{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# pyMMF vs FDTD simulations (Comsol) for GRIN\n", "\n", "For a parabolic graded index fiber, we compare here the results of pyMMF with the solvers `radial`, `eig`, and `WKB` \n", "with FDTD simulations using COMSOL." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "import sys\n", "import pyMMF\n", "\n", "\n", "SMALL_SIZE = 14\n", "MEDIUM_SIZE = 16\n", "BIGGER_SIZE = 18\n", "\n", "plt.rcParams.update({'font.size': MEDIUM_SIZE})\n", "plt.rc('font', size=SMALL_SIZE) # controls default text sizes\n", "plt.rc('axes', titlesize=MEDIUM_SIZE) # fontsize of the axes title\n", "plt.rc('axes', labelsize=MEDIUM_SIZE) # fontsize of the x and y labels\n", "plt.rc('xtick', labelsize=SMALL_SIZE) # fontsize of the tick labels\n", "plt.rc('ytick', labelsize=SMALL_SIZE) # fontsize of the tick labels\n", "plt.rc('legend', fontsize=SMALL_SIZE) # legend fontsize\n", "plt.rc('figure', titlesize=BIGGER_SIZE) # fontsize of the figure title" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Parameters of the fiber\n", "Comsol simulation were done using those same parameters" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "NA = 0.2\n", "radius = 25 # in microns\n", "areaSize = 2.4*radius # calculate the field on an area larger than the diameter of the fiber\n", "npoints = 2**7 # resolution of the window\n", "n1 = 1.45\n", "wl = 1.55 # wavelength in microns\n", "curvature = None\n", "k0 = 2.*np.pi/wl\n", "\n", "r_max = 3.2*radius\n", "npoints_search = 2**8\n", "dh = 2*radius/npoints_search" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Compute transverse modes using pyMMF's axisymmetric solver" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "profile = pyMMF.IndexProfile(npoints = npoints, areaSize = areaSize)\n", "profile.initParabolicGRIN(n1=n1,a=radius,NA=NA)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.imshow(profile.n.reshape([npoints]*2))\n", "plt.title(r'Index porfile')\n", "plt.axis('off')\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "jupyter": { "outputs_hidden": true }, "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-09-13 16:11:30,654 - pyMMF.core [DEBUG ] Debug mode ON.\n", "2024-09-13 16:11:30,655 - pyMMF.solv [INFO ] Searching for modes with beta_min=5.821637357564584, beta_max=5.877818513168\n", "2024-09-13 16:11:30,666 - pyMMF.solv [INFO ] Found 5 radial mode(s) for m=0\n", "2024-09-13 16:11:30,666 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 1\n", "2024-09-13 16:11:30,668 - pyMMF.solv [ERROR ] Field limit 1.0 at the founded beta=0.05066217542815342 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,669 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,669 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,670 - pyMMF.solv [ERROR ] Field limit 1.0 at the founded beta=0.05066217542815342 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,671 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,671 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,672 - pyMMF.solv [ERROR ] Field limit 1.0 at the founded beta=0.05066217542815342 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,672 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,672 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.33a\n", "2024-09-13 16:11:30,673 - pyMMF.solv [ERROR ] Field limit 1.0 at the founded beta=0.05066217542815342 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,674 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,675 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.10a\n", "2024-09-13 16:11:30,675 - pyMMF.solv [ERROR ] Field limit 0.012755129839120789 at the founded beta=0.050662175428153364 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,676 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,676 - pyMMF.solv [WARNING] Retrying by changing r_max to 1.89a\n", "2024-09-13 16:11:30,678 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 2\n", "2024-09-13 16:11:30,679 - pyMMF.solv [ERROR ] Field limit -1.0 at the founded beta=0.03961031292887776 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,680 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,680 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,681 - pyMMF.solv [ERROR ] Field limit -1.0 at the founded beta=0.03961031292887776 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,681 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,682 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,683 - pyMMF.solv [ERROR ] Field limit 0.056019302460125854 at the founded beta=0.03961031292887755 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,683 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,684 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.33a\n", "2024-09-13 16:11:30,686 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 3\n", "2024-09-13 16:11:30,688 - pyMMF.solv [ERROR ] Field limit 1.0 at the founded beta=0.028541272457537663 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,688 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,688 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,690 - pyMMF.solv [ERROR ] Field limit -0.05253356524115814 at the founded beta=0.028541272457537507 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,691 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,691 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,693 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 4\n", "2024-09-13 16:11:30,696 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 5\n", "2024-09-13 16:11:30,709 - pyMMF.solv [INFO ] Found 5 radial mode(s) for m=1\n", "2024-09-13 16:11:30,710 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 1\n", "2024-09-13 16:11:30,711 - pyMMF.solv [ERROR ] Field limit -1.0 at the founded beta=0.04513477880645375 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,711 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,712 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,713 - pyMMF.solv [ERROR ] Field limit -1.0 at the founded beta=0.04513477880645375 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,713 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,714 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,715 - pyMMF.solv [ERROR ] Field limit -1.0 at the founded beta=0.04513477880645375 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,716 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,716 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.33a\n", "2024-09-13 16:11:30,717 - pyMMF.solv [ERROR ] Field limit 0.14218744703877784 at the founded beta=0.045134778806453925 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,717 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,717 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.10a\n", "2024-09-13 16:11:30,718 - pyMMF.solv [ERROR ] Field limit 0.0021314917971200368 at the founded beta=0.045134778806453925 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,719 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,719 - pyMMF.solv [WARNING] Retrying by changing r_max to 1.89a\n", "2024-09-13 16:11:30,722 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 2\n", "2024-09-13 16:11:30,723 - pyMMF.solv [ERROR ] Field limit 1.0 at the founded beta=0.034070167189183195 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,723 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,724 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,725 - pyMMF.solv [ERROR ] Field limit 1.0 at the founded beta=0.034070167189183195 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,726 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,727 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,728 - pyMMF.solv [ERROR ] Field limit 0.04819796399196991 at the founded beta=0.03407016718918313 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,729 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,730 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.33a\n", "2024-09-13 16:11:30,735 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 3\n", "2024-09-13 16:11:30,736 - pyMMF.solv [ERROR ] Field limit -0.19714650798060052 at the founded beta=0.02298945455284462 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,737 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,738 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,739 - pyMMF.solv [ERROR ] Field limit -0.003288172064295251 at the founded beta=0.02298945455284459 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,739 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,739 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,743 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 4\n", "2024-09-13 16:11:30,745 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 5\n", "2024-09-13 16:11:30,757 - pyMMF.solv [INFO ] Found 4 radial mode(s) for m=2\n", "2024-09-13 16:11:30,758 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 1\n", "2024-09-13 16:11:30,763 - pyMMF.solv [ERROR ] Field limit -1.0 at the founded beta=0.039606896670381544 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,763 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,764 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,766 - pyMMF.solv [ERROR ] Field limit -1.0 at the founded beta=0.039606896670381544 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,766 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,767 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,768 - pyMMF.solv [ERROR ] Field limit -0.1675003460169947 at the founded beta=0.039606896670381475 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,768 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,768 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.33a\n", "2024-09-13 16:11:30,769 - pyMMF.solv [ERROR ] Field limit -0.0021978546918678364 at the founded beta=0.039606896670381524 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,770 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,771 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.10a\n", "2024-09-13 16:11:30,773 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 2\n", "2024-09-13 16:11:30,774 - pyMMF.solv [ERROR ] Field limit 1.0 at the founded beta=0.02853435051797808 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,774 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,775 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,776 - pyMMF.solv [ERROR ] Field limit -0.12817439525521637 at the founded beta=0.028534350517978212 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,776 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,776 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,777 - pyMMF.solv [ERROR ] Field limit -0.0020810532272158865 at the founded beta=0.028534350517978292 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,777 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,778 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.33a\n", "2024-09-13 16:11:30,781 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 3\n", "2024-09-13 16:11:30,782 - pyMMF.solv [ERROR ] Field limit -0.005271842278740631 at the founded beta=0.017450798239859608 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,782 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,783 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,785 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 4\n", "2024-09-13 16:11:30,796 - pyMMF.solv [INFO ] Found 4 radial mode(s) for m=3\n", "2024-09-13 16:11:30,797 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 1\n", "2024-09-13 16:11:30,798 - pyMMF.solv [ERROR ] Field limit 1.0 at the founded beta=0.034071439795895594 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,798 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,799 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,799 - pyMMF.solv [ERROR ] Field limit 1.0 at the founded beta=0.034071439795895594 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,800 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,800 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,801 - pyMMF.solv [ERROR ] Field limit -0.06289455472788127 at the founded beta=0.03407143979589552 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,801 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,801 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.33a\n", "2024-09-13 16:11:30,803 - pyMMF.solv [ERROR ] Field limit -0.0011262124056772855 at the founded beta=0.034071439795895476 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,803 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,803 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.10a\n", "2024-09-13 16:11:30,807 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 2\n", "2024-09-13 16:11:30,809 - pyMMF.solv [ERROR ] Field limit 0.5055215288595848 at the founded beta=0.02298910620795198 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,809 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,810 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,811 - pyMMF.solv [ERROR ] Field limit 0.00833954404674791 at the founded beta=0.022989106207951988 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,812 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,812 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,815 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 3\n", "2024-09-13 16:11:30,818 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 4\n", "2024-09-13 16:11:30,834 - pyMMF.solv [INFO ] Found 3 radial mode(s) for m=4\n", "2024-09-13 16:11:30,835 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 1\n", "2024-09-13 16:11:30,836 - pyMMF.solv [ERROR ] Field limit -1.0 at the founded beta=0.028530789290099768 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,836 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,836 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,837 - pyMMF.solv [ERROR ] Field limit 0.3411508905024992 at the founded beta=0.028530789290099973 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,837 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,837 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,838 - pyMMF.solv [ERROR ] Field limit 0.005449900686374114 at the founded beta=0.028530789290099997 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,838 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,839 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.33a\n", "2024-09-13 16:11:30,841 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 2\n", "2024-09-13 16:11:30,842 - pyMMF.solv [ERROR ] Field limit 0.003117664564555346 at the founded beta=0.01744070049566171 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,842 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,842 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,845 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 3\n", "2024-09-13 16:11:30,857 - pyMMF.solv [INFO ] Found 3 radial mode(s) for m=5\n", "2024-09-13 16:11:30,857 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 1\n", "2024-09-13 16:11:30,859 - pyMMF.solv [ERROR ] Field limit 0.8563321063878859 at the founded beta=0.022985043200470234 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,859 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,860 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,861 - pyMMF.solv [ERROR ] Field limit 0.013825790229949975 at the founded beta=0.02298504320047025 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,862 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,862 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.59a\n", "2024-09-13 16:11:30,865 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 2\n", "2024-09-13 16:11:30,867 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 3\n", "2024-09-13 16:11:30,890 - pyMMF.solv [INFO ] Found 2 radial mode(s) for m=6\n", "2024-09-13 16:11:30,891 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 1\n", "2024-09-13 16:11:30,894 - pyMMF.solv [ERROR ] Field limit -0.02120303092848433 at the founded beta=0.017434568053403994 is greater than field_limit_tol=0.001\n", "2024-09-13 16:11:30,896 - pyMMF.solv [WARNING] Boundary condition could not be met.\n", "2024-09-13 16:11:30,896 - pyMMF.solv [WARNING] Retrying by changing r_max to 2.88a\n", "2024-09-13 16:11:30,901 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 2\n", "2024-09-13 16:11:30,925 - pyMMF.solv [INFO ] Found 2 radial mode(s) for m=7\n", "2024-09-13 16:11:30,926 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 1\n", "2024-09-13 16:11:30,928 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 2\n", "2024-09-13 16:11:30,939 - pyMMF.solv [INFO ] Found 1 radial mode(s) for m=8\n", "2024-09-13 16:11:30,940 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 1\n", "2024-09-13 16:11:30,951 - pyMMF.solv [INFO ] Found 1 radial mode(s) for m=9\n", "2024-09-13 16:11:30,952 - pyMMF.solv [INFO ] Searching propagation constant for |l| = 1\n", "2024-09-13 16:11:30,967 - pyMMF.solv [INFO ] Found 0 radial mode(s) for m=10\n", "2024-09-13 16:11:30,967 - pyMMF.solv [INFO ] Solver found 55 modes is 0.31 seconds.\n", "2024-09-13 16:11:30,967 - pyMMF.core [DEBUG ] Mode data stored in memory.\n" ] } ], "source": [ "solver = pyMMF.propagationModeSolver()\n", "solver.setIndexProfile(profile)\n", "solver.setWL(wl)\n", "\n", "solver_options = {\n", " 'r_max': r_max, # max radius to calculate (and first try for large radial boundary condition)\n", " 'dh' : dh, # radial resolution during the computation \n", " 'N_beta_coarse' : 1_000, # number of steps of the initial coarse scan\n", "}\n", "\n", "modes = solver.solve(\n", " solver='radial',\n", " curvature = None,\n", " options = solver_options\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Get the mode matrix and rearrange to mode order \n", "(to fit with comsol data later on)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "M0_rad = modes.getModeMatrix(npola = 2)\n", "Nmodes = modes.number\n", "new_ind = [i//2 if i%2 == 0 else (i-1)//2+Nmodes for i in range(2*Nmodes)]\n", "M0_rad = M0_rad[:,new_ind]\n", "betas_as = np.sort(np.concatenate([modes.betas]*2))[::-1]\n", "M = modes.m\n", "L = modes.l" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Compute transverse modes using pyMMF's 2D finite difference eigenvalue solver\n", "See wavefrontshapin.net tutorial on [solving the Helmholtz discretized equation](https://www.wavefrontshaping.net/post/id/3) and on [pyMMF implementation](https://www.wavefrontshaping.net/post/id/6)." ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-09-13 16:11:31,079 - pyMMF.solv [INFO ] Solving the spatial eigenvalue problem for mode finding.\n", "2024-09-13 16:11:31,081 - pyMMF.solv [INFO ] Use close boundary condition.\n", "2024-09-13 16:11:37,034 - pyMMF.solv [INFO ] Solver found 55 modes is 5.95 seconds.\n", "2024-09-13 16:11:37,034 - pyMMF.solv [WARNING] The solver reached the maximum number of modes set.\n", "2024-09-13 16:11:37,035 - pyMMF.solv [WARNING] Some propagating modes may be missing.\n", "2024-09-13 16:11:37,035 - pyMMF.core [DEBUG ] Mode data stored in memory.\n" ] } ], "source": [ "modes = solver.solve(\n", " solver='eig',\n", " options = {'nmodesMax' : Nmodes}\n", " )" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "M0_eig = modes.getModeMatrix(npola = 2)\n", "M0_eig = M0_eig[:,new_ind]\n", "# dupliate the propagation constants for the two polarizations\n", "betas_eig = np.abs(np.sort(np.concatenate([modes.betas]*2))[::-1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. WKB approximation" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "b = radius*n1/NA\n", "f_parabolic = lambda r: np.sqrt(n1**2*(1.-(r/b)**2))" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "r_vec = np.linspace(0, 0.7*areaSize, 150)\n", "real_profile = [profile.radialFunc(r) for r in r_vec]\n", "infinite_GRIN_profile = [f_parabolic(r) for r in r_vec]\n", "plt.figure()\n", "plt.plot(r_vec,real_profile)\n", "plt.plot(r_vec,infinite_GRIN_profile, '--')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## propagation constants under WKB approximation\n", "\n", "$\\beta_{l,m} = \\sqrt{k_o^2 n_1^2-2\\alpha \\left( |l|+2m+1\\right)}$\n", "\n", "$\\alpha = k_o n_1/b$ \n", "\n", "and \n", "\n", "$b = \\frac{radius \\times n_1}{NA}$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mode profile under WKB approximation\n", "\n", "$\\psi_{l,m}(r, \\phi) = A e^{- \\frac{\\alpha r^2}{2}}\n", "(\\alpha r^2)^{|m|/2} L_l^{|m|}(\\alpha r^2)e^{im\\phi}\n", "$\n", "\n", "$L_l^{|m|}$ Laguerre polynomial" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-09-13 16:11:37,186 - pyMMF.solv [INFO ] Finding analytical LP mode profiles associated to the propagation constants.\n", "2024-09-13 16:11:37,186 - pyMMF.solv [INFO ] modes = 55\n", "2024-09-13 16:11:37,225 - pyMMF.solv [INFO ] Found 55 LP mode profiles in 0.0 minutes.\n", "2024-09-13 16:11:37,225 - pyMMF.core [DEBUG ] Mode data stored in memory.\n" ] } ], "source": [ "modes = solver.solve(\n", " solver='WKB',\n", " options = {'degenerate_mode' : \"sin\"}\n", " )\n", "M0_wkb = modes.getModeMatrix(npola = 2)\n", "betas_wkb = np.concatenate([modes.betas]*2)\n", "new_ind = np.argsort(betas_wkb)[::-1]\n", "betas_wkb = betas_wkb[new_ind]\n", "M0_wkb = M0_wkb[:,new_ind]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Load Comsol data\n", "We used the same paramters as for pyMMF calculations.\n", "Simulation are full vectorial FDTD simulation, so we do have a \n", "(small) longitudinal component of the optical field. " ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "data_Ex = np.load('data/modes_transverse_comsol_128_Ex.npz')['Ex']\n", "data_Ey = np.load('data/modes_transverse_comsol_128_Ey.npz')['Ey']\n", "data_Ez = np.load('data/modes_transverse_comsol_128_Ez.npz')['Ez']\n", "\n", "# matrix of mode profiles\n", "M0_cs = np.concatenate([data_Ex,data_Ey,data_Ez],axis=0)\n", "# propagation constats \n", "betas_cs = np.load('data/modes_transverse_comsol_128_betas.npz')['betas']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Show one mode" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, 'Full vectorial FDTD (Comsol)\\n Mode 45')" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ind = 45\n", "\n", "Ex = M0_cs[:npoints**2,ind].reshape([npoints]*2)\n", "Ey = M0_cs[npoints**2:2*npoints**2,ind].reshape([npoints]*2)\n", "Ez = M0_cs[2*npoints**2:,ind].reshape([npoints]*2)\n", "\n", "max_E = np.max([np.max(np.abs(E)) for E in [Ex,Ey]])\n", "\n", "plt.figure(figsize=[12,5])\n", "plt.subplot(131)\n", "plt.imshow(np.abs(Ex), vmax = max_E)\n", "plt.axis('off')\n", "plt.title(r'$|E_x|$')\n", "plt.subplot(132)\n", "plt.imshow(np.abs(Ey), vmax = max_E)\n", "plt.axis('off')\n", "plt.title(r'$|E_y|$')\n", "plt.subplot(133)\n", "plt.imshow(np.abs(Ez), vmax = max_E)\n", "plt.axis('off')\n", "plt.title(r'$|E_z|$')\n", "plt.suptitle(f'Full vectorial FDTD (Comsol)\\n Mode {ind}')\n", "\n", "plt.figure(figsize=[8,5])\n", "plt.subplot(121)\n", "plt.imshow(np.sqrt(np.abs(Ex)**2+np.abs(Ey)**2), vmax = max_E)\n", "plt.axis('off')\n", "plt.title(r'$|E_t|=\\sqrt{|E_x|^2+|E_y|^2}$')\n", "plt.subplot(122)\n", "plt.imshow(np.abs(Ey), vmax = max_E)\n", "plt.axis('off')\n", "plt.title(r'$|E_y|$')\n", "plt.suptitle(f'Full vectorial FDTD (Comsol)\\n Mode {ind}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 6. Compare propagation constants" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 6.1 Whole range" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msize = 10\n", "beta_max = k0*n1\n", "beta_min = k0*np.min(profile.n)\n", "plt.figure(figsize = (10,6))\n", "plt.plot(np.abs(betas_cs[:110]),'b+', label = 'Comsol', markersize = msize, markeredgewidth=2)\n", "plt.plot(betas_as,'r*', label = 'pyMMF axisymmetric solver', markersize = msize, markeredgewidth=2)\n", "plt.plot(betas_eig,'gx', label = 'pyMMF 2D eigenvalue solver', markersize = msize, markeredgewidth=2)\n", "plt.plot(betas_wkb,'k.', label = 'WKB', markersize = msize,markeredgewidth=2)\n", "plt.axhline(beta_min, color='g')\n", "plt.axhline(beta_max, color='g')\n", "plt.xlabel('Modes')\n", "plt.ylabel('Propagation constant')\n", "plt.ylim([5.81,5.88])\n", "plt.legend(fontsize=16, loc = 'upper right')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 6.2 Zoom on lower order modes" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Low order modes')" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msize = 14\n", "xlim = [0,10]\n", "ylim = [5.86,5.875]\n", "beta_max = k0*n1\n", "beta_min = k0*np.min(profile.n)\n", "plt.figure(figsize = (10,6))\n", "plt.plot(np.abs(betas_cs[:110]),'b+', label = 'Comsol', markersize = 1.5*msize, markeredgewidth=2)\n", "plt.plot(betas_as,'r*', label = 'pyMMF axisymmetric solver', markersize = msize, markeredgewidth=2)\n", "plt.plot(betas_eig,'gx', label = 'pyMMF 2D eigenvalue solver', markersize = msize, markeredgewidth=2)\n", "plt.plot(betas_wkb,'k.', label = 'WKB', markersize = msize,)\n", "plt.axhline(beta_min, color='g')\n", "plt.axhline(beta_max, color='g')\n", "plt.xlabel('Modes')\n", "plt.ylabel('Propagation constant')\n", "plt.xlim(xlim)\n", "plt.ylim(ylim)\n", "plt.legend(fontsize=16, loc = 'upper right')\n", "plt.title('Low order modes')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 6.3 Zoom on higher order modes" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'High order modes')" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xlim = [89,110]\n", "ylim = [5.8215,5.824]\n", "beta_max = k0*n1\n", "beta_min = k0*np.min(profile.n)\n", "plt.figure(figsize = (10,6))\n", "plt.plot(np.abs(betas_cs[:110]),'b+', label = 'Comsol', markersize = 1.5*msize, markeredgewidth=2)\n", "plt.plot(betas_as,'r*', label = 'pyMMF axisymmetric solver', markersize = msize, markeredgewidth=2)\n", "plt.plot(betas_eig,'gx', label = 'pyMMF 2D eigenvalue solver', markersize = msize, markeredgewidth=2)\n", "plt.plot(betas_wkb,'k.', label = 'WKB', markersize = msize,)\n", "plt.axhline(beta_min, color='g')\n", "plt.axhline(beta_max, color='g')\n", "plt.xlabel('Modes')\n", "plt.ylabel('Propagation constant')\n", "plt.xlim(xlim)\n", "plt.ylim(ylim)\n", "plt.legend(fontsize=16, loc = 'upper right')\n", "plt.title('High order modes')" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-0.5, 127.5, 127.5, -0.5)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i = 4\n", "ex = M0_cs[:npoints**2,i].reshape([npoints]*2)\n", "ey = M0_cs[npoints**2:2*npoints**2,i].reshape([npoints]*2)\n", "ex2 = M0_rad[:npoints**2,i].reshape([npoints]*2)\n", "ey2 = M0_rad[npoints**2:,i].reshape([npoints]*2)\n", "\n", "m = np.max([np.max(np.abs(ex)),np.max(np.abs(ey))])\n", "m2 = np.max([np.max(np.abs(ex2)),np.max(np.abs(ey2))])\n", "plt.figure(figsize=(9,9))\n", "plt.subplot(221)\n", "plt.imshow(np.abs(ex), vmax = m)\n", "plt.axis('off')\n", "plt.title(r'$|E_x|$')\n", "plt.subplot(222)\n", "plt.imshow(np.abs(ey), vmax = m)\n", "plt.axis('off')\n", "plt.title(r'$|E_y|$')\n", "plt.subplot(223)\n", "plt.imshow(np.abs(ex2), vmax = m2)\n", "plt.axis('off')\n", "plt.subplot(224)\n", "plt.imshow(np.abs(ey2), vmax = m2)\n", "plt.axis('off')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 7. Projection of one basis onto the other one\n", "The order **inside** each degenerate group is not exacty the same, but it is normal as they are (quasi) degenerate." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### First compute the mask corresponding to groups of degenerate modes" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ind_degenerate = modes.getNearDegenerate(tol = 1e-3)\n", "mask_degenerate = np.zeros(shape = [Nmodes*2]*2, dtype = float)\n", "\n", "for ind in ind_degenerate:\n", " mask_degenerate[2*min(ind):2*max(ind)+2,2*min(ind):2*max(ind)+2] = 1\n", "\n", "# mask_degenerate = np.kron(np.eye(2),mask_degenerate) \n", "plt.close('all')\n", "plt.figure()\n", "plt.imshow(mask_degenerate)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 7.1 Display conversion matrices\n", "\n", "We project the mode matrices obtained with the different solver onto the modes profiles from FDTD simulations.\n", "Ideally, all energy is conserved and we have non-zero values only inside the degenerate block.\n", "Note that this matrix is not purely diagonal as modes are degenerate inside each block." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "# only keep transverse field and the propagating modes\n", "M0_cs_trans = M0_cs[:2*npoints**2,:110]\n", "\n", "A_as = M0_cs_trans.transpose().conjugate()@M0_rad\n", "A_eig = M0_cs_trans.transpose().conjugate()@M0_eig\n", "A_wkb = M0_cs_trans.transpose().conjugate()@M0_wkb" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We define a loss term as the ratio energy of the conversion matrix that is out of the degenerate blocks." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'WKB\\n loss = 1.59e-03%')" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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pbrcbCxYsAOC/LuzatStiYmKwdu1ay/dT0t9CIqBobsXmzZuxf/9+AEVtATU3w/t7dezAgQN6XeBvfkbv3r0BAPPmzcOjjz4aVLkmTZqkf02YMAF9+/aFy+XC66+/jn//+9+W80up8tSq5W2bNWvm99jKlSuRkZGBXbt2+T3n5MmThp/37NkDAGjevLnl+f7Si1OacpRG3759cffdd+OJJ57ApEmT4HA40Lp1a6SlpeHSSy/FJZdcAqez6DlUNVT8vac6deogMTERx44dw549e5CSklLs66tN/B566CF9gj6gbe72/vvvAwAmT55suGbbtm0AgL/97W/429/+Vmz+VpsMFff/TxXr73//O958800kJCRg0aJFaNOmTZnzPHLkCAAgMTExoPPV75PanKo4/jat8qbqg+J+z5o1a4Z169bZXo6mTZtapsfFxQGAT2Nz8uTJ+Pe//42PPvoIzz77LCIjIwEYH/JDQkIM11RU3VQc9VktWbLElv8zALjrrruwfPlyLF68GEOGDEFYWBjOOecc9O7dG2PHjtU7ZQBtor/6LP3VhWq/gOIm23tr0aIF+vTpg6VLl2LevHkYP348AO0BdN26dUhJScGgQYMMZVCfc5MmTUrM/+jRoz4PZawLKRCNGjVC69atsWXLFnz77bcYP368YSK44v2gMWnSJP2c1q1b++0QmDx5MjIyMnDTTTfh3nvvRWFhIe6///6AymW1cMH+/fsxZMgQPP/883C73XjhhRcCfp9UvmrVg4b6Y2p2+vRpjBgxAgcPHsTkyZMxdepUtGrVCnFxcQgJCcHmzZvRtm3bct9xsqLL8dhjj+H666/H/PnzsXz5cvzwww+YMWMGZsyYgW7duuHbb79FdHS0La9l5corr8TDDz+M2bNn47nnnkNkZCTmz5+PI0eO4IILLvDpFVY91kOGDEGDBg2KzTs1NdUnzd//P1WsO+64A88//zzq1KmDr7/+2rZN9tasWQMA6NSpU0Dnq9+n5ORkDB48uNhz69atG3A5imsAWx2zoxzenQKBaNasGfr164dvvvlGb9zm5+fjgw8+AOD7kF8ZdaTVKlYqrVWrVkhLSyv2equokpWoqCgsWrQIP//8MxYuXIgVK1ZgxYoV+OWXX/D000/jhhtuwEsvvRT8GwjClClTsHTpUsycOVN/0PD30Of9uQQSNQ8PD/dJY11IgerXr5/Pg0ZSUhI6duyon9O+fXvUq1dPj+IFuqztDTfcgJCQEEydOhUPPPAA3G43HnzwwVKVs2HDhpg2bRqGDx+OV155BdOmTeMIhqqickduVQyUMBZYTe4799xzLY9//vnnAkBSU1MN6Wqs7osvvmh53dq1a4Oao1HacogEP0fDn1WrVkmbNm0E0FayUdR7fe655yyvy8zM1MvgPXba3xwNc77vvfeeiIhccsklAotJ5SIiAwcOFAAyZ86coN6TmqMRyDh/Kl933XWXAJD4+HhZtWpViecHOkfjt99+03//5s2bF1BZfvjhBwEgHTp0COh8b1b37zvvvCMApFu3bn6vU/MfvMfpl6UcJd33/iZUixSNvx4wYICIiMydO1cASM+ePX3OLY+6KSwsTADIyZMnLfNUk6S9y/7+++8LPBNJy1N+fr7MmTNHIiMjBYB88803enp4eLgA8Jm0r3z66acCaBP7vfmboyGiLWYRFxcnTqdTdu3aJWfOnJGkpCQBIJs2bTKcW1BQoJcr2PHoxf0+EFn58MMPBYC0bNlSn59hNa9i9OjRep2o2hAffvihz3neq04pr7/+uj5/zbvd4a2kVadEjH8Hfv755+DfLJWLWjVHwx81P8Hf8AN/a5KrcKEa6mMW7AZkpS2Hnbp164YbbrgBgDZeW1Fh0rffftvyOrVvSHGhUitq7PHMmTNx8OBBLFiwAJGRkZZjj4cOHQoAQe3ZQVXHPffcgyeeeALx8fFYtGiRYUhKWeTl5eH6668HoPViDx8+PKDrunXrhrp162Ljxo34/fffy1yOXr16weFwYPXq1di8ebPP8Y0bN/oMmyqPcgRq9OjRiI+PxzfffIPdu3frPejmaAZQPnWTqifUWvve1q9fb7mvyoUXXgiXy4WlS5fi0KFDQb9moEJDQ3HZZZfpESZVF4aGhiI9PR2A9fANoKguDGQ3ZCUqKgoZGRlwu9145513MH/+fBw9ehRpaWk+wwpDQkIwcOBAAKwLqfypv/1bt27V73PvYVOKd3tI1X9W51m5+uqr8eabb8LpdOJf//oX7rvvvlKVdevWrfr3wW74R+Wosp90KgJKeApes2aNAJDY2Fj5/fffDcemT5+uP2mbe+v27t0rMTExlj393377rd7rZPXaVj2ipS1HIO/R7JNPPpFly5ZJYWGhIT0vL0+GDBkiAOTmm2/W0w8cOKCvNf/II48Ylrdds2aNJCYmWkYiSopo5OTkSJ06dcTpdMrNN98sgLYErZVTp07pn9v//d//WfaE7t+/36cMjGhUvnvvvVcAbRnWQCIZSkkRjeXLl0v37t0FgMTExMjq1auDKtcLL7wggLZa2vfff+9zvKCgQJYsWeKz9Ki/VeOGDx+ur+rj/fuZmZkpvXv31u9Tc692actR0n1fUg/2ddddJwDkxhtvlNDQUImKirK8r8qjblLLEV900UWGJae3b9+uR36syq72G+nevbusX7/eJ9/c3Fz53//+Z7nyl5WXXnpJ/vzzT5/0/fv3S+PGjQWAYQnZL7/8UgBtedvFixcbrlH1XaDL23r78ccf9UiIWgnrjTfesDx39erV4nK5JCoqSmbOnOlTj4toq5yZl75lRINK46yzzhIA+t95q2jeunXrDOf4W/3PKqKhzJw5U5xOpwCQe+65x3CspIjGvn375OyzzxbAejVLqjx80PC49NJLBYC4XC4ZNGiQjB07Vtq1aycOh0NvJFn9Ef3www/1Des6deok48aNk969e4vD4ZDbbrstqAeNspQj2AcNtfRu3bp1ZeDAgTJhwgQZPny41K9fXwBIo0aNZPfu3YZrvDfXadeunYwbN04uvPBCfS1sqw2iSnrQEClab1t9qWEKVn777Tdp1qyZ3mjt3bu3jB8/XkaMGCHt27cXh8MhDRo0MFzDB43K9b///U//v+3atatMmjTJ8stq80TVMDrnnHP088aPHy9DhgzRN5ZUx9euXVuq8qnhXPAMX7r00kv1zSvr1KkjgO8GUP7u37179+q/n0lJSTJq1CgZOXKkJCYmSuvWrfUHkffff9+WcpT1QWPlypWGe2/ixIl+87K7btq2bZv+vpo2bSqjR4+W3r17S2RkpAwYMEB69uxpWfb8/HwZP368ANqSll26dJHRo0dLRkaGpKWl6RvWBbppn9oDpHnz5nLJJZfIhAkTZNCgQXpHUf/+/Q3LbIsYN+xLT0+X8ePHy7nnnitAcBv2makGHQCJjo6WrKwsv+fOnj1boqKiBIA0btxYBg0aJBMmTJChQ4fqD0gZGRmGa/igQaWhloxWDxJWG3O63W79IQPQNoW0UtyDhog2pFO1qe666y493ftBw/vvxoQJE6Rfv3562yQhISGoziwqf3zQ8MjLy5MnnnhCOnXqJFFRUZKYmCiDBg2Sr7/+WrZv3+73j6iIyPfffy+DBw+WuLg4iYqKki5dusj06dOLfW1/DZXSliPYB421a9fKPffcI+np6dKoUSNxuVxSr149Oe+88+TRRx81bA7lbePGjTJp0iRp3LixhIWFSZ06daRfv34+O4cqgTxoqDXfAUizZs0sKzFvJ0+elMcff1x69OghderUkbCwMGnYsKF069ZN7rrrLp+9AfigUbnU70BJX1a/194bjKmvyMhISU5Olh49eshNN90kS5YsKfF3piQ//PCDTJgwQVJTUyU8PFxiY2OlTZs2MmLECHnjjTcM+7KIFL8PzqFDh+TGG2+Uxo0bi8vlkiZNmsiNN94oR48elf79+wsA+eqrr2wpR1kfNEREOnTo4Dd64K086qaNGzfKqFGjJCEhQcLDw6Vt27Yybdo0ycvLK7HsX375pYwaNUoaNWqk10VnnXWWjB07Vj744APJzs72+168ff755zJ16lTp0qWL1KtXT1wulzRu3Fj69u0rb7/9ts+GpsqCBQvkoosukqSkJAkNDZXk5GQZM2aM/PTTT5bnB/KgofZLKanOVLZv3y633XabdOzYUaKjoyUiIkJSU1Olb9++8thjj8lff/1lOJ8PGlQac+bM0X8vR4wY4fc81RkB+J9LWdKDhojIBx98oD9sqP1q/O2j4XA4JCYmRjp37ix333237N+/v0zvleznECnnpZSIiAiZmZlo0aIFTpw4gYMHDwa1khUREVF1xMngREQ2WrVqlU/a4cOHMWnSJBw/fhzDhg3jQwYREdUKjGgQEdnI4XCgcePGOOuss5CUlIS9e/di7dq1OHXqFJo2bYrly5cHtNEaERFRdccHDSIiG91///1YsmQJtm7diuPHj8PlcqFly5YYNmwYbr/9diQlJVV2EYmIiCoEHzSIiIiIiMh2nKNBRERERES244MGERERERHZrlIfNPr27QuHw4GlS5dWZjGqjd27d2P69Om49tprcd555yE8PBwOhwNXX311mfLNzs7Gf/7zH3Tt2hVxcXEICwtDcnIyhg0bhs8++8zymo0bN+LWW29F79690bRpU0RFRSEyMhKtWrXCVVddhQ0bNpSpTKW1evVqjBkzBg0aNEBERASaN2+Om2++GYcOHQo4j7179yIhIQEOhwOhoaF+z/vggw/QoUMHhIeHo2nTpnjooYdQWFhoeW52djaaNWuGjh07Ii8vL+j3Rf6xHgmc2+3GihUr8MADDyA9PR1JSUkICwtD3bp1MXDgQLz//vsoy2jastx/69atw5QpU9C8eXNEREQgISEBnTp1wtSpU3H06NFSl6k0/vrrL1x55ZVo3LgxwsPD0bhxY1x55ZXYtm2b5fknT57E/fffj4svvhgtW7ZEfHw8XC4XUlJScOmll+KLL77w+1qLFi1Ct27dEBERgeTkZNxyyy3IycmxPNftdqN79+5ITk7G8ePHbXmvxDokWOXRFpk5cyYcDkexXwsXLvR7/Ycffoh+/fohISEBERERaNOmDe66665Ku09Yh3iptB08hJsHBeuZZ56x3LDmqquuKnWeR44ckfbt2wsAiYmJkUGDBsnll1+u73ILQG655Raf615//XUBIA0aNJDevXvL5ZdfLsOGDdM34wkNDZUPPvigLG83aHPmzNF3Ke/WrZtcfvnl0qJFC72cW7ZsCSifoUOHisPh0Hf5tTJ//nx9F9KRI0dK8+bNBYDcdNNNluffeuut4nA45Icffij1+yNrrEcCt2XLFsMOv4MGDZKMjAzp1q2bnj5s2DA5c+ZM0HmX5f574oknJCQkRJxOp3Tr1k3Gjh0rQ4cOlVatWgkA2bBhQ1nedlCWL1+u77jdoUMHycjI0Dc1jI6Olh9//NHnGvW5xsTEyAUXXCAjR46U0aNH67uOw89OyWvXrpXQ0FCJioqS4cOH668zbNgwy7I9++yzAkA+/PBD2993bcY6JDjl0RZRG7u2bNnSsPO399f69et9rnO73TJx4kT973WPHj1k5MiR0qRJEwEgTZo0kZ07d5bl7QaNdYgRHzSqkU8//VRuvvlmmTFjhqxbt07uvffeMt/ct9xyiwCQ8847T44ePWo49sUXX+gNB/ONsX37dvnjjz988issLJQnnnhCAEhUVJTPTsblZe/evfqNrXZlFxEpKCiQK664Qm/8lLSDtHqAuummm4p90OjcubO4XC7ZtGmTiIicOnVK2rVrJyEhIT47k/78888SEhJiWUlQ2bEeCdxff/0l/fv3lwULFkhBQYHh2NKlSyU6OloAyMMPPxxUvmW5/9566y0BIG3btrV8oPjtt98kMzMzqPKUVnZ2tqSkpAgA+cc//mE49o9//ENvuJw+fdpwLCsrS3788UfJz8/3yfObb77RP5uFCxcajo0YMcLwu5ufny99+/YVAPLzzz8bzt21a5fExMTIRRddZMM7JW+sQ4JTHm0R9aAxadKkoK576aWXBIDExsbKsmXL9PS8vDy5+uqrBYCkpaWVulzBYh3iiw8a1diDDz5Y5pu7Y8eOAkBmz55teXzgwIECQJ5++umg8lU9mZ999lmpyxaMu+66SwDIgAEDfI5lZWVJfHy85U3qbceOHRIbGysXXHCBbN261e+DxpkzZyQkJEQGDhxoSJ82bZoAkP/97396WkFBgXTp0kUaNWokJ06cKMM7JH9Yj9jn3//+t96rGIzS3n/Hjh2TuLg4iYyMlK1bt5ap7HZQjZY2bdpIYWGh4VhhYaG0adNGAMirr74aVL5TpkwRAHL77bcb0hs3biytW7c2pL333nsCQJ577jlD+iWXXCLR0dGyY8eOoF6bSsY6pGzsaIuU9kFD3ZMPPvigz7HTp0/rjf7FixeXumzBYB3iq8pOBi8oKMCrr76Knj17Ij4+HhEREWjdujVuueUW7N271/KaLVu26GN8w8PDERMTg9TUVFx88cWYMWOGz/lz5szBgAED9HHKSUlJaN++Pa655hqsX7++vN9ilRARERHQecHuZKzmNoSHh1seX716NSZMmICmTZsiPDwciYmJGDx4ML788sugXkeZN28eAGD8+PE+x2JiYjB8+HAAwCeffGJ5vYhgypQpyMvLw1tvvQWn0/+tkZmZicLCQiQmJhrS1f4Ip06d0tOeeeYZrF27Fi+++CLi4uKCe1NUZqxHgtOlSxcA2hjsYJT2/nv77bdx8uRJjB49Gi1atAi6vJs3b8Z1112Hli1bIiIiAvHx8ejduzfee++9oPMCit7H2LFjfeoAp9OJjIwMy/dREn/14dGjRwOqRz7++GPMnz8f06ZNQ2pqalCvTWXDOqTqOnnyJDZv3gwAGDBggM/xyMhIpKWlAdDuISusQypAhT7WmPjrRcjNzZUBAwYIAImIiJChQ4dKRkaGPuaubt26snr1asM1GzZskLi4OD0EP2rUKBkzZoz06NFDYmJi5JxzzjGc//DDD+tzCXr37i3jxo2Tiy66SDp27CgOh0OeeeaZ8n3zNrCjF+H+++8vcehUcnJyUEMXpk+fLgCkfv36lr34zz77rDidTgEgnTt3lssuu0zS09PF5XKVatjGyZMn9TGMVmM4RUSee+45ffiGlRdffFEAyKOPPioi2tAwFDN0KioqSs4++2xDmhqGtnTpUj2PqKgoGTlyZFDvh4LDesQ+aux1ampqwNeU5f4bMmSIAJDXXntNTp8+Le+8847cfPPNcsMNN8gzzzwju3bt8vu6s2fPloiICAEg7dq1k5EjR0r//v314V+TJ08O+D0oSUlJxUZi//e//wkAqVevXsB5rlq1SuLj48XhcMiKFSsMx8466yypW7eu5OXl6WlPP/20AJCZM2eKiEhmZqY0bNhQunbt6tNDSvZgHVI2dkY00tLS5N5775VrrrlGbrvtNnnzzTfl8OHDltfs3btXr3s2btxoec7UqVP9/u1nHVIxquSDxt13362H77dv366n5+XlyVVXXSUApHnz5oYJi5MnTxYAMm3aNJ/XOX36tGHsXm5urkRGRkpMTIz8+eefPufv2LHDcv6BP99++63PpKhAvoINEZrZcXOfOnVKBg8eLPBMQho8eLBkZGTIeeedp9/0Vp+Rkp2drU/UGjFihD55s0GDBvLdd9/5nL9w4UJxOBxSt25dw/+JiMj69eulcePGhsZ6INavX69/pv4eiD755BP9D4PZX3/9JdHR0XLeeefp4yNLetAYO3asAJCnnnpKTpw4IV999ZXExsZK/fr1JTc3V0S0RlRcXJzs3bs34PdCwWM9Ming1yhOdna2vqiBOTxfnLLcf2pYw1NPPaUPt/T+crlc8tRTT1m+Znh4uERERMjcuXMNx3bs2CGdOnUSAPL2228H/D68H5h+/fVXy3PWrFmjn3Pq1CnLc+6//36ZNGmSXH755foke5fLJS+88ILPuffcc4/+eR8/flxWrVolKSkp4nK59Lle1113nYSGhsratWsDfi8UHNYhkwJ+DSt2PmhYfUVERMhjjz3mc01OTo6EhIQIAPn8888t81XtG3Pdwzqk4lS5B42cnByJiYnx+0SYnZ0tDRo0EADy/vvv6+kXXXSRAJA1a9aU+LqHDh0SAD490qX1xx9/+F0lobiv119/vUyva8fNLaJVmnfeeae+0pL6SkpKkgcffFCysrL8Xnv8+HGfSqFFixZ+x7qef/75AkA+/vhjy+OzZ88WADJ69OiAy//DDz/or201kUpE5Ouvv9ZvVm+FhYWSnp4uYWFhht7Ykh40tm/frv8eqq+wsDB9fsYHH3wgAOTll182XJeTk+MzCZfKhvVI2eoRZdKkSQJAUlJS5MiRIwFfV5b7Lzw8XL93UlNTZf78+XL8+HHZunWr3H333XqdZF7BLiMjQwDIk08+afl6q1atEkCL1AbKu3fU3wpZmzdv1s/Zt2+f5Tneq8SoDpzXXnvN8r7PzMyUtm3bGs53OBx6vbF8+XJxOBzyf//3f4brzpw54/ezpuCxDqn8tsiCBQvk3nvvlZ9++kkOHz4sJ0+elJ9//lkmTpyo1wOPPPKIz3W9evUSAHLppZf6HNu8ebOEhYVZ1j2sQyquDqlyDxrff/+9ANrSi/78/e9/FwBy9dVX62kPPfSQAJDzzz9fFi5cKDk5OcW+drNmzfSnwN9//73M76Uy2HFz79u3T7p16ybh4eHyyCOPyLZt2+TUqVOyatUqGTRokACQc845R06ePFliXgcOHJAvv/xSf5i48847DccPHz4sDodDIiMj/S6fqSrehg0bBvweytLQeeqppwTwHa5V0oOGej///e9/5ZprrpH77rtP73k6duyY1K9fX9LS0vRVdmbNmqVPAgsLC5OLLrpItm3bFvB7JP9Yj5Tdv/71L73ncPny5UFdW5b7Tw2XDAkJsfz81LCHFi1a6GmFhYX60JTdu3dbvp7b7ZaYmBhxOp0l/h8qdjUSlBMnTsiqVatk/PjxAkD69+9vWY9mZWXJCy+8INdee63cddddsmrVKhHROoA6dOggLVu21FeoWbx4sXTp0kUAiNPplF69egXUoKXisQ4pG7s6Pf1Rf6fDw8PlwIEDhmOLFi3SH0Suu+462bx5s5w4cUK+/vpradmypf6gERERoV/DOqRi65Aq96Axa9asEp8in3/+eQEgQ4cO1dOys7P1sZSqMde1a1e5/fbb9Q/d23fffSf169fXz09MTJShQ4fK008/7Xc8YFVjx82tVpV6/PHHfY7l5eXp4cMHHngg4DzPnDkjnTt3FgAyf/58PV31EATyFRoaql/3n//8x7IXRv0/lXboxp9//ikRERFyzjnnGMY3igT2oOHPlClTxOVy6X80Pv30UwEg6enpMnfuXHnxxRclPj5eUlNTi40WUWBYj5SN9x/xBQsWBH19WYZOqfHMffv2tbxuw4YNet7qwVx1RgT6tWfPHhHRlq62qkdUB4Fdwx6s3HDDDQJA7rjjjoCvUQ9/ixYtEhFtmeywsDBp3769zJo1S2bMmCEpKSkSHx/vt7FEgWEdUjbl/aBRUFAgdevWFQDyzjvv+Bx/44039LkW3l9NmjSRxx57TAAtUquwDqnYOsT/tsfVTFRUFBYtWoSff/4ZCxcuxIoVK7BixQr88ssvePrpp3HDDTfgpZde0s/v1asXduzYgS+++ALLli3DihUr8NVXX2HBggV48MEHMW/ePFx44YUBvfaff/6Jxx57LOgyp6enl3lX77LYu3cvFi1aBAAYN26cz/GwsDBcdtll2LBhAxYvXoyHH344oHxdLhcmTJiAX3/9FfPmzcOwYcMAaDtSAtoqNKNHjw64nAsXLsSyZct80h966CHUrVvXsILCrl270KlTJ59z1So6zZo109MWLFiA3NxcZGdnY+DAgYbzc3NzAQCFhYXo27cvAOCee+7BkCFDii3rsmXLMGPGDNx///1o3749AOCxxx5DdHQ0PvvsMyQkJAAAQkJCMHXqVHzwwQe49tprS/gEqKLUtnrkhRdewB133AGXy4W5c+eW+PttpbT3HwC0aNECR48e9bvilHf6/v370bx5c70eAYBJkyaVWD61Ssvy5cvx9ttv+xy/8sor0a5dO8TGxiIxMRHHjh3Drl27cM455/h9H3Xr1kV0dHSJr61MnjwZL7/8MubNm4cnn3yyxPM3b96MRx55BBMnTtRX03nqqaeQn5+PefPmoU2bNgCA5ORkDB06FC+//DIeffTRgMtD5ae21SEVISQkBK1bt8aRI0ewZ88en+NXXXUVLr74Ynz88cf4448/4HA40KVLF2RkZOCDDz4AAEO9xDqkguuQcnuECUBpw5W33nqrT7jSSn5+vsyZM0ciIyMFgHzzzTfFnn/o0CG59tprBYA0bdo04PdRXSdgrVixQi+Lvz0e1C6S7dq1Cyrvl19+WQDj7pQqrBgbG2v7ygdqEvpbb71lefxvf/ubAJBrr71WT/O3u6m/rxkzZhRbhtzcXGnbtq20a9dOnxAuIhIRESFdu3Y1nKt6aqdOnVr6N00iwnqktPWIWmnN5XIZIo+lUZr7T0Tk+uuvFwAyfPhwy+t27typv89169aJiNa7qf4v7O7xVT3R/iK4apW+QYMGBZXvxo0bBdDGWgeib9++UrduXcNcmXbt2vlEhLKysnx61Cl4rEMmBfwaVso7oiFStF+G1YTo4qgNQ73nYrAOKVIRdUiV20eja9euiImJwbFjx/DZZ5/5HM/JycGsWbMAAP369Ss2r9DQUFx22WUYPHgwAODXX38t9vx69erh8ccfB6D1zB0/fjygMvft2xeiDUML6mvmzJkB5V9eGjVqpH//008/WZ6zcuVKAEDz5s2DynvJkiUAoD81A0BKSgrOPvtsZGVlYeHChcEWt1gjR44EAL33wtupU6cwf/58AMCoUaP09FtvvdXv/8327dsBaD0pKu3KK68stgyPPPIINm/ejOnTpxvWunY4HMjOzjacq352OBzBv1kqEeuR4r366qu46aab9EiGijqWVmnuPwAYM2YMAK2eMd8jAPSIa0xMDM466ywA2j2pIpCzZ88uU7nN1PuYNWuWodcT0HpBP/roIwC+76MkVvWhP2+99RaWLl2KZ555Rl8PH9DqitOnT0NE9DTWI+WHdUjVsWbNGn2/jO7duwd83Y4dOzB37lzExMQY/n6zDqngOsT2R5cglLSkXKtWrQw7GObl5ck111wjgO+Sci+99JLl8nD79+/Xl0xVS5jt2LFDXn/9dcte/HfffVcASEJCQpVfHSjQXoRPPvlE2rZtK/379/c5ppZOO+usswzL94lon4WaZPXuu+8ajvlb4z47O1vfXTg0NFQ2bNhgOP7ZZ58JoO2xYbWSh9vtlpUrV8pXX31V7Hsy27t3r0RFRQmgrcmvFBQU6L2p3bp10ydnlyTYORq///67uFwuueaaa3yOpaWlCQDDJFu1y+cbb7wRUP7kH+uR4Lz22mvicDiCjmQUV4+U5f5Tq8ZceeWVhkjgunXrJDk5WQDIXXfdZbhm9erV4nK5JCoqSmbOnGkZId2wYYPPspUlyc7O1pfc/ec//2k49s9//lMASOPGjfWJlcr7778vv/zyi09+brdb5s6dq++MXtJuwAcPHpTExETL3s4JEyYIYFzhSI3Bvu+++4J5m2TCOqRsytoWyc7OlhdffNFyovOyZcv0CfPp6ek+x8+cOWM5mfmPP/6Q9u3bCwCZPn26z3HWIZqKqEOq5INGbm6uXHjhhQJAIiMj5aKLLpKMjAxp2rSpANqyq+b/ELUcWPPmzeWSSy6RCRMmyKBBg/TwWP/+/fUVUdauXSuANkmrW7ducvnll8vll1+uz8R3OBxVsgG4b98+Of/88/WvRo0aCaBt/OKdbt5ASK1PbbUJ14YNG/RJVhEREdK3b1+57LLLpEOHDnpY9YorrvBpIKSmporD4ZD27dvLyJEjZdy4cdK3b19JSEgQQJtYajVpS0TbvCs0NFSvwC+++GIZP368DBw4UJ8Ud/fddwf9+cyePVtfU/v888+XjIwMfW3+Bg0a+F0FwkowDxput1vS0tIkOTlZjh8/7nN8wYIF+mpbw4cPl+7du+vvPTs7O5i3SBZYjwRu7dq1eudBu3btil3y0qy4ekSk9Pffrl279IZEo0aNZMSIEdK7d299RaqBAwcaHkC8X0893DRu3FgGDRokEyZMkKFDh+oNuoyMjKA/o+XLl+v5duzYUcaOHSsdO3YUABIdHS0//vijzzVqaeDGjRvLRRddJOPHj5fBgwdLamqqXo/eeOONJXZ0jBs3TqKioixXpPv1118lIiJCQkJCZMiQIdKvXz/997ik1WuoeKxDgmN3W0Qtkx8eHi4XXHCBXH755TJq1Cj9vgMgnTp1svw9V9e2aNFChg4dKuPGjZMePXpISEiIOBwO+de//uX3fbAOqZg6pEo+aIhoYxpffvllueCCCyQ2NlZcLpe0bNlSbr75Zn0FAG+ff/65TJ06Vbp06SL16tUTl8sljRs3lr59+8rbb79tWFXo5MmT8uyzz8rIkSOldevWEhMTI9HR0dKmTRuZOHGi5VNlVaAavyV9mT/PkhoIBw4ckLvvvlvOPvtsiY6OltDQUKlXr54MHjxYPvroI8tr3n//fZk0aZJ06NBBkpKSJCQkROLi4qRLly5y5513ytatW4t9Lxs2bJBrr71WWrduLRERERIVFSUtWrSQwYMHy/PPP1/qTe5++eUXGTVqlP47kJqaKjfeeKPPknglCeZB49VXXxUAMnv2bL/nzJ8/X7p16yYul0vq1KkjY8eO5UZ+NmE9ErhgxnCblVSPiJT+/svMzJR77rlH2rRpI+Hh4RIbGysXXHCBvPLKK8X25m7fvl1uu+026dixo0RHR0tERISkpqZK37595bHHHpO//vor4M/G25YtW2TixImSkpIiYWFhkpKSIhMnTvSb3/Lly+WWW26Rrl27SnJysoSFhUlUVJS0adNGJk2aJN9//32Jr7lw4UIBrFcAVFasWCF9+vTRN3m7+OKL/e6ITIFjHRIcu9siZ86ckfvvv1+GDh0qzZs3l9jYWL0dMmDAAJk+fbrfJfHPnDkjf//73+Xcc8+VhIQE/fOeMGGC/PTTTwG9F9Yh5VuHOES8BmsRERERERHZoMpNBiciIiIiouqPDxpERERERGQ7PmgQEREREZHt+KBBRERERES244MGERERERHZjg8aRERERERkOz5oEBERERGR7UIDPfHc654GAPzy8CsAgMEpnculQERUskXuOZVdhFJhPUJUdVTHeoR1CFHVEUgdwogGERERERHZLuCIhuo96PrgVABAEn4snxIRUY3FeoSIyoJ1CFH1wogGERERERHZLuCIhhoHqXoP6q2oAwA43DPTcJ6/dCIicz2yeXo3AIAzJ8RwnjuyEADQ5rqfK65wRFTlmesQRbU9FLZBiKoGRjSIiIiIiMh2AUc0zFRvAXsRiKi0VCRDRTDM6URExeHoCqKqjRENIiIiIiKyXakjGodu7AkAOHL0iCHdfWN7AED9l1aUoVhEVBs07bAfAHDmzYaG9PCr9ldGcYiomvnjaH0ARW0PRbVN6iKzootERF4Y0SAiIiIiItuVOqLhHKL1FrgX1rVMx0ulLxQR1Q4qkmGOYKh0F3ZWeJmIqPpQbRC97WFKBzZXcImIyBsjGkREREREZLtSRzTqXqJ6CUy9BcVEMra8c672onvCDekFjc8AAFpPXFPa4hBRNRQ7a6X2zSxjuopkbP9PDz2toNEZwzmhe7V6pPk/uDMwUW2lzwf1aXtobRPV7gB86wxVv6i6hW0QIvsxokFERERERLbjgwYREREREdmu1EOnSvViniFTaqiUOZ2IyJv3cCk17MHqGBGRFe96w1xnqJ/NdQsR2YcRDSIiIiIisl25RTT+sXW9/v3kxVcBANpcx0mbRBS4QCZnqrqmqJ75uVzLRETVh9ViEarO+E9LY/rm6d0AsA4hshMjGkREREREZLtyi2io3kUAmDHgTQDAf3B2eb0cEdVSqq5hPUNEgdCjnzBGLliHENmPEQ0iIiIiIrJduUU0vMc4qt6BA5+epSUsSzCe3Oc4ACB5xB/lVRwiqoYO3Naz6AdPPaHz1CNtrtM27GIvJBGZ6e0OwKfO0OsXT91inrNBRGXHiAYREREREdmuQvfR0CMZfnomiYgMvOsKP5FQPFNxxSGiasa73jDXGepntkGIyg0jGkREREREZDuHiEggJw50jinvsiBr7AUAgPCr9hvSz7zZEAAQO2tluZeBqDpY5J5T2UUolYqoR3CBNldj951uAEDM/Fjt3715AIAD12u7ATd5UutnyY8JAwCcauQCACS8zf1+qHaojvVIhdQhJua2iWvgzqCOE9VUgdQhjGgQEREREZHtKnaORglUb4CKYJjTMauiS0RE1Y2KZBRFLLRIhopYNHky33BezHwtXUU8iIi8mdsmLuwM6jhRbcaIBhERERER2a5KRTTUuEaf3gBPJKPeijoAgMM9Mw2H/aUTUe0T+z9tTkZenQIAwJFO2hyM7MZaBCP6YLjnPK36O9xVm6aWU19LT1lccWUloqpHtSmUwz39tE08/LZdiIgRDSIiIiIisl+VimiUREUsfHsbMiu8LERUNUUd1iIZp+tp1Zseydjj9KQ7DOdF7zFGPIiodiupTcE2CFHgGNEgIiIiIiLbVauIRvZl5wMA3Dn7DOk5l7UFAER//FOFl4mIqpbsZK1ai92lrSKV2U5bVSovXpuLUX+1lp7V1JgedspRoeUkoqpJtTUUc9viYE6s4WcnMsu7SETVFiMaRERERERku2oV0YicqkUycl5JsUzHxxVdIiKqalQkQ0UsIJ4DnoCFSlfnnWhtOo+IajW9TaGY2hbmNkg0dpdziYiqL0Y0iIiIiIjIdlUqonHiy1YAgIJ59QzpoSMPAwDiL/wLgEXvASMZRORx6OYcAECTf54EAMTsiQNQtDN43VVHAAC7H9VWm4r/lDuDE1ER54XGNoa5bZL0+o9BHSeqzRjRICIiIiIi21WpiIbqDVARDHM68FcFl4iIqpsm/8wHUBSxiDRFLFS6Oi+3kZauIh4JFVdUIqoGfNomrwd3nKg2Y0SDiIiIiIhs5xCRgNZaGegcU95lqRRHrusBAAgZfsSQXvhZXQBA3ekca0lVzyL3nMouQqlUh3pky9vn6t/XX6RFOeLfW2k4x1xvJFy8xXD86DXa8aQN2VrCyvXlUlaisqiO9Uh1qENU/QD4b0Mc/6I1gKK2hr+6hKgqC6QOYUSDiIiIiIhsxwcNIiIiIiKyXZWaDF4ZVLhShS/N6Zhe0SUiosqkhksBwKGB2kTx+PeM5/jWG8bhDmrI1NFO0drPxpFXRFSDGYZi+2lDmIdM+atLiKo7RjSIiIiIiMh2NSui4XAUfe+Z437g07O0n5eaFq3sexwAkHzxH54EUy8CIxlEtZL3xG8VyThwa0/tGz/1hrmeSX5OmwCatDKgtTaIqAaxmtDtU0c8u0L7WW9rFF+XILB1e4iqHEY0iIiIiIjIdjUrouH9xK+iGyqS4emJ1JkjHERE/qj6w1+9Ya5nnvXURaoeYm8kUe3kry3yrJ/z/dUlRNUUIxpERERERGS7GhXRuGBdvv79kv1tAQDJQzzjIJ+thAIRUbWz9+6e+vfhmVpvYvKI4jfu1MdbP6v9417SBACwbb+2kkyrK9baW0giqhayFzQHEHhbxFyXqHbNynPC7C8cUQVgRIOIiIiIiGxXoyIaKooBABc23AQAWAn2AhBR4FQUAwDO1HEUc6Z/KpLRouGREs4kopqsrG0R1a6JxjbbykRUkRjRICIiIiIi29WoiEb0kKInftV7kLcoFQBw5o2GhnPDr94PAHAN3FlBpSOi6qDudN/5GFkZFwDwX2+Y65lWV3ArcCIqmlthriNiP7KuI3zOG8K6hKo3RjSIiIiIiMh2NSqiYUX1CqieSHO6C4xoEFHxVP3hr97wqWc+qriyEVHVF2gdwbqEahpGNIiIiIiIyHY1PqKhj4M09QqoHsmTC1oCAArm1DccDx1zCAAQN3Rr+RaQiKqUrLEX6N8fvPgMAKDVQG0fDH/1RuJbnnkdnnrG0a0TAOBwlxgAQN3Xit+Hg4hqDlU/AEVtCHNb5NiUHgCK2hr+6hKi6o4RDSIiIiIisl2Nj2iURPUiqF4FczrAiAZRbaKiGADQ4Itwy3N86o23jMdVJKPe2lMAAAER1RbGERLWbQhzJMNfXUJU3TGiQUREREREtnOISECdbQOdY8q7LNVS0g8J+veZw4zH6nyu/Xs07XgFlohqg0XuOZVdhFKprfVISOsWAIDdI5IBAHE7CgEAB3pqO4+3ff2Yfm5OkzgAwJGzXQCAJp8e0NJbJAIAInefBABsukb7OXmFVoXHzPmp/N4A1UjVsR6prXVISeqtqKN/f+xirV4pPG5se4QkJFimq2sP98wst/JRzRRIHcKIBhERERER2a7Wz9EoK+8ohopgWB0jotpr1ygtktF03kEAwKap9QAURSNyG8fp56qIRZPthcZrPzusndskHgDQ8Aft2v1pWu9lq+rXOU1ENlFRDABI/EKrGw73NJ7jL937WiK7MaJBRERERES2Y0SjjLzHOh5Nsz5ny4vnAwDEaZwO43BrvQitb+LYaqKarMlCTz3h0O75pHXav6G5bgBAxJ6T+rmb740GALT5V5bh2s33aStZtXlEO7ewZR1PXuwvIqrpNr/cHQDQ5oZVhp+t2hEqYqHaHuqYvzkY5jkbRHbiXygiIiIiIrIdIxoVQEUyVM+DOZ2IajZHbj4AQCLCAACRR7X5F6frhgAA9o6N1s9tM+2U4Vx1bZtpBQCKIhsJi7Vro44UlmvZiajymdsP6ufi2hFsY1BVwIgGERERERHZjhGNEujrS6edMKb/oK38Esi602pMJRHVTn/eq60q1fbJ0wAA8XTx1PvpKAAgJD9RPzcvWeupDDt62nBtixna8boLtP01Etdo155qXaf8Ck5EVYI+B8MR+NxO1fYw75Ph064JbDs1olJhRIOIiIiIiGzHBw0iIiIiIrIdh06VQIUW1VApczoRUUnUkKlNd0QBANr9NxNA0bCnmL15+rmnGmlDow5dabz2+NnGc/Vrt2h5VcqUcM8wDluGXtiZF1ENFcywbcXcXjG3a4LJiyhYjGgQEREREZHtGNEowZ5/9AAA7NyTZUgP+Ud7AEDjR1dUeJmIqHrZO1Cb7B22S+utz2ugpYdnakvXhqzcqJ975urzPOeGe66N0M7J1Y7XmfM7AMBxQXtPXtpytyFFWVQcO6MPjGQQlWj13iYAgKbIDPga1Y5R7RX18669WUHnRRQsRjSIiIiIiMh2jGiUoLCz9sQf8musZToRUUnO1NF668Mz1TwEzz9O7eeD15ynn9vg9dUAgH03nWe4tvm0NYZzk37PNeRFRDWfc21sySeZuLtkWf5cmryIgsWIBhERERER2Y4RjRKkXr6h2OPbH+2hf1/YJNdwLGS3Nra6+T9/tL9gRFRtRO/V/o3bqc3J2DlEm3+R8KeWnjJvh35u9oCzAQCJG7VzT6Zq1XSuJ12de3hgKgDgeDvtuhZLy6PkRFSV+JsXatUWafW3tQCApmO0dsxf73bR0sestbyWbRUqD4xoEBERERGR7RjRKCPvKIaKYFgdI6LaK25nAYCi6ISKZKhoRNThRvq50b9q4Y/9l6Qaro1er6Vnd25kuFblRUS1V3FtkZLS2Vah8sSIBhERERER2Y4RjTJSYyCL5dnx1u/u4lw/nqhGi/phEwDAdbKFIT0/Wtsp/FRKUVW8e2BTAEDLOTkAgNAN2wAAf/5L2zcj4XetPonZrf1bZ8vp8io2EVUR9VbUAVC0i7f+s6cdYdkWcahV7jwr1/mZgxFQO4aolBjRICIiIiIi2zGiUQFUJEOPYJjTPT0URFQzFXTSIhkqOrH/bx0BAPV+1aIRW8cUjZ1WEQt1rrpWpR/voPVOqojH4c5aVKT+D+VXfiKqXOb2g/q5uHYE2xhUFTCiQUREREREtnOIBDZBYKBzTHmXhTzjKXfM6gQACNkQo6V7/ocKzz4FAGiWsb7Ci0ZVyyL3nMouQqmwHqkAnnpkzz3a2vhnOmlRk8JMFwAg/k8tkN3ged/1+I9fqV0Ts0/bwyNy8yEAgDtOi5q411ejJa7U+HRvnA9nUB3rEdYhFcBz7+y+V6sPCjsZ2x677+tpSPc+RrVLIHUIIxpERERERGQ7ztGoCkwrQ4Ss1yIZKoKh6BEOIiIzUz2iIhnhG7RoRFi2dvhEO21fjgYWWahIxqmUMO3aA9q1zpNaXm7bC10OTJ9DwMeISOO5P1TEQm97eO4fn3SiYjCiQUREREREtmNEoyow9a41ecR37LS3vCHd9O8j795rOJbzX23XYNfCn20qHBFVByHt2wAAdl2SBABoOd66HlGRjJBvU/Q0c72R4El3m/9N7wwA2Had1rNZJdffLy5aoY75i2ww4kG1mKoTCvvtA+B/3oVVumqXmNseKl21VVTeVHswokFERERERLZjRKMa8o5iqJ5I87HChRVaJCKqZCqS0XT+UQBAYQnne9cdgdYbKpLRYno17/E3RzbM6US1kB7ZRPBRB391iEovS95UvTGiQUREREREtmNEowrY/FZXAMCLvd8DADzf+iztgJ/xw95jHM29A4xkENVOeXFafRH1qhbRyOrlOeCn1957LHWg9UbCUm0H822XaXm0Wl7KwtqpLFEJRjCIdKpOuO2vPwAAz7TytEU899jmN88DALSZ8oshHfA/90KlM5JRezGiQUREREREtmNEowpQkYybvrsCANBGfHsLALD3jYj8OrvXFgDA+u9bAwCaO7TIhp0rKx3vpF2TsMFi120iqhGmfvc3AEAbx2otwVNXvNL7XQDAM472hnSi4jCiQUREREREtmNEowp4vlU7AEAb/GI8UIbegr2fdAAAOH6MN2bZ4wQAoNGo30udNxFVPVm9jgAAmkP7NzS1CQDAXUfbvffIeXUAAHE78rTj36z2yWPzdG3N+4S12p+GgmgtcpF3fhYAoNXlK8uj6GXDXlUiW+lzMEz0ORvwf8+Z2x4pTxj389l3V08tB7ZFag1GNIiIiIiIyHZ80CAiIiIiIttx6FQNpcKWKjxpTieimk0NmXJmngIAxO2IAgCcbOYCACRaXKOGTB3vUgAACE/IBQC4footz6ISUQ3hr+2hqHS2RWoPRjSIiIiIiMh2jGhUQZHLGgAAsu9taEiPfmQ/ACCnz8ES8zBPwCKi2qUwWotcyDNuAMD+Y2cAAE0f0/61ms7pdmmTv9v/R6tj5Fimlt421e81VZZ5eXCAE8eJguBO7wzAt+1hTvc+VlLbg5O/ax9GNIiIiIiIyHaMaFRBKpLh3Vvgne5EyRENIqrdnNO0ZW7d99UFADTNKwQA7LpHO97kMt9rGn22BwCwd3hjAECyZxy1c9NOAEBhuZXWRsVtSFiGzQqJahvVBjG3Pczp3seIzBjRICIiIiIi2zGiUQU5l/8KAMjpY0r39BjseKSHnlbQNNdwTuiuCABAs3t/LL8CElGVk33Z+QCAnESt/6huf60OcGAvgKL5FSqS8de7XfRrzfVGg+d3Ga5RkYwDt2mbbZ1O1o60uLsK1jPFRSvUMUY2iHyoOqHV39YCKJp3YY5WWKWrdom57aHSVVtF5U21ByMaRERERERkO0Y0qiHvKIbqibQ6RkS1h4pkRB5zB3S+d90RaL2hIhlRByxWdKpOGNkg8mFuTwTDXx2i0suSN1VvjGgQEREREZHtHCKBdeUMdI4p77KQjZJ+SAAAnLgs3JAe/7G2hv7RtOMVXiayzyL3nMouQqmwHqk4jjDPPhpd2gIADqRpu3unvLEBAODOyvK5Zv+nZwEAGl93VMvDqfVFhc3S/kwEsocPVR/VsR5hHVK1mdseBfsPGI6HNkwGwLZITRFIHcKIBhERERER2Y5zNGoo1Zugeg3M6URUs6lIhmPtJgBAyh/avb/v6k4AgORnfHfwVZGMPdOTAAAtEo4BAPLHVvM5GURUIcxtj6NpxuMqnW2R2oMRDSIiIiIish0jGjWUGhdp7k1Q1DhK8/hIf+lEVM2s0uZiqEl4kp8HwDqSoRQePAQAaDhC+zenhJfY+r5n3f0ntbxV19WpZjEAgLjftAjJibOT9Gti563WTk3Q6hp34/oAgL/u1OaUtLlV253cfVyrg05deh4AIGbHKQBAVgst7/j1Wt6Fm/4qoZRVhL8VrgJd+aqk6wPJg6icldT2sKNtYW6n1Nh2izNE+9ddWPx5VTV/9TLlmjsREREREdVKjGjUUurJv96KOob0wz1rWI8AEZUbFcn4664wAEDyXG3ctYo+nDinLgAgft2RootUJMMTsfjruUZaXk/kGdJVxEPlpaIkKpKh8o6pLhEN894d5vTyvp6ohjC3X/y1W4qOZ1ZAqcqB3ZEGcwSjLPmrvAI5tfSvQkREREREZI0RjVpqy0xt3PP271yG9IKZWq9im+t+AwA4QiyeWt3azsPuXO5CTlSb/XWFtjdHzEqtz8odptUNIUe1PTrqeP49fn6Kfk2drw4DAByRkZ5rozx5ade2fkhLh2dOicrL3Vp7rczOWiQj4ad9AIACW99ROTJHIszpnKNB5MMZpdUPUljU+775tQ4AgO3fefbqeFtbyar1pDWGa1d9p+0L1DJqnZZQ3dougdYNgRK3ffmb8yoGIxpERERERGQ7RjRqqdADWiSjIDnPMl1FMrx7ERTLKAcR1TpR+7S+qtMNtR6xht+dBABkdtciGG5PVZH4/W79GlH1R6HbcK3KS+c5T+UV/6eWt/PICQDAsV5NAABxO3bZ82aqOn+9joxiUA2m2iDe7Y7Q/Z5IRsMzhp/N1HGrPKjiMKJBRERERES2Y0Sjlmr57/XaN+aIhVN79tz2z3MAAAXNfMcyhu6IAAA0u+/H8isgEVV5cTsLPf9qPzvO5AMADgzXehLbPpqtHQjx6tNKiAcASLw29rr+auNYX2nTVMvrxGlDXvGP5HteRBtXnLBO27W8fFeAt1FZIw/+5njY+RpEVcyWN9sDKGp3ABbtF0+7xTxroO11GwEAm015VJu2i7/7uawr15l/tqpbSsoziLqGEQ0iIiIiIrIdIxq1leoJMI9Z9KSrSIZ3L4JiFeUgotonNEfrQ8yur/0p+fMebWWoto9r0Qgc0va8cCfX06+RMK3OcZ7U9h0/ExsHAIg+VGBId8dqEY82j+cY835Cu95x4LDdb4eIqhjVBjG0O8ztF4u5pN7HLfOgCsOIBhERERER2Y4PGkREREREZDsOnaqlStqwpu1N2wAAknvG55gjQltKbv9NPbWEgceMJyxKBADUf3FFGUtJRFVZ9MZDAIDIPdowpzrbtCEK2c214VBZ/9bOS7klW7+m8IB2jXgmINZdrS2p7czyDJnaf1A70TPZMHuItjBFy7fyPedpee17UxuOVf/So3a+parDvJlWMBO97d7oi6iCHLxZa1c4B2r3dYvL1wIoancAQKGf9ou6tsELWtvDna3VFS2mGfM48FlbAEC94ZtsLXuFsfu+Lud6ghENIiIiIiKyHSMaZElFMrx7EczH9EiGJ4KhU+kvllfpiKgqyE9JAACE7dQmZuc11SZsx/yp1QGxN2iTwg+/Fq1fkzhC6z1zRGp1i+NYlpZXqhahCD16HAAgObmGvLLbaPXMiZe1qEnKtdoGfgX2vqWqw7z0ZCC9joxkUDWnIhnuRUkAAEfEAQDWoyv8XYsXjOmqHaPyUHlTxWBEg4iIiIiIbMeIBllyLNB6D3P/k+JzLOIf+wAADQb+BQBwxsYajrtf1Xoo2adGVLM5T2vzJvaOTAUAnOicBwBo+6InEhoXCQCod9NJ/Zr87trmWc4/dxmuTV5+QjshTPuz5O6knQfPa+waoS2l2/4m7TUKUzy9knv32feGqiJzdKK4zboYyaBqrv6orQAAZ6w2lyu3e2sARe0OAEA/63teXWu+C8x5pIz6A0A12uzTH7simN51SjnUIYxoEBERERGR7RjRIEsqkmHoRTAfi/WsEpOVZTiuIhyFx4+XZxGJqJId7q6tLqWiEfVXa39SttyhrSTV7t4jAIzjq0P/1OqLgjZNDNeqvJIiQj3naRGPTc9pEY/WL2uRDTmt1Tshh7QIR42do2Hmr/eynHsjiSqSaj+odoVqg3iPrgiDdUTDX9vDnIcr61f7ClwZ7J6L5Z1POczzYkSDiIiIiIhs5xAJ7LFloHNMeZeFapjY7+sCALJvrGtIj35J6+XM6nWkwstUUyxyz6nsIpQK65GaJSRBW3XKfUpbr94Z7+mNTE3Wft6xHwDgiIzUrylI0eZ/uf+TqeUxRNs3wxmjrUyV/3GM9vM/6mjXFmqRC+dObfUZR4S26pTkaJGNwqOmfXyqmqq0EpSpLNWxHmEdUrPEL9fmWmXdoK06517/Z5nzdJ7dLqC81GufSK+he/FUgEDqEEY0iIiIiIjIdpyjQeVGRTJUBMOcDjCiQVSd6ZEMTzRCj2So6IMnkqGiD0BRJENFLJwxp4x5/aOx4bywjNPGvC2iJFVSVYpkKOa9OYgqmYpkxL6s7cVzIr3seQaal3ptgBGN8sSIBhERERER2Y4RDSo1xzeNAAA5TzcypEfevhcA4O6vjY/M6mW+kpEMoprA3fUsAIBzmxZlyEvSogzOWG2lqPA/tbrg8NtF87SSBm8DADgiM7WEqEhDXiG/eY4P1qIgeelna8ddWr9Y1sNaXvWvPmHzu7GZXZGM8tgZvCpFWahWU/MoVPTB3K6I+HxVwHmpa0+k7y32vNxh3YPOu0orz+ipDXkzokFERERERLZjRINKTfU4qAiGOT0CxfcqEFH1FuqJZBS0aAgAcOZpK0Sp6MOhN+IBGKMP7nBt13C1t0ZhxxaGvNye+RwOz3kqL5W3ykvlnTjsoL1vqqooTU+ieQ4GIxdUzZjbFfJ58NeW1PYoTd5VWnnc9zbmxYgGERERERHZjhENKjU1vtHcK6B6Ew5/1hYA4F6UZDjuHKit8FBv+KZyLiERlaszWlQiZK12L4e0bQ4AcGZqK0m5RmhRCjQpmse1Z2JLAEBuZ201qVZTPGvdR2gRjK3vdNR+/DUKAND0o90AAHcdbX8NRGr7aCSN0OZyVPk++9L2DJalJ9HftYx0UBVjbic0eGEFgNJFG1Sb5ODNPQ15mUl/YxulxrRF7LyvuTM4ERERERFVZYxoULlRPRQqgmFOJ6LqTc2zcHiiEQ5PJENFH0KcWiSjcHfRmOncztpu4ipioa5Veal0FfFwf+XZKdyTd+FeLUoS4omSFGzfae+bsltVih5wHw2qYnzaCS+UPc9A82JbpGIwokFERERERLZziATW3TLQOaa8y0K1zLEpPQAAP097BQAwuFEXAIDTs9qMN3devuebwoopXBW3yD2nsotQKqxHKkAtG4d//EqtHvny308CACY01Rbkt6xHPHNKzJ9NaGMtOnKyu7YredS8VZbn+eX5zB2hYXqS5OcFdm0lqo71COsQqgzOCG1umKpDvtq7FgAwOKUzgKL2TN0PtHR3bm5wL1BN6+1A6hBGNIiIiIiIyHaco0GVRkUyut03FQBQN9zTE6B6Hb2o3kl3LiMaRJaqaY9YWalIxkX33wkASAqoHjH2NqpIRtyqPQCAgiDXpVeRDCnID7b4RFQNqPpE1SGq3ZKIHwF4jcyY0aVU+furm2oCRjSIiIiIiMh2jGhQpRnc+DwAQN3o3wAAZ9I7AACi7tvnc+7paSkAgLDFqyuodETVTC3dO2FCam8AQJKpHom4d79+jlu0zyDvkWQAQOgSYz0S9clPAIACZwgAIKRtKwCA7NHykIICLb2utkpNwV5jHVUd5mMQUemFfavVHaotUneOVt+4PcdVeybs2/oAgPy++xEMVW/VxDYOIxpERERERGQ7RjSo0jijtfXy3dnaevkqkqF6DLypY/mLK6hwRNVdDY9kKOZ6REUych9pqJ/j8HwEYfceAADIEnMmWiRDrWqnIhmOxloezlNa3oVHjoKIah/VLtHbIv1PG46rekgffYHgIho1uY3DiAYREREREdmODxpERERERGQ7Dp2iSuPOyjL8LFO05d3qv7vd59ysv8Vp35iGOOj8pRPVVkEu0VpdmesRx1UuAEDdd3YUneOZDJ4zKQZA0aRvvb5Q/6qN95pqwx/cf+0EAEihdjw0RZsQWrBnr43vgIiqFIv2RN2HdgAAsifG+hwDiuqh+g9r7ZfjgQ6B8ryWav/URIxoEBERERGR7RjRoCoj9t2TALyiFxbHjqd5ehFUj4PCSAaRUQ2PZPgT/Y7Ws6j3PHqJfPsUACCrl6keEc8ilZ7PSkUynK1SAQCOLG3iZ8G+A+VSZiKqQty+7QxVnxS1RawvLWq/HCv+NUxRE1VvnUgPvrhVHSMaRERERERkO0Y0qMo4nubpAXCesDimPfXHL9c2zDp1bZLheMxr2rKTJ9K5/CQRgFoTyXBGRwMACs5tAwA4kb7WcyDT51wVyYj9vi4A4PR1idoBFcl4SYtcSH9tDkbhH1ssXzO0cSPt+IGDhvSQhsn69wW79wT1PoioarBqZxT8uRWA16gKPwp27A7oNULatQRQO9oujGgQEREREZHtGNGgqqO4laM8x1QPg+oFUIp6HmpurwAR+VKRjNA1mwEA7gDqERXJiJquRVFP5Wsrvjhv1DbdKmnGl4pkhCQ30BI882EK93MOB1F1Z9XOOJFumrfhb15ogPNFVd5620VFYGvgfFNGNIiIiIiIyHaMaFDVUdyTvOeY6gXIur6e4XDsa4cBeK3YoFbcUWrJeHWi2kZFMlRkw/n9Wv8ne+oRFcnInqrN1XC6tVWnCl/U5mhggJ8Vuzz1iopkcI4GUQ1gWqHPup3hiW6UNeLgeS2Vd1HbpeZFMhRGNIiIiIiIyHaMaFC1ovcCvHrYMh0Oz8pVfnoiGdkgqll85mgEcI2KZES/cgQAkJUXAQAIudkzR8O8q7riSeccDaIaxHS/W7Uzyry/hakNovIuiprU3PmljGgQEREREZHtGNGgasX9+yYAwIl0c8TCs3rMmPMBAK5r9hsO573eEAAQM3tlOZeQiCqSmpOhIhnOKC0q4Uyoo58j0ZHaN4e0CEahpx7J6mWsRwo9vY45XzXXfn6zgeF42NVaxCJ80A4AQMGevWV/A0RUqfIWpWr/qnbCnJ8AWLQzysDcNjmRvlM74ChhB/EagBENIiIiIiKyHSMaVL2UMHZa9RaonglFj3DMLtfSEVElc8bHAQDcxzP1NEd2tvZNfW1uBjJPeA74mYPhiWSEXKXNxXA6tPT8N7RVpcKxw+ZSE1FlUe2FonaCRTujjPM7zW0Tl2OXLflWB4xoEBERERGR7RjRoOrJTy9AeEiBdji70DpdJajdPZUauBsnUa3k9PSfuYvWn5JC7XuH+Vw/9UjYKa0+CAvV6g2nqjlOmeoJ1iNE1V6Yp73g004oS7TBtIO4T9vEX97edUoNqU8Y0SAiIiIiItsxokE1Su5TKQCAiDv2WaaHOz3r3Jt7CmpgLwJRbeQ+qq3i4kxK1NPUqlOy/1BAeYTdodUT+U8lG9LD7/CM4V5o7K3UsR4hqnZUe0FvJyCI1eScfuoC9bPnuLltIl/4ya8G1huMaBARERERke0Y0aAaJXzBGgCAfGncHzjcofVQ7nxQW8u6oPVpw/HQLVH696kPrijPIhKRnUwrR7lzc7V/9+6zOhsAEJKQoH3jCvNkoeUhZ/K09AF7AADhDlMeC7R6ZedDPQAABa1yDIdD/4rUv2c9QlQ9yIXafa7aCcFQbQrz/b71g84AitoWqQ9re3OY2yZm6joAaDn+16DLUxUxokFERERERLZjRINqFvH0FjiclukqkuEdwfBOJ6JawBPJQF4+gKJVZhzhLs83nvpDTL2PnnQVyfCOYHinE1E14u9+D4C/toNqY+jHzW0TsZ6LYW6b1ASMaBARERERke0Y0aCaRa1N7ae3oOlb2goQUfdtN6SfnpZSrsUionKiegiDWK3F7dkZPKRukicPbY6G+8jR4vPy1CtNZ2ivGXHvDsPh3EcaBlwGIqoiyrDSk2pTmLXqo7Ux9LZFCW0T83UAkF/qUlUtjGgQEREREZHtGNGgWiXqPm11CXMEQ6UDQP7iCi0SEZWFab36QHonVSSj0BPBUKtOOT3p7j3Fr6Mfca+2n4Y5gqHSAaCQ9QhRjafaDuZ2g2pj+Dvuj3fbJAz7izmz+mBEg4iIiIiIbMcHDSIiIiIish2HTlGtkt9XC0WaQ5JWYc2kHxIMPx9NO659ozYIU5O7FNPGYX6Pm9OJqis7f6fLmlcQEzoLTJv5qVcsaciUUthPuz4Mxnwsh0t53tfOjzoCAGIXxBgOZw09BQBIvXyDIT2kTrz2Taj2Z/r0+S0AAJHf/enJVsv3dK+2+jVRP23Tviko0MrjmfRuLgvrIKrOHJ57Qjy/5+afK5JqU5iFLV6tHQ9yCKW6DgDCljYs9jXKqrzzVxjRICIiIiIi2zGiQWRSb0UdAMDhnsf9pGdqCYFGMPwdJ6ru1O90EBOxfZTl2qrMFD2IXahFMk5ddMpwmjnCofP00qroRNT3mwAA2X3OMpwW7YlwAACcDuO1Zur/y1w3EVUjgUYyKjPSYQe7Iw3hy5IBAGf6HChz/iqvQDCiQUREREREtmNEg8hkzYL2AICCWcaex12eHsmmWKElOEzP6eaNeBjBoJpO77V3lz4PdW1Nmz9gih4cSde234peHWs47Uh6HgAg8S3T9Xme7brCwwEA+e0bAwAi92YbTsvv0lL/PmzjHu2lc3Oty1TTPmOqnTxRUCksfmlr/Xg19de7XQAArf621niglPfx1oXaPK/GOOA//wDzVnmhV8mvy4gGERERERHZjhENIpOCDlokI/T3GMt0IqISmXoGoze5AADZbfMMp6l0H55IBs6cAQCEnNKuK4wOM5ym0oGiSIYjIkJLyMoy5sk5GlQT6FFQp/FnM/149YxsRGyMtD5gvo8DjGzkts+xzt+7PihlXsVhRIOIiIiIiGzHiAaRSfOx6wEUrVihqJUrts86GwAQ+psp4tHxlOF6ohrPX+9XMD1tJZ1T3ecVeMrfcKXWA+j4ztj7Ki7r3lbxRCOkUDt/y61a5CNmtbGX89R5RT2Lrado0Q/k5xdbFqJqw+p3VtUFJUUq1JyNaroCZOPHfrRM3/q+Nrci/HetLmj86IqA8ms18VfL/Pf8o4eedqaDVp+0nGCaF+Ivrwklvy4jGkREREREZDtGNIj8ELd1r4eKZKgIhjmdqNYpS49hSRGLUo5Hrmoc+VpkQkIclulm4nmfjhCtPzDmF6338lQ349jomJ+LIhzqXKmmnxERlUxFMlT0oay881F524kRDSIiIiIish0jGkRmqufUvFOxJz30tPZjaIRpHPTpci4XEVVbDk+E1O0KMaQ7c/3sWqwiqp4ISGiO9nNIqLFeUumW1xJR9eUnMqnaIG5XkDuem/Pz/BzmlU9ooO2YIKKmjGgQEREREZHtGNEgMvO31rxK731c+/e7BONxlf50+RWNqErxN2+iNKtO2ZFXFVYYof25DTFFMPR00/nm+RZZ/bUdwWO/iTacp9IBoN7bxnkd4mfxKSKqvvLStBXpXD/E2pKfdz4qbzxrS9YAGNEgIiIiIqJywIgGkVkJPasNR/xhPE95Wjv/0E09tcODjhoOy9dJAID6Lwa25jVRlVfSSlGVlVdVYCp32M+bAACOyAhDujNH281bwjw7hHt2Od7+TmsAQOgarbex5VXrtOvDjH+2679fFCHZfet5AIDCrlqvZOo4VVepCIdxV3KiKs+O+7+61iF+NB2zQfvG0wY5dKPW5nAP1EZVJKs2SoCSn/Par+NZ7bM68OlZAADnIm3kRv2XSt9uYUSDiIiIiIhsx4gGkVlp1/P3pKtIhopg6IdVhONFW0pJRNWIIyIcACCeCIZP+hnPrt6e6IOKZBScm1X89V4REhXJCPkl1pCXipIQUQ1gaoOoSIaKPgTNuy3jyVvlpfLGS6XLGmBEg4iIiIiIygEjGkT++Ft1qoSIR6vEIwCAU0uMvYgxY48BAE7YV0Iiqi7M9Yk5PURbd0rytHkUuXW1+qMwM8Jwnjv3jOHykKiinXxzPeeG1PPsQl6gLTvlcHnmfxQEue4+UUUryypzNWSFuhKZ3l9LT5sj9xvt/i70uSD4vBt+cxgAEJGRCQDI9nd+ABjRICIiIiIi2zGiQWRWxvX8T12TCACIef2YZTpwFERUu6i5FeZVp1S6imSo6ENhnNYvGXJSi3QUHsvUfk6sY7hepQNAyAnPufGFhrxU3kRVXklzIQO5tiQ1LPKRe10dAEDE9EwAQHbvsuep8lJ5A4dLnRcjGkREREREZDtGNIjMyrief+GffwEATqSbIyJahCM0uQEAIH6uby/jidFaD2TBgYMBvRYRVU37/k9b214u0GZlNRr1u3Ygu/jRzmr1qTbX/WI84FlBqvCIKSLqLNpTvOVdPxnzMtVZe+Z20LJaFV9C6YkqWXlGG2pIJENRbY7s3tr7SvhBGz2RNToMQOnaE9m9PREMhzb/Q7VbYudq876Opx2zvM4KIxpERERERGQ7RjSI7GYeY2pKV5EMFb3wpo4dTSu/4hFR+VORDMfKUkYPzL2u4pl3EWr8sy1BrCSlIhnSnWvfEdUYpjaHimQURR9KkadpHovKS+UdDEY0iIiIiIjIdnzQICIiIiIi23HoFFF58TPh7MQVcQCA2LlZfo8Bx8urVERUAdSQKff5Ng1T8kz69hkq5TUZHO7it+pSQ6b0yeAj7SkaEVUB5mFOV8R6DgQ+cducl6LyUu2WYIZjMaJBRERERES2Y0SDqILFvqf1CBT1NvgeK9XkLSKqMlQkw/mTTUvJqmiFdwTDOz0AnAxOVPPp0Qcb2xO+7RYub0tERERERJWIEQ2iCla00Y1vj4DqeQhtngqgqBdBsYqCEFHV03j070GdH7a0IQDg9LQUAIBr6TrDcX1uRjERDPPSt2cu7AwAiLxnHwCgUb8VxgvcQRWRiCqBvgGf5+9/wfadxZ6vjqv2hLpetT1U+6KkfLwV124pCSMaRERERERkO0Y0iKogf/M4zBEOIqoZVCQj6j4t+lCwtOx5qkhGzmOeKAn2lT1TIqpQZZ1zYZ5XUdFzQRnRICIiIiIi2zGiQVQF/bKyDQCg8J/G8dghK7Vx3OhR0SUiovKU1dQFAMjJiQIAxLm1dewdISF+r/Hh0PoOpVCrN06ciQAA5DcMAwC4bCkpEVWkjf+sD6Do739LrCzV9W2u0eZkqPZFsPmUFiMaRERERERkO0Y0iKqgwjitRzLkZIhlOhHVLKFjDgEACuZovY+OkN0AiqITgVDnqihI/qwGAICwsQe1E2baUVIiqkiqHVDav/+V3Y5gRIOIiIiIiGznEBGp7EIQEREREVHNwogGERERERHZjg8aRERERERkOz5oEBERERGR7figQUREREREtuODBhERERER2Y4PGkREREREZDs+aBARERERke34oEFERERERLbjgwYREREREdnu/wF+FY7I2nlAygAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "energy_loss_as = 1-np.linalg.norm(A_as*mask_degenerate)/np.linalg.norm(A_as)\n", "energy_loss_eig = 1-np.linalg.norm(A_eig*mask_degenerate)/np.linalg.norm(A_eig)\n", "energy_loss_wkb = 1-np.linalg.norm(A_wkb*mask_degenerate)/np.linalg.norm(A_wkb)\n", "\n", "plt.figure(figsize = (10,4))\n", "plt.subplot(131)\n", "plt.imshow(np.abs(A_as), interpolation = 'None')\n", "plt.axis('off')\n", "plt.title(f'radial solver\\n loss = {100*energy_loss_as:.2e}%')\n", "plt.subplot(132)\n", "plt.imshow(np.abs(A_eig), interpolation = 'None')\n", "plt.axis('off')\n", "plt.title(f'2D eigenvalue solver\\n loss = {100*energy_loss_eig:.2e}%')\n", "plt.subplot(133)\n", "plt.imshow(np.abs(A_wkb), interpolation = 'None')\n", "plt.axis('off')\n", "plt.title(f'WKB\\n loss = {100*energy_loss_wkb:.2e}%')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 7.2 Conversion efficiency per mode" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For each input mode found using the different technique, \n", "compute the energy that couples to the corresponding group of degenerate modes\n", "found using Comsol." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Proj_as = np.sqrt(np.sum( np.abs(A_as*mask_degenerate)**2, axis = 1))\n", "Proj_eig = np.sqrt(np.sum( np.abs(A_eig*mask_degenerate)**2, axis = 1))\n", "Proj_wkb = np.sqrt(np.sum( np.abs(A_wkb*mask_degenerate)**2, axis = 1))\n", "\n", "plt.figure()\n", "plt.plot(100*Proj_as, label = 'Radial solver')\n", "plt.plot(100*Proj_eig, label = '2D eigenvalue solver')\n", "plt.plot(100*Proj_wkb, label = 'WKB')\n", "plt.ylabel('Conversion efficiency')\n", "plt.xlabel('Modes')\n", "plt.legend()\n", "yticks = np.linspace(95,100,6)\n", "# plt.yticks(yticks, [f'{y:g}%' for y in yticks])\n", "plt.title('Conversion efficiency onto the mode\\n basis computed with Comsol')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 7.3 Global conversion losses" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We compute the singular value decomposition of the conversion matrix between the modes found using Comsol\n", "and using the pyMMF solvers $M_\\text{cs}^\\dagger . M_\\text{pyMMF}$. \n", "Ideally, if two bases represent the same subspace, the conversion matrix has to be unitary, \n", "i.e. all its singular values are equal to one." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Singular values of conversion matrices')" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_,s_as,_ = np.linalg.svd(A_as)\n", "_,s_eig,_ = np.linalg.svd(A_eig)\n", "_,s_wkb,_ = np.linalg.svd(A_wkb)\n", "plt.figure(figsize = (10,6))\n", "plt.plot(np.sort(np.abs(s_as)), label = 'axisymmetric solver')\n", "plt.plot(np.sort(np.abs(s_eig)), label = '2D eigenvalue solver')\n", "plt.plot(np.sort(np.abs(s_wkb)), label = 'WKB')\n", "plt.ylim([0.9, 1.1])\n", "plt.legend()\n", "plt.title('Singular values of conversion matrices')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.4" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }