diff --git a/modules/module_1_bandgap_reference/scripting/.ipynb_checkpoints/OTA_design-checkpoint.ipynb b/modules/module_1_bandgap_reference/scripting/.ipynb_checkpoints/OTA_design-checkpoint.ipynb deleted file mode 100644 index ed65ed44..00000000 --- a/modules/module_1_bandgap_reference/scripting/.ipynb_checkpoints/OTA_design-checkpoint.ipynb +++ /dev/null @@ -1,1092 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "4a9695c0-8533-49c3-bd62-ef32ccd77dba", - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "from pygmid import Lookup as lk\n", - "import numpy as np\n", - "from scipy.interpolate import interp1d\n", - "import matplotlib.pyplot as plt\n", - "from time import time\n", - "import matplotlib as mpl\n", - "path = '/home/pedersen/misc/gmid/configs_lv'" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "db5534fa-b980-4394-809d-426f02cac722", - "metadata": {}, - "outputs": [], - "source": [ - "pmos_lv = lk(os.path.join(path, '130p1vrvt.pkl'))\n", - "nmos_lv = lk(os.path.join(path, '130n1vrvt.pkl'))" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "0d7594fb-c45a-4a7a-a332-51b415c88c67", - "metadata": {}, - "outputs": [], - "source": [ - "# setup mpl\n", - "mpl.rcParams['axes.spines.right'] = False\n", - "mpl.rcParams['axes.spines.top'] = False\n", - "mpl.rcParams.update({\"axes.grid\" : True})" - ] - }, - { - "cell_type": "markdown", - "id": "841a520b-8ba2-4b8e-816c-bfb3dd9e5eb2", - "metadata": {}, - "source": [ - "# Design of miller compensated OTA with RHP-zero placed at infinity" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "70a71fc5-8092-4ee2-ae37-a5514495e608", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA1IAAAIhCAYAAABE54vcAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAACUfUlEQVR4nOzdd3QU5dvG8e+mJ4QQQgmhI0VAqtJBivRepEsH6UqRKgiBHx0UEBEQERBBQekgJSiGKlIEFZAmIh2k19R5/5g3C2sCZCHJplyfc+awOzu7e+9mdsmVeeZ+LIZhGIiIiIiIiEisOTm6ABERERERkaRGQUpERERERMROClIiIiIiIiJ2UpASERERERGxk4KUiIiIiIiInRSkRERERERE7KQgJSIiIiIiYicFKRERERERETspSImIiIiIiNhJQUpStAULFmCxWKyLi4sLAQEBtGzZkhMnTjzXY/70009YLBZ++uknu+975MgRAgMD+fvvv6Pd1qFDB3LmzPlcNcWlDh064O3tHattLRYLgYGBcfbcgYGBWCwW/v333zh7zO+//z5Oa0yMHt/HLRYLadKkoXLlyqxfvz7adr1793ZQlc8nZ86cWCwWKleuHOPtX375pfV1P89nMi78/fffWCwWFixY4JDnf1Gx+RxHvcaoxcnJiXTp0lGnTh12796dMIXGo/v37xMYGOiwfeh5nD17lt69e5M7d248PDxImzYtlStXZvHixRiG4ejynio+vutja8mSJUybNi3Bn1eSJgUpEWD+/Pns3r2bLVu20Lt3b9asWUOFChW4ceNGgtZx5MgRRo0aFWOQ+uCDD1i5cmWC1vOidu/eTZcuXRxdxlN9//33jBo1ytFlxLumTZuye/dudu7cycyZM7l06RL169ePFqaSotSpU7Nt2zZOnToV7bYvvvgCHx8fB1T1SEBAALt376Zu3boOrSMhvPPOO+zevZvt27czfvx4Dh06RJUqVfj1118dXdoLuX//PqNGjUoyQWrnzp0UKVKE1atX06dPHzZu3MiCBQvIkiULbdq0oVWrVkRGRjq6zERJQUrs4eLoAkQSg0KFClGiRAkAKleuTEREBCNHjmTVqlV07NjRwdWZcufO7egS7FamTBlHlyD/z9/f3/rzKFeuHGXLliVPnjxMmzYtyf+CX6FCBX7//Xe++OILxo4da11/6tQptm3bRpcuXZg7d26cPd+DBw/w8PDAYrHEant3d/cU81nInj279bWWL1+ePHnyULVqVT799NMX/hncv38fLy+vuCgzWbt58yZNmjQhTZo07NmzB39/f+ttDRs2pEiRIgwZMoRixYoxZMiQBKsrIiKC8PBw3N3dE+w5ReKbjkiJxCAqVF2+fNlm/b59+2jQoAF+fn54eHhQvHhxli1b9szH27dvHy1btiRnzpx4enqSM2dOWrVqxZkzZ6zbLFiwgGbNmgFQpUoV6xCZqOFAMQ3te/jwIUOHDiVXrly4ubmRJUsWevXqxc2bN222y5kzJ/Xq1WPjxo28+uqreHp6kj9/fr744gub7e7fv8+AAQPIlSsXHh4e+Pn5UaJECb7++utor+nkyZPUqVMHb29vsmXLxnvvvUdISIjNNv8dEhQ1lDIoKIiOHTvi5+dHqlSpqF+/Pn/99dcz38coZ8+epUmTJvj4+JAmTRratGnD1atXo223dOlSypYtS6pUqfD29qZmzZo2fxnv0KEDM2fOtNYatfz99980a9aMV155xebx6tevj8Vi4dtvv7WuO3DgABaLhbVr11rXXbp0iW7dupE1a1bc3NzIlSsXo0aNIjw83ObxQkNDGTNmDPnz58fd3Z0MGTLQsWPHaK8ltj8/e+TOnZsMGTLY7INRFi1aRIECBfDy8qJo0aKsW7fO5vaTJ0/SsWNH8ubNi5eXF1myZKF+/fr8/vvvNttFRkYyZswYXn75ZTw9PfH19aVIkSJMnz7dZrsTJ07QunVrMmbMiLu7OwUKFLD+XGLDycmJdu3asXDhQpu/sn/xxRdky5aNatWqRbtPbD6T8Gif3bx5M506dSJDhgx4eXkREhKCYRiMGzeOHDly4OHhQYkSJQgKCqJy5co2Qw1jGtoXNXTp8OHDtGrVijRp0uDv70+nTp24devWM19zUFAQDRs2JGvWrHh4eJAnTx66desWbSiUPc9z+/Zt3n77bdKlS4e3tze1atXi+PHjz6zlaaJC1ePv65YtW6hatSo+Pj54eXlRvnx5fvjhhxjrPnDgAE2bNiVt2rTWPyZFRkYyY8YMihUrZt2vypQpw5o1a2we41mff3g0VPlp32d///03GTJkAGDUqFHW74kOHToAsf88ABw+fJgaNWrg5eVFhgwZ6NWrF+vXr49x6Gls3qeYfP7551y5coUJEybYhKgogwYNIn/+/EyePJmwsDCuXr2Km5sbH3zwQbRt//zzTywWCx9//LF1XWy+36L2+UmTJjFmzBhy5cqFu7s7W7dujfX3Apj/Bz9rv43t/4ORkZFMmjTJ+n2bMWNG2rVrx7lz56zbRA15PnPmjM3/CSJPoiAlEoPTp08DkC9fPuu6rVu3Ur58eW7evMns2bNZvXo1xYoVo0WLFs889+Hvv//m5ZdfZtq0aWzatImJEydy8eJFSpYsaf3Fp27duowbNw6AmTNnsnv37qcOBzIMg0aNGjFlyhTatm3L+vXr6d+/PwsXLuSNN96IFmoOHTrEe++9R79+/Vi9ejVFihShc+fObNu2zbpN//79mTVrFu+++y4bN25k0aJFNGvWjGvXrtk8VlhYGA0aNKBq1aqsXr2aTp06MXXqVCZOnBir97dz5844OTlZh1D88ssvVK5cOdp/fE/SuHFj8uTJw3fffUdgYCCrVq2iZs2ahIWFWbcZN24crVq1omDBgixbtoxFixZx584dXn/9dY4cOQKYwyWbNm0KYH2/d+/eTUBAANWqVePIkSNcvHgRgPDwcIKDg/H09CQoKMj6PFu2bMHFxcX6i/OlS5coVaoUmzZtYsSIEWzYsIHOnTszfvx43n77bev9IiMjadiwIRMmTKB169asX7+eCRMmWH8Rf/Dggc1rjs3Pzx43btzg2rVr1l8Qo6xfv55PPvmE0aNHs3z5cvz8/GjcuLFN0L1w4QLp0qVjwoQJbNy4kZkzZ+Li4kLp0qU5duyYdbtJkyYRGBhIq1atWL9+PUuXLqVz5842P+cjR45QsmRJ/vjjDz788EPWrVtH3bp1effdd+0actmpUycuXLjApk2bAPOv3wsXLqRDhw44OUX/ry42n8n/Pr6rqyuLFi3iu+++w9XVlWHDhjFs2DBq1arF6tWr6d69O126dLErfLz55pvky5eP5cuXM2TIEJYsWUK/fv2eeb9Tp05RtmxZZs2axebNmxkxYgR79uyhQoUKNp+D2D5P1PfJokWLeO+991i5ciVlypShdu3asX4tMTl58iSAdT/76quvqFGjBj4+PixcuJBly5bh5+dHzZo1YwwJTZo0IU+ePHz77bfMnj0bMMNPnz59KFmyJEuXLuWbb76hQYMGNkOiY/P5j/Ks77OAgAA2btwImN9dUd8TUcEjtp+HixcvUqlSJY4dO8asWbP48ssvuXPnToznJdr7Pj0uKCgIZ2dn6tevH+PtFouFBg0acP36dfbv30+GDBmoV69etD9EgDns3c3NjbfeeguI/fdblI8//pgff/yRKVOmsGHDBvLnzx+r74Uosd1vY/P/YI8ePRg8eDDVq1dnzZo1/O9//2Pjxo2UK1fO+pn/9NNPKV++PJkyZbL5P0HkiQyRFGz+/PkGYPz8889GWFiYcefOHWPjxo1GpkyZjIoVKxphYWHWbfPnz28UL17cZp1hGEa9evWMgIAAIyIiwjAMw9i6dasBGFu3bn3i84aHhxt37941UqVKZUyfPt26/ttvv33ifdu3b2/kyJHDen3jxo0GYEyaNMlmu6VLlxqA8dlnn1nX5ciRw/Dw8DDOnDljXffgwQPDz8/P6Natm3VdoUKFjEaNGj2x7qg6AGPZsmU26+vUqWO8/PLLNusAY+TIkdbrUe9348aNbbbbuXOnARhjxox56nOPHDnSAIx+/frZrF+8eLEBGF999ZVhGIbxzz//GC4uLsY777xjs92dO3eMTJkyGc2bN7eu69WrlxHTV+HJkycNwPjyyy8NwzCMHTt2GIAxaNAgI1euXNbtqlevbpQrV856vVu3boa3t7fNe20YhjFlyhQDMA4fPmwYhmF8/fXXBmAsX77cZru9e/cagPHpp59a18X25/ckgNGzZ08jLCzMCA0NNY4ePWrUrl3bAIyZM2fabOfv72/cvn3buu7SpUuGk5OTMX78+Cc+fnh4uBEaGmrkzZvX5mdTr149o1ixYk+trWbNmkbWrFmNW7du2azv3bu34eHhYVy/fv2p98+RI4dRt25dwzAMo1KlSkbTpk0NwzCM9evXGxaLxTh9+vRTP1ePv4aYPpNR+2y7du1str9+/brh7u5utGjRwmb97t27DcCoVKmSdd3p06cNwJg/f751XdS+/N/Pb8+ePQ0PDw8jMjLyqa/7cZGRkUZYWJhx5swZAzBWr15t9/Ns2LDBAGxeu2EYxtixY6N9jmMS9RonTpxohIWFGQ8fPjT2799vlCxZ0gCM9evXG/fu3TP8/PyM+vXr29w3IiLCKFq0qFGqVKlodY8YMcJm223bthmAMWzYsCfWYs/nP7bfZ1evXo3V+2AYT/48DBw40LBYLNbvgCg1a9a02T/teZ9ikj9/fiNTpkxP3WbWrFkGYCxdutQwDMNYs2aNARibN2+2eR2ZM2c23nzzTeu62H6/Re0PuXPnNkJDQ222jc33Qmz329j+P3j06FHr9+Dj9uzZYwDG+++/b11Xt25dm/9rRZ5GR6REMIefuLq6kjp1amrVqkXatGlZvXo1Li7maYQnT57kzz//tP5VLjw83LrUqVOHixcv2vzl8b/u3r3L4MGDyZMnDy4uLri4uODt7c29e/c4evToc9X8448/AliHl0Rp1qwZqVKlivZXy2LFipE9e3brdQ8PD/Lly2cz5KZUqVJs2LCBIUOG8NNPP0U7KhLFYrFE+2tnkSJFYhwmFpOo9zFKuXLlyJEjB1u3bn2u+zdv3hwXFxfr/Tdt2kR4eDjt2rWz+Vl5eHhQqVKlWJ0wnjt3bnLmzMmWLVsA86+8hQsXpk2bNpw+fZpTp04REhLCjh07bIaOrVu3jipVqpA5c2ab5476y35wcLB1O19fX+rXr2+zXbFixciUKVO0GmPz83uaTz/9FFdXV9zc3ChQoAC7du1i9OjR9OzZ02a7KlWqkDp1aut1f39/MmbMaPM84eHhjBs3joIFC+Lm5oaLiwtubm6cOHHCZn8uVaoUhw4domfPnmzatInbt2/bPNfDhw/54YcfaNy4MV5eXtE+Vw8fPuTnn3+O1esD86jRmjVruHbtGvPmzaNKlSpP7HRp72fyzTfftLn+888/ExISQvPmzW3WlylTxq7umg0aNLC5XqRIER4+fMiVK1eeer8rV67QvXt3smXLhouLC66uruTIkQMgxvqf9TxRn53/frZat24d69cCMHjwYFxdXfHw8OC1117jn3/+Yc6cOdSpU4ddu3Zx/fp12rdvb/OzjoyMpFatWuzdu5d79+7ZPN5/3/cNGzYA0KtXryfWYO/n/0W/z2L7eQgODqZQoUIULFjQ5v6tWrWyuf4875O9jP/v2hc1bK127dpkypSJ+fPnW7fZtGkTFy5coFOnTtZ1sf1+i9KgQQNcXV1t1j3re+G/93/cf/fb2P4/GLV//3e7UqVKUaBAgVgNmRSJiZpNiGC2SC5QoAB37txh6dKlzJkzh1atWln/0446V2rAgAEMGDAgxsd4WpvW1q1b88MPP/DBBx9QsmRJfHx8sFgs1KlT54lh5VmuXbuGi4tLtKFZFouFTJkyRRuOly5dumiP4e7ubvP8H3/8MVmzZmXp0qVMnDgRDw8PatasyeTJk8mbN691Oy8vLzw8PKI91sOHD2NVe6ZMmWJc99+aY3t/FxcX0qVLZ71/1M+rZMmSMd4/pqFeMalatap1SM+WLVuoXr06hQsXxt/fny1btpA3b14ePHhgE6QuX77M2rVro/3yECVqP7l8+TI3b97Ezc3tqdtFic3P72maN2/OwIEDsVgspE6dmty5c+Ps7Bxtu9g8T//+/Zk5cyaDBw+mUqVKpE2bFicnJ7p06WKz3dChQ0mVKhVfffUVs2fPxtnZmYoVKzJx4kRKlCjBtWvXCA8PZ8aMGcyYMSNW78PTNG3alHfeeYepU6eydu3apw65tfczGRAQYHM9al+L6RyUmNY9yX/f76gT8Z/2c42MjKRGjRpcuHCBDz74gMKFC5MqVSoiIyMpU6ZMjPd91vNEfZ/8d7uYPqtP06dPH9q0aYOTkxO+vr7kypXL+st61OcyajhtTK5fv06qVKms1//7vl+9ehVnZ+en1mXv5/9Fv89i+3m4du0auXLlinb//+4vz/M+PS579uycOHGCe/fuPXGbqGGQ2bJlA8zv0LZt2zJjxgxu3ryJr68vCxYsICAggJo1a9rUFpvvtyj//fnBs78XHhfb/fZZ/w9G/RtTPZkzZ451aBb5LwUpEaBAgQLWL/AqVaoQERHB559/znfffUfTpk1Jnz49YP4H0KRJkxgf4+WXX45x/a1bt1i3bh0jR4606ZAUEhLC9evXn7vmdOnSER4eztWrV23+EzEMg0uXLj3xl4inSZUqFaNGjWLUqFFcvnzZenSqfv36/Pnnn89d639dunQpxnV58uSJ9f2zZMlivR4eHs61a9es/+lG/by+++4761/pn0fVqlWZN28ev/zyC3v27GH48OEAvPHGGwQFBXHmzBm8vb1tOrKlT5+eIkWK2HSPe1zmzJmt26VLl84a1P7r8aNCcSFDhgzRfkl5Xl999RXt2rWzntMX5d9//8XX19d63cXFhf79+9O/f39u3rzJli1beP/996lZsyZnz54lbdq0ODs707Zt2yceYYjpF88n8fLyomXLlowfPx4fH58nflaf5zP53xPOo/a1/zakAXP/jM853/744w8OHTrEggULaN++vXV91PlIzyPq++TxzxHE/Fl9mqxZsz5xP4v6XM6YMeOJXQz/Gyr++75nyJCBiIgILl26FOMvxY8/z4t+/mMrtp+HdOnSPXF/edzzvE+Pq169Ops3b2bt2rW0bNky2u2GYbBmzRr8/Px47bXXrOs7duzI5MmT+eabb2jRogVr1qyhb9++Nn9wie33W5SYGjU863vBns6Msf1/MGqfvnjxIlmzZrV5jAsXLljfcxF7KUiJxGDSpEksX76cESNG0KRJE15++WXy5s3LoUOHov1n+SwWiwXDMKK1fP3888+JiIiwWRebv0ZHqVq1KpMmTeKrr76yOfl2+fLl3Lt3j6pVq9pV53/5+/vToUMHDh06xLRp0+K09fDixYtthuzs2rWLM2fOxHrOqcWLF9v8ArBs2TLCw8OtDR9q1qyJi4sLp06dijY06L8ef889PT1tbqtatSoWi4UPPvgAJycnKlasCEC1atUYOHAgZ86coWLFijZ/na1Xrx7ff/89uXPnJm3atE983nr16vHNN98QERFB6dKlY/W6EwuLxRJtf16/fj3nz59/Yhj29fWladOmnD9/nr59+/L3339TsGBB6xxDRYoUeeLROXv06NGDy5cvU6lSpWhHGR6vP7afyScpXbo07u7uLF261Caw/fzzz5w5cyZeg1TUL6f/rX/OnDnP/ZhVqlRh0qRJLF68mHfffde6fsmSJc/9mP9Vvnx5fH19OXLkyHNP/Fy7dm3Gjx/PrFmzGD16dIzb2PP5j62nfTfH9vNQqVIlpkyZwpEjR2yG933zzTc2933R96lLly5MnjyZoUOH8sYbb5AxY0ab2ydNmsSff/7JhAkTbL67ChQoQOnSpZk/fz4RERGEhIREm/4jtt9vsfWk74XYiu3/g2+88QZght7H/8i4d+9ejh49yrBhw6zr7DnSL6IgJRKDtGnTMnToUAYNGsSSJUto06YNc+bMoXbt2tSsWZMOHTqQJUsWrl+/ztGjRzlw4IBNS+zH+fj4ULFiRSZPnkz69OnJmTMnwcHBzJs3z+avlWDOZwXw2WefkTp1ajw8PMiVK1eMw62qV69OzZo1GTx4MLdv36Z8+fL89ttvjBw5kuLFi9O2bVu7X3fp0qWpV68eRYoUIW3atBw9epRFixZRtmzZOJ2/Zd++fXTp0oVmzZpx9uxZhg0bRpYsWaKdr/MkK1aswMXFherVq3P48GE++OADihYtaj1fJWfOnIwePZphw4bx119/Wc97u3z5Mr/88ov1yBtA4cKFAZg4cSK1a9fG2dnZ+kt9xowZKVSoEJs3b6ZKlSrW96BatWpcv36d69ev89FHH9nUNnr0aIKCgihXrhzvvvsuL7/8Mg8fPuTvv//m+++/Z/bs2WTNmpWWLVuyePFi6tSpQ58+fShVqhSurq6cO3eOrVu30rBhQxo3bhxXb3mcqlevHgsWLCB//vwUKVKE/fv3M3ny5Gh/6a1fv751jraoVuvTpk0jR44c1qGi06dPp0KFCrz++uv06NGDnDlzcufOHU6ePMnatWut50DEVrFixVi1atVTt7HnM/kkfn5+9O/fn/Hjx5M2bVoaN27MuXPnGDVqFAEBAbEePvo88ufPT+7cuRkyZAiGYeDn58fatWttuknaq0aNGlSsWJFBgwZx7949SpQowc6dO1m0aFGc1e3t7c2MGTNo3749169fp2nTpmTMmJGrV69y6NAhrl69yqxZs576GK+//jpt27ZlzJgxXL58mXr16uHu7s6vv/6Kl5cX77zzjl2f/9hKnTo1OXLkYPXq1VStWhU/Pz/rvhPbz0Pfvn354osvqF27NqNHj8bf358lS5ZYj/ZH7TMv+j75+vqyYsUK6tWrx2uvvcbAgQMpWrQot2/fZunSpSxevJgWLVowcODAaPft1KkT3bp148KFC5QrVy7aSIvYfr89TWy+F2Irtv8Pvvzyy3Tt2pUZM2bg5ORE7dq1+fvvv/nggw/Ili2bTQgrXLgwK1asYNasWbz22ms4OTnF2dF8SYYc2OhCxOGiOnLt3bs32m0PHjwwsmfPbuTNm9cIDw83DMMwDh06ZDRv3tzImDGj4erqamTKlMl44403jNmzZ1vvF1PXvnPnzhlvvvmmkTZtWiN16tRGrVq1jD/++MPIkSOH0b59e5vnnTZtmpErVy7D2dnZptPXf7v2RdU4ePBgI0eOHIarq6sREBBg9OjRw7hx44bNdo93NntcpUqVbLqLDRkyxChRooSRNm1aw93d3XjppZeMfv36Gf/++691m/bt2xupUqWK9lhRXZYexxO69m3evNlo27at4evra3h6ehp16tQxTpw4Ee0xn/Qc+/fvN+rXr294e3sbqVOnNlq1amVcvnw52varVq0yqlSpYvj4+Bju7u5Gjhw5jKZNmxpbtmyxbhMSEmJ06dLFyJAhg2GxWAzAOH36tPX2fv36GYAxduxYm8fOmzevARi//fZbtOe9evWq8e677xq5cuUyXF1dDT8/P+O1114zhg0bZty9e9e6XVhYmDFlyhSjaNGihoeHh+Ht7W3kz5/f6Natm837Eduf35MARq9evZ57u//upzdu3DA6d+5sZMyY0fDy8jIqVKhgbN++PVo9H374oVGuXDkjffr0hpubm5E9e3ajc+fOxt9//23z+KdPnzY6depkZMmSxXB1dTUyZMhglCtX7pldHKNqi+m9eVxMXfti+5l82ndEZGSkMWbMGCNr1qyGm5ubUaRIEWPdunVG0aJFbTpTPq1r39WrV20eM+r5Ht8HY3LkyBGjevXqRurUqY20adMazZo1M/75559onzl7nufmzZtGp06dDF9fX8PLy8uoXr268eeff9rVtW/y5MlP3c4wDCM4ONioW7eu4efnZ7i6uhpZsmQx6tata3z77bfPrNswzO51U6dONQoVKmS4ubkZadKkMcqWLWusXbvWZrvYfP7t+T7bsmWLUbx4ccPd3d0ArPtJbD8PhmEYf/zxh1GtWjXDw8PD8PPzMzp37mwsXLjQAIxDhw7Z/T49zT///GP06tXLeOmll6zvU8WKFY2vvvrqiV0hb926ZXh6ehqAMXfu3Bi3ic3329P2h9h8L9iz38b2/8GIiAhj4sSJRr58+QxXV1cjffr0Rps2bYyzZ8/abHf9+nWjadOmhq+vr/X/BJEnsRjG/7duERGJZwsWLKBjx47s3btXf+GTZOn06dPkz5+fkSNH8v777zu6HEkCunbtytdff821a9fiZHiriCQcDe0TERF5DocOHeLrr7+mXLly+Pj4cOzYMSZNmoSPjw+dO3d2dHmSCI0ePZrMmTPz0ksvcffuXdatW8fnn3/O8OHDFaJEkiAFKRERkeeQKlUq9u3bx7x587h58yZp0qShcuXKjB071q4W6JJyuLq6MnnyZM6dO0d4eDh58+blo48+ok+fPo4uTUSeg4b2iYiIiIiI2Cn+2gqJiIiIiIgkUwpSIiIiIiIidlKQEhERERERsZOCFGAYBrdv30ani4mIiIiISGwoSAF37twhTZo03Llzx9GlEBYWxurVqwkLC3N0KZJCaJ+ThKT9TRKa9jlJSNrfUhYFKRERERERETspSImIiIiIiNhJQUpERERERMROClIiIiIiIiJ2UpASERERERGxk4ujCxARERGRuGEYBuHh4URERDi6lBQpLCwMFxcXHj58qJ9BIubs7IyLiwsWi+WFHkdBSkRERCQZCA0N5eLFi9y/f9/RpaRYhmGQKVMmzp49+8K/pEv88vLyIiAgADc3t+d+DAUpERERkSQuMjKS06dP4+zsTObMmXFzc9Mv8g4QGRnJ3bt38fb2xslJZ9AkRoZhEBoaytWrVzl9+jR58+Z97p+VgpSIiIhIEhcaGkpkZCTZsmXDy8vL0eWkWJGRkYSGhuLh4aEglYh5enri6urKmTNnrD+v56GfsIiIiEgyoV/eRWInLj4r+rSJiIiIiIjYSUFKRERERETETgpSIiIiIiIS7wIDAylWrJijy4gzClIiIiIi4jAdOnTAYrFgsVhwdXXlpZdeYsCAAdy7d8/RpT1Tzpw5mTZtmqPLsLFr1y7q1KlD2rRp8fDwoHDhwnz44Ycpal6rypUr07dv33h/HgUpEREREXGoWrVqcfHiRf766y/GjBnDp59+yoABA57rsaImJU6JVq5cSaVKlciaNStbt27lzz//pE+fPowdO5aWLVtiGEa8PXdERASRkZHx9viJkYKUiIiISDJkGHDvnmMWe39fd3d3J1OmTGTLlo3WrVvz1ltvsWrVqv9/HQaTJk3ipZdewtPTk6JFi/Ldd99Z7/vTTz9hsVjYtGkTJUqUwN3dne3btxMZGcnEiRPJkycP7u7uZM+enbFjx1rvd/78eVq0aEHatGlJly4dDRs25O+//7be3qFDBxo1asSUKVMICAggXbp09OrVi7CwMMA86nHmzBn69etnPaIGcP36dVq3bk3WrFnx8vKicOHCfP311zav986dO7z11lukSpWKgIAApk6dGu0oSmhoKIMGDSJLliykSpWK0qVL89NPPz3xPbx37x5vv/02DRo04LPPPqNYsWLkzJmTLl26sHDhQr777juWLVsGQNmyZRkyZIjN/a9evYqrqytbt26N1fMvWLAAX19f1q1bR8GCBXF3d+fMmTP89NNPlCpVilSpUuHr60v58uU5c+aMzXMtWrSInDlzkiZNGlq2bMmdO3est4WEhPDuu++SMWNGPDw8qFChAnv37rW5f3BwMKVKlcLd3Z2AgACGDBliDc8dOnQgODiY6dOnW38uj/9c45JDg9S2bduoX78+mTNnxmKxWD8wUQzDIDAwkMyZM+Pp6UnlypU5fPiwzTYhISG88847pE+fnlSpUtGgQQPOnTuXgK9CREREJPG5fx+8vR2z3L//YrV7enpaA8vw4cOZP38+s2bN4vDhw/Tr1482bdoQHBxsc59BgwYxfvx4jh49SpEiRRg6dCgTJ07kgw8+4MiRIyxZsgR/f///f2/uU6VKFby9vdm2bRs7duzA29ubWrVqERoaan3MrVu3curUKbZu3crChQtZsGABCxYsAGDFihVkzZqV0aNHc/HiRS5evAjAw4cPee2111i3bh1//PEHXbt2pW3btuzZs8f6uP3792fnzp2sWbOGoKAgtm/fzoEDB2xeT8eOHdm5cyfffPMNv/32G82aNaNWrVqcOHEixvds8+bNXLt2LcYjefXr1ydfvnzWQPfWW2/x9ddf2xyhWrp0Kf7+/lSqVCnWz3///n3Gjx/P559/zuHDh/Hz86NRo0ZUqlSJ3377jd27d9O1a1ebyaFPnTrFqlWrWLduHevWrSM4OJgJEybY/ByXL1/OwoULOXDgAHny5KFmzZpcv34dMANwnTp1KFmyJIcOHWLWrFnMmzePMWPGADB9+nTKli3L22+/bf25ZMuWLcb37IUZDvT9998bw4YNM5YvX24AxsqVK21unzBhgpE6dWpj+fLlxu+//260aNHCCAgIMG7fvm3dpnv37kaWLFmMoKAg48CBA0aVKlWMokWLGuHh4bGu49atWwZg3Lp1K65e2nMLDQ01Vq1aZYSGhjq6FEkhtM9JQtL+JgktpexzDx48MI4cOWI8ePDAuu7uXcMwjw0l/HL3buxrb9++vdGwYUPr9T179hjp0qUzmjdvbty9e9fw8PAwdu3aZXOfzp07G61atTIMwzC2bt1qAMaqVaust9++fdtwd3c35s6dG+Nzzps3z3j55ZeNyMhI67qQkBDD09PT2LRpk7WuHDly2PxO2axZM6NFixbW6zly5DCmTp1qvR4REWHcuHHDiIiIsHm+OnXqGO+99561NldXV+Pbb7+13n7z5k3Dy8vL6NOnj2EYhnHy5EnDYrEY58+ft3mcqlWrGkOHDo3xNU2YMMEAjBs3bsR4e4MGDYwCBQoYhmEYV65cMVxcXIxt27ZZby9btqwxcODAWD///PnzDcA4ePCg9fZr164ZgPHTTz/FWMPIkSMNLy8vm9/lBw4caJQuXdowDMO4e/eu4erqaixevNh6e2hoqJE5c2Zj0qRJhmEYxvvvvx/tZzdz5kzD29vb+r5XqlTJ+l4+SUyfGXu5xE88i53atWtTu3btGG8zDINp06YxbNgwmjRpAsDChQvx9/dnyZIldOvWjVu3bjFv3jwWLVpEtWrVAPjqq6/Ili0bW7ZsoWbNmgn2WuLKiROwbl0u6tRxdCUiIiKSlHl5wd27jntue6xbtw5vb2/Cw8MJCwujYcOGzJgxgyNHjvDw4UOqV69us31oaCjFixe3WVeiRAnr5aNHjxISEkLVqlVjfL79+/dz8uRJUqdObbP+4cOHnDp1ynr9lVdewdnZ2Xo9ICCA33///amvJSIignHjxrFs2TLOnz9PSEgIISEhpEqVCoC//vqLsLAwSpUqZb1PmjRpePnll63XDxw4gGEY5MuXz+axQ0JCSJcu3VOf33jCuErDMKxHhjJkyED16tVZvHgxr7/+OqdPn2b37t3MmjXLrud3c3OjSJEi1ut+fn506NCBmjVrUr16dapVq0bz5s0JCAiwbpMzZ06b9z0gIIArV64A5tGqsLAwypcvb73d1dWVUqVKcfToUcD82ZYtW9bmKFf58uW5e/cu586dI3v27E99f+KSQ4PU05w+fZpLly5Ro0YN6zp3d3cqVarErl276NatG/v37ycsLMxmm8yZM1OoUCF27dr1xCAVtUNHuX37NgBhYWHWw8iOcP48vPqqCyEhRXjrrYc8tg+JxJuofd6R+76kHNrfJKGllH0uLCwMwzCIjIy0OeHf09Mx9UQdm4rdtgaVK1fm008/xdXVlcyZM+Pq6gpgDTVr164lS5YsNvdzd3e3eb2enp7Wy+7u7gDR3o8oERERvPbaayxatCjabRkyZCAyMhLDMHBxcYl2//8+ZtT7HnX5k08+YcaMGXz00UcULlyYVKlS0a9fP0JCQoiMjLR2z3v8flHXo9aFh4fj7OzM3r17bYIcgLe3d4yvKU+ePAAcPnyYcuXKRbv9zz//pECBAtb7tmrVin79+jF9+nQWL17MK6+8QuHChWP9/JGRkXh6elrrjjJv3jx69+7Npk2bWLp0KcOHD2fTpk2UKVMGwzBwdXV94nv6pPcm6vLj7/3jt8d0v/8+xn9F/YzDwsKivUbAug8+TaINUpcuXQKwjmWN4u/vbz1h7dKlS7i5uZE2bdpo20TdPybjx49n1KhR0dZv3rwZL3v/hBLHypcvzo8/Zqdz54dMnhxMDD9XkXgRFBTk6BIkBdH+Jgktue9zLi4uZMqUibt379qc45MUhIWF4e7uTsaMGQF48OABDx48ACBr1qy4u7tz7NixaEegwPxj+P3/PyHrzp07ODmZp//7+/vj6enJ+vXradeuXbT7FShQgKVLl+Lh4YGPj0+MjxsWFkZ4eLj1D+5gHgl7fJ2Liwv37t2z2Wb37t3Url2bBg0aAOYv7MePHydfvnzcvn2bDBky4OrqSnBwsHWb27dvc+LECcqUKcPt27fJmzcvERERnD59OsZQ9PjzRSlTpgxp06Zl0qRJfPnllza3ff/995w4cYIhQ4ZY7/vGG2/w8OFDVqxYweLFi2nevLn1ttg8/8OHDzEMI8ZacufOTc+ePenZsyc1atRg4cKFFCxYkJCQECIiImzu8/DhQyIjI7l9+zYZM2bEzc2NoKAgmjVrBpj7x759++jevTu3b98md+7crF27llu3blmPSv3444+kTp2a1KlTc/v2bZycnHjw4EGMtUUJDQ3lwYMHbNu2LcYujw0bNnzifaMk2iAV5fHDdmB7WPJJnrXN0KFD6d+/v/X67du3yZYtGzVq1Ijxw5SQihYN45VXwvjrL1/On69H9+4pq42kJLywsDCCgoKoXr16rP76IvIitL9JQksp+9zDhw85e/Ys3t7eeHh4OLocu7i6uuLi4hLj72A+Pj689957DB8+HHd3dypUqMDt27fZvXs3qVKlon379tY/gqdOndr6GD4+PgwaNIjAwEB8fHwoX748V69e5fDhw3Tu3JnOnTszc+ZM2rdvT2BgIFmzZuWff/5h5cqVDBgwgKxZs8ZYl5ubm826XLly8csvv3Dnzh3c3d1Jly4dL730krXRRNq0aZk6dSpXrlyhYMGC+Pj44OPjQ7t27QgMDCRLlixkzJiRwMBAnJyccHd3x8fHh1dffZXWrVvTq1cvJk+eTPHixfn333/ZunUrhQoVok4M54D4+Pgwe/ZsWrduzcCBA+nVqxc+Pj788MMPDB48mDfffJP27dtbf0f28fGhQYMGTJw4kWPHjtGxY0fr64rN83t4eGCxWGzen9OnTzN37lxrM7ljx45x6tQp2rdvj4+PD+7u7jg7O9vcx8PDAycnJ+t70717d+t7kz17diZPnsyDBw/o2bMnPj4+9O3bl9mzZzN8+HB69erFsWPHmDhxIv369cPX1xcwg9zBgwe5fv063t7e+Pn5WUN2lIcPH+Lp6UnFihWf+zOTaINUpkyZAPOo0+PjKq9cuWI9SpUpUyZCQ0O5ceOGzVGpK1euxJieo7i7u1sP+T7O1dXV4V+yWbLAW28dZe7cIowY4UzLls5kyODQkiSFSAz7v6Qc2t8koSX3fS4iIgKLxYKTk1O0XxgTu6gW1U+qe8yYMfj7+zNx4kS6deuGr68vr776Ku+//77N6/3vax8xYgSurq4EBgZy4cIFAgIC6N69O05OTtZufYMHD6Zp06bcuXOHLFmyULVqVXx9fXFycoqxrqgQErXuf//7H926dSNv3rzWoy0DBw7k/Pnz1K5dGy8vL7p27UqjRo24deuW9X5Tp06le/fuNGjQwBr6zp07h6enp3WbBQsWMGbMGOvjpUuXjrJly1K3bt0nvldR5yONGzeOypUr8+DBA/LkycOwYcPo27dvtCFsbdq0oW7dulSsWJGcOXPa3Pas53/8fY/i7e3NsWPH+PLLL7l27RoBAQH07t2bHj16WN/T/97nv+smTpyIYRi0b9+eO3fuUKJECTZt2mQ9Nytbtmx8//33DBw4kOLFi+Pn50fnzp354IMPrI8xcOBA2rdvT6FChXjw4AGnT5+O9vqi6nmh74bnblMRx/hP177IyEgjU6ZMxsSJE63rQkJCjDRp0hizZ882DMPscOLq6mosXbrUus2FCxcMJycnY+PGjbF+7sTWtW/58tVG0aKRBhhGp06OrkiSu5TS0UoSB+1vktBSyj4XFx3I5MU9qWvfs9y9e9dIkyaN8fnnn8dTZfJfSb5r3927dzl58qT1+unTpzl48CB+fn5kz56dvn37Mm7cOPLmzUvevHkZN24cXl5etG7dGjA7nHTu3Jn33nuPdOnS4efnx4ABAyhcuLC1i19S5Oxs8PHHEVSq5MIXX0CXLlC2rKOrEhEREZG48Ouvv/Lnn39SqlQpbt26xejRo4HYnZcjiYdDg9S+ffuoUqWK9XrUeUvt27dnwYIFDBo0yDom8saNG5QuXZrNmzfbtEycOnUqLi4uNG/enAcPHlC1alUWLFgQY/eNpKRsWYOOHWH+fOjZE/btQ40nRERERJKJKVOmcOzYMdzc3HjttdfYvn076dOnd3RZYgeHBqnKlSs/sdc9mGMmAwMDCQwMfOI2Hh4ezJgxgxkzZsRDhY41YQKsXAkHD8Ls2dCrl6MrEhEREZEXVbx4cfbv3+/oMuQFJa2zEVOYjBlhzBjz8rBh8P9zlYmIiIiIiIMpSCVy3btD8eJw6xYMGeLoakRERCQxe9pIHxF5JC4+KwpSiZyzM8ycaV6ePx927XJsPSIiIpL4RLVvjpqcVkSeLuqz8iLTIiTaeaTkkbJloVMn+OIL8zypvXvBRT85ERER+X/Ozs74+vpy5f/PA/Dy8rLOzyMJJzIyktDQUB4+fJjk5vNKKQzD4P79+1y5cgVfX98XalCnX8eTiAkTYMUKs/HEzJnQp4+jKxIREZHEJFOmTADWMCUJzzAMHjx4gKenp4JsIufr62v9zDwvBakkIkMGGD8eevSADz6Apk0hSxZHVyUiIiKJhcViISAggIwZMxIWFuboclKksLAwtm3bRsWKFV9oyJjEL1dX1ziZKklBKgnp2hUWLIA9e6BfP1i2zNEViYiISGLj7Oyc5OfTTKqcnZ0JDw/Hw8NDQSoF0ODNJMTJCebMMRtQfPstbNjg6IpERERERFImBakkpmjRR+dH9eoFas4jIiIiIpLwFKSSoFGjIGtWOH0axo51dDUiIiIiIimPglQS5O0NM2aYlydPhiNHHFuPiIiIiEhKoyCVRDVsCPXrQ1iY2clPE5mLiIiIiCQcBakkymIxj0p5ecG2bbBwoaMrEhERERFJORSkkrAcOWDkSPPygAFw7Zpj6xERERERSSkUpJK4fv2gUCEzRA0e7OhqRERERERSBgWpJM7VFWbPNi/Pmwfbtzu2HhERERGRlEBBKhkoXx66dDEvd+0KISGOrUdEREREJLlTkEomJk0Cf3/4808YP97R1YiIiIiIJG8KUslE2rTw8cfm5XHjNLeUiIiIiEh8UpBKRpo1g3r1zLmlunaFyEhHVyQiIiIikjwpSCUjFgt8+il4e8POnfDZZ46uSEREREQkeVKQSmayZYOxY83LgwfD+fOOrUdEREREJDlSkEqGevWC0qXh9m145x1HVyMiIiIikvwoSCVDzs4wdy64uMDKleYiIiIiIiJxR0EqmSpcGAYNMi/37g23bjm2HhERERGR5ERBKhkbPhzy5IELF2DoUEdXIyIiIiKSfChIJWOeno86982aZXbyExERERGRF6cglcxVqQKdOpmXO3eGhw8dW4+IiIiISHKgIJUCTJkCmTLBsWMwerSjqxERERERSfoUpFKAtGnNoX0AkybBgQOOrUdEREREJKlTkEohGjWC5s0hIsIc6hcW5uiKRERERESSLgWpFGTGDEiXDg4dgokTHV2NiIiIiEjSpSCVgmTMCB9/bF4ePRoOH3ZsPSIiIiIiSZWCVArTqhXUq2cO7evc2RzqJyIiIiIi9lGQSmEsFpg9G3x8YM8emD7d0RWJiIiIiCQ9ClIpUJYsZkt0gGHD4ORJx9YjIiIiIpLUKEilUF26QNWq5gS9XbpAZKSjKxIRERERSToUpFIoiwXmzgUvLwgOhjlzHF2RiIiIiEjSoSCVguXKBePHm5cHDoTTpx1bj4iIiIhIUqEglcL17g2vvw737pkT9WqIn4iIiIjIsylIpXBOTjB/vjnE76ef4NNPHV2RiIiIiEjipyAl5M4NkyaZlwcPVhc/EREREZFnUZASAHr0gCpV4P596NhRQ/xERERERJ5GQUoAc4jfF1+Atzfs2AEff+zoikREREREEi8FKbHKmfPRRL1Dh8Lx4w4tR0REREQk0VKQEhtdu0K1auZEvR06QESEoysSEREREUl8FKTEhsUC8+ZB6tSwezdMneroikREREREEh8FKYkme/ZHAWr4cDh61LH1iIiIiIgkNgpSEqNOnaBWLQgJgXbtICzM0RWJiIiIiCQeClISI4sF5s4FX1/Ytw/GjXN0RSIiIiIiiYeClDxR1qwwc6Z5+X//g717HVuPiIiIiEhioSAlT9WqFTRvbnbva9vWnLBXRERERCSlU5CSp7JYYNYsCAiAY8dgyBBHVyQiIiIi4ngKUvJMfn7wxRfm5RkzYMsWx9YjIiIiIuJoClISK7VqQY8e5uWOHeHmTYeWIyIiIiLiUApSEmuTJ0PevHDuHPTu7ehqREREREQcR0FKYi1VKvjyS3BygsWL4dtvHV2RiIiIiIhjKEiJXcqUgaFDzcvdu8PFi46tR0RERETEERSkxG4jRkDx4nD9OnTqBIbh6IpERERERBKWgpTYzc0NvvoKPDxg48ZHk/aKiIiIiKQUClLyXAoWhEmTzMsDBsDhw46tR0REREQkISlIyXPr3dtsix4SAq1bm/+KiIiIiKQEClLy3CwWmD8fMmSA336D9993dEUiIiIiIglDQUpeSKZM8MUX5uWPPoKgIMfWIyIiIiKSEBSk5IXVqwc9epiX27eHa9ccW4+IiIiISHxTkJI4MWUK5M9vziv19ttqiS4iIiIiyZuClMQJLy9YsgRcXWHlSpg3z9EViYiIiIjEHwUpiTPFi8PYseblPn3g+HHH1iMiIiIiEl8UpCROvfcevPEG3L8Pb70FoaGOrkhEREREJO4pSEmccnKChQshbVrYtw+GD3d0RSIiIiIicU9BSuJc1qyPWqJPngybNjm2HhERERGRuKYgJfGiUSPo2dO83K4dXL7s0HJEREREROKUgpTEmylToHBhuHLFDFORkY6uSEREREQkbiTqIBUeHs7w4cPJlSsXnp6evPTSS4wePZrIx34jNwyDwMBAMmfOjKenJ5UrV+bw4cMOrFqieHrCN9+Y/27eDB9+6OiKRERERETiRqIOUhMnTmT27Nl88sknHD16lEmTJjF58mRmzJhh3WbSpEl89NFHfPLJJ+zdu5dMmTJRvXp17ty548DKJUrBgjB9unn5/fdh717H1iMiIiIiEhcSdZDavXs3DRs2pG7duuTMmZOmTZtSo0YN9u3bB5hHo6ZNm8awYcNo0qQJhQoVYuHChdy/f58lS5Y4uHqJ0qULNGsG4eHQsiXcvu3oikREREREXoyLowt4mgoVKjB79myOHz9Ovnz5OHToEDt27GDatGkAnD59mkuXLlGjRg3rfdzd3alUqRK7du2iW7duMT5uSEgIISEh1uu3//83+7CwMMLCwuLvBcVC1PM7uo64NnMm/PKLC3/9ZaFbt0gWLozAYnF0VQLJd5+TxEn7myQ07XOSkLS/JR+urq7P3CZRB6nBgwdz69Yt8ufPj7OzMxEREYwdO5ZWrVoBcOnSJQD8/f1t7ufv78+ZM2ee+Ljjx49n1KhR0dZv3rwZLy+vOHwFzy8oKMjRJcS5Hj3S8v77FfjmGycyZjzIG2+cdXRJ8pjkuM9J4qX9TRKa9jlJSNrfkr6GDRs+c5tEHaSWLl3KV199xZIlS3jllVc4ePAgffv2JXPmzLRv3966neU/hzYMw4i27nFDhw6lf//+1uu3b98mW7Zs1KhRAx8fn7h/IXYICwsjKCiI6tWrxyoJJyV16kBIiMHIkTBvXnG6dClM/vyOrkqS8z4niY/2N0lo2uckIWl/S1kSdZAaOHAgQ4YMoWXLlgAULlyYM2fOMH78eNq3b0+mTJkA88hUQECA9X5XrlyJdpTqce7u7ri7u0db7+rqmmh2+sRUS1waNgyCg+HHHy289ZYre/aYXf3E8ZLrPieJk/Y3SWja5yQhaX9LGRJ1s4n79+/j5GRborOzs7X9ea5cuciUKZPN4dPQ0FCCg4MpV65cgtYqsePsDIsXg78//P479Onj6IpEREREROyXqINU/fr1GTt2LOvXr+fvv/9m5cqVfPTRRzRu3Bgwh/T17duXcePGsXLlSv744w86dOiAl5cXrVu3dnD18iSZMplhymKBuXPNyyIiIiIiSUmiHto3Y8YMPvjgA3r27MmVK1fInDkz3bp1Y8SIEdZtBg0axIMHD+jZsyc3btygdOnSbN68mdSpUzuwcnmWqlXhgw9g9Gjo1g1KlICXX3Z0VSIiIiIisZOog1Tq1KmZNm2atd15TCwWC4GBgQQGBiZYXRI3RoyAbdvgp5+geXP4+WedLyUiIiIiSUOiHtonyZuzMyxZAhkzwm+/Qd++jq5IRERERCR2FKTEoQICHp0v9dln8PXXjq5IREREROTZFKTE4apVg+HDzctdu8Lx446tR0RERETkWRSkJFEYORIqV4a7d83zpR48cHRFIiIiIiJPpiAlicLj50sdOgTvvOPoikREREREnkxBShKNgAAzTDk5wbx5MH++oysSEREREYmZgpQkKlWrmnNLAfTsCQcPOrQcEREREZEYKUhJojN0KNStCw8fQtOmcPOmoysSEREREbGlICWJjpMTfPkl5MwJp05Bx45gGI6uSkRERETkEQUpSZT8/ODbb8HNDVatgg8/dHRFIiIiIiKPKEhJolWiBEyfbl4eMgS2bXNsPSIiIiIiURSkJFHr1g3atIGICGjRAi5dcnRFIiIiIiIKUpLIWSwweza88ooZolq2hPBwR1clIiIiIimdgpQkeqlSwfLlkDo1BAebXf1ERERERBxJQUqShJdffjRB75QpsGyZY+sRERERkZRNQUqSjDffhMGDzcudOsEffzi2HhERERFJuRSkJEkZMwaqVYN796BJE03WKyIiIiKOoSAlSYqLC3z9NWTPDidOQNu2EBnp6KpEREREJKVRkJIkJ316WLEC3N1h3TrzKJWIiIiISEJSkJIk6bXXzLboAIGBsH69Q8sRERERkRRGQUqSrA4doEcPMAxz0t6TJx1dkYiIiIikFApSkqRNmwZlyphNJ5o0MZtQiIiIiIjENwUpSdLc3MzJev394fffoWNH8wiViIiIiEh8UpCSJC9zZvjuO3B1hW+/hQkTHF2RiIiIiCR3ClKSLFSoADNmmJeHDVPzCRERERGJXwpSkmx06wbdu5tD+1q3hj//dHRFIiIiIpJcKUhJsjJ9unl06vZtaNjQbEIhIiIiIhLXFKQkWXFzM8+XypYNjh+Ht96CiAhHVyUiIiIiyY2ClCQ7/v6wciV4eMD338Pw4Y6uSERERESSGwUpSZZeew3mzTMvT5gAS5c6th4RERERSV5c7NnYMAyCg4PZvn07f//9N/fv3ydDhgwUL16catWqkS1btviqU8RurVvDwYMwebI5v1S+fFC8uKOrEhEREZHkIFZHpB48eMC4cePIli0btWvXZv369dy8eRNnZ2dOnjzJyJEjyZUrF3Xq1OHnn3+O75pFYm38eKhVCx48gAYN4NIlR1ckIiIiIslBrI5I5cuXj9KlSzN79mxq1qyJq6trtG3OnDnDkiVLaNGiBcOHD+ftt9+O82JF7OXsDF9/DWXKwLFj0KgR/PSTef6UiIiIiMjzitURqQ0bNvDdd99Rr169GEMUQI4cORg6dCgnTpygcuXKcVmjyAvx9YW1ayFtWtizB7p0MeeaEhERERF5XrEKUoUKFYr1A7q5uZE3b97nLkgkPuTNa7ZFd3aGxYvNBhQiIiIiIs/rubv2hYeHM3PmTJo1a0aTJk348MMPefjwYVzWJhKn3ngDZswwL7//Pqxa5dByRERERCQJe+4g9e6777Jy5UqqVKlCpUqVWLJkCR07dozL2kTiXI8e0KuXeblNGzh0yLH1iIiIiEjSFOv25ytXrqRx48bW65s3b+bYsWM4OzsDULNmTcqUKRP3FYrEsWnTzMYTW7ZA/fqwd685ia+IiIiISGzF+ojUvHnzaNSoEefPnwfg1VdfpXv37mzcuJG1a9cyaNAgSpYsGW+FisQVFxdYtsycV+rsWWjcGDQqVURERETsEesgtW7dOlq2bEnlypWZMWMGn332GT4+PgwbNowPPviAbNmysWTJkvisVSTOpE1rdvLz9YXdu+Htt9XJT0RERERiz65zpFq2bMnevXv57bffqFmzJm3btmX//v0cPHiQmTNnkiFDhviqUyTO5cv3qJPfV1/B//7n6IpEREREJKmwu9mEr68vc+fOZfLkybRt25aBAwfy4MGD+KhNJN5VrQqzZpmXR44EHVQVERERkdiIdZA6e/YsLVq0oHDhwrz11lvkzZuX/fv34+npSbFixdiwYUN81ikSb95+GwYONC937Ag7dzq2HhERERFJ/GIdpNq1a4fFYmHy5MlkzJiRbt264ebmxujRo1m1ahXjx4+nefPm8VmrSLyZMMFsOhEaCo0awalTjq5IRERERBKzWLc/37dvHwcPHiR37tzUrFmTXLlyWW8rUKAA27Zt47PPPouXIkXim5OTeZ5UpUqwbx/UrWs2oUib1tGViYiIiEhiFOsjUq+++iojRoxg8+bNDB48mMKFC0fbpmvXrnFanEhC8vKCNWsgWzZznqk33zSPUImIiIiI/Fesg9SXX35JSEgI/fr14/z588yZMyc+6xJxiIAAWLcOUqeGrVuhe3e1RRcRERGR6GI9tC9Hjhx899138VmLSKJQpAgsXQr16sH8+ZA3Lwwd6uiqRERERCQxidURqXv37tn1oPZuL5LY1K4NH39sXn7/fbVFFxERERFbsQpSefLkYdy4cVy4cOGJ2xiGQVBQELVr1+bjqN9ARZKwXr2gf3/zcseOEBzs2HpEREREJPGI1dC+n376ieHDhzNq1CiKFStGiRIlyJw5Mx4eHty4cYMjR46we/duXF1dGTp0qJpOSLIxeTL88w98953ZFn3nTihY0NFViYiIiIijxSpIvfzyy3z77becO3eOb7/9lm3btrFr1y4ePHhA+vTpKV68OHPnzqVOnTo4OcW6f4VIoufkBIsWwcWLZoiqXRt+/tlsSiEiIiIiKVesm00AZM2alX79+tGvX7/4qkck0fHwgNWroWxZOHHCnGNq2zbw9nZ0ZSIiIiLiKDp8JBIL6dLBhg2QIQP8+is0bw7h4Y6uSkREREQcRUFKJJZy5zbnmPL0NENVjx6aY0pEREQkpVKQErFDqVLwzTfmuVOffw7jxjm6IhERERFxBAUpETs1aPBojqnhw2HBAoeWIyIiIiIOYHeQ+ueffzBiGM9kGAb//PNPnBQlktj16gWDB5uXu3SB7793bD0iIiIikrDsDlK5cuXi6tWr0dZfv36dXLlyxUlRIknB+PHQrh1ERECzZrBnj6MrEhEREZGEYneQMgwDi8USbf3du3fx8PCIk6JEkgKLxTxPqmZNuH/fbIt+/LijqxIRERGRhBDreaT69+8PgMVi4YMPPsDLy8t6W0REBHv27KFYsWJxXqBIYubqCt99B1WqwL59ZqjatUsT9oqIiIgkd7EOUr/++itgHpH6/fffcXNzs97m5uZG0aJFGTBgQNxXKJLIeXvD+vVQvjycPAm1a0NwMKRJ4+jKRERERCS+xDpIbd26FYCOHTsyffp0fHx84q0okaQmY0bYtAnKlYNDh6BJE7MBhbu7oysTERERkfhg9zlS8+fPt4aoc+fOcf78+TgvSiQpeuklc6Le1Knhxx8fNaIQERERkeTH7iAVGRnJ6NGjSZMmDTly5CB79uz4+vryv//9j8jIyPioUSTJKF4cVqwwz51atgzefRdimC1ARERERJK4WA/tizJs2DDmzZvHhAkTKF++PIZhsHPnTgIDA3n48CFjx46NjzpFkoxq1WDRImjVCj79FNKnh1GjHF2ViIiIiMQlu4PUwoUL+fzzz2nQoIF1XdGiRcmSJQs9e/ZUkBIBWrSA69ehZ08YPRrSpTOPTomIiIhI8mD30L7r16+TP3/+aOvz58/P9evX46QokeSgRw/43//My336wOLFjq1HREREROKO3UGqaNGifPLJJ9HWf/LJJxQtWjROihJJLoYNM0MUQIcOZpt0EREREUn67B7aN2nSJOrWrcuWLVsoW7YsFouFXbt2cfbsWb7//vv4qFEkybJY4KOP4No1+OoraNoUgoKgQgVHVyYiIiIiL8LuI1KVKlXi+PHjNG7cmJs3b3L9+nWaNGnCsWPHeP311+OjRpEkzckJvvgC6taFhw+hXj347TdHVyUiIiIiL8LuI1IAmTNnVlMJETtEtUOvWRN27IAaNcx/8+RxdGUiIiIi8jyeK0jdvHmTefPmcfToUSwWCwULFqRTp06kSZMmrusTSTa8vGDtWqhUyTwiVa0abN8O2bI5ujIRERERsZfdQ/v27dtH7ty5mTp1KtevX+fff//lo48+Infu3Bw4cCDOCzx//jxt2rQhXbp0eHl5UaxYMfbv32+93TAMAgMDyZw5M56enlSuXJnDhw/HeR0iccHXFzZvhrx54cwZM0xdueLoqkRERETEXnYHqX79+tGgQQP+/vtvVqxYwcqVKzl9+jT16tWjb9++cVrcjRs3KF++PK6urmzYsIEjR47w4Ycf4uvra91m0qRJfPTRR3zyySfs3buXTJkyUb16de7cuROntYjEFX9/2LIFsmeH48fNYX43bji6KhERERGxh91D+/bt28fcuXNxcXl0VxcXFwYNGkSJEiXitLiJEyeSLVs25s+fb12XM2dO62XDMJg2bRrDhg2jSZMmgDlhsL+/P0uWLKFbt25xWo9IXMme3QxTr78Ohw5BnTpmNz9vb0dXJiIiIiKxYXeQ8vHx4Z9//ok2Ke/Zs2dJnTp1nBUGsGbNGmrWrEmzZs0IDg4mS5Ys9OzZk7fffhuA06dPc+nSJWrUqGG9j7u7O5UqVWLXrl1PDFIhISGEhIRYr9++fRuAsLAwwsLC4vQ12Cvq+R1dh8S/nDnh+++hWjUXfv7ZQoMGkaxeHYGHR8LWoX1OEpL2N0lo2uckIWl/Sz5cXV2fuY3FMAzDngd99913WblyJVOmTKFcuXJYLBZ27NjBwIEDefPNN5k2bdrz1huNx///Rtm/f3+aNWvGL7/8Qt++fZkzZw7t2rVj165dlC9fnvPnz5M5c2br/bp27cqZM2fYtGlTjI8bGBjIqFGjoq1fsmQJXl5ecVa/SGwcP+7LiBHlefjQhZIlLzJ48F5cXOz6WIqIiIhIHGrYsOEzt7E7SIWGhjJw4EBmz55NeHg4YCa2Hj16MGHCBNzd3Z+v2hi4ublRokQJdu3aZV337rvvsnfvXnbv3m0NUhcuXCAgIMC6zdtvv83Zs2fZuHFjjI8b0xGpbNmy8e+//+Lj4xNn9T+PsLAwgoKCqF69eqySsCQPwcEW6td35uFDC82bR7JwYQTOzgnz3NrnJCFpf5OEpn1OEpL2t+QjNj8/u4f2ubm5MX36dMaPH8+pU6cwDIM8efLEy5GcgIAAChYsaLOuQIECLF++HIBMmTIBcOnSJZsgdeXKFfz9/Z/4uO7u7jEGPldX10Sz0yemWiT+VasGy5dDw4awbJkTqVI58fnn5mS+CUX7nCQk7W+S0LTPSULS/pYyPPevaV5eXhQuXJgiRYrE23C48uXLc+zYMZt1x48fJ0eOHADkypWLTJkyERQUZL09NDSU4OBgypUrFy81icSXOnXg66/N8DR/PvTqBfYdLxYRERGRhGL3Eal79+4xYcIEfvjhB65cuUJkZKTN7X/99VecFdevXz/KlSvHuHHjaN68Ob/88gufffYZn332GQAWi4W+ffsybtw48ubNS968eRk3bhxeXl60bt06zuoQSShNm8KXX0LbtjB7Nri7w9SpYLE4ujIREREReZzdQapLly4EBwfTtm1bAgICsMTjb3glS5Zk5cqVDB06lNGjR5MrVy6mTZvGW2+9Zd1m0KBBPHjwgJ49e3Ljxg1Kly7N5s2b47yDoEhCeestCAmBzp1h+nTw8IDx4xWmRERERBITu4PUhg0bWL9+PeXLl4+PeqKpV68e9erVe+LtFouFwMBAAgMDE6QekYTQqZMZpnr2hIkTzTClXVxEREQk8bD7HKm0adPi5+cXH7WIyGN69DCH9QGMGmUelRIRERGRxMHuIPW///2PESNGcP/+/fioR0Qe07cvTJhgXn7//UfBSkREREQcK1ZD+4oXL25zLtTJkyfx9/cnZ86c0Vo7HjhwIG4rFEnhBg+Ghw/NoX39+4OrK/Tu7eiqRERERFK2WAWpRo0axXMZIvI0I0aY50yNHw/vvGM2nujVy9FViYiIiKRcsQpSI0eOjO86ROQpLBYYOxYiImDSJPOIlMViNqMQERERkYRn9zlSZ8+e5dy5c9brv/zyC3379rXO7SQi8cNiMc+XGjjQvN6rlznXlIiIiIgkPLuDVOvWrdm6dSsAly5dolq1avzyyy+8//77jB49Os4LFJFHLBazHfp775nXe/SAOXMcW5OIiIhISmR3kPrjjz8oVaoUAMuWLaNw4cLs2rWLJUuWsGDBgriuT0T+w2KByZPNxhMA3buDDgiLiIiIJCy7g1RYWBju7u4AbNmyhQYNGgCQP39+Ll68GLfViUiMLBaYMsVsjw7QrRt8/rlDSxIRERFJUewOUq+88gqzZ89m+/btBAUFUatWLQAuXLhAunTp4rxAEYmZxQIffQR9+pjX335bYUpEREQkodgdpCZOnMicOXOoXLkyrVq1omjRogCsWbPGOuRPRBKGxWJO0vt4mJo1y7E1iYiIiKQEsWp/HsUwDHLlysWZM2eIiIggbdq01tu6du2Kl5dXnBcoIk8XFaacnc0jVD17Qni4Od+UiIiIiMQPu45IGYZB3rx5uXz5sk2IAsiZMycZM2aM0+JEJHaizpkaPNi8/u67ZqgSERERkfhhV5BycnIib968XLt2Lb7qEZHnZLHA+PEwfLh5/b33zHmnRERERCTu2X2O1KRJkxg4cCB//PFHfNQjIi/AYoH//Q9GjTKvDx1qXhcRERGRuGXXOVIAbdq04f79+xQtWhQ3Nzc8PT1tbr9+/XqcFSciz2fECHBxgWHDzMvh4RAYaAYtEREREXlxdgepadOmxUMZIhLX3n8fXF1h0CAYPRpCQsyhfwpTIiIiIi/O7iDVvn37+KhDROLBwIHmkan+/WHiRLh/H6ZNAye7B/WKiIiIyOOe69epU6dOMXz4cFq1asWVK1cA2LhxI4cPH47T4kTkxfXr92huqRkzoGtXiIhwbE0iIiIiSZ3dQSo4OJjChQuzZ88eVqxYwd27dwH47bffGDlyZJwXKCIvrnt3WLjQPBI1bx60awdhYY6uSkRERCTpsjtIDRkyhDFjxhAUFISbm5t1fZUqVdi9e3ecFicicaddO/jmG3Oo35Il0Ly5ed6UiIiIiNjP7iD1+++/07hx42jrM2TIoPmlRBK5Zs1g5Upwd4dVq6BRI/O8KRERERGxj91BytfXl4sXL0Zb/+uvv5IlS5Y4KUpE4k+9erBuHXh5wcaN0LChMw8e2N13RkRERCRFsztItW7dmsGDB3Pp0iUsFguRkZHs3LmTAQMG0K5du/ioUUTiWLVqsGkT+PhAcLATI0eWRVPAiYiIiMSe3UFq7NixZM+enSxZsnD37l0KFixIxYoVKVeuHMOHD4+PGkUkHlSoAD/8AH5+BseP+1G1qgsxHGwWERERkRjYPZ7H1dWVxYsXM3r0aH799VciIyMpXrw4efPmjY/6RCQelSgBP/wQTtWq4Rw+7EmFChAUBC+95OjKRERERBK352p/DpA7d26aNm1K8+bNFaJEkrBXXoHx43fw0ksGf/1lHqnSlHAiIiIiT2d3kKpevTrZs2dnyJAh/PHHH/FRk4gkMH//+2zdGk6hQnDxIlSsCHv2OLoqERERkcTL7iB14cIFBg0axPbt2ylSpAhFihRh0qRJnDt3Lj7qE5EEEhAAwcFQpgxcvw5Vq5rnUImIiIhIdHYHqfTp09O7d2927tzJqVOnaNGiBV9++SU5c+bkjTfeiI8aRSSB+PmZ50hVqwb37kGdOuZ8UyIiIiJiy+4g9bhcuXIxZMgQJkyYQOHCha3nT4lI0uXtbc4z1aQJhIbCm2/CvHmOrkpEREQkcXnuILVz50569uxJQEAArVu35pVXXmHdunVxWZuIOIi7OyxdCp06QWQkdOkC48eDYTi6MhEREZHEwe725++//z5ff/01Fy5coFq1akybNo1GjRrh5eUVH/WJiIO4uMDnn0PGjDBhArz/Ply+DB99BE4vdCxbREREJOmzO0j99NNPDBgwgBYtWpA+ffr4qElEEgmLxTwS5e8P/frB9Olw5QosWABubo6uTkRERMRx7A5Su3btio86RCQR69sXMmSADh3g66/h2jVYvtw8n0pEREQkJbJ7gM63335LkyZNKFSoEIULF6ZJkyZ899138VGbiCQib70Fa9eClxds3my2R//3X0dXJSIiIuIYsQ5SkZGRtGjRghYtWnDkyBHy5MnDSy+9xOHDh2nRogUtW7bE0JnoIslarVrw449mm/RffoEKFeDvvx1dlYiIiEjCi3WQmjZtGlu2bGHNmjX8+eefrFq1itWrV3Ps2DFWrlxJUFAQ06dPj89aRSQRKF0aduyAbNng2DEoWxZ+/dXRVYmIiIgkrFgHqQULFjB58mTq1asX7bYGDRowadIk5mmyGZEUoUAB2L0bCheGS5egYkVzIl8RERGRlCLWQerEiRNUq1btibdXq1aNkydPxklRIpL4ZckC27dDlSpw9y7UqQOLFjm6KhEREZGEEesg5enpyc2bN594++3bt/H09IyLmkQkiUiTBjZsgFatIDwc2rXTxL0iIiKSMsQ6SJUtW5ZZs2Y98faZM2dStmzZOClKRJIOd3f46isYONC8/v770Ls3REQ4ti4RERGR+BTreaSGDRtG5cqVuXbtGgMGDCB//vwYhsHRo0f58MMPWb16NVu3bo3PWkUkkXJygkmTIGtWc86pTz+FCxdg8WKzXbqIiIhIchPrIFWuXDmWLl1K165dWb58uc1tadOm5euvv6Z8+fJxXqCIJB3vvmueO/XWW7BqlXn+1Jo14O/v6MpERERE4lasgxRA48aNqVmzJps2beLEiRMA5MuXjxo1auClPzuLCPDmm2ZwatjQnGuqbFn4/nvIn9/RlYmIiIjEHbuCFICXlxeNGzeOj1pEJJmoUMFsj16nDpw6ZYapVaugUiVHVyYiIiISN2LdbEJExB758plhqmxZuHkTqlc3z5kSERERSQ4UpEQk3mTIAD/8AE2bQlgYtGkDY8aoPbqIiIgkfQpSIhKvPD1h6dJH7dE/+AA6d4bQUMfWJSIiIvIiFKREJN5FtUefOdO8PH8+1KoF1687ujIRERGR5/NcQerUqVMMHz6cVq1aceXKFQA2btzI4cOH47Q4EUleevaEtWvB2xu2bjXPn/r/BqAiIiIiSYrdQSo4OJjChQuzZ88eVqxYwd27dwH47bffGDlyZJwXKCLJS506sGsXZM8Ox49DmTIQHOzoqkRERETsY3eQGjJkCGPGjCEoKAg3Nzfr+ipVqrB79+44LU5EkqfChWHPHihd2hzeV726OdxPREREJKmwO0j9/vvvMc4jlSFDBq5duxYnRYlI8pcpkzm8r3lzs6Nfp04wZAhERjq6MhEREZFnsztI+fr6cvHixWjrf/31V7JkyRInRYlIyuDpCV9/DcOHm9cnToRmzeDePcfWJSIiIvIsdgep1q1bM3jwYC5duoTFYiEyMpKdO3cyYMAA2rVrFx81ikgy5uQE//sfLFoEbm6wYgVUqAD//OPoykRERESezO4gNXbsWLJnz06WLFm4e/cuBQsWpGLFipQrV47hUX9WFhGxU5s28OOPkDEjHDwIpUqBTrsUERGRxMruIOXq6srixYs5fvw4y5Yt46uvvuLPP/9k0aJFODs7x0eNIpJClC8Pv/wCRYvC5ctQuTIsXOjoqkRERESic3neO+bOnZvcuXPHZS0iIuTIATt2QLt2sHIldOgAf/wBEyaA/lYjIiIiiYXdQap///4xrrdYLHh4eJAnTx4aNmyIn5/fCxcnIimTtzd89x0EBprnT02ZAkeOmI0pfHwcXZ2IiIjIcwSpX3/9lQMHDhAREcHLL7+MYRicOHECZ2dn8ufPz6effsp7773Hjh07KFiwYHzULCIpgJMTjB4Nr7xiHpX6/ntz8t41ayBPHkdXJyIiIimd3edINWzYkGrVqnHhwgX279/PgQMHOH/+PNWrV6dVq1acP3+eihUr0q9fv/ioV0RSmBYtzKF+WbLA0aNQsiRs2uToqkRERCSlsztITZ48mf/973/4PDa+xsfHh8DAQCZNmoSXlxcjRoxg//79cVqoiKRcr70Ge/dC2bJw8ybUqQOTJ4NhOLoyERERSansDlK3bt3iypUr0dZfvXqV27dvA+akvaGhoS9enYjI/wsIgK1boUsXiIyEQYPgrbfg/n1HVyYiIiIp0XMN7evUqRMrV67k3LlznD9/npUrV9K5c2caNWoEwC+//EK+fPniulYRSeHc3eGzz+DTT8HFxWw+Ub48nDnj6MpEREQkpbE7SM2ZM4eqVavSsmVLcuTIQfbs2WnZsiVVq1Zl9uzZAOTPn5/PP/88zosVEbFYoEcP+OEHyJDBnLy3RAn46SdHVyYiIiIpid1Bytvbm7lz53Lt2jVrB79r167x2WefkSpVKgCKFStGsWLF4rpWERGrihVh/3549VX491+oVg2mT9d5UyIiIpIw7A5SUby9vSlSpAhFixbF29s7LmsSEYmVbNnMjn5t2kBEBPTta16+d8/RlYmIiEhyZ/c8UgB79+7l22+/5Z9//onWVGLFihVxUpiISGx4esKXX5rD+957D5Ysgd9/h5UrIXduR1cnIiIiyZXdR6S++eYbypcvz5EjR1i5ciVhYWEcOXKEH3/8kTRp0sRHjSIiT2WxQJ8+8OOP4O9vBqkSJcxJfEVERETig91Baty4cUydOpV169bh5ubG9OnTOXr0KM2bNyd79uzxUaOISKxEnTdVpow531S9ejBqlNkuXURERCQu2R2kTp06Rd26dQFwd3fn3r17WCwW+vXrx2effRbnBYqI2CNLFggOhp49zcYTgYHQoAHcuOHoykRERCQ5sTtI+fn5cefOHQCyZMnCH3/8AcDNmze5r5kxRSQRcHODmTNh/nxz7qn1682hfr/+6ujKREREJLmwO0i9/vrrBAUFAdC8eXP69OnD22+/TatWrahatWqcF/i48ePHY7FY6Nu3r3WdYRgEBgaSOXNmPD09qVy5MocPH47XOkQkaejQAXbtgpw54a+/oGxZmDfP0VWJiIhIcmB3kPrkk09o2bIlAEOHDmXAgAFcvnyZJk2aMC8ef0PZu3cvn332GUWKFLFZP2nSJD766CM++eQT9u7dS6ZMmahevbr1qJmIpGyvvmqeN1W3LoSEQJcu0KkT6AC6iIiIvIjnGtqXOXNm885OTgwaNIg1a9bw0UcfkTZt2jgvEODu3bu89dZbzJ071+Y5DMNg2rRpDBs2jCZNmlCoUCEWLlzI/fv3WbJkSbzUIiJJj58frFkD48aBk5M55K9sWTh50tGViYiISFJl9zxSzs7OXLx4kYwZM9qsv3btGhkzZiQiIiLOiovSq1cv6tatS7Vq1RgzZox1/enTp7l06RI1atSwrnN3d6dSpUrs2rWLbt26xfh4ISEhhISEWK/fvn0bgLCwMMLCwuK8fntEPb+j65CUIyXtcwMGwGuvWWjb1pnffrPw2msGn38eQaNGhqNLSzFS0v4miYP2OUlI2t+SD1dX12duY3eQMoyYf+EICQnBzc3N3od7pm+++YYDBw6wd+/eaLddunQJAH9/f5v1/v7+nDlz5omPOX78eEaNGhVt/ebNm/Hy8nrBiuNG1HloIgklJe1z48d7MGVKCY4eTUfz5i40bHiStm2P4OKiQJVQUtL+JomD9jlJSNrfkr6GDRs+c5tYB6mPP/4YAIvFwueff463t7f1toiICLZt20b+/Pmfo8wnO3v2LH369GHz5s14eHg8cTuLxWJz3TCMaOseN3ToUPr372+9fvv2bbJly0aNGjXw8fF58cJfQFhYGEFBQVSvXj1WSVjkRaXUfa5lSxg2LIJp05xZvToPly69xOLFEWg6vPiVUvc3cRztc5KQtL+lLLEOUlOnTgXMkDJ79mycnZ2tt7m5uZEzZ05mz54dp8Xt37+fK1eu8Nprr1nXRYW2Tz75hGPHjgHmkamAgADrNleuXIl2lOpx7u7uuLu7R1vv6uqaaHb6xFSLpAwpbZ9zdYWpU6FSJbO73549TpQs6cSXX5oT+Ur8Smn7mzie9jlJSNrfUoZYB6nTp08DUKVKFVasWBFvjSUeV7VqVX7//XebdR07diR//vwMHjyYl156iUyZMhEUFETx4sUBCA0NJTg4mIkTJ8Z7fSKS9DVqZM4v1aIF7N0L9eub51KNG2eGLREREZGY2H2O1NatW+OjjhilTp2aQoUK2axLlSoV6dKls67v27cv48aNI2/evOTNm5dx48bh5eVF69atE6xOEUnacuWCHTtg0CCYPh2mTIGdO+Gbb9BQPxEREYmR3UEqIiKCBQsW8MMPP3DlyhUiIyNtbv/xxx/jrLjYGDRoEA8ePKBnz57cuHGD0qVLs3nzZlKnTp2gdYhI0ubmBtOmmUP9OnaE3buheHFYuFBD/URERCQ6u4NUnz59WLBgAXXr1qVQoUJPbeoQH3766Seb6xaLhcDAQAIDAxO0DhFJnho3hmLFoHlz2LfPHOrXpw9MnAgxnFopIiIiKZTdQeqbb75h2bJl1KlTJz7qERFxuKihfoMHm0P9pk+Hbdtg6VLIm9fR1YmIiEhi4GTvHdzc3MiTJ0981CIikmi4u5tD/dauhXTpzIYUr74KixY5ujIRERFJDOwOUu+99x7Tp09/4sS8IiLJSb16cOiQee7U3bvQrh20b29eFhERkZTL7qF9O3bsYOvWrWzYsIFXXnklWo/8FStWxFlxIiKJQZYs8MMPMHYsjBoFX35pNqP45hvzKJWIiIikPHYHKV9fXxo3bhwftYiIJFrOzjBiBFSpAq1bw4kTUKYMjB8P/fqBk93H90VERCQpsztIzZ8/Pz7qEBFJEl5/HQ4ehC5dYNUqc/LeTZvMNukBAY6uTkRERBLKc/0NNTw8nC1btjBnzhzu3LkDwIULF7irkwZEJAVIlw5WrIDZs8HTE4KCoEgRszGFiIiIpAx2B6kzZ85QuHBhGjZsSK9evbh69SoAkyZNYsCAAXFeoIhIYmSxQLdusH+/Oe/Uv/9CgwbQsyfcv+/o6kRERCS+2R2k+vTpQ4kSJbhx4waenp7W9Y0bN+aHH36I0+JERBK7AgXg55+hf3/z+qxZUKKE2elPREREki+7g9SOHTsYPnw4bm5uNutz5MjB+fPn46wwEZGkwt0dPvzQPFcqUyY4ehRKlYIpUyAy0tHViYiISHywO0hFRkYSERERbf25c+dInTp1nBQlIpIU1agBv/0G9etDaCgMHAhVq8I//zi6MhEREYlrdgep6tWrM23aNOt1i8XC3bt3GTlyJHXq1InL2kREkpwMGWD1avjsM/Dygp9+MhtRLF4MmsdcREQk+bA7SE2dOpXg4GAKFizIw4cPad26NTlz5uT8+fNMnDgxPmoUEUlSLBZ4+23zPKnSpeHWLWjTBlq2hOvXHV2diIiIxAW7g1TmzJk5ePAgAwcOpFu3bhQvXpwJEybw66+/kjFjxvioUUQkScqTB3bsgNGjzQl9ly0zj05t2eLoykRERORF2T0hL4CnpycdO3akY8eOcV2PiEiy4uICH3wAtWqZR6WOH4fq1aF3b5g40Rz+JyIiIkmP3Uekxo8fzxdffBFt/RdffKGhfSIiT1CyJBw4AD16mNc/+cScf2r3boeWJSIiIs/J7iA1Z84c8ufPH239K6+8wuzZs+OkKBGR5ChVKvj0U7NNepYscOIEVKgAQ4dCSIijqxMRERF72B2kLl26REBAQLT1GTJk4OLFi3FSlIhIclajBvzxB7Rta84zNWGCecTq4EFHVyYiIiKxZXeQypYtGzt37oy2fufOnWTOnDlOihIRSe58feHLL2HFCrNl+u+/m5P4jh0L4eGOrk5ERESexe4g1aVLF/r27cv8+fM5c+YMZ86c4YsvvqBfv368/fbb8VGjiEiy1bixeXSqcWMIC4Phw6FsWXOdiIiIJF52d+0bNGgQ169fp2fPnoSGhgLg4eHB4MGDGTp0aJwXKCKS3GXMCMuXm5P2vvMO7NsHr70GI0fCoEFm5z8RERFJXOw6IhUREcG2bdsYPHgwV69e5eeff+bQoUNcv36dESNGxFeNIiLJnsVitkc/fBjq1YPQUBg2DMqU0dEpERGRxMiuIOXs7EzNmjW5desW3t7elCxZkkKFCuHu7h5f9YmIpCiZM8OaNeb5U76+sH+/eXRq3DidOyUiIpKY2H2OVOHChfnrr7/ioxYREcE8OtW2LRw5AvXr2x6d+v13R1cnIiIi8BxBauzYsQwYMIB169Zx8eJFbt++bbOIiEjcCAiA1attj069+qp57pTmnRIREXEsu4NUrVq1OHToEA0aNCBr1qykTZuWtGnT4uvrS9q0aeOjRhGRFOvxo1ONGpnD+0aPNof77dnj6OpERERSLrt7QW3dujU+6hARkacICDDnnPruO+jd22xKUbYs9O0LY8aAl5ejKxQREUlZ7A5SlSpVio86RETkGSwWaNYM3ngD+vWDRYtg6lRz+N/nn0OVKo6uUEREJOWwe2gfwPbt22nTpg3lypXj/PnzACxatIgdO3bEaXEiIhJdunTmeVPr10PWrPDXX2a46tIFbtxwdHUiIiIpg91Bavny5dSsWRNPT08OHDhAyP+f8Xznzh3GjRsX5wWKiEjM6tQxh/j16GFenzcPChSApUvBMBxbm4iISHJnd5AaM2YMs2fPZu7cubi6ulrXlytXjgMHDsRpcSIi8nQ+PvDpp7B9O+TPD5cvQ8uWZtv0f/5xdHUiIiLJl91B6tixY1SsWDHaeh8fH27evBkXNYmIiJ0qVICDByEwEFxdzWF/BQvC9OkQEeHo6kRERJIfu4NUQEAAJ0+ejLZ+x44dvPTSS3FSlIiI2M/d3Zxj6tAhKF8e7t0zu/qVLWuuExERkbhjd5Dq1q0bffr0Yc+ePVgsFi5cuMDixYsZMGAAPXv2jI8aRUTEDgUKwLZtMHu2OfRv715z3qkBA+DuXUdXJyIikjzYHaQGDRpEo0aNqFKlCnfv3qVixYp06dKFbt260bt37/ioUURE7OTkBN26wdGj0LSpObzvww/N4X6rVzu6OhERkaTvudqfjx07ln///ZdffvmFn3/+matXr/K///0vrmsTEZEXlDkzfPutec5Uzpxw9iw0amQuakYhIiLy/GIdpO7fv0+vXr3IkiULGTNmpEuXLuTMmZNSpUrh7e0dnzWKiMgLimqVPmQIuLiYR6UKFjSPUoWHO7o6ERGRpCfWQWrkyJEsWLCAunXr0rJlS4KCgugRNXmJiIgkel5eMH48/Prro2YUAwaY50/t3Ono6kRERJKWWAepFStWMG/ePD777DM+/vhj1q9fz6pVq4hQX10RkSSlUCGzGcXnn4OfH/z2m9k+vWNHuHrV0dWJiIgkDbEOUmfPnuX111+3Xi9VqhQuLi5cuHAhXgoTEZH44+QEnTvDsWPmvwALFsDLL5vd/vQ3MhERkaeLdZCKiIjAzc3NZp2LiwvhGlwvIpJkpU9vHpnatQuKFYMbN6BHDyhTBvbtc3R1IiIiiZdLbDc0DIMOHTrg7u5uXffw4UO6d+9OqlSprOtWrFgRtxWKiEi8K1vWnG9q1iwYPtwMUaVKQdeuMHYspEvn6ApFREQSl1gfkWrfvj0ZM2YkTZo01qVNmzZkzpzZZp2IiCRNLi7wzjvmcL82bcAwYM4cyJfPDFga7iciIvJIrI9IzZ8/Pz7rEBGRRCJTJli0CN5+2wxWv/0GPXvCZ5/BjBlmYwoREZGU7rkm5BURkeSvYkXYv98MT76+cPAgvP46tG0LFy86ujoRERHHUpASEZEncnGB3r3h+HHo0gUsFvjqK3O43+TJEBLi6ApFREQcQ0FKRESeKUMGmDsX9uyB0qXh7l0YNMick2rtWvN8KhERkZREQUpERGKtZEmzVfr8+eDvDydPQoMGUKsWHDni6OpEREQSjoKUiIjYxckJOnQwh/sNHgxubrB5MxQpAu++C9evO7pCERGR+KcgJSIiz8XHByZMMI9ENWpktkefMQPy5oWZM0HztYuISHKmICUiIi8kd25YuRK2bDHPmbp+3WxQUaQIbNig86dERCR5UpASEZE4UbUq/PqreTQqXTo4ehTq1DHPn/rjD0dXJyIiErcUpEREJM64uJiT9548CQMGgKuref5U0aLQvTtcvuzoCkVEROKGgpSIiMQ5X19znqmjR+HNNyEyEubMgYIFXfjuu7w8eODoCkVERF6MgpSIiMSb3Lnhu+9g2zYoUQLu3LHw1VcFKVTIhS+/NAOWiIhIUqQgJSIi8e71183JfL/4Ipz06e9z9qyF9u3h1VchKMjR1YmIiNhPQUpERBKEkxO0aWMwc+YPjB0bgY8PHDoENWqYDSl++83RFYqIiMSegpSIiCQod/dIBg6M5NQp6NPHbEixaRMUKwadOsHZs46uUERE5NkUpERExCHSp4dp08yGFM2amfNNzZ9vTug7aJA5H5WIiEhipSAlIiIOlTs3LFsGu3eb51KFhJgd/3LnhokT4f59R1coIiISnYKUiIgkCmXKQHAwrFsHhQvDzZswZIh5hGruXAgPd3SFIiIijyhIiYhIomGxQN268Ouv8OWXkCMHXLgAXbua4Wr5cnMIoIiIiKMpSImISKLj7Axt28KxYzB1KqRLB3/+CU2bQsmSZnMKBSoREXEkBSkREUm03N2hb1/46y8YMQK8vWH/frNdeuXKsHOnoysUEZGUSkFKREQSPR8fGDXKDFT9+5sBa9s2qFDh0VBAERGRhKQgJSIiSUaGDPDhh3DypHnelLMzfP89vPoqNG8OR444ukIREUkpFKRERCTJyZoV5swx56Bq1cpc9+23UKgQtGkDx487tj4REUn+FKRERCTJypsXliyB336Dxo3NBhSLF0PBgtCxI5w+7egKRUQkuVKQEhGRJK9wYVixwmxEUbcuRETAggWQLx906wb//OPoCkVEJLlRkBIRkWTj1VfNCX1374bq1c1JfD/7DPLkgR49FKhERCTuKEiJiEiyU6YMbN5sdvarXBnCwmD2bAUqERGJOwpSIiKSbL3+OmzdCj/9BFWq2Aaq7t3hzBlHVygiIkmVgpSIiCR7lSrBjz/aBqo5c8xmFV27qimFiIjYL1EHqfHjx1OyZElSp05NxowZadSoEceOHbPZxjAMAgMDyZw5M56enlSuXJnDhw87qGIREUnMogJVcDC88YYZqObONQNVhw5qmy4iIrGXqINUcHAwvXr14ueffyYoKIjw8HBq1KjBvXv3rNtMmjSJjz76iE8++YS9e/eSKVMmqlevzp07dxxYuYiIJGYVK8IPP5jnUNWoYXb5W7gQChQw56X64w9HVygiIoldog5SGzdupEOHDrzyyisULVqU+fPn888//7B//37APBo1bdo0hg0bRpMmTShUqBALFy7k/v37LFmyxMHVi4hIYvf667BpE/z8M9SvD5GR8M03Zjv1Jk3gwAFHVygiIomVi6MLsMetW7cA8PPzA+D06dNcunSJGjVqWLdxd3enUqVK7Nq1i27dusX4OCEhIYSEhFiv3759G4CwsDDCwsLiq/xYiXp+R9chKYf2OUlIiXV/e/VVWL4cDh6ECROcWbnS8v8L1KgRyeDBkVSoYGCxOLpSsVdi3eckedL+lny4uro+cxuLYRhGAtTywgzDoGHDhty4cYPt27cDsGvXLsqXL8/58+fJnDmzdduuXbty5swZNm3aFONjBQYGMmrUqGjrlyxZgpeXV/y8ABERSTLOnk3Nd9/lZfv2rERGmumpQIFrvPnmCV577bIClYhIMtewYcNnbpNkglSvXr1Yv349O3bsIGvWrMCjIHXhwgUCAgKs27799tucPXuWjRs3xvhYMR2RypYtG//++y8+Pj7x+0KeISwsjKCgIKpXrx6rJCzyorTPSUJKavvbX3/BRx85sWCBE6GhZnoqUsRg4MAImjY1cHZ2cIHyTEltn5OkTftb8hGbn1+SGNr3zjvvsGbNGrZt22YNUQCZMmUC4NKlSzZB6sqVK/j7+z/x8dzd3XF3d4+23tXVNdHs9ImpFkkZtM9JQkoq+9vLL5tt0gMDYepUmDULfvvNQtu2LgQGwoAB0L49eHo6ulJ5lqSyz0nyoP0tZUjUzSYMw6B3796sWLGCH3/8kVy5ctncnitXLjJlykRQUJB1XWhoKMHBwZQrVy6hyxURkWQqIAAmTTIn8B01Cvz84NQp6NEDcuaEsWPhxg1HVykiIgkpUQepXr168dVXX7FkyRJSp07NpUuXuHTpEg8ePADAYrHQt29fxo0bx8qVK/njjz/o0KEDXl5etG7d2sHVi4hIcuPnByNGwD//wPTpkD07XLkCw4dDtmzQvz+cPevoKkVEJCEk6iA1a9Ysbt26ReXKlQkICLAuS5cutW4zaNAg+vbtS8+ePSlRogTnz59n8+bNpE6d2oGVi4hIcpYqFbz7Lpw8CV99BUWKwL175vC/l14yh/v9/rujqxQRkfiUqIOUYRgxLh06dLBuY7FYCAwM5OLFizx8+JDg4GAKFSrkuKJFRCTFcHWFt94y26Zv2ABVqkB4OHz5pRmuataEoCBIGm2dRETEHok6SImIiCQFFgvUqgU//gh79kDz5uDkBJs3Q40aUKyYGa5CQx1dqYiIxBUFKRERkThUqhQsXWoO+3v3XXMY4G+/mcP9cuWCiRPVmEJEJDlQkBIREYkHuXKZDSnOnoXx483OfxcuwJAhkDUr9OoFx487ukoREXleClIiIiLxKG1aMzz9/TfMn2+eO3X/Pnz6qTlPVf368MMPOo9KRCSpUZASERFJAG5u0KGD2Zjihx+gXj1z/bp1UK0aFC0KX3wBDx86skoREYktBSkREZEEZLHAG2/A2rVw7Jg5xM/Ly2yX3rmzOR/V8OFw/ryjKxURkadRkBIREXGQfPngk0/g3DmYNMkMUf/+C2PHQo4c0LIl7NypYX8iIomRgpSIiIiDpU0LAwfCX3/B8uVQqRJERJjd/ypUgBIlYOFCDfsTEUlMFKREREQSCRcXaNIEfvrJPJeqc2fw8IADB8zzq7Jle9S4QkREHEtBSkREJBEqWhQ+//xR+/SoYX8TJ0Lu3NCgAWzaBJGRjq5URCRlUpASERFJxNKnN49C/fUXrFxpdviLjDSbVdSqBfnzw9SpmuRXRCShKUiJiIgkAS4u0KgRBAXB0aPwzjvg4wMnTkD//pAlC3TqBL/8ouYUIiIJQUFKREQkicmfHz7+2GyRPmsWFC4MDx6YE/6WLm02p5g7F+7edXSlIiLJl4KUiIhIEuXtDd27w6FDZpv0tm3B3d1sTtG1q3mUqndvc44qERGJWwpSIiIiSZzFAuXKwZdfmnNSTZkCefLA7dswcyYUKQJly8IXX8C9e46uVkQkeVCQEhERSUbSp4f33oNjx8zzqd580zy/6uefzXbqmTNDz57w66+OrlREJGlTkBIREUmGnJzMDn/ffWcepZowwWybfvu2eV7Vq69CyZLw2WfmOhERsY+ClIiISDLn7w+DB8Px4/DDD9CiBbi6wr590K0bBASYE/5u366OfyIisaUgJSIikkI4OcEbb8A335gd/6ZMMTsA3r8PCxdCxYrm9YkT4dIlR1crIpK4KUiJiIikQBkymOdSHTlidvzr1AlSpTKPWg0ZAlmzQoMG5iTAoaGOrlZEJPFRkBIREUnBojr+zZsHFy+a/5YrBxERsHYtNGlitlHv2xcOHnR0tSIiiYeClIiIiACQOrV5ZGrnTvNI1eDB5vlT//4L06dD8eJQrBhMmwZXrzq6WhERx1KQEhERkWgKFDA7/f3zD3z/PTRvDm5u5uS//fqZbdQbNDC7Aj586OhqRUQSnoKUiIiIPJGLC9SuDUuXmkP/Zs6EEiUgPNwc+tesmXnUqls380iWuv6JSEqhICUiIiKx4udnTua7d6859G/oULMpxc2b5nxUFSpA3rwQGAgnTji6WhGR+KUgJSIiInYrUADGjYMzZ8y5qdq3B29vOHUKRo2CfPmgdGn4+GO4fNnR1YqIxD0FKREREXluUXNTLVhgzj21aBHUqmWu/+UX6NPH7PpXq5Z52927jq5YRCRuKEiJiIhInEiVCtq0gQ0b4MIFs9NfqVJmK/VNm6BdO8iYEVq0gFWrICTE0RWLiDw/BSkRERGJc/7+8O67sGePOclvYKB5/tSDB7BsGTRubG7TqRNs3mw2rxARSUoUpERERCRe5c0LI0fCsWNmo4r+/c3hfrduwfz5ULOmeb13b9i+HSIjHV2xiMizKUiJiIhIgrBYzNbpH35ozk8VHAzdu0O6dHDlitlavWJFyJbNPLdq506FKhFJvBSkREREJME5OZmhadYsc36qDRvMzn9p0pjnV338sdlOPXt2cwLg3bsVqkQkcVGQEhEREYdydTW7+i1YYLZKX7sW2rYFHx84fx6mTYNy5SBHDvNI1fbtZgMLERFHUpASERGRRMPdHerVgy+/NEPV6tXw1lvmHFXnzplHqipWNCcC7tULfvxRjSpExDEUpERERCRR8vCABg3gq6/g6lVYs8ZsoZ4mjTln1aefQtWqEBAAXbrA+vVqqS4iCUdBSkRERBI9Dw+oXx8WLjQbU3z/PXTuDH5+8O+/MG+eeSQrQwZo2RKWLoU7dxxdtYgkZwpSIiIikqS4uUHt2vD55+aRqaAg6NkTMmc2w9PSpWaYSp8eGjZ0JigoO5cvO7pqEUluFKREREQkyXJ1hWrVzNbpZ8/Czz/DoEHm3FWhobBhgxMzZxYne3YXypaFCRPg6FEwDEdXLiJJnYKUiIiIJAtOTlC6NEycaE7++8cfEBgYQZ48NzAMCz//DEOHQsGC8PLLMGCA2QFQzSpE5HkoSImIiEiyY7HAK6/A++9HMmXKNk6fDmPWLLPNupsbnDhhTgxcsSL4+0ObNvDNN3DjhqMrF5GkQkFKREREkr0sWaB7d3Pi36tXYdkys6162rRw/TosXgytWpnNKqpUMUPWsWMaAigiT6YgJSIiIimKjw80a2a2Vb9yBbZtM8+rKlDAnOj3p5/MYX/580OePPDOO2YAe/DA0ZWLSGKiICUiIiIplosLvP66eV7VkSNw8iRMn242sHB1hb/+gk8+gTp1IF06qFvXbGxx+rSjKxcRR1OQEhEREfl/uXPDu++aLdWvXYNVq6BrV8ia1Twi9f330Ls3vPSS2bCiTx/zaNX9+46uXEQSmoujCxARERFJjFKnhoYNzcUwzC6A339vLjt3wvHj5vLxx+DubjauqFULatY0OwNaLI5+BSISn3RESkREROQZLBYoXBgGD4bgYPNo1YoV5tGq7NkhJMQ8ivXee1CokHkEq0MHWLLEPA9LRJIfHZESERERsVOaNNC4sbkYhtnhb+NGcwkOhgsXYOFCcwEoWhSqV4caNaB8efDycmz9IvLiFKREREREXoDFYnb4y58f+vaFhw9hxw7zCNXmzXDwIBw6ZC5TppjzWJUrB1WrmkvJkmbTCxFJWjS0T0RERCQOeXiYXf8mToRff4XLl80hfh07mkP+QkPNFusffGAGKj8/qF8fpk0zw1ZkpKNfgYjEhv7+ISIiIhKPMmY0J/tt1cocBnjiBPzwg7ls3WpOCLxunbmA2Wa9UiVzYuAqVdS4QiSxUpASERERSSAWC+TLZy49epgTAB88aIaqH380hwRGNbJYscK8T8aMULmyGa4qVTInDnbSmCIRh1OQEhEREXEQZ2d47TVzGTQIwsJg3z7zSNXWrWab9StXYNkycwHziFXFio+WokXNxxGRhKUgJSIiIpJIuLpC2bLm8v77Zlv1vXvNULVtG+zaZR6xWrnSXAB8fMxOgBUqwOuvm80rPDwc+zpEUgIFKREREZFEyt3dDEgVKpjXQ0PhwAGzxfq2beZQwNu3YcMGcwGzK2CJEo/uV66ceRRLROKWgpSIiIhIEuHmBmXKmMvgweY5VocOmYFqxw7Yvh0uXTKPXO3aBZMmmfd7+WUzUEUt+fPrPCuRF6UgJSIiIpJEOTvDq6+ay7vvml0B//rLNlgdO/ZomT/fvJ+v76MhhGXKQKlS5iTDIhJ7ClIiIiIiyYTFArlzm0v79ua6a9fg558fHaXaswdu3rQdDhg1qXDU0a7SpeGVVzRRsMjT6OMhIiIikoylSwd165oLmJ0Bf/vN7Aj4889msPrrLzh61Fyijlp5eZndBEuWNI9YlSwJuXJpTiuRKApSIiIiIimIq+ujluvvvmuuu3LFDFR79pjh6pdf4M4dc2jg9u2P7psu3aNgFfUYmTMrXEnKpCAlIiIiksJlzAj165sLmE0sjh0zW6//8ov578GD5jDBjRvNJYq/vxmoSpRQuJKURUFKRERERGw4O0PBguYSda5VSIg5JHDvXnPZvx+OHIHLl+H7780lSoYMULy47ZInjzoFSvKiICUiIiIiz+Tubg7rK1ny0br7981wtW+fGayiwtXVq7B5s7lE8faGokVtl0KFIFWqhH8tInFBQUpEREREnouX16NOf1EePIDff4dff320/PYb3L1rNrjYufPRthaLeaQqKlgVLmwuOXPq6JUkfgpSIiIiIhJnPD3NZhSlSj1aFx5unnMVFaoOHTKXy5fhxAlz+e67R9unSmW2Xy9c2DxqVbiwed3fX+deSeKhICUiIiIi8crFxQxCr7xiu/7yZdtg9ccf5tDAe/fMJhe//GK7vZ/fo3O3Xnnl0eWAAAUsSXgKUiIiIiLiEP7+UL26uUQJD4eTJ83hgb//boar33+HU6fg+nXYscNcHpcmjTmhcNRSoID570svme3eReKDgpSIiIiIJBouLo8CUbNmj9Y/eADHj8Phw+ZRq6jl5Em4devRPFj/fazcuSFfvuiLjmLJi1KQEhEREZFEz9PzUVOKx4WEmGHqzz/h6FHz36jl3j3z3Kxjx6I/XqpUZqOLmJbMmdXsQp5NQUpEREREkix395jPv4qMhPPnzaNY/11OnzZDVtS5Wf/l4WEOC3zpJciVy/ZyrlxmK3cRBSkRERERSXacnCBbNnOpWtX2ttBQM0ydPBl9+ftvePjw0dDBmGTIADlymG3aH/83c2a4f1+/XqcU+kmLiIiISIri5gYvv2wu/xUeDv/8Y4aq06fN5a+/zOX0abPhxdWr5rJv33/v7QrUpXt3wxrismd/FOiyZYOsWSFLFk1EnBwoSImIiIiI/D8Xl0dD+WJy86Z51OrMmZj+Nbh+3cLt2xYOHzYbYzxJmjRmoIoKVlmymA0wHl8yZTKHLkripCAlIiIiIhJLvr5QrJi5/FdYWDjLl2+iYMGaXLrkytmzcPaseYQr6vL583D3rtlp8NatJw8fjOLnZ4Yqf3/bJWNG28vp04OXVzy8YHmiZBOkPv30UyZPnszFixd55ZVXmDZtGq+//rqjyxIRERGRFMTTM4ICBaBIkSdvc/u2Gaj+u1y8aLuEhppDCa9ff/rRrSheXub5W+nTm/9myADp0j1a/Pyi/+vtrTbwzytZBKmlS5fSt29fPv30U8qXL8+cOXOoXbs2R44cIXv27I4uT0RERETEysfHXAoUePI2hgE3bjwKVZcv2y5Xrjy6fPWqGbru3zeHGJ45E/tanJ3No2z/1969B0V53X8c/6ywLBdX8QZ4QSqVibdACMQZL1WbClqitemkthGNRp2ME9OgjDa22oiYiLURMzURh3RG/3BM0qSOIcZUsRpKYlMQ0aSakE6wJa06xBuLyp3z+4Ofm6yosLLdFXi/Zp7Z3XPO8zzfxS87fjnPc7ZPH9fH0NCWyw97926J9ebHnj0lu73lsWfPluN0N12ikMrOztaiRYu0ePFiSdLLL7+sAwcOKCcnR1lZWT6ODgAAAHCPxdIyY9S3b+ul3W9mjFRd3VJQXbjwzWIYX38tXbzYsl265Pp48WJL8dXU9M3rjggK+qawCglp2YKDWz8PCnLdAgO/eT54sDRuXMfi8KZOX0jV19erpKREq1atcmlPTk7W0aNHb7lPXV2d6urqnK8dDockqaGhQQ0NDf+7YNvhxvl9HQe6D3IO3kS+wdvIOXiTL/MtKKhlhcD2XoxljFRT07J4xuXLUlWVRZcvf/P8ypWW4qyqyiKHQ86tqsqi6uqW+7yqq6XGxpbrAmtqWrbKyrt/D1OnNmv//qa7P4AHWa3WNsd0+kLqwoULampqUnh4uEt7eHi4zp8/f8t9srKytG7dulbtBw8eVPA9cpdefn6+r0NAN0POwZvIN3gbOQdv6qz59u1ZsPYwRmpo6KHaWn/V1LRstbV+qq31V12dn2pr/VRX5/q8vr6H6uv9/n9reV5X1/I6OPiy9u9vx81gXjBr1qw2x3T6QuoGy013yRljWrXd8Ktf/Urp6enO1w6HQ5GRkUpOTlavXr3+p3G2paGhQfn5+UpKSmpXJQx0FDkHbyLf4G3kHLyJfOuoXpKifB1Eu3X6Qqp///7y8/NrNftUWVnZapbqBpvNJtstFuW3Wq33TNLfS7GgeyDn4E3kG7yNnIM3kW/dQw9fB9BRAQEBSkhIaDWFmp+fr/Hjx/soKgAAAABdWaefkZKk9PR0zZs3T4mJiRo3bpxyc3NVUVGhJUuW+Do0AAAAAF1Qlyikfvazn+nixYvKzMzUuXPnNGbMGO3fv19RUZ3nGksAAAAAnUeXKKQk6emnn9bTTz/t6zAAAAAAdAOd/h4pAAAAAPA2CikAAAAAcBOFFAAAAAC4iUIKAAAAANxEIQUAAAAAbqKQAgAAAAA3UUgBAAAAgJsopAAAAADATRRSAAAAAOAmCikAAAAAcBOFFAAAAAC4iUIKAAAAANxEIQUAAAAAbvL3dQD3AmOMJMnhcPg4EqmhoUHXr1+Xw+GQ1Wr1dTjoBsg5eBP5Bm8j5+BN5FvXYrfbZbFYbttPISWpurpakhQZGenjSAAAAADcC6qqqtSrV6/b9lvMjemYbqy5uVlnz55ts+r0BofDocjISH311Vd3/IcDPIWcgzeRb/A2cg7eRL51LcxItUOPHj00ZMgQX4fholevXvwCwqvIOXgT+QZvI+fgTeRb98BiEwAAAADgJgopAAAAAHAThdQ9xmazae3atbLZbL4OBd0EOQdvIt/gbeQcvIl8615YbAIAAAAA3MSMFAAAAAC4iUIKAAAAANxEIQUAAAAAbqKQAgAAAAA3UUjdY7Zt26Zhw4YpMDBQCQkJKiws9HVI6AKysrL00EMPyW63KywsTD/+8Y9VVlbmMsYYo4yMDA0aNEhBQUGaMmWKTp065aOI0ZVkZWXJYrFo2bJlzjbyDZ723//+V3PnzlW/fv0UHBysBx54QCUlJc5+cg6e1NjYqDVr1mjYsGEKCgpSdHS0MjMz1dzc7BxDznV9FFL3kDfffFPLli3T6tWrVVpaqu9973v64Q9/qIqKCl+Hhk6uoKBAS5cu1ccff6z8/Hw1NjYqOTlZ165dc47ZtGmTsrOz9corr6i4uFgRERFKSkpSdXW1DyNHZ1dcXKzc3FzFxsa6tJNv8KTLly9rwoQJslqtev/993X69Glt3rxZoaGhzjHkHDzpt7/9rbZv365XXnlFn332mTZt2qTf/e532rp1q3MMOdcNGNwzxo4da5YsWeLSNmLECLNq1SofRYSuqrKy0kgyBQUFxhhjmpubTUREhNm4caNzTG1trendu7fZvn27r8JEJ1ddXW1iYmJMfn6+mTx5sklLSzPGkG/wvOeee85MnDjxtv3kHDztkUceMQsXLnRp+8lPfmLmzp1rjCHnugtmpO4R9fX1KikpUXJyskt7cnKyjh496qOo0FVVVVVJkvr27StJOnPmjM6fP++SfzabTZMnTyb/cNeWLl2qRx55RFOnTnVpJ9/gaXl5eUpMTNRPf/pThYWFKT4+Xq+99pqzn5yDp02cOFF/+ctf9MUXX0iSTp48qQ8//FApKSmSyLnuwt/XAaDFhQsX1NTUpPDwcJf28PBwnT9/3kdRoSsyxig9PV0TJ07UmDFjJMmZY7fKv3//+99ejxGd3xtvvKHjx4+ruLi4VR/5Bk8rLy9XTk6O0tPT9etf/1pFRUV69tlnZbPZ9MQTT5Bz8LjnnntOVVVVGjFihPz8/NTU1KQXX3xRjz/+uCQ+57oLCql7jMVicXltjGnVBnTEM888o08++UQffvhhqz7yD57w1VdfKS0tTQcPHlRgYOBtx5Fv8JTm5mYlJiZqw4YNkqT4+HidOnVKOTk5euKJJ5zjyDl4yptvvqldu3Zp9+7dGj16tE6cOKFly5Zp0KBBmj9/vnMcOde1cWnfPaJ///7y8/NrNftUWVnZ6q8ZwN36xS9+oby8PB05ckRDhgxxtkdEREgS+QePKCkpUWVlpRISEuTv7y9/f38VFBTo97//vfz9/Z05Rb7BUwYOHKhRo0a5tI0cOdK5WBOfcfC0lStXatWqVfr5z3+u+++/X/PmzdPy5cuVlZUliZzrLiik7hEBAQFKSEhQfn6+S3t+fr7Gjx/vo6jQVRhj9Mwzz2jPnj06fPiwhg0b5tI/bNgwRUREuORffX29CgoKyD+47Qc/+IE+/fRTnThxwrklJiYqNTVVJ06cUHR0NPkGj5owYUKrr3T44osvFBUVJYnPOHje9evX1aOH63+j/fz8nMufk3PdA5f23UPS09M1b948JSYmaty4ccrNzVVFRYWWLFni69DQyS1dulS7d+/WO++8I7vd7vwLWe/evRUUFOT8jp8NGzYoJiZGMTEx2rBhg4KDgzVnzhwfR4/Oxm63O++/uyEkJET9+vVztpNv8KTly5dr/Pjx2rBhg2bPnq2ioiLl5uYqNzdXkviMg8fNnDlTL774ooYOHarRo0ertLRU2dnZWrhwoSRyrtvw4YqBuIVXX33VREVFmYCAAPPggw86l6cGOkLSLbcdO3Y4xzQ3N5u1a9eaiIgIY7PZzKRJk8ynn37qu6DRpXx7+XNjyDd43rvvvmvGjBljbDabGTFihMnNzXXpJ+fgSQ6Hw6SlpZmhQ4eawMBAEx0dbVavXm3q6uqcY8i5rs9ijDG+LOQAAAAAoLPhHikAAAAAcBOFFAAAAAC4iUIKAAAAANxEIQUAAAAAbqKQAgAAAAA3UUgBAAAAgJsopAAAAADATRRSAAAAAOAmCikAgMd88MEHslgsunLliq9DuWd95zvf0csvv9zh45SVlSkiIkLV1dVtjt23b5/i4+PV3Nzc4fMCAFpQSAEA2m3BggWyWCyyWCyyWq2Kjo7WihUrdO3aNV+HdkdTpkyRxWLRxo0bW/WlpKTIYrEoIyPDK7EUFxfrqaee6vBxVq9eraVLl8putzvbXnvtNUVFRemBBx7Q3/72N2f7jBkzZLFYtHv37g6fFwDQgkIKAOCW6dOn69y5cyovL9cLL7ygbdu2acWKFb4Oq02RkZHasWOHS9vZs2d1+PBhDRw4sEPHNsaosbGxXWMHDBig4ODgDp3vP//5j/Ly8vTkk0862yoqKrRp0ya98cYbWrNmjRYtWuSyz5NPPqmtW7d26LwAgG9QSAEA3GKz2RQREaHIyEjNmTNHqamp2rt3r8uYkpISJSYmKjg4WOPHj1dZWZmz78svv9SsWbMUHh6unj176qGHHtKhQ4dc9t+2bZtiYmIUGBio8PBwPfbYY84+Y4w2bdqk6OhoBQUFKS4uTm+//Xabcc+YMUMXL17URx995GzbuXOnkpOTFRYW5jJ2165dSkxMlN1uV0REhObMmaPKykpn/41LGA8cOKDExETZbDYVFhaqurpaqampCgkJ0cCBA7VlyxZNmTJFy5Ytc+5786V9FotFf/jDH/Too48qODhYMTExysvLu+N7+eMf/6i4uDgNGTLE2eZwOBQaGqrY2FglJCSopqbGZZ8f/ehHKioqUnl5eZs/KwBA2yikAAAdEhQUpIaGBpe21atXa/PmzTp27Jj8/f21cOFCZ9/Vq1eVkpKiQ4cOqbS0VNOmTdPMmTNVUVEhSTp27JieffZZZWZmqqysTH/+8581adIk5/5r1qzRjh07lJOTo1OnTmn58uWaO3euCgoK7hhnQECAUlNTXWaldu7c6RLbDfX19Vq/fr1OnjypvXv36syZM1qwYEGrcb/85S+VlZWlzz77TLGxsUpPT9dHH32kvLw85efnq7CwUMePH2/zZ7hu3TrNnj1bn3zyiVJSUpSamqpLly7ddvxf//pXJSYmurSNGTNGcXFx6t27t0aPHq0XXnjBpT8qKkphYWEqLCxsMx4AQDsYAADaaf78+WbWrFnO13//+99Nv379zOzZs40xxhw5csRIMocOHXKOee+994wkU1NTc9vjjho1ymzdutUYY8yf/vQn06tXL+NwOFqNu3r1qgkMDDRHjx51aV+0aJF5/PHHb3v8yZMnm7S0NHPy5Eljt9vN1atXTUFBgQkLCzP19fUmLi7OrF279rb7FxUVGUmmurra5X3u3bvXOcbhcBir1WreeustZ9uVK1dMcHCwSUtLc7ZFRUWZLVu2OF9LMmvWrHF5jxaLxbz//vu3jScuLs5kZmbesu/ChQvm+vXrt+yLj483GRkZtz0uAKD9/H1axQEAOp19+/apZ8+eamxsVENDg2bNmtXq3pvY2Fjn8xv3H1VWVmro0KG6du2a1q1bp3379uns2bNqbGxUTU2Nc0YqKSlJUVFRio6O1vTp0zV9+nTnZW+nT59WbW2tkpKSXM5XX1+v+Pj4NmOPjY1VTEyM3n77bR05ckTz5s2T1WptNa60tFQZGRk6ceKELl265FztrqKiQqNGjXKO+/asUHl5uRoaGjR27FhnW+/evXXfffe1K64bQkJCZLfbXS4lvFlNTY0CAwNv2devX7/b7hcUFKTr16+3GQ8AoG0UUgAAt3z/+99XTk6OrFarBg0adMtC5NttFotFkpzFyMqVK3XgwAG99NJLGj58uIKCgvTYY4+pvr5ekmS323X8+HF98MEHOnjwoJ5//nllZGSouLjYeYz33ntPgwcPdjmnzWZrV/wLFy7Uq6++qtOnT6uoqKhV/7Vr15ScnKzk5GTt2rVLAwYMUEVFhaZNm+aM8YaQkBDnc2OMy/u9uf1Obv4ZWiyWOy5V3r9/f12+fLnN497s0qVLGjBggNv7AQBao5ACALglJCREw4cPv+v9CwsLtWDBAj366KOSWu6Z+te//uUyxt/fX1OnTtXUqVO1du1ahYaG6vDhw0pKSpLNZlNFRYUmT558V+efM2eOVqxYobi4OJfZpRs+//xzXbhwQRs3blRkZKSklvu22vLd735XVqtVRUVFzv0cDof++c9/3nWstxMfH6/Tp0+7tU9tba2+/PLLds3cAQDaRiEFAPCq4cOHa8+ePZo5c6YsFot+85vfuMy+7Nu3T+Xl5Zo0aZL69Omj/fv3q7m5Wffdd5/sdrtWrFih5cuXq7m5WRMnTpTD4dDRo0fVs2dPzZ8/v83z9+nTR+fOnbvlTJokDR06VAEBAdq6dauWLFmif/zjH1q/fn2bx7Xb7Zo/f75Wrlypvn37KiwsTGvXrlWPHj1azVJ11LRp07R48WI1NTXJz8+vXft8/PHHstlsGjdunEdjAYDuilX7AABetWXLFvXp00fjx4/XzJkzNW3aND344IPO/tDQUO3Zs0cPP/ywRo4cqe3bt+v111/X6NGjJUnr16/X888/r6ysLI0cOVLTpk3Tu+++q2HDhrU7htDQUJfL8r5twIAB2rlzp9566y2NGjVKGzdu1EsvvdSu42ZnZ2vcuHGaMWOGpk6dqgkTJmjkyJG3vZ/pbqWkpMhqtbZaNv5OXn/9daWmpnb4O6wAAC0spj0XbwMAALddu3ZNgwcP1ubNm1t9QW5Hbdu2Te+8844OHDjQ5tivv/5aI0aM0LFjx9wqOAEAt8elfQAAeEhpaak+//xzjR07VlVVVcrMzJQkzZo1y+Pneuqpp3T58mVVV1fLbrffceyZM2e0bds2iigA8CBmpAAA8JDS0lItXrxYZWVlCggIUEJCgrKzs3X//ff7OjQAgIdRSAEAAACAm1hsAgAAAADcRCEFAAAAAG6ikAIAAAAAN1FIAQAAAICbKKQAAAAAwE0UUgAAAADgJgopAAAAAHAThRQAAAAAuOn/AFB7czHm67+VAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Define a range for phase margin (typically between 0° and 90°)\n", - "phase_margin = np.linspace(0, 90, 100)\n", - "\n", - "# Calculate the damping ratio (zeta) from the phase margin\n", - "zeta = phase_margin / 100\n", - "\n", - "# Calculate percentage overshoot using the relationship for a second-order system\n", - "overshoot = 100 * np.exp(-np.pi * zeta / np.sqrt(1 - zeta**2))\n", - "\n", - "# Plot the relationship\n", - "plt.figure(figsize=(10, 6))\n", - "plt.plot(phase_margin, overshoot, color='blue', label='Percentage Overshoot')\n", - "\n", - "# Labels and title\n", - "plt.xlabel('Phase Margin (°)')\n", - "plt.ylabel('Percentage Overshoot (%)')\n", - "plt.title('Relationship between Phase Margin and Percentage Overshoot')\n", - "plt.grid(True)\n", - "plt.legend()\n", - "\n", - "# Show plot\n", - "plt.show()\n", - "\n", - "def plot_id_w(device_type, selected_gm_id, selected_L, chosen_vds, current):\n", - " \"\"\"Plot ID/W vs g_m/ID for the given device type (NMOS or PMOS) with selected parameters.\n", - " Additionally, calculate and return current/id_w_value.\"\"\"\n", - " \n", - " # Choose the correct lookup based on the device type\n", - " if device_type == 'nmos':\n", - " lookup_fn = nmos_lv.look_up\n", - " elif device_type == 'pmos':\n", - " lookup_fn = pmos_lv.look_up\n", - " else:\n", - " raise ValueError(\"Invalid device type. Use 'nmos' or 'pmos'.\")\n", - "\n", - " # Lookup ID/W value for the selected GM ID and length\n", - " id_w_value = lookup_fn('ID_W', GM_ID=selected_gm_id, L=selected_L, VDS=chosen_vds)\n", - " \n", - " # Calculate current/id_w_value\n", - " current_id_ratio = current / id_w_value if id_w_value != 0 else None\n", - "\n", - " # Generate GM IDs for the plot\n", - " gm_ids = np.arange(3, 15 + 0.1, 0.1)\n", - " id_w = lookup_fn('ID_W', GM_ID=gm_ids, L=selected_L, VDS=chosen_vds)\n", - "\n", - " # Plotting\n", - " plt.figure()\n", - " plt.plot(gm_ids, id_w, label=f'L = {selected_L}')\n", - " plt.axhline(y=id_w_value, color='green', linestyle='--', label=f\"$I_D/W={id_w_value:.2e}$\")\n", - " plt.plot(selected_gm_id, id_w_value, 'ro') \n", - " plt.text(selected_gm_id + 0.2, id_w_value, f\"$I_D/W={id_w_value:.2e}$\", color='green')\n", - " plt.ylabel(r\"$I_D/W$\")\n", - " plt.xlabel(r\"$g_m/I_D$\")\n", - " plt.title(rf'$I_D/W$ vs. $g_m/I_D$ for $L = {selected_L}$')\n", - " plt.legend([f'L = {selected_L}']) \n", - " plt.show()\n", - "\n", - " return current_id_ratio\n", - "\n", - "def determine_inversion_region(gm_id_value, device_type):\n", - " \"\"\"Determine the inversion region based on gm/id value for NMOS or PMOS.\"\"\"\n", - " if device_type == 'nmos':\n", - " if gm_id_value > 20:\n", - " return \"Weak Inversion\"\n", - " elif 10 < gm_id_value <= 20:\n", - " return \"Moderate Inversion\"\n", - " else:\n", - " return \"Strong Inversion\"\n", - " elif device_type == 'pmos':\n", - " if gm_id_value > 20:\n", - " return \"Weak Inversion\"\n", - " elif 10 < gm_id_value <= 20:\n", - " return \"Moderate Inversion\"\n", - " else:\n", - " return \"Strong Inversion\"\n", - " else:\n", - " raise ValueError(\"Invalid device type. Use 'nmos' or 'pmos'.\")\n", - "\n", - "\n", - "def dB_to_linear(av_db):\n", - " return 10 ** (av_db / 20)\n", - "\n", - "def display_current(Id_value):\n", - " \"\"\"Determine the current value and its unit.\"\"\"\n", - " if Id_value < 1e-6:\n", - " return Id_value * 1e9, \"nA\" # Convert to nA\n", - " elif Id_value < 1e-3:\n", - " return Id_value * 1e6, \"μA\" # Convert to μA\n", - " else:\n", - " return Id_value * 1e3, \"mA\" # Convert to mA\n", - "\n", - "def display_resistance(ro_value):\n", - " \"\"\"Determine the resistance value and its unit.\"\"\"\n", - " if ro_value < 1e3:\n", - " return ro_value, \"Ω\"\n", - " elif ro_value < 1e6:\n", - " return ro_value / 1e3, \"kΩ\"\n", - " elif ro_value < 1e9:\n", - " return ro_value / 1e6, \"MΩ\"\n", - " else:\n", - " return ro_value / 1e9, \"GΩ\"\n", - "\n", - "\n", - "def calculate_missing_resistor(R_eq, R_known):\n", - " \"\"\"\n", - " Calculate the missing resistor value in a parallel resistor configuration.\n", - "\n", - " Parameters:\n", - " R_eq (float): The equivalent resistance (R_eq).\n", - " R_known (float): The known resistor value (R1 or R2).\n", - "\n", - " Returns:\n", - " float: The calculated missing resistor value (R2).\n", - " \"\"\"\n", - " if R_eq >= R_known:\n", - " raise ValueError(\"Equivalent resistance must be less than the known resistor.\")\n", - " \n", - " # Calculate the missing resistor value\n", - " R_missing = (R_eq * R_known) / (R_known - R_eq)\n", - " return R_missing\n", - "\n", - "\n", - "def find_length_for_gm_gds(gm_id_target, gm_gds_target):\n", - " idx = np.abs(gm_ids - gm_id_target).argmin()\n", - " gm_gds_at_id = gm_gds[:, idx] \n", - "\n", - " interpolation = interp1d(gm_gds_at_id, Ls, bounds_error=False, fill_value=\"extrapolate\")\n", - " length_result = interpolation(gm_gds_target)\n", - " return length_result\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "b10b2285-5e43-4156-b254-d284dd02afe4", - "metadata": {}, - "outputs": [], - "source": [ - "CL = 150e-15 # load capacitance\n", - "\n", - "CC = 0.3*CL # miller compensation capacitor for approx 65 degree phase margin\n", - "\n", - "Av = 50 # in db and this is minimum requirement\n", - "\n", - "GBW = 10e6 # gain bandwidth product\n", - "\n", - "fdominant = 200e3" - ] - }, - { - "cell_type": "markdown", - "id": "ffb3be97-1b6e-4abf-a88d-c81beaa09503", - "metadata": {}, - "source": [ - "# Identifying Circuit equations" - ] - }, - { - "cell_type": "markdown", - "id": "6e77b8d3-d6aa-4dbf-adf4-0ca339574a50", - "metadata": {}, - "source": [ - "# Current mirror poles:\n", - "\n", - "Amplification of the first stage is given as \n", - "\n", - "$$ Av_1 = g_{m1,2}\\cdot (r_{o1}\\vert \\vert r_{o2})$$\n", - "\n", - "we see that the transconductance in the current mirror are equal so we can write\n", - "\n", - "$$g_{m7} = g_{m8}$$\n", - "\n", - "and the first stage will then have the following poles\n", - "\n", - "$$f_{stage1:mirror} = \\frac{g_{m7,8}}{4 \\pi C_{gs7}} $$ \n", - "\n", - "$$f_{stage1:Output} = \\frac{1}{2\\pi\\cdot R_{out1}\\cdot C_C \\cdot(1+A_2)}$$\n", - "\n", - "\n", - "For the second stage the amplification is similar to the first stage now just for the output transistors\n", - "\n", - "$$Av_2 = g_{m5}\\cdot (r_{o5} \\vert \\vert r_{o6})$$\n", - "\n", - "and due to the miller compensation we see that the output transistor is diode connected, which creates a low impedance node, i.e a non dominant pole given as\n", - "\n", - "$$f_{stage2: output} = \\frac{g_{m5}}{2\\pi \\cdot C_L}$$" - ] - }, - { - "cell_type": "markdown", - "id": "633f5b27-d81e-456c-80e4-ed67d06dd7d0", - "metadata": {}, - "source": [ - "# Designing the Output stage first" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "144ed26e-6cf3-4056-ba37-3e5891b84684", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Output stage overview:\n", - "==============================\n", - "Output current: 942.48 nA\n", - "Minimum output impedance of output stage: 1.06 MΩ\n", - "==============================\n" - ] - } - ], - "source": [ - "gm_5 = GBW * 2 * np.pi * CL # setting our gm5 with out gain bandwidth\n", - "gmid_5 = 10\n", - "\n", - "Id_output = gm_5 / gmid_5\n", - "Id_display, unit_curr = display_current(Id_output)\n", - "\n", - "# Display output current\n", - "print(\"\\nOutput stage overview:\")\n", - "print(\"=\" * 30) \n", - "print(f\"Output current: {Id_display:.2f} {unit_curr}\")\n", - "\n", - "desired_gain_factor = 10\n", - "Rout2 = desired_gain_factor / gm_5\n", - "print(f\"Minimum output impedance of output stage: {display_resistance(Rout2)[0]:.2f} {display_resistance(Rout2)[1]}\")\n", - "print(\"=\" * 30) # Separator for better visibility" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "86b174e4-5d8d-4b42-a5af-5f4a625f6e93", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Output Stage Summary:\n", - "==============================\n", - "Output impedance of M5: 1.12 MΩ Ohms\n", - "Intrinsic gain of M5: 10.53\n", - "Intrinsic gain of M6: 120.00\n", - "==============================\n" - ] - } - ], - "source": [ - "# Define parameters for PMOS M6\n", - "\n", - "gmid_6 = 6 # Strong inversion for good matching and high output impedance\n", - "gm6 = gmid_6 * Id_output\n", - "ro_6 = 20 * Rout2 # Output impedance of ro_6\n", - "\n", - "# Calculate output impedance for NMOS M5\n", - "ro_5 = calculate_missing_resistor(Rout2, ro_6)\n", - "\n", - "\n", - "gmro_6 = gm6 * ro_6\n", - "\n", - "# Display results\n", - "print(\"\\nOutput Stage Summary:\")\n", - "print(\"=\" * 30) # Separator for better visibility\n", - "print(f\"Output impedance of M5: {display_resistance(ro_5)[0]:.2f} {display_resistance(ro_5)[1]} Ohms\")\n", - "print(f\"Intrinsic gain of M5: {gm_5 * ro_5:.2f}\")\n", - "print(f\"Intrinsic gain of M6: {gmro_6:.2f}\")\n", - "print(\"=\" * 30) # Separator for better visibility" - ] - }, - { - "cell_type": "markdown", - "id": "416c3f67-5072-4b2c-895e-6bf1eefd344f", - "metadata": {}, - "source": [ - "# Finding second stage gain" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "99c56366-ccd0-418f-acdb-e21ad18ec46e", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "chosen_vds = 1.2 / 2\n", - "gm_ids = np.arange(3, 15 + 0.1, 0.1)\n", - "Ls = [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0]\n", - "\n", - "gm_gds = nmos_lv.look_up('GM_GDS', GM_ID=gm_ids, L=Ls, VDS=chosen_vds, VSB=0)\n", - "\n", - "gm_id_chosen = gmid_5\n", - "L_5 = 9.8\n", - "gmro_5 = nmos_lv.look_up('GM_GDS', GM_ID=gm_id_chosen, L=L_5, VDS=chosen_vds, VSB=0)\n", - "\n", - "plt.figure()\n", - "plt.plot(gm_ids, gm_gds.T)\n", - "plt.ylabel(r\"$g_m/g_{DS}$\")\n", - "plt.xlabel(r\"$g_m/I_D$\")\n", - "plt.title(r'$g_m/g_{DS}$ vs. $g_m/I_D$ $for$ $V_{DS}=$' + str(chosen_vds) + 'V')\n", - "plt.legend(np.around(Ls, decimals=2))\n", - "plt.scatter(gm_id_chosen, gmro_5, color='red', label=f\"Chosen Point (GM_ID={gm_id_chosen}, L={L_5}, g_m/g_DS={gmro_5:.2f})\")\n", - "plt.legend()\n", - "\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "03dfbe43-bb48-4b87-85ec-38d6bd4809b4", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Output Impedance of M5 with chosen L and gmid: 1.16 MΩ\n" - ] - } - ], - "source": [ - "# Now we want to see what our output impedance of our output transistor is, so we can estimate what our output imepdance of our pmos should be\n", - "ro_5 = gmro_5 / gm_5\n", - "\n", - "ro_display, unit = display_resistance(ro_5)\n", - "\n", - "print(f\"Output Impedance of M5 with chosen L and gmid: {ro_display:.2f} {unit}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "c49ca374-98f1-4bb6-a247-185623aaa202", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "chosen_vds = 1.2/2 # i Choose half vdd to bias the output propally and get maximum output swing\n", - "\n", - "# Now we plot the intrinsic gain to see if it's possible for our NMOS\n", - "gm_ids = np.arange(3, 11+0.1, 0.1)\n", - "Ls = [1.0,2.0,3.0,4.0,5.0,6.0, 7.0,8.0,9.0 ,10.0]\n", - "\n", - "# Include the VDS parameter in the look_up function\n", - "gm_gds = pmos_lv.look_up('GM_GDS', GM_ID=gm_ids, L=Ls, VDS=chosen_vds, VSB = 0)\n", - "\n", - "plt.figure()\n", - "plt.plot(gm_ids, gm_gds.T)\n", - "plt.ylabel(r\"$g_m/g_{DS}$\")\n", - "plt.xlabel(r\"$g_m/I_D$\")\n", - "plt.title(r'$g_m/g_{DS}$ vs. $g_m/I_D$ $for$ $V_{DS}=$' + str(chosen_vds) + 'V')\n", - "plt.legend(np.around(Ls, decimals=2))\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "7905f54b-d73f-4d83-8dde-a15928ca3b41", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The length for GM_ID=6 and desired GM_GDS=120.00000000000001 is approximately L=6.84\n" - ] - } - ], - "source": [ - "chosen_vds = 1.2 / 2\n", - "\n", - "gm_ids = np.arange(3, 15 + 0.1, 0.1)\n", - "\n", - "Ls = np.array([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0])\n", - "\n", - "gm_gds = pmos_lv.look_up('GM_GDS', GM_ID=gm_ids, L=Ls, VDS=chosen_vds, VSB=0)\n", - "\n", - "gm_id_chosen = gmid_6 \n", - "gm_gds_target = gmro_6 \n", - "\n", - "L_6 = find_length_for_gm_gds(gm_id_chosen, gm_gds_target)\n", - "print(f\"The length for GM_ID={gm_id_chosen} and desired GM_GDS={gm_gds_target} is approximately L={L_6:.2f}\")" - ] - }, - { - "cell_type": "markdown", - "id": "bb2fa115-7060-4c49-bd37-e8bdc091808c", - "metadata": {}, - "source": [ - "# Deciding the widths of the devices in the output stage" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "68681f00-ee75-4ad9-8853-725c55d40633", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Widht for NMOS M5: 1.65e+00 µm\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Width for PMOS M6: 1.36e+00 µm\n" - ] - } - ], - "source": [ - "ratio_nmos = plot_id_w(device_type='nmos', selected_gm_id=gmid_5, selected_L=L_5, chosen_vds=chosen_vds, current=Id_output) # Transistor M5 width calc\n", - "print(f\"Widht for NMOS M5: {ratio_nmos:.2e} µm\")\n", - "\n", - "ratio_pmos = plot_id_w(device_type='pmos', selected_gm_id=gmid_6, selected_L=L_6, chosen_vds=chosen_vds, current=Id_output) # Transistor M6 width calc\n", - "print(f\"Width for PMOS M6: {ratio_pmos:.2e} µm\")\n" - ] - }, - { - "cell_type": "markdown", - "id": "2e19281e-3e66-4a79-ad86-91a964758f40", - "metadata": {}, - "source": [ - "# Output stage summary" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "3f1929ae-2441-45bc-8b5b-893432f15495", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Output Stage Amplification Summary\n", - "-----------------------------------\n", - "Width and Length for NMOS M5:\n", - " W = 1.64785 µm\n", - " L = 9.8 µm\n", - "Inversion Region for NMOS M5: Strong Inversion\n", - "\n", - "Width and Length for PMOS M6:\n", - " W = 1.36334 µm\n", - " L = 6.83652 µm\n", - "Inversion Region for PMOS M6: Strong Inversion\n", - "\n", - "Output Stage Tail Current:\n", - " 942.48 nA\n", - "\n", - "Output Stage Gain:\n", - " 10.38 (linear)\n", - " 20.33 dB\n", - "\n" - ] - } - ], - "source": [ - "Av2 = gm_5 * (ro_5 * ro_6) / (ro_5 + ro_6)\n", - "Av2_dB = 20 * np.log10(Av2) if Av2 > 0 else float('-inf') # Handle case where Av2 is 0 or negative\n", - "\n", - "output_summary = f\"\"\"\n", - "Output Stage Amplification Summary\n", - "-----------------------------------\n", - "Width and Length for NMOS M5:\n", - " W = {round(ratio_nmos, 5)} µm\n", - " L = {round(L_5, 5)} µm\n", - "Inversion Region for NMOS M5: {determine_inversion_region(gmid_5, 'nmos')}\n", - "\n", - "Width and Length for PMOS M6:\n", - " W = {round(ratio_pmos, 5)} µm\n", - " L = {round(float(L_6), 5)} µm\n", - "Inversion Region for PMOS M6: {determine_inversion_region(gmid_6, 'pmos')}\n", - "\n", - "Output Stage Tail Current:\n", - " {Id_display:.2f} {unit_curr}\n", - "\n", - "Output Stage Gain:\n", - " {round(Av2,2)} (linear)\n", - " {Av2_dB:.2f} dB\n", - "\"\"\"\n", - "print(output_summary)" - ] - }, - { - "cell_type": "markdown", - "id": "2560deec-224e-4268-b03a-7a720a42c57e", - "metadata": {}, - "source": [ - "# Designing the Input stage with dominant pole in mind" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "babfafa3-7acb-458c-88ef-276d116d1db9", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Output Resistance: 1.55 MΩ\n" - ] - } - ], - "source": [ - "# First we will calculate the parameters we will use for this design phase\n", - "Av1 = Av - Av2_dB # calculating the remaning gain we must create in first stage\n", - "\n", - "### From the dominant pole we will calculate the output resistance\n", - "Rout1 = 1/(2 * np.pi * fdominant * CC *(1 + Av2))\n", - "print(f\"Output Resistance: {display_resistance(Rout1)[0]:.2f} {display_resistance(Rout1)[1]}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "184534c9-24af-4b61-8bd2-e56d2b1aae55", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Tail current for input stage: 1.63 μA\n" - ] - } - ], - "source": [ - "# calulating the transconductance for input transistor in first stage\n", - "\n", - "gm12 = dB_to_linear(Av1)/Rout1\n", - "\n", - "gmid_12 = 6\n", - "\n", - "Id_input_stage = gm12/gmid_12\n", - "\n", - "tail_current = Id_input_stage/2\n", - "\n", - "print(f\"Tail current for input stage: {display_current(tail_current)[0]:.2f} {display_current(tail_current)[1]}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "4d290022-89a4-4b33-b2dd-d00de8711096", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "152.27980020343557" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# now we will set the targest for the output transconductance\n", - "gmro_12 = gm12 * 5 * Rout1 # two times to ensure that the parallel connection is negiable\n", - "gmro_12" - ] - }, - { - "cell_type": "markdown", - "id": "1bf5a4b4-d8e8-40a0-b026-23364a435bad", - "metadata": {}, - "source": [ - "# Finding the Dimensions for the PMOS input pair" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "6ff340d7-cf3b-4b74-914a-f370a5c6cc3b", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The length for GM_ID=6 and desired GM_GDS=152.27980020343557 is approximately L=10.73\n" - ] - }, - { - "data": { - "text/plain": [ - "array(10.73072379)" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "chosen_vds = 0.4\n", - "\n", - "gm_ids = np.arange(3, 15 + 0.1, 0.1)\n", - "\n", - "Ls = np.array([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0])\n", - "\n", - "gm_gds = pmos_lv.look_up('GM_GDS', GM_ID=gm_ids, L=Ls, VDS=chosen_vds, VSB=0)\n", - "\n", - "gm_id_chosen = gmid_12 \n", - "gm_gds_target = gmro_12 \n", - "\n", - "L_12 = find_length_for_gm_gds(gm_id_chosen, gm_gds_target)\n", - "print(f\"The length for GM_ID={gm_id_chosen} and desired GM_GDS={gm_gds_target} is approximately L={L_12:.2f}\")\n", - "L_12" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "266c7b26-aa70-4cd7-84b8-bb2ccea4d835", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Width for PMOS M12: 3.82e+00 µm\n" - ] - } - ], - "source": [ - "ratio_pmos_12 = plot_id_w(device_type='pmos', selected_gm_id=gmid_12, selected_L=L_12, chosen_vds=chosen_vds, current=tail_current) \n", - "print(f\"Width for PMOS M12: {ratio_pmos_12:.2e} µm\")" - ] - }, - { - "cell_type": "markdown", - "id": "624f655b-9e0b-47ea-8b0f-cc2247302ac2", - "metadata": {}, - "source": [ - "# Finding dimensions of bottom current mirror" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "1a8fa924-7fad-4b6b-b4f0-a6fa83d1f112", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Intrinsic gain of M6: 19.03\n" - ] - } - ], - "source": [ - "gmid_34 = 6\n", - "ro_34 = calculate_missing_resistor(Rout1, 5 * Rout1)\n", - "gm_34 = gmid_34*tail_current\n", - "gmro_34 = gm_34*ro_34\n", - "print(f\"Intrinsic gain of M6: {gmro_34:.2f}\")\n" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "a714dda9-ffa8-464b-9d14-df0ba040534d", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The length for GM_ID=6 and desired GM_GDS=19.034975025429443 is approximately L=6.57\n" - ] - } - ], - "source": [ - "chosen_vds = 1.2 / 2\n", - "\n", - "gm_ids = np.arange(3, 15 + 0.1, 0.1)\n", - "\n", - "Ls = np.array([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0])\n", - "\n", - "gm_gds = nmos_lv.look_up('GM_GDS', GM_ID=gm_ids, L=Ls, VDS=chosen_vds, VSB=0)\n", - "\n", - "gm_id_chosen = gmid_34 \n", - "gm_gds_target = gmro_34 \n", - "\n", - "L_34 = find_length_for_gm_gds(gm_id_chosen, gm_gds_target)\n", - "print(f\"The length for GM_ID={gm_id_chosen} and desired GM_GDS={gm_gds_target} is approximately L={L_34:.2f}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "232b2818-e273-44c6-baa1-2ce7d7fc9458", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Width for NMOS M34: 5.88e-01 µm\n" - ] - } - ], - "source": [ - "ratio_nmos_34 = plot_id_w(device_type='nmos', selected_gm_id=gmid_34, selected_L=L_34, chosen_vds=chosen_vds, current=tail_current)\n", - "print(f\"Width for NMOS M34: {ratio_nmos_34:.2e} µm\")" - ] - }, - { - "cell_type": "markdown", - "id": "09f97932-0a83-4cb1-a9ce-6f8b3ec793df", - "metadata": {}, - "source": [ - "# Selecting the dimensions for the pmos current source" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "0de17f75-05e3-41ac-b36e-549e380dbc27", - "metadata": {}, - "outputs": [], - "source": [ - "gmid_7 = 15\n", - "gm_7 = gmid_7 * Id_input_stage\n", - "gmro_7 = 8 # Not important..." - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "8141d4de-8e0c-4660-ac18-d4ebd76e06c5", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The length for GM_ID=15 and desired GM_GDS=8 is approximately L=0.75\n" - ] - } - ], - "source": [ - "chosen_vds = 0.2\n", - "gm_ids = np.arange(3, 15 + 0.1, 0.1)\n", - "Ls = np.array([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0])\n", - "gm_gds = pmos_lv.look_up('GM_GDS', GM_ID=gm_ids, L=Ls, VDS=chosen_vds, VSB=0)\n", - "gm_id_chosen = gmid_7 \n", - "gm_gds_target = gmro_7 \n", - "L_7 = find_length_for_gm_gds(gm_id_chosen, gm_gds_target)\n", - "print(f\"The length for GM_ID={gm_id_chosen} and desired GM_GDS={gm_gds_target} is approximately L={L_7:.2f}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "9596ad5e-614e-4d52-8a52-107da6c6f07a", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Width for NMOS M34: 5.88e-01 µm\n" - ] - } - ], - "source": [ - "ratio_nmos_7 = plot_id_w(device_type='nmos', selected_gm_id=gmid_7, selected_L=L_7, chosen_vds=chosen_vds, current=tail_current)\n", - "print(f\"Width for NMOS M34: {ratio_nmos_34:.2e} µm\")" - ] - }, - { - "cell_type": "markdown", - "id": "3acb3964-c919-4961-99c9-853ad59dede0", - "metadata": {}, - "source": [ - "# Design Summary" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "bd0654d5-ac88-4fb6-84df-9e02375ba9d1", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Output Stage Amplification Summary\n", - "-----------------------------------\n", - "Width and Length for NMOS M5:\n", - " W = 1.64785 µm\n", - " L = 9.8 µm\n", - "Inversion Region for NMOS M5: Strong Inversion\n", - "\n", - "Width and Length for PMOS M6:\n", - " W = 1.36334 µm\n", - " L = 6.83652 µm\n", - "Inversion Region for PMOS M6: Strong Inversion\n", - "\n", - "Width and Length for PMOS M12:\n", - " W = 3.824 µm\n", - " L = 10.73072 µm\n", - "Inversion Region for PMOS M12: Strong Inversion\n", - "\n", - "Width and Length for NMOS M34:\n", - " W = 0.58756 µm\n", - " L = 6.56555 µm\n", - "Inversion Region for NMOS M34: Strong Inversion\n", - "\n", - "Width and Length for PMOS M7:\n", - " W = 0.55791 µm\n", - " L = 0.75354 µm\n", - "Inversion Region for PMOS M7: Moderate Inversion\n", - "\n", - "Output Stage Tail Current:\n", - " 942.48 nA\n", - "\n", - "Output Stage Gain:\n", - " 10.38 (linear)\n", - " 20.33 dB\n", - "\n", - "Input Stage Gain:\n", - " 29.67 (linear)\n", - " 29.45 dB\n", - "\n", - "Overall Gain:\n", - " 40.06 (linear)\n", - " 49.77 dB\n", - "\n", - "Dominant Pole:\n", - " 200000.0 \n", - "\n", - "Non-dominant Pole:\n", - " 10000000.0 \n", - "\n", - "\n", - "\n" - ] - } - ], - "source": [ - "Av1_dB = 20 * np.log10(Av1) if Av1 > 0 else float('-inf') # Handle case where Av1 is 0 or negative\n", - "\n", - "dominant_pole = 1/(2*np.pi*Rout1 * CC * (1 + Av2))\n", - "non_dominant_pole = gm_5/(2*np.pi*CL)\n", - "\n", - "output_summary = f\"\"\"\n", - "Output Stage Amplification Summary\n", - "-----------------------------------\n", - "Width and Length for NMOS M5:\n", - " W = {round(ratio_nmos, 5)} µm\n", - " L = {round(L_5, 5)} µm\n", - "Inversion Region for NMOS M5: {determine_inversion_region(gmid_5, 'nmos')}\n", - "\n", - "Width and Length for PMOS M6:\n", - " W = {round(ratio_pmos, 5)} µm\n", - " L = {round(float(L_6), 5)} µm\n", - "Inversion Region for PMOS M6: {determine_inversion_region(gmid_6, 'pmos')}\n", - "\n", - "Width and Length for PMOS M12:\n", - " W = {round(ratio_pmos_12, 5)} µm\n", - " L = {round(float(L_12), 5)} µm\n", - "Inversion Region for PMOS M12: {determine_inversion_region(gmid_12, 'pmos')}\n", - "\n", - "Width and Length for NMOS M34:\n", - " W = {round(ratio_nmos_34, 5)} µm\n", - " L = {round(float(L_34), 5)} µm\n", - "Inversion Region for NMOS M34: {determine_inversion_region(gmid_12, 'nmos')}\n", - "\n", - "Width and Length for PMOS M7:\n", - " W = {round(ratio_nmos_7, 5)} µm\n", - " L = {round(float(L_7), 5)} µm\n", - "Inversion Region for PMOS M7: {determine_inversion_region(gmid_7, 'pmos')}\n", - "\n", - "Output Stage Tail Current:\n", - " {Id_display:.2f} {unit_curr}\n", - "\n", - "Output Stage Gain:\n", - " {round(Av2,2)} (linear)\n", - " {Av2_dB:.2f} dB\n", - "\n", - "Input Stage Gain:\n", - " {round(Av1,2)} (linear)\n", - " {Av1_dB:.2f} dB\n", - "\n", - "Overall Gain:\n", - " {round(Av1 + Av2,2)} (linear)\n", - " {Av1_dB + Av2_dB:.2f} dB\n", - "\n", - "Dominant Pole:\n", - " {round(dominant_pole,2)} \n", - "\n", - "Non-dominant Pole:\n", - " {round(non_dominant_pole,2)} \n", - "\n", - "\n", - "\"\"\"\n", - "print(output_summary)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ec043306-c073-4046-928d-0c42617d3a00", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/modules/module_1_bandgap_reference/scripting/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/modules/module_1_bandgap_reference/scripting/.ipynb_checkpoints/Untitled-checkpoint.ipynb deleted file mode 100644 index beab8a93..00000000 --- a/modules/module_1_bandgap_reference/scripting/.ipynb_checkpoints/Untitled-checkpoint.ipynb +++ /dev/null @@ -1,454 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 9, - "id": "9699e101-b0e6-4a93-aca7-3842d1495a62", - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "from pygmid import Lookup as lk\n", - "import numpy as np\n", - "from scipy.interpolate import interp1d\n", - "import matplotlib.pyplot as plt\n", - "from time import time\n", - "import matplotlib as mpl\n", - "path = '/home/pedersen/misc/gmid/configs_lv'" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "5e69566c-b172-43ff-9f06-c87ef692c8e2", - "metadata": {}, - "outputs": [], - "source": [ - "pmos_lv = lk(os.path.join(path, '130p1vrvt.pkl'))\n", - "nmos_lv = lk(os.path.join(path, '130n1vrvt.pkl'))" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "4d28e763-96ed-4c08-851d-ca6bda57b34c", - "metadata": {}, - "outputs": [], - "source": [ - "# setup mpl\n", - "mpl.rcParams['axes.spines.right'] = False\n", - "mpl.rcParams['axes.spines.top'] = False\n", - "mpl.rcParams.update({\"axes.grid\" : True})" - ] - }, - { - "cell_type": "markdown", - "id": "aa4c54e0-55cc-4c24-a122-d32ed1ca37c5", - "metadata": {}, - "source": [ - "# Design of miller compensated OTA with RHP-zero placed at infinity" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "c9220071-a650-43d2-847b-eb524e83e72c", - "metadata": { - "jupyter": { - "source_hidden": true - } - }, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA1IAAAIhCAYAAABE54vcAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAACUfUlEQVR4nOzdd3QU5dvG8e+mJ4QQQgmhI0VAqtJBivRepEsH6UqRKgiBHx0UEBEQERBBQekgJSiGKlIEFZAmIh2k19R5/5g3C2sCZCHJplyfc+awOzu7e+9mdsmVeeZ+LIZhGIiIiIiIiEisOTm6ABERERERkaRGQUpERERERMROClIiIiIiIiJ2UpASERERERGxk4KUiIiIiIiInRSkRERERERE7KQgJSIiIiIiYicFKRERERERETspSImIiIiIiNhJQUpStAULFmCxWKyLi4sLAQEBtGzZkhMnTjzXY/70009YLBZ++uknu+975MgRAgMD+fvvv6Pd1qFDB3LmzPlcNcWlDh064O3tHattLRYLgYGBcfbcgYGBWCwW/v333zh7zO+//z5Oa0yMHt/HLRYLadKkoXLlyqxfvz7adr1793ZQlc8nZ86cWCwWKleuHOPtX375pfV1P89nMi78/fffWCwWFixY4JDnf1Gx+RxHvcaoxcnJiXTp0lGnTh12796dMIXGo/v37xMYGOiwfeh5nD17lt69e5M7d248PDxImzYtlStXZvHixRiG4ejynio+vutja8mSJUybNi3Bn1eSJgUpEWD+/Pns3r2bLVu20Lt3b9asWUOFChW4ceNGgtZx5MgRRo0aFWOQ+uCDD1i5cmWC1vOidu/eTZcuXRxdxlN9//33jBo1ytFlxLumTZuye/dudu7cycyZM7l06RL169ePFqaSotSpU7Nt2zZOnToV7bYvvvgCHx8fB1T1SEBAALt376Zu3boOrSMhvPPOO+zevZvt27czfvx4Dh06RJUqVfj1118dXdoLuX//PqNGjUoyQWrnzp0UKVKE1atX06dPHzZu3MiCBQvIkiULbdq0oVWrVkRGRjq6zERJQUrs4eLoAkQSg0KFClGiRAkAKleuTEREBCNHjmTVqlV07NjRwdWZcufO7egS7FamTBlHlyD/z9/f3/rzKFeuHGXLliVPnjxMmzYtyf+CX6FCBX7//Xe++OILxo4da11/6tQptm3bRpcuXZg7d26cPd+DBw/w8PDAYrHEant3d/cU81nInj279bWWL1+ePHnyULVqVT799NMX/hncv38fLy+vuCgzWbt58yZNmjQhTZo07NmzB39/f+ttDRs2pEiRIgwZMoRixYoxZMiQBKsrIiKC8PBw3N3dE+w5ReKbjkiJxCAqVF2+fNlm/b59+2jQoAF+fn54eHhQvHhxli1b9szH27dvHy1btiRnzpx4enqSM2dOWrVqxZkzZ6zbLFiwgGbNmgFQpUoV6xCZqOFAMQ3te/jwIUOHDiVXrly4ubmRJUsWevXqxc2bN222y5kzJ/Xq1WPjxo28+uqreHp6kj9/fr744gub7e7fv8+AAQPIlSsXHh4e+Pn5UaJECb7++utor+nkyZPUqVMHb29vsmXLxnvvvUdISIjNNv8dEhQ1lDIoKIiOHTvi5+dHqlSpqF+/Pn/99dcz38coZ8+epUmTJvj4+JAmTRratGnD1atXo223dOlSypYtS6pUqfD29qZmzZo2fxnv0KEDM2fOtNYatfz99980a9aMV155xebx6tevj8Vi4dtvv7WuO3DgABaLhbVr11rXXbp0iW7dupE1a1bc3NzIlSsXo0aNIjw83ObxQkNDGTNmDPnz58fd3Z0MGTLQsWPHaK8ltj8/e+TOnZsMGTLY7INRFi1aRIECBfDy8qJo0aKsW7fO5vaTJ0/SsWNH8ubNi5eXF1myZKF+/fr8/vvvNttFRkYyZswYXn75ZTw9PfH19aVIkSJMnz7dZrsTJ07QunVrMmbMiLu7OwUKFLD+XGLDycmJdu3asXDhQpu/sn/xxRdky5aNatWqRbtPbD6T8Gif3bx5M506dSJDhgx4eXkREhKCYRiMGzeOHDly4OHhQYkSJQgKCqJy5co2Qw1jGtoXNXTp8OHDtGrVijRp0uDv70+nTp24devWM19zUFAQDRs2JGvWrHh4eJAnTx66desWbSiUPc9z+/Zt3n77bdKlS4e3tze1atXi+PHjz6zlaaJC1ePv65YtW6hatSo+Pj54eXlRvnx5fvjhhxjrPnDgAE2bNiVt2rTWPyZFRkYyY8YMihUrZt2vypQpw5o1a2we41mff3g0VPlp32d///03GTJkAGDUqFHW74kOHToAsf88ABw+fJgaNWrg5eVFhgwZ6NWrF+vXr49x6Gls3qeYfP7551y5coUJEybYhKgogwYNIn/+/EyePJmwsDCuXr2Km5sbH3zwQbRt//zzTywWCx9//LF1XWy+36L2+UmTJjFmzBhy5cqFu7s7W7dujfX3Apj/Bz9rv43t/4ORkZFMmjTJ+n2bMWNG2rVrx7lz56zbRA15PnPmjM3/CSJPoiAlEoPTp08DkC9fPuu6rVu3Ur58eW7evMns2bNZvXo1xYoVo0WLFs889+Hvv//m5ZdfZtq0aWzatImJEydy8eJFSpYsaf3Fp27duowbNw6AmTNnsnv37qcOBzIMg0aNGjFlyhTatm3L+vXr6d+/PwsXLuSNN96IFmoOHTrEe++9R79+/Vi9ejVFihShc+fObNu2zbpN//79mTVrFu+++y4bN25k0aJFNGvWjGvXrtk8VlhYGA0aNKBq1aqsXr2aTp06MXXqVCZOnBir97dz5844OTlZh1D88ssvVK5cOdp/fE/SuHFj8uTJw3fffUdgYCCrVq2iZs2ahIWFWbcZN24crVq1omDBgixbtoxFixZx584dXn/9dY4cOQKYwyWbNm0KYH2/d+/eTUBAANWqVePIkSNcvHgRgPDwcIKDg/H09CQoKMj6PFu2bMHFxcX6i/OlS5coVaoUmzZtYsSIEWzYsIHOnTszfvx43n77bev9IiMjadiwIRMmTKB169asX7+eCRMmWH8Rf/Dggc1rjs3Pzx43btzg2rVr1l8Qo6xfv55PPvmE0aNHs3z5cvz8/GjcuLFN0L1w4QLp0qVjwoQJbNy4kZkzZ+Li4kLp0qU5duyYdbtJkyYRGBhIq1atWL9+PUuXLqVz5842P+cjR45QsmRJ/vjjDz788EPWrVtH3bp1effdd+0actmpUycuXLjApk2bAPOv3wsXLqRDhw44OUX/ry42n8n/Pr6rqyuLFi3iu+++w9XVlWHDhjFs2DBq1arF6tWr6d69O126dLErfLz55pvky5eP5cuXM2TIEJYsWUK/fv2eeb9Tp05RtmxZZs2axebNmxkxYgR79uyhQoUKNp+D2D5P1PfJokWLeO+991i5ciVlypShdu3asX4tMTl58iSAdT/76quvqFGjBj4+PixcuJBly5bh5+dHzZo1YwwJTZo0IU+ePHz77bfMnj0bMMNPnz59KFmyJEuXLuWbb76hQYMGNkOiY/P5j/Ks77OAgAA2btwImN9dUd8TUcEjtp+HixcvUqlSJY4dO8asWbP48ssvuXPnToznJdr7Pj0uKCgIZ2dn6tevH+PtFouFBg0acP36dfbv30+GDBmoV69etD9EgDns3c3NjbfeeguI/fdblI8//pgff/yRKVOmsGHDBvLnzx+r74Uosd1vY/P/YI8ePRg8eDDVq1dnzZo1/O9//2Pjxo2UK1fO+pn/9NNPKV++PJkyZbL5P0HkiQyRFGz+/PkGYPz8889GWFiYcefOHWPjxo1GpkyZjIoVKxphYWHWbfPnz28UL17cZp1hGEa9evWMgIAAIyIiwjAMw9i6dasBGFu3bn3i84aHhxt37941UqVKZUyfPt26/ttvv33ifdu3b2/kyJHDen3jxo0GYEyaNMlmu6VLlxqA8dlnn1nX5ciRw/Dw8DDOnDljXffgwQPDz8/P6Natm3VdoUKFjEaNGj2x7qg6AGPZsmU26+vUqWO8/PLLNusAY+TIkdbrUe9348aNbbbbuXOnARhjxox56nOPHDnSAIx+/frZrF+8eLEBGF999ZVhGIbxzz//GC4uLsY777xjs92dO3eMTJkyGc2bN7eu69WrlxHTV+HJkycNwPjyyy8NwzCMHTt2GIAxaNAgI1euXNbtqlevbpQrV856vVu3boa3t7fNe20YhjFlyhQDMA4fPmwYhmF8/fXXBmAsX77cZru9e/cagPHpp59a18X25/ckgNGzZ08jLCzMCA0NNY4ePWrUrl3bAIyZM2fabOfv72/cvn3buu7SpUuGk5OTMX78+Cc+fnh4uBEaGmrkzZvX5mdTr149o1ixYk+trWbNmkbWrFmNW7du2azv3bu34eHhYVy/fv2p98+RI4dRt25dwzAMo1KlSkbTpk0NwzCM9evXGxaLxTh9+vRTP1ePv4aYPpNR+2y7du1str9+/brh7u5utGjRwmb97t27DcCoVKmSdd3p06cNwJg/f751XdS+/N/Pb8+ePQ0PDw8jMjLyqa/7cZGRkUZYWJhx5swZAzBWr15t9/Ns2LDBAGxeu2EYxtixY6N9jmMS9RonTpxohIWFGQ8fPjT2799vlCxZ0gCM9evXG/fu3TP8/PyM+vXr29w3IiLCKFq0qFGqVKlodY8YMcJm223bthmAMWzYsCfWYs/nP7bfZ1evXo3V+2AYT/48DBw40LBYLNbvgCg1a9a02T/teZ9ikj9/fiNTpkxP3WbWrFkGYCxdutQwDMNYs2aNARibN2+2eR2ZM2c23nzzTeu62H6/Re0PuXPnNkJDQ222jc33Qmz329j+P3j06FHr9+Dj9uzZYwDG+++/b11Xt25dm/9rRZ5GR6REMIefuLq6kjp1amrVqkXatGlZvXo1Li7maYQnT57kzz//tP5VLjw83LrUqVOHixcv2vzl8b/u3r3L4MGDyZMnDy4uLri4uODt7c29e/c4evToc9X8448/AliHl0Rp1qwZqVKlivZXy2LFipE9e3brdQ8PD/Lly2cz5KZUqVJs2LCBIUOG8NNPP0U7KhLFYrFE+2tnkSJFYhwmFpOo9zFKuXLlyJEjB1u3bn2u+zdv3hwXFxfr/Tdt2kR4eDjt2rWz+Vl5eHhQqVKlWJ0wnjt3bnLmzMmWLVsA86+8hQsXpk2bNpw+fZpTp04REhLCjh07bIaOrVu3jipVqpA5c2ab5476y35wcLB1O19fX+rXr2+zXbFixciUKVO0GmPz83uaTz/9FFdXV9zc3ChQoAC7du1i9OjR9OzZ02a7KlWqkDp1aut1f39/MmbMaPM84eHhjBs3joIFC+Lm5oaLiwtubm6cOHHCZn8uVaoUhw4domfPnmzatInbt2/bPNfDhw/54YcfaNy4MV5eXtE+Vw8fPuTnn3+O1esD86jRmjVruHbtGvPmzaNKlSpP7HRp72fyzTfftLn+888/ExISQvPmzW3WlylTxq7umg0aNLC5XqRIER4+fMiVK1eeer8rV67QvXt3smXLhouLC66uruTIkQMgxvqf9TxRn53/frZat24d69cCMHjwYFxdXfHw8OC1117jn3/+Yc6cOdSpU4ddu3Zx/fp12rdvb/OzjoyMpFatWuzdu5d79+7ZPN5/3/cNGzYA0KtXryfWYO/n/0W/z2L7eQgODqZQoUIULFjQ5v6tWrWyuf4875O9jP/v2hc1bK127dpkypSJ+fPnW7fZtGkTFy5coFOnTtZ1sf1+i9KgQQNcXV1t1j3re+G/93/cf/fb2P4/GLV//3e7UqVKUaBAgVgNmRSJiZpNiGC2SC5QoAB37txh6dKlzJkzh1atWln/0446V2rAgAEMGDAgxsd4WpvW1q1b88MPP/DBBx9QsmRJfHx8sFgs1KlT54lh5VmuXbuGi4tLtKFZFouFTJkyRRuOly5dumiP4e7ubvP8H3/8MVmzZmXp0qVMnDgRDw8PatasyeTJk8mbN691Oy8vLzw8PKI91sOHD2NVe6ZMmWJc99+aY3t/FxcX0qVLZ71/1M+rZMmSMd4/pqFeMalatap1SM+WLVuoXr06hQsXxt/fny1btpA3b14ePHhgE6QuX77M2rVro/3yECVqP7l8+TI3b97Ezc3tqdtFic3P72maN2/OwIEDsVgspE6dmty5c+Ps7Bxtu9g8T//+/Zk5cyaDBw+mUqVKpE2bFicnJ7p06WKz3dChQ0mVKhVfffUVs2fPxtnZmYoVKzJx4kRKlCjBtWvXCA8PZ8aMGcyYMSNW78PTNG3alHfeeYepU6eydu3apw65tfczGRAQYHM9al+L6RyUmNY9yX/f76gT8Z/2c42MjKRGjRpcuHCBDz74gMKFC5MqVSoiIyMpU6ZMjPd91vNEfZ/8d7uYPqtP06dPH9q0aYOTkxO+vr7kypXL+st61OcyajhtTK5fv06qVKms1//7vl+9ehVnZ+en1mXv5/9Fv89i+3m4du0auXLlinb//+4vz/M+PS579uycOHGCe/fuPXGbqGGQ2bJlA8zv0LZt2zJjxgxu3ryJr68vCxYsICAggJo1a9rUFpvvtyj//fnBs78XHhfb/fZZ/w9G/RtTPZkzZ451aBb5LwUpEaBAgQLWL/AqVaoQERHB559/znfffUfTpk1Jnz49YP4H0KRJkxgf4+WXX45x/a1bt1i3bh0jR4606ZAUEhLC9evXn7vmdOnSER4eztWrV23+EzEMg0uXLj3xl4inSZUqFaNGjWLUqFFcvnzZenSqfv36/Pnnn89d639dunQpxnV58uSJ9f2zZMlivR4eHs61a9es/+lG/by+++4761/pn0fVqlWZN28ev/zyC3v27GH48OEAvPHGGwQFBXHmzBm8vb1tOrKlT5+eIkWK2HSPe1zmzJmt26VLl84a1P7r8aNCcSFDhgzRfkl5Xl999RXt2rWzntMX5d9//8XX19d63cXFhf79+9O/f39u3rzJli1beP/996lZsyZnz54lbdq0ODs707Zt2yceYYjpF88n8fLyomXLlowfPx4fH58nflaf5zP53xPOo/a1/zakAXP/jM853/744w8OHTrEggULaN++vXV91PlIzyPq++TxzxHE/Fl9mqxZsz5xP4v6XM6YMeOJXQz/Gyr++75nyJCBiIgILl26FOMvxY8/z4t+/mMrtp+HdOnSPXF/edzzvE+Pq169Ops3b2bt2rW0bNky2u2GYbBmzRr8/Px47bXXrOs7duzI5MmT+eabb2jRogVr1qyhb9++Nn9wie33W5SYGjU863vBns6Msf1/MGqfvnjxIlmzZrV5jAsXLljfcxF7KUiJxGDSpEksX76cESNG0KRJE15++WXy5s3LoUOHov1n+SwWiwXDMKK1fP3888+JiIiwWRebv0ZHqVq1KpMmTeKrr76yOfl2+fLl3Lt3j6pVq9pV53/5+/vToUMHDh06xLRp0+K09fDixYtthuzs2rWLM2fOxHrOqcWLF9v8ArBs2TLCw8OtDR9q1qyJi4sLp06dijY06L8ef889PT1tbqtatSoWi4UPPvgAJycnKlasCEC1atUYOHAgZ86coWLFijZ/na1Xrx7ff/89uXPnJm3atE983nr16vHNN98QERFB6dKlY/W6EwuLxRJtf16/fj3nz59/Yhj29fWladOmnD9/nr59+/L3339TsGBB6xxDRYoUeeLROXv06NGDy5cvU6lSpWhHGR6vP7afyScpXbo07u7uLF261Caw/fzzz5w5cyZeg1TUL6f/rX/OnDnP/ZhVqlRh0qRJLF68mHfffde6fsmSJc/9mP9Vvnx5fH19OXLkyHNP/Fy7dm3Gjx/PrFmzGD16dIzb2PP5j62nfTfH9vNQqVIlpkyZwpEjR2yG933zzTc2933R96lLly5MnjyZoUOH8sYbb5AxY0ab2ydNmsSff/7JhAkTbL67ChQoQOnSpZk/fz4RERGEhIREm/4jtt9vsfWk74XYiu3/g2+88QZght7H/8i4d+9ejh49yrBhw6zr7DnSL6IgJRKDtGnTMnToUAYNGsSSJUto06YNc+bMoXbt2tSsWZMOHTqQJUsWrl+/ztGjRzlw4IBNS+zH+fj4ULFiRSZPnkz69OnJmTMnwcHBzJs3z+avlWDOZwXw2WefkTp1ajw8PMiVK1eMw62qV69OzZo1GTx4MLdv36Z8+fL89ttvjBw5kuLFi9O2bVu7X3fp0qWpV68eRYoUIW3atBw9epRFixZRtmzZOJ2/Zd++fXTp0oVmzZpx9uxZhg0bRpYsWaKdr/MkK1aswMXFherVq3P48GE++OADihYtaj1fJWfOnIwePZphw4bx119/Wc97u3z5Mr/88ov1yBtA4cKFAZg4cSK1a9fG2dnZ+kt9xowZKVSoEJs3b6ZKlSrW96BatWpcv36d69ev89FHH9nUNnr0aIKCgihXrhzvvvsuL7/8Mg8fPuTvv//m+++/Z/bs2WTNmpWWLVuyePFi6tSpQ58+fShVqhSurq6cO3eOrVu30rBhQxo3bhxXb3mcqlevHgsWLCB//vwUKVKE/fv3M3ny5Gh/6a1fv751jraoVuvTpk0jR44c1qGi06dPp0KFCrz++uv06NGDnDlzcufOHU6ePMnatWut50DEVrFixVi1atVTt7HnM/kkfn5+9O/fn/Hjx5M2bVoaN27MuXPnGDVqFAEBAbEePvo88ufPT+7cuRkyZAiGYeDn58fatWttuknaq0aNGlSsWJFBgwZx7949SpQowc6dO1m0aFGc1e3t7c2MGTNo3749169fp2nTpmTMmJGrV69y6NAhrl69yqxZs576GK+//jpt27ZlzJgxXL58mXr16uHu7s6vv/6Kl5cX77zzjl2f/9hKnTo1OXLkYPXq1VStWhU/Pz/rvhPbz0Pfvn354osvqF27NqNHj8bf358lS5ZYj/ZH7TMv+j75+vqyYsUK6tWrx2uvvcbAgQMpWrQot2/fZunSpSxevJgWLVowcODAaPft1KkT3bp148KFC5QrVy7aSIvYfr89TWy+F2Irtv8Pvvzyy3Tt2pUZM2bg5ORE7dq1+fvvv/nggw/Ili2bTQgrXLgwK1asYNasWbz22ms4OTnF2dF8SYYc2OhCxOGiOnLt3bs32m0PHjwwsmfPbuTNm9cIDw83DMMwDh06ZDRv3tzImDGj4erqamTKlMl44403jNmzZ1vvF1PXvnPnzhlvvvmmkTZtWiN16tRGrVq1jD/++MPIkSOH0b59e5vnnTZtmpErVy7D2dnZptPXf7v2RdU4ePBgI0eOHIarq6sREBBg9OjRw7hx44bNdo93NntcpUqVbLqLDRkyxChRooSRNm1aw93d3XjppZeMfv36Gf/++691m/bt2xupUqWK9lhRXZYexxO69m3evNlo27at4evra3h6ehp16tQxTpw4Ee0xn/Qc+/fvN+rXr294e3sbqVOnNlq1amVcvnw52varVq0yqlSpYvj4+Bju7u5Gjhw5jKZNmxpbtmyxbhMSEmJ06dLFyJAhg2GxWAzAOH36tPX2fv36GYAxduxYm8fOmzevARi//fZbtOe9evWq8e677xq5cuUyXF1dDT8/P+O1114zhg0bZty9e9e6XVhYmDFlyhSjaNGihoeHh+Ht7W3kz5/f6Natm837Eduf35MARq9evZ57u//upzdu3DA6d+5sZMyY0fDy8jIqVKhgbN++PVo9H374oVGuXDkjffr0hpubm5E9e3ajc+fOxt9//23z+KdPnzY6depkZMmSxXB1dTUyZMhglCtX7pldHKNqi+m9eVxMXfti+5l82ndEZGSkMWbMGCNr1qyGm5ubUaRIEWPdunVG0aJFbTpTPq1r39WrV20eM+r5Ht8HY3LkyBGjevXqRurUqY20adMazZo1M/75559onzl7nufmzZtGp06dDF9fX8PLy8uoXr268eeff9rVtW/y5MlP3c4wDCM4ONioW7eu4efnZ7i6uhpZsmQx6tata3z77bfPrNswzO51U6dONQoVKmS4ubkZadKkMcqWLWusXbvWZrvYfP7t+T7bsmWLUbx4ccPd3d0ArPtJbD8PhmEYf/zxh1GtWjXDw8PD8PPzMzp37mwsXLjQAIxDhw7Z/T49zT///GP06tXLeOmll6zvU8WKFY2vvvrqiV0hb926ZXh6ehqAMXfu3Bi3ic3329P2h9h8L9iz38b2/8GIiAhj4sSJRr58+QxXV1cjffr0Rps2bYyzZ8/abHf9+nWjadOmhq+vr/X/BJEnsRjG/7duERGJZwsWLKBjx47s3btXf+GTZOn06dPkz5+fkSNH8v777zu6HEkCunbtytdff821a9fiZHiriCQcDe0TERF5DocOHeLrr7+mXLly+Pj4cOzYMSZNmoSPjw+dO3d2dHmSCI0ePZrMmTPz0ksvcffuXdatW8fnn3/O8OHDFaJEkiAFKRERkeeQKlUq9u3bx7x587h58yZp0qShcuXKjB071q4W6JJyuLq6MnnyZM6dO0d4eDh58+blo48+ok+fPo4uTUSeg4b2iYiIiIiI2Cn+2gqJiIiIiIgkUwpSIiIiIiIidlKQEhERERERsZOCFGAYBrdv30ani4mIiIiISGwoSAF37twhTZo03Llzx9GlEBYWxurVqwkLC3N0KZJCaJ+ThKT9TRKa9jlJSNrfUhYFKRERERERETspSImIiIiIiNhJQUpERERERMROClIiIiIiIiJ2UpASERERERGxk4ujCxARERGRuGEYBuHh4URERDi6lBQpLCwMFxcXHj58qJ9BIubs7IyLiwsWi+WFHkdBSkRERCQZCA0N5eLFi9y/f9/RpaRYhmGQKVMmzp49+8K/pEv88vLyIiAgADc3t+d+DAUpERERkSQuMjKS06dP4+zsTObMmXFzc9Mv8g4QGRnJ3bt38fb2xslJZ9AkRoZhEBoaytWrVzl9+jR58+Z97p+VgpSIiIhIEhcaGkpkZCTZsmXDy8vL0eWkWJGRkYSGhuLh4aEglYh5enri6urKmTNnrD+v56GfsIiIiEgyoV/eRWInLj4r+rSJiIiIiIjYSUFKRERERETETgpSIiIiIiIS7wIDAylWrJijy4gzClIiIiIi4jAdOnTAYrFgsVhwdXXlpZdeYsCAAdy7d8/RpT1Tzpw5mTZtmqPLsLFr1y7q1KlD2rRp8fDwoHDhwnz44Ycpal6rypUr07dv33h/HgUpEREREXGoWrVqcfHiRf766y/GjBnDp59+yoABA57rsaImJU6JVq5cSaVKlciaNStbt27lzz//pE+fPowdO5aWLVtiGEa8PXdERASRkZHx9viJkYKUiIiISDJkGHDvnmMWe39fd3d3J1OmTGTLlo3WrVvz1ltvsWrVqv9/HQaTJk3ipZdewtPTk6JFi/Ldd99Z7/vTTz9hsVjYtGkTJUqUwN3dne3btxMZGcnEiRPJkycP7u7uZM+enbFjx1rvd/78eVq0aEHatGlJly4dDRs25O+//7be3qFDBxo1asSUKVMICAggXbp09OrVi7CwMMA86nHmzBn69etnPaIGcP36dVq3bk3WrFnx8vKicOHCfP311zav986dO7z11lukSpWKgIAApk6dGu0oSmhoKIMGDSJLliykSpWK0qVL89NPPz3xPbx37x5vv/02DRo04LPPPqNYsWLkzJmTLl26sHDhQr777juWLVsGQNmyZRkyZIjN/a9evYqrqytbt26N1fMvWLAAX19f1q1bR8GCBXF3d+fMmTP89NNPlCpVilSpUuHr60v58uU5c+aMzXMtWrSInDlzkiZNGlq2bMmdO3est4WEhPDuu++SMWNGPDw8qFChAnv37rW5f3BwMKVKlcLd3Z2AgACGDBliDc8dOnQgODiY6dOnW38uj/9c45JDg9S2bduoX78+mTNnxmKxWD8wUQzDIDAwkMyZM+Pp6UnlypU5fPiwzTYhISG88847pE+fnlSpUtGgQQPOnTuXgK9CREREJPG5fx+8vR2z3L//YrV7enpaA8vw4cOZP38+s2bN4vDhw/Tr1482bdoQHBxsc59BgwYxfvx4jh49SpEiRRg6dCgTJ07kgw8+4MiRIyxZsgR/f///f2/uU6VKFby9vdm2bRs7duzA29ubWrVqERoaan3MrVu3curUKbZu3crChQtZsGABCxYsAGDFihVkzZqV0aNHc/HiRS5evAjAw4cPee2111i3bh1//PEHXbt2pW3btuzZs8f6uP3792fnzp2sWbOGoKAgtm/fzoEDB2xeT8eOHdm5cyfffPMNv/32G82aNaNWrVqcOHEixvds8+bNXLt2LcYjefXr1ydfvnzWQPfWW2/x9ddf2xyhWrp0Kf7+/lSqVCnWz3///n3Gjx/P559/zuHDh/Hz86NRo0ZUqlSJ3377jd27d9O1a1ebyaFPnTrFqlWrWLduHevWrSM4OJgJEybY/ByXL1/OwoULOXDgAHny5KFmzZpcv34dMANwnTp1KFmyJIcOHWLWrFnMmzePMWPGADB9+nTKli3L22+/bf25ZMuWLcb37IUZDvT9998bw4YNM5YvX24AxsqVK21unzBhgpE6dWpj+fLlxu+//260aNHCCAgIMG7fvm3dpnv37kaWLFmMoKAg48CBA0aVKlWMokWLGuHh4bGu49atWwZg3Lp1K65e2nMLDQ01Vq1aZYSGhjq6FEkhtM9JQtL+JgktpexzDx48MI4cOWI8ePDAuu7uXcMwjw0l/HL3buxrb9++vdGwYUPr9T179hjp0qUzmjdvbty9e9fw8PAwdu3aZXOfzp07G61atTIMwzC2bt1qAMaqVaust9++fdtwd3c35s6dG+Nzzps3z3j55ZeNyMhI67qQkBDD09PT2LRpk7WuHDly2PxO2axZM6NFixbW6zly5DCmTp1qvR4REWHcuHHDiIiIsHm+OnXqGO+99561NldXV+Pbb7+13n7z5k3Dy8vL6NOnj2EYhnHy5EnDYrEY58+ft3mcqlWrGkOHDo3xNU2YMMEAjBs3bsR4e4MGDYwCBQoYhmEYV65cMVxcXIxt27ZZby9btqwxcODAWD///PnzDcA4ePCg9fZr164ZgPHTTz/FWMPIkSMNLy8vm9/lBw4caJQuXdowDMO4e/eu4erqaixevNh6e2hoqJE5c2Zj0qRJhmEYxvvvvx/tZzdz5kzD29vb+r5XqlTJ+l4+SUyfGXu5xE88i53atWtTu3btGG8zDINp06YxbNgwmjRpAsDChQvx9/dnyZIldOvWjVu3bjFv3jwWLVpEtWrVAPjqq6/Ili0bW7ZsoWbNmgn2WuLKiROwbl0u6tRxdCUiIiKSlHl5wd27jntue6xbtw5vb2/Cw8MJCwujYcOGzJgxgyNHjvDw4UOqV69us31oaCjFixe3WVeiRAnr5aNHjxISEkLVqlVjfL79+/dz8uRJUqdObbP+4cOHnDp1ynr9lVdewdnZ2Xo9ICCA33///amvJSIignHjxrFs2TLOnz9PSEgIISEhpEqVCoC//vqLsLAwSpUqZb1PmjRpePnll63XDxw4gGEY5MuXz+axQ0JCSJcu3VOf33jCuErDMKxHhjJkyED16tVZvHgxr7/+OqdPn2b37t3MmjXLrud3c3OjSJEi1ut+fn506NCBmjVrUr16dapVq0bz5s0JCAiwbpMzZ06b9z0gIIArV64A5tGqsLAwypcvb73d1dWVUqVKcfToUcD82ZYtW9bmKFf58uW5e/cu586dI3v27E99f+KSQ4PU05w+fZpLly5Ro0YN6zp3d3cqVarErl276NatG/v37ycsLMxmm8yZM1OoUCF27dr1xCAVtUNHuX37NgBhYWHWw8iOcP48vPqqCyEhRXjrrYc8tg+JxJuofd6R+76kHNrfJKGllH0uLCwMwzCIjIy0OeHf09Mx9UQdm4rdtgaVK1fm008/xdXVlcyZM+Pq6gpgDTVr164lS5YsNvdzd3e3eb2enp7Wy+7u7gDR3o8oERERvPbaayxatCjabRkyZCAyMhLDMHBxcYl2//8+ZtT7HnX5k08+YcaMGXz00UcULlyYVKlS0a9fP0JCQoiMjLR2z3v8flHXo9aFh4fj7OzM3r17bYIcgLe3d4yvKU+ePAAcPnyYcuXKRbv9zz//pECBAtb7tmrVin79+jF9+nQWL17MK6+8QuHChWP9/JGRkXh6elrrjjJv3jx69+7Npk2bWLp0KcOHD2fTpk2UKVMGwzBwdXV94nv6pPcm6vLj7/3jt8d0v/8+xn9F/YzDwsKivUbAug8+TaINUpcuXQKwjmWN4u/vbz1h7dKlS7i5uZE2bdpo20TdPybjx49n1KhR0dZv3rwZL3v/hBLHypcvzo8/Zqdz54dMnhxMDD9XkXgRFBTk6BIkBdH+Jgktue9zLi4uZMqUibt379qc45MUhIWF4e7uTsaMGQF48OABDx48ACBr1qy4u7tz7NixaEegwPxj+P3/PyHrzp07ODmZp//7+/vj6enJ+vXradeuXbT7FShQgKVLl+Lh4YGPj0+MjxsWFkZ4eLj1D+5gHgl7fJ2Liwv37t2z2Wb37t3Url2bBg0aAOYv7MePHydfvnzcvn2bDBky4OrqSnBwsHWb27dvc+LECcqUKcPt27fJmzcvERERnD59OsZQ9PjzRSlTpgxp06Zl0qRJfPnllza3ff/995w4cYIhQ4ZY7/vGG2/w8OFDVqxYweLFi2nevLn1ttg8/8OHDzEMI8ZacufOTc+ePenZsyc1atRg4cKFFCxYkJCQECIiImzu8/DhQyIjI7l9+zYZM2bEzc2NoKAgmjVrBpj7x759++jevTu3b98md+7crF27llu3blmPSv3444+kTp2a1KlTc/v2bZycnHjw4EGMtUUJDQ3lwYMHbNu2LcYujw0bNnzifaMk2iAV5fHDdmB7WPJJnrXN0KFD6d+/v/X67du3yZYtGzVq1Ijxw5SQihYN45VXwvjrL1/On69H9+4pq42kJLywsDCCgoKoXr16rP76IvIitL9JQksp+9zDhw85e/Ys3t7eeHh4OLocu7i6uuLi4hLj72A+Pj689957DB8+HHd3dypUqMDt27fZvXs3qVKlon379tY/gqdOndr6GD4+PgwaNIjAwEB8fHwoX748V69e5fDhw3Tu3JnOnTszc+ZM2rdvT2BgIFmzZuWff/5h5cqVDBgwgKxZs8ZYl5ubm826XLly8csvv3Dnzh3c3d1Jly4dL730krXRRNq0aZk6dSpXrlyhYMGC+Pj44OPjQ7t27QgMDCRLlixkzJiRwMBAnJyccHd3x8fHh1dffZXWrVvTq1cvJk+eTPHixfn333/ZunUrhQoVok4M54D4+Pgwe/ZsWrduzcCBA+nVqxc+Pj788MMPDB48mDfffJP27dtbf0f28fGhQYMGTJw4kWPHjtGxY0fr64rN83t4eGCxWGzen9OnTzN37lxrM7ljx45x6tQp2rdvj4+PD+7u7jg7O9vcx8PDAycnJ+t70717d+t7kz17diZPnsyDBw/o2bMnPj4+9O3bl9mzZzN8+HB69erFsWPHmDhxIv369cPX1xcwg9zBgwe5fv063t7e+Pn5WUN2lIcPH+Lp6UnFihWf+zOTaINUpkyZAPOo0+PjKq9cuWI9SpUpUyZCQ0O5ceOGzVGpK1euxJieo7i7u1sP+T7O1dXV4V+yWbLAW28dZe7cIowY4UzLls5kyODQkiSFSAz7v6Qc2t8koSX3fS4iIgKLxYKTk1O0XxgTu6gW1U+qe8yYMfj7+zNx4kS6deuGr68vr776Ku+//77N6/3vax8xYgSurq4EBgZy4cIFAgIC6N69O05OTtZufYMHD6Zp06bcuXOHLFmyULVqVXx9fXFycoqxrqgQErXuf//7H926dSNv3rzWoy0DBw7k/Pnz1K5dGy8vL7p27UqjRo24deuW9X5Tp06le/fuNGjQwBr6zp07h6enp3WbBQsWMGbMGOvjpUuXjrJly1K3bt0nvldR5yONGzeOypUr8+DBA/LkycOwYcPo27dvtCFsbdq0oW7dulSsWJGcOXPa3Pas53/8fY/i7e3NsWPH+PLLL7l27RoBAQH07t2bHj16WN/T/97nv+smTpyIYRi0b9+eO3fuUKJECTZt2mQ9Nytbtmx8//33DBw4kOLFi+Pn50fnzp354IMPrI8xcOBA2rdvT6FChXjw4AGnT5+O9vqi6nmh74bnblMRx/hP177IyEgjU6ZMxsSJE63rQkJCjDRp0hizZ882DMPscOLq6mosXbrUus2FCxcMJycnY+PGjbF+7sTWtW/58tVG0aKRBhhGp06OrkiSu5TS0UoSB+1vktBSyj4XFx3I5MU9qWvfs9y9e9dIkyaN8fnnn8dTZfJfSb5r3927dzl58qT1+unTpzl48CB+fn5kz56dvn37Mm7cOPLmzUvevHkZN24cXl5etG7dGjA7nHTu3Jn33nuPdOnS4efnx4ABAyhcuLC1i19S5Oxs8PHHEVSq5MIXX0CXLlC2rKOrEhEREZG48Ouvv/Lnn39SqlQpbt26xejRo4HYnZcjiYdDg9S+ffuoUqWK9XrUeUvt27dnwYIFDBo0yDom8saNG5QuXZrNmzfbtEycOnUqLi4uNG/enAcPHlC1alUWLFgQY/eNpKRsWYOOHWH+fOjZE/btQ40nRERERJKJKVOmcOzYMdzc3HjttdfYvn076dOnd3RZYgeHBqnKlSs/sdc9mGMmAwMDCQwMfOI2Hh4ezJgxgxkzZsRDhY41YQKsXAkHD8Ls2dCrl6MrEhEREZEXVbx4cfbv3+/oMuQFJa2zEVOYjBlhzBjz8rBh8P9zlYmIiIiIiIMpSCVy3btD8eJw6xYMGeLoakRERCQxe9pIHxF5JC4+KwpSiZyzM8ycaV6ePx927XJsPSIiIpL4RLVvjpqcVkSeLuqz8iLTIiTaeaTkkbJloVMn+OIL8zypvXvBRT85ERER+X/Ozs74+vpy5f/PA/Dy8rLOzyMJJzIyktDQUB4+fJjk5vNKKQzD4P79+1y5cgVfX98XalCnX8eTiAkTYMUKs/HEzJnQp4+jKxIREZHEJFOmTADWMCUJzzAMHjx4gKenp4JsIufr62v9zDwvBakkIkMGGD8eevSADz6Apk0hSxZHVyUiIiKJhcViISAggIwZMxIWFuboclKksLAwtm3bRsWKFV9oyJjEL1dX1ziZKklBKgnp2hUWLIA9e6BfP1i2zNEViYiISGLj7Oyc5OfTTKqcnZ0JDw/Hw8NDQSoF0ODNJMTJCebMMRtQfPstbNjg6IpERERERFImBakkpmjRR+dH9eoFas4jIiIiIpLwFKSSoFGjIGtWOH0axo51dDUiIiIiIimPglQS5O0NM2aYlydPhiNHHFuPiIiIiEhKoyCVRDVsCPXrQ1iY2clPE5mLiIiIiCQcBakkymIxj0p5ecG2bbBwoaMrEhERERFJORSkkrAcOWDkSPPygAFw7Zpj6xERERERSSkUpJK4fv2gUCEzRA0e7OhqRERERERSBgWpJM7VFWbPNi/Pmwfbtzu2HhERERGRlEBBKhkoXx66dDEvd+0KISGOrUdEREREJLlTkEomJk0Cf3/4808YP97R1YiIiIiIJG8KUslE2rTw8cfm5XHjNLeUiIiIiEh8UpBKRpo1g3r1zLmlunaFyEhHVyQiIiIikjwpSCUjFgt8+il4e8POnfDZZ46uSEREREQkeVKQSmayZYOxY83LgwfD+fOOrUdEREREJDlSkEqGevWC0qXh9m145x1HVyMiIiIikvwoSCVDzs4wdy64uMDKleYiIiIiIiJxR0EqmSpcGAYNMi/37g23bjm2HhERERGR5ERBKhkbPhzy5IELF2DoUEdXIyIiIiKSfChIJWOeno86982aZXbyExERERGRF6cglcxVqQKdOpmXO3eGhw8dW4+IiIiISHKgIJUCTJkCmTLBsWMwerSjqxERERERSfoUpFKAtGnNoX0AkybBgQOOrUdEREREJKlTkEohGjWC5s0hIsIc6hcW5uiKRERERESSLgWpFGTGDEiXDg4dgokTHV2NiIiIiEjSpSCVgmTMCB9/bF4ePRoOH3ZsPSIiIiIiSZWCVArTqhXUq2cO7evc2RzqJyIiIiIi9lGQSmEsFpg9G3x8YM8emD7d0RWJiIiIiCQ9ClIpUJYsZkt0gGHD4ORJx9YjIiIiIpLUKEilUF26QNWq5gS9XbpAZKSjKxIRERERSToUpFIoiwXmzgUvLwgOhjlzHF2RiIiIiEjSoSCVguXKBePHm5cHDoTTpx1bj4iIiIhIUqEglcL17g2vvw737pkT9WqIn4iIiIjIsylIpXBOTjB/vjnE76ef4NNPHV2RiIiIiEjipyAl5M4NkyaZlwcPVhc/EREREZFnUZASAHr0gCpV4P596NhRQ/xERERERJ5GQUoAc4jfF1+Atzfs2AEff+zoikREREREEi8FKbHKmfPRRL1Dh8Lx4w4tR0REREQk0VKQEhtdu0K1auZEvR06QESEoysSEREREUl8FKTEhsUC8+ZB6tSwezdMneroikREREREEh8FKYkme/ZHAWr4cDh61LH1iIiIiIgkNgpSEqNOnaBWLQgJgXbtICzM0RWJiIiIiCQeClISI4sF5s4FX1/Ytw/GjXN0RSIiIiIiiYeClDxR1qwwc6Z5+X//g717HVuPiIiIiEhioSAlT9WqFTRvbnbva9vWnLBXRERERCSlU5CSp7JYYNYsCAiAY8dgyBBHVyQiIiIi4ngKUvJMfn7wxRfm5RkzYMsWx9YjIiIiIuJoClISK7VqQY8e5uWOHeHmTYeWIyIiIiLiUApSEmuTJ0PevHDuHPTu7ehqREREREQcR0FKYi1VKvjyS3BygsWL4dtvHV2RiIiIiIhjKEiJXcqUgaFDzcvdu8PFi46tR0RERETEERSkxG4jRkDx4nD9OnTqBIbh6IpERERERBKWgpTYzc0NvvoKPDxg48ZHk/aKiIiIiKQUClLyXAoWhEmTzMsDBsDhw46tR0REREQkISlIyXPr3dtsix4SAq1bm/+KiIiIiKQEClLy3CwWmD8fMmSA336D9993dEUiIiIiIglDQUpeSKZM8MUX5uWPPoKgIMfWIyIiIiKSEBSk5IXVqwc9epiX27eHa9ccW4+IiIiISHxTkJI4MWUK5M9vziv19ttqiS4iIiIiyZuClMQJLy9YsgRcXWHlSpg3z9EViYiIiIjEHwUpiTPFi8PYseblPn3g+HHH1iMiIiIiEl8UpCROvfcevPEG3L8Pb70FoaGOrkhEREREJO4pSEmccnKChQshbVrYtw+GD3d0RSIiIiIicU9BSuJc1qyPWqJPngybNjm2HhERERGRuKYgJfGiUSPo2dO83K4dXL7s0HJEREREROKUgpTEmylToHBhuHLFDFORkY6uSEREREQkbiTqIBUeHs7w4cPJlSsXnp6evPTSS4wePZrIx34jNwyDwMBAMmfOjKenJ5UrV+bw4cMOrFqieHrCN9+Y/27eDB9+6OiKRERERETiRqIOUhMnTmT27Nl88sknHD16lEmTJjF58mRmzJhh3WbSpEl89NFHfPLJJ+zdu5dMmTJRvXp17ty548DKJUrBgjB9unn5/fdh717H1iMiIiIiEhcSdZDavXs3DRs2pG7duuTMmZOmTZtSo0YN9u3bB5hHo6ZNm8awYcNo0qQJhQoVYuHChdy/f58lS5Y4uHqJ0qULNGsG4eHQsiXcvu3oikREREREXoyLowt4mgoVKjB79myOHz9Ovnz5OHToEDt27GDatGkAnD59mkuXLlGjRg3rfdzd3alUqRK7du2iW7duMT5uSEgIISEh1uu3//83+7CwMMLCwuLvBcVC1PM7uo64NnMm/PKLC3/9ZaFbt0gWLozAYnF0VQLJd5+TxEn7myQ07XOSkLS/JR+urq7P3CZRB6nBgwdz69Yt8ufPj7OzMxEREYwdO5ZWrVoBcOnSJQD8/f1t7ufv78+ZM2ee+Ljjx49n1KhR0dZv3rwZLy+vOHwFzy8oKMjRJcS5Hj3S8v77FfjmGycyZjzIG2+cdXRJ8pjkuM9J4qX9TRKa9jlJSNrfkr6GDRs+c5tEHaSWLl3KV199xZIlS3jllVc4ePAgffv2JXPmzLRv3966neU/hzYMw4i27nFDhw6lf//+1uu3b98mW7Zs1KhRAx8fn7h/IXYICwsjKCiI6tWrxyoJJyV16kBIiMHIkTBvXnG6dClM/vyOrkqS8z4niY/2N0lo2uckIWl/S1kSdZAaOHAgQ4YMoWXLlgAULlyYM2fOMH78eNq3b0+mTJkA88hUQECA9X5XrlyJdpTqce7u7ri7u0db7+rqmmh2+sRUS1waNgyCg+HHHy289ZYre/aYXf3E8ZLrPieJk/Y3SWja5yQhaX9LGRJ1s4n79+/j5GRborOzs7X9ea5cuciUKZPN4dPQ0FCCg4MpV65cgtYqsePsDIsXg78//P479Onj6IpEREREROyXqINU/fr1GTt2LOvXr+fvv/9m5cqVfPTRRzRu3Bgwh/T17duXcePGsXLlSv744w86dOiAl5cXrVu3dnD18iSZMplhymKBuXPNyyIiIiIiSUmiHto3Y8YMPvjgA3r27MmVK1fInDkz3bp1Y8SIEdZtBg0axIMHD+jZsyc3btygdOnSbN68mdSpUzuwcnmWqlXhgw9g9Gjo1g1KlICXX3Z0VSIiIiIisZOog1Tq1KmZNm2atd15TCwWC4GBgQQGBiZYXRI3RoyAbdvgp5+geXP4+WedLyUiIiIiSUOiHtonyZuzMyxZAhkzwm+/Qd++jq5IRERERCR2FKTEoQICHp0v9dln8PXXjq5IREREROTZFKTE4apVg+HDzctdu8Lx446tR0RERETkWRSkJFEYORIqV4a7d83zpR48cHRFIiIiIiJPpiAlicLj50sdOgTvvOPoikREREREnkxBShKNgAAzTDk5wbx5MH++oysSEREREYmZgpQkKlWrmnNLAfTsCQcPOrQcEREREZEYKUhJojN0KNStCw8fQtOmcPOmoysSEREREbGlICWJjpMTfPkl5MwJp05Bx45gGI6uSkRERETkEQUpSZT8/ODbb8HNDVatgg8/dHRFIiIiIiKPKEhJolWiBEyfbl4eMgS2bXNsPSIiIiIiURSkJFHr1g3atIGICGjRAi5dcnRFIiIiIiIKUpLIWSwweza88ooZolq2hPBwR1clIiIiIimdgpQkeqlSwfLlkDo1BAebXf1ERERERBxJQUqShJdffjRB75QpsGyZY+sRERERkZRNQUqSjDffhMGDzcudOsEffzi2HhERERFJuRSkJEkZMwaqVYN796BJE03WKyIiIiKOoSAlSYqLC3z9NWTPDidOQNu2EBnp6KpEREREJKVRkJIkJ316WLEC3N1h3TrzKJWIiIiISEJSkJIk6bXXzLboAIGBsH69Q8sRERERkRRGQUqSrA4doEcPMAxz0t6TJx1dkYiIiIikFApSkqRNmwZlyphNJ5o0MZtQiIiIiIjENwUpSdLc3MzJev394fffoWNH8wiViIiIiEh8UpCSJC9zZvjuO3B1hW+/hQkTHF2RiIiIiCR3ClKSLFSoADNmmJeHDVPzCRERERGJXwpSkmx06wbdu5tD+1q3hj//dHRFIiIiIpJcKUhJsjJ9unl06vZtaNjQbEIhIiIiIhLXFKQkWXFzM8+XypYNjh+Ht96CiAhHVyUiIiIiyY2ClCQ7/v6wciV4eMD338Pw4Y6uSERERESSGwUpSZZeew3mzTMvT5gAS5c6th4RERERSV5c7NnYMAyCg4PZvn07f//9N/fv3ydDhgwUL16catWqkS1btviqU8RurVvDwYMwebI5v1S+fFC8uKOrEhEREZHkIFZHpB48eMC4cePIli0btWvXZv369dy8eRNnZ2dOnjzJyJEjyZUrF3Xq1OHnn3+O75pFYm38eKhVCx48gAYN4NIlR1ckIiIiIslBrI5I5cuXj9KlSzN79mxq1qyJq6trtG3OnDnDkiVLaNGiBcOHD+ftt9+O82JF7OXsDF9/DWXKwLFj0KgR/PSTef6UiIiIiMjzitURqQ0bNvDdd99Rr169GEMUQI4cORg6dCgnTpygcuXKcVmjyAvx9YW1ayFtWtizB7p0MeeaEhERERF5XrEKUoUKFYr1A7q5uZE3b97nLkgkPuTNa7ZFd3aGxYvNBhQiIiIiIs/rubv2hYeHM3PmTJo1a0aTJk348MMPefjwYVzWJhKn3ngDZswwL7//Pqxa5dByRERERCQJe+4g9e6777Jy5UqqVKlCpUqVWLJkCR07dozL2kTiXI8e0KuXeblNGzh0yLH1iIiIiEjSFOv25ytXrqRx48bW65s3b+bYsWM4OzsDULNmTcqUKRP3FYrEsWnTzMYTW7ZA/fqwd685ia+IiIiISGzF+ojUvHnzaNSoEefPnwfg1VdfpXv37mzcuJG1a9cyaNAgSpYsGW+FisQVFxdYtsycV+rsWWjcGDQqVURERETsEesgtW7dOlq2bEnlypWZMWMGn332GT4+PgwbNowPPviAbNmysWTJkvisVSTOpE1rdvLz9YXdu+Htt9XJT0RERERiz65zpFq2bMnevXv57bffqFmzJm3btmX//v0cPHiQmTNnkiFDhviqUyTO5cv3qJPfV1/B//7n6IpEREREJKmwu9mEr68vc+fOZfLkybRt25aBAwfy4MGD+KhNJN5VrQqzZpmXR44EHVQVERERkdiIdZA6e/YsLVq0oHDhwrz11lvkzZuX/fv34+npSbFixdiwYUN81ikSb95+GwYONC937Ag7dzq2HhERERFJ/GIdpNq1a4fFYmHy5MlkzJiRbt264ebmxujRo1m1ahXjx4+nefPm8VmrSLyZMMFsOhEaCo0awalTjq5IRERERBKzWLc/37dvHwcPHiR37tzUrFmTXLlyWW8rUKAA27Zt47PPPouXIkXim5OTeZ5UpUqwbx/UrWs2oUib1tGViYiIiEhiFOsjUq+++iojRoxg8+bNDB48mMKFC0fbpmvXrnFanEhC8vKCNWsgWzZznqk33zSPUImIiIiI/Fesg9SXX35JSEgI/fr14/z588yZMyc+6xJxiIAAWLcOUqeGrVuhe3e1RRcRERGR6GI9tC9Hjhx899138VmLSKJQpAgsXQr16sH8+ZA3Lwwd6uiqRERERCQxidURqXv37tn1oPZuL5LY1K4NH39sXn7/fbVFFxERERFbsQpSefLkYdy4cVy4cOGJ2xiGQVBQELVr1+bjqN9ARZKwXr2gf3/zcseOEBzs2HpEREREJPGI1dC+n376ieHDhzNq1CiKFStGiRIlyJw5Mx4eHty4cYMjR46we/duXF1dGTp0qJpOSLIxeTL88w98953ZFn3nTihY0NFViYiIiIijxSpIvfzyy3z77becO3eOb7/9lm3btrFr1y4ePHhA+vTpKV68OHPnzqVOnTo4OcW6f4VIoufkBIsWwcWLZoiqXRt+/tlsSiEiIiIiKVesm00AZM2alX79+tGvX7/4qkck0fHwgNWroWxZOHHCnGNq2zbw9nZ0ZSIiIiLiKDp8JBIL6dLBhg2QIQP8+is0bw7h4Y6uSkREREQcRUFKJJZy5zbnmPL0NENVjx6aY0pEREQkpVKQErFDqVLwzTfmuVOffw7jxjm6IhERERFxBAUpETs1aPBojqnhw2HBAoeWIyIiIiIOYHeQ+ueffzBiGM9kGAb//PNPnBQlktj16gWDB5uXu3SB7793bD0iIiIikrDsDlK5cuXi6tWr0dZfv36dXLlyxUlRIknB+PHQrh1ERECzZrBnj6MrEhEREZGEYneQMgwDi8USbf3du3fx8PCIk6JEkgKLxTxPqmZNuH/fbIt+/LijqxIRERGRhBDreaT69+8PgMVi4YMPPsDLy8t6W0REBHv27KFYsWJxXqBIYubqCt99B1WqwL59ZqjatUsT9oqIiIgkd7EOUr/++itgHpH6/fffcXNzs97m5uZG0aJFGTBgQNxXKJLIeXvD+vVQvjycPAm1a0NwMKRJ4+jKRERERCS+xDpIbd26FYCOHTsyffp0fHx84q0okaQmY0bYtAnKlYNDh6BJE7MBhbu7oysTERERkfhg9zlS8+fPt4aoc+fOcf78+TgvSiQpeuklc6Le1Knhxx8fNaIQERERkeTH7iAVGRnJ6NGjSZMmDTly5CB79uz4+vryv//9j8jIyPioUSTJKF4cVqwwz51atgzefRdimC1ARERERJK4WA/tizJs2DDmzZvHhAkTKF++PIZhsHPnTgIDA3n48CFjx46NjzpFkoxq1WDRImjVCj79FNKnh1GjHF2ViIiIiMQlu4PUwoUL+fzzz2nQoIF1XdGiRcmSJQs9e/ZUkBIBWrSA69ehZ08YPRrSpTOPTomIiIhI8mD30L7r16+TP3/+aOvz58/P9evX46QokeSgRw/43//My336wOLFjq1HREREROKO3UGqaNGifPLJJ9HWf/LJJxQtWjROihJJLoYNM0MUQIcOZpt0EREREUn67B7aN2nSJOrWrcuWLVsoW7YsFouFXbt2cfbsWb7//vv4qFEkybJY4KOP4No1+OoraNoUgoKgQgVHVyYiIiIiL8LuI1KVKlXi+PHjNG7cmJs3b3L9+nWaNGnCsWPHeP311+OjRpEkzckJvvgC6taFhw+hXj347TdHVyUiIiIiL8LuI1IAmTNnVlMJETtEtUOvWRN27IAaNcx/8+RxdGUiIiIi8jyeK0jdvHmTefPmcfToUSwWCwULFqRTp06kSZMmrusTSTa8vGDtWqhUyTwiVa0abN8O2bI5ujIRERERsZfdQ/v27dtH7ty5mTp1KtevX+fff//lo48+Infu3Bw4cCDOCzx//jxt2rQhXbp0eHl5UaxYMfbv32+93TAMAgMDyZw5M56enlSuXJnDhw/HeR0iccHXFzZvhrx54cwZM0xdueLoqkRERETEXnYHqX79+tGgQQP+/vtvVqxYwcqVKzl9+jT16tWjb9++cVrcjRs3KF++PK6urmzYsIEjR47w4Ycf4uvra91m0qRJfPTRR3zyySfs3buXTJkyUb16de7cuROntYjEFX9/2LIFsmeH48fNYX43bji6KhERERGxh91D+/bt28fcuXNxcXl0VxcXFwYNGkSJEiXitLiJEyeSLVs25s+fb12XM2dO62XDMJg2bRrDhg2jSZMmgDlhsL+/P0uWLKFbt25xWo9IXMme3QxTr78Ohw5BnTpmNz9vb0dXJiIiIiKxYXeQ8vHx4Z9//ok2Ke/Zs2dJnTp1nBUGsGbNGmrWrEmzZs0IDg4mS5Ys9OzZk7fffhuA06dPc+nSJWrUqGG9j7u7O5UqVWLXrl1PDFIhISGEhIRYr9++fRuAsLAwwsLC4vQ12Cvq+R1dh8S/nDnh+++hWjUXfv7ZQoMGkaxeHYGHR8LWoX1OEpL2N0lo2uckIWl/Sz5cXV2fuY3FMAzDngd99913WblyJVOmTKFcuXJYLBZ27NjBwIEDefPNN5k2bdrz1huNx///Rtm/f3+aNWvGL7/8Qt++fZkzZw7t2rVj165dlC9fnvPnz5M5c2br/bp27cqZM2fYtGlTjI8bGBjIqFGjoq1fsmQJXl5ecVa/SGwcP+7LiBHlefjQhZIlLzJ48F5cXOz6WIqIiIhIHGrYsOEzt7E7SIWGhjJw4EBmz55NeHg4YCa2Hj16MGHCBNzd3Z+v2hi4ublRokQJdu3aZV337rvvsnfvXnbv3m0NUhcuXCAgIMC6zdtvv83Zs2fZuHFjjI8b0xGpbNmy8e+//+Lj4xNn9T+PsLAwgoKCqF69eqySsCQPwcEW6td35uFDC82bR7JwYQTOzgnz3NrnJCFpf5OEpn1OEpL2t+QjNj8/u4f2ubm5MX36dMaPH8+pU6cwDIM8efLEy5GcgIAAChYsaLOuQIECLF++HIBMmTIBcOnSJZsgdeXKFfz9/Z/4uO7u7jEGPldX10Sz0yemWiT+VasGy5dDw4awbJkTqVI58fnn5mS+CUX7nCQk7W+S0LTPSULS/pYyPPevaV5eXhQuXJgiRYrE23C48uXLc+zYMZt1x48fJ0eOHADkypWLTJkyERQUZL09NDSU4OBgypUrFy81icSXOnXg66/N8DR/PvTqBfYdLxYRERGRhGL3Eal79+4xYcIEfvjhB65cuUJkZKTN7X/99VecFdevXz/KlSvHuHHjaN68Ob/88gufffYZn332GQAWi4W+ffsybtw48ubNS968eRk3bhxeXl60bt06zuoQSShNm8KXX0LbtjB7Nri7w9SpYLE4ujIREREReZzdQapLly4EBwfTtm1bAgICsMTjb3glS5Zk5cqVDB06lNGjR5MrVy6mTZvGW2+9Zd1m0KBBPHjwgJ49e3Ljxg1Kly7N5s2b47yDoEhCeestCAmBzp1h+nTw8IDx4xWmRERERBITu4PUhg0bWL9+PeXLl4+PeqKpV68e9erVe+LtFouFwMBAAgMDE6QekYTQqZMZpnr2hIkTzTClXVxEREQk8bD7HKm0adPi5+cXH7WIyGN69DCH9QGMGmUelRIRERGRxMHuIPW///2PESNGcP/+/fioR0Qe07cvTJhgXn7//UfBSkREREQcK1ZD+4oXL25zLtTJkyfx9/cnZ86c0Vo7HjhwIG4rFEnhBg+Ghw/NoX39+4OrK/Tu7eiqRERERFK2WAWpRo0axXMZIvI0I0aY50yNHw/vvGM2nujVy9FViYiIiKRcsQpSI0eOjO86ROQpLBYYOxYiImDSJPOIlMViNqMQERERkYRn9zlSZ8+e5dy5c9brv/zyC3379rXO7SQi8cNiMc+XGjjQvN6rlznXlIiIiIgkPLuDVOvWrdm6dSsAly5dolq1avzyyy+8//77jB49Os4LFJFHLBazHfp775nXe/SAOXMcW5OIiIhISmR3kPrjjz8oVaoUAMuWLaNw4cLs2rWLJUuWsGDBgriuT0T+w2KByZPNxhMA3buDDgiLiIiIJCy7g1RYWBju7u4AbNmyhQYNGgCQP39+Ll68GLfViUiMLBaYMsVsjw7QrRt8/rlDSxIRERFJUewOUq+88gqzZ89m+/btBAUFUatWLQAuXLhAunTp4rxAEYmZxQIffQR9+pjX335bYUpEREQkodgdpCZOnMicOXOoXLkyrVq1omjRogCsWbPGOuRPRBKGxWJO0vt4mJo1y7E1iYiIiKQEsWp/HsUwDHLlysWZM2eIiIggbdq01tu6du2Kl5dXnBcoIk8XFaacnc0jVD17Qni4Od+UiIiIiMQPu45IGYZB3rx5uXz5sk2IAsiZMycZM2aM0+JEJHaizpkaPNi8/u67ZqgSERERkfhhV5BycnIib968XLt2Lb7qEZHnZLHA+PEwfLh5/b33zHmnRERERCTu2X2O1KRJkxg4cCB//PFHfNQjIi/AYoH//Q9GjTKvDx1qXhcRERGRuGXXOVIAbdq04f79+xQtWhQ3Nzc8PT1tbr9+/XqcFSciz2fECHBxgWHDzMvh4RAYaAYtEREREXlxdgepadOmxUMZIhLX3n8fXF1h0CAYPRpCQsyhfwpTIiIiIi/O7iDVvn37+KhDROLBwIHmkan+/WHiRLh/H6ZNAye7B/WKiIiIyOOe69epU6dOMXz4cFq1asWVK1cA2LhxI4cPH47T4kTkxfXr92huqRkzoGtXiIhwbE0iIiIiSZ3dQSo4OJjChQuzZ88eVqxYwd27dwH47bffGDlyZJwXKCIvrnt3WLjQPBI1bx60awdhYY6uSkRERCTpsjtIDRkyhDFjxhAUFISbm5t1fZUqVdi9e3ecFicicaddO/jmG3Oo35Il0Ly5ed6UiIiIiNjP7iD1+++/07hx42jrM2TIoPmlRBK5Zs1g5Upwd4dVq6BRI/O8KRERERGxj91BytfXl4sXL0Zb/+uvv5IlS5Y4KUpE4k+9erBuHXh5wcaN0LChMw8e2N13RkRERCRFsztItW7dmsGDB3Pp0iUsFguRkZHs3LmTAQMG0K5du/ioUUTiWLVqsGkT+PhAcLATI0eWRVPAiYiIiMSe3UFq7NixZM+enSxZsnD37l0KFixIxYoVKVeuHMOHD4+PGkUkHlSoAD/8AH5+BseP+1G1qgsxHGwWERERkRjYPZ7H1dWVxYsXM3r0aH799VciIyMpXrw4efPmjY/6RCQelSgBP/wQTtWq4Rw+7EmFChAUBC+95OjKRERERBK352p/DpA7d26aNm1K8+bNFaJEkrBXXoHx43fw0ksGf/1lHqnSlHAiIiIiT2d3kKpevTrZs2dnyJAh/PHHH/FRk4gkMH//+2zdGk6hQnDxIlSsCHv2OLoqERERkcTL7iB14cIFBg0axPbt2ylSpAhFihRh0qRJnDt3Lj7qE5EEEhAAwcFQpgxcvw5Vq5rnUImIiIhIdHYHqfTp09O7d2927tzJqVOnaNGiBV9++SU5c+bkjTfeiI8aRSSB+PmZ50hVqwb37kGdOuZ8UyIiIiJiy+4g9bhcuXIxZMgQJkyYQOHCha3nT4lI0uXtbc4z1aQJhIbCm2/CvHmOrkpEREQkcXnuILVz50569uxJQEAArVu35pVXXmHdunVxWZuIOIi7OyxdCp06QWQkdOkC48eDYTi6MhEREZHEwe725++//z5ff/01Fy5coFq1akybNo1GjRrh5eUVH/WJiIO4uMDnn0PGjDBhArz/Ply+DB99BE4vdCxbREREJOmzO0j99NNPDBgwgBYtWpA+ffr4qElEEgmLxTwS5e8P/frB9Olw5QosWABubo6uTkRERMRx7A5Su3btio86RCQR69sXMmSADh3g66/h2jVYvtw8n0pEREQkJbJ7gM63335LkyZNKFSoEIULF6ZJkyZ899138VGbiCQib70Fa9eClxds3my2R//3X0dXJSIiIuIYsQ5SkZGRtGjRghYtWnDkyBHy5MnDSy+9xOHDh2nRogUtW7bE0JnoIslarVrw449mm/RffoEKFeDvvx1dlYiIiEjCi3WQmjZtGlu2bGHNmjX8+eefrFq1itWrV3Ps2DFWrlxJUFAQ06dPj89aRSQRKF0aduyAbNng2DEoWxZ+/dXRVYmIiIgkrFgHqQULFjB58mTq1asX7bYGDRowadIk5mmyGZEUoUAB2L0bCheGS5egYkVzIl8RERGRlCLWQerEiRNUq1btibdXq1aNkydPxklRIpL4ZckC27dDlSpw9y7UqQOLFjm6KhEREZGEEesg5enpyc2bN594++3bt/H09IyLmkQkiUiTBjZsgFatIDwc2rXTxL0iIiKSMsQ6SJUtW5ZZs2Y98faZM2dStmzZOClKRJIOd3f46isYONC8/v770Ls3REQ4ti4RERGR+BTreaSGDRtG5cqVuXbtGgMGDCB//vwYhsHRo0f58MMPWb16NVu3bo3PWkUkkXJygkmTIGtWc86pTz+FCxdg8WKzXbqIiIhIchPrIFWuXDmWLl1K165dWb58uc1tadOm5euvv6Z8+fJxXqCIJB3vvmueO/XWW7BqlXn+1Jo14O/v6MpERERE4lasgxRA48aNqVmzJps2beLEiRMA5MuXjxo1auClPzuLCPDmm2ZwatjQnGuqbFn4/nvIn9/RlYmIiIjEHbuCFICXlxeNGzeOj1pEJJmoUMFsj16nDpw6ZYapVaugUiVHVyYiIiISN2LdbEJExB758plhqmxZuHkTqlc3z5kSERERSQ4UpEQk3mTIAD/8AE2bQlgYtGkDY8aoPbqIiIgkfQpSIhKvPD1h6dJH7dE/+AA6d4bQUMfWJSIiIvIiFKREJN5FtUefOdO8PH8+1KoF1687ujIRERGR5/NcQerUqVMMHz6cVq1aceXKFQA2btzI4cOH47Q4EUleevaEtWvB2xu2bjXPn/r/BqAiIiIiSYrdQSo4OJjChQuzZ88eVqxYwd27dwH47bffGDlyZJwXKCLJS506sGsXZM8Ox49DmTIQHOzoqkRERETsY3eQGjJkCGPGjCEoKAg3Nzfr+ipVqrB79+44LU5EkqfChWHPHihd2hzeV726OdxPREREJKmwO0j9/vvvMc4jlSFDBq5duxYnRYlI8pcpkzm8r3lzs6Nfp04wZAhERjq6MhEREZFnsztI+fr6cvHixWjrf/31V7JkyRInRYlIyuDpCV9/DcOHm9cnToRmzeDePcfWJSIiIvIsdgep1q1bM3jwYC5duoTFYiEyMpKdO3cyYMAA2rVrFx81ikgy5uQE//sfLFoEbm6wYgVUqAD//OPoykRERESezO4gNXbsWLJnz06WLFm4e/cuBQsWpGLFipQrV47hUX9WFhGxU5s28OOPkDEjHDwIpUqBTrsUERGRxMruIOXq6srixYs5fvw4y5Yt46uvvuLPP/9k0aJFODs7x0eNIpJClC8Pv/wCRYvC5ctQuTIsXOjoqkRERESic3neO+bOnZvcuXPHZS0iIuTIATt2QLt2sHIldOgAf/wBEyaA/lYjIiIiiYXdQap///4xrrdYLHh4eJAnTx4aNmyIn5/fCxcnIimTtzd89x0EBprnT02ZAkeOmI0pfHwcXZ2IiIjIcwSpX3/9lQMHDhAREcHLL7+MYRicOHECZ2dn8ufPz6effsp7773Hjh07KFiwYHzULCIpgJMTjB4Nr7xiHpX6/ntz8t41ayBPHkdXJyIiIimd3edINWzYkGrVqnHhwgX279/PgQMHOH/+PNWrV6dVq1acP3+eihUr0q9fv/ioV0RSmBYtzKF+WbLA0aNQsiRs2uToqkRERCSlsztITZ48mf/973/4PDa+xsfHh8DAQCZNmoSXlxcjRoxg//79cVqoiKRcr70Ge/dC2bJw8ybUqQOTJ4NhOLoyERERSansDlK3bt3iypUr0dZfvXqV27dvA+akvaGhoS9enYjI/wsIgK1boUsXiIyEQYPgrbfg/n1HVyYiIiIp0XMN7evUqRMrV67k3LlznD9/npUrV9K5c2caNWoEwC+//EK+fPniulYRSeHc3eGzz+DTT8HFxWw+Ub48nDnj6MpEREQkpbE7SM2ZM4eqVavSsmVLcuTIQfbs2WnZsiVVq1Zl9uzZAOTPn5/PP/88zosVEbFYoEcP+OEHyJDBnLy3RAn46SdHVyYiIiIpid1Bytvbm7lz53Lt2jVrB79r167x2WefkSpVKgCKFStGsWLF4rpWERGrihVh/3549VX491+oVg2mT9d5UyIiIpIw7A5SUby9vSlSpAhFixbF29s7LmsSEYmVbNnMjn5t2kBEBPTta16+d8/RlYmIiEhyZ/c8UgB79+7l22+/5Z9//onWVGLFihVxUpiISGx4esKXX5rD+957D5Ysgd9/h5UrIXduR1cnIiIiyZXdR6S++eYbypcvz5EjR1i5ciVhYWEcOXKEH3/8kTRp0sRHjSIiT2WxQJ8+8OOP4O9vBqkSJcxJfEVERETig91Baty4cUydOpV169bh5ubG9OnTOXr0KM2bNyd79uzxUaOISKxEnTdVpow531S9ejBqlNkuXURERCQu2R2kTp06Rd26dQFwd3fn3r17WCwW+vXrx2effRbnBYqI2CNLFggOhp49zcYTgYHQoAHcuOHoykRERCQ5sTtI+fn5cefOHQCyZMnCH3/8AcDNmze5r5kxRSQRcHODmTNh/nxz7qn1682hfr/+6ujKREREJLmwO0i9/vrrBAUFAdC8eXP69OnD22+/TatWrahatWqcF/i48ePHY7FY6Nu3r3WdYRgEBgaSOXNmPD09qVy5MocPH47XOkQkaejQAXbtgpw54a+/oGxZmDfP0VWJiIhIcmB3kPrkk09o2bIlAEOHDmXAgAFcvnyZJk2aMC8ef0PZu3cvn332GUWKFLFZP2nSJD766CM++eQT9u7dS6ZMmahevbr1qJmIpGyvvmqeN1W3LoSEQJcu0KkT6AC6iIiIvIjnGtqXOXNm885OTgwaNIg1a9bw0UcfkTZt2jgvEODu3bu89dZbzJ071+Y5DMNg2rRpDBs2jCZNmlCoUCEWLlzI/fv3WbJkSbzUIiJJj58frFkD48aBk5M55K9sWTh50tGViYiISFJl9zxSzs7OXLx4kYwZM9qsv3btGhkzZiQiIiLOiovSq1cv6tatS7Vq1RgzZox1/enTp7l06RI1atSwrnN3d6dSpUrs2rWLbt26xfh4ISEhhISEWK/fvn0bgLCwMMLCwuK8fntEPb+j65CUIyXtcwMGwGuvWWjb1pnffrPw2msGn38eQaNGhqNLSzFS0v4miYP2OUlI2t+SD1dX12duY3eQMoyYf+EICQnBzc3N3od7pm+++YYDBw6wd+/eaLddunQJAH9/f5v1/v7+nDlz5omPOX78eEaNGhVt/ebNm/Hy8nrBiuNG1HloIgklJe1z48d7MGVKCY4eTUfz5i40bHiStm2P4OKiQJVQUtL+JomD9jlJSNrfkr6GDRs+c5tYB6mPP/4YAIvFwueff463t7f1toiICLZt20b+/Pmfo8wnO3v2LH369GHz5s14eHg8cTuLxWJz3TCMaOseN3ToUPr372+9fvv2bbJly0aNGjXw8fF58cJfQFhYGEFBQVSvXj1WSVjkRaXUfa5lSxg2LIJp05xZvToPly69xOLFEWg6vPiVUvc3cRztc5KQtL+lLLEOUlOnTgXMkDJ79mycnZ2tt7m5uZEzZ05mz54dp8Xt37+fK1eu8Nprr1nXRYW2Tz75hGPHjgHmkamAgADrNleuXIl2lOpx7u7uuLu7R1vv6uqaaHb6xFSLpAwpbZ9zdYWpU6FSJbO73549TpQs6cSXX5oT+Ur8Smn7mzie9jlJSNrfUoZYB6nTp08DUKVKFVasWBFvjSUeV7VqVX7//XebdR07diR//vwMHjyYl156iUyZMhEUFETx4sUBCA0NJTg4mIkTJ8Z7fSKS9DVqZM4v1aIF7N0L9eub51KNG2eGLREREZGY2H2O1NatW+OjjhilTp2aQoUK2axLlSoV6dKls67v27cv48aNI2/evOTNm5dx48bh5eVF69atE6xOEUnacuWCHTtg0CCYPh2mTIGdO+Gbb9BQPxEREYmR3UEqIiKCBQsW8MMPP3DlyhUiIyNtbv/xxx/jrLjYGDRoEA8ePKBnz57cuHGD0qVLs3nzZlKnTp2gdYhI0ubmBtOmmUP9OnaE3buheHFYuFBD/URERCQ6u4NUnz59WLBgAXXr1qVQoUJPbeoQH3766Seb6xaLhcDAQAIDAxO0DhFJnho3hmLFoHlz2LfPHOrXpw9MnAgxnFopIiIiKZTdQeqbb75h2bJl1KlTJz7qERFxuKihfoMHm0P9pk+Hbdtg6VLIm9fR1YmIiEhi4GTvHdzc3MiTJ0981CIikmi4u5tD/dauhXTpzIYUr74KixY5ujIRERFJDOwOUu+99x7Tp09/4sS8IiLJSb16cOiQee7U3bvQrh20b29eFhERkZTL7qF9O3bsYOvWrWzYsIFXXnklWo/8FStWxFlxIiKJQZYs8MMPMHYsjBoFX35pNqP45hvzKJWIiIikPHYHKV9fXxo3bhwftYiIJFrOzjBiBFSpAq1bw4kTUKYMjB8P/fqBk93H90VERCQpsztIzZ8/Pz7qEBFJEl5/HQ4ehC5dYNUqc/LeTZvMNukBAY6uTkRERBLKc/0NNTw8nC1btjBnzhzu3LkDwIULF7irkwZEJAVIlw5WrIDZs8HTE4KCoEgRszGFiIiIpAx2B6kzZ85QuHBhGjZsSK9evbh69SoAkyZNYsCAAXFeoIhIYmSxQLdusH+/Oe/Uv/9CgwbQsyfcv+/o6kRERCS+2R2k+vTpQ4kSJbhx4waenp7W9Y0bN+aHH36I0+JERBK7AgXg55+hf3/z+qxZUKKE2elPREREki+7g9SOHTsYPnw4bm5uNutz5MjB+fPn46wwEZGkwt0dPvzQPFcqUyY4ehRKlYIpUyAy0tHViYiISHywO0hFRkYSERERbf25c+dInTp1nBQlIpIU1agBv/0G9etDaCgMHAhVq8I//zi6MhEREYlrdgep6tWrM23aNOt1i8XC3bt3GTlyJHXq1InL2kREkpwMGWD1avjsM/Dygp9+MhtRLF4MmsdcREQk+bA7SE2dOpXg4GAKFizIw4cPad26NTlz5uT8+fNMnDgxPmoUEUlSLBZ4+23zPKnSpeHWLWjTBlq2hOvXHV2diIiIxAW7g1TmzJk5ePAgAwcOpFu3bhQvXpwJEybw66+/kjFjxvioUUQkScqTB3bsgNGjzQl9ly0zj05t2eLoykRERORF2T0hL4CnpycdO3akY8eOcV2PiEiy4uICH3wAtWqZR6WOH4fq1aF3b5g40Rz+JyIiIkmP3Uekxo8fzxdffBFt/RdffKGhfSIiT1CyJBw4AD16mNc/+cScf2r3boeWJSIiIs/J7iA1Z84c8ufPH239K6+8wuzZs+OkKBGR5ChVKvj0U7NNepYscOIEVKgAQ4dCSIijqxMRERF72B2kLl26REBAQLT1GTJk4OLFi3FSlIhIclajBvzxB7Rta84zNWGCecTq4EFHVyYiIiKxZXeQypYtGzt37oy2fufOnWTOnDlOihIRSe58feHLL2HFCrNl+u+/m5P4jh0L4eGOrk5ERESexe4g1aVLF/r27cv8+fM5c+YMZ86c4YsvvqBfv368/fbb8VGjiEiy1bixeXSqcWMIC4Phw6FsWXOdiIiIJF52d+0bNGgQ169fp2fPnoSGhgLg4eHB4MGDGTp0aJwXKCKS3GXMCMuXm5P2vvMO7NsHr70GI0fCoEFm5z8RERFJXOw6IhUREcG2bdsYPHgwV69e5eeff+bQoUNcv36dESNGxFeNIiLJnsVitkc/fBjq1YPQUBg2DMqU0dEpERGRxMiuIOXs7EzNmjW5desW3t7elCxZkkKFCuHu7h5f9YmIpCiZM8OaNeb5U76+sH+/eXRq3DidOyUiIpKY2H2OVOHChfnrr7/ioxYREcE8OtW2LRw5AvXr2x6d+v13R1cnIiIi8BxBauzYsQwYMIB169Zx8eJFbt++bbOIiEjcCAiA1attj069+qp57pTmnRIREXEsu4NUrVq1OHToEA0aNCBr1qykTZuWtGnT4uvrS9q0aeOjRhGRFOvxo1ONGpnD+0aPNof77dnj6OpERERSLrt7QW3dujU+6hARkacICDDnnPruO+jd22xKUbYs9O0LY8aAl5ejKxQREUlZ7A5SlSpVio86RETkGSwWaNYM3ngD+vWDRYtg6lRz+N/nn0OVKo6uUEREJOWwe2gfwPbt22nTpg3lypXj/PnzACxatIgdO3bEaXEiIhJdunTmeVPr10PWrPDXX2a46tIFbtxwdHUiIiIpg91Bavny5dSsWRNPT08OHDhAyP+f8Xznzh3GjRsX5wWKiEjM6tQxh/j16GFenzcPChSApUvBMBxbm4iISHJnd5AaM2YMs2fPZu7cubi6ulrXlytXjgMHDsRpcSIi8nQ+PvDpp7B9O+TPD5cvQ8uWZtv0f/5xdHUiIiLJl91B6tixY1SsWDHaeh8fH27evBkXNYmIiJ0qVICDByEwEFxdzWF/BQvC9OkQEeHo6kRERJIfu4NUQEAAJ0+ejLZ+x44dvPTSS3FSlIiI2M/d3Zxj6tAhKF8e7t0zu/qVLWuuExERkbhjd5Dq1q0bffr0Yc+ePVgsFi5cuMDixYsZMGAAPXv2jI8aRUTEDgUKwLZtMHu2OfRv715z3qkBA+DuXUdXJyIikjzYHaQGDRpEo0aNqFKlCnfv3qVixYp06dKFbt260bt37/ioUURE7OTkBN26wdGj0LSpObzvww/N4X6rVzu6OhERkaTvudqfjx07ln///ZdffvmFn3/+matXr/K///0vrmsTEZEXlDkzfPutec5Uzpxw9iw0amQuakYhIiLy/GIdpO7fv0+vXr3IkiULGTNmpEuXLuTMmZNSpUrh7e0dnzWKiMgLimqVPmQIuLiYR6UKFjSPUoWHO7o6ERGRpCfWQWrkyJEsWLCAunXr0rJlS4KCgugRNXmJiIgkel5eMH48/Prro2YUAwaY50/t3Ono6kRERJKWWAepFStWMG/ePD777DM+/vhj1q9fz6pVq4hQX10RkSSlUCGzGcXnn4OfH/z2m9k+vWNHuHrV0dWJiIgkDbEOUmfPnuX111+3Xi9VqhQuLi5cuHAhXgoTEZH44+QEnTvDsWPmvwALFsDLL5vd/vQ3MhERkaeLdZCKiIjAzc3NZp2LiwvhGlwvIpJkpU9vHpnatQuKFYMbN6BHDyhTBvbtc3R1IiIiiZdLbDc0DIMOHTrg7u5uXffw4UO6d+9OqlSprOtWrFgRtxWKiEi8K1vWnG9q1iwYPtwMUaVKQdeuMHYspEvn6ApFREQSl1gfkWrfvj0ZM2YkTZo01qVNmzZkzpzZZp2IiCRNLi7wzjvmcL82bcAwYM4cyJfPDFga7iciIvJIrI9IzZ8/Pz7rEBGRRCJTJli0CN5+2wxWv/0GPXvCZ5/BjBlmYwoREZGU7rkm5BURkeSvYkXYv98MT76+cPAgvP46tG0LFy86ujoRERHHUpASEZEncnGB3r3h+HHo0gUsFvjqK3O43+TJEBLi6ApFREQcQ0FKRESeKUMGmDsX9uyB0qXh7l0YNMick2rtWvN8KhERkZREQUpERGKtZEmzVfr8+eDvDydPQoMGUKsWHDni6OpEREQSjoKUiIjYxckJOnQwh/sNHgxubrB5MxQpAu++C9evO7pCERGR+KcgJSIiz8XHByZMMI9ENWpktkefMQPy5oWZM0HztYuISHKmICUiIi8kd25YuRK2bDHPmbp+3WxQUaQIbNig86dERCR5UpASEZE4UbUq/PqreTQqXTo4ehTq1DHPn/rjD0dXJyIiErcUpEREJM64uJiT9548CQMGgKuref5U0aLQvTtcvuzoCkVEROKGgpSIiMQ5X19znqmjR+HNNyEyEubMgYIFXfjuu7w8eODoCkVERF6MgpSIiMSb3Lnhu+9g2zYoUQLu3LHw1VcFKVTIhS+/NAOWiIhIUqQgJSIi8e71183JfL/4Ipz06e9z9qyF9u3h1VchKMjR1YmIiNhPQUpERBKEkxO0aWMwc+YPjB0bgY8PHDoENWqYDSl++83RFYqIiMSegpSIiCQod/dIBg6M5NQp6NPHbEixaRMUKwadOsHZs46uUERE5NkUpERExCHSp4dp08yGFM2amfNNzZ9vTug7aJA5H5WIiEhipSAlIiIOlTs3LFsGu3eb51KFhJgd/3LnhokT4f59R1coIiISnYKUiIgkCmXKQHAwrFsHhQvDzZswZIh5hGruXAgPd3SFIiIijyhIiYhIomGxQN268Ouv8OWXkCMHXLgAXbua4Wr5cnMIoIiIiKMpSImISKLj7Axt28KxYzB1KqRLB3/+CU2bQsmSZnMKBSoREXEkBSkREUm03N2hb1/46y8YMQK8vWH/frNdeuXKsHOnoysUEZGUSkFKREQSPR8fGDXKDFT9+5sBa9s2qFDh0VBAERGRhKQgJSIiSUaGDPDhh3DypHnelLMzfP89vPoqNG8OR444ukIREUkpFKRERCTJyZoV5swx56Bq1cpc9+23UKgQtGkDx487tj4REUn+FKRERCTJypsXliyB336Dxo3NBhSLF0PBgtCxI5w+7egKRUQkuVKQEhGRJK9wYVixwmxEUbcuRETAggWQLx906wb//OPoCkVEJLlRkBIRkWTj1VfNCX1374bq1c1JfD/7DPLkgR49FKhERCTuKEiJiEiyU6YMbN5sdvarXBnCwmD2bAUqERGJOwpSIiKSbL3+OmzdCj/9BFWq2Aaq7t3hzBlHVygiIkmVgpSIiCR7lSrBjz/aBqo5c8xmFV27qimFiIjYL1EHqfHjx1OyZElSp05NxowZadSoEceOHbPZxjAMAgMDyZw5M56enlSuXJnDhw87qGIREUnMogJVcDC88YYZqObONQNVhw5qmy4iIrGXqINUcHAwvXr14ueffyYoKIjw8HBq1KjBvXv3rNtMmjSJjz76iE8++YS9e/eSKVMmqlevzp07dxxYuYiIJGYVK8IPP5jnUNWoYXb5W7gQChQw56X64w9HVygiIoldog5SGzdupEOHDrzyyisULVqU+fPn888//7B//37APBo1bdo0hg0bRpMmTShUqBALFy7k/v37LFmyxMHVi4hIYvf667BpE/z8M9SvD5GR8M03Zjv1Jk3gwAFHVygiIomVi6MLsMetW7cA8PPzA+D06dNcunSJGjVqWLdxd3enUqVK7Nq1i27dusX4OCEhIYSEhFiv3759G4CwsDDCwsLiq/xYiXp+R9chKYf2OUlIiXV/e/VVWL4cDh6ECROcWbnS8v8L1KgRyeDBkVSoYGCxOLpSsVdi3eckedL+lny4uro+cxuLYRhGAtTywgzDoGHDhty4cYPt27cDsGvXLsqXL8/58+fJnDmzdduuXbty5swZNm3aFONjBQYGMmrUqGjrlyxZgpeXV/y8ABERSTLOnk3Nd9/lZfv2rERGmumpQIFrvPnmCV577bIClYhIMtewYcNnbpNkglSvXr1Yv349O3bsIGvWrMCjIHXhwgUCAgKs27799tucPXuWjRs3xvhYMR2RypYtG//++y8+Pj7x+0KeISwsjKCgIKpXrx6rJCzyorTPSUJKavvbX3/BRx85sWCBE6GhZnoqUsRg4MAImjY1cHZ2cIHyTEltn5OkTftb8hGbn1+SGNr3zjvvsGbNGrZt22YNUQCZMmUC4NKlSzZB6sqVK/j7+z/x8dzd3XF3d4+23tXVNdHs9ImpFkkZtM9JQkoq+9vLL5tt0gMDYepUmDULfvvNQtu2LgQGwoAB0L49eHo6ulJ5lqSyz0nyoP0tZUjUzSYMw6B3796sWLGCH3/8kVy5ctncnitXLjJlykRQUJB1XWhoKMHBwZQrVy6hyxURkWQqIAAmTTIn8B01Cvz84NQp6NEDcuaEsWPhxg1HVykiIgkpUQepXr168dVXX7FkyRJSp07NpUuXuHTpEg8ePADAYrHQt29fxo0bx8qVK/njjz/o0KEDXl5etG7d2sHVi4hIcuPnByNGwD//wPTpkD07XLkCw4dDtmzQvz+cPevoKkVEJCEk6iA1a9Ysbt26ReXKlQkICLAuS5cutW4zaNAg+vbtS8+ePSlRogTnz59n8+bNpE6d2oGVi4hIcpYqFbz7Lpw8CV99BUWKwL175vC/l14yh/v9/rujqxQRkfiUqIOUYRgxLh06dLBuY7FYCAwM5OLFizx8+JDg4GAKFSrkuKJFRCTFcHWFt94y26Zv2ABVqkB4OHz5pRmuataEoCBIGm2dRETEHok6SImIiCQFFgvUqgU//gh79kDz5uDkBJs3Q40aUKyYGa5CQx1dqYiIxBUFKRERkThUqhQsXWoO+3v3XXMY4G+/mcP9cuWCiRPVmEJEJDlQkBIREYkHuXKZDSnOnoXx483OfxcuwJAhkDUr9OoFx487ukoREXleClIiIiLxKG1aMzz9/TfMn2+eO3X/Pnz6qTlPVf368MMPOo9KRCSpUZASERFJAG5u0KGD2Zjihx+gXj1z/bp1UK0aFC0KX3wBDx86skoREYktBSkREZEEZLHAG2/A2rVw7Jg5xM/Ly2yX3rmzOR/V8OFw/ryjKxURkadRkBIREXGQfPngk0/g3DmYNMkMUf/+C2PHQo4c0LIl7NypYX8iIomRgpSIiIiDpU0LAwfCX3/B8uVQqRJERJjd/ypUgBIlYOFCDfsTEUlMFKREREQSCRcXaNIEfvrJPJeqc2fw8IADB8zzq7Jle9S4QkREHEtBSkREJBEqWhQ+//xR+/SoYX8TJ0Lu3NCgAWzaBJGRjq5URCRlUpASERFJxNKnN49C/fUXrFxpdviLjDSbVdSqBfnzw9SpmuRXRCShKUiJiIgkAS4u0KgRBAXB0aPwzjvg4wMnTkD//pAlC3TqBL/8ouYUIiIJQUFKREQkicmfHz7+2GyRPmsWFC4MDx6YE/6WLm02p5g7F+7edXSlIiLJl4KUiIhIEuXtDd27w6FDZpv0tm3B3d1sTtG1q3mUqndvc44qERGJWwpSIiIiSZzFAuXKwZdfmnNSTZkCefLA7dswcyYUKQJly8IXX8C9e46uVkQkeVCQEhERSUbSp4f33oNjx8zzqd580zy/6uefzXbqmTNDz57w66+OrlREJGlTkBIREUmGnJzMDn/ffWcepZowwWybfvu2eV7Vq69CyZLw2WfmOhERsY+ClIiISDLn7w+DB8Px4/DDD9CiBbi6wr590K0bBASYE/5u366OfyIisaUgJSIikkI4OcEbb8A335gd/6ZMMTsA3r8PCxdCxYrm9YkT4dIlR1crIpK4KUiJiIikQBkymOdSHTlidvzr1AlSpTKPWg0ZAlmzQoMG5iTAoaGOrlZEJPFRkBIREUnBojr+zZsHFy+a/5YrBxERsHYtNGlitlHv2xcOHnR0tSIiiYeClIiIiACQOrV5ZGrnTvNI1eDB5vlT//4L06dD8eJQrBhMmwZXrzq6WhERx1KQEhERkWgKFDA7/f3zD3z/PTRvDm5u5uS//fqZbdQbNDC7Aj586OhqRUQSnoKUiIiIPJGLC9SuDUuXmkP/Zs6EEiUgPNwc+tesmXnUqls380iWuv6JSEqhICUiIiKx4udnTua7d6859G/oULMpxc2b5nxUFSpA3rwQGAgnTji6WhGR+KUgJSIiInYrUADGjYMzZ8y5qdq3B29vOHUKRo2CfPmgdGn4+GO4fNnR1YqIxD0FKREREXluUXNTLVhgzj21aBHUqmWu/+UX6NPH7PpXq5Z52927jq5YRCRuKEiJiIhInEiVCtq0gQ0b4MIFs9NfqVJmK/VNm6BdO8iYEVq0gFWrICTE0RWLiDw/BSkRERGJc/7+8O67sGePOclvYKB5/tSDB7BsGTRubG7TqRNs3mw2rxARSUoUpERERCRe5c0LI0fCsWNmo4r+/c3hfrduwfz5ULOmeb13b9i+HSIjHV2xiMizKUiJiIhIgrBYzNbpH35ozk8VHAzdu0O6dHDlitlavWJFyJbNPLdq506FKhFJvBSkREREJME5OZmhadYsc36qDRvMzn9p0pjnV338sdlOPXt2cwLg3bsVqkQkcVGQEhEREYdydTW7+i1YYLZKX7sW2rYFHx84fx6mTYNy5SBHDvNI1fbtZgMLERFHUpASERGRRMPdHerVgy+/NEPV6tXw1lvmHFXnzplHqipWNCcC7tULfvxRjSpExDEUpERERCRR8vCABg3gq6/g6lVYs8ZsoZ4mjTln1aefQtWqEBAAXbrA+vVqqS4iCUdBSkRERBI9Dw+oXx8WLjQbU3z/PXTuDH5+8O+/MG+eeSQrQwZo2RKWLoU7dxxdtYgkZwpSIiIikqS4uUHt2vD55+aRqaAg6NkTMmc2w9PSpWaYSp8eGjZ0JigoO5cvO7pqEUluFKREREQkyXJ1hWrVzNbpZ8/Czz/DoEHm3FWhobBhgxMzZxYne3YXypaFCRPg6FEwDEdXLiJJnYKUiIiIJAtOTlC6NEycaE7++8cfEBgYQZ48NzAMCz//DEOHQsGC8PLLMGCA2QFQzSpE5HkoSImIiEiyY7HAK6/A++9HMmXKNk6fDmPWLLPNupsbnDhhTgxcsSL4+0ObNvDNN3DjhqMrF5GkQkFKREREkr0sWaB7d3Pi36tXYdkys6162rRw/TosXgytWpnNKqpUMUPWsWMaAigiT6YgJSIiIimKjw80a2a2Vb9yBbZtM8+rKlDAnOj3p5/MYX/580OePPDOO2YAe/DA0ZWLSGKiICUiIiIplosLvP66eV7VkSNw8iRMn242sHB1hb/+gk8+gTp1IF06qFvXbGxx+rSjKxcRR1OQEhEREfl/uXPDu++aLdWvXYNVq6BrV8ia1Twi9f330Ls3vPSS2bCiTx/zaNX9+46uXEQSmoujCxARERFJjFKnhoYNzcUwzC6A339vLjt3wvHj5vLxx+DubjauqFULatY0OwNaLI5+BSISn3RESkREROQZLBYoXBgGD4bgYPNo1YoV5tGq7NkhJMQ8ivXee1CokHkEq0MHWLLEPA9LRJIfHZESERERsVOaNNC4sbkYhtnhb+NGcwkOhgsXYOFCcwEoWhSqV4caNaB8efDycmz9IvLiFKREREREXoDFYnb4y58f+vaFhw9hxw7zCNXmzXDwIBw6ZC5TppjzWJUrB1WrmkvJkmbTCxFJWjS0T0RERCQOeXiYXf8mToRff4XLl80hfh07mkP+QkPNFusffGAGKj8/qF8fpk0zw1ZkpKNfgYjEhv7+ISIiIhKPMmY0J/tt1cocBnjiBPzwg7ls3WpOCLxunbmA2Wa9UiVzYuAqVdS4QiSxUpASERERSSAWC+TLZy49epgTAB88aIaqH380hwRGNbJYscK8T8aMULmyGa4qVTInDnbSmCIRh1OQEhEREXEQZ2d47TVzGTQIwsJg3z7zSNXWrWab9StXYNkycwHziFXFio+WokXNxxGRhKUgJSIiIpJIuLpC2bLm8v77Zlv1vXvNULVtG+zaZR6xWrnSXAB8fMxOgBUqwOuvm80rPDwc+zpEUgIFKREREZFEyt3dDEgVKpjXQ0PhwAGzxfq2beZQwNu3YcMGcwGzK2CJEo/uV66ceRRLROKWgpSIiIhIEuHmBmXKmMvgweY5VocOmYFqxw7Yvh0uXTKPXO3aBZMmmfd7+WUzUEUt+fPrPCuRF6UgJSIiIpJEOTvDq6+ay7vvml0B//rLNlgdO/ZomT/fvJ+v76MhhGXKQKlS5iTDIhJ7ClIiIiIiyYTFArlzm0v79ua6a9fg558fHaXaswdu3rQdDhg1qXDU0a7SpeGVVzRRsMjT6OMhIiIikoylSwd165oLmJ0Bf/vN7Aj4889msPrrLzh61Fyijlp5eZndBEuWNI9YlSwJuXJpTiuRKApSIiIiIimIq+ujluvvvmuuu3LFDFR79pjh6pdf4M4dc2jg9u2P7psu3aNgFfUYmTMrXEnKpCAlIiIiksJlzAj165sLmE0sjh0zW6//8ov578GD5jDBjRvNJYq/vxmoSpRQuJKURUFKRERERGw4O0PBguYSda5VSIg5JHDvXnPZvx+OHIHLl+H7780lSoYMULy47ZInjzoFSvKiICUiIiIiz+Tubg7rK1ny0br7981wtW+fGayiwtXVq7B5s7lE8faGokVtl0KFIFWqhH8tInFBQUpEREREnouX16NOf1EePIDff4dff320/PYb3L1rNrjYufPRthaLeaQqKlgVLmwuOXPq6JUkfgpSIiIiIhJnPD3NZhSlSj1aFx5unnMVFaoOHTKXy5fhxAlz+e67R9unSmW2Xy9c2DxqVbiwed3fX+deSeKhICUiIiIi8crFxQxCr7xiu/7yZdtg9ccf5tDAe/fMJhe//GK7vZ/fo3O3Xnnl0eWAAAUsSXgKUiIiIiLiEP7+UL26uUQJD4eTJ83hgb//boar33+HU6fg+nXYscNcHpcmjTmhcNRSoID570svme3eReKDgpSIiIiIJBouLo8CUbNmj9Y/eADHj8Phw+ZRq6jl5Em4devRPFj/fazcuSFfvuiLjmLJi1KQEhEREZFEz9PzUVOKx4WEmGHqzz/h6FHz36jl3j3z3Kxjx6I/XqpUZqOLmJbMmdXsQp5NQUpEREREkix395jPv4qMhPPnzaNY/11OnzZDVtS5Wf/l4WEOC3zpJciVy/ZyrlxmK3cRBSkRERERSXacnCBbNnOpWtX2ttBQM0ydPBl9+ftvePjw0dDBmGTIADlymG3aH/83c2a4f1+/XqcU+kmLiIiISIri5gYvv2wu/xUeDv/8Y4aq06fN5a+/zOX0abPhxdWr5rJv33/v7QrUpXt3wxrismd/FOiyZYOsWSFLFk1EnBwoSImIiIiI/D8Xl0dD+WJy86Z51OrMmZj+Nbh+3cLt2xYOHzYbYzxJmjRmoIoKVlmymA0wHl8yZTKHLkripCAlIiIiIhJLvr5QrJi5/FdYWDjLl2+iYMGaXLrkytmzcPaseYQr6vL583D3rtlp8NatJw8fjOLnZ4Yqf3/bJWNG28vp04OXVzy8YHmiZBOkPv30UyZPnszFixd55ZVXmDZtGq+//rqjyxIRERGRFMTTM4ICBaBIkSdvc/u2Gaj+u1y8aLuEhppDCa9ff/rRrSheXub5W+nTm/9myADp0j1a/Pyi/+vtrTbwzytZBKmlS5fSt29fPv30U8qXL8+cOXOoXbs2R44cIXv27I4uT0RERETEysfHXAoUePI2hgE3bjwKVZcv2y5Xrjy6fPWqGbru3zeHGJ45E/tanJ3No2z/1969B0V53X8c/6ywLBdX8QZ4QSqVibdACMQZL1WbClqitemkthGNRp2ME9OgjDa22oiYiLURMzURh3RG/3BM0qSOIcZUsRpKYlMQ0aSakE6wJa06xBuLyp3z+4Ofm6yosLLdFXi/Zp7Z3XPO8zzfxS87fjnPc7ZPH9fH0NCWyw97926J9ebHnj0lu73lsWfPluN0N12ikMrOztaiRYu0ePFiSdLLL7+sAwcOKCcnR1lZWT6ODgAAAHCPxdIyY9S3b+ul3W9mjFRd3VJQXbjwzWIYX38tXbzYsl265Pp48WJL8dXU9M3rjggK+qawCglp2YKDWz8PCnLdAgO/eT54sDRuXMfi8KZOX0jV19erpKREq1atcmlPTk7W0aNHb7lPXV2d6urqnK8dDockqaGhQQ0NDf+7YNvhxvl9HQe6D3IO3kS+wdvIOXiTL/MtKKhlhcD2XoxljFRT07J4xuXLUlWVRZcvf/P8ypWW4qyqyiKHQ86tqsqi6uqW+7yqq6XGxpbrAmtqWrbKyrt/D1OnNmv//qa7P4AHWa3WNsd0+kLqwoULampqUnh4uEt7eHi4zp8/f8t9srKytG7dulbtBw8eVPA9cpdefn6+r0NAN0POwZvIN3gbOQdv6qz59u1ZsPYwRmpo6KHaWn/V1LRstbV+qq31V12dn2pr/VRX5/q8vr6H6uv9/n9reV5X1/I6OPiy9u9vx81gXjBr1qw2x3T6QuoGy013yRljWrXd8Ktf/Urp6enO1w6HQ5GRkUpOTlavXr3+p3G2paGhQfn5+UpKSmpXJQx0FDkHbyLf4G3kHLyJfOuoXpKifB1Eu3X6Qqp///7y8/NrNftUWVnZapbqBpvNJtstFuW3Wq33TNLfS7GgeyDn4E3kG7yNnIM3kW/dQw9fB9BRAQEBSkhIaDWFmp+fr/Hjx/soKgAAAABdWaefkZKk9PR0zZs3T4mJiRo3bpxyc3NVUVGhJUuW+Do0AAAAAF1Qlyikfvazn+nixYvKzMzUuXPnNGbMGO3fv19RUZ3nGksAAAAAnUeXKKQk6emnn9bTTz/t6zAAAAAAdAOd/h4pAAAAAPA2CikAAAAAcBOFFAAAAAC4iUIKAAAAANxEIQUAAAAAbqKQAgAAAAA3UUgBAAAAgJsopAAAAADATRRSAAAAAOAmCikAAAAAcBOFFAAAAAC4iUIKAAAAANxEIQUAAAAAbvL3dQD3AmOMJMnhcPg4EqmhoUHXr1+Xw+GQ1Wr1dTjoBsg5eBP5Bm8j5+BN5FvXYrfbZbFYbttPISWpurpakhQZGenjSAAAAADcC6qqqtSrV6/b9lvMjemYbqy5uVlnz55ts+r0BofDocjISH311Vd3/IcDPIWcgzeRb/A2cg7eRL51LcxItUOPHj00ZMgQX4fholevXvwCwqvIOXgT+QZvI+fgTeRb98BiEwAAAADgJgopAAAAAHAThdQ9xmazae3atbLZbL4OBd0EOQdvIt/gbeQcvIl8615YbAIAAAAA3MSMFAAAAAC4iUIKAAAAANxEIQUAAAAAbqKQAgAAAAA3UUjdY7Zt26Zhw4YpMDBQCQkJKiws9HVI6AKysrL00EMPyW63KywsTD/+8Y9VVlbmMsYYo4yMDA0aNEhBQUGaMmWKTp065aOI0ZVkZWXJYrFo2bJlzjbyDZ723//+V3PnzlW/fv0UHBysBx54QCUlJc5+cg6e1NjYqDVr1mjYsGEKCgpSdHS0MjMz1dzc7BxDznV9FFL3kDfffFPLli3T6tWrVVpaqu9973v64Q9/qIqKCl+Hhk6uoKBAS5cu1ccff6z8/Hw1NjYqOTlZ165dc47ZtGmTsrOz9corr6i4uFgRERFKSkpSdXW1DyNHZ1dcXKzc3FzFxsa6tJNv8KTLly9rwoQJslqtev/993X69Glt3rxZoaGhzjHkHDzpt7/9rbZv365XXnlFn332mTZt2qTf/e532rp1q3MMOdcNGNwzxo4da5YsWeLSNmLECLNq1SofRYSuqrKy0kgyBQUFxhhjmpubTUREhNm4caNzTG1trendu7fZvn27r8JEJ1ddXW1iYmJMfn6+mTx5sklLSzPGkG/wvOeee85MnDjxtv3kHDztkUceMQsXLnRp+8lPfmLmzp1rjCHnugtmpO4R9fX1KikpUXJyskt7cnKyjh496qOo0FVVVVVJkvr27StJOnPmjM6fP++SfzabTZMnTyb/cNeWLl2qRx55RFOnTnVpJ9/gaXl5eUpMTNRPf/pThYWFKT4+Xq+99pqzn5yDp02cOFF/+ctf9MUXX0iSTp48qQ8//FApKSmSyLnuwt/XAaDFhQsX1NTUpPDwcJf28PBwnT9/3kdRoSsyxig9PV0TJ07UmDFjJMmZY7fKv3//+99ejxGd3xtvvKHjx4+ruLi4VR/5Bk8rLy9XTk6O0tPT9etf/1pFRUV69tlnZbPZ9MQTT5Bz8LjnnntOVVVVGjFihPz8/NTU1KQXX3xRjz/+uCQ+57oLCql7jMVicXltjGnVBnTEM888o08++UQffvhhqz7yD57w1VdfKS0tTQcPHlRgYOBtx5Fv8JTm5mYlJiZqw4YNkqT4+HidOnVKOTk5euKJJ5zjyDl4yptvvqldu3Zp9+7dGj16tE6cOKFly5Zp0KBBmj9/vnMcOde1cWnfPaJ///7y8/NrNftUWVnZ6q8ZwN36xS9+oby8PB05ckRDhgxxtkdEREgS+QePKCkpUWVlpRISEuTv7y9/f38VFBTo97//vfz9/Z05Rb7BUwYOHKhRo0a5tI0cOdK5WBOfcfC0lStXatWqVfr5z3+u+++/X/PmzdPy5cuVlZUliZzrLiik7hEBAQFKSEhQfn6+S3t+fr7Gjx/vo6jQVRhj9Mwzz2jPnj06fPiwhg0b5tI/bNgwRUREuORffX29CgoKyD+47Qc/+IE+/fRTnThxwrklJiYqNTVVJ06cUHR0NPkGj5owYUKrr3T44osvFBUVJYnPOHje9evX1aOH63+j/fz8nMufk3PdA5f23UPS09M1b948JSYmaty4ccrNzVVFRYWWLFni69DQyS1dulS7d+/WO++8I7vd7vwLWe/evRUUFOT8jp8NGzYoJiZGMTEx2rBhg4KDgzVnzhwfR4/Oxm63O++/uyEkJET9+vVztpNv8KTly5dr/Pjx2rBhg2bPnq2ioiLl5uYqNzdXkviMg8fNnDlTL774ooYOHarRo0ertLRU2dnZWrhwoSRyrtvw4YqBuIVXX33VREVFmYCAAPPggw86l6cGOkLSLbcdO3Y4xzQ3N5u1a9eaiIgIY7PZzKRJk8ynn37qu6DRpXx7+XNjyDd43rvvvmvGjBljbDabGTFihMnNzXXpJ+fgSQ6Hw6SlpZmhQ4eawMBAEx0dbVavXm3q6uqcY8i5rs9ijDG+LOQAAAAAoLPhHikAAAAAcBOFFAAAAAC4iUIKAAAAANxEIQUAAAAAbqKQAgAAAAA3UUgBAAAAgJsopAAAAADATRRSAAAAAOAmCikAgMd88MEHslgsunLliq9DuWd95zvf0csvv9zh45SVlSkiIkLV1dVtjt23b5/i4+PV3Nzc4fMCAFpQSAEA2m3BggWyWCyyWCyyWq2Kjo7WihUrdO3aNV+HdkdTpkyRxWLRxo0bW/WlpKTIYrEoIyPDK7EUFxfrqaee6vBxVq9eraVLl8putzvbXnvtNUVFRemBBx7Q3/72N2f7jBkzZLFYtHv37g6fFwDQgkIKAOCW6dOn69y5cyovL9cLL7ygbdu2acWKFb4Oq02RkZHasWOHS9vZs2d1+PBhDRw4sEPHNsaosbGxXWMHDBig4ODgDp3vP//5j/Ly8vTkk0862yoqKrRp0ya98cYbWrNmjRYtWuSyz5NPPqmtW7d26LwAgG9QSAEA3GKz2RQREaHIyEjNmTNHqamp2rt3r8uYkpISJSYmKjg4WOPHj1dZWZmz78svv9SsWbMUHh6unj176qGHHtKhQ4dc9t+2bZtiYmIUGBio8PBwPfbYY84+Y4w2bdqk6OhoBQUFKS4uTm+//Xabcc+YMUMXL17URx995GzbuXOnkpOTFRYW5jJ2165dSkxMlN1uV0REhObMmaPKykpn/41LGA8cOKDExETZbDYVFhaqurpaqampCgkJ0cCBA7VlyxZNmTJFy5Ytc+5786V9FotFf/jDH/Too48qODhYMTExysvLu+N7+eMf/6i4uDgNGTLE2eZwOBQaGqrY2FglJCSopqbGZZ8f/ehHKioqUnl5eZs/KwBA2yikAAAdEhQUpIaGBpe21atXa/PmzTp27Jj8/f21cOFCZ9/Vq1eVkpKiQ4cOqbS0VNOmTdPMmTNVUVEhSTp27JieffZZZWZmqqysTH/+8581adIk5/5r1qzRjh07lJOTo1OnTmn58uWaO3euCgoK7hhnQECAUlNTXWaldu7c6RLbDfX19Vq/fr1OnjypvXv36syZM1qwYEGrcb/85S+VlZWlzz77TLGxsUpPT9dHH32kvLw85efnq7CwUMePH2/zZ7hu3TrNnj1bn3zyiVJSUpSamqpLly7ddvxf//pXJSYmurSNGTNGcXFx6t27t0aPHq0XXnjBpT8qKkphYWEqLCxsMx4AQDsYAADaaf78+WbWrFnO13//+99Nv379zOzZs40xxhw5csRIMocOHXKOee+994wkU1NTc9vjjho1ymzdutUYY8yf/vQn06tXL+NwOFqNu3r1qgkMDDRHjx51aV+0aJF5/PHHb3v8yZMnm7S0NHPy5Eljt9vN1atXTUFBgQkLCzP19fUmLi7OrF279rb7FxUVGUmmurra5X3u3bvXOcbhcBir1WreeustZ9uVK1dMcHCwSUtLc7ZFRUWZLVu2OF9LMmvWrHF5jxaLxbz//vu3jScuLs5kZmbesu/ChQvm+vXrt+yLj483GRkZtz0uAKD9/H1axQEAOp19+/apZ8+eamxsVENDg2bNmtXq3pvY2Fjn8xv3H1VWVmro0KG6du2a1q1bp3379uns2bNqbGxUTU2Nc0YqKSlJUVFRio6O1vTp0zV9+nTnZW+nT59WbW2tkpKSXM5XX1+v+Pj4NmOPjY1VTEyM3n77bR05ckTz5s2T1WptNa60tFQZGRk6ceKELl265FztrqKiQqNGjXKO+/asUHl5uRoaGjR27FhnW+/evXXfffe1K64bQkJCZLfbXS4lvFlNTY0CAwNv2devX7/b7hcUFKTr16+3GQ8AoG0UUgAAt3z/+99XTk6OrFarBg0adMtC5NttFotFkpzFyMqVK3XgwAG99NJLGj58uIKCgvTYY4+pvr5ekmS323X8+HF98MEHOnjwoJ5//nllZGSouLjYeYz33ntPgwcPdjmnzWZrV/wLFy7Uq6++qtOnT6uoqKhV/7Vr15ScnKzk5GTt2rVLAwYMUEVFhaZNm+aM8YaQkBDnc2OMy/u9uf1Obv4ZWiyWOy5V3r9/f12+fLnN497s0qVLGjBggNv7AQBao5ACALglJCREw4cPv+v9CwsLtWDBAj366KOSWu6Z+te//uUyxt/fX1OnTtXUqVO1du1ahYaG6vDhw0pKSpLNZlNFRYUmT558V+efM2eOVqxYobi4OJfZpRs+//xzXbhwQRs3blRkZKSklvu22vLd735XVqtVRUVFzv0cDof++c9/3nWstxMfH6/Tp0+7tU9tba2+/PLLds3cAQDaRiEFAPCq4cOHa8+ePZo5c6YsFot+85vfuMy+7Nu3T+Xl5Zo0aZL69Omj/fv3q7m5Wffdd5/sdrtWrFih5cuXq7m5WRMnTpTD4dDRo0fVs2dPzZ8/v83z9+nTR+fOnbvlTJokDR06VAEBAdq6dauWLFmif/zjH1q/fn2bx7Xb7Zo/f75Wrlypvn37KiwsTGvXrlWPHj1azVJ11LRp07R48WI1NTXJz8+vXft8/PHHstlsGjdunEdjAYDuilX7AABetWXLFvXp00fjx4/XzJkzNW3aND344IPO/tDQUO3Zs0cPP/ywRo4cqe3bt+v111/X6NGjJUnr16/X888/r6ysLI0cOVLTpk3Tu+++q2HDhrU7htDQUJfL8r5twIAB2rlzp9566y2NGjVKGzdu1EsvvdSu42ZnZ2vcuHGaMWOGpk6dqgkTJmjkyJG3vZ/pbqWkpMhqtbZaNv5OXn/9daWmpnb4O6wAAC0spj0XbwMAALddu3ZNgwcP1ubNm1t9QW5Hbdu2Te+8844OHDjQ5tivv/5aI0aM0LFjx9wqOAEAt8elfQAAeEhpaak+//xzjR07VlVVVcrMzJQkzZo1y+Pneuqpp3T58mVVV1fLbrffceyZM2e0bds2iigA8CBmpAAA8JDS0lItXrxYZWVlCggIUEJCgrKzs3X//ff7OjQAgIdRSAEAAACAm1hsAgAAAADcRCEFAAAAAG6ikAIAAAAAN1FIAQAAAICbKKQAAAAAwE0UUgAAAADgJgopAAAAAHAThRQAAAAAuOn/AFB7czHm67+VAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Define a range for phase margin (typically between 0° and 90°)\n", - "phase_margin = np.linspace(0, 90, 100)\n", - "\n", - "# Calculate the damping ratio (zeta) from the phase margin\n", - "zeta = phase_margin / 100\n", - "\n", - "# Calculate percentage overshoot using the relationship for a second-order system\n", - "overshoot = 100 * np.exp(-np.pi * zeta / np.sqrt(1 - zeta**2))\n", - "\n", - "# Plot the relationship\n", - "plt.figure(figsize=(10, 6))\n", - "plt.plot(phase_margin, overshoot, color='blue', label='Percentage Overshoot')\n", - "\n", - "# Labels and title\n", - "plt.xlabel('Phase Margin (°)')\n", - "plt.ylabel('Percentage Overshoot (%)')\n", - "plt.title('Relationship between Phase Margin and Percentage Overshoot')\n", - "plt.grid(True)\n", - "plt.legend()\n", - "\n", - "# Show plot\n", - "plt.show()\n", - "\n", - "def plot_id_w(device_type, selected_gm_id, selected_L, chosen_vds, current):\n", - " \"\"\"Plot ID/W vs g_m/ID for the given device type (NMOS or PMOS) with selected parameters.\n", - " Additionally, calculate and return current/id_w_value.\"\"\"\n", - " \n", - " # Choose the correct lookup based on the device type\n", - " if device_type == 'nmos':\n", - " lookup_fn = nmos_lv.look_up\n", - " elif device_type == 'pmos':\n", - " lookup_fn = pmos_lv.look_up\n", - " else:\n", - " raise ValueError(\"Invalid device type. Use 'nmos' or 'pmos'.\")\n", - "\n", - " # Lookup ID/W value for the selected GM ID and length\n", - " id_w_value = lookup_fn('ID_W', GM_ID=selected_gm_id, L=selected_L, VDS=chosen_vds)\n", - " \n", - " # Calculate current/id_w_value\n", - " current_id_ratio = current / id_w_value if id_w_value != 0 else None\n", - "\n", - " # Generate GM IDs for the plot\n", - " gm_ids = np.arange(3, 15 + 0.1, 0.1)\n", - " id_w = lookup_fn('ID_W', GM_ID=gm_ids, L=selected_L, VDS=chosen_vds)\n", - "\n", - " # Plotting\n", - " plt.figure()\n", - " plt.plot(gm_ids, id_w, label=f'L = {selected_L}')\n", - " plt.axhline(y=id_w_value, color='green', linestyle='--', label=f\"$I_D/W={id_w_value:.2e}$\")\n", - " plt.plot(selected_gm_id, id_w_value, 'ro') \n", - " plt.text(selected_gm_id + 0.2, id_w_value, f\"$I_D/W={id_w_value:.2e}$\", color='green')\n", - " plt.ylabel(r\"$I_D/W$\")\n", - " plt.xlabel(r\"$g_m/I_D$\")\n", - " plt.title(rf'$I_D/W$ vs. $g_m/I_D$ for $L = {selected_L}$')\n", - " plt.legend([f'L = {selected_L}']) \n", - " plt.show()\n", - "\n", - " return current_id_ratio\n", - "\n", - "def determine_inversion_region(gm_id_value, device_type):\n", - " \"\"\"Determine the inversion region based on gm/id value for NMOS or PMOS.\"\"\"\n", - " if device_type == 'nmos':\n", - " if gm_id_value > 20:\n", - " return \"Weak Inversion\"\n", - " elif 10 < gm_id_value <= 20:\n", - " return \"Moderate Inversion\"\n", - " else:\n", - " return \"Strong Inversion\"\n", - " elif device_type == 'pmos':\n", - " if gm_id_value > 20:\n", - " return \"Weak Inversion\"\n", - " elif 10 < gm_id_value <= 20:\n", - " return \"Moderate Inversion\"\n", - " else:\n", - " return \"Strong Inversion\"\n", - " else:\n", - " raise ValueError(\"Invalid device type. Use 'nmos' or 'pmos'.\")\n", - "\n", - "\n", - "def dB_to_linear(av_db):\n", - " return 10 ** (av_db / 20)\n", - "\n", - "def display_current(Id_value):\n", - " \"\"\"Determine the current value and its unit.\"\"\"\n", - " if Id_value < 1e-6:\n", - " return Id_value * 1e9, \"nA\" # Convert to nA\n", - " elif Id_value < 1e-3:\n", - " return Id_value * 1e6, \"μA\" # Convert to μA\n", - " else:\n", - " return Id_value * 1e3, \"mA\" # Convert to mA\n", - "\n", - "def display_resistance(ro_value):\n", - " \"\"\"Determine the resistance value and its unit.\"\"\"\n", - " if ro_value < 1e3:\n", - " return ro_value, \"Ω\"\n", - " elif ro_value < 1e6:\n", - " return ro_value / 1e3, \"kΩ\"\n", - " elif ro_value < 1e9:\n", - " return ro_value / 1e6, \"MΩ\"\n", - " else:\n", - " return ro_value / 1e9, \"GΩ\"\n", - "\n", - "\n", - "def calculate_missing_resistor(R_eq, R_known):\n", - " \"\"\"\n", - " Calculate the missing resistor value in a parallel resistor configuration.\n", - "\n", - " Parameters:\n", - " R_eq (float): The equivalent resistance (R_eq).\n", - " R_known (float): The known resistor value (R1 or R2).\n", - "\n", - " Returns:\n", - " float: The calculated missing resistor value (R2).\n", - " \"\"\"\n", - " if R_eq >= R_known:\n", - " raise ValueError(\"Equivalent resistance must be less than the known resistor.\")\n", - " \n", - " # Calculate the missing resistor value\n", - " R_missing = (R_eq * R_known) / (R_known - R_eq)\n", - " return R_missing\n", - "\n", - "\n", - "def find_length_for_gm_gds(gm_id_target, gm_gds_target):\n", - " idx = np.abs(gm_ids - gm_id_target).argmin()\n", - " gm_gds_at_id = gm_gds[:, idx] \n", - "\n", - " interpolation = interp1d(gm_gds_at_id, Ls, bounds_error=False, fill_value=\"extrapolate\")\n", - " length_result = interpolation(gm_gds_target)\n", - " return length_result\n" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "0959ee84-0efd-43c4-8ad9-5dfee7f0cb05", - "metadata": {}, - "outputs": [], - "source": [ - "# Define design parameters\n", - "CL = 150e-15 # Load capacitance (F)\n", - "CC = 0.3 * CL # Miller compensation capacitor for approx. 65° phase margin\n", - "Av_min_db = 50 # Minimum required gain in dB\n", - "GBW = 10e6 # Gain-bandwidth product (Hz)\n", - "f_dominant = 200e3 # Dominant frequency (Hz" - ] - }, - { - "cell_type": "markdown", - "id": "8aee2976-4701-4da1-aed5-6d21a2386c08", - "metadata": {}, - "source": [ - "# Identifying Circuit equations\n", - "Amplification of the first stage is given as \n", - "\n", - "$$ Av_1 = g_{m1,2}\\cdot (r_{o1}\\vert \\vert r_{o2})$$\n", - "\n", - "we see that the transconductance in the current mirror are equal so we can write\n", - "\n", - "$$g_{m7} = g_{m8}$$\n", - "\n", - "and the first stage will then have the following poles\n", - "\n", - "$$f_{stage1:mirror} = \\frac{g_{m7,8}}{4 \\pi C_{gs7}} $$ \n", - "\n", - "$$f_{stage1:Output} = \\frac{1}{2\\pi\\cdot R_{out1}\\cdot C_C \\cdot(1+A_2)}$$\n", - "\n", - "\n", - "For the second stage the amplification is similar to the first stage now just for the output transistors\n", - "\n", - "$$Av_2 = g_{m5}\\cdot (r_{o5} \\vert \\vert r_{o6})$$\n", - "\n", - "and due to the miller compensation we see that the output transistor is diode connected, which creates a low impedance node, i.e a non dominant pole given as\n", - "\n", - "$$f_{stage2: output} = \\frac{g_{m5}}{2\\pi \\cdot C_L}$$" - ] - }, - { - "cell_type": "markdown", - "id": "ef8a33c9-cb48-4166-8eb4-7918db0b2c58", - "metadata": {}, - "source": [ - "# Designing the Output stage first" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "22401508-6f9f-4c64-b0d4-5a98f74197ba", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Output Stage Overview:\n", - "==============================\n", - "Output current: 942.48 nA\n", - "Minimum output impedance of output stage: 1.06 MΩ\n", - "==============================\n" - ] - } - ], - "source": [ - "# Calculate gm5 and output current for M5\n", - "gm5 = GBW * 2 * np.pi * CL\n", - "gmid_5 = 10\n", - "Id_output = gm5 / gmid_5\n", - "\n", - "# Display output current\n", - "Id_display, unit_curr = display_current(Id_output)\n", - "print(\"\\nOutput Stage Overview:\")\n", - "print(\"=\" * 30)\n", - "print(f\"Output current: {Id_display:.2f} {unit_curr}\")\n", - "\n", - "# Calculate minimum output impedance for output stage\n", - "desired_gain_factor = 10\n", - "Rout2 = desired_gain_factor / gm5\n", - "print(f\"Minimum output impedance of output stage: {display_resistance(Rout2)[0]:.2f} {display_resistance(Rout2)[1]}\")\n", - "print(\"=\" * 30)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "55838e16-9288-40ee-aa42-e5716ce6077a", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "chosen_vds = 0.6 # Choose VDS for biasing\n", - "gm_ids = np.arange(3, 15.1, 0.1)\n", - "Ls = np.arange(1, 11, 1)\n", - "gm_gds = nmos_lv.look_up('GM_GDS', GM_ID=gm_ids, L=Ls, VDS=chosen_vds, VSB=0)\n", - "\n", - "gm_id_chosen = gmid_5\n", - "L_5 = 9.8\n", - "gmro_5 = nmos_lv.look_up('GM_GDS', GM_ID=gm_id_chosen, L=L_5, VDS=chosen_vds, VSB=0)\n", - "\n", - "plt.figure()\n", - "plt.plot(gm_ids, gm_gds.T)\n", - "plt.ylabel(r\"$g_m/g_{DS}$\")\n", - "plt.xlabel(r\"$g_m/I_D$\")\n", - "plt.title(f\"$g_m/g_{{DS}}$ vs. $g_m/I_D$ for $V_{{DS}}={chosen_vds}$ V\")\n", - "plt.legend(np.around(Ls, 2))\n", - "plt.scatter(gm_id_chosen, gmro_5, color='red', label=f\"Chosen Point (GM_ID={gm_id_chosen}, L={L_5}, g_m/g_DS={gmro_5:.2f})\")\n", - "plt.legend()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "66ced1f8-4376-4ba3-959a-24dc059e4255", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Output Impedance of M5 with chosen L and gmid: 1.16 MΩ\n", - "Output Impedance of M5 with chosen L and gmid: 1.16 MΩ\n" - ] - } - ], - "source": [ - "# Calculate output impedance of M5 with chosen gmro\n", - "ro_5 = gmro_5 / gm5\n", - "ro_display, unit = display_resistance(ro_5)\n", - "print(f\"Output Impedance of M5 with chosen L and gmid: {ro_display:.2f} {unit}\")\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "ee83aca6-dbcb-4d44-be33-2de527f8ab86", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "chosen_vds = 1.2/2 # i Choose half vdd to bias the output propally and get maximum output swing\n", - "\n", - "# Now we plot the intrinsic gain to see if it's possible for our NMOS\n", - "gm_ids = np.arange(3, 11+0.1, 0.1)\n", - "Ls = [1.0,2.0,3.0,4.0,5.0,6.0, 7.0,8.0,9.0 ,10.0]\n", - "\n", - "# Include the VDS parameter in the look_up function\n", - "gm_gds = pmos_lv.look_up('GM_GDS', GM_ID=gm_ids, L=Ls, VDS=chosen_vds, VSB = 0)\n", - "\n", - "plt.figure()\n", - "plt.plot(gm_ids, gm_gds.T)\n", - "plt.ylabel(r\"$g_m/g_{DS}$\")\n", - "plt.xlabel(r\"$g_m/I_D$\")\n", - "plt.title(r'$g_m/g_{DS}$ vs. $g_m/I_D$ $for$ $V_{DS}=$' + str(chosen_vds) + 'V')\n", - "plt.legend(np.around(Ls, decimals=2))\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "516a01d3-bd73-4fc6-91ae-63bfa4197073", - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'gmro_6' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[20], line 7\u001b[0m\n\u001b[1;32m 5\u001b[0m ro_6 \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m20\u001b[39m \u001b[38;5;241m*\u001b[39m Rout2 \u001b[38;5;66;03m# Output impedance of ro_6\u001b[39;00m\n\u001b[1;32m 6\u001b[0m gm_id_chosen \u001b[38;5;241m=\u001b[39m gmid_6\n\u001b[0;32m----> 7\u001b[0m gm_gds_target \u001b[38;5;241m=\u001b[39m \u001b[43mgmro_6\u001b[49m\n\u001b[1;32m 8\u001b[0m L_6 \u001b[38;5;241m=\u001b[39m find_length_for_gm_gds(gm_id_chosen, gm_gds_target)\n\u001b[1;32m 9\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPMOS M6 Length for GM_ID=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mgm_id_chosen\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m, GM_GDS Target=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mgm_gds_target\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m: L=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mL_6\u001b[38;5;132;01m:\u001b[39;00m\u001b[38;5;124m.2f\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n", - "\u001b[0;31mNameError\u001b[0m: name 'gmro_6' is not defined" - ] - } - ], - "source": [ - "# Set PMOS M6 length based on gm/gds target\n", - "# Parameters for PMOS M6\n", - "gmid_6 = 6 # Strong inversion for high matching and output impedance\n", - "gm6 = gmid_6 * Id_output\n", - "ro_6 = 20 * Rout2 # Output impedance of ro_6\n", - "\n", - "gm_id_chosen = gmid_6\n", - "gm_gds_target = gmro_6\n", - "L_6 = find_length_for_gm_gds(gm_id_chosen, gm_gds_target)\n", - "print(f\"PMOS M6 Length for GM_ID={gm_id_chosen}, GM_GDS Target={gm_gds_target}: L={L_6:.2f}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "fb21b2c5-6fb9-4e7f-84f6-bc39229244de", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/modules/module_1_bandgap_reference/scripting/OTA_Alternative_Design_true.ipynb b/modules/module_1_bandgap_reference/scripting/OTA_Alternative_Design_true.ipynb deleted file mode 100644 index ed4fd541..00000000 --- a/modules/module_1_bandgap_reference/scripting/OTA_Alternative_Design_true.ipynb +++ /dev/null @@ -1,253 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "from pygmid import Lookup as lk\n", - "import numpy as np\n", - "from scipy.interpolate import interp1d\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib as mpl\n", - "from time import time\n", - "#path = '/home/pedersen/misc/gmid/configs_lv' # this is the path when using in the vm\n", - "from pathlib import Path\n", - "\n", - "path_local = Path('C:/Users/pedersen/Desktop/OpenDesingCourse/no_touch_files')" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_id_w(device_type, selected_gm_id, selected_L, chosen_vds, current):\n", - " \"\"\"Plot ID/W vs g_m/ID for the given device type (NMOS or PMOS) with selected parameters.\n", - " Additionally, calculate and return current/id_w_value.\"\"\"\n", - " \n", - " # Choose the correct lookup based on the device type\n", - " if device_type == 'nmos':\n", - " lookup_fn = nmos_lv.look_up\n", - " elif device_type == 'pmos':\n", - " lookup_fn = pmos_lv.look_up\n", - " else:\n", - " raise ValueError(\"Invalid device type. Use 'nmos' or 'pmos'.\")\n", - "\n", - " # Lookup ID/W value for the selected GM ID and length\n", - " id_w_value = lookup_fn('ID_W', GM_ID=selected_gm_id, L=selected_L, VDS=chosen_vds)\n", - " \n", - " # Calculate current/id_w_value\n", - " current_id_ratio = current / id_w_value if id_w_value != 0 else None\n", - "\n", - " # Generate GM IDs for the plot\n", - " gm_ids = np.arange(3, 15 + 0.1, 0.1)\n", - " id_w = lookup_fn('ID_W', GM_ID=gm_ids, L=selected_L, VDS=chosen_vds)\n", - "\n", - " # Plotting\n", - " plt.figure()\n", - " plt.plot(gm_ids, id_w, label=f'L = {selected_L}')\n", - " plt.axhline(y=id_w_value, color='green', linestyle='--', label=f\"$I_D/W={id_w_value:.2e}$\")\n", - " plt.plot(selected_gm_id, id_w_value, 'ro') \n", - " plt.text(selected_gm_id + 0.2, id_w_value, f\"$I_D/W={id_w_value:.2e}$\", color='green')\n", - " plt.ylabel(r\"$I_D/W$\")\n", - " plt.xlabel(r\"$g_m/I_D$\")\n", - " plt.title(rf'$I_D/W$ vs. $g_m/I_D$ for $L = {selected_L}$')\n", - " plt.legend([f'L = {selected_L}']) \n", - " plt.show()\n", - "\n", - " return current_id_ratio\n", - "\n", - "def determine_inversion_region(gm_id_value, device_type):\n", - " \"\"\"Determine the inversion region based on gm/id value for NMOS or PMOS.\"\"\"\n", - " if device_type == 'nmos':\n", - " if gm_id_value > 20:\n", - " return \"Weak Inversion\"\n", - " elif 10 < gm_id_value <= 20:\n", - " return \"Moderate Inversion\"\n", - " else:\n", - " return \"Strong Inversion\"\n", - " elif device_type == 'pmos':\n", - " if gm_id_value > 20:\n", - " return \"Weak Inversion\"\n", - " elif 10 < gm_id_value <= 20:\n", - " return \"Moderate Inversion\"\n", - " else:\n", - " return \"Strong Inversion\"\n", - " else:\n", - " raise ValueError(\"Invalid device type. Use 'nmos' or 'pmos'.\")\n", - "\n", - "\n", - "def dB_to_linear(av_db):\n", - " return 10 ** (av_db / 20)\n", - "\n", - "def display_current(Id_value):\n", - " \"\"\"Determine the current value and its unit.\"\"\"\n", - " if Id_value < 1e-6:\n", - " return Id_value * 1e9, \"nA\" # Convert to nA\n", - " elif Id_value < 1e-3:\n", - " return Id_value * 1e6, \"μA\" # Convert to μA\n", - " else:\n", - " return Id_value * 1e3, \"mA\" # Convert to mA\n", - "\n", - "def display_resistance(ro_value):\n", - " \"\"\"Determine the resistance value and its unit.\"\"\"\n", - " if ro_value < 1e3:\n", - " return ro_value, \"Ω\"\n", - " elif ro_value < 1e6:\n", - " return ro_value / 1e3, \"kΩ\"\n", - " elif ro_value < 1e9:\n", - " return ro_value / 1e6, \"MΩ\"\n", - " else:\n", - " return ro_value / 1e9, \"GΩ\"\n", - "\n", - "\n", - "def calculate_missing_resistor(R_eq, R_known):\n", - " \"\"\"\n", - " Calculate the missing resistor value in a parallel resistor configuration.\n", - "\n", - " Parameters:\n", - " R_eq (float): The equivalent resistance (R_eq).\n", - " R_known (float): The known resistor value (R1 or R2).\n", - "\n", - " Returns:\n", - " float: The calculated missing resistor value (R2).\n", - " \"\"\"\n", - " if R_eq >= R_known:\n", - " raise ValueError(\"Equivalent resistance must be less than the known resistor.\")\n", - " \n", - " # Calculate the missing resistor value\n", - " R_missing = (R_eq * R_known) / (R_known - R_eq)\n", - " return R_missing\n", - "\n", - "\n", - "def find_length_for_gm_gds(gm_id_target, gm_gds_target):\n", - " idx = np.abs(gm_ids - gm_id_target).argmin()\n", - " gm_gds_at_id = gm_gds[:, idx] \n", - "\n", - " interpolation = interp1d(gm_gds_at_id, Ls, bounds_error=False, fill_value=\"extrapolate\")\n", - " length_result = interpolation(gm_gds_target)\n", - " return length_result\n" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "pmos_lv = lk(os.path.join(path_local, '130p1vrvt.pkl'))\n", - "nmos_lv = lk(os.path.join(path_local, '130n1vrvt.pkl'))" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "# setup mpl\n", - "mpl.rcParams['axes.spines.right'] = False\n", - "mpl.rcParams['axes.spines.top'] = False\n", - "mpl.rcParams.update({\"axes.grid\" : True})" - ] - }, - { - "attachments": { - "image.png": { - "image/png": "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" - } - }, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "![image.png](attachment:image.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Specs" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "vdd = 1.2 # supply voltage\n", - "Cl = 1e-12 # load capacitance\n", - "current_max = 500e-6 # maximum current\n", - "Av = 75 # DC gain\n", - "GBW = 25e6 # gain bandwidth product\n", - "phase_margin = 60 # phase margin in degrees\n", - "slew_rate = 25e6 # slew rate in V/s" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Setting the gmid to barely meet the GBW and the SR of the input pairs\n", - "\n", - "$$GBW = \\frac{1}{2}\\left(\\frac{g_{m1}}{I_{D1}}\\right) \\cdot SR $$" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "gmid_12 = 12.56637061435917 which places the transistor in Moderate Inversion\n" - ] - } - ], - "source": [ - "gmid_12 = (2*(2*np.pi*GBW))/(slew_rate)\n", - "print(f'gmid_12 = {gmid_12:} which places the transistor in ' + determine_inversion_region(gmid_12, 'nmos'))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.5" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/modules/module_1_bandgap_reference/scripting/test.ipynb b/modules/module_1_bandgap_reference/scripting/test.ipynb deleted file mode 100644 index 04c3bf0e..00000000 --- a/modules/module_1_bandgap_reference/scripting/test.ipynb +++ /dev/null @@ -1,308 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "id": "54ce5e7b-3a0f-4df1-ab58-7e93856acec9", - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "#for windows\n", - "import sys\n", - "sys.path.append(r'C:\\Users\\pedersen\\gmid') # path to gmid repository\n", - "# ------\n", - "import matplotlib.pyplot as plt\n", - "from mosplot import load_lookup_table, LoadMosfet # make sure that mosplot can be found in the python path\n", - "import ipywidgets as widgets\n", - "from ipywidgets import interactive\n", - "from ipywidgets import interactive_output, HBox, VBox\n", - "import matplotlib.ticker as ticker " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4982b065-4d01-496e-8c46-3f9862bc07c5", - "metadata": {}, - "outputs": [], - "source": [ - "def plot_data_vs_data(x_values, y_values, length, x_axis_name, y_axis_name='y', y_multiplier=1, log=False):\n", - " x_values_flat = np.array(x_values).flatten() \n", - " y_values_flat = np.array(y_values, dtype=np.float64).flatten() \n", - " length_flat = np.array(length).flatten()\n", - "\n", - " unique_lengths = np.unique(length_flat)\n", - " unique_lengths_in_micro = unique_lengths * 1e6\n", - " \n", - " def update_plot(selected_length, x_value=None, y_value=None):\n", - " plt.figure(figsize=(8, 6)) # Ensure the plot is drawn fresh for each update\n", - "\n", - " if selected_length == \"Show All\":\n", - " mask = np.ones_like(length_flat, dtype=bool)\n", - " else:\n", - " selected_length_in_micro = float(selected_length.replace(' μm', ''))\n", - " tolerance = 0.1 \n", - " mask = np.abs(length_flat * 1e6 - selected_length_in_micro) < tolerance \n", - "\n", - " x_values_for_length = x_values_flat[mask]\n", - " y_values_for_length = y_values_flat[mask] * y_multiplier \n", - " length_for_length = length_flat[mask] * 1e6 \n", - "\n", - " if selected_length == \"Show All\":\n", - " for length_value in np.unique(length_for_length):\n", - " mask_all = (length_for_length == length_value)\n", - " plt.plot(x_values_for_length[mask_all], y_values_for_length[mask_all])\n", - "\n", - " min_length = np.min(unique_lengths_in_micro)\n", - " max_length = np.max(unique_lengths_in_micro)\n", - " plt.title(f'{y_axis_name} vs {x_axis_name} (Length from {min_length:.2f} μm to {max_length:.2f} μm)')\n", - "\n", - " else:\n", - " plt.plot(x_values_for_length, y_values_for_length)\n", - " plt.title(f'{y_axis_name} vs {x_axis_name} for {selected_length}')\n", - "\n", - " plt.xlabel(f'{x_axis_name}')\n", - " plt.ylabel(f'{y_axis_name}')\n", - "\n", - " if log:\n", - " plt.yscale('log')\n", - " plt.gca().yaxis.set_major_locator(ticker.LogLocator(base=10, subs=[], numticks=10))\n", - " plt.gca().yaxis.set_major_formatter(ticker.FuncFormatter(lambda x, _: f'$10^{int(np.log10(x))}$'))\n", - " plt.ylabel(f'{y_axis_name} (Log Base 10)') \n", - " \n", - " if y_value is not None and x_value_widget.disabled:\n", - " closest_index = np.abs(y_values_for_length - y_value).argmin()\n", - " closest_x = x_values_for_length[closest_index]\n", - " closest_y = y_values_for_length[closest_index]\n", - "\n", - " plt.scatter(closest_x, closest_y, color='blue', label=f'Point ({closest_x:.2f}, {closest_y:.2f})')\n", - " print(f\"The corresponding {x_axis_name} value for {y_axis_name} = {closest_y:.2f} is: {closest_x:.2f}\")\n", - " elif x_value is not None and y_value_widget.disabled:\n", - " closest_index = np.abs(x_values_for_length - x_value).argmin()\n", - " closest_x = x_values_for_length[closest_index]\n", - " closest_y = y_values_for_length[closest_index]\n", - " \n", - " plt.scatter(closest_x, closest_y, color='red', label=f'Point ({closest_x:.2f}, {closest_y:.2f})')\n", - " print(f\"The corresponding {y_axis_name} value for {x_axis_name} = {closest_x:.2f} is: {closest_y:.2f}\")\n", - "\n", - " plt.grid(True)\n", - " plt.legend()\n", - " plt.show()\n", - "\n", - " dropdown_options = [\"Show All\"] + [f'{length:.2f} μm' for length in unique_lengths_in_micro]\n", - " length_widget = widgets.Dropdown(\n", - " options=dropdown_options,\n", - " value=dropdown_options[0], \n", - " description='Select Length:',\n", - " )\n", - " \n", - " x_value_widget = widgets.FloatText(\n", - " value=np.mean(x_values_flat),\n", - " description=f\"Select {x_axis_name}:\",\n", - " disabled=False\n", - " )\n", - " \n", - " y_value_widget = widgets.FloatText(\n", - " value=None,\n", - " description=f\"Set {y_axis_name}:\",\n", - " disabled=True\n", - " )\n", - " \n", - " select_x_or_y_widget = widgets.Checkbox(\n", - " value=True,\n", - " description=f\"Select {x_axis_name} (uncheck for {y_axis_name})\",\n", - " )\n", - " \n", - " def toggle_x_or_y(change):\n", - " if change['new']:\n", - " x_value_widget.disabled = False\n", - " y_value_widget.disabled = True\n", - " else:\n", - " x_value_widget.disabled = True\n", - " y_value_widget.disabled = False\n", - " \n", - " select_x_or_y_widget.observe(toggle_x_or_y, names='value')\n", - "\n", - " output = interactive_output(update_plot, {\n", - " 'selected_length': length_widget, \n", - " 'x_value': x_value_widget, \n", - " 'y_value': y_value_widget\n", - " })\n", - "\n", - " display(VBox([length_widget, select_x_or_y_widget, HBox([x_value_widget, y_value_widget]), output]))\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3ec44e96-94a7-4aab-8dae-17dee091935e", - "metadata": {}, - "outputs": [], - "source": [ - "#pmos_lv_path = '/home/pedersen/gmid/models/gmoveridpypmos_gmid_final.npy'\n", - "#nmos_lv_path = '/home/pedersen/gmid/models/gmoveridpynmos_final_gmid.npy'\n", - "\n", - "# Windows paths\n", - "pmos_lv_path = r'C:\\Users\\pedersen\\Desktop\\OpenDesingCourse\\no_touch_files\\gmoveridpypmos_gmid_final.npy'\n", - "nmos_lv_path =r'C:\\Users\\pedersen\\Desktop\\OpenDesingCourse\\no_touch_files\\gmoveridpynmos_final_gmid.npy'" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "5f4e7bb2-ca5d-4a5a-a075-2249cfc9cfd6", - "metadata": {}, - "outputs": [], - "source": [ - "lookup_table_pmos = load_lookup_table(pmos_lv_path)\n", - "lookup_table_nmos = load_lookup_table(nmos_lv_path)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "134210f0-f439-453a-851a-db41cda3015b", - "metadata": {}, - "outputs": [], - "source": [ - "nmos = LoadMosfet(lookup_table=lookup_table_nmos, mos=\"nmos\", vsb=0.0, vds=0.6)\n", - "pmos = LoadMosfet(lookup_table=lookup_table_pmos, mos=\"pmos\", vsb=0, vds=-0.6, vgs=(-1.2, -0.1))" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "d3b19fee", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "eff5ad7f83e545f982959759e1fd06be", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(Dropdown(description='Select Length:', options=('Show All', '0.13 μm', '0.26 μm', '0.39 μm', '0…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "vgs_nmos = nmos.extracted_table['vgs']\n", - "id_values = nmos.extracted_table['id']\n", - "plot_data_vs_data(vgs_nmos, id_values, nmos.extracted_table['lengths'], 'Vgs', 'Id[mu A]', y_multiplier=1e6, log=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "dc67ba80-b9d7-4bc4-9167-22968d9cc33a", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "48e7de4c24964abb9d633c2daff1c51a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(Dropdown(description='Select Length:', options=('Show All', '0.13 μm', '0.26 μm', '0.39 μm', '0…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "id_values = nmos.extracted_table['id']\n", - "length = nmos.extracted_table['lengths']\n", - "gm = nmos.extracted_table['gm']\n", - "gds = nmos.extracted_table['gds']\n", - "gmro = gm/gds\n", - "gmid = gm/id_values\n", - "\n", - "plot_data_vs_data(gmid, gm/gds, length,'gmid','gmro')" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "2d8f8985-f28f-41d7-8915-07f97574b5ac", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "96e6bc75e82842159a1ae66652d4d8c8", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(Dropdown(description='Select Length:', options=('Show All', '0.13 μm', '0.26 μm', '0.39 μm', '0…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "id_values = nmos.extracted_table['id']\n", - "width = nmos.extracted_table['width']\n", - "length = nmos.extracted_table['lengths']\n", - "gm = nmos.extracted_table['gm']\n", - "gmid = gm/id_values\n", - "\n", - "plot_data_vs_data(gmid, id_values/width, length,'gmid','id/width', log = True)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "d57db53e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Width = 2.4999999999999998e-05\n" - ] - } - ], - "source": [ - "id = 16e-6\n", - "gmid = 9.86\n", - "length = 1.3e-6\n", - "id_over_width = 0.64\n", - "width = id/id_over_width\n", - "print(f\"Width = {width:}\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.5" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -}