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    "# Python-реализация алгоритмов и инструментарий для моделирования динамики сверхпроводникого квантового интерферометра с двумя джозефсоновскими переходами (СКВИД постоянного тока)\n",
    "Блокнот предназначен моделировани физических свойств сверхпроводящего квантового интерференционного устройства (СКВИД) с двумя джозефсоновскими пеереходами (СКВИД постоянного тока) и исследования зависимости величины тока возврата от величины потока внешнего магнитного поля, а также демонстрации возникновения модуляции напряжения от величины внешнего магнитного поля.\n",
    "\n",
    "Разработаны алгоритмы для вычисления вольт-амперной характеристики СКВИДа под действием внешнего магнитного поля, зависимосней тока возврата СКВИД от внешнего магнитного поля и демонстрации возникновения модуляции напряжения СКВИДа от величины внешнего магнитного поля при постоянном токе.\n",
    "В программной реализации разработанных алгоритмов использовались функции библиотеки _Numba_, в том числе и механизм распараллеливания вычислений между вычислительными ядрами многоядерных CPU при вычислении зависимостей тока возврата от внешнего поля и модуляции напряжения от потока внешнего поля при постоянном токе. \n",
    "\n",
    "Представленные результаты были получены на экосистеме ML/DL/HPC Гетерогенной платформы HybriLIT (ЛИТ ОИЯИ).\n",
    "\n",
    "Работа выполнена при финансовой поддержки РНФ в рамках проекта No 22-71-10022."
   ]
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    "## 1. Математическая модель СКВИДа\n",
    "\n",
    "__Эффект Джозефсона и джозефсоновский переход__\n",
    "\n",
    "Связь двух сверхпроводящих слоев, посредством тонкого слоя несверхпроводящего барьера образует структуру, называемую джозефсоновским переходом (в честь английского ученого Брайана Джозефсона). При пропускании электрического тока через джозефсоновский переход, в зависимости от величины тока, наблюдаются стационарный и нестационарный эффекты Джозефсона [1],[2].\n",
    "\n",
    "_Стационарный эффект Джозефсона:_ при пропускании внешнего тока ниже критического значения ($I < I_{c}$), в джозефсоновском переходе (ДП) отсутсвует напряжение и через ДП протрекает сверхпроводящий ток. Данный ток пропорционален синусу разности фаз параметров порядка сверхпроводящих слоев образующих ДП:\n",
    "\n",
    "$$\n",
    "I_{s} = I_{c} \\sin \\varphi. \\tag{1}\n",
    "$$\n",
    "\n",
    "_Нестационарный эффект Джозефсона:_ при пропускании внешнего тока выше критического значения ($I > I_{c}$), возникает переменное напряжение в ДП, и оно пропорционально производной разности фаз:\n",
    "\n",
    "$$\n",
    "V = \\frac{\\hbar}{2e} \\frac{d\\varphi}{dt}. \\tag{2}\n",
    "$$\n",
    "\n",
    "Согласно $RCSJ$ модели МакКамбера-Стюарта [3],[4], ДП-ы можно представить в виде параллельных контактов резистора, сверхпроводника и конденсатора, как показано на Рис. 1., а\n",
    "ток, протекающий ДП, состоит из суммы квазичастичного тока $\\frac{V}{R}$, сверхпроводящего тока $I_{c}\\sin\\varphi$ и тока смещения $C\\frac{dV}{dt}$. Здесь $R$ и $C$ - соответственно, сопротивление и емкость ДП в резистивном состоянии.\n",
    "\n",
    "<table align=\"center\" style=\"margin-left: auto; margin-right: auto; border-collapse: collapse;\">\n",
    "  <tr align=\"center\">\n",
    "    <td style=\"padding: 10px;\">\n",
    "      <img src=\"eq_scheme_JJ.png\" width=\"250\">\n",
    "      <br>\n",
    "      <em>Рис. 1. Эквивалентная схема джозефсоновского перехода.</em>\n",
    "    </td>\n",
    "  </tr>\n",
    "</table>\n",
    "\n",
    "__Сверхпроводниковые квантовые интерференционные устройства (СКВИД)__\n",
    "\n",
    "Рассмортрим сверхпроводниковое квантовое интерференционное устройство СКВИД (SQUID) [5],[6], состоящее из двух параллельно соединенных сверхпроводящим кольцом джозефсоновских переходов - двуконтактный СКВИД []. Предполагается, что через СКВИД пропускается электрический ток и сверхпроводящее кольцо СКВИДа находится во внешнем магнитном поле, как показано на Рис. 2., а эквивалентная схема СКВИД представлена на Рис. 3.\n",
    "\n",
    "<table align=\"center\" style=\"margin-left: auto; margin-right: auto; border-collapse: collapse;\">\n",
    "  <tr align=\"center\">\n",
    "    <td style=\"padding: 10px;\">\n",
    "      <img src=\"squid_scheme.png\" width=\"300\">\n",
    "      <br>\n",
    "      <em>Рис. 2. Схема двуконтактного СКВИДа.</em>\n",
    "    </td>\n",
    "       <td style=\"padding: 10px;\">\n",
    "      <img src=\"squid-equival.png\" width=\"300\">\n",
    "      <br>\n",
    "      <em>Рис. 3. Эквивалентная схема двуконтактного СКВИДа.</em>\n",
    "    </td>\n",
    "  </tr>\n",
    "</table>\n",
    "\n",
    "В частном случае предположим, что индуктивности проводников равны($L_{1}=L_{2}=L$), а также джозефсоновские переходы одинаковы, т.е. их сопротивления, емкости и значения их критических токов соответственно равны ($R_{1}=R_{2}=R, \\quad C_{1}=C_{2}=C, \\quad I_{c1}=I_{c2}=I_{c}$).\n",
    "\n",
    "Полный ток, протекающий через СКИД складывается из суммы токов, протекающих через каждый ДП, и циркулирующего сверхпроводящего тока $J$, вызванного потоком внешнего магнитного поля. \n",
    "\n",
    "Циркулирующий сверхпроводящий ток задается выражением:\n",
    "\n",
    "$$\n",
    "J = \\frac{\\Phi_{0}}{4\\pi L} \\left[\\varphi_{2} - \\varphi_{1} + 2\\pi \\left(n - \\frac{BS}{\\Phi_{0}} \\right)\\right], \\tag{3}\n",
    "$$\n",
    "\n",
    "где $\\Phi_{0}$ - квант магнитного потока, $B$- внешнее магнитное поле, пронизывающее кольцо СКВИДа, $S$ - эффективная площадь, ограниченная сверхпроводящим кольцом и двумя джозефсоновскими переходами, $n$ - целое число, $\\varphi_{1}$ и $\\varphi_{2}$ - разности фаз параметров порядка сверхпроводников, соответственно, первого и второго ДП-ов.\n",
    "\n",
    "Согласно правилу Кирхгофа, токи, протекающие через каждый ДП, можно записать следующими выражениями:\n",
    "\n",
    "$$\n",
    "\\left\\{\\begin{array}{l}\n",
    "\\displaystyle\n",
    "I_{1}=\\frac{I}{2} + J, \\\\[6pt]\n",
    "\\displaystyle\n",
    "I_{2}=\\frac{I}{2} - J,\n",
    "\\end{array}\\right.\n",
    "$$\n",
    "где $I$ - полный ток СКВИДа.\n",
    "\n",
    "Математическая модель СКВИД-а, состоящего из двух одинаковых ДП, находящегося во внешнем магнитном поле, записывается согласно правиду Кирхгофа и $RCSJ$ модели джозефсоновских переходов:\n",
    "\n",
    "$$\n",
    "\\left\\{\\begin{array}{l}\n",
    "\\displaystyle\n",
    "C\\frac{dV_{1}}{dt}+\\frac{V_{1}}{R}+I_{c}\\sin\\varphi_{1} = \\frac{I}{2} + \\frac{\\Phi_{0}}{4\\pi L}\\left[\\varphi_{2}-\\varphi_{1}+2\\pi \\left(n-\\frac{BS}{\\Phi_{0}}\\right)\\right], \\\\[10pt]\n",
    "\\displaystyle\n",
    "\\frac{\\Phi_{0}}{2\\pi}\\frac{d\\varphi_{1}}{dt}=V_{1}, \\\\[10pt]\n",
    "\\displaystyle\n",
    "C\\frac{dV_{2}}{dt}+\\frac{V_{2}}{R}+I_{c}\\sin\\varphi_{2} = \\frac{I}{2} - \\frac{\\Phi_{0}}{4\\pi L}\\left[\\varphi_{2}-\\varphi_{1}+2\\pi \\left(n-\\frac{BS}{\\Phi_{0}} \\right)\\right], \\\\[10pt]\n",
    "\\displaystyle\n",
    "\\frac{\\Phi_{0}}{2\\pi}\\frac{d\\varphi_{2}}{dt}=V_{2}.\n",
    "\\end{array}\\right.\n",
    "$$\n",
    "\n",
    "Переходя к безразмерным величинам, система уравнений (5) записывается в виде:\n",
    "\n",
    "$$\n",
    "\\left\\{\\begin{array}{l}\n",
    "\\displaystyle\n",
    "\\frac{dV_{1}}{dt} = \\frac{1}{\\beta_{c}} \\left\\{\\frac{I}{2} - \\frac{d\\varphi_{1}}{dt} - \\sin\\varphi_{1} + \\frac{1}{2\\beta_{L}}\\left[\\varphi_{2} - \\varphi_{1} + 2\\pi \\left(n - \\varphi_{ext} \\right) \\right]\\right\\}, \\\\[10pt]\n",
    "\\displaystyle\n",
    "\\frac{d\\varphi_{1}}{dt} = V_{1}, \\\\[10pt]\n",
    "\\displaystyle\n",
    "\\frac{dV_{2}}{dt} = \\frac{1}{\\beta_{c}} \\left\\{\\frac{I}{2} - \\frac{d\\varphi_{2}}{dt} - \\sin\\varphi_{2} - \\frac{1}{2\\beta_{L}}\\left[\\varphi_{2} - \\varphi_{1} + 2\\pi \\left(n - \\varphi_{ext} \\right)\\right]\\right\\}, \\\\[10pt]\n",
    "\\displaystyle\n",
    "\\frac{d\\varphi_{2}}{dt} = V_{2}.\n",
    "\\end{array}\\right.\n",
    "$$\n",
    "\n",
    "Здесь напряжение нормировано на $V_{c}=I_{c}R$, ток нормирован на $I_{c}$ и время $t$ нормировано на $\\omega^{-1}_{c}$, а\n",
    "- $\\beta_{c}=C\\Phi_{0}\\omega_{c}^{2}/(2\\pi I_{c})$ - параметр МакКамбера,\n",
    "- $\\omega_{c}=2\\pi R I_{c}/\\Phi_{0}$- характеристическая частота Джозефсона,\n",
    "- $\\beta_{L}=2\\pi L I_{c}/\\Phi_{0}$- индуктивность в безразмерных единицах,\n",
    "- $\\Phi_{0}=h/(2e)$ - квант магнитного потока,\n",
    "- $\\varphi_{ext}=\\Phi_{ext}/\\Phi_{0}$ - безразмерный поток внешнего магнитного поля,\n",
    "- $\\omega_{c}=2\\pi V_{c}/\\Phi_{0}$ - характеристическая частота джозефсона.\n",
    "\n",
    "Таким образом, система уравнений (6) определяет задачу Коши, для которой начальные условия задаются в виде: \n",
    "$V_1(0)=V_2(0)=0$ и $\\varphi_1(0)=\\varphi_2(0)=0$.\n",
    "\n",
    "__Влияние параметра МакКамбера $\\beta_c$__\n",
    "\n",
    "Ключевым безразмерным параметром, определяющим режим работы джозефсоновского перехода [7], является параметр МакКамбера $\\beta_c = \\omega_c R C$.\n",
    "\n",
    "В зависимости от величины $\\beta_c$ возможны два качественно различных режима:\n",
    "\n",
    "* Режим сильного затухания (_overdamped_) при $\\beta_c \\ll 1$. В этом случае емкостные эффекты пренебрежимо малы ($C \\to 0$), и динамика перехода описывается моделью RSJ (Resistively Shunted Junction). Вольт-амперная характеристика (ВАХ) такого перехода не имеет гистерезиса: переход в резистивное состояние и обратно происходит при одном и том же значении тока, то есть ток возврата $I_r$ практически равен критическому току $I_c$ (см. Рис. 3а).\n",
    "\n",
    "* Режим слабого затухания (_underdamped_) при $\\beta_c \\gg 1$. Здесь емкость играет существенную роль, накапливая заряд и создавая инерционность. Вольт-амперная характеристика такого джозефсоновского перехода обладает ярко выраженным гистерезисом: переключение в резистивное состояние происходит при критическом токе $I_c$, а обратное переключение в сверхпроводящее состояние — при значительно меньшем токе возврата $I_r < I_c$ (см. Рис. 3б). Именно это расхождение между $I_c$ и $I_r$ является отличительной чертой таких джозефсоновских переходов.\n",
    "\n",
    "  <table align=\"center\" style=\"margin-left: auto; margin-right: auto; border-collapse: collapse;\">\n",
    "  <tr align=\"center\">\n",
    "    <td style=\"padding: 10px;\">\n",
    "      <img src=\"CVC_beta_c_0-01.png\" width=\"500\">\n",
    "      <br>\n",
    "      <em>Рис. 3a. ВАХ СКВИД при $\\beta_{C}=0.01$</em>\n",
    "    </td>\n",
    "    <td style=\"padding: 10px;\">\n",
    "      <img src=\"CVC_beta_C_25.png\" width=\"500\">\n",
    "      <br>\n",
    "      <em>Рис. 3б. ВАХ СКВИД при $\\beta_{C}=25$</em>\n",
    "    </td>\n",
    "  </tr>\n",
    "</table>\n",
    "\n",
    "Таким образом, варьируя параметр $\\beta_c$ (например, изменяя емкость перехода $C$ или его сопротивление $R$), можно получать различные виды ВАХ как с гистерезисом $\\left(\\Delta I = I_c - I_r \\right)$ и без него."
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    "### Постановка задачи\n",
    "\n",
    "Необходимо рассчитать:\n",
    "1. Вольт-амперные характеристики (ВАХ) при различных значениях внешнего магнитного потока $\\varphi_{ext}$ для случаев $\\beta_c \\ll 1$ и $\\beta_c \\gg 1$.\n",
    "\n",
    "2. Зависимость величины критического тока (для $\\beta_c \\ll 1$) и тока возврата (для $\\beta_c \\gg 1$) от внешнего магнитного потока $\\varphi_{ext}$.\n",
    "\n",
    "3. Зависимость модуляции напряжения на СКВИДе от внешнего магнитного потока $\\varphi_{ext}$ в режиме сильного затухания ($\\beta_c \\ll 1$).\n",
    "\n",
    "__Алгоритм нахождения ВАХ и величины тока возврата__\n",
    "\n",
    "Ниже опишем алгоритм нахождения ВАХ. \n",
    "1. При заданном значений параметров модели СКВИДа и начальных условиях численно решается задача Коши для системы уравнений [6] в интервале времени $[0, T_{max}]$ с шагом $\\Delta t$ при фиксированном значении тока $I$.\n",
    "2. Полученные для каждого ДП временные зависимости напряжений усредняется по времени по формуле:\n",
    "\n",
    "$$\n",
    "\\bar{V}_{i} = \\frac{1}{T_{\\max} - T_{\\min}} \\int_{T_{\\min}}^{T_{\\max}} V_{i}(t) \\, dt, \\quad i=1,2. \\tag{7}\n",
    "$$\n",
    "\n",
    "3. Среднее напряжение на СКВИД вычисляется по формуле:\n",
    "\n",
    "$$\n",
    "\\bar{V} = \\frac{\\bar{V}_{1} + \\bar{V}_{2}}{2}. \\tag{8}\n",
    "$$\n",
    "\n",
    "Таким образом вычисляется одна точка ВАХ для заданного значения $I$.\n",
    "Отметим, что при усреднении, интегрирование начинается от времени $T_{min}$, которое выбирается таким образом, чтобы исключить влияние переходных процессов, т.е. решение выходит на стационарный режим. При этом для обеспечения непрерывности ВАХ (особенно в гистерезисной области) в качестве начальных условий для нового значения тока используются конечные значения $\\varphi_{i}(T_{\\max})$ и $V_{i}(T_{\\max})$, полученные при предыдущем значении тока.\n",
    "\n",
    "4. Последовательно увеличивая ток от $I=0$ до $I_{\\max}$ (прямой ход), а затем уменьшая его обратно до нуля (обратный ход), получаем полную ВАХ СКВИДа, включая возможную гистерезисную ветвь.\n",
    "\n",
    "Для определения тока возврата $I_r$ в процессе вычисления ВАХ на ветви уменьшения тока фиксируется такое значение внешнего тока $I$, при котором усредненное напряжение на СКВИДе $\\bar{V}$ становится равным нулю (с заданной точностью). Это значение и есть искомая величина тока возврата $I_r$ для данного внешнего магнитного поля $\\varphi_{ext}$ при $\\beta_c \\gg 1$."
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   "source": [
    "### Список литературы\n",
    "\n",
    "<a id=\"ref1\"></a>1. B.D. Josephson, Possible new effects in superconductive tunnelling, J. Phys. Lett. 1, 251-253 (1962). DOI: 10.1016/0031-9163(62)91369-0;\n",
    "\n",
    "<a id=\"ref2\"></a>2. Anderson P. W., Rowell J. M., Probable Observation of the Josephson Superconducting Tunneling Effect, Physical Review Letters. 1963. Vol. 10, iss. 6. P. 230-232. DOI: 10.1103/PhysRevLett.10.230;\n",
    "\n",
    "<a id=\"ref3\"></a>3. D. E. McCumber J., Effect of ac Impedance on dc Voltage‐Current Characteristics of Superconductor Weak‐Link Junctions, Appl. Phys. 39, 3114 (1968). DOI: 10.1063/1.1656743;\n",
    "\n",
    "<a id=\"ref4\"></a>4. Stewart W. C., Current-Voltage Characteristics of Josephson Junctions, Applied Physics Letters. 1968. Vol. 12, iss. 8. P. 277-280. DOI: 10.1063/1.1651991;\n",
    "\n",
    "<a id=\"ref5\"></a>5. R. C. Jaklevic, J. Lambe, A. H. Silver, J. E. Mercereau «Quantum Interference from a Static Vector Potential in a Superconducting Field», Phys. Rev. Lett. 12, 159 (1964). DOI: 10.1103/PhysRevLett.12.159;\n",
    "\n",
    "<a id=\"ref6\"></a>6. Clarke J., Braginski A.I. (Eds.) The SQUID Handbook. Vol. I. Fundamentals and Technology of SQUIDs and SQUID Systems. - Weinheim: Wiley-VCH, 2004. - 408 p. - ISBN 3-527-40229-2;\n",
    "\n",
    "<a id=\"ref7\"></a>7. R. Grimaudo, D. Valenti, B. Spagnolo, A. Troisi, G. Filatrella, C. Guarcello «Axion field influence on Josephson junction quasipotential»,Phys. Rev. B 108, 174521 (2023). DOI: 10.1103/PhysRevB.108.174521."
   ]
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  {
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   "metadata": {},
   "source": [
    "## 2. Численное решение задачи Коши для системы уравнений (6)"
   ]
  },
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    "Для численного решения поставленных задач и моделирования динамики СКВИД добавим следующие библиотеки и модули: \n",
    "- NumPy и math — для выполнения векторных и математических операций;\n",
    "- Matplotlib и seaborn — для визуализации результатов;\n",
    "- numbalsoda (lsoda, dop853) — для численного интегрирования систем обыкновенных дифференциальных уравнений (ОДУ);\n",
    "- Numba (njit, cfunc) — для ускорения вычислений путём JIT-компиляции правых частей уравнений;\n",
    "- time — для оценки производительности алгоритмов.\n",
    "- Matplotlib - для построения графических зависимостей,\n",
    "- seaborn — для расширенной визуализации, что позволилит повысить наглядность представления результатов.\n",
    "\n",
    "Данный набор инструментов обеспечивает как высокую точность, так и приемлемое время рассчёта."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d43f1f37-fb9e-4252-adc4-75e548c9e3fc",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import math as m\n",
    "from functools import partial\n",
    "import time\n",
    "\n",
    "from numbalsoda import lsoda_sig, lsoda, dop853\n",
    "from numba import njit, cfunc\n",
    "\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a06e3d38-6c1e-4fd7-88ed-69e9c2a66169",
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.set()\n",
    "sns.set(style=\"whitegrid\", context=\"talk\", font_scale=1.2)\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f19f1ae2-a822-4330-8fdb-8db202b93bd7",
   "metadata": {},
   "source": [
    "### 2.1. Алгоритм вычисления временных зависимостей напряжения на джозефсоновских переходах"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90765108-c36a-44d7-8eda-1b965c701ee3",
   "metadata": {},
   "source": [
    "Задаем функцию для вычисления значений правых частей уравнений (6) (Numba version)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "06e75907-190b-49b6-bb4a-dd66f1ee9fdb",
   "metadata": {},
   "outputs": [],
   "source": [
    "@cfunc(lsoda_sig)\n",
    "def rhs(t, S, dS, p):\n",
    "    ''' Функция определяющая правую часть системы уравнений.\n",
    "        Возвращает значения правой части уравнений при заданных параметрах.\n",
    "        S - массив математических функций;\n",
    "        dS - массив производных от математических функций по времени;\n",
    "        p - массив параметров СКВИДа;\n",
    "        t - временной параметр.\n",
    "        '''\n",
    "    # Задаем значения параметров модели\n",
    "    beta_c = p[0]\n",
    "    beta_L = p[1]\n",
    "    n = p[2]\n",
    "    Icurr = p[3]\n",
    "    ph_ext = p[4]\n",
    "    # S массив, который содержит значения функций\n",
    "    ph1 = S[0]\n",
    "    V1 = S[1]\n",
    "    ph2 = S[2]\n",
    "    V2 = S[3]\n",
    "    # Задаем правую часть системы уравнений\n",
    "    dph1 = V1\n",
    "    dV1 = (1./beta_c) * ((Icurr/2.) - V1 - np.sin(ph1)\n",
    "                         + (1./(2.*beta_L)) * (ph2-ph1+2*np.pi*(n-ph_ext)))\n",
    "    dph2 = V2\n",
    "    dV2 = (1./beta_c) * ((Icurr/2.) - V2 - np.sin(ph2)\n",
    "                         - (1./(2.*beta_L)) * (ph2-ph1+2*np.pi*(n-ph_ext)))\n",
    "    # Передаем правые части уравнений в массив dS\n",
    "    dS[0] = dph1\n",
    "    dS[1] = dV1\n",
    "    dS[2] = dph2\n",
    "    dS[3] = dV2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "4ee7462f-6ad6-4ae5-8957-be426ac7ae3e",
   "metadata": {},
   "outputs": [],
   "source": [
    "funcptr = rhs.address  # указатель ODE функции"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c4340937-6c8c-48cf-bba7-aa9987ef88a9",
   "metadata": {},
   "source": [
    "Создаем массив значений параметров модели"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "26b5cbe1-f65c-415d-a699-a8bf70fc3c63",
   "metadata": {},
   "outputs": [],
   "source": [
    "beta_c = 0.1  # Параметр МакКамбера\n",
    "beta_L = 1.0  # Безразмерная индуктивность\n",
    "n = 0.0  # Число квантов потока\n",
    "Icurr = 2.0  # Значение внешнего тока I\n",
    "ph_ext = 0.5  # Значение потока внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cac28e5f-69b9-4a5c-a4be-386dc8b00dbc",
   "metadata": {},
   "source": [
    "Создаем массив data, в который записываем параметры модели"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "45d4502e-2cf6-459f-b7f6-7e1376439610",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.1, 1. , 0. , 2. , 0.5])"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = np.array([beta_c, beta_L, n, Icurr, ph_ext])\n",
    "data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fb9e6d84-d662-461d-84bd-00bb00dd4d90",
   "metadata": {},
   "source": [
    "Создаем равномерную сетку по времени $\\left[0, T_{max} \\right]$ в виде массива"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "53a1b4cc-342f-4cde-a346-90b20e4d35c0",
   "metadata": {},
   "outputs": [],
   "source": [
    "t0 = 0  # Начальное значение времени\n",
    "Tmax = 150  # Максимальное значение времени\n",
    "deltat = 0.05  # Величина шага по времени\n",
    "nt = int((Tmax-t0) / deltat)  # Количечство значений в интервале времени"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "df43f13a-01d1-4e49-bf57-58e86e0e167b",
   "metadata": {},
   "outputs": [],
   "source": [
    "time_array = np.linspace(0, Tmax, num=nt)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4d7bb943-3a02-46cc-b026-f27ad71780d4",
   "metadata": {},
   "source": [
    "Создаем массив начальных условий"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "09b59021-3f50-4c4a-8d14-7c9c2fd051b8",
   "metadata": {},
   "source": [
    "Задаем значения $\\varphi_1(t_{0})$, $V_1(t_{0})$, $\\varphi_2(t_{0})$, $V_2(t_{0})$ в начальный момент времени"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "55ae4cdd-1aa8-423f-874c-36ce29b5e5ea",
   "metadata": {},
   "outputs": [],
   "source": [
    "s0 = np.array([0, 0, 0, 0])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d73773d3-f83b-49a3-b9be-09ab7dd0d59a",
   "metadata": {},
   "source": [
    "Численно решаем задачу Коши методом LSODA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "70a9446e-49a5-4625-ac0b-950088c4a28b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 109 ms, sys: 940 μs, total: 110 ms\n",
      "Wall time: 110 ms\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "usol, success = lsoda(funcptr, s0, time_array, rtol = 1e-8, atol = 1e-8, data = data)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9d399453-4ad1-42b0-be23-e6692080a5f0",
   "metadata": {},
   "source": [
    "Извлекаем из массива решений значения напряжения $V_1(t)$ и $V_2(t)$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "c6be8123-b218-4705-b87c-ec08662071f5",
   "metadata": {},
   "outputs": [],
   "source": [
    "V1time = usol[:, 1]\n",
    "V2time = usol[:, 3]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4134abd6-35f5-4b16-8efd-309d1d9208cc",
   "metadata": {},
   "source": [
    "Строим графики зависимости напряжения на каждом ДП от времени:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "9b16e949-56a1-4b15-8908-d7f3ff0c8bb7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(2, 1, figsize=(8, 8))\n",
    "\n",
    "axes[0].plot(time_array, V1time, 'b-', linewidth=1.75)\n",
    "axes[0].set_xlabel('time')\n",
    "axes[0].set_ylabel('$V_1$')\n",
    "axes[0].grid(True, alpha=0.3)\n",
    "\n",
    "axes[1].plot(time_array, V2time, 'r-', linewidth=1.75)\n",
    "axes[1].set_xlabel('time')\n",
    "axes[1].set_ylabel('$V_2$')\n",
    "axes[1].grid(True, alpha=0.3)\n",
    "\n",
    "fig.suptitle('Рис. 4. Временные зависимости напряжений\\n'\n",
    "             'на джозефсоновских переходах',\n",
    "             fontsize=16, y=0.02)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cc9657bb-af29-4d85-9fed-35fd170db8da",
   "metadata": {},
   "source": [
    "### 2.2. Алгоритм нахождения вольт-амперной характеристики (ВАХ) СКВИДа\n",
    "\n",
    "Для вычисления ВАХ необходимо временные зависимости напряжения $V_1(t)$ и $V_2(t)$ усреднить по отдельности и вычислить среднее от полученных $\\bar{V_1}$ и $\\bar{V_2}$. В результате получим среднее значение напряжение $\\bar{V}$ СКВИД-а."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "660f2f3d-0ea0-40ef-b178-22a084bf6f5d",
   "metadata": {},
   "source": [
    "Функция усреднения напряжения "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "88cac2c1-4379-4d85-9de2-18d86f854874",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def averageV_new(ntmin, nt, deltat, V1, V2):\n",
    "    ''' Функция для вычисления среднего значения напряжения.\n",
    "        Возвращает среднее значение напряжения для заданных\n",
    "            временных зависимостей напряжения на первом и втором ДП;\n",
    "        ntmin-номер шага по времени, соответсвующий\n",
    "                нижнему пределу интегрирования;\n",
    "        nt - количество точек по времени, в которых найдены решения;\n",
    "        V1 - временная зависимость напряжения первого ДП;\n",
    "        V2 - временная зависимость напряжения второго ДП.\n",
    "        '''\n",
    "    Vav1 = np.mean(V1[ntmin: nt])\n",
    "    Vav2 = np.mean(V2[ntmin: nt])\n",
    "    Vav = (Vav1+Vav2)/2\n",
    "    return Vav"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e0ef4771-14a5-4173-aa59-78b149217832",
   "metadata": {},
   "source": [
    "Создаем функцию, которая вычисляет одну точку ВАХ, т.е. выполняет следующие операции:\n",
    "\n",
    "* принимает начальные условия и значения параметров модели;\n",
    "* решает численно уравнения систему уравнений (6);\n",
    "* используя ранее созданную функцию, *averageV_new*, усредняет напряжение;\n",
    "* возвращает среднее напряжение и начальные условия для вычисления следующей точки ВАХ."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "75e94e9f-c337-41be-8810-3c8fd6dd8fd9",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def cvcpoint_new(s0, beta_c, beta_L, n,\n",
    "                 Icurr, ph_ext, nt, ntmin, t0, deltat):\n",
    "    ''' Функция для вычисления одной точки ВАХ.\n",
    "        Возвращает для заданного значения тока вычисленное среднее значение\n",
    "            напряжения при заданных значениях параметров.\n",
    "        s0 - массив начальных условий;\n",
    "        beta_c, beta_L, n, Icurr, ph_ext - параметры модели;\n",
    "        nt - количество точек по времени, в которых найдены решения;\n",
    "        ntmin - номер шага по времени, соответсвующий\n",
    "                нижнему пределу интегрирования;\n",
    "        t0 - начальное значение времени;\n",
    "        deltat - шаг по времени.\n",
    "        '''\n",
    "    data = np.array([beta_c, beta_L, n, Icurr, ph_ext])\n",
    "    t_e = np.linspace(t0, nt*deltat, nt)\n",
    "    # численное интегрирование методом lsoda\n",
    "    usol, success = lsoda(funcptr, s0, t_e, rtol=1e-8, atol=1e-8, data=data)\n",
    "    # извлечение результатов из массива usol\n",
    "    ph1time = usol[:, 0]\n",
    "    V1time = usol[:, 1]\n",
    "    ph2time = usol[:, 2]\n",
    "    V2time = usol[:, 3]\n",
    "    # вызов функции нахождения среднего напряжения\n",
    "    Vav = averageV_new(ntmin, nt, deltat, V1time, V2time)\n",
    "    return np.array([Vav, ph1time[nt-1], V1time[nt-1],\n",
    "                     ph2time[nt-1], V2time[nt-1]])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e2665343-e7a8-4e2d-a160-77ed843e8afb",
   "metadata": {},
   "source": [
    "Функция вычисления ВАХ:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "601c74bf-0fbb-43ac-9e0e-860d2b6c1c56",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def comput_vax(s0, beta_c, beta_L, n,\n",
    "               Icurr, ph_ext, nt, ntmin, t0, deltat, a, deltaI):\n",
    "    ''' Функция для вычисления однопетлевой ВАХ.\n",
    "        Возвращает для заданного значения параметров массив\n",
    "            значений тока и вычисленного напряжения.\n",
    "        s0 - массив начальных условий;\n",
    "        beta_c, beta_L, n, Icurr, ph_ext - параметры модели;\n",
    "        nt - количество точек в интервале времени, в которых найдены решения;\n",
    "        ntmin - номер шага по времени, соответсвующий\n",
    "                нижнему пределу интегрирования;\n",
    "        t0 - начальное значение времени;\n",
    "        deltat - шаг по времени;\n",
    "        deltaI - шаг по току.\n",
    "        '''\n",
    "    Vplot = []\n",
    "    Iplot = []\n",
    "    while Icurr < 100:\n",
    "        res = cvcpoint_new(s0, beta_c, beta_L, n,\n",
    "                           Icurr, ph_ext, nt, ntmin, t0, deltat)\n",
    "        Vav = res[0]\n",
    "        s0 = res[1:]\n",
    "        Vplot.append(Vav)\n",
    "        Iplot.append(Icurr)\n",
    "        Icurr += a*deltaI\n",
    "        if (Icurr > Imax):\n",
    "            a = -1\n",
    "        if ((Icurr < 0) and (a == -1)):\n",
    "            break\n",
    "    return np.column_stack((np.array(Iplot), np.array(Vplot)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0dfa942a-751f-4b04-a895-dde1765064e1",
   "metadata": {},
   "source": [
    "Задаем значения параметров модели СКВИД для вычисления ВАХ"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "e0d3be1a-6494-42ad-ba5a-4f0c07a1cbfc",
   "metadata": {},
   "outputs": [],
   "source": [
    "beta_c = 25.0  # Параметр МакКамбера\n",
    "beta_L = 1.0  # Номированная индуктивность\n",
    "n = 0  # Число квантов потока\n",
    "ph_ext = 0.0   # Значение потока внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "f144f701-80cd-462c-9170-470657dbb1a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "Tmin = 50.0  # Начало интервала для интегрирования для усреднения\n",
    "ntmin = int(Tmin/deltat)  # Порядковый номер значения времени начала усреднения"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "086cc70b-9c9c-4617-a2bb-4ab55289dacd",
   "metadata": {},
   "outputs": [],
   "source": [
    "deltaI = 0.0005  # Величина шага в интервале по току\n",
    "Icurr = 0.0  # Начальное значение тока\n",
    "Imax = 2.7  # Максимальное значение тока\n",
    "a = 1  # Параметр направления расчета"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "f780ae99-8ea9-48ea-b38a-9059fe96cd27",
   "metadata": {},
   "outputs": [],
   "source": [
    "s0 = np.array([0.0, 0.0, 0.0, 0.0])  # Массив начальных условий"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0f7f18ad-b605-47cf-b0bd-8cd14b80817d",
   "metadata": {},
   "source": [
    "Вычисляем ВАХ"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "89b5ee67-6bc7-4faf-8bb0-832a43d580c9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.832197427749634\n"
     ]
    }
   ],
   "source": [
    "start = time.time()\n",
    "res = comput_vax(s0, beta_c, beta_L, n,\n",
    "                 Icurr, ph_ext, nt, ntmin, t0, deltat, a, deltaI)\n",
    "end = time.time()\n",
    "\n",
    "print(end-start)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "38d9e8b4-199b-4eab-9ea2-e464a50db48b",
   "metadata": {},
   "source": [
    "Строим графики ВАХ для случаев увеличения (прямой ход) и уменьшения (обратный ход) тока."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "dc553614-7775-4d3d-b8d8-15e6b26fe1d0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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+ZcuW9sUXX9iRI0dcbfratWtdic0VV1xhp556as7jduzY4c4k1KpVK9f0XudXBe9oS01NtV27drn6fdXRAwCA/HTxpoX/vZjT/G+32vGMogN8zeqV3IWc+nRubC1PqpVwJTShIHnAF9Qyr2Em1TrfoUMH1+lVnVw1gk2g9PR0F6jz1sUrzKum/pRTTsn522OPPeZC/0033eR+14g4L7zwgr311lvudx0s/Oc//3HPp/KdevXq2dNPP53rOUTPq9Ikb94AAOBHKvW9e8ws27T9YMirpGrlZOvVoZEbC/60U+pYeVrgC0XyiGO3/KJTmSuziUYnWNXEq0b90UcftRo1auR6nMK56v019nvVqlVzldmo82tg2F65cqUNHz481+86A+DRvJYtW+YCfI8ePewPf/iDu68x7ANpeSpWrGjVqlWL+PUBABAvMjKz7FePTrXd+4+GPE2F5CTr1ra+9encxE5v49+rsZYGwnwcU0lLzw6NitkBtkKpd4CVFi1auCC+YsUKN4a8at81Yk1ezZo1cz83btzowrscOHDANm3aZGeeeWauxyq8Bw51qd87d+6c87s63N54443uwlDeyDVqzc9r8+bN+VrrAQBIJJmZWfb8+KU29cuNIU+jTqsdT6njRqHp2aGhVa1cIabLGK8I83FOATrcCyX8GOaTohrmi0st3yeffLK9++67rpxFpTB5h54UbxSbpUuX5oR5ldjoNQV2ftWFpXTA0qRJk1xh/rLLLsv5XSU9o0aNyvl99+7d+WrxVfqjEhxGsgEAJBp9t67fut8+X7TZJnyee5CKwjRrWMPOaF3Tzmhd205pfmLQ73OEjjAP3/BGtBk0aFCuFvRADRs2tNNPP90+/fRTd0GngkayUQmNWtO9A5W0tDT33F5nWnVoVXjXsJieqVOn5rTSe+bPn+9a/tVqDwBAIti844B9umCTzVn6g23dFdrFnKR7uwZ23aD2Vq9WFdu2bVtMlzGREObhG3/5y1/crSiqg7/zzjtd63v9+vXt2muvdbdACvEaGccrKXrkkUdcB9cTTjghp8RGnWgnT55sgwcPtkmTJrkWeD0u0IQJE9yBRSyGvAQAoKz4Ie2gzVy8xT5buMl+SAs9wMvPzmxmN1x8Wq6z2ogewjziji4gpRFvXnrpJXvwwQeDPqZbt24uvJ933nnWuHFj69ixo+s061GYV02+ruw6evRoF9ZfffVVN4KOR3X5H3/8sb322msl8roAAChJ6sDqXY119aa9YU17fq+T7cZLOsZs2fA/hHnEHbW6qwV9+vTp7ug/WC2eavDVkbYgKsNp3759vpb4QLqi7MiRI11ZDwAA8XM11q02a8lmW/Z9mmWFcC0nlc10bVPfzuzQyE47tU6Z6GuXSAjziEsaYjJwmMlwKcxfdNFFhT5Gw1XqBgCAnx0+etzmfbPNXTn+q+92WGYICb5alQr2ky5NbMAZJ1mLxicQ4EsRYR4IQp1hmzdvzroBAMSlo+kZNvebrW4kmq+/32kZmUUH+BNSKtpZHRtb706NrfXJtYs15DSihzAPBLFo0SLWCwAgrqQfz3SlM1+t3OE6sh488uM1ZQpTpVKyGwNeF3PqeCpXYy2LCPMAAABxfDXWR1+db4u+2xHyNBWTk+z0tvXt7E5N3M9KXI21TCPMAwAAxBENu3ztI59Y2r6jYU3XpXU9O6tjI+t1WiOuxuojhHkAAACfU6fVlyZ8bR/PXR/WdB1a1LFubetb746NrW6tKjFbPsQOYR4AAMCnLfDrftjvxoGf8Pn3IU/XvPEJ7mqsfbo0scZ1U2K6jIg9wjwAAICPbE07ZDMXb7YZizfbpu0HQ56ufu2qds/w0+3UE2vFdPlQsgjzAAAAZdyeAz9ejXXmV1ts5cY9YU37q4va2aCzWzAWfJwizPucrrKmm061ZWRkuCubomzRdgncVgAAhHo11gXLt9mMr7bYktU7LSuUy7H+l4aTvHd4N0tiLPi4R5j3OYVDBfj09HTbsmWLNW7c2JKTi7dZdWCQlZXl7usnAbR4QV7bRbSdWJcAgKKuxqoa+MlfrLf1W/eHtLLUcVXjwPfu2MhaNKnJCk4whPk40KhRI9u4caMdPXrU1qxZE5XnVKAXwmd0lC9f3m0nAADy2n/omH08d52t3bLP5n2zLaQW+BrVKrrwrk6srZvWpgU+gRHm40DlypXtpJNOsh9++MGOHTuWE8Qj5ZXsiFr5CfTFP3OiIK/tBACAdzGnIXd/GNbKqFyxvPVo39AF+E4t61py+SRWJgjz8UJBsXnz5i6IFzfMq7Rm+/bt7n79+vUtKYkPi0hRJw8A8Oj7+V8z19grH3wb1ko5o20DO6tzY+vRroFVrkQ7LHLjHRFnohUevedQkCfMAwAQeYBftibNZi35wY1Gc+jI8SKnUZ/VGtUq2U+6NrGhA1paSlUGt0DBCPMAAABRDvDfrNllC1Zsd6PRbN4R+ljwN/+8oxuJ5oSUSmwThIQwDwAAEAWbdxywzxZttk8XbLRd+46GNe1NP+9o5/U8me2AsBHmAQAAIrRt1yF3JdbZS34IeShJz2+u6GJ9u57IukexEOYBAADCsO9gugvwMxdvsZUbQrsaa+O6KTbgjJPstFPqWMuTarG+ETWEeQAAgCIcPHLcpsxdb18s+8G+37wv5KuxqnTmrE6NrX2LVIZ6Rkz4Pszv2rXLvv76a3dbtmyZu+3du9f975ZbbrFbb701qvM7dOiQjRs3zqZMmeIu1JSZmWlNmjSxfv362fDhwy01NTWq8wMAAKV3NdYFy7e7UWjmf7stpGlqVa/kwnu75qnWvX1DK6+haYAY8n2Y79WrV4nNa926dTZixAjbsGFDrr+vWrXK3caPH2/PP/+8derUqcSWCQAARM/R9AwX3lVC883aNMvILLoFvnrVCta7Y2M7u3Nja9MslQCPEuX7MB+oYcOG1qJFC5s9e3bUn/vgwYN2ww03uCCvMdivuOIKGzhwoLtC6qxZs2zs2LGWlpZmN954o02YMMEtCwAAKPsOHj5ml4/8OKxpKlbQ1VgbuA6sHU+taxWSucAiSofvw/zNN99sHTp0cLc6derY5s2brX///lGfj8L6+vXr3f3777/fldR4unbtau3bt3fLsnv3bnv66aftiSeeiPoyAACA6MjMzLLBd38Y1jRJSeXs1BNr2rk9TrYzOzayKlyNFWWA78P8bbfdFvN5HDt2zNXJS8uWLe2qq67K95gBAwZYnz59bMaMGfbBBx/YXXfdZXXr1o35sgEAgNBkZmXb1X/8j+07eCzkVaaa944t61qXVvXs7E6NrVaNyqxulCm+D/MlYf78+XbgwAF3f9CgQQX2Rh88eLAL81lZWTZ9+nQbOnRoCS8pAADIezXWr79Ps9+/+EVYKyb1hMr2836nWr/TT7SqlSuwUlFmEeZDsGjRopz73bp1K/Bxgf/TNIR5AABK72JO6siqK7Ju2v5jg1yoRt10pnVoUSdmywZEE2E+BGvXrs2537x58wIfp7Ka6tWru1b8wGkAAEDs7TlwzOavXGOzlv5gqzf9OEx1qK7+WVvXEg/4DWE+BNu2/Ti2bNWqVV1YL0yDBg1cmPemifapQpXwxJrmoXl591G2sb38g23lL2wvf22rGUt32DvTN7q6+FCd0/0ku+mS03LKZ/nOKxnsW0XzclgoCPMhXijKC/NFqVKlSq5poun48eMxOUgI9gbSUJyegvoIoGxge/kH28pf2F7+cex4pr0/Y1NIQf6c0xvYkLObWNJ/v9u2b99eAkuIQOxboWW+UBHmQ5Cenu5+VqhQdAeYihUr5poGAADE1oHDxy39eP4zySlVkq3LqbWsW+vadkqT6jkBHognhPkQVKpUKeSjJA1jGThNNOlgQmU8sRZ4mrF+/fqWlMSFMMoytpd/sK38he3lIxX+dzbZc89VXe2Mdg0suTzfYWUN+1bR9u7daxkZGSE8kjAfkmrVqrmfhw8fLvKxR44cyTVNNKncpaSCtVdao/kR5ss+tpd/sK38he3lD+XK5f9u7NqmgVWsQJtlWcW+VbhwSpw5XA2B1xquMO+NN18Qr6ZdLdoAAKB0UFCDREGYD0HgcJSFDTmZlpaWE/ZbtGgRje0DAAAiQZpHgiDMh6BLly459xcuXFjg4xYsWBB0GgAAUDaG8QPiDWE+BD169LCUlBR3f9KkSQV+aEycOPHHlZqUZP369YvmdgIAAAUI9rXMsMpIFIR5M3vuueesVatW7jZhwoSgw01eeeWV7v6qVavszTffzPeYadOm2YwZM9z9Cy64wOrVqxf7rQcAAIKiygaJwvfdvFX2snHjxpzf9+zZk3N/xYoVucK5Lvp07rnnRjSf6667ziZPnuzmNWrUKNuwYYMNHDjQkpOTbebMmTZ27Fj3uJo1a9odd9xRrNcEAAAAJESYHz9+fE55S16ffvqpu3kaN24ccZivXr26vfjiizZixAjbtGmTjRs3zt0Cpaam2pgxY9x8AABAyQhW/sr1oZAofB/mS5JGqFHNvEL8lClTXCu9LnzQqFEj69+/v1199dUu0AMAgJITvCcbhTZIDOWy6QJe5qlcSGPcq0yoTZs2MZ+fDlC88fI1xj4XjSrb2F7+wbbyF7aXf2zavt9uevKzXH+b+OSFXP21jGLfim72owMsAADwNUamRCIjzAMAAJ8LUjNfKssBlDzCPAAAiL+WeXrAIkEQ5gEAQNyhZR6JgjAPAADicDQbIDEQ5gEAQNyleapskCgI8wAAwNeyg3WAJc0jQRDmAQAAAJ8izAMAAF9jnHkkMsI8AADwtzxVNlTYIJEQ5gEAQFzVzDMsJRIJYR4AAMQXmuaRQAjzAADA16iZRyIjzAMAgLhCmQ0SCWEeAADEFapskEgI8wAAwNey89XZ0DaPxEGYBwAAvpb/+q9A4iDMAwAAX8vbME+ZDRIJYR4AAMQVimyQSAjzAAAgvtA0jwRCmAcAAHHWARZIHIR5AADga/nGsqHOBgmEMA8AAOIKWR6JhDAPAAD8jdFskMAI8wAAwNeomUciI8wDAABfy9/9lUIbJI6Qw/zBgwdjuyQAAABRQAdYJJKQw/zAgQPtvffei+3SAAAAhIuRKZHAQg7zu3btsgcffNAuvvhiW7BgQWyXCgAAIETZedI8RTZIJGHXzK9YscKGDx9ut99+u23evDk2SwUAABCifNeMos4GCSTkMP/6669bmzZtXI9x3T755BP72c9+Zk899ZQdPnw4tksJAAAQIlrmkUhCDvPdu3e3CRMm2OjRo61+/fou0Kenp9vLL7/s6uknTZoU2yUFAAAAULwymyFDhtiUKVPslltusSpVqrhQv3PnTrvvvvvs0ksvtcWLF4f7lAAAAFEbZ54qGySSiMaZr1y5sgvzKrVRh9ikpCS3I33zzTd2xRVX2F133WXbtm2L/tICAADkwTjzSGTFumhU3bp1bdSoUa78pkePHjn19B999JGdd955NmbMGFeKAwAAUFJomUciicoVYFu3bm2vvfaavfDCC9a8eXMX6I8cOWLPP/+8q6dXuAcAACiR0WyABBKVMO/p27evffjhhzZy5EirVauWC/Xbt293ZTeXX365LVu2LJqzAwAAyIeWeSSSqIZ5KV++vA0bNsymTp1q1157rVWoUMGF+iVLltjQoUNdR9kdO3ZEe7YAAABOOQanRAKJepj3pKSk2N13322TJ0+2c8891wX6rKwsN4Slfn/ppZfs2LFjsZo9AABI0NFsyPJIJDEL854mTZrY008/bW+99ZZ17NjR7XC6yJT+dv7558d69gAAIM5RM49EFvMw72nfvr398Y9/tP79+7vfFeq3bNlSUrMHAAAJgivAIpEkR/sJMzIybN26dfb999+72+rVq93PjRs3WmZmpntMuXLl8p8SAwAAiAI6wCKRRBzmFczXr1+fE9a9nxs2bMgJ7YGChXeNUw8AAFAc+TMGbfNIHCGHeV3t1QvsuinIqxU+lNBerVo1O/XUU61ly5a5bjVr1iz+KwAAAAmNc/1IZCGH+dtuu82VxxQW2pOTk61Zs2YuqLdq1cr9VIhv3Lhx9JYYAAAgUN7BbGiYRwIJq8zGC/AK9QroeVvaFeQV6AEAAEoLWR6JJOTkfeWVV+Zqba9atWpslwwAACAE2TTNI4GFHOZ///vfx3ZJAAAAIsAAeUhkJTbOPAAAQEmgZh6JhDAPAADiCjXzSCSEeQAA4Gv5h5knziNxEOYBAEB8dYAFEkjcjCP53Xff2bhx42zu3Lm2c+dOS0lJcSPvDBkyxC666KJcY+SH695777WJEyeG9NiVK1dGPB8AAFD8lnna5ZFI4iLMv/XWW/bYY4/Z8ePHc/6Wnp7ugr1uH374oY0ZM8YqV65cqssJAABijyobJBLfh/nPP//cHn74YcvKyrJ69erZjTfeaO3bt7ddu3a5lvrZs2fbrFmz7L777rOnnnqqWPPS87/yyitRW3YAABAF+VrmaZtH4vB1mFdL/KOPPuqCfI0aNeztt992V6b19OnTx26//Xb75JNPbPLkyTZ06FDr0aNHxPOrUKGCK90BAABlBzXzSGS+7gA7depU27Rpk7t/ww035ArykpSUZCNHjrTk5B+PWV599dVSWU4AAFCSo9mwtpE4fB3mp02b5n6qc+vgwYMLLI3p1auXu6/6+YMHD5boMgIAgJJFlkci8XWYX7RokfvZrFkzS01NLfBx3bp1cz+PHTtmy5YtK7HlAwAAAGLJtzXzhw4dsm3btrn7zZs3L/Sxgf9fu3at9ezZM6J57tmzxy6//HJbvXq1HT161GrWrGlt27a1AQMGuDMDFStWjOh5AQBA5LLz1Nkwmg0SiW/DvBfkpUGDBoU+tn79+kGnC9fhw4ftq6++yvld49nPmDHD3caOHWvPPvustW7d2mL5YaXOvrGmeXgfjCUxPxQP28s/2Fb+wvbyb5gXvr/KLvatyN7Tcdky76lSpUqhj61atWquQB4u1eR37tzZ+vbta+3atbPatWvbkSNHbMWKFfbOO+/YqlWrbMOGDXbNNdfY+PHjrUmTJhar0XuKczASzhsosG9BcS64hdhje/kH28pf2F7+sWfv3ly/Z2Zmlsj3JSLDvlW0wGsnxW2YV/174JCRhQksf1F5TLg0Rr2Gvsyra9eudtlll9mDDz5o77//vivD0VCZL774YtjzAAAAAMLl2zAfGNCLOnoJDP6RXAU2WJD3aNhLXbRqyZIltmbNGvvss89s69at1rBhQ4s2HbQUVVIUDYGnJlWipCE+UXaxvfyDbeUvbC//OGFrRr7v5pL4vkRk2LeKtnfvXsvIyP2+jrswX61atZz7KnkpTGBpTWDJTbToQ+OSSy6xJ5980v2+cOFCu/DCC6M+H5W7lFSw9kprND/CfNnH9vIPtpW/sL38oVye78aS/L5EZNi3ChdOibNv3+nhdGrdvn17zv1YHamfcsopQecHAABii9FskMh8G+ZTUlJygrmGmyxM4P+LGsayJHodAwCAKH4HszKRwHwb5qVLly7u57p162zXrl0FPk5lL17NeYcOHWKyLKqX99StWzcm8wAAAEWnecZgQyLxdZjXxZq8VvFJkyYFfcyOHTtszpw57r4uFqUW/WhTBwWNZpP3irMAAKDkMaQyEomvw/w555yTM6b7Sy+9ZFu2bMnXW/qRRx7J6Q187bXX5nuO5557zlq1auVuEyZMyPf/pUuXuotDFUTPraEpvZb5Pn36WKNGjYr92gAAQGiyKbRBAvPtaDZe2cwDDzxgN910k+3bt8+N+a77urDT7t277c0337TZs2e7xw4cONC1zIdr5syZ9vLLL7uQrunV0VVDVWoEneXLl+dcNEpq1qzplgcAAJQcuq0hkfk6zEu/fv1s5MiRNnr0aFdS89BDD+V7TO/eve2JJ56IeB4ap37q1KnuVhB1rH3qqaesadOmEc8HAABEoWaeonkkEN+HeRk2bJi7Gusbb7xh8+bNc2Uxqo1v2bKlDRkyxAYNGhRx/dzFF19stWvXdheFUgu8OtpqIH+dFdDfdRZA5T5q+S/qSrQAACD2ytEFFgkkLsK8tG7d2kaNGhX2dLfeequ7FaRx48buYEE3AADgg5p5WuaRQHzdARYAAICaeSQywjwAAIgr1MwjkRDmAQBAXKHKBomEMA8AAOKrzIameSQQwjwAAPA1LhqFREaYBwAA/sZgNkhghHkAABBXqLJBIiHMAwAAX8tXMk8XWCQQwjwAAPC1bAaaRwIjzAMAgPjC2JRIIIR5AAAQV8jySCSEeQAA4Gt5q2zK0QMWCYQwDwAAfI2aeSQywjwAAADgU4R5AAAQX0NTUjSPBEKYBwAA8ZXmgQRCmAcAAHHWMk/TPBIHYR4AAADwKcI8AACIq9FsaJhHIiHMAwAAAD5FmAcAAPF10SiuAYsEQpgHAABxhTIbJBLCPAAA8LVsxqZEAiPMAwAAf2OceSQwwjwAAPA1rgCLREaYBwAAcYUOsEgkhHkAABBX48wzmA0SCWEeAAD4GzXzSGCEeQAAEF8186W0HEBpIMwDAIC4Uo6B5pFACPMAAMDX8pbM0zSPREKYBwAAvsZFo5DICPMAACCuUDOPREKYBwAA/pZ3ZEpq5pFACPMAAMDXGJkSiYwwDwAA4uuiUUACIcwDAIC4QpUNEglhHgAAxJVydIFFAkku7QUAAKAsevPNN2316tXWqlUrO+uss6xp06Z0rCyj8lbZ0DKPREKYBwAgiNmzZ9vYsWNzfq9Ro4a1a9fO2rdv724dOnRwP+vWrcv6K2WMM49ERpgHACAE+/fvt7lz57pboHr16uUEfO+m0K/wDwCxRpgHAKAYduzYYdOnT3e3QCeddFK+kN+6dWurUqUK6zvaKLNBAiPMAwAQAxs3bnS3yZMn5/wtKSnJTjnllFxlOrrpb8nJfCVHr2aea8AicfDJAQBACcnKyrJVq1a524QJE3L+XrFiRWvTpk2+lny17usAAIVjlHkkMsI8AACl7NixY7Z06VJ3C5SSkpKr063Xoq86fVqfAQhhHgBKSEZGhh04cMDdr1q1Ki2uPgjYpe3gwYM2f/58dwtUp06doJ1ua9asaQkpT50NVTZIJIR5ACghc+bMsX79+rG+UWxpaWn2+eefu1vezriJOFQmZTZIZBTiAQCA+OoAyxVgkUAI8wBQQipXrmwnnngi6xsxoSvUMiLOfzGYDRIIZTYAUEK6d+9u8+bNc/cbNGhAzXwZd/311+e6AmxZUb9+/Xz18m3btk3oi1TlvQIsWR6JhDAPAEAZpHCeN7Trlog18UWiaB4JjDAPAEApl1+pZT1vaG/SpAnDT0aY5Rm2E4kkbsL8d999Z+PGjbO5c+fazp073di8LVu2tCFDhthFF10UlR370KFDbh5TpkxxV/XLzMx0H7YanWL48OGWmpoaldcCAIg/5cuXd99Lea/+2rx5c/c/RA9lNkgkcRHm33rrLXvsscfs+PHjOX9LT093wV63Dz/80MaMGeNaPyK1bt06GzFihG3YsCHX370r+Y0fP96ef/5569SpU7FeCwDA/5o1a5avpb1Vq1ZWqVKl0l60uJSdfzgbIGH4PsxrjN2HH37YXSJbV8S78cYb3Yfmrl27XCv67NmzbdasWXbffffZU089FfFFO2644QYX5NXCf8UVV9jAgQPdqAF6bnWQ0pi/mrcuz92wYcOov04AQNmjz/tgnVF1dhgASoKvw7xa4h999FEX5NVR6O2337bGjRvn/L9Pnz52++232yeffGKTJ0+2oUOHWo8ePcKej8L6+vXr3f3777/fldR4unbt6j68b775Ztu9e7c9/fTT9sQTT0TpFQIAygJdWTVYZ1TKK8smxplHIvF1mJ86dapt2rTJ3VfLeWCQl6SkJBs5cqRNnz7dXUb91VdfDTvM63LeauEX1TpeddVV+R4zYMAAd+AwY8YM++CDD+yuu+5itAEA8LnLLrvM+vbt68pjVEJJXXvZla/KhjIbJBBfXzRq2rRp7qdKXwYPHhz0MSq96dWrl7uv+nmVzIRj/vz5duDAAXd/0KBBBXak9eavswQ6eAAA+JuC/E9+8hNXSsPoKD4bmZIwjwTi6zC/aNGinI5GhZ3q7NatW04r+7JlyyKaR+DzFDaPvNMAAIASbpoHEohvw7yGidy2bZu7r2G9ChP4/7Vr14Y1n8DHFzYfXcSjevXqEc0DAABEDw3zSCS+rZn3grx3WfSiLn0dbLpw5lO1atWcsF4QLYdKcsKdRzhDb6mMJ9YWr9xhb3/yne3ef8zKJy/nQ7EUhdTWlJ1tGZmZ7m5y+W8jLhbNN7RbrJXg7Eq6za6wdanrU0j58t+YH5X82yS7VF9b1n+3V1IcjANfktuuJLebHDmake9vJfF9icho23ifk2yn4n8nJ/u5Zd5TpUqVQh+rIO45fPhwRPMJfI6CeMsRuGzRHr0nVgcKnsNHM+zxN762o8d+/AIzS4/p/ADAH/53HROUfUePHon59yWKF1QD+zDSJyW/wGsnxW2ZjerfPRUqVCj0sRUrVsy5f/To0bDmo4tPhTKPwPl40/jRkWOZAUEeAAD/qV616O9sIF74tmU+MKAXdfQSGPzDvQqsd7W+UI6QvPnE6gp/OqAoqqSouOrXz7ZeHXbaF8u2xnQ+AADEwgkpFW1w3zbWoC4X7iqrAktrVAqtocSR2969e92w6nEd5qtVq5Zz/8iRI4U+NrC0JpRymWDzCaU8x1uOwGWLJp2GKok3/N1XdbUvv17rauZ1oZSkJLoSla7C1392dpbt3bPX3a9Zq6aVKxf5e6Skx2Yu6XdWiZ/KzTO77Kxs27Nnj7tfq1YtKxflfaskX128nxbXy9P22v3f7VU7Btsr1/xKcuvF4X6usg1duDE5OcnOOK2ZVa38vwY/lE3eZ4hyDWG+eJ+xvg3z4XRq3b59e879cFu29filS5e6MK/OrYV1gvWWI3DZ/PoGalq/mrvp9bOTlf0Wjm3bftzp2V5+2FY/dmpq0IDWKH9srx9bEBs0qMdnYZnfVj+WiFau6NtoA0TEt+c1UlJScoJ5UUNBhjq8ZHGGtUxLS8u5uFSLFi3CmgcAAACQUGFeunTp4n6uW7fOdu3aVeDjFi5cmFNz3qFDh4jmEfg8wSxYsCDoNAAAAECs+DrMDxgwIKdWbtKkSUEfs2PHDpszZ46737NnT9eiH44ePXrkTKN5FDTu58SJE91PlaT069cvrHkAAAAACRfmzznnHGvSpIm7/9JLL9mWLVvy1dA98sgjOb2Br7322nzP8dxzz1mrVq3cbcKECUFHzbnyyivd/VWrVtmbb76Z7zHTpk2zGTNmuPsXXHCB1atXL0qvEAAAACiYr3uJqGzmgQcesJtuusn27dtnl112mbvfrl0716tdwXv27NnusQMHDnQt85G47rrrbPLkybZx40YbNWqUbdiwwT1fcnKyzZw508aOHesep5Ff7rjjjqi+RgAAAKAg5bJL/Bru0fePf/zDRo8eXeBY8L1797YxY8YEvVKsWub1P9FzXHzxxUGfY82aNTZixAjbtGlT0P+npqa654lFvfySJUvcJeA1ykxRV7uNBr0lvHWpA6Z4H4LO79he/sG28he2l3+wrfyF7WUhDXeu9VS+fHnr1KlT/LbMe4YNG2Zdu3a1N954w+bNm2c7d+50de4tW7a0IUOG2KBBg4odSDVCjWrmx40bZ1OmTHGt9CrjadSokfXv39+uvvpqF+hjeXEFbdRQxruPplAvWICyge3lH2wrf2F7+Qfbyl/YXqFfYCuuW+bj3bJly1xLuTrXxurqsgAAACgb0tPTXZAPZSRGwjwAAADgU74ezQYAAABIZIR5AAAAwKcI8wAAAIBPEeYBAAAAnyLMAwAAAD5FmAcAAAB8ijAPAAAA+BRhHgAAAPApwjwAAADgU4R5AAAAwKcI8wAAAIBPEeYBAAAAnyLMAwAAAD5FmAcAAAB8ijAPAAAA+BRhHgAAAPCp5NJeAMTOd999Z+PGjbO5c+fazp07LSUlxVq2bGlDhgyxiy66yMqVK1fseRw6dMjNY8qUKbZx40bLzMy0Jk2aWL9+/Wz48OGWmpoaldcS72K5re69916bOHFiSI9duXJlxPOJd7t27bKvv/7a3ZYtW+Zue/fudf+75ZZb7NZbb43q/Ni3/LG92L+K75tvvrEZM2bYV199ZatWrbI9e/ZYhQoVrEGDBtatWzcbOnSotWvXzqKFfcsf24t9K3SE+Tj11ltv2WOPPWbHjx/P+Vt6eroLi7p9+OGHNmbMGKtcuXLE81i3bp2NGDHCNmzYkOvv2rl1Gz9+vD3//PPWqVOnYr2WeFcS2wrF16tXrxJbjexb/tpeiNywYcNs4cKF+f6uz8O1a9e627vvvmvXXHON3XPPPcVuhGLf8tf2QmgI83Ho888/t4cfftiysrKsXr16duONN1r79u1dS5Vaf2fPnm2zZs2y++67z5566qmI5nHw4EG74YYbXJDXznrFFVfYwIEDLTk52T332LFjLS0tzc17woQJ1rBhw6i/znhQEtvKo+d/5ZVXorbsiUzv5xYtWrjtE23sW/7aXh72r8js2LHD/VSr7rnnnutaduvXr2/Hjh2zBQsW2N///nd3RkU/9f1y1113RbyN2Lf8tb087FshyEZcOXbsWHb//v2zW7ZsmX366adnb968Odf/MzMzs2+55Rb3f93mzp0b0XyeeuqpnOd4/fXX8/1/6tSpOf+/++67I3498aykttU999zjpu/bt2+UljwxPfPMM9nTp0/P3rlzp/t906ZNOdvm2Wefjdp82Lf8tb3Yv4pnxIgR2ZMnT87OyMgI+v+NGzdm9+rVy223tm3but8jxb7lr+3FvhU6OsDGmalTp9qmTZvcfbWcN27cONf/k5KSbOTIke6IWV599dWw56EjcLUai+q6r7rqqnyPGTBggPXp08fd/+CDD1wdOEp+WyF6brvtNuvbt6/VqVMnZquVfctf2wvF9+KLL9p5551n5cuXD/r/E0880W666SZ3PyMjwz799NOI5sO+5a/thfAQ5uPMtGnT3E+VvgwePLjAU1ZePalqsnXqMRzz58+3AwcOuPuDBg0qsCbOm79KSKZPnx7WPBJBSWwr+Av7FpDfGWeckXNfAy2wb8X/9kJ4CPNxZtGiRe5ns2bNCh1JRnVuXmuFRnmIZB6Bz1PYPPJOg5LbVvAX9i0gv8DBAXTGkn0r/rcXwkMH2Dii4ba2bdvm7jdv3rzQxwb+X73Pe/bsGfJ89Phgz5NX3bp1rXr16q4VP3AalNy2CqThwy6//HJbvXq1HT161GrWrGlt27Z1JVE6M1CxYkU2TSlj3/Iv9q/YUcdKjxo/IsG+5a/tFYh9q2gcMsURLxx6Pc0Lo97nwaYLZz5Vq1Z1Yb0w3nKEO494V1LbKtDhw4fduMA6uFLLifoxaKxg1eVfcMEFbqx7lC72Lf9i/4oNDdP7xhtvuPsay1yND5Fg3/LX9grEvlU0WubjrLXXU6VKlUIfqyAeuKNEMp/A5yiItxyBy4aS21ZeTX7nzp1dZ0BdyKN27dp25MgRW7Fihb3zzjvumgAaYlTjAuvaALroF0oH+5b/sH/Flobk3bx5s7uvM4uBjRvhYN/y1/YS9q3QEebjiGqqPToiLkxgSYVKLsI98g5lHoHz8aZByW4r0Rj1NWrUyPf3rl272mWXXWYPPvigvf/+++5U5qOPPupGK0DpYN/yH/av2PnPf/7jxiuXk08+2e68886In4t9y1/bS9i3QkeZTRwJDH2BHVCKCpPhXlm0UqVKIc0jcD7eNCjZbSXBgrxHw17qolW6oI589tlntnXrVjZTKWHf8h/2r9hYvHixu4Kot46fe+65kM4GF4R9y1/by3uegvDdlRthPo5Uq1Yt577KKAoTWK4R7g7nzSeUkg9vOQKXDSW3rUKhD8VLLrkk5/dgl+pGyWDfij/sX+FTJ31de0NnItWA8cILL7hrmhQH+5a/tlco2Lf+hzAfR8LpKLl9+/aQO2Dm5T1eIdMbb74g3nIUp24uHpXUtgrVKaecEnR+KFnsW/GJ/St0upDetddea3v37nUliM8++6ydfvrpxd4G7Fv+2l6hYt/6EWE+jqSkpOR8YBU1FGSow3SFMlRiQdLS0nLCvlfGgZLdVqHKzs5m05QB7Fvxif0rNBphS8Fwx44dbnzyJ598MudK4sXFvuWv7RUq9q0fEebjTJcuXdzPdevW2a5duwp8nFdKoSPpDh06RDSPwOcpaqzZwGlQctsqVGvWrMl1fQCUDvat+MT+VTS17CoYelcMVV+e888/P2rbgH3LX9srVOxbPyLMxxlvTFcdrU6aNCnoY3QUPWfOHHdfFyBSK3E4evTokTON5lHQkfHEiRPdTx2x9+vXL6x5JIKS2FahyMjIcKPZhHJVX8QW+1b8Yf8KbdjIX//6126YXLn33nvt0ksvjep2YN/y1/YKBfvW/xDm48w555yTM074Sy+9ZFu2bMn1/6ysLHvkkUfcTiA6ss5LvdBbtWrlbhMmTAg6EsuVV17p7mtnfvPNN/M9Ztq0ae6CRKILEtWrVy9KrzB+lMS2Wrp0qTsVWhA9t4am9Fo3dIq0UaNGxX5tCI59y1/Yv2JPo3XdfPPN7rNKdP+Xv/xl2M/DvhVf24vvrvAwznycUSnGAw88YDfddJPt27fPjSOu+7pY0O7du13wnj17tnvswIEDXWtvJK677jqbPHmyO8U2atQod9EhPZ96l8+cOdPGjh3rHlezZk274447ovoa40VJbCtti5dfftmFdE2vzkIa7ksj6CxfvjznolHettLyoOByJ++Usmhcfo8uwBX4haRRh84999yIViX7ln+2F/tX8f3mN7+xuXPnuvu6sJ22g/eZFIwusnfiiSdGNC/2Lf9sL/at8BDm45BKWkaOHGmjR492ZRoPPfRQvsf07t3bnnjiiYjnUb16dXdxoREjRrje7OPGjXO3QKmpqTZmzBhr3LhxxPOJdyWxrdSSMnXqVHcrrHOYrtzXtGnTiOcT73R1XK90LK9PP/3U3Tx6z0ca5tm3/LW92L+KJ/BzSde50K0wZ5xxRtCzwaFg3/LX9mLfCh1hPk4NGzbMXeHzjTfesHnz5rlSC9Vba+zXIUOG2KBBg9ylkotDI9So1lshfsqUKa4VTKUhKtPo37+/XX311S7Qo/S21cUXX2y1a9e2JUuWuNYTdbT1hhDT33UWQOU+avkP5Yq+KBnsW/7A/uU/7Fv+wL4VnnLZjOsDAAAA+BIdYAEAAACfIswDAAAAPkWYBwAAAHyKMA8AAAD4FGEeAAAA8CnCPAAAAOBThHkAAADApwjzAAAAgE8R5gEAAACfIswDAAAAPkWYBwAAAHwqubQXAACAYFq1apVzf+XKlawkAAiClnkAAADApwjzAAAAgE8R5gEAAACfIswDAAAAPkWYBwAAAHyKMA8AAAD4FGEeAAAA8CnCPAAAAOBThHkAAADApwjzAAAAgE8R5gEAAACfIswDAAAAPkWYBwAAAHyKMA8AAAD4FGEeAAAA8CnCPAAAAOBThHkAAADApwjzAAAAgE8R5gEAAACfIswDAAAAPkWYBwAAAHyqXHZ2dnZpLwQAAACA8NEyDwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfIowDwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfIowDwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfIowDwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfIowDwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATyWX9gIAAKJjx44dtmjRItu1a5ft2bPH3X71q19Z48aNWcUAEKcI8wDgc2vWrLFHH33U5s2bZ1lZWTl/T0pKstNOO40wn8cbb7xhH3/8sb311lvu94yMDDv33HPtgQcesL59+5bsxgOAYiqXnZ2dXdwnAQAUn8L422+/bYsXL3at61WrVrUWLVrYwIED7fLLL7dKlSrlm2bdunU2dOhQO3DggF1zzTX2i1/8wpo2beqCPIL77rvvbMiQIdarVy9r27atLVy40P1t6tSpVqdOHVYbAF8hzANAKVPL8MMPP2zvvPOOC/BnnXWWC+QK6HPmzLGNGzfaySefbC+//LL7e6DLLrvMli5dan/5y1/svPPOK7XX4DeTJk2yF154wbZt2+bW6V133WVnn312aS8WAISNMA8ApeyJJ56wV1991Tp06GDPP/+81a9fP+d/mZmZ7m+6KXROmDDBUlJS3P9WrFhhgwcPtkGDBtmTTz5Ziq8AAFBaOA8LAKVo/fr19tprr1nNmjXtxRdfzBXkpXz58nbbbbfZBRdcYBs2bLBXXnkl539fffWV+9mqVSu79957rXfv3ta+fXvr06ePPfjgg7Z9+/Z88+vXr5+77du3z37/+9+7UhPV1f/85z+3Tz/9NN/j9RzPPvusK9/p2bOne35N/9BDD7lSoEBXXXWVW5aibs8995x7/ObNm3OWPRjv+QJpWv1t/vz5ha5XHfTocfrpKWx+o0aNylm+oqSnp9uFF15o7dq1syVLluT639GjR+3888936+nrr7/O9b/Vq1fbHXfckWs9ar579+4tcF6FrdPA1wYgcdEBFgBK0cSJE12nVYXlwuq1b7rpJvv3v/9t77//vt1+++3ub7t373Y///znP7vn6N+/vzVv3txWrlzpSnY+++wz18mzSZMmuZ7r2LFj9stf/tIFT7Xsq5zno48+sptvvtm18F900UU5j1U9+d///nfr0aOHC/0VKlSw5cuXu+edPXu2W/7q1au7x6oO/YwzzsiZ9ssvv3Q3/T1wRJ3Ax5QFa9eutX/+858hP159F7TOdQD029/+1v71r3/lnC1ROFeHZP1d6yvwwEsjC2ndqw+E1ocOBF5//XWbMWOG6ytRq1atAud5yy235NzXGZlgB14AEhNhHgBKkde6rtbawqgjbL169VxL+datW61hw4Y5nVxViqNSHQXzwBFbHnvsMXvkkUfspZdeyvVcO3fudM+nwK9wLuo8e/HFF7vHq8XYC6cK8Qrt1apVy1dzfs8999i4cePsxhtvdH/T9Hlb0b0w3717dyurFMC1HnTQow7FoWjZsqV7/err8Ic//MGF+2nTprl1qtd63XXX5TxWB1r33XefHT582MaOHev6RHjU10Hb509/+pPbXnlp28qtt96a8ze1yBPmAXgoswGAUpSWluZ+NmjQoMjHKsB7YVy80W00IktgkJdhw4bZSSed5Fp985bDiFr3vSAvCveXXHKJ7d+/P1dQTE1NzRfkRXX6CvxffPGF+ZnOXsyaNctGjBhhdevWDWtarWMNZakzJn/729/c0JYql9LZjcDRhHTApnIqdbANDPJyww03uGn0HGq1z0tnTwK3EwDkRcs8APhE3pGEK1asWGDZimrtu3bt6kbCUdmNauM9CoedOnXKN83pp59u//jHP9wwjQrrnk8++cS1OH/77bcu7Hutxd6FqopLZSNeHX2gLVu2FDiNynvU6l+uXDlXnqIDF71Gve5QKTw//vjjrkX+2muvdSMHRdKqr7IktayLXkfeAzOVJRW0nTR6kerndfZDgV8t/oG0vqtUqRL2cgFIHIR5AChFqpNXzbaGSFS9e2H0GPFakL2Qp9bzgp5bVBMfSC3Bwcah954n8PEaZUclPLVr17YzzzzTBdXKlSu7/6ne+/jx41ZcOnjQLRwK83kplGvUn9atW4f0HCpFUoAeM2ZMzoFRuLRedBCki1CpDl4lSnkdPHjQ/SyoT4S3PfNuJx286WDpxBNPjGjZACQGymwAoBR16dLF/Zw7d26hj1OnSgU7jXbjldt44TBYGU3g3736d49GTwm8Umzex3sdWjX+/V//+ldXq68OsqoL/93vfufqt9UhMxpBXlRTr7MHeW+FdZRVENdjdBCgVu3rr7/ejVajUXZCLW/SOPPqq/DTn/404mVXiNdNB0g6kxDsDIO3/r2SqmDLEvg4jw7yNHKOrjEAAAUhzANAKVKtu1rJ33333ZzRaYLRsJWiunaPyjNUZrJgwYJ8j1dYX7Rokft/3pZqhfC8Qyp6I9eI9/g9e/a41mKV5KgFOtCyZctcPXdp0+tTy7Yu+qQzCyoFCoU6nh45csTuv//+iOf9ww8/uCFANV+NaKPtoQt7qfwnkPo0SN6/i5bhm2++cWc7mjVrlut/Xn+Ebt26RbyMAOIfYR4ASpEC3PDhw11ruTpD5q1BVyhX6cgHH3zg6sI1vKFHIVYdKhVg9f9AGjpS49Kr02WwMpxnnnkmV8u6Wv417KVa5TXEpWg6hUw9v0KnR2PUP/roo1aWeAceJ5xwQkg1+irTufzyy/PVqIdK20VnKVTTPnr0aFd+pDMXWl933323W0eBZ1+07WbOnJmvw7BGstGy/+xnP8tV6qMWeQ2XmZyczJV9ARSKmnkAKGUKhQqiCtMag1wXfVL4U621OmWqrlulFmr1zVuKoQs/XXbZZW6YxKlTp7qDg1WrVrlRWhT2R44cmW9++rvmp7MCmpfmo9FUFCA1NKU3D50xuOKKK1zdvDrEauQWPVahVPXhKr8pLdOnT3dlKF550Icffug6tGrs96KoNEdlMYHDPYZLJTo6k6GLOmkdiraRRrTRTetdF9vy1qMCv4ar/PWvf50zzvzSpUtt3rx5blvrzIJHQ1yqvEmvT4/TWZu8ByPe44INCQogsRDmAaCUqfVVo6LoKq8aNUblMQpq6uCqISMV1tWK7HU8DdS0aVN77733XCdO1Y4rxKsk5tJLL3V17cGGvFQLsAK6RmDRePEK9mqh1oWpvFZ5z29+8xvX2q2WbLUUq05frcgKwroKamnRVXM9CuYK0hqnPbAMqTC6qq6mi4RKlBS2tc50IBZIBxM62JkyZYrbLtoOok6y2rY6y6IDNB0U6WBIBwNa74FlTNr2XrmQ6vC1bYPREKLadoR5ILGVy8471hkAIG55o62oZRtl07333utC/JtvvhmVxwGIb9TMAwAAAD5FmQ0AAGXIgAEDXMfaaD0OQHyjzAYAEghlNgAQXwjzAAAAgE9RMw8AAAD4FGEeAAAA8CnCPAAAAOBTjGbjA8uWLXOXXddVBCtVqlTaiwMAAIAY0hW5s7KyrEKFCtahQ4dCH0uY9wEFeV3bKzMz0w4fPlzaiwMAAIASyoBFIcz7gFrkFeTLlSvnLu8eazpw8N48OiLUfFF2sb38g23lL2wvf2F7+QfbqmhHjhxx60kZsCiEeR9QaY1a5BXk27RpE/P56bTOtm3b3P0GDRqE9EZC6WF7+Qfbyl/YXv7C9vIPtlXRVqxY4bJfKOXVpDQAAADApwjzAAAAgE8R5gEAAACfomY+zqizhG7FrWXznkP3UbrUAZlOyAAAIBjCfJw4evSo/fDDD3bs2LFih3lNn5GR4e7v27ePIFnKFOQrVqxojRo1ssqVK5f24gAAkDDSd6bZ3qVLLaliRavd7XQrXwKjCoaLMB8nQX7jxo1u+Mpohcfk5B/fGrQIlz4dXOniEdrGJ510EoEeAIAYSk/bZTtnzrLd8+bbgZWrcv6e0vJUO+3J0WUuGxHm44Ba5BXk1WrbuHHjnCAeKcZ/LVt0lmTLli05Z1+aN29e2osEAEBcObZ3n+2aO892fTHX9i37RmEo32MOrlpt6Tt2WOX69a0sIcz7nIK3SmtEQV7lGNF4Tm9sef0sa0egiUbbVNt2zZo1OWVUbBMAAIrn+P79tvvLBbZz5uwfA3wR/QQrpqa6W1lDmI+jDq/FbZFH2eVtW297E+YBAAhfxuHDtnv+l5Y25wvbu3ipZf+3j2ChkpKszpk97aRhl1tSGcxaZW+JAAAAgCjJPHrUdn+50NJmz7E9Xy227OPHi5ymfNWqltqrp9Xq0tlqnd7FyodwJdbSQpgHAABAXMk8csR2L1hoaXPm2p5FX4UU4JMqVXLBvc6ZvazW6V3LdIAPRJgHAACA72UdP+5q4L0An3X0aJHTaMjJml06uwBfu3s33wT4QIR5AAAA+FJWRoalzf7C9ixcaHuXLrOM/fuLnKZccrLV7NTR6vTuZbW7dbPklGrmZz8OWQKUYffdd5+1a9cuZ9SeYK6//nrr2LGjG7pRxowZY+eff36uK9jOmDHDWrVqZZMmTbKy4L333rOzzjrLDh8+XNqLAgCAr2rgl9x5l80ZdInNvWSorX7qGUubNafwIJ+U5AL8KbfeZGe8/oq1HXm/1ev7E98HeaFlHmWeArjGWl+3bp27n9esWbNs5syZduutt7qrpG7fvt1eeeUVGz16dM4Qm/Ltt9+6nzowKAuGDBliY8eOdbfbbruttBcHAIAyXUIz9+eXhTdRUpLVPK2DpZ7Z01J79rAK1atbPCLMo8zzAvzq1avzhXmF/Mcff9yNw67WeXnjjTesevXqds455+R67PLly61KlSpl5qJLGm5y6NCh9te//tUtu5YNAAD8KDsz074Z+ZDt/3Z5WKukRts2Vues3pbao7tVrF0r7lcnYT4BdoSMgwfDmyY7244f/++4qxWSozKmeXJKipUrX77YYT6vt99+277//nt77rnnrFKlSq4UZ/z48XbJJZfkapX3WuZbt25t5SNcjli48MIL7cknn7SPPvrIfv7zn5f24gAAUKqys7Js/4oVtmP657Zj2vSQp6vSpLE1PP88NxpNWbtCa6wR5uOYLoiw9qWxdnzfvtJeFKtwwgnWfMR1rrd4uGrXrm1169a1VatW5fr7vn37XIjv2bNnTiv8119/bXv37rXu3bvneuyePXtcPX2/fv2sLNHr0pkC1fMT5gEAiUiNiAdXf29ps2a77HJs1+6Qp63eqqU1vfpKO6GMlNCWBsJ8HPv++Rcs81DZ6FypAwotTyRh3mudVwt8IAX5gwcP2gMPPJDzt8WLFweti1eJTbC/53XdddfZoEGDXIt5SWnbtq3NnTu3xOYHAEBZCPDHtmyxjdOmu4s5pW/fEdb0zW/4tTU8b2DMls9PCPPwhZYtW9oXX3xhR44ccbXla9eudSU2V1xxhZ166qk5j9uxY4crC6pVK3eNnNf5VcG5MN98840bPackpaam2q5du1z9v+roAQCIV4fWr7e0ufNt++cz7Pi27WFN2+qeu6xOr54xWza/IjnEsVNuvrHMldlESi3zGmZSrfMdOnRwnV7VyVUj2ARKT093gThvXbzCvGrqTznllJy/KTyrdf/99993Bwh33HGHHT161Jo1a5bz/+eff94NIXn8+HHXWq+zADpYUAv//PnzLSUlxZ544gmbOHGizZs3z003YsQI17q/bds2d3Cg+U6dOtXq1atnL7zwgjVt2jTXsun/aqHwlh0AgHiye+EiW/HIqLCmqdr0JDuhfXs7oWMHS+1+RsyWLR6QHOKYSlrUk7s4HWArlIEOsHk7waomXjXmjz76qNWoUSPX49Qir+CtsdurVq2aq8xGnV8Dw/Kf/vQn93wadz4zM9Muv/xy9xiv46wOGDZv3mz//ve/3d+GDx/u7ivUK8QfOnTIPd+nn36a87xbt2617777zo1zP3LkSFu4cKE988wz9thjj9ndd99t7777rv3ud7/Ltcx6PRUrVrRq1fw/1i0AALJ5/ATb8OY/wloZlRs1tDq9z7S6Z51pVU86iRUZIsJ8nFOAVqt4uGHejh939ytUqBCVMF9cLVq0cIF5xYoVbgx5tYxrxJq8vFb1jRs3umAuBw4csE2bNtmZZ56Z8ziNRa9grRZzlblI586dcw4O1KqukK+gfsJ/11+fPn1cC7/CvM4K6IBB49v379/fPv/8c1cCpOdUR1atN3XY1ZkDPa+cdNJJruU/Lx0wBJ4xAADAj1T7vvL//hLWNBXr1rG6vc90Q0lWa96sTGQOvyHMwxfUcn3yySe7sKxylLfeeivf0JPijWKzdOnSnDCvAK4DlMDOr+pwetppp+UEeW/Emx49erj7CxYscFeU9YK89/8TTzzR3VfoV5jXcqjlXS3wamH/17/+5f6mln6VBJ199tk50+f9XVQ6pBF4GMkGAOBH6bt22Y5PP7ON/3gr5GmSa1S3Kqd1sJQe3a1pzx5WnhLTYsmfhoAySqU2atm+6KKLclq782rYsKGdfvrprkW9sJFsFLxr1qyZ87s6oCqQex1k9f/AEh6V7syePds6derkflfLvH7X0JIK+Cq7UZBXPX/9+vVtw4YNrmxG9z0rV67Md9Er1d3rzEFJjp4DAEBxpKftsm1TPrHlj46yRb++KawgX7NzJzv91b9ZnWGXW+UWza1ckIY5hIeWefjGX/7yF3crimrb77zzTldKozB97bXXulvecpyXXnrJtmzZ4jq/qp5dreTeyDgK5fq/nkP/Hz16tCv16datm/u/gr6uNDtq1I8dehTm33zzTXvqqafc7yqxadOmTc78VIKjeQWOvCMTJkxwByZFDZkJAEBpOr5/vxsHXhdzOvj9mrCn7/HOP6x85cruvr5vET2EecQdXUDKC+MPPvhg0MecddZZrgZeLeINGjRwF55KS0tz5TyiFvhhw4bZ4MGD3YfOwIED7emnn86ZXmFeHWy9shmFebX0n3HGGTlhPrAVXh1t1YJf+b8fZF5d/8cff2yvvfZazNYFAACROn7ggO2e/6Xt+mKe7Vm8RCk85GnLV6li3V5/xcpXqsQGiLFy2a63I8oydfr0RmcJbO0VBU2Vb4jCY7A68nD9OJpN2eoAGy6F6enTp9uvf/3rqKyTWNBQlirHGTp0aJGPLWw763/qsCs6MCmrrxdsK79h3/IXtld0ZBw6ZLvnL3CdWfcuWWrZmZlFTlOuQgU3/nvKqadY/Z/2z2mBZ1vFJvvlRcs84vYiU7qVZeps63W4BQCgNAP8noVfWdqcObZn0WLLzvhxeOrCJFWsaLV7nGG1unax2t1Ot2SGVy41hHkAAIAEk5mebrvmzrddc+fZnkVfWfZ/z8gXFeBrdunsWuFrdetqyQHXc0HpIcwDAAAkgMwjR2z3lwtt58xZP5bQhNACrxIatb6n9uxutc/oRoAvgwjzAAAAcRzglz3woB1aszbkacolJ7shJHU11h8DfJWYLiOKhzAPAAAQZyU0835xRXgTJSVZzdM6WJ2ze1tq9+6WnFItVouHKCPM+1zgSDO66igjmcQnbVuPH0cXAgDEVtbx47bqqWds15y5oU9UrpxVb9XS6pzV2+qe3dsqBFwsEf5BmPc5Bbvk5GTLyMiw9PR0N5Qk4o+2rWhbE+YBAJKdlWU7P59pq595LrwW+E4dXXh3JTSMQuN7hPk4UL16dduzZ4/t2LHDhfniBnqNM+9dnU0/CY+lS2P+a9t62xoAkLj0Ha369x2fz3RXZD2+d2/I01Zp0sTa/fFBq1QnNabLiJJFmI8DdevWtf3797vW27VrQ+/gUhjvWmIE+bKjfPnyblsDABKLvpMPr9/gLuSUNucLO7r1xwsFhqrtQyNdazzf6fGJMB8nIa9JkyaWlpZmhw4disqHhsp2hLKOsqFatWpWp04dt60BAInh8MZNlvbFXEubOcuObPkhrGnbPfwHq9nxtJgtG8oOwnyc0OV+TzrpJBfEvVb1SKm0Zvv27e5+/fr16VRbytSSQmsKAMQ/fX9veuc92/TWOxFN33zE9dbw/HOjvlwo2wjzcSZawc97Do2Owwg5AADELsCvf+0N+2HSB2FNV6lePavb5yyr2+dsq3piEzZPAiPMAwAAlLCtH0+xtS++HNY0lerVtTpn9rLUM3tZyiktOGsLhzAPAABQAtLTdtnKJ/9sB1auDHmaCrVqWZ1ePVwLfErLUwnwyIcwDwAAEMMAv3fxYts2ZZodXL06rGlb33u31e7ezcolJbF9UCDCPAAAQBQdWr/etv3nEzv4/Ro7uPr7sKY94bQO1vbBByyJi0AiRIR5AACAYso4eMh2L1jgRqMJdxx46fHuP618pUpsB4SNMA8AABCBjMOHbff8Ly1t9he2d8lSy/7vNVoKlZRkFapXd51ZNRZ8ctWqrHsUC2EeAAAgRJnp6bZr7jx3Nda9i0ML8OWrVbMT2re1en372gkdT7PkqlVY34gawjwAAEARAX7nZzNc6/uerxZbVnp6SOuryolNrPGQQVan95mU0CBmfB/md+3aZV9//bW7LVu2zN327t3r/nfLLbfYrbfeGtX5HTp0yMaNG2dTpkyxjRs3WmZmpjVp0sT69etnw4cPt9TU1KjODwAAlLzszEzb9+1y2zFtuu2cMTOkacolJ1vNTh2tZsfTrO5P+liFGtVjvpyA78N8r169Smxe69atsxEjRtiGDRty/X3VqlXuNn78eHv++eetU6dOJbZMAAAgOo4fOGBrX/ybGwc+88hRyzh4MLQA37mju5hT7e5nUAOPEuf7MB+oYcOG1qJFC5s9e3bUn/vgwYN2ww03uCBfrlw5u+KKK2zgwIGWnJxss2bNsrFjx1paWprdeOONNmHCBLcsAACgbMs4dMjmXzE87OlqtGtr9fr1tdQe3S05pVpMlg1IiDB/8803W4cOHdytTp06tnnzZuvfv3/U56Owvn79enf//vvvdyU1nq5du1r79u3dsuzevduefvppe+KJJ6K+DAAAIDolNEt+8zs7vD73mfaiVG16kqt/r9e/r1WirBZlhO/D/G233RbzeRw7dszVyUvLli3tqquuyveYAQMGWJ8+fWzGjBn2wQcf2F133WV169aN+bIBAIDQAvzS395jh9atC2t1VWvR3FJ79rB6P+ljlerWYVWjzPF9mC8J8+fPtwMHDrj7gwYNcmU2wQwePNiF+aysLJs+fboNHTq0hJcUAAB4srOz7cB3K+2HD/9tu+bMDWvF1BvQz5pcPMSqNG7ECkWZRpgPwaJFi3Lud+vWrcDHBf5P0xDmAQAo+QCv1vfdX2gs+C/s6Lbwrsba6u67LLVXjwIb7oCyhjAfgrVr1+bcb968eYGPU1lN9erVXSt+4DQAACDGAX7tOtv9yVQ79NUSy9i5M6zp6/Y520698zYCPHyJMB+Cbf89qq9ataoL64Vp0KCBC/PeNNH+sFIJT6xpHpqXdx9lG9vLP9hW/sL28kOAX2u7vphnu76Ya+nbtoc1fWrvM63lb+/I9Xzedx9ii32raOG8FwnzIV4oygvzRalSpUquaaLp+PHjMTlICPYG0lCcHk41lm1sL/9gW/kL26ts2v7iy3Z46bKwpilfq5ZVad3Kqp7W3qp16pjz95L4TkV+7FuhZb5QEeZDkP7fyzZXqFChyMdWrFgx1zQAAKB49nz4ke2d/J+wpkmuXduqde1s1bp2sYonnUjDFOIWYT4ElSpVCvkoScNYBk4TTTqYUBlPrAWW1tSvX9+SkpJiPk9Eju3lH2wrf2F7lW7L7Z6Fi2zlqPCu2ZKcWtuqdu5sJ/60n1U/9VQCfBnFvlW0vXv3WkZGRgiPJMyHpFq1H6/sdvjw4SIfe+TIkVzTRJPKXUoqWHulNZofYb7sY3v5B9vKX9heJevY3r227eMptmXCJMv6b+NYUSo3qG+pvXpa7V497EDVqm6b1WjQgO+uMo59q3DhlDjTMh8CtYYvXbrUhXl1bi2sE6xXf6cWbQAAULhje/dZ2qxZtm/Zt7bnq8WWHUat8GlPjraUlj+2wKu19yA18EhAhPkQBA5HqSEnO3b8X+eZQGlpaTkXl2rRokW0thEAAHHl6PbttmXiv1wrfCS6/+MNS06J/hlwwI8I8yHo0qVLzv2FCxcWGOYXLFgQdBoAABJd5pEjtnvBItv5+ee2Z9HisKc/482/W4UaNWKybICfEeZD0KNHD0tJSXHDNU6aNMmuvfbaoLVMEydOdD9VY96vX7/oby0AAHwk6/hx271gobsS654FC0Oqgy+XnGy1u3W16m1aW4OB51j5ypVLZFkBvyLMm9lzzz1nY8aMcStk9OjRdvHFF+cbbvLKK6+0F1980VatWmVvvvmmDR8+PNdjpk2bZjNmzHD3L7jgAqtXr17JbUUAAMqIjEOHbMOb/wi7hKZG+3ZWr99PrFbXrlax5gkxWz4g3vg+zKvsZePGjTm/79mzJ+f+ihUrbMKECTm/66JP5557bkTzue6662zy5MluXqNGjbINGzbYwIEDLTk52WbOnGljx451j6tZs6bdccf/rigHAEAiBPhdc+dZ2qw5tnfJ0pCnq9ywgdXr19fqnzPAKtasGdNlBOKV78P8+PHjc8pb8vr000/dzdO4ceOIw7xGsFHL/IgRI2zTpk02btw4dwuUmprqWvg1HwAA4llWRoZtnzrN9i752vZ+tTi0oSSTkqxmx9OsTu9eltqzhyXHYBhnINH4PsyXJI1Qo5p5hfgpU6a4VnoNhdWoUSPr37+/XX311S7QAwAQj47vP2BfXnVN2NPVaNvG6px9ltU5syedWIEoK5ety6yhTFO5kMa4V5lQmzZtYj4/HaB44+VrjH0uGlW2sb38g23lL2yv/41CM++yKyNah7W6drbmI663yiVw7RW2l3+wraKb/WiZBwAAuWRnZtoXlww1C6O9r1z58lajXVur0aa11R/4U6vEmWqgRBDmAQCAs2P6Z7b6mR9HdwtHk0svsYYX/IxRaIBSQJgHACCBHd64ydLmfGHbPv6PHd+3P6xpm159lTUefJGVS0qK2fIBKBxhHgCABHPkhx/chZzSZs+xwxv+N7xzKKo0bmSdxzxDgAfKCMI8AAAJQMNIbp7wLytfqZIdWrcu7Ol7TXjX1cUDKFsI8wAAxKnv//qSbZ/ySUTTnjTscms8ZJAlVagQ9eUCED2EeQAA4sjGt96xTW+/G9Y0FWvXttSe3d1Y8DVat4rZsgGIPsI8AAA+t3PmLFv156fDmqbCCSdY6pk9rU7vM91wknRiBfyJMA8AgA8d3bbN1rz4N9u7eElY05VLTrbW991ttTp3ogYeiAOEeQAAfOL4gQO2e/4C15n1wHcrw56++z/fsORq1WKybABKB2EeAIAy7Pj+A/blVddEPH3Xl/9qlevXj+oyASg7CPMAAJQxWceO2Z5FX9mWiR/YgZXht8C3H/WwndCuXUyWDUDZQpgHAKAMyM7MtH3LvrGdM2fbrnnzLPPQ4ZCnTa6eYp2e+rNVqlsnpssIoOwhzAMAUEoy09Nt6W/utiObN4c1XZUmje3Eob+w1F49LCmZr3IgkfEJAABACZfQbJn0gW165z3LzsgIe/pOzz5l1ZqeFJNlA+A/hHkAAEogwO/9epkd3rjJtk3+2NJ3phU9UblyVqNdWzeEZGrPHlalcSO2E4B8CPMAAMRAxuEjtviW2+zYrt1hTVe16UlWr+9P3MWcqIEHUBTCPAAAUezE+sXFv4h4+tOeHG3VW7VkewAIGWEeAIBiyM7OtnmXXWlZR4+GPW3lRo2s9T13WbWTm7INAESEMA8AQAQBfvO7423jP98Oe92lntnL6vX7idXq2sXKlSvHugdQLIR5AABCdHT7Dts6+WP7YdIHYa8zBfgWN91gSRUqsL4BRA1hHgCAQmTuP2Dblnxtu+fOcxd1suzssNZXt9dfsYo1a7KOAcQEYR4AgDwOrl1nP/z7IzuwabMdXf192AG++z9et+SUFNYrgJgjzAMAYGa7v1xgKx57POJ10fXlF6xy/XqsSwAlijAPAEhYWyf/x9a+9LewpilftaqltGhuKS1PtcZDBlmF6tVjtnwAUBTCPAAgoaR9MddWPvGnsKZJqlzJap9+utXp3ctqduls5StVitnyAUBMwvzBgwcthfo/AIAPHduzxxZcc11E09a9Zrg1O/ccq1ClStSXCwBKLMwPHDjQ7rjjDrv00kuLPVMAAGLt+P4DljZ7jm2Z9C9L374j7Ok7PvMX21/xx2EkaYkH4Pswv2vXLnvwwQftrbfesvvuu8+6desW2yUDACBMmenptvblsbZj2vSI1l2TSy+xplde4e5nZWXZ/m3b2AYA4qtmfsWKFTZ8+HA755xz7He/+501adIkNksGAECIV2P9duRDP44BH4E6Z51pre76DesaQHyH+ddff92eeOIJW758ufv9k08+sc8//9yuueYaGzFihFWtWjWWywkAQC6H1m+wXV/MdSPSZBw4ENbaqXP2WdbyN7dbuXLlWKsAEiPMd+/e3SZMmGATJ060p59+2rZv327p6en28ssvu7//9re/tcGDB8d2aQEACd0Cv27sq7b135PDmq5Wt65Wo00bq966ldVo24YADyCxy2yGDBli5513no0dO9ZeeeUVO3LkiO3cudPV0f/jH/+w+++/3zp37hybpQUAJJxd8xfYd6Miu5hTu0cespqndYj6MgFAWZEUyUSVK1e2W265xZXaXHzxxZaUlORaTL755hu74oor7K677rJtdBoCAEQoOzPTtvzrQ5sz6JKwg3zDCy+wXpPG25n/ep8gDyDuFeuiUXXr1rVRo0a5DrGPP/64zZs3z/39o48+sk8//dR+9atf2fXXX2+VuLgGAKCoEppXXrOtH/47rPWUXD3F6vX9idXpfaa7Iis18AASTVSuANu6dWt77bXX7LPPPrP/+7//s7Vr17rym+eff97Gjx/vRr352c9+Fo1ZAQDiKMCvef5F2z51WkTTNzhvoDX/9XVWLimik8wAEBeiEuY9ffv2tbPPPtvefvttGzNmjO3Zs8d1lFXZzbhx41w9fYcO1C4CQCLTOPBbP/o4ommrNWtmp/3faEuq8OPFnAAg0UU1zEv58uVt2LBhNmjQIPvrX//qQvyxY8dsyZIlNnToUPf3O++80+rVqxftWQMAyqh933xr3zzwYNjTVapbx+r2OdvVwVeseUJMlg0A/CzqYd6TkpJid999t+sQ+6c//cn+85//uFOqkyZNsilTprix6X/5y19axYoVY7UIAIBSlHH4sH39u/vsyObNYU+bckoLa/W731jlBg1ismwAEC9iFuY9ukKsxqVfvHix6yS7dOlSO3z4sPvbe++9Z9OmRVYrCQAom6PQ7P/uO9v5+Uzb/kn4n+8nXj7UThx6KR1ZAaCshHlP+/bt7Y9//KM999xzbqQbtdJv2bKlpGYPAIiRrOPHbfeXC2zv4qW2+8sv7fi+/WFNX61FC+v4f6OtXPnybCMAKO0wn5GRYevWrbPvv//e3VavXu1+bty40TIzM91jNHSYwjwAwL8Bfu7PL4t4+soN6luXF5+nBR4ASivMK5ivX78+J6x7Pzds2JAT2gMFC+8apx4A4A9Zx47Z3Esvj3j6Ey/7hbsxFjwAlEKY19VevcCum4K8WuFDCe3VqlWzU0891Vq2bJnrVrNmzeK/AgBAzBzft8++HH5t2NNVPbmp1Tmzl9Xr39cqpabGZNkAAGGE+dtuuy1Xa0qw0J6cnGzNmjVzQb1Vq1bup0J848aNWdcA4KMSmmX3/d4Orv4+7GlPvma41e7R3ao0ZBQaAChzZTZegFeoV0DP29KuIK9ADwDw50g0q58ZYztnzAx72ppdOlvbBx+ghAYASljIyfvKK6/M1dpetWrV2C4ZACDm9ny12L574k+WdfRoRNOrEyut8ADggzD/+9//PrZLAgAoEYfWb7Alt/8m4unbjLzfap/eNarLBACIDDUxAJAgJTSr/vKMpc2eE9H0jQZfZCdffZWVS0qK+rIBACJHmAeAOKV+TurEunPmLHdF1owDB8Ka/uRrr7FGF5zPxZwAoAwjzANAHDm+f799++Af7dC69WFPW7lRI2t5x62WckoLAjwA+ETchPnvvvvOxo0bZ3PnzrWdO3daSkqK66w7ZMgQu+iii4o1wsK9995rEydODOmxK1eujHg+ABCpw5u32OKbb4to2lNvv8Xq9v0JI9EAgA/FRZh/66237LHHHrPjx4/n/C09Pd0Fe90+/PBDGzNmjFWuXLlUlxMAouXI1q224tHH7cjmzRFN33zE9dbw/HPZIADgc74P859//rk9/PDDlpWVZfXq1bMbb7zR2rdvb7t27XIt9bNnz7ZZs2bZfffdZ0899VSx5qXnf+WVV6K27AAQjuysLPvikqFmWVlhTVeuQgVrcvFgq3P2WVa1CRfxA4B44uswr5b4Rx991AX5GjVq2Ntvv53rarN9+vSx22+/3T755BObPHmyDR061Hr06BHx/CpUqOBKdwCgJK147HHb/eWCiKZV+YzKaIpTaggAKLt8HeanTp1qmzZtcvdvuOGGXEFekpKSbOTIkTZ9+nTLyMiwV199tVhhHgBKypaJ/7L1r70R0bTVW7V0Y8FXqF496ssFAChbfB3mp02b5n6qxWnw4MEFlsb06tXLZs6c6ernDx486DrHAkBZHInmy6t+GdG0Dc4baA3OPceqNm1KKzwAJBBfh/lFixa5n82aNbPU1NQCH9etWzcX5o8dO2bLli2znj17luBSAkDhdfB7Fy+x5Q8/FtFqanjhz6zZL69mKEkASFC+DfOHDh2ybdu2ufvNmzcv9LGB/1+7dm3EYX7Pnj12+eWX2+rVq+3o0aNWs2ZNa9u2rQ0YMMCdGahYsWJEzwsg8S7mdGj9Btszb77t+GyGpe/YEfZzdP/H65bMWUYASHi+DfNekJcGDRoU+tj69esHnS5chw8ftq+++irnd41nP2PGDHcbO3asPfvss9a6dWuLZQBQZ99Y0zw0L+8+yja2lz9kZ2baklvvtKNbt0b8HJ1fHGOVAz7P2D9ji33LX9he/sG2KpqXw+K+Zd5TpUqVQh9btWrVXIE8XKrJ79y5s/Xt29fatWtntWvXtiNHjtiKFSvsnXfesVWrVtmGDRvsmmuusfHjx1uTJk0sVqP3FOdgJKxLwB88mPM7o2CUbWyvsr1tNt59v2UF7E/havr0nyypUiV3f68+3EvgMwA/Yt/yF7aXf7CtihZ47aS4DfOqfw8cMrIwgeUvKo8Jl8ao19CXeXXt2tUuu+wye/DBB+399993ZTgaKvPFF18Mex4A4kPm/gO28Z77w56ufI3qlp2RaTV/dp7V6HMWNfAAgPgO84EBvaijl8DgH8lVYIMFeU9ycrK7aNWSJUtszZo19tlnn9nWrVutYcOGFm06aCmqpCgaAk/dq0RJQ3yi7GJ7lb7MI0ds1Z+esr1fLY6oA2tq7zMt5dRTOAtWxrBv+Qvbyz/YVkXbu3evG1Y9rsN8tWrVcu6r5KUwgaU1gSU30aJAf8kll9iTTz7pfl+4cKFdeOGFUZ+Pyl1KKlh7pTWaH2G+7GN7lc4oNIfWrbdvRj5kmQFlf6GqmJpqp//tBVrgyzj2LX9he/kH26pw4ZQ4+zbMh9Opdfv27Tn3Y9WyfcoppwSdH4D4k74zzb57/Ek7+P2asKeteeHPrNb557rPonKc9QIAFJNvw7wu/KQvQwV5DTdZmMD/FzWMZUn0OgbgbxvG/SPsIH/GG69a+erVS6QTOwAgcfg2zEuXLl1s8uTJtm7dOtu1a1eBF45S2YtXc96hQ4eYLIvq5T1169aNyTwAlA17l3wd0uNOvf0Wq9evb87vDCUJAIg2X/ds1MWavFbxSZMmBX3Mjh07bM6cOe6+LhalFv1oUwcFjWYTeMVZAPErs5Ahbk8adrmd+a/33S0wyAMAEAu+DvPnnHNOzpjuL730km3ZsiXX/9UK9sgjj+T0Br722mvzPcdzzz1nrVq1crcJEybk+//SpUvdxaEKoufW0JRey3yfPn2sUaNGxX5tAMomXfwpK2CELDnpyiusx7v/dAH+xF/8vNSWDQCQeHxdZqOymQceeMBuuukm27dvnxvzXfd1Yafdu3fbm2++abNnz3aPHThwoGuZD9fMmTPt5ZdfdiFd06ujq4aq1Ag6y5cvz7lolNSsWdMtD4D4HsUmrzq9elr5/17YCQCAkuTrMC/9+vWzkSNH2ujRo11JzUMPPZTvMb1797Ynnngi4nlonPqpU6e6W0HUsfapp56ypk2bRjwfAP4M8+XK+/okJwDAx3wf5mXYsGHuaqxvvPGGzZs3z5XFqDa+ZcuWNmTIEBs0aFDEF2O5+OKLrXbt2u6iUGqBV0dbDeSvswL6u84CqNxHLf9FXYkWgP9lZ+YP88YQkwCAUhIXYV5at25to0aNCnu6W2+91d0K0rhxY3ewoBsAWLCW+aTyrBgAQKng3DAAhCE7KzPf3yizAQCUFsI8ABS3Zp4yGwBAKSHMA0CYQ1PmVa48ZTYAgNJBmAeAcARpmacDLACgtBDmASAMlNkAAMoSwjwAhIEyGwBAWUKYB4Aw0DIPAChLCPMAEAYuGgUAKEsI8wBQnA6wSUkRX2EaAIDiipsrwAJAtGUeOWLH9u6z9O3bLT1tl1VuWN9++OCjXI9hjHkAQGkizANI6M6sR7b8YOvfeNP2LFgU0XMQ5gEApYkwDyDuHdm61da98prtWbAw6s9dvmrVqD8nAAChIswDiAtZx47Z0W3b7OiOnbbzsxmWNntOicy37tm9S2Q+AAAEQ5gH4AsZh4/Y7i8X2IbX37Rju3eX2nKUr1LF6vY5yyrVr2+V69ez1J49Sm1ZAAAgzAMoM47vP2D7vvnG1a/vmP6ZlQVJlSpZnTN7WY12ba1q05OsSuPGlly1SmkvFgAADmEeQInJzs62jP37Le2LebZ/+Qo7vHGjVT/1VGt00QWutf3bPzxcalujwXnnuhb3lFNaWFKFCqW2HAAAhIMwDyCm4X3d3161rR9NLvAxh9dvsO1Tp0VtnsnVUzTGjGUcOJDr7yf/8mqr17+vVahePWrzAgCgtBHmAURFxuHDtvjm20utnj31zJ7W7JdXW8U6dbiIEwAgYRDmAUQsfedOW3rXvXZ8794SXYv1BvSzpsOusIq1a5XofAEAKGsI8wDCboGff/lVJbbWml3/K6vT+0yrWPOEEpsnAAB+QZgHEJI9i5fY8oceicnaqtKkidXq0smqnNjEjRyj4R+5sioAAEUjzAMotAPr3sVLbMWjoy07MzPqa6rlb+6w1J7dLaliRbYCAAARIMwDyAnuB1austXPPGdHf9ga9bVSo20ba3nXnVYpNZU1DgBAlBDmgQSVdfy4bXp3vG1+d3xMnr/RoAvtxKGXWnK1ajF5fgAAQJgHEq71fcenn9n3zz0f1ec94bQOdurtt1qlOrS6AwBQkmiZBxLEwbXrbOmdd0U0bflqVS0puYJlHjliDX92nrtaauX69aK+jAAAIDyEeSABWuP3f7vcvnngwYimb/arX7oAX658+agvGwAAKB7CPBDn1vz1Rdv+ybSwpyuXnGw93nqTkWYAACjDCPNAHFvym7vt0Jo1YU/X/a1xlly1SkyWCQAARA9hHohTP3zw77CDfIcnRlmN1q1itkwAACC6CPNAHMpMT7d1r/w9rGl6TXyPq64CAOAzhHkgzuxfvsKW3ff7kB5brkIF6/H2OEtK5qMAAAA/4hsciBNZ6ek2/7Ir3c9QtB/1sJ3Qrl3MlwsAAMQOYR6IExvuKHoM+Sa/+Lm7Kist8QAAxAfCPBAHjm3dVuRjGKEGAID4Q5gH4sD+z2cU+L92jzxkNU/rUKLLAwAASkZSCc0HQAxl7t9f4P8I8gAAxC9a5oE4cHjJ10H/fvK1V5f4siC37Oxs27Fjh3377bf2zTff2JdffmmrVq2yAQMG2KhRo1hdAIBiIcwDcap6q1bW4NyBpb0YCWX37t0usCu4e+FdP9PS0vI99owzziiVZQQAxBfCPOBzGYcPB/37KbfeZOUrVSrx5UkE+/fvzxfY9XPbtqI7IgMAEE2EecDnds+bH/Tv5atWKfFliTeHDh2y5cuX5wvumzZtKu1FAwDAIcwDPrfny4VB/14pNbXEl8Wvjh49at99912+Epn169e7mncAAMoqwjzgc7vnf5nvb6e/+nKpLEtZd+zYMdf5NG9L+/fff29ZWVmlvXgAAISNMA/EoURvlc/IyLA1a9bka2lXkNf/AACIF4R5AHFR2/7ss8/mhHeVzKSnp1tZ9vzzz9uiRYtKezFQhFq1almXLl3s+uuvt6ZNm7K+AJQ5hHnA5yrVr2/p27dbog8Jef/995vfzJs3r7QXASH4+OOP7ac//SlhHkCZxBVgAZ+r0a5Nrt8bnHduqS0LAAAoWbTMA3EmqVJFSzS1a9d2V1P1ymxWrFjhOruWdT169CjtRUCIZTYnn3wy6wpAmUSYB/wui6ETq1WrZvfdd1++DrB5L+pUljrA3nzzzTZmzJjSXgwUQiMceRcCa9CgAesKQJlEmAd8Lttyh/ly5cpZoktOTrZWrVq528UXX5zzd7XWr169OlfAZ2hKAICfEeYBv8t7USPCfIEqVqxo7dq1c7dgF40KDPi6rV27NkYbDQCA6IibMK8v4nHjxtncuXNt586dlpKSYi1btrQhQ4bYRRddFJXWSg1/p3lMmTLFNm7caJmZmdakSRPr16+fDR8+3FITfGxvlBLCfLFVrlzZOnXq5G5593nV3+ct19m0aVPxZwoAQBTERZh/66237LHHHrPjx4/n/E1jTCvY6/bhhx+62lR9YUdq3bp1NmLECNuwYUOuv6sGV7fx48e7caPzhgEg1rLzhHnKbKJbi3/66ae7W6D9+/fb8uXL85XrbN26NYpzBwAgAcL8559/bg8//LDrqFSvXj278cYbrX379rZr1y7Xij579mybNWuW6xz31FNPRTSPgwcP2g033OCCvILSFVdcYQMHDnR1uXrusWPHWlpampv3hAkTrGHDhlF/nUCB8vZ/pcwm5mrUqOFGosk7Go3Guw+84qz3U58PAADEgq/DvFriH330URfk9eX69ttvW+PGjXP+36dPH7v99tvtk08+scmTJ9vQoUMjGgpOYX39+vXuvi5Mo5IaT9euXd3Bg0am0Bf5008/bU888USUXiEQguys3L8T5kt1iMyzzjrL3QLt2LEjJ9h/+eWX7mzeCSecUGrLCQCIH74O81OnTs2pXVXLeWCQl6SkJBs5cqRNnz7dDUf36quvhh3mNfqFWvhFNfhXXXVVvscMGDDAHTjMmDHDPvjgA7vrrrusbt26xXptQMgYmbLM01lD3fQ5cckll7i/MdQhAMAS/Qqw06ZNcz9V+jJ48OCgj9EXaK9evdx91c+rZCYc8+fPtwMHDrj7gwYNKrAe2Zu/zhLo4AEotZr5JF/v1gAAIAy+/tZftGiR+9msWbNCR5Lp1q1bTiv7smXLIppH4PMUNo+80wAxx2g2AAAkLN+W2WjIOO/KfM2bNy/0sYH/17jRPXv2DHk+geNMFzYfldVUr17dteL7fWzqjEOH7MD8Ly1z9x7LSElhdJQybve8+aW9CAAAoJT4Nsx7QT6U2tP69esHnS6c+VStWtWF9cJoORTmw51HOOUUKuOJpayMDFvx8GN2cNVq9/uemM4NsXBs796Yv08QGW0XryyKbVT2sb38he3lH2yr8Eto47Zl3lOlSpVCH6sg7jl8+HBE8wl8joJ4yxG4bNEevSdWBwo589i1KyfIw592L/3aqsb4fYLIP5wD++1wTYCyje3lL2wv/2BbFS3w2klxWzOv+ndPhQoViryEe+Bl28Ohi0+FMo/A+XjT+FH5lBQrX7tWaS8GiiE7/X/7BgAAiG++bZkPDOhFHb0EBv9wrwJbqVKlkOYROB9vmmjTAUVJDGd3wh9+b+sm/ssydu+xynotjFtepu35ckGu38tlZzHsYRkVWFqj8j8Nn4uyi+3lL2wv/2BbFW3v3r1uWPW4DvO6zLrnyJEjhT42sLQmlHKZYPMJpTzHW47AZYsmnZIviS//aiedZHWGXuru6+CBwFG2zRn047jlgduPbVZ2eaU12kZsp7KP7eUvbC//YFsVLpwyTN82C4XTqXX79u0598Nt2fYerzDvjTdfEG85ApcNiLWTr70m1+9Nh1/JSgcAIEH4tmU+JSXFBW0F6KKGggx1eMlQhrXs2LFj0MelpaXlhP0WLVqENQ+gOBqcf67t273bjm3aZI3797eUFuG9xwEAgH/5tmVeunTp4n6uW7fOdu3aVeDjFi5cmFNz3qFDh4jmEfg8wSxYsCDoNECslStf3moO/KnVu+5aS+3ZnRUOAEAC8XWYHzBgQM4QR5MmTQr6mB07dticOXPcfV0sSi364ejRo0fONJpHQeN+Tpw40f1UDWy/fv3CmgcAAACQcGH+nHPOsSZNmrj7L730km3ZsiVfb+lHHnkkpzfwtddem+85nnvuOWvVqpW7TZgwIeioOVde+WMN8qpVq+zNN9/M95hp06bZjBkz3P0LLrjA6tWrF6VXCAAAAMRhzbxXNvPAAw/YTTfdZPv27bPLLrvM3W/Xrp3t3r3bBe/Zs2e7xw4cONC1zEfiuuuus8mTJ9vGjRtt1KhRtmHDBvd8ycnJNnPmTBs7dqx7XM2aNe2OO+6I6msEAAAA4jLMi0paRo4caaNHj3YlNQ899FC+x/Tu3dueeOKJiOdRvXp1e/HFF23EiBG2adMmGzdunLsFSk1NtTFjxljjxo0jng8AAACQUGFehg0bZl27drU33njD5s2bZzt37nR17i1btrQhQ4bYoEGDin3ZdI1Qo5p5hfgpU6a4VnqV8TRq1Mj69+9vV199tQv0AAAAQEkpl11Qj06UGStWrHDj3OuCV23atIn5/HSQ4o2Zz0Wjyj62l3+wrfyF7eUvbC//YFtFN/sR5n1gyZIllpmZ6c4uVKlSJebz0/Hd8ePHc/olFPesBmKL7eUfbCt/YXv5C9vLP9hWRTty5IhbT+XLl7dOnTrFf5lNIhzBijaqjtJKkjcSEPyB7eUfbCt/YXv5C9vLP9hWoWXAwhDmfUCt42op1xj2lSpVKu3FAQAAQAylp6e7IK8MWBTKbAAAAACf8vVFowAAAIBERpgHAAAAfIowDwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfIowDwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATyWX9gIgdr777jsbN26czZ0713bu3GkpKSnWsmVLGzJkiF100UVWrly5Ys/j0KFDbh5TpkyxjRs3WmZmpjVp0sT69etnw4cPt9TU1Ki8lngXy21177332sSJE0N67MqVKyOeT7zbtWuXff311+62bNkyd9u7d6/73y233GK33nprVOfHvuWP7cX+FR3ffPONzZgxw7766itbtWqV7dmzxypUqGANGjSwbt262dChQ61du3ZRmhv7lx+2FftW6Ajzceqtt96yxx57zI4fP57zt/T0dBcWdfvwww9tzJgxVrly5YjnsW7dOhsxYoRt2LAh19+1c+s2fvx4e/75561Tp07Fei3xriS2FYqvV69eJbYa2bf8tb1QPMOGDbOFCxfm+7s+E9euXetu7777rl1zzTV2zz33FLshiv3LP9sKoSHMx6HPP//cHn74YcvKyrJ69erZjTfeaO3bt3ctVWr9nT17ts2aNcvuu+8+e+qppyKax8GDB+2GG25wQV476xVXXGEDBw605ORk99xjx461tLQ0N+8JEyZYw4YNo/4640FJbCuPnv+VV16J2rInMr2fW7Ro4bZPtLFv+Wt7edi/Irdjxw73Uy275557rmvdrV+/vh07dswWLFhgf//7391ZFf3Ud8xdd90V8bzYv/yzrTzsWyHIRlw5duxYdv/+/bNbtmyZffrpp2dv3rw51/8zMzOzb7nlFvd/3ebOnRvRfJ566qmc53j99dfz/X/q1Kk5/7/77rsjfj3xrKS21T333OOm79u3b5SWPDE988wz2dOnT8/euXOn+33Tpk052+bZZ5+N2nzYt/y1vdi/im/EiBHZkydPzs7IyAj6/40bN2b36tXLbbu2bdu63yPF/uWfbcW+FTo6wMaZqVOn2qZNm9x9tZw3btw41/+TkpJs5MiR7ohZXn311bDnoSNwtRqL6rqvuuqqfI8ZMGCA9enTx93/4IMPXB04Sn5bIXpuu+0269u3r9WpUydmq5V9y1/bC9Hx4osv2nnnnWfly5cP+v8TTzzRbrrpJnc/IyPDPv3004jmw/7ln22F8BDm48y0adPcT5W+DB48uMBTVl49qWqyddoxHPPnz7cDBw64+4MGDSqwJs6bv0pIpk+fHtY8EkFJbCv4C/sWENwZZ5yRc1+DLbB/xfe2QngI83Fm0aJF7mezZs0KHUlGdW5eS4VGeYhkHoHPU9g88k6DkttW8Bf2LSC4wAECdNaS/Su+txXCQwfYOKKh7LZt2+buN2/evNDHBv5fvc979uwZ8nz0+GDPk1fdunWtevXqrhU/cBqU3LYKpOHDLr/8clu9erUdPXrUatasaW3btnUlUTozULFiRTZNKWPf8i/2r9hS50qPGkAiwf7ln20ViH2raBwyxREvHHo9zQuj3ufBpgtnPlWrVnVhvTDecoQ7j3hXUtsq0OHDh924wDq4UsuJ+jForGDV5V9wwQVurHuULvYt/2L/ih0N1fvGG2+4+xrPXA0QkWD/8s+2CsS+VTRa5uOstddTpUqVQh+rIB64o0Qyn8DnKIi3HIHLhpLbVl5NfufOnV1nQF3Io3bt2nbkyBFbsWKFvfPOO+6aABpiVOMC69oAuugXSgf7lv+wf8WehuXdvHmzu6+zi4ENHOFg//LPthL2rdAR5uOIaqo9OiIuTGBJhUouwj3yDmUegfPxpkHJbivRGPU1atTI9/euXbvaZZddZg8++KC9//777lTmo48+6kYrQOlg3/If9q/Y+s9//uPGLJeTTz7Z7rzzzoifi/3LP9tK2LdCR5lNHAkMfYEdUIoKk+FeWbRSpUohzSNwPt40KNltJcGCvEfDXuqiVbqgjnz22We2detWNlMpYd/yH/av2Fm8eLG7iqi3np977rmQzggXhP0rdqK9rbznKQjfXbkR5uNItWrVcu6rjKIwgeUa4e5w3nxCKfnwliNw2VBy2yoU+lC85JJLcn4PdqlulAz2rfjD/hUZddTX9Td0NlKNGC+88IK7rklxsH/5Z1uFgn3rfwjzcSScjpLbt28PuQNmXt7jFTK98eYL4i1Hcerm4lFJbatQnXLKKUHnh5LFvhWf2L/Co4vpXXvttbZ3715Xhvjss8/a6aefXuztwP7ln20VKvatHxHm40hKSkrOh1VRQ0GGOkRXKEMlFiQtLS0n7HtlHCjZbRWq7OxsNk0ZwL4Vn9i/QqdRthQOd+zY4cYof/LJJ3OuJl5c7F/+2VahYt/6EWE+znTp0sX9XLdune3atavAx3mlFDqS7tChQ0TzCHyeosaaDZwGJbetQrVmzZpc1wdA6WDfik/sX6FR667CoXfVUPXnOf/886O2Hdi//LOtQsW+9SPCfJzxxnTV0eqkSZOCPkZH0XPmzHH3dQEitRKHo0ePHjnTaB4FHRlPnDjR/dQRe79+/cKaRyIoiW0VioyMDDeaTShX9UVssW/FH/av0IeN/PWvf+2GypV7773XLr300qhuC/Yv/2yrULBv/Q9hPs6cc845OeOEv/TSS7Zly5Zc/8/KyrJHHnnE7QSiI+u81Au9VatW7jZhwoSgI7FceeWV7r525jfffDPfY6ZNm+YuSCS6IFG9evWi9ArjR0lsq6VLl7pToQXRc2toSq91Q6dIGzVqVOzXhuDYt/yF/atkaMSum2++2X1eie7/8pe/DPt52L/iZ1vx3RUexpmPMyrFeOCBB+ymm26yffv2uXHEdV8XC9q9e7cL3rNnz3aPHThwoGvtjcR1111nkydPdqfYRo0a5S46pOdT7/KZM2fa2LFj3eNq1qxpd9xxR1RfY7woiW2lbfHyyy+7kK7p1VlIw31pBJ3ly5fnXDTK21ZaHhRc7uSdUhaNy+/RBbgCv5A06tC5554b0apk3/LP9mL/io7f/OY3NnfuXHdfF7fTtvA+l4LRhfZOPPHEiObF/uWPbcW+FR7CfBxSScvIkSNt9OjRrkzjoYceyveY3r172xNPPBHxPKpXr+4uLjRixAjXm33cuHHuFig1NdXGjBljjRs3jng+8a4ktpVaUqZOnepuhXUM05X7mjZtGvF84p2ujuuVjuX16aefuptH7/lIwzz7lr+2F/tX8QV+NulaF7oV5owzzgh6RjgU7F/+2VbsW6EjzMepYcOGuSt8vvHGGzZv3jxXaqF6a439OmTIEBs0aJC7VHJxaIQa1XorxE+ZMsW1gqk0RGUa/fv3t6uvvtoFepTetrr44outdu3atmTJEtd6oo623hBi+rvOAqjcRy3/oVzRFyWDfcsf2L/8if2r7GPfCk+5bMb1AQAAAHyJDrAAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfIowDwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfCq5tBcAAIBgWrVqlXN/5cqVrCQACIKWeQAAAMCnCPMAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfIowDwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfIowDwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfKpcdnZ2dmkvBAAAAIDw0TIPAAAA+BRhHgAAAPApwjwAAADgU4R5AAAAwKcI8wAAAIBPEeYBAAAAnyLMAwAAAD5FmAcAAAB8ijAPAAAA+BRhHgAAAPApwjwAAADgU4R5AAAAwKcI8wAAAIBPEeYBAAAAnyLMAwAAAD5FmAcAAAB8ijAPAAAA+BRhHgAAAPApwjwAAADgU4R5AAAAwKcI8wAAAIBPEeYBAAAAn0ou7QVAfv369bMtW7bk+lulSpWsXr161q1bN7v22mvt1FNP9d2qu/fee23ixImFPubrr792rzWW86tYsaLVr1/f1+sSABB9mzdvtrffftu++OIL9z186NAhq1atmp1yyil25pln2sUXX2wNGjTI9fj+/fu7+59++qk1adIk6PM+9dRT9uKLL1r58uXt2WeftQEDBri/T5gwwe677758j09OTrZatWpZ+/bt7fLLL7c+ffoEXVbNW8+5fPnyoPPdsWOHm1d6enqRyxgse+R1xhln2JtvvlnoY1DyCPNl2Mknn2y1a9d29w8cOGDr1693O/6///1ve+aZZ9yO5/fXlVe5cuWiPr/U1FRr2rRpzu979uxxH4Jalx9++KGNGTPGfvKTn0R9vgAA/3jppZfsueees+PHj1tSUpKddNJJ7rZ3715btGiRLVy40AXyRx55xAYNGhTy87722mtuOn2/PfbYYzlBPm8jk4K75/Dhw7Zp0yb77LPP3O2GG26wO++8M6LX5AX5ULVs2dJSUlJy/W3r1q3uhrKJMF+GjRgxwrUCeNLS0ux3v/udazHQkfz06dNdi4HfX1esnX322fb444/na63Qupw3b579/ve/txkzZrjWDQBA4vm///s/Gzt2rFWoUMFuueUWGzZsWK5Gp507d7ozvXrMN998E3KYf//993O+f3S2eMiQIUEfV7duXXvrrbdy/e3o0aP29NNP29///ncXyi+44IKwziRv27bN3n33XXdgkpWVFfJ0f/jDH+z000/P9Tcd5KjhC2UTNfM+UqdOHXvyySfdEbxaChTqERmVLI0cOTLnQ3r16tWsSgBIQHPmzHEhXaFXgfXWW2/Nd/ZYYfvXv/61O5vboUOHkJ536tSp7nsmOzvbbrrpJrvmmmvCWq7KlSvb3Xff7b779Rxz584Na3qdDTh27Jidf/75ITVWaR7wJ1rmfUYfKCpTWbVqlSu78Vx11VX25Zdf2htvvGHdu3fPNY1OD15xxRXuvloF8rZSy/bt2+3VV1+1WbNm2Q8//OB2/EaNGlnv3r1t6NChbp7xRq/Po9OqwXz++eeuPlAtMaqd1EGAWvp1dqFhw4YFPre3PQqilh99YeSt7x89enRIZy1CqW2MpMZRLUHTpk1zdZWqwdQZDNGp5oEDB7ovo6pVqxa6POPGjXP9EfJasmSJey9J48aN3ZmlYHWnRSloHam/hVqwdCpcpVQ1atRwrUs6Pd22bdt8j2/VqpX7uXLlSvcF/frrr9uaNWtcy5ymu+OOO9zp5oJea0G1p14NbN59LTMz050u13RaVrWaZWRkuPdh37597brrriuw/Ezze+GFF9yXufbVvO/XULexvtgvueQS9/lx22232c0335zvy3z48OHuvfuLX/zClRMEbr9PPvnEnc3S6XaV/qmETfNWyAnWYui15un9ftlll7m64ZkzZ9q+ffvcuvv5z39uV199tasPDhTpuirsc/CPf/yj/fOf/3TvBa0rlREUtZ8GyvueFb1fFALnz5/v9hWdKe3YsaP98pe/tJ49exb63lm3bp29/PLLbj/Tetd02h55W0RL6vM93JZX7/2v1673TEHvQa0Lr+Ep7z5T0L6kba33jN4DWkaFUu2XxfmMKsxf//pX9/PSSy8tsuRS/a0uuuiiIp9T++pvfvMb915WK//tt99ukdABhmr0dWa+oO+pYLSdx48f76bX++rjjz8uchrv+TlL7T+EeR8K5+hZj33iiSeK/NDRB+fBgwfdB2bz5s3ddKrX0xeAPhgDg2dxTZkyxX0Ya34KA126dLHBgwdb9erVrSQpoIuChL4I8vrzn//svmxFH6b6Ml+7dq07FTp58mR75ZVXimyhyVt7GK26Q9VW6ksl0FdffeV+an3mXYZw1slvf/tbt07UGqT3grbT999/b999953bbgpEajEqyDvvvBM0zOvvRclbNxpow4YNtmvXrgJrUhVi9L6tWbOmC5b6MtN7TQHsL3/5i51zzjlBp/3b3/5mf/rTn9yBsl6vQpaCglrrtI2DhatI6AyQvlT15er14zhy5IgLM5rPf/7zH3dKXOs9kN4vCuA6QNF2UfDSgYpo2yiYh0rrV2f3FFoUYM466yw77bTTcv6v/V2hUfuDDjADqSxt48aNbv3qoFY3LfsHH3zgQr72lbxB06MziZqngpfejwq92pe0LHrfKkhqvRR3XRVEfYz0vtW6U/j29kkti4Jj3n1ABz16H2p9efT+CKTPALWaKgB5HSQVuFSypwOWBx54wIXwYDSt3pMnnHCCWyYdzCrw6kBJfz/vvPNK/PNdjRN5Pzu8fS5YP6dQBirQugj3DLKWTaWPCvKdO3d2BxhekI/WZ1TeAx01AIh3UFRcS5cudS3xeh9deOGFOWeBI6HX5jXc6bWGSgf/em/qwCPU6bwwH7i+4Q+EeZ/Rl5w+YCWwU2dBPvroI/fBoi8btSznpcCjD3J9YChQq0VRX9aiGjt9KYVTaxcKtXbn/WLTl7kClVq9Y02hSK2M6ogkGilAX6qB9EWicKIvDLUEey0xWk8KOTp9qpYWLXuwLw1vnelLKTDgRKvuUKMhFNTSnLfuMhz6QleNprZDYH8Mve/USqtwrDCkcBCMlkHBTi2vgetUrbhqGdL/1RJekGB1o0WNTqT3qIK83rcPP/xwrtD+3nvv2UMPPeSm7dSpkwugwYKe/q8WYoVHhUZ9+aq1XmGtoG0cLq1PLadalr19TPbv3++WQWc0dACp91sgtcbqPatApSAb2ILptYqGo02bNq5VXvNSQJ80aZJVqVLFHRRo26tVTiE7b38cheuuXbvaiSeemPM3BWFtE61jhVdt+8BQ7tHoIAoUeo3e8i9YsMBuvPFGF760zdV6Wdx1FYxai3Xgom2v9aeDA0+wkOW1Fms+BY36odB4zz33uNeq/UJnGLzXrYNHrVctmw5qW7dunW96PbdakBVKFZy0HnXWQvuWPjO0noO9V2P5+a7XoFuwfS6Sfk5qkdb7SO8nHRRpvwqFDk40Tx1oqU5c781ofkbltXjxYvdTn1fBtlW4VLKpM1XqwKrtqPdxJAM7aHodoOh9oe2n/TbU70cdHGodat3nPftWGJ31kMCDWPgDNfM+ohYShQsd7euDp1evXoU+Xo9TK4++LAqq1VOrpIKWTgl7gcijLyedcozWqDkKATrt+K9//cudGlaLnFqGdHpZ4U8fOsuWLbNo04eaQqR369Gjhyu9UA9/dfRRCMnLa5FXS03gKVW16KmjlIYM0xe+RhYKxmvt89vpSp19UKtg3iCnkK0vZr2XFHILotIMrVcFxEBqvdWXuf4fbfpiV2ueDs7ytr6rNVhhV0FHwT4YtU6rFMALYwoPo0aNcq9Z21iBKRp05kllEIH7mKiVXaFSIUUHPHlbir2Wd70XCwqX4VKZioKGWvwUnvRZoQCqnwoiahHNS2EwMMiLDna1jlWTq5ZeHSQHo9ekz5fA5VfQ9UoPFLIDzzhGuq7y0ntV7ws9jz5rorX+nn/+ebeu7rrrLveeDjyA0eelRh1RmNWBWDBqxVdQ9lpAtR61/tu1a+eCmw5+ilLWPt/z0v6mMKqzSgWVj+Wl8K5SOX0OKZDnbWSJxmdUsJZ573mLS/uAhjvWmSivDEvfbaHQZ03g95T2Qe1bOmug/VUHpaF+n+jgVa3s6qQbaomsgrwX5vOOZIOyj5b5MkwfbF4A8Yam1A6qDyu1QBS1w6kGWB8Q+nAp6EtM5QTyq1/9KibDQgYK1kKgcXv1pa5WOdXGqnVeyx3LoSnV4qGWC53yV+mHTi0Htsgo+HmhJNhpcoU9fYFr+6gUI29rVuDpSj+2cKilTq2Lem36ctL68oKW3iN6HyqY520xE7UcKWjpfauWbo/Ws0qVon3mRe/vb7/91m3jgmruFVYU5NQSHExgi7BH203bVaeqZ8+e7QJJtKjsQWd+tB71XvNaRrWPa73qzFuLFi1yHu/t5/p/tCjIKcTry16t4pqnWpsVJgtryVM40cGNDjAUUrww7ZWO6TnylmqIgomeOy+tVx0cazuq7CbwdUeyrvKWeKglWu9T7avRup6EQrQ3+lVBrdV6z+kzuqD3XEHlHDpLqJZ5ved09sRPn++BdECis5Aq4dHr0GdJUVQ2pYMTlc4o0OctI4zWZ1Re3hmNUB5bFPWzUZDXe12vXdtfB5N6XeGWGOo7RPuVSrfUGKKWeY1mUxSVwqnBTAeIKvUJlXcAIoFnr+APhPkyTB9IXq2cArxaHlS/qw9v7diF2b17t/sCU0uMdyo72Aeu1yqhEoTSog8xtdDpC0f1unlLNGIxNKVCiOoq9UF75ZVXuhZ270Ig+jDUl4WWK29LZGDLmgR2Qg7kBa9wvyACD+C8i4aoLl+hoSQ+YFXGoJZZ79RzYY8L9toUEhWC9UWuMy8KdjowUmmNTnsHK8EoDq/VWmcDFISC8cZY9t7reRUUBr2/F7SN9Z4NdrCmfa+gEKgW22D7YkFfqqKDXdWIK+CoVEUdAr2a+eLQe/v+++93Z6ZU16xSIgXrgupl9d7UWZDCyu4KaoUsqGZXgUcHf95nnbfOI11XHr1/1WlSgUit/MH6xERKy6n3lNbT9ddfH/QxXrCM9nvOL5/vOiOgEKoSn7x9DYJReZbee6L3dmGDCxT3Myovr4U/1DKgot6Peq/rrIK+A3RWVwe/+llUx9qCSgy1b2pf0FkgvZ6iBgpQq7y+3/Q5XND3VzDeAAbaX6J14UaUHMJ8GRbqyCYFnQbWh4lapgr64g+ssSzpzqd5eV82CgpqaYlmmA9GQVnlFzqFqRpLneb3ym289aJTwwW1Znkd74LVqQaGjHADeOABnEfLpy9ufUEGK38IlUY20JjHeankyLu6oN5z+pJs1qyZK4lSCZQOKLzQqgOjYKOpBNKXiL5Q1NKmMK9WeS/kq/QgmryDJgUXrwNwQQq6cEpB26iobex1oA6VSrcUuvSlrS9mhXTd99atDkb0GvKWjmgUGLVAqiUykovGFEbLoH1B89Q+WFDIVAujWhfVGq06b7U8azQUhQvtI97VLQsqeylsP9D/vJb34q4rjw46tFxq/NA+/uijj4bUOhrOe077QKTvuYLKTop6z/nh810jD6lDumr+1UATCm/IZZWX6AytGgP0PgsmGp9RgbwzAKGODlYYlerooFvbVzed5VLfDvUpUaiP5LowKqfVQZHO9KivVGFhXvuRWvF1oKmDvHB4ffHiceS6RECYj0MajUM1lyotCVZC4An8YNEXQ2kG+sDWwGgHvsIoHCssB9bqe+tFrV9qYQsW6NXqFPjYvC1Cuql1I2/NbzgHcKpfVMuz6rf15aX6fn1QR0qnbIOFD2+EGAUjtQCLwnje1lT933vdhfHKafRcOsWu2mbVpau1TeVN0eQNQaeDhkg7/mo7B16ePe96KegLuKihKfPy6ni1jbU+goWgYBS2vXIffamrpEDDK6olPdzRbAJpP1MnTm1XHWxpJBW9v4INu+ctu8KZWkVDXfaizlYUtJ4jXVce7beqrVfdvUYTUZBSXX+wK2+Gy1tOhUB1II2E1kewsxVFvef88PmugyZ9dj344IMhn5nUQaIOwFSeolISNa5omMm8I1tF6zMqkNdAorNKKhMrTidYvYbAzxKdRdfnn4bQ1HqJdFQbbxl1hlMHiAW1nGtwBe3XajgJt3+I9zlS0AE9yjY6wMYhna7Uh5o3UkJBVIvrffAU1HGtpARetClYsIoVr2Qg8HS9Tskr3OhUv84SBKOOXQW1YnijtagUpzhlJQprGjbQO/2s5w21M1UwCoJ6jrw37+BBAUNBUQcgwYKGtlGoB1rqU6DT1iqtiVXH18ByJ9VbRzrqkurAC/t7tFqqvJa/YGdXNFpNQSUZgSFO20edGXXAoIMX1VdHSi3pOkhULbla1kWtf8GGTi1s2UUhKJJ1rPeGN7/A9VzcdaWzTQq6OthTq7wOyNU6Wpz9x6MQrc9VjZ5SUJlPUfR+jfQ9V5Y/39V/RQeEamEv6EqnwWjb6GyPDpDUMVifMzogztu6Hs3PKI/mqc7gotLL4sh7xkUH4nr/6WBFzx3pdvA+23SQqoaiwvqz6D2h93+4vOE5A4eqhX8Q5uOMToerxVAtlWrZKIrXUqVTg6XJm78+oAvr+BRtXt1lYG2hWrS8EBHsIihqdfLq2lW/XFCns4LG3A6XTiF7ihq9ozi84RfV2uuNahBIdaChUtmOgoS+3HW6XUMMxoJCj4awU6jKO4JOqIJ9getATmVJXiftaK7fYGPl6/1fWAhR+FPncLWuqrW6uJ0ZVSKk1n598Sscnnvuue6AS0FBYSrvtSy8lsBgy64zBkWFee1nK1asyPd3lX2ppVHlCYHhrDjrSgJH+tLBj16bwrfOchWXWpu13ytghXoxtrwKCo3e3wt6z5X1z3d1qtZ7xxu2M1SBF9hSp2itX7UU6z0aq8+oQF5Jij7X1bm5MDqQDOcMqc42aDAAvV908B3OhZ/yfk/pu6mgEi2VXmkeGgEn8IKIodDBs84eiC7+Bf8hzMcZnZ4UfZiGQqfNFRBUk6vOcIEtV/pg0AebRpMIpLpdtaKoLjJUen7VDuZt6dbpX7VceEM8BhtJQ/PxhnuLFoViPa/GixeN6hHI69im1s/AYc70JaLhQdVCpADys5/9LOd/+hLTMJgaA1stMtEYAUXbQLXyoprhUId4i4Rqb9VKq3Wj0KNAKwpOqmHWeOuhXkxELVEqC1LLvFrdYjlEp2qqFW41xry+jPMe8Og9p1CgTnbB6D2ukUG8AKuQoNPhGu1IpUGB27g4vNY/dcb26pk1Tx2EaLSdgk6d6/Vof9ZyKQwU1jkwFHoe72JHOlvjdaZXiNdZKZXb5B1Rylt2vQ8C92HVN+tzo6gOc9of9PyBdclqCfSul6ByhMADlEjXVUH0erXeNH1RYS0UXudnva+0TvIGS713tA4LKv1SC7LqxL1gp22sMgwd/CqwqZ9EaX2+F+cAUdc9UFlUcQ+AdYZI60HrNvBAMZqfUcGGp9U60XeQylXylobpd733VIYW7hDKer9o39J2V/+ncOhg2bs2iUqQgn2W6vWrnEfvyXBb5XUAr89QPYdKjKI16hNKFjXzcUanIDUGb6ijF+gIXl+oCl1qJVOLg2rm9KGm+mY9n/4X2LKqmkR9KYczVJ5Op+vDVje1vKu1Vh/IKlfRF5q+yPUhGmzoLc1H84t0HGDVtQaOdOINTalgLmq1yxvY9HpVG6zl1QedDkTUUU8tpJpeHXRVH+m1FClwqKVMrX96LTpF7JWAhOMf//hHzkW11GKpD38vAOm0eqyHl1OHMg1npk6r6kugukvNX6UN+ruGPAu1o5gOwGI1hnXeswAK3xqZSGFXLddqsde6Um21V0Org4qCvmgVDHTQpLMJKmfRe0OBUa3W0RiyThScNTKFOrKqT4HKNfR+UfDTwaTKTTSaU7ByGIVmvb801ntxqYVfp+R19knjV3sUntSyqtGdFCwVcLz62aFDh7pgqpGe9Pmizofab7Wu9D5XPXphrb+aXq9b1wFQWFD41bTevpZ3qMZI11VhJSd//OMf3T6tWm6VIxRnLG0dAGkdaWx4fTYobOnMgld+45UOFTTajd5zml6fuTorqM8j7WPeRagKOjtZEp/vkdJzKWjqwKm4tNz63NU200GIOtPrgDDan1GBdLCpAx8doKkDrlq6FcB1AKGDIB3Ear3p8yDcUhR9T6ixQdcDUJjXNsxbm673TeD3VODQlKL+A1onBdGyaT8L58y2PlvUqKV1533XFjQqmPeeVgu+HqPGqmDDMqN00DIfZ/RlUtAoAIWdklbLuL7E9SGqwKoQpC8ZtezkbbWOhE41qsVAF2zSB75CquajDx4FFH0w6ws8FnSqXh0/vZsOIPSBrC8wdaLSl2ewkKz1qA87tTLpi0r15Sp5UauZvjACP9D1QaovYn1IK5AHjrEebuuWvqB0mzVrlgs9Wk4FpXBqUCOl8O2NmuMFLgUphVrvAj9lkeqj1eqqU8w6e6FtrNEZtL10gKgrbhYUhBW4FHAV5DWd3gtaDwoQGkUlWvRlrPeG3k96v2jd6gBRByAK0cGoBVDhQqOcFHQwEg4FZJ05Ui25d3XOQCrf0PrQgaSCqtdyrOCrEhCtQ93Xsut/as3UvlvUKB3aDjpros8ShRMFSR0QKJwoCOctyYhkXYVy0Kd9SJ9teYeqjcRPf/pTd1CgUbHU0KBl1PtHwU3/03IG6ywsOvjRfqYDG30Oan3rs1EXmSrsTFBZ/Xz3qP+Nyt6iQYFRpYo6W+GdnYz1Z5QalNTCrYNcHbCpfE/hVWFe+4bODusMnzpVh0ulRFo/Opug93HeUjb9PfB7Sq9b+5hGZNLjdTBd2JC0anwo6P1W2Og3XpAXHQQFLkPgzQvz3shhwfrWoPSUy877jgKABKBOeoEdlhF9auFUWFfrb6wO1v1EQVSBqaCRkICSpLMRKg3VQWSofbxUSqUDWPbpsoWWeQAAAMCnCPMAAACATxHmAQAAAJ9iNBsAAIAEo0EpNCKN138oFLr6tDqnhzuWPWKLDrAAAACAT1FmAwAAAPgUYR4AAADwKcI8AAAA4FOEeQAAAMCnCPMAAACATxHmAQAAAJ8izAMAAAA+RZgHAAAAfIowDwAAAJg//T972LdmWIKaPgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 800x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "fig, axes = plt.subplots(2, 1, figsize=(8, 8))\n",
    "\n",
    "axes[0].plot(np.array_split(res[:, 0], 2)[0], np.array_split(res[:, 1], 2)[0],\n",
    "             'b-', label='$V(I_{up})$', linewidth=3.0)\n",
    "axes[0].set_ylabel('$V$')\n",
    "axes[0].set_xlabel('I')\n",
    "axes[0].grid(True, alpha=0.5)\n",
    "axes[0].legend(loc='upper left', fontsize=12)\n",
    "axes[0].arrow(x=1.0, y=0.1, dx=0.5, dy=0.0, \n",
    "         head_width=0.1, head_length=0.2, \n",
    "         fc='black', ec='black', linewidth=2)\n",
    "axes[0].set_title('Прямой ход', fontsize=14)\n",
    "\n",
    "axes[1].plot(np.array_split(res[:, 0], 2)[1], np.array_split(res[:, 1], 2)[1],\n",
    "             'r-', label='$V(I_{down})$', linewidth=3.0)\n",
    "axes[1].set_xlabel('I')\n",
    "axes[1].set_ylabel('$V$')\n",
    "axes[1].grid(True, alpha=0.5)\n",
    "axes[1].legend(loc='upper left', fontsize=12)\n",
    "axes[1].set_title('Обратный ход', fontsize=14)\n",
    "axes[1].arrow(x=1.5, y=0.1, dx=-0.5, dy=0.0, \n",
    "         head_width=0.1, head_length=0.2, \n",
    "         fc='black', ec='black', linewidth=2)\n",
    "\n",
    "fig.suptitle('Рис. 5. Вольт-амперная характеристика СКВИД',\n",
    "             fontsize=16, y=0.02)\n",
    "\n",
    "plt.subplots_adjust(hspace=0.3)  \n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7609557a-c0ec-4f7f-b561-2334555c7902",
   "metadata": {},
   "source": [
    "## 3. Исследование влияния величины внешнего поля $\\varphi_{ext}$ на вид ВАХ"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "428f1722-5ae7-45a8-af59-a9b6eca6aaac",
   "metadata": {},
   "source": [
    "Проведем расчеты для построения графиков вольт-амперных характеристик СКВИД при различных значениях внешнего поля: $\\varphi_{ext}=0$, $\\varphi_{ext}=0.25$, $\\varphi_{ext}=0.5$. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "dd85a60b-ef6c-436d-b055-c92c4f2e0103",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.51435923576355\n"
     ]
    }
   ],
   "source": [
    "ph_ext = 0\n",
    "start = time.time()\n",
    "res0 = comput_vax(s0, beta_c, beta_L, n,\n",
    "                  Icurr, ph_ext, nt, ntmin, t0, deltat, a, deltaI)\n",
    "end = time.time()\n",
    "print(end-start)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "42e71cc7-ee42-4a03-986a-1cf6d5e12ddb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5.077096223831177\n"
     ]
    }
   ],
   "source": [
    "ph_ext = 0.25\n",
    "start = time.time()\n",
    "res1 = comput_vax(s0, beta_c, beta_L, n,\n",
    "                  Icurr, ph_ext, nt, ntmin, t0, deltat, a, deltaI)\n",
    "end = time.time()\n",
    "print(end-start)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "ec9f5475-b97b-4ef4-b57f-4d0745fbf1a2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.111905813217163\n"
     ]
    }
   ],
   "source": [
    "ph_ext = 0.5\n",
    "start = time.time()\n",
    "res2 = comput_vax(s0, beta_c, beta_L, n,\n",
    "                  Icurr, ph_ext, nt, ntmin, t0, deltat, a, deltaI)\n",
    "end = time.time()\n",
    "print(end-start)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1e93aafe-eb99-46b8-b6af-5e62f6352d78",
   "metadata": {},
   "source": [
    "ВАХ при различных $\\varphi_{ext}$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "575ad6ac-6afc-46c0-b2b1-24d54f68b4bb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(2, 1, figsize=(8, 8), sharex=True)\n",
    "\n",
    "axes[0].plot(np.array_split(res0[:, 0], 2)[0],\n",
    "             np.array_split(res0[:, 1], 2)[0], 'b-',\n",
    "             label='$V(I_{up})$, $\\\\varphi_{ext}=0$', linewidth=3.0)\n",
    "axes[0].plot(np.array_split(res1[:, 0], 2)[0],\n",
    "             np.array_split(res1[:, 1], 2)[0], 'r-',\n",
    "             label='$V(I_{up})$, $\\\\varphi_{ext}=0.25$', linewidth=3.0)\n",
    "axes[0].plot(np.array_split(res2[:, 0], 2)[0],\n",
    "             np.array_split(res2[:, 1], 2)[0], 'g-',\n",
    "             label='$V(I_{up})$, $\\\\varphi_{ext}=0.5$', linewidth=3.0)\n",
    "\n",
    "for x_pos in np.arange(0.2, Imax, 0.2):\n",
    "    axes[0].axvline(x=x_pos, color='black', linestyle='dashed',\n",
    "                    alpha=0.3, linewidth=1)\n",
    "axes[0].set_ylabel('$V$')\n",
    "axes[0].grid(True, alpha=0.5)\n",
    "axes[0].legend(loc='upper left', fontsize=12)\n",
    "axes[0].set_title('Прямой ход', fontsize=12)\n",
    "\n",
    "axes[1].plot(np.array_split(res0[:, 0], 2)[1],\n",
    "             np.array_split(res0[:, 1], 2)[1], 'b-',\n",
    "             label='$V(I_{down})$, $\\\\varphi_{ext}=0$', linewidth=3.0)\n",
    "axes[1].plot(np.array_split(res1[:, 0], 2)[1],\n",
    "             np.array_split(res1[:, 1], 2)[1], 'r-',\n",
    "             label='$V(I_{down})$, $\\\\varphi_{ext}=0.25$', linewidth=3.0)\n",
    "axes[1].plot(np.array_split(res2[:, 0], 2)[1],\n",
    "             np.array_split(res2[:, 1], 2)[1], 'g-',\n",
    "             label='$V(I_{down})$, $\\\\varphi_{ext}=0.5$', linewidth=3.0)\n",
    "\n",
    "for x_pos in np.arange(0.2, Imax, 0.2):\n",
    "    axes[1].axvline(x=x_pos, color='black', linestyle='dashed',\n",
    "                    alpha=0.3, linewidth=1)\n",
    "axes[1].set_xlabel('I')\n",
    "axes[1].set_ylabel('$V$')\n",
    "axes[1].grid(True, alpha=0.5)\n",
    "axes[1].legend(loc='upper left', fontsize=12)\n",
    "axes[1].set_title('Обратный ход', fontsize=12)\n",
    "\n",
    "fig.suptitle(\n",
    "    'Рис. 6. Вольт-амперные характеристики СКВИД\\n'\n",
    "    'при разных значениях $\\\\varphi_{ext}$',\n",
    "    fontsize=16, y=0.02)\n",
    "\n",
    "plt.subplots_adjust(hspace=0.3)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6fda10b6-8ad9-4373-9256-14f50194a30d",
   "metadata": {},
   "source": [
    "Эти графики показывают, что, при изменении величины $\\varphi_{ext}$, происходит смещение ВАХ. При этом, значения критического тока и тока возврата, рассчитанные для разных значений внешнего поля $\\varphi_{ext}$, отличаются."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8992c2eb-096d-4bd2-8a9d-907d25d00191",
   "metadata": {},
   "source": [
    "## 4. Вычисление зависимости величины тока возврата от внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "537badff-7e76-4584-9983-e164dee8cda9",
   "metadata": {},
   "source": [
    "Расчет зависимости тока возврата от внешнего магнитного поля включает расчёт вольт-амперных характеристик СКВИДа в диапазоне значений внешнего магнитного поля и последующее определение на каждой ВАХ значения тока, при котором напряжение становится равным нулю при движении от больших токов к нулю (при обратном ходе).\n",
    "\n",
    "Для этого вводим следующие параметры:\n",
    "\n",
    "* npoint - количество точек в интервале значений внешнего поля\n",
    "* ph_extmin -  минимальное значение внешнего поля\n",
    "* ph_extmax - максимальное значение внешнего поля\n",
    "* deltaph_ext - шаг изменения внешнего поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "5e5a8712-9e80-4fbf-928b-7025d4c7fe03",
   "metadata": {},
   "outputs": [],
   "source": [
    "npoint = 1000\n",
    "ph_extmin = 0.0\n",
    "ph_extmax = 2.0\n",
    "deltaph_ext = (ph_extmax - ph_extmin) / (npoint-1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80306322-b4ee-45ff-aeba-4ffb7fc7d586",
   "metadata": {},
   "source": [
    "Создаем равномерную сетку значений внешнего поля *[ph_extmin, ph_extmax]* с шагом *deltaph_ext* в виде массива"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "89e8e91c-fddb-43a4-b4d3-9cbdb0b5daf7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1000,)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ph_ext_array = np.linspace(ph_extmin, ph_extmax, num=npoint)\n",
    "ph_ext_array.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9f8891aa-8795-49c8-93f0-b6f4865c9cf0",
   "metadata": {},
   "source": [
    "Создаем пустой массив, в который будем записывать полученные значения тока возврата."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "faf51d44-6f83-43ce-a1cf-63740a652986",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1000,)"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Ireturn_array = np.zeros(npoint)\n",
    "Ireturn_array.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "425ae596-2885-4205-8bcd-7a22cfcfcd85",
   "metadata": {},
   "source": [
    "Обозначим величину тока, до которой будет проводиться расчет ВАХ."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "d0fb739c-b5a8-4fd6-9040-942db61e4b9c",
   "metadata": {},
   "outputs": [],
   "source": [
    "Imax = 2.2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d8b46618-1101-4ba6-b6ae-8a68e2ab9243",
   "metadata": {},
   "source": [
    "Задаем функцию для определения значения величины тока возврата для заданных значений параметров модели"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "045a7fcf-8bc5-4a9a-beff-7d3cabfb2688",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def get_Ireturn(s0, beta_c, beta_L, n, ph_ext,\n",
    "                nt, ntmin, t0, deltat, deltaI, epsilon):\n",
    "    ''' Функция для определения значения тока возврата\n",
    "            при заданных параметрах модели.\n",
    "        Возвращает значение тока возврата.\n",
    "        s0 - массив начальных условий,\n",
    "        beta_c, beta_L, n, Icurr, ph_ext - параметры модели,\n",
    "        nt - количество точек по времени,\n",
    "            в которых найдены решение,\n",
    "        ntmin - номер шага по времени, соответсвующий\n",
    "                нижнему пределу интегрирования,\n",
    "        t0 - начальное значение времени,\n",
    "        deltat - шаг по времени\n",
    "        deltaI - шаг по току\n",
    "        epsilon - точность нахождения тока возврата\n",
    "        '''\n",
    "    Icurr = Imax\n",
    "    a = 1\n",
    "    while Icurr < 100:\n",
    "        res = cvcpoint_new(s0, beta_c, beta_L, n,\n",
    "                           Icurr, ph_ext, nt, ntmin, t0, deltat)\n",
    "        Vav = res[0]\n",
    "        s0 = res[1:]\n",
    "\n",
    "        Icurr += a*deltaI\n",
    "\n",
    "        if (Icurr > Imax):\n",
    "            a = -1\n",
    "\n",
    "        if (Vav <= epsilon) and (a == -1):\n",
    "            Ireturn = Icurr\n",
    "            break\n",
    "    return Ireturn"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "45c8ca4d-71da-4d23-b5c5-a9735cd899c4",
   "metadata": {},
   "source": [
    "Задаем значения параметров модели и начальные условия:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "c7fdbd6f-94bf-48e0-8dac-a88152dad11e",
   "metadata": {},
   "outputs": [],
   "source": [
    "beta_c = 25.0  # Параметр МакКамбера\n",
    "beta_L = 1.0  # Номированная индуктивность\n",
    "n = 0  # Число квантов потока\n",
    "ph_ext = 0.0   # Значение потока внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "b287cd61-8a63-4669-bb8a-db75ded82d44",
   "metadata": {},
   "outputs": [],
   "source": [
    "s0 = np.array([0.0, 0.0, 0.0, 0.0])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9e718d2f-51c8-4658-b07e-df485b6a32bd",
   "metadata": {},
   "source": [
    "Также вводим параметр точности $\\varepsilon$, сравнением с которым будем определять величину тока возврата."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "9f4dea1d-6355-46f8-99a0-dca1e8ccf954",
   "metadata": {},
   "outputs": [],
   "source": [
    "epsilon = 0.001"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca68d7b7-5173-4dc4-afce-6a5f9dc38d89",
   "metadata": {},
   "source": [
    "Для каждого значения величины внешнего магнитного поля в интервале вычисляем значение тока возврата"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "67d18702-830f-43ea-b5f8-e17ade46c002",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "IOStream.flush timed out\n",
      "IOStream.flush timed out\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 16min 57s, sys: 1.19 s, total: 16min 58s\n",
      "Wall time: 17min 1s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "for i in range(0, npoint):\n",
    "    ph_ext = ph_extmin + deltaph_ext * i\n",
    "    Ireturn = get_Ireturn(s0, beta_c, beta_L, n, ph_ext,\n",
    "           nt, ntmin, t0, deltat, deltaI, epsilon)\n",
    "    Ireturn_array[i] = Ireturn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "8711ebbf-9d5d-40e0-892e-496486dc6c62",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1000,) (1000,)\n"
     ]
    }
   ],
   "source": [
    "print(Ireturn_array.shape, ph_ext_array.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "26d64638-adf4-4d87-bfc3-a60f5daf3f91",
   "metadata": {},
   "source": [
    "График зависимости тока возврата от величины внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "f54c1595-28ec-46a6-8034-f36bcc3aa5e1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "\n",
    "ax.plot(ph_ext_array, Ireturn_array,\n",
    "        'b-', label='$I_{r}(\\\\varphi_{ext})$', linewidth=3.0)\n",
    "ax.set_xlabel('$\\\\varphi_{ext}$')\n",
    "ax.set_ylabel('$I_{r}$')\n",
    "ax.grid(True, alpha=0.5)\n",
    "\n",
    "fig.suptitle(\n",
    "    'Рис. 7. Зависимость величины тока возврата от внешнего магнитного поля',\n",
    "    fontsize=12, y=0.02)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1724dd49-699a-45d8-bc88-62d5cdaaa06a",
   "metadata": {},
   "source": [
    "## 4. Модуляция напряжения при фиксированном токе в зависимости от внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0f03bb81-fbec-4905-a92f-e0f3047b3ad2",
   "metadata": {},
   "source": [
    "Для демонстрации модуляции напряжение СКВИД в зависимости от величины внешнего поля необходимо расчитать вольт-амперные характеристики СКВИДа в диапазоне значений внешнего магнитного поля и определение на каждой ВАХ значения напряжения, которые соответствуют фиксированным значениям тока.\n",
    "\n",
    "Для этого вводим следующие параметры:\n",
    "\n",
    "* ph_ext_min -  минимальное значение внешнего поля;\n",
    "* ph_extmax - максимальное значение внешнего поля;\n",
    "* n_point - количество точек в интервале внешнего поля;\n",
    "* delta_ph_ext - шаг изменения внешнего поля."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "f2e5076a-73c0-4f65-86be-82e13404a570",
   "metadata": {},
   "outputs": [],
   "source": [
    "n_point = 300\n",
    "ph_extmin = 0.0\n",
    "ph_extmax = 2\n",
    "delta_ph_ext = (ph_extmax - ph_extmin) / (n_point-1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "365b9821-6306-41dd-9f4c-980c558d89b6",
   "metadata": {},
   "source": [
    "Создаем массив значений внешнего поля:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "30845265-a487-4232-8c75-336ce5bc50d9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(300,)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ph_ext_array = np.linspace(ph_extmin, ph_extmax, num=n_point)\n",
    "ph_ext_array.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9ce29e05-91bf-4c9d-a3fd-641e00c3c644",
   "metadata": {},
   "source": [
    "Также вводим параметры:\n",
    "* n_fix_point - кол-во точек в интервале по току;\n",
    "* I_fix_min - минимальное значение тока в интервале;\n",
    "* I_fix_max - максимальное значение тока в интервале;\n",
    "* delta_I_fix - шаг в интервале по току."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "b6bd6698-dc98-4fdf-b9d6-1b0280416ee8",
   "metadata": {},
   "outputs": [],
   "source": [
    "n_fix_point = 20\n",
    "I_fix_min = 0.2\n",
    "delta_I_fix = 0.1\n",
    "I_fix_max = I_fix_min + n_fix_point * delta_I_fix"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "30a6b31d-234b-42f0-b702-4e0d36df0bfc",
   "metadata": {},
   "source": [
    "Создаем массив фиксируемых значений тока:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "d8116c85-352d-4506-9107-c444c7b4dee5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(20,)"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "I_fix_array = np.linspace(I_fix_min, I_fix_max, n_fix_point)\n",
    "I_fix_array.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64937751-c44e-42df-87af-f86bc1b203d0",
   "metadata": {},
   "source": [
    "Создаем фукцию, которая проводит расчет ВАХ при заданном значении внешнего магнитного поля и нахождит те значения напряжения, которые соответствуют значениям из массива фиксируемых значений тока *I_fix_array*."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "da0b5543-042d-43f5-b1e4-1967dd4573e5",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def numba_V_mod(j, ph_extmin, deltaph_ext, s0, beta_c, beta_L, n, ph_ext,\n",
    "                nt, ntmin, t0, deltat, deltaI, I_fix_array, n_fix_point):\n",
    "    '''Функция для расчета ВАХ и извлечения значений напряжения,\n",
    "        которые соответствуют фиксированным значениям тока\n",
    "        при заданных параметрах.\n",
    "        Возвращает для заданных значений параметров,\n",
    "        массива фиксированных токов и значений внешнего поля\n",
    "        массив значений напряжения, извлеченный из ВАХ.\n",
    "\n",
    "        s0 - массив начальных условий;\n",
    "        beta_c, beta_L, n, Icurr, ph_ext - параметры модели;\n",
    "        nt - количество точек по времени, в которых найдены решение;\n",
    "        ntmin - номер шага по времени, соответсвующий\n",
    "        нижнему пределу интегрирования;\n",
    "        t0 - начальное значение времени;\n",
    "        deltat - шаг по времени;\n",
    "        deltaI - шаг по току.\n",
    "        '''\n",
    "    V_I = []\n",
    "    a = 1\n",
    "\n",
    "    ph_ext = ph_extmin + j * deltaph_ext\n",
    "    cvc = comput_vax(s0, beta_c, beta_L, n, Icurr, ph_ext,\n",
    "                     nt, ntmin, t0, deltat, a, deltaI)\n",
    "\n",
    "    cvc_0 = cvc[:, 0]\n",
    "\n",
    "    for i in I_fix_array:\n",
    "        # Поиск ближайщего значений тока ВАХ к значениям из I_fix_array\n",
    "        min_index = np.argmin(np.abs(cvc_0 - i))\n",
    "        V_I.append(cvc[min_index][1])\n",
    "    return V_I"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "593db6bf-8718-4c14-a194-d2adab800cd7",
   "metadata": {},
   "source": [
    "Задаем значения параметров модели и начальные условия:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "d1055a46-5557-44bd-afde-74fc2b74254c",
   "metadata": {},
   "outputs": [],
   "source": [
    "beta_c = 0.1  # Параметр МакКамбера\n",
    "beta_L = 1.0  # Номированная индуктивность\n",
    "n = 0  # Число квантов потока\n",
    "Icurr = 0.0  # Начальное значение внешнего тока\n",
    "ph_ext = 0.0   # Значение потока внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "08d66668-ce3f-4728-b8fb-142be6cd92ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "s0 = np.array([0.0, 0.0, 0.0, 0.0])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a893af4d-8b34-4a03-b3f1-9e1d60300c20",
   "metadata": {},
   "source": [
    "Создаем массив, в который будем добавлять вычисленнные значения напряжения, соответствующие фиксируемым значениям тока для каждого значения внешнего поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "002b1dec-9834-4b58-90ae-5adea1c9c1de",
   "metadata": {},
   "outputs": [],
   "source": [
    "Vmod_array = np.empty((n_point, n_fix_point), dtype=np.float64)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c74862d4-b7ef-424b-8248-c09679b6f778",
   "metadata": {},
   "source": [
    "Для каждого значения внешнего поля вычисляем ВАХ, находим те значения напряжения, которые соответствуют значениям тока из *I_fix_array*, и записываем их."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "597335b1-135f-47c1-bb73-10dc8fee05d7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 18min 36s, sys: 1.62 s, total: 18min 38s\n",
      "Wall time: 18min 41s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "for i in range(0, n_point):\n",
    "    Vmod = numba_V_mod(i,  ph_extmin, delta_ph_ext, s0, beta_c, beta_L, n,\n",
    "                    ph_ext, nt, ntmin, t0, deltat,\n",
    "                       deltaI, I_fix_array, n_fix_point)\n",
    "    \n",
    "    Vmod_array[i] = Vmod"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cc66968e-168c-4510-ad39-fa0dd5954b4e",
   "metadata": {},
   "source": [
    "Строим график модуляции напряжения от внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "d03f2ac9-0e70-4cea-a4f9-2249e6dadf9b",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "for a in range(0, n_fix_point):\n",
    "    ax.plot(ph_ext_array, Vmod_array[:, a],  linewidth=3.0)\n",
    "ax.set_xlabel('$\\\\varphi_{ext}$')\n",
    "ax.set_ylabel('$V$')\n",
    "fig.suptitle(\n",
    "    'Рис. 8. Модуляция напряжения\\n'\n",
    "    'от величины внешнего магнитного поля',\n",
    "    fontsize=14, y=0.02)\n",
    "ax.grid(True, alpha=0.5)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "218b8548-c7f1-4734-8077-2624670a9568",
   "metadata": {},
   "source": [
    "## 5. Параллелизация расчета с numba\n",
    "\n",
    "В этом пункте представлены ранее реализованные алгоритмы расчета зависимости величины тока возврата от величины внешнего поля и расчетов для демонстрации модуляции напрядения при фиксированных значениях тока в зависимости от внешнего поля.\n",
    "\n",
    "__Материалы документации [Numba](https://numba.pydata.org/numba-doc/latest/user/threading-layer.html)__\n",
    "\n",
    "```\n",
    "Setting the Number of Threads\n",
    "The number of threads used by numba is based on the number of CPU cores available (see numba.config.NUMBA_DEFAULT_NUM_THREADS), but it can be overridden with the NUMBA_NUM_THREADS environment variable.\n",
    "```\n",
    "\n",
    "https://numba.readthedocs.io/en/stable/developer/threading_implementation.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "2eea714b-8887-428f-8540-e715b9ddd43a",
   "metadata": {},
   "outputs": [],
   "source": [
    "from numba import config, njit, threading_layer\n",
    "from numba import set_num_threads, get_num_threads\n",
    "# set the threading layer before any parallel target compilation\n",
    "config.THREADING_LAYER = 'threadsafe'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "60129143-c0a9-44a0-ab57-cd641a6e19c7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "256"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "config.NUMBA_DEFAULT_NUM_THREADS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "d3861838-cb6e-423f-aae4-a534374e35a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "set_num_threads(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "61df0424-e236-4a1c-802b-ed8f901bff58",
   "metadata": {},
   "outputs": [],
   "source": [
    "config.NUMBA_NUM_THREADS = 20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "75229cad-24d1-45f2-ad94-1c4d745c456b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "config.NUMBA_NUM_THREADS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "b425ee33-4061-4de8-b00b-c932898438a5",
   "metadata": {},
   "outputs": [],
   "source": [
    "config.THREADING_LAYER = 'omp'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "9d14e193-f6a2-454f-8df2-288a693dcedf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'omp'"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "threading_layer()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "8e41e141-6692-42e9-a9d1-5952bcec582a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'omp'"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "config.THREADING_LAYER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "94bd2303-9204-41b9-be76-12a5d778ff54",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Threading layer chosen: omp\n"
     ]
    }
   ],
   "source": [
    "# demonstrate the threading layer chosen\n",
    "print(\"Threading layer chosen: %s\" % threading_layer())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "96956f8d-aa2c-4535-91b8-ec049fb2322f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_num_threads()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "dfa36ab4-a46d-414f-ae3f-4a4fbe4c4e36",
   "metadata": {},
   "outputs": [],
   "source": [
    "set_num_threads(80)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "d3f3c9d1-c5d8-4387-a55f-d476136c2ef9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "80"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_num_threads()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d614203e-c5b1-4f98-9652-19685c146955",
   "metadata": {},
   "source": [
    "### 5.1. Параллелизация алгоритма расчета тока возврата от внешнего поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "02e34ae2-2f07-40c9-a94e-bdfcbe343f2c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NUMBA NUM THREADS\n",
      "256\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "print('NUMBA NUM THREADS')\n",
    "try:\n",
    "    print(os.environ['NUMBA_NUM_THREADS'])\n",
    "except KeyError:\n",
    "    print(config.NUMBA_DEFAULT_NUM_THREADS)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "efc779bc-dcaa-427d-abdc-283788a12152",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numba as nb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "11d0a944-cd62-4397-931b-0c5bfcc26d97",
   "metadata": {},
   "outputs": [],
   "source": [
    "from numba import prange"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d167a20b-6684-4266-a544-b8bd8e893147",
   "metadata": {},
   "source": [
    "Задаем значения параметров модели и массив начальных условий"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "a8eb894b-929e-45ad-80bd-ac38d2d543ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "beta_c = 25.0  # Параметр МакКамбера\n",
    "beta_L = 1.0  # Номированная индуктивность\n",
    "n = 0  # Число квантов потока\n",
    "Icurr = 0.0  # Начальное значение внешнего тока\n",
    "ph_ext = 0.0   # Значение потока внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "49ddac5d-9da1-458f-a657-0f07fe41b005",
   "metadata": {},
   "outputs": [],
   "source": [
    "s0 = np.array([0.0, 0.0, 0.0, 0.0])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6dbc9f32-b91b-4f98-81ce-8fa8d1bd8501",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "d4ce0f91-984c-4c1f-b361-d7bacc94547c",
   "metadata": {},
   "outputs": [],
   "source": [
    "npoint = 400\n",
    "ph_extmin = 0.0\n",
    "ph_extmax = 2.0\n",
    "deltaph_ext = (ph_extmax - ph_extmin) / (npoint - 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "b07cb25f-0505-4295-8116-c107ba71e99b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(400,)"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ph_ext_array = np.linspace(ph_extmin, ph_extmax, npoint)\n",
    "ph_ext_array.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "c99b6000-8daf-46f9-aae7-783cc389acba",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit(parallel=True)\n",
    "def comput_parallel_I_return(npoint, ph_extmin, deltaph_ext, s0,\n",
    "                             beta_c, beta_L, n, ph_ext, nt, ntmin,\n",
    "                             t0, deltat, deltaI, epsilon):\n",
    "    ''' Функция для определения значения тока возврата\n",
    "            при заданных параметрах модели.\n",
    "        Возвращает значение тока возврата.\n",
    "        s0 - массив начальных условий,\n",
    "        beta_c, beta_L, n, Icurr, ph_ext - параметры модели,\n",
    "        nt - количество точек по времени,\n",
    "            в которых найдены решение,\n",
    "        ntmin - номер шага по времени, соответсвующий\n",
    "                нижнему пределу интегрирования,\n",
    "        t0 - начальное значение времени,\n",
    "        deltat - шаг по времени\n",
    "        deltaI - шаг по току\n",
    "        epsilon - точность нахождения тока возврата\n",
    "        '''\n",
    "    Ireturn_array = np.zeros(npoint)\n",
    "    for i in nb.prange(npoint):\n",
    "        ph_ext = ph_extmin + i * deltaph_ext\n",
    "        Ireturn = get_Ireturn(s0, beta_c, beta_L, n, ph_ext,\n",
    "                              nt, ntmin, t0, deltat, deltaI, epsilon)\n",
    "        Ireturn_array[i] = Ireturn\n",
    "    return Ireturn_array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "e5837341-aec6-444c-8baf-b86ebd1b2f8e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 9min 41s, sys: 108 ms, total: 9min 41s\n",
      "Wall time: 9.98 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "Ireturn_array = comput_parallel_I_return(\n",
    "    npoint, ph_extmin, deltaph_ext, s0, beta_c, beta_L,\n",
    "    n, ph_ext, nt, ntmin, t0, deltat, deltaI, epsilon)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "d5564df6-00ac-4678-9d5d-837822991dee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "\n",
    "ax.plot(ph_ext_array, Ireturn_array,\n",
    "        'b-', label='$I_{r}(\\\\varphi_{ext})$', linewidth=3.0)\n",
    "ax.set_xlabel('$\\\\varphi_{ext}$')\n",
    "ax.set_ylabel('$I_{r}$')\n",
    "ax.grid(True, alpha=0.5)\n",
    "\n",
    "fig.suptitle(\n",
    "    'Рис. 9. Зависимость величины тока возврата\\n'\n",
    "    'от внешнего магнитного поля',\n",
    "    fontsize=12, y=0.02)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0e585f8b-47ac-4514-bb05-dd50979f9af2",
   "metadata": {},
   "source": [
    "### 5.2. Параллелизация нахождения модуляции напряжения в зависимости от внешнего поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "599b315f-f858-432a-8bf5-f8eebc6fdc87",
   "metadata": {},
   "outputs": [],
   "source": [
    "set_num_threads(80)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "2eb04495-4cf2-46ed-9dea-c08883ea9f88",
   "metadata": {},
   "outputs": [],
   "source": [
    "ph_ext = 0.0\n",
    "Icurr = 2.7"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b74db564-a343-4237-b1f4-2bf4afc7bca9",
   "metadata": {},
   "source": [
    "* ph_ext_min -  минимальное значение внешнего поля;\n",
    "* ph_extmax - максимальное значение внешнего поля;\n",
    "* n_point - количество точек в интервале внешнего поля;\n",
    "* delta_ph_ext - шаг изменения внешнего поля."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "54b83c46-80e5-48be-aa9a-77a6c50d6124",
   "metadata": {},
   "outputs": [],
   "source": [
    "n_point = 200\n",
    "ph_extmin = 0.0\n",
    "ph_extmax = 2\n",
    "delta_ph_ext = (ph_extmax - ph_extmin) / (n_point)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "87173354-ba48-469f-ae5d-208b0a9e5ae3",
   "metadata": {},
   "source": [
    "* n_fix_point - кол-во точек в интервале по току;\n",
    "* I_fix_min - минимальное значение тока в интервале;\n",
    "* I_fix_max - максимальное значение тока в интервале;\n",
    "* delta_I_fix - шаг в интервале по току."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "c789069e-1293-425d-8982-074ce756fc4f",
   "metadata": {},
   "outputs": [],
   "source": [
    "n_fix_point = 100\n",
    "I_fix_min = 0.2\n",
    "delta_I_fix = 0.1\n",
    "I_fix_max = I_fix_min + n_fix_point * delta_I_fix"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a93bc834-bf5b-4424-828e-ea181b2d85a3",
   "metadata": {},
   "source": [
    "I_fix_array - массив точек по току.\n",
    "ph_ext_array - массив точек по внешнему полю."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "7be66e6a-f9ff-42dc-9a06-90a25464eda7",
   "metadata": {},
   "outputs": [],
   "source": [
    "beta_c = 0.001  # Параметр МакКамбера\n",
    "beta_L = 1.0  # Номированная индуктивность\n",
    "n = 0  # Число квантов потока\n",
    "Icurr = 0.0  # Начальное значение внешнего тока\n",
    "ph_ext = 0.0   # Значение потока внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "d3b9c2ad-ba59-4356-b70d-665ad560ac9d",
   "metadata": {},
   "outputs": [],
   "source": [
    "s0 = np.array([0.0, 0.0, 0.0, 0.0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "ac739d1e-ec13-424b-977c-763ea25abc18",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(100,)"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "I_fix_array = np.linspace(I_fix_min, I_fix_max, n_fix_point)\n",
    "I_fix_array.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "00742a88-1621-48a6-a598-1535b3979497",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(200,)"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ph_ext_array = np.linspace(ph_extmin, ph_extmax, n_point)\n",
    "ph_ext_array.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "8d83786d-c2ce-49c9-b090-3f48f920ab87",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "@njit(parallel=True)\n",
    "def comput_parallel_V_mod(n_point, ph_extmin, delta_ph_ext, s0, beta_c,\n",
    "                          beta_L, n, ph_ext, nt, ntmin, t0, deltat,\n",
    "                          deltaI, I_fix_array, n_fix_point):\n",
    "    '''Функция для расчета ВАХ и извлечения значений напряжения,\n",
    "        которые соответствуют фиксированным значениям тока\n",
    "        при заданных параметрах.\n",
    "        Возвращает для заданных значений параметров,\n",
    "        массива фиксированных токов и значений внешнего поля\n",
    "        массив значений напряжения, извлеченный из ВАХ.\n",
    "\n",
    "        s0 - массив начальных условий;\n",
    "        beta_c, beta_L, n, Icurr, ph_ext - параметры модели;\n",
    "        nt - количество точек по времени, в которых найдены решение;\n",
    "        ntmin - номер шага по времени, соответсвующий\n",
    "        нижнему пределу интегрирования;\n",
    "        t0 - начальное значение времени;\n",
    "        deltat - шаг по времени;\n",
    "        deltaI - шаг по току.\n",
    "        '''\n",
    "\n",
    "    Vmod_array = np.empty((n_point, n_fix_point), dtype=np.float64)\n",
    "\n",
    "    for i in nb.prange(n_point):\n",
    "        Vmod = numba_V_mod(i, ph_extmin, delta_ph_ext, s0, beta_c,\n",
    "                           beta_L, n, ph_ext, nt, ntmin, t0, deltat,\n",
    "                           deltaI, I_fix_array, n_fix_point)\n",
    "        Vmod_array[i] = Vmod\n",
    "\n",
    "    return Vmod_array"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7bb2f15e-e730-43f6-8087-a9eaf7c77b6e",
   "metadata": {},
   "source": [
    "Создаем массив, в который будем добавлять вычисленнные значения напряжения, соответствующие фиксируемым значениям тока для каждой ВАХ."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "2bd23905-bbb9-44fe-9871-2fbb4b8302ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "Vmod_array = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "0cf4bcba-9c0c-4aee-b6f1-b8088311b357",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 1h 49min 34s, sys: 482 ms, total: 1h 49min 35s\n",
      "Wall time: 2min 32s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "Vmod_array = comput_parallel_V_mod(\n",
    "    n_point, ph_extmin, delta_ph_ext, s0, beta_c, beta_L, n, ph_ext,\n",
    "    nt, ntmin, t0, deltat, deltaI, I_fix_array, n_fix_point)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "12adf6f0-f41d-4e3b-8fbd-b0a89c7dbd15",
   "metadata": {},
   "source": [
    "Обозначим np.array(Vmod_array) = data и вычислим значение num - количество кривых модуляции"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "abaaba00-2cc4-44a8-a0e3-9a0bd6de19cf",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = np.array(Vmod_array)\n",
    "num = len(data[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "1416e45f-e03b-4dfa-a2bf-7875578575a2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "for a in range(0, n_fix_point):\n",
    "    ax.plot(ph_ext_array, Vmod_array[:, a],  linewidth=3.0)\n",
    "ax.set_xlabel('$\\\\varphi_{ext}$')\n",
    "ax.set_ylabel('$V$')\n",
    "fig.suptitle(\n",
    "    'Рис. 10. Модуляция напряжения\\n'\n",
    "    'от величины внешнего магнитного поля',\n",
    "    fontsize=14, y=0.02)\n",
    "ax.grid(True, alpha=0.5)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4830fcc-dad0-49ec-97d7-5c122d1228ce",
   "metadata": {},
   "source": [
    "## Вычисления для разного числа потоков. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c472ea94-60e8-454d-b36e-0572bb4ddbe8",
   "metadata": {},
   "source": [
    "На этом этапе проводится сравнение получаемого ускорения вычислений от числа задействуемых в вычислениях количество параллельных потоков.\n",
    "\n",
    "Задается массив значений количества потоков, а также массивы, в которых будет записывать время вычислений зависимости тока возврата и модуляции напряжения от внешнего поля."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "9059e910-9e7d-4919-9734-1a5433dbd05b",
   "metadata": {},
   "outputs": [],
   "source": [
    "Proc = [1, 5, 10, 15, 20, 25, 30,\n",
    "        35, 40, 45, 50, 55, 60,\n",
    "        65, 70, 75, 80]\n",
    "Time_Ir = []\n",
    "Time_Vmod = []"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6a819bb7-e05f-40fe-8ed1-b6a5dcf542c5",
   "metadata": {},
   "source": [
    "Проводим вычисления и для каждого числа потоков фиксируем время, затраченное на вычисление зависимости тока возврата от внешнего поля."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "0a0288d0-baae-4e50-906b-5a12c2124939",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Execution time 1448.29776096344 s\n",
      "Execution time 457.6115849018097 s\n",
      "Execution time 285.73713874816895 s\n",
      "Execution time 197.42999744415283 s\n",
      "Execution time 145.70413398742676 s\n",
      "Execution time 123.77684378623962 s\n",
      "Execution time 109.3470983505249 s\n",
      "Execution time 97.43126010894775 s\n",
      "Execution time 81.43774056434631 s\n",
      "Execution time 74.11320471763611 s\n",
      "Execution time 66.94642424583435 s\n",
      "Execution time 67.67852354049683 s\n",
      "Execution time 58.605732679367065 s\n",
      "Execution time 50.83831310272217 s\n",
      "Execution time 50.988717794418335 s\n",
      "Execution time 50.74732542037964 s\n",
      "Execution time 42.52572154998779 s\n"
     ]
    }
   ],
   "source": [
    "for a in Proc:\n",
    "    set_num_threads(a)\n",
    "    t_start = time.time()\n",
    "    I_return = comput_parallel_I_return(\n",
    "        npoint, ph_extmin, deltaph_ext, s0, beta_c, beta_L, n, ph_ext,\n",
    "        nt, ntmin, t0, deltat, deltaI, epsilon)\n",
    "    t_finish = time.time()\n",
    "    print(f'Execution time {t_finish - t_start} s')\n",
    "    Time_Ir.append(t_finish - t_start)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ecad837d-97a9-4f5b-be52-36fcf5eb62ad",
   "metadata": {},
   "source": [
    "Рассчитываем степень ускорения вычислений от числа потоков, сравнивая каждое время со временем вычисления в однопоточном режиме."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "375f959b-3c33-4c3b-a38e-88c5a436f921",
   "metadata": {},
   "outputs": [],
   "source": [
    "speedup_Ir = []\n",
    "for i in Time_Ir:\n",
    "    a = Time_Ir[0] / i\n",
    "    speedup_Ir.append(a)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5aa6d7ae-7cd8-4875-9f50-e233a94bb0dd",
   "metadata": {},
   "source": [
    "Строим график зависимости ускорения вычислений от числа задействуемых вычислительных потоков."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "1fddea90-28be-4547-8bc0-cd7a05eb24b0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "\n",
    "ax.plot(Proc, speedup_Ir,\n",
    "        label='Calculation time from number of Threads',\n",
    "        linewidth=4.0)\n",
    "ax.set_xlabel('Threads number', size=14)\n",
    "ax.set_ylabel('Speedup', size=14)\n",
    "ax.grid(True, alpha=0.5)\n",
    "\n",
    "fig.suptitle(\n",
    "    'Рис. 11. Ускорение вычислений\\n'\n",
    "    'для разного числа потоков',\n",
    "    fontsize=14, y=0.02)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1d29c20-d9b2-467c-8985-2e320507acac",
   "metadata": {},
   "source": [
    "Аналогично рассчитывается зависимость ускорения вычислений от числа потоков для задачи вычисления модуляции напряжения от внешнего поля и строим график."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "7ea585fd-db2c-4290-95cb-0e68f24b8fdf",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Execution time 5779.449589967728 s\n",
      "Execution time 1416.7193474769592 s\n",
      "Execution time 847.7308938503265 s\n",
      "Execution time 587.268212556839 s\n",
      "Execution time 465.3166027069092 s\n",
      "Execution time 377.9883382320404 s\n",
      "Execution time 333.5157036781311 s\n",
      "Execution time 288.80485582351685 s\n",
      "Execution time 243.06809306144714 s\n",
      "Execution time 242.85298800468445 s\n",
      "Execution time 196.40459775924683 s\n",
      "Execution time 195.27308702468872 s\n",
      "Execution time 203.5623426437378 s\n",
      "Execution time 150.9199070930481 s\n",
      "Execution time 152.85308980941772 s\n",
      "Execution time 152.25207018852234 s\n",
      "Execution time 151.6734857559204 s\n"
     ]
    }
   ],
   "source": [
    "for a in Proc:\n",
    "    set_num_threads(a)\n",
    "    t_start = time.time()\n",
    "    Vmod_array = comput_parallel_V_mod(\n",
    "        n_point, ph_extmin, delta_ph_ext, s0, beta_c, beta_L, n, ph_ext,\n",
    "        nt, ntmin, t0, deltat, deltaI, I_fix_array, n_fix_point)\n",
    "    t_finish = time.time()\n",
    "    print(f'Execution time {t_finish - t_start} s')\n",
    "    Time_Vmod.append(t_finish - t_start)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "ac2af5e5-f82d-4643-b4e4-815922c5ec24",
   "metadata": {},
   "outputs": [],
   "source": [
    "speedup_Vmod = []\n",
    "for i in Time_Vmod:\n",
    "    a = Time_Vmod[0] / i\n",
    "    speedup_Vmod.append(a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "7d3191df-dd1b-46fc-b7c4-8a4a2d3339d3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "\n",
    "ax.plot(Proc, speedup_Vmod,\n",
    "        label='Calculation time from number of Threads',\n",
    "        linewidth=4.0)\n",
    "ax.set_xlabel('Threads number', size=14)\n",
    "ax.set_ylabel('Speedup', size=14)\n",
    "ax.grid(True, alpha=0.5)\n",
    "ax.set_title('Рис. 12. Ускорение вычислений\\n'\n",
    "             'для разного числа потоков',\n",
    "             fontsize=14)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0cbd668e-cb76-41c9-98ce-b26c6baad714",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Books",
   "language": "python",
   "name": "books"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.15"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
