{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Mode sources and mode monitors\n", "\n", "Here, we look at a simple demonstration of how to excite a specific waveguide mode, and how to decompose the fields recorded in a monitor on the basis of waveguide modes, i.e. how to compute the power carried in each mode." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [] }, "outputs": [], "source": [ "# standard python imports\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib as mpl\n", "\n", "# tidy3D import\n", "import tidy3d as td\n", "from tidy3d import web\n", "from tidy3d.plugins.mode import ModeSolver\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Straight waveguide simulation\n", "\n", "First, we will do a simulation of a straight waveguide, using a silicon ridge waveguide on a silicon oxide substrate. We begin by defining some general parameters." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Unit length is micron.\n", "wg_height = 0.22\n", "wg_width = 0.45\n", "\n", "# Permittivity of waveguide and substrate\n", "si_eps = 3.48**2\n", "sio_eps = 1.45**2\n", "\n", "# Free-space wavelength (in um) and frequency (in Hz)\n", "lambda0 = 1.55\n", "freq0 = td.C_0 / lambda0\n", "fwidth = freq0 / 10\n", "\n", "# Simulation size inside the PML along propagation direction\n", "sim_length = 5\n", "\n", "# Simulation domain size and total run time\n", "sim_size = [sim_length, 4, 2]\n", "run_time = 20 / fwidth\n", "\n", "# Grid specification\n", "grid_spec = td.GridSpec.auto(min_steps_per_wvl=20, wavelength=lambda0)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initialize structures, mode source, and mode monitor\n", "\n", "When initializing `ModeSource` and `ModeMonitor` objects, one of the three values of the `size` parameter must be zero. This implicitly defines the propagation direction for the mode decomposition. In this example, the waveguide is oriented along the x-axis, and the mode is injected along the positive-x direction (\"forward\"). Below, we add a mode monitor that will show us the waveguide transmission at a range of frequencies, as well as a simple frequency monitor to examine the fields in the xy-plane at the central frequency. Note that we use a rather wide frequency range in the flux and modal monitors. This will be used later to demonstrate the effect of mode mismatch away from the central frequency and to discuss ways to remedy that." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Waveguide and substrate materials\n", "mat_wg = td.Medium(permittivity=si_eps)\n", "mat_sub = td.Medium(permittivity=sio_eps)\n", "\n", "# Substrate\n", "substrate = td.Structure(\n", " geometry=td.Box(\n", " center=[0, 0, -sim_size[2]],\n", " size=[td.inf, td.inf, 2 * sim_size[2]],\n", " ),\n", " medium=mat_sub,\n", ")\n", "\n", "# Waveguide\n", "waveguide = td.Structure(\n", " geometry=td.Box(\n", " center=[0, 0, wg_height / 2],\n", " size=[100, wg_width, wg_height],\n", " ),\n", " medium=mat_wg,\n", ")\n", "\n", "# Modal source parameters\n", "src_pos = -sim_size[0] / 2 + 0.5\n", "src_plane = td.Box(center=[src_pos, 0, 0], size=[0, 3, 2])\n", "\n", "# xy-plane frequency-domain field monitor at central frequency\n", "freq_mnt = td.FieldMonitor(\n", " center=[0, 0, wg_height / 2], size=[100, 100, 0], freqs=[freq0], name=\"field\"\n", ")\n", "\n", "\n", "# frequencies\n", "mon_plane = td.Box(center=[-src_pos, 0, 0], size=[0, 3, 2])\n", "Nfreqs = 17\n", "freqs = np.linspace(freq0 - 2 * fwidth, freq0 + 2 * fwidth, Nfreqs)\n", "fcent_ind = Nfreqs // 2 # index of the central frequency\n", "\n", "# flux monitor\n", "flux_mnt = td.FluxMonitor(\n", " center=mon_plane.center, size=mon_plane.size, freqs=list(freqs), name=\"flux\"\n", ")\n", "\n", "# Modal monitor at a range of frequencies\n", "mode_mnt = td.ModeMonitor(\n", " center=mon_plane.center,\n", " size=mon_plane.size,\n", " freqs=list(freqs),\n", " mode_spec=td.ModeSpec(num_modes=3),\n", " name=\"mode\",\n", ")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Initialize simulation and visualize two cross-sections to make sure we have set up the device correctly." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
[19:45:54] WARNING: No sources in simulation.                                                             log.py:50\n",
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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Simulation\n", "sim = td.Simulation(\n", " size=sim_size,\n", " grid_spec=grid_spec,\n", " structures=[substrate, waveguide],\n", " sources=[],\n", " monitors=[freq_mnt, mode_mnt, flux_mnt],\n", " run_time=run_time,\n", " boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n", ")\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(11, 4))\n", "sim.plot(z=0, ax=ax1)\n", "sim.plot(y=0, ax=ax2)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that Tidy3D is warning us that the simulation does not contain a source. However, since this simulation is used to construct the mode solver and will not be run directly, we can ignore this warning." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mode source\n", "\n", "Before we can run a simulation with a mode source, we have to select which of the eigenmodes we would like to inject. To do that, we can first visualize the modes using the in-built eigenmode solver and plotting functions. The modes are computed at the central frequency of the source, and in order of decreasing effective index `n`, such that the modes that are fully below light-line (if any) should appear first. The solver assumes periodic boundary conditions at the boundaries of the 2D plane. Thus, for accurate results, the plane should be large enough for the fields to decay at the edges. In cases when found solutions do not decay to zero at the plane boundaries a warning is shown to make the user aware." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
[19:45:55] WARNING: Mode field at frequency index 0, mode index 2 does not decay at the plane boundaries. log.py:50\n",
       "
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           WARNING: No sources in simulation.                                                             log.py:50\n",
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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize the modes\n", "mode_spec = td.ModeSpec(num_modes=3)\n", "ms = ModeSolver(simulation=sim, plane=src_plane, mode_spec=mode_spec, freqs=[freq0])\n", "modes = ms.solve()\n", "\n", "print(\"Effective index of computed modes: \", np.array(modes.n_eff))\n", "\n", "fig, axs = plt.subplots(3, 2, figsize=(12, 12))\n", "for mode_ind in range(3):\n", " ms.plot_field(\"Ey\", \"abs\", f=freq0, mode_index=mode_ind, ax=axs[mode_ind, 0])\n", " ms.plot_field(\"Ez\", \"abs\", f=freq0, mode_index=mode_ind, ax=axs[mode_ind, 1])\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The waveguide has a single guided TE mode, as well as a TM mode which is very close to the light line (effective index close to substrate index). Finally, the last mode shown here, is below the light-line of the substrate and is mostly localized in that region. However, modes like these should always be considered unphysical, because of the assumption is that they decay by the edges of the mode plane. Thus, for meaningful results, only Mode 0 and Mode 1 should be used by the mode source." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Run simulation\n", "\n", "We set the mode source to the fundamental TE mode. Then, we run the simulation as usual through the web API, wait for it to finish, and download and load the results." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "tags": [] }, "outputs": [], "source": [ "source_time = td.GaussianPulse(freq0=freq0, fwidth=fwidth)\n", "mode_source = ms.to_source(mode_index=0, direction=\"+\", source_time=source_time)\n", "sim = sim.copy(update=dict(sources=[mode_source]))\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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[19:47:06] loading SimulationData from data/simulation.hdf5                                           webapi.py:512\n",
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      "text/plain": [
       "\u001b[2;36m[19:47:06]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/simulation.hdf5                                           \u001b]8;id=790593;file:///home/daniil/Flexcompute/Code/frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=109050;file:///home/daniil/Flexcompute/Code/frontend/tidy3d/web/webapi.py#512\u001b\\\u001b[2m512\u001b[0m\u001b]8;;\u001b\\\n"
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     "metadata": {},
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   ],
   "source": [
    "job = web.Job(simulation=sim, task_name=\"mode_tutorial\", verbose=True)\n",
    "sim_data = job.run(path=\"data/simulation.hdf5\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's first examine the in-plane fields recorded by the frequency monitor. We can already see how the source emits all of its power in the desired direction and waveguide mode."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data.plot_field(\"field\", \"Ey\", z=wg_height / 2, f=freq0, val=\"real\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Mode monitors"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mode monitors allow us to decompose the frequency-domain fields recorded in a simulation into the propagating modes of a waveguide. Specifically, we can write the modes of the waveguide at angular frequency $\\omega$ that are propagating in the *forward* direction, i.e. in the positive `x` direction in the example above, as\n",
    "\n",
    "$$\n",
    "\\mathbf{E}_p^f(\\omega, x) = \\mathbf{E}_p^f(\\omega) e^{i k_p x}, \\quad \\quad \\mathbf{H}_p^f(\\omega, x) = \\mathbf{H}_p^f(\\omega) e^{i k_p x},\n",
    "$$\n",
    "\n",
    "where $p$ is a discrete mode index, $k_p = n_p \\omega/c$ is the wave-vector, $n_p$ is the effective index of the $p$-th mode, and superscript $f$ specifies forward propagation. The fields in the backward direction can be obtained via reflection symmetry. In the axes of the simulation we have as $k_p \\rightarrow -k_p$ and $\\mathbf{E}_{p}^b(\\omega) = (-E_{p,x}^{f}, E_{p,y}^{f}, E_{p,z}^{f})$, $\\mathbf{H}_{p}^b(\\omega) = (H_{p,x}^{f}, -H_{p,y}^{f}, -H_{p,z}^{f})$.\n",
    "\n",
    "The fields stored in a monitor can then be decomposed on the basis of these waveguide modes. Following [1](https://journals.aps.org/pre/abstract/10.1103/PhysRevE.66.066608), [2](https://arxiv.org/abs/1301.5366), we can define an inner product between fields in the 2D plane as\n",
    "\n",
    "$$\n",
    "(\\mathbf{u}_1, \\mathbf{u}_2) = \\frac{1}{4} \\int_A \\left(\\mathbf{E}_1^* \\times \\mathbf{H}_2 + \\mathbf{E}_2 \\times \\mathbf{H}_1^* \\right) \\cdot \\mathrm{d}\\mathbf{A},\n",
    "$$\n",
    "\n",
    "where $\\mathbf{u} = (\\mathbf{E}, \\mathbf{H})$ combines both electromagnetic fields, the integration is over the plane area $A$, and $\\mathrm{d}\\mathbf{A}$ is the surface normal. If a waveguide mode is normalized such that $(\\mathbf{u}_p, \\mathbf{u}_p) = 1$, and we denote the fields stored in the mode monitor by $\\mathbf{u}_s$, then the power amplitude carried by mode $p$ is given by the complex coefficient\n",
    "\n",
    "$$\n",
    "c_p = (\\mathbf{u}_p, \\mathbf{u}_s),\n",
    "$$\n",
    "\n",
    "while the power is given by $|c_p|^2$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can have a look at the monitor modes, but as expected they should be identical to the source modes. As previously, the unphysical mode that does not decay to zero at the plane boundary triggers a warning."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "
[19:47:07] WARNING: Mode field at frequency index 0, mode index 2 does not decay at the plane boundaries. log.py:50\n",
       "
\n"
      ],
      "text/plain": [
       "\u001b[2;36m[19:47:07]\u001b[0m\u001b[2;36m \u001b[0mWARNING: Mode field at frequency index \u001b[1;36m0\u001b[0m, mode index \u001b[1;36m2\u001b[0m does not decay at the plane boundaries. \u001b]8;id=930003;file:///home/daniil/Flexcompute/Code/frontend/tidy3d/log.py\u001b\\\u001b[2mlog.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=200704;file:///home/daniil/Flexcompute/Code/frontend/tidy3d/log.py#50\u001b\\\u001b[2m50\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Visualize the monitor modes\n",
    "ms = ModeSolver(\n",
    "    simulation=sim, plane=mode_mnt.geometry, mode_spec=mode_mnt.mode_spec, freqs=[freq0]\n",
    ")\n",
    "modes = ms.solve()\n",
    "\n",
    "fig, axs = plt.subplots(3, 2, figsize=(12, 12))\n",
    "for mode_ind in range(3):\n",
    "    ms.plot_field(\"Ey\", \"abs\", f=freq0, mode_index=mode_ind, ax=axs[mode_ind, 0])\n",
    "    ms.plot_field(\"Ez\", \"abs\", f=freq0, mode_index=mode_ind, ax=axs[mode_ind, 1])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We note that in ``Tidy3D``, the fields recorded by frequency monitors (and thus also mode monitors) are automatically normalized by the power amplitude spectrum of the source (for multiple sources, the user can select which source to use for the normalization). Furthermore, mode sources are normalized to inject exactly 1W of power at the central frequency."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Flux at central frequency:  0.9999919\n"
     ]
    }
   ],
   "source": [
    "# Flux in the mode monitor (total power through the cross-section)\n",
    "flux_wg = sim_data[\"flux\"].flux\n",
    "print(\"Flux at central frequency: \", flux_wg.isel(f=fcent_ind).values)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also use the mode amplitudes recorded in the mode monitor to reveal the decomposition of the radiated power into forward- and backward-propagating modes, respectively. As we would expect, all of the power is injected into the fundamental waveguide mode, in the forward direction. More precisely, this is true up to some numerical error that decreases with increasing simulation resolution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Power distribution at central frequency in first three modes\n",
      "  positive dir.  [9.99991844e-01 4.35851504e-12 1.62778098e-13]\n",
      "  negative dir.  [1.41299396e-09 1.14492783e-14 1.73286652e-14]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Forward and backward power amplitude coefficients\n",
    "mode_amps = sim_data[\"mode\"]\n",
    "coeffs_f = mode_amps.amps.sel(direction=\"+\")\n",
    "coeffs_b = mode_amps.amps.sel(direction=\"-\")\n",
    "\n",
    "print(\n",
    "    \"Power distribution at central frequency in first three modes\",\n",
    ")\n",
    "print(\"  positive dir. \", np.abs(coeffs_f.isel(f=fcent_ind) ** 2).values)\n",
    "print(\"  negative dir. \", np.abs(coeffs_b.isel(f=fcent_ind) ** 2).values)\n",
    "\n",
    "# Free-space wavelength corresponding to the monitor frequencies\n",
    "lambdas = td.C_0 / freqs\n",
    "\n",
    "fig, ax = plt.subplots(1, figsize=(6, 4))\n",
    "ax.plot(lambdas, np.abs(coeffs_f.values) ** 2)\n",
    "ax.set_xlim([lambdas[-1], lambdas[0]])\n",
    "ax.set_xlabel(\"Wavelength (um)\")\n",
    "ax.set_ylabel(\"Power in mode (W)\")\n",
    "ax.set_title(\"Mode decomposition (forward-propagating)\")\n",
    "ax.legend([\"Mode 0\", \"Mode 1\", \"Mode 2\"])\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can examine the frequency dependence of the results a bit more closely, and compare them to the total power flux, which can be computed for any frequency monitor. The flux is the area-integrated time-averaged Poynting vector and gives the (signed) total power flowing through the surface. The flux computation and the modal decomposition are done in separate monitors and in a completely different way, but because all the power is in the fundamental mode here, the flux matches really well the zero-mode power from the power decomposition."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, figsize=(6, 4))\n",
    "\n",
    "ax.plot(lambdas, flux_wg)\n",
    "ax.plot(lambdas, np.abs(coeffs_f.sel(mode_index=0)) ** 2)\n",
    "ax.set_xlim([lambdas[-1], lambdas[0]])\n",
    "ax.set_xlabel(\"Wavelength (um)\")\n",
    "ax.set_ylabel(\"Power (W)\")\n",
    "ax.set_title(\"Power in mode monitor\")\n",
    "ax.legend([\"Total\", \"Mode 0\"])\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As we already saw, at the central frequency, the source power is extremely well directed in the waveguide mode. Since the source mode is computed at the central frequency only, away from that it is not perfectly matched, leading to a small decrease of the total radiated power. In certain situations, it is even possible to observe injected power larger than one away from the central frequency. That said, we see that all the radiated power is still emitted into the desired waveguide mode, within the wavelength range of interest. For best accuracy when computing scattering parameters away from the central frequency, we can choose one of the following two options. The first option is to do a \u201cnormalization\u201d run with a straight waveguide, like the one we just did, and normalize w.r.t. the computed flux to account for the small frequency dependence of the total radiated power. The other one is to use the Tidy3D's broadband source functionality, which takes into account the frequency dependence of injected fields. Both approaches are illustrated below."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Waveguide junction (using normalization run)\n",
    "\n",
    "We repeat the simulation, but this time introduce a much bigger waveguide in the second half of the domain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Output waveguide\n",
    "wgout_width = 1.4\n",
    "\n",
    "waveguide_out = td.Structure(\n",
    "    geometry=td.Box(\n",
    "        center=[2, 0, wg_height / 2],\n",
    "        size=[4, wgout_width, wg_height],\n",
    "    ),\n",
    "    medium=mat_wg,\n",
    ")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim_jct = td.Simulation(\n",
    "    size=sim_size,\n",
    "    grid_spec=grid_spec,\n",
    "    structures=[substrate, waveguide, waveguide_out],\n",
    "    sources=[mode_source],\n",
    "    monitors=[freq_mnt, mode_mnt, flux_mnt],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n",
    ")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(11, 4))\n",
    "gs = mpl.gridspec.GridSpec(1, 2, figure=fig, width_ratios=[1, 1.4])\n",
    "ax1 = fig.add_subplot(gs[0, 0])\n",
    "ax2 = fig.add_subplot(gs[0, 1])\n",
    "sim_jct.plot(z=0.1, ax=ax1)\n",
    "sim_jct.plot(y=0.1, ax=ax2)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "
\u2193 monitor_data.hdf5 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501 100.0% \u2022 1.8/1.8 MB \u2022 2.1 MB/s \u2022 0:00:00\n",
       "
\n"
      ],
      "text/plain": [
       "\u001b[1;32m\u2193\u001b[0m \u001b[1;34mmonitor_data.hdf5\u001b[0m \u001b[38;2;114;156;31m\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u001b[0m \u001b[35m100.0%\u001b[0m \u2022 \u001b[32m1.8/1.8 MB\u001b[0m \u2022 \u001b[31m2.1 MB/s\u001b[0m \u2022 \u001b[36m0:00:00\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
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     },
     "metadata": {},
     "output_type": "display_data"
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    {
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     "data": {
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       "
[19:48:52] loading SimulationData from data/mode_converter.hdf5                                       webapi.py:512\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[19:48:52]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/mode_converter.hdf5                                       \u001b]8;id=770118;file:///home/daniil/Flexcompute/Code/frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=156570;file:///home/daniil/Flexcompute/Code/frontend/tidy3d/web/webapi.py#512\u001b\\\u001b[2m512\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "job = web.Job(simulation=sim_jct, task_name=\"mode_tutorial\", verbose=True)\n",
    "sim_data_jct = job.run(path=\"data/mode_converter.hdf5\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data_jct.plot_field(\"field\", \"Ey\", z=wg_height / 2, f=freq0, val=\"real\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This time, the output waveguide is multi-mode, and there is obviously some mode-mixing happening. We can use the mode monitor to exactly quantify this."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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EKv/iqu1xMJWKigqsW7eOe19WVoZ169bB1dUVPXr04NqUnp6uFRArKirw7bffwsbGBlFRUQCgcxkjn8/nfknK5fIa22BtbV2r8/Cenp4ICQnBDz/8gPz8fK782rVr+PvvvzFw4MBHf+BaioiIQF5ens6YlfqgubJDY8eOHXj48GGtfta1/dlo7N69Gw8ePODenzt3DmfPnuX2pekRqN4DoO97379/f+zevRtpaWlceVJSks44IX3bLCgowKZNm3Q+j7W1tdbP1hRiYmLw4MED7N27lysrLS3Fhg0b9NZPSEhAaWkpevfubdJ2EF3Ug0EeW02nDqoaPHgwoqOjMXfuXNy9exfBwcH4+++/sWfPHsyYMYMbCxESEoIRI0Zg9erVKCgoQO/evXH48GG9f4188cUXOHLkCMLDwzFp0iR07NgRubm5uHTpEg4dOoTc3Nwa21Mf+xkzZgy2bNmCmTNn4ty5c+jbty+kUikOHTqEN998E0OHDq31cTAVLy8vfPnll7h79y7atWuHn3/+GfHx8Vi/fj3Xy/L6669j3bp1iI2NxcWLF9G6dWvs2LEDJ0+exIoVK7ielokTJyI3NxdPPvkkWrVqhdTUVHz77bcICQnhxgTo06NHD/z888+YOXMmevbsCRsbmxrD6JIlS/Dss88iIiICEyZM4C5Ttbe3N+n9YQYNGgQLCwscOnQIr7/+usm2q4+TkxP69OmDcePGISMjAytWrEBgYGCt7oFS25+NRmBgIPr06YM33ngDcrkcK1asgLOzM95//30AgJ2dHZ544gksXrwY5eXl8Pb2xt9//42UlBSdfS9YsAB///03IiMj8cYbb3DBuHPnzoiPj+fqPfPMM1zP1uTJk1FcXIwNGzbAzc0NDx8+1Npmjx49sGbNGnz66acIDAyEm5sbnnzySSOOaqXJkydj5cqVGDFiBN5++214enpi69atEIvFAHR7TQ4ePAgrKys8/fTTj7VfUgsNf+EKacqqXqZqSPXLVBljrKioiL3zzjvMy8uLWVpasrZt27IlS5Zwl3BqlJSUsOnTpzNnZ2dmbW3NBg8ezO7fv69z+ShjjGVkZLCpU6cyHx8fZmlpyTw8PNhTTz3F1q9f/8jPUh/7kclkbO7cuczf35+r99JLL7Hk5OQ6HwcAbOrUqVplmssRlyxZolWuuczv119/5cqioqJYp06d2IULF1hERAQTi8XMz8+PrVy5UudYZGRksHHjxjEXFxcmFApZly5dtC4fZYyxHTt2sGeeeYa5ubkxoVDIfH192eTJk9nDhw912lH10sDi4mI2cuRI5uDgwABwl6zqu0yVMcYOHTrEIiMjmUQiYXZ2dmzw4MEsISFBq47mMtWsrCytcs33s+rlujUZMmQIe+qppx5Z73EvU/3pp5/YnDlzmJubG5NIJGzQoEEsNTVVq67mZ6VPbX42Vb8XS5cuZT4+PkwkErG+ffuyK1euaNX977//2PPPP88cHByYvb09e/nll1laWpre7/3hw4dZt27dmFAoZAEBAey7775j7777LhOLxVr19u7dy7p27crEYjFr3bo1+/LLL7nLtqv+LNLT09mgQYOYra0tA8Ad15ouU9V3TMaOHatz2fOdO3fYoEGDmEQiYa6uruzdd99lO3fuZADYmTNntOqGh4ez0aNH6z3WxLQoYBDSTBn6pUUYO3bsGOPz+ezWrVv1sn19oa++1BQ868PQoUNZYGBgve/ncS1fvpwB0JoX5PLly4zH47HLly+br2EtCI3BIIS0SH379sUzzzyjd+ppolJSUqL1/vbt29i3b59Z7s1iSPV2lpaWYt26dWjbtq3WvCBffPEFXnrpJYSEhDRwC1smGoNBCGmxqg9YJNratGnD3bckNTUVa9asgVAo5MZ0NBYvvPACfH19ERISgoKCAvz444+4ceMGtm7dqlVv+/btZmphy0QBgxBCiF4DBgzATz/9hPT0dIhEIkRERODzzz9vdHNIxMTE4LvvvsPWrVuhUCjQsWNHbN++HcOHDzd301o0HmP1ODMPIYQQQlokGoNBCCGEEJOjgEEIIYQQkzPrGIxjx45hyZIluHjxIh4+fIjffvsNw4YNM7hOXFwcZs6cievXr8PHxwcfffQRYmNja71PpVKJtLQ02Nra0s1uCCGEkDpgjKGoqAheXl46N+GrzqwBQyqVIjg4GOPHj8cLL7zwyPopKSkYNGgQpkyZgq1bt+Lw4cOYOHEiPD09ERMTU6t9pqWl6dyJkhBCCCG1d//+fbRq1cpgnUYzyJPH4z2yB2P27Nn4888/te4J8eqrryI/Px9//fVXrfZTUFAABwcH3L9//5G3cyaEEEJIpcLCQvj4+CA/Px/29vYG6zapy1RPnz6tc0fDmJgYzJgxo8Z15HK51o2YNDcdsrOzo4BBCCGEGKE2Qwya1CDP9PR0uLu7a5W5u7ujsLBQZyY3jUWLFsHe3p570OkRQgghpP41qYBhjDlz5qCgoIB73L9/39xNIoQQQpq9JnWKxMPDAxkZGVplGRkZsLOzg0Qi0buOSCSCSCRqiOYRQgghRK1J9WBERETg8OHDWmUHDx5ERESEmVpECCGEEH3MGjCKi4sRHx+P+Ph4AKrLUOPj43Hv3j0AqtMbY8aM4epPmTIFd+7cwfvvv48bN25g9erV+OWXX/DOO++Yo/mEEEIIqYFZA8aFCxfQrVs3dOvWDQAwc+ZMdOvWDfPmzQMAPHz4kAsbAODv748///wTBw8eRHBwMJYuXYrvvvuu1nNgEEIIIaRhNJp5MBpKYWEh7O3tUVBQQJepEkIIIXVQl9+hTWoMBiGEEEKaBgoYhBBCCDG5JnWZKiGk4SiVDGUKJcoUSpRXqJ7LKpQoVyghr1CiXMG492Xq5TwAIksBhAI+hBZ8iCxUz5r31cvohoOENF8UMAhpohhjkJUpkCstQ460DHnq51ypHDnSMhSWVHC/+DUBoTIcKLXCQbmC6ZRXKOt/eFbV4KETSvSVCfgQWQgql6vLrIQCWIssYCu2gI1I/RBbwFZkCRuxBaxFAogsBPX+eQghlShgENJIKJUMhaXl6pBQhpxi1XOeTPNazi3ThAl5hbLB2mcp4MFS/QvfUlClV0LAh6WFahljQFmFEvIKBdfjwT0UqiBTlaaHBPIadmpCQgEfNtUCiHYY0V9uwwUXVVixshSAz6eeF0IehQIGIfVEqWTILylHTrEc2cVlyJHKkVNc2cuQJy1HjlSOXE1okJVDYUSvgciCD2drIZxshHC0EqpeW4tgL7GEyJLPhQKhgKcVDiwt+BCpn4VVgoPIgl8lSKjX4fNN8ku16mkXeblSTwhRQF7lvbxKOKkaVLTrKFBSrkBxaQWK5RWQyitQJK/g3svKFABUYUZzrB8HjwdYC7UDiIOVJZyshHC0FsLJWvVzcLK2VD+ryh0klrAQ0LA30nJQwCCkljSnJHKKy5CtCQvFql6F7GJNeFA9Z6t7HIw5y2ArtoCT+heVs3XlLyhNcNCUaR5WQkGTGcvA5/Mg5gsgthQA4obZp0LJuOBRLK9AkTp4qAJIOYpKKyCVK1AsL9ezvMqjtAIVSgbGwJWhsG5tsZdYqgOIZZUgog4mXECpDCZ2YkvqLSFNFgUM0qKVliuQLyuv0rtQGRA04aFqD0Rped1PSThYWcLZWghnm8pwwIUEGxGc1L9MnNU9EEIL+ivXlAR8HuwllrCXWD7WdhhTjVNRBZLKsFJUWo78knLkScuQK1OdvsqVliNP81pWhnxZOQCgoKQcBSXlSKnlPvk8wNGqagCpFkystAOou52Yvj+k0aCAQZqNCoWy8j96zdgFqfZ/+JpyzTgGqbr7vC7Elny42IjgbCOCizoYaMKDqlwIZ2sRXGxU//FbUrd4s8Dj8SC2VPW+uNrW7QaKFQolCko038Fyne8hF0xkqu9vnrQMRfIKKBlUIbeWp3V4PMDNVgRPewm8HSTwchDDy0Gi9d7JWthkerxI00YBgzRKCiVDofo/5DxZtb8Oq/yVmCuVI0+m+g+7oKTcqH0J+Dw4WgnhYqMdEJxtVGWVr1XPVkL6Z0PqxkLAV4VQm9oHk7IKJfJlqu+7KoiUV/nul2kF5jxpObKK5SirUCKjUI6MQjni7+fr3a7Igg8vTfiwl1S+dlC/tpdAIqQrbsjjo/8pSb1iTHX+O19WjnyZJjCowkCeulehoEqQKFA/F5aWw9hJ7KsOuOMG26m7mJ2sdc9524kt6C860ugILfhwsxPDza52g1UYY8iRliEtv0T9KFU9F5TgQX4pHuaXILNIDnmFEinZUqRkS2vclpO1EJ72qtCh6fnwVIcRbwcJXG1FENDYEPIIFDBIrWgGOOaXlCNfVoYCWbn6dTnyS1TnmPOkZdzyPHWgKCgp07k0sS5sRRawV49h0B4Ipz1SXzN+wZ5G6pMWisfjwcVGBBcbEbq2ctBbR16hQEaBHA/UIeShOnxUhpISSNVzq+RKy3A9Tf8oVgs+D+52Yu3TMA4SeFfpCbETP96YF9L0UcBoYZRKhqLSCi4UcIGhRBMIKoNBfpUQ8bhBQWTBh6OVEA5WlnCwsqzyWjWi3kGieu+oHmFvr35P4xcIMR2RhQC+zlbwdbbSu5wxhsLSisrAUaAdPtLyS5FeWIoKJcOD/BI8yC+pcV+utiIEedohyNMWHT3tEORpB38Xa/o33YLQ3VSbIE1vQtVQoHqUVXlduaywRBUUNOWP8xMXCvhwsFKNyHdQBwF7iSUc1eHAQR0WHDXhwVr1ns7pEtI8KJQMmUWq4KE59aJ5rekVyZPpHw8ltOCjrZuNOnhUhg8HK2EDfwpirLr8DqWAYSaMMZSUKyoDgVZQUIUCLihUK8+XlT/2NM5WQgEcJJawt1JNAKTpWdD0HDhIqr1XBwexJd0/ghBiWLG8ArcyipD4sFD9KMKNh4U1XrXlaS9GBw/bKsFD1dtB4zwaHwoYBpgyYGgGMBaWVmgFhKrhoPqjsLRy+eOccgBUUzerehAsuOv8HdTjEOwkqpCgKbfX6nWwpPsyEEIalFLJcD9PxgWOxIeFSEwvxP1c/adZxJZ8tHe3RQcPVU9HkKcdOnjaPfZ8JuTxUMAwoOrBsbW1RUm5AoUlFSgsrQwHqhBQofWaCweaZeqg8Lj3g7KoMgmQbZVAoBUOqgSEqiFBYtl0ZnAkhBB9ikrLcSNdu7fjZnoRSsr193Z4O0gQ5GmHjp626KDu7fBzsqIZTxsIBQwDNAen64e/QcqEJrljpFDAh53EUqsnoerDTv3Qt6wpTfNMCCENQaFkSM2RVvZ0qB9pBaV661sJBWhf9RSLhyp82IjoOgZTo4BhgObg+Mz4BXyRaiS1ZiphO7GFKgyILWEnsYCduEpA0FqmChOa1yILGpdACCH1rUBWjsT0Qu3ejowilNVwV2FfJyvu9EqQpx06e9vD20HSwK1uXihgGKA5OBdu/QcvNyfYiakXgRBCmqoKhRJ3c6RIqNbbkVEo11vf38Uafdu64Im2rugV4Ey9HHVEAcOAxnIVCSGEkPqTKy3T6ulIfFiImxlFUFQ5LW7B56G7nyOeaOuCvm1d0dnbnq5ceQQKGAZQwCCEkJapsLQcp5NzcPx2Fo7fzkZqjkxruYOVJSIDXbjA4UWnU3RQwDCAAgYhhBAASM2R4vjtbBy/nYVTSTkokldoLQ90s+FOp4S3caIbHYIChkEUMAghhFRXoVDiyn/5OHpLFTiu3M/XmoZAKOCjh58j+rZTBY6OnnYt8tJYChgGUMAghBDyKAWycpxKzsax29k4ditL574rztZC9FGfSunb1gXutbzrbVNHAcMAChiEEELqgjGGuzkyHL+dhWO3snA6OUdn2vP27raq0yntXBHm7wSxZfOcLZkChgEUMAghhDyOsgolLt/L48ZvXH1QoHUTSaEFH+H+Tuir7uHo4GHbbKZCoIBhAAUMQgghppQnLcPJ5Gwcv5WNY7ez8LDajKOutiL0DXRB33Yu6BPoCldbkZla+vgoYBhAAYMQQkh9YYwhOasYx9SDRc/cydW5r0pHTztusGgPP8cmdTqFAoYBFDAIIYQ0FHmFAhdTK0+nXHtQqLVcbMlHuL8z+rZ1wZMd3NDG1cZMLa0dChgGUMAghBBiLtnFcpxMyuYCR/UpzTt52WFoiBcGB3vB077xTfRFAcMAChiEEEIaA8YYbmUU4/jtLBxVX52iucM3jwf0bO2EoSFeGNjZE47WQjO3VoUChgEUMAghhDRGudIy7Pv3IfZeScO5lFyu3ILPwxPtXDE0xAv9g9xhbcYbtFHAMIACBiGEkMYuLb8Ev19Jw94rabieVjluQ2IpQP+O7hga7IUn2rlCaMFv0HZRwDCAAgYhhJCmJCmzGHuvpGFv/APcrXKDNnuJJQZ28cCQYG+E+Ts1yJ1gKWAYQAGDEEJIU8QYw9X/CrD3Shp+v5KGzKLKAaLudiIM7uqFoSHe6OxtV28Te1HAMIACBiGEkKZOoWQ4eycHe6+kYd+/D1FYWnknWH8XawwJ9sKQEC8EmPiyVwoYBlDAIIQQ0pzIKxQ4disbe+If4FBiBkrLldyyzt52GBrsjeeCPU1y2SsFDAMoYBBCCGmuiuUVOJSQgT3xD3DsdjYUVS57DWvthKEh3ni2s4fRl71SwDCAAgYhhJCWgLvsNT4N5+5qX/Ya1c4VQ4y47JUChgEUMAghhLQ0D/JL8MeVNOyJT0PCQ+3LXp/u6I4htbzslQKGARQwCCGEtGRJmUXYG5+GPVfSkKpz2asnhgR7IdzfCXw9l71SwDCAAgYhhBBSednrnvg0/H41DVlVLnv1sBNjcLAnhgRrX/ZKAcMAChiEEEKINs1lr3vi07Dv2kMUVbnstY2LNYaEeGFIsBdcREoKGDWhgEEIIYTUTF6hwNGbWdhzJQ2Hq1322sHJAgdmD6jV71Dz3TGFEEIIIY2OyEKAZzp54JlOHiiWV+BgQjr2xKfh+O1srQGij0I9GIQQQgh5pJxiOXaevY3J/bvU6ndow96GjRBCCCFNkrONCK/29K11fbOfIlm1ahWWLFmC9PR0BAcH49tvv0VYWFiN9VesWIE1a9bg3r17cHFxwUsvvYRFixZBLBY3YKsJIYQ0OowBpQWANAsozgCKM7VflxYATKmqB6Z+rX7PvVaqlzEDy6qux/SUV1tPa3v6lqlfW1oDth6AnRdg6wnYeQK2XtrPIltzHuE6MWvA+PnnnzFz5kysXbsW4eHhWLFiBWJiYnDz5k24ubnp1N+2bRs++OADbNy4Eb1798atW7cQGxsLHo+HZcuWmeETEEIIqVeMAfJCVUAozgSkmTW8zlI9K+SP3mZjVVoAFKUBaZdqriO0qTl82HqpAoqNOyAwe/+BecdghIeHo2fPnli5ciUAQKlUwsfHB2+99RY++OADnfrTpk1DYmIiDh8+zJW9++67OHv2LE6cOKF3H3K5HHJ55ReusLAQPj4+NAaDEELMhTFAXvSIwJAJFKt7H+oaGkR2gLUrYOOmelirn8UOAF+gujEHj696oMprHr/KMt4jlqtfG1qOanV51epWXy4vBAofAkXqR+FDVeDQlMlrOcCSx1d9Zq3w4VnZM6IJKCI79WeovbqMYzRbxCkrK8PFixcxZ84crozP56N///44ffq03nV69+6NH3/8EefOnUNYWBju3LmDffv24bXXXqtxP4sWLcLChQtN3n5CCCHVMKbqSchNAYrTDfc6VJTWbdtCW8DGVfXXORceanht+fh3DTUbbwPL5MXq4JFWcwgpSgeYQn380wFcrnl7lta64cNO3QuiCSY27oDA0qiPYraAkZ2dDYVCAXd3d61yd3d33LhxQ+86I0eORHZ2Nvr06QPGGCoqKjBlyhR8+OGHNe5nzpw5mDlzJvde04NBCCHECEolUPgAyL0D5KWonnPvALl3Ve/Limu/LaGNOhS4q8KDtVvNr4VW9faRmgyRDSBqC7i0rbmOUqEKeZoQUpimCh1Vg0nhQ0BeAJRLgZwk1aNGPFVo04QPgVOtm2v+kzR1EBcXh88//xyrV69GeHg4kpKS8Pbbb+OTTz7Bxx9/rHcdkUgEkUjUwC0lhJAmrKIMKLhfJTykVAaKvLuAoszAyjzAvpXqlxEXHtz0vHYDhNYN9YlaDr5A3QPhYbhembRa74c6iFQNIcXpgLJCPUg2A3gYD8hrP6rCbAHDxcUFAoEAGRkZWuUZGRnw8NB/YD7++GO89tprmDhxIgCgS5cukEqleP311zF37lzw+XTVLSGE1EqZTBUWNCGC641IUYULpqx5Xb4l4OgHOPoDTm3UD/VrB1/Agv6oa/SE1oBLoOpRE6VS1RtSNYQ8TAHwea12YbaAIRQK0aNHDxw+fBjDhg0DoBrkefjwYUybNk3vOjKZTCdECAQCAKqbthBCCKmiJL9aeLhb+b7ooeF1LSRVgoO/dpiwb6X6S5k0b3w+YOuuenh1U5UVFqLRBwwAmDlzJsaOHYvQ0FCEhYVhxYoVkEqlGDduHABgzJgx8Pb2xqJFiwAAgwcPxrJly9CtWzfuFMnHH3+MwYMHc0GDEEJalNJCIPsWkH1btyeiJNfwumJ7VWDgwkOVEGHjXucrDAipyqwBY/jw4cjKysK8efOQnp6OkJAQ/PXXX9zAz3v37mn1WHz00Ufg8Xj46KOP8ODBA7i6umLw4MH47LPPzPURCCGkYchyVUEi6waQdbPyufCB4fWs3XTDg6O6V8Kq9gP2CKkruhcJIYQ0FowB0mx1eKgWJKSZNa9n4w64tNMdD+HYuknN/EgavyYxDwYhhLRYjKnGQFQPEVk3DZ/WsGsFuLYHXDtUeW4HSBwbru2E1BIFDEIIqS9KpeqKDE2IyL5ZGSRqnJWRp7pCQytEtFf1UFBvBGlCKGAQQsjjUipUl3xq9UbcUI2ZKJfpX4cnUJ3G4EKEujfCuS1NKkWaBQoYhBBSW4ypBlVmJACZ19XPCaorOGq6XwbfUjXzoiZIuLRTPTsH0HwRpFmjgEEIIfqU5KvCQ8Z1IDNR/TpBNcWyPhbiyvDg2q6yV8LRv1Hc2ZKQhkbfekJIy1YhV53KqN4rUdPln3wL1WkM946Am+YRpJrBkiafIoRDAYMQ0jIolUDBPd0gkZOkut+CPnatKoOEeyfVs0tbOrVBSC1QwCCEND/SnCohQv2cdaPmO32K7KsEiY6AWydVr4TEoUGbTUhzQgGDENJ0lZeqgkPG9SrjJRJUd37URyAEXNrr9krYedG02ISYGAUMQkjjx5hqPomM60DGNfXzddXpjZru+ungVxkgNL0SzgGAwLJh205IC0UBgxDSuJQWqq7a0AQJTc9ETRNTSZxUQYILE51Ul4TSpFSEmBUFDEKIeSgVqjt+Vu2RyLgG5Kfqr8+3VAUHTZhw7wS4d6a7fhLSSFHAIITUP27QZZVTHJk3gIoS/fVtvbRDhHtH1aWhFsKGbTchxGgUMAghplNRpp5TQh0kNKc3ih7qr28hUV2twQUJdaig24gT0uRRwCCE1B1jQGGaOkBoTnEkqG7mVdOcEo6ttUOEe2dVGU1ORUizRAGDEGKYvLhy0KWmRyLjOlCar7++yL5KiOioChJuQTTokpAWhgIGIUSl+qBLTe9E3l399XkC1ayW3NUb6rES9j406JIQQgGDkBZJmq0OEprJqR4x6NLGQ90boT614dZRdUUHTZlNCKkBBQxCmrPyUtW4CO4y0EfMdKk16FIzt0QnwNq5YdtNCGnyKGAQ0hwoyoHcO6qxElk31LcXT1TPdKnQswIPcPKvcmpDHSZo0CUhxEQoYBDSlCgqgLwU7SCRdQPIvg0oy/WvI3GsDBGaQOHWARBaN2zbCSEtilEBIyUlBcePH0dqaipkMhlcXV3RrVs3REREQCwWm7qNhLQ8SoVqcGVmIpCVqBofoQkSCrn+dYQ2qnERrkGqAOGqPtVh60GDLgkhDa5OAWPr1q34+uuvceHCBbi7u8PLywsSiQS5ublITk6GWCzGqFGjMHv2bPj5+dVXmwlpPpRK1dTYVXsjMhNUQaKiVP86llaASzvVWAnXDqpeCbcOgF0rgM9v2PYTQkgNah0wunXrBqFQiNjYWOzcuRM+Pj5ay+VyOU6fPo3t27cjNDQUq1evxssvv2zyBhPSJCkVQP491SyXVU9vZN8CymX617EQVwsS6mcHPwoShJBGj8cYY7WpeODAAcTExNRqozk5Obh79y569OjxWI2rD4WFhbC3t0dBQQHs7OzM3RzSnDCmuvwzJwnIua1+TlY9594BFGX61xMI9QcJGnBJCGlk6vI7tNY9GLUNFwDg7OwMZ2e6rI00U/JiIDdZO0Bk31a9lhfUvJ5ABDgHaIcItyDA0R8Q0HhrQkjzUqf/1aKiovDUU0+hX79+iIiIgKWlZX21ixDzUpSrT2loeiKSKgNFUZqBFXmAgw/gHFjlEaC6E6h9K+qRIIS0GHUKGP7+/ti0aRMWLFgAiUSCiIgIREdH48knn0RYWBgEAvrPkzQhSgVQ+EA1PXbuHe0gkXe35pt2AYCVszo8tFUHCHWYcPIHLCUN9hEIIaSxqvUYjKru3r2Lf/75B0ePHkVcXBzu378PGxsbREZG4sknn8SsWbPqo60mQWMwWpgKOZCXqpo7IveOKkzkpaie81NrHhcBqGa15HogAlX33XAOBJza0O3ECSEtUl1+hxoVMKq7c+cONm7ciG+//RbFxcVQKPTNHNg4UMBohkoLtIOD5jk3RdVDAQNfcb4l4OinGgfhUrU3oi1g60lXaxBCSBX1MsizutTUVMTFxXGPzMxM9OrVC1FRUcZukhD9GAOKM6sEhzvaYUKWY3h9oY0qQDipH45VnmlcBCGE1Is6BYwtW7ZwgSI7Oxu9e/dGVFQUJk2ahJ49e9KgT2K8MpnqlEVeqmr8Q776Oe+uqqxcanh9a1ft4ODUpvK1tQvNZEkIIQ2sTgEjNjYWvr6++OCDDzBhwgQKFKT2lAqgME1/eMi7C0gzDa/P46t6Gxyr9UI4tVHNFyGyrfePQAghpPbqNAZj7dq1iIuLw9GjR1FaWoo+ffqgX79+iIqKQo8ePcBrAn8l0hiMesIYUJJXJTxU64nIv1/zzbg0xPaqsODgp3p2VD87tAYcfAELYT1/CEIIIYY0yCDPhIQE7iqSuLg4yOVyREZGIjo6Gu+9955RDW8IFDAeg6ICKLivDhApqufclMpAYWiSKUA1oNLBt1p4qBImJI71/QkIIYQ8hga/iiQtLQ2rV6+mq0iaA3lRldCQov06/z7AHvGztfHQHx4cW6uvyqABlYQQ0lTV+1UkmZmZOHLkCNd7cevWLVhaWqJXr16Ijo42qtGkgSiVQNHDGnohanFFhkCkCgtO/urwoHlureqdEFrV8wcghBDSFNQpYLz55puIi4vDzZs3YWFhgbCwMLz00kuIjo5G7969IRaL66udpC6UCqDgP9X9MnLvADl31K/Vk0vVdBtwDSsX/SHCyV/VQ0FzQxBCCHmEOgWMy5cvY9iwYYiOjkZkZCSsrOivVbNRKoHC/1T3xsi9ow4SyZVzRBiaoZJvAdj71NwTIaZTR4QQQh5PnQLG6dOn66sdRB+lUn2vjGTtAKGZ8lohr3ldgVAdIAJUs1NqLul0agPYtaK7dxJCCKlXtf4tc+bMGfTq1atWdWUyGVJSUtCpUyejG9ZiMAYUZ2jf+lsTJvJSDJ/O4FuqQoRzgDpIqAOEUwDNUElIM6JQKFBe/ojLvAkxEaFQCL4JToXXOmC89tpraNOmDSZOnIiBAwfC2tpap05CQgJ+/PFHbNq0CV9++SUFjKpkuVXu2JlcedfO3DtAWXHN62lChFMbdZBoU/na3odCBCHNGGMM6enpyM/PN3dTSAvC5/Ph7+8PofDx5h6qdcBISEjAmjVr8NFHH2HkyJFo164dvLy8IBaLkZeXhxs3bqC4uBjPP/88/v77b3Tp0uWxGtYklUnVpzGSqwQJ9euS3JrX4/FVl3RqbrTFndZoowoRdDqDkBZJEy7c3NxgZWXVJCYzJE2bUqlEWloaHj58CF9f38f6zhk1D8aFCxdw4sQJpKamoqSkBC4uLujWrRuio6Ph5NS4b2P92PNglJeqTl1wQaLK+IiiNMPr2npVuVun5jlQFS5olkpCSBUKhQK3bt2Cm5sbnJ2dzd0c0oIUFBQgLS0NgYGBOrcEqfd5MEJDQxEaGmrMqk1DhVw1L4RWiFBf5lnwHwze/tvKWbsXQhMmnNoAQt3TSoQQoo9mzAVdrUcamubUiEKheKx7jrXcvveKMiD7tp4QcUcVIpiy5nVF9uoBlQFVBlgGqspoumtCiAnRaRHS0Ez1nWu5AWNJICAy0BMhtK0MEdwAS3WgsHKm238TQgghBpg9YKxatQpLlixBeno6goOD8e233yIsLKzG+vn5+Zg7dy527dqF3Nxc+Pn5YcWKFRg4cGAd96wELG3U4aF6b0QAYO1KIYIQQhqhuLg4REdHIy8vDw4ODuZuDqmBWed8/vnnnzFz5kzMnz8fly5dQnBwMGJiYpCZmam3fllZGZ5++mncvXsXO3bswM2bN7FhwwZ4e3vXfedTLwAfPgDeOAG8sgXoPx/oNhrwiwBs3ChcEEKIEWJjY8Hj8TBlyhSdZVOnTgWPx0NsbGzDN0yPuLg4dO/eHSKRCIGBgdi8eXO97q+0tBSxsbHo0qULLCwsMGzYsHrdHwDcvXsXEyZMgL+/PyQSCQICAjB//nyUlRmY7dlEHjtglJY+4r4WBixbtgyTJk3CuHHj0LFjR6xduxZWVlbYuHGj3vobN25Ebm4udu/ejcjISLRu3RpRUVEIDg6ucR9yuRyFhYVaDwCAnQeFCEIIqQc+Pj7Yvn07SkpKuLLS0lJs27YNvr6+ZmxZpZSUFAwaNAjR0dGIj4/HjBkzMHHiRBw4cKDW29i8eTP69etX6/oKhQISiQTTp09H//79jWi1KjDUZYzEjRs3oFQqsW7dOly/fh3Lly/H2rVr8eGHHxq1/7owKmAolUp88skn8Pb2ho2NDe7cuQMA+Pjjj/H999/XahtlZWW4ePGi1kHm8/no379/jVOS7927FxEREZg6dSrc3d3RuXNnfP755wZvD79o0SLY29tzDx8fnzp8UkIIaTwYY5CVVTT4o66zGXTv3h0+Pj7YtWsXV7Zr1y74+vqiW7duWnXlcjmmT58ONzc3iMVi9OnTB+fPn9eqs2/fPrRr1w4SiQTR0dG4e/euzj5PnDiBvn37QiKRwMfHB9OnT4dUKq2xjWvXroW/vz+WLl2KoKAgTJs2DS+99BKWL19ep89aF9bW1lizZg0mTZoEDw+PettPVQMGDMCmTZvwzDPPoE2bNhgyZAjee+89rZ9NfTFqDMann36KH374AYsXL8akSZO48s6dO2PFihWYMGHCI7eRnZ0NhUIBd3d3rXJ3d3fcuHFD7zp37tzBP//8g1GjRmHfvn1ISkrCm2++ifLycsyfP1/vOnPmzMHMmTO594WFhRQyCCFNUkm5Ah3n1f4vbFNJ+F8MrIR1+3Uxfvx4bNq0CaNGjQKg6oEeN24c4uLitOq9//772LlzJ3744Qf4+flh8eLFiImJQVJSEpycnHD//n288MILmDp1Kl5//XVcuHAB7777rtY2kpOTMWDAAHz66afYuHEjsrKyMG3aNEybNg2bNm3S277Tp0/r9CLExMRgxowZdfqcTVFBQUGDzFllVA/Gli1bsH79eowaNQoCQeVU1cHBwTWGA1NQKpVwc3PD+vXr0aNHDwwfPhxz587F2rVra1xHJBLBzs5O60EIIaR+jR49mpuQMTU1FSdPnsTo0aO16kilUqxZswZLlizBs88+i44dO2LDhg2QSCRcb/iaNWsQEBCApUuXon379hg1apTOGI5FixZh1KhRmDFjBtq2bYvevXvjm2++wZYtW2o8jZ+enq73D9zCwkKtUzvNTVJSEr799ltMnjy53vdlVA/GgwcPEBgYqFOuVCprfUMeFxcXCAQCZGRkaJVnZGTU2HXk6ekJS0tLrVATFBSE9PR0lJWVPfa86YQQ0phJLAVI+F+MWfZbV66urhg0aBA2b94MxhgGDRoEFxcXrTrJyckoLy9HZGQkV2ZpaYmwsDAkJiYCABITExEeHq61XkREhNb7K1eu4OrVq9i6dStXxhiDUqlESkoKgoKC6tx+fe7du4eOHTty7ysqKlBeXg4bGxuu7MMPPzT5+IZOnTohNTUVALjTVVX32bdvX+zfv/+R23nw4AEGDBiAl19+WevsQ30xKmB07NgRx48fh5+fn1b5jh07dM6v1UQoFKJHjx44fPgwN5JWqVTi8OHDmDZtmt51IiMjsW3bNiiVSu5Ob7du3YKnpyeFC0JIs8fj8ep8qsKcxo8fz/1/vmrVqnrbT3FxMSZPnozp06frLKtpUKmHh4feP3Dt7OwgkUj0ruPl5YX4+Hju/a5du7Bz506tYFMfpx727dvH/fH+4MED9OvXT6sdNbW3qrS0NERHR6N3795Yv369yduoj1Hf1Hnz5mHs2LF48OABlEoldu3ahZs3b2LLli34448/ar2dmTNnYuzYsQgNDUVYWBhWrFgBqVSKcePGAQDGjBkDb29vLFq0CADwxhtvYOXKlXj77bfx1ltv4fbt2/j888/1fqkIIYSY14ABA1BWVgYej4eYGN2el4CAAAiFQpw8eZL7g7W8vBznz5/nxkIEBQVh7969WuudOXNG63337t2RkJCgt2e9JhEREdi3b59W2cGDB3V6R6qysLDQ2oebmxskEkmd9muMqn/MW1iofm3XZZ8PHjxAdHQ0evTogU2bNpnkVuy1YVTAGDp0KH7//Xf873//g7W1NebNm4fu3bvj999/x9NPP13r7QwfPhxZWVmYN28e0tPTERISgr/++os7L3bv3j2tA+Hj44MDBw7gnXfeQdeuXeHt7Y23334bs2fPNuZjEEIIqUcCgYA71VH11LaGtbU13njjDcyaNQtOTk7w9fXF4sWLIZPJuIsFpkyZgqVLl2LWrFmYOHEiLl68qDNfxezZs9GrVy9MmzYNEydOhLW1NRISEnDw4EGsXLlSb9umTJmClStX4v3338f48ePxzz//4JdffsGff/5p2oNQTUJCAsrKypCbm4uioiKuJyIkJKRe9qfp8fDz88NXX32FrKwsblm9X8nCWpiCggIGgBUUFJi7KYQQUqOSkhKWkJDASkpKzN2UOhk7diwbOnRojcuHDh3Kxo4dy70vKSlhb731FnNxcWEikYhFRkayc+fOaa3z+++/s8DAQCYSiVjfvn3Zxo0bGQCWl5fH1Tl37hx7+umnmY2NDbO2tmZdu3Zln332mcG2HjlyhIWEhDChUMjatGnDNm3aVKfPumnTJhYVFVWndfz8/BhUd8zUetRWSkpKnepv2rRJ7/4MbcPQd68uv0ONul17U/bYt2snhJAGUFpaipSUFPj7+0MsFpu7OaQFMfTdq5fbtTs6OtZ69rDc3NzabpYQQgghzVCtA8aKFSu41zk5Ofj0008RExPDDYg5ffo0Dhw4gI8//tjkjSSEEEJI02LUKZIXX3wR0dHROpeTrly5EocOHcLu3btN1T6To1MkhJCmgE6REHMx1SkSo65VOXDgAAYMGKBTPmDAABw6dMiYTRJCCCGkGTEqYDg7O2PPnj065Xv27IGzs/NjN4oQQgghTZtR82AsXLgQEydORFxcHDeF69mzZ/HXX39hw4YNJm0gIYQQQpoeowJGbGwsgoKC8M0333C3fA0KCsKJEyd05ownhBBCSMtj9KT24eHhWvOvE0IIIYRoGB0wFAoFdu/ezU0D26lTJwwZMkTvdLCEEEIIaVmMGuSZlJSEjh07YsyYMdi1axd27dqF0aNHo1OnTkhOTjZ1GwkhhBBOXFwceDwe8vPzzd0UYoBRAWP69Olo06YN7t+/j0uXLuHSpUu4d+8e/P396c6mhBDSgsXGxoLH42HKlCk6y6ZOnQoej4fY2NiGb5gecXFx6N69O0QiEQIDA3VuokYej1EB4+jRo1i8eLHWfe+dnZ3xxRdf4OjRoyZrHCGEkKbHx8cH27dvR0lJCVdWWlqKbdu2wdfX14wtq5SSkoJBgwYhOjoa8fHxmDFjBiZOnIgDBw6Yu2nNhlEBQyQSoaioSKe8uLgYQqHwsRtFCCFED8aAMmnDP+o44XP37t3h4+PDXWUIALt27YKvry+6deumVVcul2P69Olwc3ODWCxGnz59cP78ea06+/btQ7t27SCRSBAdHY27d+/q7PPEiRPo27cvJBIJfHx8MH36dEil0hrbuHbtWvj7+2Pp0qUICgrCtGnT8NJLL2H58uV1+qykZkYN8nzuuefw+uuv4/vvv0dYWBgA1TwYU6ZMwZAhQ0zaQEIIIWrlMuBzr4bf74dpgNC6TquMHz8emzZtwqhRowAAGzduxLhx4xAXF6dV7/3338fOnTvxww8/wM/PD4sXL0ZMTAySkpLg5OSE+/fv44UXXsDUqVPx+uuv48KFC3j33Xe1tpGcnIwBAwbg008/xcaNG5GVlYVp06Zh2rRp2LRpk972nT59Gv3799cqi4mJwYwZM+r0OUnNjOrB+OabbxAQEICIiAiIxWKIxWJERkYiMDAQX3/9tanbSAghpIkZPXo0Tpw4gdTUVKSmpuLkyZMYPXq0Vh2pVIo1a9ZgyZIlePbZZ9GxY0ds2LABEokE33//PQBgzZo1CAgIwNKlS9G+fXuMGjVKZwzHokWLMGrUKMyYMQNt27ZF79698c0332DLli0oLS3V27709HS4u7trlbm7u6OwsFDr1A4xnlE9GA4ODtizZw9u376NGzduAFBNtBUYGGjSxhFCCKnC0krVm2CO/daRq6srBg0ahM2bN4MxhkGDBsHFxUWrTnJyMsrLyxEZGVm5K0tLhIWFcVMgJCYm6kzgqLmLt8aVK1dw9epVrbmZGGNQKpVISUlBUFBQndtPHp/R82AAQNu2bdG2bVtTtYUQQoghPF6dT1WY0/jx47m7bq9atare9lNcXIzJkyfrvYqxpkGlHh4eyMjI0CrLyMiAnZ0dJBJJvbSzpTEqYDDGsGPHDhw5cgSZmZlQKpVay6sO7CGEENIyDRgwAGVlZeDxeIiJidFZHhAQAKFQiJMnT8LPzw8AUF5ejvPnz3NjIYKCgrB3716t9c6cOaP1vnv37khISKhTL3pERAT27dunVXbw4EGd3hFiPKPGYMyYMQOvvfYaUlJSYGNjA3t7e60HIYQQIhAIkJiYiISEBL2zPFtbW+ONN97ArFmz8NdffyEhIQGTJk2CTCbDhAkTAABTpkzB7du3MWvWLNy8eRPbtm3Tma9i9uzZOHXqFKZNm4b4+Hjcvn0be/bs4XpP9JkyZQru3LmD999/Hzdu3MDq1avxyy+/4J133jHpMWjJjOrB+L//+z/s2rULAwcONHV7CCGENCN2dnYGl3/xxRdQKpV47bXXUFRUhNDQUBw4cACOjo4AVKc4du7ciXfeeQfffvstwsLC8Pnnn2P8+PHcNrp27YqjR49i7ty56Nu3LxhjCAgIwPDhw2vcr7+/P/7880+88847+Prrr9GqVSt89913entaiHF4jNXxAmeofjD79+9Hhw4d6qNN9aqwsBD29vYoKCh45BefEELMpbS0FCkpKfD394dYLDZ3c0gLYui7V5ffoUadIlmwYAEWLlxIl/IQQgghRC+jTpG88sor+Omnn+Dm5obWrVvD0tJSa/mlS5dM0jhCCCGENE1GBYyxY8fi4sWLGD16NNzd3cHj8UzdLkIIIYQ0YUYFjD///BMHDhxAnz59TN0eQgghhDQDRo3B8PHxoQGShBBCCKmRUQFj6dKleP/99/Xe0Y4QQgghxKhTJKNHj4ZMJkNAQACsrKx0Bnnm5uaapHGEEEIIaZqMChgrVqwwcTMIIYQQ0pwYfRUJIYQQQkhNjBqDQQghhJhLXFwceDwe8vPzzd0UYgAFDEIIISYTGxsLHo+HKVOm6CybOnUqeDweYmNjG75h1Tx8+BAjR45Eu3btwOfzubu3EtOhgEEIIcSkfHx8sH37dq3bSZSWlmLbtm3w9fU1Y8sqyeVyuLq64qOPPkJwcLC5m9MsUcAghJAmgjEGWbmswR91vSdm9+7d4ePjg127dnFlu3btgq+vL7p166ZVVy6XY/r06XBzc4NYLEafPn1w/vx5rTr79u1Du3btIJFIEB0drXeKhBMnTqBv376QSCTw8fHB9OnTIZVKa2xj69at8fXXX2PMmDGwt7ev0+cjtWPUIE9CCCENr6SiBOHbwht8v2dHnoWVpVWd1hk/fjw2bdqEUaNGAQA2btyIcePGIS4uTqve+++/j507d+KHH36An58fFi9ejJiYGCQlJcHJyQn379/HCy+8gKlTp+L111/HhQsX8O6772ptIzk5GQMGDMCnn36KjRs3IisrC9OmTcO0adOwadOmx/rsxHhG9WBIpVJ8/PHH6N27NwIDA9GmTRutByGEkJZt9OjROHHiBFJTU5GamoqTJ09i9OjRWnWkUinWrFmDJUuW4Nlnn0XHjh2xYcMGSCQSfP/99wCANWvWICAgAEuXLkX79u0xatQonTEcixYtwqhRozBjxgy0bdsWvXv3xjfffIMtW7agtLS0oT4yqcaoHoyJEyfi6NGjeO211+Dp6Uk3OyOEkAYgsZDg7MizZtlvXbm6umLQoEHYvHkzGGMYNGgQXFxctOokJyejvLwckZGRXJmlpSXCwsKQmJgIAEhMTER4uHavTUREhNb7K1eu4OrVq9i6dStXxhiDUqlESkoKgoKC6tx+8viMChj79+/Hn3/+qfWlIIQQUr94PF6dT1WY0/jx4zFt2jQAwKpVq+ptP8XFxZg8eTKmT5+us6yxDCptiYwKGI6OjnBycjJ1WwghhDQjAwYMQFlZGXg8HmJiYnSWBwQEQCgU4uTJk/Dz8wMAlJeX4/z589xlo0FBQdi7d6/WemfOnNF63717dyQkJCAwMLB+PggxilFjMD755BPMmzcPMpnM1O0hhBDSTAgEAiQmJiIhIQECgUBnubW1Nd544w3MmjULf/31FxISEjBp0iTIZDJMmDABADBlyhTcvn0bs2bNws2bN7Ft2zZs3rxZazuzZ8/GqVOnMG3aNMTHx+P27dvYs2cP13tSk/j4eMTHx6O4uBhZWVmIj49HQkKCyT5/S2dUD8bSpUuRnJwMd3d3tG7dWudmZ5cuXTJJ4wghhDRtdnZ2Bpd/8cUXUCqVeO2111BUVITQ0FAcOHAAjo6OAFSnOHbu3Il33nkH3377LcLCwvD5559j/Pjx3Da6du2Ko0ePYu7cuejbty8YYwgICMDw4cMN7rvqJbMXL17Etm3b4OfnR3cKNxEeq+sFzgAWLlxocPn8+fONblB9KywshL29PQoKCh75xSeEEHMpLS1FSkoK/P39IRaLzd0c0oIY+u7V5XeoUT0YjTlAEEIIIcT8aCZPQgghhJhcrXswnJyccOvWLbi4uMDR0dHg3Be5ubkmaRwhhBBCmqZaB4zly5fD1tYWALBixYr6ag8hhBBCmoFaB4yxY8fqfW0Kq1atwpIlS5Ceno7g4GBupPCjbN++HSNGjMDQoUOxe/duk7aJEEIIIcYz+xiMn3/+GTNnzsT8+fNx6dIlBAcHIyYmBpmZmQbXu3v3Lt577z307du3gVpKCCGEkNoye8BYtmwZJk2ahHHjxqFjx45Yu3YtrKyssHHjxhrXUSgUGDVqFBYuXEg3VyOEEEIaIbMGjLKyMly8eBH9+/fnyvh8Pvr374/Tp0/XuN7//vc/uLm5cTO9GSKXy1FYWKj1IIQQQkj9MmvAyM7OhkKhgLu7u1a5u7s70tPT9a5z4sQJfP/999iwYUOt9rFo0SLY29tzDx8fn8duNyGEEEIMq3PAKC8vh4WFBa5du1Yf7TGoqKgIr732GjZs2KBz29+azJkzBwUFBdzj/v379dxKQggh9SkuLg48Hg/5+fnmbgoxoM4Bw9LSEr6+vlAoFI+9cxcXFwgEAmRkZGiVZ2RkwMPDQ6d+cnIy7t69i8GDB8PCwgIWFhbYsmUL9u7dCwsLCyQnJ+usIxKJYGdnp/UghBBSP2JjY8Hj8TBlyhSdZVOnTgWPx0NsbGzDN6yaXbt24emnn4arqyvs7OwQERGBAwcOmLtZzYpRp0jmzp2LDz/88LEn1BIKhejRowcOHz7MlSmVShw+fBgRERE69Tt06IB///2XuwNefHw8hgwZgujoaMTHx9PpD0IIaQR8fHywfft2lJSUcGWlpaXYtm0bfH19zdiySseOHcPTTz+Nffv24eLFi4iOjsbgwYNx+fJlczet2TDqXiQrV65EUlISvLy84OfnB2tra63ldbmb6syZMzF27FiEhoYiLCwMK1asgFQqxbhx4wAAY8aMgbe3NxYtWgSxWIzOnTtrre/g4AAAOuWEENLcMMbAqvzSbig8icTg7M3Vde/eHcnJydi1axdGjRoFQNVj4OvrC39/f626crkcs2bNwvbt21FYWIjQ0FAsX74cPXv25Ors27cPM2bMwP3799GrVy+9czGdOHECc+bMwYULF+Di4oLnn38eixYt0vn9pFF9wsjPP/8ce/bswe+//651l1ViPKMCxrBhw0zWgOHDhyMrKwvz5s1Deno6QkJC8Ndff3EDP+/duwc+3+xX0xJCiNmxkhLc7N6jwffb/tJF8Kys6rTO+PHjsWnTJi5gbNy4EePGjUNcXJxWvffffx87d+7EDz/8AD8/PyxevBgxMTFISkqCk5MT7t+/jxdeeAFTp07F66+/jgsXLuDdd9/V2kZycjIGDBiATz/9FBs3bkRWVhamTZuGadOmYdOmTbVqr1KpRFFREZycnOr0OUnNjLpde1NGt2snhDQF+m6ZrZTJzBYw+LUMGLGxscjPz8eGDRvg4+ODmzdvAlCd4r5//z4mTpwIBwcHbN68GVKpFI6Ojti8eTNGjhwJQHUhQevWrTFjxgzMmjULH374Ifbs2YPr169z+/jggw/w5ZdfIi8vDw4ODpg4cSIEAgHWrVvH1Tlx4gSioqIglUprdbv7xYsX44svvsCNGzfg5uZWl8PT7Jj1du0AkJ+fjx07diA5ORmzZs2Ck5MTLl26BHd3d3h7exu7WUIIITXgSSRof+miWfZbV66urhg0aBA2b94MxhgGDRqkc/VfcnIyysvLERkZyZVZWloiLCwMiYmJAIDExESEh4drrVd9jN6VK1dw9epVbN26lStjjEGpVCIlJQVBQUEG27pt2zYsXLgQe/bsafHhwpSMChhXr15F//79YW9vj7t372LSpElwcnLCrl27cO/ePWzZssXU7SSEkBaPx+PV+VSFOY0fPx7Tpk0DoLrnVH0pLi7G5MmTMX36dJ1ljxpUun37dkycOBG//vqr1qSP5PEZNbhh5syZiI2Nxe3bt7W6TwYOHIhjx46ZrHGEEEKargEDBqCsrAzl5eWIiYnRWR4QEAChUIiTJ09yZeXl5Th//jw6duwIAAgKCsK5c+e01jtz5ozW++7duyMhIQGBgYE6D6FQWGP7fvrpJ4wbNw4//fQTBg0a9DgflehhVMA4f/48Jk+erFPu7e1d4wychBBCWhaBQIDExEQkJCRAIBDoLLe2tsYbb7yBWbNm4a+//kJCQgImTZoEmUzG3QpiypQpuH37NmbNmoWbN29i27Zt2Lx5s9Z2Zs+ejVOnTmHatGmIj4/H7du3sWfPHq73RJ9t27ZhzJgxWLp0KcLDw5Geno709HQUFBSY9Bi0ZEYFDJFIpPeeHrdu3YKrq+tjN4oQQkjz8KgJDr/44gu8+OKLeO2119C9e3ckJSXhwIEDcHR0BKA6xbFz507s3r0bwcHBWLt2LT7//HOtbXTt2hVHjx7FrVu30LdvX3Tr1g3z5s2Dl5dXjftdv349KioqMHXqVHh6enKPt99+2zQfnBh3FcnEiRORk5ODX375BU5OTrh69SoEAgGGDRuGJ554Quf64saEriIhhDQFhkbyE1KfTHUViVE9GEuXLkVxcTHc3NxQUlKCqKgoBAYGwtbWFp999pkxmySEEEJIM2LUVST29vY4ePAgTpw4gatXr6K4uBjdu3enEbiEEEIIAWBkwCgtLYVYLEafPn3Qp08fU7eJEEIIIU2cUQHDwcEBYWFhiIqKQnR0NCIiIiAxYiIWQgghhDRPRo3BOHToEAYMGICzZ89iyJAhcHR0RJ8+fTB37lwcPHjQ1G0khJAWq4XdzYE0Aqb6zj32vUgqKipw/vx5rFu3Dlu3boVSqYRCoTBJ4+oDXUVCCGkKFAoFbt26BTc3Nzg7O5u7OaQFKSgoQFpaGgIDA2Fpaam1rEHuRXLr1i3ExcVxD7lcjueeew79+vUzdpOEEELUBAIBHBwckJmZCQCwsrKq0y3TCTGGUqlEVlYWrKysYGFhdEQAYGTA8Pb2RklJCfr164d+/fph9uzZ6Nq1K335CSHEhDw8PACACxmENAQ+nw9fX9/H/p1uVMBwdXXFjRs3uKlVMzIyUFJSAqsmdBMeQghp7Hg8Hjw9PeHm5oby8nJzN4e0EEKhEHy+UUM0tRgVMOLj45Gfn49jx47h6NGj+PDDD5GQkICQkBBER0fTZFuEEGJCAoFA7708CGnMHnuQZ05ODuLi4rBnzx789NNPNMiTEEIIaabqfZDnrl27uMGdCQkJcHJyQp8+fbB06VJERUUZ1WhCCCGENB9G9WC4ubnhiSeeQL9+/RAVFYUuXbrUR9vqBfVgEEIIIcap9x6M5jCiWXbxIkS+vhA4OUFgZwcend8khBBCTMboi1wVCgV2796NxMREAEDHjh0xdOjQJjMQ6f7rk5GnaSufD4G9vSpsODrAwtFJ9drJERaOjhA4VnntpFrGFwrN+wEIIYSQRsyogJGUlISBAwfiwYMHaN++PQBg0aJF8PHxwZ9//omAgACTNrI+WPr6gl9UBGVhIaBUQpGXB0VeXq3X51tZcWFDK5Q4OsDCyQkCRydYODlCoA4lfBsbmieEEEJIi2HUGIyBAweCMYatW7fCyckJgOpqktGjR4PP5+PPP/80eUNNpfr5I1ZeDkV+Pipy86DIy4UiLw8VublQ5KoCR0We+nVuLiry86DIywcqKuq+Y0tLWDg46O0ZETg6cqGECygODuA95ixqhBBCiCnVZQyGUQHD2toaZ86c0RnceeXKFURGRqK4uLium2wwjzvIkzEGZWGhOoioQklFbi4UeflQ5Oaq3uflVQkl+WAymVFt5dvaqnpAHBwgcLBXhRIHhyplDhA4OELgWPlMp24IIYTUl3of5CkSiVBUVKRTXlxcDGEz/wXH4/FU4zXs7SFs3bpW6yhLS1VhQxM8uJ4SVQhR5Fd5nZcHRUEBwBiURUVQFhWh/N692rfPykrVU1I9iGhe29mCb2cHgZ195Wt7e/BFIiOPCCGEEKLLqIDx3HPP4fXXX8f333+PsLAwAMDZs2cxZcoUDBkyxKQNbA74YjH4Xl6w9PKqVX1WUQFFYSEU+fmqR16e1nNFfr6qx6Tq8oICQKEAk8lQLpOhPC2tTm3kCYXg29tBYGsHgZ2d/tf2dqpAonmteba2Bs8E08oSQghpPow6RZKfn4+xY8fi999/527lWlFRgSFDhmDz5s2wt7c3eUNNpbnOg8GUSiiLirjQUaEJJdXCiLKoEIqCQigKC1WneoqKAKXy8XbO54NvYwOBjQ34trbg29pAYGMLvo1N5WtbWwhsbcC3sQXfxhoCW3WZZh1ra7pUmBBCGrl6H4OhkZSUxF2mGhQUhMDAQGM31WCaa8AwFlMqoZRKVWGjUBM+ClRhRfO6sEi1TOt1IZQFBWAmvAET38pKO6BoQom1Dfh2tqpQYqMus1UFGC6oqN9TSCGEkPpTb2MwlEollixZgr1796KsrAxPPfUU5s+fD4lE8lgNJubD4/MhUP+CtvT2rvP6ytJSKAoKoSxWjRdRFBVDKS2GoqgIyqJiKIvVZUVF6nLVa0WxenlRERdSlDIZlDIZkJFh9OepMaTY2lX2oNja6IQVga1qPAqd7iGEENOoU8D47LPPsGDBAvTv3x8SiQRff/01MjMzsXHjxvpqH2nk+GIx+GIx4O5m9DaUZWXcgFYFF0qKoCyWVr4uKq4SSgqrBBV1SJHLVdt63JDC51cJHLaV41DUr7kyeztVPbvKZ4GdHXgSCc13QgghqOMpkrZt2+K9997D5MmTAQCHDh3CoEGDUFJSYpJ7xzcEOkXSPLGyMi5saIWUwiKtXhQupGiVFUNZWAhWVvb4DbGw0BNO7CrL7B1g4ewMgbMTLJyd1a+d6SoeQkiTUG9jMEQiEZKSkuDj48OVicViJCUloVWrVsa3uAFRwCA1Ucrl3MBXbkxKYZGqx6SwqHIMimZ5kXaZUROwqfGtrSHgAocTLJw0IcQFFs5OEDg5q56dnSGwt6fTOIQQs6i3MRgVFRUQi8VaZZaWlig34UA/QsyFLxKB7+oKC1fXOq/LGAMrKVGFjgL1INnCQvWzOogUFEJRUICK3BwosnNUE7Tl5ICVl6sG2kqltZvzRCBQzQbrVNkDYuHkBIGLc5Vg4gwLNzdYuLnRKRtCiFnUKWAwxhAbGwtRle7c0tJSTJkyBdbW1lzZrl27TNdCQpoAHo8HnpUV+FZWsHR3r/V6TD2hWkVOjmoytpwcKHJyUJGTC0Wu6rkiJxuKHNWMsUr1fCeKrGwosrIhf1S7JBIIW7eGyL81hK39IfRXP1q3hsDG+hFrE0KI8eoUMMaOHatTNnr0aJM1hpCWhsfjcQNE4e//yPqsrEw1x0lO9fCRo3rWBJTcXFRkZYGVlECemAi5+nLyqizc3NSBozVE/pXhw9LLiy73JYQ8tseaB6MpojEYpKVg5eUou/8fyu6moCwlBfKUFJSl3EVZSgoUubk1rscTCiH089Xq8RD5t4bQ3x+CRjyJHiGk/tX7vUgIIY0fz9ISojb+ELXR7RlRFBSoQ4cqcJSlpKiCyN1UsLIyyG8nQX47SWc9gZOT3l4PYatW4Kln9SWEEIB6MMzdHEIaFaZQoDwtjQsdVXs9KjIza17RwgJCHx+I2raFuEtnSLp0hbhzJwhsbBqu8YSQetdgU4U3RRQwCDGOoliKsrvaPR7ylLsou3sXrKREdwUeD0J/f0i6dIa4cxdIunSGKCiI5vwgpAmjgGEABQxCTIsplajIyID8zh3IExNR8u81lP77r/47+lpYQNSuLSSdu6h7OrpAFBgIngWdrSWkKaCAYQAFDEIaRkVODkqvXeMCR8m1a1Dk5OjU44nFEAcFcYFD3LkzhH5+NJkYIY0QBQwDKGAQYh6MMVQ8fKgKHNf+VT9fg7K4WKcu39YW4s6dtHo6LDw8aNIwQsyMAoYBFDAIaTyYUomyu6mVgePff1GamMjdvK4qgYsLJJ07V/Z0dOkCC0dHM7SakJaLAoYBFDAIadxYeTnkSUko+fdf1amVf69Bfvs2oFDo1LX09oa4SxdIunaFpFsIxJ06gS8UmqHVhLQMFDAMoIBBSNOjLClBaeINVU/HtWso/fcaylJSdOrxhEKIu3SBVfdukHTrDkm3EOrlIMSEKGAYQAGDkOZBUVSE0uvXUXL1X5TEx6Pk8mUo8vJ06gn9/SHp3g1W3btD0q07hP6taSwHIUaigGEABQxCmifGGMru3kXJpcuQXb6EkkuXUXbnjk49gYMDJN26caFD3Lkzzc1BSC01uYCxatUqLFmyBOnp6QgODsa3336LsLAwvXU3bNiALVu24Nq1awCAHj164PPPP6+xfnUUMAhpOSry8lS9G+rQUfrvNd0BpJaWkHTsCEn37lzosHB2Nk+DCWnkmlTA+PnnnzFmzBisXbsW4eHhWLFiBX799VfcvHkTbm5uOvVHjRqFyMhI9O7dG2KxGF9++SV+++03XL9+Hd7e3o/cHwUMQlouVlaG0oQEyC7Ho+TSJcguX4YiO1unnqWfL6y6dYekWzdYde8GYUAAzctBCJpYwAgPD0fPnj2xcuVKAIBSqYSPjw/eeustfPDBB49cX6FQwNHREStXrsSYMWMeWZ8CBiFEgzGG8vv3Ibt0CSXq0CFPSgKq/bfIt7eHJCSYCx2Srl3Al0jM1GpCzKfJ3E21rKwMFy9exJw5c7gyPp+P/v374/Tp07XahkwmQ3l5OZycnPQul8vlkFfpEi0sLHy8RhNCmg0ejwehry+Evr5wGDYMAKAoLERJfHxl6Lh6FcqCAkiPHoP06DHVihYWEAcFcVerWPXoDgtXV/N9EEIaIbMGjOzsbCgUCri7u2uVu7u748aNG7XaxuzZs+Hl5YX+/fvrXb5o0SIsXLjwsdtKCGkZBHZ2sHniCdg88QQA1bwcpTduouTyJcguXUbJpUuoyMxUTQr277/AD1sAAEI/P0h6hsIqNBRWoT1h6e1FV6uQFq1J32Hoiy++wPbt2xEXFwexWKy3zpw5czBz5kzufWFhIXx8fBqqiYSQJo5naQlJl86QdOkMpzFjVFOep6WpwoY6dMhv3kRZairKUlNRsGMnAMDC0xNWPXqoAkfPUAjbtKHAQVoUswYMFxcXCAQCZGRkaJVnZGTAw8PD4LpfffUVvvjiCxw6dAhdu3atsZ5IJIKILkEjhJgIj8eDpbc37L29YT/4OQCq0yqyS5dQcuECZOcvoOT6dVQ8fIjCP/5A4R9/AAAETk6qwKHu5RC1bw+eQGDOj0JIvTJrwBAKhejRowcOHz6MYerzn0qlEocPH8a0adNqXG/x4sX47LPPcODAAYSGhjZQawkhRD+BnR1s+/WDbb9+AAClTIaSq1chO38BsgsXUBIfD0VuLooOHkTRwYMAAL6Njeqy2NCesAoNhaRzJ/BomnPSjJj9FMnMmTMxduxYhIaGIiwsDCtWrIBUKsW4ceMAAGPGjIG3tzcWLVoEAPjyyy8xb948bNu2Da1bt0Z6ejoAwMbGBjY2Nmb7HIQQosG3soJ1r16w7tULgOry2JJr1yG7cAGyixdQcvESlMXFkB47Dumx4wBUt62XBAdzp1QkwcF0pQpp0sweMIYPH46srCzMmzcP6enpCAkJwV9//cUN/Lx37x74Va4/X7NmDcrKyvDSSy9pbWf+/PlYsGBBQzadEEJqhScUwqq7ak4NYBKYQgH5zZuqwKHu5VDk5UF29ixkZ8+qVrKwgKRTJ1XYCA2FVffuENCl9aQJMfs8GA2N5sEghDQ2jDGUpaRwYUN2/jwq1L2zHB4Pog4d1FephMIqtAfNOEoaXJOaaKuhUcAghDR2jDGUP0iD7MJ5lFy8CNn5Cyi7e1enntDfnzulYhUaCksvr4ZvLGlRKGAYQAGDENIUVWRlQaYOG7ILFyC/dUtnxlFLHx9YhYfBOjwcVmHhsHTXvd0CIY+DAoYBFDAIIc2BoqAAskuXVKdULlxA6bXrgEKhVUfo768KHL16wSosDBY1zHhMSG1RwDCAAgYhpDlSFEtRcukipGfPQnbmLEoTEnR6OERt28KqVy9Yh4fBqmdPCOztzdRa0lRRwDCAAgYhpCVQFBZCduECpGfOQHb2HOQ3b2pX4PEgCuoA6/BesAoPg1VoKAR0qT95BAoYBlDAIIS0RBW5uZCdOw/ZubOQnj2HsuRk7QoCAcSdO8E6LBxWvcJh1b07zcNBdFDAMIACBiGEAOWZmarAcfYspGfPovzePe0KlpaQdO2qOp0S3guSkGDw6bYLLR4FDAMoYBBCiK7yhw9V4zfOnoP07BlUpD3UWs4TCiHp1g3WvcJhFR4OSefONLV5C0QBwwAKGIQQYhhjDOX//afq3Tijml20IitLqw5PIlHdvE19Way4Y0fwLMw+OTSpZxQwDKCAQQghdaOaafQuZGfPQHr2HGTnzkGRm6tVh29jo5r0Kzwc1uFhEHXoAF6V2zyQ5oEChgEUMAgh5PEwpRLypCTIzpyF9NxZyM6dh7KwUKuOwNER1r17wzoyEtaRvWGpvr8UadooYBhAAYMQQkyLKRQovXEDsrPnVDdsO38eSplMq46obSCsI/vAOjISVqE96AqVJooChgEUMAghpH6x8nKUXL0K6cmTKD55EqVX/9Wa9IsnFMIqtIeqd6NPH4jatQOPxzNji0ltUcAwgAIGIYQ0LEV+PqRnzqgCx4mTqHiofYWKwNUFNprTKb17w8LFxUwtJY9CAcMAChiEEGI+mlvTS0+chPTkSUjPnQMrKdGqI+rQATZ9ImEdGQlJ9+40/0YjQgHDAAoYhBDSeCjLylByOR7SEycgPXlSdQ+VKnhiMax69oR1ZG/Y9OkDYUAAnU4xIwoYBlDAIISQxqsiNxfSU6e5wFF9/g0Ld3fuyhTr3r1h4ehoppa2TBQwDKCAQQghTQNjDPLbtyE9eQrSkychO38eTC6vrMDjQdypExc4rEJCaHbRekYBwwAKGIQQ0jQpS0shu3iRCxzV7xDLt7JSTfSlDhzC1q3pdIqJUcAwgAIGIYQ0D+WZmZCeOqUKHKdOQZGTo7Xc0stLHTYiYR3RCwJ7ezO1tPmggGEABQxCCGl+mFIJ+c2b3KWwJRcvgpWXV1bg8yHp0gXWffvCpm8fiDt3Bk8gMF+DmygKGAZQwCCEkOZPKZNBduECFzjKkpO1lgvs7VUDRfv0hXWfSFi6uZmppU0LBQwDKGAQQkjLU/7woSpsHD8B6alTUBYVaS0XdegAm759YB3ZB1bdu9Fg0RpQwDCAAgYhhLRsrKJCNZX5iRMoPn4CpdeuaU1lzreyglWvXqrA0bcvhK1ambG1jQsFDAMoYBBCCKmqIjdXNVD0xHEUnzipM1hU2Lq1auxGn0hYhYW16Bu1UcAwgAIGIYSQmjClEqWJiaqpzI8fh+zyZUCh4JarbtQWyg0WbWkzi1LAMIACBiGEkNpSFBWpbtR2/ASKTxxHRZr2jdosPD1h06cPrPv0UV0K28x/r1DAMIACBiGEEGMwxlB25w43dkN27hxYWVllBYEAkpAQ1diNPn0h7hgEHp9vvgbXAwoYBlDAIIQQYgrKkhLILlxA8fHjkB4/gbKUFK3lAicnWPeJVPVwREbCwtnZTC01HQoYBlDAIIQQUh/K/nug6t04cRyyU6ehlMm0los7dYJ13z6w6dsXkuBg8CwszNRS41HAMIACBiGEkPrGysogi49Xj904AXliotZyvq0trCMiVIGjTx9YenqaqaV1QwHDAAoYhBBCGlpFVhaKT56E9LjqNvSK/Hyt5cLAAFj37g2rnj1hFRraaG9DTwHDAAoYhBBCzIkpFCi9fl01duPESZRcuQIolVp1RG3bqsJGz1BY9ewJCxcXM7VWGwUMAyhgEEIIaUwUBQWqu8KeOwfZ+fMoS0rWqSP099cKHJYeHmZoKQUMgyhgEEIIacwqcnMhO38BsgsXIDt/HvKbN7WmMgcASx8f7nSKVVhPWHp7N8iEXxQwDKCAQQghpClRFBRAdvGiKnScP4/ShASdUyoWnp6qsKHu4RC2bl0vgYMChgEUMAghhDRliuJilFy6xAWOkmvXgIoKrToCVxd14OgJ6549IQwMNEngoIBhAAUMQgghzYlSJkPJlSuQnT8P2bnzKLl6VXuGUQACR0dYhfZQj+PoCVG7duAJBHXeFwUMAyhgEEIIac6UcjlKr16F9Px5VQ/H5Xiw0lKtOnw7O1h1764KHGE9IQ4KqtXEXxQwDKCAQQghpCVhZWUouX698pTKxYs6s4zyrawg0QSOnj0h6dwJPKFQZ1sUMAyggEEIIaQlYxUVKE28oTqlcv48ZBcvQllYqFWHJxZDEhLCDRqVBAeDLxJRwDCEAgYhhBBSiSmVkN+6Bdk5deC4cAGKvDytOjxLS4iDu0LRpQsCP/iAAoY+FDAIIYSQmjHGUJaczPVwSM+fhyIrGwBQrFAgLOl2rX6HNr1buRFCCCGk3vB4PIgCAyEKDITjiBFgjKE8NRXS8+eRceIE8M3t2m2HejAIIYQQUht1+R3Kb6A2EUIIIaQFoYBBCCGEEJNrFAFj1apVaN26NcRiMcLDw3Hu3DmD9X/99Vd06NABYrEYXbp0wb59+xqopYQQQgipDbMHjJ9//hkzZ87E/PnzcenSJQQHByMmJgaZmZl66586dQojRozAhAkTcPnyZQwbNgzDhg3DtWvXGrjlhBBCCKmJ2Qd5hoeHo2fPnli5ciUAQKlUwsfHB2+99RY++OADnfrDhw+HVCrFH3/8wZX16tULISEhWLt27SP3pxmg8jD7IQ3yJIQQQuqgsLAQni6ejf8y1bKyMly8eBFz5szhyvh8Pvr374/Tp0/rXef06dOYOXOmVllMTAx2796tt75cLodcLufeF6pnK3vy1ychkNT9Ri+EEEJIS6UoUdS6rllPkWRnZ0OhUMDd3V2r3N3dHenp6XrXSU9Pr1P9RYsWwd7ennv4+PiYpvGEEEIIqVGzn2hrzpw5Wj0ehYWF8PHxwT8v/0OnSAghhJA6KCwshOcbnrWqa9aA4eLiAoFAgIyMDK3yjIwMeHh46F3Hw8OjTvVFIhFEIpFOuZWlFawsrYxsOSGEENLyVFhW1LquWU+RCIVC9OjRA4cPH+bKlEolDh8+jIiICL3rREREaNUHgIMHD9ZYnxBCCCENz+ynSGbOnImxY8ciNDQUYWFhWLFiBaRSKcaNGwcAGDNmDLy9vbFo0SIAwNtvv42oqCgsXboUgwYNwvbt23HhwgWsX7/enB+DEEIIIVWYPWAMHz4cWVlZmDdvHtLT0xESEoK//vqLG8h579498PmVHS29e/fGtm3b8NFHH+HDDz9E27ZtsXv3bnTu3NlcH4EQQggh1Zh9HoyGRjc7I4QQQoxDNzsjhBBCiFlRwCCEEEKIyVHAIIQQQojJUcAghBBCiMlRwCCEEEKIyVHAIIQQQojJmX0ejIamuSpXc1dVQgghhNSO5ndnbWa4aHEBo6ioCADorqqEEEKIkYqKimBvb2+wToubaEupVCItLQ22trbg8XhcueYuq/fv36cJuPSg42MYHR/D6PgYRsfHMDo+hjXk8WGMoaioCF5eXlqzbOvT4now+Hw+WrVqVeNyOzs7+gIbQMfHMDo+htHxMYyOj2F0fAxrqOPzqJ4LDRrkSQghhBCTo4BBCCGEEJOjgKEmEokwf/58iEQiczelUaLjYxgdH8Po+BhGx8cwOj6GNdbj0+IGeRJCCCGk/lEPBiGEEEJMjgIGIYQQQkyOAgYhhBBCTI4CBiGEEEJMrsUEjGPHjmHw4MHw8vICj8fD7t27DdY/ceIEIiMj4ezsDIlEgg4dOmD58uUN01gzqOvxqerkyZOwsLBASEhIvbXP3Op6fOLi4sDj8XQe6enpDdPgBmbM90cul2Pu3Lnw8/ODSCRC69atsXHjxvpvrBnU9fjExsbq/f506tSpYRrcwIz5/mzduhXBwcGwsrKCp6cnxo8fj5ycnPpvrBkYc3xWrVqFoKAgSCQStG/fHlu2bKn/hlbTYgKGVCpFcHAwVq1aVav61tbWmDZtGo4dO4bExER89NFH+Oijj7B+/fp6bql51PX4aOTn52PMmDF46qmn6qlljYOxx+fmzZt4+PAh93Bzc6unFpqXMcfnlVdeweHDh/H999/j5s2b+Omnn9C+fft6bKX51PX4fP3111rfm/v378PJyQkvv/xyPbfUPOp6fE6ePIkxY8ZgwoQJuH79On799VecO3cOkyZNqueWmkddj8+aNWswZ84cLFiwANevX8fChQsxdepU/P777/Xc0mpYCwSA/fbbb3Ve7/nnn2ejR482fYMambocn+HDh7OPPvqIzZ8/nwUHB9druxqL2hyfI0eOMAAsLy+vQdrUmNTm+Ozfv5/Z29uznJychmlUI2LM/z+//fYb4/F47O7du/XTqEakNsdnyZIlrE2bNlpl33zzDfP29q7HljUOtTk+ERER7L333tMqmzlzJouMjKzHlulqMT0Yj+vy5cs4deoUoqKizN2URmPTpk24c+cO5s+fb+6mNFohISHw9PTE008/jZMnT5q7OY3G3r17ERoaisWLF8Pb2xvt2rXDe++9h5KSEnM3rVH6/vvv0b9/f/j5+Zm7KY1CREQE7t+/j3379oExhoyMDOzYsQMDBw40d9MaBblcDrFYrFUmkUhw7tw5lJeXN1g7KGA8QqtWrSASiRAaGoqpU6di4sSJ5m5So3D79m188MEH+PHHH2Fh0eLumfdInp6eWLt2LXbu3ImdO3fCx8cH/fr1w6VLl8zdtEbhzp07OHHiBK5du4bffvsNK1aswI4dO/Dmm2+au2mNTlpaGvbv30//91QRGRmJrVu3Yvjw4RAKhfDw8IC9vX2dT2E2VzExMfjuu+9w8eJFMMZw4cIFfPfddygvL0d2dnaDtYN+MzzC8ePHUVxcjDNnzuCDDz5AYGAgRowYYe5mmZVCocDIkSOxcOFCtGvXztzNaZTat2+vNZ6gd+/eSE5OxvLly/F///d/ZmxZ46BUKsHj8bB161buzozLli3DSy+9hNWrV0MikZi5hY3HDz/8AAcHBwwbNszcTWk0EhIS8Pbbb2PevHmIiYnBw4cPMWvWLEyZMgXff/+9uZtndh9//DHS09PRq1cvMMbg7u6OsWPHYvHixY+8xbopUcB4BH9/fwBAly5dkJGRgQULFrT4gFFUVIQLFy7g8uXLmDZtGgDVLwzGGCwsLPD333/jySefNHMrG5+wsDCcOHHC3M1oFDw9PeHt7a112+egoCAwxvDff/+hbdu2Zmxd48EYw8aNG/Haa69BKBSauzmNxqJFixAZGYlZs2YBALp27Qpra2v07dsXn376KTw9Pc3cQvOSSCTYuHEj1q1bh4yMDHh6emL9+vWwtbWFq6trg7WDAkYdKJVKyOVyczfD7Ozs7PDvv/9qla1evRr//PMPduzYwYUyoi0+Pr7F/8enERkZiV9//RXFxcWwsbEBANy6dQt8Ph+tWrUyc+saj6NHjyIpKQkTJkwwd1MaFZlMpnNqViAQAFCFMqJiaWnJ/Xvavn07nnvuOerBqA/FxcVISkri3qekpCA+Ph5OTk7w9fXFnDlz8ODBA+5a4VWrVsHX1xcdOnQAoLoO+auvvsL06dPN0v76Vpfjw+fz0blzZ6313dzcIBaLdcqbi7p+f1asWAF/f3906tQJpaWl+O677/DPP//g77//NtdHqFd1PT4jR47EJ598gnHjxmHhwoXIzs7GrFmzMH78+GZ5eqSux0fj+++/R3h4eLP9d6VR1+MzePBgTJo0CWvWrOFOkcyYMQNhYWHw8vIy18eoN3U9Prdu3cK5c+cQHh6OvLw8LFu2DNeuXcMPP/zQsA1v0GtWzEhz2WD1x9ixYxljjI0dO5ZFRUVx9b/55hvWqVMnZmVlxezs7Fi3bt3Y6tWrmUKhMM8HqGd1PT7VNffLVOt6fL788ksWEBDAxGIxc3JyYv369WP//POPeRrfAIz5/iQmJrL+/fsziUTCWrVqxWbOnMlkMlnDN74BGHN88vPzmUQiYevXr2/4BjcwY47PN998wzp27MgkEgnz9PRko0aNYv/991/DN74B1PX4JCQksJCQECaRSJidnR0bOnQou3HjRoO3m27XTgghhBCTo8tUCSGEEGJyFDAIIYQQYnIUMAghhBBichQwCCGEEGJyFDAIIYQQYnIUMAghhBBichQwCCGEEGJyFDAIIYQQYnIUMAghj2XBggUICQkxdzM4PB4Pu3fvrvN6N2/ehIeHB4qKikzfqCqys7Ph5uaG//77r173Q4i5UcAgpAlYu3YtbG1tUVFRwZUVFxfD0tIS/fr106obFxcHHo+H5OTkBm5lwzJ1sJkzZw7eeust2Nrammyb+ri4uGDMmDGYP39+ve6HEHOjgEFIExAdHY3i4mJcuHCBKzt+/Dg8PDxw9uxZlJaWcuVHjhyBr68vAgICzNHUJunevXv4448/EBsb2yD7GzduHLZu3Yrc3NwG2R8h5kABg5AmoH379vD09ERcXBxXFhcXh6FDh8Lf3x9nzpzRKo+OjgYA/N///R9CQ0Nha2sLDw8PjBw5EpmZmQAApVKJVq1aYc2aNVr7unz5Mvh8PlJTUwEA+fn5mDhxIlxdXWFnZ4cnn3wSV65cMdje7777DkFBQRCLxejQoQNWr17NLbt79y54PB527dqF6OhoWFlZITg4GKdPn9baxoYNG+Dj4wMrKys8//zzWLZsGRwcHAAAmzdvxsKFC3HlyhXweDzweDxs3ryZWzc7OxvPP/88rKys0LZtW+zdu9dge3/55RcEBwfD29ubK9PXQ7JixQq0bt2aex8bG4thw4bh888/h7u7OxwcHPC///0PFRUVmDVrFpycnNCqVSts2rRJazudOnWCl5cXfvvtN4PtIqQpo4BBSBMRHR2NI0eOcO+PHDmCfv36ISoqiisvKSnB2bNnuYBRXl6OTz75BFeuXMHu3btx9+5d7q90Pp+PESNGYNu2bVr72bp1KyIjI+Hn5wcAePnll5GZmYn9+/fj4sWL6N69O5566qka//reunUr5s2bh88++wyJiYn4/PPP8fHHH+vcKnru3Ll47733EB8fj3bt2mHEiBHcKaCTJ09iypQpePvttxEfH4+nn34an332Gbfu8OHD8e6776JTp054+PAhHj58iOHDh3PLFy5ciFdeeQVXr17FwIEDMWrUKIO9BcePH0doaKjB41+Tf/75B2lpaTh27BiWLVuG+fPn47nnnoOjoyPOnj2LKVOmYPLkyTpjLsLCwnD8+HGj9klIk9Dg928lhBhlw4YNzNrampWXl7PCwkJmYWHBMjMz2bZt29gTTzzBGGPs8OHDDABLTU3Vu43z588zAKyoqIgxxtjly5cZj8fj6isUCubt7c3WrFnDGGPs+PHjzM7OjpWWlmptJyAggK1bt44xxtj8+fNZcHCw1rJt27Zp1f/kk09YREQEY4yxlJQUBoB999133PLr168zACwxMZExxtjw4cPZoEGDtLYxatQoZm9vz72vvl8NAOyjjz7i3hcXFzMAbP/+/XqPCWOMBQcHs//9739aZfq2v3z5cubn58e9Hzt2LPPz82MKhYIra9++Pevbty/3vqKigllbW7OffvpJa1vvvPMO69evX41tIqSpox4MQpqIfv36QSqV4vz58zh+/DjatWsHV1dXREVFceMw4uLi0KZNG/j6+gIALl68iMGDB8PX1xe2traIiooCoBpzAAAhISEICgriejGOHj2KzMxMvPzyywCAK1euoLi4GM7OzrCxseEeKSkpegeRSqVSJCcnY8KECVr1P/30U536Xbt25V57enoCAHf65ubNmwgLC9OqX/29IVW3bW1tDTs7O27b+pSUlEAsFtd6+1V16tQJfH7lf6Xu7u7o0qUL914gEMDZ2Vln/xKJBDKZzKh9EtIUWJi7AYSQ2gkMDESrVq1w5MgR5OXlcWHBy8sLPj4+OHXqFI4cOYInn3wSgOqXfUxMDGJiYrB161a4urri3r17iImJQVlZGbfdUaNGYdu2bfjggw+wbds2DBgwAM7OzgBUV6pUH/uhoRkPUVVxcTEA1fiJ8PBwrWUCgUDrvaWlJfeax+MBUI0LMYWq29Zs39C2XVxckJeXp1XG5/PBGNMqKy8vr9W+arP/3NxcuLq61vwhCGniKGAQ0oRER0cjLi4OeXl5mDVrFlf+xBNPYP/+/Th37hzeeOMNAMCNGzeQk5ODL774Aj4+PgCgdRWKxsiRI/HRRx/h4sWL2LFjB9auXcst6969O9LT02FhYaE1uLEm7u7u8PLywp07dzBq1CijP2f79u1x/vx5rbLq74VCIRQKhdH7qKpbt25ISEjQKnN1dUV6ejoYY1wAio+PN8n+AODatWs6lxgT0pzQKRJCmpDo6GicOHEC8fHxXA8GAERFRWHdunUoKyvjBnj6+vpCKBTi22+/xZ07d7B371588sknOtts3bo1evfujQkTJkChUGDIkCHcsv79+yMiIgLDhg3D33//jbt37+LUqVOYO3eu3rACqAZYLlq0CN988w1u3bqFf//9F5s2bcKyZctq/Tnfeust7Nu3D8uWLcPt27exbt067N+/n/tFr2l3SkoK4uPjkZ2dDblcXuvtVxcTE4PTp09rBZZ+/fohKysLixcvRnJyMlatWoX9+/cbvY+qZDIZLl68iGeeecYk2yOkMaKAQUgTEh0djZKSEgQGBsLd3Z0rj4qKQlFREXc5K6D6C3zz5s349ddf0bFjR3zxxRf46quv9G531KhRuHLlCp5//nlIJBKunMfjYd++fXjiiScwbtw4tGvXDq+++ipSU1O19l/VxIkT8d1332HTpk3o0qULoqKisHnzZvj7+9f6c0ZGRmLt2rVYtmwZgoOD8ddff+Gdd97RGifx4osvYsCAAYiOjoarqyt++umnWm+/umeffRYWFhY4dOgQVxYUFITVq1dj1apVCA4Oxrlz5/Dee+8ZvY+q9uzZA19fX/Tt29ck2yOkMeKx6icZCSGkEZo0aRJu3LhRb5d2rlq1Cnv37sWBAwfqZftV9erVC9OnT8fIkSPrfV+EmAuNwSCENEpfffUVnn76aVhbW2P//v344YcftCbsMrXJkycjPz8fRUVF9TpdeHZ2Nl544QWMGDGi3vZBSGNAPRiEkEbplVdeQVxcHIqKitCmTRu89dZbmDJlirmbRQipJQoYhBBCCDE5GuRJCCGEEJOjgEEIIYQQk6OAQQghhBCTo4BBCCGEEJOjgEEIIYQQk6OAQQghhBCTo4BBCCGEEJOjgEEIIYQQk/t/l+EZ871+6RkAAAAASUVORK5CYII=",
      "text/plain": [
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Forward and backward power amplitude coefficients normalized to the straight waveguide flux\n",
    "mode_amps_jct = sim_data_jct[\"mode\"]\n",
    "coeffs_f_jct = mode_amps_jct.amps.sel(direction=\"+\") / np.sqrt(flux_wg.data[:, None])\n",
    "coeffs_b_jct = mode_amps_jct.amps.sel(direction=\"-\") / np.sqrt(flux_wg.data[:, None])\n",
    "\n",
    "fig, ax = plt.subplots(1, figsize=(6, 4))\n",
    "ax.plot(lambdas, np.sum(np.abs(coeffs_f_jct.values) ** 2, axis=1))\n",
    "ax.plot(lambdas, np.abs(coeffs_f_jct.values) ** 2)\n",
    "ax.set_xlabel(\"Wavelength (um)\")\n",
    "ax.set_xlim([lambdas[-1], lambdas[0]])\n",
    "ax.set_ylabel(\"Power in mode (W)\")\n",
    "ax.set_title(\"Mode decomposition (+ propagating)\")\n",
    "ax.legend([\"Mode 0 + 1 + 2\", \"Mode 0\", \"Mode 1\", \"Mode 2\"])\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Because of the symmetry with respect to the $y=0$ plane, the power in Mode 0 cannot be converted to Mode 1, but a significant amount of power is converted to Mode 3. Note also that the combined power in the computed modes is smaller than 1W. The missing part is most likely lost in scattering at the sharp waveguide interface."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Waveguide junction (using broadband source)\n",
    "\n",
    "To demonstrate the broadband source capabilities more clearly we will re-run both the straight waveguide and waveguide junction cases. To create a broadband source one needs to specify the number of points, `num_freqs`, that will be used for approximating the frequency dependence. Note that these points will be arranged into a Chebyshev grid, thus a very fast convergence of polynomial approximation is expected and only few points are enough to reach converged results. Another important aspect is that these points are placed in the interval `(freq0 - 1.5 * fwidth, freq0 + 1.5 * fwidth)`, where `freq0` and `fwidth` are the source's parameters, and using broadband sources is not expected to significantly improve results outside of this interval. Use `freq0` and `fwidth` source parameters to adjust the frequency window where the best accuracy is desired."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "broadband_mode_source = mode_source.copy(update={\"num_freqs\": 7})\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Duplicate previously defined simulations and update the source lists."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim_bb = sim.copy(update={\"sources\": [broadband_mode_source]})\n",
    "sim_jct_bb = sim_jct.copy(update={\"sources\": [broadband_mode_source]})\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, let us re-run the straight waveguide case."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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     "metadata": {},
     "output_type": "display_data"
    },
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     "metadata": {},
     "output_type": "display_data"
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       "
[19:49:40] loading SimulationData from data/simulation_bb.hdf5                                        webapi.py:512\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[19:49:40]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/simulation_bb.hdf5                                        \u001b]8;id=67199;file:///home/daniil/Flexcompute/Code/frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=288201;file:///home/daniil/Flexcompute/Code/frontend/tidy3d/web/webapi.py#512\u001b\\\u001b[2m512\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "job = web.Job(simulation=sim_bb, task_name=\"mode_tutorial\", verbose=True)\n",
    "sim_data_bb = job.run(path=\"data/simulation_bb.hdf5\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plotting the total injected power and the power in injected mode one can see that a broadband source injects a chosen mode much more accurately throughout the target frequency range (`+/- 1.5 * fwidth`). That is, the total injected power is equal to 1 W at all frequencies and all of that power is concentrated in the chosen mode. Note that results degrade outside of the target range as expected."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "flux_wg_bb = sim_data_bb[\"flux\"].flux\n",
    "\n",
    "# Forward and backward power amplitude coefficients\n",
    "mode_amps_bb = sim_data_bb[\"mode\"]\n",
    "coeffs_f_bb = mode_amps_bb.amps.sel(direction=\"+\")\n",
    "coeffs_b_bb = mode_amps_bb.amps.sel(direction=\"-\")\n",
    "\n",
    "fig, ax = plt.subplots(1, figsize=(6, 4))\n",
    "\n",
    "ax.plot(lambdas, flux_wg)\n",
    "ax.plot(lambdas, flux_wg_bb)\n",
    "\n",
    "ax.plot(lambdas, np.abs(coeffs_f.sel(mode_index=0)) ** 2, \"x--\")\n",
    "ax.plot(lambdas, np.abs(coeffs_f_bb.sel(mode_index=0)) ** 2, \".--\")\n",
    "\n",
    "ax.set_xlim([lambdas[-1], lambdas[0]])\n",
    "ax.set_xlabel(\"Wavelength (um)\")\n",
    "ax.set_ylabel(\"Power (W)\")\n",
    "ax.set_title(\"Power in mode monitor\")\n",
    "ax.axvspan(\n",
    "    td.C_0 / (freq0 + 1.5 * fwidth),\n",
    "    td.C_0 / (freq0 - 1.5 * fwidth),\n",
    "    facecolor=\"k\",\n",
    "    alpha=0.1,\n",
    ")\n",
    "\n",
    "ax.legend(\n",
    "    [\n",
    "        \"Total (single freq)\",\n",
    "        \"Total (broadband)\",\n",
    "        \"Mode 0 (single freq)\",\n",
    "        \"Mode 0 (broadband)\",\n",
    "        \"+/- 1.5 * fwidth\",\n",
    "    ]\n",
    ")\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us re-run the waveguide junction example now and compare to previous results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "
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       "
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      ],
      "text/plain": [
       "\u001b[1;32m\u2193\u001b[0m \u001b[1;34mmonitor_data.hdf5\u001b[0m \u001b[38;2;114;156;31m\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u001b[0m \u001b[35m100.0%\u001b[0m \u2022 \u001b[32m1.8/1.8 MB\u001b[0m \u2022 \u001b[31m720.4 kB/s\u001b[0m \u2022 \u001b[36m0:00:00\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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       "
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      ],
      "text/plain": [
       "\n"
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     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[19:50:29] loading SimulationData from data/mode_converter_bb.hdf5                                    webapi.py:512\n",
       "
\n"
      ],
      "text/plain": [
       "\u001b[2;36m[19:50:29]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/mode_converter_bb.hdf5                                    \u001b]8;id=334462;file:///home/daniil/Flexcompute/Code/frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=638193;file:///home/daniil/Flexcompute/Code/frontend/tidy3d/web/webapi.py#512\u001b\\\u001b[2m512\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "job = web.Job(simulation=sim_jct_bb, task_name=\"mode_tutorial\", verbose=True)\n",
    "sim_data_jct_bb = job.run(path=\"data/mode_converter_bb.hdf5\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here we plot the comparison for mode mixing results between three options: (1) the simulation containing a mode source that uses only one frequency point, (2) the same as first one, but normalized by flux derived from straight waveguide simulation, and (3) the simulation containing a broadband mode source that uses mutliple frequency points. As one can see, using the broadband source feature allows to obtain results of the same accuracy without running an additional normalization simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "
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   ],
   "source": [
    "# Forward and backward power amplitude coefficients using broadband source\n",
    "mode_amps_jct_bb = sim_data_jct_bb[\"mode\"]\n",
    "coeffs_f_jct_bb = mode_amps_jct_bb.amps.sel(direction=\"+\")\n",
    "coeffs_b_jct_bb = mode_amps_jct_bb.amps.sel(direction=\"-\")\n",
    "\n",
    "# Forward and backward power amplitude coefficients using single frequency source and without normalization\n",
    "coeffs_f_jct_nonorm = mode_amps_jct.amps.sel(direction=\"+\")\n",
    "coeffs_b_jct_nonorm = mode_amps_jct.amps.sel(direction=\"-\")\n",
    "\n",
    "fig, ax = plt.subplots(3, 1, figsize=(6, 7), tight_layout=True)\n",
    "for mode_index in range(3):\n",
    "    ax[mode_index].plot(\n",
    "        lambdas, np.abs(coeffs_f_jct_nonorm.sel(mode_index=mode_index)) ** 2, \"x:\"\n",
    "    )\n",
    "    ax[mode_index].plot(\n",
    "        lambdas, np.abs(coeffs_f_jct.sel(mode_index=mode_index)) ** 2, \".--\"\n",
    "    )\n",
    "    ax[mode_index].plot(\n",
    "        lambdas, np.abs(coeffs_f_jct_bb.sel(mode_index=mode_index)) ** 2\n",
    "    )\n",
    "    ax[mode_index].set_xlabel(\"Wavelength (um)\")\n",
    "    ax[mode_index].set_xlim([lambdas[-1], lambdas[0]])\n",
    "    ax[mode_index].set_ylabel(\"Power in mode (W)\")\n",
    "    ax[mode_index].set_title(f\"Mode {mode_index}, direction='+'\")\n",
    "    ax[mode_index].axvspan(\n",
    "        td.C_0 / (freq0 + 1.5 * fwidth),\n",
    "        td.C_0 / (freq0 - 1.5 * fwidth),\n",
    "        facecolor=\"k\",\n",
    "        alpha=0.1,\n",
    "    )\n",
    "    ax[mode_index].legend(\n",
    "        [\"Single freq\", \"Single freq + norm\", \"Broadband\", \"+/- 1.5 * fwidth\"]\n",
    "    )\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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