{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Using doNd functions in comparison to Measurement context manager for performing measurements" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This example notebook contains simple cases in which the `doNd` utilities of QCoDeS can be used to perform measurements. The `doNd` functions are generic wrappers of QCoDeS `Measurement` in zero, one, and two dimensions, as well as the general n dimension. To have a better picture of the difference between the two approaches, we compare `doNd` and `Measurement` side-by-side in some cases. In what follows, we shall provide the most basic functionalities and leave more detailed practices to the user. In particular, we shall not concern about single-point measurements." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup before measurement" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, we call necessary imports for running this notebook, as well as setting up a database, dummy parameters, and creating an experiment object." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import time\n", "from pathlib import Path\n", "\n", "import numpy as np\n", "\n", "import qcodes as qc\n", "import qcodes.logger\n", "from qcodes.dataset import (\n", " LinSweep,\n", " LogSweep,\n", " Measurement,\n", " TogetherSweep,\n", " do1d,\n", " do2d,\n", " dond,\n", " initialise_or_create_database_at,\n", " load_or_create_experiment,\n", " plot_dataset,\n", ")\n", "from qcodes.instrument_drivers.mock_instruments import (\n", " DummyInstrument,\n", " DummyInstrumentWithMeasurement,\n", ")\n", "from qcodes.utils.dataset.doNd import plot" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Logging hadn't been started.\n", "Activating auto-logging. Current session state plus future input saved.\n", "Filename : C:\\Users\\jenielse\\.qcodes\\logs\\command_history.log\n", "Mode : append\n", "Output logging : True\n", "Raw input log : False\n", "Timestamping : True\n", "State : active\n", "Qcodes Logfile : C:\\Users\\jenielse\\.qcodes\\logs\\250324-19108-qcodes.log\n" ] } ], "source": [ "qcodes.logger.start_all_logging()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# configure the plots generated in this example to go to the example_output folder\n", "qc.config.user.mainfolder = Path.cwd().parent / \"example_output\"" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "tutorial_db_path = Path.cwd().parent / \"example_output\" / \"tutorial_doNd.db\"\n", "initialise_or_create_database_at(tutorial_db_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we set up two dummy instruments to have something to measure. The dmm is set up to generate output depending on the values set on the dac simulating a real experiment." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# preparatory mocking of physical setup\n", "dac = DummyInstrument(\"dac\", gates=[\"ch1\", \"ch2\"])\n", "dmm = DummyInstrumentWithMeasurement(\"dmm\", setter_instr=dac)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We create an experiment for the purpose of this notebook." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "tutorial_exp = load_or_create_experiment(\"doNd_VS_Measurement\", sample_name=\"no sample\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1D measurement" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Measurement" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We perform a one-dimensional sweep over a dac channel to measure our dmm voltages:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 18. \n" ] } ], "source": [ "# Setting up Measurement\n", "meas = Measurement(name=\"1d_measurement of dmm from dac sweep\", exp=tutorial_exp)\n", "meas.register_parameter(dac.ch1)\n", "meas.register_parameter(dmm.v1, setpoints=(dac.ch1,))\n", "meas.register_parameter(dmm.v2, setpoints=(dac.ch1,))\n", "\n", "# Running Measurement\n", "with meas.run() as datasaver:\n", " for dac_sweep in np.linspace(0, 1, 10): # sweep points\n", " dac.ch1(dac_sweep)\n", " datasaver.add_result(\n", " (dac.ch1, dac_sweep), (dmm.v1, dmm.v1()), (dmm.v2, dmm.v2())\n", " )\n", " time.sleep(0.01) # Can be removed if there is no intention to see a live plot\n", "\n", " dataset1 = datasaver.dataset" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "([,\n", " ],\n", " [None, None])" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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ZRzvlluEXjOEHm127pwyX1fdJkYOlHPBkY5CDi7TbSn8H/QHzcTvo40jbr2y40udCTw7Y8iX84Ycf4rfffsvT80qZMrZ7Z+WXX35RBy05qMroiaz6CkmZDMnfyAFF/2Unfy87fMbl9Ax3WCHt17npjJzxc5Q+CUKCccb75TOSbUjauXNbLgnWGee+kc9X+nLkhQRjac/P7PXlIGd40JKDtqzTjCNRJJjJwVB/UM9I3rMc4KWNXg64mW2P8reZdaiXMuSFhKTvv/9ehQzpU3Tp0iW1XwwdOlRtfxnLJ/2e5CLlkP4+0pdu2rRp6rGshpFnR0KA9D2RPhOy7er7fWUk24DQH+wzMuw3JP0WJDRK/5mMfZIM++bJe5FwItuf/NiRTtMSyKWvT15J35bMyi2vkxUpk+Hnndl+Ij9+ZLBHxvsN+yHJa8kIUgnAmcm4LjK+jpBy5KQ/yeOkVhzl7Viu3z8ybtNynJHPJav9JzefqfTBGTt2rPoRnvG9RhlsH0LWe8b1Kes9s2OM3J/Zust43JAfY/JD4XF9n3L7WerXeUHM+cWwk0Pyq1M/Gkt+CTdv3lwd0MLCwtLmzZAPJLMdQhJ+ZjIeeHOyUwnpgCcjogwZDgeXg7pcpHNZXiZkkxQvHfqk87Qh6Vwp7ztjB0Rjkc6R+l/X0mlOOn/mRMYdQwKG3CedQDNb5xnnPcltB+ysPsfsPt/cliuv20tBystBR2p3JHzIF/XkyZNhbPJlIL8cpWZFQob8L+sou5oi2V+kNk46l8qXiHQqzmvYkZqaMWPGqF/uEmxlVElm9LUfMv1CZoMH5AeHnvziluAkNVEyF5BsH/L30kHYsBZFlpOaBRmCL1MlyJBpGTkqxwgZVfq4z1GOVZltZxn3Cf3ryXNLWTKTk+03J9u0vJYMTpCpATKT8UeFMfYT+QwfF5aMvW9m95nK5yadeSUQyzxAsv1LLY3MBScdklMy1LLl9ZiVX7n9LPXrPGMgzguGnTyQDWLixIlqVIz8Ahw9enRams+sui+71J5b0nNdmjPOnTunqhLnzZunErWMCpJf4/rRN3kdNSUjurIKaTI3ib4ZxphkiLw0JciXhPz6GTlypGpakS+kzH4tGP7ylGY22an0I+Ckpkd2VllGaudMhTHKlZswIr+uZBvR/0o3JCHekKx3WaeyrFRDG24r0gyT2eeSsXZHRsFkVhMgf5uTMuSGBBsZ7SO1XlLDI79CHzfVgiHZj+WzOXr0aJ5fX37pyygvCez66v3M6JtbZHTN42o85aAvtU4SGOXXu15m603I8eDtt99WF/m1LHMHyQRt+rAj7zGzUUByrMpJDZC+3FLzlNOa2ryS15Kh/NI8VlCzeuf2eSQ8/O9//8vz6+n3D9mmDdevNG3JcTwn6/Bxn6n8GJTRbvIj2HDaBan5N5ZTp06p70DDFgc5bkutU0F9lrJuhOExJ6/YZyePZHim1PbIL1V9k5J8kDIM2nDIoXywBV0TUq1aNbVzyAFUDloSfOS2DAeVmhd9f53MhtTmhDRVSJOFNFUZJnp9c4BMWGhs8otYvlylKUtqmOS9Stt+Zr8w9EMmDecIEvoDu/QzkoAqXxQZ/15uZxy6W1iMUS75NSdyMpxVXlsCpAzTlSpwPalm1s/Grac/gGWsmdH/QpOh0o8jYUeau2RSy4zkuXfv3p02OaaQfUhqVvJKX4sjwUD6l2RWqyP7ZmZ9AeQLX4b457UZTU9qhaT5Tt+HLDOy/iUwSH80+SGRkf5Yov/FnXE7yfh5yA+UjE0WEqSkX59hHyQ5Vsk6N5xLSCaBzDjlweNqz+Q5pMlPvuSyKndB1WpIDcVPP/30yGPSDKufisJY+4mQWmUJnHnt9yPHY/nRNmXKlHSfoRzf5PN63P6Tk880s+1Drv/f//0fjOXHH39Mt83OnDlT/RDWH3cL4rOUKUAkFOW0Vv9xWLOTD1KdLH1bpCblrbfeUlXgcvCXA5h8MUv6lkmopMOifl6KgiQhSvrr6BOyVHFLDcjjSE2U7OD6jm7SJ0dCjJCDsn4ODHkvP//8s0rg8qUs8zzIHBGyQUr1vCF9DUpOmsxkZ5B5ZTIjzQdyEJLZlKXDnqxXfQdwCTAS6mSHkl82GdO/zJ0i1fnSMVWeX5oY9ZO6yUFZvnik3FJGaYaUuUzk76RaWGrHsltvxmCMcslzSqiQ7U6eS9an9IfJ2OdCT4KWNFlKFbmsV/l8ZF3LNmvYF0jWpdTKyAFOth+ZT0XCifySlHIb/sLLjGxX0pyVWUdlqamUZhz5/GQZKbO8jvwazmt/JHm/0jlTJvMTmYUd+dUrYUS2HdmPpNlFvsykT558iUhNVH7IOpLL40jQkW1aOuHLL3XpXC37n4RP2QfkB4vss7KczPskfTfkC0b6lUlzhv6Xr57sp7LPyCAK+czkPUnnWJm/y3D+Gumc+scff6h1Ll9AMueQ7DeGHXsfR34MyfFBvthkW5EO/VIm+SKTTqZSXsP+fvkh60ZqreUYK88t60QCgPywlPslmOu7GOSUfuCG9D+UdS794+T0JvoQlJGEEfnBJetS9svcks9U9nPZ/mWdyzYntTxyTJUax8dNtJqTz1RqnuSzk+OFfAay/qUmKr/9lB5HgrJ8P8j2o38v8mNbP49VQXyWso/KMtKMmG/5Hs9lpfPsCBlCWKFCBXWRoZRChkrLME0ZZijzSshQ16yGnhsOv9XLOMzvcYKCgtRcEuLSpUtZltOQlCOr4d+GwzATExPVUE15DzJsVi6tW7dON8RYT4akN27cOF9Dz/WvL0P5ZZil4dwsejLvjgzb1c/5oB/SKkOlZS4JDw8PNVeLzNtw//79R/7+f//7nxpCKs8hF1l/MpwzLCws02HTOR2Wu3Tp0hxtM/ryyhQGBVWujNuWkKGfMoeGDF/PyTB0mdNEhpHKNivbrgwD1ZfVkGwTMpRchhbLnDUyxcGYMWN0cXFxj6ynzMoqw1v1w8kzbvsy34/8nQyDL1WqlNquZRh4boeeG9JPyyDz0GRGtqOxY8eqbdfX11etL5lSQuaAyWw7f5zH7dOGMptnR78tyTBuWT+yDuSYIkPhDaeOkH1c9gEZqi7LPffcc2lDc/XHDJmOQOZIkblmZH+Q15LrModNRjI3jqxrmUJD5reR18rpNq534MABXY8ePdQ0GvI8si3K/DIyB092231W6yKz7UeGOMvwY7lfXkf2c9lmZXs0nKNLXiezIdqZDbWXbUzevwyFzsl2JlNcyHQcOdnX9etN/jckQ81l/5b9R+azkvmFDOfTykxOP1M5DsoQeDlWyzFZpi3QD7ufbXAMyM1616872Scyvmc5bsh0AvJZyGv27t1bzWeV8TkzTseS089Shu3LMUnmFSoINvJP/iMTWSup7pdfdlIFnl1TRkGTX97yS0mqzAuiAxsRUVakCV+6L0gtRFYjKK3BnDlzVE2e1CzltkYtN6SJVmoypdaxIGbtZ58dyhepipT21MIOOkREhUmaemXAhOEpWsg4pKlWuoTIKUoK6vRE7LND+SIT+mWc1I+ooEkn2Mw6wmbsF5HV0Nn89EvI7rw80h/JmOeLI9Mh00SQ8UkfKsNBEwWBYYeITJ6M+nncLMxCOusannC3IEin/+w6X0uH+sxOqklEpoN9dojI5MkoqeyG/cpIEJkZtiDJaBYZ/vo40mdN5kAhItPFsENEREQWjR2UiYiIyKKxz86D83XIJHsyCVtBTUdORERExiWNUzLxoswobXhG+YwYdgAVdDKegIyIiIjMg5zqRD/jfmYYdgBVo6NfWTLNNhEREZk+ORWTVFbov8ezwrBjcAZcCToMO0REROYluy4o7KBMREREFo1hh4iIiCwaww4RERFZNIYdIiIismgMO0RERGTRGHaIiIjIojHsEBERkUVj2CEiIiKLxrBDREREFo1hh4iIiCwaww4RERFZNIYdIiIismgMO5StlBQd7sUnaV0MIiKiPOFZzylLySk6rDpyFVM2ncL5mzEY1q4yBraqAFvbx59dloiIyJQw7FCmNTmrj17F/208hVPX76Xd//W6MOw9fxvfP18bRdwcNS0jERFRTjHsULqQs+boNfzfppM4GZEacjyd7fF6i/LwcXPEuJWh+CfsBjpN2YapveqiXpkiWheZiIgoWww7pELOumMSck7hxLW76j4PZ3v0b14O/ZqVg5eLg7pPws3bC/fj3M0YvPDDLozuEKSWsbFhsxYREZkuG51Op4OVi46OhpeXF6KiouDp6QlrCjnrQ69h8kaDkONkj9eal1MXfcgxdDcuEaOXHcGqw1fV7fbV/fDVs7UyXZaIiMgUvr8Zdqww7MhHvj40QoWc41ej1X3uEnKalUX/5uXh5eqQ7d8v2H0B41YeR0JyCgJ9XDCjVz0EB3gV0jsgIiJCjr+/NR16npycjI8//hjlypWDi4sLKlSogHHjxqkvUz25PnbsWPj7+6tl2rZti1OnTqV7ntu3b6N3797qjXp7e6N///64d+9hx1oyCDnHrqHTlO14c36ICjoScoa0qYjt77fG8KeqZBt0hDRb9WlSFn8MbIKAIi4Iv30fPWfuVAGI2ZmIiEyNpmHnyy+/xMyZMzFt2jQcP35c3f7qq68wderUtGXk9pQpUzBr1izs2bMHbm5uaN++PeLi4tKWkaBz7NgxbNiwAStXrsTWrVsxYMAAjd6V6ZEAsjE0Al2mbceA+SEIvRoNN0c7DGpdAdvea40RT1WBt2vuR1fVDPDGqiEt0Laqn6rh+ejPo3hnyUHOyUNERCZF02aszp07w8/PD7/88kvafT179lQ1OAsWLFBf0iVLlsSIESMwcuRI9bhUVcnfzJkzBy+++KIKSdWqVcPevXtRv359tczatWvRsWNHXLp0Sf29tTZjyfrbfOK6aq46cjlK3Schp2/TsnijRfkCGz4ur/PztnOYtPaEmpunfHE3zOhdF0ElLGddEhGR6TGLZqymTZti06ZNOHnypLp96NAhbN++HR06dFC3z507h2vXrqmmKz15U40aNcKuXbvUbflfmq70QUfI8ra2tqomKDPx8fFqBRleLElqyIlAt+k70H/uPhV0XB3tMPCJCtj2fhu893RQgc6TI81ab7Qsj98GNEYJT2ecvRGD7tN3YOm+8AJ7DSIiIrMcej569GgVNIKCgmBnZ6f68EyYMEE1SwkJOkJqcgzJbf1j8r+vr2+6x+3t7eHj45O2TEYTJ07EZ599BksjIeefkzdUTc6h8Eh1n4uDHV5pWgYDWpRHUXcno75+/bI+WDW0OYb9fghbT97AqD8Oq0kIP+taAy6OdkZ9bSIiIpMMO7///jsWLlyIRYsWoXr16jh48CDeffdd1fTUt29fo73umDFjMHz48LTbErgCAwNhziHn3wch56BhyGlSBgNaGj/kGJLXmvNqA0zfchrfbzyJ3/ddwuFLUZjeuy4qFHcvtHIQERGZRNgZNWqUqt2RvjciODgYFy5cUDUvEnZKlCih7o+IiFCjsfTkdu3atdV1Web69evpnjcpKUmN0NL/fUZOTk7qYu4k5Gw7dVOFigMXU0OOs4Mt+jQugzdbVUCxQgw5huTcWUOerKQmIRy65KCaw6fr1O2Y1LMmutTKvg8VERFRQdK0z05sbKzqW2NImrNSUlLUdRmSLoFF+vUY1sJIX5wmTZqo2/J/ZGQkQkJC0pbZvHmzeg7p22OJUkPODTw7axde+fU/FXSc7G3xevNy2PZeG3zYqZpmQcdQ04rFsHpoczQq54OYhGQMWXwAH/95FPFJyVoXjYiIrIimNTtdunRRfXRKly6tmrEOHDiA7777Dq+99lpax1dp1ho/fjwqVaqkwo/MyyPNXN27d1fLVK1aFU8//TTeeOMNNTw9MTERgwcPVrVFORmJZW4hZ+eZW/h+w0nsu3BH3Schp3ejMnjrifLw9XCGqfH1dMbC1xupJrZpW05j/u4Lqqlteq+6KF3UVeviERGRFdB06Pndu3dVeFm+fLlqipJw8tJLL6lJBB0dU0cLSfE++eQT/Pjjj6oGp3nz5pgxYwYqV66c9jzSZCUBZ8WKFaqmSIavy9w87u456yNi6kPPZR3sOnNLBYb/zt9W9zmqkFMaA1tVUIHCHGwJu47hvx3EndhEde6tb5+rhaeqZ97USERElB2eLiIXTDnsSMiRPjn/nXsYcno1LK2GkfuZScgxdCXyPgYv2o/9D/oYSdPb+x2C4GCnaYsqERGZIYYdMw87u89KTc5J7D77IOTY2eKlhoEY+ERFlPAyv5BjKDE5BV+uOYGft59Tt+uW9sa0XnVR0ttF66IREZEZYdgx07CzR4WcU9h19lZayHmhQSDebl0B/l6WFQbWHr2GUX8cwt24JBRxdcD3L9TGE1XSz5lERESUFYYdMws7MvmedDyWDsjCwc4mNeQ8UdGiazwu3orF24tCcPRy6izWg1tXxLttK8GezVpERJQNhh0zCTv7zt9WNTnbT99MCznP15eanIooZcEhx1BcYjImrDquRmqJxuV9MOXFOmbT8ZqIiLTBsGPiYSfkwh3VJ0cmBRT2tjZ4rn6gOhN5QBHrHJL996ErGPO/w2pOHpknaMpLtdG0QjGti0VERCaKYcdEw87+ixJyTqlzRz0MOQGquSrQxzpDjqEzN+7h7QX7ERZxF7Y2wPB2ldW6kVmZiYiIDDHsmFjYkYn0pE+OnMNK2Nna4Nm6ARjchiEno/sJyRj711EsDbmkbresXByTX6gNnwI8UzsREZk/hh0TCTty9nFprtoS9jDk9KxbCoNbV+IMwtn4fV+4Cj1xiSnw93LGtF51UK+Mj9bFIiIiE8Gwo3HYuRefhKGLD2DzietpIeeZOqUwpE1FlCnqViCvYQ1OXIvG2wv34+yNGNXk9/7TQXi9RTl1KhEiIrJu0Tn8/ub4XiNxc7TDndgE1e+kZ90AbBreCt88V4tBJ5eCSnji78HN1dnSk1J0mLD6OAbMD0FUbKLWRSMiIjPBmh0jNmMduxIFV0d7lCvGgJNfspku2HMR41aEIiE5BYE+LupkojUDvLUuGhERaYQ1OyagekkvBp0CIs1WfRqXwf8GNlVBJ/z2fTw7cxfm7zqvghAREVFWGHbIrAQHeGHlkBZ4qpqfquH5+K9jGLL4gOojRURElBmGHTI7Xi4O+KFPPXzUqarqtLzy8FV0nbodx6+mnnKCiIjIEMMOmW2z1ustyuO3N5uoYelnb8ag+/Qdarg6ERGRIYYdMmv1yhTBqqEt0KpyccQnpeC9Pw5j5NJDamJCIiIiwbBDZk9mVp79agOMal9FDfX/I+SSquU5ff2e1kUjIiITwLBDFkHOnTWodUUsfL0xins4qXNrdZ22HX8dvKx10YiISGMMO2RRmlQoilVDm6NJ+aKITUjGO0sO4sPlRxCXyGYtIiJrxbBDFsfXwxkLXm+kTs0hZ5VYuOcies7ciQu3YrQuGhERaYBhhyySnItsxFNVVF+eIq4OOHYlGp2nbsfao9e0LhoRERUyhh2yaE9U8VWjtWTU1t24JLy1IIT9eIiIrAzDDlm8kt4uWDKgMXo3Kq1uf7YiFHdiErQuFhERFRKGHbIKDna2+LRrdVT2c8ftmARMWnNC6yIREVEhYdghqwo8XzwTrK7/ti8c/527rXWRiIioEDDskFWpX9YHLzYIVNdlSHpCUorWRSIiIiNj2CGrM7pDEIq6OeLU9Xv4adtZrYtDRERGxrBDVsfb1REfdqqqrk/ZdAoXb8VqXSQiIjIihh2ySs/UKYWmFYqqk4d+/NdR6HQ6rYtERERGwrBDVsnGxgbjuteAo50t/j15A6uOXNW6SEREZCQMO2S1KhR3x8AnKqTNvRMdl6h1kYiIyAgYdsiqSdgpX8wNN+7G45t1YVoXh4iIjIBhh6yas4Mdxj9TQ12fv/sCDoZHal0kIiIqYAw7ZPWaViiGHnVKQfoof7DsCJKSOfcOEZElYdghAvBBp6rwcnFA6NVozNl5XuviEBFRAWLYIQJQzN0JYzoEqevfbTiJy5H3tS4SEREVEIYdogeerx+I+mWKIDYhGZ/+fUzr4hARUQFh2CF6wNbWBl/0CIa9rQ02hEZg/bFrWheJiIgKAMMOkYHKfh54o2V5dV1qd2Lik7QuEhER5RPDDlEGQ9tUQqCPC65ExeH7DSe1Lg4REeUTww5RBi6Odvi8W+rcO7N3nsexK1FaF4mIiPKBYYcoE62r+KJTsD+SU3T4YPlR9T8REZknhh2iLIztUg0eTvY4FB6JRXsuaF0cIiLKI4Ydoiz4eTpjZPsq6vpXa8NwPTpO6yIREVEeMOwQPcbLjcugZoAX7sYn4fOVoVoXh4iI8oBhh+gx7GTunWeCYWsDrDx8Ff+evKF1kYiIKJcYdoiyUaOUF/o1K6euf/znUcQlJmtdJCIiygWGHaIcGN6uMvy9nHHxdiymbj6ldXGIiCgXGHaIcsDNyR6fdq2urv/w71mcjLirdZGIiCiHGHaIcqh99RJoW9UPSSk6fLj8CFI49w4RkVlg2CHKhc+6VYerox32nr+DpSHhWheHiIhygGGHKBdKebtgWNvK6vrENSdw61681kUiIqJsMOwQ5VK/ZmVR1d8TkbGJmLD6uNbFISKibDDsEOWSvZ0tvnimBmxsgGX7L2PnmZtaF4mIiB6DYYcoD+qULoLejUqr6x8tP4r4JM69Q0Rkqhh2iPJoVPsgFPdwwtmbMZj1z1mti0NERFlg2CHKIy8XB3zcuZq6Pv2f0zh3M0brIhERUSYYdojyoUtNf7SoVAwJSSn46M8j0Ok49w4Rkalh2CHKBxsbG4zvXgNO9rbYcfoW/jp4ResiERFRBgw7RPlUpqgbhrSpqK6PXxWKqNhErYtEREQGGHaICsCAlhVQ0dcdN+8lYNLaE1oXh4iIDDDsEBUAR3uZeydYXV/830XsO39b6yIREdEDDDtEBaRhOR88Xz9AXf9w+VEkJqdoXSQiImLYISpYYzpUhY+bI8Ii7uLnbee0Lg4RETHsEBWsIm6O+KBjVXX9/zadRPjtWK2LRERk9Rh2iApYz7ql0Li8D+ISUzD2r6Oce4eISGMMO0RGmXsnGA52NtgSdgNrjl7TukhERFaNYYfICGQY+sBWFdT1z1Ycw904zr1DRKQVhh0iI3m7dUWULeqKiOh4fLv+pNbFISKyWgw7REbi7GCnmrPE3F3ncfhSpNZFIiKySpqHncuXL+Pll19G0aJF4eLiguDgYOzbty/tcencOXbsWPj7+6vH27Zti1OnTqV7jtu3b6N3797w9PSEt7c3+vfvj3v37mnwbojSa16pGLrVLgnpo/zB8iNI4tw7RETWFXbu3LmDZs2awcHBAWvWrEFoaCi+/fZbFClSJG2Zr776ClOmTMGsWbOwZ88euLm5oX379oiLi0tbRoLOsWPHsGHDBqxcuRJbt27FgAEDNHpXROl91KkaPJ3tcfRyNObtuqB1cYiIrI6NTsNxsaNHj8aOHTuwbdu2TB+XopUsWRIjRozAyJEj1X1RUVHw8/PDnDlz8OKLL+L48eOoVq0a9u7di/r166tl1q5di44dO+LSpUvq77MTHR0NLy8v9dxSO0RU0BbuuaBmVXZztMPGEa3g7+WidZGIiMxeTr+/Na3Z+fvvv1VAee655+Dr64s6dergp59+Snv83LlzuHbtmmq60pM31ahRI+zatUvdlv+l6UofdIQsb2trq2qCiEzBSw1Ko25pb8QkJOOzv0O1Lg4RkVXRNOycPXsWM2fORKVKlbBu3ToMHDgQQ4cOxdy5c9XjEnSE1OQYktv6x+R/CUqG7O3t4ePjk7ZMRvHx8SoNGl6IjMnW1gZf9AiGva0N1h67ho2hEVoXiYjIamgadlJSUlC3bl188cUXqlZH+tm88cYbqn+OMU2cOFHVEOkvgYGBRn09IhFUwhP9W5RT1z/5+xhiE5K0LhIRkVXQNOzICCvpb2OoatWquHjxorpeokQJ9X9ERPpfwXJb/5j8f/369XSPJyUlqRFa+mUyGjNmjGrf01/Cw8ML9H0RZeWdJyuhlLcLLkfex+SN6UcVEhGRBYYdGYkVFhaW7r6TJ0+iTJky6nq5cuVUYNm0aVPa49LkJH1xmjRpom7L/5GRkQgJCUlbZvPmzarWSPr2ZMbJyUl1ZDK8EBUGV0d7jOteXV3/Zfs5hF5hEyoRkUWHnWHDhmH37t2qGev06dNYtGgRfvzxRwwaNCjtHEPvvvsuxo8frzozHzlyBK+88ooaYdW9e/e0mqCnn35aNX/9999/anTX4MGD1UitnIzEIipsbYL80KFGCSSn6PDhn0eQksIThRIRWWzYadCgAZYvX47FixejRo0aGDduHCZPnqzmzdF77733MGTIENWfR5aXyQJlaLmzs3PaMgsXLkRQUBCefPJJNeS8efPmKjQRmapPulSHu5M9DlyMxKL/UpttiYjIAufZMRWcZ4e0MHvHOXy2IhQezvbYNKIVfD0eBngiIrKQeXaIrNkrTcoiuJQX7sYlYfzK41oXh4jIYjHsEGnETubeeSYYtjbA34euYOvJG1oXiYjIIjHsEGkoOMBL1fCIj/86irjEZK2LRERkcRh2iDQ24qnK8PN0woVbsZi+5bTWxSEisjgMO0Qa83B2wKddUufemfXvGZy+flfrIhERWRSGHSIT8HSNEmgT5IvEZJ06OzoHSRIRFRyGHSITIBNofta1OpwdbLHn3G38EXJJ6yIREVkMhh0iExHo44p321ZW179YfRy3YxK0LhIRkUVg2CEyIf2bl0NQCQ/ciU1UgYeIiPKPYYfIhDjY2WLCM8GwsYFqytp99pbWRSIiMnsMO0Qmpl6ZInipYWl1/cPlRxCfxLl3iIjyg2GHyAS93z4IxdwdceZGDH7896zWxSEiMmsMO0QmyMvVAR93rqauT91yGudvxmhdJCIis8WwQ2SiutYqieYViyEhKUWdSoJz7xAR5Q3DDpEJz70zvnsNONrbYtupm+pkoURElHsMO0QmrGwxNwxuXVFdH7fyOKLuJ2pdJCIis8OwQ2Ti3mxVHuWLu+HmvXh8tfaE1sUhIjI7DDtEJs7J3g4Tuger64v+u4j9F+9oXSQiIrPCsENkBppUKIqedQMgfZQ/WHYEickpWheJiMhsMOwQmYkPO1WFt6sDTly7i9k7zmldHCIis8GwQ2QmfNwc8UGHqur69xtO4dKdWK2LRERkFhh2iMzIc/UD0LCsD+4nJmP8Sp4olIgoJxh2iMxs7p1x3WvA1gZYe+wadp3hiUKJiLLDsENkZqqU8ECvRqknCv18ZSiSUzizMhHR4zDsEJmh4e2qwNPZHsevRuP3feFaF4eIyKQx7BCZaWfld9pWVte/WReG6DjOrExElBWGHSIz9UqTMmpm5VsxCZi2+bTWxSEiMln2uf2DyMhILF++HNu2bcOFCxcQGxuL4sWLo06dOmjfvj2aNm1qnJISUToOdrb4uFM19JuzV82781LD0ihXzE3rYhERmW/NzpUrV/D666/D398f48ePx/3791G7dm08+eSTCAgIwJYtW9CuXTtUq1YNv/32m3FLTURK6yBftKpcHInJOkxYxaHoRET5qtmRmpu+ffsiJCREBZrMSAD6888/MXnyZISHh2PkyJE5fXoiyqOPO1fF9sk3sfF4BLafuonmlYppXSQiIpNio9PJ2Xayd+vWLRQtWjTHT5zb5bUUHR0NLy8vREVFwdPTU+viEOXap38fw5yd51HZzx2rh7aAvR274xGR5YvO4fd3jo+IElxWrlyJlJScnYDQXIIOkSV4t20ldd6skxH3sPi/i1oXh4jIpOTq51/37t0RGBiIDz/8EKdPc/QHkanwdnXE8HapQ9G/23ASUbEcik5ElKewc+7cObz55ptYsmQJqlSpglatWmH+/Pmqrw4RaatXw9Ko5OuOO7GJmLzppNbFISIyz7AjtTpjx47FmTNnsHHjRpQtWxYDBw5UI7Teeust7N2713glJaLHkn46H3dOHTwwf9cFnL5+T+siERGZhDz3YmzdujXmzp2Lq1ev4uuvv8aRI0fQuHFj1KpVq2BLSEQ51rJycTwZ5IukFBmKHqp1cYiITEK+h2x4eHiouXYk/Hh7eyM0lAdYIi192KkqHOxssCXsBv4Ju651cYiIzDfsSD+defPm4YknnkClSpVUP57hw4fj/PnzBVtCIsqV8sXd0bdJWXV93MpQJCbnbAQlEZGlyvXpInbv3o1ff/0Vv//+OxISEtCjRw/Vf0dqdojINAx5shKWHbiMMzdisGD3BfRrVk7rIhERmUfNjsyc3KxZM+zfvx8TJ05U/XUWLFjAoENkYrxcHDDiqdSh6JM3nsKdmASti0REZB5hp23btiro7Nu3T43CklkLicg0vdigNIJKeCDqfiK+38ih6ERkvXIVdqZMmcLRVkRmws7WBmO7pA5FX7jnIk5G3NW6SERE5tNBWc57NWjQINWsVaxYMfj4+KS7EJFpaFqhGNpX90Nyik51Vs7hqfCIiKy7g7Lo06ePOl1E//794efnBxsbm4IvGREViA87VsOWEzew7dRNbDp+HW2r+WldJCIi0w8727Ztw/bt29mkRWQGShd1xWvNy2HWv2cwYfVxNfGgoz3Pik5E1iNPR7ygoCCeD4vIjAxuUxHF3J1w7mYM5u7kXFhEZF3yFHZmzJihznz+77//qv470dHR6S5EZFrcnezxXvsq6vqUTadw81681kUiIjLtsCOnhZBQ06ZNG/j6+qJIkSLqIvfL/0RkenrWC0D1kp64G5+E7zZwKDoRWY889dnp3bs3HBwcsGjRInZQJjKjoeifdKmO53/YhSX/XUSfxmVQ1d9T62IREZlm2Dl69CgOHDiAKlVSq8WJyDw0LOeDTsH+WHXkKj5fEYpFbzTijxUisnh5asaqX78+wsPDC740RGR0ozsEqdFYu87ewrpjEVoXh4jINGt2hgwZgnfeeQejRo1CcHCwatIyVLNmzYIqHxEVsEAfVwxoUR7TtpzGF6uPo3VQcTjZ22ldLCIio7HR5WFKVVvbRyuEpCpcnkr+T05OhjmRztZynq+oqCh4erIPA1m+mPgktP7mH1y/G4/3nw7CwCcqaF0kIiKjfX/nqWbn3LlzefkzIjIRbk72KuSMWHoI0zafQs96peDr4ax1sYiIjCJPYadMmTIFXxIiKlTP1CmFebsv4FB4JL5ZF4avnuWM6ERk5R2Ud+/eneMnjY2NxbFjx/JaJiIqBLZyVvTOqWdFXxpyCUcvR2ldJCIibcOOnPyzffv2WLp0KWJiYjJdJjQ0FB988AEqVKiAkJCQgiwnERlBvTJF0K12SUjPvc9WHONZ0YnIusOOBJlOnTrho48+UjMlV69eHe3atUOXLl3QvHlzFCtWDHXr1lX9edavX49XXnnFuCUnogIhfXecHWyx9/wdNf8OEZGlydNorH379qmznl+4cEGdEFSCTp06ddC6dWv4+PjA3HA0Flm7yRtPYvLGUyjl7YJNI1rB2YFD0YnIcr6/8xR2LA3DDlm7+wnJaPPtP7gaFYeRT1XG4DaVtC4SEVGBfX/naQZlIrIsLo52amZlMeOfM4iIjtO6SEREBYZhh4iUrrVKom5pb8QmJOPLtSe0Lg4RUYFh2CEiRWY/l7Oii2X7L+NgeKTWRSIiKhAMO0SUplagN3rULaWuf86h6ERkIRh2iOiRoeiujnbYfzESfx+6onVxiIgKP+zIUHMZdi7z7mQUFxeHefPm5b9URKQZP09nvP3gxKCT1pxAbEKS1kUiIiq8sHPy5ElUrVoVLVu2RHBwMFq1aoWrVx9OQiZDv/r165e/EhGR5l5vUV7NuSND0X/496zWxSEiKryw8/7776NGjRq4fv06wsLC4OHhgWbNmuHixYv5KwURmRSZVPCDjlXV9R+2nsGVyPtaF4mIqHDCzs6dOzFx4kQ1Y3LFihWxYsUKdb6sFi1a4OxZ/vojsiQdg0ugYVkfxCWmqOYsIiJzZZvb/jr29vbphqrOnDlTnR9LmrSkmYuILIPs32O7VIONDVRH5ZALt7UuEhGR8cNOUFCQOi9WRtOmTUO3bt3QtWvXvJWCiExSjVJeeL5eoLr++YpQpKRwKDoRWXjYeeaZZ7B48eJMH5PA89JLL+V5Xo5JkyapX5LvvvtuutFdgwYNQtGiReHu7o6ePXsiIiIi3d9JfyE5G7urqyt8fX0xatQoJCVx9AhRQRnZvgrcnexx6FIUlh+4rHVxiIiMG3bGjBmD1atXZ/n4jBkzkJKSkutC7N27Fz/88ANq1qyZ7v5hw4apfkFLly7Fv//+iytXrqBHjx5pjycnJ6ugk5CQoPoTzZ07F3PmzMHYsWNzXQYiylxxDycMal1RXZfTSMTE88cEEVnBpIILFixATExMgRTg3r176N27N3766ScUKVIk3TD2X375Bd999x3atGmDevXqYfbs2SrU7N69Wy2zfv16Nd+PlKd27dro0KEDxo0bh+nTp6sAREQF47XmZVHaxxXX78Zj5j9ntC4OEZHxw47UuPj5+aFXr16qpkdqWPJKmqmkdqZt27bp7g8JCUFiYmK6+6XPUOnSpbFr1y51W/6X+X6kLHoyOkxO+X7s2LE8l4mI0nOyfzgU/cdtZxF+O1brIhERGTfsyESCS5YsUX1snn/+efj7+6vQIrUuuSHPsX//fjWcPaNr167B0dER3t7e6e6XYCOP6ZcxDDr6x/WPZSU+Pl4FIsMLET1e++p+aFK+KBKSOBSdiKwg7Mjw886dO2PhwoVqgsHvv/8e58+fR+vWrVGhQuo089kJDw/HO++8o57D2dkZhUnClZeXV9olMDB1tAkRZT8U3dYGWHXkKvacvaV1kYiICudEoDIKSpqOpL9MpUqVVOjJCWmmkqBUt25dFZ7kIp2Qp0yZoq5LDY30u4mMjEz3dzIaq0SJEuq6/J9xdJb+tn6ZrDpaS58g/UWCFxFlr6q/J15sWFpd/3xlKJI5FJ2ILDnsxMbGqlqZjh07olSpUpg8ebIamp7TvjJPPvkkjhw5goMHD6Zd6tevrzor6687ODhg06ZNaX8jp6iQoeZNmjRRt+V/eQ4JTXobNmyAp6cnqlWrluVrOzk5qWUML0SUMyPaVYaHsz2OXYnGHyH8oUBEpu/hdMi58OKLL2LlypWqVkf67Hz88cdpASSn5Lxacp4tQ25ubmpOHf39/fv3x/Dhw+Hj46MCyZAhQ9TrNG7cWD3+1FNPqVDTp08ffPXVV6qfzkcffaT6D0mgIaKCV9TdCe88WQnjVx3H1+vC0DHYHx7ODloXi4ioYMOOnZ0dfv/9d9V8JdeNRfoC2draqskEpVOxvJ7M5WNYDgldAwcOVCFIwlLfvn3x+eefG61MRAS80qQsFu25iLM3YzBty2mM6ZA6UouIyBTZ6PI65bEFkdFY0lFZ+u+wSYsoZzYdj0D/ufvgaGeLDcNbokxRN62LRERWJjqH39/57qBMRNapTZAvWlQqhoTkFHyx+rjWxSEiyhLDDhHlfSh652qws7XBumMR2HnmptZFIiLKFMMOEeVZJT8PvNzowVD0FRyKTkSmiWGHiPLl3baV4eXigBPX7mLJ3otaF4eIqODCzpkzZ9Qw75deeiltnps1a9bwnFREVqaImyPebVtJXf92/UlE3U/UukhERPkPOzLTsZyAc8+ePVi2bJk6c7k4dOgQPvnkk7w8JRGZsZcbl0FFX3fcjknA1E2ntC4OEVH+w87o0aMxfvx4NVuxnKxTr02bNti9e3denpKIzJiDnS0+6pQ6186cnedx9kbqDyAiIrMNO3KKBjk1REa+vr64eZMjMois0RNVfNG6SnEkpegwYRWHohORmYcdb29vXL169ZH7Dxw4oM6TRUTW6aPO1WBva4NNJ65j68kbWheHiCjvYUfOjfX++++rc1HJXBspKSnYsWMHRo4ciVdeeSUvT0lEFqBCcXd1KgkxbmUokpJTtC4SEVHews4XX3yBoKAgBAYGqs7JcjLOli1bomnTpmqEFhFZLzlJaBFXB5y6fg8L93AoOhGZ+bmxwsPDVf8dCTx16tRBpUqpw0/NDc+NRVSw5u++gI//PApvVwf8M/IJeLs+HMhARGQW58aSs4rHxsaqmp2OHTvi+eefV0Hn/v37POM4EeGlBoGo4ueByNhETN7IoehEZIY1O3Z2dqqDsoy+MnTr1i11X3JyMswJa3aICt6O0zfR++c9qefOercFKvp6aF0kIrIwRq3ZkXwkHZMzkkkFfXx88vKURGRhmlUshnbV/NT5ssat5FB0ItKOfW4WLlKkiAo5cqlcuXK6wCO1OdJ356233jJGOYnIDH3YsSr+CbuOf0/ewJYT19E6KH1tMBGRyYWdyZMnq1qd1157DZ999pmqOtKTmZTLli2LJk2aGKOcRGSGyhZzQ79m5fDj1rMYtyoUzSsVU7MtExGZbNjp27ev+r9cuXJqmLmDg4OxykVEFmJwm4r4X8glnL0Rg3m7LqB/83JaF4mIrEyefmK1atUqLejExcWpDkKGFyIiPU9nB4xsX0Vd/7+NJ9XJQomITD7syLDzwYMHq5FXbm5uqi+P4YWIyNDz9QNR1d8T0XFJ+G5DmNbFISIrk6ewM2rUKGzevBkzZ86Ek5MTfv75Z9WHp2TJkpg3b17Bl5KIzJoMP/+kSzV1fdGeizhxjTXARGTiYWfFihWYMWMGevbsCXt7e7Ro0UKdJkJOI7Fw4cKCLyURmb3G5YuiQ40SSNGlnjcrH5O3ExEZP+zcvn0b5cuXV9dlEh+5LZo3b46tW7fm5SmJyAp80LEqHO1tseP0LWwIjdC6OERkJfIUdiTonDt3Tl2XE4L+/vvvaTU+3t7eBVtCIrIYgT6ueP3BaKwJq48jPsm8ZlsnIisKO/369VOzJYvRo0dj+vTpcHZ2xrBhw1R/HiKirLzduiKKezjhwq1YzN15XuviEJEVyNdZz/UuXLiAkJAQVKxYETVr1oS54bmxiArX0n3hGPXHYXg42WPLqCdQzN1J6yIRkRky6rmxMipTpgx69OhhlkGHiApfz7oBqBnghbvxSfhsBTsrE5EJzaB8//59bNq0CZ07d1a3x4wZg/j4+HRnQx83bpxq0iIiyoqtrQ0+61odz87ahRWHrqBphaJ4qWFprYtFRBYqVzU7c+fOxQ8//JB2e9q0adi5cycOHDigLgsWLFBz7xARZadO6SIY9WBm5U/+PobQK5x7h4hMIOzIHDoDBgxId9+iRYuwZcsWdfn666/TRmYREWVnQIvyaF2lOBKSUjB40X7ci0/SukhEZO1h5/Tp0wgODk67Lc1VtrYPn6Jhw4YIDQ0t2BISkUU3Z333fG34eznj7M0YfLDsCPvvEJG2YScyMjJdH50bN26gbNmyabdTUlLSPU5ElJ0ibo6Y1quOOqXE34euYPF/4VoXiYisOewEBATg6NGjWT5++PBhtQwRUW7UK+OD9x703/l0BfvvEJGGYadjx44YO3Ys4uLiMh2pJScD7dSpU0GWj4isxBstyuPJIF/Vf2fQov24G5eodZGIyBonFYyIiEDt2rXh6OiIwYMHo3Llyur+sLAwNTIrKSlJjcry8/ODOeGkgkSm4U5MAjpN2YYrUXHoXNMfU1+qAxsbG62LRURm/v2d6xmU5ZxYAwcOxIYNG9I6EsrBqF27dupM6PoThJoThh0i0xFy4Q5e+GEXklJ0GN+9Bl5uXEbrIhGRtYUdPTnTuYzOEnKaCB8fH5grhh0i0/LT1rPqRKFyhvRlA5uiRikvrYtERNZ4uggJNzLUXC7mHHSIyPS83qIc2lb1TZt/h/13iCg/CuTcWEREBUmaxr95rhZKebvg/K1YjOb8O0SUDww7RGSSvF0dMbVXHdjb2mDV4atYsOei1kUiIjPFsENEJqtu6SIY3SFIXR+3IhRHL0dpXSQiMkMMO0Rk0vo3l/47fkhITp1/J5r9d4golxh2iMgM+u/UVP13LtyKxZj/sf8OEeUOww4RmUX/HTl/loOdDVYduYr5uy9oXSQiMiMMO0RkFuqo/jtV1fXxK4/jyCX23yGinGHYISKz8VqzsmhXjf13iCh3GHaIyLz67zxbCwFFXHDxdize/+Mw++8QUbYYdojIrHi5OmBar7qq/86ao9cwbxf77xDR4zHsEJHZqR3ojTEP+u9MWHUchy9Fal0kIjJhDDtEZJb6NSuL9tUf9t+Jus/+O0SUOYYdIjLb/jtfPei/E377PvvvEFGWGHaIyGx5uThg+oP+O2uPXcPcnee1LhIRmSCGHSIya7UCvfFhxwf9d1Yfx6Fw9t8hovQYdojI7PVtWhZPVy+BxGQd++8Q0SMYdojIIvrvfPlsTQT6uODSnft4749D7L9DRGkYdojIYvrvzOhVD452tlh3LAKzd7D/DhGlYtghIosRHOCFDzul9t+ZuOY4DrL/DhEx7BCRpXmlSRl0DH7Qf2fhfkTFsv8OkbVj2CEii+u/M6lnTZT2ccXlyPsYyf47RFaPYYeILI6nswNm9K6r+u9sCI3Ar+y/Q2TVGHaIyCLVKOWFjzs/6L+z+jgOXLyjdZGISCMMO0RksV5uXAadgv2RlKLD4EUHEBmboHWRiEgDDDtEZNH9dyb2DEaZog/67yzl+bOIrBHDDhFZfP8dOX+W9N/ZeDwCv2w/p3WRiKiQMewQkXX03+lSTV2ftOYE9rP/DpFVYdghIqvwcqPS6Fwztf/OEPbfIbIqDDtEZD39d3oEo+yD/jsjfuf8O0TWgmGHiKyGh7MDpkn/HXtbbDpxHT9vY/8dImvAsENEVtd/Z2zn1P47X649gZAL7L9DZOkYdojI6vRuVBpdapV80H9nP+7EsP8OkSVj2CEiq+y/88UzNVCumBuuRMVhxNJDSElh/x0iS6Vp2Jk4cSIaNGgADw8P+Pr6onv37ggLC0u3TFxcHAYNGoSiRYvC3d0dPXv2RERERLplLl68iE6dOsHV1VU9z6hRo5CUlFTI74aIzK3/jpp/x94Wm09cx0/bzmpdJCKyxLDz77//qiCze/dubNiwAYmJiXjqqacQExOTtsywYcOwYsUKLF26VC1/5coV9OjRI+3x5ORkFXQSEhKwc+dOzJ07F3PmzMHYsWM1eldEZC6qlfTEp12qq+tfrQtDyIXbWheJiIzARmdCYy9v3LihamYk1LRs2RJRUVEoXrw4Fi1ahGeffVYtc+LECVStWhW7du1C48aNsWbNGnTu3FmFID8/P7XMrFmz8P7776vnc3R0zPZ1o6Oj4eXlpV7P09PT6O+TiEyHHALfWXIQfx+6An8vZ6wa2gI+btkfN4hIezn9/japPjtSWOHj46P+DwkJUbU9bdu2TVsmKCgIpUuXVmFHyP/BwcFpQUe0b99erYBjx44V+nsgIjPsv9MjGOWLueGq9N/5/SD77xBZGJMJOykpKXj33XfRrFkz1KhRQ9137do1VTPj7e2dblkJNvKYfhnDoKN/XP9YZuLj41UYMrwQkfVyd7LH9N514WRviy1hN/Aj++8QWRSTCTvSd+fo0aNYsmRJoXSMlmov/SUwMNDor0lEpq2qvyc+7Zraf+frdWHYe579d4gshUmEncGDB2PlypXYsmULAgIC0u4vUaKE6ngcGRmZbnkZjSWP6ZfJODpLf1u/TEZjxoxRTWb6S3h4uBHeFRGZmxcbBKJ77ZJIfnD+rNucf4fIIthq3TFQgs7y5cuxefNmlCtXLt3j9erVg4ODAzZt2pR2nwxNl6HmTZo0Ubfl/yNHjuD69etpy8jILumoVK1a6iypGTk5OanHDS9ERNJ/Z8IzwShf3A3XouMwnP13iCyCrdZNVwsWLFCjrWSuHeljI5f79++rx6WJqX///hg+fLiq9ZEOy/369VMBR0ZiCRmqLqGmT58+OHToENatW4ePPvpIPbeEGiKi3HCT/ju9Uvvv/BN2A7O2ntG6SERkzkPP5VdUZmbPno1XX301bVLBESNGYPHixapjsYy0mjFjRromqgsXLmDgwIH4559/4Obmhr59+2LSpEmwt7fPUTk49JyIMvpt70W8/78jsLO1weI3GqNhudRRokRkOnL6/W1S8+xohWGHiDKSQ+Pw3w9h+YHL8PN0wuqhLVDUnbXFRKbELOfZISIyFVLzPL57DVQo7oaI6HgM+53nzyIyVww7RESP6b8zo3c9ODvYYuvJG5j5L/vvEJkjhh0ioseoUsIDn3dNnej02/Vh2HP2ltZFIqJcYtghIsrGc/UD0KNuKUgr1tAlB3DzXrzWRSKiXGDYISLKYf+dir7uqf13fuP8O0TmhGGHiCgHXB1T59+R/jvbTt3EjH9Oa10kIsohhh0iolz03xnXLbX/zncbTmI3++8QmQWGHSKiXHiufiB61g1I7b+zmP13iMwBww4RUS6N614dlXzdcf1uav8dOXEoEZkuhh0iojz035nRuy5cHOxS++9sYf8dIlPGsENElAeV/Dwwrntq/53vN57E9lM3tS4SEWWBYYeIKI+erReA5+ql9t/pN+c/zN91Xp1Ti4hMC8MOEVE+fN6tBp6uXgKJyTp8/NcxvPvbQcTEJ2ldLCIywLBDRJQPLo52mPlyXXzUqSrsbG3w18Er6DZ9B05fv6t10YjoAYYdIqICmGH59RblsWRAY/h5OuH09XvoOm0H/jp4WeuiERHDDhFRwWlQ1gerhrZAs4pFEZuQjHeWHMTHfx5FfFKy1kUjsmoMO0REBaiYuxPmvdYIQ9pUVLfn776A53/YjUt3YrUuGpHVYtghIipg0ndnxFNVMPvVBvByccCh8Eh0nrodW8Kua100IqvEsENEZCStg3yxamhz1ArwQmRsIvrN3otv14dxxmWiQsawQ0RkRAFFXPH7W03wSpMy6vbUzafxyq97eE4tokLEsENEZGRO9nZqPp7/e7E2XB3tsOP0LXSasg37zt/WumhEVoFhh4iokHSrXQp/DWqGir7uiIiOx4s/7sbP285y1mUiI2PYISIq5HNqSeDpUqskklJ0GL/qOAYu2I/ouESti0ZksRh2iIgKmZuTPaa8WBvjulWHg50N1h67hq5TtyP0SrTWRSOySAw7REQazbrcp0lZLH2rKUp5u+D8rVg8M2MHlu4L17poRBaHYYeISEO1A72xckhzPFGlOOKTUjDqj8MY/b/DiEvkrMtEBYVhh4hIY0XcHPFr3wYY0a4ybGyAJXvD0WPGTly4FaN10YgsAsMOEZEJsLW1wZAnK2H+a41Q1M0RoVej1azL645d07poRGaPYYeIyIQ0r1RMnUy0fpkiuBuXhDfnh+CL1ceRmJyiddGIzBbDDhGRiSnh5YzFAxrj9ebl1O0ft55F75/2ICI6TuuiEZklhh0iIhPkYGeLjzpXw6yX68LdyR7/nb+NTlO2Y+eZm1oXjcjsMOwQEZmwp2v4Y8WQ5ggq4aHOp/Xyz3swfctppPBkokQ5xrBDRGTiyhVzw/K3m+HZegGQjPP1ujC8Pm8fImMTtC4akVlg2CEiMgMujnb45rla+KpnTTjZ22LzietqtNbhS5FaF43I5DHsEBGZkecbBGLZ201RpqgrLt25j2dn7sKC3Rd4MlGix2DYISIyM9VLeuHvwc3xVDU/JCSn4KM/j2L474cQm5CkddGITBLDDhGRGfJyccAPferhg45BsLO1wfIDl9F9+g6cvn5P66IRmRyGHSIiMz6Z6ICWFbD4jcbw9XDCyYh76DZtO1YcuqJ10YhMCsMOEZGZa1jOByuHNkeT8kURk5CMIYsP4NO/jyEhibMuEwmGHSIiC+Dr4Yz5/Rvi7ScqqNtzdp7H8z/swuXI+1oXjUhzDDtERBbC3s4W7z0dhF/61oensz0Ohkei85Rt+PfkDa2LRqQphh0iIgvzZFU/dTLR4FJeuBObiFdn/4fvNpxEMmddJivFsENEZIECfVyx9K0m6N2oNGQKnimbTqnQc+tevNZFIyp0DDtERBbK2cEOE54Jxvcv1IKLgx22nbqpTiYacuGO1kUjKlQMO0REFu6ZOgH4a3AzlC/uhmvRcXjhh134dfs5zrpMVoNhh4jIClT281CzLneq6Y+kFB0+XxmKQYv2425cotZFIzI6hh0iIivh7mSPaS/VwWddq8PBzgarj1xDt2k7cOJatNZFIzIqhh0iIiubdblv07L47c0mKOnljLM3Y9RpJv4XcknrohEZDcMOEZEVqlu6CFYObYGWlYsjLjEFI5YewphlhxGXmKx10YgKnI2OPdQQHR0NLy8vREVFwdPTU+viEBEVmpQUHaZuPo3Jm06qIerF3B3RoYa/6tvToKyPOskokbl/fzPsMOwQEWHbqRsY/vsh3Lj7cB4eOblox+DU4FOvdBHYMviQiWHYyQWGHSIiIDE5BTtO38Sqw1ex7tg1RMclpT1WwtM5LfjULe2t+v4QaY1hJxcYdoiI0pMzpm8/fQMrD1/FhmMRuBv/MPiU8nZBx+AS6FSzJGoFeDH4kGYYdnKBYYeIKGvxScnYelJqfK5gQ2gEYhIedmIOKOKians6B5dEjVKeDD5UqBh2coFhh4goZ2S01j9hN7DqyFVsOh6BWIPgU6aoKzo9aOqq5s/gQ8bHsJMLDDtERLl3PyEZW8Kuqz4+m05EqCHseuWLuanQI5cqfh4MPmQUDDu5wLBDRJQ/MfFJ2HwiNfhIAIpPehh8Kvq6qxqfLrX8UdHXQ9NykmVh2MkFhh0iooJzLz5JNXFJ5+Z/w24gIflh8JFaHtXHp6Y/yhd317ScZP4YdnKBYYeIyDii4xKxMTRC1fhsPXUDickPv3Kq+nuq0CO1PmWLuWlaTjJPDDu5wLBDRGR8UbGJWB96TdX4yHw+cvZ1PRnJ1Sm4pAo/gT6umpaTzAfDTi4w7BARFa47MQlq4kIZ1bXzzC0kGwQfmbsntXNzSTWnD1FWGHZygWGHiEg7t+7FY60En8NXsfvsLRjkHtQp7Z02nN3fi8GH0mPYyQWGHSIi0yDn5lp79Kpq6vrv/G11clK9+mWKqNAjp63w83TWsphkIhh2coFhh4jI9FyPjsPqI1dVU9fe83fS7pcpe+SM7NK/R87QXtzDSdNyknYYdnKBYYeIyLRdjbqP1UekqesK9l+MTLtfTsTeqFxRVePToUYJFHVn8LEm0Qw7OcewQ0RkPi5H3sfqw1ex8shVHAp/GHzsbG3QpHxq8JH//b2d4WRvp2lZybgYdnKBYYeIyDyF345VzVzSufnI5ah0j0lzV3F3J5T0dlGjukp6O6vrD2+7oIirA09lYcYYdnKBYYeIyPydvxmjgs+ao1dxKuJeulNWZMXZwfZh+PFKDUASikoVSb2vhBdrh0wZw04uMOwQEVkW+Wq7HZOAK5Fxqtnriv4SdR+X79zH5cg43LwXn6Pnkg7QqYHI2SAQPawt8nFzZO2QiX9/2xdqqYiIiAqBhA/prCyX4ACvTJeJS0zGtag4FYJSA1Hcw0D0IBzJmdxlOLxcDoVn/lpO9rZpzWL6/1Xt0IPrUjvk7MDaIS0x7BARkVWSACLn5MrqvFxSO3QnNtEgDOkvqbVFcpEQJM1lZ2/GqEtWirk7pdYMpYWhBzVFD64XZe2QUVlM2Jk+fTq+/vprXLt2DbVq1cLUqVPRsGFDrYtFRERmSsKHNFHJpUapzGuH4pNSa4fS1QylC0dxuJ+YrJrM5HLoUvpO1Ia1Q5l1pC7m7ggXB3u4Otqpi4ujHdwc7dX/8jcMSFYUdn777TcMHz4cs2bNQqNGjTB58mS0b98eYWFh8PX11bp4RERkoaTzcpmibuqSVe1QZGxihn5D6fsRXX9QO3TuZoy65JTMMeT6IPi4qSBkEIoc7ODmlPqYq4M+KNnDzSn1Mfm7jOHJMFA52llWkLKIDsoScBo0aIBp06ap2ykpKQgMDMSQIUMwevTobP+eHZSJiEgrUjsUERX/SEfqS3fuI+p+ImLik3A/IRmxicmITUhGQg5GmeWXna1NWvhRgepBYHJ1sjcITw8ffxiUHl43DFTyv0wDYG9nW6DltJoOygkJCQgJCcGYMWPS7rO1tUXbtm2xa9cuTctGRESUk9qh0kVd1SUnkpJTVPBRAUhdUsNQTILcl/TgvtTHYx48Fqu/LzEJMfEP/jYxdVnD50lMTq3/kLPQ341LUhcgZ6PWsrN+WEtU9vOAFsw+7Ny8eRPJycnw8/NLd7/cPnHiRKZ/Ex8fry6GyZCIiMgcSO2Ip1ycHQr8uRMlSKUFoIfBSR+o9NcfhqcHt+MfPKZCWPq/0z+f1A5pxezDTl5MnDgRn332mdbFICIiMikOdrbwcpFLwQcpLXvNFGzjmQaKFSsGOzs7REREpLtfbpcoUSLTv5EmL2nf01/Cw7OYPIGIiIgKhJYdns0+7Dg6OqJevXrYtGlT2n3SQVluN2nSJNO/cXJyUh2ZDC9ERERkmSyiGUuGnfft2xf169dXc+vI0POYmBj069dP66IRERGRxiwi7Lzwwgu4ceMGxo4dqyYVrF27NtauXftIp2UiIiKyPhYxz05+cZ4dIiIiy/3+Nvs+O0RERESPw7BDREREFo1hh4iIiCwaww4RERFZNIYdIiIismgMO0RERGTRGHaIiIjIojHsEBERkUVj2CEiIiKLZhGni8gv/STSMhMjERERmQf993Z2J4Ng2AFw9+5d9X9gYKDWRSEiIqI8fI/LaSOywnNjAUhJScGVK1fg4eEBGxubAk2cEqDCw8N5zi0j4nouPFzXhYPruXBwPZv/epYII0GnZMmSsLXNumcOa3ak45KtLQICAoz2/PLhckcyPq7nwsN1XTi4ngsH17N5r+fH1ejosYMyERERWTSGHSIiIrJoDDtG5OTkhE8++UT9T8bD9Vx4uK4LB9dz4eB6tp71zA7KREREZNFYs0NEREQWjWGHiIiILBrDDhEREVk0hh0iIiKyaAw7RjR9+nSULVsWzs7OaNSoEf777z+ti2QV6/Knn35CixYtUKRIEXVp27Yt172Rt9klS5ao2ce7d+9u9DJa67qOjIzEoEGD4O/vr0a1VK5cGatXry608lrLep48eTKqVKkCFxcXNevvsGHDEBcXV2jltSRbt25Fly5d1OzGcnz4888/tSuMjMaigrdkyRKdo6Oj7tdff9UdO3ZM98Ybb+i8vb11ERERWhfN4tdlr169dNOnT9cdOHBAd/z4cd2rr76q8/Ly0l26dKnQy24N2+y5c+d0pUqV0rVo0ULXrVu3QiuvNa3r+Ph4Xf369XUdO3bUbd++Xa3zf/75R3fw4MFCL7slr+eFCxfqnJyc1P+yjtetW6fz9/fXDRs2rNDLbglWr16t+/DDD3XLli2TUd+65cuXa1YWhh0jadiwoW7QoEFpt5OTk3UlS5bUTZw4UdNyWeO6TEpK0nl4eOjmzp1rxFJa53qWddu0aVPdzz//rOvbty/DjpHW9cyZM3Xly5fXJSQkFGIpzV9u17Ms26ZNm3T3DR8+XNesWTOjl9XSQeOww2YsI0hISEBISIhqPjE8/5bc3rVrl6Zls8Z1GRsbi8TERPj4+BixpNa5nj///HP4+vqif//+hVRS61zXf//9N5o0aaKasfz8/FCjRg188cUXSE5OLsSSW/56btq0qfobfVPX2bNnVVNhx44dC63cZBw8EagR3Lx5Ux2E5KBkSG6fOHFCs3JZ67p8//33VZux4UGP8r+et2/fjl9++QUHDx4spFJa77qWL93Nmzejd+/e6sv39OnTePvtt1WIl5lpqWDWc69evdTfNW/eXJ1NOykpCW+99RY++OCDQio1GQtrdsiiTZo0SXWeXb58ueqgSAXj7t276NOnj+oMXqxYMa2LY/FSUlJUDdqPP/6IevXq4YUXXsCHH36IWbNmaV00i/LPP/+oGrMZM2Zg//79WLZsGVatWoVx48ZpXTTKJ9bsGIEc/O3s7BAREZHufrldokQJzcplbevym2++UWFn48aNqFmzppFLal3r+cyZMzh//rwaaWH4hSzs7e0RFhaGChUqFELJrWOblhFYDg4O6u/0qlatimvXrqnmGkdHR6OX2xrW88cff6xC/Ouvv65uBwcHIyYmBgMGDFDhUprByDzxkzMCOfDIr69Nmzal+yKQ29LuTsZfl1999ZX6NbZ27VrUr1+/kEprPes5KCgIR44cUU1Y+kvXrl3RunVrdV2G7FLBbdPNmjVTTVf6QClOnjypQhCDTsGtZ+nflzHQ6AMmTyNp5jTrGm0FQx5lCOOcOXN0oaGhugEDBqghj9euXdO6aBa3Lvv06aMbPXp02vKTJk1Sw03/+OMP3dWrV9Mud+/e1fBdWN56zoijsYy3ri9evKhGFA4ePFgXFhamW7lypc7X11c3fvx4Dd+F5a3nTz75RK3nxYsX686ePatbv369rkKFCrrnn39ew3dhvu7evaumAJGLxI3vvvtOXb9w4UKhl4Vhx4imTp2qK126tPrilSGQu3fv1rpIFrkuW7Vqpb5o9cqUKaN2rIwXOZBRwa3njBh2jLuud+7cqWvUqJH68pZh6BMmTFBD/6ng1nNiYqLu008/VQHH2dlZFxgYqHv77bd1d+7c0aj05m3Lli2ZHosfdxwxFhv5R+vaJSIiIiJjYZ8dIiIismgMO0RERGTRGHaIiIjIojHsEBERkUVj2CEiIiKLxrBDREREFo1hh4iIiCwaww4RERFZNIYdIrIac+bMgbe3t9GeX04iKWfNzg05f1vt2rXTnfeKiAoWww4R5Zmcdfudd95BxYoV4ezsDD8/P3XSypkzZ6qTKppKCMmNY8eOoWfPnihbtixsbGwwefLkHP3doUOHsHr1agwdOjTtjNlvvfVWpsvOnz8fTk5OuHnzJp5++ml1RvOFCxcW6PsgoocYdogoT86ePYs6depg/fr1qjbjwIED2LVrF9577z2sXLkSGzduhDmSkFa+fHlMmjQJJUqUyPHfTZ06Fc899xzc3d3V7f79+2PJkiW4f//+I8vOnj1bnSW+WLFi6varr76KKVOmFOC7IKJ0Cv1sXERkEdq3b68LCAjQ3bt3L9PHU1JS0q5/++23uho1auhcXV3V3wwcODDtLPSZnSxQf9LWuLg43YgRI3QlS5ZUfysncpTlH0dO2ihnt5azgstJM6tXr65bsWKFemz27Nk6Ly8v3dq1a3VBQUE6Nzc39T6uXLmS6XPJSWW///77bNeFnJBTnlfORq5348YNdfLJ+fPnp1tWzqZtY2OjW7NmTdp9chZoed+nT5/O9rWIKPdYs0NEuXbr1i1VozNo0CC4ublluow0AenZ2tqqmgtpIpo7dy42b96saoBE06ZNVVORp6cnrl69qi4jR45Ujw0ePFjVFkkNyeHDh1XNiTT7nDp1KtPXlH4vHTp0wI4dO7BgwQKEhoaqGho7O7t0NTfffPONakraunUrLl68mPZ6eSVli4qKQv369dPuk1qbbt264ddff32kyS4gIABPPfVU2n2lS5dWTYDbtm3LVzmIKAt5CEhEZOV2796taiKWLVuW7v6iRYuq2hK5vPfee1n+/dKlS9WyevoaF0NS22FnZ6e7fPlyuvuffPJJ3ZgxYzJ93nXr1ulsbW11YWFhmT4ur5OxBmX69Ok6Pz+/fNXsLF++XJXVsDZLSA2S1OJIbY6Qx+U5P/roo0eeo06dOrpPP/0029ciotyzzyoEERHl1n///adqV3r37o34+Pi0+6X/zsSJE3HixAlER0cjKSkJcXFxqpbF1dU10+c6cuQIkpOTUbly5XT3y/MWLVo00785ePCgqjXJ+DeG5PUqVKiQdtvf3x/Xr19Hfki/HOlwbFibJdq1a6fKI310Pv/8c2zatEnVJPXr1++R53BxcclVp24iyjmGHSLKNRl9JV/sYWFh6e6Xjr36L2698+fPo3Pnzhg4cCAmTJgAHx8fbN++XXXgTUhIyDLs3Lt3TzU/hYSEpGuGEvpOwBkZvm5WZOSTIXkfOp1U+OSdNFlJUJH34+jomK75TjofS9Pdp59+qkJP69at09aTodu3b6N48eL5KgcRZY59dogo16RmRWotpk2bhpiYmMcuK2FFanu+/fZbNG7cWNW6XLlyJd0yEhCkFseQjPSS+6TWRcKV4SWrUVI1a9bEpUuXcPLkSRQmmSdHSB+hjKQWJzw8HMuWLcPy5ctVyMtIarnOnDmj3jMRFTyGHSLKkxkzZqjmKOmU+9tvv+H48eOqpkc6Bktzlb42RsJJYmKiGpotw9WlY/CsWbPSPZfMaSM1OdLMI3PPSC2JhCJpDnvllVdUUDh37pxqJpPmsFWrVmVaplatWqFly5ZqnpwNGzaov1mzZo2auC+npHZGmsPkItcvX76srp8+fTrLv5Eambp166oaq4zKlSuHNm3aYMCAAaqpq0ePHo8ss3v3bvVYkyZNclxOIsqFPPTzISJSZMj24MGDdeXKldM5ODjo3N3d1fDwr7/+WhcTE5O23Hfffafz9/fXubi4qKHe8+bNUx2FZZi43ltvvaU6LRsOPU9ISNCNHTtWV7ZsWfX88hzPPPOM7vDhw1mW6datW7p+/fqp53J2dlZD3vVDwjPrCC2diw0PhefOnXtkKLxcWrVq9dh1MWPGDF3jxo0zfWzRokXqOd5+++1MH5eh8m+++eZjn5+I8s5G/slNOCIiosw7KVepUkXVcuWmhkZqsuTv9u3bp2qBiKjgsRmLiKgASOfoefPmqfCSG9KBW5oEGXSIjIc1O0RERGTRWLNDREREFo1hh4iIiCwaww4RERFZNIYdIiIismgMO0RERGTRGHaIiIjIojHsEBERkUVj2CEiIiKLxrBDREREsGT/D26ZOaguqzt1AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_dataset(dataset1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### do1d" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let us use the `do1d` function to perform the above measurement." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 19. Using 'qcodes.dataset.do1d'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "12f526e18d5949fa820557bbaf7cdc08", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/10 [00:00,\n", " ),\n", " (None, None))" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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v27fvnuWNt4d+vct1zbgNqr4tqLl1J9/Z+Lw3ZMgQ1SZTf64wJ7fbUr/OZZmHxQbKOST1mdJeRdpi/PDDD+pgNpcM5IbxBcZ4wz6o3lN6jOjbpMjJUk54sjPIyUXqbaW9g/6Emd0BKj2xpF2A1J//+uuvWXpD6Q8acyd7/ecaH1i5IZ9jWu+dne+//16dtOSkKr0nsvtMSQyMyd/ICUV/sZO/lwPedDk94wNWSP11bhojm25HWadCEmPT52UbyT4k9dy5jUsSa9Oxb2T7SluOvJDEWJJWc58vJznjk5actGWdmvZEkcRMTob6k7op+c5ygpc6ejnhmtsf5W/NNaiXGPJCkqSvv/5aJRnSpkh6Fspx8dprr93T60/ik3ZPcpM4pL2PtKWTXoryWnbdyB9EkgBpeyJtJmTf1bf7MiX7gNCf7E0ZtxuSdguSNEr7GdM2ScZt8+S7SHIi+5/82JFG05KQS1ufvJK2LebiNv6RZEpiMt7e5o4T+fEjnT1MnzduhySfJW0KJQE2x3RdmH6OkDhy0p7kfjILjvJ2LtcfH6b7tJxnZLtkd/zkZptKG5xx48apH+Gm3zXOaP8Qst5N16esd3PnGHne3LozPW/IjzH5oXC/tk+53Zb6dZ4fY34x2ckh+dWp740lv4RbtGihTmjh4eGGcTNkg5g7ICTDNye77tb3O6iENMCbN29elueklEBPTupyk8Zl5nY82fGld5n8opSLgGn3WtlhxaVLl+75W3lOGlk+bKKXE9I4Up9wSaM5KYHKCdMDQxIMeU4agZpb56bjnuQ2kctuOz5o++Y2rrzuL/kpLycdKd2R5EMu1FOmTEFBk4uB/HKUkhVJMuR/WUcPKimS40VK46RxqVxEpFFxXpMdKakZO3as+uUuia30KjFHX/rx008/qcTRlPxS1pNf3JI4SUmUDCsg+4f8vTQQNi5FkeWkZEG64MtwCdJlWnqOyjlCjvv7bUc5V5nbz0yPCf3nyXtnN8RBTvbfnOzT8lnSOeGrr74yu6zpj4qCOE5kG94vWSroY/NB21S2mzTmlYRYxgGS/V9KaWQsOGmQnGFSypbXc9bDyu221K9z04Q4L5js5IHsEJMmTVK9YuQXoIwFoM/mzRX3PShrzy1puS7VGREREaoocf78+SpBkV5B8mtc3/vG3EVbSmZksDfpGSFFq9WrV79nGSnZkMx7z549Zru5F8b4LZJUSVWCXCTk18/o0aNV1YpckMz9WjD+5Xnq1Cl1UOl7wElJjxyssoyUzlmKgogrN8mIbGPZR/S/0o1JEm9M1rusU1lWiqH1pPefJM3mtotp6Y70gjFXEiB/m5MYckMSG+ntI6VeUsIjv0L1PdUeRI5j2TYyhlZeyS996eUlCbu+eN8cfXWL9K65X4mnnPSl1EkSRvn1rmduvQk5H7z66qvqJr+WZSwtGaBNn+zIdzTXC0jOVTkpAdLHLSVPOS2pzSv5LOnKL9Vj+TWqd27fR5IH6aGaV/rjQ/Zp4/UrVVtyHs/JOrzfNpUfg3JOlx/BxsMuSMl/QTl58qS6BhrXOMh5W0qd8mtbyroRxuecvGKbnTyS7plS2iO/VPVVO7IhpR2McZdD2bCmXTEfliQocnDICVROWpL4yGPpDiolTvr2OqZdaiX7l3ZC0p5B6k7vV1LSq1cvNSiccRdoOdnKASXdGwua/CKWi6tUZUn3fPmuUrdv7heGvsuk3rRp09T/+hO7dEeWBFUuFKZ/L49Nu+4WloKIS37NiZx0Z5XPlgRSuulKEbieFDPrR+PW05/ATEtm9L/QpEr0fiTZkeouGZzTlLy3DGqpHxxTyDEkJSt5pS/FkcRA2peYK9WRY9NcWwC54EsX/7xWo+lJqZBU3+nbkJkj618SBmmPJoMcmtKfS/S/uE33E9PtIce4aZWFJFJSemtcLS3nKlnnxmMJmR7vDyo9k/eQKj+5yGUXd36VakgJxbfffnvPa1INqx+KoqCOEyHnSkk489ruR87H8qNt6tSpWbahnN9ke93v+MnJNjW3f8j9//u//0NBmTNnTpZ9dtasWao9ov68mx/bUoYAkaQop6X698OSnYcgxcly4ZeSlMGDB6sicDn5ywlMLsySfcsgVNJgUT8uRX6SJEra6+gzZCnilhKQ7EhjUqnPlZIdKe40HkRQGDd+leJ/SYgkc5dqCDmhSdGpFEGaNt7Vl6DkZA4jORhMP1dPqg/kJPTjjz+qBnuyXvUNwCWBkfjkgJJfNqbZv4ydIsX5ksjJ+0sVo35QNzkpy4VHqhUkRqmGlLFM5O+kWFhKx+633gpKQcQl7ylJhex38l6yPqU9jGmbCz1JtGQMEikil/Uq20fWteyzxm2BZF1KqYyc4OQCIeOpSHIivyQlbuNfeNmV7sh+ZK6hspRUSjWObD9ZRmKWz5Ffw3ltjyTfVxpnymB+wlyyI796JRmRfUeOI6l2kYuZtMmTi4iURD0MWUdyux9JdGSflkb48ktdGldLiZskn3IMyA8WKT2W5WTcJ2m7IRcYKX2V6gz9L1/j8VjkmJFOFLLN5DtJCa6M32U8fo00TpW2erLO5QIkYw7JcWPcsPd+pP2WjIQuFzbZV+ScIDHJhUwamUq8MsZSfpB1I6XWco6V95Z1IgmA/LCU5yUx1zcxyCl9x413331XrXNpHyfnRX0SZEqSEfnBJesyLwOqyjaV41z2f1nnss9JKY+MuyMljvcbaDUn21RKnmTbyflCtoGsfymJeth2SvcjibKU0Mj+o/8u8mNbP45VfmxLOUZlGalGfGgP3Z/LTsfZEdKFsGLFiuomXSmFdJWWbprSzVDGlZCurtl1PTfufqtn2s3vfkJDQ9VYEsZj45iLM6dj85iSLrT6MRGke2zfvn1Vl1hTMi5MkyZNHqrrub4bqHTll26WxmOz6Mm4O9JtVz/mg75Lq3SVlrEkvLy81FgtMm7D7du37/n73377TXUhlfeQm6w/6c4ZHh5uttt0TrvlLl26NEf7jD5eGcIgv+Iy3beEdP2UMTSk+3pOuqHLmCbSjVT2Wdl3pRuoPlZjqampqiu5dC2WMWtkiIOxY8feMwxBdrFK91Z9d3LTfV/G+5G/k27wMu6T7NfSDTy3Xc+N6YdlkHFozJH9aNy4cWrfDQgIUOtLhpSQMWCMu9LnxP2OaWPmxtnR70vSjVvWj6wDOadIV3jjoSPkGJdjQI5FWe6pp54ydM3VnzNkOAIZHkLGmpHjQT5L7ssYNqZkbBxZ1zKEhoxvI5+V031cb9++fbqePXuqYTTkfWRflPFlZAyeB+332a0Lc/uPdHGW7sfyvHyOHOeyz8r+aDxGl3yOuS7a5rrayz4m31+6QudkP5MhLtq1a5ejY12/3uR/Y9LVXI5vOX5kPCsZX8h4PC1zcrpN5TwoXeBlmAM5J8uwBfpu9z8anQNys971606OCdPvLOcNGU5AtoV8plwfZDwr0/c0HY4lp9tSuu3LOUnGFcoPDvLPw6dMZK+kuF9+2UkR+IOqMvKb/PKWX0pSZJ4fDdiIiLIjnTmk+YKUQmTXg9IezJ07V5XkSclSbkvUckOqaKUkU0od89r71xjb7NBDkaJIqU8t7ESHiKgwSVWvdJgwnqKFCoZU1UqTEJmiJD8SHcE2O/RQZEA/00H9iPKbtBkz1xDWtF1Edl1nH6ZdwoPm5ZH2SPl1QibLJsNEUMGTNlTGnSbyA5MdIrJ40uvnfqMwC2msazzhbn6QRv8PanwtDerNTapJRJaDbXaIyOJJL6kHdfuVniD66Uzyi/Rmke6v9yNt1vQDcRKRZWKyQ0RERDaNDZSJiIjIprHNzp35OmQ2WRmELb+GIyciIqKCJZVTMvCijChtPKO8KSY7gEp0TCcgIyIiIusgU53oR9w3h8kOoEp09CtLhtkmIiIiyydTMUlhhf46nh0mO0Yz4Eqiw2SHiIjIujyoCQobKBMREZFNY7JDRERENo3JDhEREdk0JjtERERk05jsEBERkU1jskNEREQ2jckOERER2TQmO0RERGTTmOwQERGRTWOyQ0RERDaNyQ4RERHZNCY7REREZNOY7NADZWTocCs5TeswiIiI8oSznlO20jN0+PPQJUzdeBIRVxMwon1lvPq/SnB0vP/sskRERJaEyQ7dN8k5dfmW4fkv1p/ArojrmPJMXfgXddM0RiIiopxiskNZkpxVB6NUknP6SoJ6zqeIC15uWR5+nm74eNURbD15FV2mbsXU3vXQuIK/1iETERE9EJMdum+SM6BZOXi5u6jnGpQthlcXhqllnv12J0Y9WhVDWldktRYREVk0B51Op4Odi4+Ph4+PD+Li4uDt7Q17kdMkx1hCchre//0wlu27qB63qlICXz9dh9VaRERksddvJjt2mOzkJckxJrvM0rALGPfHYSSlZiDQ2w3Tnq2PRuX9CukbEBERIcfXb027nqenp+P9999H+fLlUaRIEVSsWBHjx49XF1M9uT9u3DgEBwerZdq3b4+TJ09meZ/r16+jb9++6ov6+vpi4MCBuHXrbsNaupvk/LH/Ih79+h+8vmS/SnR8PVzwZseq2PZ2GwxrW/mBiY5wcHDA0w1D8MfQFqhYwhMx8cmqWmvm36dUN3UiIiJLommy8+mnn2LWrFmYPn06jh07ph5/9tlnmDZtmmEZeTx16lTMnj0bu3btgqenJzp27IikpCTDMpLoHDlyBBs2bMCqVauwZcsWDBo0SKNvZblJTgczSc7Wt9pgaJtKOUpyTFUN8sKKYS3wRL1S6jM+WxuOF+buxvWElAL5HkRERHmhaTVWt27dEBgYiO+//97wXK9evVQJzoIFC1SpTsmSJTFq1CiMHj1avS5FVfI3c+fORe/evVWSVL16dezevRsNGzZUy6xduxZdunTBhQsX1N/bazWWvrrq/zaexJk71VWS5LzcsgL6Ny2bpwTHHNlOv+yJxLg/jiA5LQNB3u6Y1qceHinHai0iIrLzaqxmzZph48aNOHHihHp84MABbNu2DZ07d1aPIyIiEB0draqu9ORLNW7cGDt27FCP5X+putInOkKWd3R0VCVB5iQnJ6sVZHyz5ZKcM/lUkpMdqdZ65pEy+GNYc1Qo4Yno+CT0nrMTs/4+zWotIiKy767nY8aMUYlGaGgonJycVBueiRMnqmopIYmOkJIcY/JY/5r8HxAQkOV1Z2dn+Pn5GZYxNWnSJHz00UewNZLkrDwQhambCrYkJzuhQd5YOawF3l1+CL/vj8Kna4/jv4hr+PLpuvDzdC3QzyYiIrLIZOeXX37BwoULsWjRItSoUQP79+/HG2+8oaqeBgwYUGCfO3bsWIwcOdLwWBKukJAQ2GKSI72riroV3mb2dHPG18/URZMK/vhgxRFsDr+CrlO3Ytqz9dCQ1VpERGRvyc6bb76pSnek7Y2oVasWzp07p0peJNkJCgpSz8fExKjeWHryuG7duuq+LHP58uUs75uWlqZ6aOn/3pSbm5u6WTtLSnJMq7V6NyqDOiG+GLpwL85cTcAzc3aqarRBLStwEEIiIipUmrbZSUxMVG1rjEl1VkZGhrovXdIlYZF2PcalMNIWp2nTpuqx/B8bG4uwsDDDMps2bVLvIW17bJEkOb/vu4gOX/2DN37O2iZn29ttVZscrRIdY9WCvbFieAs8VqekinnymuN4af4e3GBvLSIiKkSaXhG7d++u2uiUKVNGVWPt27cPX331FV588UVDCYFUa02YMAGVK1dWyY+MyyPVXD169FDLVKtWDZ06dcLLL7+suqenpqZi2LBhqrQoJz2xrElaegZWHozCtI2nVGmJpZTk3I/E9H+9M6u1Plx5BJuOX86s1upTX00/QUREZNNdz2/evKmSl+XLl6uqKElOnn32WTWIoKtrZoNWCe+DDz7AnDlzVAlOixYtMHPmTFSpUsXwPlJlJQnOypUrVUmRdF+XsXmKFi2aozgsveu5uSSnmCQ5raThsWUmOeYcjYrH0EV7EXE1Ac6ODnirU1W81ILVWkRElDecLiIXLDXZsZUkx9it5DSMXXZItTUS7UID8MVTdVCMvbWIiCiXmOxYcbJji0mOMdnlFv13Hh+tPIqUtAyU9HHH9L71Ub8Mq7WIiCjnmOxYYbJj60mOqSNRcaq31tlriapa6+1OoXipZXnVVouIiOhBmOxYUbIjSc6KA1GYtumUas9i60mOsZtJqapaa9XBS+px+2qZ1Vq+HqzWIiKi+2OyYwXJTnZJzqBWFdGvaVmbTnKMyS64cNd5fLwqs1qrlG8RNbcWq7WIiOh+mOxYcLJzvyRHpnWQUYjt0eGLcaq31rk71VpjOodiYAtWaxERkXlMdiww2WGSk7NqrTG/HcKfh/TVWoH48qk68PEo2Hm9iIjI+jDZsaBkR5KcP/ZLknNSNcYVTHKyJ7vkgl3nMV56a6VnVmtN71MP9VitRURERpjsWECywyQn/6q1XJykWqsaXmxejtVaRESkMNnRONmRwfO6T9tmqK7y83TFoFYV0K8Jk5zciFfVWgex+lC0etyheiC+eJLVWkREhBxfvzWdCNSWSU+qiiU8VZIjDW23vtUGg1tXZKKTS97uLpjRpz4+frwGXJ0cseFoDLpO24r9kbFah0ZERFaCJTsFWI11Ke62ulgzwckfhy5kVmudv55ZrTW2czW8wGotIiK7Fc+SHe0F+xRhopOPapX2warXWqBzzSCkpuvUuDyv/BSGuMRUrUMjIiILxmSHrIqUlM3sWx8fPVZDle6sv1OtdYDVWkRElA0mO2R1pNpqQLNy+G1IM4T4FcGFG7fx5OztmPtvhOq2TkREZIzJDlmt2qV9sWp4S3SqkVmt9eHKoxiyYC/ibrNai4iI7mKyQ1bNp4gLZj1XHx92r66qtdYeiUa3aVtx8AKrtYiIKBOTHbKJaq3nm5fHr4OboXSxIoi8fhu9ZrFai4iIMjHZIZtRJ8QXf77WEh1rBBqqtV5duFcNTEhERPaLyQ7ZXLXW7OcaYFy3zGqtNYej0W3qNjVGDxER2ScmO2ST1VovtiiPpXeqtWQQQqnWmr/jLKu1iIjsEJMdsll1pVpreEs1n5bMnj7ujyNqBObElDStQyMiokLEZIdsmkwYOqdfA7zfrTqcHR3UhKKfrD6mdVhERFSImOyQXVRrDWxRHt8//4h6vHDXeU4kSkRkR5jskN1oXaUEetYvBWm28+7yQ0hLz9A6JCIiKgRMdsiuvNOlmuqxdSQqHvN3nNM6HCIiKgRMdsiuFC/qhrc7har7X64PR3RcktYhERFRAWOyQ3an9yMhqFfGFwkp6fh41RGtwyEiogLGZIfsjqOjAyb2qAWnO72zNh+/rHVIRERUgJjskF2qXtIbLzYvp+6PW3EYt1PStQ6JiIgKCJMdsltvtK+CYB93NXHojM2ntA6HiIgKCJMdsluebs748LEa6v43W07j1OWbWodEREQFgMkO2bVHqweifbUANUv6u8sPc+4sIiIbxGSHYO+jK0vpThEXJ+yKuI5ley9qHRIREeUzJjtk90oX88Dr7Sur+xNXH0NsYorWIRERUT5iskMEqLmzqgQWxfWEFHy69rjW4RARUT5iskMEwMXJEROfqKXuL/4vEmHnrmsdEhER5RMmO0R3PFLOD083LK3uS2PlVE4USkRkE5jsEBkZ07kainm44Hj0Tfz4b4TW4RARUT5gskNkxM/TFWO7VFP3v95wEhdjb2sdEhERPSQmO0QmnqxfGo3K+eF2ajo+XMGJQomIrB2THSIzE4VOeKImnB0dsOFoDNYfidY6JCIieghMdojMqBLohZdbVVD3P1p5FIkpaVqHREREecRkhygbr7WtjNLFiqh2O/+38aTW4RARUR4x2SHKRhFXJ3z8eOZEod9vjcDx6HitQyIiojxgskN0H21DA9GpRhDSMnR4b/lhZGRwolAiImvDZIfoAT54rDo8XZ2w59wNLA2L1DocIiLKJSY7RA8Q7FMEIzpUUfcnrTmOa7eStQ6JiIhygckOUQ4836wcqgV7IzYxVSU8RERkPZjsEOWAs5MjPnmiJhwcgF/DLmDnmWtah0RERDnEZIcoh+qVKYZnG5VR99/7/TBS0jhRKBGRNWCyQ5QLb3cMhb+nK05dvoVvt57ROhwiIsoBJjtEueDj4YL3umVOFDp140mcv5aodUhERPQATHaIcqlH3VJoWsEfyWkZGLfiMHQ6jr1DRGTJmOwQ5ZKDQ+ZEoa5Ojvg7/ArWHuZEoURElozJDlEeVCxRFINbZ04U+uHKI7iVzIlCiYgsFZMdojx6tU0llPX3QEx8Mr5af0LrcIiIKBtMdojyyN1FJgqtqe7P3R6BwxfjtA6JiIjMYLJD9BBaVymBbrWDIfODvvv7YaRzolAiIovDZIfoIb3frTq83JxxIDIWi/87r3U4RERkgskO0UMK9HbH6I5V1f1P1x7HlZucKJSIyJIw2SHKB881KYtapXxwMykNE/88qnU4RERkhMkOUT5wcnTAxDsThf6+Pwr/nrqqdUhERHQHkx2ifFK7tC/6NylrmCg0KTVd65CIiIjJDlH+GtWxKkp4uSHiagK++YcThRIRWQImO0T5yNvdBeO6VVf3Z/x9SiU9RESkLSY7RPlMxt1pWbk4UmSi0D84USgRkdaY7BAVwESh4x+vCVdnR2w9eRUrD17SOiQiIrvGZIeoAJQr7olhbSqp++NXHUXc7VStQyIisltMdogKyCutK6BCcU81yOCX68O1DoeIyG4x2SEqIG7OTpjQI3Oi0J92nsPBC7Fah0REZJeY7BAVoGaViuOJeqUgbZTfWX6IE4USEdljsnPx4kU899xz8Pf3R5EiRVCrVi3s2bPH8Lr0ZBk3bhyCg4PV6+3bt8fJkyezvMf169fRt29feHt7w9fXFwMHDsStW7c0+DZE93qnSzV4uzvj8MV4/LTjrNbhEBHZHU2TnRs3bqB58+ZwcXHBmjVrcPToUXz55ZcoVqyYYZnPPvsMU6dOxezZs7Fr1y54enqiY8eOSEpKMiwjic6RI0ewYcMGrFq1Clu2bMGgQYM0+lZEWckgg293DlX3v1h/AjHxd/ddIiIqeA46DQcBGTNmDP79919s3brV7OsSWsmSJTFq1CiMHj1aPRcXF4fAwEDMnTsXvXv3xrFjx1C9enXs3r0bDRs2VMusXbsWXbp0wYULF9TfP0h8fDx8fHzUe0vpEFF+y8jQoees7dgfGYuutYMxo099rUMiIrJ6Ob1+a1qys2LFCpWgPPXUUwgICEC9evXw7bffGl6PiIhAdHS0qrrSky/VuHFj7NixQz2W/6XqSp/oCFne0dFRlQSZk5ycrFaQ8Y2oIDnemSjU0QH48+Al/B1+WeuQiIjshqbJzpkzZzBr1ixUrlwZ69atw5AhQ/Daa69h3rx56nVJdISU5BiTx/rX5H9JlIw5OzvDz8/PsIypSZMmqaRJfwsJCSmgb0h0V42SPniheXl1f9wfRzhRKBGRPSQ7GRkZqF+/Pj755BNVqiPtbF5++WXVPqcgjR07VhV56W+RkZEF+nlEeiM6VEGQtzvOX0/EjM2ntA6HiMguaJrsSA8raW9jrFq1ajh//ry6HxQUpP6PiYnJsow81r8m/1++nLVKIC0tTfXQ0i9jys3NTdXtGd+ICkNRN2d8+FjmPj/7n9M4dZm9BomIbDrZkZ5Y4eFZR5Y9ceIEypYtq+6XL19eJSwbN240vC7ta6QtTtOmTdVj+T82NhZhYWGGZTZt2qRKjaRtD5Gl6VgjCG1DA5CarsN7vx/iRKFERLac7IwYMQI7d+5U1VinTp3CokWLMGfOHAwdOtQwoeIbb7yBCRMmqMbMhw4dQv/+/VUPqx49ehhKgjp16qSqv/777z/Vu2vYsGGqp1ZOemIRFTbZrz96rAbcXRyx88x1LN93UeuQiIhsmqbJziOPPILly5dj8eLFqFmzJsaPH48pU6aocXP03nrrLQwfPly155HlZbBA6Vru7u5uWGbhwoUIDQ1Fu3btVJfzFi1aqKSJyFKF+HngtXaV1f2Jfx5DbGKK1iEREdksTcfZsRQcZ4e0kJKWga5Tt+Lk5Vt4tlEZTOpZS+uQiIisilWMs0Nkz1ydHQ0ThS7+7zzCzt3QOiQiIpvEZIdIQ40r+OOpBqXV/XeXH0JaeobWIRER2RwmO0QaG9ulGnw9XHA8+ibmbudEoURE+Y3JDpHG/Dxd8U7naur+VxtOICr2ttYhERHZFCY7RBbgyQal0bBsMSSmpOOjlUe0DoeIyKYw2SGykIlCJzxRE86ODlh3JAZ/Hc06ajgREeUdkx0iCxEa5I2BLTMnCv1gxREkpqRpHRIRkU1gskNkQV5vVxmlfIvgYuxtTN3IiUKJiPIDkx0iC+Lh6qymkhDfbT2D8OibWodERGT1mOwQWZj21QPxaPVApGVkThSakWH3g5wTET0UJjtEFuiDx2rAw9UJu8/ewK9hF7QOh4jIqjHZIbJA0m5nRPsq6v4na47hegInCiUiyismO0QW6vnm5RAa5IXYxFRMWn1M63CIiKwWkx0iC+Xi5IiJT2TOhL407AL+i7iudUhERFaJyQ6RBWtQthiebVRG3ZfGyilpnCiUiCi3mOwQWbi3O1WFv6crTsTcwvfbIrQOh4jI6jDZIbJwvh6ueKdL5kSh/7fxBCKvJ2odEhGRVWGyQ2QFetYvhcbl/ZCUmqGmktDpOPYOEVFOMdkhsgIODg6Y+ERNuDg5YNPxy2qyUCIiyhkmO0RWolKAF15pVVHd/2jlEdxK5kShREQ5wWSHyIoMa1sJZfw8cCkuCdM2ntQ6HCIiq8Bkh8iKuLs44cPHqqv7P/wbgbNXE7QOiYjI4jHZIbIybaoGoFWVEkhN12HSGo6sTET0IEx2iKywsfJ7XavBydFBNVTefvqq1iEREVk0JjtEVqhKoBf6Ns4cWXn8qmNIz2BXdCKi7DDZIbJSb7SvAm93Zxy7FI9f9kRqHQ4RkcVyzu0fxMbGYvny5di6dSvOnTuHxMRElChRAvXq1UPHjh3RrFmzgomUiLLw83TF6+2rYPyqo/hiXTi61g6Gt7uL1mEREVlvyU5UVBReeuklBAcHY8KECbh9+zbq1q2Ldu3aoXTp0ti8eTM6dOiA6tWr4+effy7YqIlI6d+0LCqU8MS1hBTM2HxK63CIiKy7ZEdKbgYMGICwsDCV0JgjCdDvv/+OKVOmIDIyEqNHj87PWInIhIuTo2qs/OLcPfhx21n0aVQGZf09tQ6LiMiiOOhyOMnOtWvX4O/vn+M3zu3yWoqPj4ePjw/i4uLg7e2tdThEuSKHcP8f/sPWk1fRqUYQZvdroHVIREQWdf3OcTWWJC6rVq1CRkZGjpcnosLpiv5+t+pwdADWHonGjtPXtA6JiMh6e2P16NEDISEhePfdd3HqFNsHEFlWV/Sy6r40WGZXdCKiPCY7EREReOWVV7BkyRJUrVoVrVu3xk8//aTa6hCRtkZ0qAIvd2ccvRSPX8PYFZ2IKE/JjpTqjBs3DqdPn8Zff/2FcuXKYciQIaqH1uDBg7F79+7cvB0R5XdX9HaV1f3P14XjZlKq1iEREVn3oIJt2rTBvHnzcOnSJXz++ec4dOgQmjRpgjp16uRvhESUY/2blkOF4p64eku6op/WOhwiItsYQdnLy0uNtSPJj6+vL44ePZo/kRFRrrk6O+LdrtXU/R+2ReD8tUStQyIist5kR9rpzJ8/H//73/9QuXJl1Y5n5MiROHv2bP5GSES50jY0AC0rF0dKegZnRSciykuys3PnTgwaNMjQTkdGT5b2O9I7S3pplSpVqmAiJaJczIqe2RV9zeFo7DzDruhEZN9ylezIyMnNmzfH3r17MWnSJNVeZ8GCBaoKi4gsR9UgL/QxzIrOruhEZN9yley0b99eJTp79uxRvbBk1EIiskwj2md2RT8SFY/fwi5oHQ4RkXUkO1OnTmVvKyIr4V/UzdAV/bN14biVnKZ1SERE1tNAWea9Gjp0qKrWKl68OPz8/LLciMhyuqKX8/fA1VvJmMlZ0YnITuV41nNj/fr1Uw2SBw4ciMDAQNUgkogstSt6dbw8fw++2xaBZxuVQYifh9ZhERFZfrKzdetWbNu2jVVaRFagfbUAtKhUHNtOXVVd0Wf25azoRGRf8lSNFRoayvmwiKypK3q3aqor+upD0djFruhEZGfylOzMnDlTjanzzz//qPY78fHxWW5EZFlCg7xVFZb4mF3RicjO5CnZkWkhJKlp27YtAgICUKxYMXWT5+V/IrI8I2VWdLc7XdH3sis6EdmPPLXZ6du3L1xcXLBo0SI2UCayoq7or7WrjImrj6lZ0bvUCkZRtzydAoiIrEqeznSHDx/Gvn37ULVq1fyPiIgKzIBm5bBw1zmcvZaIWX+fwpsdQ7UOiYjIMquxGjZsiMjIyPyPhogKvCv6O10yZ0X/dmsEIq9zVnQisn15KtkZPnw4Xn/9dbz55puoVauWqtIyVrt27fyKj4jyWYfqgWhW0R/bT1/D5LXHMaNPfa1DIiIqUA46nS7X3TIcHe8tEJJ2O/JW8n96ejqsiTS2lnm+4uLi4O3trXU4RAXu2KV4dJ26FdIp65dXmqJReY58TkTWJ6fX7zyV7ERERDxMbESksWrB3ujdqAwW7TqPj1cdwYqhLeAoA/EQEdmgPCU7ZcuWzf9IiKjQu6Kv3B+Fwxczu6I/1TBE65CIiLRtoLxz584cv2liYiKOHDmS15iIqBAUL+qG4e0qGWZFT+Cs6ERk78mOTP7ZsWNHLF26FAkJCWaXOXr0KN555x1UrFgRYWFh+RknERVQV/Sy/h64cjMZs/4+rXU4RETaJjuSyHTt2hXvvfeeGim5Ro0a6NChA7p3744WLVqgePHiqF+/vmrPs379evTv379gIiaifOPm7GToij5n6xlcuMGu6ERke/LUG2vPnj1q1vNz586pCUEl0alXrx7atGkDPz/r69XB3lhkz+QU0OfbXdhx5hq61Q7GdHZFJyIbu37nKdmxNUx2yN4djYpHt2mZXdF/HdwUDctZ348WIrI/8Tm8fudpBGUisi3VS3rjmUfuzoqewVnRiciGMNkhImXUo1XUxKAHL8Rh2b6LWodDRJRvmOwQ0d2u6G3vdEVfe5xd0YnIZjDZISKD55uXQxk/D1y+mYzZ/7ArOhHZBiY7RGS+K/oWdkUnIjtNdqSruXQ7l3F3TCUlJWH+/Pn5FRsRaaBjjUA0qeCH5LQMfLo2XOtwiIgKN9k5ceIEqlWrhlatWqFWrVpo3bo1Ll26ZHhdun698MILDx8VEWnGwcEB73erDgcHYOWBKISdu651SEREhZfsvP3226hZsyYuX76M8PBweHl5oXnz5jh//vzDRUFEFqVGSR88c2di0I9Xsis6EdlRsrN9+3ZMmjRJjZhcqVIlrFy5Us2X1bJlS5w5c6bgoiSiQjfq0aqqK/qBC3H4fT+7ohOR9XLMbXsdZ2fnLMXds2bNUvNjSZWWVHMRkW0o4eWGYXe6on+69jgSU9gVnYjsINkJDQ1V82KZmj59Oh5//HE89thj+RkbEWnshTtd0WPikzGbs6ITkT0kO0888QQWL15s9jVJeJ599lk1qWBeTJ48WZUUvfHGG1l6dw0dOhT+/v4oWrQoevXqhZiYmCx/J+2FZDZ2Dw8PBAQE4M0330RaGn+BEuVfV/RQdf+bLWdwMfa21iERERVssjN27FisXr0629dnzpyJjIyMXAexe/dufPPNN6hdu3aW50eMGKHaBS1duhT//PMPoqKi0LNnT8Pr6enpKtFJSUlR7YnmzZuHuXPnYty4cbmOgYjM61gjCI3L3+mKvua41uEQERXOoIILFixAQkIC8sOtW7fQt29ffPvttyhWrFiWbuzff/89vvrqK7Rt2xYNGjTAjz/+qJKanTt3qmXWr1+vxvuReOrWrYvOnTtj/PjxmDFjhkqAiCh/u6KvYFd0IrKXZEdKXAIDA9GnTx9V0iMlLHkl1VRSOtO+ffssz4eFhSE1NTXL89JmqEyZMtixY4d6LP/LeD8Si570DpMp348cOZLnmIgoq5qlfPB0gztd0VcdY1d0IrL9ZEcGElyyZIn6xff0008jODhYJS1S6pIb8h579+5V3dlNRUdHw9XVFb6+vlmel8RGXtMvY5zo6F/Xv5ad5ORklRAZ34jo/kZ1rAJPVycciIzFHwfYFZ2IbDzZke7n3bp1w8KFC9UAg19//TXOnj2LNm3aoGLFijl6j8jISLz++uvqPdzd3VGYJLny8fEx3EJCMn+xElH2ArzcMVTfFX1NOLuiE5H9TAQqvaCk6kjay1SuXFklPTkh1VSSKNWvX18lT3KTRshTp05V96WERtrdxMbGZvk76Y0VFBSk7sv/pr2z9I/1y2TX0FraBOlvkngR0YO92Lw8QvyKIDo+Cd/8w4FEicjGk53ExERVKtOlSxeUKlUKU6ZMUV3Tc9pWpl27djh06BD2799vuDVs2FA1Vtbfd3FxwcaNGw1/I1NUSFfzpk2bqsfyv7yHJE16GzZsgLe3N6pXr57tZ7u5ualljG9E9GDuLk54p3PmrOjfbDmNKHZFJyIrcHc45Fzo3bs3Vq1apUp1pM3O+++/b0hAckrm1ZJ5tox5enqqMXX0zw8cOBAjR46En5+fSkiGDx+uPqdJkybq9UcffVQlNf369cNnn32m2um89957qv2QJDRElP861QxCo/J++C/iuhpZ+f9619M6JCKi/E92nJyc8Msvv6jqK7lfUKQtkKOjoxpMUBoVy+fJWD7GcUjSNWTIEJUESbI0YMAAfPzxxwUWE5G9k44J47pVR/fp2/DH/ij0b1oODcreHTaCiMjSOOjyOuSxDZHeWNJQWdrvsEqLKGfe+vUAftlzAXVDfLFsSDM4OjpoHRIR2Zn4HF6/H7qBMhHZp9GPVlVd0fdHxqrBBomILBWTHSLKkwBvd7zaJrMr+uQ1nBWdiCwXkx0iyrOBLcqjdLHMruhztrArOhFZJiY7RPRwXdG7ZHZFn/3PaVyKY1d0IrKhZOf06dOqm/ezzz5rGOdmzZo1nJOKyM50lq7o5fyQlJqBz9aGax0OEVH+JDsy0rFMwLlr1y4sW7ZMzVwuDhw4gA8++CAvb0lENjAr+vJ9F7Hv/A2tQyIievhkZ8yYMZgwYYIarVgm69Rr27Ytdu7cmZe3JCIrVqu0D56sX1rd/3jVUXBECyKy+mRHpmiQqSFMBQQE4OrVq/kRFxFZmTc7VoWHqxP2nWdXdCKygWTH19cXly5duuf5ffv2qXmyiMg+u6IPNeqKfjslXeuQiIjynuzI3Fhvv/22motK6uszMjLw77//YvTo0ejfv39e3pKIbKQreinfIrgUx67oRGTlyc4nn3yC0NBQhISEqMbJMhlnq1at0KxZM9VDi4jstyv62C6h6j67ohORTcyNFRkZqdrvSMJTr149VK5cGdaIc2MR5R85pTz9zQ7sPnsDPeuVwlfP1NU6JCKyUQU6N5bMKp6YmKhKdrp06YKnn35aJTq3b9/mjONEdi5zVvQaqiv6sn0X1dxZRERaylOy89FHHxnG1jEmCZC8RkT2Tbqi99J3RV95hF3Ricj6kh05ccmvN1MyqKCfn19+xEVENtIVfe/5WKw8eG/vTSKiwuKcm4WLFSumkhy5ValSJUvCk56erkp7Bg8eXBBxEpGVCZRZ0f9XEV+sP4HJq4+hQ7VAFHF10josIrJDuUp2pkyZokp1XnzxRVVdJY2C9GQk5XLlyqFp06YFEScRWaGXWlbA4v8icTH2Nr7degavtbPOTgxEZIe9sWRuLOlm7uLiAlvA3lhEBWflgSgMX7wPRVycsHn0/xDk4651SERkIwq0N1br1q0NiU5SUpL6MOMbEZFet9rBaFi2GG6npuOzdce1DoeI7FCekh3pdTVs2DA1F5anp6dqy2N8IyLK0hW9e3V1f9neizjAruhEZA3JzptvvolNmzZh1qxZcHNzw3fffafa8JQsWRLz58/P/yiJyKrVLu17tys6Z0UnImtIdlauXImZM2eiV69ecHZ2RsuWLdU0ETKNxMKFC/M/SiKyem91qqra7YSdu4FV7IpORJae7Fy/fh0VKlRQ96VBkDwWLVq0wJYtW/I3QiKyqa7o+lnRk1I5KzoRWXCyI4lORESEui8Tgv7yyy+GEh9fX9/8jZCIbMbLrSqgpI+76or+3VbOik5EFpzsvPDCC2q0ZDFmzBjMmDED7u7uGDFihGrPQ0SU3azoY7pUU/dn/n0aMfFJWodERHbgoWY91zt37hzCwsJQqVIl1K5dG9aG4+wQFR455fSatV1NIyGNlr98uo7WIRGRlSrQcXZMlS1bFj179rTKRIeICr8r+gfda6j7v+29wK7oRGRZ00Xcvn0bGzduRLdu3dTjsWPHIjk52fC6k5MTxo8fr6q0iIiyUyfEFz3rl1Lj7rz160H8PrQ5580iogKTq5KdefPm4ZtvvjE8nj59OrZv3459+/ap24IFC9TYO0REDzK2czWU8HJDeMxNjPvjsNbhEJENy1WyI2PoDBo0KMtzixYtwubNm9Xt888/N/TMIiK6H0l0pvauB0cHYGnYBfyyJ1LrkIjIRuUq2Tl16hRq1apleCzVVY6Od9+iUaNGOHr0aP5GSEQ2q2lFf4x6tKq6L6U7x6M5tx4RaZzsxMbGZmmjc+XKFZQrV87wOCMjI8vrREQPMqR1RbSuUgJJqRl4deFe3EpO0zokIrLnZKd06dI4fDj7uvWDBw+qZYiIcsrR0QFfP1MXQd7uOHMlAWOXHeLcWUSkXbLTpUsXjBs3DklJSWZ7aslkoF27ds3P+IjIDvh5umJG33pwdnTAygNRWLjrvNYhEZG9DioYExODunXrwtXVFcOGDUOVKlXU8+Hh4apnVlpamuqVFRgYCGvCQQWJLMO3W85g4upjcHVyxLJXm6FmKR+tQyIiG7h+53oEZZkTa8iQIdiwYYOhqFkGCevQoYOaCV0/Qag1YbJDZBnknDLopzBsOBqDMn4eWPVaC3i7u2gdFhHZW7KjJzOdS+8sIdNE+Pn5wVox2SGyHHGJqeg6bSsu3LiNTjWCMOu5+uoHFRFRoU8XIcmNdDWXmzUnOkRkWXw8XDCjT324ODlg7ZFo/PjvWa1DIiIrly9zYxER5fd0Eu91ra7uf7L6GPaev6F1SERkxZjsEJFF6t+0LLrWCkZahg7DF+1DbGKK1iERkZViskNEFkna6UzuVQvl/D1wMfY2Rv1yABkZHH+HiHKPyQ4RWSwvdxfM7NsArs6O2Hj8MuZsPaN1SERkhZjsEJFFq17SGx89VkPd/3xdOP6LuK51SERkZZjsEJHF6/1ICJ6oVwrp0n5n8V5cvcU5+Igo55jsEJFVtN+Z0KMmKgUURUx8Mt5Ysl8lPkREOcFkh4isgqebM2b1rY8iLk7Yduoqpm/KHNSUiOhBmOwQkdWoHOiFiU/UVPenbDyBf09d1TokIrICTHaIyKr0rF8azzQMgUx08/qSfbgcn6R1SERk4ZjsEJHV+ejxGggN8sLVWykYvngf0tIztA6JiCwYkx0isjruLk6Y2bc+PF2dsCviOr7+64TWIRGRBWOyQ0RWqUKJopjcq7a6P2PzaWwOv6x1SERkoZjsEJHV6l6npJpDS4z4eT+iYm9rHRIRWSAmO0Rk1d7tWg21SvkgNjEVwxbtRSrb7xCRCSY7RGTV3JydMKNPfXi5O2Pv+Vh8tva41iERkYVhskNEVq+Mvwe+eKqOuv/t1gisPxKtdUhEZEGY7BCRTehYIwgvtSiv7o9aegDnryVqHRIRWQgmO0RkM97uHIr6ZXxxMykNQxftRXJautYhEZEFYLJDRDbDxckR0/vURzEPFxy6GIeJfx7TOiQisgBMdojIppT0LYKvnqmr7s/fcQ6rDkZpHRIRaYzJDhHZnDZVA/Dq/yqq+2N+O4QzV25pHRIRaYjJDhHZpJEdqqBReT/cSk7Dqwv3IimV7XeI7BWTHSKySc5Ojpj2bD0UL+qK49E38eGKI1qHREQaYbJDRDYr0Nsd/9e7HhwcgCW7I/Fb2AWtQyIiDTDZISKb1rxScbzerrK6/97vh3Ey5qbWIRFRIWOyQ0Q2b3jbymhRqThup6ZjyMK9SExJ0zokIipETHaIyOY5OTpgSu+6CPByw6nLt/De8sPQ6XRah0VEhYTJDhHZheJF3VSDZUl8lu27iJ93R2odEhEVEiY7RGQ3Glfwx+hHq6r741YcwZGoOK1DIqJCwGSHiOzKK60qoG1oAFLSMjB04V7cTErVOiQiKmBMdojIrjg6OuDLp+qgpI87zl5LVCMss/0OkW1jskNEdqeYpyum960PZ0cH/HnokppDi4hsl6bJzqRJk/DII4/Ay8sLAQEB6NGjB8LDw7Msk5SUhKFDh8Lf3x9FixZFr169EBMTk2WZ8+fPo2vXrvDw8FDv8+abbyItjV1LiSh79csUw9gu1dT9CX8exYHIWK1DIiJbTHb++ecflcjs3LkTGzZsQGpqKh599FEkJCQYlhkxYgRWrlyJpUuXquWjoqLQs2dPw+vp6ekq0UlJScH27dsxb948zJ07F+PGjdPoWxGRtXixeTl0rBGI1HQdhi7ai7hEtt8hskUOOguqrL5y5YoqmZGkplWrVoiLi0OJEiWwaNEiPPnkk2qZ48ePo1q1atixYweaNGmCNWvWoFu3bioJCgwMVMvMnj0bb7/9tno/V1fXB35ufHw8fHx81Od5e3sX+PckIssRdzsV3adtw/nriWhfLRDf9m8AB5lfgogsXk6v3xbVZkeCFX5+fur/sLAwVdrTvn17wzKhoaEoU6aMSnaE/F+rVi1DoiM6duyoVsCRI5z4j4juz6eIC2b2rQ9XJ0f8dSwG322N0DokIspnFpPsZGRk4I033kDz5s1Rs2ZN9Vx0dLQqmfH19c2yrCQ28pp+GeNER/+6/jVzkpOTVTJkfCMi+1WzlA/e715d3Z+89jj2nL2udUhEZIvJjrTdOXz4MJYsWVIoDaOl2Et/CwkJKfDPJCLL9lzjMuhepyTSM3QYtmgfriekaB0SEdlSsjNs2DCsWrUKmzdvRunSpQ3PBwUFqYbHsbFZe0lIbyx5Tb+Mae8s/WP9MqbGjh2rqsz0t8hIDhtPZO+knc6knrVQobgnouOTMOLn/cjIsJgmjURkrcmOtI2WRGf58uXYtGkTypcvn+X1Bg0awMXFBRs3bjQ8J13Tpat506ZN1WP5/9ChQ7h8+bJhGenZJQ2VqlfPLJY25ebmpl43vhERFXVzxszn6sPN2RH/nLiCWf+c1jokIrL2ZEeqrhYsWKB6W8lYO9LGRm63b99Wr0sV08CBAzFy5EhV6iMNll944QWV4EhPLCFd1SWp6devHw4cOIB169bhvffeU+8tSQ0RUW6EBnlj/OOZ7Qa/XB+OHaevaR0SEVlz1/Psunf++OOPeP755w2DCo4aNQqLFy9WDYulp9XMmTOzVFGdO3cOQ4YMwd9//w1PT08MGDAAkydPhrOzc47iYNdzIjImp8XRSw/it70XUMLLDX++1gIBXu5ah0VEebx+W9Q4O1phskNEphJT0tBjxr84EXMLTSv4Y8FLjeHkyPF3iCyJVY6zQ0RkKTxcndX4Ox6uTthx5hr+768TWodERHnEZIeIKBuVArxUDy0xbfMpbDlxReuQiCgPmOwQEd3H43VLoU/jMpAK/zd+3o/ouCStQyKiXGKyQ0T0AOO6VUf1YG810ODwxXuRmp6hdUhElAtMdoiIHsDdxUm135FxeHafvYEv1odrHRIR5QKTHSKiHChX3BOfPVlb3f/mnzP462jWkduJyHIx2SEiyqEutYLxfLNy6v6opQdw4Uai1iERUQ4w2SEiyoV3ulRDnRBfxN1OxdBF+5CSxvY7RJaOyQ4RUS64Ojti+rP14O3ujAORsZi05pjWIRHRAzDZISLKpRA/D3z5dF11/8d/z2LNoUtah0RE98Fkh4goDzpUD8QrrSqo+2/9ehBnryZoHRIRZYPJDhFRHo3uWBUNyxbDzeQ09J6zE3vOXtc6JCIyg8kOEVEeuTg5Ynqf+qhYwhPR8Ul4Zs5OfLvljJo1nYgsB5MdIqKHEOTjjhXDWqB7nZJIz9Bh4upjGLwgTPXWIiLLwGSHiOghebo5Y2rvuhj/eA24ODlg3ZEYdJ+2DYcvxmkdGhEx2SEiyh8ODg7o17Qcfh3cDKV8i+D89UT0nLUdi3adZ7UWkcaY7BAR5SMZcPDP11qgXWiAGnDwneWHMOqXA0hMSdM6NCK7xWSHiCif+Xq44tv+DfFWp6pwdACW7buIHjP+xanLt7QOjcguMdkhIioAjo4OePV/lbDo5SYo4eWGEzG38Pj0bVhxIErr0IjsDpMdIqIC1KSCv6rWalLBDwkp6Xht8T6M++MwktPStQ6NyG4w2SEiKmABXu5YMLAxhrapqB7P33EOT8/egcjrnDWdqDAw2SEiKgTOTo54s2Mofnz+Efh6uODAhTh0m7YNG4/FaB0akc1jskNEVIjahAZg1fAWqteWDDw4cN4efLr2ONLSM7QOjchmMdkhIipkpYt5YOkrTfF8s3Lq8ay/T6Pvd7twOT5J69CIbBKTHSIiDbg6O+LDx2pgep968HR1wq6I6+gydRt2nL6mdWhENofJDhGRhrrVLokVw1ugaqAXrt5KRt/vdmLG5lPIyOCoy0T5hckOEZHGKpYoit+HNkev+qUhOc7n68IxcN5uxCamaB0akU1gskNEZAGKuDrhi6dq49NetVQV1+bwK+g6dRv2R8ZqHRqR1WOyQ0RkQZOJPvNIGSx/tRnK+nvgYuxtPDV7O+ZtP8vJRIkeApMdIiILU6OkD1YOb4FONYKQmq7DByuOYPjifbiVzMlEifKCyQ4RkQXydnfBrOfq472u1eDs6IBVBy/hsenbEB59U+vQiKwOkx0iIguu1nqpZQX8/EoTBPu448yVBDw+Yxt+C7ugdWhEVoXJDhGRhWtQ1k+NutyycnEkpWZg1NIDGPPbQSSlcjJRopxgskNEZAX8i7ph7guNMKJ9FTg4AEt2R6LnzO04dy1B69CILB6THSIiK+Hk6IDX21fG/Bcbwd/TFUcvxaPb1G1Ye/iS1qERWTQmO0REVqZl5RL487WWaFi2GG4mp2Hwgr2YsOooUjmZKJFZTHaIiKxQkI87Fg9qgkGtKqjH322LQO85O3Ep7rbWoRFZHCY7RERWysXJEe90qYZv+jWAl7szws7dUKMubzlxRevQiCwKkx0iIivXsUaQ6q1Vo6Q3riekYMCP/+HrDSeQzslEiRQmO0RENqCsvyd+G9IMzzYqA5lZ4v82nsTzP/6Ha7eStQ6NSHNMdoiIbIS7ixMm9ayFr56ugyIuTth68qqq1tpz9rrWoRFpiskOEZGN6Vm/NP4Y1hwVS3giOj5JNVz+busZTiZKdovJDhGRDaoS6IUVw1qge52SSMvQYcKfxzB4QRjibqdqHRpRoWOyQ0RkozzdnDG1d12Mf7wGXJ0cse5IDLpP24bDF+O0Do2oUDHZISKy8clE+zUth1+HNEUp3yI4fz0RPWdtx+L/zrNai+wGkx0iIjtQu7Qv/nytBdqFBiAlLQNjlx1SE4ompqRpHRpRgWOyQ0RkJ3w9XPFt/4Z4u1MoHB2AZXsvoseMf3Hq8i2tQyMqUEx2iIjsiKOjA4b8ryIWvdwEJbzccCLmFh6fvg0rDkRpHRpRgWGyQ0Rkh5pU8FfVWk0r+CMhJR2vLd6HcX8cRnJautahEeU7Bx1bqCE+Ph4+Pj6Ii4uDt7e31uEQERWatPQMfP3XCczYfFo9DvR2Q9daJdG9TjDqhviqBs5E1n79ZrLDZIeICJuPX8bopQdwLSHF8FzpYkXQrXZJdKsdrObdYuJDlobJTi4w2SEigqrC2nriKlYejMKGozFITLlbpVWhuKdKemSQwsqBXprGSaTHZCcXmOwQEWV1OyUdm8MvY9XBKGw8dhnJaRmG16oGeqlqLin1KVfcU9M4yb7FM9nJOSY7RETZu5Wcho3HYrDyQBT+OXEFqel3Lxu1SvmoEp+utYNRupiHpnGS/YlnspNzTHaIiHImLjEV645Gq8Rn++lrSM+4ewmpX8ZXVXN1rRWMAG93TeMk+xDPZCfnmOwQEeXetVvJWHM4WlV17Yq4Dv3VRNoxNy7vp6q5OtcMgn9RN61DJRvFZCcXmOwQET2cmPgkrD50SZX47D0fa3jeydEBzSr6qxKfjjWC4FPERdM4ybYw2ckFJjtERPnnwo1E/HnwElYdvIRDRjOsuzg5oHWVEqrEp331QBR1c9Y0TrJ+THZygckOEVHBOHs1QVVzrTxwCeExNw3Puzk7om1ogCrxaVM1AEVcnTSNk6wTk51cYLJDRFTwTsTcxKoDUVh58BIiriYYnvdwdUKH6oGqxKdVleJwc2biQznDZCcXmOwQERUeuewciYpX1VzSxudi7G3Da17uzqptj5T4SFsfFydO4UjZY7KTC0x2iIi0IZeg/ZGxqprrz0NRiIlPNrxWzMMFnWvJ4IXBaFzeXzV2JjLGZCcXmOwQEWkvI0OH3Wevq+kq1hyKzjJPVwkvmaBUpqsIRr2QYnBk4kNgspMrTHaIiCxvNvYdZ65h1YFLWHP4EuKT0gyvlfRxR7c6mROUygjOnKDUfsUz2ck5JjtERJYrJS0D205dUVVdMkGpTF+hV9bfwzBBqczZxcTHvsQz2ck5JjtERNYhKTUdf4dfVj26ZL6upNS7E5RWCiiK7rVLoludYFQsUVTTOKlwMNnJBSY7RETWJ0EmKD1+OXOC0vArSEm/m/gEebsjxK8IQop5oHSxImqSUvk/xM8DQT7u7OVlI5js5AKTHSIi6xZ3O1VVcUni8++pq0gzmqDUlLRtDvYpglLFjJOhzIRIEiRJlJyZDFkFJju5wGSHiMi2Ep8zV27hwo3biLyRqP7PvGXelzZA9yNd3IN93DNLglQydDchkpKhQG93doO3EEx2coHJDhGR/XRvv3orGZFGyc/d/2/joiRDRtVh5jg7OqCk753kR58I+d0pGSrmgQAvN3aNt7DrN2dhIyIiuyFJSIC3u7o1KFvMbDJ0+WayIQGKvH4nEYpNNCRDUkV2/nqiugHX7nkPVydHlPR1N1SLZSkZKuaB4kWZDBU2m0l2ZsyYgc8//xzR0dGoU6cOpk2bhkaNGmkdFhERWRFJQqQBs9walrv39fQMHWLikwwlQpHXjUqGYhMRFZukSobOXktUN3NcnR1R2vdOmyG/uw2oQ+78X7yoK7vQ5zObqMb6+eef0b9/f8yePRuNGzfGlClTsHTpUoSHhyMgIOCBf89qLCIiyq/BEKPvJEOGUiGjqrJLcbdxn7bTiruLI0r5ZiZC/p5uKjmSWeLdXOR/p8z7hpuTel5Kk4xfz/ybO8u66F/PfCzVcLaSTNlVmx1JcB555BFMnz5dPc7IyEBISAiGDx+OMWPGPPDvmewQEVFhSJVkKC4ps+G0canQncbUkigV9FXZ0QEqETJNou4mTHcemyRU9yRRD3w9ayIm1Xf53eXfbtrspKSkICwsDGPHjjU85+joiPbt22PHjh2axkZERGRMLvZSYiM3VLz3dekpJqU/+pKh2Nup6rnktHQkp8r/mfcznzPzONX866npdzMoKVm6nZquboXpr5GtUCnAC1qw+mTn6tWrSE9PR2BgYJbn5fHx48fN/k1ycrK6GWeGREREWpOSkbL+nuqWnzIydKotkT4ZMk6E9ElS5ut3X0u55/XcJVx33yPzsauTE7Ri9clOXkyaNAkfffSR1mEQEREVWsNrd0cnuLtIwuECe2P1Q0QWL14cTk5OiImJyfK8PA4KCjL7N1LlJfV7+ltkZGQhRUtERESFzeqTHVdXVzRo0AAbN240PCcNlOVx06ZNzf6Nm5ubashkfCMiIiLbZBPVWCNHjsSAAQPQsGFDNbaOdD1PSEjACy+8oHVoREREpDGbSHaeeeYZXLlyBePGjVODCtatWxdr1669p9EyERER2R+bGGfnYXGcHSIiItu9flt9mx0iIiKi+2GyQ0RERDaNyQ4RERHZNCY7REREZNOY7BAREZFNY7JDRERENo3JDhEREdk0JjtERERk05jsEBERkU2ziekiHpZ+EGkZiZGIiIisg/66/aDJIJjsALh586b6PyQkROtQiIiIKA/XcZk2IjucGwtARkYGoqKi4OXlBQcHh3zNOCWBioyM5JxbBYjrufBwXRcOrufCwfVs/etZUhhJdEqWLAlHx+xb5rBkRxouOTqidOnSBfb+snF5IBU8rufCw3VdOLieCwfXs3Wv5/uV6OixgTIRERHZNCY7REREZNOY7BQgNzc3fPDBB+p/Kjhcz4WH67pwcD0XDq5n+1nPbKBMRERENo0lO0RERGTTmOwQERGRTWOyQ0RERDaNyQ4RERHZNCY7BWjGjBkoV64c3N3d0bhxY/z3339ah2QX6/Lbb79Fy5YtUaxYMXVr3749130B77NLlixRo4/36NGjwGO013UdGxuLoUOHIjg4WPVqqVKlClavXl1o8drLep4yZQqqVq2KIkWKqFF/R4wYgaSkpEKL15Zs2bIF3bt3V6Mby/nh999/1y4Y6Y1F+W/JkiU6V1dX3Q8//KA7cuSI7uWXX9b5+vrqYmJitA7N5tdlnz59dDNmzNDt27dPd+zYMd3zzz+v8/Hx0V24cKHQY7eHfTYiIkJXqlQpXcuWLXWPP/54ocVrT+s6OTlZ17BhQ12XLl1027ZtU+v877//1u3fv7/QY7fl9bxw4UKdm5ub+l/W8bp163TBwcG6ESNGFHrstmD16tW6d999V7ds2TLp9a1bvny5ZrEw2SkgjRo10g0dOtTwOD09XVeyZEndpEmTNI3LHtdlWlqazsvLSzdv3rwCjNI+17Os22bNmum+++473YABA5jsFNC6njVrlq5ChQq6lJSUQozS+uV2Pcuybdu2zfLcyJEjdc2bNy/wWG0dNE52WI1VAFJSUhAWFqaqT4zn35LHO3bs0DQ2e1yXiYmJSE1NhZ+fXwFGap/r+eOPP0ZAQAAGDhxYSJHa57pesWIFmjZtqqqxAgMDUbNmTXzyySdIT08vxMhtfz03a9ZM/Y2+quvMmTOqqrBLly6FFjcVDE4EWgCuXr2qTkJyUjImj48fP65ZXPa6Lt9++21VZ2x80qOHX8/btm3D999/j/379xdSlPa7ruWiu2nTJvTt21ddfE+dOoVXX31VJfEyMi3lz3ru06eP+rsWLVqo2bTT0tIwePBgvPPOO4UUNRUUluyQTZs8ebJqPLt8+XLVQJHyx82bN9GvXz/VGLx48eJah2PzMjIyVAnanDlz0KBBAzzzzDN49913MXv2bK1Dsyl///23KjGbOXMm9u7di2XLluHPP//E+PHjtQ6NHhJLdgqAnPydnJwQExOT5Xl5HBQUpFlc9rYuv/jiC5Xs/PXXX6hdu3YBR2pf6/n06dM4e/as6mlhfEEWzs7OCA8PR8WKFQshcvvYp6UHlouLi/o7vWrVqiE6OlpV17i6uhZ43Pawnt9//32VxL/00kvqca1atZCQkIBBgwap5FKqwcg6ccsVADnxyK+vjRs3ZrkQyGOpd6eCX5efffaZ+jW2du1aNGzYsJCitZ/1HBoaikOHDqkqLP3tscceQ5s2bdR96bJL+bdPN2/eXFVd6RNKceLECZUEMdHJv/Us7ftMExp9gslpJK2cZk2j7aDLo3RhnDt3ru7o0aO6QYMGqS6P0dHRWodmc+uyX79+ujFjxhiWnzx5supu+uuvv+ouXbpkuN28eVPDb2F769kUe2MV3Lo+f/686lE4bNgwXXh4uG7VqlW6gIAA3YQJEzT8Fra3nj/44AO1nhcvXqw7c+aMbv369bqKFSvqnn76aQ2/hfW6efOmGgJEbpJufPXVV+r+uXPnCj0WJjsFaNq0aboyZcqoC690gdy5c6fWIdnkumzdurW60OqVLVtWHVimNzmRUf6tZ1NMdgp2XW/fvl3XuHFjdfGWbugTJ05UXf8p/9Zzamqq7sMPP1QJjru7uy4kJET36quv6m7cuKFR9NZt8+bNZs/F9zuPFBQH+Ufr0iUiIiKigsI2O0RERGTTmOwQERGRTWOyQ0RERDaNyQ4RERHZNCY7REREZNOY7BAREZFNY7JDRERENo3JDhEREdk0JjtEZDfmzp0LX1/fAnt/mURSZs3ODZm/rW7dulnmvSKi/MVkh4jyTGbdfv3111GpUiW4u7sjMDBQTVo5a9YsNamipSQhuXHkyBH06tUL5cqVg4ODA6ZMmZKjvztw4ABWr16N1157zTBj9uDBg80u+9NPP8HNzQ1Xr15Fp06d1IzmCxcuzNfvQUR3Mdkhojw5c+YM6tWrh/Xr16vSjH379mHHjh146623sGrVKvz111+wRpKkVahQAZMnT0ZQUFCO/27atGl46qmnULRoUfV44MCBWLJkCW7fvn3Psj/++KOaJb548eLq8fPPP4+pU6fm47cgoiwKfTYuIrIJHTt21JUuXVp369Yts69nZGQY7n/55Ze6mjVr6jw8PNTfDBkyxDALvbnJAvWTtiYlJelGjRqlK1mypPpbmchRlr8fmbRRZreWWcFl0swaNWroVq5cqV778ccfdT4+Prq1a9fqQkNDdZ6enup7REVFmX0vmVT266+/fuC6kAk55X1lNnK9K1euqMknf/rppyzLymzaDg4OujVr1hiek1mg5XufOnXqgZ9FRLnHkh0iyrVr166pEp2hQ4fC09PT7DJSBaTn6OioSi6kimjevHnYtGmTKgESzZo1U1VF3t7euHTpkrqNHj1avTZs2DBVWiQlJAcPHlQlJ1Ltc/LkSbOfKe1eOnfujH///RcLFizA0aNHVQmNk5NTlpKbL774QlUlbdmyBefPnzd8Xl5JbHFxcWjYsKHhOSm1efzxx/HDDz/cU2VXunRpPProo4bnypQpo6oAt27d+lBxEFE28pAgEZGd27lzpyqJWLZsWZbn/f39VWmJ3N56661s/37p0qVqWT19iYsxKe1wcnLSXbx4Mcvz7dq1040dO9bs+65bt07n6OioCw8PN/u6fI5pCcqMGTN0gYGBD1Wys3z5chWrcWmWkBIkKcWR0hwhr8t7vvfee/e8R7169XQffvjhAz+LiHLPObskiIgot/777z9VutK3b18kJycbnpf2O5MmTcLx48cRHx+PtLQ0JCUlqVIWDw8Ps+916NAhpKeno0qVKlmel/f19/c3+zf79+9XpSamf2NMPq9ixYqGx8HBwbh8+TIehrTLkQbHxqVZokOHDioeaaPz8ccfY+PGjaok6YUXXrjnPYoUKZKrRt1ElHNMdogo16T3lVzYw8PDszwvDXv1F269s2fPolu3bhgyZAgmTpwIPz8/bNu2TTXgTUlJyTbZuXXrlqp+CgsLy1INJfSNgE0Zf252pOeTMfkeOp0U+OSdVFlJoiLfx9XVNUv1nTQ+lqq7Dz/8UCU9bdq0MawnY9evX0eJEiUeKg4iMo9tdogo16RkRUotpk+fjoSEhPsuK8mKlPZ8+eWXaNKkiSp1iYqKyrKMJAhSimNMenrJc1LqIsmV8S27XlK1a9fGhQsXcOLECRQmGSdHSBshU1KKExkZiWXLlmH58uUqyTMlpVynT59W35mI8h+THSLKk5kzZ6rqKGmU+/PPP+PYsWOqpEcaBkt1lb40RpKT1NRU1TVbuqtLw+DZs2dneS8Z00ZKcqSaR8aekVISSYqkOqx///4qUYiIiFDVZFId9ueff5qNqXXr1mjVqpUaJ2fDhg3qb9asWaMG7sspKZ2R6jC5yf2LFy+q+6dOncr2b6REpn79+qrEylT58uXRtm1bDBo0SFV19ezZ855ldu7cqV5r2rRpjuMkolzIQzsfIiJFumwPGzZMV758eZ2Li4uuaNGiqnv4559/rktISDAs99VXX+mCg4N1RYoUUV2958+frxoKSzdxvcGDB6tGy8Zdz1NSUnTjxo3TlStXTr2/vMcTTzyhO3jwYLYxXbt2TffCCy+o93J3d1dd3vVdws01hJbGxcanwoiIiHu6wsutdevW910XM2fO1DVp0sTsa4sWLVLv8eqrr5p9XbrKv/LKK/d9fyLKOwf5JzfJERERmW+kXLVqVVXKlZsSGinJkr/bs2ePKgUiovzHaiwionwgjaPnz5+vkpfckAbcUiXIRIeo4LBkh4iIiGwaS3aIiIjIpjHZISIiIpvGZIeIiIhsGpMdIiIismlMdoiIiMimMdkhIiIim8Zkh4iIiGwakx0iIiKyaUx2iIiICLbs/wHSFX45R00I4wAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "do1d(dac.ch1, 0, 1, 10, 0.01, dmm.v1, dmm.v2, do_plot=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that since DummyInstrumentWithMeasurement.v1 and v2 returns a result with simulated random noise, the results are not exactly the same as above." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2D measurement" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let us have a two dimensional sweep over gate voltages:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Measurement" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 21. \n" ] } ], "source": [ "# Setting up Measurement\n", "meas = Measurement(name=\"2d_measurement of dmm from dac sweep\", exp=tutorial_exp)\n", "meas.register_parameter(dac.ch1)\n", "meas.register_parameter(dac.ch2)\n", "meas.register_parameter(dmm.v1, setpoints=(dac.ch1, dac.ch2))\n", "meas.register_parameter(dmm.v2, setpoints=(dac.ch1, dac.ch2))\n", "\n", "# Running Measurement\n", "with meas.run() as datasaver:\n", " for dac1_sweep in np.linspace(-1, 1, 20): # sweep points over channel 1\n", " dac.ch1(dac1_sweep)\n", " for dac2_sweep in np.linspace(-1, 1, 20): # sweep points over channel 2\n", " dac.ch2(dac2_sweep)\n", " datasaver.add_result(\n", " (dac.ch1, dac1_sweep),\n", " (dac.ch2, dac2_sweep),\n", " (dmm.v1, dmm.v1()),\n", " (dmm.v2, dmm.v2()),\n", " )\n", " time.sleep(\n", " 0.01\n", " ) # Can be removed if there is no intention to see a live plot\n", "\n", " dataset2 = datasaver.dataset" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "([,\n", " ],\n", " [,\n", " ])" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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B1gsXTtcvIcDnW9rxUhK0rzsCNle46Hmu5+15XPTR58Dxd084rtAXCAH2Bx98IAMHDvRaB3yRe0614Ple/ho0aJDcf//96phBPxecK+iH1KdPn2LnA85hDE/HcvjwYVm9erUa7YM+HQiqFyxYEFQdENDcdtttsm/fPrXdzzzzjNf1HMdAST9AcM1Bvc+ePStTp05VPxYQXLgGlK59/RBsog8Hrlfoc4RgDHVxjHwLBkY/uUL/Frw/+o1g8QZf+OgTFcx54npMYx9h+3yd/3gfV57vo+M8AV8BvD/Xcl/nDyAAQh+jkvjzmSIoRT+hRYsWFdsnrseHrzpjv+Ma43ltxvOe/Yi8XXdx/uI8LmlqgUA/S8d+1zENixlFTQCEX8iIkAGdNdEBDRe57du3O4d040PydpI4Oql68hV0lHSiAeZQef31192ew3BjB3Q0xIJfnN4ORhyA+DLAL1wETMggRaOff/7ZeUJgSLWj82qgHL+g33zzTdVhz5Nrlsbxpeia5SiNr8+xtM830HqVZZCqE7JA6AyOizjOnXDDxRW/MJFpxA+Xjz/+WGUpPLNanhA0I3hCtgMdNBEEocOs5+fgD3QIxXGEwAaduZEp8cZxDEyfPl06dOjgdR3H9eWf//ynCn6QhUPWFl9MuOagzq6d1vEDAx288ePhyy+/VNNZPP/88zJnzhznr/5Ar1WeAyIc74dO+Mj4eIMvw2DPE9e64b3wmaIjuTeePwqCva6WBJ2OSwqgwvGervz5THGMrVmzRh566CF1LOG4wb5DsORtUIO3Ood7OwL9LAHfU/78YC6PoiYA8jxI8EsMIwgwj84jjzzijPq9pQp9/ToOFkZJIM2PibnQTIARDrh444KN9CMu2uBtFBd+Df/tb39TIwDQrIF0cTRCEwDSyqgfmg/wCxrZA4yU8/arwnVuDmTI8Gseo7gAI1cAJ57nKI5ICke9Av2lhCDZW1odgb3neo7nkfFxQLMYjsOS6u/IAmGECi7g3uqA+bQ8f+l51iEQCHaWLl2qRtghE4RsGo57fyDzg1/W2C/IpHoLTkuDcw/BHjJI+LHh6wLuOAZQv9KOAWRqEVC5jsrB+eytqQ6jsnD+YMH5gC9QjP5xfFmGeq1yHAPYV+E+p7CPcK3CaD1dI1MDPU+QpcGXNn48ujZ3+8v1/PHM+OI5b82jgXymCM5WrFihMkCuc2DpbAb15Fk2zl9kBkvKNAb6WR48eFBdY8477zyxoqjpA+QJqXVkhTCcz9EchQ8X/WrQD8fhl19+KTacNVQICnDRwS9TXMgQDOFxZmamykw5+v94Du/Frzv0bcCwebTF4ldkNM8CiuYDZLpmzJihhrc6fk17wlQC6BPhOtEi+kbhiwfwCxVfMP/617/c1nNw/bzKUjjqhb4z4G//FQSJmATTMZmm4309f6HheEJz1wsvvOD2a/C1115TXwpoTi0JjlFkBByTNHrWAVMb4AvedUJHfK7BQvCBfYFh+wiCHP3IPC/gOMY8Yd/hHMG55e0Xqb+QHXniiSd8NhEB+j7guoHmXnyplXQMIJD0/CWOiR89szaezRXIBGDfu547oV6rELTjGoh+efixUVK9Q4XMBrYRWURPOM+D6auFPpzg72txrcS+xxQjwUDrAfYZMjaunwOOTUz3Udr5U9pn6sjceB4f+H4KF/zwRmbVAecvjgXHdVfHZ7nh//Y3fgRbUVRmgByQakSnSmRc0DkVcy7gyxpfbOhIhuYbHPBIpyM40Q0XK/T/cfyaQfoTF11fHnjgAdVxG7+E0V7s2b8BX1KuvwTRNOPowAfoWwT4tYL2ZwdcCNF3wt80KU4UbzNBo9kCc0KgcyW+uPDlgVmqAal/vA++TDz7U+AXAjqM4uTCrym8FoEgmiEAQQaCItQZ5aHJAF9s+PJD50MEisjklbVw1Au/qhAgY44O9BfAr0b0GfA1/wyyifickSa/55571BcDAg98xo7bRQDqNX78eBXAYF3sW8e+RlbO9djxBhdo9LPBr1dP6EiN7USnSlzwkM1EnRzBXDBwfCEIcszH4635C1/4aMbGBRudVrGv8IsTQTcCMnx5hNLsiLm5sJQETa1ozkAdcJ3A/kG/GdQDHUJxjKAJDzC/DfYLMhD4jBGk4de053xF+BvOFQRX2CacvzjnXG8/ouNaheZFnGeY3wifIbJCmIcM9UIndOxfHTAnEgZEIOuO/oAYIIHMEwJY/JBDny3XDvT+QBMRPlvMjo8AHs2VyMz46puC7cR+xv721WevJKgv3gufL7YHzfnYV6g7ftxh3quSlPaZ4jhBRgjXRvyYwjGEpjJkZ8MF9cB+wTZhW3C+ICjDsaDrs1y2bJnqq4Q7G1hStM4DBBhmi/lisDjmq8FwdMyXgaF7mGcBw7l9DS3FnCueAhnCjBlvMQu063wJ3urp79xBrhxDHf2ZWwjDsNPS0kIaBu8YkophldhXmLvDc26W++67T83xg6G/rp8N5qjAkE7MiYLh8pjV+sSJE8XeH+VjKC6GeGPOCnxumDbAdaoA1yHcnvz9HB37DkNt/TmWQqmXY5+6wvw2+ExwDPpzPG3atEl9pnhvDG3FMYVpETznAXIMe8dxFx8fr4aOY3iq5xwmvuqKzxPb5jkMHjD0vF+/fmr+FMyHhTlMHENjAx0G74Dh53h9nTp13IbEOxw5ckQN+cW2Yx3MTYJj6Morr1RTXQTK23b5Oxv6zz//bFx33XVqqDWGbOM4u/HGG9UcQQ7Yz5hHCvsHxzmOmW3btql1XYcpY+oIzP2CKRYwhBmfF2a79pxjJdRrlWNOnSFDhqjzH8cEjh/M5eO6/3wd9772ha/jB3Pb4LjGNlWsWFENwcc8QocOHXKug7p7Gy7ubdg/5tPB9mMuK3+OM8wdhKkZ/DnXHfsN2+4Kdw7A1BX4jKtVq6auVbh2l8afzxTlYP4vrINryQ033KD2jec1IND9jv2G+cc8txlD7DHlB4b3o07Y755TSPiaCdqfz7KoqEidl1aefduG/4t0EEa+IQWKXwKI/jGEuCwh84ZfH5g929FBnYgoHNBnCn2B0GyFjLNVYSZo9LlExibQzFsgPvjgA5WhRedvZIWtKGr7ANGfMB0A0q0lpT2JiMwOTXxoLpw2bVqkq2IJTz/9tGris2rwE/V9gOjPibxK68BHFCrMgeNtLhNXyER63usuVOiwWVqHXvQ38tanjcof9NmjsrF27VqxOgZARKQ6dXvrQO0KnYa93eAzFLi5o+ckgJ7QWb+0G84SEQWKfYCISA2vxa0ASoIRMiXdriAYmOKitFl60TTiOjcSEZEODICIiIjIctgJmoiIiCyHfYACuMcKJm/D3XmteuM4IiLyDxpXMI0J7gUZyL0PA21CxkS1OiQkJBSbzb28YwDkJwQ/nndVJiIiKq2jf/369cMS/DRuWEHSj3q/wW6g0tLS1MzWVgqCGAD5CZkf+GJdmqRW0BPN/55fW3T5IbvkkTSB2pPtPv1/qFLi9PxKcdhyVO/cFfl5eu8Ebz+q56aSEHtG76/HCge0Fic5gd/LtETxmu9qk5Sht5tj/Jnid/4ORVyOvvIKU/QeKxX/+OteVDrY8orfky8khYVai7OnH9VWVqFRIF/nLnZ+d+iGzA+Cn70bGkmliqF97pln7NKw0x5VJgMgKsbR7IXgp0KIB5tDSr6+L91EW7zoFC9653uJ13ykxaYkai0vJlZzBTVeRGIL9H6pxer9aCVW8/UyNk9zeeqOJfrExdujt7x4vcdKXKzeHy62WM1NQXbNP1xsCWH77giXChVtagmFXazZrYMBEBERkUkVGXYpMkIvw4oYABEREZmUXQy1hFqGFcVY6Z5af/vb31SPfKQkcSM4IiIisibLBEDZ2dnSvn17mTVrVqSrQkREpIVd0/+syDJNYH369FELERFReVFkGGoJtQwrskwAFKi8vDy1OGRmah6bS0RERBFjmSawQE2dOlUqV67sXDgJIhERRWsn6FAXK2IA5MP48eMlIyPDuWA2TyIiomiC4KUoxMVu0QCITWA+JCYmqoWIiIjKHwZAREREJsV5gIJnmQAoKytLdu7c6XyMm75t3LhRqlWrJuecc05E60ZERBQMjgILnmUCoB9//FGuuOIK5+P7779f/Xfo0KEyf/78CNaMiIiIypplAqDLL79cDItGuUREVD5hCsNQpzG0izVZJgAiIiIqbxwjuUItw4oYABEREZkU7gQf+t3gxZI4DxARERFZDjNAAUqyFUmSTU+4nBRTILokxhSKTkmxesvLKtA7p1KHtINay9tyLE1readTNG5vjb9uyaJDliRrLc+eoPfnY6XdWosTmz26y0vIyNdWlhGn9zyzncjQWl5B41pay7N9u1FrebGVK2srS31NnJWwYx+g4DEAIiIiMim72KRIbCGXYUVsAiMiIiLLYQaIiIjIpOzGn0uoZVgRAyAiIiKTKtLQBFbEJjAiIiIia2AGiIiIyKSYAQoeAyAiIiKTshs2tYRahhWxCYyIiIgshxkgIiIik2ITWPAYABEREZlUkcSoJbQyrIkBEBERkUkZGvoAGewDRERERGQNzAARERGZFPsABY8BEBERkUkVGTFqCa0MsSQ2gREREZHlMANERERkUnaxiT3EXIZdrJkCYgBERERkUuwDFDwGQAHaWVBdUgpitZT1S845oss5iSdEp8O5lbWWdyBLb3npWRW1lpeXH6+1vNgzeo4RSNqt9zS1J2gtTlIP6r14FqRoLU5S0/XOcpJdR99nC4mn9ZWXkFEgOuW0rae1vNgCu9byEls001qe5OZpK8pmzxPJ0FYchQEDICIiIkt3gjbEihgAERERmboPUIg3QxVrNoFxFBgRERFZDjNAREREJmXXcC8wO0eBERERkZmwD1Dw2ARGRERk4gyQjiVQBw8elFtvvVWqV68uycnJ0rZtW/nxxx/FTJgBIiIiIr+dOnVKLrnkErniiivk888/l5o1a8qOHTukatWqYiYMgIiIiEyqyLCpJdQyAvH0009LgwYNZN68ec7nGjduLGbDJjAiIiKTQgdoHQtkZma6LXl53ieG/Oijj+SCCy6QG264QWrVqiUdO3aUV199VcyGARAREREJsjqVK1d2LlOnTvW63h9//CGzZ8+Wc889V7744gsZPXq03H333fL666+LmbAJjIiIyKTsRoxaQivDUP/dv3+/VKpUyfl8YmKi9/XtdpUB+te//qUeIwO0ZcsWmTNnjgwdOlTMIiozQLNmzZJGjRpJUlKSdO7cWb7//nuf615++eVis9mKLX379nWuM2zYsGJ/v/rqq8toa4iIiKK/CaxSpUpui68AqE6dOtKqVSu358477zzZt2+fmEnUZYDeeecduf/++1UkieBn5syZ0rt3b9m+fbtqa/S0ePFiyc/Pdz4+ceKEtG/fXrVNukLA49phy9cHS0RERL5hBBi+k139/vvv0rBhQzGTqMsAzZgxQ0aMGCHDhw9XESYCoZSUFJk7d67X9atVqyZpaWnOZdmyZWp9zwAIAY/remYbrkdEROTJ7jISLNjFHuB73nfffbJu3TrVBLZz505566235D//+Y+MGTNGzCSqAiBkcjZs2CA9e/Z0PhcTE6Mer1271q8yXnvtNRk0aJCkpqa6Pb9q1SqVQWrRooXqsIVMUUnQ+92zRzwREZHVJ0K88MILZcmSJfL2229LmzZtZMqUKaq1ZvDgwWImUdUEdvz4cSkqKpLatWu7PY/H27ZtK/X16CuEjlgIgjybv6677jo1T8GuXbvk0UcflT59+qigKjY21mtZ6P0+adKkELeIiIio/Ln22mvVYmZRFQCFCoEPpuO+6KKL3J5HRsgBf2/Xrp00bdpUZYV69Ojhtazx48ervkgOyABhiCAREVH5uhdYjFhRVG11jRo1VEbmyJEjbs/jMfrtlCQ7O1sWLVokd9xxR6nv06RJE/VeaLv0BX2GPHvEExERRRO72LQsVhRVGaCEhATp1KmTrFixQgYMGOCcbwCPx44dW+Jr33vvPdVvBzdnK82BAwdUHyAM5QtUy4TjUjFBT9z4Vab7MMJQtE/RO/ywUPMvgmpJOVrL23Oqmtby8vP0ngq2ume1lZWTpHfEYtwZ782+wSpw724XstR0vXemzq2q91iucKhIa3kxefrKiz2t77j7k94PNy4jV2t59v2HtJYXk5ysrzD7X6OTw4kZoOBF3Vaj2QlTamNGyd9++011WEZ2B6PCYMiQIap5ylvzF4Im3JnWVVZWljz00EOqx/qePXtUMNW/f39p1qyZGl5PRERE1hNVGSC46aab5NixYzJhwgRJT0+XDh06yNKlS50dozHREkaGucJ8BN9++618+eWXxcpDk9qmTZtUQHX69GmpW7eu9OrVS/Va51xARERkZq4TGYZShhVFXQAEaO7y1eSFjsueMLTd+L+pvD0lJyere5UQERGVN3bM4xPi3eDtIb7erKwZ9hEREZGlRWUGiIiIiEqHSQxDbcKyWzQXwgCIiIjI0neDjxErsuZWExERkaUxA0RERGRSRWJTS6hlWBEDICIiIpNiE1jwrLnVREREZGnMABEREZkUbqQSehOYNTEAIiIiMik2gQWPARAREZFJ8WaowbPmVhMREZGlMQNERERkUobYxB5iHyCDw+CJiIjITNgEFjxrbjURERFZGjNAAVqf20CS4/TsthrxWaLLjrzaEs0qxOdpLe9sbrzW8pKS87WWl3MmSVtZSemxolNhitbixNBbPSlI0ZuOT8iyay0vv4Le342GTd+xElMjUXRKPpSjtTzbWb3nma1aVa3lSYzGY88eI3JSX3E+38awqSXUMqyIARAREZFJFWm4G3yRRRuDrLnVREREZGnMABEREZkUm8CCxwCIiIjIpOwSo5ZQy7Aia241ERERWRozQERERCZVZNjUEmoZVsQAiIiIyKTYByh4DICIiIhMytBwN3iDM0ETERERWQMzQERERCZVJDa1hFqGFTEAIiIiMim7EXofHrshlsQmMCIiIrIcZoCIiIhMyq6hE7Tdop2gGQARERGZlF1sagm1DCuyZthHRERElsYMEBERkUlxJujgMQAiIiIyKfYBCp41t5qIiIgszbQZoFmzZsn06dMlPT1d2rdvLy+++KJcdNFFXtedP3++DB8+3O25xMREyc3NDfh9U2z5khJTJDpclLJLdMkxEkWno0mVtJa38tC5WssrzNV76NatnqG1vH3HUrWVlVfDLjrFntX7u8cer7U4KdC365SELL3lxWfr/TyKEvU1P8Rk653QJebQca3lFZ1TS2t5sSe1Fif2fQf1lWXkayur1E7Qoc4DJNZsAjNlBuidd96R+++/X5544gn56aefVADUu3dvOXr0qM/XVKpUSQ4fPuxc9u7dW6Z1JiIi0s34v1FgoSwGAyDzmDFjhowYMUJldVq1aiVz5syRlJQUmTt3rs/X2Gw2SUtLcy61a9cu0zoTERHp5rgbfKiLFZkuAMrPz5cNGzZIz549nc/FxMSox2vXrvX5uqysLGnYsKE0aNBA+vfvL1u3bi3xffLy8iQzM9NtISIiovLBdAHQ8ePHpaioqFgGB4/RH8ibFi1aqOzQhx9+KAsWLBC73S5du3aVAwcO+HyfqVOnSuXKlZ0LAiciIqJoHAUW6mJFltjqLl26yJAhQ6RDhw7SvXt3Wbx4sdSsWVNeeeUVn68ZP368ZGRkOJf9+/eXaZ2JiIhKwyYwC40Cq1GjhsTGxsqRI0fcnsdj9O3xR3x8vHTs2FF27tzpcx2MEsNCRERE5Y/pMkAJCQnSqVMnWbFihfM5NGnhMTI9/kAT2ubNm6VOnTphrCkREVF4hToCzK7hXmJmZboMEGAI/NChQ+WCCy5Qc//MnDlTsrOznXP9oLmrXr16qh8PTJ48WS6++GJp1qyZnD59Ws0fhGHwd955Z4S3hIiIKHg6mrDsbAIzj5tuukmOHTsmEyZMUB2f0bdn6dKlzo7R+/btUyPDHE6dOqWGzWPdqlWrqgzSmjVr1BB6IiIish5TBkAwduxYtXizatUqt8fPP/+8WoiIiMoTZoAsGAARERFZHQMgC3WCJiIiIgoVM0BEREQmxQxQ8BgAERERmZSh4W7uhlgTAyAiIiKTYgYoeOwDRERERJbDDBAREZFJMQMUPAZAAeqdkimVUvQkzobt7Sm6tKvk+872wTiWX0Fredl5CVrLa9rgqNbyTucmay1PEou0FWXk603U2hP0tvgnntJ78UzM0Fu/glS9+y8uV99nq1tRot5tNWpU0VqeLb9Qa3nGiZNay4tp3EBfWUV5Ir9L2DEACh6bwIiIiMhymAEiIiIyKWaAgscAiIiIyKQMw6aWUMuwIjaBERERkeUwA0RERGRSmAQx1IkQ7SG+3qwYABEREZkU+wAFj01gREREZDnMABEREZkUO0EHjwEQERGRSbEJLHgMgIiIiEyKGaDgsQ8QERERWQ4zQERERCaF7E2oTVgGM0BERERkJrh1sGGEuEhgJk6cKDabzW1p2bKlz/Xnz59fbP2kpCSJNGaAiIiIKCCtW7eW5cuXOx/HxZUcTlSqVEm2b9/ufIwgKNIYABEREZkUZnHG/0ItI1AIeNLS0vxeHwFPIOuXBTaBERERmXwUWKgLZGZmui15eXniy44dO6Ru3brSpEkTGTx4sOzbt09KkpWVJQ0bNpQGDRpI//79ZevWrRJpDICIiIhIEJxUrlzZuUydOtXrep07d1b9epYuXSqzZ8+W3bt3y6WXXipnzpzxun6LFi1k7ty58uGHH8qCBQvEbrdL165d5cCBAxJJNsNAFygqDaJhHBDv/dJSUirGaikzVuyiy2en24tOmYV6O6hlFiRrLW9fRhWt5R07UllrebHJhdrKMg7r3XfxZ/S2vccUaC1Okk7oLS8+W+8lLkbfR6skH9O3A212vdsae7ZIa3lxRzK0lid5+XrLS4jXVlShPU+W735RMjIyVP+XcH0ntXn3IYlNSQyprKKcPNly43TZv3+/W10TExPVUprTp0+r7M6MGTPkjjvuKHX9goICOe+88+Tmm2+WKVOmSKSwDxAREZFJOUZyhVoGIPgJJlirUqWKNG/eXHbu3OnX+vHx8dKxY0e/1w8XNoERERFR0NC/Z9euXVKnTh2/1i8qKpLNmzf7vX64MAAiIiIyKZ2doP314IMPyurVq2XPnj2yZs0aGThwoMTGxqomLRgyZIiMHz/euf7kyZPlyy+/lD/++EN++uknufXWW2Xv3r1y5513SiSxCYyIiMikInEvsAMHDqhg58SJE1KzZk3p1q2brFu3Tv0bMCIsJuav/MqpU6dkxIgRkp6eLlWrVpVOnTqpwKlVq1YSSQyAiIiITAq3wbCV8d3gFy1aVOLfV61a5fb4+eefV0u0YRMYERERWQ4zQERERCalcxSY1URlBmjWrFnSqFEjdbM0TLj0/fff+1z31VdfVRMwoV0RS8+ePYutP2zYsGI3Yrv66qvLYEuIiIjCHQCF2glaLCnqAqB33nlH7r//fnniiSdUb/H27dtL79695ejRoz7bGtEZa+XKlbJ27Vo1k2WvXr3k4MGDbush4Dl8+LBzefvtt8toi4iIiCjaRF0AhJkk0Vt8+PDhqof4nDlzJCUlRU2j7c3ChQvlH//4h3To0EFatmwp//3vf9U02ytWrHBbD7NZ4kZsjgXZIiIiIjOLxDD48iKqAqD8/HzZsGGDasZywFA6PEZ2xx85OTlqmu1q1aoVyxTVqlVL3ZNk9OjRavheSXATOM8bwxEREUUTQ9NiRVEVAB0/flzNEFm7dm235/EY8wf4Y9y4ceoOta5BFJq/3njjDZUVevrpp9UETn369FHv5QtuAud6Uzg0rREREVH5UK5GgU2bNk3NT4BsDzpQOwwaNMj577Zt20q7du2kadOmar0ePXp4LQuzWKIvkgMyQAyCiIjI6hMhWjYAQtPQ+vXr1TTWaG7CzI+4qVnjxo1DrkyNGjXUdNpHjhxxex6P0W+nJM8++6wKgJYvX64CnJI0adJEvRduxOYrAPL3LrhEREQRo6MNyxBL8jsA+u677+Tf//63fPzxx6qPDZqFkpOT5eTJkyooQlAxcuRIGTVqlFSsWDGoyiQkJKgpstFUNWDAAPWco0Pz2LFjfb7umWeekaeeekq++OILueCCC/yaxht9gCJ9IzYiIqKQ6OjEbFgzA+RXH6B+/frJTTfdpObmwQ3Nzpw5owIIBBLIAu3YsUMee+wxFag0b95cli1bFnSF0OyEuX1ef/11+e2331SH5ezsbDUqzNtN1tCn5/HHH1ejxFA/9BXCgrvTAv770EMPqfuU4MZtqGP//v2lWbNmang9ERERWY9fGaC+ffvK//73P4mPj/f6d2R/sAwdOlR+/fVXNc9OsBBoHTt2TCZMmKACGQxvX7p0qbNjtOdN1mbPnq1Gj/397393KwfzCE2cOFE1qW3atEkFVKdPn1YdpDFP0JQpU9jERUREpsaZoMMcAN11110ljphyhbl7Qr3DK5q7fDV5ed5kDVmdkqCZDk1jRERE5Y1VOkHnhaH/sd99gOrVq6duKXH77berZi6rqhV7RirE6pk9YFu+vj5Ih85WEZ22n6iptbyKSXlay7OL3hM2PrVAa3k6f1HZ4/T+PLPH6d13+VXsWssTQ+/sHPZYvdubfELv9hZUiNVXVorefVdl2xmt5RVVr6C1vJhsvdcVW3rJ88MFxJ6vrywL+y6M/Y/9PlvGjBkj77//vpx33nnq3lvz589XURgRERFFCLI3OpYoFO7+x34HQOhojGHjeCNEXGiiwigq3LYCaSkiIiKKTB+gUJdohP7Hu3fvViO9kXhB5seVo+8x+gkjNnHtH+yPgPOll19+uepQjA7Kzz33nBqp1aVLF2ndurW6jxcRERFRqND/2N+gBn2Pfc3r50vQDcYVKlSQO++8U7799lvVNoeACMPNiYiIqIyU85uB1atXTx555BH5/ffftZcddACE9jf0A+revbtqp6tevbqajJCIiIjKRnm/G/yYMPY/DjgAWrNmjcr8oP8PKobOSStXrlTRGaI0IiIiIh3C2f/Y7wAInZAcEdjmzZtl+vTpqtkL/YEuu+yykCpBREREQSqnzV/h7n/sdwCEgOfqq6+WX375RUVdGHcf7D2/iIiIKHTlvQksnP2P/Z4I8dChQz5vhUFEREQRYLG7wefk5Mi7774r8+bNU0FQ06ZNgw6A/MoALVq0yO/gZ//+/WrmRiIiIiIdwtH/2K8ACDccRf8f9ANCu5unjIwM+eyzz+SWW26R888/X83USEREROFm07REp3D2P/arCWz16tXy0UcfyYsvvijjx4+X1NRUdXf2pKQkOXXqlKpMjRo11L3CtmzZ4rxzOxEREYVROW8Cmz59utx6663y3nvvSZs2bbSW7XcfIMz1g+X48eOq3Q13ZD179qwKfHBHViyBTkNNREREFIn+x34HQA4IeAYMGBCWyhAREVEAynEGaNGiRTJo0CC/+x/v27dPLrnkEr/LZ8qGiIjIrMrx3eBnh7n/ccAZICIiIqJwC3f/YwZAREREJmUYfy6hlhGtwtn/mAFQgIokRi06NI0/Krp0q7ZDdOpQeb/W8hbva6+1vKS4Qq3lnS7S2xpsHE3UV1aC3quTTfPFrsIevfsupkBrcZJyzK61PJve4iSmQN8HUmVLhuhks2ve2PhYrcXZk/WdZxCboLGzrb2Moopy3Aco3P2P2QeIiIiILCegAOjw4cOyYMEC1ekoPz/f7W/Z2dkyefJk3fUjIiIiC3aCjpoA6IcffpBWrVqpKaj//ve/qzuwbt261fn3rKwsmTRpUrjqSURERF6atHUsVuR3APToo4/KwIEDVc/rI0eOyFVXXSXdu3eXn3/+Obw1JCIiopL7AIW6WJDfnaA3bNggs2bNUr2tK1asKC+//LKcc8450qNHD/niiy/Uv4mIiIjKXR+g3Nxct8e4AysyQ7169VJ3aiUiIqIyZPE+QPv375fbb789vAEQbkLmLch58MEH1QRFN998c1AVICIioiBZvAns5MmT6s7wYW0CGzJkiJqVcdSoUcX+9vDDD4thGDJnzpygKkFERETkCTNBl+SPP/6QYPkdAN15551q8WXcuHFqISIiojJSzidCHDBggNhsNpVk8QV/DwYnQiQiIjKrct4EVqdOHVm8eLHY7Xavy08//RR02QEHQBgCf9ttt0ndunUlLi5OYmNj3RYiIiIiHTp16qRGoftSWnZI673AcNfVffv2yeOPP64is2BTT0RERBQiHaO4jOj9Hn/ooYfUnSZ8adasmaxcubJsAiDcjfWbb76RDh06BPWGREREpIeOmZxtUdwEdumll5b499TUVDUpc5k0gTVo0CDodBMRERFRoHAf0pIyQWUSAM2cOVNNgLhnzx4xG8xk3ahRI0lKSpLOnTvL999/H+kqERERBa+cd4J2uO+++6R27dpyyy23qBuyFxUVSaj8agKrWrWqW18fRGFNmzaVlJQUiY+PLzYpUTR655135P7771dzFSH4QSDXu3dv2b59u9SqVSvS1SMiIiIfDh8+LEuXLpW3335bbrzxRhV/3HDDDTJ48GDp2rWrhC0AQrBgdjNmzJARI0bI8OHD1WMEQp9++qnMnTtXZbSIiIjMBqmJkPsASfTDqPNrr71WLTk5ObJkyRJ566235IorrpD69evLrl27Ai/Tn5WGDh0qZpafn6+G0eGWHQ64qWvPnj1l7dq1Xl+Tl5enFofMzMwyqSsRERH5huwPWnBOnTole/fuld9++03KZBQY2t4w3w/e3NWXX36p2uT69Okj0eb48eOqbmg/dIXH27Zt8/qaqVOnyqRJk4o9n2orkFSbnvkjP8lqJ7q0T94rOi052UlreZUS3W+kG6pTZ1O0lpeaqrd+ufVCb592yD+TIDrZNc/XVVBJa3ES89fvDi1yi/TO9xqbq7fDRJzGQy+3TqpEs5RtR7WWZ+j+Yarz3LAXSpko58PgXTkyPwsXLpQVK1aoQVm4D+n7778vwQj4yoDmIm+djzAjY3lqSkK2KCMjw7ngjrNERERRxSKdoAcNGqT666IzdJMmTWTVqlWyc+dOmTJlirRs2bJsMkA7duyQVq1aFXseFUBlolGNGjVU1gqzWLvC47S0NK+vSUxMVAsRERFFFr7D3333XdX6pOuuEwFngCpXruz17qsIfjAhUTRKSEhQ02kjZeaascLjLl26RLRuREREQbNIBmjhwoVyzTXXaL3lVsABUP/+/eXee+9163GN4OeBBx6Qfv36SbTCEPhXX31VXn/9ddVhavTo0Wo4v2NUGBERkVlngg51saKAm8CeeeYZufrqq1WTF4aewYEDB9R01c8++6xEq5tuukmOHTsmEyZMkPT0dHUrD8wp4NkxmoiIiMq/uGCawNasWSPLli2TX375RZKTk6Vdu3Zy2WWXSbQbO3asWoiIiMoFHU1YhlhSwAEQYFboXr16qYWIiIgihAFQ0PROkEFEREQUBuh7/Nhjj6m5f44e/XNOqc8//1y2bt0aVHkMgIiIiEzKKp2gV69eLW3btpX169fL4sWLJSsrSz2PrjhPPPFEUGUyACIiIjIrx0zQoS5RDhMtP/nkk6r/Maa2cbjyyitl3bp1QZXJAIiIiMisLDIP0ObNm2XgwIHFnsfs0LjdVZkFQLrb4YiIiIh8qVKlihw+fLjY8z///LPUq1dPyiQACkc7HBEREQXOKn2ABg0aJOPGjVPz+GEkOu7m8N1338mDDz4oQ4YMKbuboepuhyMiIqIgWKQJ7F//+peagBl3gEfiBfckxfyDXbt2VS1SZTIPENrh3nrrLa3tcERERES+IOGC21nhbg6IQxAEdezYUc4991wJVkw0tMMRERFREHQ0fxkS9SZPniw5OTkqA4Sbot54440q+Dl79qz6W5kEQOFohyMiIqIgWKQJbNKkSc4+x64QFOFvZdIEhna4MWPGqCisqKhItcPhv7fcckvQ7XBm0jw+RSrFx2op63TqdtHlyzNtRSe7oXeGhAK7nn3mUCExT2t5xzMraC2v4GxQd5nxynZGX1lgT9J8tTurdw6RWj/lay3v5Hl/9VXUQvOcKXFZRdrKis3TVxYUJes9byVG83wzRXatxRWePKWvLKNAW1kkYhiGSrp4wgCsatWqBVVmXDS0wxEREVEQyvm9wKpWraoCHyzNmzd3C4KQfEEMMmrUqLIJgNDWhuYuZICwOKAdbvr06SowIiIiovDTMYzdFuDrJ06cWKzZqUWLFrJt2zbRbebMmSr7c/vtt6v3rFy5sltCplGjRtKlS5eyCYBQAURbKSkpXtvhGAARERGVb61bt5bly5c7H8fF6W2qdxg6dKj6b+PGjdWQ9/j4eG1lx0VDOxwRERGZR1xcnKSlpZXZ+3Xv3t3579zcXMnPd+8rWKlSpfAFQOFshyMiIqLI9gHKzMx0ezoxMVEt3uzYsUPq1q0rSUlJqglq6tSpcs4550i4oJXp4YcflnfffVdOnDhR7O+IQ8IWAIWzHY6IiIgi2weogUu/XsDtrdDfx1Pnzp1l/vz5qt8P5gVETHDppZfKli1bpGLFihIODz30kKxcuVJmz54tt912m8yaNUsOHjwor7zyikybNi2oMuOioR2OiIiIImv//v1uTUm+sj99+vRx/rtdu3YqIGrYsKHKztxxxx1hqdvHH38sb7zxhlx++eUyfPhwFXA1a9ZMve/ChQtl8ODB4e8DFI52OCIiIorsMPZKlSoF9R2OO0Sga8zOnTslXE6ePClNmjRR/0Yd8Ri6desmo0ePDqrMmGDa4caOHavu/ZWamqr6BrkuREREZJ2ZoLOysmTXrl1Sp04dCRcEP7t371b/xk1RkW1yZIYQgJVJAIR2uK+++kq1wyE99t///le1/6EzFNJTREREVH49+OCDsnr1atmzZ4+sWbNGBg4cKLGxsXLzzTeH7T3R7IXR5vDII4+oPkDogH3fffepuCQYcdHQDkdERETmmAjxwIEDKtjBaKyaNWuqZqh169apf4cLAh2Hnj17qkkXN2zYoOIP9EMqkwAoHO1wREREZI5bYSxatEgiDUkXLKGIC7YdDuP9He1wF110UUjtcERERESecJutFStWyLXXXqsejx8/XvLy/roZNprepkyZoprDwh4AOdrhMBoM7XB/+9vf5KWXXpKCggKZMWNGwBUgIiIi8zSBlaXXX39dPv30U2cAhHgDt+FITk5Wj9EUhj7Irk1kYQuAwtEOR0REREEo53eDX7hwoZoB2tVbb73l7IqzYMEC1SG6TAKgcLTDEREREXnC3EJt27Z1PkZTV0zMXwPY0QVnzJgxEoy4aGiHIyIioiCU8wzQ6dOn3WKNY8eOuf3dbre7/T0sAVA42+GIiIgocOW9D1D9+vXVPcZw3zFvNm3apNYJawAUznY4M/khr0hSE/QcLdl27/dZCUauXe+92WJsdq3lGYZNa3l23eXZ9ZaXmFKgray8UwmiU+xZvdtqBDydasmOt9O7vbbAbxJdoth8vd8WeVVD7onglHRSb91i8vTuPCNVbwuBTfTefSCuQqq+wux5Iock/Mp5Buiaa66RCRMmSN++fYu1MKFlChMx42/BiIuGdjgiIiIiT48++qiabgcZINyGC/ccg+3bt6uWqMLCQrVOWAOgcLbDERERURDKeQaodu3a6nYbmGgZU+8Yxp+VtdlsctVVV8nLL7+s1glGTKDtcL6E0g7ngA1Dqgs3VEPfIgyz37FjR4mvmTp1qlx44YVSsWJFdYPWAQMGqMjQFW7bgZ3luowaNSqkuhIREUVLH6BQl2jWuHFjWbp0qUq84JYbWPBvPOfohhPWAMjRDpebm1vsb6G2wzk888wz8sILL8icOXNk/fr16m7zvXv39vqeDrghG5resEOWLVumJmTs1auXZGdnu603YsQIOXz4sHPBexEREZE5VKtWTXW3wYJ/hyouGtrhHNmfmTNnymOPPSb9+/dXz+Gmq0htffDBBzJo0CCvr0ME6Gr+/PkqE4TJGS+77DLn8ykpKZKWlhZ0/YiIiKJOOW8CC6eYQNvhzjvvPNUON3DgQLVgPqBWrVrJt99+G3Q7HOD+Yunp6arZy6Fy5crSuXNnWbt2rd/lZGRkqP96RocYxVajRg1p06aNqnNOTk6J5aA/U2ZmpttCREQUTazQBBYuccG0w+EO8BgVBrgFho5UFIIf8Ayi8Njxt9KgI/a9994rl1xyiQp0HG655RY1WzXmKUJfpXHjxqnM1eLFi0vsW4RmPSIiIip/4kJphwsFMjJ33XWX8zEmWQwV+gKhozayUa5Gjhzp/DeG8qOTdY8ePWTXrl3StGlTr2UhS3T//fc7HyMD1KBBg5DrSEREpA2bwIKmbwauAPXr1081bzk4htAfOXJEBSgOeNyhQ4dSy0O/pE8++US+/vrrUkejOd4XWSxfAVBiYqJaiIiIohYDIPMFQBi2jsW1EzQ6KeN+Y46AB1kXjAbD+H9f8Lp//vOfsmTJElm1apVqpivNxo0b1X9dAy0iIiKyjogFQJ4wNw/67zz55JNy7rnnqkDm8ccfV/12MLePA5qu0PkaGR9HsxduyfHhhx+qgMrRXwgdqDGXEJq58HcM469evbrqA4TbdWCEWLt27SK2vURERKHCjW1CvbmNTawpagIgwL3GMH8P+uxg5ulu3bqpTteu9/9AQHP8+HHn49mzZzsnO3Q1b948GTZsmCQkJMjy5cvVEHuUjX48119/vRpuT0REZGpsAisfARCyQJMnT1aLL3v27HF77JgW2xcEPJgskYiIqLwp73eDDyfN93EmIiIiin5RlQEiIiKiALAJLGgMgIiIiMzMogFMqNgERkRERJbDDFCA2iQUSaUEPeH2V2fjRZeUmHzRKTberrW8+JgireXtOxr67VdcxSXorV9hob7fFkbFQtGpIEbvaZ94Qu/vqNzqWouTSruj+9d2TKG+Au3xej+LhDN6ryu2jCyt5UlCgtbi7CdP6SvL0LvvfGEn6OAxACIiIjIr9gEKGpvAiIiIyHKYASIiIjIpNoEFjwEQERGRWbEJLGhsAiMiIiLLYQaIiIjIpNgEFjwGQERERGbFJrCgMQAiIiIyKwZAQWMfICIiIrIcZoCIiIhMin2AgscAiIiIyKzYBBY0NoERERGR5TADREREZFI2w1BLqGVYEQMgIiIis2ITWNDYBEZERESWwwwQERGRSXEUWPAYABEREZkVm8CCxiYwIiIishxmgAL0XW4FSYmP1VLWltz6oktWUaLolGfXe2jUTM7WWp69lk1reUcyKmotr/BYiray4nL0bmthit6fe/FntBYnFfdF98/R+By99dPZ/GDoPVSkoIre60pCfgWt5dnSj2stT2w6d6DmD8PXu7AJLGgMgIiIiMyKTWBBYwBERERkUswABY99gIiIiMhymAEiIiIyKzaBBY0BEBERkYlZtQkrVGwCIyIiIsthBoiIiMiscCPTUG9malgzhcQAiIiIyKQ4CsxCTWCGYciECROkTp06kpycLD179pQdO3aU+JqJEyeKzWZzW1q2bFlmdSYiIqLoYroA6JlnnpEXXnhB5syZI+vXr5fU1FTp3bu35Obmlvi61q1by+HDh53Lt99+W2Z1JiIiCusosFAXC4ozW/Zn5syZ8thjj0n//v3Vc2+88YbUrl1bPvjgAxk0aJDP18bFxUlaWloZ1paIiCi8bPY/l1DLsCJTZYB2794t6enpqtnLoXLlytK5c2dZu3Ztia9FM1ndunWlSZMmMnjwYNm3b18Z1JiIiIiikakyQAh+ABkfV3js+Js3CJDmz58vLVq0UM1fkyZNkksvvVS2bNkiFSt6vwlmXl6eWhwyMzO1bQcREZEWnAixfGaAFi5cKBUqVHAuBQUFQZXTp08fueGGG6Rdu3aqv9Bnn30mp0+flnfffdfna6ZOnaqyS46lQYMGIWwJERFR+EaBhbpYUVQHQP369ZONGzc6lxo1aqjnjxw54rYeHgfSv6dKlSrSvHlz2blzp891xo8fLxkZGc5l//79IWwJERFRGOcBCnWxoKhuAkPzlGsTFTpBI9BZsWKFdOjQwdk0hdFgo0eP9rvcrKws2bVrl9x2220+10lMTFQLERERlT9RnQHyhPl77r33XnnyySflo48+ks2bN8uQIUNU5+YBAwY41+vRo4e89NJLzscPPvigrF69Wvbs2SNr1qyRgQMHSmxsrNx8880R2hIiIqLQsQmsnGaAvHn44YclOztbRo4cqfrxdOvWTZYuXSpJSUnOdZDdOX78uPPxgQMHVLBz4sQJqVmzpnrNunXr1L8DFSdFEq9pW2rH6etYXS02W3T6OescreUVGnpj7cTYQq3lFeRpPhVSirQVZeRqrluM3qtdXjWtxUnCGZvW8vQP8dW7/7Jr6ft8k07r3dikY38NBNHBlhtcP05fCo+f1Fpe3Dn1tJUVY88TKYvBxuwEbZ0ACFmgyZMnq8UXZHpcLVq0qAxqRkRERGZhugCIiIiI/sR7gQWPARAREZFZ8W7w1ugETURERKQDM0BEREQmxSaw4DEAIiIiMiuOAgsam8CIiIjIchgAERERmVSkJ0KcNm2ac5JiX3AzcqzjurjO3RcpbAIjIiIyK7vx5xJqGUH44Ycf5JVXXlE3Gi9NpUqVZPv27c7HCIIijRkgIiIis/cBCnUJEO6pOXjwYHn11VelatWqpa6PgAf38nQstWvXlkhjAEREREQBGTNmjPTt21d69uzpd8DUsGFDadCggfTv31+2bt0qkcYmMCIiIpNCQ1LIw+DlT5mZ7venTExMVIsn3F7qp59+Uk1g/mjRooXMnTtXNZVlZGTIs88+K127dlVBUP369SVSmAEiIiIy+0zQoS4iKjtTuXJl5zJ16tRib7d//3655557ZOHChX53ZO7SpYsMGTJEOnToIN27d5fFixerm5Gj/1AkMQNEREREguAGnZUdvGV/NmzYIEePHpXzzz/f+VxRUZF8/fXX8tJLL0leXp7ExsaW+D7x8fHSsWNH2blzp0QSAyAiIiKT0jkTdKVKldwCIG969Oghmzdvdntu+PDh0rJlSxk3blypwY8jYEIZ11xzjUQSAyAiIiKzKuOZoCtWrCht2rRxey41NVWqV6/ufB7NXfXq1XM2oU2ePFkuvvhiadasmZw+fVqmT58ue/fulTvvvFMiiQEQERERabNv3z6Jifmri/GpU6dkxIgRkp6erobMd+rUSdasWSOtWrWKaD0ZABEREZmUzTDUEmoZoVi1alWJj59//nm1RBsGQAFKshVKks2upazjhRVFlwqxuaJTnl3voXE6T++05xXi87WWp/tmgDFnYvWVVaB3xtTYE/rqBgVV9JwPDobLL0cd7PFai5P4I3q3N6ZA38EXn623bvYEvcdKYY0KWsuLO11Na3lyVuN11K75GuXzff5vCbUMC+IweCIiIrIcZoCIiIhMKhqawMyKARAREZFZlfEosPKEARAREZFZuczkHFIZFsQ+QERERGQ5zAARERGZlM6ZoK2GARAREZFZsQksaGwCIyIiIsthBoiIiMikMC9vqHPz2iw6ESIDICIiIrNiE1jQ2ARGRERElsMMEBERkVlxIsSgMQAiIiIyKd4KI3hsAiMiIiLLYQaIiIjIrNgJunxkgAzDkAkTJkidOnUkOTlZevbsKTt27CjxNY0aNRKbzVZsGTNmjHOdyy+/vNjfR40aVQZbREREFEaIXewhLoZYUlQFQM8884y88MILMmfOHFm/fr2kpqZK7969JTc31+drfvjhBzl8+LBzWbZsmXr+hhtucFtvxIgRbuvhvYiIiMpDH6BQFyuKi6bsz8yZM+Wxxx6T/v37q+feeOMNqV27tnzwwQcyaNAgr6+rWbOm2+Np06ZJ06ZNpXv37m7Pp6SkSFpaWsj1rBiTJxVi9MSN9RNOii4bs88RnXIKE7WWlxBbpLW8vaerai0vPqlQa3lSX195eYdTRafkdL2/e+IP6C3vrPspHbJKe/Re3LPS9F42K+4v0FZWfEa+6KT7izG/it7riq1JXa3lxWzfp60sw9D3uVI5zwDt3r1b0tPTVbOXQ+XKlaVz586ydu1av8rIz8+XBQsWyO23366auVwtXLhQatSoIW3atJHx48dLTk6O9m0gIiIq+2HwRoiLWFLUZIAQ/AAyPq7w2PG30iBTdPr0aRk2bJjb87fccos0bNhQ6tatK5s2bZJx48bJ9u3bZfHixT7LysvLU4tDZmZmgFtEREQUZuwEbb4ACBmZu+66y/n4008/DbnM1157Tfr06aMCHVcjR450/rtt27aqk3WPHj1k165dqrnMm6lTp8qkSZNCrhMRERFFn4g1gfXr1082btzoXNA8BUeOHHFbD4/96buzd+9eWb58udx5552lrotmNdi5c6fPddBMlpGR4Vz279/vx1YRERGVIbumxYIilgGqWLGiWlw7QSPQWbFihXTo0MHZ7ITRYKNHjy61vHnz5kmtWrWkb9++pa6LgAuQCfIlMTFRLURERNGKM0GXg07Q6LR87733ypNPPikfffSRbN68WYYMGaKaswYMGOBcD01XL730kttr7Xa7CoCGDh0qcXHuMR2auaZMmSIbNmyQPXv2qLJR7mWXXSbt2rUrs+0jIiKi6BE1naDh4YcfluzsbNVnB52Zu3XrJkuXLpWkpCS3gOb48eNur0PT1759+9ToL08JCQnq7xhij7IbNGgg119/vRpuT0REZGrsBF0+AiBkgSZPnqwWX5DF8dSrVy/VhOYNAp7Vq1drrScREVFUYABk/iYwIiIiIktmgIiIiCgAzAAFjQEQERGRWWEIu01DGRbEAIiIiMikOAw+eOwDRERERJbDDBAREZFZsQ9Q0BgAERERmZXdQBtW6GVYEJvAiIiIyHKYASIiIjIrNoEFjQEQERGRaWkIgIQBEPlhX2E1SSmM1VLWgfxqokvrlIOi05G8SlrLO1tYUWt5cbF6J67IPJGotbyQ5+VwEZejsTCUd1ZrcVL01636tEg8pbc8e7ze8mKK9H5ZZNfVdxlOyMgXnWx5hVrLSzqkt35FW37XWp5U1nvdo+jGAIiIiMis2AQWNAZAREREZqVGcHEUWDA4CoyIiIgshxkgIiIiszLsfy6hlmFBDICIiIjMin2AgsYAiIiIyKzYByho7ANERERElsMMEBERkVmxCSxoDICIiIjMSrWAhRoAiSWxCYyIiIgshxkgIiIis2ITWNAYABEREZmVHXP42DWUYT1sAiMiIiLLYQaIiIjIrNgEFjQGQERERGbFAChobAIjIiIiy2EGiIiIyKx4K4ygMQAKUNP441IhXk/i7NfcuqLLgfxqotPJvBSt5WXmJmktz263aS0vJrFIa3n2XH2nVmEFvSM08nNjtZZn13wVScjQW57uSd5iC/SWl3RK37GXXyVBdEo8offYizmTq7U824Wt9ZZ3NFNfWfY8kdMSdoZhV0uoZVgRAyAiIiKzQv+dUDM4hjUzQOwDRERERJbDDBAREZFZqewNM0DBYABERERkVpjF2RZiHx7Dmn2ALNEEtnjxYunVq5dUr15dbDabbNy4MdJVIiIiogiyRACUnZ0t3bp1k6effjrSVSEiItI/EWKoiwVZognstttuU//ds2dPpKtCRESkjWG3ixFiE5hh0SYwSwRAwcjLy1OLQ2amvvkhiIiIKLIs0QQWjKlTp0rlypWdS4MGDSJdJSIiIndsAgtauQuAFi5cKBUqVHAu33zzTVDljB8/XjIyMpzL/v37tdeViIgoJJgEUcdiQeWuCaxfv37SuXNn5+N69eoFVU5iYqJaiIiIqPwpdwFQxYoV1UJERFTuqearUOcBMsSKyl0A5M3Jkydl3759cujQIfV4+/bt6r9paWlqISIiMiPDbohhCy2AMSwaAJW7PkDefPTRR9KxY0fp27evejxo0CD1eM6cOZGuGhERUfAwhF3HYkGWyAANGzZMLURERESWCYCIiIjKIzaBBY8BEBERkVmp5iveDDUYDIACjJCzsvQdKLlZBdrKsht6u3MVZOdrLa8o569ZtXWw2216y8vRWpzY8zSeWrl6P9ui3Fit5RmaryJFeg89seVr/nWr77RVCguK9BWmeT6X2MJcreUZRXqvA0WFmo9lu776FdrzyyS7UogD0tBQhgUxAPLTmTNn1H97dD6qsdR0jWUREVE0fnfgbgK6JSQkqFHM36Z/pqW8tLQ0VaaV2AyrNv4FyG63q2H0mGPIZvOdfcA9w3DbDMwcXalSJTET1j0yWPfIYN0jx8z197fu+GpF8FO3bl2JiQnPgOvc3FzJz9eTMk1ISJCkpCSxEmaA/IQDuH79+n6vjxPDbCe2A+seGax7ZLDukWPm+vtT93BkflwhYLFa0KKTJeYBIiIiInLFAIiIiIgshwGQZriB6hNPPGHKG6my7pHBukcG6x45Zq6/metO7tgJmoiIiCyHGSAiIiKyHAZAREREZDkMgIiIiMhyGAARERGR5TAA0mjx4sXSq1cvqV69upoteuPGjZGukpqNdMKECVKnTh1JTk6Wnj17yo4dO0p8TaNGjVT9PZcxY8Y417n88suL/X3UqFFRty0TJ04sVs+WLVuGtZ7B1nXq1Kly4YUXqtnGa9WqJQMGDJDt27e7rROJ/V6SWbNmqeMFk7F17txZvv/++4jVJdD6vPrqq3LppZdK1apV1YLPyHP9YcOGFdvfV199ddRty/z584vVsywnyAukrt6OYSx9+/aNiv3uy9dffy1/+9vf1MzOqM8HH3wQ0fpQ6BgAaZSdnS3dunWTp59+WqLFM888Iy+88ILMmTNH1q9fL6mpqdK7d281hbovP/zwgxw+fNi5LFu2TD1/ww03uK03YsQIt/XwXtG2LdC6dWu3en777bdhrWewdV29erUKMtetW6f2eUFBgQqocVxFcr/78s4778j999+vhgT/9NNP0r59e7WNR48eNUV9Vq1aJTfffLOsXLlS1q5dq25vgP198OBBt/Xwxeu6v99+++2o2xbArMSu9dy7d2/Y6xlMXfFD0bWeW7ZskdjY2GLXl0js95LgPMS2IdijcgLD4Emv3bt3Y2oB4+eff45oPex2u5GWlmZMnz7d+dzp06eNxMRE4+233/a7nHvuucdo2rSpKs+he/fu6vlo35YnnnjCaN++vWHG/X706FF1HK1evTpi+70kF110kTFmzBjn46KiIqNu3brG1KlTTVmfwsJCo2LFisbrr7/ufG7o0KFG//79jWjflnnz5hmVK1c2zLjfn3/+ebXfs7KyIr7f/YXzcsmSJZGuBoWIGaBybPfu3ZKenq5S+673pkGKGr94/YEb7S1YsEBuv/32YjeBXbhwodSoUUPatGkj48ePl5ycHInGbUHTE9LWTZo0kcGDB8u+ffvCVs9Q6+oqIyND/bdatWoR2+8lHRcbNmxw20bcLw+PA9nGaKoP9iOybp77G5kiNEm2aNFCRo8eLSdOnJBo3JasrCxp2LChymT1799ftm7dGtZ6hlJXV6+99poMGjRIZUkjud/Jengz1HIMX8JQu3Ztt+fx2PG30qCd+/Tp06pN3tUtt9yiLrYILDZt2iTjxo1T/VWQ3o6mbUHQgf4RuIgijT5p0iTV7wNpd/S1iaa6urLb7XLvvffKJZdcogKdSO13X44fPy5FRUVet3Hbtm1lWhdd9cG+xH51/TJHM8x1110njRs3ll27dsmjjz4qffr0UV/uaLaJlm3B8T137lxp166dCpyfffZZ6dq1qwqCArmJc1nU1RX6CuFcRBDkKhL7nayHAVCQ8Cv8rrvucj7+/PPP1RdrNNXp008/DblMXJhw4cEXg6uRI0c6/922bVvV2bdHjx7qYtW0adOo2RbU3QFfDgiIEEC8++67cscdd4RcT511dYW+QPhi8OyvFO79blXTpk2TRYsWqayDa+dhZCZc9zeOIexnrIf9Hi26dOmiFgcEP+edd5688sorMmXKFIlWuL5gv1500UVuz5tlv5O5MQAKUr9+/dSXqUO9evUk2uqUl5en/nvkyBH1RemAxx06dCi1PHSiXL58uV/ZBcf77ty5U8sXse5tcahSpYo0b95c1VMX3XUdO3asfPLJJ2rUSWm/3nXvd3+hCQ6/xLFNrvA4LS2tzOqhoz7IliAAwrGOL9qSoBkV74X9Ha4vYh37Nj4+Xjp27Kj1ONddV3QqRtA5efLkUt+nLPY7WQ/7AAUJzSfNmjVzLhjqHG11atWqlboIrVixwrlOZmamGpXk+mvRl3nz5qk2eNfhqb44hvy7fuFH07a49pNAtkRXPXXWFX0rEfwsWbJEvvrqK5X+L+v97q+EhATp1KmT2zai2Q6PA/k8Il0fjKBDhmTp0qVywQUXlPo+Bw4cUH1Rwrm/dexbNEtt3rw57MdFKHV977331I+FW2+9NSr2O1lQqL2o6S8nTpxQI78+/fRTNUpg0aJF6vHhw4cjVqdp06YZVapUMT788ENj06ZNamRF48aNjbNnzzrXufLKK40XX3zR7XUYyXHOOecY48aNK1bmzp07jcmTJxs//vijGvGGsps0aWJcdtllUbctDzzwgLFq1SpVz++++87o2bOnUaNGDTXCKtrqOnr0aDWSB/XFMeNYcnJyIrrffcHxjZFt8+fPN3799Vdj5MiRapvT09Ojsj633Xab8cgjj7h9RgkJCcb777/vtr/PnDmj/o7/Pvjgg8batWvV/l6+fLlx/vnnG+eee66Rm5sbVdsyadIk44svvjB27dplbNiwwRg0aJCRlJRkbN26Naz1DKauDt26dTNuuummYs9Hcr+XBPXC9RwLru8zZsxQ/967d2/E6kShYQCkEYai4sTwXDAUO1IwJPvxxx83ateurS5SPXr0MLZv3+62TsOGDYvVERdT1N1zXdi3b5/60q1WrZoqs1mzZsZDDz1kZGRkRN224AJbp04d9UVXr1499RiBRLgFU1dvxw4WHFeR3O8lQQCHQBn7F8Oh161bF7G6lFYfTCGA4dWu+7+k8xWBZ69evYyaNWsa8fHxav0RI0aUWYAXyLbce++9znVxzF1zzTXGTz/9VCb1DLSusG3bNrWvv/zyy2JlRXq/+7Jy5Uqvx4vntpF52PB/kc5CEREREZUl9gEiIiIiy2EARERERJbDAIiIiIgshwEQERERWQ4DICIiIrIcBkBERERkOQyAiIiIyHIYABEREZHlMAAiIi3mz5+vbjYbLrfddpv861//Cug1uMcXbkCL+1MREbliAEQUpdLT0+Wee+5RN1hNSkqS2rVryyWXXCKzZ8+WnJycqAlMArF161a5/vrrpVGjRmKz2WTmzJl+ve6XX36Rzz77TO6++271uG3btjJq1Civ67755puSmJgox48fl6uvvlrdGX3hwoVat4OIzI8BEFEU+uOPP6Rjx47y5ZdfqqzHzz//LGvXrpWHH35YPvnkE1m+fLmYEQK3Jk2ayLRp0yQtLc3v17344otyww03SIUKFdTjO+64QxYtWiRnz54ttu68efOkX79+UqNGDfV42LBh8sILL2jcCiIqFyJ9MzIiKq53795G/fr1jaysLJ83W3V47rnnjDZt2hgpKSnqNbirvOOO5t5u4Oi42SfurP3AAw8YdevWVa/FTSyxfklOnTql7vZdq1YtdUPW1q1bGx9//LH6G27airvZL1261GjZsqWRmpqqtuPQoUNey8JNLp9//vlS90VhYaEq95NPPnE+d+zYMXXjzTfffNNt3T/++MOw2WzG559/7nwOd+vGdpfFTXCJyDyYASKKMidOnFCZnzFjxkhqaqrXddB85BATE6MyHGheev311+Wrr75SmSLo2rWramaqVKmSHD58WC0PPvig+tvYsWNVVgmZlE2bNqkMC5qMduzY4fU90Y+mT58+8t1338mCBQvk119/VZmc2NhYtwzPs88+q5qhvv76a9m3b5/z/YKFumVkZMgFF1zgfA7Znf79+8vcuXOLNffVr19fevXq5XzunHPOUc2H33zzTUj1IKJyJtIRGBG5W7duncpYLF682O356tWrq6wKlocfftjn69977z21roMjM+MKWZHY2Fjj4MGDbs/36NHDGD9+vNdyv/jiCyMmJsbYvn2717/jfTwzLbNmzTJq164dUgZoyZIlqq6uWS9ApgnZHmR9AH9HmY899lixMjp27GhMnDix1PciIuuIi3QARkT++f7771UWZvDgwZKXl+d8Hv2Bpk6dKtu2bZPMzEwpLCyU3NxclY1JSUnxWtbmzZulqKhImjdv7vY8yq1evbrX12zcuFFlVzxf4wrv17RpU+fjOnXqyNGjRyUU6OeDTs2uWS+46qqrVH3Q52fy5MmyYsUKlXEaPnx4sTKSk5MD6jhOROUfAyCiKINRX/iy3759u9vz6Dzs+DJ32LNnj1x77bUyevRoeeqpp6RatWry7bffqk7C+fn5PgOgrKws1XS1YcMGtyYscHQ09uT6vr5gxJUrbIdhIDEUPDR3IXjB9iQkJLg1/aGDM5r9Jk6cqAKhK664wrmfXJ08eVJq1qwZUj2IqHxhHyCiKIMMDLIbL730kmRnZ5e4LgIYZIWee+45ufjii1V25tChQ27rIGhAtscVRpjhOWRnEHC5Lr5GZ7Vr104OHDggv//+u5QlzOMD6HPkCdme/fv3y+LFi2XJkiUq8POEbNiuXbvUNhMROTAAIopCL7/8smrKQsffd955R3777TeVEULnYzR1ObI2CFgKCgrUMHEMnUfn4zlz5riVhTl3kPFBExHmxkE2BYESmtKGDBmigofdu3erJjY0pX366ade69S9e3e57LLL1Dw+y5YtU6/5/PPP1WSD/kIWB01pWPDvgwcPqn/v3LnT52uQuTn//PNVZstT48aN5corr5SRI0eqZrLrrruu2Drr1q1Tf+vSpYvf9SQiC4h0JyQi8g7Dx8eOHWs0btzYiI+PNypUqKCGqk+fPt3Izs52rjdjxgyjTp06RnJyshp2/sYbb6jOyBiy7jBq1CjVMdp1GHx+fr4xYcIEo1GjRqp8lDFw4EBj06ZNPut04sQJY/jw4aqspKQkNfzeMTzdW2drdGB2vczs3r272LB8LN27dy9xX7z88svGxRdf7PVvb731lirjH//4h9e/Y9j+XXfdVWL5RGQ9NvxfpIMwIqLSOkK3aNFCZcMCyeQg44XX/fjjjypbRETkwCYwIop66ID9xhtvqIAmEOgkjuZEBj9E5IkZICIiIrIcZoCIiIjIchgAERERkeUwACIiIiLLYQBERERElsMAiIiIiCyHARARERFZDgMgIiIishwGQERERGQ5DICIiIjIcv4/eVeVWSl4wgEAAAAASUVORK5CYII=", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_dataset(dataset2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### do2d" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, we use `do2d` to produce the results for the above measurement. As explained earlier, the results might look different compared to the Measurement section:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 22. Using 'qcodes.dataset.do2d'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c060047980b049bfad1dcffadfde7e44", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/20 [00:00,\n", " ),\n", " (,\n", " ))" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Running masurement with do2d\n", "do2d(\n", " dac.ch1,\n", " -1,\n", " 1,\n", " 20,\n", " 0.01,\n", " dac.ch2,\n", " -1,\n", " 1,\n", " 20,\n", " 0.01,\n", " dmm.v1,\n", " dmm.v2,\n", " do_plot=True,\n", " show_progress=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Handling plot, experiment, and measurement_name with doNd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As discussed above the `doNd` functions can be configured to automatically call `plot_dataset` and save the output to `png` and `pdf` files. It is however also possible to generate these plots using the `plot` function in the dond module after a measurement is performed.\n", "\n", "The `doNd` functions return a tuple of the dataset obtained in the measurement, a List of Matplotlib axes, and a list of Matplotlib colorbars and plot takes a dataset to be plotted along with keyword arguments that determine if a png or pdf file should be saved. One should therefore pass the first element of the tuple returned by `doNd` to the plot function.\n", "\n", "As with the `Measurement` context manager, it is possible to pass an explicit `Experiment` object and `measurement_name` to the `doNd` functions. Then, one can easily switch between experiments and modify `measurement_name` when using the `doNd` functions." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 23. Using 'qcodes.dataset.do1d'\n" ] } ], "source": [ "result_1d = do1d(\n", " dac.ch1,\n", " 0,\n", " 0.25,\n", " 10,\n", " 0.01,\n", " dmm.v1,\n", " dmm.v2,\n", " exp=tutorial_exp,\n", " measurement_name=\"1d_measurement of dmm from dac sweep\",\n", ")" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 24. Using 'qcodes.dataset.do2d'\n" ] } ], "source": [ "result_2d = do2d(\n", " dac.ch1,\n", " -0.6,\n", " 0.6,\n", " 20,\n", " 0.01,\n", " dac.ch2,\n", " -0.6,\n", " 0.6,\n", " 20,\n", " 0.01,\n", " dmm.v1,\n", " dmm.v2,\n", " exp=tutorial_exp,\n", " measurement_name=\"2d_measurement of dmm from dac sweep\",\n", ")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1d_measurement of dmm from dac sweep #23@d:\\source\\repos\\Qcodes\\docs\\examples\\example_output\\tutorial_doNd.db\n", " -------------------------------------------------------------------------------------------------------------\n", " dac_ch1 - numeric\n", " dmm_v1 - numeric\n", " dmm_v2 - numeric,\n", " (,\n", " ),\n", " (None, None))" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(result_1d[0], save_pdf=False, save_png=True)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(2d_measurement of dmm from dac sweep #24@d:\\source\\repos\\Qcodes\\docs\\examples\\example_output\\tutorial_doNd.db\n", " -------------------------------------------------------------------------------------------------------------\n", " dac_ch1 - numeric\n", " dac_ch2 - numeric\n", " dmm_v1 - numeric\n", " dmm_v2 - numeric,\n", " (,\n", " ),\n", " (,\n", " ))" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(result_2d[0], save_pdf=True, save_png=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generalized n-dimensional measurement (`dond`)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is possible to use the general n-dimensional implementation in `doNd` (`dond` function) for performing measurements, which replaces individual 0, 1, and 2 dimensional functions with slightly different construct arguments. This implementation not only enables users to run higher dimensional measurements (above 2D) but also uses an interface for defining sweep setpoints other than traditional linearly-spaced points. Currently, `doNd` module has natively implemented linear and logarithmic setpoints in two sweep classes, i.e., `LinSweep`, `LogSweep` and `ArraySweep`. These classes are using the `AbstractSweep` interface structure defined in `doNd` module. Therefore, one can use this interface to create a sweep class with custom setpoints and use instances of that class in the `dond` construct for measurements. This could bring significant flexibility using `dond` over other specific-dimensional `doNd`s." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below, we provide an example of how to replace the above-mentioned `do1d` and `do2d` with `dond`. Since individual `doNd`s are only limited to linearly-spaced sweep points, we use the existing `LinSweep` class instances with the structure shown below:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "sweep_1 = LinSweep(dac.ch1, -1, 1, 20, 0.01)\n", "sweep_2 = LinSweep(dac.ch2, -1, 1, 20, 0.01)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we can simply pass the created linear above sweep instances for measurements:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 25. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8b941fbfef664a50970e97e1114f5b0b", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/20 [00:00,\n", " ),\n", " (None, None))" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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BlfqCGvrseJu1r3svvPCC6JMpXSsMMXZfSp85r1NXCHZqiNsz+cLEX/TcCZE/fP3RTsbS/oLR3rHVtXvyiBHpIOEy8QWPb3M/BW635dFVfL+q1+GRWNwvgNvPeZtqMhqK23/5ROUTt7b4faRATHsxNHLou+++E52D+aLKX0TaJ7M2Dgy08YWOyyl92fH/5xOe1+MvUe2F+yrp9+/g9mtjOiPr70dpxBoHxvqP8xeA1I/K2HJxYK2f+4aPmZq0kxvCgTG35+t/ftJFThtftPkz1R+JwoEZXwyli7o+3ma+wPMPA0MXXOm1a1KGmpKCJKmvwfXr18V5wUGQ/nHO5eN+T3ys8MLHHL8vj1Lk/km1xUEAX9jj4+PFyB/9DtASPgYYX+z1jwEe/ad9DHC/BQ4eOWjjc4HX4T4nTLtvHm8PjxLl448DSO6jUpcveia9j365OQjSLzePtuRAUbtMlZ0n/OOHB3voP659TPN7cf8l/fdp1aqVeF7/PNF/n7qeJxJ1xVHtruXS+aF/TPN1hvtgVXb+GLNPuQ8O98fhfmH8w4g/I+5DxbL09gV/7vy8/udu6Bqjvz8k+ucsvyf/UKiq75Ox+1L6zE2R8wujsWqIDzBpNBb/Eu7Tp4+4gMXFxWnyZvAOMXRCcIRvSGUBRlUnFeMOeMuWLdN5jGsJJC+99JJYuHOZoQOPD3weXca/KPlLoKbDa/kCy53RTNJZrAa4c6T065o7zXENVE3onxgcYPBj3AnU0Geun/eksqCqMpXtx+r2r7Hlqu3xYkq1uejwF/Tnn38uancWLlxI5sa1mfzLkWtWuAM1/+XPqLqaIj5fuDaOO5fyFxB3Kq4sZ051uKZm1qxZ4pc7nzM8qsQQqfZjxYoVInDUx7+UJfyLmwMnroniHwd8fPD/5w7C2rUovB7XLPAQfA6YeMg0jxzlawSf91XtR75WGTrO9M8J6f34tStLcVCT47cmxzS/Fw9O+Oyzzwyuq/+jwhznCe/DqoIlc5+b1e1T3m/cmZevzZwHiI9/rqXhXHAcAJXr1bLV9ppVV8buS+kz1w+IawPBTi3wAcHNPDwqhn8Bci4AKZo39AuquqjdWNxznZszEhISRFXi8uXLRUTNo4K4ClEafWPoS5urvznZG4+M4Bqatm3b1vh9eUQA1xjp/yIwh+TkZNGUwF8S/OvntddeE00r/IVk6NeC9i9P/jXNJ5U0Ao5revhk5XWkXxCWwBzlMiYY4f3Ix4j0K10bB/Ha+HPnz5TX5WpoCY/+46DZ0H7Rr93hX6P6zaXSa9ekDMbgwIZH+/AIJq7h4V+h0ki16vB5zPuGf0nXFv/S51FeHLBL1fuGSM0tPLpGf6SP/kWfR5lxwDhnzhzN44Y+N8bXg3/9619i4V/LXNvLzdBSsMPbaGgUEF+rONCrjlRuboKpqtymwO/FQ/m5ecxUWb2NfR0OHn755Zdav590fvAxrf35ctMWX8dr8hlWtU/5xyBf0/lHsHbaBa75N5dLly6J70DtFge+bnPLh6n2JX82TPuaU1toxqolHp7JtT38S1Ua5sw7kvvBaA855B2rPxSzrjhA4ZODL6B80eLAh+/zcFCucZKahvSH1HL0z/2EuD8DV7FXVlPC22MoCy1X6/OXM/+SNDf+RcxfrtyswMPzeVu5bd/QLwxpyKTkyy+/FH+lCzsPR+YAlb8o9P8/39cfultfzFEu/jXHajKcld+bA0gepstV4BJuQpOycUukC5h+zYz0C42bRKvCwQ43d3FyTn382pzUUkqOyfgc4pqV2pJqcTgw4P4lhmp1+Nw01BeAv/B5iH9tm9EkXCvEQ2ylPmSG8OfPAQP3R+Mkh/qka4n0i1v/ONHfH3yO6zdZcCDFtbfafZD4WsWfuXYuIU4CqZ/yoKraM34NTp/BX3KVldtUtRpcQ/G///3vrue4GVZKRWGu84TxtZIDzto2B/L1mH+0ffHFFzr7kK9vvL+qOn9qsk8NHR98+//+7//IXL755hudY3bx4sWiP6J03TXFvuQUIBwU1bRWvyqo2akDrk7mvAZckzJlyhRRBc4Xf76A8RczR9+chIo7LJojVw0HUdxfR4qQuYqba0Aqw51Jue8E1+xwdad+EkGp8yv35+EMzFwVL00PwV9+XGvEgQ53ttQm1aDUZA4jPhn031fCzQd8Efrhhx9Ehz3+XKUO4BzAcPn4hOJfNvrRP+dO4bJxIMevz02MUlI3vijzFw83K3AZuRmSc5nw/+NqYa4dq+pzMxdzlItfk4MKPu74tfjz5I6u+n0uJBxocQ4SriLnz5X3D3/WfMxyrYiEP0uuleELHH9BcF8ADk74lySXW/sXXmW1O9ycZaijMtdUcjMO7z9eh8vM78O/hrXLYAzeXu6cycn8mKFgh3/1cjDCxw6fR9zswl9m33//vfgS4ZqouuDPSOozURkOdPiY5k74/Eud+xVxjRsHn3wO8A8Wrj3m9TjvE/fd4C8Y7lfGzRnSL18J/0jhc4YHUfA+423iGlzO36Wdv4Y7p3JfPf7M+QuIcw7xeaPdsbcq3H+L++bwFxsfK9yhn8vEX2TcyZTLyzmWTIE/G6615mssvzZ/JhwA8A9LfpyvTVIXg5qSBm78+9//Fp85d7Tl66IUBOnjYIR/cPFnyeelsXif8nnOxz9/5nzMcS0P593hGseqEq3WZJ/ydZr3HV8veB/w5881UXXtp1QVDpS5hoaPH2lb+Me2lMfKFPuSz1Feh5sR66zO47lsNM8O4yGEzZs3FwsPpWQ8VJqHafIwQ84rwUNdKxt6rj38VqI/zK8qkZGRIpcEu379eqXlrGluHu1hiJyvhnMAcT4EHmLPQ4l5qKKhfBCcF6Znz551GnouDQPlofw8zFI7N4uE8+7wsF0p54M0pJWHSnMuCU9PT5GrhfM2FBQU3PX/f/nlFzGElF+DF/78eDhnXFycwWHTNR2Wu27duhodM1J5OYWBqcqlf2wxHvrJOTR4+HpNhqFzThMeRsrHLB+7PAxUKqs2TjnAQ8l5aDHnrOEUB7NmzVIVFhbe9TkZKisfV9Jwcv1jn/P98P/jYfCc94mPax4GbuzQc21SWgbOQ2MIH0dz5swRx25gYKD4vDilBOeA0R5KXxNVndPaDOXZkY4lHsbNnw9/BnxN4aHw2qkj+Bznc4CHqvN6TzzxhGZornTN4HQEnCOFc83w+cDvxbc5h40+zo3DnzWf35xSgt+rpse45MSJE6qRI0eKNBr8Onwscn4ZzsFT3XFf2Wdh6Pjh6w4PP+bH+X34POdjlo9H7Rxd/D6GhmgbGmrPxxhvPw+FrslxxikuBg0aVKNzXfrc+K82HmrO5zefP5zPivMLaefTMqSm+5SvgzwEntMc8DWZ0xZIw+5/0LoGGPO5S58dnxP628zXDU4nwPuC33Ps2LEin5X+a+qnY6npvuRh+3xN4rxCpmDH/9Q9ZAJbxdX9/MuOq8Cra8owNf7lzb+UuMrcFB3YAAAqw4M5uPsC10IYGj1oK5YuXSpq8rhmydgaNWNwEy3XZHKto7GDRgxBnx2oE66K5PbU+g50AADqEzf18oAJ7SlawDy4qZa7hPAUJaYIdBj67ECdcEI//aR+AKbGnWANdYTV7xdRk3xRxvZLqC7VAvdHMtUFGSwbp4kA8+M+VNqDJkwBwQ4AWDwe9VNVFmbGnXW1J9w1Be70X13na+5Qb2hSTQCwHOizAwAWj0dJVTfsl0eCcGZYU+LRLDz8tSrcZ41zoACA5UKwAwAAAIqGDsoAAACgaOizUzFfB88my0nYTJWOHAAAAMyLG6c48SJnlNaeUV4fgh0iEejoT0AGAAAA1oGnOpEy7huCYIdI1OhIHxan2QYAAADLx1MxcWWF9D1eGQQ7WjPgcqCDYAcAAMC6VNcFBR2UAQAAQNEQ7AAAAICiIdgBAAAARUOwAwAAAIqGYAcAAAAUDcEOAAAAKBqCHQAAAFA0BDsAAACgaAh2AAAAQNEQ7AAAAICiIdgBAAAARUOwAwAAAIqGYAcAQEtWQQmVlpXLXQwAMCHMeg4AUOGnY0n0xs+nydHejho1dKMmvu7U1M+Dwv3cxe1wPw/x183ZQe6iAoAREOwAABCJ2pwvdlxS3y5X0bWMfLHsu5R+17pBXi4U7utBTfw4GHKnJhwQiWDInXzcnWUoPQBUBcEOAAAR/XX+Fl2/U0AN3Z3o16m9KTmrkK5l5KmDntv5lJiRT1cz8iinsJRuZReJ5cjV23e9jrebk6YmiGuFOCBSB0IeFOjpQvb2drJsH4AtQ7ADAEBE3+67Iv6O7xkuAhNeejbz01lHpVJRZn6JCH40gVBGPiXeVt9OzSkSfX5OX88Siz5XJ3tqF+pN/x3fhfwbuNTbtgHYOgQ7AGDzYq7doeOJmeTsYE/josIrXc/Ozo4aejiLpVOYz13P5xeXUqIIhNQ1QdcqgiBebmQWUGFJuXiv5Qev0owhrc28VQAgQbADADbvu/3qWp0RnUIp0NO11q/j7uxIkcFeYtFXUlZOG47foDd+OU2rjyTRtIEtydkRA2IB6gPONACwaUm382nL2RRxe1LfCLO9j5ODPT12byPRuTk9t4i2nFO/JwAoPNhZvHgxdejQgby8vMQSFRVFf/75p+b5wsJCmjp1Kvn5+VGDBg1o1KhRdOvWLZ3XSExMpOHDh5O7uzsFBgbS66+/TqWlpTJsDQBYox8OXKVyFVHflv4Ga2RMHfCM6d5E3F4RfdWs7wUAFhLsNG7cmD788EOKiYmhY8eO0cCBA2nEiBF07tw58fz06dNp48aNtG7dOtqzZw/dvHmTRo4cqfn/ZWVlItApLi6mgwcP0rJly2jp0qU0Z84cGbcKAKxFdmEJrT2aKG5P6mO+Wh1tT3dvIvL4HL16h87fzK6X9wSwdXYqHl5gQXx9fWnBggX0+OOPU0BAAK1evVrcZrGxsdSmTRuKjo6mnj17ilqghx56SARBQUFBYp0lS5bQzJkzKS0tjZyda5bvIjs7m7y9vSkrK0vUMAGAbfjf3iv0/uYL1DKwAf01vZ/ogFwfpq4+Tn+cTqYx3cNo/sgO9fKeAEpU0+9vi+mzw7U0a9asoby8PNGcxbU9JSUlNHjwYM06kZGR1KRJExHsMP7bvn17TaDDhg4dKjZeqh0ypKioSKyjvQCA7SUR/OFAgrj9j74R9RbosAk91SO+fj1xUwxVBwDzkj3YOXPmjOiP4+LiQlOmTKENGzZQ27ZtKSUlRdTM+PjoDu/kwIafY/xXO9CRnpeeq8z8+fNFJCgtYWFhZtk2ALBcf55NoZtZheTn4UwjOjWq1/fuHuFLrYM8qaCkjH6OuV6v7w1gi2QPdlq3bk0nT56kw4cP0wsvvEATJ06k8+fPm/U9Z82aJaq8pCUpKcms7wcAloVb7zVJBKPCydWpfue64lokfl+28tA1Kuce0gCg3GCHa29atGhBXbp0ETUuHTt2pP/7v/+j4OBg0fE4MzNTZ30ejcXPMf6rPzpLui+tYwjXIkkjwKQFAGzHsWt36NT1LJHnZlxFk1J9e6xzI/J0caSE9DzaH3/3/FsAoKBgR195ebnoU8PBj5OTE+3YsUPzXFxcnBhqzn16GP/lZrDU1FTNOtu2bRPBCzeFAQAYItXqjOzcSLZpGzxcHGlUl8bi9vLoa7KUAcBWyJpBmZuThg0bJjod5+TkiJFXu3fvpq1bt4q+NJMmTaIZM2aIEVocwLz44osiwOGRWGzIkCEiqBk/fjx9/PHHop/O7NmzRW4err0BANDHc1rxpJ/suXoabl4ZrlVaevAq7Yy9JZIbhvm6y1oeAKWStWaHa2QmTJgg+u0MGjSIjh49KgKd+++/Xzz/+eefi6HlnEywX79+omlq/fr1mv/v4OBAmzZtEn85CBo3bpx4vXnz5sm4VQBg6UkEOeFG/1YB1CrIU9aytAhsQH1a+IukhqsOq/P9AIAN5NmRA/LsANiGrPwSivpwB+UXl9HKST2oT0t/uYtEW8+l0D9XxFBDdyeKnjWo3jtLA1gzq8uzAwBgbj8eTRSBTmSwJ/Vu4UeWYFBkIIV6u9Kd/BKRaBAATA/BDgDYhOLSclp64Kpmaoj6TCJYFUcHexpbMSJs+SF0VAYwBwQ7AGATNp9JppTsQjH66pFOoWRJnuoWRs4O9nQqKZNOX9dNtwEAdYdgBwBsI4ngfvVw84lR4eTiaFn9YjgAe7C9OjcYhqEDmB6CHQBQvMMJt+nsjWxycfy7ycjSjI9qKv5uPHWT7uQVy10cAEVBsAMAivftPvWEn5zEz9fDWe7iGHRvEx9qF+pFRaXl9NMxTGEDYEoIdgBA0a6k5dKO2FuajsmWijtMT5Dmyzp8jcowXxaAySDYAQCbSCLIQ7ybBzQgS/ZIx0bk7eZESbcLaHfc39PgAEDdINgBAMXivi/rYtRNQpP6Wm6tjsTN2YGe7Ir5sgBMDcEOACjW6iOJVFhSTm1DvCiqmWUkEazJfFmcAmjPxTS6mp4nd3EAFAHBDgAoUlFpmZhkk/2jr+UkEaxOuJ+HmLeLrUSSQQCTQLADAIq06VQypeUUUaCnCz3UwbKSCFZH6qjMo7IKisvkLg6A1UOwAwAKTSKoHm4+sVdTcna0rktd/1aBFObrRtmFpfT7qRtyFwfA6lnXFQAAoAaiL2fQheRscnNyoLE9mpC1cbC3o3E9KubLir4mgjcAqD0EOwCgOFKtzhNdG5OPu2UmEazOk13DRMbnczez6Xgi5ssCqAsEOwCgKPGpubQzNlWMaHq2t+UPN69MQw9nerijuq/R8mh1R2sAqB0EOwCgKN9V1OoMbhNEEf4eZM2kjso8Yzt3tgaA2kGwAwCKkZFbROuPXxe3/2HBU0PUVIfGPtQxzIdKylS09mii3MUBsFoIdgBAMVYdThQTabZv5E3dI3xJCSZW1O7wtpWWlctdHACrhGAHABShsKRM07fFmpIIVufB9iFipvbkrELafgHzZQHUBoIdAFCE30/dpPTcYgrxdhUBglK4OjnQU93CxO0Vh9BRGaA2EOwAgNXjPDTf7VN3TH6mV1NyclDWpY1zBdnbER2IzxCjzQDAOMq6IgCATdofn05xt3LI3dmBRne3viSC1Wnc0J0GRgaJ25gvC8B4CHYAwOr9r6JWhxPxebs5kRJJw9B/iblOuUWlchcHwKog2AEAqxaXkkN7L6aJJILPWXESwer0aeEv8gblFJXShhOYLwvAGAh2AMCqfV+RRHBo22Bq4udOSmXP82X1VNfurIi+ivmyAIyAYAcArBZnFd5wUl3L8Xw/5dbqSB7v0lhMbnrxVi4dTrgtd3EArAaCHQCwWtxZt7i0nDqF+dC9TRqS0nF/pEc7q+fLWhGNjsoANYVgBwCsNomgNDJJSUkEqzO+Z1Pxd+u5FLqVXSh3cQCsAoIdALBKv564QRl5xdTIx40eaBdMtqJtqBd1a9qQSstVtPow5ssCqAkEOwBgdbhz7rcVHZOf7d2UHBWWRLA646PUtTs/HkmkEsyXBVAt27pCAIAi7L6YJjIJN3BxpCcrplKwJVyT5d/AhVJzikRzFgBUDcEOAFgdaWoInjPKy1WZSQSr4uxoT093Vwd5yw+iozJAdRDsAIBVuZCcLaaH4LmiuAnLVj3dI5wc7O3oyNXbFJuSLXdxACwagh0AsCrfVfTVGdY+RMwZZauCvV1pSFv1fFnLMQwdoEoIdgDAqpII/n7yprj9jz7KTyJYnfEV82XxyLTswhK5iwNgsRDsAIDV+Ot8ChWXlVOHxt7U2QaSCFYnqpkftQxsQPnFZWKCUAAwDMEOAFiNXbFp4q/UfGPrOJGiVLuz4tA1zJcFUAkEOwBgFYpKy+jg5XRxe0DrQLmLYzEe69yIPJwd6EpaHh2Iz5C7OAAWCcEOAFiFowl3RHNNgKcLtQv1krs4FsPT1YlGdWksbi+Pvip3cQAsEoIdALAKu+JSxd8BrQJsZh6smhrfU92Utf3CLbqRWSB3cQAsDoIdALCqYOe+SDRh6WsZ5Ck6K5eriFZVTI4KAH9DsAMAFi8xI1/0SeEker1b+MtdHIs0oaKj8tqjSVSK+bIALCfYmT9/PnXr1o08PT0pMDCQHn30UYqLi9NZZ8CAAaLKWnuZMmWKzjqJiYk0fPhwcnd3F6/z+uuvU2lpaT1vDQCYy+6L6lqdLuENydvN9qaHqIn72waJz4Zngj+ZlCl3cQAsiqzBzp49e2jq1Kl06NAh2rZtG5WUlNCQIUMoLy9PZ73nn3+ekpOTNcvHH3+sea6srEwEOsXFxXTw4EFatmwZLV26lObMmSPDFgGAOeyKrWjCwiisSvHM731bqmu99lxUD9EHADVHktGWLVt07nOQwjUzMTEx1K9fP83jXGMTHBxs8DX++usvOn/+PG3fvp2CgoKoU6dO9O6779LMmTPpnXfeIWdnZ7NvBwCYT2EJDzlXD6m+LzJA7uJYNB6Sv+l0Mu2OS6NXh7SWuzgAFsOi+uxkZWWJv76+vjqPr1q1ivz9/emee+6hWbNmUX5+vua56Ohoat++vQh0JEOHDqXs7Gw6d+5cPZYeAMzh0JUMKiotp2AvV2od5Cl3cSxav1bqmp0zN7IoPbdI7uIAWAxZa3a0lZeX0yuvvEK9e/cWQY3k6aefpvDwcAoNDaXTp0+LGhvu17N+/XrxfEpKik6gw6T7/JwhRUVFYpFwYAQAlolrKaRaHQw5r1qgp6vIQXTuZjbtu5RGj3VW598BsHUWE+xw352zZ8/S/v37dR6fPHmy5jbX4ISEhNCgQYPo8uXL1Lx581p3jJ47d26dywwA9ZhfB/11aqR/qwAR7HCQiGAHwIKasaZNm0abNm2iXbt2UePGVZ+cPXr0EH/j4+PFX+7Lc+vWLZ11pPuV9fPhpjBuMpOWpKQkE20JAJhSQnoeXcvIJycHDDk3Jthhey+mURkn3gEAeYMdnrSOA50NGzbQzp07KSIiotr/c/LkSfGXa3hYVFQUnTlzhlJT1b/+GI/s8vLyorZt2xp8DRcXF/G89gIAljsKq1tTX2rgYjEV0Rbt3vCG5OniSHfyS0TfHQCQOdjhpquVK1fS6tWrRa4d7mPDS0GBOt05N1XxyCoenXX16lX6/fffacKECWKkVocOHcQ6PFSdg5rx48fTqVOnaOvWrTR79mzx2hzUAIACsiajCavGnBzsNbVgeyr6OwHYOlmDncWLF4tmJE4cyDU10rJ27VrxPA8b5yHlHNBERkbSq6++SqNGjaKNGzdqXsPBwUE0gfFfruUZN26cCIjmzZsn45YBQF3lF5fS4Su3xW0MOTfOgNYBOskYAWydo9zNWFUJCwsTiQerw6O1Nm/ebMKSAYDcoi9nUHFZOTXycaPmAQ3kLo5V6V8R7JxKyqQ7ecXU0AP5xsC2WUQHZQCAyif+xJBzY4V4u4mcRNw/eX98utzFAZAdgh0AsDhc67srtiK/Dvrr1Kl2R8pTBGDLEOwAgMW5nJZLNzILyNnRnqKa+8ldHKsegs7zZJVjCDrYOAQ7AGBxpFqdHhG+5O6MIee10bVpQ3J3dhDTRpxPRpZ4sG0IdgDA4mDIed25ODpQr4paMcyCDrYOwQ4AWJTcolI6elUaco5gpy76VwSLyLcDtg7BDgBYlAPx6VRSpqJwP3eK8PeQuzhWbUBFv52YxDuUXVgid3EAZINgBwAsym40YZlMmK87NQvwEHNkHcQQdLBhCHYAwCKHnEtZgME0o7IwBB1sGYIdALAYcbdyKCW7kFyd7KlnMww5N/UQ9Oqy1gMoFYIdALAYUq1OVDM/cnVykLs4isBBo4ujPSVnFdLFW7lyFwdAFgh2AMACp4hAfx1T4aBRqiXbg4lBwUYh2AEAi5BVUEIx1+6I2wNaIdgxyyzo6LcDNgrBDgBYzJBzHjXUPMCDmvi5y10cRfbb4fxFeUWlchcHoN4h2AEAi7ArVt3EMgBDzk2O8xU18XUX+YuiL2fIXRyAeodgBwBkxxNV7q6Y0gD5dUzPzs7u7yHo6LcDNgjBDgDIjieqTMspEhNXdotoKHdxFJ9vB0PQwdYg2AEAi8ma3Ku5v5jAEkwvqrkfOTvY0/U7BXQlPU/u4gDUKwQ7ACC7XRWjhO6LRNZkc/FwcdTUmmFiULA1CHYAQFaZ+cV0IrFiyDn665iVNKSfsykD2BIEOwAgq72X0qlcRdQ6yJMa+bjJXRxF61+Rb+fQlQwqLCmTuzgA9QbBDgDIardmyDmasMytZWADCvF2paLSchHwANgKBDsAIOuQc6lJBU1Y9TMEHdmUwRYh2AEA2Zy5kUUZecXUwMWRujbFkPP6HIK+F/12wIYg2AEA2Sf+7NPCn5wccDmqD71a+JOjvZ0Yfp6YkS93cQDqBa4uACAbDDmvf16uTnRveMUQdGRTBhuBYAcAZJGRW0Snr2eK2+ivU7+kfjsYgg62AsEOAMhi7yWetoCobYgXBXm5yl0cm+y3c/ByBhWVYgg6KB+CHQCQxa5YaRQWmrDqGweYAZ4ulF9cRseuqhM6AigZgh0AqHdl5SpRs8Pui0QTlqyzoFd0EgdQMgQ7AFDvTiZlUmZ+CXm5OlLnMB+5i2OTpGAH/XbAFiDYAYB6J9Um9GsVQI4Yci6Lvi39yd6O6OKtXLqZWSB3cQDMClcZAJAtvw5GYcnHx92ZOlXUqqF2B5QOwQ4A1KvUnEI6eyNbpykF5CEFm3swdQQoHIIdAKhX0hdrh8beYkQQyEcKNg/Ep1NJWbncxQEwGwQ7AFCvpAkoB6BWR3btG3mTr4cz5RSV0vFrGIIOyoVgBwDqTWlZuWbI+QAMOZedvb0d9WvpL27vRr8dUDAEOwBQb44nZlJOYSk1dHeijo0x5NwS9JemjkC/HVAwBDsAUO+jsLiviAOPewbZ9WsZQHZ2ROeTsyk1u1Du4gCYBYIdAKg3u2Ix5NzS+DVwEX13GIagg1Ih2AGAepGcVUCxKTmiFoGTCYLlkDqLI9gBpUKwAwD1QuoTwonseAQQWF6/nX2X0kUncgClQbADAPXaX+c+NGFZHO4szvOUZRWU0KnrWXIXB0BZwc78+fOpW7du5OnpSYGBgfToo49SXFyczjqFhYU0depU8vPzowYNGtCoUaPo1q1bOuskJibS8OHDyd3dXbzO66+/TqWlpfW8NQBQmeLSctp/KV3cHlBRiwCWg+cn6ys1ZWEWdFAgWYOdPXv2iEDm0KFDtG3bNiopKaEhQ4ZQXl6eZp3p06fTxo0bad26dWL9mzdv0siRIzXPl5WViUCnuLiYDh48SMuWLaOlS5fSnDlzZNoqANB37NptyisuI/8GznRPqLozLFgWzIIOSmanUqlUZCHS0tJEzQwHNf369aOsrCwKCAig1atX0+OPPy7WiY2NpTZt2lB0dDT17NmT/vzzT3rooYdEEBQUFCTWWbJkCc2cOVO8nrNz9X0DsrOzydvbW7yfl5eX2bcTwNZ8sPkCfbP3Co26tzF9+mRHuYsDBvCw8+4f7BAdyI/9e7AYpQVg6Wr6/W1RfXa4sMzX11f8jYmJEbU9gwcP1qwTGRlJTZo0EcEO47/t27fXBDps6NCh4gM4d+5cvW8DAFQ15BxNWJYq0MuV2oR4Ef/85Y7KAEpiMcFOeXk5vfLKK9S7d2+65557xGMpKSmiZsbHRzfTKgc2/Jy0jnagIz0vPWdIUVGRCIa0FwAwj+t38ulSai5xDkFOYAeWSwpG0ZQFSmMxwQ733Tl79iytWbOmXjpGc7WXtISFhZn9PQFsfeLPLuENydvdSe7iQA367ey9mEbl5RbTwwFAGcHOtGnTaNOmTbRr1y5q3Lix5vHg4GDR8TgzM1NnfR6Nxc9J6+iPzpLuS+vomzVrlmgyk5akpCQzbBUAsN0Vo3uQNdnycUDawMWRMvKK6exNDEEH5ZA12OG+0RzobNiwgXbu3EkRERE6z3fp0oWcnJxox44dmsd4aDoPNY+KihL3+e+ZM2coNfXv4ZI8sos7KrVt29bg+7q4uIjntRcAML3CkjI6EJ8hbqO/juVzcrCn3i38dGrkAJTAXu6mq5UrV4rRVpxrh/vY8FJQUCCe5yamSZMm0YwZM0StD3dYfvbZZ0WAwyOxGA9V56Bm/PjxdOrUKdq6dSvNnj1bvDYHNQAgn6NXb1NBSRkFerpQ2xD8qLAG/Vupa+DQbweUxFHON1+8eLH4O2DAAJ3Hf/jhB3rmmWfE7c8//5zs7e1FMkHuWMwjrRYtWqRZ18HBQTSBvfDCCyII8vDwoIkTJ9K8efPqeWsAQN+u2DRN1mQ7HtMMVjN1xInEO5SVX4J+VmCbwQ73n+Fmp3379tG1a9coPz9f5MLp3LmzCER69epV49eqSYofV1dX+vrrr8VSmfDwcNq8eXON3xcA6ru/DpqwrEUjHzdqGdhAjKDbF59GD3UIlbtIAPXXjMVJ+/7xj39QSEgIvffee6KpqVOnTjRo0CDRqZibme6//37RpLR27dq6lwwArNq1jDy6kp5HjvZ21Lulv9zFgdoMQUe/HbC1mh2uueHmIe43U1nHXw6Afv31V1q4cKEY4fTaa6+ZsqwAYEWkDq5dmzYkL1c0hVhbv53/7UsQ/Xa4Bh5NkGAzwc758+fFZJxVcXNzozFjxoglI0M9AgMAbBNmObde3SIakpuTA6XmFNGF5BxqG4rO5WAjzVgc6HBHYM50XNP1AcB2h5xHX5aGnCPYsTYujg7Uq3nFEPSLmAUdbGzo+aOPPiqyDf/73/+m+Ph485UKAKxa9JUMKiotp1BvV2oV1EDu4kAdRmWh3w7YXLCTkJBA//znP8WUDq1bt6b+/fvTihUrNHlxAADYbmniz0gMObdWAyry7cRcu0M5hSVyFweg/oIdrtWZM2cOXb58mbZv305NmzYV+W14hNaUKVPo6NGjdSsNAFg97tC6q6I2AP11rFcTP3eK8Peg0nKVJgs2gM1lUL7vvvto2bJllJycTAsWLBBTNnBW444dO5q2hABgVRLS8yjxdj45O9hr+n2AdU8MimzKQLY+XQRP88C5djj48fHxEaO2AMB2SbU63SN8ycNF1iTtYLJ+O6k1SgILoLhgh/vpLF++XEz10LJlS9GPh+ewunr1qmlLCABWBVmTlaNnhB85O9rTzaxCik/Nlbs4ALVm9M+uQ4cO0ffff08//fQTFRcX08iRI0X/Ha7ZAQDblldUSoev3Ba3MeTc+rk5O1DPZn6092KaaMpqGeQpd5EAzF+zw5mTe/fuTcePH6f58+eL/jo8azkCHQBgB+LTqbisnJr4ulPzAA+5iwMm7LcjZcQGUHzNzuDBg+nHH39EJ2QAMGhnxZDzgRhyrhjcHPnuJqIjCbcpv7iU3J3RDwsUXrPzxRdfINABgCqGnFdMERGJJiylaObvQY0buokaOykrNoBNdFDmea+mTp0qmrX8/f3J19dXZwEA23PuZjbdyi4Scyr1iMB1QCm4hk4zCzqGoIOVqlV95Pjx48V0EZMmTaKgoCBUVwMA7apowurT0p9cnRzkLg6YeBb0lYcSRb8dzIIONhPs7Nu3j/bv348mLQDQ2Bn3d38dUJao5n7k5GAnkkVezcgXmZUBFN+MFRkZifmwAEAjI7eITiZlituYIkJ5Grg4UremvpoEgwA2EewsWrRIzHy+Z88e0X8nOztbZwEA26Ju3iBqG+JFwd6uchcHzDgEXcqQDaD4YIenheCgZuDAgRQYGEgNGzYUCz/OfwHAtqAJS/mkEXbRVzLEEHQAxffZGTt2LDk5OdHq1avRQRnAxpWUlYsMu2xgGwQ7StUysAGF+bpR0u0C2ncpnYa2C5a7SADmDXbOnj1LJ06coNatW9fmvwOAgsRcu0M5haXk6+FMHRv7yF0cMBP+UTsoMoiWHrxKOy+kItgB5Tdjde3alZKSkkxfGgCw2iHnA1oFkIM9anmVbHCbIPF3R2wqlZdjFnRQeM3Oiy++SC+//DK9/vrr1L59e9Gkpa1Dhw6mKh8AWDj+4mPImqx83SN8xcis9NwiOn0jizqFoSYPFBzsPPXUU+Lvc889p1PFKSWbKisrM10JAcBiJd3Op/jUXFGj069itA4ol7OjPfVr5U+bz6TQjgu3EOyAsoOdhIQE05cEAKx24s+u4Q3J2023hheUifvtcLCz/UIqvToE/TZBwcFOeHi46UsCAFY9yznYBm6u5K5ZF5Kz6WZmAYX6uMldJADTdVA+dOhQTVel/Px8OnfuXI3XBwDrw7lWOOcKQ7BjO3jU3b1NGur01wJQTLDDk38OHTqU1q1bR3l5eQbXOX/+PL311lvUvHlziomJMWU5AcDCHIjPoOLScmrc0I1aBDaQuzhQj6R8StxvB0BRwQ4HMsOHD6fZs2eLTMnt2rWj+++/nx5++GHq06cP+fv707333iv68/z11180YcIE85YcACymCQuJRW1zCPrBy8imDArrs8PDy1966SWxHDt2TMx6fu3aNTEhKM9+Pn36dLrvvvvI11c9WRwAKBePvNxdMUUEhpzbdjbl/ZfSaQgSDIISOyhzUkFeAMA2XUjOoeSsQnJzcqCoZn5yFwdkzKa840Iqgh1QZgZlALBtuypqdXq38CNXJwe5iwMyQDZlsCYIdgCg1v110IRlu/SzKQNYMgQ7AGCU23nFdDzxjrh9X2sEO7aeTZlhVBZYOgQ7AGCUPRdTSaUiigz2REI5G8f9dhj32wGwZAh2AMAoO2PTxN9BFblWwHZJ2ZTPV2RTBlBMsMNDzXnYOefd0VdYWEjLly83VdkAwMKUlpXTnorOyciaDMimDIoMdi5evEht2rShfv36Ufv27al///6UnJyseT4rK4ueffZZc5QTACzA8cRMyi4spYbuTtQpTP0lB7YN2ZRBccHOzJkz6Z577qHU1FSKi4sjT09P6t27NyUmJpqvhABgMXbEqr/Q+rcKIAduvwCbh2zKoLhg5+DBgzR//nwxNUSLFi1o48aNYr6svn370pUrV8xXSgCwCLsw5BwqyabM86RxNmUAS2RvbH8dR0dHnSyaixcvFvNjcZMWN3MBgDJdv5NPF2/lihodrtkB0M6mzDAqCxQR7ERGRop5sfR99dVXNGLECHrkkUdMWTYAsMBanS5NGpKPu7PcxQELgmzKoKhg57HHHqMff/zR4HMc8IwZM0ZMEAgAyoOsyVAZZFMGRQU7s2bNos2bN1f6/KJFi6i8vLzGr7d3717RBBYaGiqqQn/99Ved55955hnxuPbywAMP6Kxz+/ZtGjt2LHl5eZGPjw9NmjSJcnNzjdksAKhGQXGZ6IDKMOQc9CGbMigyqeDKlSspLy+vzm/Or9GxY0f6+uuvK12Hgxse3i4t+jVLHOicO3eOtm3bRps2bRIB1OTJk+tcNgD428HL6VRUWk6NfNyoVVADuYsDFgj9dsCS/d3b2AjTp0+nKVOmiD4648aNEyOyHByMn/l42LBhYqmKi4sLBQcHG3zuwoULtGXLFjp69Ch17dpVPPbll1/Sgw8+SJ988omoMQIA0zVhca0O17ACVJdNGVOJgNXX7HANy5o1a8RF78knn6SQkBCaOnWqGJpuart376bAwEBq3bo1vfDCC5SRoa5KZ9HR0aLpSgp02ODBg8ne3p4OHz5c6WsWFRVRdna2zgIAhnE/PKlzMpqwoDLIpgyKC3Z4+PlDDz1Eq1atEgkGP//8c7p69Srdd9991Lx5c5MVjpuwePqJHTt20EcffUR79uwRNUFlZWXi+ZSUFBEI6ZfN19dXPFcZzhXk7e2tWcLCwkxWZgClibuVQzezCsnVyZ6imvvJXRywYMimDIpqxtLm7u4umrHu3LlD165dE01LpjJ69GjNbZ6eokOHDiKY4tqeQYMG1fp1uaP1jBkzNPe5ZgcBD0DVTVi9mvuTq5PxzdVgW0PQP94Sp8mm7O5c568YAHlnPc/Pzxc1O9w/plGjRrRw4UIxNJ07C5tLs2bNRPbm+Ph4cZ/78nDNkrbS0lIxQquyfj5SPyAevaW9AIBhOys6nGLIOVQH2ZRBUcEO17hw8xF3VOYAhGtaOAB59913ReJBc7l+/bros8N9hFhUVBRlZmZSTEyMZp2dO3eK4e89evQwWzkAbMWdvGI6nnhH3EZ/HagOsimDpapVHSOPvPrpp59qPQpLwvlwpFoalpCQQCdPnhR9bniZO3cujRo1StTSXL58md544w0xJxe/L+MZ2Llfz/PPP09LliyhkpISmjZtmgjGMBILoO72XkojTogbGewphp0DVGdQm0BaevCqJpuyPSaMBWsNdrj5yhR46gnu1CyR+tFMnDhRzLl1+vRpWrZsmai94eBlyJAhovaIm6G0y8IBDvfh4VFYHBx98cUXJikfgK1D1mQwVo8IP51syp3CfOQuEkDdOyjXxYABA6qcXmLr1q3VvgbXAK1evdrEJQOA0rJy2nMxTdxGExYYm01585kU2nnhFoIdsO4OygCgbCeSMikzv4S83ZyoM76wwAhSv53t6LcDFgLBDgBU2YTVv1UAOTrgUgE1x82edlrZlAHkhisYABgkZU3mDqcAxkA2ZVBMsMOjo2bPnk1jxozR5Lr5888/zZpnBwDqx43MAopNyRFzHXHNDoCxpCAZ2ZTBaoMdnraBMxrz/FPr168XQ8jZqVOn6O233zZ1GQFAplod/nXu4+4sd3HASrMpMymbMoDVBTtvvvkmvffee7Rt2zZydv77Qjhw4EA6dOiQKcsHADIGOxhyDrWFbMpg9cHOmTNnxNQQ+jircno6DmoAa1ZYUkYHLqvPYww5h9pCNmWw+mDHx8eHkpOT73r8xIkTYp4sALBe0ZczqLCknEK9XUXmZIA699upyKYMYHVzY82cOZNSUlJE9M5zUR04cIBee+01mjBhgulLCQCyZE3m8xvAVNmUAawq2Pnggw/EhJ9hYWGic3Lbtm2pX79+1KtXLzFCCwCsE2c0l4IdNGGBqbIpM86mDGBVwQ53Sv7f//5HV65coU2bNtHKlSspNjaWVqxYUaeJQQFAXpdSc8WwcxdHe+rVXP0lBVAXyKYMVhvszJs3j/Lz80XNzoMPPkhPPvkktWzZkgoKCsRzAGCdpI6kUc39yM0ZP1yg7pBNGaw22Jk7d64mt442DoD4OQCw7iHnaMICU0E2ZbDaYIfb9Q11XOSkgjwLOQBYn6z8EopJvCNu39cawQ6YDrIpg9wcjVm5YcOGIsjhpVWrVjoBT1lZmajtmTJlijnKCQBmtudSGpWVq6hVECeDc5e7OKAgnE354y1xmmzK7s5GffUA1JlRR9zChQtFrc5zzz0nmqu8vb11Oi03bdqUoqKi6l4qAKh3yJoM5s6mnHS7QGRTHtIuWO4igY0xKtiZOHGi+BsRESGGmTs5OZmrXABQj7hGZ3dcRX8dNGGBmbIpLz14VXSCR7ADVtFnp3///ppAp7CwkLKzs3UWALAuJ5Pu0J38EvJydaQu4erOpACmhGzKYHXBDo+6mjZtmpgLy8PDQ/Tl0V4AwLpIiQT7tw4kR4daXRYAqoRsyiCnWl3VXn/9ddq5cyctXryYXFxc6NtvvxV9eEJDQ2n58uWmLyUAmNXO2DTxd2BkgNxFAYVCNmWwumBn48aNtGjRIho1ahQ5OjpS3759xTQRPI3EqlWrTF9KADCb5KwCupCcLRK/9W+F/jpgPsimDFYV7Ny+fZuaNWsmbnt5eYn7rE+fPrR3717TlhAAzGpXRa1O5zAfkQAOwFyQTRmsKtjhQCchIUHc5glBf/rpJ02Nj4+Pj2lLCABmtTNW3aSArMlgbsimDFYV7Dz77LMiWzJ788036euvvyZXV1eaPn266M8DANahsKSMDsRniNsDK5oYAOpjVBb67UB9qlUaSw5qJIMHDxYznsfExFCLFi2oQ4cOpiwfAJjRoSsZVFBSRiHertQmxFPu4oANZVM+gGzKUI9McpSFh4eLBQCsM2vygNaBBue7AzA1ZFMGiw92CgoKaMeOHfTQQw+J+7NmzaKioiLN8w4ODvTuu++KJi0AsGw89ctOKWsy+utAPUE2ZbD4YGfZsmX0xx9/aIKdr776itq1a0dubm7iPjdnca4d7WYuALBMl9Nyxa9rzn/Su4Wf3MUBG+u3I4KdimzK9vaoVQQL6qDMOXQmT56s89jq1atp165dYlmwYIFmZBYAWDb+Vc2imvmh3wTIlk35DLIpg6UFO/Hx8dS+fXvNfW6usrf/+yW6d+9O58+fN20JAcCsU0SgCQvkzKa8A6OywNKCnczMTJ0+OmlpadS0aVPN/fLycp3nAcAyZRWU0LFrd8RtBDsgB2RTBosNdho3bkxnz56t9PnTp0+LdQDAsu27lEZl5SpqIUbGuMtdHLBBA1oHIJsyWGaw8+CDD9KcOXOosLDQ4Egtngx0+PDhpiwfAJgBmrBAbn4NXJBNGSwz2HnrrbfEPFitW7cWnZF/++03sXz88cfisTt37oh1AMBycY3O7jj1fFj3tUawA/JBNmWoL0YNwQgKCqKDBw/SCy+8IKaJ4DwdUt6E+++/X8yEzusAgOU6dT2TbucVk6erI3Vtqv5lDSAHZFOG+mL0kRUREUFbtmwRNTw8OovxNBG+vr7mKB8AmClrcr9WAeTkUKvp8QBMAtmUob7U+krHwQ0PNecFgQ6AdeDa2D9OJ4vbg9BfBywkm7J23icAc8DPOgAbcjjhNl1JzyMPZwcail/RYEH9dqRsygDmgGAHwIasOZIo/j7SKZQ8XNA/AuSHbMpQHxDsANiIzPxi2nw2Rdx+qlsTuYsDICCbMtQHBDsANmLDiRtUXFpOkcGe1LGxt9zFAdBANmUwNwQ7ADbSMXnNkSRxe0z3JqJjKIClQDZlMDcEOwA24GRSJsXdyiEXR3t6tFMjuYsDUGk25W3n0ZQFCgt29u7dSw8//DCFhoaKX5q//vrrXb9GeXqKkJAQcnNzo8GDB9OlS5d01uF8P2PHjiUvLy/y8fGhSZMmUW5ubj1vCYBlk2p1hrcPIW93J7mLA3CXB9uHiL9rjiZpEtYCKCLYycvLo44dO9LXX39t8HmehuKLL76gJUuW0OHDh8nDw4OGDh2qMzcXBzrnzp2jbdu20aZNm0QANXny5HrcCgDLlltUShtP3xS3R3dHx2SwTKPubSRqHi8kZ9PxxEy5iwMKI+vY02HDhonFEI7sFy5cSLNnz6YRI0aIx5YvXy6mo+AaoNGjR9OFCxdENuejR49S165dxTpffvmlmLD0k08+ETVGALbu95M3Kb+4jJoFeFA3TA8BFsrH3Zke7hhKP8dcp1WHrlGXcByrYAN9dhISEiglJUU0XUm8vb2pR48eFB0dLe7zX266kgIdxuvb29uLmqDKFBUVUXZ2ts4CoFRrjqpz64zuFoaOyWDRxvUMF383nUmmO3nFchcHFMRigx0OdJj+xKJ8X3qO/wYG6qa8d3R0FNNXSOsYMn/+fBE4SUtYWJhZtgFAbuduZtHp61nk5GBHo+5tLHdxAKrEKRHuaeQlUiSsi1H3MwNQdLBjTrNmzaKsrCzNkpSEkwqUae1R9bE9pG2wGPECYMm45nFcD3XtzqrDiZg+ApQf7AQHq+ftuXVLdxgi35ee47+pqbpJqEpLS8UILWkdQ1xcXMToLe0FQGkKistEIkE2ujtqL8E68FQmnq6OdC0jn/bHp8tdHFAIiw12IiIiRMCyY8cOzWPct4b74kRFRYn7/DczM5NiYmI06+zcuZPKy8tF3x4AW7b5TDLlFJZSmK8b9W6uTscPYOncnR01Ta4rD12TuzigELIGO5wP5+TJk2KROiXz7cTERFGd+corr9B7771Hv//+O505c4YmTJggRlg9+uijYv02bdrQAw88QM8//zwdOXKEDhw4QNOmTRMjtTASC2yd1DH5qa5hZG+PjslgPcb2UKdI2H7hFiVnIaMyWHmwc+zYMercubNY2IwZM8RtTiTI3njjDXrxxRdF3pxu3bqJ4IiHmru6umpeY9WqVRQZGUmDBg0SQ8779OlD33zzjWzbBGAJ4lNz6OjVO8QxzhNd0YQF1qVlkCf1iPAl7rLzY0VCTIC6sFMhVaVoHuNRWdxZGf13QAne23Sevt2fQIPbBNK3E7vJXRwAo206fZOmrT5BgZ4udODNgeTkYLG9LsAKvr9x9AAoTFFpGa2XOiZ3Q8ZksE48gtC/gQul5hRhviyoMwQ7AArDXwy384opyMtFzCYNYI2cHe1FIkyGjspQVwh2ABQ66eeTXcPIEVX/YMXG9Ggi+p0dvJxBl9MwwTPUHq6EAAqSWJGbhGeF4GAHwJo18nGjgZHqLPmrDqlHFwLUBoIdAAVZe0z9hdCnhT+F+brLXRyAOhtbMV/WzzFJIlEmQG0g2AFQiNKyclp37Lq4jY7JoBT9WwaIxJjZhaW08fRNuYsDVgrBDoBC7IpLEyNX/Dyc6f62uhPoAlgrToj5dPeK+bLQURlqCcEOgEKsOaJuwhrVpbEYyQKgFE92bUzODvZ06noWnbmeJXdxwArhigigAJxSf1ecelLcpyqG6wIohV8DFxrWXj25M4ahQ20g2AFQAO6rw6n1u0f4UvOABnIXB8DkxlV0VP7t1A3KKiiRuzhgZRDsAFi58nIVrT2qzq0zpjtqdUCZuoY3pNZBnlRYUk7rj6s74gPUFIIdACu3Lz6dbmQWkJerIw27J0Tu4gCYhZ2dHY2LCtc0ZWFaRzAGgh0AK7f2qLpj8mOdG5Grk4PcxQEwGz7GPZwd6HJaHkVfyZC7OGBFEOwAWLH03L8nSRzdHbl1QNkauDjSo50bidvIqAzGQLADYMV+iblOJWUq6hjmQ21CvOQuDkC9dVTeei6FUrML5S4OWAkEOwBWivssaDomY7g52AgO6ruEN6RSrY75ANVBsANgpQ4n3KYr6XmiD8PDHUPlLg5AvRnXU91k++ORRCrjnAsA1UCwA2DlGZMf6RRKHi6OchcHoN7wqMOG7k50M6uQdsaqk2kCVAXBDoAVyswvps1nU8RtTPoJtoZHHT7ZVd10i4zKUBMIdgCs0K8nblBxaTlFBntSh8bechcHoN493UMd5O+9lEaJGflyFwcsHIIdACvsmLxGkzG5iUi2BmBrwv08qF+rAOLcgquOoHYHqoZgB8DKnEzKpNiUHHJxtKdHO6lzjgDYonEVtTs8N1xRaZncxQELhmAHwMqsOaKu1RnePoS83Z3kLg6AbAZGBlKItyvdziumP8+o+7ABGIJgB8CK5BaV0sbTN8VtZEwGW+foYE9PV5wHK9BRGaqAYAfAivx+8iblF5dR8wAP6ta0odzFAZDdU93DyNHejmKu3aELydlyFwcsFIIdACuc9JOHm6NjMgBRoKcrDW0XLG5jGDpUBsEOgJU4fzObTl3PIicHOxp5LzomA0jGVmRU5pQM3NQLoA/BDoCVWFNRqzOkbTD5NXCRuzgAFiOqmZ9o2s0rLqMNJ27IXRywQAh2AKxAgdZFfHR3TPoJoI2bdMf2UM+GvurQNZGLCkAbgh0AK7D5TDLlFJZSmK8b9W7uL3dxACzOqC6NydXJXuSg4s7KANoQ7ABYURPWU13DyN4eHZMB9Hm7OdEjHUPFbXRUBn0IdgAsXHxqLh29eocc7O3oiYrJDwHgbuN6qpuyNp9JoYzcIrmLAxYEwQ6AhZOGm9/XOpCCvFzlLg6AxerQ2EdMjFtcVk7rYq7LXRywIAh2ACwYz/fzy/GKjsndUKsDUJ1xFR2VVx9OpPJydFQGNQQ7ABZs2/lbYt6fIC8XGtA6QO7iAFi8hzuGkperIyXezqe9l9LkLg5YCAQ7AFYw6eeTXcPEPEAAUDU3ZwcxMouhozJIcPUEsFCJGfm0Pz6deFYIDnYAwLiOyjtjU+lGZoHcxQELgGAHwEKtPabumNynhT+F+brLXRwAq9E8oAH1au5H3GXnx8Pq8whsG4IdAAtUyqNJjqlHk4zprp73BwCMr91ZczSJikvL5S4OyAzBDoAF2hWXRqk5ReTn4UyD2wTJXRwAq3N/2yAK9HSh9Nwi+ut8itzFAZkh2AGwQGuOqKveuaOlsyNOUwBjOTnYa9I1oKMy4CoKYGGSswpoV1yquP0UcusA1Nro7k2IZ1c5dOU2xafmyF0ckBGCHQAL88WOeNGxsnuEr+hoCQC1E+rjRoMqmoFXHkJHZVtm0cHOO++8Q3Z2djpLZGSk5vnCwkKaOnUq+fn5UYMGDWjUqFF069YtWcsMUBe741Lpx4omrOmDW8ldHADFdFT+5fh1yi8ulbs4IBOLDnZYu3btKDk5WbPs379f89z06dNp48aNtG7dOtqzZw/dvHmTRo4cKWt5AWorK7+EZv5yWtx+tndTimruJ3eRAKxe3xb+FO7nTjmFpbTx1E25iwMysfhgx9HRkYKDgzWLv7+/eDwrK4u+++47+uyzz2jgwIHUpUsX+uGHH+jgwYN06NAhuYsNYLS3fz9Lt7KLqJm/B70x9O8aTACoPXt7O3q6In3DikPXSKXCfFm2yOKDnUuXLlFoaCg1a9aMxo4dS4mJ6ir+mJgYKikpocGDB2vW5SauJk2aUHR0dJWvWVRURNnZ2ToLgJz+PJNMv568KTpTfvpkR5HyHgBM44muYWJU49kb2WK+ObA9Fh3s9OjRg5YuXUpbtmyhxYsXU0JCAvXt25dycnIoJSWFnJ2dycfHR+f/BAUFieeqMn/+fPL29tYsYWEY8QLyScsporc2nBG3/zWgBXVu0lDuIgEoiq+HMz3Tq6m4zU3FKVmFchcJ6plFBzvDhg2jJ554gjp06EBDhw6lzZs3U2ZmJv300091et1Zs2aJZjBpSUpST7YIUN+4Sn3W+jN0J7+E2oR40UuDWspdJABFenVIK2oX6iXOtelrT1IZD3kEm2HRwY4+rsVp1aoVxcfHi/47xcXFIvjRxqOx+LmquLi4kJeXl84CIIdfjt+g7RdukZODHX32ZEckEAQwExdHB/pyTGdyd3ag6CsZtGTPZbmLBPXIqq6subm5dPnyZQoJCREdkp2cnGjHjh2a5+Pi4kSfnqioKFnLCVATPBvz3N/PidvT728lanYAwHyaBTSguY+0E7c/23aRjifekbtIUE8sOth57bXXxJDyq1evilFWjz32GDk4ONCYMWNEX5tJkybRjBkzaNeuXaLD8rPPPisCnZ49e8pddIAqlZeraObPpymnqJQ6N/GhyX2byV0kAJvweJfG9HDHUNGM9dKPJyi7sETuIkE9cCQLdv36dRHYZGRkUEBAAPXp00cMK+fb7PPPPyd7e3uRTJBHWHG/nkWLFsldbIBqrTx8jfbHp5Orkz199mQncnSw6N8dAIrByWnff+weOpF4h67fKaB/bzhLX4zuJB4H5bJTIemAGHrONUXcWRn9d8DcEtLzaNj/7aXCknJRpT6xYpQIANQfbsJ6Ykm0qOFZ8HgHMTwdlPv9jZ+TAPWIL6yv/nRSBDq9mvvR+IpU9gBQv+5t0pBm3K+ekuXt38/R5bRcuYsEZoRgB6AefbP3Ch1PzCRPF0da8ERHkd0VAOQxpX9z8aMjv7hM9N8pKi2Tu0hgJgh2AOpJbEo2fb7torg95+G21MjHTe4iAdg0B3s7+vypTtTQ3YnO3cymBVvi5C4SmAmCHYB6UFxaTjPWnqLisnIa3CZQjAgBAPkFebnSgsc7itvf7k+gXXGpchcJzADBDkA9+HLnJTqfnC1+QX4wsj1GfgBYkMFtgzTTSbz20ylKzcF0EkqDYAfAzE4mZdKi3epsre8/1p4CPV3lLhIA6HlzWCRFBntSRl4xvfrTKZELC5QDwQ6AGRWWlNGMn9Tz8DzSMZQebB8id5EAwABXJwf66unOIvfVvkvp9O3+K3IXCUwIwQ6AGX28JY6upOVRoKcLzRuhTlMPAJapRaAnvf1wO825eypJd+5FsF4IdgDMJPpyBn1/IEHc/ujxDuTj7ix3kQCgGqO7hdGD7YOplKeTWHOCcotK5S4SmACCHQAz4Avka+tOidtjuofRfa0D5S4SANQADx6Y/1gHkRriWkY+zfn1rNxFAhNAsANgBu9tOi9mNQ/zdaN/D28rd3EAwAje7k70f6M7Eef8XH/iBm04cV3uIkEdIdgBMLGdsbdozdEk4tHlnL+jgYtFz7cLAAZ0bepLLw9STycxe8NZupaRJ3eRoA4Q7ACY0J28Ypr5yxlx+7neEdSzmZ/cRQKAWpo2sAV1j/ClvIrpJDg5KFgnBDsAJjTn93OUllNELQIb0OtDW8tdHACo43QSC5/qRN5uTnTqehZ9ug3TSVgrBDsAJrLp9E3aeOqmuEB++kRHkbcDAKxbqI8bfTSqg7j93z1XaN+lNLmLBLWAYAfABDi9/OyKURtTBzSnjmE+chcJAEzkgXuCaWyPJuL2jJ9OUXpukdxFAiMh2AGoI5VKRbN+OUOZ+SXULtSLpg1sKXeRAMDE/vNQW2oV1EA0U3NaCUwnYV0Q7ADU0bpj12lHbCo5O9jTZ092ImdHnFYASsPN0l+OuZdcHO1pd1wa/XDwqtxFAiPgqgxQB9fv5NO8TefF7RlDWlHrYE+5iwQAZsLn9+zhbcTtD/+8QGdvZMldJKghBDsAtcTV2K+vOy2yJXcNb0jP920md5EAwMzG9Qyn+9sGUUmZSgxHz8N0ElYBwQ5ALS2LvkrRVzLIzcmBPnmioxiFBQDKn07i41EdKNjLla6k59HcjefkLhLUAIIdgFq4nJZLH/4ZK26/9WAkNfX3kLtIAFBPGno408LRnUSW9J+OXaffT92Uu0hQDQQ7AEbKyi8Rw0+LSsupb0t/Ua0NALaFs6O/eF8Lcfvf689Q0u18uYsEVUCwA2DEEPPNZ5Jp0Gd76FRSJnm6OopkY1ytDQC256VBLalLeEPKKSqll9acoJIyTCdhqRDsANTArexC+ueKGPrXquMioVjzAA9aMamHyK4KALbJ0cFeTCfBP3xOJGbS/M2xVIb8OxYJwQ5ANSOuVh9OpMGf7qG/zt8iR3s7emlgC9r8cl/qhCzJADYvzNedPhypnk7i+wMJNHLxQbqQnC13sUCPo/4DAKCWkJ5Hb/5ymg4n3Bb3eQqIj0a1p8hgL7mLBgAWZHiHEMopbE/v/3FBNHE//OV+er5fM3p5UEvMkWch7FTcEcHGZWdnk7e3N2VlZZGXF77IbB23u/9v3xVauP0SFZeWi6Hlrw1tTc/0aorh5QBQZXP3O7+foz/Ppoj74X7u9P6j7alPS3+5i0a2/v2NYAfBDmjhjKhv/HyazldUQ/Noqw8eay+qqgEAauKvcyk057dzlJJdKO6PvLcRzR7elnw9nOUumuIg2DECgh0oKC6jhTsu0rf7EkQHQx93J/rP8LbiIoXRVgBgrJzCEvr0r4si+Sh/yzZ0dxIBD64ppoVgxwgIdmzbwcvpNGv9GbqWoc6T8VCHEHr74XYU4Okid9EAwMqdSLwjri+xKTnifu8WfqJpC4lITQPBjhEQ7NimrIISmr/5Aq05miTuc/r39x69hwa3DZK7aACgsH6AXGu8cPtFkYyUZ05/eXBLMZ+ekwMGRdcFgh0jINixPVvOJtN/fjtHaTlF4v64nk1o5gOR5OnqJHfRAEChrmXk0b83nKX98enifmSwJ80f2Z46N2kod9GsFoIdIyDYsR2p2YWi4+CWc+rREs38PejDUR2oe4Sv3EUDABvAX7kbTtyg9/64QLfzisX8WhN6hosRn/ixZTwEO0ZAsKN8fJivPZpE72++QDmFpSI54JT+zWnawBbIgwEA9Y4Dnff+OE/rj9/QNKPPG9GOhrQLlrtoVgXBjhEQ7Cjb1fQ80UEw+kqGuN+hsbfIeNo2FPsaAOS1/1I6/fvXvwdIPNAumOaOaEdBXq5yF80qINgxAoIdZSrlToH7E+jzbepOga5O9vTaEHVyQJ7TBgDAEhSWlNEXOy7RN3uvUGm5ijxdHOmNYZE0tnsTskci0yoh2DECgh1lKSoto6MJd+jDLRfo7A11csA+LdTJAZv4ITkgAFgmnlOLa6FPJmWK+zyjOndgbhXkKXfRLBaCHSMg2LH+yTrjbuWI6mAe5XAk4TYVlJSJ57xcHWn2Q23piS6NkcgLACweJzVdeegaLdgaR7lFpeTkoO5fOPU+9C80BMGOERDsWJ8bmQV0oCK44aSA6bnFOs/7N3ChwW0CacaQVhToibZvALAuyVkFYuTotvO3xP0Ifw96smuYGK7eOtiTQrxd8QOOEOwYBcGO5cvKLxEdjPfHp9GB+AwxI7k2d2cH6hHhS71b+ItJ91oHeeJCAABWb8vZFHr797N0K1udE0zCtdaRwV4i8OFFCoJsbfh6NoKdmkOwY5n9bmKu3aED8Vx7k0FnrmdSudaRyrOPd2zsLfri9GkZQJ3CfMjZEZ2OAUB5sgtLaM2RRDpzI5viUrLpSlqe6MhsSCMfN03gExniJW5H+HsoNlMzgh0jINixjH43F1KyNcHNkYQMKiwp11mneYAH9W0ZIGpvejTzJS8b+wUDACD9GLycmkdxt7LFnFuxyTkUl5KjmWVdn7ODPTUL8KA2Ibo1QZzbx9prwGv6/e1ICvH111/TggULKCUlhTp27Ehffvklde/eXe5iQRWd8G5mFoj+Nvsucb+bDJFkSxtPxMk1Nxzc8OR5Id5uspUXAMBSuDg6iDxh+rnCMvOLRdAjAqAUDoC4JiiH8orLNI9p83Zz0gQ+POKLa4DC/dzFtZZrz5VEETU7a9eupQkTJtCSJUuoR48etHDhQlq3bh3FxcVRYGBgtf8fNTvG4UMmv7hMZCLOKSwRVazZ4nYpZReUqP8W8t8SA4+p1+NRBvq4303PZn4VTVP+1DKwgdX/6gAAkLvW/EZmgSb4kYIe7vfIPzorqwlq7OtG4b7uFO6nDoDUiwc1bugmgi1LYVPNWBzgdOvWjb766itxv7y8nMLCwujFF1+kN9980yKDHf7Y+UArrVjKyvhv+d+PGXm/XHodrUV9/+91xOP8vuL/qqhc9ffj/Hrq++r1pcc4KNEOUqTblZ0kxuBfDtzXRgpuOjZGvxsAgPpKZHg5LVdTE3TpVg5du51PSbfzqaSs8us7//4M9XbTBD/8t6mfOzXxVd/2cKnfBiObacYqLi6mmJgYmjVrluYxe3t7Gjx4MEVHRxv8P0VFRWLR/rDM4cn/RoupCtTBiVagUhFMWDsOVnhEAPf+93JzJE8XJ/J0dSQvt4q/rn//Fc/z34rHpPWU2mkOAMCSuTo5ULtQb7Fo4+8mHvbO01eolzz139vq21yrzzVFvHD3A32c9kNTE+TrQU39ORDigMiDfNydZKutt/pgJz09ncrKyigoKEjncb4fGxtr8P/Mnz+f5s6da/ayZeQWUWqO7nDBmgQQvDhKi4P93/cd+O/f93X/qh/X/v/2Ws9rP+4g1iWD/0fctrMjB/FediJK99QOWrSCGTcnBzQzAQAoiIO9HTVu6C6W3i3ubpHgnGaaAIj/iiBIfftOfgml5xaJhUfT6vt1am9Rmy8Hqw92aoNrgWbMmKFTs8PNXqa2eFwX0RTEQQofQE4cXFQEEYbu818EDwAAYIns7OzEwBFeujb1vev5rIISShS1QFrBUEUNEY8U4xoeuVh9sOPv708ODg5065Y6y6SE7wcHBxv8Py4uLmIxN8xnAgAAtsLbzYnaN/YWi6E+Qi4y9sm0+g4Tzs7O1KVLF9qxY4fmMe6gzPejoqJkLRsAAACQ6CMkZ8uF1dfsMG6SmjhxInXt2lXk1uGh53l5efTss8/KXTQAAACQmSKCnaeeeorS0tJozpw5Iqlgp06daMuWLXd1WgYAAADbo4g8O3WFpIIAAADK/f62+j47AAAAAFVBsAMAAACKhmAHAAAAFA3BDgAAACgagh0AAABQNAQ7AAAAoGgIdgAAAEDREOwAAACAoiHYAQAAAEVDsAMAAACKpoi5sepKmjGD004DAACAdZC+t6ub+QrBDhHl5OSIv2FhYXIXBQAAAGrxPc5zZFUGE4ESUXl5Od28eZM8PT3Jzs7OpBEnB1BJSUmKnWBU6duI7bN+St9GbJ/1U/o2Zptx+ziE4UAnNDSU7O0r75mDmh3uuGRvT40bNzbb6/POVeIBbEvbiO2zfkrfRmyf9VP6NnqZafuqqtGRoIMyAAAAKBqCHQAAAFA0BDtm5OLiQm+//bb4q1RK30Zsn/VT+jZi+6yf0rfRxQK2Dx2UAQAAQNFQswMAAACKhmAHAAAAFA3BDgAAACgagh0AAABQNAQ7ZrR+/XoaMmQI+fn5iczMJ0+eJEvH/dXnzJlDISEh5ObmRoMHD6ZLly5V+X+aNm0qtk9/mTp1qmadAQMG3PX8lClTyFq3+Z133rlreyIjI8lat2f+/PnUrVs3kUU8MDCQHn30UYqLi9NZx5L3YWW+/vprcXy6urpSjx496MiRI2QNjCn3//73P+rbty81bNhQLLy/9dd/5pln7tp3DzzwAFnj9i5duvSubeH/Z0mM2R5D5xUvw4cPt5r9V5m9e/fSww8/LLIbc5l//fVXkguCHTPKy8ujPn360EcffUTW4uOPP6YvvviClixZQocPHyYPDw8aOnQoFRYWVvp/jh49SsnJyZpl27Zt4vEnnnhCZ73nn39eZz1+L2vdZtauXTud7dm/fz9Z6/bs2bNHBKeHDh0S+6+kpEQE6nwMW8M+NGTt2rU0Y8YMMeT1+PHj1LFjR/E5pKamkiUztty7d++mMWPG0K5duyg6Olqk5ed9d+PGDZ31+MtRe9/9+OOPZK37ibPwam/LtWvXyFIYuz38o1h7W86ePUsODg53XT8tdf9Vha8fvP0c/MmOh56DeSUkJPDwftWJEydUlqy8vFwVHBysWrBggeaxzMxMlYuLi+rHH3+s8eu8/PLLqubNm4vXk/Tv3188rpRtfvvtt1UdO3ZUKXUfpqamimN2z549Fr8PK9O9e3fV1KlTNffLyspUoaGhqvnz56uUXO7S0lKVp6enatmyZZrHJk6cqBoxYoRKCdv7ww8/qLy9veuxhPW7/z7//HOx/3Jzc61i/9UUX082bNigkgtqdkAjISGBUlJSRDW49pwjXA3Lvxhrori4mFauXEnPPffcXZOqrlq1ivz9/emee+6hWbNmUX5+PlnzNnPTEFfPNmvWjMaOHUuJiYmkhH3IsrKyxF9fX1+L34eVHYcxMTE6nwPPgcf3jfkcrLHcvE+4Zk5/33ENEDdRtm7dml544QXKyMgga93e3NxcCg8PF7VYI0aMoHPnzpFS9t93331Ho0ePFjWylr7/rAkmAgUN/pJkQUFBOo/zfem56nCbbGZmpmhj1vb000+LixMHB6dPn6aZM2eKPiFchWuN28zBA/cd4AsPVynPnTtX9JvgKmju92LN+7C8vJxeeeUV6t27twhqLH0fGpKenk5lZWUGP4fY2FiyVKYoN+8X3kfaX7jcBDJy5EiKiIigy5cv01tvvUXDhg0TX8DcZGJN28vn3Pfff08dOnQQQfknn3xCvXr1EgGPOSd0ro/9x317+BrCAY82S91/1gTBjonwL95//vOfmvt//vmn+PKzpjL/8ccfdX5NPkn5JOSLrbbJkydrbrdv3150nh00aJA4cZs3b07Wts28jRK+6HLww4HATz/9RJMmTSJr3ofcd4cvuPp9kCxlH0LlPvzwQ1qzZo2oBdDutMs1Bdr7jo9Z3me8Hu9DaxIVFSUWCQc6bdq0of/+97/07rvvkjXj6yfvn+7du+s8rqT9JxcEOybyyCOPiC88SaNGjcjaylxUVCT+3rp1S3yRSfh+p06dqn097iS4ffv2Gv3Sl943Pj6+Xr8oTb3NEh8fH2rVqpXYnvpk6u2ZNm0abdq0SYyiqO5Xslz7sCa4qY1/8fJ2a+P7wcHBZKnqUm6u4eBgh89B/jKsCje98nvxvpPzy9IU+8nJyYk6d+5c7+eeqbeHO/NyoDpv3rxq38dS9p81QZ8dE+GmixYtWmgWHvJrbWVu27atOCF37NihWSc7O1uM6NH+JVWZH374QbQpaw+ZrIw0DF/7C9kat1m7DwHXcFjr9nD/QQ50NmzYQDt37hTV5Za6D2vC2dmZunTpovM5cPMc3zdmv1pLuXlUHNdqbNmyhbp27Vrt+1y/fl30+ZB735liP3Gz0ZkzZ2Tflrpuz7p168SPlXHjxlnN/rMqsnWNtgEZGRliBNYff/wheqKvWbNG3E9OTlZZqg8//FDl4+Oj+u2331SnT58WIwAiIiJUBQUFmnUGDhyo+vLLL3X+H484aNKkiWrmzJl3vWZ8fLxq3rx5qmPHjomRafzazZo1U/Xr109lrdv86quvqnbv3i2258CBA6rBgwer/P39xSgma9yeF154QYxw4W3i41Na8vPzrWIfGsLnG49CW7p0qer8+fOqyZMni88lJSVFZcmqK/f48eNVb775ps7+dnZ2Vv388886+y4nJ0c8z39fe+01VXR0tNh327dvV917772qli1bqgoLC1XWtr1z585Vbd26VXX58mVVTEyMavTo0SpXV1fVuXPnVJbA2O2R9OnTR/XUU0/d9bil77+qcNn5O48X/g787LPPxO1r166p6huCHTPiIZK8g/UXHrZsqXjo8n/+8x9VUFCQOGEHDRqkiouL01knPDz8rm3giw9vm/66LDExUXwp+vr6itds0aKF6vXXX1dlZWWprHWb+aIUEhIivmQaNWok7nNAYK3bY+g45YWPYWvYh5XhgI6DcN5PPCT40KFDKmtQVbk5BQAPRdbel1VdZzhgHTJkiCogIEDl5OQk1n/++ectKugzZntfeeUVzbp8jD/44IOq48ePqyyJMdvDYmNjxT7766+/7nota9h/ldm1a5fBY1N/++uDHf8jd+0SAAAAgLmgzw4AAAAoGoIdAAAAUDQEOwAAAKBoCHYAAABA0RDsAAAAgKIh2AEAAABFQ7ADAAAAioZgBwAAABQNwQ4A2IylS5eKSVvNZfz48fTBBx8Y9X94PiuepJXnUAIA80CwAwC1lpKSQi+//LKYhNTV1ZWCgoKod+/etHjxYsrPz7eYIMQY586do1GjRlHTpk3Jzs6OFi5cWKP/d+rUKdq8eTO99NJL4n779u1pypQpBtddsWIFubi4UHp6Oj3wwANi5u5Vq1aZdDsA4G8IdgCgVq5cuUKdO3emv/76S9RmnDhxgqKjo+mNN96gTZs20fbt28kacZDWrFkz+vDDD8UM8jX15Zdf0hNPPEENGjQQ9ydNmkRr1qyhgoKCu9b94Ycf6JFHHiF/f39x/5lnnqEvvvjChFsBADrqfTYuAFCEoUOHqho3bqzKzc2tdEJSyaeffqq65557VO7u7uL/8Czr0qzchiYLlCax5FmdeYb50NBQ8X95UkVevyp37twRM00HBgaKSUvbtWun2rhxo3iOJzbl2d23bNmiioyMVHl4eIjtuHnzpsHX4kkXP//882o/i9LSUvG6mzZt0jyWlpYmJoJcsWKFzrpXrlxR2dnZqf7880/NYzwLNG+3pUwmC6A0qNkBAKNlZGSIGp2pU6eSh4eHwXW4CUhib28vai64iWjZsmW0c+dOUQPEevXqJZqKvLy8KDk5WSyvvfaaeG7atGmitohrSE6fPi1qTrjZ59KlSwbfk/u9DBs2jA4cOEArV66k8+fPixoaBwcHnZqbTz75RDQl7d27lxITEzXvV1tctqysLOratavmMa61GTFiBH3//fd3Ndk1btyYhgwZonmsSZMmoglw3759dSoHAFRC7mgLAKzPoUOHRE3E+vXrdR738/MTtSW8vPHGG5X+/3Xr1ol1JVKNizau7XBwcFDduHFD5/FBgwapZs2aZfB1t27dqrK3t1fFxcUZfJ7fR78G5euvv1YFBQXVqWZnw4YNoqzatVmMa5C4Fodrcxg/z685e/bsu16jc+fOqnfeeafa9wIA4zlWFgQBABjryJEjonZl7NixVFRUpHmc++/Mnz+fYmNjKTs7m0pLS6mwsFDUsri7uxt8rTNnzlBZWRm1atVK53F+XT8/P4P/5+TJk6LWRP//aOP3a968ueZ+SEgIpaamUl1wvxzucKxdm8Xuv/9+UR7uozNv3jzasWOHqEl69tln73oNNzc3ozp1A0DNIdgBAKPx6Cv+Yo+Li9N5nDv2Sl/ckqtXr9JDDz1EL7zwAr3//vvk6+tL+/fvFx14i4uLKw12cnNzRfNTTEyMTjMUkzoB69N+38rwyCdtvB0qFVf41B43WXGgwtvj7Oys03zHnY+56e6dd94RQc99992n+Zy03b59mwICAupUDgAwDH12AMBoXLPCtRZfffUV5eXlVbkuBytc2/Ppp59Sz549Ra3LzZs3ddbhAIFrcbTxSC9+jGtdOLjSXiobJdWhQwe6fv06Xbx4keoT58lh3EdIH9fiJCUl0fr162nDhg0iyNPHtVyXL18W2wwApodgBwBqZdGiRaI5ijvlrl27li5cuCBqerhjMDdXSbUxHJyUlJSIodk8XJ07Bi9ZskTntTinDdfkcDMP557hWhIOirg5bMKECSJQSEhIEM1k3Bz2xx9/GCxT//79qV+/fiJPzrZt28T/+fPPP0Xivpri2hluDuOFb9+4cUPcjo+Pr/T/cI3MvffeK2qs9EVERNDAgQNp8uTJoqlr5MiRd61z6NAh8VxUVFSNywkARqhFPx8AAIGHbE+bNk0VERGhcnJyUjVo0EAMD1+wYIEqLy9Ps95nn32mCgkJUbm5uYmh3suXLxcdhXmYuGTKlCmi07L20PPi4mLVnDlzVE2bNhWvz6/x2GOPqU6fPl1pmTIyMlTPPvuseC1XV1cx5F0aEm6oIzR3Lta+FCYkJNw1FJ6X/v37V/lZLFq0SNWzZ0+Dz61evVq8xr/+9S+Dz/NQ+X/+859Vvj4A1J4d/2NMcAQAAIY7Kbdu3VrUchlTQ8M1Wfz/jh07JmqBAMD00IwFAGAC3Dl6+fLlIngxBnfg5iZBBDoA5oOaHQAAAFA01OwAAACAoiHYAQAAAEVDsAMAAACKhmAHAAAAFA3BDgAAACgagh0AAABQNAQ7AAAAoGgIdgAAAEDREOwAAAAAKdn/A7RS3lDgd1dnAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dond(\n", " sweep_1, dmm.v1, dmm.v2, do_plot=True, show_progress=True\n", ") # replacing above do1d example" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 26. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3433936fae2644c38bd8a10f4afc3a98", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/400 [00:00,\n", " ),\n", " (,\n", " ))" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dond(\n", " sweep_1, sweep_2, dmm.v1, dmm.v2, do_plot=True, show_progress=True\n", ") # replacing above do2d example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the results could be different from what we have seen before for the same reason explained earlier." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's try the above examples with logarithmic sweeps, instead:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "sweep_3 = LogSweep(dac.ch1, -1, 1, 20, 0.01)\n", "sweep_4 = LogSweep(dac.ch2, -1, 1, 20, 0.01)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 27. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "dffbc15f8a3d4ced83c3c22bc25d0454", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/20 [00:00,\n", " ),\n", " (None, None))" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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i/lhhTEnXpX6ZyzxlZRXJtNJ+16BBA5V78N1336kdMX+vmpIyPDkYrpSi2vmkZ4I+B0MOdHKwkhUpBwZpp5T2ff3BrqCdS3r8SDu4tBf/8ssvhfa6kdwU+b7SnDjyk+/J385bkP/973/qgCMHRMnSN9wRDclJ3ZD8jRwM9Ccq+XvZWfPPp2e4swlpry1J4mz+9SjLVEhQm3+6rCPZhqRdt6TlkqA4/9gmsn4ld6E0JKiV9mtj3y8HKMMDjhxwZZnm7/EgQZUcyPQH5PzkN8vBWdqk5WBpbHuUvzWW/C1lKA3ZTr/44gsVIEgOzeXLl9V+8eKLL96xnUv5JM9HHlIOyW+R3DHpDSfvFdTVuChyApdcC8kRkG1Xn+eUn2wDQn+gzs8wT0ba6SXgk3yR/Dk4hrlo8lsksJDtTy5U5AJDgmnJbSktyeUwVu7CLnCkTIbr29h+Ihcu0jEh/3TDvBv5Lsmhk+DVmPzLIv/3CClHcfInCnOrwqZ0x3L9/pF/m5bjjKyXgvafkqxTyTl599131QV0/t+aYLB9CFnu+ZenLHdjxxiZbmzZ5T9uyIWUBPmF5fqUdF3ql3l5jOlkFYGKXO3pe/3IFWjXrl3VwejMmTO54yLIwjS2MUtkbUxBwUFhO4SQZLHvv/8+zzS5OteTA7I8JBHK2EYjG630YpIrOTmAF9UFUxIBZWOVxKvKJIl8+qtaSfCSmp/iyL9RS3Ag0yRh0dgyzz+uRUEBUUEKWo9Frd+Slqu020t5Ks0BQ2pVJHCQk+zMmTNR0eRALldsUqMhAYL8L8uoqEBb9hepBZNESDkByHZf2kBFakgmTZqkrpglKC2oS7++1kGGA5CgLz+5QtWTK10JeqQGSLqey/Yhfy/JrIa1FzKfXNFLN23pUi/daqWHohwjZL8vbD3KscrYdpZ/n9B/n3x2Qd3gi7P9Fmeblu+SRPoZM2YYnTf/BUFF7CeyDgsLdCp63yxqncp6k8RTCWZlnBfZ/qV2RMb6kuTZnHy1W6U9ZpVVSdelfpnnD2ZLwyoClfwrc+rUqar3hVx5SV9vfRRtrIqsqGi5pCRDWpoALly4oKrfFi1apCJZ6X0iV8H6Xh7GTrhSMyIDcUkGvlRHNmnSpNDvioqKUtVxsrGXtQapJOR7pfpdDvBy1fHaa6+p5gg5mRiL0g2v+MLCwtQOoe9pJTUssqPJPFIrZioqolwlCSTkqka2Ef3VsSEJwA3JcpdlKvNK1a2e9DKTgNfYeslfqyK9LYxdgcvfFqcMJSFBifQqkdomqVmRqz99j6iiyH4s60bGSCotucKW3kQSbOurxI3RN1FIL47CahrlgC21PRLsyVWznrHlJuR48Pzzz6uHXKXKWEkyeJY+UJHfaKy3iRyrilPzoi+31PgUt4a0tOS7pLu3NCmV12jJJf0cOfFLzXJp6fcP2aYNl680B8lxvDjLsLB1KhdyckyXC1jDrvlS415RQkND1TnQsKZfjttS21Ne61KWjTA85pSWVeSo5Cdd+KSWRa4Q9c0wshIk78OwW5qslPzd9cpKggvZsOXgJwccCVrkteSSSE2PPj8lf7dLibolL0ba76WtsDg1FFLNLCeo8mj2KQm5EpXvleYf6cItv1Xaso1F9vpudXpfffWV+l9/UJYuqxJcykE+/9/L6/zdOytLRZRLrqJEcbo8yndL8CddOaXaWE+qZvWjHOvpDz75a0T0V0bSjFgYCVSkiUgGTsxPPlsGHNQPXChkH5IajdLSb69yUpd8CmPbr+ybxtq+5WQt3cBL2/SkJ7Ux0uSlz5kyRpa/nOwl/0oGoMtPfyzRX+nm307yrw/Zx/NX80sQJLWmhjk3cqySZW44VowM0Je/W3xhtVbyGdJMJieogspdXrUJUjPwzTff3PGeNF3qhyuoqP1EyLFSgsXS5rnI8VguuL788ss861COb7K+Ctt/irNOjW0f8lwG6Kwo8+fPz7PNzp07V+Xf6Y+75bEuZZgICWiKW5teGKurUdGTKljpty41GGPHjlXVxnLgloOPnFQl6pUBgiS5Tj/uQHmSAEjyU/SRqVQLS81DQSTxUdovpUZFqggNB3gTxgZik5OF7BCF3a9BX3NRnHuyyIac/3v1pMpdDiALFixQyWWyXPXJyhJ8SPlkZ5ArivxRt4yNIVXgEoTJ50uznH7ALTmgyklDquKljNJ0J2NVyN9JVarUShW23CpKRZRLPlMCAtnu5LNkeUr+R/4cAz0JkmSMCalWluUq60eWtWyzhrkvsiylNkQOTnJwl/EyJLCQKzgpt+GVVUG1KtIEZCypVmoIpelD1p/MI2WW75Gr0NLm38jvlURCGWhNGAtU5GpTAgnZdmQ/kqYKORFJDpqcAKQGqCxkGcmjMBKkyDYtCeNyhSyJwFLTJYGj7ANysSG1tjKfjOsjuQpycpA8KmkC0F9xGo63IfuMJPzLOpPfJDWnMj6T4fgkkkgpuWmyzOXkIWPKyH5jmIRaGMlXkhGm5aQk24okn0uZ5CQkNbBSXhlDpzzIspHaYjnGymfLMpGTt1wUynQJqvXN8sWl72Tw3//+Vy1zyQeT46I+gMlPAgm5WJJlKftlSck6lf1ctn9Z5rLNSe2KjKsiNX2FDYJZnHUqNT6y7uR4IetAlr/UAJU1L6cwEuRKzYhsP/rfIhfK+nGKymNdyj4q80jTW5nprHAcFSHdzOrWrase0t1OSHda6conXdFk3ADpDllQ92TDLpp6+buCFaZRo0ZqrABx+fLlAstZ3LFX8tN3TZO++4WRcT/uuuuuMnVP1ncVlO7e0hXPcOwNPRlXRbp26vv067s9SndaGSvA3d1djcUh/fJTU1Pv+Ptff/1VdTOUz5CHLD/p8nfmzBmjXWuL23Xz559/LtY2oy+vdHMvr3Ll37aEdA+UMRKki3NxuirLmBXS1VC2Wdl2paugvqyGMjMzVXdj6X4qY5JIN/hJkybp0tLS7lhOxsoqXSD1XY7zb/synov8nXSVlnF9ZLuWrsIl7Z5sSN91X8YZMUa2o3fffVdtu76+vmp5ybADMsaHYXfr4ihsnzZkbBwV/bYkXX1l+cgykGOKdJc2HF5A9nHZB6Q7s8z38MMP53bf1B8zpMu6jIEhY4nI/iDfJc9ljJL8ZOwTWdYy7ICMXyLfVdxtXO/QoUO6oUOHqqEW5HNkW5TxQ2SMlaK2+4KWhbHtR7rBShdVmS7fI/u5bLOyPRqOwSTfY6wbr7Hu2LKNye+X7rLF2c5kGIRevXoVa1/XLzf535B0R5b9W/YfGa9Ixo8pasiH4q5TOQ5KN2npCi/HZOnaru+avcDgGFCS5a5fdrJP5P/NctyQLueyLuQ7R4wYocYryv+Z+YfsKO66lK7dckyScWPKg438U/Zwh8yRVJHLFZVUGxdV/V/e5IpXrlCkmrk8kq2IiAoiHQ+kZlmu/gvqqWcNFi5cqGrQpEanpDVZJSHNmlKDKLV9Je3gYIxV5qjQLVJ9J+2HlR2kEBFVJmkeleR+w9tWUMWQ5k1Jo5DbNpRHkGLVOSp0a7C1/AOuEZU3Sdg0lrSZPw+gvO/CLe3wRd1nRPJvyutgSqZNhhKgiic5Q4YJ/uWBgQoRVSjpXVLY6LZCEksNb/5ZHiRBvahEYUn+NnaDPyIyHcxRIaIKJb1xiuoaKj0OZMTN8iS9JqSLZGEkR0vGuCAi08VAhYiIiEwWk2mJiIjIZJl1joqMfip3pJTBscpreGYiIiKqWNKYIwPiyaCkhneltrhARYKU/DdCIiIiIvMgt37Qj2JukYGK1KTof6jhLdWJiIjIdMmtaaSiQX8et9hARd/cI0EKAxUiIiLzUpy0DSbTEhERkclioEJEREQmi4EKERERmSwGKkRERGSyGKgQERGRyWKgQkRERCaLgQoRERGZLAYqREREZLIYqBAREZHJYqBCREREJouBChEREZksBipERERkssz6poQVJSMrB7HJ6cjRATWrumhdHCIiIqvFGhUjVh66jE5TN+Htlce0LgoREZFVY6BihJebk/o/LjlD66IQERFZNQYqRni5Oar/YxmoEBERaYqBSiGByg0GKkRERNYbqEyePBk2NjZ5Ho0aNYKpBCrJGdlIy8zWujhERERWS/NeP02bNsWGDRtyX9vba14keDjbw97WBlk5OpWnEsCeP0RERJrQPCqQwKRGjRowJVKzU83NEddvpjNQISIisuYcldDQUAQEBKBOnToYMWIEwsPDYQq8bzf/sOcPERGRldaodOzYEQsXLkTDhg0RFRWFKVOm4O6778bx48fh7u5+x/zp6enqoZeYmFjheSoMVIiIiKw0UOnfv3/u8xYtWqjApXbt2li+fDlGjx59x/xTp05VwUxlkKYfwUCFiIjIipt+DFWtWhUNGjRAWFiY0fcnTZqEhISE3EdERESFlYVNP0RERNozqUAlKSkJ586dg7+/v9H3nZyc4OHhkedRUTjoGxERkZUHKq+99hq2bNmCixcvYufOnRgyZAjs7Ozw6KOPQmsc9I2IiMjKc1QuX76sgpLY2FhUr14dXbt2xe7du9VzrTGZloiIyMoDlWXLlsFU/dv0828vIyIiIrLiHBVT4n37Dso3UjK1LgoREZHVYqBSAO8qt3NUUjKQmZ2jdXGIiIisEgOVAni5OsLR3hY6HXA1IU3r4hAREVklBioFsLW1QYCns3oeGZ+qdXGIiIisEgOVQvh73roZYWQCAxUiIiItMFAphP6uyZHxbPohIiLSAgOVQtSseqvp50q+pp/P/jyNR+bt4hgrREREFYyBSrFqVP4NVJLTszB/63nsuRCHyatOaFg6IiIiy8dApYSByr6LccjK0annq45E4s/jVzUrHxERkaVjoFKMQOXKjVTopJ8ygF3nYtX/VZxuDer79m/HeT8gIiKiCsJApRABt3NUkjOykZiWpZ7vvB2ovHtfE9TzrYKYpHS8v/qkpuUkIiKyVAxUCuHqaI9qrg65zT/xKRk4HpmgXvdoWB3THmoBWxtg5aEr2HwmWuPSEhERWR4GKiXIU9l9Pk6NVCs1Kb4ezmhdqxqe7hKi3v9qY6jGJSUiIrI8DFRKEKjsOhejnneu6537/nPd68DRzhYHw+Nx4FKcZuUkIiKyRAxUilDzdqByOCIBO27npxgGKr7uzhjSuqZ6Pm/LeY1KSUREZJkYqBTh7vo+6v9fD15GWHQSbGyAjiH/Biri2W63mn/Wn7qG89eTNCknERGRJWKgUoRejf3wxr2Ncl838fdANTfHPPPU83VHr0a+Kn/lf9svaFBKIiIiy8RApRjG9aiLib3qq+f3twwwOs+z3eqo/385cFl1WSYiIqKyY6BSTC/3aYDD7/bBc7cDkvw6hnihRaAn0rNysHjXpUovHxERkSVioFICVV0dYSNJKkbI9DG3g5hFuy4iNSO7kktHRERkeRiolKN7m9ZAYDUX3EjJxC8HIrQuDhERkdljoFKO7O1sMer2AHA/7WegQkREVFYMVMrZoFYBalj941cSER6bonVxiIiIzBoDlXLmU8UJnW4PCLfmWJTWxSEiIjJrDFQqwMDmt7owrzkWqXVRiIiIzBoDlQrQr6kf7GxtVPPPpdhkrYtDRERkthioVABvaf6pw+YfIiKismKgUkEGNPdX/685ykCFiIiotBioVHDzz4nIRFyMYfMPERFRaTBQqcDmn87s/UNERFQmDFQqEJt/iIiIyoaBSgXq17SGav45GZWIC2z+ISIiKjEGKhXIy80xt/lnLZt/iIiISoyBSgUbyOYfIiKiUmOgUsH6svmHiIio1BioVDA2/xAREZWefRn+lorpvhb+2BYagyW7LyE9Mxu1vd0Q7OOq/vd2c4SNjY3WRSQiIjJJDFQqQd8mNfDeqhOISkjDl5vC8rxXxcketb1d8WTnYAxrF6RZGYmIiEyRjU6n08FMJSYmwtPTEwkJCfDw8IApO34lATvPxeBibIq6UeHFmBREJqRCv/Tdne1x8J0+cLBjaxwREVm2xBKcv1mjUkma1fRUD0NpmdmIiEvBI/N3Iy45Awcv3UDH2zczJCIiIibTasrZwQ71/dzRvUF19XrTmWiti0RERGRSGKiYgB4NbwUq/5y+rnVRiIiITAoDFRMgNSq2NsCZazdxJT5V6+IQERGZDAYqJqCqqyPa1Kqmnm8+zeYfIiIiPQYqJuKeRr7q/3+Yp0JERJSLgYqJuKfhrUBlR1is6g1EREREDFRMRmN/d/h5OCE1Mxt7LsRpXRwiIiKTwEDFRMgw+vpaFeapEBER3cJAxQTzVDafiYYZDxhMRERUbhiomJAu9XzgYGeDS7EpuBCTrHVxiIiINMdAxYTIDQo7htwaQn8Tm3+IiIgYqJjsKLVnOEotERERAxUTzVPZcyEWyelZWheHiIhIUwxUTEwdHzfU9nZFZrYO28NitC4OERGRphiomHA3ZY5SS0RE1o6BignK7aZ8+jq7KRMRkVVjoGKCOoZ4wdnBFlcT03Aq6qbWxSEiItIMAxUT5Oxghy51fXIHfyMiIrJWDFRMvvmHgQoREVkvBiomHqgcDL+B+JQMrYtDRESkCQYqJqpmVRc09HNHjg7YGspuykREZJ0YqJiwHo1ujVLL5h8iIrJWDFRMmH48lS1nryNbqlaIiIisDAMVE9a2djW4O9sjLjkDRy7Ha10cIiKiSsdAxYQ52NmiW/3bNyksRvPPjeQM/H3iKmZvDkNUQmollJCIiKhi2Vfw51M53E15zbEobD5zHa/0bZjnvasJadh7MQ57L8Ri34UbOHPt38HhVh2OxMrxneHqyFVMRETmy2TOYp988gkmTZqEiRMnYubMmVoXx2T0uJ2ncuxKAg5cisO56OTbwUkcwuNS7pi/bnU33EjJVEHLpBXHMPORVur+QURERObIJAKVffv2Yd68eWjRooXWRTE51d2d0CLQE0cvJ+DBubvyvGdrAzQJ8ECHYG90CKmGdsFe8KnipIKYR7/Zjd8PR6o8l5GdgjUrPxERkVkHKklJSRgxYgS++eYbfPjhh1oXxyQNblVTBSqOdrYqaOkQ4qUet5JtHe6YX96b1L8RPlxzCh+sPolmNT3RplY1TcpORERk1oHK+PHjMXDgQPTu3bvIQCU9PV099BITE2ENnuocrEaq9fd0VvcBKo7RXUPUqLZrj13F+B8OYvULXeFdxanCy0pERGQxvX6WLVuGgwcPYurUqcWaX+bz9PTMfQQFBcEa2NraIMTHrdhBipC8lE8fbIE61d0QlZCGF5cd4lgsRERkdjQLVCIiIlTi7A8//ABnZ+di/Y0k2yYkJOQ+5DOoYNIs9PXjbeHiYIcdYbGYsf6M1kUiIiIqERudTqfJZfZvv/2GIUOGwM7u31qC7OxsVRNga2urmngM3zNGmn6kZkWCFg8Pj0ootXn6/fAVTFx2WD3/ZmQ79Gnip3WRiIjIiiWW4PytWY1Kr169cOzYMRw+fDj30a5dO5VYK8+LClKo+B5oVVPluYhXlh/GpdhkrYtERERk2sm07u7uaNasWZ5pbm5u8Pb2vmM6ld1bAxrj6OV4HAyPx9glB7FiXGe4ODIYJCIi08Yh9K2Eo70tZo9oA283R5yKSsTbvx2HRq1+REREpp+jUh6Yo1JyO8Ni8Pj/9kA6AH08pDke61hL6yIREZGVSTSHHBXSRud6Pnit3617Bk1edUI1BxEREZkqBipWaFz3uqrnT0Z2DsYtOajuukxERGSKGKhYIekC/vnDLVHb2xVX4lMx8afDHAyOiIhMEgMVK+XpcmswOGcHW2w9ex1fbgzVukhERER3YKBixRr7e+Cjwc3V8y83hWLzmWiti0RERJQHAxUr92DbQIzoWAvS9+ulZYcREZeidZGIiIhyMVAhvHt/E7QM9ERCaiZe+/kIx1chIiKTwUCF4GRvh1mPtYGTvS32XIjDuuNXtS4SERGRwkCFlCAvVzzXva56/tGaU0jLzNa6SERERAxU6F9ju9eBv6ez6rI8f+t5rYtDRETEQIX+5epoj0kDGqvnc/4JQ2R8qtZFIiIiK8dAhfK4v4U/2tWuhrTMHHz652mti0NERFaOgQrdMWrt5EFNYWMD/H44EvsvxmldJCIismIMVOgOzWp64pF2Qer55D9OIIfD6xMRkUYYqJBRr/ZtCHcnexy/kohfDlzWujhERGSlGKiQUdXdnfBir/rq+Wd/nUZiWqbWRSIiIivEQIUK9GTnYNTxcUNMUgZmbQrTujhERGSFGKhQgRztbfHOfU3U8wU7LuD89SSti0RERFaGgQoV6p5GvujRsDoys3VqxFoiIqLKxECFivT2wCawt7XBxtPR+OdMtNbFISIiK8JAhYpUz7cKnuocrJ6/v/okMrNztC4SERFZCQYqVCwv9KoPbzdHnL+ejEW7LmldHCIishIMVKhYPF0c8Fq/hur5zA1nEZuUrnWRiIjICjBQoWIb1i4ITQM8cDMtC5//fVbr4hARkRVgoELFZmdrg/fub6qeL9sXjhORCVoXiYiILBwDFSqRDiFeuK+FP3Q6YMqqk9DJEyIiogrCQIVKbNKAxnB2sMXei3FYcyxK6+IQEZEFY6BCJVazqgvGdq+rnk9dexqpGdlaF4mIiCwUAxUqlee61UWApzOuxKdi3tZzWheHiIgsFAMVKhUXRzvVBCS+3nJOBSxERETljYEKlZok1XYI9kJaZg4+WXda6+IQEZEFYqBCpWZjY4N3728CGxvgjyOR2HshTusiERGRhWGgQmXSrKYnhrcPUs+n/HEC2TnsrkxEROWHgQqV2Wt9G8Ld2R4nIhPx8/4IrYtDREQWhIEKlZl3FSdM7FVfPZ/21xkkpmVqXSQiIrIQDFSoXIzsFIw61d0Qm5yBLzeEal0cIiKyEAxUqFw42tvi3fuaqOcLd17EuetJWheJiIgsAAMVKjc9GvqiZyNfZOXo8PrPR5CexRFriYiobBioULmafH9TlVh7MDwek1ed1Lo4RERk5uxL80fp6enYs2cPLl26hJSUFFSvXh2tW7dGSEhI+ZeQzEotb1d8+WhrjFq4Dz/uDUezmh4Y0bG21sUiIiJrCFR27NiB//u//8Mff/yBzMxMeHp6wsXFBXFxcSp4qVOnDsaMGYOxY8fC3d294kpNJu2ehr54vV9DfPbnGbz3+wk08HNH+2AvrYtFRESW3PQzaNAgPPLIIwgODsbff/+NmzdvIjY2FpcvX1a1KqGhoXj77bexceNGNGjQAOvXr6/YkpNJG9e9Lga28Ff5KuOWHEBUAu8FREREJWej0+mKNZTovHnzMGrUKDg4OBQ578mTJxEVFYVevXqhIiUmJqpanYSEBHh4eFTod1HJpWRkYeicnTh99SZaBHpi+XOd4Oxgp3WxiIhIYyU5fxc7UBHZ2dmwszOdEw0DFdMXEZeC+2dtR3xKJh5sE4jPH26h7hFERETWK7EE5+8S9fqpWbMm3nzzTZw9e7asZSQrEeTlitmPtYGtDfDrwctYsOOi1kUiIiIzUqJAZfz48fjll1/QuHFj3H333Vi4cKHKTyEqTJd6PnhrQGP1/KO1p7AzLEbrIhERkSUGKu+88w7CwsJUwqz08JkwYQL8/f3x7LPPqu7KRAUZ3TUEQ1vXVHdXHr/0oGoSIiIiqpAB33r06IHvv/8eV69exfTp03Hq1Cl06tQJTZs2xYwZM0rzkWThJC/l46HN0bymJ26kZGLM4gNIzeDItUREhPJLpi3MmjVrMHLkSMTHx6uk28rAZFrzExmfivu/2q5uXnh/ywB8ObwVk2uJiKxMYkUl0+Yn+SmSp9K9e3c1zoq3tzc++uijsnwkWbiAqi6YM6IN7G1t8MeRSMzbel7rIhERkQkrVaCyc+dOPPPMMyo/RRJsZRC4zZs3q95A0iuIqDAd63jjvftv3Wn50z9P458z0VoXiYiILCFQ+eyzz3J7/Bw7dgzTpk1TeSqSr9KtW7eKKyVZnMfvqo3h7YMgDY8v/ngIF2OStS4SERGZe46K3Hzw8ccfx+jRo9GsWTNojTkq5i09KxvD5+/GofB4NPCrghXPd0EVp1LdJ5OIiMxIhY1MKzciLM4Q+pWFgYr5u5aYppJro2+mo19TP8wd0Ra2MjocERFZrApJpl22bFmxg5SIiAh1p2Wiovh5OOPrJ9rC0c4Wf524hlmbw7QuEhERmZBiBypz585V+SmSpyLjpuQnUdHatWvx2GOPoU2bNurOykTF0aZWNXw4+FZT4oz1Z7H+5DWti0REROYWqGzZsgWffvop1q9fr/JTpKqmfv36aN68OQIDA1XXZLm7cq1atXD8+HHVXZmouIa1D8LITrXV85d/Ooyw6CSti0REROY64FtMTAy2b9+OS5cuITU1FT4+PmjdurV62NqWaWiWEmGOimXJzM7BiG/3YO+FONTxccNvE7rAw9l0cqKIiMjEk2lNDQMVyxOTlK6Sa6MS0tCzkS++GdkOdkyuJSKyKJU2Mi1RefOp4oT5T7SDk70tNp2Oxhfrz2pdJCIi0hADFTI5zQM98cmDzdVz6QW09liU1kUiIiKNMFAhkzSkdSCe6Rqinr/28xGcvpqodZGIiEgDDFTIZL3ZvxG61PNGSkY2xiw6gPiUDK2LRERElYyBCpkseztbzHq0DYK8XBAel4IXfjyErOwcrYtFRETmGqjIiLQylgpReanm5qiSa10c7LAtNAaf/XVG6yIREZG5BipxcXHqTsolGe22RYsWqmuSPDp16oR169aVZ5HIAjT298DnD7dUz+dvPY+ZG84iI4s1K0RE1qBEt6pdtWpVoe+fP3++RF8uI9p+8sknaoRbGc5FgpwHHngAhw4dQtOmTUv0WWTZBrbwx6moeqoX0MwNoaon0NShzdG2tpfWRSMiogpUogHfZNRZGxsbFVQU+IE2NsjOzi51gby8vDBt2jSMHj26yHk54Jt1ke1u1ZFIvP/HScQmZ8DGBhjRsRb+c28jjmBLRGRGKmzAN39/f6xYsQI5OTlGHwcPHix1oSW4kTs0JycnqyYgY9LT09WPM3yQ9ZAg+IFWNbHhle54uG0gJF5esjscvadvwZ/HowoNoImIyDyVKFBp27YtDhw4UOD7RdW2GHPs2DFUqVIFTk5OGDt2LFauXIkmTZoYnXfq1KkqAtM/goKCSvRdZDkJttMebomlz3ZEiI8bom+mY+ySgxiz+ACiElK1Lh4REWnV9LNt2zZV43HvvfcafV/e279/P7p3717sAmRkZCA8PFxV//zyyy/49ttv1Z2ajQUrUqMiDz2pUZFghU0/1istMxuzN4dh7j/nkJWjg5ujHV7v1xBPdArmPYKIiEyUWd+UsHfv3qhbty7mzZtX5LzMUSG9s9duYtKKYzhw6YZ63TKoKj4Z2lz1GCIiIiu7KeGSJUtU7UlFkFwXw1oTouJo4OeOn5/rhA8HN4O7kz2ORMTjvq+245N1p5GaUfrkbiIi0lapApWXX34Zfn5+eOyxx7B27dpS9/KZNGkStm7diosXL6pcFXn9zz//YMSIEaX6PLJutrY2ePyu2tjwanf0b1YD2Tk6fL3lHPrN3Iptode1Lh4REVVWoBIVFaV66Ejy7LBhw1RvoPHjx2Pnzp0l+pzo6GiMHDkSDRs2RK9evbBv3z789ddf6NOnT2mKRaT4eThj7uNt8c3IdvD3dFbD7z/xv7145afDiE1ibR0RkTkpc45KSkqK6qmzdOlSbNiwQQ3idu7cOVQG5qhQUZLSs/D5X2fw/a6LqjtzNVcH/HdgEzzYpqYKtImIyAJzVAy5urqiX79+6N+/vxphVppxiExFFSd7TB7UFCuf76ISa2+kZOK1n49gxLd7cCGmYvKsiIio/NiWpSblhx9+wIABA1CzZk3MnDkTQ4YMwYkTJ8qxeETlo1VQVaya0AVv9m8EZwdb7DwXq3JXpGsz7xtERGRhTT/Dhw/H6tWrVW2K5KhI8mtBo8lWJDb9UGmEx6bgv78dU3djFg393PGxum9QNa2LRkRkFRJLcP4u0U0J9ezs7LB8+XLV5CPPicxJLW9XLBrVAb8fjsT7q0/izLWbeOjrnXi8Y228fm9D3jeIiMiEmNyAbyXBGhUqqxvJGfho7Sn8cuCyeu3n4YQpg5rh3mY1tC4aEZHFqtRkWiJzv2/Q53LfoGc6ItjbFdcS5b5BB/Dsov28bxARkQlgoEIEoHM9H/z5UjdMuKce7G1tsP7kNfSZsRXf77yoBo4jIiJtMFAhus3ZwQ6v9WuINS/ejTa1qqoxWN5bdQIPzt2J0Gs3tS4eEZFVYqBClE/DGu74ZWxnfHD7vkGHI+IxZM5ObDnLYfiJiMwmUJHRZ99++208+uijaih8sW7dOo6jQhZz36Anbt83qGOIl6pdGbVwH5buCde6aEREVqVUgcqWLVvQvHlz7NmzBytWrEBSUpKafuTIEbz33nvlXUYiTe8btGh0BwxtXVPlqry18pi6I3MO81aIiEw3UHnzzTfx4YcfYv369XB0dMyd3rNnT+zevbs8y0ekOSd7O0wf1hITe9VXr+WOzC8sO4S0zNLdNZyIiCo4UDl27JgaLj8/X19fxMTcGu2TyJLIDQxf7tNAdWV2sLPBmqNR6n5BvBszEZEJBipVq1ZFVFTUHdMPHTqk7vtDZKkeahuI70d1gIezPQ5cuoGhc3fi/PVbTZ9ERGQigYrc6+eNN97A1atX1ZVmTk4OduzYgddeew0jR44s/1ISmZDOdX2w4vnOCKzmgkuxKSpY2XshTutiERFZpFIFKh9//DEaNWqEoKAglUjbpEkTdOvWDZ07d1Y9gYgsXT1fd6x8vgtaBlVFfEomHv92D34/fEXrYhERWZwy3esnIiJC5atIsNK6dWvUr38r2bCy8F4/pLXUjGy8/NNh/Hniqnr9ap8GmNCznqppJCIije718/777yMlJUXVqAwYMADDhg1TQUpqaqp6j8hauDjaYc6INnj27hD1evr6s/jPL0eRmZ2jddGIiKy3RsXOzk4l00ovH0OxsbFqWnZ25XTbZI0KmZLFuy6qIfdliJUu9bwxZ0RbeLo4aF0sIiLrq1GR2MZY1bYM+Obl5VWajyQye090Csa3T7aDq6MddoTF4qG5O3H5RorWxSIiMmslClSqVaumAhEJUho0aKCe6x8SGfXp00c1AxFZq56N/LD8uU7w83BCaHQSBs/eiaOX47UuFhGRdTT9fP/996o2ZdSoUZg5c6YKTvRkhNrg4GB06tQJlYVNP2SqohJS8fSCfTh99SZcHOzwf8NboW/TGloXi4jIJJTk/F2qHBW51490RXZw0Lb9nYEKmbKbaZmYsPSQuuuytJS+M7AJRnW9lXRLRGTNEis6UDGUlpaGjIyMPNMqK2hgoEKmLis7B++uOpF71+WnOgfjnfuawM6W3ZeJyHolVnQyrXRNnjBhgurh4+bmpnJXDB9EdIu9nS0+GtwMk/o3Uq8X7ryI5xbvR0pGltZFIyIyC6UKVF5//XVs2rQJc+fOhZOTE7799ltMmTIFAQEBWLRoUfmXksiMSfL5c93rqvFWnOxtseFUNIbN24XoxDSti0ZEZPJK1fRTq1YtFZD06NFDVdkcPHgQ9erVw+LFi/Hjjz9i7dq1qAxs+iFzIzcyfHbRfsQlZyDA0xnfPd0ejWpw2yUi65JY0U0/cXFxqFOnjnouXyCvRdeuXbF169bSfCSRVWhbuxpWPt8Zdaq7ITIhDQ/P3YVtode1LhYRkckqVaAiQcqFCxfUc7k54fLly9XzP/74A1WrVi3fEhJZmNreblgxrjM6hHjhZnqW6sb8075bybZERFQOgcrTTz+tRqEVb775JmbPng1nZ2e8/PLLKn+FiApX1dURi0d3wOBWAcjK0eGNX4/hsz9PI0fG3yciovLrniwuXbqEAwcOqDyVFi1aoLIwR4XMnex+X2wIxZcbQ9Xr+1r44/OHW8LZwU7rohERWcY4KlpioEKW4pcDl/Hmr0dV7Uq72tUwf2Q7eLk5al0sIiLzClRSU1OxceNG3Hfffer1pEmTkJ6enueuyh988IFqBqoMDFTIkuwMi8FzSw7gZloWgr1dseDpDgjxcdO6WERE5tPrR+71M2/evNzXs2bNws6dO3Ho0CH1WLJkiRpbhYhKrnM9H5VkG1jNBRdjUzB0zg7su3irRx0RkbUqUaDyww8/YMyYMXmmLV26FJs3b1aPadOm5fYAIqKSq+/njpXPd0HLQE/cSMnEiG/2YNWRSK2LRURkHoFKWFgYmjdvnvtamnhsbf/9iA4dOuDkyZPlW0IiK1Pd3QnLxnRCv6Z+yMjOwYs/HsLszWEq8ZaIyNqUKFCJj4/Pk5Ny/fp1BAcH577OycnJ8z4RlY6Lox3mjGiLZ27fbXnaX2fw5q/HkJmdo3XRiIhMN1AJDAzE8ePHC3z/6NGjah4iKju5w/Lb9zXB+w80hdxs+af9ERi1cB8S0zK1LhoRkWkGKgMGDMC7776LtLQ0oz2C5MaEAwcOLM/yEVm9kZ2C8c3IdnB1tMO20Bg17P6V+FSti0VEVClK1D352rVraNWqFRwdHTFhwgQ0aNBATT9z5ozqAZSVlaV6//j5+aEysHsyWZPjVxJUjUr0zXSVx/LtyHZoGcRbVhCR+anQAd/kHj/jxo3D+vXrc5P75Db2ffr0wZw5c3JvVlgZGKiQtYmMT1XByumrN1XT0FOdg/FS7/pwd3bQumhERKY1Mq3cMVl6AQkZOt/LywuVjYEKWaObaZkqsXbNsSj1WmpX/jugMR5oFaAuGoiITB2H0CeyAlvOXsfkVSdwISZZvZa7MX/wQDM0rOGuddGIiArFQIXISqRnZePbbRfw1aZQpGXmsDmIiKx7CH0iMi1O9nYYf089bHy1B/o3q4HsHB3+t/0Cek7fgt8OXeEgcURk9lijQmRBtt5uDjpv0Bwk47A0qsH9g4hMB5t+iKyYvjlo1qYwpGZmq+agJzsF46U+9eHB5iAiMgFs+iGyYvrmoA2vds9tDvpuxwX0mr4FKw9dZnMQEZkV1qgQWVtzULAX3h/M5iAi0g6bfogoDzYHEZEpYdMPEeXB5iAiMlesUSGyQmwOIiItsemHiIrVHCRjrny1kc1BRFS52PRDRMVqDnq+x63moAHN/20O6vk5m4OIyHSwRoWICmwOmvJAUzT2575FROWLTT9EVG7NQSM71cbLfRqwOYiIyg2bfoio3JqDFuy4qJqDVhxkcxARVT7WqBBRgbaFXsd7v7M5iIjKF5t+iKjcsDmIiMobm36IqNybgzayOYiINMAaFSIqU3NQ++BqeP+BZmwOIqJiY9MPEVV6c9ATd9XGK33ZHERERWPTDxFVenPQwp23moN+PcDmICIqP6xRIaLyaQ6SweKu/9scNGVQMzQJ4H5JRHdi0w8RVbqMrBzVHPTlxlDVHGRrA4zsFMzmICIy36afqVOnon379nB3d4evry8GDx6MM2fOaFkkIiolR3tbjOtRVzUHDWzujxwd2BxERGWmaaCyZcsWjB8/Hrt378b69euRmZmJvn37Ijn5VvUxEZmfgKoumD2iDZaM7og61d0Qk5SOV38+gmHzduFkZKLWxSMiM2NSTT/Xr19XNSsSwHTr1q3I+dn0Q2SezUEyWJynC5uDiKxVork0/eQnBRZeXl5G309PT1c/zvBBRObXHNRr+j/47dAVNgcRkfnUqOTk5GDQoEGIj4/H9u3bjc4zefJkTJky5Y7prFEhMg/bQ2Pw7qrjub2DutbzwQeDmyHEx03rohFRJTLLXj/jxo3DunXrVJASGBhYYI2KPAx/aFBQEAMVIjNrDpq/9Ry+2hSG9KwcVesyvkc9jO1RR43PQkSWL9HcApUJEybg999/x9atWxESElLsv2OOCpH5uhSbjLd/O45toTHqtSTefji4GTrX9dG6aERUwcwmR0ViJAlSVq5ciU2bNpUoSCEi81bb2w2LRnXAl4+2hk8VJ9Uc9Ng3e/DK8sOITfq35pSIrJumgYp0TV6yZAmWLl2qxlK5evWqeqSmpmpZLCKqJDY2NhjUMkAl2z5+Vy3Y2AArDl5Brxlb8NO+cORI9i0RWTVNm37kIGXMggUL8NRTTxX592z6IbIsh8Jv4K2Vx3EqKjF3KP6PhjRHAz93rYtGRNaco1JaDFSILE9Wdo7qwjxj/VmkZGTD3tYGz3argxd71oeLI5NtiSyB2eSoEBHlZ29ni2furoP1r3RHnyZ+yMrRYe4/59B35hb8cyZa6+IRUSVjoEJEJqlmVRd8M7Id5j3RFv6ezoiIS8VTC/Zh/NKDiE5M07p4RFRJGKgQkUnr17QGNrzSHc90DYGdrQ3WHI1Cr+lbsGjXRWQz2ZbI4jFHhYjMxonIBJVseyQiXr1uGeipkm2b1fTUumhEVALMUSEii9Q0wBMrxnXGBw80hbuTPY5cTsCgWdvx/h8nkZSepXXxiKgCMFAhIrMizT9PdApWY6/c1+LWjQ6/23EBfWZswZ/Hr/JGh0QWhoEKEZklXw9nzHqsDRY+3R61vFwRlZCGsUsO4NlF+3H5RorWxSOicsJAhYjMWo+Gvvj75W4Yf09dONjZYMOpaPSZsVXd+DAzO0fr4hFRGTFQISKz5+xgh9f7NcLaF+9Gh2AvpGZm4+O1p3H/V9txMPyG1sUjojJgoEJEFqO+nzuWjbkLnz3YAlVdHXD66k08OHcn/rvyGBJSM7UuHhGVAgMVIrIotrY2GNY+CBtf6Y4H2wRCcmt/2BOuxl75/fAVJtsSmRkGKkRkkbyrOGH6sJb48dm7UKe6G2KS0jFx2WGM/G4vLsYka108IiomBipEZNE61fXGuol345U+DeBob4ttoTHoO3MrvtwYivSsbK2LR0RFYKBCRBbPyd4OL/aqj79e6oau9XyQkZWj7s484P+2Yff5WK2LR0SFYKBCRFYjxMcNi0d3wP8NbwWfKo44dz0Zw+fvxqvLjyAuOUPr4hGREQxUiMiq2NjY4IFWNbHxlR54rGMtNe3Xg5fRc/o/WL4vgsm2RCaGgQoRWSVPVwd8PKQ5fh3XGY1quCM+JRP/+fUoHpm3G6HXbmpdPCK6jYEKEVm1trWr4Y8XuuKtAY3g4mCHvRfjMODLbZj212mkZTLZlkhrDFSIyOo52NliTLe6WP9KN/Ru7IvMbB1mbz6Hvl9sxZaz17UuHpFVY6BCRHRbYDVXfDOyHb5+vC1qeDgjPC4FT363FxOWHkR0YprWxSOySgxUiIjyJdve26wGNrzaHaO6hMDWBlh9NEqNbLt410Vk5zDZlqgy2ejMOMU9MTERnp6eSEhIgIeHh9bFISILdPxKAt5aeQxHLyeo1y2DquLjIc3QNMBT66IRwRrO36xRISIqRLOanlj5fBdMGdQUVZzscSQiHoNm7cCHq08iOT1L6+IRWTwGKkRERbCztcGTnYOx8dXuGNjcXzX/fLv9AvrM2IK/T1zVunhEFo2BChFRMfl5OGP2iDZY8FR7BFZzQWRCGsYsPoBnF+3HlfhUrYtHZJEYqBARldA9jXyx/uXuGNejLuxtbbD+5DVVu/LN1vPIys7RunhEFoWBChFRKbg42uGNexthzYt3o13takjJyMZHa0/h/lk7cCj8htbFI7IYDFSIiMqgYQ13LH+uEz4Z2hyeLg44FZWIoXN34u3fjiEhNVPr4hGZPQYqRERlZGtrg+Edaqlk26Gta0IGfViyOxy9Z2zBqiORvNEhURlwHBUionK2MywGb/92HOdjktXru+v74IWe9dV9haQHEZG1SyzB+ZuBChFRBUjPysbcf85hzuZzyLidYOvl5oh7GvqiTxM/Fby4OdlrXUwiTTBQISIyEeevJ2HWpjBsOHUNiWn/DhDnaG+LLnW90adJDfRq7Ku6PhNZi0QGKkREpiUzOwf7L95QAYt0Z5YbHhpqGeiJ3o390LuJHxrVcFf3HCKyVAxUiIhMmBx2Q6OTVMAigcuh8Pg878tgchK0SBNRhxAvONix3wNZFgYqRERmJPpmGjadilZBy7bQGKRn/TtonLuzvcprkZqW7g2qqy7QROaOgQoRkZlKycjC9tAYFbRsPBWN2OSM3PdkFNyOdbzQp7EfejX2Q5CXq6ZlJSotBipERBZAbn54OOIG1p+8VdsSFp2U533JZenb5FZeS7MATzWeC5E5YKBCRGSBLsQkY8PJa1h/6hr2X4xDjsHR28/DSdWySF5LpzrecHaw07KoRIVioEJEZOFuJGdg85lolZC75ex1da8hPVdHO3SrX13VtPRs5KvGbyEyJQxUiIisSFpmNnafj1XNQxtORuNqYlrue9Ia1K62F3o38VU9iepUr6JpWYkEAxUiIislh/TjVxJV85DUtshNEg3Vre6malokIbd1LQ7pT9pgoEJERMrlGymq95DUtuw6F4ssg8QWbzdH1TTU+/aQ/q6OHNKfKgcDFSIiukNiWia2nLmugpbNp6PzDOnvZG+LrvV8VNDSq5EvfDmkP1UgBipERFTkkP77LsTlNhFdvpGa5/2WQVVvdX1u7IcGflU4pD+VKwYqRERUbHIaOHtNhvS/ivWnonEkIu+Q/kFeLujTuIZKyG0fzCH9qewYqBARUalFJ6Zh4+lbXZ+3h8Ugw2BIfw8Z0r+RrxqvpVuD6vBw5pD+VHIMVIiIqNyG9Jf7D8lAcxK8xBkM6e9gZ4O76njn3vW5ZlUXTctK5oOBChERVciQ/ofCb+TmtZy/npzn/Sb+Hrldn5vV9GBeCxWIgQoREVW4c9eTsPH2IHP7L+Ud0r+Gh3PuIHOd6nrDyZ5D+tO/GKgQEVGlik1Kx2bp+nzyGraG5h3S383RDt0bVldByz0NfVGNQ/pbvUQGKkREpOWQ/jK4nDQRSeASfTM99z0ZCbdd7WoqGVcCl2AfN03LStpgoEJERCYhJ0eH45EJKqdFHqev3szzfj3fKipgkcClVVBVDulvJRIZqBARkSmKiJMh/a+p2pY95+PyDOnvU+X2kP6NZUj/6nBxZF6LpWKgQkREJi8hNRNbzl5XNS3/nI7GzfS8Q/rf26wGHu1QCx1DvNiDyMIwUCEiIrMig8rtuxiX20R0Jf7fIf3r+LjhkfZBeLBtIHyqOGlaTiofDFSIiMhsyWnp6OUELNsXjlWHI5F8uweRDDDXt0kNDO8QhC51fWDLfBazxUCFiIgsQlJ6FlYficSPe8Nx5HJCnvsPDW9fCw+3DeSdns0QAxUiIrI4JyMTVS3LyoNXcvNZpJdQr0a+KpdF7j3EXkPmgYEKERFZrNSMbKw5FqVqWQ5cupE7PcDTGcPaB2FYuyAE8L5DJo2BChERWYWz125i2d4IrDh0GfEpmWqaVKr0aOiL4e2DVHdneztbrYtJ+TBQISIiqxsN968TV1Uty+7zcbnTfd2d8HC7QJXPEuTlqmkZ6V8MVIiIyGqdv56En/ZF4JcDlxGbnJE7/e76PiqXRQaUc7RnLYuWGKgQEZHVk7FZZEwWScDdFhqTO93bzREPtQ1UY7PUqV5F0zJaq0QGKkRERP8Kj03BT/vD8fP+y3luknhXHS9Vy9KvaQ04O3DI/srCQIWIiMiIrOwcbDodrXJZZPh+/a2Gqro6YGjrQDzaIQj1/dy1LqbFSzSXQGXr1q2YNm0aDhw4gKioKKxcuRKDBw8u9t8zUCEiotKKjE/F8v0RWL4vApEJabnT29WuhuEdamFgc3/eGLGClOT8rWk2UXJyMlq2bInZs2drWQwiIrJCMtbKS70bYNsbPbHgqfbo28RPDRi3/9INvPbzEXT4eAPe/f24GmiOtGMyTT9yZ0zWqBARkZauJaap3kKSgBsR9++NEVsGeqpalvtbBqCKk72mZbQEZtP0Y4iBChERmYqcHB12nItRg8n9ffIqMrNvnSrdHO0wqFWASsBtXtNTnbuo5Epy/jarsDA9PV09DH8oERFReZM7M99dv7p6xCSl41dVyxKBCzHJ+HFvhHo08fdQybcPtK4JD2cHrYtsscyqRmXy5MmYMmXKHdNZo0JERBVNTpcy6q00C607flWN0yKcHWxxXwupZQlCm1rVWMtizU0/xmpUgoKCGKgQEVGlupGcgZWHrqhuzqHRSbnTG/hVUcP1D21TE1VdHTUtoymz2EAlP+aoEBGRluQUejD8hmoKWn00EmmZt2pZZIj+Ac1qqATcjiFerGUx1xyVpKQkhIWF5b6+cOECDh8+DC8vL9SqVUvLohERERVJApC2tb3U4537mmDV4StYujcCp6IS8dvhSPWo4+OG4R2C8GCbQHhXcdK6yGZH0xqVf/75B/fcc88d05988kksXLiwyL9njQoREZkaOa0evZygcllWHY5Ecka2mu5gZ4O+TWqoHkOd63qrhF1rlWiOTT+lwUCFiIhMWVJ6Fv44Eolle8Nx5HJC7vRaXq7qpogPtw2Er4czrE0iAxUiIiLTciIyQY3L8tuhK7iZnqWmyUi4vRr5qlqWbg2qq9fWIJGBChERkWlKycjCmqNRalyWA5du5E4P8HTGsPZBGNYuSA3vb8kSGagQERGZvrPXbqpall8PXkZCaqaaJpUqPRr6Ynj7IPRs5At7O01vy1chGKgQERGZkbTMbPx14iqW7gnHngtxudN93Z1UDYvkswR5ucJSMFAhIiIyU+evJ+GnfRHq5oixyRlqmgzD0rWej8pl6d3YT43TYs4YqBAREZk5GaJ//clrqpvzttCY3Onebo54qF2gGgE3xMcN5oiBChERkQUJj03BT/vDsXz/ZVy/+e+tZO6q46VqWfo1rQFnBzuYCwYqREREFigzOwebTkercVn+OXsd+jN4VVcHDG0dqG6MWN/PHaaOgQoREZGFuxKfiuX7IrB8fwSiEtJyp7erXU3dY2hgc3+4OJpmLQsDFSIiIiuRnaPD1rPXsXRvuKptkdfC3dkeQ1rXVLksTQJM6xzJQIWIiMgKXUtMw8/7I9RgcpdvpOZObxlUFY+2D8L9LQPg5qTp/YgVBipERERWLCdHhx3nYtRgcn+fvIrM7FunejdHOwxqVVPlsjSv6anu/qwFBipERESkxCSl49cDl1Uty4WY5FsTATTx98CjHWvhgVYB8HB2QGVioEJERER5yOl+9/k4NS7LumNXkZGdo6a7ONhhYAt/1c25Ta2qlVLLwkCFiIiICnQjOQMrDl1R3ZxDo5Nypzfwq6KSb4e2qYmqro6oKAxUiIiIqEgSAhwMv4GleyKw5lgk0jJv1bLIEP0DmtVQ3Zw7hniVey0LAxUiIiIqEbl78++Hr+DHvRE4FZWYO13uMbTkmY7Q6vytfR8lIiIi0pyniwNGdgrGE3fVxtHLCfhxbzhWHYlEu+BqmpaLNSpERERkVFJ6lhpAToKY8sQaFSIiIiqzKiYwOJyt1gUgIiIiKggDFSIiIjJZDFSIiIjIZDFQISIiIpPFQIWIiIhMFgMVIiIiMlkMVIiIiMhkMVAhIiIik8VAhYiIiEwWAxUiIiIyWQxUiIiIyGQxUCEiIiKTxUCFiIiITJb2t0UsA51Ol3u7aCIiIjIP+vO2/jxusYHKzZs31f9BQUFaF4WIiIhKcR739PQsdB4bXXHCGROVk5ODyMhIuLu7w8bGpkyRnQQ7ERER8PDwKNcyUl5c1pWHy7rycFlXLi5v81/WEnpIkBIQEABbW1vLrVGRHxcYGFhunycrgRt95eCyrjxc1pWHy7pycXmb97IuqiZFj8m0REREZLIYqBAREZHJYqACwMnJCe+99576nyoWl3Xl4bKuPFzWlYvL27qWtVkn0xIREZFlY40KERERmSwGKkRERGSyGKgQERGRyWKgQkRERCaLgQqA2bNnIzg4GM7OzujYsSP27t2rdZEsztSpU9G+fXs1irCvry8GDx6MM2fOaF0sq/DJJ5+okZtfeuklrYtika5cuYLHH38c3t7ecHFxQfPmzbF//36ti2VxsrOz8c477yAkJEQt57p16+KDDz4o1r1iqHBbt27F/fffr0aJlWPFb7/9lud9Wcbvvvsu/P391bLv3bs3QkNDUVmsPlD56aef8Morr6juVwcPHkTLli3Rr18/REdHa100i7JlyxaMHz8eu3fvxvr165GZmYm+ffsiOTlZ66JZtH379mHevHlo0aKF1kWxSDdu3ECXLl3g4OCAdevW4eTJk5g+fTqqVaumddEszqeffoq5c+di1qxZOHXqlHr92Wef4auvvtK6aGYvOTlZnfvkot0YWc5ffvklvv76a+zZswdubm7qPJmWllY5BdRZuQ4dOujGjx+f+zo7O1sXEBCgmzp1qqblsnTR0dFyGaTbsmWL1kWxWDdv3tTVr19ft379el337t11EydO1LpIFueNN97Qde3aVetiWIWBAwfqRo0alWfa0KFDdSNGjNCsTJYIgG7lypW5r3NycnQ1atTQTZs2LXdafHy8zsnJSffjjz9WSpmsukYlIyMDBw4cUNVYhvcPkte7du3StGyWLiEhQf3v5eWldVEsltRgDRw4MM/2TeVr1apVaNeuHR5++GHVpNm6dWt88803WhfLInXu3BkbN27E2bNn1esjR45g+/bt6N+/v9ZFs2gXLlzA1atX8xxH5B49kiZRWedJs74pYVnFxMSodk8/P7880+X16dOnNSuXpZO7Xku+hFSZN2vWTOviWKRly5appkxp+qGKc/78edUcIc3Hb731llreL774IhwdHfHkk09qXTyL8uabb6o7+TZq1Ah2dnbq2P3RRx9hxIgRWhfNol29elX9b+w8qX+voll1oELaXekfP35cXQ1R+ZPbsU+cOFHlAkmCOFVs0C01Kh9//LF6LTUqsm1LWz4DlfK1fPly/PDDD1i6dCmaNm2Kw4cPqwseSQDlsrZsVt304+PjoyLza9eu5Zkur2vUqKFZuSzZhAkTsHr1amzevBmBgYFaF8ciSXOmJIO3adMG9vb26iHJzJIMJ8/lSpTKh/SCaNKkSZ5pjRs3Rnh4uGZlslSvv/66qlUZPny46ln1xBNP4OWXX1Y9Cqni6M+FWp4nrTpQkerZtm3bqnZPwysked2pUydNy2ZpJEdLgpSVK1di06ZNqoshVYxevXrh2LFj6opT/5Crfqkil+cSnFP5kObL/N3sJYeidu3ampXJUqWkpKgcQkOyLcsxmyqOHKslIDE8T0oTnPT+qazzpNU3/UjbslQbyoG8Q4cOmDlzpuqq9fTTT2tdNItr7pEq299//12NpaJv25SkLOmXT+VHlm/+3B/pTijjfDAnqHzJFb0keUrTz7Bhw9QYTPPnz1cPKl8yzofkpNSqVUs1/Rw6dAgzZszAqFGjtC6a2UtKSkJYWFieBFq5qJHODrK8pYntww8/RP369VXgIuPZSJObjIdVKSqlb5GJ++qrr3S1atXSOTo6qu7Ku3fv1rpIFkc2NWOPBQsWaF00q8DuyRXnjz/+0DVr1kx112zUqJFu/vz5WhfJIiUmJqptWI7Vzs7Oujp16uj++9//6tLT07UumtnbvHmz0ePzk08+mdtF+Z133tH5+fmp7bxXr166M2fOVFr5bOSfygmJiIiIiErGqnNUiIiIyLQxUCEiIiKTxUCFiIiITBYDFSIiIjJZDFSIiIjIZDFQISIiIpPFQIWIiIhMFgMVIiIiMlkMVIjI5C1cuBBVq1atsM+XG9zp74BcXH/++SdatWrFe80QVTAGKkRWSO61NHHiRNSrVw/Ozs7w8/NTN9ibO3euuvmbqQQQJXHixAk8+OCDCA4Oho2NjbpvV3EcOXIEa9euxYsvvqhey515x44da3TexYsXw8nJCTExMbj33nvh4OCAH374oVx/BxHlxUCFyMqcP38erVu3xt9//61qEeTmbrt27cJ//vMfrF69Ghs2bIA5kgCrTp06+OSTT0p0+/mvvvoKDz/8MKpUqaJejx49GsuWLUNqauod8y5YsACDBg2Cj4+Pev3UU0/hyy+/LMdfQUR3qLS7ChGRSejXr58uMDBQl5SUZPR9uQGZ3vTp09UN91xdXdXfjBs3Tnfz5s0Cb2T23nvvqffS0tJ0r776qi4gIED9rdzsU+YvzI0bN3RjxozR+fr6qhufNW3aVN3wT8jNKz09PXV//vmnuvGfm5ub+h2RkZFGP6t27dq6L774oshlkZWVpT539erVudOuX7+ublC6ePHiPPOeP39eZ2Njo1u3bl3utEuXLqnfHRYWVuR3EVHpsEaFyIrExsaqmpTx48fDzc3N6DzSbKJna2uragykWeX777/Hpk2bVM2L6Ny5s2pe8fDwQFRUlHq89tpr6r0JEyaoWhqpmTh69KiqsZCmktDQUKPfKXke/fv3x44dO7BkyRKcPHlS1YzY2dnlqTH5/PPPVfPL1q1bER4envt9pSVlS0hIQLt27XKnSW3JAw88gO++++6OZq7AwED07ds3d1qtWrVUs9m2bdvKVA4iKkQpAxwiMkO7d+9WNQArVqzIM93b21vVUsjjP//5T4F///PPP6t59fQ1HYaklsHOzk535cqVPNPl1vCTJk0y+rl//fWXztbWtsBbx8v35K+5mD17trrtfFlqVFauXKnKaliLJKTmRmpPpBZFyPvymW+//fYdn9G6dWvd5MmTi/wuIiod+8KCGCKyDnv37lW1GiNGjEB6enrudMlXmTp1Kk6fPo3ExERkZWUhLS1N1W64uroa/axjx44hOzsbDRo0yDNdPtfb29vo3xw+fFjVVuT/G0PyfXXr1s197e/vj+joaJSF5KFIcqxhLZLo06ePKo/kpLz//vvYuHGjqsF5+umn7/gMFxeXEiUgE1HJMFAhsiLSy0dOymfOnMkzXZJQ9SddvYsXL+K+++7DuHHj8NFHH8HLywvbt29XyaYZGRkFBipJSUmqyebAgQN5mm6EPmE1P8PvLYj0sDEkv0Onk4qW0pNmHgky5Pc4OjrmafKSRFlp7po8ebIKWO65557c5WQoLi4O1atXL1M5iKhgzFEhsiJSoyG1BbNmzUJycnKh80qgIbUs06dPx1133aVqOyIjI/PMIyd3qT0xJD2KZJrUdkhgZPgoqDdOixYtcPnyZZw9exaVScZBEZITk5/UnkRERGDFihVYuXKlCtDyk9qlc+fOqd9MRBWDgQqRlZkzZ45qwpEE0p9++gmnTp1SNSySxCpNPPpaEAksMjMzVfdd6dIsSaxff/11ns+SMUukBkWaRmRsEamdkIBGmpBGjhypTvIXLlxQTUvShLRmzRqjZerevTu6deumxkFZv369+pt169apQdWKS2pFpAlJHvL8ypUr6nlYWFiBfyM1IW3atFE1RfmFhISgZ8+eGDNmjGoeGjp06B3z7N69W73XqVOnYpeTiEqolLktRGTGpFvvhAkTdCEhIToHBwddlSpVVBfiadOm6ZKTk3PnmzFjhs7f31/n4uKiugMvWrRIJbVKV2K9sWPHqgRbw+7JGRkZunfffVcXHBysPl8+Y8iQIbqjR48WWKbY2Fjd008/rT7L2dlZdYvWdxs2lrQribCGh7ALFy7c0V1aHt27dy90WcyZM0d31113GX1v6dKl6jOef/55o+9Ld+rnnnuu0M8norKxkX9KGtwQEVkKSaht2LChql0qSc2I1CDJ3+3fv1/VvhBRxWDTDxFZNUnkXbRokQo8SkKSjaUZjUEKUcVijQoRERGZLNaoEBERkclioEJEREQmi4EKERERmSwGKkRERGSyGKgQERGRyWKgQkRERCaLgQoRERGZLAYqREREZLIYqBARERFM1f8D88O9woLSgBoAAAAASUVORK5CYII=", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dond(sweep_3, dmm.v1, dmm.v2, show_progress=True, do_plot=True) # 1d" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 28. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8568eb5a474d46c3ba2dab0d048f2f37", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/400 [00:00,\n", " ),\n", " (,\n", " ))" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dond(sweep_3, sweep_4, dmm.v1, dmm.v2, show_progress=True, do_plot=True) # 2d" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `ArraySweep` can be used when you'd like to sweep a parameter with values of a more sophisticated array. Once you create the array, can be a numpy array or a sequence of values (list or tuple), then just pass it to `dond` wrapped in the `ArraySweep`, and that's it." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## dond with multiple measurements (multiple datasets)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If one wants to split measurement results into separate datasets, `dond` can do it with a small change in passing the arguments in this function. The user needs to group measurement parameters and their callables in sequences like lists or tuples, then `dond` will generate an independent measurement per group, and therefore, one dataset will be created for each group. It should be noted that all groups will share sweep setpoints, `Experiment` object, `measurement_name`, as well as `additional_setpoints`, if used." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below, we provide a simple example how to create multiple datasets from `dond`:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 29. Using 'qcodes.dataset.dond'\n", "Starting experimental run with id: 30. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b5371de22c034587adf2ed53c56b1dd5", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/400 [00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result = dond(sweep_1, sweep_2, [dmm.v1], [dmm.v2], do_plot=True, show_progress=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this case, the output of `dond` is a triplet of tuples, which the first element of the triplet (`result[0]`) is the generated datasets:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "dataset_v1 = result[0][0] # dataset for the first group\n", "dataset_v2 = result[0][1] # dataset for the second group" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sweep multiple parameters in parallel" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sometimes it may be required to measure a parameter while sweeping two or more parameters at the same time. `dond` supports this by using the special construct `TogetherSweep` to take a list of sweeps to be performed at the same time and passing that to `dond`. Note that this required you to use sweeps of the same length for all components in a `TogetherSweep`. In the example below we measure as a function of both channels of the DAC." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "sweep_1 = LinSweep(dac.ch1, -1, 1, 20, 0.01)\n", "sweep_2 = LinSweep(dac.ch2, -1, 1, 20, 0.01)\n", "together_sweep = TogetherSweep(sweep_1, sweep_2)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 31. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "6390130f12cd4f3492cdcd4d1d549770", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/20 [00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result = dond(together_sweep, dmm.v1, dmm.v2, do_plot=True, show_progress=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that by default this means that we will create one or more datasets where the dependent parameter depends on all the parameters in the `TogetherSweep` e.g. `Gate V2` depends on both `Gate ch1` and `Gate ch2` in the example above." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sometimes this may not be what you want but rather you are performing two or more measurements independently and want the datasets to reflect this.\n", "E.g. imagine that you are performing experiments on two different physical systems where you know that `dmm.v1` only depends on `dac.ch1` and `dmm.v2` only depends on `dac.ch2`. \n", "In these cases it is possible to use the argument `dataset_dependencies` to tell `do_nd` how the dependent parameters map to independent parameters as in the example below. Note that there is no way \n", "for QCoDeS to verify these dependencies are correct for your physical system and is is your responsibility to ensure that they are. \n" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 32. Using 'qcodes.dataset.dond'\n", "Starting experimental run with id: 33. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f62421d53083429bb0f4c4c183046210", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/20 [00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result = dond(\n", " together_sweep,\n", " dmm.v1,\n", " dmm.v2,\n", " do_plot=True,\n", " show_progress=True,\n", " dataset_dependencies={\n", " \"ds1\": (dac.ch1, dmm.v1),\n", " \"ds2\": (dac.ch2, dmm.v2),\n", " },\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Getting a value after setting it." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looking at the examples of using the measurement context manager above you can see that we typically store the value set on the instrument as the setpoint.\n", "For most instruments we know that once the instrument has been set to a given value that is the actual value applied. However for some instruments it may not be able to reach exactly the value specified \n", "and one may want to ask the instrument for the exact value acchived. With the measurement context manger this is relatively simple to implement as seen in the example below.\n" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 34. \n" ] } ], "source": [ "# Setting up Measurement\n", "meas = Measurement(name=\"1d_measurement of dmm from dac sweep\", exp=tutorial_exp)\n", "meas.register_parameter(dac.ch1)\n", "meas.register_parameter(dmm.v1, setpoints=(dac.ch1,))\n", "meas.register_parameter(dmm.v2, setpoints=(dac.ch1,))\n", "\n", "# Running Measurement\n", "with meas.run() as datasaver:\n", " for dac_sweep in np.linspace(0, 1, 10): # sweep points\n", " dac.ch1(dac_sweep)\n", " datasaver.add_result(\n", " (dac.ch1, dac.ch1()), (dmm.v1, dmm.v1()), (dmm.v2, dmm.v2())\n", " )\n", " time.sleep(0.01) # Can be removed if there is no intention to see a live plot\n", "\n", " dataset1 = datasaver.dataset" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To do the same using doNd we can make use of the get_after_set argument to the Sweep as shown here.\n", "To illustrate the difference we make use of the `console_level` and `filter_instrument` context managers to show log debug messages from the mock dac instrument.\n", "See this notebook [here](../logging/logging_example.ipynb) for more examples of logging and how it can be controlled." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "set_and_get_sweep = LinSweep(dac.ch1, -1, 1, 11, 0.01, get_after_set=True)\n", "set_only_sweep = LinSweep(dac.ch1, -1, 1, 11, 0.01, get_after_set=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see below when get_after_set is False (the default) we do not perform a get command on the dac.ch1 parameter." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 35. Using 'qcodes.dataset.dond'" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2025-03-24 10:22:11,066 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -1.0\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2025-03-24 10:22:11,077 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.8\n", "2025-03-24 10:22:11,089 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.6\n", "2025-03-24 10:22:11,100 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.3999999999999999\n", "2025-03-24 10:22:11,112 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.19999999999999996\n", "2025-03-24 10:22:11,124 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.0\n", "2025-03-24 10:22:11,135 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.20000000000000018\n", "2025-03-24 10:22:11,148 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.40000000000000013\n", "2025-03-24 10:22:11,161 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.6000000000000001\n", "2025-03-24 10:22:11,173 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.8\n", "2025-03-24 10:22:11,187 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 1.0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "with qcodes.logger.console_level(\"DEBUG\"):\n", " with qcodes.logger.filter_instrument(dac):\n", " dond(set_only_sweep, dmm.v1, dmm.v2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "But when we set get_after_set to True we perform a get after each set of the parameter and we store the output returned from get rather than the set value as the setpoint value in the dataset." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 36. Using 'qcodes.dataset.dond'\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2025-03-24 10:22:11,251 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -1.0\n", "2025-03-24 10:22:11,264 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as -1.0\n", "2025-03-24 10:22:11,264 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.8\n", "2025-03-24 10:22:11,277 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as -0.8\n", "2025-03-24 10:22:11,279 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.6\n", "2025-03-24 10:22:11,290 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as -0.6\n", "2025-03-24 10:22:11,290 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.3999999999999999\n", "2025-03-24 10:22:11,303 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as -0.3999999999999999\n", "2025-03-24 10:22:11,303 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.19999999999999996\n", "2025-03-24 10:22:11,316 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as -0.19999999999999996\n", "2025-03-24 10:22:11,316 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.0\n", "2025-03-24 10:22:11,328 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 0.0\n", "2025-03-24 10:22:11,328 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.20000000000000018\n", "2025-03-24 10:22:11,340 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 0.20000000000000018\n", "2025-03-24 10:22:11,341 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.40000000000000013\n", "2025-03-24 10:22:11,352 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 0.40000000000000013\n", "2025-03-24 10:22:11,352 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.6000000000000001\n", "2025-03-24 10:22:11,364 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 0.6000000000000001\n", "2025-03-24 10:22:11,364 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.8\n", "2025-03-24 10:22:11,376 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 0.8\n", "2025-03-24 10:22:11,376 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 205 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 1.0\n", "2025-03-24 10:22:11,389 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 194 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 1.0\n" ] } ], "source": [ "with qcodes.logger.console_level(\"DEBUG\"):\n", " with qcodes.logger.filter_instrument(dac):\n", " dond(set_and_get_sweep, dmm.v1, dmm.v2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Actions in dond" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All `doNd` functions except `do0d` support passing what we call them `action`s. These `action`s are `Callable`s, which can be used, for instance, if a user wants to perform some functions call before/ after setting a setpoint parameter. Here, we only demonstrate post_actions in `dond` because they are part of sweep classes rather than the `dond` function.\n", "\n", "Let's walk through an example. We first define simple functions that only print some messages:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "def action_1():\n", " print(\"dac channel 1 is set\")\n", " print(\"********************\")\n", "\n", "\n", "def action_2():\n", " print(\"dac channel 2 is set\")\n", " print(\"++++++++++++++++++++\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we pass these functions into two sweep instances (note that `action`s should always be placed in a sequence like a list, even if there is only one `Callable`):" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "sweep_5 = LinSweep(dac.ch1, 0, 1, 2, 0.01, [action_1])\n", "sweep_6 = LinSweep(dac.ch2, 0, 1, 2, 0.01, [action_2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We intentionally chose two setpoints for each sweep instance to not populate our notebook with too many prints. Every time the parameter of `sweep_5` and `sweep_6` are set to their setpoint values, `action_1` and `action_2` will be called, respectively. Let's run a `dond` with these sweeps (here, we are only interested in actions, so we do not show the progress bar and plots):" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 37. Using 'qcodes.dataset.dond'\n", "dac channel 1 is set\n", "********************\n", "dac channel 2 is set\n", "++++++++++++++++++++\n", "dac channel 2 is set\n", "++++++++++++++++++++\n", "dac channel 1 is set\n", "********************\n", "dac channel 2 is set\n", "++++++++++++++++++++\n", "dac channel 2 is set\n", "++++++++++++++++++++\n" ] }, { "data": { "text/plain": [ "(results #37@d:\\source\\repos\\Qcodes\\docs\\examples\\example_output\\tutorial_doNd.db\n", " --------------------------------------------------------------------------------\n", " dac_ch1 - numeric\n", " dac_ch2 - numeric\n", " dmm_v1 - numeric,\n", " (None,),\n", " (None,))" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dond(sweep_5, sweep_6, dmm.v1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If only inner actions between the outer loop and the inner loop are needed, then we only pass those actions into the outer-loop sweep object:" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "def action_wait():\n", " print(\"wait after setting dac channel 1\")\n", " print(\"++++++++++++++++++++++++++++++++\")" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "sweep_5 = LinSweep(dac.ch1, 0, 1, 2, 0.01, [action_1, action_wait])\n", "sweep_6 = LinSweep(dac.ch2, 0, 1, 2, 0.01)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 38. Using 'qcodes.dataset.dond'\n", "dac channel 1 is set\n", "********************\n", "wait after setting dac channel 1\n", "++++++++++++++++++++++++++++++++\n", "dac channel 1 is set\n", "********************\n", "wait after setting dac channel 1\n", "++++++++++++++++++++++++++++++++\n" ] }, { "data": { "text/plain": [ "(results #38@d:\\source\\repos\\Qcodes\\docs\\examples\\example_output\\tutorial_doNd.db\n", " --------------------------------------------------------------------------------\n", " dac_ch1 - numeric\n", " dac_ch2 - numeric\n", " dmm_v1 - numeric,\n", " (None,),\n", " (None,))" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dond(sweep_5, sweep_6, dmm.v1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These actions can be extremely useful in actual measurements that utilize `dond`. For example, If a user wants to run syncing the oscillator of two MFLI lockins after setting a frequency setpoint or starting an arbitrary waveform generator (AWG) upon sweeping a parameter, these functions can be triggered on instruments using the mentioned actions. " ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.7" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }