{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "713e6fe0-322b-4792-9a5c-fac5d5050664",
   "metadata": {},
   "source": [
    "# Designing a power divider for wireless communications part 2: Adding harmonic suppression"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a59b0653-0ba6-47db-bb76-76955e3a07c4",
   "metadata": {},
   "source": [
    "The power divider is a key component in modern wireless communications systems. It is usually subject to key performance metrics such as low insertion loss, minimal crosstalk between output ports, and a small footprint. In addition, low pass or bandpass filters are typically incorporated in order to suppress unwanted harmonics and noise in wireless signals. These filters should have a sharp response, quantified by the roll-off rate (ROR), and a wide stopband. \n",
    "\n",
    "In this 3-part notebook series, we will simulate various stages of the design process of a Wilkinson power divider (WPD) created by Moloudian et al in [1]. \n",
    "* In [part one](https://www.flexcompute.com/tidy3d/examples/notebooks/WPDHarmonicSuppression1/), we started with a simple low pass filter design and improved its filter response in order to achieve a higher roll-off rate (ROR).\n",
    "* In part two (this notebook), we will add a harmonic suppression circuit to the low pass filter to achieve a wide stopband.\n",
    "* In [part three](https://www.flexcompute.com/tidy3d/examples/notebooks/WPDHarmonicSuppression3/), we will implement the full WPD design and compare its performance to a conventional WPD. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2e6b4eaf-907b-4f21-a237-36963a37f0cb",
   "metadata": {},
   "source": [
    "<center><img src=\"./img/wpdhs_2_render.png\" width=520 /></center>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "525e3c0e-715d-4f47-baea-0d457e483bbc",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tidy3d as td\n",
    "import tidy3d.rf as rf\n",
    "from tidy3d.plugins.dispersion import FastDispersionFitter\n",
    "\n",
    "td.config.logging.level = \"ERROR\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "669d4cfa-accf-4445-bad9-4db91e516d29",
   "metadata": {},
   "source": [
    "## General Parameters and Mediums"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "508850cc-2077-4953-a735-e58c50f7bf66",
   "metadata": {},
   "source": [
    "The bandwidth of the simulation is defined below. We set a relatively wide range (0.1-16 GHz) to examine the stopband behavior. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b4bb1b30-caf1-4351-8a71-fd91469214b8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:16.598591Z",
     "iopub.status.busy": "2025-12-05T21:43:16.598213Z",
     "iopub.status.idle": "2025-12-05T21:43:16.600752Z",
     "shell.execute_reply": "2025-12-05T21:43:16.600287Z"
    }
   },
   "outputs": [],
   "source": [
    "(f_min, f_max) = (0.1e9, 16e9)\n",
    "bandwidth = td.FreqRange.from_freq_interval(f_min, f_max)\n",
    "f0 = bandwidth.freq0\n",
    "freqs = bandwidth.freqs(num_points=601)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "98710caa-7b92-4139-afbb-2df558fd1422",
   "metadata": {},
   "source": [
    "The substrate is FR4 and the metallic traces are copper. We assume both materials have constant non-zero loss across the bandwidth: loss tangent of 0.022 for FR4 and conductivity of 6E7 S/m (i.e. 60 S/um) for copper. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a4fc1703-5f78-4651-8e91-eec76a135460",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:16.602071Z",
     "iopub.status.busy": "2025-12-05T21:43:16.601918Z",
     "iopub.status.idle": "2025-12-05T21:43:18.466697Z",
     "shell.execute_reply": "2025-12-05T21:43:18.466263Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b6618392784048179115533220a7282c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "med_FR4 = FastDispersionFitter.constant_loss_tangent_model(4.4, 0.022, (f_min, f_max))\n",
    "med_Cu = rf.LossyMetalMedium(conductivity=60, frequency_range=(f_min, f_max))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "29a7eb69-b5df-43c2-8d5b-97944ae693a0",
   "metadata": {},
   "source": [
    "## Modified Low-pass Filter"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "57830f2b-382f-44a0-82ff-7753922631d6",
   "metadata": {},
   "source": [
    "For more information on the design of the modified low pass filter, please refer to the [first notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/WPDHarmonicSuppression1/) in this series."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1daf92b0-2c47-49a3-971b-433d0521a4ef",
   "metadata": {},
   "source": [
    "### Structure"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f451b1a2-cf86-4cb4-ab2b-785d47c0070e",
   "metadata": {},
   "source": [
    "The dimensions of the modified low-pass filter is obtained from [1]. Some dimensions are missing and are estimated visually. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "87b7a4c0-6035-4c48-a25c-4122ae35c552",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:18.523807Z",
     "iopub.status.busy": "2025-12-05T21:43:18.523732Z",
     "iopub.status.idle": "2025-12-05T21:43:18.525922Z",
     "shell.execute_reply": "2025-12-05T21:43:18.525640Z"
    }
   },
   "outputs": [],
   "source": [
    "# Geometry dimensions\n",
    "mm = 1000  # Conversion mm to micron\n",
    "H = 0.8 * mm  # Substrate thickness\n",
    "T = 0.035 * mm  # Metal thickness\n",
    "\n",
    "# Resonator dimensions\n",
    "MA, MB, MC, MD = (3.9 * mm, 7.1 * mm, 3.1 * mm, 2.3 * mm)\n",
    "ME, MF, MG, MH = (0.6 * mm, 0.2 * mm, 1.2 * mm, 0.5 * mm)\n",
    "MJ, MK, MM, MN = (4.8 * mm, 0.3 * mm, 0.1 * mm, 0.7 * mm)\n",
    "MP, MQ, MR, MS = (0.1 * mm, 0.7 * mm, 0.4 * mm, 0.3 * mm)\n",
    "Lsub, Wsub = (2 * MC + MH, 2 * (MH + MK + MB))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "952bbbc4-efb5-4d43-a1a5-0d78f5ae832f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:18.526974Z",
     "iopub.status.busy": "2025-12-05T21:43:18.526879Z",
     "iopub.status.idle": "2025-12-05T21:43:18.534861Z",
     "shell.execute_reply": "2025-12-05T21:43:18.534445Z"
    }
   },
   "outputs": [],
   "source": [
    "# Resonator geometry\n",
    "geom_patch = td.Box.from_bounds(rmin=(-MA / 2, MH / 2 + MK, 0), rmax=(MA / 2, MH / 2 + MK + MB, T))\n",
    "geom_hole1 = td.Box.from_bounds(\n",
    "    rmin=(-MH / 2 - MN - MF - ME, MH / 2 + MK + MS, 0),\n",
    "    rmax=(-MH / 2 - MN - MF, MH / 2 + MK + MS + MG, T),\n",
    ")\n",
    "geom_hole2 = geom_hole1.translated(2 * (MF + MN) + MH + ME, 0, 0)\n",
    "geom_hole3 = td.Cylinder(center=(0, MH / 2 + MD + MQ, T / 2), radius=MR, length=T, axis=2)\n",
    "geom_hole4 = geom_hole3.translated(0, MQ + 2 * MR, 0)\n",
    "geom_hole5 = td.Box.from_bounds(\n",
    "    rmin=(-MA / 2 + 1.5 * MF, MH / 2 + MK + MS + MG + MQ, 0),\n",
    "    rmax=(-MA / 2 + 1.5 * MF + MM, MH / 2 + MK + MB - MP, T),\n",
    ")\n",
    "geom_hole6 = geom_hole5.translated(-2 * geom_hole5.center[0], 0, 0)\n",
    "geom_hole7 = td.Box.from_bounds(\n",
    "    rmin=(-MH / 2 - MN, MH / 2 + MK, 0), rmax=(MH / 2 + MN, MH / 2 + MD, T)\n",
    ")\n",
    "for hole in [geom_hole1, geom_hole2, geom_hole3, geom_hole4, geom_hole5, geom_hole6, geom_hole7]:\n",
    "    geom_patch -= hole\n",
    "\n",
    "geom_line1 = td.Box.from_bounds(rmin=(-MH / 2, MH / 2, 0), rmax=(MH / 2, MH / 2 + MD, T))\n",
    "geom_resonator_modified = td.GeometryGroup(geometries=[geom_line1, geom_patch])\n",
    "geom_feedline = td.Box.from_bounds(rmin=(-MH / 2 - MC, -MH / 2, 0), rmax=(MH / 2 + MC, MH / 2, T))\n",
    "\n",
    "# Substrate and ground\n",
    "x0, y0, z0 = geom_resonator_modified.bounding_box.center\n",
    "geom_sub = td.Box(center=(x0, y0, -H / 2), size=(Lsub, Wsub, H))\n",
    "geom_gnd = td.Box(center=(x0, y0, -H - T / 2), size=(Lsub, Wsub, T))\n",
    "\n",
    "# Structures\n",
    "str_resonator_modified = td.Structure(geometry=geom_resonator_modified, medium=med_Cu)\n",
    "str_feedline = td.Structure(geometry=geom_feedline, medium=med_Cu)\n",
    "str_sub = td.Structure(geometry=geom_sub, medium=med_FR4)\n",
    "str_gnd = td.Structure(geometry=geom_gnd, medium=med_Cu)\n",
    "str_list_modified = [str_sub, str_gnd, str_feedline, str_resonator_modified]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8171fce4-e997-4d61-baf5-67382a6a48d2",
   "metadata": {},
   "source": [
    "### Monitors and Ports"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "09d29307-41ae-4fc8-9150-462f67ab7d4c",
   "metadata": {},
   "source": [
    "We define an in-plane field monitor for visualization purposes. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "bb9fc740-6781-4328-8f4c-d4417df9e0f2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:18.535847Z",
     "iopub.status.busy": "2025-12-05T21:43:18.535751Z",
     "iopub.status.idle": "2025-12-05T21:43:18.537701Z",
     "shell.execute_reply": "2025-12-05T21:43:18.537328Z"
    }
   },
   "outputs": [],
   "source": [
    "# Field Monitors\n",
    "mon_1 = td.FieldMonitor(\n",
    "    center=(0, 0, 0),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    freqs=[f_min, f0, f_max],\n",
    "    name=\"field in-plane\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0dd017ef-72c7-4580-8a71-92d689ee11b6",
   "metadata": {},
   "source": [
    "The feedline is terminated by two 50 ohm lumped ports. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0215caba-0788-425c-a5f5-3c01995b766d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:18.538822Z",
     "iopub.status.busy": "2025-12-05T21:43:18.538652Z",
     "iopub.status.idle": "2025-12-05T21:43:18.540821Z",
     "shell.execute_reply": "2025-12-05T21:43:18.540559Z"
    }
   },
   "outputs": [],
   "source": [
    "# Lumped port\n",
    "lp_options = {\"size\": (0, MH, H), \"voltage_axis\": 2, \"impedance\": 50}\n",
    "LP1 = rf.LumpedPort(center=(-MH / 2 - MC, 0, -H / 2), name=\"LP1\", **lp_options)\n",
    "LP2 = rf.LumpedPort(center=(MH / 2 + MC, 0, -H / 2), name=\"LP2\", **lp_options)\n",
    "port_list = [LP1, LP2]  # List of ports"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be336cae-e4af-4650-931e-62e63085665a",
   "metadata": {},
   "source": [
    "### Grid and Boundary"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c95b2e60-ef2d-485d-80b6-8c63ccc389e7",
   "metadata": {},
   "source": [
    "By default, the simulation boundary is open (PML) on all sides. We add wavelength/4 padding on all sides to ensure the boundaries do not encroach on the near-field. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "825df94e-1935-4929-9bf9-46f8aea4daeb",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:18.541713Z",
     "iopub.status.busy": "2025-12-05T21:43:18.541627Z",
     "iopub.status.idle": "2025-12-05T21:43:18.543226Z",
     "shell.execute_reply": "2025-12-05T21:43:18.542937Z"
    }
   },
   "outputs": [],
   "source": [
    "# Add padding\n",
    "padding = td.C_0 / f0 / 2\n",
    "sim_LX = Lsub + padding\n",
    "sim_LY = Wsub + padding\n",
    "sim_LZ = H + padding"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ab265de0-3fe3-4d22-9f89-b7a780838051",
   "metadata": {},
   "source": [
    "We use `LayerRefinementSpec` to automatically refine the grid along corners and edges of the metallic traces. The rest of the grid is automatically created with the minimum grid size determined by the wavelength. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3f75a82a-a939-4391-83d2-76f5610c0cbc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:18.544199Z",
     "iopub.status.busy": "2025-12-05T21:43:18.544108Z",
     "iopub.status.idle": "2025-12-05T21:43:18.546166Z",
     "shell.execute_reply": "2025-12-05T21:43:18.545907Z"
    }
   },
   "outputs": [],
   "source": [
    "# Layer refinement on resonator\n",
    "lr_spec = rf.LayerRefinementSpec.from_structures(\n",
    "    structures=[str_resonator_modified, str_feedline],\n",
    "    min_steps_along_axis=1,\n",
    "    corner_refinement=td.GridRefinement(dl=T, num_cells=2),\n",
    ")\n",
    "\n",
    "# Define overall grid spec\n",
    "grid_spec = td.GridSpec.auto(\n",
    "    wavelength=td.C_0 / f0,\n",
    "    min_steps_per_wvl=12,\n",
    "    layer_refinement_specs=[lr_spec],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6fbd0a93-e0db-4698-b701-a1528c8f6768",
   "metadata": {},
   "source": [
    "### Define Simulation and TerminalComponentModeler"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "89871887-212e-47f9-94d0-f12954451db1",
   "metadata": {},
   "source": [
    "We define the `Simulation` and `TerminalComponentModeler` objects below. The latter facilitates a batch port sweep in order to compute the full S-parameter matrix. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "eb39cb85-4b58-4201-bc07-95436c914512",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:18.547236Z",
     "iopub.status.busy": "2025-12-05T21:43:18.547146Z",
     "iopub.status.idle": "2025-12-05T21:43:18.570274Z",
     "shell.execute_reply": "2025-12-05T21:43:18.569764Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define simulation object\n",
    "sim = td.Simulation(\n",
    "    center=(x0, y0, z0),\n",
    "    size=(sim_LX, sim_LY, sim_LZ),\n",
    "    structures=str_list_modified,\n",
    "    grid_spec=grid_spec,\n",
    "    monitors=[mon_1],\n",
    "    run_time=6e-9,\n",
    "    plot_length_units=\"mm\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "7b146e9e-8674-4e8f-b0f3-388618d4dfd7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:18.571394Z",
     "iopub.status.busy": "2025-12-05T21:43:18.571298Z",
     "iopub.status.idle": "2025-12-05T21:43:18.573336Z",
     "shell.execute_reply": "2025-12-05T21:43:18.572977Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define TerminalComponentModeler\n",
    "tcm = rf.TerminalComponentModeler(\n",
    "    simulation=sim,\n",
    "    ports=port_list,\n",
    "    freqs=freqs,\n",
    "    remove_dc_component=False,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "336db26a-5992-4540-ba50-0a21dd612513",
   "metadata": {},
   "source": [
    "### Visualization"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "88233bd0-0504-4b71-a33c-7413f4173ba5",
   "metadata": {},
   "source": [
    "The structure layout and simulation grid are visualized below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "19f44e16-2357-443f-b55a-17999b28abb6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:18.574332Z",
     "iopub.status.busy": "2025-12-05T21:43:18.574239Z",
     "iopub.status.idle": "2025-12-05T21:43:18.957870Z",
     "shell.execute_reply": "2025-12-05T21:43:18.957371Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# In-plane\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "tcm.plot_sim(z=0, ax=ax, monitor_alpha=0)\n",
    "tcm.simulation.plot_grid(z=0, ax=ax, hlim=(-5 * mm, 5 * mm), vlim=(-5 * mm, 12 * mm))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "b44e5c51-d5ed-485e-9d88-210f3f183555",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:18.958918Z",
     "iopub.status.busy": "2025-12-05T21:43:18.958792Z",
     "iopub.status.idle": "2025-12-05T21:43:19.368128Z",
     "shell.execute_reply": "2025-12-05T21:43:19.367744Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Cross section and port\n",
    "fig, ax = plt.subplots(2, 1, figsize=(10, 6), tight_layout=True)\n",
    "tcm.plot_sim(x=-MH / 2 - MC, ax=ax[0], monitor_alpha=0)\n",
    "tcm.simulation.plot_grid(x=-MH / 2 - MC, ax=ax[0], hlim=(-2 * mm, 2 * mm), vlim=(-1 * mm, 0.1 * mm))\n",
    "tcm.plot_sim(y=0, ax=ax[1], monitor_alpha=0)\n",
    "tcm.simulation.plot_grid(y=0, ax=ax[1], hlim=(-5 * mm, 5 * mm), vlim=(-1 * mm, 0.1 * mm))\n",
    "ax[1].set_aspect(2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48d2ed75-27b4-4837-a34d-57ce95009ad6",
   "metadata": {},
   "source": [
    "### Running the Simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "55b9afeb-42ba-4611-abd7-c79b54c01d25",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:43:19.369327Z",
     "iopub.status.busy": "2025-12-05T21:43:19.369202Z",
     "iopub.status.idle": "2025-12-05T21:44:50.055351Z",
     "shell.execute_reply": "2025-12-05T21:44:50.054647Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:43:19 EST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'WPD modified resonator'</span> with resource_id             \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'sid-bb2b3aed-5263-42bb-b865-42114a0b768d'</span> and task_type           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'TERMINAL_CM'</span>.                                                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:43:19 EST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'WPD modified resonator'\u001b[0m with resource_id             \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'sid-bb2b3aed-5263-42bb-b865-42114a0b768d'\u001b[0m and task_type           \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'TERMINAL_CM'\u001b[0m.                                                     \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>View task using web UI at                                          \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/rf?taskId=pa-cae4f21d-7e58-4cd6-a9c7-b456fe3301ae\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/rf?taskId=pa-cae4f21d-7e58-4cd6-a9</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/rf?taskId=pa-cae4f21d-7e58-4cd6-a9c7-b456fe3301ae\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">c7-b456fe3301ae'</span></a>.                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                          \n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=930261;https://tidy3d.simulation.cloud/rf?taskId=pa-cae4f21d-7e58-4cd6-a9c7-b456fe3301ae\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/rf?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=546924;https://tidy3d.simulation.cloud/rf?taskId=pa-cae4f21d-7e58-4cd6-a9c7-b456fe3301ae\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=930261;https://tidy3d.simulation.cloud/rf?taskId=pa-cae4f21d-7e58-4cd6-a9c7-b456fe3301ae\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=474309;https://tidy3d.simulation.cloud/rf?taskId=pa-cae4f21d-7e58-4cd6-a9c7-b456fe3301ae\u001b\\\u001b[32mpa\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=930261;https://tidy3d.simulation.cloud/rf?taskId=pa-cae4f21d-7e58-4cd6-a9c7-b456fe3301ae\u001b\\\u001b[32m-cae4f21d-7e58-4cd6-a9\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=930261;https://tidy3d.simulation.cloud/rf?taskId=pa-cae4f21d-7e58-4cd6-a9c7-b456fe3301ae\u001b\\\u001b[32mc7-b456fe3301ae'\u001b[0m\u001b]8;;\u001b\\.                                                  \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/f89aec3e-3357-4624-9c24-096a87582f12\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=555461;https://tidy3d.simulation.cloud/folders/f89aec3e-3357-4624-9c24-096a87582f12\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                            \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ec5e6a4494354945af0a45f9d3012d62",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:43:27 EST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.244</span>. Minimum cost depends on task       \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> after run.         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:43:27 EST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.244\u001b[0m. Minimum cost depends on task       \n",
       "\u001b[2;36m             \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m after run.         \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:43:28 EST </span>Subtasks status - WPD modified resonator                           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Group ID: <span style=\"color: #008000; text-decoration-color: #008000\">'pa-cae4f21d-7e58-4cd6-a9c7-b456fe3301ae'</span>                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:43:28 EST\u001b[0m\u001b[2;36m \u001b[0mSubtasks status - WPD modified resonator                           \n",
       "\u001b[2;36m             \u001b[0mGroup ID: \u001b[32m'pa-cae4f21d-7e58-4cd6-a9c7-b456fe3301ae'\u001b[0m                \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "75b8353035c4495d8162ac3f970f66a9",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Batch status = preprocess                                          \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mBatch status = preprocess                                          \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:43:34 EST </span>Batch status = running                                             \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:43:34 EST\u001b[0m\u001b[2;36m \u001b[0mBatch status = running                                             \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:44:34 EST </span>Batch status = postprocess                                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:44:34 EST\u001b[0m\u001b[2;36m \u001b[0mBatch status = postprocess                                         \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:44:47 EST </span>Modeler has finished running successfully.                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:44:47 EST\u001b[0m\u001b[2;36m \u001b[0mModeler has finished running successfully.                         \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Billed flex credit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.107</span>.                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mBilled flex credit cost: \u001b[1;36m0.107\u001b[0m.                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c7eaa253b84f4ac4b7f36380404b0515",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:44:49 EST </span>Loading component modeler data from data/tcm_data_modified.hdf5    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:44:49 EST\u001b[0m\u001b[2;36m \u001b[0mLoading component modeler data from data/tcm_data_modified.hdf5    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tcm_data_modified = td.web.run(\n",
    "    tcm, task_name=\"WPD modified resonator\", path=\"data/tcm_data_modified.hdf5\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bfb6a752-2b6c-4492-ad32-cc08f6257c64",
   "metadata": {},
   "source": [
    "### Results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8662c649-1947-4f09-b662-f38822d2cb9e",
   "metadata": {},
   "source": [
    "#### Field Profile"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "49bf2be2-69fc-47a1-a368-c324d5286d07",
   "metadata": {},
   "source": [
    "The simulation monitor data is stored as `dict` values in the `data` attribute of the `TerminalComponentModelerData` instance. Use the port name as the key to access the data associated with the respective port excitation. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "a66c6566-8a7f-47b1-b02d-3f4daa1146f8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:50.544139Z",
     "iopub.status.busy": "2025-12-05T21:44:50.544045Z",
     "iopub.status.idle": "2025-12-05T21:44:50.545824Z",
     "shell.execute_reply": "2025-12-05T21:44:50.545500Z"
    }
   },
   "outputs": [],
   "source": [
    "sim_data = tcm_data_modified.data[\"LP1\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "abd6f414-4829-4866-83f8-d903f56dd278",
   "metadata": {},
   "source": [
    "The field amplitude profiles at the minimum and middle frequency points are shown below. The points lie respectively within the pass- and stopbands. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "adee3033-e433-4fb5-9e1d-bbb3bd125ebc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:50.546776Z",
     "iopub.status.busy": "2025-12-05T21:44:50.546634Z",
     "iopub.status.idle": "2025-12-05T21:44:51.242032Z",
     "shell.execute_reply": "2025-12-05T21:44:51.241614Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Field plots\n",
    "fig, ax = plt.subplots(1, 2, figsize=(10, 6), tight_layout=True)\n",
    "sim_data.plot_field(\"field in-plane\", \"E\", val=\"abs\", f=f_min, ax=ax[0])\n",
    "ax[0].set_title(f\"Field magnitude at f={f_min / 1e9:.1f} GHz\")\n",
    "sim_data.plot_field(\"field in-plane\", \"E\", val=\"abs\", f=f0, ax=ax[1])\n",
    "ax[1].set_title(f\"Field magnitude at f={f0 / 1e9:.1f} GHz\")\n",
    "for axis in ax:\n",
    "    axis.set_xlim(-5 * mm, 5 * mm)\n",
    "    axis.set_ylim(-5 * mm, 12 * mm)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c776e503-518a-4404-8853-41c058ba6c30",
   "metadata": {},
   "source": [
    "#### S-parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "44c82cb4-cc50-4963-8e3d-4dd637bc32a7",
   "metadata": {},
   "source": [
    "We use the `port_in` and `port_out` coordinates to access the specific S-parameter from the full matrix. Note the use of `np.conjugate()` to convert from the default physics phase convention to the engineering convention. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "9ae6cd83-7bfe-4682-a3dd-6f59db17b888",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.243358Z",
     "iopub.status.busy": "2025-12-05T21:44:51.243246Z",
     "iopub.status.idle": "2025-12-05T21:44:51.359041Z",
     "shell.execute_reply": "2025-12-05T21:44:51.358442Z"
    }
   },
   "outputs": [],
   "source": [
    "smat = tcm_data_modified.smatrix()\n",
    "S11 = np.conjugate(smat.data.isel(port_in=0, port_out=0))\n",
    "S21 = np.conjugate(smat.data.isel(port_in=0, port_out=1))\n",
    "S11dB = 20 * np.log10(np.abs(S11))\n",
    "S21dB = 20 * np.log10(np.abs(S21))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "45b4c0f9-70f9-48c7-88f2-8b9d9455f335",
   "metadata": {},
   "source": [
    "The insertion and return losses are plotted below. While the modified filter presents a sharp rolloff and a deep resonance above 2 GHz, the signal suppression is less than ideal at higher frequencies (>5 GHz). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "651fbe75-daff-475a-a590-a675d84f7e34",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.360598Z",
     "iopub.status.busy": "2025-12-05T21:44:51.360459Z",
     "iopub.status.idle": "2025-12-05T21:44:51.560781Z",
     "shell.execute_reply": "2025-12-05T21:44:51.560367Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(10, 5), tight_layout=True)\n",
    "ax.plot(freqs / 1e9, S11dB, \"r\", label=\"|S11|$^2$\")\n",
    "ax.plot(freqs / 1e9, S21dB, \"b\", label=\"|S21|$^2$\")\n",
    "ax.set_title(\"Insertion and return loss\")\n",
    "ax.set_xlabel(\"f (GHz)\")\n",
    "ax.set_ylabel(\"dB\")\n",
    "ax.legend()\n",
    "ax.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5c25a5e1-e167-4759-8295-66ef1cd35d0a",
   "metadata": {},
   "source": [
    "## Harmonic Suppression Structure"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d78cf62e-bd74-4fca-8d2a-ad6f12b5ce77",
   "metadata": {},
   "source": [
    "In order to widen the stopband of the resonator, we introduce a harmonic suppression structure. The structure consists of a kinked feedline and five side resonator patches. The equivalent circuit is shown below. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5b9a6fff-9f48-48c6-a6a9-d9f8527d00e2",
   "metadata": {},
   "source": [
    "<center><img src=\"./img/wpdhs_2_schematic.png\" width=600 /></center>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e75ca83a-33c1-4b5e-9bc3-af5de429a19e",
   "metadata": {},
   "source": [
    "The figure above is taken from Figure 4 in [1].  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bcd60d58-62df-4f38-86e0-b133232b0739",
   "metadata": {},
   "source": [
    "### Structure"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5197eda0-2ccc-4ed9-8cf6-5e028f1445d1",
   "metadata": {},
   "source": [
    "The geometry dimensions, where available, are taken from [1]. Some dimensions are missing and are instead estimated visually."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "945b89c7-61eb-4c9c-adef-d1758e3b3f6c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.561919Z",
     "iopub.status.busy": "2025-12-05T21:44:51.561802Z",
     "iopub.status.idle": "2025-12-05T21:44:51.563989Z",
     "shell.execute_reply": "2025-12-05T21:44:51.563631Z"
    }
   },
   "outputs": [],
   "source": [
    "# Suppression structure dimensions\n",
    "SA, SB, SC, SD = (3 * mm, 11.3 * mm, 4.4 * mm, 6.5 * mm)\n",
    "SE, SF, SG, SH = (2.7 * mm, 1 * mm, 1.7 * mm, 3.7 * mm)\n",
    "SK, SL, SM, SN = (0.5 * mm, 1 * mm, 0.5 * mm, 4.6 * mm)\n",
    "SP, SQ, SR, SS, ST = (0.8 * mm, 1.5 * mm, 2 * mm, 5.9 * mm, 4.6 * mm)\n",
    "Lsub2, Wsub2 = (SB + 2 * SC, 2 * (SK + 2 * (SP + ST)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "54a66df7-3cc9-4146-a46c-fa4e0ef09f62",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.564913Z",
     "iopub.status.busy": "2025-12-05T21:44:51.564822Z",
     "iopub.status.idle": "2025-12-05T21:44:51.571190Z",
     "shell.execute_reply": "2025-12-05T21:44:51.570898Z"
    }
   },
   "outputs": [],
   "source": [
    "# Side patches\n",
    "def create_side_patch(x0, y0):\n",
    "    \"\"\"create side patch geometry with feed input centered at (x0, y0)\"\"\"\n",
    "    patch_vertices = [x0, y0] + np.array(\n",
    "        [\n",
    "            [SK / 2, 0],\n",
    "            [SK / 2, SP],\n",
    "            [SA / 2, SP],\n",
    "            [SA / 2, SP + ST],\n",
    "            [-SA / 2, SP + ST],\n",
    "            [-SA / 2, SP],\n",
    "            [-SK / 2, SP],\n",
    "            [-SK / 2, 0],\n",
    "        ]\n",
    "    )\n",
    "    patch_geom = td.PolySlab(vertices=patch_vertices, axis=2, slab_bounds=(0, T))\n",
    "    return patch_geom\n",
    "\n",
    "\n",
    "geom_patch1 = create_side_patch(-(SB + SA) / 2, SK / 2)\n",
    "geom_patch2 = geom_patch1.reflected((0, -1, 0)).translated(0, 0.3 * mm, 0)\n",
    "geom_patch3 = geom_patch1.reflected((1, 0, 0))\n",
    "geom_patch4 = geom_patch3.reflected((0, -1, 0)).translated(0, 0.3 * mm, 0)\n",
    "\n",
    "# Bent feedline\n",
    "half_bfl_vertices = np.array(\n",
    "    [\n",
    "        [-SD / 2, SK / 2],\n",
    "        [-SD / 2, -SR / 2 + SK / 2],\n",
    "        [-SD / 2 - SM, -SR / 2 + SK / 2],\n",
    "        [-SD / 2 - SM, (SR + SK) / 2],\n",
    "        [-SD / 2 - SM - SQ, (SR + SK) / 2],\n",
    "        [-SD / 2 - SM - SQ, SK / 2],\n",
    "        [-SB / 2 - SC, SK / 2],\n",
    "        [-SB / 2 - SC, -SK / 2],\n",
    "        [-SD / 2 - SM - SQ + SK, -SK / 2],\n",
    "        [-SD / 2 - SM - SQ + SK, SR / 2 - SK / 2],\n",
    "        [-SD / 2 - SM - SK, SR / 2 - SK / 2],\n",
    "        [-SD / 2 - SM - SK, -(SR + SK) / 2],\n",
    "        [-SD / 2 + SK, -(SR + SK) / 2],\n",
    "        [-SD / 2 + SK, -SK / 2],\n",
    "    ]\n",
    ")\n",
    "bfl_vertices = np.append(half_bfl_vertices, np.flip(half_bfl_vertices * [-1, 1], axis=0), axis=0)\n",
    "geom_bend_feedline = td.PolySlab(vertices=bfl_vertices, axis=2, slab_bounds=(0, T))\n",
    "\n",
    "# Bottom middle resonator\n",
    "bmres_vertices = np.array(\n",
    "    [\n",
    "        [-SK / 2, -SK / 2],\n",
    "        [-SK / 2, -SK / 2 - SN],\n",
    "        [-SK / 2 - SF, -SK / 2 - SN],\n",
    "        [-SK / 2 - SF, -SK / 2 - SN - SK + SH],\n",
    "        [-SS / 2, -SK / 2 - SN - SK + SH],\n",
    "        [-SS / 2, -SK / 2 - SN - SK],\n",
    "        [SS / 2, -SK / 2 - SN - SK],\n",
    "        [SS / 2, -SK / 2 - SN - SK + SH],\n",
    "        [SK / 2 + SF, -SK / 2 - SN - SK + SH],\n",
    "        [SK / 2 + SF, -SK / 2 - SN],\n",
    "        [SK / 2, -SK / 2 - SN],\n",
    "        [SK / 2, -SK / 2],\n",
    "    ]\n",
    ")\n",
    "geom_bottom_resonator = td.PolySlab(vertices=bmres_vertices, axis=2, slab_bounds=(0, T))\n",
    "\n",
    "# Group all harmonic suppression geometry objects\n",
    "geom_harmonic_suppression = td.GeometryGroup(\n",
    "    geometries=[\n",
    "        geom_patch1,\n",
    "        geom_patch2,\n",
    "        geom_patch3,\n",
    "        geom_patch4,\n",
    "        geom_bend_feedline,\n",
    "        geom_bottom_resonator,\n",
    "    ]\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "1e25999c-a7dd-47ac-bcae-4c52217355ae",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.572267Z",
     "iopub.status.busy": "2025-12-05T21:44:51.572176Z",
     "iopub.status.idle": "2025-12-05T21:44:51.574510Z",
     "shell.execute_reply": "2025-12-05T21:44:51.574234Z"
    }
   },
   "outputs": [],
   "source": [
    "# Create structures\n",
    "str_sub2 = td.Structure(\n",
    "    geometry=td.Box(center=(0, 0, -H / 2), size=(Lsub2, Wsub2, H)), medium=med_FR4\n",
    ")\n",
    "str_gnd2 = td.Structure(\n",
    "    geometry=td.Box(center=(0, 0, -H - T / 2), size=(Lsub2, Wsub2, T)), medium=med_Cu\n",
    ")\n",
    "str_harmonic_suppression = td.Structure(geometry=geom_harmonic_suppression, medium=med_Cu)\n",
    "\n",
    "str_list_harmonic_suppression = [\n",
    "    str_sub2,\n",
    "    str_gnd2,\n",
    "    str_harmonic_suppression,\n",
    "    str_resonator_modified,\n",
    "]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "47647de5-d73b-4cd2-ac68-7cb3514d9afc",
   "metadata": {},
   "source": [
    "### Monitors and Ports"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3cad964a-e992-4cd1-b7b8-742076a599c4",
   "metadata": {},
   "source": [
    "We will reuse the monitor defined in the previous section. The lumped ports are shifted slightly to account for the new substrate size. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "251463c3-7088-4534-80b4-dd2aa5405e35",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.575521Z",
     "iopub.status.busy": "2025-12-05T21:44:51.575434Z",
     "iopub.status.idle": "2025-12-05T21:44:51.577524Z",
     "shell.execute_reply": "2025-12-05T21:44:51.577169Z"
    }
   },
   "outputs": [],
   "source": [
    "# Lumped port\n",
    "lp_options = {\"size\": (0, SK, H), \"voltage_axis\": 2, \"impedance\": 50}\n",
    "LP1 = rf.LumpedPort(center=(-Lsub2 / 2, 0, -H / 2), name=\"LP1\", **lp_options)\n",
    "LP2 = rf.LumpedPort(center=(Lsub2 / 2, 0, -H / 2), name=\"LP2\", **lp_options)\n",
    "port_list = [LP1, LP2]  # List of ports"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3620e69c-af89-4c4e-b4c6-8f31132d7f10",
   "metadata": {},
   "source": [
    "### Grid and Boundary"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b4f358ba-af8d-42a1-87c0-ced3751698c2",
   "metadata": {},
   "source": [
    "The boundary and grid specifications are same as before. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "73053768-9205-4e44-a32f-3dec38c6763b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.578406Z",
     "iopub.status.busy": "2025-12-05T21:44:51.578307Z",
     "iopub.status.idle": "2025-12-05T21:44:51.579924Z",
     "shell.execute_reply": "2025-12-05T21:44:51.579672Z"
    }
   },
   "outputs": [],
   "source": [
    "# Add padding\n",
    "padding = td.C_0 / f0 / 2\n",
    "sim_LX = Lsub2 + padding\n",
    "sim_LY = Wsub2 + padding\n",
    "sim_LZ = H + padding"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "19a47624-9a6c-4b04-b5d2-80fbf7254399",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.580816Z",
     "iopub.status.busy": "2025-12-05T21:44:51.580736Z",
     "iopub.status.idle": "2025-12-05T21:44:51.582862Z",
     "shell.execute_reply": "2025-12-05T21:44:51.582593Z"
    }
   },
   "outputs": [],
   "source": [
    "# Layer refinement on resonator\n",
    "lr_spec = rf.LayerRefinementSpec.from_structures(\n",
    "    structures=[str_resonator_modified, str_harmonic_suppression],\n",
    "    min_steps_along_axis=1,\n",
    "    corner_refinement=td.GridRefinement(dl=T, num_cells=2),\n",
    ")\n",
    "\n",
    "# Define overall grid spec\n",
    "grid_spec = td.GridSpec.auto(\n",
    "    wavelength=td.C_0 / f0,\n",
    "    min_steps_per_wvl=12,\n",
    "    layer_refinement_specs=[lr_spec],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "482be1e8-be47-40ba-adc9-b0145546f96a",
   "metadata": {},
   "source": [
    "### Simulation and TerminalComponentModeler"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1d38b42c-7234-4c78-b3c0-abf3119d1253",
   "metadata": {},
   "source": [
    "The harmonic suppression structure is highly resonant at certain frequencies. To capture its behavior down to the -70 dB level, we increased the `run_time` and reduced the `shutoff` level. If we were only interested down to -40 dB, it would be OK to cut off the simulation at a much earlier point to save on computational cost. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "482cda1e-a941-4e84-ada1-63b033048a75",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.583770Z",
     "iopub.status.busy": "2025-12-05T21:44:51.583686Z",
     "iopub.status.idle": "2025-12-05T21:44:51.616586Z",
     "shell.execute_reply": "2025-12-05T21:44:51.616114Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define simulation object\n",
    "sim = td.Simulation(\n",
    "    center=(0, 0, 0),\n",
    "    size=(sim_LX, sim_LY, sim_LZ),\n",
    "    structures=str_list_harmonic_suppression,\n",
    "    grid_spec=grid_spec,\n",
    "    monitors=[mon_1],\n",
    "    run_time=40e-9,\n",
    "    shutoff=1e-6,\n",
    "    plot_length_units=\"mm\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "4be255e5-709d-4cb1-a248-56ca435b0ea8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.617727Z",
     "iopub.status.busy": "2025-12-05T21:44:51.617613Z",
     "iopub.status.idle": "2025-12-05T21:44:51.619792Z",
     "shell.execute_reply": "2025-12-05T21:44:51.619397Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define TerminalComponentModeler\n",
    "tcm = rf.TerminalComponentModeler(\n",
    "    simulation=sim,\n",
    "    ports=port_list,\n",
    "    freqs=freqs,\n",
    "    remove_dc_component=False,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed8808ce-c238-4b68-828a-cd1e7d0a4e54",
   "metadata": {},
   "source": [
    "### Visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "8a47c42c-7e38-4c6f-83fe-2a4cfc078e72",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:51.620786Z",
     "iopub.status.busy": "2025-12-05T21:44:51.620687Z",
     "iopub.status.idle": "2025-12-05T21:44:52.306892Z",
     "shell.execute_reply": "2025-12-05T21:44:52.306436Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# In-plane\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "tcm.plot_sim(z=0, ax=ax, monitor_alpha=0)\n",
    "tcm.simulation.plot_grid(z=0, ax=ax, hlim=(-12 * mm, 12 * mm), vlim=(-12 * mm, 12 * mm))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "155bafdd-3757-4c69-9e01-a20a5a372ef9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:52.308215Z",
     "iopub.status.busy": "2025-12-05T21:44:52.308103Z",
     "iopub.status.idle": "2025-12-05T21:44:52.930020Z",
     "shell.execute_reply": "2025-12-05T21:44:52.929561Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Cross section\n",
    "fig, ax = plt.subplots(2, 1, figsize=(10, 6), tight_layout=True)\n",
    "tcm.plot_sim(x=-Lsub2 / 2, ax=ax[0], monitor_alpha=0)\n",
    "tcm.simulation.plot_grid(x=-Lsub2 / 2, ax=ax[0], hlim=(-2 * mm, 2 * mm), vlim=(-1 * mm, 0.1 * mm))\n",
    "tcm.plot_sim(y=0, ax=ax[1], monitor_alpha=0)\n",
    "tcm.simulation.plot_grid(y=0, ax=ax[1], hlim=(-5 * mm, 5 * mm), vlim=(-1 * mm, 0.1 * mm))\n",
    "ax[1].set_aspect(2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "309347e6-743d-4de6-bbeb-793b3a8440ed",
   "metadata": {},
   "source": [
    "### Running the Simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "d471ad95-e917-4243-a245-63cda8a14430",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:44:52.931243Z",
     "iopub.status.busy": "2025-12-05T21:44:52.931129Z",
     "iopub.status.idle": "2025-12-05T21:51:06.943981Z",
     "shell.execute_reply": "2025-12-05T21:51:06.943512Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:44:53 EST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'WPD harmonic suppression'</span> with resource_id           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'sid-293f558e-803c-45fe-a05c-a7bf46856bf4'</span> and task_type           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'TERMINAL_CM'</span>.                                                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:44:53 EST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'WPD harmonic suppression'\u001b[0m with resource_id           \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'sid-293f558e-803c-45fe-a05c-a7bf46856bf4'\u001b[0m and task_type           \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'TERMINAL_CM'\u001b[0m.                                                     \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>View task using web UI at                                          \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/rf?taskId=pa-191d94e8-bce5-472c-b153-cb7a2ebb81f8\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/rf?taskId=pa-191d94e8-bce5-472c-b1</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/rf?taskId=pa-191d94e8-bce5-472c-b153-cb7a2ebb81f8\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">53-cb7a2ebb81f8'</span></a>.                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                          \n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=986695;https://tidy3d.simulation.cloud/rf?taskId=pa-191d94e8-bce5-472c-b153-cb7a2ebb81f8\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/rf?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=736480;https://tidy3d.simulation.cloud/rf?taskId=pa-191d94e8-bce5-472c-b153-cb7a2ebb81f8\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=986695;https://tidy3d.simulation.cloud/rf?taskId=pa-191d94e8-bce5-472c-b153-cb7a2ebb81f8\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=80138;https://tidy3d.simulation.cloud/rf?taskId=pa-191d94e8-bce5-472c-b153-cb7a2ebb81f8\u001b\\\u001b[32mpa\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=986695;https://tidy3d.simulation.cloud/rf?taskId=pa-191d94e8-bce5-472c-b153-cb7a2ebb81f8\u001b\\\u001b[32m-191d94e8-bce5-472c-b1\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=986695;https://tidy3d.simulation.cloud/rf?taskId=pa-191d94e8-bce5-472c-b153-cb7a2ebb81f8\u001b\\\u001b[32m53-cb7a2ebb81f8'\u001b[0m\u001b]8;;\u001b\\.                                                  \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/f89aec3e-3357-4624-9c24-096a87582f12\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=988525;https://tidy3d.simulation.cloud/folders/f89aec3e-3357-4624-9c24-096a87582f12\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                            \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5234cd74a22d4441a461a90daf4ff2d9",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:45:00 EST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">6.396</span>. Minimum cost depends on task       \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> after run.         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:45:00 EST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m6.396\u001b[0m. Minimum cost depends on task       \n",
       "\u001b[2;36m             \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m after run.         \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:45:01 EST </span>Subtasks status - WPD harmonic suppression                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Group ID: <span style=\"color: #008000; text-decoration-color: #008000\">'pa-191d94e8-bce5-472c-b153-cb7a2ebb81f8'</span>                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:45:01 EST\u001b[0m\u001b[2;36m \u001b[0mSubtasks status - WPD harmonic suppression                         \n",
       "\u001b[2;36m             \u001b[0mGroup ID: \u001b[32m'pa-191d94e8-bce5-472c-b153-cb7a2ebb81f8'\u001b[0m                \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c22a1f0546de4ff4bc7bd477bbe39a03",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Batch status = preprocess                                          \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mBatch status = preprocess                                          \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:45:07 EST </span>Batch status = running                                             \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:45:07 EST\u001b[0m\u001b[2;36m \u001b[0mBatch status = running                                             \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:50:46 EST </span>Batch status = postprocess                                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:50:46 EST\u001b[0m\u001b[2;36m \u001b[0mBatch status = postprocess                                         \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:51:03 EST </span>Modeler has finished running successfully.                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:51:03 EST\u001b[0m\u001b[2;36m \u001b[0mModeler has finished running successfully.                         \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:51:04 EST </span>Billed flex credit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4.606</span>.                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:51:04 EST\u001b[0m\u001b[2;36m \u001b[0mBilled flex credit cost: \u001b[1;36m4.606\u001b[0m.                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "65a992ae2a954b8a910415fd9ffb4a3c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:51:06 EST </span>Loading component modeler data from data/tcm_data_hs.hdf5          \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:51:06 EST\u001b[0m\u001b[2;36m \u001b[0mLoading component modeler data from data/tcm_data_hs.hdf5          \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tcm_data_hs = td.web.run(tcm, task_name=\"WPD harmonic suppression\", path=\"data/tcm_data_hs.hdf5\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "29e91463-aeb5-4909-bfec-08a3ca86b27b",
   "metadata": {},
   "source": [
    "### Results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed48c1c7-a31b-43c2-9915-d98c288db082",
   "metadata": {},
   "source": [
    "#### Field Profile"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "503a783d-73b9-4385-a892-46a51ffd60a6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:51:10.001727Z",
     "iopub.status.busy": "2025-12-05T21:51:10.001650Z",
     "iopub.status.idle": "2025-12-05T21:51:10.003587Z",
     "shell.execute_reply": "2025-12-05T21:51:10.003162Z"
    }
   },
   "outputs": [],
   "source": [
    "sim_data2 = tcm_data_hs.data[\"LP1\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f094bf66-f64f-49a1-abad-445e9b760890",
   "metadata": {},
   "source": [
    "As before, we plot the field amplitude profile at the minimum and middle frequency points, showing the difference between passband and stopband behavior. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "6efb73f8-e857-4966-a1a3-78e7e5539251",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:51:10.004933Z",
     "iopub.status.busy": "2025-12-05T21:51:10.004776Z",
     "iopub.status.idle": "2025-12-05T21:51:11.072917Z",
     "shell.execute_reply": "2025-12-05T21:51:11.072381Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x400 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Field plots\n",
    "fig, ax = plt.subplots(1, 2, figsize=(10, 4), tight_layout=True)\n",
    "sim_data2.plot_field(\"field in-plane\", \"E\", val=\"abs\", f=f_min, ax=ax[0])\n",
    "ax[0].set_title(f\"Field magnitude at f={f_min / 1e9:.1f} GHz\")\n",
    "sim_data2.plot_field(\"field in-plane\", \"E\", val=\"abs\", f=f0, ax=ax[1])\n",
    "ax[1].set_title(f\"Field magnitude at f={f0 / 1e9:.1f} GHz\")\n",
    "for axis in ax:\n",
    "    axis.set_xlim(-12 * mm, 12 * mm)\n",
    "    axis.set_ylim(-12 * mm, 12 * mm)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66e713cf-233d-43ba-a7c2-f5856946d222",
   "metadata": {},
   "source": [
    "#### S-parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "c40165db-4d9b-478c-9e8c-4352da4f1aa6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:51:11.074163Z",
     "iopub.status.busy": "2025-12-05T21:51:11.074033Z",
     "iopub.status.idle": "2025-12-05T21:51:11.193481Z",
     "shell.execute_reply": "2025-12-05T21:51:11.193108Z"
    }
   },
   "outputs": [],
   "source": [
    "smat2 = tcm_data_hs.smatrix()\n",
    "S11_2 = np.conjugate(smat2.data.isel(port_in=0, port_out=0))\n",
    "S21_2 = np.conjugate(smat2.data.isel(port_in=0, port_out=1))\n",
    "S11dB_2 = 20 * np.log10(np.abs(S11_2))\n",
    "S21dB_2 = 20 * np.log10(np.abs(S21_2))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f14afc4-d830-4dc1-93c8-e985875c012a",
   "metadata": {},
   "source": [
    "Comparing the return loss of the two devices, we see that adding the suppression structure has improved signal rejection at most frequencies between 2.3 to 14 GHz."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "bb8c1046-d4a6-4d09-a5e1-389ab5f1d40d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:51:11.194862Z",
     "iopub.status.busy": "2025-12-05T21:51:11.194745Z",
     "iopub.status.idle": "2025-12-05T21:51:11.306694Z",
     "shell.execute_reply": "2025-12-05T21:51:11.306305Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(10, 4), tight_layout=True)\n",
    "ax.plot(freqs / 1e9, S11dB, \"r--\", label=\"|S11|$^2$ (resonator only)\")\n",
    "ax.plot(freqs / 1e9, S11dB_2, \"r\", label=\"|S11|$^2$ (with harmonic suppression)\")\n",
    "ax.add_patch(\n",
    "    plt.Rectangle((2.3, 0), 14 - 2.3, -40, fc=\"gray\", alpha=0.2, label=\"Improved stopband\")\n",
    ")\n",
    "ax.set_title(\"Return loss\")\n",
    "ax.set_xlabel(\"f (GHz)\")\n",
    "ax.set_ylabel(\"dB\")\n",
    "ax.legend()\n",
    "ax.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bbe9a67a-7c03-4a01-9bbd-d74039d183ca",
   "metadata": {},
   "source": [
    "Below, we compare the insertion loss of the two structures. The operating frequency and its first 7 harmonics are indicated with black dotted lines. We find better signal rejection at all of the higher harmonics. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "7acb79c5-e227-4792-b26a-98d9cba9360a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:51:11.307757Z",
     "iopub.status.busy": "2025-12-05T21:51:11.307643Z",
     "iopub.status.idle": "2025-12-05T21:51:11.422247Z",
     "shell.execute_reply": "2025-12-05T21:51:11.421873Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA90AAAGGCAYAAABmGOKbAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjcsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvTLEjVAAAAAlwSFlzAAAPYQAAD2EBqD+naQAAuZdJREFUeJzs3Xd4U9UbB/BvuidllFJG2UP2BhFQkFEREBRxC8hSZIigAqKIAxEURHEgiIyfOAFR2YgsAdl7g8xCmaWl6W7u74+XJE1oQ9omOU36/TxPntwmN8npy+U27z3nvEenaZoGIiIiIiIiInI4L9UNICIiIiIiIvJUTLqJiIiIiIiInIRJNxEREREREZGTMOkmIiIiIiIichIm3UREREREREROwqSbiIiIiIiIyEmYdBMRERERERE5CZNuIiIiIiIiIidh0k1ERERERETkJEy6iYiIyKRPnz6oWLGiyz/3zJkz0Ol0mDt3rss/m4iIyJmYdBMRETnQ3LlzodPpsHPnTtVNydHFixcxfvx47N27V3VTiIiIPJ6P6gYQERGRa128eBHvvvsuKlasiAYNGlg8N2vWLBgMBjUNIyIi8kBMuomIiAqJjIyMuybUvr6+LmoNERFR4cDh5URERE7Wp08fhISEICYmBt27d0dISAhKliyJ1157DZmZmRb7/vTTT2jcuDFCQ0NRpEgR1K1bF5999pnFPjdv3sTw4cMRFRUFf39/VK1aFZMmTbJIqI1zpD/55BNMmzYNVapUgb+/P7766is0bdoUAPDCCy9Ap9NZzKXObk63Xq/HyJEjTZ9Xo0YNfPLJJ9A0zWI/nU6HIUOGYMmSJahTpw78/f1Ru3ZtrFy5Ms+x+/vvv9G6dWsEBwejaNGi6NatG44cOWKxz61btzB8+HBUrFgR/v7+iIiIQIcOHbB7927TPidOnECPHj0QGRmJgIAAlCtXDk899RTi4+Pz3DYiIiJ7sKebiIjIBTIzMxEdHY3mzZvjk08+wV9//YUpU6agSpUqGDRoEABgzZo1ePrpp9GuXTtMmjQJAHDkyBFs3rwZr7zyCgAgKSkJDzzwAGJiYvDiiy+ifPny2LJlC8aMGYNLly5h2rRpFp87Z84cpKSkYODAgfD398ejjz6KW7duYdy4cRg4cCBat24NALjvvvuybbemaXjkkUewbt069OvXDw0aNMCqVavw+uuvIyYmBp9++qnF/v/88w8WL16Ml19+GaGhofj888/Ro0cPnDt3DiVKlMhVzP766y906tQJlStXxvjx45GcnIzp06ejZcuW2L17t+niwEsvvYSFCxdiyJAhqFWrFq5fv45//vkHR44cQaNGjZCWlobo6GikpqZi6NChiIyMRExMDJYuXYqbN28iLCwsV+0iIiLKFY2IiIgcZs6cORoAbceOHabHevfurQHQ3nvvPYt9GzZsqDVu3Nj08yuvvKIVKVJEy8jIyPH933//fS04OFg7fvy4xeOjR4/WvL29tXPnzmmapmmnT5/WAGhFihTRrly5YrHvjh07NADanDlz7nj/3r17axUqVDD9vGTJEg2A9sEHH1js9/jjj2s6nU47efKk6TEAmp+fn8Vj+/bt0wBo06dPz/F3ytrerG1q0KCBFhERoV2/ft3i/by8vLRevXqZHgsLC9MGDx6c43vv2bNHA6D9+uuvNttARETkDBxeTkRE5CIvvfSSxc+tW7fGf//9Z/q5aNGi0Ov1WLNmTY7v8euvv6J169YoVqwYrl27Zrq1b98emZmZ2Lhxo8X+PXr0QMmSJfPc5uXLl8Pb2xvDhg2zeHzkyJHQNA0rVqyweLx9+/aoUqWK6ed69eqhSJEiFr+nPS5duoS9e/eiT58+KF68uMX7dejQAcuXLzc9VrRoUWzbtg0XL17M9r2MPdmrVq1CUlJSrtpBRESUX0y6iYiIXCAgIOCO5LdYsWKIi4sz/fzyyy+jevXq6NSpE8qVK4e+ffveMR/6xIkTWLlyJUqWLGlxa9++PQDgypUrFvtXqlQpX+0+e/YsypQpg9DQUIvHa9asaXo+q/Lly9/xHta/p72fCwA1atS447maNWvi2rVr0Ov1AIDJkyfj4MGDiIqKQrNmzTB+/HiLJL9SpUoYMWIEvv32W4SHhyM6Ohpffvkl53MTEZFLMOkmIiJyAW9v77vuExERgb179+KPP/4wzaPu1KkTevfubdrHYDCgQ4cOWLNmTba3Hj16WLxnYGCgw38XW3L6PTWromuO9MQTT+C///7D9OnTUaZMGXz88ceoXbu2RS/8lClTsH//frz55ptITk7GsGHDULt2bVy4cMFp7SIiIgKYdBMRERUofn5+6Nq1K7766iucOnUKL774IubPn4+TJ08CAKpUqYLExES0b98+21t2Pc3WdDqd3e2pUKECLl68iFu3blk8fvToUdPzzmB832PHjt3x3NGjRxEeHo7g4GDTY6VLl8bLL7+MJUuW4PTp0yhRogQmTJhg8bq6devirbfewsaNG7Fp0ybExMRgxowZTmk/ERGREZNuIiKiAuL69esWP3t5eaFevXoAgNTUVADSq7t161asWrXqjtffvHkTGRkZd/0cY7J68+bNu+778MMPIzMzE1988YXF459++il0Oh06dep01/fIi9KlS6NBgwaYN2+eRTsPHjyI1atX4+GHHwYgVeGth4lHRESgTJkyppglJCTcEZe6devCy8vLtA8REZGzcMkwIiKiAqJ///64ceMGHnzwQZQrVw5nz57F9OnT0aBBA9Mc6tdffx1//PEHunTpgj59+qBx48bQ6/U4cOAAFi5ciDNnziA8PNzm51SpUgVFixbFjBkzEBoaiuDgYDRv3jzb+d9du3ZF27ZtMXbsWJw5cwb169fH6tWr8fvvv2P48OEWRdMc7eOPP0anTp3QokUL9OvXz7RkWFhYGMaPHw9A1uguV64cHn/8cdSvXx8hISH466+/sGPHDkyZMgWArPU9ZMgQ9OzZE9WrV0dGRgb+97//wdvb+47h+ERERI7GpJuIiKiAeO655zBz5kx89dVXuHnzJiIjI/Hkk09i/Pjx8PKSwWlBQUHYsGEDPvzwQ/z666+YP38+ihQpgurVq+Pdd9+1a81pX19fzJs3D2PGjMFLL72EjIwMzJkzJ9uk28vLC3/88QfGjRuHn3/+GXPmzEHFihXx8ccfY+TIkQ6PQVbt27fHypUr8c4772DcuHHw9fXFAw88gEmTJpnaGhQUhJdffhmrV6/G4sWLYTAYULVqVXz11Vem9c/r16+P6Oho/Pnnn4iJiUFQUBDq16+PFStW4N5773Xq70BERKTTnFnZhIiIiIiIiKgQ45xuIiIiIiIiIidh0k1ERERERETkJEy6iYiIiIiIiJyESTcRERERERGRkzDpJiIiIiIiInISJt1ERERERERETsJ1uq0YDAZcvHgRoaGh0Ol0qptDREREREREBZCmabh16xbKlCkDL6+c+7OZdFu5ePEioqKiVDeDiIiIiIiI3MD58+dRrly5HJ9n0m0lNDQUgASuSJEiiltDKmRkZGDRokUAgB49esDHh/9NnI0xV4NxV4NxV4NxV4Nxdz3GXA3GvXBKSEhAVFSUKYfMiU7TNM1FbXILCQkJCAsLQ3x8PJNuIiIiIiIiypa9uSMLqRERERERERE5Ccc9EFnJzMzE7t27AQCNGjWCt7e34hZ5PsZcDcZdDcZdDcZdDcbd9RhzNRh3soXDy61weDnp9XqEhIQAABITExEcHKy4RZ6PMVeDcVeDcVeDcVeDcXc9xlwNxr1wsjd3ZE83kRWdTocKFSqYtsn5GHM1GHc1GHc1GHc1GHfXY8zVYNzJFvZ0W2FPNxEREREREd0NC6kRERERERERKcakm4iIiIiIiMhJPDLp/vLLL1GxYkUEBASgefPm2L59u+omkRtJSUlB9+7d0b17d6SkpKhuTqHAmKvBuKvBuKvBuKvBuLseY64G4062eNyc7p9//hm9evXCjBkz0Lx5c0ybNg2//vorjh07hoiIiLu+nnO6idUnXY8xV4NxV4NxV4NxV4Nxdz3GXA3GvXAqtNXLp06digEDBuCFF14AAMyYMQPLli3Dd999h9GjRytuHbkDPz8/zJw507RNzseYq8G4q8G4q8G4q8G4ux5jrgbjTrZ4VE93WloagoKCsHDhQnTv3t30eO/evXHz5k38/vvvd7wmNTUVqamppp8TEhIQFRVVYHu6U1OBoUOBJUsAb2/Ax0fufX1l29cXeOAB4JNPAH9/eU27doBOB3h5mW/Gn5s2BcaNM79/r15AWpp5P+Nn+PoCNWoAr75q3nfKFCAlxfx81jaUKgV07Wre9++/5X0DAoDAQMtbcDBQrJhLwkdEREREROQQhbKn+9q1a8jMzESpUqUsHi9VqhSOHj2a7WsmTpyId9991xXNc4ibN4FZs2zvc+AA8MUXQNGikvweO5bzvklJQHq6JMoAsHAhkJyc/b4PPGCZdE+cCFy/nv2+TZpYJt0vvACcO5f9vjVqAFn/eVq2BE6fNifkRYoAYWFyHxUFTJ5s3nf5cmlviRJAyZJyK1FCLhYQERERERGp5lFJd16MGTMGI0aMMP1s7OkuqPz9gbfeAg4fBvR6IDFREme9Xm5JSUBCApCZKQn6zZu23+/vv+U9w8OByEigYkUgNBQICTHfBwVJAnzPPZav7d1bPisjQxL39HTzdtWqlvvWrQsULy4948nJ5ltKirx3VpcvA5cuZd/eqlUtk+6xY4G9ey330emk57xqVWDFComRXg/8/jtw65b8XsHB0uvu4yP7G29eXoCPjwFxcUcQFATUqlUTRYp4ITRUEnrjxQlyLIPBgCNHjgAAatasCS8vj6zxWOAw7mow7mow7mow7q6Xl5hrmuX3uKz34eHynQkArl6VThSDIfv3qVZNOn2M+54+bX7OOHrSOEqzTBnpUAHk+2BCguXzxntvb/mOVtDxWCdbCv3wcmueUEhN04C4OEles7vFxsrt0iX5OTPT/vcODgZKl5be5KJFJbktWtRyOyjIPIw8IMC87e8vJ82sR5ymyefrdOaE/L//5GLBrVtyAo6Pl+1bt2TfqlXNifS//8o+qanyxyGnPwK5owcQcns7EYAUwtDpgIgI+SNRpoz8YaldWy4oNGwIcPpO3rH4iBqMuxqMuxqMuxqMu+Olpsr3vPh4y1t0tHQsZI15jx6JSE8PRlKSfMcy3v/6K1Cnjrzfxx8Db7yR8+etXy+jHQEZSTl0aM77/vkn0KWLbM+bB/Tpk/O+P/4IPPWUbC9aBDz+eM77zp4N9O1rbs/zz8v3yuxuL78MdOsm+548KdMhs9svMBC47z75DgfId8s9eyynQBo7ngIDpePFVvLPY71wKpTDy/38/NC4cWOsXbvWlHQbDAasXbsWQ4YMUds4F9LppFe5eHGgZk3b+2ZmyhDxS5fMiXjW7ayPGXvTT56UmyqrVuVufz8/uVhgTMozM2V+edbkPzhYhrVrmvwx+uefcADmK7tpafJa44WLPXssPyMoCGjVCujYEXj2WRk1QLkTHh6uugmFEuOuBuOuBuOuBuN+d8nJQEwMcOGC3GJjpad49Ghz3Zv335cE+dat7N9j3z6gXj3ZDgoKR1KSJLPZiY83b+c0JU+nk0Qza4dGWBhQrlzOr8k6ejEkREZQAuZOlowM873xOxZw9w6grJ9365bEKCfGhBsAzp8HZszIed9Jk8xJ95EjwP3357zv228D770n26dOAZ07Wybovr6An184dDpg8WK5MABI59B338l3zaAguc96i4yU6aDk2TyqpxuQJcN69+6Nb775Bs2aNcO0adPwyy+/4OjRo3fM9c6OJ/R0O0tiojkRv3FDeqPj4izvb960HDpu7L02bhtlvVJoHNqdtchadtvGk1NIyJ3bOd0HB2c/JFzTzEOkTp2Sx5580vxc0aJykrQWGSnF57p0kXnohw4Bu3cD166Z9/HxkfnsQ4YADz6Yr5ATERGRB0hIMHdadO1qTk4/+kh6YrN+j8gqayI9YYJMMQTke5Ox5o2x7s0338gIPADYvBnYsMGc6Bl7bY3bDRrI6wDz9ETroriuHh2taZLgZ2RYJucZGdKDb4xZfDxw4oR0iKSm3nlr1kzqBQEyevJ//7tzH+P30969zTWIdu0Cnn7achpkcrK5k+bDD4ExY2R7926gceOcf5cxY2R/ADh+3Nye7AwZAkyfLtuxsUCFCncm5sZb586yPyC/x4cf3rmPMbEvV8483VPTJF7GIsvkOIWypxsAnnzySVy9ehXjxo1DbGwsGjRogJUrV9qVcJNtISEypLpaNdUtyT/jUPGICCn6Zu3oUZkrnvV24oScDL28gIEDZT9Nk+FOxqu+a9YAW7YAv/0mt3btgC+/tH2yJSIiIs+xYwewcqV8bzAm2levmp/fv1+mpgHyfcSYcAcFScHYcuVkKl94uHnOMwD07y9DsEuWlM4BW0lxy5Zys4cxWVNNpzPP4baVHIaFZf/dLTuVKwPvvGPfvo0bS4KclTFZTU627MSpVk0uahiH61vfmjc37xsYKMm8ccSo9a1ECfO+er18XlqadGhl9/sYxcebe96z8/zzwPz5sp2SIseXv7/lxRrjBZsHHgCGDze/ds4cOf6MRYpLlpQLH+4wt76g8rie7vxiTzfl5NYtmUMeFGT+Q3bmDFCpknmf2rXlCuutW8Aff5ivKk6eLHOgeLIiIiJyf5mZUtR261bpIX3zTemhBGR1lzffvPM1ERHS8/j55+Ze0osXJemOipJEmt8TCreMDDkmckrQq1eXeeiAJOVjx1o+n7W48mOPyegIQKaS2prl8eyzwPffy3ZqquXQfyN/f0m+u3WTuf1GCxfKSNAKFaTmUWFbQcje3JFJtxUm3ZSSkoJ+/foBAGbPno2A7M48t125Anz7rVRJ37LFct5T2bJygtu3T37u1UuWe2PBtTvlJubkOIy7Goy7Gu4Q92vXpHfUWDw0IcG8fesW8Nxz5uJXmzfL/N60NPMKIpomf2P8/IBXXpE6I4BcIP7+e/mbFB4uf5+qVJEv0M5O8twh7vZISpKYb94sibaxkKvRokWS5ADAP//I3/t77pEku2pVibervlZ6SszdTUGOu6aZixPHx1tux8dLD7rxfJGYKFMur16V77lXr8rxb/TcczJkH7gzQTeudlSrltxatjQX4fNUTLrziEk35bX65I0bMrz899+lemdiIrBkiSyX8dprclU8OloeK0Dn4QKBFT/VYNzVYNzVcGXcNc2czB49KtWWr1+X27Vr5u3r1yU5a9NG9p09W4YQ5yRrteeFC4GePXPed84cc+XoZcvMFaWzCgmRL9tvvCE9Xc7grse7wSAXMozDnLOrxB0cLMOImzeX4cPGIeOquWvM3Z0nx12vl+T76lU5bxgLNV+9Kgn62bNSJykjw/J1vXrJ/x1AnhswQEaF1qkj/1/KlHH/0R2Fdk43UX75+fnh008/NW3bq3hxOfE8+aTM51m+XJLsgAC56te1q1Rer14d+Okn8/AgynvMKX8YdzUYdzUcGfeTJ4GNG81LcFrfFi8G2reXfTdvBgYNyvm9Ll0yb5cpI1OWihSR+ZPWN2NRJECGJ3/zjbn4lbHwlXE+aNb5vKVLy5fda9fMRUTPn5eLw/v3S+Eso3//BUaOlJok3boBjRrl70uxOx3vSUnA6tVSk2XlSrkYMXKkPNehA1C+vFS3vu8+oEULSRx8CuA3aXeKuSfx5Lgb5/0bq9EblSwJ/P23bGdmSkfT4cPmW7t25n1PnADmzrV8fZEi8v8qKgp45hnpRQekJ/7PP+X7s62Cde6EPd1W2NNNztK8ObB9u/nn++8HRo0COnVy/6t8RETu7vRpmSaUUyL944/mRPq774Dbo0iz9b//mb88btkiyxKFh0vBJOO9cbtmTctCSq6SmirDzk+elL9Pxvme778PjBtn3q9yZbmY3L+/ZREnTxEXByxdak60k5PNz3XpIl/8jbKOYCCi3ImJkXPngQNyO3HCcqm4d981n3sOHpSe8KFDpQZCQcbh5XnEpJucRdOkuMrYsZaP160rS4A88YSadhERearz54Ft23JOpOfONSfSc+bIahQ5mT/fvO7u5s2yVE9kZPa3cuUs1yt2JxcuyKisFStkxJYxCdXpgIcfBmbOlB55T6DXS3GzrPNVK1QAHn0UeOQRGS3gYR2WRAVGSoos6Xb+vNwaNzavmX7sGDB4sPxfHDxYbTvvhkl3HjHpJoPBgHPnzgEAypcvDy8HL1Q5dqx8WTMOB0xKspzzUhg5O+aUPcZdDcY9fy5eBHbuNCfOly9bJtIzZ5qHNM6dC7zwgvGVBgDnbm+XB+CFefPk/AtI8avx482Jc6lSlol0pUoyl7Ew0eulF3jOHEnES5aUL8e5Weu3oBzvmiYF0Navt6ws3q2bfPF/9FG5NWjg/r3ZBSXmhQ3jXjgx6c4jJt3k7EIYGRnyhXDjRrmK3qGDFGcxLjXy339SlM3eNSg9gScXHynIGHc1GPc7XboE7N5tTqCzJtKXLwNffmlOpLMraJXV3LlA796yvXGjJFiRkUCJEnrMnClx//XXRFSsGIxq1WSdWrq748dlOGjnzvKzwSBzngcMAGrUyPl1qo/3xERgwQLgq69k/joAnDplHiqfnOy+oxJyojrmhRXjXjixkBpRPgQFBTntvX185Eth3boyRPGZZ8wJNwCMHi1VaQcOlOHoxYo5rSkFijNjTjlj3NUoDHGPjQX27rVMorPef/65OZFes8acKGfn/HnzdqVKclGyVCkpEGY9tNtYVReQ2hn//CPbej3w/fcS906dpCgQ2a96dbkZzZ8PTJki/46vvSajuHKKqYrjPSZG2vftt7LcGiCFTZ9+2rIn29MSbqPCcI4piBh3ygl7uq2wp5tc5YsvpEBE0aLSg1CypBSUeOEF8/qHERHA1KmSmLv7cDcicn9XrgD79uWcSE+bBjz4oOz7v/+Zh25n57vvzEO/N24EXn3VPKQ769DuUqVkiZmSJZ3+61EunDoFDBsm874BoFo1ScTvvVdtuwCppvzQQ7LkFyAXCwYNkgs7heVCNhG5BoeX5xGTbnKVzEygaVNgzx6pCjtrlvm5DRvkC8KRI/Jzu3ayfmvWHnEiIke4cEGWiTKuwXr1qiTXxu2pU2UaDJD7RHrYsJwT6bp15cIiuS9Nk+regwfLceTlBYwZIxWIXV2AzGCQzwekVkqlSrLc0JgxsnwnL1wTkTMw6c4jJt3kSps3A61ayZeBgweBWrXMz6WlAZ98Isu3pKTIvMPly7m+NxHdKSNDEiBfX/n5+HFZbzi7JPrqVSmM1aWL7LtggXl5q+zMnm2u6r1xoyRYWZPorPf16sk2FS43b8rIre+/l5+feAL4+WfXfHZCAvDRR1Ig7Z9/zIl3bCyPRSJyPibdecSkm1JTUzFkyBAAwBdffAH/3JRpzYMePYDFi4GePYFffrnz+VOnZJmaK1ekVzw01KnNUcLVMSfBuKthT9zT0oBr1+Rim3Ge7L59Uu/BOoG+ckXWGl6yRCoxA8APPwDPPptzG7791rzO9JYtwKhRMnw7u1vdup6RvPB4d76FC4EhQ6T3u2lTecxZcU9PlxFi48fL/wNAPtd4Makw47GuBuNeODHpziMm3eTq6pMHD0rvkKZJUt2gwZ37ZGRIURjj8HJNA06elDl0noAVP9Vg3F0nJcWcJEdE6BEVJXFfuzYRP/4YfEciHR8vr/vtN6B7d9n+8Uep75CTWbNkqgogS2p99FHOiXTFikBh+xPH4901rKuB//KLHk8+6bi4axrwxx9SOf34cXmsRg1g8mSga1cOIwd4rKvCuBdOrF5OlEe+vr744IMPTNvOVqcO8OSTwE8/Ae+8A/z++537+PhYzuf+4gupFjt9ulQ5d3eujjkJxj3vkpIsk+RGjWR4NQCsXQt8+qnl84mJ5tf+8os57hcv+uLbb7P/DC8vGTprVKeODO3OKZEuUcK8b5Mm0utIZjzeXSNrwr1/P/Dcc74ICvoAjz6a/7jfuAE89pjUPQGA8HDg3Xdl2TL+k5rxWFeDcSdb2NNthT3dpMKxYzKf22AAtm83D8vLjqbJkifG+XL9+8satq4uWkPkKTRNlpOynv/cvj0QFSX7LF0qX+6N+yQlWb7H4sXAo4/K9s8/A089defn+PhIcvz558Djj8tjx47JtJKSJaWoWNYkulgx8/xUInd05Ij8XzCuj92tG/DZZ3kvCqppQIsWMtXi1VdlWgTXWScilTi8PI+YdJMqvXvLciudO8sXfFs0DZg0SdZFNRiANm3kSz+XQiESer3l3Gfj9uOPA5Uryz6//AK8/ro8npx853ssWiS9asZ9n3zS8nl/f3OC/MEHwMMPy+Nnzsi609Y90UWLcugrFT4pKTLvesoUmSoVGCgJ86uvSk91TgwGYN06YN48uVBVtKg8fviw1DYxXhAjIlKJSXceMekmTdNw7do1AEB4eDh0LvqWfOKEzEvTNPlSUbPm3V+zapUUYLt1S167bBlQpYrz2+poqmJe2LlT3DMzJTmOjTXfjIl0v36yNBAgF65eein7JBqQIdc9esj2r79KlWUjf39zb3NEhCTkxjWnL14Edu2yTKJDQ/OWRLtT3D0J466GMe7HjgFjx4Zj40aJe+XKUpvE+M/w33/y//bUKVnZY9Ei2QZkCbJ331X0C7ghHutqMO6FE+d0E+VRUlISIm4vHuvKQhjVqgGPPCJzuj/7DJgx4+6viY6WLyedO8sw1ZYt5d7dhtupinlhpzrumiZVt41J9OXL5u0XXjAn0rNnS+0CgyH792ne3LxvYKA54Q4IsByyHREBlCljfl3btrI+tfH5kJCck+gyZSxfmx+q415YMe5qZI37rVuJWLMmGB9+KNM3jP/f4uOzv2BcpIgsZ2ecjkH24bGuBuNOtjDpJipAXn1Vku5582S4qq2hd0Z16wLbtkni/cIL7pdwk+fRNPkSHRNjeXvqKaBqVdln3jwpfpSenv17NGliTqSLFpWE28tLEmfjmtAREXLL+mU9Olp6zEqWlKW2bHU0hIfb93+MiBxDp5PaB48+avl//+JF+f/q7w+ULy+reHToIHPAmbcQkSdg0k1kJTg4GKpmXdx/v1RB3r0b+OYbmbNtj9KlpccuazE1TXOf+aMqY16Y5SXumibDus+eBS5cAO6919wDvGSJFDa6cOHOQmMAUL26OekODTV/6S5WTBJp461UKfO8awB46CHp/Q4PB7y9bbevSJGCvxQWj3c1GHc1cop71uLONWtaVvin/OGxrgbjTrYw6SYqQHQ66e1+/nnzsmD+/va9NmvCfeOG9BCMHw+0a+eUppKHysyUXmXjF+IdO2T957Nn5XbunOV86Z9/tpwXbVw3F5BkukwZoGxZuZUrZ36uY0d5v1Kl7n6MBwezt4uIiIjcF5NuogLmiSekt/DiRUloevXK/XtMnAj88w/QtSuwYgXwwAOObye5r+RkSY5PnjTfTp2SqtvnzwMLFpgT6ZgYSbqz0ukkmY6KslyTt1UrYP16SbDLlAGCgnJuQ0iI3IiIiIg8HZNuIiupqakYNWoUAGDSpEnwt7er2UH8/IDBg2Vo+ddf5y3p/uAD4NAhSbg7d5bli1q0cHxbHUV1zD1Raqok1keOyP1DD8k8aUCOC6ngnQpg1O1XTAIgcT971vw+DRpI5eCKFWVt3QoVJNnObl348HBe4LEHj3c1GHc1GHfXY8zVYNzJFi4ZZoVLhpFer0fI7S44VdUnY2MlscnIAPbtA+rVy/17pKRINfQ1a4DixaXKubEwVUFTEGLu7s6ckR7pw4flduqUDBU3mjxZlsACgP37ZSmsSpX02LlT4j5rViLuuScYFSpIL/Xd5k5T3vF4V4NxV4Nxdz3GXA3GvXDikmFEeeTr64s333zTtK1CZCTQvbusKfzNN8CXX+b+PQICgN9+k+Rq+3ap6rx1q+OWPXKkghDzgk7TZD71nj1y27tXequNIyHi4oAPP7R8TZEiQK1aUsCsVi3z43XrAteuAWlpvnj3XYl7r16+2fZek+PxeFeDcVeDcXc9xlwNxp1scZue7gkTJmDZsmXYu3cv/Pz8cPPmzTv2OXfuHAYNGoR169YhJCQEvXv3xsSJE+HjY/+1BfZ0U0GxZo0UmypSxLycSl5cuybrdx8/LkN/161zn6rmhd3Vq8BHH5mT7Lg4y+cHDpSLMoBUC3/1VaB2bUmwa9WSqvb8tyYiIiJyDo/r6U5LS0PPnj3RokULzJ49+47nMzMz0blzZ0RGRmLLli24dOkSevXqBV9fX3xo3f1D5AbatZNlk/77Twqq9e2bt/cJDwdWrQL69QNmzGASVhDFx8ta61u3ypzpPn3kcT8/YOpU834+PpJUN2gANGwoS8wZBQWZE3AiIiIiKjjcpqfbaO7cuRg+fPgdPd0rVqxAly5dcPHiRZQqVQoAMGPGDIwaNQpXr16Fn53jJtnTTZqmIen2IsNBQUHQKcxSJ00CRo8GmjWTpMxTFaSYu8KVKzLi4O+/Za794cMyfByQRHrDBvO+77wjiXjDhtJ77ci6LIUt7gUF464G464G4+56jLkajHvh5HE93XezdetW1K1b15RwA0B0dDQGDRqEQ4cOoWHDhgpbR+4kKSmpwBTCeOEF4O23ZU723r3Sw+kIq1fLUOUnn3TM++VXQYq5M6Slmat9GwxS0M56qHjlylJhvm1by8fffdd57fL0uBdUjLsajLsajLvrMeZqMO5ki8ck3bGxsRYJNwDTz7GxsTm+LjU1FampqaafExISnNNAojyIiJCCar/+CsydC0yblv/33LwZ6NRJksCaNfNWGZ1s0zSpOr90qdyuXJFq4jod4OUFtGkj0wYefFDm2bdoIf/WREREROR5vFR++OjRo6HT6Wzejh496tQ2TJw4EWFhYaZbVFSUUz+PCr6goCAkJiYiMTERQUFBqptjmt+7YIH0mOZXixZSyTwlBXjiCSAxMf/vmV8FLeZ5kZYGLF8ODBoElC8vw8HfflumBZw+LZXHjX75RUYuTJ0KdOumLuH2hLi7I8ZdDcZdDcbd9RhzNRh3skVpT/fIkSPRx5hR5KBy5cp2vVdkZCS2b99u8djly5dNz+VkzJgxGDFihOnnhIQEJt6FnE6nK1BDgjp2lCXEYmOBFSskScsPLy9g/nwZqn7smCSJ8+erLbBW0GKeF6+8IoXqjAIDgQ4dgC5dgIcfBsqWNT+XiwUVnMoT4u6OGHc1GHc1GHfXY8zVYNzJFqVf/UqWLImSJUs65L1atGiBCRMm4MqVK4i43W20Zs0aFClSBLWyLlBrxd/fH/6OrExE5GA+PsBzzwGffCJDzPObdANS0fynn2SY8/ffy32/fvl/38JA04AdOyRuffua59k/9hjw++8yHaBLF5mbHRiosqVERETkTKmpwMGDMqLt7FmZTqZp0pFRpAhQtSpQrZoUQg0IUN1aUqmA9Lfc3blz53Djxg2cO3cOmZmZ2Lt3LwCgatWqCAkJQceOHVGrVi08//zzmDx5MmJjY/HWW29h8ODBTKopV9LS0vDu7epV77zzjt2V752pd29JupculbWbHXGtqlUr4IMPgDFjpJe2bVsp5qVCQYy5tZs3ZYj/zJnA/v3ymK+vOelu1w44fx7w9lbVwtxzh7h7IsZdDcZdDcbd9Rhz58nMBP79F/jzT+Cff4CdOyXxFmkAjNVP3wFgjru/v6xO8sQTcuMCSYWP2ywZ1qdPH8ybN++Ox9etW4c2bdoAAM6ePYtBgwZh/fr1CA4ORu/evfHRRx/BJxdjOblkGOn1+gJZfbJJE2DXLuCzz4BhwxzzngaDFPPasEGWpho/3jHvm1sFNeaAJNjTpsnIgORkeSwgQHq2+/e/s9q4OynIcfdkjLsajLsajLvrMeaOpWny/Wv2bGDxYunNzqpECaB6daBsWT0WLpS4DxuWiISEYJw4ARw9Cly/bt4/JAQYMECWhGURVffncUuGzZ07F3PnzrW5T4UKFbB8+XLXNIg8lo+PD1555RXTdkHRp4+c9OfOdVzS7eUFzJkjFc2ffdYx75kXBTXmqalyUcL4x7JOHWDgQBnuX6yY2rY5QkGNu6dj3NVg3NVg3F2PMXeMGzdkhNu335pHuAFAWJhMI+vQAWjZEqhSRYaTp6b6oGxZifukST4wDrTVNKmhs2QJMG+eJOGffioj5yZMAIYOle9j5NncpqfbVdjTTQXV9etA6dJAerrMH6pdW3WLPI+mAX//LYm2sbDcu+8Chw4Bw4dL5XeVBeeIiIjIuU6fBqZMAb77zjzCzd8f6NFDpvu1bSvTy/JC04BVq4Bx46Q+DCCJ+3ffSW85uR97c0deVyFyEyVKAA89JNs//uicz7h+Hfj4Y/mjUJhomiz31aQJ0L49sHKl+blx42SJr/vuY8JNRETkqfbtA555RgqfffmlJNz16gHTpwOXLkmvd8eOeU+4Afke8dBDMi/8669lqPnmzbLM6OLFjvtdqOBh0k3kRp55Ru5/+MHxiXFaGtCoEfDGG1KZu7DYtk2KynXuDOzeLX8AY2LMzzPRJiIi8kyaBqxbJ4lwgwbSqZGZKcn1X38Be/cCQ4Y4fkqZlxfw0ksycvHBB4GkJOlJ/+ijwtfxUVgw6SayotfrodPpoNPpoNfrVTfHQteuQHCwDH3ats2x7+3nJ2t2A8BrrwFxcY59f1tUxPzqVSmEdu+9wJYtsrzX669LbPv3d0kTlCvIx7onY9zVYNzVYNxdL7uYp6UBf/whxbueeEISvMGDpbf12DHFDVYgMxNYuBBo3lyS3lWrJBF+6im5AL9qlaxKkpsL73k51itUkM8aOlR+HjNGvoNkZubhl6ICjdUViNxIcLCsA71ggfR233uvY99/xAhzkY+33pLhVZ5I06Rn2zifqndvYOJEmTNPRETkKdLSgG++kb9x167lvF+jRpLsPf00ULSoy5rncikpwPz5sgzriRPyWEAA0LcvMHKkmqVTfXyAzz8H7rlHCuV+9x2QkSH37rQMKdnGQmpWWEiNNE3Dtdt/mcLDw6ErYOOLly+XhDEiQoZBO7ow6bp15kJiO3fKH2JnUxHzZcvkwsIXX0gRk8KooB/rnopxV4NxV4Nxdz1jzE+eBAYODMfBgxLz0qWBRx4BataU7w4XLgDbtwObNkmRVgAICgJefllGvJUqpfCXcLDr16VX/4svgMuX5bFixWTo+NChQMmS+f8MRxzrv/4qFz4yM2XVmtmzWdm8oLM3d2TSbYVJNxV06enyh/P6dRmS1LGj4z/j6adlXer27YE1axz//q6macCMGTJSoFcv8+OZmbyKTEREnufvv2Vk3K1bklB+9JH8/cvuQv21a1LLZdYs4PBheSwgQOYcv/46UKaMS5vuUCdOyPJcc+eaK5FHRcnIvv79pY5LQfPzz1LDx2CQf4OvvmJ9mYKM1cuJPJSvr8zHAmSYuTN8+KF8zl9/uX/SnZAA9OwpV+4HD5Yr+0ZMuImIyNMsXw48/LAk3K1bS1Xuvn1zHhkXHi7LYh48KKPAmjeXYdjTpslw6yFDgPPnXfkb5I/BAKxdC3TrBtSoIT3cyclSIfz774FTp+T3LYgJNwA8+aS0U6eTDoPJk1W3iByBPd1W2NNNaWlp+PjjjwEAr7/+Ovz8/BS36E6bNgH33w+EhckwKX9/x3/G668Der0smRUZ6fj3z8pZMd+/H3j8cbnS7esrf7iGDeNQLSN3ONY9EeOuBuOuBuPuWps3A+3apSE19WPUrAn8++/rKFIkdzHXNLno/u678n6AJOzPPCPfDerUcULDHeDKFenRnjULOHnS/HjnzjJfu00b5/YYO/pY/+wzuTgASB2fp5/OZwPJKTi8PI+YdJNer0fI7cufiYmJCA4OVtyiOxkMQLlysm7ksmVyRdvRNM11w5mcEfM//5QqpElJMpTs11/l6j2ZucOx7okYdzUYdzUYd9c5fRpo0gS4cUMPIP8x1zRg/Xrggw9kuLrRww/L8Oy2bdVfxE5Kku9BP/4ILF1qnpseGgo8+6xcaK9Z0zVtccax/uqrMuLAz08uhLRune+3JAezN3dk9XIiKz4+Puh/e80oH0dXKXMQLy/gscekuvjChc5Jul05f8jRMf/iC+CVV+TiRIcO8se4RIl8v63HcYdj3RMx7mow7mow7q6RnCzLgN24ATRu7IO6dfvDxyd/MdfpJLFu21ZW+/j4Y2DRIhm+vny5DD3v1w947jmgfHkH/jJ3ER8vw8cXLQJ+/11G5Rk1awYMHChDtF09fNwZx/onnwDnzgGLF8v3vu3bgUqVHPLW5GLs6bbCnm5yF+vXyx/C4sWB2FgZPu0MO3fKVe4ePYDnn3fOZzia8cpw//5SgMRZsSEiIlJN02TO9ty5UjRt1y4Z4eUMJ09KYbLvv5eaKUZNmkhS2KGDzJ12ZM2U5GRg715JtFetArZutVzHumJFGdn29NNAvXqO+9yCIilJerh375ah/Vu2SE8+FQwcXp5HTLrJXWRmShXzq1eB1avlD50zTJoEjB4tw7MOHlQ/lMwemZnAb7/JhQJW/CQiIk82cybw4ovy93nNGln209n0ehlpN2eO1JkxGMzPhYUB990HNGgA1K8v60+XKyedBLb+JqemSsG2U6ckud+zRy78HzxomWQDQPXqMsrvqaekd9vT/9ZfuAA0bSqdLF27ynccFoMtGJh05xGTbnInL70EfPONDKX65hvnfEZCggwbi4+Xk3z37s75nPzQNPnD//zz7NUmIqLC4/hxSW6Tk2VZsFGjXN+Gy5dlmPeffwIbN1r2gGcVGChrY4eEyLbBAGRkSNuvXQMSE3P+jIgIoGVLIDpabhUrOuVXKdC2bQMeeEAuToweDUycqLpFBDDpzjMm3aTX6xEREQEAuHLlSoEu+rJmjazTXbIkcPFizsuB5NfYsbKMWLNmwL//Ov6Kcn5j/sYbMtesRw8pmObpV7wdxZ2OdU/CuKvBuKvBuDtPZibQqpX8XW7fXoZee3mpjXlmpvRQb9smS5Xt3w/895+MyrNHYCBQpYrMF69bV4atN2kClC1b8P+2uyLu339vnur3v//JfHpSi4XUiPIhKSlJdRPs0qaNDNe6elWGd7Vt65zPeeUVYOpUKeCxbp1zhq7lNeZffikJNwB06lTw/ygXNO5yrHsaxl0Nxl0Nxt05PvlEEu4iRYDZsy2nf6mKube3OVHOKiUFiImRXvDERJmn7O0tnQUBAbJWeHi4DE1357/jzo77c88Bhw7JqIb+/YGqVYF773XqR5KDMOkmshIYGIjTp0+btgsyX18Z7v3dd1LZ0llJd0SEVCj98kuZ4+3opDuvMf/jD1kOBAAmTJA2kv3c6Vj3JIy7Goy7Goy7cxw8CIwbJ9vTpllWDy+IMQ8IkB5sT+aquE+YABw+LN+BuneXyvLOKpxHjsPh5VY4vJzczZ9/Ao88IvOb/vsvb1eI4+PlKnSpUjnvc/q0/MHUNODIESmMotLevVKoJTkZGDBA5rS789VxIiIie6SnA82byzDuLl0k+eLfv8Ll1i2Z437ggFSL37QJ4MwNNezNHd2gDjER2dKunVxBPnNGrnzmlsEA3H8/UKMGcOVKzvtVqiS9yp9/DpQpk+fmOsStW8ATT0jCHR0ty4LxCwcRERUGEyZIwl28uFQu59+/wic0VC62hIfLsdCnj2UFeSp4mHQTWUlPT8e0adMwbdo0pKenq27OXQUFmYd7L12a+9fv3CmFTuLjgQ0bbO87bRowdKjMH3Ok3MZ8zx4pHBcVBfzwg/MKyHk6dzvWPQXjrgbjrgbj7li7dgEffCDbX30lS4daY8zVcHXcK1aUqYW+vrJ829tvO/0jKR84vNwKh5eTXq9HSEgIACAxMdEtKq1+/TXw8stSxXTTpty9dswYKcgBAMOHA59+6vDm3VVeYn70qPR4N23q7NZ5Lnc81j0B464G464G4+44KSlA48Yyqu2JJ4Cff85+P8ZcDVVx/+47c02b8eOBd95xycfSbaxeTpRH3t7eeOaZZ0zb7qBzZ7nfsgW4fh0oUcL+1y5ZYt7euvXu++v1wE8/SQ/511/nqpk5ykvMVc8p9wTueKx7AsZdDcZdDcbdccaNk4S7VCkpbJoTxlwNVXHv2xe4cQN4/XVJugEm3gURe7qtsKeb3FX9+jJMPDfrNh49CtSsKfPBNE2GKMXHyzqZOYmNBcqVk7U4Dx+W17uCpgGDB8vV/TZtXPOZREREBcHmzUDr1vK38PffpYAqUVaffCKJNwCMGAFMnizLspFzsZAaUSHTpYvc52Ze9+7dct+ypVw5T0+X+WK2REaae9bnzMl9O/Pqp5+kZ71TJ9sF34iIiDyJXg/07i0Jd58+TLgpe6+9Bnz8sWxPnQp07crvSwUJk24iD2FMuleulOTZHlevyn2ZMrL8FmDfEPM+feT+xx9dUy3z5k3g1Vdl+803Zd1wIiKiwmD0aODUKSkeOm2a6tZQQfbaa/LdLCAAWLECqFtXRkByXLN6bpF0nzlzBv369UOlSpUQGBiIKlWq4J133kFaWprFfvv370fr1q0REBCAqKgoTJ48WVGLyZ3p9XqULFkSJUuWhF6vV90cuzVrBpQsKcPDN2+27zXGK6AREeaCZHv23P11nToBYWHAhQvAP//krb1Z3S3mb74JXL4s87jfeCP/n0fCXY91d8e4q8G4q8G458+aNcAXX8j2d9/J3967YczVKChxf+opYPt2oHZt+Z7Xq5dMQZwzB0hIUNasQs8tCqkdPXoUBoMB33zzDapWrYqDBw9iwIAB0Ov1+OSTTwDIePqOHTuiffv2mDFjBg4cOIC+ffuiaNGiGDhwoOLfgNzNtWvXVDch17y9Zc3q77+XP9L2zHs29nSXLAnUqyfbBw7c/XUBAUCPHvIF4IcfZJ3v/Mop5ocPA998I9szZgD+/vn/LDJzx2PdEzDuajDuajDueRMXB7zwgmy//DLQvr39r2XM1Sgoca9bV6YLfvqprOt+4IAUXHvpJaB5c6BOHaB8eaBsWcDPz1zbJzVVquRnd0tLA0JCgKJF5XtjlSpA9eqybB3Xir87ty2k9vHHH+Prr7/Gf//9BwD4+uuvMXbsWMTGxsLPzw8AMHr0aCxZsgRHjx61+31ZSI0MBgOOHDkCAKhZsya8vNxiQAgAYP58mffVrBmwbdvd9+/eXQqyfP018PDDQIUKsua1Xi8nYVvWrpUvAMWLSy90ftbKthXzRx+VCuvduwO//Zb3z6A7ufOx7s4YdzUYdzUY97x79lm5sF2tmoxCs3cFKsZcjYIa97g46byYN08K6Dpa8eJS5K91a+Chh6SHvTCxN3d026T7rbfewsqVK7Fz504AQK9evZCQkIAlWdY/WrduHR588EHcuHEDxYoVs+t9mXSTO4uJkcriXl7AtWvA3Q77li1lmbGFC4HHHpP94+OBffvMPd85ycyU+WW1akmyX6aM434Po927ZU1SLy/g4EHXVUonIiJS6ZdfgCeflL9/W7ZI7yRRfmgacPKkTAv87z/g7Fng4kUgI0Oe1+lkJGNON19fIDFRkvjLl4Hjx4HTp++s7VO7tqw006eP9KZ7Oo9ep/vkyZOYPn26aWg5AMTGxqJSpUoW+5UqVcr0XE5Jd2pqKlJTU00/J3CyA7mxsmUlMT1yBFi/XnqJbTEOL4+IkJNt3bpyMj5w4O5Jt7e3nGydOdy7fn2pWn7sGBNuIiIqHC5dAgYNku0332TCTY6h08moiWrVHPeeaWnA3r3Ahg3AunUyCvLQIVkn/L33ZCri8OFAixaO+0x3pXTcw+jRo6HT6WzerIeGx8TE4KGHHkLPnj0xYMCAfLdh4sSJCAsLM92ioqLy/Z7k3tLT0zFr1izMmjUL6faWAS9AjHO+1qy5+77GQmolS8q9MdHev9++z3JUwp1TzL295Ur/uHGO+Ryy5O7Hurti3NVg3NVg3HNH04B+/YAbN4BGjYC33879ezDmahTGuPv5yZTG118Hli+XHvC5c4EHH5QRkb/8IqvjPPSQJOeFmdLh5VevXsX169dt7lO5cmXTHO2LFy+iTZs2uPfeezF37lyLuRJ5HV6eXU93VFQUh5cXYnq9HiEhIQCAxMREBNs7iaqAWLJEerhr1ZKrjTlJSzMnzdeuASVKSKGyQYOkOvny5fZ/5qVLcgU1MjJvbc4u5prGwhzO5u7Hurti3NVg3NVg3HPn88+BV16Rv8+7d8vf8txizNVg3C3t3y9L3P3vf+Yh7M8+K2uJly6ttGkO5RbDy41l9e0RExODtm3bonHjxpgzZ84dxQlatGiBsWPHIj09Hb6+vgCANWvWoEaNGjbnc/v7+8Of5ZApC29vb3Tr1s207W5at5b7w4dl+HhO/8WMQ8u9vc1zv4093fv22f95b74JfPQRMH583nukrWN+5Yr8Hn37ypqTbvjP4Bbc/Vh3V4y7Goy7Goy7/Xbvlh5DQBKTvCTcAGOuCuNuqV49WeVm7FgZsfHjj8CCBcCff8r3xhdflJoFhYVbFFKLiYlBmzZtUKFCBcybN8/iQI683bUWHx+PGjVqoGPHjhg1ahQOHjyIvn374tNPP83VkmEspEaeoHZtSboXL855XvfevUDDhkCpUkBsrDyWmAgUKSLD22Jj5bm7+fZbYMAAma+zZYtj2v/BB3KCbt4c+Pdfx7wnERFRQXXrlhQOPXEC6NZNVuvgaC/yJDt3ymjK2zWw0aKFJOX33KO2Xfllb+7oFtcX1qxZg5MnT2Lt2rUoV64cSpcubboZhYWFYfXq1Th9+jQaN26MkSNHYty4cVyjmwol47rZmzblvI9xPndEhPmxkBCgRg3Z3r3bvs+Kjpb7bdtkDlp+ZWTIMHcAGDIk/+9HRERU0A0eLAl3VJQkIky4ydM0aSIdKZ9/DoSGAlu3Ag0aAJMnm4efezK3SLr79OkDTdOyvWVVr149bNq0CSkpKbhw4QJGjRqlqMVEahmHmG/cmPM+xuHl1sPPGzWSe3uT7qgo6Vk3GIC//spdO7OzZo0sfVaiBNCzZ/7fj4iIqCCbP1/mvXp5ybrcxYurbhGRc3h7A0OHyjKw0dFAaiowapQsYXv4sOrWOZdbJN1ErpSUlISKFSuiYsWKSEpKUt2cPDEm3Xv2yJC17GTX0w3I8DYA2LXL/s8z9navXGn/a7LKGvPZsyXmzzzj3OXIyDOOdXfEuKvBuKvBuNt29Cjw8suy/e67QKtW+X9PxlwNxt1+5csDK1bIqI6wMGD7dpnyOHGi5/Z6M+kmsqJpGs6ePYuzZ8/eMZrCXURFyc1gyDl5dlRPNwB07Cj369blrp1GWWP+558S8z598vZeZD9PONbdEeOuBuOuBuOes4QEqbui1wNt2wJjxjjmfRlzNRj33NHpgBdekJV2OneWVXXefBO4917gwAHVrXM8pdXLiQqigIAAbN++3bTtrpo1A86fl6uHbdrc+XxOSXfDhnJ/9ixw/boM876b++6TIUNnzgDnzskVzNwwxnzJEuDDDwNQp465HeQ8nnKsuxvGXQ3GXQ3GPXsGg1xcPnoUKFtWKjs7quA1Y64G4543ZctKRfPvvweGDZPOosaNpaDu6NHA7UWp3B6TbiIr3t7eaNq0qepm5FvTpsCiRcCOHdk/bxxebp10h4UBVasCJ0/Kic/Yi21LaCjwzjuSbIeF5b6txpgbDFI1vVEjFpFxBU851t0N464G464G4569SZOkQrmfn/yttme1EHsx5mow7nmn0wHPPw+0bw+89BLwxx+yDO3ixcCcOVJwzd0x6SbyUM2ayf3ti653uH5d7sPDs3/tyZNSZdKepBuQK5L51by53IiIiDzVqlWydjEAfPEF/+4RGZUuDSxZIiM/hg6V5W2HDJHVeNy9M4ZzuomsZGRkYMGCBViwYAEy3LiaQ+PGcoI6dw64fPnO543Le2U3fLxFC7nfutV57cvKU2Lubhh3NRh3NRh3NRh3S//9Bzz9NKBpwIABcnM0xlwNxt0xdDoppnv4MPDUU8DMme6fcAOATuNMfwv2LnBOnkuv1yMkJAQAkJiYiODgYMUtyrtatYAjR2SuTJculs+VKiVDzPfuBerXt3xu504Znl6sGHDtmixjYo/t22W97qefzr4HPSdZY37rViJCQtw35u7Ek451d8K4q8G4q8G4m8XFSQ2Uo0eld3vDBues0sGYq8G4F0725o4cXk5kxcvLC+3btzdtu7OmTSXp3rnTMunWNNs93fXrA4GB8gXh+HHgnnvs+7x+/WTtxQoVgEcesb+dmZle8PZuj8xMYN8+L7Rsaf9rKe886Vh3J4y7Goy7Goy7SEsDHn9cEu5y5WSuqrOWxWTM1WDcyRYm3URWAgMDsWbNGtXNcAhjD7b10gu3bpnXQSxe/M7X+foCTZrIHJqtW+1Pups2laR7+/bcJd379wciM3MNSpQwD20n5/OkY92dMO5qMO5qMO5yofull4C//wZCQoBly4AyZZz3eYy5Gow72cLLMEQerG5dubdOuo293AEBQFBQ9q/Ny7xuY/G2nCqm52T1arnv0MH+oexERETuYOJEqcDs7Q38+itQr57qFhGRq/HrLZEHMybdJ08CSUnmx42Vy7Pr5TYyDvHeuNH+zzOulLFjh1zZt1fWpJuIiMhT/PCDuVL59OnAQw+pbQ8RqcGkm8hKUlISateujdq1ayMpa6bqhkqVkoJmmiZzu41szec2at1aqkUeOwZcumTf59WtK3PU4uKAU6fse01cHLB9exKA2vjoI/ePuTvxpGPdnTDuajDuahTmuC9bBvTuLdsjRgCDBrnmcwtzzFVi3MkWzukmsqJpGg4fPmzadmc6nSTC69bJEPPGjeVxY0+3raS7WDGgYUNg925g/XqpSH43fn7ymn//lXndVave/TVbthjjfBgnTrh/zN2JJx3r7oRxV4NxV6Owxn3DBimclpEBPPcc8PHHrvvswhpz1Rh3soVJN5GVgIAArFu3zrTt7urUMSfdRsaeblvDywGgTZvcJd2AFGD791953TPP3H3/LVsAIAAPPbQOo0Z5Rszdhacd6+6CcVeDcVejMMZ9506ga1cgJUXuv/vOtfVKCmPMCwLGnWzhOt1WuE43eZpZs4CBA2W+tHHu9PvvA+PGAQMGADNn5vzaP/+UKuTVq8swc3scPiw96XXrAkWL3n3/1FRJ0IODWVyGiIjc25EjMj3r+nW5cL1ihRQtJSLPxHW6iQiAuZjaoUPmx+zt6TbO6z5+HLh40b4lTmrVyl37/P25TBgREbm/w4eBBx+UhLtpU+CPP5hwE5FgITUiKxkZGViyZAmWLFmCDONi1m6senW5v3gRSEyUbXvmdAPSU92woWxv2OCU5gHwvJi7C8ZdDcZdDcZdjcIS9/37pWf78mUZtbViBRAaqqYthSXmBQ3jTrawp5vISmpqKh599FEAQGJiInx83Pu/SfHiklxfvy5LhzVoYH/SDZjnda9bZ/+87sWLgU2bgF69zEl7dn7+WZL5Ll08K+buwtOOdXfBuKvBuKtRGOK+e7dM4bpxA2jUSKZy2fP31VkKQ8wLIsadbOHRQGTFy8sL9913n2nbE1SrJon2iROSdNs7vBwA2rYFpk6VYmr2mjdPhtVVqmQ76V66FPj+eyA83PNi7g488Vh3B4y7Goy7Gp4e9x07gI4dgZs3gebNgZUr7atn4kyeHvOCinEnW5h0E1kJDAzE5s2bVTfDoapXl4rix4/Lz7np6W7VSqqunjgBxMQAZcve/TX16knSnbVienb27pX7pk0D8d57nhVzd+CJx7o7YNzVYNzV8OS4r14N9OghU7datgSWLwcKQg1eT455Qca4ky28DENUCBjndZ84Ife56enOOq/b3t5uY/E2W0l3Sgpw9KhsN2hg3/sSEREVBPPnA507S8Ldrp30cBeEhJuICiYm3USFQLVqcn/8OGAwAHFx8rO9c84efFDu16yxb//ateX+6FEgp0UJDx8GMjIk8S9Xzr73JSIiUknTgA8/BHr3lr9hzz4rPdwhIapbRkQFGZNuIivJyclo2rQpmjZtiuTkZNXNcYisPd1xcZJ4A0CxYva9Pjpa7letyjmJzqpKFVlqLD4euHo1+32MQ8vr1wdSUjwv5u7AE491d8C4q8G4q+FJcU9PB15+GRg7Vn5+4w3p8fbzU9sua54Uc3fCuJMtnNNNZMVgMGDnzp2mbU9QtarcX7smRV8AWXPb39++17dqBQQFAbGxsixK/fq29w8IAMqXB86elUQ/IuLOffbtk/sGDTwz5u6AcVeDcVeDcVfDU+J+7RrQs6dMs9LpgGnTgGHDVLcqe54Sc3fDuJMtTLqJrPj7+2Pp0qWmbU8QEiJJ9sWLUuAMAGrUsP/1/v6ydNjy5dLbfbekG5DedWPS3bLlnc9fuCD39et7ZszdAeOuBuOuBuOuhifEfd8+oHt34MwZ+Xv6v//JzwWVJ8TcHTHuZItO0+wZLFp4JCQkICwsDPHx8SjCihjkQaKjpdJqRARw5Qrw0kvA11/b//rPPwdeeUXmd69de/f9T56ULyelSkmvQHauXZOEPjTU/nYQERG5yqJFQK9eQFISULky8PvvQJ06qltFRAWFvbmj28zpfuSRR1C+fHkEBASgdOnSeP7553Hx4kWLffbv34/WrVsjICAAUVFRmDx5sqLWEhU8jRvL/ZUrcp+bnm4AeOghuf/nH0Cvv/v+VasCkZE5J9wAEB7OhJuIiAoegwEYNw54/HFJuNu3l+lZTLiJKC/cJulu27YtfvnlFxw7dgyLFi3CqVOn8Pjjj5ueT0hIQMeOHVGhQgXs2rULH3/8McaPH4+ZM2cqbDW5o8zMTKxZswZr1qxBZmam6uY4jDHpNspt0l2tGlCxIpCWZv/SYfby1JgXdIy7Goy7Goy7Gu4Y95QU4Mkngfffl59ffRVYscK+ZTYLAneMuSdg3MkWtx1e/scff6B79+5ITU2Fr68vvv76a4wdOxaxsbHwu11GcvTo0ViyZAmOGhcDtgOHl5Ner0fI7bU/EhMTERwcrLhFjnH6tAyNMzp1yvJne7z0EvDNN8CQIcD06bb3TUyULyynTwM//QR4ZbnE99tvwMyZQNeuUgnWU2Ne0DHuajDuajDuarhb3G/cALp1k1Fdvr7ArFmyPJg7cbeYewrGvXCyN3d0y0JqN27cwIIFC3DffffB19cXALB161bcf//9poQbAKKjozFp0iTExcWhWA5rI6WmpiI1NdX0c0JCgnMbTwWel5cX6t+uFObl5TaDQe6qYkVZIiwuTpY3qVAh9+8RHS1J96pVd9/X3x+YOlXWMZ061XIt7h07gJUrgUqV5GdPjXlBx7irwbirwbir4U5xP3MG6NQJOHoUCAuTC8Rt26puVe65U8w9CeNOtrhV0j1q1Ch88cUXSEpKwr333muqEAgAsbGxqGT8Bn9bqVKlTM/llHRPnDgR7777rvMaTW4nMDAQe42LSHsQnU6GmP/1l8y39vbO/Xs8+KC87sQJ6cG2+i9nwddXnj9xAjh+3DLpPnFC7qtVk3tPjXlBx7irwbirwbir4S5x37MHePhhWRqzXDlZraNuXdWtyht3ibmnYdzJFqWXYUaPHg2dTmfzlnVo+Ouvv449e/Zg9erV8Pb2Rq9evZDf0fFjxoxBfHy86Xb+/Pn8/lpEBVajRnKf2/ncRmFhQIsWsm1Pb7dx+Prp05aPHz8u99Wr560d5DyaJqMhiIgKi9Wrgfvvl4S7bl1g61b3TbiJqGBS2tM9cuRI9OnTx+Y+lbNMOg0PD0d4eDiqV6+OmjVrIioqCv/++y9atGiByMhIXL582eK1xp8jIyNzfH9/f3+upUeFxpAhMmzujTfy/h4PPSRz3Vatkjnethh7wrMm3QaDLCcGmHu6qeB4+WWZb//++8CYMbarzxMRubu5c4EBA2Qq1IMPAosXywVmIiJHUpp0lyxZEiVLlszTaw0GAwCY5mO3aNECY8eORXp6umme95o1a1CjRo0ch5YTZSc5ORmdOnUCAKxYsQKBgYGKW+Q4UVGyxmh+REcDb70la3Wnp8sw8pxkl3RfvCjLr3h7m5/35JgXZNZx9/MLxIwZ8tzYsVKpfvx4de3zVDze1WDc1Siocdc0YMIE4O235ednnwW++05qnri7ghpzT8e4ky1uUb1827Zt2LFjB1q1aoVixYrh1KlTePvtt3H58mUcOnQI/v7+iI+PR40aNdCxY0eMGjUKBw8eRN++ffHpp59i4MCBdn8Wq5cTq0/aZjAApUoB164BGzcCrVvnvO+vvwJPPCFD0rdskcfWrZPehKpVzXO7GXM1rON+5EgwmjY1Px8ZCcTEWFaep/zj8a4G465GQYx7RoaM6pk1S34ePVoScE851xXEmBcGjHvh5FHVy4OCgrB48WK888470Ov1KF26NB566CG89dZbpqHhYWFhWL16NQYPHozGjRsjPDwc48aNy1XCTQTIlINffvnFtE2WvLyADh2AH3+UCuS2km7j7JCLF82PxcVJFfWs87kZczWs4/7XX/J4p04yhSA2Fti1CxaJOOUfj3c1GHc1Clrc9XpZg3vZMvl7Nn26JOCepKDFvLBg3MkWt+jpdiX2dBPd3bx5QJ8+Ug19586c90tLkx7xyMg7exBSUoCAAKc2k3KpfXuZNjB9OrBhA7BwITBuHMAFHsidLVsGLFoEhIdLclWxouoWkSqXLwNdusjfrcBAuXjcrZvqVhGRO7M3d2TSbYVJN9HdXboElCkjRbYuXwbyWJqBCpDkZBmBkJoKHDkCbNsmF1YaNZLebiJ3dPw40KCBHN+A1LXYtg0oXVpps0iB/fuBrl2Bc+eAEiWApUuBe+9V3Soicnf25o4eMnuFyHEyMzOxefNmbN68GZmZmaqbUyCVLg3Ury+FaNasyf/7MeZqZI37sWOZSE2VxLtGDRlirtMBu3fLRRZyjKNHgc6dMzFmDI93Z8vMlAtHycmSXFWtmonz5zejXbvNSEtj3F2lIJzff/8duO8+SbirVZMaI56ccBeEmBdGjDvZwp5uK+zpJhbCsM+oUcDkyUCvXjLcPCfz5wN//ikF1R59VJL1ihWBH34wL8vCmKuRNe4LFybi8ceD0bChJNoA0KSJ9HIvWAA884zChnqIEyeABx4ALl3SA+Dx7myrVskSh6GhwMGDQHy8HvXqSdynT0/EkCGMuyuoPL9nZMj0mAkT5CJxu3bAL78AxYu7rAlK8G+qGox74eRRhdSIXEmn06Fq1aqmbcpedLQk3atWyZeZnEK1Z4/MDa5QQYYqHz4MnDolX4SNGHM1ssb9wgWJe/ny5ucffFCS7r//ZtLtCC+8IKMGihbV4eZNiXtsrA5VqihumIe6Xc8Izz8vx3VSkg7h4VVx7Rrw3ns69O5teR4i51B1fr94Uc5bGzbIzy+/DEybZnuZS0/Bv6lqMO5kC4eXE1kJCgrCiRMncOLECQQFBaluToHVsiUQFCRzug8cyHm/atXk/sgR8xJhVataFlZjzNXIGvfYWIm7ddINSNJN+bNzJ7B5s3zh378/CE2bngBwAn/9xePdGdLSgN9+k+0nnpD7oKAgxMScQNWqJ3D1ahAmTVLXvsJExfl98WKZy79hAxASIiOrvvyycCTcAP+mqsK4ky1MuokoT/z9gTZtZHv16pz3a9BA7vfuNSfdWZcLo4Lh3Dm5z5p0t2oF+PgAp0/LjfLus8/k/sknpZhX9+7y89Klyprk0dauleUJS5WS49jIzw/4+GPZnjLFfNyTZ7hxA3j2WaBHD+DqVZnOtGsX8PTTqltGRIUdk24iyrOOHeV+1aqc96lXT4aeX7woaz8D5t5vKjiyS7pDQoDmzWWbvd15FxsL/PyzbA8bJvddusj9X38BSUlq2uXJfv9d7nv0ALy9LZ/r1k3m1qekAGPGuL5t5HiaJvVDataUXm0vL+DNN6VSPS/yElFBwKSbyEpKSgo6d+6Mzp07IyUlRXVzCrToaLnftCnnxCEkxJxkG+dY1qxpuQ9jrkbWuJ87J3HPmnQDHGLuCDNmAOnpQIsWQNOmEvcxYzojIECO97VrVbfQ82zeLPcdOpgfMx7vXbp0xsSJKdDpJEHbskVNGwsLZ5/fDx6Uiyi9ewNXrgD33CP/phMmyIiswoh/U9Vg3MkWVi+3wurlxOqT9tM0KZB2/jywcqU5Cbf21FPmnj4vL+n1LlXK/DxjrkbWuHt5JcJgCEZMjKzBbrR+PdC2LRAZKf9urA2TO6mp8n/k8mXgp59keHnWuAOJGD48GJ9+qrSZHuXmTalOrWkS94gIedz6PPPKK8GYPRto3BjYvt2yzgQ5jrPO79euAR9+CHz+uSwPFxQEvP02MGKETCMozPg3VQ3GvXBi9XKiPPLz88OcOXNM25QznU6GmM+eLfO6c0q6GzQwJ93t21sm3ABjroox7jduACNH+sHXV5LrrO69FwgIkCHSR4/eOUqBbPvlF0n8ypYFHntMHjPGfcsWYNYsP+zYobaNnubffyXhrlrVnHADd55nPvwQ+PVXmfM7Zw7Qr5+iBns4R5/fb90Cpk6VOfm3bslj3btLZfIKFfL99h6Bf1PVYNzJFvZ0W2FPN1Hu/PKL9N7VqZNzFfOkJOl58PGRYbaFpYKsu9iyRarRV6oE/Pffnc+3by+Fqb74Ahg82PXtc1eaJsPJd+2Soa5vvmn5/LFjMhQ2MBCIj+f/C0d5+23ggw+AXr2AefNs7zt1KjBypCTnx48DYWGuaSPl3q1bwMyZwEcfSS83IBd0J06U9diJiFSwN3fkYCoiypd27aTH++BBGX6cnaAgSbgBJhYFUXZF1LLivO682bpVEu6AAGDgwDufr1ZNkrzkZODQIde3z1MZ52i3bHn3fYcMAWrUkLnA1hdFqGA4fRp47TWgXDm5v3ZNiqP9/LP8/2LCTUTugMPLiaxkZmbiwO0u27p168LbuvQtWShRAmjSBNixQ4aY9+mT+/dgzNUwxv3ffwGgLqKiso+7Meleu5YjFXLDuEzYs88C4eHmx7Me740b18Xff3tj+3bz8nqUdxkZUrEaAO67z/K57M4zfn6yfnP79sBXXwGPPirblD83bwK7d0vCfONGJq5fP4DwcKBjx7qoUcPbZoEzTQPOngWWLwcWLLAsdFejBvD661I0zYffYHPEv6lqMO5kC4eXW+HwcmIhjNx76y0ZPvv001INOLcYczWsC3q98UYwJk26c7/MTKB0aVn39q+/ZHQD2XbqlPTGGQzAvn2ydJ5R1riPHJmIKVOC0b8/MGuWosZ6kN27pTBaWJis2Zy1OJqt88zgwZJ0ly0L7N1reZGE7HPjBrB4sfRAr1sn5w2hB2A+z3h5BaNSJZlaUa2aFL3z8pIpFqdOyZz8rKOmdDq5EDJ8uPRqs+Dd3fFvqhqMe+HEQmpEeaTT6VDmdvlmHUs126V9e0m6162TXorcho0xV8MY97g4IDlZh5Ils9/P2xvo2hX47jtZ/5hJ991NniwJd6dOlgk3YHm8N20qx/v27a5uoWcy9oq2aHFncmbrPDNpklxQOn5cRiYsX37n+t6UvTNnpKjZ7NkyVcKoUiUpvBgaqsPvv5dBZiYQEKDDrVuSXJ86lfN7+vjICKqePWX1i6wrKtDd8W+qGow72cKebivs6SbKvZQUoGhRWR7pyBHpwSD38dBDwKpVwNy5MmwzO3/8AXTrJvO+z5zh0mG2xMQAlSsDaWnAxo1A69Y573v+vMTU2xtITJT535R3Tz8tS7O9954UVMuNgweBZs0kcRwxQhJJytn+/XJx6aefzL3adevKv8ETTwBVqtz5Gk2TlRCOHZPVEP77D4iLk/NJSAgQFSUjFZo2lQKDREQFnct6uvV6PX7++WckJyejY8eOqFatWn7fkojcTECAzJ9ct07WdWbS7V6uXpX7nHq6ARnNEBgoRdf27AEaNXJN29zR+PGScLdubTvhBqQ4VHi4FIc6cECSDcq73BRRs1anjiwd9tRTUtU8KkqGNJOZpsmFpEmTgBUrzI936ACMHg20bWv7gpxOJ1NVSpcG2rRxenOJiAqMXM2MOXfuHB544AGEhoaiQ4cOOHfuHBo1aoT+/ftj6NChaNCgATZu3OisthJRAWb8ArVundJmUB7Yk3QHBQFdusj2//7n/Da5q8OHZRg+IEsb3Y1OBzRsKNt79jivXYXBhQtyUcjbW3qs8+LJJ4EPP5TtV1+Ved4kBRR//lmG7bdpIwm3l5f0aO/aJUU0H3yQI2CIiHKSq6T7tddeQ1paGmbMmIGgoCBER0ejWrVquHTpEi5fvoxOnTph/PjxTmoqkWukpKSgZ8+e6NmzJ1JSUlQ3x220bSv369dLb0huMOZqGOMeE9MTQIrNpBuQdY8BqSicnu705rkdTZNEzWAAune/s3q2kfXxzqTbMYy93PXry1Bla/aeZ0aPBt54Q7YHD5alxAwGJzTYDcTFyRDyypVlBMC2bYC/P/DSSzJE/Oef7z7qhed312PM1WDcyZZczemOjIzEH3/8gWbNmuHGjRsIDw/H5s2b0aJFCwDAvn370K5dO1y7ds1pDXY2zukmVp/Mm9RUmdedkiJrDteqZf9rGXM1rKuXJyYGw1bo09NlyO3lyzLHu2tXlzTTbfzwgxTh8veXoeI5zbayPt7//DMYTz8NNG+O28u3UV4MHy7LtA0ZAkyffufzuTnPaBowbhzwwQfy86OPygiPwnBqMhiADRukMNqiRXJOB4CICODllyXhLlXK/vfj+d31GHM1GPfCySlzuq9cuYIKFSoAAIoXL46goCCUynLmjYyMRFxcXB6bTFQw+Pn54YsvvjBtk338/WUe5dq1MsQ8N0k3Y66Gn58fxo//AuPHAwEBfndNKHx9JamcOhWYOZNJd1axseb5v2PH5pxwA3ce78ae7v37pSAVq2bnzebNcp/TCIPcnGd0OuD992XZt/79gd9+k2ra330nQ6w90fHj0nM9d64UODOqX1+O7aeeyluhP57fXY8xV4NxJ1ty1dPt5eWF2NhYREREAABCQ0Oxb98+VK5cGQBw+fJllClTBpnmxRndDnu6ifJuwgRZs/vxx4Fff1XdGrLH9u3Sw1q+PHD27N33P35cCuVpGivVGxkMQHS0LDlVty6wY4dchMrN68PCpHp5bkeJkNDrJYaZmXIcly/vuPfevFnOabGxkowPGyYJeWio4z5DBU2TIeILF8r5ev9+83NFikgV8r59pbgf52oTEWXPadXLx40bh6CgIABAWloaJkyYgLCwMABAUlJSHptLRJ7AWExt/XpJJKzXyaWCx54iallVry5Lhy1ZYu7xLuzeflsS7qAg6SnMTcINyP+T+vUludu9m0l3XuzcKQl32bIyBcKRWraUiyEjRgDz5skQ9u+/B157TYayZzd/vKDS62Uk0sqVUgwta4+2jw/Qrh3wzDNykeH2Vz0iInKAXCXd999/P44dO2b6+b777sN/Wc/Yt/chcmcGgwGnTp0CAFSpUgVezBzt1rSpfFG7dk2+pNata9/rGHM1DAYDDhyQuIeHV4G9tTVHjpSke948GUp9e9ZRoTR7trna9ddfAzVr3v012R3vDRtK0r1nD/Dcc05ssIcyDi1v2TLnXtn8nGeKF5dh1089Bbzyioz4GDMG+OQToE8foF8/+/7tXe3GDSkw988/ctuxQ5azM/L1lUS7Z08p/le8uOPbwPO76zHmajDuZEuuku7169c7qRlEBUdycjKqV68OgIUwcsvPD2jVSpaPWb/e/qSbMVcjOTkZY8ZI3IsVSwRgX9xbtpRq9evWSdL9/fdObGQBNncuMGCAbI8da67ufjfZHe+sYJ4/xsrlOc3nBhxznnnoIbmg+OOPwHvvASdPAlOmyK1ZM6lz0KWLjFxw9ZDsGzdkiPj+/cC+fVJp/NChO/erUAHo1Elubds6f5g8z++ux5irwbiTLXYn3SNGjLD7TadOnZqnxtgjNTUVzZs3x759+7Bnzx40aNDA9Nz+/fsxePBg7NixAyVLlsTQoUPxhnHdD6JcME6ZoNxr3VqS7i1bgKFD7X8dY66Gv38YUlPtH14OSDLxySdA48ayfNjQoTIvvLDQNKlqPW6c/DxokCRguWF9vGdNujWNc2hzw2AwJ90tW9re1xHnGR8f4PnnZc7zihXAt98Cy5ZJfYTt22W6QYkSwL33yq1uXal9ULmy9Cznx82bwJkzwOnT5vuTJ6Va/oUL2b+mRg25GNqqlcSnalXXH188v7seY64G4045sTvp3mN1+X337t3IyMhAjRo1AADHjx+Ht7c3Gjdu7NgWWnnjjTdQpkwZ7Nu3z+LxhIQEdOzYEe3bt8eMGTNw4MAB9O3bF0WLFsXAgQOd2ibyLMHBwbh586bqZrgtY2Vf45dgezDmagQHB+Ppp29i7lygTJncvbZRI+nZnT9fii3t2pW3ysbu5uxZYOBAubAEyLrcU6bkLonJ7nivXVsSsps35TMqVnRUiz3fsWOynnRgoPQw58TR5xkfH+nZ7tpViqz9+SewdCmwZg1w/bok4suWmff38gLCw2W5rVKlZAmuwEAZIWS8pafLEl3GW1ycTNe5fl3uExNtt6lSJaBePbk1aiRJdm4uqDkDz++ux5irwbiTLXYn3evWrTNtT506FaGhoZg3bx6KFSsGAIiLi8MLL7yA1q1bO76Vt61YsQKrV6/GokWLsGLFCovnFixYgLS0NHz33Xfw8/ND7dq1sXfvXkydOpVJN5ELNWsmXy7PnQMuXsx9MkeuldtCallNmSIFmQ4fluHVU6Y4tm0FyYkTwFdfybzt1FS5wDB9uiwn5Qh+fkCdOtLTvWcPk+7cMF7ga9Ys/z3JeRUZKVMNBgyQ42PfPllzfft2qfJ/7JgUMbtyRW4HDuT9s0qWlOOjUiXzrU4d6VHnoitERAVTrquXA8CUKVOwevVqU8INAMWKFcMHH3yAjh07YuTIkQ5roNHly5cxYMAALFmyxFQ9PautW7fi/vvvt1gXLzo6GpMmTUJcXJxFW4nIeUJD5cvfvn3A1q1Ajx6qW0S25CfpDg8HZs2SauZTp8o6xk8/7dj2qWQwyHJKX38tNQqMHngA+OYbGbbrSA0bSsK9ezfw6KOOfW9PlrWIWkHg7y8XAJo1Mz+macDly3KLjZX7q1clQU9LM998feWCTkCAvE/RovL/zHiLjHSvaulERCTylHQnJCTgqvGbWhZXr17FrVu38t0oa5qmoU+fPnjppZfQpEkTnDlz5o59YmNjUalSJYvHSpUqZXoup6Q7NTUVqamppp8TEhIc13ByS6mpqXjxxRcBAN988w38c7v+D6FFi9wl3Yy5GqmpqTh8WOIeFvYNgNzH/ZFHgFGjgEmTZJh5qVLAgw86uKEKnDwplap37ZKfdTopovXKK0DHjvmbE5vT8c5ianljTxE1QO15RqeThDky0vYQeE/E87vrMeZqMO5kk5YHzz//vFaxYkVt0aJF2vnz57Xz589rCxcu1CpVqqT16tXL7vcZNWqUBsDm7ciRI9pnn32mtWzZUsvIyNA0TdNOnz6tAdD27Nljeq8OHTpoAwcOtHj/Q4cOaQC0w4cP59iGd955J9vPjY+Pz11QyGMkJiaajoPExETVzXFL8+drGqBpLVrYtz9jrkbWuO/enfe4Z2RoWrdu8m8eFKRpa9Y4ro0qxMZqWqVK8vuEhmra229r2tmzjnv/nI73f/6RzyxTxnGf5emuXpWYAZp2/brtfXmeUYNxdz3GXA3GvXCKj4+3K3fMU0/3jBkz8Nprr+GZZ55Beno6AMDHxwf9+vXDxx9/bPf7jBw5En369LG5T+XKlfH3339j69atd1wxatKkCZ599lnMmzcPkZGRuHz5ssXzxp8jIyNzfP8xY8ZYVGZPSEhAVFSU3b8DeR5fX19MnjzZtE25ZyymtmuXDJ+828VexlwNb29fABL38PC8x93bG/j5Z1nnd+VKWYroiy+k4Ji7VeG+dQt4+GGpCl2lCrBxo+PrEuR0vBuXmbp4Ueb9RkQ49nM90datcl+z5t3XmOZ5Rg3G3fUYczUYd7JFp2maltcX6/V6i0XgnbUe3blz5yyGfV+8eBHR0dFYuHAhmjdvjnLlyuHrr7/G2LFjcfnyZdOB/uabb2Lx4sU4evSo3Z+VkJCAsLAwxMfHowgrkhDliaZJwnDtmnwpvvde1S2i7MTHy5xRAEhOzn/18ZQUoF8/4Icf5OcnngA++0yG1LqD9HSpRL1qlcxx37JFlldypRo1gOPH5eJFdLRrP9sdjRkDfPSRHHfffqu6NUREVNjYmzt65edDgoODUa9ePdSrV8+pC8CXL18ederUMd2MC89XqVIF5cqVAwA888wz8PPzQ79+/XDo0CH8/PPP+Oyzz3K1vjgROYZOl7elw8i1jCubGAs35VdAAPD995IE+fgAv/wCVK8OTJ4sIx4KMk2TSuSrVgFBQbL0k6sTbkCWeQI4r9teBa2IGhERUXbylXQXJGFhYVi9ejVOnz6Nxo0bY+TIkRg3bhyXC6NcMxgMiImJQUxMDAwGg+rmuC1jUSPj8E9bGHM1btwwAIhBkSKOi7tOJ4XVtmwBmjaV4dqjRgHVqkmxtevXHfIxDpWWBrz0kqw57u0tFwuyVp52NFvHu7GY2u7dzvt8T5GWBuzYIdt3K6IG8DyjCuPueoy5Gow72ZKv4eWeiMPLSa/XI+T2miyJiYlOHcXhyTZsANq0AcqWBS5csL0vY67GihV6PPyw8+JuMEjP9+jRwKVL8lhAgCyH1aOHVANX/U/977/A8OHAtm1yweDbb6UKuzPZOt7XrJHq6FWrytrglLNt22TqSokSsvzW3eoH8DyjBuPueoy5Gox74eSS4eVEnsrHxwc+PnmqM0i3NWkivYYxMcC5c3ffnzF3vfh4APCBTuecuHt5Ab16Af/9B8yZI724KSnAjz8Cjz8u86Y7dgQmTJCCZcbh7s6UmQkcPCjrijdvLtMgtm2T9eX/+MP5CbdRTse7saf75EmAK1jalnWpMHsL9vE8owbj7nqMuRqMO+WERwWRleDgYFNVfsq74GCgXj2Zm7pzJ1C+vK19GXMVUlKCAaQ7vcc5IADo0wfo3VuGA//6K7BokVQIX7NGbkZRUUCdOnKLipKREmXLSgXxokWlnV42LhdnZMjFhPh46V0/cwY4e1buDx+W4zEpyby/j49cGHjvPfkcV7B1vIeHA+XKyeiQffuA1q1d0yZ3tGmT3Ns7n5vnGTUYd9djzNVg3MkWJt1E5DSNG0uSs3s38NhjqltD1ow9y8YK5s6m08lc6WbNpLjaoUMyDWHDBhnmff68+bZiRc7vExQEhIRI8m1epRnQ6y0T6pwEB0sPd5cuwFNPAaVKOe53dISGDSXp3rOHSXdONE1GRwDA/ferbQsREdHdMOkmIqcxDpUtiJWYb9wAjhyR5ZlOnJD7y5elhzQhQe5TUiRR9PKSex8fSfZCQmQ4cmioJGylS8uyWKVLyy0qCqhUCSjoy3Qak+5ixVz/2TqduUd78GBzew4dAg4ckH+bmBjz7dIl6cUGJLG+W3IdFCTD1ytVAipWlFvVqlIdvHp1mfpQUDVqBPz5J4up2XLkiBTlCwyUi3tEREQFGZNuIiupqammpeamTp0Kf39/xS1yX8blj+6WPLgi5omJwLJlwF9/Af/8Axw9mrf3sXfesbe3JHrVq0vlbuOtVi0ZPmzvHFRnuno1FcAI/PsvkJqq/lgvWlSGCmc3XFjT5CJIYqL5ZjBIHI23wEAgLExuBfmCx92O94J8saqgMA4tb9EC8POz7zU8t6vBuLseY64G4062sHq5FVYvJ1afdJykJOkNNhiAixelFzg7zoq5pgGrV0tF6mXLgORky+fLlzcnxdWrSzJsTNqKFJEkzjh02WAA0tNlCHNioiyFFR8PxMbK7dIl8+3sWds9sSVKSGKV9VajhusT8Wee0ePHH3msu9rdjvdz54AKFWRkRWIiwO9td3r2WeCHH4B33gHGj7fvNTy3q8G4ux5jrgbjXjjZmzuyp5vIiq+vL9555x3TNuVdUBBwzz3mAlY5Jd2Ojnl6uixVNXWqVKo2qlJFlqtq3VoqHoeH5/ujsqVpcpHhxAnL2/HjwLFjMiz2r7/kZlSiBNCqldzuv1+GzDp7CPStW74A3kGXLjzWXelux3tUFFC8uEyBOHiQw6et5XU+N8/tajDurseYq8G4ky3s6bbCnm4ix3ruOWDBAuCDD4CxY53/eRs3Ai+/LHODAZl/3bevVM5u2FD9sO6UFEmk9uwx3/bulcezKlECePhhoGtXWVYrLMzxbXngAYnXL78APXs6/v0p7zp0kIsyM2cCAwaobk3BcuaMzNX38ZHRJkFBqltERESFFdfpJqICwTg/de9e535OWhowZgzQpo0k3OHhUiH7/Hngs89kfrnqhBuQ5bOaNJFE6quvgK1bJXHYuhX4+GPgkUdkbvP168D//gc88YT8Lt26Ab//Lr34jhIXJ/cqCqmRbcbe7Z071bajIDL2cjdpwoSbiIjcA4eXE1nRNA3x8fEAgLCwMOgKQqbmxurUkXtjz3N28hvz//4DnnzSnKD07Qt88on7JJN+fsC998rttdekSvfmzVLB+s8/ZVj6H3/ILSICGDYMGDIk/73fcXEagHh4ewOaxmPdVew53ps0kXsm3XcyFlHL7VJhPLerwbi7HmOuBuNOtnB4uRUOLycWwnCsmBgpUObtLUXIsisKlZ+Y794NdOoEXLkiSfasWUCPHo5qfcFw+DAwdy4wf74sawZIwj10KPDGG1KsLi9CQ/VITOSx7mr2HO9nz0r1e19fWcIuIMDFjSzAatSQC1FLlwKdO9v/Op7b1WDcXY8xV4NxL5w4vJyICoQyZSRBzMyUL8qOtHcv8OCDknA3aADs3+95CTcgy4wZh8ovWADUri1D0j/4QArV/fln7t8zI0MqY1PBVL68TCtIT5fjmsTly3Ie0emyX1qOiIioIGLSTWQlKCgIaWlpSEtLQxAnDOabTmceYp61knhWeYn56dNAdLQkn61aARs2SI+6J/P1BZ55RpKwhQuBypWlSvojjwCvvCKJtL0SEgAgCEAa9Hoe665kz/Gu03GIeXaMQ8vr1ZPaB7nBc7sajLvrMeZqMO5kC5NuIis6nQ6+vr7w9fXlfBwHqV1b7nOa153bmOv1QPfu5h7upUtlXe3CwstLevQPHQJefVUe+/xzWQ7N1vrgWUkRNR1CQnwRFMRj3ZXsPd6bNpX7HTtc1DA3YCyi1rp17l/Lc7sajLvrMeZqMO5kC5NuInI6Y9KdU093br38svT2RkTI0GpnLKflDgICZC3yxYtle+lSqXZuT4XzmzflPre9heQ67Om+U16LqBEREanEpJvISlpaGl5//XW8/vrrSEtLU90cj3C3Cua5ifmiRVJQzMsL+PVXzx9Sbo9HHwVWrwYCA4Fly6TA2t1I0p2G5GQe665m7/FuTLoPH5bRHYXdzZvAvn2ynZeebp7b1WDcXY8xV4NxJ1tYvdwKq5cTq0863uXLQGSkzFNNSrqzErO9Mb9+XQqHXbsma3J/+KGzW+5eli6V+d2aBvz2mwzBz8nvvwPdu+sB8Fh3tdycY8qWlXn7mzZJ7YLCbNkyoEsXoFq1vBVl5LldDcbd9RhzNRj3wsne3JHrdBNZ8fX1xWuvvWbapvyLiJA51wkJwKlT5uHmRvbG/N13JeGuXRt45x1nttg9dekCvP66VDofMECG4BYvnv2+0nPqi/LlX8MTT/BYd6XcnGOaNJH12XfuZNKd36HlPLerwbi7HmOuBuNOtrCn2wp7uomco2lTSRzu1gObk6NHZZh6Zibw119Au3YOb6JHSE0FGjWSIcljx8qyYtmZNQsYOFB6xn//3bVtJPt98AHw9ttStX7BAtWtUat5c2D7dmDePKBXL9WtISIi4jrdRFTAVKsm9ydO5O31778vCXfXrky4bfH3Nyfan30mIwOyY1yj+/ZIOCqgWExNxMebY9C2rdq2EBER5RaTbiIrmqYhPT0d6enp4EAQxzEm3dnNxbxbzM+cAX7+Wbbffdd5bfQU3bsDDRtKYv3FF9nvI8PLNQQG8lh3tdycY4xJ9/HjkngWVps2AQaDnEeiovL2Hjy3q8G4ux5jrgbjTrYw6SaykpSUBD8/P/j5+SHJ3kWP6a6qV5f77Hq67xbzTz+VXu727SWZJNt0OmDkSNn+/nsprGZNerqTMHs2j3VXy805JjwcqFhRtnftcn7bCqq//5b7/PRy89yuBuPueoy5Gow72cKkm4hcIq/Dy/V64LvvZPv11x3bJk/WrRsQFCSF63bsuPN5LkHlPjjE3Jx0P/ig2nYQERHlBZNuIitBQUGIi4tDXFwcgoKCVDfHYxiT7osXzfOJjWzFfPFi2b9yZenpJvuEhEjiDQA//HDn8/JvEIR33uGx7mq5Pcc0bSr32V08KQyuXzevz92mTd7fh+d2NRh312PM1WDcyRYm3URWdDodihYtiqJFi0Kn06lujscoVkyGygLAyZOWz9mK+dy5ct+7N+DFM1auPPOM3C9ceOcQc+np1iE8nMe6q+X2HFPYe7rXr5f7OnWAUqXy/j48t6vBuLseY64G40628CssEblMboeYnz1rHlbau7dz2uTJ2rUDfHyAmBiJZVbG0QbBwa5vF+VOo0Zyf+ZMztXoPZkj5nMTERGp5DZJd8WKFaHT6SxuH330kcU++/fvR+vWrREQEICoqChMnjxZUWvJnaWlpWH8+PEYP3480tLSVDfHo1SuLPdnzlg+nlPMf/tN7u+/H6hQwTVt9CSBgebCc1u3Wj4nPd1pWL6cx7qr5fYcU7SouRBhYeztdtR8bp7b1WDcXY8xV4NxJ1t0mpvUtK9YsSL69euHAQMGmB4LDQ1F8O1umoSEBFSvXh3t27fHmDFjcODAAfTt2xfTpk3DwIED7f4cexc4J8+l1+sRcnvx4sTERNMxRvk3dizw4YfAkCHA9Onmx3OK+YMPAuvWAVOnAq++qqLF7m/4cFmv2zrmTZoAu3bpAfBYd7W8nGOefVbm5r//PvDWW85uYcFx6RJQpoxU5L9+Xaap5BXP7Wow7q7HmKvBuBdO9uaOPi5sU76FhoYiMjIy2+cWLFiAtLQ0fPfdd/Dz80Pt2rWxd+9eTJ06NVdJN5GPjw9efvll0zY5Tvnycm891Dm7mMfFARs3yvOPPOKqFnqeFi0k6bbu6Zbh5T7o3v1llCnDY92V8nKOadpUku7CVkxt3Tq5b9gwfwk3wHO7Koy76zHmajDuZItb9XSnpKQgPT0d5cuXxzPPPINXX33VdFD36tULCQkJWLJkiek169atw4MPPogbN26gWA5/rVNTU5Gammr6OSEhAVFRUezpJnKCFSuAhx8G6tcH9u61ve+PP0ohsFq1gEOHXNI8j3T+vFzs8PYG4uPNc7ijooALF2S4cuPGattId/fPP0Dr1tLrGxOjujWu078/MHs28NprwMcfq24NERGRJXt7ut1mTvewYcPw008/Yd26dXjxxRfx4Ycf4o033jA9Hxsbi1JWZU2NP8fGxub4vhMnTkRYWJjpFhUV5ZxfgIhMPd3nzt193+XL5b5rV+e1pzCIigLKlgUyM4Fdu8yPs5Cae2nYUKr3X7wot8KC63MTEZEnUJp0jx49+o7iaNa3o0ePAgBGjBiBNm3aoF69enjppZcwZcoUTJ8+3aKXOi/GjBmD+Ph40+38+fOO+NWIKBvGpDsuDrh1y/a+mzbJPdfmzr969eQ+a9V4KaQm63lTwRccLKM+gMJTTO3MGeD0aRml0aqV6tYQERHlndKke+TIkThy5IjNW2VjuWMrzZs3R0ZGBs7cLoMcGRmJy5cvW+xj/DmneeAA4O/vjyJFiljcqHDT6/Xw9fWFr68v9MbMhBwiNNQ8LzNrb7d1zC9ckHnf3t5A8+Zq2upJKlaU+9On5T4tDUhPBwA9KlXise5qeT3HFLb1uo3zuZs1k3NHfvHcrgbj7nqMuRqMO9midJZ/yZIlUbJkyTy9du/evfDy8kJERAQAoEWLFhg7dizS09Ph6+sLAFizZg1q1KiR43xuopxkZGSoboLHKl9eerrPnQNq1zY/njXmmzfLff36jvmyXdgZk27jUm1ZvwvwWFcjL3Fv2hSYO7fwFFNzxtByHu9qMO6ux5irwbhTTtyitN7WrVuxbds2tG3bFqGhodi6dSteffVVPPfcc6aE+plnnsG7776Lfv36YdSoUTh48CA+++wzfPrpp4pbT+4mMDAQFy5cMG2TY5UvD+zbZ9nTbR1zY9LNIaWOUamS3BuTbuN8bh+fQJw5w2Pd1fJ6jsna061psoyWp9I0YO1a2W7b1jHvyXO7Goy76zHmajDuZItbJN3+/v746aefMH78eKSmpqJSpUp49dVXMWLECNM+YWFhWL16NQYPHozGjRsjPDwc48aN43JhlGteXl4oW7as6mZ4rOyWDbOO+T//yH3Lli5smAfLqac7JITHugp5PcfUqwf4+ADXrslFqwoVnNC4AuLQIVmjOzDQcecBntvVYNxdjzFXg3EnW9wi6W7UqBH+/fffu+5Xr149bDJWXyKiAuluFcyTkqQnHGDS7SjGpPviRSA11dzTzSJq7iUgQBLv3btliLknJ92rV8v9/ffL701EROTO3CLpJnKltLQ0fPbZZwCAV155BX5+fopb5FmyS7qzxrx161dgMPghPFyWuqL8Cw+X6td6vcTd2NMdFJSGjz/mse5q+TnHNGkiSffOncDjjzurheqtWSP3HTs67j15bleDcXc9xlwNxp1s0WmapqluREFi7wLn5Ln0ej1CbncBJiYmIpgLGTvUhg1AmzZA9erAsWPyWNaYz5yZiIEDg9Gmjbl6MeVfnToyZHf1aqlc3rkz0KCBHnv38lh3tfycY2bNAgYOBNq1A/76y1ktVCs1VVY5SE4G9u8H6tZ1zPvy3K4G4+56jLkajHvhZG/uyJ5uIis+Pj7o3bu3aZscq1Qpuc+6wl/WmB89KjHPWtmc8q9iRUm6T58GihaVx0JCeKyrkJ9zTNOmcr9zJ2AwAF5KF/50js2bJeGOjJSLRY7Cc7sajLvrMeZqMO5kC3u6rbCnm8i5btwASpSQ7eTkO+drdukCLFsGfPUVMGiQ69vnqYYOBb74AhgzBqhWDejbF+jUCVi+XHXLKDfS04EiRYCUFOD4cfm39DRjxgAffQQ8/zwwf77q1hAREeXM3tzRA6+RE1FBVqwY4Osr21ev3vn8oUNyz55ux8pawZyF1NyXr6+sXw8Au3apbYuzGIuodeigth1ERESOwqSbiFxKpwMiImQ76xBzQJJB47JWTLodyxjza9fMhdQ43cw9GZPu/fvVtsMZrl0D9uyR7fbt1baFiIjIUZh0E1nR6/UoWrQoihYtCr0xOyGHsk66jTEvXbooAD1KlTIPQSfHKFZM7m/eNPd0+/vzWFchv+cYY9JtXFrPk6xdC2iaFE8rXdqx781zuxqMu+sx5mow7mQLZ/kTZSM+Pl51EzyasZjalSvmx7LGnL3cjmcsnhYXl3XJMB7rquQn7vXqyb0n9nSvXCn3zhpazuNdDcbd9RhzNRh3ygmTbiIrgYGBOH78uGmbHM+6grkx5p9/DnzxRSCqVlXXNk+VXU930aI81lXI7znGuITWhQtSmLB4cUe2Tp3MTCmiCEhBRUfjuV0Nxt31GHM1GHeyhUk3kRUvLy9U88SSwAWI9fByY8yNPbBRUWra5cmMPd03bwK3bsl2kSI81lXI7zkmLEwK4505I73dbdo4qmVq7dghxRXDwoBWrRz//jy3q8G4ux5jrgbjTrZwTjcRuVx2w8sB4Px5uS9f3rXtKQyMSXdGBnD2rGxz3rz78sQh5n/+KfcPPWRe4YCIiMgTsKebyEp6ejpmzpwJABg4cCB8+e3P4ax7uo0xlwRiIMqXZ8wdLShIEpn0dFnfGQCKFUvHl1/yWHc1R5xj6tcH/vjDs5LupUvl3hlDywGe21Vh3F2PMVeDcSdbdJqmaaobUZDYu8A5eS69Xo+Q2wsYJyYmIpjrKjnc6tVAdDRQpw5w4IBlzIFEnDoVjMqVlTbRI0VEWK6NvmmTHq1b81h3NUecYxYuBHr2BJo0kWHZ7u7cOaBCBcDLS0bAOGMUBs/tajDurseYq8G4F0725o7s6Say4u3tjccff9y0TY5nPbzc29sbXbs+fnt4qTfKllXVMs9WrJhl0h0RwWNdBUecY4zLhh08KAXI3P2fz9jLfd99zpv2wHO7Goy76zHmajDuZAt7uq2wp5vI+S5dAsqUkV6ttDRJGHbvBho3BiIj5XlyvObNge3bzT8nJQEssOqeMjOBIkXk3/DIEeCee1S3KH8efhhYsQL46CNg1CjVrSEiIrKPvbkjC6kRkcuVLAnodIDBAFy/Lo+dOyf3LKLmPMZiagAQHMyE2515e8v0DMD953Xr9cDff8u2s+ZzExERqcSkm4hczsfHvLawcYi5MenmcmHOY1yrG5ALH+TejEPM3T3pXrUKSE2VZdBq1VLdGiIiIsdj0k1kJSkpCWXLlkXZsmWRlJSkujkey5h0x8VJzMeOLQugLEqXZsydJWtPd8mSPNZVcVTcjcuG7dvnoIYp8tNPcv/44zICxll4vKvBuLseY64G4062sJAakRVN03Dx4kXTNjmHsdf1xg2Jc2KixLxcOcbcWax7unmsq+GouHtCT/etW+b1uZ96yrmfxeNdDcbd9RhzNRh3soVJN5GVgIAA7Nmzx7RNzpG1pzsgIAD16u3B/v1ApUqMubNY93TzWFfDUXGvW1fuz50Dbt60/Pd1F3/8AaSkANWqAY0aOfezeLyrwbi7HmOuBuNOtjDpJrLi7e2NBg0aqG6Gx8va0+3t7Y3ExAYAwOXCnMi6p5vHuhqOinvRorIKwMWLwLFjUp3e3cyfL/dPPeXcoeUAj3dVGHfXY8zVYNzJFs7pJiIlsvZ0A+b1o1ngy3mse7rJ/RmXCjt6VG078uLkSWD1akm2+/RR3RoiIiLnYU83kZX09HQsWLAAAPDss8/C19dXcYs8kzHpvnEDuHUrHbduScyLFXsWAGPuDNZJN491NRwZ93vukeW2jhxxVOtc5+uv5b5TJ6ByZed/Ho93NRh312PM1WDcyRadxpn+Fuxd4Jw8l16vR0hICAAgMTERwcHBilvkmT79FBgxAnj6aeCdd/S45x6J+a1biQgJYcydYccOoFkz2f7zT6BtWx7rKjjyHPPFF8DQoUC3bsCSJQ5qoAskJMgSYXFxwNKlQOfOzv9MntvVYNxdjzFXg3EvnOzNHdnTTWTF29sbDz/8sGmbnCNrT/eNG94AHoa/P+Djw5g7i3VPN491NRwZd3cdXv7JJ5JwV68OPPSQaz6Tx7sajLvrMeZqMO5ki1v1dC9btgzvvfce9u/fj4CAADzwwANYkuXS/rlz5zBo0CCsW7cOISEh6N27NyZOnAgfH/uvLbCnm8g1/vwTeOQRoGlT4P335Yt3vXruv+ZwQXbtmnku96lTrhnSS8514QIQFQX4+ABJSYA7jGa8dAmoWlXau3Ah0KOH6hYRERHljcf1dC9atAgDBgzAhx9+iAcffBAZGRk4ePCg6fnMzEx07twZkZGR2LJlCy5duoRevXrB19cXH374ocKWE1F2jJW04+KAK1dkOyJCXXsKg6JFJe7p6UDp0qpbQ45QtiwQHAzo9XIhxdjz7WgXLwKLFwPr1gHHj0vhw8xMOZ7uuQe4917gvvuAFi0Af/+c3ycjA3j+eUm4mzcHHnvMOe0lIiIqSNwi6c7IyMArr7yCjz/+GP369TM9XqtWLdP26tWrcfjwYfz1118oVaoUGjRogPfffx+jRo3C+PHj4efnp6LpRJSDrMPLWbncNXx8gM2bJfEJDFTdGnIEnU6S3l27pJiao5Pus2eBsWOBn3+W48batWvAiRMycgUAQkNl1Eq3bsDDD1suU5eWBgwZAqxdKxcKvv3W+cuEERERFQRusWTY7t27ERMTAy8vLzRs2BClS5dGp06dLHq6t27dirp166JUqVKmx6Kjo5GQkIBDhw7l+N6pqalISEiwuFHhlpSUhGrVqqFatWpISkpS3RyPZfwyfvMmEBOTBKAali9nzJ2tZk2gbl3Z5rGuhqPjbky0jx3L91uZaBrw2Wfy3gsWSMJ9333AxInAypXAnj3AgQPA+vVSFPGJJ4DISODWLeDXX4HnnpOLaA8+CIwbB7z1FtCwITBrlrz/nDlAnTqOa689eLyrwbi7HmOuBuNOtrhFT/d///0HABg/fjymTp2KihUrYsqUKWjTpg2OHz+O4sWLIzY21iLhBmD6OTY2Nsf3njhxIt59913nNZ7cjqZpOHnypGmbnMOYdBsMwKlTGoCTiI9nzF2Jx7oajo57lSpyf/tPZb6lpgK9e0vvNgC0aSOFzxo3zn7/Bx4Ahg+X/8s7dwJ//AH8/jtw8KAMR1+3zrxv8eLAd99JT7ir8XhXg3F3PcZcDcadbFGadI8ePRqTJk2yuc+RI0dgMBgAAGPHjkWP2xVX5syZg3LlyuHXX3/Fiy++mOc2jBkzBiNGjDD9nJCQgKioqDy/H7m/gIAA/PPPP6Ztco6AACAoSOZ2njwZAOAfvP46Y+5KPNbVcHTcjUn3qVP5fiukpMg86xUrpCjblCkyJNyeYeBeXrIkXbNmwAcfyEWAP/+Uyurp6TLvu1s3ddNIeLyrwbi7HmOuBuNOtihNukeOHIk+ffrY3Kdy5cq4dOkSAMs53P7+/qhcuTLOnTsHAIiMjMT27dstXnv58mXTcznx9/eHv62qL1ToeHt7o2XLlqqbUSgUKyZJ9/Hj3gBaokULgKtsuA6PdTUcHXdH9XRrGvDSS5JwBwZKb3WHDnl/v8qVgVdeyV+bHInHuxqMu+sx5mow7mSL0qS7ZMmSKGnHJe/GjRvD398fx44dQ6tWrQAA6enpOHPmDCpUqAAAaNGiBSZMmIArV64g4nYJ5DVr1qBIkSIWyToRFRzFiwMxMdILBrB6OVFeGJd+O3dOipXltW7o9OnAvHly4WvJkvwl3ERERGTmFnO6ixQpgpdeegnvvPMOoqKiUKFCBXz88ccAgJ49ewIAOnbsiFq1auH555/H5MmTERsbi7feeguDBw9mTzblSkZGBn777TcAwKOPPpqrdd4pd8yVjTMA/IadO4HmzRlzV+Gxroaj4x4ZKT3TycmSeFetmvv3OH4cGDVKtj/5BOjYMV9NKpB4vKuR27hrmoaMjAxkZma6onkeKSMjA3/99RcAoH379jzWXYRx90ze3t7w8fGBLp/Lbeg0N5npn56ejjFjxuB///sfkpOT0bx5c0ybNg21a9c27XP27FkMGjQI69evR3BwMHr37o2PPvooVwe9vQuck+fS6/UICQkBACQmJiI4OFhxizzXo49KjxqgB8CYuxqPdTWcEfc6dYBDh6SyeHR07l6racD99wP//CO926tWeeZSXjze1chN3NPS0nDp0iVWfs4ng8GA8+fPAwCioqLg5eUWixW5PcbdcwUFBaF06dLZLkFtb+7oNpdgfH198cknn+CTTz7JcZ8KFSpg+fLlLmwVeSIvLy888MADpm1yHuNa3bJ64QN44AHG3JV4rKvhjLhXqSJJd16KqS1aJAl3cLAs6eWJCTfA410Ve+NuMBhw+vRpeHt7o0yZMvDz88t3z1JhZTAYTLGuUKECj3cXYdw9j6ZpSEtLw9WrV3H69GlUq1Ytz/+ubpN0E7lKYGAg1q9fr7oZhYJxLioQiDp11oNhdy0e62o4I+55LaaWkQGMHSvbr70G3C6T4pF4vKthb9zT0tJgMBgQFRWFoKAg5zfMw9WsWVN1Ewolxt3zBAYGwtfXF2fPnkVaWlqeK9Mz6SYiZV55BahYUYa3tm2rujVE7st4ASu3Pd3ffy/zucPDgSyrZxIpw95BIipoHHFeYtJNRMqEhADPPqu6FUTuLy893ZoGfP65bL/2GsAyJkRERM7By4lEVpKTk9GgQQM0aNAAycnJqptTKDDmajDuajgj7uXLy/3tGj52+fdfYM8eICAA6N/fIc0o0Hi8q8G4u57BYMChQ4dw6NAhGAwG1c0pNBh3soU93URWDAYD9u3bZ9om52PM1WDc1XBG3MuVk/u4OECvl6Jod/Pll3L/9NNAiRIOaUaBxuNdDcbd9TRNM13gcJNFijwC4062MOkmshIQEIDVq1ebtsn5GHM1GHc1nBH3sDAgNBS4dQuIiQGqV7e9v14P3F46GS+95JAmFHg83tVg3F3r/PnzeP755xEbGwsfHx+MGzcOTzzxhOpmFQpeXl6ofvvky9oEZM1t1ul2Fa7TTURE7qhWLeDIEWDtWuDBB23vu2gR8PjjQKVKUnyNKzORaikpKTh9+jQqVarE5DwfLl26hMuXL6NBgwaIjY1F48aNcfz4ca5LT5QPts5P9uaOvAxDRETkAYxDzO2Z171wodz36MGEm8gR1q9fj4oVKyr/7NKlS6NBgwYAgMjISISHh+PGjRs2X3/9+nVERETgzJkzzm0ombRp0wbDhw/P1WueeuopTJkyxTkNIqdj0k1kJSMjA8uWLcOyZcuQkZGhujmFAmOuBuOuhrPibky6L1ywvV9KCrB0qWw//rjDPr7A4/GuRmGN+9WrVzFo0CCUL18e/v7+iIyMRHR0NDZv3mzaZ+LEiWjatClCQ0MRERGB7t2749ixYxbvs3HjRnTt2hVlypSBTqfDkiVL7vrZmqbh5s2bWL9+PTIzMxEVFWVz/wkTJqBbt27KLho4Wl4SWkcwxv3mzZtOmdP91ltvYcKECYiPj3f4e5PzcU43kZXU1FR06dIFAJCYmAgfH/43cTbGXA3GXQ1nxd34vfpuSfemTUBiIlC2LNC0qUM+2i3weFejsMa9R48eSEtLw7x581C5cmVcvnwZa9euxfXr1037bNiwAYMHD0bTpk2RkZGBN998Ex07dsThw4dNw8H1ej3q16+Pvn374rHHHrPrsw0GA3bt2oUBAwZg3rx5NvdNSkrC7NmzsWrVKpv7paWlwc/Pz67P9xS5/Z0NBgNOnjwJAGjYsCG8vb0d2p46deqgSpUq+P777zF48GCHvjc5H3u6iax4eXmhSZMmaNKkCQthuAhjrgbjroaz4m7v8PL16+W+XTugMP2z83hXozDG/ebNm9i0aRMmTZqEtm3bokKFCmjWrBnGjBmDRx55xLTfypUr0adPH9SuXRv169fH3Llzce7cOezatcu0T6dOnfDBBx/g0Ucftfvz09LSMGrUKAwcOBAtW7a0ue/y5cvh7++Pe++91+LxNm3aYMiQIRg+fDjCw8MRHR0NQBLLiRMnolKlSggMDET9+vWx0DhfBcDChQtRt25dBAYGokSJEmjfvj30ej0AuQAzbNgwREREICAgAK1atcKOHTvu+Nxhw4bhjTfeQPHixREZGYnx48db7LNy5Uq0atUKRYsWRYkSJdClSxecOnUKANCnTx9s2LABn332GXQ6HXQ6nWnY/N0+P6ff2VpO76PT6RAUFISgoCC0a9furr+H0fz581GiRAmkpqZaPN69e3c8//zzFo917doVP/30U7bvQwVb4Tj7EeVCYGAgduzYgR07diAwMFB1cwoFxlwNxl0NZ8Xd3uHlGzbI/QMPOOyj3QKPdzUcEXe9PudbSor9+1ovE57TfvkVEhKCkJAQLFmy5I5EyhbjsOHixYvn+bM1TUPfvn3RpUsXjB49+q4XOjZt2oTGjRtn+9y8efPg5+eHzZs3Y8aMGQBkSPz8+fMxY8YMHDp0CK+++iqee+45bNiwAZcuXcLTTz+Nvn374siRI1i/fj0ee+wx01DrN954A4sWLcK8efOwe/duVK1aFdHR0XfMOZ83bx6Cg4Oxbds2TJ48Ge+99x7WrFljel6v12PEiBHYuXMn1q5dCy8vLzz66KMwGAz47LPP0KJFCwwYMACXLl3CpUuXTMPr7fn87H5nazm9z82bN1GrVi3UqlXLrt/DqGfPnsjMzMQff/xheuzKlStYtmwZ+vbta7Fvs2bNsH379lwdV1RAaGQhPj5eA6DFx8erbgoREZHd9u/XNEDTSpTIeR+9XtN8fWW/kydd1zaiu0lOTtYOHz6sJScn3/EckPPt4Yct9w0KynnfBx6w3Dc8PPv98mLdunVahQoVTD8vXLhQK1asmBYQEKDdd9992pgxY7R9+/bl+PrMzEytc+fOWsuWLXPcB4D222+/2fzsTZs2aTqdTqtfv77ptn///hzfs1u3blrfvn3vePyBBx7QGjZsaPFYSkqKFhQUpG3ZssXi8X79+mlPP/20tmvXLg2AdubMmTveLzExUfP19dUWLFhgeiwtLU0rU6aMNnnyZIvPbdWqlcVrmzZtqo0aNSrH3+Hq1asaAO3AgQOm93jllVdy/fnZ/c7O+j2s2zho0CCtU6dOpp+nTJmiVa5cWTMYDBbvsW/fvhxjTM5j6/xkb+5YOCbWEBEReTjjnO7r14GkJCAo6M59/v0XSE+X+dyVK7u2fUSFSY8ePdC5c2ds2rQJ//77L1asWIHJkyfj22+/RZ8+fe7Yf/DgwTh48CD++eeffH1uq1atYDAY7N4/OTk5xyXarHvAT548iaSkJHTo0MHi8bS0NDRs2BD169dHu3btULduXURHR6Njx454/PHHUaxYMZw6dQrp6ekWw919fX3RrFkzHDlyxOL96tWrZ/Fz6dKlceXKFdPPJ06cwLhx47Bt2zZcu3bN9PueO3cOderUyfZ3sffzc+r1z+372PN7ZDVgwAA0bdoUMTExKFu2LObOnYs+ffpAZ7W8hHG0SFJSks12UsHDpJvISnJyMtq3bw8A+OuvvzgM0QUYczUYdzWcFfewMCA4WIbHxsQA1arduc/GjXL/wAOFb6kwHu9qOCLuiYk5P2ddqyqHnAbAnTUMnL1CVkBAADp06IAOHTrg7bffRv/+/fHOO+/ckXQPGTIES5cuxcaNG1HOOE8kHwwGA44fPw4AqF69us0h5uHh4YiLi8v2Oeu1vRNv/0MsW7YMZcuWtXjO398f3t7eWLNmDbZs2YLVq1dj+vTpGDt2LLZt25ar9vv6+lr8rNPpLC4kdO3aFRUqVMCsWbNQpkwZGAwG1KlTB2lpabn6nOzkZz1zTdNw9OhR0893+z2yMl60mD9/Pjp27IhDhw5h2bJld+xnHApfsmTJPLeT1GDSTWTFYDBgy5Ytpm1yPsZcDcZdDWfFXacDypQBTpwALl7MPuk21mdq0cJhH+s2eLyr4Yi45yYPcta+jlCrVi2LJb80TcPQoUPx22+/Yf369ahUqZJDPkfTNFOCrN1l6aqGDRvi+++/t+t9a9WqBX9/f5w7dw4P5FAUQqfToWXLlmjZsiXGjRuHChUq4LfffsOLL75omitdoUIFAEB6ejp27NiRq+W9rl+/jmPHjmHWrFlo3bo1ANwxOsDPzw+ZmZkWj1WpUsUhn2/rfYYNG2Z33LPTv39/TJs2DTExMWjfvn22S70dPHgQ5cqVQ3h4eK7fn9Ri0k1kxd/fH7/99ptpm5yPMVeDcVfDmXGPiJCk++rV7J/fv1/u69d36Me6BR7vahTGuF+/fh09e/ZE3759Ua9ePYSGhmLnzp2YPHkyunXrZtpv8ODB+OGHH/D7778jNDQUsbGxAICwsDDTiIDExETTMlQAcPr0aezduxfFixdH+fLls/18Ly8vVKlSxbRtS3R0NMaMGYO4uDgUK1bM5r6hoaF47bXX8Oqrr8JgMKBVq1aIj4/H5s2bUaRIEdxzzz1Yu3YtOnbsiIiICGzbtg1Xr15FzZo1ERwcjEGDBuH11183tX3y5MlISkpCv3797h7U24oVK4YSJUpg5syZKF26NM6dO4fRo0db7FOxYkVs27YNZ86cQUhICIoXL+6wz7f1Pv379zcNB7ceFm6PZ555Bq+99hpmzZqF+fPnZ7vPpk2b0LFjx1y/N6nHpJvIio+PD7p37666GYUKY64G466GM+MeESH32SXdcXHAuXOybTXVsFDg8a5GYYx7SEgImjdvjk8//dQ0BzgqKgoDBgzAm2++adrv66+/BiBLVWU1Z84c0xD0nTt3om3btqbnRowYAQDo3bs35s6dm+3n63S6uybQRnXr1kWjRo3wyy+/4MUXX7zr/u+//z5KliyJiRMn4r///kPRokXRqFEjvPnmmyhSpAg2btyIadOmISEhARUqVMCUKVPQqVMnAMBHH30Eg8GA559/Hrdu3UKTJk2watUqu9sKyEWEn376CcOGDUOdOnVQo0YNfP755xYxfO2119C7d2/UqlULycnJOH36NCpWrOiQz7f1e+Sn6jwgF1t69OiBZcuWZft/JiUlBUuWLMHKlSvz9Tmkhk7Ly/gHD5aQkICwsDDEx8ejSJEiqptDRERktxdfBGbOBMaPB955x/K5jRtlLneFCs6fy0qUWykpKTh9+jQqVaqUY2Gvgmz9+vXo06ePaU1od/rsZcuW4fXXX8fBgwcLzVrqBVW7du1Qu3ZtfP7553c89/XXX+O3337D6tWrFbSscLN1frI3d2RPN5GVzMxMbNq0CQDQunVreFtXaSGHY8zVYNzVcGbcbfV0G4eWF8ZeboDHuyqMu+tlndMdEhJy16HOnTt3xokTJxATE5PtPGKyT27jnlVcXBzWr1+P9evX46uvvsp2H19fX0yfPt0hbSXXY9JNZCUlJcU0lCsxMTFflSzJPoy5Goy7Gs6MuzHpzq6Cc2FPunm8q8G4u57BYMCxY8cASKE0ey505KaYGGUvL3E3atiwIeLi4jBp0iTUqFEj23369+/vkHaSGky6iazodDrUqlXLtE3Ox5irwbir4cy4G1eRYdJ9Jx7vahSWuFesWFFZ4prdZ7vjEH1PkNe4q5iWQK7FOd1WOKebiIjc1d9/A+3aAbVqAYcOmR/XNCA0VNbwPnIEuOcedW0kyo67z+kmIs/liDndrJZARETkIXIaXn71qiTcOh1QubLr20VERFSYMekmIiLyEMbh5devA5mZ5seNIxfLlAH8/FzeLCIiokLNLZLu9evXQ6fTZXvbsWOHab/9+/ejdevWCAgIQFRUFCZPnqyw1eSukpOT0aFDB3To0AHJycmqm1MoMOZqMO5qODPuJUpIb7amSeJtdPas3Fes6NCPcys83tVg3F3PYDDg+PHjOH78OAwGg+rmFBqMO9niFoXU7rvvPly6dMnisbfffhtr165FkyZNAMh4+o4dO6J9+/aYMWMGDhw4gL59+6Jo0aIYOHCgimaTmzIYDPjrr79M2+R8jLkajLsazoy7jw9QvLgk3FeumIebG3u6C3PSzeNdDcbd9TRNQ0JCgmmbXINxJ1vcIun28/NDZGSk6ef09HT8/vvvGDp0qKkS5oIFC5CWlobvvvsOfn5+qF27Nvbu3YupU6cy6aZc8ff3x/fff2/aJudjzNVg3NVwdtwjIiTpzrpWtzHprlDB4R/nNni8q8G4u56XlxcqVapk2ibXYNzJFrdIuq398ccfuH79Ol544QXTY1u3bsX9998PvyyT1aKjozFp0iTExcWhWLFiKppKbsjHxwfPPvus6mYUKoy5Goy7Gs6Oe0SEVCjPWkyNw8t5vKvCuLueTqdDiRIlVDej0GHcyRa3TLpnz56N6OholCtXzvRYbGys6eqSUalSpUzP5ZR0p6amIjU11fSzcVgIERGROzIWU8uup7swJ91ERESqKB37MHr06BwLpBlvR48etXjNhQsXsGrVKvTr188hbZg4cSLCwsJMt6ioKIe8L7mvzMxM7NixAzt27EBm1vK/5DSMuRqMuxrOjrv1smGaxuHlAI93VRh319M0DXq9Hnq9nnOLXYhxJ1uU9nSPHDkSffr0sblPZasFRefMmYMSJUrgkUcesXg8MjISly9ftnjM+HPW+eDWxowZgxEjRph+TkhIYOJdyKWkpKBZs2YAgMTERAQHBytukedjzNVg3NVwdtyte7pv3JA1ugGgfHmHfpRb4fGuBuPuegaDAUeOHAEANGzYEN7e3opbVDgw7mSL0qS7ZMmSKGn8dmAHTdMwZ84c9OrVC76+vhbPtWjRAmPHjkV6errpuTVr1qBGjRo253P7+/uzsAdZ0Ol0qHC7O8hYqI+cizFXg3FXw9lxL15c7m/ckHtjL3fp0kBAgMM/zm3weFeDcVcja40jch3GnXLiVnO6//77b5w+fRr9+/e/47lnnnkG7777Lvr164dRo0bh4MGD+Oyzz/Dpp58qaCm5s6CgIJwxfksll2DM1WDc1XB23I3XmePi5N5YRK0wDy0HeLyrwri71vnz5/H888/jypUr8PHxwdtvv42ePXuqblah4O3tjXr16qluBhVQbpV0z549G/fddx/uueeeO54LCwvD6tWrMXjwYDRu3Bjh4eEYN24clwsjIqJCxdjTbUy6Y2PlvkwZNe0hItfx8fHBtGnT0KBBA8TGxqJx48Z4+OGHOayfSDG3WkTuhx9+wObNm3N8vl69eti0aRNSUlJw4cIFjBo1yoWtIyIiUs/Y020cXm4sqGYssEZEjrd+/XpUVLQ8QNbPLl26NBo0aABAahqFh4fjhvFkkIPr168jIiIizyMS2rRpg+HDh+d7H0e+rqDz1N/L2ZwRt6eeegpTpkxx6Htmx62SbiJXSElJQffu3dG9e3ekpKSobk6hwJirwbir4ey4Ww8vZ9IteLyrUVjjfvXqVQwaNAjly5eHv78/IiMjER0dbdF5NHHiRDRt2hShoaGIiIhA9+7dcezYMYv32bhxI7p27YoyZcpAp9NhyZIld/1sg8GAkydPYsmSJcjMzLxrgeAJEyagW7dueb5osHjxYrz//vumnwtrQmmM+8mTJ2EwGGzuax0zso8z4vbWW29hwoQJiI+Pd+j7WnOr4eVErpCZmYnff//dtE3Ox5irwbir4ey4G4eX37wJGAxMuo14vKtRWOPeo0cPpKWlYd68eahcuTIuX76MtWvX4vr166Z9NmzYgMGDB6Np06bIyMjAm2++iY4dO+Lw4cOm4eB6vR7169dH37598dhjj9n12Zqm4ezZsxgxYgTmzZtnc9+kpCTMnj0bq1atyvPvWtx40nETaWlpTil4pmkabt68adq2xd1iZg9nxTUrZ8StTp06qFKlCr7//nsMHjzY4e9vxJ5uIit+fn6YOXMmZs6cySqULsKYq8G4q+HsuBt7ujUNiI9n0m3E412Nwhj3mzdvYtOmTZg0aRLatm2LChUqoFmzZhgzZozFkrcrV65Enz59ULt2bdSvXx9z587FuXPnsGvXLtM+nTp1wgcffIBHH33U7s9PS0vDW2+9hZEjR6Jly5Y2912+fDn8/f1x7733mh5bunQpihYtarpIsnfvXuh0OowePdq0T//+/fHcc88BsOzZ7tOnDzZs2IDPPvsMOp0OOp3ONGzdYDDgjTfeQPHixREZGYnx48fb9fvYet3KlSvRqlUrFC1aFCVKlECXLl1w6tQpi9e3adMGQ4YMwfDhwxEeHo7o6GjT40OHDsXw4cNRrFgxlCpVCrNmzYJer8cLL7yA0NBQVK1aFStWrDC9V2pqKoYNG4aIiAgEBASgVatW2LFjBwBzpf5XXnkFw4cPt/m7Zo2ZwWDA5MmTUbVqVfj7+6N8+fKYMGFCjvFYuHAh6tati8DAQJQoUQLt27eH3rguJICKFSti2rRpFq9p0KCBqQ3GeAwZMgRhYWEIDw/H22+/bXGhIDf7WMfVYDBg4sSJqFSpEgIDA1G/fn0sXLjQ7vbbet56FIWtfw/j/sOGDbvrcde1a1f89NNPOcbcEZh0E1nx9fXFgAEDMGDAgDuWpiPnYMzVYNzVcHbc/fyAoCDZjotj0m3E412Nwhj3kJAQhISEYMmSJUhNTbX7dcbhrfnpzdM0DX379kV0dDQGDx4MLy/bX/U3bdqExo0bWzzWunVr3Lp1C3v27Pl/e/ceFOV1/gH8uyxXAUFABKIgKuHiBaGoEZxgilEzxmhsNWUQpWhMLFbRxlDToG00akgNKlqttuNlRkwcU4zRRkONEK8gIirCzwviLYJoiCA3Jez5/aG7YZe7yp6F/X5mdmTPnt193ucs+D573ve8AB7PyDs5OSEtLU3TJz09HSNHjmzwemvWrMHw4cPx9ttvo6ioCEVFRZrD27dt2wZra2tkZGQgISEBH330EVJTU1vcpuaeV1lZiQULFiArKwuHDh2CiYkJ3nzzzQaHd2/btg3m5uY4duwYNm7cqNXu5OSEzMxM/PGPf8Ts2bMxefJkBAcHIzs7G6NHj0ZkZCSqqqoAAO+//z6+/PJLbNu2DdnZ2ejXrx/GjBmD0tJSmJiYoHv37jAzM8P27dtbva2LFi3CypUrER8fj7y8PCQnJ6NHjx6N9i0qKkJ4eDiio6ORn5+PtLQ0TJo0qcWZ9cZyampqiszMTKxZswafffYZ/vWvfz1VH928rlixAtu3b8fGjRtx4cIFzJ8/H1OnTkV6enqL8bd1+5obj/oxtjQWQ4cORWZmZpt+X9tMkJaysjIBQJSVlckOhYiI6Kn07CkEIERWlhDduj3+OS9PdlRETauurhZ5eXmiurpa06ZSCVFRIeemUrUt/sOHDwsPDw/N/d27d4tu3boJS0tLERwcLBYtWiTOnj3b5PPr6urEuHHjREhISJN9AIiUlJRm3/vIkSNCoVAIf39/ze3cuXNNvuaECRNEdHR0g/bAwEDx6aefCiGEmDhxovj444+Fubm5ePDggbh165YAIC5duiSEECI0NFTMmzdP81zd++q2ESNGaLUNGTJExMXFNRnb0zzv7t27AoA4f/681msEBAS0+No///yzsLa2FpGRkZq2oqIiAUCcOHFCVFRUCDMzM7Fjxw7N448ePRJubm4iISGhTTGrc1ReXi4sLCzE5s2bm82D2unTpwUAce3atSb7eHh4iMTERK02f39/sWTJEs17+/r6ClW9D3lcXJzw9fXViq81fXTzWlNTI7p06SKOHz+u1T5jxgwRHh7eYvwtPV7/s9Wa8Wjt5+fs2bPNvm9jf5/UWls7cqabSIdKpcKFCxdw4cKFFhfCoOeDOZeDeZdDH3lXH2J+584vC6oZ+0w3P+9yPEveq6oAGxs5tycTm0/tN7/5DW7fvo29e/di7NixSEtLQ2BgILZu3dpo/5iYGOTm5j7zIa4jRoxAXV0dTpw4gRMnTuDMmTMYOHBgk/2rq6thaWnZoD00NBRpaWkQQuDIkSOYNGkSfH19cfToUaSnp8PNzQ1eXl5tik33Gtaurq4oUR+K85TPu3z5MsLDw9GnTx907dpVsxjcjRs3tJ6jO5vf2GsrlUo4Ojpq5Us941xSUoKCggLU1tZqHbJvZmaGoUOHIj8/H0IIVFdXQ6VSNch5U9uan5+Phw8fIiwsrKU0AAD8/f0RFhaGgQMHYvLkydi8eTN+Uv+Rb4OXXnoJCoVCc3/48OG4fPmy1roLremjm9crV66gqqoKr776quaIDxsbG2zfvh0FBQUtxt+W7WtpPNRa87mzsrICAM0RDe2BRTeRjurqagwYMAADBgxAdXW17HCMAnMuB/Muhz7yri66L19+/K9S+UubseLnXQ5jzrulpSVeffVVxMfH4/jx44iKisKSJUsa9JszZw727duHw4cPo2fPns/8vm35osPJyanRombkyJE4evQozp49CzMzM/j4+GDkyJFIS0tDeno6QkND2xyX7ukFCoWiVV/ENPe88ePHo7S0FJs3b0ZGRgYyMjIAPD6vvb6mrlPe2GvXb1MXna2JU533ysrKVm+ruthrLaVSidTUVHzzzTfw8/NDUlISvL29UVhYqOljYmLS4HDs2traNr1Pa+nmtaKiAgCwf/9+5OTkaG55eXnYvXt3i/G3ZvvaqjVjoT4cvXv37k/9Pi1h0U3UCCcnJzg5OckOw6gw53Iw73K0d97Vp4Sqrz7k5AS0cGqnUeDnXY6nzXuXLkBFhZybel2E58nPz09rwSghBObMmYOUlBR899138PT0fG7vZWpqClPTli9SFBAQgLy8vAbt6vO6ExMTNQW2uuhOS0tr9HxuNXNzc72sVP/jjz/i4sWL+PDDDxEWFgZfX9+nmvVtrb59+2rOX1arra3FqVOn4OfnB+Bx3uvPDrfEy8sLVlZWOHToUKufo1AoEBISgr/97W84c+YMzM3NkZKSonm8e/fuKCoq0twvLy9vULSqv5xQO3nyJLy8vKBUKtvUR5efnx8sLCxw48YN9OvXT+umPre/pfhbelytNePRWrm5uejZs2e7/v/AS4YR6bC2tsbdu3dlh2FUmHM5mHc59JF39az2//3f43+N/dBygJ93WZ4l7woF0MQEpUH78ccfMXnyZERHR2PQoEGwtbVFVlYWEhISMGHCBE2/mJgYJCcn46uvvoKtrS2Ki4sBAHZ2dpoZ0IqKCly5ckXznMLCQuTk5MDBwQHu7u6Nvr9SqcTgwYNbFeuYMWOwaNEi/PTTT+hW73CYbt26YdCgQdixYwfWrVsHAHj55ZcxZcoU1NbWNjvT3bt3b2RkZODatWuwsbFpt8tjdevWDY6Ojti0aRNcXV1x48YNrRXWnzdra2vMnj0bCxcu1OQ/ISEBVVVVmDFjhibvNjY2rS68LS0tERcXh/fffx/m5uYICQnB3bt3ceHCBcyYMaNB/4yMDBw6dAijR4+Gs7MzMjIycPfuXfj6+mr6/PrXv8bWrVsxfvx42NvbY/HixQ0K5Rs3bmDBggV45513kJ2djaSkJKxatarNfXTZ2trivffew/z586FSqTBixAiUlZXh2LFj6Nq1K3x8fJqNvzXb19rxaIsjR45g9OjRbXpOW7HoJiIi6mTU+87qmW4W3UT6Y2Njg2HDhiExMVFz3mmvXr3w9ttv44MPPtD027BhAwA0mDXesmULoqKiAABZWVl45ZVXNI8tWLAAADB9+vQmzw9vi4EDByIwMBC7du3CO++8o/VYaGgocnJyNPE5ODjAz88Pd+7cgbe3d5Ov+d5772H69Onw8/NDdXX1Mx0a3BwTExN8/vnnmDt3LgYMGABvb2+sXbu22Vn4Z7Vy5UqoVCpERkbiwYMHCAoKwsGDB7W+sGir+Ph4mJqaYvHixbh9+zZcXV3x7rvvNtq3a9eu+P7777F69WqUl5fDw8MDq1atwmuvvabps2jRIhQWFuL111+HnZ0dli5d2mAMpk2bhurqagwdOhRKpRLz5s3DrFmz2tynMUuXLkX37t2xYsUKXL16Ffb29ggMDMQHH3zQYvyt2b76nsd41NTUYM+ePThw4ECrn/M0FEL3oH8jV15eDjs7O5SVlaFr166ywyEiImqzjz8GPvzwl/vh4UBysrx4iFpSU1ODwsJCeHp6Nrqwl6FLS0tDVFSU5prUHem99+/fj4ULFyI3N7fFS4xRxzdy5EgMHjy4wbW829qns9iwYQNSUlLw7bffNtmnub9Pra0d+ZtFpKOmpgYRERGIiIhATU2N7HCMAnMuB/Muhz7yrvslP2e6+XmXhXnXP5VKhatXr+Lq1autWgBs3LhxmDVrFn744Qc9RNd5tTXvZBjMzMyQlJTU7u/DoptIR11dHZKTk5GcnKyXhUCIOZeFeZdDH3ln0d0QP+9yMO/6J4RAaWkpSktLG6xi3ZTY2FjNQlf0dJ4m7yTfzJkzmz1d4nnhOd1EOszNzZGYmKj5mdofcy4H8y6HPvKuu25RO14FpcPg510OY8l77969ERsbaxDvrVAotFaKJv3oKHlPS0t7Ln2obXhOtw6e001ERB1dZiYwbNjjn5VK4OxZoH9/uTERNaejn9NNRJ0Xz+kmIiKiBuofXr5kCQtuIiIimXh4OZEOlUqFGzduAADc3d25kqceMOdyMO9y6CPvffsCr78O2NsD9a5QZNT4eZeDedc/IQQePXoE4PEh/YZ8qHNnwrxTc1h0E+morq6Gp6cnAKCiogLW1taSI+r8mHM5mHc59JF3ExPg66+f+8t2aPy8y8G8659KpcL58+cBAAEBAVAqlZIjMg7MOzWHRTdRI7p06SI7BKPDnMvBvMvBvMvBvMvBvOsfjyiQg3mnprDoJtJhbW2NyspK2WEYFeZcDuZdDuZdDuZdDuZd/5RKJQIDA2WHYXSYd2oOv44hIiIiIoPAi+oQkaF5Hn+XWHQTERERkVRmZmYAgKqqKsmREBFpU/9dUv+deho8vJxIx8OHDzFnzhwAwLp162BhYSE5os6POZeDeZeDeZeDeZejtXlXKpWwt7dHSUkJgMfngXP156ejUqlQVFQEAHB1deV5xnrCvHc+QghUVVWhpKQE9vb2z7Q4nkLwOB4trb3AOXVelZWVsLGxAcCVVvWFOZeDeZeDeZeDeZejLXkXQqC4uBj379/XU3Sdk0qlws2bNwEAvXr1YvGnJ8x752Vvbw8XF5dGvwhsbe3ImW4iHWZmZli2bJnmZ2p/zLkczLsczLsczLscbcm7QqGAq6srnJ2dUVtbq4/wOqVHjx4hNTUVABAcHAxzc3PJERkH5r1zMjMzey6Xf+NMtw7OdBMREREREVFLWls78rgHIiIiIiIionbCw8uJdAghcO/ePQCAk5MTF3LRA+ZcDuZdDuZdDuZdDuZd/5hzOZh3ag6LbiIdVVVVcHZ2BsDFdvSFOZeDeZeDeZeDeZeDedc/5lwO5p2aw6Jbh/oU9/LycsmRkCyVlZWan8vLy1FXVycxGuPAnMvBvMvBvMvBvMvBvOsfcy4H826c1DVjS8ukcSE1Hbdu3UKvXr1kh0FEREREREQdwM2bN9GzZ88mH2fRrUOlUuH27duwtbU1iHMxysvL0atXL9y8eZOrqRsgjo9h4/gYNo6P4eMYGTaOj2Hj+Bg2jo/h6whjJITAgwcP4Obm1uy12Xl4uQ4TE5Nmv6WQpWvXrgb7YSOOj6Hj+Bg2jo/h4xgZNo6PYeP4GDaOj+Ez9DGys7NrsQ8vGUZERERERETUTlh0ExEREREREbUTFt0GzsLCAkuWLIGFhYXsUKgRHB/DxvExbBwfw8cxMmwcH8PG8TFsHB/D15nGiAupEREREREREbUTznQTERERERERtRMW3URERERERETthEU3ERERERERUTth0W3A1q9fj969e8PS0hLDhg1DZmam7JDoiRUrVmDIkCGwtbWFs7MzJk6ciIsXL8oOi5qwcuVKKBQKxMbGyg6Fnvjhhx8wdepUODo6wsrKCgMHDkRWVpbssAhAXV0d4uPj4enpCSsrK/Tt2xdLly4Fl4CR5/vvv8f48ePh5uYGhUKBPXv2aD0uhMDixYvh6uoKKysrjBo1CpcvX5YTrBFqbnxqa2sRFxeHgQMHwtraGm5ubpg2bRpu374tL2Aj09LvT33vvvsuFAoFVq9erbf4jF1rxic/Px9vvPEG7OzsYG1tjSFDhuDGjRv6D/YZsOg2UF988QUWLFiAJUuWIDs7G/7+/hgzZgxKSkpkh0YA0tPTERMTg5MnTyI1NRW1tbUYPXo0KisrZYdGOk6dOoV//vOfGDRokOxQ6ImffvoJISEhMDMzwzfffIO8vDysWrUK3bp1kx0aAfjkk0+wYcMGrFu3Dvn5+fjkk0+QkJCApKQk2aEZrcrKSvj7+2P9+vWNPp6QkIC1a9di48aNyMjIgLW1NcaMGYOamho9R2qcmhufqqoqZGdnIz4+HtnZ2fjPf/6Dixcv4o033pAQqXFq6fdHLSUlBSdPnoSbm5ueIiOg5fEpKCjAiBEj4OPjg7S0NJw7dw7x8fGwtLTUc6TPSJBBGjp0qIiJidHcr6urE25ubmLFihUSo6KmlJSUCAAiPT1ddihUz4MHD4SXl5dITU0VoaGhYt68ebJDIiFEXFycGDFihOwwqAnjxo0T0dHRWm2TJk0SERERkiKi+gCIlJQUzX2VSiVcXFzEp59+qmm7f/++sLCwEDt37pQQoXHTHZ/GZGZmCgDi+vXr+gmKNJoan1u3bokXXnhB5ObmCg8PD5GYmKj32Kjx8XnrrbfE1KlT5QT0HHGm2wA9evQIp0+fxqhRozRtJiYmGDVqFE6cOCExMmpKWVkZAMDBwUFyJFRfTEwMxo0bp/W7RPLt3bsXQUFBmDx5MpydnREQEIDNmzfLDoueCA4OxqFDh3Dp0iUAwNmzZ3H06FG89tprkiOjxhQWFqK4uFjr75ydnR2GDRvGfQYDVVZWBoVCAXt7e9mhEACVSoXIyEgsXLgQ/fv3lx0O1aNSqbB//368+OKLGDNmDJydnTFs2LBmTxEwVCy6DdC9e/dQV1eHHj16aLX36NEDxcXFkqKipqhUKsTGxiIkJAQDBgyQHQ498fnnnyM7OxsrVqyQHQrpuHr1KjZs2AAvLy8cPHgQs2fPxty5c7Ft2zbZoRGAP//5z/jd734HHx8fmJmZISAgALGxsYiIiJAdGjVCvV/AfYaOoaamBnFxcQgPD0fXrl1lh0N4fEqNqakp5s6dKzsU0lFSUoKKigqsXLkSY8eOxbfffos333wTkyZNQnp6uuzw2sRUdgBEHV1MTAxyc3Nx9OhR2aHQEzdv3sS8efOQmpra8c75MQIqlQpBQUFYvnw5ACAgIAC5ubnYuHEjpk+fLjk62rVrF3bs2IHk5GT0798fOTk5iI2NhZubG8eH6BnU1tZiypQpEEJgw4YNssMhAKdPn8aaNWuQnZ0NhUIhOxzSoVKpAAATJkzA/PnzAQCDBw/G8ePHsXHjRoSGhsoMr004022AnJycoFQqcefOHa32O3fuwMXFRVJU1Jg5c+Zg3759OHz4MHr27Ck7HHri9OnTKCkpQWBgIExNTWFqaor09HSsXbsWpqamqKurkx2iUXN1dYWfn59Wm6+vb4dbibSzWrhwoWa2e+DAgYiMjMT8+fN51IiBUu8XcJ/BsKkL7uvXryM1NZWz3AbiyJEjKCkpgbu7u2Z/4fr16/jTn/6E3r17yw7P6Dk5OcHU1LRT7DOw6DZA5ubm+NWvfoVDhw5p2lQqFQ4dOoThw4dLjIzUhBCYM2cOUlJS8N1338HT01N2SFRPWFgYzp8/j5ycHM0tKCgIERERyMnJgVKplB2iUQsJCWlwib1Lly7Bw8NDUkRUX1VVFUxMtHcPlEqlZsaBDIunpydcXFy09hnKy8uRkZHBfQYDoS64L1++jP/9739wdHSUHRI9ERkZiXPnzmntL7i5uWHhwoU4ePCg7PCMnrm5OYYMGdIp9hl4eLmBWrBgAaZPn46goCAMHToUq1evRmVlJX7/+9/LDo3w+JDy5ORkfPXVV7C1tdWcN2dnZwcrKyvJ0ZGtrW2D8+utra3h6OjI8+4NwPz58xEcHIzly5djypQpyMzMxKZNm7Bp0ybZoRGA8ePH4+OPP4a7uzv69++PM2fO4LPPPkN0dLTs0IxWRUUFrly5orlfWFiInJwcODg4wN3dHbGxsVi2bBm8vLzg6emJ+Ph4uLm5YeLEifKCNiLNjY+rqyt++9vfIjs7G/v27UNdXZ1mn8HBwQHm5uaywjYaLf3+6H4JYmZmBhcXF3h7e+s7VKPU0vgsXLgQb731Fl5++WW88sorOHDgAL7++mukpaXJC/ppyF4+nZqWlJQk3N3dhbm5uRg6dKg4efKk7JDoCQCN3rZs2SI7NGoCLxlmWL7++msxYMAAYWFhIXx8fMSmTZtkh0RPlJeXi3nz5gl3d3dhaWkp+vTpI/7yl7+Ihw8fyg7NaB0+fLjR/3OmT58uhHh82bD4+HjRo0cPYWFhIcLCwsTFixflBm1EmhufwsLCJvcZDh8+LDt0o9DS748uXjJMv1ozPv/+979Fv379hKWlpfD39xd79uyRF/BTUgghRPuX9kRERERERETGh+d0ExEREREREbUTFt1ERERERERE7YRFNxEREREREVE7YdFNRERERERE1E5YdBMRERERERG1ExbdRERERERERO2ERTcRERERERFRO2HRTURERERERNROWHQTERF1EkIIzJo1Cw4ODlAoFMjJyWmyb2RkJJYvX66/4HQcOHAAgwcPhkqlkhYDERGRPrDoJiIi6iQOHDiArVu3Yt++fSgqKsKAAQMa7Xf27Fn897//xdy5c7Xar1y5gujoaLi7u8PCwgIvvPACwsLCsGPHDvz888+afgqFAnv27GnwulFRUZg4cWKrYh07dizMzMywY8eOVm8fERFRR8Sim4iIqJMoKCiAq6srgoOD4eLiAlNT00b7JSUlYfLkybCxsdG0ZWZmIjAwEPn5+Vi/fj1yc3ORlpaGmTNnYsOGDbhw4cJzjzcqKgpr16597q9LRERkSBr/35iIiIg6lKioKGzbtg3A45loDw8PXLt2rUG/uro67N69W2uGWQiBqKgovPjiizh27BhMTH75Tt7Lywvh4eEQQrQpnmvXrsHT07NBe2hoKNLS0gAA48ePx5w5c1BQUIC+ffu26fWJiIg6ChbdREREncCaNWvQt29fbNq0CadOnYJSqWy037lz51BWVoagoCBNW05ODvLz87Fz506tgrs+hULRpnh69eqFoqIizf3i4mKMGjUKL7/8sqbN3d0dPXr0wJEjR1h0ExFRp8Wim4iIqBOws7ODra0tlEolXFxcmux3/fp1KJVKODs7a9ouXboEAPD29ta0lZSUoE+fPpr7CQkJ+MMf/qC5Hx4e3qCwf/jwIcaNGwcAWnHU1NRg4sSJGD58OP76179qPcfNzQ3Xr19v49YSERF1HCy6iYiIjEh1dTUsLCxanLl2dHTUrH4+cuRIPHr0SOvxxMREjBo1SqstLi4OdXV1DV4rOjoaDx48QGpqaoOZdCsrK1RVVT3FlhAREXUMLLqJiIiMiJOTE6qqqvDo0SOYm5sDeHzeNgBcvHgRAQEBAB7PVPfr1w8AGl2QzcXFRfO4mq2tLe7fv6/VtmzZMhw8eBCZmZmwtbVt8DqlpaXo3r37M28XERGRoeLq5UREREZk8ODBAIC8vDxNW0BAAHx8fPD3v//9uV43+8svv8RHH32EXbt2NXrOdk1NDQoKCjSFPhERUWfEopuIiMiIdO/eHYGBgTh69KimTaFQYMuWLbh48SJCQkKwd+9eXL58GXl5edi4cSPu3r3b5MJsTcnNzcW0adMQFxeH/v37o7i4GMXFxSgtLdX0OXnyJCwsLDB8+PDntn1ERESGhkU3ERGRkZk5c6bWJcMA4KWXXsLp06fh7e2NmJgY+Pn5ITg4GDt37kRiYiJmz57dpvfIyspCVVUVli1bBldXV81t0qRJmj47d+5EREQEunTp8ly2i4iIyBApRFsvvElEREQdWnV1Nby9vfHFF19Im2W+d+8evL29kZWV1ej1vImIiDoLznQTEREZGSsrK2zfvh337t2TFsO1a9fwj3/8gwU3ERF1epzpJiIiIiIiImonnOkmIiIiIiIiaicsuomIiIiIiIjaCYtuIiIiIiIionbCopuIiIiIiIionbDoJiIiIiIiImonLLqJiIiIiIiI2gmLbiIiIiIiIqJ2wqKbiIiIiIiIqJ2w6CYiIiIiIiJqJyy6iYiIiIiIiNrJ/wN2FibWd6pimgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(10, 4), tight_layout=True)\n",
    "ax.plot(freqs / 1e9, S21dB, \"b--\", label=\"|S21|$^2$ (resonator only)\")\n",
    "ax.plot(freqs / 1e9, S21dB_2, \"b\", label=\"|S21|$^2$ (with harmonic suppression)\")\n",
    "for f_plot in np.arange(1, 9) * 1.8:\n",
    "    ax.axline((f_plot, -70), (f_plot, 0), ls=\":\", color=\"black\")\n",
    "ax.set_title(\"Insertion loss\")\n",
    "ax.set_xlabel(\"f (GHz)\")\n",
    "ax.set_ylabel(\"dB\")\n",
    "ax.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9cb8f37-8833-4711-98fb-d255013e2782",
   "metadata": {},
   "source": [
    "#### Benchmark Comparison"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7bce81c9-1a69-4bff-a20b-05e919f70809",
   "metadata": {},
   "source": [
    "For benchmarking purposes, we compare the computed S-parameters with results from an independent simulation run on a commercial FEM solver. We find excellent agreement."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "9c9db3fa-e937-45dc-8613-d3824a311c91",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:51:11.423324Z",
     "iopub.status.busy": "2025-12-05T21:51:11.423208Z",
     "iopub.status.idle": "2025-12-05T21:51:11.434673Z",
     "shell.execute_reply": "2025-12-05T21:51:11.434309Z"
    }
   },
   "outputs": [],
   "source": [
    "freqs_ben, S11dB_ben, S21dB_ben = np.genfromtxt(\n",
    "    \"./misc/wpd-part2-fem.csv\", delimiter=\",\", unpack=True\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "7b27deaa-c6e5-458d-9e25-17bfd4806b3e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T21:51:11.436111Z",
     "iopub.status.busy": "2025-12-05T21:51:11.436000Z",
     "iopub.status.idle": "2025-12-05T21:51:11.554301Z",
     "shell.execute_reply": "2025-12-05T21:51:11.553944Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(10, 4), tight_layout=True)\n",
    "ax.plot(freqs / 1e9, S11dB_2, \"r\", label=\"|S11|$^2$ (RF solver)\")\n",
    "ax.plot(freqs_ben, S11dB_ben, \"r--\", label=\"|S11|$^2$ (Commercial FEM)\")\n",
    "ax.plot(freqs / 1e9, S21dB_2, \"b\", label=\"|S21|$^2$ (RF solver)\")\n",
    "ax.plot(freqs_ben, S21dB_ben, \"b--\", label=\"|S21|$^2$ (Commercial FEM)\")\n",
    "ax.set_title(\"Return loss\")\n",
    "ax.set_xlabel(\"f (GHz)\")\n",
    "ax.set_ylabel(\"dB\")\n",
    "ax.legend()\n",
    "ax.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "92c8f8a8-cb65-47b4-86f2-fa1826953e31",
   "metadata": {},
   "source": [
    "## Conclusion"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e828e9ae-5e8f-4989-95ff-24791f743c5f",
   "metadata": {},
   "source": [
    "In this notebook, we investigated the addition of a harmonic suppression circuit to the previous low-pass filter design. This is shown to improve the stopband performance of the device up to the 7th harmonic. In the next notebook, we will simulate the full Wilkinson power divider using this structure as both branches of the divider. \n",
    "* [Designing a power divider for wireless communications part 1: Low-pass resonator](https://www.flexcompute.com/tidy3d/examples/notebooks/WPDHarmonicSuppression1/)\n",
    "* [Designing a power divider for wireless communications part 3: Full divider structure](https://www.flexcompute.com/tidy3d/examples/notebooks/WPDHarmonicSuppression3/)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8577a1f1-21ec-4d56-ae9c-5e91dd5b6e9b",
   "metadata": {},
   "source": [
    "## Reference"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9de52f86-66ef-435c-93be-1cab9f64d9ce",
   "metadata": {},
   "source": [
    "[1] Moloudian, G., Soltani, S., Bahrami, S. et al. Design and fabrication of a Wilkinson power divider with harmonic suppression for LTE and GSM applications. Sci Rep 13, 4246 (2023). https://doi.org/10.1038/s41598-023-31019-7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5dfd4744-63d2-4ed6-a034-04a84e03b1a0",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "applications": [
   "Microwave and RF devices"
  ],
  "description": "This is a notebook series that shows how to simulate various stages of a Wilkinson power divider design with harmonic suppression. This is part two of three.",
  "feature_image": "./img/wpdhs_2_render.png",
  "features": [
   "Lumped port",
   "Smatrix plugin"
  ],
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "keywords": "Wilkinson power divider, wireless, communication, low-pass, filter, microwave, circuit, divider, harmonics, stopband, FDTD, benchmark, Tidy3D, lumped circuit, lumped elements",
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.7"
  },
  "title": "Designing a power divider for wireless communications part 2: Adding harmonic suppression",
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "37a3a8f942324a9388fdc6b001dd9582": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "37adcedb2eb04fc68843a3cbc863566b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "5234cd74a22d4441a461a90daf4ff2d9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_37adcedb2eb04fc68843a3cbc863566b",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">modeler.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">4.7/4.7 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34mmodeler.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m4.7/4.7 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "65a992ae2a954b8a910415fd9ffb4a3c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_e2e2a58e9c9144c5bfd95479a8e5542e",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">cm_data.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">27.9/27.9 MB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">43.9 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34mcm_data.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m27.9/27.9 MB\u001b[0m • \u001b[31m43.9 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "75b8353035c4495d8162ac3f970f66a9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_fbcc96b83375489898354f31c71e463d",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Run Total <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:01:06</span>\n  LP1     <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:00:58</span>\n  LP2     <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:01:06</span>\n</pre>\n",
          "text/plain": "Run Total \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:01:06\u001b[0m\n  LP1     \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:00:58\u001b[0m\n  LP2     \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:01:06\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "aa4b26b3d5c741f196b6f6843ba2d492": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "b6618392784048179115533220a7282c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_ca7ad6a3589347e2acb2a3434df19cd3",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Best weighted RMS error so far: 0.003 <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "Best weighted RMS error so far: 0.003 \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "c22a1f0546de4ff4bc7bd477bbe39a03": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_37a3a8f942324a9388fdc6b001dd9582",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Run Total <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:05:45</span>\n  LP2     <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:05:45</span>\n  LP1     <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:05:21</span>\n</pre>\n",
          "text/plain": "Run Total \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:05:45\u001b[0m\n  LP2     \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:05:45\u001b[0m\n  LP1     \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:05:21\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "c7eaa253b84f4ac4b7f36380404b0515": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_c9a9e49dec0e4892b2f1b5d7c834bc17",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">cm_data.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">9.7/9.7 MB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">23.3 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34mcm_data.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m9.7/9.7 MB\u001b[0m • \u001b[31m23.3 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "c9a9e49dec0e4892b2f1b5d7c834bc17": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "ca7ad6a3589347e2acb2a3434df19cd3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "e2e2a58e9c9144c5bfd95479a8e5542e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "ec5e6a4494354945af0a45f9d3012d62": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_aa4b26b3d5c741f196b6f6843ba2d492",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">modeler.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">4.4/4.4 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34mmodeler.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m4.4/4.4 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "fbcc96b83375489898354f31c71e463d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     }
    },
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}