{ "cells": [ { "cell_type": "markdown", "id": "9e8d6f1d", "metadata": {}, "source": [ "# Example dot tuning" ] }, { "cell_type": "code", "execution_count": 1, "id": "dd39b936", "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 : /Users/jana/.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 : /Users/jana/.qcodes/logs/210816-21779-qcodes.log\n" ] } ], "source": [ "from qcodes import Station\n", "import nanotune as nt\n", "from nanotune.tuningstages.settings import DataSettings, SetpointSettings, Classifiers\n", "from nanotune.tests.functional_tests.sim_tuner import SimDotTuner\n", "from nanotune.drivers.mock_dac import MockDAC, MockDACChannel\n", "from nanotune.tests.mock_classifier import MockClassifer\n", "from sim.qcodes_mocks import MockDoubleQuantumDotInstrument\n", "from load_sim_scenarios import sim_scenario_dottuning\n", "from load_sim_device import load_sim_device" ] }, { "cell_type": "markdown", "id": "3f00635b", "metadata": {}, "source": [ "# Load instruments and simulator to play back data\n", "We use a MockDAC and a simulator to replace a real setup.\n", "The simulator takes previously measured data and plays it back. It needs to be initialized and added to the station." ] }, { "cell_type": "code", "execution_count": 2, "id": "3485857e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'qd_mock_instrument'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "station = Station()\n", "dac = MockDAC('dac', MockDACChannel)\n", "station.add_component(dac)\n", "\n", "qd_mock_instrument = MockDoubleQuantumDotInstrument('qd_mock_instrument')\n", "station.add_component(qd_mock_instrument, name=\"qd_mock_instrument\")" ] }, { "cell_type": "markdown", "id": "da110acb", "metadata": {}, "source": [ "Now we load the device and overwrite the channel's voltage parameters with the simulator's pin voltages.\n", "Then the simulation scenario is loaded, i.e. we tell the simulator which data to play back and update the device's normalization constants. In a real measurement, the normalization constants need to be measured. Unfortunately this is currently not supported by the simulator." ] }, { "cell_type": "code", "execution_count": 3, "id": "036af8c2", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-08-16 15:32:12,251 ¦ nanotune.device.device ¦ WARNING ¦ device ¦ _check_and_update_new_voltage_range ¦ 596 ¦ Current voltage not within new valid range.\n", "2021-08-16 15:32:12,252 ¦ nanotune.device.device ¦ WARNING ¦ device ¦ _check_and_update_new_voltage_range ¦ 596 ¦ Current voltage not within new valid range.\n" ] }, { "data": { "text/plain": [ "NormalizationConstants(transport=(0, 1.93e-09), sensing=(0, 1), rf=(0, 1))" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "device = load_sim_device(station, \"./chip.yaml\")\n", "sim_sceanrio = sim_scenario_dottuning(station)\n", "device.normalization_constants" ] }, { "cell_type": "markdown", "id": "f63bd51b", "metadata": {}, "source": [ "# Initialize tuner\n", "We use the SimDotTuner here, which is a subclass of the DotTuner with the only difference that before each measurement, the data simulated is advanced to replay the next dataset." ] }, { "cell_type": "code", "execution_count": 4, "id": "5d8fe579", "metadata": {}, "outputs": [], "source": [ "settings = {\n", " \"name\": \"test_tuner\",\n", " \"data_settings\": DataSettings(\n", " db_name=\"dot_tuning_example.db\",\n", " db_folder='.',\n", " segment_db_name=\"dot_segments_temp.db\",\n", " segment_db_folder='.',\n", " ),\n", " \"classifiers\": Classifiers(\n", " pinchoff=MockClassifer(category=\"pinchoff\"),\n", " singledot=MockClassifer(category=\"singledot\"),\n", " doubledot=MockClassifer(category=\"doubledot\"),\n", " dotregime=MockClassifer(category=\"dotregime\")),\n", " \"setpoint_settings\": SetpointSettings(\n", " voltage_precision=0.001,\n", " ranges_to_sweep=[(-1, 0)],\n", " safety_voltage_ranges=[(-2, 0)],\n", " ),\n", "}" ] }, { "cell_type": "code", "execution_count": 5, "id": "9c28689d", "metadata": {}, "outputs": [], "source": [ "dottuner = SimDotTuner(\n", " **settings, \n", " sim_scenario=sim_sceanrio,\n", ")" ] }, { "cell_type": "code", "execution_count": 6, "id": "ce5b05cc", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 30. \n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "gatecharacterization1d: Good result measured. Regime: pinchoff. Termination reasons: max_n_iterations reached. \n", "Starting experimental run with id: 31. \n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "gatecharacterization1d: Good result measured. Regime: pinchoff. Termination reasons: max_n_iterations reached. \n", "Starting experimental run with id: 32. \n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "gatecharacterization1d: Good result measured. Regime: pinchoff. Termination reasons: max_n_iterations reached. \n", "Starting experimental run with id: 33. \n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2021-08-16 15:32:22,132 ¦ nanotune.data.dataset ¦ WARNING ¦ dataset ¦ _normalize_data ¦ 277 ¦ ('Dataset 33: ', 'Wrong normalization constant')\n", "2021-08-16 15:32:22,196 ¦ nanotune.data.dataset ¦ WARNING ¦ dataset ¦ _normalize_data ¦ 277 ¦ ('Dataset 33: ', 'Wrong normalization constant')\n", "2021-08-16 15:32:22,269 ¦ nanotune.data.dataset ¦ WARNING ¦ dataset ¦ _normalize_data ¦ 277 ¦ ('Dataset 33: ', 'Wrong normalization constant')\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "2021-08-16 15:32:24,158 ¦ nanotune.device.device ¦ WARNING ¦ device ¦ _check_and_update_new_voltage_range ¦ 596 ¦ Current voltage not within new valid range.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "gatecharacterization1d: Good result measured. Regime: pinchoff. Termination reasons: max_n_iterations reached. \n", "Starting experimental run with id: 34. \n" ] }, { "data": { "image/png": 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EZol4zr1uLZoTxFboMgfuxQ2fTj4srmVDxb5vv6tfmN5HC9B0VNQCVxQlLiFjCMTMgfs8Ks3WxMKbBQ4gEqvAs2cO/L+bahjZxVf/eWlbTbpFUtKIWuCKosTFtsAzN29aUvAykUn30xRBH4zvtu+x3S327UrpUKgCVxQlLq4LiNSnXaVfedQtZuJGRcjw2Iaq+vaIgS4uIfVNKfAPi2tZtzdcv5/nE07sH2y2zKnGGNPIq6B0DFSBK4oSF7f64z6Pkd/NIRKJUF1d3eCYqa6kstKe9bMsi5ycHETiR8RvrAwTMnBiv31zxD1yGs8a+sS+z3g8u7mG7w/ap7Dv/bKKGf1yMkJp+kXsTIH0i6KkAVXgiqIkJFZRtWYU+tatW3n99dcpLi6mU6dODa7dM2R44lN7PxwOU1lZSahgAJXHT4e8zo3GChkozLHol5d4sdGm5sD9Fozquu9RWZhjEc6Q/PiAlfnV8pTWQxW4oiie8In3FcCSYceOHfz3v//llFNOoW/fvk32j0QiLPv0U1759z8575yZ+HwNFXWyis1rUJ5foNZkxsMzIHa9+k4ZMJ2htD363qYoiidaK+hr8eLFHHvssUkpb7Dd6AdOnMh+Awewdu3aRu0hY5Kykr3ej9+CUIaE4edYojnsHRhV4IqieGJfEFtq2bhxI0OHDvV83pjRo10VuFsEvRtNzYHHUjfvnAn4LbvYjtIxaVMvkIgcC3wb2A4YY8zcmPaZwAVAlXPoPmPMw20po6IoifFavtTT2JZ3m6JTp05UVVU1Op5sHXevwWh+sV8OMoGACLWqvzssbabARaQT8GdgvDGmWkT+LSLTjTELY7qeaYwpaiu5FEXxRmu50N0U6ZFHHsmhhx7Krl27ePLJJzn//PMB2LlzJw8++GDc88B2c/tbYSW1gOXNYm9NAhbUZMjLhNL2tKUFfjiw3hhTlxvyNjADiFXgvxCRrUAn4C5jzO42lFFRlCZoy0ps5557Lueccw7Lly/ntdde49ZbbwXggQceaPLcWgN5KdDfsbo6XS50t3S5gCVx5+PLQ4ZrV5STH5VjNriTjx8Mzm01GZW2pS3nwHsDZVH7e5xj0bwO3GSMuRVYAvzLbSARmSUiS0Rkyc6dO1tFWEVR3LHTyNpGg51zzjmejkdjr2Weaonq5p1TP25ThI2d8hZNwImId2NvyDCii4/fju1c/1m7N6xrn7cj2tIC3w50jdrPd47VY4z5Mmr3VeBpEfEZY8Ix/RYACwAWLFigf42K0oY0x4W+szrCKzF1u4/qFaB/EznaLcGeA2+5CR47hN9j0FuqcCvYEkgQxBZ2KcIzqquPtXvDDfLaleylLS3wd4HBIlJX0mgq8JyIFIhIPoCI3CgidX9ZI4GiWOWtKEp6ac5qZE9vrmZwZx+TCgJMKghQkGPx3q5Qq8hXR2sVOLHd1qkftylqIwZ/zP0ELIk7Bx52eYHpl2uxrUonzdsLbfYaZoypEJELgTtFZAewzBizUERuBnYD84CtwP+JyJfA/sAP2ko+RelIFBcXs2zZMjZs2EBNTfwVrYIRP2/tGsb+++9Pt27dgObNgW+oiHDOEH99wFnEGJaWtLYCN0mlkSXCbZnRdK0fXmvsqPNoAglksV3uDY/1zrVYuSdzbKLFu2v551fVFAZtQavDcHAPP6cOyJxa85lMm/pRjDEvAy/HHLs8avuPbSmPonRENm3axLPPPsvhhx/OIYccQjAY/2FZVVXFmjVrePTRRznttNPo06dPs1zoPmkYLe4XSXoeubKykgULFlBaWsr999/Pueeem9R5yaaRNTVGrNK008jaXoO7eRRsC9xdlpCbAg9avF5d20oSemd3jeGsQUEmFQQAO1Dvms8qVIEniU6EKEoH48UXX+R73/se3bt3b7JvIBDgoIMOYuDAgTz//PP8+Mc/blYhl9h5ZDsVK7lz8/LyuPPOO7nzzjs9XTMVCrwmjtJMiwXu4lEIWFAex5HhlkbXI0fYnUF5Z7aM+75gESHYemER7Q6txKYoHYjS0lKCwWBSyjuaXr16EYlEqKio8LwamVv6k1sgWLxVxZoiEom4FoBJhQu9NmLIsRpb4OlQ4G4vJHW10N1wc6G3xUpyXqiJQOwCcULbZTlkO6rAFaUDsWfPHgoKCpp1bo8ePSgrK/O8Gll1BHJjlaBLIFggEKCystKzXDt37qyfn4+mtSxwf4Lc69bELS0ukTcgU1ZMS0StMY0i63N9QlXmTNNnNKrAFaUDEc9aXbx4MdOmTeOII47gvffecz1XRDDGYHlcjawibMjzNW3Fjho1iqVLl3oY2b6fJR99zJgxYxq1pSIPPJMscNcgNo9pZGAryMrWWg/WI2716vMySL5MR+fAFUVhypQpTJs2jb1793LYYYcl7Ov3GMRWETJ08rspwYaDTJkyhX/+85+Ul5czfvx48vPz49ZGD4fDbNu2jXfeX0xur/6uK5iFTHKLmSSi1iX3Om0K3G0+PkEt9JBL4ReAIZ0s1peHGZOf/se/20tWnk+oUgWeFOn/H1QUJavwGsRWGTbE1mtxy6XOycnhrLPOYtWqVbz77ruUl5fXt9VGDCV7y8kVQ9euXbEsix49epA3djL7DRrket3aSCpc6I0VjN8SaiNtHwgWL4gtUR64mwU+uSDA34qq8Ft2VeuKkGFqzwDf6tf2kd9uXoU8n+21UZpGFbiiKJ6wRDylUVWEoVMSLnQAv9/PhAkTmDBhQoPjGyrCPPPBcgq2rOTMM8+sP/7KthoMcRYzSXI98ETURsgYF7prEFuC+fh4MQBDOvu4Znzn+v3dNREe/aq6ccc2oNYliM12oadFnKxD58AVRfGE1zzwSpc5cK9rcNdGIDe/B7t3N1zbyGqiqIzXpUJjcbPAAxaZE8QmiSzw5FZj6x4QStK0PmqtS6pbJ50DTxpV4IqiuPLpp5+ycGHsYoHeK7FVhE0jC9yrYg0ZQ6du3SkuLm6QbmbhLaDOK7URt0IuacoDdymN6ksQUBiKuLvQY7FSUC++udREGscY5OoceNKoC11RFJYsWcIbb7xBTU0N1113HQBffvklRx55ZKO+XlcjqwgZCjq1zFaojUBOTpBgMEhZWRn5+fmAXSCmufnjyRAyNKo/bldiS834i3fX8szmGnKdGIHykGHmkFzXxUbc0sJsD0TyeeBtQXFNpIFXoLNf6BJnLqPWuAWxwbZ4kXlKA1SBK4rCpEmTePXVV5Pq2zwXejMFc7AjyqGgoIDi4mJKS0spKCjAItCqFrihsZvSb6VuNbIvy8P8aHCQkY7CfndXLV9VRBjVtXFfN4VsiRBPEjuNrG01eG3EcMWycqYU7FMta8vD3Lh/l7jnxHoAOjVjDnz+FxUN3O5hAxeNyKNH7AR7O0MVuKJ0IOpyuVuC19XI3ILYvLJqybtU+4IUFBSwa9cu3nrrLb7zne8ggZ6YVpyPDjt579EEUuhCj82DzvMJu6rdv11blpipCOK/TLmtH54IY0yLYwa2VEWY2jPAj4fk1h/7w4pyT2M3Jw+8Mmz47dh9gXnLS0O8tLWGMwflJjgr+2nfryeKojQgLy+vQXqWF/bu3UteXp7nOXC3IDav9Bwykg2LFxEMBtmwYQMAffv2bfU58IhpbCH6rdS50GMD03ItiLfaZ8RFIfsE4r2PealE5xfxvECNG5sqIwzIa6hWegYtdtYkP3gqCs3kB+Ivs9qeUAtcUToQPXv2ZOfOnYRCIfz+5H/+1dXV7N27l/z8fHxlYW+FXFyC2LwS7F7IkElfY/VnS7Asi/HjxyMiTUaht5SIi9varQhNNHtDpsG8dK5PGqWi1VETk6aWyPp0c6EnssC9KPAcyy55Gzvf75VNlREm5DecLxna2ceX5WF6BZMbPM9HixV4ToJV2toTaoErSgdCRJgyZQr/+te/KCsrS+qc0tJSHn/8caZOnVqvNL0Wcslt6Rx4xDDogEnk5eWxa9cuxo8fD9gKrDUf0xHnGtG4FaGpoyJkuPjjMh4sqqr/3Pp5RdzxYyu9eVXgPol///FKqbqRY3nL7Y/Hpsow/WMs8Hy/sNfDnIPXOXC3IL6gBRU14VYNcMwE1AJXlHbIntoIDxRVUR7z4Dypf5CDDz6YYDDIk08+SVVVFYFAoEGfiooK8vLyCBmoqa2le5fOTJkyhdGjRwPNW9GqpalKtcZWbqeddhpPPPEEffr0ccZtXQs8ntKMp48qw4bJBQEuHJ5Xf+z6lfGnLGpiaq0nsj7d5uMlwcuUlznwRBXdvLA3ZOgaY/YHfbAnzpKn7rKIpyDBqnDDxXK2fLWJ+x54mqLtJVyeY5ET8DFxZH+mHj2F/iOHt3ieP5NQBa4oWc4TG6v5vKzhE7IyDBcMy20wH7mhMsJr22vZv5uf8ePHM378eIwxhEINz/3b3/7G0UcfzY78/pRFfBzft2GJTa+rkaWCuoIfPXv05IILLqg/XlZWyZdbS6Hvfq1yXeMSOGYRP3WrOmJI0lMMNK5ElpdgJS63OXCLRBZ48mlkqXQ5xyrIoCVUhVtvQroqYsj1CWs/+piHHnsFE4nw/W9P4+nuE7hibGfKi3ez+NW3+fvfn2VnWRX9u+XyqzmzW02etkQVuKJkOZ+XhRpE4MbDzU0qIo0s8MLCQsrKyoh0DxBwUQ9eVyNLBSGXmtkAT//vQ3btrebM8b3o3qX5EccmTm3zsGk8z5ioeEp1xFZYyRKKcXP7E1ifIbc58ATWZChikp7TzkmRBe5G0Iq/Znkidu8qYeX7S/jii/V8uaWE6tpQ/XSGYOgagIJOfnJMiM92hNjTsxuzZp3BgOFDMcbw5Cp76qJzjwKOOf0kjjndPremtv3UaVUFrigdhGQf0j169KC4uBjfwMaLZ4D31chSQa1LgNXLr7zP4OX/41DK+M/LXTnntKnNGnt7cTnvP/EiN35QwBU/+jpW1D1HaOz+T6Q0q8OGoMeAvWRdum4BdYnw4kJPhQUeb745xxLiZMa5jvGPvz3FmsWruKeLMGJIXyYeMJLv/HA8XQoL6/tFIoaSkj3s2L6LFTsqOaTXAM4b072+PdF3mhNoYUBGBqEKXFE6CDmWUJvE3GJBQQGrV6+mWwSCLk8Ir0FsqSBkTINgr9LdxTzz1CvMvPIythSX8f59jxE+5XB8cZYfjUdFeSXX/eEvnN61jC6rqrj7nu1c9Ivv17e7Kc2tu/ey/M2P2dL7QPoVNqy4UhWxU8Fag7AxnqKO3Sq3xSMVFnhZyLhWXAv6hOok3vi2rd/ALXc8ymHDejDywgu4av8ecftallBQ0I2Cgm6E+oX4vKz9WNVe0Ch0RekgJFr4Ipo6CzxkQEKNV6mymhHE1lJsC3yfcrj95vv52Q+OJ9A1n1BBXw7tl8OrL7zpacxwOMKcOfdw/rcmsunMSzn9xhvw7dzMvx94rL6PnQe+75y1n6/j+j/8meNWPMGN1y9g3ZqvGoxZFbbnY1uDsCGpxUnqcHO5xyMVFvji3SHGu6wxHrSgrLImYUT4Sw8/xg3z/8EvL/w2Z1x0Psafk/R17TnwZomc9agFrigdhIBFk6lCb775JhMnTmT37t3k79zOqtef4dCfX9igj9dCLqkgFJVu9ebTL9KjS5Axh01meWkIA5z20x/z2zl/4bgZRyc95vzr7ubYAwex/7HTedqJFL/g979izm9uY+ALL3PoN4+zXehO/0/f+5B7//4S117xA+7ZW8icvO3MufXv/PTs4xh/+GTAexCbF9zm4xP395JGZkf6e+G3n+6lU5TFnWsJs0flNeiz/OPP+PtjL1O6t4IrcnyICMP7dWfyIeMYN3EsXVZ9yty/vkWfgf2ZP/9yfD7vX15VmPpCQWVlZWzYsIFx48Z5HicbUQWuKB2ERHWz61i/fn19ZPqOLz6lz+Bhjfp4rYUej0g4ebdnyIlCrygu5rGXP+b2Wy8B9qWR5XbvQd/8IF989AmjDp7Y5HiP3PUAhV1zOf7s79jj4NQ9tyyuvvaXXH7F7fTuXUi49zgsgXeeeZEnFy7lxht+Qaf8fFhZTsGQocy74SJ++/t7OHvXTiad+E2qw9A9Z59Sq6oJ8dWKtbwT7sERE1oWKR+BRmlkiQi5rF4WjxwrOTd3NJ384ho8aYzh3Rdf5cn/LWFAFx+zzz2FByMDuHJMJ0I11ax4/0MWf7CCx19awvpILr89/2zGjx3q6drRVIVN/YvE448/zrZt2xg7dmyzx8smVIErShbjdV60KU466SQWLFhAly5dKFm3kkNOOaNRn0SrkVWHDU9uqq5X8Ab36PFXXn6XFc8v4ZLOAc454ygmHJjYYgoZ8GG488b/49yzvoE/4CNSWYa/tIS8XWWEQjV8b/oI/vbIU1zh346prWbchjKqdgGhakxtNSZUA6EaPli5laLtAX55RGfKn7wegKNLQlSs8NUHP10+OcxND/6Xcwtu5fPKPD4ID+B3RwQwr/yJcuDo4lrKVwbAGH5/hOHmhe9RsfRZBg7uTRe/xYqSSp5eayipsTjat5n338xn28BCjh/W0NdbP04dxnB0SajhMYdDSkP4uvgojzGrG43hcHhJiPCnfsqT0OEDqiLUGijPS+6vKWLgmNIQ5Sv3qZCyihreW72HN3d3Zmx+LVdM6USnoB+WP87XimspX2HLOBwYPgQYAh+XlDJk5SOUr2w4vv0dJKee+ldE6OyDjRV7GPvVesYa2PHwbzk6FHQdw8rvRd6xs5IaO9NRBa4oWUxlmAZuzJbSrVs3jj/+eJ599lmMP0iffv0b9SkuLWf18iLCw8c3ChpbvidEyMCRPfcplJ5RPuWaqmpum7eAruFKJp0yg5mFNSx45FmeevRpLvjeYXTrnENk725MeQmR8mJM5R4ADi6pZfWX67ECQxi95QUq/vsSEuxEnuTRI5xHONSdvj3yqIhY7K2KkN97IDsqIwRGdgN/EAkEwZ/DJ29/yDNbl3DjTb8mENj3+HtrVQWTRuXVF1XpDMz+ejFX/vVlxo3uwZxzjm0Qnf76ynK+5lifnYE/nB5h7s0PwwdfUkKAQT178P1zpjN4/FiuX1nOFfuFueH3d1IwZgpHn3ic6ziJjgG8u7qCMUNy6RxVPH3r7r3c+diH/OmYQ+jTo+GKX6+vqmDyqLwm583XrlrDnx76HzVle+gSELp3zWPssH7sv/8ohk4Yhy+n8cvB1qoIn31ZQmDDJ7z57jI2F1fSOdiFww87ghtPnE5OoKFqiXdP8Y6/vaqCw5KQHeCzjdWMDFTzyt//Sv8xBwNQnJ/P0mHTXMduT6gCV5QMY1d1hJe31TQ4NqkgwIgujSN19oYMnVMcNHXAAQfw1ltvUZ7XvVEaWXlFNfPveIQBZUX86u3e/OKcGYwaP6q+/fOyMIcXBhjSeZ+sxhgie4tZ++4b/Om/SzlzDEzs72fp2sfJ3RXg4knwZVkONzz0Jod1Leek049nz9BxbKYTO4o2s+HjT/hs5TrC/aZx05Vnk5uz77G1qSzE+pIQh+1n54CfdGIn/vPKEs676gR2VJbj67PvAf7eS6/xxAuLue6GXzZQ3uA+rz+0Xw9O/PHJHNkz0EB5u+H3Wcy94kfc+eFWfjy6JyPyGyo9f5d8rpp3Ob+9Yj75nXI46OvJz9XXEVvIZcP6zdx852N8o3Ydt/xpHfN++2P8UXPITc2Bl+7cxd13PEyopprvnXosWweN59QBQbavW8fyD5fz/ItvsfkfL4GJRK1iZw9YFTZUY+EfWsgp3z6e4ft7d1knCmrLdSrSdU1CgVeFDSuWvM6ECRPYsWMH48eP55VXXsEMabyWfXtDFbiiNIOaiKEiqp6mJZAfSI0z+82dtXTPsRoo7P9bW8mtB3RulN9aETIptcDBzqG98MILue/LqgYKPBQOM+f3d/Hjr41g0dgfMjd3O7fd+RjD+uQz81c/QXw+dm9Zz4DiDVTuLCJSug0iEUwkzAvLy1lS1pXfnfd1CoePQboUsOjzKqY6FtIE4DZj+O/zb3PV3z9gT+X75PoteuR3oufIYRz2829yxrjeWDEWv61Y9u0ffszhPPbUG4SrKhv0e/3pl3hh0cfceNOvCAQbVpazx3EPzPOSe21ZQpfC7nTJcQ+J9ufkMPeGX3LFb+6ka24OI444vEF7OBLhmadeZeW7XzCndzcuOu8kCgvy97VHyfLV6nXc9Md/MueXZ7AgNIBvvPo3/jT/AX512Xkx99VY+FA4zGMLHuWDlRs4//vHMv7wyawuC/FVSQgRoc/w4fQZPpzpCe514bYaOvmFwwsbW+fJkmiOfkxXP/O/qKzP/a+JwFE9A0zv0zg6vSpsmDppCiP7FvLnP/+ZgQMHMnbsWJbWVAH5jfq3J1SBK0ozuPXzigYKuzJs6JkjnDM0L8FZybGpMsL3BwUpiKqxuV+eRXkYusT8YlOx0hfY1tDf1lezKWoViS/LI3xv0L4+t1xzJ9+cMpyJJ5/Mayv30DVQze++P5aXXl3CFb++hgvHVDG85yj8Eyewu/dBfLRlHUs/K2J7RZhDJx/MvLNPaqRQoteJFhFOnfE1Tp3xNa5bUc7V45p2f8YuJyoiHHro/iz8y71w/LkAvPTP//LWh6u47qZL8AfcFU686moRYxotZpIIuxJb7NhSH4SXm5fHtXN/xlW/u4ff+IGuB1BbWcFTf/8PbyzbwNeHd+WQ4w/nW5VFXHfNXRx94BBOOff7iLPcp0+gaPkKbvnzU1z7mx9TOGAArCzn2J//jGXX3M6iJ59j2rdnxJXvyzVFzL/zMU44cBDz77ii/oXIrtKX/H3urokwIK9l6sNeC9297YS+OZzQd5+yNsZw7YoKdwUegX69e+HzCaWlpXTr1o0TTzyRTxLUoG8vqAJXlGYQNvCLEQ2V9dzPyhsopOZSXBOhR6DhGAU5FrtrInTxN7Tu9oYMnVNgga8tjxA2xj2quGovD952D/vlVXFoYAXVTy7j8D0QGj0K/4AxnHTx1zm0tJpb736C4hW7eO39t8nvFOSA0fsx88Kz6DdogOs169agjhXf/g6Tk9ttMZPTzjieOb+/i3GvPcLjT5WwujLI3HmXYvniJwsLNHAR1+GlnjjY1mBsKdW6/Ps6a7Jbt65c/dvzmXf7I3Qvf45L/N04/pBh3DH/UnwBP9evLGf02IO57cQIj/71n1zxy+u5+IfHEe4ygdX/e5H/e34Z118zi+69eja4zsW/u4hLLrmN0eOG02/MmEay/e/fz/PS6x8z59dnUzhkSIM2eznR5KPQS2oNPXJa5nGKXcglESIStyxsXe59eXk5OTk55OQkn0Oe7agCV5Rm4PbYGdjJYkNlhEGdWl5VIvYloCBH2F1jGNSpYb+KcPJz4JXVtWz6vIjNvQbRv2fDCmIVIUPvHCGyZwfhzZ8T2vw5kd2bAXhz9V52lnfhV784E1/voeDz8/qqigYBQn1yu3DLtT/luhV7uXpcw2CqePidVb1iH0K7a0wD70NTxKqdvGCAfpMP5601RUzsN5CrfvyNJl+qLOdlIha3UqqJqI4YgjH//TlOLfBOUX81/foU8LvfnMsf3tvCHccNc51jtyyLs396Fl/fsoPb7voXgT3Ps6Bbf2644WK6dmns6fH7/fzm8pncdONfufnGiwFbkFBNDX+88f8IiOHmWy93DUoLeLTAS2oN3QIte3GMzu1PFrcX5Lrc+50lJXTr1q1FMmUbcRW4iNzfxLmfGWNuS7E8ipLxlNREyHd58kwtDPDGjlp+MDj1ZaHqLPBYKkKGgk7xlV0kYvhg8TKee/5tqktLGCTl3P9mHmXkcOKk/kwe2Y3ItrXkl5Qy2kB1r174+o8mZ+IJSLe+LP7bAyzaU8H1112UVJENL96HePnkW6oi9E2yHqkl4BYL9ZMZB/O7t/vwi2OTyy+Ot6qX8WiBu60YZpewbdy3Z7dO9B7Ut5HyFmzXfd2LQ79+vbjlugu59LWvuOGI/nTKjT/v3HdAH04+7VjuvuZW/GfOYuuna7hpwXOcPP0gjjn1m3HP87rgSE2k5RXnaiMmrgvdjS7OuuJdY357xth/d6WlpXTv3r3+uMW++gHtlUQWeAR4OEH7N1Isi6JkBZsqIwzMa6ykR3f18X9rK9lcuU/RdvYLFwzPTXpRiXgu8YIcYfmexgrcjkJvPE7R2q/4zxP/46tNOzigR5gLDxtEj06dWLJuPQflG8prq3l+zTqefFc4uF9nBn7tG0Q6daOybCfr3l9PUdFHbCurxuo7mDlzz2lWhaym8NXXVG94v1VhU19ZqykE97nrLnk59BzQO2lZrDgvE2Hj7m2JK49L5xwLT0VS/CKEDETVg0FEKOjXM6HyruOY6YexbGMpxf98kBuDPbjssnMYOKhfwnMClrTaamTxqIngulhOPOyXWHsVMjdKYizwuhen9uxmTnRvTxhjXo/XKCKNQzkVJUspronw+o7aBscO6OZnmEvq1rbqCH1cLEQR4baJXRoolDd21PLytlq+0Te5ebmNFeEGa3jXUZBjsau6ttHxirChc7ic8NYdlGxYx4sLP2Tp5kr6+is4YQgMPaYQX+FgrJ6D8fUazBu9uvO18d3oDMzEttDfWPgOT7z0CXmRasb07szQIf05ffrRDBjc3/PiIF7wOYoqlpqYNbITkSrbyhJ3CzyCNwvcjUAcCzwefgtCHr4DN37xw+OY3Wsotx43jGCgaRUW9DgHngpqPbrQ7WmkCINj3ljrXppKSkro2XNfXEDdIirJvgxmI3H/Z40xLyY60RjzP68XE5FjgW8D2+0hzNyY9lzgVmATMBKYZ4z5wut1lOwlYgwL1lWxK8ocCBs4ojDAsS4RqGBbbNHuP0vEdVWkRNyztpIT+uQ0cAv+ZV0lc8d3buQq3F4VYVKBuxkgxrBn+w5Kdu6mZFcxtbv38MaWSrqO7sWI0UPoNaB/o1SoaOqsexMOYSpKKdu5jc+Xr2LV2s0UbSllQbCabv4auuUYuuVEGFhTwychH2/t6Ixl+Zh+4H5898JTCHTr6Tq+2dkwMteyhGnHTWXP+EkM7exj/25tZ6/Ec6F7C25KnE+cLBbx0siMp/KlbsRzT8eLcLdjAxp7Jrzgsyz6Dh2QlPIGb1MfqcJ2oXu3wONRWlrKiBEj6vebU98920g0Bz7LGLMgQft5xpj7kr2QiHQC/gyMN8ZUi8i/RWS6MWZhVLfZwFfGmJtFZH/gPqBNsvG3VkVYXRZqi0spMRhjMOEIJhzivR3VTOoGZ/W2MJEIoVCYSDjE7csrGFuRg1+EQDBITjCHnGAOtb4Av11Z3cBSrgpDvs9w3pAgJhwmFA5DJFJ3MepsrboH/4byED1qQowM+6jcU0FlRSWV5RWM2ryHp9ZUMyg3Qp7fR26O/SndGaamSy2vbdjKV1t3s2FXBXudJ4VgyM+B/KBF16CQHxQGV9aw4d0Ib/8vQkmNLYNfIvTzV4LfR8RABDufuTwUwWeEZyNBDBa5lmFoV2HkgB5UjBvO1P492F0eonRPOesqanivvJYjR/XlN7OPokuX5ledqgqbVlsGMx5+K54Ch05JvkfEc6F7xc4Dd1Oy3oLY3N4l4rmn3ebLYZ8LPVOpiXhLrYtHojQyN3oEhE2Vjb/Iuu/czYXutb57tpHoZ/I9EemboL0/toJNlsOB9caYuvUJ3wZmANEKfAZwFYAx5lMRmSgi+caYPdEDicgsYBbA9ddf70GE+IS+WEz3Jc8Tidh/EBFj7ApSxn72G2x3ozEQwRCJiPOvU2kKMBH7vIih/lN3XsTRG5H68522un5R50SI3hcMhogRZ9/UP+zr+yAx58m+bfZtZzIW9kPBb8G7Au+JXftaxHZvdooYHpZ9D7eQEWqNUBmGXGBbzBNlZwR+i8EvtlKte07W/Z/UIdj7eT7hbjEELUOuL0LQAp8FpcbwVTBAdcSiKiJURyy2VkFFro/9uvsZ2yuPEw7oR/f8Tog/YJft9OdAIIj47fKdD2yMcMbIbog/p76kZ60EeWftDl5Zs40RXQOI2FbQuIKuHLBfL3oV5jeyil5dWc74mDSvopXlfDcF5SKrwrTaMpjxqMuPjsW2wJMNYpOU/G37RFxfBLyuAOaGP46nId5yn3Uu9Fgy5Tf8we4QB/fwVsDFH5ULX0etSd7TAvGnkcB+BpeUlDQIYkvFGueZTiIF/lAT577r8Vq9gbKo/T3OsWT6NFDgjmdgAcCCBQtS8me9aWsVL63uhiWCZYGF868IliX2v3XbVsNjPstCLMHntxDLdl9ZlmWfb1n4fD78ljjHLHw+C7EsfJYPy2efb/l9WGLh8/vsfj4Ly/Lhr9v3+7B8ltPXj8/nw/L58PmcfctC/H78Pj+W376m5ffh8/nx+f12DqxlpcVVlgp2Vkd4oKiKS0fvy6OKGMPVy8u5fkLjCmUA6/aGqYnY5SQtEXwChTlC1yRf+40xXPNZBT+d0LnRsV9NSF5pbq8qx9+vYf8gEOkTYEb/ARzRs/nVrLxStxBJrOVX5TGqOBXKJJ5i8zo3mooHgB357T62Fxe6289rX7BeQ+JVefPVu9Azg9s+r6Aq5suZPbJTnN7u2HnmNMjlro00rgGQiB45QomLT1wEKisr8fl85ObmRl2z5WucZzqJ5sD/luJrbQeik0/znWNe+7QKhx4/jUOPn9YWl1KaQc+gRa+gxfVR1ZWqwnBK/2DclxK3ADQviAj98ixu/6Ki/kG7N2Q4oLu3eeI692ysK3ZDZYTpvdtOecO+iluxNU3S4UL3OXngsdgWeHJjxEv/ao4sbs/6sPGmwN3Hds8xD8eZX4/nQk/Xu3dF2PC7JKriJSJoCdURQ+co57vXNLKAJXFfbGKtb/ua9ktDe6YtI+zfBQaLSNBxo08F7hGRAiDkuMmfw3a1v+nMgX8S6z5XOi4zh+Q23SnFzBqWS3nM07SrxwC57gGLklpDQU7D87ZUhumXm3wyR92cXjDKbPM6xRew3HN4vbrQ3ZSJ12AyfxzL1I5C9xLE5umy7uMQv5RqS99rEqWoudUC94u7Cz0dhCItD+IDd3e2HevgbfB4/9ex89/2NTuwBZ5qjDEVInIhcKeI7ACWGWMWisjNwG5gHvBH4FYRuRoYAZwXf0RFaX18Iq5FW7zQKyjsqI40qi4WNngqMjG8s48bV1XUWy21ETvVzQs5cQKqao3x5M50I9HiFG7Es0y9WOB1MQwtJZ4F7jWNzE3BxJsqiGfd+63McaFvroowwKXmgVdyfUJVzJfgdarEjZ3VEXItoXR3qVrgbojIqLpULhEZBQw1xrzUnIsZY14GXo45dnnUdiXw8+aMrSiZSq+gxY5qw+iuTfdNxLcHBvn2wJaVXwhYtuvSjZbGR3jJ34b4aWS1Hgp8xJu79orEyQO321r2vcSdAydOEFsGRaFvrIiwn0tdAq/UlZONJhQxBDzWGRjYyddgGq0yDBePyOPDdY1d6DmO2749k8zr+5nAtc72euAioFkKXFE6Ir2CFqv3hhscqwp7i8BNFfEs8FRQ6yF/G1I0B55A8XqhLrivpbgHsYnrS1O8CPdMcqFvqYowNr/lFrg9B97wWI3HNDKIP41WWlrKEJcFWva088zgRHngpwCnAhNFZEjdYWBg64ulKO2HXkGLt3c2TH/ZVBlhYIIa5q2FvTJW61gltcZbVLHfipdG5mEOnBQp8BSlo7kRz9MQNu51utPlQo9e9rSOrVURvp6CQMu6qmjR1BrjyYVeXl7Ohg0bqKmpadS2ZcsW+vfvT22t/Tvz+/2Eu/ahxpfcwjrZSiILfClQgl1xsS4iPQx81qoSKUo7ozBHWFkW5vUd+x487+0KMaNf2y972JoWuBfLGeLPDXuaA09VJbY4sqSC+Ao8ngWeHhd6rmWvrd0lSqjimgjdWzpRjft8dLJTJeFwmGeeeYbdu3czdOjQBqlidUyePBmfz0d5ue1er62tZd2SDykLQ9X3v+N6TnsgURrZemC9iHwXKDbGLGs7sRSl/eC3hB8NDjaIZj+pfw7j8tt+mYXWLC/pZe4a4is2O/fawxx40leMj9d0tHjvDG7H482Bx1trPF0u9Dwn0Cy6DHHYpKbMqltEeLJpZP/73//o06cPp556qqdrHnUUrFi1in//+9+cffbZns7NFpJ5ggwHPm1tQRSlPeO1clVrEWjF1Bqveb2pKFiSqigCK04UeiqInweeoBJbGlzoQZ+waEcthU66Y0mtSdk0T9CC2ErVu5JY9z0cDrN+/Xq+8Y3mLX45bswYPvzgA0pLS9vlWuHJ/O+8S1RxFRGZ3WrSKIrSqrRmeUkvc9dgu4pb6raWFM1de7Xk4xml8SuxNT5uV8RrfDxdLvST++fQL9cixxJyLKF30OKsQalxPbvNgSezbOzu3bvp3bt3i7wAgwYNYvPmzc0+P5NJxgI/F7hCRLY5+/nAHa0mkaIorUbAco+ITgVe83rjKTYvpMqF7hP3xUxSQbz7jL+YCVSkQYEX5FhM7dk6gZVuy5Umc4u1tbUEAi3zXgUCAUKh9hmOnsz/1qPGmE7GmKHGmKHA5U2eoShKRtKaFrjX5SHjpZF5wUpVJTaRVnShx58Dj1vIpZ3lL3f2Cwu313L7FxXc/kUF87+o8LzkbzSLFy9m2rRpHHHEEbzzzjsAPPHEEwwZMoSzzjqLr776qr6vAb4qD7OsJMSykhBftKNVJ5u0wI0xV4pIN+zKaKu9LCGqKEpmYddCb6jB461L7RWvhVzsNLKWvU2ktBKby3GvLwfuQWzx58DddFgmFXJJFQPyfNw+sUuD/6tgC4z9KVOmMG3aNPbu3csRRxwBwBlnnMFdd93FWWedxaBBg+r7GgM7ayJEKuxaDF39wqgWFlXKFJKpxHYycDdQDHQXkZ8ZY55tdckURUk5bhZ4dcT7UqJuiqo5FngqXOhuQ3hNLUtVRTc3Es2Bu31dqfBMZCJe656nCkvsINL9+7esimEmkswc+PHAcGNMjYjkYs9/qwJXlCzELZ3HXoms5Q/XWgN5Xgq5pEKBx4keN3hbxzteFHqi2CljTKPgKi9BbInmwN1c6BlSHj2jeO2115g9e3b9/po1a9InTBpIRoGvN8bUABhjqkTkq6ZOUBQlMwlI4zzwqrAh12O1TDdFVdOMUqotLV8aT0lHTPK55HXjeHHm26VXk6s8F+8+Q3HTyDJrOdFM5phjjuHWW2+t31+6dGn6hEkDSeWBi8ivgXXYOeGDW1ckRVFaC7dFJaqa4UJ3w3shl9TM9bpFj3sd1vIYhW6JNFL48c6PNwceiaPAA2J/l4rSFMl4mS4FegI/AXoAl7SqRIqitBp2GlnDYylzoTejkEtLXejxFjOJxInwjj+Otyh0t+VH463v7XUOPOhrPM2RinKx7YklS5bwxhtv8N577/Hee+8B8J///If169fz2GOPsWHDhjRL2DYkE4W+V0Ruwba+1xpj9ra+WIqitAY5Lvm4zXGhu1ETgYAHP68/BcFacYPY8DgHjkcXuotSjldZLd5a4/HWg3erG+51rfX2zqRJk3j11VcbHDvttNM47bTT0iRRemjyb1xEfoi9gMn9wAoR+VGrS6UoSquQ42aBp8qFbrynkcXODXtNaYtXoat5LvTk+7sVfgnFmROPVzI23hx60LJrkkdTHWlZ2lW24vf7W1yEJRQK4fOl4A01A0nmT+JkYIgx5gBgKPYSo4qiZCEBy17K9OPi2vrPyj2hFLrQPRZycVkjOpgCWby70L0p/bogtmjilUZNlAfu7kJv7CWpDhuCKXjJyjZ69OjB9u3bWzSFsHHjRvr27ZtCqTKHZBT4x9FR6MAHACIyoDUFUxQl9fhEOHtQkM1VkfpPn1yLA7q3fGW0mggtngO33fktV1T2imbJ93dTyAn7uwSxheOkhcVNIyOey10avUw0tcRqe50jDwQC9O3bl08++aRZ569fv56amhoKCgpSLFlmkMyvdoKIXIsdhT4M6O240U8CvtOawimKknomFbTOymgh4y2NzO+SXlWVIlex8eiKt0uyJq8E3ea1QxFvc+ChiMEnyd1sdQLPRN38fft0EsM3v/lNnnjiCVauXMnw4cMJBoMJFzcxxlBbW8v69espKSnhu9/9bhtK27Yko8D7AZ9jp4+FgS3YrvT2+UqjKEqzqIkklxddh1+kUU56qlzFEbwtNWp5XBnNPYgtngvdfQ48ngXuRiILvC6Cvr162HNycjjrrLPYtWsXRUVFVFRUNHlOIBDg8MMPp1+/filZzzxTSUaBX2yMabQeuIiMbwV5FEXJEiLGNCiW0pSbN5Y8H1Q2CtYyKbLAvRdy8ToHHhvEFi+qPJ4CCZvkI+UTWuAuFn5rrayWTgoLCyksLEy3GBlFMn8/R4nIYSLydRFZKiI/BjDGfNbKsimKkqH44uRNe1GaboqtOXXZ3fBugXuPQo+1wONFoccjXtqZG4k8E24pcPHKtCrti2QU+ABjzHvA1cBZwITWFUlRlEzHa9BXslSFTUqi0I3HKHTBax54vCC25MeI53J3I9FKb64WON7y4JXsJJn/41IR6QdUGWNWADtaWSZFUTKceMtveiXW05uqfGeDNws8XqBZPE+03yUFLuRBIYM3KzlRnXm3MrBe0+iU7CSZn8pA4F3gLyIyFZjcuiIpipLppKIMKtStJrZvoFSlkUWMt8U/YuWIPu6GW035eGlk8fBisVdFIDfO09rNexAvx1xpXyRTSvUiEfmdMaZERLoBP28DuRRFyWCs+hSwlmmJfL/wZXmErs7k8c7qCD2DLc9J9+pC9rm4xBMRsBpH0NcmcHO7EW81MjdsC9x9cJ9II0+Bof1GpSv7aPKXInakyVAR6eoc+iFwfqtKpShKRtPJJ1SEDN1amFJ+XJ8cFm6vaXBsWOfUzN56ssDxFsTmZoHXeKxEF0nRHLjgntKm+rv9k8yr7jPOv3Vz3/u3kiyKomQJfXMttlRF6JfXsvIhY/L9jMlvucUdi9ea6vHmwOPhVlPe6/x92EOqW6IodLd4BI1C7xgk88spNcacXbcjIge1ojyKomQB/fNsBZ6pRDzmgcdb1SweARcLvDZBoJkbiYqvWMCS3bX1XoSiijDHWO7uDrd4BJ0D7xgk8764RERGRO1PbC1hFEXJDvrlWmypzFwF7nV23q2yWiJyLKGmhRZ4ojnwMwflsqM6wvYq+zO5R4DecQb3uZSk9bqcqpKdJGOBXwtc5BRdECAfeLAVZVIUJcPpFbT4uCTEfzdV1x8rb+ni3imkOQrckwUutsUdjT0HnrzaTDQHPrSzj6Gdk5uecFvtTC3wjkEyCnyuMebWuh0ROaMV5VEUJQvwW8KvR3WiIkpzTClI/Vx2c/G8nCiNrdhE5UjdLPCaVpwDT4SbC90uc9vioZUMJ5k0sltjDu3yehERKQDmYa9oNhK4yhizzaVfEVDk7G6KnntXFCWzGN4lc9e/8m6BN07FCht7wRU3ciwapZElKrbiRthj6dV4uCtwDWLrCCSTRnYAdhnVnti/iUHAcI/XuQF4xRjzuIicBNyKnY4Wy4PGmDkex1YURWmAZwvcY23zHEuoDse60L3lgVdHjKf10+Pht4RQjDvfay14JTtJ5s/nEuBGYDEwC/h3M64zA7uaG8Dbzr4bR4rI5SLyBxE5ohnXURRF8WyBB8RW2NHYq4u593ezwKvD3ixwu9hKa7nQtZBLRyAZBf6pMeZj7HSy1UC1WycReclZrSz2czLQGyhzuu4BeoiIm/X/G2PMzdgvDPfHRL9HX2uWiCwRkSU7d+5M4hYURelIGGM8FXIJWNIoKC0UMXEVbMAS10IuXizwVBFPgescePsnmaiTqSLyCtBdRK4GjnLrZIw5Id4AIrId6AqUYEexFxtjQi5jLHb+rRCRpcBUYI1LvwXAAoAFCxZkTuiroigZgddSqnZed8NjiV3oNCrkUhMhbrGV1sQtjUxXI+sYJPN//GtgO3AbUABc1YzrPAcc7mxPdfYREUtEBjnb00XkG1HnjADWNuNaiqJ0cIxxX288HgGB2hglmChPO54FHkiD1eueRqZR6B2BZCzwR4GfGWM+wlbmzeEq4CYRGYUdAHepc/wA4GHs8qzbgTkicjDQH3jSGPNWM6+nKEoHxuscuJuyDxuT0AKPtdjtOfO215p+l/l7k6IUNSWzSUaBf+EobwBEpNAY4ymVzBizG5cFUIwxS3FqqxtjPgVO9zKuoiiKG6mYAw5F4geZ2UFv3mbv7Hn51CvVuKVUU34lJdNI5v94jYh8Q0QGO+7uK1pbKEVRlJbQ8oVOE0ehe1XEfhc3d6qIOweuBni7JxkL/ELgmKj9QcDlrSOOoiiKN9wM4ZRY4B6W+4TEy5fmWHat9HgvBC3BJ43n4+OlkdXW1rJx40aqqqpSL0g7Jjc3l4EDBxIItHD93BSTjAL/jTHmwbodETm29cRRFEVpOSmzwD1Y2ok86jn1aWpt40KPt5zqxo0b6dq1K0OGDGkVd357xBjDrl272LhxI0OHDk23OA1I5n2wom7DqcoWN11MURSlrXHTQ6lS4Iks8MowfFURrv9UJ1icLehY4K2BWxBbPNmrqqooLCxU5e0BEaGwsDAjvRbJWOBj6jaMMcv0P15RlEwnFYt5JMoDB5ha6GfR9tr6/aN7xXevuqWdpYr4c+Duwusz3DuZ+p3FVeAi8ktgNnYBl5nYL7QhnBxuRVGUTCWSgjSqUMQkTAv7Zr9g0mO1pgXulgdeGyElddaVzCbuf7Ex5o/GmKHALGPMMGPMUGPMSGPM7LYTT1EUJT00ZYF7IcelVGuqcJsDr/W4Mlq6mTRpEuFwOKVjPvfccwwdOpSioqKUjptJNPmOZoz5V1sIoiiKkipSUUq0qTlwL+TEWODGYw55ItwUeLXHldHSzQcffIDPl9rlaWfMmMHgwYNTOmamkcwcuKIoSlaRqjSyVFrg0XPgIY8R7olwW07UtsAzU4N//vnnzJs3j/3335+PP/6YyZMnM3/+fBYtWsSQIUN46KGHePrppznooINYvnw5W7Zs4c477+T6669n7dq1HH300axYsYIpU6Ywd+5cAE477TQmT57Mxo0bmTp1KmeffXaa77JtUAWuKEq7IxX2bdjYwWepILb0anXEnhdPBS2xwO997iO27d6bGkGAPgVd+MmMgxP2eeGFF8jJyeEXv/gFmzZtIjc3lyeffBKAXbt2ccUVV1BUVEQwGOTqq69m9OjRHHDAAdx0000ceeSR3HzzzQAMGjSoXoHPnDmTU045hXA4zNixY1WBK4qiZCsmRaVU/Sl6QgZ9QmWUlq2NmJS9HLRkDrwpZdsanH/++cybN48jjzyS0aNHM3/+/Pq2tWvX0qtXL4JBO0Bw2LBhfPXVV/Xtw4YNq3e11xVVCYVCrFixgo8++oi8vDx27NjRhneTXjLTx6IoitICUjMH7q0SWyIC0tACr0nhHLVbGlkqx08177//PldeeSXvv/8+ffr04aGHHqpvGz58ONu2bavPuV63bl2Dc93SuZ577jlefvll5s6dy5VXXkmnTp1a9wYyCLXAFUVpd9gLh7RsjFTOU/cKWjzyVSUfFtt541VhOKIwNY9ftzSymgyOQt+9eze//vWvGTZsGDt27GDIkCGsX7+eP//5z8ybN4958+Zx5plnMmXKFLZt28bAgQMBuPfee1m/fj0LFy5kz549lJaWcv/993PiiSdy++23c9FFFzFw4EDKy8u5//776dOnT4Nx2yOqwBVFaXdE8F6JzaLO6rbPTGUU+uDOPuYf2CU1g8Xgd3GhZ7IFfsYZZ3DGGWc0OPbzn/+8fnvChAmcc845AFx77bUMGzYMgOuuu47rrruuvt9pp51Wv71o0aL67Suu2Lfe1owZM1Iqe6ahClxRlKzGLSPLGPB5tEADllAbgbpsplTmgbcmPpdSqplsgTfFI488wjPPPENubi47duzgqquuSrdIGYsqcEVR2h3NqYUesOzgr1zH7G6qElumEG8OPJD5orty++23p1uErEEVuKIoWY3bNHVz8sAn9wjwx9WV9eMZA9/ql9NyAVsZ11KqxmSsC11JHarAFUVpdzTHAj+iZ4AjembWes/J4JZGBpm7AIeSOvQdTVGUdkfEtMbK25mJWxCb0jFQBa4oSrsjQuoiyDMdS+yyr0rHQxW4oijtjkgK8sCzBUukUSS+6nNYunRpfXpZWVkZ5513HjNnzkyrTKlGFbiiKO2OiKE+n1vpmEQr8K5du/LDH/4wvQK1AhrEpihKu6M5hVyUtiF2NbKvfe1rXHPNNVxyySUsW7aMnTt3cs455/DSSy+xevVqnn32WfLz81m5ciW33XYbo0aNYtWqVVx22WWMHTvW9XhhYSFPPfUUJSUlzJkzhwsuuACAzZs3M3v2bD755BPOOusszj///DR/Gy1DFbiiKO2OSAqrqLVnttx7KzXbNqZsvJw+A+n3k0sT9nFbjezRRx/l4IMP5rLLLuPUU0+lrKyM++67j1/+8pe8/PLLnH766Zx77rn86U9/YtKkSbz//vucd955vPPOO3GPn3rqqRQVFTFnzhwAVq1aRXl5OXfccQc7d+7kmGOOUQWuKIqSaXSkKHSADZUR7lpTWb+/N7Y0WxyaUratQbzVyIYPHw5A9+7d67d79OhBWVkZAMuWLasvqzpixAg++eSThMfdGDFiBAA9e/asHzeb0TlwRVHaHR0pCh1g/sQu/GBQsP4zZ3zndIsUl0SrkSVi4sSJrF27FoDVq1dz4IEHJjzu8/kwxlBcXFy/JGl7y41XC1xRlHZHR4pCB+jsF7LF5xC7GtmoUaNYv349Dz74ICeffDLLli3j4Ycfpn///rzxxht8+umnfPOb3+S+++7j5ptvZuTIkXz++efce++9AHGPT5kyhX/84x9cdtllnH/++Tz88MMsW7aMJUuWsHz5ckpLS/n3v//N6aefns6vo0WIyfJ8gwULFphZs2alWwxFUdLEdSvKuXpcQ4vzn19VMakgwIguvjRJlZmsXLmSsWPHpluMrMTtu5s7d+6H11xzzaQ0iaQudEVR2h8aha50BFSBK4qS1cRbzKQjzYErHRNV4IqitDs6WhS60jFRBa4oSrujo0WhKx0TVeCKorQ7OloUutIxaRMFLiKWiPxURLaLyIQE/Y4VkXtEZI6IXNMWsimK0v7QWuhKR6CtLPCJwPtARbwOItIJ+DPwK2PMHOAAEZneNuIpitKe0Cj0jsGGDRs4/fTT68ulLly4kEsvbX51uUWLFrF06dLUCNcGtIkCN8Z8bIxZ2kS3w4H1xphqZ/9tYIZbRxGZJSJLRGTJzp07UyipoijtAaNR6B2C/fbbj5NOOql+f/r06dxyyy3NHi/bFHjKKrGJyEtAH5em3xtjnk5iiN5AdHHaPc6xRhhjFgALwC7k4lFURVHaOWGNQs9oLr74YmpraxkwYAAvvPACQ4YMYeXKlQwfPpy+ffvyzDPP8NRTT3H33XczYMAA9u7dS79+/bjkkksAeOihh3j66aeZMmUKa9asoX///gD8+te/5qOPPmLRokWEQiFmz55N7969KS0t5cADD+SHP/wht9xyC3PnzmXu3Ll8+OGHlJaW8vTTT7N27VoWLVpE9+7dKSoq4sorryQ3NzedX1OTpEyBG2NOaOEQ24GuUfv5zjFFURRPGNQCT4Z711WyrTqSsvH6BC1+MiwvYZ/nnnuO1atX88ILLwDw4osvcv7551NUVMTzzz/Pn/70J2bPnk1hYSEnnngip5xyCgAHHnggs2bNoqamhiuuuIKioiKCwSBXX311/dgXX3wxM2fOBOwSqzU1Nfz+97/HGMPYsWM54YQTuOyyy7j77rs58cQTueSSS5gxYwZLly7lkEMOYdq0aQwZMqR+jEwn7bXQRWSoMeZL4F1gsIgEHTf6VOCe9EqnKEo2EtYo9KRoStm2Bp999hkjR46s369bSQyoL1VatxrZli1buOqqq8jPz2fPnj3s2rWL7du306tXL4LBYP35dYuVRLNs2TK2bNnCvHnzAJgwYQJbt26ld2/bsTtq1CgAevXqlbUrk7WJAheRHsDPgW7ALBF5xBjznoj0At4SkeHGmAoRuRC4U0R2AMuMMQvbQj5FUdoXtgWuGjwTGTduHK+++mr9/rp16+q3o1cL++STT7j55pvr259+2p6JHT58ONu2baOqqorc3FzWrVuH399YlU2cOJFgMMiVV14JwH/+8x+GDBnieq066lYw27x5M4FAgF69erXsZluZNlHgxphi4DrnE318BzAgav9l4OW2kElRlPaB23pMOgeeucyYMYMXXniB888/nxEjRhAMBhERnnnmGYqLi1m4cCHTp09n1KhRjB07lp/85CeMGTOGTZs2cf/993Pttdcyb948zjzzTA466CDWrl3Ltm3bWL58OQ899BDr16/nhRde4LzzzuPyyy/nmmuuqVfwp512Gv/6178oLS3l/vvv58ADD6xf/Wzq1KkcffTRzJ8/n1dffbXecs9kdDUyRVGyGrfVyG77vIKfj8gjVyfCG5Apq5F98MEHTJ48GbAjxx944AEGDRqUZqkSk4mrkaV9DlxRFKUluHnK1QLPbK655hqOOuooysrKOPnkkzNeeWcqqsAVRWl3aBR6ZvP888+nW4R2gdZCVxSl3aFR6EpHQBW4oihZT2wsj0Efbkr7R//GFUXJagS79nmj42qCK+0cVeCKomQ1lohrKpmitHdUgSuKktUItstcyQ4eeeQRLrroIo455hj69Nm3fMYdd9yRPqGyFFXgiqJkNZbYaWNKdvDAAw/wq1/9ioULF7J58+b646rAvaMKXFGUrMYvEFIFnhU8/fTTrF69mjvvvJO77rqrvub5448/TklJCXPmzOGf//xnmqXMHjQPXFGUrMYvEIoYtHSLdyoX3kukdFvKxrO69SFv+k/itp988snMnz+f2bNnM2TIEObPnw/Ad7/7XS6//HLmzJmTMlk6AqrAFUXJavyWqAXeTBIpWyXzURe6oihZTUBd6O2CupXAPvnkk3SLkjWoAlcUJavxW+K40JVM57nnnmP9+vXcdddd3HPPPZSWlvLoo48C9ipll156KQ899FCapcwe1IWuKEpWo0Fs2cOMGTOYMWNG/f7Pfvaz+u0777wzHSJlNWqBK4qS1agCVzoqqsAVRclq/JZQqy50pQOiClxRlKxGLXBvxC78ojRNpn5nqsAVRclq9uWBK02Rm5vLrl27MlYhZSLGGHbt2kVubm66RWmEBrEpipLVBCyhVvVRUgwcOJCNGzeyY8eOdIuSVeTm5jJw4MB0i9EIVeCKomQ1tgWebimyg0AgwNChQ9MthpIi1IWuKEpW47cgpC5hpQOiClxRlKzGL1pKVemYqAJXFCWrCVhQqy50pQOiClxRlKzGTiNTE1zpeKgCVxQlq/GLaBCb0iFRBa4oSlbjt9A0MqVDogpcUZSsJqCFXJQOiipwRVGyGr+lUehKx0QVuKIoWY3WQlc6KqrAFUXJarQWutJRUQWuKEpWE1AXutJBaRMFLiKWiPxURLaLyIQE/d4TkUXOZ2FbyKYoSnajLnSlo9JWi5lMBN4HKpro96IxZk7ri6MoSnvBbwm16kJXOiBtosCNMR8DiEhTXfcXkSuAPOADY8xzrS2boijZjVrgSkclZQpcRF4C+rg0/d4Y83SSw9xkjFksIj7gDREpM8a84XKtWcAsgOuvv77ZMiuKkv1oEJvSUUmZAjfGnJCCMRY7/4ZF5E3gGKCRAjfGLAAWACxYsEB/uYrSgfEJ7KoxXL+yvP5YzxyNz1XaP201Bx4XERlqjPlSRMYAU40x9zlNI4H/pFE0RVGyABHh1old0i2GorQ5baLARaQH8HOgGzBLRB4xxrwnIr2At0RkOLAHmCEi/YF8YAPwSFvIpyiKoijZRlsFsRUD1zmf6OM7gAHO7mbg220hj6IoiqJkOzpRpCiKoihZiCpwRVEURclCVIEriqIoShaiClxRFEVRshBV4IqiKIqShagCVxRFUZQsRBW4oiiKomQhaa/E1lK2bNmyc+7cuevTLUdz2bt3b88uXbrsTLccrU1HuU/oOPeq99m+6Cj3CSm918EpGKPZiDFaSjydiMgSY8ykdMvR2nSU+4SOc696n+2LjnKf0H7uVV3oiqIoipKFqAJXFEVRlCxEFXj6WZBuAdqIjnKf0HHuVe+zfdFR7hPayb3qHLiiKIqiZCFqgSuKoihKFqIKXFEURVGykKzPA882RKQAmAesA0YCVxljtrn0Oww4DogAxwDnGGM2tKWsLcHDfRYBRc7uJmPM2W0lY6pI9l6dvr2Bj4EbjTF3tZ2ULSeZ+3Tu7wHgLaA3kANcZIyJtLG4zSbJ+5wMzMb+vxwNLDbG/LWNRW0RHn6jI4BbgZAx5oy2lbL5iMixwLeB7YAxxsyNac/Fvq9N2Pc/zxjzRZsL2hKMMfppww/wZ+C7zvZJwMMuffKBf0ftDwM6p1v2VN+n0zYn3bK24b1a2MEz/wV+kW65W+M+gf7A+VH7nwBT0y17K9znycAUZzsAFAM90y17qu/TaTsbmAU8kW6ZPdxbJ2ANEHT2/w1Mj+lzJXC5s70/8Ga65fb6URd62zMDeNfZftvZj+VbwF4R+bWI/B442BhT3lYCpohk7hPgSBG5XET+ICJHtI1oKSfZe70CuA/7YZ+NNHmfxpjNxrFERaQr0AXItkqJydzn08aYxVGHQkBtG8iWSpL6uzXG/AOoaSuhUsThwHpjTLWz73Z/9fdvjPkUmCgi+W0nYstRF3orICIvAX1cmn6P7VYsc/b3AD1ExG+MCUX1GwwcCvwECAOvichOY8yi1pPaOym4T4DfGGMWi0gn4CMROdEYs6b1pG4eLb1XEfk6UGGMeV9ELmx1gZtJiv5PEZEzgQuBm40xG1tL3uaSqvt0+AVwgzGmNPWStowU32c2EX1vYN9f7yT77Gld0VKHKvBWwBhzQrw2EdkOdAVKsF3lxS4/mD3Ax8aYWuecd4FpwKJWELfZpOA+qbNijDEVIrIUmIrt+sooUnCvJwNbReRKbHddDxEpN8Y80EoiN4tU/J864/xTRB4HXhWRDcaY51tD3uaSqvsUkbOwp7euaw05W0qq7jMLqbu3OvKdY177ZDTqQm97nsN274CtrJ4DEBFLRAY5x18DhkSdMxjIruCKJO5TRKaLyDeizhkBrG1TKVNDk/dqjJltjJlnjJkHfAq8nGnKOwmS+T89WkSmABg7cG09dgxHNpHMbxQR+QnQ2xhznYjsLyKj2l7UFpHUfWYp7wKDRSTo7E8FnhORgig3ef39i8j+wCfGmKyxvkELubQ5TuTnTdgPtuHAlcaYbSJyIHYQyf5Ov59hK/FaIA+4xGTRf1Yy9+n8aOYAH2IHP202xtyQJpGbTbL/p07fc7FdrpuAe4wxL6RB5GaR5P/pocCl2NHZXYEBwIXZFMOR5H2eAjyEfZ8AhdjR9ovSIHKz8PAsOgX4EXa0/UPGmJvTJLInROQ44AxgB1BrjJkrIjcDu40x80QkDzsKfQu28XCDybIodFXgiqIoipKFqAtdURRFUbIQVeCKoiiKkoWoAleUVkZE8kXk9Sb6dBWR+0TkwTjts5t57Qki8qqIzGzO+a2BiEwTkY9E5EpHvjdFZImIjHHaLRF5REQeFZEBInK1iGRr7ryitBqqwBWllXEiW6c10acMeDhBl9nNvPZy4I3mnNvKLHOi8pdjF7jpA6yG+uj1LcAsY8wmJ0Ur43KsFSXdqAJXlBQiIueIyFYRmSMiD4vIYhH5EVHV1xzL82ER+a2IPC8iT0Wl7fQXkTtE5DUROd/p/12guzPmmXGu+yMRKZF9Ve2eEZGhMX36Otea4+zfICKLYuSeKyIPisgbdek2InKwM941InKjiBSJyMki4heRu0Tk9yJym4j80Ol/mYjUVRJ8QkT+k+g7M8a8g52L/C3n/C7YAbZlic5TlA5Pumu56kc/7e2DXXDnW872JOffIuffCcCKqL5/B2Y629OAt53tnsCnUf2KkrhuETDC2f4e8C9ne07UNWbi1J/HTlNcFCP3Cc723cDpzvYHwKHO9rF15wA/BRY42wKsws6LrpNlXPR3EHWdacCDMccuBp5xtmcBk2PvLd3/r/rRT6Z91AJXlNZhJYAxZknM8XE0rDS3LqZ9jXPeThpWiUqWuvHWAOObcX5dHuyOqOuPx3Fv01DeA4B+YleXuwJYDvSNao/3HbjxMDBNRPbDVt4fNEN2RelQqAJXlNYhXoGFldhLF9YRW6Us3nlhsZnYxHXrxhsFrHBpL8MuGQngVm3L7fornPGixwd7pbHVZl+FuX+wb2lYjDFJF5kwxhQD/wHuwi7soyhKE6gCV5QU4lR/Ggz8QkR6OcfOBrqJyAXGXvXo706E9ZVAEDBOyccfAgeIyCQnarybiJzuDP0cdtWoHzUhwrEicr0z1hUiMgE4CjhJRAYArwDjROQK4GDscpPfjJL7XBEZFnVOL+AC4BoRmQtMYZ+Sv8+Rfa6I/A6YYIzZIyLfcWS/WkQCHr6+vwDTgUc8nKMoHRatxKYobYyI1LuIReR+4H5jzFspGLfIGDOkpeO4jHsQ9nx8SESOAn5kjPlJC8abhj0nP9PDOa1yb4qSzehqZIrS9vxSRFYBPmBTipR3nZX/M2PMPS2WsCETgJ+KyFpsV/rcFo5XDFgicqkx5tZEHUWkP7bX4dMWXlNR2h1qgStKluFWlMUY82DbS6IoSjpRBa4oiqIoWYgGsSmKoihKFqIKXFEURVGyEFXgiqIoipKFqAJXFEVRlCzk/wHMfmTmn3N2yQAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "2021-08-16 15:32:26,806 ¦ nanotune.device.device ¦ WARNING ¦ device ¦ _check_and_update_new_voltage_range ¦ 596 ¦ Current voltage not within new valid range.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "gatecharacterization1d: Good result measured. Regime: pinchoff. Termination reasons: max_n_iterations reached. \n", "Starting experimental run with id: 35. \n", "Starting experimental run with id: 101. \n", "Starting experimental run with id: 102. \n", "Starting experimental run with id: 103. \n", "Starting experimental run with id: 104. \n", "Starting experimental run with id: 105. \n", "Starting experimental run with id: 106. \n", "Starting experimental run with id: 107. \n", "Starting experimental run with id: 108. \n", "Starting experimental run with id: 109. \n", "Starting experimental run with id: 110. \n", "Starting experimental run with id: 111. \n", "Starting experimental run with id: 112. \n", "Starting experimental run with id: 113. \n", "Starting experimental run with id: 114. \n", "Starting experimental run with id: 115. \n", "Starting experimental run with id: 116. \n", "Starting experimental run with id: 117. \n", "Starting experimental run with id: 118. \n", "Starting experimental run with id: 119. \n", "Starting experimental run with id: 120. \n", "Starting experimental run with id: 121. \n", "Starting experimental run with id: 122. \n", "Starting experimental run with id: 123. \n", "Starting experimental run with id: 124. \n", "Starting experimental run with id: 125. \n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "chargediagram: Good result measured. Regime: doubledot. Termination reasons: None. \n" ] }, { "data": { "text/plain": [ "True" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dottuner.tune_dot_regime(device)" ] }, { "cell_type": "markdown", "id": "7cf79ee9", "metadata": {}, "source": [ "The tuning result is saved in the tuner's tuning history." ] }, { "cell_type": "code", "execution_count": 7, "id": "0ca1736d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['gatecharacterization1d', 'gatecharacterization1d_31', 'gatecharacterization1d_32', 'gatecharacterization1d_33', 'gatecharacterization1d_34', 'chargediagram'])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dottuner.tuning_history.results[device.name].tuningresults.keys()" ] }, { "cell_type": "markdown", "id": "850565c3", "metadata": {}, "source": [ "The valid ranges found during tuning can be accessed via the current valid ranges attribute." ] }, { "cell_type": "code", "execution_count": 8, "id": "7b70465d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{0: [-0.9, -0.6],\n", " 1: [-0.679226408802934, -0.44214738246082],\n", " 2: [-0.331110370123374, -0.0710236745581861],\n", " 3: [-1.97565855285095, -0.974324774924975],\n", " 4: [-0.312104034678226, -0.0130043347782594],\n", " 5: [-0.603201067022341, -0.533177725908636]}" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "device.current_valid_ranges()" ] }, { "cell_type": "code", "execution_count": null, "id": "52477122", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 }