From ba6f42049fb49f79fded21cc80a54900d97bf9e4 Mon Sep 17 00:00:00 2001 From: yvonnefroelich Date: Sat, 4 Jan 2025 09:34:25 +0100 Subject: [PATCH 01/35] Add draft of JN for numpy - array, datatime --- numpy_datetime.ipynb | 75 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 75 insertions(+) create mode 100755 numpy_datetime.ipynb diff --git a/numpy_datetime.ipynb b/numpy_datetime.ipynb new file mode 100755 index 0000000..4452313 --- /dev/null +++ b/numpy_datetime.ipynb @@ -0,0 +1,75 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "32fadb57-786d-4979-9e6a-d8a7225063f2", + "metadata": {}, + "outputs": [], + "source": [ + "import pygmt\n", + "import datetime\n", + "import numpy as np\n", + "\n", + "\n", + "# Data retrieved from https://star-history.com/#GenericMappingTools/pygmt&Date 2024/12/01\n", + "dates_pygmt = np.array(\n", + " [\"2017-03-30\", \"2017-08-05\", \"2018-05-24\", \"2019-01-11\", \"2019-12-10\", \"2020-05-18\",\n", + " \"2020-12-29\", \"2021-06-22\", \"2021-12-01\", \"2022-03-06\", \"2022-07-26\", \"2023-02-16\",\n", + " \"2023-09-11\", \"2023-11-11\", \"2024-05-11\", \"2024-12-01\"], dtype=np.datetime64\n", + ")\n", + "stars_pygmt = np.array([\n", + " 0, 30, 90, 150, 210, 240, 300, 360, 420, 450, 510, 570, 630, 660, 720, 769]\n", + ")\n", + "\n", + "# Data retrieved from https://star-history.com/#GenericMappingTools/gmt&Date 2024/12/01\n", + "dates_gmt = np.array(\n", + " [\"2018-08-13\", \"2019-01-04\", \"2019-03-01\", \"2019-07-27\", \"2019-11-29\", \"2020-03-13\",\n", + " \"2020-07-08\", \"2020-09-26\", \"2021-03-15\", \"2021-09-13\", \"2022-02-16\", \"2022-08-23\",\n", + " \"2023-04-13\", \"2023-11-17\", \"2024-05-29\", \"2024-12-01\"], dtype=np.datetime64\n", + ")\n", + "stars_gmt = np.array([\n", + " 0, 60, 120, 180, 240, 300, 360, 390, 450, 510, 570, 630, 690, 750, 810, 864]\n", + ")\n", + "\n", + "\n", + "fig = pygmt.Figure()\n", + "fig.basemap(\n", + " projection=\"X12c/6c\",\n", + " region=[datetime.date(2017, 1, 1), datetime.date(2025, 6, 30), 0, 900],\n", + " frame=[\"x+lyear\", \"y+lGitHub stars\"],\n", + ")\n", + "\n", + "fig.plot(x=dates_gmt, y=stars_gmt, pen=\"238/86/52\", no_clip=True)\n", + "fig.plot(x=dates_gmt, y=stars_gmt, style=\"c0.23c\", fill=\"238/86/52\", no_clip=True, label=\"GMT\")\n", + "\n", + "fig.plot(x=dates_pygmt, y=stars_pygmt, pen=\"63/124/173\", no_clip=True)\n", + "fig.plot(x=dates_pygmt, y=stars_pygmt, style=\"c0.23c\", fill=\"63/124/173\", no_clip=True, label=\"PyGMT\")\n", + "\n", + "fig.legend(position=\"jBR\")\n", + "fig.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From c0b903b238f2d6f343ed7be1e012249cce4c070f Mon Sep 17 00:00:00 2001 From: yvonnefroelich Date: Sat, 4 Jan 2025 09:35:41 +0100 Subject: [PATCH 02/35] Include output figure --- numpy_datetime.ipynb | 19 +++++++++++++++++-- 1 file changed, 17 insertions(+), 2 deletions(-) diff --git a/numpy_datetime.ipynb b/numpy_datetime.ipynb index 4452313..084161f 100755 --- a/numpy_datetime.ipynb +++ b/numpy_datetime.ipynb @@ -2,10 +2,25 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "32fadb57-786d-4979-9e6a-d8a7225063f2", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "metadata": { + "image/png": { + "width": 500 + } + }, + "output_type": "display_data" + } + ], "source": [ "import pygmt\n", "import datetime\n", From 248a5bd4fa489bd2762014333f43ce703836f497 Mon Sep 17 00:00:00 2001 From: yvonnefroelich Date: Sat, 4 Jan 2025 09:36:47 +0100 Subject: [PATCH 03/35] Reduce resolution of output image in JN --- numpy_datetime.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/numpy_datetime.ipynb b/numpy_datetime.ipynb index 084161f..68af268 100755 --- a/numpy_datetime.ipynb +++ b/numpy_datetime.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "32fadb57-786d-4979-9e6a-d8a7225063f2", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAxkAAAGiCAIAAAAEE5w3AAAACXBIWXMAABcSAAAXEgFnn9JSAAAAHXRFWHRTb2Z0d2FyZQBHUEwgR2hvc3RzY3JpcHQgOS4yMcb0+xQAACAASURBVHic7d1PbCTped/xt3ZFytLMajGSJcFpBjnEK0jLdg4BZqepACEHZA6RjRhZVBXHugTOJXCSw4ydABzAC3K8TmYAB+AcDBg5+eSArGqsL4p9IbEkAm03d3Oym3KgMQIYZsfZ1WrHWnOsCanZzuHRvK6tP29XdVd3/ft+DgJZVd0soYezv3nfp57HGo1GCgAAABP5TNE3MD+O4yilvvOd7zx9+rToewEAAHXQarWs5qxLWZZV9C0AAIBaabVaLxR9D/MzGo1Go1Gr1Sr6RgAAQH00aI9PrKysdLtdpZRt277vF307AACgevRm18rKSoPWpQAAAHJHlgIAAJgcWQoAAGByZCkAAIDJkaUAAEDZXfQOzne3LnoHRd9IjMY9xwcAAKriondw0T+47B/Kt5f9wycP7y501hc7G4srG8Xem0aWAgAAZXTRO3jy8G70+GX/UNJVSeIUe3wAAKB0koKU9uTh3ZJs+ZGlAABA6Vz0x+ckc9iaG7IUAAAoHV0jZVaGpSmyFAAAKJfz3a2UV6ZZvpo1shQAAMDkyFIAAACTI0sBAIByuXrnQdG3kAFZCgAAlEv6eqkypC6yFAAAKIvz3a3Hm9eVUp/91rfHXrzQWZ/9HY1H33MAAFC8892ty/7hQmf9yu370tD8k4/eN3RGWOisl2FRSpGlAABAsaIpSly98yCp+3l5gpQiSwEAgKIkpShtcWVjcWUjVD5VnhQlyFIAAGDexqaooLKFpxCyFAAAmJ9MKaoSyFIAAGAe6peiBFkKAADMVl1TlCBLAQCAWal3ihJkKQAAkL8mpChBlgIAAHlqTooSZCkAAJDoondw0T8I9h9f6KwvdjZiQ1LTUpQgSwEAgHixbccv+4eX/cOL/kGw7VMzU5RgtjEAAIiRNL9FXPYPpR25nkZ85fb9q3ceNC1IKdalAABALEOQEpf9w8eb15u5FhVU5LqU7/uO41jP+b6fdNZxnExnAQDANEIj8JK8+Eq7mWtRQYWtS/m+77qubdu2bcsR+VanItd1lVLBs57nOY6T5iwAAJiDZ48GRd9C8QrLUp7nKaWC60mWZXW7XflaUlEwHlmWpb81nwUAAFMKPrgHs8L2+HRs0vQikz4bzEa2beuXmM8CAADMTWFZSpJTcF2q2+0G41Tw66SXAwCAWVjorBd9C5VRWJbyfd+2bdd1HceRKnL1vArKwLyLxx4fAAC5+OSH76e5jMilytATQe/N2badexiSiAYAAFKSRucpi8oXO41+gk8UlqUcx+l2u7pgXB7ry727QXQrsNfrDYfDHH8EAAC1oduXX9t/z9yrU8kwmWZ3QxDFZCnf96U6Si9EOY4j9ePmOGXeBIyejb6VZLiJ7hoAgNqKDoGR/02KUwud9eAMmSYrJktJQ4QQ3/fHbslRLwUAQL4Mo/QWVzYWVzakb6fukkCKCilsXSoamyQJ6SacodWj4FN+5rMAACCNlAOJSU5mRfZEkB09+Ta06yeJKrgDqAJbeOazAADA7KJ3IKtNjR1InKMiZ8hI6ZJeoJIWCfK14zie57muGzwbDE+GswAAIIk8pifLUZVYcDoanL09GB6f/vS5sdXlllLq3q0bhd7UpxTZE0EKw/WqUigMOY4zGo30U36h15rPAgCAkGCKurb/XtG3k8r23olOUUK+3d47udlurbWXCrqvTym+v5Q5CU1zFgAAqGqmKBUXpLTj0+Hx6fCoHFmqsHopAAAwB+e7W9LX4Nr+e5XY1BOGIBW8Zj43Y0aWAgCgns53tx5vXlfPC8yLvp1sxgYpueZocDaHmzErfo8PAADkK2Wzg9JKn5DeHgwLr5oiSwEAUB9VT1Hi7UGVpr2RpQAAKDVpBKWUWuxsGOKRFJgrpSqdoqqILAUAQBnph+/0kcv+4ZOHd6N9oSrXMmqsm+1WmnqpkiBLAQBQOhe9g6Shwpf9w/PdLclMFW12YCbNOVNefLPdmunNpEGWAgCgdJKClLjsH378m7/6wpe+WrMUJT0Ojk+Hq8utV5eufe/ssfn61eVStOskSwEAUC66QMrg2aPBC1/6ap1SlEQopdTRm68HDxpeVYZFKUWWAgCgbII1UvWmZ+2tLrd2Nl8LLTLdu3XDEKei1xeFLAUAAOZNh6TV5ZZeiIq6d+sGs40BAAB+yrwQFWutvVSS9ackZCkAADBzwbpyw0JUFZGlAADArAQXolSgrrxOyFIAAJSF7l2exmKn1M3NgwtR5akTnwWyFAAAxQt23bxy+765v5RSaqGzXtpBMbENDmqMLAUAQJGSepcb4tQcZsWEmo/fbI/vijlBXXk9kKUAACiGYQKMrDmF5vGJWQepUA8CcXw6XB0MkxJVygYHdUWWAgBg3tLM0Vtc2Vhc2QhVUM1hOWpn/93YU8enw+PT4Y5SOk41diEqhCwFAMD8nO9uyVJTyjl6kqhmf18/lRSkghcctZeaU1eeBlkKAIB5kBQlpeXlLBuXhDTW2htvNaeuPA2yFAAAs1X+FJXJq0vXSjXCpXBkKQAAZqVaKSppinDI984ez/pOqoUsBQBAzkLNosqfojANshQAALkhRTUQWQoAgBykaXNQcqvLrTTbfFJ4Do0sBQDAVGqQosQPfvTjNJfdbJOlPoUsBQDAhGqTovQEvdWXxyxNrS6PHybTNGQpAACUUup8d0sppRtpKmOTcX1x1VOUNDoPttzUA2GiVpdbdEOIIksBAJruoncQGiQsierx5vVo/bhuc6CUqnqKkgkwocbl927diI1TBKkkDcpSjuMopXq9XtE3AgAokWiQCpJTEqeq1SzKIDhHL7Z3uc5MR4MzFRjAh1jWaDQq+h7mxLKs4Le2bfu+X9TNAABK4vHm9bHXLHTWJUUtduY6HW8WdGkUi0zT0KHCtu0GrUtJanQcp9vtFn0vAIBSkLKnsX7y/T+t+lqUCqQophHnq0FZCgCAEKmLGmv00QeVDlKyqaeUIkXNAlkKAIDaCpZGsak3I2QpAADqSW/qxRaYIy9kKQAA6obSqHkiSwEAmsv64ldGH30w9jLpJlUJlEbNH1kKANA4evbLi6+0n6XIUoudChSeUxpVFLIUAKBBohP0pAOn4SULnfXyP8RHaVSByFIAgEbQmSk0Qe/qnQeGOLXQWTdM5Zup0CCX1eWWCnQkD11GaVSByFIAgJobO/vl6p0Her1KHyywy7nMGw4dlFy1vXcSHPASGkuMQpClAAD1FNzOG9u1fHGlLMNhYoOUdnw63N47udluxY4lRiHIUgCAuokWRVWIPIVncHxqGkuM+SNLAQDqI6koqiqOBmfBGikDntQrD7IUAKAOxhZFVcLYRSntaHDG7l5JkKUAABWWqSiqTt4eDMlSJUGWAgBUUqWLolAnZCkAQMVUvSgqFzfbraJvAT9FlgIAVEY9iqIMbrZbKWvP2eArD7IUAKDsmlMUtdZeWh0Mx8Yp6YGOkiBLAQDKi6KoKEYXlw1ZCgAwD9GZd+YhLXo7TylVpxQVmrKnAtnoaHAmPRF2Nl97O2F1iiBVQmQpAMDMxQ4PvuwfysFgnKrxdl7ScJjj0+HaG2853/x5/50/11Fprb20vXeino/hU0qtLrdutluUSZUQWQoAMFuxQUp78vCuUmpxZaPGKUqNm7KnlPLf+XPnmz//7/75P9JHWH+qCrIUAGCGzEFKPHl4t/ZFUWkamn/wox/P4U6QO7IUAGCGxgYp8ZPv/2ldU5RI0+kgZTcElM0LRd8AAADqM1/7haJvYYak8infK1EeZCkAAIDJ5bDH5/u+53n66+nfEAAAoCqyrUv5vu84jmVZjuPoI67rdp+zLIs4BQAAmiNblvI8r9vtho4opezn9BEAAJRS1he/kuayxU6tOiCEpJ9DTB+EKsqwx+c4jgQpz/NkXcr3fTmi16Isy+p2u7J8NYO7BQBUhvSLeuFLX3n20QfmKxc66zXrJqVJK/Pj0+HPfuFnPvz4qflipuxVVObac9u2dU7Si1LBs4qlKQBotovewfnuljTh/MJv/77MgTG4eufBXO5rro4GZ9t7J9Kf8+jN17v/8VvmqMRwmOrKnKVc183xx0v1lQgtZenaLDkVKsMynwUAFEWnqGv770lIunrnwZXb92MvrmVzzlCK0gnp3q0bSXGKIFVpmZ/j0xt8SinZ4Js4XcmmoV7W6na7wVQkb6vPuq4b/NHmswCA+dPTiKPxaHFlY3Fl43x3SymlJxYbBhtXlN7RW11uHb35evSCe7du6AHGcplSiil7VTd5TwQdeiZLMBKkggFI12Pp9wyetSxLf2s+CwCYM52izHP0armXJ8amKG2tvURyqpkMWUr3PpDIIrknWCylw1D6Hbdg+gmub8n7BM/atq2TlvksAGBuLnoHTx7ereU04pTSpyjUVbbn+CSyBFNL8Ak++SKYrgyCu3v6/UPxyPDylD8FADAj8pjeZf+QFEWKarjMvTo9z5McY9t29Hk927YzlYEbas+Trp/4LAAgF8HH9K7tv9fAIJVUXY5mylwvFVo90kajUda3kqWppNrzXOjVMgBALgwF5k3AWhSicpjHN41gcpJyq3z7fEYTXrDCHQCQHimKFIVYGfb4QpP4pheqeZLac3OfT3P/hXx7XwEAxPnu1uPN60qpK7fv1/hZvCTs6MGs4HWpIOqlAKBspMBcKdXMAnPWopBGhizl+36O4/aiXQzkPXUTztDZ4HN/5rMAgOnpx/QWOuvNXIsiRSGlbOtSnud5nue6btbn9aKkW5UuNpcxyXrYX+hsMGaNPQsAiKUXmURSQgqmqNqURm3vneivzX3Gg1eSopBGtnUpXczU7XYNj8ileabPcRyJZcHGVMFe6tGzwQ7phrMAgBAdj4IHH29ej6451a/AfHvv5Ph0GDxyfDpcHQyjiUquXF1uMdQFmVjpexmkfwIuU38EvaoUG4bkYNIamPls0kt0x3YmIgNoAmlNnnRWxymdouo0Ji8apIJ2Nl+TzESKQlbB1ZwMWaoeyFIAGsUcpMSLr7SfPRrULEWpcUFKrC63SFGYQDBLleg5PgBA7oIFUkmePRp89lvf/vy/ujOH+5mbo8HZ2CCllDr9yx/q1SlgMtlmyKSRe+9yAMDEQjVSST756P1Z38mcvT0YH6SUUh9+/JQghSnlvC6ld9CoBAcAFCjNohSQi2xZSh7lYwYLAACAyJal0vRwoqYbAAA0R7Z5fPKF53mj0Uh6Tdm2PRqN5FvpPE6QAgAUbnW5VfQtoCky157rrpjyv3q/L9SFHABQBi++0k5zWc2mxBwNzn7wox+nuZLIhelN9RxfdASeTMpjaQoAyuB8d+vZo8HYyxY663O4mfk4Gpxt753s7L/75Zc/NzYnrS637t26MZ8bQ41lfo4vTcmU53msTgFAgfTovSu37yul0vQ9r7rYacTmdp032yxKIQeZs1Q0J9FQCgBKRU+DCYak6Dw+VZcgFZuixL1bN2LjFCtSyFHmLCVbeHqIHv0RAKA8gstRwWkwiys/HQ5zvrv10yO1GBdjSFGaZCa5MngEyEu2eXzRYXYyj0YXTsnZMu/xMY8PQF3FLkfVVTBFkY0wf5PP45NiqeBalOd5odUp/aAfAGA+kpajainNWhQwT9mylOM4oeoox3E8z9PN0FnsAYA5a85yFCkK5TTJPL5o7TkLUQAwf81ZjiJFocwyZCkZxue6riE5pbkGADC9hixHkaJQfhmylN7IM+SkNNcAAKbRkOUoUhSqYnyWiqYichIAFKUJy1GkKFTL+CwV6iBFQykAKEQTlqNIUaiiSWrPzXiUDwByV/vlKFIUqmt8ltLNPKXLJVEJAHIkjcj1dJeFznqoI3lFl6O2906UUnp4y+py62a7tdZeil5JikLVZViXkkadaWYbAwDGuugdREcOX/YPL/uHF/0DWX+q4nKUzkbBg8enw+PT4epgGOxRTopCPWTIUvSRAoC8xAYp7bJ/+PFv/uoLX/qqqtpy1NHgbGf/3aSzx6fD7b2Te7dukKJQJznUS0lPKf319G8IALVnCFLi2aOBUuoLv/37c7md3Oj5wUmOT4f27/zRhx8/JUWhNrJlKYlNwaop3/eDu36WZZV5sDEAlIHUSI0l61IVcjQ4C23txfrw46ekKNTJC5mu1q04g0eUUvZz+ggAYEq6IL0qxi5KaUeDs5neCTBP2eqlJEjplSff9+WI3tqzLKvb7fq+z9IUACSpXEjK3duDYewzfUAVZVuXUkrZtq1zkl6UCp5VLE0BAIDGyJyl6IkAAFNa6KwXfQsFu9luFX0LQG4yZ6ngmpNs8JGuAGAWKhe50ickNvhQJ5P3RNA1UlUpjbIsq+hbAAB10TtIeeVipzJtpcRae+nV7z763tlj82WryyxKoVYyrEvJ+lO325WmnfJtsFhKF6eXs8uUPGnYavE7DKAYF72D890t6Sx15fZ988ULnfUKtegU23snaYJUsPU5UAPZnuOzbbvb7QbbIgSf4JMvgumqVORWdeADgHnS02Cu7b+nDyZ17KzW0Bj1fBqMUurozdcNrc8JUqilzL06g+06o5VSTD4GgBCdokLTYBZXNhZXNuSsPhidbVx+23snMg1GctJae+movZR+tjFQddZoNCr6HuZKr0sR+wDM2kXv4KJ/oJSqXDxKTzITOQlNE9yOy2EeHwAgRFKULEdVa7cuPdnLY9sOIEsBQM5iS6NqRvb1djZfYzkKIEsBQG6SSqPqRJeZE6QAQZYCgBzo0qgapyjFvh4QhywFAFNpQmmUYF8PiEWWAoDJNaE0Sn26fVTR9wKUDlkKACbRhNIoEWofBSBkqiwlk/hc163KSD4AmF5DSqOEtI9iXw8wmCRLhcaw6NaXqqyT+ABgLElI5qaa9SuNkqgUu+BEmTmQUuYZMtG5MUISleM4xCkAFaLjkXx72T988vBu7CCXOpVGybad/nbtjbfUp4flUWYOpPdCpqt1kLJte/Rpsi7V7XbZ7wNQFRe9gycP7wbH4QlJVBe9A/n2fHfr8eZ1pdSV2/drsBwVClLa8elwe+/kaHDGvh6QSYZ1KR2SPM+LBiYZe+y6brfb9X2fRAWg5CRIGS548vDuT77/p5989L6qUWlUUpASx6dDysyBrLKtSymlbNtOykmO48jqlOd5094XAMyY1I+b/b8/+m9Kqat3HjQhSGk326053AxQG5mzFADUQ3RrL9Zipw4pKhNpJQUgJbIUgCY6391KeWWa5auqSLMolf4yACJDlkp6gm+aKwEAACotQ5aScijDk3rSd8pQUAUAAFAzpuf4fN+PrSLvdruWZUmZefBgzrcGADNz9c4DaXOAqNVlas+BDExZyvM8Q0JKOkWoAlAJL77SfvZoMPayGjSU0n72Cz/z4cdPx17Gc3xAJqYsRdkTgLo6391KE6QWOutzuJk50POJx9aVry63aNEJZGLKUo7jUPkEoGaCo2Dk66QrSz50T7qTi5vtxAB0NDiTHgfSx1ym7BnelkUpIKtJZhsDQBXJ6D0VaGJ+9c6DpO7nZQ5S0Zabx6fD1cEwlKgkRYX6mK+1l3aUkuOht6XdOTAZshSARtDLUaGEtLiysbiyEWo3VdoUpYzT9I5PhztKyeKTTlFHb74eunKtvaSv0QcNK1sAzDJkqaTH+mKvnPR+ACBnsvIkm3pJ15Q5PAWNHQKzs//uq9/98++dfRSbooIkUeV9g0ATZchS5sf6AKBsZFPvsn9Yj8nER4OzNB3JP/j4b80pCkC+ct7jCzWdAoCiBGvMi76XfKQck5em6wGAHGXoe+77/iiZ53nSFZ1OCgCKddE7kD6cV27fr8rmHYDqym1dynnOdd3RaJTX2wJAejXb1ANQCRnWpdKjKxWA+Tvf3ZLuBtf23yNIAZibmWSpCViWFUpgvu87jmNZlpwKPRtoPgugUdjUA1CgUvSXil3HkrorXczuuq7nefpK81kADdGoTb17t26svfHW2MuYTAzMWZ5Zyvf9CZomOI4TfZWkomA8sixLf2s+C6Ah6veknoHMfkkznJje5cCcZchSsaEnVvodN4lf8gBg8Lh8G8xGwWvMZwFUWqgF+WJnI7rgFJ0GU2/SolMG6pnbde5svjbPGwOgZrHHl7I3unBd17Zt3/ctywqdMreqopEVUD+xo/Eu+4cX/YNgFVTSNJhakuWoYBPze7duxMap1eUWc2CAQmTIUmkaR2WqAZeFpUz9qMxl5tGz0V2/Xq+X/scBmJukGcNKqcv+4fnu1tU7D5q2qScz9WQ5KnhKdvGCA/XY1wMKlG2PL8eCJNkxtG17pkVObPwBlWAIUuKyf/jXv/aLn/naLzRqU888U4+BekBJFPMcny6TmnUvg2jX0PRVXwDmRoqfzEYffRBbO1UzerUpuhwFoJxMWcr3/UzFT8EXmi/QbxtalJK26YaVKvOGIONrgIq67B+mueyif1DvLKWXo9izAyrElKU8z5vpEk7ss3vK2DbdvCFITwQAFcVyFFBdhe3xhY5YlhXc8ovtkqCf3TOfBYBqYTkKqDTTDBnf90dxJLXYth17NpfBxrJbp9eZQk/8mc8CQFUcDc6klfnRm68TpICKKsUMmSjHcTzPc11X950KPvFnPgsAlRDswFn0vQCYXFmyVOwDd6PRSBJSdE/QfBZAtbz4SvvZo8HYy2rTnDNNywMAVVGWLJXEnJNIUUANnO9uPXs0GBunrty+P7dbmh1qzIH6KXuWAlBRMjJPNztY6KxHu0NJi07pYx66PmShs17ybgjbeydKKT3aJXaiCzXmQC2RpQDkT4a9BI9c9g+Dk/Wiw4kXVzYWVzaiL4wNYaUiI/NCB49Ph8enw9XBMDTvheUooH7IUgByFs1DmkzWky9ihxPrI+e7WyWPUCI2SGnHp0O9XsVyFFBXZCkAeTIEKXHZP7S++JWxY/WqUmaupwsnOT4dvrr0RWrMgRoz9ZcCgKzSTIMZffRB+Rec0jganOkCKYMvv/y5OdwMgKJMNY8vqaUTj9cBzST7dymvrMrKk8HYRSmRJm8BqK7J5/HNdFQfAABAJbDHBwAAMLkxe3xzuw8AAIAqYl0KQG7Sl0DVoFgKAESGLOX7vuM4Y4e6jL0GQI0tdNZzuaZOVpdbRd8CgBnKkKWkFN38ZF+aawDU2GJnfLODGixKbe+drL3xllJqZ/M185W06ARqb3yvzmjjg6RWCAAaThp1fvZb3/7ko/djG03JQJj531iOotNgdpRKan1OkAKaYHyWCvU+oBUCgFjSXEo3NNezYuSs7OtVfUUqdjjxWnvpqL0kp/TB2NnGAGop/xkytm1TLwU0jSSnYFSqemwK0SkqaRoM609AY43PUqPRSL5wHKfb7RKVAIREg1SdRDf1ACAow7qU67r6fwFAKXXRO7joH6iaBilJUdFNPQAIypClHMeh6hyAdtE7ePLw7kJnvZZBauymHgCI/OulADSBBCldaV4nR4Oznf13V5dbbOoBSMOUpaRASj0vmdLfjqVLrADUUl2DlN7UI0UBSI91KQDZSBOp+gUpNvUATMaUpUJl5lSdA5BH9q7tv1f0jeSJTT0A0xizxxcsNqf2HGi4+vU+YFMPwPTY4wPwdww9DqoVpLb3TpRS5s7jbOoByAVZCoBSz6ug9LePN6/L7LzFlY0K9T7Q60zy7fHpUO2/G+0ORYoCkKO0WUp293THc8uyDBfzHB9QIRKVoscv+4eX/cOn//0Pnj0aVKLSPDQRTzs+Ha698Zbs4tHEHEDuxmcp3/c9z0s/0ti27eluCcBcxQYp7dmjwYuvtKsbpLSd/XdXaWIOYAbGZCnf9/Xje9GQJLP5gmHL8zzq04EKkSoos2ePBnO4kymZg5Q4/csfsqkHIHcvmE97nqe/SBpp7DiOxClF3wSgaoI1UgZpIleBpNJ8rA8/fjrrOwHQQKYs5ft++tUmx3Fk4Yp1KQAA0BymPT5ZarJtO2U88n3fsqz0lVVzZq6XBwAAmMCYPb6syrw0Zdu2bdutVqvoGwEAAPVhWpeSFabYEijJTNWqjpJ6r/QTmgEAAMaasFdnUh06gGpZ6KynKT9f7JS3J8L23skPfvTjNFeuLrMsDSB/pj0+WXzSj/IBqJ80IWmhs17O/lLbeydrb7yllPryy59Lk5NutslSAPKX8wwZw7YggBJaXNmQzuZJF5RzdIweAhNsX25u10mjcwAzYlqXkkjU7XZT7ujpkvNy1p4DiDrf3XrhS1+9cvt+7NmyBamjwZlei9rZfO3erRvBeHTv1o2k1SmCFIDZMa1LScuobrfruu7YFlO6GRUzZICqkA6ckpYWVzZCDTllsHExdxahhxabBxLfu3VDT9wLHpz9DQJorjF7fK7r6m07mRgTvSY4QybpGgBlEwxSolRLUFrKFKWttZdYggIwT2OylOM4nufpzT7LskLLTsH+AgQpoCqiQaqEdP1TyhQFAIUYX3vuOM5oNNJtmZKaMxGkgKoof5CKLS0HgHJK+xyfbnSpAnFKr1GRooBKuOgdPHl4t2wV5UGkKACVk60nApkJqC4JUldu3y9PRbkWLIoiRQGolpz7SwEop9IGqayl5QBQNmQpoP7KGaS2906UUqQoAFVHlgJqroRBShdFKaVIUQCqjiwF1FnZghSl5QDqhywFVF5Sv/KZBinZodNutluGbERpOYAaI0sBFSZpKXTwsn940T9Y7GzMKEgdDc529t8NHTw+Ha4OhtFpLaQoALVHlgKqKjZIicv+4WX/cG5BShyfDrf3TnSc4gE9AA1BlgIqyRCk/u6a/kG+WcoQpITEKflCMfsFQDOQpYBKuugfjL3msn940cszTr09GI695vh0+OrSF9nOA9AcLxR9AwAmcdk/THNZmsiVnqw2jfXllz9HkALQHGQpAACAyZGlAAAAJkeWAgAAmBy15wDG0N0Nir4RACgjshRQSQud9TTl51fvPJj4RwQjlHTaTJmooh07AaDGyFJAJS12NsZmRnopoQAAFgJJREFUqSu370/wztEIpR/KW2svyUA9w8t3Nl+b4IcCQHWRpYDqkUadn/3Wtz/56H2dqL579evvvPT1d176hlLqm3/zZ9YXv/qfsnSWCvXYTGoQdbPdUsnNEVaXTVP5AKCWyFJAxZzvbgXnw5zvbh0NhjpFiXde+oa6VGtvvLW63DLvuOkItbrcUkqNbVO+1l6KXZ1aXW6ZxxsDQF2RpYAqOd/dUkpd239PH/mf/+zf/5ePEue6hGbkaVkjVIh+w+29EyIUgIYjSwHVcNE7kCbmoXLysXNdjk+HR4MziTtTRqgoyswBgCwFVIAUSC101kNB6mhwlubBut/94z+RcvK8IhQAQCuyV6fv+47jWM85jpN01nEc3/fTnwXq5Hx368nDu1du3482OEgzbFgp9eHHT5VSR2++fu/WDVaSACBfha1L+b7vuq5SyrZtOdLtdoOpKHTWdV3P83TeMp8FakMKpHSl+cSIUAAwI4VlKc/zlFKj0UgfcRyn2+3KgpOkomA8sixLf2s+C9SGBKlp+m0CAGatsD2+brerV5WELDVJxup2u+p5ZhK2bcvBsWeBGrjoHTzevK7GBakf/Ohv53VHAIB4ha1L2bYt4UmTFBW8wPzymdwWUAJSaW7Y1wv21QQAFKvIeqlMx4W5zDx6Nrrr1+v1Ut8jUIBQK86g2I4Ga2+8NfY95XoAwCyUoieCrkMPLU0BTROtNA9Nx1ORjgY7m6/t7Cf26pRXUXgOALNTcJbyfd/zPKmdcl039+Lx6CKWVLjn+1OANKTZZnAg8UJnfbGzIbEp1IrTMGA4ZK29tKNUUpwiSAHArBWZpWQ5yrbt9I/ghUqsMp0FCiQlUKGDl/3Dy/7hRf9gsbMhrTh/5+f+pXo+6s4coYIkTunspRGkAGAOCu4vZdt2pjab5shFTwSUU2yQ0i77h//5L1568Z++8T/+709Wf04ppVJGqCAZOTzlfQIAJlBYljIHqWiPg2APBfNZoGxig9R3r379nZe+rpR656VvfPNv/kwx2gUAqqngeqnoSpJUTbmuG2yDLpfpLTzzWaBUpJxckwj1zkvfUEpJhPrD799XSi38g79R6l8UcocAgGkUk6Uk/STVgEvfc8/zXNe1LEsO2ratg5f5LFBCoQj1H/7PH/6T8/8VvCBYkw4AqJBislSaGinHcUajkSSk2MfxDGeBktjeO7n8i5fe+dpdlRChAABVV4r+UgbmnESKQjmFmmrKLh4AoJbKnqWAqkhqqnn+V394+VcF3xsAYHbIUsBU0jfVNFvorOd9awCAeSBLAZMIThc2R6jFzkaauvLFTvwYYwBAyZGlgAxChVBjV6GkS+eLr7SfPRoYLlvorEcnGQMAKoEshfoLbsNp6eeryMtVIEKlbKp5vrt12T+UQcWG1ucLnXWZwQcAqCKyFGpu+/l4u5Dj0+H23okhTiXVkqchyWmhs35t/z05sriysbiyIX079ZYfKQoAaoAshTpLClIiNk5NX0seXI4KnSI5AUD9kKVQW0eDM0OQEsenw6PB2Vp7KX0tucFF7+Cif6CU0stRAIDaI0uhtqTIaazf/eM/2dl/N+suXpQsR7FtBwBNQ5ZC03348dNpIpQKLEfF7usBAOqNLIXaGrvBlwtdZs5yFAA0E1kKmJyhzBwA0BAvFH0DwKxICdSMXPQOHm9eV0pd23+PIAUATca6FOrJ3A0haILIxXIUAEBjXQp1s713svbGW0qpnc3X0lx/s50hS130DqTfJstRAADBuhRqQvfYDHaH2lFqZ/9dw6uCfaT043gqoakmXQ8AAFFkKVRebIoSa+2lHaWiw/iEvjg6LO/x5vWFzvpiZ0MWn+h6AABIQpZChelm5avLraQeUWvtJd3WXAXmE+vRMbLaFH3hZf9QH6frAQAgCVkKlSSl5emblSfNME4KUpqsV7EcBQBIQpZClRi28yZjDlJiobNOkAIAJCFLoRpyT1FKKXkib6w0eQsA0FhkKZRdmqKoWTvf3aJYCgAQiyyF8spaFAUAwPyRpVA6s9jOAwBgRshSKJHSpig2+ABAPS8zlSrShc66muKvR8dx9Neu6wa/Fb7ve54nX0RfHjyrv04S+w45IkuhFAopirp654HMJzaTvy8AoMmiPY0lUT3evJ61a4zjON1uN3ik2+3ath1KVJ7nhS4LCp41XzkHzONDwfT4PKXU0ZuvJzWCmpE0OWmxQ0MEAI0WDVJBTx7evegdpHwrCVK2bXueN3pOwpDrukkviR4Mhiff90cBSinbtkNHZop1KeRG9xZXSt1st8w7dCXZzrt654G5XSddOgHAEKSCF4z929L3fQlSoU03x3E8z5N1qdAp27Zj30dOFbscpZGlkAN54C545Ph0uDoYxiaqkqQo7eqdB3/9a784+uiD0PHgPD4AaKyUrfgu+gdj/8I01D85jhMbm9Snl6D0+yRdXIgGZSlZJOz1ekXfSN1Eg5Q4Ph0enw53lNJpqQydomKNPvrgyu37SikZYKyUIkUBQCZp2hrLolTS2aQac8uyQutV5veZvwZlqZKsBNZMUpDSdvbfPWovlblT1Pnulp4SQ34CgJDCZz+EYpOEKt/3Y+uoCtGg2nMpQCtVkq26o8GZOUgJKS3f2Xzt3q0bcy4tT+Oyf0h1OQAUwnEc69Oi17iuG1wNKdsGn2rUuhRy9/ZgfJASJYxQIrgoBQCYs9Cze7E7SLL+pLf5yrbBp8hSmEaaRakyu+gdXPYPr+2/V/SNAEB5LXTW02zzpWzFF0pLjuPorTrDnp0OT3qDL83PmpsG7fEBIRf9A/pwAoBZyiqINJdJJJogCeltvhJu8CmyFBpLFqUYDgMAZosrG2P/2ZmyWEJ29GLnvUjrqaQX6m2+cj5GRpbChLb3Tn72Cz9T9F1MjkUpAEjp6p0Hhr8wFzrrKf9dKj05u92utDmQg/JEnuu65gWn0DZfqVAvhWyCPaK+8oXPf/jx07EvkVYIpUKlFABkcvXOg4vewUX/IFg7NUFPY93iXBKVHJSRMvJMX9ILXdcdm7eKQpZCKsFm5SrQI2psf6nV5VYJH+JjUQoAslpcyaeJseM4o9HI933Z7AuONA7OzovOmQlN1ktaoJrDAL4QshRMkiKUdu/WDXOcutkueFFK/iGllLrsH0p++uSH77/wpa9SKQUABQo+wVd1ZCnE0BFKKTV2al5SnCrDilRobnHh3XsBAPVDlsKn6FSUafCwZCZJYMEjxQoFqaBnjwbnu1ssTQEApkeWglKfrihPH6FC1tpLk71wFgxBSlz2D4lTAIDpkaUaLRihVPmmDk8jzXYeW34AgOmRpZpobEV51V30DlJeydIUAGQi/wgXN9utTNsR+tm96PEJ7iRYuh58GDD0s2LfPHg26a7S3x5ZqkFCFeX1i1CaPLgHAMhR9DGj49Ph6mCYPlFJo87occuypL9UyjuJNkCXgcfBRJX0s6JnzVemQd/z+jsanG3vnay98dbO/rtKqZ3N147efL0MteEAgKpIan9zfDrc2X/3aHCW/q1s2x4FSPtNGS+ThgQpae+p30TyUOybxEa0YHjyfT94P9E7HHtLZKk629472d47CUWo8pSHz07KSZwAgDTGtmWW/9BMxvf99DOPZWyfbdsyeUYfl3bqKpKcYvukyw/KsYU6WaqGJEKtvfGWfNucCKWl78xL6gIAs6PBmTlIiWAd1WQ8zwslJOE4jo5ZhhIox3Fi41F0/87zvHxn0VAvVR81fihvAi++0n72aGC+JuVgcwBoMt040CxN3jKTHbputxsMT7IQpZ4vOMmiVNI7RDOW7/syRzl4yvwmEyBLVV7tH8qbwEXvYGyQUixKAUAK04ckA3mGLpiWQgwLUSmFYpO8VewC2MTIUgULPlunlFpdbqV8ICLTmJdGkS6dV27fV0qFRpoHXbl9n0UpAJi/brdrWVbwiDyCp78O7sqNXUOKPtMXqhZ3XTdYk577Bp8iSxUr9vlSecTU8JzdZGNemuCid/Dk4d2Fzvq1/ffkyOLKRrQB+kJnnZ5SAFCU2IUizXVdvc0np8yP+IXORqujZP1Jb/PlvsGnyFIFMjwWcXw63N47CcWpXMa81JhejgqtNhGbAGAaq8utNNt8UmeSkmHPLrj1FvtoXigtOY6jL0jattPhSW/wpb/VNHiOrxhjny+VOKV4KC+Fi97B+e6WYtsOAGbgZjtDSMqF3uaLriGl754QJGtdajYbfIosVZQ0Gf/4dBiKUDTYjJJ9PaXU1TsPCFIAkLu19tLYNafV5VaO/4WSbTupqQpt4cm3SYNoktqX622+KfubJyFLFSB9Ew7500mESnK+u/Xk4d0rt++zkQcAs3Pv1g1DnJKnpnL8cXqrzrbt0Lad9OSU6nV9Sh7Kc13XsOYU2ubLF1kKlXTRO3i8eV0pdW3/PZajAGDWkuKU/Js/98oTQyrSLc4lUVmWpRerDDlJtvlmscGnqD1HFSWVmQMAZkc2SaQjT/BIelnXhJKudxxnNBpJbyqlVHCksW6IEHqtvCTNm6cZwBdClkKVXPQOLvoHijJzACjIWntpDs8/pVlDCj7BVyyy1LxlGqZNpVSQbh9FdRQA1JWOR+a2UqVClpqfYI/NNO06MvXqqD329QCgCeRRu2jVeZmRpWYuOC8v2GNT9ztIwqKUiHYzBwDU1QTlSoWrapYKTkOUOT4zDbChqXlibDuN4EJUdOTwzuZr0ffU7zz/3miFiB3wstjZ0ItPLEcBAEquqllKtlF1YZrrup7nzShOHQ3OdvbfjR6PnfSikheiQqR8T0+GkYOyr9eEFSndYzPksn+o0xVl5gCA8qtklpLMFAxPlmXNKEslBSkRilPmhahYTYhNsWKDVOgsZeYAgPKrZJaSrb1gctKze3JnCFLi+HT4b//r219++fNMHU5PxueZvfhKmyAFACi/SmYpZeyImqOUw16+d/Z49eXPp1yIglIqVCMV69mjwUXvgN09AEDJVTVLxXIcZ2xP1V6vJ19I73nzxa++/htffvWbaX70b/1K57d+Jc2FUL+8dO33v/kP01z5B7/xb/5173/P+n4AAJhYr9erVZaKGpuWMH+//PevFX0LAADkpuZZKroV+J3vfOfp06eF3AwAAKifWmWpaL/56Jbfr//6r//e7/3e06dPO53O0tKYIvEf/b2li3Q/ej71W9Ob3ZTs9N5XT5T6QZorl5aWbPsf5/JDu91uq9VaWVnJ5d0qRP7xUPiHXgg+9KJvpABN/tCVUr/0S79U9I0UoKgPXZcMua5rVbHBqGVZtm0Hc5LjON1uN+X/l/QXmxsiaGObdpaHZZXiE3+8eT3NZTk2Oo/+mWmIpaWl4XBYhg99/vjQi76RAjT5Q1dKnZ1lmPdaG2X40F8o8GdPLNoBYUbLLWvtpTRD8RrSozxHC531XK4BAKBwlcxSspen+0vJF+kHSvu+n/5fbGMXnFaXWzSUyurqnQfmqJR7l87RaNTAf6oqpRq42aHxoTdQkz/0xn7uZfjQK5mlHMeRYXyWZVmWJYtSs5vHd/Tm60mrUzubr1Vld69sDHGKducAgAqpau254zij0Ujy0xwC6b1bN2TKnlJK+purBo9/ycvVOw8uegcydO+yfyjRKjjYGACA8qtqlhLzXNaTUcRz+3ENsbhCcgIAVFspnuoCAACoqErWSwEAAJQEWQoAAGByZCkAAIDJkaUAAAAmR5bCJHzfdxzHei7U3Ct41nGcpMctoy+MvnPhHdigTfOh5/IHBvM3nw899q8CFGLs5zLNhx5Utw99BGTkeZ784bGfk6/1BdGznufFvknwVcGDSe+MokzzoefyBwbzN7sPfew7oxBpPpdpftO1+n3iZClkJr8G0SPyGxX9b2Hod0b/jkV/l6LvTOIviWk+9Cn/wKAos/7Qk86iKGM/l2k+9NDBmv2a818pZGZYTxrFpZ/QL9jYf/EYXouiTPOhT/kHBkWZ6YduOIuijP1cpvnQQ0dq9nFTL4XMbNsOTZLWS7v6AsPL/edi31l9up29DFuc6naRh2k+9Cn/wKAos/vQx74zCpHmc5nmN10p5bqubdv1q4ms9gwZFCLp18D865GmpljqFuWXTSnV7XaVUqFfThRimg99dn9gMFOz+9Ane2fM2sSfS8rfdCk2r+Vf6WQpTMX3ffnFyPeflZKilFK2bdfqWY9amOZDn9EfGMza7D50/kiU05SfS/TljuPIPkMt/0pnjw8TCq4heZ6Xy6+H/LIFnwrpdru1/MWrqGk+9Fn8gcEczO5D549EOU35ucS+3Pd9CVJ1XXpkXQqTkH9zZPpNG7uuq3/Z9Bs6jmPbtsSpuv4GVsg0H/os/sBgDmb3oU/wzpiDyT6XsR96cHUq+EJJXXX4A1Bs6TuqyPzETfRU0mNZoSuTnuww/CzMzTQfel5/YDBns/vQeWqvnMZ+LhN/6OaK9Xz/XxSCv7CQmflPf2yPqNjro8eTflHpOlO4aT70vP7AYM5m96HzEZfT2M9lmg8968+qFvb4MKHoqqws1bquG9yVy/TgRmhHL7rrh2JN86HP4g8M5mAWH3qasyiK4XOZ/kOvraLDHComzVJttAlN7FvFngq9v+y7z/b/EsaZ5kPP8Q8M5ml2H3rtt3sqKuXnMs1velDNPm5r9LyTKZAv/fjGxK9txL9m6mX6D52HDCqHD66B+NBDyFIAAACTo78UAADA5MhSAAAAkyNLAQAATI4sBQAAMDmyFAAAwOTIUgAAAJMjSwEAAEyOLAUAADA5shQAAMDkyFIAAACTI0sBAABMjiwFAAAwObIUAADA5D5T9A0AQJ583/c8T76InnUcJ3RKXy9c15VrYkVPRX+K4zj6TaI/DkD9kKUA1E2324097jhO6FT0SLfbtW07mn4kckXf2bIsz/OCGUtf47ruZPcPoFrY4wNQKzrWJC0v2batL5DcY9u2bdue58mpbrcbfa0OUnKlvlhORX+KHJR3nv7/FIBSGwFAvUh8sW07dDz4l54OQJ7nBa/Rx4MvH3tx9KdELwZQV6xLAagb2VyLbuepwKKUXjcKLUE5jhO7kiQrTNGLk+4hejGAuiJLAaib2G2+pCKqJMHrHcfxfT+2iCrp5dSbA81B7TmAGrJtOxiGdLLRX+izmVaPgg/9ZQ1nAOqKLAWghlzX7Xa7Ou7oHb3QZenzkO/70efyQokNQDNZo0ClJADUhmVZSilpcCBfB5sXRI8Y6CAlaSy4fyfvE/yLNHoEQL1RLwWgnvQqlI4+sZ0O0ryVXtaKrZoC0HBkKQD1pJ/mi93gM7R9chzHsqw0devkKgCKLAWgrnQYkiQUqnbSSSuUh3zfj70+VsplLQD1Rr0UgNoKdjaPHZynz+qDsdcbrhTB66mXApqGLAWgtoI140mjjqP7d+bgFbosGtfIUkDTkKUA1JbOUua/6IKlUeb2m3pTz3XdUEfQ4BEAjUKWAlBbsmiUtCgFALmg9hxAbdFIE8Ac0PccQN0EN+MUnQsAzBhZCkDdeJ4Xmh4DALNDlgJQN7o1FCtSAObg/wO0qFSDXASXUwAAAABJRU5ErkJggg==", "text/plain": [ "" ] @@ -62,7 +62,7 @@ "fig.plot(x=dates_pygmt, y=stars_pygmt, style=\"c0.23c\", fill=\"63/124/173\", no_clip=True, label=\"PyGMT\")\n", "\n", "fig.legend(position=\"jBR\")\n", - "fig.show()" + "fig.show(dpi=150)" ] } ], From 414c8b812469a3c18235aa01e77bcc2196905461 Mon Sep 17 00:00:00 2001 From: yvonnefroelich Date: Sun, 5 Jan 2025 18:40:21 +0100 Subject: [PATCH 04/35] Include GMT.jl --- numpy_datetime.ipynb | 120 ++++++++++++++++++++++++++++++++++--------- 1 file changed, 96 insertions(+), 24 deletions(-) diff --git a/numpy_datetime.ipynb b/numpy_datetime.ipynb index 68af268..2bfca6e 100755 --- a/numpy_datetime.ipynb +++ b/numpy_datetime.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "code", - "execution_count": 4, + "execution_count": 13, "id": "32fadb57-786d-4979-9e6a-d8a7225063f2", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "" ] @@ -22,47 +22,119 @@ } ], "source": [ - "import pygmt\n", "import datetime\n", + "\n", "import numpy as np\n", + "import pygmt\n", "\n", + "# Data retrieved from https://star-history.com/#GenericMappingTools/gmt&Date\n", + "# last access 2024-12-01\n", + "dates_gmt = np.array(\n", + " [\n", + " \"2018-08-13\",\n", + " \"2019-01-04\",\n", + " \"2019-03-01\",\n", + " \"2019-07-27\",\n", + " \"2019-11-29\",\n", + " \"2020-03-13\",\n", + " \"2020-07-08\",\n", + " \"2020-09-26\",\n", + " \"2021-03-15\",\n", + " \"2021-09-13\",\n", + " \"2022-02-16\",\n", + " \"2022-08-23\",\n", + " \"2023-04-13\",\n", + " \"2023-11-17\",\n", + " \"2024-05-29\",\n", + " \"2024-12-01\",\n", + " ],\n", + " dtype=np.datetime64,\n", + ")\n", + "stars_gmt = np.array(\n", + " [0, 60, 120, 180, 240, 300, 360, 390, 450, 510, 570, 630, 690, 750, 810, 864]\n", + ")\n", + "color_gmt = \"238/86/52\" # GMT red\n", "\n", - "# Data retrieved from https://star-history.com/#GenericMappingTools/pygmt&Date 2024/12/01\n", - "dates_pygmt = np.array(\n", - " [\"2017-03-30\", \"2017-08-05\", \"2018-05-24\", \"2019-01-11\", \"2019-12-10\", \"2020-05-18\",\n", - " \"2020-12-29\", \"2021-06-22\", \"2021-12-01\", \"2022-03-06\", \"2022-07-26\", \"2023-02-16\",\n", - " \"2023-09-11\", \"2023-11-11\", \"2024-05-11\", \"2024-12-01\"], dtype=np.datetime64\n", + "# Data retrieved from https://star-history.com/#GenericMappingTools/GMT.jl&Date\n", + "# last access 2025-01-05\n", + "dates_jl = np.array(\n", + " [\n", + " \"2016-02-25\",\n", + " \"2018-03-12\",\n", + " \"2018-11-19\",\n", + " \"2019-07-10\",\n", + " \"2020-01-11\",\n", + " \"2020-05-05\",\n", + " \"2020-11-01\",\n", + " \"2021-04-05\",\n", + " \"2021-09-26\",\n", + " \"2021-12-15\",\n", + " \"2022-03-08\",\n", + " \"2022-09-07\",\n", + " \"2023-06-27\",\n", + " \"2023-11-13\",\n", + " \"2024-03-14\",\n", + " \"2024-11-01\",\n", + " \"2025-01-05\",\n", + " ],\n", + " dtype=np.datetime64,\n", ")\n", - "stars_pygmt = np.array([\n", - " 0, 30, 90, 150, 210, 240, 300, 360, 420, 450, 510, 570, 630, 660, 720, 769]\n", + "stars_jl = np.array(\n", + " [1, 14, 27, 40, 53, 66, 79, 92, 105, 118, 131, 144, 157, 170, 183, 196, 199]\n", ")\n", + "color_jl = \"170/121/193\" # Julia purple\n", "\n", - "# Data retrieved from https://star-history.com/#GenericMappingTools/gmt&Date 2024/12/01\n", - "dates_gmt = np.array(\n", - " [\"2018-08-13\", \"2019-01-04\", \"2019-03-01\", \"2019-07-27\", \"2019-11-29\", \"2020-03-13\",\n", - " \"2020-07-08\", \"2020-09-26\", \"2021-03-15\", \"2021-09-13\", \"2022-02-16\", \"2022-08-23\",\n", - " \"2023-04-13\", \"2023-11-17\", \"2024-05-29\", \"2024-12-01\"], dtype=np.datetime64\n", + "# Data retrieved from https://star-history.com/#GenericMappingTools/pygmt&Date\n", + "# last access 2024-12-01\n", + "dates_py = np.array(\n", + " [\n", + " \"2017-03-30\",\n", + " \"2017-08-05\",\n", + " \"2018-05-24\",\n", + " \"2019-01-11\",\n", + " \"2019-12-10\",\n", + " \"2020-05-18\",\n", + " \"2020-12-29\",\n", + " \"2021-06-22\",\n", + " \"2021-12-01\",\n", + " \"2022-03-06\",\n", + " \"2022-07-26\",\n", + " \"2023-02-16\",\n", + " \"2023-09-11\",\n", + " \"2023-11-11\",\n", + " \"2024-05-11\",\n", + " \"2024-12-01\",\n", + " ],\n", + " dtype=np.datetime64,\n", ")\n", - "stars_gmt = np.array([\n", - " 0, 60, 120, 180, 240, 300, 360, 390, 450, 510, 570, 630, 690, 750, 810, 864]\n", + "stars_py = np.array(\n", + " [0, 30, 90, 150, 210, 240, 300, 360, 420, 450, 510, 570, 630, 660, 720, 769]\n", ")\n", + "color_py = \"63/124/173\" # Python blue\n", "\n", "\n", + "# -----------------------------------------------------------------------------\n", "fig = pygmt.Figure()\n", "fig.basemap(\n", " projection=\"X12c/6c\",\n", - " region=[datetime.date(2017, 1, 1), datetime.date(2025, 6, 30), 0, 900],\n", + " region=[datetime.date(2016, 1, 1), datetime.date(2025, 6, 30), 0, 900],\n", " frame=[\"x+lyear\", \"y+lGitHub stars\"],\n", ")\n", "\n", - "fig.plot(x=dates_gmt, y=stars_gmt, pen=\"238/86/52\", no_clip=True)\n", - "fig.plot(x=dates_gmt, y=stars_gmt, style=\"c0.23c\", fill=\"238/86/52\", no_clip=True, label=\"GMT\")\n", + "args_dots = {\"style\": \"c0.2c\", \"no_clip\": True}\n", + "args_dots = {\"style\": \"a0.35c\", \"no_clip\": True}\n", + "\n", + "fig.plot(x=dates_gmt, y=stars_gmt, pen=color_gmt, no_clip=True)\n", + "fig.plot(x=dates_gmt, y=stars_gmt, fill=color_gmt, label=\"GMT\", **args_dots)\n", + "\n", + "fig.plot(x=dates_jl, y=stars_jl, pen=color_jl, no_clip=True)\n", + "fig.plot(x=dates_jl, y=stars_jl, fill=color_jl, label=\"GMT.jl\", **args_dots)\n", "\n", - "fig.plot(x=dates_pygmt, y=stars_pygmt, pen=\"63/124/173\", no_clip=True)\n", - "fig.plot(x=dates_pygmt, y=stars_pygmt, style=\"c0.23c\", fill=\"63/124/173\", no_clip=True, label=\"PyGMT\")\n", + "fig.plot(x=dates_py, y=stars_py, pen=color_py, no_clip=True)\n", + "fig.plot(x=dates_py, y=stars_py, fill=color_py, label=\"PyGMT\", **args_dots)\n", "\n", - "fig.legend(position=\"jBR\")\n", - "fig.show(dpi=150)" + "fig.legend(position=\"jLT\")\n", + "fig.show()" ] } ], From c73b38bf8fc4cca662d4ceffd45270dc58dbf531 Mon Sep 17 00:00:00 2001 From: yvonnefroelich Date: Sun, 5 Jan 2025 18:44:12 +0100 Subject: [PATCH 05/35] Add CSV files [temporary for reference] --- star_history_2024121_gmt.csv | 17 +++++++++++++++++ star_history_2024121_pygmt.csv | 17 +++++++++++++++++ star_history_20250105_gmtjl.csv | 18 ++++++++++++++++++ 3 files changed, 52 insertions(+) create mode 100755 star_history_2024121_gmt.csv create mode 100755 star_history_2024121_pygmt.csv create mode 100755 star_history_20250105_gmtjl.csv diff --git a/star_history_2024121_gmt.csv b/star_history_2024121_gmt.csv new file mode 100755 index 0000000..e2385c5 --- /dev/null +++ b/star_history_2024121_gmt.csv @@ -0,0 +1,17 @@ +Repository,Date,Stars +GenericMappingTools/gmt,Mon Aug 13 2018 04:28:37 GMT+0200 (Mitteleuropäische Sommerzeit),0 +GenericMappingTools/gmt,Fri Jan 04 2019 14:37:11 GMT+0100 (Mitteleuropäische Normalzeit),60 +GenericMappingTools/gmt,Fri Mar 01 2019 00:16:39 GMT+0100 (Mitteleuropäische Normalzeit),120 +GenericMappingTools/gmt,Sat Jul 27 2019 20:49:03 GMT+0200 (Mitteleuropäische Sommerzeit),180 +GenericMappingTools/gmt,Wed Nov 27 2019 10:37:17 GMT+0100 (Mitteleuropäische Normalzeit),240 +GenericMappingTools/gmt,Fri Mar 13 2020 09:00:52 GMT+0100 (Mitteleuropäische Normalzeit),300 +GenericMappingTools/gmt,Wed Jul 08 2020 07:11:03 GMT+0200 (Mitteleuropäische Sommerzeit),360 +GenericMappingTools/gmt,Sat Sep 26 2020 10:50:10 GMT+0200 (Mitteleuropäische Sommerzeit),390 +GenericMappingTools/gmt,Mon Mar 15 2021 20:40:17 GMT+0100 (Mitteleuropäische Normalzeit),450 +GenericMappingTools/gmt,Mon Sep 13 2021 05:07:09 GMT+0200 (Mitteleuropäische Sommerzeit),510 +GenericMappingTools/gmt,Wed Feb 16 2022 20:06:07 GMT+0100 (Mitteleuropäische Normalzeit),570 +GenericMappingTools/gmt,Tue Aug 23 2022 09:57:25 GMT+0200 (Mitteleuropäische Sommerzeit),630 +GenericMappingTools/gmt,Thu Apr 13 2023 11:50:55 GMT+0200 (Mitteleuropäische Sommerzeit),690 +GenericMappingTools/gmt,Fri Nov 17 2023 21:39:49 GMT+0100 (Mitteleuropäische Normalzeit),750 +GenericMappingTools/gmt,Wed May 29 2024 11:51:14 GMT+0200 (Mitteleuropäische Sommerzeit),810 +GenericMappingTools/gmt,Sun Dec 01 2024 14:28:14 GMT+0100 (Mitteleuropäische Normalzeit),864 diff --git a/star_history_2024121_pygmt.csv b/star_history_2024121_pygmt.csv new file mode 100755 index 0000000..286eb4f --- /dev/null +++ b/star_history_2024121_pygmt.csv @@ -0,0 +1,17 @@ +Repository,Date,Stars +GenericMappingTools/pygmt,Thu Mar 30 2017 18:55:38 GMT+0200 (Mitteleuropäische Sommerzeit),0 +GenericMappingTools/pygmt,Sat Aug 05 2017 21:04:13 GMT+0200 (Mitteleuropäische Sommerzeit),30 +GenericMappingTools/pygmt,Thu May 24 2018 23:39:25 GMT+0200 (Mitteleuropäische Sommerzeit),90 +GenericMappingTools/pygmt,Fri Jan 11 2019 02:33:14 GMT+0100 (Mitteleuropäische Normalzeit),150 +GenericMappingTools/pygmt,Tue Dec 10 2019 05:45:03 GMT+0100 (Mitteleuropäische Normalzeit),210 +GenericMappingTools/pygmt,Mon May 18 2020 12:13:40 GMT+0200 (Mitteleuropäische Sommerzeit),240 +GenericMappingTools/pygmt,Tue Dec 29 2020 08:31:55 GMT+0100 (Mitteleuropäische Normalzeit),300 +GenericMappingTools/pygmt,Tue Jun 22 2021 04:02:32 GMT+0200 (Mitteleuropäische Sommerzeit),360 +GenericMappingTools/pygmt,Wed Dec 01 2021 22:11:16 GMT+0100 (Mitteleuropäische Normalzeit),420 +GenericMappingTools/pygmt,Sun Mar 06 2022 05:54:30 GMT+0100 (Mitteleuropäische Normalzeit),450 +GenericMappingTools/pygmt,Tue Jul 26 2022 21:12:34 GMT+0200 (Mitteleuropäische Sommerzeit),510 +GenericMappingTools/pygmt,Thu Feb 16 2023 19:01:51 GMT+0100 (Mitteleuropäische Normalzeit),570 +GenericMappingTools/pygmt,Mon Sep 11 2023 19:42:26 GMT+0200 (Mitteleuropäische Sommerzeit),630 +GenericMappingTools/pygmt,Sat Nov 11 2023 20:13:05 GMT+0100 (Mitteleuropäische Normalzeit),660 +GenericMappingTools/pygmt,Sat May 11 2024 02:54:10 GMT+0200 (Mitteleuropäische Sommerzeit),720 +GenericMappingTools/pygmt,Sun Dec 01 2024 11:59:19 GMT+0100 (Mitteleuropäische Normalzeit),769 diff --git a/star_history_20250105_gmtjl.csv b/star_history_20250105_gmtjl.csv new file mode 100755 index 0000000..a2b7865 --- /dev/null +++ b/star_history_20250105_gmtjl.csv @@ -0,0 +1,18 @@ +Repository,Date,Stars +GenericMappingTools/GMT.jl,Thu Feb 25 2016 04:55:51 GMT+0100 (Mitteleuropäische Normalzeit),1 +GenericMappingTools/GMT.jl,Mon Mar 12 2018 16:47:02 GMT+0100 (Mitteleuropäische Normalzeit),14 +GenericMappingTools/GMT.jl,Mon Nov 19 2018 20:54:02 GMT+0100 (Mitteleuropäische Normalzeit),27 +GenericMappingTools/GMT.jl,Wed Jul 10 2019 05:38:53 GMT+0200 (Mitteleuropäische Sommerzeit),40 +GenericMappingTools/GMT.jl,Sat Jan 11 2020 14:44:39 GMT+0100 (Mitteleuropäische Normalzeit),53 +GenericMappingTools/GMT.jl,Tue May 05 2020 01:51:30 GMT+0200 (Mitteleuropäische Sommerzeit),66 +GenericMappingTools/GMT.jl,Sun Nov 01 2020 01:43:27 GMT+0100 (Mitteleuropäische Normalzeit),79 +GenericMappingTools/GMT.jl,Mon Apr 05 2021 13:30:29 GMT+0200 (Mitteleuropäische Sommerzeit),92 +GenericMappingTools/GMT.jl,Sun Sep 26 2021 08:04:30 GMT+0200 (Mitteleuropäische Sommerzeit),105 +GenericMappingTools/GMT.jl,Wed Dec 15 2021 23:23:39 GMT+0100 (Mitteleuropäische Normalzeit),118 +GenericMappingTools/GMT.jl,Tue Mar 08 2022 07:41:23 GMT+0100 (Mitteleuropäische Normalzeit),131 +GenericMappingTools/GMT.jl,Fri Oct 07 2022 09:28:14 GMT+0200 (Mitteleuropäische Sommerzeit),144 +GenericMappingTools/GMT.jl,Tue Jun 27 2023 01:48:17 GMT+0200 (Mitteleuropäische Sommerzeit),157 +GenericMappingTools/GMT.jl,Mon Nov 13 2023 05:20:11 GMT+0100 (Mitteleuropäische Normalzeit),170 +GenericMappingTools/GMT.jl,Thu Mar 14 2024 14:49:09 GMT+0100 (Mitteleuropäische Normalzeit),183 +GenericMappingTools/GMT.jl,Fri Nov 01 2024 19:08:07 GMT+0100 (Mitteleuropäische Normalzeit),196 +GenericMappingTools/GMT.jl,Sun Jan 05 2025 16:59:17 GMT+0100 (Mitteleuropäische Normalzeit),199 From b46752c860f783d1c28766b29acd511c6cabc0d5 Mon Sep 17 00:00:00 2001 From: yvonnefroelich Date: Sun, 5 Jan 2025 19:27:08 +0100 Subject: [PATCH 06/35] Adjust filename --- numpy_datetime.ipynb => pygmt_paper_numpy_datetime.ipynb | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename numpy_datetime.ipynb => pygmt_paper_numpy_datetime.ipynb (100%) diff --git a/numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb similarity index 100% rename from numpy_datetime.ipynb rename to pygmt_paper_numpy_datetime.ipynb From 2150e2a61c007d9da6c95661ca74691103d01749 Mon Sep 17 00:00:00 2001 From: yvonnefroelich Date: Sun, 5 Jan 2025 20:38:41 +0100 Subject: [PATCH 07/35] Reduce resolution of output image in JN --- pygmt_paper_numpy_datetime.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index 2bfca6e..6bca3ee 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -134,7 +134,7 @@ "fig.plot(x=dates_py, y=stars_py, fill=color_py, label=\"PyGMT\", **args_dots)\n", "\n", "fig.legend(position=\"jLT\")\n", - "fig.show()" + "fig.show(dpi=150)" ] } ], From e525ea6e434672a73e0fee84afe953b2f40fc6b8 Mon Sep 17 00:00:00 2001 From: yvonnefroelich Date: Tue, 11 Feb 2025 10:20:17 +0100 Subject: [PATCH 08/35] Fix date in filename --- star_history_2024121_gmt.csv => star_history_20241201_gmt.csv | 0 star_history_2024121_pygmt.csv => star_history_20241201_pygmt.csv | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename star_history_2024121_gmt.csv => star_history_20241201_gmt.csv (100%) rename star_history_2024121_pygmt.csv => star_history_20241201_pygmt.csv (100%) diff --git a/star_history_2024121_gmt.csv b/star_history_20241201_gmt.csv similarity index 100% rename from star_history_2024121_gmt.csv rename to star_history_20241201_gmt.csv diff --git a/star_history_2024121_pygmt.csv b/star_history_20241201_pygmt.csv similarity index 100% rename from star_history_2024121_pygmt.csv rename to star_history_20241201_pygmt.csv From 743478513a4d3c9c6e1e2e2e4683921a65c5d4eb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Wed, 23 Apr 2025 15:14:40 +0200 Subject: [PATCH 09/35] Add plot for aligned time series --- pygmt_paper_numpy_datetime.ipynb | 82 +++++++++++++++++++++++++++++--- 1 file changed, 76 insertions(+), 6 deletions(-) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index 6bca3ee..3e36164 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "code", - "execution_count": 13, + "execution_count": 1, "id": "32fadb57-786d-4979-9e6a-d8a7225063f2", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "" ] @@ -27,6 +27,7 @@ "import numpy as np\n", "import pygmt\n", "\n", + "# -----------------------------------------------------------------------------\n", "# Data retrieved from https://star-history.com/#GenericMappingTools/gmt&Date\n", "# last access 2024-12-01\n", "dates_gmt = np.array(\n", @@ -47,11 +48,12 @@ " \"2023-11-17\",\n", " \"2024-05-29\",\n", " \"2024-12-01\",\n", + " \"2025-04-23\",\n", " ],\n", " dtype=np.datetime64,\n", ")\n", "stars_gmt = np.array(\n", - " [0, 60, 120, 180, 240, 300, 360, 390, 450, 510, 570, 630, 690, 750, 810, 864]\n", + " [0, 60, 120, 180, 240, 300, 360, 390, 450, 510, 570, 630, 690, 750, 810, 864, 884]\n", ")\n", "color_gmt = \"238/86/52\" # GMT red\n", "\n", @@ -76,11 +78,12 @@ " \"2024-03-14\",\n", " \"2024-11-01\",\n", " \"2025-01-05\",\n", + " \"2025-04-23\",\n", " ],\n", " dtype=np.datetime64,\n", ")\n", "stars_jl = np.array(\n", - " [1, 14, 27, 40, 53, 66, 79, 92, 105, 118, 131, 144, 157, 170, 183, 196, 199]\n", + " [1, 14, 27, 40, 53, 66, 79, 92, 105, 118, 131, 144, 157, 170, 183, 196, 199, 205]\n", ")\n", "color_jl = \"170/121/193\" # Julia purple\n", "\n", @@ -104,11 +107,12 @@ " \"2023-11-11\",\n", " \"2024-05-11\",\n", " \"2024-12-01\",\n", + " \"2025-04-23\",\n", " ],\n", " dtype=np.datetime64,\n", ")\n", "stars_py = np.array(\n", - " [0, 30, 90, 150, 210, 240, 300, 360, 420, 450, 510, 570, 630, 660, 720, 769]\n", + " [0, 30, 90, 150, 210, 240, 300, 360, 420, 450, 510, 570, 630, 660, 720, 769, 795]\n", ")\n", "color_py = \"63/124/173\" # Python blue\n", "\n", @@ -117,7 +121,7 @@ "fig = pygmt.Figure()\n", "fig.basemap(\n", " projection=\"X12c/6c\",\n", - " region=[datetime.date(2016, 1, 1), datetime.date(2025, 6, 30), 0, 900],\n", + " region=[datetime.date(2016, 1, 1), datetime.date(2025, 6, 30), 0, 1000],\n", " frame=[\"x+lyear\", \"y+lGitHub stars\"],\n", ")\n", "\n", @@ -136,6 +140,72 @@ "fig.legend(position=\"jLT\")\n", "fig.show(dpi=150)" ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "debc6828-daa4-4bc8-9659-8be3f67889fe", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "metadata": { + "image/png": { + "width": 500 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "# -----------------------------------------------------------------------------\n", + "# Temporal alignment\n", + "\n", + "Ddates_pyjl = dates_py[0] - dates_jl[0] # Julia first on GitHub -> use as reference zero\n", + "Ddates_gmtjl = dates_gmt[0] - dates_jl[0]\n", + "\n", + "dates_py_offset = dates_py - Ddates_pyjl\n", + "dates_gmt_offset = dates_gmt - Ddates_gmtjl\n", + "\n", + "dates_jl_zero_days = dates_jl - dates_jl[0]\n", + "dates_py_zero_days = dates_py_offset - dates_jl[0]\n", + "dates_gmt_zero_days = dates_gmt_offset - dates_jl[0]\n", + "\n", + "dates_jl_zero_years = dates_jl_zero_days.astype(float) / 365 # otherwise only int years\n", + "dates_py_zero_years = dates_py_zero_days.astype(float) / 365 # no consideration of Schaltjahr\n", + "dates_gmt_zero_years = dates_gmt_zero_days.astype(float) / 365\n", + "\n", + "\n", + "# -----------------------------------------------------------------------------\n", + "fig = pygmt.Figure()\n", + "fig.basemap(\n", + " projection=\"X12c/6c\",\n", + " # region=[0, 3700, 0, 1000],\n", + " # frame=[\"x+lDays\", \"y+lGitHub stars\"],\n", + " region=[0, 10, 0, 1000],\n", + " frame=[\"x+lyears on GitHub\", \"y+lGitHub stars\"],\n", + ")\n", + "\n", + "args_dots = {\"style\": \"c0.2c\", \"no_clip\": True}\n", + "args_dots = {\"style\": \"a0.35c\", \"no_clip\": True}\n", + "\n", + "fig.plot(x=dates_gmt_zero_years, y=stars_gmt, pen=color_gmt, no_clip=True)\n", + "fig.plot(x=dates_gmt_zero_years, y=stars_gmt, fill=color_gmt, label=\"GMT\", **args_dots)\n", + "\n", + "fig.plot(x=dates_jl_zero_years, y=stars_jl, pen=color_jl, no_clip=True)\n", + "fig.plot(x=dates_jl_zero_years, y=stars_jl, fill=color_jl, label=\"GMT.jl\", **args_dots)\n", + "\n", + "fig.plot(x=dates_py_zero_years, y=stars_py, pen=color_py, no_clip=True)\n", + "fig.plot(x=dates_py_zero_years, y=stars_py, fill=color_py, label=\"PyGMT\", **args_dots)\n", + "\n", + "fig.legend(position=\"jLT\")\n", + "fig.show(dpi=150)" + ] } ], "metadata": { From 9d3fb0da4c7f24a5f250bcf8f75754364ce5bf7f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Fri, 17 Oct 2025 14:55:18 +0200 Subject: [PATCH 10/35] Update star history data | Reade data from file | Reduce code via loop | Remove codes for temporal aligement --- pygmt_paper_numpy_datetime.ipynb | 188 +++---------------------------- star_history_20241201_gmt.csv | 17 --- star_history_20241201_pygmt.csv | 17 --- star_history_20250105_gmtjl.csv | 18 --- star_history_20251017_gmt.csv | 19 ++++ star_history_20251017_gmtjl.csv | 20 ++++ star_history_20251017_pygmt.csv | 19 ++++ 7 files changed, 75 insertions(+), 223 deletions(-) delete mode 100755 star_history_20241201_gmt.csv delete mode 100755 star_history_20241201_pygmt.csv delete mode 100755 star_history_20250105_gmtjl.csv create mode 100755 star_history_20251017_gmt.csv create mode 100755 star_history_20251017_gmtjl.csv create mode 100755 star_history_20251017_pygmt.csv diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index 3e36164..9c08c26 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -3,12 +3,12 @@ { "cell_type": "code", "execution_count": 1, - "id": "32fadb57-786d-4979-9e6a-d8a7225063f2", + "id": "8b17d288-3caf-476b-9e87-7c949cbdbf82", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "" ] @@ -25,186 +25,32 @@ "import datetime\n", "\n", "import numpy as np\n", + "import pandas as pd\n", "import pygmt\n", "\n", - "# -----------------------------------------------------------------------------\n", - "# Data retrieved from https://star-history.com/#GenericMappingTools/gmt&Date\n", - "# last access 2024-12-01\n", - "dates_gmt = np.array(\n", - " [\n", - " \"2018-08-13\",\n", - " \"2019-01-04\",\n", - " \"2019-03-01\",\n", - " \"2019-07-27\",\n", - " \"2019-11-29\",\n", - " \"2020-03-13\",\n", - " \"2020-07-08\",\n", - " \"2020-09-26\",\n", - " \"2021-03-15\",\n", - " \"2021-09-13\",\n", - " \"2022-02-16\",\n", - " \"2022-08-23\",\n", - " \"2023-04-13\",\n", - " \"2023-11-17\",\n", - " \"2024-05-29\",\n", - " \"2024-12-01\",\n", - " \"2025-04-23\",\n", - " ],\n", - " dtype=np.datetime64,\n", - ")\n", - "stars_gmt = np.array(\n", - " [0, 60, 120, 180, 240, 300, 360, 390, 450, 510, 570, 630, 690, 750, 810, 864, 884]\n", - ")\n", - "color_gmt = \"238/86/52\" # GMT red\n", - "\n", - "# Data retrieved from https://star-history.com/#GenericMappingTools/GMT.jl&Date\n", - "# last access 2025-01-05\n", - "dates_jl = np.array(\n", - " [\n", - " \"2016-02-25\",\n", - " \"2018-03-12\",\n", - " \"2018-11-19\",\n", - " \"2019-07-10\",\n", - " \"2020-01-11\",\n", - " \"2020-05-05\",\n", - " \"2020-11-01\",\n", - " \"2021-04-05\",\n", - " \"2021-09-26\",\n", - " \"2021-12-15\",\n", - " \"2022-03-08\",\n", - " \"2022-09-07\",\n", - " \"2023-06-27\",\n", - " \"2023-11-13\",\n", - " \"2024-03-14\",\n", - " \"2024-11-01\",\n", - " \"2025-01-05\",\n", - " \"2025-04-23\",\n", - " ],\n", - " dtype=np.datetime64,\n", - ")\n", - "stars_jl = np.array(\n", - " [1, 14, 27, 40, 53, 66, 79, 92, 105, 118, 131, 144, 157, 170, 183, 196, 199, 205]\n", - ")\n", - "color_jl = \"170/121/193\" # Julia purple\n", - "\n", - "# Data retrieved from https://star-history.com/#GenericMappingTools/pygmt&Date\n", - "# last access 2024-12-01\n", - "dates_py = np.array(\n", - " [\n", - " \"2017-03-30\",\n", - " \"2017-08-05\",\n", - " \"2018-05-24\",\n", - " \"2019-01-11\",\n", - " \"2019-12-10\",\n", - " \"2020-05-18\",\n", - " \"2020-12-29\",\n", - " \"2021-06-22\",\n", - " \"2021-12-01\",\n", - " \"2022-03-06\",\n", - " \"2022-07-26\",\n", - " \"2023-02-16\",\n", - " \"2023-09-11\",\n", - " \"2023-11-11\",\n", - " \"2024-05-11\",\n", - " \"2024-12-01\",\n", - " \"2025-04-23\",\n", - " ],\n", - " dtype=np.datetime64,\n", - ")\n", - "stars_py = np.array(\n", - " [0, 30, 90, 150, 210, 240, 300, 360, 420, 450, 510, 570, 630, 660, 720, 769, 795]\n", - ")\n", - "color_py = \"63/124/173\" # Python blue\n", - "\n", - "\n", - "# -----------------------------------------------------------------------------\n", "fig = pygmt.Figure()\n", - "fig.basemap(\n", - " projection=\"X12c/6c\",\n", - " region=[datetime.date(2016, 1, 1), datetime.date(2025, 6, 30), 0, 1000],\n", - " frame=[\"x+lyear\", \"y+lGitHub stars\"],\n", - ")\n", - "\n", - "args_dots = {\"style\": \"c0.2c\", \"no_clip\": True}\n", - "args_dots = {\"style\": \"a0.35c\", \"no_clip\": True}\n", - "\n", - "fig.plot(x=dates_gmt, y=stars_gmt, pen=color_gmt, no_clip=True)\n", - "fig.plot(x=dates_gmt, y=stars_gmt, fill=color_gmt, label=\"GMT\", **args_dots)\n", - "\n", - "fig.plot(x=dates_jl, y=stars_jl, pen=color_jl, no_clip=True)\n", - "fig.plot(x=dates_jl, y=stars_jl, fill=color_jl, label=\"GMT.jl\", **args_dots)\n", - "\n", - "fig.plot(x=dates_py, y=stars_py, pen=color_py, no_clip=True)\n", - "fig.plot(x=dates_py, y=stars_py, fill=color_py, label=\"PyGMT\", **args_dots)\n", - "\n", - "fig.legend(position=\"jLT\")\n", - "fig.show(dpi=150)" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "debc6828-daa4-4bc8-9659-8be3f67889fe", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAysAAAGpCAIAAAAC0j7xAAAACXBIWXMAABcSAAAXEgFnn9JSAAAAHXRFWHRTb2Z0d2FyZQBHUEwgR2hvc3RzY3JpcHQgOS4yMcb0+xQAACAASURBVHic7d1vbFzZmef3U26T/Uds2VKrPbtgyS92pw13s4TAWVsiMwuTWhIBdj0vZpS6RbmzSLCbAANn34izCVY9cK8oaMYiMlirX2TWu28ywCKxpbqVnkUwEwM77Ig9iV2UhWAGEdWedO8GGYvMZlpq9VhW2+3qbldePNLpo/vn3HNv3bp17+X388Igq24VL0lL+vV5nvOcxnA4VAAAACjQJyZ9A0op1Wg0PM8LPOj7vud5jUZDnvV9P69nAQAAJqsx8TUw3/c7nU673Q7kpEajoZRqt9vyaa/X63a7OqiN8iwAAMBkfXKCX1siUa/Xi3sqEKr0p6M8CwAAMHGTXAPTkajX6wXWwGQRy7w3z/N6vZ48MsqzAAAAEzfJNTAduSQzBegaYqRRnrX4zd/8zW63Kx8vLCxkexMAALCf7e7u3rp1SynV6XS++c1vRl4zyQSWgb2tPu2zvu/rvCX+8A//8P3335ePI8ujAAAAjrrdbk0SWL663S4xCwAAFK8U0ygmxff94aNmZ2cnfVMAAKD+KrYG1ul0xvSsWFhY0KtidO4DAIAMZAugsvaUV2wNzD5RYpRnAQAAClPSBNZutwMdWjKxYvRnAQAAJq6kCUwqhnrVSj7QZcRRngUAAJi4kvaBeZ7X7XY7nY4eFdZut81QlflZAACAiStFAovsefc8bzgcSnIKT/ka5VkAAIDJKkUCs7Dnp1Gezd39S2en51emF1aK/KIAAKCKStoHVlGD7c1J3wIAAKiAsq+BVcgH269N+hYAAEA1kMDycf/SWflg0N/MqxBp7h7odDqBzQT6UMvIYqv5bPj4y/DFudwwAABwRALL2WA7hwSmZ+lqMtLMzGH2Qy3NZzn+EgCAsqEPLB+6BDl6LVLiV7vd7na7+sBKSVGRU80iB22YkStw/KVSqt1uBx4BAABFIoHlQJcgxaCfvR/f932JX77vm9FKhpypUN6KnPUvVUWOAQAAoLSoQqYTCFuRBtubkZsiZ9Y2El9rae3yPC8yVIUrjN1ul/gFAECZkcDSmZ5fee+Vl+zXRBYiD5y56PL+9iMsw8nM9/1Go+F5nvkU52ACAFByVCHTmV5YOXTl+tT8svtLpuaXD125Pr5JrYGwJVGM7Y0AAJQZCSyLmbUNxxA2Nb/sUny08Dyv8ajABZ1OxyxEUoIEAKD8qEJmNLO2MehvWiqSU/PLuRxSFNj/GO76kt58XYikBAkAQPmRwLKTdBUXwjLHr0DG8jxP73+MHDyhjEIkJUgAACqBKuRILAdBZjsjUrJU2gilC5GUIAEAqAQS2Egs81ezjWaVmmPkIUIyKizyVboQyex7AAAqgQSWXWDy6tT8cqA9P8NoVpm82uv1ZMaEPCjTWTudjmV9K1CIBAAAZUYCy86sMx44c3FmbWNmbcOc+5WtEKnH30sOazQaemHMkq6kEEkJEgCASqATPzupMwbmTUwvrEwvrNy/dPaD7dcynxHped5wOPR9X6KYeSC3PsYxkMbkJeYjcXGNgyABAJg4ElhGUmE8cOZi5IbHmbUNCWGjfAlzFyQAAKgTqpDZxcUvIRXJUU7pBgAAdcUaWEbh7HXrxm2l1NFjz1quAQAAUKyB5Wj3xu3dG7cnfRcAAKACWAPLze7OnUnfAgAAqAYSWD76335DPrh147ZZiByF2YZvbocUeqdk5J5H81n9cRzLO8hT8qWZNAagYPcvnVVKmfvNgdoggeVsN48EFp5uL7O+zBwmg1vj3sF81n6lyzswah/ApIy4qRwoLfrA8qFLkKPXIiV+tdvtbrc7fEjykIxmDV8fftDMTL7vDw1KqXa7HXgkzD6CHwAKIPGLTeWoJRJYDm492oB/a4R+fDn8sd1uy0lE+nE9KD+QtyJDkpQLR8xPnudRdgQwQVKCVFnPFwFKjirkA41Gw+Uy3e9lEbcpcuHFFxJfa2nt8jwvMlSFS4Tdbnf05SuzDwwAJohCJGqJBPaARJZ+v7+3t2e/MrHOGHnB/Fefd7kN+9mO4Tzk+76c4W0+lcsBkdm6xwAgL2bwGvQ3mbCImqEK+YDsGVxYWLBftvDiC/Nffb7ZOuL+zs3WkfmvPp/XBsmwQNiSKMbaFYBK0yVIQSES9cMaWGpHjz179Niz/W+/4dJ032wdcSk+WoT3RQZ65zudjtmhn0sJEgAyuH/pbIbJES6n6H6w/dq7q18KP37oyvW0Xw4oCdbAMpLFMPs18199fsT4pR7uSdTCF0hvvu7Qp3QIYCJcglSkmbWNqfnltK+aml8mfqHSSGDZHT32rKUcmbnyGIhQ0uMl4l6ikxklSACTFageOppZ2zhw5qL79QfOXGRMK6qOBDYu2c6IlCyVNkJ1Oh3JbZQgAUzKiDsWpxdWDl25nrgYNjW/fODMRbryUQMksJHkfhakdHRFHiIko8IiX6ULkZQgAUyEXvrKnMMG/c3E9bOp+eWZtQ3iF+qBBJZdYPJqs3XELEpmC2cyebXX68mMCXlQprPah9QHCpHZvrT5RQEgm1SFyPuXzt6/dPbd1S+998pL8kiqciRQXeyFzM6sM+qur1s3bm9/54fyYP/bb2ToxJcQJoVFPSdWDimSkBT5KtkRSQkSwESkWvqSiCYvkbKj2VOfrZMMqBwSWHayytVsHWkee1Y33csHuzduj1Kg9DxvOBzKVHqllHkgtx5FEVjrkpeYj8QthsUdBGlZPIt7CYD9ZpTJEY891/rorR31MHXFtXNZ3p/h+KgTElhGUoKMHPeVamCYhed51AQBlMrM2ka2qROPPdf6xDO/9MRX/lN7F1fgEG6pSA62N/VXzDZyDCghElh29nkTCy++cOvG7Vs3bo9vGv6YyNpbLkcbAaifmbWNQX9Tt20leuy51sHf/n3Hi/Xse2m6l4+nF1YyDxsDSotO/IyOGpVHsbWzu7Wza7+mEvSJkOaofQDQHCdHKKWm5pfd45d6WGcMj/vSA8PIYagN1sByc3VnTym11GpO+kZGxUBXAC7si2FT88vT8yupJkcM+puWV00vrMhiGIVI1AMJLDev39yb9C0AQKHsB2anHdwlGct+DdkLtUEVMh+B+iMA1JsM8frFO38ZdwHlQsCONbB8SAlSKXXu8rXzp09kfh89gSL8eNq3MvdRmvMsAl8o8p0Dz8bd1Si3B6CipCleTgcabG/KgIlIg/4m8+uBOCSwfORVgtRd8AGNRkMmsrq8Sfh4ItnYaOawuC8U+az9YgD7xKC/KWVHPcrLbAKT3YvmpsXBNgkMiEUVMgdmCTKXKNZut4cGmQrhuDNR4pfM0NfvIBEq8h0iU10gb/m+b95P+A6zfJMAqkMObXzvlZem51f0yYzm7C69e3FmbUPvkaQQCViwBpbOucvXMl+TuTop50L2ej35wH6lxK/wxHw56cjzPPOpyIlfckG73WbdC4Cse0nZ0Tw7SD1swzcHdwlzjySFSCAOCSy1xFWuyAsW52ZH/9LSjNXtdsMBS9KVpbXL87zIvBWOWd1ul1msACzZS8hTkZsT9eQICpFAHBJYOudPn9ja2V2/8oNUr1pfPZ7LnDApI/Z6PXMpS9a9lFF/jHt5OJn5vt9oNAILY0zDB2pDUlSGCQ663T4yewnLU4LJEYAFCSy1pVZzXamrO3suLV+Lc7MnW7OjxC99RpCK6dmyrHu5CIQtvfmRIymBGjBPVHTkkr0AjI4ElsVSq7nUap67fM0ewhbnZrP1fvV6vUajYT4iOxn1x2bp0L5kFd4XGWic73Q6Zoc+JUigTiR+OTZjmWMmKB0C40YCy+786ROWEDZK5TFyXUrrdDq6EClPWbZJBp4Kd33JWpcuRFKCBOonsRmL7AUUjwQ2Lld39kYsPsY9ZdYHpQRpPhLIWJ7n6WfjCos6cukSZMabBlAm9y+dlQ8shUiyFzApzAOrJF2IDCxZycdpI5QsqilKkEB9mbO79CMS0WSUF/GrujgWr6JIYCMxS5CBeRNjPahbaovSK2bWGeXjuHON4uZ76UIkA8CAOjGXvswjtCPHq6KiMmzPR0lQhczOnLyqm+7NzrARz4i00PXEdrtt1hb15NVGo6HnsurdlJYhq4FCJIAKeXf1S4nXfLD9Wviy9155KdusCpSHnEq8tbOby8wjFKm8a2AyEKHxUCAZmM8GxlklPpu79dXjOmmdP31iffX4WL+ciCsX6rmssqGy0WjohTHLz0EKkZQggSo6dOW6PggoFX2UEKpL/ptfchiqpaRrYL7vdzqddrutM4F8qjOEpArzWfPgavuzeXn95l7kuK9UA8MC0obFuPH3w+FQlr6UUuaB3HoURXiqfmBKheVOOAgSKJvAkdiJ4mbZo1p0B9hY+14wJiVNYOEpo41GQ1fQJE+YoarRaOhP7c/m5dzla5ZxX3pg2PgKkYlLVuYuSAC1J6cxuoxgJX7Vhrn0RSGyckqawMLtSmYPU3hAvPuzeXHJVeNuArOMAQOwD+nTGC0hjKkTdWIufY04AgnFK2kCk8xkno0TOXbB8vLx3t9ESZoM9OADgJieX4lLYFPzy8SvKjI3fsV5/eZe5GUjnoyH8SlpApPsJb1f6mHmSFzysTfdRzbsBwY39Pv97DddFNqwAERyrEKick62Zl16i8MXLM4Rv8qrpAlM09XDcSz56BOvAaDq9HT7qfnluBBGOJu4bN1ajocRB4xyOB4KUNJpFDIdtNvtDofD4XAoUSn3BOb7/vBR9S5fAqil+5fOyqyvQ1euz6xtmDFLjhsKXFz0/cEwyvRU92lHi3OzxK/yK2MCk+nt5qKX53nSGWYPYfYyJX3rAGpm0N+U7KUne5kBSx83lHlgGPIlwyNcmrriLLWa66vHA0ewBMg+feJX+ZWxChl3qI4cwmNhz2f0rQOoDd3yFbm3MTxvQg8MoxA5QaPPTZX0ZqlFWsYkoWzKmMAiw5bkJz1qNdC/Ze6UtD8LAJWms9fU/PKhK9cDz8rjkeO+9MCw+5fOMg9sIiQ5ZZieqoOXrH6trx6Pq2YymrVCyliFVA9TlF61CtQlJYeZNUplFBntzwJAdcmJ2uphy1f4AvtBQ9MLKzNrG9PzDKSYAD2/XjkXImWs99LLrz54hwunzp8+cf70CftamvmFUGZlXANTD6dRyMmG8ki73dYpyjx/Wj9rRi7LswBQRXqro32kqsu4L0aCTYR7CTKw4rV14VTgAnOhS65hNGsVlTSBqYdHEukVrECEknMM5cHwDDD7swAwKRkqgFI6VIyzr4itnd3IsGWGpMjpqTdvvfOZg0+9sXs3Lnjp99cf664v+aKZq5yYiPImMGHPT6M8CwAFG/TTjUs1W77o3KoQlwwUec1nDj4VF7w0He/MeROBgWGcEVkJJe0DA4D6kaUsx4lciS1fKKelVnPrwin7wIgwmeD1z39jyf3icMbSA8NG33SJApR9DQwAasNxAUy3fIW3OqIqzp8+sbWz6zh/Ne0ICcvFS63mVqtJM34lkMAAoFCWHDbob773ykuJ7faohKVWc12pxPMc0w6vd8lqlCArgQQGAEUwi4/hfnz7hFVUlCShm7feuXPv/cgLEru+UGMkMACYJPuEVVSXuT8RCCOBAUCe9PCIALP4+MH2a7Ik9uGbN4Z3324c/oyc2zjob7IAVgN6T6K0zFu6wc5dvsYhQvsWCQwA8pfYdG9eMLz7tqyBEb8qTS96mXsVA3O/FudmWRWDIIEBQJ6mF1amF1ZkP6P7q5j4VWmR2UuYeUueMvdIksb2MxIYAORPjsGWgV52U/PL0/MrrH5VlHmCULitXk+FWJybPdmalWQmAyN0pZJC5L5FAgOAsXBZDGPpa1IkOY0SfSRC2U8QksmokeO+Ug0MQy2RwABgjKbnV+ISGPGriiwFx0iWa/TAsPzvElVAAgOAsdBjJuIuSNUohnxlaMBKm72UwxqbnOeY9k5QDyQwAMiZOeJran7ZPgSfDrDi6f2Jjj1Y5nQJZqgiLyQwAMhNeLxq4BzuQCAbbJPASk03e6U9OwhIRAIDgBzEjbbXecvs+tLt+RQiJ0KXIONqkRkKjkBaJDAAGInlWCG9ABZoup9Z29AhjEJkwQIjUgOFSPt0CSBHJDAAyMjlSMe4cV96YBiFyPFZevnVxGtev7kXeRkzujBun5j0DQBA9Qz6m/cvnZWBq4euXLcMlZhZ24gLWNMLKxzFPVZbF07JvK5UWP1CMVgDA4AUXNa9NJdxX4wEG6vzp0/onYwuIqenAuNAAgOwv2Tuu0qVvVAejtPnzYODgAKQwADsI9IanzaBkb2qLnAUYxhLXygeCQzA/pJqAATZq05u3non7qmTrdTtYsCISGAA9hGJX/cvnU3sviJ71YnM97JccHVnj/ojCkYCA7BfDPqbjpeRvepEz7W/c+/9uGsyHBMJjIhpFAD2i8H2gwQWV4h0nzGBSjh3+ZrM+gpPl1hfPb6+etx8ZGtnt7g7A1gDA7B/mMErXIiUIfWse9WDLjuGzxQym+7N9nwKkSgYCeyBRqMx6VsAkI/AYdiJl3345o3h3bcbhz8j8+vHeWsogi47mtsbJWaF9zzqgWEUIlGwHBKY7/vdbld/PPobTkS73VZK9fv9vT3+EAKVl7jhMXzB8O7bY7sdFERnr0DZcWtn1zLuSw8M29rZZRkMhWkMh0P3qyVs9Xq9drstYcv3/U6nY17T7XY9z8v5NovieV6v15OPU/1kAJSKHLmY6iWBw7NRLbrsyFRVlIGOEzovhaVbA5P4FXhEPVxAUkr1er1KJzAA9TC9sDK9sCKtXS7XHzhzkeOxqyuy7AiUXIoEpgOdzli+78sjOt81Go1er+f7PiEMwMTNrG0kLoax9FUq5y5fS5Wi4sqOQPmlnkbRbrd1ugosgOmPdVsYAEzW9MLK43/vxbhniV9l8/rNPcepEFs7u+cuX1NKra8eZ+kLVZS6Ez/Q9QUApaVnq076RuBEEpXLVAjKjqiB1Gtg5vqWlCDJZADKxpytOjW/HHcZ4ayE7FMhzCGrxC9UWvZpFLr3i5YvAOWhu+/1bNV3V79kXjA1v2wGr0F/kx78ktDZK3IqhGXIKlBFKRJYp9Pp9Xq9Xk8il95mqS/QrfrVnQoGoLr0UHtzY6N5FqQMXA3skRxsk8BKQUqQIlyIpOyI+km3F7LdbksI0w+auyDlAzOTAUABIrOX0GdBmk335h5JCpElZBYi2e2IukpXhfR93xzKGu4As0weA4DcWbKXkIAVftYcGEYhski6mBgQaP86d/na7R//9O17P1NKvdA8JI8wbRV1kroPzPO8yMYvJsgDKIze5GjJXsI+b0IWwyhEFmmp1by6k3wIo3nBnXvvq913F+eIX6gVTuYGUCVm9pJGe7vEcV+yGJbT3cGJPofR/SV0gKF+Ukyj8Dyv0Wiw8xHARJgDJg5duc4k1UpbajW3LpxanJtNvHJxbpaZq6gl1sAAFOH+pbPKYUXK8lr3dS+UU7iR6/zpE9JoH/cSlr5QYynWwKTFXo59HNv9AKinbFsO7186q6d5se5Vda/f3Av34J8/fcKyEkb8Qo2lWwPrdrvdbrfT6bDnEYA7GcqVKoQlbnJEtci4r8jlrsSufKCW0q2B6SOJer1eI954bhVAVemhXFJPtNPrXgfOXJxZ2yB+1dvvfff/tDxrjmkFaibFGpiMARvfrQDYz9wHTKCK9ELXucvXdG0x3AQmFUlWxbAfpEhglB0BZKPrj5GFSLJX7UUuZQUeNJvudTIjiqHGUlQhASCDQOXR/DQ8YIL4VXsSqiR+nWw96MEPzJs4f/rE+upx+ZhCJOoq/2kUnud1Oh3GhgH7kN63aPHB9msul6GKHOesLr38qnygl7jWr/xgcWfPDGFLreZWq0n8Qo3lvAbmeV6v19MN+wD2lUNXrk/NL6d9lf3gIFTIUqu5vnrcZc5qQNzMVaZRoMZSn8xNPz4ACzlpUQqLLmj8qpmlVnOp1bTPWTUtzs3az9smhKGu0iWwTqeTeA2jwoB9ThKVNNdbLmPpq8YcT35k5D32s3TnQsoH3W53OBxKqbHdbg+HQ/m03W4rtkwCUGp6YWVmbcNSkSR+1V7iyY+c9oh9LnUfWLvdligm/6srkp7nSfaiBx+A+PDNG5O+BUySvRZpqTwC+8FInfiy6BV4hIMjAZjnOWIfOnf5mt7waLmmmJsByil1AnNpBWMvJLBvyYgvpdSBMxeHd9+OuyzbQd0ov62dXYlW66vH9bgvAGGpE1g4XY2v7Oh5nj5rMvBVfN/Xz+oCqOOzAMbBHK86s7ahz4JUSsmw+wNnLpqdYXJcN2pDspd0358/fWKp1by683EJcnFuduvCKT1nVTHvHvte6omsUmSUPNTpdMY3mUJGi+lCZ6/XM7OULMXpZzudTrfb1SnN/iyA3N2/dFaOFTp05XrgKbPpfnphRa5USg22N5lDUQ9bO7tXd/Zev7knMUs//vHA1dXj0vW11GquKyUXq0fPiAT2nWEaOtPoLZD6UyGfymbJUchbme8jj8Q9a96S/VnHbzDtTwbYt37+/T++2/niT775T37+/T82H7/b+eLdzhcDD5ovudv5YlH3iHG5euPWP/3O9uLX/6d/+p3t8FPy+NUbt8IvjHsVUA/hvBSWZR6Yue7V7XYDK2F6s+TozPcx+8/ky5nPyg4Al2cB5EWfqB2eqnr/0lnLvAk9MGzQZxmswmSrY2DdS7u6s2cZ9+U4MAyosXQJzPO8QFuV53ndblcPys9rHKtZfzS/tP40vA3TZH8WwOgsZUelVOKsr+mFFbJXdenspcuLYYnlRTn5cQx3B1RDlpO5A0tcgWyUI2kFk49dsp296T6yYT+wsaDf72e9WWC/sGcv1JtL9gLgIsVeSGnAt8cgl2sc6UU1IZ34o78tAC3tyK5Bf1NecuDMRSbaV1e2QVx6xJfMsid+ASNKsQamS42WJORyjbtAudPchpmL8OqdueoG1JsMg3DsxLK0fKFyXr+5t7Wz6x6hpGGLdS8gX8kJLJx4ilmLCvRySb+/faiEfVqsyyxZYP+QeV0uIyEoO9aJLIBd3dlzyVJ6zATZC8hdcgILrAlNaonIJfbZr6GICZhcptLr7MXSV80kTkONG/EFIC9ZOvHtctkOGZ4foWfARj5r7p20PwtAGfPo43KYlB2VUmSvmtHZK64QSfYCipHciR8YL5Y42jSXNnxJWnrVyvd9SVFmDtPPmg8mPgtAPSxBCjnG0WQeLkT8qhOzB988Msi8QGZ0bV04xbR6YKxSrIFJiCkmysiYsU6n02g05BFzaS3yWTNyWZ4FoOKXvmj52j8ChUj7eFUAuWsMH54sVE56BSsyQsmDcatu9mfjXqIrmCX/yQAu9CGMGViG2qPkJE5le61lkD0ARzpOWFqzcugDM+ea5lKCDLz5mJ4F9oOZtY1sIYz4VWnnT5/IFsKIX0Bh0iUwCVvSkiX5xvd9sy7ZaDTsAyMAFGxmbWPQ35S+Lkd039eAHLwoPfWOL2HkBFCkFDPxlTFw1XxEGZPr9SMAymN6YeXQletT88uJV0oHGPGrHpZazfOnTyzOzSZeKe1fxC+gSCkSmC5qdrtdvQAmj/gPKaVkcv147hZAdjNrG/YQxllDtXT+9In11eOWC6g8AhORbg1MPbqvUC+Amc8qlsGAsrIErKn5ZZa+auzIwSfiniJ+ARORuhOfwVpAdYVHf2mZt0yizFxawVKdEQkgL6nXwMz1LSlBksmA8hv0N+9fOvvhmzcs11jyGapIj1e1t4JFjmYFMG6pE5hmzkfN6WYAjIWecf/Jzx3TD8ppjy7t+aicc5evLb38qlJqffV4oMi4ODe7vnrczGSZJ4cBGEW6mfi9Xq/X60nk0qPG9AW6VZ9OfKA8ZGVLBky8u/oleVCP+5peWNEDwyhE1oAebW+OltAZSzfdL7Wa5sAwCpFA8VIkMM/z5NBrcyCFDlvmEUA53h+AzGQMmA5busgYGPdlDgy7f+ks2yErKjJ7KeMsyMDj5sCwqzt7JDCgYKknsppDWcMdYJbp+wCKJCtbgbAVN+l+emFFFsMKvEHkZmtnd/3KD8LZS4ubN7HUaspi2PjvEUBQ6r2QnudFNn5xiiJQEnrpK3C69vT8in3ehBxhNOa7Q570IpZ9nL193oQsho3h7gDY5HAuJIDyiFz6Ei7jvihBVoXOXjLO3nKly7gvSpBA8UhgQKkN+pvKLTwN+puD7U3FqY7Vka3/3T17ASgzEhhQahKqEhOVLH3FtXmhnNav/GBxZy/VSHrdbk/2AqqOBAaUmsuECHPexPjvCPlI23pF9gJqJvtEVgDjJiVIFT+tftDflBFfM2sbxK9qkUn0LtNQLeNVAVQXa2BAeUkJMo6l6R7l5zINNW7EF4AaIIEB5aVLkIFaZNy8CVSFWYKMnIZK9gJqb6QEJoPBOp0OR0MCudMlSKGn1bP0VQPmYdiBQqRsdVShEfYAaiZLAtPnPwrzgEgG4gMZOM5Bvff1f/CLd95WSj32XGuw/WD2BJsfy0zHqYBA6pKp9Ld//NO37/3szr33jxx8Yu7oM5wUBNRb6lOJwicRCclhnucRwoC0pudX5FhGC7MQ+dHdtz96a0cpNTW/PN47w2iWWk2Z3WW/LHDBnXvvK6VOtmbHeGcAJi3dXkgdv9rt9vBRsgbW6/WoSAJpTS+sHDhzMVWcmppfPnDmIgtg5Xf+9In11eOpXiLHOLIABtRbigSmo1W32w0vdMmJ3UqpXq/HMhiQ1vTCyszahmMIk8mr9IFVxVKrub56fHHOaU2LkRPAPpF6Hli73Y5b5fI8T1bCJIoBSGtmbePAmYv2a1j6qqKlVvP86RP2EMbOR2BfYSIrUC7TCyuWGRNT88ssfVWXPYRReQT2FRIYUC56zD1qydKVn/acIgCVlmIvZKfTMYdQ2K/Mej8T02g0Jn0L2O8G/c3B9uYH26899lxLtjqGuRwTidKSqRNxGD8B7Cvpak13wgAAIABJREFUOvHb7bZlt6PMCbM0ipWZuaMTKN79S2dlIMWhK9fN+DU1vxxozw9MakUlbO3sLr386s1b75gPLs7NmkVJlzMiAdSGbQ1Mb28M6PV6jUYjEFYcl8cABOgjhmTMvTmdVfY86mseXL+9SStYtWzt7K5f+cH66nE9G2xxbvZka1ZWvOQAIn0ly2DAPmFLYN1u15Kr4p4iigGOdNkxfMTQ1Pzy9PyKfnB6YUXC2Qfbr1GIrBYJWLLJcf3KD9TDcV/6gvOnT0hEUxQigf3ElsCq2M4FVIXEqfDp2vJg5LyJmbUNedWgzzJYBegjibYunFIPm8Ai500stZpbraa5GAag9mwJzPO8KnZ0ASUXKDsGnrIfuT2ztkEfWCXIspa53HWy9XHlMdL50yfsrfoA6iTLydwAsrGUHYXLyharX+VnVh71gy7lRabhA/tHigQW15gfeWXW+wGqIUMdMK7siKpwbJOXdSypPAJAnBQJzN6YD+wrg+3Nwfam4+lAlrIjqkJylT2BhSuPABAn5yok87SwT8hqVuJliWVHVIi9TT6y8ggAcVJMZPV9fxiv2+3KvFZ2UKL2ZGRX4lQIc8gq8avqJH7Fdcpb9jkCQKTczoX0PM/3/Xa7TQLD/mFOTzXpsx0PnLnoWKlEmVlObNza2ZX4xbnaAFIZy15ISWPjeGegDCyrX5Qda0nGeqlQIZLGLwCZMY0CSMdc9wpEMXY71pUZvM5dviZ5i8YvAKMggQHRZDUr8TIJZL945y9/8c7bSqnHnmvJgxQfq8hxIOp/9S+vvn3vZ0qpxbnZqzt7skJmn7YKAAF5JjDf9xlXgdqYXliReqL9ssAFH919+6O3dly2SaKcEs8FMi/QHy/OzY7xngDUUYpOfM/zGla6B58mMNTDzNpGhixF9311nT99Yn31eNpXSR8YC2AAUsltL6TmODcfqISZtY0DZy46XiwdYDTgV9pSq7l14ZT7mtb66nHa8AFkkKIK6TJmgtUv1M/0wsr0wop02Vsum5pfZumrEnQrvcX50ydkn6PlGrZAAhhFigTmeZ7neeO7FaDMZtY2LCGM2RMV8vrNPZcQttRqrisVF8KIXwBGlH8VEqirD9+8MelbwKgss1XDV3a/92/HejMA9jOmUQDJEkuQg+1N1sAqQSZHJG54lFlfRw4+EXdB4jsAgJ0tgfm+n62tnm4w1IaeCvb433vx5//Lt/XjU/PLZiZLHFqBktDJKa4QKdlrcW5268KppZdfNZ9anJs1g9fWzi77HwFkZktg3W6X+V7Yz/SMe2kC04/rpntzbWzQZxms7OwlSH3EkIy5Ny9enJuVgauSz+TBqzt7JDAAmVGFBCLopS/dYq+Tltl0b7bnU4gsP328o3q0jLi1s3t1Zy9wxJC+2Gy6N/dIUogEMIqEKmTk457n9Xq9drtNtRG1ZC59ySOD/qaKmTcxs7Yx6G++98pLFCLLQxJV+PFAZpIziG7eeufOvfePHHxCHzEkeUsuDh/7uNRqbj1cDKMQCSAz1sCAj4WXvh48vr1pGfelB4YVdJdIstRqypqW/TLzgjv33pf2r5OtB7NY7fMmZDGMQiSAzEhgwAPhpS/NZdQq41hLxWWkakAgcrkMDCN+AciMBAYoKSPKmUKTvhfkxiwXJl4crjYCwFhVYyJro9EIjOP3fV+fFO55XqAjzf4sau/+pbPSueV48XuvvMRx2nWVeNj2g8ETxC8AxarAGljkUUhySGW73dafdrtdfaX9WdSeNMUn7kxk6WufWGo1F+PbwjhcCMBElD2Byb7L8INKKTNUNRoN/an9WdSerH4ljLDvbw62Nz/Yfo3zHPeDrZ1dSyGS/YwAJqLUVUjf92XsReBxyWRmomq32zqo2Z9F7clmRvUwioVJ2VEpdejKdeJX7Z27fM3ejx85twIAxq3UCazT6cRNHQvHMvdnUW8fD6nfDiawQX9TZkbQ9bUfbO3syrFCi3Oz5uPrq8fNRxisCmAiRjoXMq6ul0vnu7y5dHS5v8TypWnJ3w/Mda9AIdIybAL1I1sgZYejPt5Rz5sInC9EIRJA8bKfCznWup4euz/W5q3IJjNUWmDdS85qjJuzilrSA/G3LpxSxlmQ4XFfemAYg1UBFK+Mnfi6/WvcS1bhBbZ+v7+3R0miAmQbY+Jl773yknnZB9uvyeZHlsHqylz6kkckjUWO+0o1MAwA8pXlXMhx06XPwAKY53mdTseyKmYvWYaf9Twv/CVYFasEfRBQ2tMYiV91pZe+AmHrZMt2uJB6uBg29vsDgEeVcQ1MBJKQ/tSSwOwlS6ZR1M/M2kaqEEYVsq5kHSvyJEeX8iIlSADFS7EXUgbN2xfGXK5x+ULDRyml2u32cDiUdw5PlzCHVtifRUXFjZaYWds4cOZi4stl7CrxqyrcF6W2dnbPXb6mlFpfPc5sVQAVkiKBSWO+fXekyzWjk3qiXtMK7Jq0P4squn/pbHi0hDa9sHLoyvWp+eW4C5g9US3uJ2rrWV/nT59gHQtAtSRXIcPFu4mX8zzP63a7nU6n0WjII+auSfuzqKjEUuMv3vnLYu4E4/ZgJ6N1QkRc1xcAVEVyAovrxyqSFCJNnucNh0PJVeGip/1ZVI7Er/uXzsYtZd2/dPajt3biXj7Y3qT+WCGyM9EyIcLS9QUAVZF/J34BUyS0xKa0Ym4DYxXXAaafHWxv2hfA0u6XxATpDrC4CRG664ulLwCVltwHptvhpZldOuItyD3Il+4ACwcpfcLjJ575Jf2gNN0H2vPtMQ7lYZ7SGOjH16cM0fUFoAZSdOLLKY20tKNgZvCSUx1V6IRHfY0e9xVoz7c08qNUzKUvM41J0z0bHgHURooqZHh+KZAjna4SL/vwzRvDu283Dn/mk587Ntje1OkqPO5LDwyjEFk2Uky0e/3m3rnL127/+Kdv7L575OATi3OzV3f2ru7snWzNsgYGoOrKO5EV+1BiTjIvGN59Wz5tHP7MY8+1Dv7270e+ZGZtQ58LifI42Zp1GTmhl8Tu3HtfPl6cmx3vnQFAIWxVSM/zGo2GnumgP01UyJ2jbhxnqwZMzS9/+lt/FBe/xPTCCvPAymap1VxfPZ42Tsn+RxbAANRAij4wYNwSZ6sGMGq10pZazfOnT7iHMJrAANSJrQoZaLqnBx/FkLqhbHKMwwHbtSEHY9srkotzs/R+AagZWwILtN7TiY/CSEN9XAgjftXMUqu51WrKpIkwJq8CqCWqkAAmz2VrJADUCXshUVLv/9H/GPcUoyXqRE54vHnrnbgL4objA0Clua6BBUqQ7IXEWA36m4FzHgPt+cy4rweZs6qUmjv6jPl4oD2fFTIA9ZO8Bub7frfbdT+QWw4vAjILtOFPzS9Pz69ML6zIbNUH13DYdsVJ9/3i3Kyc8KibwHTTfWJ7PgBUWkIC831fb4EMRys5hNuMaN1ul259jELi12PPtWQNzGy6N/dIUoistHOXr71+c0+frq2XuMym+6VWc12pqzt7r9/coxAJoH4SqpDdbld/EHfktud5EsIUEyswGglYB85clPgVHvdlDgyjEFlF5y5fk+WurQunAtMlwuO+zIFhFCIB1Iwtgfm+776y5XmeLJKxBoZsdPyaXliZml8+dOV6XJ1Rpudz0FC1bO3sSoqKHKyq18PCzp8+sb56fOz3BwDFslUhZVmr3W47hirf9xuNhnvHGKBJj5c+Wjtx3Nf0wgp9YBUiZce4yV6J476WWk3GsQKomZzngbEMhgzuXzqrlNLxC3WytbMrZUfOFAIAk20NTFazIlu7JGnR9QUX765+6dCV63HPSvxixn1VnLt8zT1IBTruAQBaxomscV35QID0y9+/dDYyYxG/qkUSlfuVi3OzWxdOjfuuAKCKbFVIWejS2yGBDCz98sSvirJvS7R33AMARM6nElkKl9ifZHBXeHwX8auKEhfA7B33AADNtgYmQarX6znWHHUDPp34EObILolc5sfEr2rRS1+ROYyOewBIxZbA9IivTqeTGML08DBOJYIWWYIkftVAoBApxztK9qLpHgBcJEyj0PXETqcTt7Ll+77neXKlnFOU7y2iuszi4wfbrw36m++ufkkRv6opcunLMuMeAGDRGA6H9ivMoyFVaInLnL9ag/jleZ7+jhJ/MtACZ2mnYp78iDJw3/AYxuAJAFBGnLBEo+ROfM/zhsOhfq+4kfc1iF/ITCapZghhTGEtofOnT2zt7K5f+UGqVy3OzZ5szRK/AMCR615ISVdSiNQhTK+H1SB7ybfW7/cnfSNVJccEyeFCLtez9FVmS63mulJXd/YcF8PY/AgAaSVXIfeJRqMReISfTDYuFUniV1W4VCSpPAJAgEsVMudzIatrOBwOh0M2co5uemHlwJmLU/PLcRccOHOR+FUV50+fWF89HvesjLwnfgFABiQw5M/e2kXjV4Vs7exe3cnYlQ8AsMh5Jj4gLN1gg/4mIaz8dP3xyMEn4q7JvGUSAMAaGPJ37+v/wPKs5aRIlIEe8bW+enzrwqm5o8/YLy7qvgCgVkhgyNmgv/nRWzv606n55UNXrpttYY6bJVE8M3vp6fbmQpdkssW52YndIgDUBVVI5Mxc4tLjvmbWNgb9zcH2psQvCpFlo0/UDmxs1Etc5rgvc2AYhUgAyIY1MOTp/qWzH755Qz1c+jJj1vTCyszahiyGUYgsj8h1rwAZ92U+tdRqrq8el8UwCpEAkAFrYMiNHLn9yc8dU/EnP8piWOYjjJCjuHUv0+s39+KeXWo1l1pN4hcAZEMCQz4kfrkM+pLp+eO/I8RyyV5i68Ip+1sxCh8AsiGBIQfu8QuT5Z69AABjRQJDMmmijwtYxK/CnLt8LduakwxWJXsBQHmQwJBM72EMI34V6fWbe1s7u6nyE9kLAMqJBIZkcSMkiF9Fkp73qzt7jinKzF6J7VwAgIKRwOBqsP1IAiN+TYTL/C2yFwCUHwkMCSRpqUdn2RO/iqezl6UQSfYCgKoggSEFKUQSv4pnjt2KLESSvQCgWkhgSGAufQ22N2WcPfFrggKFSLIXAFQRCQwPvLv6pcRrdBoLXDw1v0wmy4XM60q8TM4RAgBUF+dC4oFDV67LoY1pHThzkfiVl/OnT8hhi2nJ0Y253w8AYExIYPiYPjnbUfj4bYzu/OkT+tBrR3Ko9vhuCQCQOxIYHjGztnHgzEWXHEblMdLWzu7ob7LUajouhknvF3NWAaBySGAIml5YSVwMo/IYZ/3KD/J6q/OnT3j/0S9bLqDyCADVRQJDNEvAmppfpvIYSRbAzMkRmZ27fO3c5Wv+9//tkYNPxF1D/AKwf9y6cXvSt5AzEhii6UGscHd1J3kbo50EL73VcevCqTv33o+7OJeKJwBUwu6N2/1vvzHpu8gT0ygQYdDf/PDNG3HPxp3SDRkk4TJOIkCWzWSml1JKj/WyL6e5nxEJABN368bto8eezfzy3Z07zdaRHO9n4khgCBr0N9975SXzkan55en5FfPB+5fO0gcWYK5Inbt8zaVEGBe8Ii3OzZ5szcrwVXkkQ9QDgHFwSVe7N27v3ri98OILGd5fVr92d+5kubmyIoHhERK/Hnuu9dFbO/LIgTMXpetLziNiASyOewnSPXjpjKWb7pdaTXNqq+WMSAAohsSj5ASWxyJW/9tvZMtwJUQCw8ckfh04c3GwvfnRWzvheRMzaxsSwshhYeaKVOTqVKoVL2WUINdXj5sx6/zpE/okIgqRAMogcXVqxEWsmq1+ifImMN/3u91ur9eTT9vttu/7kc+22+1Op+N5nuOziCTRSla83nvlpbhxXzNrG4P+5mB7c98WIrd2dl1GTkQeHPRC83Cqoxvj5k0stZqyGOb+VgAwJhKPHFenMiximQ34dYpiJU1gvu93Oh2lVLvdlkd6vZ7neTqEBZ7tdDrdblfHLPuzCJOdj4euXJdPdeUx0vTCyvTCyqC/WdDNlcxSq7mulNmP5SiwlOXC3kwmi2Gp3hAA8uU4JMIlOd26cXvX4d3idkRWrjpZ0gTW7XaVUsPhUD/ieV6v1/N93/M8yVJmqGo0GvpT+7MIk/hlLmi5jPvazyPB9BKUYwjLNjrV5SWUIIH97NYIve150ZnJkrEcF7GOHnt298btxKwWecH8V59PuNHyKWkC6/V6egVLdDqdXq8nQUrKi2aiarfbul5pf3ZfkWUqS1SSeqKyzl9FHFmCSqxIZlj6AgAXLitGY78HIw+99q0/fepTjye+xLKItfDiC7du3N7+zg/db6DZOtI89uwocy4mpaQJTJq3zEdkVcy8wP7ysdxW1Ui6iktg0nfP8Y4jWpybtayEEb8AjE+RTVEu01Cf+tTj7/zo3s/uDeyXRd623iYpWcplMUxeVbnio1bSBGY23bs8LsxGsbTP1pJlx6Le9rifi4mZ6a2ISin7+dnELwBjohuwChvQkK0+6OK5X5n92Y9/nrbjfv6rz1dx6UsraQIz6a78wDLY6HRBs5b0sUKD/mYgZhG/sgkEL72+FbntUb+EEAZgHAouQWaoD7p763t7gVFh3je+rJTqf/uNuCgmF1RaqROYHioxpokSgUKnUqrf7+/t1W3O+GD7kQRmTp2Y4F1VSFzwEhwcBCAD/7f+ZMQMoaNJYbXIo8eePXrsWUsqSmuUGmINRrOWN4HJ0le73XbfxhhOVPZn9bZK85HarIrpEqRZiwxMnYCFHqCqooJXJNnzaLbnc3AQgDApt41yTmJgBsS440hgTsTho0/fvfUTy/WHjz69/LUvKOsilksNsU7Tv8JKmsB0/ErVuWUPavtqGkVgWJcUIsNTJxCWdnK9jmgnW7MPipKPDgyjEAkg0q5bAnNpgY+7zD2WhWdxBdKPWSV86lOPf+5vN+Mqknl1xwdSptxA8St/41PSBGaPX+HpEub0Cvuz9aP7vSwG25s//VeXlFKf/Nwx83rSmJY2eJmvCo/7MgeGUYgEECDpwTFDNI89m9h95TgiK5DSLBlLJTVajT6INTGAmolQL5iZi2qjLCKWQUkTmAivWkk3mMwG03sb5TJdZLQ/W0uJpzRGViQPnLk4xnuqiGzBy2SpTjoODANQfjmW+czs4pIhMnRfPXlw+slPPb4bapwPZKxR9hJa9gGYCSnw1c1vwXFnZWDcl7khwHERsbTKmMAkM8X1Y0nzVrfb7XQ6jUZDHmy32zqu2Z+tH31Qo/tp2VPzy9PzK/u5E3/04CUSx9YvtZpbLIAB1ZdjzcvMLu4Zwn0r4pMHp5/57EH5eHzzGsLrZ+YjkizN71SXJh0XsSS9RRY0Uw0MK7MyJjCX3i/P84bDoeSq8PX2Z+tHDmqUTY6JF+/nEax5BS8A+4oU7/JaBku1DqRJn1ZiC3wxI7JuPRqtmqFVOkmW+lPzrhZefEFfaQ+glu9Frwvm8u1MShkTmDt7utoP2cski2HvvfKS5ZqSD6GQhJThCEWXtyV4ASiSY93Q/60/CT8oLVyyhqTfpNk68tSnHn/mswff+l70Jutm60gxVTm9uGWuUT1SH9y5Y1nE0lfaz4hMvA2mUaBEphdWLOXIksev3BG8AOQiVeO8NsoIU3mVtG0FloLKsPAjP4rwGpXZsvbm/75r2RRZj0WsEZHA6ubDN2/EPRUYzVpCuUzPIngBVVGJoZpmSkh7w2mb6KWFK/PPpLC+KPu8CYmeuzduJ34j5f/tjxUJrFbuXzo7vPv2pO8iIz1c/tzlaxkKkQQvoHKkVlXp7WwuzM4nC8cWLvN9AiOyVFEDGhKT01Fj9yLikMBqQjrAHnuuZT44Nb+sYkZR1AbBC6goWVsqz0CB8EhSEWicjyycNUOBw3y3xOwVGLhgYX51ndjMWmd5fp5IRAKrA33U42B786O3duRB3fVltuffv3S2tBshdQnSpRZJ8ALqoWwDBRyHVJmarSPv/OheOG/p4Vt6tGlk0728JFU9LlAENGudZft5woIEVnky417yliStwLivBzkszcCw4gXOt44sRMoJ2YrgBYxZMZWssk02z3zstB4cKp/GjZJ3HCKf+LXierB0439Jfp5IRAKrMFnc0vO95CzIyHFfqQaGjdvSy68mXvP6zb3Iy+T4xdzHVQDQpM417n/CzWpaqQpnqTYwHj769Of+dtPx5i1D5JVbj/+tG7ftvWLl+THCBQmsqnTl0dzeaJ838WB6fn/COyK3LpySAxNTveqF5qF//hsnx3RLAEwFV7ImVTiLbPxyPasx/eHTgQ56x/Z8k0vAIoRVCAmseuQMIhXKWy65qiTTKM6fPpEqhIWPvgYwJpIJ8qpkjTKVNEPKMb9u4JHI2wick6gerSHGtW1luLFbUYdMB0aYpnpD1AAJrCwcl6YClcfqcjy1WsqOcUdfA8iXDi55VQYzrPQIS8pxSVfhaJXjcT0Zvp3dmAHxZvNZJaajIUcksFKQbvrEBBZZeawuObXashjG0hcwOll9SRs+clyS0fM53d/z8NGnlR5XUWy60uzj2tOuEe7u3LHcpOTUdPeH6iOBlYW9R15XHg9duV7UHRXBXos82Zot8maAWtpNk8DGNNvTfZuhDIU3H4nbWliwZuvII4PBUv5wEr8LVr/2IRJYKUj8ihvWVZvKo0my1+Lc7AvNQ2/svht5zdWdPeqPwIjcV54CyzAjFiIf2e04tvb28THHesm4VHMlj7YtjI4ENnkyRSJOzSqPMtNLstf66vGlVtMynCKXYyKB/UzHoMCClsty1O7OnXArejgkBXYUhueRqkerhJYvXZ74pX9u5vcbWMlj7BZGRAKbPCkvqlAhsmaVx3D2UqFBrOurx5VSZnv+1s4uy2DA6AILWtka5J88OK2i2rPMsJVYbrN80bJlmsjOLb2BsVRjzFBFJLDJM4OXLkTWqfJoZq+4KfZm073Znk8hEgjzf+tPHLujdNwJ554MDfJmh1a29ix7v3mpMo3lG5SbtE9YBRKRwIojGx5dLvvwzRvDu2/LMdsPtkkapwxVSGL2kpgV3vOoB4ZRiAQCJMS4LBcFjsEJv8SxQX5M7VnSX2VGwPI0VyV+v0fdDtIGLEhghUo8FMi84KO3duSY7an55fHe1hiYJ2fHrXtt7exaxn3pgWEUIoGw3VBfl8tLwss27/zoXmDvYUC+8cvsEpO3DUTAshUigfEhgRVHDgWSw7PdVa4QqTc5qqSTs5daTXu0koFhOd8fUHFxe/FcOuvDD8rkrcNHn7576yc53WAsHRMD/VVmPbRUhUhgrEhghUp7Qna1tkDq7KUb7YH9Ztxjzc3CorlclKGp68mD0//BV/6mvEP/228UkMBU/IqarocWcA9ASXxi0jewH82sbRw4c9F+zdT88qEr1wuLX+cuX9va2R3l5TJUYn31+PnTJ4hf2Ld2d+7cGmeD9iNzHx79QkePPbvw4gvhefGRmq0jv3p2Xgc4S27LtzfLHk8XXnyhyQIY9g3WwCZDolVcRbL4yqM0vKdNTpEDJoB968GYhnHW0R4Zyx6VjczDnuMEioBmZNTTR83erLwW9lzehBIk9g8SGJSsfqXadUj2AuLksmjkOKwrPDFVPHlw+mf3BpFPhWdc6bU0s0SY+URtAI5IYBOjB7GGOXaJ5eXqTsbsZW+0B/ab3E+zti9lRTp89Onlr33BEp7CS3RyZTiZZegtA+COPrCJCcSswMgJ+1FFYxKYUB+wtbN77vI1GVi/deFUYIIXUCHj6Pg2a3m5vP/RY8963/iyY1+XUqrZOuJ948vLX/uCSpMFb924LS+MLP/p3jJ65IHcsQY2GWbAmppfloGr5h7JwfZmYW34ifVHl+FeQIVIv3y+LUdjmpC+8OILf7ixHVdS1MwVrMBWAMlwcVNPXSaLlue4RqBOSGAPeJ6nlOr3+8V8OV2CbBz+jG66NweGFVaINNe9wlHMfbgXUBUj9svfipprqkI98pGLRs2kuGO+yhxe+tMf/zxuWoTunf/4hcbt6WRm1jTHPTIDgAsS2AO9Xq/IL6cD1qe/9Ufm4+bAsEE/z2Uw6d9KvEwHspu33rlz7/0jB594oXlIKUXNETUzYm9TtvGnTWOZSuckxyOu45rud3fuBOKUvGEgmemjDGnqAkqCBPbAcDhUSnmeV0wUsx80JIth+RYiZbuidHFZBJbB7tx7f+7oMydbs3ndBmBRzIk0Ix6A43iWYsCTB6ef+ezB7e/8UC9E6bAVboEPc58xJldGDj7NducAxoQENhnT8yvvvfLSoSvXYy9YyP8o7qVWc10p2cno+JLwmdnA+Gx/54fjTmCPlPlGCHyp9ioePvr0U596XLmFrUj2JrNAVdH+VeTOOX4RmDgS2GQMtjcnct62HMUo3V2JFzPoC0WSxZsiW5RGWQqSMmKzdeSdH92ztMmHm7SyCVQqLcO6XL4W2QsoAxJYQe5fOqs77gf9zQ+2X7MsgI3b+dMntnZ2LRVJlr5QvHz3Eo4y0TRcwotrkFdKPfPZgyo+zOWSJm9Fddabi3BUFYEqIoEVIXAU96QWwDT73C9F3z0mQWJEXmEi80j3w0efVnq/5KNhSwQa5FV8j3xedmNau8y+LrY3ApVDAiuOLINNcAHMHGevlFqcm42rRZ67fI0QhrRGaS0KjDPN6xTCDCPd7976ifRsqTx65HP5XnZ37ljuRLLmiF8CQPFIYEWY7AKYDl5KKXOk6tLLrxZ5G6g3WYnJnMDGNM7Uffffkwenf/XsfIYvsRsaf5p7TTC86hbA6hdQRSSwsbt/6ax8ICO+ilwAM2fZB9rqA4XI9dXj5h7JVKd0A1rmZbDAONMR7yFy1JZF5OwGR+aXkJUqc+GNDi0AcUhghfrpv7pUwAJYoNpon2W/ODd7sjUreyTN9nwKkUjlQeBISmCOExwiO6vClbjIBnkVM2rLshKWOX7pEqSZ4QILb3RoAYhEAhs7swQ5vPu23hGZu7hqYyR9mRmzMgwMA1Sag6gzT2Y/fPTp3VBTl73GBg9jAAAQt0lEQVRBPsDyFbMv3d24rWLaxVINDAOwD5HAchPY8Bjn3dUvhR88cObiKPNXLdVGy/WRV6YaGIbyK3gBxiVXZZjMbiatbENN7RlxlNGslvvR32m2dwZQbySw3Jjnarubml+ens84/j5VtdF0spUw7ksGhmW4JZRKYefPmF/FMfM5LhFlHiJvIVNSzeW0zD8lx+8025sDqDcSWJ4kSA22N10Ww5RSU/PLGYqSqaqNkVwm3TMNvzZyXAZzXM6JvEyPhtfPSu558uB03Ez5HOOXOdlLfhqBdThO6QFQMBJYzuQ8R12R/N7M53/l/p9HXpmh8pi22oh9LvcFsOaxZxNXrSK/6JMHp5VS8lpdUpTOLcs407wikc58gUhnDgwbpRAJABmQwMZCKpLrV64ppcIJLO3SV+ZqIyZFtshN9l/0wFJTLjK0cCnjXOrEZvmAHNel4uZN0KoFYFJIYOMyvbCirlz7/tPPq3//r7O9w+jVRkzKbgkSmCnffnz3A38S52yNr0E+wH4bshiWyxcCAEcksHH5q6995ftH/gul1O/+9V/7bx4NYYldYlQbq64Mczhzvwdz0qmLtGNO5XqzPT/HMyITrylPXAawT5DA8jfobw62N//bp/+O5Ro5IzLwINXGmilmEoTLctTuzh3HGaf6Pc3X6o/D87fiurgc45e8uWxOlDsJDAyjQR5AXZHAciYDKabml9XgffW4Ukp9/+nnD6yeMNvzA6g21kzBTUXuNcGA+a8+vxtzgI/jpNMRv1N5eTirmd1mNMgDqCsSWJ4kYx04c3Gwvfn9p5/Xj//OXzx9fuGRgWESxag25kKqYyWculRYLTLb+PXt7/xw9EmncRy/d8sXZaY8gHojgY1KH3H94Zs3lPrlT/76r6u/UB/+5JdjLnv6F19++e3b7955f/jOy6++0Dz87KeeZNFrRBmOuBkr82YKK6IdPfbs7o3b7/zoXtxsLe3w0aeXv/aFXL5oeNks1WjWxNB89GFpEgDqhwQ2qpOt2YenWR9WSqkHh/kcNq8JnfDztJpSvzJ193d+g+yVg0k1DLnU4HZjutczrNiFG+EDubPZOvLMZw/+9Mc/v3vrJ5HvYLZbjc7cPKgriaxaAYAjEtiovvjH/91//f/uXfsPvf/t//vQ/VXUHHM3kYYhlxb48INm7c8UjnThjGV+GtehVcCMU/Vw4oZ6tJL4SAtXmRYmAaBsSGAR5j+/tP3nWy5X3r90Vin1H/+X//mvLqw4nma9ODd7sjVL/MrLOOaOOjInqru/6vDRp9XD27YHLJV+hKl6dGkqIN8f0e7OnbgNj7qFq+BzwQGgQkhgQfOfX3rhP/nH27+zZb9M73nUQyXkNOuHFcloi3MJR2JjFMUXItPOiA9krHEcO20f2VXAlHlB/xYA2JHAgp7/yj/8d43B/OeXLNfoPY+Bgx2XWs3Fh3Mlwohf42BGnwIKkYmFwjhpx5NmFuiOD8yqKGzKvCKEAYAVCSyo8cQhpQbPf+Ufxl0glcdA/NIzvV5oHo57IUZh6W3S4uaOpko/gYzlXii0NKEXFr/MEqReYDNDGL1ZAFASJLCgf9eI3cwfrjyqR2d6bV04de7yNbUb/XKXLjHE8b7x5cxzR83FGJcdhZaXW6Q6sWdM5B7Cgc+crcWUeQAog3omMN/3u91ur9dTSrXb7U6n43meyws//Td/Xf4V/b+fPBB4Klx5lNb7wAlCgZi1ODdrPnLu8jUKkZmlHf7+5MHpZz57cDe0NOW4ozBHha08WbrjP25ZI4EBQAnUM4F1Oh2lVLvd1p92u13HEKb9o5d7v3fhwTuYlUfz9MbAUImtnY+Xv3TXV2J7PjSXs58PH336Zz/+eeLcUYlf8nEBGUsljSctZuUp8TtlZyIAlEQNE5gkLTNyNRoNxwT21tQTgUfMyuO5y9fUX1zTBcfwy6/uPFjuMpPZUqu5rpSEthoUIl1Ckint8k/crCztqU89/tSnHrcPfx/HHkM7s3tMr0KNqQUeAFADjeFwOOl7yFmj0VBKmd+X53m9Xs985B+93LupPpHt/f/WYz/9Z+t/P/KppZdftYz70lXLcRci056XnHtIeuTisR0sE9ebX1jbu0mHrci2M3mqmKU4AMDESfBQSrXbbd/3I6+p4RqYMuqPcX7vQvsfr/8P/8dHT6V9569/4cmVU7FHCdnTlQwMk4/HGpJSJSRVzWSQ9gc4bnENWObAMFrgAQBaPdfAApFTomg4h26++t3f/tOfOb7t3/hQffqdPXX7buSzC8+fTHWT/R9eTXX9pX+9nur62lv7tXXLz7xzcbHIm5n//NLC55fsvyOZMOd41gIAoB5mZ2d3d6NHJNRzDczRv/zOf//Uv/+rvzb/n4V3Pgb8jcHg02/+X5YLvvkH5/jHtUhm/Or/8Gr/z7d+89fP60fWfm29yMy6/edbib99/u8BADDt6wQmeyR/8hf/8+c++3fefOqX4i576uq3fv97m0XeGOzWfm1df6yzb+fion1hDACA8thHCUxGVJg8z9MbJJdefjXyVc998P5f/fVPJzaWlVy/39/b26v6d6E1/1pTKfVn/8/2N77zT9rtdrv14Pu6pXaaP2keffq5hedP3vrkzkTvMaN+v6+UWlhYmPSN5KnX683OzvJNlV9dv6na/NUnavb3uajfN7W7u/tnf/ZnKip7aPuoD8zynf6L3/03l+/dj3s2cvBEtST+BKrF/60/abaOfPMPzkV+U3peRhVnX8l/EsRtnKmo8B/JGuCbqopGo27/zNXs73NR129KWf8+zziRocza7bZsAdUS/xvoxr17lmf/xe/+m3zuDDmZ/+rzlnR19NizCy++0GTXIQCgxGqYwGTFT5cX5QPLMqBSypwN9rmf/uVTV781p36hH7Hns0rwfb9O/23hMtOhonMffN+v2QpEXQ2HQ35TlVCnv/pqrGb/SDmqYQLzPE8OhWw0Go1GQxbALAPxzSWur3/hyXd/9L9+93ubv3eh/bce+6k8mHl2KwAAQKR6ZgvP84bDYbvdbrfbif+pKktcc+oXX//Ckyun/q5+/J+t//2vf+FJ+ZhCJAAAyFGd90I61ghuqk+YBw2Z9cqVU39Xqe/+wZ++V4NCZP3YK8soj3a7zS+rEvhNVQK/o6pI/E3VbZNIBpuvftdc+sp8DQAAgCMSGAAAQNHq2QcGAABQZiQwAACAopHAAAAAikYC+5jv+57nyRQxz/MYt1ha5m9KflmTviMk4zdVZvyBqoTAX338I1VCkX+C4tJFnadRpCUbR/X5RZ1Op9vt8pdR2fi+H/hN9Xo9EnPJ8eeozORIPv5AlZz81SdzLuUR+ZTfVHnE/S5i08UQw+FwOJQfTbfb1Y/Iz2uCt4RI8psKP2L+7lAq+u8d/kCVUPiPT/iPGMog/HuRP1aTuh+YzGQc+IvOki6oQj4gh3mb/6UePuEbZRA+Z13+86Lb7U7ojmDj+374V4ayMf/qk5WVCd4MIoX/PeLXVDaRvxFLuiCBfYz/N1dCeGw32avMKJSUXDgfU4IsJ/k1mb8a/tumPPyHIp+N+zWRwBLQv1I20tIY+XjxNwM7+U1xiEr50Ylffr7vy39/ep4nvy/FH64q8zyPTnxUmO7KZxmshHR/N/+il5z8mujErwpdjuQPV9WRwFBJvu93u135l0P+o3DSd4RH6PYv/iGvBPPXJNE5brEZkyK/F71DX/77k6xcaVQhE7DGW0Lm0hf/TpSTXpX0HtKf8g9G2bC1pfz0f9KYf5SkoZu/ACuq0+mwBpaA/3OXjR6Kwz/k5RfYvaU/5Y9VmfHbKaHIQOz7vnSDoYroA/tYePYE20zKifhVCeFfUKPR4BdXQuG/+tg/UUKRYYvfVCVY0gVVyAfk/8TmAq/i/9kl5oXwTzuQQeCvvnC1CyURqDnym6oKW7ooenBsiQWWeZnfXUKWVUl+XyXH76i0+KuvKgJ/Abbbbc4CKZvIP0Fxf8Qaw4cnG0DobSaTvhEAKI7+T3PWVEqO31RFhdMFCQwAAKBo9IEBAAAUjQQGAABQNBIYAABA0UhgAAAARSOBAQAAFI0EBgAAUDQSGAAAQNFIYAAAAEUjgQFAoXzfl8NMG41Go9GwHGyqr0x8T5fTUUc5QVXuhMNCgBwxEx8ACuL7frfb7fV6kc+22+3AUTOe58nFiX9RNxoNeQdLSHK5Jo7cSbbXAoj0yUnfAADsC77vdzod+ViOWJZP5dTe3kPdbte+6DVKkAJQHiQwACiCjl+BjKXP69WBTD9LxgJqjD4wABg7Harilrg8z9OLYS6NXwCqjjUwAAmke0nFLMnoJZzIl4hAe1P45YHXhq/R7xD+coGvFXefcVxu1fyi5rOW7ytA2rna7bbles/z2u222SUW+MkHbtX8sWRj+c3K20a+f+A2WKgDMhoCgJX+5zb8lPQzBZ7SD5ra7Xb4bSOvVEp1u13zSnm5+a9+4tcKvEMcx1vVd5V4q/av4nJLlheG71bfatydh78L8xrLjQUulivb7XbkT8zxpw3AxBoYgAR6FSRuHoH5r7LevqebzWX3nxTXzJfrXYGyB9B8JLJUJwHI/Fq+78d9LRW1uhb+vsyXi8hbFZ1OR29X1LsaO53O0G1HeVzcdCc/pcC3POJ7phL545LbcPwhAPjYpCMggArQSyCBxwN/jehVosCiiH5cv0PileGvEr448q4sK3aRl8XdgPl44OYTH892WVjkGlXku+kHLcIvTLsGZvlpZ/jugH2ONTAAyTqdjl5b0mSRyVwR0ctUgfWncIeTfmH4yrh7CL9t5GAt+VpJ31DyrYbX4cILTuFvKi29DhcwzLSkNOLNuAgsDeofVwFfGqgZEhiAZJGFyAz/6OqXxI16t7R1h5/S//bLxHaXNwnfifsF5d+iaI+eo4ekyPf3fV9GlAFIhQQGwEl4m17gA/VowHJ8W3NjXdqIICtz6uHqlG6NSvXVU33FbCxLZeF1tRFzUuJM/PHh2CIgFRIYACeBQmS4L15zzBDmjHgtVV3P87zhcKgLefp/w8f7pDKmRZ24mmngPllPAvYJJrICcGIWIpWxCS58pX02gVyj45c0ietnMyyi+L4/fDjbQhKhbFHMvB4zvmpj4i1Veg2p4I2ZQNWRwAC40iteOihEhpXIuVmR18jhhrnEDimBSRqT+3S5jWJau/Q3mHhLLvdcWuXvkwNKhQQGwJWeRxVXgrR0gnue12g09D/ScaXGVGms0Whkrtkl7pccfXxX+N1k00DcNXq82cTF3WRcIVXl/eMC9gMSGABXgfwUrjrpiBY+pMhStTRlWATKtvQSd6u6qyzfmprv+/aNAnLEUI5fMZXAD8HyWwjcfHlSI1A5dOIDSEF3ykcecainQ8n4eP14+CV6kIT5Jua/5S4b6+xvYn+5+63mRUZmyA03Go3wF1VKdbtd9xyWy7mQsogY/iHEbYmI/GlLNTnzbQD71HgHvgKoF5cZ6I6HLcadchgev275yyrua43jXMi4l6caBx9XrQtMnw9cHPcO7dHOhRwav1CTPrKz7XAuJNPwgWwaQw7zAuBM72FM/KvDZUSqOQzMXM6RD9wXeMzLMiwLpZ3mOjrzG8/wRfUNj7gGFn5Dl5uJ+60BSIUEBiAFqaNRdQKAEdGJDyAF2q4BIBd04gNINmLVDAAQQAIDkKzb7QbOIwIAjIIEBiCZHpHA6hcA5IJOfAAAgKLRiQ8AAFC0/x8sFYA6E7LTSQAAAABJRU5ErkJggg==", - "text/plain": [ - "" - ] - }, - "metadata": { - "image/png": { - "width": 500 - } - }, - "output_type": "display_data" - } - ], - "source": [ - "# -----------------------------------------------------------------------------\n", - "# Temporal alignment\n", - "\n", - "Ddates_pyjl = dates_py[0] - dates_jl[0] # Julia first on GitHub -> use as reference zero\n", - "Ddates_gmtjl = dates_gmt[0] - dates_jl[0]\n", - "\n", - "dates_py_offset = dates_py - Ddates_pyjl\n", - "dates_gmt_offset = dates_gmt - Ddates_gmtjl\n", "\n", - "dates_jl_zero_days = dates_jl - dates_jl[0]\n", - "dates_py_zero_days = dates_py_offset - dates_jl[0]\n", - "dates_gmt_zero_days = dates_gmt_offset - dates_jl[0]\n", - "\n", - "dates_jl_zero_years = dates_jl_zero_days.astype(float) / 365 # otherwise only int years\n", - "dates_py_zero_years = dates_py_zero_days.astype(float) / 365 # no consideration of Schaltjahr\n", - "dates_gmt_zero_years = dates_gmt_zero_days.astype(float) / 365\n", - "\n", - "\n", - "# -----------------------------------------------------------------------------\n", - "fig = pygmt.Figure()\n", "fig.basemap(\n", " projection=\"X12c/6c\",\n", - " # region=[0, 3700, 0, 1000],\n", - " # frame=[\"x+lDays\", \"y+lGitHub stars\"],\n", - " region=[0, 10, 0, 1000],\n", - " frame=[\"x+lyears on GitHub\", \"y+lGitHub stars\"],\n", + " region=[datetime.date(2016, 1, 1), datetime.date(2026, 12, 31), 0, 1000],\n", + " frame=[\"x+lyear\", \"y+lGitHub stars\"],\n", ")\n", "\n", - "args_dots = {\"style\": \"c0.2c\", \"no_clip\": True}\n", - "args_dots = {\"style\": \"a0.35c\", \"no_clip\": True}\n", - "\n", - "fig.plot(x=dates_gmt_zero_years, y=stars_gmt, pen=color_gmt, no_clip=True)\n", - "fig.plot(x=dates_gmt_zero_years, y=stars_gmt, fill=color_gmt, label=\"GMT\", **args_dots)\n", + "for csvfile, color, label in zip(\n", + " [\"star_history_20251017_gmt.csv\", \"star_history_20251017_pygmt.csv\", \"star_history_20251017_gmtjl.csv\"],\n", + " [\"238/86/52\", \"63/124/173\", \"170/121/193\"],\n", + " [\"GMT\", \"PyGMT\", \"GMT.jl\"],\n", + "): \n", + " df = pd.read_csv(csvfile)\n", + " df[\"Date\"] = df[\"Date\"].str.split(\" \\\\(\").str[0]\n", + " df[\"Date\"] = pd.to_datetime(df[\"Date\"], format=\"%a %b %d %Y %H:%M:%S GMT%z\", utc=True)\n", "\n", - "fig.plot(x=dates_jl_zero_years, y=stars_jl, pen=color_jl, no_clip=True)\n", - "fig.plot(x=dates_jl_zero_years, y=stars_jl, fill=color_jl, label=\"GMT.jl\", **args_dots)\n", + " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], pen=color, no_clip=True)\n", + " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], fill=color, style=\"a0.35c\", no_clip=True, label=label)\n", "\n", - "fig.plot(x=dates_py_zero_years, y=stars_py, pen=color_py, no_clip=True)\n", - "fig.plot(x=dates_py_zero_years, y=stars_py, fill=color_py, label=\"PyGMT\", **args_dots)\n", + "fig.legend(position=\"jTL\")\n", "\n", - "fig.legend(position=\"jLT\")\n", - "fig.show(dpi=150)" + "fig.show()" ] } ], diff --git a/star_history_20241201_gmt.csv b/star_history_20241201_gmt.csv deleted file mode 100755 index e2385c5..0000000 --- a/star_history_20241201_gmt.csv +++ /dev/null @@ -1,17 +0,0 @@ -Repository,Date,Stars -GenericMappingTools/gmt,Mon Aug 13 2018 04:28:37 GMT+0200 (Mitteleuropäische Sommerzeit),0 -GenericMappingTools/gmt,Fri Jan 04 2019 14:37:11 GMT+0100 (Mitteleuropäische Normalzeit),60 -GenericMappingTools/gmt,Fri Mar 01 2019 00:16:39 GMT+0100 (Mitteleuropäische Normalzeit),120 -GenericMappingTools/gmt,Sat Jul 27 2019 20:49:03 GMT+0200 (Mitteleuropäische Sommerzeit),180 -GenericMappingTools/gmt,Wed Nov 27 2019 10:37:17 GMT+0100 (Mitteleuropäische Normalzeit),240 -GenericMappingTools/gmt,Fri Mar 13 2020 09:00:52 GMT+0100 (Mitteleuropäische Normalzeit),300 -GenericMappingTools/gmt,Wed Jul 08 2020 07:11:03 GMT+0200 (Mitteleuropäische Sommerzeit),360 -GenericMappingTools/gmt,Sat Sep 26 2020 10:50:10 GMT+0200 (Mitteleuropäische Sommerzeit),390 -GenericMappingTools/gmt,Mon Mar 15 2021 20:40:17 GMT+0100 (Mitteleuropäische Normalzeit),450 -GenericMappingTools/gmt,Mon Sep 13 2021 05:07:09 GMT+0200 (Mitteleuropäische Sommerzeit),510 -GenericMappingTools/gmt,Wed Feb 16 2022 20:06:07 GMT+0100 (Mitteleuropäische Normalzeit),570 -GenericMappingTools/gmt,Tue Aug 23 2022 09:57:25 GMT+0200 (Mitteleuropäische Sommerzeit),630 -GenericMappingTools/gmt,Thu Apr 13 2023 11:50:55 GMT+0200 (Mitteleuropäische Sommerzeit),690 -GenericMappingTools/gmt,Fri Nov 17 2023 21:39:49 GMT+0100 (Mitteleuropäische Normalzeit),750 -GenericMappingTools/gmt,Wed May 29 2024 11:51:14 GMT+0200 (Mitteleuropäische Sommerzeit),810 -GenericMappingTools/gmt,Sun Dec 01 2024 14:28:14 GMT+0100 (Mitteleuropäische Normalzeit),864 diff --git a/star_history_20241201_pygmt.csv b/star_history_20241201_pygmt.csv deleted file mode 100755 index 286eb4f..0000000 --- a/star_history_20241201_pygmt.csv +++ /dev/null @@ -1,17 +0,0 @@ -Repository,Date,Stars -GenericMappingTools/pygmt,Thu Mar 30 2017 18:55:38 GMT+0200 (Mitteleuropäische Sommerzeit),0 -GenericMappingTools/pygmt,Sat Aug 05 2017 21:04:13 GMT+0200 (Mitteleuropäische Sommerzeit),30 -GenericMappingTools/pygmt,Thu May 24 2018 23:39:25 GMT+0200 (Mitteleuropäische Sommerzeit),90 -GenericMappingTools/pygmt,Fri Jan 11 2019 02:33:14 GMT+0100 (Mitteleuropäische Normalzeit),150 -GenericMappingTools/pygmt,Tue Dec 10 2019 05:45:03 GMT+0100 (Mitteleuropäische Normalzeit),210 -GenericMappingTools/pygmt,Mon May 18 2020 12:13:40 GMT+0200 (Mitteleuropäische Sommerzeit),240 -GenericMappingTools/pygmt,Tue Dec 29 2020 08:31:55 GMT+0100 (Mitteleuropäische Normalzeit),300 -GenericMappingTools/pygmt,Tue Jun 22 2021 04:02:32 GMT+0200 (Mitteleuropäische Sommerzeit),360 -GenericMappingTools/pygmt,Wed Dec 01 2021 22:11:16 GMT+0100 (Mitteleuropäische Normalzeit),420 -GenericMappingTools/pygmt,Sun Mar 06 2022 05:54:30 GMT+0100 (Mitteleuropäische Normalzeit),450 -GenericMappingTools/pygmt,Tue Jul 26 2022 21:12:34 GMT+0200 (Mitteleuropäische Sommerzeit),510 -GenericMappingTools/pygmt,Thu Feb 16 2023 19:01:51 GMT+0100 (Mitteleuropäische Normalzeit),570 -GenericMappingTools/pygmt,Mon Sep 11 2023 19:42:26 GMT+0200 (Mitteleuropäische Sommerzeit),630 -GenericMappingTools/pygmt,Sat Nov 11 2023 20:13:05 GMT+0100 (Mitteleuropäische Normalzeit),660 -GenericMappingTools/pygmt,Sat May 11 2024 02:54:10 GMT+0200 (Mitteleuropäische Sommerzeit),720 -GenericMappingTools/pygmt,Sun Dec 01 2024 11:59:19 GMT+0100 (Mitteleuropäische Normalzeit),769 diff --git a/star_history_20250105_gmtjl.csv b/star_history_20250105_gmtjl.csv deleted file mode 100755 index a2b7865..0000000 --- a/star_history_20250105_gmtjl.csv +++ /dev/null @@ -1,18 +0,0 @@ -Repository,Date,Stars -GenericMappingTools/GMT.jl,Thu Feb 25 2016 04:55:51 GMT+0100 (Mitteleuropäische Normalzeit),1 -GenericMappingTools/GMT.jl,Mon Mar 12 2018 16:47:02 GMT+0100 (Mitteleuropäische Normalzeit),14 -GenericMappingTools/GMT.jl,Mon Nov 19 2018 20:54:02 GMT+0100 (Mitteleuropäische Normalzeit),27 -GenericMappingTools/GMT.jl,Wed Jul 10 2019 05:38:53 GMT+0200 (Mitteleuropäische Sommerzeit),40 -GenericMappingTools/GMT.jl,Sat Jan 11 2020 14:44:39 GMT+0100 (Mitteleuropäische Normalzeit),53 -GenericMappingTools/GMT.jl,Tue May 05 2020 01:51:30 GMT+0200 (Mitteleuropäische Sommerzeit),66 -GenericMappingTools/GMT.jl,Sun Nov 01 2020 01:43:27 GMT+0100 (Mitteleuropäische Normalzeit),79 -GenericMappingTools/GMT.jl,Mon Apr 05 2021 13:30:29 GMT+0200 (Mitteleuropäische Sommerzeit),92 -GenericMappingTools/GMT.jl,Sun Sep 26 2021 08:04:30 GMT+0200 (Mitteleuropäische Sommerzeit),105 -GenericMappingTools/GMT.jl,Wed Dec 15 2021 23:23:39 GMT+0100 (Mitteleuropäische Normalzeit),118 -GenericMappingTools/GMT.jl,Tue Mar 08 2022 07:41:23 GMT+0100 (Mitteleuropäische Normalzeit),131 -GenericMappingTools/GMT.jl,Fri Oct 07 2022 09:28:14 GMT+0200 (Mitteleuropäische Sommerzeit),144 -GenericMappingTools/GMT.jl,Tue Jun 27 2023 01:48:17 GMT+0200 (Mitteleuropäische Sommerzeit),157 -GenericMappingTools/GMT.jl,Mon Nov 13 2023 05:20:11 GMT+0100 (Mitteleuropäische Normalzeit),170 -GenericMappingTools/GMT.jl,Thu Mar 14 2024 14:49:09 GMT+0100 (Mitteleuropäische Normalzeit),183 -GenericMappingTools/GMT.jl,Fri Nov 01 2024 19:08:07 GMT+0100 (Mitteleuropäische Normalzeit),196 -GenericMappingTools/GMT.jl,Sun Jan 05 2025 16:59:17 GMT+0100 (Mitteleuropäische Normalzeit),199 diff --git a/star_history_20251017_gmt.csv b/star_history_20251017_gmt.csv new file mode 100755 index 0000000..549d8b9 --- /dev/null +++ b/star_history_20251017_gmt.csv @@ -0,0 +1,19 @@ +Repository,Date,Stars +GenericMappingTools/gmt,Sun Aug 12 2018 04:28:37 GMT+0200 (Mitteleuropäische Sommerzeit),0 +GenericMappingTools/gmt,Mon Aug 13 2018 04:28:37 GMT+0200 (Mitteleuropäische Sommerzeit),1 +GenericMappingTools/gmt,Fri Jan 04 2019 21:15:59 GMT+0100 (Mitteleuropäische Normalzeit),62 +GenericMappingTools/gmt,Fri Mar 08 2019 15:57:05 GMT+0100 (Mitteleuropäische Normalzeit),123 +GenericMappingTools/gmt,Thu Aug 01 2019 13:21:13 GMT+0200 (Mitteleuropäische Sommerzeit),184 +GenericMappingTools/gmt,Tue Dec 10 2019 00:27:29 GMT+0100 (Mitteleuropäische Normalzeit),245 +GenericMappingTools/gmt,Thu Mar 26 2020 09:37:59 GMT+0100 (Mitteleuropäische Normalzeit),306 +GenericMappingTools/gmt,Sun Jul 19 2020 23:32:09 GMT+0200 (Mitteleuropäische Sommerzeit),367 +GenericMappingTools/gmt,Thu Jan 21 2021 10:07:51 GMT+0100 (Mitteleuropäische Normalzeit),428 +GenericMappingTools/gmt,Tue Jun 22 2021 19:14:01 GMT+0200 (Mitteleuropäische Sommerzeit),489 +GenericMappingTools/gmt,Wed Dec 22 2021 03:00:24 GMT+0100 (Mitteleuropäische Normalzeit),550 +GenericMappingTools/gmt,Fri Jun 24 2022 13:11:39 GMT+0200 (Mitteleuropäische Sommerzeit),611 +GenericMappingTools/gmt,Wed Mar 01 2023 19:23:26 GMT+0100 (Mitteleuropäische Normalzeit),672 +GenericMappingTools/gmt,Fri Sep 15 2023 09:52:04 GMT+0200 (Mitteleuropäische Sommerzeit),733 +GenericMappingTools/gmt,Fri Apr 12 2024 20:26:20 GMT+0200 (Mitteleuropäische Sommerzeit),794 +GenericMappingTools/gmt,Tue Nov 26 2024 09:46:12 GMT+0100 (Mitteleuropäische Normalzeit),855 +GenericMappingTools/gmt,Sun Oct 12 2025 13:55:37 GMT+0200 (Mitteleuropäische Sommerzeit),916 +GenericMappingTools/gmt,Fri Oct 17 2025 14:43:43 GMT+0200 (Mitteleuropäische Sommerzeit),918 diff --git a/star_history_20251017_gmtjl.csv b/star_history_20251017_gmtjl.csv new file mode 100755 index 0000000..d543e6b --- /dev/null +++ b/star_history_20251017_gmtjl.csv @@ -0,0 +1,20 @@ +Repository,Date,Stars +GenericMappingTools/gmtjl,Fri Oct 17 2025 00:00:00 GMT+0200 (Mitteleuropäische Sommerzeit),0 +GenericMappingTools/GMT.jl,Wed Feb 24 2016 04:55:51 GMT+0100 (Mitteleuropäische Normalzeit),0 +GenericMappingTools/GMT.jl,Thu Feb 25 2016 04:55:51 GMT+0100 (Mitteleuropäische Normalzeit),1 +GenericMappingTools/GMT.jl,Mon May 14 2018 22:45:09 GMT+0200 (Mitteleuropäische Sommerzeit),15 +GenericMappingTools/GMT.jl,Tue Dec 25 2018 09:59:20 GMT+0100 (Mitteleuropäische Normalzeit),29 +GenericMappingTools/GMT.jl,Thu Sep 05 2019 22:51:52 GMT+0200 (Mitteleuropäische Sommerzeit),43 +GenericMappingTools/GMT.jl,Thu Feb 06 2020 08:02:08 GMT+0100 (Mitteleuropäische Normalzeit),57 +GenericMappingTools/GMT.jl,Sat Jul 25 2020 01:53:54 GMT+0200 (Mitteleuropäische Sommerzeit),71 +GenericMappingTools/GMT.jl,Sun Feb 07 2021 20:42:01 GMT+0100 (Mitteleuropäische Normalzeit),85 +GenericMappingTools/GMT.jl,Wed Jul 21 2021 04:32:12 GMT+0200 (Mitteleuropäische Sommerzeit),99 +GenericMappingTools/GMT.jl,Thu Nov 11 2021 04:12:13 GMT+0100 (Mitteleuropäische Normalzeit),113 +GenericMappingTools/GMT.jl,Tue Feb 01 2022 10:40:01 GMT+0100 (Mitteleuropäische Normalzeit),127 +GenericMappingTools/GMT.jl,Thu Sep 29 2022 21:50:54 GMT+0200 (Mitteleuropäische Sommerzeit),141 +GenericMappingTools/GMT.jl,Thu Jun 08 2023 10:43:42 GMT+0200 (Mitteleuropäische Sommerzeit),155 +GenericMappingTools/GMT.jl,Mon Nov 13 2023 05:20:11 GMT+0100 (Mitteleuropäische Normalzeit),169 +GenericMappingTools/GMT.jl,Sat Mar 23 2024 08:08:10 GMT+0100 (Mitteleuropäische Normalzeit),183 +GenericMappingTools/GMT.jl,Thu Jan 09 2025 15:59:08 GMT+0100 (Mitteleuropäische Normalzeit),197 +GenericMappingTools/GMT.jl,Thu Oct 16 2025 02:36:49 GMT+0200 (Mitteleuropäische Sommerzeit),211 +GenericMappingTools/GMT.jl,Fri Oct 17 2025 14:44:33 GMT+0200 (Mitteleuropäische Sommerzeit),211 diff --git a/star_history_20251017_pygmt.csv b/star_history_20251017_pygmt.csv new file mode 100755 index 0000000..ce783df --- /dev/null +++ b/star_history_20251017_pygmt.csv @@ -0,0 +1,19 @@ +Repository,Date,Stars +GenericMappingTools/pygmt,Wed Mar 29 2017 18:55:38 GMT+0200 (Mitteleuropäische Sommerzeit),0 +GenericMappingTools/pygmt,Thu Mar 30 2017 18:55:38 GMT+0200 (Mitteleuropäische Sommerzeit),1 +GenericMappingTools/pygmt,Thu Dec 14 2017 18:23:24 GMT+0100 (Mitteleuropäische Normalzeit),55 +GenericMappingTools/pygmt,Tue Aug 14 2018 20:26:39 GMT+0200 (Mitteleuropäische Sommerzeit),109 +GenericMappingTools/pygmt,Wed Mar 27 2019 09:58:31 GMT+0100 (Mitteleuropäische Normalzeit),163 +GenericMappingTools/pygmt,Tue Feb 04 2020 23:17:56 GMT+0100 (Mitteleuropäische Normalzeit),217 +GenericMappingTools/pygmt,Wed Aug 19 2020 09:28:13 GMT+0200 (Mitteleuropäische Sommerzeit),271 +GenericMappingTools/pygmt,Tue Mar 30 2021 02:31:15 GMT+0200 (Mitteleuropäische Sommerzeit),325 +GenericMappingTools/pygmt,Tue Aug 31 2021 18:47:41 GMT+0200 (Mitteleuropäische Sommerzeit),379 +GenericMappingTools/pygmt,Tue Jan 11 2022 21:32:13 GMT+0100 (Mitteleuropäische Normalzeit),433 +GenericMappingTools/pygmt,Sun May 29 2022 22:22:32 GMT+0200 (Mitteleuropäische Sommerzeit),487 +GenericMappingTools/pygmt,Thu Nov 10 2022 18:04:07 GMT+0100 (Mitteleuropäische Normalzeit),541 +GenericMappingTools/pygmt,Fri Apr 28 2023 22:38:55 GMT+0200 (Mitteleuropäische Sommerzeit),595 +GenericMappingTools/pygmt,Fri Oct 20 2023 08:55:19 GMT+0200 (Mitteleuropäische Sommerzeit),649 +GenericMappingTools/pygmt,Sat Apr 06 2024 18:43:58 GMT+0200 (Mitteleuropäische Sommerzeit),703 +GenericMappingTools/pygmt,Fri Nov 15 2024 14:53:21 GMT+0100 (Mitteleuropäische Normalzeit),757 +GenericMappingTools/pygmt,Mon Aug 11 2025 03:17:40 GMT+0200 (Mitteleuropäische Sommerzeit),811 +GenericMappingTools/pygmt,Fri Oct 17 2025 14:43:20 GMT+0200 (Mitteleuropäische Sommerzeit),815 From 80cf207085d1b3c6f2b6838230692a2a1312e12e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Fri, 17 Oct 2025 15:02:20 +0200 Subject: [PATCH 11/35] Remove wrong data point --- pygmt_paper_numpy_datetime.ipynb | 2 +- star_history_20251017_gmtjl.csv | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index 9c08c26..2ccc7a2 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -8,7 +8,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "" ] diff --git a/star_history_20251017_gmtjl.csv b/star_history_20251017_gmtjl.csv index d543e6b..671f88d 100755 --- a/star_history_20251017_gmtjl.csv +++ b/star_history_20251017_gmtjl.csv @@ -1,5 +1,4 @@ Repository,Date,Stars -GenericMappingTools/gmtjl,Fri Oct 17 2025 00:00:00 GMT+0200 (Mitteleuropäische Sommerzeit),0 GenericMappingTools/GMT.jl,Wed Feb 24 2016 04:55:51 GMT+0100 (Mitteleuropäische Normalzeit),0 GenericMappingTools/GMT.jl,Thu Feb 25 2016 04:55:51 GMT+0100 (Mitteleuropäische Normalzeit),1 GenericMappingTools/GMT.jl,Mon May 14 2018 22:45:09 GMT+0200 (Mitteleuropäische Sommerzeit),15 From 40bb6cef81153de4100de8ee4e98a2881ce747e0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= <94163266+yvonnefroehlich@users.noreply.github.com> Date: Wed, 5 Nov 2025 09:45:45 +0100 Subject: [PATCH 12/35] Remove unneeded import of numpy Co-authored-by: Dongdong Tian --- pygmt_paper_numpy_datetime.ipynb | 1 - 1 file changed, 1 deletion(-) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index 2ccc7a2..8c3406a 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -24,7 +24,6 @@ "source": [ "import datetime\n", "\n", - "import numpy as np\n", "import pandas as pd\n", "import pygmt\n", "\n", From 6853dce45f0f536bbea29f9bd7b955deb17bbd9b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= <94163266+yvonnefroehlich@users.noreply.github.com> Date: Wed, 5 Nov 2025 09:47:24 +0100 Subject: [PATCH 13/35] Use upper-case letter for y label Co-authored-by: Dongdong Tian --- pygmt_paper_numpy_datetime.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index 8c3406a..6110f59 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -32,7 +32,7 @@ "fig.basemap(\n", " projection=\"X12c/6c\",\n", " region=[datetime.date(2016, 1, 1), datetime.date(2026, 12, 31), 0, 1000],\n", - " frame=[\"x+lyear\", \"y+lGitHub stars\"],\n", + " frame=[\\"x+lYear\\", \\"y+lGitHub stars\\"],\n", ")\n", "\n", "for csvfile, color, label in zip(\n", From 91885749d4f1974d500d20ff0cff29b39e85a6c8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= <94163266+yvonnefroehlich@users.noreply.github.com> Date: Wed, 5 Nov 2025 09:48:10 +0100 Subject: [PATCH 14/35] Extend x-axis in negative direction to avoid no_clip=True Co-authored-by: Dongdong Tian --- pygmt_paper_numpy_datetime.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index 6110f59..e900be5 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -31,7 +31,7 @@ "\n", "fig.basemap(\n", " projection=\"X12c/6c\",\n", - " region=[datetime.date(2016, 1, 1), datetime.date(2026, 12, 31), 0, 1000],\n", + " region=[datetime.date(2016, 1, 1), datetime.date(2026, 12, 31), -50, 1000],\n", " frame=[\\"x+lYear\\", \\"y+lGitHub stars\\"],\n", ")\n", "\n", From 37d95e321aeef5fa84e5c95a3b937f88e9dd240d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= <94163266+yvonnefroehlich@users.noreply.github.com> Date: Wed, 5 Nov 2025 09:48:35 +0100 Subject: [PATCH 15/35] Add a box around the legend Co-authored-by: Dongdong Tian --- pygmt_paper_numpy_datetime.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index e900be5..4d1fe2c 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -47,7 +47,7 @@ " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], pen=color, no_clip=True)\n", " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], fill=color, style=\"a0.35c\", no_clip=True, label=label)\n", "\n", - "fig.legend(position=\"jTL\")\n", + "fig.legend(position=\\"jTL\\", box=True)\n", "\n", "fig.show()" ] From 8b22b2fe0a49fae16d1384339631932577541a4c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= <94163266+yvonnefroehlich@users.noreply.github.com> Date: Wed, 5 Nov 2025 09:49:12 +0100 Subject: [PATCH 16/35] Remove using no_clip parameter Co-authored-by: Dongdong Tian --- pygmt_paper_numpy_datetime.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index 4d1fe2c..e541e1d 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -44,8 +44,8 @@ " df[\"Date\"] = df[\"Date\"].str.split(\" \\\\(\").str[0]\n", " df[\"Date\"] = pd.to_datetime(df[\"Date\"], format=\"%a %b %d %Y %H:%M:%S GMT%z\", utc=True)\n", "\n", - " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], pen=color, no_clip=True)\n", - " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], fill=color, style=\"a0.35c\", no_clip=True, label=label)\n", + " fig.plot(x=df[\\"Date\\"], y=df[\\"Stars\\"], pen=color)\n", + " fig.plot(x=df[\\"Date\\"], y=df[\\"Stars\\"], fill=color, style=\\"a0.35c\\", label=label)\n", "\n", "fig.legend(position=\\"jTL\\", box=True)\n", "\n", From abcc381eba6443f38457220873b57d9dc13467a3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Wed, 5 Nov 2025 09:59:43 +0100 Subject: [PATCH 17/35] Fix file --- pygmt_paper_numpy_datetime.ipynb | 20 ++++++++++++++------ 1 file changed, 14 insertions(+), 6 deletions(-) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index e541e1d..a97f7ac 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -3,12 +3,12 @@ { "cell_type": "code", "execution_count": 1, - "id": "8b17d288-3caf-476b-9e87-7c949cbdbf82", + "id": "38df9b7b-1835-4ec9-aa00-a85c8b80730e", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "" ] @@ -32,7 +32,7 @@ "fig.basemap(\n", " projection=\"X12c/6c\",\n", " region=[datetime.date(2016, 1, 1), datetime.date(2026, 12, 31), -50, 1000],\n", - " frame=[\\"x+lYear\\", \\"y+lGitHub stars\\"],\n", + " frame=[\"x+lYear\", \"y+lGitHub stars\"],\n", ")\n", "\n", "for csvfile, color, label in zip(\n", @@ -44,13 +44,21 @@ " df[\"Date\"] = df[\"Date\"].str.split(\" \\\\(\").str[0]\n", " df[\"Date\"] = pd.to_datetime(df[\"Date\"], format=\"%a %b %d %Y %H:%M:%S GMT%z\", utc=True)\n", "\n", - " fig.plot(x=df[\\"Date\\"], y=df[\\"Stars\\"], pen=color)\n", - " fig.plot(x=df[\\"Date\\"], y=df[\\"Stars\\"], fill=color, style=\\"a0.35c\\", label=label)\n", + " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], pen=color)\n", + " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], fill=color, style=\"a0.35c\", label=label)\n", "\n", - "fig.legend(position=\\"jTL\\", box=True)\n", + "fig.legend(position=\"jTL\", box=True)\n", "\n", "fig.show()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9c805be6-d537-45c2-8101-89125428bfff", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From 2550708533751170ba82c90586a90aab574e2bf1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Wed, 5 Nov 2025 10:02:06 +0100 Subject: [PATCH 18/35] Remove date from files for star history --- pygmt_paper_numpy_datetime.ipynb | 12 ++---------- ..._history_20251017_gmt.csv => star_history_gmt.csv | 0 ...tory_20251017_gmtjl.csv => star_history_gmtjl.csv | 0 ...tory_20251017_pygmt.csv => star_history_pygmt.csv | 0 4 files changed, 2 insertions(+), 10 deletions(-) rename star_history_20251017_gmt.csv => star_history_gmt.csv (100%) rename star_history_20251017_gmtjl.csv => star_history_gmtjl.csv (100%) rename star_history_20251017_pygmt.csv => star_history_pygmt.csv (100%) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index a97f7ac..4a4edf6 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "38df9b7b-1835-4ec9-aa00-a85c8b80730e", "metadata": {}, "outputs": [ @@ -36,7 +36,7 @@ ")\n", "\n", "for csvfile, color, label in zip(\n", - " [\"star_history_20251017_gmt.csv\", \"star_history_20251017_pygmt.csv\", \"star_history_20251017_gmtjl.csv\"],\n", + " [\"star_history_gmt.csv\", \"star_history_pygmt.csv\", \"star_history_gmtjl.csv\"],\n", " [\"238/86/52\", \"63/124/173\", \"170/121/193\"],\n", " [\"GMT\", \"PyGMT\", \"GMT.jl\"],\n", "): \n", @@ -51,14 +51,6 @@ "\n", "fig.show()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9c805be6-d537-45c2-8101-89125428bfff", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/star_history_20251017_gmt.csv b/star_history_gmt.csv similarity index 100% rename from star_history_20251017_gmt.csv rename to star_history_gmt.csv diff --git a/star_history_20251017_gmtjl.csv b/star_history_gmtjl.csv similarity index 100% rename from star_history_20251017_gmtjl.csv rename to star_history_gmtjl.csv diff --git a/star_history_20251017_pygmt.csv b/star_history_pygmt.csv similarity index 100% rename from star_history_20251017_pygmt.csv rename to star_history_pygmt.csv From 305321c14394a90fcf60ccbd3b1acdeca7e6c0df Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Wed, 5 Nov 2025 10:06:09 +0100 Subject: [PATCH 19/35] Make legend box look nice and use Box class --- pygmt_paper_numpy_datetime.ipynb | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index 4a4edf6..86b337e 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 10, "id": "38df9b7b-1835-4ec9-aa00-a85c8b80730e", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "" ] @@ -47,10 +47,21 @@ " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], pen=color)\n", " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], fill=color, style=\"a0.35c\", label=label)\n", "\n", - "fig.legend(position=\"jTL\", box=True)\n", + "fig.legend(\n", + " position=\"jTL+o0.1c+w1.9c\",\n", + " box=pygmt.params.Box(fill=\"gray95\", pen=\"0.5p,gray50\", radius=\"3p\")\n", + ")\n", "\n", "fig.show()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d01bbae0-379d-44fd-8978-004a961879bc", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From 331718c545a071b222ec0b9a784bf0ba40e1ffee Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Wed, 5 Nov 2025 11:58:23 +0100 Subject: [PATCH 20/35] Move to normal python script (temporaly) --- pygmt_paper_numpy_datetime.ipynb | 59 ++------------------------------ pygmt_paper_numpy_datetime.py | 31 +++++++++++++++++ 2 files changed, 34 insertions(+), 56 deletions(-) create mode 100755 pygmt_paper_numpy_datetime.py diff --git a/pygmt_paper_numpy_datetime.ipynb b/pygmt_paper_numpy_datetime.ipynb index 86b337e..3f2943e 100755 --- a/pygmt_paper_numpy_datetime.ipynb +++ b/pygmt_paper_numpy_datetime.ipynb @@ -2,66 +2,13 @@ "cells": [ { "cell_type": "code", - "execution_count": 10, + "execution_count": 1, "id": "38df9b7b-1835-4ec9-aa00-a85c8b80730e", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "metadata": { - "image/png": { - "width": 500 - } - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "import datetime\n", - "\n", - "import pandas as pd\n", - "import pygmt\n", - "\n", - "fig = pygmt.Figure()\n", - "\n", - "fig.basemap(\n", - " projection=\"X12c/6c\",\n", - " region=[datetime.date(2016, 1, 1), datetime.date(2026, 12, 31), -50, 1000],\n", - " frame=[\"x+lYear\", \"y+lGitHub stars\"],\n", - ")\n", - "\n", - "for csvfile, color, label in zip(\n", - " [\"star_history_gmt.csv\", \"star_history_pygmt.csv\", \"star_history_gmtjl.csv\"],\n", - " [\"238/86/52\", \"63/124/173\", \"170/121/193\"],\n", - " [\"GMT\", \"PyGMT\", \"GMT.jl\"],\n", - "): \n", - " df = pd.read_csv(csvfile)\n", - " df[\"Date\"] = df[\"Date\"].str.split(\" \\\\(\").str[0]\n", - " df[\"Date\"] = pd.to_datetime(df[\"Date\"], format=\"%a %b %d %Y %H:%M:%S GMT%z\", utc=True)\n", - "\n", - " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], pen=color)\n", - " fig.plot(x=df[\"Date\"], y=df[\"Stars\"], fill=color, style=\"a0.35c\", label=label)\n", - "\n", - "fig.legend(\n", - " position=\"jTL+o0.1c+w1.9c\",\n", - " box=pygmt.params.Box(fill=\"gray95\", pen=\"0.5p,gray50\", radius=\"3p\")\n", - ")\n", - "\n", - "fig.show()" + "# Copy finale version of script from normal Python file" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d01bbae0-379d-44fd-8978-004a961879bc", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/pygmt_paper_numpy_datetime.py b/pygmt_paper_numpy_datetime.py new file mode 100755 index 0000000..5130381 --- /dev/null +++ b/pygmt_paper_numpy_datetime.py @@ -0,0 +1,31 @@ +import datetime + +import pandas as pd +import pygmt + +fig = pygmt.Figure() + +fig.basemap( + projection="X12c/6c", + region=[datetime.date(2016, 1, 1), datetime.date(2026, 12, 31), -50, 1000], + frame=["x+lYear", "y+lGitHub stars"], +) + +for csvfile, color, label in zip( + ["star_history_gmt.csv", "star_history_pygmt.csv", "star_history_gmtjl.csv"], + ["238/86/52", "63/124/173", "170/121/193"], + ["GMT", "PyGMT", "GMT.jl"], +): + df = pd.read_csv(csvfile) + df["Date"] = df["Date"].str.split(" \\(").str[0] + df["Date"] = pd.to_datetime(df["Date"], format="%a %b %d %Y %H:%M:%S GMT%z", utc=True) + + fig.plot(x=df["Date"], y=df["Stars"], pen=color) + fig.plot(x=df["Date"], y=df["Stars"], fill=color, style="a0.35c", label=label) + +fig.legend( + position="jTL+o0.1c+w1.9c", + box=pygmt.params.Box(fill="gray95", pen="0.5p,gray50", radius="3p") +) + +fig.show() From c0ef9edda4d4726e30168e55b927c04e132e14c4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Wed, 12 Nov 2025 21:38:44 +0100 Subject: [PATCH 21/35] Rename files and save output figure --- ..._datetime.ipynb => Fig8_PyGMT_datetime.ipynb | 0 Fig8_PyGMT_datetime.png | Bin 0 -> 43829 bytes ..._numpy_datetime.py => Fig8_PyGMT_datetime.py | 1 + 3 files changed, 1 insertion(+) rename pygmt_paper_numpy_datetime.ipynb => Fig8_PyGMT_datetime.ipynb (100%) create mode 100755 Fig8_PyGMT_datetime.png rename pygmt_paper_numpy_datetime.py => Fig8_PyGMT_datetime.py (91%) diff --git a/pygmt_paper_numpy_datetime.ipynb b/Fig8_PyGMT_datetime.ipynb similarity index 100% rename from pygmt_paper_numpy_datetime.ipynb rename to Fig8_PyGMT_datetime.ipynb diff --git a/Fig8_PyGMT_datetime.png b/Fig8_PyGMT_datetime.png new file mode 100755 index 0000000000000000000000000000000000000000..6b3800ee9ebc012947296e32271c42242d79d04a GIT binary patch literal 43829 zcmZ6z2Rzm78$W(pD!W3qR7NO=GLn@dBiTm|S!EqEGRthBtg@Av&2elA8Ff%p$R;Bz zdxm5CT_2wB@Avxu&#Uk2dA>cL&wcK3jraR~UH5sVe&-eyIWsv5g`!eYys3#oktv{1 zhvbeOgunUZGtL74IBu_~=ZHdGI*0u4fLof33;ZRUll)yLEjx23SCdC(s9Wl{&)l-K zb98dN|H#VT>CDwj!b0`Sn{+7D8I;n^>)LK{GyO(3hNQO~Yd3gIGwAUOZ?oc`3AB{O zbRU29fb135386FQbq4}$g*k&sT)vmi^v}o_>YgNbng|Tad~%?mf_JoH^57wXRQ^|j zCvfka?4sCz$&#hcTu5(AlPqu)I->C9e2@4$oyoIq_hQ`_9q+tu-t-@rn!h?f*gPKK z@wjPT3X{83_s_Gb_SY|sE34TZQ=Od{I{BVm5nM^{-@oP``7v4A@UJxk6tFlnGxtrb z2A%5d+b=kTcdTnq+)YtVD=aM3Bw&ut8o~oUp`5J&@OWdR^4it!)e3yN+1h*>bZKGf znDOQ5y(cu5ZdY?8HHSUM)K8DlWoc%yvaxmGO0WbMC#T}FGA5%=Cv3J63EAhM7@_!9 za+a**ri{4Z0MoV=orde#KY#wzu4&J6KL8IX{1Crm1+&S?$+3C(u%uU|Ls?h_C-GYc z-yz3=4oDtd(B_yw0uM4ujWAk`F=WU`Dvxz5WojFC{x?8##^yH4la}U6op8OZ-X(ko z&OynZcJ9A-#M5*(Q(1W)^zjZlCI4?yK@LI1X-I0MbU26i4DzDRAId?S*J zow@nn#gVUd3CH1^TY^(k&V_caHJ*&BBn`Mrxt)Z+^a*)cTp#Uv4q4=l#!DCBA1J>d zMQaZ>GqjXc|NPg(@E3}wtdKRLAI!8i;>^srNK08>{l6>M*Vo%ib@?K(gwDKiD9k?(!w{fY>EsUSc0Nmq{Pbp(fvBtIwf0z4Yo)c&dO{* zve=w8ll9+8C8&`$5BU9nbC2=w?d{FR;Q9Ia9pbbJm=TSv^x0~!{%dF6`8lWy%!3=D z7*CzLb?er)m!GtXf}GwC*cx_o_qRcoHa1v!WqP15Y*&1}itD_dUG=t00S(zhkHtWv zxOn6X~QPPH%g_^f5}p16X)3y0e zn{yTORhzb3uN>fTd``4DDSy92*eX9Bw&84Ncm7`v@=BP%laclDMDLyT@f6;T9a1&N zGlH9C!je4;v&gNuN)%s66uMw8PV?|GYp;K#M2~NtX@}V$W#&Nyf zVWX`;wD6%y($>FbZUTkCYJS|seY326nZyFBinRz0z z4QE0bd|w?kk=|Wzj%_xTt)0x?;6$Nncu!bq#He2_rb&3Z1ViFEz|Ml$LmBE?rc8|+ z?t;-MyjBb}tqqM@^La{NT>(S+nDDe7R50q3f~_*X^0Js$;gceMkY>*dtB|urDT|5h zeT0O5%^!s!k{HikG+t(7M?R~Y7hnwDpkerSuxN$Uy8MlaW|z(FWAJ}vyTB_dY}8V|$++X&U4S%1{QnnbtHF(p) zUI6C)By~m$#cgb{nR}MDI>Cw?J zJ$asghdBWq~s)urRLTtIt zy-!O^%TP=FK%Q+oShc-8+2&@+znOzsz4X2lc1re{THRS{Q=&#i8>br z1;^d84Of|vLnqzDQihBE(lH|YsCf?CWA}qyyH3~Kiq6kE$P)hhNRER5zes7FWj=d? z7h(c38>PG1Z&E^bh%CFa-a8z^hFd>McmKT2yX3T+wyse8Y$mWfIx0#I)8Q5W$(0Qb zyq#pz#C$rvcp}51s(fKmW+VJnUfld-G(&`i{Hum6&7&z2v+OwJ$@}<8VYlgGg)qgy zoy~UF+!gMQcWaI7YP-J@=^`ywZb!|T7(8v40E@2I!!Ik7?3cmLjwNn1l~`15A5A0E zKV@`vH*4O2f1$<}>mM(%TIt{54~t+_!}{NsPpwOG`-`XG3bt1D7~8r$xbxifUruJ} zh1P<8qMMJ(G;%Wfs`~y<=Y}RuSP9+z@)7g&sNYb|P85|I+j#e>URRnCd)2+iEM^_~ z`-vw;g8eDuU{SQ5*Cd`y2dC^VD3so!FFjs0-}{NAzW1aFQ%dIRflVuoTSv5X#R`pX z&%+7cZ1!;G+?e{}@9ie#nk}*z`R|lq0>@iP{(xjKd|E3JYMd3aA1Q=4y~elv8JPS`=-^7^M9go$X=B=UXL~xg}=rD*S z8g1KTxiiB-S(BZsU+Nr98uHqZeOKrn-5Q2*pJ*N0y0$x$=>3;w*OR8|r5qfD)77)t zG`kB=nABPgGukv~D*_0qWF^Ja2LMEfU9A>(c1~&6wjM5O-ih~KZQdOi!;g6$@jYcF z)FQo6)bAxDcdg-bCi`iWRwx5R2}}OG7mSU5OF8e)wVEceRYqpWcjwKStom5FyI(WX z73z@MH-xV+p~(t6`fIsqHsYVan2Y;{w43WI!t`3lzDF0OVj-kN3mP?T2RpoE&^=v( zOlMI;`?v#4B%x|EYA9!jtJT!LAKw#cHD{@39YisUam3t`|)mx?mPBmck%X{SdT9N%9gq+D=WXg<{(X*^!{EOslL0}8NIm; zGz9ga<5zahoo&R&i1rv|@oJsp8YFwSSH){D5KxW@ucnrxDaexX9JkO!pwMUCwd|aU z@I#nWiJq(T_sV;@-$K^3(UEJHVl{-^*ILi9D__k4o8oi-3Ik=u?ZU9HWWi=cj3!s@ zt7d8U<-o*Ac51;;h8r_#gX?zrl5oT<;i`Y0MP;x(rizjYPK^S*6@8 zz6UxOmX*r*a9vxcw-LT4O_%XwiE9oZeE&K9u)(Mo^9I|q{t9ag@`P+Zzl4(7()hVP9OU0AD?`EU=uSvkms>W`MK zl9tWjwPj#pCQI3D zZuj2Qy&+ViQ$I}|{_E~4gNd+#b)wFg``kb$+_Gj3P{cEb$(8xsAqq zxy^ffen*S**7oEzna#hutKJr$)~uUlt{tl=HFd~rmp)E@tt^=rYiLNVq=mc5zbSS} zP!NgSDf~rO$cZ8f;9F-Z9)tntnluY|pu=!OHC0}wa`}s+#&TM+CLxIIe6uq5&BbQO z6%W&s!#K5Bt?Ck;Bp4$-Pi(ffYPx+{ogS@3^0`E0Z=%lNynHIXVSdc*Lhj~^%->8W zUKURjMH{-!rJeS29eKT*EVh~NwM(j6Zl!2m`4bot$!ZpGIYl%S)3(ev_!5%=Vfq?& zBi9+g8dKV;MP#p(&F#WuUg4-Z2p&STomDGig<6E`j7>O^uXGj)55rQ#TcUq4j6>u$vSLXw~9IM=PWVc~j& zfftN}EJl5*)A?Fot4R5or^OGVYSt7>sAYEYKa$wl2Mj3O2LZoIc|9L$@1T0jkn%Z# z;m~N>=>+#l-|+ypu8rP*%~i`=<4?3iZHjL5i43-jH?~)~$4Hi0rRsdRU*W%KgrwFp zDe03sr2ZTDLdH{PFOoI&mR1?G$I`kRi2nF!kF&DM5+XIUN(C)-Zrq8N=-7F7U$?Gw zo_)1|4wy9&uk$1_&)rgoVFdWb8FD+ht)Xi&lja82_M)G8`pcd1lLyztF9*D%!cl#p z)Q%8r%_4#^#@tSsatzvZns>aY3O73!wxE2j#3MIuNTCPDnk0;bvKwEjbw4Dx%?Ntwb)~*{hJd__ywIdMgFUd9U}*g z`C1{5n!>|lk+f=Y74{o*`hG>Ssdcj7+3o}@kkH>LwISO|87t>bOeto&XCh-0A~fVE z&4{MWFF5yr)9bXV)vY2U_nn?7QpimbT4fsjmg`=X$5oZ=lFCZ9>I$^K_{~6kAhH!L z?f;=Q5kPCll)yrC@pq@dW;eIJ*DI_CHcymF7kb<^yIC7iguNbueyV1P$k(=f!=W;H1-z4Wy#37rCw@IkgS zM0c%>JNx)cWw9Q=Fb#NYm~{%qUr)y~U)wvW7DHanzZ4%REv{?9)U?}Vr%2xODh-nS zZr}t}yMo@O4hGhT%l)rM)$m5*Rc>vqWJvUv}$lG*a zuP#HLBgR^@4VF}E)e~!utvNw(f2TsGiFh~elzE*Y48yz8N;9~w)p1Qv@79W1jG_y)JV5T6*qW);b~-ucDD;q@D^0J7SlpCz>B@#3ySDI~9r zq1QAL<@adG2*3dVOU3jaPV7g{fXK1EY_waktG(>FqR48crv)+!k)O$2H9^JH~y#w-MwnJ4}&yv7r;(4g8*D06Nolk>qjPWkR!`tSZc1{#vT&-Mw-wM za*ox_vic?#8ji%o_&Ji6Is;&E-a&iJRp?~MO_Vh*OE9X#(#-NO&xUh9+4 zbYvAl#d92zA!=>F*a41osO>B@j91y052|TIrKNG5!@{o872Y-%dB~QY3mgiT7o^7G z*srGhwwd`c@`m>(Qlj^@00r(2EEY@7Uo02H)qD`JS9G2^BSP;c|8xNE*%)X7kQBCM z-zS&*M#1^=J$kHvLmQ(Mg2LcCmFVQX|D{y3y;YoEo&CM-1qkX4{thumo0~qGDi$Y^ zD}AJ?317@AN;YGa3gm9-tuOV|E1==T)OQA8O-?8`SA4B2JNM&wQ&qlFE~Bd zHt6y3f||+f&7-g7u_@zky<||MC;atH3_vzave^d%j5HSURhyVws>IB2Nqz`N4oi)} z3;)(0=r^3_C)Hy3sQ=p=HR1XVmgle`vJK3{oRF|A`w`g7M^}#WjGtB;^xQiSx(J`TErS z%T=JsOd52zD9zTiN~KZ(?&G1qzdb6LNZB5?1|-eb^)xr&y7{HC?;3Ofc+7eZdr!4z zt&Inj7C-SpI7q_V8yWo9~xV(-^1xSWn6S)tr=m zJqC0D4ao=Ju3Tznj@yHbNY09};6lCtar#U58og{b4^>n{G*Zl-pJg2|a0i?&4Qce& z&o_PVTn=eD>VL%*c>%t!jX@9{+1*2}QZ^ECCB?;bUW(h31C{Q`DAG9*+ruGWgyB51 zG8+Vztlk+;vbP2R%xt?-Gv!V~gOW7W$t5^_rDMtv|JQgaOZWrD0aTJU98NOtlv(om zAIygdt$5#gue{8E*CcSHj%bQ?LuEi~F;_lNKd)Z@HMlC&s;nS4ds^OCrmo9Et)$TP z_~w8_F%JdGXU@0Y$gWByM&wLy@xf~Ge?8u7G&{C}(I)YU@l{@nHqBKb9y2ghF*dg2 z>)g=ls!P2jf7GYH-G}*dFM(84-&N}h4%d=3KYLSyuG%8MU9j-7wS95V+m+Q6BZF$U z)vXyPyMzaxD?yUhys!~5#jkQVI;23v3h{1|PI3Ykyl}8~;-i!vB1Zh|^8%a?iZL?%zbaU7hAA6DiUc3onaxu|SE72t))$4BJADs#yRw%duNt+UB`% z{>N0FZ`oV;b5P}Fop788h#kv=$Ph?4LITY9on%n75)go8ks{!C6lEOIPO1nfexdjL zK3e4^NGaT{re{3nC^B{@Pv40a%U$WCNW6ga#^l6ynq-8`vU78gL0;9(wuz~5=l#Jf zOW}CAf-A_{)8TKCoy>-O2umc@9u?MX{fJQ_>Q&wjg_r8RJ3tvSb_1QkdJBDvw6O5^ z9opI$3FvRM`L7yB-runXd#vz4ZQMz%GhXjIeP`E&j=towbU^Z;;Ra6~wZ)h{_~`0s z)(XBVPZFBC3&B~8Qf$sNzIrz}BWNpnm=gIY2V^GJ;`*Q8QYiN8zr5{*QrtvFYFe_B z?pjefp6EVw`S}|Qdae*W^Pmj^RB9|Ov6p{zOG$nzTYa!n2kA}**gpg#h&V zRst=WoA0owS$TTemOGT=(1U4;J&?3=`>u_+Uyehl72rmkwR_7xZoDwZuAos2Tpg@%m({BU z*(&XlDR%NAzh5QSXp)V5)vtUg$nXYbAtB;NSS^_xzmKyh)oP z1Y)wE;T@+bt|Bt?Z;q9HYPPduo%g~BqALE)e41=lLC(LTHlxJYD(?mHDfDYxQ1T<) zV|o3LTRfkJN+YU73HG6*8LFUL@y%igdGB> zV~RGRABN-!qUDoS=Lex4)h3FC!$NpD25iaOQu2y&$_K%Gp$v)nWo2b0B^~n_YcBxQ zBE~#_+KP)OqtLQ%DM22mj>xJ$*F{18yIRfIb?CdxQX^GA@pGsEqn~A#!+AcV?ufWt zT$_Y}k<_WeA~@b@*Fl?4vh90hy;x>&2frr_I%DG%u=kYZkxZKp2MB`HFvgf^rj?mh zmBKHWqCdsR%|25`E4sjkbr&<^DkR>Ui35C8K#D%Cz`>D4fs*%!NSH z_&j{f)E8|apix)mc9So#;(uF!O;vm&Xvg$CBh2RAsZ}YSYXqv^9U5N?$B;g> zN?*8t7m%PqaDg^sld|X9weQtEkhjL%X|%F15#7!m-9iS4JeliZblR2X9Ab2ST4L8m zBB?f$zZc|0Jdk#t@zH5hy}SE;w;*jjltu9ypZ7O;u zegW``Cg7?XM?sIj9F+@i)kST_9F4@c%haN1H&5F6e&jRkV;?5Cy~!@%?8cqY**v17 z_s*|J*I;bo;@|GXG`8a?*_7QUo8}p%V2nYQD+-`SItzWFZHE}T-wQy~p^)MGd6YXR zQD)nWv-#W)X3*2fv{@BPn3`}Ay-b7O=S;%Z;PKw?{SrCzukWOmEcDOMR&6}0PCQHK zerBQtK($X*)@6IR=MC;{F0&)NuF)qEB=*^Ygyf}J-YL7|Cr~KMv`jH}>I(Fs68DA7 z?&3@qu31mD9x1o>NqbC+x}3mNC?l+uOgpO3gg=<;CcwJ+Fq6(#j;BGt_{-SNTp%#B z^LeD|7FLS!yE5O@Xw`1TFIVIRlJ94DebfZBze^C`Rs8gTD+1_v#36!6$r;nnX*pL& z&hEbRp8kfQUAzpy`b64&3uOIJihO=o&z=Cay`9nAxB2%EeIN|)w~r7ntv6N=xYD@i zlh~ffrXHa?6KMfRttXTQYFtORApC?`_fNZDBg_Tl*_6n6)h6dAIMcWrpkEZeD)xES zPy}F$@Dn$4ypt4r6Pv{^L;d01Y#7JtoXP7=KX72}rUBOpp-={O6cfn4p9@SdEisyD z^&g)#tiLX`4Q_panbPqbtJ4p@uNNku@Cpg8KBfR|BExWOAF9Ozl0k~jIytP)V?d&5 zW$J_=O->n0N67?wM!+IzcV|#WLgL-KcT;qo!B;6^VE8?U{ASQi(^ZhQvh*B!h zBUyH)E_0EAj$bPm9=g=i_||utya7dI{@TdxRC%GQwK~BnC>JAj>}n1`|Gf9A(9#lBCbC z6Q$)g?WXn~yPJcr_5GnJY#ae-dHUyRpaM`?@RdY}LB@O)SF>`N*W%2^)Z6^{N}F+u z3|Avhy@Vs7ih&0SIXN%1r(tT_P?#T_|N3+y-gQ7I`3Nc~8*;ngwT=K{4*Uy^Nhdlt zZz>pY()8)(sCbCNa!^k^i@eSux1C>2LyS@RtJi_kfejA|V-K?ABIba=d90}L*a()3 zt*YvYLc$Rx7b}f?kjwEM$-En%X}lJod%z0{`7@+bLLtLdCaI5(p@MSrvnuUfYFzJ| z*qTcPgw1o!Bn$~yHbyWUiH(m}z0|QGw)=OGu`4+m*+}gKdK##{2L*}$;Bzs+SC#$) zP-5>E^CQe+Ox@=AFMEb!Q{}*6n5Lx1+QJagA8D1Klb2aTzWq6e$Id@EN=Km$%{=Zm z76(x0vVuBIJnf)HeTv2+i^*kvqpqmp=Wg^4_^C(TzB zs!m)yL$O!QYss9?I7hfs;SZVyA_#AJ01hz0D3u>CN;Q7ti#VaNB?#WaE;NLnQ%?a0 zkZ9QbZ}ZK#zV@D7W(^#A4`ntG)a@;8*u1vZ9r|yWU}&!R>2Zdad%v+5o!a?)Ka`;u zIvzmTqYehA@+7tN<`kBY7d`X1DA$iH3;7ChARg~r09Kk+xQt(4#;;{fT9Xrxr~=Um z=~d7z_isr+o=cLEutwuUK0H&t>f(D z{u`ERh~u_!Kww-9z+Wo4Itq{1E@J4oKaA?#o8bL{d#6LlOHeY`=@LwM_zpM8F6WLk zMfgh>gt;)?;uyv}2& zjhIOD`>*~UEV7nqErBCMi-j|HwMxAZy$KKrwXHk#5h|M=<&;HXL)u6ghOrAG2kT99vTZ6%s9&4U~H*158z3g80Z-9?h~U z^?7nh$L|7@e-U%twGn5U_w;+`VSFL=g?OqNaizj8_m+l{T%0K}Co@ozUon#QDc#-^ zHIt7FtQEiefpI2#&D?xV%n8a9{*nCVhTQRjO-JMNdv!0ec2Ga=Xc0Ksn#d8Q<;llW zm6^Is2R%9WPL!=KH)_5B9LGH+3QeKlv$q7v(WQ<-$m!p zhPHX!tSiY{?~HBeG*MS1smB~ScYE)Yz5g@cfaFu-mu@HMQ~vxcI@At{w0CP|;cu^f zB?;XF+RG$6Hs;6(vPOwekhp>(5N%EpF`jH$xE zYfkc|;0H8Cz5kx+W`wB{Kgz`*$t<7}avowbLl-$eyvl|Cg@@k$4%~aj6n`hyuP5(z zu=R@206ANYTu8b1!pBJsn%#{`1g)&Ci{07oosrpD;q98cXbjauu&O7VOy(s_W#q%M z*&U3!T0@O)hjWbji4bYs2s+V)tV{ngswtxpVzg;@*l*9NlMDbfDS;@+wT`=ThN~7r zGPnLyvo?trLVMfIs}YiJl5tuLS8};38uCVk`-0{6T&$UQs3b*w_}+r(*hHwp$*m~- z90+sGll5SvbA7iTk6^3jLu(U-FEVY8)gmWWGeJSrGE>a`DI6CmKNr6UuR@wpgB+@~Q(jt1T64IN z#|^y(30FUrF?eOp&(d9!Nwey{JZ=$5^;C^^uSg8#SZ?o*8<033w38?Ti?2{sEHC5@ zPETwkuQnb!cLOn?ppPG&?<#Jqx874p|A?~7|Nn6RE{tGi<+A6+$sxrQHVaXhcSW*=f3+jqz{29zR-*Bm2xZg zB0;Q&r@TFFpFk=bsu=w48ZpO7ySItwAXSBLq_(|KY0GDU*B~`7G=8ymWiKw@0SN}8 z)W|W)Bv9gjnH5fLPAWnZ3+Od^UoNN;FF^%FPXRyt!y1NlwN0O7fPnemj z@S;+(5Juh$zVDpXmTuCW<)}P8F^VvBTX~(Axz=IdgpyJ$x(Aj@fMfc-M~;1$j-xN79#LKB*|WdU zlV@r9#aeMecxFK`5vz?10)c?JzzFk7*r&4t-m{Sd9{u^%)99OuV^mk1d#?l)MpEfp z32+`9$*EPu!wilWJ%hX~>K%zgz8W$Pl5_^}OF=aXgqFhsBcr38t04-x<;`6XT)*G& zIiZe8jpS->d=#t=7H@fFuLB3E2obNv(ZA@+2zr{%O4Pfq@y~SK?~~7of47oV zi?VqGG`pa$G-dCjoYwjmq)8v%0GMgqr$;FZ_n}sVKKK~gib*um)J4NonEu~jM?hYD zhw^|syA&Vt)K*T7%sz$Ti=@@%lDSP~_|Vq2KJf*WK|^)DAXq%=rD~HP^xt5fPXE5q zV}E!lCv##w2l76Ivt#qDlqOLc7m})#FR*iuXJacr=6hP|5HS3a0qX)N)StWZvq2oe zLpf*49%gUa@VmCrCP|J}EuwKT^*FwcD?xT~F)_zvzJGv8i^|dI3=TGw-m^X|`Z=SP zK>Py|;(Br>e3OYVK30tWV8r`1D2Lf~T)~rvUFd+;ilNuAyFrnCc5 zgJkNHT3FRIh0>fxhzjMpgTL1&Did9vbSeJT%PKU<=)a+Q!+2qZr&akf| z8+lJV9@l9Q#Cl(*VO5PBKDsaPsysxqH?>|lOlIJHmJl?m2f^LF0gb@lbxneU{qCQ| zg7t_Y0ppj;JgtRDpqglfY71a7H2-ZZ(%jYNs33U68hhDh5Dfpojf^$L>25LlbWw{E zY-;3~&MOE_jLLI9YL{GTICZHZ$SpM0o@gm{X1oFdUsp|DUc#>{hyCPXInbo7D&Aop zimCV1hqu-&>A{hzWF$f{EW!OZh#RX-sbOqnH!o>j&PC_0fFPDyZR=Cv56UI{aZt*) z5yc(2@jgcpdWuT~Y0Ozyg-(I-jc^;qM82!U69(3oc( zsDgRTs^5!z-m4EkS%cOYdrt$B4~(BCh0#lM|iYH*#S=J?Nf>{r-^wT_j}k8hOGqnaMG|Ofuj4iK!6y7!bAS z;EjwvMgC0aZzf)_{sYB{KDv|UV~jK8VO+JJ=h^GQso%se`W5+bb_DLFMh%T{z4y-D zKlv#};uoI}N(IpuLjTwi%Dmxo1Xd9cR*XHIcKL`A4UU0jBl){t-`i4hBkc;_}ry9P7O? za>ovYg$Fk&7;$O0uqD`^fk+|3Xrqc%IY#FLq=ir06G|DbAa)D19`wUrs3_*<<{mZ@ z6B9$UyB5Lu>Q&|T4CQ+ozXz?jNDLPtMm0uY(llRnS@qx{-E9Mbc$J)4H8_3!q6wx4 zBvBZOb-;P8?rn3`_QYu@V*YeLd4TNmWiwV_XMB;$TlfnArzZk8cJ9#0JCwH{`mbWu zMG4BNN`lTum{iW7=f7b8*C6)JS8XiGY#sF$BVDbNW|S3-EK%XlX(2y{g*I|H9}GTn z`5w5W7If&YDqN%}dUDQ|IUzBAXQR*Qu3v}wz!a1+HYq?Pe>FX%mDLH2`e~X#n}v#D z?ozZ^5bF)F02n*|OO~9~l&0Kd&xMHZR@q0;smcOK%e803yB`ur+d{ev7~WfqDzROp!AQT( zumDUiUHRq7OZy1V_%Mh({9CdnnC4N}p2%U8k2H?i*tu6Kh$sMih;F14qbho# z_bU(Uk1&XRNY?l8Fr!2ORLRk}avQeZorFSAuV(sq?zf>QL5}KsjLF|4Ho#2}_1`dN zL@=na0qbuFdm{80Ok~97=&_<_$?OU-M<}zNh7|ALZ=sV1PkR>x(N`mOB3lPJ3k9Wf z*hNu%km?Oo7@0(CZ(mgQmX5SH;5 zY(KQ2mzV#F)kcCmTP34IG5xi;G^=Ck5s%Ih@+nn>!E}6~q#A1QM2GA#hNW!eqUsHw zFOiJMW|}}Ap~HVVnM_y+2D5mx@qqM4Bcn~{ogd1Km%o)yw3&P!X{CFH&edseTKi^? zF$d;s@fxt?fkrLmRGmM}Isd!SLvfV~I(QWrGx$7IL^&M8YHsa5~J zp@pwj(?OVC4!@R{RSQUoTd=#gS2z)tHLH5BU;OcyLI}%^9`%Hdtj(hrkCwnP@&PJT zE-ozY*Ikwbe3rm;xI{wqxU{m+)J!D>|!I>i%E{N!B8jLlwYE+MHGuG_%{z>@{Y;wP@QIy4jh-?|?1&2(?##M}60J*h#zpodrZU82PEY@4A$+>|0 zCtSO+Bd!3~!oW|VdixP8nKuFEhUa#CsSp2@hV7+rMa71{!xX zyKXlLeqiomZk{u-f#ieK3OTySiF#lb2^Ro>eCYV_;X_D&RHR3pVUA7{EPRC9rYXQn z#7zWhO1oJ?Z^+Gvqap=BjDxc}yIp9)p?H^@m!Khfc%ne_EJ2&Oq@+YdNGO#2Ls-|9 zdP69K!R4!+4h0_QoooYeAF0B8VC$9iE2t~n1}QAwrT#z#)1xc2;^LDVeL$B9VPe zMgUyHe1ks$Rz)z?uZ!`9G_o3v0maFbS-@@j`}!nZ4t__>wEot<6!^|Be4ODok17yu z2XVZ{M}CicRT*qtfT`c89iR+7d5$olYo#5_gkQ~qoEr){B3fFQ+JXz|?GPJ;5*_?; zb8{rb-tfD}YQ9~cWwg28X7u-Czpb0k0Pq*`-mjV+xRr?s-daPGRQ?&nSAK~Bf4yDH zRujVaB0h@hyR^l`47()A3F4!A(|8L|Bzxw04xYgq-o)y~)E`6{OV&XbNgz4r)mow+ zcv0RS>*pQ3Iu(HO6yimQBxTZuVVQfI;}xpO0Z5P_R!wnW^p=%eC?vlJez)(*aXd!w8 zZ2YE%_Mo7b`gePbQR+Lt1{tJkW(ddB=47Dq?MRDzIwYHCQLvqn6o?s3+A{ zY!%bqEphv&J(sToq5TrjSs!+UCd)bkU}#q$xQTyfUQ1BI9AU}GHEj^Wi$>SMOgmE) zkDo|-jmQQqH!VTHbnF7YK&-NCyK-Ck19j1;-u3JkyuS}l6xg04KpGo6@~}1#nZQ@M zY4k+8J7eC{*OV69jR=&8uR2(r?AeCCP)uE9(8H?-ZQ6$?(%`-OT08}G0OepwT2Mqa zc%2*uovo_GR55nxCh52i%RLVM7ok74N6#b<@v;LsL*#wb2$#rPXE^ng+l|a?7`gBB zkbQ-LoTw5bL}ULHRd_AtXj3Fb`<-cpyPu$045|TKVFX>Hb8ObH2z&fu^%pTUh{;zs zp3D1ML*H9v`@_@@oEP65i;Ijg(&&^lFPz(^Ol@(z=pCr^2gPt>EKLWEGo4wiM1IDG z@edu*ghP){KY-bsdoQw}cYg5V-96b2{lPEE4LZ&$BT}3*tztBwx8j})O@$TnLG(dn zH{U3={o3DiL*ck1vKK--fxj_*g?46|V!hbNDR$@E?D*xdKO7)PLaDjVdFG5lAt{*c^@HEdHsWD_xL!9{Pu3wSz8 z6l&>0-iwJ~|Mg-hTQeVQF?@wc91l;KABl~PeYnF1m+_J)O$_jv@r$8DIh4IQKb4(n zM5qpYGaUw;6XX~RRCT^F?6ExaOV5tA>d@V*a5D$F3L`1@`Riw`*H&i^2EETu=9`?D zn0PB(m4(5ZHDogvh5dhI0Nz??;RLl71kh3GAwV=ENB}H`Y_mD_9o*S{J#9$ov;LqOGK^rKJ&)z{0-0SICh%j*2Uxr!D} zNx4bKHvxNJhp;b;Y`!(RF`-bb{8y+(ej=sg#YE;q zS@qVY;492p7yF3{P!)iZqSQHER7CdLu*q`6oC%#gP_YIhE!}i4DxzMNqzY8HeOUK< zR%wyuQ5(u^&8J9*<~u*V0(Ch`3qLjJYW|NYe#sGRifa-|<2rWeObR4_-T*#GuJJcBM??_Woc#ks$3^xAM3xI|(F*5-x%&|+7KSs*jjF;1hm_FYbTlm-;!$)<@NukILr=4 zLG)DGH&-s)?<=>jdXfmXRYI3IT^zqH1YFMAFBRVTa3r=~6Vhr}*MDgB)!nHF{Wnm( zNYaN1)!R=&2$}H*QDXVL?gxv+@Z>O>mU49SDBZyK2JFanKL5v*5n8H7Zq0Ly|JzRtOeBX0(EMy zQ4|tS78*__&vBw=BUkE)CqzS4V{^?wg2CW>@&u<0Q9kVW`Pqn4izxu;&@_8;Dd*0h zt|B!+ox4!z`c?!=&Tl?DXrG%Ew4Q=#!Q#F&54azbh1C9pfF;;Id??~oRZ;?W`dhGW z{x6I;z(4uWr$J=Fujm<~Z(}hXm7>;vSbTY>x}k9b^rUHx2vB2XwayZnoZd2}31{tb zrLBfeZy~ zabQdY%=APQ#48^4tl!rAzp_vUnIfU@C*1h=1X8-b=D%%vmN04`h33ynUFNw3H9`%I z0_@`(7N{VyisC0c)CtTZP^xB5&rRlqi~6{rwDPjks3gIuO^#bwUnd&k-yGfm2p62q zxa^vA1W$=K1DiN^@1Qa2Rq>PaZ?Dv?Yfn8Be+#@=0NGeCC2qaNS`77nI!b3vBHaD? zsTVwq#=mhOj54nQn^^6=jv@;mHnA99HOe5WJG5$NX@}hV7TJ4XaBt?JjrmK?G|ZBCm6}SVJ~+OtoC8Z0wf064w!0kD7+qJ>&cNqZKeN z=vV-e!0)9Z{!qiuY1O0Yz&zmdt||gOq6>n!_U+F7<>A=KzPcdm8;bWs?q^7rS~_AF zpkYLnID<&RD8F}#{IA8Y1`J+~*|LYbfbeS=|{pT8B1*pKZ zdkr))yP=@4$)8cLk@JAwfmie5^ymQ}Vd$alD0Tmp6$fDSN9 zRfZJHUCZl8e6oe+Vu})()q_oZe;H*Q2ZWy&-O+f~=H+}(7u8EzN%}|a5DpgqZ)K5A zzS?1`%Y1h+k7t)Iru(2V;|gypIZ=6*7>e#|FK!b{9o`*?jEwC2tS$z>8A4|^HKnkn z@TD+#R+E5K8l$pRRB6_Mm56$Id0`Tc)Tr}GwN5$xu&}naHZ?Vkcm@>bl_5j$E(UQ% z^`!i1z5y?tFd?ICXXsjhtG6`Wv@|sfPtx1l9J@N@@pT(U^&t@T(O-oh|p_Vxt1I0}q4fVoQo?jK3we}Oazb-6EJq4s$I z&8++ik)HTGvb6aC7(y=5k)}^il=~35p@kPazj{}=0T*7#wfj4~^g&srj_ICjjZIcT zX|sC(Mgqbcs9XZ|KqwUm#T}`!rH@s3~&nIZ_Z{_rZx=16h1{ z4Sx3J{BC%7sTkE{*y#-Fy?Ck#_cN=EfsZIaw;++*4FJ!%ln5xc2t|za`$C>TQRATB zCG}Y<;9{>hzMW}^qBtJi!i=75pSPQ^d78fQi}3>@f9*tPw4;$0K`=d}noySz6Q>Od z9<;L#epqT3&Ha*iIkDaQ9zS6R|GKhL^1Ihl{Sl2@gicUS>kf(tCfTX5xZaE3*k_ccZ7f7-s~E0>#J+Q8&bEvB*Pg zirod#`a&w8A%el`0Qw0+ct*AN?*eaZ(~X$^uUVZAh2{--jhy*NCtSW%_yL-RI{Q|; z-A~W8k>}}MaKVHV*DusA^&_{9u%OflgM|ec(Qt5KEFV66IA+_xW$k&cESv)RxAq&c z0Kr&BTEu^PbRRCE?F01}Hu%Y_X3~FoyQSRdmXJ>4hnK8(yI@1oSO#tv}DYK!?#IH^++t&E%)7&^UH=V8;u5K0OQhsgaZnu)Kg|EFtQ436vy+MQOoZ z`I?uW$v}Vd8v&O3S2}#*xKqyZ8dpFAfs1fi4hTSPC^U(?3yl{rB1=l{zV}*5YLRGt zPG}9Y&{!i%PVnY)&P?*Fy7!go|K^985fu}TpwNu_i1nilqj$pX6isg&?4`mdY=XjK zELAvs*Bc3$YuhVjlWyYtW_!#$JvMj=gmzeA&0l|72qV|Iwk<#I7l$SudARRDaW-=8R9GfIkE?S&4S6?jg?{h zugDc=H2Ay0;mb=X;5hC6ao}YU<;FOi>ENEiA#jUbeyAG?V4yK`Q5^Dlk8VM9mF-rz z4DczbZ74?ph-H<`gV0V$v@>Oz^@mu#`xUfE*cgf0AoIU|{DhAN($aC}qDl`sNY8oq zo_u_p3TV;L+iuWatMzp6#`sMXcR90hqn;GbTk)6-_^q=D*)Vi`whoLgzrsy9OQN z-b*FV8~u8Gp)c~>Z;+UMl97fAKONFJEF1$^uz{$+XqJLLv|b=vCH1y($@~Ufdj+bo z*CL=d^Ylmp847(6j(^C%?=uEww%uj;DuU`-Xr41PkDz>k+3uGh_(mRpa1RYi&R1_9eF?D3j?iCOkBHxvyvwkcKHaU~xs?`CQLz^$l&Cp*h+Hy=QGo+cgDddH1v z^m|x4qFtF9a10gyE+$6N^O2L&mAhKl0>H6?t$<>~pe9^f2n`glNPHH!9n|3F#>4>I zCGkFo$|~R&e|t!7%r8->y(ZS6@=rbJ6nL;6->34QT$ue5r5*uw7@$ z6d>AdYh*+ZFdTV}WvCHsFMNdyh@MlWe}`#UfL~rIhc>+ZVp|s1O`;x3{UcPDKxF+4 z*Lgg>dA_PpvZPV3!&{ucaZUh3A7fe}XR0Wdd?L}J8qa{?PE>=RI_Tsd&FRGPMbOT3 zNM7RWMyzQGu_iLPZ!wU&adkMtD#!;6kogYUzR6kujdEYNp=ZgG} z)t|GcX#)=@^?f}1e+YZ)u&BDIeR%XS01*&DL_|VBDG3DuDd`drsUbx=47vrC6qFDK zX;F|48A2KQ!5b<_xP|67xBiyYGU(RG;WJ3|oNKn8LL2c} z^%9Iz08Bv5%OxvhcFz|KFEx@nZ_~83xBo0-M7Ddhw$8Aj;d?=ypouJjTY8mOwi$*i zL^mK?E_a_XOtWmHPvA`EpiP$##J$a|$`>bGJd4y4ueU13tQ)z2$Q4rOmUBy14NZDDfna&L9XDRFvN$+XmD;Qed zl1>&@wCc$?FMAQzU&nhkSU9NL9&fP})&kRs=JIVUb&OlrtSqPPX%kE@mJfCWar8fl zgB9F_m#)g`R`aZ8;J6zLT-bFlKH+gAEu;|HyF%>wp5>4FU7xm2s!s zs@~xbwO9+d^e2~qf)^pmsm6!KAeRT|p{o8D*Am#EL}5Pv#G0SD%e`?Gu0n)tKU9R4 zgzgD)GfNYkP{e^dDbn>%#E4N8mv8Ek&$TfAa{&XBkH2@1a(;P$QsS?W)#}YVWN3&n zBrY8yD!kdI@Y*^y3HR;}%}JCh8v=|!^%QJg<2@tFkfZM(p1q?wjmCdQj{huJz2E3y zTkck z#h;Es!e(o`$ZZ)!&p<`K#!sv%Rnkr<&uW;6L2Lx=>oxR$xirP1n@v@kmz1pqucJ_n zB#6jcRjA0UHm|~;!o0pSO{3UaW037*&HQCb$h|(q_rUI(Bdx*-cT(#Aa$6QA9Ej2{ zeVG8>nj5bW7e{_LUsx)TUBue+{^1(TBb@mM{H%0V@GedAYwafYE zm4{8gip5;9=4FR}N`iFS2x2V|HvrQku_Nt1pe<*6&Dvc6%$tU(*>Vzl?z?{TZov^3 z&uw_mqt5=Q5sc~0qyXgh#J?(WWT%8$(F!|bi974!tM0&`!ciKfv&g%~e_N!(mn8B;1O~7i3M%a(Hj2IgGsejflWJv2A2s?Dc1)yN{!U53+)^Q~0iuY#BhJ&|4;7@P+AHTA+u{A`(;(mbbL$GE8pL_(Z6x3n8Kf(wQp_7!O9o@OgmscW z{{b>b7-+mM|5GE_s(%L4-;LtKpATl7ZEofKgJ~MRWV#|z+Rbif8GMu~^-`bdfA`R6 zfYVj~?G4moBbMBhy-lt79(%Tpb12NBQ}%*J4j6ug*ZAT1{n-5WqU3ge)Vz?=YinD~ zKKpRI)+J@#mB-jpfv1Xva^GQiBc+^#Z3=aaolVDKCO)-JC*vAf7d@IQgC2xh;>U}T#z8X5f>4cn1hIV@#?wPKbG|Gvo(k+?h)whk z4(M>axs=O=s|XL?7<|gjay-Ei3(Z`RDbKXyd<|b|euI2b)kJhl6Q=F>UPN9h%sRGI8j#yZXC&&&Gh2ETy~B%+6mm{sAE(H}n>8f2y*$%p#A zUpuz8pSiZ5brn@rRk;{r70I>`em!l|@4mtCmD0Bt%~;>*L~?_}TMwYIe5Vv2kODou z0M;q7e9(SW)F3gtXO``@{d&knMe8@qGvEvLLsT<7NsHawbr_TW)Wh_m!lu8hNXNA{pvb~uw>K2G&*H|$4P>~fEO%e7>_RM?_v;L2l!R4M95leWV9ms(+% zY;Y!6!m!a=@0)G#ch(>p%aWM~ePOGoAX`e$$JQRBt>f-I9=k5nZzjpbY$H*yO(QcW zk}Lqr|8m%y2Jn~O^jWT$(#|SqiLIZ_BhPe6C_-ZEnpzyJ93{LRljfd#rn8ZCxHYX> zk5=X-pjosbDUH1#@$GI_hIJDKQebhC-80uG0xR_jkOt# z*eB}?JPxDE$dEK%L9E~7uA}|@@Ara4fNl6#UP{7jy~2RZ2mKpH8J(hs=y>Iy+drMk zXb(SMwfPBqReF7`P0@%>B4OI9tlzL?Jp&_|t>>yCK(e)tbAM-U=uomzW4TZS2BH}n zprN4=^%{Owe7FKLOy4AI?d2)xA|RbGo$@dn zE2auoWvPJY%#;byY`A9tBHyhhz<1Z6dQ>vnoREQS>*nNCi?O4vo9Vd2=TvR9z%M=I zc2w&cYR$0o8^s$N8=WLDMGEyXChrzS)Lr|2*i(I33e{$7;$z@tg0mz{?$^n+cp10@ zVEz>Xx0XlP>nN8%dH;*%)1C~gDhW=+Sc=O?1ta)$bA4Wfsr@ZnP^U#XKO;M?U=+xui-yNKYe?mgI;7bSil%RSA*0z%s?sp6P_oe3T}LtLTFx$4DU#+hMP_#>+-t=;$K zsf|s64kse-S-)9g#~E`zJ4=^Z=d4+Y-I9=lsFkDbP)r!>lpYL#^>WZbqjKsbM|QY7 ztxV8o^?D4`qwK~gSPQLSB)SDEJ^$hRMr<;SC4YkF+I0WUzc8d}X*S{NAm!Ym(5AwV ze__JadeeKBan>+%9qewAeFq2STOm3+r**R-ywa2%9T=E%5IO~l@u`R$7O9x?l)2f& zviXtdbg)ACde#stb>>`zURhqa&Z*m)Y`YoB*&CCXNJrwY^PU)m>Y@UpCcmn-`U-78 zs%3bVv<44K7RvFXr_`A@ne;;4rXKhM7{UcBlQb|1u2k9Jf;leSYYkWLA8!QDB9lFo zrlDbZ`7bi$ivgD{(Wyvmxm58gUfJBnrq%Tp6X(z+3<&wvqodE!SZXZz1z}rR1axXR znAHdqox}I$@S?s_=KE`yxEO5XTvpoqDT1N#1 zAN;X8IkkbKlGlNFK6vMrFD2#F!zDzv+}!2jtkl#+y)Cqj3#)Nw#rt4e*D*@symZ}789U6zb&kcoE%3~o;(hW`l zv-}Eic%>$HA)zAll?&{69pBuumzz{v0?)-9qH>{<~~`iu*OU4;_Q z{T`-iH#}ZAyySzQ-*Fw6l$i7JJGrgj?=sAk?x^~rA#x>RAVBW5Ab{NRS9`nehb-mP z51XM`X4vStHGo}C2Cf(@{>=#+38j*q4!&xlVfV&rdQ}m_wM|XeXfnZKiFKi5HND& z%-v}aG&T!c|Jx5WnmXW=0gHYpsqT2adF|QGK3FjQlJ$j_+?9Ai!IJzJZjQDwkcdao z6C%sGA=!C3GFu9~Jj=)c*u^{Hu6-_^nr7PfW6oCqYz0qmTP|8wRhhMQMPyG(OZ2oJ zH275bZ%t%9oSX3PT!7C+*rG)DaAff49~#$=a}QnD&Bk!Lbg5;6nT&I#4#Th(CFXbR zyg7rSh-}7A$#K{^v)6uPR0$Yc-qOk`zjA!C=7}!&ca(lZLxW8*v43rVhEC1Hw8C%S zE{M6<&7dRT?B>wxeZq>rX#-QH8^c1nfsTRDq{QzJ;yh5{mqfZCUr_Xpz%+xh#3!}a zO3>WwA=xRExWT}B)}lpE#&ElcE4VqK)DPDSx&%S}D{d(rQs6@demB|*X3(FgNGM)8 zvll{Z`)9Uk&QkCd0tu&cGA`=;8yu#NwnFpjiprf&e2_Iv^truDEp8G+LG4n~pqn4x zfqV7(g3e$y_^F#o&Qz6qz&%Kam~@Pkd(L}c;OAxiV+%{C2P?U=07Cj8t5W_&e9D&i z!DKTpd;bfC(K+EYImG*3X1IHam@i0w1}zbwpx-`_C56N(*=|68K!Pdy!v~1w5rPWU zMUlCtI`1G<8gnZ4*USq6Ccs+NpMEHJj7mnDBLJKyvle0vypnj12DqQ2MMNmPqa_a4? zB*RNiX*P5-)s2g9=juKjUQF%meeA5&r(pr{12_LtmjUu zk-+z@z-%g`AkPndBSUs{Zj9L7CwmkhZhGHGaGE$lv9jbWXMH2KX9|gf=yD%C+uD{A z+q^%A=+C+F6)E2xXchWKYfnz0i?|grXaHb*L!JLV$HNO3wF-aW%W^h2`neSezKv|K zcL>?rsku;@Afy@UF&Ps7t^OWU9TlB>Hd^T*3IhyW&(p2nlNtYFucxwkNx-tAs_7Bb z)!deeQ{Dg5-Y2#nMCC&k>DIP=w?O70kdpfB8G6R7)-X8Q`f;PnTl#-5&g1)uz!mS4 z;f@+QB+MHe40V9{Wv^{O%-Z&VyxaW2C!4*9rDtt4`n9ZwW4&%sg>+0ij{4xS+MhO_Jdd_2O(p*MIa(BDBmuKlq}le?cN%t^!mJgvoQDEq(uP2bcpI42zT- zM46~ygkAphC)`@X;gUH7iF}VgCrcM_D~9X)8_}igwg!XC7bimal$(`IF=X+seNMTF zGd8RmHzJhZWKq)SxIchoZ`YIsNL*&OJ_#N;Gl03qhSeO zP{lVBwmYpO`r*%`o1IY74?XyV!v8rwFs0BU9n;R_!uM1p=`n(@P(E8-i3h9J$DiRq z{g3nK?lUgm_Jm(ld&76ZGo|?l_nUh<@kandGrFes&n|v$#R6rLdrKMFao%B0x%yQl ze_tLCId)UMPF4kKQ(S(21jQ3L!GXiP4l8DXo=-E?X1!eTgA1tPyYdD6_M+r#*~e>> z*}&Ci7N-iGNBo|+He2gZg;V@!tpvheeF{b#H77$I#1%Lj7xPpgvFNfz@II`r*n0l% z;zdhJe9gLPaxt#MGP9V9zl*UIf}T=sS&L40ZFOWmBigdX4&p6HH;HQE;{B5Td020Q zI&IVH_x|uPLaE+(zFmIg^v}b1@Js$SG%OmKD6B%RH{}L|L#f?#ZP&LWE*wKhZc^i=g4=EI{a; zX3t@G2L%4hA|3tP*ceIw5Z}X^Pi3xuyIdLSs9sJk%6hH6UV8o$hb<~ufgm^M!pGaQ z5Nd5g(16@plkFMpyUt^G?U?28w_cyRo`tZgJ3*c)qGBhJr$@2e8nZmzz8hgi`23@j`)bt9FrWT9CSF@o+jo4zIy z*519Iw@g_SlPpDT0T!o>S;dypwZe1BzXPQ*dxb5t$)5WG0H+P_IwI{!)AqE(l-(NWY>(A)kX|ub%bSG1`NEbj2~6UsSJU@D+ph2M3mfr|>|oVnD!Y0T zMWz5NZ|`*3ZpnIJj!OfPAHrC?m7hiz%~_R;>ZZ5DW#aL06*x4XW*{QLYQN6!HHT{* zeOWnvhmow<*eR|oF1ondcD8cYcQBQ%*Uo^+2XA!No3TD*NA+m_cRGb(N*5WCM8}22 zQO-_s)8?Y(-&c~o;{G!{c#ZkMD2O*5?{b6{A<+WX3w(aY|Gn;3?>D}>E1jjT` z;pDl{!}Eyh!~66{Kffx|y3eb;{5Zs&^`Aexq1QyFuh)}v-bmO+0d)7?a?RZe$aFyG zx9wFL#-da&nIroDPrjVvYB|n3>lz_i(n7P{Idu1ge&|d2&iu#&i(cJl1bW`e$-=IlXW#o0W7T& z@JA-BQ|PYA!lsM8*Nx~LXQr6o#;bduSuO-m*pKAps;m6zNjC2VVF^;l>DEP}ymLfKP_6ZFTsuDq^MX zOQjyu7Pck}WU(|e7Z96@<{1biw@f!$h3v$(a0|wy39SQn0E_^!%*+18>?{wdw5{e#gs6Qy`tu%F`mx^xw#4YFfjs755_mqo z1mL>O>`Gk)C8P87%1BZqmO=KtRQhzcV!NNP9_=a%7S`Jc*dC%@_cW3Ab(Q=lz;0#a zNS;6uN%~Uw5}T@h=;pm^E;mc3qhT%kw74}+guy4E&qppn1BEOB6S>t<$#<@r1581; zBp{L0S281b-t@_W@Wxxrw9G66NBxgZ*V6WVx)c1#*V>{26E9n;2 z8?i+A!!l~K4*l-Ck@j-$esskw(h=)^0JkN3kM{m$RCPm)a|CuL@2F?(s1RrQa;0~u z(_64pZtY^`Lb`FOU2C2zhV1j-8k*7sqK^{D4axWANH$gNa39V1b%t}8X3j<{K^Xh2 zCj%_{mO?J#F0}{AL&>+V!Fiedjtkm5zIVGoAk}uizxVRTJBh5uH~ASke}6&Jdr!B1 zJ}b6feS-QF=ix>=Ifdr=z){ba1E64iZOG({X5`P`{}AtXBgk(CD~hXSBMNs^33%+c zr3x%nf5524Ge1n{J7e}p@Z5jrfS2B}C>{oO=WFgsltSI0q712;cdY$xN>-;ny&jrV{e4Z6~caQG>)+% zR*Jy>=K9`s>CB}wVV9OW=N+=VfP&wgnlv_ zQNDl*J#Dug`s1LH-H-lB=z{QW}tN6Orh1jXco2w-xxmWy~zEM&b6M*H0ZL8{V%?kf3G<6 zw+iImcz}RsFacZC8k*}h)#ca0wpJ78=19tKU)!HW&oiOlE(!%ZU9!H&Sm6&EKcy4I zGqR$ox76y$?0;4xz9+N1(QqLC{6^G#`@vqkJiv5?|f_FzY}0{tOO%s z{#+Xayw#f|I_f$<;`=Uwy=N#f2uMo!bVsJCowc6N|K(=~eh z1Ic#Q^Hb51?;G@_Yi zB=~5a(gAyEXu>0nE=L8MLP0}wbx-g;1!G4?QHHguqesE?|&vE?oB4wzFrTxa+3pFS+En0Q zH{<43x2fR|V=fb!JfysTH@|QlHjx(Uk#-?g@g|pbRnqpTWPK(fk9s(>&t-&EV|@VZ zr4&my#^$R|j)oYauiiR!2j6XjQhV#rLfDpj!j9{%H&yOqGIw1u6h)R72Ja(Hr7szX z722a)3Ts%<YTsSd)rVEgW)5`=yMLA2fTS5 zh<6I?PREU=aL6|0{oEYm1cO4`r~Ivl|B_ObuxuaE>889V32CiK!CQqCd0Sohm<6Aq zRh4loBavl6H~Wtrk6pj&<>eVYxC%jM5dlm5s3bb!i?i{4F7VNnn=Ss%m4A(``BYbl z*=r~<{1Fe^H3s?=%}Xw+K1Mcv*V-VCTfK);xG5YGQ;-{^I@pCu4qN36g{Nb+JzrTz zO8Dk>o;4CH5?o-jQPa@BEMJLXY_H#mrY5C;hkl_x5dc`u$Xv}>TMSBC7URXYbG?|X z%bkG!FR#FP5!1HAc{LIWa?W-^UdK5qz+0Q=zBW@gZ|3TUl(c_Q5LDEi@e4;nCW;>* z2xw4e{{$Gs>!9pinDamKi_7OSe^#rIlm(BF}Fo{YwqF0cns6G%nvGc|i1be@kviPNM-_ZsO$_ zHzzaj(N9(%`)Tip2yBduEd=FlUD?SGz&YA)`z)LfM(`5nw*ZxXqe7nN;gv(CF=je1ZN7eGoRQ7#OGXrLn+i>y}&s)10q#M#xmT zu>3RoqjvcNmO87YG>rba!}P&f(aGxOgVK|KLI75YcQ)E(`;b)TzYtPS_#g32WOT`o zwy#ShZNiEft*v0aA(JOtW`>fBA#zZ-ck=fQr!}@eUC(xg90l*C0~m-mHwcV2{}m^a z#M5pkDwZ$M;zX3YpWjuPgWCOqbX)wLj-xaI&dF!(G*_G2FTcKyW=%84f8k8~eUlOl zDAY{!))p)v;_L6dJwR%o_Q&^OAG^c(;3=xx<|;lTgb({yIqIq9_TnV^qQ2?UdDA1C zq&~Tr&=xW)Uo_9#so+*QD0T4g-xbnpP5znqDB0vgAyGOvPaS~DQnknzw&BhRDX$rh zQS39PnKa{^xq|@dW0Ur)L-@pxE_^P`j8n-j-7&<^<~G==qxu&MjO@#*sDh z3U-&;R6NX)7O%%$P)yUqRgX7Ez1+)_~6BGp@vLzeUKRSMP zn|gQjOEu(t_-ohm?I%?wrfovl+KaO)2yaPTH_&d&K0}Ennc1kATM+4?e0C)Z{a+{= zxrdYgj3n=e@Qo2LmY?aS1w`MBANrf0xJeUDVsTX>!qdR_w)C$OlZ(H1`kVkk)d?!c z$p~|184p#!aktyoPKuKwi@IWdLA6!be;-DCR2tmS~^`;8%K zPEq+PDtjk%9F5XLW4-mxo+vHC;C7xlB)BsFiNDCEN2FmheMM(pBb)Y@95(3#uHkhG zo8YNXS!7VI(omc2VMXh#wWJ`!37t6=hNFKB9!Ec2Q=DfbtFc~lUInXAlJ?83)VtTH zh^0hfAC zH^);{w1$HoYhy=4k;nHtYzXK-p6n_5UX(O%`c7xUfgol`h?`2#Y^qZ~Lz}Cg+5ex+ zCzSL;4Tsj4+wo7YRjk;Uq1Ra9K*qyNek%>#ixbC(&0f2F>l~l7H~SIR3e0U^w5DVbSWJ=QJL4cTm z!vRBa#x0Z}GtSyUTBjtfFHmXbN?XP1lTu)jMkO;FRpf+hQ!$T}s589(^Y%s-&mg7! zei=|}%@Z7sWxoqMein}&H|@MH-#-|m-T#p^S@Ug$!Mj|sRQoFmg24usIv*!~r9_qY ztW~lLu_*e}Fli{NhKq5#Mws69y4Y^9L;K-(puW?(KK{SNOLIxkarYRl+uoK4uF@a1 zt}JuA^sQ<6>jb@>Yko0}*Hl|Yzw4=veNiFNPX2xo)rz33fu?4b>x9Y!*~D)kXMC7= zV3_-I@w;c<~%6wn;A)rs)+$NkU#c{hlONlup=CbnT-ioKgY#)73 zAkm|^6oEwc{*_Ma%jld*<$p3H?{mW#FV+se!x0&lCo6EIn%Uft`^}9k&`mhHczn?u z`6_kp=GDXnHvONZj%hx;?+HqJ8*yvYxaEw;YwtFGE_@hdz7tH0!W&>^UM&PO9T26{ zL-s1-aLY8eDu4SLhz7t7nJ1k7^f;^Owe>fptsWlz6H=>hdJ=`MZRi!n)#G~B{PSf4 z4mOv$qFEuxTu7r{Xk(F@;6!yG8kQHNd@3S^_UYX0@uz+%Y+cJ3N9PZ6Pq&~#WAqg( z!l~YMcf27854?H8p56Aj1LeUk;XD<4mzs)unxDdOs|yl`iNY%OE|YR6HCFcW0%3&C ztw~VJ+4z@w&X>0q>4`W@^Ks6eeyngjD%Wy@T*16ss9%X`vP8otIaf|vej)Xu(NIOX z*n z*_|-0xi6R{WYj({(lvT-P)Xm$-9o^uB$5=k_O4QbQbUTln z7cW|A#CrQA|9;i${I1}np7$suCxP?XpRN`BmFVi(nX$$ekGYd5n)`=}ELD%aXW2#YNo@G?heOJAAm>Bz zdqm90owQKND@2^1!77?s#r9GtN$;7D%8D`8{YC@lLTjrS<3wtfU8qgmKYP4w)5BKP zAPHbzWG$>x=Wen+UP(&lR_yEoGURk}!<83O*7Dr~g%umE>_1lYvT4t|kDjEsi7@V$ z;sLK9`GXE5$3QO?oKs72#>|)8+)VhFpEqkKIbFr0;Wq*=zOTnmm-fr0uM-$Jm<@B~ zqdKpl=|}Hs{z@p{gV3sC;XFSsOzjH74_KlCVP@uY|h_BF43sXW|Of6sjBdj ztEgKJDH6PN^5(O30>9pzo-6q|@s&jzzn5~(AILeYBLw9AF%<-dgMKp7_a5fBFHgNVY`nPqXcwN*sxT+o z4aqe*1+d0wfq1iq0zhtu7j#Oc?w{|1VlDh>L@Xx)?XPN!Gsy9fjN<7ZP!uQ5sbswtav4ysek zcY@dg)#%N!Nh-YHuqa3Q^h$22c5T@;ueXq+LhpeZOnfaH4|$cBckR4t7pKr~o<+E^ zt8r7j;ds?#d_Od&&K&#~HD|qgHtkc9~nU>Qx;?^BBo;T^SD(6l2n#@MZqgTWrGVdSUxXgDF z6^gzCNFWe!x3!H#L_J!EBqd6vqSwW<@0dhj(O~<=aa3; zdMhivC!^QWK*8w&5Ww5+AG12S;`4D(xFr?03W2trO6`5;4WK&P?vXh%tYq;?9a3E9 z)MwSGa=zY^q;3>p9Xu^I*c_yiFfAN&OyUhVbrDEr*;v--cUPdYoECP=&3FX(8Jl_Z zvHTeR?nL{(-~0xquZNBuF#;uEF3tT4t14|OZiI66UHN?H-0O_g_gjF0?Hc}^g(yaD z#<1-&E+LJ5N@GvzRZ))Q?3Bw5^AgRNhaf7gM^ZM-l-YXh*n0Ha+bL?mB_pJM`X%qY z@BynA$+2ZCW4}EO1)gwZ5@0huDo;D!0U2H@ER3EHl89=%6e3@7dFjk9xAL!E)#Wn4 zWaSDgf<^?(#}NL4q2I<<9@shwW-gwR?Lp@I4-8Z`$}T!5jsgj2;%SFad*bJin~cII zTBuwl4m6*0VLAP4IvoWJ61SSLOy&ql)R><9Gv{oWLrLHDv4n$$i-zZ49$Q3>Upc*O zP_`^4_%gXY@hUWfa-i?35rOBPH#GRoXQDz0tUof(8c8=6IV@p5lIgzFST$)z=lHIN z%BwbSiOzHPPMR%YyO|}PMvMkOXOsD8s?n%*1q$Afn_5G=6KB_sd|7h;K7upHsw(1# z-j|GSrJSjXU>W<1%$a{)gd-L*M^+{+eEkHh)1#8o&o4eHFc71Ii0d3fxy;b*Wg?Wf z9?~h$_h)-8I+eM*N9Q!6{?zsvTf{C_BBZH}nLFv(d$D%rwUD^B9G>8&@AZ*eF>-Ab zStKGeGD*U9$S7WX5@#URzoA1qXYcy;vp75h4w!=FPRO`tW41z??mB<@UoF5U!%5ev zMIHw~Ro#k!SB}uODFLhx4xh9h+2D>Vu2&;`hH7)tF8GBNAko)WT|+CD@mN*ww&?7M zM>Lk8X(#|!<1MiU^0{?|uRUKpilka?R+7FC+X>jQ3DZ-45>;H^lL=SGWsQez@R~fD zJquvLe&SEI*{_D|2nbmnM>U~i zlTj8)>P{<~ zGYmua5nPrB`iaadq%}xnoo|f0)+`ttJrDIw>OS#HBcRohtc4ao!4%K$8>-#Sm6tD!M z*?<3sLLma((A!4t#QGtR4~;{w3&fIjuZToE@HK#TP8GE>#$NE_pv`~a*45S*mnKsE z)@dyaHv?l}E7Ow6gs(KfOOx%c>x3kID8zLDLkwcVXS&UWN?X@nmT!dPmhz>7ei6O< z(4C&IiJNLJq`dVAh_$W<0rFapmqv&GQ0oL*Vu+`h(HGC4v=l7?`OWO#Gh}v z^NT$r=+gN7KB3umBqSP{U>;s{x@^~j@x9|oxwCmWK~Rv@CxF_F)z*$@&LLdsU@Upr%ZkX652fGEtgU)9nezr&lhUH>#g9 zSaR=E`gJ3t#ct&4|Hue_r-&WtbqyQOC9lOQZ0voj*9Lff9o=Ot}%Cd)zTn zFqXf8PG+VdXYFhzh!njX$dE;|U2ilDkJs+o2$2?zDqL;el7IAO*mrnwJMX{A?slxt zR+!W^hl}`rpY=#CNb6ovtDLz*1p{cNbBvqVX+tk6K#bc#=63wap$|GB^tp ze^yIm7eDG<8Of7j8w?A}k)#&=?sVL;)TRgN`?S@uM36MBYDmFdz2}ucE`Wm5`^X5o6DLDvL_S2kR{~ zrY|MAEZJCKaK&b2>WR@$lyu>)PUCwOIOr%BVssNg093w#1_5KoNe46`hqxyu!p!!a zg753qsytPHqFAq{N{QSS)dw+l60Sb+WV-EQmllrZUtsF@dcsQh8G!u+F+8&8d{#$r zFHCx*LySxUG1in{1r+nYUY;$Hz-e-)FJGNJ;=(&jrZM6N@ z%fJ-=lW|aB_$=S11G{=+g|%HSnKF(esf$lvkyXtWW1`3t{%md|x-P;8w$yF^^%Xkx z6PlmfCHXU>doE7wmzUV_Gnn1ZhNVpKUhbT@5kNv~rNWasXn_X_lo*IeK=HxDfA>zC zIr#?z-l+MprwqZWFDX@d6h5d|82CUrW-@QAB`wG_;4zG-w>BVW<qk z!<5sX9478EfT`bec^Yn3d#8eL?L276ezciAJZrfpSFrP9XZey(&BJtn?4GkLQ2NA2 z;8?vGd!EufCDJ-Y+bUKVb_71cHtm4~>X)|Q)In~`*BMIA zpYuDAV z*?78FxF8fUDzuv^>Z`MNB~`;~!R2^p>&_c;bKeNI8Y1$?g3<%x9X)-o`V`M=v(9kz zH~#^01s=o>38haCAP}gKoJgww$H64tE9YB#2MKJ^&fcSaJA-WzrIH`nFeu~tJ}D`>LJZ(o1X0bBDif%BgKME;l)av6F`d zj(QEDpsGhvK1Z*x%lLY)g{(1mxdGc}A(!Qe$L5b@blNycj>pXtm%2chI}>9y%`>Y| zs)qxsM1DeZiWcSkAnu-@X!;CJP!uW z^Arz5+N8HeBdSRWg8t~`&Qbzwhx@?Fh-%8+y%b*7NONGKGOG$5X@xZKr1)uTiJq=M zm#{Zk337uXQn&YHEXKefc;7-cB(n<|qtc(G^uyybJGR2V>{?mRbPzr#q8%NLJ8N>ahFs4q{6bg0)A?&; z=X%`D#rH2u)j=^(#_V>!N~H?%peSEhh4eq;?8n}ywAlU1fPJS+SNXp*Dqo}VqYvHt z92!F#8;J&gH)p0ie|jCi%8e)YVy_$1d3L=1e9U=j{BPx^DIekJvFfENrpkk1F|nh$ z)VpJqD;559dA}J7d)l2eM8#NiyVGtHlS@bq5PpLsPtr17^pfsI`Z;^f{^t2}m!T_2 zVFrEF6O5@~8A&!2gyK^u)-PD17es!a*IWE>-hl!3W_w@!t zvYaQh2cEFw=xSN4`!1f2P?k*OEIFq}HFNc)3bI;I6A&VV-mq=X_i&j;FnRQl!T6HqDKB5}}t?6G=$w8X`%Z#W~yIHGC8Tr;JaUdUrsbV|iQ z+lOJZkEO2lr89J>@d8Y3G)4-ISrFRfYO{j^+hOpB*P%xo^i-YRtyoybc2<8|gI9;n zshk@mqADLy_#LZD%~eFcQxtV3swU{ZXr`@SM`rYzAR9M`0>$|+STdmVuP~;@=12Mm zznh>CVZQ$yjd@fJ@h_AuM_Z+gxzF)m5&@*HAA1Jq%3`i~DhWu(tiu(8;#ZCaTumO; zYj#RqPG)AVAT-2B>mDb|a-D*B4TGeAoHec_qWsGP{OHONJxgx02>FcaQhwDyP-FDd@Ud)xf4Za=Wm%{t#SOs>-~JkXe(cT?E-`vn|^ zxDy%ln794&52i_z1XHVXV$AdT9MUaDrWcC9rF)Y&C43@EfrvhOLV)aZ2oi0)(6ncuvohDm`miFAuC zL{dp4y>3T5xm6%$?P?sAv>qQAd7Q#n_dLLm;t74-NLu|B{kyw&#dP4mBrMggCN;;HtQb{4`(c=Mu-F~@ z{2T*f%AvefKw^NxD7I>XZxEg6<1NNve(}j#0w~8&)$njQc~|g;(UqryxA&LtvBuS- zG1706BIKDSzd6woiDsEa0xo9aRu0O~qE{oho^@#bY~=MN-X`*i@k2U7hGj@d|7Un_`qBDz zfAjiw>}S>iF^+s3_qsRt-o}HHWeE9^qAPZDkl&Y$Ks8R@=ztCXz4-U(igwebd^8o@ zXk(m^`rQVuq|Y4eSyC;9kYfa`7z}VudNiB^uzS35){6hYe3YCtyL`rR>K~?+2msxu zrrFGdUUK`(_eXEZM(o7Rt~gPB1`6a@b5t{& zcXrptRTDc%A(5sFMPcyrt4)dyvd@F6=*=3FciB)V35CmO%~M6+aLr-qlFlGDa=hSc zXR^?-*d21F>iDcz(X!j$$3L07)M~L%2gd1&>8~Qqw~`mt%GnvGLoV|vE}&pNse3+c zv$@Y~VBP_!o#}q)`8nDE(eqMp8GmcoN|}FNsefz9FIT(4H5jPHxS4z2iC_PDREl=u z80V{Tw861O+Dc6o4;EN{XcKjkv8(wkrH(zI*o$YT(NcLvw2N0tOvF z#^+}#r6~6uRdzaWKSM<@wg;1zp%Y9JKbwMTxOX)x+5d;`>>#^={U)Aj2Lnsbn0+uf8>54bJ6e;6JvJDm|mEny4N=$ySG@CT6KhoB(qQ`l~`jfw}U#c2q@xepH5-3=N$s?0qz)hE;y2*0n;?`d+;)a+7M3$&vppIqAOawBeU+(8$@CoQxGbay7fK z(QUly4{}Y4St(O2kYY4%m^~e}_aarQR`(K*o3TC1{dM2TCaV}L>3zsnh}LrEgf|qX zHcE*ig#smH6O%rR%R7!YZHse88Qp997o5%7AFGC8IA=)Ip3KC3`RBKgs%b$orWB|~ zGB!4D(yu)}cz)}^xvDVc_gZ|7a?vfq#4E*I1m89lk2`6~?)GvfrYJY-m|L9>k51>c^h17%*$-M&c+`#Q8AI1fXe!n0c69&fXZ_ zplathoOuglAlS)r!c;1)O(Chwy!nc8QxEI+?EX(H2UdQN%yK$#tz-q~RjHP(nMxuO{+qRnwT(Ac2o2&z zNxs3;2d&RXe7Oms?BZzGnWl-BuIt%uj^wyY3G7Bl9mz*oODA07qB4%7(ESyhiU%z> zDdBmB=dKy2dy-!4Jv=_r$5ridsbfP7`a%i^<>RGt&b(Cwk!ukxA>U^KcD@T|Eaibx z$V*Ag*He6^nWmp*R{QAZ#NCuDhWL2~NtTAe{hIt|#klfL$Dcf$PL+Qr^J2?bOBCb7 z`=I=wFk{p%8%{zvs4zU%SkLO&<>1+SOb-K98Y`E%zg{ ze#YR9qeyiU;nh{GWaQkT0JSy1itVW%FU#b zednh97d}1+C`mY#cn(280q~DIG+*0+Qsb8#F+VTlP8zxUAOOn0+*bpS!;#u7IKc~v zpf2Ag{xoQ_PiL~w^9``B1m7X6>{pV)1g~IW_S4XmqwPMNXF?Dn@=zrI@b`x)^t}C7 zb)bIlJ<71K&f~qk1F0Rr9T#rdl#9CWh8#uwYa6r+9rQXGTjvZ9B*>}$eg7XXU!FnzL5_jQjlh=|_Nx(X~7N)N;FQt;XYQ&GCN=h_`b)_Bj$ zt7Vh_3*K^?f|*z>Y|w?Qe}2m93e`&E+;gW*qQ)Y}MnLw%wR)9gDv z7^V7Fa9QN*z2Y-Qbe}zIrGgzm2@P*;Yo$)5YWiDalSs`=Fd-J>J&*BEfCf;bnt4awNB^tH3cZXz|)p8IXO7p_52 z3XglcU^!jgNWCNxpq%=plEh#jrA6h~v#zn$QROaE@?n%0?b0h<5m0CMRymCnVU4t{ z%sfIzYx96tIw|?r{Q?rhJu)& zS-QlRHMm@`V*HSOaOL=Cn}e@+HNVo#OtH#U=ff*(^?%>*=CaI6FT=cxvQ-WKD3)9>)aatThSa6PSy$G<4<_j2rX>Pe8Skb%nV z2W@K1I)n2K|Uv{`@Ap-xOoxBhNTM#Klq64OI4QvdgkvoST3VbVY zTKz5E@4u4Eb;HpVKTaqtcqlmBVE8Gu4V3+UFQVp;{k5rBpf`L5r$X!etQ%z11E6Pu zP5i=4yR1J)cA)S4kCLMEIe6i95e*G;A_P+O2HB+%+`W~MI6EiW(SJ56eIo(V&kS{s z%{L$&o>lzM@ZrZ;@~e)4mo-y6`Fp&g`GX2Rllt+FZhw*u|7KGvoU1b@!odwx_Es?v zSAi*fx_AvRbh`Dk0=o*NZe9qef53v{Hc3qi<5tXfqAk4yQmnrq!PA=7*}TT`Yshg< zCvF-@11+RFBps1V2f@0B(iUm-+v(>}*@7?oD=&pu0$?%fvQ%=U*qQ%0Xkc#syqLzR zc<{Mwe8L}uFqM{roX3J#q252g-heXB_Bqm@`cI`K6;OcrPpSpSJLJQ$36jXjp6PT6 zm^0}g2j~C=2C@Xn>K7+o)l#~Vez;ynqM{yRbMWK26#lP}?Co;bW&%czIMSRoB&M?9AxCm7S->4p7yd zX*%@;|1(tbxA7Mi`&UBs;c@BDpSL6D0Ui-fWsxHzvg0p z2U8PYviW?Bi;Ihifn)c-=4J-NYVjfaW!Amv8_}~L1=yZuV;6^n%cT-H5+$;#^bC1 zUu{<&59RvyA7eQhH6!aF5h;|tjWG5^WwH&DT_pPwIvQgL8A8Xg{A{VD8cTM?n33H$ zI3glTmgYo`EgB5-yT|W+f1mgB{`G!7@B7|=KJz@+eJ$VXn(Ka^>%Q)Qgx;B@w4k-6 zwCPJO2$J+2Z*BH6=zpTiZwd(|U|9DQ$o618D}=Vwlm-;p~l(pyA4pbZ$FMC7y+ zr!H*W1#|HO>i-KPM^b-qOaB7W*Q?H;Z7vD&K9@_V#Rt0!KbebIgX5sId^xbDAF*<(OmlL`7xYanZscBICDVb@P`{vYp)(p6`V)d-otsItO?t;1{%=Pv=ro<#i%#l0C0WYs% zrP7{FPhpuL(hlO}O=moPbxtfN@?&sQ2r-r;II~qFPi6P(&AM^&$JC{Q^3;?-wIF5P z`C(!c@h$v}a*S)X4gcImzkr?|VDyEEbWiV)x!TvrSxP$R@mMLiz&){X1Zw`We)rtZ zC5(u!=sJ$?7K74LMx%xuVlbyt->}@<>JY6?O@4kiD)N2?u84XGdpp8f(@0dh@uYvf zJ&d<~TCuASX4IW?PoYCIfSJH));sdJ#b#P@9=R^hV@2V0E4Y`P(%)|6pbE+!##y?1 z=BK(==e?GvIqDW$c9*Hks*FT%=Bi4J>vJ2I-QmB&JXm))gqAMzRy9JL|@vqnrn=`CsDa6&Mi=x+tT*pz@uLara zGv!p1-@yrvn_bQUc#l9~lrtXh@!w5VF8Cl~)%|&1v!wW~uOVuM=Uw!u(eq?oR3{6w z#Jn#USjo*Soophqln$r_*~Vl#DvT*g4-!mxuraILyrwUll7jjqSYPl0>$PAC#^>J< zp>b|2IuA3gc2rV?bVbq9PzZputhNtG@#pSq<@b$_W{*rcU|m++x20O{ZelJO<`~;? zuV&!~D&f%0D`l|i5}wj4WT9td!4DgOdTJX*(rd5$KzMD+20OHUYGPi; zX>y=_D1pEz5itnWlKkCk6+@@HvNY*+}17%=6}fkIu-JEYjvri@tUs3fSEb22c+e^CMARG0Np6>a;-GP+TI2 zav;S~t^&KL9F)THnW<*pu7ScHAskQRfNsc>4~y4T0b7)~aCvv~F}AsqJz7}hM(hByDJpIDe&28H^#|lcDZE2V zO?~Ncj-{YfkM8!mChb5lJT+|oOzt0F0<-5$UrzX6L|2AuNiKH&syis#0Pef771TI! z6p`RF-Uj~s?(cdn0Nw#*We^dl|E8=0DC^uVdvG_>o;&GNf4lYV7HxV}PGMm`W0|LL z%Bd>f4tKRk1lB`S#IT4RBwpG!5wo}1GaVk|tKI-#tAega{9EwIEn}C7sT@|!A@W)k zyfj>c`8I+#d$!aiLoJY+z?iZselMGP+wbS0i1YS&0_%9HDpS$a?ZClUvUgd@rZcPs zdq(xlJGgok!~smgyWDn0_Xq~Wz{EhGFbe?wQeLC9XZ40T+m5|-Ka~3o%@$TWvO$p` zr8#XzT&XY#HWzK@_Y?MZhPAq=j7_WfW#sh(s zTm#Md#U;!OUD4_qm-sNTmk+f$xE%u){AH0xql!JfzCDFxDqu?>M5_-D3JY@nmvGv5 zv66xOMF@n`nTlo%A=+6!*O4N*M!5l(f@c?VYm^GUXsvs4KKJUl$iZtL-B0{kON*0k z6O9!1a6JGypd7hR>v_bz%5uvKcUzT0$n&6u+U)P|g=4U1*9!1m^zmbhtA8{P9~&fa zEEr3z`=#~6>JXKWqM}Z2RG3h=?lQ$=MU_a>yK<^)P3KN?FjO1h!DQ(A@qJ5>7E_M6 zfWVn&mD)rRe<(TEC;t{ix}HAz%#MJT^0c9n=I`(XxBD3*V|;t*7sp=Re-tpmDK~aL zQ9W^8My-~sl)lEQ%^H9iwE#vV9r5zV*$xt59Z|@66If%~Gda0yXZ+ZDAyLrBo2!XS z>IA(t`h~@4<^<*^ve^qBV);dGPjR4;i-11fwRhs+paDNn9gnDVPxn6VYMatI<4w>) z$9L6jf1%GpOku_n#;1_DWfNCp{8IDBRDRpJ&c1t0Jn`gEC$doKnD3PMv;U+SAA^lq z-&hXw$%L4|f5iZMC;t_W)=Us6@m);X4_dY;8m8Dge$4f6c4QcQv4~CdJHQ<^)MXA2 zW~G;0yEh@TTti79zU7K{wbf4>i5{(f7I(0ma8Ow<Ez{o~qw$>D+hjX3Zhj0PiR=CJ5 zAY3~oK_p1di@B7Rj@+*~WoJ8GIV=kKqMg5BJWO6(YuD(q)I(aft^g}aTlsZt`l zG;r$Zw2nOz2?gqRZZ?j?kIxx4R zmrlh6o<@}wXo|%btK3hE*gB^bpHzTPt-Sy_57Pbq+* zv++gb0N>BUwc*9s)$L)5FQswQ6C8XJ`iC-5<|0i~bRBPnQk)tnJRvX zRbZX}<22L&v5h7BJR@`J+H67sdVYmk>Q;$d{BmPq*S^->(+uo8$aPy`bcRqU+W4~?xvK`pL6C;jMF5cl|BG| zJkoOL<)<%;*Aq_J%xaY#+PI`#x3U!v1s>u7%XM8-9UP+;Z7v+Zsx{3BDfsPkKM@5D zoMrP?{X7E^@SsBHtkTuWD`Xht!&a78B&)me+qulg+>mb?m^(sNlb#^)x#V(phGp{V zmlAmxlyw}SGw?H#F2YCBx#P4EHlqTA?wte|SCrWh&MtQ&FGNE4dO2|Ejm2)x!xH(y z;kQ325T3ZTz5u?qJaO;8F;fmU%}TJncT=H*bA0^68%(O8^5SR{`cCe5Zb-@;IFn1^ zQVp-<7LGbI!$rI5gK>#BI%P zH~I);Ym)wKA8Wk=eg(_oKvy6fbV)_K2hYB+^Q;stywU3aJHduEB`j1=blW` zq4_95j3cePxabWH(C3B}@0v|P96O?{uhv0+7Clb!-=Mm6RWeGpPdc-9#ujq+wz=_l z7(4qSVLv>0wfTBOwQxQ!>#g6~#MXz~?VP>N6;527kaFwvF$n6M&yzskeY2`H3MObc zsT-&IXg2g8DGty|4ja>fgm1P(;qI}&dP$U6*4-Nmei?`hI$YNg6be96z9e=0ob{YM S?rH!#hF&(lW>jwALii^*$V77h literal 0 HcmV?d00001 diff --git a/pygmt_paper_numpy_datetime.py b/Fig8_PyGMT_datetime.py similarity index 91% rename from pygmt_paper_numpy_datetime.py rename to Fig8_PyGMT_datetime.py index 5130381..fe126cb 100755 --- a/pygmt_paper_numpy_datetime.py +++ b/Fig8_PyGMT_datetime.py @@ -29,3 +29,4 @@ ) fig.show() +fig.savefig(fname="Fig8_PyGMT_datetime.png") From 29a78d51438ab7b4f9637b5c93ae5f212f58e1c2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Fri, 21 Nov 2025 11:32:59 +0100 Subject: [PATCH 22/35] Adjust figure number --- ...yGMT_datetime.ipynb => Fig7_PyGMT_datetime.ipynb | 0 Fig8_PyGMT_datetime.png => Fig7_PyGMT_datetime.png | Bin Fig8_PyGMT_datetime.py => Fig7_PyGMT_datetime.py | 2 +- 3 files changed, 1 insertion(+), 1 deletion(-) rename Fig8_PyGMT_datetime.ipynb => Fig7_PyGMT_datetime.ipynb (100%) rename Fig8_PyGMT_datetime.png => Fig7_PyGMT_datetime.png (100%) rename Fig8_PyGMT_datetime.py => Fig7_PyGMT_datetime.py (91%) diff --git a/Fig8_PyGMT_datetime.ipynb b/Fig7_PyGMT_datetime.ipynb similarity index 100% rename from Fig8_PyGMT_datetime.ipynb rename to Fig7_PyGMT_datetime.ipynb diff --git a/Fig8_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png similarity index 100% rename from Fig8_PyGMT_datetime.png rename to Fig7_PyGMT_datetime.png diff --git a/Fig8_PyGMT_datetime.py b/Fig7_PyGMT_datetime.py similarity index 91% rename from Fig8_PyGMT_datetime.py rename to Fig7_PyGMT_datetime.py index fe126cb..7a8b90a 100755 --- a/Fig8_PyGMT_datetime.py +++ b/Fig7_PyGMT_datetime.py @@ -29,4 +29,4 @@ ) fig.show() -fig.savefig(fname="Fig8_PyGMT_datetime.png") +fig.savefig(fname="Fig7_PyGMT_datetime.png") From 31184023d422b4623ed72836baea10a4e55b3837 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Fri, 21 Nov 2025 13:34:49 +0100 Subject: [PATCH 23/35] Adjust annotations for y axis --- Fig7_PyGMT_datetime.png | Bin 43829 -> 48801 bytes Fig7_PyGMT_datetime.py | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/Fig7_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png index 6b3800ee9ebc012947296e32271c42242d79d04a..f4ebd7453b5971c82ae1430dcc38248d5e348c29 100755 GIT binary patch literal 48801 zcmZs@2RxO1_&U`VY>DiQjI4|jiDY!llo25_`#5Dr*+h2PvmBc!k{Q{_URh6_VRwi?OD} zzbI9tw88$NK6-56nb_rodl!pPZn)1*OVlq>-93K#ro||UDw3?+zq}L=SPfq~pSf*b zi4)TgYLPpkggz-mA4S#b6;34oZczHKj(`I3>#koVw4obq@7HuP+n*%f8||P*OLb(k ziwS<-TRp(5r+3c`kQFwYIlq5{^cdyAZJNod9t-Ar#EL$qRspC%>q+8e~P+rk?mp5LLA`^ zl$pb&r4vnYNfv(9M(N7_CQg!!twp@8^G=c_dTNHhCHSKI(S$p(5%fPU^HqeatjkQN zaR((W-qHI!mRDF1C8X$~*EBt3}oA$ZJHQqB?@zWaZBE$VE~L9Vc~+GehTG{7G&>MEIXA z78IGqc{57o3Qez9lg??oB@z>U=X!npRq;e{B>lAWf2$&L{G%(K+Lm~;AlXfA!9v{1 z>(EeUW@b(gb;1K!ammCp;eBJI=VH88n>p#FP7;2WQx7aYPP=sD7~#K&8~FJM|AL|- zgL~(F1+QL>*?e?3PVuvrhhs{4@H3rSr$p~{wI?_9^S!N2yk=OCthH#>or&c2-8AZLj z$F%mWO5W~$5eR5m_`hH6hMd6qcE0kaYU2NSv$UYvz3+0_*<6jp^A3^s)Tzc)q3!%8cr`iN4!}?O_Y0jV83<2I(eCF5^K6*OIQFpis(C;k($clrdfsk)y{$UYtv=ZvQ>;#pgtc-rw>1fGKp-&-wszzSf6=6vz`QuP*1$YHf6s z+6-)+V&)-L&o9`QD@nw8g{$;T*u?UV+PGt0Oxvy2814CG><@~M}1eFO_@_a)cR zv*)-C(=mkgF_Ta8``XmPx;xgX+ny||jwh@^OMvpJ=9FH)8l`WDr$bFEr1_ax9ReS-OsB zU@{4pn=E1Duw0=!Yy_ntsHn%4)3IL~z6rh)F03boWonkp?wTwIVWOx9f@dvL!%Sm) zD-JLt+`jkk-!FGw(CLqV6%vw@tiZJ5 zfsKqjw<*o8v5B;Sm47U@ARm|-w_VMAEc?M5nxsc>Gt%SY;+l6~N{L^>$>8^OjMOJS z6cq_cO3t_AoKBoL@&5gL9v+_Yrx!fyxB8DlBXZlt@f-h4K6%~m*u5S`!^TH-`{3C9 zGfDO6QytimwQRQ?bXYWRmN&c4i7(O?n`DGadUU&T(Y>X$Hnw+dB-F%hP`7o zmvsJ3vsP~A4U^lL@7M9!k7<#m5W(U7N0?;Cdb_V&f~rgynzTAYsST;r3E*g*lZsB+k%r(Ewy#N z#`EW0de6d*sN-Mf7X9~mhU<&iy5#Aneo7CGj_S$=JUu&7?RF2(kf6=S&ws-;hj;fC zayQB}RQZ$=C57R%(C2BoPEv0{PmS~fvTm-Ze!+Lh3?GD5G!`*9>T{jwt7lhF#@kHd zWDmL(ZF{$?HV|$z;T$dzbfPzhXT|AWm$R4U$u5&3!-2S(zdAgL_IMHkT zT0dpANkX4VVP(yxhBqBD2D;nDXHJlY)9f_FmHpN{-=E{@{I9L7_KkHCN0C~1$DOD(PO8l?R09)>N{;KM_9`}vg$!Hb0oU zPO|Q_L!)2IlxFsK6Kg$W7xN(3nI#Xcg=(b5Nmd$KTC=oirk;1sh%ZSQqRc-1&nXhu{btgeT~ld= z0?*@c@=APBY7+Cdjm?`op6lz*JCb}}yup2}a6h&POwzU5>B^+&{pdHw^hSf`in#}{ zzY7!Ho)q-^t-P!q_~4!OqeZyu(8HGIJyFw7Z@R*Tc!5?9ZjhFnjw!+r_yXn0L4{`el$g{zume>@vk}=*quQ^Zl zEfj0n>2`)b()e#+T^HWQF{4LsiT37H@3j=-JDCr@&AYoBKmU5xQpxmfhUMGnnYax4 z-+5-}iUhuQhYssl=ZW`1{3uB_Lb&ECTUQAzvQ|#g7KdPpSURa*YNN|d z-CA@cBt8S3uOr>@HY09i;Klqst_PjWgI}Ygp?%s;PUMz^InXgE2(QijTjab} zpfvEIJh0gP5gH=T+HxKf*Iwn;q$6G04j%&v~4TinXc z%{9@?$K&z6y}eDNS@I&T79H zNsv-~^ZkxHVs*1(MZR>LKO@ZQk1?MdVDFlL&cx&_$#@e33s@<4m58xXo57sU|Iw>f zi2M#_gQXr#JkZ5zFrf?B8NL((o-@B-%XaKq`w!PQG$={;N{WlqF)|vWk?Zb-!l^>= zirfK}ZfoYnbKEYCVTXow{hXtPl$*{;3d;?-uJq6*2m}=$pyOAAji@l zQjfBQNB5K3a54uQ`4YAE`MkQV*EIQ9zkVTH^Yinwv$ON_IeXgsmL?|SzrV)^2M34O z-sz}2G%Y&0%&H6UN1c30Q6}ln8jFXbp2^%jU7|>hdG!#EMQ%$WviDD<1;5}Lrq86A z4lIM;SqwJbY8Q3Mi8kBRAo*Bc?&{#sCHg>*5G!KZaIpmhJ5K_)-aY)fQI+=4S5 zCb#Xr42y@5iWTY}m8ZL88L_14gE1Pq0j}1A6SMGBz_ovH*KyNZ`x^}Tl|(OYpYalGPT0L zPR^E}w5@$gfpptQUiyscl=XO)T+V9mKug2Gn3SsIT3>?elf~|(r`b5@lfCWB*Rzxa z@6Tqcpm9lqyIEzb{ja$fY|wChR$ABr!2^GS*EH)QKK&5HS~2FREsrHz&sv(XdQzFu`LhcJJC>H4E_`@0@S}s^ z$NY@s2_b%6*5%6&;pT{k1+JMM_W_xh%(dnmdF$nVMEfoFGOfUVgK?uoflA;lX>!Cg zSvWAcMQo$Xu&{d@2P@uPOLLo_$gBvvpocEXW-!LAVkVQfm0ROgZ^y!v2j7JZFJ|OH zx$_fwEvv6`xdm#4M5GTcWf&e=Dnr+PsI1230q2sjX9p`5U@_|BQu1)9!9G#T*k2 z?B%Bn*)cu|gWN41C-HsH=XTuI|2$>FztSS$`yJzn+@h~*M|EH*+pnWHu%_ThM+$wF zHwoUw{H=LrcX&l~kOx_PmQF6lBxdCPAMFGjN9o#|gRuXAS*0B<*`rJ79UBgpfghpo zeeb(%N4E=LZV;MaBc-!<;M5qODUFcUclTbKwQ!R~EF1Ot@_tTU*j|f2X5Bs?ZogVx zil6$XT^T^Elorj_fq7^7*5thR%Va+K{{e4Uneh1>-r?^0YXW=wQ?my<-b&YGifY*J z<^MDBa<#cOV4+|hSWNlb^~Ad!^xsz>? zmD`uCja!l}pUEjPrifS7aP0BHoc;)YBxu%UP257Y`Rt?VL1_a54xDu#0ASI?t-I=( z=Huhj+pE2OvCMXO-aWFj^X`UY6FY|7&cR`##^Tt#4AR4DH2Mn#i5>7?F3M=lfzrPc z>FJ>=5-&KrMSAz5D%|^!N zvzKtej?&N~0bqi63Vp*bQ(?a`H=c-WtNzlCzrzsNSUcn)uDhq)RPD9WCXcw?ou|c( zVb=>Gw;6oK>n^5tFLA^A%r^;r_l9{UCI*JIC@Z%!7JO3Y)~?hUCs>)EfDWP}UIndU zf>=T>F8oHC)e%SQMK;8UMr!5BAY=R_iR}@IQNJZvJX2` zp8_!7#Vfj1rqzV*%xAasNB;*v(^u%e?CtN)sw-6?2y`B03-o;3 zrxob^$KP1YHRAWrC){d~&_7RX!^qFiKT_$u0RDMC5|*Z;O?Q z>*I|FE3)`EinbeKp_qT|2mcOytGAxa7|-SIsh$=iw$OCod_(cj-u~_#SBV?Nb>5G* z?9>eDFa3<@UthlnO@GFAN9H{f?!L~aW0v|OusAHUOrVx+K&N$m{tj3IYl=Fj~;L$zfAXz0UpJ{qdWinWPfhAdN-Lf_qo(= zH^5JCztB3ThYDr4aj|r*-Y$Ii`te3i|Ds9E)4Pb{CRHmrlde@2uy|1wxL-J6KLKmc z1y##TJ-lGTv{+-B(0lBZvXb6F|4y9~xi)bGA-+>2U8`4l?~z4IcB@F^yu~U8HRgC> zbf*jHvM|w`<8{3EX1wvA04X3V>vu1C38^N3>&nK>Pl)H&8)c`o2t==WSVQk93`2f> zhpg24mf%}(;s1}A`)7R`aAWue<0@~|(R+Hc>`#qdH~yX~ymYN#qhzhH+H1eWy2YQU zHH~3SZSii#*kUTiqC=U-#;_`2zL3C#uwhc&xm&{uI%Xzvz+#t>iQW2i^2%h9Nt55b zQ>RWX4sqVz)KJXdcpVaQ-1vvHwx`{uV527TVl)gebK1p=thq&kj}ZVq6;I*4KAUO( ztz^gIT=gOtd(x>fZS#xO$4hohj&qNF3OMZ2$gT8@?7_XzC23P_n&anyL}(>YJ~WCS z^Rb8mo5GKnXN7n?BiCLK9Hq~~N)%y~hoCp?!;?SbsEa(ZIMFX&upTFe$Mk%~SbuMs z*T+7;)3lhn@0@dYHYuTNdxNx!hLSOKM&jlT0t*Ve<03Zkv@U{4z>v&)W%<|DTQtWh zo=PbWTrAgb{|Ly?k*TWG{=Qr}p!))vfe6#tu6 zI`mD72VK|1#JeObMg|7ZB?|J8E9r32(w+~B57F_) zj-Q_&=nTz;4=NEQs_AwWT6TDNcDu(!`gH)2%2-1+GYa2O#EaMM7Fj#r({(g^39}YV zWD>Lb&rjEHYa)~hua$`J3}6nBpu1U{F2Cy5BgrQbm+rv7*`1V-;5yQ{V1Q>uOjjulEsII!%X@H=30}zR#yN}Z#X5ekSzoG$6VA82m#=018+ojXL<5qD|uhF zt0Vd>wdKbQWO7{m(rxG8CNaN_^9EM@%j-Tl^Y@a$O6zA+CB0~WwH$%;O~KdNBA9>U4UW#>Pc-7rJpzfX3lu&Km5n&hr(M%q z`CljrW-iz1>W?-|OswJEyXNmRAZ=Y7^7~Tbqmk<*EBii^zDXorpa9OEg4Y}|2F>wDH}qWe8|Q7E$W>p0LbK8B?YZ~s!VG|e zVqRX}Lv4miKDL>+qc3%G2Mj(n&ds@uh}OF@XgjY90@+>sjL*T28LLX96%s$G^@Q5k zI*{nOV_f_;)#=$z(aczH)6ShLw70`#&i;6cpMlWpAYnre{eYce4G^Wd(vtTlAF+N_ zm)SG3WXlJ0nZ^^u&ANHfHV0G99P8O;M}sGJl>tT0bdgq!Dl1}+spN=|h*=#M@S|Y% z-f9IM4to6jpffUK%v4489p>MKc83cfI4n~>e9^59GgQ=@b_9fmdZ%F$!_ZG)YQ>3* zwo*owS^l{8zr#z}mR#=5xU}$%#PJfF?X@veefJ1zw}-7~13;tU0C_Hy=@H)dIzb+| z>==NS=D4>yw*2dv@9(i6ZF|7O!RMS}{q^0wu<_K*(dX2078Ef}iJiKj)48tG=Le3i>o!r%T`L$J#bI_7y(Zd`$$#@*LdAua^}yoW4QKVmWd4&P7~C4_7Q%anR&A} zVkNzOWbQm``3DZ)s_noz1$|(e=N6#kbaG`SheQLbl}kZTr++ z#FB=}ch;Bh_`YRjTl;fd@^@(^>HS(nlmfBsOZm|}fI{woG2#6)Gk62bzmGuzKX_s&muPxk_HYqTH#TtT1L^_MZ3OAFc`}4a67DRi4ItnGSWVM@~A<9x% zPWSL>R>hc?lqNc|%c_OHN4x~GcQ>7Kzisfm^c2v99l>T_b|yX9bE}nsollyQ)QF1X zAgzEr83BpEM?(rJ_V+POQmUPWb8qFc=O4!2NUgjQ$kxGqETdTCB2lNd(QrK;@3rB$MU)O$u!WW-$kw9>L4#yQfMj`o z@16#hjjb*wUsw$Qyb>jJ=@PEU{_np}X*Y5s=9!MiC(`ZiOwsL@2E9<`Ve1wFK=1jO z?na58sG9H=$W2)ca!) zD1wURjRe{=K+FF4}H4TJ|AsN{##L@GfG$uMRr7@Z3^WT5}M81j%)8M*5b0%D; z19F5qxk=st{Y(FjVVi|dMOvtJlim3`k?>c&@RR)_C-c5g_^$`*V%v$Q1R4%*oOM=I zC9MtgGBLSsuKi`rzzZOz^lySJAXjL*prLYg(7_k2(7gsy*vS#*B=A*Ye&vIb?GER3 zj>W6Kp=;-6V9OsVU*oM8^rdj`x_IKNFMRZp)JlmJWx5XvX~@{79 zOXpOJIKSi|b`BOXq<$iS&$oX>d^13|cGXJWORh{;pn84UZ&dYaM^LxqAMO54rg?H? z2UERyZ%tR>p&Z*A01I}ZzwqMzM4ecpamceUu?sYeAo*#jfUGhq6_vz4m%MN*a)z6~ zwWtSulYwT&`eT|%0Y?Ci(wq5V%w^5~bS*3Fp*kA0;N((|PpvWJ+4Ca7?ez7nYO!Va z{rP%-awi)0*Fj@#ai|Y4+u4TPzUgz`K+4A2# zQsH4YiMUkT{vZLTv<}gxrfAD=i$f88wN1K1MMZA&PzY@Kf-|Qp@^G!JT5+9Yi$p73 z5tCrDF?jOqA#Zry179jKyuUI}kRW}e)e%Y8t0#t~GC#uNCd6`ljcW0iAiYniPC&UF zV*`>=FRB83(Mmm!8I?RvO!RX$4s~nexA~RQUW1&lb5W~*lXB-}q*ye2E~&t3`_@;n zFCJZM?6vuSyIzJS)!Z@8Ob<0XoZQ^@r_C_I+`xk28W-5OuyIDb?HEjORUVZ&osvPz zbZHMbK9_IIKmnyg>9G=(;0B4*@+}bdZ?|L2daXpGEhI)%>12Yy=*|W;NL-6G z`n0SW=Z|v&YT>~01Y`^j0|G1fQ3mk*_LK~8-D9KkAO&OwxPUw6_LeSlkquu`dcn|& zGw1wPBO~#w%$e7{?fuYQttrxRKpw7>1WD_gh?;co>Z>pih({q;EgJuwEa@Wp*57Dy z1+&{p`h(|O7W()qER7B%38;2fzy8S}u-+!K`!B_>dAXT-apDRU=-j_(Tteqa#5T$2 zV%>Nua)Y1eLE>jV&hjnMnufoL?~rSB)w@?tN`YDXn1f^?E+)y@$a^NoT&VHl$4dyB zYfAFz?``DY+j7e&GHhIJ;wMZF%Af5fxzcbpKW>($q~^2k%FI2Y7XS{y^jY6yMw>;i zu^MbvE&yxL%wyO;YCah=lfQVgEJ!G;_W1V9g!9rM>}4mdZbpl#<(?1Nz8!T&SP%WYKKNd()*u zM2*@yE@NOOTPL%7&i(ZcEww5*^<@P8V~Pvjz5g$NiJPfB(zvp zt9C@_=<3$LQv18KR9H}OWB*3)6|MjH1(z>?5nxP_pE5l=O^P-Z)xlFgDO>vfX*X$} z?rMSYfL_x4TMM@gRe*{@k#FM}M)i^+I%DG#mK}=E^rCB@4#9t$pqGVHxB`poK=u00 zLu}pJ^@x}HdBZ?~cGPzROOn8JFuX2iBYX?8rRy74{{J~j(hX5JX~Zi9JvQ~S0O>CL z0Vqe)zg2xg!>g}*Xv%eRhg$lw zYT7}dfrb>B>h!&LgH=a*S6!)}`?-~+OxbROAf#h#wDk#mBd4$H-`9@bTi+^bM-MnR z1$ASF70_3;uJ;mzvaEyzJp+R%NFS`nFv%mdM-Q)IJeDr=a%~R=C>KL{8K_j--Plh{ zXSYt@ceAaFkj+(p5r7*4AHDbN+j}`MsEi!HPT!%A(-H~b?9Wy_$_6hyg^3>5rKuf@ zvohNrQMj4IQEaHY7?pw{qgaGU?9MqwU*i-c&iy##!7lM(@?BAFQk(U^k{7 zeMTr9a?dB3s(~MBC}=Ob@xTlo*frhH>DO8q8o@g;ov2~(7@fR`p7)=hS&oZ(R6K9N zd2n8$BSK5_n+N%+Amv<(@m;T^H3Oo?jg7TW80UVR-@kdkH<+0^RfKGmh_!$E=XvtV z8&}nD+E$4%ugZE@qN`XTcQN6{T-$+P>|S7W|D-<^-?)u{rl^tHkzao|l&jDdiaZx! z(|?T(ApP;g#Lm{Cdd1pcVTQ9-Wy*~N7Zj|_!`oT}RVh0X4=7uNT>&x7JJwEOUV_%# zkbWc^JI*U6QLvFrzMs1%+Pat;vV{;d5}FFFZ(_B|`w|$mE`Jzj|UafiDYefr_;w!pLKC2<%}QR#UkIdcp2@ z{vTkt9XKL*%CokbMZAA(c@BoBUiWo^*9Ek?1nkWLW92vpGtyEys^Q?HeK2&Qp&?3# z9K_mQEBDGN-A!S#ddCUT#+3f+yrqjfP7-1D8rwCt0xO@EeN> zr3GV0}28mN?E#U~p|GG0tzG+b3$Vlp2R zbD|mlpcrkxN-Xw3Sy;$!N;S#r=_y({W@p5O)SpY5jql>5@&2^2F9j649M;8PZxjE) zZoYq*9oEkSqDh^7@tO2kR@z5sy4#216P8Q9;JZWe{G59LHgUyo%$8B5vohe1S0fAX zWT6qyweL{YgIVvq`CofIN~dr#vL5$C6D)4!_}>4zXu_7S@UQ0R3#j(-SfB0OUYl9N zkd8?RS$nO07hA)Cu8tL&wX})R*JRZiuj3u>mW--XG^8RUVuUKAyZJg|Vq(CDz1Giy zl-2V7X6PygUOF}+kls8x!U!L1xj4L8XWV9rsA9feFb*=S)WR&8KVQEp)~Lfi(l9vt z>@#^FkfUSw@{yQ!C4o4hd6!6oDW|vL2H$!pQva0Wtc^*aGA!ggPXz zd2J7kc&+jVz|-H;RUNK*`~p;RzP~Wcf(Yhw68wWuFH&)ZS@vO`!i!^F*JsbNgJzeK zm&7!3>sqg-Ngw2igxa_#c5YCT0DuX3!ButJnZQ>N9jhB^5_i>rTN+Sp_)giR`WZvhieG7F+4;Inm?E?rtr*Yo~o;r*?grU>2x z`^}_u{}VvnR22Ns%^^=9@e1kP>F?8~G;TV_nqw&F+mGxCru$7nh0+OfCMnnDF{n&C z>|1tkoZQ$OzfqlhYI??1l*kS2nk!vIFW|2^l>X?}qkG6E2lbMyibJk$$^?1_068sG z5BYeK3DKOiZWAuRk8xHfjeG*Fn~PYz6yQaFp5XDlY-~li@|IKcLu5 z^Wq6p$o*5uo9WBBo6bcGLeelQp8XrVsPKj7dEZ+;gO^>YJs6dh-PYb>pF+#gA^M;h zTIhMi+wbOk9$kBgM~&#R?MqB%xbd=>1Xpy{M)4HkwmbPcIGbxrnaJiD%lDdnRqXzk zsWg6rQ>>sR8S+ynahjBzZEVCx>sY$#92w4Oe>Y#-ialsVYP4o)f%G>mvOd8H{dmkc zY{S@kTV>HjxAvbqGfn-`FHn@l&@H0Y-Q#Wc7|C+|67Y@auY>)f2ZC z;of&1B*zZ3R{VAz$&0eu09vUoQ85V_F^NUGexz|I$Af#Zd+Cw|4R$&rSL%7C z6C9#WTY4u$0=1n)1Al2kab|eAHMSPTEJD z#wos%Qgw);AQGn_6tv2XzLY4?{!wJ|-udF{&zA*td0~Y@WbEPbO_UG!c2Vhy|BcDY z)GM=JD>tPc-8J0zvB{3pU9(W=SlFrmYH&hLbz3cN`=KqL_OP`bQNbQA%#K#^gh>@z zz!r3cLSV!it$js4F60;qvQ6lZnAmqN(8j9t~tN*EYhW zuLUPh;}z-czurIjjQk`H3sqo*WyGYu^>=9XfcDS!Th77r;ft&$G#U^8vy<9qxP8cX zvwnpY0x_dVf{x-2Xs`^+{h;MM{Isd@lu^aLGJv=3$nh@-(h!7Tzuvy41LX)ykd}{a z40J>WD#v{2G`Ty@qesKt`XDbj8cxVoB?6p=@Yue1y?cuOLB-9oN^lE6G|MVBzwDBS zSa5y=pKQaY9&SMdHGMjLx4VmN2Jsa(gBg}OxxH9V?sh_nwO3Q8$RGDllR~u)4?k80 zU^=zchZQd2u-6sRqA%aP1eyVbyw}4)sAo#N!?{AJ-`;s`(XBBPk}mbA5RzujJciFJ z0~Y&Isepa|{U_~wg7-G zN4jE2a&>YgxP9&0zl|42x)T!X*f9C4r#C#gO*!vAjx_E9jdg|TD%$`NnYWi*8W6eP z+uJ_g`%{2PBV-T$%@(TfEj~TT%5~w0*|d?)$edGbm&*Nook-cN=F7K2pEG!C(q`>7 zomB-SgV?e9tclL&rs%X)-r6ht>Z>ZEM`Cn00p}XzmjqpIQ^R0ZdE5s2IX|rlAQl^a z@sq=BQ?ynO3^x9e;D1Y9ajILSr@7B0cB(aBT_q5des>;0o8mLiiQoyklEoI>TiQ#O zPzNuqLc4|lAgt%c&K-s9%-~^QA{LfU+(0z=HMGm}R{%tFNcrhJ+~W>7^Tk_RiuO|@ zVVo?Fq(x6Vzbq!6F4x)H{R$e$NGyZ;Q$z-Ng-3t>%+{siFY}Ii==3YxY!C-x0CKGB zzeIS;qP~^TwI4Y?gqY&Rp1r6USFJ6s7Qt7?2iAKi0-(%a?fTKNC$)^!kWFd&+sQ>?|A%c~WMc9=%h60@9D)I$ra3E!UVa1`e`+<$C0HZ{m`kI&yo`S+#c&a0QoO7ca5 zD9NCJ&W&O^nYJQ6yv&ZBP6D#=K4XK8uSTgUxFrLYe(V1U_WOVQ0Vq8L5{L_I0r#B9 ziMU`qR1#N7vrhC`iEjHC`yY--5c}(Uhpzf67L3pKHQ&nfEyG69O(l6yO&}Jnw zRsfYjX2ufSCz)nR7g=SQbSk^PyCW%^W>^758LmUsNu!&++*)eW_|65MzVTb) z-+wcT9RkNIK7$mOLcWNhU9!w2SumILbze9`J7tHSZ%9fDqjGbr)KY1QR7r(Xv+&O& zsArZ+;}YDx(UxzaB*_0>sf~vY@#*?y23!!q$u%2${J-P7=*sg2HU@KAV7?qOIW z5CUJEdI@3>{F!fmvB-+G*x~BZoV-KaV&b1dAGk%)iNr&EZn!-j}rzzeEvw~CiUJ<5$dKpx##)EH^ zr(_e-^#bPq28@3PWK5bml1ze{yP>yO-s1Iq^k=w-rB>Y6ZI|ecTI3AMkN-`#SzR@D zAuvc!`+m!2lFOf-XBfr%vl&3qSCucxgRpcu%eg15_+tX;+%7rD99do*X81}rxurRN zW^u%0Er-yerb@}OK9`f zqm;{ab}>;s)%S~81yCH0mtM!~#q^5iQp$@LTp@ekJqKrl8rwGn%aHvo`1r6m;9Tur z2&)`TIA01E{p0|&m5;V35bB|-rRMQMFzY{$PlUbKV&l7+_(PD4UU!aJ@^~Sv=#HZ8 zSl2-g%{xS!!U~B9d)qEyUMvin4SYD}7NhJgliMj-3GmNzCWQ<~7kwnGP%9{4#~^w% z_>_+VPq)bF`Uf&dG?3H1_4k!Pqg_ne)A*od8ztNGN95eQye3mgHr-`zc55&~jn%3} z5h43WWJ=WwIAgFt`-R%_nH*;>Ljd43=idW!jmmOtceiQ zk9F7Q0nG<-z-P>Mq5O$VgB=a_NHb>_xJhKO5QV{)g1apuQU~hH{<$Zwrawp$tsg@$ z54P@>OxOHQhJ531-dZI+6QgJ(Bl`d~cWrEAdQoU9C}lXW)#XwQ)?z_p^$*khlQFS3 z{GB4lG^n!GEuprW;tnxy7iq;)WNAN-EuX?Yv|^6o>>?doWI`rhuKBWfy=1Y}W+6KU ziUzNm`c;!5cVaaNsrR}WQ9lf|JUxauFKlUTaU6_*!y$Q-nPGRhWlbGqBg$!D8Z+!t#3=a6n0CMT5DAwEWx3%b6Tkf(-r{Mapcxy&}cYSORMM{9dKZ zB2&9sNQYWTZp4FMKeLEaD7qj;-b%_(?$7Ygon#ks zKcoTxY#Ds%oL9r4+ksa^B_Fgf&W9Y5d%7G%C^NIM1g0Epep={;DI zP5_pd1~`3yLhfVQ?l*;Q5vXhX6~^I5hJzz=mTxU(7^ObMBAQHv^1Qacv^EvvwaMKI zk1XJoDpI{ro04MJ^}6_Cw}^uOy}aj0{oiplHWMA+FZ{OzSpRuLtue<}#b@7y;mxG9 zPvKFs0x@RJB7c6vopSDAC6Iv7vg`r))w#+$Ajx1f7$P+YLc4HvDW5N#gy~!i`vkxN zh(C~5aWU48BN_(H>Xu4b^vDLMV^}dZn-vt1W|nB%SrWS}KmCKRz1BDW?e3(PRH&Xw;@l#UepyVYuvGh3mPgjl>_k6!z{tW{6n3`^W zoy(S~V#rn~q=;?OFGi&t(~Rp9B2&okeprZXk1*Qp{hEI!eLi~7-jm{x#nO;bZ#!OJ zSI52SfSa|m8)rb!qUw(mv9&_Sn9$AZW+0mrYXG@jd6H;;voR-^$(1f8ZDA>hUs62w z{kEfnL%U;#bsb>B`@^+(vGAqHKR!fqF%&E-hAGm7}YO7goMGnbD)Pc*fp*rs1!UR!iJQtn_i)Tj-sy5{P=T*V6xdFb<0k!4u-O&$;Lu|JGCV4WK5K4v zgB+&?JmOCFIz9g|=nNJRREVP=t{?@Wav=)WN znRV}D)F|B>=FM^%6xAK>aBwQseMqNG;TG85Cz~36Xx_G#2T`{~PuKgRC(sLmQ+6?f zLsMHB6gh(=C_e?l2)W{8^A$>KuZig0w49M)jrXst%Aagn0|lTsv?St?f%8G~5aQc=|g zM>-&K3^ltW*#&o%+MHsw9$a*ibdyCuY*;9PV)jBw==yRy;4#BOIPNtAwhBt~F?|QK zXl0R~noodlo83nVjv;%M_)^)Ju1JO@MA(fKGjxd0s&%ZuYXa;c7A1tkeTb`Q%w@M2 zC}8RWpgS?T{Ohj=By5^Qm%$Lh6S2JAPXvol4SBr5N;u`a>xi(!t7PmfKZVq~*G37s z%P-We1k|YE1ZRupseQ9S^Q*|DWslJ>BE%k+%h6h=yud)&nzat7$cNovTga2(ljq)8 zNeEruygq&aF-LpFsMVL@d>k1ZA(qP2I=|%(US$ zUv2oicin4wdifdTH?om>gd)}~=AM~$hA&}Ek#4251Yjl?M@GmiW?m_1&~X)W>4tzf z?_9~fdJU>Ah+u0)!`Z7*kDui0Q90dnqv$6b@~7fS7hf*3lm&g zB61E3bUoc2tNa2;xK+4}Mn1s-@dnl{_W}YJrGXDn=tq>?#`B}oZ;G=2G_M%TslS!l zv?Km%Lcnn;dH&|Vfdro$pohvuwSgaz9^pDoy?TIQ4UP)t^>tx3Y1XTUQ|p{=9Zc;z5iJT^5&hS>Wso? zmbXHp)SS8N6JD=9ohv&)jC__EO6%;^`#JaPzV7!wX51(qlE%J|+!{-k-QI34^rfhk z-dQ+TyQ>dXTRXH@3W!mb%IU6jMsgpt^L3_;r&DwmEkkC?<94^DH@*G5U0r_C5>^K} zkVrTJBQE;bN00SQ)y(OqO$ux4al*eQXA!RnnQ6 z%5w$Pe_CG^cBO>jDbm;k_dS4QDk!VD?hlUNCnrbE0cz4bcmGSz&%3p!ndjVMxOL~r z;rQ3CZ0~&8K@KvhTZGC(GjHTn$}7QiQS7h+>sN$=m2Ojsg0&OA3qYV_zl@73oL<(j zqS81wHkOkZo=UV$(@zK^!1#U#Kw~eL*qPrR&?d`SWLJ4G)-vi)(Qu1Aptae-o zpFDa1)D6l~g2@1*124(_zKHo4Re9r^Q4&wtahyliMSb~%M7qgoe^gjpPiFC+P@-V> zZLj#i?Z5tSh6YPs6o#%DLIZRZFcJujUgE0wX5knI17Q*2C9wk0*kJ`Th%fedl|6et zi3Fu2VpQBMj;^jj@RBZxTB`=vdY|S?OY6-$|Kr}|43=;@2*Tyr@3Z~oj|5taq(-@8-=}f= zvMx;`nP6m-1d-iL!ihLIw z&^X}j)ucC&D>g;P%;>n{XN>yC2?`VT;oW-lqUbUcEpwkzU{Pu^RCt17vj3^I~8_Ba=4uQ?pb z3mPmSb2Me=V(AM6hd90xIYGS)cvFvqFDp+&_uY#pU&>OVQgWTx`I_CotrbF3KUFbo z-UYo@Ua{@7K6)XEn<3N>7WL9GeIja&|9C{rr{nO4^WTTEM4$f89zjX%QgP9(g(-O<{$3oak@4v}r&D?0?XpvbaQw!?%2J)o{J0!YLct`P>R8yN<~HGiuu|l8TDFRZ~F6Fm9c1RgAuonPwj|l)&yBm=w z@y%<)ejpDSCo@F8X}-np%zy$`%f|O9pCyYDV3ZHP?ob!Wt_PJo6K;{7nW+@= z1<%$0{a&5~Oyvza(@=kvKzuwyay*0X=3SBs6pP1gf_OjjE5Mo6w=IdX$^ysFSxeX6 z67efCUEOdFbeTr7H|>rqeE=dDwrNo;+5}-7D~6miZzi+K9_Q`*Y;mKIv@)}R%Bzig zObGU~=RFdYKvWnzLDT>2Q$r_%*$m4t;Xm@$U-FYP-KCBQ1`b8w)lK(@lzG~&t~ZJ4 z1{09`8i^#3xX9 zz~4}hqk1xiZ;BZm?z2A+!8#*V;q#@fW!USG`e#uk4lE|ChmThfQeU4@62rrRZVBVO zvPIKxwtin0O`uMdjnyhgPE{09iFK{UCu@4uZynVEuM8N}u*q3($BxD%hLhTyqx>$< zFFP7k%8!W~dP#1PHIzwmNb$JeB>e+o7jpDbX8(QLFNz3yM+tr))sRAJHH)ZHot3)< zFG3v~$d8l2^HCg!c^%&giOO_;-2J1;98l?x0z3|C!|OqWJj@SgY6>VhI^>fi-@K&PcpF{(nyZhU{%Y-v zXZAag0Fq(}=c*an)RwtjTj)+JqUhutl%fkjXP~s)?mfvkI_=659bJAeI?6$;ydtwW zBs6)qHWT@Z3pV2AJy5x`=ARF+bR5Bci84%^Zb~DorzqH@lY9spJ!8amcAw{piqX&t z+krm#p4FE+@Bo)tq}9i}u*Pu~Y0j5kKXsUb*j=GO(MZE5-4RjS!h%d%c@S0}e1SA0 zYlr4x`1yY4Rr)41VqaxWqpn;AVE9tqJgr4qB(&z!2%4oBut@eC>fU%+EBNupVL4hi zUH?M`Db#26)q8q7)!LuaqLVb;_(u?9DYAzm%ehefvv<;01RFr}psY@10A>6L%2mZn zr8V-AQ|sZuOvnWX)9fMXc~bi_X9jPBV6|lw_5twgc@^U{YQg3PNkk({n}Hzu8x2QP zU)m)sre+?>1LCcjmy!G#k3cCX# zyTFnL3K$LIoLB^`#Gkm@ctA}eOH9ObUGS@e0g8GxFh7sP-ih!2DC}~?XnOC4nqSCw zG$y#Xu9}-b!Ioe+rNoe1V}g_$^G<{2{CRp0w}K%!H2S9&UwiP2uux}F8V^CgA}+*` z|BRt_7)93chjtZO*DZ#jUDJE@RXRgIaE;y9PdcU79buaU+ze$;P?g1 z|5mhSRj!`y{hbF9b%WD|WxD1Dd<4NhQ_qQf_>fsVnj!_yTvR zJeu7xs<*Z1(Ye_Dm~rJBY!qF~zd#Fl#Gy!)z3q>7Q!A_oDxL7UxB_qt`X3qIG&7t2 z?!Cu*s0QJ;y^hx)o4#2JvQyTF^-u4er(9MJ>x;2(SVwHGWD%og`SUOHvHHT73e2`o z8v(I`S9^Nr{MJ~M%8k2*0&DE*a~xm4OwqMR{Li~06odLNf>(G&#SV{JzD>My)21mx z-X9GfZ_DN-j0{^qAU4{^uAXLu6CI&zuXB9qW-c|P3n9W3R8`E`T<^FKWmyrJ?~ulL zrC{-62b z;{pw#h$z6~arx6}4dbI7b}<0Qq-)KzSBUeTyF}jA>IdWp+fs8P$ad zDHLqk_xV1h3ZvvCKB)5iUsSyXR8?E|K724iDN&SAQlup$1Svr!1*FfR1nHEL4y94L zk&p&SNkKyC29cDK29X94B>rd7e4fJr*b1Rz1+A<+9TH zSdOh}V2M`*W)lr9BUz^E=mw1saA#X=3V3|G5Q9Y8*pK1_HDb#S@4aWdz( zZc(EmwiU#R`0ZB0KUn<3cDk)N&4FmFyBfoZr1x?2%wL8Osl#50Kl(HgN~|uRjGF{u zeW7c}O{B#d%{3qi9xhRpoD+FX_ z;u~^B;xCBEdwvGq`wZ|Wp)Q%qV@O38`WX_yJf5Njv2&gCgx%8)WJ!f}WyrQz@f)8v z8DOK&xrVQTQP89YKF%$B`d|2I(Q{$es&kYFe@Zw5KmsNnx&kH@+l?vBK7ms6 zp3`#L;v%Hf(XY$wk)|wLnTDjre4Sr~4G4r#@7zj4$_(!Ht}Bp>%E<(kWC?e9KIgRu zYjAE93fNxds*%}BxEbjVGa76}wG{v&JXnB`&7h=;CZ4I3^mLzb^prh`Y-)n|E`U3z zY_3@8`CU5yw?g;a&t@Li!aCVfi1^)2^*<_E%NroLer`Z$y1}ipJqD~yM=Gp*@2uHc{p9~=|)EoqeC?QIusqyT_IX+-PDjMNU*?=elZ-gvmS73-X>y|$}L0U2zKug9w{|JpcwxzCV z$yULZYWLbg3@!NcR^uJ~*uKBixZoVVd-o;#0PX07nWxtJa>W;UPIG)t&KKwYo`c6m z{QKckdNHqNoqRv->~{{Rv9~mt#Tf?L1{VYM9HpPV8RE3Kx+*ncR)Ddnje4Y9<&+_r z-AmcqX{WRD_ly3QTPulz`Bvm{)W`KFcWSG+JCQ`-I!R!e1#Q&$E>$ssF`3`$){9R` z{`c7%IR{Wt!@uH86IeXV_}&ibj=EHtOBuU=SY5CINDL(v#YX$+Vg*Pjq-61)SiNF| zSS{)iU3iRxK2yV}Z;uMAzc;3{v$KK*+83VKu7ygUPP@VBKZ;@-(d|g17UsCPxMFu>9*X6Z{*uQk z4@KNLQmO(IX|~DzBL1$|dYCVw5>_!OQ-VE+xH?d965V@n>BnuAS=p$wwS3GfEhN1R5PhwO$`JFq+Hb-(k|dA_OMUvGZRfQ{KD(R-4-8jof`W zJ;4Rf(;6w*P|N=YYY=g~yU|c0o;P77Y1NK4ch4Mehrd+R;_gkz=SZ%0nPBY|bl5!@ z`2HLI$;}%!teAI6xk+7$Uw!nltMsZ-mb=cv$+zH%(-XZg5iPJgVq#+lheiB%_MstT zp|;~BLTr#z{1#jE1Qos9))c4a{qka#nCRRwh)^&R8gzM{wK_^@$z@;OKB~x|)}vvjXY`%i!Lp#o zvam~VU3!lgrO1t!>|~OVrAPK&l*yYV-cCT7MZn*Xo$>;rANO)2`z;7x%R>2nUGp2$ zSg4y^fo0y{)^jCBO3Y9=1&*5Q?p?|K8xw}V&kY7yN(@V%m%eKaPzBb86xsFs9vc$zJ{U{D}B1P}Sbe(C2j ztRiDrc1uiZvY4Bqa}%Kv$i1h(Y}LM#f@lrTP^dCy2Vm?W7KDQqfbrtL5+*SN?*Oj zQs$F9J|?Ja==euAy|~}uXWPYc?7Cd7knsCJ()Ea5`?3N>r=N}m!vi>kH2N956u~

yv-Jr9RYiRPk#>QhUL1YwVO1p+Xm zw6P&^5X*7EQ1LMNnxo37VyANSTPW_P{B-_HWG)ROB^*63*!*(eEXpx1);XJ2Ff<0v zUk-EE!o3Uhinf2W@ZKNgd}C4|0aP-|BvvW|P`>Z0FGw68_2W1GSSJK86o$NUFKixt zNkh|LDa_|JGC1jXPLNnBO4<08GEqKyW`0BFcmn&3n?6z(i9R?8k$*phqDfI%QM^E9 zom)Z+67N)ue-wZ&QYv)eLt9(6BeGg{kw&GtvoI09wz)r3u0cyehxi9#>Xq_!GqZG3Pp{6FE)qCk*nRJygL3(6n;cA~I zZb`t96kk;ms*Z*Ubq)^w9B=5dPgs`%B--otzVK!r6vH)?W7sJI;4>T29hlJRx8?cp zP0StS3v3kz8oGAwl$*YXA1*~q0fq3@g3oZJdshf{q?aw6)1J%t>0mCei672QREoOh zarijxu=(xh>}5JR@mB)WN=Lgk^k9aR)Z%qr zW)@beTgq>(yjB=@OA=zue^fw0n~2~jG&cg}z>kcYmDB02{i3|h!O`jpd6w5qJZ4N} z5*=EFc|Dzfm+u8pgHHb{(a3os*ch<=F$FO#yc*p`kw{WTreGrz0OOT$4-{fG1S^1m zs!CzsW>QI!N{Xk64_RqD9&gN{ZS4Pg<1SLQh$866neY`UF!L1{_D2Y?8dhTES?s*6 zHfO#o0^rhfnGB~K!$LD>=Xj)4Kn$1bmqUZqKv307^DfI@R88a+pfmqB7W_t+vr(sFmpQi5NBmaU!1@Y^@$p$VwxZR71i=Whrk2Wv1n7_XgYEhxKXh8He z=>Nt^<7BL82oJU6p@@fulM5z1P|bGi_}UIuj422#=375lNM-dRg#ydJH5#=G1A{Bc z{28uJ5mugkPRE9j*%$P*_nAH0`+PvL5~{^(HV8iadrSEe)hUSF=n6i*QYRd|qFOpy z7JY`GQITGK^~D&P_6_#=X9N-%eB$ys$i4R@ifhu650F~z|d z)uHDdqP-FD)zSM54#rOk*QRw&m^?Bv!6v3g58wLp1J{eB>}CM!o}rSHU09t_4$_PMd>r;4(jeUTK&TX+Tb zzKQ_WqizO4%ZBLNXWzs}-SsE2eFqzsf!N?~C(Dmci~Ly(!xGhddfeGAVQ{~CMi}*% za54=7b~m2nm@rGtEBXYc4a7LIBVVAki9Wsl^V^ZS7XO#?{N)v^E+qOk5AQuH9;4<- z_C&MyBIe}X89I4W--%%>?d_;B?RA`oh1VAzhZW}!uVilA1gu_Xgm|@u!X6T#(hKmWOSNPZO^I&#V`Q)a*fUQUfC==(zmrx~?EzT8|I<0cl0dMZz z>~Trsy4;Aa9_jGAU+w=Mx~M`Ri@s!fHdDa40}cOJ@N8EQ;cH#BRu!Q5U)Jz zb(zRpiM5PQg>bOkW)j}IvY&LGyM=K6YmCx@S~r8frOnBhyg(bB@a-f`<v-0qUg-hS~f0muvnkFZZ{nki{%Xq`H=2}VxD#Q?3RS-tl`ab!VPE__jb=iE&v?1K zTrfL?c_2h}6ZR36GA1{oJ!)9t=uR$jvQf>jj#I)ylV~WK!+KZQSRa`H7?Eb49YTae zQ7U7;Lr_G+aR>hy4@K@Om_*Hrv)(|gBK`phV5*W`+bI5AS-LR{bHUJc3ib3lv8f@w zJnlm;*rFtf6A}r2xuyf}--?6Lag%2k0?m25!k0w9Ox&Ax|-pvMsC%jE^uOiicvwnzT?22Y)-44X8?3K3X zbkbed-CnFG^-lgAtMmN%(}8^*_pJ%T1MD764Op3G6c4g1Sha^?9J5_=ns_?_>k)t1U5O(LU?UWIN5o?3}1r-?QdY(Bn>@sx$86JSq6MB6Dbqx`NoheCPEO0)Ih*d zE%}OcF2?>PcW^G3j5W*6m=JCO0WxH6F<)+CalGrFVWv8VjD5 zqPPCnZU@8$U&LS@{+vQ+L`8X!WXz$NM@EFhE=6~hLe@LXI)5=gc7)gg2gPZHo#*(+ z1(rmvN$2?seXD~WZ%CIC8Vf7GwHkOY9#C5+%Vy~Ql34tfZlPu+e5=7PSlkvIMAPhb z!&xoOq7nV`Z;v$V*u@Np`wCQRTL5189EYuxW8fcO_oLlilT4+eeRibw!RpWt#0_w? z&-Q2rp2sMst4&aL)(?WUHl&&S11*;A)s4FfLc-MsR+LJPNDN&TO=ph@G-YUaE|K|fXRkkcs2p4x- zb&6uA8zCcXg-{5B@uVr(hiX3&pSs_gTfX`)3md-oX0Xa1+yZ;J;s(IDD6h7lCqfo{ zZ_%O+AK|=bgu$>j5^4b$R*T-x>^O`VW|$QVQ8qCR8l*J9(~ z&^#Gg*$oNND7}DUA|sar8;@7ON{8w zD8UeTS$Y#NV;t62Y6T@y4_?h{}E$QO-kt|7r%j zB@^dX{!J%`f1}&Kk7V22SDn$M&T4WxHzXGKu%mXyR&|!x*OcC_8)>Gxfcy~BPUx0| z%=(;SlT>E~3$*VZqt+}?+wr$8o&XJbRD1T{BA;3xp-xqRG-{k>I}7-%CrLsyYY$qU z%(p>}j$Ynhrsu5JP#7;ltuQXINzCX&XO*WAkwgg z8XUo|JavOwIi@-EF-7^$f9d9hbp}^32kKxp%(eM#HH8%uvHeb0oweE$begdc-sX(xaMr-Loh9QkJcvtrn-T~n; zCv`6xIW7Lq!a=YQFDGm-r860LAB<5=QqMVy80WUY0IcQE5t)$K%D)RyVOgS2+bwWd zVXVIpcw_Xrkw&2%RQGQF3&C5U_XqaJ{MhlH#?gc;NGKkP;DrMbj-v6$+Ap1vg^IS) zGS@6V_q8r{3GEV22?X_+y99+#S*8?zT+>g<{7z=vQaVrH9tcI;CbYR1kbP_&ZoE9W zN(5F7=DgbVWHvtqR#xovP@}&Q*`rSrFOHskny{)IgBf5P*{ZIYu%g6fLXiqcDB*Q@ z_k)8}a^}~THL#CVE>5{Fzq`NGD#n@%v4g=DOAq{NlCc+pJ=?}vvyo?#r2a}gS~z4+ z=*}W;*nbQ{u@_Y<n{wks+vw4Oed3}P5{ ze;f#m+^#$)k!1=waA%SB*lWZ+)0~Yyh)B!}QdmH5UED3t19KJQ$VP1($53ws962h= zFIg&YM=u7liMeZqkuuzqN-5rVw3WU@Zre6;!UqI3&NZ-UL!1zH3Qcr<&C#u;XeTXl z2@E3uX55t#{*;*PJc#(q#z=hNgkA41rV>dNg1ngTZMRxpbjr|lV11Tctd^%icdCkr zq3g?PHACagA{ZGj7%eb%S8ioPT0e*8GyD4&A~b+vtP8uW3VKGrzjAf&H2^3RNm;qi z+A&Q;v7T48(}DX$?2M^{26DyF>8aQ4MCeAnOX2j85U-in(U4W4F>Mv zM`*Q*_IzWrZ^4+s-DsUgwYRLLTM=!Y6>wwa6A zKQ=Wx2mE!MBN!zB)`Pd<8X{it{-o`0ORfT2UKPE^}|gr3=8wry;CYkO2-x#3KkW+9bmQ*3#=8?;J}yZxQfBd$jqQu2D^%~jn7`T-Sb5Tz z`;|QVSjEk1?$=&R4^~8A3F1gxa~|cjxE2?!^eZ(lm#zn5Lw|uw0`VR1UE{=86xV+{ z!f0$Fbut)aopWoGUJQlj-K`JMBfC%GS(vMff8|Fb1DPE#uUtEfbG&kj1fb(Lo*68_R_TZ@fUrYWAE6 zPcRo2vzTQ^qDYe)Bt~#}mq;Cj-E9B9Re2P7`F;1WRi*n3-%4oBkiWC`+OA#;ayam- z2z4G0T}yI~QHj@u&>=aWLvTHEfd1U&Y*&+s<2uee-N+oE*wY?hDpVgczfqpo+iLs1 zupKle_f3Ub9)KGizUL>SK_}Fw`83YPt&*uL9TaDb<^Pnn(t=?X0w)-k+48CP~{R>@NKH5=V7~ z``Xya_UTHca(|yyX9rPKxlpIBp~rII+oC+10-jI)o0|UIUEgb*J1LAlprCwPtOy*% zm1%DCH*`J_zqzPKFuI?#Sr9EWue>aHrd0^mb{HBKfsZ(@ldic4y!jlSUv{BRtT$%p z@y4Y!dLJjq922O&dOIvfKi=~-J}R1Ll7Kb231Hwz-5rWxy0!iiLspmbN5g zE9S}3yQOZ-M=Gx&2}6m|CpAlKZg9Cp*x5OcPzpLe3{Qp(=gNK;DCEJafIoorbh##J z{CrA}E9|Q`1xw*E&o$Wwttt)oZ#!LK=)I5_7x%nSTVaOnAryQmRGg*PitZJX9R;*o za4aIQV&5_`6+L`?co=>ghV~@VdpRUeQ&gMewdbXk9P`oZfEX~Y=46xk6OCWC=ub4iAf41$QSTe()A zVn|C#8VMx!`#IX%U+K7?RlDMJ3bm>qY`d^g` z0P=Sb|9uCz3ViV?AH-pbRUiSQm+XpS$qORcFyqk%HUT57H~fUX|Los0HZrRH8+Ee# zoMX)67<`s~ADt_M4BK~445_9ETZFwwuy>nae$T(Q2Qcdk&=t@Z-LEqxT!_Hbn55E) zFNk;!CFX~`j?5AAfMu|z+wIh~H+^yjF21NsT})kPZ530@*!vj|{&lK;)D-UPAHE#|S##3_4%de}*oY7QYFk%ZZA zgPX7buiDu^m46hXp04<*{XjpnF3S18DSdCcL~0~m0dBa+@&EG|K!!oE+k=1<6e`TyS{KV#v33f~ z_-4&SaQdsMxVv+C;4w_dR(TWtXBH#!_J=ar*M6*nd3Of84)?&=e^p{ndAwmZ<|6*( zD&o0tSE8r>M(X|veShtCO7Fq_umH&t4|q`6OYjLWeL1oahKev!b_}IvIMxodtlfvK z%rLpUiu+T!pd?}nX zd0+k8U2hs@>=4uSiZ1_-_;E?&&1a$v~^~OG#4f%~@j!RTAB*2l%~Bz>H}GCDpu`|664U%xA}~~T5n=!lXd|db3L;E$Go@`N&xOx>E62H)@bEP zJm>r`L;8<-a(<^5mIpKRYNd9^XebnQgdiwSweVe&rafA-ZJmDp+y&5qSl`U@FL2RD z0-H^1(~u%1bh%{l-LTw)v3dpH`FyZ(q`>V=0x&-8^bbHZQ;mPT<@2YbNO%uUiNW7x z1NW~Ld+uhIW4x#A7PKJEPC+W=!AOSO`CRSz=l(5)R}YYbsOZ6hC_JjS^CdKs8Td8v zXnpRodo1vK3Tnarh=??jNV9uIc4ifP zaVw4{j1^bbjzZTbPc-l+BR#d^;t6fRO3?U_?X0VrFP3-&C2nEfLi27nWDhdkDJPMA zq~16gOONR(Nd=1RQ~CR!=d!$%0jI}Z+xUIsOQ6SOO&W3qUL&$NQE=7O9Ic=26==4s zpk2F`fVH^b0honuW?u)Yx#P$08~bOo|5R-S7XE?pg1<#|NYA4ymdp^{0f#`RpL{UJ zK{=rI_=)%|AoTE|Up{sl-wzqJsrLugm+`<`u-8UwIHXRir)uM7IBB7qEteD9w?Ws;=pg;u*Qb^8Y zyUG0VH~U(?w!cWA#d*tq9vw7EGSkq-gRu2!$n~K^8J=uJ3DL4 zvdemn{A-6OPz`q;+c`Ur?n(lvjH^f1vb9yB-UZj-y2Wo}PA)#vxrib=|MR&-(cpUc z@^|uH1Y)8fu$roRzV9}q5boE!?*4b=?5Bj;ab&-^*4{`gZ!s8w)2fj z1t@~MIN-lYp=A=V%&Qn^!y;r*`+|o8t@}$5dSGLqkx&~CONsp!*!w%>%d&%|dPNb2 z62K05eY>l&Xm2B2Y@ILi`C@GE$$^V-AW0etbNXo|m6^Q-`QB zrB6IP6sd&?{Nyp8)Eg9Xae-GbaW@dzvPz8&_46Zp0>ITdX{s{M;!@y z&vK84l9)n53}l97NnPB7WW&cLI_|S3dPXk)a&^ab&+9)$z7xrT@XZ^)w1qP&uw^%( zaZ_Ng?`OmOHY`1BsQCy{&#gZ*`oeCwg?Xb%5c;}h?(VXfZUr{hOfrFT%}e}`{R!#r ziT{kO# z;TF0K7YBs_LrlsO71-|VrpM!bJfT=Avl!Nd`%JB(Pv({yWA*d>!_edPFW^ALg{iRD z@cD951iz~3a^Xqc&bFE1B;+~crBw2pz}uc^ko!-ZbIdOyzod5H%)U;BK>5MbXWjQ& zN?kSTZEc?al~1U5Eq`(Qsl0vKpFq{!EoW^3qY)txi?}X7)}}sNBA$^MzrwQj<4M%_ zM#!a+-7z$jIyWW!#`B|I*-hEe71vwJU|hgp02R(!i_px)B@8srMucl%puU}pt{k=T z^6ypaZMg;*^Yh5!cv9G(G4a!}CqbIUr52{THhN*psaA)>mk|f0v2RZV88=rXTQe^b z8F^&!P2{M~3x7KLve2!mw~mh@WAzVFCTuN*>c=>+yk(Y(UsTN(6X~DilAhi+6*_-f z)=x^767XdSrTr zl){8$ts^q;YWhPf-vj+&8$@y!c6nh>SJqhaFMHxF*m@LIdQG0gV|}dXa5BY- zJ(PO!%V%4f{-B<#dpvKu=jZ1W*CBP73sP_GJ2;|oR_m9JF|fRG4zAXCRA4qi4k-?5 zKU~jaj#T1}X4BI#^TN&HVW$$k9%pwG1o&lxCyV5Dw778=L*wtX;=-4)hyJAifzbB~ zA|Pj&F~qLYFNlt|^X((p9##;h*S;=CnnR$t8I`^8x9L+VZ!0$uZ#R7=nmTDRuW8dA zi6nU4=`h|akbFx$x+=t+i%i4h0VZ{HE1%|ZHSRu*X0KGD9G`W4 zKATWI2v9h1!#8%*J%8V+r}gM4hNo}U_NnOm|?&eQQ$uIt;iO?6n zRsjk^IulBlI-sTN;zK@MyF81%*j7=lji$xW=Op?Sto=$0huLX(+#Rkxr z`@;hIYl5Gj-Wha-;oDQMJ=sy8qvbS!7>k*{RfRJDIJIeZrDa;K#ADuD)OsL`wf?G! zo|_wllip(h2n?R`I_%?3vz^{@W?xBp&=!!I@I0Bcf-L8#=`-$qz4(@Kd4s={0yaXA zk9QPKHaNgXs!UzaQ^^1C)u}_D`QLV5&d$l_FS})kV6kU_YVIE#&g|YD1C7k!k!~84 z&#SBbWqe3x>f;YSdAc2}UzoZnn<0Xz$1fX)7wq-FrH~As!ozcT(Lp z9~Vu+?s+}M>(OymxZ|{DD~M~ZUI|xIaU*0c6oAwDhTRHDk{JL`l8j_zv~7Ynu$HIkUNTHI^746THB z^S({N`FS>Ju<1JGF~4{GpmTfK-yBf6e_8+<_Xn8!xkf3(`uh5GZ44D2X%rPelKbgt zsCQEOrMBd2z4b;`#_7Xvf^tV9(jpT5oSRUzkHBZj-_H=C0_3vT_vOm9vOP#HRLwEI zGdHf;`Ff-`8T2x6Ykz5OkyGR}x^QL@tu)e4x8*IxD(t5R+72|v0%79s7qM$2PyYxe zJhwL1L5tNQf&o$9`_kM=AGdn@JK;duBu7#m@2eW$^~)j!5~}6f6uy+(ITvT)QK~}* z9qpo#2m<)ow8)ye6Hqv*HO@Nl>w9D}%W1JEZCy;2FU4;W@tuq_ ztSsB=nF@>+2WV|ej%82ZxxjyGLgI}8UBNs1vyc4rAT&{>gz=TIlg%9?!yCCd%u@zK z1g3FU2XGb9!GT=xhzQ-FDEvrkL| zfr=^SYgW3a!FjZKU4Zq<&BmbpN3+*EG)~yh=IaO|8!c@I`^S(ZZ8Y7K-Ty;$V(9ai zdOg3Ck_xred-Y4kH{qyR0T-gHJ6nI^JBB^ix{irFOp?xBNY;Dk)bN48aKM;c~uk>k-5!bvUa~lJPHjI$tk}dMB3n_Px@*Jd$A$dAt^T@|ghKqbTXocF z-v_OBJvw)fly(2g9Gq5$s0QC^D$uznT}GhwMHj&{$gok0=KzDDP%iMgt=fCMX3a0} zHd;LF3>KAGAA}Mhe)w2tR8n^rq)nGy0VW8u^B!}AWcAJViPH-LT_yR02(sS5_yVSI zYEyg(a_#!{kM34v68|W~r4QwTl>kQ@XGK(S-kETp9#wQkM1Qqd0Z z<#rf(_MPk(DSz`%Q!aX{qYk-%^Jk)jyS@9m`PGdi=Fz}fFk02=U`4JL9M2cfN`@Zo z4q7Xamwvxf%Wvkk{?5}xU&~U5<%oP)Yrjh1dKV7`1U@Y`xsM0gqqXZUoe4Z zejOyg?o*|@@r7ySa`m}KTdyI2@D;{;GQ7psOfI!w#42s%4V=CXv=M>iey_awLFw|YudIOnLJHoJLc zoL#;nC>v09K#H0}@Y8o)Sk)a8YlW{DW2O3nPm>L`lMQb)z&&l3{Yx$WQ|xK>z_yU6 zxRlYKsBlfMj+t=mhteFX^OpGPlfOmzR%B+!ofU-nJST-H6Qr3iQx#-`!GeXPH5N>4 zouyjJ*;t(E3QMmN$mrWjNfi2;bW5oEAfXe-9X|8;tj5=va>+aes>!-^^YECCg#l0m z&aE)hp4vdNOtOoxf4e<@OClM>4sw|wfJgS01Ge+kLY7-H#6GTK--g z!#~4WykA(OWl0ZN+asYPIUU69AX^|vl{Xt>#`L?C8`pb#=SSP;kH7Q^1B z_1(}WnhtljtBrp-dQWj$83?|!!FzJ-Owbd>yBNXnQFLVTWa*f*$9?9?W?6Be>E6$s zzgxOI@OW5s! zTu-hlkqS$}t~_P*kQRwpJhACC?f*|pBF3bn7jwljHfBW?`y7529C*&VzWV%vsKt{{ zIR&c`T^V%0*c4JNa^UFdm?o%a+vYza#JK`J?Wy{)3jZMm9MrT%W&I~A<&Pg+e>ki{ z#JxdKV=*BCBYSSxed@xEGfRRPtG;@3I5=J$@+Qxj2a2Q3O)}LX6=5`#U>x>7+iEsP zEOzM#rQth%!_`NAQc;N3oWf0v6F(JhMG*_V`1h3OxUdY4tN$viADlQ|0^7n%}q4K`gBDal2&*#5~UVAzmgevG>39%!>xuV_Q z$PH>*77Ez_yd;Y_k(BGo$01$(IARx&XWZsics}EgR$EcF?mk-Dvz!8EMCW0{KdBOw z!49sRH0maK>;}`XR6#d4`A2uE{S0efC5t-}Nmv>XF&PmR5)Z5|MV^jfUV}Innf_mM z2Fkban%`` z-e}wt-CsIVfPfo+_faN!k5Xbv^ve2D`J4Pc8^(VY@w4x0Tm6-#@5fg3mp|<3JkKSE z;#(~3PhGqcX4l&G^E8hZ9KCnPvmRG?V@aiI`7lN3+%09G4#$yuf3pKaIi# zRMji8D;jXo83n1c;fisY0MNP~wS5 zG<#-thc;tNBm)k2k~!j82ftVSl)g8R#PDE-9o2_;^9|y11>y2NB|SAkyoBhVRPX1} zB^Gg8&rnj`sfIf3uUjma?w@IY5am@B?R2;Lg2#yueg~;(Zm6(IYJbHY=$emeLdt=j z$C~VMF8tm@ii+mBKvm!TA`b+9P{%n40>|O4I#da_)7}29K%ahrvL4>c?ao%Dw9BmD z6eAAC0*hC5>XM-ZVhJ(NP652_GHI?k^GuDvk#LZ;VjC=DzVYhsN z2S7AJA1*ICm}tAfM*Zmc=jEZGdX*{(Jmk#@hguKH%$W>DhLu(-V5@RgF($c8n(&@EsAaJVA7tb+u||es@Z(*0(hv9 z?5u@|r91e5rD)S&v3S1=wHuMn*HO3aGsU^7r5ER#?#_Q9v0s}jBG#jilcSoSdV(i% z9wp{MY-;-SV%%ZwVW;!uMoz#S2pXkkFsNrsz}Z2}g0XU#c~tOePqfbUiB7c7v4w1UTJ4k6dyckM9&-eH%!fBXN7YA<78RTJr3fuS z>O%f2HdzI{aP0 zggOQx>HRrv)YfISTl-HSc3lVz-dfKgJ`n+=Pb`DU-PQiWZ|9wT>J0 zA)>)SFXZhh9;Dt0dS(tLAi`E}VjD-hVi+80gj~FuYqIhp>ft%ZC;{ zB{r5fK){tfR53`+ij=}+&L%k+`#IE3c`Y0I4AIfmG?=#nB+Ftshc!Kx}qsOM%n&XwA z^VeIb#v4|-D5jw!{OQ5Oy~7`q)8`v5Jwrbn(VpLC&H1!XWGv7PQIz{#NS#o9zPlTy zxKs}XG=q`Uo*HE7mwx*94(xEm4MRS?(@~o7PXVJ@FVWyDUfRqcZCy~ZDf&wx-E1}S z&=a-{C5H%mFS*>b`+O@UUvES{HQ^#K)$h&%+sUa@ee?zDeV|SaI3_Drf9PtF2x~cq zjwnTPmb1~eUh^!=HU-%p4hNc3M@AdNlCEziWvvAz@__0*Ll_<2y;PV(_jwh zSTWl|Vbt!fajAq|JDcHF6W=pZp?FaJ{QgcJ+8-&cDELf-x%2(35%e%8(c_b`ZgHf2 z6lbW~;b{uoIpRb+daLm!tH*`ESNTsI)1-J~N*wN@b+3p+0bI}_-N#-ciShM5;p_a~ z$J$kIa+kE|Zw|jqzw(jl_ce4`VG7YG&JM=3x0)4&f{W$M-Oi5I4k8L^Tj6k=&;A9^ zOvZjqt`en9@KsJUPJ2iuTl|^qaI}!Tel9}>nxwV*kDIBy!lfrFkf3B|Xu7K{I=ojt z*|)e^5_Ae`yx_LAS?Hm4S@#*jy30@Np_b-O#~f7Na*`zy!FU%beH9dpnB)2+aE`KZQb<)_Z45r)+UZWJ4~s;(>Eo{ zIMoR2<8G4dzvko#AtX3(M4Zz`GvhgFmd{)7ciTASID$wUtZ{k$<`aGKl zixJD8iq8femu5J1{L*4$9;)aGZ0EP(#60fEtIM~(R#Pj5cM0XCPunjeT{-g52E z!slnYbuvYC9Ogu_oz^!hYE2%KZ1a6Q58~#4vi=1u%DV46jP`*;rAVQ7&#%z2_?WBh zMj}Jg4y0)+OTL%bA3W`3+alL%`${{O#kguQ|6mnIt;|1Eh@XFHD!3G*!w`rZPy{NA z(x|L?o3$(`H6N`3(7RatgB3DC(7Xdp91Hn&`5SY?LE%GSzlPU4FR>G{b|sF>M^~a5 z)eBWWYB>-^XUGOfD?Gg+qP2m4`}_F#^yHJ8aq~ckTq@W}xxnW=^8iz5J0h%7X6*tz z>dwqwUBQZ#$hpbUFu89vY1Jl|k_+p7K|7%PDl~0|yAM6wR1Pvar@?R)> z*|sZScf0{EvPico$M5}2j&4<)d@@6gsOl&|B9KN$9S@7l$)iE@paZw3gzAwMsLA>% zLw#mB3lwT=x8}pr)3C)47?d23|Hj|E=O+&)!D+Pb^*FipSbH>u=H3QWs9Y*YR8*~V z8`{fvBmB|1+PEUf!`Ty&i(A9ZY|gLfFdu3nOo{6OHjI zhxC9=tSaj?*VX7*T==IInz=xEliZJsB6#3;-iuG{W3TS7U54rVVhBTb2|=hXVsY0v zRjo#y*5jn3UV3)46igDM%0ZYkzMgO~2jSSLCnL9xo8Xo!`h1a=D35t-ANgrtZL$=P zWQObYu_t#vu3hY09f#)QZCAt9_-1?*&uECH<^N6XU#7Y>%*94f#nLH5VAsKvQ>LWlrog+rjl|uG>{QgjfBW- z2n-MD&4s-VNsR?yQOle3L@lLu@Z?v4N0@rdv-ub~E?Y7x=Vn%CClvvvo%3UV0UUc& zCq22vHa#Jz68f`LnT^Pk15V~9-dL`Hf*H|K{jlTG^oKdg#dhR?lpHM6 z{#}P%7rcei3?6@T6_zVLC*Ho*sw0Q8zc18MNksF^`)%Pe(o%4U-1xb>{5+(2zbm{7 zsSQFZsE|~L)~#1ii0fzCGct7AECzD-h&mkQVrAf_BQ}ly{cT#bqD=`g`cE@>+XJ8jlCYJfdWrJe8T zDmCd~iWb)Gkv>3Tw_uIloc$;AC*jYw$Qg!=m3PqP|CM%?VNrHldr(nALPAiHP>^n= zq$ET@N+f1T1Cb6vB!*E0DHQ<;N$HxQJER1qrG^qlq#0z8pNFB=X)toaeScU&lOtUdmLsdnBfKK-5j1d{dYM z!|T*M1{AqbN6#Wz8l|^&)u{efW1O~%;|F-gD)|Uhx5sKt=Z7pGgX+|_gmp8_C{qk< z9uNE-G|*rLxW>Ro05v1ndUc(YZdx28s}W&BHc&T^2OFyVrb)ki;N#`=AoEIsVKit% zlCFg>ffPbC&JdL<4Gu2?Y90V7rrJS{`wQ?)gw$YzgD1g>#RFzOyiMKX`x^3T1z1< za4Iiw(B81f99s$UKlH8`ZD|1y{W}FbNN$RFt@lQL15&ND+8Vt?A>96`%UZ`IZ+E{yE`s}_^DvhL~KK8j{h$D-k33r)QEcOm4j7@^*mZS z4UW=lz@l}&E5rk~BGF*?=@m|tW@702>}Q18yBU^*?(F+%AVez;bac9`04Rn)NrX?B z$5F7hgF}a=4a>7&ad>oPWEZ^fXIk*W_o$WQ7r-D`!9)YEIG5dxA9Ek;9~vFk#6Zkf zovr}x9ehnS$R|tAL|FcQ7N?fBu-&qXB20Y*_XRj)40V7y-KvYm{O|23Gh|%CLr+Q- zIX8rYqTD=N$Mo7GP@n0mxX-=4UPGe&TeCi3NJ71jKuK{mX@vP!nth$Zj#z0s>`Z;x;wEY6-(6I|a8TSO~2euGA#yp4cro(_0AS^18Oht@~Rc2f;4K z12_M5Fm!zOu!w(AEB_P#Sj*xV@$Tyx0{YhhB^O*htQnt9PfBk-n#f-2IWi*`5;PKj z3RPWvr%}tbNai<3CKh;;jl)qQ;c9sJo3xr$`Xuy9i3j8H61{bI*PbS4D zdr(AQK=17P&U&9uJ6}%27BH@(m||h4?99hmoNzj!P381{K_^tLtqx{&J#eP|k+V5L=$_X%uiOgPdUzo6-F$LQKY}WPkbpId}nAP$XbvG4g z4I)7+RenIK5ZasfKwS!(*FsIqLlEpi zjxS}~I6y4J1u7Gb7wN+Ce!a^(NDe{b_6p*=D?q6hlvc|LBika4iJLOctP|my-;ud^ zFL-tbp$M2dImO2Vl^V#jjd> zerm+ig@EC|%NNHYj6-@Z0f*?|Mw4=-8jBH-cC6)Rvp}4|Je%f(tx_5hOR5uY{=Q1p z?A2MW(^BOvz!!ZHv16*TSyc`CO+(l%3`xm=zM)JwlmlidJ3ML^93)Vjsh zL<&C&YJH{XzeEh(jNFRa&~*_h+S7r@4)!3T}tTCb)&(N zXl=37;2@_yLwC*#zwY)a9;&nf{3uXi?Y-fHe2q>%}$a zE+`*2{{ioO60242Es#2{R7w9Hehzs*c<;vFVYRa%dsiIGZkrLQ?~i-s2KdIKyvrDU{v{ujqh!VP}9vBBdB6gdVR|HZ~kjg=Px(Nr!ae&qUgRD0}`!ApZbT5~s z$LP&kr96VNoXz3YC*WtB)vZ9Qau-P>K%I(b=F5L3sP^W6x zupY|<`AN_Y0*r_Suz75#nBu!96R{>Y{ z8k^YR+oSIb(7$-(Q=J`z`D3iaW{|}GZt~_&@@%aStXEJ$$Nh9wQ!ZH0G6iUTph_{q zV_6f+ZS(I?-uYiHAc7;xkfltQ$NY}&+Wlz0xs37F>jS`KHc|-!`Me#m?(+BRBG%f6 z^BAqetd>&m*Cf@<{I!!Foqm;Me=O>`6t>Se3W<# zI6vAYh7dw#mGrbc;b_psPT`Nas=Ewnh+1c`nhMg#5lV1!&GKvBmUBW-85RWqY3{Df zGccplOa$BNrH5*^341je^-9At;sY208m2kl-JVcPc@1Ku!H}*?fORYat@Kz#_{7wt z_X6;N$VQ1pXk?@`x%+|MC3@lk1F7RZb~p4;EIJ;RW>O&T&{fe$#Jx^|#enLT)1C_X zGq$|AG9+{wB%%H6iY_GO)-^VYG=phE40IalC(cL$@ECPeNrKKvIOv1 zCOui)R)>X#Fjjacrk5ctbM(=Hm@e@hF^EpIPiLr-h(WpAV7cKmnfYeLZUYV9i5TM~ zNO_a5J;*7IY!e9jtgf9!HCsOHVbQ40l_A*SJH36)?Yts>SC1XRyC5u57k%|4TbL!i zRhS=i3~hm4Kjj*~xeY7tKXuYJ@Xg-2=EJFhy=Jp;<2;S78v0~M&{87W{9*1sMae-| zgWKVeS1kq*+yx$GO-b$e0Rl8KA>QSmAhbD&CsIy(D}tk500Xj2N%mbDMM zniVCBJ*T<2Fh?EY(vgWItmNK;y?Dxd{O!5iDJ~6**L?72_xJbH0~UHzNS~JSr^O?+ zd9ER>12naS9x_V!{0=l;2Uj=-BuNideATch#UYL8xDV92r!e2 z^imHOe`XmR-_h&<(@x3AnS9abK6;0^|X z-$*;?Un($`BBJ&*s5}<)gb+B~sqS++DGCek9A^Q6N0BghSRrS3+k@fw4R3FpDeLj{qtn zpJZB>jC&EBAWU>jZYb8;+*~%Uk|u4XYtoA7?Z!7=-UKF2D* z*)8L)CQXHQ=tQo*DJV}F@-@69C1d<(9x(l@Hz}q;CA)nCr9Qj21UrUM1D}x9*P`(# zN>V=p^}Lfz4-Nn;G|{Frlu>0Pb)n&_1OzGhuMNSza4jog8-ZTr_ht%#35bC!Z$h7U zBy1KrqG6uRw{7h=93R;2A?jCs3mo45 zDk-{y*k~^eZ4eC6O^re4n_Q|YobfIF4=nXcHiZ`D=PyWAXs z6EAr^XNUuV4w?9LyMZK61`z_>nNrO5Nzfw*0d4UlJuypV71GZf!yFaz!2vS#vGzHi zk4sIU&ZJelb8p)jU_rYohL-LYfJi~XxbP{74$zgR)$SiWhD)}+1`f!;(J(@vjA1%X zYyIGc6>gIo&6pTYiVxmH;cfgC!$V)GSYS(GHWlj1dw|~Zvm!?5g zinTiIp-*n+JB?SiPjnM*c~I2f`Y0**GQv_g=oeK8B>o&{M0Dui-u1PBKWXv}%{JSC zz2AIsN&`2S6mh=&ke2f7O0-x{`42tzc>;n6UB2f26GK`i{Lr)g@MQFXiSr9DrMXo5 zG@WL`!V^#5?@sDH=|t>!HT(ss;gJFO3g#&v(UWw(;t%W=pW~zny93G`{@uUD@6P8V z4kyk$GJtM`gr7Cj`Zn{hopX8trj*N|KsJ)K+A-&|U>H0sQ+5KTSf zyW9H7;Bk_WnCrT-yh}yh%>l*jpJUB0p6zyJLFY&Z6*bqcB znv_k}Gh*5P*3R}^bb*WL_ptjB?&h>y^pP9UVKN-!Kc#iciI7wY{6xw=y1P=sp5htj%>MS{O>!w4O(Wqs1u5En8h+wsfdoJS~|x@nS> zMpbCS5~g{7R2_3LvV;pfs4Lk@DcS*UD3!jB@CguCI+d)BnxjsxMlmcj>Mt3N&NBNb zCkGz(?0)&{WdiYD_Noe9^2lG^SV`ue*`LF}2|4yQh?R*nWc*}1_V3Elm(9JJFZgj` zH{y^DaXRB`{G>XtLODT{+z4&e^9HM=TvTesDjy76pb+r8-@bXX&!$A>k1uU9&~x0v zdvB|c8FAo0FqZy>I8;#r|D)?~VCMhAcgOUy^1@KD@$Rf7b5L0~*n(*td*Z*o10+ql(2l$Z%W`%Qq zqlpdhT!dms>!biuNs^5jfKfn#?cz+Y7b4LaxYJ$sE(#{0CS?x{0v&OlqE(@J=t2c# z1fBn;v44V7fl{NbN!e@$PB{P<0$!uSBsl+g>3f7wiP>QEpk325v};X~5Z!Cu3ZcHj z_NK^+`oc$?N5A;D{}F~%_}L&=gazuBxX57qcboj`z_RNOAr%6)7Gw)^%n6+S3w;bY z#I6cyo&j6(0tfam)d-HQqM?^Q$ z>c;QZCESc6sp|^aOfrfU6z@B~_};#2{bFy1Rt13_Eu=E~b1bk;J-4WkKD`z{!Da(@ zRZ}YzQ#v1ieJP_R+ny+Y%nQHPH-lRvOUn33x3fYrihvxSxSfz@Rr(;<6H7awc=VH2J%Wy5 zIikD;woi-qq-zbTPH?AkK-p`)lXZ&#?uH;9xkc4}NghZ7y1R@j%um%_eiSY6r zS*3AZok)Z4_<)+JfBr{REmF%NhC-1J%h`SWM6>)4G#8nswn>gf-{CMD)uHjLeb!(EI&u4$^q z4b$Kw?qyMYf7@a?T8q>7ZwH%t&4P{zi87O$+lVn`*3kTodaFr$#ye7wyT&cmT^t4% zI4C6gzG%#GMU=v&X6m1RaCb;rf8M~W9g#^j9WQJ`IA0Gx+ z=I|d~Ugdx`k(Hg;LUDTeCV_~iJcFmVz1Mp?^BiC-9peqp78W&H@9~sg;G q@lP* z%T6gwtx7e@YXAQ0lQjCOm$5+|4Ic0tuUZ76=|gwY0>5bAqJA~+JA;vrVAZ(x|i$GM^N(8X=9liQqmH2V@$1 z%`M(|7sf6yGi$ivTlVq%1Fwd_%`)^DLx%zOd()Es)83TMba}t<>0SYIiBsK@MiSX1 zT8h&&?36_`s>RU!VmbU5{25O}YB@nUBUx7~zzIrYc5P<%$Hm2tPK)3{Oi%KIQrXjf z!~@A4hN~z!j;TFUXITr^vs%saMy0k?AFpP8&Wm006+6YwXUl@*htzpy)c;O7>{q$$ zD1CUZMPMA;8|y2ko`0sb*CGL%$foOXuH^%98gUo#l&&uD#x7@C%Z&eD;z`B!Wl3q8 z#ZXmwL7JqfPIa?&w@V`@Zns`M!PxC?<*^7~VwnHTU1L!~9-vumKyJW8}y5UD$Wo{ zyW_mLVn{0|Xx?}UH*IuhX(|6ssQQBAV#ng8QxY3BM;YONkF>paeWfMFPxp_;M(tPd zhW3UBX>RHaXR7K%Qd0h}sDAiTI(^kAxS%b|7DvH}RHGB`wa?diBc7%_unurKIr|tY zGmD&d_1Q|y6sVs1lYx`D>b`g5u;fSmVSbTE-!+ZaBgS!&bCjhY4UHIg&_7rTh4n9m zi+U@JsOiyM!_@QX4Hrsk$7DMwkb*2TYTu|={lfna)rX&4mc+{vTgI_7IeXc&KG&D* zJ)ULSdQv$*(YR%IM`TN7_ValmnzosXNow95p9sdgPXsfrQR3a2CY&QO^YKt(Y2RZH zx=^(A@dEnA*^(Z3r*I^(pW(Pu#c4JibHcJhGxOIG&yTgGP$@gCZ(ErsMHcrEWPUT4 zY=8|Ts`MxHY0j^8ddsxdYhDY3%drGli{y0Z+_;*t|AL*fI5H}|z7?=9fdJaI223%6 zn!=r9+VAb$zSY8*KXOxJ?Rmp>J?!oCn$fuq)B1?~$LA=rY*Q(|v(k*RGQ9iR|4d;7 zJm8JjT>S+ddim5Ux=_;_K-Y)wA~K)qzct%@@pOILe3Tbw^{yP$uBT94iqa@)8kuCh zq})EFDd9(VIdWf?gQq0`h^+!?J!-HQXUtBOeT-9~`pDsVTKH{{Nnd16rFrV2T2vpb z2If{>8W^RHed%4DB7jt+8M^*w-^n0`m&iRp7O_C_eVe?U|1Bb^0!~O_hWfHNn@Wi9 zbgG+X2b$eMeS%nLtaCk1Qc+7=B8qgGW21r=A;tGpY6|0V@40L%2jqf8i7sfM(yfk9egm}`Czx6KbEfK!>Gq>Q`L$LE~x-27Y{gJ4l zD~+z>kD=9@_UZ$}MMC_=%GHLEuO5a69T;2>J^$baSMcbtQ-}&BmPLZ*A+@TQ_3_DY zB`oLbCil}Xml-b`2T{n1Hm#Bgk=@HL%&X+=7AZ40 zxG3|eUU{15xy;n7oO+{m{o}1HTRsXZa4G~xj|b(ci~h>CZ9`!}rXy726tl*44%lep zctEl(EL!>q7<4{+;KHkDnc14o6}5yO2~nE!3}k7SXUak#?O@w&pW-$XyKk1F$Ye3^ zl~0+%();#{(P^TgWggfYMM-S5qHRy#+-kZypn7r+rM$M>5vn!mrQ9~b^gskf1`x!dH&TL zO^A11y8PKy>R*f3(6J>L6B3%ewmJ11d#DH#C-4HDd@(tv zJsI8aNi3nYqDpGMa(YUbi4D#E@LTL)NL{Y~kwsspAgrhZ*b~ZR1G<&|pq0klzMQn1 zWcYp~aada|L=|sMh-zY{J#>LUT@~uq<~XHP+fQHt@fhS+BS8 zw9Cd~2b=Q-#$%?9zA+%|BjESs9|y9CTsqNiaA7l$`I3XAMvH*?1Bhqpv2|HJ=00Qh zL%X#ATxTA`6bDut?#s^jhf!DhUD}e`i8Zm6J7rGR2-}UfNr799OqttR6GCz7i(0Ma zJcjh|gIq}}UQRr!&EPg`gUl-&-)0TpRq4AwgWJsKQEK`tu_tns)Usf!|Na^87hI|K z^cPes`TG1`R*kavPo{>BZ|>6nT#E-JaPNkIJA&rq2P`-@bsWl=DEKMw!H{1&7(!+8 z(%GhTBh7OhCYjavr%Se$QDH(8TZSnPSlDO}du@X0Qci(Myj>}vEFj`!5pTCF1GtOdUf1(!u)+%upZ3?aIs^Ho zfdu|*Eywg^i-T?vY#+(1om)c<`E`n{y_k+Lp>paEAQBnv4&u{($R-N;$GsENF=9a> zO?{$J#9<5FN?5WZ1q4Z6yp|jXz6@|sZfv%j5_^g_AT0_LoScwfC-kN;)8MbFBFB$Y z9o`9dTd25g0{C20hEYH005KHrrlOlEx9Q>6UEb>YhBgCXdFQk^yNN5_k<*bPRgd8C zg`6ZBNJ=RADRw%;*R^97+lmwi80=gY0Tfmg_A{VyO;|g|fjX;c3<*G$ugt_EGObYa+i9H142)PrKX)ZYG_*Z2g!kcO5KH{qISBIa{l zfKc^YgNP#mS;d8(Q8e-iNB`bOuA-swbak8g0q7_5!k76ixgh2|At33OfV2n%jl#ku zBRc+c7}h{HR{`yqgSmB|3K47pg2S_~$xON4*qpRY@p73Q^;p)5^dxDgnC|3Rc*?nV z82h-4%}h2q3KuO#L*uvC;F67;rK6j~yAv~5gPD2Sf9q0WUxY+Iu{g=B{>Xr%)@*EC zvf>i`JgCD~(JZd*P9JvDentlog+yfgnGTKNYKk zU6x~Pf|g$YJ-VOzMOwRYk?Jp+c_5aj$qQ$eZ4p>|AwAwPHL#l3$cV*T$2IWwS@0(0 zpL%zdJ8u?mSn=zLnsiA`2tz*Wg5d90J+gVT81{}YmJ+h{0Vrv!8IdVh|JvU~@RJ=h zDOU@VNd>XwB?pzc$sch%Z~IOJE`KS7bknpbjd56B-Xk@o_7o(ZR%;%=qOay+w4#iMN^l#ty7`Q=C! zDWNZXDQ;;$xZ-@*ZMw!A5O?3>U!dwD0K%EB%iywA@C|o6Q?OTumbVzM|Q$oL*#a3 zA~Np`d$}q1pkWYqrGG+O2*kc>+7%lW%lj#XT4&hHdBukGXUDqKWPbd>bXPbz3h(4! z;;=;vNtiWV1|bz=kz?z~1`<8E1s>byWwG#MyQrw@q9LNuhld^FF3AEKg(R$uSWep9 zlyjFihsJB|h68VE0Ke+^eB{JSY&HnuUsB#L%A}8@dyjHKO4<3Bphbj`46c0Dn~F7H dRmG-A6t%zlpKRU9pCTV(+M4cL&wcK3jraR~UH5sVe&-eyIWsv5g`!eYys3#oktv{1 zhvbeOgunUZGtL74IBu_~=ZHdGI*0u4fLof33;ZRUll)yLEjx23SCdC(s9Wl{&)l-K zb98dN|H#VT>CDwj!b0`Sn{+7D8I;n^>)LK{GyO(3hNQO~Yd3gIGwAUOZ?oc`3AB{O zbRU29fb135386FQbq4}$g*k&sT)vmi^v}o_>YgNbng|Tad~%?mf_JoH^57wXRQ^|j zCvfka?4sCz$&#hcTu5(AlPqu)I->C9e2@4$oyoIq_hQ`_9q+tu-t-@rn!h?f*gPKK z@wjPT3X{83_s_Gb_SY|sE34TZQ=Od{I{BVm5nM^{-@oP``7v4A@UJxk6tFlnGxtrb z2A%5d+b=kTcdTnq+)YtVD=aM3Bw&ut8o~oUp`5J&@OWdR^4it!)e3yN+1h*>bZKGf znDOQ5y(cu5ZdY?8HHSUM)K8DlWoc%yvaxmGO0WbMC#T}FGA5%=Cv3J63EAhM7@_!9 za+a**ri{4Z0MoV=orde#KY#wzu4&J6KL8IX{1Crm1+&S?$+3C(u%uU|Ls?h_C-GYc z-yz3=4oDtd(B_yw0uM4ujWAk`F=WU`Dvxz5WojFC{x?8##^yH4la}U6op8OZ-X(ko z&OynZcJ9A-#M5*(Q(1W)^zjZlCI4?yK@LI1X-I0MbU26i4DzDRAId?S*J zow@nn#gVUd3CH1^TY^(k&V_caHJ*&BBn`Mrxt)Z+^a*)cTp#Uv4q4=l#!DCBA1J>d zMQaZ>GqjXc|NPg(@E3}wtdKRLAI!8i;>^srNK08>{l6>M*Vo%ib@?K(gwDKiD9k?(!w{fY>EsUSc0Nmq{Pbp(fvBtIwf0z4Yo)c&dO{* zve=w8ll9+8C8&`$5BU9nbC2=w?d{FR;Q9Ia9pbbJm=TSv^x0~!{%dF6`8lWy%!3=D z7*CzLb?er)m!GtXf}GwC*cx_o_qRcoHa1v!WqP15Y*&1}itD_dUG=t00S(zhkHtWv zxOn6X~QPPH%g_^f5}p16X)3y0e zn{yTORhzb3uN>fTd``4DDSy92*eX9Bw&84Ncm7`v@=BP%laclDMDLyT@f6;T9a1&N zGlH9C!je4;v&gNuN)%s66uMw8PV?|GYp;K#M2~NtX@}V$W#&Nyf zVWX`;wD6%y($>FbZUTkCYJS|seY326nZyFBinRz0z z4QE0bd|w?kk=|Wzj%_xTt)0x?;6$Nncu!bq#He2_rb&3Z1ViFEz|Ml$LmBE?rc8|+ z?t;-MyjBb}tqqM@^La{NT>(S+nDDe7R50q3f~_*X^0Js$;gceMkY>*dtB|urDT|5h zeT0O5%^!s!k{HikG+t(7M?R~Y7hnwDpkerSuxN$Uy8MlaW|z(FWAJ}vyTB_dY}8V|$++X&U4S%1{QnnbtHF(p) zUI6C)By~m$#cgb{nR}MDI>Cw?J zJ$asghdBWq~s)urRLTtIt zy-!O^%TP=FK%Q+oShc-8+2&@+znOzsz4X2lc1re{THRS{Q=&#i8>br z1;^d84Of|vLnqzDQihBE(lH|YsCf?CWA}qyyH3~Kiq6kE$P)hhNRER5zes7FWj=d? z7h(c38>PG1Z&E^bh%CFa-a8z^hFd>McmKT2yX3T+wyse8Y$mWfIx0#I)8Q5W$(0Qb zyq#pz#C$rvcp}51s(fKmW+VJnUfld-G(&`i{Hum6&7&z2v+OwJ$@}<8VYlgGg)qgy zoy~UF+!gMQcWaI7YP-J@=^`ywZb!|T7(8v40E@2I!!Ik7?3cmLjwNn1l~`15A5A0E zKV@`vH*4O2f1$<}>mM(%TIt{54~t+_!}{NsPpwOG`-`XG3bt1D7~8r$xbxifUruJ} zh1P<8qMMJ(G;%Wfs`~y<=Y}RuSP9+z@)7g&sNYb|P85|I+j#e>URRnCd)2+iEM^_~ z`-vw;g8eDuU{SQ5*Cd`y2dC^VD3so!FFjs0-}{NAzW1aFQ%dIRflVuoTSv5X#R`pX z&%+7cZ1!;G+?e{}@9ie#nk}*z`R|lq0>@iP{(xjKd|E3JYMd3aA1Q=4y~elv8JPS`=-^7^M9go$X=B=UXL~xg}=rD*S z8g1KTxiiB-S(BZsU+Nr98uHqZeOKrn-5Q2*pJ*N0y0$x$=>3;w*OR8|r5qfD)77)t zG`kB=nABPgGukv~D*_0qWF^Ja2LMEfU9A>(c1~&6wjM5O-ih~KZQdOi!;g6$@jYcF z)FQo6)bAxDcdg-bCi`iWRwx5R2}}OG7mSU5OF8e)wVEceRYqpWcjwKStom5FyI(WX z73z@MH-xV+p~(t6`fIsqHsYVan2Y;{w43WI!t`3lzDF0OVj-kN3mP?T2RpoE&^=v( zOlMI;`?v#4B%x|EYA9!jtJT!LAKw#cHD{@39YisUam3t`|)mx?mPBmck%X{SdT9N%9gq+D=WXg<{(X*^!{EOslL0}8NIm; zGz9ga<5zahoo&R&i1rv|@oJsp8YFwSSH){D5KxW@ucnrxDaexX9JkO!pwMUCwd|aU z@I#nWiJq(T_sV;@-$K^3(UEJHVl{-^*ILi9D__k4o8oi-3Ik=u?ZU9HWWi=cj3!s@ zt7d8U<-o*Ac51;;h8r_#gX?zrl5oT<;i`Y0MP;x(rizjYPK^S*6@8 zz6UxOmX*r*a9vxcw-LT4O_%XwiE9oZeE&K9u)(Mo^9I|q{t9ag@`P+Zzl4(7()hVP9OU0AD?`EU=uSvkms>W`MK zl9tWjwPj#pCQI3D zZuj2Qy&+ViQ$I}|{_E~4gNd+#b)wFg``kb$+_Gj3P{cEb$(8xsAqq zxy^ffen*S**7oEzna#hutKJr$)~uUlt{tl=HFd~rmp)E@tt^=rYiLNVq=mc5zbSS} zP!NgSDf~rO$cZ8f;9F-Z9)tntnluY|pu=!OHC0}wa`}s+#&TM+CLxIIe6uq5&BbQO z6%W&s!#K5Bt?Ck;Bp4$-Pi(ffYPx+{ogS@3^0`E0Z=%lNynHIXVSdc*Lhj~^%->8W zUKURjMH{-!rJeS29eKT*EVh~NwM(j6Zl!2m`4bot$!ZpGIYl%S)3(ev_!5%=Vfq?& zBi9+g8dKV;MP#p(&F#WuUg4-Z2p&STomDGig<6E`j7>O^uXGj)55rQ#TcUq4j6>u$vSLXw~9IM=PWVc~j& zfftN}EJl5*)A?Fot4R5or^OGVYSt7>sAYEYKa$wl2Mj3O2LZoIc|9L$@1T0jkn%Z# z;m~N>=>+#l-|+ypu8rP*%~i`=<4?3iZHjL5i43-jH?~)~$4Hi0rRsdRU*W%KgrwFp zDe03sr2ZTDLdH{PFOoI&mR1?G$I`kRi2nF!kF&DM5+XIUN(C)-Zrq8N=-7F7U$?Gw zo_)1|4wy9&uk$1_&)rgoVFdWb8FD+ht)Xi&lja82_M)G8`pcd1lLyztF9*D%!cl#p z)Q%8r%_4#^#@tSsatzvZns>aY3O73!wxE2j#3MIuNTCPDnk0;bvKwEjbw4Dx%?Ntwb)~*{hJd__ywIdMgFUd9U}*g z`C1{5n!>|lk+f=Y74{o*`hG>Ssdcj7+3o}@kkH>LwISO|87t>bOeto&XCh-0A~fVE z&4{MWFF5yr)9bXV)vY2U_nn?7QpimbT4fsjmg`=X$5oZ=lFCZ9>I$^K_{~6kAhH!L z?f;=Q5kPCll)yrC@pq@dW;eIJ*DI_CHcymF7kb<^yIC7iguNbueyV1P$k(=f!=W;H1-z4Wy#37rCw@IkgS zM0c%>JNx)cWw9Q=Fb#NYm~{%qUr)y~U)wvW7DHanzZ4%REv{?9)U?}Vr%2xODh-nS zZr}t}yMo@O4hGhT%l)rM)$m5*Rc>vqWJvUv}$lG*a zuP#HLBgR^@4VF}E)e~!utvNw(f2TsGiFh~elzE*Y48yz8N;9~w)p1Qv@79W1jG_y)JV5T6*qW);b~-ucDD;q@D^0J7SlpCz>B@#3ySDI~9r zq1QAL<@adG2*3dVOU3jaPV7g{fXK1EY_waktG(>FqR48crv)+!k)O$2H9^JH~y#w-MwnJ4}&yv7r;(4g8*D06Nolk>qjPWkR!`tSZc1{#vT&-Mw-wM za*ox_vic?#8ji%o_&Ji6Is;&E-a&iJRp?~MO_Vh*OE9X#(#-NO&xUh9+4 zbYvAl#d92zA!=>F*a41osO>B@j91y052|TIrKNG5!@{o872Y-%dB~QY3mgiT7o^7G z*srGhwwd`c@`m>(Qlj^@00r(2EEY@7Uo02H)qD`JS9G2^BSP;c|8xNE*%)X7kQBCM z-zS&*M#1^=J$kHvLmQ(Mg2LcCmFVQX|D{y3y;YoEo&CM-1qkX4{thumo0~qGDi$Y^ zD}AJ?317@AN;YGa3gm9-tuOV|E1==T)OQA8O-?8`SA4B2JNM&wQ&qlFE~Bd zHt6y3f||+f&7-g7u_@zky<||MC;atH3_vzave^d%j5HSURhyVws>IB2Nqz`N4oi)} z3;)(0=r^3_C)Hy3sQ=p=HR1XVmgle`vJK3{oRF|A`w`g7M^}#WjGtB;^xQiSx(J`TErS z%T=JsOd52zD9zTiN~KZ(?&G1qzdb6LNZB5?1|-eb^)xr&y7{HC?;3Ofc+7eZdr!4z zt&Inj7C-SpI7q_V8yWo9~xV(-^1xSWn6S)tr=m zJqC0D4ao=Ju3Tznj@yHbNY09};6lCtar#U58og{b4^>n{G*Zl-pJg2|a0i?&4Qce& z&o_PVTn=eD>VL%*c>%t!jX@9{+1*2}QZ^ECCB?;bUW(h31C{Q`DAG9*+ruGWgyB51 zG8+Vztlk+;vbP2R%xt?-Gv!V~gOW7W$t5^_rDMtv|JQgaOZWrD0aTJU98NOtlv(om zAIygdt$5#gue{8E*CcSHj%bQ?LuEi~F;_lNKd)Z@HMlC&s;nS4ds^OCrmo9Et)$TP z_~w8_F%JdGXU@0Y$gWByM&wLy@xf~Ge?8u7G&{C}(I)YU@l{@nHqBKb9y2ghF*dg2 z>)g=ls!P2jf7GYH-G}*dFM(84-&N}h4%d=3KYLSyuG%8MU9j-7wS95V+m+Q6BZF$U z)vXyPyMzaxD?yUhys!~5#jkQVI;23v3h{1|PI3Ykyl}8~;-i!vB1Zh|^8%a?iZL?%zbaU7hAA6DiUc3onaxu|SE72t))$4BJADs#yRw%duNt+UB`% z{>N0FZ`oV;b5P}Fop788h#kv=$Ph?4LITY9on%n75)go8ks{!C6lEOIPO1nfexdjL zK3e4^NGaT{re{3nC^B{@Pv40a%U$WCNW6ga#^l6ynq-8`vU78gL0;9(wuz~5=l#Jf zOW}CAf-A_{)8TKCoy>-O2umc@9u?MX{fJQ_>Q&wjg_r8RJ3tvSb_1QkdJBDvw6O5^ z9opI$3FvRM`L7yB-runXd#vz4ZQMz%GhXjIeP`E&j=towbU^Z;;Ra6~wZ)h{_~`0s z)(XBVPZFBC3&B~8Qf$sNzIrz}BWNpnm=gIY2V^GJ;`*Q8QYiN8zr5{*QrtvFYFe_B z?pjefp6EVw`S}|Qdae*W^Pmj^RB9|Ov6p{zOG$nzTYa!n2kA}**gpg#h&V zRst=WoA0owS$TTemOGT=(1U4;J&?3=`>u_+Uyehl72rmkwR_7xZoDwZuAos2Tpg@%m({BU z*(&XlDR%NAzh5QSXp)V5)vtUg$nXYbAtB;NSS^_xzmKyh)oP z1Y)wE;T@+bt|Bt?Z;q9HYPPduo%g~BqALE)e41=lLC(LTHlxJYD(?mHDfDYxQ1T<) zV|o3LTRfkJN+YU73HG6*8LFUL@y%igdGB> zV~RGRABN-!qUDoS=Lex4)h3FC!$NpD25iaOQu2y&$_K%Gp$v)nWo2b0B^~n_YcBxQ zBE~#_+KP)OqtLQ%DM22mj>xJ$*F{18yIRfIb?CdxQX^GA@pGsEqn~A#!+AcV?ufWt zT$_Y}k<_WeA~@b@*Fl?4vh90hy;x>&2frr_I%DG%u=kYZkxZKp2MB`HFvgf^rj?mh zmBKHWqCdsR%|25`E4sjkbr&<^DkR>Ui35C8K#D%Cz`>D4fs*%!NSH z_&j{f)E8|apix)mc9So#;(uF!O;vm&Xvg$CBh2RAsZ}YSYXqv^9U5N?$B;g> zN?*8t7m%PqaDg^sld|X9weQtEkhjL%X|%F15#7!m-9iS4JeliZblR2X9Ab2ST4L8m zBB?f$zZc|0Jdk#t@zH5hy}SE;w;*jjltu9ypZ7O;u zegW``Cg7?XM?sIj9F+@i)kST_9F4@c%haN1H&5F6e&jRkV;?5Cy~!@%?8cqY**v17 z_s*|J*I;bo;@|GXG`8a?*_7QUo8}p%V2nYQD+-`SItzWFZHE}T-wQy~p^)MGd6YXR zQD)nWv-#W)X3*2fv{@BPn3`}Ay-b7O=S;%Z;PKw?{SrCzukWOmEcDOMR&6}0PCQHK zerBQtK($X*)@6IR=MC;{F0&)NuF)qEB=*^Ygyf}J-YL7|Cr~KMv`jH}>I(Fs68DA7 z?&3@qu31mD9x1o>NqbC+x}3mNC?l+uOgpO3gg=<;CcwJ+Fq6(#j;BGt_{-SNTp%#B z^LeD|7FLS!yE5O@Xw`1TFIVIRlJ94DebfZBze^C`Rs8gTD+1_v#36!6$r;nnX*pL& z&hEbRp8kfQUAzpy`b64&3uOIJihO=o&z=Cay`9nAxB2%EeIN|)w~r7ntv6N=xYD@i zlh~ffrXHa?6KMfRttXTQYFtORApC?`_fNZDBg_Tl*_6n6)h6dAIMcWrpkEZeD)xES zPy}F$@Dn$4ypt4r6Pv{^L;d01Y#7JtoXP7=KX72}rUBOpp-={O6cfn4p9@SdEisyD z^&g)#tiLX`4Q_panbPqbtJ4p@uNNku@Cpg8KBfR|BExWOAF9Ozl0k~jIytP)V?d&5 zW$J_=O->n0N67?wM!+IzcV|#WLgL-KcT;qo!B;6^VE8?U{ASQi(^ZhQvh*B!h zBUyH)E_0EAj$bPm9=g=i_||utya7dI{@TdxRC%GQwK~BnC>JAj>}n1`|Gf9A(9#lBCbC z6Q$)g?WXn~yPJcr_5GnJY#ae-dHUyRpaM`?@RdY}LB@O)SF>`N*W%2^)Z6^{N}F+u z3|Avhy@Vs7ih&0SIXN%1r(tT_P?#T_|N3+y-gQ7I`3Nc~8*;ngwT=K{4*Uy^Nhdlt zZz>pY()8)(sCbCNa!^k^i@eSux1C>2LyS@RtJi_kfejA|V-K?ABIba=d90}L*a()3 zt*YvYLc$Rx7b}f?kjwEM$-En%X}lJod%z0{`7@+bLLtLdCaI5(p@MSrvnuUfYFzJ| z*qTcPgw1o!Bn$~yHbyWUiH(m}z0|QGw)=OGu`4+m*+}gKdK##{2L*}$;Bzs+SC#$) zP-5>E^CQe+Ox@=AFMEb!Q{}*6n5Lx1+QJagA8D1Klb2aTzWq6e$Id@EN=Km$%{=Zm z76(x0vVuBIJnf)HeTv2+i^*kvqpqmp=Wg^4_^C(TzB zs!m)yL$O!QYss9?I7hfs;SZVyA_#AJ01hz0D3u>CN;Q7ti#VaNB?#WaE;NLnQ%?a0 zkZ9QbZ}ZK#zV@D7W(^#A4`ntG)a@;8*u1vZ9r|yWU}&!R>2Zdad%v+5o!a?)Ka`;u zIvzmTqYehA@+7tN<`kBY7d`X1DA$iH3;7ChARg~r09Kk+xQt(4#;;{fT9Xrxr~=Um z=~d7z_isr+o=cLEutwuUK0H&t>f(D z{u`ERh~u_!Kww-9z+Wo4Itq{1E@J4oKaA?#o8bL{d#6LlOHeY`=@LwM_zpM8F6WLk zMfgh>gt;)?;uyv}2& zjhIOD`>*~UEV7nqErBCMi-j|HwMxAZy$KKrwXHk#5h|M=<&;HXL)u6ghOrAG2kT99vTZ6%s9&4U~H*158z3g80Z-9?h~U z^?7nh$L|7@e-U%twGn5U_w;+`VSFL=g?OqNaizj8_m+l{T%0K}Co@ozUon#QDc#-^ zHIt7FtQEiefpI2#&D?xV%n8a9{*nCVhTQRjO-JMNdv!0ec2Ga=Xc0Ksn#d8Q<;llW zm6^Is2R%9WPL!=KH)_5B9LGH+3QeKlv$q7v(WQ<-$m!p zhPHX!tSiY{?~HBeG*MS1smB~ScYE)Yz5g@cfaFu-mu@HMQ~vxcI@At{w0CP|;cu^f zB?;XF+RG$6Hs;6(vPOwekhp>(5N%EpF`jH$xE zYfkc|;0H8Cz5kx+W`wB{Kgz`*$t<7}avowbLl-$eyvl|Cg@@k$4%~aj6n`hyuP5(z zu=R@206ANYTu8b1!pBJsn%#{`1g)&Ci{07oosrpD;q98cXbjauu&O7VOy(s_W#q%M z*&U3!T0@O)hjWbji4bYs2s+V)tV{ngswtxpVzg;@*l*9NlMDbfDS;@+wT`=ThN~7r zGPnLyvo?trLVMfIs}YiJl5tuLS8};38uCVk`-0{6T&$UQs3b*w_}+r(*hHwp$*m~- z90+sGll5SvbA7iTk6^3jLu(U-FEVY8)gmWWGeJSrGE>a`DI6CmKNr6UuR@wpgB+@~Q(jt1T64IN z#|^y(30FUrF?eOp&(d9!Nwey{JZ=$5^;C^^uSg8#SZ?o*8<033w38?Ti?2{sEHC5@ zPETwkuQnb!cLOn?ppPG&?<#Jqx874p|A?~7|Nn6RE{tGi<+A6+$sxrQHVaXhcSW*=f3+jqz{29zR-*Bm2xZg zB0;Q&r@TFFpFk=bsu=w48ZpO7ySItwAXSBLq_(|KY0GDU*B~`7G=8ymWiKw@0SN}8 z)W|W)Bv9gjnH5fLPAWnZ3+Od^UoNN;FF^%FPXRyt!y1NlwN0O7fPnemj z@S;+(5Juh$zVDpXmTuCW<)}P8F^VvBTX~(Axz=IdgpyJ$x(Aj@fMfc-M~;1$j-xN79#LKB*|WdU zlV@r9#aeMecxFK`5vz?10)c?JzzFk7*r&4t-m{Sd9{u^%)99OuV^mk1d#?l)MpEfp z32+`9$*EPu!wilWJ%hX~>K%zgz8W$Pl5_^}OF=aXgqFhsBcr38t04-x<;`6XT)*G& zIiZe8jpS->d=#t=7H@fFuLB3E2obNv(ZA@+2zr{%O4Pfq@y~SK?~~7of47oV zi?VqGG`pa$G-dCjoYwjmq)8v%0GMgqr$;FZ_n}sVKKK~gib*um)J4NonEu~jM?hYD zhw^|syA&Vt)K*T7%sz$Ti=@@%lDSP~_|Vq2KJf*WK|^)DAXq%=rD~HP^xt5fPXE5q zV}E!lCv##w2l76Ivt#qDlqOLc7m})#FR*iuXJacr=6hP|5HS3a0qX)N)StWZvq2oe zLpf*49%gUa@VmCrCP|J}EuwKT^*FwcD?xT~F)_zvzJGv8i^|dI3=TGw-m^X|`Z=SP zK>Py|;(Br>e3OYVK30tWV8r`1D2Lf~T)~rvUFd+;ilNuAyFrnCc5 zgJkNHT3FRIh0>fxhzjMpgTL1&Did9vbSeJT%PKU<=)a+Q!+2qZr&akf| z8+lJV9@l9Q#Cl(*VO5PBKDsaPsysxqH?>|lOlIJHmJl?m2f^LF0gb@lbxneU{qCQ| zg7t_Y0ppj;JgtRDpqglfY71a7H2-ZZ(%jYNs33U68hhDh5Dfpojf^$L>25LlbWw{E zY-;3~&MOE_jLLI9YL{GTICZHZ$SpM0o@gm{X1oFdUsp|DUc#>{hyCPXInbo7D&Aop zimCV1hqu-&>A{hzWF$f{EW!OZh#RX-sbOqnH!o>j&PC_0fFPDyZR=Cv56UI{aZt*) z5yc(2@jgcpdWuT~Y0Ozyg-(I-jc^;qM82!U69(3oc( zsDgRTs^5!z-m4EkS%cOYdrt$B4~(BCh0#lM|iYH*#S=J?Nf>{r-^wT_j}k8hOGqnaMG|Ofuj4iK!6y7!bAS z;EjwvMgC0aZzf)_{sYB{KDv|UV~jK8VO+JJ=h^GQso%se`W5+bb_DLFMh%T{z4y-D zKlv#};uoI}N(IpuLjTwi%Dmxo1Xd9cR*XHIcKL`A4UU0jBl){t-`i4hBkc;_}ry9P7O? za>ovYg$Fk&7;$O0uqD`^fk+|3Xrqc%IY#FLq=ir06G|DbAa)D19`wUrs3_*<<{mZ@ z6B9$UyB5Lu>Q&|T4CQ+ozXz?jNDLPtMm0uY(llRnS@qx{-E9Mbc$J)4H8_3!q6wx4 zBvBZOb-;P8?rn3`_QYu@V*YeLd4TNmWiwV_XMB;$TlfnArzZk8cJ9#0JCwH{`mbWu zMG4BNN`lTum{iW7=f7b8*C6)JS8XiGY#sF$BVDbNW|S3-EK%XlX(2y{g*I|H9}GTn z`5w5W7If&YDqN%}dUDQ|IUzBAXQR*Qu3v}wz!a1+HYq?Pe>FX%mDLH2`e~X#n}v#D z?ozZ^5bF)F02n*|OO~9~l&0Kd&xMHZR@q0;smcOK%e803yB`ur+d{ev7~WfqDzROp!AQT( zumDUiUHRq7OZy1V_%Mh({9CdnnC4N}p2%U8k2H?i*tu6Kh$sMih;F14qbho# z_bU(Uk1&XRNY?l8Fr!2ORLRk}avQeZorFSAuV(sq?zf>QL5}KsjLF|4Ho#2}_1`dN zL@=na0qbuFdm{80Ok~97=&_<_$?OU-M<}zNh7|ALZ=sV1PkR>x(N`mOB3lPJ3k9Wf z*hNu%km?Oo7@0(CZ(mgQmX5SH;5 zY(KQ2mzV#F)kcCmTP34IG5xi;G^=Ck5s%Ih@+nn>!E}6~q#A1QM2GA#hNW!eqUsHw zFOiJMW|}}Ap~HVVnM_y+2D5mx@qqM4Bcn~{ogd1Km%o)yw3&P!X{CFH&edseTKi^? zF$d;s@fxt?fkrLmRGmM}Isd!SLvfV~I(QWrGx$7IL^&M8YHsa5~J zp@pwj(?OVC4!@R{RSQUoTd=#gS2z)tHLH5BU;OcyLI}%^9`%Hdtj(hrkCwnP@&PJT zE-ozY*Ikwbe3rm;xI{wqxU{m+)J!D>|!I>i%E{N!B8jLlwYE+MHGuG_%{z>@{Y;wP@QIy4jh-?|?1&2(?##M}60J*h#zpodrZU82PEY@4A$+>|0 zCtSO+Bd!3~!oW|VdixP8nKuFEhUa#CsSp2@hV7+rMa71{!xX zyKXlLeqiomZk{u-f#ieK3OTySiF#lb2^Ro>eCYV_;X_D&RHR3pVUA7{EPRC9rYXQn z#7zWhO1oJ?Z^+Gvqap=BjDxc}yIp9)p?H^@m!Khfc%ne_EJ2&Oq@+YdNGO#2Ls-|9 zdP69K!R4!+4h0_QoooYeAF0B8VC$9iE2t~n1}QAwrT#z#)1xc2;^LDVeL$B9VPe zMgUyHe1ks$Rz)z?uZ!`9G_o3v0maFbS-@@j`}!nZ4t__>wEot<6!^|Be4ODok17yu z2XVZ{M}CicRT*qtfT`c89iR+7d5$olYo#5_gkQ~qoEr){B3fFQ+JXz|?GPJ;5*_?; zb8{rb-tfD}YQ9~cWwg28X7u-Czpb0k0Pq*`-mjV+xRr?s-daPGRQ?&nSAK~Bf4yDH zRujVaB0h@hyR^l`47()A3F4!A(|8L|Bzxw04xYgq-o)y~)E`6{OV&XbNgz4r)mow+ zcv0RS>*pQ3Iu(HO6yimQBxTZuVVQfI;}xpO0Z5P_R!wnW^p=%eC?vlJez)(*aXd!w8 zZ2YE%_Mo7b`gePbQR+Lt1{tJkW(ddB=47Dq?MRDzIwYHCQLvqn6o?s3+A{ zY!%bqEphv&J(sToq5TrjSs!+UCd)bkU}#q$xQTyfUQ1BI9AU}GHEj^Wi$>SMOgmE) zkDo|-jmQQqH!VTHbnF7YK&-NCyK-Ck19j1;-u3JkyuS}l6xg04KpGo6@~}1#nZQ@M zY4k+8J7eC{*OV69jR=&8uR2(r?AeCCP)uE9(8H?-ZQ6$?(%`-OT08}G0OepwT2Mqa zc%2*uovo_GR55nxCh52i%RLVM7ok74N6#b<@v;LsL*#wb2$#rPXE^ng+l|a?7`gBB zkbQ-LoTw5bL}ULHRd_AtXj3Fb`<-cpyPu$045|TKVFX>Hb8ObH2z&fu^%pTUh{;zs zp3D1ML*H9v`@_@@oEP65i;Ijg(&&^lFPz(^Ol@(z=pCr^2gPt>EKLWEGo4wiM1IDG z@edu*ghP){KY-bsdoQw}cYg5V-96b2{lPEE4LZ&$BT}3*tztBwx8j})O@$TnLG(dn zH{U3={o3DiL*ck1vKK--fxj_*g?46|V!hbNDR$@E?D*xdKO7)PLaDjVdFG5lAt{*c^@HEdHsWD_xL!9{Pu3wSz8 z6l&>0-iwJ~|Mg-hTQeVQF?@wc91l;KABl~PeYnF1m+_J)O$_jv@r$8DIh4IQKb4(n zM5qpYGaUw;6XX~RRCT^F?6ExaOV5tA>d@V*a5D$F3L`1@`Riw`*H&i^2EETu=9`?D zn0PB(m4(5ZHDogvh5dhI0Nz??;RLl71kh3GAwV=ENB}H`Y_mD_9o*S{J#9$ov;LqOGK^rKJ&)z{0-0SICh%j*2Uxr!D} zNx4bKHvxNJhp;b;Y`!(RF`-bb{8y+(ej=sg#YE;q zS@qVY;492p7yF3{P!)iZqSQHER7CdLu*q`6oC%#gP_YIhE!}i4DxzMNqzY8HeOUK< zR%wyuQ5(u^&8J9*<~u*V0(Ch`3qLjJYW|NYe#sGRifa-|<2rWeObR4_-T*#GuJJcBM??_Woc#ks$3^xAM3xI|(F*5-x%&|+7KSs*jjF;1hm_FYbTlm-;!$)<@NukILr=4 zLG)DGH&-s)?<=>jdXfmXRYI3IT^zqH1YFMAFBRVTa3r=~6Vhr}*MDgB)!nHF{Wnm( zNYaN1)!R=&2$}H*QDXVL?gxv+@Z>O>mU49SDBZyK2JFanKL5v*5n8H7Zq0Ly|JzRtOeBX0(EMy zQ4|tS78*__&vBw=BUkE)CqzS4V{^?wg2CW>@&u<0Q9kVW`Pqn4izxu;&@_8;Dd*0h zt|B!+ox4!z`c?!=&Tl?DXrG%Ew4Q=#!Q#F&54azbh1C9pfF;;Id??~oRZ;?W`dhGW z{x6I;z(4uWr$J=Fujm<~Z(}hXm7>;vSbTY>x}k9b^rUHx2vB2XwayZnoZd2}31{tb zrLBfeZy~ zabQdY%=APQ#48^4tl!rAzp_vUnIfU@C*1h=1X8-b=D%%vmN04`h33ynUFNw3H9`%I z0_@`(7N{VyisC0c)CtTZP^xB5&rRlqi~6{rwDPjks3gIuO^#bwUnd&k-yGfm2p62q zxa^vA1W$=K1DiN^@1Qa2Rq>PaZ?Dv?Yfn8Be+#@=0NGeCC2qaNS`77nI!b3vBHaD? zsTVwq#=mhOj54nQn^^6=jv@;mHnA99HOe5WJG5$NX@}hV7TJ4XaBt?JjrmK?G|ZBCm6}SVJ~+OtoC8Z0wf064w!0kD7+qJ>&cNqZKeN z=vV-e!0)9Z{!qiuY1O0Yz&zmdt||gOq6>n!_U+F7<>A=KzPcdm8;bWs?q^7rS~_AF zpkYLnID<&RD8F}#{IA8Y1`J+~*|LYbfbeS=|{pT8B1*pKZ zdkr))yP=@4$)8cLk@JAwfmie5^ymQ}Vd$alD0Tmp6$fDSN9 zRfZJHUCZl8e6oe+Vu})()q_oZe;H*Q2ZWy&-O+f~=H+}(7u8EzN%}|a5DpgqZ)K5A zzS?1`%Y1h+k7t)Iru(2V;|gypIZ=6*7>e#|FK!b{9o`*?jEwC2tS$z>8A4|^HKnkn z@TD+#R+E5K8l$pRRB6_Mm56$Id0`Tc)Tr}GwN5$xu&}naHZ?Vkcm@>bl_5j$E(UQ% z^`!i1z5y?tFd?ICXXsjhtG6`Wv@|sfPtx1l9J@N@@pT(U^&t@T(O-oh|p_Vxt1I0}q4fVoQo?jK3we}Oazb-6EJq4s$I z&8++ik)HTGvb6aC7(y=5k)}^il=~35p@kPazj{}=0T*7#wfj4~^g&srj_ICjjZIcT zX|sC(Mgqbcs9XZ|KqwUm#T}`!rH@s3~&nIZ_Z{_rZx=16h1{ z4Sx3J{BC%7sTkE{*y#-Fy?Ck#_cN=EfsZIaw;++*4FJ!%ln5xc2t|za`$C>TQRATB zCG}Y<;9{>hzMW}^qBtJi!i=75pSPQ^d78fQi}3>@f9*tPw4;$0K`=d}noySz6Q>Od z9<;L#epqT3&Ha*iIkDaQ9zS6R|GKhL^1Ihl{Sl2@gicUS>kf(tCfTX5xZaE3*k_ccZ7f7-s~E0>#J+Q8&bEvB*Pg zirod#`a&w8A%el`0Qw0+ct*AN?*eaZ(~X$^uUVZAh2{--jhy*NCtSW%_yL-RI{Q|; z-A~W8k>}}MaKVHV*DusA^&_{9u%OflgM|ec(Qt5KEFV66IA+_xW$k&cESv)RxAq&c z0Kr&BTEu^PbRRCE?F01}Hu%Y_X3~FoyQSRdmXJ>4hnK8(yI@1oSO#tv}DYK!?#IH^++t&E%)7&^UH=V8;u5K0OQhsgaZnu)Kg|EFtQ436vy+MQOoZ z`I?uW$v}Vd8v&O3S2}#*xKqyZ8dpFAfs1fi4hTSPC^U(?3yl{rB1=l{zV}*5YLRGt zPG}9Y&{!i%PVnY)&P?*Fy7!go|K^985fu}TpwNu_i1nilqj$pX6isg&?4`mdY=XjK zELAvs*Bc3$YuhVjlWyYtW_!#$JvMj=gmzeA&0l|72qV|Iwk<#I7l$SudARRDaW-=8R9GfIkE?S&4S6?jg?{h zugDc=H2Ay0;mb=X;5hC6ao}YU<;FOi>ENEiA#jUbeyAG?V4yK`Q5^Dlk8VM9mF-rz z4DczbZ74?ph-H<`gV0V$v@>Oz^@mu#`xUfE*cgf0AoIU|{DhAN($aC}qDl`sNY8oq zo_u_p3TV;L+iuWatMzp6#`sMXcR90hqn;GbTk)6-_^q=D*)Vi`whoLgzrsy9OQN z-b*FV8~u8Gp)c~>Z;+UMl97fAKONFJEF1$^uz{$+XqJLLv|b=vCH1y($@~Ufdj+bo z*CL=d^Ylmp847(6j(^C%?=uEww%uj;DuU`-Xr41PkDz>k+3uGh_(mRpa1RYi&R1_9eF?D3j?iCOkBHxvyvwkcKHaU~xs?`CQLz^$l&Cp*h+Hy=QGo+cgDddH1v z^m|x4qFtF9a10gyE+$6N^O2L&mAhKl0>H6?t$<>~pe9^f2n`glNPHH!9n|3F#>4>I zCGkFo$|~R&e|t!7%r8->y(ZS6@=rbJ6nL;6->34QT$ue5r5*uw7@$ z6d>AdYh*+ZFdTV}WvCHsFMNdyh@MlWe}`#UfL~rIhc>+ZVp|s1O`;x3{UcPDKxF+4 z*Lgg>dA_PpvZPV3!&{ucaZUh3A7fe}XR0Wdd?L}J8qa{?PE>=RI_Tsd&FRGPMbOT3 zNM7RWMyzQGu_iLPZ!wU&adkMtD#!;6kogYUzR6kujdEYNp=ZgG} z)t|GcX#)=@^?f}1e+YZ)u&BDIeR%XS01*&DL_|VBDG3DuDd`drsUbx=47vrC6qFDK zX;F|48A2KQ!5b<_xP|67xBiyYGU(RG;WJ3|oNKn8LL2c} z^%9Iz08Bv5%OxvhcFz|KFEx@nZ_~83xBo0-M7Ddhw$8Aj;d?=ypouJjTY8mOwi$*i zL^mK?E_a_XOtWmHPvA`EpiP$##J$a|$`>bGJd4y4ueU13tQ)z2$Q4rOmUBy14NZDDfna&L9XDRFvN$+XmD;Qed zl1>&@wCc$?FMAQzU&nhkSU9NL9&fP})&kRs=JIVUb&OlrtSqPPX%kE@mJfCWar8fl zgB9F_m#)g`R`aZ8;J6zLT-bFlKH+gAEu;|HyF%>wp5>4FU7xm2s!s zs@~xbwO9+d^e2~qf)^pmsm6!KAeRT|p{o8D*Am#EL}5Pv#G0SD%e`?Gu0n)tKU9R4 zgzgD)GfNYkP{e^dDbn>%#E4N8mv8Ek&$TfAa{&XBkH2@1a(;P$QsS?W)#}YVWN3&n zBrY8yD!kdI@Y*^y3HR;}%}JCh8v=|!^%QJg<2@tFkfZM(p1q?wjmCdQj{huJz2E3y zTkck z#h;Es!e(o`$ZZ)!&p<`K#!sv%Rnkr<&uW;6L2Lx=>oxR$xirP1n@v@kmz1pqucJ_n zB#6jcRjA0UHm|~;!o0pSO{3UaW037*&HQCb$h|(q_rUI(Bdx*-cT(#Aa$6QA9Ej2{ zeVG8>nj5bW7e{_LUsx)TUBue+{^1(TBb@mM{H%0V@GedAYwafYE zm4{8gip5;9=4FR}N`iFS2x2V|HvrQku_Nt1pe<*6&Dvc6%$tU(*>Vzl?z?{TZov^3 z&uw_mqt5=Q5sc~0qyXgh#J?(WWT%8$(F!|bi974!tM0&`!ciKfv&g%~e_N!(mn8B;1O~7i3M%a(Hj2IgGsejflWJv2A2s?Dc1)yN{!U53+)^Q~0iuY#BhJ&|4;7@P+AHTA+u{A`(;(mbbL$GE8pL_(Z6x3n8Kf(wQp_7!O9o@OgmscW z{{b>b7-+mM|5GE_s(%L4-;LtKpATl7ZEofKgJ~MRWV#|z+Rbif8GMu~^-`bdfA`R6 zfYVj~?G4moBbMBhy-lt79(%Tpb12NBQ}%*J4j6ug*ZAT1{n-5WqU3ge)Vz?=YinD~ zKKpRI)+J@#mB-jpfv1Xva^GQiBc+^#Z3=aaolVDKCO)-JC*vAf7d@IQgC2xh;>U}T#z8X5f>4cn1hIV@#?wPKbG|Gvo(k+?h)whk z4(M>axs=O=s|XL?7<|gjay-Ei3(Z`RDbKXyd<|b|euI2b)kJhl6Q=F>UPN9h%sRGI8j#yZXC&&&Gh2ETy~B%+6mm{sAE(H}n>8f2y*$%p#A zUpuz8pSiZ5brn@rRk;{r70I>`em!l|@4mtCmD0Bt%~;>*L~?_}TMwYIe5Vv2kODou z0M;q7e9(SW)F3gtXO``@{d&knMe8@qGvEvLLsT<7NsHawbr_TW)Wh_m!lu8hNXNA{pvb~uw>K2G&*H|$4P>~fEO%e7>_RM?_v;L2l!R4M95leWV9ms(+% zY;Y!6!m!a=@0)G#ch(>p%aWM~ePOGoAX`e$$JQRBt>f-I9=k5nZzjpbY$H*yO(QcW zk}Lqr|8m%y2Jn~O^jWT$(#|SqiLIZ_BhPe6C_-ZEnpzyJ93{LRljfd#rn8ZCxHYX> zk5=X-pjosbDUH1#@$GI_hIJDKQebhC-80uG0xR_jkOt# z*eB}?JPxDE$dEK%L9E~7uA}|@@Ara4fNl6#UP{7jy~2RZ2mKpH8J(hs=y>Iy+drMk zXb(SMwfPBqReF7`P0@%>B4OI9tlzL?Jp&_|t>>yCK(e)tbAM-U=uomzW4TZS2BH}n zprN4=^%{Owe7FKLOy4AI?d2)xA|RbGo$@dn zE2auoWvPJY%#;byY`A9tBHyhhz<1Z6dQ>vnoREQS>*nNCi?O4vo9Vd2=TvR9z%M=I zc2w&cYR$0o8^s$N8=WLDMGEyXChrzS)Lr|2*i(I33e{$7;$z@tg0mz{?$^n+cp10@ zVEz>Xx0XlP>nN8%dH;*%)1C~gDhW=+Sc=O?1ta)$bA4Wfsr@ZnP^U#XKO;M?U=+xui-yNKYe?mgI;7bSil%RSA*0z%s?sp6P_oe3T}LtLTFx$4DU#+hMP_#>+-t=;$K zsf|s64kse-S-)9g#~E`zJ4=^Z=d4+Y-I9=lsFkDbP)r!>lpYL#^>WZbqjKsbM|QY7 ztxV8o^?D4`qwK~gSPQLSB)SDEJ^$hRMr<;SC4YkF+I0WUzc8d}X*S{NAm!Ym(5AwV ze__JadeeKBan>+%9qewAeFq2STOm3+r**R-ywa2%9T=E%5IO~l@u`R$7O9x?l)2f& zviXtdbg)ACde#stb>>`zURhqa&Z*m)Y`YoB*&CCXNJrwY^PU)m>Y@UpCcmn-`U-78 zs%3bVv<44K7RvFXr_`A@ne;;4rXKhM7{UcBlQb|1u2k9Jf;leSYYkWLA8!QDB9lFo zrlDbZ`7bi$ivgD{(Wyvmxm58gUfJBnrq%Tp6X(z+3<&wvqodE!SZXZz1z}rR1axXR znAHdqox}I$@S?s_=KE`yxEO5XTvpoqDT1N#1 zAN;X8IkkbKlGlNFK6vMrFD2#F!zDzv+}!2jtkl#+y)Cqj3#)Nw#rt4e*D*@symZ}789U6zb&kcoE%3~o;(hW`l zv-}Eic%>$HA)zAll?&{69pBuumzz{v0?)-9qH>{<~~`iu*OU4;_Q z{T`-iH#}ZAyySzQ-*Fw6l$i7JJGrgj?=sAk?x^~rA#x>RAVBW5Ab{NRS9`nehb-mP z51XM`X4vStHGo}C2Cf(@{>=#+38j*q4!&xlVfV&rdQ}m_wM|XeXfnZKiFKi5HND& z%-v}aG&T!c|Jx5WnmXW=0gHYpsqT2adF|QGK3FjQlJ$j_+?9Ai!IJzJZjQDwkcdao z6C%sGA=!C3GFu9~Jj=)c*u^{Hu6-_^nr7PfW6oCqYz0qmTP|8wRhhMQMPyG(OZ2oJ zH275bZ%t%9oSX3PT!7C+*rG)DaAff49~#$=a}QnD&Bk!Lbg5;6nT&I#4#Th(CFXbR zyg7rSh-}7A$#K{^v)6uPR0$Yc-qOk`zjA!C=7}!&ca(lZLxW8*v43rVhEC1Hw8C%S zE{M6<&7dRT?B>wxeZq>rX#-QH8^c1nfsTRDq{QzJ;yh5{mqfZCUr_Xpz%+xh#3!}a zO3>WwA=xRExWT}B)}lpE#&ElcE4VqK)DPDSx&%S}D{d(rQs6@demB|*X3(FgNGM)8 zvll{Z`)9Uk&QkCd0tu&cGA`=;8yu#NwnFpjiprf&e2_Iv^truDEp8G+LG4n~pqn4x zfqV7(g3e$y_^F#o&Qz6qz&%Kam~@Pkd(L}c;OAxiV+%{C2P?U=07Cj8t5W_&e9D&i z!DKTpd;bfC(K+EYImG*3X1IHam@i0w1}zbwpx-`_C56N(*=|68K!Pdy!v~1w5rPWU zMUlCtI`1G<8gnZ4*USq6Ccs+NpMEHJj7mnDBLJKyvle0vypnj12DqQ2MMNmPqa_a4? zB*RNiX*P5-)s2g9=juKjUQF%meeA5&r(pr{12_LtmjUu zk-+z@z-%g`AkPndBSUs{Zj9L7CwmkhZhGHGaGE$lv9jbWXMH2KX9|gf=yD%C+uD{A z+q^%A=+C+F6)E2xXchWKYfnz0i?|grXaHb*L!JLV$HNO3wF-aW%W^h2`neSezKv|K zcL>?rsku;@Afy@UF&Ps7t^OWU9TlB>Hd^T*3IhyW&(p2nlNtYFucxwkNx-tAs_7Bb z)!deeQ{Dg5-Y2#nMCC&k>DIP=w?O70kdpfB8G6R7)-X8Q`f;PnTl#-5&g1)uz!mS4 z;f@+QB+MHe40V9{Wv^{O%-Z&VyxaW2C!4*9rDtt4`n9ZwW4&%sg>+0ij{4xS+MhO_Jdd_2O(p*MIa(BDBmuKlq}le?cN%t^!mJgvoQDEq(uP2bcpI42zT- zM46~ygkAphC)`@X;gUH7iF}VgCrcM_D~9X)8_}igwg!XC7bimal$(`IF=X+seNMTF zGd8RmHzJhZWKq)SxIchoZ`YIsNL*&OJ_#N;Gl03qhSeO zP{lVBwmYpO`r*%`o1IY74?XyV!v8rwFs0BU9n;R_!uM1p=`n(@P(E8-i3h9J$DiRq z{g3nK?lUgm_Jm(ld&76ZGo|?l_nUh<@kandGrFes&n|v$#R6rLdrKMFao%B0x%yQl ze_tLCId)UMPF4kKQ(S(21jQ3L!GXiP4l8DXo=-E?X1!eTgA1tPyYdD6_M+r#*~e>> z*}&Ci7N-iGNBo|+He2gZg;V@!tpvheeF{b#H77$I#1%Lj7xPpgvFNfz@II`r*n0l% z;zdhJe9gLPaxt#MGP9V9zl*UIf}T=sS&L40ZFOWmBigdX4&p6HH;HQE;{B5Td020Q zI&IVH_x|uPLaE+(zFmIg^v}b1@Js$SG%OmKD6B%RH{}L|L#f?#ZP&LWE*wKhZc^i=g4=EI{a; zX3t@G2L%4hA|3tP*ceIw5Z}X^Pi3xuyIdLSs9sJk%6hH6UV8o$hb<~ufgm^M!pGaQ z5Nd5g(16@plkFMpyUt^G?U?28w_cyRo`tZgJ3*c)qGBhJr$@2e8nZmzz8hgi`23@j`)bt9FrWT9CSF@o+jo4zIy z*519Iw@g_SlPpDT0T!o>S;dypwZe1BzXPQ*dxb5t$)5WG0H+P_IwI{!)AqE(l-(NWY>(A)kX|ub%bSG1`NEbj2~6UsSJU@D+ph2M3mfr|>|oVnD!Y0T zMWz5NZ|`*3ZpnIJj!OfPAHrC?m7hiz%~_R;>ZZ5DW#aL06*x4XW*{QLYQN6!HHT{* zeOWnvhmow<*eR|oF1ondcD8cYcQBQ%*Uo^+2XA!No3TD*NA+m_cRGb(N*5WCM8}22 zQO-_s)8?Y(-&c~o;{G!{c#ZkMD2O*5?{b6{A<+WX3w(aY|Gn;3?>D}>E1jjT` z;pDl{!}Eyh!~66{Kffx|y3eb;{5Zs&^`Aexq1QyFuh)}v-bmO+0d)7?a?RZe$aFyG zx9wFL#-da&nIroDPrjVvYB|n3>lz_i(n7P{Idu1ge&|d2&iu#&i(cJl1bW`e$-=IlXW#o0W7T& z@JA-BQ|PYA!lsM8*Nx~LXQr6o#;bduSuO-m*pKAps;m6zNjC2VVF^;l>DEP}ymLfKP_6ZFTsuDq^MX zOQjyu7Pck}WU(|e7Z96@<{1biw@f!$h3v$(a0|wy39SQn0E_^!%*+18>?{wdw5{e#gs6Qy`tu%F`mx^xw#4YFfjs755_mqo z1mL>O>`Gk)C8P87%1BZqmO=KtRQhzcV!NNP9_=a%7S`Jc*dC%@_cW3Ab(Q=lz;0#a zNS;6uN%~Uw5}T@h=;pm^E;mc3qhT%kw74}+guy4E&qppn1BEOB6S>t<$#<@r1581; zBp{L0S281b-t@_W@Wxxrw9G66NBxgZ*V6WVx)c1#*V>{26E9n;2 z8?i+A!!l~K4*l-Ck@j-$esskw(h=)^0JkN3kM{m$RCPm)a|CuL@2F?(s1RrQa;0~u z(_64pZtY^`Lb`FOU2C2zhV1j-8k*7sqK^{D4axWANH$gNa39V1b%t}8X3j<{K^Xh2 zCj%_{mO?J#F0}{AL&>+V!Fiedjtkm5zIVGoAk}uizxVRTJBh5uH~ASke}6&Jdr!B1 zJ}b6feS-QF=ix>=Ifdr=z){ba1E64iZOG({X5`P`{}AtXBgk(CD~hXSBMNs^33%+c zr3x%nf5524Ge1n{J7e}p@Z5jrfS2B}C>{oO=WFgsltSI0q712;cdY$xN>-;ny&jrV{e4Z6~caQG>)+% zR*Jy>=K9`s>CB}wVV9OW=N+=VfP&wgnlv_ zQNDl*J#Dug`s1LH-H-lB=z{QW}tN6Orh1jXco2w-xxmWy~zEM&b6M*H0ZL8{V%?kf3G<6 zw+iImcz}RsFacZC8k*}h)#ca0wpJ78=19tKU)!HW&oiOlE(!%ZU9!H&Sm6&EKcy4I zGqR$ox76y$?0;4xz9+N1(QqLC{6^G#`@vqkJiv5?|f_FzY}0{tOO%s z{#+Xayw#f|I_f$<;`=Uwy=N#f2uMo!bVsJCowc6N|K(=~eh z1Ic#Q^Hb51?;G@_Yi zB=~5a(gAyEXu>0nE=L8MLP0}wbx-g;1!G4?QHHguqesE?|&vE?oB4wzFrTxa+3pFS+En0Q zH{<43x2fR|V=fb!JfysTH@|QlHjx(Uk#-?g@g|pbRnqpTWPK(fk9s(>&t-&EV|@VZ zr4&my#^$R|j)oYauiiR!2j6XjQhV#rLfDpj!j9{%H&yOqGIw1u6h)R72Ja(Hr7szX z722a)3Ts%<YTsSd)rVEgW)5`=yMLA2fTS5 zh<6I?PREU=aL6|0{oEYm1cO4`r~Ivl|B_ObuxuaE>889V32CiK!CQqCd0Sohm<6Aq zRh4loBavl6H~Wtrk6pj&<>eVYxC%jM5dlm5s3bb!i?i{4F7VNnn=Ss%m4A(``BYbl z*=r~<{1Fe^H3s?=%}Xw+K1Mcv*V-VCTfK);xG5YGQ;-{^I@pCu4qN36g{Nb+JzrTz zO8Dk>o;4CH5?o-jQPa@BEMJLXY_H#mrY5C;hkl_x5dc`u$Xv}>TMSBC7URXYbG?|X z%bkG!FR#FP5!1HAc{LIWa?W-^UdK5qz+0Q=zBW@gZ|3TUl(c_Q5LDEi@e4;nCW;>* z2xw4e{{$Gs>!9pinDamKi_7OSe^#rIlm(BF}Fo{YwqF0cns6G%nvGc|i1be@kviPNM-_ZsO$_ zHzzaj(N9(%`)Tip2yBduEd=FlUD?SGz&YA)`z)LfM(`5nw*ZxXqe7nN;gv(CF=je1ZN7eGoRQ7#OGXrLn+i>y}&s)10q#M#xmT zu>3RoqjvcNmO87YG>rba!}P&f(aGxOgVK|KLI75YcQ)E(`;b)TzYtPS_#g32WOT`o zwy#ShZNiEft*v0aA(JOtW`>fBA#zZ-ck=fQr!}@eUC(xg90l*C0~m-mHwcV2{}m^a z#M5pkDwZ$M;zX3YpWjuPgWCOqbX)wLj-xaI&dF!(G*_G2FTcKyW=%84f8k8~eUlOl zDAY{!))p)v;_L6dJwR%o_Q&^OAG^c(;3=xx<|;lTgb({yIqIq9_TnV^qQ2?UdDA1C zq&~Tr&=xW)Uo_9#so+*QD0T4g-xbnpP5znqDB0vgAyGOvPaS~DQnknzw&BhRDX$rh zQS39PnKa{^xq|@dW0Ur)L-@pxE_^P`j8n-j-7&<^<~G==qxu&MjO@#*sDh z3U-&;R6NX)7O%%$P)yUqRgX7Ez1+)_~6BGp@vLzeUKRSMP zn|gQjOEu(t_-ohm?I%?wrfovl+KaO)2yaPTH_&d&K0}Ennc1kATM+4?e0C)Z{a+{= zxrdYgj3n=e@Qo2LmY?aS1w`MBANrf0xJeUDVsTX>!qdR_w)C$OlZ(H1`kVkk)d?!c z$p~|184p#!aktyoPKuKwi@IWdLA6!be;-DCR2tmS~^`;8%K zPEq+PDtjk%9F5XLW4-mxo+vHC;C7xlB)BsFiNDCEN2FmheMM(pBb)Y@95(3#uHkhG zo8YNXS!7VI(omc2VMXh#wWJ`!37t6=hNFKB9!Ec2Q=DfbtFc~lUInXAlJ?83)VtTH zh^0hfAC zH^);{w1$HoYhy=4k;nHtYzXK-p6n_5UX(O%`c7xUfgol`h?`2#Y^qZ~Lz}Cg+5ex+ zCzSL;4Tsj4+wo7YRjk;Uq1Ra9K*qyNek%>#ixbC(&0f2F>l~l7H~SIR3e0U^w5DVbSWJ=QJL4cTm z!vRBa#x0Z}GtSyUTBjtfFHmXbN?XP1lTu)jMkO;FRpf+hQ!$T}s589(^Y%s-&mg7! zei=|}%@Z7sWxoqMein}&H|@MH-#-|m-T#p^S@Ug$!Mj|sRQoFmg24usIv*!~r9_qY ztW~lLu_*e}Fli{NhKq5#Mws69y4Y^9L;K-(puW?(KK{SNOLIxkarYRl+uoK4uF@a1 zt}JuA^sQ<6>jb@>Yko0}*Hl|Yzw4=veNiFNPX2xo)rz33fu?4b>x9Y!*~D)kXMC7= zV3_-I@w;c<~%6wn;A)rs)+$NkU#c{hlONlup=CbnT-ioKgY#)73 zAkm|^6oEwc{*_Ma%jld*<$p3H?{mW#FV+se!x0&lCo6EIn%Uft`^}9k&`mhHczn?u z`6_kp=GDXnHvONZj%hx;?+HqJ8*yvYxaEw;YwtFGE_@hdz7tH0!W&>^UM&PO9T26{ zL-s1-aLY8eDu4SLhz7t7nJ1k7^f;^Owe>fptsWlz6H=>hdJ=`MZRi!n)#G~B{PSf4 z4mOv$qFEuxTu7r{Xk(F@;6!yG8kQHNd@3S^_UYX0@uz+%Y+cJ3N9PZ6Pq&~#WAqg( z!l~YMcf27854?H8p56Aj1LeUk;XD<4mzs)unxDdOs|yl`iNY%OE|YR6HCFcW0%3&C ztw~VJ+4z@w&X>0q>4`W@^Ks6eeyngjD%Wy@T*16ss9%X`vP8otIaf|vej)Xu(NIOX z*n z*_|-0xi6R{WYj({(lvT-P)Xm$-9o^uB$5=k_O4QbQbUTln z7cW|A#CrQA|9;i${I1}np7$suCxP?XpRN`BmFVi(nX$$ekGYd5n)`=}ELD%aXW2#YNo@G?heOJAAm>Bz zdqm90owQKND@2^1!77?s#r9GtN$;7D%8D`8{YC@lLTjrS<3wtfU8qgmKYP4w)5BKP zAPHbzWG$>x=Wen+UP(&lR_yEoGURk}!<83O*7Dr~g%umE>_1lYvT4t|kDjEsi7@V$ z;sLK9`GXE5$3QO?oKs72#>|)8+)VhFpEqkKIbFr0;Wq*=zOTnmm-fr0uM-$Jm<@B~ zqdKpl=|}Hs{z@p{gV3sC;XFSsOzjH74_KlCVP@uY|h_BF43sXW|Of6sjBdj ztEgKJDH6PN^5(O30>9pzo-6q|@s&jzzn5~(AILeYBLw9AF%<-dgMKp7_a5fBFHgNVY`nPqXcwN*sxT+o z4aqe*1+d0wfq1iq0zhtu7j#Oc?w{|1VlDh>L@Xx)?XPN!Gsy9fjN<7ZP!uQ5sbswtav4ysek zcY@dg)#%N!Nh-YHuqa3Q^h$22c5T@;ueXq+LhpeZOnfaH4|$cBckR4t7pKr~o<+E^ zt8r7j;ds?#d_Od&&K&#~HD|qgHtkc9~nU>Qx;?^BBo;T^SD(6l2n#@MZqgTWrGVdSUxXgDF z6^gzCNFWe!x3!H#L_J!EBqd6vqSwW<@0dhj(O~<=aa3; zdMhivC!^QWK*8w&5Ww5+AG12S;`4D(xFr?03W2trO6`5;4WK&P?vXh%tYq;?9a3E9 z)MwSGa=zY^q;3>p9Xu^I*c_yiFfAN&OyUhVbrDEr*;v--cUPdYoECP=&3FX(8Jl_Z zvHTeR?nL{(-~0xquZNBuF#;uEF3tT4t14|OZiI66UHN?H-0O_g_gjF0?Hc}^g(yaD z#<1-&E+LJ5N@GvzRZ))Q?3Bw5^AgRNhaf7gM^ZM-l-YXh*n0Ha+bL?mB_pJM`X%qY z@BynA$+2ZCW4}EO1)gwZ5@0huDo;D!0U2H@ER3EHl89=%6e3@7dFjk9xAL!E)#Wn4 zWaSDgf<^?(#}NL4q2I<<9@shwW-gwR?Lp@I4-8Z`$}T!5jsgj2;%SFad*bJin~cII zTBuwl4m6*0VLAP4IvoWJ61SSLOy&ql)R><9Gv{oWLrLHDv4n$$i-zZ49$Q3>Upc*O zP_`^4_%gXY@hUWfa-i?35rOBPH#GRoXQDz0tUof(8c8=6IV@p5lIgzFST$)z=lHIN z%BwbSiOzHPPMR%YyO|}PMvMkOXOsD8s?n%*1q$Afn_5G=6KB_sd|7h;K7upHsw(1# z-j|GSrJSjXU>W<1%$a{)gd-L*M^+{+eEkHh)1#8o&o4eHFc71Ii0d3fxy;b*Wg?Wf z9?~h$_h)-8I+eM*N9Q!6{?zsvTf{C_BBZH}nLFv(d$D%rwUD^B9G>8&@AZ*eF>-Ab zStKGeGD*U9$S7WX5@#URzoA1qXYcy;vp75h4w!=FPRO`tW41z??mB<@UoF5U!%5ev zMIHw~Ro#k!SB}uODFLhx4xh9h+2D>Vu2&;`hH7)tF8GBNAko)WT|+CD@mN*ww&?7M zM>Lk8X(#|!<1MiU^0{?|uRUKpilka?R+7FC+X>jQ3DZ-45>;H^lL=SGWsQez@R~fD zJquvLe&SEI*{_D|2nbmnM>U~i zlTj8)>P{<~ zGYmua5nPrB`iaadq%}xnoo|f0)+`ttJrDIw>OS#HBcRohtc4ao!4%K$8>-#Sm6tD!M z*?<3sLLma((A!4t#QGtR4~;{w3&fIjuZToE@HK#TP8GE>#$NE_pv`~a*45S*mnKsE z)@dyaHv?l}E7Ow6gs(KfOOx%c>x3kID8zLDLkwcVXS&UWN?X@nmT!dPmhz>7ei6O< z(4C&IiJNLJq`dVAh_$W<0rFapmqv&GQ0oL*Vu+`h(HGC4v=l7?`OWO#Gh}v z^NT$r=+gN7KB3umBqSP{U>;s{x@^~j@x9|oxwCmWK~Rv@CxF_F)z*$@&LLdsU@Upr%ZkX652fGEtgU)9nezr&lhUH>#g9 zSaR=E`gJ3t#ct&4|Hue_r-&WtbqyQOC9lOQZ0voj*9Lff9o=Ot}%Cd)zTn zFqXf8PG+VdXYFhzh!njX$dE;|U2ilDkJs+o2$2?zDqL;el7IAO*mrnwJMX{A?slxt zR+!W^hl}`rpY=#CNb6ovtDLz*1p{cNbBvqVX+tk6K#bc#=63wap$|GB^tp ze^yIm7eDG<8Of7j8w?A}k)#&=?sVL;)TRgN`?S@uM36MBYDmFdz2}ucE`Wm5`^X5o6DLDvL_S2kR{~ zrY|MAEZJCKaK&b2>WR@$lyu>)PUCwOIOr%BVssNg093w#1_5KoNe46`hqxyu!p!!a zg753qsytPHqFAq{N{QSS)dw+l60Sb+WV-EQmllrZUtsF@dcsQh8G!u+F+8&8d{#$r zFHCx*LySxUG1in{1r+nYUY;$Hz-e-)FJGNJ;=(&jrZM6N@ z%fJ-=lW|aB_$=S11G{=+g|%HSnKF(esf$lvkyXtWW1`3t{%md|x-P;8w$yF^^%Xkx z6PlmfCHXU>doE7wmzUV_Gnn1ZhNVpKUhbT@5kNv~rNWasXn_X_lo*IeK=HxDfA>zC zIr#?z-l+MprwqZWFDX@d6h5d|82CUrW-@QAB`wG_;4zG-w>BVW<qk z!<5sX9478EfT`bec^Yn3d#8eL?L276ezciAJZrfpSFrP9XZey(&BJtn?4GkLQ2NA2 z;8?vGd!EufCDJ-Y+bUKVb_71cHtm4~>X)|Q)In~`*BMIA zpYuDAV z*?78FxF8fUDzuv^>Z`MNB~`;~!R2^p>&_c;bKeNI8Y1$?g3<%x9X)-o`V`M=v(9kz zH~#^01s=o>38haCAP}gKoJgww$H64tE9YB#2MKJ^&fcSaJA-WzrIH`nFeu~tJ}D`>LJZ(o1X0bBDif%BgKME;l)av6F`d zj(QEDpsGhvK1Z*x%lLY)g{(1mxdGc}A(!Qe$L5b@blNycj>pXtm%2chI}>9y%`>Y| zs)qxsM1DeZiWcSkAnu-@X!;CJP!uW z^Arz5+N8HeBdSRWg8t~`&Qbzwhx@?Fh-%8+y%b*7NONGKGOG$5X@xZKr1)uTiJq=M zm#{Zk337uXQn&YHEXKefc;7-cB(n<|qtc(G^uyybJGR2V>{?mRbPzr#q8%NLJ8N>ahFs4q{6bg0)A?&; z=X%`D#rH2u)j=^(#_V>!N~H?%peSEhh4eq;?8n}ywAlU1fPJS+SNXp*Dqo}VqYvHt z92!F#8;J&gH)p0ie|jCi%8e)YVy_$1d3L=1e9U=j{BPx^DIekJvFfENrpkk1F|nh$ z)VpJqD;559dA}J7d)l2eM8#NiyVGtHlS@bq5PpLsPtr17^pfsI`Z;^f{^t2}m!T_2 zVFrEF6O5@~8A&!2gyK^u)-PD17es!a*IWE>-hl!3W_w@!t zvYaQh2cEFw=xSN4`!1f2P?k*OEIFq}HFNc)3bI;I6A&VV-mq=X_i&j;FnRQl!T6HqDKB5}}t?6G=$w8X`%Z#W~yIHGC8Tr;JaUdUrsbV|iQ z+lOJZkEO2lr89J>@d8Y3G)4-ISrFRfYO{j^+hOpB*P%xo^i-YRtyoybc2<8|gI9;n zshk@mqADLy_#LZD%~eFcQxtV3swU{ZXr`@SM`rYzAR9M`0>$|+STdmVuP~;@=12Mm zznh>CVZQ$yjd@fJ@h_AuM_Z+gxzF)m5&@*HAA1Jq%3`i~DhWu(tiu(8;#ZCaTumO; zYj#RqPG)AVAT-2B>mDb|a-D*B4TGeAoHec_qWsGP{OHONJxgx02>FcaQhwDyP-FDd@Ud)xf4Za=Wm%{t#SOs>-~JkXe(cT?E-`vn|^ zxDy%ln794&52i_z1XHVXV$AdT9MUaDrWcC9rF)Y&C43@EfrvhOLV)aZ2oi0)(6ncuvohDm`miFAuC zL{dp4y>3T5xm6%$?P?sAv>qQAd7Q#n_dLLm;t74-NLu|B{kyw&#dP4mBrMggCN;;HtQb{4`(c=Mu-F~@ z{2T*f%AvefKw^NxD7I>XZxEg6<1NNve(}j#0w~8&)$njQc~|g;(UqryxA&LtvBuS- zG1706BIKDSzd6woiDsEa0xo9aRu0O~qE{oho^@#bY~=MN-X`*i@k2U7hGj@d|7Un_`qBDz zfAjiw>}S>iF^+s3_qsRt-o}HHWeE9^qAPZDkl&Y$Ks8R@=ztCXz4-U(igwebd^8o@ zXk(m^`rQVuq|Y4eSyC;9kYfa`7z}VudNiB^uzS35){6hYe3YCtyL`rR>K~?+2msxu zrrFGdUUK`(_eXEZM(o7Rt~gPB1`6a@b5t{& zcXrptRTDc%A(5sFMPcyrt4)dyvd@F6=*=3FciB)V35CmO%~M6+aLr-qlFlGDa=hSc zXR^?-*d21F>iDcz(X!j$$3L07)M~L%2gd1&>8~Qqw~`mt%GnvGLoV|vE}&pNse3+c zv$@Y~VBP_!o#}q)`8nDE(eqMp8GmcoN|}FNsefz9FIT(4H5jPHxS4z2iC_PDREl=u z80V{Tw861O+Dc6o4;EN{XcKjkv8(wkrH(zI*o$YT(NcLvw2N0tOvF z#^+}#r6~6uRdzaWKSM<@wg;1zp%Y9JKbwMTxOX)x+5d;`>>#^={U)Aj2Lnsbn0+uf8>54bJ6e;6JvJDm|mEny4N=$ySG@CT6KhoB(qQ`l~`jfw}U#c2q@xepH5-3=N$s?0qz)hE;y2*0n;?`d+;)a+7M3$&vppIqAOawBeU+(8$@CoQxGbay7fK z(QUly4{}Y4St(O2kYY4%m^~e}_aarQR`(K*o3TC1{dM2TCaV}L>3zsnh}LrEgf|qX zHcE*ig#smH6O%rR%R7!YZHse88Qp997o5%7AFGC8IA=)Ip3KC3`RBKgs%b$orWB|~ zGB!4D(yu)}cz)}^xvDVc_gZ|7a?vfq#4E*I1m89lk2`6~?)GvfrYJY-m|L9>k51>c^h17%*$-M&c+`#Q8AI1fXe!n0c69&fXZ_ zplathoOuglAlS)r!c;1)O(Chwy!nc8QxEI+?EX(H2UdQN%yK$#tz-q~RjHP(nMxuO{+qRnwT(Ac2o2&z zNxs3;2d&RXe7Oms?BZzGnWl-BuIt%uj^wyY3G7Bl9mz*oODA07qB4%7(ESyhiU%z> zDdBmB=dKy2dy-!4Jv=_r$5ridsbfP7`a%i^<>RGt&b(Cwk!ukxA>U^KcD@T|Eaibx z$V*Ag*He6^nWmp*R{QAZ#NCuDhWL2~NtTAe{hIt|#klfL$Dcf$PL+Qr^J2?bOBCb7 z`=I=wFk{p%8%{zvs4zU%SkLO&<>1+SOb-K98Y`E%zg{ ze#YR9qeyiU;nh{GWaQkT0JSy1itVW%FU#b zednh97d}1+C`mY#cn(280q~DIG+*0+Qsb8#F+VTlP8zxUAOOn0+*bpS!;#u7IKc~v zpf2Ag{xoQ_PiL~w^9``B1m7X6>{pV)1g~IW_S4XmqwPMNXF?Dn@=zrI@b`x)^t}C7 zb)bIlJ<71K&f~qk1F0Rr9T#rdl#9CWh8#uwYa6r+9rQXGTjvZ9B*>}$eg7XXU!FnzL5_jQjlh=|_Nx(X~7N)N;FQt;XYQ&GCN=h_`b)_Bj$ zt7Vh_3*K^?f|*z>Y|w?Qe}2m93e`&E+;gW*qQ)Y}MnLw%wR)9gDv z7^V7Fa9QN*z2Y-Qbe}zIrGgzm2@P*;Yo$)5YWiDalSs`=Fd-J>J&*BEfCf;bnt4awNB^tH3cZXz|)p8IXO7p_52 z3XglcU^!jgNWCNxpq%=plEh#jrA6h~v#zn$QROaE@?n%0?b0h<5m0CMRymCnVU4t{ z%sfIzYx96tIw|?r{Q?rhJu)& zS-QlRHMm@`V*HSOaOL=Cn}e@+HNVo#OtH#U=ff*(^?%>*=CaI6FT=cxvQ-WKD3)9>)aatThSa6PSy$G<4<_j2rX>Pe8Skb%nV z2W@K1I)n2K|Uv{`@Ap-xOoxBhNTM#Klq64OI4QvdgkvoST3VbVY zTKz5E@4u4Eb;HpVKTaqtcqlmBVE8Gu4V3+UFQVp;{k5rBpf`L5r$X!etQ%z11E6Pu zP5i=4yR1J)cA)S4kCLMEIe6i95e*G;A_P+O2HB+%+`W~MI6EiW(SJ56eIo(V&kS{s z%{L$&o>lzM@ZrZ;@~e)4mo-y6`Fp&g`GX2Rllt+FZhw*u|7KGvoU1b@!odwx_Es?v zSAi*fx_AvRbh`Dk0=o*NZe9qef53v{Hc3qi<5tXfqAk4yQmnrq!PA=7*}TT`Yshg< zCvF-@11+RFBps1V2f@0B(iUm-+v(>}*@7?oD=&pu0$?%fvQ%=U*qQ%0Xkc#syqLzR zc<{Mwe8L}uFqM{roX3J#q252g-heXB_Bqm@`cI`K6;OcrPpSpSJLJQ$36jXjp6PT6 zm^0}g2j~C=2C@Xn>K7+o)l#~Vez;ynqM{yRbMWK26#lP}?Co;bW&%czIMSRoB&M?9AxCm7S->4p7yd zX*%@;|1(tbxA7Mi`&UBs;c@BDpSL6D0Ui-fWsxHzvg0p z2U8PYviW?Bi;Ihifn)c-=4J-NYVjfaW!Amv8_}~L1=yZuV;6^n%cT-H5+$;#^bC1 zUu{<&59RvyA7eQhH6!aF5h;|tjWG5^WwH&DT_pPwIvQgL8A8Xg{A{VD8cTM?n33H$ zI3glTmgYo`EgB5-yT|W+f1mgB{`G!7@B7|=KJz@+eJ$VXn(Ka^>%Q)Qgx;B@w4k-6 zwCPJO2$J+2Z*BH6=zpTiZwd(|U|9DQ$o618D}=Vwlm-;p~l(pyA4pbZ$FMC7y+ zr!H*W1#|HO>i-KPM^b-qOaB7W*Q?H;Z7vD&K9@_V#Rt0!KbebIgX5sId^xbDAF*<(OmlL`7xYanZscBICDVb@P`{vYp)(p6`V)d-otsItO?t;1{%=Pv=ro<#i%#l0C0WYs% zrP7{FPhpuL(hlO}O=moPbxtfN@?&sQ2r-r;II~qFPi6P(&AM^&$JC{Q^3;?-wIF5P z`C(!c@h$v}a*S)X4gcImzkr?|VDyEEbWiV)x!TvrSxP$R@mMLiz&){X1Zw`We)rtZ zC5(u!=sJ$?7K74LMx%xuVlbyt->}@<>JY6?O@4kiD)N2?u84XGdpp8f(@0dh@uYvf zJ&d<~TCuASX4IW?PoYCIfSJH));sdJ#b#P@9=R^hV@2V0E4Y`P(%)|6pbE+!##y?1 z=BK(==e?GvIqDW$c9*Hks*FT%=Bi4J>vJ2I-QmB&JXm))gqAMzRy9JL|@vqnrn=`CsDa6&Mi=x+tT*pz@uLara zGv!p1-@yrvn_bQUc#l9~lrtXh@!w5VF8Cl~)%|&1v!wW~uOVuM=Uw!u(eq?oR3{6w z#Jn#USjo*Soophqln$r_*~Vl#DvT*g4-!mxuraILyrwUll7jjqSYPl0>$PAC#^>J< zp>b|2IuA3gc2rV?bVbq9PzZputhNtG@#pSq<@b$_W{*rcU|m++x20O{ZelJO<`~;? zuV&!~D&f%0D`l|i5}wj4WT9td!4DgOdTJX*(rd5$KzMD+20OHUYGPi; zX>y=_D1pEz5itnWlKkCk6+@@HvNY*+}17%=6}fkIu-JEYjvri@tUs3fSEb22c+e^CMARG0Np6>a;-GP+TI2 zav;S~t^&KL9F)THnW<*pu7ScHAskQRfNsc>4~y4T0b7)~aCvv~F}AsqJz7}hM(hByDJpIDe&28H^#|lcDZE2V zO?~Ncj-{YfkM8!mChb5lJT+|oOzt0F0<-5$UrzX6L|2AuNiKH&syis#0Pef771TI! z6p`RF-Uj~s?(cdn0Nw#*We^dl|E8=0DC^uVdvG_>o;&GNf4lYV7HxV}PGMm`W0|LL z%Bd>f4tKRk1lB`S#IT4RBwpG!5wo}1GaVk|tKI-#tAega{9EwIEn}C7sT@|!A@W)k zyfj>c`8I+#d$!aiLoJY+z?iZselMGP+wbS0i1YS&0_%9HDpS$a?ZClUvUgd@rZcPs zdq(xlJGgok!~smgyWDn0_Xq~Wz{EhGFbe?wQeLC9XZ40T+m5|-Ka~3o%@$TWvO$p` zr8#XzT&XY#HWzK@_Y?MZhPAq=j7_WfW#sh(s zTm#Md#U;!OUD4_qm-sNTmk+f$xE%u){AH0xql!JfzCDFxDqu?>M5_-D3JY@nmvGv5 zv66xOMF@n`nTlo%A=+6!*O4N*M!5l(f@c?VYm^GUXsvs4KKJUl$iZtL-B0{kON*0k z6O9!1a6JGypd7hR>v_bz%5uvKcUzT0$n&6u+U)P|g=4U1*9!1m^zmbhtA8{P9~&fa zEEr3z`=#~6>JXKWqM}Z2RG3h=?lQ$=MU_a>yK<^)P3KN?FjO1h!DQ(A@qJ5>7E_M6 zfWVn&mD)rRe<(TEC;t{ix}HAz%#MJT^0c9n=I`(XxBD3*V|;t*7sp=Re-tpmDK~aL zQ9W^8My-~sl)lEQ%^H9iwE#vV9r5zV*$xt59Z|@66If%~Gda0yXZ+ZDAyLrBo2!XS z>IA(t`h~@4<^<*^ve^qBV);dGPjR4;i-11fwRhs+paDNn9gnDVPxn6VYMatI<4w>) z$9L6jf1%GpOku_n#;1_DWfNCp{8IDBRDRpJ&c1t0Jn`gEC$doKnD3PMv;U+SAA^lq z-&hXw$%L4|f5iZMC;t_W)=Us6@m);X4_dY;8m8Dge$4f6c4QcQv4~CdJHQ<^)MXA2 zW~G;0yEh@TTti79zU7K{wbf4>i5{(f7I(0ma8Ow<Ez{o~qw$>D+hjX3Zhj0PiR=CJ5 zAY3~oK_p1di@B7Rj@+*~WoJ8GIV=kKqMg5BJWO6(YuD(q)I(aft^g}aTlsZt`l zG;r$Zw2nOz2?gqRZZ?j?kIxx4R zmrlh6o<@}wXo|%btK3hE*gB^bpHzTPt-Sy_57Pbq+* zv++gb0N>BUwc*9s)$L)5FQswQ6C8XJ`iC-5<|0i~bRBPnQk)tnJRvX zRbZX}<22L&v5h7BJR@`J+H67sdVYmk>Q;$d{BmPq*S^->(+uo8$aPy`bcRqU+W4~?xvK`pL6C;jMF5cl|BG| zJkoOL<)<%;*Aq_J%xaY#+PI`#x3U!v1s>u7%XM8-9UP+;Z7v+Zsx{3BDfsPkKM@5D zoMrP?{X7E^@SsBHtkTuWD`Xht!&a78B&)me+qulg+>mb?m^(sNlb#^)x#V(phGp{V zmlAmxlyw}SGw?H#F2YCBx#P4EHlqTA?wte|SCrWh&MtQ&FGNE4dO2|Ejm2)x!xH(y z;kQ325T3ZTz5u?qJaO;8F;fmU%}TJncT=H*bA0^68%(O8^5SR{`cCe5Zb-@;IFn1^ zQVp-<7LGbI!$rI5gK>#BI%P zH~I);Ym)wKA8Wk=eg(_oKvy6fbV)_K2hYB+^Q;stywU3aJHduEB`j1=blW` zq4_95j3cePxabWH(C3B}@0v|P96O?{uhv0+7Clb!-=Mm6RWeGpPdc-9#ujq+wz=_l z7(4qSVLv>0wfTBOwQxQ!>#g6~#MXz~?VP>N6;527kaFwvF$n6M&yzskeY2`H3MObc zsT-&IXg2g8DGty|4ja>fgm1P(;qI}&dP$U6*4-Nmei?`hI$YNg6be96z9e=0ob{YM S?rH!#hF&(lW>jwALii^*$V77h diff --git a/Fig7_PyGMT_datetime.py b/Fig7_PyGMT_datetime.py index 7a8b90a..6425910 100755 --- a/Fig7_PyGMT_datetime.py +++ b/Fig7_PyGMT_datetime.py @@ -8,7 +8,7 @@ fig.basemap( projection="X12c/6c", region=[datetime.date(2016, 1, 1), datetime.date(2026, 12, 31), -50, 1000], - frame=["x+lYear", "y+lGitHub stars"], + frame=["x+lYear", "ya100f50+lGitHub stars"], ) for csvfile, color, label in zip( From 7ab6240f8489f2f5b9a8325332d83b9dc009fc15 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Fri, 21 Nov 2025 15:16:54 +0100 Subject: [PATCH 24/35] Update starts data csv files --- Fig7_PyGMT_datetime.png | Bin 48801 -> 48475 bytes star_history_gmtjl.csv | 4 ++-- star_history_pygmt.csv | 31 +++++++++++++++---------------- 3 files changed, 17 insertions(+), 18 deletions(-) diff --git a/Fig7_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png index f4ebd7453b5971c82ae1430dcc38248d5e348c29..eb2cb3211625d1ca8fe4d3aaf00c83389c647ca1 100755 GIT binary patch literal 48475 zcmaI81z1#F)HXbrl!6KfN{6%{1|cP(q=bZn0wOUIQc^>!l!!D#NJ_UbfJ!Qeq;!as zl$6p)!@th(yzlpa*MD9AT=+aXoU`{nd+)W@z3z4I^Gf~hol~S2NKq)%DMbZ2O%&?H zZ4~OL4Dk{8rqX-*BK(iURssDCg}Tg!{2_8lmvVwH864#AJKVD|b8t4YH$~l1S7E;M z#O9g9Gh=&mTL)&*%R*Pat?f{uP|PSrxm#K;@qdQ(t@Nio7Pl}hm)>%tSy#AC&QGE^ zKYuM&z1zi%leNHd<9yYWqoKmj!dj_cJ-$0b=5Hc_!v0Q97C51Bl1nhT z;A<6)%5M>g>Bm`tM>MUJlseB_eJXm^d4wZOBp{Vsx&7D!6G2p6c+$?4S==ebs0_By> zXVUS%CX_Bu?x94xSMx&qbE%pHgYIS;qj9F_gu9uYPqJFXGt*bZ{%h-shgdp?u;#0o zdv|l*&3vj>VoI~Pb|KiCyAV(43`N}?a!;>RFW;bWuG3^LY{8}V7q|8tY+nsHjx!|+zF{~1P9XGndWOKpRqpOHw;3v7a_wUyPM zwY6)*ZpdCiq1ZcT9Rf)?4Eu%u4td7q^o+5#eviCdjp% zKAoMNl}zUdUwwY1a5yFuN8RQ8_jBv6f2Qss{a9EuFaPy3x{r(MUnN}W?RhV^cZf+S zomwYmYnq9P(o_GlK&}BLD4{E;q8Ew8%nsU5xV~>e*+Qt`elt9&5*Cz6D8KEG|vBIr9=piCkununE+5+XxR#w;p(IYwbB4KITy}PLWm4lyW1;!(MVsI2?5CBL zmD$+X7Q~gEZEXdGgo;Z_sP@ag2&;HXAdP6LRbYQeN?I{7{oZ44Bn_ic$`B#Ky_~k~ z+cgeur#O9@HC=B^AlTsna&cDLYC`G1<+0R>2O+^WQ+s@kr1i3q250)rMOXN0a*{n` zRZ3Z}lb&0#JUyo-UqK1CNMFwq%pDd_bGxsoVxD3mel*Yh&WAOHC!U`BfBv)zWR=@Z zd>a^uz3`J%Dwn!iSz#Wz3AHxHSMIMZpXMvX{b=6S%geAGU#p@&+wY*7thG;lX;-uV zV{R~VVFzcMbKja&mqZ>9E5FvQ;NiNxJ&*Ngn>1q!3kBPvBDs3^?*}YvRsFe2Fysz5 zSmp@t8J=jO%MAfKn=i*+@;I8t+)kQ8@SzTQf$|W`6Y_B*?F#TbZXF4^Hl*q8< zODnD2Ui;Cdg=!mX%J-V_J~u?8W*=$wEU@Ggc9loVGdl745*~2CTW)hV=c^P;Eew-9 zx7!bd^2Kv8wGI^8$HV)OeeLb}JKCUAB9D=kpQ`rWD7t3p@1p4itKMqKy&mVjdzD7v zeMVaPqi$JJZGkiK0%MNtoB#T!iGKk7(~h_V)P7o83EC{18LH{t zn!l-N6E$*abLe>GM(E*{q-1pR9{-l_m=7ymFc?1Vb;UIV2I4R_MYp`tnmIZelwbkF z)~^uKj}=!YE_(l-nT>xVndWdtdT~lm1-n#FT*5?nu?fj9Q`S>g`22WVoRY}2_4H|U zo4ee$m`4Im5+_gCDAL*qi+K_cE4wDH-!H{nK9z5E<(;-WtZ@mfkeohk()Qa^uVsC8 z62lH1W$V)1zm8@dftsR!t?2@u2LdNDf4gp_2ly+HX-Bvp)pg-9UK#qCD0cmPh8M%( zh^TLfTo*1W?tOdVm(AW7lgILoSLaIs8J>U=b%!ggIchaEvGozhUW@Tl4{5JW(DuA@ zM0`~83bgE}`{Al;sYUz4?R=@-)KLS2?+d)4VyyWwD&5yq@&DMnuhqqu^6^IFP1gwS z%7=OTkyZ$qH#kLP5p(z}&c5Tj7>@2bu{xc6vToM~b?WD&TUK%L9Y|XP@mE+gdD)kL)=#lyY6foe$Hw2CdCI z?wzX>B(Lj`%I=@{oDDaRb7h_qu^cR$_-&rRU-)B8tNmNW8lO29E2@%HT2oU~SxLWh zQ9B?b=XD8TqpyXOCkn15+v;G?n9Kia#9w%GJF~lpucbKeZf5tBYiovBM%~y* zBU(?4!~-A2Hk__BpZ3o78e$ei0APrDCBM7sbA=F3oUp<^Hz`YsdtsUn};B zVgC_sT1Ul1QgtVd`Z*(`qZq>-PYCnn(l>}08no%nX#I?XTCS;Hw>KRub8F;n8dzC* zosL)$*po~^W;Nb(Y;bf{a20%w|y4`wN3$0&cliYo`3Y7(Dc zm8uq>5H9F#>0JrdQYN;uMLzEFomJXvF8Zp^q3UPkkbg46rL1!3c_iOO0~hQ!k7Y1^ z=S;n-Ka8X-G&D4AZEfWzRKNoXTMva|X}YzMd81UUz`8)gw#&_jo?2pk>Q!YD@h7a< z;>j$bJ$@gf@Jm~lJI*~;x&jscfhyTOV*H}9>GqeM z{T!W~eq)(x+V>XDt)JFdJb`p1Y9UN9*x+w*N%`L?f87u5&V7=5=Dgod8HYHhhy;|d zuIAGCQLR+@xYFaA2f8$#YyF+?F6Hh1g2nwGcc6ul+F90!d6~_|j<{%Vtwz6Om1M2( zsOE&h?{#0YKWSO}J_IOeDoy6!TMl%z`$l8Fe(*JrA%Fy` zq>4u~u_lTnx|Q7$d^cJ1->;c!6MdJIc%Gy3Ir4Sp!LC3Ay)MVsl0-uI4n0$&jV`j; z?1|>AUXt1k*_PO=j=q(@!U`bv&8>m5r)Zp;XLE7h+4}qP2AoW#Rx#@y$b_NL3dKAv zR||3^o|)U)FMNpB^`(4y@7eTCOQLL=;W|yWuE1o2!rZSp289>>QrazIGtlqE3C_T~ z(&u4R@A~P}U~q^JO7Rk^EFZRJ^jv9sn<$*(b{|qFfXV|;uJu@+d^-4#-a)hOA<5{Q zm{P%zeyba5YHDsvf>*2#el7M@ulH6a5yBy*PMS7aW3P{CKa9T3K6GP)m!(UBPk=T5 z34J#1W&9vdiyO&a-}Bi(ao2ykOuH|%2tx@JSl336HxcFjyc+H4W`3PH_CkEz>i^u@ zsM7t%K}_g_rd@~;?Yir*Kx@~<*BTt64~zz-HY+Nb2+*#>x8hNZU{jY3@23_&PkN58 z(3Dus_VM95WD2<-eQipR_Dvd8+OV41>pfZ1xO0Xudv}|3O?@YIZ>*(;SUP&HzfOtD zR~x}bEEp-CF*j|*Cq0QXi}_|ahvB{Li*}$O1Y>3){it*|2lx4G0kxpr!UIg@L|yKn zP_G3O)9HMx^c|}iI@bJ1(UIp_o;o)t+}z8;pD+;6YRZgdjwU*aI(b-}UT;7tCbH@5 zJC{mvMpMXip1anhJUqIHRZZ@`;ub;6px>JL1T&c`l`D zqrY^KrV!%+@AAGV=+*=;LPq~r%A=)X^ud`u>%>Vb4$;SX?iKz3)=r*0sW0$0Dd~Jw zbCfvK?5|&suvoNY)Bg_=^mbp*dqjNfW9Y`w$X80)R)hcIySnbA(|?IDkF)Sp(*ONY zdhgFiY&gF6URU23Kuq!|91d5!gG*0O4+{(X74R22F)?B9GWKcu6aEkZm&sH=zt;iS z^M9=?iJks_r{M#HWPhEq%L~Iy2E&)yWfsBRC*M(Cch#o|SLx2{weV!q3#NeR#OErk zdM{z!>hvYi2iU1OMn-yilSm8fY0P&i+|rd=!+3Ku#DuiMg92AP1DS)_Eg#wA*vUSn zy3oEEAu4(L;AwvsB!}(R$>woyZp-@JD|_mub9}GN0k+VUL?WGABW^SOK@m6ewMN({ z(iF6-3+S;pLv8gMzSj-Jzc&_BrKtbPKnH6qRbO?vKIJtZk$J4ddx4IB>y#{=-&ize zwqeinV!R?WN5}D$;W8iJ&__FCXJ=gxdt2LNnh%_rcVxhyVlWubTfH#p;9+|@bT-lX zOZqZ;{?M?rmeAF3fnU5wv<2NA+*>pRTX#CWz3L-%Oft-y=L}OjL%TJF#_YAu91V6B zV{lA=I=JEzBhAw^V8JWDp?=vf`sPnxN(j)|d4c`YH8Kl!HFgtzKYK>5KaWdFithKJ zo7E(W6+`?PbBt2)&j$akf1CHWgY8+m0u@g@C<@^uN!b?tOd3!?+9g3=_Wpe`YktX0 zx53y0ABZq>iZAdvkZ913MJC1}20+{)xi8+;T;v7;A%hbwLwurG9RN~ecZlaor`M*M zS5kBS{@hE$%Ke%>Ll%MkZ&S*?%{4u?_iQh5INOsTF=o;y+E|WvSJ;oDzbDG*1wU3b zjT32lJ3i5*^sNL#&tq*Gr8f#>Sl20EjPItBUbc?H@h1G5kHQ}P(Cr>sE^6~^wRe|Y zDQW^FOg2KD3HGHS`VX_7;im9~vR69IH@<467GGGobQ19qBY*0)7ldn8n#tP#{d!&A zbthKKjEd46o1wdWyX0NqPl-QM52#=O-kSIFWx2Z-Qf@Y#r6Sib1K8(NYU6QzUMrWl z4(<6&h36`%LaueC4j z5kZ#Jm~)lZ&d&YMh$@?deEO4h&X^@18F4#Ix&oT*aD#yF0t<>Z?!oD!5@ao-LICkrg27H3=IjQk*aJsd0H?`kI~0 zBS4t(orUH@{!!z^MTw!&QGqt{NYebZjKh3M8uAHTRZU`;z!mm(886l@na=uvEYG!w zkYbl`MqAA7FIUy)>Ox=YlVq!?9+Z!>Tf+dQ7XXHX=W<=u2VelcAE=rKNQU4t))OMR ziJepHx@e)UJS8{h|4ZT_>vl<`UMKY{HiyGOijd#^4q1h%M8Wlv;`-ArYod^V=~de1 z2o1|hq^|^(tbNI1Jda{H%r8uBEiPA_9sfM}r@m^397BY3133D6xxbNF^4fyYrnjOY zG@kn3j4wsVlW5>hbysn!Yr>@kzwXb$?(mpc;TXk7%`p0zGt8m8R#xm|v@9V7uBs3` zLH#a!j+Ky?eD40$GX%Yuzp>P~(b~BEy#gzBWE{4N-B!Kk=tuY2DzAf+mZRHqKR;B@ zMO$d6x^aDPZ$Bx}1xQz0Nh-j`$@(K7_LqVHPS)9H2g#OFO=a?}#-;Re{T zfsOq=rjHG!JRK5|wa0D)pcY@?zbqgS0-#+$VE+2It*x!$;o*Wpb@F745g`-t7MyI` z%*yoBDWh#`ref2Zl27w}VSh}s*lH7e$hQ6>V}H)=4MF!uCGX$cIyv>NZ$ldwg{>P4 zAC)5v{7kIV>XJK#e9MpN$zV*``x3Ndk-bvvGVt6A?|A`-5(7w8PF#f;MWR@`7wO5p8wfpomuc1$uhW8 zdzJq$pG?J+jpUmlGmJNfF14Ro$HBi}z@K)@sh3mcK2q=Mz zyo;B~@#Pm{;;Hu;WXt{OjQDc@1eAEo(9+S_xffSdylo*c)d4A%F;mehU}R0NkCrud zOQRp<1s=#hG-L#ow zI%}UE{5+2o42OGfmkE+8&wmkyx|h0um%2R?0{5Yq^RkR^Y!RBKvTBJFdJYu#CV?>t zC|B}PAWL7vC++GHFL$bWCTzS!E}ju^?V^fTnZ47~?pcSn26q!lS$ESSVbhT$6;@k# zx4!UhP@76n`bt$mAT*Fxn`dFug8)u-de_fXlCfR#66w*DO=T~>s{{>OCu9g2Q}18u zo|r^q%K_e@!kYS0)~=o?Mfx)N;OFixngdfr)cpqs?tZ*fRKdY+b!LiUd?4CCS)cYsPOkvmm$n zJ5i@_ab~BZ_3IBmN^mni)wiWh7HmwmNA!8{*qA-Gf}g$L!$F$-D|v_qYnsWI z%@$ddSR=>NpFVy1_U+rO^93vTqWxD~^Vp+k^yTVOnSMq8h5XK&p)Ac<15Is0Lsw?Hsq)zbiCo$S&WMo$o z12vHLB6W8*)%Tg_{bSva8|g5KSR~|)R^D9gtGMX4VY0mBe5X2eLzYFAio#e(wY%(T zgTJ3q&%9&zwU_OBNUe^(;Z)swzTEi@!1dBn2mbz^FLgEc{&3cu_R1Y~8+)BiMa{sb zH%0+~8vOK~av_yeb%Th-fWH0x>Yy!vk>gW#Fp8OHv27TQt9jz05$QOLYDfqv%cR*x z?1zyz4!K(Yn%Qp3>4l+j+J*fRUO?zP9sEKRfuXt79+yEE9{`YDrM=2!86&mj$W!`7 zL3pd`e09w3MfssK{M@^&|F*WUvD(K4MtB-4POrxR>j?d6fWbssmrW7lPjF6yWoTAP ztx$)WD9#HneyiZGuY<`8{FZ>B^JDSph`2;2h|SOoR%y1=x%4>UZo_JBL_B|SA;0^q z&A)>pOw0R3kFnQ=4>mRRoL>vSqwcM(l}SrqB*Y+fgB(ClOmF?0UUJsvkw)ComJW~V z_}j-Freg%D5<-O~t!HypoqaM`W{M7uTQlxcit*LcdF@{~1@i_Cuk-@XVoA z!=iSa^6d#dx>J~SA^EwV5?VFs2&D5~S#hs73R)Q3YP(>h6J^qWIi8Wp!|}0$+2cQ1 zj>SdJ?W-5c{e9)rdfAM|1?$iF!-9$-3%cQ}V2P=u9N(Becv@bEz5)c@F~bf=ZFk!Z zbzjTF`IQJO_lL(HzgujwOEsaBD0?5wiRb*=SlXL$v=3^q{T>{{$ZF1o2`WaIqH{jP z^bH8PF4VtnPuGxXePir)bs`V1{T@Vrx!CWCtmEyIFVpe<+#l-9&)_iq)S!|N`T$Lg)2xjt)x<5 zK7rGIN^Do*m_vbqaC8Y_4;8Zt7CF`;Oggo((I)lh+%WDo&3?evslSn_$^RQ}Soq$O zMI*D^UnT%Nv9Is(b^Pvg0za73TKOa8h4BxE^LMK&RZ>Uk0jJtNJ|MtZFz%cArsCp=~76AtiK}VLq3Q!}v@# z;z@Z`?)O>Ua9d)ZRkAE}r{ysw^<*&8>vKoALSd9QgzQ1m9yRrtad zc`QE4;1c?@ksp3&En(S#f-FFRSE&2i(cdZLb;O^Rd7Mq@W&_V??0w&t`sW#jlN6=? z2Ch5E#*W;g6X9m1!%hJtzxzGg^-&)nzU>q@mkLMM3daj<$xW}>n&KFlsAbmvY%Pk5 ztPcVH`MqwLNcKAn7`-QaE%xj>7N;sz0w!m4&?ia*7s0BpEZ!l0SJ)kR!JK3A5Vq7p zmSHVSq0K8u=25CV-}dreEGhNFYQ?@9$!~);>@|w7j(n|_0TL(?(`3$f$GQEQDzz2$ zLFr4-7|dUvv(dVYaPXOW|2GF8DU&gwx2JwXD_D>7-H*X$vT&0WCZIJtKm|eJDSIDh zI-8B#HCAIPvVZJQh*iNnR*_YH?*ujNQMOV z*^KaO-DS_kvZH4>fV$*s(Ogv`8Z72($?3INnZBLM!j|t^#pu?@-84{4_Jl!lr}lhJ z*;0DaL0w&q#AYU=WY~w{VSQ>1egT2S#l@4YD!`4Wmnv5a-<*}mrcxueb8^D<8-u?{ zb}%8i5|yy*aXmhr>Zv58Y@)1Pq{?reys};-)oPj0rlR)LX-O~u!`7~mIY;18KOt?H^WT0Lv(4VLdK5aW zic}&gl3L{h$hGplOrco)7{rHckELawp`s~KV%($^-6vyi(fFy&B}+2H6_rxgtr6Kf zIUFVWx(mT$yStTv<>MX+bBv^fJcKKg{pQ3@zExIMUrNsoLL9g{KEBq}a_l)faKv(N ztdDn0@OX$IMFjf~rzKYT6mgVZfCo41MOtoUXz9E80yAWh)huCy&@*ckbjpAg0Bg1X zwo_s*Y~l;&qXMfm8QbwlTzyE?u)e;kQByuYpy~F{S73jH%rMeaRtoWVpE#8RK7D;4 zRG|5K(6loBME20BTQ%}pU&wN5ubrwZ{218zAgD;{wG%t^GPIv`@uo%yAh|u!cj+Ha zr{|r!4E@lD>D=EQ+4!YP=XyeI8|Pdz;rU8C96yzQB-?w8Pq?9N)4++s@hg&dNWcG) zU-!>0>9$@l#6s7Nr7TB#a8drI>}W1Na8X)B?}2mvKqofCB-ZRb_i-9s^OB?;7iqze zqq;OEu`ymhdY*OkERu7eq|B?9-;bJzMaYNy3L$KF5-z8Io`4jnIb$=jLzHH16ddS3 zJRQ8IT7ysg{sjspJSqbnAr(Fdlwx*vMG}^qBBJMw)pMorf&ieDVxEPWq(IKXDyWJF zk7aKRkyLj3AqgPhFvAMwE{36>{<;j-~=hGsGRfQOvVUEV-(KK5r-`HQ1 zeDrzwZf5Fb{L=@Cr_L#Gh?1E!hhZSc# zG(G#6wliaVTjjd-=DcDtqG-C(^oaN0GCKc z@yKu;p!hDOQkm`HFo7QjEldFCz4OkP6DbhUA^A;Ofe~)(UF(+@u6T#21} zkKOyJF>hkLXwYZ)waZ!S>>*9T%;0H>r>D=a`}NwF5`0PU*~g}53lK>Bsz{}wG^628 zHr=~$5Mu<7ZY7M)I*8TP)g4MNyy<<&@$6NOw1Q3P&q6G+rM4w!*%i93c=f=Pm4kN>8vsf={>)e~vzE{;Zl>gSnVdsalJ}B+y$R*3cLS6DmrCFDqRBp$sbhCFs zI;m}6jqiI|_~@w)VkNHbYrU^Dt{ZdA`!6pvCDRb*$}BF!6fG0Lw7-O?k67?}jlOdi zNqK5z4THUY(~cKdwbAOjAh8a^v5EyaX{=5lxqFVLy|&OY)0+q+hAs zF^VLw{jJI*vfj*azE{ZR*U|(jK%bc@f3oq+?|!i!w)dx4)*M=w^~o)efXQ-hg7C3_ zP`Udx>^dqIQlM==81qUv0%MCWt!9TB>3F}X&)xn4J398&m8#EK9TIW~i|RM&t&-YF zDU)SI*4PFci=B}(2P*}AO6$;H(W$`FR>yE`WG6{=dIdRwE`v!f1?ioah;3S>!eal|SnF>*L=;|7`sq zK|!>3l$BpRrSr*;vV@I$a1&~&PtxhOo<@cLAMf_NdJMAl8aK$nSmP2cIwj7_$|96Xr+!%@;I(cp|NGA$6(3mSsm+&Xc4kUFZAwboUh$cDq1k}!^zr4|Y=f?bV!3f&G%B3!zk7gQ z&8F5RIX*Pmom8e($uap=$9$D9#TPBX+h^K;lN>Aog6%Rkux!6q?&F+b^n|Jog6r|-|v z98g~-fB)Elg29Le?nwLZj${a2sTq3O3~fs3jx#f~XU&MxZy!ERZ`gvx);L+WL{CHU zF*3Y&&VTd#B2ZV{N|<6N&5`T41H~-u5$gYL@a?u{EDNESc=NC{M48f@q4X};UAlel zO^Umi5m(_>Q;0j(#J6&eYaKnDRH^_*v);r{JzKp3E1vIET2+D=RD)()@?9SpFY{n& z)alNzcp{UJ`aBKM_W#rY1r~&s4K29UAg$Szwjxa!S`!F9y5unE6V8^LACpJ z+o}%E^wT1!EMpoJ?2)yXCMtdFZ!e-ue3(S=3mYB(swuQu4xE?B51!XxWFT;Ym<66D z977cK^>V(!RfNFUnEp=|dUPe59fPbeRj6xb3UHDJiyy6A90ynP132awd0-gnAFmn+ z#vj*W2-8s$72>WF^r4(Php-O|4r19!$g`+l12d0ny$~P&tR}UCK^gna00QTnPB}b_ zARRgd=8ll~#kpg|-~M{u4Ao3Tb!=<$gPk$+?lyzg5mQ=%Fh+T#j37kj%ny$zG|c7N zt*%2njK!roW(oYThYg(Slhs(v0`rfR)8oE35McyO&DMa6T{*c?sM4*q75#KDc=Qqh zDI|-~FJ5!-M_X^d$Vb75Amy41G5y2HV~=qUdRc6xka!%NPkv-}EH|}`qHEXWW>mQ} z$Gz=e+O>FiEEMUuJLdb|U0Erf&^gz1Yg-HJC#K48ETd+s{H-BQYG6w5LkrYS=IM(0 z6++~7okUuS5j(op!3;}^ZHU=7>J#*Xk=(tYtLn${(#dcA{XvRorbMn!f4W-jz_`2G z5LTd8{hUnt6{UIlrDS`qS`Jl$nhDXL5Zch~alW7wcG+olkj{_>VP;w~A*V4_C!0AZ zr)DN*cG248Y8E8F^IfosAVaP? zUugbgdQEV?_f;nnJb;yQ&Q0wju@OH8a72exYc9>;CW2#=)e&w^uCH6u2YrQ}U}z-# zt>H}D`T~ZQwC}Cvo#rDI$YwxP%B_yqnELssUJMJjt%dxvD+|N@tY=)j?z^XG_?F`( z&wB14|Kdj_eTX!1&9(G1j7L0PDDZOMCQ#_(5q0;_9sOok;;9oyt~tQgyNdgHzcMGp z5SRuqR&20krvzbanj8$BXUBv-B5Km+gRijNz3p#~q9ddrahPpW>%1291#dp{@$>R4 z%pVRcLLeO3^H$&u(+qjy+w@DN+hhvSD)6Lw#OtNWcMG1VGM}OS)FrCtPo%335U}F2Gx%L!zgSFV2s}*XqKY$-LlXJ+eD5%FJ-cp+F`|ZJ1WS1Y)U#cU_A>!vGdX zCi~N*sce+u|Qd8Co2sH04p^0m1~oc4a} ze~QyTjVVfCkj?;2eZYs0O1_3=PjAvxz0JrL5^663ks7iM_9u}@FWSG=_LFn5lG`5- z32UKd3`aIQZ~X$e!%5pdaNFSil286fr}m%D($dW^zj5Id-Q9t*zi8@fkcYJ%u3EAb zw(NBJYQlBru=n9GA8YIYdBbgSN``OO=e}}9pi!S(kwZv z5!NuvFVymVT0!^yx#@Pv{TT@NK9q=fa8o#X$WSZRr=>^=tmc{%ae7U+EyN!q8gIsV z{j{m97H*s=2tqvmWa;F-dW^ZI$k=-AJ7iufH-SmLO!GVOaKU;hZ6tIW-#UOSNX=`V zjLwD|qI6SD5i|V`{;@MfL}fQ6N;B+f+Ej4v(D}_b44?ESD%Lj@o{D@)CwO7DIBd*8I#> z84Z;~CvL-QDT&*&_H@`l(EBWZGx{32XG;^vzeNesT7A%gp1etjKfcT z1-Cuo&VV}B!r9ez-u$?V{qbF-#EXg~lz9I}IFIbEW#(sLK&x2nl9m`7OFMYKGH(4N z&HNYhus|%_=QZ23i5D$_x&GJy2 zHSPbZtLN2NycbJl^}nSlszt@bh&Lk(;s+l8uIP$} z0?M+t{woQukkr>Ha^xej7B?_NTzRd|=En;?DSqIn?MDeC+P5QUIs@Zc5$qE+wE*Pm zq%e2zq>T*l>=K6?K^~`=md*($V&=1P=5a)hYXq*SYKo?TG|+ zXlO0ScxUI=WW1rQx((ahn%U#erhqwmXBfp=fzn8u=e~G^i`lukXV#%ukHQ9y|6Jj9 zPUv{1ElyA^BvbfO;CEdT4=GkD?6m51KZCAGf{qL!7e*Td-aJoFj!V<-zKK-Oa^2DDONlHWC()9P_ol9kEQ83q_@MI1D z8T6woQqZ-1N~UsHEuX&vwLDrzi$%}0-2YB~#9)5+kFg#ga`OC7s=E)|)&t=*OC5LL zXN0cYyA&nJ`|VM5S~O*Dr^Le=tgaur=H`m8VdCDU#RekpyfvuRy%I5-p+zz^X{WBZ z*6{o~_Ch|bn-j{z5?XcW!y4fUatow1b`Z=0$4}BjJ=3UD%?P-|i`^?KrS8|{!#^T_ z3~e-jvMXy6?kT?U5h<@UL*BcR;77D4SMHAr6xdV9?R+BGkBsay|GJ>E67L%x^PDN# zws5;%c!CAqbuu4Hq@r-nn1}4Bw|$BWfuwsz=Zm(bz-%p7JR)r7SH@|tL&>C0NUV8yo55^;T|xJQX5i-|DTyK#F5T1fGs<$*`_qfq$4Zwql;VFjR5A9jwl+tS zCceNF%0-GRcPR&$JV22y$j}Iv^0f$(uiwca;G~BoA+RHO^yi)*Y8JJ=FA)l*RFDLj zjkxOKPKAtk)(Nz0KGzNU{R=AE5b;z(LYfPeH$S676Y`wQo2d2dPj-kySs^hRs4#Ux|2db8=0pE37Kt|djaB%A1WH=#uQihc}jXZ1!ICb#oDpNXe90@rFvK|LYRU}ab?)63flDMUx=ddi&PYM}UO8Qk3 z|K{~K=5aVvM~NqB+(feY#ox*iNE#-s2o)tb#~>vrI@lt>(H{5}@5lvvXDG?)&u|2` z4|eG!8bv8<#|G;*8K6T1CFt3fC6l&6FGH^Vc``{o@t48NECEqHZ597$2QD#m*M zj-=@U2syv85P?aba+-g2D}Vj1v+%zK5*83*Xx=#H{lg-bW_wa7Pb)looQi_K1z`0y zr=Jlq%UTUY-$Wu1@CLWgpY%N#z1B4FgWiy5_rL-gpE>0*t4#xnT#4wX>nRYzzfZZr z24{<2Jnmf!HJ@NLv4p#R_w+p3~U4ImibL9hwMQK!WwG zE|{)0pMj~OI7%)YaF2pEd0nW!XjL4iV`2{!+Q}y6H0@US_7ry$mD*GkU8&OdRmtmS zwuSAHqB!`MJqWLSm4`qXPf0*M3jI=I)lr=hS`T<`PM8h|=HEHuy&t(1 zsq^0Z6Q@VJ>zNa!;tk&|;PkRiZvQ-}wD!VOQR$24=2$q6~vQA1@qL+I}BX{kP={a@I)4=i~xU>$w|mzcY%Hzz`n4{vc1* zL@0I_6*&uZWv6}^ZTxMAN?x2iXWl!%F6fpGD-uopm*3MhG2JY6%|EYyzFw^~@LwT3 zfwuxd2bc1PLK4oU(B1=0)w%7_gO<@d681e}MqV_iG}ff?l*Dx^@eL9U7B1D_4I*;rh_L8XECwPOE~$C+E*WgooP7fak6j(L0H zRxjtTfd5$d3(jU%_JRC;BAVoLM|M6zYk?WV;^L4fBP3NH2*afLIF1&2N3)cLyefGI zT1a5`-KL3}s8Ex9d*dmlXoze34|^@%!jYyr({00=O~L`u$k*fmSz$B)U{_>o?knlD z84I*WJ#e5v)L%o^3C;hp@SRz&OMECzj8LJt*36P!p#;Hh6<^h_yH0h=FuE`OoLiS+ zP;0Nivw^hBLqvJ6`6|x-;Z?MHv-1IdQCgLQ9IN2U;VBE_KkoXn3h{oGzSM0Sto zj#TG0)dm}hQJ$F85+0x6nrx=_vAjdaayt>20k+T!dIKxucq%|sg-TQo6nohT=wh?1 znrx^@jyqczFXvRQz~2T`(%gtq*^N0aGpAFAuF3@)6+n2E{7q~ci0k|s!%P;@Jo};d zT*+b6no!ZVEhTp32@UuC`b%6HNZ@Bdz=}A4z^So`kHsgxwQH4cY;{~_Kv7EeiR^@A1PS zKNHz{bWXa^NAD+1#eD7gOWW-l{bQU6N#Sj;QHNf*zQlN*i7D_iUBM$*2!PYDj~pm` zY0PGC{@N?(IpA`(!d^1$f*=GAd0h>d7-{=~>g5jPjGeLg?`md|UU>IF_pHg5cPE^d z-=|4@X}nD;*kBv$*|%DlXZWY_kZhEGHB*OX$t*Zx_OaGBnsO(C(QNDc18!GD_0yxT z?C>lap@pPnV)Oi+iBF>s5AsBYrQQ~*h9iQaVq#zry3gM5t}m|4!u>^E2vb_7|raCQ|>llGckPEZKO|wzfA*|L2XPpPF-`N7GmG z1i#;cAbd?Rk;4bDSj5c<M%xQ>W*m=Tr=|t^odqhbHLWH6rhsb zqc>Bux8Q@55g-j- zuT-q=R+k%!*M2HwhG55^cd1_)3-PAf5TVvi+(ST__lJMWDU>p1YT3j09vp4A#eoY9 zlLCifcE-H^!Q0~~E+Imq`S~p={^xgx6Qw=2G?u>@K=)BdpD_ZE>WFvFVPQjj=Ji;F zGlltu6WtMcCFTAry*?|`V7)$Ql=>A#wtT_C4&%{>{DdNis|vtO_F>u56To{@-(6WS zT47j1d5=sLHA1z8bMydk$h<;(NVOrOZ-^g(hwa2Rl`o?5d%`C;CNHA`#V!>RB+3i znxM?JKW`5wdgJ9|sBhQyu^7>y*7DQBaF~&_LLbghBu$!iIdLC!R(+o{xl}enOVOx~ zX{AHB>B@b39*9RP&slA05Ok5DmXL|! ztH~dMdw;vnVIU15Q0Y#-)nd{9P*(bfBW`9uSG^u1O0Kmijhl$LoB50-`VIo-UCj=U z-GY?Bz|-98H&k1Jo`5nwI8vx$9fGQkB+?RP+l=zpvC z8KbpgFc3`D+b+#lQ7=u=fHy6!?-U`?y?3_&$qL5l42Bu?2AUlnz7|&oR^z7Y&YM5q zN&#m=QAAp*ejnc7doSDw{^)t3ffJ@J4lh_d;sD0I#dl{rznORY}^gkSIvNO@=8;^}KRZa2NYX)sv>%bk_zf*fsF{;B|q-y`0V({$#h z#f&3i7&LC`^ey@aCG>B9sdh)+Lf(}TS_)@Qv&bfz@Q+`gxjSslk;8ig#lt-)%t+dA zi{orxQ<9=Jn?eW~%0Ud17uD?cHOn3^|FRvkRc1 z1R9idG zEU>c;6KJDKZ`GJ6oiNzuZodd602J3OlI6kq^)38#OqB66+$d|lV4)I{u-4uii)_uA z^#5zTsGzJ5War-x_OBOGGJz)l+n23U2pc$uehyFpw#xH6L5e>2ae+`>K_#0=rklo@ zNsCaw=jWZQMiSTLT&LCd9`0Ebm~2DrH_c#6K-lmj-cb5e^+ai6a^L6NFTC|t6v|A$ zG?5a;rEf#?lMn__4zYi_y3TP8maU8OLBzIdB*oG}dmT{^j~3p*%#y$XgPH2vh>gX> zJG##ZPxkt+U0;H5%z(w&nnF2pm-5;T(vrUE4)185p04mPQ;oSi1R2{M04o0E=JB9TM(*k3^L1(==QMI@%GQ0;mS$ zB&(7R;(g15(Vymh5_881XT+FKw0}pR<_TSCsT>;O_$s-`=vwgH8P3Gjw6?TEu;uA} z2RKSyh#ROBz82EpcObC5>PEdH1P>-{eps5VLj&CK#NsR%np=4_`K}Yl=JhR)?T>CB zJy#2w@kjK0#_cXpUvCdzJIe}~$vbk))div2;DK4&5${aXv#ZrllM?i<+~D_}L||y- z@t&*JLAzYL-|I59kW` z)ZH-#>Qna7ETsTN>+l4qUE>u>K{E+_3y{|Mv&!P0uZ&g-+b*XZMMd6)Vwy>uS)*+Z zfS)}1sqK++9L_X0gKmGj1W6y)?pI)A zh7+@aYeMw0ztI|_y7#f%Wv4^*IIr4N@%rNr-7bps1^53|jHaukl0xcV-XkqDPrbJ< zxcK4AmAVkx4}i*1RL500y-xPlAbRA52{Od%ubx5;dgpH=p@71CUZ@?8+uu`3_z_R- z$My|@6Q|Okf`B3o9yd~f>emtQW+IOvA5WgNLsn?cK@8-;`oCl22nDgw*N{`JG6hp~ zmyZEiU2N`RwU9dJBFg73)5Ky@&DFKBii84@OA}JM-HF& zPX`%5u??s-lq||5y-OnUEu=iKeSFYghKO`F7skM$BWDQ`OR;+wOl47suwp$R@mjWf zv)yy0jI}ShJ_yUO@{SX2@tD^S9Eyj?>+fiNppq6k`8ST|JwJ(xB(5lVr}4KYt4^KA z96+t5L`Tt4Ny3~x6cNh%XBY3NhY<6EQYFOz82k(!9DyVfw6Fio2RMP!d|e?Xt*JOq zFCVvn%=1H$f0+6i#^Mu_j5Vcb&*3`4p%IB&0BE=_2Krb19-wzv{ePJH3aF~K@9T>N z5`svH(jpy-ASfjzCEY1VmkQD#s7Qk}h@_NAdM_cZgwoBuq=X>i6%Y^!iEkZzzi<2< zj^`L}z&U&Gv-gTQ=UO}M(-D7{l{|SKW?=zMbvBBhbQp@*%2St%bY1ztj{DFh9+A%i z>Q`v$B%MgM5dB9XXEr4h#s`2ghqBW8Wi&VJAmWTA-S!oh7Q-{J>lIgdNFRXA(q(fd zQ|e%0?0yghf&{M}?oNMiiZe^6v%W5l%4!GMWB>Is-!rP9;-08lR5>mC_&F?k3h#e& zHVVU2{!i`aoIiNP&mtr{ZQv@)|4+|wuw@KDxy5;TBOUr;Hsf)XLwP(+*q;0j8)02iC&w79eX_A_~WEV|g9 ze1qI2)rRW;QfFpu$iTVsjV#*9)+GMcx_+(N{yPpd;@HF&oI7ou0yu)c+Q%H++R@qRO$-DDf%Zn&<#Y z%l`c%c2+tZYFGZOS%9>=eoe4G=;l`>08-|g*!=a*(edi&TdlWwL6L7D>a0a}ejJE9 zAld>K(lht%A94|ID-Wk-{P(t9E*tVT9qHg$y>(&LO`itQLO|@Gq#Q>dEdF}coE#Hj z3W{2gRwE~{_Fn?}XjN&fJbBQRj~pewQCk~6 z-bqM%95s&8w!^6KScUN zK*p>MqL*Rq`Y}OjK!Fa{e_p?G2CYVd((ph6_!WjtC3Y6MoPp5llF4^bJe!M=pVz84 zzHU{o_=qzTsJe=XY^hc7HbTUt^8xH*Y^g1ip9~!2s0QDUI6xdv$>~GH4p>Ouz6k{C zWqL(olAw)UQnweo{MNF`zbvIDERC6jE;#P*>iz+Ch2YxfvA`zxBe?D5jcLQKzh`$N zIx%MSb>BUEKFy8v9A-BBjf%p5S=~Fxaqg{TGb;3FpT2Z4@4HRIn^sNNp+Dg*CxkyU zGdEVe!T8+0e#7 z$(_fIw$6>dJ2h=JV^sIaz|o7xeIFqidnQCGt9NMi;ZjJ-yt;!Un@_q+PyP6EmH2f< zX6i*)iNN{2?}XQzGuC$w9F-=O&O5Czw2u{)jF8~|-nRVpWEnNFJ@RL~{zh9kL;%dV zxTp$Z)lMzd8oV`nc3RD&QGDSD#EifJiU|HNO)O)8*$>MIz!tXe0K6G1!vKBHJwsCisA0D)*`#*mfM#{lk2}O2Ya1WU%~6+$<6GN!gzz`vF9*om#**;varHe< zM<;JS=)vePvtR#6SZ|c0H)Yh2UrIg~uJon=7`(vK z^nY$J6+gcH%@7{evLC%ccivr>CTW3*holSsk69tjUg3h_R9Bzj2Jd-!zTO_69_Jmq z;kOfx8{((WqGBAwWcpuC)-*=!QHFZ;;I>=fZEW%p<5?S9Y_fA4Lh%{CDJULou$}qqup^=<+33QSRB$I0q zbn>Pl-v&3*e#~)9gI%vmwUgrqrHl?uQs(-1~ik$2un14P-d}KW-kJMKF=GN3`ku=-P@x zx3ivd44TEyWOd?I@WGU95_l2{LS&TEW@Nq$V-%4u&=!8B1WEe;hS2)EKleVo9d(v$ z>!wWT*Qux!94zj7aeEs0Xt7#$-Y!gSawZ!x9Qvc-taBfPV#{&oS3IpUw&@65k!gw+pZm8asGH?!C5C+@l33l6VBL?t$B|bpVm5 zn^K$WR7|y?+XIX)h6L@-DQ`g8x6T{jnx@>9SGx5A{<<(W2K-$qkO_4g;Q*zFFJUR6 zl<}*)aEQh!sK{aWx^neCps{XwM_>8YiRe>P!ZPc9a!HD3af zJao}pwXW6^0C_Bm;!YJSUxy&67Lu|G^kTCg)z{7L&NUPz2T_1QVd)Fc(JXQ)>%l8m z(k$8_AqB;48a6(bAPYK&SXkeq{+d}Q?lZhavvgq|4WNb0l8&}-C|gc!lGlTXBzi<% zz$u2qW?MzoI>FcHjiRq~*jjgsMLNL2;gDy=&$`=-ymHm8$8R7hX}HBG-pl=TOWah8 zz;wV?gy*hIXh>%1=@&AuDPC)tU;Yv9xYuZl7=4nhl%r8XRm`genz0KO%~Q}J;iWZ?BSZS!~M^1z4%z=bfylN!)_9w zvVu|&II{hOm{6XhNmqnPN#f+@?5fXUXbBK(cCkxbe0p}^BD4y5dHaf2RdLCbwUDwX z^h_T-Q$mp9yrd~Es8PM_4>1wyoFJxA=%@RNX+!Q78rIRmJBeoM;4Xgr)j+Q`;3%kC zt4GQp8o-C@VaC#Cdf-=bi_ztKt(Db}q8#BsX1xDH1HW@?y|}H$Fmu&qg~6@?f)Hiy zST1lS#wB|5L+So4iHV6`o&a6MNP&R{zj8(2@k(0Wz_%|?E@E!z`_CD;P7uF_J$ss^j4KHIAW__Nc)NhuXkH?1u!ZU!G@iy#VW;Yl*dTohjKU zS@qrpLlJ_mU^6GsilQjUVv`sNa3Nz?3vDo5K^kQhaB%A+=%Xq!VGFs+36m{olf3Y} z?sq1mRA5I=pM8nZ?Y|V(+8G#SR$}OP68Vfh?tIVuVJ|pWLy@2E!{3VE-GOEW-Szd@dl0{G`Hj09o!y&Zw(v~jFaPx>5F$Fg#Kr= zVN!|Dt=+9PpRQQU&+=}LeoRppgyVMZ)|wz|rA$}NWT*KrTecq(a6qhXe-Qrl)}7AE zxIVEY$Y6UVn^OFXmN!ioxbk+c{0dgBC9MxBN@4NWV|58o8mL>rnBrrMHuo67r+e1d zhI=nM(R=)T_HO@{p$OHHgYJV2Uq)W#7Iz4%Dpg)py(4lCt-|~0z4T$9(m05A+1vPk z-c$-bX=7TlFuY6-@_1-#A(w`@{p{%KQg32k7pz?AMVmV@Y=4gD*$kb(nrT zP)HkAo#(*#vr;R%Z|vIdB}O!|Dy-RFbkX*yZ|zg?;wrzKV51IFR@sLJ)@R%Y-Apb- z9nv2u?4J)gR63c1+44I7=f+m48Kn$ZMDERn*ZdWosc;mH?eaQ)M(F3B0)Dx@}IJxm0X z&CLFrQ@Xj>&T21rK?@!4g>QK=&FIG*B(VVkU-$Vd8iy zBpaBK%~$i0H$G0@W?SQ%hM#QwTZl`9qg+`JmQ)dNB|Gj3Pa#@^I9x{48;@;w%BGy)5Li|M9$Yg0Ef4dgs#MpqfBzL(e~m z_bcB`@7pqeRVtAF-s?FyTL?ZO^WdrAS^5Q!N%{IqRTW?-($aF-d!s zhkQm0sDWq|Bo&rg*zJ~cH11C_KAOJh7{nrVA>dBnyT-l3Ag<_zu&NGNYqQ7v2X3bq z9_Z!hjkxN=ljlM!26KW-AP2LcgG$+hqW4DwD~7PAwr7^QtFXEw132e@_ zauptlV2cVPzVm986VAA|cQIq_tl6L=`lkhW#DED$Y!;p4d#T6iG_Nq19ete}CzzZ} zeT9Y%|0P%F0rt%DN*Pp6RL!q%#AhlU4Vtr5SoUyb7V-@GUZ1&f<9WmQ!8f{W-JocJ z)266uZ!bh2^%PpPezLo!HBklwb|N`-I`?R_LAUW5uKp{t|D6mktj!(0YAK?>D7j^F zRXFbFZ{-S~e<;Iw3_eEO3{oo4od8B@9Xgq0A;EE=-^TfR*L5zs$Bl=nwZqA)O@9~u zu12lYUk6`8?!Uo>^JJM>OliZ!e`>Qw}Wz9v_x!{b9&JsjTT)R3J1RgcnhL?A}!)E~L3IH)KJAnUBEz&FC1$ z{&=oX@&n@(0r?gRI=6!jCAPHjw;jcQ=Vlo{I?~qb#kpgt!BIxK{$0YQXvWJNHJlu9 zMk$Y2Fi}cw09#Z;@DGya!Fn@d-{{u4{No8Yp+Pi^_L>h8=jDIk=#GP^-%#XHLn{7A z@_-_~Y?<5E=mFu2_0=G-f^(4&y(AvX%+F4A@9yOJgLXJN2t1DU;P+z~RFS2&3^$ay z)TjJ$be6Yc{03>9tx}ZHNUczY6BvP~EJy?=Pg4@4I3{S173{JVRRKvW^X(gkDxnB- z!AW_7a4Z_AXFSj?`VmNVSDZC7v{73g$CVxPP|xf&#~;N_VE z!xke?G|8ndx3@bdxU*i}AfgUhdg)lmNX`cjxKuCT9@2E+Yk^nf#E4#)>$+U?Tsu28 zSfrL!1gZ6>I*rilS?$3M{cJ|Bi@8$hEr0wWq$jLoy@m)FKOMbJo+jI!GqK8-GwA&n zsX=OSc}IZLQISVPL3p?A7YA^y0n%g8Eg)&vA}t?2*9QZT0JaEPGS0{zG3lW*D^lAN zX49#q0v#;HU#G}$Iz>*J$)84+kk?2P&nXz))8?=&^t*BgGvZJv^~a~-^cP4I9)d6T zTT`3f**yvbOL=*_q6OlM%#MO4BliaE!GS zp(f6&#|+TiqRwVlYl|^_LR_f1NUlAkL4yg;6pO~3QuD=@>Nq0+a=C3R29F2N6Um-^`ZKFZYx=<-|`?%h`;W;b1 zU}w9CAV3@*UQI%mJg!b8^B+|XE!8${%Q;nCd`yJU9+oaJ7vj7zv-4334+|ou{NlTxcBVuI*O+!di71Es2QCLBH%>XyL<@8;`(vHpnh^X9>K zyP(~JpDRBycf{JkVLMCe%ix&dUSD?>BgFZveD*P%7CE9e*Lk05p<1vbEO)?Z#hipt zyNdcNJTNTooGzABrRx|kbe;=H|LwfOa6)Rd$=$ADxTj_7{`9^M(Ze6}IqK0jcEX`GmFc}=86`czQ5EelU+MgE6)=@nPt~_##8t{*+Y^yXPfp%c zoU?%+e{GQr`AG_?ZSVpJi2DW=zse%`z~u-ouycY01jZrrhP99WKKrCn)+x?2?nd6x zj66~>4_=LK7O9rc$dj*@(s&`7!1IMopQvvC7PwI#Pk8d#D|ytAYeevyuWo~JNAN6@wZ{#8Sumn@;`|C3A<~>Fm%7JA zQ!dpL%djNpoV?S&xKxw17#JF^brc|uPTC{VnIX=$Z9c6V{TNpy!}+2j!%=n%_P*6; z(5epl$|IR&lF-na($i0akK<#-0>Y8Z0h%2j!437F8;gc{*L+Q8Z|}-!o9i4pO{KRW8Hp7*?PX6^&3vGrx1N&47#w8 zYl0_dKyfiaFRh=O7BVp@hyyC_$anCnGtTUajjC0jlFhd-EiP^^Go6S)B75eOiM!~u zqHy(ZhU+Aol|@UtaY>%Mq=$lC5%`a;CXSF;S3N7+dU13>X}*u;u~*-uz6tH9z((yn zCrxzXlQP`L91M8W?v}ds1KxqKh<4Qzy#_}SQZ9f8ez0M#3FSkQB=|ZH0gegj`Fnd@ zO3X&hUTqO)IAQdm^UCH7Y~_Z%$+^kmz9sl@@vm71mF+~q%7IPPD@shq&WC}g39$H2aE+!g27n1S}MjO=~qv|r3uU#>+OYr{pCt;fFmk;YN{GJ=+NDWQ(* z@QhbLc4}A^(#8mkJxyzPg~%M*-E|tT92J(Lh5Lo z)m!SFKNax{l3eX;W+62qgy|*$e~?5v=4u0b>(cJvIoy}dyBUd(N$$I?BA|z>vmO9G zA6vM_Zjfq;{QigW-s%TA2I@S8zj7B%nOz|&u(9}^yWma$V4(J~6 zbCDE}NKFt@iif-QdLUt9U>HnU>fv%p`&T2^bAC1(ys_AGsAp3B{UN0%4WPDkK?|M} z+Xm3Z5?RK)+wqb2+DXX{HKk>p+b+J~(P*7bc)DP@e@?TfI<%#AgNx>T8ycHbX+}GL z#m~Z!BV&D&sOjQ@VR1YmDz^|_eo?+=c4e1`(*dkG>Pz$rht!#^n^g}>NIl5YA+2%hZ99&H zZI8lk<|R%Z^LJ}|4{v(bkZn+KYl~7+C;0b`! z4Q;Y7y2sVFDVi9E3<6Y#$Gcud445mS9~=@;-9tzw7gpg^l&VEn(Ahj6TiLTnU5yC$ z(`+#I5^zn~ruO>`7m3k7v7eAVt+dvO(SdLU6O>Z9Vlj%%7Ve%q+F(XDEnUq^3HEyyBL+ibR5jt7A1e{?^v=jQxneC@+0^om4g*pE~{T z#KedVx2WS9y$S@(*XVm)-|~u=3rRj-$u@GK9>QOLK`+qoV`B9Z|3zdPXZLx3)LJolX_Od%J~O+ z^LQc_NHvqb89(YzbT}!8IBbgk;o*ek!~r|1hsjBN#shU*og%NT9e>?{dcuQv0KA4c z0--t6B4%AZ;>g3LTAdL#HIEZAjNRZ}(>?tVShD)M>`g|~|4{f{(;$jr#A(k(h~}|h z+_+iGO1;Rd<)KhfJj~ZYe(ReFR`Twzp@o`{QVpVu!EFgNC}!S7+n(Z8$j1S>I|y!w zPQssv{eC3(L!m5c)a>P7RHTh*@0GKKIkG~VVw5x|R@`xLi&90V5D+lPuioyX;hVPQ zW4t&S{YWz}T~EHqlfTC%Juv14n_#`e z??rV~0jsU8-CK$G(SHPa5VMuBV6!3A_2vSm-yl-PK7#b$ghP&sdQD4Cof(4Kb@GWL z$@a@&OzELEvX)(=Kq-HJHnJMzUq5rSE45P6DPJ1Y(y2lMx4!Y~zgHOP@G ziYZa3aiouohKE^+?9$iivHhRqW@lw|e$@CiW`DYUe!MeS5|WS-xIP5pJk&B0jBzrH z>E|tIU4>9=vd+i;r!c^=bAF0*xvl0Y?2T{96huvvD6CTzkSJ98CNgQ_?+3?<_oMZ5 zH0qXiwelKG3=Mi^I@DBB*n__RA$(XmgArncr(d}PvK^)A<5yb+Bf<8%Nn^&Y-4UvU zozi-VNjv3todM3NV?jGsJ2&OgbHljEiaCx)wWY@akWhnjRHYA1*pRH83JIe=QNHFe z9{cq#wC-p~=ZPZ06hC^d0aERwDbEsAoi2VSYYcF;N@>t{zf-R--d4ugCToCp3uMPg z1EH+#e_(L~yPPeE`rm(PVzPlm@6r?^i-% z4HSZ;Bq;7Zy1mSc>-?cmVaajjM~BuJ)n zG32@n*>1J}nV2WI*(hV%-b^)oe%2A0%bvGI5Q@cSQwhzoB7gTO&kG#vId=F%X7TEHXmBAQZ}U?{>v7!98->Q%5^Rp=G~6Hi=@+%d^EX zIVlOt^5QBu2zrJu@7bGvDHj(zR()su_U~y4kMN*cb6ewty^}RH1LZLN61=R)vMDbj zz{Y^uZ{lXeWsa^O!hDpX;s-2?D>QlojSoWK%%wNtJb_9$AeVi#%&1_;FivB0ngt1A zq+QdNMzXDgyEai)7mr4M<)?e_Uxv(1gq?x!23q*d^rl0p{rdsGcjEa8r_Rph=|5{) zLfqTe=;V)jU>aT`*ix;*mX#9RsPl}Fjqhw$TBxeG-QacDBZGoRT;FeyolI{V3y3z| zG&M(1$g6#E2Lp%Oo(CJ5ikpX#j8@Lk>_1B7hM+O~qNA_`x0!!QKx^j#dket*xk zT57cRkIi6pwdnP~PR>=DMVI##V4prqld{Zc&lGxxZgl-lH{dF9((n^_C)7#X9t=#O zY7UtTg!~9x4LSbz_emFfkwAx8G%ooaAXrN5hQRI~hP6YJX$aPS!WT)kCG$0ZVJ8NJ z6#wBT0geO*pq;Z2WSH}60?SCa0=uDK;7Mul9D&Vo$9Vye;H1~k+xt#!#imh5bDaNjX|j$+JNn3 zsc`T6h{lW=?P|jhJJDPBWZu@{-U^3j$Sr>B#%+b}=Mj0x5#jwVnl_PdqI0ItH~>ltHwrlXX&2h~OF|LC{N9gS>uv8AQ}dU6Tw=DO z094Mp6xVg+Eh~LyhdXY!WV{!>KJnkNi5zYO@aFi&*uU`4r>?#j z+dDMcM%gd(YtZPqU6A7N1;OL3t=o8Pz_BoX6UQC4B2-qVw8Uh;aNnS%+p09&so9f5 zvz1&T)KqlCRr;uuLE_J;wqh*|j;Q&_3P`)B zE7KkCbdt6_uu(wb^!a9>{paR2PA?etUQ&_Be*iNHimZT)3;CQPA?&Y&!gIjB^wO$q z6J&@5>~`-AHRyj)6C1G<<#B|DEl-7C1MgV+G2Y#-%Oj9D!vrIkc@7E7+ZzFnWN8JR zi%0DraYslB-BuCRPuaA%&;GXo$fix6RYDYVwGfyJJ9l}M^tqcDyZ}EW~26`MVTu%sV+1YNkJGDQN z&7U|fOZk;UZ)Bt3_<<$p?|h!VxYa5LydKCbfhO_4mc3E;aIPFl>aTWdrTFzxXo_~)U|I_HB z7fwQJrvJ0mIBtZMe-;19&0}oI&fE4OcjqU4L{3msk{C2UhmvpZPsHd>fArHyvof5@ ztQrcXCppzJ6wfYHKTWu}@ydYx_h0RA=3PJ81_wVN-pHr~o9l84b|{$QdAPsE`WL`j zLVajH!7jS37CGWTPvWSA{AiGLcGTo3jmS?=v-$5eLhw-XUh z!d%bnpX87_m-(V$zA4F2A(uMBKD9)zE7cZMcR%}Vm2Oo{-5k0Bu)oukY-Y%XabkZ- zN4T8n4~}#snPpQG z<`7D7j4IWsvM7r%y7GG%fTjy5bbtfj{B43=5P!q&Fw!aTi3_Uwg=*iaF& zv7g3^X?72=RDP6b1g4`f0ClcBgJ_$sub`Q10eZ0v{YuX^5T>tIQY;?YObhTznEA!1shn3uPx`ECWz z2_^I;-19ZKM#}f@AGv9%;d4GlnY4U$uje@Q&M}>H8F5#J(paoMQC2gE4R zslYyq>XZ1*#iF2yz69BH`}@f1_`!~wl;J4Gn}+9q-zSHNxioFx^6rD!>nr#uE+Lnn zUm2eHQMpoeEd~mCAINhHvX*4&VAP4O2n$osQyEKXk{JWj-6B|Av_RIP0hx8rN8}^y zi3#!YP06+y$vnCYwV2bpv#Td-&b*o-V5YSikLwB8uT|T>MCIC{E{*H;T8gi0VP)65 zx8wI{-HmfXI*G@$3AJ#VAR49p$9#-3lGK(O&*863;{2BQ zxm1Z;aPjuyuKlHk7fkI}SxY)Xj|AO;{G}kol-cUP-mz=+25^-aHf%R%`bzdE<`%!T zs2ReW90m1Pd27}S>A5@#v1*ATedvW3_llBx{r4`Ja6+eCl(csZBxEyFErCi&knhNR zVLMBQnh&nzN*aH5a)_xf79(@(YH`Yaoo^bScI&9heU>ibUi*eNBRL^eC!l+!cMPJE z&Bz{?2gK$1?Ft;eAo6sruloo@e!HaciFmawjp)Vi{^eQ8;5iz1hB&sGw*2weG=7ot zG&3ZLBxq*pj{eAVGa=y=L`IVhKF3kD@+oLv2Acj}4-ipQS@ZJz3KB`KNlFy6fA1aL zLWwQGN@wNFNrp4K)z-o6K}6Idg@yc)>;cKFt8H6j=gFy{`7tWX?*H?J+FoTqC%%g} z90bB{o*3!#G?x6)`8$`JWG4TDG|RwR8b_b_!9A&isNaP7o##7AT_(eK(rzcZCV6y| zvEPCSoihtyDE1)tHeJdpJ%JPFdqH#hPZcDwGyJ{RxAZf7J;-7GECs+{UUhl!6+82( z*=D_ABVjMsSPc6 z-;JXr7#Ke4^ZEeI!J~hF;YQ`=qzzpQhh{lqx2xkkzU?hNr|m6txvRRl*yj)??`IS; zGR_6TJw%XEhy19{U|{W}W7#!jA~i&itQt=M{LXGCz%xfW5T~Ok!RjUHqs}x3Z+ZRr zUDY}0q*bYHlwtH;eOYqLkWla2G!NgX^j>Iu)xc3O+r{N78&l2FFpvnmO%P>LE zE3WdEm$xq3kzv(EuFe*vm`eOex$f8`hsPTI%;3tePkc2u3n8%n7ID9|8v~xc;7XtC zV@Vj#9~!d_>%9GjV>2(1;c~SGfJL3<)fK6L`zEdw0a*pwcYl7?&z1A;DCV!>*KfOd zeN8Iuonh|IdrGcgxY{o)7-!B~|9~IlvhI9+T4_%b`i$Fmu4Z5fnTe1cW!O$>S&_a* zaQ$NhVX|#uzr*NXAGt0^(JrNoQe{LnVHNLATqt;@6%s7>Jnq@KORM54CuI)^^tvx7 z8pTNF0PI}IL?G>fC}EW4K51F7mCSf2xx-%~u&1BT*p9&vL7egfExtt|eQHc0hIqrT zmT2S7!_ia8tb_(4XB}RQ2Uxj()Yveua=-h0r{P%ES!9Fqvc9l0U1d5MRxu2y+pzr+ zArJz^1InQ&bn%CC*VdAY34f1vfTt9`rA?q$VZA)?BOa2;C8OLtv{>b7Nl|Zc5L%ic z*-M)(+5hA>n`Y(`IsFAXbZ)iEQI2gjL@2w(i^sSPc4sy&Nk&Q5+)Ti|IDdEPYCo-g zm>0Ra>f#1rj5a_tfvlL)pya<(Y`kGxQeR+#QKePPC9=$2^J;jsdyYv+U^woqik%7m zU3}vGgWpQAR)N%frw3m#wH;c=WHu$eB0zL)AYpM0HeAQskxKxv{J?)Q8wZYtU8mPa z$NRC>GW&ZX`TFv-7xX&wqA7iSuZw)&@Jy!7bkhfRBTyn$c;!9FTX}-Y6*NJmOF!Ke z;7t>Vj$I1;#4b0sC@iWyoTidA^Eklv5PXIxE=;?1sJS+Os%WU78Zwk4Fpw&UuiFP= z?a8Hs9HvQ%IVIeX^}&L0i?y#rI}9c7b#uDbNdn2D&u&u^2@G0z9(vhY4fXwqj!kGu zW?`1z`TAQNDjcpHBZqc%|3^r2g6dLt+`)IZt)n^?@wUan(6_#HR>=4?Pb(Ha4Kz6{ zuhPmm?0a2RrE)bsyc{F`9GyMq#Nd->4^P#Kx_GRe4Vsf@jW|?JEGtc)M4ecu6zm#N zIh;2aHLsAr3rxOd(Qa`JQVyVxd*3M{?d1t3-r?KF|s1DR(k*})|yvOEnC$)D%C zaHB@jpj?M71hpOtV+9)g-N8E?o`FGrEQb`OL_%$&WZrm~QR4pHeeTb=-x2JRzu5*% z#yfEmX^NUN$B=`_GeXR1lR@o0%DwNb$3s|?Oh7Ip|5qDULgIqnvFPr+;|FL={c!j&lN7qaUOX@$Du;3_{_$=!qd z`@goLJ*9|6oi>f7_NG?%+6E5yw41ntwp*I^G)K2i#@z9-RZrVdDb3s}xTG)Rx8D8r zpsQ-|VwJLX>OIq=b@N!_@ofr9Eg z4=t0ko^U{2mG8xU53g{&0;Rm&!fAcY5lg+Zx4p?rSOb`sTGNfb%ykD{oT@pCFBpO<0u}ikm(Di|J+jA zd#^Sh)f_$czGKAF3PQEP*7Z*_OgzbDovp|@ZOHj)hx@+AAE)73IT6@_oV!uLa&r&! zjc9D1U!C-PQDHTvAqr=uEvuR%1&_7(HL097TQZk?^W%msMVt_&);*M0__h-6v`ZBT9(kGe} z_jfQ?rn{0bUJdShc|XsxN;UK)cPBV3>$p#zako7k3w31`2qz%UoQ}1)VSzP(Yosb+ z$A7$N^ewU8ZZeorE=E=Ebc%5pVNTHuPQ5+LAU0`tRF<0C`CpqFxUv_8QXj7isjX@X zDBoq^+u8u!vr1*E&PU0{xD?^=lD19?av>mTrXpv02)4$C^?Y9m>m`4AdS$JEn`f)0 zy1sI;91G+}_7dT!B`<`k4I~Ir#H#Xi?LIH_c&PLh(VP>RY9@nUjnp%|P5h{1t@x_f zDZK{_VrxUPPvM=kG6+rtS|VYVA72>Of^uRSd<>|yH|?5p2NX_Fvf^wC^qO3q8KRe4 zy(KF68*hd%O^NL(K29&3>;1cRm(L5A=FZrsT_^$EaTit^B=ed{*_V{>ZfsYRqYM%K z9Dtx*)2u1aTQxX(Z}~!o$cl+}O=)c|*04IQ+0_d*{DF_&(BHk0cnycO7`+hF)x=uw8&vSsI%fIV`uQ7fJqN_l z)f#1m++;8#nfbl5z*lrlP-Q?1G?mA+?vaVU)*Za&;(Q&DhwYCe)v_4zZvxH?4SAO1`CS@9M;8f|M+%>W{k}369<-(@jB2AVXM?jFn za>ClWP_|_u68|;j9P>K^28(%cFl)+%P-;{#5`>70Tt~$kL)XsTpp_Pbx~r9i#rga{ zR8T6D;+4S;itcRnrRS0-1Nk4uMGGye3qSxhpi^XY(>h%x+@o6Z?-EA+i{Cui7S|pF zL_KhASgFRXI6#Y}-y%w&JDZ<9>Kf4KxYin!vI{8cmUJ8+x>P|ytCI7;Agc`VDJyOM z*XL}xsoY#tqK~!JJf(g4^^G{s`sWMIWquxjqFvYsi&|ghq;1Ls%#nF8yzN@g%q{5d z${i1&B=Dx!poZ}_RA!B6h166LAwn^k(0_XK(3X3xb!+9Ms<<2VRs;Zq2ELMb3ODax;BL37cM-QJdb8^dP}6z73gyb#`1naLrYW zb|hU$@~-wjP8uAze52y25DZnOH=+|eB#{16Sn>VWrxGWTdP)ZdZio=uIyNCj&|P&+ z6N-10FvH?~%Icl#LLzTR0Uu8Sg#p;SpIR|gTgBoZ~KPYL3*G1^{&PPa2bU9)RxPO+{w&Vj(&EGbeQWG8re|=PfWiGoSAedeODl zb^e|Nh5Pe*o=i?q&=gArcsPkJT*N60!S~4;1^GVBVs?;tKSdxv5bZ{5f@=C#7TA!CcYj@ z8n19edrPhQO!r5{RnU(`5g}XuQ!ve)&9!1Ge+WS@8Kj8!IpnO1#Xc)(flsTR!7hd< zyJNML%1p^wmmZcB1U&pRF}?qC=JV}3G92eGNUaWg*6#W5&myrw*6~<9?{{j9oTrUH z_t%o*eWa8l1iPkWC!i^uRi{|#^Ys`djm{0pr4*gdJ>!@m_GYJqFOjRNk%C=sW18$i zZGad~swCm=e{i+qtJ3g`YSsWE8;1bB%F?>{x2!|pY2Be<>;9Rk7Bm1xMXbi9H42Jc zp5)XZjk7bAVuEy(n5ABC9J4}vbhf$6U>pBQF)Q6aW_nS=)bPx1_#7+AHcW zFZD(0LLdn8L(dWxO}~?v6J&;KO?(X)*Ux*L3>8H8->3i!9yzq>=5LNa>F;u1OOqL> z;Aq97dexzezL6Gm#c71Dtp)eK&yU=w$gqz3R19*c1eRggIiRd%!pJ!Obl0H#ao$5d zO7LUjdF9P_t`v!DoLd+WH`c{MHn?Fxc@MlSU0Q;?+k5IE(M~U=`MGS7>mD znBSoc`zcRHe>()Y3`m+!h6wsc?+M)u;nROvw0mUDt=&+tAm* z=<$#8WqHTA6ac0{AT67lD3bXAI_Y)@)Mv=k!RnkWKRQ}DPd!P~b?|~eCBO=0sID>#MWD7a7pbK7+k_YQv0ozg~sT<-fb#SyrhCUO)esYS}ko-EwR#&17OUS9=4StdGk55j5f?!R*tLxI0UbrbhdN8y?%kn>b)t1-VzpY9T@gT3qCU1tG zzhIx8ckes*-6Mg0*@De6EeoJw-Y8TI)-%1QpXV5KP5ii${n~$MDBhOQe0MVw=Pt~2 zeAP)Y-`-5qw1P+-H+|P8;2a1q9tN##9GBFsgnD^TsO z={U1cO*hb)VDg#bT$6VV>A^vdSKoF2y;)nZxx~I}3D7hYY&TX-EZM_*nWSrb@*?P~ zm|08SH=j}pwun?<)4c%rFPe{T{szFm6ltA_gG-E{e^^?kqiHF}y=y`TNDan4ms6;? zDw9WkE{vs^{AWbVpPx1?9%K)JlJ8x`)Pr!n>Ix`uiVb}D*j&JT1RGp&5z4$#^N+KT)A%xTRJ zA9*(2Wj<=}YUY$cQRI_kHxtJ>H#Y!xftNsi(3Y8!y%B5y%8|ixT&$*kUSrxWgGK!p zp8Eyj6!Rk{Dxvx}&bj^KP9T!9?+g&&ZYR0PT=lD2Y*SweQ3}0>oD4}EfY{A?=o%hv zaiSL#skp71u5v1TBh6OUmpmUhmoBmE-#V@0BOLpYr>qkHl2z)Z-SgXcb9TTtQ8UOz zUFLYC)CBnLid?lvq-<_gXV}GR+d}meM877UzHFlO!V$oQ^uO7S2RFXV=!Q;&QrYM2 zY`Fr$hQGW$(|AyHbidshh=_kx;{APx1Rrnp)7T7LA?>Pk=akrcRN};DhjW$6{l#*-=iV_G9OzVr@_E{<3H2G~Nu`Nbv%7N}DvyX-f>a z<P!>Vw{(%^C!P=f-LxXQHKQ zRsZ5VX4sy!`i6(2FQ*xVl)N~m9*-i)n{A_2uzjF}kp#7}5mvfa7Xl0Y=6}&kMWo{n z=wFlxzF~5&g*fVPQw1GHJ+IXn-BbBP+~6Xccx@qgok(5gn%U#a!)r?qqT6=5V{49X z3_=ASgC)~2xN1M>S_lQFIF%`JKXamoN39&RIhg!^%-@pTOi> z|0}(TkUF^M)JrTMt+6y-nnz_Xs)Ej=Q=;AV6S=~kZFF;?JA3c%Gwu({zunruU5nq9 zHj%on-%DvJ0z@oOnXvJxpvvVR)MRtx{^x^YyWdF^pjm43dOzE`<77Fg^6l!gGVY+W zpURGLf3k~9#YL1?d`Z=@5h?)(3?3cQ^rJ2j4yKbCF`)MAwr$JK3o z;xAur0H=t>KVJf3q0dWAw6IfC`q<8R0)NTDh4HGSyZqhmZB=OxQ8X4>U+f$ zbH-Z-UO$)GcrI|4UchSeM6(;os1`_Zvhoeaq5t?Po%OYENNpN&M=E>H0pOp-OJDgT ziK6zX3zq$LOyj*fm0!|#s_1C#sl7zIZl|_gS!Qn~%BxB7TQT|M;Qi8QaI?mm531`> zL=iBHuxkz@!Htx2|B6JQ!m#1`hMNr0TIuu^AN?-d7{~Fr$0u?eO?X`G`LAYTvun?n zG4Tm#f;3Zl3`rbOffXPWfW8``-e(O(pdc_b{LR6(ant3dm`zzGka3Rrre4f^YEZGS z5ewmr@cV~&h=y-B%2axEdhNXYT^(0fb;kKR=zW%UH*9s!4u(gAs8IUUmAsQ#k(Miv zz@{{M+BPmvOI%#>46jw}y8U{prKODV7U#uyWk`(w(<){2r#v3hc&KJnqxSz=`|@xo z-@olil=z0Smu$(BHL@>*h@mW5$F9g4QbN{5lPw`b*2uoE$u3)=2w9SS-$NT!n%y3_G-`DcFKFfKYS6CMIt=hk9=0pAe?Yh%Re94(A@yFM#tR5BJ zIt+2$7qR@#IQi2(MTz(rXrun~vU6pq>!1QP0z42=JKWwD482+_(}C6X0P|xr}Lu z@jlj4&*La$KZVu{K1;5(()VJ>^t=?`0?TmM)Ds89pSRBS5+LC8~-2IYM{7yk6TG{^>G z9_RPTR<8O)K4zc~BUZr1kir6Fz*o`BhXLNQgnYFA>jWplZ^eEVF^ z@vt*U9^S#$pk5Lli9e6EydHZGqQghyS#?*u)^%LP)bHH^LjP6DPhpBf}K6CLkLEM6J|Ak1%@57|~R0#2#m zu;%>$LK6f0DSY@)ubcm$eOb&dpghd~iotyhU_ln8;0{`QH(31XrXyPv`n2Ognq|i! z)S`QHU=tWj*oU{kyv@Zu5#ZNPn2*RZJ6rd^>x+*{v`c*w1`Y+pM|VKQ;Q-UKcFQhc zC%Wme#qoQZfQR0A(;JnH+MM#S{^Q2QPHx{5x1PZRI# zIlnV(!yhTr%Fdw@%)@a>7*4x#@XZ;X*lU)s`q@w`-~|}dx8h(!#(b4PgVJY`5O6UF zkBv{1Mwt0HSkJIxJ3o}T9PqS%*A7dk!5$G;JfaQ@&kE0U`P(*J{@OxiiX<{gAS)Vm z6_@F7&Yk9OYeW_?J|{5g*HK`$xU{i!V=iu4zXp^LM7!yy%&TgB%>g(zd^>H*=J-J< zkvpaONl^<~y64FCyL^l|WxtkxSy?a|wrGYxme+8!?MD(mP@j5zQZx-4@s96rraCW&mj+LmD1Tqm27YBAz*UjF zH9r?=+ZiY@ItZeG2N~B?Oc~yW+bb?0K|oqlVclbcomat_g+mCNUDs%Wuw8M2B>Cmu9M$BBRM7e(9BmO3xBJK6d6 zj}2w;^vnO+``K(=@&u69IfAR{(B9_1#{q_eClkI*(r+CdDASF!tZ`6n>5IklyGkgv} zLYazm2$*D+T!e~}{;)J&Zz!a{}>9*axy`hKswSaC|i;yxzG~D2GT$^O$D@B675$mG?jj4&D`yt4-b%NvA@TX-jQgtFJfi7#d95g3>K;KYqeAb z;!nx6Fd7L}ukV)I8qbEPIi@Vp6~V^!Q2^8da|6@s-UM-{F1C>@!gFT}Pd5=#CLoNE z+v`OUsXUm?&*u;+w*fK4%XMKfn5N~%@jOmnsbn6RE@HtYz@|JBvR})v4y+=~8+2)= zu_-DjpzvWF@U)+n4BQvs|3KG5?iBE&NYI`mR)8Z_hTsWQqf&iWfSH-Fn^P0&4NJ3A z)hi`hM;EnzqimU*bnSW)09tF#q;Z&!fWUKrJ8NnQ(zhVzw}LjSQAmswx-&Flf?8=m z_(J;tX?;zmcyFY$>qCIg&!+XnL}X5J4`JFhZ+vUNfj@QRdG~79-@Q}$_20DM>{w>+ z4hx>%L3JDrgg<~-V58HQuTcgo}rT}w{y^6 zLiF95g%eWDhlf!|LeXfGRD(QWr_PFc!oHH0U}taF9uolt4I(cOXOXYSUA-)$Pl@Rc zi6D`JacTt_D8*eqn!b=uDzGkahRw_QEm5}KSy~q5v?VG_B_QWfT+*#uSVFC7<&7RD z+UKUVG$kN2H#k6xfq}0pF-jqZJypn8);E*xGJ65I)WA(13wWkS0_6=;)NkhQF8vjo z_5DcrNF9tD*h@X|;NfP|Jo`NAT;c5nLY<~Uv@ z#pf>{-+9f(@P%HEN@q1yk|VP){A$zNS^ZPJI1Jv?uTgev6YP<2+?VsrJ|Nb+3wbir z&)tHrXRN!9*|mN5FyohPeGKjgb`PX*P6OF3|2`mA)L~G3G&^f5bySFxS!iN?nMMFG z!P$D<-+(x74^E{_V>Te*;wKMqy#Z?qj-Iz)i`_SQz1$?!$PrA#M!x+*1k`3QN3|4j zGNH<9Y3Uh?h^j3cd7bV@BgH$w90BQ&BNn#n{pIarO1Hl!`v6rR$O_p)x1e^&-tzyT!}OCYgG*G zBU+u?!H$L$<0*Vj5!du`rU;uTIE4pb`;)OcB~&Ifu|h?+q`G2L3;7b!8X7y7AEJUb1kl!s9#PP$6cmb^P5}mKFlY z`+&G|^Yaj(su9MU4lCx6dE1BDcL*&goU0CyEYf@(-Tf-8n0S$rXn7Mf2fNH!gb9=G z&+1ax-ps^|T-C;Z53uqn`zKG2Vh$jVsw8JE!^*9@0K~~LwQsdasU%m^_1q1hS_oa- zrji-5GzZUrfTnrUa87~oByhW-`TE`YfyGgo%5|OnL)V|b<@Eu&iOs(jyW~ma2bFE` zLwlm$NGnG1;kPr+at?s~LBf*K0H+5`#%EArn?v&bRsV#dhaPz&zjB{LX-wg+v|c`l zsZ#h1Dv4)6P4=%W7~OOSD5>%gr{O$+lmg@ukSZoW*-i5IAXFKb%NdJ|ER&po<1+9P zAShaab4iq&{fqjqYP@Lk%pHi*taRqIOqf>k0EH-EH!M_4kk#eoqRXb_b9i`@?6PUI zmn8LM+O8lw4FH#;&wuR^1IY1FuR~_1&n$Cg=|Eg3q@fxRtFd&@13YvLgevghKVfwqu*lyE4A92Ry3p)c{dVHnDo3lHUU(DE<>yp z@Wmh3Vbkkd$|Fp||xO-Oqkjan5OfBSZb4ewA%Te8pmOJi`VL-0@R`PO@~ zvoC=jEy&?CVx6F8S2T{ggF8bLq+L}CrG>nm?%1_SjNb7qXO!YY}!;iOP z+3I!a6|cycuTR^uFyxfva;q-hN&1vhR_wfAvw~CpFhb!qSgnSK?t)t#l!g@LTwH{ZQmI z7Jc4-7r&|C=R1H~82Bog25&s93pk8&p<3NZgRin`XVw~^ny|7_o8Y0wuL8w?AP$uxrL&XFUCXah?N`@?R>4a)3RD`AjHT7%XG&LgpDqjhGQ>(ez=`BVk>TT_pJ zP0X7(QkNJTID0L*f_4@MsTCg4bL2z4(^9U%&kY?+h}=vDIIMh)R`$+9jfxew&6&dD zl>|HZk!r(9W8wu=`$9b{&v6F}AAc-N1`z5kinFj=i8l+VEWL@bj(mnqM(~4OqiXnJ zTEOuioa_X&J(F@}(WeETD@50>Y|S5e1`vDweZ01yZNrw@M_pe7pwHcNzxS1dV~XZtqp>6vA}+lt50*x8W^CcSsSn$DAy=; z^+DCw!jnw}*e&1ulM!4aENH87Wv+0xxlT6afE%pG5O{dzD;zy8WQ^W|{Dp!_rcKGF zy~~q_ACveB3RdP#wEed_BF=wY-g9j@?qj36E+Gem>Q?%`pM5&oW;-`sXCP%jCV6|DL0F3jhtS$2T$#InIqW1u91}GoghSa!V zf#1|mtO*S>q#grQJ&eR|orI4LPsn>w*?KbgHR~d-0b3hqlcf z;B(m8wXAkZjNIhEQeH{9}T0jrc+&`ij zeifYSuyY(P+<1UnEdd;ZRunZj`S{9Q+0)#=Dj@UF+-XJBz(+ z3cd$(ov}Y3A@f$Me>V8+Px$SRpS){Qq$A~`2ohtV=yv1%>?l>aZAtTnmwX9}{d9D< zpi-*Xq9Ci9v~t`~-qaA6ZVdw>Sq3}1 zE=}^Zj`6EoUkqB)BZ)z7Dqs5R>1v_JgSlP$k6r%NyQ2T%J6i|pmOvFHH&tEm(r9g} zO<8g9CAdKz3KCHk3e838;!9MaL4lyj|JfLNDoX~E+aMWg&(S3C267=J?!WM$B`Zws zq0X>!_+*QGYyYl*@CWpVnFTYM;Xuiv*1A4 zu$fd?U$*g4KM--=SQ!L?rr003l#+^!46&M@zyY8`{_={!)=M}1T zdAxgU&_$BYo%*IH+=!S(?_T;CE@nTM?z{_qlLuUgSCfh2Nlav7uN1vC=>BoQBB~$$ zAi4b|gXFC^C1`WP6Q@XZ{S*(`;!?*Cr%M-Z=+w8SPwm|26Kq*}hM&7!w8<8hHWcmC zd!;XdFS5yP_hMbBuE+!OcR4Cw-V%gKnRu<}1g^u76*}gRXZ&)g=RRC?yXTheGFCg4 z5I|?hJu&_B;zE0eX>i|Ucan9fIs5SAOw8(Q?Nt>s4 z$Bf)9CQ!FD8D=xD?9tA*pW-j`iyNB-J{k_;*)c=uPzQxp3&r0MM)z|Da^UNT351`Q z-0_YZ@^UX4_Gj>CyG91WlbHkAt3B-FaqNhf<0!q2co8xUTx*Vy-&s*8Kg2_Jzx&B3sqR>7m=Z z2#G#~yqL85G&dxXE~3#xGcnuXK@1mS;3w$+lF&S|I+5kowGR*ivnt6ySX>(kFuuZr;_f(g_FmD~!Oxj6CkahD zGX>H_{IO29v$VDpgOC-S%B4WFw39ircR2S;Th3*d2Myu*(I+#=soQ?a= z3Ff3244JNDzWq~uO*H40;8doSx@2)u`rO+cxx8TuZC)Hvs0E8CgS(iC zL0%wQQ#YRYU93;^Bhb9cbQt~aI7nS2(4CkzO@1mHtiX@SEjp7s8jl_vxvRR@0}x zJr7<9qut~WO6YE3BmMEa(ZA=tfE*8VMKZ(o|lz$Z-4Je4@VepE?F|8X;wR@ ze%;p1t2~I9a)J2di(NbQvJZsAGNcyk5( z>5{TL(d6@M)t8Xp7b=q@U%47LBwA;j@qyu)g>xLkv_~s^7B*+1L?${38<<&{z+f7dGWXlDq|AtINN{?Da< z4WU{@+e5i4j=*SLbunl2wwL1KWa7w}{+R(5-5=6{u;l5c?X$PrxA>_eDlasN_b}F) zp&sjs_&}|#Z@m#DWdajWfCq-G0TXan-5EWQ&fs=Wc_)Ocv2>z zOO3)&*EMH0TbKm*jalPgQ${>K0=XqYvF_Xe)KZ--Z*d=>SBG0(% zoJpZeuDiT?{LfSI*7Uodz02M)#7hic&7@a8-77Pi$?+A~^qN`p$Pa~ANlYa3z|>_D z)1G@8LK~R~44I>2uB#CqLN3Mkw*NjyvAq(YqyO0< z`G4|eV9jwO&+gQi=+YGx(5v1s(mMs?jsafr=ZoH{)s3;)%S#2ez*!YV#PAuNh9wMt z66pT<2)L`P4v8Dj>J~gZ&SMvVHf!^HW8h)C$=6oBm_-{_VUUQJ2v=HIGc)AFnZ+66 z9IF4M)Sflur$lpwnpeUCvmn>|^L16-%5sx&`A;})SHV8VM?m?Czw`HZk&!3`*{KL~2*DI5E{{n0(W+T`IbcJ2?qIU&J z*(gsVPubu&y}wzf^-iHc_rpBXH4B^KE32#gy@UF&DN!gADAr5NM#S7?w3zqy=XDbE zGdghTn^{P*wFGys$+X_^(6(-zs@`3fZqL19;mdfqro$;kl{M%=f8_tt7DU7}tR|Tp zrrbiU55{^qjz9Oh?=&U8%D-Rv$vY4CZDUUx7kw&l>hA?6N7m~1o-~0^Cgey60 zSPAO5u&3SBk~ujb&1ETo(5F*PiAhSma2l4u4Sl%~5*;}~-?&}R967$iE&;rXs$7_8X=4?(V0AR@i41FPIa_U}o>*l_kOQf1Tn=>j@53 z`+$Nj%W;T1OVum?=yL6R@Q*d)h5$pjgD}ik5V`}cfv(&0-U>5?$a3A&;Akc@wv$hX z%v3?H;MH8t8=;mDmvwSWg9p#DbffvMFLQMBCz#MMD>h443Z@_uWM5(y0jp z;_nUU>JEE)ye$%)?I1}Vm%aR~?vY^Mic4nI@>~s7R%cj-`oL3Hh3+8}SSjnDa)Ddb zAjuIv>QcRz7R$w)a!zAl_g8-t;m>-5Rl&EiJ)`kW=f=*G^@i*|VVD^TgvTJJF3cy> zYppO*8?aN=y*cnG?$&Tg@sOh;ezAe_3oNi89oWFY?XV1{gV8T9y1#Ul%hhW8#&CJ3 z8W~l5WPlaMwty_bL!F{98GQ*a$43w1`2P4*J=C@KbK@_ITdXlKfdMHH>R#5+VT!9x QN|3EXsA{PcD_aHq7q-_P8~^|S literal 48801 zcmZs@2RxO1_&U`VY>DiQjI4|jiDY!llo25_`#5Dr*+h2PvmBc!k{Q{_URh6_VRwi?OD} zzbI9tw88$NK6-56nb_rodl!pPZn)1*OVlq>-93K#ro||UDw3?+zq}L=SPfq~pSf*b zi4)TgYLPpkggz-mA4S#b6;34oZczHKj(`I3>#koVw4obq@7HuP+n*%f8||P*OLb(k ziwS<-TRp(5r+3c`kQFwYIlq5{^cdyAZJNod9t-Ar#EL$qRspC%>q+8e~P+rk?mp5LLA`^ zl$pb&r4vnYNfv(9M(N7_CQg!!twp@8^G=c_dTNHhCHSKI(S$p(5%fPU^HqeatjkQN zaR((W-qHI!mRDF1C8X$~*EBt3}oA$ZJHQqB?@zWaZBE$VE~L9Vc~+GehTG{7G&>MEIXA z78IGqc{57o3Qez9lg??oB@z>U=X!npRq;e{B>lAWf2$&L{G%(K+Lm~;AlXfA!9v{1 z>(EeUW@b(gb;1K!ammCp;eBJI=VH88n>p#FP7;2WQx7aYPP=sD7~#K&8~FJM|AL|- zgL~(F1+QL>*?e?3PVuvrhhs{4@H3rSr$p~{wI?_9^S!N2yk=OCthH#>or&c2-8AZLj z$F%mWO5W~$5eR5m_`hH6hMd6qcE0kaYU2NSv$UYvz3+0_*<6jp^A3^s)Tzc)q3!%8cr`iN4!}?O_Y0jV83<2I(eCF5^K6*OIQFpis(C;k($clrdfsk)y{$UYtv=ZvQ>;#pgtc-rw>1fGKp-&-wszzSf6=6vz`QuP*1$YHf6s z+6-)+V&)-L&o9`QD@nw8g{$;T*u?UV+PGt0Oxvy2814CG><@~M}1eFO_@_a)cR zv*)-C(=mkgF_Ta8``XmPx;xgX+ny||jwh@^OMvpJ=9FH)8l`WDr$bFEr1_ax9ReS-OsB zU@{4pn=E1Duw0=!Yy_ntsHn%4)3IL~z6rh)F03boWonkp?wTwIVWOx9f@dvL!%Sm) zD-JLt+`jkk-!FGw(CLqV6%vw@tiZJ5 zfsKqjw<*o8v5B;Sm47U@ARm|-w_VMAEc?M5nxsc>Gt%SY;+l6~N{L^>$>8^OjMOJS z6cq_cO3t_AoKBoL@&5gL9v+_Yrx!fyxB8DlBXZlt@f-h4K6%~m*u5S`!^TH-`{3C9 zGfDO6QytimwQRQ?bXYWRmN&c4i7(O?n`DGadUU&T(Y>X$Hnw+dB-F%hP`7o zmvsJ3vsP~A4U^lL@7M9!k7<#m5W(U7N0?;Cdb_V&f~rgynzTAYsST;r3E*g*lZsB+k%r(Ewy#N z#`EW0de6d*sN-Mf7X9~mhU<&iy5#Aneo7CGj_S$=JUu&7?RF2(kf6=S&ws-;hj;fC zayQB}RQZ$=C57R%(C2BoPEv0{PmS~fvTm-Ze!+Lh3?GD5G!`*9>T{jwt7lhF#@kHd zWDmL(ZF{$?HV|$z;T$dzbfPzhXT|AWm$R4U$u5&3!-2S(zdAgL_IMHkT zT0dpANkX4VVP(yxhBqBD2D;nDXHJlY)9f_FmHpN{-=E{@{I9L7_KkHCN0C~1$DOD(PO8l?R09)>N{;KM_9`}vg$!Hb0oU zPO|Q_L!)2IlxFsK6Kg$W7xN(3nI#Xcg=(b5Nmd$KTC=oirk;1sh%ZSQqRc-1&nXhu{btgeT~ld= z0?*@c@=APBY7+Cdjm?`op6lz*JCb}}yup2}a6h&POwzU5>B^+&{pdHw^hSf`in#}{ zzY7!Ho)q-^t-P!q_~4!OqeZyu(8HGIJyFw7Z@R*Tc!5?9ZjhFnjw!+r_yXn0L4{`el$g{zume>@vk}=*quQ^Zl zEfj0n>2`)b()e#+T^HWQF{4LsiT37H@3j=-JDCr@&AYoBKmU5xQpxmfhUMGnnYax4 z-+5-}iUhuQhYssl=ZW`1{3uB_Lb&ECTUQAzvQ|#g7KdPpSURa*YNN|d z-CA@cBt8S3uOr>@HY09i;Klqst_PjWgI}Ygp?%s;PUMz^InXgE2(QijTjab} zpfvEIJh0gP5gH=T+HxKf*Iwn;q$6G04j%&v~4TinXc z%{9@?$K&z6y}eDNS@I&T79H zNsv-~^ZkxHVs*1(MZR>LKO@ZQk1?MdVDFlL&cx&_$#@e33s@<4m58xXo57sU|Iw>f zi2M#_gQXr#JkZ5zFrf?B8NL((o-@B-%XaKq`w!PQG$={;N{WlqF)|vWk?Zb-!l^>= zirfK}ZfoYnbKEYCVTXow{hXtPl$*{;3d;?-uJq6*2m}=$pyOAAji@l zQjfBQNB5K3a54uQ`4YAE`MkQV*EIQ9zkVTH^Yinwv$ON_IeXgsmL?|SzrV)^2M34O z-sz}2G%Y&0%&H6UN1c30Q6}ln8jFXbp2^%jU7|>hdG!#EMQ%$WviDD<1;5}Lrq86A z4lIM;SqwJbY8Q3Mi8kBRAo*Bc?&{#sCHg>*5G!KZaIpmhJ5K_)-aY)fQI+=4S5 zCb#Xr42y@5iWTY}m8ZL88L_14gE1Pq0j}1A6SMGBz_ovH*KyNZ`x^}Tl|(OYpYalGPT0L zPR^E}w5@$gfpptQUiyscl=XO)T+V9mKug2Gn3SsIT3>?elf~|(r`b5@lfCWB*Rzxa z@6Tqcpm9lqyIEzb{ja$fY|wChR$ABr!2^GS*EH)QKK&5HS~2FREsrHz&sv(XdQzFu`LhcJJC>H4E_`@0@S}s^ z$NY@s2_b%6*5%6&;pT{k1+JMM_W_xh%(dnmdF$nVMEfoFGOfUVgK?uoflA;lX>!Cg zSvWAcMQo$Xu&{d@2P@uPOLLo_$gBvvpocEXW-!LAVkVQfm0ROgZ^y!v2j7JZFJ|OH zx$_fwEvv6`xdm#4M5GTcWf&e=Dnr+PsI1230q2sjX9p`5U@_|BQu1)9!9G#T*k2 z?B%Bn*)cu|gWN41C-HsH=XTuI|2$>FztSS$`yJzn+@h~*M|EH*+pnWHu%_ThM+$wF zHwoUw{H=LrcX&l~kOx_PmQF6lBxdCPAMFGjN9o#|gRuXAS*0B<*`rJ79UBgpfghpo zeeb(%N4E=LZV;MaBc-!<;M5qODUFcUclTbKwQ!R~EF1Ot@_tTU*j|f2X5Bs?ZogVx zil6$XT^T^Elorj_fq7^7*5thR%Va+K{{e4Uneh1>-r?^0YXW=wQ?my<-b&YGifY*J z<^MDBa<#cOV4+|hSWNlb^~Ad!^xsz>? zmD`uCja!l}pUEjPrifS7aP0BHoc;)YBxu%UP257Y`Rt?VL1_a54xDu#0ASI?t-I=( z=Huhj+pE2OvCMXO-aWFj^X`UY6FY|7&cR`##^Tt#4AR4DH2Mn#i5>7?F3M=lfzrPc z>FJ>=5-&KrMSAz5D%|^!N zvzKtej?&N~0bqi63Vp*bQ(?a`H=c-WtNzlCzrzsNSUcn)uDhq)RPD9WCXcw?ou|c( zVb=>Gw;6oK>n^5tFLA^A%r^;r_l9{UCI*JIC@Z%!7JO3Y)~?hUCs>)EfDWP}UIndU zf>=T>F8oHC)e%SQMK;8UMr!5BAY=R_iR}@IQNJZvJX2` zp8_!7#Vfj1rqzV*%xAasNB;*v(^u%e?CtN)sw-6?2y`B03-o;3 zrxob^$KP1YHRAWrC){d~&_7RX!^qFiKT_$u0RDMC5|*Z;O?Q z>*I|FE3)`EinbeKp_qT|2mcOytGAxa7|-SIsh$=iw$OCod_(cj-u~_#SBV?Nb>5G* z?9>eDFa3<@UthlnO@GFAN9H{f?!L~aW0v|OusAHUOrVx+K&N$m{tj3IYl=Fj~;L$zfAXz0UpJ{qdWinWPfhAdN-Lf_qo(= zH^5JCztB3ThYDr4aj|r*-Y$Ii`te3i|Ds9E)4Pb{CRHmrlde@2uy|1wxL-J6KLKmc z1y##TJ-lGTv{+-B(0lBZvXb6F|4y9~xi)bGA-+>2U8`4l?~z4IcB@F^yu~U8HRgC> zbf*jHvM|w`<8{3EX1wvA04X3V>vu1C38^N3>&nK>Pl)H&8)c`o2t==WSVQk93`2f> zhpg24mf%}(;s1}A`)7R`aAWue<0@~|(R+Hc>`#qdH~yX~ymYN#qhzhH+H1eWy2YQU zHH~3SZSii#*kUTiqC=U-#;_`2zL3C#uwhc&xm&{uI%Xzvz+#t>iQW2i^2%h9Nt55b zQ>RWX4sqVz)KJXdcpVaQ-1vvHwx`{uV527TVl)gebK1p=thq&kj}ZVq6;I*4KAUO( ztz^gIT=gOtd(x>fZS#xO$4hohj&qNF3OMZ2$gT8@?7_XzC23P_n&anyL}(>YJ~WCS z^Rb8mo5GKnXN7n?BiCLK9Hq~~N)%y~hoCp?!;?SbsEa(ZIMFX&upTFe$Mk%~SbuMs z*T+7;)3lhn@0@dYHYuTNdxNx!hLSOKM&jlT0t*Ve<03Zkv@U{4z>v&)W%<|DTQtWh zo=PbWTrAgb{|Ly?k*TWG{=Qr}p!))vfe6#tu6 zI`mD72VK|1#JeObMg|7ZB?|J8E9r32(w+~B57F_) zj-Q_&=nTz;4=NEQs_AwWT6TDNcDu(!`gH)2%2-1+GYa2O#EaMM7Fj#r({(g^39}YV zWD>Lb&rjEHYa)~hua$`J3}6nBpu1U{F2Cy5BgrQbm+rv7*`1V-;5yQ{V1Q>uOjjulEsII!%X@H=30}zR#yN}Z#X5ekSzoG$6VA82m#=018+ojXL<5qD|uhF zt0Vd>wdKbQWO7{m(rxG8CNaN_^9EM@%j-Tl^Y@a$O6zA+CB0~WwH$%;O~KdNBA9>U4UW#>Pc-7rJpzfX3lu&Km5n&hr(M%q z`CljrW-iz1>W?-|OswJEyXNmRAZ=Y7^7~Tbqmk<*EBii^zDXorpa9OEg4Y}|2F>wDH}qWe8|Q7E$W>p0LbK8B?YZ~s!VG|e zVqRX}Lv4miKDL>+qc3%G2Mj(n&ds@uh}OF@XgjY90@+>sjL*T28LLX96%s$G^@Q5k zI*{nOV_f_;)#=$z(aczH)6ShLw70`#&i;6cpMlWpAYnre{eYce4G^Wd(vtTlAF+N_ zm)SG3WXlJ0nZ^^u&ANHfHV0G99P8O;M}sGJl>tT0bdgq!Dl1}+spN=|h*=#M@S|Y% z-f9IM4to6jpffUK%v4489p>MKc83cfI4n~>e9^59GgQ=@b_9fmdZ%F$!_ZG)YQ>3* zwo*owS^l{8zr#z}mR#=5xU}$%#PJfF?X@veefJ1zw}-7~13;tU0C_Hy=@H)dIzb+| z>==NS=D4>yw*2dv@9(i6ZF|7O!RMS}{q^0wu<_K*(dX2078Ef}iJiKj)48tG=Le3i>o!r%T`L$J#bI_7y(Zd`$$#@*LdAua^}yoW4QKVmWd4&P7~C4_7Q%anR&A} zVkNzOWbQm``3DZ)s_noz1$|(e=N6#kbaG`SheQLbl}kZTr++ z#FB=}ch;Bh_`YRjTl;fd@^@(^>HS(nlmfBsOZm|}fI{woG2#6)Gk62bzmGuzKX_s&muPxk_HYqTH#TtT1L^_MZ3OAFc`}4a67DRi4ItnGSWVM@~A<9x% zPWSL>R>hc?lqNc|%c_OHN4x~GcQ>7Kzisfm^c2v99l>T_b|yX9bE}nsollyQ)QF1X zAgzEr83BpEM?(rJ_V+POQmUPWb8qFc=O4!2NUgjQ$kxGqETdTCB2lNd(QrK;@3rB$MU)O$u!WW-$kw9>L4#yQfMj`o z@16#hjjb*wUsw$Qyb>jJ=@PEU{_np}X*Y5s=9!MiC(`ZiOwsL@2E9<`Ve1wFK=1jO z?na58sG9H=$W2)ca!) zD1wURjRe{=K+FF4}H4TJ|AsN{##L@GfG$uMRr7@Z3^WT5}M81j%)8M*5b0%D; z19F5qxk=st{Y(FjVVi|dMOvtJlim3`k?>c&@RR)_C-c5g_^$`*V%v$Q1R4%*oOM=I zC9MtgGBLSsuKi`rzzZOz^lySJAXjL*prLYg(7_k2(7gsy*vS#*B=A*Ye&vIb?GER3 zj>W6Kp=;-6V9OsVU*oM8^rdj`x_IKNFMRZp)JlmJWx5XvX~@{79 zOXpOJIKSi|b`BOXq<$iS&$oX>d^13|cGXJWORh{;pn84UZ&dYaM^LxqAMO54rg?H? z2UERyZ%tR>p&Z*A01I}ZzwqMzM4ecpamceUu?sYeAo*#jfUGhq6_vz4m%MN*a)z6~ zwWtSulYwT&`eT|%0Y?Ci(wq5V%w^5~bS*3Fp*kA0;N((|PpvWJ+4Ca7?ez7nYO!Va z{rP%-awi)0*Fj@#ai|Y4+u4TPzUgz`K+4A2# zQsH4YiMUkT{vZLTv<}gxrfAD=i$f88wN1K1MMZA&PzY@Kf-|Qp@^G!JT5+9Yi$p73 z5tCrDF?jOqA#Zry179jKyuUI}kRW}e)e%Y8t0#t~GC#uNCd6`ljcW0iAiYniPC&UF zV*`>=FRB83(Mmm!8I?RvO!RX$4s~nexA~RQUW1&lb5W~*lXB-}q*ye2E~&t3`_@;n zFCJZM?6vuSyIzJS)!Z@8Ob<0XoZQ^@r_C_I+`xk28W-5OuyIDb?HEjORUVZ&osvPz zbZHMbK9_IIKmnyg>9G=(;0B4*@+}bdZ?|L2daXpGEhI)%>12Yy=*|W;NL-6G z`n0SW=Z|v&YT>~01Y`^j0|G1fQ3mk*_LK~8-D9KkAO&OwxPUw6_LeSlkquu`dcn|& zGw1wPBO~#w%$e7{?fuYQttrxRKpw7>1WD_gh?;co>Z>pih({q;EgJuwEa@Wp*57Dy z1+&{p`h(|O7W()qER7B%38;2fzy8S}u-+!K`!B_>dAXT-apDRU=-j_(Tteqa#5T$2 zV%>Nua)Y1eLE>jV&hjnMnufoL?~rSB)w@?tN`YDXn1f^?E+)y@$a^NoT&VHl$4dyB zYfAFz?``DY+j7e&GHhIJ;wMZF%Af5fxzcbpKW>($q~^2k%FI2Y7XS{y^jY6yMw>;i zu^MbvE&yxL%wyO;YCah=lfQVgEJ!G;_W1V9g!9rM>}4mdZbpl#<(?1Nz8!T&SP%WYKKNd()*u zM2*@yE@NOOTPL%7&i(ZcEww5*^<@P8V~Pvjz5g$NiJPfB(zvp zt9C@_=<3$LQv18KR9H}OWB*3)6|MjH1(z>?5nxP_pE5l=O^P-Z)xlFgDO>vfX*X$} z?rMSYfL_x4TMM@gRe*{@k#FM}M)i^+I%DG#mK}=E^rCB@4#9t$pqGVHxB`poK=u00 zLu}pJ^@x}HdBZ?~cGPzROOn8JFuX2iBYX?8rRy74{{J~j(hX5JX~Zi9JvQ~S0O>CL z0Vqe)zg2xg!>g}*Xv%eRhg$lw zYT7}dfrb>B>h!&LgH=a*S6!)}`?-~+OxbROAf#h#wDk#mBd4$H-`9@bTi+^bM-MnR z1$ASF70_3;uJ;mzvaEyzJp+R%NFS`nFv%mdM-Q)IJeDr=a%~R=C>KL{8K_j--Plh{ zXSYt@ceAaFkj+(p5r7*4AHDbN+j}`MsEi!HPT!%A(-H~b?9Wy_$_6hyg^3>5rKuf@ zvohNrQMj4IQEaHY7?pw{qgaGU?9MqwU*i-c&iy##!7lM(@?BAFQk(U^k{7 zeMTr9a?dB3s(~MBC}=Ob@xTlo*frhH>DO8q8o@g;ov2~(7@fR`p7)=hS&oZ(R6K9N zd2n8$BSK5_n+N%+Amv<(@m;T^H3Oo?jg7TW80UVR-@kdkH<+0^RfKGmh_!$E=XvtV z8&}nD+E$4%ugZE@qN`XTcQN6{T-$+P>|S7W|D-<^-?)u{rl^tHkzao|l&jDdiaZx! z(|?T(ApP;g#Lm{Cdd1pcVTQ9-Wy*~N7Zj|_!`oT}RVh0X4=7uNT>&x7JJwEOUV_%# zkbWc^JI*U6QLvFrzMs1%+Pat;vV{;d5}FFFZ(_B|`w|$mE`Jzj|UafiDYefr_;w!pLKC2<%}QR#UkIdcp2@ z{vTkt9XKL*%CokbMZAA(c@BoBUiWo^*9Ek?1nkWLW92vpGtyEys^Q?HeK2&Qp&?3# z9K_mQEBDGN-A!S#ddCUT#+3f+yrqjfP7-1D8rwCt0xO@EeN> zr3GV0}28mN?E#U~p|GG0tzG+b3$Vlp2R zbD|mlpcrkxN-Xw3Sy;$!N;S#r=_y({W@p5O)SpY5jql>5@&2^2F9j649M;8PZxjE) zZoYq*9oEkSqDh^7@tO2kR@z5sy4#216P8Q9;JZWe{G59LHgUyo%$8B5vohe1S0fAX zWT6qyweL{YgIVvq`CofIN~dr#vL5$C6D)4!_}>4zXu_7S@UQ0R3#j(-SfB0OUYl9N zkd8?RS$nO07hA)Cu8tL&wX})R*JRZiuj3u>mW--XG^8RUVuUKAyZJg|Vq(CDz1Giy zl-2V7X6PygUOF}+kls8x!U!L1xj4L8XWV9rsA9feFb*=S)WR&8KVQEp)~Lfi(l9vt z>@#^FkfUSw@{yQ!C4o4hd6!6oDW|vL2H$!pQva0Wtc^*aGA!ggPXz zd2J7kc&+jVz|-H;RUNK*`~p;RzP~Wcf(Yhw68wWuFH&)ZS@vO`!i!^F*JsbNgJzeK zm&7!3>sqg-Ngw2igxa_#c5YCT0DuX3!ButJnZQ>N9jhB^5_i>rTN+Sp_)giR`WZvhieG7F+4;Inm?E?rtr*Yo~o;r*?grU>2x z`^}_u{}VvnR22Ns%^^=9@e1kP>F?8~G;TV_nqw&F+mGxCru$7nh0+OfCMnnDF{n&C z>|1tkoZQ$OzfqlhYI??1l*kS2nk!vIFW|2^l>X?}qkG6E2lbMyibJk$$^?1_068sG z5BYeK3DKOiZWAuRk8xHfjeG*Fn~PYz6yQaFp5XDlY-~li@|IKcLu5 z^Wq6p$o*5uo9WBBo6bcGLeelQp8XrVsPKj7dEZ+;gO^>YJs6dh-PYb>pF+#gA^M;h zTIhMi+wbOk9$kBgM~&#R?MqB%xbd=>1Xpy{M)4HkwmbPcIGbxrnaJiD%lDdnRqXzk zsWg6rQ>>sR8S+ynahjBzZEVCx>sY$#92w4Oe>Y#-ialsVYP4o)f%G>mvOd8H{dmkc zY{S@kTV>HjxAvbqGfn-`FHn@l&@H0Y-Q#Wc7|C+|67Y@auY>)f2ZC z;of&1B*zZ3R{VAz$&0eu09vUoQ85V_F^NUGexz|I$Af#Zd+Cw|4R$&rSL%7C z6C9#WTY4u$0=1n)1Al2kab|eAHMSPTEJD z#wos%Qgw);AQGn_6tv2XzLY4?{!wJ|-udF{&zA*td0~Y@WbEPbO_UG!c2Vhy|BcDY z)GM=JD>tPc-8J0zvB{3pU9(W=SlFrmYH&hLbz3cN`=KqL_OP`bQNbQA%#K#^gh>@z zz!r3cLSV!it$js4F60;qvQ6lZnAmqN(8j9t~tN*EYhW zuLUPh;}z-czurIjjQk`H3sqo*WyGYu^>=9XfcDS!Th77r;ft&$G#U^8vy<9qxP8cX zvwnpY0x_dVf{x-2Xs`^+{h;MM{Isd@lu^aLGJv=3$nh@-(h!7Tzuvy41LX)ykd}{a z40J>WD#v{2G`Ty@qesKt`XDbj8cxVoB?6p=@Yue1y?cuOLB-9oN^lE6G|MVBzwDBS zSa5y=pKQaY9&SMdHGMjLx4VmN2Jsa(gBg}OxxH9V?sh_nwO3Q8$RGDllR~u)4?k80 zU^=zchZQd2u-6sRqA%aP1eyVbyw}4)sAo#N!?{AJ-`;s`(XBBPk}mbA5RzujJciFJ z0~Y&Isepa|{U_~wg7-G zN4jE2a&>YgxP9&0zl|42x)T!X*f9C4r#C#gO*!vAjx_E9jdg|TD%$`NnYWi*8W6eP z+uJ_g`%{2PBV-T$%@(TfEj~TT%5~w0*|d?)$edGbm&*Nook-cN=F7K2pEG!C(q`>7 zomB-SgV?e9tclL&rs%X)-r6ht>Z>ZEM`Cn00p}XzmjqpIQ^R0ZdE5s2IX|rlAQl^a z@sq=BQ?ynO3^x9e;D1Y9ajILSr@7B0cB(aBT_q5des>;0o8mLiiQoyklEoI>TiQ#O zPzNuqLc4|lAgt%c&K-s9%-~^QA{LfU+(0z=HMGm}R{%tFNcrhJ+~W>7^Tk_RiuO|@ zVVo?Fq(x6Vzbq!6F4x)H{R$e$NGyZ;Q$z-Ng-3t>%+{siFY}Ii==3YxY!C-x0CKGB zzeIS;qP~^TwI4Y?gqY&Rp1r6USFJ6s7Qt7?2iAKi0-(%a?fTKNC$)^!kWFd&+sQ>?|A%c~WMc9=%h60@9D)I$ra3E!UVa1`e`+<$C0HZ{m`kI&yo`S+#c&a0QoO7ca5 zD9NCJ&W&O^nYJQ6yv&ZBP6D#=K4XK8uSTgUxFrLYe(V1U_WOVQ0Vq8L5{L_I0r#B9 ziMU`qR1#N7vrhC`iEjHC`yY--5c}(Uhpzf67L3pKHQ&nfEyG69O(l6yO&}Jnw zRsfYjX2ufSCz)nR7g=SQbSk^PyCW%^W>^758LmUsNu!&++*)eW_|65MzVTb) z-+wcT9RkNIK7$mOLcWNhU9!w2SumILbze9`J7tHSZ%9fDqjGbr)KY1QR7r(Xv+&O& zsArZ+;}YDx(UxzaB*_0>sf~vY@#*?y23!!q$u%2${J-P7=*sg2HU@KAV7?qOIW z5CUJEdI@3>{F!fmvB-+G*x~BZoV-KaV&b1dAGk%)iNr&EZn!-j}rzzeEvw~CiUJ<5$dKpx##)EH^ zr(_e-^#bPq28@3PWK5bml1ze{yP>yO-s1Iq^k=w-rB>Y6ZI|ecTI3AMkN-`#SzR@D zAuvc!`+m!2lFOf-XBfr%vl&3qSCucxgRpcu%eg15_+tX;+%7rD99do*X81}rxurRN zW^u%0Er-yerb@}OK9`f zqm;{ab}>;s)%S~81yCH0mtM!~#q^5iQp$@LTp@ekJqKrl8rwGn%aHvo`1r6m;9Tur z2&)`TIA01E{p0|&m5;V35bB|-rRMQMFzY{$PlUbKV&l7+_(PD4UU!aJ@^~Sv=#HZ8 zSl2-g%{xS!!U~B9d)qEyUMvin4SYD}7NhJgliMj-3GmNzCWQ<~7kwnGP%9{4#~^w% z_>_+VPq)bF`Uf&dG?3H1_4k!Pqg_ne)A*od8ztNGN95eQye3mgHr-`zc55&~jn%3} z5h43WWJ=WwIAgFt`-R%_nH*;>Ljd43=idW!jmmOtceiQ zk9F7Q0nG<-z-P>Mq5O$VgB=a_NHb>_xJhKO5QV{)g1apuQU~hH{<$Zwrawp$tsg@$ z54P@>OxOHQhJ531-dZI+6QgJ(Bl`d~cWrEAdQoU9C}lXW)#XwQ)?z_p^$*khlQFS3 z{GB4lG^n!GEuprW;tnxy7iq;)WNAN-EuX?Yv|^6o>>?doWI`rhuKBWfy=1Y}W+6KU ziUzNm`c;!5cVaaNsrR}WQ9lf|JUxauFKlUTaU6_*!y$Q-nPGRhWlbGqBg$!D8Z+!t#3=a6n0CMT5DAwEWx3%b6Tkf(-r{Mapcxy&}cYSORMM{9dKZ zB2&9sNQYWTZp4FMKeLEaD7qj;-b%_(?$7Ygon#ks zKcoTxY#Ds%oL9r4+ksa^B_Fgf&W9Y5d%7G%C^NIM1g0Epep={;DI zP5_pd1~`3yLhfVQ?l*;Q5vXhX6~^I5hJzz=mTxU(7^ObMBAQHv^1Qacv^EvvwaMKI zk1XJoDpI{ro04MJ^}6_Cw}^uOy}aj0{oiplHWMA+FZ{OzSpRuLtue<}#b@7y;mxG9 zPvKFs0x@RJB7c6vopSDAC6Iv7vg`r))w#+$Ajx1f7$P+YLc4HvDW5N#gy~!i`vkxN zh(C~5aWU48BN_(H>Xu4b^vDLMV^}dZn-vt1W|nB%SrWS}KmCKRz1BDW?e3(PRH&Xw;@l#UepyVYuvGh3mPgjl>_k6!z{tW{6n3`^W zoy(S~V#rn~q=;?OFGi&t(~Rp9B2&okeprZXk1*Qp{hEI!eLi~7-jm{x#nO;bZ#!OJ zSI52SfSa|m8)rb!qUw(mv9&_Sn9$AZW+0mrYXG@jd6H;;voR-^$(1f8ZDA>hUs62w z{kEfnL%U;#bsb>B`@^+(vGAqHKR!fqF%&E-hAGm7}YO7goMGnbD)Pc*fp*rs1!UR!iJQtn_i)Tj-sy5{P=T*V6xdFb<0k!4u-O&$;Lu|JGCV4WK5K4v zgB+&?JmOCFIz9g|=nNJRREVP=t{?@Wav=)WN znRV}D)F|B>=FM^%6xAK>aBwQseMqNG;TG85Cz~36Xx_G#2T`{~PuKgRC(sLmQ+6?f zLsMHB6gh(=C_e?l2)W{8^A$>KuZig0w49M)jrXst%Aagn0|lTsv?St?f%8G~5aQc=|g zM>-&K3^ltW*#&o%+MHsw9$a*ibdyCuY*;9PV)jBw==yRy;4#BOIPNtAwhBt~F?|QK zXl0R~noodlo83nVjv;%M_)^)Ju1JO@MA(fKGjxd0s&%ZuYXa;c7A1tkeTb`Q%w@M2 zC}8RWpgS?T{Ohj=By5^Qm%$Lh6S2JAPXvol4SBr5N;u`a>xi(!t7PmfKZVq~*G37s z%P-We1k|YE1ZRupseQ9S^Q*|DWslJ>BE%k+%h6h=yud)&nzat7$cNovTga2(ljq)8 zNeEruygq&aF-LpFsMVL@d>k1ZA(qP2I=|%(US$ zUv2oicin4wdifdTH?om>gd)}~=AM~$hA&}Ek#4251Yjl?M@GmiW?m_1&~X)W>4tzf z?_9~fdJU>Ah+u0)!`Z7*kDui0Q90dnqv$6b@~7fS7hf*3lm&g zB61E3bUoc2tNa2;xK+4}Mn1s-@dnl{_W}YJrGXDn=tq>?#`B}oZ;G=2G_M%TslS!l zv?Km%Lcnn;dH&|Vfdro$pohvuwSgaz9^pDoy?TIQ4UP)t^>tx3Y1XTUQ|p{=9Zc;z5iJT^5&hS>Wso? zmbXHp)SS8N6JD=9ohv&)jC__EO6%;^`#JaPzV7!wX51(qlE%J|+!{-k-QI34^rfhk z-dQ+TyQ>dXTRXH@3W!mb%IU6jMsgpt^L3_;r&DwmEkkC?<94^DH@*G5U0r_C5>^K} zkVrTJBQE;bN00SQ)y(OqO$ux4al*eQXA!RnnQ6 z%5w$Pe_CG^cBO>jDbm;k_dS4QDk!VD?hlUNCnrbE0cz4bcmGSz&%3p!ndjVMxOL~r z;rQ3CZ0~&8K@KvhTZGC(GjHTn$}7QiQS7h+>sN$=m2Ojsg0&OA3qYV_zl@73oL<(j zqS81wHkOkZo=UV$(@zK^!1#U#Kw~eL*qPrR&?d`SWLJ4G)-vi)(Qu1Aptae-o zpFDa1)D6l~g2@1*124(_zKHo4Re9r^Q4&wtahyliMSb~%M7qgoe^gjpPiFC+P@-V> zZLj#i?Z5tSh6YPs6o#%DLIZRZFcJujUgE0wX5knI17Q*2C9wk0*kJ`Th%fedl|6et zi3Fu2VpQBMj;^jj@RBZxTB`=vdY|S?OY6-$|Kr}|43=;@2*Tyr@3Z~oj|5taq(-@8-=}f= zvMx;`nP6m-1d-iL!ihLIw z&^X}j)ucC&D>g;P%;>n{XN>yC2?`VT;oW-lqUbUcEpwkzU{Pu^RCt17vj3^I~8_Ba=4uQ?pb z3mPmSb2Me=V(AM6hd90xIYGS)cvFvqFDp+&_uY#pU&>OVQgWTx`I_CotrbF3KUFbo z-UYo@Ua{@7K6)XEn<3N>7WL9GeIja&|9C{rr{nO4^WTTEM4$f89zjX%QgP9(g(-O<{$3oak@4v}r&D?0?XpvbaQw!?%2J)o{J0!YLct`P>R8yN<~HGiuu|l8TDFRZ~F6Fm9c1RgAuonPwj|l)&yBm=w z@y%<)ejpDSCo@F8X}-np%zy$`%f|O9pCyYDV3ZHP?ob!Wt_PJo6K;{7nW+@= z1<%$0{a&5~Oyvza(@=kvKzuwyay*0X=3SBs6pP1gf_OjjE5Mo6w=IdX$^ysFSxeX6 z67efCUEOdFbeTr7H|>rqeE=dDwrNo;+5}-7D~6miZzi+K9_Q`*Y;mKIv@)}R%Bzig zObGU~=RFdYKvWnzLDT>2Q$r_%*$m4t;Xm@$U-FYP-KCBQ1`b8w)lK(@lzG~&t~ZJ4 z1{09`8i^#3xX9 zz~4}hqk1xiZ;BZm?z2A+!8#*V;q#@fW!USG`e#uk4lE|ChmThfQeU4@62rrRZVBVO zvPIKxwtin0O`uMdjnyhgPE{09iFK{UCu@4uZynVEuM8N}u*q3($BxD%hLhTyqx>$< zFFP7k%8!W~dP#1PHIzwmNb$JeB>e+o7jpDbX8(QLFNz3yM+tr))sRAJHH)ZHot3)< zFG3v~$d8l2^HCg!c^%&giOO_;-2J1;98l?x0z3|C!|OqWJj@SgY6>VhI^>fi-@K&PcpF{(nyZhU{%Y-v zXZAag0Fq(}=c*an)RwtjTj)+JqUhutl%fkjXP~s)?mfvkI_=659bJAeI?6$;ydtwW zBs6)qHWT@Z3pV2AJy5x`=ARF+bR5Bci84%^Zb~DorzqH@lY9spJ!8amcAw{piqX&t z+krm#p4FE+@Bo)tq}9i}u*Pu~Y0j5kKXsUb*j=GO(MZE5-4RjS!h%d%c@S0}e1SA0 zYlr4x`1yY4Rr)41VqaxWqpn;AVE9tqJgr4qB(&z!2%4oBut@eC>fU%+EBNupVL4hi zUH?M`Db#26)q8q7)!LuaqLVb;_(u?9DYAzm%ehefvv<;01RFr}psY@10A>6L%2mZn zr8V-AQ|sZuOvnWX)9fMXc~bi_X9jPBV6|lw_5twgc@^U{YQg3PNkk({n}Hzu8x2QP zU)m)sre+?>1LCcjmy!G#k3cCX# zyTFnL3K$LIoLB^`#Gkm@ctA}eOH9ObUGS@e0g8GxFh7sP-ih!2DC}~?XnOC4nqSCw zG$y#Xu9}-b!Ioe+rNoe1V}g_$^G<{2{CRp0w}K%!H2S9&UwiP2uux}F8V^CgA}+*` z|BRt_7)93chjtZO*DZ#jUDJE@RXRgIaE;y9PdcU79buaU+ze$;P?g1 z|5mhSRj!`y{hbF9b%WD|WxD1Dd<4NhQ_qQf_>fsVnj!_yTvR zJeu7xs<*Z1(Ye_Dm~rJBY!qF~zd#Fl#Gy!)z3q>7Q!A_oDxL7UxB_qt`X3qIG&7t2 z?!Cu*s0QJ;y^hx)o4#2JvQyTF^-u4er(9MJ>x;2(SVwHGWD%og`SUOHvHHT73e2`o z8v(I`S9^Nr{MJ~M%8k2*0&DE*a~xm4OwqMR{Li~06odLNf>(G&#SV{JzD>My)21mx z-X9GfZ_DN-j0{^qAU4{^uAXLu6CI&zuXB9qW-c|P3n9W3R8`E`T<^FKWmyrJ?~ulL zrC{-62b z;{pw#h$z6~arx6}4dbI7b}<0Qq-)KzSBUeTyF}jA>IdWp+fs8P$ad zDHLqk_xV1h3ZvvCKB)5iUsSyXR8?E|K724iDN&SAQlup$1Svr!1*FfR1nHEL4y94L zk&p&SNkKyC29cDK29X94B>rd7e4fJr*b1Rz1+A<+9TH zSdOh}V2M`*W)lr9BUz^E=mw1saA#X=3V3|G5Q9Y8*pK1_HDb#S@4aWdz( zZc(EmwiU#R`0ZB0KUn<3cDk)N&4FmFyBfoZr1x?2%wL8Osl#50Kl(HgN~|uRjGF{u zeW7c}O{B#d%{3qi9xhRpoD+FX_ z;u~^B;xCBEdwvGq`wZ|Wp)Q%qV@O38`WX_yJf5Njv2&gCgx%8)WJ!f}WyrQz@f)8v z8DOK&xrVQTQP89YKF%$B`d|2I(Q{$es&kYFe@Zw5KmsNnx&kH@+l?vBK7ms6 zp3`#L;v%Hf(XY$wk)|wLnTDjre4Sr~4G4r#@7zj4$_(!Ht}Bp>%E<(kWC?e9KIgRu zYjAE93fNxds*%}BxEbjVGa76}wG{v&JXnB`&7h=;CZ4I3^mLzb^prh`Y-)n|E`U3z zY_3@8`CU5yw?g;a&t@Li!aCVfi1^)2^*<_E%NroLer`Z$y1}ipJqD~yM=Gp*@2uHc{p9~=|)EoqeC?QIusqyT_IX+-PDjMNU*?=elZ-gvmS73-X>y|$}L0U2zKug9w{|JpcwxzCV z$yULZYWLbg3@!NcR^uJ~*uKBixZoVVd-o;#0PX07nWxtJa>W;UPIG)t&KKwYo`c6m z{QKckdNHqNoqRv->~{{Rv9~mt#Tf?L1{VYM9HpPV8RE3Kx+*ncR)Ddnje4Y9<&+_r z-AmcqX{WRD_ly3QTPulz`Bvm{)W`KFcWSG+JCQ`-I!R!e1#Q&$E>$ssF`3`$){9R` z{`c7%IR{Wt!@uH86IeXV_}&ibj=EHtOBuU=SY5CINDL(v#YX$+Vg*Pjq-61)SiNF| zSS{)iU3iRxK2yV}Z;uMAzc;3{v$KK*+83VKu7ygUPP@VBKZ;@-(d|g17UsCPxMFu>9*X6Z{*uQk z4@KNLQmO(IX|~DzBL1$|dYCVw5>_!OQ-VE+xH?d965V@n>BnuAS=p$wwS3GfEhN1R5PhwO$`JFq+Hb-(k|dA_OMUvGZRfQ{KD(R-4-8jof`W zJ;4Rf(;6w*P|N=YYY=g~yU|c0o;P77Y1NK4ch4Mehrd+R;_gkz=SZ%0nPBY|bl5!@ z`2HLI$;}%!teAI6xk+7$Uw!nltMsZ-mb=cv$+zH%(-XZg5iPJgVq#+lheiB%_MstT zp|;~BLTr#z{1#jE1Qos9))c4a{qka#nCRRwh)^&R8gzM{wK_^@$z@;OKB~x|)}vvjXY`%i!Lp#o zvam~VU3!lgrO1t!>|~OVrAPK&l*yYV-cCT7MZn*Xo$>;rANO)2`z;7x%R>2nUGp2$ zSg4y^fo0y{)^jCBO3Y9=1&*5Q?p?|K8xw}V&kY7yN(@V%m%eKaPzBb86xsFs9vc$zJ{U{D}B1P}Sbe(C2j ztRiDrc1uiZvY4Bqa}%Kv$i1h(Y}LM#f@lrTP^dCy2Vm?W7KDQqfbrtL5+*SN?*Oj zQs$F9J|?Ja==euAy|~}uXWPYc?7Cd7knsCJ()Ea5`?3N>r=N}m!vi>kH2N956u~

yv-Jr9RYiRPk#>QhUL1YwVO1p+Xm zw6P&^5X*7EQ1LMNnxo37VyANSTPW_P{B-_HWG)ROB^*63*!*(eEXpx1);XJ2Ff<0v zUk-EE!o3Uhinf2W@ZKNgd}C4|0aP-|BvvW|P`>Z0FGw68_2W1GSSJK86o$NUFKixt zNkh|LDa_|JGC1jXPLNnBO4<08GEqKyW`0BFcmn&3n?6z(i9R?8k$*phqDfI%QM^E9 zom)Z+67N)ue-wZ&QYv)eLt9(6BeGg{kw&GtvoI09wz)r3u0cyehxi9#>Xq_!GqZG3Pp{6FE)qCk*nRJygL3(6n;cA~I zZb`t96kk;ms*Z*Ubq)^w9B=5dPgs`%B--otzVK!r6vH)?W7sJI;4>T29hlJRx8?cp zP0StS3v3kz8oGAwl$*YXA1*~q0fq3@g3oZJdshf{q?aw6)1J%t>0mCei672QREoOh zarijxu=(xh>}5JR@mB)WN=Lgk^k9aR)Z%qr zW)@beTgq>(yjB=@OA=zue^fw0n~2~jG&cg}z>kcYmDB02{i3|h!O`jpd6w5qJZ4N} z5*=EFc|Dzfm+u8pgHHb{(a3os*ch<=F$FO#yc*p`kw{WTreGrz0OOT$4-{fG1S^1m zs!CzsW>QI!N{Xk64_RqD9&gN{ZS4Pg<1SLQh$866neY`UF!L1{_D2Y?8dhTES?s*6 zHfO#o0^rhfnGB~K!$LD>=Xj)4Kn$1bmqUZqKv307^DfI@R88a+pfmqB7W_t+vr(sFmpQi5NBmaU!1@Y^@$p$VwxZR71i=Whrk2Wv1n7_XgYEhxKXh8He z=>Nt^<7BL82oJU6p@@fulM5z1P|bGi_}UIuj422#=375lNM-dRg#ydJH5#=G1A{Bc z{28uJ5mugkPRE9j*%$P*_nAH0`+PvL5~{^(HV8iadrSEe)hUSF=n6i*QYRd|qFOpy z7JY`GQITGK^~D&P_6_#=X9N-%eB$ys$i4R@ifhu650F~z|d z)uHDdqP-FD)zSM54#rOk*QRw&m^?Bv!6v3g58wLp1J{eB>}CM!o}rSHU09t_4$_PMd>r;4(jeUTK&TX+Tb zzKQ_WqizO4%ZBLNXWzs}-SsE2eFqzsf!N?~C(Dmci~Ly(!xGhddfeGAVQ{~CMi}*% za54=7b~m2nm@rGtEBXYc4a7LIBVVAki9Wsl^V^ZS7XO#?{N)v^E+qOk5AQuH9;4<- z_C&MyBIe}X89I4W--%%>?d_;B?RA`oh1VAzhZW}!uVilA1gu_Xgm|@u!X6T#(hKmWOSNPZO^I&#V`Q)a*fUQUfC==(zmrx~?EzT8|I<0cl0dMZz z>~Trsy4;Aa9_jGAU+w=Mx~M`Ri@s!fHdDa40}cOJ@N8EQ;cH#BRu!Q5U)Jz zb(zRpiM5PQg>bOkW)j}IvY&LGyM=K6YmCx@S~r8frOnBhyg(bB@a-f`<v-0qUg-hS~f0muvnkFZZ{nki{%Xq`H=2}VxD#Q?3RS-tl`ab!VPE__jb=iE&v?1K zTrfL?c_2h}6ZR36GA1{oJ!)9t=uR$jvQf>jj#I)ylV~WK!+KZQSRa`H7?Eb49YTae zQ7U7;Lr_G+aR>hy4@K@Om_*Hrv)(|gBK`phV5*W`+bI5AS-LR{bHUJc3ib3lv8f@w zJnlm;*rFtf6A}r2xuyf}--?6Lag%2k0?m25!k0w9Ox&Ax|-pvMsC%jE^uOiicvwnzT?22Y)-44X8?3K3X zbkbed-CnFG^-lgAtMmN%(}8^*_pJ%T1MD764Op3G6c4g1Sha^?9J5_=ns_?_>k)t1U5O(LU?UWIN5o?3}1r-?QdY(Bn>@sx$86JSq6MB6Dbqx`NoheCPEO0)Ih*d zE%}OcF2?>PcW^G3j5W*6m=JCO0WxH6F<)+CalGrFVWv8VjD5 zqPPCnZU@8$U&LS@{+vQ+L`8X!WXz$NM@EFhE=6~hLe@LXI)5=gc7)gg2gPZHo#*(+ z1(rmvN$2?seXD~WZ%CIC8Vf7GwHkOY9#C5+%Vy~Ql34tfZlPu+e5=7PSlkvIMAPhb z!&xoOq7nV`Z;v$V*u@Np`wCQRTL5189EYuxW8fcO_oLlilT4+eeRibw!RpWt#0_w? z&-Q2rp2sMst4&aL)(?WUHl&&S11*;A)s4FfLc-MsR+LJPNDN&TO=ph@G-YUaE|K|fXRkkcs2p4x- zb&6uA8zCcXg-{5B@uVr(hiX3&pSs_gTfX`)3md-oX0Xa1+yZ;J;s(IDD6h7lCqfo{ zZ_%O+AK|=bgu$>j5^4b$R*T-x>^O`VW|$QVQ8qCR8l*J9(~ z&^#Gg*$oNND7}DUA|sar8;@7ON{8w zD8UeTS$Y#NV;t62Y6T@y4_?h{}E$QO-kt|7r%j zB@^dX{!J%`f1}&Kk7V22SDn$M&T4WxHzXGKu%mXyR&|!x*OcC_8)>Gxfcy~BPUx0| z%=(;SlT>E~3$*VZqt+}?+wr$8o&XJbRD1T{BA;3xp-xqRG-{k>I}7-%CrLsyYY$qU z%(p>}j$Ynhrsu5JP#7;ltuQXINzCX&XO*WAkwgg z8XUo|JavOwIi@-EF-7^$f9d9hbp}^32kKxp%(eM#HH8%uvHeb0oweE$begdc-sX(xaMr-Loh9QkJcvtrn-T~n; zCv`6xIW7Lq!a=YQFDGm-r860LAB<5=QqMVy80WUY0IcQE5t)$K%D)RyVOgS2+bwWd zVXVIpcw_Xrkw&2%RQGQF3&C5U_XqaJ{MhlH#?gc;NGKkP;DrMbj-v6$+Ap1vg^IS) zGS@6V_q8r{3GEV22?X_+y99+#S*8?zT+>g<{7z=vQaVrH9tcI;CbYR1kbP_&ZoE9W zN(5F7=DgbVWHvtqR#xovP@}&Q*`rSrFOHskny{)IgBf5P*{ZIYu%g6fLXiqcDB*Q@ z_k)8}a^}~THL#CVE>5{Fzq`NGD#n@%v4g=DOAq{NlCc+pJ=?}vvyo?#r2a}gS~z4+ z=*}W;*nbQ{u@_Y<n{wks+vw4Oed3}P5{ ze;f#m+^#$)k!1=waA%SB*lWZ+)0~Yyh)B!}QdmH5UED3t19KJQ$VP1($53ws962h= zFIg&YM=u7liMeZqkuuzqN-5rVw3WU@Zre6;!UqI3&NZ-UL!1zH3Qcr<&C#u;XeTXl z2@E3uX55t#{*;*PJc#(q#z=hNgkA41rV>dNg1ngTZMRxpbjr|lV11Tctd^%icdCkr zq3g?PHACagA{ZGj7%eb%S8ioPT0e*8GyD4&A~b+vtP8uW3VKGrzjAf&H2^3RNm;qi z+A&Q;v7T48(}DX$?2M^{26DyF>8aQ4MCeAnOX2j85U-in(U4W4F>Mv zM`*Q*_IzWrZ^4+s-DsUgwYRLLTM=!Y6>wwa6A zKQ=Wx2mE!MBN!zB)`Pd<8X{it{-o`0ORfT2UKPE^}|gr3=8wry;CYkO2-x#3KkW+9bmQ*3#=8?;J}yZxQfBd$jqQu2D^%~jn7`T-Sb5Tz z`;|QVSjEk1?$=&R4^~8A3F1gxa~|cjxE2?!^eZ(lm#zn5Lw|uw0`VR1UE{=86xV+{ z!f0$Fbut)aopWoGUJQlj-K`JMBfC%GS(vMff8|Fb1DPE#uUtEfbG&kj1fb(Lo*68_R_TZ@fUrYWAE6 zPcRo2vzTQ^qDYe)Bt~#}mq;Cj-E9B9Re2P7`F;1WRi*n3-%4oBkiWC`+OA#;ayam- z2z4G0T}yI~QHj@u&>=aWLvTHEfd1U&Y*&+s<2uee-N+oE*wY?hDpVgczfqpo+iLs1 zupKle_f3Ub9)KGizUL>SK_}Fw`83YPt&*uL9TaDb<^Pnn(t=?X0w)-k+48CP~{R>@NKH5=V7~ z``Xya_UTHca(|yyX9rPKxlpIBp~rII+oC+10-jI)o0|UIUEgb*J1LAlprCwPtOy*% zm1%DCH*`J_zqzPKFuI?#Sr9EWue>aHrd0^mb{HBKfsZ(@ldic4y!jlSUv{BRtT$%p z@y4Y!dLJjq922O&dOIvfKi=~-J}R1Ll7Kb231Hwz-5rWxy0!iiLspmbN5g zE9S}3yQOZ-M=Gx&2}6m|CpAlKZg9Cp*x5OcPzpLe3{Qp(=gNK;DCEJafIoorbh##J z{CrA}E9|Q`1xw*E&o$Wwttt)oZ#!LK=)I5_7x%nSTVaOnAryQmRGg*PitZJX9R;*o za4aIQV&5_`6+L`?co=>ghV~@VdpRUeQ&gMewdbXk9P`oZfEX~Y=46xk6OCWC=ub4iAf41$QSTe()A zVn|C#8VMx!`#IX%U+K7?RlDMJ3bm>qY`d^g` z0P=Sb|9uCz3ViV?AH-pbRUiSQm+XpS$qORcFyqk%HUT57H~fUX|Los0HZrRH8+Ee# zoMX)67<`s~ADt_M4BK~445_9ETZFwwuy>nae$T(Q2Qcdk&=t@Z-LEqxT!_Hbn55E) zFNk;!CFX~`j?5AAfMu|z+wIh~H+^yjF21NsT})kPZ530@*!vj|{&lK;)D-UPAHE#|S##3_4%de}*oY7QYFk%ZZA zgPX7buiDu^m46hXp04<*{XjpnF3S18DSdCcL~0~m0dBa+@&EG|K!!oE+k=1<6e`TyS{KV#v33f~ z_-4&SaQdsMxVv+C;4w_dR(TWtXBH#!_J=ar*M6*nd3Of84)?&=e^p{ndAwmZ<|6*( zD&o0tSE8r>M(X|veShtCO7Fq_umH&t4|q`6OYjLWeL1oahKev!b_}IvIMxodtlfvK z%rLpUiu+T!pd?}nX zd0+k8U2hs@>=4uSiZ1_-_;E?&&1a$v~^~OG#4f%~@j!RTAB*2l%~Bz>H}GCDpu`|664U%xA}~~T5n=!lXd|db3L;E$Go@`N&xOx>E62H)@bEP zJm>r`L;8<-a(<^5mIpKRYNd9^XebnQgdiwSweVe&rafA-ZJmDp+y&5qSl`U@FL2RD z0-H^1(~u%1bh%{l-LTw)v3dpH`FyZ(q`>V=0x&-8^bbHZQ;mPT<@2YbNO%uUiNW7x z1NW~Ld+uhIW4x#A7PKJEPC+W=!AOSO`CRSz=l(5)R}YYbsOZ6hC_JjS^CdKs8Td8v zXnpRodo1vK3Tnarh=??jNV9uIc4ifP zaVw4{j1^bbjzZTbPc-l+BR#d^;t6fRO3?U_?X0VrFP3-&C2nEfLi27nWDhdkDJPMA zq~16gOONR(Nd=1RQ~CR!=d!$%0jI}Z+xUIsOQ6SOO&W3qUL&$NQE=7O9Ic=26==4s zpk2F`fVH^b0honuW?u)Yx#P$08~bOo|5R-S7XE?pg1<#|NYA4ymdp^{0f#`RpL{UJ zK{=rI_=)%|AoTE|Up{sl-wzqJsrLugm+`<`u-8UwIHXRir)uM7IBB7qEteD9w?Ws;=pg;u*Qb^8Y zyUG0VH~U(?w!cWA#d*tq9vw7EGSkq-gRu2!$n~K^8J=uJ3DL4 zvdemn{A-6OPz`q;+c`Ur?n(lvjH^f1vb9yB-UZj-y2Wo}PA)#vxrib=|MR&-(cpUc z@^|uH1Y)8fu$roRzV9}q5boE!?*4b=?5Bj;ab&-^*4{`gZ!s8w)2fj z1t@~MIN-lYp=A=V%&Qn^!y;r*`+|o8t@}$5dSGLqkx&~CONsp!*!w%>%d&%|dPNb2 z62K05eY>l&Xm2B2Y@ILi`C@GE$$^V-AW0etbNXo|m6^Q-`QB zrB6IP6sd&?{Nyp8)Eg9Xae-GbaW@dzvPz8&_46Zp0>ITdX{s{M;!@y z&vK84l9)n53}l97NnPB7WW&cLI_|S3dPXk)a&^ab&+9)$z7xrT@XZ^)w1qP&uw^%( zaZ_Ng?`OmOHY`1BsQCy{&#gZ*`oeCwg?Xb%5c;}h?(VXfZUr{hOfrFT%}e}`{R!#r ziT{kO# z;TF0K7YBs_LrlsO71-|VrpM!bJfT=Avl!Nd`%JB(Pv({yWA*d>!_edPFW^ALg{iRD z@cD951iz~3a^Xqc&bFE1B;+~crBw2pz}uc^ko!-ZbIdOyzod5H%)U;BK>5MbXWjQ& zN?kSTZEc?al~1U5Eq`(Qsl0vKpFq{!EoW^3qY)txi?}X7)}}sNBA$^MzrwQj<4M%_ zM#!a+-7z$jIyWW!#`B|I*-hEe71vwJU|hgp02R(!i_px)B@8srMucl%puU}pt{k=T z^6ypaZMg;*^Yh5!cv9G(G4a!}CqbIUr52{THhN*psaA)>mk|f0v2RZV88=rXTQe^b z8F^&!P2{M~3x7KLve2!mw~mh@WAzVFCTuN*>c=>+yk(Y(UsTN(6X~DilAhi+6*_-f z)=x^767XdSrTr zl){8$ts^q;YWhPf-vj+&8$@y!c6nh>SJqhaFMHxF*m@LIdQG0gV|}dXa5BY- zJ(PO!%V%4f{-B<#dpvKu=jZ1W*CBP73sP_GJ2;|oR_m9JF|fRG4zAXCRA4qi4k-?5 zKU~jaj#T1}X4BI#^TN&HVW$$k9%pwG1o&lxCyV5Dw778=L*wtX;=-4)hyJAifzbB~ zA|Pj&F~qLYFNlt|^X((p9##;h*S;=CnnR$t8I`^8x9L+VZ!0$uZ#R7=nmTDRuW8dA zi6nU4=`h|akbFx$x+=t+i%i4h0VZ{HE1%|ZHSRu*X0KGD9G`W4 zKATWI2v9h1!#8%*J%8V+r}gM4hNo}U_NnOm|?&eQQ$uIt;iO?6n zRsjk^IulBlI-sTN;zK@MyF81%*j7=lji$xW=Op?Sto=$0huLX(+#Rkxr z`@;hIYl5Gj-Wha-;oDQMJ=sy8qvbS!7>k*{RfRJDIJIeZrDa;K#ADuD)OsL`wf?G! zo|_wllip(h2n?R`I_%?3vz^{@W?xBp&=!!I@I0Bcf-L8#=`-$qz4(@Kd4s={0yaXA zk9QPKHaNgXs!UzaQ^^1C)u}_D`QLV5&d$l_FS})kV6kU_YVIE#&g|YD1C7k!k!~84 z&#SBbWqe3x>f;YSdAc2}UzoZnn<0Xz$1fX)7wq-FrH~As!ozcT(Lp z9~Vu+?s+}M>(OymxZ|{DD~M~ZUI|xIaU*0c6oAwDhTRHDk{JL`l8j_zv~7Ynu$HIkUNTHI^746THB z^S({N`FS>Ju<1JGF~4{GpmTfK-yBf6e_8+<_Xn8!xkf3(`uh5GZ44D2X%rPelKbgt zsCQEOrMBd2z4b;`#_7Xvf^tV9(jpT5oSRUzkHBZj-_H=C0_3vT_vOm9vOP#HRLwEI zGdHf;`Ff-`8T2x6Ykz5OkyGR}x^QL@tu)e4x8*IxD(t5R+72|v0%79s7qM$2PyYxe zJhwL1L5tNQf&o$9`_kM=AGdn@JK;duBu7#m@2eW$^~)j!5~}6f6uy+(ITvT)QK~}* z9qpo#2m<)ow8)ye6Hqv*HO@Nl>w9D}%W1JEZCy;2FU4;W@tuq_ ztSsB=nF@>+2WV|ej%82ZxxjyGLgI}8UBNs1vyc4rAT&{>gz=TIlg%9?!yCCd%u@zK z1g3FU2XGb9!GT=xhzQ-FDEvrkL| zfr=^SYgW3a!FjZKU4Zq<&BmbpN3+*EG)~yh=IaO|8!c@I`^S(ZZ8Y7K-Ty;$V(9ai zdOg3Ck_xred-Y4kH{qyR0T-gHJ6nI^JBB^ix{irFOp?xBNY;Dk)bN48aKM;c~uk>k-5!bvUa~lJPHjI$tk}dMB3n_Px@*Jd$A$dAt^T@|ghKqbTXocF z-v_OBJvw)fly(2g9Gq5$s0QC^D$uznT}GhwMHj&{$gok0=KzDDP%iMgt=fCMX3a0} zHd;LF3>KAGAA}Mhe)w2tR8n^rq)nGy0VW8u^B!}AWcAJViPH-LT_yR02(sS5_yVSI zYEyg(a_#!{kM34v68|W~r4QwTl>kQ@XGK(S-kETp9#wQkM1Qqd0Z z<#rf(_MPk(DSz`%Q!aX{qYk-%^Jk)jyS@9m`PGdi=Fz}fFk02=U`4JL9M2cfN`@Zo z4q7Xamwvxf%Wvkk{?5}xU&~U5<%oP)Yrjh1dKV7`1U@Y`xsM0gqqXZUoe4Z zejOyg?o*|@@r7ySa`m}KTdyI2@D;{;GQ7psOfI!w#42s%4V=CXv=M>iey_awLFw|YudIOnLJHoJLc zoL#;nC>v09K#H0}@Y8o)Sk)a8YlW{DW2O3nPm>L`lMQb)z&&l3{Yx$WQ|xK>z_yU6 zxRlYKsBlfMj+t=mhteFX^OpGPlfOmzR%B+!ofU-nJST-H6Qr3iQx#-`!GeXPH5N>4 zouyjJ*;t(E3QMmN$mrWjNfi2;bW5oEAfXe-9X|8;tj5=va>+aes>!-^^YECCg#l0m z&aE)hp4vdNOtOoxf4e<@OClM>4sw|wfJgS01Ge+kLY7-H#6GTK--g z!#~4WykA(OWl0ZN+asYPIUU69AX^|vl{Xt>#`L?C8`pb#=SSP;kH7Q^1B z_1(}WnhtljtBrp-dQWj$83?|!!FzJ-Owbd>yBNXnQFLVTWa*f*$9?9?W?6Be>E6$s zzgxOI@OW5s! zTu-hlkqS$}t~_P*kQRwpJhACC?f*|pBF3bn7jwljHfBW?`y7529C*&VzWV%vsKt{{ zIR&c`T^V%0*c4JNa^UFdm?o%a+vYza#JK`J?Wy{)3jZMm9MrT%W&I~A<&Pg+e>ki{ z#JxdKV=*BCBYSSxed@xEGfRRPtG;@3I5=J$@+Qxj2a2Q3O)}LX6=5`#U>x>7+iEsP zEOzM#rQth%!_`NAQc;N3oWf0v6F(JhMG*_V`1h3OxUdY4tN$viADlQ|0^7n%}q4K`gBDal2&*#5~UVAzmgevG>39%!>xuV_Q z$PH>*77Ez_yd;Y_k(BGo$01$(IARx&XWZsics}EgR$EcF?mk-Dvz!8EMCW0{KdBOw z!49sRH0maK>;}`XR6#d4`A2uE{S0efC5t-}Nmv>XF&PmR5)Z5|MV^jfUV}Innf_mM z2Fkban%`` z-e}wt-CsIVfPfo+_faN!k5Xbv^ve2D`J4Pc8^(VY@w4x0Tm6-#@5fg3mp|<3JkKSE z;#(~3PhGqcX4l&G^E8hZ9KCnPvmRG?V@aiI`7lN3+%09G4#$yuf3pKaIi# zRMji8D;jXo83n1c;fisY0MNP~wS5 zG<#-thc;tNBm)k2k~!j82ftVSl)g8R#PDE-9o2_;^9|y11>y2NB|SAkyoBhVRPX1} zB^Gg8&rnj`sfIf3uUjma?w@IY5am@B?R2;Lg2#yueg~;(Zm6(IYJbHY=$emeLdt=j z$C~VMF8tm@ii+mBKvm!TA`b+9P{%n40>|O4I#da_)7}29K%ahrvL4>c?ao%Dw9BmD z6eAAC0*hC5>XM-ZVhJ(NP652_GHI?k^GuDvk#LZ;VjC=DzVYhsN z2S7AJA1*ICm}tAfM*Zmc=jEZGdX*{(Jmk#@hguKH%$W>DhLu(-V5@RgF($c8n(&@EsAaJVA7tb+u||es@Z(*0(hv9 z?5u@|r91e5rD)S&v3S1=wHuMn*HO3aGsU^7r5ER#?#_Q9v0s}jBG#jilcSoSdV(i% z9wp{MY-;-SV%%ZwVW;!uMoz#S2pXkkFsNrsz}Z2}g0XU#c~tOePqfbUiB7c7v4w1UTJ4k6dyckM9&-eH%!fBXN7YA<78RTJr3fuS z>O%f2HdzI{aP0 zggOQx>HRrv)YfISTl-HSc3lVz-dfKgJ`n+=Pb`DU-PQiWZ|9wT>J0 zA)>)SFXZhh9;Dt0dS(tLAi`E}VjD-hVi+80gj~FuYqIhp>ft%ZC;{ zB{r5fK){tfR53`+ij=}+&L%k+`#IE3c`Y0I4AIfmG?=#nB+Ftshc!Kx}qsOM%n&XwA z^VeIb#v4|-D5jw!{OQ5Oy~7`q)8`v5Jwrbn(VpLC&H1!XWGv7PQIz{#NS#o9zPlTy zxKs}XG=q`Uo*HE7mwx*94(xEm4MRS?(@~o7PXVJ@FVWyDUfRqcZCy~ZDf&wx-E1}S z&=a-{C5H%mFS*>b`+O@UUvES{HQ^#K)$h&%+sUa@ee?zDeV|SaI3_Drf9PtF2x~cq zjwnTPmb1~eUh^!=HU-%p4hNc3M@AdNlCEziWvvAz@__0*Ll_<2y;PV(_jwh zSTWl|Vbt!fajAq|JDcHF6W=pZp?FaJ{QgcJ+8-&cDELf-x%2(35%e%8(c_b`ZgHf2 z6lbW~;b{uoIpRb+daLm!tH*`ESNTsI)1-J~N*wN@b+3p+0bI}_-N#-ciShM5;p_a~ z$J$kIa+kE|Zw|jqzw(jl_ce4`VG7YG&JM=3x0)4&f{W$M-Oi5I4k8L^Tj6k=&;A9^ zOvZjqt`en9@KsJUPJ2iuTl|^qaI}!Tel9}>nxwV*kDIBy!lfrFkf3B|Xu7K{I=ojt z*|)e^5_Ae`yx_LAS?Hm4S@#*jy30@Np_b-O#~f7Na*`zy!FU%beH9dpnB)2+aE`KZQb<)_Z45r)+UZWJ4~s;(>Eo{ zIMoR2<8G4dzvko#AtX3(M4Zz`GvhgFmd{)7ciTASID$wUtZ{k$<`aGKl zixJD8iq8femu5J1{L*4$9;)aGZ0EP(#60fEtIM~(R#Pj5cM0XCPunjeT{-g52E z!slnYbuvYC9Ogu_oz^!hYE2%KZ1a6Q58~#4vi=1u%DV46jP`*;rAVQ7&#%z2_?WBh zMj}Jg4y0)+OTL%bA3W`3+alL%`${{O#kguQ|6mnIt;|1Eh@XFHD!3G*!w`rZPy{NA z(x|L?o3$(`H6N`3(7RatgB3DC(7Xdp91Hn&`5SY?LE%GSzlPU4FR>G{b|sF>M^~a5 z)eBWWYB>-^XUGOfD?Gg+qP2m4`}_F#^yHJ8aq~ckTq@W}xxnW=^8iz5J0h%7X6*tz z>dwqwUBQZ#$hpbUFu89vY1Jl|k_+p7K|7%PDl~0|yAM6wR1Pvar@?R)> z*|sZScf0{EvPico$M5}2j&4<)d@@6gsOl&|B9KN$9S@7l$)iE@paZw3gzAwMsLA>% zLw#mB3lwT=x8}pr)3C)47?d23|Hj|E=O+&)!D+Pb^*FipSbH>u=H3QWs9Y*YR8*~V z8`{fvBmB|1+PEUf!`Ty&i(A9ZY|gLfFdu3nOo{6OHjI zhxC9=tSaj?*VX7*T==IInz=xEliZJsB6#3;-iuG{W3TS7U54rVVhBTb2|=hXVsY0v zRjo#y*5jn3UV3)46igDM%0ZYkzMgO~2jSSLCnL9xo8Xo!`h1a=D35t-ANgrtZL$=P zWQObYu_t#vu3hY09f#)QZCAt9_-1?*&uECH<^N6XU#7Y>%*94f#nLH5VAsKvQ>LWlrog+rjl|uG>{QgjfBW- z2n-MD&4s-VNsR?yQOle3L@lLu@Z?v4N0@rdv-ub~E?Y7x=Vn%CClvvvo%3UV0UUc& zCq22vHa#Jz68f`LnT^Pk15V~9-dL`Hf*H|K{jlTG^oKdg#dhR?lpHM6 z{#}P%7rcei3?6@T6_zVLC*Ho*sw0Q8zc18MNksF^`)%Pe(o%4U-1xb>{5+(2zbm{7 zsSQFZsE|~L)~#1ii0fzCGct7AECzD-h&mkQVrAf_BQ}ly{cT#bqD=`g`cE@>+XJ8jlCYJfdWrJe8T zDmCd~iWb)Gkv>3Tw_uIloc$;AC*jYw$Qg!=m3PqP|CM%?VNrHldr(nALPAiHP>^n= zq$ET@N+f1T1Cb6vB!*E0DHQ<;N$HxQJER1qrG^qlq#0z8pNFB=X)toaeScU&lOtUdmLsdnBfKK-5j1d{dYM z!|T*M1{AqbN6#Wz8l|^&)u{efW1O~%;|F-gD)|Uhx5sKt=Z7pGgX+|_gmp8_C{qk< z9uNE-G|*rLxW>Ro05v1ndUc(YZdx28s}W&BHc&T^2OFyVrb)ki;N#`=AoEIsVKit% zlCFg>ffPbC&JdL<4Gu2?Y90V7rrJS{`wQ?)gw$YzgD1g>#RFzOyiMKX`x^3T1z1< za4Iiw(B81f99s$UKlH8`ZD|1y{W}FbNN$RFt@lQL15&ND+8Vt?A>96`%UZ`IZ+E{yE`s}_^DvhL~KK8j{h$D-k33r)QEcOm4j7@^*mZS z4UW=lz@l}&E5rk~BGF*?=@m|tW@702>}Q18yBU^*?(F+%AVez;bac9`04Rn)NrX?B z$5F7hgF}a=4a>7&ad>oPWEZ^fXIk*W_o$WQ7r-D`!9)YEIG5dxA9Ek;9~vFk#6Zkf zovr}x9ehnS$R|tAL|FcQ7N?fBu-&qXB20Y*_XRj)40V7y-KvYm{O|23Gh|%CLr+Q- zIX8rYqTD=N$Mo7GP@n0mxX-=4UPGe&TeCi3NJ71jKuK{mX@vP!nth$Zj#z0s>`Z;x;wEY6-(6I|a8TSO~2euGA#yp4cro(_0AS^18Oht@~Rc2f;4K z12_M5Fm!zOu!w(AEB_P#Sj*xV@$Tyx0{YhhB^O*htQnt9PfBk-n#f-2IWi*`5;PKj z3RPWvr%}tbNai<3CKh;;jl)qQ;c9sJo3xr$`Xuy9i3j8H61{bI*PbS4D zdr(AQK=17P&U&9uJ6}%27BH@(m||h4?99hmoNzj!P381{K_^tLtqx{&J#eP|k+V5L=$_X%uiOgPdUzo6-F$LQKY}WPkbpId}nAP$XbvG4g z4I)7+RenIK5ZasfKwS!(*FsIqLlEpi zjxS}~I6y4J1u7Gb7wN+Ce!a^(NDe{b_6p*=D?q6hlvc|LBika4iJLOctP|my-;ud^ zFL-tbp$M2dImO2Vl^V#jjd> zerm+ig@EC|%NNHYj6-@Z0f*?|Mw4=-8jBH-cC6)Rvp}4|Je%f(tx_5hOR5uY{=Q1p z?A2MW(^BOvz!!ZHv16*TSyc`CO+(l%3`xm=zM)JwlmlidJ3ML^93)Vjsh zL<&C&YJH{XzeEh(jNFRa&~*_h+S7r@4)!3T}tTCb)&(N zXl=37;2@_yLwC*#zwY)a9;&nf{3uXi?Y-fHe2q>%}$a zE+`*2{{ioO60242Es#2{R7w9Hehzs*c<;vFVYRa%dsiIGZkrLQ?~i-s2KdIKyvrDU{v{ujqh!VP}9vBBdB6gdVR|HZ~kjg=Px(Nr!ae&qUgRD0}`!ApZbT5~s z$LP&kr96VNoXz3YC*WtB)vZ9Qau-P>K%I(b=F5L3sP^W6x zupY|<`AN_Y0*r_Suz75#nBu!96R{>Y{ z8k^YR+oSIb(7$-(Q=J`z`D3iaW{|}GZt~_&@@%aStXEJ$$Nh9wQ!ZH0G6iUTph_{q zV_6f+ZS(I?-uYiHAc7;xkfltQ$NY}&+Wlz0xs37F>jS`KHc|-!`Me#m?(+BRBG%f6 z^BAqetd>&m*Cf@<{I!!Foqm;Me=O>`6t>Se3W<# zI6vAYh7dw#mGrbc;b_psPT`Nas=Ewnh+1c`nhMg#5lV1!&GKvBmUBW-85RWqY3{Df zGccplOa$BNrH5*^341je^-9At;sY208m2kl-JVcPc@1Ku!H}*?fORYat@Kz#_{7wt z_X6;N$VQ1pXk?@`x%+|MC3@lk1F7RZb~p4;EIJ;RW>O&T&{fe$#Jx^|#enLT)1C_X zGq$|AG9+{wB%%H6iY_GO)-^VYG=phE40IalC(cL$@ECPeNrKKvIOv1 zCOui)R)>X#Fjjacrk5ctbM(=Hm@e@hF^EpIPiLr-h(WpAV7cKmnfYeLZUYV9i5TM~ zNO_a5J;*7IY!e9jtgf9!HCsOHVbQ40l_A*SJH36)?Yts>SC1XRyC5u57k%|4TbL!i zRhS=i3~hm4Kjj*~xeY7tKXuYJ@Xg-2=EJFhy=Jp;<2;S78v0~M&{87W{9*1sMae-| zgWKVeS1kq*+yx$GO-b$e0Rl8KA>QSmAhbD&CsIy(D}tk500Xj2N%mbDMM zniVCBJ*T<2Fh?EY(vgWItmNK;y?Dxd{O!5iDJ~6**L?72_xJbH0~UHzNS~JSr^O?+ zd9ER>12naS9x_V!{0=l;2Uj=-BuNideATch#UYL8xDV92r!e2 z^imHOe`XmR-_h&<(@x3AnS9abK6;0^|X z-$*;?Un($`BBJ&*s5}<)gb+B~sqS++DGCek9A^Q6N0BghSRrS3+k@fw4R3FpDeLj{qtn zpJZB>jC&EBAWU>jZYb8;+*~%Uk|u4XYtoA7?Z!7=-UKF2D* z*)8L)CQXHQ=tQo*DJV}F@-@69C1d<(9x(l@Hz}q;CA)nCr9Qj21UrUM1D}x9*P`(# zN>V=p^}Lfz4-Nn;G|{Frlu>0Pb)n&_1OzGhuMNSza4jog8-ZTr_ht%#35bC!Z$h7U zBy1KrqG6uRw{7h=93R;2A?jCs3mo45 zDk-{y*k~^eZ4eC6O^re4n_Q|YobfIF4=nXcHiZ`D=PyWAXs z6EAr^XNUuV4w?9LyMZK61`z_>nNrO5Nzfw*0d4UlJuypV71GZf!yFaz!2vS#vGzHi zk4sIU&ZJelb8p)jU_rYohL-LYfJi~XxbP{74$zgR)$SiWhD)}+1`f!;(J(@vjA1%X zYyIGc6>gIo&6pTYiVxmH;cfgC!$V)GSYS(GHWlj1dw|~Zvm!?5g zinTiIp-*n+JB?SiPjnM*c~I2f`Y0**GQv_g=oeK8B>o&{M0Dui-u1PBKWXv}%{JSC zz2AIsN&`2S6mh=&ke2f7O0-x{`42tzc>;n6UB2f26GK`i{Lr)g@MQFXiSr9DrMXo5 zG@WL`!V^#5?@sDH=|t>!HT(ss;gJFO3g#&v(UWw(;t%W=pW~zny93G`{@uUD@6P8V z4kyk$GJtM`gr7Cj`Zn{hopX8trj*N|KsJ)K+A-&|U>H0sQ+5KTSf zyW9H7;Bk_WnCrT-yh}yh%>l*jpJUB0p6zyJLFY&Z6*bqcB znv_k}Gh*5P*3R}^bb*WL_ptjB?&h>y^pP9UVKN-!Kc#iciI7wY{6xw=y1P=sp5htj%>MS{O>!w4O(Wqs1u5En8h+wsfdoJS~|x@nS> zMpbCS5~g{7R2_3LvV;pfs4Lk@DcS*UD3!jB@CguCI+d)BnxjsxMlmcj>Mt3N&NBNb zCkGz(?0)&{WdiYD_Noe9^2lG^SV`ue*`LF}2|4yQh?R*nWc*}1_V3Elm(9JJFZgj` zH{y^DaXRB`{G>XtLODT{+z4&e^9HM=TvTesDjy76pb+r8-@bXX&!$A>k1uU9&~x0v zdvB|c8FAo0FqZy>I8;#r|D)?~VCMhAcgOUy^1@KD@$Rf7b5L0~*n(*td*Z*o10+ql(2l$Z%W`%Qq zqlpdhT!dms>!biuNs^5jfKfn#?cz+Y7b4LaxYJ$sE(#{0CS?x{0v&OlqE(@J=t2c# z1fBn;v44V7fl{NbN!e@$PB{P<0$!uSBsl+g>3f7wiP>QEpk325v};X~5Z!Cu3ZcHj z_NK^+`oc$?N5A;D{}F~%_}L&=gazuBxX57qcboj`z_RNOAr%6)7Gw)^%n6+S3w;bY z#I6cyo&j6(0tfam)d-HQqM?^Q$ z>c;QZCESc6sp|^aOfrfU6z@B~_};#2{bFy1Rt13_Eu=E~b1bk;J-4WkKD`z{!Da(@ zRZ}YzQ#v1ieJP_R+ny+Y%nQHPH-lRvOUn33x3fYrihvxSxSfz@Rr(;<6H7awc=VH2J%Wy5 zIikD;woi-qq-zbTPH?AkK-p`)lXZ&#?uH;9xkc4}NghZ7y1R@j%um%_eiSY6r zS*3AZok)Z4_<)+JfBr{REmF%NhC-1J%h`SWM6>)4G#8nswn>gf-{CMD)uHjLeb!(EI&u4$^q z4b$Kw?qyMYf7@a?T8q>7ZwH%t&4P{zi87O$+lVn`*3kTodaFr$#ye7wyT&cmT^t4% zI4C6gzG%#GMU=v&X6m1RaCb;rf8M~W9g#^j9WQJ`IA0Gx+ z=I|d~Ugdx`k(Hg;LUDTeCV_~iJcFmVz1Mp?^BiC-9peqp78W&H@9~sg;G q@lP* z%T6gwtx7e@YXAQ0lQjCOm$5+|4Ic0tuUZ76=|gwY0>5bAqJA~+JA;vrVAZ(x|i$GM^N(8X=9liQqmH2V@$1 z%`M(|7sf6yGi$ivTlVq%1Fwd_%`)^DLx%zOd()Es)83TMba}t<>0SYIiBsK@MiSX1 zT8h&&?36_`s>RU!VmbU5{25O}YB@nUBUx7~zzIrYc5P<%$Hm2tPK)3{Oi%KIQrXjf z!~@A4hN~z!j;TFUXITr^vs%saMy0k?AFpP8&Wm006+6YwXUl@*htzpy)c;O7>{q$$ zD1CUZMPMA;8|y2ko`0sb*CGL%$foOXuH^%98gUo#l&&uD#x7@C%Z&eD;z`B!Wl3q8 z#ZXmwL7JqfPIa?&w@V`@Zns`M!PxC?<*^7~VwnHTU1L!~9-vumKyJW8}y5UD$Wo{ zyW_mLVn{0|Xx?}UH*IuhX(|6ssQQBAV#ng8QxY3BM;YONkF>paeWfMFPxp_;M(tPd zhW3UBX>RHaXR7K%Qd0h}sDAiTI(^kAxS%b|7DvH}RHGB`wa?diBc7%_unurKIr|tY zGmD&d_1Q|y6sVs1lYx`D>b`g5u;fSmVSbTE-!+ZaBgS!&bCjhY4UHIg&_7rTh4n9m zi+U@JsOiyM!_@QX4Hrsk$7DMwkb*2TYTu|={lfna)rX&4mc+{vTgI_7IeXc&KG&D* zJ)ULSdQv$*(YR%IM`TN7_ValmnzosXNow95p9sdgPXsfrQR3a2CY&QO^YKt(Y2RZH zx=^(A@dEnA*^(Z3r*I^(pW(Pu#c4JibHcJhGxOIG&yTgGP$@gCZ(ErsMHcrEWPUT4 zY=8|Ts`MxHY0j^8ddsxdYhDY3%drGli{y0Z+_;*t|AL*fI5H}|z7?=9fdJaI223%6 zn!=r9+VAb$zSY8*KXOxJ?Rmp>J?!oCn$fuq)B1?~$LA=rY*Q(|v(k*RGQ9iR|4d;7 zJm8JjT>S+ddim5Ux=_;_K-Y)wA~K)qzct%@@pOILe3Tbw^{yP$uBT94iqa@)8kuCh zq})EFDd9(VIdWf?gQq0`h^+!?J!-HQXUtBOeT-9~`pDsVTKH{{Nnd16rFrV2T2vpb z2If{>8W^RHed%4DB7jt+8M^*w-^n0`m&iRp7O_C_eVe?U|1Bb^0!~O_hWfHNn@Wi9 zbgG+X2b$eMeS%nLtaCk1Qc+7=B8qgGW21r=A;tGpY6|0V@40L%2jqf8i7sfM(yfk9egm}`Czx6KbEfK!>Gq>Q`L$LE~x-27Y{gJ4l zD~+z>kD=9@_UZ$}MMC_=%GHLEuO5a69T;2>J^$baSMcbtQ-}&BmPLZ*A+@TQ_3_DY zB`oLbCil}Xml-b`2T{n1Hm#Bgk=@HL%&X+=7AZ40 zxG3|eUU{15xy;n7oO+{m{o}1HTRsXZa4G~xj|b(ci~h>CZ9`!}rXy726tl*44%lep zctEl(EL!>q7<4{+;KHkDnc14o6}5yO2~nE!3}k7SXUak#?O@w&pW-$XyKk1F$Ye3^ zl~0+%();#{(P^TgWggfYMM-S5qHRy#+-kZypn7r+rM$M>5vn!mrQ9~b^gskf1`x!dH&TL zO^A11y8PKy>R*f3(6J>L6B3%ewmJ11d#DH#C-4HDd@(tv zJsI8aNi3nYqDpGMa(YUbi4D#E@LTL)NL{Y~kwsspAgrhZ*b~ZR1G<&|pq0klzMQn1 zWcYp~aada|L=|sMh-zY{J#>LUT@~uq<~XHP+fQHt@fhS+BS8 zw9Cd~2b=Q-#$%?9zA+%|BjESs9|y9CTsqNiaA7l$`I3XAMvH*?1Bhqpv2|HJ=00Qh zL%X#ATxTA`6bDut?#s^jhf!DhUD}e`i8Zm6J7rGR2-}UfNr799OqttR6GCz7i(0Ma zJcjh|gIq}}UQRr!&EPg`gUl-&-)0TpRq4AwgWJsKQEK`tu_tns)Usf!|Na^87hI|K z^cPes`TG1`R*kavPo{>BZ|>6nT#E-JaPNkIJA&rq2P`-@bsWl=DEKMw!H{1&7(!+8 z(%GhTBh7OhCYjavr%Se$QDH(8TZSnPSlDO}du@X0Qci(Myj>}vEFj`!5pTCF1GtOdUf1(!u)+%upZ3?aIs^Ho zfdu|*Eywg^i-T?vY#+(1om)c<`E`n{y_k+Lp>paEAQBnv4&u{($R-N;$GsENF=9a> zO?{$J#9<5FN?5WZ1q4Z6yp|jXz6@|sZfv%j5_^g_AT0_LoScwfC-kN;)8MbFBFB$Y z9o`9dTd25g0{C20hEYH005KHrrlOlEx9Q>6UEb>YhBgCXdFQk^yNN5_k<*bPRgd8C zg`6ZBNJ=RADRw%;*R^97+lmwi80=gY0Tfmg_A{VyO;|g|fjX;c3<*G$ugt_EGObYa+i9H142)PrKX)ZYG_*Z2g!kcO5KH{qISBIa{l zfKc^YgNP#mS;d8(Q8e-iNB`bOuA-swbak8g0q7_5!k76ixgh2|At33OfV2n%jl#ku zBRc+c7}h{HR{`yqgSmB|3K47pg2S_~$xON4*qpRY@p73Q^;p)5^dxDgnC|3Rc*?nV z82h-4%}h2q3KuO#L*uvC;F67;rK6j~yAv~5gPD2Sf9q0WUxY+Iu{g=B{>Xr%)@*EC zvf>i`JgCD~(JZd*P9JvDentlog+yfgnGTKNYKk zU6x~Pf|g$YJ-VOzMOwRYk?Jp+c_5aj$qQ$eZ4p>|AwAwPHL#l3$cV*T$2IWwS@0(0 zpL%zdJ8u?mSn=zLnsiA`2tz*Wg5d90J+gVT81{}YmJ+h{0Vrv!8IdVh|JvU~@RJ=h zDOU@VNd>XwB?pzc$sch%Z~IOJE`KS7bknpbjd56B-Xk@o_7o(ZR%;%=qOay+w4#iMN^l#ty7`Q=C! zDWNZXDQ;;$xZ-@*ZMw!A5O?3>U!dwD0K%EB%iywA@C|o6Q?OTumbVzM|Q$oL*#a3 zA~Np`d$}q1pkWYqrGG+O2*kc>+7%lW%lj#XT4&hHdBukGXUDqKWPbd>bXPbz3h(4! z;;=;vNtiWV1|bz=kz?z~1`<8E1s>byWwG#MyQrw@q9LNuhld^FF3AEKg(R$uSWep9 zlyjFihsJB|h68VE0Ke+^eB{JSY&HnuUsB#L%A}8@dyjHKO4<3Bphbj`46c0Dn~F7H dRmG-A6t%zlpKRU9pCTV(+M4 Date: Fri, 21 Nov 2025 15:21:14 +0100 Subject: [PATCH 25/35] Update starts data csv files --- Fig7_PyGMT_datetime.png | Bin 48475 -> 48651 bytes star_history_gmt.csv | 8 ++++---- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/Fig7_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png index eb2cb3211625d1ca8fe4d3aaf00c83389c647ca1..74374a93f9d492d76f4cfb6633ee7ae35a08fd77 100755 GIT binary patch literal 48651 zcmZ_01z43^)HS*d6afK|lrE(d1eB1HZjf{%f+!(KNjE4dD$N#*O?N3NEufOpAtEVA zH%P;s@8*2p{qOTXcR!rtk@K#2*P3h2F~=NhztB`yI8Shi0EI%GS5lPKLZQycqfn=$ z@lV2Us{E#D;g56nifBg^>KZHZ&k46QNf-Dfy_4KsCv7`(Csz{(Gn9g+DwD!vJ4YwS zM-GQl$Keaz= zHWXUo2?|w~IxB}RZ)&|NQtBCrV(zj@8J;uYP)(t$G+({j;q5dsSJm&HwQM0r(cw6! zIKozYcyyT2zv%Mqi-1~BsSUI2w(t4Y!b`7%#L}pPOwf8J9mrdwP&zWN6;<%>gqGcQLvJ15+I)hd1cTqfDr!@fEr!T@$L>|LdZ; zyo!;@!UIdO<`K(66V$cna<#RPCueB!=B4w_@zcdRM*q{7xl~5+q&(LJ?-nIpa`6HE zS%00^@(maGrkp8pgC#yZ^He!UFQ;$bd8qW@pVm%S5nIRLwbnvYMos)A5{)Uh|DN+W zbGE7_-qT(jN;sk zZ=YqFUaw&<>i%z|SGQjkN2x^7{O>gQ&wO&D*4P$q<|9(jzN7{Rb+B2%en_;**fTZaq3) zGvN!C$IF{&`ZJ9}ui7ZQ+KUUu`O(%UTriB?Ve0}aXrDhk5uyq zssEj1R7mjzK8--%{N}{_|K6U6B@dsdVaENnQA^Lo%>UgWl1M$e6BM=bDa^hrtx0R5 zgt(qHX=Dv9%mhl*Qq1~fY5&h2Wd|#ApX?FrBZ_$&>R_1Y<6^4uzw3ls+^DR9c?X7; zQkx#Z`OS*ZXw@E_6fNvxZB;vEfCcs0)R(Sscu=S>ewogd!&M2)79MQme~lXobH|R# z2Kk6;?_^cAe@{R9^L39h-qd@g?(D1tHR;&Y8)Gc2@cZ{|d$)13 z+CxMwOrY+yCi?DWFbU($ORq^Jw*ABiz5msnWxR{|_J9d#qC>51u$ncOU^7&>N+qGw zGHAxrM~cy7$xCRo%u0 z9(u0-5E^y+b6$j&qb1_xDP%gyEZx#?86>L%QuMEzth@H?y>oG_Lm_mLc%D~wq=4mfZ~K+ta_Q+Uh>v7c~KHbr{(mLAeNJ; z3@tCAMNApR2&N{!z5MUD9`IXYgZmsj{CY_1Oa_*#sWNf~U(a&zY%bwUPihcMFH@pV z9A~9Ery?o4lPE2x4w#VVQHi_QAA2WIOpYnIPl>_R<+I3es8oMNLaEIUxX;u9I6GK_ zUQMxMQZ9G2WM=4b+V~}T2Ur?TXoe{jK{4e z{S*n)*cx(|d@pz7ruKmJf@M;SPMq8pDbk1Ei4E%!62FI^cyhWPXG)eD!Q28 zs=4=ShR~V^SuphY>C<&rY}zehVQO01dua4I-=Q(u%eA;8&Xv_8y5N4E)nH04H86@( z-EV44&LOQvW21XWXilI+$;r?_tEX16nUcfxFEBReN1 zCg44cHJ#`C^Ll!;ZxmDb=y7|!iRfoW+J;=Yc(?A4K9NQ2rAW$_RKL82g9C5z4gvw^ zG~*tDXIeY@aVskK|Ky7zTlYok4m>?96X=%X6jH2-C*ne~wYAmPF@7(gva)h+dMww< z(vtJL_GVEBKGHc}uRyYc!hMte<`iLg{_=?~-D{@|!!G2loNYL(JJ-VZS{hjp(i?ICRp-1SBSW*M>x*z$0lpK7O9 z=@QRnW4TIRFCh6_c*~#B?2x^IeuP1J|FWGyo8Zzn+0vUTRy~UEavlmLOk_I|1#g-QL3KjG#A{hvhnv6j(vY6R6PBxWH_i~zw2m%!e zb)$C)FP_SL#kuVqV0p*?!R|npDB^20-BX?nvF6+pk@(WNA!gQ)%-k*A^(`c`X1j+L zEvED_vqx*`>avOOnUdr2sYwrvQ3W5*)x?DqKjc^I5&ZG12V#(8e_^g+JErT6?{M4R zh37N=cf7BmL|JfAp8E6wFEjsp-Mg{|k!Xx=PM`Hqsm;(T_fYARlDB5)6OC#;xdZc9 z3$>oMC2J*T#;=wa{`QFzG4d@gFE`F}iB<$3FB{P%wDf|^NA}hrA`1%2NIgM}8GxaK ziw%544V{t@dVOZ2EZ=%CO$k34D*f}<^261FpW`~C-zztGW`C7DG11C{W4gIiPpuP@ zp8fK_K4ZW@4qrWqw4k7g)H@v}2L9Bk@;+d+);X8T*YYw)vC~gum1u&-UHgmV;wG)# z@xE%6EVoPSP5aWU@PBptbANSVX(>CQ;C>}#726XtGj=6x+I)w)2eJhm>A9}oeSMs+ zRK8;s0sOJCk~y>}y2c6^0_}LSVHqQ(cFY@N9^JjA1vo9F z(qiikuN@_~Bew=6Tu9zvFdI7aV`C4jt*y!+i`ZU2Lqa7hwI?!q@a)zI+KzOGQQHQ>}VO{eKp5*W%Xv zhm;0hpI_}uhcv@9%@-^K(=_hmsY+)Vi(o$Iq&D-t!ft*c@4&pd6%l3D0LP-7*XM6A z?UGJT0%G3X-QBaZmK}bUPoJ*#=iTG)cvyjCBB+Nm#l#&h{ft*@cXzrzbc8SU`mFC% zCE$y=-CRDK$$xM)z$EJO&NaEMX=K@0BSgWwxCfzIVClBk3f>K$-Ria0m#hp9Rn6)Z zy($u)=5Wn5$l1eV&YiKg<6!CHCh?u+Gsr;Y^Tous6oRe3^>uFSuWZz>wABx`d&qkh z+|AH61*_fBC6po9F_IQ1R++M%&6LXiH$3<&r>M>yS%GX2Y!vTzGLYy8J zf%D^9slj?{a=~!A=E{_wXGHepjcG1eTiidoMt(L@&-C0oZzUt;yPv2oozcvbDLE%0 zCX&B7m2mJWBE`sE7U$mmCMUVLx9(#0-cn%szb&K=xu;hK* zFw;HpLqhynw(6Idmlj9+ywP;}>|cwqXOR_&C>eX6l;PK8Y3i(kKQ81s<=*LN_;ShQ z`UOk5#P5l4f_YlSCC$)!FCONy6hwy`+-%#GKpOfjd?pNHW@W4GPx1-&6E(?jo?$qQ zN|<@{kmE9(fVs^IKZb$(F65{^CSQ%H!i z!g=NwGk6VbN*EuZZ$zn46eWGi&MwtSX@u}83SI3M01CfbA= zax`AHwU=M&6&*_Jk-4n-;2@k72LP$T_T7{zeM!j*R)KUdfUc57@@eek`35hEiqfk+ z#Rb?!j?DPXFg9Q5)G*GxxRdhle?L+ipDyhdzvu3|*_GigiF>Cn_vCX5$!{!Dkcznb ze6S{Ou^=qJ@=_9gIzr!Y=VMrvLIz*ZWryxd&Vt*hMJ+(`JpFjQAp_w(o7 z)JFX1LH2S4Z%UQFU(C%Bq9$PO&E{F-*|-QV?oq5$FtEwgEcnA9@2^nu)OIJ5-q8;g z^rAcdK8Pxc)z4oVudBN)pM{yW@1MAMj*)f$TfDgo(%qD}fzOR)g_S-_`fN6pC2vOb zFyQ==@SxkWt9+NLPdy$g{gt2gMDP-JSgJ>m_H__ZhV{_DT!LMjS!IXPhhnF4y})}J z3#cy@Yq>|iie}N>@o<<#`{>?2DCA*ajT@~EKh!BE1k2@Xn)KLAw&CtD)1~aZsBO^I z^tjoM8XQBdn2O}m*3g(LSMy*ChvmGzrR6O6SOj`T!fNbotmiq%ZKLQN&xmE!-V=EI3&l zqxzXn_p9HZVO#zCmP4gt43{I|4Sp$iiO0Mgp9*t9FpLjZ&cx$G%LY>D8vIl zjpgd5Qm@?dIMt`%1%@>o#%6kPxOILQPbP{d1~9Y3zh7yD1^0KW7i+gG4;LDCQzW0OTKn!y%3O_dM2wQAj>ud*$+G<~U&_rGH%ibViA3(V!6+QZ6+ChMZ)aUe9C_pr z=SMMSORv0I5zL0BCWWzCb}oMnVE@VzbAH&x)m7Xxux_}4rA-R&f3UbxYM*H8gOF#i z@z0gDq}!fc^jdiZ_#$d_h^X%=IC3lczqd|N@G0m8d_51{b8vR_Cz12dbw~5m-K9Kp zCX$li>i2h~j$TD3^-@<%w=|DL`#3g+eqGzyB=DppqYs}JQIN-FLH5E!XpJW;b6smW zI;1u68mf~ugsouH76H4l_o(X@-sG~rFWx%TYUmSDddeazy3AN>G?j- zOPbwT_au3I>0u|33!M{z+LAjn(^-;AzL~eL#$L=~e7Vx~vSN=~0Gtn)Q)3&t$m z%#%p|7(mLq;Me#7sFS2`gc)2t;=S5j9f~T9ujU+2bRIKrD{PG={1rP*bCm9sXDE>s zaS_&iy<`$c!%^)?E%BgR-$`y_hT+&bcwEAw6{`aj2T7T_rJv$8YK>NI?{8g`SoSO> z8*bpslMz>`a9K2n(|H0>qPmjr3`KI*91AYfV!B(wE*n(TUGj9#XC&MY$#xBWKJ`N5 zqmkOZ>dj@}CkK0@Ybqt#;6=bw_)}Rf{{KPkME&yvjdJ-X++advb=%;?#Yi6TH*k8Edqd%l}DOAC=t@=c>=$*|Y2v*@f` zU4=%RVk;jVXTA8AZsz0rBmQoG3>+?sx$9Ldm1>*@Y6HldjJR}k&(G2i1JQ10w2;nw z*Lh}3RH#PwTx+Kp2C}8LGzl(Ji)dY4O)Ya<{8jSl)2Al``Lj2^fBW`rcz76Fph=Wy zVS-CY{4(VSN)vXz>!h+)4f3(RdK^my8_;q=vAJ*@T*UVMW#~_Si_hx;L|Z2hk6-J% z(8;|r+vb7?IM6&(t3JPCZE^52p>*AcG{k)G?xEC2UHOi`2Ph88*1`?Rx9RZ%i5LdO zgDyrd0j4%Bqe`dSA$Et8DG516k~=HWd}pIM47k`56!LnaqS0K_4w8#Ng-mOwX(UhjP9B`>ntSh0Yu{ziWK|%*E0%p1A{DRfx{~3b7U(WmrYV&W zvrpu8Ln?bakcW2H9h}v`wS$p=#{2g}!+V9S!abwTFF{Mx+7yj>voVkjC##(~;14R` zDehE_=PoSuXjq-cFyY9z7EY!%GHE~td-QZ~u~g5xD25xzuVZvwWDTU4U%h@UA~85T z{9{T9>F_HhojD#Yjs?I-CM@Q9p1J2l(lhaxUOB)JiAIIHJCb4^<7w;el5%=r(==U( zlT&8%ikphpeVuDNI}o04!zFHC7>|RRDo}5nxE5>=S&|rLySz>2J-(3>PApCBV-)ie_;8Ymw z45u6L@LI3fBi4Mo_^9@pi4JYqa&YbTX4YzX)(f2)DrDnAx7?>*uh zPGC&tdv1=)2Zvt6f7i^`a=oB?FQ4?y^Dlpk{~kp?ZzPLW>0yo>1;zC|kxU&?bnLRi zZE9-P1d;upF$sgsPe(%Uo(BKQsPIa+cxk+)CDh9`X=!Y13=&%D5I8z~@5UPcFYYp6 z-=*=|4qLPKR0bhJ2?7SI=F~guEx9?5se9j2@@63 z5fc*w6Uy>URD3yp1xEqc&IX}pie4#)#GEGt8isvcK)>fB)38j3*psJE?;MV8_W=rR zX;I$R;okoS$dq{*K^$K$n&{nt_Ymx%9e605;|H#hAA3S?X;?-9J0%p5W=wgbPr1E7 zBvVqi$%PpjM3ew6bZDUzfbMgIb(_qhY(Rel*Tny{j5rNIBorEcbHvnY4FqeH)VrQ@ zw4*P)g0Rn7+xs)>lG<16a|u+mq~Cv_^YylRFP0P6K6QYSI=$4N6!U1y-q%;s6q`0P zu%Vi$<9uB;Me}|N4y~Cvl@^VZEzcci>7!MLkfk4orlumU^g)T5p)i3oplc@4f!|^% zTiBQ?T5=HDxxj~5GO@U_lH1si!(*`-*yqseZV1&Huq=cmPYzcs(hD0*^-7xAR0`-0 z|NR{BdAd7K$9Qg*r8~4)P;ID`p7B!9oq_?i9wLb+XuXs!dpaQ^D5GFU-%VPdIM`=o z*g0<`w+W_Cai~}8I9sl>#@iU8x9tz^o~xU{-7M~bic$1(NIwv3uXX@X!pFf2sZ_UXV<0ovjbm+o`+<&1y6MM~qg^fStX|eatb$8OF-s9oj!}WMT3^uJp$e;r^BrR-)U)OZ>ciEH`u*@6U*uEEZ8mS z<@?sFgLfOCW7JfvEiQTisIs!4v=iW|d_A-!WILMRxi{=dqOl|{7XN`R;RBsr&3gaq z9R26(xnuoFs$cg7hZ?UlQqeq8MlwMl>&i+X^|_Im=9_;-4V&|MQs<4>6!s|8yVQ{X z(m=~&;hY3cEdYc6k;gi!RZGm#Xx*s$mG&+U`^WAK=X$(5p3LAjBO%~L1GxenkSw!R zE8RPGgpvL2Zp>fHsC0JUx{yYnp24pUOxy!OLPlP^IIb zJ#E^dqo|u~W#pLG%?t|2lc~?OQoP>WZ8!6=+-uOggI2%5E$qqaNW()oAgrq2Q~%uq zj_mBP7*+KZk$a-&R6^K?Pcuq6lMMSC;9!QPjd&%@j3UA#YD$5z-QnH4w?D}zZ1-dt z+mk)-sv^bDXif1^m6nmIoh7kso}zLQZA zEFE%iaFCY9zFD;Y3WhWl{+!Nt|hb#);T3fo5`H*6W@4M47TEz zJX=i6I9i2m$&-+*Sbx0J7cmfFLt*F}#RKs_#V0T&01OjcXYzG5ZH*E!RyGB!?p>4m zLa3n!Us2LG@SJMUq|siP$L~r0Tfb3|;tbKwuO9F$sdQ?rRiMs}SWeZTvSc(*Fkb`O zcDLQFA{b9L6-jzetZN3D1pIc3tt@=y1Z4T4`4Qt@t)fc8dxA&60Dmw0AG$noEXaZq zel|QFq|57-nTF|^z%hiM>nGn<2}k9EIWWtPVvj}|E_SG`j1PbI_~uwA=Ae*D@!AX> z_EkCW*_(5bbi-V&iF&ICKMo}!4ZpqNY;cD)FMuu*DST;~LMnmIFoc=+pQ7`QEeN7-~%ZIn+WJWokl73Um%6{3JdycQIzOS(yDt z#*CjF9tLZB&oj*V8?3z!5ZC^{d3H?#bPNK|gEOekuyv40|F-d^pa8&VocUf+Z(Xsl zQ$yCk1dU1i8+)?U3|AwV>;R@o-eA*1{9mqiRFN4~r)ZV^Z22;e_W|IV89S20tZvTny2IPokV?5lk=As zr4pqBY$WDV7g_ZPMJA>(hl6WB7jvr`D2wcx>g`JKRYv%$^(xc8M``PblU*{&_i-Va zx{FaRIS%oYlf95s{&r)3V>HW*W8Zg^B&gCQl-Bl<@e-PovLQ{a{B2LP zPn`Vtz^W@Lhny0A&z{wv)O)m)bgS9J+e)mt_4G3~a38X-ZSgw)aCr*@p}*!(Ml8P0 z18~Ln-*~|;z$qr}Y;1Ks^ms#O3R{NY%`?icgqVq~vFvN_+E|*U5mJ}3W^`JlgTmg> zSdwuw#}j+C1o6=j!J2_k26uE+-^2dZaN;VBe%7}|{t+#Iou#0}QI_m6JYAEwLF4*{ z-)63U|Cu0n3yGrG!_7ZOWV5?GMsaruJmxi9M8{#6I;1YJ>`memn`E()YUjRnYw68h zc9DBVToDA+?GBC$uaCfan7%hmxaL2Nym-WO zfJq9i1wKAb)A4qy--Jg*L{$$WLwS4RbHU;N`FBuWHah&<)7YnLVRHNL+SK1$c5o;I z#RvgRQ9P@0sWvLOg(-QLj?U@pEsnY6snuvRF5iFyZgF*hmTXP7@J?ym=2`1D_ z9*I7`mvc?1v5)kiTb;G~L>}h!H9mL)6dAxRs8#U4*5V!k@5iubdkQ?FHNEonir_Gp z@rB9Hq{$t;8mFUJyF=yWRbI=px@lLAre9Uy_)Gd;36@*b^6HmRp~*n%e^7_s+VUU$ zhxom^NyvmcPN|<)>mWROmfPO-K+Yhmm>4LZ>reoRPv^|>Ei~XLx;nTWZSxh|2n2XV zTd9rvO;x7YNuCH!1uXD5O<`UzL42FD`?xa7bF9ox-q-F&ytNc-6f+FAziSedHJz8o zn|}{22i0QP2xD)jQbZG#K4jD&lfLjEX{-q;1~8p$;As}Xbg%O;f1UZ|0`-GI4Ia;} zmG6DrmT3me2Y?0_eD@?b7w7$Q0YoXDph4D`oI-jh5M7_)EL>PIRpaJnZsKNMC!VkS zY-t>D!rR3^KdQHi4wDC)R|hh_qqo9BnU8f9sSS2En8sL*GGc#TN~1ppFi!$z0QhgU zFUE&G`Jo=BEg;K&!IGK2c9pgk)LRM)3XoRAfG81sMsp=7Ho^hBTySTUrDarHr;wZ3 z_L{M|FrhBU6`b~4YxiH0PAn|&91BG{?RJ0VVofle2EiwO$ZCXTyaR!N#VZK5I~@ypTBCPu%P>Jm#SfVe=?)qYC|Bs#>` zfs={2RIaXqzq;DUc+oP6X~c6`yib%3*%4g_B&9Iq9RI}=kjfhbP>-t1Kd*A}BFj}G z$hA__jS7S=oiArQ1kDj5EL!(rA*u+M*bTV=rDjdt1jgZ6nQXbZzOz66eX6;sve@tz zkYi?<@?o}YqAZM??onM+Ue1}xn2g#GYZX*OD%6_n-flg{8P40=f1Pi~#j=aH0q}=B z$neMA=3SF2PyWn6+*-z`TcRbw>K}QrHhZB#*3{6a33Clgv6vIQ? zjigzzZ*Vu~fJFg~hXJgUA;MFc0hP&)`GvO(sBH*QPsv*{kP zWD?tNPLZMe=HsIocbP~ga>Ac9BswHGxP^-GuXN_Xb0x_kH&=S+xok%eX_q~PUlip^ z6uV+3Bk5q6BV5NAap73_z!B^>(^BO5(~@4I#{IqyM;n>O-#CZg6jL+Q>D1;gHXKCj zd5BIPKid>+XdBy}7ly6qdz0Y3Hf53E;=7YYn*8rw$E|A|&Q;E3-Yi(2_j6agc~sbp z;_#S6{%hB`()Rq<09NyhT1D-?&e3A$hL`&~Pf{S-o4em^;QHx^)5kNPGmZ^jp1KpfH{f=Nu4;R zhNTYq=?A#>?Da;4MT4aA>v<9(dqH+4k#rJY*I=k5hJeU|GpsomPJB=3dq{Egw=y2# z$DBN#1G!uU`&VEHv}%8M-cDCX|HgzdYsw#2yES>TVo1*>S;v`vprn^cT==hFd$O=6 zx>?qlAk9Jo9N$Z5q4i%2O~Af)wDYowEz-J0ot%iy75Qng9>30!P(=Ou|38UIK0R>U)X#l}4dAywMgXV!vL? z^TCOtx28*N0Ob@6oLb9b!)b)cBRn#ah>ARnmOooN*$l1cg|N>ta0%rbDLu8QdLT@g zDaw*p10+R|2|jc06@(laUUboxL_%8PW6?aB8}T>9s>gg3l5SzvUR48K*_Y=8)Q1Uw zp>+Iz*(cjhyW7pWQ?UxGd_1j%72{1GmBf@jY~0E`-NN_Ew(JQSQ)QFVrTNBP-GE&L z*RkeCdQvWF#X66|yr%KTsheU&Qs?eOn#rv3B(8-NYo!-nX@IV}eG!c|$&xYTKWn_e z9@VPh#L`kvg-0xBh>L!2;N3d`GlJqlFJtRZah=KbZR)dTgArnchzsJ>7SQGjh}uYP zUgdUvrkuV}mlJTjBwq*HEA~DF`RFk9tt$_MYNTlnb7_F9%addnoLF+Z)hFnIW1(9) z+Q8L}Iw<8-X4K`ag5Pwv#-eeuAGOLb6 zNU^E-0ec9`ieyg7qg0;i)sAUJ>oxkC}GUIaZ$h;A=+1gQx?l z0!!hs4Zitf{se&ZYu6m}y*MF;li-@U@wl9|3g~f?Gmu6kk+RHNa@OZkA0M0tBm;RiA3|BS*k$B?4R;=}N*xAk?Y1wW#0$L{tG zm%19JU8{V$8QM}$H^Xr9)N@5{PI(+ZFcICLjqV&Uzy6*AJ0j>*o6;$O`DIv>8*Y3| zz=$=LKm%lMSy5q+U)a+a=Jbh*jQdW&U{d8D7IRw};S4%WXFR_2eQZ$B$#87@tH8e~ zF+@o6?6y>DtYVfzalNU1x@DmQLW{+Ai6~#~PPU}>htXac&eG*I_;ItNrFC2>p+Oxq z2nqGQjon<%~3rs+Q zL~@!BaZTYBR}X;NNSi*<7%~?U%S+!AgVExwTz#So@m}S#xBeVA=(9_=46@vJ5A!}g zBvNcM409%wY7G(6H_tm4I#aJbEQ52e#=Jqs;+GAC5pVZHw+22B^*gg$UBN|BILka^ zxK@}nB1nfG&X$T}k511N(7ay5V%pQ`{_jIslvfEC^X2k$eiM*maJpENld9jibbiNw zv~UOKEBsFMTGES3ym)J`TWA@#NvgeFg0{89vxz_Bf(jio93j#40EJLB(Tq^v6p{fV zN13RwJyM{XEPv6!2XU9jk}n7qa4=dX(G$&w&Lt&WazFm9Lh>-;>BfIcq^8^}-te3h zP_hpRcJgIFUQFSW^@6JrZ_Yx&_IRcEnkGt!Z-MW5&)$$r5Oba)*0ecKmvhAB&p+?- zxA%!HK7F89vl6Kr z0fzqUoA1ACN&4;#UNPP;z8a8u@OORMXWo5_O84@(!$L>Jki-jm>Dgt$--b1+ad?Rx zyHu7Ua}J?qXdqG;Z-K{1{z;=2byh&FXlOBezrEBZ{$*gf#ee;Oy%$cgc6r#?XZIVg zWb7)2Ur;<@pO&!xlO(sx7GLwN^Cy@n2IUQwKDT&38~qvSX{i&-w&SV0If@+U8O#3_ zrTNy_KKAf&^GH&jFaAxV2UN703<@vOBsHzz>ej`onCxF!NLcctKIX-GM{*W)>{2iw z4+val$WCWAq4Z;E0*XG`BCtFNr;qm=f-EpSs~;-gu|Y*_;OGgUXgy%wC3sqsbh_|! zmKj>Sh>JPk&!q;wiecNbA?F1{5=U+r1mzEq$J5lAdvl0btwW!`gY0lNc6tL-_;l~^ z@5r8ma1Jiwq6k=`6^oC>^%fRl$a1_{q$QF2Jg_eEHfZiao?f(MG!B5`Go@s*Rk1B^PD+u@Qju)Bb9dw_cWY;RRAYA^Av2`r00}anq3g;a>_3VENFgi( zQNBDa)N@_DQ4`!C@FpPs@m=k4=`Dh=jTX}yMe1w-K|Bm!Zmyt0FR$M> zQ2Hp1oMowxKz8JH0$vF(Q^{FC^4IjsT84RPkHp3N9=2TReu#sEegTtCu>?h?zAHfY z-&xjc8qXE>sKObHc^V34E^r$ZFrFv4gtuA8Bn#Xw*u(4e-$yZ!U zA5)+Cpa~sqyneK|x3clvSVq&1b#BA_;TJQ=fBI$^MBAzlY*XhsX-{%6xwiB!x)d3Z z*ip-OT<3QE(CMfvhLcM?Kn0Q%?Ym(w;n-OKluP>+DWSPN$}_fmP$ZV(G^K$2l){jK zNMxZw72zoO9!~_K!v?t5;nBscAZuL?U>BQ)Mg6ld66`PdxA~B@(pmr|YKU09? zUr@rr^|>oKqx8$7L_I8Y_lI0k4PxDwlZxTgoNWwG#wt(gzCd-JrI9y~#>Xike?_nd z5*5vDdaMkQMdDGe1AoUvyfmLgd<-Sek4CG`6RkJ9 zqd+-MqyFg(5-jrTWhiClZ)51E{&QF*x+x~7LOF+p*QRB9D04`SM1Tn+bg z8iTo#W!fEfwGz4pG=Dx+=|;WNe4dd$1m48fO4`f>rFo4UclXHjS_&WG(m0Q#57qC_ z9%&%ke&uw*;RHub8!KG=b9;(Fs)#qg-^f7P{MAud<*BJww)Ko9nD6W*sFC9*j`0ts zfkeKSk@hu+k#JALxqJDZ%h}S#H~8J#oVEAW-S>jUGs`Sp9J)kA z$)z)$vPh2OZnjkr5IYeTX_lkBf+Q|ayA9Vm6fD#2>thGR8`wJ@K zL#~TuGlhYJY%8LQyxQ6_QweiGxoH8VL0fV+E-kvcwwLNoAjHYi@DyT;av7o*2G z`A|)Fg67BRv!LoFK$K!sAW)2GIX0eILlW+2J}gtuBP1dhJ8|A$$U+1>O=^@(nlmG+ zN%3+d1{cx}7k=hY*p=v&4XG`TLrcFpCXfsuV zb>-qfPqvrC_XL>UfW=xx2;6*+`FR)+Zn!D(5&yikh4@aoi;>w+ZG&|*k;MrqK3tle z_#75TyB3HVja}}Ok1Xyv@Kzc&ZSM98yHldvTG+a?2j{66*Goeu^Bp@pYp=Iye2>`blTjure$Y zRD@#U!j1hvb7KJtY3!e#?$zuynC}U@jf9T#ph7Y_|62)ssDxYcBd@@WC#&xRE0Fu@ zw@t$7R2}36tOLV};clzVkTm{KY2~o(NI0?*lPSj{a;~!7{h4+UDSH~NL-ig^4cyxW z>%eKWz{WfSKVZRgA6oZLD687m6ckp`aXI=N7HA&*MfV~Pkfbcw-_Qk%w$zeO>tAKLm)-h@GKU=_6h|&7e794F7R`mzri8R~Ts*LSj|D4+^PwVT=3IH7 zM&KN?^^nW7#P08SP=DVp$1`4|TT{m6*}D8YxVO34iKNh!8?$Vc<*_=!@w9+O*aD;`wuYu$_$7dga(^t9`q4%PNI6D8#G zabh+gEGRi@(SU%2`wNiZH{bAD>{1j(|9RK?22DnSiiDFPqD9fbXR5DW@KvVLhaT{>XviTb+9*+4Nvi^$uP+cqShjIi?`{!Rhq3yS~PxZ*2ER=>W_}s zh=3NvUZOd2SPFkAjPU2P3)KOAA!R+QVBmqB$fWtVZ&<4o`9`LEy1jndR%z{WAs6iZ z_72F)SneNzp})eW{?Zzx;cX4F6emLwrMG1iKgVkmpY`m2$(K1LVhc55s}cjK_6*Fg zS#4$?A_L>ZHJAEj*Ob!!QVD) zjEPHa2CPb0#OyUpupj%ZHpdZx80o#Ls|Jd&r@*%Z&CB`$(g(epa3oJ%Nl*k`N${Ww z5Cv7akL^}_)_HEwrb(Js8}a&N>lXX!LUY+}OL~_uVl&?rq<#Yy%>*Fn)h1I#*Y@C}igMmrD$E;Bciqb7L{kP}*Bpmu23XZ6m6 z+NZ&6*Uny_27m(YdjX7Vw}+7!9rKb1z$-{p0m`n))ZSIT&-#eBBNild4NpqLmrFHF z;~-!k?)JL%$^rT)El&B>#Q+d2Lwu4*)?~R$ z_TxNpaf47%Pl`hi*U&dOx0ij}ww+AlOaYv--h$uHfK;Cw;DBi_>A)=+zVe$YL1;K< zc81j~k|c3u08OBju{?0<o*LoP_@lhMecJCKDN1+|-AIS<0Rvq?n{ z(|yGLOT?vU+#zWXld>{(ZWUu z(SzwmdYwUy8OAdU50?cth1RT<&lnaEW}eL++CAtwKB;7pYBJ>_tp#!%#T+g76&D~? zgp_PPXRlM-OS-00Q(a$#h3kW7xAHRE91<(eT|gB^jC*WjaS*&PX@aLui^fo@*c6SK z)^j_U&YWMt@m^Bpnd3ZLm)yc%h7-$;5$S(~dwgJqNwe;tMjxxUyI;6z0d9% zHC|}S!yS657c&iL=8XK4=AY~B-;kb-W-#CRagWnu9`r)L@2faD;@BD~>G<4WSA1f$ zYR`g8C4Wq0iadV}+)KoprJaL2PhN^!?Vde?n|C-}^Ry(nw*s?j6Mgyx_Ec~YDSq$@y{~jv>@h>&z4u+dpF$;PQ&1*F^@WOE#y;ygy!MlCs5Y}>PM(g;A= zFtSuzZX&L&W#%4)@VXcTX+bf_i6bClP}^#&xBrX4`!py!tpx+Pgv)JiPk>yLlTSq; zrJJ^iUPf$tBIZ*2!}C=Q!~gVS8+sA-6VwZFg#^E|-q*d>fT?JB;1Lz8x20M0R`ak5 z*d;zf6xU_TR0?xikA-(Ra)_oClpUZ(NcGI@|3Vm4RIfB5u3B@70j24s#F~fAy7&pX z{eK4dAQNk-cK7Gu0|K>=NpX8jEswkY?^g#e0VGg(jMAqw5~V-qi|@X}L!C-H9f>ia z#+V&{djK^PB-rP|1%S4^)qp4hyZtCkC{aX-sgan`{g^r0%Zwj!`d_If>HMDV;3E8@ zdc~ijY;7lDQ3bo#+TLx%uAJ6_nQ+i|ptwJKHeK2#hf+x4O+wTe!*ijC*j7sN+hh7} z!B;JALzS3`qE3)gNvc(>sWO7Nm)kW-@Ro zoQ9HQ_}#bRORwd>*qLR^k$g&k2zr!KjC@xE#9}5^h!(R;uPlVQrQjX}Kw1=Mju3;# zUv$_qLA3ihqfZ0I;zubf2>{o1NdC{*wnnbqdIZiFzUC!gCC$GttwuBmysr zO+R!Vl>e!uBS|eJbIp#rvvfviE2h7>S^LQ1ERsfM#|$v;YqCjtOPIZ{^e=3dvRxNB8+Os4q|-v6{B;Jg(hOxwXQ-&^5BcRyaD3l zCIJzb%aArwUTwVW)+1;}3NM5*wQ)0No~w6T%l-K)`qu@28pt zs=G;o(B;UH{Q3{-o3a%WJ7@Brne7K3#cZ*{P)rA)perMYEAECXDc|6rqojO6b&qgP zue8x(s)67KKyZEpguoq=%Z6MeaL>@faYwIl2KYlnp|GI<;3|Z9e4hB-;-h{j_&LQ> zk%-T}EIxU;{B8!aYYWg{t5^;cRU3uXxA@pZ-XnSx(9G;e?z^tqBDUfuBN3^mnA-^$ zT8i?x1_x>(i^m>^aQS12SMs%Yf)it|2cV@<&{{4%tmX z`l|s1+VH;@ss(`ebLg@MCH_?z)#3ym_|Ar|xY7zrlRu%GUrm7NJ;DDnWS!bL6YC8w z>Mam^#MyWQ2u1k8{xSGK>2IKM=gC;#SnR||a2km{CsLo#zPRMP24MhIq3U8edk*OC zUAq61G@DV%f2RMgXybItu&9%93LF&@wT@d78?QFh-M))j1cr#Eg%|(e>B| zdG2*Eg&yIR#3#T>TD~1G(3pqPl~e*$qX!q`Ap$}cQqfkFTvPCIP0O18=1?O-rUw^+ z(Ly4JB6!aE|0zV%RFO*}RYt$V))^bW-AiskMIOrC;yM7z2ELp^bqdKEbg{L)qKl6~ zzJhD>1yrAH_7Wqb_uwh2e+*L zqLCf}a`Z_86LI)}I*4_JUrk&6K8`bJJWk3drP>5=eS@ykXdgk#$~n_0|J6sM&{W-Xv?zs zH+}IL3HncEde6rJcY;csXLsUGqu6Of0uSeguQ+ccwcrEBv{Ybvc9x;kpM3+OJ`X|Y zv{oqC$=AR-*w85!n#F`lgYG&ZQZXd6Z@1(#rs7gzd`1Ol*_8g5n5z+`ENHhOJLmk@ zt*4pWRA(wjCDbcCcY0D0^jA7)l74^Wm(RZbUO^^sWy2(-D0Y6NoyJ#O%1KQ`YOu7c z(HL%Q3X^^fA5Ak}dJ8&Py!58SjRx2sQdOQpVdaFx1b8yxaYrL6<@Rp#Lcw@y4-_Ju zK!vkzu6VKEa~za19Pu%v7wA3%dRl+D0f;VATOky*h2dp6`1!%2$IC zN>Ri^-s_SpN7xkI2T;R|$;1+4xgDNmN)6WWYYyS2QR5#VNGv4I0gIj&7$yZm`&MoK zCJiV3a{EhS2>ROg5=cQumB%>(tI`Am4S`Rgb_Y!3<#F%-(}SRVi%pa`UjnbSLDN~> z_g6FHJNvq{Tb;l{cE3$>lG*;JQxH^5Ykt;r48s_29vrNF#W_Y`mcdzR)t4#(@gnH2 zU|WM}1b?6AyhmreP+gw<@FP{g7};b+0cR{A zy;Xmef*|0k9V0`j$v+Dz{Z**(M2I;sQB3q1>-(d6&}O^xMkCp<6dKWU&=QukXkd8( zR_VFsj*{{)r?-})+bFWH(aF{37@|<6sN)?w20bghEK|Y3b>#}3g-CugEoqZ-<;|30 z*d=|%hNKKN<=0+eufIntwFP}ND#-RiPH+_@chEcmG72sSiT{HIwO~1bqUn#W`rVG^=xG zPoUc5fCI5i0ocWq+K>nOIozz|xc?C_52Q_v=oGP*R9E)J`F-;T|3+^05AG~&DFgf8 zRuUORt`2dDo*0yEJ&RJz1pC3_&4<8q4=}T_s_hGG@%F;cXSV~sNc@P(^NqfDT!XvY zcx7ApA1&N=f1QHays37~{^kcbS`{kH+;<6B-Rc7En&Pt-gd9d)$_Z^<@PPt*Wf z5`B5~$E{bbIem{ovi#>)uUEqJ(_KS|B7~pStp%XCL=sKFn2#Wkr<-BKfrP?b7pjdG zCe%~4D5P)Eym24xpc}2!@acBH;v*{g+y|G^dXl2ys^uf671{mc;hM>z%H_lE70Hn~ z1JQReBf9JN8r4G_211ptu->*W5K>WdB3{4a_L$~s%ausi@091b(3!)hzc8O*U#Y&D zYZxjOqCr}0$fafy@!#hAIpQSeh#r9UXMXZ_FQhlBqR0bzgb=``quSm3gm7cYuJ@Pz-s`+4|Q0yb8-1Ww0~! z`f(iBT&0)#+vcf*tCzje_OlbHw8_4{=%twNR+&CZor3CAy9-{!UH5*Sitpi#9`jk* z)D%7Y&2E10pzmonIBkW#wdIz~$LR)IDK7bYeuI4axtGcZ=W1e8^^+3stqs60+F62) z>cYi^09oBsJ)`0nqhjzK9B#i5WI^fC-F-5(&f3gccVkvT;qD_$e3s$ zeWB3peLMSd_1x-|i4WQ}Wgl^s@K}#bNr(-9RFxrQ(rKsK8m7)yq>_gF)5-NXz8{;c zQ{#NVaVB+?lqGRlI$b5nKBx7XYCr2gQ_6YdBu;Zpam|>Bsh;v$3qT z?>mR`tyQ?%3soKJ#`|KKJ%Lb9wp6|G5(XBRW?HcEdC|=*MF5^RwjvZ3p{{Fgs&`aW zTqssjKNDl~ITfAKUw4os&=aZNH$9d&IED$6$5z(~_C!G-S%p!^gcI+g#`%ZF<;N}T zWu21Y*CjznEot?Y6^FK2J;(n#H>oeX(LP7%3kQ9&*7|S(ZNhHoI#E@t|H1Evxes_aO*4%VA z*!J;oOIgUExcA|l`hiwwwOFS>&xlcC*l}T_Ja(k+z@RG>=v#6^iM4Ntlt9Zz?Tj}6 zyknM@P$0cB&PFql`K>r8(XoYuI-pYsm_2vw7S!MB9Ug;b%ly77Z zwYA*ytaM`R%hVegH(r9;*;n!MmPoPP?+fVDJtdj(n{+P2(iZwpN4#x3bPkxnm=ke* z=D_aQ$sh@sLOe}&F@}UH_3;~Ry$AVRT%9;luVez2BL53`5k7g5LO1a&V{76ujTM~Obw&CjIagOahFs}El+ z#o!KEjumo884Ok!BEXc9oj{UZskd}14qwJB-k;*2ZEW4Fue1I=DQ*T#9qK7wT=}cN za4>@8^A0<0%RG&V$Nz?)LV9lxNn^>rKl#MsCp0l0A zd%)~i_#R^kdbHG@5w3o5t4FaTR%_o?KEt*HRFf=@}amGy-C7c+q+@A`+IL;Kb(UM=4GpXv7JH+)t9Z2 zgMmf=zKOSj%qUd)RsQ$T8iZntanct@=K~*}6Dyv1#OLyZIloeBaGDdn1XPK!uA! ztxiMDOKS~nKF>srry{{qFevMJLNsNITO+mkTDDIeFc4Cpo|^IXQb*qR~4)6N~Qj5R}HH$ujAmQF%Y+H%O#p}oLaYx1a zNdHjwu=vg73zrHqw_Ni=2AQR0`?SXj``rgh1Qwo1s=K0wJItl?E6+6DUDjj4|QdL~s7z7iCx+ZrItw-xW za1!=kD)wu~V`1=14p=3iCs0ci!KI~L+T;M5q7<5p*#5|4<7g`xbBfb-t!71%X5rC~ z$2nDN!K`@)%c28J!{yqp`Kg!TnZ_8PrY`!0e(Lg{64A9r;XhsTTN97s;R$VfcCj# z{E|L6el0P>J$dRNsFlJB<6SD-g(56(nvyNOKRqhw>6Z-qhAjSMbq22Fh9ckE#-^r{O$e%om33($dg%A56vm4ZNedHwSYcZ?;-)lt4l50yBXV{V*& z9Um>^aY2s?qChe;q0Z|+O$7%KpWd3A8|T)Y1#sSm>{_LinU3s@ zvg$USH5lYISvz?z+%{pKrU#THSq!)tr20KD8R$pfA3yS)g&2lX<_ib7eac05Ttar? zyv4m=9i{`P2s=INjELO+LrG2j^RCzzq(V10Vb-TVxg^PQ?I+!nNnK{@gjr#y2nn15 z;w~Yes=MS=kNhbVBe!W{06`mWHz0pp28lW-i6eA`usWSv2;vrNTHv&@$jbBui6V?| zEK29*Rl!m8*ZF9-V`q;+KK~(OFVSaSVr^lrhO8|{617d1lPEPYa5TX!D#VtoUvnQ> zJ*&e99PMIwmmnvdNfnJwXI(cIhI67J9rhp4T=Ffd=o_q}!4(n*J4>I>N(X7OF;Gp& z$;pGkZDV1^ru7kF31X1ecWov2@!5cc*Rews(Yy>)zi@9se?`@SW@3; zD4oqJ=H^*))fb;q$LznXpiExSPJ%i11#3XE+gzA!uLeFgj;73}LPy(cOjC-M9OZl9 zY1MmMP2>d2^}(N9-EdGF`k#Etm}0K$KASta>wR3du-6+Lste9`$S83VT^HU+3&(&F zgsY67;(Ccb4%_W9qy=OegxLuuKFa=($61~CzqfMsi@Y|LG!s&;ftZ@r&j6S5W%DvP z_B2#b=}Vd#3Zod3L((n6>^{tmf*t&;rPQ%99FE)Jyqv;s&}9)Sgc11JPIHf=uuXoT z0CDm^Ex_e(oU7|fdHDU^0!QG=mdN#R7*kHN!9InFt*v;wH5X&HNsf((=>x zRsW_U3TsDQ?&V%v^Ay&&N*D)jY3)IiELcJ~MAMS7YUeElY_z%EU?*Gyz(?F>=;OEp zZGh?M^Vv@!ocQ_afFLBGPU;mp??q}f*iRv(kqT@g(wfrVN7VAU{gG2zHRG;WBEiIa zgM7Jon^hFBKQm}uBy3xZB!Y*Z2g+{CB!hE;1%nGvO^eTXSqqZ)OBQp zQtqYaSqJCo&*S4x>QAVUY zCJ_=Gx7|+t%*mGea%z6RAV>Mx?oo|#{qe-_ZZGg9o8NAyIzGE3o!|F?7uVN*_wnT6 zt;U5v0cTNZ?nphBRK50M=XSnPuOo-$Pl4)+InE-GWK6 zNd1YXW%xVP>5E_l6B0rWFy!4Nm01u(Myr{dRuvcKDZNz8@Qb4nNP?;2WN@Qi66vEl zfnvX!g}jIyl9|kKn<6F&x^iCSdiT1Ocoo>15EDvtmLvI=niv8~r!j(6fdDL@;@wyL zk-pZWlz_D!`k>ukVK8$YXX+Rk>Iji6>m4NZ2w_P_z!vAq^OlNWz2{9~BjN<{f(GAd zd_k~Wh8x6rrbOP2P@gXX#%(aS>MckjPNC9FnB~!bY~hRauE~6udd}8e2|I&h)tUya z*P2)RkS7;^5NeBCYT!-7c#4`mD~?rmJ&*D=U3X+2wh6if_I=RCiq5o`gXN+|#C>XJ z-;vHhQ5Ga6-XLxt79n=bj4Fe^6_C3z<407;X`jM6pWfIaZ#pTxdE(iYsa`w!;jddt zORvLR!K1ca!$0Q+InZuOj;FI=LjZ^vu zcv};$f5RpRd82g=^!G8#a6pdl6H2pCfq3TqXhB1mitnsQUYw zWt|XJA6ooCPp{~xXb?w7$GXY;7>e$hn{onE^M|ua0l|3p&zaff=y*`%JNTG*v1&ES z;Ya-#7}RFrNn349!rx#?6FAp*0!)Vj$`zw^I)#z{VNjHAN}U4Zg>wd97+_2S*LxE5CU;FXMc13vinN54gTA8!5uTyp)NGnN zd?1;hK#vB`UMxx7hvYSLg7PG+Ogr2BJLKEJ!a;;U`MGegXig8@7oX@WegfKMI4$@6 z)VS{EZ;NMef*t9-1x`y3LTz(>zVl!{*oD>2zZRBqHAJ$0*%?%voSV3_`sz?Wa6oxn z%=>t2T-Bc}`@Y0pUwdoPW7$U7DH>6DBxP{K9m3|iB#(=-eVY$X@Hp--XCs;F8HNYO z21$u;jv>`Volr-z8e#dASsO3=dORR^Gr0n)0$>IvWuodKOjdJ+h4yLY@qq&bEM@3zYw*<)G6lpe)<2HRC z$I&iMD^i`^?rYk^YMt-l2k+96>Ap7S?goI}FTDr=<{o2>f_&%@f5dpseHs=qt`?d) z#9IO_*awPCF+kMMXRBpWF=&lHs-`MxQ)Ng>H``cox;l;65?*SoX~W zI^$Lo@5oX)u3}`#719WplFyjIg(cTf-q$fPRH@#0M`zYLG{EGcqte~Zg>$RB?zgUh zs}e*AXDL?|XlhZXdke`dg>TZOUbW&{x_vo*BijneOy)!Lb1+NJgHCnNhlJ+k=k_+v z#LJ#UMc-=}e-P5MLBjC7dJ7Wn-Da7|1I)2Y67E;JYXeXBR|);ZGVRlKf?q}>c?z0f zPklqK0pUnYNGPu3r+MRi-@2I)>-hQBz0H&0`$x5+yVif5$WMK>Zp;(UPCR1r?cwgj#&!pCpF`mgnS-rkJiRj(vsRrdal+oNUW_zcRY`SkOOM=BE=Bx zSfg14{Vrr7yfAK4YadvT>X*bZ*k|Xih@4F(ZVK1bl@4;PS$h2*iHf9%Aoqq1qj>WX zBuPXp=nlxYz0;{4;$gK1>vN( zQn5HrEx`C_aMCET;yvU%j4g+-n|_m5xKnfYXk^G2=dt~_@~$I@aob`)IPZedqu5GY zNWpxgzXCQnyQ~h- zk5oG0nb7QQzOf_@GQ;rtjz&jFkRZjhJnMan*itc~DbH#*mh7E+uAq%}Rc zZkE9{Ix23Ry7%MtMY)_{ZpAEg#A8)az2&HvS5{o&AXjSNvCbdLR1Z-R^7?f{J z)6p1i{qL1~N?GW|uoLr<#SQ4gl4p#cGuY?tbdfMIt`g9j3xg9OVu-%kQm}`@TKoj> z&PkGIztO&|%0cKGV1CK;#x_?YCw?kQ+*W%dYVMJP!R>u~y;6P_#rO;iPqA1MYx|Mm zyBwXab_hj%-+|@R!@1m{Z@PqWndUHtnO09}7V$tyCBUvSWx*Lq%e z9jOU?N^b?0Pt9FDB(NOCneLEQCLfzYr?KSfWn*)l2dU=E0YEujb(r*-QU^ss&*IkE z2)70>s?mM{)246NuPw=EMC_p@iqyNKq5n3>pI-a$-*J7s=~sW?~ScoV?pyHYZ^5okjW z%U0N%*h|FOCZr*_dkOWdKDUv-fEb^!sC+3L-2Fpp{Ivc#0C%H*Vh(1We0oGX*kQ8$ z4I;soIRmk8aKxlyD>c#WOOHbYiDRzx&)HUtN<2;6)HlL4)!yIUK2% zXF_;`D+f=c+%zrX-7w=<4YFI)V5LVqAg; zlrmN2?;7HtP7p66e&DbAE|RWQYs-O+ebbVlNH6YZ4qo{;?D2!vsvT@1~r=eHAH~&N7GbiN;?i|AE zG1doZq8s@>WpDy<$ZT#Y+o?1jc|c~?ZN7B!jHF=-?ZJ;wCx-_r;P4wYJO%(ZGr-XU za`$)$XH|8dEcmT0Qdof^!{DNI{wj3Fi#L;sMpj;%M%vr@J^Wg7?HNze)o7c4`PB#y z>{&HCkHJ#Dvq9Fuq^t66R*8Rkc=F~S9Ot; zA=t-I*kYFEe*2~5$71;G`2rII7q!i$nl30Li1AdyjcN{j(5~xY1q_Q zolp&02%-Lh&00Kus~st3>$H*vJBys&cL>4fA#z6%yota-RA6-rsz}m{xv8KD!D%>R zAReYPQ}mwN;G(hsx11ufYc=$vU|S~J1o<0C9X|l}Ra^}F-G4AI*lQ~|Vf*c95dn%qDM-rF@ zu;URtZ8ON#Ly_TjNFu!6I3f~Vo8kp}orOJ(h;^<4Ud}AY-CAe*s zU-_k@W1?y#p8eAz%U{u&`%{@7zm>&s3!=1xS($D7kuwC@ct92GTd9 zxtaRHV@dF*?B7FU2hz=!=r3~g5K&v~4x#HzNIpW8pP^G`q>~PUJ5=~7WCTAIT}T7# z?w?rCvpQE|#}U&L40~q$s6j^>QAGaVk9NIfcK7gUpGN*hUfbxTJ+`Tc#Sls9k#58A z!!$Ys?=YVSeoNwLe7xsqm5NFBeM;v%t&MkdI@a#@BQN`j1REr~M}0%GCEx!dowNbA zLt2m3<;J!cZNP5m4!n9_>A+uaI(Njx?}s@d>~16qMU^6rW72$=c^XDm+y#ir67zWg z9EtIt<%<4O>Zd0izv7HC#7%%pOPsxx2%U#CYZy>cD(igy zil0JVzG4g{sD$N06m{cR+Z8yUOK0OmU{B265)d%=GQUN`2U)pP1gwV@7gKd{42dy5 zv`!owt?I4h?NrhwkOOHJ{*&oV5*uhlp_;O-{+CivwGrOVvGLa76hC$dr1G&~u6t$?rNyKn;;JlW*W7H%flm6(c4MndyG)Db$% z_@BumL=DFgc^nq}x)-$Eg01nb*+*8Hj(3aKj10e1ZjF)BSralrf?4Yd*Nf4uvx9?3 z`#$wXfBjs+myT)+DDC;*(-fht@=xJQVf?UnMo8*IN>9N(1V}5TG-m|Zpj(nHVC({y z`DO_(uJ`pjWk<)HjbLc(2z|pdvEcR0t-Ai#F|X|4vZ>!dx;=E6eu;eR)z)|;IXq<6<}uo14v;1_{Z^9YpUde<2O1cumwAb_2Az4mfbJg z2^e|CAnagTsEaDbY!oBl&f80Iq9eF1I`G;vh|3sB{&9UEJK1{kY4hbq&5zCZfI`By zUtl;4^O=`C4%Rw0HpVBR>L*)@L;R7)g{UH11y)oj)rGw?pu6P8aSM;z{wu8Q<7>~n zLY+!_1}tdHYutR3B6Y7jAgO50#X@;n9#w>N_@C3e4O*B>7^O6Lp! zRfuHYe#|nLHLzA%kLuY1;y|vh)4dc6`kU*Np4-c*fmY0`Cq3tY)Rf z-gLu>!6-P!d%Vo$w+}Nvl85;|bez-c#Y2eaV=NWHim304@*K|i9NqQV%!u1=0Yw{% znbUI4(R~J^tF7jF%(ML5(T)0-#$4#*FJcWJ(V}vNLL3M}K^d-_!s@p=oJ1vikh}&I zHlFaN!MUps7h{Q!YB%S5QiOdxd)?HH{`7{lA%uAr{Z->DUisDu`SWKyCJ|6siMa~z zE#c4aCwt%e6ATmlzhgrdZ?DmwEv3tA*_|qA^gIhKDzHFXRe%;XuRS347%<~|PnBSu z0IkIHCqarMP0+-vqoY&%@LCh^FVk+PL)F(nWu+1KHIW!@aB)M*<3|Q~ZOD@wAUs9= zr5UT#{-|X>`FOibkriWI7|x4$>A8~1h342eUj&axj9yJMygu@jfIDX#jQH+jKb`y~J9 zV7PAr{;Rj1m&eo_0%8kKdu;JFB_N_UT?Vxc286miA9g{KC(J(f2bfJCN-YR#0w>b@w~S9_K9v$BS-uy z-}8ss;yxljd0JpC*>geeP0c9 ztImeK>!ZKH3W2)spAxto;dt3}D3JDAgxRph$L6YGOWTrsj{dC??+VGn7^GDb>Z-nx zTI2H6|GU+k-$fCKb~oi07qjX#Y7na=^yC)_Dec(Cv&f>M;5+AG9%Jqp8)w@Rq{5WT zr%)!dKg5YsELm?yncLE#I|K5;Iu7#T>4_)5-8)Q$5xm|1Qa5YS*$$ZGSrO703qIa# zrG4A@bF%0W(67=(b{q+E%2xv-2^=Z(b`BTg{AziL2(E5u1zC&$zN~>-hy_a#TT4MV z==sM?j)1T7DW^g^-=|=0=}(g8M`c|S%-ke);Emq(+uU2U0Js(r+H^0cqt6)U@Q7}3 z=|{5uN31G$ZIZQd6T+bhHVE+Igf^OQYmAaFcL;E>d$ikv{ZPzAr;gEmw7p+Q9mhWZ z&G^as&9&VjvW9KS@;pFw*LCELp)?z0{MQ%}&j8DiIb|&rEAcDvtglxf;c$;QDckPy*TBPt7+X*SccP`ol$pd?MVeF9 z+WnS$Yg=^x9O|0G%VV`|BE}A#^^n4j>x@gPf?Yy`JzuNubg}hl)Mowa*upQN`h&p+ z<)bD&u(T1D$;g2t=++riexZv~iyW8HPZ9WhRk?T5$PZdf=&h&zzHkuesiUNU60o;<}a&Ng4hXF#pz*feP16J-HM74sqbB4LD%Rk;`^bOqb_jk#GDf^2M| z_zTTf=rm}@W@>=xsP5}LUWV%u84hu+Jspxqjdv%H{lkv_UJ5(bI*eL;NkAD>q zFd0O0oh$GM(fp}&9K#~Grh(!kMZYAv+-phvU#^r;6vYya|||>%{Uk(&1N? z9Sx~L<@D*Sh3el!8S(V&O^@%zoY$W}6jWcQxoC_4r>S+f*J zVc|avz0_WYgiMPKd}B+3v}|#2q~|nhr|_B{dH@4xryn=d8P(#e5K{OO)Y1!l@V75y z75)tSosZY0)>$9pNLR9Y=q!_Oks zrLzY7_$w`=U_2@P2&#%GOT0du;$jN8S9}U7j-gJH6D;s)zdKVMsKBD{81eUdZhHtu z62pC(_V44cH$u;JY;z_br2f$Cv>}IkAk_F0p9PqHI5NrYcQpFE7h-=3;nRJKv~X&@ zJ7Y4b6c7EbDnmV}@9R!?QI6zVmUM!jMNu(#j<=AAxnr2;%$Z9bGxZa3{4*^Q6MSuV zneG;OpBIXnH_rTzrI$!aVBe2SQ&aQK{i4ka{e{{!54{(ltu`(^;M(Nup&dJ)9UmsB6V1k{j7)9|&;qFtjo2vYy` z1vsRON%mJNzKV21xnyP$J)A6Rq$x>AvibWu(_6zREd>c^?iTw?faq?Yen z<9bgfau`=1+R`aiR|k$C{q#ImFtmT_uyt3maxL-pvGovs?Ca7N^6?~;*Bl?6<4N*b zN|?Rh=YBmIdT`qtz3zSFzpl*#fHh`HX=cp)q) z0+)X+JUfuWkXzrAPa+FJokKZ4g)D}=Ia7pjB39^k#d>q$5Iarx6c**I_KpXwkhe$NS4#l3Euql3jG<^zcAKA(%ke9eNos`-dW{z{N4s;Z|yYlLEotSI!`qxy6s^hv9{p=SnEgz6C7nY{K z-pgy$;YprBOT9oc7b0^|*gyJ6^(7}N>}dScZpj^V2moBhwLes+FaVP~Ieb)FstU}p z*WCNH{N&pw?wde?d?-}B=VHpWTSMu=Q{U6=o@Rn1O>!l5f|GbjVtk_)L||`|yAU3b zS(gAjZ(BXFgN$nY#;!BRS)$;#^I{%zYYh8qk258CwY$|Up3LZU&5M1EE-8KFz)lG1 zuha=Z;klXeIP)V5%RHIdo(%kBkI5b`wr9(`O*o0e>fHhn`2{b)2Ew1dqOCY{+aYF` zp(lSzxkJ&IVn&#+go<^YJBBy<`{o8_$w`J#{MG_sLX6}PX23`1SN1wQbtw1Rty1$C z0D(>IdLATBZIw3o#5i+X=L93&Y*LmwLe~mc$CTcjSLLaFa^L0TqmPn4I?7zrKSc5d z?qBAS)bu&BJ8(OpCWvHDAzZ<5){Cd$fd-`EO?m^mc=1Cw9`FUkgR#>rO><7Gle0RZ z&ywPk-vexN?|PrKkIi;fk4Pc^vC)auR;Zj$`}r^H0^umITz(yhIv=E*ke7*#tqh%i zGN-3uZaVB@fCH{`MEs;wuU4Ao2-Q!CqR>H9tSh7i?c<7dx)XxN-Yga=Wvh+CZ#*y? z8xc)<nzEWdGOIi$W^Elw1J3>E_Svm5XIjn_);rw z{)b%L` z`fn9FpQ6|$Y~x%Oe`NrF{&9P6@v^_f`^LB*+BOE9-Et@?(Rnhp&%I|;+19N8wvVUR zKJP*)$G)gnQ2yfO{!k=U(l-f7nknO5SZl{t=uH)CkJs`$OYEG>PQ&Gcde_|0u~^z! zkyBc=Zy!j{pu>{$yf?B{L$038vr-J7IAA~Gd3A75Hb(qUe?l2`vn$g0uGjA=AQ^Ep z=j%Y-&Ytc#kkPThV$1Vcj(ysH*1Io_x%IR6^NWV#GKN!grz{6hW^ipFn3O!Y$f8P* z$xk2z*y(ROMn|C8i+-bW_SOxi4vB)#@$cpgicf9-3)@<%?k6#)TpSQsGD?=HgP2kQ zX&RlzXlFVA3itW@+YE<41ISdXQ*LbV6kNVBio1ghg^Fr9`Z~d?o_GpwIsH#K+W0$l zufOM_u}Xf0ed76zMXiehv8U9oLLYHoyd3`!L>>25EdVoRG{yXFO|6;NgB1H0hlHw} z)_4;metb$&N>rzQ?FE*_tRMJXEGsjNjMwr@p5=i4p_aIBocG|V7@J>YQuO53QzxL0 zz_^3z9t3FY1^#;ZMtiNtW4rIT|FcC>j($sjF?eKUvBin1^Zz-EqaD6|vajEfZ+LZq z#(+q`Zk7hUpp8xLP#6YM^7G60G{UFC;pTYv24Isn!|IGyezSMbo1+xaA9$7b)(^Ms zurdV~D*jJohUEdwCkQ;n%QhFXLO6&B6Tt^qXp_#u;}Rv04`26OPh>aQ!Mz=-QzzI@ zLNoRT1Z~LkF|#@c+RVp3+m^O;AB)pLx-{bQ+P3ash295LdA_fDoMzYCY^x$&PgG=% z24IUEfw6 zXNt*02Yy=pzU_kx{Nz)+uijvqJGnQt@@$?b>}Wo9Pn+or!(o3|V?B?rU9YIubeFN? zVXY)<6~%OvCH=N>dCXj)c0%uK(MS33RP7&-qL>jN(@fXTU(d)4w|e_{ef#;^j_Rva z)>un{MdeSWM@hBu0Mjz5oebx2te4l#j0v?)ZZpfD^1f)K0wH>bmlf6SNkz8hzV(Zi z*KVCSi^BIoH?Ui#`_dj(I_8_tt4sh=`Cm^ko^ldp-&zqJwOd~2&)M!BJe;0}iloPI z!2OTkA4seGZVy=4Xy=>lY4g5-%7kw9sGrlDiFYq3mQCCFY_Fvrf+n+yVdQ3>X@RER z16T3qLpT5h{*^Z1_}-vn#Lls!E`R+^gIOc;bQ~8aE{hOPixaOjP?OA1J^vsR3Inc% z!c$Eus@%el5^eP2s5+iZiuXpE%S-{6LHTMT#Ux)p@Us)AHpRhCQx9D6SE9OnUZzgn zG@yiX-g0*DrYAQ`r^^^2Y8cVWJ<0a;QB-E?a>QP)u4mui(iS|WW+L%JyE>m?QG?L@ z3b|u$(e_Nqz_|A3Y1(%yc9Pv%p-7Wy*V_JkA?Gk)wcMj z2$!a~4_X&Re!vV^Sc^B0e)sg|z*=na-JpZN62|4N|io_4Z|*Ij@2l-85%4nH}oi32PB>-?9-l1#52%Apq@k!pV^U3#4j zB)}RHh=^IQ&@YZ09YMWV=~xdiBf~dbKp_hCXP(m|`sj&E4VlFBuS>m|)1B$j^9jLb zVih6bf2pk56%UtWhg^BWvf(QAYQzE2n}ilQyO3_)=mP0Q2p3_?ry^e~mj9Z6zNYXN zd8!y@EABD(bWK|}vTUqF`Ip=yxkdT_n!FN4k27SbkT=MOlwCy!D%$xJ;Pq$y8H7>t zwB!mw28qe&!;Uf+q4Ep!o8PK;mao7CHLEPUE?JJbS1EJ6sE=>!bfavlE~D6QLImTR zDm31ddC3A%RnR>kjK@BoxDId2%QSA-fOv%qupDp5yN;p?LE)M>_W_GBdpA* zJa0i}u>u%nsf)-oEQd~t^pzco=Rx_{QVz5`VYL3}9&?}dYxX?V!I|mTw*HX0x$^i$h8oDSLo9&QbojWhz{rZ|wYLUo^eEfCz4 z&AhKOdrqqfLd<8oDc$in;Wz(|?>}u0q1ONiHy|m~$l#azmWGAjfAp~-V&_}Lu=Dl3d*lsYv>M4@X&2icIl{n6R*k- zmEQ)aSx|^Ut!Y%^h$h6YrqdpnTVpGJ67MhVQKG89D2hPfQ@7e!C98?GS&DYK!7(zv z_b0nY!eb-i_E`3++bI+~6En6_`m|zz>4TF%s}I`=_A|h3U~mH^#r%KlRUmoJ)Wib5 z1&ZlwWpc`)1RT`i_o{;KC*`PhRdEXwQO*+?nZ3&-`6WWxZkW-s|t6`N^)V=K7d%>o2i$`-o{4hMk!I5bZ5e?sxzkW4Q3r8?o=BF zs6wa$1!@pzII*b({7cHO?SNlT-|#45w)f)zEu@X$7a!?txOjwB9Wub4!7*w>L(E zWUoTTP>Dpos^x*>{p)rizoIOK3+9ebH2~ZQgj*Ss=NWg|^?^PZ2r&OS19PgyzrMH% z;-=N%4^&g|MyOtWe6+z>XNfZ4lE_kJg(k1GTay=W@h$$;}KvOW)4dX@B( z0x8y|WKh-4`>(8;n}iITorN^73nZCCN!d(-%?X0eT+7%GkjIY;A1DYt(;qI znA55weRWDYe|S1_g7a~plF>uQrD4`P_C~53*%yqT)tYW_weL+KVnL~MV4B&_;pVu8 z8UAdYC1=Ls4m1A9qe;upgS11!1M`cEsaIU~K5Lz;cu;0*S;|rKFcO2kWMEhlG{|Ux zRX@1h8n(F^C)E;my9n>wGPI3RKFkhyk;qh~+! zkp|su+n)Qe1SRU8H|uZmHFD)jA7!0@!XGf4Y7Yi@p%!v$cqGrh`nsb~%-7{~J31($ z^CJWP@7gDjVKo@}b;|T!@nqtay}R$G{Y-RopF&hX2r?-xghO4}jA9)~%o>U!;SL zsYjdT5EWx%n>6m5yfPu*{lT8iXV^=BtLhZxUO?h3#Ef0%zvuLaFTk|Wk-m*Q^=*2T zF7BHrMu4WI!(v-4Kn-?|bdb`sE+TBv;2p&e@HBzOI0dvD@Ns)4kLL6ujx`K!O3a_u z)VC(Zv-3(#VAOt@AX1x-M|Q2>+66Gh?@b*251>B7aFXxUEA(`3$J7vZ)mO`Rm#cmL ztfC0EB;aoMX!!f?Fv){I-BWkdZ|M6R!aB{w%r^NmN*C z^KAW`WzfX~`ekFuiAN`}6}MeSI?Gt}`aX+8sm3b>PWu4UQ`QHdnfon%NosAVkqem= ztc%c=^L*t1bQC(`%nztL&w?f}HwiBFBMV&Pr>raGdPme5Zz*@a&`!f>)BIV@&m}pf zAgF;m2PHGe+HqXBH87{^21wa=8Wzu=EFDT6XcVfTV*4K|Qd8Z#LjSz}H~~8Fj;#>L zmy*eJ6{TI}s(o@JSxb3N0#bi^_dlJw3);WTmrSj9bDGL8VHF<^oY@BD07-<-h<9U- zPA==GRnLp2!1ho!;E&cDq6t1{xR|f-l6Bul64(H<%jsNHo~E+r$cOkt?c}K)o!iP6 z6h-xg)xCVFmgZP`zJg7f$;0R>!bMWx6QRnFb%1*%%ewl!h6k$-luW4+KNShM5BFK@ ziU38Rxe9We{DMw$Zh9S|r;ei90~W~!RXS7r04zq{V7ey$!ez(g^UX>tCxqE-Hsxu%94trH>pM&^S~qoSvajQTG(a!W8S9c`hpA;Iuc+K2^IYH zfC{1cuC(#|r%iaOLZ|kbn!u2)d#Zq+doK+77!CG&6W5k7#bMTjGl4mhT?J~fJquke5|HnFXkh(Z;t@LVwUxQNV2xM4 z!DE4$Z62A6+@QyIQu*vLj$J&nC+jktln7kD9$YFy-^2@Dd%Ulh{{Pk`5pd2R1W55`FHkj&xlX{T?_b`FsMav}Y|ZR5$6HgfJVt#eT^5o4drs~;sMUR^ z6~Z?xof_4nksUm?ID}nFcNZUiQf%OJYZSZphw{-VXs*~%;KnO^*s9l8=zIBIr~O~_ z@{K=#b_N7tr{j7ed#~iH=cth#-M+Y}VY{lC)AN&f=2DxzI zaHK%90^4Zs`i=A({I2)n1n6jKO{&IJcJ7|Ca7t+3di6S)#c7!`0};CYdpMLf3W!l@ zhKG*T?=QfUZyfD}6$x`v3QNC-{!bd2Q(WzshgS`MZw!Bl_Ji!;X5jh?=|>dj_a3Ii zA1aF{pB|1GK!wq;3J%QGOF&N4%<#H96WmDRLM`2X$-D1(y*$;-RKSJ#l3+!i_)g;b zk7V-HpNKwCXDHej@ig{&+G@mqErntO@aWvA(}VcFGA>WOqycK?O{EINP(1wH5umeW zs9^p6W`1JaUvP^01qGZ9#cQ5i8J~!=O!#*~YfFt%%(HRp!V+Hy>-R4Fg8f0q!oZ@1zzSvqCOU4pC_i(++>2mI@xsBrB zJf;jOnP5c9-B^1en%+|i`loSfFNxfm=;|S4`cm_}^|v8+>YaRR5w43hzLkf1R_Y2CcQU76zM$_0qIQ% zy(Z*Nc)$0@{c+d2>)!l|N6wtdoSA2yviF|s+KvFDh&7uActwNaQ}B4}oij+>VAYx0 z0Q-`X6_88eXXnd2PISSgV4g|T-Jps*a+S5Wc-K)2uDi-0%Gazp_l#`#6t z!5OuU3CW77Zh$OU??dS+sqjnsfwq~yy}c52H@X%CuolPDX-8Fv1J{}v-Zc(E)+jGp z+GanJ3|9?4J;&T>d`vy4i-*^lA6qN5OV}?;@**b`SO~a8ux5g`|C{SRMuG}P;MZsL z%w}9}bP5O5M;uu;9fl*B+&T^-6C(up2EwAKB5+~rk zK$sP?!p<{=4>(tI2Qtdd)#2nTq__O^yV_QLyq~>TmOiR<8>|9l+9L6el>qck6 zzR7mspN#OR?A?m6){hL#n_a?kq_!XR0j|44!X%{^=;d-y~2tl<*RI=hRcM?K5Cd{-Mg>n61Azmp#Ft~r$MAdQPDpE=#=vupTxB}yi9AgLIy5xs>129^NGsasLl2nyQ#$oTPOZCmL-3^#$vrgZ|C1T`UAobOF&f>t?O7Ofd;6~BPF=li9xch zAwW;7G~##gm4_K8wY?}KQ;V9J_*~l(f1X_AFe`4p1K^{6u)@8TH$RcP(CvSD+ zQ#I9hjo>IafpG*0Q_Lb|`;z+15O}|~0*jJkmH*Zk?fnCTr`l3`Z9fmBgNnoVWN#Z* z$&(Lp*w~%9zOX}&uJxJY%82xUwG0=y`t#s}=C|#dQ7*WNxZYE2viGz<*yUJCufH)` zv#sYxHQzF}A7&=Iz|QgSwxDctG7zxT3QU>%F(no7m;pMB_>F8;DJXr8z4$pQxf|C8 z%5&AQ9+eAQw>L{P$pSswWO;4iI#gjLGkE9V7_Z& z#a0{A92tbj8{1&^YPJ20YnQA3Nt{B04ncN*K@M9ga1F?mJld2OArwt@3q`kSR^}#Q>Cl?Xn>IL|KrD;<>whfFk#^=r1K@>$;(jQ3s#NrUn0&x$}LJ7yjcA z$PEKkMS0yV!lg!$8hSYMLhe=D3yl-Zs82+|zk*l+_b7oYm)-qXt7`kr&w+2}Ul$fy zAd#g49|(@S>4W*irK&5^@f#V%5oG_+2`;b$g%n?DO3fG?CUC}gQI*9R#U^6jp| z?Sf^^AI&nV03Qsg0EhUNo&Ie;#Dj&Iy8G1p)yz@z=>lNE0^4?Ac>d#ySnF{+)gR!z z$U}6LaMT8YRNt;y3AEwn=79E2+28u&zSbCC$2M4etRVEUgQO-}Ic28#DxudvmpK7o zZYgdtbMF)ainX*9h0tngp`|PJ-HP06_)~N$-{> z%{ac(C{tlVuMI2>L=YTn{1JWnvpL>u!8*iK0(XF~;BN+mhZL2pq*epioti3|Y)+kd zfH_u{L03tsm;SXzCp0ULJxO;1EcnT|)qC^E7iY_&16VE2l|)+EM6=uCZ>%v>I0Jb6 zc9X~Qn)mlIj-d}%<2D+&n)ooZw`K4*$mCcIBBNQ8wK}gA+&R=kk>A0YG_ptC;~RwY%_yU}j`)%DVf)uu}Xf!8qC& zryCDV>2BfSPts4oz6H4zrowNlF$CC~fc|uBSw1fE$U~=kp>uD*>4inv_fbh*;qSER zOkEWG18zm2+)Rd>3^{#{9`2U(^xThwtN#se#ys8nHfn6D&vLeRUV^5c)#a}*-wI4$ zUiqTpe+XZj9mlNL;?GfDhL5w#y1Jv$6w z8W*HnHo#_xuKGB19>470%NWu4+R=ooD;%nv&Y&E>zq?A2K~7)_X^|-!)mn5BK*V&= z#zCMU^miXHBf5Je#*88^J$+YLT1k^_H>Du4$<=2qz|S^0;R%Gp;}F}kw#E31VcQGu zeO_Yj{da0o5K^tVF28wn3Y7!SK(gV10-z6ojO}U@%KZH#MUu;QJYERxMX*) z0W3#{+p*aN`*oUBj(5BFu!OcN@sDwZfbM~oV4s>FbAusT!$q{R zaLfkx+Akn26S%hU>=}1CMXDs1T9fCPZkNvy^HJFKTneAjWK8q=&eSX%a0reDXq`L8 z)@O4a37!l!I^?GA#pj55nVUACUNX-7nlQoM0FLl=yGo<&7@Kkl(PH;0R@Rx;aoZ8} z9sC{>c9-CoF2{D}OtLB(hj8J#^S05=*zah>>E#3M`g_pSi$hQiyyq4*d+4EDByA|5 zcEr!1_40;Q=_QY;7)aIf!?@R98acOlr2%t<*m^v(e5e(V6kMXYYq|96(-|EY2n>TR zkSFN8C#18Jeo146o2!97`9@DDVN_5Au* z&O9`yAMHkIdsc)RyH&Yp9#E|Bt1aLVzu+;LA7Gjpe?H%y9ekO+LOOLrxKEZ zB19TcuNP>I+O~aF(l`B|SP$|Rq`}fP0x%~V7#DDs+r2p1v|q+q_fqeV5B~(fU50!s z#?2Wlpu@PSMLtU_kO6y&ckDtj?dt7-buDrDQ+`SUj|jMf94;}*_&eWKOGkQr&X`tm zpXuzapKda#OCQ|UZfrhI{*E~5%K!5zc@I@Nu9~J;d?i}_ENBCmH=ZbSpa?XqXpqIV zXX-nNgm=0L9+g1cIfILoOx?6v&Qf@yrB49-yMYF&IoXpi@LZm2tY=+q@(= zB8i)i;{sm+f&%84i(O_0bR$sPE8I(BD^CP2Jwcgme>zhdP)@*Smt(NA4uFtVXP|5t zeEXE@4Dt7R-^0@^7owL2#t~&s;$G=n-A6;97HH76$QDO^W6D?fPa|ODmgExd5Asqp zGGtt+4b|!P#M}u4#FKsczqA_P3;;yv>OOret%joOS~Cs0EQ5Br1{r5JJM4-gq=wT1+U$N) z0Dg-6Y+Qp(6^$frdnwn`wE_x;=jKl2*_c#4nv;%3m zx9xXRiS^+Xol5V57P8F3%UPurDsKeX?nmj7auyxZl91`BC_%ELLz&_wv(?sxR62O| zBqQrQ-wcN1<-9UlwcbF9NY2wep|h-6po&m%U)rQXA8e<3_xk7UZzjNx z4x7KHfp4ujoaK+}dLv^i_{;*Z>5t|>imjv&D3q7KDXG0$!2A255w1N%?7(aT!JIkK z*0mzcf=!%hoW$Q%tc*Y}HzNS-7_k@YGJ{`QciBxX*az>J{IME8v3<&@_Z4VAiHSni#tk}(we8^h=sspX?yw=EUfta@pu3i@Z`!8C?=cF>d5INDd zcL>^R*qui;Y;Gtw?+N4GcuKSXZJcHgS~TUHoMZ2}T<8}y>Yh)7`Q^VA%Zii7S@#)_ z4YQbjpU!X7ciF(so5>V5V?o2y_^${1>Bak-$A5|>15VRuKQM#|H=GRYU;=6mc7q;A58V5A!mL&r;PCt|4S=A%i(>47uN`jDB_28(7^onFMu;XW=I zj!oQ%uV!ti9e0A`%2B77zSGL1z)HYFku!kVD}Cy8xN$tmc2xK%cddj^^v_StzfX&^ z_cwnT=|$+3T4=%@Fz$kt5&DIEqEfrnpq-=Ede+Klx)FdafLIu2GbD;U>MASr?gfe> zdf66ltYF!Oo;BWXFn!PNc@#e1^sKQIy$F9sTTjs4ol~0~mu4RwVYH6F&m(ZXuX)F! zlD=Su5(D2|SC+-05QiU*A50Sx4J1Esi#lg*yfu_+UW+|?;bGNU-+Q9XYFNezS+t@ zn-~G>jc8@gtTm2r%cgZj`)y@Q24L_FHcSx>C&G+dsL@;78VZXN~@`78X1nQzsZg zgRB1bZi+~2-*m+OxUE^>-Uv|p^gq~W^gnQRc7|3v#^wk2bE-nctg_b_VooWczPl>} ziQJkS(~T#;zlQWbH~hR--Cy1(b24h|66V~criUlZWMk8&OP$p+2v_*3*On2B4|Y|Q zmy2VOUV{(u3BE2sJFE&4J+Gep=RaKSQ#QQnIaQ-G$)}J>`Ebf9@a(Pm9~qNnIwOde zJmf0$B(~!8$XPAd5m&qUX143vB_e&H&V=6wN&O#3wcTyHu!6+ea3bV3=#7asJ^0G- zK)jSrYmbeN^lMab5LHC$;893HxB{WSB_jX3*Yuxv++Ea9%|>j9409$XxkbUInh3?@}IVZnFWBaBn^A!^dyL2*}1Mm1r!+NS5$!>_N{wbCzxFLqMT2I|N19MR{l~IAb=JbC&XMake*@r{S=ZdZs;M1_KAB%2BDbz77T;>4LZ?21QQRGC(Nr+N}i=3>? zQ}YphV)KDOxxjB0zx2UJa+vrrg$?Grzc>Bhkp$o1tXAzi-_j#8A}XvP!p>4EP-iM| znu@CGrN`caqYQH44H!FhQ+pG775h7%g0$(RAQ_kP`5)I}c84-VONB{a1*hNC`{$V5Czq*&9Q%=XoT`H&X>fTMPw}jl;9%&kb`7vXKCwaxcD0k(vE&sb&eOlJ&kFnTGb75a<)!Yr+kGM4mXw}Lq{*}| zZDeKN@*4MEejP^1L>f=VhUPw-Gqq&ybgnwLpNSQhUlVZk3a2v2nBZJ|(U}r=OgrW?YSGX15*xhl zcY-M0x%$?QMnyNzn3Je|ifFmfo&tYY*^;d|G-ws9M9Xt;Dld#Ma8K)#+({0TC4YO} zorv;Puu>10jRvVp(6}C*Y9p7b5_p`#dXRNhDvy8^#h}RFqY7@-OROFDp0@B9_&~~7 zGV12OokX)Om2IAv_o(`U^0-AA7u-X<)IROg5j>2c_Z(lSZ(H=K_`JJfarm`vaQGX-nSg3uyOC32Zjhgu2%8 zGZlzzwmdnGD=cqS{xU9baKp!-QrvouG($?7qW2>4V#(vl22TVzRh%79$iIg0;>}WK z%?Kl4v?7hs$}CrDqR1ac+KE@>fkh|!wSvR;&;|Qa`wq7A+|B3TTw-^^gwPfy^xZ6k z)*duGqa+Fk6R_)o985@8|GM<04~sAINK@%GUNt3BVKWSJYr+*`QWz-(TkXQ-8*lc> zotrO``Log9^oyd}w3EJVED$yAa^t0s){Gu5S_rIbgCZv?+{enBt5PGWwA=#w0zj1EkSxA9}Z z23!Hlf$R8~HqY2|S7q#*#B~Q#**{v!YB7+t$Fgor!KfE9j8)FBy0m|YLLBj8Dvz7J6)xwiMo+bh z&z(+V02>)4mE0(=uKwFWOLkz-+A?X5Fg9WbW-#Yvk( z&Okg8c!CP{O`oJnqBPhJkt26yuH%R#29^A_49f19YU`UZRCn@2tg0vVhW^AzSLYk+ zf0)**?k&@}8$(ISK&+&#+jpB?&h;xRiM%uQqqBR34qbUVvgH2bSn?1=B>&g`=KsrC z{XgIA%2jpaNimFGY286dyL&_z5)?&ft5`98xd@YGFL~@>h`isdkzmz10)Z@53U=Ln z0Sa>Olv8r*r;3l#+(H^_i_bw^Z^3{EZW8DG{C7>ZUQqxnfpdP61ma3Y@Zt2cli(oS z$=!H4(izO9YRM=FF}FW^h?+KiQ6bDbuIO~gSiQpN1CU)5cnO^KmP&iB3?M_cx!ndk z?JC}cwA>vB$8rCrh@G670{@f~C zKZ*#1ut}bctWZ~(&86HV+$!=qjmg&V)5*$euP+mw`My?2YiWNosxRlADjQ^|D z5<4P>1eYg+!QERQ=PRfjA8q;8|CyWSSHb$QV589w%#CptqkZdT0Z3#@BVh)ZftTag z!iO7HgHoGij!6Eo<0wp$y=rjmol}??a0OyQL>NQ8j&0Bq@6y9I zbsDiWeGVE~xBVA`k!e#Awi}Qju0-&z4dP*<`J#Tl!z%(KEq^QgUYOO2haOxbZt*1e z^CcWp+ig9o_Mb;r8PzW_C~4;|Q^8r`jGNQ&#lmG=w*Ykvrl0OjNyQ|CK0A7lZ)k)W!H27tZ@YWN{kp{ z$qmBG7M+T1L)8Rb^-^f%d5D1kA@Y1Y6lgmqVD!1b7mXl-=r6tRrv}U4a(VLGQ*gA} z3OnI8d!xmdZ62DF;m#5k_a4A7s1eNxN(fAy(1W3hGHu`VIB`d$({PLNIS5*ra5eG1 zzBX{3*pEJciYXy0?#^dWa%(D6hM3P1Iwx+(ACY8jh=3JTDi-L~jd_YZg3-4R#DHa| zLAd*lkrKiX34-Syg=~9ph9X#Jb=T~lOZpZo*q3GU42n#B=qszd0xA4aCD7IX9H785 zt0tf0mO&I^8$2i?UAg-O@8vH%#^>&Y(>r+Z;meMr{}=mRN(g!uwn7GC?gEFe!<&Vp z1G|RW^gS<(7yI`L3M#K^;e9dC+mPQ51RH4HkjX>V!l!!D#NJ_UbfJ!Qeq;!as zl$6p)!@th(yzlpa*MD9AT=+aXoU`{nd+)W@z3z4I^Gf~hol~S2NKq)%DMbZ2O%&?H zZ4~OL4Dk{8rqX-*BK(iURssDCg}Tg!{2_8lmvVwH864#AJKVD|b8t4YH$~l1S7E;M z#O9g9Gh=&mTL)&*%R*Pat?f{uP|PSrxm#K;@qdQ(t@Nio7Pl}hm)>%tSy#AC&QGE^ zKYuM&z1zi%leNHd<9yYWqoKmj!dj_cJ-$0b=5Hc_!v0Q97C51Bl1nhT z;A<6)%5M>g>Bm`tM>MUJlseB_eJXm^d4wZOBp{Vsx&7D!6G2p6c+$?4S==ebs0_By> zXVUS%CX_Bu?x94xSMx&qbE%pHgYIS;qj9F_gu9uYPqJFXGt*bZ{%h-shgdp?u;#0o zdv|l*&3vj>VoI~Pb|KiCyAV(43`N}?a!;>RFW;bWuG3^LY{8}V7q|8tY+nsHjx!|+zF{~1P9XGndWOKpRqpOHw;3v7a_wUyPM zwY6)*ZpdCiq1ZcT9Rf)?4Eu%u4td7q^o+5#eviCdjp% zKAoMNl}zUdUwwY1a5yFuN8RQ8_jBv6f2Qss{a9EuFaPy3x{r(MUnN}W?RhV^cZf+S zomwYmYnq9P(o_GlK&}BLD4{E;q8Ew8%nsU5xV~>e*+Qt`elt9&5*Cz6D8KEG|vBIr9=piCkununE+5+XxR#w;p(IYwbB4KITy}PLWm4lyW1;!(MVsI2?5CBL zmD$+X7Q~gEZEXdGgo;Z_sP@ag2&;HXAdP6LRbYQeN?I{7{oZ44Bn_ic$`B#Ky_~k~ z+cgeur#O9@HC=B^AlTsna&cDLYC`G1<+0R>2O+^WQ+s@kr1i3q250)rMOXN0a*{n` zRZ3Z}lb&0#JUyo-UqK1CNMFwq%pDd_bGxsoVxD3mel*Yh&WAOHC!U`BfBv)zWR=@Z zd>a^uz3`J%Dwn!iSz#Wz3AHxHSMIMZpXMvX{b=6S%geAGU#p@&+wY*7thG;lX;-uV zV{R~VVFzcMbKja&mqZ>9E5FvQ;NiNxJ&*Ngn>1q!3kBPvBDs3^?*}YvRsFe2Fysz5 zSmp@t8J=jO%MAfKn=i*+@;I8t+)kQ8@SzTQf$|W`6Y_B*?F#TbZXF4^Hl*q8< zODnD2Ui;Cdg=!mX%J-V_J~u?8W*=$wEU@Ggc9loVGdl745*~2CTW)hV=c^P;Eew-9 zx7!bd^2Kv8wGI^8$HV)OeeLb}JKCUAB9D=kpQ`rWD7t3p@1p4itKMqKy&mVjdzD7v zeMVaPqi$JJZGkiK0%MNtoB#T!iGKk7(~h_V)P7o83EC{18LH{t zn!l-N6E$*abLe>GM(E*{q-1pR9{-l_m=7ymFc?1Vb;UIV2I4R_MYp`tnmIZelwbkF z)~^uKj}=!YE_(l-nT>xVndWdtdT~lm1-n#FT*5?nu?fj9Q`S>g`22WVoRY}2_4H|U zo4ee$m`4Im5+_gCDAL*qi+K_cE4wDH-!H{nK9z5E<(;-WtZ@mfkeohk()Qa^uVsC8 z62lH1W$V)1zm8@dftsR!t?2@u2LdNDf4gp_2ly+HX-Bvp)pg-9UK#qCD0cmPh8M%( zh^TLfTo*1W?tOdVm(AW7lgILoSLaIs8J>U=b%!ggIchaEvGozhUW@Tl4{5JW(DuA@ zM0`~83bgE}`{Al;sYUz4?R=@-)KLS2?+d)4VyyWwD&5yq@&DMnuhqqu^6^IFP1gwS z%7=OTkyZ$qH#kLP5p(z}&c5Tj7>@2bu{xc6vToM~b?WD&TUK%L9Y|XP@mE+gdD)kL)=#lyY6foe$Hw2CdCI z?wzX>B(Lj`%I=@{oDDaRb7h_qu^cR$_-&rRU-)B8tNmNW8lO29E2@%HT2oU~SxLWh zQ9B?b=XD8TqpyXOCkn15+v;G?n9Kia#9w%GJF~lpucbKeZf5tBYiovBM%~y* zBU(?4!~-A2Hk__BpZ3o78e$ei0APrDCBM7sbA=F3oUp<^Hz`YsdtsUn};B zVgC_sT1Ul1QgtVd`Z*(`qZq>-PYCnn(l>}08no%nX#I?XTCS;Hw>KRub8F;n8dzC* zosL)$*po~^W;Nb(Y;bf{a20%w|y4`wN3$0&cliYo`3Y7(Dc zm8uq>5H9F#>0JrdQYN;uMLzEFomJXvF8Zp^q3UPkkbg46rL1!3c_iOO0~hQ!k7Y1^ z=S;n-Ka8X-G&D4AZEfWzRKNoXTMva|X}YzMd81UUz`8)gw#&_jo?2pk>Q!YD@h7a< z;>j$bJ$@gf@Jm~lJI*~;x&jscfhyTOV*H}9>GqeM z{T!W~eq)(x+V>XDt)JFdJb`p1Y9UN9*x+w*N%`L?f87u5&V7=5=Dgod8HYHhhy;|d zuIAGCQLR+@xYFaA2f8$#YyF+?F6Hh1g2nwGcc6ul+F90!d6~_|j<{%Vtwz6Om1M2( zsOE&h?{#0YKWSO}J_IOeDoy6!TMl%z`$l8Fe(*JrA%Fy` zq>4u~u_lTnx|Q7$d^cJ1->;c!6MdJIc%Gy3Ir4Sp!LC3Ay)MVsl0-uI4n0$&jV`j; z?1|>AUXt1k*_PO=j=q(@!U`bv&8>m5r)Zp;XLE7h+4}qP2AoW#Rx#@y$b_NL3dKAv zR||3^o|)U)FMNpB^`(4y@7eTCOQLL=;W|yWuE1o2!rZSp289>>QrazIGtlqE3C_T~ z(&u4R@A~P}U~q^JO7Rk^EFZRJ^jv9sn<$*(b{|qFfXV|;uJu@+d^-4#-a)hOA<5{Q zm{P%zeyba5YHDsvf>*2#el7M@ulH6a5yBy*PMS7aW3P{CKa9T3K6GP)m!(UBPk=T5 z34J#1W&9vdiyO&a-}Bi(ao2ykOuH|%2tx@JSl336HxcFjyc+H4W`3PH_CkEz>i^u@ zsM7t%K}_g_rd@~;?Yir*Kx@~<*BTt64~zz-HY+Nb2+*#>x8hNZU{jY3@23_&PkN58 z(3Dus_VM95WD2<-eQipR_Dvd8+OV41>pfZ1xO0Xudv}|3O?@YIZ>*(;SUP&HzfOtD zR~x}bEEp-CF*j|*Cq0QXi}_|ahvB{Li*}$O1Y>3){it*|2lx4G0kxpr!UIg@L|yKn zP_G3O)9HMx^c|}iI@bJ1(UIp_o;o)t+}z8;pD+;6YRZgdjwU*aI(b-}UT;7tCbH@5 zJC{mvMpMXip1anhJUqIHRZZ@`;ub;6px>JL1T&c`l`D zqrY^KrV!%+@AAGV=+*=;LPq~r%A=)X^ud`u>%>Vb4$;SX?iKz3)=r*0sW0$0Dd~Jw zbCfvK?5|&suvoNY)Bg_=^mbp*dqjNfW9Y`w$X80)R)hcIySnbA(|?IDkF)Sp(*ONY zdhgFiY&gF6URU23Kuq!|91d5!gG*0O4+{(X74R22F)?B9GWKcu6aEkZm&sH=zt;iS z^M9=?iJks_r{M#HWPhEq%L~Iy2E&)yWfsBRC*M(Cch#o|SLx2{weV!q3#NeR#OErk zdM{z!>hvYi2iU1OMn-yilSm8fY0P&i+|rd=!+3Ku#DuiMg92AP1DS)_Eg#wA*vUSn zy3oEEAu4(L;AwvsB!}(R$>woyZp-@JD|_mub9}GN0k+VUL?WGABW^SOK@m6ewMN({ z(iF6-3+S;pLv8gMzSj-Jzc&_BrKtbPKnH6qRbO?vKIJtZk$J4ddx4IB>y#{=-&ize zwqeinV!R?WN5}D$;W8iJ&__FCXJ=gxdt2LNnh%_rcVxhyVlWubTfH#p;9+|@bT-lX zOZqZ;{?M?rmeAF3fnU5wv<2NA+*>pRTX#CWz3L-%Oft-y=L}OjL%TJF#_YAu91V6B zV{lA=I=JEzBhAw^V8JWDp?=vf`sPnxN(j)|d4c`YH8Kl!HFgtzKYK>5KaWdFithKJ zo7E(W6+`?PbBt2)&j$akf1CHWgY8+m0u@g@C<@^uN!b?tOd3!?+9g3=_Wpe`YktX0 zx53y0ABZq>iZAdvkZ913MJC1}20+{)xi8+;T;v7;A%hbwLwurG9RN~ecZlaor`M*M zS5kBS{@hE$%Ke%>Ll%MkZ&S*?%{4u?_iQh5INOsTF=o;y+E|WvSJ;oDzbDG*1wU3b zjT32lJ3i5*^sNL#&tq*Gr8f#>Sl20EjPItBUbc?H@h1G5kHQ}P(Cr>sE^6~^wRe|Y zDQW^FOg2KD3HGHS`VX_7;im9~vR69IH@<467GGGobQ19qBY*0)7ldn8n#tP#{d!&A zbthKKjEd46o1wdWyX0NqPl-QM52#=O-kSIFWx2Z-Qf@Y#r6Sib1K8(NYU6QzUMrWl z4(<6&h36`%LaueC4j z5kZ#Jm~)lZ&d&YMh$@?deEO4h&X^@18F4#Ix&oT*aD#yF0t<>Z?!oD!5@ao-LICkrg27H3=IjQk*aJsd0H?`kI~0 zBS4t(orUH@{!!z^MTw!&QGqt{NYebZjKh3M8uAHTRZU`;z!mm(886l@na=uvEYG!w zkYbl`MqAA7FIUy)>Ox=YlVq!?9+Z!>Tf+dQ7XXHX=W<=u2VelcAE=rKNQU4t))OMR ziJepHx@e)UJS8{h|4ZT_>vl<`UMKY{HiyGOijd#^4q1h%M8Wlv;`-ArYod^V=~de1 z2o1|hq^|^(tbNI1Jda{H%r8uBEiPA_9sfM}r@m^397BY3133D6xxbNF^4fyYrnjOY zG@kn3j4wsVlW5>hbysn!Yr>@kzwXb$?(mpc;TXk7%`p0zGt8m8R#xm|v@9V7uBs3` zLH#a!j+Ky?eD40$GX%Yuzp>P~(b~BEy#gzBWE{4N-B!Kk=tuY2DzAf+mZRHqKR;B@ zMO$d6x^aDPZ$Bx}1xQz0Nh-j`$@(K7_LqVHPS)9H2g#OFO=a?}#-;Re{T zfsOq=rjHG!JRK5|wa0D)pcY@?zbqgS0-#+$VE+2It*x!$;o*Wpb@F745g`-t7MyI` z%*yoBDWh#`ref2Zl27w}VSh}s*lH7e$hQ6>V}H)=4MF!uCGX$cIyv>NZ$ldwg{>P4 zAC)5v{7kIV>XJK#e9MpN$zV*``x3Ndk-bvvGVt6A?|A`-5(7w8PF#f;MWR@`7wO5p8wfpomuc1$uhW8 zdzJq$pG?J+jpUmlGmJNfF14Ro$HBi}z@K)@sh3mcK2q=Mz zyo;B~@#Pm{;;Hu;WXt{OjQDc@1eAEo(9+S_xffSdylo*c)d4A%F;mehU}R0NkCrud zOQRp<1s=#hG-L#ow zI%}UE{5+2o42OGfmkE+8&wmkyx|h0um%2R?0{5Yq^RkR^Y!RBKvTBJFdJYu#CV?>t zC|B}PAWL7vC++GHFL$bWCTzS!E}ju^?V^fTnZ47~?pcSn26q!lS$ESSVbhT$6;@k# zx4!UhP@76n`bt$mAT*Fxn`dFug8)u-de_fXlCfR#66w*DO=T~>s{{>OCu9g2Q}18u zo|r^q%K_e@!kYS0)~=o?Mfx)N;OFixngdfr)cpqs?tZ*fRKdY+b!LiUd?4CCS)cYsPOkvmm$n zJ5i@_ab~BZ_3IBmN^mni)wiWh7HmwmNA!8{*qA-Gf}g$L!$F$-D|v_qYnsWI z%@$ddSR=>NpFVy1_U+rO^93vTqWxD~^Vp+k^yTVOnSMq8h5XK&p)Ac<15Is0Lsw?Hsq)zbiCo$S&WMo$o z12vHLB6W8*)%Tg_{bSva8|g5KSR~|)R^D9gtGMX4VY0mBe5X2eLzYFAio#e(wY%(T zgTJ3q&%9&zwU_OBNUe^(;Z)swzTEi@!1dBn2mbz^FLgEc{&3cu_R1Y~8+)BiMa{sb zH%0+~8vOK~av_yeb%Th-fWH0x>Yy!vk>gW#Fp8OHv27TQt9jz05$QOLYDfqv%cR*x z?1zyz4!K(Yn%Qp3>4l+j+J*fRUO?zP9sEKRfuXt79+yEE9{`YDrM=2!86&mj$W!`7 zL3pd`e09w3MfssK{M@^&|F*WUvD(K4MtB-4POrxR>j?d6fWbssmrW7lPjF6yWoTAP ztx$)WD9#HneyiZGuY<`8{FZ>B^JDSph`2;2h|SOoR%y1=x%4>UZo_JBL_B|SA;0^q z&A)>pOw0R3kFnQ=4>mRRoL>vSqwcM(l}SrqB*Y+fgB(ClOmF?0UUJsvkw)ComJW~V z_}j-Freg%D5<-O~t!HypoqaM`W{M7uTQlxcit*LcdF@{~1@i_Cuk-@XVoA z!=iSa^6d#dx>J~SA^EwV5?VFs2&D5~S#hs73R)Q3YP(>h6J^qWIi8Wp!|}0$+2cQ1 zj>SdJ?W-5c{e9)rdfAM|1?$iF!-9$-3%cQ}V2P=u9N(Becv@bEz5)c@F~bf=ZFk!Z zbzjTF`IQJO_lL(HzgujwOEsaBD0?5wiRb*=SlXL$v=3^q{T>{{$ZF1o2`WaIqH{jP z^bH8PF4VtnPuGxXePir)bs`V1{T@Vrx!CWCtmEyIFVpe<+#l-9&)_iq)S!|N`T$Lg)2xjt)x<5 zK7rGIN^Do*m_vbqaC8Y_4;8Zt7CF`;Oggo((I)lh+%WDo&3?evslSn_$^RQ}Soq$O zMI*D^UnT%Nv9Is(b^Pvg0za73TKOa8h4BxE^LMK&RZ>Uk0jJtNJ|MtZFz%cArsCp=~76AtiK}VLq3Q!}v@# z;z@Z`?)O>Ua9d)ZRkAE}r{ysw^<*&8>vKoALSd9QgzQ1m9yRrtad zc`QE4;1c?@ksp3&En(S#f-FFRSE&2i(cdZLb;O^Rd7Mq@W&_V??0w&t`sW#jlN6=? z2Ch5E#*W;g6X9m1!%hJtzxzGg^-&)nzU>q@mkLMM3daj<$xW}>n&KFlsAbmvY%Pk5 ztPcVH`MqwLNcKAn7`-QaE%xj>7N;sz0w!m4&?ia*7s0BpEZ!l0SJ)kR!JK3A5Vq7p zmSHVSq0K8u=25CV-}dreEGhNFYQ?@9$!~);>@|w7j(n|_0TL(?(`3$f$GQEQDzz2$ zLFr4-7|dUvv(dVYaPXOW|2GF8DU&gwx2JwXD_D>7-H*X$vT&0WCZIJtKm|eJDSIDh zI-8B#HCAIPvVZJQh*iNnR*_YH?*ujNQMOV z*^KaO-DS_kvZH4>fV$*s(Ogv`8Z72($?3INnZBLM!j|t^#pu?@-84{4_Jl!lr}lhJ z*;0DaL0w&q#AYU=WY~w{VSQ>1egT2S#l@4YD!`4Wmnv5a-<*}mrcxueb8^D<8-u?{ zb}%8i5|yy*aXmhr>Zv58Y@)1Pq{?reys};-)oPj0rlR)LX-O~u!`7~mIY;18KOt?H^WT0Lv(4VLdK5aW zic}&gl3L{h$hGplOrco)7{rHckELawp`s~KV%($^-6vyi(fFy&B}+2H6_rxgtr6Kf zIUFVWx(mT$yStTv<>MX+bBv^fJcKKg{pQ3@zExIMUrNsoLL9g{KEBq}a_l)faKv(N ztdDn0@OX$IMFjf~rzKYT6mgVZfCo41MOtoUXz9E80yAWh)huCy&@*ckbjpAg0Bg1X zwo_s*Y~l;&qXMfm8QbwlTzyE?u)e;kQByuYpy~F{S73jH%rMeaRtoWVpE#8RK7D;4 zRG|5K(6loBME20BTQ%}pU&wN5ubrwZ{218zAgD;{wG%t^GPIv`@uo%yAh|u!cj+Ha zr{|r!4E@lD>D=EQ+4!YP=XyeI8|Pdz;rU8C96yzQB-?w8Pq?9N)4++s@hg&dNWcG) zU-!>0>9$@l#6s7Nr7TB#a8drI>}W1Na8X)B?}2mvKqofCB-ZRb_i-9s^OB?;7iqze zqq;OEu`ymhdY*OkERu7eq|B?9-;bJzMaYNy3L$KF5-z8Io`4jnIb$=jLzHH16ddS3 zJRQ8IT7ysg{sjspJSqbnAr(Fdlwx*vMG}^qBBJMw)pMorf&ieDVxEPWq(IKXDyWJF zk7aKRkyLj3AqgPhFvAMwE{36>{<;j-~=hGsGRfQOvVUEV-(KK5r-`HQ1 zeDrzwZf5Fb{L=@Cr_L#Gh?1E!hhZSc# zG(G#6wliaVTjjd-=DcDtqG-C(^oaN0GCKc z@yKu;p!hDOQkm`HFo7QjEldFCz4OkP6DbhUA^A;Ofe~)(UF(+@u6T#21} zkKOyJF>hkLXwYZ)waZ!S>>*9T%;0H>r>D=a`}NwF5`0PU*~g}53lK>Bsz{}wG^628 zHr=~$5Mu<7ZY7M)I*8TP)g4MNyy<<&@$6NOw1Q3P&q6G+rM4w!*%i93c=f=Pm4kN>8vsf={>)e~vzE{;Zl>gSnVdsalJ}B+y$R*3cLS6DmrCFDqRBp$sbhCFs zI;m}6jqiI|_~@w)VkNHbYrU^Dt{ZdA`!6pvCDRb*$}BF!6fG0Lw7-O?k67?}jlOdi zNqK5z4THUY(~cKdwbAOjAh8a^v5EyaX{=5lxqFVLy|&OY)0+q+hAs zF^VLw{jJI*vfj*azE{ZR*U|(jK%bc@f3oq+?|!i!w)dx4)*M=w^~o)efXQ-hg7C3_ zP`Udx>^dqIQlM==81qUv0%MCWt!9TB>3F}X&)xn4J398&m8#EK9TIW~i|RM&t&-YF zDU)SI*4PFci=B}(2P*}AO6$;H(W$`FR>yE`WG6{=dIdRwE`v!f1?ioah;3S>!eal|SnF>*L=;|7`sq zK|!>3l$BpRrSr*;vV@I$a1&~&PtxhOo<@cLAMf_NdJMAl8aK$nSmP2cIwj7_$|96Xr+!%@;I(cp|NGA$6(3mSsm+&Xc4kUFZAwboUh$cDq1k}!^zr4|Y=f?bV!3f&G%B3!zk7gQ z&8F5RIX*Pmom8e($uap=$9$D9#TPBX+h^K;lN>Aog6%Rkux!6q?&F+b^n|Jog6r|-|v z98g~-fB)Elg29Le?nwLZj${a2sTq3O3~fs3jx#f~XU&MxZy!ERZ`gvx);L+WL{CHU zF*3Y&&VTd#B2ZV{N|<6N&5`T41H~-u5$gYL@a?u{EDNESc=NC{M48f@q4X};UAlel zO^Umi5m(_>Q;0j(#J6&eYaKnDRH^_*v);r{JzKp3E1vIET2+D=RD)()@?9SpFY{n& z)alNzcp{UJ`aBKM_W#rY1r~&s4K29UAg$Szwjxa!S`!F9y5unE6V8^LACpJ z+o}%E^wT1!EMpoJ?2)yXCMtdFZ!e-ue3(S=3mYB(swuQu4xE?B51!XxWFT;Ym<66D z977cK^>V(!RfNFUnEp=|dUPe59fPbeRj6xb3UHDJiyy6A90ynP132awd0-gnAFmn+ z#vj*W2-8s$72>WF^r4(Php-O|4r19!$g`+l12d0ny$~P&tR}UCK^gna00QTnPB}b_ zARRgd=8ll~#kpg|-~M{u4Ao3Tb!=<$gPk$+?lyzg5mQ=%Fh+T#j37kj%ny$zG|c7N zt*%2njK!roW(oYThYg(Slhs(v0`rfR)8oE35McyO&DMa6T{*c?sM4*q75#KDc=Qqh zDI|-~FJ5!-M_X^d$Vb75Amy41G5y2HV~=qUdRc6xka!%NPkv-}EH|}`qHEXWW>mQ} z$Gz=e+O>FiEEMUuJLdb|U0Erf&^gz1Yg-HJC#K48ETd+s{H-BQYG6w5LkrYS=IM(0 z6++~7okUuS5j(op!3;}^ZHU=7>J#*Xk=(tYtLn${(#dcA{XvRorbMn!f4W-jz_`2G z5LTd8{hUnt6{UIlrDS`qS`Jl$nhDXL5Zch~alW7wcG+olkj{_>VP;w~A*V4_C!0AZ zr)DN*cG248Y8E8F^IfosAVaP? zUugbgdQEV?_f;nnJb;yQ&Q0wju@OH8a72exYc9>;CW2#=)e&w^uCH6u2YrQ}U}z-# zt>H}D`T~ZQwC}Cvo#rDI$YwxP%B_yqnELssUJMJjt%dxvD+|N@tY=)j?z^XG_?F`( z&wB14|Kdj_eTX!1&9(G1j7L0PDDZOMCQ#_(5q0;_9sOok;;9oyt~tQgyNdgHzcMGp z5SRuqR&20krvzbanj8$BXUBv-B5Km+gRijNz3p#~q9ddrahPpW>%1291#dp{@$>R4 z%pVRcLLeO3^H$&u(+qjy+w@DN+hhvSD)6Lw#OtNWcMG1VGM}OS)FrCtPo%335U}F2Gx%L!zgSFV2s}*XqKY$-LlXJ+eD5%FJ-cp+F`|ZJ1WS1Y)U#cU_A>!vGdX zCi~N*sce+u|Qd8Co2sH04p^0m1~oc4a} ze~QyTjVVfCkj?;2eZYs0O1_3=PjAvxz0JrL5^663ks7iM_9u}@FWSG=_LFn5lG`5- z32UKd3`aIQZ~X$e!%5pdaNFSil286fr}m%D($dW^zj5Id-Q9t*zi8@fkcYJ%u3EAb zw(NBJYQlBru=n9GA8YIYdBbgSN``OO=e}}9pi!S(kwZv z5!NuvFVymVT0!^yx#@Pv{TT@NK9q=fa8o#X$WSZRr=>^=tmc{%ae7U+EyN!q8gIsV z{j{m97H*s=2tqvmWa;F-dW^ZI$k=-AJ7iufH-SmLO!GVOaKU;hZ6tIW-#UOSNX=`V zjLwD|qI6SD5i|V`{;@MfL}fQ6N;B+f+Ej4v(D}_b44?ESD%Lj@o{D@)CwO7DIBd*8I#> z84Z;~CvL-QDT&*&_H@`l(EBWZGx{32XG;^vzeNesT7A%gp1etjKfcT z1-Cuo&VV}B!r9ez-u$?V{qbF-#EXg~lz9I}IFIbEW#(sLK&x2nl9m`7OFMYKGH(4N z&HNYhus|%_=QZ23i5D$_x&GJy2 zHSPbZtLN2NycbJl^}nSlszt@bh&Lk(;s+l8uIP$} z0?M+t{woQukkr>Ha^xej7B?_NTzRd|=En;?DSqIn?MDeC+P5QUIs@Zc5$qE+wE*Pm zq%e2zq>T*l>=K6?K^~`=md*($V&=1P=5a)hYXq*SYKo?TG|+ zXlO0ScxUI=WW1rQx((ahn%U#erhqwmXBfp=fzn8u=e~G^i`lukXV#%ukHQ9y|6Jj9 zPUv{1ElyA^BvbfO;CEdT4=GkD?6m51KZCAGf{qL!7e*Td-aJoFj!V<-zKK-Oa^2DDONlHWC()9P_ol9kEQ83q_@MI1D z8T6woQqZ-1N~UsHEuX&vwLDrzi$%}0-2YB~#9)5+kFg#ga`OC7s=E)|)&t=*OC5LL zXN0cYyA&nJ`|VM5S~O*Dr^Le=tgaur=H`m8VdCDU#RekpyfvuRy%I5-p+zz^X{WBZ z*6{o~_Ch|bn-j{z5?XcW!y4fUatow1b`Z=0$4}BjJ=3UD%?P-|i`^?KrS8|{!#^T_ z3~e-jvMXy6?kT?U5h<@UL*BcR;77D4SMHAr6xdV9?R+BGkBsay|GJ>E67L%x^PDN# zws5;%c!CAqbuu4Hq@r-nn1}4Bw|$BWfuwsz=Zm(bz-%p7JR)r7SH@|tL&>C0NUV8yo55^;T|xJQX5i-|DTyK#F5T1fGs<$*`_qfq$4Zwql;VFjR5A9jwl+tS zCceNF%0-GRcPR&$JV22y$j}Iv^0f$(uiwca;G~BoA+RHO^yi)*Y8JJ=FA)l*RFDLj zjkxOKPKAtk)(Nz0KGzNU{R=AE5b;z(LYfPeH$S676Y`wQo2d2dPj-kySs^hRs4#Ux|2db8=0pE37Kt|djaB%A1WH=#uQihc}jXZ1!ICb#oDpNXe90@rFvK|LYRU}ab?)63flDMUx=ddi&PYM}UO8Qk3 z|K{~K=5aVvM~NqB+(feY#ox*iNE#-s2o)tb#~>vrI@lt>(H{5}@5lvvXDG?)&u|2` z4|eG!8bv8<#|G;*8K6T1CFt3fC6l&6FGH^Vc``{o@t48NECEqHZ597$2QD#m*M zj-=@U2syv85P?aba+-g2D}Vj1v+%zK5*83*Xx=#H{lg-bW_wa7Pb)looQi_K1z`0y zr=Jlq%UTUY-$Wu1@CLWgpY%N#z1B4FgWiy5_rL-gpE>0*t4#xnT#4wX>nRYzzfZZr z24{<2Jnmf!HJ@NLv4p#R_w+p3~U4ImibL9hwMQK!WwG zE|{)0pMj~OI7%)YaF2pEd0nW!XjL4iV`2{!+Q}y6H0@US_7ry$mD*GkU8&OdRmtmS zwuSAHqB!`MJqWLSm4`qXPf0*M3jI=I)lr=hS`T<`PM8h|=HEHuy&t(1 zsq^0Z6Q@VJ>zNa!;tk&|;PkRiZvQ-}wD!VOQR$24=2$q6~vQA1@qL+I}BX{kP={a@I)4=i~xU>$w|mzcY%Hzz`n4{vc1* zL@0I_6*&uZWv6}^ZTxMAN?x2iXWl!%F6fpGD-uopm*3MhG2JY6%|EYyzFw^~@LwT3 zfwuxd2bc1PLK4oU(B1=0)w%7_gO<@d681e}MqV_iG}ff?l*Dx^@eL9U7B1D_4I*;rh_L8XECwPOE~$C+E*WgooP7fak6j(L0H zRxjtTfd5$d3(jU%_JRC;BAVoLM|M6zYk?WV;^L4fBP3NH2*afLIF1&2N3)cLyefGI zT1a5`-KL3}s8Ex9d*dmlXoze34|^@%!jYyr({00=O~L`u$k*fmSz$B)U{_>o?knlD z84I*WJ#e5v)L%o^3C;hp@SRz&OMECzj8LJt*36P!p#;Hh6<^h_yH0h=FuE`OoLiS+ zP;0Nivw^hBLqvJ6`6|x-;Z?MHv-1IdQCgLQ9IN2U;VBE_KkoXn3h{oGzSM0Sto zj#TG0)dm}hQJ$F85+0x6nrx=_vAjdaayt>20k+T!dIKxucq%|sg-TQo6nohT=wh?1 znrx^@jyqczFXvRQz~2T`(%gtq*^N0aGpAFAuF3@)6+n2E{7q~ci0k|s!%P;@Jo};d zT*+b6no!ZVEhTp32@UuC`b%6HNZ@Bdz=}A4z^So`kHsgxwQH4cY;{~_Kv7EeiR^@A1PS zKNHz{bWXa^NAD+1#eD7gOWW-l{bQU6N#Sj;QHNf*zQlN*i7D_iUBM$*2!PYDj~pm` zY0PGC{@N?(IpA`(!d^1$f*=GAd0h>d7-{=~>g5jPjGeLg?`md|UU>IF_pHg5cPE^d z-=|4@X}nD;*kBv$*|%DlXZWY_kZhEGHB*OX$t*Zx_OaGBnsO(C(QNDc18!GD_0yxT z?C>lap@pPnV)Oi+iBF>s5AsBYrQQ~*h9iQaVq#zry3gM5t}m|4!u>^E2vb_7|raCQ|>llGckPEZKO|wzfA*|L2XPpPF-`N7GmG z1i#;cAbd?Rk;4bDSj5c<M%xQ>W*m=Tr=|t^odqhbHLWH6rhsb zqc>Bux8Q@55g-j- zuT-q=R+k%!*M2HwhG55^cd1_)3-PAf5TVvi+(ST__lJMWDU>p1YT3j09vp4A#eoY9 zlLCifcE-H^!Q0~~E+Imq`S~p={^xgx6Qw=2G?u>@K=)BdpD_ZE>WFvFVPQjj=Ji;F zGlltu6WtMcCFTAry*?|`V7)$Ql=>A#wtT_C4&%{>{DdNis|vtO_F>u56To{@-(6WS zT47j1d5=sLHA1z8bMydk$h<;(NVOrOZ-^g(hwa2Rl`o?5d%`C;CNHA`#V!>RB+3i znxM?JKW`5wdgJ9|sBhQyu^7>y*7DQBaF~&_LLbghBu$!iIdLC!R(+o{xl}enOVOx~ zX{AHB>B@b39*9RP&slA05Ok5DmXL|! ztH~dMdw;vnVIU15Q0Y#-)nd{9P*(bfBW`9uSG^u1O0Kmijhl$LoB50-`VIo-UCj=U z-GY?Bz|-98H&k1Jo`5nwI8vx$9fGQkB+?RP+l=zpvC z8KbpgFc3`D+b+#lQ7=u=fHy6!?-U`?y?3_&$qL5l42Bu?2AUlnz7|&oR^z7Y&YM5q zN&#m=QAAp*ejnc7doSDw{^)t3ffJ@J4lh_d;sD0I#dl{rznORY}^gkSIvNO@=8;^}KRZa2NYX)sv>%bk_zf*fsF{;B|q-y`0V({$#h z#f&3i7&LC`^ey@aCG>B9sdh)+Lf(}TS_)@Qv&bfz@Q+`gxjSslk;8ig#lt-)%t+dA zi{orxQ<9=Jn?eW~%0Ud17uD?cHOn3^|FRvkRc1 z1R9idG zEU>c;6KJDKZ`GJ6oiNzuZodd602J3OlI6kq^)38#OqB66+$d|lV4)I{u-4uii)_uA z^#5zTsGzJ5War-x_OBOGGJz)l+n23U2pc$uehyFpw#xH6L5e>2ae+`>K_#0=rklo@ zNsCaw=jWZQMiSTLT&LCd9`0Ebm~2DrH_c#6K-lmj-cb5e^+ai6a^L6NFTC|t6v|A$ zG?5a;rEf#?lMn__4zYi_y3TP8maU8OLBzIdB*oG}dmT{^j~3p*%#y$XgPH2vh>gX> zJG##ZPxkt+U0;H5%z(w&nnF2pm-5;T(vrUE4)185p04mPQ;oSi1R2{M04o0E=JB9TM(*k3^L1(==QMI@%GQ0;mS$ zB&(7R;(g15(Vymh5_881XT+FKw0}pR<_TSCsT>;O_$s-`=vwgH8P3Gjw6?TEu;uA} z2RKSyh#ROBz82EpcObC5>PEdH1P>-{eps5VLj&CK#NsR%np=4_`K}Yl=JhR)?T>CB zJy#2w@kjK0#_cXpUvCdzJIe}~$vbk))div2;DK4&5${aXv#ZrllM?i<+~D_}L||y- z@t&*JLAzYL-|I59kW` z)ZH-#>Qna7ETsTN>+l4qUE>u>K{E+_3y{|Mv&!P0uZ&g-+b*XZMMd6)Vwy>uS)*+Z zfS)}1sqK++9L_X0gKmGj1W6y)?pI)A zh7+@aYeMw0ztI|_y7#f%Wv4^*IIr4N@%rNr-7bps1^53|jHaukl0xcV-XkqDPrbJ< zxcK4AmAVkx4}i*1RL500y-xPlAbRA52{Od%ubx5;dgpH=p@71CUZ@?8+uu`3_z_R- z$My|@6Q|Okf`B3o9yd~f>emtQW+IOvA5WgNLsn?cK@8-;`oCl22nDgw*N{`JG6hp~ zmyZEiU2N`RwU9dJBFg73)5Ky@&DFKBii84@OA}JM-HF& zPX`%5u??s-lq||5y-OnUEu=iKeSFYghKO`F7skM$BWDQ`OR;+wOl47suwp$R@mjWf zv)yy0jI}ShJ_yUO@{SX2@tD^S9Eyj?>+fiNppq6k`8ST|JwJ(xB(5lVr}4KYt4^KA z96+t5L`Tt4Ny3~x6cNh%XBY3NhY<6EQYFOz82k(!9DyVfw6Fio2RMP!d|e?Xt*JOq zFCVvn%=1H$f0+6i#^Mu_j5Vcb&*3`4p%IB&0BE=_2Krb19-wzv{ePJH3aF~K@9T>N z5`svH(jpy-ASfjzCEY1VmkQD#s7Qk}h@_NAdM_cZgwoBuq=X>i6%Y^!iEkZzzi<2< zj^`L}z&U&Gv-gTQ=UO}M(-D7{l{|SKW?=zMbvBBhbQp@*%2St%bY1ztj{DFh9+A%i z>Q`v$B%MgM5dB9XXEr4h#s`2ghqBW8Wi&VJAmWTA-S!oh7Q-{J>lIgdNFRXA(q(fd zQ|e%0?0yghf&{M}?oNMiiZe^6v%W5l%4!GMWB>Is-!rP9;-08lR5>mC_&F?k3h#e& zHVVU2{!i`aoIiNP&mtr{ZQv@)|4+|wuw@KDxy5;TBOUr;Hsf)XLwP(+*q;0j8)02iC&w79eX_A_~WEV|g9 ze1qI2)rRW;QfFpu$iTVsjV#*9)+GMcx_+(N{yPpd;@HF&oI7ou0yu)c+Q%H++R@qRO$-DDf%Zn&<#Y z%l`c%c2+tZYFGZOS%9>=eoe4G=;l`>08-|g*!=a*(edi&TdlWwL6L7D>a0a}ejJE9 zAld>K(lht%A94|ID-Wk-{P(t9E*tVT9qHg$y>(&LO`itQLO|@Gq#Q>dEdF}coE#Hj z3W{2gRwE~{_Fn?}XjN&fJbBQRj~pewQCk~6 z-bqM%95s&8w!^6KScUN zK*p>MqL*Rq`Y}OjK!Fa{e_p?G2CYVd((ph6_!WjtC3Y6MoPp5llF4^bJe!M=pVz84 zzHU{o_=qzTsJe=XY^hc7HbTUt^8xH*Y^g1ip9~!2s0QDUI6xdv$>~GH4p>Ouz6k{C zWqL(olAw)UQnweo{MNF`zbvIDERC6jE;#P*>iz+Ch2YxfvA`zxBe?D5jcLQKzh`$N zIx%MSb>BUEKFy8v9A-BBjf%p5S=~Fxaqg{TGb;3FpT2Z4@4HRIn^sNNp+Dg*CxkyU zGdEVe!T8+0e#7 z$(_fIw$6>dJ2h=JV^sIaz|o7xeIFqidnQCGt9NMi;ZjJ-yt;!Un@_q+PyP6EmH2f< zX6i*)iNN{2?}XQzGuC$w9F-=O&O5Czw2u{)jF8~|-nRVpWEnNFJ@RL~{zh9kL;%dV zxTp$Z)lMzd8oV`nc3RD&QGDSD#EifJiU|HNO)O)8*$>MIz!tXe0K6G1!vKBHJwsCisA0D)*`#*mfM#{lk2}O2Ya1WU%~6+$<6GN!gzz`vF9*om#**;varHe< zM<;JS=)vePvtR#6SZ|c0H)Yh2UrIg~uJon=7`(vK z^nY$J6+gcH%@7{evLC%ccivr>CTW3*holSsk69tjUg3h_R9Bzj2Jd-!zTO_69_Jmq z;kOfx8{((WqGBAwWcpuC)-*=!QHFZ;;I>=fZEW%p<5?S9Y_fA4Lh%{CDJULou$}qqup^=<+33QSRB$I0q zbn>Pl-v&3*e#~)9gI%vmwUgrqrHl?uQs(-1~ik$2un14P-d}KW-kJMKF=GN3`ku=-P@x zx3ivd44TEyWOd?I@WGU95_l2{LS&TEW@Nq$V-%4u&=!8B1WEe;hS2)EKleVo9d(v$ z>!wWT*Qux!94zj7aeEs0Xt7#$-Y!gSawZ!x9Qvc-taBfPV#{&oS3IpUw&@65k!gw+pZm8asGH?!C5C+@l33l6VBL?t$B|bpVm5 zn^K$WR7|y?+XIX)h6L@-DQ`g8x6T{jnx@>9SGx5A{<<(W2K-$qkO_4g;Q*zFFJUR6 zl<}*)aEQh!sK{aWx^neCps{XwM_>8YiRe>P!ZPc9a!HD3af zJao}pwXW6^0C_Bm;!YJSUxy&67Lu|G^kTCg)z{7L&NUPz2T_1QVd)Fc(JXQ)>%l8m z(k$8_AqB;48a6(bAPYK&SXkeq{+d}Q?lZhavvgq|4WNb0l8&}-C|gc!lGlTXBzi<% zz$u2qW?MzoI>FcHjiRq~*jjgsMLNL2;gDy=&$`=-ymHm8$8R7hX}HBG-pl=TOWah8 zz;wV?gy*hIXh>%1=@&AuDPC)tU;Yv9xYuZl7=4nhl%r8XRm`genz0KO%~Q}J;iWZ?BSZS!~M^1z4%z=bfylN!)_9w zvVu|&II{hOm{6XhNmqnPN#f+@?5fXUXbBK(cCkxbe0p}^BD4y5dHaf2RdLCbwUDwX z^h_T-Q$mp9yrd~Es8PM_4>1wyoFJxA=%@RNX+!Q78rIRmJBeoM;4Xgr)j+Q`;3%kC zt4GQp8o-C@VaC#Cdf-=bi_ztKt(Db}q8#BsX1xDH1HW@?y|}H$Fmu&qg~6@?f)Hiy zST1lS#wB|5L+So4iHV6`o&a6MNP&R{zj8(2@k(0Wz_%|?E@E!z`_CD;P7uF_J$ss^j4KHIAW__Nc)NhuXkH?1u!ZU!G@iy#VW;Yl*dTohjKU zS@qrpLlJ_mU^6GsilQjUVv`sNa3Nz?3vDo5K^kQhaB%A+=%Xq!VGFs+36m{olf3Y} z?sq1mRA5I=pM8nZ?Y|V(+8G#SR$}OP68Vfh?tIVuVJ|pWLy@2E!{3VE-GOEW-Szd@dl0{G`Hj09o!y&Zw(v~jFaPx>5F$Fg#Kr= zVN!|Dt=+9PpRQQU&+=}LeoRppgyVMZ)|wz|rA$}NWT*KrTecq(a6qhXe-Qrl)}7AE zxIVEY$Y6UVn^OFXmN!ioxbk+c{0dgBC9MxBN@4NWV|58o8mL>rnBrrMHuo67r+e1d zhI=nM(R=)T_HO@{p$OHHgYJV2Uq)W#7Iz4%Dpg)py(4lCt-|~0z4T$9(m05A+1vPk z-c$-bX=7TlFuY6-@_1-#A(w`@{p{%KQg32k7pz?AMVmV@Y=4gD*$kb(nrT zP)HkAo#(*#vr;R%Z|vIdB}O!|Dy-RFbkX*yZ|zg?;wrzKV51IFR@sLJ)@R%Y-Apb- z9nv2u?4J)gR63c1+44I7=f+m48Kn$ZMDERn*ZdWosc;mH?eaQ)M(F3B0)Dx@}IJxm0X z&CLFrQ@Xj>&T21rK?@!4g>QK=&FIG*B(VVkU-$Vd8iy zBpaBK%~$i0H$G0@W?SQ%hM#QwTZl`9qg+`JmQ)dNB|Gj3Pa#@^I9x{48;@;w%BGy)5Li|M9$Yg0Ef4dgs#MpqfBzL(e~m z_bcB`@7pqeRVtAF-s?FyTL?ZO^WdrAS^5Q!N%{IqRTW?-($aF-d!s zhkQm0sDWq|Bo&rg*zJ~cH11C_KAOJh7{nrVA>dBnyT-l3Ag<_zu&NGNYqQ7v2X3bq z9_Z!hjkxN=ljlM!26KW-AP2LcgG$+hqW4DwD~7PAwr7^QtFXEw132e@_ zauptlV2cVPzVm986VAA|cQIq_tl6L=`lkhW#DED$Y!;p4d#T6iG_Nq19ete}CzzZ} zeT9Y%|0P%F0rt%DN*Pp6RL!q%#AhlU4Vtr5SoUyb7V-@GUZ1&f<9WmQ!8f{W-JocJ z)266uZ!bh2^%PpPezLo!HBklwb|N`-I`?R_LAUW5uKp{t|D6mktj!(0YAK?>D7j^F zRXFbFZ{-S~e<;Iw3_eEO3{oo4od8B@9Xgq0A;EE=-^TfR*L5zs$Bl=nwZqA)O@9~u zu12lYUk6`8?!Uo>^JJM>OliZ!e`>Qw}Wz9v_x!{b9&JsjTT)R3J1RgcnhL?A}!)E~L3IH)KJAnUBEz&FC1$ z{&=oX@&n@(0r?gRI=6!jCAPHjw;jcQ=Vlo{I?~qb#kpgt!BIxK{$0YQXvWJNHJlu9 zMk$Y2Fi}cw09#Z;@DGya!Fn@d-{{u4{No8Yp+Pi^_L>h8=jDIk=#GP^-%#XHLn{7A z@_-_~Y?<5E=mFu2_0=G-f^(4&y(AvX%+F4A@9yOJgLXJN2t1DU;P+z~RFS2&3^$ay z)TjJ$be6Yc{03>9tx}ZHNUczY6BvP~EJy?=Pg4@4I3{S173{JVRRKvW^X(gkDxnB- z!AW_7a4Z_AXFSj?`VmNVSDZC7v{73g$CVxPP|xf&#~;N_VE z!xke?G|8ndx3@bdxU*i}AfgUhdg)lmNX`cjxKuCT9@2E+Yk^nf#E4#)>$+U?Tsu28 zSfrL!1gZ6>I*rilS?$3M{cJ|Bi@8$hEr0wWq$jLoy@m)FKOMbJo+jI!GqK8-GwA&n zsX=OSc}IZLQISVPL3p?A7YA^y0n%g8Eg)&vA}t?2*9QZT0JaEPGS0{zG3lW*D^lAN zX49#q0v#;HU#G}$Iz>*J$)84+kk?2P&nXz))8?=&^t*BgGvZJv^~a~-^cP4I9)d6T zTT`3f**yvbOL=*_q6OlM%#MO4BliaE!GS zp(f6&#|+TiqRwVlYl|^_LR_f1NUlAkL4yg;6pO~3QuD=@>Nq0+a=C3R29F2N6Um-^`ZKFZYx=<-|`?%h`;W;b1 zU}w9CAV3@*UQI%mJg!b8^B+|XE!8${%Q;nCd`yJU9+oaJ7vj7zv-4334+|ou{NlTxcBVuI*O+!di71Es2QCLBH%>XyL<@8;`(vHpnh^X9>K zyP(~JpDRBycf{JkVLMCe%ix&dUSD?>BgFZveD*P%7CE9e*Lk05p<1vbEO)?Z#hipt zyNdcNJTNTooGzABrRx|kbe;=H|LwfOa6)Rd$=$ADxTj_7{`9^M(Ze6}IqK0jcEX`GmFc}=86`czQ5EelU+MgE6)=@nPt~_##8t{*+Y^yXPfp%c zoU?%+e{GQr`AG_?ZSVpJi2DW=zse%`z~u-ouycY01jZrrhP99WKKrCn)+x?2?nd6x zj66~>4_=LK7O9rc$dj*@(s&`7!1IMopQvvC7PwI#Pk8d#D|ytAYeevyuWo~JNAN6@wZ{#8Sumn@;`|C3A<~>Fm%7JA zQ!dpL%djNpoV?S&xKxw17#JF^brc|uPTC{VnIX=$Z9c6V{TNpy!}+2j!%=n%_P*6; z(5epl$|IR&lF-na($i0akK<#-0>Y8Z0h%2j!437F8;gc{*L+Q8Z|}-!o9i4pO{KRW8Hp7*?PX6^&3vGrx1N&47#w8 zYl0_dKyfiaFRh=O7BVp@hyyC_$anCnGtTUajjC0jlFhd-EiP^^Go6S)B75eOiM!~u zqHy(ZhU+Aol|@UtaY>%Mq=$lC5%`a;CXSF;S3N7+dU13>X}*u;u~*-uz6tH9z((yn zCrxzXlQP`L91M8W?v}ds1KxqKh<4Qzy#_}SQZ9f8ez0M#3FSkQB=|ZH0gegj`Fnd@ zO3X&hUTqO)IAQdm^UCH7Y~_Z%$+^kmz9sl@@vm71mF+~q%7IPPD@shq&WC}g39$H2aE+!g27n1S}MjO=~qv|r3uU#>+OYr{pCt;fFmk;YN{GJ=+NDWQ(* z@QhbLc4}A^(#8mkJxyzPg~%M*-E|tT92J(Lh5Lo z)m!SFKNax{l3eX;W+62qgy|*$e~?5v=4u0b>(cJvIoy}dyBUd(N$$I?BA|z>vmO9G zA6vM_Zjfq;{QigW-s%TA2I@S8zj7B%nOz|&u(9}^yWma$V4(J~6 zbCDE}NKFt@iif-QdLUt9U>HnU>fv%p`&T2^bAC1(ys_AGsAp3B{UN0%4WPDkK?|M} z+Xm3Z5?RK)+wqb2+DXX{HKk>p+b+J~(P*7bc)DP@e@?TfI<%#AgNx>T8ycHbX+}GL z#m~Z!BV&D&sOjQ@VR1YmDz^|_eo?+=c4e1`(*dkG>Pz$rht!#^n^g}>NIl5YA+2%hZ99&H zZI8lk<|R%Z^LJ}|4{v(bkZn+KYl~7+C;0b`! z4Q;Y7y2sVFDVi9E3<6Y#$Gcud445mS9~=@;-9tzw7gpg^l&VEn(Ahj6TiLTnU5yC$ z(`+#I5^zn~ruO>`7m3k7v7eAVt+dvO(SdLU6O>Z9Vlj%%7Ve%q+F(XDEnUq^3HEyyBL+ibR5jt7A1e{?^v=jQxneC@+0^om4g*pE~{T z#KedVx2WS9y$S@(*XVm)-|~u=3rRj-$u@GK9>QOLK`+qoV`B9Z|3zdPXZLx3)LJolX_Od%J~O+ z^LQc_NHvqb89(YzbT}!8IBbgk;o*ek!~r|1hsjBN#shU*og%NT9e>?{dcuQv0KA4c z0--t6B4%AZ;>g3LTAdL#HIEZAjNRZ}(>?tVShD)M>`g|~|4{f{(;$jr#A(k(h~}|h z+_+iGO1;Rd<)KhfJj~ZYe(ReFR`Twzp@o`{QVpVu!EFgNC}!S7+n(Z8$j1S>I|y!w zPQssv{eC3(L!m5c)a>P7RHTh*@0GKKIkG~VVw5x|R@`xLi&90V5D+lPuioyX;hVPQ zW4t&S{YWz}T~EHqlfTC%Juv14n_#`e z??rV~0jsU8-CK$G(SHPa5VMuBV6!3A_2vSm-yl-PK7#b$ghP&sdQD4Cof(4Kb@GWL z$@a@&OzELEvX)(=Kq-HJHnJMzUq5rSE45P6DPJ1Y(y2lMx4!Y~zgHOP@G ziYZa3aiouohKE^+?9$iivHhRqW@lw|e$@CiW`DYUe!MeS5|WS-xIP5pJk&B0jBzrH z>E|tIU4>9=vd+i;r!c^=bAF0*xvl0Y?2T{96huvvD6CTzkSJ98CNgQ_?+3?<_oMZ5 zH0qXiwelKG3=Mi^I@DBB*n__RA$(XmgArncr(d}PvK^)A<5yb+Bf<8%Nn^&Y-4UvU zozi-VNjv3todM3NV?jGsJ2&OgbHljEiaCx)wWY@akWhnjRHYA1*pRH83JIe=QNHFe z9{cq#wC-p~=ZPZ06hC^d0aERwDbEsAoi2VSYYcF;N@>t{zf-R--d4ugCToCp3uMPg z1EH+#e_(L~yPPeE`rm(PVzPlm@6r?^i-% z4HSZ;Bq;7Zy1mSc>-?cmVaajjM~BuJ)n zG32@n*>1J}nV2WI*(hV%-b^)oe%2A0%bvGI5Q@cSQwhzoB7gTO&kG#vId=F%X7TEHXmBAQZ}U?{>v7!98->Q%5^Rp=G~6Hi=@+%d^EX zIVlOt^5QBu2zrJu@7bGvDHj(zR()su_U~y4kMN*cb6ewty^}RH1LZLN61=R)vMDbj zz{Y^uZ{lXeWsa^O!hDpX;s-2?D>QlojSoWK%%wNtJb_9$AeVi#%&1_;FivB0ngt1A zq+QdNMzXDgyEai)7mr4M<)?e_Uxv(1gq?x!23q*d^rl0p{rdsGcjEa8r_Rph=|5{) zLfqTe=;V)jU>aT`*ix;*mX#9RsPl}Fjqhw$TBxeG-QacDBZGoRT;FeyolI{V3y3z| zG&M(1$g6#E2Lp%Oo(CJ5ikpX#j8@Lk>_1B7hM+O~qNA_`x0!!QKx^j#dket*xk zT57cRkIi6pwdnP~PR>=DMVI##V4prqld{Zc&lGxxZgl-lH{dF9((n^_C)7#X9t=#O zY7UtTg!~9x4LSbz_emFfkwAx8G%ooaAXrN5hQRI~hP6YJX$aPS!WT)kCG$0ZVJ8NJ z6#wBT0geO*pq;Z2WSH}60?SCa0=uDK;7Mul9D&Vo$9Vye;H1~k+xt#!#imh5bDaNjX|j$+JNn3 zsc`T6h{lW=?P|jhJJDPBWZu@{-U^3j$Sr>B#%+b}=Mj0x5#jwVnl_PdqI0ItH~>ltHwrlXX&2h~OF|LC{N9gS>uv8AQ}dU6Tw=DO z094Mp6xVg+Eh~LyhdXY!WV{!>KJnkNi5zYO@aFi&*uU`4r>?#j z+dDMcM%gd(YtZPqU6A7N1;OL3t=o8Pz_BoX6UQC4B2-qVw8Uh;aNnS%+p09&so9f5 zvz1&T)KqlCRr;uuLE_J;wqh*|j;Q&_3P`)B zE7KkCbdt6_uu(wb^!a9>{paR2PA?etUQ&_Be*iNHimZT)3;CQPA?&Y&!gIjB^wO$q z6J&@5>~`-AHRyj)6C1G<<#B|DEl-7C1MgV+G2Y#-%Oj9D!vrIkc@7E7+ZzFnWN8JR zi%0DraYslB-BuCRPuaA%&;GXo$fix6RYDYVwGfyJJ9l}M^tqcDyZ}EW~26`MVTu%sV+1YNkJGDQN z&7U|fOZk;UZ)Bt3_<<$p?|h!VxYa5LydKCbfhO_4mc3E;aIPFl>aTWdrTFzxXo_~)U|I_HB z7fwQJrvJ0mIBtZMe-;19&0}oI&fE4OcjqU4L{3msk{C2UhmvpZPsHd>fArHyvof5@ ztQrcXCppzJ6wfYHKTWu}@ydYx_h0RA=3PJ81_wVN-pHr~o9l84b|{$QdAPsE`WL`j zLVajH!7jS37CGWTPvWSA{AiGLcGTo3jmS?=v-$5eLhw-XUh z!d%bnpX87_m-(V$zA4F2A(uMBKD9)zE7cZMcR%}Vm2Oo{-5k0Bu)oukY-Y%XabkZ- zN4T8n4~}#snPpQG z<`7D7j4IWsvM7r%y7GG%fTjy5bbtfj{B43=5P!q&Fw!aTi3_Uwg=*iaF& zv7g3^X?72=RDP6b1g4`f0ClcBgJ_$sub`Q10eZ0v{YuX^5T>tIQY;?YObhTznEA!1shn3uPx`ECWz z2_^I;-19ZKM#}f@AGv9%;d4GlnY4U$uje@Q&M}>H8F5#J(paoMQC2gE4R zslYyq>XZ1*#iF2yz69BH`}@f1_`!~wl;J4Gn}+9q-zSHNxioFx^6rD!>nr#uE+Lnn zUm2eHQMpoeEd~mCAINhHvX*4&VAP4O2n$osQyEKXk{JWj-6B|Av_RIP0hx8rN8}^y zi3#!YP06+y$vnCYwV2bpv#Td-&b*o-V5YSikLwB8uT|T>MCIC{E{*H;T8gi0VP)65 zx8wI{-HmfXI*G@$3AJ#VAR49p$9#-3lGK(O&*863;{2BQ zxm1Z;aPjuyuKlHk7fkI}SxY)Xj|AO;{G}kol-cUP-mz=+25^-aHf%R%`bzdE<`%!T zs2ReW90m1Pd27}S>A5@#v1*ATedvW3_llBx{r4`Ja6+eCl(csZBxEyFErCi&knhNR zVLMBQnh&nzN*aH5a)_xf79(@(YH`Yaoo^bScI&9heU>ibUi*eNBRL^eC!l+!cMPJE z&Bz{?2gK$1?Ft;eAo6sruloo@e!HaciFmawjp)Vi{^eQ8;5iz1hB&sGw*2weG=7ot zG&3ZLBxq*pj{eAVGa=y=L`IVhKF3kD@+oLv2Acj}4-ipQS@ZJz3KB`KNlFy6fA1aL zLWwQGN@wNFNrp4K)z-o6K}6Idg@yc)>;cKFt8H6j=gFy{`7tWX?*H?J+FoTqC%%g} z90bB{o*3!#G?x6)`8$`JWG4TDG|RwR8b_b_!9A&isNaP7o##7AT_(eK(rzcZCV6y| zvEPCSoihtyDE1)tHeJdpJ%JPFdqH#hPZcDwGyJ{RxAZf7J;-7GECs+{UUhl!6+82( z*=D_ABVjMsSPc6 z-;JXr7#Ke4^ZEeI!J~hF;YQ`=qzzpQhh{lqx2xkkzU?hNr|m6txvRRl*yj)??`IS; zGR_6TJw%XEhy19{U|{W}W7#!jA~i&itQt=M{LXGCz%xfW5T~Ok!RjUHqs}x3Z+ZRr zUDY}0q*bYHlwtH;eOYqLkWla2G!NgX^j>Iu)xc3O+r{N78&l2FFpvnmO%P>LE zE3WdEm$xq3kzv(EuFe*vm`eOex$f8`hsPTI%;3tePkc2u3n8%n7ID9|8v~xc;7XtC zV@Vj#9~!d_>%9GjV>2(1;c~SGfJL3<)fK6L`zEdw0a*pwcYl7?&z1A;DCV!>*KfOd zeN8Iuonh|IdrGcgxY{o)7-!B~|9~IlvhI9+T4_%b`i$Fmu4Z5fnTe1cW!O$>S&_a* zaQ$NhVX|#uzr*NXAGt0^(JrNoQe{LnVHNLATqt;@6%s7>Jnq@KORM54CuI)^^tvx7 z8pTNF0PI}IL?G>fC}EW4K51F7mCSf2xx-%~u&1BT*p9&vL7egfExtt|eQHc0hIqrT zmT2S7!_ia8tb_(4XB}RQ2Uxj()Yveua=-h0r{P%ES!9Fqvc9l0U1d5MRxu2y+pzr+ zArJz^1InQ&bn%CC*VdAY34f1vfTt9`rA?q$VZA)?BOa2;C8OLtv{>b7Nl|Zc5L%ic z*-M)(+5hA>n`Y(`IsFAXbZ)iEQI2gjL@2w(i^sSPc4sy&Nk&Q5+)Ti|IDdEPYCo-g zm>0Ra>f#1rj5a_tfvlL)pya<(Y`kGxQeR+#QKePPC9=$2^J;jsdyYv+U^woqik%7m zU3}vGgWpQAR)N%frw3m#wH;c=WHu$eB0zL)AYpM0HeAQskxKxv{J?)Q8wZYtU8mPa z$NRC>GW&ZX`TFv-7xX&wqA7iSuZw)&@Jy!7bkhfRBTyn$c;!9FTX}-Y6*NJmOF!Ke z;7t>Vj$I1;#4b0sC@iWyoTidA^Eklv5PXIxE=;?1sJS+Os%WU78Zwk4Fpw&UuiFP= z?a8Hs9HvQ%IVIeX^}&L0i?y#rI}9c7b#uDbNdn2D&u&u^2@G0z9(vhY4fXwqj!kGu zW?`1z`TAQNDjcpHBZqc%|3^r2g6dLt+`)IZt)n^?@wUan(6_#HR>=4?Pb(Ha4Kz6{ zuhPmm?0a2RrE)bsyc{F`9GyMq#Nd->4^P#Kx_GRe4Vsf@jW|?JEGtc)M4ecu6zm#N zIh;2aHLsAr3rxOd(Qa`JQVyVxd*3M{?d1t3-r?KF|s1DR(k*})|yvOEnC$)D%C zaHB@jpj?M71hpOtV+9)g-N8E?o`FGrEQb`OL_%$&WZrm~QR4pHeeTb=-x2JRzu5*% z#yfEmX^NUN$B=`_GeXR1lR@o0%DwNb$3s|?Oh7Ip|5qDULgIqnvFPr+;|FL={c!j&lN7qaUOX@$Du;3_{_$=!qd z`@goLJ*9|6oi>f7_NG?%+6E5yw41ntwp*I^G)K2i#@z9-RZrVdDb3s}xTG)Rx8D8r zpsQ-|VwJLX>OIq=b@N!_@ofr9Eg z4=t0ko^U{2mG8xU53g{&0;Rm&!fAcY5lg+Zx4p?rSOb`sTGNfb%ykD{oT@pCFBpO<0u}ikm(Di|J+jA zd#^Sh)f_$czGKAF3PQEP*7Z*_OgzbDovp|@ZOHj)hx@+AAE)73IT6@_oV!uLa&r&! zjc9D1U!C-PQDHTvAqr=uEvuR%1&_7(HL097TQZk?^W%msMVt_&);*M0__h-6v`ZBT9(kGe} z_jfQ?rn{0bUJdShc|XsxN;UK)cPBV3>$p#zako7k3w31`2qz%UoQ}1)VSzP(Yosb+ z$A7$N^ewU8ZZeorE=E=Ebc%5pVNTHuPQ5+LAU0`tRF<0C`CpqFxUv_8QXj7isjX@X zDBoq^+u8u!vr1*E&PU0{xD?^=lD19?av>mTrXpv02)4$C^?Y9m>m`4AdS$JEn`f)0 zy1sI;91G+}_7dT!B`<`k4I~Ir#H#Xi?LIH_c&PLh(VP>RY9@nUjnp%|P5h{1t@x_f zDZK{_VrxUPPvM=kG6+rtS|VYVA72>Of^uRSd<>|yH|?5p2NX_Fvf^wC^qO3q8KRe4 zy(KF68*hd%O^NL(K29&3>;1cRm(L5A=FZrsT_^$EaTit^B=ed{*_V{>ZfsYRqYM%K z9Dtx*)2u1aTQxX(Z}~!o$cl+}O=)c|*04IQ+0_d*{DF_&(BHk0cnycO7`+hF)x=uw8&vSsI%fIV`uQ7fJqN_l z)f#1m++;8#nfbl5z*lrlP-Q?1G?mA+?vaVU)*Za&;(Q&DhwYCe)v_4zZvxH?4SAO1`CS@9M;8f|M+%>W{k}369<-(@jB2AVXM?jFn za>ClWP_|_u68|;j9P>K^28(%cFl)+%P-;{#5`>70Tt~$kL)XsTpp_Pbx~r9i#rga{ zR8T6D;+4S;itcRnrRS0-1Nk4uMGGye3qSxhpi^XY(>h%x+@o6Z?-EA+i{Cui7S|pF zL_KhASgFRXI6#Y}-y%w&JDZ<9>Kf4KxYin!vI{8cmUJ8+x>P|ytCI7;Agc`VDJyOM z*XL}xsoY#tqK~!JJf(g4^^G{s`sWMIWquxjqFvYsi&|ghq;1Ls%#nF8yzN@g%q{5d z${i1&B=Dx!poZ}_RA!B6h166LAwn^k(0_XK(3X3xb!+9Ms<<2VRs;Zq2ELMb3ODax;BL37cM-QJdb8^dP}6z73gyb#`1naLrYW zb|hU$@~-wjP8uAze52y25DZnOH=+|eB#{16Sn>VWrxGWTdP)ZdZio=uIyNCj&|P&+ z6N-10FvH?~%Icl#LLzTR0Uu8Sg#p;SpIR|gTgBoZ~KPYL3*G1^{&PPa2bU9)RxPO+{w&Vj(&EGbeQWG8re|=PfWiGoSAedeODl zb^e|Nh5Pe*o=i?q&=gArcsPkJT*N60!S~4;1^GVBVs?;tKSdxv5bZ{5f@=C#7TA!CcYj@ z8n19edrPhQO!r5{RnU(`5g}XuQ!ve)&9!1Ge+WS@8Kj8!IpnO1#Xc)(flsTR!7hd< zyJNML%1p^wmmZcB1U&pRF}?qC=JV}3G92eGNUaWg*6#W5&myrw*6~<9?{{j9oTrUH z_t%o*eWa8l1iPkWC!i^uRi{|#^Ys`djm{0pr4*gdJ>!@m_GYJqFOjRNk%C=sW18$i zZGad~swCm=e{i+qtJ3g`YSsWE8;1bB%F?>{x2!|pY2Be<>;9Rk7Bm1xMXbi9H42Jc zp5)XZjk7bAVuEy(n5ABC9J4}vbhf$6U>pBQF)Q6aW_nS=)bPx1_#7+AHcW zFZD(0LLdn8L(dWxO}~?v6J&;KO?(X)*Ux*L3>8H8->3i!9yzq>=5LNa>F;u1OOqL> z;Aq97dexzezL6Gm#c71Dtp)eK&yU=w$gqz3R19*c1eRggIiRd%!pJ!Obl0H#ao$5d zO7LUjdF9P_t`v!DoLd+WH`c{MHn?Fxc@MlSU0Q;?+k5IE(M~U=`MGS7>mD znBSoc`zcRHe>()Y3`m+!h6wsc?+M)u;nROvw0mUDt=&+tAm* z=<$#8WqHTA6ac0{AT67lD3bXAI_Y)@)Mv=k!RnkWKRQ}DPd!P~b?|~eCBO=0sID>#MWD7a7pbK7+k_YQv0ozg~sT<-fb#SyrhCUO)esYS}ko-EwR#&17OUS9=4StdGk55j5f?!R*tLxI0UbrbhdN8y?%kn>b)t1-VzpY9T@gT3qCU1tG zzhIx8ckes*-6Mg0*@De6EeoJw-Y8TI)-%1QpXV5KP5ii${n~$MDBhOQe0MVw=Pt~2 zeAP)Y-`-5qw1P+-H+|P8;2a1q9tN##9GBFsgnD^TsO z={U1cO*hb)VDg#bT$6VV>A^vdSKoF2y;)nZxx~I}3D7hYY&TX-EZM_*nWSrb@*?P~ zm|08SH=j}pwun?<)4c%rFPe{T{szFm6ltA_gG-E{e^^?kqiHF}y=y`TNDan4ms6;? zDw9WkE{vs^{AWbVpPx1?9%K)JlJ8x`)Pr!n>Ix`uiVb}D*j&JT1RGp&5z4$#^N+KT)A%xTRJ zA9*(2Wj<=}YUY$cQRI_kHxtJ>H#Y!xftNsi(3Y8!y%B5y%8|ixT&$*kUSrxWgGK!p zp8Eyj6!Rk{Dxvx}&bj^KP9T!9?+g&&ZYR0PT=lD2Y*SweQ3}0>oD4}EfY{A?=o%hv zaiSL#skp71u5v1TBh6OUmpmUhmoBmE-#V@0BOLpYr>qkHl2z)Z-SgXcb9TTtQ8UOz zUFLYC)CBnLid?lvq-<_gXV}GR+d}meM877UzHFlO!V$oQ^uO7S2RFXV=!Q;&QrYM2 zY`Fr$hQGW$(|AyHbidshh=_kx;{APx1Rrnp)7T7LA?>Pk=akrcRN};DhjW$6{l#*-=iV_G9OzVr@_E{<3H2G~Nu`Nbv%7N}DvyX-f>a z<P!>Vw{(%^C!P=f-LxXQHKQ zRsZ5VX4sy!`i6(2FQ*xVl)N~m9*-i)n{A_2uzjF}kp#7}5mvfa7Xl0Y=6}&kMWo{n z=wFlxzF~5&g*fVPQw1GHJ+IXn-BbBP+~6Xccx@qgok(5gn%U#a!)r?qqT6=5V{49X z3_=ASgC)~2xN1M>S_lQFIF%`JKXamoN39&RIhg!^%-@pTOi> z|0}(TkUF^M)JrTMt+6y-nnz_Xs)Ej=Q=;AV6S=~kZFF;?JA3c%Gwu({zunruU5nq9 zHj%on-%DvJ0z@oOnXvJxpvvVR)MRtx{^x^YyWdF^pjm43dOzE`<77Fg^6l!gGVY+W zpURGLf3k~9#YL1?d`Z=@5h?)(3?3cQ^rJ2j4yKbCF`)MAwr$JK3o z;xAur0H=t>KVJf3q0dWAw6IfC`q<8R0)NTDh4HGSyZqhmZB=OxQ8X4>U+f$ zbH-Z-UO$)GcrI|4UchSeM6(;os1`_Zvhoeaq5t?Po%OYENNpN&M=E>H0pOp-OJDgT ziK6zX3zq$LOyj*fm0!|#s_1C#sl7zIZl|_gS!Qn~%BxB7TQT|M;Qi8QaI?mm531`> zL=iBHuxkz@!Htx2|B6JQ!m#1`hMNr0TIuu^AN?-d7{~Fr$0u?eO?X`G`LAYTvun?n zG4Tm#f;3Zl3`rbOffXPWfW8``-e(O(pdc_b{LR6(ant3dm`zzGka3Rrre4f^YEZGS z5ewmr@cV~&h=y-B%2axEdhNXYT^(0fb;kKR=zW%UH*9s!4u(gAs8IUUmAsQ#k(Miv zz@{{M+BPmvOI%#>46jw}y8U{prKODV7U#uyWk`(w(<){2r#v3hc&KJnqxSz=`|@xo z-@olil=z0Smu$(BHL@>*h@mW5$F9g4QbN{5lPw`b*2uoE$u3)=2w9SS-$NT!n%y3_G-`DcFKFfKYS6CMIt=hk9=0pAe?Yh%Re94(A@yFM#tR5BJ zIt+2$7qR@#IQi2(MTz(rXrun~vU6pq>!1QP0z42=JKWwD482+_(}C6X0P|xr}Lu z@jlj4&*La$KZVu{K1;5(()VJ>^t=?`0?TmM)Ds89pSRBS5+LC8~-2IYM{7yk6TG{^>G z9_RPTR<8O)K4zc~BUZr1kir6Fz*o`BhXLNQgnYFA>jWplZ^eEVF^ z@vt*U9^S#$pk5Lli9e6EydHZGqQghyS#?*u)^%LP)bHH^LjP6DPhpBf}K6CLkLEM6J|Ak1%@57|~R0#2#m zu;%>$LK6f0DSY@)ubcm$eOb&dpghd~iotyhU_ln8;0{`QH(31XrXyPv`n2Ognq|i! z)S`QHU=tWj*oU{kyv@Zu5#ZNPn2*RZJ6rd^>x+*{v`c*w1`Y+pM|VKQ;Q-UKcFQhc zC%Wme#qoQZfQR0A(;JnH+MM#S{^Q2QPHx{5x1PZRI# zIlnV(!yhTr%Fdw@%)@a>7*4x#@XZ;X*lU)s`q@w`-~|}dx8h(!#(b4PgVJY`5O6UF zkBv{1Mwt0HSkJIxJ3o}T9PqS%*A7dk!5$G;JfaQ@&kE0U`P(*J{@OxiiX<{gAS)Vm z6_@F7&Yk9OYeW_?J|{5g*HK`$xU{i!V=iu4zXp^LM7!yy%&TgB%>g(zd^>H*=J-J< zkvpaONl^<~y64FCyL^l|WxtkxSy?a|wrGYxme+8!?MD(mP@j5zQZx-4@s96rraCW&mj+LmD1Tqm27YBAz*UjF zH9r?=+ZiY@ItZeG2N~B?Oc~yW+bb?0K|oqlVclbcomat_g+mCNUDs%Wuw8M2B>Cmu9M$BBRM7e(9BmO3xBJK6d6 zj}2w;^vnO+``K(=@&u69IfAR{(B9_1#{q_eClkI*(r+CdDASF!tZ`6n>5IklyGkgv} zLYazm2$*D+T!e~}{;)J&Zz!a{}>9*axy`hKswSaC|i;yxzG~D2GT$^O$D@B675$mG?jj4&D`yt4-b%NvA@TX-jQgtFJfi7#d95g3>K;KYqeAb z;!nx6Fd7L}ukV)I8qbEPIi@Vp6~V^!Q2^8da|6@s-UM-{F1C>@!gFT}Pd5=#CLoNE z+v`OUsXUm?&*u;+w*fK4%XMKfn5N~%@jOmnsbn6RE@HtYz@|JBvR})v4y+=~8+2)= zu_-DjpzvWF@U)+n4BQvs|3KG5?iBE&NYI`mR)8Z_hTsWQqf&iWfSH-Fn^P0&4NJ3A z)hi`hM;EnzqimU*bnSW)09tF#q;Z&!fWUKrJ8NnQ(zhVzw}LjSQAmswx-&Flf?8=m z_(J;tX?;zmcyFY$>qCIg&!+XnL}X5J4`JFhZ+vUNfj@QRdG~79-@Q}$_20DM>{w>+ z4hx>%L3JDrgg<~-V58HQuTcgo}rT}w{y^6 zLiF95g%eWDhlf!|LeXfGRD(QWr_PFc!oHH0U}taF9uolt4I(cOXOXYSUA-)$Pl@Rc zi6D`JacTt_D8*eqn!b=uDzGkahRw_QEm5}KSy~q5v?VG_B_QWfT+*#uSVFC7<&7RD z+UKUVG$kN2H#k6xfq}0pF-jqZJypn8);E*xGJ65I)WA(13wWkS0_6=;)NkhQF8vjo z_5DcrNF9tD*h@X|;NfP|Jo`NAT;c5nLY<~Uv@ z#pf>{-+9f(@P%HEN@q1yk|VP){A$zNS^ZPJI1Jv?uTgev6YP<2+?VsrJ|Nb+3wbir z&)tHrXRN!9*|mN5FyohPeGKjgb`PX*P6OF3|2`mA)L~G3G&^f5bySFxS!iN?nMMFG z!P$D<-+(x74^E{_V>Te*;wKMqy#Z?qj-Iz)i`_SQz1$?!$PrA#M!x+*1k`3QN3|4j zGNH<9Y3Uh?h^j3cd7bV@BgH$w90BQ&BNn#n{pIarO1Hl!`v6rR$O_p)x1e^&-tzyT!}OCYgG*G zBU+u?!H$L$<0*Vj5!du`rU;uTIE4pb`;)OcB~&Ifu|h?+q`G2L3;7b!8X7y7AEJUb1kl!s9#PP$6cmb^P5}mKFlY z`+&G|^Yaj(su9MU4lCx6dE1BDcL*&goU0CyEYf@(-Tf-8n0S$rXn7Mf2fNH!gb9=G z&+1ax-ps^|T-C;Z53uqn`zKG2Vh$jVsw8JE!^*9@0K~~LwQsdasU%m^_1q1hS_oa- zrji-5GzZUrfTnrUa87~oByhW-`TE`YfyGgo%5|OnL)V|b<@Eu&iOs(jyW~ma2bFE` zLwlm$NGnG1;kPr+at?s~LBf*K0H+5`#%EArn?v&bRsV#dhaPz&zjB{LX-wg+v|c`l zsZ#h1Dv4)6P4=%W7~OOSD5>%gr{O$+lmg@ukSZoW*-i5IAXFKb%NdJ|ER&po<1+9P zAShaab4iq&{fqjqYP@Lk%pHi*taRqIOqf>k0EH-EH!M_4kk#eoqRXb_b9i`@?6PUI zmn8LM+O8lw4FH#;&wuR^1IY1FuR~_1&n$Cg=|Eg3q@fxRtFd&@13YvLgevghKVfwqu*lyE4A92Ry3p)c{dVHnDo3lHUU(DE<>yp z@Wmh3Vbkkd$|Fp||xO-Oqkjan5OfBSZb4ewA%Te8pmOJi`VL-0@R`PO@~ zvoC=jEy&?CVx6F8S2T{ggF8bLq+L}CrG>nm?%1_SjNb7qXO!YY}!;iOP z+3I!a6|cycuTR^uFyxfva;q-hN&1vhR_wfAvw~CpFhb!qSgnSK?t)t#l!g@LTwH{ZQmI z7Jc4-7r&|C=R1H~82Bog25&s93pk8&p<3NZgRin`XVw~^ny|7_o8Y0wuL8w?AP$uxrL&XFUCXah?N`@?R>4a)3RD`AjHT7%XG&LgpDqjhGQ>(ez=`BVk>TT_pJ zP0X7(QkNJTID0L*f_4@MsTCg4bL2z4(^9U%&kY?+h}=vDIIMh)R`$+9jfxew&6&dD zl>|HZk!r(9W8wu=`$9b{&v6F}AAc-N1`z5kinFj=i8l+VEWL@bj(mnqM(~4OqiXnJ zTEOuioa_X&J(F@}(WeETD@50>Y|S5e1`vDweZ01yZNrw@M_pe7pwHcNzxS1dV~XZtqp>6vA}+lt50*x8W^CcSsSn$DAy=; z^+DCw!jnw}*e&1ulM!4aENH87Wv+0xxlT6afE%pG5O{dzD;zy8WQ^W|{Dp!_rcKGF zy~~q_ACveB3RdP#wEed_BF=wY-g9j@?qj36E+Gem>Q?%`pM5&oW;-`sXCP%jCV6|DL0F3jhtS$2T$#InIqW1u91}GoghSa!V zf#1|mtO*S>q#grQJ&eR|orI4LPsn>w*?KbgHR~d-0b3hqlcf z;B(m8wXAkZjNIhEQeH{9}T0jrc+&`ij zeifYSuyY(P+<1UnEdd;ZRunZj`S{9Q+0)#=Dj@UF+-XJBz(+ z3cd$(ov}Y3A@f$Me>V8+Px$SRpS){Qq$A~`2ohtV=yv1%>?l>aZAtTnmwX9}{d9D< zpi-*Xq9Ci9v~t`~-qaA6ZVdw>Sq3}1 zE=}^Zj`6EoUkqB)BZ)z7Dqs5R>1v_JgSlP$k6r%NyQ2T%J6i|pmOvFHH&tEm(r9g} zO<8g9CAdKz3KCHk3e838;!9MaL4lyj|JfLNDoX~E+aMWg&(S3C267=J?!WM$B`Zws zq0X>!_+*QGYyYl*@CWpVnFTYM;Xuiv*1A4 zu$fd?U$*g4KM--=SQ!L?rr003l#+^!46&M@zyY8`{_={!)=M}1T zdAxgU&_$BYo%*IH+=!S(?_T;CE@nTM?z{_qlLuUgSCfh2Nlav7uN1vC=>BoQBB~$$ zAi4b|gXFC^C1`WP6Q@XZ{S*(`;!?*Cr%M-Z=+w8SPwm|26Kq*}hM&7!w8<8hHWcmC zd!;XdFS5yP_hMbBuE+!OcR4Cw-V%gKnRu<}1g^u76*}gRXZ&)g=RRC?yXTheGFCg4 z5I|?hJu&_B;zE0eX>i|Ucan9fIs5SAOw8(Q?Nt>s4 z$Bf)9CQ!FD8D=xD?9tA*pW-j`iyNB-J{k_;*)c=uPzQxp3&r0MM)z|Da^UNT351`Q z-0_YZ@^UX4_Gj>CyG91WlbHkAt3B-FaqNhf<0!q2co8xUTx*Vy-&s*8Kg2_Jzx&B3sqR>7m=Z z2#G#~yqL85G&dxXE~3#xGcnuXK@1mS;3w$+lF&S|I+5kowGR*ivnt6ySX>(kFuuZr;_f(g_FmD~!Oxj6CkahD zGX>H_{IO29v$VDpgOC-S%B4WFw39ircR2S;Th3*d2Myu*(I+#=soQ?a= z3Ff3244JNDzWq~uO*H40;8doSx@2)u`rO+cxx8TuZC)Hvs0E8CgS(iC zL0%wQQ#YRYU93;^Bhb9cbQt~aI7nS2(4CkzO@1mHtiX@SEjp7s8jl_vxvRR@0}x zJr7<9qut~WO6YE3BmMEa(ZA=tfE*8VMKZ(o|lz$Z-4Je4@VepE?F|8X;wR@ ze%;p1t2~I9a)J2di(NbQvJZsAGNcyk5( z>5{TL(d6@M)t8Xp7b=q@U%47LBwA;j@qyu)g>xLkv_~s^7B*+1L?${38<<&{z+f7dGWXlDq|AtINN{?Da< z4WU{@+e5i4j=*SLbunl2wwL1KWa7w}{+R(5-5=6{u;l5c?X$PrxA>_eDlasN_b}F) zp&sjs_&}|#Z@m#DWdajWfCq-G0TXan-5EWQ&fs=Wc_)Ocv2>z zOO3)&*EMH0TbKm*jalPgQ${>K0=XqYvF_Xe)KZ--Z*d=>SBG0(% zoJpZeuDiT?{LfSI*7Uodz02M)#7hic&7@a8-77Pi$?+A~^qN`p$Pa~ANlYa3z|>_D z)1G@8LK~R~44I>2uB#CqLN3Mkw*NjyvAq(YqyO0< z`G4|eV9jwO&+gQi=+YGx(5v1s(mMs?jsafr=ZoH{)s3;)%S#2ez*!YV#PAuNh9wMt z66pT<2)L`P4v8Dj>J~gZ&SMvVHf!^HW8h)C$=6oBm_-{_VUUQJ2v=HIGc)AFnZ+66 z9IF4M)Sflur$lpwnpeUCvmn>|^L16-%5sx&`A;})SHV8VM?m?Czw`HZk&!3`*{KL~2*DI5E{{n0(W+T`IbcJ2?qIU&J z*(gsVPubu&y}wzf^-iHc_rpBXH4B^KE32#gy@UF&DN!gADAr5NM#S7?w3zqy=XDbE zGdghTn^{P*wFGys$+X_^(6(-zs@`3fZqL19;mdfqro$;kl{M%=f8_tt7DU7}tR|Tp zrrbiU55{^qjz9Oh?=&U8%D-Rv$vY4CZDUUx7kw&l>hA?6N7m~1o-~0^Cgey60 zSPAO5u&3SBk~ujb&1ETo(5F*PiAhSma2l4u4Sl%~5*;}~-?&}R967$iE&;rXs$7_8X=4?(V0AR@i41FPIa_U}o>*l_kOQf1Tn=>j@53 z`+$Nj%W;T1OVum?=yL6R@Q*d)h5$pjgD}ik5V`}cfv(&0-U>5?$a3A&;Akc@wv$hX z%v3?H;MH8t8=;mDmvwSWg9p#DbffvMFLQMBCz#MMD>h443Z@_uWM5(y0jp z;_nUU>JEE)ye$%)?I1}Vm%aR~?vY^Mic4nI@>~s7R%cj-`oL3Hh3+8}SSjnDa)Ddb zAjuIv>QcRz7R$w)a!zAl_g8-t;m>-5Rl&EiJ)`kW=f=*G^@i*|VVD^TgvTJJF3cy> zYppO*8?aN=y*cnG?$&Tg@sOh;ezAe_3oNi89oWFY?XV1{gV8T9y1#Ul%hhW8#&CJ3 z8W~l5WPlaMwty_bL!F{98GQ*a$43w1`2P4*J=C@KbK@_ITdXlKfdMHH>R#5+VT!9x QN|3EXsA{PcD_aHq7q-_P8~^|S diff --git a/star_history_gmt.csv b/star_history_gmt.csv index 549d8b9..a0f341c 100755 --- a/star_history_gmt.csv +++ b/star_history_gmt.csv @@ -13,7 +13,7 @@ GenericMappingTools/gmt,Wed Dec 22 2021 03:00:24 GMT+0100 (Mitteleuropäische No GenericMappingTools/gmt,Fri Jun 24 2022 13:11:39 GMT+0200 (Mitteleuropäische Sommerzeit),611 GenericMappingTools/gmt,Wed Mar 01 2023 19:23:26 GMT+0100 (Mitteleuropäische Normalzeit),672 GenericMappingTools/gmt,Fri Sep 15 2023 09:52:04 GMT+0200 (Mitteleuropäische Sommerzeit),733 -GenericMappingTools/gmt,Fri Apr 12 2024 20:26:20 GMT+0200 (Mitteleuropäische Sommerzeit),794 -GenericMappingTools/gmt,Tue Nov 26 2024 09:46:12 GMT+0100 (Mitteleuropäische Normalzeit),855 -GenericMappingTools/gmt,Sun Oct 12 2025 13:55:37 GMT+0200 (Mitteleuropäische Sommerzeit),916 -GenericMappingTools/gmt,Fri Oct 17 2025 14:43:43 GMT+0200 (Mitteleuropäische Sommerzeit),918 +GenericMappingTools/gmt,Mon Apr 15 2024 08:20:29 GMT+0200 (Mitteleuropäische Sommerzeit),794 +GenericMappingTools/gmt,Thu Dec 05 2024 07:00:13 GMT+0100 (Mitteleuropäische Normalzeit),855 +GenericMappingTools/gmt,Fri Oct 17 2025 13:42:18 GMT+0200 (Mitteleuropäische Sommerzeit),916 +GenericMappingTools/gmt,Fri Nov 21 2025 15:14:12 GMT+0100 (Mitteleuropäische Normalzeit),921 From 38d582d36dc0b736b7be4526add1114d1f87f910 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Fri, 21 Nov 2025 15:24:45 +0100 Subject: [PATCH 26/35] Add gmtmex --- Fig7_PyGMT_datetime.png | Bin 48651 -> 55271 bytes Fig7_PyGMT_datetime.py | 6 +++--- star_history_gmtmex.csv | 20 ++++++++++++++++++++ 3 files changed, 23 insertions(+), 3 deletions(-) create mode 100755 star_history_gmtmex.csv diff --git a/Fig7_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png index 74374a93f9d492d76f4cfb6633ee7ae35a08fd77..5e05fa85e463f8db639181c79078e0f5754d5f9f 100755 GIT binary patch literal 55271 zcmZ_01yq!6)HXUc2nZ@5s5A(|Ac%rANGPF#q%)K#AtfQ*DkT_nw{&-hf*>Uw0@5Je z4FYFB!~1{d``1}#7Vq+fndk1k_qDHm-Sa{I$wQ*^SI?tRC?aVo2?Z4D>;n|)lo;Mg z_)CTB^fmYg-%JYg28FuCfc$sDHc`YH{zzph`OH$$RL{~z+d>!hQ2r6^!&jznEZ@Ae zFfg;E<-5goyMAMz6osNiNlV;UvW;9A(lFMUcADNz#y+kmxa1~)&q&&B?VW#1>xpve(!(o%tjxgr8&cK>hT>xZRVe z*HbV4h8!)s$Shi`Z3uPUo!=}Yq2H`*B0IEe%%H(;i(dQg7rWq;q38SSypm{+}i$ z)dz@uxrExz+g8f>5!Svc9t_sS1oylyHYyA+Yq7$zX8zaKnXY6-tOY~RjB}H;GO0$N z>g;=^LhLVc&O|G6TyL?@_snI|l~|S2d+aNh3PYNFqM1rttuet&`>tYmPPVLd|Fu-t z^~F!+6)QW8c7idGokMmWjcY)3HBxT>ghK4u@Icqw^1jXJW(B72=*Tm;H(8>cBRlh= zNyjgoxYtzvMCpHe<=ng7>3vH^FR&Mb`=D#h%+GOc-tQBPwVcMv-wRqF+~eV~wy?Og zEOfkT@i0dT>;aq9v#l{tnypc3++(ORv4oy#+k5o5-x_XO8ytU{R^O{&PgTIRqobpM z<}&WhZ=a9wI@)7GMg_Osxi-gVpuT%8qJgCc3T63LW& zw@=Bmp8lWJbeBjVd+;qZ6`QFy{om}hNeryMbAJ5XHDn`rPHNTWp^uJC z^R+27zbY6+5j{ToiNDRx)o4E*Wi#%?`R(U=n}~=o@`~PikDK@ldDbA~n1VqQZ%>Uo zkGu3o8$?#6=Z#sHhAY+5dxq_%sn*aNzXg^nUSi1KzeOIAfBwk8Jvq%~(_Vw;@SUfO zLDZtk%uRMmy;Kq5?LTkCyi~QExVM;32W}5LEDu*YY%dKd#&Blg4#$~M{=~XlnJe+9 zrQtCmp*H)a(rKx@_G?!-G%IXZ<4MLnMgGMR7Ipj5rsB>jDPf)Xk4J6!RhyZne)@6S znogTNrcU!}7CiEkbZ5>YQIvYWT17#gySIZZOKS7ZZ|TN)~#6(&Slp?x5M_4;(x%?<_>+9viO#WHA*4tawV z-;ewS1Dof<`-e&D6}Eo={gv2{eEfboL6~Gc;_Xm%;tB4yDN;T=sIbIg4dgGV1_63@ zR9$kJC-RHy3))UG!EXA@0-Dpv?e4+ybax^Q=i|a!}Ls<%$qgQOK)Q}Id4K-|s1Q+(LF!o`RUz^unXoJ#|_&&r3tKf3#%? z_$IDCPZTIid?+?$vAeO+&6YASJS;3Eq%5xXUBB?14ZZ;t?qJ#qzMT?rt}|1~x@bTr z$Mu`v`0iEvXfmBSnd+pMCllAQX~#m!>M>SGKdx2rH*)@!d!AoaSt2or!&6wG=DA9= z`DTTDthYCKuU{lRO^KB*IxWNrqAnc3*v}V(?#!LfdqUlRKfzsa^+T2d397;p^#8QCO_+rvb~KrNBp9q#c(lIw9X%tTxN<%*8u|ay&AidpxZf%6D|{ zNPcg?Qm*=LlA!FX0L2d%9#{x3O*Ruc%}!iQl+M5zIQwm8Vxq7s_Zw2*WcZ zs?j}n?w5I{os^zO3_~>LO}&C8F~J8Zg0Pit8`U2n{>swHMW7TFx?p)jRLwECU- zd0D8N2Imy^!i>Z3IE9-RuvuWi2e@l~Ri6amI^$vwIpo6ds*N$UXaYNpabEq5WI7akgFy=QYF@9`~C$IH+--zd}y# zIL?@@sr^$d{)rW_JISX9;!NrV7Z7tI9qj)rV_j6#JeE-qb5e{m(fy;qcFm*Wd@SZ! zbPx#{cJ{G27U#OWO>FHL7}U}m^10ll2qZ7>6I^ym`Pg`5W z95;o(eVat<)@Fdi?RED`p+4x@WQ_iyRotb}%D#O6_u0b#R_Ai17AiXjUpT_6K#c2g z*WF*85aI|edh;@rTK{%1AC<&xG3<1l`)aR_Dv-pvt#)F2EioNlwtTOGGChn+s#03t z{HFcTR=RzqCTkG7d5!ONxLzUFO2{Z&&qDuAniKOQAI{7r?G@M5j#qB;tOI49$8+Df zh7nu1pTpGbL8z}w?x$jdLtcB#9@-QhaV`p(DwUl~U3WJ{o2-j8vj<;O_x1lfPxWNe zxI(tgpZv;|_X${7$jWlg(`50fbM%=w-|VDoW|(zv0y~MpJb-ww77gHPV6g}gnl8j= zY-Z9?(`HFi0%7e6|NH>`M+=^6#}}!ceMxOczeIK_2yg$fRpnJvQ=6NvtCKup!VnM; zJY7R;m|Az9LJmI|;G2E?N%;(}X3Z-tv7cI%rPjN$H_|ZG!8u z;wN>04AZ`0z4s zEmIQ{W!9i}tz>=e|GLV|{}lv|_v>~<>Z27nsamV z3GnhE##~hD-#*ONYoJT%r_xuE=6>RgBS##yXPpI)jS{UgxW(BzgCjv%{_UENw%UI? zv@}%pMRtE4(4KqwPzr|=Zg+~a?Z(%RO%ZJlvV8Aq?<{j+u`Vi&ce#@HUMk(_VuaIE zO_^soSFY~KXNni%3-j`2Z8mBhmHK|wG&m0St}~OYY}3zz*TYGo?XAb}jQoq490Iq2 zJ?B6?TtU8Q*P$qZtt1ij<|3>m50iv7$g}#LYdkachv3e*fEWiI4kE18q(7%vE{@!< z)ZcKp@TAm+VwPGDOhS_x3i`ZAA@52RsDRXiP_>R z7JEg^_LpWUwIx*_1c%2GSPl7?@?gAq=;?ofx)?t1+`Nh>RfBojow#6+V*H8WB&49T zE4;8Nu+xpNcFv)7jAQqM@C^@R`p!AALag!!i{J;qfA~R%o--?2+-VzOp^O-;(y(iw0IdgAMx| zN;4}eLfVa}LT@#H)faJIR!zXUDqjZs@0>FJi6f8AGuea%D^gvS)KSX=LQ35wDl?uE z7OjZ~sNI+0dgVhrFa-<9uT;|Q+$A(GJ|lVBO8&ckpVU0 z>DJ#ZC=jlwxH$1AphDZX%`@blPWaYrKGh!gXIm8@hzxw&QmYFH zelhxb9IPSiRMq`}XQwE-7eQ3JYpLFB6GhJDBb81tci>?`R58yDIkLut{aZQSpqc*o zc!wDTJzgc+eFNxGiFH<(7zXSrCR6r&hBa&dvfk7cKb0%|Ph>H{iMMhJj{r#S1@)<2 ztb9#9WlY!qBExdTp(H0Kr@VY{HP50HZ6Cx|D%=UUa(q1A(SLDq@$)@OO3J4q=LE+$ zQQ#z69Xw)}5XVZ(uu**Ofy;Zkb~0-NtNV#ca3rl{WNCu(&d4Phr0w3c3R^t6nZNiK zc17-qnkP6-E+y=i<&`7@5+=tve3I0V4=g$S={8)^BVHo zW#P29e@!$jOgkr?WDqRFlzowX&=Y#P`*?7R&8oMMk7CMrY%1NMq`W*rK5dFWQrQ_j z{_=D+Z%4}oXpW^~f1M-g052L$mbKB}VZ<}IS2r|h>uVg%Q^AGL!zVKO<_*h(vsBVc ztxrAf%IGoViiFUZrF=h|T>}RG(a1IE^|t(~VSQti3ahEVxq_;4)n{Y7U{z)LYV?Pn zE7P0HUq#3k#h|Z^JEfXJMuSa?n4mM3KLS;3bP6W933VwvRHGAVw)Zk!ZjenGYflzf zJxf(8DlRTAD(Ys2MKLsYu(W4Xx)mZPCs+9{4OSc+BzFOsqY9gC$T7Mhc{*>#vG{N& z5KSR$yB;3dsBlJn4XtxR5es>zqRJ7Z9+AQR_#v6zGjA$}UZ=AGpCU-j=<97!^xL9C zD9~qY>a#VS#McflUF8blBQmou`&(N@1Kq>7-?D}@uZ7bxXt2^MCL`;AnwdGSTTlr* znM3gs)4)rg>8q1Nwr3kik`{9c9W%qqFeL60BqJ$_HSb8Sd{>Nz%pzb%UpYvINrE>q zSr2LBo$r1BK$&gdcXVrjdJOhD%4z<29__T{{+R=dn(H}QJi@nK?c)%RO8qBGbZ=K* z!Gbx2Bwiu40iR>gOJ&8BkUA@s?fq%BweYNH9C%lp&q?;{g}fqK2cPcu&gTV&PO)&! zs*R5%THb6u=UEu+f}=@NV-5zr?C}!m**B$&eTLt2ydeH9G^v3AF;UXWQdj zZg4FGXIuTGNa^6%=U##^a+M6n{bmvS?e{d5+s%yckOtV%=ovp>=-aet?P|Azevj$b zf(zw6xeh5JNQ&+Hnu$L+@d}}Io;-yFw!t@qLuh?1QGcAOZ*Q+IS*vQNba)aY+?-&% z{-<5vCnogm+AMV^4$Q`TrCUjTCvk$ErzA^s3+=sOdqkNilQ_P~BX0Gl&>;ou zIom3_+v2B7XO6fLi>5*=mNOsAHW+0&gWanj*?L5Ce0G-@oG5MeJBH21tvssZS1Zayj$W+z#MoQEm~=U)ezB`byN`qj(H4JO?H8sq z0T@>y1r6UlPM&^4GTtz(#X-cL8K57R4VyVHCZU9E31f7^xyUfTBf`Kv z&e7+p60C|{)wcvbAndCz)iF%3#4kE~L!aYMiFg;ufd?!m`K`#k4u|TG2h#T9M24x6 zQU{~ep0buA?1?ItR(0fM$HT24eDZ7axw_GFi(smi89CU-0<$qC?J`e$nW?J=v+th@ z-9ilj?E$Z>$r2T@do)-qbDP)*eWzHG`-Noh4k1FWQ;9aj@6SEj^Ulip{U0KC{S49M z1qYo1&uQ2ljlstAa_wBY(WG>`mYn11%vvyH1EI zdJ~>KS{XSSYbvg;SX<<9NW|97P|Ls}aq;U#a%DSn^9~p3-kKV*Ktb8Qh^P%1v8c8L z2OXsG7uYlJM3Q|y_`AAT&V0;Wh*?8Es8zkQ0qtcRmOzU~{WLC(o3?9zJDPn0 zKMRqapr!x>-qqFhxi6%7YH`tIm+X-$0^2J4_Z9QCeCYgLrijj4nTu-sWT5!ou zskbHz2?<$Me(9Um+@9UKFf>dAy|B3Ue%G8gTZXKLM87ubod{T{ip}RNtxEs#+E_I> zTJ$~q|Nip~qq*J9A<=d)`fD!xa$G&gQGLYUDf8~Ix5mtzm<}Psd~e!^0#Mm+^rUeM z?KGrX$dzK#B-Eb*vMNui=z>Ya=zF!@tq_-urE^DPB8PAOwDmBscD{H_hCFLi#A#$^ z@!HJrmilUrl~e*5a}R%@SFwdB;sJ614gW81`@%6H`l-X8uf}HQkVkLzampTgFKLs{ zWQu=S(yjtS^r<1zXR?XWR4~dp?T26~UpZmzV3Kj;H+A!)-zGCwK4r~N*L&q=R4{a& zC0phMl?wZJv z;ncc;h@?W(6c+=6I7L67CeBySPm4>mI@p73p-;(YNn1STyi9=rx4OrsXILZ?P!4usMbvg3g@v59TSly+6OrI0T(w^T&-60hjp*1%3bH}!&=50Th~qGHv^K)yNX>Ygr58UYJIu`O z^|0;#nkc+xy8U;)_b*3)ej+e^yTMaS+BkH%rq5G_cRyrV0pgc!YRaSg}>Nz=#6g^zoYBFAghEWWDF;({&%OC{PZ!J0dEY*hC#4fmx zB-j~KoT_4}`Ro2c>d7JkFn8Ak;B_~IW$9a3qvut#CFBYzTAOabG5e5j#gaHE)XhM5 z^dRnEP?@l88d-&GsQtXJ5K_PKssm=X@=+mP{&}-wVL$oRuYij5IhqFWTN<%IOXApB6Dy%`EZMH5IF zsAtvTYviw3t;2?5nb2pts-DF!n&h7S{EGW3 z5#>6#Pnksj@c`(VwpuAPNPgRwGyR*fbnnJa3W?Zj>lnL(%&gaB&6;+Mo{+2u>nf)! z_i6P2X;ryI!&$1Qy_Nyv`0y++zkj2YLvyFDy!t~T55>P5Z9f9_Kji#xj&)s~(ylL# zdi^3&?4os(Q1jG}U}NQAXkon+!zha#;yZ7n=It3Knb1R}9}RGwL`*JR=i6ksVL#W+ zK}?ue;h;%h_Gb&8<|^#&KMoh`qw0mj;$g?3J0ZgRJx$XSWojiCGhYKSt8-rfrgNU5 zeu++7g|0ESiMi2xMrGYi3P-ysruS^bY^JhQUV4_@$KIUx>k(vRmskcFL!tvq>$RV@ z>WxfS*^YgI|B^q&Fjr0;uuX|bt=4(PotdRh>t`Xa1p}mAHomR0fwaHsCY4uHhzC>x zrK#Y;yJ)ulHT0NQz{ZNK!uNpuuvg(pk!6>@Oyp3s{jF1Fi#d|nCB9U)i;VeUU)5F9 zXtMu{^liwt#VyPBw3d=UzHNl|FqjxxYDKkjjli+Rb03E@7yjL5!5VSEt==HB)$X5 z@56ULw7uCc_yGGOyj@2SS(~{U$ziCm+@_%^b;cADJ8g3l(+91$}N>4}DNt-tS zO)27D5@h6JX78vp_2SOum;0ArrVBi5Wjp3!zMPg0M>oTHT#f#f`pmliXF0yGmGJU0 z&+hud>o-4R3#$i30Q$g#$7nqyYP-UD(|f*zd|9aF27M;yJDo>{)j^+(-n2JbbvOj( zmtHp4cYJd1`@Z~;_;f5ej^ZR$`-zO@#E)nlyAIF%NWB~Ny>2Bvg7E({)Owd8LEn&0 z`Mk`uaY?sB**QeVeG3j&`Qt)+p2)(=%FL_ot&KOMRI_tl(mjQun3>uTN8zy4%*y z{WsZ|nWl6Hsn8&!{a-KDYy&0yb<16TGO5E<@5lv{z%-!?8^{u`2R*nP^%{;5P745u zZjymYx-#V*OfXQcO3}Iw9NH@^GA1Ekri@*@Z3-QeQkLS35|Hwv&g1##%MgoRl=gtX zfn!2wOVqDYzj>q4UuiyPFgqs*>4pTldDPXd$liz77_6_W;+wNDIvRUUZk$6xVzW7B zX!-HHyzZmJY=)0M;RIdPpK(+?mywy_6TFM6X=L(a>ly#_*eW088NVac=bIInIBv7= zQP)P8Cl?{ZXnlG&nQg*6`2M7ApMs6XR9fH?#2kH0vTJdbh}IRvC=;5jp5WZWMUf&yQU*T=0m4x{=iXIztX~BC4n8vMK=dOOXXhSqVxZ% zW=GlGR29SH9F6ekeFj$73?y}Y3Sb#r(bqJGrTBYT|Ct3_>@R(I|dg4=G z{0QU26EC#rI_KU+>o*#p)oj}CJ|;8PJt};^Xk9+RJ!cxoQK_DcK=@=}!5P$5J9_^+ zWEB*e!>_0o3NLK?;}z{`^U4mGQu`R2vb9P1yE}^}^tfX)Z@8>nt;s{n$`wx1IP7`3 zPh5T?^kz0+xcb0gV!G00InI$m`=?TR$Ey^ZD;}|8ca=48xY<=*D&CD3N2>NQ+X0SJ zS?@}D1u#O9&oASzpH5teSHU}I_7~f(adRFTlnsqBK=*wtKnnhtWETDP)?}-lpf#EX z6O4$-Kfz7a>#t2rQoRh#&2u|m?X*0C%=Jg1Y}Gx1S&dXuIXrWF`|#eEh*$ptNeo(G zVn5k9MaM+ghmqhWedl?ZPp>{aSw64SJfTbq3`cXArX-)5RGa!o=XE+Z2CWQ z)NiGyu>I*vU5bmvIV4AK1+j(NF|>5yg~VYS;wb4}w##3iYTm$;06_wSp=Gltwd!mw z2B`axOe@3>9hS?+1nG(=w>hoW&^WD%l`%<#DOfF#1vl$*D@{cfBN%W`#_Jy4mPs^I zXG9BqqZkkHpzOBQZC26E(Q0W!)z(%{mpC4^oT;>8VTv;I)1jMyJ?-4C+OKYE z=eF%Eu5h5*mdS{Z{KY{gmHK$)zT=Y5l`8rl9K#2n1c#fK;y&*nb-x*wjdWrliw}w< zWqE-tSQx5Bz{KAV)WOhXK9W=0#h(QsNLt?$HX+lzpc6gjPF;>a-(PI|8)!@=42Mx; z3e$Yo?q*gmveu*B{J#}zF;G;Sc3uu6xi?$86bG10vZYii&)0~Q zxcqszUZzS{7gKgwj5bB9eXR4J`3!A}td}aVr%%x)_e<{x?>Rw3C<(~ujHs3x@5*G_ zx~%*yY`2+D2d6kMf4)PgppYQ>=R!5-RY0It5DUJ^$_%I+zUPxxe5!3{wis z7wx?I2@3oxE`tov++KiDD3i!GA7oo>73cD>o(E(Gb)Ec-jbh(H8T0GzW6VK7k64&V zV||P*5|=P>VzpU6KMz5tOSu3V7I76}Y81s#qkLu6`?@0hACZvB47}I2%u% zme*v<-T2*XGq*x-$D%36F%+z^z-yIoPy!TWJDbZcU-h-lF#?fP zy3xHaa#1X@diy1P=11CESbNuaF_vsjS=)jOz_mtQA%60U=*cg>pM~e!g&=S?Ij`F; z)(=X%Ae#+FmErIZCQcX9IN$vvkgaaistW5M*J zaJQLIKQ09l0g*f_mJT6=)>25${xwITho5OR)Ah(wmyM1*)*+?gQvBhA8ZVY>@hit4 z-kEK)B!=O*Zdm>~u`E+`;nZKPC&B^~Z%p)F7~e>`M6WBpaq5_~5$&sS$H;uki@U;| zMYeY#jLb=25Z=Xybl?j%f$5-i|V~e(jzGd$1!Qb2}9@)j(aKPfPP00?FKZrs;9EXRKzQks4j6QaO zvfVjT&C6~W>CW1W+0_o!8xMLu24&EAlrz7_&RmB5x!l(q7ihnogR4=LeuwfUfeA-> zUy`+*1Rj7G)*$c28*9RIs;#E0rJ_gVn~O!JAGRGT8%+C%`H!e7qPwJz26MMSg(BK2 zSNFLPBlLWpVoqB{!jiZ{1okK?dHASN|L~CGWogf@3m@-Mbv60Q_?N2HN-z`B=I!$j z|1eN9^Fp~6D#SrDbw-Ni&Ja=1X!P%_KSM)7F%4cn=ifngv_>@;;KjWCBOS%IwQOY( zed)6c<$-FDj4qU2H6|b#5EF-EP?cDdVO#DA^Ie~#;NMlk>-)<=K-c@aVrcO`u)8oG z=yqdNZg>wikRWC?{dZl2K0cieN!MbwvHB_6gBz_GGW|nC8lbPaR~Xp7z4u3@x-?o1 zc(6^4PY-G-4Q97>BtUq#k?)4}+#5jGWc=Q>B#f%SdfJ~Zy5Sc6xxdQiKKsV|HwGdo zTIc;=%P#-iQ>h(0erkoeRGB=PFEVuXtz*ApT1H*AbchO%y9Vd7FOF+KaO zTTOQ#R*O2hw?D{*>~G4nC%b#Im4c;yx$q!j=COE8#2~-_9KPebjNUD&$qp=IWKC7g|NS&6tgr6ou58QiX?87Iq-Lpm_{ppQ4_5W8F%b#7mVf zSN69DR9^F$W}Q7t)wR5Dc*T?Bb&G-y^j@;QX;x0w7y z@mD7}9y$H{(>FoY>d*fd4JYPAxhK`jt9{wOhli;tDe*0iqMfo2O~;jqmGeK>H~tXmh>n#<=g zf~C=Wmgk(Z+?Q+t_TJ84@DMv>P27JX=6cwJGwPvaZhdCKT>xk|lzg_S<7r3?#_&M~ zc?6QQ?~T&g`YJR+`<)L*c7}HyL_P~=k?r5GjlynCjvTUuG#~nO3JlZneQ-7nw2u|8 zPZUl-x}X(2nbCVc_C9+}#^j8-!p~Ax7uJjOTQ~Z$HJ_e(0rMb+d7SRL`?#z7D72|v zW#iHd3tjP@oJC9G8t&z;pCu{RAsn!18s)#UB;LGo^}>_ZsWOAmC>4z#pX26a}pc?VHrDayjVsT&hF0^DqPXs z48kTPHWbt3J%NKt+A`W5InYP#*Y~kahMXaXKpXduN}sV z1OE$XJ07f2Pt(N+;_Gq3p7l$s3Wub8FM=m7Sl@QO{#WVuHlsDubKY@FlKdS0lsA%_dsEO&WJM8z$&Qf+AL)Y~XqKv7;VUW!*NDa;0Zg7?UgCj18@7(ybTpF_|y^UzT+_`*weC*%l=j6n8hFNaf zW=JpNHz~==#p;a6GdUHlC28^%9LQ9gJUG;bgXz!7%Y6^T1gdF>Vx^!!GjuG2;uLz& zWa?QkVg3xoNjnIs3jm~q_v*JdiYbM`!(^Lh4rc`SIlMviLth%ZlOXM&t>^O#WD!zb z8^8vU2+e}}QbS$6;2>WLoDcM=daYxZZWAJpym4+I$<&RVnn_Gnd`4INOT0-cKXR@n zN~y-YF+gJ$n*Rn(oku{=lLUGmUZ@#-N}se|9~OMC_-%0$zeACod6!yz@RnVWem|=x z|C}c{PZxU-0XVwNyzI4A|R-PBn* z#C89$^qm$!9(f8Vp8*5`d~sHU-ZS6dA)(+$C%^g-pF-*HV=zcc_!d`hN!6MA&l4Z4 zqi6r~&#N{rajn9ehjQ<(f0R7i6^s^C@P14!b?K3934|JP9R+Oxcz-hn)y&%K z64+xJ{ij9xpp6_@BU^(m7-I(h{j@Wrr{>4}o@z#np0eLqkj)a9m`JSdYXccf$1Bi3 z4rC#)^k3nHEy$OsE9@4by3@HV9JMvUs0)4)qFK_~$j#kF5ISlOBjBHGaBu53eA-=N zm6N6GuI$j8${<}#Yk61_<>c-7NJ+6{MMGpy4GwGId@#x-&47iPSiezl9;x0mw0G`7 zbn4RqtM9s40Hi~$>h z2&t(06b$yXT361*W>IrR(+9peYE}z%wydbtcVp;SQ1{t41xr(U(7DOSKsnI960)b4 zBH(>dv_|R?9{l>~sjCj)H&fJRExLu2a3q{pqFcia+t?Kr>a)5S6#)uLo)14$1DwwV ziGpPAbuoLhe{p7y;T%_=bUF*NRwy0s;k$ukV!#v|Q9;48iA}?lmzVn?{!>3)&}76y z-tZzRkGYl;-Q4M-oT)NJ+^Pjq!?kSt%GdiQKk}gkRGzp8=2-QtSz`W^Qjc$zpvVy_ z(%{e2MgBs~U%lF1*W}Q`>wTWFRP-50Ffv0^!)}s^N!xeo><5*JGAZtjDj&DS1%XN(hM7DKIuxq<{UYzv*<0azPgX){ly_}`e$ zjx-h+{TjKL3)c)1cNSq_qC9Z=u$~TFiJ&@L<~3#d%92f`b_fM#_))j1pKcvGI@DI} zdpPp#4DCah>4YL5>39Dd&3VA(udlP{JN(_9j&Xqt6AF&VL}??+oRZ_Zd+MHO3QVlO z0Mn`22QwR!Ej&Hx&p3T z7}lwM<9i4u?Il*xMFOtiPIk4`|AlQYByUChTou0NYWzZm?JTR6jF6H{-_A~nda@PV z*FbJO?b5+f>(YZCR~ZLBLTG3Az1>XO%*cTS(BR!wb&LU4Q@=e06V(HPoJZ|{rjLpwV=L*+Ij za3uvJ;t1C?@QQrNgY@xPAqCBXR!)nlqWYXW@Q z%d>^9H4L5JtjP>m`e$cx;=j(JqYrQuD=RY-pKeKLYc4(8!$FKT5?KY2gXE)x!_cX1 zR#?qp-a&Ogk%9|b<54m31{Cj%y4tPZE?(~YEo;F}*C}**?}VQUV<~mVdH?TVDqQ8G zATt26dLW&txb9A_JGJjobCO5C8%dHulMK{eT}k4tDAW=pyEso*8oatz+6mGYVO5zt zx0EF`q^1XNrPwZ!ZSVAj1BL1JoMo?{6v*vzo8`1h?3&Bm`#YkYzhl5}llJg`Omvp& z;=F#86!+weg62#0C;vm3pLBniKo$)rYsC2cu!BXC>eJRFBS++={>kWs(E7jiw&tTv zS={lwk_q@<%#oOT|G;hV~`S%S?hX504aIm$AyrbASLrtvDIMrxCgh$ zNQ0bdoOr=hKGMEIj1?OnLbRDQ*4}AA45nJ{q)$~g*0wYij z!XV)i`}sh4Oes?(K*W|k;)?}BmEffMgUmxW)ZLA*-Vpjh>Sz+IsD589{wW)`2>c??3bdsBpMCt4O8pRkfYq zaS8?%BLJW`R8RU|hcTS2nwP)*SkYa}Fuuw9?OuPdnj|0Mnm6*zGHZLkM_+CAhXP5H zhqp}LWN#XUX?fWjM%Dc0F?3P>DJfDv6^b!()zp=A5S5cxM!+fI>dVc>d1TkaNnKnTB)k~LykzbrZffT1-1fnjwrK?vYSdM9SW2qm$Ge{Mc3eN?RY z)Shd~{$5Nq6n&8WxP4mvJ(E>ry@H6#+Ss`-!=~ryWUBW!N=F<9b|u}VON{sPL9-&} zDZeK`1hm0rXf1bG5?fRj`2tBtyMBHKFWO-J;PTY>M_tCngRIr*ee+yb2rSx;=lKG! zn3`=A$sc;YY8}bct2F^A-!N^#8$8TtAF5?pzI)pB8RInrz6sXpGny|SwkAH6yfn3} z-0gxCw`0G81ob%1Z~mP>4)opyPnyHDkt-zzc(e?cJ{D{gPHFxNQ6Lk*-TWe{fk=Yn zEe=7E<0jpCK!%SFiTB)PY&q$BMp_bke=UQy&lh)h%IqqXMeg=M*x=|i3)V5BlDS`o z&==tzD6Vn!OZN)V=`U57+;TKtQamUhdR;tN6g7YUHBwlL9XXDCKb?`BNbE1BMxfFn zYFOczSz!0f-x{&~BuF6ofbo(+|D2nLc0-BGQ9F+<*mO6u#i@`(wL%gqXa^Mta(meM zA0<^9!9)aM`n!`VSzT&t4ZtopavGT&a%q#hK9WwbO=(lMt1M|3DS(?3oP>XI5!sTo zuXQK>g1)q7Y0%1VO1Ul)(R!x+dhv@3n~p_Eas1C%gC^T_a5tPB8(7k;O0K*vSAiN| zdI<4@dvMw{tIM3We{2l`b?q}HdxF+`$H#N8BFIREY4#>)tv?;yMnsBc>Qe!*2z&HDb$)2c}8vEX3;LyjH$zh1XRn`AMrN(tQo=7GnBZ`Pc>xAs&+ z_zxQc$?xZJDzihtt%mNsaEMAYuy*(E+~&D+n|#8MooasUgpMM=A33h#g_2-QPFD(L z+J6s4zlAMfcj@mCUOW@(k~%6X(KNG7g><_ zZ1a$~Djt*-)}lTjeH77*l=Ke#)8)}W(U1Xy+0Ay|?hht28$q0s>!CSLt}V$OW(At* zXTjyg7q+3SCJsH7MYj|l4Y^{$+*j|h-o6wyS{-5^z3wQ$c-2~B264aIt8>m+1^)KGbiH z1~2)YCSOOuG?{%_w{oa%m$Ky3U=n37mC&Uz=k*}wVxZJJIBd{A+}!wDKywb|--%oid=U}%@)hFV8$TFv z$rfGsT9GHe__57uTb@Y&F|NcvcPE8gNSL)kzyk>ONwI%^Dqi7q@PO;##RFvz9=J6Y zH<9B~F8w+HEscAoX<&5VQ?W+2dPFsP#9*dNF2Mnhc7Oa!fnnj*H$w0vD)I$!enLrS zN@NnYXberM3i<`U>~0Pcu@;<&C>2eJT5})Ab@GFWRPQ@qg3aY7&FzN|Rn^W>`7<_Z8Rt4j*K-Ozz;h+t&`Dg?M1Yh$H3!NYtnEL|Ojk_o< z)eOPsLm;b_xrvKsKzO=ERAr}{CslHBAao!vcG{QW!y^MqkGNigTvcRYq-5ux%i(qK zFKot=YpcX7txSqIFqJjtGgi7u6`i4-Xk{{2Y|bOBm3PsR!F^tG-b@ZJt}~Gu&{V0& zQG6ODWDlN#Y!3ib!nuSp7_D0xa4xgpXZH)I>M4QXv97n4H-u7$h|!w z>U~L_*i^OCCTm#ay1JzNE+3coTy6Of_G#p56;|@O8L?fD#qE z^q~OmiNWP={Xxx4v-HA&MQdYXpxICx=YYEMpMeKU{dFrTt~@<60$1UknEa&DRnl|G zkjtkmtTkww;_w&`3;^WOX z0mDf;$v>$6;lRTULp7U?M;K+&Sh-+9*9U=o5`!9Lg)X3~ZjN*6aqgPQlA&aghEy_i zWuAt-K6!Mg9a+XsuEzm=R}tuQ(}F0cY>_&R)5jen^v#SMWqEv%YOMohq#OWnAd_E6}*JQ9j7>lG?y7%Q^Iuj6xs~Hy+7(c`=HxgLA8w}7iiLadH zRF4p2i%bI)TjgZxpmn$4S!4mg#nDMrYMK^Qa zW0awhi&G)~`c`$I!iGd5DkcLev41hZ@zS-ObS25V2E%1~SisegmjSm+vinTrK)obj z%?NiTRMK0kv6Y(3pLmUQ{h6Em4+qXd@a4MA8tP;G%FHyaiY za_Lz=pLU;5e>1qMhHsJ6n?M|TV!frnS%%oM#vHkp&fz_g(-_?KFhT^ zpcf!ecIGSjP}8F<;Y735b3gOY?lvr3Af!pH4pD6ao?x)rHTrJ9z0cgqY+iH|681@Z zaOt}}dIC$Rzgq$oQz(f`RKI}m2N*_n{6s9<2MKJEQXMB@e^6Jtox;8}+y|-_eZr{A z+}0WMV?K4VB{1RP)47o!@HGoA3~JZOrx3yFd9*$L(_kXX)-@ywgKvOYuXc)~@RbyfZ`(-eGD8_`B-?uT@upo;uy`F8YHHxRrA1V|H!kfs!^6wn zx0pe0r-GN~M$udn{O7bB(DiY3GzPPF-kEy8SKl1mz-V5WiWDG-E{CMPAq~bpIu$@H z0vc5~>zD2QU-;%eZ%U!sV=l#Xu1(+BPFTjY)x-wRmtc^RqD+rrAvUuqMnf?f zGW|OXKDfS}5UK>A5lOPYZKyMeuD+lt4o^4a_dcW&v&`1M*el|Qz}<<>Tlq$H z#;yjg+*1o8rB^Y6Vo8DyTw<1MJ+YYeWU+b`%k||H%85A&@g!&aWr10#KpUB^cCDki zuO*7;z!!%&rv(+dD8u8HiEx9S|4+cdceoFVcRNvXn=}4s;^=Vt^%saf{g9C6N+sK- z=nGM{IXO}w)Klh9xC5(s&^&sc6P_onKTdCia48pZqm0BZ7(@;}+u!$o9BU{J=4T%c zQCIYQTz7}S-=;8}7^DS5DAfQvaC*f?!1m3t;M8-GE0C)69%DtFP;T6nxUtK!jo+H5 zb-gmh=`)vLJV2Yj9$^YQ=^9w4C0KB*3i834+##$rDtUA?uV3u|&ezq^4}{q-o?BSk z+KD^QkjbVR=`2i@S%7-l3}O;gNGSD=WBtG)pqJAa3e*p#)tl_ukC+?oD(YRnojtVT z|E4_nX!B_m65*WU;kus7p`;V9>_HQEaGu5;UhZk`ELbV8o~W-NO&+Oo0HtvmoLz8F z_!@LT9eZ#0qhdvvE*Z?46awF8uFz<;sML#furKIdTu@$_kGiROY@BCH`D6vDE1;U8 zSdF^_o1*m<5)WQQ_A*b%`p}emnYdz!_rE{-!-imN_KpRr#CRwtR=<1Hb5jC{ALa;> z@z9>R8I&0V>dM99EK{;aPu0o921mMm=FL=a{WLK2CB?OpOF=23+ymo{rb|<0I$!2F z+}(=C-02=sDghlge<6l(Q4g8ZFDrGQB|4Nuh*Cmg^?sYros=|@B$t_dpUR)zBMpT&XWvw|CR3-pp5K(a zf^!oV5|GaqaOe`gFNS)(B2bZdrVL<@T|FD9Zo!$oYH1Qjp4^~n>t2yQZQd-}{_YOprN zqP0NdxrNUL;d7>A{JcrosC=T3S$&P8roFnNKdd+}I_V`GNoF?Jr0>Cor;nd2GOHcj zR}mCnd;y$$RG|d3KHNlwWeIGsx4m}cTX*-Dbve5@C7&VVLiecMgM$W1Il)UgamzrQz@I$y|VC{Dq@xysuzw{_uZO$H;}_;h0Plae(}m%PbS zZx!Pvf$!hR4_50sI_aeXw-dK2q^r8*Elc^*f9tdq0BkfAP*yb#z~DO(pknWZb|N6^ z59k}+NVpul7o!KR+Ir*%g23e87$h4Xq}cuppi!d1IEglDNh!34-%DR!mPkMM?C@Vu zEH-H`0GdJr7Q|_7zPVRX2-|P_CdG*eHF~EzuxLGIanX#ZeiV8Jb>=d6=lMJ$p^aZX zxX;G^)R~v}?i5lo8a)FHr^GV#gOL-&sD`Q(Kb4=|AD%(NhjIe7KP@1&@iH=Pa@58b zM^a*6RR5r|fDDealH#VN&kSweT1Pr`nlQDgY(`^lN;x!tR*?;3omx=!QYH7so%qX4wT) zU5XY(Mp6o2eX?sqj5$T~m3BxR=_;oA{wk6r&Lom#iidl|*(It9+ggG$PVnGg3+kNOuV;EeH|=(j8LLT>?sjq)15#h=hbR+_lGZ zzkAQ`{Lc6N!R*<4&-wdUpykY4B+gKbK<20a4j1-NZ?l?o4!XOEQG`hv{HQCqJ*=mtcXuC{Ywv2csWn7#phKWh>KtuqkUql-vM#%rU`W_`*(O$6O@GV9qC2rm7 zD>72?eS-JJ?Se(2Ch&%LO-5eG28CTUscH3u9jPQZCF37)u?hd38Bz;*bl>TdF%+ud z=m9iL{_0!Vvk|_=*bJ7}2&%YY3h!k6RuEGU0f)prhaB?kd^{9$n&G4~GgT8hU%Q{} zP(L&hDUn2{~yXaIch~+ zutN0@nFLj+QKOWk=2dq!Mi;PoIJeoRWCaHXk9K;A5X9Tu{*$N$5>D!>zH6qta<+wt zaRSxG58{D~#-dXqp-tS%6H(iHOMl11!MwJS&gor^zXWfJZ&3nsqEH<9YiV#%k0*Nm z0qqpR8PI_xo`*TT+X35+fhG>~&%hbM-2>6Nz2Io_xM!&y7AIV(U=q?W>RXzspdqf~ ztPgt7>CWZ)Vu#LU{&auJvWt1(P^-FRZ3QiE+2^_{!LDcR-^lG(fmu^`8m_L;X*e~4|k#Y zSVPy_YvSSX?<3pOnZ`Waw< zpB`>{jLZrg{&592C?hQCXXgDfJfq8lf4DiR;Qaqx&o`+7DB z-S`8PSHy2hB6)<#H+z7+%+(1Ic~92`Zl^)-UoVBXRe$eKaKb3pDMu2gjxq2okPR#gSUtmCG|E@m*lWlh`~Al| zHKB2i1Qd$AF+!u@eFnN}qC&fo3$BcyY|_}`S07un;M*)uv4Ec76_n~s z2JDlC9@c2&trpTly(EX_YE}8!+CjMk zLsp7-&)IEQUH?d;~6omcR(5Fv+tf7U?8~v3RVpPD9f7Dp`=m#(X1~ zg1C5WviibcreZ^|{+OA_?aLz=8P?a?Ra7c!yL5wOw7OVI^7#s#G3Bg~lw)zLX_eG> zQ9i972~>R7{2OkGb_LUOe=o*+jv{EJwmor@YDG*?MKfgE`djR2Eef-J>*2KE8&T?y zF+s)Xv21?3GD87+RRcx0-`%ehH|?^I91eHYw+cQ?7MwekJ)*8No+i}yWwNI{t_l6T zo1*P*!}?oGm&6A6VMJeklx3qHJbEK=Aw4X^xR}3)dg1$t#GhL5EQQuaTCWcomP*c! z3zh1>`1$Dya9poaawuz?Lf^3gsgEM?lVW314!b#8mYI>UNew?g*VX((G=7y|?n}j+ z&nz^Qwm{VteP z+PfZVZL?jlNp;Fn*y@faS{Xl9!?Ri6(VSNlnK=mC6t{RgzJ@}DgXaEYtY$@k3kHG$ zPrfRTPhTfdJYwHsh`S}S^O{Ra6eGwz%?e%2Toozn;EZ**&)b_|q#z zUxv+h%KF|qf0;$jVx~rp(Ym;ki8;4a`KXX!=imC%kfb)Uf3Vbs4Asr;@4U{rHb=*i zNjf|^w4P$rm!)3r-CL?7`vk}yrF$-qFh%j#Hq+xcZ_+*6K4Zj*qa9adQ#C9W*l2Hc_1M@wK#5+OyKLI_Bz?_Vg7EIH;~s%b?d0I#U~{8V zi~$52`}gDDl${tlDP&7idW(1x%&^PFQpYTPwZKoKCAMbMqS2~Elq*(-0-7%hMH^unQ~r!{x2Z_!#8T%r`vyj z?zZ>fe-o}a9Hpr387s(^zr5uGFGljM?^#bGY^NKCldNSOs1Ta)*s`9a+N zaO&@;P6;FLb<_FbQlix(!SV0UYi=fl7d=VX%*UQX>9ZFFmbh=^8W)c|=kt4k$-`P% z8z=znjqu$Nv-wY5A=$`o*%c$#z&$MQ2lo89ilef8n>@HsYjK|xv9g2fAv+ksyv7Vc z?krm-(2MCZ&KWGS5MWLW>sRC+we?_GAPnHQyNRY{iQT9bAPTT`R(cwV+nm4CkTDQc zQItYwOJS@gRyu8tAbB=_+u!0|N0GK)`KSfy*;1G{drC>H*Z@|*PWH(2`;$c*){~*# zyM}-bs9?8-vY^G~u0FpVm;P`g#FJ}97KPHkz#UK$NBRJNMQ1_2^a9lYMn}itj5OBB zCqy;7pbXk$6>ga*@??3v-$7!89MqdOA=BNy80{)YYuFk1gog33%oj3zo02DZ?lVPt z6X$8Ljg;9A^W9n=ejl_neg@xln4XA88r4q~8|}n|xmo}#QRYW#sa1=s@cs|gUz>Z6 zhbIX078%JnjX_U0=3*yH9fSO?z>-hT>@<6Z7S$~vtQ*mBIdBwRi_7_JL zoijmWbC24*qzP}gIsG!DKYM+pvj*rmK|Yxq|Gn#j1HZd7)axThOK9yjh6?*-(QaLf zy!h&`0+$a%v=yy`^^h(8AP#AkAmA94%4s(I7`d~?OMCeQtRAlRuPZ;-nzqBQOKo%A zB3H=nZ66id%pJ0dNhfh+f8TrupsZUguflx5V${)CtIL?Di_Q@) zy>{8nHG|a@!E^$G0e8(zvIPv9&OS=I@WHTqPCk2<3S0b~ z86<2Js*`JB<>KFM$YVk)a;e&S1h=aTQ#CrGLa>)O9P~b&P8Ua^Zc2QTV*4X>(dgNg zLu+z}OV8nMf;y6_nL2!FlhvU^D+YpPCWld3WJXse)+C+g(@9iPGk08{OwXMXWC6rw z+pwC9DB|d&;uKX%+A*AGf z?NRUqErPD`iIEol%iq4P7`Iz!$V3#;ijOT+#`;c;KfnUC2tA9GXQIj%tK5ocqp6LW zHr-FSqOx|AORE++^CFCNM#!WhKIDXCzLI^XI3#CC_U$A=*j z$MlmXx4OdN6%b!pn)*XFTINUCWo$R5365cR#C;|-5eDwl-2Za^++W+0OD9nNjNvSK zkXtMKcCh2Es&I98DC|@sR%nfyDkw_LGBqOaGIwtJKq$Bk`hzGt>;a_IiToj2sX0Mz zRR}x}s)0>xN$Ds0f(heC2)TUK=3hXbM72e$gDlYDQr--13U&(Q4c!KiM1Ws;b{qi@ z4-+CKQ#Hmh0_D6SncF3g&F67%>T|A?Y!Uk#HApiz{L3AfAsp`s@BH}n5IXyO*k;kD zyk>*TTW55#hx!hvj2@s+eO$NuNT8fcziJ8uFk)Iq$!rcKvr-lb%3k9Tm@yg&6@;kA zdm*@_dFFA+Krh@|gZBmiq3)~>WNr6lDd#xeN>mige+U2_#lejxDv&K6iO8AuSoH%E zN{R6Gimp-=*R2tugX!1X!k*d($?4cEibydlW{M!O)aBc8w$WgHP`t3&KwmO;t=O06}y1uWfGNFrAnL zY>DCu64=-T~I<)2sbeu zIGCXc+K10aKl`Zwy6hb!Iitv4L&Su5+Bo>eRZ+lhilC#oWC52iWgOWNdZf3dmjxJ! zIC>1MnV@U%V}%yOg#(tXmMDhdwi7Fk_*_n@s`SCHf}0C~y$ZufAR~qr=vFx zIb?;%0TI&Twuq_r>%r%IEHD+*t1TkK`<{+o{s6!p`*)WH`wk!xe}b6wiPW@>GkdZ< z(?ylT_7)0N!d2qD(CiPtYqVjTj6X8^341kOxBkz%IcpEei^2%Dp0IyN*F{kZBDvRQ zrw$RP_cOlOoSdAXXAn;GwFlB7i%H+}T@FAD)w4#_STBxIhlSx7|((RDGx}F6X2v!(U<;CWu8AR+I(ha{HGi7p~v$ z@C_tL8yM5L9E@?0#dA@hZH7ltE&_^;I1N=@68NboHyiiQJDUWH(O+#c&BR;?d`;4N z>v&fLvp;0AU!W*-SbExz=cQq8{pbs#Wr?|M$3e#2p{KZ?2PmwP%`jo z?|8U;)8gJb>~7c!w2B%%?<=ht*Sy2O3e|jdtB7aqlD=PC2WSNL7?uD$+ui;peSy0C zYT?>l#{Fd$^HJ;_VXB(q{*KklduHuWA&AmaEnBv~N~Y>o=~u6Npw&IEc2!eB+taP8 z?zhKxZ+oKtkZ0L*Xoxu9z7xV<6Pu<#9d&GOPv$XQ7iuoEh?L_$SD=EFrJb2W4gX4j zQ7{6H-rv0bgMea~!d_N53-;+8C&{_TQTf+fyEO2T(MMi3(qyLcbF!;$LsD~(=wCBz zdH<`7DfVUTVD)f~BvohfnFK$lAfPq;d8LFpr>KJ4ZYmIF`EHIQ{aGaTMCv0S?REu` zM0e(s>(1;zouiI)xW#DQt`1TTcok}!|L{nhc~0mnD4)%q56?C5zU8z%5h)OSql6hX zuOSJOoe%WG&%T10nA4a_nWR)+g+*&If=91o;TwtP$=j@KGjY;6)|Le zFKEksJ|?r`OUzB1xn5r7PeqpHu}zV%u3TTQOz3+m=DiHL$Kx=)H@c{IU!Klb*s7l^ z&8-!80q^N2f>4)aJW1YQZ>)tB)+#%eK}$zaRiA9N9g2Vu#s_Iv6mte`51~G|(VA4f zjY}T(9+fJ3EKA~S{bLK)tHjyV`P`HF9)T7h%1>SH#ym6n=5oyFcMr)i#Cc z@x+5ojbnP+=C&EVD~%5yN&;|ZrlZTt8X(9!9odA`vBe6wT}W&AD^0WL&YF@qwmOr) zr*=Q_Y`lx<3xy6g*nV+9IAj#%-GIYS#;26A`zhs@YZuj#H6R+AIxfHaMoe=w3GDbR zcgzMA@;>~nnD^p?XxrlOeC!&R4V|P~T_YN|VhS3M5`4q$w}t1lgp4BR}P zm@jJ+a+UyRfF#Ii=vMe(Tugp+`VPa~ekZJ4+rak96d1pOt7Ugo@|rfc9{3iQm=An- zEZ$nWf{sfB7ZFOvON#BoJGLqH5w3$a_<6tgUAdfy`v{m|nHg8Ww`G*6oWobdLK_C? zM2YY+k=-==sk3Kv#R6~-)F1`K&+ChMz7`J)JOh1aa#$Sys{tPfa8OKhs4IyO*=fF>JZK0Cfqx;$;~3j{(8te}Sd*bv+PocyY^WlW@{`UdhrWq?!^S zV1(8uDRVe5;*adjdwkO|tPt#80sx9^xuQVQr0#Yn!&0})wqZ*L%4dcby|d@W`xRzXJKWLm9|O_sSd8J z=jK+%_yPjItE_Mur7w;Y2VU!~xS?(|bxr6ntEJxk5?C64C}A)*eD5yq zFN(ej0NCR?NBaajYjM53D0y|n{R`M6PNI~!@##7KmI43@ZzDGQSRZAKjCrH-=Dipn zXP_Zg7^MoBl|(!NJ%iZa?YMAH!D58}PLS;!yTq&xNi009$BDw$6%dQ(EjcTtD#rrs2!M=4-*n8W4h0LZ~& zI&g@2xL(x_PjV9-bMa63&1xUj!WiFMRdjsFM5qXS1Yag~o*n;2k9n%1%5|rCU~%gX zp&27WprV3seT(hvfb3(wAvR;lRVB@}h+IT&kD{bDkT^W6)8wzr@M54M$K%WhR-rCgyO%edoBe$K58}_^-iOB zq{PAvAxktgHRJ1ndGqr_k9SgnaL{V~E5O7&p9P`Y2CT8ezdyfa8;ptb&OwUNfJp1F zynxzwV<`yzOy3e=BGYer^bu*jGYNhNY(O#xi6qKv%8-2ybGX7v>1!QH?2%d3{^+6> z|HJ2meaI)#u`w~WLflk@{R*bL8I;{|Z+74pnw6YGL$;*J^NoQ>MS03J!RB%!_4G>;q>DPsOZA%a5rP{2-)!M`n}_JKha20EAW~dkMj2_ zl)(7ng(oY&o)5}*Uj?EV9zOa;xKu~!Q<$Q7L)A8={rwYDv=^hS|6)&gJ%o=G5&jy7 z1;If9C*caGV^v%ZJN*8Ksg_gX6MThjIF!6-jo$ChfNyJST&_y=ZE0P?5!>4f%NRf@ak{`c`9YK3XZR8{>bAtFyqtbt$8eCjVk{lGC)PM+4V4!#Vv7*Tb60KF4>?@w;-12dxx&j zx?ptyaxzq$n1=gCYhM7egZnoUBWI?%KDt-?&7vtxYZl=N8k}(<_VbOWOQC|YQU7?Y z_a=8zuPe%^>bdF@Eok(YZu>XNH(Fn5SgJ2!(oTN-w#ZiggA`q&M>yaR z3HvYf`dS-T93vxPaoC(5Of<~b2V|wWFqPHKX7_JH-CG@NupvtN`cPJ>%{zUJVuK^43t?CG?9Xkk+(e)nVV?X6~ zU$K820f14sJgP0TMEg%5_Ct~p8uC&+`j)_5h9n!p2p|6+aP;AxMRO$s>Af7!d?E(d z%X9I|IBaR4iPq+~Ib3c==2q7fx?o$E2)({qJtGqzKFN+22OI{luDLJYFKY9w;(Fan zv$3|>bWGh+&V@+}B6wk8!RGG;;~3kHbTYCv+S>q>dlf<4<6m-6wrsih`XkDsR#!P=B`uD$&LK_ zWtKC@eGnc{Z zrKoV2{4h#lPBr|s3~61Z$la`WJcpeEBccXmsmFG2CEpt^NB}pqKM7FN`L6~O_S^HE zx9@obCkik;yDlu)`(q{f^HB1(uWwa1#6~3z*A-_nAD$Q%C%Ks#oz%;17q;z+>dzbK!gv79@UrRO!fd5=Rmn?EL6t6-Njy2g%#cK?Qk=3WlvaG zM=xRg+dG>2gqSWafkVvENf_ke|Qfj9L_XNP*l zy=aME9^pD>NFq$Ki=Gf$;eRbzc``PX%+opT>kDrQ!@xpar2*%Ya4dJkJ|E??{+%^w z*4F%C+)`0q9;l{B8XSihH~f42Yh6_pYho`lVZk>4eL1`A^`+QJBx86LhVl=P_6#9Z zEDb(I_xcBR;W8d!zm;T+Wn>@aDixpZ3y#?ws~S7z{CY-DStuk>Hwv?-tfPN$nFP^s zOO+N0dp^xSf1bp?vHSKdz3ynanLV%!jxruE^~N z6l%x&+-4W7vzmBZJ}1qxrCF^c&FIp3Afbw0T%kRU%y049BvCNM?>TszFV!OO#<1HT z8(zh*OWPXPF>)^GMTH>WUS`zKZxx79wmE%0cO>|F<&e!pg0&ts9Hb%J5J*2D-Ib5k-FSelj~HQn{lR!UX$BUc5<%;(~qhVMq!N8Nj=! zcGOu71Rj>y=lS`Y_df7K(*gJZhOd>RVQ|AKAgU;@PbZVuk~W0OE85bkwT_?a(oVhu zgFj9-oZfr3{Mg2d^BzvXER=J>s%8#PRvl?fHzAHAlvG=}^G@XEe58R!-Bg5o@BSxx zq_>gl>iXwbg^q6(M50 zAWLn0G4LM@Yg>Nny(`OSjN5sk*M;6;iGhQivR=UCT><|8c_}91JMsw#S(?WJecrQZ z0A9SXvKlWE3)H^2It&O2m3+G|?D;4)p&#sdjk5Gl>|nq|k5%~aa=?;@ zf2pU~UZbr2#sbI-Mc4OHwgVb2$Q6Rw8MwpGpuFCn-KU4cuMTn|Tp-nI#uj6L&g*7% z0j&JoQP3i!_^J_JFIdr~)6%n^L->pC8M%9572!Z$lpVY7g1E>fi)ck+)1T7^*$s(S+e*0N!=RFN8Sq{P<=4;ct0PGfMUE@R#dq#ptPP1^?+GL^4)`&Yyb;PlI}jRm9_(!J z#W;B`aVUBAH#L@}Cy>n82lUhV3m-sCO4V>k&`3twLPF0Vsx`5c1JSwhT9R3G+g0OA zl@Fn(V9@{)&GAN9`u}e5#@dnZ`k#N=g->@eiIt~QDdD5H_V8}rn&282P+pG6lgL#i z4JB{(dsgii(?D}?*1&le&j-Qf-1d71T&O?f!MS@F?6J>l&Vw>HE(*I3R?Si zvSB7;Cy6*%hIkFb)LW<&-vn?raM8B zau=$Vu?3+E#qb-qR>2@>_#>`1gzkyHTqWagMq0BiyW45f=AaX>`Vb!5iv;nG>%U5) z8D57`cVLijXCCdVK1BNHaV#VJ?>ZmQGCFz+);}PfiMe2{O9&bHWz##LG6{~-Qw>K0 zBt>?e=;d)uD<6@@qwd&UZT!ur(5&hu&0Aea>ZAed^7mstwW8?Gr(mmxvcJ2l`f#E) zl&Q603I1-I9bOUMd6neErVfxFaKeGx}EG5X&3@eAM6)6*SV^De-4 zk#w@0h^)tx$%S8Of%+;T^23KSFCpUT{ImvSFVX6wR4MSJvcmzda6{dPt4F#;r(VC} znjA{zE&BITxk(Bg{9hr~O8p|xAzmC=axUcbZ_Ta6((XADk(LnZoQF9j;Oj@-5SZBf z_13_*V;i4~3in+ghCt!&qecix9_W2MTFA^tjmK;CM>#zSe_i_g#A^;Po7X&M;+sBa z&3EYMfW#$-=;1nXZbb~kWw}Q)@38(#3f{_ZgZCkLic*8tdQOuQqQoBO!8J~o`ujS1 z!a$h5H<5;`9#Cl_&g zVf)_t|6)_F9v;feHgw}rC#lcIO^xnHE6$Q7?nE!!kPMYH8|R{7WYeN97*}cCa zE@j~;;lfrWUo|%JNW(uTuy7_Y&}*_26}=;D01n}BK037c!N%|r(Q*8rKgwY7x^YvRKXz$1Hy{O) zB0%2wr|taD@uUw)n~n9=$8CpV5vn7TEu2TiJx#hZ^}j_pB_l7OSXj8PPzDJ9)16gEQf2ymvb- zbVs`k3&InKVA;s&D>covg(TX24Q}7LGv{h}j|$EO58>%q_Z8?ywNiqJoLBej{?Pjf z7=h3gguq{BZ&<_`ZOPp2#Wm8{D)}jhFm%Rg;Fv%vYwJp$Cw7vi_IkB*9@ZyC8v1+U z?;nn3ujG{5D!^$Q+!w1$o?1)7Y@3d|&bEXWl?h3&m?qiTXB#4*gzt0$Gmtl#{dU;( ze4(By`{f^frLQ6D*8b_90wf6lsO^px05#TdnO-3|4X{&0j2>-UDt3!!v3pOR``CO{ z@BU-YKXR6wnx20yxL{5FOTs`|7JHl%7oY;~&11~zN)!*F9d-1&7T9Jl{0*1D07(b* zI^e*}p5ptpFO;m^LAe)xKq5UnJ50th{8DGW5N=01{JLch(SwsTJ&7WF%W5$=j#;L*kCX>9=2s zV9$uBrNhf+{Tx`-?opGXty@0YH6?>WDS&*w;G*HkgU%mHE`Gj{1C|uQe~k`Kf=>K# zoj}1q{gYmd{{7Mx-tu1egE{mC_N;)zLiW>i92V>ywuI8}>$?Kq-2&mI+>~rUC@9Qi z&Sh16iiOhmo35U92Ciws!z%4gBVz#s;RHe5OX8bW6TvFB?3Pa>zxMPn9BajdNXedp z!+X4+m11V9$Y8m`i63F*Zduqy2$mCq9g&6sculGSZJN^7FVNx&zim;Mg& zTz8&(uP3bgw%LqfwKtLOuK(dk_Yu?fIkBF1i7HA7ts&`!u(<77guu<>;4rv$2*&0c zwqDHDZxafV-X?F@ObW{0DzUwKfk(b54n}0XZiUe|rY9P{1^?mvC3d1YEwY9rw@k`)Oo3`o4`fCHsL31JXfAsKa-NV@Zl6?L^fs(w$`3rVIy3t{{Kfi!R z*F7UCeq%-zPCZ59%L+dP-)+QBk5bU_hCf#L2)>xvaXESUhy2ZhifT<7aOgE07;NSOqI-0t zl^tR~^0J<|AS=7AWP>HHm4>51h&&H^QsVr;>86CoZE<_Us=iKDgxp7aowT=Pl&{($PH#f^@rd>XGd{1Y8;zR^En9gTrrr#khJM8m}bf-3tGz6p~Le-Finl{c_)ZH9KjsRBH*HXkrOW zrR_~s-KqC#2tOwVqQ0~y(l`Qcs}IE-T|I|jzdrsEf6Tbzf)D}^X?f@kPWcpSe}j5K z?>O+RJ?^ZTZTwIMWI8#rMH@;322D6NBT^FwppM>QE9UrU!lqgj5m=&mxe|hdF9-BpAr@_PyDvWIf0}$0Uu^()!SD#pp zMhI7mENri|U694Q#P(c8RfkOah@Elb4NVabH8VLBSE3_OvqNPK3d-CX2C^OK&y5v^w9ZveBEp7}?iOO7D+xz5G{VwMu{?Kvyr6Ex+V3P5`4}>xlsa8#D6X zho99!Tmhc7Hi`hX8{KJ2(EB*h#XCCb`8{xnt&+}KV>jO6jGR{Bho?Xc4Go6ez3*q$*qC9It4Ua$ zw^m;KfbH-nYqM>a*83l&k19_Rzh!~9*#>k8loa431ql`0faNlN~#Wjf` zRNc0<620yt%}3fN@V-O<2BS->Cw;m(#jeh0@2io2I|sxokQ->3-pydv1yTAH>s?>R z;A)yCA8F>*zMe~s(_Ek=Ytw@ggl{FD*ny)*rRJqtt8D8o_sY<@8w9Wr8qz`;n+*kK z=q+De3*qchNghnvpYzw~wZ=vXY9j|qo#YC)Bgp2x-3%qtqKx`No673{d{@V}DM zhlCCl9_jq*=3&^DKMrW^+Rqn^!QKgo*TBerD{4u+i*I#yKS=+IKbEW|K=UTw1qOVUe{yM!kq3+S<5D~7_q zu=O0Q+q^UKie$&{i=|0FeiE8kk9~7O=_Ya++jU>``f!`2D>y7(t}YY424j7+XgE3~ zCayfU_Hb-Bc{TJ%ED$w337b##s)$ z{N z&ht4+%%XZ;JZ~Btd+KJ;_`j=m{`&P{qkPoyW1H-vaUQ^OPX7mW^ zusEW+Kix=2g@p3L4SfLHRVsP@DnHQyetGMY#*rIJu^V%A3VxL`{yqtxPI2MG`3q#o zkSp6GEDU0k#GgE(?uMD?Mi2CYF{Lx)!>)6a!duYuilV07j$}(onv?nda4c+vqD-cj zxKrv?GgJ8$gI^}xmQNQbhFLdTX}$X3OjXq72b(_Vy12Zi$(^0QY?{Yn5vib_#$^wY z_6XnI->)Z~|8PPsg`~4=XQ+46R+7V%;?+!*gFdZoXLC;Vz(?KWM}#LLU}Q0>!JY+< z<0&QdoS7N*+?nxoEZMhdev%_{@F(%b(j&j)8P3D&w9WMg+ae**%hj3Y^tU;-{_@@n zPZ>wX=1fJAD|OG=dYSlQRRfOS}OT*~9MPg}@Sm+j-&9op)-sKgljO3D8^#OIZNtf<`U3v z5aV^q%O6RX!a$r#h0~Z;qI6)SQA+<3%$?oxuQ7k(FXn{AW9_q?PM-mKz>x@yp<5s2 zKt~SzO!8FHiLX;n>MhG8{f0a$6gdaTD+J6ERI(o;jrZOBkAZfY9e(k<`y()QNDSTp zMjXfv0)&3E5eDNVNH2^xQpt6ixW&X2ldJs-`HCJz6rIz=`z7Q%>tz%ua6-QZxj#!# zCuWaRFjtLRxW8?Olo*aEIm6F7msHNAwJ`K#b4(`kG_L$uhZ4lrlX%HT22K-k7Gay* zCMyZb?X_V-MI%bl55=vcBJ6|cxyL-49?;hD;W=JXvv@|1eZ0s}Hh23yl35M<0w%+} z>VmMAyAxLCQpQnVxw)aff@R^H&BeB~k~{&g9#Kf^Km>4&GC9G_Xj1e;fL+yNB_bb1 zwkKaO!By`R%ak$88pwmuD5zVJb1fq_~^iD?d0?<=^KwP<&Y->x^BK6~X! zFFXsQ-Iv=1mnCNSHknfl>13M6WCW>o9*THM?#%_341A%^QCj?tOjJhU*68WJ388_~ z!$W8yGp$Sj6~`(57c@XX9|qzq#^_#asMw?lDG{ejcDKaL#|DrkJZ6;IYv+wfs}sO4 z8}FD`g*GxBGa2!pb(7CG7JzWa;vJEwYwDrgVQU=$Ny$Or~X$#vwt zV$kK)$XI!j+ju`J&IENLX$-l5UVDl|bj#muoEh!mcnp_$$)%S;t)(NCg9Yx7{pba3 z#O~(FuEOH;be=cZHBYt8VUNgmi#}q~=th}Ul7WvN3CvukReosBPNbzv;3GHpf4vc2 zL9=5GzxE|Dmu`t#;s0ryi8Oh!>nvuM6B;6GSwXZHA;S}q#`cn9+KC1w2V?zFJ7HE{ zkx6dRqkp%734o#p9e(?fWn@W`8e{vJXNzyrS#sas$Z}Ztj(0Ue4Vw)j2-gYNsy~u9 z^B(AoPR_vhe@!q0hP5aoP;*zUPux}aE9Z@_3XR=`?cFms0GB zinXGzykVy`8zJwpz8XrTeyTGw?C0qHAh#2?yPB^w6|J2FPgM$Mg(mY%{w@G~jq;*J zUK^2*geDLpg?{KjED4><)lf>4hIhGP88+tChw*n)MJh1@fxDB6a{ElgOCvN$Gw{!)M61!V`x1rhY)b|wSlXwHLmjLRykM!LO2^2jK|R5Z(bz4+FW4kIrb+Qq$3EA& zU9G|as6+<0vrZ?T!r>E&lF{V_MX*}|XW=GQJzmBRl5)`7GhFX+v8uk;syJ{$m{`qgqU0*i67GLEIR`-@#noWg&6_o?b00q&7Vi`2-y z(N@H6as#--*shE{i|TP*9i6UeEflFGG$t;onVY`Ix7$6aD0^o5?#7u@oofCI&9MaO zaid|WqNd%%5A1}!y}lNL1MdO3my5j z;d)3l30%Gz%`he=5lmes->o%@2xwWz+Qod)52^6_B6k*8E6#8P6I3bicU}=@H+CKX z_iZ7V|M~9RVZ4TE!6eVg#kjxb8ZA@jo};Rf0qVR0cp;9=u-G5+9mNuX1c;Y=g6+gQ zQxkjBxmT}lDGqO9?Py%M#TcuT7z}?lDk+t?Lhb(}|cjfan^Wt;QM$Oc` zk67I>s?Fd3#W8$`jQS3El-VUPh5S)PvdSuH%sqt`Zf0gO(B$z0NJBoeK`?KSq+x9D zvAxOZqf2vu(g88g3eQ96n_wb#NM4BJkvOEH=g?tMuXo}c${x^5kw)^7m_*kdydZ*Fdq(WtS=sAR*idd&e_1q@<{7JC)8m4NzGC0wIcsqB$h=5tN zf5DF|!6d+IXv*Hh1$z4r%Ze&MBZbDVO=B(KySq(JwoJ#-w%gsv+8fIT;Q^z2drul+ zo;vGmZVwqKYj)-k1e^q{14~QNS9QWBPcT&yY^}jkY*wb0GOb{5S?F8b3co_sZ+~TD zNP-35;Eqzbj2l@3A|D6!b}_ z-VMz@jThvi)xQ2p@bg{B4 zPhCIDC-zL0qcp@A0YO&@)6E6jdBx{@oOuT>FZ;0xuLD|%AS9Mi0PiC3oYe?BnO+j4PwS4;Y`HI6(jKW z#0~!(gN2KrVnR#8>;)*!>F#ZC7rWhqHd!aW1MqX?KcASs2V0Qg}h^?f7g0Ul! z5uO90&SVWd%I&3ap_apQAgV5sBr}j+S{bX!5&i~tiD|1qtIzX7Pb}G%LBj+mfQuG* zZmBN7j%%1D8@au?9-OYt60J>J?{LU5smW`tBrEuV>g^Z-krZQePnh_G)R1XBkKnql zFT2ChCX>kiTKAVi1yFQ?Ca(VyV~QXGaXfvu5qtp6&`bh{!Zn+?_U8cQ8+}^&zOQaw zUQ=GF-Gl)p(kr|5*8Kg5keo=0Pk`xXqGpa!rlqwypV(hd9kWTxIX?vu6i)K;bdWWC9RThH31xXm92tiIF7UJIgPH%D z&?-CMWQ!hvt3u~rSFRhAs~9DLdk~4b<2K^U9X#ssV>3grUD~&|wI19HOPuHZlkkVK*C91TCGdI&;ggTgEb)6Kph7pPZQK0+o2cm;0iqkCjs}8 znyhB;XmZ6x;^roMj!R!?66?_4{i|b$T4$v}Fay{%+nXsls4d!4FVMnvhSJlX0OSGb z_(1eOVCvG>szv)74J2?J9;7^^Q*|Yt9L8Quak`?(_D}Ki%`cjY4PurISoos7bb2CS z!mK|d|73z8Rfe>veRF71BVsU|Y(ctAeciH4BoZEAIV%=i%BwgWW1%f9TD>s$(8H zY~}%}b>2sJgT3u{$4!-wLD`!8S6osx3^v?ECG&=@i%E7JG@H_3%D2=iK-hD%o<-K7 zw~7d`23=6xU{Ek>Nj-F(&Iex>ZMn_JfS|$)9%TwS_FkEBLf60YwX}9@J^Z~$>}KSB z4=7FBDi3WA7xB#hE)XGnCkk#{!fZUdrG3mpF-{Quk5D6~m`^99;wvbzj@e8%DE-2& ze}Ifan`%@&LbmLFLc>|0QF+8tST<)c&8}x)ZV${#aj6tr-F|g>7b{$OThPgCsW_eTjsz%t(35+jQoaxnf+L0X^CR*wO?Ly=D>t?nfw4{icH_#oDMH4!Koh2f2F z5|@pRWBuO<#`TT@JxZQ5N7b|MOVNyta1m zQOJ;M-_}2oMfK?Iq@g=Y#9A}BTjICKGe#E$M@&s~ftkhahy7Rh!1AGC=6pMBvhp0E zhdu;Jr9_TvNx|S#fiCrt#uzwhe~3P$&@_6{9HjRBEF%S1OwCW}?}`DW^x~=&LNmh9 zJHVJ~jE_%@)J;#NTSA0$U7K;IxQ~IA)m6tQi`a-hl^^^UhkY5qY?M9MLB{jn9tDBQMA}5- z$i~slS2dGX49V}EY`hqR-QE!~!x}eQCSx*;ZFQa*3aIV}B?l4VO7SSzZ&+NetGM=m zc9&%{(?|QyNXW+2-5*}?_#fH}(8d%bIhJDrR)GXV0oeiPCW(9zTKPnR%^BXdn?c_3AY`|LbXY zjasi<4wIjpV#0Yy-|I}r^VZdXDcfG?xj9U&Fuwmku>j9RLcJ~oUx}pi-A`4%@l!!Q z60uVlj8O0go+gMlQ1Ylode<;AR$}eGrI-oinW&C^lr+-a1r`6EIw4oV#pd*Ns8uy` zpDd=(c)@*G=;;C~v(4)u`Te@Sp^?$gr2r~K$-X)N2h@)cvI1FloP3EY3GoZ9@NJMj z%XGH_Gj!Hqa0--}ab?Vx1L=SC-F+>icr{_Ps35rRfc|QUMD3AAK~?~G+0K)ry9I9# z*--NWmz0nBdg-ROQJZL{1CYa-7}11PkLMEtqHeoNY@};(L+LgF%s>pyKrYbe_E}>E zG;w6GT9E!V1eB$_cH*(O=XNDaOF4~emV+w?v2>3!tDJZ~Pnzb9mtmiHFIQ8; zq(HX-UZ7SG%>=};-73~9D;w}ztS|DTUEfAMpLxit`y2<7YXMJBa}z%WaP(3}WJG13 zSDTuNQeQCTwT-`q$;)}3d0nJ$&b%^gMqEr{P5(lhf_9I^T%Ih+BO6N7c=WeGx}y&2 zUZ@#KIP$tEk3ZyFyN7G5bjJUjto$MnEzo|A!k+VrpO2 zKKON8g1NGbac{h~yiQL@*G@R?O#jtPTV$wEkOqr!JWj3^nkNOR)BgnnC?EVipkt)# z2U@uMFTu!^ zXd8$Zdey>ka>>iFFf4-lYPky_;I@M!S*0&=@IyI`s%(n@*M!si$OO{Va85H8eKWmu zwa|xGC3r1wCv`q9j;W)WAb~!p&>6z3mFRodNQ*3wrKVvb|bnSN25W+oGB$l9rPfTqK%#wV{1 zu6v{(PCfA3*Q3WV)BsZ_N5n`85KpNpFQ*K=@7&gzm(s4L4u#7>>@Y_=L}i$({J}hd zZ!ChC=Gk&abbJOGe3_xY(PgV8C5BS{6>!QT*Y74*11|uk4++Iyx-tj`L_Kg^A|Lx!dXOb_uK%Z&z*ErhAGz zg=_SP$x*S2#aGuOsniABYoS4tbKKtel3_7Tz-!!YIj2W8WjKTSJc!?ID_ zv>R_`=!7mt{}BEzoN0syBnf+v!%u{rw`x5rPbI!=_UBw& zOiC;B^S0e>gt~am`S1c@+QW|TUtu5wAT!F)qW2Ji@=gYj=K-)`XdXYo&L|UbqkG!| zdd4u|gW=57)Ze`+Ec$`&2TGQn6K&U@xICt*MqB)!ycLOsA07oRzp7=1Un}Q8FQeq^ zMn(@wo)-e8LooB8)%qZZY;o|%#bqKK@+32zilQDnd6yq1Nbm*P@wTHv)TnM6u?!+B zsxSaNdYQGsj@NH+6j!E`^T9rTxF7Z^0dO*M#yz#nv##3u5!hb;Gd-^Nw*$2!zwYm# z%nv|XhG{vC7$U5Aa8V4ds6Il(63EIJA}NtTwYn~wHWAkz3#N|A#A@2lt3Oi|r9}qY z5{m_if!gIL06W@}Ay>}hDJBnd%s}2Wn5dV;LD5Gc=f&|Wm&L_F4mMZ8R99Oxgx^3N z9ijf_o*Dp-FBaMXNWCLHy!Jfu5^&G>^u~*A+|yx0Q%~_`EIPX10FaPf7HEqPH3P33 z024?f5a`#aBA1<7#aHoQPzE@{{KGx5w&xlDK&=JdHjG~?-pU~lG>Dv;U5u{qZ>Mh54#oozW86$CLh_l6R;W&;g{jlkCfk_aH zh9?C%mrM;bw22mgT&bk8MLR_QpWz?_$aAz&>}f;da#C)V1@|M&M`c6WVsCf6#NkgY zSBmLRU`MRK zl~$r3?oJZK7OKl)rXR3`ss22&5gSd|ACp^*l|7~bZX8%%GnycWssE-zZ&h17vJor! z(tAC|!o>hmf0+1Nqz>b0biVdZe&_E5o=+H4Bp*;)8fYEC!Mv~Mb&qahdG||-Kqq7; zP|NQ!zKUDgGOO#TUB<&rIr>E3o$2XYhA-p?4xZfixb*Nhy%-;6rOYu++J$dnNe|d} z9R1VkvRGZ=+4F0EhZ4@E^isc*id*r_G@nx^z=pG-MHh4ZX9jL_WCAyV9B5}6RY9pS zxT?Hp3X>)s)JNGby2^L38?Q4Bw+aQX=0NmG;ZVf!U@Lj3vh6}qH(Jex8sa94rtO>M zcfpc1GcZsjIO+wDGn{PQfQDGCpQky(pQf$-$Ws-`H%L#g3#mZv)Y@;Ir;LX~4t22- z-<#N>aG8Ed(7cB$#{PXK0r$&erJ@R80!L~10B_PO`k~_aJkUwlJe*bc6XI( z0AK06h`w91F>vG~Yn&W$Q73~@sT15KUfl1bK5Hy&--{QeY{JetlToCzNC zqi@7`DiSyxboJF{{pd;A{SWO?!RDUSmg6f~|Eq)fTY8ROe8JLBe#M!A-O{O_wula- z6m8ek+Wk&5-_w50!s=CgP55}DR;Z*4ek9~@nq;aXM+Xz+r36;VcXwSA0IY7>jw^M+ zCk_GV1%+~Jspm&uVO5ICd@X+*LgyS9LeGT{2&4V(2#wDPjY<7CYKaBIDkUx4Pl+Ie zz5c=F-p%^+T&E9qK@?`rbr&Pqf}gH)yVB|4pwacV@~#px87|#ku>+LvSR68Vzz$KH z$@&{*vmAxxwKH%qGWQg+`x*LF&Nhq!$|<+KMMs%v=op8S#FXKof9hbB_D+V+4=-q1 z{)7Pj@||mfGzR-b%xxvz9KAJUI41JL{mt7oNk?P2!=N`71JQo}o<75@4hY`|_E)*MQG2U9qX%YTZ;8qV%4JD9Ym%P@Vq!|U@#0Yq8L z>`-rSs(Jbr*PaP}w3jwJbX$VlgvS-KeB3d!os1$>h1xA9{&Kj~{Jyc$1*vkfufZgj z2*B4(MD9`SM!{h;X!S)cCu@_B{aY2BH%8iK3qE0WU)aLI-Mu>fV-;G$3zG&v#-4(eFfv^98-|iZG1FB;9bp5Ah zUTbi|1j^H%u}KW-Z!bgA;$%{g5gfpA)~6k~&Ldw0uE56K>UVKq&4%BR zU=WR&jzV9#+({C^-N)jip5D{9J!0QTNPG;Sv)XbA4X~2r!)aW;Fjr({z*LM~&!+WF?LY|B> z1iHU+->6#8E|B|36ec)FIQf&1@_bTV0Iv1hXlLkTzQ>L{%XH_~jk7J?sK-g?2a93` zPOqXk#Au<3>1J%@?SZBoGJk{$_`>zOy0}KuFxQ*t*cJAi4kHM{nJtZ~$Ep zx!?YGdu2&Q&S)yDAc}KZU<)F>lBwuKJ|KirZI8K%R$CWo)-1+A`1JYw>nzS!6KYT= z9b~eT?+iJQ^tfIC=3!!82u+}pN7Cs~fFFflwbB@je*s*t92lSd4KA}@S_a?j{A2@6H zOyT3L=)gm;1vwM0^lySK2i7O%eim|X0sJ{fs=-eACpj(?^TKRxPw`(;(Sq0qM2imLEVZk}Rs|YA5Rsokl z54&xmlsg}54Kh!~HeaH+FYQ>?3ES=TrM}{qdlmvL8q-EP8ej8-iH6uX348^K1kBB0 zq8kXDb_9>%XeG~B^GA5kEe8wm%kG(vF8$D0R$%N3*>LU~{XIBr34+w`m=W?uuojg8 zd4+13O5IgMI_RlhtF}}P38HP><3Hr_;f$2)n2Qwt9!|t7EbHN6YUw#DhRDGTv9y{& zH6&$kF_gO#x7hgA;^_Fhs6IU2&clr%{)vc58upc*3|9>qnd3QDUKK*a$;Z!2neD%} zCz73qhu{}=yu6D(t_{%CeTR{Yj2*w-?9|T#2h{x?AC4aznhNZm zUM0@QOYSbgwT^m)CMIfnM9E{vl=hZeqy2=Dt6lf@=y+qhgUJ&|WM*Af&jNbytvprK zwQ6RoRutsI#U+KOj81I^<{_up1d1+mkS6_(UjfC!JDEi0-H|)K$N8Rv8EOJ3hCZZ@4w9Tbtc)H6Z(Z zR3xu%^t)#Jx!@XJ#iy!FIrt$gJ;}iP;C4M&McW4ICg&ULp*i=nuIwnL=zW3#ho+bN zX4J|2Z>nz=;--|xUjzwTn3^a3q>=Bmn^zPL&t>$|#qp$5)kDGz*q5yNkA^m^F&GVW zD^rSvU2)NW>((mq+f7P|7O{CG5&WK-sU-@nd3vj-%YByZWtZq(gC;+>bqupZ-${xZm+x1BOtBC5;p#bvA2eqrV3$glj)NSOu8d3RT%o3^XwF6)zS1$Va2u4oUtNkCJ>iE>ctz8E4{_Od7OE; zaF~S7k%Qjg5Ue%ei?_9U@3{gQZT@qDM{*nULi^8&MOM0nZGnV6c_2W!oH zO(%yX(efYL(@qj;+|I?7CFmVi z5Xr9xgP=X~(i7gxF3-H5p1W+6pCp!04{?jWJUwV{Isa^^4JuoO2J~(WD#(YIpyxV_ zBx!xlo~)zN@}en4%6)bsanqlgRRM7pN3J%4-52Y5oqVl1UvMZSNoZ6j7`)|#{4h{; zVj`K*_jFy~7~9h67Sw1#Rz5N-uKuMe8nOEvdv}-9t=@X%Q~4q9NFrhIJX*oOmF;X`W*`3`P zGQ^IHs8&Ec7Edu*<}sM{Y_39=dYRw@27>RZCu*=z-jkcjsJ)S?Iae|}Ss~tGbE$7R zatK#MChG!4#a@YoPOeoBsUw|yv!KM`GWiyRV%A;KS@YsxVxnH6r1qC;e8g^8L&;n1 zElGQK@k6^-ako22PV<$#S*`Y0SAPeks|gCe8x`JXCHA_6)I7~#`sK?0BSS%W`sMc{ zpJ|jWmu-+~$n%2=x=PWJ_Ude3Rldh@X`F~#tjYBC+fsyY6AGr2XK~6=ynZ>OE@jod zJ5y7FWMWDs8ww%0RV3@09EK1QFBq__OTHUX>9+`b`i)f!SgIxgJ5Sg(xejLQc2$3O zE9&dr^oJHwGnuZ#8YkPJ4Vy32n=b8Li?n4)x0}6MkG*=kZpt$u<@r(XQ9}mrQ=8Jl zC(<19A=)|O(&W8_)Miy5mw8aNs&Mt49~96`7bTTYhf7`^5jLVQ6h?v;Y;NtIiHG>5 znCxLbB{1FtT9bAx^^mcEsoh7p_FAxSSE6Im_merOmNqmBGylGWJ40;0Bv9*gZ$ZE5 zmz2sGG1Br49uEui?1Y^)TweB*tnGQYTunw*`f4FpuZL|~BoQ+a1Sa?`Uak7wkOZX= zLPBr|uTNbzFs3*U3R;(Qn#clw{<1QM7H)~D_(ARLriIQDWK>0eDb`I*r!SSc+FV;^ z=qT&0|JX$-6nHI#Rm`a{pkSm!X!i3<&?bZFptk$3s_ZW~EYGE^n!7IU#MopB(4Mv* zTzK-sE`F1!QGy zP?1NXt0$0{T5_3R1zYo2L2dNU8YLj(MUkSrjQoov!UMZZlV?&^EGON8 z@p^WT<+ z#Od#4ryo)_Mll;Vo$F4M_^ebe<%#`1>l<#iBZ0WFvxgp=P808^|2`jGh32)#W5Dks zQll#~`=zYJf7KQ=db7B!_pS^?Phlij%|y+-5{%WbAL;ee@>=?!eH~(L!fsDseS))C z`hjcJs;OG70Jr4j@8&`~PSo#bt+T0xmax#0PUZ3fEXA)-O`JC2RPUqSe8=(kt>C!8 zR82)t6O$QyA&erdr0AaSJgqCc3=XSD zU)62)>K}Z+PMfAro8nGs9*1G7@utU@qptK9@4LPER-e8619Jhv6MwI>q2eKG*!z=# z(Fv7bwexM?besA8T&HCDEJgRSCr>|>C(V=D{nj%{D;$s5l@4dm)L^niclkLzW5bC0 zeeT)7J)gLaQz^RohEBI>yXG21xc+)2+Gh1F9`1kpE(!XsJWjXxZt%iq z(K(BC<|~J%Fl+V#UR3g_mqWqxolO!Oi(U4X2NlK@!~Wf8V)BhlRs^rrcc*7+PjK~Q z$5OTUIxQph17+9@o~>VLY*QDS*)B~-2v$VJe{e@fK--yBEeYm3^7wG)E68s0Dv@&f zH=V%z-jRVIEy=cPtE{YSw@%cSgWg7F7Oh@Bj$E4zJrfJx?e^SIFMK);zPz!=%jK{b z3$vf+hFEo;G7DC5c`*lR_RlnUGaX1ih|ZCer}5W@8m&THC(82r@h1Me>Zu#zKH|>$ z#)CFT0f)}0XCxps{=T0l_59mXBX|8S_I9B>?EXZa3tm>xflk=2BjrYP0#(V0QWlL1 za+#^Lt`yd&W#i9WsjNLuoiiVnqR8iTSy>N$np>Eupr2cJqO*C=bRp98=fF&_q}nBw zS)pSv?qzoEi7NEyrldDq{dMEX%HShSp6NvckDumRpoEYDb@ToQ{NSN+Cm|>-*}y%M z%jv0xIs9@bX~U25x@F}p-q|m=VY^bN@6yiKx8eGP4BKBmZs1M7EBAv#*$U?GR!*aR zJtm?9F^#X6L~TUMP#ljW2_zSQske~z0?H17ZZo@(Fbs$`XI|SDrVdBJy;jf9+=4Cz z34T*qV?0a*I~>qw{Qk{le?3@BxZhUF)hD-oll6(@ju5`zwecoRB`wKl?``ayM>T({ zrroBi!sd|eorbE32X|@Gt5Rp5A6KGCer346yKN<%?#Os`wkEzZ$EF%74)y1~2G}t8 z@U`fG)#+MWVS~Om0rew<9dVh#M|4^xq{!nug9LY_@Y7Sld)^U_MtEIKMme>Za8`}H z2oW6B@91Z~TaKi!uv%-UVzcvRt%bckU(qnu%QZP-d&LkJZBG> z-XQAJWcXZ&XVaG`kW|b%R-%+#SfgTCYzh%W=d)`0kol2O={hxHdV` zx2Yr<`}}^Fmz7zOiZj;39VRClEZ??O~b)Zl?U*)qp)cY=JzO&~|vBDXW{#A0mtG<|# z@O!eZdag>p)1_aDyr_QbbAC#{vu#}5w8L}nG6%Av>>8TKY$fc~ck-I95(bo1qmpW1 z655yLgK}&Gas{)~6vgtp)Xo~jRiC{pM>8Gj@5caDalpfY;tspOgP-)x890Yn zS~w-mm8t3iiw^r&_k*QHCmu@iLcrs1-@c&L`BUj;vQTGmL6CnE5s5_q-SO?uYDd(65V;^`nti(U{4@dXU>+5$9!IDbrfqy6^JW?O$r7QOp1v zpP`tap^u_yxMe_wa9ti^b=s(qho>&Wozd%dQCGRY->>UrZ+^NKeo}6W{0sqsBWAoN z!;^qs`=UyD5Pkr?_JccArnkStzZQ&-ALe>M(GPm@KJLGO|j2g;%+x}lmrbi=<)+g~9VK8_v#rc2jf zv%bE58sL0$F|-GZ*LN&yVTZN3Z=`*TS4|&$&$-uUe9>pzxU{X^+6cSQfnKLlMCe`F zIXB9sLgFKf7mR7;k9-e)#lwqQg{jFa?5-9vVfTw`!a*N&1nNCE65LM`hsrtR4s;go z7iMb*bZ8pk<)=$5spcNPn zE9Wn>$;3G+2jqo83DavO-1#=!)j_hG71kEtSIplz%-#sq&{<>EC@{uM)GPSj+)TOE zk1k$4gL=HZbIZL|GiP1QPcicE49-n6lLjqy4Fkk7w$%Z zK?uP-AE&%sxatk1`+Es_`<9!{6v4L*d$>S1ElN)L=HlvqX~E4VEcBBF^e4D-sl*78 z&tJJ`YPQ8U-+3hw>(Hp5;?40i{(=vX9cwXi*Ub8Cj6Dev6LH(zwjiPHvyjdR z>Qt4?8ZR45%gB0vbj+R4Vok>0y}0cpzaEJB%v?h8N4l2hybabw{@o#1$v7fMwm|5hUp4(C-1v?JgSd6Gw zu;z<|-+X3Yq1(0_N;x0zV+J@zPL*C1=;mr^hGVO(7n4J$@9{(|mJcVxkmUl=5fJcb zq{W2Qk_YVp$&4YR3MjR7=2;N(eQiE%Mjqo)?%m;deNVI_zcFw>Pw^*-lmGVVNUbgDa6e9ySPl2M&0&8e@t>lbI@Mp#y<>y+hWE~-!*>x zP16!H+=4L+iO_3aJ!Je#YRBBvOZCniTPM2touT3#^^gV*6Kj151-jA*SNlc^LVcoo z&cE7vx(CD%V((p1&Wq#eagLG-bPd3P^VK*hNfu{9XHW5OOWyBZZ7)$vZXe(L?H4om zmp1R8HR*P?q^^qfhy$gnJY{5rQJ|MKzofUo&t`MGOwwM&+E#DlU}IZ9{LNgBQTmoV z2-}%0;&Nz`ILYqhZ5AKjVp(&ss|_=M8h7kKc(8R%9X5F9RLr>3k3Ql(kx)|PoXRO` z*Qs@CxIDXN4y1sP;}m|AwPSY)IT^sN|1^PVqH3lQ0X9o(L@S0bli>UPGsA&FYdhcF zvcDe-RlGh-XK)Rd3QX;T*GuKes*Q_o4>XH%dZ#94HE&8fk9{_5!tfy|;~jhaHzcLaEPQ0NJd+x5oF7mqF*w{xbxi za|k;>85o~+p*~-&tzJQUH%`Yy{FiB;NgpkCzS9*44}M@a`6m=y~qwEfg0c<_AWB~JzgJTZC4dPQQt!fq4Yy4KUKP&vTWwAXy8#| zr~v27XR6q7r_TpBV+*C0?=)7PkIi`SRBo)PzX2}ChTr<=xCv?v0-b}iHOB8)O_!$8 zMUU$_$xM&aAMDY@G=0{zQ^XsTq~@E23T?W&G}Jvg17#B1I1-M(w0mqy(=g`U53~11 ze0+9~@C5GnNY*GD609-y?0Y8t4}X?+qauC9S*MpTe;}Jen2k(GBFqWX4(Rv++`Y{* z%kU(A^$_082L97aW^ou3f5XSaS?`SvFzFPvJ0G)KPcVE>q)zuhKe(^*M=b0s)Vxx( zT)6!#ces27ubC=s;xH$P(O=6L71eXdKpVQRz7LgjGAi6!4VH z-%~W&VAY2>YV)T|@~Y&Qq8DB;+WYPAZd(j9@G}H{;CJ4cPSsqAj;`R(d;K8spQ%`7 z2Vb+5CSIsgTrtF!yie#3M!G5<+6IxWcZ|v|G!ZXQk5yAa3}lj+%83S;+SK|?DOqtm zdV||^wNzVEW#!O@fhp^nS(bxBc3BJu{(F%e$VX_tF;^It;jNkFr|klE#@7OyC?N0ZZ|J7K z^=}5^8R(3(DS6QZ#uP)WRnv23-nAWCZ@|d)U7A3&U|p@u7--t67Vn)NO(+q6P7Ofo zfrle7A;}AkstPNor1RHr3xS)UXOj`nCd5O**r-e1FF@|vVb@b5MQgQrU_L22#X~*n zLv|rU7Mr}!zLs!d$lwkrKfDvNL?2&iw-F7RX*2HR1H%M|^KD0j;sANq`0fLXG&mY) z_yPsAT$-Hif8%BG6~)GchhuU%WM!XM@zgwslk*`jv>R9xRYKi!AE(KCF7X13F#K)=KxSqW*MN zB?#6w4|sOECB!{t9T)G8Cwfr0|1r{tX8JS6TBwqR_+h2VVtH$UHnB z(Ll=czlS>*BqjfQh(rPD*uUp1*#l?$!_ylBQq~@x&n8k2BwFD4KQw0^u>I(VH9b9j zm}F9NvJZ@l?San^JjK|-+1so?^g;IK@%mtaH)*c5~}7X#G!!(*D0j2k{G`=9>L z2J36%XM-xJH+Nb0r-e2)HX@;Ob92qj&GwBpp1Sc;xPhLT7M`Tobl-PB&8Hz2tndg5-0uaIfr{$6`F{305G?Ky)2?%|>>Q9Q? z8B;Oa^Ah!GKgQ#nAKW=VNSQ*0R@S%_^wD1;J$;GP@PE6Uk0AOZr* z*1SYY`Ivr-plq0?fFE4Y``?}?2rd8HtOyAIZ$t@5CfbP)?BZ^iJ`18AG7DDVq=0a(R+crIRLVDho;v;be3w@wM zQ47}F8BH;Ln){;!q3bQX3!Mg^{TV8c5SzQ|XqOccj9ODnX>ET!=IF*)MVp1fXUFT} zE%8W1Ru?;a;}pJJVn-tpZbO_|?9VA53lzHPddu5+FpJ%pUPt=NF~WvS_)@M(i`=(H zzy9l`(E2TtuY#jx@n3@_uTttNb~pW7M1fAF@5VT47+;j=QC3KzJiM5Q2{Bpmk=`Ma zVt(U&MNiy#9YjR>x{cOyg=09qn$3w`j@ykngrS+4Dj(?yj^cjXrCM__lR#h}m(w8y zhF(MD%lKlMe+_bhS>!)neG!8u@#P2s@$JL7>8r!jp1cI(uFvX8eG|le#Tu8JESk-E z(Y@gC1EJgPs*P}Uhihtkgs|ICwN3M4e;F3nr%H)p-A}(Q{)m=wvd<6)A45op4Xg-{ z{n@WCQr*t|hB!EU@hG1Xj1Rx%C5hsNNT6PH6CxTaRL)GyTC?CsdMjWe0=;-pc!aD5 zvp6Egl4P#ul4FaaDI$KH^OXi+$CwUfh?pQ0Ec1?D*i=0aCaa6;cb_dp*u}ab-^hs% z^ctP@%R&oLI6jm))A||^KZPG$hF2#G$gs%Wg)W@rx~k_0@gj-^(Zr}3XJ2BYho*!- zt_^v*B9{^VYD7`NVX}KtUieHDmCTnP-IuHyH|r6Wgbr5dBJO=mym@m;T7d0c51&Z^)kp zd;#VhX#nY=k01dxyhw}@tWw6K(C4N*YD2A9HWvSOkkC5E*I?m(vTr88*JIQ#y7TG` zb4ig`xO$Sj`MSLL2fnQh&CvvOe4p6<$Q~X3H}WxA;K9vNnZ{}M)b7~|yps%3DWij? z>Ky{B)xVz0B4#rs`C%$Kh2nm|N77itiy!xQS;6KHEH9s4rHGt%l;Z0cj_rJ&Bnf(l z1m8R2i}vfweIKA~=z(DDl=2?PV=}Uc9s`^-6t?G_nM($~SoNnp{CJ06{rXlwh4=)8N8)*xPj6eX=D|Skz(9>2RD~`%vWw$N0I6sC z36cCqauo8X2N9|HNc4S7d`Eppe9UN~X{sXNbn@vXMijn1&(!fOawbQ?nuxx+^TiJy zs|hp0?-}tcl|ZM)k9f)VvZxp$2lpo)(5eb<#si18N9VLImRB>H!%GCuM2Hu~8skfqsZ41F z2dm-#(uaTtZs$LGVJf#0=M07#-?KfKy;4~JQ586=DK8IL^coNsPujY$(5#Mp-YM71 zhLEZizCn5yh@gZTpe%&&6YD|$X&O&)JtKeWfKno6aD<(s9OX?#y3j@xegONMk50>o zkC}1$ia7w~G51oJwin!LtTou!k5`~4rZ9=dQV>ysnClCs(4zq5Kc5hc)Bg!uV+AVD zk3aIliK5ZozLQuw>-{MozXCn&Y``})>igxfa-X=?vdW6idUxhEW8+db>N$zQ6Y&GQ zuD3-_aVaQYE~~=@&k0b3B42}6jS-9)z@*XZ7k$hKXaSSp`7A}+*9E@drPpoF%P5eo_fnvfjTKgpPOB6}7n;ehf@ zASyS*nfJ4?i8s&WybmjhxMf;TdgscNG?vfbl^ad8OqE6wBw3NSzMR_m|7}rZokl7P z?h!(Ts5E4V^8x>JiX520@ZR!u5p?9JB^(YP0_S7Vu~}X8=gtq?ezc)QKm>~{uW71} zteDSlEj#V2PE*CXO;b2HjKUr#ozNE9g;ZKTsiW^O0o12uZ<@$h-9z%lq~e zeeI8lU{jM#T0+NTLo{sTo~aqpA+9+_2qN9w3H(wTdz>bSjQprBK=malKycf(6Im~} zH(~eG^nH%VA$^VZ6wv9`k1%>z&Yda{x6JIu4v7rP1qopy9^ZI{l&QR`?O37bFWdE)uf6^kGB4CNVihVHI@v(u% zIto3wnfC&Lr6ULak0(EY`4s&gT)!7!2>}zb2G(|AhoMr#GYxXo4G&^H;8c9J`!~IjiKNI_TIHXj z%U6D3tJY!3gDOi1wn7i?gyF*5IHiCNA;>LDEIfxE(8g9_?=1t{zb8iD&#mPru=O>8 zTLiv{wtW_+xK=Bp&H%b!X9e5{(8%|fU>N#eXl}aj-ZqTuEuYDtuj-t6LbP{qCwPlX zO?>J$TY^ylWwr3Xm+@V-A9(0{uc$*|BZKp52Pj!g+Bg>lJ|3Bc$t(j4g_GN#a4v`t zg*g@(?$=I-rGZQH2h;Pxv590)y$*BFOy+^o#=`o&vp6PhJ4*Z$hniUf4{8gO*nZGY zq<@n7gIpLh^6wuedP=Zd2R9U&%D^)>0iGt9m{avK9l5?C3-R)HYd(;*{_)K}A9araUKNB*@yprN=`U+aKYJ7LP?nKZV49B_g^Q!*IhD{bQpe*%Oc=; zF6(Hn@fO*CV}Ka6y8hqK#n4M{htopXAPJ48Cy0ZCw1(??FY$> zck}|f8|c{LU&Bc9NnTzY+oayC?cgDNKC0?C1rvbqhmOZchQE}P%?B4zm~WA4ea~Q@ zk@fS|?ogN^m?m2#_lH=Wk1!?;6K@gs8wRw_Sf3UCk==_MCx=gyfccwE`QaO%3Hr2@ zJKZHZ&k46QNf-Dfy_4KsCv7`(Csz{(Gn9g+DwD!vJ4YwS zM-GQl$Keaz= zHWXUo2?|w~IxB}RZ)&|NQtBCrV(zj@8J;uYP)(t$G+({j;q5dsSJm&HwQM0r(cw6! zIKozYcyyT2zv%Mqi-1~BsSUI2w(t4Y!b`7%#L}pPOwf8J9mrdwP&zWN6;<%>gqGcQLvJ15+I)hd1cTqfDr!@fEr!T@$L>|LdZ; zyo!;@!UIdO<`K(66V$cna<#RPCueB!=B4w_@zcdRM*q{7xl~5+q&(LJ?-nIpa`6HE zS%00^@(maGrkp8pgC#yZ^He!UFQ;$bd8qW@pVm%S5nIRLwbnvYMos)A5{)Uh|DN+W zbGE7_-qT(jN;sk zZ=YqFUaw&<>i%z|SGQjkN2x^7{O>gQ&wO&D*4P$q<|9(jzN7{Rb+B2%en_;**fTZaq3) zGvN!C$IF{&`ZJ9}ui7ZQ+KUUu`O(%UTriB?Ve0}aXrDhk5uyq zssEj1R7mjzK8--%{N}{_|K6U6B@dsdVaENnQA^Lo%>UgWl1M$e6BM=bDa^hrtx0R5 zgt(qHX=Dv9%mhl*Qq1~fY5&h2Wd|#ApX?FrBZ_$&>R_1Y<6^4uzw3ls+^DR9c?X7; zQkx#Z`OS*ZXw@E_6fNvxZB;vEfCcs0)R(Sscu=S>ewogd!&M2)79MQme~lXobH|R# z2Kk6;?_^cAe@{R9^L39h-qd@g?(D1tHR;&Y8)Gc2@cZ{|d$)13 z+CxMwOrY+yCi?DWFbU($ORq^Jw*ABiz5msnWxR{|_J9d#qC>51u$ncOU^7&>N+qGw zGHAxrM~cy7$xCRo%u0 z9(u0-5E^y+b6$j&qb1_xDP%gyEZx#?86>L%QuMEzth@H?y>oG_Lm_mLc%D~wq=4mfZ~K+ta_Q+Uh>v7c~KHbr{(mLAeNJ; z3@tCAMNApR2&N{!z5MUD9`IXYgZmsj{CY_1Oa_*#sWNf~U(a&zY%bwUPihcMFH@pV z9A~9Ery?o4lPE2x4w#VVQHi_QAA2WIOpYnIPl>_R<+I3es8oMNLaEIUxX;u9I6GK_ zUQMxMQZ9G2WM=4b+V~}T2Ur?TXoe{jK{4e z{S*n)*cx(|d@pz7ruKmJf@M;SPMq8pDbk1Ei4E%!62FI^cyhWPXG)eD!Q28 zs=4=ShR~V^SuphY>C<&rY}zehVQO01dua4I-=Q(u%eA;8&Xv_8y5N4E)nH04H86@( z-EV44&LOQvW21XWXilI+$;r?_tEX16nUcfxFEBReN1 zCg44cHJ#`C^Ll!;ZxmDb=y7|!iRfoW+J;=Yc(?A4K9NQ2rAW$_RKL82g9C5z4gvw^ zG~*tDXIeY@aVskK|Ky7zTlYok4m>?96X=%X6jH2-C*ne~wYAmPF@7(gva)h+dMww< z(vtJL_GVEBKGHc}uRyYc!hMte<`iLg{_=?~-D{@|!!G2loNYL(JJ-VZS{hjp(i?ICRp-1SBSW*M>x*z$0lpK7O9 z=@QRnW4TIRFCh6_c*~#B?2x^IeuP1J|FWGyo8Zzn+0vUTRy~UEavlmLOk_I|1#g-QL3KjG#A{hvhnv6j(vY6R6PBxWH_i~zw2m%!e zb)$C)FP_SL#kuVqV0p*?!R|npDB^20-BX?nvF6+pk@(WNA!gQ)%-k*A^(`c`X1j+L zEvED_vqx*`>avOOnUdr2sYwrvQ3W5*)x?DqKjc^I5&ZG12V#(8e_^g+JErT6?{M4R zh37N=cf7BmL|JfAp8E6wFEjsp-Mg{|k!Xx=PM`Hqsm;(T_fYARlDB5)6OC#;xdZc9 z3$>oMC2J*T#;=wa{`QFzG4d@gFE`F}iB<$3FB{P%wDf|^NA}hrA`1%2NIgM}8GxaK ziw%544V{t@dVOZ2EZ=%CO$k34D*f}<^261FpW`~C-zztGW`C7DG11C{W4gIiPpuP@ zp8fK_K4ZW@4qrWqw4k7g)H@v}2L9Bk@;+d+);X8T*YYw)vC~gum1u&-UHgmV;wG)# z@xE%6EVoPSP5aWU@PBptbANSVX(>CQ;C>}#726XtGj=6x+I)w)2eJhm>A9}oeSMs+ zRK8;s0sOJCk~y>}y2c6^0_}LSVHqQ(cFY@N9^JjA1vo9F z(qiikuN@_~Bew=6Tu9zvFdI7aV`C4jt*y!+i`ZU2Lqa7hwI?!q@a)zI+KzOGQQHQ>}VO{eKp5*W%Xv zhm;0hpI_}uhcv@9%@-^K(=_hmsY+)Vi(o$Iq&D-t!ft*c@4&pd6%l3D0LP-7*XM6A z?UGJT0%G3X-QBaZmK}bUPoJ*#=iTG)cvyjCBB+Nm#l#&h{ft*@cXzrzbc8SU`mFC% zCE$y=-CRDK$$xM)z$EJO&NaEMX=K@0BSgWwxCfzIVClBk3f>K$-Ria0m#hp9Rn6)Z zy($u)=5Wn5$l1eV&YiKg<6!CHCh?u+Gsr;Y^Tous6oRe3^>uFSuWZz>wABx`d&qkh z+|AH61*_fBC6po9F_IQ1R++M%&6LXiH$3<&r>M>yS%GX2Y!vTzGLYy8J zf%D^9slj?{a=~!A=E{_wXGHepjcG1eTiidoMt(L@&-C0oZzUt;yPv2oozcvbDLE%0 zCX&B7m2mJWBE`sE7U$mmCMUVLx9(#0-cn%szb&K=xu;hK* zFw;HpLqhynw(6Idmlj9+ywP;}>|cwqXOR_&C>eX6l;PK8Y3i(kKQ81s<=*LN_;ShQ z`UOk5#P5l4f_YlSCC$)!FCONy6hwy`+-%#GKpOfjd?pNHW@W4GPx1-&6E(?jo?$qQ zN|<@{kmE9(fVs^IKZb$(F65{^CSQ%H!i z!g=NwGk6VbN*EuZZ$zn46eWGi&MwtSX@u}83SI3M01CfbA= zax`AHwU=M&6&*_Jk-4n-;2@k72LP$T_T7{zeM!j*R)KUdfUc57@@eek`35hEiqfk+ z#Rb?!j?DPXFg9Q5)G*GxxRdhle?L+ipDyhdzvu3|*_GigiF>Cn_vCX5$!{!Dkcznb ze6S{Ou^=qJ@=_9gIzr!Y=VMrvLIz*ZWryxd&Vt*hMJ+(`JpFjQAp_w(o7 z)JFX1LH2S4Z%UQFU(C%Bq9$PO&E{F-*|-QV?oq5$FtEwgEcnA9@2^nu)OIJ5-q8;g z^rAcdK8Pxc)z4oVudBN)pM{yW@1MAMj*)f$TfDgo(%qD}fzOR)g_S-_`fN6pC2vOb zFyQ==@SxkWt9+NLPdy$g{gt2gMDP-JSgJ>m_H__ZhV{_DT!LMjS!IXPhhnF4y})}J z3#cy@Yq>|iie}N>@o<<#`{>?2DCA*ajT@~EKh!BE1k2@Xn)KLAw&CtD)1~aZsBO^I z^tjoM8XQBdn2O}m*3g(LSMy*ChvmGzrR6O6SOj`T!fNbotmiq%ZKLQN&xmE!-V=EI3&l zqxzXn_p9HZVO#zCmP4gt43{I|4Sp$iiO0Mgp9*t9FpLjZ&cx$G%LY>D8vIl zjpgd5Qm@?dIMt`%1%@>o#%6kPxOILQPbP{d1~9Y3zh7yD1^0KW7i+gG4;LDCQzW0OTKn!y%3O_dM2wQAj>ud*$+G<~U&_rGH%ibViA3(V!6+QZ6+ChMZ)aUe9C_pr z=SMMSORv0I5zL0BCWWzCb}oMnVE@VzbAH&x)m7Xxux_}4rA-R&f3UbxYM*H8gOF#i z@z0gDq}!fc^jdiZ_#$d_h^X%=IC3lczqd|N@G0m8d_51{b8vR_Cz12dbw~5m-K9Kp zCX$li>i2h~j$TD3^-@<%w=|DL`#3g+eqGzyB=DppqYs}JQIN-FLH5E!XpJW;b6smW zI;1u68mf~ugsouH76H4l_o(X@-sG~rFWx%TYUmSDddeazy3AN>G?j- zOPbwT_au3I>0u|33!M{z+LAjn(^-;AzL~eL#$L=~e7Vx~vSN=~0Gtn)Q)3&t$m z%#%p|7(mLq;Me#7sFS2`gc)2t;=S5j9f~T9ujU+2bRIKrD{PG={1rP*bCm9sXDE>s zaS_&iy<`$c!%^)?E%BgR-$`y_hT+&bcwEAw6{`aj2T7T_rJv$8YK>NI?{8g`SoSO> z8*bpslMz>`a9K2n(|H0>qPmjr3`KI*91AYfV!B(wE*n(TUGj9#XC&MY$#xBWKJ`N5 zqmkOZ>dj@}CkK0@Ybqt#;6=bw_)}Rf{{KPkME&yvjdJ-X++advb=%;?#Yi6TH*k8Edqd%l}DOAC=t@=c>=$*|Y2v*@f` zU4=%RVk;jVXTA8AZsz0rBmQoG3>+?sx$9Ldm1>*@Y6HldjJR}k&(G2i1JQ10w2;nw z*Lh}3RH#PwTx+Kp2C}8LGzl(Ji)dY4O)Ya<{8jSl)2Al``Lj2^fBW`rcz76Fph=Wy zVS-CY{4(VSN)vXz>!h+)4f3(RdK^my8_;q=vAJ*@T*UVMW#~_Si_hx;L|Z2hk6-J% z(8;|r+vb7?IM6&(t3JPCZE^52p>*AcG{k)G?xEC2UHOi`2Ph88*1`?Rx9RZ%i5LdO zgDyrd0j4%Bqe`dSA$Et8DG516k~=HWd}pIM47k`56!LnaqS0K_4w8#Ng-mOwX(UhjP9B`>ntSh0Yu{ziWK|%*E0%p1A{DRfx{~3b7U(WmrYV&W zvrpu8Ln?bakcW2H9h}v`wS$p=#{2g}!+V9S!abwTFF{Mx+7yj>voVkjC##(~;14R` zDehE_=PoSuXjq-cFyY9z7EY!%GHE~td-QZ~u~g5xD25xzuVZvwWDTU4U%h@UA~85T z{9{T9>F_HhojD#Yjs?I-CM@Q9p1J2l(lhaxUOB)JiAIIHJCb4^<7w;el5%=r(==U( zlT&8%ikphpeVuDNI}o04!zFHC7>|RRDo}5nxE5>=S&|rLySz>2J-(3>PApCBV-)ie_;8Ymw z45u6L@LI3fBi4Mo_^9@pi4JYqa&YbTX4YzX)(f2)DrDnAx7?>*uh zPGC&tdv1=)2Zvt6f7i^`a=oB?FQ4?y^Dlpk{~kp?ZzPLW>0yo>1;zC|kxU&?bnLRi zZE9-P1d;upF$sgsPe(%Uo(BKQsPIa+cxk+)CDh9`X=!Y13=&%D5I8z~@5UPcFYYp6 z-=*=|4qLPKR0bhJ2?7SI=F~guEx9?5se9j2@@63 z5fc*w6Uy>URD3yp1xEqc&IX}pie4#)#GEGt8isvcK)>fB)38j3*psJE?;MV8_W=rR zX;I$R;okoS$dq{*K^$K$n&{nt_Ymx%9e605;|H#hAA3S?X;?-9J0%p5W=wgbPr1E7 zBvVqi$%PpjM3ew6bZDUzfbMgIb(_qhY(Rel*Tny{j5rNIBorEcbHvnY4FqeH)VrQ@ zw4*P)g0Rn7+xs)>lG<16a|u+mq~Cv_^YylRFP0P6K6QYSI=$4N6!U1y-q%;s6q`0P zu%Vi$<9uB;Me}|N4y~Cvl@^VZEzcci>7!MLkfk4orlumU^g)T5p)i3oplc@4f!|^% zTiBQ?T5=HDxxj~5GO@U_lH1si!(*`-*yqseZV1&Huq=cmPYzcs(hD0*^-7xAR0`-0 z|NR{BdAd7K$9Qg*r8~4)P;ID`p7B!9oq_?i9wLb+XuXs!dpaQ^D5GFU-%VPdIM`=o z*g0<`w+W_Cai~}8I9sl>#@iU8x9tz^o~xU{-7M~bic$1(NIwv3uXX@X!pFf2sZ_UXV<0ovjbm+o`+<&1y6MM~qg^fStX|eatb$8OF-s9oj!}WMT3^uJp$e;r^BrR-)U)OZ>ciEH`u*@6U*uEEZ8mS z<@?sFgLfOCW7JfvEiQTisIs!4v=iW|d_A-!WILMRxi{=dqOl|{7XN`R;RBsr&3gaq z9R26(xnuoFs$cg7hZ?UlQqeq8MlwMl>&i+X^|_Im=9_;-4V&|MQs<4>6!s|8yVQ{X z(m=~&;hY3cEdYc6k;gi!RZGm#Xx*s$mG&+U`^WAK=X$(5p3LAjBO%~L1GxenkSw!R zE8RPGgpvL2Zp>fHsC0JUx{yYnp24pUOxy!OLPlP^IIb zJ#E^dqo|u~W#pLG%?t|2lc~?OQoP>WZ8!6=+-uOggI2%5E$qqaNW()oAgrq2Q~%uq zj_mBP7*+KZk$a-&R6^K?Pcuq6lMMSC;9!QPjd&%@j3UA#YD$5z-QnH4w?D}zZ1-dt z+mk)-sv^bDXif1^m6nmIoh7kso}zLQZA zEFE%iaFCY9zFD;Y3WhWl{+!Nt|hb#);T3fo5`H*6W@4M47TEz zJX=i6I9i2m$&-+*Sbx0J7cmfFLt*F}#RKs_#V0T&01OjcXYzG5ZH*E!RyGB!?p>4m zLa3n!Us2LG@SJMUq|siP$L~r0Tfb3|;tbKwuO9F$sdQ?rRiMs}SWeZTvSc(*Fkb`O zcDLQFA{b9L6-jzetZN3D1pIc3tt@=y1Z4T4`4Qt@t)fc8dxA&60Dmw0AG$noEXaZq zel|QFq|57-nTF|^z%hiM>nGn<2}k9EIWWtPVvj}|E_SG`j1PbI_~uwA=Ae*D@!AX> z_EkCW*_(5bbi-V&iF&ICKMo}!4ZpqNY;cD)FMuu*DST;~LMnmIFoc=+pQ7`QEeN7-~%ZIn+WJWokl73Um%6{3JdycQIzOS(yDt z#*CjF9tLZB&oj*V8?3z!5ZC^{d3H?#bPNK|gEOekuyv40|F-d^pa8&VocUf+Z(Xsl zQ$yCk1dU1i8+)?U3|AwV>;R@o-eA*1{9mqiRFN4~r)ZV^Z22;e_W|IV89S20tZvTny2IPokV?5lk=As zr4pqBY$WDV7g_ZPMJA>(hl6WB7jvr`D2wcx>g`JKRYv%$^(xc8M``PblU*{&_i-Va zx{FaRIS%oYlf95s{&r)3V>HW*W8Zg^B&gCQl-Bl<@e-PovLQ{a{B2LP zPn`Vtz^W@Lhny0A&z{wv)O)m)bgS9J+e)mt_4G3~a38X-ZSgw)aCr*@p}*!(Ml8P0 z18~Ln-*~|;z$qr}Y;1Ks^ms#O3R{NY%`?icgqVq~vFvN_+E|*U5mJ}3W^`JlgTmg> zSdwuw#}j+C1o6=j!J2_k26uE+-^2dZaN;VBe%7}|{t+#Iou#0}QI_m6JYAEwLF4*{ z-)63U|Cu0n3yGrG!_7ZOWV5?GMsaruJmxi9M8{#6I;1YJ>`memn`E()YUjRnYw68h zc9DBVToDA+?GBC$uaCfan7%hmxaL2Nym-WO zfJq9i1wKAb)A4qy--Jg*L{$$WLwS4RbHU;N`FBuWHah&<)7YnLVRHNL+SK1$c5o;I z#RvgRQ9P@0sWvLOg(-QLj?U@pEsnY6snuvRF5iFyZgF*hmTXP7@J?ym=2`1D_ z9*I7`mvc?1v5)kiTb;G~L>}h!H9mL)6dAxRs8#U4*5V!k@5iubdkQ?FHNEonir_Gp z@rB9Hq{$t;8mFUJyF=yWRbI=px@lLAre9Uy_)Gd;36@*b^6HmRp~*n%e^7_s+VUU$ zhxom^NyvmcPN|<)>mWROmfPO-K+Yhmm>4LZ>reoRPv^|>Ei~XLx;nTWZSxh|2n2XV zTd9rvO;x7YNuCH!1uXD5O<`UzL42FD`?xa7bF9ox-q-F&ytNc-6f+FAziSedHJz8o zn|}{22i0QP2xD)jQbZG#K4jD&lfLjEX{-q;1~8p$;As}Xbg%O;f1UZ|0`-GI4Ia;} zmG6DrmT3me2Y?0_eD@?b7w7$Q0YoXDph4D`oI-jh5M7_)EL>PIRpaJnZsKNMC!VkS zY-t>D!rR3^KdQHi4wDC)R|hh_qqo9BnU8f9sSS2En8sL*GGc#TN~1ppFi!$z0QhgU zFUE&G`Jo=BEg;K&!IGK2c9pgk)LRM)3XoRAfG81sMsp=7Ho^hBTySTUrDarHr;wZ3 z_L{M|FrhBU6`b~4YxiH0PAn|&91BG{?RJ0VVofle2EiwO$ZCXTyaR!N#VZK5I~@ypTBCPu%P>Jm#SfVe=?)qYC|Bs#>` zfs={2RIaXqzq;DUc+oP6X~c6`yib%3*%4g_B&9Iq9RI}=kjfhbP>-t1Kd*A}BFj}G z$hA__jS7S=oiArQ1kDj5EL!(rA*u+M*bTV=rDjdt1jgZ6nQXbZzOz66eX6;sve@tz zkYi?<@?o}YqAZM??onM+Ue1}xn2g#GYZX*OD%6_n-flg{8P40=f1Pi~#j=aH0q}=B z$neMA=3SF2PyWn6+*-z`TcRbw>K}QrHhZB#*3{6a33Clgv6vIQ? zjigzzZ*Vu~fJFg~hXJgUA;MFc0hP&)`GvO(sBH*QPsv*{kP zWD?tNPLZMe=HsIocbP~ga>Ac9BswHGxP^-GuXN_Xb0x_kH&=S+xok%eX_q~PUlip^ z6uV+3Bk5q6BV5NAap73_z!B^>(^BO5(~@4I#{IqyM;n>O-#CZg6jL+Q>D1;gHXKCj zd5BIPKid>+XdBy}7ly6qdz0Y3Hf53E;=7YYn*8rw$E|A|&Q;E3-Yi(2_j6agc~sbp z;_#S6{%hB`()Rq<09NyhT1D-?&e3A$hL`&~Pf{S-o4em^;QHx^)5kNPGmZ^jp1KpfH{f=Nu4;R zhNTYq=?A#>?Da;4MT4aA>v<9(dqH+4k#rJY*I=k5hJeU|GpsomPJB=3dq{Egw=y2# z$DBN#1G!uU`&VEHv}%8M-cDCX|HgzdYsw#2yES>TVo1*>S;v`vprn^cT==hFd$O=6 zx>?qlAk9Jo9N$Z5q4i%2O~Af)wDYowEz-J0ot%iy75Qng9>30!P(=Ou|38UIK0R>U)X#l}4dAywMgXV!vL? z^TCOtx28*N0Ob@6oLb9b!)b)cBRn#ah>ARnmOooN*$l1cg|N>ta0%rbDLu8QdLT@g zDaw*p10+R|2|jc06@(laUUboxL_%8PW6?aB8}T>9s>gg3l5SzvUR48K*_Y=8)Q1Uw zp>+Iz*(cjhyW7pWQ?UxGd_1j%72{1GmBf@jY~0E`-NN_Ew(JQSQ)QFVrTNBP-GE&L z*RkeCdQvWF#X66|yr%KTsheU&Qs?eOn#rv3B(8-NYo!-nX@IV}eG!c|$&xYTKWn_e z9@VPh#L`kvg-0xBh>L!2;N3d`GlJqlFJtRZah=KbZR)dTgArnchzsJ>7SQGjh}uYP zUgdUvrkuV}mlJTjBwq*HEA~DF`RFk9tt$_MYNTlnb7_F9%addnoLF+Z)hFnIW1(9) z+Q8L}Iw<8-X4K`ag5Pwv#-eeuAGOLb6 zNU^E-0ec9`ieyg7qg0;i)sAUJ>oxkC}GUIaZ$h;A=+1gQx?l z0!!hs4Zitf{se&ZYu6m}y*MF;li-@U@wl9|3g~f?Gmu6kk+RHNa@OZkA0M0tBm;RiA3|BS*k$B?4R;=}N*xAk?Y1wW#0$L{tG zm%19JU8{V$8QM}$H^Xr9)N@5{PI(+ZFcICLjqV&Uzy6*AJ0j>*o6;$O`DIv>8*Y3| zz=$=LKm%lMSy5q+U)a+a=Jbh*jQdW&U{d8D7IRw};S4%WXFR_2eQZ$B$#87@tH8e~ zF+@o6?6y>DtYVfzalNU1x@DmQLW{+Ai6~#~PPU}>htXac&eG*I_;ItNrFC2>p+Oxq z2nqGQjon<%~3rs+Q zL~@!BaZTYBR}X;NNSi*<7%~?U%S+!AgVExwTz#So@m}S#xBeVA=(9_=46@vJ5A!}g zBvNcM409%wY7G(6H_tm4I#aJbEQ52e#=Jqs;+GAC5pVZHw+22B^*gg$UBN|BILka^ zxK@}nB1nfG&X$T}k511N(7ay5V%pQ`{_jIslvfEC^X2k$eiM*maJpENld9jibbiNw zv~UOKEBsFMTGES3ym)J`TWA@#NvgeFg0{89vxz_Bf(jio93j#40EJLB(Tq^v6p{fV zN13RwJyM{XEPv6!2XU9jk}n7qa4=dX(G$&w&Lt&WazFm9Lh>-;>BfIcq^8^}-te3h zP_hpRcJgIFUQFSW^@6JrZ_Yx&_IRcEnkGt!Z-MW5&)$$r5Oba)*0ecKmvhAB&p+?- zxA%!HK7F89vl6Kr z0fzqUoA1ACN&4;#UNPP;z8a8u@OORMXWo5_O84@(!$L>Jki-jm>Dgt$--b1+ad?Rx zyHu7Ua}J?qXdqG;Z-K{1{z;=2byh&FXlOBezrEBZ{$*gf#ee;Oy%$cgc6r#?XZIVg zWb7)2Ur;<@pO&!xlO(sx7GLwN^Cy@n2IUQwKDT&38~qvSX{i&-w&SV0If@+U8O#3_ zrTNy_KKAf&^GH&jFaAxV2UN703<@vOBsHzz>ej`onCxF!NLcctKIX-GM{*W)>{2iw z4+val$WCWAq4Z;E0*XG`BCtFNr;qm=f-EpSs~;-gu|Y*_;OGgUXgy%wC3sqsbh_|! zmKj>Sh>JPk&!q;wiecNbA?F1{5=U+r1mzEq$J5lAdvl0btwW!`gY0lNc6tL-_;l~^ z@5r8ma1Jiwq6k=`6^oC>^%fRl$a1_{q$QF2Jg_eEHfZiao?f(MG!B5`Go@s*Rk1B^PD+u@Qju)Bb9dw_cWY;RRAYA^Av2`r00}anq3g;a>_3VENFgi( zQNBDa)N@_DQ4`!C@FpPs@m=k4=`Dh=jTX}yMe1w-K|Bm!Zmyt0FR$M> zQ2Hp1oMowxKz8JH0$vF(Q^{FC^4IjsT84RPkHp3N9=2TReu#sEegTtCu>?h?zAHfY z-&xjc8qXE>sKObHc^V34E^r$ZFrFv4gtuA8Bn#Xw*u(4e-$yZ!U zA5)+Cpa~sqyneK|x3clvSVq&1b#BA_;TJQ=fBI$^MBAzlY*XhsX-{%6xwiB!x)d3Z z*ip-OT<3QE(CMfvhLcM?Kn0Q%?Ym(w;n-OKluP>+DWSPN$}_fmP$ZV(G^K$2l){jK zNMxZw72zoO9!~_K!v?t5;nBscAZuL?U>BQ)Mg6ld66`PdxA~B@(pmr|YKU09? zUr@rr^|>oKqx8$7L_I8Y_lI0k4PxDwlZxTgoNWwG#wt(gzCd-JrI9y~#>Xike?_nd z5*5vDdaMkQMdDGe1AoUvyfmLgd<-Sek4CG`6RkJ9 zqd+-MqyFg(5-jrTWhiClZ)51E{&QF*x+x~7LOF+p*QRB9D04`SM1Tn+bg z8iTo#W!fEfwGz4pG=Dx+=|;WNe4dd$1m48fO4`f>rFo4UclXHjS_&WG(m0Q#57qC_ z9%&%ke&uw*;RHub8!KG=b9;(Fs)#qg-^f7P{MAud<*BJww)Ko9nD6W*sFC9*j`0ts zfkeKSk@hu+k#JALxqJDZ%h}S#H~8J#oVEAW-S>jUGs`Sp9J)kA z$)z)$vPh2OZnjkr5IYeTX_lkBf+Q|ayA9Vm6fD#2>thGR8`wJ@K zL#~TuGlhYJY%8LQyxQ6_QweiGxoH8VL0fV+E-kvcwwLNoAjHYi@DyT;av7o*2G z`A|)Fg67BRv!LoFK$K!sAW)2GIX0eILlW+2J}gtuBP1dhJ8|A$$U+1>O=^@(nlmG+ zN%3+d1{cx}7k=hY*p=v&4XG`TLrcFpCXfsuV zb>-qfPqvrC_XL>UfW=xx2;6*+`FR)+Zn!D(5&yikh4@aoi;>w+ZG&|*k;MrqK3tle z_#75TyB3HVja}}Ok1Xyv@Kzc&ZSM98yHldvTG+a?2j{66*Goeu^Bp@pYp=Iye2>`blTjure$Y zRD@#U!j1hvb7KJtY3!e#?$zuynC}U@jf9T#ph7Y_|62)ssDxYcBd@@WC#&xRE0Fu@ zw@t$7R2}36tOLV};clzVkTm{KY2~o(NI0?*lPSj{a;~!7{h4+UDSH~NL-ig^4cyxW z>%eKWz{WfSKVZRgA6oZLD687m6ckp`aXI=N7HA&*MfV~Pkfbcw-_Qk%w$zeO>tAKLm)-h@GKU=_6h|&7e794F7R`mzri8R~Ts*LSj|D4+^PwVT=3IH7 zM&KN?^^nW7#P08SP=DVp$1`4|TT{m6*}D8YxVO34iKNh!8?$Vc<*_=!@w9+O*aD;`wuYu$_$7dga(^t9`q4%PNI6D8#G zabh+gEGRi@(SU%2`wNiZH{bAD>{1j(|9RK?22DnSiiDFPqD9fbXR5DW@KvVLhaT{>XviTb+9*+4Nvi^$uP+cqShjIi?`{!Rhq3yS~PxZ*2ER=>W_}s zh=3NvUZOd2SPFkAjPU2P3)KOAA!R+QVBmqB$fWtVZ&<4o`9`LEy1jndR%z{WAs6iZ z_72F)SneNzp})eW{?Zzx;cX4F6emLwrMG1iKgVkmpY`m2$(K1LVhc55s}cjK_6*Fg zS#4$?A_L>ZHJAEj*Ob!!QVD) zjEPHa2CPb0#OyUpupj%ZHpdZx80o#Ls|Jd&r@*%Z&CB`$(g(epa3oJ%Nl*k`N${Ww z5Cv7akL^}_)_HEwrb(Js8}a&N>lXX!LUY+}OL~_uVl&?rq<#Yy%>*Fn)h1I#*Y@C}igMmrD$E;Bciqb7L{kP}*Bpmu23XZ6m6 z+NZ&6*Uny_27m(YdjX7Vw}+7!9rKb1z$-{p0m`n))ZSIT&-#eBBNild4NpqLmrFHF z;~-!k?)JL%$^rT)El&B>#Q+d2Lwu4*)?~R$ z_TxNpaf47%Pl`hi*U&dOx0ij}ww+AlOaYv--h$uHfK;Cw;DBi_>A)=+zVe$YL1;K< zc81j~k|c3u08OBju{?0<o*LoP_@lhMecJCKDN1+|-AIS<0Rvq?n{ z(|yGLOT?vU+#zWXld>{(ZWUu z(SzwmdYwUy8OAdU50?cth1RT<&lnaEW}eL++CAtwKB;7pYBJ>_tp#!%#T+g76&D~? zgp_PPXRlM-OS-00Q(a$#h3kW7xAHRE91<(eT|gB^jC*WjaS*&PX@aLui^fo@*c6SK z)^j_U&YWMt@m^Bpnd3ZLm)yc%h7-$;5$S(~dwgJqNwe;tMjxxUyI;6z0d9% zHC|}S!yS657c&iL=8XK4=AY~B-;kb-W-#CRagWnu9`r)L@2faD;@BD~>G<4WSA1f$ zYR`g8C4Wq0iadV}+)KoprJaL2PhN^!?Vde?n|C-}^Ry(nw*s?j6Mgyx_Ec~YDSq$@y{~jv>@h>&z4u+dpF$;PQ&1*F^@WOE#y;ygy!MlCs5Y}>PM(g;A= zFtSuzZX&L&W#%4)@VXcTX+bf_i6bClP}^#&xBrX4`!py!tpx+Pgv)JiPk>yLlTSq; zrJJ^iUPf$tBIZ*2!}C=Q!~gVS8+sA-6VwZFg#^E|-q*d>fT?JB;1Lz8x20M0R`ak5 z*d;zf6xU_TR0?xikA-(Ra)_oClpUZ(NcGI@|3Vm4RIfB5u3B@70j24s#F~fAy7&pX z{eK4dAQNk-cK7Gu0|K>=NpX8jEswkY?^g#e0VGg(jMAqw5~V-qi|@X}L!C-H9f>ia z#+V&{djK^PB-rP|1%S4^)qp4hyZtCkC{aX-sgan`{g^r0%Zwj!`d_If>HMDV;3E8@ zdc~ijY;7lDQ3bo#+TLx%uAJ6_nQ+i|ptwJKHeK2#hf+x4O+wTe!*ijC*j7sN+hh7} z!B;JALzS3`qE3)gNvc(>sWO7Nm)kW-@Ro zoQ9HQ_}#bRORwd>*qLR^k$g&k2zr!KjC@xE#9}5^h!(R;uPlVQrQjX}Kw1=Mju3;# zUv$_qLA3ihqfZ0I;zubf2>{o1NdC{*wnnbqdIZiFzUC!gCC$GttwuBmysr zO+R!Vl>e!uBS|eJbIp#rvvfviE2h7>S^LQ1ERsfM#|$v;YqCjtOPIZ{^e=3dvRxNB8+Os4q|-v6{B;Jg(hOxwXQ-&^5BcRyaD3l zCIJzb%aArwUTwVW)+1;}3NM5*wQ)0No~w6T%l-K)`qu@28pt zs=G;o(B;UH{Q3{-o3a%WJ7@Brne7K3#cZ*{P)rA)perMYEAECXDc|6rqojO6b&qgP zue8x(s)67KKyZEpguoq=%Z6MeaL>@faYwIl2KYlnp|GI<;3|Z9e4hB-;-h{j_&LQ> zk%-T}EIxU;{B8!aYYWg{t5^;cRU3uXxA@pZ-XnSx(9G;e?z^tqBDUfuBN3^mnA-^$ zT8i?x1_x>(i^m>^aQS12SMs%Yf)it|2cV@<&{{4%tmX z`l|s1+VH;@ss(`ebLg@MCH_?z)#3ym_|Ar|xY7zrlRu%GUrm7NJ;DDnWS!bL6YC8w z>Mam^#MyWQ2u1k8{xSGK>2IKM=gC;#SnR||a2km{CsLo#zPRMP24MhIq3U8edk*OC zUAq61G@DV%f2RMgXybItu&9%93LF&@wT@d78?QFh-M))j1cr#Eg%|(e>B| zdG2*Eg&yIR#3#T>TD~1G(3pqPl~e*$qX!q`Ap$}cQqfkFTvPCIP0O18=1?O-rUw^+ z(Ly4JB6!aE|0zV%RFO*}RYt$V))^bW-AiskMIOrC;yM7z2ELp^bqdKEbg{L)qKl6~ zzJhD>1yrAH_7Wqb_uwh2e+*L zqLCf}a`Z_86LI)}I*4_JUrk&6K8`bJJWk3drP>5=eS@ykXdgk#$~n_0|J6sM&{W-Xv?zs zH+}IL3HncEde6rJcY;csXLsUGqu6Of0uSeguQ+ccwcrEBv{Ybvc9x;kpM3+OJ`X|Y zv{oqC$=AR-*w85!n#F`lgYG&ZQZXd6Z@1(#rs7gzd`1Ol*_8g5n5z+`ENHhOJLmk@ zt*4pWRA(wjCDbcCcY0D0^jA7)l74^Wm(RZbUO^^sWy2(-D0Y6NoyJ#O%1KQ`YOu7c z(HL%Q3X^^fA5Ak}dJ8&Py!58SjRx2sQdOQpVdaFx1b8yxaYrL6<@Rp#Lcw@y4-_Ju zK!vkzu6VKEa~za19Pu%v7wA3%dRl+D0f;VATOky*h2dp6`1!%2$IC zN>Ri^-s_SpN7xkI2T;R|$;1+4xgDNmN)6WWYYyS2QR5#VNGv4I0gIj&7$yZm`&MoK zCJiV3a{EhS2>ROg5=cQumB%>(tI`Am4S`Rgb_Y!3<#F%-(}SRVi%pa`UjnbSLDN~> z_g6FHJNvq{Tb;l{cE3$>lG*;JQxH^5Ykt;r48s_29vrNF#W_Y`mcdzR)t4#(@gnH2 zU|WM}1b?6AyhmreP+gw<@FP{g7};b+0cR{A zy;Xmef*|0k9V0`j$v+Dz{Z**(M2I;sQB3q1>-(d6&}O^xMkCp<6dKWU&=QukXkd8( zR_VFsj*{{)r?-})+bFWH(aF{37@|<6sN)?w20bghEK|Y3b>#}3g-CugEoqZ-<;|30 z*d=|%hNKKN<=0+eufIntwFP}ND#-RiPH+_@chEcmG72sSiT{HIwO~1bqUn#W`rVG^=xG zPoUc5fCI5i0ocWq+K>nOIozz|xc?C_52Q_v=oGP*R9E)J`F-;T|3+^05AG~&DFgf8 zRuUORt`2dDo*0yEJ&RJz1pC3_&4<8q4=}T_s_hGG@%F;cXSV~sNc@P(^NqfDT!XvY zcx7ApA1&N=f1QHays37~{^kcbS`{kH+;<6B-Rc7En&Pt-gd9d)$_Z^<@PPt*Wf z5`B5~$E{bbIem{ovi#>)uUEqJ(_KS|B7~pStp%XCL=sKFn2#Wkr<-BKfrP?b7pjdG zCe%~4D5P)Eym24xpc}2!@acBH;v*{g+y|G^dXl2ys^uf671{mc;hM>z%H_lE70Hn~ z1JQReBf9JN8r4G_211ptu->*W5K>WdB3{4a_L$~s%ausi@091b(3!)hzc8O*U#Y&D zYZxjOqCr}0$fafy@!#hAIpQSeh#r9UXMXZ_FQhlBqR0bzgb=``quSm3gm7cYuJ@Pz-s`+4|Q0yb8-1Ww0~! z`f(iBT&0)#+vcf*tCzje_OlbHw8_4{=%twNR+&CZor3CAy9-{!UH5*Sitpi#9`jk* z)D%7Y&2E10pzmonIBkW#wdIz~$LR)IDK7bYeuI4axtGcZ=W1e8^^+3stqs60+F62) z>cYi^09oBsJ)`0nqhjzK9B#i5WI^fC-F-5(&f3gccVkvT;qD_$e3s$ zeWB3peLMSd_1x-|i4WQ}Wgl^s@K}#bNr(-9RFxrQ(rKsK8m7)yq>_gF)5-NXz8{;c zQ{#NVaVB+?lqGRlI$b5nKBx7XYCr2gQ_6YdBu;Zpam|>Bsh;v$3qT z?>mR`tyQ?%3soKJ#`|KKJ%Lb9wp6|G5(XBRW?HcEdC|=*MF5^RwjvZ3p{{Fgs&`aW zTqssjKNDl~ITfAKUw4os&=aZNH$9d&IED$6$5z(~_C!G-S%p!^gcI+g#`%ZF<;N}T zWu21Y*CjznEot?Y6^FK2J;(n#H>oeX(LP7%3kQ9&*7|S(ZNhHoI#E@t|H1Evxes_aO*4%VA z*!J;oOIgUExcA|l`hiwwwOFS>&xlcC*l}T_Ja(k+z@RG>=v#6^iM4Ntlt9Zz?Tj}6 zyknM@P$0cB&PFql`K>r8(XoYuI-pYsm_2vw7S!MB9Ug;b%ly77Z zwYA*ytaM`R%hVegH(r9;*;n!MmPoPP?+fVDJtdj(n{+P2(iZwpN4#x3bPkxnm=ke* z=D_aQ$sh@sLOe}&F@}UH_3;~Ry$AVRT%9;luVez2BL53`5k7g5LO1a&V{76ujTM~Obw&CjIagOahFs}El+ z#o!KEjumo884Ok!BEXc9oj{UZskd}14qwJB-k;*2ZEW4Fue1I=DQ*T#9qK7wT=}cN za4>@8^A0<0%RG&V$Nz?)LV9lxNn^>rKl#MsCp0l0A zd%)~i_#R^kdbHG@5w3o5t4FaTR%_o?KEt*HRFf=@}amGy-C7c+q+@A`+IL;Kb(UM=4GpXv7JH+)t9Z2 zgMmf=zKOSj%qUd)RsQ$T8iZntanct@=K~*}6Dyv1#OLyZIloeBaGDdn1XPK!uA! ztxiMDOKS~nKF>srry{{qFevMJLNsNITO+mkTDDIeFc4Cpo|^IXQb*qR~4)6N~Qj5R}HH$ujAmQF%Y+H%O#p}oLaYx1a zNdHjwu=vg73zrHqw_Ni=2AQR0`?SXj``rgh1Qwo1s=K0wJItl?E6+6DUDjj4|QdL~s7z7iCx+ZrItw-xW za1!=kD)wu~V`1=14p=3iCs0ci!KI~L+T;M5q7<5p*#5|4<7g`xbBfb-t!71%X5rC~ z$2nDN!K`@)%c28J!{yqp`Kg!TnZ_8PrY`!0e(Lg{64A9r;XhsTTN97s;R$VfcCj# z{E|L6el0P>J$dRNsFlJB<6SD-g(56(nvyNOKRqhw>6Z-qhAjSMbq22Fh9ckE#-^r{O$e%om33($dg%A56vm4ZNedHwSYcZ?;-)lt4l50yBXV{V*& z9Um>^aY2s?qChe;q0Z|+O$7%KpWd3A8|T)Y1#sSm>{_LinU3s@ zvg$USH5lYISvz?z+%{pKrU#THSq!)tr20KD8R$pfA3yS)g&2lX<_ib7eac05Ttar? zyv4m=9i{`P2s=INjELO+LrG2j^RCzzq(V10Vb-TVxg^PQ?I+!nNnK{@gjr#y2nn15 z;w~Yes=MS=kNhbVBe!W{06`mWHz0pp28lW-i6eA`usWSv2;vrNTHv&@$jbBui6V?| zEK29*Rl!m8*ZF9-V`q;+KK~(OFVSaSVr^lrhO8|{617d1lPEPYa5TX!D#VtoUvnQ> zJ*&e99PMIwmmnvdNfnJwXI(cIhI67J9rhp4T=Ffd=o_q}!4(n*J4>I>N(X7OF;Gp& z$;pGkZDV1^ru7kF31X1ecWov2@!5cc*Rews(Yy>)zi@9se?`@SW@3; zD4oqJ=H^*))fb;q$LznXpiExSPJ%i11#3XE+gzA!uLeFgj;73}LPy(cOjC-M9OZl9 zY1MmMP2>d2^}(N9-EdGF`k#Etm}0K$KASta>wR3du-6+Lste9`$S83VT^HU+3&(&F zgsY67;(Ccb4%_W9qy=OegxLuuKFa=($61~CzqfMsi@Y|LG!s&;ftZ@r&j6S5W%DvP z_B2#b=}Vd#3Zod3L((n6>^{tmf*t&;rPQ%99FE)Jyqv;s&}9)Sgc11JPIHf=uuXoT z0CDm^Ex_e(oU7|fdHDU^0!QG=mdN#R7*kHN!9InFt*v;wH5X&HNsf((=>x zRsW_U3TsDQ?&V%v^Ay&&N*D)jY3)IiELcJ~MAMS7YUeElY_z%EU?*Gyz(?F>=;OEp zZGh?M^Vv@!ocQ_afFLBGPU;mp??q}f*iRv(kqT@g(wfrVN7VAU{gG2zHRG;WBEiIa zgM7Jon^hFBKQm}uBy3xZB!Y*Z2g+{CB!hE;1%nGvO^eTXSqqZ)OBQp zQtqYaSqJCo&*S4x>QAVUY zCJ_=Gx7|+t%*mGea%z6RAV>Mx?oo|#{qe-_ZZGg9o8NAyIzGE3o!|F?7uVN*_wnT6 zt;U5v0cTNZ?nphBRK50M=XSnPuOo-$Pl4)+InE-GWK6 zNd1YXW%xVP>5E_l6B0rWFy!4Nm01u(Myr{dRuvcKDZNz8@Qb4nNP?;2WN@Qi66vEl zfnvX!g}jIyl9|kKn<6F&x^iCSdiT1Ocoo>15EDvtmLvI=niv8~r!j(6fdDL@;@wyL zk-pZWlz_D!`k>ukVK8$YXX+Rk>Iji6>m4NZ2w_P_z!vAq^OlNWz2{9~BjN<{f(GAd zd_k~Wh8x6rrbOP2P@gXX#%(aS>MckjPNC9FnB~!bY~hRauE~6udd}8e2|I&h)tUya z*P2)RkS7;^5NeBCYT!-7c#4`mD~?rmJ&*D=U3X+2wh6if_I=RCiq5o`gXN+|#C>XJ z-;vHhQ5Ga6-XLxt79n=bj4Fe^6_C3z<407;X`jM6pWfIaZ#pTxdE(iYsa`w!;jddt zORvLR!K1ca!$0Q+InZuOj;FI=LjZ^vu zcv};$f5RpRd82g=^!G8#a6pdl6H2pCfq3TqXhB1mitnsQUYw zWt|XJA6ooCPp{~xXb?w7$GXY;7>e$hn{onE^M|ua0l|3p&zaff=y*`%JNTG*v1&ES z;Ya-#7}RFrNn349!rx#?6FAp*0!)Vj$`zw^I)#z{VNjHAN}U4Zg>wd97+_2S*LxE5CU;FXMc13vinN54gTA8!5uTyp)NGnN zd?1;hK#vB`UMxx7hvYSLg7PG+Ogr2BJLKEJ!a;;U`MGegXig8@7oX@WegfKMI4$@6 z)VS{EZ;NMef*t9-1x`y3LTz(>zVl!{*oD>2zZRBqHAJ$0*%?%voSV3_`sz?Wa6oxn z%=>t2T-Bc}`@Y0pUwdoPW7$U7DH>6DBxP{K9m3|iB#(=-eVY$X@Hp--XCs;F8HNYO z21$u;jv>`Volr-z8e#dASsO3=dORR^Gr0n)0$>IvWuodKOjdJ+h4yLY@qq&bEM@3zYw*<)G6lpe)<2HRC z$I&iMD^i`^?rYk^YMt-l2k+96>Ap7S?goI}FTDr=<{o2>f_&%@f5dpseHs=qt`?d) z#9IO_*awPCF+kMMXRBpWF=&lHs-`MxQ)Ng>H``cox;l;65?*SoX~W zI^$Lo@5oX)u3}`#719WplFyjIg(cTf-q$fPRH@#0M`zYLG{EGcqte~Zg>$RB?zgUh zs}e*AXDL?|XlhZXdke`dg>TZOUbW&{x_vo*BijneOy)!Lb1+NJgHCnNhlJ+k=k_+v z#LJ#UMc-=}e-P5MLBjC7dJ7Wn-Da7|1I)2Y67E;JYXeXBR|);ZGVRlKf?q}>c?z0f zPklqK0pUnYNGPu3r+MRi-@2I)>-hQBz0H&0`$x5+yVif5$WMK>Zp;(UPCR1r?cwgj#&!pCpF`mgnS-rkJiRj(vsRrdal+oNUW_zcRY`SkOOM=BE=Bx zSfg14{Vrr7yfAK4YadvT>X*bZ*k|Xih@4F(ZVK1bl@4;PS$h2*iHf9%Aoqq1qj>WX zBuPXp=nlxYz0;{4;$gK1>vN( zQn5HrEx`C_aMCET;yvU%j4g+-n|_m5xKnfYXk^G2=dt~_@~$I@aob`)IPZedqu5GY zNWpxgzXCQnyQ~h- zk5oG0nb7QQzOf_@GQ;rtjz&jFkRZjhJnMan*itc~DbH#*mh7E+uAq%}Rc zZkE9{Ix23Ry7%MtMY)_{ZpAEg#A8)az2&HvS5{o&AXjSNvCbdLR1Z-R^7?f{J z)6p1i{qL1~N?GW|uoLr<#SQ4gl4p#cGuY?tbdfMIt`g9j3xg9OVu-%kQm}`@TKoj> z&PkGIztO&|%0cKGV1CK;#x_?YCw?kQ+*W%dYVMJP!R>u~y;6P_#rO;iPqA1MYx|Mm zyBwXab_hj%-+|@R!@1m{Z@PqWndUHtnO09}7V$tyCBUvSWx*Lq%e z9jOU?N^b?0Pt9FDB(NOCneLEQCLfzYr?KSfWn*)l2dU=E0YEujb(r*-QU^ss&*IkE z2)70>s?mM{)246NuPw=EMC_p@iqyNKq5n3>pI-a$-*J7s=~sW?~ScoV?pyHYZ^5okjW z%U0N%*h|FOCZr*_dkOWdKDUv-fEb^!sC+3L-2Fpp{Ivc#0C%H*Vh(1We0oGX*kQ8$ z4I;soIRmk8aKxlyD>c#WOOHbYiDRzx&)HUtN<2;6)HlL4)!yIUK2% zXF_;`D+f=c+%zrX-7w=<4YFI)V5LVqAg; zlrmN2?;7HtP7p66e&DbAE|RWQYs-O+ebbVlNH6YZ4qo{;?D2!vsvT@1~r=eHAH~&N7GbiN;?i|AE zG1doZq8s@>WpDy<$ZT#Y+o?1jc|c~?ZN7B!jHF=-?ZJ;wCx-_r;P4wYJO%(ZGr-XU za`$)$XH|8dEcmT0Qdof^!{DNI{wj3Fi#L;sMpj;%M%vr@J^Wg7?HNze)o7c4`PB#y z>{&HCkHJ#Dvq9Fuq^t66R*8Rkc=F~S9Ot; zA=t-I*kYFEe*2~5$71;G`2rII7q!i$nl30Li1AdyjcN{j(5~xY1q_Q zolp&02%-Lh&00Kus~st3>$H*vJBys&cL>4fA#z6%yota-RA6-rsz}m{xv8KD!D%>R zAReYPQ}mwN;G(hsx11ufYc=$vU|S~J1o<0C9X|l}Ra^}F-G4AI*lQ~|Vf*c95dn%qDM-rF@ zu;URtZ8ON#Ly_TjNFu!6I3f~Vo8kp}orOJ(h;^<4Ud}AY-CAe*s zU-_k@W1?y#p8eAz%U{u&`%{@7zm>&s3!=1xS($D7kuwC@ct92GTd9 zxtaRHV@dF*?B7FU2hz=!=r3~g5K&v~4x#HzNIpW8pP^G`q>~PUJ5=~7WCTAIT}T7# z?w?rCvpQE|#}U&L40~q$s6j^>QAGaVk9NIfcK7gUpGN*hUfbxTJ+`Tc#Sls9k#58A z!!$Ys?=YVSeoNwLe7xsqm5NFBeM;v%t&MkdI@a#@BQN`j1REr~M}0%GCEx!dowNbA zLt2m3<;J!cZNP5m4!n9_>A+uaI(Njx?}s@d>~16qMU^6rW72$=c^XDm+y#ir67zWg z9EtIt<%<4O>Zd0izv7HC#7%%pOPsxx2%U#CYZy>cD(igy zil0JVzG4g{sD$N06m{cR+Z8yUOK0OmU{B265)d%=GQUN`2U)pP1gwV@7gKd{42dy5 zv`!owt?I4h?NrhwkOOHJ{*&oV5*uhlp_;O-{+CivwGrOVvGLa76hC$dr1G&~u6t$?rNyKn;;JlW*W7H%flm6(c4MndyG)Db$% z_@BumL=DFgc^nq}x)-$Eg01nb*+*8Hj(3aKj10e1ZjF)BSralrf?4Yd*Nf4uvx9?3 z`#$wXfBjs+myT)+DDC;*(-fht@=xJQVf?UnMo8*IN>9N(1V}5TG-m|Zpj(nHVC({y z`DO_(uJ`pjWk<)HjbLc(2z|pdvEcR0t-Ai#F|X|4vZ>!dx;=E6eu;eR)z)|;IXq<6<}uo14v;1_{Z^9YpUde<2O1cumwAb_2Az4mfbJg z2^e|CAnagTsEaDbY!oBl&f80Iq9eF1I`G;vh|3sB{&9UEJK1{kY4hbq&5zCZfI`By zUtl;4^O=`C4%Rw0HpVBR>L*)@L;R7)g{UH11y)oj)rGw?pu6P8aSM;z{wu8Q<7>~n zLY+!_1}tdHYutR3B6Y7jAgO50#X@;n9#w>N_@C3e4O*B>7^O6Lp! zRfuHYe#|nLHLzA%kLuY1;y|vh)4dc6`kU*Np4-c*fmY0`Cq3tY)Rf z-gLu>!6-P!d%Vo$w+}Nvl85;|bez-c#Y2eaV=NWHim304@*K|i9NqQV%!u1=0Yw{% znbUI4(R~J^tF7jF%(ML5(T)0-#$4#*FJcWJ(V}vNLL3M}K^d-_!s@p=oJ1vikh}&I zHlFaN!MUps7h{Q!YB%S5QiOdxd)?HH{`7{lA%uAr{Z->DUisDu`SWKyCJ|6siMa~z zE#c4aCwt%e6ATmlzhgrdZ?DmwEv3tA*_|qA^gIhKDzHFXRe%;XuRS347%<~|PnBSu z0IkIHCqarMP0+-vqoY&%@LCh^FVk+PL)F(nWu+1KHIW!@aB)M*<3|Q~ZOD@wAUs9= zr5UT#{-|X>`FOibkriWI7|x4$>A8~1h342eUj&axj9yJMygu@jfIDX#jQH+jKb`y~J9 zV7PAr{;Rj1m&eo_0%8kKdu;JFB_N_UT?Vxc286miA9g{KC(J(f2bfJCN-YR#0w>b@w~S9_K9v$BS-uy z-}8ss;yxljd0JpC*>geeP0c9 ztImeK>!ZKH3W2)spAxto;dt3}D3JDAgxRph$L6YGOWTrsj{dC??+VGn7^GDb>Z-nx zTI2H6|GU+k-$fCKb~oi07qjX#Y7na=^yC)_Dec(Cv&f>M;5+AG9%Jqp8)w@Rq{5WT zr%)!dKg5YsELm?yncLE#I|K5;Iu7#T>4_)5-8)Q$5xm|1Qa5YS*$$ZGSrO703qIa# zrG4A@bF%0W(67=(b{q+E%2xv-2^=Z(b`BTg{AziL2(E5u1zC&$zN~>-hy_a#TT4MV z==sM?j)1T7DW^g^-=|=0=}(g8M`c|S%-ke);Emq(+uU2U0Js(r+H^0cqt6)U@Q7}3 z=|{5uN31G$ZIZQd6T+bhHVE+Igf^OQYmAaFcL;E>d$ikv{ZPzAr;gEmw7p+Q9mhWZ z&G^as&9&VjvW9KS@;pFw*LCELp)?z0{MQ%}&j8DiIb|&rEAcDvtglxf;c$;QDckPy*TBPt7+X*SccP`ol$pd?MVeF9 z+WnS$Yg=^x9O|0G%VV`|BE}A#^^n4j>x@gPf?Yy`JzuNubg}hl)Mowa*upQN`h&p+ z<)bD&u(T1D$;g2t=++riexZv~iyW8HPZ9WhRk?T5$PZdf=&h&zzHkuesiUNU60o;<}a&Ng4hXF#pz*feP16J-HM74sqbB4LD%Rk;`^bOqb_jk#GDf^2M| z_zTTf=rm}@W@>=xsP5}LUWV%u84hu+Jspxqjdv%H{lkv_UJ5(bI*eL;NkAD>q zFd0O0oh$GM(fp}&9K#~Grh(!kMZYAv+-phvU#^r;6vYya|||>%{Uk(&1N? z9Sx~L<@D*Sh3el!8S(V&O^@%zoY$W}6jWcQxoC_4r>S+f*J zVc|avz0_WYgiMPKd}B+3v}|#2q~|nhr|_B{dH@4xryn=d8P(#e5K{OO)Y1!l@V75y z75)tSosZY0)>$9pNLR9Y=q!_Oks zrLzY7_$w`=U_2@P2&#%GOT0du;$jN8S9}U7j-gJH6D;s)zdKVMsKBD{81eUdZhHtu z62pC(_V44cH$u;JY;z_br2f$Cv>}IkAk_F0p9PqHI5NrYcQpFE7h-=3;nRJKv~X&@ zJ7Y4b6c7EbDnmV}@9R!?QI6zVmUM!jMNu(#j<=AAxnr2;%$Z9bGxZa3{4*^Q6MSuV zneG;OpBIXnH_rTzrI$!aVBe2SQ&aQK{i4ka{e{{!54{(ltu`(^;M(Nup&dJ)9UmsB6V1k{j7)9|&;qFtjo2vYy` z1vsRON%mJNzKV21xnyP$J)A6Rq$x>AvibWu(_6zREd>c^?iTw?faq?Yen z<9bgfau`=1+R`aiR|k$C{q#ImFtmT_uyt3maxL-pvGovs?Ca7N^6?~;*Bl?6<4N*b zN|?Rh=YBmIdT`qtz3zSFzpl*#fHh`HX=cp)q) z0+)X+JUfuWkXzrAPa+FJokKZ4g)D}=Ia7pjB39^k#d>q$5Iarx6c**I_KpXwkhe$NS4#l3Euql3jG<^zcAKA(%ke9eNos`-dW{z{N4s;Z|yYlLEotSI!`qxy6s^hv9{p=SnEgz6C7nY{K z-pgy$;YprBOT9oc7b0^|*gyJ6^(7}N>}dScZpj^V2moBhwLes+FaVP~Ieb)FstU}p z*WCNH{N&pw?wde?d?-}B=VHpWTSMu=Q{U6=o@Rn1O>!l5f|GbjVtk_)L||`|yAU3b zS(gAjZ(BXFgN$nY#;!BRS)$;#^I{%zYYh8qk258CwY$|Up3LZU&5M1EE-8KFz)lG1 zuha=Z;klXeIP)V5%RHIdo(%kBkI5b`wr9(`O*o0e>fHhn`2{b)2Ew1dqOCY{+aYF` zp(lSzxkJ&IVn&#+go<^YJBBy<`{o8_$w`J#{MG_sLX6}PX23`1SN1wQbtw1Rty1$C z0D(>IdLATBZIw3o#5i+X=L93&Y*LmwLe~mc$CTcjSLLaFa^L0TqmPn4I?7zrKSc5d z?qBAS)bu&BJ8(OpCWvHDAzZ<5){Cd$fd-`EO?m^mc=1Cw9`FUkgR#>rO><7Gle0RZ z&ywPk-vexN?|PrKkIi;fk4Pc^vC)auR;Zj$`}r^H0^umITz(yhIv=E*ke7*#tqh%i zGN-3uZaVB@fCH{`MEs;wuU4Ao2-Q!CqR>H9tSh7i?c<7dx)XxN-Yga=Wvh+CZ#*y? z8xc)<nzEWdGOIi$W^Elw1J3>E_Svm5XIjn_);rw z{)b%L` z`fn9FpQ6|$Y~x%Oe`NrF{&9P6@v^_f`^LB*+BOE9-Et@?(Rnhp&%I|;+19N8wvVUR zKJP*)$G)gnQ2yfO{!k=U(l-f7nknO5SZl{t=uH)CkJs`$OYEG>PQ&Gcde_|0u~^z! zkyBc=Zy!j{pu>{$yf?B{L$038vr-J7IAA~Gd3A75Hb(qUe?l2`vn$g0uGjA=AQ^Ep z=j%Y-&Ytc#kkPThV$1Vcj(ysH*1Io_x%IR6^NWV#GKN!grz{6hW^ipFn3O!Y$f8P* z$xk2z*y(ROMn|C8i+-bW_SOxi4vB)#@$cpgicf9-3)@<%?k6#)TpSQsGD?=HgP2kQ zX&RlzXlFVA3itW@+YE<41ISdXQ*LbV6kNVBio1ghg^Fr9`Z~d?o_GpwIsH#K+W0$l zufOM_u}Xf0ed76zMXiehv8U9oLLYHoyd3`!L>>25EdVoRG{yXFO|6;NgB1H0hlHw} z)_4;metb$&N>rzQ?FE*_tRMJXEGsjNjMwr@p5=i4p_aIBocG|V7@J>YQuO53QzxL0 zz_^3z9t3FY1^#;ZMtiNtW4rIT|FcC>j($sjF?eKUvBin1^Zz-EqaD6|vajEfZ+LZq z#(+q`Zk7hUpp8xLP#6YM^7G60G{UFC;pTYv24Isn!|IGyezSMbo1+xaA9$7b)(^Ms zurdV~D*jJohUEdwCkQ;n%QhFXLO6&B6Tt^qXp_#u;}Rv04`26OPh>aQ!Mz=-QzzI@ zLNoRT1Z~LkF|#@c+RVp3+m^O;AB)pLx-{bQ+P3ash295LdA_fDoMzYCY^x$&PgG=% z24IUEfw6 zXNt*02Yy=pzU_kx{Nz)+uijvqJGnQt@@$?b>}Wo9Pn+or!(o3|V?B?rU9YIubeFN? zVXY)<6~%OvCH=N>dCXj)c0%uK(MS33RP7&-qL>jN(@fXTU(d)4w|e_{ef#;^j_Rva z)>un{MdeSWM@hBu0Mjz5oebx2te4l#j0v?)ZZpfD^1f)K0wH>bmlf6SNkz8hzV(Zi z*KVCSi^BIoH?Ui#`_dj(I_8_tt4sh=`Cm^ko^ldp-&zqJwOd~2&)M!BJe;0}iloPI z!2OTkA4seGZVy=4Xy=>lY4g5-%7kw9sGrlDiFYq3mQCCFY_Fvrf+n+yVdQ3>X@RER z16T3qLpT5h{*^Z1_}-vn#Lls!E`R+^gIOc;bQ~8aE{hOPixaOjP?OA1J^vsR3Inc% z!c$Eus@%el5^eP2s5+iZiuXpE%S-{6LHTMT#Ux)p@Us)AHpRhCQx9D6SE9OnUZzgn zG@yiX-g0*DrYAQ`r^^^2Y8cVWJ<0a;QB-E?a>QP)u4mui(iS|WW+L%JyE>m?QG?L@ z3b|u$(e_Nqz_|A3Y1(%yc9Pv%p-7Wy*V_JkA?Gk)wcMj z2$!a~4_X&Re!vV^Sc^B0e)sg|z*=na-JpZN62|4N|io_4Z|*Ij@2l-85%4nH}oi32PB>-?9-l1#52%Apq@k!pV^U3#4j zB)}RHh=^IQ&@YZ09YMWV=~xdiBf~dbKp_hCXP(m|`sj&E4VlFBuS>m|)1B$j^9jLb zVih6bf2pk56%UtWhg^BWvf(QAYQzE2n}ilQyO3_)=mP0Q2p3_?ry^e~mj9Z6zNYXN zd8!y@EABD(bWK|}vTUqF`Ip=yxkdT_n!FN4k27SbkT=MOlwCy!D%$xJ;Pq$y8H7>t zwB!mw28qe&!;Uf+q4Ep!o8PK;mao7CHLEPUE?JJbS1EJ6sE=>!bfavlE~D6QLImTR zDm31ddC3A%RnR>kjK@BoxDId2%QSA-fOv%qupDp5yN;p?LE)M>_W_GBdpA* zJa0i}u>u%nsf)-oEQd~t^pzco=Rx_{QVz5`VYL3}9&?}dYxX?V!I|mTw*HX0x$^i$h8oDSLo9&QbojWhz{rZ|wYLUo^eEfCz4 z&AhKOdrqqfLd<8oDc$in;Wz(|?>}u0q1ONiHy|m~$l#azmWGAjfAp~-V&_}Lu=Dl3d*lsYv>M4@X&2icIl{n6R*k- zmEQ)aSx|^Ut!Y%^h$h6YrqdpnTVpGJ67MhVQKG89D2hPfQ@7e!C98?GS&DYK!7(zv z_b0nY!eb-i_E`3++bI+~6En6_`m|zz>4TF%s}I`=_A|h3U~mH^#r%KlRUmoJ)Wib5 z1&ZlwWpc`)1RT`i_o{;KC*`PhRdEXwQO*+?nZ3&-`6WWxZkW-s|t6`N^)V=K7d%>o2i$`-o{4hMk!I5bZ5e?sxzkW4Q3r8?o=BF zs6wa$1!@pzII*b({7cHO?SNlT-|#45w)f)zEu@X$7a!?txOjwB9Wub4!7*w>L(E zWUoTTP>Dpos^x*>{p)rizoIOK3+9ebH2~ZQgj*Ss=NWg|^?^PZ2r&OS19PgyzrMH% z;-=N%4^&g|MyOtWe6+z>XNfZ4lE_kJg(k1GTay=W@h$$;}KvOW)4dX@B( z0x8y|WKh-4`>(8;n}iITorN^73nZCCN!d(-%?X0eT+7%GkjIY;A1DYt(;qI znA55weRWDYe|S1_g7a~plF>uQrD4`P_C~53*%yqT)tYW_weL+KVnL~MV4B&_;pVu8 z8UAdYC1=Ls4m1A9qe;upgS11!1M`cEsaIU~K5Lz;cu;0*S;|rKFcO2kWMEhlG{|Ux zRX@1h8n(F^C)E;my9n>wGPI3RKFkhyk;qh~+! zkp|su+n)Qe1SRU8H|uZmHFD)jA7!0@!XGf4Y7Yi@p%!v$cqGrh`nsb~%-7{~J31($ z^CJWP@7gDjVKo@}b;|T!@nqtay}R$G{Y-RopF&hX2r?-xghO4}jA9)~%o>U!;SL zsYjdT5EWx%n>6m5yfPu*{lT8iXV^=BtLhZxUO?h3#Ef0%zvuLaFTk|Wk-m*Q^=*2T zF7BHrMu4WI!(v-4Kn-?|bdb`sE+TBv;2p&e@HBzOI0dvD@Ns)4kLL6ujx`K!O3a_u z)VC(Zv-3(#VAOt@AX1x-M|Q2>+66Gh?@b*251>B7aFXxUEA(`3$J7vZ)mO`Rm#cmL ztfC0EB;aoMX!!f?Fv){I-BWkdZ|M6R!aB{w%r^NmN*C z^KAW`WzfX~`ekFuiAN`}6}MeSI?Gt}`aX+8sm3b>PWu4UQ`QHdnfon%NosAVkqem= ztc%c=^L*t1bQC(`%nztL&w?f}HwiBFBMV&Pr>raGdPme5Zz*@a&`!f>)BIV@&m}pf zAgF;m2PHGe+HqXBH87{^21wa=8Wzu=EFDT6XcVfTV*4K|Qd8Z#LjSz}H~~8Fj;#>L zmy*eJ6{TI}s(o@JSxb3N0#bi^_dlJw3);WTmrSj9bDGL8VHF<^oY@BD07-<-h<9U- zPA==GRnLp2!1ho!;E&cDq6t1{xR|f-l6Bul64(H<%jsNHo~E+r$cOkt?c}K)o!iP6 z6h-xg)xCVFmgZP`zJg7f$;0R>!bMWx6QRnFb%1*%%ewl!h6k$-luW4+KNShM5BFK@ ziU38Rxe9We{DMw$Zh9S|r;ei90~W~!RXS7r04zq{V7ey$!ez(g^UX>tCxqE-Hsxu%94trH>pM&^S~qoSvajQTG(a!W8S9c`hpA;Iuc+K2^IYH zfC{1cuC(#|r%iaOLZ|kbn!u2)d#Zq+doK+77!CG&6W5k7#bMTjGl4mhT?J~fJquke5|HnFXkh(Z;t@LVwUxQNV2xM4 z!DE4$Z62A6+@QyIQu*vLj$J&nC+jktln7kD9$YFy-^2@Dd%Ulh{{Pk`5pd2R1W55`FHkj&xlX{T?_b`FsMav}Y|ZR5$6HgfJVt#eT^5o4drs~;sMUR^ z6~Z?xof_4nksUm?ID}nFcNZUiQf%OJYZSZphw{-VXs*~%;KnO^*s9l8=zIBIr~O~_ z@{K=#b_N7tr{j7ed#~iH=cth#-M+Y}VY{lC)AN&f=2DxzI zaHK%90^4Zs`i=A({I2)n1n6jKO{&IJcJ7|Ca7t+3di6S)#c7!`0};CYdpMLf3W!l@ zhKG*T?=QfUZyfD}6$x`v3QNC-{!bd2Q(WzshgS`MZw!Bl_Ji!;X5jh?=|>dj_a3Ii zA1aF{pB|1GK!wq;3J%QGOF&N4%<#H96WmDRLM`2X$-D1(y*$;-RKSJ#l3+!i_)g;b zk7V-HpNKwCXDHej@ig{&+G@mqErntO@aWvA(}VcFGA>WOqycK?O{EINP(1wH5umeW zs9^p6W`1JaUvP^01qGZ9#cQ5i8J~!=O!#*~YfFt%%(HRp!V+Hy>-R4Fg8f0q!oZ@1zzSvqCOU4pC_i(++>2mI@xsBrB zJf;jOnP5c9-B^1en%+|i`loSfFNxfm=;|S4`cm_}^|v8+>YaRR5w43hzLkf1R_Y2CcQU76zM$_0qIQ% zy(Z*Nc)$0@{c+d2>)!l|N6wtdoSA2yviF|s+KvFDh&7uActwNaQ}B4}oij+>VAYx0 z0Q-`X6_88eXXnd2PISSgV4g|T-Jps*a+S5Wc-K)2uDi-0%Gazp_l#`#6t z!5OuU3CW77Zh$OU??dS+sqjnsfwq~yy}c52H@X%CuolPDX-8Fv1J{}v-Zc(E)+jGp z+GanJ3|9?4J;&T>d`vy4i-*^lA6qN5OV}?;@**b`SO~a8ux5g`|C{SRMuG}P;MZsL z%w}9}bP5O5M;uu;9fl*B+&T^-6C(up2EwAKB5+~rk zK$sP?!p<{=4>(tI2Qtdd)#2nTq__O^yV_QLyq~>TmOiR<8>|9l+9L6el>qck6 zzR7mspN#OR?A?m6){hL#n_a?kq_!XR0j|44!X%{^=;d-y~2tl<*RI=hRcM?K5Cd{-Mg>n61Azmp#Ft~r$MAdQPDpE=#=vupTxB}yi9AgLIy5xs>129^NGsasLl2nyQ#$oTPOZCmL-3^#$vrgZ|C1T`UAobOF&f>t?O7Ofd;6~BPF=li9xch zAwW;7G~##gm4_K8wY?}KQ;V9J_*~l(f1X_AFe`4p1K^{6u)@8TH$RcP(CvSD+ zQ#I9hjo>IafpG*0Q_Lb|`;z+15O}|~0*jJkmH*Zk?fnCTr`l3`Z9fmBgNnoVWN#Z* z$&(Lp*w~%9zOX}&uJxJY%82xUwG0=y`t#s}=C|#dQ7*WNxZYE2viGz<*yUJCufH)` zv#sYxHQzF}A7&=Iz|QgSwxDctG7zxT3QU>%F(no7m;pMB_>F8;DJXr8z4$pQxf|C8 z%5&AQ9+eAQw>L{P$pSswWO;4iI#gjLGkE9V7_Z& z#a0{A92tbj8{1&^YPJ20YnQA3Nt{B04ncN*K@M9ga1F?mJld2OArwt@3q`kSR^}#Q>Cl?Xn>IL|KrD;<>whfFk#^=r1K@>$;(jQ3s#NrUn0&x$}LJ7yjcA z$PEKkMS0yV!lg!$8hSYMLhe=D3yl-Zs82+|zk*l+_b7oYm)-qXt7`kr&w+2}Ul$fy zAd#g49|(@S>4W*irK&5^@f#V%5oG_+2`;b$g%n?DO3fG?CUC}gQI*9R#U^6jp| z?Sf^^AI&nV03Qsg0EhUNo&Ie;#Dj&Iy8G1p)yz@z=>lNE0^4?Ac>d#ySnF{+)gR!z z$U}6LaMT8YRNt;y3AEwn=79E2+28u&zSbCC$2M4etRVEUgQO-}Ic28#DxudvmpK7o zZYgdtbMF)ainX*9h0tngp`|PJ-HP06_)~N$-{> z%{ac(C{tlVuMI2>L=YTn{1JWnvpL>u!8*iK0(XF~;BN+mhZL2pq*epioti3|Y)+kd zfH_u{L03tsm;SXzCp0ULJxO;1EcnT|)qC^E7iY_&16VE2l|)+EM6=uCZ>%v>I0Jb6 zc9X~Qn)mlIj-d}%<2D+&n)ooZw`K4*$mCcIBBNQ8wK}gA+&R=kk>A0YG_ptC;~RwY%_yU}j`)%DVf)uu}Xf!8qC& zryCDV>2BfSPts4oz6H4zrowNlF$CC~fc|uBSw1fE$U~=kp>uD*>4inv_fbh*;qSER zOkEWG18zm2+)Rd>3^{#{9`2U(^xThwtN#se#ys8nHfn6D&vLeRUV^5c)#a}*-wI4$ zUiqTpe+XZj9mlNL;?GfDhL5w#y1Jv$6w z8W*HnHo#_xuKGB19>470%NWu4+R=ooD;%nv&Y&E>zq?A2K~7)_X^|-!)mn5BK*V&= z#zCMU^miXHBf5Je#*88^J$+YLT1k^_H>Du4$<=2qz|S^0;R%Gp;}F}kw#E31VcQGu zeO_Yj{da0o5K^tVF28wn3Y7!SK(gV10-z6ojO}U@%KZH#MUu;QJYERxMX*) z0W3#{+p*aN`*oUBj(5BFu!OcN@sDwZfbM~oV4s>FbAusT!$q{R zaLfkx+Akn26S%hU>=}1CMXDs1T9fCPZkNvy^HJFKTneAjWK8q=&eSX%a0reDXq`L8 z)@O4a37!l!I^?GA#pj55nVUACUNX-7nlQoM0FLl=yGo<&7@Kkl(PH;0R@Rx;aoZ8} z9sC{>c9-CoF2{D}OtLB(hj8J#^S05=*zah>>E#3M`g_pSi$hQiyyq4*d+4EDByA|5 zcEr!1_40;Q=_QY;7)aIf!?@R98acOlr2%t<*m^v(e5e(V6kMXYYq|96(-|EY2n>TR zkSFN8C#18Jeo146o2!97`9@DDVN_5Au* z&O9`yAMHkIdsc)RyH&Yp9#E|Bt1aLVzu+;LA7Gjpe?H%y9ekO+LOOLrxKEZ zB19TcuNP>I+O~aF(l`B|SP$|Rq`}fP0x%~V7#DDs+r2p1v|q+q_fqeV5B~(fU50!s z#?2Wlpu@PSMLtU_kO6y&ckDtj?dt7-buDrDQ+`SUj|jMf94;}*_&eWKOGkQr&X`tm zpXuzapKda#OCQ|UZfrhI{*E~5%K!5zc@I@Nu9~J;d?i}_ENBCmH=ZbSpa?XqXpqIV zXX-nNgm=0L9+g1cIfILoOx?6v&Qf@yrB49-yMYF&IoXpi@LZm2tY=+q@(= zB8i)i;{sm+f&%84i(O_0bR$sPE8I(BD^CP2Jwcgme>zhdP)@*Smt(NA4uFtVXP|5t zeEXE@4Dt7R-^0@^7owL2#t~&s;$G=n-A6;97HH76$QDO^W6D?fPa|ODmgExd5Asqp zGGtt+4b|!P#M}u4#FKsczqA_P3;;yv>OOret%joOS~Cs0EQ5Br1{r5JJM4-gq=wT1+U$N) z0Dg-6Y+Qp(6^$frdnwn`wE_x;=jKl2*_c#4nv;%3m zx9xXRiS^+Xol5V57P8F3%UPurDsKeX?nmj7auyxZl91`BC_%ELLz&_wv(?sxR62O| zBqQrQ-wcN1<-9UlwcbF9NY2wep|h-6po&m%U)rQXA8e<3_xk7UZzjNx z4x7KHfp4ujoaK+}dLv^i_{;*Z>5t|>imjv&D3q7KDXG0$!2A255w1N%?7(aT!JIkK z*0mzcf=!%hoW$Q%tc*Y}HzNS-7_k@YGJ{`QciBxX*az>J{IME8v3<&@_Z4VAiHSni#tk}(we8^h=sspX?yw=EUfta@pu3i@Z`!8C?=cF>d5INDd zcL>^R*qui;Y;Gtw?+N4GcuKSXZJcHgS~TUHoMZ2}T<8}y>Yh)7`Q^VA%Zii7S@#)_ z4YQbjpU!X7ciF(so5>V5V?o2y_^${1>Bak-$A5|>15VRuKQM#|H=GRYU;=6mc7q;A58V5A!mL&r;PCt|4S=A%i(>47uN`jDB_28(7^onFMu;XW=I zj!oQ%uV!ti9e0A`%2B77zSGL1z)HYFku!kVD}Cy8xN$tmc2xK%cddj^^v_StzfX&^ z_cwnT=|$+3T4=%@Fz$kt5&DIEqEfrnpq-=Ede+Klx)FdafLIu2GbD;U>MASr?gfe> zdf66ltYF!Oo;BWXFn!PNc@#e1^sKQIy$F9sTTjs4ol~0~mu4RwVYH6F&m(ZXuX)F! zlD=Su5(D2|SC+-05QiU*A50Sx4J1Esi#lg*yfu_+UW+|?;bGNU-+Q9XYFNezS+t@ zn-~G>jc8@gtTm2r%cgZj`)y@Q24L_FHcSx>C&G+dsL@;78VZXN~@`78X1nQzsZg zgRB1bZi+~2-*m+OxUE^>-Uv|p^gq~W^gnQRc7|3v#^wk2bE-nctg_b_VooWczPl>} ziQJkS(~T#;zlQWbH~hR--Cy1(b24h|66V~criUlZWMk8&OP$p+2v_*3*On2B4|Y|Q zmy2VOUV{(u3BE2sJFE&4J+Gep=RaKSQ#QQnIaQ-G$)}J>`Ebf9@a(Pm9~qNnIwOde zJmf0$B(~!8$XPAd5m&qUX143vB_e&H&V=6wN&O#3wcTyHu!6+ea3bV3=#7asJ^0G- zK)jSrYmbeN^lMab5LHC$;893HxB{WSB_jX3*Yuxv++Ea9%|>j9409$XxkbUInh3?@}IVZnFWBaBn^A!^dyL2*}1Mm1r!+NS5$!>_N{wbCzxFLqMT2I|N19MR{l~IAb=JbC&XMake*@r{S=ZdZs;M1_KAB%2BDbz77T;>4LZ?21QQRGC(Nr+N}i=3>? zQ}YphV)KDOxxjB0zx2UJa+vrrg$?Grzc>Bhkp$o1tXAzi-_j#8A}XvP!p>4EP-iM| znu@CGrN`caqYQH44H!FhQ+pG775h7%g0$(RAQ_kP`5)I}c84-VONB{a1*hNC`{$V5Czq*&9Q%=XoT`H&X>fTMPw}jl;9%&kb`7vXKCwaxcD0k(vE&sb&eOlJ&kFnTGb75a<)!Yr+kGM4mXw}Lq{*}| zZDeKN@*4MEejP^1L>f=VhUPw-Gqq&ybgnwLpNSQhUlVZk3a2v2nBZJ|(U}r=OgrW?YSGX15*xhl zcY-M0x%$?QMnyNzn3Je|ifFmfo&tYY*^;d|G-ws9M9Xt;Dld#Ma8K)#+({0TC4YO} zorv;Puu>10jRvVp(6}C*Y9p7b5_p`#dXRNhDvy8^#h}RFqY7@-OROFDp0@B9_&~~7 zGV12OokX)Om2IAv_o(`U^0-AA7u-X<)IROg5j>2c_Z(lSZ(H=K_`JJfarm`vaQGX-nSg3uyOC32Zjhgu2%8 zGZlzzwmdnGD=cqS{xU9baKp!-QrvouG($?7qW2>4V#(vl22TVzRh%79$iIg0;>}WK z%?Kl4v?7hs$}CrDqR1ac+KE@>fkh|!wSvR;&;|Qa`wq7A+|B3TTw-^^gwPfy^xZ6k z)*duGqa+Fk6R_)o985@8|GM<04~sAINK@%GUNt3BVKWSJYr+*`QWz-(TkXQ-8*lc> zotrO``Log9^oyd}w3EJVED$yAa^t0s){Gu5S_rIbgCZv?+{enBt5PGWwA=#w0zj1EkSxA9}Z z23!Hlf$R8~HqY2|S7q#*#B~Q#**{v!YB7+t$Fgor!KfE9j8)FBy0m|YLLBj8Dvz7J6)xwiMo+bh z&z(+V02>)4mE0(=uKwFWOLkz-+A?X5Fg9WbW-#Yvk( z&Okg8c!CP{O`oJnqBPhJkt26yuH%R#29^A_49f19YU`UZRCn@2tg0vVhW^AzSLYk+ zf0)**?k&@}8$(ISK&+&#+jpB?&h;xRiM%uQqqBR34qbUVvgH2bSn?1=B>&g`=KsrC z{XgIA%2jpaNimFGY286dyL&_z5)?&ft5`98xd@YGFL~@>h`isdkzmz10)Z@53U=Ln z0Sa>Olv8r*r;3l#+(H^_i_bw^Z^3{EZW8DG{C7>ZUQqxnfpdP61ma3Y@Zt2cli(oS z$=!H4(izO9YRM=FF}FW^h?+KiQ6bDbuIO~gSiQpN1CU)5cnO^KmP&iB3?M_cx!ndk z?JC}cwA>vB$8rCrh@G670{@f~C zKZ*#1ut}bctWZ~(&86HV+$!=qjmg&V)5*$euP+mw`My?2YiWNosxRlADjQ^|D z5<4P>1eYg+!QERQ=PRfjA8q;8|CyWSSHb$QV589w%#CptqkZdT0Z3#@BVh)ZftTag z!iO7HgHoGij!6Eo<0wp$y=rjmol}??a0OyQL>NQ8j&0Bq@6y9I zbsDiWeGVE~xBVA`k!e#Awi}Qju0-&z4dP*<`J#Tl!z%(KEq^QgUYOO2haOxbZt*1e z^CcWp+ig9o_Mb;r8PzW_C~4;|Q^8r`jGNQ&#lmG=w*Ykvrl0OjNyQ|CK0A7lZ)k)W!H27tZ@YWN{kp{ z$qmBG7M+T1L)8Rb^-^f%d5D1kA@Y1Y6lgmqVD!1b7mXl-=r6tRrv}U4a(VLGQ*gA} z3OnI8d!xmdZ62DF;m#5k_a4A7s1eNxN(fAy(1W3hGHu`VIB`d$({PLNIS5*ra5eG1 zzBX{3*pEJciYXy0?#^dWa%(D6hM3P1Iwx+(ACY8jh=3JTDi-L~jd_YZg3-4R#DHa| zLAd*lkrKiX34-Syg=~9ph9X#Jb=T~lOZpZo*q3GU42n#B=qszd0xA4aCD7IX9H785 zt0tf0mO&I^8$2i?UAg-O@8vH%#^>&Y(>r+Z;meMr{}=mRN(g!uwn7GC?gEFe!<&Vp z1G|RW^gS<(7yI`L3M#K^;e9dC+mPQ51RH4HkjX>V Date: Fri, 21 Nov 2025 15:27:34 +0100 Subject: [PATCH 27/35] Sort by starting time of project --- Fig7_PyGMT_datetime.png | Bin 55271 -> 55439 bytes Fig7_PyGMT_datetime.py | 8 ++++---- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/Fig7_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png index 5e05fa85e463f8db639181c79078e0f5754d5f9f..ae1ab7aa49dae351196e3a6f64af663a6bddf1af 100755 GIT binary patch literal 55439 zcmZU*2RznY_&ZfkvP$;I3T0D9A~QFUvS&p0cruf+Z)D4!( ze|>Jx^ZkDRuiyRB^VIG0Ip=)Nxz2UHulMynpI55)@17%~Awr>0=M>~+)ljHYcTgyN zX~GlmO{Mn?E&T7yGkKloC=~Zq*_vgq!cim-W3%C=>%qK~_q`IsWhHBP*jBkC~lJw8fXRWWFP3`e;HaZ#-78 z4wJWfICtF`FRhfC;lsokCE?8PwI`-J^uN1Z6nfI}fyb!mJwbCGOESen1|5dlmz7Tj z*|K7qJM}rEOz`c4G)#XfWT3T_@NUzgm>xa+`tHG0w@dEYq1wiQ-pRic zF832Ke6@d~kCwdHM{Tr;Z}$q&zVRnz+Lk!iRy4O!emkAY-%v-(unT!^6ly(yC=5fI zs+QeMf8wxL^+HU9Ayo;wL!cuyfdF^GA6i*-eNi4d|GL-tRh0$|2em(=?+0dO{jHXH zPTUoe5+V^>_*3_~uqX5j)vh)0mX8(~>tKu>D@I+b3b>yqU|RpXGKu;d8&_GFqHmJD z8oAuyhUPAVW|jUYf_pCi^~UcboUWOzVNrs9-@QDnG%eQ^u4h`o*%t00$>=M7J8Dt~ z*QfU(e_)uF5jz(j@%x!;kz71&|8;TXBD{3E`5ziHwG&??rMR)2N>L|YKcm3im3%}z z5sBH5yRb<5?0x0Dtfsyx9_|;rUl{J7SDIRaS4Gd_zW8?Y)JJD3v~uP2#iIs?wlgv_t;cMr{Ec;7#7J;gPzgjS zHtjH~qooL3B$B7@CI8PLqXUam390z|ElMWh|97<*srJ;oS%h@^PdUGn9(6chfZS+BriX$OW$ zN$^OAN9h(+{)1T>`leTVkH%&9C}NGOHU@NC#Hmy%RK$0t8j+9ePZHb&8iOHNB{@_) z3JOSx&6wqXHkGtJvvac=KlGI8Jj<-@233LvZXd!17}iCz!<{QcKt&n4!4sIXOqHB@p@n| zk92Ct4T3#zHqlLL&Ugd5eXxh^^QyuR)yRRVvHi$Jhm7tCQ;+nMzP~M#ArhVL6u;6^ z_4V-)XNJ0Q0q)ANZx(m1?Z2pUJ4KD_R0;Au!+9pIYcdC0B2hB6r~lzWzPk2O{_L6e z_JrH&v?Z&aq{vsSH;}7J&aZirCJQ)kFe2Z{-bo`s#j1_UFmWOO4E#G@Ne}L_v$;8t z^ofImz|v`CxZXufJtw^L5)u=M81LV||6h9?K>^53&@wd>S7g8G(dVQs@Tc(cb|*DY z$rInpmAKlETi?gL7tB*4jbi$%JUEWqM4?0&dZgJ}cysrXULEfbDp^@HD>J!Cw-~a( zsK+R=_$~b8hn#IWgY$DC`C1%b16ESMJ{%qS)ToXv6T?kO^3?sC+II?UrVcID=bg1{3U%mC$q->>G6c@4eedyQsMPmP?a9gKM5dvQlY&JX!q~ zyY#yG11l?b`XuUVuV25esHi95C5!C$))9qiDh?TGPDqVJ5R@bfhv0)-7GHtFj*vk$GlY#%tb1I-+8=IMG() zmPKkCbv}$@SL!V?@7bQ`e=_|T9#)gsGu7<35Uf`>9x}!4+!J%u4@BMXzpw_Zaoe#UCap;|tO8*NugT%j2lKC>kU^cfz)jcoZZld_!*MqLZxh}FY z%`J(s-6^j_dVGEN-)<7O*ZQpXdEN-6G7}gyic3iFVA+oxS1adnmVZrGc)EOdl-jXd zjFU2>I5d-Ar9*sw(92+F;9iEoJJm$y;+AZU)9>qFkeFXV?3L=-1#|$}XagBzkMtqk z?xBTHw$`*RKgrR?7)z9?@pbtvRZWKfF7136v}kAmdzSI``awVc*q&id9qwumFTpz6 zFXmVL``4-hb{mkHs%3coCf(|(jy@wLv~Czp5j4@Rj-ALJLTqKCkSEXGGGlf9-b90r zPKJEHMZcF=+Yaqvh67f3B6;#brKoGYcCtSMKc%dD1Y7py`yQ z!t0;;_0xFc$?N|7$vPqs({9qv?N3i<9`6>@7^nHSp*FADoV|Gig7{h@@hry|bN00y zVW)xuSmR+@u4_u)UaO-2ooLG3l<6jqo4;Cb+INY!oF-pjsC$R9+pcQgr0QsnKV+s9pyN(bwWHvfL@A3eyw$L*Zr95@lAC*7W5^|`7lpT-Y% zfVf?_cHsw8#s`_@0n&kBEo9tioHyAWnf!T4LYg<-@8vC6+wVI0Oq^Yc zuZZ&3GZ>FMIk29ZyCYSq6=q6K1Xia!!E&;DzgQ=U&bl+{F!Ea*VdD{6=ME z;v{~2LixR+4`zYIsty;Ja*!FPQJLWRTO9ek&5g8FitBg)r(`$J{vsEuqr4cVC7WUX zE<oOp)7j*Ax1N|e_e&RftOh3C`~KZC0!}QeD0sf1*`YnA4YFyW2ebQ z;#;jMmAb+)7|hEwbccz0RR!+}^3?1(rhix47z`xNj%ziK>1q#A9mceOe#7RIC4e@a zQJYWth4VG`Vg-C`4ZM||<)ws^@mxGf4|7)YV*`$Mmpt_SsjMqG-sR_WZLIb5gdc_H zH8nK}yI{EE64nu$RJ~`u6nwP(Yh&H!?KVJ(Zw>FE?Y0m=36#y(lNUY*H4ry^cw-lv zk$tCt=8gaJW{%FG)zzSM_OW*^fA(^v0|TmSTw(hX#eL&~WWe+SaF8=xRX9D@8 z4m&d+f$z+*&&towH|y2xeEaX(`)PE9QR#4fV`*H5{)w?T!}tO`JkH18xqBBp{S^IlA^5~k zrKLIj7E^`2Sl)l_VE_zr=J8Um)5z?oMEb3(;!OF;>)9Mh3alF(BVB zL#y_u)QYT}e`o8=G?93C^~YKm4~bop*2wLTh=@qU>)qeq-`p&1$Ho*OKE|6+G{361 zBg*ZpikJKH?$^_W+SRM_KUI7$--fWa&VRt=D;0iyhg)uD#;y|+%@ryN`?B0$r&VUm z;NUO)R>ddV?4bhAih!Vd*?pp1BC+ZA+@}7H_VyF5^o3njix)S~8!nwfR;g^hcvJMW zn?+MU>|Po5=Q6#|Gvhee7OI{kXoX!c_xr8MMa=rk?aYQSXBam9{fX?>PbTatUE4D{ zJ+YZ4P3qXB!)ZsyO{~`s5_?`dUsGW0o)SweNES-zGac;KRaA4kaXt|3j*GoHTOX0Ly-P9{Xzb9U!Q z;U}`CGfSL~qAXVuDPx&>TBVm+TLG6FQOsDmvQ-!k30c zWA?v4buDi-+|t zua=Y6TW+>)B+q}Q7;OOLMI`k`3NU3`QT&=Z#yE=g3;U|*&IjX$;w2je1UfB9Ov12C4Su>xi>{CH@gu4KDB>Jmql!bPU>x(fADrs*Wit$9qZTL z7OVY7DUJCuvusg5azmX!2P97Vx4xSR=$%gJ z*TW`ohDiUUZ~0ru@QC~itPCUgFU?>6o89I2^hujUZjVx+1IgJyd5+7vImTCKN?TX; zr3)P&motSVitY1oN#)?OhUpYa;>l||yQ7x|%O}9(=96ww)>gbAAr~wl-(d_(I3L_eAu zrgFEr|INvn#Hn*W?&9{2G8yJc5+nZ@@IScn>d06AvO4<0POz}Z*LN?wteM?Pmta)+ zA*-G^3-!*8)G}tX7;a;+w?7aaVvX#gc&0*;t%Y|ZJ&I`%FW38m=7i~9d&5yrxCCzj z?n&gXniehA*eiD$B_x!)FMe4F%cVW@TgQIMZQ1GSFtKvi(3cWb(R=31?VIOiH?YIh zNh?Fuvcb4}3DOE%$!@G>c(322y|cFS8M7qHb%`QOi*WA1-~L?XydY!|k0xFJQ4x-s z8}ihgS~NsZWZdcuf+DrnJa8yoUS=3Le?9VFDGX8ZoZQ@eu^-U#Ydp7qZhyaWx18aKn}U+E z->0Lii~kv*SZ_R7$<&{ZS$$O%C~ozIF*D_puA60R<<3flo4)9`&auX1nc zfntJV0>SI&rAtHprK_o#bgldNrCs>f*>*cF*6^{}8@22>X%KBM17>#3nU-+uw-Va8 z-6mLu?4EGMS}N)5)H6#m!#PDTf|Zrr4SALH=X?Smp~w3y1f%F->yi)L|Gh{ zp;I_$EZh%!Blo4gZuvy~0)GMCfbGH5U3#&jCz~Yizpru@{*tM=mx0##eU*iUr66fu zW!mvg$YovU3yE6r0CTpZRze=93fF5G){wkbK1#1pzu0=ZEU)#1>k~ze%hX&h=VYk; z$D>SVzgBt9Cn+?EjNA+w5-l$20hs?EI*#~|fAd1dTkWiY6i=yTUE`~d4^)q$D@sb_ zAbmo46FZ#WT=n$rYI(_+TcmpLp1GgNyNtZU{&`0cF6N8ey5!w6&Ywm!wS{QTx!jg# zAfK`FYFnuaxPUf?S+dY|=^{1t^wihCXq2Wj%{QkpyssNT;I+N5U>)_aWjBTEW6?ny zGeY7>4o_W+d>7FA`ZC2+&a(t})5yb!OPT0HE=r%X_nyWIaTG45{8T)PgWYH}I$UD! ztC*_z`4t?VhoNOj(?Zet-RhB(Kt0G%DLTemNBP4XE)kx z#Kt7|vdNAHG%Pv8&?`Uh@LW!%$d}a0{qD*~rL!)(>mN&NJ5|4o-0NyuVb36I%l6%Hu==AgT#Q&~rP@XsSOYfwm{*Gh!b(fGKN z=NuMayojV`&8M*;kJBk&%iZyD=s(#;1V>-i>BOBMeMIN)2B`06|f>AELy3+EG6n z0$dZGbUka`%#dS8kaKfzz9VZBNtv?`<1TF&1<~ENmdvZy8&BS>`L={K8r&Y>8zU=*iO-jrb$HHPFHEjLaq1)>d->`!H%!jlcvEEf)_u-x z=+pTq@2bj37(Nljln5my<;HEL>Vwb;+yjJa%!3u30t`;Xe*erzh6bG$wGFWust23- zGG&eI8mWDn2GDs@ZGK&Dxv;X z&aNJ99v3e0=t@^Vv9qs4HODSW|LK(xq1bx)RgA#hnRdh3p1E@O{ZS3Fp=WO_jNL4(AzQCJppKtraBH5x zFn1{`-H~|+rK7eWNlmLuPGRQ#s_AN&jXP1QWyps!`LTpAwI``N}3BWen1Tni)mc6idQ+Fr9 zXtrT$f4SbqE*h4g`_=PDM@J#lLd0!qk}DBVJhXFg(2x_+)z!T*?qfRvC_^Us*+9Q}O7T2IO5B}g3U%X3y6GHM9B(I{Z=I0+ey%$4yDe>Owe+)7wF)lx}C%sB~- z^p$kuR>kVeEV=*u)w4TS`iJg%(|~9sVHpxgjW@8rd8%~|EPkrM#zdi{ zea~R^usINR4t4>d7Gy(~ktVGBAGxGcb+lFEf1Czt-b&?f zQ#H@w14ovgB@nR%aql|bwJ5-5;O@HjDER3x z-AQB~QVjeMn{e6SB2%^<7Z3l%r4f5Ep>_*2wE!OT1Bt4E0x} zRg7P7x`uR`)k7%!u*MpQzVj!Tr7Qof1DkyH^hhDF2@n^3GSPKB`g(fA&bZ=H0U>s` z;qTP8r~M?F*pwVdIvoF6TGaYepTafs61`Y>dbljK9f zYHe-ZLdg)M?^Xn~iEmvltVqn#P2^eZSxhr}8jQ5OA`~$CBKry5JO}eF0V3jL;c@_6 z&ELJb)3BLxT!K_S!eWd8E|1tX@N%}z?Nr%yQhalhsF@LTCLci7Wm)&2;;aFJMcL@>Ub#=AnwR$DyGAxPqJr&0lO=LqY=9dBPP8<8`95k}DghM2JKZ=RJSY`X6h z*AtD18A;uOr`f&pa#W^1ulkw~d(t(IjJSoTO!@V|9b^J|Co!-7z?Jz!x7kCCaa=4U zpvTO3zwoq#FP%6W}tfTUh5f!y#}u1&fzE ztJml9Z+-o=c)9CdaL2vig_`|(h!^{7oJRvG_Zlm~J28oKt9^;oB4khJBW|#?j54IM zP*pn8Q+cPSZP${`?b0f8M80EHc6)c@`4}lv_5xZ_5l5GcRRqj^!g-}{rm2o3vF&p# zvn6Mb_d;C4?c1bc-VRV5scW!<6y>UmcHzSfiG0w)%X%2=(&?|7ijCe86k5QzG3YT{ajM zanM)T`T$6bkL;Rx5ofMi_BFTCG_oP;q`%jO|B=TfJs9K7}nHlNrNRy0tX(Gk)4SyxDd|O z#h%AtsFT~@`b%M7E->ro-cFSjI)MG@s@D}mwLZO=Lr2`=t3Ct-EghJqmhZhQ-oI}`SPKjUhp#4 zf5iaS&ndHIDYGI~bTLQ>kA1)KF>YZJehBfD^{o^J+8bj?nXof8jx*mKFS_txh zR)bC}Yzsbe_RsDSd0uY8(FTED5o82`_B-6;HtMsEK zoX;8RVA3az73*q7T}5{tCG_BYl-Fiv@6v7S&PFeB&n@#GSj zN0LHGk?!3)+R)odgm%~i7mecb=MS^u<+ax2i$Z}qO6F`+TT>JtDT2bS2K(xaYZdp^ zd~`mA%K%&FP|=$C70;)KPSd4%2&CELI1hxohHOc3aUT#hCK

MGP}1b=-H=W^cME z9UmV*wLyjWldF*8G2#dR^YNWTp%eyMg9ojO=?qJPzyT#g{A-#$azu5&Ye zjj}o~#J~f)t2wB_(H5`t);L?k5*N}n?%&tU)ht_43 zZb`|BVQxhFD1wj~XB}pg0ysokeec)%GoPQfIg)aA4)NK4Q7eTEz+@wL>0tk-*U*7& zX&3)I9nsw!=Hf@%oo~m1V+$%z^+=ebBf^ysSTlv08}Tl8hHK2LwpP3SxmN_y`Slu~ z6x8kWgR{E1=w0>FNlYQ~=$8(R@0>L_bfT>0Z1ca5#36dm1HEcy*;uuWzvP`=UAZaj zGnM2pA-t+gm1pc8uW^Qr8Br)u1ig~yDE@UIKIp=oG`YLG^TA+r%__U>yr~HAp!Tmm z8R?}{d}?!6I;SQ=`%?dP);^^MfjP}713U7RPgI6p6btgu=I7n1gd>`{T><@=heWQB zC*2x{iLSd~PLRIjvE>z&V!51V>#`-f81)btEPJRLU~*?bXVr|25HH`{PBh+9z3Yxp zee0KY`U4;#Nw)4LdkfgbdFvShBs}s0jIZgi<{>z!4Sn4r6bkGUxoh z`&pvq=|^!sP-cnbr1kH>M*bV$I_yetvX9LBmMZ5=&+!x{?JTTau;KF_l`)-H4T^mZ z_R$C2@8fqSRr-Uy%!TDihE$!d$(}#v^9-p9o@zmh516c_%J{_(J&@5i4&rvD5ly;Q z<(StrdaB}_#@4qIM^?E%bi>1b5JRK`gAEc1L1#k#HW&jMo}-Kxh0406s_kDSB7&Y% z$m`;m=tEmK2uih&?ayJSX2dfgAEEe(uan?Y7gS7UekI%}r3-;L2nX3>kL}bZ##Bp-VoC<8z&cOj7;erLa6zH2bdMoa^V9@&k=NkncFhlUnfNb7o2$jd)Q^ zY{{1p1>y=H^*7tY^`5ecb&(ya9*Mz<{LUdyhB#IlPKZ0>-`Ri{QZ@snGIgNmOxV{r%yvx8C&+X3_HWP%BxvcB)hx` z<%}z|6#2SZhy%?>j!Ta(b->8pkzP;?BsMinj&Iq+^L{3D_&W)R?}x|9Pw!`}WuoAb zWcyb_Pdh~~1iN06I<68yK@SP@FXmRuXg}?lL}_|4bk$25DxOW(j(0@scLCPKcC^s~MiE6|!`^LmljT}27IjX*(qa4{}SysAK z`b(K^e+tq0t%K*U%ZGe<`H2u>VPC}dAPJbq|4pU5Lx}71K(utoF(}(dNyCJYJHvPq z{5Lj#OvU7!Yuz<0cIy#q^aepy?6$0Sy7N*BrQnaLB!!j)J?TJPV&wN!mSg+oDU!jy zD5;lF^SFxW;D$ou^2xpq=MlpMOJDftub;&C?KrR2 zB9Vu_x0T%OA{C79h=*Y;UCFIwIr2V?HgJxmLg|;+Tg~E1qD=v*N&45!r+=pUMfVD3mj|Y64aCz`-Fwv+CF(J^f^{wffw=fyj`aF#x3KJJc;sh(UC>7Ed zIEo}J-&cN%6dzQ229I^Ls`RzJtV+6=5i6d2x^BzePJ^Va~q4jy|vWrxr*|MB}m5t6kI3M_5 zb0DL8mvQ)2&%bmcnv|b|c5dG^66#EYBgFl7gNrE^SAO5ZpXR@-<=c1;L^Gs7rzLsO zCA)oBvBU=T=DZ%d;ZT(lcp+%#Z}90|5@3uu?9bdNR9?P;p8&lc%xk>=W@%Y5)z9%) zN4{7rasDzjB9-xOhjzlfwmu})bDA%FiL;cRinAE1&)dEt!|aSB(Ae)UpHB0YKkK*o z*Kf`ChsU+PJgr4rq2P8wehZ2}Q1 zRy*y;{HHOGW0=F+W(l#p04%@Rl6e_E!NkXg9T7*Ci~oA8eb0jX-ck9)H5;&?^sCXj z%+GUucz(pH>+c%Bi4hHjx)YBTpYvvgs1%kDLp(Yx3p}@ z%FQEztxvX)f z`02!w&-ctzoe15aMlxu`MggSM~dke7SV@lq~XT0rv=PBKMm zkTZ!krtfSG&VS14%g}y;X#U<$5|r~QWEp#}?&|N6cr7om(5>92HLuJijQ^((u(_9F z$$y0igYc5ipQ%{7dW^9VP}G0?40Hns%u6Vb|7#89l)dX+Mam`+bgnzj^d~gHPYJE< z&+_ND`EQh#K3mz1Qkv3{47-tzt9eu(G+wpe+xyQ=%y{i}bz1JeccTg=uGCO1si?Rm zD$35135NW`nb|UU*BZQiYCp+F8SjR|_c&PaTFoNnMu1*Q2lg^?C-FH)tY@iC7|TLM z#r{qD;bhH`Sk;4Vn3OL4ZJ#$aJ1jFz9^b?wU!J^Es-a|7Q4r6sWB-?<)80wU;n)g4 z%PI!?s0syR?;|t&0`#J)KqGR}mS<=np0ShciI)S2(C!?U7iKoV3qU=3l>?_wV$Flp z_xVkmyWEVM>O-n_=RPn6+dw$`Lv_N#n~m#IBv)wBIa84qvI&4&>XYappwux$Ei(`1 zi>ElFTFc^9-2NXa5^oGJ+rC_koAb}KK%S=ib@`Zo-u^@odKO%4BvBeNiCy9=W}!sm z$F8taUz*c=OLYnV&TBWqS1?Pbw3w7WD_#R>&L z$-frVgiG$0E=Mx-AgKj}sW9D9So^)6Tq*7f#~Ej3LN%^r3837Q z5j!KD`OMCEedBiQ1IrIkLWSj&>}kkr)ux+0ERQ@g9Zoc1`MSmObz@qK8Ul=bA_2f> zu1gQT7a0z3wbX)Kb0GpmZhDD;PEaCh$}(lsV(66*vh&421V<|8G#zp#A0em<^*JUf z$y64EMURsm&~8Am9Rlt^5PS6CwC-7t`fT{S$09-`?_bTB1RJ$HO9?Dk&mPe#XEF~Y zbH?vXm~Rj2>R_fT^H4jziiQOwW zLIq`jNq4T$zpT8W%f z?s_1tVKfwa`|KY#S@aq8AvhZYHM1Jvv{z5h6oQ^{M;j!U2SUG*qBE+Av4OMf)FDhq zCvTgA!H4OmQ*&QHOSb!z8uWNSsOiU(IcY)m?*rv1Lkkl{Kh^L=fg#UyZq=4ZacA;1 zUJU{Z!L`2I{go=3VmJd8>->jilmP@YePYu?uB@<&TPxlty%l>pGOomL4S%$uQ zb?MX>7dFE%1G9&@{R0C7zNAZ)YoH|mHN7}mfh%P-OMlN`ye1gW{K-s?u(Y|}yROc4 z+bC;?ZEz*)*MrF6)x_qZ;FjzNr=KnXM`ouh_qV@F95a~7A#%={jKIkQ|GzPiFd6&m zBh;mUsSCP%AKY2EhY+f%F;eS<#$2RZR%GF;SFb+(bX6i;nWR68k>aXV;PUrcZDB!9 zC^SFJEMf7Lzx61nRLHXSIQe8lpuL-oz10hQz3ne*t0n&8ZKc4yPAj9Li=qW3W8zO#aRzS} z*$XR8>u5l!ueoXVchG)H@37Jf&!7y$lLg8$ zBLt-?dQW*;N)RZEpv#YuuCg5Rr$Cw3`u9ZmQCR^^puL_Fq0|RIsjEjf4g7SZ33~-v zU~4yP&oF$He+|vJ_I?wxPsf&=_b7-23^=NTJR*LW7AO1S%2=>^Zh!qLnOE^0ZMf4y zzE%uDr;iklD7{uFT_h+&X*c0eS13=v=)E*g`CeX{ql}dM1Zw(E^^l4s)_{|-N9^P- zU6_``ZXjlN=%_U@epWLcy91jVIeIgRu6-P?EaQ)iC(PoC;*E*`fpb^CHRL5;h_bk{ zd9ONtJz>RxV&=EL? zPxM`&4^*nPuM@!85Bh#n3PkOaL;ooh4YdB<&w~_eLd4@i{w2km4sOW1vXO^&PPt)x zdPAHLYt(b;#VPiB?UPnC!(G+;((#2_%#Fe~@l@Sq(HG?2zHzV51}4>O87)LVgZK|# zZ_#|Q5f;OX1=UtG8Dfo>+^sR{YErs6|6K8A5{6@Xk@~fS3QP1Z%8o9~|N1?jyyuTY zihZ9}V50w5c?@-K@EINvrms%#4fYS@AaVb#{W@*M%|W{-1Hn`}r8sXkD^{6I(jvetGwKW*_sB);jz3sg2z%^03w zC-($}-$<%cuYl&A-=dr3$Bz;N0;Cp+8HC$|BDF}oBj`CjiLlqAjF`WRMH*r*cMf~) z5Wq?qc|Srw`21FJ!w8|=qQ{}+@GPH*#(!MY!}|^3MSP((%%e2p+%`5``O@QWmRfe;6H@^@ zx^{sMn@_o`6+pK=|H!Zv{2ZaP{*ZJJJSC_^VE69&U`_Z6#vZWuzAYyqGz^E8gqH+P zddsHKnu|=b&k*Q8z1x}o;NV*4SgyfQEZmL~dxK-qK=#TNS9lBLF=iG8Ndx90{E!yQ zyz@s9F*V668R#xHd9i7FW#Ue{F#*_z(4y{E*wgDpTVe&OE9Wg$!E_8$?U^_#4oBRQmcV`=zFt+*`(p%$21KJesC#h8|_v!!Y^x z&8Yl?bJt0%eY8Pm>%nyM*=&vG*>12TlqB`>L6evBBgR7?c-A@DCxEqUia8<^bJ|6lnG+FV9W;taMbb=L{Bt$f)$-1&oz!M-3Ht zb!Q?)+;;k%rh=;?9K#^cf`1Xt6O3vyu4e5_yj1Try-ih?9Fe$fIOt+eWWy6W+=f+v#j9LQ0$}HhPu-`{H0l zwO}y&+BJJtZA71KkteSG1+WGf`r>!(qHtu0scrPuX}1+ywaY7GzQT|;9j%_7(m@4r zM#(FwB*T%AM9|4o8_8(ZwjmQhOh|45(zn0lCN7$U(;MKIz@RGhzug>_kpoF0`UBuR zRJ!Wyi;C5$B&B4}td*AxvwPjRougqGD_%v@&+e9)#?;Yna^>?RcvZeM06%Dc4C6| zj_-SiE5Il14PIGq5zUW**bZ1AQW_lw2WSqb>%1Gp+fO2M<#Qb!V;olnIngXg$>7Io z5`8cT_0)ZyqnQpwG~W}hl?K~~v#p4;u#RIDccNOTl$T?B&S|9LyiYOV-2$8MYWdYJ zODRxM+aBny`jAQHqRE6ZVt{Q;X!y{qK7}Iu!+aXEYn&QC;#ztVD z|4w~wtw$y6vC<)($Ujmvq=;|O(XZqNHmb*SuUV)^u9+ZtTP>uRvu&cu53Z5aw>LO1 z7ZXJ`IL_IGQOGVz$%XQ`$5%M)A%h}_ZspEbOiw+0SU89~g6duQ1NfTeY_;gVO()^( zGWNkCjw;9R&s~+uJg3Q+Wl_xGt&teeBP39`A(}1kN=U$@13RS#?g@;&`%eqtgZ9|5pWpQuybItSLdII^PKpQYF572mY@$g9NS=Jkpv6_iEe%@eo z{+DmK;ouF4?(fg^ArgoC_Cf4*w7a&QMc{Z;t_3L0iK9ZpHJIS+HFBzas8pL{*dpKN zQ{49koaIY_9##OkvA{@&r%q0z?xrbTt)v2T51iYz@-0KxUPNjPG{+q z{)@8E`LdQ9uz#LKDW-vA?)i)e3cQ<{3VWH_iSC!2PbVCe5sa4`B1P?|lbOe6v{;^l zae7|{35Q`t0DJorL#jqcA|V^yOVdCaG4gv`Jh$QczME89 zfaVR%7Hll|>_8a|3E*M69&qZb$}iJRe{H31e#@XtsIv0@2l9B!j&Hec&F~t7Mu+Q5 zr&({55!9sKQ0^_tOFRt=a3#{z$K4$AKS*M;j~N<-t(uMwH}#ts7LD8-x!b7%RWY`; zJY3lmPx55b8`uuvSJ4DUI$G&!=5R2P#Y%ui>{fV&`GAGsj6r_4+4{Xk+-n6ShX7$T zU++g`m^k^DLfOz^eewW^I-#cOM+!^=8|?{6qbQBD9`@8)Of4FAK>+}Lfd0MM!0Su8 zYtYL}Jm}pbpgdw+>QldGOEY6-RLVpC(@PKrY$Rjg8s!h{#G`2IbID-i9n)@G2A+)3 zO9bBaAQdQ8DIc{7Qb+4wl{3zqff=qsa(81LtxqFSHzG(=yUm23(|ato^AaB<|9Ht$ zcHX54fo~}*`8;q8WT$jmhwGal&Eu@GgVG)pB2OrC^w{6uYD~!#+Uem(PAI+( z1&u;BW-V5e;`e0-KILAC^RICT?Z6b5$h*G08QGu{dCn2?2uKxMIr~!s2vI3%WaiAD zPqpy|yH@GPk6+!`T2&m<*fiQ>NoG+l{h3-`%kf_`7P#YyVqtb%{#bXt8hdl=@h3S3 zH*mCJ81o8>R1uI6m*x#(nHSUR7Kwcasi2oJU|gi=kiYFo2r z9ACY9w%7GT(|+UKnrLCur%%Kn&y-|CXd{C%ip@)LzZ%e^B9)FapSK+UxdAVhkTR;G z)3^UZ@9IB29L}$-?xCMGt@;Ys07QY5`SI9D=mAiky_GAMNd6Be<8{6Q=9_g9h`|Gd za7}!YOTD?TSECRXEh941`Etg_ZuNQ*JFLF*&R?G`nMX%p>}+BRUP?x$m7KKKH{?;g zF=|OYt26vtX-hgh^~sp|&pPR9*&6J~S*zTZq(|zRkm2+HJzgMu(B@79Ho9;>eTCPD zp|jKZrxhXUl{35vWZ7t*<+pfp8p-R~5lD&N+(}nstH?cV4)yrg)J1c6M*xFcHgQ8}H2DITr)y%m$@}$yync%&m6D)M6-0B9 z0uz_uBQ`|u{^w&0p*q@uJD+TP%Sl5OK{3LwG^gLnZpEplj$&;`?HzQDZq82<@i<;`^Mqm8MC52tNQBis#{ zP{c*?PUcbCRr*dggP`rBA7-y7;-w!&eeVL)ttx=idj}C?fky}Eu-&M}x4h~?{RGiK z$AbtLHf{c`YwD;_?9^-6q?!PKpVw%O5H~E-aQ7bVHZ39EH(AdJ>XX8dO8~RB|BVBq zHrV{V&2btu#lOIpfb5sA{T+_t;QY(P#duPO3U!TngN>{39!s-;y5Yqeg`>;i&nqxT z8+O$Q{KHQLyaeb^JU-oXnnr1;01*8e&0wkQ*q{$P`+|wt$@uFI3Nj6p!5Er7sPTs(~9@#peBB0#6 zsXO?I=r?ONQObhtT$7_PM<+t>MTS}Ss+yingL!?_z$u3z?aw767?rWLFva9i&)Ks7 zu%&lNKHErh?730<6}J0Z!`!%inE!#YD8W*q}^zZjD5(y^(=0vE0~zf7~=wca?% zb=-6$8lUGfmvjPAnh|5SL|6DRP;?-%hRL?)QzB$!!NTzZ=gQBjFUb0%z*6^kYJQ0p zAiC@cC5|3Ap*7P)tszMFO=5khDe=a}O?zv_UA@A!?9(|Tt_SarHwiOSoWK2ZjP`3) zvj>sb(C@u)FcV0It|ghRWxO3}8IecEud^IF6*#IQvMP>|jl4|I{J2{NI>Y=_i+>PS zL&^A=cz3w5PJ!}i|ePB@ZblsdRy9b1>OEvq_ z#kT-XfKS7Pxbmik>OL&zY?LX1$b1CFaS$`>@g#p-E4b_fK2J1`X?^YMwF{4PMlQ0y*5blnZ0c8^AFL^Kd+6M zvr5}^&e`&rK+VH%_&#}%H6KU1Egs6qhYf*QwU2;gCS=5BHZEr8|6?kwG-ONPLJ!EY z7hX`5-*Ey3CsYtT`Rl%)PJ$Mn586WbwcxVQ&5122<-EA;-n9-nj~ zF{jz>jmS$Y4_NK@U7a~5Rlb={+(Ao~rrfPALn8+)QAYOwVhWGSl$_FscU#=sUo_mm zvW)Vccui}*aW5e-9WLShK-EbEPLwxW_ksyt?Jw55E8lp7j}I&RGzrBzmY0#SM?5*_ zZWK0X{!!>G>XhOcCa^=!w$?p1G&6e&R(X%GRyv)=Lh|8vg1+z)X&^{{_zrx`1Sf?BqPYU z_OC0)O7#`z81{eJ&2pF-0`c@C5C0-7dzLX?y+%jAU|7o&N`SFNG7$(V31u`USsH)~ z5V4lLF&@iO5J|#16r3)96x(-5D)_iV_@S5}b-GJAgz{+&bN9gC>~f8w8;CHSiWX}0 zA}6o)Tg8MMNC!qiW}v8HDPY%IWR+P z%!nptppYP?h5`^cgh^&u(O~5?Q=r)z$JzH5UrH^!!KmTt!%7N&11sEoFO;r7m|29! zzU*c}F+OTZ8bQ8z{L8dza?}n#QZZG*C%rlz9(_NSA8nuh!1XTl*0J_fIAD@^5VjrG zNB3t%rzqCkn?kN;sda75_Hx}Ce(r!%+`~%1i6(jfjJ_dip$x52rbK;?rRbW?m&)GTxcG;{0+wpTxlM!PuU|U;rdk5h{gRGL)^@VMC zRx*IY6XVHu4q3oFdOd;o>k78Olod2bHXlr#oZUe(NEZ`X!lgXQ4~l45 ztO1wLksxLVMpp?RLUKezRd~ULR*8LcK(1yg0(^?F)WZR+Y`-H_yS>mnv8?`z2@V3q zfIKpZFxNnpR_N!A>c<)@32+#7n5vd2Yr$Mjn&0Z)ML3qObnxcIqpPDpl$H>rzgqo= z8lliDO5k7*eU(5QeR_QyS!x&P{sg@_4y|Giqs^EN>x}+s9PPCV2A|5Wo*TOE#O0LD zv#-B=Myu-|0%DttI0CPG(b^g=r{QAk^1}7XK7gB`*O+gwiA5J8vT6V@JOa19&-di4s3;9aB@LH-d3bxJ(ApnY+-N z1HhGI)>mdo2QPXPGNKDDOT0$&g`~B`!MTVq#tUByPI{hj7t@Z7O$;$!z3Wmf?vzx; z#Rhg(R!FoIp_UDvEfT#Yj}Pi}&&!775)oqsUa??zQD~r~EoV%4lb~(DdbBaLR_Li0 zX;b`Hb1T%;k8&ge#z7@ze(?5XqJg}3&M^RQL2QP~x;)yV33+79=yx(_?0HOE$aSg2 zH@rN&!_K-L1qy=%z$Nex6gCs_NI`_~6Ol zfkhj}q?awc4zD};m$?KF3M#i?PK^ST7;)`(k=0WpiAovh(n9Tfn1wVxx=?cS0L!z_ zi7a4%miB&2npo!ju1y_~t#>akKM_RxlPtwyRunN#T;tY_| zpi6=#iU(0^r=w+-ebnwFjTh#inZZ!2>RGTUhgMe-%Uo^rA^h6qJ}$-%@g z^P8uBK)UjP0l7rK%lE(iQ^%h=tQQ?U{)Rc^Hn2Yyke6Od5qyHzsqYgpxP6PJd-?sP zC+9f!sop=EtJdbYbIMxpJ7ufYy&2R4wh2u?j&!*jt*89)*CWmmQ&r=AiPUb`p7}n0 zb`#%x*=qe7!6V`_@$0Imf4maZDUp=YF|8h`R9zAHtsq3Usymvht8$!wcC_VPuMdV3|qwaV)kXBTU?=>*!x8^>t8ZVAx?tKr(-_HtA z!659MrUtDlYZT3jOL?VDxmIA{FP0ec=6#y|TW&v(e{Y`#1M$I5OhYPfPIA)t^T9`? zSC;C;@fM5{eJM&O?C|A(F|7_iMTqGSm5b`oS%)6yc9Cy=rg|UaQwBwrk-~NG#^%A;Gexv2~AXIkf2%kiW?{p z&0M65US1V>hx;%%Ijn7MZ|7RFo3nnS<2*98G-g;jeE~{2w@{05)5Eue%W?IeC&v=b z4{Yp*zbZYB6$Uo$A(=q-{>MXZccGKbZ?rX%-OEE^RpkOE(dF0oEU4`)Mil}51XDEi zI>vkv$DMI8q*D?zQvTSvg{7OZ%?$QCK4E-fIL=g@n!9!Jm)-n;>5%3jIHu1V#>dAq;%Lt9h_MoGxMI%>Ds0YZ|I0^@oF5t!TWqya{67Fwoc8TO6S?a#yRRxFl{QW;=N(PXtkTyB7upShmwwLmzR6k|6 zI0g@uMvM{HXmnPE3ahH|XF|!c?cCM(>4sPA_>li&Ehp(EVbHMR?OBv#nNZDB4xi}IQp8XBI29;sfTc-cvprC@-6CngJU>d7Dw!)(1(Di?`HG z78CdYB>MJLUfS6G@k*6HLoce5S;w5KEhQJ--mT7=yn=M8BMM--bCu+M0~yBw)2xS3 z5=$?9_jQczQ~Hk$=NjI|z!8QES4;(EdYjgadt*?K`mJ;RrwJ|@8|f`%jTxX~WnE!n zOg^N0lxRcfH_ykHg@bTpCVQL&MqDKpvm%Kz2A65ZRoB0L%0A|MW8F|o^{B*Uc7~cj zFX0*K&bnClEMzyrIBxGwdey^?Z@HlxK3W}pN}LJD=)@5P6~|m%aC~sZUKg4O9QO9~ zR6k^=4BwM8skxg^GVR{qGa)7$;dfrN^LYPJ$v1wl1-=J!D!IIHMW~e8T{XpZo9z^w zM`{k=rnSSBnjTaCsa^A~o-Or9HpoHVuo}DkLjU>>nD?;IHMUOby9a1(i`KN3jQ+sjuSl_&aHUHy{`)?XSdGzU@HdzUm9#X%ugRbwffA zbTGDW072N{5mAXY;~`^?Ussm$bNhqC^qo_1pZd8MG{b5)W{M;lM)Qtd!QGRWIK0C$ zUfG~o2X{&SK0I!z!0&8J&WG;C-;d(P7J~8D$>9fO=P@u* zN*x~6=g^F~m4(;1s3elV2FB=;M$B+D>D3b4c?{h>o#gQe_#J{MP+4<$4#3zjl`7}-4&}-q~HtDK0+xtJ!MF-QTt6+J7uyy5QdbI&?;MD6)$N8q9pHT$8CVGBUdTfS9G*W*#%~ zod{yJvwfxM=t8Y{Wyv90-#nJ0l-jKrGpz!b$(GUShv-yO-dN*<1q|%mvZd-*(;-*2 zds#@EXTOfkR{@n4nlagjKJ0msys_Nbk+$kE78Mc{u(jkh3GsbZGZfvkHoiW8s2o_+ zt6ibd=u#f~{Ou9RU3#+9C^lLW35}o)6ME5trGW0d5Iw}~&}W`BLYX#j6lNYvX z$(4~~stFHLHBzEI@Xw*V2)nJ&OoF3WUd|@x)7vCNQQA2rQdnJB+wDJ@Cm!A$aZsxi zTXO4DZ@zRVc zO}|lw{;O5n_bfquQWRu{C}Oo{NizY;)rN~O2>I=L^FZQa@&ayhiOyVg$ohp(%OF|R z_jBz12^Pge3Bxy1x@0Zc?A+%TzS9c~tX%L1PYS#~ibfbgG~}Pcxn-!rFer5S<6GN) ze{tR4kqCo~a~(^q8FH;`bo=YML|qu%x$w@rHh>uxlq#DpxDkFGMZ?MW^{U8?4U24n za7K_((k@usL{EKTnNd#}uCsZGJgq?-f+5it?B3CUbGW1jp$3e#8CL8&-Ry)sPntLw zJd5#U*~c3MTq#f{kak+)*!>`+^<#`iN}H9c3$t8OIh65m zlp0~K=<-9lfzX;~rDriIWU{Z6On8TTKYoEfI8_KQkYvXKxMfm{e}RRUI(raseWlDyA79#()N@Qdy$^hkmzp=EN@e7IXg%X+3KkBd zuYkowMcyxPdX9aBl7yiBk7k(Y`|9CD)f9Kz!avM+1TLW;jFK-VNx~P z4;&9FA`}Dp3+4*a4qKSma#fyhYJB_ndy84DFEQ8_+J1EAaNdSF^9s5Gt~}z%Bm9G) z>wI%5bA@EV_!_p^jyyoPDq|7znA+!K*I1FKMxnCwpJ&lhPG@9e6$d#z@ce*%fe_N~6BHM5k5`)JxCEwfksr9w)T%R%CINls|#1#o- zb*RS0~PO^;8w}F)nxuIq3flUA`Q2mT{W?o!Jj*1ig1oLX8r5 zbuxDt7ljiyK5=tz|CUZ&)_ysxsiAYsm4D8&^OYe2r__@3L2eggD^@W1;;Peq_zG{q zKa*B$T{O1P^_If&wXw-1+I|giwFf`JxNE>E^J0kZjKbasx~-Y1#+h&5G-{cUJCs_} zJNcubD5{_W0*0mSJyBjG`(lrkUz=y95$_s1UOMD+3Sv_@T71c`K5?n9IV6(YMxo+l zP0)ehSYU+(q_196U}5cnjn`@Ppci-@^C#-C$Ssb0_%`(D5k4mx5+ED;92V6irqGuj zVGB*ZP@LCfZOGqdp1CSrv(0Q`{LI?*xPIT)4i;Uqe`0S_B+#L*p|bK*AUrWDIOA?n zQkcl%88}p_mOb5a&e+2*O8|9uYcR3$9u)w6K@tMCaUx8Ef!pelqG3zg=PpN{ZZqR& zUux7+oWN@AVz0;TFnH|Gx3~O%D|n{P>OXDxxViAX1M@&xnF@mOjOXD0L^^B zIlf7G+r1#0v2xabsG33x6NXbb@8_I6N{ISU&h8Sc8uYdD=GNWt7{h~yr3lkarc)(j z3s;l=wSuRo-DaM-)9mc9fulfD{(AbSbh?dg=GZ{P7OG-o^(Fl!rNaYPTfnE)O(#*6d2bc2rACWa{Wqi-rgcNp;|y%+Ul<3r(7ZM zjDw-G>9}9`eHdRt682;3Yo*0_W&027+(7~%%>>B&gfXFqN2Mk_<66AdTPqU_FFJgN zpUG;~Uw3L=UZR}3A@EH$dV!|lqx?MLJ*}nv;NTmJX_$zY+{l+IcBq5lkT$BFZ=r6f zYTVxa!91j6X_sH^R~mejzi9k+nQ@w$dGVR4bOFTiT;p0>56#iF0n3lehqenL^)a`A zko^B>AW@gu{(mP%``eF9(>v(YI}J^YEe-PMBHPA=#}V zxTo7!gM5l05SuqDI7=}N52FCinB!pJD1l4y;7co&lwjKA3%NqP+E0zxh*0Li%0@vi zhBVP%1V7#xr>H$2u2r?uFjuk4!Fsy+O*BDmK)(6c|6CA>zMz|pscv0yR%fNf^q+f3 zKJY=km}|2!-1-5YC}qwN)?csmJSD6R2nr}0vcOZC`Us`0m%V58MNIu-9BWjnm-Z!w zTw%-E9=CFB=G&7SYSzCg@KuMOBN3cZbiUFJ;0--PPC1FBlF z?)Jl;Hr`?`zOO_pj4{boCa}MBzwivl61yW-BLZwm3V?~gP1**R?X;TUV&k)~YzWmmNa5cf*LusPR#5x7ixX^U@n>}O z1-R&l%aOkzrg2|ACYv#U?CTI^_Njawb`)yZw!SLbq^H$Nb;O&`zb||rw2cN$BdbX1JYjBkM0?VH& zjj2X}$aj5{zT5qaX7JQ5BXS0)I<}@_{);xs)iVxlY&$Q$UEY?UJ!{ zE{^Zg9meVJSZLzICXp}~~4xF4}?r>gJDFZcBtiW<#CbFGnK7)&+^C(CKu>l{%;M_yV z+66e9(PK*jYiIqGQfh!h9%V(7c9#zQiP{h(O}2QX_5z#3exGNg__RhzxnUs)8~dV< z&;AF?3$wVls+m)DHq^)N1oKv^1q!1!Dqsk##54{RT2vl7RwTp7$lcoUSo;Lm}sa6=3Pb^c25ohrt!FRI+z3$d5??)958I=O8Ng-_Sa znSbH7tWj8g;xl#DKRNg$0BSRoGLe!-O=PF?XX6%*x5)mY+NzAmrvwG2#uZyISQJ4e zN;NY@Pc;NtZS+&LbmErNjd}eT!?5;e6~}BLI-aD-P2?f|eObeH zZ>B<8Lw5c`{iltlqvfLwkHfwXds~p?nL11Ou42RSk|uYWs`~cH3t;CNnf0@{I5^(? zW+1&mVf_TeEO85@ua%BGU&%4HTaBRAwp{&u^bU^34h3jLz&Pw-Kau~1 zzgT>X4UbwsX3pYfS84jjm|J_r5+u~}_X+N>{Hg$U?oB7LsolF&BQ3aPH+(rSBqu#n zee^z7sX$@+ibx9P2lC<(TefWQ68Q{<1g`~{@JIv7XpC3c(1r|1wQ=-50c{??p z&T^vHLggHIz<`q?JCj!pK-PpPxVIeWxwe>I8d84y!3FKxcXemr7)w>aCnB+VFF<~O z>=VSdYy03yaxe)Owg&Ik`6<0m@V{4k`vIasRwhsa5n@`G#PQcV8c#Kp*tlAUD9&?T zG^It*Zj_7|l4s>JKU$Sf__m%-JiG8+Qf)J;&;;@cwoBN#ltwrgj4hylpUDX`y=nUP z7D(lhFGf88YKv+9j7Xk1qH-h<_}yoT=WbeAb35Q2Ox#VW$RwnevsgA48OkQ&!9W7o zE9vMEY%+CRIlY06IkT)G>RIMLv(XOzw_?H6!bIi70bseIX-}uM$c<|`m99<)hx(-{ zQ~>v*BEoGh6G6$qmsmCyzT}GxG?0#Y8rR8*Ew~$6jZr)a8Xou*pm(ixUUy86v0`~pJ6V6oLeoQOOQYf$wp~Z zo5csg#m-q82~g(pK76hcldvl#qz8@usJctFL^WwbQK*(q^{$G;NtFlZXBepuW$jhM zufMYi{(1xZ>!lAkIDQ;hFi_Vu;^V zTtwE>>vVLQ6U>^}kE37l)_GP6Tm}9gxzt~`Ax(=&LeOp${SEAPcq@2L#~a^-toG;m zE-G`ocS0*0bog!Pxdke=+Uh8l!1c23aJb|3o5cA0F2OQYl?F9_6)aWyDflja=)1I5}$vwXR z`3@lIA@UZMz`$8#Y9OQ4g~07!esLgxlntPSPg3X);iP;hr`X#ky(I}s6hN?xwL0`| z&@YCNd>O@i2f6j)ko;Z0NfT7wQI_#_OudJ5_?wPUKgi%v@`1i>qNDlDu!&7;c6^<~#{96p8gcl&F|!kLdak7z06;~;0L4u~+Ott@+A-Qe-?*qI)(O%$nBJMwSq11Ck} zf$A~s9S$wYOV9{AtVBqJ&QFl!z^4`@$xSN8*CP6hi;8IZ!3@MP_R*L<-G?w1yl)Zo zD5f0(%sU7jh~%ap=n3u=ZMv_;7}or1KLfU))%0eh@$#PAvxhIT#37|eg*M-VLG*lq zJ9dtNs=Qlwt540syfIqmAp(K7e!*|HZ5pXJPKs_bhjC8r!Wm6dM<5li(_-exU<25E zh;gUTU|*2t9Q=p`G)IAXHFH&or(}y;vME>bL@`Z~s^Po(=!5%ou}AJMw8!_g7>CTn zNj-+Fkw<85Gw|FVLi2d>dOv{Z8s7S`>*ABHmAH2}{utm!fa4U4otk*{aWZ!rlA<&J4B9%SVQl$U|so~ zL$2u}^b3{Ez2iwON~_i_r}{Uk$^K^X!_}L1put2~MKIpnF=!-H<3+Hzm6H$IdOOam?3AGEzJTM1^heY!2`9GPDA)1`asVwKiI$_9;^xI?LoEXN@itI3S+Lwr4^YBac zg!DGr6gY>=qp+uGkH5|8mkLOSUGFSS39Jw4B33Bw-3v}4)gg_oHWPpqNdh~TKfjKN zvnXauqV?PGBDz`-zw`}Sh@h z40^8jw4KUKTk|G#-R_D}?RbJc2xoZo4LPmCeY-Kl|MECPy_9Ira~s=xNC4MWfdI%E z0ZOIz&K_>iZrB-0>eDOR_U^-ARX&!7#l~M}aOW^=tC5>Wp@gFNp@uqL5C6c7s zUzQy%x`<{xR+t(qMnXmTY5R-vUFjZFL=)>|f~2A3wr zL9jlH+bMGYg7Od9yR5_8+Pa3nU$}xti#6Bko`bmJ*9QBO3Po82sZdsFmh8rqgxF9t zRwt3l&DZ+r25mDV%;C1OrbZZr$#B9ai$0qgUZ=}O+KnE04X$wu{s4cWqGPk1mI&Xm zui)~T+0lNZ9$s@WHZtmpG=)erQNdH_7d75{qE3v&4yNHF+tx)V@FWcB=}zhy^-^_P zPK6#U8(-;-yWn;Mm@~5>6E&%M?D2Ogkiz~9ic>N|&K=8!WQ6P#d)Ah++(onlx6u?P zhEyRc6l{Q(!FEWw0RwAQ?qDCUP4t2vSiS76#l%A-o$)%2 zL#u?vqadJgsjnj2CFiIMKp@QmSIIcUap1PKkYo8_a7hHO!bF)f-VjTC?O?$qZ@#^5D zfxC66E84y@Udf;QYA2zA|J&%u$lMt)hlZFwt{tEypSkbUVJ{4Ryr}y!MVQ?5wT|$! z7mS^UV<^Y3rHTUJUWH!Xs|weE7INETK)#T0PenClBR4wYE0Bw_R&g8>m#$@LU{Zzd zkNV*d)arrYmep7$XX|TgeF=96q=CxeGMNBDG2&IsS*gzM;8V*20lP!%vV^X&V*s-ugZy9f43b4>Xufk!x$Iel=(zx}7sR>>yVGui;hgmRlbA zSYzrZgZtOlZM?5>AwZW^U1KzyU?W$lf*zD3maGM+7>>HSB zVYJJoEOFoSy5=y7kR^?&4@H`G0>Tc7id1_$L8FM&roV$%7iAktYCVzI=se?WBA z^}P}4l23wi-XHJ5_r#*4va<8ck=Uw#jQjis0)ik0b#I$_nhlzzLP9i4YEy?;GG+q` zB>F40f;=JZh_Xw-3{)xE0!;Kh=;ej)fk;wHbq?XmKBPk1Z|qs}(~5S0_#)pQg82Fk z3qnywUm$Azh{w67c8{5n7|AOXo2yd)N${TvS7z=HCNT>74hchq1@%xw>^ba5n6V#8 z9Z8@2NvX=vA53oK_fD^CQjx zY47TjUVt=w_@4<Hry z+W(qw&`o=a<13iOY@hgFw=`U0r0|FI!7c~tX}~jKlXySyP>?(5Qljar5Xg$ztf|N63vqhxx=xLJ=mRIR7+~ zbLv;sbjKn(?J5F2$YcUBR9&V460Yge^vE`YE9bzm3txA%oTRw89v~o$s{{X&f9EHM zv-ag(DrBDM<%Uxk0DNT2R3kxvuuF^PzAy2y+6&eOr+a_&#Wb=-;h8^hUfC@xOrDl?(32-#80U++ z>p%o;4^YAqw<|9yC?bbOCKkpACw11{p|Xa=gF|e3T_4C&Gk6DtH;DgH2JMMZPS;~~ z@DSzyZzq5b$@Dpn=$Zk!53unf!1=?AlcxWc{5^b=>rT1bNDQ9sSW4IPD35D-i~Xx< z!!D?5;YY77rZ9I_u$cXJ%A&m;MXDe5kL->JQ1JWZ2>bN zbhvSH;`yh__BfXnDHo4;OZ^Np+>DeD57QyN2Vf2j`+QM`q8kco9{b$?M0sV6^S`9gW6-4+hvXY~3eNP+7jhNQsaf-2IVY0XDk) zWZJ>6UO}9~m)G?&0KcIbI|0pTA@Y5R+~T~_9}O(VDO@X__cP{MC~#}G>zd-RJ_`#9 zzweOuS7y2vZLo!_ib4`~M(L^Q&tpu=MWPi14{u{c{=8B9EB7~fYYTzusjiWAz3Ubb zlYdGpv_8&vUWgdG`)LXF&M}-=M&Q{z;;SsVPEMr%&guRsXgV?JGJA%2kDw>U3pV>B z4QcslyHic>n_qksqLjv_J?_k(Nm>aTJR2g8K$B_S5a&>fbu1Lp4{U@^13m$jwWv;> z_K+NwarVu<2f9423uDH?jls)p_lkTG^4x5}dfSIIyuxC9|0{ieB8b{PM0J231we#f zhyOgq2Uy|%qAr?+1Z6^o&ni9f#;NahJc_4yw0Hdk6fKh~bv#}P6hM;SW;Fim+qZ;` zTnLna2rq>0b7{~ao%w)mX9 zfG+y}?Yo$j2Y%qFg5zF~^nOIJ$Pe@DQN7o)zj)49?)xbH#!Yel70=QCaL{w!q3`XL z7EF$Qtm^r`!2H4G-?(yp=`5pXlsD%R{rqkq(Yefg@SoDV)+Hk20tk(d%3; zGLU<{KzIs8cBiHAEiC``O*H%FLoeriZdoDc(wIFZ`3Ib&kYu>2mAO`oTO3F(s_bj! zf}_N00e+|qTqX&?5mZ1(mF&&Vk7g^L&j@O2^zHsJ&|~*5#~0b;g8Q|K)E|ioV83(# z!2zKoQA0^WDfQ*sMKs>)PUN={VQ!`445kZ4S$G3he&s5W=t5sk$je>vz39eKdEJREz6Tvw^?Q(Rk-xk z7^k=|^py4Q>eeL7*+uHLJ5Q*n7Pq2#f?s0Jjd8_%y6mADga0~4w$h@2oT-a(|EYLQ zy+>1OOEe0VBvKpjWvB3`QK?pusPWimwE~3==TBHpV%=rkh9`Mal)4p8TIts_^U9V< zzmfyG%E;9fm5wYhgkl=s)MMsvM6!D(lHJh;pviKOEzgylw!dp<%CA}J!TI-P@0Vn- zWBE@>ngvVi#J@5VbS}N?OFmV5HG58ds+BQwBh}=jlJnN<7~EncrdhTNt|dna2RVUc zxXLvz=HqBW!IVIEv_TMli&9Xhv6PhuMkH!f3Ia7kW6z_o2?yV!?I(me^>Y=wvo*|$ zMd6g8L%iphagDn8cdsV9$%#z;V)$FhdF{0-W2J>7-%aBbK&N_B`y(^V>-KZ(0ZXf{ z4WQ=cwj(fS;HQZNUP$PvCRQxfOC-a^C5?iIJuxY)+cQwod!Swfr1Y-(gS;1z8I7|^T8b# zn7o`+C)51)-mSk&bQ{yhY#(>-R+s6&J-B$xE84J`NX^$o|47M3<*>4l~ zBIv%rpr-m2tmmP~@8XqQ*XMU{7da(4tCr@Z8)6hl|2 z2IWYMs)|0_*tHBAOyov0Ku*nq4_q@g@b*I2N3M!>7w7E;smwfksx$aNZVsBTd#L3} z@huu_XR0^qI*vZeVPk@0t$Lo35pAp45@7{yAaBP^2)3*_-oON-`LGIlhWnBWc19uy zKM8*AaN3pPk1;>R`pdN1K2!%qO9~oAle9b{?UWy=A()D_B>Qr3bM+@>E#)2HvbqVS zUrI9JM$^+i|HWHX4^mTpNwO$)B8x2A^cMj&q#YSIW>@I)^$U<%gc#e3dP9t9PgfOh z9CGw{Ed8^yUGsP#fuMn8=}74JqC#H_bV;JeiLZ=17%bTsl9Qm0b;Gk;3ypo~!j`Z2 zluMyQlWsb|grZ|RdzC`ZMdSk*$^VG;m@A+$w^U(!F0F=aF*O)FDYbq1gTdSrpG41% zTLnLvRU>JURuS1$9Cw~MuAhB!Y`{5`S>VfK{X~)0ul(Y$mf~mn8wyu*piyCQQfHK! z(_QQxAy!+J9~c(=iRGqO%)v|x9fxQ(?f?2qvM*rnjptPw5&!!AOA+d;m0+MoPZs|k z9oOBu%dgd)e4)F8+taRrf;!VmX;`pz2ztq()$|N7BTfRU6;PqUH14g?mkO)lRg$*L z_+2eawgy3xRW<^1+s=QlOanYoXS8$7u$GmO;5DSRr87P$GX(?Ov90@;u8BN5+X>6#`rNojfQk^>$jP5rca0l= zkPY4ePAPi}iAXD9;*j#yyOGnWXmI`py#Zg!&Tf3J$1lrcnUgb0gV(ywTTV(lr#_ChkzI?UfMWvB>WyXS z`pDEU07l$0z;IFP%Fk zbTO+(HL5k1(=R==c$D8_gCghizZ5tgSP7V_OEwb1Zt0v&-y0ck(g%#*8kG#)`; zu5Bw7L_+aFrjH@3tCbjnFA24L5>{ElzA|OD%anTA^7!;I=1YQi3o2@A6tNWL586zNqHt}(s8kkC>d(`F@Z{i#3Y$qe zmtzYb@6L555I1u_QaYttYPi<9@&-VS!3s%fLtAJlZMVGzpFN8tlFF$ZJ$&xlOi(9Q zxc_H`(vLd3IciYFREw!s3MI_HK`h@k5D>w?WwQIl=e2-m7fL!dy-`v+tIql9!wn&? zNCeeTj<=<)pV&yzlXCn0!#&oxX36v%ypBTVuA_#WCU=)3exA$C_o1IEQUowZE38SE zF}UiTkyH%_3Wt`s2PbAV`?A-ZH z+KM39$=cbHE3d=)UBqZcfomSq1hbXV1+VwWc16$rBnN)-9Ceby5HQr&Q<>c0+a`Ag zPlZVb_FU!UQ5sH?j`@D#wEsO5FOzdoN~v|Qxh6+2Z!otCQWFfaOUk}XJuZ#+Hzt=) z2AisBTL&8hy8kde_wU}@q6fvI3>n$Fj0!PvsZ0IPr05v6y@%K{$*Zfyo(u;%m1ca* zc}kdJEfPdnGjkssYVM7DH0geCLkWv1G&3*jdd{XA!!?Kv@SPx2uqVod;s7=a<6Ot^$0WJXe{4g19f_T+Zo`#wFjWSeN*%GvP& z;Z-a6e1#}Je07(tq+(^J3`o#s^$Y$~Vde#f7TjtB2lb0dp1#f9L?LcM06HWg%Ew~Li zo#EwLUf2YQ;`}@m)d$v_=?5Zm>USGjxU7z!rf=MU7f_Q$?7fr0sSODJMDkR^@j;KS z?9x^-Md8**D<7r{+&3gg!Tlkx$amA>O zoo_R|++a-J369BdS{0r8%835%1UmYx=by|}w_W7FdY4y&7&(%%ou-+lN6E`W3x}-f zP;u~P2Gn=Cy_3=y(YSd{j@{$5o-*YzVqrf&8MS3T&q5_b;3hkY?&`>OXgKPUg;>_> zjzsj_%QQ6j*K1@`QD1drQncY*nKy(HIPP6zg1h&i{ijr)!AD2+oRgm%wWkA@=u8@| z9?aX;*uF0;=R*`+Qj0PV??jAlprxbx`8h9#We4iHRIcl=pFy-WRAsN9?MY&`Y`7lbF}V zhUY>dSuKJAQ~n5kZ)Z=mcdv&JcmigEoThhyP(L&LJ&Z(z&l(eMhNMti&SFnBUXamj zWxQv!Cwg{aq-IXw3_faD0!->}kt;qh_o$KcOkJ239vWrU9l6+u+3j z0JCZ=Jo|w&ETxX%x@J44Ds>L6lA+}l)2N=%oIv2M5l|ea_ejbx8miw=q}XMUn&um- zI2J4hQQX>FDEXo?%Xf;Fqh-ljBs)Gm5Ng&|%dZnuU6~bN;Hk0#YDyWTS}TqUz0Vfn zhk4%tN`~Yu;KvT+xjwitnlu)*R9~fv^`v$Bb=I++BVsj-@EYGv?+N1|AS&eW+6C06 zq@*3$fFQF#k79Wgac7y=1kagQ2GN{hn&WHO5P9#@a&^Dv%Tu&!t5&n0y&G+0EMO>_M&C(tt3h)-(`nmajk_}85mR=~ z$AzkiHo{2eZW~-h z;5H{;6imb4fE6>p!eN_-WTs3ODXD_e#LE@p(jjLV$n|m*#ps}={`^GD4IH$sKNWks z0=Stf?lB!_TTWe`#O+sM+h)qa8*A1r#71Sz3OM&!l%L(eDEuiG18nW$x zgGziv6d)1^m>E)Wj-$D7-k4!|!xcYj6fz3(luGM@-kDxMdWm8VPsM0Re22sFk$Xi#F{~$22BVszGV| z2Z}Za{mUX%@TES=UtsTH{2?4s-1=DUBg=CW<GCowi?CKCi2wgL}_K^6popWtY zRnk$%8v@2L97Dyv_5kxj)@MUd4E4TIYZpi6Tr?*vMbMtGntBXmkDEYQj*Cp(xX}Oz z{OlWYo}_Hw9!&_vn{T0_lF=dSQ?iF+6s!_JpZQ zdsNQ}hDTnW(6*q}bx&OCb%wyF$~BmOL;Gp35)e9@4zcPA$wZiT&J;2iqeCJ_{$rB1 z??Zv`_Cv3{bB2pa)YlitO_tGbu?TB6Zl>EaW?ninZgIlSvU=llO=rHtS%TR(Zcg&| z5nZR?0*MkIwBL7D!?f`U%pO8vt;hpYTAnMYdN?@ap1+Teh#tQ32%K?_!GC@e2qvUN zA1TxY2{^Dhmj3qjRr78%^7s0#WeDJTuk=6UsJEBv=8zET1P>m05X=3^g?S~|S%q35 zt-$`P+sw~at1kZHXk+AAD=wMLv-Cb8s7a?rX+wE#>8yT2@zaO(4AIy7Y~sf!_MTLr zTFHjWx`&P&h1~wG2Q-sDI5={r7a_B~u7J5=V@XOZGw^%|aYbM`Xb^hB$|)_8r4ZR>?$m@dB`~tfWzFR> z_zL$QqYIt~qkm<0+v)1gPt$L%7rD+P{-8UY?L`s+VZ7T#%WZtldgyAXJTX+~#*@|#|k&Ojr(O|&z32;a5Qo-G&AR-J#v9NhPR2K@|ca| zD(cz(x;>lX(vIdyVlQ)rHz@(vO5F-20iC*H`%6ZFct>_bxxH3ax@2SMUT%>tc+J2P z3-#UAL%-*ZR;u`y$_G;H)qw3i{d!~<>bFR54I*72dTzF(h+Bv6?;`I#2lB$kA1IPb zNzU$UdBZeU zWm&&`6pDM%G^n2`fV8Ulj3UlLSysf=NPCUN^WpWe)Y8d9Ctu{InvV1f2Z6XNa13zy zOfZk9P21Y#_6$_Nz%V<%V`iGY)3A(GuE_Y%-xOt?9+?4Sv+*8VV(;2s(esls=hl~I z<(i`dn%8Ws&7XPrIB!f;H62T|;>n$lRQ4iMUVYQF>Hqvo$;_97!O1J1ot;T@8{GIK zRc=mz+=M-_d>h^#9`$J&NImF|q8!fDL%2-t0%SHR(f%tl@Q3Ght)ak~Bg0SK{}puZ zw&vFM&xnl?SGIQEDQrCzBi&cfm?U?#p+OSr7rkr%dy}f0OyLoq4=sRp)}Tm|7c732 zPJCN6juyIHPJ_rD3UOI{ZPnCHCR^k#>YS6Rkia|gzQmFhVZ%&+4$}Q@y5Yzgxxdll zEne;ij1B1eLcx11C44Vjzr@odJgCNlZhJ86Dlz>WR;{SNdwOtwH;BPyMHaM zXVeGoxo%?zl`@ews}SM+XY9(EtLW0Zbl=fYpu+UdQ;dh*s|nlxILKz(imMuyV<}H+ z|C)k>B4%2kzh2?#yZ>ACtU&^LYadn|IO3yebQAb;8V>nc1?C$HliR(A*NMMgT1fR# zSiL*-IXB8*oaB-u1H0zPRdE>8uxRT}kd(XC-~cFR0QT7G&+Ow+{zZZM2IKd5=(QHPc#Ut?nY`EdC7M62V1Bj1EI!(tCby{ zYD$l*E4o}}{hvlA6Z~WG-^30J2P|bCbrAChhab zMU_i;<|27|3^3;eG+oXGteW|ui5hD3*mV3VYNc+Hn>5h+QxFf`iF zPPUgm!&;=#?V|s-N+tFJ%(5*CA}h@3g7W0CU(muwyy=!V4XbK9K+tWx+=8`!uat$Z21=>1rm2k0w#(nrJMPBu)hp)F#zW$#NOxf7?Hv+&-3nS^P$X#=m|iK zFMiUcn!pIe*bf9*%Zu)T)@bNh=x0;2d62StRYL&?&2PlQz1ZtzVE>{PK1XoeSu%=e z)L9!L6|Ds`j&G>hJ9i5BvKP+90H)W09{3*bLr7qt(fSl($BjTC7})F0Z_ro_*>LLm zHg-S~bbc9h%JVor(F2MEg||R_-ow1kq*L5D!UUP;yzcF%qGyua;5a)AaDE?G=nc4sO@~!MUv*0X2lBI>8MI$uuNZ^y zigl(LzNB6-XL((=rL_;;DK_r?k(aUY4~f=!5VtWpdrd#YvW}9@ZiWxWZqv`RQi35p zJ3#n-=^eqUFtKg|X=ZgL>!eAR=s4&Y08l7|tI^{+bqwmbx7stldv<uP`n1G5)r#CiyO` z%#rH-xndo;5t)k)?dprVL^$YZpJuqV#L*KA;gLcYJbn2jrM);O+433+aIpWW1$Y^B z@1OQyfRmxuRV9&J>sfX4P*)As{*0A0?D18bSqiHYlEFJrJU&hSn~NkQK#)$4OO$*Y zalZe#Gq6AU9EygvgRl-quH$Mn`OpPpsufpu_n*Gm=_w7<9oUN;iMTgOh#5`xzW1wK z3{-vY(W7(N)@}p*9^IbknGV+5ixutWcL#EG9fy$+4&|44yi}9<{coTviaZBB)s;dD zg)xc-#A}K_8Sm(bkQ1ZGK3FO7)fshn2=Ky{cVuR^bv z$&mQYUoP6qw&`2TsJk%t3{WvKcAD=0Qm*W@ZS;G{M4H85O{zb*+#QA7@CwdIT`vsv z_?k!!7MCskw|8>#9Y^3I`!4ViQt~DU*8Ox9!zx*Yl1U#AEhU@~nFWj($kS-8U_B^&)F^nW03WMeaGhh90 zSAa|es0|rS%{gzIPCkr{nn-I*h>F*O=HiTdtVe#juQ|gb_vYR-8ULKXAlgpx2e#9Rx5~D6QnBHT+MG7rwTfEruH7 z(u{#p#T?Kkz3MYs4>T;uJ9%I9tD_49rXL*841NWGZN=gDba^dJPD|ZZ{D_fTsXD#f z1-FSg2WhGcNUSOR(VN7Nt5JifDJ=cY_oaEiBXHUt*~Dq$8yCt|s2;SG<8lQpvYUhW zO@a)IM;BjmTno+M^}#3E?eFE$S|N%J!5*S5m}&cpte|*j;j)GRByq#s+tLAa2EXlU zgOPAel8{nbvR`*z;|sWHs9vyXxO;Emf3g8_GY`G+;@24d9((Z}1UU8Iaia4;a8|0SVF43Y%(wQ zv!O${we1W{M0>k*{somEmo)t4l^VT4HmcNP9k10#{vpeHQU4$@Tf;wMp#qstZzGen zWOX+>v@zHo7yacftpvD1yp4MG)VP0oy|ymRHl%W&qOTmZX$))MuqX!Z+AML2N0m?` zC;|hm&TRfgpk~zbwA5g`64(UC9JQ7|1?jSaO4D!a7~ONC)zR=Bg5=$2>TCoTDQ-|d z^f4EFmh{6%o>x!H=E3DIomArE2+xQXMDmC7CUTe)X1}r}yORltCyd?8Upa;B*mYUZ zSy87ZelGswBKs2%DNf)VEMEj&TLB^Y{1hWE``iAhf{(g;^=2=Adq{+s$PhR{ajVV2 z0_49}mJYwuv6Gqv4sq7Sn!S-zi{H`*U8Yo%z3PP+ZTn%<{ZX{4E}~}+h4qv`!;Cd z!_EZxYxceReN0kSP|WY{R?79{uLhfJM{eC!?l$gs+`Guuv+S=cr=Gk3r9t5sY%7cr zi!Ke)%hn4Gk5M;YHo9}I>UkYM>#gvn@b1VK;;&AsK94=B1VsjUidQGh%FXIfphmlM zy%#O%hcMN?NK~SBTkgO5hSYRe!q8Z8M2K%Hx1oI8{GS2ijp-Tqx%T0LT2g!Q6Ntq!97YL7Gl=VVydUvkI2#Z>=t#Q$A zdiFlVuKYo&vP?YrX@U8Cs`ML>4pe#Oaw306889(E>J6*UzywIgbH$E`gzZBFp+w+PVHJ$|eUpqLJt?Ivrr9xNAiFo+lntmul97s6gP zzD@)UJ=cL%nf6IUHTVq6Mpf(96q4J{G9yzjHJJJ@22z7MfYKcDL6H-y)BdoR{e zM3vqSYi!vZKGQF}stIu}EsgG{?eh6>*1{13b{likhPf_rT|g@PC&?6n`O~5@z4@fj-Dv!M_pTY8e=2kKY#JRu7P=8 z*em-SZ-YGZS>7W*BcJOUKd%#Q5pUESliyJlmmqbN{?>YZeiT;>Yvku(kB;Ee!9w3Y zN(6l^ar&`~(xujCWLJtcW>Zh|vL3|eRzXWC^vJpRZFaGbpDZ^@Gs!=2jd{OG{#5e# zDZ5f{rsTS(w3peFoUQAe(=pq(2M@qMbIBh*WU`uPGz3R7&T@>MnOoO2>U8LJ{d@*x z_!N@F3EZZ|w;*o{f3_7AO9+>tKH>SbPJZQTwzu9Pi*0|2H9KFI>#kWELoPtifeMP1=`Aayz3&{f@o4-6>O7M|?*pp z#ZBnw%{-}vA&AveQ;dM<2R$vbLgU;5H;`r{GtVUuwDV0@rh*IkX&e) zrW|WaqCXka6hRg4a=V@gI4(brR_1kG6nqF9Z(JNGmt?nf0%{ZH<>#jl~F~gbz`JI zIN(WrNfZ9iplJNx0q1L4GOh+e zL)e0(z}E7C^Yde_g*^ZBUh&m6 zWrcS8c)XQ4l>Uc;Eu5ducA99i1wz>=v6W$~Baf~}Gsuk)_?n%htIggru2+*Fz@WjU z{_eDqpj&8*_j1jPPE?4*JzB0>Yn|OzE$Vnkmch}SLHX(0kW5O{NbZm1?tK*JL5DtF zL@l{dF|Q#lsR+jEMNSB+rRg%fY`LC5&~I@xmq90nz?z0NS{QJ)zQN; z!v<%hp^7vsveI7vDnmYkUO~YnhafmPCB^@=KT&i&*}Ek*=i1eJZD;Nrv{^N*p9<~@ z1(#(oH&-*g(uXA1EQD8CA-nEM?xqFG+NOz@_^kSOa~W)!2*Z#)Ey7$aXM0)4L27zQ z{`(16j}ME>18sFP=qk2U>>k_uY#%Gk%rbtnmbPGUsr3>IA(jX^)_0Y_Qsqe1{C#iU zC@;KX<1tIc7B|AWOTUPTdfH$&Z8dzGlr4#}B^f zX#?CN^YcJrs=}YZ{-NpR(%bN$ZYfZ#@w3*0R(n-+Eegi3l0U2prc_ve4jn2oY;>_a zNmai7O^2u=jYeR<5nSZut9$&3&>P>azG6=D?gXb1%cb6;jYxsRxas_(%FYR4)}377Zv$)*76}<7w}3G4N9iB4f+*i zlWq1AICz=WR1)W!bKNr}GpXODGK$VxiY?dRyRAQXGb?|6_ax`ABPb$;r;lswnpWDJ zZWRRB>hiS0CtZch-fi0D8J-*WHbG)EgGYYNw4Zg935Lem()mgHNQB_g?PcmMaTMdj zg_0V>W(bLyjOUw)H96NRT#A}m)ii_W&aXRPx29v>&PaWlu*i!LfLNc%I@S@nZf{Rd z{FE}9j<4l(ww^i8G4)2mT@Z<^D!>4i(8nxx1iMH5{6^vavr@aJ8t$IR2_`NFt3N*d5?E|@ljh!g$ z_!3@LyjmG_?^=;PbXF*8&R6fX=9YV!9~o0<>^Ue=T^Km|iR_^)_@epn)7h+j#*iro zQ}rXq<7*T8=n)C^;wH%45h3?)g8BN1HdR;?qJaE4O{_6Z(`l3Oc~uL4^=LT}_RGi5 z(rSb26%8GC&YmHFz`uo@a$(a+*&S%F9^M#+j$3dP7hOk3^WAI__gs_SFAlJ*uR}z5PtD6$ z0<(&{uw7s?{l3~{)CTuO>r2lw=)Nc$boZj1^C13?LzMY%5OX^!RZy`J*UNXS1k|(n z-A>Z>wi$!Jhs#lnd)Z4zYx=e&P#e{+-H0x^2kZub++={<$ug9(D`awSHZA#OmP!C*+kxWE7vM18#ji0{0thclDoerIP8}qGl>2D91ghB7xdh2 zI7Z6k*v~b2c^TUKKM%n;Gs-((ZA$oLQ1DENJC2Ctk1!20A*%-n&Z%tBB$NtZ5IrqxRzk zZPqH$!YOeNyDc}xS@Xj7vCo3DzeZy2OE-yK&EQRG+*HVA-)17#XW!nL^dPd*%jx6D ze!JF6)M+YLj(=^L8z-OPF*1>I?^zPfa=>BVq|SPOFpB~PZKMpKNipT0zl!i z?`W`5J$#-eyWIXU8$gsay*Dx3-j37d<+>oK2Ej8|GO=?1PmcMBX_bW2v4fbB`4=oD z@{@xrfs!~wy4`1bp0B@uAo=xBO>a<9$G^pgEu~>9p zb6>_D*%7RM;;M7>x!*ppUV+>+_djN2m??gBLiPKw;#6c1H(d?=aeuj`5P3#`x=!p* zb!NBDtW00ijX7-;eS03fbU<)?m-Q2&+4bB`a z-TcUbTHD+Kb+;0;xrm(I$SmF}mB^_g*iLPX36Amx`{ddkkFLu|Hu)y?wylWnYPdw@yAp z>$sq2b&A*jEpIBrrwyf|cR5<|qGXA>9F%qhS=r%ddUnB;*8V^Z$#WGmu?%|Z=?_2J zN+>Fs)FTtCAc(z&gjKI-QRVm7g!T9ob$frXJMN(Y+nSRdZ0l^^8@Zojp_J*Fn)QxQ z_$6$;=hLJKH&(z8&vQD>V5M9g_XK_p1=UFMUs{$aOUJ(L;I2q950|VzPX4=VJNA^Y zE^d5ff_lmV$aMm*H}^fduZERo=`-!Q5Us`sKE#mZ#Gbgl6?qT4*@e=xshydkX}4G0 zVB*UU6FrC<(wdsW>R#fIO%gwwtIxEx&?wS39vakl#q+=ETINLEmwy~ZTEFvob*18v%{H{x z4~xfj)dW3y?TKJZm(69(oQc2yj}pZ&}B#v=8OtG zJ4vPYtAgzA2KYL$r_Sn#cpSbWx16y*NQ2OITw22vg&bVgnLPZi$RErS#3Xo=z8;)$ zS$A6ePPi#@0ag60KsGVZZ&xA?O_OiQ;T480d05Vb3T(T`%uWkcXIDbGA3pENr6o7l zho$=_y8f0Qs3GF3U=59Pi+h`-jNEwkpES9+ZoX2QWj$+pu9JA+QN@NF7*7&pbpGvo(z0&&fz&9mDd{pPv1b=D)NuL^xyD7h z({ns#-I@urU{z_I8JO-^Vch)Ka`k8J*dy?)<>3>>G3t4*>ye^KE=wWBkR)%9ovW4p zv7#%KlYIKt{{9gy5Ax_*x&8|>3AM*IcUiztU6?}8%g1)Yc$mLSGO(%0Z{PG?*&Ons z07_cm>ic8*2_~wL47t^q-|mS;Ug=Q5p*-BY(o@L2V0S2Je1E~)cKcPY?a@kOPBqNu zA=3?vEou3_8?3tdv{)}wlw8fvCQ*n){}cV8=QXIx@|2>VQmv0_QY4a-&$o^BQE!u$ z1(=^x!wtw{+6nUOWA$ftqC<&MIxHosT1oFZ+~EbH-iNEVFqndmGNjP($@o@Vx8(?^Si(?;P#h zoi_w}WVx)01``F_L;L|AvU-iNt@$+^FwRauQfiqVLu^;pwvHYcq(z~Oh(6S%4?Hj< z$M4Y1r(VmIj5?_*pHGP;i7I&T=8wD!Th3`D(j?ld47}Vi{Gko+)Q2VA-@#~CBA-C zF`JaOfv(?j??uDi3Fm>=LYB5$hbNUJuP%k-hIlJ=TQjF4e&>(Ly**@!OUr)9VQF2Z zcUI7+$lI%!9pSpWIMI_FcbA>kn5}YM-?8Z!!06Me>2dPRpI-O-znt5BN3aLUt&^z3|5=OVX<888~p4xovzGLOE@#(&mH6e; zhqiKkG^sjM{&YN@wudvbHAXGWpU(CN2<#~g`h}GnX(uHWDQ6<`k{0e6r658mdxswo z;^XRj`wAzq4A!&yMy$?P@1V>u6&8km>3k2nU!7f^5qV;wk+4} zAA|8TwI3C99!zS-w-ncjCAjM5WK$) zefBJtd3X`ZZ;zNwaAO_HuqVKcXfRf$)(9EMa;5BB??@`KaLP12NIP#D@~`Tp=6yMB zpQ7}HVt8+UwgxK6lKZkTMzhEFL;1?)fSpK|$hO@^a`sA4BywCYCL;6f#n0-K(qf2O zf6Yyd2vRk@<$|TyV&K4(Pvu<5X2W4#e_Aax$6i>Z=+Wlbry$o(^Wk>I4e&31mpT{g z?$6_?CIoGBRqJE@x0m7?jioKU?D@5gX7@)3bo}`R-({13QRbrdNA<^qlHwkdC=Ska z?O7>u49hbl_*1*h3RS63#0#^zdefu_kTWk=1@}xp4Wx>FYNwrnC+!f}8id?>vnnx- zuX1nLnts^;l>T7!KF-4Qr;bw2J8>vKbgfBZ!jq0z}t6Fjct-lvbZ^&$#1JwLq0ry64z2`~0InjNNLRv7Z}CH@|w#qE=i7S87Zk5u2I{bA#T;i-3kYFDmbNLDH`f$)bCE894r9Um}faoa@?lF-1Y>1UPh4X5ZCPC>LL=<<_{g#1waEiLAYrjZ|Zbv!-chsK)y z*2Ck{BsJWr!fGVX$g)kWzI0?f5tSC@SSz%z1|B{mu*T~y&RwXC{lklL1^j;a`fkHMKHND&qMq2ihO@c`jxCa}S zRrtTXYc4)ADG6~{$#aeH=d)32Md!XuPBf4!xkph`dbqQ=>6q2Q>dNGi>Qz<&|4?o| z>$}xio)r7s%wrDX|G8hKTS^jt_kqzf6{o{k0c3VX;w({M#Vd_$NOrIt_v*uedbQ;5 ztjeV4RVS~oQtC2@m75ISu>lMj`{Rb>`UTu~R;5cCFi)dJY|o^E~>6x#<$ouNxg76QK^Z=_ePt{bnCKegAC zo@%(j+#t7$!)TUUFe%E~Ah(Hc;ID~X&=bLVevrPw3`>ryEB+MxSalsQ zz<0Fm8f%P5*3cr~{q6MXxsZUJ{Zv(b?L3v2@L6?`-QH$VmaT>%RUugDqfT~?c;@Vy znbaxG(x>{8loIXd3ihv^YtK_kHXfNY1-bLR3XKTgyFwB-!1@NPS5Hm0l!~a4D+Kk2 zm%&z%qE`ggPlIY8yN;1X)jFdQc?_YVnQzRLtnQ~K&a{_1!d5=kDD&Gp<Uik*`PCl7YN%el zZAf$;Z$alwCmVf_te{fuQ@N)(i=#_!zYBQn8}h(lP8Md4ozu$$oVY9P-Fe7%$_7oglE;6M_NO1z*H`MQM{-(QCJO!S|{H((=v6#_wlaJLW93 zSXjgUV@h)Ivzwb7=S((P!AnCjeVuQs20oa*1!blfPeXyh>$C7>%}BbUjEEqld9V-i zjHzVn%|fd%GX66=EI9^K1(KxhJ@pxwPj!3EheN^#I~l=1MZ6K$Qph{u=DNYdCx{s9 z>kM=;qtEZRi&ZiunJlyvs;NK!PK84N_eB;oC^vZmrH~pwrIs&T+3-Ler!5Yr69*HY zbd~LO5n4lHOhur*g;2eZtv^n$rPd2=!l1&M!9XiP&Jf0*n+=5oYWAlb*4Dcyb${V)v4rDK;Tu2sOb*MApk^A{rebd!>*o}HD4wVp zd@6*HXiR?tbSfOU(ES4oqK6i(gS*aMV*&Mg&&GMJ(f9jO2p^5Oe1u9q?K#F=;jn+SF6!#goOHHW zcD{FhzQ?!V$&u3j(%+Wj`b^ep+|=sjlNx)Xs^GVJ!U!#Rlu-sleL0zW4zE&xTbg9u6&9cUNaj06R15N)lWJG z-m-j*V0etz=1{1D&jLX^_g3;V3S5hP_`KN~AGws=(1^9eS z)>+`-hmkEc#7|`WeWST%a9EYq0ng%Afqo*n9YG)=Z^DTD)+6tXu$8rupHV`D{4hA>gT3;!yuP{8SZZ>R9&Jj1v_sI`1ZJ#?;w#pV6Ey1|`jR<;J|(W-nd zg5Wd|rn2!`td%b_g}L2-jGky^A#qUJCeII}W;m0U_S5lTYV=PrB65^+V$S3!f=K?p z6+oWxWPKKglY zE(^NC(9eG}oK^1;h6!l0sp?RMLZLnj{Jd!VKk(%JJKH%Y4`1K8Bj$g8TK&nio1Mdf z__lbV(rClE|0_sx%n~V=5p;L-ta!U z<(1W_KgK5bswTfiM$|5X`$yW|3>$C^l6?g5um60J48H`*>9CO&OYw`PVvlwj7#g6i z{~g*`jD$jpgyQFFl&%5(117HE+o+qaAvb3g6aL{IkU#wYhBbkUI=Ve~Oesb_{-RC) zQA>-}#+}Jl{k9`O{2=l@Gxuj^?vOsZiWldRG4Ya8AH=0TIR0O+Po@8Xu>4nV{6A$cz_b~D z*}O2VgjBISq{ZUppQH%-UA^?jcYz?_`_3@WTE3LHAsub+EAflkPZ*UCB5o?&B;OY3T6c+OL&bXlQi)d76V1 z3BmlK(6OX>vSviULrGe8VocU{PIsFKzK^OVniyuui7!dnsB10)AJIN&WU*O#`WYU> z_L$k_)TR5(mxqNTAzI|PNsvf%C_J^}317`Pg<@Q5&7-C_hMmm0Jh$6;RlmC+iEpY{ zaAOx@i$(CM=a_XaYqdn(qW{Q`iI>t9O0^}#LczCZgg^bpxc``}pIM}D*);0GEzDHE zSP+iCA8dIyHDvd!yDmtwj8#>|9P1N9#`iz;@YBmr81g(6m?yVsyOQ(N%X;4yIO9vP z!W8ag(5mU^!+I}NiGHE zxFqdZSiqUS`8+KA=N&0rnGbk3us*FRb%y;c@}s*ed&e33+lxp(>q6W)Z1cgnK01ZH za5>vnjLsNAE)h+q{BQ!g13ap$Uy|`0<{h5-M1Kd2ycuUo;Oh;RscIsGaieD}PX{4i zxU?qL@#nSpZq8e)S9D5#xT_nhDmDYYJg1c0VhBwUcvtPkYxj$58J;N;_;{1xnGO*I zFq#9x(8Nre75EUadHDvGY&JM7eik(g5axMuK8Oeic%}B?vl^~Z%$Uo@(l49EW>0yH zwIeU#$RZHd{e_OTZ@L}$QGO9S_9cVUy**O%ZhtWv60k)_yA^WtJ7;$KkDas+FVu6= z=i_t?lWyHt=f|80R@(P9#_u{5S~x9$6PkAy^`(U%E|)^H2{1@<&%#P5yf-s$&*srY zd;5(Q%ahmyzt1Ja{3_2*($aq8zPhT($uBW9QREFAZ0Mv2Z>x%g6I7=S z6!p=0|E1x38>k7QJ^e*b1J83$x;W2<5e00MO?FM!tl6s3~M zZFE4`$wei;pP8HDrrH>t89GEygU5??bKx}O?SVLhohdi=4z5@P9gt2y1VKOqAf2o^ zZ=d4I;}1WYT!GvP&cQSs=V06^-fQ>1{dH++r4pK&}hfdGLltjnfSWzBlB2@W^u)13B z%NK6FpL7Te!B_Z9I@FlWaB`oSWe7D*cg9N~KM)Kvp9J(SjK`8NWcPm(vast4%b

=EGL)y_@UW91c0{pOyzPDTydx`vw+EFvZD-jA1;lDwnEs@m9 zTq=se!>E`NM*2nJb{eNr<9#X7b)i?p$sqwDt(Rt2wyoIZILbmULPI$1zt&<^S{9TS z%I<_894-5`&;*%QI+#%eAr2SvqucL+WrkvOyg=)pzssyWkRcTQI-)l= z7{?rv(8Og0CF@rR1_xNhRa4rZIRz+jUrAyvrgX8C_|g5>^Yn#hlxaSv<@+V?Q^4+H zyAcv?y`@p;Y48}!{q1TbZF4gpjY)~tW-g`2xB=w5D^4f!AJ#q${!E?dAs{6s z_E9okQfrRfwFS?dC^`cPB%5^0TPxyeq;}+*1bK!y7q%V22bJASP0_M@H*)#@x4u!m zlrMx1d(566GK zy4g0+mv)96FxrY53AiyVXN=&@rG3Bry0Gdrm8{8*`J`sq5f@??8gL?MvhkJ}>jnuJ zPU$YKOelKizTK{mx`jJWq9Jhf>*p(uGEM3Tp7o8@DB;siV!T~)X2L*&SW-@gW=*4= zyaktSs(KR?;+e`3QY_*lD^qA5VF*pZnPW*BMn?!x(wui_Wxk?E4aA-l$PI5zx~XKY z(*}0#;b|ux>C>B#v7{bS=DkhzYKxk&k8|byuZ`E@qd7cGq9l?1t5Mt@ z=uPTau+2e#Um{E&kLqjhaxiuMW^LfMT}w~_#ZA*hW)%TcA2pSEw+V?3#d`|nY$a(m zz0yx$h2X!AZe#q=HF)@D7N+)jvoWDWF;K8j1qQFnxgTneM@<%sN;Y!l)nSUhk`3YF8WWWDU<93nmuWj=G$;|!lESLYG)%^cBoQxDx zR_}ZOt?Uj5RzQ6aFq2h4MjRMm_lM!9#G(jaV{hjsBQ9joIz;mXGytlUC{YAu|3sT; zUT4js6u3*G!wpjf_M+e?c&1R`2>jTPoxHR4x=0?K6&c;MV zi0cl3z+RDq*O*ZL^(US%U;Dx09XcvP*+{<@~_`Fb!G#vb~<2PV-g6C=a0{kZ%p=Ih> zK!;X6Tcc5rsZW7XiMGO=nHQ70d*PQ8gGm+8Q!Dt-6d4yzg@?kG8@Em`A-YLhhKr-p z;Y)*+TtkOPL^6q&vA{xKf_vgs4S!fSoEVNv^yoEn@*!;1!ESLE;#Xl3b~a`s!zM- z`9PWLGBdi60Ej&BuQg0zxp^Q7GUAXdsTqYPHXkde?!(57?IUOJCL{6dj9wAGQ=v+A z9R&I>T>n``EjTxom*~qyH@`}DK2YAQGfb@VE|1f^if%G0`F@(4W>u(`&CU(_H~)l``W0@)sw7R+WHx zR5_GB_JX9SqdkbRjp+PI=SWLXxzY;2WTUw8*In$AKs#D&eFRn70%N(Fibw4a>*ebG zwZ0iyh53Mio`6UqAcHyG9Fs`&ioB0LZ8VYEZ;-c@Dq8v_%rDNM4&-g;Cp((DZ&jnX z)wl#m@)+)q^A`%IWDZXo3cG?HS_c`l%V`opU#@z8cT;snm$mbq9_EMwXTFIqKsuJW z6^M4p&FKyOn0s@wh>~ic^wte>`%Ob=Q{Ea zA;~Y<;42R7yx=B>?-+lbDjj;PfHbP#mRS}hlZU?k8?0gA?V#2LQ1N|pn0xrW#Ph=3 zaqUQe^@>sahX4^VeZ7c{W|zJm0ZzrD{f0f?K7`!~bffUO9^lkSy)es(ntS%5A8NR_G(%x)G`axN_XRN zwE4ykmL&)%@+9K#$ZqsuNUtUs{Blz$7Jiwc#Ka@bHV2Ti4h$f+<+NBn3qv5zt_Psb z5ySuCzx~Qr$|3gMg}~l1cAs9CXZd#q_x(0a@8&@i94U9CTFVi3641YkPfxv*|_THYni`50*WqEfkW z9Rea{dy$`k;6yO}{SB2{0&J`$4y6u`8U3-AdmKg@6v8i}r@#hAYXy_aYk#VXg=5Qr RY8aZna?(mt#S$g~{|i<%E`0z1 literal 55271 zcmZ_01yq!6)HXUc2nZ@5s5A(|Ac%rANGPF#q%)K#AtfQ*DkT_nw{&-hf*>Uw0@5Je z4FYFB!~1{d``1}#7Vq+fndk1k_qDHm-Sa{I$wQ*^SI?tRC?aVo2?Z4D>;n|)lo;Mg z_)CTB^fmYg-%JYg28FuCfc$sDHc`YH{zzph`OH$$RL{~z+d>!hQ2r6^!&jznEZ@Ae zFfg;E<-5goyMAMz6osNiNlV;UvW;9A(lFMUcADNz#y+kmxa1~)&q&&B?VW#1>xpve(!(o%tjxgr8&cK>hT>xZRVe z*HbV4h8!)s$Shi`Z3uPUo!=}Yq2H`*B0IEe%%H(;i(dQg7rWq;q38SSypm{+}i$ z)dz@uxrExz+g8f>5!Svc9t_sS1oylyHYyA+Yq7$zX8zaKnXY6-tOY~RjB}H;GO0$N z>g;=^LhLVc&O|G6TyL?@_snI|l~|S2d+aNh3PYNFqM1rttuet&`>tYmPPVLd|Fu-t z^~F!+6)QW8c7idGokMmWjcY)3HBxT>ghK4u@Icqw^1jXJW(B72=*Tm;H(8>cBRlh= zNyjgoxYtzvMCpHe<=ng7>3vH^FR&Mb`=D#h%+GOc-tQBPwVcMv-wRqF+~eV~wy?Og zEOfkT@i0dT>;aq9v#l{tnypc3++(ORv4oy#+k5o5-x_XO8ytU{R^O{&PgTIRqobpM z<}&WhZ=a9wI@)7GMg_Osxi-gVpuT%8qJgCc3T63LW& zw@=Bmp8lWJbeBjVd+;qZ6`QFy{om}hNeryMbAJ5XHDn`rPHNTWp^uJC z^R+27zbY6+5j{ToiNDRx)o4E*Wi#%?`R(U=n}~=o@`~PikDK@ldDbA~n1VqQZ%>Uo zkGu3o8$?#6=Z#sHhAY+5dxq_%sn*aNzXg^nUSi1KzeOIAfBwk8Jvq%~(_Vw;@SUfO zLDZtk%uRMmy;Kq5?LTkCyi~QExVM;32W}5LEDu*YY%dKd#&Blg4#$~M{=~XlnJe+9 zrQtCmp*H)a(rKx@_G?!-G%IXZ<4MLnMgGMR7Ipj5rsB>jDPf)Xk4J6!RhyZne)@6S znogTNrcU!}7CiEkbZ5>YQIvYWT17#gySIZZOKS7ZZ|TN)~#6(&Slp?x5M_4;(x%?<_>+9viO#WHA*4tawV z-;ewS1Dof<`-e&D6}Eo={gv2{eEfboL6~Gc;_Xm%;tB4yDN;T=sIbIg4dgGV1_63@ zR9$kJC-RHy3))UG!EXA@0-Dpv?e4+ybax^Q=i|a!}Ls<%$qgQOK)Q}Id4K-|s1Q+(LF!o`RUz^unXoJ#|_&&r3tKf3#%? z_$IDCPZTIid?+?$vAeO+&6YASJS;3Eq%5xXUBB?14ZZ;t?qJ#qzMT?rt}|1~x@bTr z$Mu`v`0iEvXfmBSnd+pMCllAQX~#m!>M>SGKdx2rH*)@!d!AoaSt2or!&6wG=DA9= z`DTTDthYCKuU{lRO^KB*IxWNrqAnc3*v}V(?#!LfdqUlRKfzsa^+T2d397;p^#8QCO_+rvb~KrNBp9q#c(lIw9X%tTxN<%*8u|ay&AidpxZf%6D|{ zNPcg?Qm*=LlA!FX0L2d%9#{x3O*Ruc%}!iQl+M5zIQwm8Vxq7s_Zw2*WcZ zs?j}n?w5I{os^zO3_~>LO}&C8F~J8Zg0Pit8`U2n{>swHMW7TFx?p)jRLwECU- zd0D8N2Imy^!i>Z3IE9-RuvuWi2e@l~Ri6amI^$vwIpo6ds*N$UXaYNpabEq5WI7akgFy=QYF@9`~C$IH+--zd}y# zIL?@@sr^$d{)rW_JISX9;!NrV7Z7tI9qj)rV_j6#JeE-qb5e{m(fy;qcFm*Wd@SZ! zbPx#{cJ{G27U#OWO>FHL7}U}m^10ll2qZ7>6I^ym`Pg`5W z95;o(eVat<)@Fdi?RED`p+4x@WQ_iyRotb}%D#O6_u0b#R_Ai17AiXjUpT_6K#c2g z*WF*85aI|edh;@rTK{%1AC<&xG3<1l`)aR_Dv-pvt#)F2EioNlwtTOGGChn+s#03t z{HFcTR=RzqCTkG7d5!ONxLzUFO2{Z&&qDuAniKOQAI{7r?G@M5j#qB;tOI49$8+Df zh7nu1pTpGbL8z}w?x$jdLtcB#9@-QhaV`p(DwUl~U3WJ{o2-j8vj<;O_x1lfPxWNe zxI(tgpZv;|_X${7$jWlg(`50fbM%=w-|VDoW|(zv0y~MpJb-ww77gHPV6g}gnl8j= zY-Z9?(`HFi0%7e6|NH>`M+=^6#}}!ceMxOczeIK_2yg$fRpnJvQ=6NvtCKup!VnM; zJY7R;m|Az9LJmI|;G2E?N%;(}X3Z-tv7cI%rPjN$H_|ZG!8u z;wN>04AZ`0z4s zEmIQ{W!9i}tz>=e|GLV|{}lv|_v>~<>Z27nsamV z3GnhE##~hD-#*ONYoJT%r_xuE=6>RgBS##yXPpI)jS{UgxW(BzgCjv%{_UENw%UI? zv@}%pMRtE4(4KqwPzr|=Zg+~a?Z(%RO%ZJlvV8Aq?<{j+u`Vi&ce#@HUMk(_VuaIE zO_^soSFY~KXNni%3-j`2Z8mBhmHK|wG&m0St}~OYY}3zz*TYGo?XAb}jQoq490Iq2 zJ?B6?TtU8Q*P$qZtt1ij<|3>m50iv7$g}#LYdkachv3e*fEWiI4kE18q(7%vE{@!< z)ZcKp@TAm+VwPGDOhS_x3i`ZAA@52RsDRXiP_>R z7JEg^_LpWUwIx*_1c%2GSPl7?@?gAq=;?ofx)?t1+`Nh>RfBojow#6+V*H8WB&49T zE4;8Nu+xpNcFv)7jAQqM@C^@R`p!AALag!!i{J;qfA~R%o--?2+-VzOp^O-;(y(iw0IdgAMx| zN;4}eLfVa}LT@#H)faJIR!zXUDqjZs@0>FJi6f8AGuea%D^gvS)KSX=LQ35wDl?uE z7OjZ~sNI+0dgVhrFa-<9uT;|Q+$A(GJ|lVBO8&ckpVU0 z>DJ#ZC=jlwxH$1AphDZX%`@blPWaYrKGh!gXIm8@hzxw&QmYFH zelhxb9IPSiRMq`}XQwE-7eQ3JYpLFB6GhJDBb81tci>?`R58yDIkLut{aZQSpqc*o zc!wDTJzgc+eFNxGiFH<(7zXSrCR6r&hBa&dvfk7cKb0%|Ph>H{iMMhJj{r#S1@)<2 ztb9#9WlY!qBExdTp(H0Kr@VY{HP50HZ6Cx|D%=UUa(q1A(SLDq@$)@OO3J4q=LE+$ zQQ#z69Xw)}5XVZ(uu**Ofy;Zkb~0-NtNV#ca3rl{WNCu(&d4Phr0w3c3R^t6nZNiK zc17-qnkP6-E+y=i<&`7@5+=tve3I0V4=g$S={8)^BVHo zW#P29e@!$jOgkr?WDqRFlzowX&=Y#P`*?7R&8oMMk7CMrY%1NMq`W*rK5dFWQrQ_j z{_=D+Z%4}oXpW^~f1M-g052L$mbKB}VZ<}IS2r|h>uVg%Q^AGL!zVKO<_*h(vsBVc ztxrAf%IGoViiFUZrF=h|T>}RG(a1IE^|t(~VSQti3ahEVxq_;4)n{Y7U{z)LYV?Pn zE7P0HUq#3k#h|Z^JEfXJMuSa?n4mM3KLS;3bP6W933VwvRHGAVw)Zk!ZjenGYflzf zJxf(8DlRTAD(Ys2MKLsYu(W4Xx)mZPCs+9{4OSc+BzFOsqY9gC$T7Mhc{*>#vG{N& z5KSR$yB;3dsBlJn4XtxR5es>zqRJ7Z9+AQR_#v6zGjA$}UZ=AGpCU-j=<97!^xL9C zD9~qY>a#VS#McflUF8blBQmou`&(N@1Kq>7-?D}@uZ7bxXt2^MCL`;AnwdGSTTlr* znM3gs)4)rg>8q1Nwr3kik`{9c9W%qqFeL60BqJ$_HSb8Sd{>Nz%pzb%UpYvINrE>q zSr2LBo$r1BK$&gdcXVrjdJOhD%4z<29__T{{+R=dn(H}QJi@nK?c)%RO8qBGbZ=K* z!Gbx2Bwiu40iR>gOJ&8BkUA@s?fq%BweYNH9C%lp&q?;{g}fqK2cPcu&gTV&PO)&! zs*R5%THb6u=UEu+f}=@NV-5zr?C}!m**B$&eTLt2ydeH9G^v3AF;UXWQdj zZg4FGXIuTGNa^6%=U##^a+M6n{bmvS?e{d5+s%yckOtV%=ovp>=-aet?P|Azevj$b zf(zw6xeh5JNQ&+Hnu$L+@d}}Io;-yFw!t@qLuh?1QGcAOZ*Q+IS*vQNba)aY+?-&% z{-<5vCnogm+AMV^4$Q`TrCUjTCvk$ErzA^s3+=sOdqkNilQ_P~BX0Gl&>;ou zIom3_+v2B7XO6fLi>5*=mNOsAHW+0&gWanj*?L5Ce0G-@oG5MeJBH21tvssZS1Zayj$W+z#MoQEm~=U)ezB`byN`qj(H4JO?H8sq z0T@>y1r6UlPM&^4GTtz(#X-cL8K57R4VyVHCZU9E31f7^xyUfTBf`Kv z&e7+p60C|{)wcvbAndCz)iF%3#4kE~L!aYMiFg;ufd?!m`K`#k4u|TG2h#T9M24x6 zQU{~ep0buA?1?ItR(0fM$HT24eDZ7axw_GFi(smi89CU-0<$qC?J`e$nW?J=v+th@ z-9ilj?E$Z>$r2T@do)-qbDP)*eWzHG`-Noh4k1FWQ;9aj@6SEj^Ulip{U0KC{S49M z1qYo1&uQ2ljlstAa_wBY(WG>`mYn11%vvyH1EI zdJ~>KS{XSSYbvg;SX<<9NW|97P|Ls}aq;U#a%DSn^9~p3-kKV*Ktb8Qh^P%1v8c8L z2OXsG7uYlJM3Q|y_`AAT&V0;Wh*?8Es8zkQ0qtcRmOzU~{WLC(o3?9zJDPn0 zKMRqapr!x>-qqFhxi6%7YH`tIm+X-$0^2J4_Z9QCeCYgLrijj4nTu-sWT5!ou zskbHz2?<$Me(9Um+@9UKFf>dAy|B3Ue%G8gTZXKLM87ubod{T{ip}RNtxEs#+E_I> zTJ$~q|Nip~qq*J9A<=d)`fD!xa$G&gQGLYUDf8~Ix5mtzm<}Psd~e!^0#Mm+^rUeM z?KGrX$dzK#B-Eb*vMNui=z>Ya=zF!@tq_-urE^DPB8PAOwDmBscD{H_hCFLi#A#$^ z@!HJrmilUrl~e*5a}R%@SFwdB;sJ614gW81`@%6H`l-X8uf}HQkVkLzampTgFKLs{ zWQu=S(yjtS^r<1zXR?XWR4~dp?T26~UpZmzV3Kj;H+A!)-zGCwK4r~N*L&q=R4{a& zC0phMl?wZJv z;ncc;h@?W(6c+=6I7L67CeBySPm4>mI@p73p-;(YNn1STyi9=rx4OrsXILZ?P!4usMbvg3g@v59TSly+6OrI0T(w^T&-60hjp*1%3bH}!&=50Th~qGHv^K)yNX>Ygr58UYJIu`O z^|0;#nkc+xy8U;)_b*3)ej+e^yTMaS+BkH%rq5G_cRyrV0pgc!YRaSg}>Nz=#6g^zoYBFAghEWWDF;({&%OC{PZ!J0dEY*hC#4fmx zB-j~KoT_4}`Ro2c>d7JkFn8Ak;B_~IW$9a3qvut#CFBYzTAOabG5e5j#gaHE)XhM5 z^dRnEP?@l88d-&GsQtXJ5K_PKssm=X@=+mP{&}-wVL$oRuYij5IhqFWTN<%IOXApB6Dy%`EZMH5IF zsAtvTYviw3t;2?5nb2pts-DF!n&h7S{EGW3 z5#>6#Pnksj@c`(VwpuAPNPgRwGyR*fbnnJa3W?Zj>lnL(%&gaB&6;+Mo{+2u>nf)! z_i6P2X;ryI!&$1Qy_Nyv`0y++zkj2YLvyFDy!t~T55>P5Z9f9_Kji#xj&)s~(ylL# zdi^3&?4os(Q1jG}U}NQAXkon+!zha#;yZ7n=It3Knb1R}9}RGwL`*JR=i6ksVL#W+ zK}?ue;h;%h_Gb&8<|^#&KMoh`qw0mj;$g?3J0ZgRJx$XSWojiCGhYKSt8-rfrgNU5 zeu++7g|0ESiMi2xMrGYi3P-ysruS^bY^JhQUV4_@$KIUx>k(vRmskcFL!tvq>$RV@ z>WxfS*^YgI|B^q&Fjr0;uuX|bt=4(PotdRh>t`Xa1p}mAHomR0fwaHsCY4uHhzC>x zrK#Y;yJ)ulHT0NQz{ZNK!uNpuuvg(pk!6>@Oyp3s{jF1Fi#d|nCB9U)i;VeUU)5F9 zXtMu{^liwt#VyPBw3d=UzHNl|FqjxxYDKkjjli+Rb03E@7yjL5!5VSEt==HB)$X5 z@56ULw7uCc_yGGOyj@2SS(~{U$ziCm+@_%^b;cADJ8g3l(+91$}N>4}DNt-tS zO)27D5@h6JX78vp_2SOum;0ArrVBi5Wjp3!zMPg0M>oTHT#f#f`pmliXF0yGmGJU0 z&+hud>o-4R3#$i30Q$g#$7nqyYP-UD(|f*zd|9aF27M;yJDo>{)j^+(-n2JbbvOj( zmtHp4cYJd1`@Z~;_;f5ej^ZR$`-zO@#E)nlyAIF%NWB~Ny>2Bvg7E({)Owd8LEn&0 z`Mk`uaY?sB**QeVeG3j&`Qt)+p2)(=%FL_ot&KOMRI_tl(mjQun3>uTN8zy4%*y z{WsZ|nWl6Hsn8&!{a-KDYy&0yb<16TGO5E<@5lv{z%-!?8^{u`2R*nP^%{;5P745u zZjymYx-#V*OfXQcO3}Iw9NH@^GA1Ekri@*@Z3-QeQkLS35|Hwv&g1##%MgoRl=gtX zfn!2wOVqDYzj>q4UuiyPFgqs*>4pTldDPXd$liz77_6_W;+wNDIvRUUZk$6xVzW7B zX!-HHyzZmJY=)0M;RIdPpK(+?mywy_6TFM6X=L(a>ly#_*eW088NVac=bIInIBv7= zQP)P8Cl?{ZXnlG&nQg*6`2M7ApMs6XR9fH?#2kH0vTJdbh}IRvC=;5jp5WZWMUf&yQU*T=0m4x{=iXIztX~BC4n8vMK=dOOXXhSqVxZ% zW=GlGR29SH9F6ekeFj$73?y}Y3Sb#r(bqJGrTBYT|Ct3_>@R(I|dg4=G z{0QU26EC#rI_KU+>o*#p)oj}CJ|;8PJt};^Xk9+RJ!cxoQK_DcK=@=}!5P$5J9_^+ zWEB*e!>_0o3NLK?;}z{`^U4mGQu`R2vb9P1yE}^}^tfX)Z@8>nt;s{n$`wx1IP7`3 zPh5T?^kz0+xcb0gV!G00InI$m`=?TR$Ey^ZD;}|8ca=48xY<=*D&CD3N2>NQ+X0SJ zS?@}D1u#O9&oASzpH5teSHU}I_7~f(adRFTlnsqBK=*wtKnnhtWETDP)?}-lpf#EX z6O4$-Kfz7a>#t2rQoRh#&2u|m?X*0C%=Jg1Y}Gx1S&dXuIXrWF`|#eEh*$ptNeo(G zVn5k9MaM+ghmqhWedl?ZPp>{aSw64SJfTbq3`cXArX-)5RGa!o=XE+Z2CWQ z)NiGyu>I*vU5bmvIV4AK1+j(NF|>5yg~VYS;wb4}w##3iYTm$;06_wSp=Gltwd!mw z2B`axOe@3>9hS?+1nG(=w>hoW&^WD%l`%<#DOfF#1vl$*D@{cfBN%W`#_Jy4mPs^I zXG9BqqZkkHpzOBQZC26E(Q0W!)z(%{mpC4^oT;>8VTv;I)1jMyJ?-4C+OKYE z=eF%Eu5h5*mdS{Z{KY{gmHK$)zT=Y5l`8rl9K#2n1c#fK;y&*nb-x*wjdWrliw}w< zWqE-tSQx5Bz{KAV)WOhXK9W=0#h(QsNLt?$HX+lzpc6gjPF;>a-(PI|8)!@=42Mx; z3e$Yo?q*gmveu*B{J#}zF;G;Sc3uu6xi?$86bG10vZYii&)0~Q zxcqszUZzS{7gKgwj5bB9eXR4J`3!A}td}aVr%%x)_e<{x?>Rw3C<(~ujHs3x@5*G_ zx~%*yY`2+D2d6kMf4)PgppYQ>=R!5-RY0It5DUJ^$_%I+zUPxxe5!3{wis z7wx?I2@3oxE`tov++KiDD3i!GA7oo>73cD>o(E(Gb)Ec-jbh(H8T0GzW6VK7k64&V zV||P*5|=P>VzpU6KMz5tOSu3V7I76}Y81s#qkLu6`?@0hACZvB47}I2%u% zme*v<-T2*XGq*x-$D%36F%+z^z-yIoPy!TWJDbZcU-h-lF#?fP zy3xHaa#1X@diy1P=11CESbNuaF_vsjS=)jOz_mtQA%60U=*cg>pM~e!g&=S?Ij`F; z)(=X%Ae#+FmErIZCQcX9IN$vvkgaaistW5M*J zaJQLIKQ09l0g*f_mJT6=)>25${xwITho5OR)Ah(wmyM1*)*+?gQvBhA8ZVY>@hit4 z-kEK)B!=O*Zdm>~u`E+`;nZKPC&B^~Z%p)F7~e>`M6WBpaq5_~5$&sS$H;uki@U;| zMYeY#jLb=25Z=Xybl?j%f$5-i|V~e(jzGd$1!Qb2}9@)j(aKPfPP00?FKZrs;9EXRKzQks4j6QaO zvfVjT&C6~W>CW1W+0_o!8xMLu24&EAlrz7_&RmB5x!l(q7ihnogR4=LeuwfUfeA-> zUy`+*1Rj7G)*$c28*9RIs;#E0rJ_gVn~O!JAGRGT8%+C%`H!e7qPwJz26MMSg(BK2 zSNFLPBlLWpVoqB{!jiZ{1okK?dHASN|L~CGWogf@3m@-Mbv60Q_?N2HN-z`B=I!$j z|1eN9^Fp~6D#SrDbw-Ni&Ja=1X!P%_KSM)7F%4cn=ifngv_>@;;KjWCBOS%IwQOY( zed)6c<$-FDj4qU2H6|b#5EF-EP?cDdVO#DA^Ie~#;NMlk>-)<=K-c@aVrcO`u)8oG z=yqdNZg>wikRWC?{dZl2K0cieN!MbwvHB_6gBz_GGW|nC8lbPaR~Xp7z4u3@x-?o1 zc(6^4PY-G-4Q97>BtUq#k?)4}+#5jGWc=Q>B#f%SdfJ~Zy5Sc6xxdQiKKsV|HwGdo zTIc;=%P#-iQ>h(0erkoeRGB=PFEVuXtz*ApT1H*AbchO%y9Vd7FOF+KaO zTTOQ#R*O2hw?D{*>~G4nC%b#Im4c;yx$q!j=COE8#2~-_9KPebjNUD&$qp=IWKC7g|NS&6tgr6ou58QiX?87Iq-Lpm_{ppQ4_5W8F%b#7mVf zSN69DR9^F$W}Q7t)wR5Dc*T?Bb&G-y^j@;QX;x0w7y z@mD7}9y$H{(>FoY>d*fd4JYPAxhK`jt9{wOhli;tDe*0iqMfo2O~;jqmGeK>H~tXmh>n#<=g zf~C=Wmgk(Z+?Q+t_TJ84@DMv>P27JX=6cwJGwPvaZhdCKT>xk|lzg_S<7r3?#_&M~ zc?6QQ?~T&g`YJR+`<)L*c7}HyL_P~=k?r5GjlynCjvTUuG#~nO3JlZneQ-7nw2u|8 zPZUl-x}X(2nbCVc_C9+}#^j8-!p~Ax7uJjOTQ~Z$HJ_e(0rMb+d7SRL`?#z7D72|v zW#iHd3tjP@oJC9G8t&z;pCu{RAsn!18s)#UB;LGo^}>_ZsWOAmC>4z#pX26a}pc?VHrDayjVsT&hF0^DqPXs z48kTPHWbt3J%NKt+A`W5InYP#*Y~kahMXaXKpXduN}sV z1OE$XJ07f2Pt(N+;_Gq3p7l$s3Wub8FM=m7Sl@QO{#WVuHlsDubKY@FlKdS0lsA%_dsEO&WJM8z$&Qf+AL)Y~XqKv7;VUW!*NDa;0Zg7?UgCj18@7(ybTpF_|y^UzT+_`*weC*%l=j6n8hFNaf zW=JpNHz~==#p;a6GdUHlC28^%9LQ9gJUG;bgXz!7%Y6^T1gdF>Vx^!!GjuG2;uLz& zWa?QkVg3xoNjnIs3jm~q_v*JdiYbM`!(^Lh4rc`SIlMviLth%ZlOXM&t>^O#WD!zb z8^8vU2+e}}QbS$6;2>WLoDcM=daYxZZWAJpym4+I$<&RVnn_Gnd`4INOT0-cKXR@n zN~y-YF+gJ$n*Rn(oku{=lLUGmUZ@#-N}se|9~OMC_-%0$zeACod6!yz@RnVWem|=x z|C}c{PZxU-0XVwNyzI4A|R-PBn* z#C89$^qm$!9(f8Vp8*5`d~sHU-ZS6dA)(+$C%^g-pF-*HV=zcc_!d`hN!6MA&l4Z4 zqi6r~&#N{rajn9ehjQ<(f0R7i6^s^C@P14!b?K3934|JP9R+Oxcz-hn)y&%K z64+xJ{ij9xpp6_@BU^(m7-I(h{j@Wrr{>4}o@z#np0eLqkj)a9m`JSdYXccf$1Bi3 z4rC#)^k3nHEy$OsE9@4by3@HV9JMvUs0)4)qFK_~$j#kF5ISlOBjBHGaBu53eA-=N zm6N6GuI$j8${<}#Yk61_<>c-7NJ+6{MMGpy4GwGId@#x-&47iPSiezl9;x0mw0G`7 zbn4RqtM9s40Hi~$>h z2&t(06b$yXT361*W>IrR(+9peYE}z%wydbtcVp;SQ1{t41xr(U(7DOSKsnI960)b4 zBH(>dv_|R?9{l>~sjCj)H&fJRExLu2a3q{pqFcia+t?Kr>a)5S6#)uLo)14$1DwwV ziGpPAbuoLhe{p7y;T%_=bUF*NRwy0s;k$ukV!#v|Q9;48iA}?lmzVn?{!>3)&}76y z-tZzRkGYl;-Q4M-oT)NJ+^Pjq!?kSt%GdiQKk}gkRGzp8=2-QtSz`W^Qjc$zpvVy_ z(%{e2MgBs~U%lF1*W}Q`>wTWFRP-50Ffv0^!)}s^N!xeo><5*JGAZtjDj&DS1%XN(hM7DKIuxq<{UYzv*<0azPgX){ly_}`e$ zjx-h+{TjKL3)c)1cNSq_qC9Z=u$~TFiJ&@L<~3#d%92f`b_fM#_))j1pKcvGI@DI} zdpPp#4DCah>4YL5>39Dd&3VA(udlP{JN(_9j&Xqt6AF&VL}??+oRZ_Zd+MHO3QVlO z0Mn`22QwR!Ej&Hx&p3T z7}lwM<9i4u?Il*xMFOtiPIk4`|AlQYByUChTou0NYWzZm?JTR6jF6H{-_A~nda@PV z*FbJO?b5+f>(YZCR~ZLBLTG3Az1>XO%*cTS(BR!wb&LU4Q@=e06V(HPoJZ|{rjLpwV=L*+Ij za3uvJ;t1C?@QQrNgY@xPAqCBXR!)nlqWYXW@Q z%d>^9H4L5JtjP>m`e$cx;=j(JqYrQuD=RY-pKeKLYc4(8!$FKT5?KY2gXE)x!_cX1 zR#?qp-a&Ogk%9|b<54m31{Cj%y4tPZE?(~YEo;F}*C}**?}VQUV<~mVdH?TVDqQ8G zATt26dLW&txb9A_JGJjobCO5C8%dHulMK{eT}k4tDAW=pyEso*8oatz+6mGYVO5zt zx0EF`q^1XNrPwZ!ZSVAj1BL1JoMo?{6v*vzo8`1h?3&Bm`#YkYzhl5}llJg`Omvp& z;=F#86!+weg62#0C;vm3pLBniKo$)rYsC2cu!BXC>eJRFBS++={>kWs(E7jiw&tTv zS={lwk_q@<%#oOT|G;hV~`S%S?hX504aIm$AyrbASLrtvDIMrxCgh$ zNQ0bdoOr=hKGMEIj1?OnLbRDQ*4}AA45nJ{q)$~g*0wYij z!XV)i`}sh4Oes?(K*W|k;)?}BmEffMgUmxW)ZLA*-Vpjh>Sz+IsD589{wW)`2>c??3bdsBpMCt4O8pRkfYq zaS8?%BLJW`R8RU|hcTS2nwP)*SkYa}Fuuw9?OuPdnj|0Mnm6*zGHZLkM_+CAhXP5H zhqp}LWN#XUX?fWjM%Dc0F?3P>DJfDv6^b!()zp=A5S5cxM!+fI>dVc>d1TkaNnKnTB)k~LykzbrZffT1-1fnjwrK?vYSdM9SW2qm$Ge{Mc3eN?RY z)Shd~{$5Nq6n&8WxP4mvJ(E>ry@H6#+Ss`-!=~ryWUBW!N=F<9b|u}VON{sPL9-&} zDZeK`1hm0rXf1bG5?fRj`2tBtyMBHKFWO-J;PTY>M_tCngRIr*ee+yb2rSx;=lKG! zn3`=A$sc;YY8}bct2F^A-!N^#8$8TtAF5?pzI)pB8RInrz6sXpGny|SwkAH6yfn3} z-0gxCw`0G81ob%1Z~mP>4)opyPnyHDkt-zzc(e?cJ{D{gPHFxNQ6Lk*-TWe{fk=Yn zEe=7E<0jpCK!%SFiTB)PY&q$BMp_bke=UQy&lh)h%IqqXMeg=M*x=|i3)V5BlDS`o z&==tzD6Vn!OZN)V=`U57+;TKtQamUhdR;tN6g7YUHBwlL9XXDCKb?`BNbE1BMxfFn zYFOczSz!0f-x{&~BuF6ofbo(+|D2nLc0-BGQ9F+<*mO6u#i@`(wL%gqXa^Mta(meM zA0<^9!9)aM`n!`VSzT&t4ZtopavGT&a%q#hK9WwbO=(lMt1M|3DS(?3oP>XI5!sTo zuXQK>g1)q7Y0%1VO1Ul)(R!x+dhv@3n~p_Eas1C%gC^T_a5tPB8(7k;O0K*vSAiN| zdI<4@dvMw{tIM3We{2l`b?q}HdxF+`$H#N8BFIREY4#>)tv?;yMnsBc>Qe!*2z&HDb$)2c}8vEX3;LyjH$zh1XRn`AMrN(tQo=7GnBZ`Pc>xAs&+ z_zxQc$?xZJDzihtt%mNsaEMAYuy*(E+~&D+n|#8MooasUgpMM=A33h#g_2-QPFD(L z+J6s4zlAMfcj@mCUOW@(k~%6X(KNG7g><_ zZ1a$~Djt*-)}lTjeH77*l=Ke#)8)}W(U1Xy+0Ay|?hht28$q0s>!CSLt}V$OW(At* zXTjyg7q+3SCJsH7MYj|l4Y^{$+*j|h-o6wyS{-5^z3wQ$c-2~B264aIt8>m+1^)KGbiH z1~2)YCSOOuG?{%_w{oa%m$Ky3U=n37mC&Uz=k*}wVxZJJIBd{A+}!wDKywb|--%oid=U}%@)hFV8$TFv z$rfGsT9GHe__57uTb@Y&F|NcvcPE8gNSL)kzyk>ONwI%^Dqi7q@PO;##RFvz9=J6Y zH<9B~F8w+HEscAoX<&5VQ?W+2dPFsP#9*dNF2Mnhc7Oa!fnnj*H$w0vD)I$!enLrS zN@NnYXberM3i<`U>~0Pcu@;<&C>2eJT5})Ab@GFWRPQ@qg3aY7&FzN|Rn^W>`7<_Z8Rt4j*K-Ozz;h+t&`Dg?M1Yh$H3!NYtnEL|Ojk_o< z)eOPsLm;b_xrvKsKzO=ERAr}{CslHBAao!vcG{QW!y^MqkGNigTvcRYq-5ux%i(qK zFKot=YpcX7txSqIFqJjtGgi7u6`i4-Xk{{2Y|bOBm3PsR!F^tG-b@ZJt}~Gu&{V0& zQG6ODWDlN#Y!3ib!nuSp7_D0xa4xgpXZH)I>M4QXv97n4H-u7$h|!w z>U~L_*i^OCCTm#ay1JzNE+3coTy6Of_G#p56;|@O8L?fD#qE z^q~OmiNWP={Xxx4v-HA&MQdYXpxICx=YYEMpMeKU{dFrTt~@<60$1UknEa&DRnl|G zkjtkmtTkww;_w&`3;^WOX z0mDf;$v>$6;lRTULp7U?M;K+&Sh-+9*9U=o5`!9Lg)X3~ZjN*6aqgPQlA&aghEy_i zWuAt-K6!Mg9a+XsuEzm=R}tuQ(}F0cY>_&R)5jen^v#SMWqEv%YOMohq#OWnAd_E6}*JQ9j7>lG?y7%Q^Iuj6xs~Hy+7(c`=HxgLA8w}7iiLadH zRF4p2i%bI)TjgZxpmn$4S!4mg#nDMrYMK^Qa zW0awhi&G)~`c`$I!iGd5DkcLev41hZ@zS-ObS25V2E%1~SisegmjSm+vinTrK)obj z%?NiTRMK0kv6Y(3pLmUQ{h6Em4+qXd@a4MA8tP;G%FHyaiY za_Lz=pLU;5e>1qMhHsJ6n?M|TV!frnS%%oM#vHkp&fz_g(-_?KFhT^ zpcf!ecIGSjP}8F<;Y735b3gOY?lvr3Af!pH4pD6ao?x)rHTrJ9z0cgqY+iH|681@Z zaOt}}dIC$Rzgq$oQz(f`RKI}m2N*_n{6s9<2MKJEQXMB@e^6Jtox;8}+y|-_eZr{A z+}0WMV?K4VB{1RP)47o!@HGoA3~JZOrx3yFd9*$L(_kXX)-@ywgKvOYuXc)~@RbyfZ`(-eGD8_`B-?uT@upo;uy`F8YHHxRrA1V|H!kfs!^6wn zx0pe0r-GN~M$udn{O7bB(DiY3GzPPF-kEy8SKl1mz-V5WiWDG-E{CMPAq~bpIu$@H z0vc5~>zD2QU-;%eZ%U!sV=l#Xu1(+BPFTjY)x-wRmtc^RqD+rrAvUuqMnf?f zGW|OXKDfS}5UK>A5lOPYZKyMeuD+lt4o^4a_dcW&v&`1M*el|Qz}<<>Tlq$H z#;yjg+*1o8rB^Y6Vo8DyTw<1MJ+YYeWU+b`%k||H%85A&@g!&aWr10#KpUB^cCDki zuO*7;z!!%&rv(+dD8u8HiEx9S|4+cdceoFVcRNvXn=}4s;^=Vt^%saf{g9C6N+sK- z=nGM{IXO}w)Klh9xC5(s&^&sc6P_onKTdCia48pZqm0BZ7(@;}+u!$o9BU{J=4T%c zQCIYQTz7}S-=;8}7^DS5DAfQvaC*f?!1m3t;M8-GE0C)69%DtFP;T6nxUtK!jo+H5 zb-gmh=`)vLJV2Yj9$^YQ=^9w4C0KB*3i834+##$rDtUA?uV3u|&ezq^4}{q-o?BSk z+KD^QkjbVR=`2i@S%7-l3}O;gNGSD=WBtG)pqJAa3e*p#)tl_ukC+?oD(YRnojtVT z|E4_nX!B_m65*WU;kus7p`;V9>_HQEaGu5;UhZk`ELbV8o~W-NO&+Oo0HtvmoLz8F z_!@LT9eZ#0qhdvvE*Z?46awF8uFz<;sML#furKIdTu@$_kGiROY@BCH`D6vDE1;U8 zSdF^_o1*m<5)WQQ_A*b%`p}emnYdz!_rE{-!-imN_KpRr#CRwtR=<1Hb5jC{ALa;> z@z9>R8I&0V>dM99EK{;aPu0o921mMm=FL=a{WLK2CB?OpOF=23+ymo{rb|<0I$!2F z+}(=C-02=sDghlge<6l(Q4g8ZFDrGQB|4Nuh*Cmg^?sYros=|@B$t_dpUR)zBMpT&XWvw|CR3-pp5K(a zf^!oV5|GaqaOe`gFNS)(B2bZdrVL<@T|FD9Zo!$oYH1Qjp4^~n>t2yQZQd-}{_YOprN zqP0NdxrNUL;d7>A{JcrosC=T3S$&P8roFnNKdd+}I_V`GNoF?Jr0>Cor;nd2GOHcj zR}mCnd;y$$RG|d3KHNlwWeIGsx4m}cTX*-Dbve5@C7&VVLiecMgM$W1Il)UgamzrQz@I$y|VC{Dq@xysuzw{_uZO$H;}_;h0Plae(}m%PbS zZx!Pvf$!hR4_50sI_aeXw-dK2q^r8*Elc^*f9tdq0BkfAP*yb#z~DO(pknWZb|N6^ z59k}+NVpul7o!KR+Ir*%g23e87$h4Xq}cuppi!d1IEglDNh!34-%DR!mPkMM?C@Vu zEH-H`0GdJr7Q|_7zPVRX2-|P_CdG*eHF~EzuxLGIanX#ZeiV8Jb>=d6=lMJ$p^aZX zxX;G^)R~v}?i5lo8a)FHr^GV#gOL-&sD`Q(Kb4=|AD%(NhjIe7KP@1&@iH=Pa@58b zM^a*6RR5r|fDDealH#VN&kSweT1Pr`nlQDgY(`^lN;x!tR*?;3omx=!QYH7so%qX4wT) zU5XY(Mp6o2eX?sqj5$T~m3BxR=_;oA{wk6r&Lom#iidl|*(It9+ggG$PVnGg3+kNOuV;EeH|=(j8LLT>?sjq)15#h=hbR+_lGZ zzkAQ`{Lc6N!R*<4&-wdUpykY4B+gKbK<20a4j1-NZ?l?o4!XOEQG`hv{HQCqJ*=mtcXuC{Ywv2csWn7#phKWh>KtuqkUql-vM#%rU`W_`*(O$6O@GV9qC2rm7 zD>72?eS-JJ?Se(2Ch&%LO-5eG28CTUscH3u9jPQZCF37)u?hd38Bz;*bl>TdF%+ud z=m9iL{_0!Vvk|_=*bJ7}2&%YY3h!k6RuEGU0f)prhaB?kd^{9$n&G4~GgT8hU%Q{} zP(L&hDUn2{~yXaIch~+ zutN0@nFLj+QKOWk=2dq!Mi;PoIJeoRWCaHXk9K;A5X9Tu{*$N$5>D!>zH6qta<+wt zaRSxG58{D~#-dXqp-tS%6H(iHOMl11!MwJS&gor^zXWfJZ&3nsqEH<9YiV#%k0*Nm z0qqpR8PI_xo`*TT+X35+fhG>~&%hbM-2>6Nz2Io_xM!&y7AIV(U=q?W>RXzspdqf~ ztPgt7>CWZ)Vu#LU{&auJvWt1(P^-FRZ3QiE+2^_{!LDcR-^lG(fmu^`8m_L;X*e~4|k#Y zSVPy_YvSSX?<3pOnZ`Waw< zpB`>{jLZrg{&592C?hQCXXgDfJfq8lf4DiR;Qaqx&o`+7DB z-S`8PSHy2hB6)<#H+z7+%+(1Ic~92`Zl^)-UoVBXRe$eKaKb3pDMu2gjxq2okPR#gSUtmCG|E@m*lWlh`~Al| zHKB2i1Qd$AF+!u@eFnN}qC&fo3$BcyY|_}`S07un;M*)uv4Ec76_n~s z2JDlC9@c2&trpTly(EX_YE}8!+CjMk zLsp7-&)IEQUH?d;~6omcR(5Fv+tf7U?8~v3RVpPD9f7Dp`=m#(X1~ zg1C5WviibcreZ^|{+OA_?aLz=8P?a?Ra7c!yL5wOw7OVI^7#s#G3Bg~lw)zLX_eG> zQ9i972~>R7{2OkGb_LUOe=o*+jv{EJwmor@YDG*?MKfgE`djR2Eef-J>*2KE8&T?y zF+s)Xv21?3GD87+RRcx0-`%ehH|?^I91eHYw+cQ?7MwekJ)*8No+i}yWwNI{t_l6T zo1*P*!}?oGm&6A6VMJeklx3qHJbEK=Aw4X^xR}3)dg1$t#GhL5EQQuaTCWcomP*c! z3zh1>`1$Dya9poaawuz?Lf^3gsgEM?lVW314!b#8mYI>UNew?g*VX((G=7y|?n}j+ z&nz^Qwm{VteP z+PfZVZL?jlNp;Fn*y@faS{Xl9!?Ri6(VSNlnK=mC6t{RgzJ@}DgXaEYtY$@k3kHG$ zPrfRTPhTfdJYwHsh`S}S^O{Ra6eGwz%?e%2Toozn;EZ**&)b_|q#z zUxv+h%KF|qf0;$jVx~rp(Ym;ki8;4a`KXX!=imC%kfb)Uf3Vbs4Asr;@4U{rHb=*i zNjf|^w4P$rm!)3r-CL?7`vk}yrF$-qFh%j#Hq+xcZ_+*6K4Zj*qa9adQ#C9W*l2Hc_1M@wK#5+OyKLI_Bz?_Vg7EIH;~s%b?d0I#U~{8V zi~$52`}gDDl${tlDP&7idW(1x%&^PFQpYTPwZKoKCAMbMqS2~Elq*(-0-7%hMH^unQ~r!{x2Z_!#8T%r`vyj z?zZ>fe-o}a9Hpr387s(^zr5uGFGljM?^#bGY^NKCldNSOs1Ta)*s`9a+N zaO&@;P6;FLb<_FbQlix(!SV0UYi=fl7d=VX%*UQX>9ZFFmbh=^8W)c|=kt4k$-`P% z8z=znjqu$Nv-wY5A=$`o*%c$#z&$MQ2lo89ilef8n>@HsYjK|xv9g2fAv+ksyv7Vc z?krm-(2MCZ&KWGS5MWLW>sRC+we?_GAPnHQyNRY{iQT9bAPTT`R(cwV+nm4CkTDQc zQItYwOJS@gRyu8tAbB=_+u!0|N0GK)`KSfy*;1G{drC>H*Z@|*PWH(2`;$c*){~*# zyM}-bs9?8-vY^G~u0FpVm;P`g#FJ}97KPHkz#UK$NBRJNMQ1_2^a9lYMn}itj5OBB zCqy;7pbXk$6>ga*@??3v-$7!89MqdOA=BNy80{)YYuFk1gog33%oj3zo02DZ?lVPt z6X$8Ljg;9A^W9n=ejl_neg@xln4XA88r4q~8|}n|xmo}#QRYW#sa1=s@cs|gUz>Z6 zhbIX078%JnjX_U0=3*yH9fSO?z>-hT>@<6Z7S$~vtQ*mBIdBwRi_7_JL zoijmWbC24*qzP}gIsG!DKYM+pvj*rmK|Yxq|Gn#j1HZd7)axThOK9yjh6?*-(QaLf zy!h&`0+$a%v=yy`^^h(8AP#AkAmA94%4s(I7`d~?OMCeQtRAlRuPZ;-nzqBQOKo%A zB3H=nZ66id%pJ0dNhfh+f8TrupsZUguflx5V${)CtIL?Di_Q@) zy>{8nHG|a@!E^$G0e8(zvIPv9&OS=I@WHTqPCk2<3S0b~ z86<2Js*`JB<>KFM$YVk)a;e&S1h=aTQ#CrGLa>)O9P~b&P8Ua^Zc2QTV*4X>(dgNg zLu+z}OV8nMf;y6_nL2!FlhvU^D+YpPCWld3WJXse)+C+g(@9iPGk08{OwXMXWC6rw z+pwC9DB|d&;uKX%+A*AGf z?NRUqErPD`iIEol%iq4P7`Iz!$V3#;ijOT+#`;c;KfnUC2tA9GXQIj%tK5ocqp6LW zHr-FSqOx|AORE++^CFCNM#!WhKIDXCzLI^XI3#CC_U$A=*j z$MlmXx4OdN6%b!pn)*XFTINUCWo$R5365cR#C;|-5eDwl-2Za^++W+0OD9nNjNvSK zkXtMKcCh2Es&I98DC|@sR%nfyDkw_LGBqOaGIwtJKq$Bk`hzGt>;a_IiToj2sX0Mz zRR}x}s)0>xN$Ds0f(heC2)TUK=3hXbM72e$gDlYDQr--13U&(Q4c!KiM1Ws;b{qi@ z4-+CKQ#Hmh0_D6SncF3g&F67%>T|A?Y!Uk#HApiz{L3AfAsp`s@BH}n5IXyO*k;kD zyk>*TTW55#hx!hvj2@s+eO$NuNT8fcziJ8uFk)Iq$!rcKvr-lb%3k9Tm@yg&6@;kA zdm*@_dFFA+Krh@|gZBmiq3)~>WNr6lDd#xeN>mige+U2_#lejxDv&K6iO8AuSoH%E zN{R6Gimp-=*R2tugX!1X!k*d($?4cEibydlW{M!O)aBc8w$WgHP`t3&KwmO;t=O06}y1uWfGNFrAnL zY>DCu64=-T~I<)2sbeu zIGCXc+K10aKl`Zwy6hb!Iitv4L&Su5+Bo>eRZ+lhilC#oWC52iWgOWNdZf3dmjxJ! zIC>1MnV@U%V}%yOg#(tXmMDhdwi7Fk_*_n@s`SCHf}0C~y$ZufAR~qr=vFx zIb?;%0TI&Twuq_r>%r%IEHD+*t1TkK`<{+o{s6!p`*)WH`wk!xe}b6wiPW@>GkdZ< z(?ylT_7)0N!d2qD(CiPtYqVjTj6X8^341kOxBkz%IcpEei^2%Dp0IyN*F{kZBDvRQ zrw$RP_cOlOoSdAXXAn;GwFlB7i%H+}T@FAD)w4#_STBxIhlSx7|((RDGx}F6X2v!(U<;CWu8AR+I(ha{HGi7p~v$ z@C_tL8yM5L9E@?0#dA@hZH7ltE&_^;I1N=@68NboHyiiQJDUWH(O+#c&BR;?d`;4N z>v&fLvp;0AU!W*-SbExz=cQq8{pbs#Wr?|M$3e#2p{KZ?2PmwP%`jo z?|8U;)8gJb>~7c!w2B%%?<=ht*Sy2O3e|jdtB7aqlD=PC2WSNL7?uD$+ui;peSy0C zYT?>l#{Fd$^HJ;_VXB(q{*KklduHuWA&AmaEnBv~N~Y>o=~u6Npw&IEc2!eB+taP8 z?zhKxZ+oKtkZ0L*Xoxu9z7xV<6Pu<#9d&GOPv$XQ7iuoEh?L_$SD=EFrJb2W4gX4j zQ7{6H-rv0bgMea~!d_N53-;+8C&{_TQTf+fyEO2T(MMi3(qyLcbF!;$LsD~(=wCBz zdH<`7DfVUTVD)f~BvohfnFK$lAfPq;d8LFpr>KJ4ZYmIF`EHIQ{aGaTMCv0S?REu` zM0e(s>(1;zouiI)xW#DQt`1TTcok}!|L{nhc~0mnD4)%q56?C5zU8z%5h)OSql6hX zuOSJOoe%WG&%T10nA4a_nWR)+g+*&If=91o;TwtP$=j@KGjY;6)|Le zFKEksJ|?r`OUzB1xn5r7PeqpHu}zV%u3TTQOz3+m=DiHL$Kx=)H@c{IU!Klb*s7l^ z&8-!80q^N2f>4)aJW1YQZ>)tB)+#%eK}$zaRiA9N9g2Vu#s_Iv6mte`51~G|(VA4f zjY}T(9+fJ3EKA~S{bLK)tHjyV`P`HF9)T7h%1>SH#ym6n=5oyFcMr)i#Cc z@x+5ojbnP+=C&EVD~%5yN&;|ZrlZTt8X(9!9odA`vBe6wT}W&AD^0WL&YF@qwmOr) zr*=Q_Y`lx<3xy6g*nV+9IAj#%-GIYS#;26A`zhs@YZuj#H6R+AIxfHaMoe=w3GDbR zcgzMA@;>~nnD^p?XxrlOeC!&R4V|P~T_YN|VhS3M5`4q$w}t1lgp4BR}P zm@jJ+a+UyRfF#Ii=vMe(Tugp+`VPa~ekZJ4+rak96d1pOt7Ugo@|rfc9{3iQm=An- zEZ$nWf{sfB7ZFOvON#BoJGLqH5w3$a_<6tgUAdfy`v{m|nHg8Ww`G*6oWobdLK_C? zM2YY+k=-==sk3Kv#R6~-)F1`K&+ChMz7`J)JOh1aa#$Sys{tPfa8OKhs4IyO*=fF>JZK0Cfqx;$;~3j{(8te}Sd*bv+PocyY^WlW@{`UdhrWq?!^S zV1(8uDRVe5;*adjdwkO|tPt#80sx9^xuQVQr0#Yn!&0})wqZ*L%4dcby|d@W`xRzXJKWLm9|O_sSd8J z=jK+%_yPjItE_Mur7w;Y2VU!~xS?(|bxr6ntEJxk5?C64C}A)*eD5yq zFN(ej0NCR?NBaajYjM53D0y|n{R`M6PNI~!@##7KmI43@ZzDGQSRZAKjCrH-=Dipn zXP_Zg7^MoBl|(!NJ%iZa?YMAH!D58}PLS;!yTq&xNi009$BDw$6%dQ(EjcTtD#rrs2!M=4-*n8W4h0LZ~& zI&g@2xL(x_PjV9-bMa63&1xUj!WiFMRdjsFM5qXS1Yag~o*n;2k9n%1%5|rCU~%gX zp&27WprV3seT(hvfb3(wAvR;lRVB@}h+IT&kD{bDkT^W6)8wzr@M54M$K%WhR-rCgyO%edoBe$K58}_^-iOB zq{PAvAxktgHRJ1ndGqr_k9SgnaL{V~E5O7&p9P`Y2CT8ezdyfa8;ptb&OwUNfJp1F zynxzwV<`yzOy3e=BGYer^bu*jGYNhNY(O#xi6qKv%8-2ybGX7v>1!QH?2%d3{^+6> z|HJ2meaI)#u`w~WLflk@{R*bL8I;{|Z+74pnw6YGL$;*J^NoQ>MS03J!RB%!_4G>;q>DPsOZA%a5rP{2-)!M`n}_JKha20EAW~dkMj2_ zl)(7ng(oY&o)5}*Uj?EV9zOa;xKu~!Q<$Q7L)A8={rwYDv=^hS|6)&gJ%o=G5&jy7 z1;If9C*caGV^v%ZJN*8Ksg_gX6MThjIF!6-jo$ChfNyJST&_y=ZE0P?5!>4f%NRf@ak{`c`9YK3XZR8{>bAtFyqtbt$8eCjVk{lGC)PM+4V4!#Vv7*Tb60KF4>?@w;-12dxx&j zx?ptyaxzq$n1=gCYhM7egZnoUBWI?%KDt-?&7vtxYZl=N8k}(<_VbOWOQC|YQU7?Y z_a=8zuPe%^>bdF@Eok(YZu>XNH(Fn5SgJ2!(oTN-w#ZiggA`q&M>yaR z3HvYf`dS-T93vxPaoC(5Of<~b2V|wWFqPHKX7_JH-CG@NupvtN`cPJ>%{zUJVuK^43t?CG?9Xkk+(e)nVV?X6~ zU$K820f14sJgP0TMEg%5_Ct~p8uC&+`j)_5h9n!p2p|6+aP;AxMRO$s>Af7!d?E(d z%X9I|IBaR4iPq+~Ib3c==2q7fx?o$E2)({qJtGqzKFN+22OI{luDLJYFKY9w;(Fan zv$3|>bWGh+&V@+}B6wk8!RGG;;~3kHbTYCv+S>q>dlf<4<6m-6wrsih`XkDsR#!P=B`uD$&LK_ zWtKC@eGnc{Z zrKoV2{4h#lPBr|s3~61Z$la`WJcpeEBccXmsmFG2CEpt^NB}pqKM7FN`L6~O_S^HE zx9@obCkik;yDlu)`(q{f^HB1(uWwa1#6~3z*A-_nAD$Q%C%Ks#oz%;17q;z+>dzbK!gv79@UrRO!fd5=Rmn?EL6t6-Njy2g%#cK?Qk=3WlvaG zM=xRg+dG>2gqSWafkVvENf_ke|Qfj9L_XNP*l zy=aME9^pD>NFq$Ki=Gf$;eRbzc``PX%+opT>kDrQ!@xpar2*%Ya4dJkJ|E??{+%^w z*4F%C+)`0q9;l{B8XSihH~f42Yh6_pYho`lVZk>4eL1`A^`+QJBx86LhVl=P_6#9Z zEDb(I_xcBR;W8d!zm;T+Wn>@aDixpZ3y#?ws~S7z{CY-DStuk>Hwv?-tfPN$nFP^s zOO+N0dp^xSf1bp?vHSKdz3ynanLV%!jxruE^~N z6l%x&+-4W7vzmBZJ}1qxrCF^c&FIp3Afbw0T%kRU%y049BvCNM?>TszFV!OO#<1HT z8(zh*OWPXPF>)^GMTH>WUS`zKZxx79wmE%0cO>|F<&e!pg0&ts9Hb%J5J*2D-Ib5k-FSelj~HQn{lR!UX$BUc5<%;(~qhVMq!N8Nj=! zcGOu71Rj>y=lS`Y_df7K(*gJZhOd>RVQ|AKAgU;@PbZVuk~W0OE85bkwT_?a(oVhu zgFj9-oZfr3{Mg2d^BzvXER=J>s%8#PRvl?fHzAHAlvG=}^G@XEe58R!-Bg5o@BSxx zq_>gl>iXwbg^q6(M50 zAWLn0G4LM@Yg>Nny(`OSjN5sk*M;6;iGhQivR=UCT><|8c_}91JMsw#S(?WJecrQZ z0A9SXvKlWE3)H^2It&O2m3+G|?D;4)p&#sdjk5Gl>|nq|k5%~aa=?;@ zf2pU~UZbr2#sbI-Mc4OHwgVb2$Q6Rw8MwpGpuFCn-KU4cuMTn|Tp-nI#uj6L&g*7% z0j&JoQP3i!_^J_JFIdr~)6%n^L->pC8M%9572!Z$lpVY7g1E>fi)ck+)1T7^*$s(S+e*0N!=RFN8Sq{P<=4;ct0PGfMUE@R#dq#ptPP1^?+GL^4)`&Yyb;PlI}jRm9_(!J z#W;B`aVUBAH#L@}Cy>n82lUhV3m-sCO4V>k&`3twLPF0Vsx`5c1JSwhT9R3G+g0OA zl@Fn(V9@{)&GAN9`u}e5#@dnZ`k#N=g->@eiIt~QDdD5H_V8}rn&282P+pG6lgL#i z4JB{(dsgii(?D}?*1&le&j-Qf-1d71T&O?f!MS@F?6J>l&Vw>HE(*I3R?Si zvSB7;Cy6*%hIkFb)LW<&-vn?raM8B zau=$Vu?3+E#qb-qR>2@>_#>`1gzkyHTqWagMq0BiyW45f=AaX>`Vb!5iv;nG>%U5) z8D57`cVLijXCCdVK1BNHaV#VJ?>ZmQGCFz+);}PfiMe2{O9&bHWz##LG6{~-Qw>K0 zBt>?e=;d)uD<6@@qwd&UZT!ur(5&hu&0Aea>ZAed^7mstwW8?Gr(mmxvcJ2l`f#E) zl&Q603I1-I9bOUMd6neErVfxFaKeGx}EG5X&3@eAM6)6*SV^De-4 zk#w@0h^)tx$%S8Of%+;T^23KSFCpUT{ImvSFVX6wR4MSJvcmzda6{dPt4F#;r(VC} znjA{zE&BITxk(Bg{9hr~O8p|xAzmC=axUcbZ_Ta6((XADk(LnZoQF9j;Oj@-5SZBf z_13_*V;i4~3in+ghCt!&qecix9_W2MTFA^tjmK;CM>#zSe_i_g#A^;Po7X&M;+sBa z&3EYMfW#$-=;1nXZbb~kWw}Q)@38(#3f{_ZgZCkLic*8tdQOuQqQoBO!8J~o`ujS1 z!a$h5H<5;`9#Cl_&g zVf)_t|6)_F9v;feHgw}rC#lcIO^xnHE6$Q7?nE!!kPMYH8|R{7WYeN97*}cCa zE@j~;;lfrWUo|%JNW(uTuy7_Y&}*_26}=;D01n}BK037c!N%|r(Q*8rKgwY7x^YvRKXz$1Hy{O) zB0%2wr|taD@uUw)n~n9=$8CpV5vn7TEu2TiJx#hZ^}j_pB_l7OSXj8PPzDJ9)16gEQf2ymvb- zbVs`k3&InKVA;s&D>covg(TX24Q}7LGv{h}j|$EO58>%q_Z8?ywNiqJoLBej{?Pjf z7=h3gguq{BZ&<_`ZOPp2#Wm8{D)}jhFm%Rg;Fv%vYwJp$Cw7vi_IkB*9@ZyC8v1+U z?;nn3ujG{5D!^$Q+!w1$o?1)7Y@3d|&bEXWl?h3&m?qiTXB#4*gzt0$Gmtl#{dU;( ze4(By`{f^frLQ6D*8b_90wf6lsO^px05#TdnO-3|4X{&0j2>-UDt3!!v3pOR``CO{ z@BU-YKXR6wnx20yxL{5FOTs`|7JHl%7oY;~&11~zN)!*F9d-1&7T9Jl{0*1D07(b* zI^e*}p5ptpFO;m^LAe)xKq5UnJ50th{8DGW5N=01{JLch(SwsTJ&7WF%W5$=j#;L*kCX>9=2s zV9$uBrNhf+{Tx`-?opGXty@0YH6?>WDS&*w;G*HkgU%mHE`Gj{1C|uQe~k`Kf=>K# zoj}1q{gYmd{{7Mx-tu1egE{mC_N;)zLiW>i92V>ywuI8}>$?Kq-2&mI+>~rUC@9Qi z&Sh16iiOhmo35U92Ciws!z%4gBVz#s;RHe5OX8bW6TvFB?3Pa>zxMPn9BajdNXedp z!+X4+m11V9$Y8m`i63F*Zduqy2$mCq9g&6sculGSZJN^7FVNx&zim;Mg& zTz8&(uP3bgw%LqfwKtLOuK(dk_Yu?fIkBF1i7HA7ts&`!u(<77guu<>;4rv$2*&0c zwqDHDZxafV-X?F@ObW{0DzUwKfk(b54n}0XZiUe|rY9P{1^?mvC3d1YEwY9rw@k`)Oo3`o4`fCHsL31JXfAsKa-NV@Zl6?L^fs(w$`3rVIy3t{{Kfi!R z*F7UCeq%-zPCZ59%L+dP-)+QBk5bU_hCf#L2)>xvaXESUhy2ZhifT<7aOgE07;NSOqI-0t zl^tR~^0J<|AS=7AWP>HHm4>51h&&H^QsVr;>86CoZE<_Us=iKDgxp7aowT=Pl&{($PH#f^@rd>XGd{1Y8;zR^En9gTrrr#khJM8m}bf-3tGz6p~Le-Finl{c_)ZH9KjsRBH*HXkrOW zrR_~s-KqC#2tOwVqQ0~y(l`Qcs}IE-T|I|jzdrsEf6Tbzf)D}^X?f@kPWcpSe}j5K z?>O+RJ?^ZTZTwIMWI8#rMH@;322D6NBT^FwppM>QE9UrU!lqgj5m=&mxe|hdF9-BpAr@_PyDvWIf0}$0Uu^()!SD#pp zMhI7mENri|U694Q#P(c8RfkOah@Elb4NVabH8VLBSE3_OvqNPK3d-CX2C^OK&y5v^w9ZveBEp7}?iOO7D+xz5G{VwMu{?Kvyr6Ex+V3P5`4}>xlsa8#D6X zho99!Tmhc7Hi`hX8{KJ2(EB*h#XCCb`8{xnt&+}KV>jO6jGR{Bho?Xc4Go6ez3*q$*qC9It4Ua$ zw^m;KfbH-nYqM>a*83l&k19_Rzh!~9*#>k8loa431ql`0faNlN~#Wjf` zRNc0<620yt%}3fN@V-O<2BS->Cw;m(#jeh0@2io2I|sxokQ->3-pydv1yTAH>s?>R z;A)yCA8F>*zMe~s(_Ek=Ytw@ggl{FD*ny)*rRJqtt8D8o_sY<@8w9Wr8qz`;n+*kK z=q+De3*qchNghnvpYzw~wZ=vXY9j|qo#YC)Bgp2x-3%qtqKx`No673{d{@V}DM zhlCCl9_jq*=3&^DKMrW^+Rqn^!QKgo*TBerD{4u+i*I#yKS=+IKbEW|K=UTw1qOVUe{yM!kq3+S<5D~7_q zu=O0Q+q^UKie$&{i=|0FeiE8kk9~7O=_Ya++jU>``f!`2D>y7(t}YY424j7+XgE3~ zCayfU_Hb-Bc{TJ%ED$w337b##s)$ z{N z&ht4+%%XZ;JZ~Btd+KJ;_`j=m{`&P{qkPoyW1H-vaUQ^OPX7mW^ zusEW+Kix=2g@p3L4SfLHRVsP@DnHQyetGMY#*rIJu^V%A3VxL`{yqtxPI2MG`3q#o zkSp6GEDU0k#GgE(?uMD?Mi2CYF{Lx)!>)6a!duYuilV07j$}(onv?nda4c+vqD-cj zxKrv?GgJ8$gI^}xmQNQbhFLdTX}$X3OjXq72b(_Vy12Zi$(^0QY?{Yn5vib_#$^wY z_6XnI->)Z~|8PPsg`~4=XQ+46R+7V%;?+!*gFdZoXLC;Vz(?KWM}#LLU}Q0>!JY+< z<0&QdoS7N*+?nxoEZMhdev%_{@F(%b(j&j)8P3D&w9WMg+ae**%hj3Y^tU;-{_@@n zPZ>wX=1fJAD|OG=dYSlQRRfOS}OT*~9MPg}@Sm+j-&9op)-sKgljO3D8^#OIZNtf<`U3v z5aV^q%O6RX!a$r#h0~Z;qI6)SQA+<3%$?oxuQ7k(FXn{AW9_q?PM-mKz>x@yp<5s2 zKt~SzO!8FHiLX;n>MhG8{f0a$6gdaTD+J6ERI(o;jrZOBkAZfY9e(k<`y()QNDSTp zMjXfv0)&3E5eDNVNH2^xQpt6ixW&X2ldJs-`HCJz6rIz=`z7Q%>tz%ua6-QZxj#!# zCuWaRFjtLRxW8?Olo*aEIm6F7msHNAwJ`K#b4(`kG_L$uhZ4lrlX%HT22K-k7Gay* zCMyZb?X_V-MI%bl55=vcBJ6|cxyL-49?;hD;W=JXvv@|1eZ0s}Hh23yl35M<0w%+} z>VmMAyAxLCQpQnVxw)aff@R^H&BeB~k~{&g9#Kf^Km>4&GC9G_Xj1e;fL+yNB_bb1 zwkKaO!By`R%ak$88pwmuD5zVJb1fq_~^iD?d0?<=^KwP<&Y->x^BK6~X! zFFXsQ-Iv=1mnCNSHknfl>13M6WCW>o9*THM?#%_341A%^QCj?tOjJhU*68WJ388_~ z!$W8yGp$Sj6~`(57c@XX9|qzq#^_#asMw?lDG{ejcDKaL#|DrkJZ6;IYv+wfs}sO4 z8}FD`g*GxBGa2!pb(7CG7JzWa;vJEwYwDrgVQU=$Ny$Or~X$#vwt zV$kK)$XI!j+ju`J&IENLX$-l5UVDl|bj#muoEh!mcnp_$$)%S;t)(NCg9Yx7{pba3 z#O~(FuEOH;be=cZHBYt8VUNgmi#}q~=th}Ul7WvN3CvukReosBPNbzv;3GHpf4vc2 zL9=5GzxE|Dmu`t#;s0ryi8Oh!>nvuM6B;6GSwXZHA;S}q#`cn9+KC1w2V?zFJ7HE{ zkx6dRqkp%734o#p9e(?fWn@W`8e{vJXNzyrS#sas$Z}Ztj(0Ue4Vw)j2-gYNsy~u9 z^B(AoPR_vhe@!q0hP5aoP;*zUPux}aE9Z@_3XR=`?cFms0GB zinXGzykVy`8zJwpz8XrTeyTGw?C0qHAh#2?yPB^w6|J2FPgM$Mg(mY%{w@G~jq;*J zUK^2*geDLpg?{KjED4><)lf>4hIhGP88+tChw*n)MJh1@fxDB6a{ElgOCvN$Gw{!)M61!V`x1rhY)b|wSlXwHLmjLRykM!LO2^2jK|R5Z(bz4+FW4kIrb+Qq$3EA& zU9G|as6+<0vrZ?T!r>E&lF{V_MX*}|XW=GQJzmBRl5)`7GhFX+v8uk;syJ{$m{`qgqU0*i67GLEIR`-@#noWg&6_o?b00q&7Vi`2-y z(N@H6as#--*shE{i|TP*9i6UeEflFGG$t;onVY`Ix7$6aD0^o5?#7u@oofCI&9MaO zaid|WqNd%%5A1}!y}lNL1MdO3my5j z;d)3l30%Gz%`he=5lmes->o%@2xwWz+Qod)52^6_B6k*8E6#8P6I3bicU}=@H+CKX z_iZ7V|M~9RVZ4TE!6eVg#kjxb8ZA@jo};Rf0qVR0cp;9=u-G5+9mNuX1c;Y=g6+gQ zQxkjBxmT}lDGqO9?Py%M#TcuT7z}?lDk+t?Lhb(}|cjfan^Wt;QM$Oc` zk67I>s?Fd3#W8$`jQS3El-VUPh5S)PvdSuH%sqt`Zf0gO(B$z0NJBoeK`?KSq+x9D zvAxOZqf2vu(g88g3eQ96n_wb#NM4BJkvOEH=g?tMuXo}c${x^5kw)^7m_*kdydZ*Fdq(WtS=sAR*idd&e_1q@<{7JC)8m4NzGC0wIcsqB$h=5tN zf5DF|!6d+IXv*Hh1$z4r%Ze&MBZbDVO=B(KySq(JwoJ#-w%gsv+8fIT;Q^z2drul+ zo;vGmZVwqKYj)-k1e^q{14~QNS9QWBPcT&yY^}jkY*wb0GOb{5S?F8b3co_sZ+~TD zNP-35;Eqzbj2l@3A|D6!b}_ z-VMz@jThvi)xQ2p@bg{B4 zPhCIDC-zL0qcp@A0YO&@)6E6jdBx{@oOuT>FZ;0xuLD|%AS9Mi0PiC3oYe?BnO+j4PwS4;Y`HI6(jKW z#0~!(gN2KrVnR#8>;)*!>F#ZC7rWhqHd!aW1MqX?KcASs2V0Qg}h^?f7g0Ul! z5uO90&SVWd%I&3ap_apQAgV5sBr}j+S{bX!5&i~tiD|1qtIzX7Pb}G%LBj+mfQuG* zZmBN7j%%1D8@au?9-OYt60J>J?{LU5smW`tBrEuV>g^Z-krZQePnh_G)R1XBkKnql zFT2ChCX>kiTKAVi1yFQ?Ca(VyV~QXGaXfvu5qtp6&`bh{!Zn+?_U8cQ8+}^&zOQaw zUQ=GF-Gl)p(kr|5*8Kg5keo=0Pk`xXqGpa!rlqwypV(hd9kWTxIX?vu6i)K;bdWWC9RThH31xXm92tiIF7UJIgPH%D z&?-CMWQ!hvt3u~rSFRhAs~9DLdk~4b<2K^U9X#ssV>3grUD~&|wI19HOPuHZlkkVK*C91TCGdI&;ggTgEb)6Kph7pPZQK0+o2cm;0iqkCjs}8 znyhB;XmZ6x;^roMj!R!?66?_4{i|b$T4$v}Fay{%+nXsls4d!4FVMnvhSJlX0OSGb z_(1eOVCvG>szv)74J2?J9;7^^Q*|Yt9L8Quak`?(_D}Ki%`cjY4PurISoos7bb2CS z!mK|d|73z8Rfe>veRF71BVsU|Y(ctAeciH4BoZEAIV%=i%BwgWW1%f9TD>s$(8H zY~}%}b>2sJgT3u{$4!-wLD`!8S6osx3^v?ECG&=@i%E7JG@H_3%D2=iK-hD%o<-K7 zw~7d`23=6xU{Ek>Nj-F(&Iex>ZMn_JfS|$)9%TwS_FkEBLf60YwX}9@J^Z~$>}KSB z4=7FBDi3WA7xB#hE)XGnCkk#{!fZUdrG3mpF-{Quk5D6~m`^99;wvbzj@e8%DE-2& ze}Ifan`%@&LbmLFLc>|0QF+8tST<)c&8}x)ZV${#aj6tr-F|g>7b{$OThPgCsW_eTjsz%t(35+jQoaxnf+L0X^CR*wO?Ly=D>t?nfw4{icH_#oDMH4!Koh2f2F z5|@pRWBuO<#`TT@JxZQ5N7b|MOVNyta1m zQOJ;M-_}2oMfK?Iq@g=Y#9A}BTjICKGe#E$M@&s~ftkhahy7Rh!1AGC=6pMBvhp0E zhdu;Jr9_TvNx|S#fiCrt#uzwhe~3P$&@_6{9HjRBEF%S1OwCW}?}`DW^x~=&LNmh9 zJHVJ~jE_%@)J;#NTSA0$U7K;IxQ~IA)m6tQi`a-hl^^^UhkY5qY?M9MLB{jn9tDBQMA}5- z$i~slS2dGX49V}EY`hqR-QE!~!x}eQCSx*;ZFQa*3aIV}B?l4VO7SSzZ&+NetGM=m zc9&%{(?|QyNXW+2-5*}?_#fH}(8d%bIhJDrR)GXV0oeiPCW(9zTKPnR%^BXdn?c_3AY`|LbXY zjasi<4wIjpV#0Yy-|I}r^VZdXDcfG?xj9U&Fuwmku>j9RLcJ~oUx}pi-A`4%@l!!Q z60uVlj8O0go+gMlQ1Ylode<;AR$}eGrI-oinW&C^lr+-a1r`6EIw4oV#pd*Ns8uy` zpDd=(c)@*G=;;C~v(4)u`Te@Sp^?$gr2r~K$-X)N2h@)cvI1FloP3EY3GoZ9@NJMj z%XGH_Gj!Hqa0--}ab?Vx1L=SC-F+>icr{_Ps35rRfc|QUMD3AAK~?~G+0K)ry9I9# z*--NWmz0nBdg-ROQJZL{1CYa-7}11PkLMEtqHeoNY@};(L+LgF%s>pyKrYbe_E}>E zG;w6GT9E!V1eB$_cH*(O=XNDaOF4~emV+w?v2>3!tDJZ~Pnzb9mtmiHFIQ8; zq(HX-UZ7SG%>=};-73~9D;w}ztS|DTUEfAMpLxit`y2<7YXMJBa}z%WaP(3}WJG13 zSDTuNQeQCTwT-`q$;)}3d0nJ$&b%^gMqEr{P5(lhf_9I^T%Ih+BO6N7c=WeGx}y&2 zUZ@#KIP$tEk3ZyFyN7G5bjJUjto$MnEzo|A!k+VrpO2 zKKON8g1NGbac{h~yiQL@*G@R?O#jtPTV$wEkOqr!JWj3^nkNOR)BgnnC?EVipkt)# z2U@uMFTu!^ zXd8$Zdey>ka>>iFFf4-lYPky_;I@M!S*0&=@IyI`s%(n@*M!si$OO{Va85H8eKWmu zwa|xGC3r1wCv`q9j;W)WAb~!p&>6z3mFRodNQ*3wrKVvb|bnSN25W+oGB$l9rPfTqK%#wV{1 zu6v{(PCfA3*Q3WV)BsZ_N5n`85KpNpFQ*K=@7&gzm(s4L4u#7>>@Y_=L}i$({J}hd zZ!ChC=Gk&abbJOGe3_xY(PgV8C5BS{6>!QT*Y74*11|uk4++Iyx-tj`L_Kg^A|Lx!dXOb_uK%Z&z*ErhAGz zg=_SP$x*S2#aGuOsniABYoS4tbKKtel3_7Tz-!!YIj2W8WjKTSJc!?ID_ zv>R_`=!7mt{}BEzoN0syBnf+v!%u{rw`x5rPbI!=_UBw& zOiC;B^S0e>gt~am`S1c@+QW|TUtu5wAT!F)qW2Ji@=gYj=K-)`XdXYo&L|UbqkG!| zdd4u|gW=57)Ze`+Ec$`&2TGQn6K&U@xICt*MqB)!ycLOsA07oRzp7=1Un}Q8FQeq^ zMn(@wo)-e8LooB8)%qZZY;o|%#bqKK@+32zilQDnd6yq1Nbm*P@wTHv)TnM6u?!+B zsxSaNdYQGsj@NH+6j!E`^T9rTxF7Z^0dO*M#yz#nv##3u5!hb;Gd-^Nw*$2!zwYm# z%nv|XhG{vC7$U5Aa8V4ds6Il(63EIJA}NtTwYn~wHWAkz3#N|A#A@2lt3Oi|r9}qY z5{m_if!gIL06W@}Ay>}hDJBnd%s}2Wn5dV;LD5Gc=f&|Wm&L_F4mMZ8R99Oxgx^3N z9ijf_o*Dp-FBaMXNWCLHy!Jfu5^&G>^u~*A+|yx0Q%~_`EIPX10FaPf7HEqPH3P33 z024?f5a`#aBA1<7#aHoQPzE@{{KGx5w&xlDK&=JdHjG~?-pU~lG>Dv;U5u{qZ>Mh54#oozW86$CLh_l6R;W&;g{jlkCfk_aH zh9?C%mrM;bw22mgT&bk8MLR_QpWz?_$aAz&>}f;da#C)V1@|M&M`c6WVsCf6#NkgY zSBmLRU`MRK zl~$r3?oJZK7OKl)rXR3`ss22&5gSd|ACp^*l|7~bZX8%%GnycWssE-zZ&h17vJor! z(tAC|!o>hmf0+1Nqz>b0biVdZe&_E5o=+H4Bp*;)8fYEC!Mv~Mb&qahdG||-Kqq7; zP|NQ!zKUDgGOO#TUB<&rIr>E3o$2XYhA-p?4xZfixb*Nhy%-;6rOYu++J$dnNe|d} z9R1VkvRGZ=+4F0EhZ4@E^isc*id*r_G@nx^z=pG-MHh4ZX9jL_WCAyV9B5}6RY9pS zxT?Hp3X>)s)JNGby2^L38?Q4Bw+aQX=0NmG;ZVf!U@Lj3vh6}qH(Jex8sa94rtO>M zcfpc1GcZsjIO+wDGn{PQfQDGCpQky(pQf$-$Ws-`H%L#g3#mZv)Y@;Ir;LX~4t22- z-<#N>aG8Ed(7cB$#{PXK0r$&erJ@R80!L~10B_PO`k~_aJkUwlJe*bc6XI( z0AK06h`w91F>vG~Yn&W$Q73~@sT15KUfl1bK5Hy&--{QeY{JetlToCzNC zqi@7`DiSyxboJF{{pd;A{SWO?!RDUSmg6f~|Eq)fTY8ROe8JLBe#M!A-O{O_wula- z6m8ek+Wk&5-_w50!s=CgP55}DR;Z*4ek9~@nq;aXM+Xz+r36;VcXwSA0IY7>jw^M+ zCk_GV1%+~Jspm&uVO5ICd@X+*LgyS9LeGT{2&4V(2#wDPjY<7CYKaBIDkUx4Pl+Ie zz5c=F-p%^+T&E9qK@?`rbr&Pqf}gH)yVB|4pwacV@~#px87|#ku>+LvSR68Vzz$KH z$@&{*vmAxxwKH%qGWQg+`x*LF&Nhq!$|<+KMMs%v=op8S#FXKof9hbB_D+V+4=-q1 z{)7Pj@||mfGzR-b%xxvz9KAJUI41JL{mt7oNk?P2!=N`71JQo}o<75@4hY`|_E)*MQG2U9qX%YTZ;8qV%4JD9Ym%P@Vq!|U@#0Yq8L z>`-rSs(Jbr*PaP}w3jwJbX$VlgvS-KeB3d!os1$>h1xA9{&Kj~{Jyc$1*vkfufZgj z2*B4(MD9`SM!{h;X!S)cCu@_B{aY2BH%8iK3qE0WU)aLI-Mu>fV-;G$3zG&v#-4(eFfv^98-|iZG1FB;9bp5Ah zUTbi|1j^H%u}KW-Z!bgA;$%{g5gfpA)~6k~&Ldw0uE56K>UVKq&4%BR zU=WR&jzV9#+({C^-N)jip5D{9J!0QTNPG;Sv)XbA4X~2r!)aW;Fjr({z*LM~&!+WF?LY|B> z1iHU+->6#8E|B|36ec)FIQf&1@_bTV0Iv1hXlLkTzQ>L{%XH_~jk7J?sK-g?2a93` zPOqXk#Au<3>1J%@?SZBoGJk{$_`>zOy0}KuFxQ*t*cJAi4kHM{nJtZ~$Ep zx!?YGdu2&Q&S)yDAc}KZU<)F>lBwuKJ|KirZI8K%R$CWo)-1+A`1JYw>nzS!6KYT= z9b~eT?+iJQ^tfIC=3!!82u+}pN7Cs~fFFflwbB@je*s*t92lSd4KA}@S_a?j{A2@6H zOyT3L=)gm;1vwM0^lySK2i7O%eim|X0sJ{fs=-eACpj(?^TKRxPw`(;(Sq0qM2imLEVZk}Rs|YA5Rsokl z54&xmlsg}54Kh!~HeaH+FYQ>?3ES=TrM}{qdlmvL8q-EP8ej8-iH6uX348^K1kBB0 zq8kXDb_9>%XeG~B^GA5kEe8wm%kG(vF8$D0R$%N3*>LU~{XIBr34+w`m=W?uuojg8 zd4+13O5IgMI_RlhtF}}P38HP><3Hr_;f$2)n2Qwt9!|t7EbHN6YUw#DhRDGTv9y{& zH6&$kF_gO#x7hgA;^_Fhs6IU2&clr%{)vc58upc*3|9>qnd3QDUKK*a$;Z!2neD%} zCz73qhu{}=yu6D(t_{%CeTR{Yj2*w-?9|T#2h{x?AC4aznhNZm zUM0@QOYSbgwT^m)CMIfnM9E{vl=hZeqy2=Dt6lf@=y+qhgUJ&|WM*Af&jNbytvprK zwQ6RoRutsI#U+KOj81I^<{_up1d1+mkS6_(UjfC!JDEi0-H|)K$N8Rv8EOJ3hCZZ@4w9Tbtc)H6Z(Z zR3xu%^t)#Jx!@XJ#iy!FIrt$gJ;}iP;C4M&McW4ICg&ULp*i=nuIwnL=zW3#ho+bN zX4J|2Z>nz=;--|xUjzwTn3^a3q>=Bmn^zPL&t>$|#qp$5)kDGz*q5yNkA^m^F&GVW zD^rSvU2)NW>((mq+f7P|7O{CG5&WK-sU-@nd3vj-%YByZWtZq(gC;+>bqupZ-${xZm+x1BOtBC5;p#bvA2eqrV3$glj)NSOu8d3RT%o3^XwF6)zS1$Va2u4oUtNkCJ>iE>ctz8E4{_Od7OE; zaF~S7k%Qjg5Ue%ei?_9U@3{gQZT@qDM{*nULi^8&MOM0nZGnV6c_2W!oH zO(%yX(efYL(@qj;+|I?7CFmVi z5Xr9xgP=X~(i7gxF3-H5p1W+6pCp!04{?jWJUwV{Isa^^4JuoO2J~(WD#(YIpyxV_ zBx!xlo~)zN@}en4%6)bsanqlgRRM7pN3J%4-52Y5oqVl1UvMZSNoZ6j7`)|#{4h{; zVj`K*_jFy~7~9h67Sw1#Rz5N-uKuMe8nOEvdv}-9t=@X%Q~4q9NFrhIJX*oOmF;X`W*`3`P zGQ^IHs8&Ec7Edu*<}sM{Y_39=dYRw@27>RZCu*=z-jkcjsJ)S?Iae|}Ss~tGbE$7R zatK#MChG!4#a@YoPOeoBsUw|yv!KM`GWiyRV%A;KS@YsxVxnH6r1qC;e8g^8L&;n1 zElGQK@k6^-ako22PV<$#S*`Y0SAPeks|gCe8x`JXCHA_6)I7~#`sK?0BSS%W`sMc{ zpJ|jWmu-+~$n%2=x=PWJ_Ude3Rldh@X`F~#tjYBC+fsyY6AGr2XK~6=ynZ>OE@jod zJ5y7FWMWDs8ww%0RV3@09EK1QFBq__OTHUX>9+`b`i)f!SgIxgJ5Sg(xejLQc2$3O zE9&dr^oJHwGnuZ#8YkPJ4Vy32n=b8Li?n4)x0}6MkG*=kZpt$u<@r(XQ9}mrQ=8Jl zC(<19A=)|O(&W8_)Miy5mw8aNs&Mt49~96`7bTTYhf7`^5jLVQ6h?v;Y;NtIiHG>5 znCxLbB{1FtT9bAx^^mcEsoh7p_FAxSSE6Im_merOmNqmBGylGWJ40;0Bv9*gZ$ZE5 zmz2sGG1Br49uEui?1Y^)TweB*tnGQYTunw*`f4FpuZL|~BoQ+a1Sa?`Uak7wkOZX= zLPBr|uTNbzFs3*U3R;(Qn#clw{<1QM7H)~D_(ARLriIQDWK>0eDb`I*r!SSc+FV;^ z=qT&0|JX$-6nHI#Rm`a{pkSm!X!i3<&?bZFptk$3s_ZW~EYGE^n!7IU#MopB(4Mv* zTzK-sE`F1!QGy zP?1NXt0$0{T5_3R1zYo2L2dNU8YLj(MUkSrjQoov!UMZZlV?&^EGON8 z@p^WT<+ z#Od#4ryo)_Mll;Vo$F4M_^ebe<%#`1>l<#iBZ0WFvxgp=P808^|2`jGh32)#W5Dks zQll#~`=zYJf7KQ=db7B!_pS^?Phlij%|y+-5{%WbAL;ee@>=?!eH~(L!fsDseS))C z`hjcJs;OG70Jr4j@8&`~PSo#bt+T0xmax#0PUZ3fEXA)-O`JC2RPUqSe8=(kt>C!8 zR82)t6O$QyA&erdr0AaSJgqCc3=XSD zU)62)>K}Z+PMfAro8nGs9*1G7@utU@qptK9@4LPER-e8619Jhv6MwI>q2eKG*!z=# z(Fv7bwexM?besA8T&HCDEJgRSCr>|>C(V=D{nj%{D;$s5l@4dm)L^niclkLzW5bC0 zeeT)7J)gLaQz^RohEBI>yXG21xc+)2+Gh1F9`1kpE(!XsJWjXxZt%iq z(K(BC<|~J%Fl+V#UR3g_mqWqxolO!Oi(U4X2NlK@!~Wf8V)BhlRs^rrcc*7+PjK~Q z$5OTUIxQph17+9@o~>VLY*QDS*)B~-2v$VJe{e@fK--yBEeYm3^7wG)E68s0Dv@&f zH=V%z-jRVIEy=cPtE{YSw@%cSgWg7F7Oh@Bj$E4zJrfJx?e^SIFMK);zPz!=%jK{b z3$vf+hFEo;G7DC5c`*lR_RlnUGaX1ih|ZCer}5W@8m&THC(82r@h1Me>Zu#zKH|>$ z#)CFT0f)}0XCxps{=T0l_59mXBX|8S_I9B>?EXZa3tm>xflk=2BjrYP0#(V0QWlL1 za+#^Lt`yd&W#i9WsjNLuoiiVnqR8iTSy>N$np>Eupr2cJqO*C=bRp98=fF&_q}nBw zS)pSv?qzoEi7NEyrldDq{dMEX%HShSp6NvckDumRpoEYDb@ToQ{NSN+Cm|>-*}y%M z%jv0xIs9@bX~U25x@F}p-q|m=VY^bN@6yiKx8eGP4BKBmZs1M7EBAv#*$U?GR!*aR zJtm?9F^#X6L~TUMP#ljW2_zSQske~z0?H17ZZo@(Fbs$`XI|SDrVdBJy;jf9+=4Cz z34T*qV?0a*I~>qw{Qk{le?3@BxZhUF)hD-oll6(@ju5`zwecoRB`wKl?``ayM>T({ zrroBi!sd|eorbE32X|@Gt5Rp5A6KGCer346yKN<%?#Os`wkEzZ$EF%74)y1~2G}t8 z@U`fG)#+MWVS~Om0rew<9dVh#M|4^xq{!nug9LY_@Y7Sld)^U_MtEIKMme>Za8`}H z2oW6B@91Z~TaKi!uv%-UVzcvRt%bckU(qnu%QZP-d&LkJZBG> z-XQAJWcXZ&XVaG`kW|b%R-%+#SfgTCYzh%W=d)`0kol2O={hxHdV` zx2Yr<`}}^Fmz7zOiZj;39VRClEZ??O~b)Zl?U*)qp)cY=JzO&~|vBDXW{#A0mtG<|# z@O!eZdag>p)1_aDyr_QbbAC#{vu#}5w8L}nG6%Av>>8TKY$fc~ck-I95(bo1qmpW1 z655yLgK}&Gas{)~6vgtp)Xo~jRiC{pM>8Gj@5caDalpfY;tspOgP-)x890Yn zS~w-mm8t3iiw^r&_k*QHCmu@iLcrs1-@c&L`BUj;vQTGmL6CnE5s5_q-SO?uYDd(65V;^`nti(U{4@dXU>+5$9!IDbrfqy6^JW?O$r7QOp1v zpP`tap^u_yxMe_wa9ti^b=s(qho>&Wozd%dQCGRY->>UrZ+^NKeo}6W{0sqsBWAoN z!;^qs`=UyD5Pkr?_JccArnkStzZQ&-ALe>M(GPm@KJLGO|j2g;%+x}lmrbi=<)+g~9VK8_v#rc2jf zv%bE58sL0$F|-GZ*LN&yVTZN3Z=`*TS4|&$&$-uUe9>pzxU{X^+6cSQfnKLlMCe`F zIXB9sLgFKf7mR7;k9-e)#lwqQg{jFa?5-9vVfTw`!a*N&1nNCE65LM`hsrtR4s;go z7iMb*bZ8pk<)=$5spcNPn zE9Wn>$;3G+2jqo83DavO-1#=!)j_hG71kEtSIplz%-#sq&{<>EC@{uM)GPSj+)TOE zk1k$4gL=HZbIZL|GiP1QPcicE49-n6lLjqy4Fkk7w$%Z zK?uP-AE&%sxatk1`+Es_`<9!{6v4L*d$>S1ElN)L=HlvqX~E4VEcBBF^e4D-sl*78 z&tJJ`YPQ8U-+3hw>(Hp5;?40i{(=vX9cwXi*Ub8Cj6Dev6LH(zwjiPHvyjdR z>Qt4?8ZR45%gB0vbj+R4Vok>0y}0cpzaEJB%v?h8N4l2hybabw{@o#1$v7fMwm|5hUp4(C-1v?JgSd6Gw zu;z<|-+X3Yq1(0_N;x0zV+J@zPL*C1=;mr^hGVO(7n4J$@9{(|mJcVxkmUl=5fJcb zq{W2Qk_YVp$&4YR3MjR7=2;N(eQiE%Mjqo)?%m;deNVI_zcFw>Pw^*-lmGVVNUbgDa6e9ySPl2M&0&8e@t>lbI@Mp#y<>y+hWE~-!*>x zP16!H+=4L+iO_3aJ!Je#YRBBvOZCniTPM2touT3#^^gV*6Kj151-jA*SNlc^LVcoo z&cE7vx(CD%V((p1&Wq#eagLG-bPd3P^VK*hNfu{9XHW5OOWyBZZ7)$vZXe(L?H4om zmp1R8HR*P?q^^qfhy$gnJY{5rQJ|MKzofUo&t`MGOwwM&+E#DlU}IZ9{LNgBQTmoV z2-}%0;&Nz`ILYqhZ5AKjVp(&ss|_=M8h7kKc(8R%9X5F9RLr>3k3Ql(kx)|PoXRO` z*Qs@CxIDXN4y1sP;}m|AwPSY)IT^sN|1^PVqH3lQ0X9o(L@S0bli>UPGsA&FYdhcF zvcDe-RlGh-XK)Rd3QX;T*GuKes*Q_o4>XH%dZ#94HE&8fk9{_5!tfy|;~jhaHzcLaEPQ0NJd+x5oF7mqF*w{xbxi za|k;>85o~+p*~-&tzJQUH%`Yy{FiB;NgpkCzS9*44}M@a`6m=y~qwEfg0c<_AWB~JzgJTZC4dPQQt!fq4Yy4KUKP&vTWwAXy8#| zr~v27XR6q7r_TpBV+*C0?=)7PkIi`SRBo)PzX2}ChTr<=xCv?v0-b}iHOB8)O_!$8 zMUU$_$xM&aAMDY@G=0{zQ^XsTq~@E23T?W&G}Jvg17#B1I1-M(w0mqy(=g`U53~11 ze0+9~@C5GnNY*GD609-y?0Y8t4}X?+qauC9S*MpTe;}Jen2k(GBFqWX4(Rv++`Y{* z%kU(A^$_082L97aW^ou3f5XSaS?`SvFzFPvJ0G)KPcVE>q)zuhKe(^*M=b0s)Vxx( zT)6!#ces27ubC=s;xH$P(O=6L71eXdKpVQRz7LgjGAi6!4VH z-%~W&VAY2>YV)T|@~Y&Qq8DB;+WYPAZd(j9@G}H{;CJ4cPSsqAj;`R(d;K8spQ%`7 z2Vb+5CSIsgTrtF!yie#3M!G5<+6IxWcZ|v|G!ZXQk5yAa3}lj+%83S;+SK|?DOqtm zdV||^wNzVEW#!O@fhp^nS(bxBc3BJu{(F%e$VX_tF;^It;jNkFr|klE#@7OyC?N0ZZ|J7K z^=}5^8R(3(DS6QZ#uP)WRnv23-nAWCZ@|d)U7A3&U|p@u7--t67Vn)NO(+q6P7Ofo zfrle7A;}AkstPNor1RHr3xS)UXOj`nCd5O**r-e1FF@|vVb@b5MQgQrU_L22#X~*n zLv|rU7Mr}!zLs!d$lwkrKfDvNL?2&iw-F7RX*2HR1H%M|^KD0j;sANq`0fLXG&mY) z_yPsAT$-Hif8%BG6~)GchhuU%WM!XM@zgwslk*`jv>R9xRYKi!AE(KCF7X13F#K)=KxSqW*MN zB?#6w4|sOECB!{t9T)G8Cwfr0|1r{tX8JS6TBwqR_+h2VVtH$UHnB z(Ll=czlS>*BqjfQh(rPD*uUp1*#l?$!_ylBQq~@x&n8k2BwFD4KQw0^u>I(VH9b9j zm}F9NvJZ@l?San^JjK|-+1so?^g;IK@%mtaH)*c5~}7X#G!!(*D0j2k{G`=9>L z2J36%XM-xJH+Nb0r-e2)HX@;Ob92qj&GwBpp1Sc;xPhLT7M`Tobl-PB&8Hz2tndg5-0uaIfr{$6`F{305G?Ky)2?%|>>Q9Q? z8B;Oa^Ah!GKgQ#nAKW=VNSQ*0R@S%_^wD1;J$;GP@PE6Uk0AOZr* z*1SYY`Ivr-plq0?fFE4Y``?}?2rd8HtOyAIZ$t@5CfbP)?BZ^iJ`18AG7DDVq=0a(R+crIRLVDho;v;be3w@wM zQ47}F8BH;Ln){;!q3bQX3!Mg^{TV8c5SzQ|XqOccj9ODnX>ET!=IF*)MVp1fXUFT} zE%8W1Ru?;a;}pJJVn-tpZbO_|?9VA53lzHPddu5+FpJ%pUPt=NF~WvS_)@M(i`=(H zzy9l`(E2TtuY#jx@n3@_uTttNb~pW7M1fAF@5VT47+;j=QC3KzJiM5Q2{Bpmk=`Ma zVt(U&MNiy#9YjR>x{cOyg=09qn$3w`j@ykngrS+4Dj(?yj^cjXrCM__lR#h}m(w8y zhF(MD%lKlMe+_bhS>!)neG!8u@#P2s@$JL7>8r!jp1cI(uFvX8eG|le#Tu8JESk-E z(Y@gC1EJgPs*P}Uhihtkgs|ICwN3M4e;F3nr%H)p-A}(Q{)m=wvd<6)A45op4Xg-{ z{n@WCQr*t|hB!EU@hG1Xj1Rx%C5hsNNT6PH6CxTaRL)GyTC?CsdMjWe0=;-pc!aD5 zvp6Egl4P#ul4FaaDI$KH^OXi+$CwUfh?pQ0Ec1?D*i=0aCaa6;cb_dp*u}ab-^hs% z^ctP@%R&oLI6jm))A||^KZPG$hF2#G$gs%Wg)W@rx~k_0@gj-^(Zr}3XJ2BYho*!- zt_^v*B9{^VYD7`NVX}KtUieHDmCTnP-IuHyH|r6Wgbr5dBJO=mym@m;T7d0c51&Z^)kp zd;#VhX#nY=k01dxyhw}@tWw6K(C4N*YD2A9HWvSOkkC5E*I?m(vTr88*JIQ#y7TG` zb4ig`xO$Sj`MSLL2fnQh&CvvOe4p6<$Q~X3H}WxA;K9vNnZ{}M)b7~|yps%3DWij? z>Ky{B)xVz0B4#rs`C%$Kh2nm|N77itiy!xQS;6KHEH9s4rHGt%l;Z0cj_rJ&Bnf(l z1m8R2i}vfweIKA~=z(DDl=2?PV=}Uc9s`^-6t?G_nM($~SoNnp{CJ06{rXlwh4=)8N8)*xPj6eX=D|Skz(9>2RD~`%vWw$N0I6sC z36cCqauo8X2N9|HNc4S7d`Eppe9UN~X{sXNbn@vXMijn1&(!fOawbQ?nuxx+^TiJy zs|hp0?-}tcl|ZM)k9f)VvZxp$2lpo)(5eb<#si18N9VLImRB>H!%GCuM2Hu~8skfqsZ41F z2dm-#(uaTtZs$LGVJf#0=M07#-?KfKy;4~JQ586=DK8IL^coNsPujY$(5#Mp-YM71 zhLEZizCn5yh@gZTpe%&&6YD|$X&O&)JtKeWfKno6aD<(s9OX?#y3j@xegONMk50>o zkC}1$ia7w~G51oJwin!LtTou!k5`~4rZ9=dQV>ysnClCs(4zq5Kc5hc)Bg!uV+AVD zk3aIliK5ZozLQuw>-{MozXCn&Y``})>igxfa-X=?vdW6idUxhEW8+db>N$zQ6Y&GQ zuD3-_aVaQYE~~=@&k0b3B42}6jS-9)z@*XZ7k$hKXaSSp`7A}+*9E@drPpoF%P5eo_fnvfjTKgpPOB6}7n;ehf@ zASyS*nfJ4?i8s&WybmjhxMf;TdgscNG?vfbl^ad8OqE6wBw3NSzMR_m|7}rZokl7P z?h!(Ts5E4V^8x>JiX520@ZR!u5p?9JB^(YP0_S7Vu~}X8=gtq?ezc)QKm>~{uW71} zteDSlEj#V2PE*CXO;b2HjKUr#ozNE9g;ZKTsiW^O0o12uZ<@$h-9z%lq~e zeeI8lU{jM#T0+NTLo{sTo~aqpA+9+_2qN9w3H(wTdz>bSjQprBK=malKycf(6Im~} zH(~eG^nH%VA$^VZ6wv9`k1%>z&Yda{x6JIu4v7rP1qopy9^ZI{l&QR`?O37bFWdE)uf6^kGB4CNVihVHI@v(u% zIto3wnfC&Lr6ULak0(EY`4s&gT)!7!2>}zb2G(|AhoMr#GYxXo4G&^H;8c9J`!~IjiKNI_TIHXj z%U6D3tJY!3gDOi1wn7i?gyF*5IHiCNA;>LDEIfxE(8g9_?=1t{zb8iD&#mPru=O>8 zTLiv{wtW_+xK=Bp&H%b!X9e5{(8%|fU>N#eXl}aj-ZqTuEuYDtuj-t6LbP{qCwPlX zO?>J$TY^ylWwr3Xm+@V-A9(0{uc$*|BZKp52Pj!g+Bg>lJ|3Bc$t(j4g_GN#a4v`t zg*g@(?$=I-rGZQH2h;Pxv590)y$*BFOy+^o#=`o&vp6PhJ4*Z$hniUf4{8gO*nZGY zq<@n7gIpLh^6wuedP=Zd2R9U&%D^)>0iGt9m{avK9l5?C3-R)HYd(;*{_)K}A9araUKNB*@yprN=`U+aKYJ7LP?nKZV49B_g^Q!*IhD{bQpe*%Oc=; zF6(Hn@fO*CV}Ka6y8hqK#n4M{htopXAPJ48Cy0ZCw1(??FY$> zck}|f8|c{LU&Bc9NnTzY+oayC?cgDNKC0?C1rvbqhmOZchQE}P%?B4zm~WA4ea~Q@ zk@fS|?ogN^m?m2#_lH=Wk1!?;6K@gs8wRw_Sf3UCk==_MCx=gyfccwE`QaO%3Hr2@ zJ Date: Thu, 27 Nov 2025 10:37:36 +0100 Subject: [PATCH 28/35] Follow coding style --- Fig7_PyGMT_datetime.py | 17 ++++++++++------- 1 file changed, 10 insertions(+), 7 deletions(-) diff --git a/Fig7_PyGMT_datetime.py b/Fig7_PyGMT_datetime.py index f131b79..5d277c0 100755 --- a/Fig7_PyGMT_datetime.py +++ b/Fig7_PyGMT_datetime.py @@ -11,21 +11,24 @@ frame=["x+lYear", "ya100f50+lGitHub stars"], ) -for csvfile, color, label in zip( - ["star_history_gmt.csv", "star_history_gmtmex.csv", "star_history_gmtjl.csv", "star_history_pygmt.csv"], - ["238/86/52", "253/131/68", "170/121/193", "63/124/173"], +for wrapper, file, color in zip( ["GMT", "GMT/MEX", "GMT.jl", "PyGMT"], + ["gmt", "gmtmex", "gmtjl", "pygmt"], + ["238/86/52", "253/131/68", "170/121/193", "63/124/173"], + strict=False, ): - df = pd.read_csv(csvfile) + df = pd.read_csv(f"star_history_{file}.csv") df["Date"] = df["Date"].str.split(" \\(").str[0] - df["Date"] = pd.to_datetime(df["Date"], format="%a %b %d %Y %H:%M:%S GMT%z", utc=True) + df["Date"] = pd.to_datetime( + df["Date"], format="%a %b %d %Y %H:%M:%S GMT%z", utc=True + ) fig.plot(x=df["Date"], y=df["Stars"], pen=color) - fig.plot(x=df["Date"], y=df["Stars"], fill=color, style="a0.35c", label=label) + fig.plot(x=df["Date"], y=df["Stars"], fill=color, style="a0.35c", label=wrapper) fig.legend( position="jTL+o0.1c+w2.3", - box=pygmt.params.Box(fill="gray95", pen="0.5p,gray50", radius="3p") + box=pygmt.params.Box(fill="gray95", pen="0.5p,gray50", radius="3p"), ) fig.show() From fd86eb712c0be183e2f4d23264816aeadeab2b8f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Sun, 30 Nov 2025 16:52:53 +0100 Subject: [PATCH 29/35] Import Box class --- Fig7_PyGMT_datetime.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/Fig7_PyGMT_datetime.py b/Fig7_PyGMT_datetime.py index 5d277c0..63eacb3 100755 --- a/Fig7_PyGMT_datetime.py +++ b/Fig7_PyGMT_datetime.py @@ -2,6 +2,8 @@ import pandas as pd import pygmt +from pygmt.params import Box + fig = pygmt.Figure() @@ -27,8 +29,7 @@ fig.plot(x=df["Date"], y=df["Stars"], fill=color, style="a0.35c", label=wrapper) fig.legend( - position="jTL+o0.1c+w2.3", - box=pygmt.params.Box(fill="gray95", pen="0.5p,gray50", radius="3p"), + position="jTL+o0.1c+w2.3", box=Box(fill="gray95", pen="0.5p,gray50", radius="3p"), ) fig.show() From 79389d5a1d62dd78eac37beb4e62d2287e817eba Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Mon, 1 Dec 2025 12:31:15 +0100 Subject: [PATCH 30/35] Fix RGB codes for colors --- Fig7_PyGMT_datetime.png | Bin 55439 -> 55717 bytes Fig7_PyGMT_datetime.py | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/Fig7_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png index ae1ab7aa49dae351196e3a6f64af663a6bddf1af..835d14e0ff553cd73e429cd53865490545d9b24a 100755 GIT binary patch literal 55717 zcma&Oby$>Z)IK_>D5YS4Sd<`2$OtNml!Q{!49-x3G)PIe(x{srLPC%bVPHE$w<1bN zNR5bql%$k|^jYt)zwdW`*LD6lTzk9S!~3qM*Sgoe?q|Z(Rqr0AJ57f|p$;o5$Z4Wb z2k)Rz`(jfad5{ZLk@(7%%D&V3|xZ7SWGc4PU_Hlp>azbLp_ts zx9AIno2D)-lqViUCO2EyRieI|4>4zFbw=?0=rDW0;D? z|4`uBNORI;mM5?1Y;fohFeGXfYzj5S7Av~`MwSj=+}j@OYQwef%H#6w(fSsZ0xi)# z(wu>k;&H=R%5(njMV?1tEcpb58D39t#|jFyObbwcQTMa_*36+s|I?P5`#wqEzDyEO zjyv$j;lG|PFpS3HU2>S*Xv#DOT{8IcNR*dQ`yaBNCroCT-ud5tu-4xfXW(^DHf0Sa z@Fn#0P5SPx`R!J(4L(~--FrvFxzd1(FwD#?usJT|m-r!O@8jhl1snH8J2}e#sjJU+ z?oFfgdnT*Hg?6agHLu$Em4|yDemiQlw+gQwe9L0iF2)_M_J%%vZEbDss~JEuv=E7& zY!pLiTcxb%KeE|HPwAF?rJE9^|946`j#>pBMVr6H40EIk8&-8X1`3l|X*q;BHU)ju_LtR&U7-Eyci3YEH zOU%^%cW%VpEVfb9S_I6vxOTOn=sgmS@b*U2)qB_Y#=q~hOxvoK1v}QEM&%D9-HA-r zEbVXII3=8YSLXJP&3*j%Zmss=`i0YR&C|A)8-B?SLtHWWqC?&ygNOEqj|_*fOZsdq zPj%&xe3_83R$o5j_g*$DzipL&ITk~}bj9Q!V)s_3Su8H}5nSaxurx&| z9rWD%T^hu+w0q*Y4YC^2_Y1Uevz>H8N|CWWeJ6fYd1(24fVU#K>18L=L)bjwk3c5- z>XqKL+Fc*cz@+=!J;-wUPlgsTkzR`0zfIenjM!1wDfE0`*)_(X6qj?l}oOSj3 zua~yZ4k4|CLMvykc`f}6U=&WHzLEPTp6rh_FD)mB3w`nSERm7TVWmTsF<1N9Z9&9b z=u-vyMfKgy3Y9#=9Q(6OdvGjLURn(51nIVcLe7cM5m#_kk6@L6}nXJ;^NN&HJkG7_4e{^zak-CELmubUYjb6sRqaiGv z86*>Jj9ELl*Ep&^RDnJy^MgP|2*n6PdL_vhHTI0+)3)CY*jfBV8!ofvd2QbvnH^1( zKpZ{l)lb#y)gkG7k9!VNxqYUfg;8)v_^-KTau2vuV|X zV)%NB>&)wFU6L82lRfZuZf6+#@5rN)c6fSIsraeU5Aq{q5+C@xtm1fI+W4OQ(N;xM5*|9jNhicOQ)KIb*VR$4 zRmsNrT%$X`WPM~>O}-LY-MYHJmh(MPeI9A_rZegpUiWXPSfxME-=A-Lw{%&-($R78 z@856yZ@%~S-ISEX$m+efD1PcjYjuvY)ypKFj7#}8IAGF`TBR#EeG{|2dfGFU*>qZ| zHrrxf)>0wIaD2rltjhst$Ui;f!oORUA#{tFVJ0hMCev>c@bvV=Pr(nre?M9w`C)W& zwPnP0l6)W_qfm|MsYl~Prs;^PZ0oQ9T#I1^!l!-`UszI0v5LRZ)IDf*qS=P^E7A@0 z*s=rP-@kD+IQsR^p6;eou*v>T4S9>=^<3%N`s%My5X|w=(xJ5wzF~TU2V<3&cEJuzK&>+OpY@T*Ur`6BG=~)b&4UAj1Cn0 zjaMS-Kg^97+R-f}rr)b;$^6>4G^u~{?@H*=D3+!10{a@K(Kh#}ItL8R@#DvLPA=;+ z8|7-_exRhN=r=5Yvl0 zvON0#^{ynQwRp?+QG7iXD@7gnK#BgQ8#J@sW<74~fsxU+%o07kw?$cPM^6fko7ymY zU-vr`nnYxd=P=@c^Dy z)EMf~46?hKID%)Ea<Pqwh=8W8F zuD!L8HFGXVZYyK)z@#3vT6vGR=&>%gE49Jm&9DP@rI@^_S|^DD;Y;=Cs482B%r;8ss4pq5UIMF;A?1TxM~z#TvT*|r@b?a6hlEROP8in7TJGSC;ezW zdM*mXzP#|J|M&N$^8hQTiL{ot3P#ZNXxoSS*;a3(@;s~O&Mt*Jm6TPP0p4<3E zFB4i>v;HC1UVPs7dc&M?mgZM2!oa{lSXfvV^21ZSsI=o~Vj?rH-rwIpoSm0^P8LUr z4#8cM`X07s+XaVe5>^5@_RHaXIwmspg*v);&PZ4}J)*(kv)aA~S7js%UM1h3?iNjr z_vp3o6W=T&mtm6f#vkS4nM}aJ!jFfC2RLO95A2S{jx{)YFRx0?+`t_%3HsN2N8B>S zwg6mjTGgMJvAML46lA388{Kj3+_4*RkHRXIk{IeIv5e0bZ5?m!zl6Om4o7;T!OiCn zwZ+>w^EGuEja==2A|kvFs(@p48IM7vG+|>s9Dmv}Qe3I^Vhx z7Wo7spa1Rb+90$-C-+d+mDZEUJ{*{l(j*yJxiT^*YUaA& zoP?Ff_1hR`z^kuF8m4&-PNRO#!1Qc!cX(b@-#W!?`js| zBGh>3(C?@FYbYaeZg1>SAwxCMJ^u9mxBQwpw#`KE{O%?$yOAy5L3MmfWFrgYDGUkLS+asR${T&t#6R$#2f- z%i&eue;jQ#f_U%oGCs~vE8@so{+a7184T9tR3Gxs$j}t_@sk4zMsd!Jf5HGPTQj^h zEY!n~C#Mkw@}#d|Qprtgde>DpBq?u>-JlPqI?r9$o9=rkP0ToF!0CuzliKo?D`Usu z47}}mtCSCa7_)BVXAD2MrnS{$^e-f@DHAHm|4K z=FrSa#muXi)4#(1+I`HV_Na2L+#d9r&ssopZhd0BF6nK3Z6*h4AGQ2B(KHN2EvsAd zZ_}x8*qYOihZDXnwZDZ48K^%CUMNDahZyx(Pu@c)oh*hnNWI%Ww^Lfev4>AbI_QHn zq6N0?!fgx|0SK+Mr_ld2s0;}|O{Uw9RA|f1XMg3c(lzT^8EibMr5bG9ZGEjUvXOru zJy&xd)#@3kZ;cyADIIy@{G9;qnlaUP8SI#Sx>`b%^j*|^{#b1(__ic_t-E5jRhmS9 zs*#Asxv-tU&~sWi&h_UvZhlUB+Wx4)%k}5Lw*7BLlJ7ypntxs(#_W>y_ZD6!r){ym zi?Qu24r(m9m?KxR;yB1udHzRrW-ShV8QAT`OQ8!W$)v}53!+{1-{j<`(}^jy6XP?m z7aI~RnyTmD552Gy5z{SsVUzBV&>5ci`&{U>MX`wFIB940$j^h$+I zQD%fv-*-Q7ta2&_=9SXhwv`^SqyS!fD!ghoTV-XXBzbmjZuQLa-y!tI%GW0QAANmc zJLpT|-dUPheSK}ClVd}GL=`2zjf`;ZcY`Kaoxm4O9}bqGi8FmCd(H~BQ2?8uPM(g0 zg77_(HlN1}%Rb3`@=UhX_Y$LAQUU3KM%xkb{tgUgxmy-n)w=3Y$1Pv$F{}GY{vUyx zyZW51*92ieM$F?ulelnwQ>eD74c_VPU~UgjWN9u!Nwmi z6LtWN$FcX!xD*>G>*n?7pDcQboDS0)I)!9|yr+hG6&cCr&;?Yz_FE4|>vJ$&eyk06 z3lD1c4Kv{$B@uQ&vaZ|uetd;C-lpF^&@UDN?$_{}x$}Bh#64@5I$Nvas=@I|@sS$z8mz!;#K6lR5zmuYr7O8oSf5C(+%o~lf)$D8~{<13$tk&oqYoJ|k-mlrQ`cB2p7m$V@fr`e_n zMHKA)dwkq%o#gl9_1fsuE-jMWdg+nJI|~`Q+vp!sm%$X%KMc{CDit9o7&HXraE+Y? z^II+UJ8QMi$1!fZdYf~*Gqne+{*DTLX^8gg%XWXtp0CZv*GcDY7HO+s*hP+!8ygb) zvR+Tm$rl&CakuD^C`so?mp30+enpD6&U7J`XY*oZXs*|s-vz8I;ImX0@3-A!pS6|c zIF9A|exiNxkp$!0*w228m?J|j7oD~i!e{y!bI-yearjKF9UgxxuzpaMGY}UipBf~? z(JAvu(&J}K>CV=?)XoQeF{8DaLSOz*z9wZy3BD^Yb22ee^h*WxKP0Qj@y)fdN$K=u z>Qp-3p2Sh99yHUobCj{ z)W4fs44+l|K2itE$_gtH1)W&pW%R~wJvjeKdj?j(XX~e*s>u!h))ToCdHZ|pwd~Fv zOw3c78{YIxF==;bUd@*0Ly(ce3xdlUzoWXR^CZ7`R72bO6qUMUk z1gpjdLALzk+d{cZVIdKV^E3LHJc0KO4KE-7K)O?3FGREMjj|f?z(XwSX&8AiV;b(a zXpfR$d#A3DhoEG9m1mFyeVCZe&~cf`F4DWw-z}QKc}JJ z1@H495?%e<;3l!q5VkwI`_H)7ldW5EEBjGblt+TXZl*i2SLeqo&Y=Ht3GzrW&S%!% z)TlY5A@O@|&Te6i4?2YEgzSd67N7kt&Sgn}ftgEi%pf#$y1;FRCydvzGa%wbjp_^f zK8$3a@5>@z=({T0pkm?K=A(k^;u}(Ssu>8{I?)J5098yK&^u51vsUGulFb=>80JM# z|Axz2|L)n%nB{K!>7#b5pRdnohxVpNr-kT(hcvv|9dm74NFftqn?KW?iRMesZC-q7 zBkgCaN774{%gIUvuQ$9LmvY!jv@hP{#D!cxC0R8Sqfk5rhh{a|*bIq;j-~LPp^EAjw=&tB_3cJVutDCL3+zQ!NzJ#23c({C3vb90^y4yeyTA1DT*<_<=ct z=Hbt!h$US>{gAzA986hOzf@1A4vtx`Ka_uV+IB@&6QS?quKF%^8ZdglD?DG-hvwWP zf}EOJ6q<;`-~#$)JSQM!8Ia|a%hH7KHkbIdkwN|rHN6=cSEzi1*Z zwRUH^6meQTeU*dj@f?R9a*wk0IL4fcRFX|L?f|}P#-~bhtwOEVZF0>{vo8Iu9J{3F zE0(QVm8u~GO#u#UGek%=+2q4+bUQ#d;RdYjl8qV{j5~y2FGN|N^W6$6k6_;qZ_Y2`<8o+}?D#DxDkPRC4_xXK=FE z0?=^&(_N$u|DXEx0_*%0As(+vkMLB4G{|HIiPMQD$Nlg@jB(sZLo3rb63c(NIGDN` z{=K8?%=qx*eazSY=zJ!|U3AOP9vQMU0XYx(!LvDIeOrQTSY+OP;5xOXJg0s=JgI82 z4TU4HCnsf$x4~R1Ar=@(`7TD=yp>-=Uv7gA0u4lYymFDAvKvr|Gd994ePZ1qBxgXg zQ*OPr|J)`_vNoPZ$>A<$vR6Bc%-lsxqGxTvr0{tAZujI5i^99zT7nfJU&~95@MIM1 zH%qrQ8yJi)j} zGfX`*6p7t;#NuXd%Azx)!J}j&%Q<#Quj05ivVo-Th4y9^;D`m=2kH?*_Uc$WLdXK^ zPf5i-gz*O#527fvQQWNq5}UA?5-VGDsCh#1t`!{|A998 zCD*537>#jvIvpn2y1KdXUbwIk?&3KpGO~iqWb(*iQY0}@DKz%*;~?Y}t-D=l-T_&% zxQ(Nu#?FJy9-xgoJ2e-y`5_1>D^tzW!drFB#=Q^jCnSoM9qTV+smI=w%M5zzc=%u8 zdA9FM0)?Cc+eBY2!emuaz=jsJ?MY;VD&FeTSC&%d`f^(Q%*09XXbcwP;D*9K_KC$3 zf3r;T$(gGMSKC-uOImr=j=tbmr?C5&a-Ul&?c*C1jYo(tCcO&#pNgf-4BpoQW70-dybYoUv$gbYo z1)i)-VeR}i_nyME!N2kgdfPc7Y0r3eDSYw$Ty5=4=7naC z_xP#{{YMFRUUNRIL3Wn5u=g=&`9wS&>DV;eG4sP{y=a}()Dtp|t#e)NRo!HQNgsd2 z7?agXD>2`?czOfaDIo2(_g^3jsH9%I*CloInbY;OIVrDsHTx|t{Pzb7FMpiWO6B?R zkEP=KlkbE8s^>TRrSkL6i*-MgU>Ud82hwh=}(U6U*BbA=cN!8y3L&MKQhS z%++2B3D?|ZxUs{yK;S~2i?XfWZjXZ!gTqHf&%ZpmKb!hguHMs9H3;i>y#L(d*~mNk zoZ2M|MqcMXn{D26YP+k8?tk+CFVb7uv7ui~93s-ssk=RG0)yuFo%8fsdkDXlMTClv z{DV7mcYLa8X?g5@96jvxtv>?0z3D0+tFEpw%1T~7_9+&_uB~Lo8cgoxt4DXg!ta!) zUM(*eiPkb$ihaDpzuae14r4Pq%2n_irzBI4waQkIs0^7drLe!~2OnG*6Th71ZYrj4 z>55THP1H|Fw5B+wanHj8^}yIFDMsEByEyW#rXSdD~au&?#DgNhqe&R3J-IpJ>|j_tHm#{$>EUt+;34TF&Vw zLJ$-y%=Ajolfzx2jlPP-L*08sLQnnO?DGh>z+?Z7_&t{tlaL?WJ|r z_2gp6GfxM#HC;;4E&SJlQzNG$L?-mkYhW(B+m{Ye%wH5sn{3X5{h?zCphC|*RxaAC z(yyIIpI$_ZUc@byX^QO^@L$MgJRA2G;R!H#I;TWn(0M)Dsb*e6#tRpf9>qtD&pL#= z6?+%FnM=1ppe}0cUd}+p%E;q)Kc>OqNC7+GPmX*vt}mvD&%}jn`vwsL71q!paEKlz zWv5z~-%%(L=P!L4X!hInRuJ#vNv;gfwUxClt8;IkH|@FvI%+&N-XMQPiYC%_P`LNLvC zQd6aV2VD1vo^1e*vXvqqzkWRawVY_ksM7tdx#G*$gWrnJ+=Vk3L}N)bQ6@Hb#mIzq zr`EbSj8y+C7n}=_?_F!Fqfs!mt8R^53sytCcfW@}|!a z{=i@SOs)H+DQ%mdA*9&e_faZAPM7<+m2Z|gac&$i2fxeSnb6s-eZ0B^l(LZ$s8voET3qACszaLg$7i1t3#Gv1WIUu zXH6e8V0}vWRof+sQYWF~3_CUg2x!vQLt#mP^JDRuG#_0_kFL zLwOA-WF}7`%-d9rNLttDLbghW@7I7Gnuvagj-UxL(J?m*W<=E?gyeg*Jok)z>jz1Vl*t{wnw4% zr{igY*J#u~+;+X7Z&VCnHHWf{jj}Gz%;!bbDH*H2dzTMGh+q>3i z;E!#3IY6_%PsPGvrKb8>ETt{(%7-;?o_T8c?9J9mZECC22aOz=GfG)a{8)Y~fX%Xv zzrX!{&unlTCfuj-oKaU28|G?~X@fP*n)g}ri%Yjz$h7xZ6Pt^>FMm@{pD$7q`28}9 zBOb{S_2rDn>67R_Is}$b5<$Kzz>%LW5yX9fvZ~2E+x0cZ!hsu|^}^8tW4#F5tk8`D zY0S!ZtE`E8CBm=73ha~SJgO zgsrqn%Fr!P{c&q(wKtbz!aIi}F!<((7*w2@fcbd~Al83F45RXz#aaBHS z0d>u^jg+Cojxn6GY+^tId`y1EO&@e;@n6Plt6uAC5(Z0eH%|o*=O3E>T-^rePRyJc zwo5}NOYE)D*F%TEkhC-9SVmjL;ud`Yk;@D{dQ%ZnK#;v8x7N{nSwKyVj#JaugNq4@ zO@5|D+Ic-&qQzd1z7vB?u2Tp~>CV%LxM9JsAJJR{$JiwBNUhzxCVWe%>JU-PtDf1a zp;L^z>4QIT#-OSpZt&&>3HL|8km|cL>rvJJ`)v!*$l_SD-=wC6nL0EY)6R zj=r1)+WfD){A^}-x20-RzmusH&v(jjRzrsZnF^~HFGpciBaI;$k=Edh)lJ|L$Atj3 z()JAUyw{J-CdztI&WxgMLVy<1s+0cGpWTb{rUSPQf+&SZTZZgktjlazf_k51?pxOwoacirzN;dcBwd<@pB%L zUQ>_ak=uR|cvR#1$2u6>Vk46Fb=*brpwmke6tqh8LCUENsj0Vq8Z`A9*KM^lSy*_d zQ*xA#S~8iop~ljg)N;h4qN2*m{y)Tq2KgvV!Pthv9@oINFhc{0N_YEq&HIj36liqX zynt%}Mi1R4u`V-DQ}`TVt5zl*QP?SGXbP6fbGYpQv3Mo%h{lBzY$In|>sL zZOg0CUN;{^dOrfP)5IjBFqTij{Ny;IR5|gi<~qN=Ftgna{_@SS|ME0BsCx@A#A#ur zP#tNAwS0EYXsFn zS%!81z?KPhm?;8gNc+eYaWL?{?BM;I>;rGL`Jm7WtjqNAKI!K(JD%J{Wo7Q(-m}cw zzh`I9va{!<6Mm9#?<)f-vAr|u*Xc_>!Zx;MDdPN`5X7b|46V`?peRlYN1`BK_rP9VW*FFt2nm%pOgA~UWH$Z!HLi4}! zm^LHH^7N;Ia=$kp1UTg&E8Fu$oCk|DYWa>{WC{;qJ+MB-wvngJw^ST(rStW>|FkpQ zJ1anF9Wz<5wy@wG**pvf;ph1vbY7R;fal`PqpLx|G#OykwJtt~H%(k5*E)dc%Q~0p z%t%>cZpp7YoP%DI@`pv&Ei|2Y-qadTJ?h4?uizH@881RQU2Zj-Qx=*^IJ{q z;){(w@4W3TJ!LX|?XI2{&U4BNQRnN_Ok1v;l=#cF3VU@uaOaPH6{4--xW@Md{Pwde zPF!DtksaXL~TUhn`S@NJBsZ46BJReQx)g|7>;r(4R<) zuv>Q%wav$lTa{<)4&N!-=&@fzx0YT6Sk90hhzo)GRUo!$af(&Uqxi@Q&Fs?6^qhw! z^Cs%__5KRNXP+!qG~0quxdd^(rHM?%=8k*d#*SWv$Q2|fBUo^ z^lK*_!MGH|ZvP78Ve)dNO8S3y*KCB{o%0%r+Kgr;du}PG`N3bcE}q#Ch#|I$-n^R# znyZZzgY$&Um07m8dpaQn?VLwLue$r_k6TUIkf0_{OENK?VWs1I8iIxJJDV6pNlo5G z*nE}vi00`0aL&3IS8dq7Ks8o|(Z4k+Ur~>xI;kpn`LfvKG!Qx+E$J1#a%I@>cDv5v z&OkkbaujUt`fQR#MA61?HsXHCn~p9F%zAwtpCMn7=*jRxJk|dts#9J+1))WfbB6t5Zee$MST+uL5_5)pOD$EF?%KcIiXPe?9* z`zEL=LIR4e^GgvbLeI&P&xF&YC$zV@KLC|1XRS;;6Y2W__A4E<-z2(gRj<)imy{?Q zR)0thlItHWZ;PVj4+<|xE*IC`7!O_g5}jK8y~117^rdy*hy2NNvOMm69na2^o7EN$ zaRQb{R%>v2x%r(Jcg{5Uvg-Uylp71eqB0=j z3<)Th00mPk`X6_IE6(?6*2uGugT-uQvo=q z5Bv)98m&)*Udde5F`y{cm<%#Taq{eKN-qcxF9vda+2=H)4Z2qMC989iJ6Y|!qkfyC zpKF&r=1In%Dwpa`DZp;u$k9f^#RODLcX_bD+-WQc7>M1Pf;kWVOwk(ofKqO-{~tm= zqe`mT%P)}Ie{z`slsS$0)0ao+eXjv-eW`p2j=_=uM?1tKUylaO2*0U6PMe!V>VpZif&D`Xc^&-F~1#62NKV~Gi2h)ct zVR{*IK%loF$a!Si0V4o4_s|L#ME9-Wr$N}dS5Pfxg9-qg@#Gqj9dOcu&Y2BK zP@DGWJZY!q4GBp?+(NjTb8$t_a`+otdJ=2PzJs(#(X-@;7yfWH64qq4o*2pquoQb3 z7`;V`a_OB`rD9$Lhx58A)%)adkY!jDmY9_5%>1<6NQ{4~-z#^^}_7Rr&~g_xrd@KIJ-e5NBd6sP+RB z?a^)Dho0KZd|+boVYO*>)%AiJyy?%7o1G3)#RB*HuUv4zm31l>e@mlgNJY>W>Lh^n z=a$HP#;I1WyzhztJ=rwm=fG8X+oY@AfXrb2aVe;E{<2>=1usKufEi*o>6Qc@zzqXx zvn2Cezk*UwD|(1_T@4Vw6H96oDW>(MDB@n~vOotIB0!f#EO&);<>T*RfpXdwUVL;S zSwhHYjj<%$#Ms<=bW7$~E{1Xtggsc$kr&yrTd%f)@NWxpD^PL}Fg{DU7cHV5o8Cvl zNK^0CS&!=9!i7#IPbxy1Ari8>eWDL0`QQE=i+O9C2%3yw<2O>hGb_MTe5Bl4@EHAm zwHxwo@;4jMi9xAzVw=8OLK|Z92p^|#GBtxZkO9CPAAB8sLBc88O&u{pxvt{Tk0WGX zewW6X*-o2u2+ z(rzE%A1TI&` zxS+&bUyI`VsniV2z4f0J36;VO^}STuiZOq5RZGq-XteEXe5q^bA;04Qwpxv900@xlT2tY?+kZeuuzhq4lR%&t77=Ll*0EE7DJR-3RPa zZhJ)DkoYofGsvfukk#l&m|RoDKHgpU{^I;E0%{rbwv0YE`=?bjh-qkdXAOp$+->qVgxxm*nUz?V?}D6iol}}+#aLND z_J3!4@Jt!v66<4$O+ks5hR-NBkxy?3^aF@i7(7t-;CyHJ6Wmbh@WDJL6C++fSUR{! z(yWbK9$EiRu3?$qej?*FLn!TLA^3YO!v1_N=GAluXMNJEjC|qB7vWMlzkgqvSA8w+60W8wXwQ{;V+K36S;d$M2r0|&=c=7<{4 zZKIb^M|IfvE--P6&fsBg%S7|W-<~}OM0O*9M}DWWV_NKuled4 zyS(WT`=L)|EWwFq+cZ5`;s7uRLvi$i9|%|%+tj{ZWq4m~Wm#Fb8fG)gQ;r8FcptL) zqh%s2shfTRS(#`cz2sMrcQE5D`Iroot?{?U-Is-s3I$pvjUm0uBc0UCleLX~MufYkr*LyjRb(jLx%=%ff|7#0c^FScnhE zKKOamDhu2i#|tU)lYcH+h@|htSA8iV`kv)@w7%~59M+C@K%%=|ASsxN+V=Fc=?wa3 zgDOO{_;%XrK$-{YaG#4zHgT^_U>SgftL%Nsc)~$79o;w{!t-}a3C%-lFCc`BwFdIx`1ZJ_I23n?0)M9eyqGqu?r?n48_Er` zam-#v>IL*?{_V2M9TqrceptFsT|*K71IIl2NVhb}>00I4Hj`Vo{N<2aZFY`vbhW@k zJ^Bhf9N+oJ=Qj78Gpj0qlCiYMpu9%%+?&ZR?JZ;kg=ZI8E0c}(!igm&5wc}=^` zx%hsqXLT-UWJb?AGhBr3cwou9XIH zLm+NUd`4Yv5sSo;x(76+Z2Uj(Rn&U!#u!x#jS89p%-j(D75K;xGdX7*>vnpdv_SNW zqGZRoKl=*bouBA@bNkr%{Ixf`_uzH^RJi*D^;#&_UQQ`IlbFJuBFNY&CTI~1sc~dB zr+=~ny0epv_gXYky7ny>iF*`f5m0BvYkW5YN;O(~#bTejG3sBl;TLYJ2r2`XJz83NXkl}AZ56pQ$(1KVEsL&<&id5#qg$3(QxXgbZRr=(t& z`Z<9(r6mg@h1ZodJ<-!=6VzXz({XQMdOYCkJ*hv@y7=_wL!=Q_KBx=9U}a*N=#wmHIj^?~#pdvKZQbdUR{3*=s!o}!vdEM8 z!tNa(k|ZIt?@X7`PSubWbt@?o_~=|S72=aJvX1y@&6Gn)j7SM zEz|!?pimxn+b|BKVyFi+a3FKfDjChORmgm^DjmCZ{FxnyLVhaQj^e;C^d(bslpY(( z8n4|Lu+YQQ`RE~o2>#sk>-!-!skawMb8w4Dpk?5em!s-+v&$PVnSibZ&lYJx)ku=# z5|nrXbwkg$07WAYW2uCIzeJ(AwG$BN%53hTLo>bt+%Jr+;3R_z(5m(_3@2^h(XvT% z#==cxuC?j`iDipT*B0WK175IQX_E76jEElW2GxsTNb_O;j-;60sx{5@Be|48mF03< z@Nwvhkn0E(Ag{z8rW%VBF`IU+R3wCm!ky!UIFjmQ1z#$qaDxs6{=`sU?S)ZQw^b>k zIp3aHJ!qQpUlpF}VqhkhU<+}pC4ef#CxI4Oir{-?=$7kVW@p+up$Z9nb%`V4{R|r& zC;s|rtkgafH%~6y%Qi+X;ur?#B4H4Pvb8nFEcDEmxScy_b@U&jDpTd+gTJanIw8k2 z+TGsvRcly!D~D3J{WJ>C^xv{tg`lRxu5&*Pa2aB)-HKXp6;mic-u^##Ozb(WRt^)1P5(vLQ9fia8>lAb%ZGa z2Jn>mz^2~A`Q6WieD*`AXeZE*NY~uQ_w@Yxk{w=X`Y&4OoJKrz{WzBB0zr$-v*bTi z&MB8OK<5@B4kDmt@w~nIOVsYTTXg|cHt;#T)xOGWOwybmrLvea%qd&TT@I>Bt&_Gl zofB51>@^pf(@(bnJZt{`lcYN^S`JucDJ58PTdpDmwIsBo0KWCzb3|L?uQh9oKcRbC zr$bwrM+?YWsHioU!8oU?G;5`4-l0W`(IQzyH0mP$sw?F(HmehD5Z2*{g~wvW14vjN z?{-}8ly9Ww*gY0eB+xR_5Cm4GF=D@;4~^VSh+`rT3pC&rbBXDB03rhTR~t$a zWq`{{)gnCkA1#2U;`TdC-kv@TTMp%HuGdNi0)@hX{MU5H#k{ggk9eutUjpEEk#pb0 zNV)7HhI;jxqHlSKqcxSUsVyYMufAe2#$;$Oj7fR%Y&4O$s{<8Es5vH7c^tJ`i14_d zsS@Ht8s#hsc>>j^H0gj#2Qj^djz|^UeHg=D0SK!KeoNpCxU8RX7P)o&a*rL5^VuA< zw4AwB5z5GbYErb0$Lpu_+%1B*Yn6mI<5@NUqbU7cH2>5KoWPgPra`0GXKz5ub#0At z6RCQP;vmGWt39ET4nC&OXs=uhH`NijPFyQ`UnUuoEo_K@N9t02Egho#93OCZgfgRXrBfaWWhcTi3k``zB_( z>1A0$G+vnFM1BEkNBG5q`^&SSI+A}^(c|p<4U~3irAW^{G`VC#Eu4TkE(7-*k^m{9 zq@^Xl#_6s_qWL+INzT+}u%ME*EdQs7Ld%|%>7H4!D}A{#3Xh`t0B$3Z99Rvw>ecp!dGKm!Y~M1hF8OL-h6E7o)eJe7ftZV9T^e2T`E^w#W6x_&dmV z2>3rey{B}AJn?F6tazRfR31SaFu66>mnWEL0rEYL_I>_LOJ}UGc-SgVjl_JY92Alt zsogImd%1Go>&nOEwbcT1Jf9dUPcfN+=oeD7;X>&SWW_NS4ddTm+&Wmi7x8I1fp5^d ze!#y&DU4-fOgR63bney(M!^>NR)Y=RU}GB2<=Sjx)&i;+tE7?^+e1NXLsy&oI&6*j zs&=hm=n5e<%Y3wm>u)Iu?f@)mwp0y)!*r<{6{&|@?N%)9zvrOTVw3r1a#u%Pe} zE3EbxLr53TOamhUP#_a;{Z;mWe+~CBtA?_JE$HVs0zPf{{L0#rQlIv!>88*t-g_m3 z85MQ>|6|75xj-B|X$ztglmrXp%A}#YSdh*>A;hEBi-LN--uZO6O68z8XegRKf4dhzsQYol{9L8m2MsZck zOsEfvrV>>(#Vy#_E^=O_>Vv71W7en2t+j&P`BsKL?&eph?7D?HUFYhphx2+uW>2WI zooaI2yA~D}QC_98wa9RJ>8p5`Awd}+bFkPy|>~~fR}9$MvZ?z>+F>BX%E%! zw{<@CzyZx^LYD$hvAX&Vz85=DsSZhQJx8waQby;G@gSFe~oG9g1`XA=$RTXQ@q127s$^@a@=?MId@mCXVop2S1y7)xLO3E3&h6mHPC- ziPOxD4LLM-sqr`zVNRqXb=~x!{*0hWSkudC#{s~uxF9|?F!c~b`Rh^e)hUOG@y%!k z5A5LJNX`V-`nr-|BT!bm+WhvrIF*wPy=ZF!6PDH~RD|;h4i!TQT8Veh_kH$FNXE zABsGhxhHg}-eoV{kZ}KfCs|14fWI+*@iJiqvctCD;CiQI^*ruV{d#={wOI~hSpv2Q za9k4_>YYAYBRpyMl@1z83dzpSf*vZT+^?*n$M#&L3YGMy5g|4lqFEbj55PSVVW_t$ zQ`w!FsP%$??QaqVa#|C}6v4uJx~@Q0LDakWnPv!%?;&o0z5~A6VNZU#eYx|POk@z1 zwEnTQ&ZTDOrz#@j*N^`Bepu*csm;0(`*LTK@Ol>o+nY&IVf>=cJ^DZcveqjM$dfDttwt!w#*&s%lk>b zrB$_e$XUmJK_daiMTqCRDvd@VSs4j=o=RpjyikbRB+Tehi=5C6>R1(B84*j~%ca8`i>=;} zs5QYC7Z~HYltZU=!k*5hix!J0_cE-AGK1`;S{205cwP9L!OJkvSaYx_GBc)d#y$>i zy#56y`b)oUy2_w%64PJ%AIEB)or(9>H;-~;*x;@}$n0#Aj`}($Qn!)TPEx+^R z?9BERu{6(D6$G+h1!bPpIfzylMJ+svX@Xe5rH4rX*o7ONJAFQrY=ak!EHCEd*&dB+ zyJ?l>cFbiD$VeXpKrkfIBYaOp;d*RZ7LG6APZ(aH#c6=9aQDZ&*w&t50qYwr7)DZ@*mV!CX4SoXw}9IuN-XyqZQd6%r6yX6mCuB}H?Jf7R#?@$dzWhk${2*I0y zD<8c+LA{fUM^1)l)1lc2tE6fBVX+(8g(%YD_$dp6-R6ykk{^7{2#7urDw)jeFx_ks z%ui!M>v&_z7*DQ>%P2hpj=c?+5ko>Mttc)faC|TP8cmYSOZ(%}pP#)Jy?Cz}*Qz+A zt_xp#BP-@M_%b^;Lg}VW+y=H>NM)OPg;daIL`m8kYgH?=YP--sa~!n1*ECIg)C{@nbrqFa2>j9NQ%{= z_Lj*}t}n+*haN)M_~2ttp+jHyzW)kx*x@;()T+$~oQ`W{6AR-Z&30m@ZYuLwz8dZX zWnX+y+|co-BG)nQFK^~+o!9ihME-i^1V}#?gf;+udE7pMF2(<1=S8+7sTa)@xAVm> zw;x0<9|G)@rXeyU$aQ80lkS*L+_h+_KWnb& zgP3QUw$EoIX~T|jn^C^)>3!2txb?xmTBTUirM_H#)8^l%1i%pA$gXc|zFi<4+h74v zK>{V;`~mE=3{9d$gR9!3!{YT=rN_JKI}Xs#V^J93PeG;vUql0I_ahgi4gXlEgU0IJ z!NFhOU$pauymJG5h(cI1gb=vA+_3PqGUV#v?I}f!{($VdwaogT@yBK#1W>GKjq?PK z{tnq8{k`vH(7XWBtl0mDsjC30s{6jrL=XWH6p$8_ltw^GKqVxkyQI4%1(g=0Q(8cf zl#~_;X%OjBkkUs;H~jZ~eE*r>jPuRt_uhT?o_o$dYp=ETJ}c>(=h#SkaBjQruMsCF3qh;;YM|H!gP#g=hw<_58 zqvnGttqad4C=gHdPj|~w6P^@@2lc@SNvN|96qAZg8u>5rX(Z4Jwq%4RXTGq@(DlQ7 zlbS%N9?6%zV=P)bKxlpltoekPN|#k_4-a~Og8N=95b<0+UnMQ|y0La0_?pumPT_h` zQ7n5x$d(4Xp5J@biVs$N_bmPtd>POdRx{xcMBx_y*Q_a}WA-WhhR*<$k3ogNe%q2~ zqMiVBxgq#Z2y%1hOfF)Umj@-}i(SX}yR2I&68=8$6@nU|OO)l=pGFh-5x{x@_YQ2S z^!u#&KLFatPDRH`=UcIKVv3FjZBJYGpb-ZWbMc@IA`ggy!u6 z=^KvY&qpaGjp=)o>C-2!$n`K5>`ZycH-Je65}tU5`@cc(g#|gQ(dY*h44EZ_5r2bGJ};w}ZsPkr^mpF!OnB*ZVVO*H?xLoPj!4TwgA&rBlFh8byi=3HRk{@lMlhtb_%+I zuk+_kndj{)^$&1CpIHEG?Sgrm<2(L*pd(ZBC!Ioo7e@`Aj1#iRhl<;8_u~W-BQ`xr zz^41BZcw1FkqqRy_tuNWgXRPM*QU;Sd!WvAmBQw7=uPEXfoug}(=Ynj52n2lBPBs2 zOben`zXwQQ5>Z#n)VaS#4Y^7Zoo)Gcewt!Z8DJh=oU77h;-077# z|MkmPO@*(}phSa2`k`5bGE;l1&bNH4ccr!0%`dpA(89eDB;kB8Ql%GJTB^cg_?rlm zxK`EXyO7i1gh(x@L)mJOb*SLM-<;}n8%!Wy2jkLPG}ImT{wDr-K$jHd2LEbMM@V^|Jd!*&B!Fd*;mkt$p$-@j#b_V&-xbP;~I+@r$*)C8o z6@oH+oQw%>ZdY_6HT>+^b6oU`XW;^hL@elu`5&Y{pq-`gdXW`(lQhDRl3 z?guSV<&T^f8!S?6G{~%w#4Ze|gcgS^MUBj-W%m!d<+rS^b})QgFxH)Atn-b(2NRrN z@9DpHSn|0r-H*Ang>s<*2NE4%CCMTUG%UnpiP*c499P#3Zs&{MX#(}N(%j4uK>T~p z_e?a8s-zr%XO_xD`~+a%F@i2z^s%3h2%8r5lC{OKPz*^B*xI?feWsNm$=x@A3$eRy z#w<5}C_LM$n>%?&7jDGY=4O`ICFriuABd?Ym_4s?PNd9m;zOZ-DXr?IGpN7|m^mIS zeZ};Gx8C$W1p`%9oy+WFghvR+PB3*ID;Wj9>0MyRJd0Wnkz^Jcv`{(LC-G*#)8gzM<7*IwBr+VS@A)2;eUe&N6B@cy zy>a;BqqRdV^|DhZWjpJWizKR+=k^RxCB{x1BO_79D)-ngH?)1eON>>jjw_ZCL8&jX za+i4f%hUtITixLa#T5G3mz0a`hBU;TI}cjh=uBd6ThhPDppH8KDELBtHAC~Wa@Az} zyid2E&-P2k-1u;?xb5}vz;5N4mk3*kjmxA~oR#$7ezr14>i zp=`-Ov+DUf?#16mtn1z*0E|k#f~H1+k1uJ#zGNYX=y5};>AkV{_tr=8+qrqP5p^$J@^)# zjZ=7@YUw+wB8@Dp&S^VbsXcvBI01|W1j?fdD`vLkniYGwCZ$!MKQE>-w49OzqBNhg z)y~ua^)>2*caYx0y!q+5UB1oM4cmIhg{fSEneU}a4M$pG8s1XXp7#Ee|1gLXr?J{? z(pmo_^uZdp9u~(wSO2hdw5-L*9_cRA<_nD!LYFA<+;!ZtrzNZnN>oi9V+Z2%Rw&4^ zL`wPs(6TEN_nlwV3d;b8(RQDvv9U@`}t8VCiU(Yt~kI%EYi>)(WPK1OCzbKbX`f)eihUoPsx=aSkvDcoB zSDF}_7a-gd^3+wQa}45$*#ycjF9&CFs9ATJGt&&2n(|E$pcEt+A8IwiIFtfGO=W@bO>Y?v;%%gGWAFUq(=J z^OfC;0?dp_i;g)rBP zyw>0=Im*uLfrSg*HiKCsBs;H*wd<^&8MpH{7`ba(IS%9)K*uYhZryLe$29Z7q}2Q< zx*)E`-)ZQ^xDDk3GDH&Xgob7MfE`&257%}uh2xyzl9|TIB*Atr>0E;y(`iF9Ga0Os z;70OJl0LGinXFizE!pO-!-_a8H2|YARCn0%4R}08 zXGRia3|c%KSG5^$%{tAGb(z^K_?O-`SXj3^?{@`pb-!M#ax&_D)!&D&yMd7!Xno(d%$Q98K*_W;%pOkgJ#AR1&P@pYf#e2Llw$he zn9aBSSNls{b8ompt3IOVLaY9Mmm7432kKPO)c%hiJ{t>j8O+t$*rf6ywT@&MU{nkJ zMt;!P*MW{JMS_+VbFG_ykw5U)1na7)JMG_Cg32e~TBc;3Wvs#${xwPFIM|(4Jw|GK zbL%XG9KxWo>o;x;hI!%r*)T}V)~;EprGblbaxXgn^xBu<>`m02Bv~3C=E9~i8sOpA zixWvsDv~d^ciacs^?P#0**#4do|)3 z$J@dJpsK52u615988g&ytG)!;=9)?cP-jv6608WUy)!;wsPqvmj=iE{Xxy3UnQ@n< zdDio2;&RbQYk9}8&=MuZH~I4X&Qk4-{DQehhfO#)9S7eh=W&2zSM)Za;94KIY!kb( zx57mg&IN~TWe2=YOH>*pm7O!bu=q=6sGkC>$T+u|!e$3OtP4$q51%;Ak zX=E(ewGu}@E15v{p(OSSajG7fxkJ4$4DSxrX7$yTaCxRK&GBX5?o8#;a8NgVA{;0X zQiYmX*H|2V`74wNwu46fLJFE^6o{kOSvvets1ONEk!}sOu{gg8@kyQ28=QN!|S%QOzfV42FP) zgvz*SSNj}G(F#o`>_~xso**rYp=W_GI%gAA;I)1Z%7kQHKEPr-^la$TnAM!+q^=PweH@4E41?QAtc$XUdM`f z%~~$_W;%b@bI2qY=%kc~$isWWhe2qVw7Fw%O4rSf`(hPp=+8rY23nRNQ@2?{{HioWE`6MU9B)2njx3_g>3bJLzo~te4ro*R0~5UA0j(Gw&+qZ7H2;$ zu)62A)qTGx_Fw6o4SOQ3g z(OX~r9ExgrrVN4R0a@L52tYDPPq4maRXT5t)HnzQx=hiQ9x}KlpD3Bwqlag;aud zZaSAZ${k*xeg}Sqc@P%70`GYg^;^M5z!yTjKW%|ajV#ieM-+QXK-pM4*7Q$?v1u*F zUyCAmEO(1_?ca4)o-zn~?DJssisboQ5(E7yxM3i}TnZmi4rf?hLSAfsz;M>6Rfo!2 z;R2GIMmMDmZ~Z0or>_a1I-W^}Fe!U!?bDrlYC)VJvA}lC9z&blrmnH{c8zBecBfw#v4|Z_Z}-`w5X7< zKZBvUF*kGTDDq~?|7WXz7KoXS+TmPE)ve{VZG)QalT^pscyC8R`1ZM8mC|qM2ZKk# z9JR3pmk1gY6Wh7d+rQXB<;{i=l=}H|&!s_8LCHbWZ>xfUPWz!nocR%q`xm}9s$$XaezljDEs}4W772Y=XPLe(GrG=Vj=ug3sH979tJy0|jFY4=X=Iew@8%#3G1Gj})>HY@ck6_TuuDXdIrVVGg zl4vXxH$1nqV!g=(#m|mf2xNaJBQ~XU=~KlxcBCJCmhHkwmI{%-fim<%$>QYf;gVIV zQ^zJb+gb&$m8i3QdmmQJpQEE2%wd9L)9Z~d)DCWiV)H+pOEiTVP%oF;$|>})Tw!VN zFNO4&UO?$<&$-8`zKqW%{TKeYiCtT7)TR>p>=$XBUa>80m}2QC+fBKGi9nZ`X?16O z9y}rbIMdPdEH~Xh#Sp;j;Fi#IKd((?(wUjqolPL-m5HQ2%MikkV2UVEe>7*1XB8aP z-Emu!ux`9lO%}CcuuxoNd4I5NPDAq*R~47=G4w|wF(tz1xim$pjI9iLB3?i?6ld|1 z<7pMdo=jrUd9Yz0x&xCmVUUA=@0&r(Y*icADLcXH01vF4N~M-6DY)=DvU`poTb?9o zgsOHUbAUx;-l!EQY)AA>?6U(g1R0Yy<1cvTAw@_dfca+JsDNjh`-f?mh6Qa2n0`Um z)i|T#m*;4_6aMcov)nn2cQVcu73WY2m%!c*16Ax`CYz|u#v!XjuQb${7Y`WD=TOP= z*By(?@ZA=Hq`5HxCyHO|WW!{e(!x1|{7aow5_lC5p&d$9d_y6mQ!~RRCtbbyqK7Q^ z(99@2Q@78G_wmp<>t}kHJkgDJ(Rpw_KSCDz6n53t4n33Y8UCPZ13*Fgr%*IlCdGCX zVy-|eLZY|=b$&pY+_L3x3^$;)#Gft5RG5vmzEX>}%bz0^B)_i?bsHXO5F-f+m$H3djTOsz! z1!Oa2;LI+|Q24GG-jROk+QVGdRZS!lu9_*mI5l{1z~)cZ;{d?TP6+!`bADcVl0bl0 zEb>rzS3i{bHyPv%YYhwf)$!WWs^M+imQ;tb4MkVz!Xs_lhsN8kvAE*-B_Y?5t(Nel z;5VJ&-hvg`zSAj=NKg>O{l+aj$j#!ELeF>eD$1wK*P4u$x@hByPE9~Ga6b&Bv;}q$ zNS3i64C}&X16itAAOKXO0^K1$Rku=DikAzNNB_YxM-W8^c*f5I1e+^9|8DFxx9H#p zT$Jb@fbTnGTpUR;+(mEGw|*x#9ZxlW>H@dMS(L(U3C#!KoXpro-0jr#PDIoOs@$9} z`W=`@r92m=+VgCuu8Ik|yGXmj2`zwZZc z4mk9mV4{@Dvc3EnYYAw0fd+`f?sE2#a$%zelJWWEL9A$!b)S5mdfX51MQ-3atgdj= zmQUpqBiho>s;wP!?}nPYGdp%kFF=|QMAc2S4_G21rwhk@9;MY}9WqAvOrX0!uhSK<$?vUqkk zf{+&3;parx*y)Ej)6{;=#i(NjB7`U%;d4|{z}3(1E)xj53W6r1FG8OSu(E9^6`J1G z9DfC(Eppi}?W(-E<3bR6L;w}o^awzLPHq{W)2h8?wqSASh&^Yg`mFHdTrS+fd|+As zd;fy5wHO ze)pdlg>>Np5K5Eq`U+l}TB}yTZx&-wTZphj$@nbP(eTdrDx8PXD7wZ`p-l65X3H9i zbw(ui0ZjKX+#s!WSZ5@uZ#c=Q9t>!3U1-vqAf2jHa-03mmHJ{}OXpIR;`^`pk9*}N ztDcihJGg*pM?qKu=2zOtZOg46?}p1KI!IlwtWNFyT0t;R_x2hf6V0is#~3XBd*%Bl zs4sK52l$WSQ(%N@mSWIh?A5|6pR=L(FC@KvZ-3TPC+2+ABWw;H3%)$z`?tdGhqzFI zdW4E5yaQ;*hcjMxGCqfu?&vOt+E6U67*D9%P9pCS7^`BkeC>gi(mpV+cx1NlvDY9F zc6|v-BCtOOAUY>Q5TG0&81sD1xSndo=MVC)v71+98^C*i(e6CbvCqlh{*WJH1IGg- zBk8!64pLl`(@3KKke-7zg@E2rd>-Ypa}+(M5{kM1Vtfs{Ni{S=vVh zCbU0lnSRdK{#MS1V1~#b67x?*6fpV;xak)UCi#BDtjYTF!Q9N4qI5mDE+0v3>1kH; zH|${n+puRLzszWY9U;hk;TAZ{Ez#_fm|Z%wDoi@i2(qte=sN)qQ))&p(cv#u3iabn z8j)5M7u~X=$}!FZA5I!X>n^@IE-2F@?iU*RwchXVx&5W4lF0JrHuLB)QmSPKz$DQ2 z30~YR+|+kA_Ypt~pj*LlJPr}6U$WuwhuO}bLk_Q%A=GmsoDuH(Nt;fpZyIz(XlPQd zpVTr+AYv1##Ygo7Gj=H1ZKn% z9>O$zHZDXYwnRaW#!1QGL7EOc!Zd6*p69X!e)gYt<7bEitXoZdr(c|TqzT=dJzwIN zBMK(K1}Bf!{U3*Z}j)9|w~ZUizA7nv1_5ccm^T zdF?lW6+h%R@;#WFF?x%PbaZ3dFc2k>PI26S&3WnO(sQgj8()Qd(QQ1z_sqkN_~xK- z_y|hU^_LWoz|JWdos?5zqON&eAIQGLgG^iN%4>%$$B^q69M5z=2R@q^+2a0wa#ZTM zM>`F(6vIb?@yi-X33Yn}FVp^Y&-b}k<+!@pQ};uyg#wL*F6CPL3Gs`X8u7%YeQ7Jz z{{LvYn!Vuyg$F3qpZihJg%{;xe{b>O6Wz8_PYl7WrWBtPc@w%X!a{|;5&jzs7!T{< zDJ|=IJ~gBTLD`ys=e8k?`#h0gp&U~+P5|?jdEQ{~u>xMj!8w@w2oYBt7jAkXP60at z#C%knYO^FHTF&49+F5`1>OM%X83>^0}{Hr z038I>`3fS5AFxA0$6g37@DcpgjLfz=pGolqkb!Pnl4T@tfDB-BH>mFQZ!;ub!0jCd zl9=IT7Apc^!kIDWidFskAw<{PZwW7I8r2N5pAa9$k>E-VGFrSz z;I`Ze7nHdb8i1slM$nWIzWLIpKpZJv$8cWlg3M!80Y(P!e$+5StUEGa(S}K+RDKi- z-*+r?bY7)4BS9$0cTugu*?2n4+(y4Kyv(M!|N{oX9W>tlb#J2o@e2ydzeC; zic?zs_#0apdQHzF3t;$ZS~K*FO?;sA(3Jrz6I~_4lyMwx+&w1OGkO<>VQe7EvZ* zWYp7}F=~ZFlSJhtTW%Fsql?~ZZ>{3x9PYi>Mn{IypEy4enzfr`y9+t|zs8$I?Nmv7 zo6nAS>J6N(CCC&r&efY`Jg990eO#KqoI7gMWc0rkA(W8+;3F`-) z_hbFNRvKhui2^$bk5#HU{d!qRN91h!9*;spI>vnEM^N zOKV%BYgf`Z$KGm3iCIqw z#UM-o(>*bWu<5AT2b(kL&IVO<9^AHB&KXpW^*DrgJ)kj%0p^+0!ZixblxaRH-e zC}vms@|`L@{9UE}w$t!%DPHx=!zMs3U!jzP3_H9eJr1+fb^4Gyj=T?A3y2SlHg(^>uO}kj7 zXNA>OL>ovaCo+ko{t{zmGBv$+Wtk)HU)qY4>UrK3Y?A*NI{3#ike?HtSp;Bi#JBR< z+q)C<8ngx1P_L=X7R86pvS^5%My9rz!hpEVi}LFeqC6|n3t5_l=sbt|aY~fW=EIxA z9UFGBbO+BNN^;zRpn~dPGR!nC7{0*o&&GmoR{HezAG1OVA}xw0!YenpRnV@v!fQIZ zL@|M13K{NLO@KWfH$pzvF|>$l`NSyP>(hMC+=rJ7b&9#l!N}Qd;fW85Zth1O^~Ghf zr0?bT7>KNcg$^)SdOCC=sFkV#?%)NByj3)pF>pgL?H2SBsB0?SPj}a^O_2Sui3x8V zAHR_j47xj{bmC;J^~40C@_C|r{n9q{ZqwBPt>>5qOD^j26B$K6@e+U@wnVI{K=np# z@E1^hgg)I39%ef45LX@Q7u!rwz`q&yK7%A1lb1c7=TTo|e21owE;~*L4U7mlQJUqT zdte}pvlg10sPn%+sd`3+whvYOcQM0}4wGoiO3WHDRZfaqq7{N;?d;QF!w}{E^H8%S zI&N&-+?1j!cq53!|7zyiLgGFqVBxyaD`Ds=fD|uE>Q=TAJzemvAqi53BnSaJc)R7<1n}JDGKl1KzY4T@iYEUDr{>`8$KFLJ-WQ`4WSfFie}|OJAg(5cr^h) zZ*y}l%!tC~gwmOjGpDa?U>svtc2Is-1iN3e^^o4WCe^%i)$k22BxV_z^`TRyYHbdF z0ke}}3e5ygNyS$i!cszpbWr|bZe96%-=05VYiUEL>fG_EdW;e!huwJmV>VH1?mD}h zk@bdKi#1pT+2lYe*EJ;Z-)GTgtE?Z{rVmA=HjOp#*g#{PQs4N>6@!tXbe^u$J7mou z!ne*#gbaRrPBzr6z zosAkqd;@2QxYtq;o9Dk)%k^8jV786gz+VoLPxr`))oK|K5=eneqqoQ`({QViKBngVOetVV;U>eMQ(vTD6%)5Y`#=Z8-d1!V*o5W(JQ5*Q%_r+_Pu(j2?8MRD0hD|YqO z)Je5CL6#|T|y57{W0gac6fR_>9P z(>>+zyB2T??8TvOtF;e!PsXLSR~Wu}i*rsx6_}XP-p4_Ebco3SW$3_4`9kp6Yc4*< zl8;_w(erl%@($X31=ZOH?z)`9FvbE~c?~4u(g9`OWHW3CB0fsg!H^iA_y@Oh%=vfS z^LBhlsTZ~Q>!UPrDW+b?10%+QeE+=RH9-U%R5-a1Qbx%hGHqw3RX{8a`hB@(^ceh5 zACM{^Pbkcvtml_c_AHez(31O%@Gsq2gP%YVkYU_d({>{k>DTVG6Z?D(A?qei@@0{%~mg#I~$0d~uWufDY0%}J1%J$>@ACY@%j2jSD z^{jh9`T*MDM|@t7uE*UaFIrp|h?3N4pm#nr20Tf9lJ6ycvN8=R65L!YTQBq{_a%S~ zy6xWVXJjJL(cMHyf{bG50AJ*Yk1^6PD5cC1o3xZYw|j!5%;Dz|9qm_7xknBr^>~sZ zT?5p;#U*&<+F^{Fxdb+M2mJ_og;(p{LqHrwiHaeR(TBiBR(#>HbgbzG>{8$7=sx%M z`A7wEU0zI+_(*6>2-Sm{0g>e%>e+(K`tftm9CK~1e1y!oReR7~%MWuULd=!!3<{BN zR@1kYX0Uc4-Op~=AiRs07Iwt{d}v|MfBpCA+z?yPh^TBB*9^GzxEikap5g#0dVm34 zMlMJ4To+C(fhc>R=Dp44OAu8qmSUT;#vqQgBLk?E2=yHh1p1I%$%in~QAN{+egj(7 z0(W?8mA~Af$xYHwb%w2r5Z~hU)w^-@5((M=`-SQTlw|{YkYT_kqk>%{Prhe(L!smc zp$Rq(Kx@9||3*mxx%_=sL!mg@pW#HkxPeY&t@31Y z2quauWS5DIP(AdOgQ`f7R+O?7KY1DPk#hp6AesP6+l+;#8q}+r$KL?$%}({iwEAhN zR*Nx!zu~deu3y&mYBQn3m~uOw&#Nejx2uaK&r{Z zpp(lk^~X(4Dd*ie;0eF*0d;)oeje}#b|9KaJu&%&?4Ql{mM1PJb1-n!=ZdrrD%l1o z<GPP7vUt0|85(Xayg3Qwr}37zmep#>Sr=hMb&{TkNyyPG&)k){%Dr#~er z`DKU(Cm8v_nnOw5F{B@EM}J|PJz6xTQep$Jn@QLVmX zBvoOpaTIWi^=evDpf>+$e$9Q#mHhnay*B(}r@`(RZetp33vGfjV^fC#-aGduX$zX6 z+#dWsTcn*#H?omABZ5p7NH+L-1)`0`7gW5fj}J~GGXG7E=>IpISoGVTM~U*c?cJIW zI^@3wXIUeR`qjeJlp3S9YMVe#}vBFi;7FX*i$**zPJ zLS{r3J^tOYM`|CP7e$ihHb0;n8mg2}lK&{_^s1&NgR6%t3GPIlDcT^VEkMnXUSwrV zV6%aMAI|25EnaF)qhiqlvzD<)drHi^RBl4G4VAU$YOnY8dn1?)BqG#w-of&u0#4N3 zue7c8aNnt;t{mIj$A4D;<)ix_L7DCnF?esH*lu$gVu1>PLDrDE0QeW9p|uSA&I*U! zJ>3`cGk#;gHAGr=Gh9g`kRDdbl($9r)-``{>l9sCuSayFkf7OhmRt_CN$rm!?!22W z1u)FtdsL8-qAitW+9O(&o)=qQv;28tvDLqqPc>WrH)~_K{zPRx-wIg$MDs+z+l37S zHgK@DzX6;a=HBwe-=Hmyzi6w09pI;reHz|9r|!}+_3`CPG?1-dEzClcaNVP$@nC>?*f&Red@YWl^fGjq1Q;&R=K$1~bD z6SyQSdBJq^*XsuC2_W%38nHF5dA(&PF5Byz%GwS)Sgqsg?BKms-)d|`MKN?JbgSMz zDl%E8BaQSZFZm0H40XXNHkhcV2$D~tDbKrZ*nNfB$?;Tb>3z+>+i5BLLwPNHYYhI` z>k~Q?V{!AN{*lv0*nuQ1r=i9<>@7se_4uza#XukZ)*}~CH$L?sdh{;fn^1Y@yTZe_ z@V@=K?3%v48x!-PA35Hr>n3dhSR|k34Laa41CK;8R#GS0V$k#8P7}N5-4Hic*kfTf z`VqX=ZB9myZLpX|(hutcl{FBr;=5u{R!xgao7k>*WcN=Gd33yhiXDL~-xYD>D6gzJ z?0SefS(X?Kq??HW6=~}qpso}Mfw4<8k38P+$%EI4l++~Dn&Dck<>1|b1ypvf`=7&sTd9)!tPD5j zuc4>K?R2_V2CR7Jm=eHgqGmGde2EANqS+HyRh2iy|p;K5QMwoWMZG%)= z5W#ib7_Nmw4pgl&MZeb5D=@cuowsoT0xFU29m@Sn|C5`G9wWfULdvsCkXbHrPKgEx z^vg6UUQ=E(2t@cI-Exf{&sb4m!V!Ni<2m~AquZ(##F|XD(lc}t>-kC0Op3PW`nHdK zya9>uO-PU~qZoV}U-U^bJERbM-|ozFR!>cSx-+UxIQ0CJ5b8CA>a~Bm8#Df#_IzP% zA=xMECf)*YYfu*L;4G+^`5Ub;YISe2_`})s7E$ofG}tw?{AZS^$#FMMsv~ zl4L?Y&=}BB8fkL_@Jzu2m1l)x@p*;IE=jovcHK-*t6RQdx@F^eW3TaCtFKf@#nnD`dl@VqGybJ!xTo?@XPU&_pYQ9 z%ye`pNiDrB`KT+fDu5qj!cm;ox;3m)Q z%$Gpug34bLU_p9lRIt)jY9$qWiCvI5!87jC4uGb;B&3kl@xI=PfyMo=I#stXJkwpT zE?HM5%pLkOxicWd#d7g>2mj`cq{GBr&(Uv(z5<35}{nb6w{5htUHopW%@}S+He_`Lb z)P`WAy_BekvC96Sf`tGa-}#om=uf8eTUuJ$O68EncixnFCF@I`Gei4II%{tSdwZl) z-3`DaMl#35LQM@hVN&hP^XpqtdT{P^<;p|XpO^03yq<{eOXV5Z5W)Sv|89ndUM<_U z6Eq^6ZUEfSn4fCWAzKY|?K_Sc@$bbgUVC_cxL1^?<@LKfeV6S7O?5IBa`;E>h4W!d zTX!&3ouSh7(=jHVrfarR%QXJF zcjY(LUpT`cpOyI#rfts8OT#Khm~(JJf=wYVFgGK46mG0l!C1TtNw{Yl@l)DuDNjx{ zvZd#BWPa&~_kMV*U7C(G(r{%B!9r1A((!)Upx~k1xqs)XgG+v*T?c_d)FPIq&##}GpYp1`CpCP z|ExFn=BH3nQc>Pl{j&S#rAp|A{h&YIu7}yS#816}YXSwmZ(?5NREK@>|PsLIqAO(VL| zw(H+Nuh8_j#cI>lbuejtU;kz=)40#pAjCPdsZo$s|IF*IJZs)Vbr9lPthS+V#r|tB zmb+o0A6wnhM`l9^R6s?xI^ugt2VRY22?EcD!`+4DOsDm?zO+8MkA=T`?=2s9+8#{s zpR|1WMQb}Td{b$DqU|@uYfr{mhS=WAcZv3H<~AcHhHhcxY&mR)pn}w#|Ah6S!F6C> zIGBg$^^p*G3`#@nO1dE{jX)G6P^n3WZs7;T*pw)o2idH9hvP-)0eLZ+xI>)9F;ceV zDX*d@L4%UQdIEdSB$Y2&)T-;xwB9+-a*eiN6S5?WawGFkpcJTHsH<>7NVZ>1(1gs% z89xSQvhDKV$^DpQKj{*L3rHg{GKn5fzOSn!f_-Ick%{K5c9gQTaDg~a+$;~y;{iX= zf@7HA6tvk?Da@5xPOo$yV=Z;Agh>6fcI~goo_7P)wy@PJET4?yG4#tVEp05}Gm7?xSP_p!YLVcR(}1@ysg3lWx)(p`I5 zjz<=BbzxL(aOAdCGsY1vdIRb=z$&r$&Ip7?U?ms`EKQ>2b`+k4f7;lhy6FAM(V>I6 zDUvz$V}xNGK)`43Oh?zhMGVR;2)`h_8*&bEwlBLNe@i#k1e}RtG4DhBdp@FtZb!J5 zN-X8CFZ`hDjVKj+z?mO!%iWV6vgN_3ztztVr@0YiAqfaW3=jZ?vg)Nso?&=GC*!v2 zeV}(su)Td-pl13E^@-KhCjyh={3-8u^dGP(g?Y}D$|sE<^t^N?V{r8+p2q&h8~s!- zuNdy<^K}J7NVR+vM>TECo|M0G-CP3L$vlANZI4zl*5jRv6yul)YCssLt-rO?S4To{)NB|Df{Vpz_-uTW{gC zOox;n;ctG9Qeyh`TcHLF@6j6+l|?sO`x5e@8J3R($Q0n;ubPpr!Jzm-1-GI9H_k(2 zJFrTEG~!N0jOyn|`N18G?52+^BVA6hsq#Jc?9N{80m3)CWq5gUJ$eVnYHWZik84mQ z_nsi5z!F4g=vy)kR~)|4HVyr^;ev4Q`VE#hhml+DHA>^^$&FQWiWwZHdx8DQ{ZDPI z(&eMv$pvBbm)5-l93K%R&7&Vi@PzgtPhokLGCpvL1J`@%{&gUZR@<;aDBR}e*LzMe z40?Uob{8s~n|Lu~8OJVlq{Y%lrUo+exs^=F>f3vUy-B!wVSkTq73|#GifGcPsQj16 zc5{4{8Fh>#ry+j3cW5qB^?;Mo(#-f~DbQ{l{CYc8LFB`cJ7;{7n17OY7aWaO3%ovJ zuf!21G4>K0{vvt&3)Z87yx2gwpp5-RMPXZ-g-*T#d{F}A)!Ea4Hty1jHF2JeQa2?_ zEbqbU`>U))(=2z~s+f>+&2af4#?1a^0sx0-X_c=nQd4fRIR1y{^5gNt%c#8`nPPLO zrJnUUM11BUS4n03Ld#w)XbjD14AHO*3Xnt1Di=n9${TlBq46Ov38jvi_pH9OA!|Q! zF^(2Xo%gCm*qDg1GZ>fjDxCGR_Ug~3U4?{HUt5CmJ7|4)gy!HqEX@6ZF)qO1GDZ`e znbiooV>ZL4fp7LVLjDqs_BC!|{fAmZlm)_WkYN@+)MR?61gGXi6@Bo%^yM;KE$uMh zVCcQ+2hiaMJ-nSCrOW5C&pXAC4F@}3L-qCWpI0u~Y+Rrd4wYN2zq3lk^`$?nh^?P+ z4Nv~b0vi9cYQ)$?2b*oD=CL~A>WTaCoCa_8*sC(Umx59E3%(WHoD(>&T>n-bn*aQ_ zl&?u$RR11HUAOo2(Dvfq*6=zzssq~DqZH(N*kz9S#?k}8f;9XauMUiUB;vm{!pKtP zH9WBIid|)6S$O(7m>g?kPa8tFv)?&@9yam8+L3tBzU`Z+l>lS8bN!)PZ?j6KjED9R1LdP?ZI$Ab12LV_m5ce{*5T~ zv+?YvT7ekjZu&FP(9fF^I(*~}DvB&`xswXxg6>4u6?r@ue`+U2kn##_H|n8te65@8ioQo&2zd-hjH;sqjsOMT8|+Q4u<2QtiuP0q}YaiBQH z(kx32^7^FcE6LjU*U9rD#8F67_W(%bHND5sTT|}nf_%!0C{JIU(oFo-sZZs2b$2H; zZJ@fbSNLc7i((I_F4$@wz~w)~Qbf+siFZ?-HOSkn)W{MXF!8GK`C(8&Xqf)tA1dTE zRA6=OlZNX-IhcP1IDgF(HH7d{ySBgwc`WmzfN zB%G<%ma6g5>bGuEy-M~98(Y{vJ9E1(z5dSoy7$$B-Pv@g-JJgfbR@*I5O^BIGF!sA zUJU~Edm<-04+_ULZPb+tpcJX)&)`q|jR92aQ*0A0ZA&wEjrXy9R~qx*;yKxT>_~5W z8BI3CyxB(M(~q+lvj-cY7@ct{;~U=B*n*u6*ewnU8kF22V9@f!GtY#BIkb3mUE*b&hD= z@8WrFdf`qpa;&!YH1DzbP?r!!@E4T2UArUFzmBR#4t7~6W(z1Ccs!fyCwv;9buO|! zZ(XGzzh-`hK76zI33hcra4Vr9c14JkFn{(Td4la(A0lL{({>7b%OzDlW97ZWaq@fe z0}F)XMdv#U=)xi>-2u3N86oJ@^*|p0A2B`kds3YyPTdFc=`{iAyd_xNcyC$<7Z#(= z#WJp(_p!PPS6l+J_t8QxD!`K^p#~eF&&L%oRS4DPU$YwYU$x4 z@kyrikXvFlJnL?rL)A4*8lJxot+(2j2sIyFL?Lk-b%)r59y%e{uy=yny?U5U17u4G z1=8(_ET8c@l`X^2IMlCx&aQLacvc_BYP#l*-jx}>CGo<&H?AuNz|P>)`vb}J5;Lr* zJ~(m(^)K8>GvJS}#w{qq8HU+U@7T#%H2d&3?TABKIeQikEfkQ(zt~BJ7`QAZu&?Ao5&L8RyS}-RfQJ1BEwpzd{H- z1?;85ERk%=l^|l4wQ`-%?YnwHbwK(>w3TAYne#pl$n5r{3mP&Y9RCULH)_M#ncJWr zzK$JXS*nz$2PgPGcA2TgD|oY-thF;$@`&N(kx5IG<7@w^*~)$0?VU%B8v3yLw` zS8nt%#(#nASVvlw*y$Y(r57%*8X(ezd^xzKq?B6noS4jog^GUR6PRi<5BzbxU^pJR z5_J@l3*H_$K@ZUCC1`IW#nOfIFqWVkDt-AbO9p&AldUA>Xieeog{nGa{#x^xkAf}0 zN{=Bmoojfhh#SD3s2s9NRyKkPJ*xu}0yKhS5#w<XmGtA&TL)MMvRv)=&krQzZ>LClMhrvHTosxpqj-+<1G z)yE!Irp?_fiaxq(T;VhjVFo%vi`9}bRW;N+)r#o|F(l%M0cSOPKp3`o|C7IUd{A&c z`TicGGFx&35T*XXS%vw6Suet*|2c!-1uG)e1%j z9V+2<{{x~IVW6%AN-`HJJb<=lL!uv%(q-ALA1*a@pFhVpm!n!Ih8%AFQ3i`I7{qw; zST!{zBpZD^nIxQMp71gxH>1Qf=ma-mm#` z?hZ8n9DCeJv3k$@N8q>jlVmQF&Z51c>8F`)4CN!Q*?(}Wa2iw81_Mbv(q_-fS{eE7 z*G8;q5DD?usAcCm`Lmhw{u=yLm)6|{b$)0KdCh)zjajPYWJIIAc!zFqSU^czrEtpD zxsb~-+%OaoTcTR(*MT0e!{j8*Q;qgJi+t;{4tz;jyIop<%n$WYM9I=`Y?goam^Lw| z52b@B;gY0XSvejo9D5_aIr3p?F62=spaS6f zf`S;Bm(pYwim3`*Nj~Jo%0-22yE_swObcqH!e}gqg$B1cZ~%k1?Caf|A+L7vL)GN3c6pYLz7wh{FMt zpk5Zo5J-JiFst}H`}m$WA(LBBd%0=c`Eoa*?p`^;-F5%&QabeMWi=sMefeB$(-V2r z2p18{EPrm7^ivW&Jp`R38t?Q*CecG9V}_i};X*0;WDT+3Bz={M}Xlj7qcD*uc+_zV5kXrj`h z7rgo-RK9hOmHwdrY85>dvMLtB-uW^5r#ZNPknK~tlMHbt0IL2ZtM(A@!}=)HCpCdd zg;W+M~~l0k49L?e5M zPmvRbre()_<%F9I@-R4;7s@ey<3avHxNC#MtE?e0TKKnvB#vouL*I)Z#r>QDW$|3S zD^!)8Whv53J$%U}arqc`XO(JIT@?L0G-=ymSu)ny4(dVssr#kh8IU|6^M>beFS?*0 zT*2P?;n|{*CB@s?3HSl2oj&iD!L(sxiOcDmtYB=JQLV*&$j166=c~iKM#MRmchPEI z8b9y4dO*z%Ky|Uqm`IaSeuv-=GBu5WQm~$;d0J6GC#M{CnUaf&g&=Lh&Cf>`ul$v6 z@Yn?hpK$JwegiYfcQIU!Z?7WljOTKl6j>7v4j1R;_bCt7RosdHueGm^sycf1#XwTJ zK|;F0qC>j7JEat)n}bTDbV^HicM8(oA|TSz9fvsQ?SsF&?z;cH_s4zTKUl02`|Le4 zd-lxi&&+u0dh6&3?^Ntb+QlT*e+QH|0ie`Z8Sgb7JB^!Zf1{R#J$X-9`axJY2c z)-#?Ck>NoNZV}YX{%5##9S4wvPCq#MU=_e(kq-{q{{l$cw{FwG|Gf*&J*Q-p%zL$*Hw2JQ|bUGNRGp`HSeCuc4I*n9ey z@`+W7?bbF))5Mu)F7%9aoZmu%mFIYF(RuxzZT0|4ewIE{O|{Og$*8G}n=QDbUu;|G6hI%P4c((^HuC5Yr-JRjgvYMKe0vmi|EbP9!Wx1rj@az$j^2v zn|`sUh`CP$E103~eDHPrIRYc!`gPGx25l|*q+MqGqPD@XVb31BnM?Q<)Gia|gj>B| zBuruF+f@7MX z6)x~kYT1&}IXuJ&-XF@{@@D;EzAYG^;m54%7z8^H3W!9_N9EV-xIwPVaf>5{X$+C& zD$rB_s{0Rf);`UXu8O#mIupeTkIGwS$~MDp1|(Po^&qU^s!~*^D+A_n zc_kl6B0$y#QwxfoIm{PngVTO2y$?Vc{*fTaP!|cZf9zz_{*p*-fP{S~mvG$D)b~BC zqzneYzXAJjzL9D>o2r+*1^tL5`f2G4h%vBL+!h~FEl9V=gN5Tv9G)ejM~(L}4xRD^ zC%ET(>mZJ@!|2ur-jiH@|2q3&4%WIdAt0Tf=R*=GFytUz7cyl>a#xGutY8J%1h0&c z383oo?^d=x=DBbNFC8M`sFPvj7(ry$vL->RXsleejOXz0R4u^3?~pclP-49Zc&LK< zI*GpUiH=?$KK3V&M3+zL5HymZ5MOlDl;=Hi25B6WpIo?&^bx%o)u-D_b|WU6(@JsLpv2Y^T9O5CH!a z*rfUMM*bYVl~O$Z#d^>&DkF^%2v3W*3O^aCg8>tdlZSMtVP%BB%*7Uy9!k^e-DY;1!5-V=)E-`kwOeWXzx|En%nWLgTI7=S)z zuPgSx28|nYNk?Kzn5FpV5)$0eTw|l{I!m^G_8|?fn|4y+CXL!K%ric7iWq8C2l#`i zJTnTxL~%Y|3{D%gK*jSKCa_ux!FWKxb?36jWx%_QLnMv{<(r{9#R`B($AW+vC5VcIUJm{Go{uc9w@vHU_Q^9r(EihyMWIM@rdzgA1PF?g zH&OZ{-5RXi8=vb&K)Op~DnsMtKNp_IgI>RJqk-v6LVRa>jMW;-oASyx1NgjM(OLDt zW*|;G-)VS_oFFK~I=qr}4(>%J3>1WwIm~OnDX?!{HLbJfcgf(!6so8{nqvW!6hlY{ z*bB<_1Vl2>9LZ3>Yv0RH4qI0e!Z&V7@QllTPW^UnmW*q;b!X%8ODvkdI9_z zC{Ez3H5wWKV%f(f1UHuJ&JbN_D%=iK{Tij2t)ag~-2j&s2)`FD4E`oLrLRo#$6>FY z6cW;Ji$PmqYCl4XtnoRTyu>|KK7ZPDD#!sb4P-Uh_CTC|Kh05}y_79%R!zSH@-oMX zH=G8JK6^r53xnAVnO)^MZLx{ZRNeFUhcRFV<$Pzq1g)2 zQt|d~eo3tmuzDs=tK}^s&ks{zsn4ew(r{M#IklgDG02^|#vo#(zvNoe^#tKH6CbdB z5H-laHOON>v@Tudh703cp)+$$zMH{;%^zIZC~_Sj+*7bF3@m6YS5|oKiY>(u>0jQ& z25B9V49#>)yC+(lX%`~$jKJbd;gJ)ZYZ8*ohXZH z<;mCURXu<;YD(`b0!%Io|1pDdAoPS2vF&Z7%dh!DF z76{Boi)fXK_qTiNl(^~v8ThOBUOvKEOzyEMGFnCIQwr)NP2bV0f_seJsjGU(ea-A_BMKl%==~}b+%Z@7Sq2AZELF`Dm&+r@Hm=sI zivS#uy4wA<|2Rg>>=_8Ufk3pCcR01Uj%*(ta%^c=pIr;U{xEWMPHEb!BMpAy&cF*y z@GNfe^Nw?KRFgs|Vuox5n@2dzoKbQ)GZ+1%sBk91E{9*reo{W$v#g12dFwnc1`;Ex zOxu8oz{EGNGXqjAS)%mjAG^n3fOelnApafUZ$H=gF{IbD?hfly4N!qngbjIml0%I# zl(YP;*G72vz;^!(Qxo`h1WZqg-xa$Q5i1m$ zzS>(#g9<>F*6or?B_geBqQ^taAPQB`-cka>>QoUUnlD#9Ok=aD-LkY2LJ0NiN@OI4 zXFz?%*`6k&ldzJ=Iv^s9CS>$;DedOA8C4503#k#K{y+V%5-e9i-Qn^%aEoW*y>ALG zv8MkjIuU4}AU>y^9)hZ4 znRJ~Ime3k3p2Y2E$kho%C#wm)%&y&_iXUJah?~!s^Mi!wlj^!Jc7)u&!wgoO?|RiC>v)N+?fZ??v(~i@o)Gxkby9Hrbz%r7yo_N-o!3K%$J~Yi zK++zg*w~+s4>k!7f=q4E?eir+J;9%;ma8`<>rX&EGEYySiJfd^Z>K~eN{sj+$KmaM zKwG0a5S&Z2TL+0i3`44CA`wPMdcxn@8{yl1Q~rbaI8{idJB*%2JL4rB;-O{)a%GlG zvJFUF-JI}t z49H=I0B!nz8;Mn`^}C)4v&3_*2CQEkOwLedKEnE64o$@m8siCx^0ZkdcN5N+_rZ z)>VQ#x1TQkGyJEKU3YkMTP3-W`uo_|Yh#~KV4n+oq*_=5ZlP2@H-_zkgBR6xOS%U= zl@(oDGZ{@m!c>0OO}wlu8BI(9LK9VOs)xPurdRz53&_bB&K&K^r>gHDRilO&4sm1Z z+V+reDJs*Pj_Q-7R85F;NEkRP(1fPs@$dAD=gkxLq2MSN~r$VR5r$>En#MsBIlindZ zl2T>mm9@aIH&cCP=qV{ec40(Wg86z)<{u@97=>=4RP&OL6Q21TKVRW7z>*}5Z5P}8 z3(gufJ!-Y>h_{9OPAH#koWR_bh~i( zB5)|ZF!_7Mcui4zD1|2E8b1OreWwZx*k3*G?l0v46JqSpjW4#p(%P^5M(EAtCO?2_A)t{_ zYu-hT1^5)1FYibjR( zDnZJ)7};B>gE-+Gx5Q#2FVJYjp1h&DSsJxbCP5bNX$w&kB6^==42!>9Hx8{g!aiN` zpjDzbP9;$L07H&XZAlGG3;?#aXN%7IOJR7rEMvAK^dPZUWW)%p?8N(BtCc?_gHG+M z)P1n763Fc+JOkjsKr;=JWr#JxS;yg2B zbBYtuz$>V~OsTE`a(q!BI<@ej8lju|?;pAjnjzP(MoK zPFKnFD1fa}r(?l~HyhM$)X%u~8rg!u+pP0kjg>AICVfXIH$9c01zI?xWI`_RU%s*5 zSC2>XT8})uSIwnIV6OuwYflyGSm*=<$9ZtoW_MfmN*n)*2kxKP-b~Wf^?pkk|Lia3 zoBQ#&_cK}1t7n-spSfsbaC#Y}+KzSL!$r?K0%LcT?p1$*j(0plm!Z!vTTi?v)iN4j z>9+Y}CIPNro`hC#WJkguzT)j&Q=2>Ac&ck)z2VTny+%nE5=CTtx+VlyhndJD?<}99 z1jCDOmisUmZP9Jmg|953;wuGJA8d3#(Qxmm6w%t=j8`UN9FQ}o6GkQX!Nyf-gjoZ4 z9qsdR#BSaddT6=PdpLL7k9B6oaYUDi>QzxL zwMIIxeBkG(G9 z=GxE3tp;1R*m)jp(BuS?rM1U7SxX}CWSwo~#&tc~P79WfKbkmD7-T8=RZs~(CxwcC zSm+9Ot|s2JBHmEWxVd~+tl!*CD?)^JfF!UkGS5Q+@b;|2<764u2a8Qy5dH)2z}%yf z7TsVQ=P@jbCT{K`&Dag%S$xk2M5OHF^=;`{tRJTHHEXs9gfNNrgs)0W^tAd`jbVQDy}BOzUkrkq_Ch&xZWD+2YW?q%X^>6ME7fPR92FUmygJd{wtFLYUP|H+V0lte*p&h>e;=P|Z9*zV~9S zH1syUTkf>9+)D2WzNb~jYFkV4n|#hUiKd5Py~JhDHL0h#)fM4RKyuA?#pMRkJ?#al`FC#VVv@Tmg%;72FibR zjLX}aHJ$V9pi9l1#?PnTaMd!L4}K!HiKXvuf9!fX_q5Q5?32VNJ>LGyz)ehxf&VaL z+-e$|5*OxCdiJtptuvvN9YTRgC#F|0xb(zZ+8uvvN!f^1^S;42ReP)Z`K=@LWNqUj zA98UbF2K(EH2bOAlPbG{!LjLX_w(=s9I=+)zvu&SD*KH?i_!B4N5lF!dS1|x4ut6j zdt&_V&9^(#v`o(D2cn~BDf>bt(%>ZQkG27Ok2^b0UL91?Gg~h~>tnepY_JQm-~UEQ z<98;JQkBy(--9h3jB>2U1X0JvP*o`BgO8$FAIfPm!8YB-8{sF2n|!9pyQ89EsAN~D zH&YDPf$=x)uYJ-U#-NcpUocwMeI)w9M8atKrZ(>FcX>T|+TZVBtYRV2#jna?Yx|#> zMXEd!tx+7F)rCt!dvfXRqJIDwf*U+hiY6WV`zhIKF@LbM$_=w}5^b{)t z=_&f!@Z%xV&xoi5OTp0{fMqb^yvbbUP2b$IRr~e>lz&ykB{PUF>H72i80ybjWLYY} z=Ly{b0UUJLY$mz2`4qpQ-D#04#%OEh;R1Q6YV~1Baf;C`&+B)W^bVn{*g_d@YlzKF z3C+VXI~}{VyHGrLkh}8Tgur9-uMg6H1n~PJM1QDRm$%;eI>>x7C7lTU)8r2?gF+4le2(OZ-_^+V5roIhZEgVED^qCEP8s)d&)g`|uherO0|9rfFt6|S@0+>f4g4p$zDw_R^E zMy)LD@MD>HUwIrR9lM{Vjhue@dXo^s6HE-w?ej z?9>)F{jJ``+2*yJQ^RKX{1Y(|J7C2gnDK}EYNF<-HoCNUqfQjksJMa?JD@#Z`oXmq z88Lo8e;lSPt{8QUD-+?MP#k{STHCTDCh>tlYQ@>uQmbrq)y@ZYfmdme>)Rhnaf1m@ zQm}qs&u`DSUl3z63i~+<)8r5mjOxAg@>?4!UKuLxCT9u2S@}`8<}q{rxHqp}sP%9^ zBG6d?pwvm1I#PKOg4$F{-}NXeTBd)j40C**u0@m}HzoSY?78_bscfXc^zdZIu#K~R z{#|WbmMX`~)~BnFW}j zRAGo86BfQ8E>8F6$s>4fk~c|40^x6NogJ=`gmHPjDdsPH%kg{WR{0`8(3N44Kj4Zj z%Wb?ODGf&`Cn5%wx+NZ3(B^*HEK69Y1)@UGZ;zJNqs!=7Ni&VXfCcfweY&=w0UAR` zSD=fWILjEBM?CnUa^Lf?=B~WHNZvyS#c4#8#^a_+#N(k_G@%ECHV!IZ+Aa~QC$nqD;y5*7iNj8YvyK#`huddf>6Lrkm~pteVM4lbi>)%5XCp* z7+1?Tqg-T}#947aW?y@@Y5J@-1T3a_9ih~|$HN%C=Pwmd!-f-KidOyroQgj=5pE`r1<44c-2_BbBRhhPqv2xwU=(D`;v`I zW7_T8cC*tGP^;EnixH|L zY`OVqN@>&EYs+?)m<0V ztCdSNzOZUFR-U_5*WKhzyh7L^`bXF6ig`U*C_p5cGn{#T2m{Maj5KdoafFfr>W93MLg(s-rI!f%J|&imuEwE$9sRR z9u#G~_)r-u(Zlc~NLhl?j=`p^&!xHt{|cQA+iI%HOtTD|w^C#^a=N2hX^#!J%IUzUi^lL8%sBIlX@Sm#SUGaDd(34Bq!0V))+J zTf-xz?Y+Gf9o^~oW@66t+do~-RB<96#)-FsBD%g_WjcY`KP<$f)jr$Eh3u^kzFZ|X zf>zuPI&l{Yswd;+J{As#TfQr~nDVh0`>A75trfRCd-|0wfH+obQz6atN5(TqT4ApH zFO}P7gOgIS2pm;jG$a*1F}+u^L;RnMvt@4N%i+`Q09|zrWZ251Ny|6Sq5XTo0B_^k zKnX$ohQb$g$Ks#-0$1mDc7q%V`70k-H}g0|Gj%+%`P)b^o^Z^B3ZzDWhxJU(=B4* zo%LU58@;gHv-D$W(yv1%EIOYT3dUsJj+o=~deGVFrEAGNW;_{4=^v>F@m;)!nkj`n zcoTI%7`Um=4mkx-4jQnUaifb{k(=_a)z#G$>9W!Tf?_ttEUweV$D$xM6QMJ|~F#=$<*`x`JX^hyeHGQN}T z-T<8D@cbjc!~O2I`I@p{EmyJam8Z_uTr=*SAw&Ecvab|Ql(E8APx2!LuRikaQ1;Zi zEvEA1SUTWo#j&}WUg|s55dp-SP45LG91bjve@}F$I@`ag zaO{U_F}MJb2Rb-X`OmntD)voFVQxorOUk)>uyM-1vnyiUwi+ZDNH6N zj%a!REuv#)S)U>Qye9B+Ma?=d$N?5UtlZyEuTU)WNYj8%af$hp ziMN9e?a)up2KQ=?4m8tZoS!ESLq&wBsHktD|Rz#Uv6_q9$qf8LdUX_5XExy*&$blbHB_{VR{YUQK=bHe{SR3 zU;RvbhGxLy(?q&ANt$A;?(0I)ecOs`)KV^;$?9`p-Tp>b!Ts(|*Ohu#W)Qf{D;9l) z7I@#L8bd9S()p#&{YuN3X| zuACKii9a7rg3MKt4OxlT8o)S*U3tq#771lPGWt+NltrFXP7g}%JdkqXLHc!xPSM*h z+y}Ug4ZK3_31gGN2*rA#Bjgp`$4S2?{eWEdFD)3EEG^F3`)wVSzxh#}1DsuHtl#Qf z(hgv=?I*uRH`RDb$(&9GVbODw3ju4GoKH{i4B4L9PiZ-B9xb1{PQL$Gzxv`i`TljC znP7Mk$J6Ej=nq(lk+})#8#72lect)il|CglL0y}R`}vjEc%Ci9lk+8Y^ZFpec_c-P zmBrOgDd*x7LEtmFx}{rn4U%Q`-a9Ti*el$F1T5c)}2?yp@5P+A+-@;S`UEFFpdHgqDd zP<8(`8I6lhYAvJc5u}YAHz-J7*S>GP5hl9)!!O<@{V2~Cv++@N83AL#fV?Ek;F2`} zL5uzL{$^s3o>z%#lUz2r_1FGmOuN8Cl2dq&Ioo4rlm3;6N=cZu|d_cK`vuZBXb zWPzR2?zU*Yyrsu773(LY}o?(8X7eP$TN(cNJ{Xv1B2_#+hz-gRQHwOhvAl&G@7 z?8`8&mYEY2NKjQ`V65!;H9tKsuYdBG_l+SSg^K*33(F3k9Q|NxqRaB$#mT-J^keAX zouN4lPxpSq4?BtNecoaBRVzLapGNHV>pB7^DHW4aC35l-?!FY!7v33*GgCN|50RzU z99JrJv*--Zt_w2E4&O0UD|xi!q<+@g5>N1@sOTdhSZZ!kt|fl=q1Fk0^Rt9E#WvCe zTqi4Hivk>!(8;HayskBUMxW%*!_O6GefFAq)mC-4UMBq_k5u0CE%lvz>6_hi;Jdke ze^}qAc)>u#JdFD#-Lb?o#tk}#qpg0SA^iFDwHE;upGFg!#{_w)5T)o7;-g8GOT|472Kancab5JR4jA!UFK@w?v99@ep+r#kKHSs^N+5Y7GJRjcqlnSIk(zpLs6&Db1@#$e&+|! zzsTNu1p@_ZkqJL@!j18wg49MgxVe1sW@6RY7ifoI`?P@&Tjq7jJY?z~1}U%?l;ZFo zL|bZQd7#n?Sg|kHvXf!!{oDNKV9PZCjgXIA7w3dM%+WK21dpe(?)%z7IZPweL^xBj%YKe_SxGxh}pU!ocW8iR*rhWHnJ_cjg| zpxu9F!9@6dghEOEHK{Z&?AWB0vCt*+*Yr*) ze||5u;=*2BJ+!UDX7vtQs~LgPZ_!l)Hv~U)`vhC!o8DYwFo8L!tcRq+qa|1qy3^El zfD&H~{O6$;Q+Pu$ow~sYI^zzZ_q`+9P)1=6UZb30Pj&UUOz8h?qGbY>c*wp2;;A3w zx`Z2pvr5Ff4W2iCft=2*_hB>!i=mSKVy*veaQN%0{D$es0e6I-LdXT;~RBi6+$srY>RM)61TtyngutjD$o;R~3mAL|$CVYiys$XUR zzm9EJrA{J59KBmd=R9pMPsU2s`}IE`*edRFR#)kB85Z9hzyE7@#^_$YC{P&lHi;n} z^eY3;V>@VDdGlkg#GR(^VPP?4{J@k3j|p!r=&3{7b`a}v_c0`-K^%}7hIsrfQ9-T~ z;^}x60MfG%j|r(5$OAw;6__-jm=)sD0a4w5|FMDd_TPUAG$23i?)kqDmpt7>j+C7y z==topZ($*Ir%4ad%n3ZywLVL;i;t4*e0*-E3e}tR|IMUg=)(7njVbczNz48E8or6eTj_Rv7hCNLCcC*{cGPBh5m-^m~qU~ z-hLlU$=uxh`h0J4F@c7DDR8D#{{lJ+F>==rio3xF?H|4oTlelo87*MhFggT3gxvT2 zi%d2=JlsuXkwA2Xv0>|2YdvLK`|pikAd1`zxq#fEMlIfwc*Kx(r+v@*u$$a429?4n*Wgm)NuTNap%h1k{n-wuc3VU&WKbxOAD7j3&a?NvasqbD) z&+FHUiH>Xjl12oWq}~p}3M9nN?Z`q^<;U-NWOg5rF8Qt9n$b;QpS%*DsPAG2%|7M^ zPCueI`)5=WTNtb@+9z`O8-QV*!LX@d*dfos1FVN~M)G9dufGMMoRDBP38TuT|Kc$> zP>{hOD==7^o40Uhk6#_EtoK3^IQlb3en=XGN$>p{%JGMI8+kdhr-s(5{xPccE;56Q zXveHObAq4)l$=j=f|sda^_fy?<%ByYCLfq8CMhxg#K%Wr#O``<4N?uO46&S@`OCKa zk(8d0WsN-IxP$wC<3^biyKPhs{yCMz)(8InIS4v3YB{-6X97AxEmL(=L&B+ib-e`E z$e(k(X}R~9U}=5wQO`Qc^wB7J_edVEmOIC?ooo*CBnC?;E8z}uK#dB`msU}4l!tVH z)yXFbOHWYaS`uEIe*|^kMWs2&4rE#QT-|1^O$=J}kgi<#)9!nNQ@w58BYoDkb^^w; z@L)PJ**BnX&iTpXt`bpBrX^$v!d9e$uri~}iz(40K*XPEI+{R$3_pGB%#V0)sQs$P zkz&?$kP1hEP~V`vaUeR4 zt@%*dLtfa|t67@xe2kspEW}W^dI@Opi;WfiXaYa;n*G{X+R@WUI-(7_^Sn1A1|Ct1p9eEt4g* zRn(j~>LWUCtI??IVrF#uW@8z7O)MviDjE>@A*>J@z$k@ge7iSyjLLK(MH!}E$2sHP zbL%TW2z*lCNy}l!`Y_odRwv8lY|p!qK-@b~D1sej0bIsjOh6w~O!HT-ExmjV<` zNCT5UF+T74le}u;=#JUUMag0bg5X3sg*+kwuY(}|#7D22mE@w4Upu{}4a9-e3N5=JM_d$q$xdi~#sn*&N??QdLQp*LWmSqO-H>qdEf$UDooZ6e8uYE41>TpmLzO4FlLsMnEV=|T|;4Ri&+3|R#0K1`<(n$jJ| zcsd!`yjXT{{k@T_@qLpFO2$;UA9zm{p}X=z1CH; zH#V=^J?ghy_=6y?EPTBBUCf}*@oO{t5{z(sBx7HpvEIC95^2TsA>xYdF*1=y`O$$8 zA3;tbRL#ouPt+}K&y7v8_3BPP9=`e7+bx`_?DHra^8xFAOsgdh;lB6K`=;`hH%?A+ z{SWT@!HiU-i4UhaejOH8H~V``%F^L1Xu-I&B`&=RR3!H22NX;N6wC({ z^kLNM-xn2K&CIko7?eDcHRVN!_EbYs8M094B6UGuwoGL^a>|)dgO~F2{2enSf_>z8 z_j@8%GQ~w)+?haiPv7Gnaxo0E-2X8E6xa(a^nr^ugQ*PSpfA();&Ul4xtKB&h)z+p zlSWcL?(-^HpanG?a_{v0$`!*IU|qma_Hdj5c#%-8S76I&h+{OwqNIujU4MciV?G*iE7j%mZPg*@#3p>6X^CIF#FIrq}{IB$33myz!ha;8iutOUaM)PQeP^s{ZN|{4N(?IF%9AxRKMOWA zTu<9LImxfbt(m_#{;*zrygbWrvu#4Eve`v`5b0)IqUj z^3hR5m|2c0qB0mkB$x9vs_=#+J-v!}u(J&dX1sEJl}mN#u$jcQiK8}$VFbHw%>?3- z4-{b3nHZU*24P68Na7=F^I4C2y4ghtBpJLo+eOu{zFDl{nz5h0H5$#tH&;Q2U{r_w||F4I`4AD|Z z&h|_v=KH$osreFwZV-2jV37~L&F@K3IvUm=jw6(@cCX_A#bfZU9{bXTYdym7oPKXu zKf4o1#q3tCJ?#iyuO2{q8-D5+xtH^mtZtTrf}BVpq^N7YV8MuUqpnri3n| zFl_~4Il3|1I#-K!{$wGY1GisP5z7pUbXid$_&n*I3H>N`rzv7JfYAsj?V18bXwl(O zj-;c_uf$c}?)y@qy>Xy#z)G~xC`MjNAWsBUDq@C2SqX@FQpaXx_^hFUMDHLu3+@K&r~9_>cIc_r7Dl0N0j8YDSc1qih2!8q*cGVJO7h- z+RZSl&{TPTB3@z8xd-RYHvYtx?)SIJp011l&AU)LQ2Fy?z6ksq3iy&zerzu=_S$Cq>1>vSzpEyahLK#{jdA z?^#|l;{~W?d?TDIaiC_y6H!yREoR=90OkMu@BQO96ELC<%b(p=9I^x>I}y^JRb1`k zm1huYvptji_c3;ayky~&<5QtIN%{@rprJAE|MfJY)2=*--pRyc25jCizoTwNA1X;< zK1JBin2>D&ElMR8l{rHpCvbbBAay5OArjwIKXguJqe~YO4BA+Ra5ffvJbQc(i3F1l z(U1r;+T$v#k18Q-_qR?IutBKlw1uAnPL%xnb_1Acr{?mi?PK3kohfrH*7;v zh9{$yIc`4~gY?cN>Yz^FJS+Xf@tj^DEn=t1S6dat10IClIly78$@L`BB%|nZzM39S z0Xqcl*uf=9m%h#$ks6j;3=)w$bnYZAO4(=lhn$3%_VfrG4F2Gagge3|GO4@@YrqH1 z0{-)J)EP2fnO?hvgm}t~n9{u;uXN{7y+Nh%n!Cw>cV86E?-Bhhjrj;%Xc_ulBqw!Al(X%H>KE%#q|%3T7)=gD-K!gyE?N6*>gSkLs? z3u-U{e_Vtth~h@)v@7MWHrWeets@LU#0QBd@G5z=^^%581ZQ3GS9RlN?jxCa)ZF>$ zVD2wKay7DuK!iFk-ddCW@2U3PNqS1Im^Bh;`6ca&nh*O?(!%Y1BrX!I9eeO`q_^~p z3Wd_OS3#qKqZq;SIW?<;*^*=+w8)E#30Q`ShYhrVO6sO(*dP{*63U5hyF;2suOqm1 z79=CA1@fwN$J@;NPFfmzzf68FNRcwj3+nL}a{c7R`?>AbJOox^QgI8pUcG!2_@Gk} P@uRYmN)lyaCLjL~M?kl7 literal 55439 zcmZU*2RznY_&ZfkvP$;I3T0D9A~QFUvS&p0cruf+Z)D4!( ze|>Jx^ZkDRuiyRB^VIG0Ip=)Nxz2UHulMynpI55)@17%~Awr>0=M>~+)ljHYcTgyN zX~GlmO{Mn?E&T7yGkKloC=~Zq*_vgq!cim-W3%C=>%qK~_q`IsWhHBP*jBkC~lJw8fXRWWFP3`e;HaZ#-78 z4wJWfICtF`FRhfC;lsokCE?8PwI`-J^uN1Z6nfI}fyb!mJwbCGOESen1|5dlmz7Tj z*|K7qJM}rEOz`c4G)#XfWT3T_@NUzgm>xa+`tHG0w@dEYq1wiQ-pRic zF832Ke6@d~kCwdHM{Tr;Z}$q&zVRnz+Lk!iRy4O!emkAY-%v-(unT!^6ly(yC=5fI zs+QeMf8wxL^+HU9Ayo;wL!cuyfdF^GA6i*-eNi4d|GL-tRh0$|2em(=?+0dO{jHXH zPTUoe5+V^>_*3_~uqX5j)vh)0mX8(~>tKu>D@I+b3b>yqU|RpXGKu;d8&_GFqHmJD z8oAuyhUPAVW|jUYf_pCi^~UcboUWOzVNrs9-@QDnG%eQ^u4h`o*%t00$>=M7J8Dt~ z*QfU(e_)uF5jz(j@%x!;kz71&|8;TXBD{3E`5ziHwG&??rMR)2N>L|YKcm3im3%}z z5sBH5yRb<5?0x0Dtfsyx9_|;rUl{J7SDIRaS4Gd_zW8?Y)JJD3v~uP2#iIs?wlgv_t;cMr{Ec;7#7J;gPzgjS zHtjH~qooL3B$B7@CI8PLqXUam390z|ElMWh|97<*srJ;oS%h@^PdUGn9(6chfZS+BriX$OW$ zN$^OAN9h(+{)1T>`leTVkH%&9C}NGOHU@NC#Hmy%RK$0t8j+9ePZHb&8iOHNB{@_) z3JOSx&6wqXHkGtJvvac=KlGI8Jj<-@233LvZXd!17}iCz!<{QcKt&n4!4sIXOqHB@p@n| zk92Ct4T3#zHqlLL&Ugd5eXxh^^QyuR)yRRVvHi$Jhm7tCQ;+nMzP~M#ArhVL6u;6^ z_4V-)XNJ0Q0q)ANZx(m1?Z2pUJ4KD_R0;Au!+9pIYcdC0B2hB6r~lzWzPk2O{_L6e z_JrH&v?Z&aq{vsSH;}7J&aZirCJQ)kFe2Z{-bo`s#j1_UFmWOO4E#G@Ne}L_v$;8t z^ofImz|v`CxZXufJtw^L5)u=M81LV||6h9?K>^53&@wd>S7g8G(dVQs@Tc(cb|*DY z$rInpmAKlETi?gL7tB*4jbi$%JUEWqM4?0&dZgJ}cysrXULEfbDp^@HD>J!Cw-~a( zsK+R=_$~b8hn#IWgY$DC`C1%b16ESMJ{%qS)ToXv6T?kO^3?sC+II?UrVcID=bg1{3U%mC$q->>G6c@4eedyQsMPmP?a9gKM5dvQlY&JX!q~ zyY#yG11l?b`XuUVuV25esHi95C5!C$))9qiDh?TGPDqVJ5R@bfhv0)-7GHtFj*vk$GlY#%tb1I-+8=IMG() zmPKkCbv}$@SL!V?@7bQ`e=_|T9#)gsGu7<35Uf`>9x}!4+!J%u4@BMXzpw_Zaoe#UCap;|tO8*NugT%j2lKC>kU^cfz)jcoZZld_!*MqLZxh}FY z%`J(s-6^j_dVGEN-)<7O*ZQpXdEN-6G7}gyic3iFVA+oxS1adnmVZrGc)EOdl-jXd zjFU2>I5d-Ar9*sw(92+F;9iEoJJm$y;+AZU)9>qFkeFXV?3L=-1#|$}XagBzkMtqk z?xBTHw$`*RKgrR?7)z9?@pbtvRZWKfF7136v}kAmdzSI``awVc*q&id9qwumFTpz6 zFXmVL``4-hb{mkHs%3coCf(|(jy@wLv~Czp5j4@Rj-ALJLTqKCkSEXGGGlf9-b90r zPKJEHMZcF=+Yaqvh67f3B6;#brKoGYcCtSMKc%dD1Y7py`yQ z!t0;;_0xFc$?N|7$vPqs({9qv?N3i<9`6>@7^nHSp*FADoV|Gig7{h@@hry|bN00y zVW)xuSmR+@u4_u)UaO-2ooLG3l<6jqo4;Cb+INY!oF-pjsC$R9+pcQgr0QsnKV+s9pyN(bwWHvfL@A3eyw$L*Zr95@lAC*7W5^|`7lpT-Y% zfVf?_cHsw8#s`_@0n&kBEo9tioHyAWnf!T4LYg<-@8vC6+wVI0Oq^Yc zuZZ&3GZ>FMIk29ZyCYSq6=q6K1Xia!!E&;DzgQ=U&bl+{F!Ea*VdD{6=ME z;v{~2LixR+4`zYIsty;Ja*!FPQJLWRTO9ek&5g8FitBg)r(`$J{vsEuqr4cVC7WUX zE<oOp)7j*Ax1N|e_e&RftOh3C`~KZC0!}QeD0sf1*`YnA4YFyW2ebQ z;#;jMmAb+)7|hEwbccz0RR!+}^3?1(rhix47z`xNj%ziK>1q#A9mceOe#7RIC4e@a zQJYWth4VG`Vg-C`4ZM||<)ws^@mxGf4|7)YV*`$Mmpt_SsjMqG-sR_WZLIb5gdc_H zH8nK}yI{EE64nu$RJ~`u6nwP(Yh&H!?KVJ(Zw>FE?Y0m=36#y(lNUY*H4ry^cw-lv zk$tCt=8gaJW{%FG)zzSM_OW*^fA(^v0|TmSTw(hX#eL&~WWe+SaF8=xRX9D@8 z4m&d+f$z+*&&towH|y2xeEaX(`)PE9QR#4fV`*H5{)w?T!}tO`JkH18xqBBp{S^IlA^5~k zrKLIj7E^`2Sl)l_VE_zr=J8Um)5z?oMEb3(;!OF;>)9Mh3alF(BVB zL#y_u)QYT}e`o8=G?93C^~YKm4~bop*2wLTh=@qU>)qeq-`p&1$Ho*OKE|6+G{361 zBg*ZpikJKH?$^_W+SRM_KUI7$--fWa&VRt=D;0iyhg)uD#;y|+%@ryN`?B0$r&VUm z;NUO)R>ddV?4bhAih!Vd*?pp1BC+ZA+@}7H_VyF5^o3njix)S~8!nwfR;g^hcvJMW zn?+MU>|Po5=Q6#|Gvhee7OI{kXoX!c_xr8MMa=rk?aYQSXBam9{fX?>PbTatUE4D{ zJ+YZ4P3qXB!)ZsyO{~`s5_?`dUsGW0o)SweNES-zGac;KRaA4kaXt|3j*GoHTOX0Ly-P9{Xzb9U!Q z;U}`CGfSL~qAXVuDPx&>TBVm+TLG6FQOsDmvQ-!k30c zWA?v4buDi-+|t zua=Y6TW+>)B+q}Q7;OOLMI`k`3NU3`QT&=Z#yE=g3;U|*&IjX$;w2je1UfB9Ov12C4Su>xi>{CH@gu4KDB>Jmql!bPU>x(fADrs*Wit$9qZTL z7OVY7DUJCuvusg5azmX!2P97Vx4xSR=$%gJ z*TW`ohDiUUZ~0ru@QC~itPCUgFU?>6o89I2^hujUZjVx+1IgJyd5+7vImTCKN?TX; zr3)P&motSVitY1oN#)?OhUpYa;>l||yQ7x|%O}9(=96ww)>gbAAr~wl-(d_(I3L_eAu zrgFEr|INvn#Hn*W?&9{2G8yJc5+nZ@@IScn>d06AvO4<0POz}Z*LN?wteM?Pmta)+ zA*-G^3-!*8)G}tX7;a;+w?7aaVvX#gc&0*;t%Y|ZJ&I`%FW38m=7i~9d&5yrxCCzj z?n&gXniehA*eiD$B_x!)FMe4F%cVW@TgQIMZQ1GSFtKvi(3cWb(R=31?VIOiH?YIh zNh?Fuvcb4}3DOE%$!@G>c(322y|cFS8M7qHb%`QOi*WA1-~L?XydY!|k0xFJQ4x-s z8}ihgS~NsZWZdcuf+DrnJa8yoUS=3Le?9VFDGX8ZoZQ@eu^-U#Ydp7qZhyaWx18aKn}U+E z->0Lii~kv*SZ_R7$<&{ZS$$O%C~ozIF*D_puA60R<<3flo4)9`&auX1nc zfntJV0>SI&rAtHprK_o#bgldNrCs>f*>*cF*6^{}8@22>X%KBM17>#3nU-+uw-Va8 z-6mLu?4EGMS}N)5)H6#m!#PDTf|Zrr4SALH=X?Smp~w3y1f%F->yi)L|Gh{ zp;I_$EZh%!Blo4gZuvy~0)GMCfbGH5U3#&jCz~Yizpru@{*tM=mx0##eU*iUr66fu zW!mvg$YovU3yE6r0CTpZRze=93fF5G){wkbK1#1pzu0=ZEU)#1>k~ze%hX&h=VYk; z$D>SVzgBt9Cn+?EjNA+w5-l$20hs?EI*#~|fAd1dTkWiY6i=yTUE`~d4^)q$D@sb_ zAbmo46FZ#WT=n$rYI(_+TcmpLp1GgNyNtZU{&`0cF6N8ey5!w6&Ywm!wS{QTx!jg# zAfK`FYFnuaxPUf?S+dY|=^{1t^wihCXq2Wj%{QkpyssNT;I+N5U>)_aWjBTEW6?ny zGeY7>4o_W+d>7FA`ZC2+&a(t})5yb!OPT0HE=r%X_nyWIaTG45{8T)PgWYH}I$UD! ztC*_z`4t?VhoNOj(?Zet-RhB(Kt0G%DLTemNBP4XE)kx z#Kt7|vdNAHG%Pv8&?`Uh@LW!%$d}a0{qD*~rL!)(>mN&NJ5|4o-0NyuVb36I%l6%Hu==AgT#Q&~rP@XsSOYfwm{*Gh!b(fGKN z=NuMayojV`&8M*;kJBk&%iZyD=s(#;1V>-i>BOBMeMIN)2B`06|f>AELy3+EG6n z0$dZGbUka`%#dS8kaKfzz9VZBNtv?`<1TF&1<~ENmdvZy8&BS>`L={K8r&Y>8zU=*iO-jrb$HHPFHEjLaq1)>d->`!H%!jlcvEEf)_u-x z=+pTq@2bj37(Nljln5my<;HEL>Vwb;+yjJa%!3u30t`;Xe*erzh6bG$wGFWust23- zGG&eI8mWDn2GDs@ZGK&Dxv;X z&aNJ99v3e0=t@^Vv9qs4HODSW|LK(xq1bx)RgA#hnRdh3p1E@O{ZS3Fp=WO_jNL4(AzQCJppKtraBH5x zFn1{`-H~|+rK7eWNlmLuPGRQ#s_AN&jXP1QWyps!`LTpAwI``N}3BWen1Tni)mc6idQ+Fr9 zXtrT$f4SbqE*h4g`_=PDM@J#lLd0!qk}DBVJhXFg(2x_+)z!T*?qfRvC_^Us*+9Q}O7T2IO5B}g3U%X3y6GHM9B(I{Z=I0+ey%$4yDe>Owe+)7wF)lx}C%sB~- z^p$kuR>kVeEV=*u)w4TS`iJg%(|~9sVHpxgjW@8rd8%~|EPkrM#zdi{ zea~R^usINR4t4>d7Gy(~ktVGBAGxGcb+lFEf1Czt-b&?f zQ#H@w14ovgB@nR%aql|bwJ5-5;O@HjDER3x z-AQB~QVjeMn{e6SB2%^<7Z3l%r4f5Ep>_*2wE!OT1Bt4E0x} zRg7P7x`uR`)k7%!u*MpQzVj!Tr7Qof1DkyH^hhDF2@n^3GSPKB`g(fA&bZ=H0U>s` z;qTP8r~M?F*pwVdIvoF6TGaYepTafs61`Y>dbljK9f zYHe-ZLdg)M?^Xn~iEmvltVqn#P2^eZSxhr}8jQ5OA`~$CBKry5JO}eF0V3jL;c@_6 z&ELJb)3BLxT!K_S!eWd8E|1tX@N%}z?Nr%yQhalhsF@LTCLci7Wm)&2;;aFJMcL@>Ub#=AnwR$DyGAxPqJr&0lO=LqY=9dBPP8<8`95k}DghM2JKZ=RJSY`X6h z*AtD18A;uOr`f&pa#W^1ulkw~d(t(IjJSoTO!@V|9b^J|Co!-7z?Jz!x7kCCaa=4U zpvTO3zwoq#FP%6W}tfTUh5f!y#}u1&fzE ztJml9Z+-o=c)9CdaL2vig_`|(h!^{7oJRvG_Zlm~J28oKt9^;oB4khJBW|#?j54IM zP*pn8Q+cPSZP${`?b0f8M80EHc6)c@`4}lv_5xZ_5l5GcRRqj^!g-}{rm2o3vF&p# zvn6Mb_d;C4?c1bc-VRV5scW!<6y>UmcHzSfiG0w)%X%2=(&?|7ijCe86k5QzG3YT{ajM zanM)T`T$6bkL;Rx5ofMi_BFTCG_oP;q`%jO|B=TfJs9K7}nHlNrNRy0tX(Gk)4SyxDd|O z#h%AtsFT~@`b%M7E->ro-cFSjI)MG@s@D}mwLZO=Lr2`=t3Ct-EghJqmhZhQ-oI}`SPKjUhp#4 zf5iaS&ndHIDYGI~bTLQ>kA1)KF>YZJehBfD^{o^J+8bj?nXof8jx*mKFS_txh zR)bC}Yzsbe_RsDSd0uY8(FTED5o82`_B-6;HtMsEK zoX;8RVA3az73*q7T}5{tCG_BYl-Fiv@6v7S&PFeB&n@#GSj zN0LHGk?!3)+R)odgm%~i7mecb=MS^u<+ax2i$Z}qO6F`+TT>JtDT2bS2K(xaYZdp^ zd~`mA%K%&FP|=$C70;)KPSd4%2&CELI1hxohHOc3aUT#hCK

MGP}1b=-H=W^cME z9UmV*wLyjWldF*8G2#dR^YNWTp%eyMg9ojO=?qJPzyT#g{A-#$azu5&Ye zjj}o~#J~f)t2wB_(H5`t);L?k5*N}n?%&tU)ht_43 zZb`|BVQxhFD1wj~XB}pg0ysokeec)%GoPQfIg)aA4)NK4Q7eTEz+@wL>0tk-*U*7& zX&3)I9nsw!=Hf@%oo~m1V+$%z^+=ebBf^ysSTlv08}Tl8hHK2LwpP3SxmN_y`Slu~ z6x8kWgR{E1=w0>FNlYQ~=$8(R@0>L_bfT>0Z1ca5#36dm1HEcy*;uuWzvP`=UAZaj zGnM2pA-t+gm1pc8uW^Qr8Br)u1ig~yDE@UIKIp=oG`YLG^TA+r%__U>yr~HAp!Tmm z8R?}{d}?!6I;SQ=`%?dP);^^MfjP}713U7RPgI6p6btgu=I7n1gd>`{T><@=heWQB zC*2x{iLSd~PLRIjvE>z&V!51V>#`-f81)btEPJRLU~*?bXVr|25HH`{PBh+9z3Yxp zee0KY`U4;#Nw)4LdkfgbdFvShBs}s0jIZgi<{>z!4Sn4r6bkGUxoh z`&pvq=|^!sP-cnbr1kH>M*bV$I_yetvX9LBmMZ5=&+!x{?JTTau;KF_l`)-H4T^mZ z_R$C2@8fqSRr-Uy%!TDihE$!d$(}#v^9-p9o@zmh516c_%J{_(J&@5i4&rvD5ly;Q z<(StrdaB}_#@4qIM^?E%bi>1b5JRK`gAEc1L1#k#HW&jMo}-Kxh0406s_kDSB7&Y% z$m`;m=tEmK2uih&?ayJSX2dfgAEEe(uan?Y7gS7UekI%}r3-;L2nX3>kL}bZ##Bp-VoC<8z&cOj7;erLa6zH2bdMoa^V9@&k=NkncFhlUnfNb7o2$jd)Q^ zY{{1p1>y=H^*7tY^`5ecb&(ya9*Mz<{LUdyhB#IlPKZ0>-`Ri{QZ@snGIgNmOxV{r%yvx8C&+X3_HWP%BxvcB)hx` z<%}z|6#2SZhy%?>j!Ta(b->8pkzP;?BsMinj&Iq+^L{3D_&W)R?}x|9Pw!`}WuoAb zWcyb_Pdh~~1iN06I<68yK@SP@FXmRuXg}?lL}_|4bk$25DxOW(j(0@scLCPKcC^s~MiE6|!`^LmljT}27IjX*(qa4{}SysAK z`b(K^e+tq0t%K*U%ZGe<`H2u>VPC}dAPJbq|4pU5Lx}71K(utoF(}(dNyCJYJHvPq z{5Lj#OvU7!Yuz<0cIy#q^aepy?6$0Sy7N*BrQnaLB!!j)J?TJPV&wN!mSg+oDU!jy zD5;lF^SFxW;D$ou^2xpq=MlpMOJDftub;&C?KrR2 zB9Vu_x0T%OA{C79h=*Y;UCFIwIr2V?HgJxmLg|;+Tg~E1qD=v*N&45!r+=pUMfVD3mj|Y64aCz`-Fwv+CF(J^f^{wffw=fyj`aF#x3KJJc;sh(UC>7Ed zIEo}J-&cN%6dzQ229I^Ls`RzJtV+6=5i6d2x^BzePJ^Va~q4jy|vWrxr*|MB}m5t6kI3M_5 zb0DL8mvQ)2&%bmcnv|b|c5dG^66#EYBgFl7gNrE^SAO5ZpXR@-<=c1;L^Gs7rzLsO zCA)oBvBU=T=DZ%d;ZT(lcp+%#Z}90|5@3uu?9bdNR9?P;p8&lc%xk>=W@%Y5)z9%) zN4{7rasDzjB9-xOhjzlfwmu})bDA%FiL;cRinAE1&)dEt!|aSB(Ae)UpHB0YKkK*o z*Kf`ChsU+PJgr4rq2P8wehZ2}Q1 zRy*y;{HHOGW0=F+W(l#p04%@Rl6e_E!NkXg9T7*Ci~oA8eb0jX-ck9)H5;&?^sCXj z%+GUucz(pH>+c%Bi4hHjx)YBTpYvvgs1%kDLp(Yx3p}@ z%FQEztxvX)f z`02!w&-ctzoe15aMlxu`MggSM~dke7SV@lq~XT0rv=PBKMm zkTZ!krtfSG&VS14%g}y;X#U<$5|r~QWEp#}?&|N6cr7om(5>92HLuJijQ^((u(_9F z$$y0igYc5ipQ%{7dW^9VP}G0?40Hns%u6Vb|7#89l)dX+Mam`+bgnzj^d~gHPYJE< z&+_ND`EQh#K3mz1Qkv3{47-tzt9eu(G+wpe+xyQ=%y{i}bz1JeccTg=uGCO1si?Rm zD$35135NW`nb|UU*BZQiYCp+F8SjR|_c&PaTFoNnMu1*Q2lg^?C-FH)tY@iC7|TLM z#r{qD;bhH`Sk;4Vn3OL4ZJ#$aJ1jFz9^b?wU!J^Es-a|7Q4r6sWB-?<)80wU;n)g4 z%PI!?s0syR?;|t&0`#J)KqGR}mS<=np0ShciI)S2(C!?U7iKoV3qU=3l>?_wV$Flp z_xVkmyWEVM>O-n_=RPn6+dw$`Lv_N#n~m#IBv)wBIa84qvI&4&>XYappwux$Ei(`1 zi>ElFTFc^9-2NXa5^oGJ+rC_koAb}KK%S=ib@`Zo-u^@odKO%4BvBeNiCy9=W}!sm z$F8taUz*c=OLYnV&TBWqS1?Pbw3w7WD_#R>&L z$-frVgiG$0E=Mx-AgKj}sW9D9So^)6Tq*7f#~Ej3LN%^r3837Q z5j!KD`OMCEedBiQ1IrIkLWSj&>}kkr)ux+0ERQ@g9Zoc1`MSmObz@qK8Ul=bA_2f> zu1gQT7a0z3wbX)Kb0GpmZhDD;PEaCh$}(lsV(66*vh&421V<|8G#zp#A0em<^*JUf z$y64EMURsm&~8Am9Rlt^5PS6CwC-7t`fT{S$09-`?_bTB1RJ$HO9?Dk&mPe#XEF~Y zbH?vXm~Rj2>R_fT^H4jziiQOwW zLIq`jNq4T$zpT8W%f z?s_1tVKfwa`|KY#S@aq8AvhZYHM1Jvv{z5h6oQ^{M;j!U2SUG*qBE+Av4OMf)FDhq zCvTgA!H4OmQ*&QHOSb!z8uWNSsOiU(IcY)m?*rv1Lkkl{Kh^L=fg#UyZq=4ZacA;1 zUJU{Z!L`2I{go=3VmJd8>->jilmP@YePYu?uB@<&TPxlty%l>pGOomL4S%$uQ zb?MX>7dFE%1G9&@{R0C7zNAZ)YoH|mHN7}mfh%P-OMlN`ye1gW{K-s?u(Y|}yROc4 z+bC;?ZEz*)*MrF6)x_qZ;FjzNr=KnXM`ouh_qV@F95a~7A#%={jKIkQ|GzPiFd6&m zBh;mUsSCP%AKY2EhY+f%F;eS<#$2RZR%GF;SFb+(bX6i;nWR68k>aXV;PUrcZDB!9 zC^SFJEMf7Lzx61nRLHXSIQe8lpuL-oz10hQz3ne*t0n&8ZKc4yPAj9Li=qW3W8zO#aRzS} z*$XR8>u5l!ueoXVchG)H@37Jf&!7y$lLg8$ zBLt-?dQW*;N)RZEpv#YuuCg5Rr$Cw3`u9ZmQCR^^puL_Fq0|RIsjEjf4g7SZ33~-v zU~4yP&oF$He+|vJ_I?wxPsf&=_b7-23^=NTJR*LW7AO1S%2=>^Zh!qLnOE^0ZMf4y zzE%uDr;iklD7{uFT_h+&X*c0eS13=v=)E*g`CeX{ql}dM1Zw(E^^l4s)_{|-N9^P- zU6_``ZXjlN=%_U@epWLcy91jVIeIgRu6-P?EaQ)iC(PoC;*E*`fpb^CHRL5;h_bk{ zd9ONtJz>RxV&=EL? zPxM`&4^*nPuM@!85Bh#n3PkOaL;ooh4YdB<&w~_eLd4@i{w2km4sOW1vXO^&PPt)x zdPAHLYt(b;#VPiB?UPnC!(G+;((#2_%#Fe~@l@Sq(HG?2zHzV51}4>O87)LVgZK|# zZ_#|Q5f;OX1=UtG8Dfo>+^sR{YErs6|6K8A5{6@Xk@~fS3QP1Z%8o9~|N1?jyyuTY zihZ9}V50w5c?@-K@EINvrms%#4fYS@AaVb#{W@*M%|W{-1Hn`}r8sXkD^{6I(jvetGwKW*_sB);jz3sg2z%^03w zC-($}-$<%cuYl&A-=dr3$Bz;N0;Cp+8HC$|BDF}oBj`CjiLlqAjF`WRMH*r*cMf~) z5Wq?qc|Srw`21FJ!w8|=qQ{}+@GPH*#(!MY!}|^3MSP((%%e2p+%`5``O@QWmRfe;6H@^@ zx^{sMn@_o`6+pK=|H!Zv{2ZaP{*ZJJJSC_^VE69&U`_Z6#vZWuzAYyqGz^E8gqH+P zddsHKnu|=b&k*Q8z1x}o;NV*4SgyfQEZmL~dxK-qK=#TNS9lBLF=iG8Ndx90{E!yQ zyz@s9F*V668R#xHd9i7FW#Ue{F#*_z(4y{E*wgDpTVe&OE9Wg$!E_8$?U^_#4oBRQmcV`=zFt+*`(p%$21KJesC#h8|_v!!Y^x z&8Yl?bJt0%eY8Pm>%nyM*=&vG*>12TlqB`>L6evBBgR7?c-A@DCxEqUia8<^bJ|6lnG+FV9W;taMbb=L{Bt$f)$-1&oz!M-3Ht zb!Q?)+;;k%rh=;?9K#^cf`1Xt6O3vyu4e5_yj1Try-ih?9Fe$fIOt+eWWy6W+=f+v#j9LQ0$}HhPu-`{H0l zwO}y&+BJJtZA71KkteSG1+WGf`r>!(qHtu0scrPuX}1+ywaY7GzQT|;9j%_7(m@4r zM#(FwB*T%AM9|4o8_8(ZwjmQhOh|45(zn0lCN7$U(;MKIz@RGhzug>_kpoF0`UBuR zRJ!Wyi;C5$B&B4}td*AxvwPjRougqGD_%v@&+e9)#?;Yna^>?RcvZeM06%Dc4C6| zj_-SiE5Il14PIGq5zUW**bZ1AQW_lw2WSqb>%1Gp+fO2M<#Qb!V;olnIngXg$>7Io z5`8cT_0)ZyqnQpwG~W}hl?K~~v#p4;u#RIDccNOTl$T?B&S|9LyiYOV-2$8MYWdYJ zODRxM+aBny`jAQHqRE6ZVt{Q;X!y{qK7}Iu!+aXEYn&QC;#ztVD z|4w~wtw$y6vC<)($Ujmvq=;|O(XZqNHmb*SuUV)^u9+ZtTP>uRvu&cu53Z5aw>LO1 z7ZXJ`IL_IGQOGVz$%XQ`$5%M)A%h}_ZspEbOiw+0SU89~g6duQ1NfTeY_;gVO()^( zGWNkCjw;9R&s~+uJg3Q+Wl_xGt&teeBP39`A(}1kN=U$@13RS#?g@;&`%eqtgZ9|5pWpQuybItSLdII^PKpQYF572mY@$g9NS=Jkpv6_iEe%@eo z{+DmK;ouF4?(fg^ArgoC_Cf4*w7a&QMc{Z;t_3L0iK9ZpHJIS+HFBzas8pL{*dpKN zQ{49koaIY_9##OkvA{@&r%q0z?xrbTt)v2T51iYz@-0KxUPNjPG{+q z{)@8E`LdQ9uz#LKDW-vA?)i)e3cQ<{3VWH_iSC!2PbVCe5sa4`B1P?|lbOe6v{;^l zae7|{35Q`t0DJorL#jqcA|V^yOVdCaG4gv`Jh$QczME89 zfaVR%7Hll|>_8a|3E*M69&qZb$}iJRe{H31e#@XtsIv0@2l9B!j&Hec&F~t7Mu+Q5 zr&({55!9sKQ0^_tOFRt=a3#{z$K4$AKS*M;j~N<-t(uMwH}#ts7LD8-x!b7%RWY`; zJY3lmPx55b8`uuvSJ4DUI$G&!=5R2P#Y%ui>{fV&`GAGsj6r_4+4{Xk+-n6ShX7$T zU++g`m^k^DLfOz^eewW^I-#cOM+!^=8|?{6qbQBD9`@8)Of4FAK>+}Lfd0MM!0Su8 zYtYL}Jm}pbpgdw+>QldGOEY6-RLVpC(@PKrY$Rjg8s!h{#G`2IbID-i9n)@G2A+)3 zO9bBaAQdQ8DIc{7Qb+4wl{3zqff=qsa(81LtxqFSHzG(=yUm23(|ato^AaB<|9Ht$ zcHX54fo~}*`8;q8WT$jmhwGal&Eu@GgVG)pB2OrC^w{6uYD~!#+Uem(PAI+( z1&u;BW-V5e;`e0-KILAC^RICT?Z6b5$h*G08QGu{dCn2?2uKxMIr~!s2vI3%WaiAD zPqpy|yH@GPk6+!`T2&m<*fiQ>NoG+l{h3-`%kf_`7P#YyVqtb%{#bXt8hdl=@h3S3 zH*mCJ81o8>R1uI6m*x#(nHSUR7Kwcasi2oJU|gi=kiYFo2r z9ACY9w%7GT(|+UKnrLCur%%Kn&y-|CXd{C%ip@)LzZ%e^B9)FapSK+UxdAVhkTR;G z)3^UZ@9IB29L}$-?xCMGt@;Ys07QY5`SI9D=mAiky_GAMNd6Be<8{6Q=9_g9h`|Gd za7}!YOTD?TSECRXEh941`Etg_ZuNQ*JFLF*&R?G`nMX%p>}+BRUP?x$m7KKKH{?;g zF=|OYt26vtX-hgh^~sp|&pPR9*&6J~S*zTZq(|zRkm2+HJzgMu(B@79Ho9;>eTCPD zp|jKZrxhXUl{35vWZ7t*<+pfp8p-R~5lD&N+(}nstH?cV4)yrg)J1c6M*xFcHgQ8}H2DITr)y%m$@}$yync%&m6D)M6-0B9 z0uz_uBQ`|u{^w&0p*q@uJD+TP%Sl5OK{3LwG^gLnZpEplj$&;`?HzQDZq82<@i<;`^Mqm8MC52tNQBis#{ zP{c*?PUcbCRr*dggP`rBA7-y7;-w!&eeVL)ttx=idj}C?fky}Eu-&M}x4h~?{RGiK z$AbtLHf{c`YwD;_?9^-6q?!PKpVw%O5H~E-aQ7bVHZ39EH(AdJ>XX8dO8~RB|BVBq zHrV{V&2btu#lOIpfb5sA{T+_t;QY(P#duPO3U!TngN>{39!s-;y5Yqeg`>;i&nqxT z8+O$Q{KHQLyaeb^JU-oXnnr1;01*8e&0wkQ*q{$P`+|wt$@uFI3Nj6p!5Er7sPTs(~9@#peBB0#6 zsXO?I=r?ONQObhtT$7_PM<+t>MTS}Ss+yingL!?_z$u3z?aw767?rWLFva9i&)Ks7 zu%&lNKHErh?730<6}J0Z!`!%inE!#YD8W*q}^zZjD5(y^(=0vE0~zf7~=wca?% zb=-6$8lUGfmvjPAnh|5SL|6DRP;?-%hRL?)QzB$!!NTzZ=gQBjFUb0%z*6^kYJQ0p zAiC@cC5|3Ap*7P)tszMFO=5khDe=a}O?zv_UA@A!?9(|Tt_SarHwiOSoWK2ZjP`3) zvj>sb(C@u)FcV0It|ghRWxO3}8IecEud^IF6*#IQvMP>|jl4|I{J2{NI>Y=_i+>PS zL&^A=cz3w5PJ!}i|ePB@ZblsdRy9b1>OEvq_ z#kT-XfKS7Pxbmik>OL&zY?LX1$b1CFaS$`>@g#p-E4b_fK2J1`X?^YMwF{4PMlQ0y*5blnZ0c8^AFL^Kd+6M zvr5}^&e`&rK+VH%_&#}%H6KU1Egs6qhYf*QwU2;gCS=5BHZEr8|6?kwG-ONPLJ!EY z7hX`5-*Ey3CsYtT`Rl%)PJ$Mn586WbwcxVQ&5122<-EA;-n9-nj~ zF{jz>jmS$Y4_NK@U7a~5Rlb={+(Ao~rrfPALn8+)QAYOwVhWGSl$_FscU#=sUo_mm zvW)Vccui}*aW5e-9WLShK-EbEPLwxW_ksyt?Jw55E8lp7j}I&RGzrBzmY0#SM?5*_ zZWK0X{!!>G>XhOcCa^=!w$?p1G&6e&R(X%GRyv)=Lh|8vg1+z)X&^{{_zrx`1Sf?BqPYU z_OC0)O7#`z81{eJ&2pF-0`c@C5C0-7dzLX?y+%jAU|7o&N`SFNG7$(V31u`USsH)~ z5V4lLF&@iO5J|#16r3)96x(-5D)_iV_@S5}b-GJAgz{+&bN9gC>~f8w8;CHSiWX}0 zA}6o)Tg8MMNC!qiW}v8HDPY%IWR+P z%!nptppYP?h5`^cgh^&u(O~5?Q=r)z$JzH5UrH^!!KmTt!%7N&11sEoFO;r7m|29! zzU*c}F+OTZ8bQ8z{L8dza?}n#QZZG*C%rlz9(_NSA8nuh!1XTl*0J_fIAD@^5VjrG zNB3t%rzqCkn?kN;sda75_Hx}Ce(r!%+`~%1i6(jfjJ_dip$x52rbK;?rRbW?m&)GTxcG;{0+wpTxlM!PuU|U;rdk5h{gRGL)^@VMC zRx*IY6XVHu4q3oFdOd;o>k78Olod2bHXlr#oZUe(NEZ`X!lgXQ4~l45 ztO1wLksxLVMpp?RLUKezRd~ULR*8LcK(1yg0(^?F)WZR+Y`-H_yS>mnv8?`z2@V3q zfIKpZFxNnpR_N!A>c<)@32+#7n5vd2Yr$Mjn&0Z)ML3qObnxcIqpPDpl$H>rzgqo= z8lliDO5k7*eU(5QeR_QyS!x&P{sg@_4y|Giqs^EN>x}+s9PPCV2A|5Wo*TOE#O0LD zv#-B=Myu-|0%DttI0CPG(b^g=r{QAk^1}7XK7gB`*O+gwiA5J8vT6V@JOa19&-di4s3;9aB@LH-d3bxJ(ApnY+-N z1HhGI)>mdo2QPXPGNKDDOT0$&g`~B`!MTVq#tUByPI{hj7t@Z7O$;$!z3Wmf?vzx; z#Rhg(R!FoIp_UDvEfT#Yj}Pi}&&!775)oqsUa??zQD~r~EoV%4lb~(DdbBaLR_Li0 zX;b`Hb1T%;k8&ge#z7@ze(?5XqJg}3&M^RQL2QP~x;)yV33+79=yx(_?0HOE$aSg2 zH@rN&!_K-L1qy=%z$Nex6gCs_NI`_~6Ol zfkhj}q?awc4zD};m$?KF3M#i?PK^ST7;)`(k=0WpiAovh(n9Tfn1wVxx=?cS0L!z_ zi7a4%miB&2npo!ju1y_~t#>akKM_RxlPtwyRunN#T;tY_| zpi6=#iU(0^r=w+-ebnwFjTh#inZZ!2>RGTUhgMe-%Uo^rA^h6qJ}$-%@g z^P8uBK)UjP0l7rK%lE(iQ^%h=tQQ?U{)Rc^Hn2Yyke6Od5qyHzsqYgpxP6PJd-?sP zC+9f!sop=EtJdbYbIMxpJ7ufYy&2R4wh2u?j&!*jt*89)*CWmmQ&r=AiPUb`p7}n0 zb`#%x*=qe7!6V`_@$0Imf4maZDUp=YF|8h`R9zAHtsq3Usymvht8$!wcC_VPuMdV3|qwaV)kXBTU?=>*!x8^>t8ZVAx?tKr(-_HtA z!659MrUtDlYZT3jOL?VDxmIA{FP0ec=6#y|TW&v(e{Y`#1M$I5OhYPfPIA)t^T9`? zSC;C;@fM5{eJM&O?C|A(F|7_iMTqGSm5b`oS%)6yc9Cy=rg|UaQwBwrk-~NG#^%A;Gexv2~AXIkf2%kiW?{p z&0M65US1V>hx;%%Ijn7MZ|7RFo3nnS<2*98G-g;jeE~{2w@{05)5Eue%W?IeC&v=b z4{Yp*zbZYB6$Uo$A(=q-{>MXZccGKbZ?rX%-OEE^RpkOE(dF0oEU4`)Mil}51XDEi zI>vkv$DMI8q*D?zQvTSvg{7OZ%?$QCK4E-fIL=g@n!9!Jm)-n;>5%3jIHu1V#>dAq;%Lt9h_MoGxMI%>Ds0YZ|I0^@oF5t!TWqya{67Fwoc8TO6S?a#yRRxFl{QW;=N(PXtkTyB7upShmwwLmzR6k|6 zI0g@uMvM{HXmnPE3ahH|XF|!c?cCM(>4sPA_>li&Ehp(EVbHMR?OBv#nNZDB4xi}IQp8XBI29;sfTc-cvprC@-6CngJU>d7Dw!)(1(Di?`HG z78CdYB>MJLUfS6G@k*6HLoce5S;w5KEhQJ--mT7=yn=M8BMM--bCu+M0~yBw)2xS3 z5=$?9_jQczQ~Hk$=NjI|z!8QES4;(EdYjgadt*?K`mJ;RrwJ|@8|f`%jTxX~WnE!n zOg^N0lxRcfH_ykHg@bTpCVQL&MqDKpvm%Kz2A65ZRoB0L%0A|MW8F|o^{B*Uc7~cj zFX0*K&bnClEMzyrIBxGwdey^?Z@HlxK3W}pN}LJD=)@5P6~|m%aC~sZUKg4O9QO9~ zR6k^=4BwM8skxg^GVR{qGa)7$;dfrN^LYPJ$v1wl1-=J!D!IIHMW~e8T{XpZo9z^w zM`{k=rnSSBnjTaCsa^A~o-Or9HpoHVuo}DkLjU>>nD?;IHMUOby9a1(i`KN3jQ+sjuSl_&aHUHy{`)?XSdGzU@HdzUm9#X%ugRbwffA zbTGDW072N{5mAXY;~`^?Ussm$bNhqC^qo_1pZd8MG{b5)W{M;lM)Qtd!QGRWIK0C$ zUfG~o2X{&SK0I!z!0&8J&WG;C-;d(P7J~8D$>9fO=P@u* zN*x~6=g^F~m4(;1s3elV2FB=;M$B+D>D3b4c?{h>o#gQe_#J{MP+4<$4#3zjl`7}-4&}-q~HtDK0+xtJ!MF-QTt6+J7uyy5QdbI&?;MD6)$N8q9pHT$8CVGBUdTfS9G*W*#%~ zod{yJvwfxM=t8Y{Wyv90-#nJ0l-jKrGpz!b$(GUShv-yO-dN*<1q|%mvZd-*(;-*2 zds#@EXTOfkR{@n4nlagjKJ0msys_Nbk+$kE78Mc{u(jkh3GsbZGZfvkHoiW8s2o_+ zt6ibd=u#f~{Ou9RU3#+9C^lLW35}o)6ME5trGW0d5Iw}~&}W`BLYX#j6lNYvX z$(4~~stFHLHBzEI@Xw*V2)nJ&OoF3WUd|@x)7vCNQQA2rQdnJB+wDJ@Cm!A$aZsxi zTXO4DZ@zRVc zO}|lw{;O5n_bfquQWRu{C}Oo{NizY;)rN~O2>I=L^FZQa@&ayhiOyVg$ohp(%OF|R z_jBz12^Pge3Bxy1x@0Zc?A+%TzS9c~tX%L1PYS#~ibfbgG~}Pcxn-!rFer5S<6GN) ze{tR4kqCo~a~(^q8FH;`bo=YML|qu%x$w@rHh>uxlq#DpxDkFGMZ?MW^{U8?4U24n za7K_((k@usL{EKTnNd#}uCsZGJgq?-f+5it?B3CUbGW1jp$3e#8CL8&-Ry)sPntLw zJd5#U*~c3MTq#f{kak+)*!>`+^<#`iN}H9c3$t8OIh65m zlp0~K=<-9lfzX;~rDriIWU{Z6On8TTKYoEfI8_KQkYvXKxMfm{e}RRUI(raseWlDyA79#()N@Qdy$^hkmzp=EN@e7IXg%X+3KkBd zuYkowMcyxPdX9aBl7yiBk7k(Y`|9CD)f9Kz!avM+1TLW;jFK-VNx~P z4;&9FA`}Dp3+4*a4qKSma#fyhYJB_ndy84DFEQ8_+J1EAaNdSF^9s5Gt~}z%Bm9G) z>wI%5bA@EV_!_p^jyyoPDq|7znA+!K*I1FKMxnCwpJ&lhPG@9e6$d#z@ce*%fe_N~6BHM5k5`)JxCEwfksr9w)T%R%CINls|#1#o- zb*RS0~PO^;8w}F)nxuIq3flUA`Q2mT{W?o!Jj*1ig1oLX8r5 zbuxDt7ljiyK5=tz|CUZ&)_ysxsiAYsm4D8&^OYe2r__@3L2eggD^@W1;;Peq_zG{q zKa*B$T{O1P^_If&wXw-1+I|giwFf`JxNE>E^J0kZjKbasx~-Y1#+h&5G-{cUJCs_} zJNcubD5{_W0*0mSJyBjG`(lrkUz=y95$_s1UOMD+3Sv_@T71c`K5?n9IV6(YMxo+l zP0)ehSYU+(q_196U}5cnjn`@Ppci-@^C#-C$Ssb0_%`(D5k4mx5+ED;92V6irqGuj zVGB*ZP@LCfZOGqdp1CSrv(0Q`{LI?*xPIT)4i;Uqe`0S_B+#L*p|bK*AUrWDIOA?n zQkcl%88}p_mOb5a&e+2*O8|9uYcR3$9u)w6K@tMCaUx8Ef!pelqG3zg=PpN{ZZqR& zUux7+oWN@AVz0;TFnH|Gx3~O%D|n{P>OXDxxViAX1M@&xnF@mOjOXD0L^^B zIlf7G+r1#0v2xabsG33x6NXbb@8_I6N{ISU&h8Sc8uYdD=GNWt7{h~yr3lkarc)(j z3s;l=wSuRo-DaM-)9mc9fulfD{(AbSbh?dg=GZ{P7OG-o^(Fl!rNaYPTfnE)O(#*6d2bc2rACWa{Wqi-rgcNp;|y%+Ul<3r(7ZM zjDw-G>9}9`eHdRt682;3Yo*0_W&027+(7~%%>>B&gfXFqN2Mk_<66AdTPqU_FFJgN zpUG;~Uw3L=UZR}3A@EH$dV!|lqx?MLJ*}nv;NTmJX_$zY+{l+IcBq5lkT$BFZ=r6f zYTVxa!91j6X_sH^R~mejzi9k+nQ@w$dGVR4bOFTiT;p0>56#iF0n3lehqenL^)a`A zko^B>AW@gu{(mP%``eF9(>v(YI}J^YEe-PMBHPA=#}V zxTo7!gM5l05SuqDI7=}N52FCinB!pJD1l4y;7co&lwjKA3%NqP+E0zxh*0Li%0@vi zhBVP%1V7#xr>H$2u2r?uFjuk4!Fsy+O*BDmK)(6c|6CA>zMz|pscv0yR%fNf^q+f3 zKJY=km}|2!-1-5YC}qwN)?csmJSD6R2nr}0vcOZC`Us`0m%V58MNIu-9BWjnm-Z!w zTw%-E9=CFB=G&7SYSzCg@KuMOBN3cZbiUFJ;0--PPC1FBlF z?)Jl;Hr`?`zOO_pj4{boCa}MBzwivl61yW-BLZwm3V?~gP1**R?X;TUV&k)~YzWmmNa5cf*LusPR#5x7ixX^U@n>}O z1-R&l%aOkzrg2|ACYv#U?CTI^_Njawb`)yZw!SLbq^H$Nb;O&`zb||rw2cN$BdbX1JYjBkM0?VH& zjj2X}$aj5{zT5qaX7JQ5BXS0)I<}@_{);xs)iVxlY&$Q$UEY?UJ!{ zE{^Zg9meVJSZLzICXp}~~4xF4}?r>gJDFZcBtiW<#CbFGnK7)&+^C(CKu>l{%;M_yV z+66e9(PK*jYiIqGQfh!h9%V(7c9#zQiP{h(O}2QX_5z#3exGNg__RhzxnUs)8~dV< z&;AF?3$wVls+m)DHq^)N1oKv^1q!1!Dqsk##54{RT2vl7RwTp7$lcoUSo;Lm}sa6=3Pb^c25ohrt!FRI+z3$d5??)958I=O8Ng-_Sa znSbH7tWj8g;xl#DKRNg$0BSRoGLe!-O=PF?XX6%*x5)mY+NzAmrvwG2#uZyISQJ4e zN;NY@Pc;NtZS+&LbmErNjd}eT!?5;e6~}BLI-aD-P2?f|eObeH zZ>B<8Lw5c`{iltlqvfLwkHfwXds~p?nL11Ou42RSk|uYWs`~cH3t;CNnf0@{I5^(? zW+1&mVf_TeEO85@ua%BGU&%4HTaBRAwp{&u^bU^34h3jLz&Pw-Kau~1 zzgT>X4UbwsX3pYfS84jjm|J_r5+u~}_X+N>{Hg$U?oB7LsolF&BQ3aPH+(rSBqu#n zee^z7sX$@+ibx9P2lC<(TefWQ68Q{<1g`~{@JIv7XpC3c(1r|1wQ=-50c{??p z&T^vHLggHIz<`q?JCj!pK-PpPxVIeWxwe>I8d84y!3FKxcXemr7)w>aCnB+VFF<~O z>=VSdYy03yaxe)Owg&Ik`6<0m@V{4k`vIasRwhsa5n@`G#PQcV8c#Kp*tlAUD9&?T zG^It*Zj_7|l4s>JKU$Sf__m%-JiG8+Qf)J;&;;@cwoBN#ltwrgj4hylpUDX`y=nUP z7D(lhFGf88YKv+9j7Xk1qH-h<_}yoT=WbeAb35Q2Ox#VW$RwnevsgA48OkQ&!9W7o zE9vMEY%+CRIlY06IkT)G>RIMLv(XOzw_?H6!bIi70bseIX-}uM$c<|`m99<)hx(-{ zQ~>v*BEoGh6G6$qmsmCyzT}GxG?0#Y8rR8*Ew~$6jZr)a8Xou*pm(ixUUy86v0`~pJ6V6oLeoQOOQYf$wp~Z zo5csg#m-q82~g(pK76hcldvl#qz8@usJctFL^WwbQK*(q^{$G;NtFlZXBepuW$jhM zufMYi{(1xZ>!lAkIDQ;hFi_Vu;^V zTtwE>>vVLQ6U>^}kE37l)_GP6Tm}9gxzt~`Ax(=&LeOp${SEAPcq@2L#~a^-toG;m zE-G`ocS0*0bog!Pxdke=+Uh8l!1c23aJb|3o5cA0F2OQYl?F9_6)aWyDflja=)1I5}$vwXR z`3@lIA@UZMz`$8#Y9OQ4g~07!esLgxlntPSPg3X);iP;hr`X#ky(I}s6hN?xwL0`| z&@YCNd>O@i2f6j)ko;Z0NfT7wQI_#_OudJ5_?wPUKgi%v@`1i>qNDlDu!&7;c6^<~#{96p8gcl&F|!kLdak7z06;~;0L4u~+Ott@+A-Qe-?*qI)(O%$nBJMwSq11Ck} zf$A~s9S$wYOV9{AtVBqJ&QFl!z^4`@$xSN8*CP6hi;8IZ!3@MP_R*L<-G?w1yl)Zo zD5f0(%sU7jh~%ap=n3u=ZMv_;7}or1KLfU))%0eh@$#PAvxhIT#37|eg*M-VLG*lq zJ9dtNs=Qlwt540syfIqmAp(K7e!*|HZ5pXJPKs_bhjC8r!Wm6dM<5li(_-exU<25E zh;gUTU|*2t9Q=p`G)IAXHFH&or(}y;vME>bL@`Z~s^Po(=!5%ou}AJMw8!_g7>CTn zNj-+Fkw<85Gw|FVLi2d>dOv{Z8s7S`>*ABHmAH2}{utm!fa4U4otk*{aWZ!rlA<&J4B9%SVQl$U|so~ zL$2u}^b3{Ez2iwON~_i_r}{Uk$^K^X!_}L1put2~MKIpnF=!-H<3+Hzm6H$IdOOam?3AGEzJTM1^heY!2`9GPDA)1`asVwKiI$_9;^xI?LoEXN@itI3S+Lwr4^YBac zg!DGr6gY>=qp+uGkH5|8mkLOSUGFSS39Jw4B33Bw-3v}4)gg_oHWPpqNdh~TKfjKN zvnXauqV?PGBDz`-zw`}Sh@h z40^8jw4KUKTk|G#-R_D}?RbJc2xoZo4LPmCeY-Kl|MECPy_9Ira~s=xNC4MWfdI%E z0ZOIz&K_>iZrB-0>eDOR_U^-ARX&!7#l~M}aOW^=tC5>Wp@gFNp@uqL5C6c7s zUzQy%x`<{xR+t(qMnXmTY5R-vUFjZFL=)>|f~2A3wr zL9jlH+bMGYg7Od9yR5_8+Pa3nU$}xti#6Bko`bmJ*9QBO3Po82sZdsFmh8rqgxF9t zRwt3l&DZ+r25mDV%;C1OrbZZr$#B9ai$0qgUZ=}O+KnE04X$wu{s4cWqGPk1mI&Xm zui)~T+0lNZ9$s@WHZtmpG=)erQNdH_7d75{qE3v&4yNHF+tx)V@FWcB=}zhy^-^_P zPK6#U8(-;-yWn;Mm@~5>6E&%M?D2Ogkiz~9ic>N|&K=8!WQ6P#d)Ah++(onlx6u?P zhEyRc6l{Q(!FEWw0RwAQ?qDCUP4t2vSiS76#l%A-o$)%2 zL#u?vqadJgsjnj2CFiIMKp@QmSIIcUap1PKkYo8_a7hHO!bF)f-VjTC?O?$qZ@#^5D zfxC66E84y@Udf;QYA2zA|J&%u$lMt)hlZFwt{tEypSkbUVJ{4Ryr}y!MVQ?5wT|$! z7mS^UV<^Y3rHTUJUWH!Xs|weE7INETK)#T0PenClBR4wYE0Bw_R&g8>m#$@LU{Zzd zkNV*d)arrYmep7$XX|TgeF=96q=CxeGMNBDG2&IsS*gzM;8V*20lP!%vV^X&V*s-ugZy9f43b4>Xufk!x$Iel=(zx}7sR>>yVGui;hgmRlbA zSYzrZgZtOlZM?5>AwZW^U1KzyU?W$lf*zD3maGM+7>>HSB zVYJJoEOFoSy5=y7kR^?&4@H`G0>Tc7id1_$L8FM&roV$%7iAktYCVzI=se?WBA z^}P}4l23wi-XHJ5_r#*4va<8ck=Uw#jQjis0)ik0b#I$_nhlzzLP9i4YEy?;GG+q` zB>F40f;=JZh_Xw-3{)xE0!;Kh=;ej)fk;wHbq?XmKBPk1Z|qs}(~5S0_#)pQg82Fk z3qnywUm$Azh{w67c8{5n7|AOXo2yd)N${TvS7z=HCNT>74hchq1@%xw>^ba5n6V#8 z9Z8@2NvX=vA53oK_fD^CQjx zY47TjUVt=w_@4<Hry z+W(qw&`o=a<13iOY@hgFw=`U0r0|FI!7c~tX}~jKlXySyP>?(5Qljar5Xg$ztf|N63vqhxx=xLJ=mRIR7+~ zbLv;sbjKn(?J5F2$YcUBR9&V460Yge^vE`YE9bzm3txA%oTRw89v~o$s{{X&f9EHM zv-ag(DrBDM<%Uxk0DNT2R3kxvuuF^PzAy2y+6&eOr+a_&#Wb=-;h8^hUfC@xOrDl?(32-#80U++ z>p%o;4^YAqw<|9yC?bbOCKkpACw11{p|Xa=gF|e3T_4C&Gk6DtH;DgH2JMMZPS;~~ z@DSzyZzq5b$@Dpn=$Zk!53unf!1=?AlcxWc{5^b=>rT1bNDQ9sSW4IPD35D-i~Xx< z!!D?5;YY77rZ9I_u$cXJ%A&m;MXDe5kL->JQ1JWZ2>bN zbhvSH;`yh__BfXnDHo4;OZ^Np+>DeD57QyN2Vf2j`+QM`q8kco9{b$?M0sV6^S`9gW6-4+hvXY~3eNP+7jhNQsaf-2IVY0XDk) zWZJ>6UO}9~m)G?&0KcIbI|0pTA@Y5R+~T~_9}O(VDO@X__cP{MC~#}G>zd-RJ_`#9 zzweOuS7y2vZLo!_ib4`~M(L^Q&tpu=MWPi14{u{c{=8B9EB7~fYYTzusjiWAz3Ubb zlYdGpv_8&vUWgdG`)LXF&M}-=M&Q{z;;SsVPEMr%&guRsXgV?JGJA%2kDw>U3pV>B z4QcslyHic>n_qksqLjv_J?_k(Nm>aTJR2g8K$B_S5a&>fbu1Lp4{U@^13m$jwWv;> z_K+NwarVu<2f9423uDH?jls)p_lkTG^4x5}dfSIIyuxC9|0{ieB8b{PM0J231we#f zhyOgq2Uy|%qAr?+1Z6^o&ni9f#;NahJc_4yw0Hdk6fKh~bv#}P6hM;SW;Fim+qZ;` zTnLna2rq>0b7{~ao%w)mX9 zfG+y}?Yo$j2Y%qFg5zF~^nOIJ$Pe@DQN7o)zj)49?)xbH#!Yel70=QCaL{w!q3`XL z7EF$Qtm^r`!2H4G-?(yp=`5pXlsD%R{rqkq(Yefg@SoDV)+Hk20tk(d%3; zGLU<{KzIs8cBiHAEiC``O*H%FLoeriZdoDc(wIFZ`3Ib&kYu>2mAO`oTO3F(s_bj! zf}_N00e+|qTqX&?5mZ1(mF&&Vk7g^L&j@O2^zHsJ&|~*5#~0b;g8Q|K)E|ioV83(# z!2zKoQA0^WDfQ*sMKs>)PUN={VQ!`445kZ4S$G3he&s5W=t5sk$je>vz39eKdEJREz6Tvw^?Q(Rk-xk z7^k=|^py4Q>eeL7*+uHLJ5Q*n7Pq2#f?s0Jjd8_%y6mADga0~4w$h@2oT-a(|EYLQ zy+>1OOEe0VBvKpjWvB3`QK?pusPWimwE~3==TBHpV%=rkh9`Mal)4p8TIts_^U9V< zzmfyG%E;9fm5wYhgkl=s)MMsvM6!D(lHJh;pviKOEzgylw!dp<%CA}J!TI-P@0Vn- zWBE@>ngvVi#J@5VbS}N?OFmV5HG58ds+BQwBh}=jlJnN<7~EncrdhTNt|dna2RVUc zxXLvz=HqBW!IVIEv_TMli&9Xhv6PhuMkH!f3Ia7kW6z_o2?yV!?I(me^>Y=wvo*|$ zMd6g8L%iphagDn8cdsV9$%#z;V)$FhdF{0-W2J>7-%aBbK&N_B`y(^V>-KZ(0ZXf{ z4WQ=cwj(fS;HQZNUP$PvCRQxfOC-a^C5?iIJuxY)+cQwod!Swfr1Y-(gS;1z8I7|^T8b# zn7o`+C)51)-mSk&bQ{yhY#(>-R+s6&J-B$xE84J`NX^$o|47M3<*>4l~ zBIv%rpr-m2tmmP~@8XqQ*XMU{7da(4tCr@Z8)6hl|2 z2IWYMs)|0_*tHBAOyov0Ku*nq4_q@g@b*I2N3M!>7w7E;smwfksx$aNZVsBTd#L3} z@huu_XR0^qI*vZeVPk@0t$Lo35pAp45@7{yAaBP^2)3*_-oON-`LGIlhWnBWc19uy zKM8*AaN3pPk1;>R`pdN1K2!%qO9~oAle9b{?UWy=A()D_B>Qr3bM+@>E#)2HvbqVS zUrI9JM$^+i|HWHX4^mTpNwO$)B8x2A^cMj&q#YSIW>@I)^$U<%gc#e3dP9t9PgfOh z9CGw{Ed8^yUGsP#fuMn8=}74JqC#H_bV;JeiLZ=17%bTsl9Qm0b;Gk;3ypo~!j`Z2 zluMyQlWsb|grZ|RdzC`ZMdSk*$^VG;m@A+$w^U(!F0F=aF*O)FDYbq1gTdSrpG41% zTLnLvRU>JURuS1$9Cw~MuAhB!Y`{5`S>VfK{X~)0ul(Y$mf~mn8wyu*piyCQQfHK! z(_QQxAy!+J9~c(=iRGqO%)v|x9fxQ(?f?2qvM*rnjptPw5&!!AOA+d;m0+MoPZs|k z9oOBu%dgd)e4)F8+taRrf;!VmX;`pz2ztq()$|N7BTfRU6;PqUH14g?mkO)lRg$*L z_+2eawgy3xRW<^1+s=QlOanYoXS8$7u$GmO;5DSRr87P$GX(?Ov90@;u8BN5+X>6#`rNojfQk^>$jP5rca0l= zkPY4ePAPi}iAXD9;*j#yyOGnWXmI`py#Zg!&Tf3J$1lrcnUgb0gV(ywTTV(lr#_ChkzI?UfMWvB>WyXS z`pDEU07l$0z;IFP%Fk zbTO+(HL5k1(=R==c$D8_gCghizZ5tgSP7V_OEwb1Zt0v&-y0ck(g%#*8kG#)`; zu5Bw7L_+aFrjH@3tCbjnFA24L5>{ElzA|OD%anTA^7!;I=1YQi3o2@A6tNWL586zNqHt}(s8kkC>d(`F@Z{i#3Y$qe zmtzYb@6L555I1u_QaYttYPi<9@&-VS!3s%fLtAJlZMVGzpFN8tlFF$ZJ$&xlOi(9Q zxc_H`(vLd3IciYFREw!s3MI_HK`h@k5D>w?WwQIl=e2-m7fL!dy-`v+tIql9!wn&? zNCeeTj<=<)pV&yzlXCn0!#&oxX36v%ypBTVuA_#WCU=)3exA$C_o1IEQUowZE38SE zF}UiTkyH%_3Wt`s2PbAV`?A-ZH z+KM39$=cbHE3d=)UBqZcfomSq1hbXV1+VwWc16$rBnN)-9Ceby5HQr&Q<>c0+a`Ag zPlZVb_FU!UQ5sH?j`@D#wEsO5FOzdoN~v|Qxh6+2Z!otCQWFfaOUk}XJuZ#+Hzt=) z2AisBTL&8hy8kde_wU}@q6fvI3>n$Fj0!PvsZ0IPr05v6y@%K{$*Zfyo(u;%m1ca* zc}kdJEfPdnGjkssYVM7DH0geCLkWv1G&3*jdd{XA!!?Kv@SPx2uqVod;s7=a<6Ot^$0WJXe{4g19f_T+Zo`#wFjWSeN*%GvP& z;Z-a6e1#}Je07(tq+(^J3`o#s^$Y$~Vde#f7TjtB2lb0dp1#f9L?LcM06HWg%Ew~Li zo#EwLUf2YQ;`}@m)d$v_=?5Zm>USGjxU7z!rf=MU7f_Q$?7fr0sSODJMDkR^@j;KS z?9x^-Md8**D<7r{+&3gg!Tlkx$amA>O zoo_R|++a-J369BdS{0r8%835%1UmYx=by|}w_W7FdY4y&7&(%%ou-+lN6E`W3x}-f zP;u~P2Gn=Cy_3=y(YSd{j@{$5o-*YzVqrf&8MS3T&q5_b;3hkY?&`>OXgKPUg;>_> zjzsj_%QQ6j*K1@`QD1drQncY*nKy(HIPP6zg1h&i{ijr)!AD2+oRgm%wWkA@=u8@| z9?aX;*uF0;=R*`+Qj0PV??jAlprxbx`8h9#We4iHRIcl=pFy-WRAsN9?MY&`Y`7lbF}V zhUY>dSuKJAQ~n5kZ)Z=mcdv&JcmigEoThhyP(L&LJ&Z(z&l(eMhNMti&SFnBUXamj zWxQv!Cwg{aq-IXw3_faD0!->}kt;qh_o$KcOkJ239vWrU9l6+u+3j z0JCZ=Jo|w&ETxX%x@J44Ds>L6lA+}l)2N=%oIv2M5l|ea_ejbx8miw=q}XMUn&um- zI2J4hQQX>FDEXo?%Xf;Fqh-ljBs)Gm5Ng&|%dZnuU6~bN;Hk0#YDyWTS}TqUz0Vfn zhk4%tN`~Yu;KvT+xjwitnlu)*R9~fv^`v$Bb=I++BVsj-@EYGv?+N1|AS&eW+6C06 zq@*3$fFQF#k79Wgac7y=1kagQ2GN{hn&WHO5P9#@a&^Dv%Tu&!t5&n0y&G+0EMO>_M&C(tt3h)-(`nmajk_}85mR=~ z$AzkiHo{2eZW~-h z;5H{;6imb4fE6>p!eN_-WTs3ODXD_e#LE@p(jjLV$n|m*#ps}={`^GD4IH$sKNWks z0=Stf?lB!_TTWe`#O+sM+h)qa8*A1r#71Sz3OM&!l%L(eDEuiG18nW$x zgGziv6d)1^m>E)Wj-$D7-k4!|!xcYj6fz3(luGM@-kDxMdWm8VPsM0Re22sFk$Xi#F{~$22BVszGV| z2Z}Za{mUX%@TES=UtsTH{2?4s-1=DUBg=CW<GCowi?CKCi2wgL}_K^6popWtY zRnk$%8v@2L97Dyv_5kxj)@MUd4E4TIYZpi6Tr?*vMbMtGntBXmkDEYQj*Cp(xX}Oz z{OlWYo}_Hw9!&_vn{T0_lF=dSQ?iF+6s!_JpZQ zdsNQ}hDTnW(6*q}bx&OCb%wyF$~BmOL;Gp35)e9@4zcPA$wZiT&J;2iqeCJ_{$rB1 z??Zv`_Cv3{bB2pa)YlitO_tGbu?TB6Zl>EaW?ninZgIlSvU=llO=rHtS%TR(Zcg&| z5nZR?0*MkIwBL7D!?f`U%pO8vt;hpYTAnMYdN?@ap1+Teh#tQ32%K?_!GC@e2qvUN zA1TxY2{^Dhmj3qjRr78%^7s0#WeDJTuk=6UsJEBv=8zET1P>m05X=3^g?S~|S%q35 zt-$`P+sw~at1kZHXk+AAD=wMLv-Cb8s7a?rX+wE#>8yT2@zaO(4AIy7Y~sf!_MTLr zTFHjWx`&P&h1~wG2Q-sDI5={r7a_B~u7J5=V@XOZGw^%|aYbM`Xb^hB$|)_8r4ZR>?$m@dB`~tfWzFR> z_zL$QqYIt~qkm<0+v)1gPt$L%7rD+P{-8UY?L`s+VZ7T#%WZtldgyAXJTX+~#*@|#|k&Ojr(O|&z32;a5Qo-G&AR-J#v9NhPR2K@|ca| zD(cz(x;>lX(vIdyVlQ)rHz@(vO5F-20iC*H`%6ZFct>_bxxH3ax@2SMUT%>tc+J2P z3-#UAL%-*ZR;u`y$_G;H)qw3i{d!~<>bFR54I*72dTzF(h+Bv6?;`I#2lB$kA1IPb zNzU$UdBZeU zWm&&`6pDM%G^n2`fV8Ulj3UlLSysf=NPCUN^WpWe)Y8d9Ctu{InvV1f2Z6XNa13zy zOfZk9P21Y#_6$_Nz%V<%V`iGY)3A(GuE_Y%-xOt?9+?4Sv+*8VV(;2s(esls=hl~I z<(i`dn%8Ws&7XPrIB!f;H62T|;>n$lRQ4iMUVYQF>Hqvo$;_97!O1J1ot;T@8{GIK zRc=mz+=M-_d>h^#9`$J&NImF|q8!fDL%2-t0%SHR(f%tl@Q3Ght)ak~Bg0SK{}puZ zw&vFM&xnl?SGIQEDQrCzBi&cfm?U?#p+OSr7rkr%dy}f0OyLoq4=sRp)}Tm|7c732 zPJCN6juyIHPJ_rD3UOI{ZPnCHCR^k#>YS6Rkia|gzQmFhVZ%&+4$}Q@y5Yzgxxdll zEne;ij1B1eLcx11C44Vjzr@odJgCNlZhJ86Dlz>WR;{SNdwOtwH;BPyMHaM zXVeGoxo%?zl`@ews}SM+XY9(EtLW0Zbl=fYpu+UdQ;dh*s|nlxILKz(imMuyV<}H+ z|C)k>B4%2kzh2?#yZ>ACtU&^LYadn|IO3yebQAb;8V>nc1?C$HliR(A*NMMgT1fR# zSiL*-IXB8*oaB-u1H0zPRdE>8uxRT}kd(XC-~cFR0QT7G&+Ow+{zZZM2IKd5=(QHPc#Ut?nY`EdC7M62V1Bj1EI!(tCby{ zYD$l*E4o}}{hvlA6Z~WG-^30J2P|bCbrAChhab zMU_i;<|27|3^3;eG+oXGteW|ui5hD3*mV3VYNc+Hn>5h+QxFf`iF zPPUgm!&;=#?V|s-N+tFJ%(5*CA}h@3g7W0CU(muwyy=!V4XbK9K+tWx+=8`!uat$Z21=>1rm2k0w#(nrJMPBu)hp)F#zW$#NOxf7?Hv+&-3nS^P$X#=m|iK zFMiUcn!pIe*bf9*%Zu)T)@bNh=x0;2d62StRYL&?&2PlQz1ZtzVE>{PK1XoeSu%=e z)L9!L6|Ds`j&G>hJ9i5BvKP+90H)W09{3*bLr7qt(fSl($BjTC7})F0Z_ro_*>LLm zHg-S~bbc9h%JVor(F2MEg||R_-ow1kq*L5D!UUP;yzcF%qGyua;5a)AaDE?G=nc4sO@~!MUv*0X2lBI>8MI$uuNZ^y zigl(LzNB6-XL((=rL_;;DK_r?k(aUY4~f=!5VtWpdrd#YvW}9@ZiWxWZqv`RQi35p zJ3#n-=^eqUFtKg|X=ZgL>!eAR=s4&Y08l7|tI^{+bqwmbx7stldv<uP`n1G5)r#CiyO` z%#rH-xndo;5t)k)?dprVL^$YZpJuqV#L*KA;gLcYJbn2jrM);O+433+aIpWW1$Y^B z@1OQyfRmxuRV9&J>sfX4P*)As{*0A0?D18bSqiHYlEFJrJU&hSn~NkQK#)$4OO$*Y zalZe#Gq6AU9EygvgRl-quH$Mn`OpPpsufpu_n*Gm=_w7<9oUN;iMTgOh#5`xzW1wK z3{-vY(W7(N)@}p*9^IbknGV+5ixutWcL#EG9fy$+4&|44yi}9<{coTviaZBB)s;dD zg)xc-#A}K_8Sm(bkQ1ZGK3FO7)fshn2=Ky{cVuR^bv z$&mQYUoP6qw&`2TsJk%t3{WvKcAD=0Qm*W@ZS;G{M4H85O{zb*+#QA7@CwdIT`vsv z_?k!!7MCskw|8>#9Y^3I`!4ViQt~DU*8Ox9!zx*Yl1U#AEhU@~nFWj($kS-8U_B^&)F^nW03WMeaGhh90 zSAa|es0|rS%{gzIPCkr{nn-I*h>F*O=HiTdtVe#juQ|gb_vYR-8ULKXAlgpx2e#9Rx5~D6QnBHT+MG7rwTfEruH7 z(u{#p#T?Kkz3MYs4>T;uJ9%I9tD_49rXL*841NWGZN=gDba^dJPD|ZZ{D_fTsXD#f z1-FSg2WhGcNUSOR(VN7Nt5JifDJ=cY_oaEiBXHUt*~Dq$8yCt|s2;SG<8lQpvYUhW zO@a)IM;BjmTno+M^}#3E?eFE$S|N%J!5*S5m}&cpte|*j;j)GRByq#s+tLAa2EXlU zgOPAel8{nbvR`*z;|sWHs9vyXxO;Emf3g8_GY`G+;@24d9((Z}1UU8Iaia4;a8|0SVF43Y%(wQ zv!O${we1W{M0>k*{somEmo)t4l^VT4HmcNP9k10#{vpeHQU4$@Tf;wMp#qstZzGen zWOX+>v@zHo7yacftpvD1yp4MG)VP0oy|ymRHl%W&qOTmZX$))MuqX!Z+AML2N0m?` zC;|hm&TRfgpk~zbwA5g`64(UC9JQ7|1?jSaO4D!a7~ONC)zR=Bg5=$2>TCoTDQ-|d z^f4EFmh{6%o>x!H=E3DIomArE2+xQXMDmC7CUTe)X1}r}yORltCyd?8Upa;B*mYUZ zSy87ZelGswBKs2%DNf)VEMEj&TLB^Y{1hWE``iAhf{(g;^=2=Adq{+s$PhR{ajVV2 z0_49}mJYwuv6Gqv4sq7Sn!S-zi{H`*U8Yo%z3PP+ZTn%<{ZX{4E}~}+h4qv`!;Cd z!_EZxYxceReN0kSP|WY{R?79{uLhfJM{eC!?l$gs+`Guuv+S=cr=Gk3r9t5sY%7cr zi!Ke)%hn4Gk5M;YHo9}I>UkYM>#gvn@b1VK;;&AsK94=B1VsjUidQGh%FXIfphmlM zy%#O%hcMN?NK~SBTkgO5hSYRe!q8Z8M2K%Hx1oI8{GS2ijp-Tqx%T0LT2g!Q6Ntq!97YL7Gl=VVydUvkI2#Z>=t#Q$A zdiFlVuKYo&vP?YrX@U8Cs`ML>4pe#Oaw306889(E>J6*UzywIgbH$E`gzZBFp+w+PVHJ$|eUpqLJt?Ivrr9xNAiFo+lntmul97s6gP zzD@)UJ=cL%nf6IUHTVq6Mpf(96q4J{G9yzjHJJJ@22z7MfYKcDL6H-y)BdoR{e zM3vqSYi!vZKGQF}stIu}EsgG{?eh6>*1{13b{likhPf_rT|g@PC&?6n`O~5@z4@fj-Dv!M_pTY8e=2kKY#JRu7P=8 z*em-SZ-YGZS>7W*BcJOUKd%#Q5pUESliyJlmmqbN{?>YZeiT;>Yvku(kB;Ee!9w3Y zN(6l^ar&`~(xujCWLJtcW>Zh|vL3|eRzXWC^vJpRZFaGbpDZ^@Gs!=2jd{OG{#5e# zDZ5f{rsTS(w3peFoUQAe(=pq(2M@qMbIBh*WU`uPGz3R7&T@>MnOoO2>U8LJ{d@*x z_!N@F3EZZ|w;*o{f3_7AO9+>tKH>SbPJZQTwzu9Pi*0|2H9KFI>#kWELoPtifeMP1=`Aayz3&{f@o4-6>O7M|?*pp z#ZBnw%{-}vA&AveQ;dM<2R$vbLgU;5H;`r{GtVUuwDV0@rh*IkX&e) zrW|WaqCXka6hRg4a=V@gI4(brR_1kG6nqF9Z(JNGmt?nf0%{ZH<>#jl~F~gbz`JI zIN(WrNfZ9iplJNx0q1L4GOh+e zL)e0(z}E7C^Yde_g*^ZBUh&m6 zWrcS8c)XQ4l>Uc;Eu5ducA99i1wz>=v6W$~Baf~}Gsuk)_?n%htIggru2+*Fz@WjU z{_eDqpj&8*_j1jPPE?4*JzB0>Yn|OzE$Vnkmch}SLHX(0kW5O{NbZm1?tK*JL5DtF zL@l{dF|Q#lsR+jEMNSB+rRg%fY`LC5&~I@xmq90nz?z0NS{QJ)zQN; z!v<%hp^7vsveI7vDnmYkUO~YnhafmPCB^@=KT&i&*}Ek*=i1eJZD;Nrv{^N*p9<~@ z1(#(oH&-*g(uXA1EQD8CA-nEM?xqFG+NOz@_^kSOa~W)!2*Z#)Ey7$aXM0)4L27zQ z{`(16j}ME>18sFP=qk2U>>k_uY#%Gk%rbtnmbPGUsr3>IA(jX^)_0Y_Qsqe1{C#iU zC@;KX<1tIc7B|AWOTUPTdfH$&Z8dzGlr4#}B^f zX#?CN^YcJrs=}YZ{-NpR(%bN$ZYfZ#@w3*0R(n-+Eegi3l0U2prc_ve4jn2oY;>_a zNmai7O^2u=jYeR<5nSZut9$&3&>P>azG6=D?gXb1%cb6;jYxsRxas_(%FYR4)}377Zv$)*76}<7w}3G4N9iB4f+*i zlWq1AICz=WR1)W!bKNr}GpXODGK$VxiY?dRyRAQXGb?|6_ax`ABPb$;r;lswnpWDJ zZWRRB>hiS0CtZch-fi0D8J-*WHbG)EgGYYNw4Zg935Lem()mgHNQB_g?PcmMaTMdj zg_0V>W(bLyjOUw)H96NRT#A}m)ii_W&aXRPx29v>&PaWlu*i!LfLNc%I@S@nZf{Rd z{FE}9j<4l(ww^i8G4)2mT@Z<^D!>4i(8nxx1iMH5{6^vavr@aJ8t$IR2_`NFt3N*d5?E|@ljh!g$ z_!3@LyjmG_?^=;PbXF*8&R6fX=9YV!9~o0<>^Ue=T^Km|iR_^)_@epn)7h+j#*iro zQ}rXq<7*T8=n)C^;wH%45h3?)g8BN1HdR;?qJaE4O{_6Z(`l3Oc~uL4^=LT}_RGi5 z(rSb26%8GC&YmHFz`uo@a$(a+*&S%F9^M#+j$3dP7hOk3^WAI__gs_SFAlJ*uR}z5PtD6$ z0<(&{uw7s?{l3~{)CTuO>r2lw=)Nc$boZj1^C13?LzMY%5OX^!RZy`J*UNXS1k|(n z-A>Z>wi$!Jhs#lnd)Z4zYx=e&P#e{+-H0x^2kZub++={<$ug9(D`awSHZA#OmP!C*+kxWE7vM18#ji0{0thclDoerIP8}qGl>2D91ghB7xdh2 zI7Z6k*v~b2c^TUKKM%n;Gs-((ZA$oLQ1DENJC2Ctk1!20A*%-n&Z%tBB$NtZ5IrqxRzk zZPqH$!YOeNyDc}xS@Xj7vCo3DzeZy2OE-yK&EQRG+*HVA-)17#XW!nL^dPd*%jx6D ze!JF6)M+YLj(=^L8z-OPF*1>I?^zPfa=>BVq|SPOFpB~PZKMpKNipT0zl!i z?`W`5J$#-eyWIXU8$gsay*Dx3-j37d<+>oK2Ej8|GO=?1PmcMBX_bW2v4fbB`4=oD z@{@xrfs!~wy4`1bp0B@uAo=xBO>a<9$G^pgEu~>9p zb6>_D*%7RM;;M7>x!*ppUV+>+_djN2m??gBLiPKw;#6c1H(d?=aeuj`5P3#`x=!p* zb!NBDtW00ijX7-;eS03fbU<)?m-Q2&+4bB`a z-TcUbTHD+Kb+;0;xrm(I$SmF}mB^_g*iLPX36Amx`{ddkkFLu|Hu)y?wylWnYPdw@yAp z>$sq2b&A*jEpIBrrwyf|cR5<|qGXA>9F%qhS=r%ddUnB;*8V^Z$#WGmu?%|Z=?_2J zN+>Fs)FTtCAc(z&gjKI-QRVm7g!T9ob$frXJMN(Y+nSRdZ0l^^8@Zojp_J*Fn)QxQ z_$6$;=hLJKH&(z8&vQD>V5M9g_XK_p1=UFMUs{$aOUJ(L;I2q950|VzPX4=VJNA^Y zE^d5ff_lmV$aMm*H}^fduZERo=`-!Q5Us`sKE#mZ#Gbgl6?qT4*@e=xshydkX}4G0 zVB*UU6FrC<(wdsW>R#fIO%gwwtIxEx&?wS39vakl#q+=ETINLEmwy~ZTEFvob*18v%{H{x z4~xfj)dW3y?TKJZm(69(oQc2yj}pZ&}B#v=8OtG zJ4vPYtAgzA2KYL$r_Sn#cpSbWx16y*NQ2OITw22vg&bVgnLPZi$RErS#3Xo=z8;)$ zS$A6ePPi#@0ag60KsGVZZ&xA?O_OiQ;T480d05Vb3T(T`%uWkcXIDbGA3pENr6o7l zho$=_y8f0Qs3GF3U=59Pi+h`-jNEwkpES9+ZoX2QWj$+pu9JA+QN@NF7*7&pbpGvo(z0&&fz&9mDd{pPv1b=D)NuL^xyD7h z({ns#-I@urU{z_I8JO-^Vch)Ka`k8J*dy?)<>3>>G3t4*>ye^KE=wWBkR)%9ovW4p zv7#%KlYIKt{{9gy5Ax_*x&8|>3AM*IcUiztU6?}8%g1)Yc$mLSGO(%0Z{PG?*&Ons z07_cm>ic8*2_~wL47t^q-|mS;Ug=Q5p*-BY(o@L2V0S2Je1E~)cKcPY?a@kOPBqNu zA=3?vEou3_8?3tdv{)}wlw8fvCQ*n){}cV8=QXIx@|2>VQmv0_QY4a-&$o^BQE!u$ z1(=^x!wtw{+6nUOWA$ftqC<&MIxHosT1oFZ+~EbH-iNEVFqndmGNjP($@o@Vx8(?^Si(?;P#h zoi_w}WVx)01``F_L;L|AvU-iNt@$+^FwRauQfiqVLu^;pwvHYcq(z~Oh(6S%4?Hj< z$M4Y1r(VmIj5?_*pHGP;i7I&T=8wD!Th3`D(j?ld47}Vi{Gko+)Q2VA-@#~CBA-C zF`JaOfv(?j??uDi3Fm>=LYB5$hbNUJuP%k-hIlJ=TQjF4e&>(Ly**@!OUr)9VQF2Z zcUI7+$lI%!9pSpWIMI_FcbA>kn5}YM-?8Z!!06Me>2dPRpI-O-znt5BN3aLUt&^z3|5=OVX<888~p4xovzGLOE@#(&mH6e; zhqiKkG^sjM{&YN@wudvbHAXGWpU(CN2<#~g`h}GnX(uHWDQ6<`k{0e6r658mdxswo z;^XRj`wAzq4A!&yMy$?P@1V>u6&8km>3k2nU!7f^5qV;wk+4} zAA|8TwI3C99!zS-w-ncjCAjM5WK$) zefBJtd3X`ZZ;zNwaAO_HuqVKcXfRf$)(9EMa;5BB??@`KaLP12NIP#D@~`Tp=6yMB zpQ7}HVt8+UwgxK6lKZkTMzhEFL;1?)fSpK|$hO@^a`sA4BywCYCL;6f#n0-K(qf2O zf6Yyd2vRk@<$|TyV&K4(Pvu<5X2W4#e_Aax$6i>Z=+Wlbry$o(^Wk>I4e&31mpT{g z?$6_?CIoGBRqJE@x0m7?jioKU?D@5gX7@)3bo}`R-({13QRbrdNA<^qlHwkdC=Ska z?O7>u49hbl_*1*h3RS63#0#^zdefu_kTWk=1@}xp4Wx>FYNwrnC+!f}8id?>vnnx- zuX1nLnts^;l>T7!KF-4Qr;bw2J8>vKbgfBZ!jq0z}t6Fjct-lvbZ^&$#1JwLq0ry64z2`~0InjNNLRv7Z}CH@|w#qE=i7S87Zk5u2I{bA#T;i-3kYFDmbNLDH`f$)bCE894r9Um}faoa@?lF-1Y>1UPh4X5ZCPC>LL=<<_{g#1waEiLAYrjZ|Zbv!-chsK)y z*2Ck{BsJWr!fGVX$g)kWzI0?f5tSC@SSz%z1|B{mu*T~y&RwXC{lklL1^j;a`fkHMKHND&qMq2ihO@c`jxCa}S zRrtTXYc4)ADG6~{$#aeH=d)32Md!XuPBf4!xkph`dbqQ=>6q2Q>dNGi>Qz<&|4?o| z>$}xio)r7s%wrDX|G8hKTS^jt_kqzf6{o{k0c3VX;w({M#Vd_$NOrIt_v*uedbQ;5 ztjeV4RVS~oQtC2@m75ISu>lMj`{Rb>`UTu~R;5cCFi)dJY|o^E~>6x#<$ouNxg76QK^Z=_ePt{bnCKegAC zo@%(j+#t7$!)TUUFe%E~Ah(Hc;ID~X&=bLVevrPw3`>ryEB+MxSalsQ zz<0Fm8f%P5*3cr~{q6MXxsZUJ{Zv(b?L3v2@L6?`-QH$VmaT>%RUugDqfT~?c;@Vy znbaxG(x>{8loIXd3ihv^YtK_kHXfNY1-bLR3XKTgyFwB-!1@NPS5Hm0l!~a4D+Kk2 zm%&z%qE`ggPlIY8yN;1X)jFdQc?_YVnQzRLtnQ~K&a{_1!d5=kDD&Gp<Uik*`PCl7YN%el zZAf$;Z$alwCmVf_te{fuQ@N)(i=#_!zYBQn8}h(lP8Md4ozu$$oVY9P-Fe7%$_7oglE;6M_NO1z*H`MQM{-(QCJO!S|{H((=v6#_wlaJLW93 zSXjgUV@h)Ivzwb7=S((P!AnCjeVuQs20oa*1!blfPeXyh>$C7>%}BbUjEEqld9V-i zjHzVn%|fd%GX66=EI9^K1(KxhJ@pxwPj!3EheN^#I~l=1MZ6K$Qph{u=DNYdCx{s9 z>kM=;qtEZRi&ZiunJlyvs;NK!PK84N_eB;oC^vZmrH~pwrIs&T+3-Ler!5Yr69*HY zbd~LO5n4lHOhur*g;2eZtv^n$rPd2=!l1&M!9XiP&Jf0*n+=5oYWAlb*4Dcyb${V)v4rDK;Tu2sOb*MApk^A{rebd!>*o}HD4wVp zd@6*HXiR?tbSfOU(ES4oqK6i(gS*aMV*&Mg&&GMJ(f9jO2p^5Oe1u9q?K#F=;jn+SF6!#goOHHW zcD{FhzQ?!V$&u3j(%+Wj`b^ep+|=sjlNx)Xs^GVJ!U!#Rlu-sleL0zW4zE&xTbg9u6&9cUNaj06R15N)lWJG z-m-j*V0etz=1{1D&jLX^_g3;V3S5hP_`KN~AGws=(1^9eS z)>+`-hmkEc#7|`WeWST%a9EYq0ng%Afqo*n9YG)=Z^DTD)+6tXu$8rupHV`D{4hA>gT3;!yuP{8SZZ>R9&Jj1v_sI`1ZJ#?;w#pV6Ey1|`jR<;J|(W-nd zg5Wd|rn2!`td%b_g}L2-jGky^A#qUJCeII}W;m0U_S5lTYV=PrB65^+V$S3!f=K?p z6+oWxWPKKglY zE(^NC(9eG}oK^1;h6!l0sp?RMLZLnj{Jd!VKk(%JJKH%Y4`1K8Bj$g8TK&nio1Mdf z__lbV(rClE|0_sx%n~V=5p;L-ta!U z<(1W_KgK5bswTfiM$|5X`$yW|3>$C^l6?g5um60J48H`*>9CO&OYw`PVvlwj7#g6i z{~g*`jD$jpgyQFFl&%5(117HE+o+qaAvb3g6aL{IkU#wYhBbkUI=Ve~Oesb_{-RC) zQA>-}#+}Jl{k9`O{2=l@Gxuj^?vOsZiWldRG4Ya8AH=0TIR0O+Po@8Xu>4nV{6A$cz_b~D z*}O2VgjBISq{ZUppQH%-UA^?jcYz?_`_3@WTE3LHAsub+EAflkPZ*UCB5o?&B;OY3T6c+OL&bXlQi)d76V1 z3BmlK(6OX>vSviULrGe8VocU{PIsFKzK^OVniyuui7!dnsB10)AJIN&WU*O#`WYU> z_L$k_)TR5(mxqNTAzI|PNsvf%C_J^}317`Pg<@Q5&7-C_hMmm0Jh$6;RlmC+iEpY{ zaAOx@i$(CM=a_XaYqdn(qW{Q`iI>t9O0^}#LczCZgg^bpxc``}pIM}D*);0GEzDHE zSP+iCA8dIyHDvd!yDmtwj8#>|9P1N9#`iz;@YBmr81g(6m?yVsyOQ(N%X;4yIO9vP z!W8ag(5mU^!+I}NiGHE zxFqdZSiqUS`8+KA=N&0rnGbk3us*FRb%y;c@}s*ed&e33+lxp(>q6W)Z1cgnK01ZH za5>vnjLsNAE)h+q{BQ!g13ap$Uy|`0<{h5-M1Kd2ycuUo;Oh;RscIsGaieD}PX{4i zxU?qL@#nSpZq8e)S9D5#xT_nhDmDYYJg1c0VhBwUcvtPkYxj$58J;N;_;{1xnGO*I zFq#9x(8Nre75EUadHDvGY&JM7eik(g5axMuK8Oeic%}B?vl^~Z%$Uo@(l49EW>0yH zwIeU#$RZHd{e_OTZ@L}$QGO9S_9cVUy**O%ZhtWv60k)_yA^WtJ7;$KkDas+FVu6= z=i_t?lWyHt=f|80R@(P9#_u{5S~x9$6PkAy^`(U%E|)^H2{1@<&%#P5yf-s$&*srY zd;5(Q%ahmyzt1Ja{3_2*($aq8zPhT($uBW9QREFAZ0Mv2Z>x%g6I7=S z6!p=0|E1x38>k7QJ^e*b1J83$x;W2<5e00MO?FM!tl6s3~M zZFE4`$wei;pP8HDrrH>t89GEygU5??bKx}O?SVLhohdi=4z5@P9gt2y1VKOqAf2o^ zZ=d4I;}1WYT!GvP&cQSs=V06^-fQ>1{dH++r4pK&}hfdGLltjnfSWzBlB2@W^u)13B z%NK6FpL7Te!B_Z9I@FlWaB`oSWe7D*cg9N~KM)Kvp9J(SjK`8NWcPm(vast4%b

=EGL)y_@UW91c0{pOyzPDTydx`vw+EFvZD-jA1;lDwnEs@m9 zTq=se!>E`NM*2nJb{eNr<9#X7b)i?p$sqwDt(Rt2wyoIZILbmULPI$1zt&<^S{9TS z%I<_894-5`&;*%QI+#%eAr2SvqucL+WrkvOyg=)pzssyWkRcTQI-)l= z7{?rv(8Og0CF@rR1_xNhRa4rZIRz+jUrAyvrgX8C_|g5>^Yn#hlxaSv<@+V?Q^4+H zyAcv?y`@p;Y48}!{q1TbZF4gpjY)~tW-g`2xB=w5D^4f!AJ#q${!E?dAs{6s z_E9okQfrRfwFS?dC^`cPB%5^0TPxyeq;}+*1bK!y7q%V22bJASP0_M@H*)#@x4u!m zlrMx1d(566GK zy4g0+mv)96FxrY53AiyVXN=&@rG3Bry0Gdrm8{8*`J`sq5f@??8gL?MvhkJ}>jnuJ zPU$YKOelKizTK{mx`jJWq9Jhf>*p(uGEM3Tp7o8@DB;siV!T~)X2L*&SW-@gW=*4= zyaktSs(KR?;+e`3QY_*lD^qA5VF*pZnPW*BMn?!x(wui_Wxk?E4aA-l$PI5zx~XKY z(*}0#;b|ux>C>B#v7{bS=DkhzYKxk&k8|byuZ`E@qd7cGq9l?1t5Mt@ z=uPTau+2e#Um{E&kLqjhaxiuMW^LfMT}w~_#ZA*hW)%TcA2pSEw+V?3#d`|nY$a(m zz0yx$h2X!AZe#q=HF)@D7N+)jvoWDWF;K8j1qQFnxgTneM@<%sN;Y!l)nSUhk`3YF8WWWDU<93nmuWj=G$;|!lESLYG)%^cBoQxDx zR_}ZOt?Uj5RzQ6aFq2h4MjRMm_lM!9#G(jaV{hjsBQ9joIz;mXGytlUC{YAu|3sT; zUT4js6u3*G!wpjf_M+e?c&1R`2>jTPoxHR4x=0?K6&c;MV zi0cl3z+RDq*O*ZL^(US%U;Dx09XcvP*+{<@~_`Fb!G#vb~<2PV-g6C=a0{kZ%p=Ih> zK!;X6Tcc5rsZW7XiMGO=nHQ70d*PQ8gGm+8Q!Dt-6d4yzg@?kG8@Em`A-YLhhKr-p z;Y)*+TtkOPL^6q&vA{xKf_vgs4S!fSoEVNv^yoEn@*!;1!ESLE;#Xl3b~a`s!zM- z`9PWLGBdi60Ej&BuQg0zxp^Q7GUAXdsTqYPHXkde?!(57?IUOJCL{6dj9wAGQ=v+A z9R&I>T>n``EjTxom*~qyH@`}DK2YAQGfb@VE|1f^if%G0`F@(4W>u(`&CU(_H~)l``W0@)sw7R+WHx zR5_GB_JX9SqdkbRjp+PI=SWLXxzY;2WTUw8*In$AKs#D&eFRn70%N(Fibw4a>*ebG zwZ0iyh53Mio`6UqAcHyG9Fs`&ioB0LZ8VYEZ;-c@Dq8v_%rDNM4&-g;Cp((DZ&jnX z)wl#m@)+)q^A`%IWDZXo3cG?HS_c`l%V`opU#@z8cT;snm$mbq9_EMwXTFIqKsuJW z6^M4p&FKyOn0s@wh>~ic^wte>`%Ob=Q{Ea zA;~Y<;42R7yx=B>?-+lbDjj;PfHbP#mRS}hlZU?k8?0gA?V#2LQ1N|pn0xrW#Ph=3 zaqUQe^@>sahX4^VeZ7c{W|zJm0ZzrD{f0f?K7`!~bffUO9^lkSy)es(ntS%5A8NR_G(%x)G`axN_XRN zwE4ykmL&)%@+9K#$ZqsuNUtUs{Blz$7Jiwc#Ka@bHV2Ti4h$f+<+NBn3qv5zt_Psb z5ySuCzx~Qr$|3gMg}~l1cAs9CXZd#q_x(0a@8&@i94U9CTFVi3641YkPfxv*|_THYni`50*WqEfkW z9Rea{dy$`k;6yO}{SB2{0&J`$4y6u`8U3-AdmKg@6v8i}r@#hAYXy_aYk#VXg=5Qr RY8aZna?(mt#S$g~{|i<%E`0z1 diff --git a/Fig7_PyGMT_datetime.py b/Fig7_PyGMT_datetime.py index 63eacb3..4669a58 100755 --- a/Fig7_PyGMT_datetime.py +++ b/Fig7_PyGMT_datetime.py @@ -16,7 +16,7 @@ for wrapper, file, color in zip( ["GMT", "GMT/MEX", "GMT.jl", "PyGMT"], ["gmt", "gmtmex", "gmtjl", "pygmt"], - ["238/86/52", "253/131/68", "170/121/193", "63/124/173"], + ["238/86/52", "253/131/68", "149/88/178", "48/105/152"], strict=False, ): df = pd.read_csv(f"star_history_{file}.csv") From c144d8c3bf47a2f4b699d7c1566a34160be175f2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Mon, 1 Dec 2025 12:37:19 +0100 Subject: [PATCH 31/35] Use different symbols --- Fig7_PyGMT_datetime.png | Bin 55717 -> 48787 bytes Fig7_PyGMT_datetime.py | 5 +++-- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/Fig7_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png index 835d14e0ff553cd73e429cd53865490545d9b24a..7fd600bcba9f021c57a2063a504d6851fd61725b 100755 GIT binary patch literal 48787 zcmafbcRZE<`~T5EC@O?R$H>khLRlG^+0;3OPFASM$R3qZ$aXTy-Xmp|%!sU#oveuL zO*X&lKHl%o_w)V!^E;3CTMy2CzwXz#Uf1<}KCkO_KiASwI!eJrfkL5O4F0KZ$di%p>^Y83)B14!Snx4o-MGGnA5+`dOvB zHuetoCU%y#4re9K3k%h+Y|)}nXHhB&SM;1;%?udcd)4DHza<)+MH?#ndEl9STfJqY z?&-H0RG|SR*~(UBuNFzZJwP2>kTgj=s!V$}rCUr%?#g|u6lJC%<+yuS46{}V4;su_ ztCuCkIew*{ibcmq1qa+DyBzEcJSaia5o^U+Fj^|JTe{;d+j%V3`L5Pci+E_6?@yf(ISBq5DG*VBr z<-F1hOden7tq9E?cyReZdU-dp1}KzX3%7w~msPPrj#*#H&@EmWSHdW^&kReLA)}R> zsMD4Bx7YF7K}C0TEyM5(2lib%$xu35QPH54D3{dQ~uM9dhUxX^(Un@gsE!Vc%yrMj(RSO zc`XlCxJ}L-A+{B&P&LHW&SZ$MDe&5Q?{&IHh4^O_8yf!D|AL(On`!`d|H&wBMz*}R zF6v=1&);H8(&zTOb24myT2QKfSRB3>m-nMKV+j}6zp*@iX6ONfpBdKWH5u{Jpjceq zAI}Khytg&|)ZC>fGyl`k6JZ9-Xp?k<9Q{}S4(3WK-D8-RgtoY)l|%m-W0!m?osw*z zaoGStaNF*G8XyfbIOHmyF!ao!s*~s62|+G?Y#EzPs;aLj!J?IardRiWO|X`5o`G7o zd~eD9So54NormFYtzJ{%mSBGI;bF#l61sZDqe#a?UxNjjy4xO*;DJn zP*v$!vx2vjc^bepempeBv1D{Pf^`#aNHXwmw|g9f>sI|qjCoG~=t;miC)&sVH96k?j71*ztOOr1k;kGF$%8eM|bPT~EVkG6fO zqn2=|^=EkV9+l;BVKrrTifBgShPKV8xDEwO?yL>%{d!96L$l;X*+iVZv*%lR1YSEYe<~BYr%xTkA9KHA<4;_{Ej7~0RH7M#(i9ejp6jw%U+K`?>rL2UbfG`% zu^cxPIs1O3?Z+u(#5B}l^g8zA-_D52sO|JzMyaIXV2mssBgj+EqS*veuXe>t?yPil zT97>8of>1(Lhe$2rc9ZoE#TksluS|zy2#s=tVM}@5q`E^?oy{$LWdpsp|cCfhWFN^ zu|%5{F(3HUsgPGrP26>yS5ti*GT+p~uaTtJS&_fV-c!J#FnZZ*p~}RD?zl)gF?HN{9N_22=@RBsq?jz}5_#@xK0y47g`v_Dd)&Cg# zev>E^r+n(Z5AqI2x9{(N*+$9uH4-g;qNiFl$?s`i#OyZ}|Ey@?*`u=ieUAn+xGVCI zkHE&q-g_70zPh&_M6Qvoqp=)54u-k+u4j6n%tc?cEy``XFu$*zP`TS zzki46WIuL0=gxv$d`cVs;@IA1CZas~595(w-ab zk;qI4n3F@EB>P+|&G*E5m*(JZ*HC%)&{kNy1<%sX-mUE&jm&G#`XC1zW7jFoHmZdXTMpo zAU&tWyGL=-Gs~hsFBo|$N)N1%Vpisq*HEEwv!>U)lDt}RNl8iP^n#(!>C>mD9BmD{ z?p-u_Wfi>>M7&|tSDCVoPVg0zM)nwY8$}hyT`Mh~szaMQAxVK~KQ)()jJ5ad+o%6{ zFe}tLJJWU|lajj0ZwRedZ8r9Wc+A%6X|6nT=EUi&UzxGDw-?T#VBu=r9|g_e;%3v+ zfiqv?s2@4a8CS9SFvP`3*-zqF#^prxERz!DzO^o~=PR{nl%L4UO#aK#?ntym5)IdZ z5M!6Y*A|m3Gjm!+`V9vfZuXn~d4E?o_&Pa7q6D=)eCbdVZca{RZaw!*@HzL>GTIJf>+tp4T zFfFCO_RLo?ik_wyqnrA;!av(P@Qpk&NytqVUOUJzS}SWZT?i|;o&1k|u1Qv zas~Z)ecgHC;6bH2vAC~btHT{`nKhyxk0CohNVxU+e3p3cZ2TqT);ks)3Q_dDIl`sU z0Xh9*r~eu2L9R+JbRYGFpUf&WmPrL*U=3U3ljIC1G<(p{g!gf!L6L%IMOq4nHB(l$ z8w@4VE-xLQoL+f|bH&o{PxIA&mHaqE4}!2yzATjjPWDLV_ofTPo$1}?u(ugi9^&1P zv`w6p2li1yE*keWUuRQxR0aPt#(U8M{{3z@WRYoB@5t;_%p*|D>973e?o8gFXTLwD zFO_p_pB3E^zSbe~^=FED2UTHrLGGfpe7#07jNf_2 zS}@&}nc8(8zwT{mZOvztpPaH5y5Cjy2hqBHnyakN%^iy+xKp^W7vMH z)pyz21FFL;iu-0gt8B0YGwhCM)xd*kR+sbFV8>>VOq z2MbPqe|M`6?}ry}`k>yS$9cWvepz67IMR6K-#hEa6tD@RJ_Px+-g{G7-GBf7U0+`Z zZ@9f(9_!5M#mvfjU81wT{%ZLYuT#iB&f;qK_waM1mUJf(Oz=8#{GjW{(L}Cm@n@b8 z%(9Au+44E8bB67`HV1y$<^3!@#j+JKKWe9$%-(fE?w$?u5#;9&3JHOq4Xk5Iu!q4} zd^NxDw`UT|uy0|Z#qVOU@Pv-vF06?nE7>{Ts@xKiMt3(}riP!Z#gLYerGF?9X4(1~ zID+5k0`Drd>Umy>AYX_$dT_0ucD$k4>`W{8>F(~%oq_B}?`(-lN6klN@(k267caQ| zX)n&LI=o0@X{KD|i&1Y+9l`i>So39(3lZXiayrEY7;UoTc%A%zwY7zfOMA|5&7O4h z&n!dsnd}wu@Z5JXy}7yqxMP7q%6!6A-8G?dgKC*y@L9QawlpV*S4{=?Twmc(BS!~j ztgLm2!ZWSXHJb5Z$1N2JZwmz*(|o$hz7yRFO6JQnpB%YVi`{2+i}QxfY+cDiZ)u+u z`Jvru%^3XHh1Cj(7|^@@p%?=xt@`UyhuPoP<3l#-ijBRN7Bi}*8fr{;PSs(}0M!ws zb9oaBH8m5-qY=A6k+V}f>s{#6Cs@l0Xvz7m0EyBoe9rZiFv{;KbDAHd zIYxXG!|^!|H6LpXv$9}mc$D!858o(-RJs@JU3Q_4H_b|4ez#$c4sO4IJVF+?LRw23 z!LRxGMwC)29pJnjPvbuZymLYb5!vv?x_-H%r_yckV_bS$3H>>vYPrmX6+wC^jO@pw ze%{couI%%O%a19H-$%{;q}VF1+G^h0miczllDJs-FjKUy0*-NMMpNY41@$k+Q`R}7 z%QCl4%1Q1n$FC3n^xEzjD-R)d+u6r+<97E^KL)Go?Lai&pD%%Z%}O{s*f1y^Qx7};1|)KI`5bxGpm-U{o^2&U>YZ{yE^HnpPEFJ6NY zDI#vRgvDxJ^Q^H1<`7Eca;yKXuY}l7jyFj=ijd{ynGX8fhT`f#HQ62e!nliE!>EA zY-0DqHC@g-Q$k-3P8FLh!~Ut)PNrM<6WZ8m;^ubwR}28E%qyA;evJv58lJ!Z{4rmu zr5axNYHt7Ffrf`+v{&H9hKu9d(ozYEIppc+&x@M@RE4Hy1l5AO7d~TPt0XF^0a&9B zSMSK}vhw7_1&aZ=qjD9yrkl5#dswZYL|A&SR#fRZA<`|05bw%uPc1P>9g{i{m$7S# zGi?mta?+!4UjO>_np79Xn~y(#{%l|7Zyh}b4`VpPRq;l(z!cjJo5L(RYOM_u5S>PM z4XDaS*!@1MkAyb^58RI36}whA@SxeY2`t&*N)?YGSec(i{A#Zf>vk<-XSI?+BMpVy zPpEfmXH{8*q4|vX- zch|IN^g0!6a^v_k!L=B8Uz;+k3kqlb`maJ}xXKo#*D>&)Je(LimxFDRe@&U8;tzYyK<| zcnx6A}u$rxq;a7i>7z{1r;^M4u8`U%xusYHw(^J*Pgst?upOhV=^h9Pb z>PF*Vd8IpJ>t8sDV^EebGCnS+Meu#X-X5Srdh^{&t|LjjthY;jnNfQitZ#O{co}}% z!~_gR(N_lAnwXg2@mDI31-q^6epp!PKNj4Q{;o2!o?UU(0bu@ zNBy`DvkB1RI+Nz*`8orxC)4S7N}Amju*1(?;-4Absnpxm$rcb9bw~DdqJxI3VU%fO zL2k#X{3Z%N|>kE^d0GLMgNu3*VlXXMn3DUzmry;FQENR4#BBHxK~Sv zw=ww>O;U74jRxNFV?f=%-e)trf{X&`YaFp$Lw{Bk? zdh*KijFgm=Uu3ag(_hVvGLB^0-d{KL#|K1HI6KQ^CsHBp98(&k{RMu4t88GwQJ(|L za2x@2t$VftkDe1&)?3~7Hil(9H!oMkb%)u}ey zqx@Wl-d}TZ&5^qOgd9IVKMmr?&t48&;vX}8Kh0=4sX|EPr(}P6np#`@T}I7iaN~mz z8@}k3*nMA){3S7_B+cgWIzDeA>YBvGIo}XB7#LYE6OU%{0~uQFbKen9AJ%Y)*N?31 z@+Qvl=`bL2m#4!pU8SFBQl0{n2{+{}@5|pAFitPluhg6S9Yb+ccl`=Z_2IGk^l^iw z2MUfqXJ_y0Ak;Q>F7=d^Cm{ja;%)rswG*IT0G?H)0P_S!$bTfGrYuc=c`T8P6+1JZ zI90>Up1_=7E@0J@q!(ISHYwnb5S@&^{{GIrhm+#G~xF$8ywJUD*TD8qFlXiTesk@snXqU-l?fEqvdLwJ6qFR*tGhZf) ziAq=Egq990TWF_RQ9+-9rmWv9S8<&rd_bGyMCk8fDNQyBPxhbG@JKDw9k0D-r1G+0 z?c#`of;&=!D2hjlGh7DqPx+;I&*E(MJFUUy=R`fD}yX6{T*sQvR|MbBsXxk zZr)oCqAVr?V;0xKn^e4}+K%#R6PF?bY@Hj0OF{Xc$a$vm*J2?+^lC4O>}w3ogtEM}B?W$D8sXWMJoAu?Is>-)B) zpg68v>_Y?l9X^2hK@WhROG+DUASVEZ4wvJS(ra4$SnX^l9%O%K)-0uROut#S|A~R_z|3*OR1BuK#Zvsf~gyI^S-6q!&fLPaDG+ zy2AJK_)_8q2do+V7*9CC({;&Xk#`lFmBODh^Q?&YbY))m=(Ja*4)=fka1JOG9s#o= zFKq(N0r}Q@{f-Z|DQh`FieK!woaB!I#<&YLUaiq<9uzA9kdkJ3lnz^|KfP!ii+hb0q3g~#$50w|nN8rV2QWnVEIAU{%SJq+ z<;tG$!EzRqbT(Y-!Wrgv*xWb-JlpEe`1t$x@6XtP{Q`L+M}wwwQA~{Nfv~jn8zcW) zBTn9+?5xELWqQbYmi_+W30fQqRi_lKf7M#;#kbwzv6};(PH!}?VPtZ|pA~u2{+Dib z=k>q3l{afmu1<6EkudYxWYF8fms$$pIir+cl)$QiTMg^xEl|VO@$Wy0bQD#S+ob&N zR-k$90k-x7CmxPsJr!?knrQ3hjc#8eTh;ZQIgg-l-XKhlD^o{APTJoFad+*hgXRLH0K@J(9 zl|6{Up2I6j3H_~$%E~<^z)Evr*O!6>i0!T}CID55OK1G!29*6nzWZz=zg3nGjppmE zk?WOzO+UI_QZ1?x1ZJw8Ky~t7qXpY*4oB!Q%q4tWe<15k`&}j9t-R6>)Ds91CKn1d z%NLKi7??TyrG9DiDBZ|oXDRQ&+OG#5R>{($4{d+fe0o9Iy7TuX+kHnj!Q#FXVTZGe z*b4b`x~yD0P5VIj@WUTEbTi%ZXUS}7x5!t69J)|VPV7yJD#y7%Y!R!ukRqSaa{{d= zja$QD?UR1T%rEZ45tpGOx1)iynqmow!Z|o*QS55g5wwp9l|koV?T?dVLd*)dwhznv zwHO~7*LIGB=UVle!&D@?n-p?~=G{CU!;8%pqw=LTItQ!Li4-8spiue|RQHYos6o_xw$pjqcg zWJ%#Bs9kB@@WFPSlx|d= z_&aFGmREC!0Q$t6(S|}FK8^NTL6yUrbKev?M9jLPoEiMnK9o4<JpS|=wOaKs(!VU( znv<81;MjX6KfmErcBU%1(8UXUKH{Rf;2c>j`FIO?*<>}tEA^N7b z&gDtRdE=^)jWG3e&^KSrJgVi;^}$9BYZMqsi-j3{938xWKdY@*rrbSe+Btl%wuY^p zDIB8`VTJ{&KTymW<*woWh!adbW6T zl8}^(Z7ueV;yfOI+_LWYITM}bJZ8zuWCN096vBiSUw+pNzjED- zHJnZ*TrQ86ti|nTf4|-t-?=89*T%-f)qV=Er=)1*?%lr+D0&rFnMl+XIn(?s6k(Im z(ODihkHT5(Er6v+Nvggt`;OlJ6MRm=l{)Y_(HsTT((d(LyjIv{)ff#>AMA69|4W6> za0<7mp>$NS*(n>1ZSXxe(oP7dtg^UXMdF_<Co? zlYuK$_wC`!r~wofvM3Pz?*v;d;*On(2O>Wj7pXB>K&KS0pAbtUr@$MnIx=S87Estv zbkCM&$SgsetS{hKx&xNp?4wM05S6BtL(BH{IjhEVg0sUbgHB~Wv=T8Xb33(vu*}VE ze(pP4(vPKU1(A9qRd#0203P!lkZKL@x)D4m)ghw)R)5=?Y-?w?+M?4YGGzfc&#mON zH5NZjBwsMH%6rL`dVfD;)x{^Lfw`W!&Kmq=?vo)SHJ$F2aQ>hJAZh}UbsxU&16kg9 zt43CT*UteI*i6yUtOeI3LV1|&?d)PmR?M9by7E6lYfwSNKv-ZAgzb^x@@2U&_8jE` zjC#nJhj;s1ezh*X!|KiLDd*`PbH=>UCp6xQ*=*{Gcem0~8m=ZQc>C^Mk`aX2L)4A2 z2??6v7L$G#A_hA?oXbb_sKgl^##GVR2lE~T#zt};r)IIs@Skpe<@x->xtiBHGtM1* zaO=iRt56HHwVtJK+7ge@#2Z;rNh8JE!`8+9hMp?jSrZcf)&g`JG*X`WwmbWN=J<^A+lbkn*ZA70YbnWm z1*C=KbCim*Adkh8v1&Fj-i)uqf?83nyF2SIA4f6&2k_~|=_bPnQ8BTMYcTE21P7VQ{&*|D@+1p-dtt4pOvu4b?cD&XXkRo@?&co=2$D$4YJRJrZ& zOo&m{Z;fI3R^yKKWiJO0G?YHb}PaY&PgcV;(+9I)?t>^S{|rq$n3?!5#?n zou6OM9jCbQCL|$bv+H1w!PD_q>$h;n225|ILG^>P8l6t*`qR+)tE4yG-?q^HDj0|wz{z5Ggsco^91_j6nZ(k&A+L#$ay zL9H0NBefQ?~xvZ5R-cbS5%28)5od2GQ3=2x>H>$sy5O$Wm-#hda(A} zZc_P&g{8bVErnCMCvyTFU7XM^pzpvo@R)JU>9V7;1{KL5C(DY*>2E3l@)AZl^sbMN zo%^Ss*}~Inl{@z;{Shsarcot7XDPRJZ^($yJ^$Cjxf9TF|Sp61_Xu z_jUz^nu;LporRRIAv!;RXa*Mu#E&ROB=e4zP2gj0a_#m;h6a9^f@d z5M7;`ZWNnj>3>l~twPTWZsi=~y*i_K4j-mZsOH%`C$Eimd(ANq3h^*RiI!z#Fz3nm z)}#44pX{ae(f-sRgHzMN(}xR}M^9AOo1NUos=2huUkk^ zVKIME0Hk0lS-Ij!*a*Mg=`i}HaTpZZ*nNCUCVdSNsv2HPUkt?X#dpTh@O+aSJ8qfe zp4rNDm$({gl@B1XZGK^B87@rBu4(mFV#pFf1Gj*{ekInkd=$dWDH;@-Il1J5!9|(*H_x2Ry~_vBSupo?dJ&zI*ZW1R_79 z+A`nBPhK9{duYUU#L~^}rk^To{$7t}$QVIl()M!+(PObpGT?>FI9h>#BnBaRnZ@f$ z=hc=p>rrgh&6`%>9+Teyv5Bz2JHT?7HuX7vsHk|YojrzqCAy|nW8&i_-qC_+w2EhI zb3qi^=W8A#FPz8=h1+{&f+yLVLIE@-}s=P=M&38-#K?Ut1$pL#Z;C7E{tHbM`ssYw%byDNOjB@Un960RMvGI zx;ExmUb(c$*E)@-f9;nwJ;R!fQ6tw*h!y|v5Iv}z+vi4Wh4=aH{H)#9>5OVxLn%ar z@<$j&SCM^fRsJ={hn=@TT)4{t38_0*p`p!yU&Or>@Jp_iANY^W{D8hnck?(4qo3kD znkER$c(~V*+XHOPbN1#C!ykNmazNaZ3p^4LYUFJ&8(-6Hqwf0d)h`Ukf&%-Nb3ad? zcz_{J^bmwQUQauJ?8vZ!faYq}bMJ}lLa&BU=OA)6fzg?@-M+mz_lWmio2|oZ8(Vve z{*6^aN2Jg?`R_|gOby0VsFU%R+DU;1k zg-%lWVg>3thxco9CoJ&_P?cgaw3U)ywK^y0*CDw+a=q%7&z}GLpqy=pvtEfiK2AnzQ`lF{$ZNXe+ot@cE#8 z5cva11$6n}JRA4imi_zCDAH_p(E@pM0YINks8%^Tn`7)c$AfOS zkz>|)Xi$yeQSyi=i{$yRrZv=ip}py6^`QJJ4>6u|CWm}Q6cQDK0A?vaxo4RN3sU0!1VA!-@~-avHpuG&Af2ZDJ}^&*Xx$~@z`?SV~R|6KDiN6 z5H?-7D&}^kuainY0{$H_@WxmRM#RrCFSJ6--m1fV?U}4ExZMv%Tis%JQgQOu7dttr z9OVA8Oc`ffq8NzMy;N0M^Z4lV;NLFYVMNM>Im8=4@%z)%km3v8-40>h5;V>p{lU*@e$>k# z(ulyR!xVk^EQnXMKbJ41e12F|Pdb{ZjqW+SLkhyI&RS>x z;Pum#+3w9?-Oas&CpZACa(2%7Woz1FLXI?~_Z5~sIW>$Ro!_(=w&mjSUo^s-|FgA3 zr@nCO30$kE|5e>C-a@?GMvaf zM|^r>^oetK>QY0#hmYYH!wweenRSCcLe+90z>ime_PT7(aG>#yoved?%%J@7AC8%) ztQsluF#-YE^!%h?>L0m%j|4Gi5x$!nmRc8>_FfMko^zeJN)%80EH})# z>INo+4mAbW%SS%7i06duql zrR5|(pU&v&l}Y_VlZnbM($aG6iW zQMLceyhoKs@*It$7!2w2Bdc_swrC4)x~#SDZ6@o$KF&jT0+lHhQ$HR%2n^K-@qU$W zVriOxxMi*#tPgY}e-1Zh^)LN%n>kgjRpOHzFRE;Q82fZc2?l?>ekU_DGj)8Y;X$t@1oRb!3W<)3OF@d}ZXW{C0mCDu;W?JOsVKwrr{_qliqU*Dw8sTe&^smPaK)iGUEulpyJXcXDOJxB} z8W7MeEGS19D@e(K5C#D3nSUMDwe@zYo?1P=&PKukKwR$mbgz4{M;}w9EZY81?{MN8G;qLU@sRJtf?q&EC$$ zt8@-h;52d-CWv^s<0-RBEVK={nx+Q>$uOV#l%~Ir>zf-F<;X>EtI^p;U21916A%s0 z04!B|n!KEOs0l;mA>Ukp%Ol|CcHeLi3%_XtJTvgA(pMPonYk3n zg^Ho;;~6y{(qq`7)1rif0yc@o_SdcA}d4ekJo{mOK!~+Lc#AK8LNBfZ$@uBq%QWhf=_7&&9TLEpEDfw z*}QcU7cruq0{+K7CGf^~-B9U1_H}E%D&hD0gLPaHLly}h7m?ar@0K=826>A;OydiG z0Cbb_WU`>zrO6AnQD{Vlk6zm_*Z-u~e>I7o#=GSd6bC+RpUxhEDA9J0p&nR0gdh-U zBqpThf1|iX*zz1QWxp)fd|J?sj9rRv`iYLv=VEnVAlYj>w!ZO++ViaOcMv3HeII7v zsrJ>9H#LZ!Ix96Km**WvGbwfGDp_HXPNGgmzkHheYbm$CFvyc~+rP+Uod3jFEJ+{J z61T!^Lj|}R$WOAIfXDoZc@0Cf0@yaBW2Tzqs%)(s-wj5`&&;q64wg-Cs9WrXx=}yY zmQ9U1AX+(4sF3qkhn33y$3OJhkb3?^-ouH{5^F|SB-&>6;3aeDG>ysqMe*(U5uN3bkoRV z{ZE{YG!$V+T9e2<6B}~ZeG!u)O^Naj*snvQwNOlJ=T?g5ganinD{QDtHbLJ(`P%?; zIrZC52pm8Ebb8fwZEhg2D9=h}`xm;Y7}I3>kkC|kSK<&V@y>)u(5L(kt?_4RriDr4 z4}ht4DGuM2OI@QuI`Ta7qXM5gsYPsh(~MmBUg?`lG-jm)nkTm@Q?BkBS9+3VTE>oI zp@^6CwV%+$Yd;d6s6odG?5nX~5B}3c<_9ikVU3)w04A!mf{TI{t?{rTxihk~)O!)T z`MXp3OVX!8PyYett;OlURDZJHGE*071eW*}ZT@Xzagq}^<+u=Wu(TtG!+IIcY|QnS zrZg3Mw{cuP%Jc02B(h-~SEviOFCBF}*!*EzB%O=;fx7|d$7n4V1zfFpta)^>OzV?i z4r}|QT{R=~n=Y(m3?(DmGVD;%u0dTmAwtDtnvo=*I>Il8$j-#u78RMOY#8dRd3ilp zE5!L4e?Cc6MJWDQniErerE?U9k4mZ~fJvLPv5-T;kZ<@LiXvEHX=>7K3Vq$oCx?vna&lSn%so6Do*wWim$ToRJpS7>?KS-%(L z{>naIi`j0<4bOdXZSPv)7LuPkOXvC3@1WFT{pI9jlfwSaL_YLq0AQB0S2NJwGo4nV zUoJy^t88JBUa9W$6A_vE+C&Ab%9K}JK$Te8$Z&X*VO<$PqB1)R7Rdq7$_fwe^-k>% zbfjm-@YJ2x7|QCrMa?|Ks{aaFWpf+FZ+F9)TSUHkR^=~U?kh1nPjB8z^z`0V zx}pX`nUXm*b=YtdPZ(O+Vlwxf$f3}(d+Y*Ex5hlH^Jf~QM6y-Gw~h37;$RRcmCxS_ zBb&ytHKHmNaHziGEu zFvOQ2`AO8FW%Yc>3JG7Nloc}5NgKP%B|=q;34&o&P2T0Y_r7oHjKpKLy+}F4#84#R z)a^`%Jtw0qRtfH207=Zux?zSSDP@yPb<)y$^fwG|F)-s|(k&TCS7D2zP=4t@OQVe+ zaF)+W>6sKBs>7lJc>7LMD}I>XpsHQCbt9*1)VhG!HuiK}%vUJ106BwWDAmpO`q21* z*XGL*=~6)-=OxOFgsoXYiArB*O4%!^td^6j2JzUa)C|2m1HM%gwQ1dxja8H=ov^MK{-2oBZU!|WWA|nNeT_`)JQbJaomceU za*bT=?PQjR_3RG2BY9&~lS$QX+Grf4^#wN0m4c$4d%nA{uZoxjePS|5j~eA$#^O{k za!8h6_8-_)KK(Z6X^{ibB_^4F%(x5C30BH`>3Ii4;2}+)DAw{HvdK1yF#>ABQTJ#avxxZt1n*rkKAAS0+ zxft1~Q|^=O0+z&dnz}Rs6F!adqZA1n{CU6H=1DpVb~#@JC_**G z^H{4%MI*YxlFnygRzgQuWU-xapzhq3^o$hMpY=!01rRXUTbm|A85&*-F!^24`+0QXJeHMYIh+q`&h4M|iBB0J zQY6$>t#Z(PiIu^I39R`MX1DYOz8&yB9;TlPLcHzr?S?z7R!`s&-r5lyE$x#@U2r0U zyVFzx64@z(o*&!`YiR{gX`%Y5oIY;>uklya@GbEpLpm0W;j5F&KAzhc@Y9YQH5QJC zOEA|8K{h^u)oH*$YWwgI;Tb80;sx|jr@7IymU|S9mLw4YVr}@+L_GtM!`2aF`ZL)q|VN^ zi>7m3KjjlMghK#6Z||24 z&5wI9!(EBbo{U=@zT7+8B(Cm@Rrk{Df#4Y*Mh`(F^gB}d@_CeYJGNfrT5|#Ed5C83 zwB8(DP9uV)L{|;hq(2rLVfMvPXAtzYMH(Q%C|1R}gweIKmsnrGw+w)v)CC@{)z2#c z?&-M!36=m;+dq#mzY;tH$tSR^_$oj$>6WDLZ=Az|WA|1K=&_qv07uC&Wcu0V(HYfX zh`#qee7wQca=`nCRm{beM*NK|4&6FSNr!Q)AD$e&V%#CvWoN20=UcNUcCFyzMW<)< z%s*hEZ#RTHoZ(f#c^-JeD^`VHfD)ID5o2iy$jf+e{3ph_NVg~mplreG1UrF4_0z|B zaw?i-jAH@W3kK;_72NMDkk>NK?0GHm1TA%LdB#Yc2xRC8lC3A?GSQ2+&Kv!o$8M@j z|LWK7fx@A+mMVi&8`n|ZZwq46q8`L^&P(whkV>0c+nW2XO0Rh&|3c2MM#Bly*mNBC z@3*u)$O3-SnKa5xMFfC5hEZ6v3}Vnb;PDJaV+7V7VDgr#)>cn$Ol`-=lP9hzp4p2; z%5v#dEgg+NCvny&;5c357I_!=jaxUZOk=GY(Tlya)Tk)1<}qb`fEZLML-T7}9#Q4W zJ4(P~cSx{ddaop#+e{|bf)+zr6tk+HLk#d@S7Ig*;Vth>CzXelJW`pK$!7~uHU2P4 z$n=C|DOp;Mtj@v-CRWHs6+N-9FlZ&r_-(0FR%!M2(Vh#@`waw<+^FqD{MbWu zot;4JQIfOIbImPz<}wwjT_wv#)jK+M^G19`vuI^q9v%DWV(zkUS>eFJB5dpc29L%C zJu8ZZT-X6`9|+1Tl6Cp9JRh1=Brh$Md)Fp0^TZkXUDOIMf1Zn+;BPRjIrkadE#M>A zO3K{Jym_}t95pvzt+LTtxe(&O@^E?G$Pa@1Y|JI!kmP>6F_H9VmXH1}(#cw85`7m( zGsfWzUO;&cPL2O+ZcB)EdmL_ZDB74h@qQoNN>0YY-EzdOVvt4ymd%^F&5@z+rw*uo z8E&>>qs#sG$Wc5^TQU6VK`MYz2cldqet#ziYSdLO+)`9uCqQ57_*eUt8_2IuMKk zaaY!iIX}O@%5&^L2>+yD44{;;Z=an(EQE40sjCX0)wPUBg34tVpQdj#`>0RK5F$#& z-5hfE>H{nCx22&XU$zan19&ar7RV)J-#aY{#Yz8`WdiX|;{E0dm@wshRfSR#Jt~!b zrydj+tKwL9!>;a&KobI*SB$IHA-q6s|0zcEBl)sZog153%Z{tEZ$YWjNubl;ceIS= zjafIKdLn);2?&dsQQFwcNuMlp-g|6+#7-O8Y4%WfN;f(oyI0{KHj^UWJi9M*k-TJR zx~jO8n+ZcZKQ#4-dJgiR`_&hptABpPQnI#Im&n%6H7;wqsOi>p3BshDv;nF^>da(=6rrs<0h%}X1{or{p2 zK`Eb)P*$_4JSq2MKY)GLg^kT$^`@PC$4OAbW?jw`$CCO*6*eyj{}pDn^AT2TzI#V6)K_I}<^Jj+ z0V0=+jAS|}=tDjsqCgMfZAuP`qc#C)gjs+~Y~osVf_zj?;I|QRx$`JxMT0Pc=UM`* zla`rGY84|U(4(Q#rt`sjcBy>IyVQDpn>&;H-Fm)nEQ%W6?yPiS8Yz#OwI(vhjgc2} zDD~j0k=!?wU_lw0mpv%NUAhOWxtnYyx2yGqqJ1kpe|0-*)&EQ>6gMDdbi6`*8rGfG;^+$&^U^J{GkQJvXn#7$ zpA#3PPg$*iWof%piL2`xZW$GF;8+qKLL&Ex(9R;)^Uu*|4{I*5#vS8Ti33jCA`T zS3h2{=n(4gIHRRhe6x0w#znQJe${i*1-}KwTkP_qn#X=(B((SEiB|vBKPL_!5`tn1 zG+vSyg4QDZylAC8ol(BU(OQ&drSe>M%|PSnQITi#5vE(c06PsT zg5ZG9tFg1S=>QwT8TCEygnT`KqJ`33xCFzIEgmSeaP0Mt{036i>#%&T2Elg3n&-2i z`;wLc)M~~DRQN;xfekJ>)=*NApbkfhv{PI-D)skIaM@pI$GctIY#rNYgbw!`oL-3|Lx=y3o|MPz)vNs*(f~_0d{5vkYIz9twI)Z39-B=fMzn z7?qN8D2#w-Aecct2z(pF+WQoA{hSdL!2*)wx=@ms_;t(_Gt&z3+YW& zP(@Ov@_cAM9f$fR#b~3xV$Y}2AF30KIas^%`*B86l21~c%LPf!Rx)h z?Tn<|daeWIOE19GSAY5a(r9CqW$Lw`4;G9E773SUKu_d}SUAmHe`6IIn`qrz@1XWN z$NkM!FF=f8N~Us4b8o4QYt5GisZD+vFPO*!DYV(XfRw6v}Mn#voFmi?XwCrv&+f!G%x@0nG8Cve!vC z`*GWp?k<7AJ2Mil0M}3{l@sI*mlSftiOl_6SAPya&?2Zf0VmmV*9#^4>1e)cb3R>L z0e^>xb#d$t6jcF`DmstMPa46nl)(Rut@VJnHsOA1+6ZsV4HxO}R>hJs1^45K$01@= z)9R;EUlw%|i@tLLR~^0>=AG}hym$y@`osBdY`TR(n)UlWl7uF`K%5&${8~?B8lHTCh1QppXEL*iHW_ zedY61JPni^^--M-aB0nFwqOgY+R(Nr_9-?zBfL2!ZSTkQ>fAut%N{%oL)g(O{hRF? zURC&lC%_;;)3QLh1e7i(!P#*9%9h8@HKk#FIN>=j?mFbNch@CVqx&<@cxyuI7BYv} zq??#iP?VpUQVfv_Bs`Qjpr}bl{er(u0}}s;H&^K`Aef^fL8JIr06}oUJsU~dH&*CIP_nwLZOrwSctN<$|n@+L5vuS>%JT#q=5)5 zy>Q|W#7WigGoW?EcH?<-3%$6P5k3o)(kedfqRP%~C^&BBYNvR99PuIzH7faAK&oYk z2QH8To)J!6kS_XT#J>|02!=5hki?stp2o6nAph1lnOo+Ryu1T?H3abBkR`Cx)lM*uVFfHEln_+OU zz8H6{@-Kg(o%*+>)2VcSvXR+8D@kWwdN2zr9wDdHb?}oOJ*nm9e-0uB&-@X3>L5N4Ut8NF5Q+9(|DKRmCN`%E_^h=s5yw}&Q3+JY5)f*@_7@#SPmh3}9+^%=fdmkFeaz&aQ zO${i7jQ?xU;@5)OqvIV!pmvxX^}Xx=tLku55iDI<=qrG%6h z$59xzeN`uWQA@Cs!nuAics$dYSXe-VNavsbNRSRL3vIAj@k3Sv3OEXOkx=Iy{(prX znl6=mzI?${aXxE&Kw)a1TjkN`2SG_V-7zSJK7hJv;P-nN_78t^{z8BxVlr5*I&8mM zbk+i%Kr7hN-Wao}@(75yN{JXtYzW<}9F1w_RCt=)loE$jWUpwYiQXd~wD24vqD%h~ zE`)q(F@i+}6iTLbIc5eF)`UDJgKhY%C|M<%Q9_spIYBXX24TE^JaA zChE?RjHs`TrmCGFgL!=S8BTl4HjaTU6T0TtKnHPcxgbgeE{RNFh{&5o9x?4RZ4zc7 zP%bdrKZ(lKgvcQjEn`^s0-W04sKHPv{W6P9&;57;;OcB}EfM@>q9i2L$RBQw=-1@l zotA$%}H?6({b>T*i9JEE8i_(O5JT*odIY-$d{Y8#0Ow?i3zcDqO zxeawvrc{!s#9MHF`o+|4AdV{SpBFV;GOymB49;~P?zgf~!*CqcTJI2zE1 z1pol=!}_li2Ve!9bqwpy+x6xHkiuiM{Aa&I5S8tvu{;`QF`gI)oAPAw9RykbWBSPJ z6(0USs@?-Csw~(7ZBbDHK_m!@C^<`()CdA1Nuq=%BS}zEnhcVL9F&|SCy^{kqJSg` z0uls~BuE2-1j!)CuiL)&-~Y2_&6;ug-h1vn=Tz<5wX2Q}vlk=}at;0gCfpyGrVgtU zC@2HtB8a2tqFsSVM?=aIkGEFOt6(`8E?p)-`OL=n#$J#a(NhH5w9($|&INRu#SZ1h zj87Q`Qk6^F^~YPh*F3Q%XMg{XloWD)y2qgj{r4iDoxo?02s}6HtUts8iSfk4ScztX z3!?Kj3w-!Wl0=k4H=GQX!Ye=*ayktFG`ZExyocXNbAAO<2nvJP>W%K6j_+=vIk`51r>P6httJ(y-BZsxje-*9 z;>3wuJ$J4L9GW~xF9)B>Jt{mF0b-L;i%0ytEX?Q|ja6DR8JH?L`kp^1%dAV*wLdtM z%<}7a#@`XsBStr8HfQujthM6*NQ1U#xi^Y@|B>{=c>+I)KxPyJDL*BD&f>ENh^C*r zNAru?igSJE$;s^!MXCSMdWk~y6g#gN$*upD1%=NRy@3Gb=S>F96c}!{*Idf_0xPD0Pp+&VPNI}}HWj#RlOph;y3&Vu z*TltunZE{jiX<{W#yBv$n_T`EmIqiwlx4z->)zKVj|9FJXcpx9hra_@xfXN@41Qz-ZFej z?K)CL=63CbOk3z1aAla3Qz)OzF6Ke3zdClrqti}wNa$+Mlkpoenc&?DP~D}@pUSzZ zq`*rZcOPK;BUQb>mbv{SLf(Nvpef9vc7{B!P?DU!d%JpgJ@I6|&Iw|KH(^o`xF=YX zqU32i{?42=VJh$Es1L0Nn26@%{;A21PNzwiG^yU2aiv!}%wti3;hV!Oyw_R!vXU?A zO>oZz)E5ZJS>pG>ubMTL3H!JSspBVB$5^PYtDLemRUxD;U5%cP!^LUZWkx5sksU1fJVR$s;~1y}Ksx;eS66&viPIjov{O09>j zE{RvG8r@3V9y&gja+A+bc&U}}&5@h{)iKm&%E#w%$0axVLKd`WxW~1t@v>FJTOmmN(P~7*CCJiv{8GB2GfX{=06+hXn*|?DV(H+<{rep0jS2k|aypR#l(Jp> zyRB1IO{m_An{!6Xh$-tV&bQ@R=An#;u`a&xB@l;s)U$nHX!)eJv5xY2&=+y)6R6IR z2xj+f&7BXJcou_Wi)QAq#5sv=ME&kvcTC_y%Dtv;mn$mt^qWzF%;;JzN6P7f-|~#rEZfu|CVlkzc$*hTA>Do3W)D?bp^8>?&nqQ z@FV|Y+-4Cx+-g_L4!+TtwF!0sGrOwSZF7^(`Ls6$BTzyyHCu9sTM3)O!kP+YkK*L9_J?>vb2ZwbdOHrw zittqSUFb*U;!^Li&P#GnmgH9cmOh97zGhi$c&EqAG4Dpzkz0KBO^FK6-%0Fl@#arz zjgwQ!w;*5(<&IK#WN$yPFFqI9c;VfXp0ee?#4y*_Wy{CZ=P^NQX%4#jS8uu5S@33h zQ?-b-RvgyG<(=cF9`n~rPR#^`zPdVv--qiV%lh#+3(XhuOghE!PsUeCxK^<=bAO#; z_i(WJQ)-jXx0>g_-^{~Z5;(jlqoVzY8B-?O8`z31+!;|Vnk_Ob&GH7p@q@Ha8`g{hD~yt0vpO@qs)yE`Qmk5ws$*PISB!e^_s~uwlx;I#XjJ@0QlLO(XrrOL z(J2F%0nASqi47syjUx7~yISy`TgvajfR~*rtlV-7MPP4a`C@Cu_t(zR-#cd@tK1y5 zjL%D8GRM?kP*}CENLsi;$XSNhzcq(h$qIKH1(CoQuit1_;Hq^%dLl&v;rk+Z%A<1~ z))%FEE-ZK-vVT*jT^wcIjteRKW*{-cq6>>=yVnTG3{v9nCw=zS`KqdFXLLl-)73yZ zedNBN zKc7DA{nH_G`UqmoeXHIV=kn2jBoN~J^>GPreJ_UP;EK%j#o+ag;W!NQ6 zgQjx>NVW+ztU^NQSG4;bwx-s?mxn?MRRVMA)cvJExX@zz*y*fbpJ^AnalTE_p2NKQ z^cqp$p)L%xwfQeZeK3vuh=J!q&E>umY*DT~7#n*MtoznYZicqoPtA{8X!8Pl-rKt4 zxZUDkSK$tpqLTveArmcxQRi^l{3ydo=PH!7Sf9+^uE!vtT=az2BxW582&9`e`BFWbd!=@|sw|Z9A zj+dq{Pmq9-@xm{~Io+m9^;NyClAQEb#ZNmVjy`|40W|w_l%@G>dOaQ0!@S08lekV${}u_e3Q59uD`{tF^uT z&ikvd$53@(AbM16o${&m-e@PM!rCEb00U~)ZU~RZIlxd~;uo^bGZLNbfsAutcBIE< zViwA$WN16l%7Hq*ew8{2w%fI#n@?bM)G>oQ%l`!X_?*}iv?E@08qSvWCgtJNl~1?+ zM8{a~r(aJ#Kj{{KKfSPsXH@cDFtZ`NIhcpSfrmoL_waRdvG;TqDyC%0QtO7}kNgUi zh1vSCA2kIQHWn~1kyW7C>(Fa)lNi-ZqnPvivx3o=*;z*5B2hFBF<_p4sh+T7EAl%0MmeP`q)ogdZU zV;Yz4db*Y`V^(!=Pr|vn-*5G}dtN0Xf6>q`jJ;bykCF4A8b-Wks3mx!BVudE5RDC?Ec*nnvaI9|Jg%lZ-q@0|un2N+t5yX5;Vv+>N*F zD&S&}EBvx?c;5jT<0)$_FnSxiB+yXghEf5pucf2yV7{d0&-Ip?lo); z`udN@Uw*|ds=gvffFP7vYqf=|7e3haJ~kn}>{+`=Ox z@0YSQ46ReJpJp%EX1IpREWlyDsPMGGs+DZ^AJ~3f56}(b*2eYuIbH8onv2x&zb>~dLPTaT42!zsv9qwdK4$YiwkkN2+8u35BZdSwJ_WW)R`jVrr4S08qRI}njS zs^7Qazz*gH^T)`tJ!ORaUB)T)J|)#QSLK^mi15Dv*?<1CtXy`G@~TqeRNO?6bn%?h z7Cf=jyE{`*pG)22(MQ^}D$n1vh&c>ZE>q%KZE)UA%$w+Qk5H(^@jcD*x16*S2}lKY z!QIyUd#0(UgNvSeJK{{c{X1G+0R)JjCr-6K*C&4pb)CoYGV8}_8_}ZOND%Tt_h<#K zG^l~uhqpIP^s27#o`D{{cw?@SVj17GtZw^s#Z`tYZ|oU3E#%E{P)O`&i2>wyj5et-sXTFJ9ng&`hW;S{DlTd3YY1O{vCbxXN7J|evCw6v z!Z#C4brV11`oI@Q3WZigzkO$z@R5?$-X3z)DE1SK#c$+a`n$Y3-dw)!bzCnq^0@bTJRuF!mVhLXaaoCHTBqeSLWYIx>BYp8;@@0%QWCBv~Sl+Gx zx~ssHbo(oCvBX=7ZEN{jv)0w0maN4;-gIJWe+Y1UXBP(9mUNF2EAftU^`5a&K{3zh zi(lZ&=T5u``iU_#jI9Fk9he?4|7@Y<++5Eo6OdQ<4z3fB&V`nrw3GCBr)(2*PlK_3$Z@fPO`-KeQ371^0-RB+<;H% zdMi+4u)s;6tIA9Wqf-`M;P6T`w-{CLq{{gfUU z($O{NtOX3I7+=phkOhD8tKkWXZh_hgb!c4)R{4{KXzus5zq5zm-!F&z_Mc??5?(OA1o_Aa;%j4TUs zAu3QHI*dVFEiW_1`W(ZE$jNAqT?g>(RXF!2&K<`>?(iG-YXtybq{VEUuQGaqpCnZ) z(|+P?HS<-)vt-uo+c)g{_f-^wSuogcUj(z5vSZ5}{ev(qqfVl~Y&7wBaMn-@adOhM z9P;{~9>Hq!xn+$Sd0W8MHR)7ScmK+cP<0iqPU4HWQ~uTH|KO{&K%Era>P^?u^AQ8~ zil}zX%V4$5$a}%Qf){;6woFO{ZL0ou#6B>a(E6LJ(RzXtRm zN@-sG;-xC?N3$={hA{B(%zO&rUPV1~QH4jI4x^I6lNm5~75$COADc^Wd`TRJnHSPP z0ud$UJavc}kQpJ(PUeF{Zhr4+aH zAE6hl6;($wb0$0#^1x3k+~vPacIAcqhyl%|UaJ_&izs!1zvxH!aJYDSrBg@FSE)Q|2@DYgRPUUN8j|NE-15;iplwoYFsF_|lYfnC@BUtAjSM5(Mzg zMY=PlS0b(Re?z%*EB1ysd`fA0=8HCN^5G|;w60)!<(G-5Y+5es+hz5QEqeTg8|DxA zXe{2JnM?3SqtB=lpf&>0T#*z~xqhL51|m}cF!VF|efX}hBE zT?1`Vd#$uQwQi9-g`3&UVFrL?0UZ5%Kp%e(1Bkkh-988&M3#uG#!!E>G6va;ziE4uewT}eA-NO_e5Y&5z)uza7qq^#<)tOW^(h9c z{09Tu&;088^`VfAS6xlb8)q1>k68-(kvs0!Fw|Z;m7n7u`Q(Z?GU+LHdHtEqZ#+F4 zpCaJ8&$rVobv#Qhx|C2OF29qi9UsRC1Fqyq@p`yZDF+dSCt^OY3wkW5NtmcPMrV>&Vx=hX0lJkzL;OGT3c&#I>!PhXe3a4%ohVL(d=}sm9le zK1I?q((VBHc7ibU;OMqIQUUTsS<}v>oia&It<|!jk{HZFx*yDSXBLU5E4+JR5HCDq zj?vlsei(@(KeL2zW!Gho?AVn4H_j7nbQ#hP5K={^7*?5 ziwj-}Xyp%)-9_ZE7&i1;%{G6Ginxg3$LGJ#$%B!f^G3fd;$Zxde1D!S4sMn`@Jx#F zGIu zS50_{34BdfCLUUS2=Ym}9&n07d|N&8PzVYzP5IsexL^5T`uXwA)Nqb4l<#KLDGOguvoX8Vao> z*eo)$RBA2xZXvW<*mZ8%O|@z^G+Jov-BnRy69o0MWSA^y3)r5ytOP40z+8|hX&CP# zHxGNR_90)%ErTBPjq%D5S=ifaxXIL}xU33|;CQ}ZMRxD-|LP*|XCZmMhR1ngqHxMd zE4QLq2p)9m{U%FKC3?dbj5^9PSAyPH;0n6S;bbZ{4_!TQ`ekYN{$mdmiioYhHZeRY zy1voN61KZE2RQiEojUf9>+QG_SI!Y~uhZQXG;Cxjg%9_ubY`boA%MOhBd@AxXy`@= z(rW3S`9k#W1V#StCnujco_@sun}?N^H557DB(gG}qN=DmGGn`U+$??!x%PjyW9P-U zD`EYS5GbKsX&$1v)u${bO!=NQLMQsM$K9{W+uNbxZPKO$h2@S;_4s=%PKhY_1S@eMQl@W=eLMl?kF&o?Fj zW$GH=dXF9XZbbqZBRcAFk0dlu0rPo1Wi}*;hIKsy((9iHQuogS587QeY~ggPx;PAR zr9&QzQlHg5T;M4z*7I$x>=OejwdR+1?O$kak;-{1#v;fX`vCamqo;?sGf%xmR$C_C z(S@GktPn*SxnHl_V&oZ%P59PByKtj+(2XhH^3KmaVwEHO)&w?o^TYUbs_XX;A3R2x zZU8H=Al8os_hwIV1A#86t3vc0poD>pQpMPPy(^ZBdZt5J^T_G|WV^$gLM}70YdxK4 zEG7Xkqt?P5_c(2nduCZYmT`x^`{ema^NLR73(YE(Dsh#t;}rHOr%*H-T5Q}`;?0og z=sJaJ8p}rjPH*7vl~gGn|MhEr>_a6fL6~U$QHC=J+)2#3V#6ZRq*zSDDHawMw$b}e zAE?nFZJF8_(f&QY1>^Guw|-eI;qC7#xc~yVAKGmyKE10GS;Z$X?|6Zoz{$(=B z>{puXdEK(OC<%qj)YZVVOr*$X&lo?z#BbgpNT^T$Rhx@9FWqm^J?2Yt#d>b>G=om; zr+4Vn>W01k;z;phqRD}psQinzHU{a ztvoS#B@vIgQCZ1}iR)+q8WKu1^p*ve)q=5`QYHH8^ReTM@k3!k1+@ue!kC=&>o5SK7WK|`1(F*Pm=4r&T_Fp_F z#DM(_xXcH$6cvB=GB@mVi%p{~c4&g$Qw}@+(0sJ_7t5r*Y1J4l zf-_LzT2IlA{&WO10zVZ={fWdR`O=vxJI=$AKRyT-^*2C}rKe&7$z=#L41&r4mBIV= z_d3(TXq=^v?@a9T&&MrHNKYqqN@xoK5p0-aqZ#+39;bl&VF*j@Gxt!KUL0EVePIUJ zL+Ez`K`#N{=Mcs%Pc`=Dpr$&sSw%3N!b@LH9)PK|cLKI920jwHj3rIT=YeoU?geye z7;*X^jN?iZR>>@8sYw0gPX9X)3!>Pw1{W}@i4gYf??{Z6Oix5qHN3Bq1)VcWT88AV zezYY~7={=$Ciw~J6r4KIHd$&vg}Rc!}IAR2*$ z(~G-ZOAQiJoR~B!$xlS#g@9>P4XfT6lBxUy1^+HFhpuj|UhbdAMHip^gJ*FZ{h``P zxHWMS!}52AE-t*#x(9gz0rCWMfa9H-MNy>gSAcynJgc#V=6Y_bBga6l2T`Zg6-1ni z@?l1X&-bz=tRgU}fZB<^K{XNAmp1`vuug0-z_z^vK=#d)$oJ|{Z5r2r&Yc$k9#XEx z%Jz0cfW$X4w+8^mNl~;^8BwtL*dvfL9E?wPgEItGSzGi=be4u4fFb zJ*sa?#B3FcBI^m&fj`L2T+W*B&}ftv>Z;#YG5J5!KL)xCZpzn(N5zj@J8X)dPLWo? z&R`q$aD~Lo#JRq3=w$-SZU#U7Utbq|_%Rbx(l2o9=qlXz^c@&fGfh&#$d($KQU*Fx zDRorv;2la05_j{-zg8Uv@1eLj3r@}gbhN(6_CG6!e;4pVXKvZO6To{&6az8{8s3;M zZcOik=vPZ*6~$&4k!Lq6;6HT&;Pgq?C3_qWRw?}Z{_I zqc>n2y_V#7*6;d4`@pwTvi;564A6NE9+8zyLqdpIJFyS-hR|0}YVe^D^xn3G0=}#G z$OAGMJ7hccsga~@{a(*G+9%I3wC%K8YkJ**i|3~QCr$N?J*F5YEw*cG37A3v3rRu3 zPFc>!x{WMc?+*X&M~K|o+|{Qj&noQg!{e6g;t2o3E|qr~f~uk>x6g_-7PJY6?gjdP ziYcn5>pVuZW$<|(pBm&7ve&Modms_rd+ZMZrpKd&{RAqu?ug3&Gte}$2_CvG?z%Dc zUb*gDGfM+=B@w~+O9jP9jO98jWQG?w3zb`v=Iw|Ob1nUW>(bO$x1&F_b{R5hab%x> z3CXBTX+6INoOvvsNP$dGPxiSNdPW8KW_YL7O3?8$g}N`VWy*1};cv|bSr>WBp9Tgc zr8jKun9BqMErn2)(syxtQANh$<(zlcxgJT`eQUuy^)b~J+Bt|B*7EQm9U zC6r?1xr3w^h3!T5zjs!>dvd1a#YP?C%FP*T(LH7F484I`t0{bV6HLVG9I4L**u%3d z`n4^fu6aCeY-mVws8I;#0qMn8)zpY`TY-l6R&UeI=b3C+h3|&RU6= z-U-op2ObU`K|*-4pmNrJ0rU6S$E&D)Ccr_d>Fy(SF#;gKNs0nw(JZRK-cO`bZc!F@ zsKE{K3=u$b9}XL8TaBzZ*-wL^AFgT$C-*i(WmhH6?LP|iX)7}ZVqu7al=@xMkc0+U z_+J&gPVZcR0tZ767919<5L@ZC44Js020-{PKDsFMDg~=nx>)p`*pz+_fHrw^Fy0 zClv{gvrvQ{!2joy0u@VqOR$FuGPib~?Xk29Td&R*9Xn8e3P1_~Fwadix^gp(=n5R6oV!tct z=4qqiiBkI-gYEUcXShJn;}fmXR}s#P@wNW~0dxp-bX)dCI=Vp}y^`IaTOf=6L5Oy) zyO2^=?Dt71e&%N^rXlpZ9h+Ah!Mb&PpN-TUGDy-jfge70SCEWY?AMb*Z5TpmF5F2? zReu91;OQ8y2&3l*%Zi30d%{=KI-3127P3dPJ7mjoEd*DR5Yyr4B}1|E&%_X5-_5o< z6R7BT$^Fzk2Ix}=L0!A?uGBQK`!|!718uLEy8T_uK39w8vYSelI#>1i>Zw1~!Z2Vz^yy;p}eG$;UsEJjQ-(g5u1YB%a~R z7>ihab5rr~X-TaF8JXb9@G|ZmBj&hc8=Y9k6VmU1R-u*wN1t*RoU!WNOsT2RXzN_{ z7@XtPKuYUT+#o$Zx6xaiGhh+2tu_>%MV@f1|X^Hds$?UN9o2;S2vjSoiceu3A96 zwWHZFvCiYw`DBGNQSsDxafJl3Q};{zqq9`%ck`T3sC%kqUlafdT~U*SfbHG%GKs{* zXTjG6Ak=yGnDu9+0z*I66>5&59e0%Cg1~!D%mb=`zmw*i&owUCYFo5eGtTOD2eQd74HxOA6Q~Fa zmYl_YJ;lIxmaunbxqJ6n$|g6*bJd0hu~x4H%`ENfa{6U%prlC+98j)4#3z-c9n&!P z6&H6Y>sS7^&-AOJkDCtHJcc$5qPbDheY8K5i5szfvxNQYPW+rfp~Bruuu-7ZU3A?|VZgx6U%Fk^Djy{uexEE1E=)A}*;$TAV;_@Yc!{$NnJf72wLOo>|w-jyyldx!t4mebQk%rFlB{ z?jt!_MKjQ=8W?{_d)tf-rX(!rukAq*|~H zczj(WP0bP(=t7cpT}> zrT3cMFMK(Ijo-A>u}dwi229Y=dT3;6%gO0$h^2bU1c!u#uq&gFLR8DN5w5XEQhy2_ z^@;PX1CoKho`O8%o5!MBx&MXZ)~TilXq$^r(v%_jV!!{az31iCY;5BUW#6{@7gZ}5=Liz$vQO2-|#=if{&w<&{83GawVlLwJB+J(M!Guk!DLo%tqNiSN{wN=aM zw6r12l;%6maj1xG&DQgD_@H~eD1@}1jR3fDFV2*V5tbr?O6Y5J<$UXX<>{uxAqFR_g??@lauU;&TFPeyxG2t)e+=2O`4DcnrXN z*(9gp{S~j&M{ip*_nFEk;6;AhcVqu4TWD*4fg+KXH5uHK3!c4i2BqmR=o>9wswKG6U*2@sgPCeB~#-9BUdy zH@-0Lu&t&_9sM8c^rNwRs~gh?ZC2$dy@ZSnM{i8u?|XZgb;+08ou;l+b zRKg|UGf9gG-3S_Ob^GKME<12y);$CUWi*o03@wFmQ z7}W(8-rX)txoB$}7Ok!ETu3w5J$9HZ1Go-#tL<7P&pr!^2mf-JTUN4|NZe1l6mgAY zaSdYL(FgQs)La{GN_%WBF4CVfdW*O!T3Mwf&y)WeCy^cbbp-$ZXuePJ0IsxW>nBot zo$~PysB~OBo@#x${3H++$z>n(>Z4@=W0zQz`W`9E{m4Zz_nDza_5p$mNZE)f_hNr| z#I18vg6Kzco0bFd-vBmp@Cm=-{N7zar8sjUe#q&~yA{f%oWMy<@Huiw5{rfjPg!v3 z*vEUgQs1UR#mZs>^aqmv7}u@`9x^gFZlde%4Cq|UHYe-)N+_T zl1Buhl=^$>4grN?T^g~dLQTnnc%k-{S1J{%-JZ%6mt)8faRww*7f350Lt?L044`Z# zKp)#E0dz`i@|aBV`)hyOyoHZYa5B@VMYogYszLXCSCl;x=XHOQ6jOfL1~C1}4hsz^ z=YE*a)S55z+Fh<4uIdqqIs2C24%v^v(wOM#*!=Z>LeB24YgQa4oH+$yAR*<`QRxlw z-swpfDNkR_a=aJ#X-Da0LoS>;tu77k!cL_Yk-2`}MK?K@>MLH`iL-isx$f>k*-LT{ zsl$+YDgoO6Zk4NZwTg3qMYBcTgk|Pj1$;aRozfN{5H7j#1y~rDC%R`rgF|!1DlhX7 zZ`$X$?SI(UN$SDQEsMDC{x0_fx`~kJdgjLeFX4JUi``7;tcyVw-8-CG)kFjznz%WU zPvZQf_iz6ax+sUv3`%-^Hv-XAi5NwPbjm^DE_N=^3*`jV3njyuD{q&^2(}f7Qca7P@4tytEutv=+I>wwz{GH+&mxTu+~&#ZRJWG1D5BuXlS+Pw za0=fS;8_AdlHKY_yWQ?MF3b}`lnlFyH$>lo!w!Jy#xI?Gbpg5Q1hd8)%bOz_H{K1R zE!M%W!Ag^#xX-mY-`Ffuj27`FkcI}$6Yb!9$|t5ZD^Fk7l~?tSU{@lV=NMgjy!Lm1 z40d#Q>iP*4qS+4dvGHgmbB0i7czooP%5H_fqc1cOth$561w=I4u4kYxgulvHRBG6lN?6 zO}#>k9p#z?Yi(B@>R25#MG5~+{(deWAD4d%6==>bsiqO9Kqs0X&8C?nLG8CspDS*; z(;z7Jcs0h1jzu3u1ZUl$BJTphL+(AN(=`5bSA5lM9c$Gve-lL+X1!Ho?-nK|Lz6^t z{3}7~sfA$eMO@z;pICG|26!OobO^@L2lmPVM>K)f(DWo=?syXfbDsezolJ1PEfV@S z<=|7)O#VRFU)ei_`q66IYUJDYs*`@8#o^-?Z?xJB#g@bPL_)vO328?NyM0i=Ovh^R zFrBPGrzmk9N6h&FIQA<2A@)HXWMr_$Ut24<@uqD*%U!IEtI)>PM~&-!3|`-9rHg-f zLRt)AhZ^RXw}+X@tXB%e$TAC^jlhHL`c*e6Lmh4t z5)Khp#WJM@*T&UI)D_&1xU3RO`HKG|^T_YK^rYQ*0_j@BvaCiw95uT*G%X272+v^1 zfz4R=z~ahuZ#05;XgVzkQ~(Q6l9-KxMIb|zZ5p(3de&#q4BK}K;o5jVQ# zN<+e-O4%vy%%^f?qh8%XB=$TMO;oirFhcGBk){$aBrWm_I(TExIsg~Zo5 zTx5hKRSHGZ=E3ffn>s06L=G46jbQ#c#~*yRNd5^F_9DkhTIJ4IogU;KsPl}n3)+!I zdCAYWsYyNSmpT|e%DP^w9n9XF_=9%2bIXCG0*z9*27csvxc-{ifm!_RBl;+6b+jTK z99IO3jJI;3Eun}Q*4q5n4spu^Z9*S3vMHXk^EHP~c_g-M?LMnKPhj4&m+7At*261A zT%|<)+h4@|rF970^d7Q)#vSWOhv*XHgs}V>!Qt1G7U$(OfMvSozSsCD;c08;Y^ZdoD;Aq0Y%n1c>Rq?{JTA?V7U z3H`;V6GmglMv$O-)yT-(UU1}&5+;jfKbc?o5D36pnH)1|yf)UU2SNhn=W!O|ZJvJ2w0pE2lMM_&S2o!>4oOM=jp!=^^XpUr`Kw%fv zN3O7+RBNW}!;9jMqjd^_Ds&Y9DBJuMgnFena_zm+(PM8<83k!+zmzx?x-_$-VI5oF z2=DC%-pCt^FDmLni0c@w;6y=9p%Mi65&%T?c0oqfiCz8RQIIYWDH-%-m2L z&0?CvX=_1A#a~Ywa|4aJX8l%<6y+1e%J|azzht_HEYEp@W<(qwJdp7s7d_}U@`t>$ zmm+{kZ!^A5ui=F`=T6bNMl2zB&DoeS%-z)C~GHsd~+Y^FJ+>AQU)h=}mIm=OKzHXAZThRMXH zW`?9$&*q2;-g?>_NDnngfE9m~XzCF(^A6mqXZL&pOWLG%y+d`appW=YM3&4HuaPT2 z%uvqauM@Ikx$GR8u?t@z4#dZ8fl#BQlK^^Ty9sRZ1hsW-7x@}u(WG4e)H9{4G%=Wd z?rdSX+8X`3=Y63-E4IlFw?|&}q%9P=FL(;LuL9T2e&+ldBQNrgT?X;EYZxRdIs{j@ z-RtV61G>^|GW^z%ipgLD#>oKLz>a`8;KK4z%+ya4E`hts2jCg^;}3@ z9!R*vetLOVyd}b5ms$wsEHM;YWP~D3?GZ{;Xb88AAr3Bc1 z5jK1{@h%6#_W?h4;la*W!mKff6l0F3T498fr!lC(Jh%CbUE7ZlosT+Rq&(=|8BFrR zHJBi(f1rLw_8z35`B>4CfvSlt-Z{@cZ1+wc-qkPQZ-%;`rP3r_KONk)ap z*d3>MwPqj*gH-m!#!Gy{Gqszl&Jhwx%vk&zwD0n_^2S$;Yq2Z=y(qq(A@fDDiX5|<*rGWQH=~cSZ0qO5)+8O(0?sHk z|5E3a3K0DJz{t>g^YzY60YgEoG{X_F;W;4+kDiacliU!Cx8%ptvqwhKw>Gn#xdrLf z7<+BJ`ip=}{*%L6CilRrf|2s6v!>xu`gs>Rh{J$pTHPw?E){MS_46P;H=5`L(I_yX zxn>|85u*WC!t{CgFaE7fm#YVtM)2aW`g!HYBc6bzbTblR*BhPZ&E>bTuTFDs?SO{FPIe@a%V zQXP(>DfVc)=a7Qp61`FLZJpe14$gk-2@8B@epK2pli=~j)uDI zh|F}5)BF?Tj5WII*6NUYko}n?WzlCZ3;wv%UO)dv=q^t)k*n2VFI$w*X;wcvb&!hQ zhL_CwM;d+9UY+HJQFVVDGH3S>rm_N^qFE95<0rMNIr?J1B!BIS|96omR`+6n{$G90 z{X3={Lo2)mcd4RT1A5tFh1^<%kA6^sR80q7lKLWY4Dx>a+lsTWu-Sb9bj_;9Qx<;w z++V9OA^K_3Kd}&bTRzfHeIee9Gk+`sEz!+Hl#e#$`>v79og0Pl4V3{o8O_2jHuD`CsuaLHI(kBcXCGJ=!U z+-u?}N?0zX01pY(Xt_|2|BoCp=h$UR^Tj~cgYs1reXI1rD1Q|NQ_98SA`t@S8*^V9 z_2|L#9v`OP*Q5`lFH`3V*gRty`VrzM1b=c#{tpR+lplt`(TCXXA_9ps@RsV&mNX^C zJ3CAxW<-Hwq3=_9<8Luu{91~w5r}r3r)K}ctUxqF>gJiBBCs4z!IuJc9Gr;wksKO| zHS2tk&nDNi0z2jNU*C?MPJaAv`qn|H{(5zhXOC8j?sL=^X?s60qd?z2uIs*LjNzP*Q$}W z3_fErJZkgNax>b7kSn7uJbD|Q_o=gD-*DwTD)NyL_(8RVlwtAz^g0 z5t?5IDnAsKs&-q`NqQnks9}7b7raP& zGE#aMo;`&%IdQObsokLT{M2)&*@1qGs-O?arJ>cv6fzc#6zqUNe8~Q{a?;jHEsZaX zzBTFr4nt~Nb)oZn${tu2zUlxfMy{ zj!b;i$f)t&`f{~#&!4NUlMwuUmt9VtQkBI`$wH`p0TxTB*Qf-VD+_W3zz=;22{PFd ze|@3fYkyPzW{f}k)6c(dzaWGN*GBA=4>QS>`@K1djN0ulymd`|IY0Z~pJ8Ah=0sXw z?WvpkP*v}$lO|f5#=k<+`#Txc18bUvmc|zs2S z1?YpV#2OIZX=3pC9qaht51}EP^R3~a6|d+&%R>9cBID8gZAh-X8Zth)i|>QBXlykf zi8*E;@ty1FKkpcZ4Ky|EOY)O{m%4!NB)@ewU4R|c8AnN|;Q3W0VYEEkmseRy%5yXR zp=C7%60rJ=Lw)FA=aj5F$)>Czx$N}{7~4;>(_~W4pYux!9;ys;D$xr)zHlpM^aQ1@ zO-z9Q83niKS9EuYu1uWrg-J*8P|xjrFXU1Jla<;5a@TJP_L1%LzrrX|vDpWp7ZX31eu-=l&m z)}tdkP#kKEnud~MQq4p__V6$geu^w~$$D3Qi|7v8R4@|%ewV1lnwoBd|-$WQ#ly$REj zXKsL~oH~+q+Sq|=}2e|ytjwkw&{O! z=oBg{G=vd@f(CDdkD4XR&vMnGxYUbGOM=}ZJ=QUOWVWXcu^Un2MTghW39@ct#Ql{p zdjY~jxa?o-4U=k02V}~6Nr?u3FW;O2cFvR=c%t!3F`T1N4iB|OPeCjXySd24myd9v zZLMjyF+85~;EaZwN6!)cEZv<^Tqc*-6O@Cdu4#l}#o*gC8 zz|$qgt+D&enoaT72|_&a8JPyK2_5x0_FrPRvjS^bpx@(8Y-z>3=my>@4ZsiXIL**a z<*(XtIr$y8Vwr{8*oF321c7sMJo24>5`Hn|Q$dP<{T9l`(*_W87Cu*-}`^v;t$2vXJ{7aVBlZj3Vur?$*nZwA+OFPvuKruEM z%`qIRn-w>wY6=mcPg(Y~eWjyqXewj4UKF>lqe?pC>f=qhFCYd`WEDk5QN&4s9a3nio$G z`mher-+DSJ=BC`GwvMu9nE`#%D_!7F9$B#2C<)CDu$xkDh3NnE6s=m$_N^DS8L=>stF`F+8Dl& zDV|^iK@p^Ms`N2y1PX>8kE}f%L_&thGV`akt~tCmnTw{=5?Bi2Cq2VAgU zXuDK~`}}0Cd7}p6hWWoE=id7Bwqm1SD{VjABFL@bH>7{v;<4u^)_;#H9_`)Xa4Ubq zO;T{8?#Z9)Y z4-lO&z19bnQoe0*Fi(&j5KrLae?6o$Yj=(7x{k4yv7Gfx}E_r4MPfmbsy zW$@hl9oT>JH^;ES`4@y(=VL9=lQ$^-Z@b5yQE1=mG2HLpHYlAu7`zth;eBIFmw(ng zJ@L(PwRqEPb>qRElTkW1j$2WPp-sty=5#qNcoASl%2sz5q}7q064;UpFtpj7EA9|n zt2~j8OP8<_pfcSLNWZcezfjp(yW&PX`M}fEfslu#hCw^+>woyBY3 z-S_!_P4X5hA3hrCH}4Xx=f}9}EJ8`&T(#S*^lmLj%GtM~CRaX6ea003C7#hu5p{YF zBq4jAnI*;!iovy}FEv=CQ6;MUQv`3UJxhvx*wy-u>2J1R>K<=A48q0J zwtH;hxLK{>IeoA~<`k#WZ8_CdZ;mr;IQ%y2!MH}fF+?HRxnBn6qLn-A)B+^|gRM!;5QAoLPsOC3-h||Gj4q zhcmrzKz=swf_(oU4Ro+tfHM6

UN7We0UUlP`{(N$ZHX^;-zWl z6-O*SUs?p~h%!wdqhmTc19F%5@9-6{t=&}_zYCw9nJPbs3QK(wth5Jp~pjMnM+ zpy(#ydPAdQBR00bWiuFkt-Du{i!(Cmgl499QgU~Nd}E|Qj6?&I-GNo3oU#*}0x9@` ztc?WApW$BD-ZkLM*(U_&PrnaBs(SwNde!_MEx*-MN%Aq$BeYoN0f$=mk2Uu&Q3uKI z-T4hJ$BB7nABA62m$^;uTRW0Vv3C^IUEYb<{&h0!?6GHB|4F8{qUunC3sEyiyvyI2 zQ~eeQPM-F&6zwBUYS34G{)=KZCSrbdSH9(B&L=r5a$|*~|2mW_b3}g{Xd;LzrzAWP z`DhWa`Oap3CR}`(EAPxvf^SW*MbG(+tY2T$?3bfdwVYsTO}ozO(;yZJKM|8u*WvmF zvvV3X!?O*|{A#}KmPslBP0K@AhFgRlawT=$`yZUMr9u~8zv2#}Tq=HGeT~+Wo@?Se zvyEfj)@ri;=l6|TAWIk<&U4zXj#wPqwzF37^Jywc^KjMvnev>&k-H3r}D-w z;qj$-3NW%nt)`gx`sL3 z@&`A6FIsPGUOCwXC70@`|EIMp4~H`B`lAv}g=8xtWDD7{%gDZj>|3Jjku@X?SwpgA z>}1avJ0aQkU1W=FjeVcV&dhgD@B3cg_5JaF%XNMIC71ho&biNhpXV&UbB-L{bK{tT zqr6-@oq@2Kj>*pg(ClT%ViurLRw6r(bCL@&;Zn*ThY|Qi^g}4|T^HzGE6OBzkjSAL zBI60W-M@@XwrfeXW}M9t=er4XDQ)rh0?D#IubAg|we|t--5laM@FI~EEclG`zgjC& zrPOLd1Rfj(!}RHH3P0+~jphEL{rkwE#5z;|&C&PI0-6IW(wZbvJ{RZUbED7sTX^!zW zjBhUIA!i+b^xWcFx8LQZQ?vT?d82{f>CYbJL90Lv5YFDN|Kb~AQv}$1QV)MK9}>?EBPo$#1GPJbe?#JJ-;|J(9VecBimn7f(hS*-M)ff zIdI|b#k>=~ELHpiYV)^|$mFW2@4@duxaGpgLJNHh{phdm-$9AB2b)t-XQ!+uB%vjy z4Fx;l1y&MyL1*^TxYR?bkG3jCjK#EPBd*ebteo%mh#vaJJ+QtL_V}qZuy^dDVq7D{ z8D7vW!iX_LS6ICtPs_wE^5!z6>b?V}#b?y^WkLYX-^FuNqc=0|UXtf>+g9^B(2{?I zK3WlnO9T4Qs+H6IvBhcl5V1RLSDCk@797lhgfAbQDGbFo)ShVK_5hp&>dmR&JKq&0 zQ?}H$oGY)^v(*T0R%L26d3eDsr)9t20$G(mvYImdHT+Ik!_R(nWMZ%~N{BLk-^vJ_- zWnb+8KR4z*9!$Y>^rPg~@u3`!_SWAx&RbA)Bir}n$N=iLpyT-Yhv+fuP&B#S+hF5W z_29wv`8TqwKJ`zka&u@czwP}jqSeLsL~1t!4KKlFTy5&LKE!kywxs~&tg>`#6Nx=y z?VGy;k#PlERpzlaY#Pb{;8qOasvqu><4z8cX$LSarh;GCt(NVxanRpY$d%^x6M$%n zIP81(U2m=+pf$v%Hj)AK7pKLE>1P?#6zp7sRb7NDV`*O~;NwT*f4A-h4d*YOz7`)~ z2N>)*75Rs{ePNoCU567KZ5&MQ4MK*q_d%#eXY$ER&&qJj%ij4=%0$sl0##WAs`fWM zi`hJPK{ehn{@B>2gt@T@kc0mtqe;p3qDGxoDS84@p>(hAHE! zti?I?RgG@8{>T#Y#dq?5x@_`~8+|XQOtL)=l$>)D) z`0P35Y2upLBgc~?^)mG}jLCj=tl`c>!apb%D)aPWf{e8PSp@vO9QDUDcmeb3mIV3T zs2U98^OcWQN9g=rj?gOuVU57ul~Uv{H5vN8?J_vmi$yK~-fw>`JZk97`teTdi z_SRCR{4g?yR9uBpR_hNkU*`+9XB=C_xp%1S z#WXT+07%M~`cje5%vecvzTT%o z*?wn=+s!+0F(ZwXT;ieYJXuN>-1+iDo2vS&v79E*I4be z(RcvQDhYT68V=_g)`tSj<2Z9jHSWc0U_MYh-#IqG;=|bPxI-;H%IiM7%N&eq*dby1 zcJ}MtxYR#lp;7QHPp5j%m*^dy&=&qY)lIX|+3x4WvppHcq0}#uCUi^dLVVVJhR4L8 zXx=p1wM6^WzrT29Ib&}v$gjE*`M%R{KM^RdT)(Kl3B5wP)S(_2$bFy`vzgDAfDG}J zN7iO2-fm|+3}Dm9r{kvE=V>O~S59p$w=)}gdVSx`7tv-g)(3Js-8dres#Q&!KJ(4a zkU~x?dTIEyWkW0$jXpHu3;no*-X+=;_`b@h#gxb{wRL{&_WCqqcpt6fyD_pTsG_+g z{X~=QYLuhzUW6hBg>sFP_wHvA_|tK{NLcOYGbpln46vfaa|5NR4!zh5`MhP54(t!K z>@78;Kg{BFMq1T79w|Rwyfy=Rbx45Jo@rg#_D9bLApPz)E;dhA5%fr43s+f-ttQ_- zUC|**IH4EV6(#aT5v!(A=APQ{_N0O~Fxk;IDzLo*vxr!mOOekWU2Z&U%cy7EiF;>f z${qllS*N~!wP8QtZJ3&iwN&?9cT;LX8`=2v7E9#>c%aD=P=eLZ)*?HPei4IK7Bn&X zM4-plkwW%&x*G<>15u*AzR}-|8gaErckW3_gHP@(eA(Ds@)?i78*;xPKkv={>h_cd zrqgFXxGyM(xb!-^rnuN@pHzrov7*4YBlMe$7Xhb&AbxnYkZTZPKppb=+XVUjEE|v;I7}5nbY~oyV~>olt^IT z^ohr!4PR*Arx=SwX^9#Z_^u7hQ#XuFegGqUT*k?`CdxMpv!dkT%_Ln~TFNKC6S{-e z$kVar_fe^M-?fv-G17{pOqPuwxTW!Bk^j4fCMb4!!ZLg}HYe1wUAur$II;Z^%vm$} zdPKQ;+B68aw7n>gn0e+2(ph7Z!DRrDDuu1cF)<6Dc3Kf(8rX*)cu3kT&d|jm zbgt5-i>l))DPXtgbcw|dr{FsZ$YwobK~q7&_XU`)*{zuyociK$^w74?(}QF#!5a-Z zdWs+Am!9)iXz)|2ZaQV&xt#s^E2vfj7AW_2R;S@WZRje$$>+rkXhy~lfEW2x16qHk z%OizRV(VYHoeE6Hy1MntqTWVuu3uA&&!}f8du+cnQ@wo*?^>RcYs7XEG`XKeoYFz) z)i6=9_p9A}r)3PB`lv9wj@E>aJ?~=au$K3DRsVcyqUurLU_9$Pv^)THW?Z+2Z<=Yf zlsi^~=p4v#@0IAZ{ou0uSFaEH6e+57n_q8s?b0GRX4><3-nN9sOa|Fp9BJY6!45Wx zvJ5BJ9=yail{e8If2YOW{wYFzgQ-IoI5JuT&VAI_c{Plce0QXmU=oeiJ5VL$F9}-1 zCB(!Q_oSuYwt@+Jtt2cnLTfOub2L;yMer9s{r4a3uiA@zyy(<$m!sBJ#a!C+8u0*C z#*I<9;qFJd5cLelcfl;nPN^FbdZi40 zO+ZZ%BEgjeL@EgN4yjbZt8l#xuM+R~yB1yR50NEhzPJf9sH-7iG72VjbboRf>{N`8 zq(i*uF4)0!o|lV`I+wa?bCu0Z5BHq%dpD z*x+eJ9FD|I`aKtMch&YKIi2Nm0!xGubf8***i^!8!7osXTY-QnE*1nW$XpB};jwGF zuN#4dduw@cbe>J4b*YV<`}@~^&t}lp02mtgzZ}iGOGQyx(CI)wD}zG@iB-yp_XIWa zcIg(M6^kC*146-cpK{R9b(#%C*Txa87prGMknqJu7r5@LsT&AQ*8Imnksal?c;~z_ ze0nWJAomkR3g8<;D81UwN>$^uO7tn9esPA&SlSD!!yG3Rm9p|sUzzb4H4htm+1<`^ zM8igjp?xt5J2J@T+q9ofK@HgNGva>a!+GblLIi+lAj+3x^kWPWR#W?3`5?2OS9&9g z!+^2w@XvTQ3_lJNjhnXS?*qP>OG41#jG!>}Og879n6-iwr}I2*!_o3=-7ULFTk&rv z3tP%+eyL;id_LV+($+-qpiYQj`PTL=RUvgm1LrzM0WCN5_sN{bhM8BIEmhV-a%=LfsEQUo} zzMMB#nMAcayX!8Vh&0?mAx>9?`s7vSrD&E>xt`c~O1rvfD)LNuS-USX@-19E3>F!` ze_NcS?lSn9xz9GIC-tVy?)7aCyf?!Y;SYCy&#J|uXSQL<(`n@%1=1JoF=57<(|-0p zBLNR;F~i~AGS3S+!;d5GtCx(X78`8A@Z^n$i;1YQ2THcVJJn2Q>y`AdL-a^%Xq%a9 zsJUh5TfS$fEtNKL=#jMql~}2h4kq>Dtuk7(feP3L(-m?E#Mvq;$PtoX zB}&OS^|~gO72SzO@_dIb&f>6*I!neVe;(J7WgO33SC=l_ z$3$({pB(q{oi)FWJAoZqu0+4i+DE52!Cde~^NYr_zVrEwXP$VT3}6|cLiLPYy2??U z;Syz4v)km3LXSr7Z%`I>G>PvbY=eg<-46+S(GRBD%*Agv;4qp5~%+-56-E~`abYtuZSZf{!TadL5AP9 zCawX06ouPq!Y~zos#q_r5G&kXWSTu0^*+FzmPk9;lz*r{h&CBUe*vdJe*lbF03+4) z^o}F%sI2iJk;a;U#R^gQ@KIaA4v}yj*?QcZl69U$3dJU&(B1q2*!{tuGA|AE^j1Vl zpL%Z3oNZJL%2pFzIfvKNvx=vg)kaupQT4+b4;Lc*BMC1RQ&x>|;tGG>I2-Cncxw{{ z7jFaGAa)-%>xVz%YdjUywE(|{khvmgxifB&K0cTF0*37xJ`Ns=N6dyQASHQwE@}l8|O6wxT4CRnxwc06Z%QfO= zE2A&7+avdRdj(&ah#+yiua*bWLdlu_n`arOD9HkF3HUegZ?|{hzLUOjAQGASkPZ-2 z%+m{g48N6XNctI0@h)Ia{-I2W+_Tlw=FwJW0=b6t|7UsKKIfGl>Uiz~JM^~th&)f} z%PjxMk)wxHsQzLka_A+2Jb$5y*Wh&hkK+HgXGZ}(LH`eDhyLQPRN|Jd~ZV+D%k#X0cdT+OH zq*q}@lx?m@)P)FM3l~~XgGC1#H>otUeRZjO#LA)=?kPs)^OPr7f$pq01D=gNDmz?# z;^~p2ikJ0|Ij7i+JQvM-d6e2_Ow#W*NtJ(Gz-9N}8gF%Q`K1E8 zWT9jHd?GU}@8_S+kOc+`@b8RAx#9VT!&=?wXTvr{v$xRaVOEL*Ie8eTmr)lP^D_B5F;?zV@=aok zWM9ng#VUU-3Moh?4U&6+A*}z~t(!y~#1Wpq1393pr>Rt{&Yz9@zfJfALKJZbn210+ ztY8b~qcz)>3QoFYCg&`CrLjx)-&f@xS|MLX{zh4+@`}3OIffh5J+l0e;biSl> zFmTiILs_oMIBEjnR?OsHbfs|CE;Sc*EWb3yEBJ5&Xcz2rE?#})txKDot%uI0KBqs( z2Y7lt>V7#^_hO|6vB&mt3rk=%P!6bIu)L*we#w;R}N+G57lbz5a;Y zO2f2$*(l2*rJ`z+iEo{mZp{)V8dUm>#72m#r&S#4I)2eM4gOlC7>K2$tb2RXUifW9 zIfmq+_m`3kH)igr083)*b0;ZFg=Ej*`#&$uQLo`2=AH3UDa;SXrrMur4KX&2CNJy% z!kobyXSdI4W4i%8$LFIXN&iWYDiwLalG|CT+B+8LO`_#?eY-N~9+%W+m&!;b5-FS? z6rQy*IMG|~pt-HSdV?>VbA<H4NlW^Y@DAd9h9}dAAD`4goD8sBzzD9FiF2wVH4EV?F=3=U^m`z#+ zYk~%6TauXaH!eMW=Q1T=(0kX;jn-&P6~7U?(4ll+_hGg<8xbjZUQo@-8IFNpjEf(Px*E~y@=(^>iX0+e!9z2VAVea2nRuUSj?$NW%OCVZ55(S@sqrN zP6N6mKf6P$Ua0Z(l1gf8rpM8W(h#rc{TRbqr?> zoHP|xEl0|K+nh@Nmj86@V^bIFdbO+Q+khmEQH~O)4{eNY0`#=2&bAM*3rhEN?_IH# zE$)V9PEj@k1u_{*o4P1^o#s!Bz80)DbFr%Y5Q0d1$c+-#+KUPj-|z16)#NnE~LR zSOb?)tDQ~U%o4N7+1ldPa4H`9bE7MqD+hQBy~{))#P0*BFW#P_0(uzb8S|Dw_aO&y z!d8a_jP+NaGv_5yKE&|CPsE#`SF*NfQ;wATOUH3~W)hBJzZNWNl9(T-T_?6U#@AL= zJOn2qn5atxaHwsJl5bLZ`;ms*1>2g5#$cZV0T%M~UX)$QT8>Xgy+Jd3@hg3%_`H4# z4y93;=hrPZ?tr_HDPLqIXf`8{OPr*6qe(7df5{YKzU}^B@b|2g_s-FA(67x zAc|;ZNw5v4G9J-y@amC4nt}}h%g&O=-skgqi`LK;!}rr>*dhLxqk%PD!@H;oT8)7ZR#z<0w}_M~zAf5&faYs12(Xa1PzM%yU!AoY4h~s1OQ2(9w0 zb@4ppJHbr>^_c0^abjs3ntmXaNUeERWlD0eHL7G(Rnmv`ncIliJt30hWg7T+i^mVc zYzC2W9w4mpJ+EZtPBwKjiB966BgV!(%{#|n`8beu%A&U+6$~NMawD*~364YsQ>g~b zJ@)bM1Y7rel1ZfN=qN?Uv%1G)D$c>Ihf70(qBASo#I+C4HoO*btG2ShGyppoR=_5NP6EpY<{* z=>Q*L$VGx{Sju8$lrGg=Kf{%@?1ix6m<8Ryr|%G)kGzyxr?TJX(uLw{_RZlC{|Obs zpVOrI=qKmxX`>!*5<&FUfRpKu{WF_X^G;*!#pIqDq$$$t&MQzZ^loC2%q0O-bp3sc zbNax3({63PshXeUGfBy@)C}QAKQBW>{;?h~si5_!#y-a3M;DUFe~NHRnkIi1e%?Ph zOFaG2tzgJ%U@hEJ{%!h;62yFwa8<-iI6~u>kDT=jE946++{?BtlTkdqalsIX=pzD6 zToNfbjMQK`DkHR~+@X5P9bvmiKCJr2tJuP>yqu?kM>28HwUP$n(D_g2XbuU+Lu1{O z^Wuaa8X?l^_MB?I1`>OShvW=C+Z(3p$#B{h_(_&{N!=>x}xn#lqL(}N&^ zp-lbVwTUmyZU-V`N#%jLRie})w4RhE3R(oUQoV_XT=2Cl3AASdEx#ZT6$K6XVp;Qm F{{TyxR9XN4 diff --git a/Fig7_PyGMT_datetime.py b/Fig7_PyGMT_datetime.py index 22d8b33..7e13fca 100755 --- a/Fig7_PyGMT_datetime.py +++ b/Fig7_PyGMT_datetime.py @@ -1,9 +1,44 @@ +import requests +import pandas as pd + +owner = "GenericMappingTools" +headers = {"Accept": "application/vnd.github.v3.star+json"} + +for repo in ["gmt.jl", "pygmt", "gmt", "gmtmex"]: + timestamps = [] + page = 1 + + while True: + r = requests.get( + f"https://api.github.com/repos/{owner}/{repo}/stargazers", + headers=headers, + params={"per_page": 100, "page": page}, + ) + data = r.json() + if not data: + break + + timestamps += [s["starred_at"] for s in data] # full ISO 8601 timestamp + page += 1 + + timestamps.sort() # ISO strings sort chronologically + + df = pd.DataFrame({"timestamp": timestamps}) + df["cumulative_stars"] = range(1, len(df) + 1) + + print(df) + df.to_csv(f"star_history_github_{repo}.csv", sep=";", index=False) + + + +# %% import datetime import pandas as pd import pygmt from pygmt.params import Box +stars_step = 20 fig = pygmt.Figure() @@ -15,19 +50,14 @@ for wrapper, file, color, symbol in zip( ["GMT", "GMT/MEX", "GMT.jl", "PyGMT"], - ["gmt", "gmtmex", "gmtjl", "pygmt"], + ["gmt", "gmtmex", "gmt.jl", "pygmt"], ["238/86/52", "253/131/68", "149/88/178", "48/105/152"], ["C", "T", "I", "A"], strict=False, ): - df = pd.read_csv(f"star_history_{file}.csv") - df["Date"] = df["Date"].str.split(" \\(").str[0] - df["Date"] = pd.to_datetime( - df["Date"], format="%a %b %d %Y %H:%M:%S GMT%z", utc=True - ) - - fig.plot(x=df["Date"], y=df["Stars"], pen=color) - fig.plot(x=df["Date"], y=df["Stars"], fill=color, style=f"{symbol}0.2c", label=wrapper) + stars = pd.read_csv(f"star_history_github_{file}.csv", sep=";") + fig.plot(data=stars, pen=color) + fig.plot(data=stars[0:len(stars):stars_step], fill=color, style=f"{symbol}0.2c", label=wrapper) fig.legend( position="jTL+o0.1c+w2.3", box=Box(fill="gray95", pen="0.5p,gray50", radius="3p"), diff --git a/star_history_github_gmt.csv b/star_history_github_gmt.csv new file mode 100755 index 0000000..06298f0 --- /dev/null +++ b/star_history_github_gmt.csv @@ -0,0 +1,922 @@ +timestamp;cumulative_stars +2018-08-13T02:28:37Z;1 +2018-08-13T05:26:43Z;2 +2018-08-13T07:05:33Z;3 +2018-08-14T18:26:20Z;4 +2018-08-18T03:46:35Z;5 +2018-08-18T05:52:13Z;6 +2018-08-18T07:08:43Z;7 +2018-08-19T15:31:03Z;8 +2018-08-24T08:12:49Z;9 +2018-08-28T00:28:19Z;10 +2018-08-28T12:19:00Z;11 +2018-08-29T04:13:32Z;12 +2018-08-30T15:34:51Z;13 +2018-09-03T15:25:32Z;14 +2018-09-04T06:51:02Z;15 +2018-09-07T17:45:11Z;16 +2018-09-13T05:49:17Z;17 +2018-09-17T14:36:07Z;18 +2018-09-19T01:46:31Z;19 +2018-09-19T15:15:01Z;20 +2018-09-20T13:56:58Z;21 +2018-09-21T09:00:03Z;22 +2018-10-02T10:34:36Z;23 +2018-10-04T18:32:07Z;24 +2018-10-09T08:03:27Z;25 +2018-10-10T02:36:09Z;26 +2018-10-11T14:00:05Z;27 +2018-10-14T10:00:22Z;28 +2018-10-17T07:27:29Z;29 +2018-10-23T11:47:21Z;30 +2018-10-23T23:39:00Z;31 +2018-10-25T14:05:04Z;32 +2018-10-28T14:24:54Z;33 +2018-10-31T06:49:02Z;34 +2018-11-02T19:26:45Z;35 +2018-11-05T14:25:12Z;36 +2018-11-08T09:06:36Z;37 +2018-11-11T11:07:21Z;38 +2018-11-14T06:53:00Z;39 +2018-11-14T10:45:47Z;40 +2018-11-19T02:27:18Z;41 +2018-11-22T14:30:33Z;42 +2018-12-01T04:52:09Z;43 +2018-12-03T03:00:46Z;44 +2018-12-03T03:01:16Z;45 +2018-12-03T03:30:40Z;46 +2018-12-03T03:55:45Z;47 +2018-12-03T22:50:17Z;48 +2018-12-05T16:37:00Z;49 +2018-12-06T08:20:08Z;50 +2018-12-09T07:06:57Z;51 +2018-12-11T13:13:16Z;52 +2018-12-13T09:57:24Z;53 +2018-12-18T01:32:11Z;54 +2018-12-18T04:45:12Z;55 +2018-12-20T16:30:03Z;56 +2018-12-21T13:24:21Z;57 +2018-12-27T12:04:11Z;58 +2019-01-03T01:20:17Z;59 +2019-01-04T13:18:35Z;60 +2019-01-04T13:37:11Z;61 +2019-01-04T20:15:59Z;62 +2019-01-04T21:03:10Z;63 +2019-01-04T22:10:21Z;64 +2019-01-05T03:34:35Z;65 +2019-01-05T09:46:25Z;66 +2019-01-05T11:53:13Z;67 +2019-01-05T14:42:53Z;68 +2019-01-05T16:12:33Z;69 +2019-01-06T03:28:14Z;70 +2019-01-06T03:53:52Z;71 +2019-01-06T04:07:03Z;72 +2019-01-06T04:50:12Z;73 +2019-01-07T11:27:19Z;74 +2019-01-07T14:13:40Z;75 +2019-01-07T15:53:48Z;76 +2019-01-07T16:10:44Z;77 +2019-01-07T17:36:34Z;78 +2019-01-07T18:58:54Z;79 +2019-01-08T00:50:17Z;80 +2019-01-08T02:29:20Z;81 +2019-01-08T03:34:41Z;82 +2019-01-08T10:50:57Z;83 +2019-01-08T12:40:07Z;84 +2019-01-08T14:06:36Z;85 +2019-01-08T16:52:23Z;86 +2019-01-08T19:21:03Z;87 +2019-01-08T23:18:34Z;88 +2019-01-09T00:01:41Z;89 +2019-01-09T01:40:27Z;90 +2019-01-09T05:50:12Z;91 +2019-01-09T07:49:56Z;92 +2019-01-09T09:03:29Z;93 +2019-01-11T04:34:50Z;94 +2019-01-14T04:34:06Z;95 +2019-01-17T15:04:00Z;96 +2019-01-19T21:42:09Z;97 +2019-01-23T02:00:45Z;98 +2019-02-01T13:07:53Z;99 +2019-02-01T14:06:42Z;100 +2019-02-01T14:51:46Z;101 +2019-02-01T17:22:35Z;102 +2019-02-01T17:33:40Z;103 +2019-02-01T17:59:35Z;104 +2019-02-01T19:34:39Z;105 +2019-02-01T20:31:00Z;106 +2019-02-01T21:32:29Z;107 +2019-02-01T22:22:04Z;108 +2019-02-02T00:13:34Z;109 +2019-02-02T06:57:18Z;110 +2019-02-04T14:16:33Z;111 +2019-02-09T11:47:46Z;112 +2019-02-12T10:21:50Z;113 +2019-02-12T14:58:58Z;114 +2019-02-13T09:33:12Z;115 +2019-02-13T14:38:57Z;116 +2019-02-15T19:58:48Z;117 +2019-02-18T08:53:57Z;118 +2019-02-18T19:18:27Z;119 +2019-02-25T15:52:12Z;120 +2019-02-28T23:16:39Z;121 +2019-03-01T23:03:02Z;122 +2019-03-08T14:57:05Z;123 +2019-03-09T04:18:50Z;124 +2019-03-09T05:34:11Z;125 +2019-03-09T11:54:19Z;126 +2019-03-11T00:08:05Z;127 +2019-03-11T13:15:26Z;128 +2019-03-14T04:06:47Z;129 +2019-03-14T05:35:33Z;130 +2019-03-15T16:30:22Z;131 +2019-03-18T11:02:50Z;132 +2019-03-21T22:47:55Z;133 +2019-03-22T09:01:12Z;134 +2019-03-25T01:00:20Z;135 +2019-03-29T23:13:34Z;136 +2019-04-02T13:24:03Z;137 +2019-04-03T18:01:59Z;138 +2019-04-04T10:37:37Z;139 +2019-04-07T16:50:50Z;140 +2019-04-08T22:06:03Z;141 +2019-04-09T01:08:07Z;142 +2019-04-18T06:31:25Z;143 +2019-04-22T11:44:31Z;144 +2019-04-28T22:47:13Z;145 +2019-04-29T21:54:30Z;146 +2019-05-01T06:24:28Z;147 +2019-05-03T16:58:29Z;148 +2019-05-06T09:09:51Z;149 +2019-05-22T17:42:07Z;150 +2019-06-01T10:23:00Z;151 +2019-06-08T18:09:08Z;152 +2019-06-09T11:13:27Z;153 +2019-06-17T15:58:46Z;154 +2019-06-19T02:39:21Z;155 +2019-06-20T06:38:14Z;156 +2019-06-23T19:18:38Z;157 +2019-06-24T01:18:41Z;158 +2019-06-25T12:45:13Z;159 +2019-06-26T08:06:03Z;160 +2019-06-28T03:29:58Z;161 +2019-07-04T09:19:50Z;162 +2019-07-04T10:59:07Z;163 +2019-07-04T19:48:55Z;164 +2019-07-04T21:38:10Z;165 +2019-07-05T00:14:41Z;166 +2019-07-05T13:07:22Z;167 +2019-07-06T03:47:24Z;168 +2019-07-07T14:34:31Z;169 +2019-07-08T18:02:11Z;170 +2019-07-09T13:59:46Z;171 +2019-07-09T15:41:54Z;172 +2019-07-10T03:13:05Z;173 +2019-07-10T16:06:04Z;174 +2019-07-10T19:10:49Z;175 +2019-07-12T06:56:57Z;176 +2019-07-22T03:50:46Z;177 +2019-07-24T13:35:49Z;178 +2019-07-24T17:38:49Z;179 +2019-07-24T17:40:54Z;180 +2019-07-27T18:49:03Z;181 +2019-07-30T05:42:46Z;182 +2019-07-31T01:18:37Z;183 +2019-08-01T11:21:13Z;184 +2019-08-01T16:49:54Z;185 +2019-08-03T19:41:30Z;186 +2019-08-03T21:04:14Z;187 +2019-08-03T21:27:08Z;188 +2019-08-04T02:17:54Z;189 +2019-08-14T09:14:38Z;190 +2019-08-14T23:29:09Z;191 +2019-08-17T05:34:49Z;192 +2019-08-22T06:34:26Z;193 +2019-08-29T22:54:11Z;194 +2019-09-03T20:12:06Z;195 +2019-09-05T05:01:32Z;196 +2019-09-05T19:41:26Z;197 +2019-09-06T18:04:51Z;198 +2019-09-08T17:01:06Z;199 +2019-09-08T22:54:58Z;200 +2019-09-10T20:41:43Z;201 +2019-09-13T05:13:10Z;202 +2019-09-18T14:27:40Z;203 +2019-09-24T17:08:43Z;204 +2019-09-25T09:21:44Z;205 +2019-09-26T04:01:41Z;206 +2019-10-01T17:33:39Z;207 +2019-10-03T12:06:54Z;208 +2019-10-10T01:30:52Z;209 +2019-10-16T07:31:43Z;210 +2019-10-19T16:17:42Z;211 +2019-10-19T16:19:21Z;212 +2019-10-19T17:10:02Z;213 +2019-10-19T18:23:31Z;214 +2019-10-20T03:20:02Z;215 +2019-10-24T14:17:28Z;216 +2019-10-30T17:45:49Z;217 +2019-10-31T09:08:45Z;218 +2019-11-01T20:21:29Z;219 +2019-11-01T20:28:18Z;220 +2019-11-02T07:24:31Z;221 +2019-11-02T07:53:54Z;222 +2019-11-03T17:03:13Z;223 +2019-11-04T09:02:23Z;224 +2019-11-04T13:22:51Z;225 +2019-11-04T19:19:56Z;226 +2019-11-06T10:58:10Z;227 +2019-11-07T07:35:13Z;228 +2019-11-10T08:42:20Z;229 +2019-11-12T22:15:10Z;230 +2019-11-14T20:34:31Z;231 +2019-11-17T19:15:33Z;232 +2019-11-19T08:09:50Z;233 +2019-11-20T22:03:56Z;234 +2019-11-22T05:44:21Z;235 +2019-11-22T07:42:05Z;236 +2019-11-22T10:23:56Z;237 +2019-11-25T12:08:58Z;238 +2019-11-26T06:16:59Z;239 +2019-11-27T09:37:17Z;240 +2019-11-29T22:08:02Z;241 +2019-12-03T11:57:07Z;242 +2019-12-09T21:39:06Z;243 +2019-12-09T22:12:48Z;244 +2019-12-09T23:27:29Z;245 +2019-12-10T00:43:53Z;246 +2019-12-13T12:24:36Z;247 +2019-12-16T03:16:27Z;248 +2019-12-17T06:35:31Z;249 +2019-12-17T17:36:44Z;250 +2019-12-18T04:13:26Z;251 +2019-12-18T06:15:32Z;252 +2019-12-18T22:23:11Z;253 +2019-12-19T01:25:44Z;254 +2019-12-20T07:01:54Z;255 +2019-12-20T07:24:12Z;256 +2019-12-20T09:12:30Z;257 +2019-12-23T19:20:09Z;258 +2019-12-28T13:54:47Z;259 +2019-12-28T15:05:09Z;260 +2019-12-28T22:08:51Z;261 +2019-12-29T01:14:59Z;262 +2019-12-29T06:23:02Z;263 +2019-12-30T06:39:09Z;264 +2019-12-30T07:04:14Z;265 +2020-01-02T11:20:33Z;266 +2020-01-04T12:57:46Z;267 +2020-01-07T16:13:29Z;268 +2020-01-09T08:39:51Z;269 +2020-01-10T02:37:27Z;270 +2020-01-13T06:00:04Z;271 +2020-01-14T14:20:39Z;272 +2020-01-15T16:34:03Z;273 +2020-01-16T18:23:53Z;274 +2020-01-17T12:20:29Z;275 +2020-01-20T22:24:21Z;276 +2020-01-24T03:46:48Z;277 +2020-01-25T00:19:47Z;278 +2020-01-25T20:22:10Z;279 +2020-02-02T10:14:15Z;280 +2020-02-05T02:54:12Z;281 +2020-02-05T15:36:33Z;282 +2020-02-06T07:01:20Z;283 +2020-02-07T05:22:59Z;284 +2020-02-11T15:21:01Z;285 +2020-02-13T22:01:18Z;286 +2020-02-17T09:48:12Z;287 +2020-02-20T08:37:09Z;288 +2020-02-20T09:06:44Z;289 +2020-02-25T07:09:05Z;290 +2020-02-25T08:29:52Z;291 +2020-02-25T10:30:57Z;292 +2020-02-27T01:31:30Z;293 +2020-03-01T12:59:25Z;294 +2020-03-02T05:55:33Z;295 +2020-03-05T04:16:31Z;296 +2020-03-07T16:58:38Z;297 +2020-03-10T19:18:51Z;298 +2020-03-11T02:56:19Z;299 +2020-03-13T08:00:52Z;300 +2020-03-13T21:27:49Z;301 +2020-03-17T00:01:28Z;302 +2020-03-17T09:47:21Z;303 +2020-03-19T10:38:47Z;304 +2020-03-25T14:24:50Z;305 +2020-03-26T08:37:59Z;306 +2020-03-28T05:21:40Z;307 +2020-03-30T17:13:54Z;308 +2020-04-01T19:04:01Z;309 +2020-04-02T12:22:10Z;310 +2020-04-03T01:08:54Z;311 +2020-04-03T07:28:09Z;312 +2020-04-04T00:28:27Z;313 +2020-04-06T12:37:29Z;314 +2020-04-07T02:48:01Z;315 +2020-04-07T04:34:31Z;316 +2020-04-09T20:19:46Z;317 +2020-04-11T04:01:14Z;318 +2020-04-19T03:32:00Z;319 +2020-04-19T08:48:00Z;320 +2020-04-21T12:16:15Z;321 +2020-04-22T15:43:38Z;322 +2020-04-23T13:54:22Z;323 +2020-04-25T16:49:24Z;324 +2020-04-29T05:22:32Z;325 +2020-04-30T01:49:49Z;326 +2020-05-02T13:28:07Z;327 +2020-05-04T23:53:14Z;328 +2020-05-08T14:07:24Z;329 +2020-05-09T08:09:36Z;330 +2020-05-16T19:39:04Z;331 +2020-05-16T21:08:54Z;332 +2020-05-16T22:01:47Z;333 +2020-05-17T06:04:53Z;334 +2020-05-17T23:53:58Z;335 +2020-05-19T10:17:02Z;336 +2020-05-19T11:16:25Z;337 +2020-05-19T13:40:10Z;338 +2020-05-19T14:51:17Z;339 +2020-05-19T18:10:54Z;340 +2020-05-19T18:55:12Z;341 +2020-05-19T22:07:15Z;342 +2020-05-23T07:53:25Z;343 +2020-05-23T14:36:00Z;344 +2020-05-24T16:10:25Z;345 +2020-05-28T19:28:44Z;346 +2020-06-01T05:44:59Z;347 +2020-06-03T03:44:44Z;348 +2020-06-05T12:22:34Z;349 +2020-06-11T12:48:45Z;350 +2020-06-12T06:34:25Z;351 +2020-06-13T23:37:06Z;352 +2020-06-14T10:12:32Z;353 +2020-06-18T00:25:56Z;354 +2020-06-19T09:42:39Z;355 +2020-06-21T04:54:33Z;356 +2020-06-23T08:17:04Z;357 +2020-06-24T08:32:08Z;358 +2020-07-01T08:29:46Z;359 +2020-07-08T05:11:03Z;360 +2020-07-08T07:27:05Z;361 +2020-07-09T00:47:17Z;362 +2020-07-11T06:19:20Z;363 +2020-07-12T22:11:25Z;364 +2020-07-14T13:22:35Z;365 +2020-07-14T17:57:35Z;366 +2020-07-19T21:32:09Z;367 +2020-07-25T23:35:05Z;368 +2020-07-30T00:51:19Z;369 +2020-08-04T08:19:00Z;370 +2020-08-07T02:52:15Z;371 +2020-08-11T21:05:17Z;372 +2020-08-13T02:36:54Z;373 +2020-08-14T09:25:01Z;374 +2020-08-14T17:07:33Z;375 +2020-08-16T02:42:56Z;376 +2020-08-19T15:37:33Z;377 +2020-08-20T09:48:08Z;378 +2020-08-24T01:45:25Z;379 +2020-08-27T15:19:53Z;380 +2020-08-28T12:13:16Z;381 +2020-09-08T11:30:38Z;382 +2020-09-09T03:23:25Z;383 +2020-09-10T11:02:03Z;384 +2020-09-10T18:14:27Z;385 +2020-09-11T15:26:05Z;386 +2020-09-15T17:25:20Z;387 +2020-09-21T14:45:30Z;388 +2020-09-26T00:45:59Z;389 +2020-09-26T08:50:10Z;390 +2020-10-07T12:11:13Z;391 +2020-10-08T16:03:59Z;392 +2020-10-10T01:52:40Z;393 +2020-10-11T02:28:00Z;394 +2020-10-12T15:38:15Z;395 +2020-10-15T11:42:16Z;396 +2020-10-25T03:52:10Z;397 +2020-10-27T15:02:30Z;398 +2020-11-09T13:27:06Z;399 +2020-11-15T12:48:22Z;400 +2020-11-20T03:31:01Z;401 +2020-11-21T07:43:33Z;402 +2020-11-21T15:00:35Z;403 +2020-11-23T10:48:15Z;404 +2020-11-26T06:25:42Z;405 +2020-11-27T02:57:05Z;406 +2020-11-30T02:39:40Z;407 +2020-12-11T09:08:27Z;408 +2020-12-14T06:57:54Z;409 +2020-12-16T01:52:38Z;410 +2020-12-16T17:10:53Z;411 +2020-12-17T17:52:24Z;412 +2020-12-18T10:30:59Z;413 +2020-12-27T05:58:17Z;414 +2020-12-28T17:52:09Z;415 +2020-12-29T07:52:04Z;416 +2020-12-29T15:35:35Z;417 +2020-12-31T03:22:44Z;418 +2021-01-03T21:18:40Z;419 +2021-01-04T09:29:21Z;420 +2021-01-06T04:50:58Z;421 +2021-01-07T13:44:49Z;422 +2021-01-09T18:48:22Z;423 +2021-01-11T19:39:13Z;424 +2021-01-15T02:01:22Z;425 +2021-01-15T11:02:18Z;426 +2021-01-20T06:02:18Z;427 +2021-01-21T09:07:51Z;428 +2021-01-22T02:26:24Z;429 +2021-01-22T14:53:51Z;430 +2021-01-26T08:55:34Z;431 +2021-01-27T07:39:36Z;432 +2021-01-28T06:27:14Z;433 +2021-02-02T21:32:14Z;434 +2021-02-03T10:22:10Z;435 +2021-02-05T01:47:18Z;436 +2021-02-06T00:45:35Z;437 +2021-02-06T07:32:53Z;438 +2021-02-07T01:58:30Z;439 +2021-02-09T20:13:38Z;440 +2021-02-12T05:48:36Z;441 +2021-02-13T16:35:07Z;442 +2021-02-18T21:01:50Z;443 +2021-02-24T02:19:25Z;444 +2021-02-24T06:07:02Z;445 +2021-02-24T21:49:55Z;446 +2021-03-02T08:55:16Z;447 +2021-03-05T09:27:15Z;448 +2021-03-07T15:36:46Z;449 +2021-03-15T19:40:17Z;450 +2021-03-22T06:06:45Z;451 +2021-03-22T14:16:00Z;452 +2021-03-23T23:58:55Z;453 +2021-03-24T14:14:52Z;454 +2021-03-30T00:31:12Z;455 +2021-04-01T09:53:05Z;456 +2021-04-01T13:31:18Z;457 +2021-04-02T03:09:33Z;458 +2021-04-02T19:57:31Z;459 +2021-04-04T09:43:29Z;460 +2021-04-06T04:11:24Z;461 +2021-04-08T09:56:26Z;462 +2021-04-09T23:46:07Z;463 +2021-04-11T06:33:38Z;464 +2021-04-14T04:00:22Z;465 +2021-04-14T16:33:19Z;466 +2021-04-15T18:41:49Z;467 +2021-04-18T23:52:39Z;468 +2021-04-23T06:27:58Z;469 +2021-04-26T13:20:02Z;470 +2021-04-29T14:31:30Z;471 +2021-05-02T22:58:41Z;472 +2021-05-05T14:30:50Z;473 +2021-05-09T09:45:13Z;474 +2021-05-10T07:25:15Z;475 +2021-05-12T02:38:33Z;476 +2021-05-15T07:43:41Z;477 +2021-05-26T08:23:06Z;478 +2021-06-01T22:33:48Z;479 +2021-06-02T11:07:57Z;480 +2021-06-09T01:22:43Z;481 +2021-06-09T03:55:34Z;482 +2021-06-09T11:24:50Z;483 +2021-06-10T00:53:03Z;484 +2021-06-10T02:10:34Z;485 +2021-06-11T09:34:40Z;486 +2021-06-14T09:51:33Z;487 +2021-06-18T11:29:09Z;488 +2021-06-22T17:14:01Z;489 +2021-06-27T23:33:33Z;490 +2021-06-28T06:43:45Z;491 +2021-06-29T10:23:55Z;492 +2021-06-30T19:19:36Z;493 +2021-07-14T14:33:33Z;494 +2021-07-15T06:39:05Z;495 +2021-07-16T06:56:20Z;496 +2021-07-19T12:57:16Z;497 +2021-07-22T08:34:34Z;498 +2021-07-29T05:37:41Z;499 +2021-07-30T18:30:35Z;500 +2021-08-04T11:46:08Z;501 +2021-08-07T01:35:15Z;502 +2021-08-10T09:45:53Z;503 +2021-08-17T20:18:02Z;504 +2021-08-19T02:32:46Z;505 +2021-08-20T18:56:50Z;506 +2021-08-28T20:19:12Z;507 +2021-09-02T05:30:49Z;508 +2021-09-02T15:29:38Z;509 +2021-09-13T03:07:09Z;510 +2021-09-16T20:02:52Z;511 +2021-09-23T14:58:17Z;512 +2021-09-24T23:22:11Z;513 +2021-09-26T16:53:12Z;514 +2021-10-01T03:31:59Z;515 +2021-10-10T14:32:23Z;516 +2021-10-11T06:49:02Z;517 +2021-10-13T06:43:06Z;518 +2021-10-13T21:27:36Z;519 +2021-10-16T02:16:51Z;520 +2021-10-20T02:40:25Z;521 +2021-10-27T13:12:03Z;522 +2021-10-30T11:40:27Z;523 +2021-11-02T01:17:02Z;524 +2021-11-06T22:54:05Z;525 +2021-11-15T02:26:05Z;526 +2021-11-15T08:11:02Z;527 +2021-11-16T11:04:00Z;528 +2021-11-16T15:50:16Z;529 +2021-11-17T11:55:33Z;530 +2021-11-18T05:26:24Z;531 +2021-11-22T10:51:29Z;532 +2021-11-27T16:16:23Z;533 +2021-11-29T15:25:43Z;534 +2021-11-30T12:36:04Z;535 +2021-12-01T03:40:06Z;536 +2021-12-01T16:07:53Z;537 +2021-12-01T21:10:37Z;538 +2021-12-04T23:22:22Z;539 +2021-12-07T06:19:04Z;540 +2021-12-08T21:34:02Z;541 +2021-12-10T09:28:15Z;542 +2021-12-11T16:45:00Z;543 +2021-12-13T19:19:04Z;544 +2021-12-15T18:07:17Z;545 +2021-12-17T06:58:28Z;546 +2021-12-17T23:36:18Z;547 +2021-12-19T15:06:24Z;548 +2021-12-20T10:59:54Z;549 +2021-12-22T02:00:24Z;550 +2022-01-04T05:20:57Z;551 +2022-01-06T13:22:31Z;552 +2022-01-09T02:34:46Z;553 +2022-01-11T15:23:12Z;554 +2022-01-12T00:59:49Z;555 +2022-01-14T01:14:22Z;556 +2022-01-14T06:06:50Z;557 +2022-01-17T21:38:48Z;558 +2022-01-17T22:24:54Z;559 +2022-01-20T03:25:40Z;560 +2022-01-20T13:42:17Z;561 +2022-01-20T14:39:05Z;562 +2022-01-21T14:27:58Z;563 +2022-01-24T09:41:54Z;564 +2022-01-29T08:29:50Z;565 +2022-02-01T07:17:34Z;566 +2022-02-02T15:33:57Z;567 +2022-02-16T19:06:07Z;568 +2022-02-17T23:15:20Z;569 +2022-02-22T20:13:14Z;570 +2022-02-28T21:00:46Z;571 +2022-03-06T02:07:31Z;572 +2022-03-06T05:18:00Z;573 +2022-03-08T10:02:42Z;574 +2022-03-16T02:46:10Z;575 +2022-03-18T09:14:35Z;576 +2022-03-25T13:06:39Z;577 +2022-03-28T07:47:50Z;578 +2022-03-28T11:57:55Z;579 +2022-04-01T03:28:16Z;580 +2022-04-04T00:11:45Z;581 +2022-04-04T05:06:00Z;582 +2022-04-04T09:04:59Z;583 +2022-04-07T19:11:09Z;584 +2022-04-20T13:35:32Z;585 +2022-04-26T15:57:51Z;586 +2022-04-28T12:01:44Z;587 +2022-04-29T10:34:59Z;588 +2022-04-30T12:59:47Z;589 +2022-05-11T05:35:47Z;590 +2022-05-12T15:53:52Z;591 +2022-05-13T02:26:57Z;592 +2022-05-13T22:05:09Z;593 +2022-05-25T12:59:06Z;594 +2022-05-30T07:05:43Z;595 +2022-05-30T15:26:38Z;596 +2022-05-31T05:08:13Z;597 +2022-05-31T11:33:44Z;598 +2022-06-06T13:03:11Z;599 +2022-06-06T13:08:38Z;600 +2022-06-06T18:18:02Z;601 +2022-06-06T19:17:28Z;602 +2022-06-07T08:24:36Z;603 +2022-06-07T09:36:34Z;604 +2022-06-10T02:16:40Z;605 +2022-06-11T17:33:15Z;606 +2022-06-13T07:13:01Z;607 +2022-06-13T11:31:53Z;608 +2022-06-18T00:47:57Z;609 +2022-06-24T08:02:15Z;610 +2022-06-24T11:11:39Z;611 +2022-06-29T19:16:33Z;612 +2022-07-07T07:15:53Z;613 +2022-07-08T17:50:28Z;614 +2022-07-11T09:44:01Z;615 +2022-07-11T16:17:56Z;616 +2022-07-13T15:34:40Z;617 +2022-07-14T11:07:28Z;618 +2022-07-14T14:04:20Z;619 +2022-07-14T18:42:45Z;620 +2022-07-19T16:39:08Z;621 +2022-08-01T08:01:41Z;622 +2022-08-01T13:15:32Z;623 +2022-08-08T09:26:55Z;624 +2022-08-12T06:54:42Z;625 +2022-08-13T17:28:24Z;626 +2022-08-23T02:28:43Z;627 +2022-08-23T07:57:25Z;628 +2022-08-23T16:44:14Z;629 +2022-08-23T17:15:54Z;630 +2022-08-24T05:06:38Z;631 +2022-08-24T11:52:04Z;632 +2022-08-26T05:38:03Z;633 +2022-08-28T07:51:13Z;634 +2022-09-03T12:24:00Z;635 +2022-09-18T14:45:58Z;636 +2022-09-26T07:59:49Z;637 +2022-10-04T18:00:24Z;638 +2022-10-04T23:31:49Z;639 +2022-10-06T04:46:15Z;640 +2022-10-16T19:35:33Z;641 +2022-10-25T10:16:16Z;642 +2022-10-26T18:05:43Z;643 +2022-10-27T08:06:12Z;644 +2022-10-28T06:38:31Z;645 +2022-11-08T02:01:58Z;646 +2022-11-13T04:33:55Z;647 +2022-11-15T03:54:06Z;648 +2022-11-23T19:14:05Z;649 +2022-11-26T17:28:39Z;650 +2022-12-08T08:50:23Z;651 +2022-12-09T02:36:18Z;652 +2022-12-17T14:26:49Z;653 +2023-01-03T08:37:53Z;654 +2023-01-03T12:07:04Z;655 +2023-01-05T11:23:13Z;656 +2023-01-10T11:58:30Z;657 +2023-01-10T18:38:05Z;658 +2023-01-17T08:55:07Z;659 +2023-01-17T17:22:32Z;660 +2023-01-23T18:27:54Z;661 +2023-01-31T03:09:00Z;662 +2023-02-03T22:01:42Z;663 +2023-02-05T01:34:06Z;664 +2023-02-14T06:42:04Z;665 +2023-02-14T08:24:50Z;666 +2023-02-17T07:24:45Z;667 +2023-02-22T14:18:53Z;668 +2023-02-22T16:32:24Z;669 +2023-02-24T15:53:44Z;670 +2023-03-01T12:37:50Z;671 +2023-03-01T18:23:26Z;672 +2023-03-03T11:18:18Z;673 +2023-03-07T14:58:51Z;674 +2023-03-12T17:17:43Z;675 +2023-03-13T07:15:55Z;676 +2023-03-15T08:29:34Z;677 +2023-03-20T19:34:38Z;678 +2023-03-21T04:01:54Z;679 +2023-03-24T06:04:06Z;680 +2023-03-25T07:43:10Z;681 +2023-03-27T06:15:39Z;682 +2023-03-28T07:52:01Z;683 +2023-03-29T03:47:20Z;684 +2023-03-30T01:56:30Z;685 +2023-04-05T04:51:51Z;686 +2023-04-13T04:25:29Z;687 +2023-04-13T09:50:55Z;688 +2023-04-14T20:34:55Z;689 +2023-04-15T03:53:23Z;690 +2023-04-19T01:43:11Z;691 +2023-04-19T02:15:16Z;692 +2023-04-21T11:34:58Z;693 +2023-04-21T14:24:11Z;694 +2023-04-27T00:02:16Z;695 +2023-05-02T12:20:01Z;696 +2023-05-04T04:40:00Z;697 +2023-05-10T16:41:52Z;698 +2023-05-14T11:21:47Z;699 +2023-05-15T12:59:05Z;700 +2023-05-15T14:38:52Z;701 +2023-05-18T19:31:03Z;702 +2023-05-21T13:10:24Z;703 +2023-05-29T09:11:17Z;704 +2023-06-04T00:18:34Z;705 +2023-06-07T20:36:21Z;706 +2023-06-12T14:25:28Z;707 +2023-06-14T04:32:06Z;708 +2023-06-14T17:40:45Z;709 +2023-06-18T06:25:09Z;710 +2023-06-18T16:22:23Z;711 +2023-06-28T12:37:24Z;712 +2023-06-30T15:53:19Z;713 +2023-07-03T12:34:08Z;714 +2023-07-04T02:32:01Z;715 +2023-07-06T03:01:08Z;716 +2023-07-22T06:04:07Z;717 +2023-07-25T08:19:54Z;718 +2023-07-27T07:35:41Z;719 +2023-08-01T14:50:13Z;720 +2023-08-05T07:21:45Z;721 +2023-08-07T04:41:06Z;722 +2023-08-07T06:03:47Z;723 +2023-08-09T01:40:55Z;724 +2023-08-16T02:38:43Z;725 +2023-08-17T18:09:16Z;726 +2023-08-22T09:13:29Z;727 +2023-08-24T08:58:23Z;728 +2023-09-06T05:55:08Z;729 +2023-09-08T00:44:10Z;730 +2023-09-13T06:50:08Z;731 +2023-09-14T10:34:40Z;732 +2023-09-15T07:52:04Z;733 +2023-09-15T15:44:19Z;734 +2023-09-16T09:16:41Z;735 +2023-09-19T07:21:55Z;736 +2023-09-19T08:55:37Z;737 +2023-09-28T08:22:54Z;738 +2023-10-02T05:54:45Z;739 +2023-10-16T20:18:20Z;740 +2023-10-19T08:55:43Z;741 +2023-10-25T14:25:03Z;742 +2023-11-01T12:30:12Z;743 +2023-11-08T19:34:01Z;744 +2023-11-17T04:58:57Z;745 +2023-11-17T20:39:49Z;746 +2023-11-24T09:28:09Z;747 +2023-11-26T02:46:07Z;748 +2023-12-04T08:47:39Z;749 +2023-12-06T03:27:31Z;750 +2023-12-06T08:55:22Z;751 +2023-12-06T14:24:20Z;752 +2023-12-12T23:14:53Z;753 +2023-12-17T17:59:37Z;754 +2023-12-19T08:11:14Z;755 +2023-12-19T10:15:10Z;756 +2024-01-01T13:37:00Z;757 +2024-01-01T14:42:25Z;758 +2024-01-01T16:36:51Z;759 +2024-01-01T21:50:44Z;760 +2024-01-01T21:50:56Z;761 +2024-01-02T02:17:33Z;762 +2024-01-02T02:21:50Z;763 +2024-01-02T02:34:00Z;764 +2024-01-02T02:57:34Z;765 +2024-01-09T12:17:28Z;766 +2024-01-09T15:19:08Z;767 +2024-01-12T01:59:46Z;768 +2024-01-15T05:30:04Z;769 +2024-01-15T11:07:50Z;770 +2024-01-18T06:57:41Z;771 +2024-01-30T15:28:36Z;772 +2024-02-04T06:49:36Z;773 +2024-02-05T17:19:22Z;774 +2024-02-09T04:25:32Z;775 +2024-02-18T16:56:27Z;776 +2024-03-01T03:56:19Z;777 +2024-03-01T09:48:27Z;778 +2024-03-25T17:48:22Z;779 +2024-03-27T01:31:36Z;780 +2024-03-29T13:15:21Z;781 +2024-03-29T23:37:28Z;782 +2024-04-03T02:35:12Z;783 +2024-04-03T15:05:05Z;784 +2024-04-03T19:18:06Z;785 +2024-04-05T08:41:19Z;786 +2024-04-05T12:50:58Z;787 +2024-04-09T02:44:28Z;788 +2024-04-09T08:07:54Z;789 +2024-04-09T08:23:47Z;790 +2024-04-10T05:03:31Z;791 +2024-04-11T20:17:51Z;792 +2024-04-12T18:26:20Z;793 +2024-04-15T06:20:29Z;794 +2024-05-04T09:05:08Z;795 +2024-05-05T04:02:41Z;796 +2024-05-08T08:07:48Z;797 +2024-05-11T08:35:26Z;798 +2024-05-13T01:44:34Z;799 +2024-05-24T10:38:34Z;800 +2024-05-27T06:00:58Z;801 +2024-05-27T14:35:22Z;802 +2024-05-29T09:51:14Z;803 +2024-05-29T20:35:24Z;804 +2024-05-30T16:35:16Z;805 +2024-05-31T17:34:51Z;806 +2024-06-05T02:08:00Z;807 +2024-06-12T06:37:41Z;808 +2024-06-17T22:18:12Z;809 +2024-06-28T03:50:51Z;810 +2024-06-29T10:56:27Z;811 +2024-07-01T06:08:38Z;812 +2024-07-02T13:05:11Z;813 +2024-07-02T14:58:27Z;814 +2024-07-07T09:34:09Z;815 +2024-07-11T07:27:35Z;816 +2024-07-17T02:08:05Z;817 +2024-07-26T01:11:35Z;818 +2024-07-27T01:01:32Z;819 +2024-08-01T02:42:14Z;820 +2024-08-06T07:34:37Z;821 +2024-08-15T01:05:49Z;822 +2024-08-17T18:08:22Z;823 +2024-08-19T18:10:43Z;824 +2024-08-22T01:48:29Z;825 +2024-09-03T08:05:21Z;826 +2024-09-06T02:39:47Z;827 +2024-09-09T23:52:45Z;828 +2024-09-11T21:03:37Z;829 +2024-09-12T12:42:31Z;830 +2024-09-13T03:47:20Z;831 +2024-09-14T07:35:30Z;832 +2024-09-15T02:49:47Z;833 +2024-10-02T22:33:33Z;834 +2024-10-09T06:50:03Z;835 +2024-10-09T16:36:53Z;836 +2024-10-10T06:11:06Z;837 +2024-10-19T09:01:28Z;838 +2024-10-20T14:17:12Z;839 +2024-10-27T01:12:30Z;840 +2024-10-27T12:31:32Z;841 +2024-10-30T09:42:35Z;842 +2024-11-03T03:20:16Z;843 +2024-11-04T03:13:42Z;844 +2024-11-05T17:25:49Z;845 +2024-11-05T17:53:12Z;846 +2024-11-10T05:37:55Z;847 +2024-11-13T08:16:30Z;848 +2024-11-13T09:47:47Z;849 +2024-11-14T11:50:57Z;850 +2024-11-17T13:07:40Z;851 +2024-11-22T12:28:16Z;852 +2024-11-26T08:46:12Z;853 +2024-12-05T06:00:13Z;854 +2024-12-16T01:14:49Z;855 +2024-12-19T07:15:26Z;856 +2024-12-27T11:58:02Z;857 +2025-01-06T14:23:22Z;858 +2025-01-07T02:33:52Z;859 +2025-01-07T09:49:35Z;860 +2025-01-07T17:31:14Z;861 +2025-01-09T22:29:40Z;862 +2025-01-12T02:32:09Z;863 +2025-01-15T16:01:30Z;864 +2025-01-29T03:04:53Z;865 +2025-02-04T12:38:56Z;866 +2025-02-11T00:36:38Z;867 +2025-02-19T10:12:17Z;868 +2025-03-04T06:50:32Z;869 +2025-03-06T01:29:05Z;870 +2025-03-06T21:05:57Z;871 +2025-03-07T20:09:41Z;872 +2025-03-20T13:41:28Z;873 +2025-03-23T01:35:46Z;874 +2025-03-24T03:18:04Z;875 +2025-03-26T02:31:45Z;876 +2025-03-28T03:45:56Z;877 +2025-03-29T09:00:32Z;878 +2025-04-12T18:34:28Z;879 +2025-04-27T08:53:41Z;880 +2025-05-03T04:42:32Z;881 +2025-05-03T16:46:30Z;882 +2025-05-16T09:33:38Z;883 +2025-05-16T10:54:31Z;884 +2025-05-18T07:29:52Z;885 +2025-05-18T11:42:32Z;886 +2025-05-27T22:32:56Z;887 +2025-05-28T03:25:46Z;888 +2025-06-03T12:38:41Z;889 +2025-06-12T16:37:50Z;890 +2025-06-18T14:27:27Z;891 +2025-06-24T16:37:45Z;892 +2025-06-27T13:36:16Z;893 +2025-06-28T12:43:25Z;894 +2025-07-02T17:15:51Z;895 +2025-07-03T08:37:09Z;896 +2025-07-08T12:09:05Z;897 +2025-07-11T15:50:21Z;898 +2025-07-17T12:12:40Z;899 +2025-07-18T08:12:53Z;900 +2025-07-25T06:02:07Z;901 +2025-07-31T10:02:15Z;902 +2025-08-13T11:03:43Z;903 +2025-08-20T07:19:04Z;904 +2025-08-30T04:48:28Z;905 +2025-09-06T22:34:16Z;906 +2025-09-19T21:50:33Z;907 +2025-09-25T08:47:19Z;908 +2025-09-26T08:14:38Z;909 +2025-09-30T16:48:27Z;910 +2025-10-02T11:36:31Z;911 +2025-10-06T07:31:26Z;912 +2025-10-12T11:55:37Z;913 +2025-10-15T05:56:32Z;914 +2025-10-17T11:42:18Z;915 +2025-11-02T02:54:29Z;916 +2025-11-04T05:31:50Z;917 +2025-11-10T06:36:17Z;918 +2025-11-11T02:31:49Z;919 +2025-11-15T06:38:52Z;920 +2025-11-26T04:27:26Z;921 diff --git a/star_history_github_gmt.jl.csv b/star_history_github_gmt.jl.csv new file mode 100755 index 0000000..15a3a0b --- /dev/null +++ b/star_history_github_gmt.jl.csv @@ -0,0 +1,213 @@ +timestamp;cumulative_stars +2016-02-25T03:55:51Z;1 +2016-09-08T22:20:58Z;2 +2016-09-10T22:12:11Z;3 +2016-09-11T12:12:38Z;4 +2016-09-11T15:11:54Z;5 +2017-03-17T23:18:12Z;6 +2017-05-25T12:44:12Z;7 +2017-10-05T23:45:43Z;8 +2017-10-06T19:30:31Z;9 +2017-10-07T18:39:23Z;10 +2017-11-07T01:49:12Z;11 +2017-11-14T12:26:55Z;12 +2017-11-28T13:53:54Z;13 +2018-03-12T15:47:02Z;14 +2018-05-14T20:45:09Z;15 +2018-05-25T15:54:16Z;16 +2018-06-04T10:57:52Z;17 +2018-06-12T10:13:49Z;18 +2018-07-31T12:03:09Z;19 +2018-08-01T20:22:28Z;20 +2018-08-23T03:20:10Z;21 +2018-09-01T02:47:41Z;22 +2018-09-08T01:54:54Z;23 +2018-10-30T01:28:11Z;24 +2018-11-08T09:06:29Z;25 +2018-11-10T23:42:24Z;26 +2018-11-19T19:54:02Z;27 +2018-12-06T02:48:36Z;28 +2018-12-25T08:59:20Z;29 +2019-01-17T23:06:41Z;30 +2019-02-24T20:22:40Z;31 +2019-04-03T03:59:56Z;32 +2019-04-17T09:11:55Z;33 +2019-05-09T21:36:27Z;34 +2019-05-14T09:31:26Z;35 +2019-05-22T04:37:19Z;36 +2019-06-06T16:45:58Z;37 +2019-06-14T15:46:11Z;38 +2019-06-16T22:59:16Z;39 +2019-07-10T03:38:53Z;40 +2019-08-01T12:36:35Z;41 +2019-08-24T14:24:13Z;42 +2019-09-05T20:51:52Z;43 +2019-09-13T05:10:21Z;44 +2019-10-18T16:24:22Z;45 +2019-10-24T14:19:34Z;46 +2019-11-02T01:48:52Z;47 +2019-11-07T14:41:39Z;48 +2019-11-20T02:58:17Z;49 +2019-12-10T19:17:26Z;50 +2019-12-17T06:30:56Z;51 +2020-01-07T10:16:37Z;52 +2020-01-11T13:44:39Z;53 +2020-01-17T00:33:44Z;54 +2020-01-30T22:19:54Z;55 +2020-02-03T21:46:27Z;56 +2020-02-06T07:02:08Z;57 +2020-02-14T08:27:02Z;58 +2020-03-11T05:30:25Z;59 +2020-03-11T17:53:16Z;60 +2020-03-14T00:13:21Z;61 +2020-03-23T17:03:37Z;62 +2020-04-11T00:11:05Z;63 +2020-04-12T05:47:46Z;64 +2020-04-13T18:45:57Z;65 +2020-05-04T23:51:30Z;66 +2020-05-09T08:10:05Z;67 +2020-05-24T16:10:01Z;68 +2020-06-02T15:18:28Z;69 +2020-06-16T03:46:56Z;70 +2020-07-24T23:53:54Z;71 +2020-07-27T00:56:02Z;72 +2020-08-03T08:18:56Z;73 +2020-08-18T19:29:04Z;74 +2020-09-04T18:18:53Z;75 +2020-09-16T10:00:31Z;76 +2020-10-12T15:28:05Z;77 +2020-10-15T16:35:30Z;78 +2020-11-01T00:43:27Z;79 +2020-11-11T14:19:33Z;80 +2020-11-22T07:30:03Z;81 +2020-12-23T05:26:07Z;82 +2020-12-23T20:00:32Z;83 +2021-01-24T04:04:30Z;84 +2021-02-07T19:42:01Z;85 +2021-02-11T18:16:19Z;86 +2021-03-12T15:21:17Z;87 +2021-03-12T16:13:32Z;88 +2021-03-20T00:03:38Z;89 +2021-03-26T12:04:39Z;90 +2021-04-01T13:52:50Z;91 +2021-04-05T11:30:29Z;92 +2021-04-10T20:03:52Z;93 +2021-04-28T01:06:38Z;94 +2021-04-29T16:50:32Z;95 +2021-05-25T08:44:18Z;96 +2021-07-01T23:19:39Z;97 +2021-07-08T03:50:00Z;98 +2021-07-21T02:32:12Z;99 +2021-08-04T11:46:11Z;100 +2021-08-13T08:58:39Z;101 +2021-08-24T13:02:49Z;102 +2021-08-30T16:54:06Z;103 +2021-09-16T20:35:55Z;104 +2021-09-26T06:04:30Z;105 +2021-09-27T17:29:09Z;106 +2021-09-30T19:44:51Z;107 +2021-09-30T22:18:47Z;108 +2021-10-10T18:05:44Z;109 +2021-10-21T13:58:48Z;110 +2021-10-24T13:40:54Z;111 +2021-10-25T06:16:43Z;112 +2021-11-11T03:12:13Z;113 +2021-11-13T09:58:22Z;114 +2021-11-23T08:11:59Z;115 +2021-12-06T10:29:41Z;116 +2021-12-07T06:20:11Z;117 +2021-12-15T22:23:39Z;118 +2021-12-17T09:22:00Z;119 +2021-12-17T23:36:35Z;120 +2021-12-24T04:51:36Z;121 +2022-01-08T21:23:42Z;122 +2022-01-25T07:09:30Z;123 +2022-01-26T04:11:41Z;124 +2022-01-29T08:30:29Z;125 +2022-01-30T14:06:36Z;126 +2022-02-01T09:40:01Z;127 +2022-02-04T21:00:29Z;128 +2022-02-16T19:53:08Z;129 +2022-02-18T10:16:05Z;130 +2022-03-08T06:41:23Z;131 +2022-03-16T15:31:15Z;132 +2022-04-07T19:10:46Z;133 +2022-04-19T12:01:45Z;134 +2022-04-21T22:33:36Z;135 +2022-05-02T04:30:52Z;136 +2022-06-29T19:16:51Z;137 +2022-07-04T13:21:07Z;138 +2022-08-02T15:41:33Z;139 +2022-09-06T09:26:18Z;140 +2022-09-29T19:50:54Z;141 +2022-10-03T08:30:40Z;142 +2022-10-07T07:28:14Z;143 +2022-10-19T15:24:20Z;144 +2022-10-26T18:15:51Z;145 +2022-10-28T12:55:10Z;146 +2023-01-09T12:08:39Z;147 +2023-01-27T05:29:24Z;148 +2023-01-31T20:26:07Z;149 +2023-03-24T12:12:53Z;150 +2023-04-14T14:19:45Z;151 +2023-04-25T20:15:11Z;152 +2023-05-14T12:23:03Z;153 +2023-05-19T16:57:28Z;154 +2023-06-08T08:43:42Z;155 +2023-06-26T23:48:17Z;156 +2023-07-11T07:34:13Z;157 +2023-07-12T08:03:08Z;158 +2023-08-14T18:40:50Z;159 +2023-08-16T12:17:54Z;160 +2023-08-19T08:15:26Z;161 +2023-08-31T13:41:34Z;162 +2023-09-08T00:20:52Z;163 +2023-09-08T11:20:18Z;164 +2023-10-06T16:35:20Z;165 +2023-10-15T23:25:02Z;166 +2023-10-19T02:39:01Z;167 +2023-11-03T07:56:17Z;168 +2023-11-13T04:20:11Z;169 +2023-11-16T16:54:32Z;170 +2023-12-14T09:50:14Z;171 +2023-12-18T09:26:07Z;172 +2024-01-02T09:45:50Z;173 +2024-01-09T01:30:52Z;174 +2024-01-10T14:58:08Z;175 +2024-01-30T15:28:07Z;176 +2024-01-30T21:35:01Z;177 +2024-02-19T14:36:58Z;178 +2024-02-21T01:10:02Z;179 +2024-03-08T11:46:46Z;180 +2024-03-10T04:49:59Z;181 +2024-03-14T13:49:09Z;182 +2024-03-23T07:08:10Z;183 +2024-03-27T12:35:11Z;184 +2024-04-11T20:18:15Z;185 +2024-05-12T14:50:35Z;186 +2024-05-12T23:35:44Z;187 +2024-05-29T15:06:01Z;188 +2024-05-29T21:34:46Z;189 +2024-07-08T23:32:04Z;190 +2024-08-11T06:44:45Z;191 +2024-09-17T21:18:20Z;192 +2024-10-26T09:37:50Z;193 +2024-11-01T18:08:07Z;194 +2024-12-02T09:04:44Z;195 +2024-12-26T19:49:21Z;196 +2025-01-09T14:59:08Z;197 +2025-01-11T09:45:49Z;198 +2025-01-21T11:16:25Z;199 +2025-02-04T01:49:48Z;200 +2025-02-18T15:59:51Z;201 +2025-02-19T04:10:30Z;202 +2025-02-28T03:28:02Z;203 +2025-03-23T23:06:52Z;204 +2025-04-18T02:27:20Z;205 +2025-05-16T09:33:35Z;206 +2025-07-17T12:13:36Z;207 +2025-09-06T15:45:14Z;208 +2025-10-07T08:08:47Z;209 +2025-10-16T00:36:49Z;210 +2025-10-21T09:38:42Z;211 +2025-11-19T23:16:44Z;212 diff --git a/star_history_github_gmtmex.csv b/star_history_github_gmtmex.csv new file mode 100755 index 0000000..c12d10a --- /dev/null +++ b/star_history_github_gmtmex.csv @@ -0,0 +1,52 @@ +timestamp;cumulative_stars +2017-07-02T01:18:20Z;1 +2017-07-05T17:33:02Z;2 +2017-07-31T15:06:06Z;3 +2018-05-14T20:46:28Z;4 +2018-08-09T03:00:44Z;5 +2018-08-30T13:46:56Z;6 +2018-11-14T16:04:41Z;7 +2018-12-11T02:30:07Z;8 +2018-12-13T15:10:27Z;9 +2019-07-20T14:00:45Z;10 +2019-10-24T14:19:22Z;11 +2020-01-07T18:04:15Z;12 +2020-01-11T05:41:28Z;13 +2020-02-07T12:56:01Z;14 +2020-04-04T18:24:29Z;15 +2020-06-12T19:09:26Z;16 +2020-09-12T12:43:42Z;17 +2020-10-29T18:45:09Z;18 +2020-12-13T08:19:15Z;19 +2020-12-23T03:32:18Z;20 +2020-12-25T08:15:43Z;21 +2021-01-27T08:39:12Z;22 +2021-05-09T09:46:46Z;23 +2021-06-04T08:36:00Z;24 +2021-06-28T06:39:36Z;25 +2021-09-24T07:34:13Z;26 +2022-03-06T04:53:24Z;27 +2022-04-28T14:01:03Z;28 +2022-05-02T06:56:10Z;29 +2022-06-13T07:20:25Z;30 +2022-06-18T13:54:33Z;31 +2022-09-13T15:06:10Z;32 +2022-11-29T06:47:40Z;33 +2022-11-29T20:38:50Z;34 +2022-12-12T20:07:13Z;35 +2022-12-15T17:30:31Z;36 +2023-06-23T12:39:56Z;37 +2023-11-13T04:24:52Z;38 +2024-04-12T18:26:16Z;39 +2024-04-13T22:06:35Z;40 +2024-06-16T15:18:20Z;41 +2024-10-08T03:32:17Z;42 +2024-11-07T08:32:06Z;43 +2025-01-11T09:45:30Z;44 +2025-01-20T12:25:51Z;45 +2025-02-11T00:43:13Z;46 +2025-04-24T22:09:09Z;47 +2025-07-15T07:39:21Z;48 +2025-07-17T12:13:40Z;49 +2025-08-16T02:10:44Z;50 +2025-09-15T16:09:31Z;51 diff --git a/star_history_github_pygmt.csv b/star_history_github_pygmt.csv new file mode 100755 index 0000000..bb92467 --- /dev/null +++ b/star_history_github_pygmt.csv @@ -0,0 +1,830 @@ +timestamp;cumulative_stars +2017-03-30T16:55:38Z;1 +2017-03-30T17:00:37Z;2 +2017-04-18T05:17:27Z;3 +2017-05-09T04:20:47Z;4 +2017-05-09T09:49:59Z;5 +2017-05-17T22:22:06Z;6 +2017-06-07T09:15:40Z;7 +2017-06-07T22:10:15Z;8 +2017-06-10T11:47:51Z;9 +2017-06-27T03:46:16Z;10 +2017-06-29T00:39:31Z;11 +2017-07-10T17:00:51Z;12 +2017-07-14T06:41:58Z;13 +2017-07-15T09:11:59Z;14 +2017-07-20T13:14:36Z;15 +2017-07-21T13:17:47Z;16 +2017-07-21T13:36:52Z;17 +2017-07-22T16:25:16Z;18 +2017-07-22T23:04:17Z;19 +2017-07-23T21:04:43Z;20 +2017-07-25T07:22:02Z;21 +2017-07-25T15:22:28Z;22 +2017-07-26T03:47:26Z;23 +2017-07-27T09:53:16Z;24 +2017-07-27T12:06:46Z;25 +2017-07-30T12:38:02Z;26 +2017-07-30T20:53:08Z;27 +2017-07-31T00:14:20Z;28 +2017-07-31T03:47:02Z;29 +2017-08-05T15:03:41Z;30 +2017-08-05T19:04:13Z;31 +2017-08-07T22:09:08Z;32 +2017-08-08T08:27:57Z;33 +2017-08-11T07:36:28Z;34 +2017-08-16T01:08:35Z;35 +2017-08-23T07:43:56Z;36 +2017-08-25T12:11:35Z;37 +2017-08-26T01:23:10Z;38 +2017-08-26T14:53:59Z;39 +2017-08-27T06:03:19Z;40 +2017-09-02T01:44:36Z;41 +2017-09-27T20:09:54Z;42 +2017-10-29T21:22:04Z;43 +2017-11-01T08:41:23Z;44 +2017-11-06T05:31:22Z;45 +2017-11-13T23:16:05Z;46 +2017-11-22T23:34:58Z;47 +2017-11-26T00:09:47Z;48 +2017-11-27T09:56:53Z;49 +2017-12-01T03:34:59Z;50 +2017-12-06T07:26:25Z;51 +2017-12-06T10:42:24Z;52 +2017-12-09T00:30:36Z;53 +2017-12-12T10:24:32Z;54 +2017-12-14T17:23:24Z;55 +2017-12-15T04:43:03Z;56 +2017-12-16T22:55:50Z;57 +2017-12-17T08:58:30Z;58 +2017-12-20T12:20:18Z;59 +2017-12-22T05:42:40Z;60 +2017-12-27T03:33:37Z;61 +2017-12-28T10:14:51Z;62 +2017-12-28T11:03:21Z;63 +2017-12-30T05:31:16Z;64 +2018-01-03T18:24:59Z;65 +2018-01-10T21:52:42Z;66 +2018-01-16T09:43:09Z;67 +2018-01-20T20:44:31Z;68 +2018-01-22T14:02:50Z;69 +2018-02-06T15:46:11Z;70 +2018-02-23T18:07:59Z;71 +2018-02-26T12:39:36Z;72 +2018-03-11T17:00:19Z;73 +2018-03-18T20:12:02Z;74 +2018-03-22T01:21:04Z;75 +2018-03-29T05:26:01Z;76 +2018-03-30T03:46:05Z;77 +2018-04-01T14:05:00Z;78 +2018-04-04T16:35:21Z;79 +2018-04-06T09:06:08Z;80 +2018-04-07T00:18:15Z;81 +2018-04-10T18:39:30Z;82 +2018-04-11T04:25:32Z;83 +2018-04-13T11:59:31Z;84 +2018-04-24T08:50:35Z;85 +2018-04-29T20:41:46Z;86 +2018-05-02T14:43:38Z;87 +2018-05-04T09:05:49Z;88 +2018-05-18T12:51:37Z;89 +2018-05-24T21:39:25Z;90 +2018-05-31T13:02:09Z;91 +2018-06-01T05:47:20Z;92 +2018-06-09T05:24:13Z;93 +2018-06-09T18:13:53Z;94 +2018-06-12T10:10:37Z;95 +2018-06-17T02:24:54Z;96 +2018-06-25T12:03:32Z;97 +2018-07-10T09:14:15Z;98 +2018-07-11T18:58:47Z;99 +2018-07-13T23:40:42Z;100 +2018-07-18T17:15:43Z;101 +2018-07-31T12:04:30Z;102 +2018-08-01T19:19:33Z;103 +2018-08-01T20:20:49Z;104 +2018-08-03T02:03:06Z;105 +2018-08-04T06:35:51Z;106 +2018-08-06T13:51:07Z;107 +2018-08-08T15:18:04Z;108 +2018-08-14T18:26:39Z;109 +2018-08-14T18:55:50Z;110 +2018-08-15T22:40:24Z;111 +2018-08-16T21:36:34Z;112 +2018-08-20T14:57:48Z;113 +2018-08-24T02:26:39Z;114 +2018-08-28T07:39:23Z;115 +2018-08-28T12:19:15Z;116 +2018-08-29T17:55:47Z;117 +2018-08-31T07:23:59Z;118 +2018-09-04T03:02:33Z;119 +2018-09-04T08:50:33Z;120 +2018-09-04T20:49:52Z;121 +2018-09-09T06:23:47Z;122 +2018-09-13T12:40:29Z;123 +2018-09-17T13:12:02Z;124 +2018-09-19T01:49:09Z;125 +2018-09-23T00:08:43Z;126 +2018-09-24T10:00:43Z;127 +2018-09-24T18:08:53Z;128 +2018-09-25T09:27:43Z;129 +2018-10-04T15:04:14Z;130 +2018-10-17T04:42:09Z;131 +2018-10-28T14:16:57Z;132 +2018-11-02T21:01:00Z;133 +2018-11-09T11:32:12Z;134 +2018-11-10T23:41:55Z;135 +2018-11-11T04:48:14Z;136 +2018-11-15T15:23:52Z;137 +2018-11-19T14:15:05Z;138 +2018-11-20T08:32:13Z;139 +2018-11-20T21:14:11Z;140 +2018-11-29T10:43:33Z;141 +2018-12-06T12:26:42Z;142 +2018-12-08T08:18:22Z;143 +2018-12-12T11:40:46Z;144 +2018-12-19T14:17:36Z;145 +2018-12-24T07:54:18Z;146 +2019-01-03T13:20:39Z;147 +2019-01-10T07:21:49Z;148 +2019-01-10T20:27:14Z;149 +2019-01-11T01:33:14Z;150 +2019-01-18T03:33:17Z;151 +2019-01-19T02:37:36Z;152 +2019-02-13T09:33:39Z;153 +2019-02-20T21:34:10Z;154 +2019-03-10T00:32:35Z;155 +2019-03-10T08:39:14Z;156 +2019-03-11T12:33:17Z;157 +2019-03-13T19:15:50Z;158 +2019-03-15T06:41:51Z;159 +2019-03-17T19:19:53Z;160 +2019-03-19T23:17:38Z;161 +2019-03-20T12:27:46Z;162 +2019-03-27T08:58:31Z;163 +2019-03-29T23:21:26Z;164 +2019-03-30T12:52:21Z;165 +2019-04-04T04:16:00Z;166 +2019-04-06T12:36:38Z;167 +2019-04-09T01:08:10Z;168 +2019-04-18T07:14:40Z;169 +2019-04-18T11:02:20Z;170 +2019-04-19T06:04:17Z;171 +2019-04-19T07:18:04Z;172 +2019-04-25T07:39:18Z;173 +2019-04-25T19:11:31Z;174 +2019-05-09T20:15:14Z;175 +2019-05-22T07:41:37Z;176 +2019-05-23T14:23:44Z;177 +2019-05-27T12:32:22Z;178 +2019-06-15T07:20:44Z;179 +2019-06-17T15:58:06Z;180 +2019-06-19T09:06:20Z;181 +2019-06-21T04:17:35Z;182 +2019-06-25T21:33:01Z;183 +2019-07-10T20:54:30Z;184 +2019-07-22T03:56:50Z;185 +2019-07-30T19:01:18Z;186 +2019-08-01T14:46:50Z;187 +2019-08-04T02:18:23Z;188 +2019-08-14T23:29:31Z;189 +2019-08-16T05:34:29Z;190 +2019-08-19T01:40:43Z;191 +2019-08-26T00:50:56Z;192 +2019-09-04T09:03:33Z;193 +2019-09-05T06:37:23Z;194 +2019-09-05T10:47:44Z;195 +2019-09-06T18:05:09Z;196 +2019-09-11T02:40:29Z;197 +2019-10-06T14:26:22Z;198 +2019-10-14T15:10:32Z;199 +2019-10-18T02:05:06Z;200 +2019-10-21T13:04:36Z;201 +2019-10-23T11:28:01Z;202 +2019-10-24T14:19:08Z;203 +2019-11-07T06:09:00Z;204 +2019-11-14T20:34:48Z;205 +2019-11-25T20:02:40Z;206 +2019-11-27T09:17:02Z;207 +2019-11-28T02:14:23Z;208 +2019-12-09T07:33:07Z;209 +2019-12-10T04:45:03Z;210 +2019-12-16T08:58:26Z;211 +2019-12-17T18:32:23Z;212 +2019-12-18T21:42:22Z;213 +2020-01-13T15:37:45Z;214 +2020-01-25T20:22:12Z;215 +2020-01-26T13:53:05Z;216 +2020-02-04T22:17:56Z;217 +2020-02-05T14:55:37Z;218 +2020-02-05T15:36:52Z;219 +2020-02-06T07:02:29Z;220 +2020-02-09T02:16:37Z;221 +2020-02-12T02:54:34Z;222 +2020-02-24T09:29:45Z;223 +2020-02-28T12:43:44Z;224 +2020-03-03T20:18:18Z;225 +2020-03-11T11:27:52Z;226 +2020-03-19T17:11:57Z;227 +2020-03-25T00:20:27Z;228 +2020-03-30T13:36:14Z;229 +2020-04-06T09:29:38Z;230 +2020-04-27T10:29:04Z;231 +2020-04-30T01:49:35Z;232 +2020-05-06T02:12:15Z;233 +2020-05-09T06:46:56Z;234 +2020-05-09T08:13:20Z;235 +2020-05-10T00:23:51Z;236 +2020-05-12T07:20:12Z;237 +2020-05-12T22:10:53Z;238 +2020-05-18T10:13:40Z;239 +2020-05-18T17:25:29Z;240 +2020-05-19T22:54:04Z;241 +2020-05-21T05:02:41Z;242 +2020-05-22T06:11:41Z;243 +2020-05-31T06:31:04Z;244 +2020-06-06T22:24:23Z;245 +2020-06-11T18:00:13Z;246 +2020-06-12T13:00:23Z;247 +2020-06-12T17:42:04Z;248 +2020-06-22T10:05:37Z;249 +2020-06-24T03:48:16Z;250 +2020-06-24T08:32:16Z;251 +2020-06-27T14:04:31Z;252 +2020-06-28T09:57:49Z;253 +2020-06-30T20:39:08Z;254 +2020-07-03T16:21:39Z;255 +2020-07-06T04:38:43Z;256 +2020-07-08T11:15:30Z;257 +2020-07-10T07:40:28Z;258 +2020-07-13T19:26:35Z;259 +2020-07-17T03:41:09Z;260 +2020-07-19T14:32:43Z;261 +2020-07-21T10:24:02Z;262 +2020-07-25T08:35:02Z;263 +2020-07-26T10:43:23Z;264 +2020-08-11T00:07:48Z;265 +2020-08-11T17:09:59Z;266 +2020-08-11T17:10:05Z;267 +2020-08-14T14:46:36Z;268 +2020-08-14T17:09:56Z;269 +2020-08-17T09:33:51Z;270 +2020-08-19T07:28:13Z;271 +2020-08-21T02:16:30Z;272 +2020-09-11T07:56:40Z;273 +2020-09-16T12:21:37Z;274 +2020-09-19T05:46:13Z;275 +2020-09-22T14:42:43Z;276 +2020-09-27T10:45:59Z;277 +2020-09-28T08:08:13Z;278 +2020-10-06T23:48:52Z;279 +2020-10-09T18:02:07Z;280 +2020-10-10T00:26:38Z;281 +2020-10-14T07:55:18Z;282 +2020-10-15T05:49:36Z;283 +2020-10-19T08:35:43Z;284 +2020-10-19T11:52:58Z;285 +2020-10-21T12:06:53Z;286 +2020-11-11T06:36:35Z;287 +2020-11-20T03:28:13Z;288 +2020-11-22T00:54:32Z;289 +2020-11-22T15:13:11Z;290 +2020-11-25T11:48:01Z;291 +2020-11-27T12:26:22Z;292 +2020-12-07T05:51:57Z;293 +2020-12-08T09:03:14Z;294 +2020-12-15T01:47:44Z;295 +2020-12-16T16:41:55Z;296 +2020-12-25T08:33:43Z;297 +2020-12-26T06:27:26Z;298 +2020-12-29T07:31:55Z;299 +2020-12-29T15:37:41Z;300 +2021-01-04T14:01:32Z;301 +2021-01-06T15:49:14Z;302 +2021-01-07T17:36:27Z;303 +2021-01-09T18:48:38Z;304 +2021-01-10T09:55:29Z;305 +2021-01-12T17:45:54Z;306 +2021-01-21T22:14:25Z;307 +2021-01-27T07:08:49Z;308 +2021-01-29T23:26:36Z;309 +2021-02-16T21:08:43Z;310 +2021-02-17T22:03:34Z;311 +2021-02-18T21:01:55Z;312 +2021-02-24T02:50:49Z;313 +2021-03-05T14:02:21Z;314 +2021-03-11T14:42:12Z;315 +2021-03-12T01:31:43Z;316 +2021-03-12T19:22:06Z;317 +2021-03-13T20:42:37Z;318 +2021-03-16T07:34:25Z;319 +2021-03-19T02:48:07Z;320 +2021-03-21T15:52:41Z;321 +2021-03-22T18:40:43Z;322 +2021-03-25T05:36:29Z;323 +2021-03-27T12:15:35Z;324 +2021-03-30T00:31:15Z;325 +2021-03-31T18:23:43Z;326 +2021-04-01T08:44:10Z;327 +2021-04-01T11:29:35Z;328 +2021-04-03T17:19:10Z;329 +2021-04-05T06:52:42Z;330 +2021-04-06T04:11:27Z;331 +2021-04-07T20:00:48Z;332 +2021-04-11T18:50:52Z;333 +2021-04-18T11:44:08Z;334 +2021-04-21T21:52:50Z;335 +2021-04-21T22:31:15Z;336 +2021-04-21T23:01:30Z;337 +2021-04-22T18:17:27Z;338 +2021-04-22T18:44:29Z;339 +2021-04-23T21:36:36Z;340 +2021-04-24T10:02:23Z;341 +2021-04-24T19:32:00Z;342 +2021-05-05T14:31:09Z;343 +2021-05-09T09:46:32Z;344 +2021-05-12T02:42:55Z;345 +2021-05-13T16:11:21Z;346 +2021-05-21T07:16:53Z;347 +2021-05-28T21:07:40Z;348 +2021-06-03T22:33:05Z;349 +2021-06-04T00:16:16Z;350 +2021-06-07T14:44:48Z;351 +2021-06-08T08:52:28Z;352 +2021-06-10T03:16:39Z;353 +2021-06-11T07:33:34Z;354 +2021-06-14T20:46:04Z;355 +2021-06-19T06:42:06Z;356 +2021-06-21T08:15:59Z;357 +2021-06-22T02:02:32Z;358 +2021-06-22T10:12:11Z;359 +2021-06-26T01:56:49Z;360 +2021-06-28T06:42:11Z;361 +2021-06-29T09:49:23Z;362 +2021-06-30T13:36:03Z;363 +2021-07-01T04:37:09Z;364 +2021-07-09T09:10:32Z;365 +2021-07-09T10:24:56Z;366 +2021-07-17T13:52:58Z;367 +2021-07-22T15:16:27Z;368 +2021-07-26T16:34:26Z;369 +2021-08-04T08:34:05Z;370 +2021-08-13T19:11:49Z;371 +2021-08-19T03:09:08Z;372 +2021-08-21T02:43:22Z;373 +2021-08-23T14:43:04Z;374 +2021-08-25T08:56:06Z;375 +2021-08-28T07:44:44Z;376 +2021-08-28T11:30:44Z;377 +2021-08-29T22:16:11Z;378 +2021-08-31T16:47:41Z;379 +2021-09-02T04:20:07Z;380 +2021-09-13T03:55:53Z;381 +2021-09-15T01:02:18Z;382 +2021-09-17T00:48:14Z;383 +2021-09-24T01:01:30Z;384 +2021-09-24T07:05:37Z;385 +2021-09-27T06:17:59Z;386 +2021-10-01T23:51:08Z;387 +2021-10-12T08:34:22Z;388 +2021-10-15T18:04:43Z;389 +2021-10-16T21:28:25Z;390 +2021-10-19T23:46:38Z;391 +2021-10-19T23:49:05Z;392 +2021-10-20T05:15:43Z;393 +2021-10-20T08:34:13Z;394 +2021-10-22T11:25:04Z;395 +2021-10-23T03:51:45Z;396 +2021-10-24T06:10:40Z;397 +2021-10-27T16:29:14Z;398 +2021-10-27T21:26:31Z;399 +2021-10-30T11:29:04Z;400 +2021-11-01T12:01:52Z;401 +2021-11-08T01:21:02Z;402 +2021-11-08T17:38:01Z;403 +2021-11-08T21:39:43Z;404 +2021-11-11T09:55:29Z;405 +2021-11-12T02:57:23Z;406 +2021-11-13T15:12:30Z;407 +2021-11-14T15:12:48Z;408 +2021-11-15T02:08:00Z;409 +2021-11-16T01:00:28Z;410 +2021-11-16T01:30:10Z;411 +2021-11-16T10:56:15Z;412 +2021-11-22T08:34:41Z;413 +2021-11-22T16:25:30Z;414 +2021-11-23T03:31:52Z;415 +2021-11-26T10:32:30Z;416 +2021-11-27T08:29:24Z;417 +2021-12-01T21:11:16Z;418 +2021-12-02T22:22:08Z;419 +2021-12-07T06:05:35Z;420 +2021-12-07T11:31:43Z;421 +2021-12-11T00:15:41Z;422 +2021-12-12T09:37:59Z;423 +2021-12-14T14:41:34Z;424 +2021-12-14T15:01:53Z;425 +2021-12-14T15:11:14Z;426 +2021-12-20T20:56:39Z;427 +2021-12-28T19:11:39Z;428 +2022-01-01T19:24:10Z;429 +2022-01-08T22:52:51Z;430 +2022-01-10T07:34:46Z;431 +2022-01-10T13:07:13Z;432 +2022-01-11T20:32:13Z;433 +2022-01-12T09:13:59Z;434 +2022-01-13T13:31:14Z;435 +2022-01-15T18:14:42Z;436 +2022-01-27T02:03:54Z;437 +2022-01-29T08:30:40Z;438 +2022-02-03T04:09:39Z;439 +2022-02-06T15:50:36Z;440 +2022-02-08T16:27:56Z;441 +2022-02-17T23:51:37Z;442 +2022-02-22T00:51:29Z;443 +2022-02-22T23:59:07Z;444 +2022-03-01T08:12:08Z;445 +2022-03-03T00:04:10Z;446 +2022-03-03T06:36:34Z;447 +2022-03-06T04:54:30Z;448 +2022-03-09T12:28:20Z;449 +2022-03-11T09:50:45Z;450 +2022-03-14T18:42:27Z;451 +2022-03-14T21:29:26Z;452 +2022-03-14T23:45:20Z;453 +2022-03-15T02:49:26Z;454 +2022-03-15T15:09:04Z;455 +2022-03-16T02:46:23Z;456 +2022-03-16T12:24:49Z;457 +2022-03-17T10:44:55Z;458 +2022-03-17T22:16:34Z;459 +2022-03-20T10:12:12Z;460 +2022-03-21T15:24:55Z;461 +2022-03-25T17:24:05Z;462 +2022-04-01T03:07:12Z;463 +2022-04-04T01:17:24Z;464 +2022-04-10T03:20:15Z;465 +2022-04-11T23:39:46Z;466 +2022-04-12T08:02:48Z;467 +2022-04-12T19:24:59Z;468 +2022-04-13T20:05:16Z;469 +2022-04-13T20:43:14Z;470 +2022-04-14T06:26:41Z;471 +2022-04-15T02:39:12Z;472 +2022-04-20T13:36:40Z;473 +2022-04-20T14:18:19Z;474 +2022-04-23T03:01:25Z;475 +2022-04-27T14:13:12Z;476 +2022-05-02T13:38:03Z;477 +2022-05-04T05:55:32Z;478 +2022-05-06T16:57:14Z;479 +2022-05-11T06:17:01Z;480 +2022-05-13T20:22:14Z;481 +2022-05-16T15:46:36Z;482 +2022-05-23T15:41:15Z;483 +2022-05-25T07:33:59Z;484 +2022-05-25T12:29:51Z;485 +2022-05-27T09:50:30Z;486 +2022-05-29T20:22:32Z;487 +2022-05-30T06:23:22Z;488 +2022-05-31T08:13:14Z;489 +2022-05-31T11:33:43Z;490 +2022-06-01T19:25:30Z;491 +2022-06-06T17:53:12Z;492 +2022-06-13T07:18:22Z;493 +2022-06-14T19:42:26Z;494 +2022-06-16T17:10:57Z;495 +2022-06-19T02:58:52Z;496 +2022-06-24T06:00:57Z;497 +2022-06-28T19:17:34Z;498 +2022-06-28T21:39:22Z;499 +2022-07-02T06:51:10Z;500 +2022-07-04T03:45:43Z;501 +2022-07-04T20:38:04Z;502 +2022-07-13T16:21:14Z;503 +2022-07-14T11:08:06Z;504 +2022-07-15T19:29:05Z;505 +2022-07-17T21:46:40Z;506 +2022-07-19T16:38:34Z;507 +2022-07-26T19:12:34Z;508 +2022-08-04T01:33:09Z;509 +2022-08-05T02:52:22Z;510 +2022-08-18T11:50:00Z;511 +2022-08-22T04:07:14Z;512 +2022-08-29T15:03:41Z;513 +2022-09-01T10:39:29Z;514 +2022-09-04T15:17:02Z;515 +2022-09-07T19:43:50Z;516 +2022-09-07T21:38:55Z;517 +2022-09-23T13:20:41Z;518 +2022-09-24T14:40:30Z;519 +2022-09-25T03:02:50Z;520 +2022-09-26T02:23:00Z;521 +2022-09-26T07:27:47Z;522 +2022-09-26T07:57:13Z;523 +2022-09-29T14:02:59Z;524 +2022-09-30T11:41:48Z;525 +2022-10-04T14:38:37Z;526 +2022-10-05T11:12:23Z;527 +2022-10-06T04:45:49Z;528 +2022-10-09T09:35:46Z;529 +2022-10-11T10:05:33Z;530 +2022-10-20T00:53:28Z;531 +2022-10-22T23:32:13Z;532 +2022-10-23T02:05:29Z;533 +2022-10-25T06:01:55Z;534 +2022-10-26T18:16:37Z;535 +2022-10-28T10:22:08Z;536 +2022-10-28T11:07:05Z;537 +2022-10-29T09:14:28Z;538 +2022-11-04T08:05:46Z;539 +2022-11-04T18:01:29Z;540 +2022-11-10T17:04:07Z;541 +2022-11-14T04:42:14Z;542 +2022-11-15T13:13:51Z;543 +2022-11-18T14:28:14Z;544 +2022-11-22T06:45:02Z;545 +2022-11-25T20:11:06Z;546 +2022-11-26T12:26:40Z;547 +2022-11-26T17:29:23Z;548 +2022-11-28T12:08:28Z;549 +2022-11-29T14:53:21Z;550 +2022-12-01T18:47:20Z;551 +2022-12-11T14:36:35Z;552 +2022-12-21T17:10:06Z;553 +2022-12-21T23:29:18Z;554 +2022-12-28T16:11:55Z;555 +2023-01-05T09:17:09Z;556 +2023-01-08T09:15:37Z;557 +2023-01-10T06:44:06Z;558 +2023-01-10T18:37:50Z;559 +2023-01-13T03:27:50Z;560 +2023-01-15T13:52:49Z;561 +2023-01-24T20:15:27Z;562 +2023-01-25T03:52:39Z;563 +2023-01-26T09:47:08Z;564 +2023-02-02T00:53:06Z;565 +2023-02-03T19:52:54Z;566 +2023-02-14T07:58:56Z;567 +2023-02-16T18:01:51Z;568 +2023-02-20T15:34:29Z;569 +2023-02-22T16:32:35Z;570 +2023-02-23T02:40:13Z;571 +2023-02-26T01:46:29Z;572 +2023-03-01T01:33:14Z;573 +2023-03-01T12:37:54Z;574 +2023-03-07T14:58:58Z;575 +2023-03-11T15:54:36Z;576 +2023-03-15T08:29:42Z;577 +2023-03-18T13:47:21Z;578 +2023-03-20T14:11:56Z;579 +2023-03-24T10:15:59Z;580 +2023-03-27T11:24:26Z;581 +2023-03-28T13:06:18Z;582 +2023-04-01T13:30:26Z;583 +2023-04-07T07:04:38Z;584 +2023-04-12T13:37:40Z;585 +2023-04-12T16:21:27Z;586 +2023-04-14T07:27:20Z;587 +2023-04-17T10:53:21Z;588 +2023-04-21T10:58:38Z;589 +2023-04-21T11:34:55Z;590 +2023-04-22T15:46:33Z;591 +2023-04-23T05:51:12Z;592 +2023-04-24T09:02:04Z;593 +2023-04-25T16:19:54Z;594 +2023-04-28T20:38:55Z;595 +2023-05-01T15:14:09Z;596 +2023-05-04T04:08:23Z;597 +2023-05-21T13:10:57Z;598 +2023-05-24T06:49:13Z;599 +2023-05-24T18:25:55Z;600 +2023-05-26T09:12:40Z;601 +2023-05-28T12:14:51Z;602 +2023-05-30T06:11:58Z;603 +2023-06-01T02:42:13Z;604 +2023-06-06T16:27:30Z;605 +2023-06-11T16:13:29Z;606 +2023-06-13T13:48:16Z;607 +2023-06-14T17:40:17Z;608 +2023-06-19T17:23:16Z;609 +2023-07-10T15:28:12Z;610 +2023-07-17T10:25:35Z;611 +2023-07-18T00:20:29Z;612 +2023-07-26T20:51:09Z;613 +2023-07-28T08:48:02Z;614 +2023-07-31T09:30:28Z;615 +2023-08-14T23:25:50Z;616 +2023-08-22T09:19:47Z;617 +2023-08-29T04:41:45Z;618 +2023-09-01T18:22:07Z;619 +2023-09-02T15:45:05Z;620 +2023-09-04T09:50:26Z;621 +2023-09-11T01:38:48Z;622 +2023-09-11T11:31:33Z;623 +2023-09-11T11:35:35Z;624 +2023-09-11T11:40:46Z;625 +2023-09-11T15:37:10Z;626 +2023-09-11T16:27:55Z;627 +2023-09-11T17:42:26Z;628 +2023-09-11T20:02:30Z;629 +2023-09-11T22:31:10Z;630 +2023-09-12T01:18:17Z;631 +2023-09-12T02:53:01Z;632 +2023-09-12T05:12:04Z;633 +2023-09-12T06:29:49Z;634 +2023-09-12T07:00:28Z;635 +2023-09-12T07:10:03Z;636 +2023-09-16T09:16:49Z;637 +2023-09-27T01:56:16Z;638 +2023-09-28T03:48:55Z;639 +2023-10-05T04:31:19Z;640 +2023-10-08T13:08:17Z;641 +2023-10-09T07:30:38Z;642 +2023-10-10T20:42:39Z;643 +2023-10-11T15:07:50Z;644 +2023-10-13T10:43:24Z;645 +2023-10-17T13:48:13Z;646 +2023-10-17T19:06:24Z;647 +2023-10-19T09:00:16Z;648 +2023-10-20T06:55:19Z;649 +2023-11-01T12:20:43Z;650 +2023-11-06T18:00:35Z;651 +2023-11-06T22:31:01Z;652 +2023-11-08T04:14:02Z;653 +2023-11-09T06:29:58Z;654 +2023-11-11T16:10:57Z;655 +2023-11-11T16:57:01Z;656 +2023-11-11T17:12:55Z;657 +2023-11-11T19:13:05Z;658 +2023-11-11T19:58:56Z;659 +2023-11-12T02:55:08Z;660 +2023-11-12T05:54:04Z;661 +2023-11-17T04:50:23Z;662 +2023-11-17T07:59:35Z;663 +2023-11-17T20:39:54Z;664 +2023-11-21T08:31:43Z;665 +2023-11-22T03:41:08Z;666 +2023-11-28T13:10:10Z;667 +2023-11-28T14:54:51Z;668 +2023-12-04T05:19:29Z;669 +2023-12-13T00:00:40Z;670 +2023-12-21T22:09:13Z;671 +2023-12-22T22:20:18Z;672 +2023-12-31T02:09:36Z;673 +2024-01-07T03:48:01Z;674 +2024-01-07T05:33:20Z;675 +2024-01-08T17:28:57Z;676 +2024-01-10T14:58:19Z;677 +2024-01-17T22:23:11Z;678 +2024-01-23T12:48:42Z;679 +2024-01-28T16:37:18Z;680 +2024-01-29T08:58:19Z;681 +2024-01-30T15:28:01Z;682 +2024-01-31T05:46:30Z;683 +2024-02-05T03:59:50Z;684 +2024-02-05T17:36:48Z;685 +2024-02-06T03:30:55Z;686 +2024-02-09T12:01:17Z;687 +2024-02-23T11:03:05Z;688 +2024-02-25T16:17:43Z;689 +2024-03-01T05:28:18Z;690 +2024-03-12T07:13:53Z;691 +2024-03-19T07:32:44Z;692 +2024-03-26T11:50:47Z;693 +2024-03-27T02:06:59Z;694 +2024-03-29T23:36:33Z;695 +2024-03-31T12:00:36Z;696 +2024-04-01T07:16:08Z;697 +2024-04-03T08:07:22Z;698 +2024-04-03T19:18:13Z;699 +2024-04-05T08:42:15Z;700 +2024-04-06T02:24:29Z;701 +2024-04-06T16:43:58Z;702 +2024-04-10T09:02:21Z;703 +2024-04-11T20:18:20Z;704 +2024-04-12T18:25:57Z;705 +2024-04-14T23:04:42Z;706 +2024-04-15T14:44:24Z;707 +2024-04-16T02:40:49Z;708 +2024-04-18T23:00:36Z;709 +2024-04-24T14:30:52Z;710 +2024-04-27T09:20:38Z;711 +2024-05-02T20:03:26Z;712 +2024-05-07T04:05:21Z;713 +2024-05-07T18:47:49Z;714 +2024-05-10T18:05:01Z;715 +2024-05-11T00:54:10Z;716 +2024-05-26T17:12:07Z;717 +2024-05-28T10:49:24Z;718 +2024-05-29T02:26:41Z;719 +2024-05-30T11:24:57Z;720 +2024-05-30T16:35:40Z;721 +2024-05-31T06:35:22Z;722 +2024-06-17T22:18:00Z;723 +2024-06-22T13:49:04Z;724 +2024-07-05T02:29:50Z;725 +2024-07-29T19:14:32Z;726 +2024-08-02T03:49:42Z;727 +2024-08-04T00:33:09Z;728 +2024-08-04T08:13:44Z;729 +2024-08-06T11:04:07Z;730 +2024-08-06T11:12:14Z;731 +2024-08-09T15:33:18Z;732 +2024-08-12T20:46:46Z;733 +2024-08-13T10:17:52Z;734 +2024-08-15T20:37:12Z;735 +2024-08-19T18:11:19Z;736 +2024-09-04T03:58:18Z;737 +2024-09-18T18:57:17Z;738 +2024-09-19T01:35:20Z;739 +2024-09-20T13:48:02Z;740 +2024-09-25T01:32:07Z;741 +2024-09-29T10:59:12Z;742 +2024-09-30T22:49:10Z;743 +2024-10-02T06:46:56Z;744 +2024-10-03T15:21:31Z;745 +2024-10-08T06:41:27Z;746 +2024-10-10T07:38:19Z;747 +2024-10-20T08:58:08Z;748 +2024-10-23T02:50:11Z;749 +2024-10-27T01:11:31Z;750 +2024-10-28T17:46:29Z;751 +2024-10-31T07:04:41Z;752 +2024-11-07T03:06:19Z;753 +2024-11-13T09:47:41Z;754 +2024-11-14T11:50:58Z;755 +2024-11-15T13:53:21Z;756 +2024-11-16T18:38:31Z;757 +2024-11-16T19:39:52Z;758 +2024-11-19T01:07:49Z;759 +2024-11-20T13:32:28Z;760 +2024-11-22T12:01:04Z;761 +2024-11-27T13:42:07Z;762 +2024-12-05T02:37:57Z;763 +2024-12-12T01:26:21Z;764 +2024-12-12T14:42:32Z;765 +2024-12-12T18:57:32Z;766 +2024-12-13T03:34:24Z;767 +2024-12-13T13:47:06Z;768 +2024-12-14T11:54:45Z;769 +2025-01-06T19:51:42Z;770 +2025-01-07T09:49:59Z;771 +2025-01-11T01:35:16Z;772 +2025-01-15T06:48:54Z;773 +2025-01-20T12:26:10Z;774 +2025-02-03T23:58:02Z;775 +2025-02-10T07:13:09Z;776 +2025-02-11T00:33:56Z;777 +2025-02-17T09:41:33Z;778 +2025-03-02T14:05:05Z;779 +2025-03-05T16:28:41Z;780 +2025-03-07T20:09:49Z;781 +2025-03-17T02:26:32Z;782 +2025-03-23T03:34:46Z;783 +2025-03-24T03:17:49Z;784 +2025-04-01T15:07:26Z;785 +2025-04-01T20:29:17Z;786 +2025-04-02T05:07:15Z;787 +2025-04-11T05:30:02Z;788 +2025-04-18T03:10:01Z;789 +2025-04-18T13:57:09Z;790 +2025-04-24T15:35:05Z;791 +2025-04-29T07:23:26Z;792 +2025-05-05T06:12:56Z;793 +2025-05-17T17:08:30Z;794 +2025-05-20T08:49:49Z;795 +2025-05-23T17:24:49Z;796 +2025-06-08T16:59:05Z;797 +2025-06-11T12:23:19Z;798 +2025-06-18T15:08:35Z;799 +2025-06-27T07:34:41Z;800 +2025-07-03T08:37:01Z;801 +2025-07-17T12:13:07Z;802 +2025-07-18T07:24:03Z;803 +2025-07-18T08:34:01Z;804 +2025-07-23T11:39:13Z;805 +2025-07-29T05:04:35Z;806 +2025-08-01T09:21:07Z;807 +2025-08-11T01:17:40Z;808 +2025-08-11T08:29:01Z;809 +2025-08-22T21:51:00Z;810 +2025-09-05T09:01:30Z;811 +2025-09-26T12:39:49Z;812 +2025-10-21T02:16:17Z;813 +2025-10-30T07:46:16Z;814 +2025-11-02T14:08:18Z;815 +2025-11-03T22:30:19Z;816 +2025-11-07T07:34:24Z;817 +2025-11-07T16:24:15Z;818 +2025-11-08T02:48:15Z;819 +2025-11-09T16:48:17Z;820 +2025-11-10T09:00:08Z;821 +2025-11-12T08:48:57Z;822 +2025-11-15T06:38:41Z;823 +2025-11-16T06:15:37Z;824 +2025-11-22T10:45:59Z;825 +2025-11-24T08:21:17Z;826 +2025-11-26T17:40:15Z;827 +2025-11-27T19:06:55Z;828 +2025-11-28T23:55:58Z;829 From 0018c93923318a45a50f4bd0b403b7d02a76ffeb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Mon, 1 Dec 2025 20:21:19 +0100 Subject: [PATCH 33/35] Reorder based y value of laster record --- Fig7_PyGMT_datetime.png | Bin 54684 -> 54604 bytes Fig7_PyGMT_datetime.py | 12 ++++++++---- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/Fig7_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png index 7ba4654f2f8f7901f55d485216882ff28791eebf..7e82b2829ba4c1775b09a83aa4ff6d07c66c7427 100755 GIT binary patch literal 54604 zcmZ_02RPOL`#*kE8j@8?Dl=s7L{>)j$ciJR$W9sAqhv-_W=5GAhj5S`lD$_5nHkx8 z|L@oF`Fwxh|L?kf=em0L?l|Z5T=#g~kNffDuc|C_fq;?#g+g7Bla*3Kp-$gNp-xJi zJpu2Od;Yx!f1P_Ft7D5oanK`w@ElXcUcs9;?4-5r)UBV{IT+d)qhwSSX=F^TZS8EI z+L*ntqY>ob;r_Y4cL{}}LCHzo({POYH*973sNZdAPf6E^NdAqVnv_%LPq{mO7qmn1 z)JVC6WzEatR`8x*^E}x?g(t`1f5NC|yOp7n-b?6K*x)S=oqYTa`HWn`OGdT?rkj7l zJi}2BuhS{pDx07*=}78N|C2Hwtl>;b3cVMC&l4!JRhO?7wb}izet>xGK>U_ZZAG8H zTAR}t_2JPG<=m^X!SCJn6`iK0vC{_zwOoPD6&zY}z2?1Kfjv3+us9T|!IzefU8&p0 z$LGhH;3G<&69t)CS%qk&{tYbVKcBcj$KJ{nh{iCAy6p6GP09C~Yj*RgcTHkd)GY9D z4_TeeOCb*7;%{HwE>{fA>@_bQ;wOaRo)_!p_D?-6>Q$5b@55s7FkNI9Gx&})mGh-L zU%5u0Wi@mAmGIR6`z)JhBw1LPj(H(Ex${M=!jx2Nn59J-VJ*plXKY$Vo%*@|&OGs6 zAofJK*@Hs#g3dYPrsgp8dE9J5#L~k=#ZMUB3!mgZy}BB0NRcncb>Y8LHG#(m%HaR1 zo{(}H3dl_9Lks|gn*2#~A3f&X82CR=x#soDks@&GP6iqii^dN}UmICETwJQ$8gc1d zJcs)Z$^GIXhAzrS`Zf6;M_V3CwQ{((QLeP`=I@}hxPS2k=%A0^ZlIvURQGQDad7|Z z5GKlqd(-o3=;h;|^7!bW^?S_=zt^UR!C33-*x3c#Nu{)%#C_s)Yez@OhC(K`eAPzm z(_^Ji|1(nsDfB(Zz!=yu=l`zebZ8_oJnS#8xq3pZI78v_AT%C+*f%fCRGs{bAP*d%ZsK#>`vYCszxYUF6N#aZ?dLjFaC*T~*KO zl@ifN?(DFy(8_AOBiC=Q!(u#i5Y;pI;p>G7&+8LOr;(5QwW}5nDeV%TQ>UlpJfie5 z{B{%tbG2uQkTjzUtp}*rirugt*`{6(MDr0*MjmzFb@rBw?@}$V1NzxHoFY-5X zJ5BxGi!FUtQ?ocAc$5mJ)_Zflktwlx$HbW%%07#u}9KTt<3=^Bl8M_lVQq_$9X`m)Nw%0BJSc z)|?HNJx}Ta6Px@iwqGlD=}429kS)}z;&699>5;;z$`ss=laLi)Nf-vKwb?hH(jrJuY`MTOoX6kj}khCK3&(wzCyoI}~p$SXyL zk&W=x?d@;5A2RImqp1MSCOQ1iov=vUWd9HyYt$k><8SDevYmE*kOJ$_Xlce3B3l(U?$ zC3HtO-L7wccXUkY@jcr1$=zks+}aEl-LDs*+8ehGO_(9AmdBo2^7>_BVj`_IC90fI zMuco6?(41_0ULW~u5g;h-hLE!l{xZ$nu43y71vMl=b5Kox<_7oDe}biO@!&rRPk0w zjwG`7nORfYy4&qx%7c6L4|7$q5jIk2+2rMTuh*>QYIO=rpDkaf%#$FW{B4hJg-6F> zwKt_uVN{e9w@86lUPlCiZciG-*uji*!FNGT(KnzmGZK zCqZfn_cL}vyL(=Zb-d2)&zQjWJz?odI^LvR|3_?Ae%KRT_Imvr zpJirC7mYE76#m(*ks%XUs=WzoX?rqVb3={9Ybd4T1ow&9=N+#cHD2(Yh;_XDdIV2A z+snG2%+1HAk=w7w!>9)i?X!T^>$fOGD_ZdW1%KG{S}OltagdC%@NE;@`*kJp-LBNL zf`Wpi4QmGn2e85$D@!mHou=4?E$TGoqYQdpY_T`TWx+d#3@&iKYRRFu zW5;B#yZ9C_qf+1XYBzEJP(%EpX7+Qe5M*(;N(?36#YZ=viDie(n!W6dF)MU3}>kqeeD}_j4 zm3QrEHR_W%b#--D*Y@|z_d>EuN=mq#A~VH!XAyg&LC0&YRo9&tIhhu|dAQQcD)W)m zaKs*4V&l5eBI zDl9A{&n|5md@75xKhJEEtKnOJRR;I))G*1d5y`FOq;VInm?)2av)}!RSrI$BR<#$+ zCClpVhjmq*PqCy{?Pj>hZq`PtY0E>cRx~eWmj+AKa70rC&x`&g+*JeDgP(W~n4OCx#Bv(8~MEoiN?zo7Xi)3#QNe(|66CS$d#R zh~}4mW_S!JL$bfCV>N~ihOc0}$Lm8P)M2@yvtj?V`3|(oy~nfH>AP0tZ)i<*4Wu)w zo>D~O5=v@(JxI6n`4=B8u+bhPG9^$Gn%d$H)e)=BAoPrk`DVC+kGB=Eg}oNc4-z=ypQT4;CZ2G^D(Bardz9OGz$fVo%sGzs!&1cgh_K zcx9!3u*`In6l#w6vAA$tK!GI${Jj@?e`G@k7Pyk-S??F&Yf;f>HuO(75__z+k9(Pl z;SN`-?qLFhpAGvE1`>sH(fU4toF!J8YWOl1gu_&2FV0u)pOxUnZtJH&P3MZFqP% zA-J`z&HSJ#!ZH{O@kUIHQ#t?tjml`WUazr@c_kib+|((u*GyK(a@VCa6MTCf0&NJh zW^(6OOqZHMs$z9`&V0VRyy!D$arfI+RL|JSip$DaB~oF`?GYY`XQHBuRCx=Fi|>Pj z_k?_+S~yzPkb~@^-|t{m>V||7w|hz^O(EU-H(AU>mD;)(2q|cyu{W~KXZX=z2j(Fu z^Se-wsryIHHs4SFJYQPQ)Z)IiI)H98B;iHy|2V#Lu8NA9Z*f6JXzi`*W)eWPjf;cpOZ~gckpS$TE)EgRhR}gU)+P{za>Z}Cgls*IF^a-Awvm(1;IQFjmeM8Y8mk1BQ-s=jhT{whegl@Qp#`EK-%bP0f z7I^MYJgKw%o`rqXPVWlFW5ZcbL&5)Tb5Fobe)-Ts6B8^^dyydoiTRd8gx#Yqw@%l- zySfmYw(#$t6c39&=4ka!y_<`RuCn=3j5wG^fJylWyGBpN9Aq(Ep1XM&@f6NCoddqcDXXv*B2@5@1mudp>g7^y16-0I?%Av z#azfWi>;qs5_be>6Rn^+HHyd``}SsE-!HO(4HQwKpK zwfs9NQI8dbC+2U$b5O!_*x2}2>Mq#R@;)+Sx%k3^k3N?Y#7L%izZE%ZF{wNdJ9^ll zRK7)3xnIcX?fTHsT;ir!nFD<$?T0|@q=5UG3K!}hi+NiiI7sWceP>E(wHb0JmwIpA zAsr32f#frE#Qv4wey&Sf+&#O|t zy1`i=YcArj*xk5!O{kZNcl> zH>`4mzd7EUHm36>@ED@;!gi>@ZoYe1c{mkadcpu^Ox9k|BP+{ptk(P~j-YT7z4IbE zN3zODb?QS?Nlz3Kq|T-xIU8?1%>0Hyg-zGUl?a{j_StL2lh!g(T5gG&q;m0B{*V@6 zL+IMY)_$zDyKd-?9^`EeXfN(+#ZB=jHff9+u^Wf2Wm?voW!xRQkA6AtwDftO9ft_S zHGXhyqX6p1Yjqcm$hSpP>jB%)KpDefKX|W;Z_DcS9RTz8NZhBFD@3+<_qJejb3E`% zU~y<$>X@q~)@0cjYggCb2d@*7$A_0h6u&Z)Asd_(vPJxAkXjm@|D@SYCCO!(uc-X; zACyQjKAp@2ZPzWMi{rL`MTgsko09>j3<)uAjnwk>h?lHW9lMJZ$7G=w(}J5IQ}f`{ z8DrPIU#qdX8QM=uUH#}!-cwEW{y^~iZFIv;$1TcK`P6ZD`%mgip94d}Ft2Sg=oKW# z5ksDoODF$2rOLnV&zqhgETG1QpA!dXJdceP`P)r=#iXVj|E!nn`Hbn}bKDspFG!vi zqH-bb?QeWvQ&J)rReX1YeA7~v?}o}cm3gqwbGsXeYlWT{mR7KzYqT9}PJ?oazMG-5 z!j%2`MdL@8Ola@H`QA0qL_cVaSmGUOF$K&m!mnCnZ*=_K*-QEM4^sb==V?WvQ@u6z z`W!s|IUs3_^JU!4=lLCS(^8B4s;dgY-g>l+ib`&J&SU~GER6u2VltgTQThD@?{%6k ziIIKCk#Xy!Z$eU4c$mVdfB$`9c9@l#tv*u0<^7+jzFg*yxlRQ=?MQZ5wo!xp(kMMaZ;cXph%XmxCD zZ4Fo1G(DbmA=n0~HvsSl)RQhjH4FaerwJGfvc2Pr6^WY@V=@7RFJ%rp9sNG!F9^Br zSQt1%DCx0A4Blfq++%0+Xy0HiN^nMGUG|hd&zHgB;TzP{S0dCS#nhyEad!Vt7H^0YV1le_Qse-GGhZnpR%ma z*KnTe$?}3|BkyP;tBSuW+r8UtPr3dkW5-kR4p@rX8grDef+G?XVI8&|Z@&~>btVpE ziD()dGi?70AicP_xQ_J;E>k2ipwD{kY!Dx|tt1upI?S;cR!42hpZj{Maj=?MnqAU>yHla>O z>wm?tm21|A7MH;t-M>G6Nlc3b?GBIlSHH^6WBh+L*qIrX_N=W+8GgINtHu^;vSYKh zDME))OkN=|TmSj-Xm_>0^3t7k+obVU;i_^P9Kxjw&XZ8vn@#Fgg|_2Lrg+3X76H@Et`KD^X}VB{o1Cl_guG_U$; zi>uoY>xm6{`jw9kAv9_33SqwL`BJ@%Fr1tbX@NIs451iHvj*EF6GUimPgD(YmxNfx zfzLYCGs*(2r(H~Ze5w>uD>aY=r1KapwGF2Pdp4-1;@`A<^-3$SgUs-<6T(M#n9K#T z>=+;UY6e}32_P@~Slnu?6P3GU#TI!{kPu;0$cic|;@6Qq^27uC3(nQgJBaWrMk4#G z0+SnkFJ3b4r}`2)FP#*+u=e(tVC3=xkX$~g%Cv9*wdjxyyUxhQM~BhCLs!38tA1MA zhp$MFxyI9NUhl4yivh=TWh_du@KICQ8&bFTei4PZZ2(@67{*0Wu;rIFUE!}KE581o z1CvnsQeppGxEvI?(cGhFE*VV`YNEy0U*TRqOc*N>@66~j<3HJ6AvE}ibO6$@$G1Dl zMRf1kbDjPfVJYLPmqYs{7lupbHC(3j*8Yr4&AU)hyN~TlIc1Wp1|g&@NeqPPmkyuJ zf#h&^*YCy-4Cru%|AFdz$|P7Jj_3v0<1jC(B)Go#!y=dK!@X5smITsKZg_-Ymxz2 z4<7$_db-?tzS3~}FQjPCdl$2(R5#|S_v3GM<`)sXSB$z3so9A z&Yw?8_ykE85{mk+$OrzGCkF#z8yf#F1-dI=ST6R@LKoS|*YTAvo0)wf3kSho$Q45D z0C-IqvdczW`9SO1yQvLtiX#Sv@Qd^38RiPQe11yOTvAV%>d{RXWmLns7yS{mC(2A; z{iTOgYDVZk%;-$ztXV2)cpB9G+!7=Em2BbypYGz$S+- z8N|kYy2Ba|0r;|*^9DwH%VV=^pkYgco_6crgYk!}PLL9|^lN^U5ygaqXL;gvnr-=E z`IN53xZlLWXI}9_fm{NV;7ohSdX63hKG&vvD z?lX$}7_EW>sJwtbgMxzLR~OQ6{FT#-^n^+#)eZZe)tIz<@Vwuwy_05&&)P{=PW)u+ zmrHb58BuREr?&r980SxC=XAirr>*}|y8eZo!5lTq&qpfzeXnXJo$Ks3#dujnjo&4P zwoas2pKul$qm`w(agCH~fJ4AoEv+!X3UfA*O2 zWqYHcm{kPEF1D|!-g4qAmqh`?YCz^4dF<{_;EuC{#Qv+-B&{3J@55N0`HmrOI9hWXQ}skQ<0>q z)PpAx%tYr4Zof;Yu-mk*TDiaNHXcpDxy~yM6yV~-*pxL6%7|A2OecHX3q{4U%F#^T z=;4PnGst{EW?xcxO^*R~ig)_JhQPo4tqfH%Yxk57XIvtQq0Uzp3`}B=>+kt7QnL;J zs5^>0b%tOPJ&1u<9eIopl{A`6#3W5M1ADu7QbeZiAxi`xp4QJ>sy-GtbV)N>6Ii|b z$3*M^{zRDdG}y`U(e4g2EoQ78&<>&`M`ns0{^sPy%que*xc2t1ncFegW;JY>*oo8t zk#&(%E*$#5*4&weS2tof6P(63tGvy`0&}IZjvhG^;}-Xw=4^+J=@a>6D8~1TsG%xf z?X>wN{LLiOjDY65(wo;2j7%reA985wU3+JoPRZd+T<~UP`JQ8Av|>MvJk=5d7V{Gd zT3d-eZDXOrz8&xzoEE^DrQE+c#1UtMTxW$AzIOWaS3sh^=;o*IC&hM#-S-Kd%gsNC-^FLeHg{O6*Ph%^+F@O+i-a;`$= zLEm5w7(Rz~YA?jNm~=Asdp=r4ICkGNAujDD#9Akj2wH%UGxO3g20ol&Oz7^AM;qs=uN!&T)YU%tOl zf~WdFkNn+|M|o;0L*ftPkFLod)rATVQf28P3Aln3+5*$JxDJ4-spcZIM@RCPLZ>A~ zFHKH&wrAm$izxlk{d2o5SK5VN?v0jTGT$hXQdkgK*Z%^oiHq3}J9}J?$@zR`qGGl5 zs&{5u^mQ{sD477kCDwn9A3CKd2L26~uqu3iV|7ig;IrM%u731|W_9lk{DtWSmvySN z>tJg(x68Y+Y}_~X)6nDfl~mm6qVrZsT8Zg3&4F^=Sa8yX&a87*Q1$pRd4pYi7KP51QS4;wnbpDjmGO}lGE-W_5ks+GCjx1*CJHP3Xk-n_R&?K1k; zd+mX86mjBv|Jlc(*H5oNuxjEW)XAOXVOOwY3}^=$NeW$vW`BWEk1i}3OI4lscQ3r2 z2^iE!ieF5us-R#(jhA0Q;7Tvs&S6VRF@w6WQa2GXakvmtF6Ylf?@vM0zH7t-$|LGF z-i9|p@4{xI2@A3r9=OZY@qQz~BQbMgP{3mK9q^mRR(Jwd^|OqXa-lU7Zo(OVFl1dm zwm!tv=8@mdfPQnUIV_{^xD)&(4x;1}zcLEvR3Fvgq zA`%|^?f$DcV_7RrLqYwSo{kG4(ue3F|7V}SrFv}tIu~i$p_jauwRdFvd?4dN=R0t3 z&-Uoz1))pMn^du3*!<>1E2dYxbsmm{F$#Y+_?URNLW9Z*g`8a;Cce zA2Ll0#{T`wX3Na)(?uwnojx=C_LTRz`hso~T3@9U6%HP6Lonx8I^T_=_z7Tg(#Rp) zpweS~T5R}AV!NyBx_Y`yF{exECD!QX{w=yVl3*wdr#@~SiVit*L`}_YJ5}W_mH_eh z_Xks#jVZ%8i{LlCAG-M=O@p*Ee11)C;t^5Gl1ubCC)U|dM<+@b#(meK~VI*X@ zz)K2vbdYHjo6gj}lVTQ6*{Ip^kJ3NCk(=qXxLtO1xZ;tk>^oY(CwMQI7Ha;f2%)Xv z0~X1lKXUP_i`d`Hc@U&cvTesN#t1oO+O66Zd+@8M6n0TMbmu>r7shrgvhrK=@Skj&noHS9 zI1jxv>h53JA3m5O8~B1WUur&C3Edhx+XXC7l+F_P0Z^o=V(nqAUdnPIWvd#7PxIJ* zV(WiAOh^@B6XMk|xYelisI7&BV;dIWCG-kFRE$sIe5oiO-%X%F2Erdfm7Q%dB{9@i z&1GRb4HnHQQ{5o<)<#Q@GKGS&in zX-Dj3L10AIl|>jCC|Kgv4RnxVR1X0gw;AgJzm66UieTW?LnIoqKB}y|qPdqaI?h(D zVKH6lztOTzRdXd1yHDB~=EAK3T@*6~?85a+zj-sbEY|*RRj#a?sNa^hcnsmBrL{FE zIJnGU8^QT+C&S)BVln1!=h+y*pBK@P?tM$~>5hV`MXT`hCqldxzW;}8rh80=uTD2f zHtZ)7xp);FTP>}4S1MTCM2Be>H;+xZ+zNZVZ5+pz<7EV{5 z%i|MV0h9V(Phza)&RYH>25<|NpkxYp$l0P3oWvI;EhftV}J z{M((2m0KOn8rzos%+;gvY_D2U#4bFS8Bjw2`H&QhZurw zOlqe03RgPU?H&Lkg$jeC?OSke*gfq@FYIdd;4=!%SbCO(-8hqTMd5!cE>59gfvuuIIrBio6ArMq%HSxm6aR{u3*=B_INGjV3_#26ebO=bH z8z^*=Qq2Z45{uo}3Ou&|tR3+W(CdIfz{{^a0_n%zbV1Zl-|6iM%Q+@LxlTL`2H56Mv|rc`mQ%|SnQcC1co+0ja{2$PG{lbbUC53qTO`{<+}ZAOTfrK z^2OX=Oufe@v0S`N?8lGSsHq)@AN}v@TcG+}$QD>Gf0qgE%`W_brrf6LR3?9LvacE9&oom?B|+StlJ6r!i2 zzvJKZmOZcYq^Ur3ceS$=b69|(igjyPuc*H%Jq-G!WV%>ZjE4-fx9{l4h?YA00JS+H z@o6n^C65PNHEQdemZu(}Q)3VI$~!LF<&QKRLrwf^z690fD?GjwvEd!ISLX+;CLKPj z3VD;dHxz5Tk(GGdpI1m?R=^m3xqHn0WoIuDTuBpdX5Ln%zL=pUwnm!Xc5g$2W7u2y z_u40I{5u$p42{WAXA_h9)MfdD^JZrw{wHAH;%GYmhfWkF(t? z+RiXk1)fIcViHi11$H+g8JUQ3^z!3NH4|8}IX@`=P1z#R0hN{I%z)mEMlE?FO3!SL zS48sq)iTHHJ4R@7fvud{57d<=d!J`L9<8!L6?ayGsEfeT(n;xu?zm(VQ?+h}Tx5nY zOAVtG_sM331Y;q!_DgJO>lbFAmv7|h;vd;@B)DQuG+y!U1&$R6c6n2G%WdAoZb?XS zXRJ_0#q^q4V|!o+xbHGY#v?Z7G{R<~449Yh2AI zE@Rb^r_39&m1fS7Zjh`P%L zB6|KJ@Co})FIL{{(^rDBisSql_Mm{b{I&TvT609$yjICA{drgo@;=-N8@;3`eUXj_ zcs;Yf7VBm8&N<6CQI~*7~e|_qx7VsgZLr*ni-` zP$>w#Z&O=_jESjWD`(>ckq=Gk_*Eiq?rUsH-EoZ7F2#A;L~(w22U02C8t1vzD~@c( zCni$eRJ6!b)8|!X7six~EXIzJ-hRR^999TB(Comtue<(BsaVp;;a3ZM9O5+XQ|4>< zQNQG^mNNb$_$b(-&g8F#<4eP9ey58XP@D+O**QExI#ojjhp z`fiQnXlH2ruFa57O}c%J0DJue%F`0roh@JE3;hl2^jG^D>>3qrO+V>CUx}wnM?lDY z%HgXcCU=9EJG)f)>Yf+r*oABUtCDnOk|!k)UOad@I=a0<{pkHBSEhTKY=nHBTTSV{ zRbm-YMUQ5kgCnQ<-`=O+#J*NkVERltap%II%{c~oqBL2BZY-b&t_-c4_WC+wYBu&j zL0hEQ@9d6zJhBs;mc;XdXcGLTe?I6w{j9nvx`T{;tfyVKYG**qb$REAav}7Dsu!6q zc-kVd1`9d&aO3SCp=0PH82b`8#5852d%*dK7ulhex__}PLGn^`dlO$YwD0Hu@w6{6 zJ5lQAC7VEvn*s;?#EThw`>O}Z-wiKUfN&L7nxvJLAy$OOfT)u*H2m%Lb@#d9qj(=# zRx*wSmxCpt55k*Mb#{(R%+XP{Ai&IUiu`sE@>3Gd?wnyjCax!FYgB3n0z_NxPT?5= zM##N4Kbn{kGwFHXnL4*seX)pe-C}e%q;e{n3xKpZ|&mT-|z-g@l#d2sY72ECY#n1 zl9dkVl`^eHMy*5Rzc8u4c=Zc}Puc7^eRCL1eB!5MifVMEq-KK<=N0pWanbaBoSbhU z06p;G@kGMbHzsdi0a8rp_|4T#$=3E$&cIYE!Xo?>LB*q_g$A?~#DQ_vxm${j^$}LM zy}MJP+0pm&iIW@cW>Ud%naPtw#z{`D%i>Io#{{jt`0wgtn3{(!sc&1{EY&}|uZqel z$hVJSdVb6Q4!WfRA}obWSdtpY@+J0O**v3AcpIr5oJwHpP`G1n%gM~CTui!hI0-^SXX`w1YD|9)@c^>3MbR(2{X!69mEw{TyD)}FnYhoGG zJ(kKfHWUb1O`8r6gj!|bUB}!ett`GVAfi6+6QEP?{ zbaQDmp>?s!>dmk7W;V9Q)FL*?N`jC7nhQ;IjZK2IG|nq%F3-Si`MCC5gjwl*tk1eCA{v%1mPyq zW#>Y8HGpk@f0TP9FiXG9c!Kn*#<7s+-Srfl2pr_#q@TVBw)ORCechBS)B^vk-CPJk0>EWAKxZzds~l}_ zbrMc<+usNnhhq9IvqG%vil)KdTei*~+^p%_EeoZ{2309saqgy~uwMH8 zF`R3Cq+~?Kf$F;?ANBbRpBC&-Ek$kC#WS2EY6H zFnl`?0;jrYO+|d{-OJUwj8dPdj~7JqP^wO=D}A}uOk4A*Uxb9xpv zyNY@Pe3^Xz2JMk$F%R^7fZ)`BPx=gL-+G>Eq!RzdQ>WcW2zzz?PVXv}w2puH2S%nJ ztv(}H;30->gx_xj`5vUrJA-=8ebkiCPA|9DoMT5L8h3G|M)izFBj=u221{;9bUhto zXUAWQXRf2rD_{S+dH*pAX#EK0aJVxDmtd?ZgYGAH&b%rM&4qMnDo72(H@WQ9974{4 z0(Ie4nUA5L)%-@OYfDiVOAAiB{uB7yE+jEH8ILb|Qdq9O=1fBEiw02RdZa8Np zrMn4AP&|d4J4OT=9<^LO2EFF|E7iNKdi}ET)B2-*>zX(dP$IOfwvgg$Aq`5dch0OR zmS<+ta_`Gv3)85?WB7DDjE!UQsGqTWVx0~)`s;iPOxhV;AY1)uOMTZdeB6PN#a<0C zTLf5fy?`HrH5)U+AhgfP_l?At%{8!a{}`S?M`h1d9Rx3pcpPbWV-d6Lne9|@b7d3% zDt-C%Bw47I(IYewzctbyk(89|TdK`o_?VvPz6-ah+~GRZMd6bn>{77dDLU!B>m$~t z46AHIuUBw7=Z0x!YeCo9!s*=_527cWD&(%i3NuoZI^(qmTfw6}i+4qw7Hv%)o#0d- zKTUJSR5&nDz4^2Mo;Aaec{Z2D-Zb2}l3QL7-}Rr|noUnsMlK(H4>F}9oLFi1sLuF; z02vKyCs4T})MLZi5A&rqJ*93%V;x+VSTrI6!}+0z^C2)dsg37`&Xh+5;x!P^VNAa; zpcnnsqRW|EuTVC93zA^}jvoWJsdPxwq!b+g6^l)+4&k^lP0s2*=z=uO7hru~hZag? z3Txi^_NtNjS-_8y_ISZ>ujI5I`(JO}z3)u?8g2{(_z>Dza$aAjl5S*P3e8^NePF-3 zShloEz2F&+-2WOsiHKJw_1je~jY@Ae6(KSW3nb3ykn8?evwiCMM8JHx`dcwxF z%*tQO{DRY;`NJPzOHC`{t75}=XP3&?-p3_Pz2pE&r9r5wGy2O=z%19wgL;jU^)2aN zZ%yG|i&OI8TiGSr5MC*?;e(`9(7om#EN}E1q@N@u(f2s8M?-s6Tt6m>ZtJjenRlY@ zreiSi$5@hCkyER0f7X8GK_{g;HUB|l`dpSO{#xh`xNk2?8tgPZJV8a;Ao?JVAy?_s z6bZ^x<3ZM!`vDAsh2|;R1Y%VBF4zpN+-%wh?T3}Xkh%;#%aS__c&^j7iK`psn4mhFZ6#F7sZgyK=Kj#?KQvP5TW4t* zG=jUE#UsuNkrsGfa(0wzarh|laYQjL-DQ90Y}^xO&I7l;RSpM2hck~QQhKdRb6jS( z3)pAQ7ThLXt(ufBLd?fqq5a4NbZ8@M*~#9QYhnMMZ0Fq(V%yBCrnt_-&KGt@Ce^31Nlb_xvXIiyd|jGa*l<(0ESe^QzDj^D)RzYFhW)w`{`HWFtxE^rLMu%x9IjmF-FJ@ZB}G z1;dhXbz!Ktpd8stG>6C`H5RRqJ?-#C*z-Dl7XjU`KP*?>L1*3l$pP}i{b#zH5Mfm3PXWDLo;pYO<6Jy3D>ON!_t27_rq~hsD zO(N_B1-P_!^L`rd<;OZ1J0E8CC3GQXeo;f_2#uf~zf2QR;HrS4|8nLJ9Eijb9lLs2 zoDs!+VEz?eOKnC@2Qs!)+vzR6D&wiL;G?9wvX*axg96`Cb8C9OvnH{LQ`}U8+HCI> z$ZAjNCQ;6V?rlRR*rHb(XeE?Hd1xemPQK_LjaNoDC?l8*5A~f61dtWe2|S9U?Ny7J zHgO8}1ylogNxLNSRvXzsjP@dHJDF5ABTIStr6|0H3JQAmc?w3>p}oBn*K}OYe-kP> z+WU>AvQcZ%YpkG-Qg$c6x93qKy}EPiPhIy$Mk%PWOjo4Q`m1c5?IE};79l_EUJcc- zu1w)ranN7+bIJrTWMXfs_kaE)KxI?Kl*d$6r}Oe3iiVo%-BWdt%skTs0G``5{|at= z^z+#cH*3MXQ8r7awo?E$5=fEg0cjmhtQ(shY!e)5MLAUwy1cqk@y!~pYAikR$0{zo z?KRi@p*a_owrSz*{a-CWO%`0Us3N`it!K39^$haV)7_wX$#u>GxrmgSz2(I;8?{6YaV{e` z*l9EciGG!kuX{896qxx8jpFP#|D zZ1Z$I8!l%S`wH}S6~1^jdF#d3D_^+RY#vq%6z)}SzO*L(P-PEAT3*zGC{(z9l57Q7 zXP$`X+$@Ne&=bSOfQB~OAflK4j6Uw9dAnLue@G`d)6db!lBo@@osIt}HVxz&kOjf) zp#tY44))yOpUr&`jT=Bb-dr+|oUj%-on6bWXA9+MzI9?NJVc%f_6 zMw1R%(mHg?{7W(JRE(mXZCO0tT65EjPLan#HG#no7f>m`Ow3Ax-5p{gr(TXAaRT+d zY3fx?!jEqbRaNHXa>GjyI5+WZ7ybv|GY$5-f6+$3p#Rd( zQn}q2o@5iztqha^ZGhZz-#MLDFBj#iIk}Oy4Hdp9x=YP$?1fvZ-B=Kj9GW_Jtta1V z3;NQ93Ou7#5-R4x_#_+Y6qa#G;3&~K(yz%fSqehy~8RVo%-BD zgckLdwBK-4`svl6UbCPVYZKAb$#)Ck-9 zPy8S5MhWI;KGDeBz^@r2sNH3=o+b{wx^Y^P;4}^Eco6oKUcZQsI>i3PT4eryQh%aB zhXGwb4@)ce?JR?U_QB*rjXn|tL~Z6M{?&13DwEmPPp4f$g-{)U>X9~$QYfGZzWV3p z&ThLd`3T;CD} zE;3kH;g$+HI3~E$o!gvB%GsR1dg@;;(R!|fx*5J99@+3s{^k>qBVVRfx3Q2l0YN;C9l}R-2Bfa2@?C4<0v7>)gn5vGMdPj;J868q zrvX^OJbSmX=bYow!Gvw1$l5gLqRVLYpykZXP>aiW-*dk`Gt0=(O75h=O)3no?>@OE z(Z~t61h`7ELOfQsNAbU_v8N6UhfdBwW-Oo7S#9*P(5F7_DfOev@fL*-?Ol> zNU9M>1_8NNH*-4=^gE=dwdPi#;)V-4V<{D!hY-H0j`pwAP+NYQE|Yn_Uo1L3?*uaC zhL~@Z#8VpJQ7p)#?tkq>gJtE{B8l271+Mx0_tFnKhan0nU;`KmeUOsYkmx53`;uk% zm)fK4!cjNCDz;aF?;apiNP%Cj5kr8m7b&lEg%v>h2)ASw($dU|F8Bk0s=j^Ye!%-1 z?^R!}(V%{TOCmG({Gn5JR^(X02zNjIZ%Yp0=^`a&*;UJ&$i0r7mVq+c{=H}x+R#r3 zesq$+{qBfK^>lJBYcd?0AAENSbbG?evuc9IMpqeXn5#nj0O^pGsBww!o<_}Hf{A7I zj{m|9=a6K=Mab#q?XHdpNei{WlNR)gvp{5ni43_A)@@N0H$^Vf=RqYqe?D)&0JxpQs-wMm zC~Ld70CfLc5d!Ay8BVY+c*&8=mBL(R3>u;w7Wr{+GmxnhT&R^rT34v=Gz8a!rt%q^6~|NdfFuWGbY5l6=B~uq&NK;HliEGKYdj7oJ^B3d zR#bZ~OtFF9N~yJAZo~P1RKl!J;CBO12Kn%Jsm-@#_GXrT)z59Nw`4soNW>3;=>8FJ zLhFgj>wyeT*Uo}a`PG!fSA+2%cl;nX6D(}NPfoktsK%QNzkeVggs?UwBXXmK=X}8{ z#<|i(D&ONZ$K_ew4m|0FeRL=F;Ye07s0{2^>mGhQvn7=Pkma(+n|R+9ZPaNcwjf{9 z_tn5AWl)kb9O)}Fe`HhSJva|k)xvcS?k&A+&>GJf2;!);NyYTue<}$`spng4^kFnd za>I%LJgbs&IRG=EZjms#HB^W-K!UVyGCd^zkA7-Y7{?wM#a2v-np7P1d}(05t!9xX z)pb*}*&`g1Gp`L!-U~UN#$>nK8o7=V^M1PR$NEL5?w?NtC&gJmJH4=mX^V(j>V}hN zdxu;i{Qk*5b)|!^?vbJ!nOH!F{9)gqWV$HLbawsAnh+yX<7P)$k@BdNM&_#Xxa!8q z23ykQTMU8ibmo+*&pohulw|fBQr-efkEtFB?btYNgIgHRJNJWrKRx^S(~mpwN;4oGN=dhL*WG9Q ze)nD<|L}R7IdkHD_g;IgwfCXZ`zpy{-e%Zekup~jZJu-^!}l|)>6=|!6CeKHAqCpJ zan+!CzG%u5mkEnTYQ)hC-)hFuDZ{^ew0)To15X;sQx6Pk`~e`_=#)FEJjLn)*x+xA zNv3>dMzX)UxbtIwjLRFT!hZ2-1@8@P@mHNzEDfP7nxjyA)~IJOvt@$d5AKvXGSc!W zy2MSADiPmuS$vG#;QI_|S($j;v*KTE$e)Mcx#~6_&3iUGF6fv0*8Sh&RJ@yM!n6xa zD)^HDF-0f)5<^r)Iw-!3q8nLH=C%ZghK8$gwnjq#m1n|2=!(jBt%s7ZrN5KnowlSS zcgV?aKI9HW+07n-We=1e_Kvlpo|t@(qf#e~wVt zxo}Sgs?l?|26oA7&wy1_I{Ei8kx3?UEKsXA?NVXgJE5NyZh_vK5vWY8ncm$IXP&h1 zm=X@W-;U)!m08;6o60l`wc?}K6f!0%(I1^g_FjXFLh|WQgjqB=o&Rg7xCHR=qzreU zw|UR|m4SK*0tvk0QEge6{_P;i`Z(fp`-J^19fHBfamoAWMW1IT&Dqvs_`)*=yc5^8 zj((>|+iwyYZ=Xz;aI)iTf@MDbd~aFUze=;+3)xMC7UELPsdYB7TN8kkxVx1>FcmCv zqTiEaZ4Z5LTb`3y0iHLu!|_x?y@}X5$|K?nMCWl$)JZ9L_5`kU)K0JSoq54*m};u$ z{@NxTvff!^)bhZ4C4*zCz+e|0f6KqstF7nTN77d`3$**NU;kffD6jlsb;kipi|nb) z0cgk;iLDuOnhu-!!uaJQC+~x243oT<^}Z_f+Ik8#m%_!qllaF-!+e3Xe=Q7M{ud;U zs8f$PHt=`a!|=A6$h67t<)BVM+I6+x!@!gf*t4_JsSv~SlpCMVhdufkPH|gnMcZ{^ z-`T>CiokCuPXp*RjZA`0K8cMRZ|kpdG=B4M+exA>t*ChD0uN_cUE>%xN<;;zYOyfp z3+85UOYqF{^z=bY?bkj*PN8}>zTW+*e;$E)5xKP0f|Q~aU%HWo%HAMEp2YO2_;UJoaBzu9jjxH%oRkb|9%h$(|=GtGG+X9m)^E7JWnUqylSmjK$xr- zxatL#dCtR&-&D0`Pjfx8i7M&Y$j%V@9|a~N3*zLC*?aH8tI)FrGX2EFj%d48WFD9S zsI{^w(2A6>p!a182t~5-_7Ir0o(|(-+mU!XF>-u&YS<_&$-?)^xiJd$&aG1<^O(ou zu#@Fka|*_qJq0CMACez8aOVGl; z^r0x&X%Q)lc!p_kTtHr|tO6&-sR+_AmGfL&5vqOS1>ha|vGGCTGbn3*US6Y}Lof7O(K!h{h_jGG3gF|qkQgcbm|#W5T(-yl}PqKP|~wl`!R#i-xiivdZM%L_xCA5 z4q)MSWedbL5!t80FYf_?Rr}tBK7%?POqe?8bpv9@H)otZ46^!XhN|ERpg1LXGp}5* zO-?@_K+`ZA$Feok`BzUwZ=t-P^8*R5-v5N;;AcorAyC;0cuX;C==X&%uM=~B$ayl4 zW*BGOLw#23s}sA~*>=o|^ArK0${@3_Y~ZJ`i|Nbnu^Vb!=Q?bOA_wx=1QPcLrhb-f zD{i`%hvfW4z0-OE6hh#EWO*Holg~9#=kMUh#Th zTr)bkd`-*FeMHz))BaC4j-qPVkLBe<=6XUc6Nm5;uUM?1TN_+| zpg)~dhB5?(epG%qt`Vx0;QTPN5bk!w^&6pg75`_hyz@B#Pjuv3%nvoJK(}I}NA=PP zHAob||BF9xr1GQDHWy3q$E;r_Vrb@86$Zp@?5!^h?37XI==TCqrga09*TLz_*k6aTxu9rTT))k&3vH6?^X5>Nw+vHybMtV^cm3ZwrIwT}W_Lb{-}4FGxk@lS z2Cn7G_na<9U5m-RB}eGHy-MTYYx@~?Ve6Tn%Kc;to$WEo*29~70L)!*OFZtYgl4ne2)`L&^{zyuSfvG z;`b=^HpoQtjKuy%oOxS(#>PFKNiIhm8!26cnbZW71)Wf#caA|ytvYNS+OI8gh;@z? zw*Mh}Ott*o$NSg`|2Oi1Pq3afXyMfVj*&W<9O93fdf1SW^5RGXr6fP+laklU zi`U-18kCmP3p<^arrs%i#tEiZJoQGF)L({LuPC4g6J1Sf+I$x=h|I*s$DSRs3<5DIW z<-fJv%Mm?Mqo+B<*_dRLjgVt zC1J8*4z=YomvK!S&5!Mi4O8TFDN)Vk#~A@bV1A(E2Q6Lqa4PKX z3~zW3el2dMI04r3dR=o5HB_xEp)e(phi}LfpEM52snL0!mW4tEh5F_1jca7 zIjUZPB9oSS-E~rCsZmp}GB2O6HKeCbfge}am|4KJHu+f}_4PEFFP!2gxxYrNlB%k> zI_``AYi4MBXx?KS zysWYDU9WVvKA`icmjKQw9LFd(b1^X&j>IJvp!4*IMJ~pN32#^t?rEE9UF1I4kXIvo zWAc$~abE_$t{)(?*EU~_G#(?3PYlJ6A?$cn{y2L#_9{I)Iwxd$-QqTdT|Pw^^}c17 zr?2OZjs;c}OwOoD4TiCiu^*?AeDPXe$70L=t7(m5f-2YJ)H-0)8d z@zFOW{pj{Tk$4HeqIeiU&}#I9dZf3_dg0pp-)YA^PY7@I! zZx=q_%(Mw-t}?$J))DA)`Esvral50${&cPm=k+=yv z0vUdB;LGspdsBKnOT)DJB<+J+ZC6l#9y5gC1YXSA-~>YknYr!lMjUJd6ORja-3n+mZXPYThZQ1_W`)9I;p`x>ilJQuB3S|+r? zR<(bLGj~_3P>z{l)k;8_kDm8xFFl0I0kQ|>CTotvWz7vKg{7r=m}e8t((458r8Q+& zby)dn&DQR?KUb(B+@!}hB#9E;C|+8beWR{+#dCr$2{K0B@%rk^y04!Tl9vysi?7;W zi7Ay@(Js>#dwl#Fx;6SvMq2m7=yjvYR2{axy&huEie<6-Ep(HYGpcG-I&Jx38}Bm= zopvrq+!II+s}&r`&;}o~y@|$^oh!jdRuk@6^i-o+|MWQ|>0kypE$8jun;m=FW1P61 z)BUjIlvLqgVfAO=vqDt`8!>X+@8pde>2ks->>%MFlDImvMPox#YxjB%_o6_jVIF3S zI6&(>^N@-hC#BZ;+Ld@^PQJO0zXv(n5<`abM^Nv`o?#GLHn)|`kmgW+Sz3ncl;i>X zH-o35_RV?6chB7fxe!JEZxDnXXHym7tSab?P0DoGc;|ApV~x4$O_4i$ouPvWJryjK zos=~foxJTSl!dsWH2G#X-)etI^l*uwCR$a0XKc#qLPSdahO?KfR#T|-bjvagQWcgZ zK|VH#PIkC^Wp@f5}2AE)HFAQ%A}^T$%HP;q;$^M-?ijfNknR; zhEF3s$^C+_LYV}w%){TnljY*+Usl4+Z9ka4HY|QrR5ks6Ov>h?8F!Kn6UZ1&iOXC} z5I|$?bqmo@$w+^yu?3&A?$zM>h3EZF&9`p*=fVcPW+AyhG-eTjSwUBKenb*Zsh>V~31r*n*>J5Gm9r(C0NQ26=$ z1EY@@QP=2s>5^M=?Am_jTw-qmvD+)vAMykwo{34_<+$aMj%c@y^5FeozgG1$)8XAa zqcX|qj!teX<0_n#p&lVRY_yh-sUnE)zI|ky+GfrIf!&+7v;qSCJ%ky%YMj! zwTaji?C+YlH7w5Ln!w6vSkuM#HMNv_C}%<-oKyRc zg)%|VNPu}DRRPlMsMT>`VNDiK&D-BC&}yN>YzHR_OoLJwyRk{?jF*_ zU5@+czBu+PCeFC9)Dzv5XrLHU!{wy(k#hP-{c0N|P3fa~`9HXRpzZvO-1=th_rj0? z?dUKTusrpr46gd$ao014yD81%OQ1oa6FW?}s1lew~<1=tbz>&NUX>_`;$?p5S=%$>NfeL0?*(AgPA2Ju$$h^|QeJ&MuH~&IAupGnl8SePY|oh_El0ub z?9G@^)R>cEB}p^fyX+z!mw-G~=`MgE1|!|D@8Pdmo4>Jn={B9%>CquEy!ZXf`}4(- znqe6BA$dR>OhR(dI-VAYsLXT|QSYxNVeXc83 z2bgw7j-&OTnhr)D^LkR+n*!2>`z4wiqBi~QHtEwA`C?pDs}C^QwWUZHl1#jRb6P(G zHdry0dSV$b01f5Y+ljQ`-)iqH%;_BLo55L@?f$V+cxm|)Mut{3%Y0qt+M!O?%EZN- znX99KhX2V`>B;RmkCRWM7%{8tgiG|%{j`J5gQE^_Qys3PA8uX!QSQjOno()CKRXZ= z?(<>(@72TIaz#1}CWHyQ-n`;Tw_iQH@AgVk5dSnUNkC7_SyjmUn%Md`g`iqGkf8eLG55_zj)YIsnYv@&y?<7SPEMLvFW*! zti$$s6;7WlT>7)|nfMy!w?gchyz+VIMfe)?^yo~j&o_{&N$=afG zr4e=}1j#Kc(iQZ~wxn<(rYX~d?YPp%i4aqn)@YKzUZkRkq?duZx!L&Y$7F26y5jK% z2|hAzkL36h`fcqdyJze%oG$}x5a^wo=xRN_+^;5<)1`P~eR7WKAakd6ACns9FI#L@ z1|unspz;`gNm~T@>a(w{u+UQ+fvqI%!xAg|`+kf566yElzDZHtAaa2@{*z)`PVi%;w%sTb%=Y3SwOKGN#4&D}> zFO>EH@E(B4b8@QPEU)??P3d3E>X;?2++Bd6xUv&-IO@6gIMMzBXZEnBmiDwXek@BY z(Z#|r#dXdjIFua*h9Zc**FnBhJV`aBvvI-}@RcIBaR!-+s_`8vSnN8I`+5+Dq+m<= z`DK1OyBa=QHmQ04-tjBIB_uA2k(@+nkoc-#&j9;sst@K+9nKVNwBc7~q1Fjo0%~tu z77)e<7SSmY^<&J6g>7O16-3Cr>C)STMS;;nptU~f>x_=33EPp2el<;pwjrLRPvKg` zsoaZ7m7)sruiwmUJg_KO37@5%(iBaPe+n3#GgM13Z!cmtTA5Qev`g?#iG%RuF3S;A zB;^@3tVFM~$?sEeh^pS^VgikhJwleKMLFiUSfj7-zNKap9LBc9Z?yZt17DB=SaT>cecI`UvO^d3FRfsh4bukeJsj_Rh6x zX>43;q~$qL;9^p&8G+O~hjLoylQa)^xMdN;M>GE=*jT8^nlHnb&%1QwiL!+Va;T0c z6=d@Sxh2U4s@g(HgHwFI87#4^;*);n2H)ipB?N6SfD>8&FQM*eE(5eKm`)alxiSyw zJ0@F&#xXp9(A~lpr<9)*=5Nc|_bJ`l85iIEP#WOnY9K;DdHtG=$p%YZxG7Q7WNi zh|BGDgA2$bWEUWemMy8rEa4lgBWptoVZ%jb9yccVe-afQm!&X$(~we>3kDr4UvZ=# zqjQEShbJ@{d+D(M2#Sjwz&vZ^t;eaC-cL?xZ2pmErK%-9NMs2<4)oG)V>Pvw&=Hgu z&DaS1nn~-IVY%(UKWb^XJm)+XtxL`Jcw7oprmyflFKMnmimE!Fm%l`-+gpDl+)wwiGwT$7nwKj7ONDw`FaoDp!w(pJ?4Sqr-k#m>DL9)*eug?NLh*XT*k29D>;n@D zsL8Bgk2pQzC|3Deqnc9*ZNCDzT1~C!^E0%}zTe;nX9It%4 zB%4R4*b*(+%3b+``j14}36$3dw4_!j6E@o9TnF$J6o~VcTDfA*+9q<9u@DV=4ziDqLz~Rb_FvUIjgKIfJ@&7NNRPgKFWv9hx`uTz;9a1XOjr;V|3xydq$hZ_{6pe zEwCPTbWkrs2-6_>6`f=ppO!{Vx#)D20Uizm31gN)b~6LjhX%LB_!wo*itU}m$8Jki zhi@%g-qK}5*}8x82<$?myNK0M!zj^X5mpyA&OoW}-udz=jU>MMn9Hz_tiuKgYa2NU zrdHWNZRRlT#rTFiwN~^gm$P|8M^HX6v>2k~Fx*fmwq_k{WN}vesU0&7RbZzH{St0Sp`G^A$-iSBdP+sJD2kz-KRD#Q=X&g`VP#%#( z2%HB0HY>CEFn{m<+M;NZ^4oK{%AC=U2Q%b=_){?f!s9hu4EMtX2#*(Q%t*vOhr8N1 z>`nM?2|P}f4b6{yg40ZoFAA*jdqb!`xu!HzV9k{nP>Li;{M8m%eu#)ZofaRLSmM+woW}0@Y1EhSBW}^gb^nR>cBEp@<|r_F7M%2Dv?AH{vJNHvcrNG#>75 zq%+wr%w1@Oi;ZLg6_Ohfr$9MiuM=Y`&&3eYZ8BFQVp1S*RF|{ zFX?`vrZfh>pjefV{7iZ5Q1F!`e1Fyn(}TP{W!Y)KvasBdz>PfUg@j`HESZnVB9$R! zH6iMc+BxRQCrNHV#FH>GWPaHzq`jo7l9o1GVtEjrjFoHzIFYl*Hww|7OBXPI0fzl? zDrY7s*1bBDf?YgT;`m8G(p+-vWV*fX-*%(kU$192_**Jn|9jzE@emtAH*o1aVj0$$0(8KB-l4b0d2X&g)5VXmNib$Q|Gmo^e6#1)7Fa3<(K1{ zCRBQQ^7e<_JopXbKm^`a*^|O|KFbLiUKa~1^UWYad7Xe7SkR-O%)=A{wx*AH>M2h< z+ah;e;7gn&@;ECGJNe0f1JNp8@3h4gVAiOJkEdYrgX`!p`S09DdQ8x})V|$chI#JN zP;u39N6vkQl>U$Y$zguTNf|)11QG&*hz>uTR7T452A_8!YHiL7lQt_+G3$RHP2;LF zmdSDJyZaOhu&pq#iY2@dn5FL+UkC{)Nhkl5Vtmvp`aTk*{U^HukjrT}nwI|($hc|V zk24s#QAAB;VLuLD$W=7}3#YDIg8B!; zCiU-MDS3{>K>=~v09uG2HC*@0D_c~i_<&D3iWo*UMZ(ok(aAI%-gaE6gNmoVEQcRK zX|U9Fv8{%`fqfPld*0%PNz;XPSF^oGtW+NySRaxnl*2xNm@$D6CP*kq4wA;-G<=QY z-Q|Ghx2o#@DO(KV0JS@S^(|~v8@hLV)MjwRAXi;F=`oK)B*dDFZBEk>w?x^+@$or) zO|G!Li2yJi^Sa(Ii#H#JejeP{r>6>hjY2guFl1K2d*gok zE{njbcbl%1Yag1RLbmhiaoEF?3e~=`7dGZoaUrH0nT>McU#KV~ho6vYaA%N^hBH$@ z()%U#Ih-$!G~CceEetSKm3GmQC5G-x>#hc`%Whf8tub+CHYyPnU|cR!z1LQwEN^Br zdjjx0@~#PX8+QEWG0BjyG2jjrG7`9hr@2$q35A{TKk%NH@=DM!)7@zgST!K5Nj_XI z?xTeYa^dgQdqJOm_s!IGY^s+mTdv8&FC+6fEk>oCKq;uNrW*;nm4xRIBE$eEAEB20 zdDp9@`{t<(-ah%0Gs?BFS_%h%fFG4D*ehCUntkPcW1|%zgsYn4m${fHO+*T-@c-5R z4=A!G+A5Q7Z^JQm7e$)Y)98-;LX*7+=`TxD6T|k9XG^_DlGVX>9r57M1RsJkjL1XO zWO?OzW>aVvAMiS!)v`?|MBcmCCk>D)U#0-|Y4am@oRMrUW>S@PVsvD~p;$$F`rLn% zBg+s_hK=Qr6+XX`W*3yqfw7vN~QeAp!IPZ) zgO>fw*m5LWrV2KCvQL1;DMf-1w?DtB;IfH#TBEx}EB8fo>AfQJ;1Z0f39SzF&RN!U zhxhq7Vfd0C1BKttF@575fnH&1I$Ya)L*_E+k{+)i`{n5JqYEY;5k(G!6lrogq{m+T zO#JDuur2|B2c8t1(c}pCiNmqwQtLnv{_plqw@uo+4Tow!%`aC`p~%mAF=eJ@|@f z83p_|4dNH!vI6-|Vbx(4JDAD^Uk`^k8=Z|;PqP!2nCsae8rk3{Pfm!qzdih&u{Big1QE!X8b$%$a6YSy z6S!)(q!N{=sU7r;ra-t2v3`0y?;NZ91eAa!`)QgHf(oKtuq7By(_jNTDHk1~ab?w< zcUoe2T-$TST{zfxCu7@EfY+x{4Zsf_p*$YfyMX{>x4-j#W7!vgu#%KUcw*!F_ch(u zpyK5ACm_?QvZX;g&$X$;L9;(vOE5d&B2zONrQ$|OikjHWKaS|F8GQti0U6GH)kK#s z*#&f70C$(~>9RpPs0J@mj_G^UbUPH~Z^#=M)BU`?X_$v@E>M`HUxt$*h*vfNHld_i zG?_s!2^j4wZIym&uQaIBk%%Q7g=)agQpL1KnFSjpDvqVo&n=!%If!w0xXc@pTPw(B+33v)p?S2~|g*O_@EqOq3%@-j)3 zNi{HGj9D%~1K;h#mls{ymyip8Q`BV5;L07YHTVcEK=B09)M_B&VY)W=Pk!19dmLDa z@jbXZmQ^ibvUryQ<3jxAQ%*#`Kir!#iA=!q9HYnR?#3ugL%h)!a-uS=4Z5#2ROU+D zn1Vp|1W7IOM>h;oey6^Wc#tf=?{?(#6d6hEFf-h9SeaXp(IOj zm%<-L6-6C_j{?yGuvbo^zW(X368N~tszsm07~oHM$VCpr0-ruQg}`rl=~`mwq%;@# z*zjN0eD(AtVsA@8H=^G+Y3d`WRA;vZW%ETXy-J>8pag*PyU4-(Su-NAritUxy@86@ z$q)zuPk~v&Db|hIbg^;N+gE?IBZXERFIHe^hm!RC`Gg_70??QVvuI2Lpd2Y|lTHCP zWO&8r`j331Z{v@CS8z(G8Ay?^-?wGEZNuZYjGXs>f`Q?!npp8tlX*h+*D1}q^bZae z_Xqw8iH$<~=HlT(Oh@QXMJKC+cgmA)JKv8cIws&~GV#Kmtk?2?hk_RC%6t?4%LP{ zTBzSgf6LmF`hjKP%n&iMTayO&$A(635e_V3h6uk=JOjV?>TlB3=29|i14S2bGIsbu~u)1y-q4KY*B-enTqX;fMLLYbau>U*X)b0O9q&T!)pPI8d z_bH{}2%vC{;|RZk;s$>KjccrN@dU|BLnkJ!!=np%Ih~ZkH62`p$-AeSjKXooDxk^Z zJiqlXEP3bV%)=d?Y$OmyAP{y6H6&R3XPNB-D&b)=`iyY89{o@Vz;*;FCG0;$ZaDn> zLJg%Z=?h2+tOiKSOk^^|Own~syC_pwbhMY(0G8hGKWUhg(|P+kQvHASMMCR?mM?KC zl_Nk-GJT6FfkL*WWVMggJQ-Gr=ouQQ_GXv+wK6YSf{E+vL&;ZqWc^V4gHqrdlOh-3 zFbp9^N(mK^+{Xf zz->`6VOHgU39Xirr9$qE3P$>dr}r0N zCM@slrnsyAygIFHs6EKKhQmA-^RIHQPs(4!9nm0%!oI$Ub9b3Z1{5}g$I{_6-8RC| z)jv*RZt|IryNA2IO|eTaW*6Y3qI%o2W5#|Uff;X$|E-V$FJpGAxZ4I1Gue!=koWDs zMu^7(;4mDvyMCM_fIE29Pd7dO9lRvYE3B3V>)Qs>nlsg{7EY+Pvy;=zO9$zK>ya1U z3eg4kFMJERC2(*8jpwiktfw9Oir~S>gpr=fnezTlq1tAGRqwmfk2@(S)4~et``=GXJp};CUW6U zoa^{pmd!I@3E_WUl5}}779(&z{~h$QpstM>_~c*zi6fHY?eUfU(#KD1I@-&dB6o4} zb7PL!!(Io&%;F_Br1(u{t~;`1i4>EWEuNnzOblk3u3H0juHK6F?yCe!e^v*UB6jO} z&HBg+IzPPWYp7WlfP!o$ZF{ok%CN(!~W`^!j^Tea8e@;C`hsAwvI=dk$9d2Z5C=MfD5x?CiE&1nTM){=>VVUnA%Uncz8K4Ck%}|>yLz>+ zSa5O`VALWVQsbn`luUrRDi&0A@yDcZrq@4gMJjW;)X3Z_S!zlfoBIF6|9T`#qm0zx zz+~BX6dn-EcJj)lg~yCCCVpz(mG+o?CLth(WXWc42=tm+t=y8uyJudNjeVXTS01t6 z-6`f_-)Q~dPz>a_;y_wm(Z9nrNaI5@Ywqkcg_>_?$Tc1P&w90TYWb?fFN;z{P1S!s zp|_X(jpcEw-{H@SO&h)`(_h=fugJ_rDI_#PGdM z=SK~b#!BL+S6>XUq7*G}H%Mf8FYla5L8}@PV#`w^a;)ajjMpy5TAtbS@QS5%&Wzg@ zYs$b4Yk-w;cY#rylHnYgjqY_^swTc*1UV%H0KG|MO>B`y*)JqVp!29wG2Gl!I~%6uJ#ad1WNsa zZE}s3-W2;ia7@Bm$%V&s`ll4+3>t!lcY{j5WfaN^l5%gT6ar)ZUiMt~pSB84%9m9M zlo$q>eob$Az-iiBAUbL>vd&F6@lWNkc0DpmWC5R{v3$n)^fvBtz0h}&mRE29$lKNn zehkNcKRAG?EC46{H05g-W^}$aBTTcw<}e z(Y*Hg0@49#|2ar|Cekh;J+xd+pG3vAHaa-&)hE~bK*;jx{bF?`ma-J`RQ~lFJ489Bw!xD!-|n$B-MI9OxOiky(`(w_iJNmE~`uaxSjX=8!5J_`n1gpw}OvyDsv%O71p() zrN{e_cB9wrEntekjPk8!57c=Vb2#oAN+QP!2(=V|`dluYcQ)^}FU>M@5>mP9#XZrZ`JTeU|wmck7fPT4dlyX#hUmrl@CpQ=|{Y zp}yoBKxK*1p)4sK4uY?YrRw+>?C%!q{3HW?VbVQ4vG^yRds?@XcWn3Wq~pH_^IA3^ z1VexsUGPQ;#{H-}TzE!NKLt)obWHGuhAhUAW_Lp4K6If0bfSeMNox=#AQ{4xI%rvc zFBCJgFP2B!9N7P&#aJguMb&{l&o7sccXv~Mlmq1X<*naI(;vq5boMvm^hktLXbq#n zEz8(FzIw}A5-fxDe6kNXDYNv@eN&y6Pmu?Vq6-y@A#ysLeIz{6AFU^ig9c>6@09zahfJ*txmSf#XrI+L#txlXfea8|N7 z5Z@99iEO6CGH#v@c%){qK3;Q2@;pM8o8-+s{5mebabyYh@1EPb0ey`VR2!%oWLT}K;yMAalGCd!bq7!Du6yhLC zoD_>Gi^-ZBTP_;3)UK;@eWY3dapYv36Jq4wBiX!sooxdL=E;x{5$ui2FT`Lh#$ z<9E46CfndsRSe(2R}QX$JFsFmGvBOHA4R=8;ropi!RmgruK4)V;o|YQ|5#c68E)W* zNgSR8-2^oXtbC(f8x<1BrLcrZR-!~+&}(40_t?v%6NU^aDeOW*HSej!flmo zqi$J!)+G=l_dY*G@*t`Pj3WTDjfO!`IvMu=1SP+#WJGyPkG>em_y8=|i~yN?Og;#0 z6J9>oCS8iAeZ)r?ir^E3e7i>fpPHnw;4t~HF_ffs=(SmJdhcRvmX}G9*(acYz8eyvNJ?Znv z(a%EJ8rAj_hpUFv3x7Z5B^da=duho4mnJ7_1hp7^Fwom6C~MA;Tvav2odG3sF4RIm zN3YTlD{zif;eX7p&!WzI0*T;MMi2wM(2U4kI{?dZ-zKCq@TvBNn);^Bj>u-gA}dfy zhop9wyKoa)1E8!iMxNj`cnwMkcy=+uczqQ<=Ke$SIY@Y+vp;4JAAy8l38^YOW-;{PHkEa!6Da;X~XUT!kQFK+Hlc+)JFUw;$=8 zQTMqn&R7TT06=S&iv*~D?L&p&0<0Xbt-u|G)g2qOOC1eo7f|DQHgEq*O?rFSEnzxa z4XIz>`9hRLk-?iPfd?}okPTpc=;!bjO-_rNz6dMpA1jDZsPHN?z4?9@;ttyn@pS4x zDedDPOjsa~@@OCc?B-yga397Z&fNNAbgD}9F2o$_%y022kV4~AkQbF)+eKD#SoS398w4*@(yZGokxf3#>5EmmmSqjDfWos~0-ox1t(kIt2;it(V z5@vUP896n=SH|tKHN}6hdpJ@!_IWHGbUx42EP;!vn$aZZfeF~53AeQY>#vh2;So(z zBhPVFziUxb$k}wlVY%8no~R&TTQl=^D#903I2;!7&e?wYBST>t6_J0*Z|n?0vZEql zgdE(OSM61|ZHc;ESuFW<(i-F}a+e961fkmgkIf{L!cXBZ58_xr?D$sj-?|dm_{Wry zJ!!5Y;yq^pR2eM77H1szjxygenCR9fXhz(a)Wl^~`^wGV0O#==Ay_1+T*7T~)~ESw zY=4F5DrY$vUK=R~3zK#4!#?sc5sQ;U-xwH7c?cm>Ux=`zh{dZveF!%2%m19My_e+; zy#+C^gjUh*0@P-{6R!!&xS5?H^Bu2zCojh)W_hFrdUNk(t*;ItwK~r;fCdMy;Cfrm z>#xR{REv~*d%U&~UF&>mMxyKe0vAa$q4n<|%yreLVEk*Qn%y4AHX%$fRS2B27kRMJ z*Xi=I*Y&8uX{av=OSb)!=?pvX!S>c~Sc^!pt!gwTCI{2hriR28m2dik3o*cO^Lhl) zi|F&&dLJ>Ep%0PfkTboC!$8gH6skt&OlhX2`CUanc~m<1?bHL@1KErMwEga5rl#L* z^YqaOb6UR(`~b)fh&&&6V>LWYpd&ZJxO}5~xxbqDx@9h59V1O|_GzDg}c-{qMi zp*pAZy+IK2gX!XcPYJ)y{E(igsK^s2_~{CD=NYplXR-pVTKv@1^;WWlC^}E(+4f0P zh#D#=@z;WiDy3p{9Js>jtZqmuY~<*~12d8=q0>jj-EnDc{;FhUL7RnlJX6$4^1tor zOsnU1Ps%p+52-G)t3~WiBrpixTdbeppTrNY|;0Gf;juB#V%uJtZkPHz<(hN$Q$g|*TKS`z`ZJ-Q?yJM4Bl ze!oy@lI*X8jygSKARIEmY1>Vw zy`y+BChCq`)5`1_VimpU4>>vwXok#4fgsz>s}eMJMdy&>DVftZ;d9>yk_qLJ*;>)* z$VSGqkD4UF74WaAPy}s&?s8e1c`p?w6rz*M=J)xXyttN4hr^&x&R&3R9H(&o+~zLp z$K$BUV1e&vx?Jzf-aGfUu$0@yX~KVZF{6yGTnF!IgZsX>&i!-)72dh7qVnV-DYjM;sJRf8jTB9#juWUeAZR76CKP&K6@MzaMlP*M4bdW(3nAK> z6VDJNP6JYR1-IoD=M{7_3qvNg#t*bi=ci_+W9b_>*@)-&1OavpoFBI9HSig@KVP`c=LeTg^N}ho5-w z`t#CfKl4;nTRfnB&GdJjqgKKFM6@SA`h1J%xaLVY z#5lDi6JSLp9%(WmY37+~_^mxON~8mN2U;X#sx#$- z@0}O)U>3yZ>Fv&bXqboPIO^S7sZDG*@F&6O2>}&90&`VWZ>`!!>kZsv%A0Y8I;_+N zgxesSkGwSb2UqY5sxp6=@uoGcm4bxe8F)bqQGz92?;~YcLtX$i{@PuVeM6CZK$6%D zmQGF9-Sm7neZWd`TTMv&#GqdahV0Ae#OnQB690g<9|5pgnnO*uXL#2hml!K%BkbDe zRt}CG;e*1%a_CcFt$7O%nKR0ys*=ye%yTl)D+EWeL?;Pi*qeq&N1w&E{TwL@S35K0 zd1}|uH(g;C7W;7J=Hqf*jW7yt*YM+yIlE?P4CFx?>5X0 zYLKK>-V1wJX5ps!%SNfO60uoe-=Mg^8YV)E#kIyY zBi+T3fSVy=_(xSWMnl4QsO@8z1W+B;ppL9NPduKfD{X(gIbyvnHawOE_gdq#O18Vh z-tXyn!+`acpWo&3nUK70b2cpHcwf)sTT0XMDs+qMThI8U9=d0*gtl6cu(tnjyVgNe z<>Qy2V=+yt04^lM!#+6o`Q}Icg5Y`{2E`)kh%aXD)y==VE`5R><~%@39g`!9r{P(?oF5AnC&*?!F9jAcq) zCP$k*8L-;s#bDjmEyqLR{S^OVy5 zLkB_#R{dmoNTies^Rh?HCtMfO4TYb*J=~f|1VFVA=V^9H*NXLL?xUt!6J6P?HZWZR zjD#!QG~FfTkB?*_Dm=>)MHDO`7Os{i&ONcAz4!pJvw1}&@dEOrus?+atcmFfEl9%WPQF)!qD(HH25QJ_&xg~?DBQKkYsEbuG2>IvD2ShEm2ZQ*+BolW*NcfT)r$^8o`dEVm4ULx) z2WgSQ07<=SN2y1*DmUA5eNTsjdjh(4QV%ESSJ3tMLENHEsA$gkX9rg*^IYVwYnAk3 zAbR=Zgf<0vZLQ81hxJVVPN54V!U$DU=0Xe|UI~@0IgxS{GT{$+e(!Ht&xAwnqW_5{ zg_fo1yT`qFqmF%I`uxzBF)e3cH0^Tb-izhDvDda%58ed#UY^UgJep7m(! zRlfgS3JWH0Sd1!Bgu`{?2fLKygNs>Lx!N|9CP+lCA$NL)JW46-Bg;v%n_c5UOgdObsqi&Q?%Tc{+l0>{0IRRBf~ ziE`BA1cL?sG6?(em)MTwJ@kh*#QO;HPks=f9;{&kJphDO23pADfkgvtt?wmcnPoZv z1q;y%?loT3o+?$OO#zpqH_Z2oRJY2gyfn%uLOhu|TgQaXsVv^XYUQ-o{NR<0Ja+m8 zRB2qsb&+YHiG~e{CF!U%NvvLZbITT=H@~>Eyts)jq|u`hEL*AFhZ3+b%%XUm4jDS` ze{D!$xm38nQ1Qu4J)t;-E4Zt4Z?F&EoFcgZg_nNQsQf1bE733l-4xV0$D!*z2?9P~ z2Pb}dW!wqWS>`%{;UFQCCy=KdrrGSe0GZHo8QRQa~D{n?*{9ARW@(NK2=bbV%GZ2uMnIgLI>W z#6mg*ktIlXcYJekKhOL9+CTQ*@AU)YxR}?hG3FTOILDYb%eq~_Mgx6lJDr+=UuGoE zko9^A$Cv6b9Zu#FO2%sX*fn#o99(tX9bx&sBT}@diz00#1JiEc?0iGB)DcM-d&$5 z86!*3$MtZTXLJ@J9BLvbuGM_=bFT6rXQ-5E1B211Bpy`n&IU%zQ$`_AM__>*T)OUG zjQw%>n-xQJ>U-0jKR*~$Kt2+i>M;9xqx)e$7P!$%`rgjFu7&R@A82|I@3R5#cL4z0e0AdE2}HhL>p7vhVFuGV;;E0OY~&+K!^$7@R{0Z^Q?o zTpV}6rx7VR2)6ill#ry{3IGQ&X8j6Il7NsT13!l~JnF6m`nO;K+bqXsXwAs`by3$t z(d{shAOqZeMee(VTsBCc`Mbnt2wCn0Vm)4xlqD$dOj3OU6i!t%1wxzwma@3MsC?T* zx;}+~qk}tM%8sEn)>2{ zuLvxi^Mh~y7XIFOD#zyo^1?k>KhRVE zedru#4<#V#{9iFVVqC~ce50M+Y-)8S?N7eTNyjDD{^fS_>df!$wX)W76)NNfLc5`F zOH50Qd|HON)9B@Aps~S*vAKn-J!~gl#lF*eZ0>fln@56RtKx+z)B>o zG|SuY1q@m)r+Wdu5$eesuJG=Ax(AXN;)<$g~gbL-BMQ2nV9OW@~OUHH&mu}}w0U%=}!@&B! zeoav3w7w?4OSDwxZ;B<$gHWSt$&f3nziiDoHWaFUKZ+Yz;`fU^AYl5@YJ%2wRFP zy6$>g-foF-u#S39GbR(b-4P zf~cQ`xMJP)5+$2)CVexXqoMEClE&~ukUzl#f@XBU-vYUTS6-hOBtdE)&ok1fN(oR$ zG?q5?Gfq25@Sv(&r_H+k?0+&s$T@<$J*9)V@^f4aZzh&#DjweRjssCu28ZZQFtZ;#PhH8 zK=x!;N@+IWq#)vOH~KVyx*kP8fK>elfypw#NJ#04U6#<#0fh-%r36qN050E|(0%~< zHt8X$XHMmf2vYqJ*~4-mKKyPNb4$s?+wcF)CwcXQ4=IfO679Vsumc~4FrOX;H(h>= zpbJXD6G6nk2r=Wdh!LrF_RPkxoTq}iT+Fhdm+G3D+tVAaJzvY4rjY_nOlNX%XmSxX zns!+p)8#Ay63?JpsAz5!G&9&^Sr>R?eB*>iB$8G7Uk>A+%KHkO`v5od)@X2)iF>ma zRPRP$F?Yls+%8xvIzQ=inc@@x>fpkP@M6!Owh!63-@Ocx0Rcw(NxLQubZ&gg0RP+w z#vBdU+oo24{G9o59}avn3wcFH526kVL?GEhQZt!O79^5HrL*=L0gxeuE$NYHmb~f4 z70YiAzDovKkXI~g_Zd+tDy%M`2ce`-V{Zjc?b+BuUn?f@rve=-m35GCXTuc{58@f@ zAU6h7W#blMj?V(sNZeT;00!FE$KccsK`Xk46FvQuFC0%I&qN{jG7Zw ze5fp~ZLPL^Ff)1f4JPBEZt;pL5n#?Ewq%O$C(Y~?;l6=a_votVX?V^yHAek^gT4vF ziGYE{O!OPK4u=stSP(PiA;JmSOZUjTQr6dJiZ2X1QTHnyKx7pfZ-&*46Pk|_NYn&e z5Ym5CLm-_|W$0soDiYNMtw&~4y)U&k;fR*c0ep^bj$6ZEUFpu-U)jkNUi*~{t>8@2 zSpZS#To02uR2?*sW9+T{7GU5OG9c^t8i$_o{*=Cr`VMYQzpsG<;`z6nW5Kq7(_G7C zR03k=fIK&1wr{k)-F>-qT9XQn@R<4%LF#ny6?R( zx6s=~0PXa94t)n*?^A+zq%G&QniRtjQeh>rIvw!lZUK}>bsO1^Hwv=uD!T!tI4rD= zPnyRUiW3Of9Wo6&`y_j)o)+1%X#!1JsI1T#L9-#awbl4@oTab}P~^y?LXGtO zEF3|i88AXwL%JcD!$6JoID2QOklYbf7=iO*$v^R)Z@$kyTw{Chq5?ZY{EVVwf2mpL zG-m}z2L5mSAu{VP>EkS=Gx!;lgZzmw-!R!OW~2faoTm<+3~h$+51S_~vW@see))gec_=nIu^~x(2LLut`;wh-I2y4vpP&rk}6s z0;Hj`0)jo(y4hAhSsv!N%3Bap$F27(AaB-Or30621EYg=m`3D=eMq>pmeU7E zA65xKtGZMr*E=a6M^FF=gg9@87_liq*^NsK^1hZn;aMm-sG`x=!RSs-!%Gc55GnNL z%cL1VqLq2RI@1YUT?={wFHn{e2=5TM46n{JSbgXHo9q3%MtA?`@6*?O`{3PH=wtcn zvZ@6iaZ$Wum&Khw1-4?j>X67q{I2Z?^PLzukc7+{S#A=CWv7Znpsr>&u2zyZ5vfgzwFdXJTyP(L zwKsI;Ld}Xjl1j2WT;{UcIC7-0(2nM2h?!k86^&W;jA&4cjijVqZNA^2(cVBehSVgW7b& zjT33HGPbXm)E9!N`dRY_<;z_SF-75XshG~gEiH@UcSB$NW~sHN=;j{d9b*02&ouXR z?`nHSt5vMXom-eB0m2xWUMq2zk62IzHo{L1e{M7AILEM>-`i~lCga+>Th!T76;^KSEoMyGM4XyNDcQ}W9l;Q{ zCH0D?A3NAPRM&Y{D`cXuEGsw#l_Ys(C$M)79``hM7W%4uSJ;_Gh(83B>-wRjVaJ=Q z-~*?OeyxhXa^erx5YIea4X%Wt~4Xpo_jy**z3rITU2q z?~ComiA^z0l8#4-BEVHCcWu9Fh#R#0StUZV{QTF{^JCvw(qUytF8gF z_*v+>r=dk^;;`+5^-<;bn^xki4lknUPIXkqdG*&R7ia+iU&{+S+LavFB8U3%aJb0b zZ+DDB#RA8mbyJAO{!Zzha4gu-29kQ*1j>cu5!}ofGf2e@3r$5NG9;`sP|#Wrwjn)| zJRkMkrqHCN4=IsKY6<_rfkIzzlbq^mW7%E*DdAlLm}I~TX&HPZ+p!mFLR|kui2-kx zt+<99(HzxSlXk@!XS^=DW`wCz5Y9{lshj8q4DQ z3+yC&N~Adk3Ij#9wun{3-c}SN{!6`(hzf^C0%Pgt4h&v^SAt+InUz_`PbP4X5s6>_ zVN8~5AN(!5V{T8ux}|Mxzo3|J{vnQf9VPSpbjId)$EV^JwdSkLrB7wI#?rGgWv~x1 z*YDjd1A(S326vc4xbj=E3T*h3qrSLu)$A(Rz}vhp^6pNOJ8uuLSsXuz=`~nkiDk7M zq&2V((6RVlKicCa)}$!u%!hp#z6m1Fh&}>=d>X{8sEiW71a~{dWXBuz=kP_GdrVE&>;l`%T@qUkmWr% z?Ed`2X!Nq9=4Dmt#CYqD4>4^aaIgkduPC7XwafYyfyww}CR;!`W#~=J2i{tFTItO;HeFu-^XdW z@Ws(Cj3D-iq0<*~WdKdLPhrxA{w4b*OZ?Bb3-bS9-f;KDujp0m3Gt}Cb+gY{kbqqV zkr&cbFf`(9GMy7n`8rBN*2DIm3?SYv;R{BmCW3*RoUvA+^(HI_N0y+=knP2gcvKJe;PR6CO_?=~*WLj#B_L?(@-u ziM1yV*Zm8Ni$X02eTS777(f1r;E*LVsc)qhSOg0T#31TaGXaCeuBHa({`FC!_z=po`CA9r#gIl|M84|a$8_qrs*j0#>i`B-FED(6#l`V3o`T-bZ^*4 z(C2~#Tn(E9cF3qzc%?*1p+b>eX?>e*$D~O)s}d!Jk%Cga`%K~*Rw3$Fn6$9)$>vm^ z^2u%!i_f0Hk9L(Eb5;D&{>wa;WRbSxRaAn8iHvuQX?XBBd~C=jVHQRf08O&Zfm_|w zH|dK#A*X4b$hN`dR`vQOS|={ml74+nH=1TEar2j-e|5J5+Tq~XOm3CqC(_@76GDa| z`NissN<54mzk|9V#ukM`L#DZeqwE0JA!Xx!QCf1wSxZx%vLzHy>tye{vpH5|QOhy= z{U^@r-AnDSrp)RB#qs948=u%p#noo&-xZ1c9Lp%>ffQ>xg(m^!ILZJTN-Lv!TS_b6 za{Mi^hNGm)uw2n1$uj&OH*y9B`c&Q^wL*`lN%(h-{f}*JuJJXgnRhi@irXSv)Z-sP z+|*ktfG8}^;ys?S`Cw&5N@AY;)OwMjV^5g@@0aw4Bza`bWZ@>~Gy7kI4rXqD11~GE zi%Z^qx`jtbpxf*-%w+m6b8ufv;Jtss^u_eZnwD$Bq4J@Uz^B zpr83&a?H)Zorb4Ht~KB$yUiGR>3yl<6m*Z5Df?1WbT#ojf((p>RfbNiDw4D|A1Jb3 z<&TX|Sr^2=?XC;4zO(nW-@Im3UwtJ1q|MTFmXuyffL<^4VKtY#$vZ7=AdgTu^5q@` zGF4JUfp4RWn<*5hDqD0I=8n$^lw7_#p<~eb4AnHnraSHrxmd#X- z@h7HSm0ssZ?&ez7YFG4)|B=XOyzp_eO@s_S|R>p`|U=%2D4GfY66x8ZUL4{H> z(lCsYt`m8q2_PRCTk9B&fKth)R-1MF{iG0D8o_TAn+V74wv&vKcd z)D&-fvzoWU9SgF^lzTugED8bfORv%GuJ%d!NCYv*B$U@48fTVT(GE4Ysgn-ZqDZvv zgN&L_-HOb1@E;7kE1f=zL8XM1r>B*g!(DWwfrf}#6gToE*3tzWYE>eJ)~DKpYv!hj znG#v4VFQ;nuHeda69!uKIxqKmHy9Dc@Rp&Svy)c(C1**AS!TgcL1O>J3OW`wvK`f2 zO{&c?EBF)xmZQ)bOvDwc>Z z7|WU-=+t1Gi{c`xl~Q{qzFlVv(c)!Hw7&#(9GrEv763^y|!p1|nFPCQYF} znV;pbiEoi0%mM}FZg-`|gbBlMn+X>21ptg6zj@Fxp5anvq}O z>2IG?C8s?JUi;5A%-IfLGjGd09@l&2vIx{=*>7~!FB#Q3A(E^M!9Ra2NX(+IyB=te zF9@DA%zEyt+2&?RVl${OMw%s3s1&1QU$Si~q^{tXUZ)i<1jUl{xA|STh{@vrVFgG2 z`+UqAvz&?4w*#`8y>f|KD<%4i^lFM>6^w7o&)ZJV?#|DGae!H*+Wm>8d6psJLDKbQ zVg72|4h`?%<_~qpD&bC5d+C@L&kB3JIo~8qOi`c3pUlgy_T>GQQy8w44eE;+5ubYV zTT?}U#f)`s>l_>Z9SLG9;~IpjX{_`79n-iBPf=KkB2!2(cw^M+bzIWcnMgg;S7g}! z-bQiS9vB@mg$6r#y*lA)?%4aL;9+EuLfMn<+uheC%XL&Y}BJHI9Q$!6sIft3!gCiJ8y~@dG2OM z^3f0BWrZfDnj{XIk9X%6+88k>M4j4EO64h5h%Rno?j$@HR5A;d9%2ksIlnXGSAZhV zBaYL+HnL4+>^rw>i;##+pT#D>0!?>129nfzZb6pd^Yh6v$}BIpqurI}Z)$B)U%)}6 z_B*I$$v(&loUTJLU20mVY)LjEb}Mzvo3$8Bi4^ZnLcCHomd6K3g@06|*{goF3!i5E zWu`{`hYBoKZPKh86G)X-(ejCpb2*~+HDDF`GjuSTO zo;m3=n_YVB_Rspa*;7$FLbyr;>Ca&c-jrGGTf9cvXjV%YV#AZ+eQubrKl7yk!U>q=H zE&g%61>Vk@mmCs&BAxmHkC8H}^!Ek6GfmXYgTgtPSJ z>TYChw~36v{>PJ~;Gbh9obu4~rGLC_h(DT887?U$Nwn2}Y%IZO@$%dQ531LJ!_ zQIaJSIlpG|P($CaV|?-3zxi$6i17WNYCj>m3_VLpMVdCh_rpgrwKWG<7KULL?V+Dh zitYH?|ks*YNdhp^AqkyN)A-oU!`AVt`_rVg3hC{CLG{*S*{Im zhg1M#3YdU@BponySG7cFs-(psbSjVaVTlhr7jCzfXSqqdTP`dK*jS zbsl(t35xER>2-Bo(ioZLvT_(I(E5`klWn+`Q`1XBM1Aqq(rXF$n`U=ym6{rLd%Dlo0)CRL||7(rQpY}K&3^tk?7 z!4W)h$yf!3gaI?$e-tJ^{}^vAN*iZxBNeDhkcG}CT1iZu)dh|A{Y znj1RapRB9DI@;AvakTVE!etA(jI~2R4*FRb@N2cg!XF9aX&71Wcg;Lbk?Vn%olP57 zH;;oX_Q{Zb?r{(marEm$TQJ0l4=?`?GYrLlS?IPVvR22e9~v$lNgx?}vH6(8N@5H9 zy%pBe&cpd{vC8ex;B)7f7w`8*_Mapc0smT?zh?Jh@Rp<9`IwinunW!;+3`EW?H# zuM}uswueF!Nx>S1Fs0!+LiOdf%jbV#V5Y-(6hN;G#MFqPfYASm0avORMJoMf36Fp&` z>gxiNW~Iq0zOOd+<=bN|npT#+ox#X;o~Ifn%9W>43QjH0UFr#r;EK;P4&U$ymi_cA z9(R7pr!)8dk4o>~&jb}E3g3CxWb%Qf$C6Le!j+eq^)lo?Q%uH55xYW^xuzIh# zj7X8|g{?U}_rU)BM?a^8OTr}gAANTo*T)wC*n|1sC3mxxUJ1BfUCyoDx`lXsX-joj z>%3BG`5sZsvolvxe;fpkrD91vsQRK*L6XE9II{cx!M+{7s`rMn&WTYHA> zH;H*wH-EYc*1y3o{Hw6t^)=wz?_jJG$3G-J-hs;rZP zEMqMzd}}Y@FBm&-qfsdqj!!R7lBbKvxNn>dd%>4~hQ!3rie zF=@L?i|8}J#)7OP(Xb^?3elCZ2DvPeL&vzDEt3%KHN!B&q26x46oaaAE4veWJw0u^ zwm5_;IG+n{>>Ay@GheaU%Mrm57rf{?ki;`}+`3Au-JG!5K6{>fdl)f-MolpsU2vOm z9@#^?c6V^AY;+#^s`rg2$M$chv=W9oa8Cp z_UM*n`5lXTBi1Ld1=cJSG;34#S1h}dv!04y6H&(#SS0tHSYm1aDo;2>b$)j2G)+~} zM0x#p>CFFvVOXxi6Jn{OHkK#N-vD2;by5-{S9}pIX)IE;VaxV!s-`Y}N{X?9J z*Lf22W{dcR5oKs0FE|{!L;PBfO9Fw*rpl|u@O!*yWPy42#w>WE;H*mD>u$3EyRu(| z5L~Jq)7StE#;YmiJLvo&&YduE3 zdwD~-Mc}<^8ruA>%SwVeX z0c{;+(ZV9&vVBnEISl}b7u;jl^8-L9pFh0+X6&<{T!XF3>5+Xp8@Lre9)ACdNLQ=| z#D_=oB0p6tTt=I*gw43!Lpz3SI9jlxKR;tF5oC+_LeWl)@MmF6#*F#ydJqGU$i6}=L=1q6#we!n?bc{~mdA^PXd4OPqi1W#`&AhC-OhZ!B z^P12CFfCyH8s|J1^%kOx32D#3#UzL~zp~S?p%xEWVFx}-aG1nwjZ$Zw%v~8x!f1Sj zFHR=nD|~dICs&t0neIW{=y_JNBw4|8Lc@XhL@|0?l01eUCb%c+TKs?_gcr!WDYT8i zbKnz>sprh~qENFGU)i%+F&#yEJ?@_`^TFC^%G6sSP({cna^p{7hyovJbS@_gTHp{3 zYim&55?J6$;L+?O%hlNp$QOe3rC>h}!Lf`v$?{qBXo)W?ZrJ+PH$+aw`t$vtQGfyg zvsg2capXx7fPMi3^uA$9J*<6S_>mxqUNnd)2F2Z!B2$A%*&wEMbnfRZWWi$Clr*acdiQzUJ6&*=olMYhKqif5W}`2QlWf zpzjiVl6Y{&1jOM#psO05^t-ZKM$E`$ww0#qlk1F$z(_nWaSK1=96{Sgv4Bkpztx7r zTkd8NJ_v#8EifiQT9$7X$g&1lbe>AV$|Lw0n8L>m3<#EL~qi?5|g;iN)yi-e+<;-53Pf(ytEyQtoBKE zV5vM%kR_gJ2AaZ-P%Ucsnr*Exc*br z34DRScwD?4K&S}P2I8p=t5e~)e1gzekN_tH0R-`U1qtW(e}TMv47}L;hfD(SOYWaO zgk^?!{{Ot@61nqGG_U;xTu&@LJu~AAZ*&G>TEwHq@mS(lU%+b1*@8ERVVl(z)4%`k zfY$vHdJjhd*2c}j;R=ip8-xnMLxmSd=m5$jfZei__wUP0;`t$;qh9BoQ+6I@?D-sz zNjG5q_vP9;z|H)3eA(711tHAfmRS!$zqJhaN~2Ep;HI@q@Atd&o_pFDq~SnBoOZMHny{oN2-khgpn;sC}`<#$qc|IgR}P2;C!Uj>A* zW_$anx0d^;zr}u~(E1>?wY9Z@S~A|{s#-y487b9nsJu^G9ja-Zv3Hd)&~wyAg=R-7 zFFkOF`P*eg$g%w-Y3J<*(*>zCkLVVa}& z1^*CD{=eSguCB(G3WwP**)lNLht_2z}IY|uBo6|m(EMdWyrvi zlo)xDlh0=#nm`(N5iH$Kc82jl@(p$PmB!LR+ew0l#i}g}S=8{i5s#BDx3sdae{j)Y z5}4RqZ@4J0JDSK?81qcU%o-%_^wf{l%Z+w42IU&eyaK; z^(Bj~k}{p|NY5HY(M_Ao1}T^CoW~uJVD-9cefUO?lcbM=!g%2!Xn~%MA6b^okBLKW zxur2VTXhQtzuIi(L|~S7&?`9iZTi`V)yi%QeIh*TZ=fHo=ls3$^5$2Eb8m#c4$pfW z;CWz6JourR-HF^KS4MR^ozl3n^!6bQ=qnx}70%o%0^YN-J29+}tcLiLPNbGvi&!C7v`R#*Pxf=)Q2N(Ok^F5Yo?g@~3FG#qJqxi>xKVI>(3VO{fb0c8Q~70O*g7 zQ9yth=;Ae9;e|7m=|S$-bL(_|)vyFgb^c2yCc7cG=QGc$MGx){J&C?w5>0KKJ?rf) z^r+bNjWCj@i3RH&&!YJTMN*Hme+gRM0eLV0=CRi3Ci&shA1(t+P$mxs@^z-(B}-h| zR(3;D?k09nb>b8#4~#0{bgF0JA&XVbz^;CsV`#uF4hV6*IqG>`bwdy%4-VIaq?p0`e zc|rai_lc165A46LT4F2oR6JTA@@ohq;EMra6`IEGGotB;ZF#+X{10;jJI1j)TQFK6 z)nM&;?+d8Q)?XEu%E<6KV=)bSo$ETQjAaAjH`i2&9<8N>7}>C>^1xY+59gkl$)9-F z$g!SSIuX2Vfs6?^C`tXeNxP&%)oEkm^dObCMskZR{(2HCFQPoWt zY0Z!^u?D5yHf7UVPkx*)9;(^Sq|%{cFzU^Tx>$+m7O?Q*cqn2xotzH+za)I7^R{J& z%U`D|Fti)SMtWM=tU__b0Zl=1Dq$gzgg&Tu>+nl-C(AkiKlBfi~yBBfY~EJCMrHbA(=KlK%?^?n)o1MEF$`1{D+YjXZ{W3WtLAY&-^ z%TyC+9Kqs)N``bqC@1tXr#(aNIxNeMp~orBs5>wq;&^aE@FZAETTFtG${1|)ec7Qu z_sTL5qctWIkRZbdK46etzML%HGOcVhQ8ZmCzN0j9(kyn=bt=$2?|khmPqd?APe5#h zlrtw==4V=qoIMQYa2QFlZ&rYS#UGdZ@Lsk>T}~2n&tt{;nopdHRcCrx*?vAXdNd|U zAr-O320)tVvZ}gOR)adx6-{Fw^k8~gHudMv!L;$%JjjLFWkd*M^&A^vNdl#_Ue%#C zd1tUrS|ox+AY%WB2xSOp+ynFp^EabHBl7cs)NCC;1X|vw;voAb0;QD%F%It4{E8$g z0T$IwIDDg%EDT7=sIG6Xa#)PbCijEI)xMnb(;dG_YM{QxWUDTo7aKq53)RtH@Y6f? zf6{yLzAc(MHcpfCik{Q06P@(|K9GrY!vHJ1H$}Oteu};yA0qm-?X`K77xxpY{JIb5 zuVVh0-p@93>?%}x&ZGmqUWStK#)(XB5iG~kPnNo6IfIPCyMM~4kc@4aPAQP zlK#9-j3M?1C&|V0@L(}L6%#OR?;hlS2Gf>y#d|1*g;oJ{wJ)jkvo&W(uimwjmBmbN z8-d9*bdrn^oU#^cq`j<0Y+H zWbvr$)%D2BevxpLzQ51ARh~ao^rJOKH-7Pw;DOcyfyx2OP>Xj4^O$d$x&Gu@#Q_E8 znJQF!#@1}hf2_3Y#Y6hk!sNRh+XpJNWp846$h59MZFP+;RgC&mV}k6z<^E(f&Z?sS zV*~%M+b#dQR?z>4*6JiVq%3X4aOfHckw2730Aqg?#D2g}T%e{7!uGBb8()w{FZmw} zDqGru_AO4jIO}`?5eCB9eRcytQvdw9P$6}2sSa>iL1G#NvJ+iHdrNLK(hUYGtU1x0RV^79tuDUiy%NXf@Eg^ zD^ifd(1VvE_DJp7P09X7q11u(Z1S4t6jI)hy&N#!onT@(k}DPmj75A(V4eab?u)>V zT5w&4dt@f-!aw!9A7&<%Pk0i-o42T23CxRjgnC(cT@~C80QU)0p>B%v#!5xAl0_paKgbKV#e#S-0k7Ptb}v{${Qfu+`6Ii@B; z#D#~HV5mc74^@H8(@8C<`DRd}15B_RqHq+%sxwekH{9e+#5a{$BIxiY^wl`a!S#@G zgQvNX!Z5hx$ofC8QK8}91aSGu1*>e*>xCC7KIy`}h%??qy{Z9dzPW zde%?pf<2VLivaJay0C*zNQ9+Ak4p-qNQz?K7hlfC8+Td4qt;%EMZt~xxP%!*C36f_ z`t3}v5zhry)JFp`QLa*A#`z1*Olpmi8vZ#4FH5@2+)tK4c}N~as1+g_N;h6CvvOEG z$eg(JvI1%24SVUITL352J-l~|$>SYF@K@fJ^uR0$ae)mY<$Q^#QS^@V{+AoUnK}r7 z9-HVSGo9C7U>}WxxC_8=3obI;Ye*yMz^=f*-@T$i$YPvsfvwx0$f92Z)<=6J4VX20 z#2$rc6wNlKd`z{J%IkQ%3mluK`x0Uh#rtqVLV-?048WRr?rS#za172p7AEOx-f#=r zt{Y9L1&oOnZ2aE)QL9MhZaDIgUUXy)=lH<)PQ1c#D~_qy;s%=!O>3yoeBdKPwZs)* z`P`5Hs{~R?46BHIcRUSO==#rYYAXDDTVeCYxdYD+v^S)CiZ1k4UtAo6nvt*OP4CMp z|AFdq7G&BeMvnwih4tC1Eu5}Q{=fPH?|d|PzSm|wDrcHYZ?256g_?j PF}Jc(N|Kf0#)1C_lgMjh literal 54684 zcmZs@1z42p7d<+*Ag#2df=HJjNJ%IyEex%Mv>+f21}R8)C`hN$9RdO(A~i@$Dj?l` z_cxy3|K9uDJI~?qFwFP%-h1t}*E@kK%J=bcsc=y!6uz9Sv>FO^{vHZ-M)Klmc&FCq zH#Pi&^Hf&n84AUD4f#3ck|FL4Z_+r*XgjLgnK?c;b}&WVS5c(D|HST@6!#Z(C1%KH7HdjS^siAza5oxk%G+L zCYDdEQ53)Nlv$_`CRX|sujS!f#Gi03Czb0Vs(R~T9N7=$Jx$-!C#p-7T!=lJbhdJe z$a%Q$J1R)J@h$$(w^9C|xzf_Y?}nY@4Hn&LE!K+N?)%#|M7VJz!Q$6khcSrgb`7UH zJ~^TK<0y=t=yR$wD6&eJJ2GtM4n`L+Ysp2+w{i#f7oLO3p-}Dqrx-bu`p%y}-*O@J zgo^icNv;O#fTiZ(R%yY1pTKA2=;98xEMpaO-y7tfm5-K}>El=Lohf~wW_1eN$ofop zI$;?1t?u>RTE%eIX!)!@9z5tyIZHinVCHf8fSTO@8jBYz=q0(F!+)ZwTrAV$>=BKY z)yx}EJf;4>wj46)@=9SixdWDU2G0`|W~I9#tgUMBnu(5l5;AjI)p7ne@^@arrKck; zR5R4((Kx1GJ0sASu%ihRzY!rOaoXf=~}Rb`fMrWme#I2h`%>ddjEe$ zsvwQN>k=FfE9UmU*_;oLA&i#KSmd)*Pf3tqD*M+7y>~$A%cmA=c>|VHuha>m`~Qv1 zXOzBo{jSZQXH?z)6ko6H?{`)x{O(3GBArUVVJ-M&vS?UmKu+U5 zE|rmv*(a@(&(q4wk;6=fiWgc857uv&wLiF+-dD3ye=zR8Vv)dnTy(DryHaOObu(Jo z3x0h*D<@a5^rB+IOILIf9#f9+729mN{6J)_<#Ix1-NACr#KHIuzfvUWn{@12648c} zF>b@aI=j6$?|WZAekl5*Lb`lw*s3VdfrEHA!V<9<3E6MGl2IlNNR!9Ey^nv-==iLb z6?rO^PFNDQ)g$BgF$yRpibp#B-W_qWNaI7VUhsU})!$+b`703#baTz>0j>9;{Xz+f zjdIHYp9T5DYw2{~_VyU5xu!GaDK1ku@s_IDSTi;zvS6TE_kP#saIunp6?w}?7T$VP zdiC`3jC8?&OHFw%-SCnHLHs*U zC=yma%lO}8*2ET*3}xs7gQ6RrLElEkkr&y! z&RK^lJ>_i?>}O`6JzBK_tpU2kuDJ_z9%22)yyni%&gSNAo3r1)e;*x9%Cz9)lv!x<5=nmg6EbLY;Tl9G~ofzZQ$UZMCcD~CyQo4DJD zXB++rnNGGxDqeeud*c24Hor#s5;8^iL+qFwxYbi;HC|_kF{^PH()cn6IT7S$rPUB2 zU4=1dSTLLsJMN*TJ6Y;X))m*-V3+eafhG=j@7rze8d+ZF=i__!^y#lF8a6gIG*_>- zr*W*5p~u~E=7rB9Eo>4pa-@&lpV-@O^FAn!y&--)66-z`Qdw75FsEaXTi9=2&8)(E zvQFaFVV+;`7I_3ULl{n`wj{XW{X{o@HvQS6zo~P#-*wW5Q}@C*BoLx zBBCH{yF{a3rP!nOmDqwIcYYJ=la zI*l@e3`ld8PbyAhbbDUJDNCbeKX{blTP6q$D-F_&x)YjK-uv$}w@0W0_}{*9o&K$JdddGL*!C#Z?H$G5`vHCmsbu>8NC!VilV4TAU-;!+ zsWRs7E31$Ap1DwOkoC4tt+V(KcFlZJ7|0c<89C_Bm^?A1wm{Yc^}`P7Ce&+Mcg=>A zk9j0#DLm52cwzD16DTf8f?i2sWQ`svePH}uf&N5V9d!e1S znLBqNcd2M$YrnBkqCo3eN1UU6(cogam6LvvRvu45SJM54wF1PXz8BD)*S_;~IsShA zx^@2z-b6SL1>Rs?BO@aVM9<0LpC&ibit_S%_wScoIP!C(K^#tdp>s)(?X6OOg?A=q z{KchION-|(_4RAd5{Ac!V?^@Qa-Jk)GAj*O4%{5zHC4+j+j0Y#^jw%`1no}Qi|H&Dz%1Eved6q3iR%!x~1qWOhwr=UtIT-k5bj%spZ= ze6GT5C(Y(JY+e(ERIIO;UP{lzWz0sSoo3Z=Oewwqj@n*z>inB&a+Bn1L${J6!TDTb={ZDJ}l~S z2)(oV$Za#iaGPJ#y5ePvWkM!&{+jNuZ#%I?E0_nRm#bWY$yGBFGaJqfhA+h=_R&|f zn5H;%WKEZdL~h^yIMz1rp5=MC{Oh?O()`5^3)aFWj?gWBO>nwj-^%pawd%5bmltQ`DC#%X zSB zhsD)6`9UW)LTq3V7aGHJIr;2bQ1Se<+QKypKkbfw z6?tzoD0yyXOg#7x7YQo2>XgGF60PKXn%(%EG=@F)7OIbgnFJJdlutL5D= z)xF@QGn`8=J{5L_TwXaU*`Lm;Z#Z5&al4t*e0%8s2WkCko&2(HZ^iX<7}{+zJeIQL8hk2#M)e zyQ#kOu5gi;I5ISzHtd~JBDj3MOcIV*E_cOrS_mzi-GKCV@!duR@lHHkra}NFP7?OL zY6h1OA5Xa_%yq(HW^O*)WM*c@QVBaG@z$5lEyE%~w%FPmEJMWgC^LI}!4k$&TPfMe zpog62dkTFslxu&@^{T=1$H=NDgc$ypHApj)liv~#f**EpHBwY4QdunPSSU=dsi$D422 z3x>Z#AH)`W%=^dvMi9gUxI4M=Vnq}qUfKK_ z({^h0-Tv`@(aB;)CE>Lkp@1FE&k*{ms)W{t>W);FLN{!!tU8b0e$K9ZPLp}Kimuph zHaf9~0sH(7G7+fFw4lvuI5Vl5;aj?)md3Q{pj?|1)OH}bvL&`I$2An@l4-7~jIKb2 zWAMyIoWJbq_PPd)$EU!##J=*A2mA+KY45(rWw|Se19c+h^_RV5v7;-#Yqdh?p8p${ zOOdp@>5M+PoArdkq`p5oh>&ZjoUYdacn6lR|2Fj;&|C(=MgAgiMGFX0pAi%th*bbBJugUW^LHL-Y>DbMkqw za7!Ip0hIA7+Nwju%EZDco2co@HXOXwM3e!fk^`slJa;q)q8$u|cT6-@-Kq(E`)S9e z%gL7i{>_f8&F%(VCQ&SHAG7mYrb=tDO;I$Mk?XRM#_q`ZoDE4X9$MP@*$Qa|eTv1T zU4!og2<}e}?PGW4I;Y;Ve*9&ZV5Ls~lOAV{zxu3$j*Y;TCqfWrB#MW-?)gk=F%CEs zMMm(%2fyq8?N9#DWA+Jic)#l@T0pQFwGVtNgx4bHiav;THM_+#I@JlQ9GAE0`x`9e zPTi?3TD(%@r=FQeW`S*RYPi6s_0L$lu zy&9k9>|d9~m$!z)Tq&-?8Qbc3V}$6wpHt}n;y-OYNh~_V zq@607K9{<$BB1maO26V9<9z_{`~5qEXJWCw@UZLPWW6WWOFZ`)Q+tMI(T=`ZglT^_4x*+?U{<@>2W&MEsd)~y)ZHnsEM9aYW^?CxF*GQwd@#dbz z9quPdp|T3)D>|J4ZWB%{e%gETQB$`)UV9rZ(gX7cjuxAlhXpwE8Fi*w{_4w87V&b< zR>9K~x>Z~{Y%5UxeSnHx(ckqF(Ro2yMyJycd<7xM%zaonQMj%fpY0lSkhG3XIn3BB zP1Rq9xQ|b#T!Ec0y%!YOK0>3sfwzG6xLssHE_yc0I)Lqf5U-0r=Z4b%;-OR+ezc*Zm-bWR8qyR_C2H?Xy%2 zup6=cQZ~+)B>dQmZCNhs`%6+0aK+twBGhWRFv0)L`xY`)YSoxoF%kt6-6gZLvDBwM z7a=i2iP>*@A2-O+HC1$VDN#BHXmn=$l`X)-%@O3Aw=ty3TvQpmahDU|qeE4`pCQC& z9OYsFXA)YD_$3@=TA0^7;9`N z<7MJgK?&0UcSAd$biO93ZnnMqolzW1{fHieXX$Ecu~6O$SIrr0?z5Kl&0 zzsW$5kM9FBZfIDMQ*-r0FB7$OMQNO_qN$Teknf9*-9^nn4iI%D7yBNYkBrF!tK+RCYlzi(osLOJzE z2Ka4uwv&5jTzbv#K7|#ITBq`!*;+xSBb_#e>;63T7BO`KD)pfdECCK2 zN|b{@PDBn~i!j+^swOz+M#vZPkEiqbHQe=4-=Ee#+IZ%V=r?{UEUHFbqP^5M6Cmr!00qP=+Nj`EL-Lx18=p9~SR4=lbC)wg!!b=*|`AD-1dhlFJ8P zJv*#KA_kBcuS4 z69~rGbe5U84%&^ov+Zv%SeEPizt$U)NykF>KX)LB-Z=(>=fP`3-T{Z3E4cSIg&4Ik zg;FoZn}Z*TV0py%4ebl8hW&U7qYk%gD;>bgtldy#zNH;!_QiuxB`lgx!{SuW{~rOF z4x!d%c>vOb_7n&ua7N2W?M*BO9^d$&d4lH`T1#uWvrUsV%(g;x@SID3WNUYIWXE*3CuJ> zE6#fUmDDw&fJVT&V3@bM)t0dICfKRl1je&@wHwJjj+nJOQx^uscQ2@>nc9#-(nr8m zxVs>6)j)6lU5u2f@@yUL*AH91YW9!Vhed4)y2vT3qFLccYL~a_@DawUx>#|mUOzF_9w^qXhk zhxkjdWQug=R498Yrlaeuo1QIP)p#)b3CoGLmo}=GYAl&Giw1$o+6YoVdR@B}0tX{i z@>9`gcBMXNy9r{tN4Vv%vIh^_V4*`iPNrHYT6N}uF)Q7jWV36lKH($pmafmD!l@z* zB58=|c7IS-yFJL*99MVr+LtXOI)W6QU9dFc*U z-Ee@VR8UE8FyhYN=$?>G%w=_ZGOvqPR8)x0>GWbSF-iU7w_YRwr0I6SX)qZ~)k98U z%|&NkJcC5TmmZtTwia9zDQ)ZS?ha(Rv$Gcd z0rcUcU6vREK4`D)Xwqx>Kp|!;MoI|HCicSo%d-+=Eu<=AOaV;V_CqX*_K=k{)<|Ix z{@=DnYjDf5Y$4)-uTCP4;q9IH+rxy@acQLa(h93$0b`F>jOCYwH6GU+F_|I#+=swe z{%ZVx#I7*ro_O`e<{JA&TS7C9KxS#f4`tg$2Ei*L0c4u!W9^N6`3$ujjea}nMw6P+ zD7knHX3;6@Bm2y7e!vG6w#=_ZMoeh0J$yebO(d}#Sj@ij<`R%(VET4~bhx}NpW_}} zaK|V&r-WeC+IroMIas7DA-jO0Wq(|TC%8N&cy4EPRtP3Wj(Pez9gIn?$i~{8L+OMtnemgoY z`SXM%5%xL#c?cZy`G)|j-ajZ!#1A!&aU31KGpbGI`SQ`yv%JKVlO|_0y2EyyhwvyTq^)lf^Y7~ z0XMMr^?lk8Y<;tS-S4O`8|!>zEr3C|asR$FNo=td5PMsZx7FAfW7bdSan#{`=sk{8 z)j>WLpElbGe(2zg{{2=+v?0;zO5IWMv%*rW^b?`?#VM;I$Lz zzTjaOAkY{lxW6=BKW#Nv9T`Y&xVBYGrQb2i>QG0iAG#V)>eiyrYeM1oS2x(w=AP#< zTbA;~eg*fE|625utrUe71}u^O=fWv8fs&#{Kd=T9+s#d%9mUWD)CbR%ZYiBQTPer= zajHf8*XGxZTr1Di8I5L{6=N-KTCs~3EcsI3Fh zxnXAt6uos~eZEnB>v506`37ALZh<%m`%@Bf@TFf?qzlFs zePcHYMvJZme+7pc$6r+c7He*subfNB&m=;6<{DIJozvymb58)`9Js@ei{}cYIW*gq z`g!@e`YIu~WXA7|y2p7*qwD9Z4RSP+sPNdLgW3Wg26ncL1$66)Y&1U{-%hb);wANR zch_CQ|BEeq;PtfptBXjyyC^Pu>19s*a&Ot#lac-W92L~$n-ay^3ntLxQQisVH~SSJ z*IfRDR%)x@zhWf}pj+H>D?=~kr9QOZ&~zF|B;i<^{G3fIhzc6)aY8aUvG7D8t)ut+ zLbR1QpKkM%dv86`xET?UaawUYf^T|WR8c&))PoyODmlh9q|i~H+#=SZS4-GQIJvO9 zy+QS**h#c{mfcZetYiUg?30{2|M5#meeTs3Yr=o^BMD5$q}IabbDl2CY$8wUUn&g0 zJ$?1#c@r*PO9Znt!O{L`bIn2^3ScFEiLr%)hm8TaT+TZGoA-gSPr_f}=TN{4jLnJJ z{gie8TMm~?V)npv&MNQYUVa-}TV?lMOG#ZQ!c27-nFKKFlK=A*WDqi(^Nig?Q+L-Z z%LZ+4nRsHr^&MvTSJ6e!e%}siUJVa%@`_>UaofmhsNIoS1)fsI$g6s>&&1qgcE85+%n~z+*y^fs;ZmUa)C31s!VJ` z4zP&XW*s|b%yk^`Qx*x%PoIYM^MD0}=|gZaSkD2P67nbarzu`!)_PHjZ6r}j>@&RkxI+y9Yd-)4C^4uG4)y(u~|7kTcuI@JfHUfFB zzB{3koRr~H5hUE26<#Pkk9RJ4LYxnC2MkB8c7&B@4fwH21 z)efD-0wg4RSP8x|SA)dvU9A_NHe+Un7xy7Ro`g(a3l!e;mx3CH;+hUFaS@NjteuwM z>Y@1F+cT>erU$W)&OMtSwtanhst0mYkB#vObKUOQVm%u1m7M|o!MRsUNxRZ$f&yth zrVABsTolOEbncu@KCfCun7!U>@yD}8)2F@_wNditE#xXbnHEc0*S@U-g_SDFBasdO zTzSvPC7k74KxvA&;C63b>apgnZW`|$F_C?{=$ut|z>j};q%{IcYt??&*BF{Up%%$e zA5V_C!=z=5nG1GO_Fz<>)F+yNDWbHD{?2A)lcBRSEs%j84nAL0DA-O-o%!+woihM3yZNoy?$NSQLYM;t4F7Q~4M72TUdwYaai!763G8f?C|~OuHYAwQG&tG_=5C8NwCcRf!F=<)ycj<(`kG6_ zV((fS)6S!8birJ2%##rzmP&Iq*pzMr3~;4e2Wd?VkB_G$C)3c-I5n&iLpK*Yn8>Mh z&|QyGOczQnVcfHWa&dSh>|@?z5?n`H9L?MaCuuYhm(Gbkk#4+>n)a4hE&3ma_&cdOVpVD;t`u?eKGTwP;>Ucj< z+KW!{ zsAM_t!$=FirxhZi1Gl*ndC25W*U~T7QGihch-(6xqLGNt!b&osC%!l3fn-J7;!*T5R-%GRQoN zZ@%wa`J&3lCDBr6a%cRKxRSS{*Lo$t1Qbd!3|U)YwLn>mk3j>3E^=TRxdyrKx2`UW zl%i`_5joJ&xY3jUmmVlUb8t_GQ@Eje&-k zr9c*Lh79;Z%Fo5yH<|X)o!dkF*m>eS{_KVwK`K6fTLr-=p!g`gZ^mC z36CpYKkhdG`Y=|8BIdtT5Al^qfpr4YgdrOq%5Se+G2+=ylINjS@B}j2<6w(p*RkCnP*Q>$cI-xjb zwx9L+jfldPdjKu?4{(lbNLBxQ>#vT~oDei=P` zrj8#yC0nNGiuv{}*kucIW~!|+bn^TB#C@btgazs*0kL}4SYJ1MYXCM@&b1+xUiZ+% zSOY;8^%Uwx8c7r*4Q@T20W~&*skhFRC{6qkmG*-JqM!&wWr90l=j=KLgPEJlJOnU% zpTL&zL05@%+${gTyooNak3mkHuQ~$uotA%dTsn8k`cI>#>;jY{EcF9KX*1j zs{5DI+)GloWF4Z_am^Czd)x!^>3bz(($kqci-5t*M61f60lQeH%$mNf*;gDqD?bNn zPOiP+vH`^L#1lD$X&C`nXB;P?<5i8%P>W<&chz{U6!7SLOsq(!V|w9DZN+)&A7@~l z@T>+?!vd4o-YyahJo$D|_u8^@E=BX)osuGI5@cWbRH|iX(1evq+KoRB7Guq$v zzx{4DJK(_wh~l4uYVQ5SQPas5;iRDJbbG$+@Z>bECr}5k5;uQS*s11hP?DGUlLcc;+L!( z*Z+=quMdDPDimCC+y48Tq`L(4IPo*)v8Qy)=QW}4hQn>zUIYb)z5iEaf-t=M;aJ|| znd5A6EH%z#_)_aj%(zqzztD0;7MBF?z?N7`Aq24ch0i|eaAb_TMVaIKd+-Kj=8mLYa89OINX|Yvb&^^6|P5)&_p->GKaDBQvAOW*wuSmpSEb_x8#^dcC zeY(SK-NzRD!omy3 z5`(I1P-er+st`4JsT2;j@Pof#%=&D~yjSHX>xIkK71mTFqF~=RhQCSu+T$eOh6kmy z<^p>>_B)o2_B=t!AJMZ=_nu^cs`t^SA!{$tO^b>(cXEjw?I$+uVonYXjRjocRHV2s zY}9p>hzyU8mL`{T@?GmHRAIxvrNX)M-_gkDmeB-K)47BPD(j=#F;#JZ)TkqYIE?Hn zDZLO`AbAfBJcIlEz^|&58MYu+<=`rI`)WyI)c>vD47_3^3KRaFvOnE8i>`ZjcE#X> z250P85rN}^Xq3Kx2S%c*KRkoM9{lAW-N_;@k!lB>*N+%Gs93Ma@Miew=|gvY+@xX= zFEe{*c0t7rEA6gDTP9$5B`~^A!DfWw)DtKQmc$ym2utJ+l$c3rwo9}On(<~^qnW4-w%J=4N7wG{Z;>$7N1 z@brt9nEDj#MysuG%VABEo=!8UEy3aRg0-s^KY>%9kvsI`+K4+L1jj!0GfYx!Wqo1T zE=-V$8_dAQDjzV~jiL$2`$xtfv((e+pp~RjGDw#EC!?9$2Itw=QiYU}OdZwCq z=5(^Sy?=)-Tx({KF4+XunJkGq7QFy!l>INR9L6`NNa4X0s2_bAhYS1^*fTPb-0Egd zM{z`kA~A*^npBAV#Lw{6OiC9+#REDUT~MwL)bEXXuh-1LaVKt*n_|9HW}E`edQCa4#z7Uhue7 zBUw1v`W&>DvPt}sdy6*rX0%Ou2HCx>%2PkCV08n;Qoj6|3Km3~E2$a@S0@_Wcswpo z4SVzqTmM;CE5iwgHiBd?<&eD(=kBZXpL#`QQPnTeVF*aTg)pukM$}H!)xRo>^@!IY zhR#AI{J?14kxY>(O;AR$T)nUw&RU@Oa+e<`7wN4>;lCXv2)Gq4&Cm8a?ZUoPNk1%V z*n1O95LofH&0$_xV@33eAc>oWYSeS`^Yj;7IxsR=aq8zMg49b|&BC)sm1Q?|`7*tEcCVz{5XRW^;6Xhr+eZVh z$$2}kop<@6rqw$?9-^ACR-Ca>bnV#ur7M-j+8-yTdn30?AP1U|%;O z#r)8wJ-e8}s z%2IBCfRf3KEUFt}@YmV(rlz}tzaaxJFE4Ll%Ps`RFZ&fr0w0NT$1I;DV6e(zE@uiT zA4bZ7$0!kdJZ}2L?bogxRNriGIQAs=Y)N>h$zQsep{1YG<)oC9%cX$kYjSj` zMkz!&hG4n&jMZ1A`~El2uwwaNmXR~Bh*dQ{iYTO*+tmO0EXIW z5$MNOyPesZx$|r0tCwdfj4_PKGuL0Xc+oh%Gf(eN8y5iwS~OTNF}MgK?!19q1u;@H4z)LUAg-Xl+t9Q?pG_$xlaLd{F{3TloJrvZq!xP5&w~rMvIz$O$U)zrp0<9BAp(*ldL?0y<_!y z(lPS=;rg-f2C%@(m-EGrcMQKcR368_;?Ij&v@^FMW;SHDeToTBE^5zy(at7 z9umyzmXn(8WiU3>>B~YiF#zNl zNtVr?|qEs|nZN$vfljTupqa zAxWr_OC*#f;;$U}X)$&e(@=u^>oLu-1~&O!C%@^pduJ+(+;NfvL=-$KcP4vu zhefk)bbGBuDf}{(A4SceLj1$+Ers~)PYO(QLx4r?u7>IQ2BL;^Bv4doz)8bja+8 zyIvWKz>?n~)r4d&Xn`XX<^)g$&oxCGvW*WG2|4UgohTKU_)uJ2wl{^zSl^e-xy@sC z;Ik9KgVMR1PKsY9-6^Vy8!4EvCn-f)0T-Ss={L@y=-EC;J;C}ReXlzp69WAN(@$(h z>KU_5&t0q~3(jMw$iOiup3xqn9F!KLNVOU7m(&9?KyJ#VF`S_pxpblKzN*7l_v=>f ziWRByP879ea&n@}+cn|-QJ6t4#du8F9_CEdLuO{Dl ztji&ihF!wVZSMQ@)*} zFttx`nmpTS2ag(?KrKsrmtTv=EqvzR+t(!4y{pdw&-_%*pEmk7@;J zpYha(w>b{;D{nsH^z;Kdx`#za^yUGjpVOojfO9uJn6xUYyLW++zIJ=q3hs;nN5v~6 zvwY+^Y5wJn+$t@dz%7Pe_lq+)A^ygurP2x;F-^A;y9mX08wbmak5=n0z-7Clb0Umk zo@uug3=$H>A<2Ce_lN3g@#HtBb~^mhPVWI%3zr@rtA8wd_Y}V{#90Y>B8zib zF;6&2@<5G|=x$RY_SGK5S?pgrd9q#RW zv;0xz9TaJ}mc)z4*J7XMYUKqIDmTwH=OZG9ef655#r=GUnYAK3$xw>Fqb)y*M{x|7 zs)m1*Uffpgala_BB@35+L_&!phP`Jr24XsF(IJvk3|&RRhDP25F+@1T)yr>85l^~({D^#8+SBlCEgNSoFle=8jaTg z3TcZUHJ}B*R>E3(qI?c^3Bw_MG@_ZflguD${qNAUz&avwq! zw$m zMW(H-7LVSP3JjdcWziqBDoar3olPP8x0>`MQtFhKKIZp(e0AhXEdWi9M$Uh=A4}Rpd8 zcXjo{>Oy_4XO@hR83b~{+Ae85HnGt35Yk{#%V3HJ;abC5*nw!E{vOBopvMP1Ay-H@wY-t9!OB>u*1%6{FaR7+NL=gwgXaHf0U9%owFsno60BpT5gv$mbE;hN9Gg{?!{_B>KLO=BTNAIMP zmy&Mi<&teNY)(hLRxbxB#!rObIbJ{RsUr+kB!uYSS9-EO(LjBek0Q$XbB&{H{Hs77 zNqy5OD{QjJ3G5iv&s7J=l}jquFOqj@_akK@s}rK4AN7CRnG)8n)(-iy6XERVQG zJi&~J{I$(2oJ?8A9%�L+L_!E**G%kd+!rmHh_}_TZs^fH^Pw5s)yYWKS&;w2~-v z6S)dOEkQ1?eB+Z=r5V1Q?*Kycc;HPrIWrw7UNJ4|Er%O=9crBLAt%)O7ou+!rD{G0}z zlL|S@=JOC(^PobUz1o45+=9U}7u9}%YIyuws6rmYS6WV#YyWgy+W zC70(G6FzGT%89F+ZT6FkQ~zR?=D`^kX2|>GJvjeRzax>TYKKVT^`rQVjBQ%W1g)aM z0Xn4z30_xPbuvZXFiS&Y^t1opySriU$QrIdfNa}Tf2G33TBJ@Jy+G}sI63X{lxOtAi(Zzo1(d zt9&4A7#%(c?FtF?-cnf8aj%T|N+k(cs%boWUZiuyWar|RLB!{gLCOw&c9s7_oo57G&PxTHr@x%mu=WvnX43E#q#{R8cR2S5(sZ!c!s&6S zV6BIn;~;Qu4=StdZ@b6f+T3}MY@e7>ecdyBQUGbXVo)@f2QX{1cbyrr^p<6xhSH3bY=xB7*6#^KefwXUx)r#G;HUA#+IJI*5hOj_6Ua-gdq% z+1m9AWyDta@9R)V%$FE9|5TPeha1zyrL4nvHW#d+a>wbnsxwtg%+^HfX>T^_Ocw6tHzWLt!>5+%)Q9)*-eIpfDrfgqo*DrK`ih z%FrQ?k%dBy2c|S}*KU&TD1t5NzI9QcE z@&iX-wFZC}X&_83*>DUQCW$1>4wTM9+HvJ|Z7Los_IcJg;w0GAmabF0bJ%0;Y-W7Pis;$DD+kKvP&i=hu972Y)e?qjvS!33Y$@9yq$F?_uA6y@J07ea1{!Elr zpqbRpTS?0Ju}Ya#GM{e>E9@N2+zVT7y;&d4Dg10Epca6;)$*G>S>dyt{_qnY-pWl{d2I?wwvN|;Vu{p{wF(T*zprqGM1c_O=X zQwqN)w82{(qGnws|Cp+xo2QvaG&-Z?bjUG_Tgq9F55}<&H%uI2!k@3R+J?sNo(!*_ zsHcXNOdb{D$Jd;aplbQ)!m{A!5MvH5eNLwgUC=j=gar8RA7Y-!Op7hIF)E83Cv*5# zBzBb?#ht(tjQb3S(r>-+u~Fe|d2i&6(88wlbi5nX8_6ZHf&D zdd6-@Bm>2pzBjwDgHS)_OY_AxBTd$5jgWu{Z?3E;C9=%;<8%G#9nJ)?aR;1Q086)u zu436Vhs-hSP3CT(L*|=wdB55Xrta4!_`(1|Pi2-oPur31ifXUWX5>&Gy=EC8&G|TY zoVUx1w`<(tUCFq+rN+z^>YQ8Zj20yCW*g+-3z(>c;-^0TTT8yWc|k;AswDHw{Ly}3 zEmX6vIJ}Sk@w4F$44am&yr2UYBPok}{{2KtugjB!N1T~rfpjuYn7pl)Qq}2*o?)hM z8_R;K)Kug>?YKhkOw+jwY9=wuDI!^-%_%JdTU?K|wWsD7bUvhK?oG6M7rf?Ls76!${V(4WqMcuan;(yUM66$}3o0_1`WKZewqHz&241~|`~Dp0 zcs)i2fc$|%e$MxBHj7WHh+pWl8myp|UGD);A=Xw%S6?lm90zV2yK4tyQGRe|BxzDfk7OLglyXK!*&;y_}#LM#~kk;+#j~?pRxb`qn0cL1yv9f zpCT>C8`JGeX=l3RixQa`Z|TV&cQ6qJbi5LJ!4-X z&U7dYhx*k6X59LqYs{9W4Ol4+lLa6JiEN(iEST`jw6Cei3)7AJJM?0@VBn#c*9c1% zLCoNFaM2yS2{JcgE3S_(MI}?vSanuUVjr#w5I~Lq0iK4l{FidRN>pDiQ1paaS^+Bp z!u|X)>2$O;h{jcY>pa3UuB}%^?#^>UO{brh_&x6xhvShwKCd$s8{$mr&;FRfEOz)} zDdE(G)6WgJA-2Qd8Yq)hf*8!DE0OIt5!2p7`KQGRmhFdTa@NWj4~)6AsZn`m6AUq5lp)_mOi?k1~n0@4apZ-;w(V6#r zc7T!K4$wu$F6&cDp6s<}a7qIg{v1VlQ>v$=4)6a-!Q?sySM&90&Wo`ovxM4>SO(&? z4-}1#r9D!`{5!XHW$*OCn<79;(cbGV=@PpLDjt~>vJfK6e9O-10txE$rE~Q(I_18a z5M!fEVK2x7EpFpyBU<%@YH>LL!qcPToLwoWjE6=A(elO6V6gDmdA(@FX6v8(X94eS_U&3o{8^m$H#UwK8O`dTjsc{IL*>y`mdj#}l7W zy?>Ct;XF)b(1_Q)57wwb+$fjkfRMLlBGzskmf4g z!am;}{nuWrn|Fh3|Fsal$mmt#x?CMx5Xf_Z%pX79Y}^x>M=CwnlNMYNBs&K2l7))6 z|3D2!mbm&`H~him;=b5RbAIP-uj+Fc%0%NU;72`c*ELOyWB30#ra|sW19-ZBVt48Y8SUbWc*Td`tK8FCTsH(9(H3fx0YW_a^{wZ0N4)3CQd z-wF4eWU=5dIE+qW7`;UAacT475+N~~5UD3+)pfh)F${{a$*&-~V6xu7M0vGB^dpo! z%;Tzd8IGV9VOpTV2rQ58WAjOcJ`>rf(Pf>!ij;f*-UIz$x(#5jU4{-`9gFGVAC#7e z$TP!P{Ocs-0Kk7O zq+x9zF~9o7e&p98CzMR?M|hO9#8boC7rNoSp~A-3$vPT3j|BaMmnPGx6e4qzkcIrZ+ zR4#7gLxtRN6{v}O4^C);RCVpCq2+;u>Ejb+ex0C9avEz?AJn6H_Ups7qo{`K$BK#p z6h5JnO+fB{pY3@(%lj%1JD>|sszCla+DKj-dt4(NlZ1VkTM9S}uu-_M5`pq9yR{^k z5`-r@a`pWeHFKd}rLP|Ke^00p7y=n71t-b?YOSYtlLAH8X^9xycvU6fWf}SE-+)sX zRgS@Hmzixup{g(5>Mm@L{T}xBI7}l&O`F1M|4?`e+DSgu`JcUr6212N1!EJVn2i4m z$M-Yrp>{sJ^A5|s2XUFN8-GiaY2v7teQOgMsghpxH2TicS_j17%7gkiRTJ6SNS`10 z1#~SJQgMS^50ZG*U?kv*oZz9UhYcbWQ5kees7I9D%XQS zP=ji}zq}M~dWMI^0_A1aNNNrvDg{4*VWW7{P0KanBUqd3l|F@cMWWBYJrfl*`Ls|P ze#%aU5B7!rL*j-4gz+GO7UoH_^e=ebJ7&0NE&IH6+yV@F?UcssIJWbb&O||r#6LQ3 z>#)ellgH}4Y5X7J_aD0@Rc|nxKE!MrJb61)6YcMEyY;0;(OC`dj<6Tz6O5mQ$av?> z^-;DyUBU9vT#4UB{6_T!y2B|`QGrK;NIy!lM(1Ep8@)JbGRlbmxcT~AT-MQ?d0hqV z)Zw$0>L>b1g>x2odd(LbEw0eN_Y^(E%6Lfpz31;RyjhhqG3)yWt7~&|5qxnDbjiX) zoVEPE6ns)_X4^KaxsOXWJi^t+VK3DoP4LdyFd~1IOv#($3#l5_^@h95Tau<%JC1st zYkinvJor||5{c#AJhPh*mWCX6Ik9Tpd&gDf%Bk%0a4glrgEe&X8n@bBpYl2B03V#7rZt=ERHk%PAzkD?CA}YyC3UmK^(~=u+wD?H3VMQBtZgkg&s7Vt zQ=!l=r5NEB_Zt{-rjJ$0yCPX;8K20$O(iZKS@PT%Fzpcrwpfx>B|3pcR;5Pe{gSA> zi{q6iodXLt%Xy=-beDZ<#z;`ymq@9Jt#JHJ*#!sNOnth2E{;aW%}~xs z49M6&4_&dwwbyelKl80EF5mBfLTVLUX=1UbWVVs2n zaY(p0F-kvREWew#PfN%|^`%g1VH=@TLQ0C)-?BcOInkvqIQUb$I0k*zMlta@T)xA4 zpF8i}ayYY&v+;Uez4dHujKhGTD9-(3-{Jw!cri*pghe-XvPGq$F#|dXP;DeklviSE8*a6SO%lTj>d`pqD%RwU!!=fo0qtIC1YY`3#kEeb8gEy z{Jh^nB>#-rWgm0C@iONL7U^2rb-l3!@jgrp2?9=pa4pVTW&g-<2C6<9@hkJx%Wuud z+tjlP*68lo5(Ne6N~CH(Zf*Ra=x3YxeBGcfqp5JOMCn*e6yuZnf#N5u*{NFR+bOYwE@}U@?>sx1xK@8pBpu(D3hkL zVb!W)0aUXuYl0?bL@dpCJFXPDixUE~n|l+Qeo?=oIb3IOp6BdOp|+xAQj8yb5Plyb z)C>0f72|wNe{Hdr4NHOK9|_^W zDb7_mk)>v3CH%ZjxJ&&b!6&P~55o~r95=NSSe#Eu%a!*(WwXtE^F@}cs>)?FQngvH zTyf?o>NC1-`L8r(;uXR$q@+OIq)68;A=LtsbAQg;gHShM%k0zQwF_ z%M%GY>abH1mj=>`3^D&i#X1a_c|7BfSgh;H-R)5Q1yy3yU#0;W`A)ueQ$c>Z(6{19 z@o1|4xy4PKJMKq~Y)+f&x3zvW@xifVwY&ZTz2WjcYIh6VG9m)oD~c;UpLv9BQn?}+ zm=+m9;Wb~>pwZ;{NK}Qi?M2vOKrU4*$rYe|#p?sX1V2j=(9Y+$K;GwsyUM@+j`~Iv zQG3Na&Xl@snHpBs%ipi~D1Ljq%OZ2GBF+3DA=CmQtRxOhcJ#+oM#3=5>o0rcMgy7w z@pq0(C*qNkW(U_DJGUm}wOE_Cb-#R8 z;Q;5>W~^6^-CQn_XTNNFq5ozMNqtsB=XE@rlQmuYYr2NEt)YFxCeX8rf>_`Z&&@(3 zm8>kea3eQJY{58x1?{mR^>1FYvXU9cjt|VT(9sTm!A!e2vfNT*2B)Y;H5SRZxOXPD zlrLY4QDCS1S_FKkndmuL)!u?@I(?k-_BsNjYz5lLEYId~o64bEbao2uNeK7U5~EzZ zx%HDJR22W${v+~#rB)61PNyW=ByD$P7;RxUgRc(%~`f2WHW{gGzIxwf=6Y}x$SB9nBTw`N+zC_yW4!c-$trch2` zxZ0tXk}H95G6pFOJI^&mX>nuhXPLA%AN7lU0M(3IGe%Y)#TlE*)l2QnILx28DgAw>a$JLzfV5em3ZV}OqTBYp7XY=;SwPYx- zG7|ID2Bq$lITx;|Kqtf~9GyE}C7A6^e(kA?=aImR-V$&4J0ChtJGjp-T`Iij?MlkI9=!eek`-xT^lYUw>a z+jysl>l)=Vek49>=+16 z#P|y9ms`I$=MGj~Z!Kx?Z2Hr5&2(hf+3}C*z``PZ;7UgSBW9j+x=_<|`MfNO^nQhZ zM(1(|apU6{sp%bsuSiTH$?I8`R{gC%8#9|#hMAf-zQnZ1_yy5}|95?EKj$Ip`J_vJ zdPAl3RNMTYf&Lkn8%I!A*%))*NG&C9UqXP-r_-NI7<&!kpbimzFS*WJ#-c`(232|L ze$rz(cFI_Xua?r4o*^abQ&BGJ*3=QU%g-yz3VKpuCh;2*82-i$%AawLuqV_GTJIlR z8%L@QpV62sv{k%uY2~4!K3Tz;F3~gMgU1}3u%|zvPzA|y*S(gVMVF~{`hsWE9V_2Y zzF71yv0mTZ?-1Wb`#|O2OH*L*Cz*sOL`OUHuo%o!{x=sOC%!W3BO}bWeHfl{kE<*E z*}xky4x&Eq=^^=k5z+YmXVcPgrcQ^^;HM<3xZXH70jvEUDG$Mw8Z(6vH_GL;U%D|nDs{P*Ntlz{l-gPNiQYdW~ZD~`FKHU>El<^ zqC{FkTwbhGo(5$2QJ%erQg*Sim+eM70F4NjcDClcySLZYEa&Y794k_3 zm&CVX-+qX_S#t%&ZAbb{G)Vk4Ow=$o{ZhemB1bKITQnSdP?2y%YwC2zUI5_{4Jb3j z@y}q}Ivq6D?#)UZ_Hj~AW0fvFXCGGQ5Gt=w%s^jLa(idczR79&=)mvH~^uhZd( zx=q{#h%j;--L`E-QVru8t}I8HcEjgWFip$gloPUvhn&41HT`xgtvsEK_))*c4Ei#0 z{CxJ|7X3=(Q@<;Kk-a_4P2kq)#l*>#ACpbdWCI4EQ_73ibaeHiJ#z$A#1htY7u@q` zU{=4G`|@W(5%H?( zu-66VY?EYrX5UTLFU*a7t5dscbFPaD{9H7rzZ7OFfFaEE1jb6KgjXZO_+17IugH=u z$9O4lypL0sjPx^` z#oeL~DS4<3qx99h>CRc(Y*dGGCIsz>C8yeCGIm%58GkD1;U`MIP?{e|53sIuvAOdn zdrrLOfxLqvnW>`aD`r{S%+G?HD9MwPwnF%8(|*%w1rrW10m+W;~o52>{eLJnh#F$K+79ao0_f;wou#b1fttyrq~J1?jlyH zaRB#r);OS3;aah=3p@CNowPBUK=BMc{WA{Gw zK18oSx?R1!YJTir2+jQvE_qH?G2d4VO8G6tlpL^q1V z&-Z@~d2;0yrmN?^Ce1rzV^EZs+?jt2rH>(S0u)g^b*-WdbAU|3nf>b)aP#JqQ##99 zQbrvgVQp}i!K(tAd(m0~fO2P5OX8dp^SHw(?ilJ#;g+en@?AiI+?S;Hhi9sP0U!yv zG}8D7qBYIBVcy_!&E)fof{s@(v!Bkr_(|OHUgr!p%@pbWX$#n5;{3{YC%b3H`$1Wo zrMsOFcm~LpAl8GU+r_Q`bTEvmbk7mF^IReSa&k6A=wl0QZceDrV=~O$;4zvy=%UuJ z@ZpLeoll+Al*?4c>9a%khN0(JIr zRaNS5@IpwUlxq<;)CF5A$>93*7q?X5e5_jMh1>V5>&K^eNxYAsD5MxwF)#Dxrl>Va zFyLm*W2UH{`FGfrUq(>7q^;Yx4qK+Y`w?Gm5n~pW;;sQIm{egX=>wxU5!#19YmMU! z*~M`2G9Si*m0IlyJ%WCq>mL20)ngOR+^_N$g@>42xO6iX*ZGtUFnUU0idqNyFts8r zA~2j8vR131&~0%!NR02n@Ru%!_;(w(VLATt+i?-FL^%eQU`o7$6mx#^3qJeng6C*t z@22NYT1yeLtV-*>=2>n?I8lLDGYJ9!jpK~jytZ7)W_Z5}3g$LmQSjZ~jvlM)XAjl( z|7>(c8;{AA+} zMp`JZ@~9cYJ+;tC)E80U#AJAz6>jIoYg+x7L~@A3R)d@Ff>8+p zog@7!el6#XoRN||Io5n(E{I7lQ^hbcZm}+G@-3itWl{36r(gWrUt1B-hD z2~BBIz!9*EcA9U{-SfQC6;0dR(8@MMBs|!vyGl+b0PbUomVjMyXx5QmTp5wy@*UZ~ z)wPP|Ej=z5Vdc}3KF_a*fEz+|0m7(?wyBI3{=rSK+DT+mfGdAQc00J}3+D^cMooql zcBH4|vle5RTIJB9y|COj>(;@7HHt*3NCauX5CK=>?d- z#|rmroD$r1le04{*TBu$O_iF;=QbzXMk+=`2DxYsgLFB`U3`PzbFF@a6t^DDDGD=y z3jDLOdc>jk`Z-DU+O>R%KW^7$ozA&r-bWXyu>12p7%=?zksThZ<{ia^c^fvJJgT*4lLaTK#~FJWm(h zuU7}293{$3iiow$F@8PxJAeYs={o9u47zfP;(~$fRh!jX*ASRWikXxtk-g|Z6-VWn7%HeLNg8d5qC9kpr zNs-29lI9+Aziyz#oM#z+EYC%bwo#qWheZl8w!wj#9K!q_S|xWT{uKP%#hk$^i#>sb zB87x;9pBv7-8s#VicC6++VZ(iI$yLtg8I!G7=~k(jY*?^RV@7ef)4_sUq>tnYhRw) zYvGhvAw)-IlO}vBAbZ#1OPHqaSc_(OIELgf+}a))XR;aMTEotl-tyIoMR=c6@9u6) z$PBtpv)LmpR)xiUO}pU2D5O4_m}_QaaY#3c4Eush{dl^;FT4MGQA;B$?})2edPJag z&A~J!z3AWCM6II4=Iae@&WG}#GrasR1gS+(3}lRmR6Du;OxGaWcyM<~NG-G7<`1%u zE*qB;Y#X_WuSF{3YG)>YxU#L}^xnk382*yughCleAxzO5q59l*DbvreRr2`P>X(P_ z%7(l6HUqh|GQl_fnr;;qTk-LJAh`=dzfw^uV{vtKO;2Gdy&PA9V0V0csrh&wK zQdj$mCzjFUn|f9_Gp9+k@sFo$R!jv3420~n4U78_5hyo6lM(j(2#O?7;XWoS>&H`m zIpjs{(RyNS0TrdY2RyszM8?`+cFW#y$uk8E+-n*_qCsXhV;k(cK-R9?7(YB9Jpip^ zrcjBG<=dq{g3=&?2Z>1wlLlXX9Ox(6l5qVq;lpnGUv7vylUQY&=unIouu_-~l+Xmo zlpuMO-=dE>y}pN83=W~X2O9*H`W(ieyy_s~ZUuXObFn^Gad`x&!Jve6_l)vhF~LH& zl|ylH%OA$&k53ne5_nDZ*2d?Aur=1}zj5a%m?y88yv6J3ipACN`-(l66XxxOW74pt zS_E{NX7zpP{cxq_b|)L&#ciRx^k8DQYlKnyOZ~@6YfgX2uLC7H9+pIeJ=uPC%bv-k z>DQ}U5T;M7VwV33iMNHzW@f>k<&FpG;{{3xy3?NpaIztaA0w{awG{T%WD6-*1!kVk z0ef>c3-bBb8n=$XHiPd$eD>`45C+E!(}e=p;@~bySNh9xX^4Q^d-!KJ;XIk=zhbgl zW~$6s%gFEgV>Q_6frxMLlex}u$muIh9+{O@kr(R;m49VhfD`E2;4(k}3V`|LIXha_ zv*azLFeA^eHxh-JUVL!`kaSyjfK;DD!h*+C%2ykIPyuxpI96Kbl@jO%1@)M9P1yL8 zQ$zN{{P&Vf|8~6{Ex&pF5`Bn(FF5hnu|%NhG@#_|Zk@DUj<5gaEc#&8;ecAvbHVYK z$S>ab$3Rt17_smEJ6l&qg04HRSfA6Em@Z!Q&4V;|a30+Jd~~l($)p=2`O4SN{d)su zeAB5Ld6VlRXS;0$8|!8f*!$*+6o!GCsd&CVw`#kVmS-4N_Nx0#gc&5YMN95gSFyMO zpD6W9L!Rqxh5L6Ac#GoJL5`UT?}+|N!eY$`k`w(Sz`KX)apsR`g2Sdr!pzoG$UPsV_rV~L0 z=ca@+AzvoYKZeiFM97~oJn5F5XpbPG!?YI>$c^wa8l{li>sDgp+)PZXcgZRyxh?j* zjrTnyd=P;RF<9|MeSleK`*o%*At13+F4R3Tn-Z0Oh&bsaA%4Q+6nb&w>H`@keBM;J zBfN|jyi*&i-TR2;A~9zoIYQ7XYmX1DrT}JCssSjip9`NR;aRv5!?AI=`1)gu*lWj) znfaktOyhqL&{9uU=s$*Dsw8WivdxtI2yJ~74^zouo|ZIz^s>U!&7LDq-HgH81n`u! zx*3ncK1(sJ|LOm(@a`HN%^?u@COSmlz0Is|*(Za~C`Skr#1&*Rb+6#55?R_kkUp-z z-2YX!a!;27)Gh|r*Rn8j^TG>fZKty6d2*GRK81@WV2mf=(;db^okU%>W;wwtFyHvi zOW*@L_+}A0&`OG_1EX7e_bT}f*S2|XCT@MR!_gP zq*Cm(eGf?%k7C^x!pnP}C#Am8yC$} z+fAh=HR8yP!BPLEutHVIlt9Ufiov?=7pa)PyoGJV9nR3b)C9M3{aEC21j= z7>~@X*?li%=E<#;tgK7f8Es4zZ8NIK*8d#(54_LM=yzyX(9_l0t}X&$-7qE1b?X#l zNx&b3FlF3wtSDI9kF=_ybqBJ9`>tQ{UW_2=FvQvAkM{+Q6=rM$I|x32E=kEwVt2UN zsup|z17j|>;<1g>VLxXn5b$LxoDy7Bg*(4T{rBwF|=&Sma8T;!y}ul}PP1Dt>| zv|WOzFmttAE>!s$_$5BYB8A!&x<%(2z2JTk+`2-4#3RI0n|r-7NRTSu{=V zx@t_CkmCiSVHm-Hco*};8w%QNbk)8mn@O`s_9h<53W!2y?9Q1K!YlG$k=S=n^o}nde#(X;&63=Uc=c|C#Y%?|BB}4B@Ly5B!*&!(a4!LX zC*M|bQIlsGOHU0zpHv6W^fagYBHK+sX0We*dQ;_LA2OSPjnIndAh}UAaJCRm;sFaS z*hFqkK)wn)BP*NKSSk6av2;>5$HNqI;Ww~SsoH#trjTG$HzQSl?gTJn!+7Impz4SZ zXKt_c@z4%)+4m(5)Q;>jw@2+*tHba1kQd6~#h;3Im8`nR0w|I3OMtIu9IP;R)qh4m z{0bp!y6)~lA4Kj81YQ2B$@isHQCg(d6_X!JZZ*@}FnpKiN2{SP$qm>TcCV2E;BB!` zzUy(*sZk*}oce==J+tP()TmCI1SL9gQi(WGA%5|_2M1buV*7Xf+NqZ>pgzMGF0d6l zQ**!|4Jvh2IMh0o?YDbpP8&ZwaQfR)G@IhXjzHjtSuo@Fjl1vRs4ANCE?olKKN8$V zIt-JDOai&PB@on{DX79s)9MKyFOiSv^Xm8_@D$S_iOkJq+a!igj zJ&0;W9^pKajz!bkI9%b%b$_ez&eyJezaM?pF83`~rV4I`P`tWq7-!_ICY_ypm4MOE zr?~r9`ANATe}L~vf}62Jm-i<%YFI((V8LG{=$;C$vvqLR?7JnF5J3JsK-z;)Z30d8 zfKWfb6UtaQotxAVM41>V#Cucs8f)F|V0!OE(kmZ*bdRe!;P8+hHr2JOT%|p*dffs zWQ6@_`0lUq^wV_3Fo*^Ir*QC6u8p#dFR@*9tKYJmTkH&)T|G zRG}EILAKx+OGXL^CHeLqC5=n;5^kkbXWYq}|LE&V7cpep~U3~uG+ za8IJt2s2d-OEbqMags`-B%eY|jrds!jB%S&yfJWo<@e;znExot#x@i9ohhY3jz;8tqHb4n zFM!RU1gX}?Gnp~vSSQ%;H7X_A#%$u6y0t|hU`XtJ2!SVN`uaQ;w>)bygdr)d?05rN zJxSZSHe@fKWy`Dko9qFBNB2$I7s+q$HL+LUHG%@6~HunCpA{`Oo!d|vOvwpZ1J8+$>>%cpMLf?nl z9?#YSnDzmHdIZb}rP{0`&KBX7ymF`rbrhvtva@yZ^zTI~ZPyJL9_AVGQN2D}gw|@* z5CjxXaRlL4yc9rR&=hZ~X(ie(|InV&1ccXovKnA%=chUixO}iblKq=ABCq4o&Dm?c)@4;5 z*ZeKh7a@@?S`>8*h=Gmp@gexftSpzkPiomdzhHx*Bf36BHGCpe3LY5znISbCasn3< zhEw69v!aCTl>L;}gc;lb1`Zrv{mHLb)D{Z2`7y9s>N?_)C(7H3QcMkp#8gt$?#fE^ z!ps>+M;g!eh{NqjiZ+ODVcUzCA4RjYmRyGXw~IP#1*S`HWJEuyA|cy7KZ7x_&~UYJwmXFRsywEf$Bppa@a2-YThL@M2ddM zvciA^Ac}j6D=m5Kn|Kz}Zl?_LaPb!hXl zy173uq$X_Y{icA=}Q*%=&3n+B{wWM0Z|j z^El*(MhYRGNAR|I%s5Z8AR57gX&^Abx-4xJEAgyeK9(bScR&KW#nwrCDflxib5h{7 zZqg?|s#rBoGKrG5JK^?ZdiWr75!2!Iuvi-E;cLI_J0P-)ASitd;?LmAh65@r@$&nH z=vMcaKsN`!x0-3Hyr%Tv7^jga;`+}nR0jHM?u6A%YJ_2sxV5)x6G6yl)1LQ_g5eDKToVrga-gU4jC#O&^!a zu`OVK)kMb%$ni_1Sv(+sggKbxyxoOH*Lgx}3R5uRbK!-O|D;!+_HOUpSKj!Uhg4Ie zb;>DgGdY2T7^{VZJ+6IQ)A6AGgLe$cy^A=bIeNZ;B6P=f;ITFwJl)M77kdMYiH?Kj`UE+)Cj! z+&pJ+du-EJvozqoiW0@VN!wq0d|{XGr6RG9K)nR`xmlN-B;_xW7=LB|M%yupAnKc?6I-1ckVVM1T$2_{Ib3(_dACS_hGoPJXoy8K&FqP_{4!+EB~>-- z+Jv;hPhC`iZs$pe$&^SMk6s_!){_rq0vIDyllpmrtW zB_O{)C&}LECRM~{R&zN{g=e$rN%inaT=5La)I*ZA1{NQJ+%9Ri`CGx+^{3+wfX=Srt-@se2>t2&qzVgtiU2S=q$q%{9^AS5;j_l6ULTvcbKN zlS(v5>?*ngAI{CDFCSu-&~=yG&?2K*p_7&xHMpg zM=L)8RF;v(+?r{x)1f~QwyX$p0IsN_<4|9~j?9|ntrnhh>EmnPstMWF`S)THNugj^ z0WhP)<8GadC+mf_6~8x0Z{<(O|4A0Zk#=Y_c?hY!As8veeF%~;*daujS@vn^ujLSC zC6~ia^eMY>M}0f$C?-|ap;nMDoNqsHf9re}%JZT%j_f_=3N!w%qb}lYWJv$&C=g((A;zWy$bp9tRE8fDAsZgI< z)e~V2F?#&pqDi&L$cIBSlSy7`084M-AI*30-O#`T#q{;32)|%uDHmQ0AqE}nt4YGM z$#Y-kMHxRW<^lz@ED&n*j23frmkH}XrMo4ASIJ<3kGJnV<|wx`qknYI?HKCwV?Qdq zD6x2+s6}RY_xsmY^Xf#eWy;zvhIg=d5al0*IgS1~z*j~SQvGUJ%j3KHnGe#L7&#A> zBg(FGN8txnbC?%Zz=DRsO#pugSsiJ`$a8bc)-c?7ai;$!op3-k{)SvUi{A{U;4-2r z$A3{bKg0N@Fhv=}k)lspd4@?NwdqPvnf$@QZl-7k0xgmGx=7NWha0XZd$2da{?93c zDuAVzw83{Ho8lT{$5Eh$*(Wri;!HZ^$q0PmZ=Arp>{4_Gh&9BqwlvcVFQz(?RQT>W zq(oMc_v>1vZ*msLDo7t?Mj*}$BV_r&yf7IW`_>&*1^ZV*uUg|Ye1sCNX5)XYJDgb- zd3Ez@d6T|bS&8@Y;7k2Lu=!wz{JOwWQ)S}CI|M?nba=F2Q+$de7fg{(X=ecZAWB(^ zhS)lNZpT^Fs`MAGV0rklD)^D47d*qO@KcF~{n!2h)srBeG-3wS_lzr14)!FF)SDR_ zE8+@eLTm6_AN_LW@CrSA7axGdx?3=ay$0#y?IccL!0MTd&BL~AcUY7&QvYLR6)VmG zKP;saJsvorGCJG%QZT668Yyn^$T4^GQXwN=T5^;n>LyqqPan2s>%W@{aGg&En3GiP z2yK%#TJtCZF>-;O7KwwX0uYXXGaL}0X?Szw|0^hs`FejreKLdw#(?Nm3z2=f%#cc6QoL*rF&Yq|keVIw^0Y*d&2_H!=8uo<+1Wul-b2#S_c@Vm~t=X=oWL_f;_HNTLy_?r6izV_s; zGvd?OqFYAMLLYT^i4lWRKpgzqpEiL5nN`BSIi~odD^NC{)({ zVULkIP*f^yVHZ@WQgOqT?+LjZ=yJvr5E>#E3;&(Ir~(gF@bJ3XaSCH{ zIJ?SSxaS(_JWZmhqNtJBTf@#M2)<`)2tAb^GA3(I(Vrf73nsKUCam)bDmYG=$5$;bt|(C zTM&ODBtln<{+++T{>qfDwir;`h`JP>xpen@vidESpWbXS=ZA(ZZuAk7&wsz}bpr^a zDthidzI$z-!rA(G1!#BN;3Hk|lMl5MYG*l5%7yeQK=Si}T;)I@ zfo&%n$zMf`7?HOvr3@+m=PGIf*&rJ};fPOsllhdj0{RU8V+9ckb=&?U;Jh{`(CI!6G+L+$R^i+ z0DQ{=y+`qy+_cPGGZ4;ZGm)V+kNh0-P!lS*!&AU7PVu#JUi=rWk%EY^Ho+3w1PGV* z2A#(o-_xzzW#{vQ=nl4n4-Y)I76fOU&DPsi^s+2M?y2HfrJ&g0=OLY{J=i}Z9FL4r z0tJpVV%DO-+~AakHL*H-f1hOB;WYG6vrq&f*HDG^kOWtI#bq{U(6LOhCBWxiXu>klX`D2t z*75z~E1%!6fX(Kvr^_`bP`{z<0Ok3GKVRKapN16A8*ApfJM3-zedQkuf|$8wNu=rRJ%^dr z$mqtpB-D3Mm77cZtX=yf8lL=J`!7iTBSIA-)wrib@pOyP$F91j02{Zgg~!;bq?yNv z-9#WCcQWK8xG^;G)U_+W&PnV%xE(`g&Z$~Mox|0g?QE(HinpWWPr+U)ll2ZQZDT2K zBq&+gU4k7XwPta1-8g+ce!hW9hM;8#t0(7125MXnE%MYH}Tj-rB$Z4%R!k z+IWfKTvo9G)V;KxrNE8*-b$CBqH3`rL#BAFFv+8lvYLLt9ZE1Ax}(*nOMqdyNV(w?RD4ow*SE`>bM5C7 zHrcc)^MBiu&X;oJTbMS7vy?irt4VYUR#ZsC)NZAll}Bo73Le~+vWje9@|gyv?Rn*L z=c|O2uiB&JePE?zKG)@Jp9#6SZq@lF`$}w&qXbA_JC08FCXDPnDJzkF5~Zaz_Mfl0 z2v~>Qx;MOodV|N~#O}6iArwZ`sFa0w-I|_+yc$N7$teoQg~6AWrQO$|7K`wx-R$bV z-i0q2+)8kmq*CXfE4-)dT%Bz4=6$BPmrRVg zD7TPq0X;>tL(2%kAO=ko_jS>o71ot#B2VMBzpc}wA~t*sKes!I=10ESSY{^*>c+w( zDL5sYt~kAVvHhZ}DeHxV!YY?9$0DPqOwg3Pfil-kLXrpf?<+T5=DG{XlUJsE5*zyl zt5o^pGM54pVUv}XFA=uN?3DkS3L(>^I$J{LzBAF4uEZRb6TrxBbSX?N4x|AFXo=*( zbbQD1&b|lHwIg2Jh7X>D6ARh7@M?4+FNjWed+b2udj94ni#7h_5GkE>8f zgSS9K%Mi3rnB5_iI5ngaF6mXd#fzT32@dEajvF!*$4ar>dY}lcoDR!5n3s}Lprk~z zhC{q6TDH48#?58vQwODc*;)Xz?BUu>@}Y<)*E9puE!x*DU)mJ?2zKK`H9&{I${9n% zQ|VXC*yT_?WEHy#O_fD@2`pRh9Ich+P^e1-H_`IS;eG{ehQFbGN-8`uUm^Mpf3C^h zA`&dFjv$m7Kns9adgf*R2;@qw7mQ>MskFv1vvVP%$E|`s+{-xxeZ^soseH z!wG3pG+`M?IotRcbGhM$PArY(U~(xcez1cJmfS(>_`b~eRY+-if@KBG)Wqv|LF$mI z^8%10+MA2z<;!?_<_b?Dso=;CwcDj*?4ifAoVVRN#Tyuzin+(3@vLY<(?j_Dew5Wf zPd37?&DhBY9)un)c;@fTdJ+|k!b_GVjCiG#5!@b@~<*cfDO-=co0N*uZgz6ZC@`StYwtB^~)mopsp!PxMW?6P$jW7j! zuLXQ0?3T+km7#l)-Ct5pe~9angGVRXk9=BJS0Hm?i)?lk^N4M~_!u1J#43%HTroF2 ztPOWk5?ddQi}xc?A@xga081pY`rVNj%DRA<%}pd3J9d5t?$*#bh8D*-U_n5!FoD>Z z!Gwg;nFc1&!V#3&pD=~ghqofd6Y30ZF$p1^M5rJsb}7>YY%5HI4e@zwjN(l3%i<<@_EGQJ0!Hw^>=Ta{J$qBqB z`*iPkpk}P%NpIFMku;jU$RW6RP*_;mnhJ1x8BJmLNziAh0)VMYi*ogCP3-e&Qq{nFDpO z+}Dgz2JwvtN(bDJ4-Z~A#jn5jT)wdy`Lt%G{j>9O$Kh&~!?arwm&m6}pP+ujg|r%p zfhO#tp| z^BqG;0*tiQ8QdT6Xi#Kh4fwKfR4(m{;kSpWksM(P<@-NG-XalQ--I1OekXW0usqO6*FWsf#1+3$BlalKcsk+r9wOlvF=yM6)P$tc&u)yJHQ<|gUr^@X zXbCAy&qWq*#?ME+{L;i(#BieUT7e$u7()Ioyv-XZZuw^1xM@LaXV@Q)`8`FKmd!TZ@YLU%7fc+aeKb10-n5hbOJc`@Mu;aL zNxlLbdEVL1iSdQD@)Exi=*T1D(K$%=3RA05Iln`Mk~F#ZtTmP>IkQv67YMC_m2fR> zMsPzn3^?58GdjKy@&q(VD65F;Qlhf!N`(AChy>2JcRmK)>&WbaCvK41vJ)+-McT z=cm}mu0xePWrGVP**(A6*~s<~A7A~qHSFSBpSe@#*4)j7j+2~5R(eOugpB1{fQLom z_yvGS3kk6zB-MKRKh>M*-P3<>Wjm?qZr)@TClJS%=#Qb=-jFOfdnnA`u&WH~)crNt zB~SIT;|pKfmt&{l3o_av#ak`Dp-d$C^{?`6Vivj5l00CC)wiA!K@ zH6;w>?`wd9iSHA8t~CGHUcA(74k|}v81PgtEquzV?0n}dY*q!&8TonZJdYT)XM6?R z!561ccdkN~rtpp@?J3kmQ#XMbjI`}?yZ9MyfhPQmJE=`>8W^)KBARrK{ zYF{$bBcB=loF42gc5Ey>>JN3jbP&7;vH-Uy!%UFdu%qd%5pl0Y|&uer$g zC6)`~7XdpAEBZwkANhR8-{wJ;JCW+i*ey|_o&cyl-eEv)?h)=z{i>gBKEbrR6f zx3*wq!y(NU=^zaoh>Uy$11X*ZMuU6Ehwo~Y{=eehIx5O9`Wqck1OWkop+h={Mky&t zK|pHgZiDVd`O+XMNF&|dFw!XAdCqzE z-e>R6{_K7HtT&EXSwK-ybLi~lSG5c##R;JMUuC4o19YVlfgF5_OZ~|uYa{)~=CMHN zA3$+gqSIyo{{mG zkYSRTg+b{A=9EdQhNi70t8y779_G+n%^yWKsYmf^@|l~;QM%thB;DG{S7#WP3;0>` z?=s|@NFc*`zv7457SA^D2^S@7mxL3V^2&8Q2U^kw9p5%L=yHzpg-VR`z^OV>$iK(l4!QN)rof~j$CZsZ}3iNJcP{mO_;%EBBIxQ4vk8mRIRlR?# zYO_he{8Rfs$vSx8-HTU~)tC^%SQ5@TR3ns>6E=uNLM9u$Y8}*4ncsl!5yq!yW%{t> zC%_V+3fkRo_KXqxi_Ryw+o0CuO5$>_fezI+VfS4#Cz#9atu5e-~*6H*uzwL z*f+2bp`wvn+~jCx>rxZEyli$PG3?3MbLY(YzqlrFes7G|u4OYhZ8=UVRQh zsdFTapODvCyhQmuuVYX;?sjQFtPk4PWcr2zO|0LS=Vz> zy&P4yp%~Yfc9tjTY5M}y*m)J`-D1^~_E;v&?~@Joc0n`)f|~9Fc%W6Ub#^(s8@QG8 zc^TRxDxd`c+;Yhq);R#J2X&sMN&qXq;2a^`F$9qzH|GSHQ!zyVpi?&_laH4)i}LigyaGtgYcw`mOqOCw#t_T z^maf(b-#f;#R5$`pBJmA$}DzxzBI&{p(4xx7 z7f8&V`Q(PXQ_}-diNcSRO=zpzTl}e589{v=lT0zRR%mEURLt)Rq37q_$l_ajdgi|r z&&Xz61Ta!i{lVv0#>+3>?Tz+`;eXWdGR)m(V+LwdPBwQvZX6XygUy8W6Zd)e1 ziHDwVqXnR-iYDlPKOB$MRDmi!fKYqwJ2(|G_UD;kX#WRL&KQ4S8~0Z{P!Gz%9jx-Pyxr9i;2Wk!FX)NVcv&(e2_RG`!^G@>TNwl)w z^I3{UX{$^iC8QCx0eMup1F*h}E!I?*#^`B{52}C&?NVOvUp^_$4P=P?I!C!(g$D*~>d;u@UJLFupw*#F7lb4lE0yLcd4^~W-+^h&FR;75y1e`~us^<5 zQN!+S;|hQbXKVPs{xw+z$Hw14IX!N(r`kWR)ddWqPLMOzpZVYrKnMT005>DOqx4-) z-m$UA7W~bJ`@jhk-|PmsQ^9SM0-z&0YPW?I=#h2RN3@TxIL=2CoW`jFbx|1pTR$&+ z`75KbEu<768t2=fIWsIM7lws@9Ho8A(R1;$Ttp*fVqskrgs)eZ$2OntKo~=Arx6+= zy{tzTisBdut;|R_X@aUl#W=uOk1jZz^iFmeGDS5)Qp>~`PGrQc8>W;)81W2U3fS|3 zBcMO9qMl0TEm8HVrG-|IxdAYKat70OtkFfB<0Ox&bHkT`G@i<|F>kap6jy{$5*KIAkp z>RGziDC7xD1S%fny+|hnmDm%24Hgh=9vuR>v5R(}rE5T+3146tdw#%FG(xq zhz*6G48=}tJ!J$Ve8>bNzz}EhILX$EdtX!G%gsWGAg4!y9R)HApgs{rP-&;hyZ;iD z_I>^D-skPHs_$cK3O|`;02LL21-s}kxcO;(Rf7S1aBo2p80a$NLSWk?Iav#iG#=XU z5wF;8uIkRR)th*QCRwQ|mQr94_EMYf1T@iK(oNL=v2mLXlg-uJimb(~3~05MejyWN ze!k6%dKY-~Wn_RAc7y-w6X?gjqXaq;!oHmab)6-CN@D3#iF z>d;sxyfEhjYM>@Nj2hFw4!^5~aDHNC!+rJ{6;Of#tut^+k7<&&W?&G2nuh~HZF?Ns z!)+IlbQNncn!a`th*&O9KD&)$QaUORC-E^9_yp#P)qw7b!ej@X{*$}ko92No4k%3j zP#w^Q!T*~=mZp}Vwdqe^s_ilqS&F|80tkDrRMLa$&+_al_BSV+yQ)db&*Q*Tg4SX!fN{ag!% z`rdx?kxyVS@`4j0ISBBEBZ+%U!)eciN!-F%pEIIR2P!306zeC$T{E{Rp+YwS5{&l+ zDY>*daeFX-WEQR}vQ8h8?QtD)uC*;k`tUL7uHY$xBMc#vvY^=F|)n`PsufEby_RDxnm3&}h z$E`2d5uYM+7y;}C;6)zZkBh^q;p>~A8ws`27qF;2&%m7NI*V>$g~jGfg&Fe(FROFF zRk=DM?zJ6v!Ws@FI4WjFo^zH|Z(5$rbcXqm*m+I`12!fQNenAmOQ=oLsN>;3boGO; z8LM}wH0*yReRG}jtPHgWWgG6ox(DvijiUej0)miUQI@4&*F>bG;kj&PR|%PRe5k6z zWD)wZT3K?Jo)4TR?XvfCZ;{S5JLy_L6=5iU4wF*Sylu7ihZ21&0>m8q5eQP#nemF7 z$G`GIXj)4Kz+FNCQdp|V?Sf>UzY40GCjrFBf3S5L{?ERX6B930-`yiS_04Oi? z#teDag`+2Ydmk8cdit`S#G}B!M1fP?`l}Y)+1OII>>G}aoId_478^ySUn4S*z;1N_ zY3nAXuhFrAlK>xyf!*h1SH6?2uc8you zwgH!jPP$y6tkPfW z1GWi7_XxT0oCQ#vX`@I_fHXwC;`s9HPq~Qw7AD6k<@s<1l~T&Wh(T#9G5y5zb8fX( zpX*<<{zJfFf>i&f!0`Ya^64{?VRSqGw-&r$0%{*nX2USdH$y>tkr3;tLu_rD-!pCW z1o{>&iK&E-y)38F<>Wlp?{pbRayxi%a@3z?lAQM7rf)uuI?2&tBJ3`36 z(Gu2Wi(|~Y3Xu%K6``m7T#Wj*O)gnogKBy^!X@Zc_HijhcV*RyAJI*bGKEP$#t>>M zycqO3Gq-$mX#9&CQLnzMPOCMbtW`?I}IykpUzaW^bUk)R@p< zr>L}>xGJ~T?z}zGdFk(P?RlBW7gu-PeqOtqy8E>CWSDn%e!**h?Xy)Ee zYBMe6+^;ql*3zUwFY$E>NDB79Y9X1zVck_Vrr*EWra_O1wDdHCh4RU`U$>)UGKiLk%(S~qK$ zpe{fzSMVtSx8)c-MLQ2X(!R0(5>hcs(Ms7wXZ`F`tszTf=2m0+sJbsQuDnC~v|H+- zt+c>|cVXW42Ob>3Y)6&L9(zOz?;CbMN*T&KS&{Z|*HcfB(>$S{_*Cq`2mP3?h*}u4 z&M0rDJ8V%Kdf&hP7r5V1B4cvEEThpDvSFLqi$R?KO2tQLvWmA{J>hKkw|L{{4r4wD zgf&v3q_kBkZo9c1iTUQ;+JTN6PVwu4VP`aA0^0?S8E-O$()WY1RYFSGc;d4)o#Xm< zz^SextimjQ+b1x@@m9-R{8l%@5T&ya(711yl}P%b37W>|r;`I@ec~_6EuQ;$?1wWM zny#oQYMeghw5@NjxgZF@2M1lXZ|`SIoWCyV&5_5hLu~|*2>^gdR-f&nyD}MId?LVM z)bM1e#Pa+wiF}&23!8Y16`@Qu!$o~;9 zn%Gr}E#^pUL9(ed{XTK~8C5$+^{d|=?#&zuc5`&Fu{@G$-Bx2yavmTnQI?y@P~3IK zyg**X*kAsZU*>MbxM!Q9?u2#G9R;toRAkmYSey08?8rJ)xMF*Q=d!oE`}$29SXN@- zCQAlI_I?R#3vs%ecqv3Bdwlv8hc4-4l(c0lJ1>5&zsQ59O=9uH!D;g2*_0 z)_d;R*5#h=&++#SCfK}rdYI7rPRa-hwJUlr+GJ&jAwXhUgnYTNKeqtD7)VyA0#1P7 zptT4K-bsX(0`!ApS4ZugU&z$a!WFw`$d#zN>9}{bZ%Zrq6o#_cvFixC(m$%S5&EPp z!dUHQ+6&HLcAH@17#mp@n{2u{Ri?!VC`7TLPeyI~#wW(bk9m03WDGcXWVU-+`TRP+GK5%bpU_!>_=nzG z*?Z6=+xyz3)}Z8|Ekw_*^ld5NBej#1TxTDN+pzN7ZbI)E_L%p^w=XRl6r~&-(5-2crRz4RP;D^b@Bd4fv?KCb zvGJ%sb`;_AJMoA2^qY>4xDXA8qhJ<72_)i-u`NWh3kXPIox*Ik=F9x}C)2-yu(^^c z{RPaIQRafV`E4M%t9O2EST7m-pI;R9iOwTWDq0PlxHY}WiSG(jU;moha9_SSm`0zs zRc$014zpJb$AoC%s0PQFtB8&9pw#2@c6*3pQ*rHK5}+-^&CjFAVw0_96Gm(7WM??E z8m`{j7knpJ&(o;5OS{Z2*zB9{-H5IDvZOQJM8&5DGX(9+lyY)Pj|?nJ7rfRfJ+s%E zFOjBZvO16Fy&(l_y>q{hHDXk)jjN-om}?h~x!-lD=X8l0jmcLn1X=tc< zs$~mNE7}3sSs)*ZsDa>ey_&K~e`cm%d1k5`w&}zx!$t`Ow?!hApHIBP&Qo5Y=VZIA z>&Ja%c1f&B$F^6yuI5QuSHSoHQk?Ii--Tm+^_3rY+AhGvhJxHO^`Y&`W3VapnNP|G z{ugmq%igffZ8UxU@U4aCTHHk$K8s4Fp0K;4=i0=nUtG&}S;r~u)CO4G{Q8PA`HW9< z?ZnW+m+H&aOAqAc7>V#j`%|5c#l)S~j|y(i5G7)K6SY{7faX+gvFvZ~U&ca8xmx-I zlUG}0vMA{No=jX8G7P&W7q}fenEmruR`zt}?tf^k8msC>9Q~5GYT9}zmiT$?qvCS- znDoN#R1&&pJ8HvEJE+;0?_MAwke;Ff8e%*0Rr?IZ!d#8>j>S`lOXu{zG(SVI=wS=J zN3HwDY;)336&ea<oFHIBHtdlYCTcYF zY2DT84+cgM?OpI**gG@NHFei0Zz*Ev!|1Bcn1$1giauH@m2U79jQOB#HATa5zlLDx zD7Fpv)S%!S_Be~JvbI4>vs(EuZHh$OKFF9=&voYOrL;2}A+4=feZKfC+A1%mDv`pG z0E{&0HOVd!$K|N-$bc5%#4m;d6K-h+&3u-b96E4O?LjDy1jPgzwIcJ#_BDR|TvzUy zCLs=G-{dJ7zESnpG`JE&nsLzn=o8lQL4rRv0?6MukXp4**tGDqWfI0GznBI+lJ(YQ zw1`Uq!w(b&0T1!1`&(#s0=xPLXtxge1bgdy0x(aLY)Ur3&8rl-PHcEL#@^rm)9Xs) zqa~9%6|>+=ABOL;`n~a`m66i0{LX@=vOfVU+zGtpS7=Jvub=n4-i6=3hm zWu9yH9kTbm;4*y!Nzg8=bMZjLu2o5|H~d-1!-1gF-j%Z?%)zm?7Z+Y>|8`LXRehO+ zQwWlACcT4A5i5x6k%GO48`X4)tn4qUT{pWMf z-uuFDD#>M%^dxVkUt1%yckb3UdlX|!82LX#ig^_Aj;rQk#ux4D#y!VpokCZ;Bynw4 zcE;B7dZDq|9wKOAggC>LQY1Ekp@!|oskX?TJf9p_)cWp}sGY}Vu)<{aA~cG{ymY_y zB=c$pM}I*9p@xv&%YuZlAwJbG~^TiF0c5n7N=t z`Zv>daLsU-{Ln^nnqe$O3^enAS)0)=Du1pZ{CP{8RQ#&CF<6RRWCJB_tv{i@SR2AK1h8G z1!h%QrC{;BZJ&W}_LewSnVomBD#w`OvqIS5i{O|wI7UDoFll52TOtV-amNKL*X*X6-D8 zC4b(Gq#uE-sc#2C9=Z*njQgeP3&r|d3pPXuNFw7uy(OH&cecV zmC(y#NF@Q-i>sXWRu6mg;(}FxujXpl7f;$2;)xL-`Dbp;eh*3-glI=xA4>S`E|ZMZ z0BNXj+e7GZ6=Jh!*hVJc6y0DITG^#i3Gx~E)~WWsxTBsK&u^GhfPV~Md_a4yg=Rtx z-Z;u^oooKO+>&=*EK&oy=FBFRD>hGh>A231xEMdR_Kx76N1prpUy+ilUd~4|NSxVj zUh8LGMH4J5?u{q`(&VhV*7F1TEW&|o+rz0TpeF;0RYE(B&*_xnGRhtZUJv{rB zr0Re-;Jy2(ZPYsL<+QGtm;y%yH(#$`);l{XEhq7p`OVK?)R~??dN1sF;7V3H4H!Dv zQNynhf1^jm9!X68pkPWAK6r3_7+Wa0g$6f%D4dhis_eSINCQ7uyT{(PX3_U&mlJJW zIv1nXkmtJ{nAm`V5|-oPm}EV#Hu39pp>MRDE^8g+!g@wtICUpysRx8*l}&f9;G(BD z`|>yIKY>YO?eRo}qcJ)#|~tKJ(EP_z%z zY^*Q*EnQaJSv2^ZE;JkhvAItV%i8Vi&^TY}k~I6RspG%w!&pwi>7q(C#g9??H3<)C z?DyEyNQ>*Es5e)^Db2_+$p&Wj<7V!}Wn2E-E3D>qU6_WQ$Z&AYlbay~Y3AA2Fno^2 ztFX9Ew){v?c2f)lyHQpNX=+kA=6hlMru=dgS=!#vGVEqiW4e0MwP9kRk6~jg;qxn> zw0+!k!BD=8=dS z#Krt9!YdEXIUP=F-4i_2@#|^i*}(-R>Fjd9-*DX!GU0H$gfrmA~M^rjt`LdBn@K8Kv0qJ6c8Y$(6FYvg7$rUYoKe9lE8?FzmA)RDU@l??Uz=5$H%m#d&a}k{`Uvo^IGP^C!@p}x#D@1 zie){jD!hpEPNL@M;@`ptpgf>XI@dBvA!9=*nt=Xn*h7parmr2Tx}p$N@+;gy_=#ZR zJ;{Uc|61EZFs!C$i?`MCwp4?kPbWrJg_osMzABkjecH~l>leHQ1U$jU7DO?9079_+ zt9f?uk#G7a=f|RIVlF=uyxg_6e(Bo=Xlw3A8QcqUm_uZ0?Uu zKh+-7EcwOOAMTa6QjUq1h`%tC(J$c_`~0A6eqPrp^sLT0x(#t%O|Xh{eU_RoF?zhv zc8#w|^LTcfRJi)YbG?7lSmZbys0Ql-8lc#Cdt}4R3sgL<$b%-i4~fO@Zf=91epB zxY7%;z`C@MjidZx49}!LV=s_ME6tlzwKQyrdHpm|&=}-7Jj$+Jz3BD#Kqb!j)ftZ_ zo7cjv!P2PPQpo6$U|H)()k8fc$C897qKczy3GIa|a12A3wth2dE~|)LVqe&_d*!i6 zXzaL!VD$fChns2L{3xP-GNaw)nM7b#(YRlXDEj7C2>Pkb>o2(d@#t7fO;XoLsVy0e zRXBZ`rmZ0Bk|!@H;fM{`l9EaUwz?()6a)BFeJNycrjeLgu4IeS*@=~_xrXo38xg5f z4P(nsXs@?{r!qwOQG3*wu=C}zAyDi34 zWV4f=y`g@S#6BKMDz{{Tk>2C-kaUEP1(bNzqQxd*XsWZ19*Lxn5aTgFVj{}gq&(=@N4X@H}l+F*33zr*rR^ig2_QRKR zr=s_7=6!zmCS4!zuG%mCotlA3qw$)4uBKXG0W;W05ZPb45M7_I_&6Mxq4;)2wNp zVb#0yw3{LStJtAcqK`d&{zv1BnOA$cX5?FtE0o2_q35B(N~O_-VAdg9+%~Hz%bxn&*@&wF`VMl5Um0r zgZ@QmiN3$KleVux@Rhiprm@ihFJ1SYqN=G&RezT)T8Z>CRm9ae?H)80c_VfnmcHvA z;eWt-^aFr45M{Jj?Zu)#oep380=cy`k8P12LS!hsp`zOo-(_oQ@b>+#Waga4c3 zU6}L|?4^76EOl+)!?R(Wa->#qvq$$ zgQH;xzm2x;oPxP(P%nF)a-f^2D~&~W`IX;x*Qt8F7_m`zE${#7ll6T%zXN=!i9ewP zF`x+o*kKCVPAk6>B3;R1g;>Pj+@6>WQKpS08D!T*g%5W--h2Wm+oGb3lqLeiPo<9m zrXyikX|Ubh;V0*qv|g~TTfNOw^__>yY4+T9sjW&2ICj@H5*LeM_$XhG$`&}4C1R|o z$L+W7{e$*}%s6mOrof8@U{r{2ygCBVc5)B{-sN9}rb}G?>K5C6SG3O-yJc_$5W@@7O%O;V-9*s6(-Sw6ZK~SxclZMnN2OqM zvlgW6Wz_Z_cP(6eZU1t^R4Vd#>;?CA#lm+2@SOlD89mo0RCq6FgW}Lvh?(@{*58Qv z>@+3rU=}I|kFIp;ex;NV_P+eukILNuME?$bS+hnHcXsZp1#eyq?7G)YwkGk)!v%+f z$=JqeClBc5u2h1J_xr*$RvKtLpKm`ziKe7D(2L0KZJTJNPY#V5am4d>WM>_A7t=YjLo*mMAnQ@-?JV$xH8 zts+*NDmn&FD})vpt%KTA2n0$uQLQNVYQ;t%j+S-lb0vLvu%2=-C}T?@lm>#IDU__| zQqvks^bqLwI^TncTg$JufY*dM}lTTEEg-m zqiJFS3d(h0stHx_Z^N|LDJSo`|9~j!@*gB*E%Ca(K>$iD6jKh;p%R|SQmR!k3YjVM$2h82I*xUkL3xU^${^zIqF=B%A`nV1BgNTt6 z66D1Yf(6uUgNNnNwEf=Ux;Spb_^u3Z;P|UCoW4q8UJmi`(V{es`qJSy~!3Azn)1)U{Aa1U0 zb!3}$M#&PS5HB{#_cyso&r^USai@DRDb(@Zd!20u_Cn^zl= z7S7MJF~FYJ4zrV31*eM%fJ$A|-_&S_C!~V`fS%AG1dbrn)uXugPX-}Vm|A*;+6@iy z|AYgQMH)*|EPK1=z}`orS|g(_o!cgRsGpKh)FspvUI7$9qo`0N$>2s)2foXHc(dBwkV{t=+ZCzepqne|_xe7|1$1!5*(KZmkf=#S#E~4+#C`tiA8HKC3+TC(_uBy4t) z^M}dR_4OyED?g5@lnUVY75IJt%8clT!{cBHeRyBLjV^qObJmboq4Iby8b zu*JxGS8%d#Lj6$w3p-D!mI;-8$nfg!2gk$R4?pBh@Jh1YS}6lY*zNTJ#p1ucI8hAg z+Y9&;|CZ(ppNw8|q$tO9AoB0!RG!rCs7#sk`F8T6k2`{B*z&_1K zv>SChwI?Xf8|tdW{l6Le|MD?sU~U31{_D!#dIrHYheD#)ux8NbqO<~%*48m~FkB~Z z-|oM!L4?OpUHwqk|LKAM{p$buy}|UmP{&C%IE$VuCKh;Sd_4Pu9zvI?fB3_2_E?M? zxis!%sU29(^ysi6=*&+SoptyJd*J~3UFGy}rsc3i9}xl`kC$0j0(kYk(vn)Z6ayBg=+OI#0FWRj0dZ)a4PL2n>GE%WR)d!Qc)#;;R2|L~Osvu=jp!9ksaAQWu?midL56 z{WD>>RIj2qMU)PDe-D`bD7ws0iU@RQr{QukP;$U|;0L>cz($0pz`G*SptzQkZAU}p zT#P%KBgmaT3vO8A?$9gyV~D8Z+IRdPg1F?*%YzP;zHrxKcXCJB>W_#&eq`bRoias3 zZ*S75TK5}5#NJ_iM~b19)*A-pAj%9*ssRuCqC6t3)+AtcAiZ8(i>tWCoo?cV*jZT1 z$b4_88+#4*AU7J~7rUD9P8hd+fQ18;%s3#x0<7h^O6mG!U_eI%`fh>astlcqpR&c) zJRRckY>$Ec7f8>|#w1tdkg;Z;u{|+q>S|r{5uG0_OaQ#{B!i-F?2jgbadlXpwuIwb39U*#QUJt0~3q5DV6GiT2gG2xL!7`UOqX&k#3DZK)NeN6$;q6)j;F zh)y&#jgl`r<$*jJ1!e)l}>!*Vm>)mz<2ObMsE{)0ZipK^R(pa;uT}9gaIf7Jp zU5GBz`&nXO;Ci4?<|u_S)+TT%I>$kSg(L@2ln3b5?Z~=%YIf z@S+heRXfu9(fqd8-kYj#h4heh6iE9yx{P0L8&8#dWP4EdswgEEpB~hy8tP;P|bdvx&F1;|5(u z>3@$`>OqGkKI$3Gu2Y4Ley<{;XhIs+&nC8#xF!^h{OcP1UhebD%kV{zo7s5!@sFBy z4|`|=ZHycP@D=8nFWPCvZ(g~sR|a)xne?E`Q2y^>UwhJF(I~!x)z(--?+zQ0YUE)Y ztqxfUQO#V|(XCA@)e{ZHuuTQg>uXExb9}0$FWtw<_Bk$Ifd_g4(SEHPU?YYSqO0nl ztOywQ-Ic$hM>wy4Sq`ydNeqMPQv7713X=rh%2kbOTJqdZq6YG}r&>PAoGNThQeQ?9 z*u^^N?Q@EhORgt`YR2OM_AbyV3p8|~Krq)ExgZwU$Cox-j!w*xUC*|!EziV8^A;Iv#6JT~D zYh8M}13I+SN-#nn1078AWYN9`ItXm;`Siz#i`n4%s*7E>7B81fPG-B%n6y66*mf~)NV=#bEuJeT9!JDOPBaTJ zV5w1n4dLxe`0d4jiCVFm?XVbpIkOTmGMM$&eD;L_>8NI{;iG4j>p_}AANOk}W->0A z+^Y<&UrYGlCzu&On#&qiG_$+^{xtEb8a|FL(?w>0@t8|eAg&15SxV^ArX(rQwY1*C z`}50qDG09e!t93%pT(8Ao}DOXw!&JPXe#_hiGSwOzc|;*a=%|FA-i$Sj5`s84c@?i zI0U;W``Tm-1AEo-FIlPS0>?^6F3b;Q9rhvlZid535A(|;znY#bD$+aebk4&K#G1Gy z_}<=scs@av7%s2@4_spU!2vea^UV5JNswxC0}Mff02`LuIoo+MV4lfwV;74@37=;d z^4f>IZ$g;?<<#u8qAdgxAw?-fCx$3smE zlY>MM1eJGrsMEqBB@h^Vv*DRWBiG(pHZghS%SwgbwW`+PjJfTkg*qxP7Wb!Ac=u~~ zEc25BHa!moBbgv;kq82^?}7xqMOc;CV@|zb=Wb#}Rkoq70L$Bk)we(Wf9o9o|2G;% z4v~h{tBg(A`k$T|<Am7`1C=-^4G>;PF5ddB0^ysUv6>v><{W>wVhPLo)leT7xm|XfPYPJzl-B8ae1>yU zK)ZlQKD}+8l@%EN)!iC}ZB%01o?`z%^RVvIJ8}7$n;FNYeh|I+02KbnRy0Nf5x>C#OflqZ{X7aNH{rm2E#v(v%>1wB%tC; zwXEWtf1RibbW9Q&UldJlvA+F&)S9)xdHLh4Hw?_65)0MK3Gzu)J9*+zab8L%DwZ>$>k1I+e7<>UnHr{_ zA;iY%4O;$u5xI5Z9{>oXi%x~{Dy)HuU0bZ@RSTi_={jr4J_Dfp_3q#t`+ez;wPvvl zo97l=2QQlJwzYe}&mpozD0zJz8SaK}&T46SD?=N7jH-`ys`g3GIwu5DdVB7Bz|SKw z?g@O>wE_jKJfj?_=eO=hoN=^l_19VnBC*zJkTJ;ZLzMA=hwx9_4GBg%>14rq`S4$@ zYOEgBtcEjbpqj%9KyFt}k4~ILoX|=3`V$@DeKzs&qgI8A)ovJEiir(~+Oa&SorFm0 zTiliV4GW=nQ<6Dmv5SevR(6A{?twp~gM1ADd=(g@u!*^1*wfV6q9+Fl5F0tzd*D1a zN&eedV~qabhlwr9OF;j zjzaDzQ7~-%?ckDzGKZXfjuvc5MQh+e>u&o&1^BF+-Kj=4x+lkSXtZNWOR1$O4pl57q&7J^tu!}~iG^9zEuXM#BIo(e7c`bcegd>qT zADGiyFb{#-UPX}bP=TulA2 zB+5kvdPHmdqeq>NsR{MIO?CZfcWGHjg23c^{{b33o*4xm^HM!dJj Date: Tue, 2 Dec 2025 11:09:16 +0100 Subject: [PATCH 34/35] Adjust color for MATLAB --- Fig7_PyGMT_datetime.png | Bin 54604 -> 54581 bytes Fig7_PyGMT_datetime.py | 2 +- star_history_github_pygmt.csv | 1 + 3 files changed, 2 insertions(+), 1 deletion(-) diff --git a/Fig7_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png index 7e82b2829ba4c1775b09a83aa4ff6d07c66c7427..1071fbf2fc11c42714eb19b51f6df634e3c4cc61 100755 GIT binary patch literal 54581 zcmagGbyU>r_Xav9ij)Wns5FuTNGKpB-AK#O2+|!YKPD;}r24kgxey+G=3ps%|A3KP@c2Kc->)>o)XAF~kB}XY~YGdzU|HjVj zodYE=E63Be-4h}hj1nd-_EOa)d3DO$H0!VD#+g=S_6~~hds5^cg;lbcsO9Ec+<~_S z*QKpAI0ZL<`rKSd^`{LJd)f8uTsFfbbpI9MM6_gqL&$!K{8>@DR4?P|cyMbj2`66{(KfEVYIJdxODzJV>Yq2Dq$DO{F|G z4@;^max8VqI?9>saB_%9jAHGsdmpzNARr{JZ9+M!IDXTGQpol$n5B$X|;%~+BNe1 zRrlPch}h}=8_VQosf>lGX`Xr^HyLhjwW`7pOJ`+eH#<&0ex6w(fzeAmpwn#Cv zC)`&n98QgSl~c!(Ux8T->}cop0G5;wi)kc(o3Ji9CywZ|+c^es%rAw{aSUT(x4yt$ zxFj>!Xes?~VUr|av^w?#C1r~%m`~chA$W-IyG2f~R;Z>@sIP3%eBvu~=o=<@%rGu+ z`H}BngJKBZZrRuSHW&Lgo;{-*Pz)iMhwG_8GmxU3`~UiIEPhRKHyMK_v9X)5*E3^9Y2*#eS~}9&BL#)q zhRnH@@P|#g9CS*C%{deX9Cc!4#+)wbDxT3DL5ztfYzY4RhPH){7KG#h1MKtO=p zj6tR<=09*3MQd86Bow${0?(FUdm1LIyRFZ6g>RxOL1}7o|w}aBCd?N zU$?@f?%V|*KbZe3bpA)^{)HMo4oiep{n0{FhPLeWhAhnUAs{SA5zvj<91f`{o{goQ zk-FZe^w>$7AzG^%Z!TrSY?_1`F1ApAFdem1KJQ(Bjlig2@BCzg6HX5OR)l&$#K>r^ zQ$|l;aFR<)pUMxmwYNtJ-h$pYB96EZ+nwm|kH|3#3=EW}z+CULkTy~1x8V0U;P;pp zM}XA-*~8^^^7%;hKPw0C%I2hb8jxJcFO+HjFc zr%~@XVO}kNWwMp?RU-xPF`wZT&GHWfw{x#uy>PEzl7h}Lz9%6mX<}-M+q1g1_Jxp8 ziP`w->gxW!Q=dH81llA_HW}}oi;L+LC#?E%491sWjK!Mbm6~H3aV_0n0h&*0Yis}f z`O~0Wkm?@bfq4)<9}W5WIhF<~8jhFn_2iF<8jX`odIj~5y_}t$t*w8IE<^}noPzL( zQntV4;VQ+<^0bH6AZi_1g^p{~Jfx8y4EQ0CYc`%abMlfJixaJ>ApUy!4fXK$uo6k6 z%HPj!Of`2fCqgO`bD!gPxwpqkd7~H7eZ`8qFS6wT43XJ)zJ(N|kPG#DYhr?rkDv0s zU~O%!xmi>bg|1icc4wo~34~6?=Ns4&>SQ;t#A|=F#MN~h8YgWk=*5c{=BeoHWf{*L zldE()Y;3b}9&O{xn8zx7PGCkg>{Y%gSsA0LP*XL%u2oP`UQQ$AzCk@XJ|3AiRbC*I zP54{&Y}Eww#3>oY5K<-jv#Q?8aFyWL1OI7XrlYL5Pa<15beOyUTQ+x?e_T7lJ5mtO zL!X~tc^Pb}Tf;N9zUA;8d^*{j3iB;4&imQCXls40PWq4Z(O^y zw>&Fq|9mT^o5(8rQN;ZL29Lk`zp+bHw+7r9v?!POFdJ}AQQrYW)3155;isVv!k%gH zA>U5sim;0zI*^A?%>9@6b_@U32QC{xZ)iI_ zhFq@C2Za~<^~8^Zmc+9Bxw<4LKIfSIso$OaR)6p+z~aBpWcCt=odu|aImhu;f~4+L z$0TX@WFLh8yJhNksdPWR;zghpq}%t=dHR`tB{J`K#5^H^e%^RlaORoOxk~0<^IR1= zJPyBC9G7|E6)Ybv2UvV)SBe4_#vvS_Uiq&X`T{Gg-djBIBA8j=cvF@#PR^_OAgAHe ze^bs=!n5u{XEegaWam|wJ?T!I5|3T6h&d!5FX{)f52=wp4mzWbo{I)G#qOFGBofpX z<#h8rNXhfv6Qz`vSOm%N-g8u@nf)YWWCf!u ztfW!JE1?q2PRQbw3Isf-B4GzCZ4;Q(+O*q?rg5-qf$fUFnSv2xtE)w(XTXrB#>SKa zzt;X58@oMH__e-XKv1w)VDb6o^A>h;MD!}u<_l;a({g5(qAN`Go@*zkw=sDKp-xK| zG>6UA2D!M+3Wm)U@?#mJIFMFcWT6t76KmrQd_ChI-FDrD4tu{-9O-a7tXH4!!n;07 z52B8aT-Rm`Z(FUct_IQjMo=YM>ij#~!XvBVUpM8pyEA)ZA`H!pYKXSQE5DK2`L>Bt z$hoT5>uxyJg0L6Rzvi^ES98off#&$9K)q1G!m9iWy9MW3gwR<-30@1>C2k7-aOqbb*p-m@NkK1*5k-X7@f{sozM=f_sXkMycN z2Bw9~HiV92N&?1Yg6f=bsP38_eGZVEvL215SgK*AAV~4aL37|0suun6>u2`ZyDsWo2qr)=kK8-h=824twH;S@uB zj1yQx4xM81iI$SKqybc;i6M30i+Tek8xO7>*g=!*TJv}`< zJUl(EJ5)L~2j1SoqWjMfT+95v#3&S@e2NxPiC1baJhBlf>MAI%5Oxa(Gc{x(nGRy_ z#A#USspSJ&>UI`*$xs1voD4%VJ3tetz+4M6nE`-g-7B#qzCL?Sel)%_?z>&6=zUml zDi}f1odu!^Q%rR=?}1kna6y`?**|7620eL?6M2=#Y{MDRn`&P%?@>HE_t7fwcZWm% zARb|%S>m%A6q(nT2h@^T#56ji#)oJ+vq;-`>G+E3=m3&#nHDv>@R91S3QzGgV5RGs z@ehC|@bOqdU9Egn;I%VbJHjCI(bBo3r;JQXcLkLwfHizjbR;qtggXA_PNarZmyghl zzl7AZ%$r1TwF8X zx-I546GXGnzI-Y5>V*l2tByJcJPnwS_*|i?z44D}zssU;@d^O23+kZ~qLtJI^KymZ z&NOYk-CGFch$MyQP+&7OB1~CUmxF=b1lvqF3mwKd%#jaWdn2^2NUp6ulg{YinET-w z#hL0LYP4Y|Gz%XCkgL%SoWIZR{H-{jzAcsipvaVeSAKNQx=IVFKFpL05~GsQ6p;*e z++Z%wakrHzZ|P%<4-PkxOk%EdjdcJP*kGqQ`Ec=lBx{Qw6VgXpCb`I1etM-cLnlc? z$n|d;_a#mY3RJO;MFOj#D8BQEk)!tUTUE2xj>@L4H)6y`(KK|XQ8+wbl58#RFwWmIej1?@`2E0pcQ9*RAQ=P4 z){cGwhdxrG-MKFX(ACb)&K&K;#Du_eQVNQ=GyzsyzNXpPbjLo}JOG_Am?1GwAEDsc zQJ+|(v6cpR4Qjb6J0e!}>*uYXSP9A?Uz}iqSEzOo@dJ0ak~{w<2W#GBaKT`N+7=8> zt(usW^kD;TZ*LD!-1^-K;9U+6zm~jl>0JHJ4}m^Pf$#YBAQ`rF?afzwXH?^`d@LW~ zy2quROsa#(Mia0Gp*&t?g4`wNrgTj)J}xeAjA=rHB^OyuaZ-+6XGLX-uffQ|$NVvN z(fU9zw%K>KZ!KLzk6FHEZvCXF!1~f} z+OdQvaI3eTc$l~1R?N29p&rb4kGio8=Lqb3^*!cJhKy^<=blqL{@BjY91osw0 z&8y-715epzajYJ+nc~c6x7g|B(qUF(is{~+>qmKQ@8YQFR712^(<&Z(F-L+H29%UdML+f6Jru$ae%YIfL zXvkg{-(PGt{^N%NZRXtYFEQv>qRufg;t~iYrNa6;=eyQcR-I8_P1Is!=!AK)bKXMV zE~Abd+f2-HO+Lr-lg#q>tG=!_eKw!sy*=%9IPTnV_dHZ7qE&u9Av(S@+YFJde3w`^ zhY-GDvrAswNnd|mYmQWp9&)z7m2!tyQAy*?+^;zJvAyBHfqxrT>v%*Br(N|oX*~43 zIBFENo~u9D9JcWmn6Le=a*z6Gtp1@AZn{wxUE|h^#i3dX`7b;KtW0a1)VEG!5W zUiTo?bGu^0gJwi^<)~aws&eLM{wL|T60E(R90SYVT50WnF2SYPI*90pUB(-I014M; zf%v+E3GrwEkU7}y@v0t9+$7EN_X61{qHaIMre%ou5Ue=WB{f?@#GEk-aTBeYM>pCP z*zEB5n9i3eSM^7B0}ixM_7rtaVf@c=sw;dJrZ-TDm3!)TZKsO^1u8E`Fd;fJr`qOD%Rf?g@^_$TE?uw(7Cc?msj0hu zeTd7-$!R3)HyN`%ByfzHp%SS-#*7dLR{xW!Ol|{!~DR)3ygQW;U z))l;;_F9y7T;$ZDBG0GlnPXt)-|yB_Q<<#F^-Wj#POAJ z(ON@`NOeG5(ZW*`O?z?nOT|PoB)cg_1uP>)z5K7oF@V|eRWJi6Z99EN^~AB=99ZGTOO9>M=T9=I7mCN zA?~z`kv?eElp+9$zz>ZWbya)xNzXIR@v$*!Mcins$E29VQkc)*Qb#ra-#9OY{}xQ$ zaFLmItg{W=74N607Ww;poyi^bH)Xt*O207ECgkUr$STg=1bdm6@H11LZ;Ku6C=VwG z`At$<-HxI(1=TIhV_JLaqi>#gaSM%zEJ%J9rkzbo-> z`0|Zqf+e2@IdEgbl3X5R7UlB*fWgOMt(%OLOqh%m?l&g?ZOBz^IZhyLW@>6L)jXf3 z#si>uvq*uy?_8=1dXE z{rvfZCw<+BA~@_*2lJA_g)^Ls$(vTLni?O+ z9`VY<+l-t!oPyHgjzWdPrRU* z`gy!+f9xus$NB05U6=h2Id4Vj&F>jfxZw}RVh8VZ*dj7wWfrtY2Fc0E$JhVt)(;AL zId9fNb%JoOD+oOKPtP>uo{j+DGE>Hez!Ru(uu>dE)lWEgsrYC0z5fjytwhGk7Zcmq zVaStzFP}L+5A!-6slAA7offU2V1GR+Dg~YGu3qlr{dExw>Sr7}WC^T$b^J;stUo>y z$Rr`jSFX44}ukYO#?{*##bg_NcVGo^F^_Bsy-9 zk7!Y#hl?6c37;on3B|B<9iJ4KEl1NOwT(%5-S9cVn^M03W?D)@B9USW5N4+I+4M#I zR5Wj-st-(PV}VoZ02Yd|ANm!C-&{VNhvABG$^rn@l=Qt*iGQe zl<^w7Fi@ir&oOLWZ-d)wj$~W7Km33e!-LoqA3rM_8+uRZjP!*;WCK{%%A0Nug3Y;8 ztD1q_+R3-Qm#BQFPka=b`TwO5aWVj#!p1uUtj^TFwNhI)*7Py$ospIG63Ljdk(JL(Bu`3xld4^0=*t@B?NDPZwMDSAbOkZOThII+Xoo|1?!JI zWDxMr$;Bee|29PpKeckRDbfp-K5duIJmuCo7`(_Qp~l0 zU^^6|XbBQP5^C$5ZVm`VFE8Ce6v#%|qJFpke@V-*_Nt^$Yr7c#5X6q_3n0Ju%=qc5 z2F1j=Q`T#20<(mS(nk~EX>9Z5Z>!F>A!}!=VqVmNi8ss-lF6CnBTcezg$4>=UszZG zlqk|Q7Mjw-!voNmCzb0D1H2)|lZ5LV0#EH?>%f~{233T7PcxX^pRK0%I0&4M@1Pw+ zS3axG#0RH|&{jJ$JL+)(DktckN_{`o~DRLX3?|z-79yVp3BBQp&xl5Gh~vD3zo=`!{41>rQj)-g*dbP zX21MMRS{i^!Mh!(CKZ%wiu#~H$YoM%=vTKF3it>>%Y6RMB0soqJ#&}B5W5l>sc)gb z?C3uAOd}WXOIvlmyJl4IX|J>T*9YF~a|s;>sx(vwFO}vrwp};!V-Iw{x76Y#M1gzj zbEV(xAPB`J|1iOe0R?zP(k2qwY&_dA52-p->FeoQ&%fyBiAq*dw(5z{nCC|$jcrv& zQGW#~j#2^FO1{Hl20WF5`9^|p?~flLCUt&#Wh<|WA&b!`^a@wk_vK{omiEvIe1gvZ ze*FHv*IWKp%_YEKWVKRw9V8q+yHMtjh&^4c7dC?;gj1TATE6Pl>FhWzOlM9K2MTp*)OI9fJhL&uzV3!cWd4 zjqA~`K8=JZ{!ZAMw2UVP+2z~+5qzdxWW(mebiW21>p|jQJnRVa`s#TVgORu2<9>Jw ze%f#5$uYgb+)r4CZ+P&_JwCD)Z#bUqbucNI=XXB{$!nhvKv=U#e5RcoT+tuK`hC-S zvSuQXR4wCn|EMX_xA4KA7xuYXUua9 zLm~Ow%&&uE^}KwkYVd&T40q39={}qL4)R$L^IsqX-{X|BFARQ5tr+}blUXrTx~u#8 zPFFZW3~@fR;<#sDH33eJ{UcxlN=A*_hD^DN`~i*8AybOmIBfTh8rV>LxFZu#v5O}Yt9hM~kr@5P#QAxl))BF5Wq&a{St8V^miyb_-B2Win z$oZ0%Q@}Y$39+~}05zI(DmCi(6y3FSMN`~(O>W2$6a_R?aNMy~QDddf|3j7?D(ZZzi=>A))`vT5eJu_Yh$jy_Mr^LF8CLyZ% zs*~-_-7^^a&&T6MgB@>E!M~IMP2+)Ijv4R-i8-M}vj5N^XXkJ@7tZXkgX{bx$upS; z(E)6!NdyL(Uzm^}P#&}Yy)%2)Y%e&DM~nWT3l2usOLV zAlVA22*AJgrvHyNr=0oz@!Rq4U!fE56J-V%DQPaM<0<;}{GBtZahT}zVwLmBr;>yf zg(rG$Q=>cP4s`Z~9eXAY0^ex{mhZ7iM;VZm**q<%Al+*%N%7hqX$&wE`dA`Xc%kiv zkI5sNC~y6=Gc}aS1Tpork^%(R?S8vo{9i2!%&;k&i(#Uu*xcIEEvxk9?OUosMzx=Pv;FFr1 zV;c%D0dv?pm^pssp_zkk8GPljUq0^jATp7*MGXZba!q~VO0vXupJSHTRtUp2eIcOn zk0#=Lu|^m02M(aVY-v#jXmoSe+ugvvDHP`BI_=XAUMLj`sm!81m=9KNWtP>~!=LmP zmSke=&G+-*a(hz_C<~=#Fl(7}>Y$+0e3i;{y;k?9%#gDGq!?Uuha=SDO{ry~YhQif z5}>V;idTT6%K!ESfpklDiTNrw8G1O`%4ySho_e6l9Fe~X)yZu171!%S6pVtN=t^SP z=bK`OFA)TCy$*53YvL0lCi4DQZ|Nl)&k0a6D-z=spPR6^L&N_`7n(DC$&FJWNa+Rm zq6&o7=K$T-UX5WjZy6LS@J{COB#hyILs~Dq#(lr7O7-rZp_$#>@8#A!W!k&4H{#pq zOxgzB(dtIxIWY3ZzANXI}RNPCTt{uS6HS;#fN)d!O8m zZ3tv+ph{x8{BJo-lRi)@e{iOit1!ZF*UE>cHTi&e->A!!`lBU?j}dhG-zr11#$EwL z%hnTs2|`YPMs(cpRX#~|WAQ$mHbcac5VEPjx8CT5#jEITKT|5~Q<*hx%Q71WH2wbO zuwNyB<1JC&Itb(|SuZ^W%Q7l4#c6P#TyzU9?cO+O-E~|9a@9jwe0w3L?vyp+z*(Ay zE2k_<8GAq21RD-IOAkDC`5&Mijy9L#;HM-NGyh%b8P>JAyv2v>bx=*P$asw1lv^ZJ^xz;u}+4J8(L97-a zw7Pi};D{m0WR~BT<=0n+gioF9-3UUovns!DAptBRR-;TzcEwTS^CNP$OoojL#Ksktpp4*duPqZ`Wg34GD{wC&lLh(=Jz^{T~0iX37<}lW!gv<$6$tzGI;RzgjdIJrt5&b zPD;K`@v)s$tI}T|u!~JmKh^?0ldx@!|IMM=-#Iy{OXz&lrFX~Yz6@;KSGEDvscEb^ z@a}=X;AV0Ii5lr9=}x6iph(}es7j<-VzSHDq+cAJ@FZaS#bT|iU;SaK;9>rEXH|OM zeTn9Ku1s|?Qu%KC#6N!g=*nQSs3!)?54TBC-;`Shv<)cn+>~uW4dDmO)Otz|qS$eL z3_!l3q2ToV=rAhN+1pmpL-6cy@m{V(6`N}f5pz5Qw~`6MUP7BXI2W97V~s;EAG$V{ ztXDsyu>9LXKVWA{H^;>LRi{O(EWB%+YLP3b%TqWePC;~orugbE{APTbxHBzS1(*B^ zD#;)g1UQfjb#UCwt-X>0*Y(5NgU&7QLWRJYascwes4_sf zi{U$%I%5)@_${5Xy^fk>ECqhqq{x2mUIO;U`$LG7_=2sHL6;2jf}PKxD%YPq9Q{`l z5%g5~KTDYUDoVYw>-->NvBx+H#4*c0xuF}4kOWGT`p#$bio`)VW^Nk}?rUA><*cLB zJEFzC6obEtqN7crgzeqkGO?AaBvc}R&ZTH>w({w~51b&ekn>KZOTtQtq;v-Jv>9rC zGz$wZ;g@xP&+p}5cH0gbIFemI-V!;rkARsh@)Mdib;wukl4JxtPbyMLQvhLSwmJ+rW z!s&daXvrMI!h!jgW0B5rb<&xHr#zqn@^W;~t-d%%R$ zv2(;a=xXk|vw}M8cBw=r)ri~eEUG{5U>l7Vy3)nc|(`{i62=L?2hJ3D5VXT1*B8T z2D!f6@H^Wl9vkU#`I}>eD(`8mMNTO~N9q+ndBSl46{3L>yc_63d18Gg|Oe51{sXI*UpGm zTEm&sKrS@yc4t0M_XuDOrk~}p63M?eAEz^~{oXMLb9pdJLu-+gnq1yc`WlbjBxRey z=uX7_vcL1ls+K^##%*kWDDxKfyDVo#7J`zIRe5gsAC%oQsqQ5^Q8wNR>pPbh6M*b=CAz$>T^RHl^kY2Bfmw28(Mr;hDkI#lOL zJK$7runv*2{NQXjW3Mba*CDGxU+R&!&)XDp*6>m-DJkNB+HfEiJ9< z(IAYpyZz|1>pvT=Pc1J7J35Q?xy{&DE;bguxOazwmK%Rvp<%ZsuAS>|r;37_zV80@ zvbl&XeAwY8cwkTE`w9IKw;%r%0xJm(3#-Lqz0??ipfz2!m-PF(tjBi(8&q$Avdf`N zHphz>%zA&(-gmhB5>ry>`asHfbbs6Yd#dd)D9AdP4R2IliQP@Gyf*oorQ1y1*1qxc z&wT76F5c3HR|vg#I2709eqW6g$?|6@O~Lk#bjUK+65u-VS#l4P4ykdSSCkOv(m-5% zQpUz_tglDrAj*V>MgXmuXmZ5F2iTB~WRS)P)`@2!$g$pBrs)ai`J2>zg#JnZ0>?Em zFadaa@Zql23Q`PPJ(USuaV!nCeYoc}LojL2VMR0Tq2i3!#FB=meivkOK&=E`RTKn5 z1=V3Qs?2qwSj+jzskTde4t>6cXuI*$zZ%R)Hwi=~l-c}lk!6KAGEl8fFb`!#=G4u+ z3Ws}@u@~^Gz1CxBB_aWc9Isf{fnv^j!qHUzo8{nhH~a`Hz$@Q$1hK5U#L#$I=ALxy zS`_uf_QYP!ky*Q}+GzT*&jIqd`OOIx4J2_hgWW6x{Bn8Om1^@ zDmQ-ysO-}dv4gjwD-rWdxkNqBJTngnG=Z?na&b)O*M$fYren6uDIofYwASU(kr9IU z`9X1WG)05SN&1qv_BIR1&u)p}4Pb*3pnQwgoahs#a#iz4W2Uf>FSnI?nzkcN5dOHR*5N47y!!g}Ovvm$WieMFpKuZM(oX!{~-ycRQOg*`wJC-L=4P=k36I z2rE~=R+b};b!2d-RVkduVbPP^j(MNI^sqj#1DhId)O2yMT&PRF@;BKCli=0q2JgKtRL!=uunJR4&Y3!P*)7neY=n{R|Xw9RL?3Rer9DSxl0_b5$z0k{?5g4)ee^4aW z&DQ8DBU6LtKSVygls(7BEhNO|waY_+3k*+y54iwF2HtHh?3j707f{l=*0g?-l}j-d z2d|hEiBI=;k9x}iRB)v*R0OPIQ!vR-MKFE^OmyZ%h+a@ocl^LeP08(Yc(Ka+fCvYQ zm+p;x$g;-l0H^MOw(DyLwKN4Zf~NJ>%>)zcukIvZ0$EeEY7^QoLEWbo(nJ34=vH+p zgvo+J-0CJE=UqS8^>yY}MKjD~hirQ|oF-+oee@Soyj>Xvj< zfav=^@HYSY*=R}K_6yq)^F2;+s9JPy1Z{IN>A09(%mk)P;42|-KKo~F&8kB11LkSK zzq#EGE75)?jsOWdD>6X3f;xYv3p*~d@L|{JPP@xsG?p3!OmSka%Sm7y7c#pu$I~ z1xN@p%UEad{Bs1qDNI;-)zt!`&_ZHFk@^ibuLM(M(s?45^RTDj`8>nBc<~LY-|xW& z^M}os!;tDLnPGx5^R!f0^=Vl&10jC0C%PB4cywW&u1_CNyJIh)lYxUYPo=XK%Gv^D zZX=QS48TEnRPwuZYWjbo(dfe(hrvf~0!pl^N>K=ze|uE3hs-J1Z|{k;M~SclK(B z^B)l0CWd8Z^0FaDRX}7wQ2ios^S1ByGCmfz$cned zhD?h#-Hy1gOuq>(=H{?2Bb7bHglb+|9sWS%fV~SdcNL*CP1hi}@sZ|WOVM}u#bvpb zS;pQf16T@NUr1B;u@W;_p)b-Pjm^ad?tVpXlxjev zMobOlKl{yjPAd7|Bp;n5b=0sAcF+&n{8^}4c_r03iyVq=238R<2>ATMi$6KEZXlWj zg`G&bDAhXxjm2FXa2rGV=1v+Om(go>5gEuwsWcHy0~DHQB0WM@nrFvHX#yM$>)lw> zR#bY-%n;4%wXpmV#(O$}%5HdUK#`XR4>T`Z7-9ip+i<2?EVHAS?};qm9OMm9-17a; zs1g%#Q{v5A76qFa|t80k&; zZJJiD99c60S9z6x$rwBM!5qtq>@e9=H~cHi)bK2+dDmD1m2~wl`&<(zdv)v;8^+mS z&!?MDzzrRV6(wE++S|_;Ak~~tQ|LyLzLGNerb>OR(gFnhrChvJ=N(D7XAP=DLH+Kx zUJJzTUh$a;v57v(wP`#9_~0ld?_g$nnw)~-L7Mm-t-fu#iZQqk%JfJZ9-qj3#Z=XdO2Ck*Kg4kdiG&}yf(mE7sMY^T z5hvmT6rBip>$kq;qm>fe0c;b8yPjJ1o+>R9&jF(WV0X zLz?n~r`FkB#~)pD)0YhFia}y?>rmdM?gae^;JOoso@7oe}1oi*tDC}G4vO(1Q~ z;-*hM(m7cwKNQ~ohQrug$Vh=7WH%e8_H?gr4VyjZ25D|0$ORs}_y{lY@5} z1_zhGyHnb27QL!_HH&?VZu;y>**C;QTLkRpB0GGH$P96P@$m7j4s4I7%_tgQ98Sq^ zzE&k(nQg{0pT028@MHs3j3Kk5;=V{Rtc*i`?c}=#Kpnv-+#C0cD#dqJoQPQPwmJFa z-Y?ob^*6y)FQyboR#kV&uRaAewv6b}Lz)tAXb8c3G3o~VKyUi#qID*31}yOic^Vn~ z8oSeW^(^0p1Fbo?22^pfV{t)EE!$u5u$zF32ge3GrtO(zo{gAs|9*`AwT;LfCfccV zld~)rCA^>bhB@wX z5;?LogLDUWaHZs!^CL~_YasHEJn(Yg(U)U$JBT}&K0^!056VO}hL&pcT}QTm`4Q$U zGY34uobaVIIbl}!FI`s&2w02n_{}!(AD9g3WhZ|O6}zdL%GA>T)A@L-|3W>ba*fr& zaG8&&RlD*92H2X3Tt5av5@5;*eBD+fsTlYHGkUMa$3#6v&XK=Hz-|-}%~~*LZO% z3h8RD1;3w@V<(vSHx|9>`G{YA8+MNjzn%jpb0zdv5(+Cns>WCDGf-SZWfW0MP(wk# zsRZ{2v!`1{7^%b)AZh@V&ezqQr9SWbOZ|4O&zj2MQ;8l+dz&w=bpW0xsB;yxmyvR0``;2X4!L zoFqi+080czo=UrWWB3!k^9SDd7We_FVi0TciQ&sQpuzk!hqSJ|dMe8-V>hW*f#BYQ zb!BxPGcyn39I{(n$?8qAX8t zz&Kdpfr(XFo$Mde)2UVt3`X{QIYB=aXdLoBoDIAUvRQ!ZV6Xvj+-@7sQG~9sYfXoM zCeM9rv=d$RsNqz?-g8z6t28bbyJ4NqfqI)|YZgof6^K*$Ptb#`|HLucUJJj*MJ~~n zkN(+mRuyT*tsY|q=&PQ))Szz-x6H-0b7e24a=&kAg6j#P{j{& z^5hyX&UshE3Q(NMG0Q0{3T@p!7D?;s0@dA#I3|G72j>0Ou1y1}n$e92b*>>o_<f>Y25NBTVdX(yMv1Ko{uOU=k*UwQeB}IC?Bpn{3L>~ zimQc#=1$|iyQ4-4c}o4ETFzFI>cG^l~P2W76QYw`yyD0#Etda_(;$S3D9^i+-Y%=0b= z1nErYJ);_Mzcr5&q5eAB6c~A;rI5!?@AD<$>weE?Jfbjpf<{hWM|~sPX^+d(+tYuV zbDoH~;s3**zQtbjG1k;t%{WCY=`dOnI-vDAk6T z3L*@p6_8|%vERc2N6D?3dYCPwhRPdDpj`bYDB-SDSuU@}DPHJt_T4lkkCqPt0mc>B zp-he}s?O+LP4UUHz!16W=emPwcaC3#@etW2b15kH0KhqEyR7+N-GEVA1))SDY{O2B zl7VY{P7-2dr3_jQ?H76y-0E3X;PQj#%O&SbOZHcS4ZMIGV6;V550sxmytl%O_lygb z2P6w&RzBbwEA$yMGz$3ic^%!>>zf#V%@R0sU08;|>_#pinflfh_l@LBz8A@>gI)vB z7id&{pFLhIm#S402BZA}m^5`-oj~6v#@OwF858)1UHdy{7zl4?IV&}BpM)mfe`2?| zM|B~qYosMjfwfq*d+IF#EK8s-q>B<~z%C@au0`<*H4|H_9_%Jog!;RNo6SIRovNm~ zENE^E43qI?3^wpHg!9=m>=Poz{JE(#LY4>g zN48?+8thzpW#9b4WoOTkceWC`sqqTb`elz<=&WzzT!h5Un3^N5pX7lc`q_6%e$ z`z`4;A-jTQI~hO<11v&3yq*q_HMq!E6 zN5@!PIL-A1Kxx1iqv@{+`d6QaZa}@C!g3j8IKW59Z>0~KhbXiGRqL&4(3~bmt2qEv zO&lbAU)}mgcWfEt6@Dq~5f+u#%gsLUdCAVjWptb~v6f@XU&rFy^~!Lrib)1y+}ES! zs&mCJ7ar8o;m~%Kg_%2zV@lQ(lr0~r75rPnAyeAx$;GHyZtTG(-ERpm>SY<5$3xH%43^@BHA#*dqgjNQG{qBm3_6e7%Sw^&Q2(fWL> z%ah%s^7S=Fy{+&>W>+Jbk|CFFwlP1c4JsJCL8@Ce6^$mn?3##-|6#4=Le~ILn)7%s zD4uMgrAozOVvPVSJ8ctPKcL;8ui|0;^cXhZOk-(;sF<3N|{a_3&LrzDEslBx51#k&yuDyw^hVmaY@&kuUB%ofT22u3n6gv&lJHLy6{r#i(NwC4& zVHa<)@ z!>V5&YvJkfKR0l{_+2|Lpm*}M3ae|T#^G_uuWl!xs=U%d6|0F5NRX)_iGe&slX^TM z+zbS7&}}jL3RLiV@>iaVHdNtbF7pFpVznZG2}Z86Lf{?f9X6cM!muGFO8hE}up$Lt& zqEaIP9QVqmOPpSC6jbe8d!BVbAUq!#j3U9L6HOmBbpqARO^406U#z{Ac*7F4t@_QW zSY01X3Miv-y`bMTFF&?;MfZu3s|QAbKMquiKq+}dKX2Vo%=pnUYM0Yk0tB&O z*mJ57>CKVbn&7G`G%ia|`*qX@!l;S5S>S+H9Yg{7$GNH7z-}hP50K$;Q9%dCIBLcX zXogBJZ=k6J9nBv&X?kC|fwcs>BYxNuR+o!LCh!tvSG76Mc-zq_L@hvpUI zvj`@OTY#6l;jWRh!_pWvMdML2814d-3iAS04FVP1$KsHYzazBk8umUtn+e9( zWfdiA+?$x^0ey&vE@od!Un?*TU-jAjAUJ^i^DWe_MyUmk_`8iA2vr;SA5^=CG8So{ zp9KKujbSWk^nFd({Y+sTRL2kTL8G1M-J^48dE4J?{;R(5u6qJHiNZA&c>E%^XkebU zmby^L{E{E`XIc~n^ezBB!+cmGY-6NaKz_q9-=z|n4KO*l^qq0KVNMeO<;N#DzN-)p zr19wq78u~b@%;exx%(vF=9OY5bjAH*2~{^|tuM_6Ai3>_DuFax_rXpYwtjN)%cc}U zUIeC0W>;GD)t0&Jqco98zH6-h@;k^NyTmEX%n||ULYuT<{-VH_VSA?g$;nQA{I-`P6bhU?6?amz*82#fnyno7RDHOtRe&+MlhhAvYiD7_j!6zOE!(Bl!R zLGf`|*078vannbvWx$1jB!KD#!NbtDpFat{L4ow^07Hi!a%$U4ueXFJDvU_yS@rO`}b`FWvM()!f-;zP;bghM<^lR0z# zXqDN*;eu6RATjzTVc}Ri)qw|c0T@oCLZK^&PzO-4#JoCITM+0$7-NUXiow8vyd=J; zx^nqUyo)oT({+1L3+|?b!#ZMLQzPB#e_+b`l(?W~tDHM^YLzu?ZJzjcA{@G2mi7i& zi@#=X5kJSj>VpJF0G=OAD!Jmr&rEQMLA&6u?L<>f)Z;He+Y1zr-xkcP@z=VN!7Zx` z%O@nfT>$W7I6a2T5f*erT-kXtn^iw!w)b_%8pMP@(X25l60u6u$=eUj>Rqg-ObZKFp3<8Fk!FWbBvdXA5-e*cm)5tx^4PE~w7e}u2ryb* z13|Y?_p!**#aUycN@6m*XCrXjk4moj2)>Dho^rV8KUmFy=}ttT`D?!HNw;)7wDj5E z=Fw;bD8p-V0G%I@6HBH{fbxishm>OsaC#Ym{p=sJFg^<>qpANjE09s&Gb8tF0n6otC$b(UZH#p{3cE_L9cIV zLv~-0t9k`um`nbgTfE6A$vlCBapgOha?QzV<{@Uu+qsy(7V&6>*|LPqkHCtF$nII) zOa+zwbC{Gb$wPecsaHQBsnigEp>B!u|NdwZ_1gh1BoNflz$?~^5Xgc%pljcwr*hyj zA(`(3P4|{O2rkFFPwQfIh zq8J*IY)Dh_R)$u7uKe^l=$ICup@($9n8%+ZbQS<9>6c8`<>Z7So`YOT6c0rRqB~gj z)Su=`Zq09qThiZPIEk;x@a0u{T8HSjGH)U0ZIA*E%hwElxILoBkp|k(k61&^?$U|L z+qHla17`655cSnjRlU#G*A9?U1QY=Y=~5Iyx+FxTJERdsNof%2&P#)IgOs$OloC=> zQWBRA3F&y}TtDC6>+%oR@}7L2nc1^v&m4Lv61v#8Lp$sT4Ll=K5YgjtG%=BK-fQ1h zeah+y5#X;^@4kn@&u{$RsPoc+)05}Sf2N-2|Fq&%U6_}n;`lXA^74n5k1iCvEUo=_ z$}=#1X?{y8HsX;Sjy zK%WrL96`?Y({z0oIkG4kB+@v!xFWsJ?95<13smy(kxo_UfwSWZLuZ=3kJVAnp_3nY z2`vHt$d{W^fBV2u@OP9@G}Z~qCw$~n_BG7qM;Si78wNph^KLY#+WlL5?E;eHOuqkO z_!|ly_b5l@*Re93xSKN3&bqrACox7k71}-SiA#nVO8g7d_TNhln`T}7GR^*nC(?2t ziPQ_F?X%A|=4b43(NfCmx2RxV<6gF_d9kE>`LR3VkP*fB_tL{leV+3f!_SBafdD9IR;){F3vtqPy1=3nl!al?S}} zFAxSa)<+Vtepl+7QJ4ZEKk|;tTPnww50vnKzx8`zQ2Zq6oZcH)dopi$akK(+_piWq zf2tm}KPcx0nI{DCUMvELGnATY$95bU&MP~=>`R95mG9RJz*awXV4?N#nv2!)5wUAy z4m2XT@V~|gIN_i+Xt!HLvz|P@C5*92dH&)mXV&l^58G<=!RGUEWIwU|Bcz8PbSZ#5 z3qV4Vjt#@*%C8seML)-8nw!PlX;A{<5cIr2*!|TwJ$DKa3SFUUVqWXgRQzw(i+~~VH?s6YZMsB|lkdEl)F*Av0ruvhzhFS%01iKYy%Bl} zl}ZHmFP(M+!5g8Baq`K@}~$9;SMY~x1>)z#-JW>#M@u^@aPGCL(iu1}8t zn$+8=Hg&0bbNk0xcjb3;i@OSM8dk9;B zqb@X}!GM5H_4enR4Vf?hsge8wa|8hxgB2hQx5tqnJ7iG=5%#b7xNu?6j0)vPf!|3l zK)npLmAO+#J+|7%tS|G*eiG_sPTjRFSkYB?8H&`zR&3lOFRG{h9g(FNb$xhOn-|)p zqL*;Q>z_mD8rCzdQvl-y3Fi)dzlJUYIAx3zWLsq}>^l^vg~*XKWBSy{#9}p@0sDFo zqM25V`H}6Vkr}&FUHB-yz0H>_xm4l+Q<9${Znm#dBq3vFa0WW9J;651co?<$Jvq z$xqIILG1DMl)zLSmh5&mQTqx-*Y+-uhgI`AEd0`$DR7%QEf#$NsvVp`5pM-)Q4M3T zI~U@CxCvn@NLUzVS-8vhc}^p`i~&mv&b&Y1DuhmDsu}f6^DAQ``>C%)Sb$vYDCMe| zeGI;s%F1%gKIV0*y26Y~s;`vIAvobA?%TQM%~r(&GF1O|c&H42(KS%ZtwFA_d#C9? zXm5sp=ZlkW_UC9P6TQ(me9|did>6QSv%fHik@N_*(qc<1qvM{M4OGBa#jmUcqmb6){|J5U^8WfAFJ1& z+%&(Cyi;asP`u3CPh_MH;AfZV$6avwZHng#sc7Jdv zkZ;v?Y;Oy(zv}_NwT#ih57{IQt&tw|Fly4pROeRn`yfGt~Ia0JBPr($xU=m(((Mc?0uH zj|tyCEjF6Rl4moQFP4&I(Zr{rp}nBj zDmOX&$a@ke|63`XDAYG*mF?QSPd~lINE{ZquZhJN<+=jb-;Vdi6)5d*cFj;(kX(cp zenj}7x1=-vXV{;!Fk=)&Y6w1g;K>WaYA#5EhWjCJimPYFGcq=e%Z3CrpWT$(Vl0S8 ziT5C*Z|%63kJQyA#qh?0QG7n3)hQufqyI7m!Mlq@7(Eye=8*OL2U98S-!_pYBM*Qf z4ov$Bj6MC?5*jZoVH8HmEEh;(L#dD|AF4qIdQ&Jc_ZvzS9-H!DRG4sPP!i_w4t+^{EJ<4YH zrP?|o8M}0N4ToMiWn92`XHZ2xPkC+altwe}^{ys8{qlE#FmD@W;n5m=i>$U%{BU&= z+6R5Pi8mb_%kW*-zpw9QZR$SmJrJjeRG!;;B&fWThCi{kW0HK9avpa^9Th4}=3f@* zM3l1vxxNsu#L@Ud-H1g!U6*uR@&{=~lJ`IQOVU++Mh4&CYWE)g1HbpHZ@1yDRZ=VWuP5#E&u)*fONI@P;U*qG7gVH;u)y&9P za;zC!wc(|}uY^7p8(#f8s`^>*{u`!<3cREYLeXE`){^GABB?zUZ$8pq%th&~(vbrB zF-vHCX~k}2x*}a;;VNVLdY5axU^Bur(bA5e`a^+cvf^cr)0VKHyUT7JNH<%eXnPLz zCQ>OKL*KQriJPO+R-3m7zn*Q#p13FHA@^frKQW`+A-L>;U3Kw{tVMxW3OD_^Gw$M{ zlIa;s)yZm28-cmG)YTMIoS_u}pfkn^ zIed@oeMWBXjz|e&O@@zG#eJ&NoimvHORqC^g+G~;zl_m9^T|AG6K}ODSp6d33pnkG z{GqbOtRr)4zBEUc5_(S-juaBnC&N8i5&TTGf7wSfK0qbH=yoCFHMsoVUIAtE{d+p$ z={QCC0`|MIN2;Z4PJyi@_}jn61dS7}qdJP4^2*57|0B)a$@FLRanvF(!nEoXn+1mv zGG2`=v>qNqn0sZ2WEoTmpD)t~zXi52PQ zrNpFVd}x|~n|3U7*f*ykbCnvv2}dgt89pV61k$BKb#_{#G3z})jVn=s$DZ_k^thIgq7d5hVq-z4A4b)(-^9;@{h^AUEq-vI8k2PDHM%bUw^va@ z59kDB+MTv)TFY3HHxXC%@wdcLQZgUTy46iZBlfY4kaw#n)CrMaS;r-%tUk^xP;~Ca zhGI4m@>q{+J|otIwP-?WMO%ILx;9y{(#~%NF){HxDpW(3n6X)`6F!~Pq7Cn?n?_RE zq2e_Y^$nId0(euu88G|#&KcEZce1vthhl3^-*Q{3Z)u|`bev{)v)q{B`ZEdlPMx#< zCpY&gOKC~PRo-C#ENq)%u*8wlQt3w2;uE}%} zn5juSOM|Rs-{>@In)JB z+P?eR|FN_O566aXF|onbR0C*;F|mg%6BPr)GvO{{tmV&R?`r!m!@X&YLW+9y*apjc z9s$tmqc{k|RP=b<_#9bnwFkL6Pc|))p~l}z+zmtchLzC9n{=oW+E9Q8;;W+u#pED3KL`PV>D<;8bOHo<8F@3$%J@Pon0*YExo{-7M#bQ(qLBgxEPt|5E) zAvc%qPcN6OlD1U%&jp)hOEv82V(*Urx>n$IoH$;y67zypIaQ~H#KmXXx;^R;H;+h4 zWuc{}Vs+;$MiF~5Pf2FF+4S$Mb#e;-klR?ohFoI0acM|YQn&>%K~#nSw_@0o|6&!ODsV={;XdyYuTNZTail#~;P zC`@Bd{d;klf#)aLxtup%yZr&jtM|02>Ed1w)srXaA|(^k& zdVI=6J|5XQ+ws5ZRyok9{rv68Q1QJmOAVB}XSaRKgVrCyk6K^kGawXKCYy8;-3)Vo zRQ%g!w-z56^Nryhfo(x10o|M=m$hkM`q;wp$@T9Mid9OI`{HoAN*8S{fqBxW-!nw= zQW!A$c`222x{+^Bp~8h=+FH*`2IDgGIJ8qzrrFh-L}@d!hRWc>zBqX5!=~GpDhCVg zuyH{fO8bJ7=326{`l3?GR&m20lVO1`8J->);Fkm}_C4wXR7b?1d3jtN<;T7Sn3wGI zXGYNfZf0#Oc1J%VFJcKCZ0oFn(bb10&KAyA+jSu(Z(Y%25GNTz{Q1R+8h?vhs(iRW z-X#iAhw4&C@8!mer5%jn>(8_L))foEus%LZ#r1ZxNOtXdgpT`5o$nXu`E56)|5^2g z#}%usn5NFkMT{Dk9n7gY8M)@X{fic6B*Cu;02Cw*VdxSFmQdD~X#PSX zGPHa}|ANh33Zz8Qk($vqHLGq{b1-pMf-s(-Gvaq6zn)2gj~)(+;8AYbY0{9^tI0jK zW7)1CR#c~$Up3iQsh>DmF6~ly2({A~+r|Rf^+p&J!P&Z4<#dVJYU?Hh2aOqEo6uK= z(^B8a`i|Fm)-_K1b$VMgIe-&e;FndwV*n?C)dHMFH8HP9%Gk_R9Wh}VX~mS44`z08 zH#RRo%io>P;J{+g{}(^2|HV)3+;6aHdgETY5xsk;^T>3I;zp#EJlnY?p)I_4=La{d z<=ezFw3aEzy~g1QYa*#x<@0B51^Z6jX-)b}X5_5fxBjl2f$Tu)y`ao^a`0@|YX;P-1e z4~rkWcBqC9sgLU%`=pr~1?a>}OD)$xm@&I4IlH&ydj4fB4c{hnDnf$$YJb>gDTT96 z>_wj}=AGAYkD{^u)PLEHKBpF`jXuKyFa=gBFQeQOn5ctI5 zD1g8*CVsxH#oN+nCAR5?rOE@RZFz4As!~?3U(5>pvS;y@Py&(C5(LN#zHvbhtDdY2 zf^`!-Vkw%qbky7NYiL2h(U~bVo1x>r3ccJ@{v<8_(&cRwHxU3`8R{UP>O#%0B+AMo zE1wFNEb2VtG8d`^C_+|tZdZ?m#y}#I{P=PDUQK-TuKFrkO&oivqMi>VE)gFT#{u{D z#*rV@k=bm_l&Q-t0vk4U2MPiNo~V+&$*_=ttf*vp%fxkN=&Yflk94{F94{Hio$$9Iy4T6$5`>A>dGp z0gPBgX8*l*$Z47r-xqjKk*0D!#X)gsB4CPGl)CG3*=W)WqmR$p@5;*<+KpqBT3$a& z49=Fm=W4XtXR}Nmh~0ULVho?k?j*ac8LU~ca^kz{00y5Phd|%|j7Ykit+samSZ;#L zEj2O#F0@j#86$*`5*nCE4fL`yEK~}oW!$1=Y3C{&>LLrqj8s`33|x(NqIH)a@HS5N zLpK4>)R2FXpLBd`*@;q90K$oc%(Q}d(jaO3OM@))YZA9CbV&ql@PjSJLQ={V)%Z&f zNfzT6e#F_ImkOUzc!xM{+%}9AS`JVOfOxcjZg<33X>7dj<+~yJ49d!_)5RkdpGZEa z4>&q6Vcq&&qsnr#Jwr2Dohk>_!-|Uz=q=~8WO)jViXgEEz=m(7=_aziElW^XLv@6v zTku_*Ex~`<$JMh>fBKGm6Yb}mjGH~Ls(3a5SW=J(w^V{rpoV++A8zcv%1cpO%<^#D z{EOpOc$||=A7v%aND?$?34T^j1prkiC*eyk9SS;6>IR5Zmk65`89Vfo;s1|URs~5^ zhx_tWL@y0`J}e&YmY*Lyh2mhv7Fq+^WAu!YLjUgmqLT`5`fVq(U1qgexXVgiVxl(o zo<;^Q19|(+LKqDa9i1acPrM$5uUEfmKZTN1KP)ZFM&uqbm(pC;A}=`FP4Gxwv=ldta{GTF^o{4fk{cq0XTun4`@?5EFF3E#m` zImE#i^*L1>@i{=Yz}Yz_FmUVk!%WrS9%XH7h_^PaNbX-yIz&oU=Q@^Qu7;<7B z`Qr=Nfs8rMEi;EvTT`Xiua<3IkFCjD0rc=mZ)pT%WfqrR28&mvRXApGAe9-Y?2(&` zI|uK`w>^6TM=2R&ika1xFDABm{#hY$kdN8a=R?}~q~(^&#jhw74s{q4tMH)hCN2~i z(d`&6S!>)+O>flhucdM4Bac?>reg63 zRn`D5VN@hcZBLhNgWUr_qx*a+{#$OQQuM$~#{FTp0u{LQG@p#={m7t1i(YYsJQMVZ zh_+&zxK#MRAnZ&@heDN7e_<+^=k0oOKn1U3H;#uyv&vzxORE5J1<59t3cRf*G5s^! z^?%wH5qC4A4hD%yHLxXx)DcL4pDaj{%yK$RnT#h|zRXBW8;8i4jN))bO5{=f-oBTh z>dDVzhrE=b_Hw|M1>WJ^Qh>T)bRgWYIH3ziZM=AU!Dx(+nzp^e{X%>5za5BI>zh86 zq4jbgW9-Oa5qP)&8pG+yhuZ6|CU7lJv=-X~6XXh|Y>$)4*yFCy3uHzH6nN{`2EPRF zv~!mq`{fn&X%qW_uO%0xW@8w$!HacPA400Lr`!92p>uyQTHXpVsn0$3kYsYu1Dj*o z9g#$=;J0j+L(N{`l4v=@to$NBypR83iE~Mf8w=>ZwPX>q3Q}OBups#kw`C1q{Q&$m z3t)XkJ!*Fbf+3iPb4FWbUi!+arc7C2Dr<&Tq|BG|+FtFYxCP!Kxxi4o<^t9e)$yQ} zuYC%R0LXi?)tok8M03M>I!28wLsQsCbJ+Z|#}s@+qrn;botPM9usrzTvC}2DlaUEp z$0YGtw2)tK0l{8m-7JC}=z4*n1HLHuZ6oPhAcJUTOuo>r%+)wUbH6nU!Ks_F2FUvA)yaic(B+$}aOA?& z%815eo~YHBd*d2{Giv{gS+hIuBqS>oHRp8QU0$UGo<=HM<4T6p8=ECp_NqYu<^2KY z4wy-^5c?FP2I#^ii&OlpBZ|9K6W1F6??+#A{{g_WX|Aui-mE;o)~p`DA=pl(Kr4d= zObl)h41|bGv6L-fw_}|c3azN$cQi}O#IA!HI~#G*Q^|b-ByfARgq#D|+?9t>v#f+g z7#i_fLhVKKQkvple9!QpEA&4ihL=>#@&mrDQ~)40Sv>dt*d}5i9uQ-LPBLB43)Zzu zAN!xh{k4BFu#(mGLeJGd6`b=+*8zm=(+XLS_p$USZO z0kXG|o45mmn?{*ZMji3Rlgb^9dAc=Y{^Fs80;#p zuL~Q!MMJf_PXI36aE*5Cbxe^`^uVlOufO>K5>SGZC#oj`KJ&miS<{q}Kp;~FS>x1m zSQiDFRqiK0rpm~XO?X*Rk~mC@iEF83B##VslaLlsPA?3w8?*4yu~_5I?|;$r6haWk zP0|$NG!@YW3i1r~r*zSmr#wV5v}~OIwmglN!G(m9Ele_R%%b(-c^PG8ge+>HCjA?6 zSr_4N#C1GfMR78;_(s`U`aS0h)T5)UdJY$jwE=Hs-i7WET0?l4cSNuuK2k}%C#5bJ z4afuTrKxLAS~)zu8Mm}U<4W@@S{0TVg~`Qc51uX}NC+4;&)g>h$gLl?ASt8VuTdZY zJ&h=LH#qRe=biO3xiHqL;IE#fke4hUg&-T8K$|*Dg~e9c6Z#SKdT4niaV*vOOPx1n zln!5-J+O%|KB2(|Dn$3#3mJ_2hm9zv92FuK;okTn-QDI3_+MZ3=eO(g4Kz)$)ByjQ za~)Bz_0(~!oaw;FCJ$`U@uYJL)fRj&|B#)=;^w>hmF0}bPR=Xg>zifx_bb55pyiGy zTC+NG^KZEw`07|e@-Y`-JWUxO#=_0tV*(7OCYPVBBCl9$kq2#$-^xeBG$w*e#Veixp zvwlveNHbFiwEC#uWmJYg_m77cZ1}eQ5V-ne42bz86ZJzt1yXYyIL(|DK+F%PvAvei zR*vLrCuj!^Jj-3`0@B?zGA`tJ0EqClpu&*WX}g-0I!%Nc(W{1l0%ll#TU~~jCy}J{ zY=u4pCq6R^>KbA5)vKjrT?t$~Y=qVm;=BVE6`g-oW7OsHfUB0)*MpKRJvxpOaqc{oU2bM)75a=*&ZGSVQ)$H>R!L)^16<{F+@Eey1Yo3w8yr z1)Z<^IbL4tY9g$Gm-SFB5qNY|$$Lp=S_4nCOJx-I34Epj$@|jT6Nw6(GaP|UAffHL zTk~h*Me0FOlKLk%QxHSLxdY%B8to0Tdt|Bqs1246&KZmAc@V@9hb^Kc!@oQ79~^38 zjbWRVJTHLiQ4yS5x>Q+`MnK7yS_Ln;oOfDf#TAM4&7(79t0xm9V z^2wY!blt-W4I36l+;#nQK~DHz(5e{TEFScLwq;*nw4T(AeL4h}G>dGULbk62*Q;8) ze+VSjIlVDF90kzg7$fpPJ^|wrojRn&Mtt!Tf}?=8=;rD)IIxCQ`)mAz3YT#=T!3gt)2#6 zKz6<8iMIbXTRpO1LR4VGci-N4x@GgxM6NuL&m5AhT(PtB6)IfCj z$tly$uB==~$>E<)o~)#7t4|!|AQsJ2hvi6iITv?M_nXA>1MO$N(m1VZF@DS9mG{u- zx8_-)o!_Rw^jV(m2ig$*xxP2(ZQ5%HIK~&l(7IP2e~ov-=cm{Pnt)N;Vjau2Hi&MS zt(r_646Uew4-iYgFBi?Ux=LAtQ7P~yQq9G*da0^V^6?eB{Qy1~WsC=ECr<7&)#r39 z{FJdiB=rre&oOJkcjO#y7xX_X{Jr?iIP7BJ=&W-24e8P(d;T~iSZ#E1yUuL0!CnGG zi1#g1NHvR-7sS|`q*iHmhihVKgkDZgEUuT!MeHlhzB3wV$p+C4uUen8pI9e*vserWtxcbv&&S`>M%`A#r3FBsw8WzL}f=EM`?~ zvJppkzF(&cpnI|2pZV=*P95ngQ#TUG5KtZHQG33p)AuuZ6c=haU0U8MDfbsBNe|kt zEnU2-aWjsGU1k*?|4DRZCP%7s2CqrKvLz?J#p?khc_xf-M|cRG9$=U8wQAe?xf2Hn zzQnU?Qoz(HnPotA56IRpk65vbN6Wh9<%iRpw$uGvO@!DZ*_mm<`!Q7T$u0N-gSr;) z!B^|1i#d;S`xbmHgazLzA+MN9{y3|iJ+k}Wpyrik1rcK3WGjx%nx=vPtX+uumSxgN zUlex-B=8Kuj`LDoFLJ~V%ap>Jf9E=9NCzqNo;H%e+LdrTLF0XV|Ff^&p4b~?!PtMG zS+Pyx9i@{4nLtG*1D6bzA#1Cgx@@NOp+izhflqaY|0#Q#e`iM*@t9irMhvPWoy)9d;=&+e_4%Uuqc5y}Rs=4|dhqZ7HvK9N{Eh664&F_tmr+gylvs!#6zPl~uW!2*s z^Uwh27~_P{3wni+h4(pYL&kZ)r~#ZmUPXN@2XP&4+X)_p16qseS?D=HK?Zy<3<0YE?KIV7L%`(+IDBW z?QqN@9Rns+fz4vsCa2>xASLW;+9OmQocveAdN?>5(pkbW$Q$d^goE7)H3zMnEm9Ju zMrFL0u?2!JR;c&i-ZI_G26}q0=@I6PWN5I8#$+q)Hc)7q@ z9|HXa+={&5vHDXe-){4pgt>gJ&LHb%fy}|llupMm>Fiqaw?W{&kSIM1bt70kW8Y$x z*_MW^_Xv{8FrgXQjC!FpU8XlT4mLa@ys&>V0LgL8YcIA$Q!`DZz#InKi;6-Uka?j zBZ;kBdiH0Y|C&dOjs-g`(4Xt&(4$l4i*G+~!<&Mjp}pVQ3B-@in>lQ*^3x{6PjdWj zn8`j#^vy61C|m-e!>&pFL^1;AN&h-A&Z$EsBy+o(#hUrk2HRK1Ekn}500^qJoiL+b zSvkwaQ@qEbLhAM@)G+6bCbyInpS`41Vw*QL@mPnhKfwR+vSR^QZv(EFMsDt6wZMuZ zi@!#J@iANlDFtNOl0ph4Q;&J`Im^_mGMIx6yU3FRE_3cyQ{rHnD7&h4dvc??k!+T< zUV6uO#0~@3%;Jn0e^Ea_i%Oq`G(M-!+~Mel^PIZ(>X$IhvdB=V-xD!cJXv{j;28H9 z9ETmN)L;!tPtbd3f!oJC5(9Lm-c4Yl^$bwBEG8GFU`2gPIxT!!P5Lp$1 zpE!L2a0l-1Eg3k;Op4Im?;@ zT)zt_)R&G1gv*KemjrT_#sdu)Nm;KUZbHei|b!@&0)w zM|+8KpqBw`dcrqIVfmZq(<7X+u9l~&hXgW>RN7!0RH4AMq2<+q zxj!DZsA!~YYbk+gt}*o3cmO~__JAtjD{FP?U$}fnXlNMZ?(4g+YR0x*VI3MmpCv)n z7H~w6%LosFs*U(rNIo)s)e)Z==dBrkso$j2C02vzx2Z(D?1i;2@aiMI_OkdUz?X}R6_FKAVPM;-cn>ms`w2`wUE=nubMBmA!`e212-ZerdN3hRIYM;fTh#qo zoGVA^lALJs`%5KN<^rP~uZldmK* zE>>zaY#KMq|8T;fs_Wf8lFNh=f={fh#)D#Al>>KSK}m-~ET)tL(2uBzoCG*E`HOd= zFC#JEeGAhvyEeZh|j!FHuk^8>r5IF#y8|2azOHjtq z#^=v$2V`OrY!Zd*Ch2q{(3L)`-NaR6qs{#}E;o0@&WVrW|JVN|T4r`hKC)Eg->0w+ zY(zkuoy=Dlx637s239mG0U zN6r|)$DA9K0PmzDDw`J%HW5bw6ye(N;{8k7VJ|}d+i~C<<60R_Z_@cFb-pveTM`rRiwrA@EBxL zV6R4#G_0EqR>E7C{C$~5y=OD4@-sA2;qwZ5bK5apPM2=gJ0YMm{mufq@n0Hz)kXYT z>fq}s1L>-HLi*-;aLmEU0LTAV`@i)bdt!Asu}tmMLr#7M**=yW6+8csK##j?G<&fX z#28#8N^(#_o@Q7j&`ye3rN`X}j!69{5u5vwKP32i0HY$xDPWm*18LF(D0CZ6_lanF zo>?XrQ_9AOW24=Lv6?bzr)+Y&W>mC-z-jm4D5v%KUx3J&jvpP2w+<&H8_fygN@rh^ zzxG_})3I>c!}g6@gbCNJm@&tiPKQ4)g^n+`J<-nj8qEBadZrsXn=kSQCWyT-~utw0JDDeoqz{Nr9$&oHtm z+O)o+`)pRy^i$!V_!K_oxyF}A>!(ngvi&wZRdOEvtbDm~Jv}26vpjnd&(O;E?5Gea{NH$5Oyk~9qWLZ!z zj?n~fV2zcB)|y;&UmtuU^7PY&ydYt`9hBjxW_vH29|lI45IDm)qie-DDV2 zxt-th14k4{wnX(lRYK!?5G}WyX0qQl_X-(J|J@5ZWHVWj9lL<#hk)$r`Czg@kkIV? zMNJI`Sav^u_MfKC??@cN9E-T7Fe3n83L|jY?&+Qh8RxizNp49jbS9)cqCADdG5Wa% zX-J}$`~85@$rX{U|3p8p4>9bi_5A2wCi(l zq_9~Ntzl(()yIA{3-W`rXYS*JY6#+XV>$EP^~=DF#cffu_C!YiTGBURtMcCv=aSv* zTc3;BNAgf1EroBTuv2NP-IkGRzhIpYX#K2m2&hw`b}sSq9wag`w->}UtQ#2KUnVpg zmZ?}KkH1a>f)Xm7w9mHoD$B5Jy>SWi%$|PFBOX7)On?nPKA23SZ@hpnM=PblU&7ogN5qepLZE6-Rzf0zP=Z?*;=AuiN4?ce%Gpn&DcASO^i=W!WSFtowSu;=P|qobB+%dKRENr4j)qP#Js`156>y z7^!HKvhi)SbMATt@T7;9O3L@yd$>AxuLrkx;%gqKBe9EvS;!V>qjz%7%h29}VEjF41)v=R7a zz_=c0v>a`4jttqPdX_U#D)%*-B^3`(x2w6eCb^NmgWqYz!EJHjL9`{00%Z6dOl`lq zmnXRWDuCK(1|BK(b-0t|-w`)w;ll*0KqHmv^}^jR6iih>qK{QmjxcamDOEZa>m|#* zCV#@=Upg9GR^#^aX-RD|0xiX>w0>-Sx97v-k!cSvXwu9!V(clg`6C-$xHKO1EH~Hj z>>E(z9TwE~r6Menuf@+0`p&&=N?kRiKu^-{eLE)p;867e0))2zsf$4R-tl%&LeFHIOoMOrD4 zV$5pfswuEKB}L^Bv6jwH*k}};M^R-1OF%0HA*Q9*KIR;uHKn!ZHD7Q>7`@wZ7os4^ ztzjtnwEBe*`~FwGLdsaYG{oZgb1y*5a)A|>d zFl-D`f@qN>V5aDMj_6C?-nwkz5K-mWzR|H5iviBz-8h9Q9zR@*uZh4+DjYP9E+tM6 zb93(sLcL@QTw?krC~@ODVf<4#_wa>=_6(2p&Hex{f@$EpQ3TO|W~9QgOJ{-6aLvxW z;aCPdgzr4mYSVRr%>qU8joV64DC&8;bc@1i&7iQi+OhcedU`VGYET5?>Fa;&{-gI_ zk=>*9OnhTF5L;&^866J~kxjVUS8}fpEt~PI2V+I)WJInxT}|aLyu0>Ns%Du;dKez^x>g7B#zC!R z6RIL|r$rQTgO3x(AxYilYag|J$cYrIz)uCnu48A^^dNM|$N4~kFY3?9j4)_|fA-l8 zlSnGt#-B1=ZW8-NobA?~P=d%`K>C4jO)Q02#qMG2$(G))3zu31+S+Jt-;I8}H%F-Y z7cXS2x6qF|^CjF42M5Ri+{L*@e+5=daC9mZeF$;_=GC+e_$d1(Ws8X4?~~};@ZgtJ z(4VDO41lrc19!k?=~9hk7kt2t6HxS>d({aUp?FBBqfcwFmxeISM}|B&F7yWW z>|dcqkdnyC>H~BW{1rA4Zzj5ZZcL1gm=Epw4N4;L!yEYPY8+Ci(z zTG!TID^ltNEcgOh3Bg3w9e|1|qU-iZqasLzC7=VW;qc}a$KtivBBid+JH>QeM2h{5 zQCfghUgUtF^ro$$#aae-XS5^bTpqm;MizvK@S}) zvaaLwu^D^*SaIz612UF4cBU2~aS{M@3C~4C>Oma`BPp5zY$1SCh=en|b9KjW<9IAb? zC@bh4Sh5#ENQVC|zp3|g4Ok`yQ(JkUZUvnA^(3TzLS!ZibQO(im-F0|hqLo-0||5T1` z^Fg`uY=13795d1L4oH7-;iZlNTh{4-{(vZnsExIoQ`MvCXVuY#jeauA^oYV%09+8N zBoGyu68(4t%TcXJ#8GxuKo zU(vjDq!Df0C{*X;>S->r)%VhrK-=dXI))6R@$V#bEsYm4m*68Y)`!YjePJLbDFb5Q z`aNhYrzkD@t3ztZiqez#FNa{}I^M&o0RfM*C>u_Tg4g>!H!ixSz#gC?S{!Jw1Dwda zxGP0E34DCx@i8ypb-7nX0s!h0Xk;m#Q_s!yr(}7q2vy4qPoRw&Ewpa|1P#L#uunx%)xb)$wqWL#9n4{gd+hTm~F?$jCE zTbK2_oj%Y3keTZHGFKxwB4@gp_gec<2b1CXAlYB;LNetQfeJT^r{`ZEZul@JU3?Ce z;G4?IWBR~W1PPY$Xy0uW3QntR8hsl^sji=ctg_;@Y6i2P6?k1%3-AN|Dl7d#^&0XLjheA zvzLo1Ax+6-(2@@~XrF|o6(Hw7%oD_YL-XA9e_B#a^J{ih<#bT}L-$OG0{S7F^t zcuqO3`Y}0~)*K2WUW6H?T_)tS59j$|L514HK9m;s1(`ekjOr0xcc5^sls=(B%0QZ2GT;7|-%Pl&Jgpam8vh881_WYEA`fi#cy#I~?sz9;0y_P>MVI+Qj044NY4)u)xF7K#wpKezvvT zF*)erPD#C73iRg#&^866mk4(HhqIw1C83oqk))3QkV^k*YO+w<*LhytNH2sPU?anh zT?HZgy!BK-bXSDQa|w8?1|nnV@3E-JLTVg8K~JpeHKQHLwYVekejJob8WBLCYDCDb zjcxCx;z#R*(Jmwlx@@`4b)DlkY%*>nP>-p)1cP=_s8j-)5d*SxamCxlBw;GF)rA!! zudI_Ya$jsi_nKhe>WbMdlpeK{w-KW>5hvOK_Yj&YBuh4;E?q6j?0;!`ox1C;8X}x> zm(zEyq58^Vu-gA8z>Of{qsNBBBvq)an8u{~6os-f5Z^6xCeR%-J7jChCJjEoanx*n zoq0h$>F+Pq2{Gf>_<{t2wZ~(QG1KQs=y0wg<-&MGT=kjlQ;C~E@nNq0UM)uY3jy{u zD5iSF!bDPU2i#gHI>C$vkwIQ0JC;m_+5QB!n%h(PAHo3Lhp+h?qSY|Cf)Nq33mDa_Bol^R>%mrJVG#Iyn*pVL;_# zVb*i9UVpR}rF$fI`++k=yzg9Rj>~&Q5AIQ(3oJ`_-{AliBCA*uk?E$V9bRiene?CI zM?>{8TDA(W^XvDI>vRuJbl>Iti8&*NxW@c9iQdp^NA}4m=XAj5>!{GvAvJh!@q?L# zKkdI+h^pUjoSS{&=i0~|9Hug}03lP1kW20oZHhkirYTcR_e3+Rd+FAtJ1J@o@F_L% zB(GsG@j#xg%UtJml>7aZm1eJWN?}zE+(@dcdK?8<;>eZ~FIsSme|53EC|Fz?-gs+K z5Cw0G+Qc$>t(XkrK?o{@9HiY}9T8vkqL9X{>x4`gTc7RUVPfB_Js(EI+5uf~sK9In zPytd*D%FfV*bZ@FMK%23D<5lwL>*+Aab%(2N(FYOJ{S3n(G(bKj|1d*!~@XKopi5D z@$~w|kY#SvF9%vh#z@(WE|ZTjosxJLVXiHTM*ecouu0MeD6;&OyX zn^_^p(e?Pw+K~o>DOyZ1?M28YtT7FlLD~bFn8!s5FeE2J8?`d)i<%^JMIB7l;LZN- zrok4X-)$VVfBx%244H&UGOZMk8_RHn{0Jo4Ebqtf%ie3tCx3Jy4fuTfp)q`dC2YUg zw~QE*;*-(|{C+q4--#wJbGpZQkQ^5|-{a6Z+&tlXeT#P@zdd-x6G_h6(fC28&}6CB zL>isox|bXR!4YDK=5fvbK=aM|!^t4s<50f#ptm(farCE%#G_Okxn#{NMyL~jHV7{8 zuu!Z<$_Ybc=cI2l0Weq5DsV1xv0cvU{FD6I8R;-M+QgSlTVicix5F04zZ1uuLQzTe z_E)g29={Zvx^wNS_@vz_I>kv&_!NY6lw{_p>r$c=Vssp(k#_*udaME>>#QcP(^{gh zAHm^z(EinV!_NV&$H+x9avIgN>J$~7DrcS=!$93CNX2-27FSurwV9aIEbakCNKjJK z(=3|mb4SYv<<}6@1RxxH}R~){g@=1wYWl2Q%nx0kV&FLM5;sZVfRGNdjk6a>qBW5002CG-__hjNZ+LRHXI<__v-YQ*hi5f}(o>oR% z98El|)U)cRwSAyiXpM^WyvAfHb|0;&Wjh@$$mMF6@N6|G=g+z$V5t?s1M?d^oJB~g z5zx#TYqiAB71DMW|2=nC;bl(k<23g$$W^cGUq%TTi@$7(znqrSt>6PsT)YvksYSgJ zDa5YN7wcGoG^q7a_6J+ZQvwMn~@t zU}hQ*x~^7|;~x>!=^lYQqIAjny_@$|MQ7(8E%aQn6@0%66Kp#|30CY~pDeRm*MxQJ zj9_|XNIkl~a%Fx!1D*pmp3BsDLw7r9QvNB-TWG3^xo%ez`vP<=mdqa~eC3@2HFfxw zlO7w`Xh_Ag_F|(hgW#HPAyYwxqq{6WQ^jzEoEeAces{G4DAn|BFL@W>9J*Kih6}DG4laViNCS}#-4g< z9dbyqk46jpv|VuVtL+K9QigSwyyw+GW_0Mkx)QD8bKO?rAtCOB&C;bDM9IO zK|nyHQ@R@|5h)drPC*)E>F%!k?)v-RnLBf5?wuRo=;$!Zw{M>Joaa2}c_{>m3)FJZ zsB1|I5QG&;o^Lp4^{+N*Y9A@Y#~jAegUqjc1_Nyk3rnHj0qa7~8p5SCy4={bzaHq> zR8t1U-mVWT&p{qYF*a`(W|SHh$PKAMB$2=KGVu2sh7Y}48wQcl`X>WulgNzs#qC*7 z4YnN*ARb`-N1l303A zB^$s(%Qv8~+YS~;=HfBB;xVR~LkVcGK-CFk_)X@wj~gZGi*Giq`+BlQ31D+r;)IAv zFRlWS;lo`K7eaPsZ=s1e`gM>Z{TMVIDFv9hmuFM?4j6}|jJS|wHp+&CV5S$`g@Sg@ zznl9F!V*oC@DP^wRVLc^*NAPV^uoz76og1INx>e$7B-Fa@*rs&g)S21#0E)L9A-@N zZrtysdh*SGq{*4dSs1e5 zp|dONy@q|2POQt88&h?=4 z3|MAASrtPp8s>+Rca6U7+vNp`zEr9EPrXeYQ^*(1DmOk9abnU3X7}G@3=PmI^_644 zwW&n8e>7fTfeWFhWz(sh-c~N;+17w`F^OqZm~}@1Ozh@VaHeHvU%y_D)Ba>m3Q>u= zdpq0exzM<}MfRuuX6>@|cH3UE2{59kFkJ75Kd09$N>HVJnPO={yr!=M?NV2q_qnOF z`nHS*F_X> zt;)A@SSgYVXxP+l(s~H=5BTf1^25ZCAKYJiKwS}Z84kAfI)L>v7#grAytYdh$DiZ= z3skNgj`k{VK0jI;L-0ZOoz-6RJv#C^p^3G+lYC!${@d5fnrl*i3a~2emNm0keoC7W z*)#stRJyX&$U%dkgQYGG5e+IqmMzSFn^#;T1+4oOb5G|jA)oEim(J&7|2^PvRcuJq z-_53%r*wt`DhXgZf2~_jw*mE``Qb{fGyy4iW=;+DvYDcuN9zQg#%QTznZe&mCSF|G z4ldWD2RI-OnHEyh#LO^|5BKoR?^+sEy(UOV!Iy(WH@ zT|W^z1}A$UOzd|4rlrbDgpy3|NMsY!b+)iSULcJH=`%_`0T2_<6Kl~i1dVz$hrU7c zUaD0}BaZJMH$xBudY}EUHTJzmo2_Qc%&mr);P`;We(l|Q@>QM_51%ZP;#T#(A;En} zO$5Tum?x5!dOHv@86rW{y=6Usl03-SR7GO-s6yop_lK)ahraIMK`hm_awmOhWA5jH zFyq|+Avj_J9wUw{l*{Pj+3Q7dniwE@L8D%t)u9^#mfPm-*uiw0$a-#b=j~wzy*!}s z0g&{pH!jRJGG(6zkgUn}*Z&^o{#ad6X_8{8uMl_c7&^(kcKzBG-GzGm>!Ngb{<3ag zOgE;L5;B3{Dn9v)tBWf_UOJ`4CMO*FqGdTfMH7}RSv`MJ=pt~FOtChD>kA)GYAgUxFZ$_eLr_TlMyA6 zyx#>zKaq|j%)5idIy><;m3zWs?-qD*h*kC3L3-k7t$Po!-NJCarL{qnv$!g&5)wt} zpAMUpDg|Og8P6I)>0mzjF1kqh?avCpaT@9m0y$GfTc;8GJJEr7`Ok0MpZXD#B~C|t zC}aFIoDhm|rPdR`O z2S|z0R(B4eCr`h3bOU*)3!`O*sNr42J=w9(6Nn+K6wbmR{kx?_PLv9i|c=< zuyzqG4fm465c6(I1i;P#XUcLe3Lbxs~9b|i=ZV02@&fA2!_LUi@i&@e$d zlm|n-q(q@Wy6iW2b2?zAUFt#hqJJir09yotHIJ{?2DDE>?u?-uCJv93@Wn_Nm~sVZ0pau zOZ)dSfHDS{nt_}DXmbEDJ$Q!&n?4&3^1eN;q2f6opc(HxmUJ_5MEOUE56Pq}4S*~3 zP!aenJ^&xPG42^+;z1M=Gt-S=_T7?t@Hpcv>r61@FvTd<0ceU9fexHKZ0@shzZD3U zvmM=K7=8U!^F9wDRe*m^IAgYE@5`@^T{Rz0{df+#fdx2E+#;Y=#4GdChO5?y4x z9Wy6n0NEQuX}z~$4O^Ce>hxlRpx8?Xh1h~EfD9-rVLnv;FS3wyHDx1+l#tO*A*V99 z=G6q}U9vWx=b)8tf(S=VJ+bmqjcRW$JD~IBfl@5aOQursUf+*#?i5Fq;B{LBQj=1I zHvbivFs8ErzgwOC8-q2CGUYu_Vor=X9e=(#!Tsl_nP0!E(!Y4PS$L%x2OM|cFh6{i z&(@R05@LSmkWGOaP*Om}o;E>Fx&f5b5oU8=F9*pbEttoXGj4K*hZXdzQ3XyYxR&AQR&uo5BNM?s31Oh zz2zdcn~Ri}U^CSq1O*0vl&w{Ua?)n>4T2Vupxma!oUR?owAmm;0a%{YzVTLi04Te2 zd`t;|GU>d!uTG*4{oeP=+%qRJzABPQE zrvl`B3*ORMf(plDI=R`ITec_={lu0E_OD z4+^DBtm(dfdGpt&|J))zc)UXV&P&XQjA925~R&joLQVRi0p3Pt(czkZ*=OW z{YSECahAY=u;QR=cO?u>$P5nRsv?~c7JdN5-L4V{$^S6|bhjq38KnOqq+fds(tsTa zSOYvSiBId&r^fB4Cpb}{%5HAZ=U@+{<8ms89Lv17;>t%HL7mN(x6?R{Izi4sSL;L# zk>U$25N%1{WtGjT861oQ4t?^GDF~3us7Dk&$qE3u;11k>`ZLtEz;gtDvS5l;qeka5 z<{*_j=Cm+4CRTUbL#G?3h*p1HIPEO}Y`5a~*mJsriYVR- z9Pn{{DSbOjuMFuwI;+MB`66g;((Qy2w)8Vb`aQYLy&!Bxy5xkmxQuYv*jVL8^M-ci z#--qcPqVO&6tAs{`K#MosGetDmu6NRQ`doLX?Ha&BJXTFbs2Hjgeq7=JouRhlp&^; zG-G+~3afRHqsU4F0_Q(t$0Uu~>@E>FRZzxZ%Vf@V$N;52u{&d$%gc8Bx>wINN1fyV zVy#grtUhnDF3u=YWkm65mY!v2Ei8zo(tb%S^v*W$wLZ$(J`bdhz7A?z;C!suK_!pf zH{!_#d6DB-X~6BemLx)=Dv1YF!lea}1v zX1SU*V0&jRI?{XjNkQhbIpb!ZV{b8DvfuYo;%e|m3`0{G3{x<4<1Q&TOelrRcmx=Y z(1mC#6t3Q^7~uykZK{SRaNJJAZWjURfaiH0-!ln3>`*DkXFrFn<3Y;d($6v_0r3Sx zDsCm#l7041H$l&3rGADcpSeuQf0JY#?-c*pn>)A0Kqx z3pc+{p-7T2q6XD-FW87EYVOgH_r1}#D`{tjQQKG7R+Mj43gT|u5W5~?PCHU9#rO`$ z+*tndD2U_v=vyM$9e+CcgC)_WqvILFn^|xxk%4{p2@NE3&Rn&1bMIX2TCen14kKn= zGA76*KLNMa2E1OMMoU%rs=!N=C|3~v+~hu-+G^fgU|c`v4IWO4P?;ew_FRMOZtkgF z(uCi$yXm=%I2BDTG%bj@5u$`ZxF$#Hv5soJaS!?J5^o&CQ@QCdcwQbhTTF)r6okoY zYhYC_&6Il7|NXSekx(>YW0gg>+Fs8y3_Rj+5C>E1%f#gw`Mn%FY%(^wEgCAFNgp*D z^|9A&Rj|F`j7da$9+I`{u`fGc;&LgOv!SrO;~lP1@vYfchOYc6h7f#uEaSczxJeon zah65z2od%y8_@n5>F%21DfYeDJNV;&joa#dx;>(A5}nAFDm7GS*ObGCMcb`F)%xQS z8*rnJlWGNrJipaf);WSvRh0%^B6E6lxA25A{Gld%(}S?i$K=OhQ!WNc&+O6Au>5vS z{bfGS7u@W8e2wNv`=%Kz9xFrn?q{2ir%G!oi!ps8K4u8$3K{OK22#z*VvUY4E3B$4Nh#m==ot4#mHJUr!k01Lth%7H>h)$hAw_J51T zCN?eJRa@ShnsEX&m@E)i2Jjs5q}OyN_QK>6qMh4*$YXr=F`+38DSgl!I=%U_UqWx1 zq!W9jx+q+-yw72^|1fE3{CqahsDJ8|uvKO|4NUv5S@I|bfJnp8=J_*_3pGNF(d&1YJVYQcgeb41|IKL8ns+BQ*9J5#-)jTF<7Gp z!gyB1Cqh0&~?YZ=YUp^DE+c^k@Ca=*AH9xExshRoE}ecSMy`}3%E2jx)& z=((bjh0t}!&g9FC{U_~da8~B3PI-=X4!24JIZzJMayldzId&oh_|mT4mr62vu68t| zF^6m=7jqvWL-?n^UXoe9$qw zL!(p^%p!mbm+I+_`UEp{H)B5T!cL4b7Z+ z&J2e;*4SXxe&otnKSCIAAFK24k_|}_0}>s=ilh2OUh?pJ_lUGlN>S$)< zeIgK>w;*rTDom1%1>1_76Ii zRP&=VSYt-S-2u->sb>Gncqn`Sd<;T;24+f#CYvacXr$o2cpC`#9ioaaDGP{7Mxc5l z78^#97vxp6Jc9~DgEclXqb#ucYdibQS-hqG!_3=?%R}{C46ARQrO||S(3u!#_$Lt{ zJZSmE-%?9?3hlcLm{}V(o~I>6r<^skteKl40X0?4qAlJx36oojwOoJR#Wdb5f7a=V z$0?E4)e^FZgUM}75%0KoUruQxphFURIEL}TB|WL{=qAcpZpmGz@ z!$a^Q0s<+T7Isyrs&ue*O^_@7!d-azn=4!%OrK7)T;SXRv@bRhmvu=@V&*xgKbBx) z?kQ*I$%V(p6|2UImm*)2mD%tk1{om+y_CD3x!p}2w6sr$j1ufouH7L4BcmF)n02ok z_$don);0Yco+WWVQQX=(J*UYbkcruTDejve@x^Bzw{7Upeim0jfm{LD>S=NOVP0Gh zwM8zMMN(jTy%?g+FBbAX(eyA zMApBmR1~|k$R#782#a9$y(}*K`*x^Es3_0FXYNfL1$GQ(tX{Z0WGOjgp05X`j6L1d zPtDRJYT%=x@-G+;SUXmJoRz+2&{g-V&MCdOnwuFXE*07wbCtukDX(RqoK4IY8rQCfOL~I>c_oxz2D>dWL5~|)Y#>@7 z)I*#reEXW#gLI8{b1kK<{h#W0=bC&^%UiE~potW?nLPVYKl<~<`lSN6h4B&PKnMYv zZd{YYK|^s{UcuDy#K64&irU~L#9BT3&oBW-IYkr!erx_JyCH-+?7JKz&6J*g@8& zRV?v!{m~TeUS>@}z8B9feXsjAZ~8w`GN=XAAYaSgg&(Y}%}&n4 zH{n71D}2y){_130WDq#OojR8!+>O>dgG>X1=@tQESN%p~A-a)@l^8Cq97089n@mEn z<@sX{*|vfg-Gcj(-RmEEGu`^eNFJ%Y)2b60vm#zok}TR@e-W&*sErnoi?kDKLWI(> z$5vLiB|`YYQmU!kX(N5L) z64pJfLkTYB;8pSRNaLpwHWPg)9DK_d@g`C}H~?sFKy)~nLoaG-{E1q1vvZQ>b;c@d zZKB%g>1s}7cReyryF2Ps*em*}j4}WhLZ2`qb(0MyQp7U%lr-s(t!ImgbqV+&!Be>8 zf^Whv$|#`u7zV!Cw9kbaTx_h&Lu9NYC@d9gQJ)Z@umjkf(>BF0R5DB$OQwU7jOwVk)=PEf-iZ?o|-e{t_zif;1MsAfRCD+#TwNo(bsGe3zV`(reKU>+r zI%hrESwC8iF_(}ba+h2JV-x|p;Zd4YS@GK7H>-=#9voNcv5MLeB{2gdSxTLl*DCYw z_(2qykIU`Wi`D$YvWB@4dm-cI5)#dhxMKOTc&y^vdqtKubCXvgv#0I?Dt2Gmb3ZvO23=6L6P0n$yv`7iG+Q<5(Va)dz!R@ zyh_=rsmQaPneIg9x_G`uWjQ`MUSDnh-AZxJvMM~WI=~rp(noK(*6Y0F>w?KE;My?e z>&e=|$X{hMEe7kEg=-bGo(=+_ie=Ewn4-5qkG9Q=`g`~r^UjyvlovfU@EG)QrsBRZ z`#mwL6oq(7hvS4SN+KeQ(jbn9+WU*>(B{RZ0nt`kGy@Pj)TXDsuB&!@!839oygRes zV*T<1hJIz!Gtp|#*~6yR^RraT64#RnC;zHXI0I`UtUa%@|JFVmGT-^D`M_MsQ3Afvb- zaD(cF8=+o|uYTm;%yCt_SXf#iJb380*{F`Ohk5c&YWYbRb zGr!}MpH&?PZ-b=`#*DWzL@X^abv`{7adcQd-tvS6&unb9@->_~w4AO7+m=P{=wCd0 z6Cy7b$nL4tyQUO6si%J_=6|!=dV02~k*Q^OsbLYKp+pAaVi-8Q_5|sgL)HDOE_ZJh zE;PhiDgF1lR*to?>|}Y#E$zgNaGrmG1;(7Tt?q{IlRqvH@v1I)M!+Y&5*2`7PCU{? zbIoYqdfh#3zbaPf0wY`?1YQRtEnC)@kzZ~s*|!nxik7+ruRWq=$#NG*Exjhdc5Hih z%I@cJ3=cgYY;fMp7+?n*erZ)V87fkeS-i(aLw@mP-b>NnHY!a}Y7Z1F=mpF5a+#9i zgtiT@z2)j_*$p+d-i#iix5P?+ay(2i*;K*JXap)QE+S@GNWQ^3o%tAlv(%h&r9u6n z!kYA$b>BiyrbH;sp)MSfEJ1_znWEQw`HD638~}y`Qm^dy1F6CNAOC?L@KAqjMPVu{ zTIrx;r8`|%Yp%4Dhu@|p@KItG9*d{=aX2j_^?cjm${Gsr9 z7r1LO^0^ve|6jQ!n2XHUv`;AtceAd-(Gw)g@oP40$6Sj>jtV97Hx$}+mj4W#T%7Hk zYoDlmGhQ&i%ynlP<}UKK-W|)Fb?}AyTq~w*JXKM!g8EGTnVM?ePd)*}(jk0lJ-d5t zss-9%Pr*ID7(s8(gzg1Sx=;^%t+`)gUUKTNAu}~9$yQUd!Px!5+SWB>wKf|>OuV7* z=RLQN7)i#32QQ!VUZ|~dU^br=uW3V7KJ7ZXmM{G$P$1A)u!xDbB-Riz1OS!2O~A;q zr64&yNL51EB=VNg$@KC&EzuyBEO1yUjO7$TUddOCRT#N zaxZTAND5*7FP3(Y0FllH6)V=bv}_pdJgg~i7&54*@k858$6~Zr*j8U;Z>q)>8%Z8- z=e2Phi>A_j8aHNhGthW{RHAAIyZu{C3#QWpvClQ;D*XwXb0_?YMw|fXF?BtX65Gko zBBYV>p=RWL(#zG6kvvIg4htRhB1{9pkJk&7>%G&qpz5=5c{BPI>g?C#=oDL}E2~1m z+tN=w!eOUA|MTE2h7h>G%h+)8>&fv#t5{A`rS{z8TeCe5h0%x?sq1dXR{SG;TGIKi zK(xM&ks0onkN>JzDfm>Ojv^J@4;8OWH+OfM#@^}e53_IY%Io-65VhVc z>8X5H_{n9TR+ieIfE|B+Tf4u^;lp-W>0j--z}WFq!;Z9&cG!uDnb_t9bogR6ea+on z^!g&(Dx>*wywv^HOW}^DvWo?DzFYR;ZEcz56E1AUGF;1e6D zA4iwv0JP4%NV@lRw3R{As-3!==G4?q{~49V_yRy&;D6qIDpY>ctnX11b+vLpbv67( zjrs6^yfo}d`#{Bue%<3&W5<`Irp-<8Os`v^{Vt3~vGQpzfs5^=rc=gdhfb2ytLvoJ zUSY700jwyV2Xo)xN^II)=p#)d*fl8BS$Vu~b5@DhR<1NFq^cwOnUnb?G`(X+)c4}c zs%OTj;ozkmeAjPh_Us4C^3%(G&|7yMrp5tiUlf2jmcJ^?tP-LL>w2x~0 z48928yoh>>D4ZJNl-AqM$4@M;tXviQ(S-y6%giQxTq#ojj3S`d#`Tdxd=Sxf*_0`z z=BqqA*-G(0(cM3mt>5(n1Do652#<>M!d0~Ow4FY=n7EwIToPNwnzR3nyAw6%*>hQU zwfK=kR5=!`X~=hC+VT@_*hsz@^qq+%PwF;$SCp{31ElYMgl>@-a zIlSgw`4}_*7mb*&n?A1Y_OBaeInpPA+gvER4b05GoUQ+n@<1H&J--n6iVgwup0BZm z2H06_1$n<95JES3X$ehMcWj&&!S*3w%{vt|=CF{o@bC>z3A^@mNgtNi)p;*spp@O1 zodV}+&7O=wc==k0@@2ka?TYsYq@?kOiOD5ieEhvars3)w>&1m$d!==z(KO7=&vjoc-GYW{ z#k?4ifGh;E5g=E(qq(EVl>F$_NEzTW+IEj7=rsvyIrSg{XJ3M-|OtrJ$mmHn3_38M*l46SYUJ=^#2Pi+`17IxjUYr1s`ovL9 z8Kw-$RQaaHvBj-ir3x~e`U*2ULx)Xcz1lofl{wOia)V)^j)$R1M2t51#U!4HAr+Sa z8z%O*o&W_-2TAxTQ`vj7Y>)#iPmWje%&7MhdIV( z7y&#&vT!J?eIdzqoTOcxEZA**w5*LmwQzuPem%H&K0pA*#X_C?pP#nrIhTMn3;g>R z+D^-(ZrcV>-Ibu!31C(M$a%Arqh2=)T-KI)rCu8F;s7CF)5P&mTXrLcYy>C@=*rLN z_Hm?HGIq8bz4qHm#TvQR?<)n@Go&j4;7P!}iOPRzX5Y`U1Yjj4@0;P2*Egq;RP>hi zr;1iz#yi~yTVro)8|Lt@k+ZiE^h=7rD{L2e*0(RQ>gHI~Z>sjJv#@$;ODD(f2m#s2 zpAC!GE(GvAOb*^Q;8M!o9*{IDw+M~vhu71FiwztnQeO8O11<(=Y!OjO?F?`j90Uk| z{ITZkdCha=JMR^i7_Ctx6PC!fuVi!n{U@+G>m@A3trIT*p#F&kx4w_6pcs_@K>~Qd z2@@h$_vHGGFSuWh=bMlh{O?v2YG7ZUw4;`C1_MJ+ol`+CK*d49<4es~4fKc{!O~LM zurA7J#`=n6Kn(kc`(zi?`vl?1|cll z|2eUh>YUJDXWOulj~6^8R~|uTZFUiIK%h;)A1YFDB^>V@1Vj|Gr|uzAK)>ei2V0c zhyymjzL5`w6oAx`PbY$Lg?PSm0jLi7{NH>`*!&WrYP;Kd>j#fHK0c%4e^gK!rloXX2!) zHvY`mdUYUu{%VE)4V9u|7}cH9@3dNPU41C3Bci1KghfeFilKPxpb>-9ppYt00qb|S z9@_wM1dyKWjQUOqJ}H6s;W^#>X&Yy)FDo0v4T%>#jB(EY)_1ydL>(^s9s2n_%;Ygu z=oWl2+7q@U8MTkfF$`1?)yb#mj=G4lzbEu*`e+t~x0b-wdj_av+IV`lde|_h* z=lQ0ToQX&cP}E{zSxytdZjn!GzGB+cL53~AD9iL;Z}>;wMU5aqgQfl2e{&FaFMQ@& z!2J4KvK*FMo{H}+Pgo~od1gBgkFh@7#0AIiS1C!wZv!;+Byml1qN220);mnq|FhQ- zrT+?hka%8@WdYu&8MYeD_OoB_XMV;s5E)z}VL^s8Saht}x&_Nb|iA2%Eg zmGaQAGzWICR+l)~61F33?T;bPoEOhk{)%7=@@l`m!GEt%9(bm|n8&tCMNX}2faa`mPTlvksM zByV0yKU*(Dxn{siFhqlfiX3l0z+I z2D9yYQhMtoJ|djNS`nCLHS+eOB&**OuIkOJe6FBPc&PCAj2|Yda9HlJ^@j6L&Mg-q zkUDQc8LLle4Q`*qdh_6omKo6+$DP4;C`75M4s&bg(fb-#XyPTk<;HS=`DRYmQ3XLD zH6F&|r5_&Z1-UdA?#5$?An$Fbwt@G0^E+JidAji{PGu{icq5dIUr;>F zKaw}kD5xj((A?Y~v`>O%IjEv+pKP|7Bkn(*u^Md3bja#g6*)33e)1 z%*65jJtxU_YhKJiaY}R25DC1l#U+vi&Yy5-(JG2G7HBi0FaD?g-aFlJnYTT!SaE|A zr8Eoes6uUA!CDFy!ffO8Gc|~-4?QcB9ga)WjpTk5DU^;wayXa`4gonDXso3)B z0eaBcu7eKBkd-6RsN0>KH;5&0X@T}5KDG7Xkkfmzq6KKt7_!xjMr#XWuA^R8_m+Jr z@KuUdW7_WX8KX(yEnR)-JoWXX!SyB9mgpy;o@)D3T-0E!g{M?}PA+j}lX*x%RD2HI zvvDx&dyK0_cVI-LE)1#2KH@Nk-@aRL=&EE;)4bM}xVoE0Jzw7*6ZIS{i1tbrHH6u? zMSGw4*%fNDlSG87k>)`c9p#*ni>X|O(hYY7CEZ16T)~VjPCoNdIYk38Lkv6LHWI%r`Biwh2geT$r>GU{Y_5BXc4C*^gV z0|_wd$!7Kf1+0_&q<$05qH}MlfyN|jMq*KbXu+I+B*eGzxxd)RWnt!hBMh zl!s@i@qmSdvA&ht&Wqd?^1okHX-!@I4b!F?a!0?=EKJ1={ohtp*wPbq9_ggfLRD~B zTU0Hth-jD#;R{R1y%B4Hm#EHH!xdQeTc5islJu+E5s@0B#7xPT`kB?BW(|P#GKeDG z3)YLGKR(ZalX$g>Z#jW=ocLif)W8hwKDxbbN9w%sJ=0~72 zHDi9@cw1zWX90bJ4z{o!n|N&s7`4^7dkLU2Q{GoIq@)) z)36q8_Vl`)jdTP)U6x~;bYEgf+ly$_^giS{7=2dp(RcsDYX&xY{R4$diU(1J`NeQL z>g`W+abk#BqZyl5IY)0-k1rf%JW{q3&$eS@s4NEDfVb7cEJ=(5`6!$yt+caZbQ3q z!Re^^yZJL>cyF?tV<+@b_I;OIw_&xAVNPQ0w-H!)k>;D4qgPo!S1FRs_HzP$lkzQG zbkbaocM$RMqQn*9#`VUC{VufbwaZ>Do#zP_EKZj8CrUO%+2BxXXuTg)n}yh~3nCwq%;M~BAR0o`gM zUYP%*Ty?In8z^TZD(x~XTJ)B2JCz~82kf&4V4rm(_Zc14Qb5;+jKo+W7o!*<-^yaN z)h@#J*H~__(O11AH0C>w*31xd9fwuwe;qip66j~ZBhp2KuKI(6Iv7mrBX;rHxN?mc zIV?U?&`I#m@L80U(eZdk-$-C-Aa$3nWWoST`ZwDS8qWY6eMRvt{#!!_0SazxA|BOM zew0LrWst^06QZo;4bUHSaM2f2BJExF*a&mpM`68NDb4m_h7sBBX5&FW0ywdFEN$<< zGi91<(?R(>a6$ey!SJqQS~#Q>!e({77@ZJ-yw?Zeg$RWFzxG=GH=UdRe;>=D5n>k7 z$7=h4|26lF zZdr6IWeNuouOhF6xBlp2Z_+SQ0wDQIzw?*Cr7MCUq6+a`dU)ZmwWbTY7A@MLZzeMc zCbI01p57w{>^A9=gp8_$+XLw^EwduT#~&kIQQjA{?*RI`u^k$A6#>}%kgN>kZ9PNc z%PWmM2ujsgq}FNxI+UMLG{%Z(LkA(Zmmm5X$o)YeP%a9b#mDc>lzo&xCuCq6S1fbh zlmKub&z`IKp$5U`aw4+N$qx{IW`HGT;P=yOkA*P@fwcIkHI-l$em1Yn1mE)(V|LD- znF7FEC#6MEnlLPlUX1z!QSus3kyH^VOi8PdTbp68xcIHooyA5&m>J z(fQ-k7UuK5qZ6!a0F?x|B4ZHi>UQC>zBDGo91Gz={6*z7U`JB;&$cH%`)}Be9a#JkGrujKRzHptAyql1E6^ z0(y{yaJzh-*m|N=M|h#j8*R(o3{nds{}mI?t`y(wIoxD{gR4AN=ga(1AK;B|BIVhK zd<1i=@!P%-24&}PXr_(9T=KNx=P8-5854ZD1i^a?xq$8zBi=P?kO(GhL`&jB4<3%!W0V z6;#p$Ap;aX{E&sw`#U)rPMoBu5}e2E;h+gI$R?;}Sk9YCT4pfF`jX86bjSfw4F!ND z+8C?z77m4~*N*{luZRs9$`Ho2SmitnTkCm!O#;3r`7sEZz=Kn2_x>4TWV$2}ad&_j z{`T9ANe#v)v&y6@ol93`KJ7-JGsMUjhs)=wwJm&ZFa40G7TyS;)qZ5K9`F+m)65-~ zW5`U^dzY`1!Vqk#V>nF*zFP3#S0{FT28+Y5B!OvIp_aYiMP&C+&a`i!!9ym<(O{w* zKH?|E4y2Y_Rh7U4^%Gz(dPOHD^)x)`FgGPdmxxZW;?e_3K__d{YUY=upxvAr;NBX) z?MuIPdO!`$Dfd5b?42>m>E_zkUYBheJgDn?bFfYVc9usMqFN2|9hPIFATpNvC^OiU zG-~>t{4|NaB1OQJPz@dk>3PwSKm-#9wp7P74m2@HMvd21xoP(jVE3;h!+^o4B|v_H zQ(RN#g$+6D)HG9UbzgbMC(PwIf**ez1VES#zU=Z=9b=D8oxyn#F}CtD%F-2*CV~GA D5K&J_ delta 50731 zcmZ6z1yoeu8!kMkSRf?`BGMt4oEH67z^ESXL!$;=H-%eYukwN0BS=lIh?<7gHaDkH~|Fu?JlG#kjjlIfeM7 zruH{2_I^irBVo^|=+*4i%wan8L@ihU%2~@`@IXge6Tyd%z`!V2H(`R83zj$ig$P?^V!=F7CC2mJi}ny!VOQ}SIZ$<@s(g{zM2qEY{Q;ubw;7f&!8#VqcAIKs1_G-RnWAfVMh zk5<>T!od!*HD8oY7{(*mvvp7nsf6baS(c9r;)D0SDK{t_S$I`8q^bDdXmL2Gev;cc z0_Qqv#j<@)9#L=wox%}S9IgKbvwKaHhX(VpEQP1_y^U91km-uBwyMH!Bs%qu&&+Ao zy7AxClb-~mFCh_6OW|w!H_X~QBH(y17zAb%CXp2(E_uoH338tI>eg1Q2}Q9Y&#nI^ zYYxT_mdE{7KPTfl9+aCtdVC*oMQSSNta-j&`f0P49#lvxt@OxA1 zXaCk~_ov+Z{@uX-4v}2>I8#66bEAf0=zJeqZ&bv-9|rTF13#SzxsH8`FGwGb{Rga- zf*w^rwENrHYsoo6oEiH=@4Ml5F8-I#PakeHWLf&7F)ISRY-b0(yoNoj^zO^pC$4t& z_J-{$=c22(>?FRvQ2qLUrm8Fhf8r7x2lfnd`)@s0!=nkoXiNN-T1oMeOr;lZp@jm_ zAKoH1^F~%@eY6Oo1}~=OJwe;Q^~C0nJ!Sa6NRj{dVUJ!%!(qv`+y?`fw@O&ul`J{2 zbCEntP&$I$)yf-^5z|iV>vgQr&1-w4I08B9vzd*b#te={e!Dg2O*NN#74v*Rk4E{p z>Jk18Ee1O7b4ovx@8>aKwvKF3N|rV+RwUHEl?O1cu9Z)J-g_abD|)&!VBV7?=Dug$ ze+^?}-uaZ2lzg58YfcE!9n}%Xm=6s5O)NR3fiA14^0U7^XMe%3GWRslx?etCD@QI~ zX1deHk~}D|#%_G5G|zISe>u^4%5{Iz8A*5Lo~(gwO-9lNc!0630p_-nla=JQ!m2tj z<+_x(?z!$BpV<~9tBGCa^-u*oVt4S4`6Y>yMhVh$9YTDLaGRR5qgCYlE2Jj#NcFR} zM*Ohru%hxYL$|6L5C zgc+o=V70Q~OrbBDyv!uJ4gBuG!S}+*+@&PCL>e#{MRB*q}co8_&y z^GE$vrq{u1y1EX>M7LP5(WX@-7aews=4|fXq=7`g0LuMXeyd}e-9L?M>uYaBa5D6mp9z@#5Bi@U_!S;;=il4LyQ6JCRhbR3Zu2(`|S@-#6Zf-8Cy8wx+ zB~=k%wgCJ49=k!i$JfZYE#eRSA!E;hk6X?RR1?Jw8NP94?ga zhZRU;mi=eh!oK-oPlVdoam%wp4Rn;93|t{?BhlwQd$ne>@_LH(`}9>J%##z2@GdZP z0(!qj)T4h&V(j@cIv#qLe6yYiL03NeC7UdBwYM;7pE}ncdnAwESw3{2YcG8%LI@1| zlEUT68*-epOuKZ_)GNA~}?}`qaLsK8m*~&VS7+9KUC*OmqUIh8Cgnpm+6=`rnA4Top z6t`f~>g(e?xinq@0qw#OLq29h;EsN4aKjO+Qn-p0{}M3fW1scviJDU=4QA!vEphyd zJo(d+%cHaCQmK3)GrF{-gdquE&d;LQG5o^B;_T5CFYocRafd#9 zCKr?uzO30wK6=%>^%f+(n!ciiq(yoSv{4R9M z*?~c=2oYH3V+T6zmQ-#71B0#YlauP>uzaYZqJqaYI#+^!8Dn&`@I>A1`er<_%bCc% zv&|uP`7i7yQ;z5gJCEIVMfdacn)8FDI-=L?bX#M*A7#=Pd?=|Ms|>Zg(pM`zBpoir zM|V8Rhoiu3;Ow~tP4EF*=>jl;+JgyT4rMLc%7f;+DGM68+H97&rBzjr#UXKVA)W?o-G*M|?QE6Rd#0j^^&DEyAJ0AT+ zZAzTqt2>V6QDFBCKznGcrd!i!3^3gmL=@j|Hly%+ZpF5Bv*aNS_4#7?WJf8m@Z(=J z5PP^giE2)CCZehessf+w?QM_%z~8g-n|Y(7qbL+-s8+dkjy{Eo7EbGYku$DnVCk<`q0=OTllXprq`lPAte^Rn!6~ zYLuE{W^BUc@24IFVMn3(L3hX2vCK;jq*4Y*3J{3<6UR6p7@0kd67dI63kI`O??m7H zonAAI5OnVzirB6I)?If01H(Xu+GBcc3~9fv zAdI3hFv5EqF*A$rsw+Z_I9wcr{|UEQ`Wi*)FI#-)^oasCGcwb0Q<1Lu7w@$%Q%iHt zjh|-1)dYPOF8ZNRz&hZDwv&u$;|GA81%i#_R|H1I%sOv{YsIBR(YNjC6{J$4{_Ho zJcYul)d&C75&JYNsa=>Z6wFx|Zf-^ZaNLT+9t1*#<&8nd$+-h3>@!zC{=IW0Rdz0g zu(Due)iKUMkn+}OP<8}AN@^;ELWsKsgpl=`eIptIY#LVJbZz_kBY`y?Cp=mrQ@bM_ zWBlP!?l%&DzRz(mR5xFrDX%?#r8;1Acm(n<~c*dV~z-)XTLB6Kde%z&AjWYT?`f?tdJ{lF0qR>Yt+F>J~jaaxy8jtGnCsv^~l?6b%B8gao%*F~C>Q{|{jOhp%XL-*0ow z_#~fdGwPQ)>ZB>>c^Ob5gg@eem>b5blh*eQ)vu|Xp;C`5SS|Ka5`XO`>GjZt`ZXs> zc~up=R0eqI!4w||Y~teosEgMA{remmdMx4>)5+DjjXBGHhLc`))q$T-^hmMzzJqPD0EyCgacc!3`<`<0u_o@VDxf_Tw2O%CE_URxz)HZ#cP}H z*!WxggYMs}s_tp!ni(Vr9&5C|a)BNVcM@QCa;LKyq$jsM5(08_@Q>`C505DcPoKKO zKsrn)$jBX8h01E)V-1~H4H){k?vpH5Ll8&;*U0=OPTJ~3&pU6QN(8s(@T+yABV3UI zNRQI3UDNiG1UT+c%j_e+$5{}~uC@a?#_un`G(AegG2lBVVVEzKH@C(4m)*Z5FQcs1 ztN{ux)*j86$EU+$NDz;wRR&5m!I@jzLbkRxHf^>5`Y!z5+Za@^aB|w)*yv@=9-EpH z7Zr_^HJGw0t==c;$6_8+chZO97O+UYe@tPR_-{RqKQQh7;A-QiyKC{8Yk&XB@Ua=8&bJ;xEuQY~25Oe; zagxA3g3PNU9ooEA3NXvz@jgoaWb%R-fy?*-^`oQlqlVAz7jeIw?%zcG5p#H!qivc_ zMpio3;Z8m?JRB_==&q}iqkZY4mZc@85};+LkGoZfh;Lb5mvjMOCstWwVUiHI+tfIr zF^C0?b-ZlF-`gNDBnf|ofNGvLTWUjxcIv`u$W)`?VS3C9Wzo4+MlcXebOjxs=%nS2 zzN+LWKU0V+I`%xJ@@AZLy6;D^^G@^HQ;G9ut*X`g)U_w2+`b;qTr8y+C90ema_J(2 z(epxH*J|8pn*J5-hhcH9_raqD)vXSYNqMw}n$IA5T83XzemvCFH{8$SSd7lbVv-*3 zFMl`QnW#`dKQ;CcymcCA$%;Jr%f~O#zPobhS3EHRi`YmHjo;qO`BB;EmR zOp1Du=)>1TX<&4ZRgNcK%%hFsH*xr#i2W0O_3Eu%?v{89)gw}J>qWn43RdWhVsjnU2Ut(7h2!i* zSl&0TvFo2AkJ6v*S-w{e&D+Yy=z1pW5Gy8<|0XU$htc;)Y&UK9cis*? zO<3SlY1f`MtZV3SV=H@oENrF=rl$n3om}z;h>)Cz9CRnedjk!tQ?nKevYpHf$8m8`z7(o z9?_0809?jJnD?g|1qLN6cBn6$Muuy?)Q4rwQ<$Y=?A0GLkKX#y<6W{n zYXyP(>O0hyp?+^1?qeJ*98XjhQg&Qvv!Ch61eF%U08?L$1t-;Qv*)DdbWgw;KQ`8Z zKkbTI=O6F108m^^P@~Mz^x~J7NsAqyX8bSj(}~4q_-Y>yJ41h+K~me|ewV=brnpye zQRbhZ#+GuZuOVHVimIof8;KBjFRc*0N*cXTS+!h}FSJA3FEw=nQf9&q@rSSsbv~8| znu(>ih_k$me66V(9^d~>_T7eH%zX+|0c!dozA*&~@0|VK9ro4jl}DTd8i(HlM=lC3 zmp+8x(54=K@}*R%bl;tu!&0%6q$-KeGQ38&4<{!L*K?vpQai}+rp7Uk4q!qW1k=ML z^)e!HVBrJknOT+m(K{JN6j#8DY7*erlYukF)a_+}KTKJ^ILvP|-jBKe$yn9siU0*e zO{6M_Wv%dUFwpq>ny}iB37KaY>x*vmf zFog&x1cF+K*Fmid+%iB1z%G#eUEXd=G0x4%2jRbyKkIV|h%8FQs+sy++2hXS2l^0^S~sQ*UVw-vlmnhfru)kOshqM9h!FS9)UPCveHXok z1pfOm({tHh;?P{M?FeHNJ09^mY-ECnEfR`2O-|J~M>A9#iJ7s9UsWEIau4gl-fV9P zc8kvE^6CWZ^1TKS$7(H%%)PH9d%%bVG=u~{RP34Yz@aF_6`dq?%R9w-q6H+ZkM&wnap_Pp{@HtG(w35DO$D@|F0 z;?)hX@sQV9To1_NiP@?Fo`1wt4A>aE8Cnp5aJD#meRX#i7mKRUfqk{(gUR~!H()y? zk8mx71%$_*^ET^YKuJffh49Xwtz9wIfxUkdoa$r|;&>kz`lToX3mTJ}^>zQBV77VB z_RQ)I@Jg>AFWwQ-Vd8f$1SLBCs=`AB{%UnVm{tyMZ^@W^f5flJ5pI5Hx4kDuk5Wn7 zBtq=`{BnM@HBw9ZD6IX>?bKj2g%*ZaGgV+5Asxenfl=j0fG;sHV(8f_aDA(OW^78X z0}A}Q^G}6-6Lj{w`X3Ui3kZg=Y4v)3jsJ%SBmI%@3|ZD7PggN|#c1QyRgJIvJOcq} zZ*BkhV+i*nR7RJXAE+l0&HHkZzZSuweMi^RXRCF2@P>zZ6P9^5| zhu^+qKFRRMcU!+Ka%=k|U=6{CCjda_>Uj;8wNp^2j@xnSPwjqjo(?|q2#B{Cp`&}| zM2x_sBfvZQd?K%w@BoOJd?rSv^m%*L2V&390a2ycjR3SAA?7g(j^fI8a=}KDa;nc< zsHEC=$|pCFilF?B<(FnjSnvG!dDt3ODpAz(F%r62|X&`cS2 z#6eg4RQKMegm&9=5KHe!xb33!_MyH0Q6x7NGdCj|?DyRt6v`O{??OEks?kMyQ&sl+86)veZ4}<= z#sdy7C)J% zB3bWSUNP^1_>eL8nP~sxBm+zPLb)0?-b~ew_}|q@z0o&ff%376nMF?Ae{vO=ln6>5 z$v|z)ocC;En`0SNiGqzQ=r6z=Q`A2uD)K!~xKYvg_1(?D*;TP>4^Lz^H75=|a+sPK znwviK>Y?X$?u-ppik)h#dF(v2m3Q5qo&Fm>V6~nMO9NIb>z9IR%;5SERePDVhRoBK zQLF@bB@aI()i~_g)@{lic+SS&ONIP99pRXba)HaaN~v-|@-dYWl#r+^DVfvc7ZegA zAL2MX>r5|a(h^l2ARr_}ieLb9@ha#GD2qGxPeA}2(RA~-ehB##u^fwElF#(iOCDbJBt#N zq~@!&H;M#=H^DjoXdyDw^b! zXiAs~Fv@wItRc}_x8|c$kYfc@?{Rg14=s#%qBrk@-l`vaO`#Ldz?O8BV1AMTuruJ%WXncK6Thy1OwVcBGbeHE zuO(p%V8d#nZ+J7#23Lc;!tg^eVRO${MN}`k zMHZg6-oXr!<9uFzuu-&bs{v(WK)p=s1q)n(X>UAqzbUN7ZtjCl;1b%2u+KpbN~_rm z1)7SB^$N+rTPgHYGZ14r$>m<#CD6g|?Q_9V27O=@;1kdjg=ugwx??)?KNuYGtGT6< zAK8Oqp9?wH5+!DapOP%TJ{Nn}E^=13LW02u5{?3=(B6dI?aF;#*oaax z1Eof7cgOi1%Ot_akCl_awr+9G4}BDy%LU=(Pk-*T&1H^d{?V)7i}a!g@@E&lo}_4z z=|NZ*N7w$Q5WgDx1DDZP0Z;#Bdx`kbR$nFRtOP|J@7cOj)50h_3A*-a^zrN{NS@W# ze|l<4SBrC$#uC#%?<(;iO9TdM+TFLPL^DON$rx^c8;#Z zHgQ(>lU;4DNnf>z?XP;ck5Jk<+Vj(H=H@LK8%n2mn#o|fznj79dzkCNa$6m8%#mpW zv4`kzPA|JMH`m;6wHwJ927Pwi-F){IOKUaw99iFRMDPEDCOnr*T$xmDd3$%c^9lO273YE z6;#%A?P*+8;4H_JvV$BG4cA;E`P-?WkS}q#AI;1{P+(Y`SgDi5md_ojvXs70r2hmj z-PiihsNo;&MzUn21qV0O&QfoXqZpkd%GSUv!+W_yImt{!vxk%;bLZ9{(DpL*b`Om1 zJr~}zB$%!F^w!Es*~=-^{X_Eu&sB4WbrF@rnNoRmi+hN+p5R{Kn;Tp?&pB8#@jFB! z#UgTa?5;)^G8`(^5AK9aNt@z^-{JdRck-LNMs&Cb>^B?rIv!MGE(RnHs;;wfwK~Fx zno0sKFPE;;)80Y5Up-owLr!d|Sg$Z?|CZ43mB&nD>J{s*Laipx6V>TIVlvEtaa^l* zCfzI1U{@jQnUNMFce9>Wo-y=?2N80QmeKUvfskGN&%$2z#P#jwhZBZcphw`syT%z3 z^ii;}_8(1xbkh-GcNJ`jP zYE3Nh6RgC>!MJyXuyLa2?K*_v2nyB2Pp zn5Wk^hw4BAbG>_cksd)p0M4mQy011K&kj^`Za+IWm*J_dOO}zfs-dtpqiSk3a{+=* zl8!ilYjXku3UE<79)Hto*0l=+HG^M-xi0!u`I~$(s`#j@hWlJC7J>WyF%Sm81R&oEMCU%4v(mDwY+cBbBZ?n zrwsC7Q6j!6`tS7B^z^|l&GXNDJh@((3Q17byJ z_Q-089K*7f1-zGpb7ru|pzd%~!eis`oN_Jvl7U|fq)go5ptjxdTA4gg^iyCb;aYP)T^ETI-CJmOa9L-K zjj;!+qa4@h@26ourNQytFbT@V(&qN2l@36>W6#?s`bUTvGo1f zE-Ep;0upXAG6Oa@LL3%AekVddv}RBZ&)hRUc6wTCrFd<~sLr=rv8kHz3Ezy&^pe;B zu0(N%FlJre@>jrHCeiu7`R(airlwEmqdlQ;N0ZEObtrTCXO}JT?1)B#98Q0Xw`7fj zWOLr4s<;Dc93q~%Tv-^OUPP+H8D1Q|P2Mj&ZFH6R!=?aI*yJr7zPK)A|bP ze^`!hu&|0xwUH7KyeGmt6wv2>{TGn=1$h8eg(T+VgVr<;>^S#lIaZa2D0#uwvD0&= zE6lqN%a8xm$|lPf>)P`Y<5pR7*IyPPC6TCZo0v!_UC@v{rUTloIzZALW)0X`T_x?; z=ZOk9Bjv@llHyQR3y|1)EnUY=CirrP`jRe2>bDVoAXkxmj&kN6mmKhG1FA?9>zUXFuqDsd!?V%{3ZzTSjE!;gktov-OTwlrPxsRIzFVyR#*$ZcnuIz>S6N)YC9HAa;pvWX*CI08R>!T6!I&!2ba<900(V zhvhC;_ecGttGtf)gJwYy`H@vQ-eXh8`1m77-=*Il6!5M$M_MArK56AH9n=P-2#}?J&7q$Tqe#kkOZZro-`oPwXU0+-xKRh8Bfi; zGejF74V^V4)W>V;`gK&;9^cC;UG*GPPk-bu3s3`_!<&~T%zG>dksO<< z0JP5fZr`4A*0@~+fTc~YY&UMx|Jd-OC!G$VZP?DjyioyDP)WapgtDn5U{sG9sG18ZJGf(d*CBLz(99Gi>fzi_Xc1XU}01D7d-SqH>1tl zwgE^KEhCD~x(T>t*Vi%2Td)s+E>arVrGw6`%lYsdE58)18hs{yjpUumP3{KeO- zH;fOqi|WzP7PYK?ATpAfrK!triX4n$(vAP)eu)2R=BgV|l6Xy92sjuP4q0*?YR8sh zCeomBO}mZzSR#k5up+jFp1H4g$?CPoG-wm;EbYm?fB|AOiWLd&6vSsjZMKvla%p{k zoT|bLK{kL9`37~_JAWgFEGTZ1P6+3P z)LhClKNE) z@f1H8Rc8=`Lj}LC>Xl^}Ah~NPz06_4lIdi;abkchZsZv>9?*SXb6jH`>`^?5$IvBTJ2BV-jnSAkv3q?U{m(1*;-;&EtRb9$p)Pj^R} z{Y%VynB74(`rV!Jsdw^%zE(ir4MO|_$bqUv5X5Z`)_V}30(w@IhNlv%R$AG3nj8g{edAfeq(9V>t1=AMC`1?(){I7M9)mGSJxpeWU0U~(Gtxo0v zO)CG9nb)6fJlzkS9{l%M%=MqW`SVNMTC-PauUUu&2Wxet1RmQmja%mPSRF3{!M@_g zn&eU7{Qh!Qvf2?X2$Uff)cA9oJy3m4HU_L{+qweb7lwRm-EOj6?>1B&P%+cT_E*HC zqEOtCW!%pI36s%wWBgim3>1vhdXpYyk>w0+p8vj$rt$$VPTQqClNX)H*S?DsRe>-o~qhW1Y$=F_M z?Zdfw3WOc~q7upx@53LA@V#SAx|t&&T;y5t@~9YKA^BxTMnE_{lz{H?_j*S-wu)&-8*xWr}j5JG?lNGX^F1fE? z3jNpVX(+SL1x+ljxuSeq2a$W;!Kq5@m+U;MYyx#HZ@K=nUDL)sDy-9m@yozXo~C91DOmC8 z#_ou5)@5QMBk0r-4kX-?Mo?TT{r*|)2LD_$qf02^mw2LOu`632e>Q&OgQsS=cKn8; zhTYd|maGg$y$=3K8y~hmyF^XgD*iNqsZjOn0ujtx`)OXbTo99Rsb#v}O$llvcXSR< zVLsi{p0irOd3rvnas}LAagKfR<87#0^!8U*jfZso?$_sUgzG+ti`3-6u~xJje!kZd{1^f|_)>215W=FDTf3f@N;dQn0RGgV73UxA%7x zZ0IlqG@6!x|9S@PK2uD_Q^4OY0qHXk=$n!jo&kX6Fh;DxTVB(`16g0r2eq2}9qGe0 z9FIl&#mW&$ou zau%bdl~g;e^GZDoP`@<9pbpX((LiMQ(JWy>%&q&5HW0_(q`Ft}Q46#vAdk0{4?)xdzs3_Q zg7O+M2ejJ!Lf|svCFb#Z&DqyKHVR#qOEWWNzl8=(NyBnmz$LCl*Wj?hGlr~OuB@hu z@c!b5EZ^#66)1&{3$$M!sfv|@bsf?jy01Cq?RbCu0ZK=oNNg~ zh|El^a{i)owx~B1L;p?sU%%PzdIA06z*lFGE971q?2%op=or!Zu9Q!U7(5s@qnw(@PP(mF^DJCKpNb^96Ac?uAr-e?g0uZGScmYi1@r{$CCSi>1FViPQCG`>FA2Rb+bXEZVMgB;0eWu8`d-i;t4#`( zM%Xnt<;J{7Tr;~_2gCo6l0r8iH2FqIc5cS30@Cs$xm~C86f2_4GHn;*yjg-xa*T4B z{C8gH=Nv{Z8%Y^}@R_ZNnIve73&Uy#Kb*C!6Ix7K6dh+dJb1XFY0bAKN^j|iQPhQ}q9@FFa1Syj=UNK0eTm>4C zUHMR}Aw57R!KA9gqXi3!#eZu%nck<2Vlg>0ay=EoteIZuc>>*#X56B=Yp6fKIRHZG zRYX7NCK-*>`^VlxB9qU|R$WaRgVS0=!N9pn!OT8>e4Or)g~b3L!lkE&zO&V~>HhPX zDQTuuI1GaP2cNewXt`zlH1KL;mH`Er#ilIWXp4ipCk(4W4r_978gF3VT)>juK!^~? zEg!^`i)PdsN%<{AZCA%q#8TI+|L!l0mWKM%E3HNzx7RuVmlyW0Isr-ah=BcMhc1{n z%x>MnegUA5Bw|by0a+d#+5j5L548)8wxL|83E$Y-t@&;Xw9M--1JNpLABQY;nsioT zGWV=}egA9lHsk>vavkyQ?}O9r@Bd(iy*kjh7*yz%H<$NJ26}l=_C$X>%25pwX|o&6 z7?IybZfrw6VMRUhczd%?!RRK8uDRbOdss)<@cAEV_;RHYgwoByv>0Gt4|_^JVw#Ub z05iLTp5O0hpx=N2pmQPY+eIB1fMVRVEk^6-mBnXiW}O=Q;1Ya?83Y`J>C#q)8W$7e<{vw)lkj31N+ z1B&@WrZ6H+zVK)fg^rAfj)iAnG}zTAtt6<>hsebzbeGm5kT;}6pboi?vM{z_z#cfd zRCg3MDFV4e*4{mkbZG6`WZ?MynEn1Odr%Eb5f3DFN8V;ec$Xl@VU*?F4P%r1W=!JJv81IJtXkTz@NNW1-Tvu1DnKd#1rUoyP zfm>bzICoH6dBlJah8t1+Z`3(S$b=FT^$o}WTW02W7d z8sZP`C#3{nxPOi!ZVJFquDe_(SYa_AbViPsE?or#!Av)thXxkbSJ9s z>;Gg7Dj5`2=5c(4F}8)&P&ANc>*j6o&tdNv{#p?x!&B?_Kwg*QzGva8{q2c1NJ^IZ zM{R>QT+UDD?32Z|7rFnrBQ@n1Xn^{XrxGo~XJdb!I8l$ja%wVu`45P&)${sWZ9Z1W zNI3?`O?FXtWee15K;S%+Uc-F`yqx;{guH>q`s-qq{F{?<@x@hFAna<5`%X!?pnYIj z%J!HD+%5gq2L~CbxDgZ5ebRwU`ajV$ynrbNQ}_fimHJ^yArpe1w4CeK1KEw|2c^@V zAg|fq1ytxLiE_G5Av6+q6I1%8zb_P3209@iGG5EfM3mhM1nIW^A-P=8=lh>E-fh#u zeg#=YV+`NBNx$m4m+1jlqOYotqY=$dkZ>8tL#UPW7+7!zhdBq zs}zQJh0SYak@47)V5#2F$LruOf~eZErZ8k?dY7qzwJv-Zq(zbnO&-aktFUEKFtxm) z*2^>y1YGlgP{nNK&yB~CnbOy zIIBB9UIq2gz&?O!KQ~1H_3|1k^Ajd@;qjobl%E0JFfOa&gpWCxxf2w~>K6c-EsP0z z1wtbLr9%~lAkMb>Yd-@%t5E^d-GKd|y-5|aP|Vz+bSp(l*BWROQDizen2r@^ z7=}fWQhcKZe8oe-5gaDw%5hrXiz!UQ-y3~n+R=if7}F##s?{h){Q&PBYz+n{A{@4& zz`h`ZI~vyT3VITkEq>1}vgQ2|_7WCt3&30R$)L=!&#aO^tV-k&57(9eJ_o`&?t>AM zF28^GefjvRT)#+h!s244^x=Lc;AUgGx=9ZY{&)lLQ!QPTuHgqx!x5WvqYydikzF`y zF+$x}ALI@1=RhJ?G-XY3Rv_(S()I1qgu4Y)?7URa`XxVxtWv|@yaH)o^?`;M)=xL3 z(7}V>CrYtuaMby~`;_y>T31xca-vz0#az|`lmHm))m+RO0`V1)nnkq@dq+~&`!c2I z%o~pl@9{Zb_7(^z+SC}lwZH-7Dym&2E4yz0=PMN0UxGWA5M_v;V87;SckWPbvks9k44i)}WJiv9VQE~C^8|H)CIxEJ)STbf_ zC2Q!fdJ?8W@Gm!woGy^wbrr;8S5>P9X@ij1Gvsa+`xr!%=L{P8N+3=WjmN@NVe#^UtFjEV& z4i^Qn>X`I4);c^aB6hVySM>Xrg9vvucR|DN2{3&KCY}F*n7_mtS{Rhli%-xqet_bB zBo{LA>iUbXO^>LJzR7V~_P!dg&04LDx6EM44@`%(m)ZBWKkT>|Q@GbZx)HR--nW;? zC`QI(N{d;7vZi^Ctm&~~gFq&Xlp~kO+DjBRuL6)zeAXi!{)%V9h|se24D*N8kg3w> zARjuZVP4f#2e?f@50GI1SN9pPeb5^5Kz|n0EKSb}nAlLy0S8kcy-Gq{6Gxr4PxM1F zutupPQF#)Xub`xu5^Ym4+Kc&U00qvF`!=@* zUkJ>81qT>EV2u!u-l`j^{jw}QdW*Rv0`48i-^Mh$Vwa<$;3Q^UWdPb=DC>X&gI$?u z{dIHB?n^U=HI7C^57?k}AH|j!$rzIr#{B>2lUnF&6P<|8XGklmNh7Rpbltw;V=p zO|-~jxx_86#y918WoH?0uV7?PUlC&p;i4VMJgNbZQT#0?;-W)1eK!9b;4OG)`^Q~k z?aE~J{7n8-a-DM^T!fyv-U;&JjEol_y<5Q&CdK^ny9I3uzlqCb}gcC2{i#O zxk)B9O}YGuT+U|5PT&$yv7uiSxM%cDZNv@|@2mpL4U@fKHo?WsTp;-Y`k}#31hP2K zC}x~nA)x^W@I5h2vAK)&HK5%Avaq|ui72>+4SaV+AqT|s63sTJzmZzqQKW+KEd%$3 zQ&+1Xa%^#|`NzUO!#p+v+=!6fWASUD(r-iyGqoY)1TgvFGH3asDeE|nCPXk@AKpV3Dj06kN^T!pO%34v%e62qnJ^j zJEZZx(v(JtmOAhRbxBSQ1WzwX2P_>st9@47l)BQ%K3x z4IFYYf8m?!3$2G2IuMzk&>#&!q5#KYI$>5t3U;&ENLe!LgeQQp6g!(jZ)l0G8 z#1pdZeFjYQ{7#t;eC0Zi*1NdM;l09q@&8y5NhQ#;IfCAVkx#hGCQ0C4F~IKr~^0kEfi zJF|WXk^z01-(yTx@+mg)Kd~=K(T;jz_F?&aNRX}87{qFR%`Kv2uSwDwmG^A z4#TG)u-(s}3sEnAv4|$Eh8zB%mjAZR93SJVYd$G4!SG`+CNsj=h>yy!f0O#Gqf9i$(v17eHfpy*VKt zdr=^=qzZT7=UDxc7$=}&j+IJf^f7&a+Mp5@EVEKS$Z-R9Jrw&rMcynR43xP>JAiNg zxRAlr@&}V%6XPza5$jccfd)WmnvE0Me9L&t$3%)3=FN%ietq@F-mt_CwEAH&jhfBlr^9_YPn%XJNlJQXot9`X*n3$dQJiA3z_ z^5FN|-He?mVG~X}omlFwK2+cLtO+mr2mAksdhd9u|M!3VXs2O^lFY0_LP=TKBZ=&l z>``{vo?fMFvW`&*A%v{#DBB?`D=T|M_Flj1d3t}ozi$1}?bbQZ^Bj-Ib=|M~{eE4~ zH#(1@CeEP9ql93E@NwHw!ng-MRqV50O4`FzW)geQ=MsK9SD>%lQBdo?$-pyq@Qa!c z46?0$T7RYbTakna!x0(0yacI)(57xk3JqG_<2F8*DI8NJvij;XIH4VvR=K9* z=s7B8u6De{uRZf0o)~&`@yWn@wj-EYuA>EonMil$V;cEHw7!4IZU;?l;N=2I;)E)c z7|<78_4b%nxK6U`gY06s;n7#w!fz}8pK0#ahafyL5kvfU4NIYJRpjWFH^r;tmQ{ZmSFaxO@EP@FcJZ1=X@|R+Cav>*TTx3Art-{)oUu}4<}LzX|4nVj zI7Ea5BS%VTB{00U$G{!BauFy*=E8RlS*Hja1)?Do%s-o!d0cU%5A#o8{4}s(0J;N> z(HQ%4BbAIG&*L&5)kTKa zFNfq54I+-I>L+qHQEDnrGY&oC_{ zy_7olnTONC^4>J#_I@=rYme*5YJPaum4s>60_g97E5;V8R0&>O`!J2qpnp`(BCqN`H9aY~|%1d*N8*w-ug!g~p=(XFhk$iyP|7UuU`7QSJmt zVyf@SnFv>;#y?PpKMmt~+mec->g7W>Mf29a%KuH7B)g+RVXmdC`*y=0jy4u~AOHBP zs{WgdC52L#(aG+$k%3S6?AJ)A6+2U3K1Ejv2IGhg720ViCx?AGTD6}}E%j*B&f2lVDj!>Wn*3x=C#Vn>b#FK>VeW~;^5_T+mCcm z;h=tbld(DVdw1aRl#BQk<-;HXcaIo`D6w@Ky+NrLBf+`N`-?+gJS>iBh34uvYi1s9 z)usGwyHWgnGuu9jwc6@NWM{DR(FM!<@As(9h5kC0=nI7I9Kp22ZZQJ|;8^-@t3R)$ znNJA+^bIaCiyY;u9+wme|j-vjyDj0`ui=6Oi@}sGI>IK+2#laX-um%w{#8l z+Kjm~h7$EeMkN=1Fqw-PH%CwR%I~8E)iKOgWFwZ_aWRQS9`@p%GCl%_1dL%76Ts36 z=S7#Qml&0+hD7&F{4}7xo%8M}KZFYcN(bYiV1>iw{25k>%*^z%$|anp z_i=%XYpU*=u>Lb!>^yP5FVjHS$x3QWl|YEuN|#pVUTJDvMka5jLi#8;)=+av-{(0Y zmHF|w`D^@@o>r@q_-Wqigil(-w#D80l-d0tZr!9RLyvQBuZINrx-8kSg>CkB#Z-^U zWiCHx7kDa6uba=E_!tt!>Q`>GrPa@3Z?b7+=W-~~YVs}Xo*FF2@4jcLdWi5KkIlSO zgvHS(J*Fw!dEF1nPRbVl71MkQh8#?Fs0lOo-7bN|(Vs5D_jk~+5JOUv-Kw>rt+RVI zk8e?^%eX*zizGV8qQ02@GHHkS%n^_z@L2G1XJDy zbM)q3W$GlxPKV0orsn*KOWQ_7b5Qq;_RYD?*Sc?0yxgK`h*ve=n3{9A5tGrp;^`%? z(-tj1)w)cJ)_fJIkekLKxnwRj1#Ef(m)uDC$DKDrY15BmmcaXRuePNzTs|X{Q$BoI zKD}$!>9!63N(x#CHNGG1NgEJ(8O|bdc^>`-pQx0|`nVEhs}(pDGLp)53U9kXojuYh?LfQByBE zW&m77CYOBp?f4Lp^Kdv|=@}lv%}Xw7uj+CyzWgvdRpBRoD|zvar%h>i;$wBDCe9(3 z&7OUO5)Z=BeBfxc?*wSKBPWTNWBI5Jr1fCYzTrsmYE!ny#j_s2Wb;(?>vIkZ0kgac zuLfg{UXLZYNV=?Isn@JVSjTWy8}76An1*8TEnO}se1TjqJA83Ll2$$k?i9rzj#Oxw`vX3ls#0gTKlzF7+LXX1~tQ>k2+l zg%l(4A&Oi~9_I6u>hTPt3!{Hjgv2X(IhsxRqdYp7NkEo+bZohu$kkM|%4l&+} z-KL3pQXk{Z0xkeUflC4CSenU%bj0#k?dw{0R|;+5UbO7!llq!l%e_>yA*Au^C$h$p zCudQgX)SxF_qiKQmqxA`14qMIAbKQ2&vkW>92aJF0ytN*#gp?+w~KUI>4mpLlY=-G z^9U>Od;`~+@gj%S9H4R!X%jCczVloh?~hM3EiOl}%_&C8VMr~ni^@By8KQ>OcF3V} zM+yqR^M1!V2AFvC%{uKxqSIcnk?dfN8Au;l4M{btJY~(q%*f|uaU&8ITK4Yp-Ye;A zNdt;Q^t=U$=EmuNDvx2j-}@CxkXQOnDHEU&Q(v6FTA=+324i?3_yh%0_O_WNW}cqT zUzH;j(RleAkWi>=TCejnRO$tZ=83e8|f;s-7g1_Du9q^&Xvx%io&Y{iBb$9z2|{CI|0`psrc%?F4!}y|YdpQ+)CF*`o2LrH`&1 zJABk|pve$G2q}!{_DwK#x!vc!VtXLm!OVT6;eGSL=p%s$`^Wc)?niumd<&sIT**4z zy7Il!nP>G=mBs$tU~H7%+xfp&4tFb+>4k;ESS;6DRuKCAnh_W?QfGe~Vm?=f9R7M6 zIa#RjLe#0CdByw)E82!XPPe^sM4iUT?$f?p9s0`@L^y{FDPF&Kum!mX<4B`sCgXE0 zgDQ%h)YziDF3+_sH7ONDCC2&_BxX0^Qa7{y1tJ@kW0)44)J2kK`o%uiGBdvnJk{?V zayxxPsq2}iF#W)yq*FQLb<-&u(a;dNRcFC#%LRkndH=50Am#40ovU}#E2g=+Q*Q|E zxbx3UG+7oTbZT1nOl~4OX?mO=R^j}~qvSrAo=&P|eJ#p`WD6)2U>BWkYtv+=TE?kh zK(iXOY7N?wS65%vym`&}>}(5(?#)ob#Tck46rSZ0T-<@lhMJl9Kh9J6lMmc9^oz=o z!B2Sqt4dksIFjPrz&j^(&(&R*GKQ#Q_=SbsGM4MLR05SnsYrLTVG_ASeD z?Jdom`hF=0GNQ1-Cy$Xm4#YH{Oc6{!P&@9(;4iW)QAEH9$D`IQ zG#D4#KD{Ph@M(Rk=U*OfwzKY9X@Xq>F>A|~Yy~^JEhCm9+??&jc??l`HyLIw-xfz2 z+>7G<7)E)hZCgyQyi2o8UROSLFWFDtWmRQIftFwcu1dlVMur?}fqEDvZ% z=KWMYzCQJb`XGC!ZC^MeGEkw^q5^vAi7*9B{c_eJ{)Sv@E9{JvM380W{MZu|9$(mn z|KGHAJ}fP1MiLB)E-I8JJVv~EEHPF39Kf^cdr-5bZ`z1m zo)^0BL7gb}^||HG&{BtnU0jVc05yw@0Y2oIm6)*ebJmI2ge2(7=H(g-EoA9Bm3=>* z;`S(C@p|jzJsx;w92ae#CJdJ^OgBM354QZfk@xr1x9gP-K{=2$&lU2o4iRAjnZx8j z<)#&L*Xx|V+xzVL^P#VdaHp8uJQl)@O>uA2UshJ_Iv=`~6m2_w-pm%;_NpyLuBl%b zlaM5_`4&;?hE{<&C*SZDg$I{s;(5m;5$|(rO6HlF0RPSbg*$0Wk@Ip@K97)yg z0>r45o%q8sWbaXm(|MlU5p5ma89DrTj%13PwQ;)pAFt4GE*N}giog zlMVoTl=)0Qk*lej-l7JmBCaR1Z}5HxD+@a-ARznwnboMdiYe{8caB|#ia%vhlJo>d zi_~Au@-(oe=7!+u)8k3Ej5GesD%v*bKtR+@%R*xK;1YTj;sIfcQZf4kNY&AbuYMYA z!omuUDvBpjoo5o;Yd?4t`hGc%9nvurRpk!|5 zIh{AW_@&>r_sM^4xAtD!(_K#-5VO5O>0SzTesT8$^4n0pYKx;P{Ac!LlGn}!7Nt>_ zR!Otqcj~EZvlFzv4%2Pjgx^O7ww4u^BlkQZ^w|465vEJ$8eTjLE2upjUpLkAvP#IZ zXL5#rT)JSiwjt6X59xjo)EoAc2s34nW{z@>4Ay&R+jO)x7@Fw#j~BU_m1;+$rO2V8 z&bd_W!yP^aFyLTX1TVt=!c5hE9JzGPt+POaGfaeAeIm6emp{ZKRUug20SXSB^7GA5 z>18#)tkY~aFO{jF5P%6xq=tV9ML|miAZZaKi#$>I@;v0!_*^ww=cvLVPiudiN?~eb zpaVzW`z$+GTvGP~IRJjE!6;Sa-9Hs$t_|N1`TBhJN|g)c{xd0K8#)TE6eq43J1+ND z%?E=n5JqfK>oump>gOVSunD;~dc|vVK&q{vagdx{rHqOxF~8RXuAl%Rq#B@hmThRp zZQv`bqie$pks~D)UTl+sKZuKuDNvffYD_Q52Oo>AzZB}K@0w-F;}1`>ym&Z3gyE$C zpv_Tr{ZYonh^c9<&EIky)O92WDeR%gtc=rln`&ruM2RrowBw`jb7pNHM-;dJey^kD zMgDj#+Lc=%d;D%iYBQH_J}+yjIfAJ^S5UY_r{CLfH8b=6t`sb;yKA@_+x@1^eX(~a z*jRm($SNOR!ulZSt7>zdhGdxHE6Xdy7|boX4+^mPkL!>1&C4V}0DJR>`m6ijSBnX& z59f+*t!uvqfYag5F0Y!E`>_ z0>3T6?YLmC)S*-A>ilyt_(YCK5LB6DQ|7c%0VYl1kq*mta=y@(uxM2E*HoZrJ;T2-qN2TaV(D%w()s}IA8v9QK5idxiwCtjj!rE z&2Q<7;~4L^SQ(vg7RxxZvz@>uP@;}S8r83V?CfJ!nTxTo^&nTu#?oGkCT=a8@3?P4 zt7w~Z84%;^AVfx|bM;{%>_PO0ZVvvUvw1p&5;P{~`y-g`7n4%jCw0Jp*4at32*FH? zv_CG@G$}KahHBB}3KKjZCQ{}cqudrI>bH#^i%IdSJYTnWQXY9MRUf{#X?;zf3x(zW zH6qxICbtQB#U#aR5muOGqLE79opY7Qv{vfPhWJaco$Mlq2rC>t3zjy8U|rTo-NmHF z0*yB8Nw+fv!$cTA7{dtha_VgHO^SG;#9Xz~o_3N3cM?|lxy$tU)bC9ZUGFcswV?O= zKlnK#ANaJEc#7Ax**oW=Ia@9xA-emK{>;_!M$?y>n!w~bhL7_6yRAi1 zWT5XrT}d2i<&8i2syuOzhCV3*OQ&WAyo3*24c~)g2$UCUEl4FlM7i5P+ne;?5_*)O z5MCJb7^j_;R1#bp@QP3#@*>mPFI0IrO|9R{drfSvmsUcs><4}@Pbv&ZFT)j)zAjs~sY76=DaM8MdxL$?iAq+pL)9iO1CPEA0UnRfD`6vPN@MeP<4V)v?pC38^rR|d zyC{K%)aRhCnM8A#pC;R{GpAvVHm+f_X_NnywJFlyP;&Ih@0x|To($R0nsP(_jVV*9 za&}w%GAWsY{j*%8II<7qW}Z)3lo`))`FctI4sy zHO{h5Jx=ui@|={JDf{DIG2KOVwam=9GMj^_G)tK#z!!OYH^(6I^Xfw_P$bOtD1#@P z%+j+ao03Z^LHgJUz}LKrT;%$_o?mujBd#{EB1V79W zkN#DT>s`dk;YTS?W`P$KBmSJ!@|8(Ydp=3=%G9AvtqU|sd9S5DOa_j#?d#_9iwSKr zY6Al$r^9Z3{02!d3VN%Z$lyC46h)1%N=8=re)$b zYTkOjm_HvN#sA}J@>n16PzBL0Wxwu3G1B4N6RKz_-RSowOrza(Vak3bHh%r@!x>!7 zr)3J<`tCmEeb`*Wu#}~}5fphDIwuuFdP>zRJgJ-%yNbPw2JFD8pF!vaH6F< zYsNk}fn9EBW~#3FKT(Ql0uXp7(6q%(8pC&vjoA;48s%%sr9R@9jzJ*kTxfThiM}qu zC52DQyV>jx+ng9Mg=p7Dl)Eb@3l_F^-9P`ITE)D+?~BsS2jL%v_6-@SgMBcV7AB_b zYIs%55C3IxSobMEXW#i)SiKYl(D@=B*3g{-4dcDrtXXD?nXWp*KHNoSa`CVREUd&-7Zl_ z=xR_^ws2ZJriQ3-+stwscK+s3nXt%lAo}iqO6Cil;Y-&f6n$dVeS4|2j}EHKg}+zsguMUNH;dGFZfce-+pHvMzIsIt>V?H*(1pDF!!Lz4SXR^vm~+MprnPN_ zWM-B{DL~_v=jF!|){^|wrcITAhi1upDP>^SPk$=oq+bEaRs7gxFour3o?o!>g~n_DL>l^cU$AKT0e`D6y;6jUI%wj64O|_bq^*VS8Cn7?n)j z4SNp@#dh8agfxsHj6wk*?F#6qut9w+0;*Zq9~n6cks`swk+l8_S>j;(Oi{2eE6PbBPaLn z$8D+JAAeW@rZ6yieaF^p;UlC-juwcsY64n0NwWP2P|&USsHeTG@Y;g(c7OHRwt{+4Y$6N_e+@9Ua z1oCrh>CU#T=lU86<4to=gfWgVHwnHU1tB*s7q6M=C?@@}%C z=bi^zOGYjgh+Wf$h}v!jC`b7M32=3~Vrj?`S(`o_viPmD1nuD$SX#)blsC%KH6&;M z@kp;N7^8`e$Z?*lX8JeN+(4)Wym#r2K4$?sIavTL)eOCAyPuU5ZYUX<(*L-zXX5B z7v!}ixE!-mREj4F$t3a4X;dxZ9r-tr)qLuGGjm~pD8B*XqcPRk;u0ToY|$}MLsH(U z5n@|oh!pzbH-|Qp$B;;P5s+qpnf)1x;2wTe4fbr)Hc9+!V|hX#5T>cq>-ba0vVGfS zTe(rH_8#4%+cM(-Vq<8HK1G#YUz#-pxc_vvzj4DO^ZmB@thiIv&Gw#!fqt5-seRR1j5~^kj@5(&pmdO{&xKR z83;UvqAt|tbs=|kkl_kS{+&x0{Ft}CjWE5e_To)W{Kqwa14HSA8`98W7Vt%mh6t14>an0|wWwoI#Xka+ z0dRvCxLH4FM+et7b3eQ@_%&fF3_`&Zpr3Hc_2c$GIk_90YTh}LApn5AIe^U_PBjR; zDF%@ikjHGKbyF(f=NK{jEK2YRV=%|ozZaq{7QYRDhNg#GfRG6Lep{j2Au4Ih#C87% z_z+%eNR}=&TP5dyp4P6gOV#^57&@@b^-#*DnF`E=nF|G6mxg_BELc2-E!U8| zPO^b!1kAB;LfJmh=K>cZz^&d`KnL~x*e?YqvH&n1oE|1YH*M!tL+8!uw9{6b9h$?&SRs-bB`S!@!JxEg<~^VA5b?Qd49f@N}udMNDmxFXoE{k8bnWtb#2F3b69zFm(~EQ z-W@n$oR`;i<0{GyeDFtu?7h~HNTOQRDA1TJU*gN4%xx`O?c=aYgQX&InieX-x#ae{_sxEjnd>FV!k7_)QlF^;|0 z0m|c6HztIrRL!Et6d;9>BRt*rF{uz8(v0D@;zd#Q;TGUKJE`P<&Yg5Z-c#t zmb-+^V<-wjWUa>CQng!yU;k>6^;oeBFv6iYK&F>Od0dB^acQn3KQ^`gI==TpQH)8g zoi%?>4ybDYW`eD=umx&n+t?uBr`r1?I-bnPP`&`=0Nkn=2G7!E7vTl|78<245UU%G zW+Itx$8_oO>gw6uR`lCykwv3@BQyI87>u33+@_Sf;k+iDLbwy?vc@C)*7Gm(u1+ak zz!7OtK;hp|!n3=~A`j{q%694Tm~Wd1(>FXyWo`DGPrQS>u}!(lDCrpFqNaWW>6~>M zOlHM9;D6muhu1QCe7)Tcu`|u$CxXg(`%a&ur4j&v7>_t!J;oix7djT8pOy3m-jL%R zSx0N>-wq8OuGH6Cd7v22P0O?@AEFO!K;POYN*_9~@FncJ(7|ymp4&ROfo}XWiVslPoem-)}^l)M{McnqDz!6x>emn_siay$_aVE4#(2|_Mi1rGzQWw-T z8%|AI*_F=9z_HMoEzYCR*V__}Y~)eeW{OcRJnQ&;_RZ7a?GSukmU?M1L0ITq;Tvc? z!7z*)`4wLMfg_d`=^-@Yo40Os^yJz8!(uU#Kq!KVC_>wQM{t)=IzgP3`N2ead= z-r9|78mL5hsZeHV=aWZjT&plj_^%s%bN^E2Ip}^1PHo2(YvGUkT#n2m5>PRVH#4bQ z3QcKm*v}5%q2W)$*8G@$f{jc>J~VN25Uw)=tZ8VLk*{JZ^ndvgrJEDI=m`)68%-Qi zm5N3?6YVVsYM=GMOU{%`T%1&D$zz>?v-rDurLR|m7lyRv? zWUpq{-)_aI^0?K?UoTr~&K#fqe+oXrZqtBfZH$Qq9GN`#*8O`V3S9zF(*572_XfCR9i5c6Unoxi;F~J}U((U3oCGzU1HG z8s+fe*|oQJn!~NOKPfgJ`Ja_)<>c}e>3-{SRPi-@K8YCYrF~(4lo4?FgC=>yD~5g1<4`4)MMuoYAgSfDUDzc4X{6?p{2!X z*P9O<#k?uhI#GjqD@;l+;)BD8juXEmu(UM2EiUrmKsWhl$aKd{Itqg6KuBiuw;v<2 z499#ap>+20t z1%XRDr_-_O#)KgAgqXro`^YCBx1+63o%jVLGrMLd97?t2;g&VR>bSkYEJek1mfT)- z#t_fPsOYAFo$3M1Gl`%3Qhaz!owX`a~TVCDaM9)o$F;$B?sH~tu}Qi9iOXWHdtZiZ0w@7}ER-1EuLb`7rlL9x zp|&xGHwde~-1HJu?L<3T>bUNeMD4Pl{ug|^;HUuAF z!%c;IJXARb*uLp56|VBX z+eXUB%q<^oRTNi>BNTm#GhQ{RMI5p^Azf)#huvq`H+ZVpU2zO))^!emuD!8m z0ORChh~7IlYBa)$GT3&8LJrkVG}C*vg1f`{a~6ew%6 zWj2ZP^guSXfTNMY6V3Z5w{BMO=fUR*r46DbhYZ6#k98x)S{EooFtx0JZ^Bs!PfxcL zcO^6PH9a>Rjp=r!^PO4EPlFYg7GKMpQU~4-SsQZmZ5ZB-$tr{e=^{L94ul3qip)~D zB0lHO_;SgRjc$Ft`$P322q-7&T~N3F9_i+#tDGA+Fhz!ikpdDd_2E?cXTVPRh2P~J zooa_qRWp47=Q!97Zo#tM%zm{-a|H9|xc?VA6v7A4x#N>gMM)(gxc@P@g0p-;CX+sU z9C8gbEb!-z@os#TMlXgvOb%~o0wn-Lfz1A~h-j$e-K&xeNumJ8cQ9mVM@KoRIK*DJ z{h&{vPVRhof@VcbEx1nrdz*}a3Uwm#|5u>`u84aOgynFYdKJCt zypH6TKSaIpUnT@Zm2_wD(t||meEEJ$!7)O>GBy+LhuTQo2_;Ohw^NkuG_+(8?NU~$ zfBSSz$&V=~znCK6$n~)2$LFpHq(2!%w<;+?bquurxp=Pl=HaNANX*9F7kQ!iD{_7< zlPU*buCA;xE-tiA_T#t&_v>s6=$wXR@Y(SN!FvTixh%#FvXYKn%w~-yhL->hux!1b z_Roh0gh7Y;AzD~Ms%;(H!+z_0#(pm->qx5MFo`UjwGCRQ`uU+O(}hMm>s63VS2uM z&Y_1t14V6Y`wtwh1~M`HeP57lgk?L81b{= z)OV9U%1Yy_Am2Dp7C(lTRbF2L%FK?w9A%C=5*eKVLJ za3kq-c$-A8`Gd+S@!q60`Z$jS1MY4K1-kb^0&2T$I7+Xs!stfAt;zZtpAH!{Dcu6D zlwlWL&oNhUUNz1d2FTO3rRJH(B|`>>Hv4}Pz1ZZzr&SE@<`T;1*{G`yf^55b`L1;X zfxdJMg3azNbRD>DWUHf-D~UP#3eeLjshXlY_Zfec9(kj9Ts|BkWK0)(vDClp4Ia%q zID0}iSP${q zFK&8jP~jn3+WMc1N-CANv(b%ZTIPpNSf`a?;pSiLA3Ki#l@VzkD}=K+Eq1VJ`sxEsH?0G7>P?t5a3K_zG}M8S}eJe7wOdD zr>C#BkuSv3Bdl{BQpe{S|krYgUw((&>j`e;Q_{qgyA*O4V;x zQ76OHvzmo^NfNK{tB$WU^#D6Rq|9M&%9~tT7(ICx6`j_t_gvTxwDV3yAp{^)u-q)~2H9yVP6bH-kvDEDRDy^^3c{kK``i75e2E1tF zarDnj*BX^?nQOfaHaSz)^_+=>aChs`U}w2mcb zQDmFOgZgZ#7s;R^O=Xu(xB`9YvvNi8exCBt<6TrB8j45dik6IAKoZQ z>DYHZ8}iHB3vx*05o`Ffxy$kH7-lL|=-cU^?ziUdoPAwf&gbSb8MwRnse-;z50BX6 zzU?ivfXPCtv?qI4WY+<5R2?k6zXwmmcCMgo8w`kYRY*e()XOUO5UIB_n^wHXACs#PjephO1lo=Mwhth78+ zJzwa5(6B-wukn@du|!W{+__eX3GEY#s0(IEKFF3@D#o;>@}k%BrV+Wu1JP@A#~{FR z2`dh!WLjlw;J5a$81YWJ^7F0I@-^8?p?A)Sc(ID$3k-JW-Zsv|njG`(t;4Km4{%JsqU@Q*l1(JJ)*jnSgglEV??+S3WeyK{J!&s{zqLASO6;Xj7~brZOy`~ z7l@N>@CNUwA{z^WXz&cTN%xJ#??54IKU6+FReue6GjqT}dP750_xMmix-j|2vB}lD zyQG0Z?cal7%d~`>BipkAYmdrIm2*)Z>@nI!+(K%{g!-M9DHLI?=>1KgU zrFe(oD3|DEK*e~~`0&Wng!Uh!B~couhmn)J&i+~V=U~Z?RBc{5Jmlh~qIdL`2UkINNFfX z?SRr=cb$ARTVLMsXmiwVTXJMP2X4342en+!XM4Y9l8l4aTYr30EM!6Rq5YZ2^kaQJ zkC5vsGf8Uni|boYZ^}OK%v}j@vnJ)}`0l~bNnGt0kgR7tLv|k=CB}z+aQ5>p4+liR z(mDbxb1ad+@Sm60{_eWyJFil5B7IY4!ia^AJkPL z0I;^31&@x`i5<4B_9U%>FR%{=v9JR*4!s>4fNP|K?3-qz54UG}5#0)p;gu1HFvDAu zBsP01CnvORDh9Z_gipU=&n)arvD7Iax-hDi-ev!U%IR$wUCHdAQ$y*Iez3nY_2oYSIB7xD;;EaxYkYcT{6L>7Q2xUObib=Ep@fn_v zWK~dl>QK~4kqI3T$)CP%4)25G%Bhy?DqMDXvc~fKHiD}5=7;EZw(%Htw_v=Q>zhEk zSa1vfb|y~X>bKoT7CZvu=+l^I`r)4*!+v{Lk3a3Z@d2r&l58Yt0OkyaDQ+inO=|_B zBouI>fd%tHvCAEyz?iehC!QA-yXe8=6>^I)!6;cv>xJ||W{emB9q+m^nz5~_&2}W; z|5Oxc;LxCvaX87if^E19ssvr~*OpKJ+`cLm$f96hwN7Th9*c z5Y!oCi#vhhs(4I1L`8f*DmFhb?DNnuOwIARYh^*x36+JgW4|SjtNgJwrfnpT&ja=I1MY zWfr2Gk;IRq#1kotlph!>eM9tpftjJSx7qP&HMZ(^MCMrqs=gzP-T%_o$aD=Q1?zue z98)xasSS5tgyiS@nO^(}{gy)Sb|yxd33S_GKi4$2D!lV)kFG&g#IJH#GzBA))G6ZJ z?i=5^WM%GM$hpGXzL`2nD$ao3>{*IfmB@GOJK3*7?z|HgDne}jim!RCTR*ytAZzh2 z#&d_YU5DDD)g60EI_c# zVZ7i$AhdtoMWH^Db}vXXRLcx(-UPoo9pv@klEL=22$=*{`ObkF5>Yyly{0R=)8)!^ z>0n*+g-L2Lnzo;+E{@$4Cz;Bat7pOHRh8~o>g09Qeix95IeO|pfY7|A^)Z>CXGIQ6 zrs}CRORrvjb=?79Fu%C7yts)irZu1ysaUDocSbY}iX*K{*Xhxjz<~_ILd)f11I5aZ zuNjCY-oK2yLjTJ0-m82Bn6vs_5X2;cGEm$hp#FbMf zo$de&D?_IsQmW?SUb4A%xEy6pJ7`va6m!AH^o6?xe{a4y$IpP686qt^bO~i#cfL%V z$EL>^NBU@YZY$SqGc`frlNzi1O3csUPk4pWTZ6yO*z+2jRcx7ml>jTYBmUIqV~T0~ zdt-}NJa<@XzZCT4o5wQ9_+Rj5M{AUa#xRkTX&3=oOAq9(&usFY(CbQfviOp(Ua9LQ zc-BVGPhG!HkKxr7cHlar5@&MXad0Zl{cR~Z_qP~^=Y$Aw#=9RiO2ouXl%0ndz;x}* zGBN(=bNO&^+t8nLqo35l@J1&q^K3pJj~0`2I{e@|{a^}LW;DsV=)l=fIy-EJl3V?w(WS&CSt8} z_GyOEg4Ho^Ebqly@?XM9@scqyy0k~S4UUt~*q&4p*;nMOXVZ4U7&-#h-B`FcaYr2 z2V6-~^?a?(*!JSjYHw0;U$^(H+nn%>m|8!%Gi@2&R#V8v?tYu-?h_qfqBl1xYsURE zGzxeY|6XAeWWhsOdR68LeUTv~CA3WOK!c3!0{k}Ge1V#Q>yN*}C1*p?uFIA<;DeLI z&_+WAg!KkxTzgXz(24F&J$%&77~NkscQCZf%V)prTVM3u+d$ibuYce^2?%unjr zRQgi*S6c)3dth0so2(zkd#1XDL&G3|tFvqwf2B6Rjc#?zx~=&}80HN;F-*0IX!&_= z*!*kS?@W2CG)*1@MeE?c)jX3lA*9d69!E^n5?n%DBxka>v}KJ#X|sP@mzF{x(dq^g zX(nQ&60XO2thJy;-&fSSJST|$tH|E(qTH_sFKqg8Z7SLr-jkx2Jq`{kM_dM3XioVD zDTg2*eRBMddH18dg(06}5R9}Sj^sg!qvu-=+2XCQPjozkHL7{-!jbr%L7$mEcMCn| zQ^PCXn&h^kQ%k@r8(#+|qI5Oiml|2@$|9Hl^0M&V zt;{=^+uigs-c#0?$UTXCIpwglRW(QWqa#W44 zveK0kPiZ{dw}>(>cw;~NJWRr8NLi?Vs-V2BU$)az2TX#m>ka>VcJ=REj@-rANuk@b z`g%3-FL#TjMDx;0H&k1P)f`32^_0$5*yQgW-aqq`ipv4vw6Xr@@49xa;OFT~FzRnb6xz zUNAIe`^l@|yNCZVYJNX&h5Wb;=J#v3nZN6Xfu%f~4z0_sF3=f^_FSA?x?=f{PM6=I z!i1Z}s#0DH4PX&N_FqmBe=5nW9HT0HfJc;Q=lQl!!4q9tTDO>g=v52SA` zcR~!xbH`(5V9%p3-<}nrTX(;kUUd?j5V6U}TY~NQldf_ah$3sBDF3`IpSx$O;25z; zc`b2swKv7`JmwAEzw4kU_OyP?fXc07KDuWnRe^(Kkq2+@Z6u*tdGT>4w=X*CMZ)s} zuVy&=Pd;0keYbDe)vk&rH5ZI{GJ0BMrAmzf(P8SRL+sTHcrMwiXC>WA)0zEXOaHO$ z$dszYD;>>|vJwWNAGP=1px2UY5VHZ4+e1SiDX_Li6U$d5Ye%=b;wt}u6CJFIy3M&T zv|?Fb&W8FLag$QVzi!>e0&iC;_e;OWCbYv@(3-1Z##sS!l6(r7WG;jV(f@*B0a?Ms zt*Y;+)QiXssbdT@K=DL1#Tj1o>L7M8Sh;&Q~H6<O#Q9wIL! zWh3zsJ`-~kMN*6JTvB$G_4L@o)BM&SdSy1DO)rLXeubSEOxvj>^S!q(u)a}6`J14u z(;XmA29%<526oR(4!Yy^NLkq+KA4Fd1l7ZvR{y`Ez5*=DVEcPT6a)!rk(6FiLIgot zx>-s|=@bNMUL>SJT9EEWNoge{r9%){K}x!p=0D55_xtvFMCEyR-kEdeoH^%rVy?R= zfauXB&v2kE$gQj5H7WuD8W6b#8P>p((%fzCRebbzQ}pzpXSm|(@tla_9!Hxgx(MU? z;7+Ckmvn&>Vbuqn=y2A+WETd3y)Zj{XY-DJe4JOfEzh}z40At5emR9EBd|&@0X#u> z8Qx4h1ZqOc+d*bqNJurA&H&byDy9apV`yA+ARO~Ldf`tMg`|e1FUv~4gjS8_`utB7dX`=Nrmn9SO=WFlibyzqXJt_1lYLws!FY45C4g* zuh;z=Vb5;^`5Dv^!A38AEgV4+1UN-Gg4$uY12e9y9nM~vAMan0ml*;1T!0d;Qy+J@ z1}bf@ZEc{tB~dgjI}7!?M_EgRa>)OHtKk`cDeq>eppYmyH#Ocf!2znj*dT}w5mLuY zER4ANEPx)R0KUwnJ6d3l;R>32Y?W?a3izqmspkS05Ndy$vmX2qnD1cgPNp$c`r}kKKmsbgA7(lmmL7;6* z6{_Q1(VIU~wW3Lca(q)e^&~+#S-pqgoahbNd3f}>L%MDz1GAyfKx7zGv-2yLBhZK@ zE6!{)4@43lfI0xJYuG2Mq`y-S04E{kzzeTVR&lwK@pc3~BtVOdi+&aYT2L!~3gJ+9 zHFQ0jf>VRq@2(aWH|mE1^xzHQqA$LTnE{ARmH(SFqwv|ehzGD{gw;mZLaSq6X9!`#V_l}jL27_f3Nv7*ft9l&qhn*v}iI^PWr6w`> zcIp_Uni_T^8bv9i;X0J~D@YH^Ik$nQ+x@6F^c)0($@jMgO5QBj4el$=HDkLP;$~Kk zN8*+|An(=YykFF;G1F~OXK$eQ@hW<*RqhHQQCZt$`^@p|trtOsh}#f!{J3rlO7x;O zP3+aCVdEuTWyGoMC=k%AwTU5VHKI>oDoCaC9R523~$1Svn1W{doT{uV~#z#DgD>X3wo*&INJ!3J= z?G2io$x2HX_7;;SO=3=8hiJLXWF5gGH>C9oChj`eJAAJ8_^gzEi+xeaDWE9PGc%5> zt@og#t~K9B?T6Cl1X>NiK zdV`uq%;)j}cS?kHZhw#7oqy%+{juf!0e0O!1g<;;G!yqziD_>M^Oh@|+bv&B1R1n5J*fe<*67HgErv&_`?NxgUV@d)p$js?yQv@C5Hf zfC(K^B>+CZnIe))%?d?B<~YM~@i$(;{5ihGkH-Xw_Ouw&%rpkdoK0cNhMkSKjD$}0 zgTl%jZVL~m9y>65f=K4Q7zlj7#5#5?j+=^H^861=l0tLuto)|AJq^dYjBmQtHnT19g$)|@XXy*^C6~ssQ*tGJ@1oA%x?1`JrCSItNQLp{Hsa^m2qi^) zapA4pQnEodd7b239VWG2?h>#&zLU_ewZfOkXxL4u<>+B#_c^}}ZSzqeXo^~M``!&) z1W>0%?t@_ILqM2rwIPZpH7K>H%vhtYoWdo8eaVo7&J!C!Q5P4Dvkm*Fue*=vU9?P# z>vkh`yiAr$OXT(jJfrO^*Z8inFFSIy*+uAi3wbT0s%T=Meb_<&L^F6aP1*b-~TaLS?cJ)Kr@O=#2lRm4}u7RNdFp^Y`EJp3kdj1t&~#vS$2~HXj{xyazUe zv9$Y<^zk0we0|)f%hf?UT3kPUP=xeaoaE;H9+#;9N%dMjiwFL;9+&Hf$|vlXu}~Ak z2FPqo)i%NQ{4%~GNOVK(DrU1hS0_2&H=GioeH*rgGnhsqiG5-OvqvwUDW5kD=)4^o zlcqagGM})={(3d1_#XFyuPb&*zieBSU*nalecGH<-)R7K{=+inI>I&9W3q7{M_Jfv z$j(M6Yk$M#$SA0KFGG)Z15%HF#WVV7F0fD|HDOga^)!~jD>#(F&SyL8*$-@b-D#pe?(R5-zI7akt^2VNJsR2_UBPoW@1C2V7j4+>+ABZ7 z`T0JKTb|0Krjbc_9`F_jL&T%lzUrqlJ?E1}Gr#Y_c*YNt(p8{?2k)zCF|L>P=m#Hq zY5iZilH7jkc-3!EY4ul`H6x0W7^6OSHV6O4rvk#vBVYBd9Cu!2;YA0Ulg!k{X;1H` zi<onKa`WOoosqtMmT-p3Z#}j&Q+C%FJr7Mn%0|xCnqKs)9{uSOY6VK5}NKC zCp&zH-hMzajco{T$bH>UxG?fuTD2WU6(iq4ys-XnV1fhQBHkzW!NqimV3!P8g_cVd zyv%<>~L*7NA+;)E4%l$!Ov#3O>=dU zq3+Wh_9U^UgJmqz+R?PvEGfju7!m^58X1&AcX%?p!ZDt5R%BGvFetZBb6$m?rDZmt9cFBi z-`{VVO*X^@{A)^1zQ@HyD4wc^r61Qt{i>YoeKyyI3oNR*r+)k*e7<$6^Uah^6A~_r zHP`zW&si*~F2=wF-GZ-nQgzi-_gJQ$M_k>FBq6))OWs5}1 z(D$y?%*;&50s$KN?)MT&uIjq)+S;6xAn4h)wB8gpg*Rx%-iEnqHk1K@n4coPJ8tvN z%8K&7dD1=WdFGaFRc7MfvhNZhMNCA}v#-u5``^6|X0CtzPs<1jR6Yy)o}RD$2%3a6 z8rI7?QMCL^U=LZ=R+OD(q)oMuAPUtrkd;$-%+ri~1W$WEDIALUnqMVFUG!XOd01py zgA_T}Nh44FFBLo@Zn1JDUn&dEMjwSyfyHphF-lZ~Q&!~yjn=990jj&lF(>(bYgLrv zwY`u1+Bt{j@@+-DCQH*PN+ua$CjI1_pLyL(UTffLX0C0` zxqZ6$ILJd#Di`$``o(31y7z8dRI=*$BF|VJqY~IgBEU zA0mBL_Pv#}+hM3rYlpw4JG7YfNu(UEc*%_G?}(Ou+n)+ zG4*npZ4;k1)Lf)w2`j^I5nTsoJ#FSr6AjHgL5-Ky=Au1e?5ty^aPRa_3Ir6F7%(>B zyi(VzVq>znfmijU^CZFmq4X2j)mklwe%H2~eMel_gP-GWVqZ^Bk;so>q>;hgU$;%p z<-)ogWj=)^`3!qKd7wgKwxoWaSzvtPsl&x4mIL{~ZE=qveQ?s1QAHCIwdSpG8Ndin z7N%0a+9{76 z4cqJtX#!@=`EauY8nwb(nWqrvno{x-N%46~{#-!x{q82;lQ$CbB!4)73Gg--x6&+Y zH2GDJJfc$}L3^p_TZO z^sfEXbgX#Rs%|eE_4q-4rx(wQxY2QXRP5o5{BlRmUj?Osa`}L+ut7+2{KYIn?d6gg z$MpI!0mooME(n184Qk=mHqejnzqNdga`pK>W!{)a($`kg$ z3X#h<*d*@M4b>>M((p1o*Ycih#o+w(nDl3;qq2(SOuTj1OP{RGXLrgdy^06nLp@T3 zoCo=B1-m5}-_!x^APzYfY6ae&)6sUwz(zB|f}8zOPhqMu^z4uga$XZN^4Q7@7i8)u z&InFOHc99;A8F6cw=rUii#W2QmB~>q6Q5th-HdxAqGA>-+t1>!c6?R070YW)`5>CcU5?`kZ=8zEHF^@ z?i<^U2NI|^%*asn_Pymc@k+LsulL%xk@r4Qd!Py^P_a!>7ensCFcwXZ(s?{3wclpxJTIw7)e zYoPCLam1v?xWcY%CQ(n8eec*&lViM z-Wp3T=La4h?caNW#$3+R?|b3PycSWdmbfd)DI~)_YI*td-HVo;of=Ks;g_7rCbJ~Q zosTR3MKwB{w6*WWkWI1{^@lp{iqR&+;{l@*)E>g&ecD*apH8G=4w(~ARgUbC14QC% z()!|)GI3?vf?QV5^(CPYU~g4MKBBRsZt(H>x|B_5y4haGuUXdal^BeB;qv-9ptA*T z4IuLXta zXIFzOTVJV2?SJAW2L2i@;!%Vj-{T=|34l+MjT;mqbeOqJq&fH# zmf~Kx?t|IM1Gi~>4>A8|9@<@2%E3Zzd#BI^!Ghq`zp(yT)nCjn{hwx@BBnF5wdjp-?R>hkAcNJ{TG<)29})hENX#iNKl3A=Q2=UVA}*YaFiTqkZFjcZN2LgY^F` zlvcYFgG{(Pj_ICf=S6kl8E=;Mf`uD@-B0HnsNz9*YKdviKV5h(g?v%(rlU4_2I(Lf z-2wcWCYihRkq#R)Ej4o_ow^pDrZGp6{O>$YyW zm(OP(^ltdvEr6%v5RisSmR&OZ-lQSmO=u*~iu}GZ-#2*O0YQa+#5r{PER;tvMG074 z(a#x>C`(A|wZ3pWukNbW5G0$!%hIx8LN)btL%;YC*p`dryAwv|WL;Z82~qdgI0{Ngfx~9QUv-18Zw~OnqFG1yr$Ss)tmk z#&lPS3=&I9M=LSM^_UU8pT8T$*br8JC+Q8JrY%hC<#47(A;Lr(^2uqyN2FY86>1su zP?Sth*VneZJzUj%y1%9K(b3X9k%%+kG};c0NxaO!L7r>m=l_fwNx{i@yJhBngjoZe z@Jxn~>KQ^ziFiY%>AL}R6p_#OY{4Q&-#z&|z}z4EWv<{j}weCSP-=kHV;ep4_Pfp%$4=Oevwd~*}6ae>IN2qe^r1z4$+4(?#CBF^H z8avW&S`02Q9zD$`D>QUSY?S~y3pR95THhf=vgF_w2NESZ824_{jQ5Uz=GIaB0pqK< z2bLlIcbD>XPMd?_36y}1L98jnj_{X?I*Q7o?;=x!p;Hgd*=!L-&jZh$R>7i6q?8l< ze8$*%-{B!ABHu=nnEiwzBqlVFEU6ZIm0q= z!7ow*{qijwaegAGJN@>LTIb(Sq-8})KLl3fa)I^7p8K$YHzz&gNzi|(OvOVJy+oeA zq8wSmyVCW5T$%T=tvND#*Z%DXU#GZJvP8F^U03es2PXgk?1Qe7+Bu8Qgk8=~r&lgr zgFL@9B|EINo~bna2rJ~@oGz+42tWlvj)l_taLsv{yhN#2)b>#$RvqCCj?Vr)rVW8_ zSdxhW&ePy0*LMTXh9JajHgvp=MH~|s@zde+r%qlA>Zzw9;9L?k?3ZKb_qm)d+n;n$ zDBfzZU*9%tzDUTaxcJkSxB4A<0#y*Wz0^W(yzcAVshJeJ3dgFvI&~BiKB|M3+B6*~ z3LXwSQ>b%{^|B8)ED5eWMm}a~y^O@7nL9W-JxrP?pi+=poI;MlxcmRGWP%^uUT0qEAlSb6bR2L2?JfTtY_LClKX(!1 zj*=bCNbD_R<&==MJGF>Jfg}{zD#k<3q%l#(5{`g33)Jvo-Uo~K$+zqKa6{odeBr^pG3%6c9MF}F1=s;Iz8zAXq9XbuY|HBj z-|dx-r;}`n9RNZ+aPsO8h}*%c@5X4m z6$P5FuWK&PVv}?HaK4Z92D(Az6}RO{=l767tm&&9Vr-`W81ng3mnZu zRlM}PTFWCS?-nE5s7{Hhs|7~n*|_SJ?CzV#;Thq|Jy>oKFkiwG=Iu|*8s$Ng6d3Fm zxZ2wwU!mb(rNhW)JEuRp;D@urM$%>fads~UeIOxlWg9k~ThBe>`R&O~y-M#mZ8o!c z$+9J*gq6Bei8BO2Q~`V}KzV!vKW+`M;2L;k`mEc7E|Xu8_SFFBCtaU~G=<_S{_DE8 zj~nE;@zov+zxk@GRq)Un*lZmPWoh$M!UX&R5-cznNu<2AgcgY0!eG7f0*RS?lDE=V zitKF6k)}1TUR%Mvp8~}lVbQ=Y{AOdf$YTN^7LWOc&u4modOp5+{nF?Mzj%8aRa3*e zbpH{R{k-|(8@in4GYC)Lo)P;6sh7POs>gq3#^)B?(r?4vfFJqk0Y{MtXV@2-W}4iq z#HSCy=>+>6B3JV7c}~oxl$r*8YPNJ=SY>3eYRl`U<2wzS^TY#b{7n+8Q}@%AK_V1* z+>e=V#6~#bj7TB>N3)J*mReuJr`xqXW8TFaH#O%+BOD3Y*4*Id&QE%vRGe1emp+dM zWh!8e=+nxy$-LxqiIz0NFNLAs3p@F6$)6@_=wSdsBE5sYg#dp{d8@`MhYoj9|%wDG6O=CVjqNPjUf!5OOtEX!sE} zgjx6N8B9r#GBTTo9oxVEAxC3C^#WjWIq-FMFcqrpdKB{kk7>9Lf(R|64l}&x-5X*{ z3TxNDclA@#ar}DwX9yrgz*t5kungiQK86SqK?>aU$kO`wJ3h#Lk^B0QAPA8Qf)I1> ztU3WGyQ13cbJ@7PDEh8wr#3gP2yAuPBmBS7fc5=KHBlMQxL;L#RfY~Me-IE=)op&u zvR${;iGGGSude@2bnza&>Xd*VQi9UNNR~LXG0>x@9-25?-YzF$1er`VK5UD3nKTg| zj0J{o{wKnHc+(I*Ff@^uI!I*0)fCz}AyvNw7N*OYkxvGw2L#A-StQC(5#p+ytNlrk7P)m)z#$|vIj3RVmfWtlUm2}7WgI%6JuY6-2go?m>&zi+LcZLU+p!@ku$M~^P( z0XurxIFZc8<;pm?sgquFev|jVeM!J8gbGI_n*rKdO@)>e&?YvdT8;Y@53Rajeop)} z7;&#V6yxkWsG&FEn>WRCnh(J>m9i6)lRn5gXApu#e>Ax7O8xHgTW&zjd2t&yS)H-| z=l2fS?H}ORm=Y-Kz1ZDb>LVinAwckTr}t|;=7XOR&LbF75H@}-RtevjK_8}YWi6@ zS1evu`pVR^4^d%ovXgtiDqC87cNaRnw(2cWTeG#%c{z($K@MOc6~2ch*Z+<7Lm1yH z`6m1ff2y;Ketofv{(JN{8tr#7>+9?Pu!=_7T-3|d$SlKUnhjNV7(NFhjMKKy;(9vv zo9M9ZXcc99u5f4H42n87A0}?T`p0_0U`(pp0skBoE%kQSsayEON$&bvL;RoY(EVJ{ zA2s~AcOA5RAETbK3rJAB@29H{K^PklVwzC!lKvK+@R!+(1e2mJ`SuV!sUF9)^Cw`$ z5X2CFTzUsJnjw$S4Dq{pt=C{2uSj9(D|aR^8X^&XQGXY)biqyBxa~tnkN)#I7}JnD zc3fl!7x*R})aQ*v`Lw$6on-d*fv}{vM^O8Rig6KlBr1T8wb9KbbpXy&gDHK2_%O$< z2usj=c?(a^&#z2VeLwEwa^Jg<&Tx#s1y0ohWEcug2Y=O;`z+nm2{95upY(;e(fuZ1 z(0#r&xDRiAoV5|g`pkWBf6OhCYxL!<+ezZO7Nms`)!QP2oIZ|n|L2_IF3DirH?60% zi?E&r842nFC+|<*5B(pyiQ((DaxstiQ~%RMo@p)YHXX*fTP)kMQ$-AXA9O!#b4@Av z_J;_&uM{I;KZ6M-L#88}R%{otZ!SiBUIu#Yo&-SKY zh<+QGao;6&Cy=`F6Oq}9*``oJcRBH~ZfOB}b@L&ZEioA#;q+5d0aVGA1pWsOLy|Ek zN=xlhB_C4Zf!Sy&yn6KNZ-ueA&7Er17jn%7bqgN;DcEYTd%(~jZ%Mk!{qFM`Tuo@B z$kEXcOi0(r&(93Z@tiUL#F@@?H~ZVMb*hkhNF1%E(5VxvUBBz2$p@dscdzy!5Aq+U z~*Z-OILo!i*FjMgyM5vLjyHlGf+xUVwjYf!*ikG=R z+c4J56Ue)>CTULbHQ%AA^G|}mF4_`HOmzI(?{X{2!jSWRA!P_-w@L9-^xiyQJb2Gm z%Y}2`#u9BO0Sb5wjWvww>!wbJ1MoUdpfYFB3 zb`uC8FEyj`A7Wy8*x!utr%OEA7bU3m1Be}iia^vD=`xzQ8@v3{lB3u zR-c^6FhxM0zv86S!-gelRXUqgO{+YF2*0?iXF5~L221qOuZ>nmOGP#S=1UUak|1p5 zap?Xn0R85 zS%V93t78mlw_n0wZ}#E%v*AGuAx4{T(sP*cjBaJ$nCzU{CB!3|WoINJ@O!{|ft!3R zW+FnfZz~@^evTl#g0aYKzu4<$0iHAO{A5C5KN#;4Lt6I#jR&bT-II<6(EO4Ds8Bc;`Bq$sFYvI%IVEgV)+an^4JVDU!|?vh;n2SM^fw)^34b z3m5(kuMyG+-rL&V^1FOFTJCG0?7JmQHLjB_$^{xRq_l-kRyg+Ro z2`Mr<<8`gl9r^x0*J{%rr!gu$8A3UQkiNsAI(;%$xNcfrXQFJnRCq;e6Dl%jme&9%LpKZ%5)5M_==j4T9^el){?*-rddxQ767i*TZg6sc`2Rx@S!dA$>H({eUjNETZVWQ$ z=ivO>3j`fv(pqmCDQeWFip5&}T!Xpj8;-oy_4iS`+M}Dwz6{29j2}NCy`g0`6=&NnEbHgd`E}9=tZFjo6v(8K3Ce( zMQPqMCe8d?3Q<)$tBZrI=Ic)vFhQ>W5f|IR2J8?O^dATf^uem7xn(SEB?uX7$uQp) zNr5j6fe-}vNd%;RH)Q)Pq3$tdyd80;E91Ap`B!Y;_GV;^b4oG z-O%}tFda2?%eo=S@#PMdy;2S8aPZ117hs}+zr{I0BgUqi>I0$N*tH{?^CdM@Ka2z@ zBO?wtp?pD88&jWZbIoAjC|d-8G#FTB8nDkqxDDL}XrlKu9$Xad{L7cwwVp~^@fgR* z>9Lvf2NJqG*h38q`We@O7Kv!cxE~r}1lt$Y^C7x@TH{G(w0AQ>MoJqY^(mgMPwSl(? zv!bI!cQ=^knDt#f^L?nJ&|$cyInP%`Ke(S=F$z7UjKn#mMbswOFBQeLh1CJCCspd2 zbR%uT%@5u`9Zr z2F$9}UtKTMb4NziO?AxslQUxHrQ3zmL&j6J7Z6`YHsftug6` z7AWJj5uL=Ct{W*A5reBYV4TmKSiIz|RWMce@k6quOis()Eg)`RuY0S& zl&=x(xIEq3C;)NrU-z>BpbU}^8V-?mF|WM@gID)6|3>29fY1UG!<3PtADE|` zObTG-mRearOLVmr493bCV*;$D1xSlsJv+h5Kp}0#~IUGzh_!WhwY6V?60CI11xkq_@6TPSY%j1?z8D(xWw3vx~MFJ zIve|DjI(TNfl<9LpwMebw8v5xf?>SpP-;C$=;j3-FNi3 tH<#m$?QVYCYEP)Ktq6@K& Date: Tue, 2 Dec 2025 11:09:41 +0100 Subject: [PATCH 35/35] Remove code for old order --- Fig7_PyGMT_datetime.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/Fig7_PyGMT_datetime.py b/Fig7_PyGMT_datetime.py index d180c81..39e0cf6 100755 --- a/Fig7_PyGMT_datetime.py +++ b/Fig7_PyGMT_datetime.py @@ -49,10 +49,6 @@ ) for wrapper, file, color, symbol in zip( - # ["GMT", "GMT/MEX", "GMT.jl", "PyGMT"], - # ["gmt", "gmtmex", "gmt.jl", "pygmt"], - # ["238/86/52", "253/131/68", "149/88/178", "48/105/152"], - # ["C", "T", "I", "A"], ["GMT", "PyGMT", "GMT.jl", "GMT/MEX"], ["gmt", "pygmt", "gmt.jl", "gmtmex"], ["238/86/52", "48/105/152", "149/88/178", "230/51/51"],

UN7We0UUlP`{(N$ZHX^;-zWl z6-O*SUs?p~h%!wdqhmTc19F%5@9-6{t=&}_zYCw9nJPbs3QK(wth5Jp~pjMnM+ zpy(#ydPAdQBR00bWiuFkt-Du{i!(Cmgl499QgU~Nd}E|Qj6?&I-GNo3oU#*}0x9@` ztc?WApW$BD-ZkLM*(U_&PrnaBs(SwNde!_MEx*-MN%Aq$BeYoN0f$=mk2Uu&Q3uKI z-T4hJ$BB7nABA62m$^;uTRW0Vv3C^IUEYb<{&h0!?6GHB|4F8{qUunC3sEyiyvyI2 zQ~eeQPM-F&6zwBUYS34G{)=KZCSrbdSH9(B&L=r5a$|*~|2mW_b3}g{Xd;LzrzAWP z`DhWa`Oap3CR}`(EAPxvf^SW*MbG(+tY2T$?3bfdwVYsTO}ozO(;yZJKM|8u*WvmF zvvV3X!?O*|{A#}KmPslBP0K@AhFgRlawT=$`yZUMr9u~8zv2#}Tq=HGeT~+Wo@?Se zvyEfj)@ri;=l6|TAWIk<&U4zXj#wPqwzF37^Jywc^KjMvnev>&k-H3r}D-w z;qj$-3NW%nt)`gx`sL3 z@&`A6FIsPGUOCwXC70@`|EIMp4~H`B`lAv}g=8xtWDD7{%gDZj>|3Jjku@X?SwpgA z>}1avJ0aQkU1W=FjeVcV&dhgD@B3cg_5JaF%XNMIC71ho&biNhpXV&UbB-L{bK{tT zqr6-@oq@2Kj>*pg(ClT%ViurLRw6r(bCL@&;Zn*ThY|Qi^g}4|T^HzGE6OBzkjSAL zBI60W-M@@XwrfeXW}M9t=er4XDQ)rh0?D#IubAg|we|t--5laM@FI~EEclG`zgjC& zrPOLd1Rfj(!}RHH3P0+~jphEL{rkwE#5z;|&C&PI0-6IW(wZbvJ{RZUbED7sTX^!zW zjBhUIA!i+b^xWcFx8LQZQ?vT?d82{f>CYbJL90Lv5YFDN|Kb~AQv}$1QV)MK9}>?EBPo$#1GPJbe?#JJ-;|J(9VecBimn7f(hS*-M)ff zIdI|b#k>=~ELHpiYV)^|$mFW2@4@duxaGpgLJNHh{phdm-$9AB2b)t-XQ!+uB%vjy z4Fx;l1y&MyL1*^TxYR?bkG3jCjK#EPBd*ebteo%mh#vaJJ+QtL_V}qZuy^dDVq7D{ z8D7vW!iX_LS6ICtPs_wE^5!z6>b?V}#b?y^WkLYX-^FuNqc=0|UXtf>+g9^B(2{?I zK3WlnO9T4Qs+H6IvBhcl5V1RLSDCk@797lhgfAbQDGbFo)ShVK_5hp&>dmR&JKq&0 zQ?}H$oGY)^v(*T0R%L26d3eDsr)9t20$G(mvYImdHT+Ik!_R(nWMZ%~N{BLk-^vJ_- zWnb+8KR4z*9!$Y>^rPg~@u3`!_SWAx&RbA)Bir}n$N=iLpyT-Yhv+fuP&B#S+hF5W z_29wv`8TqwKJ`zka&u@czwP}jqSeLsL~1t!4KKlFTy5&LKE!kywxs~&tg>`#6Nx=y z?VGy;k#PlERpzlaY#Pb{;8qOasvqu><4z8cX$LSarh;GCt(NVxanRpY$d%^x6M$%n zIP81(U2m=+pf$v%Hj)AK7pKLE>1P?#6zp7sRb7NDV`*O~;NwT*f4A-h4d*YOz7`)~ z2N>)*75Rs{ePNoCU567KZ5&MQ4MK*q_d%#eXY$ER&&qJj%ij4=%0$sl0##WAs`fWM zi`hJPK{ehn{@B>2gt@T@kc0mtqe;p3qDGxoDS84@p>(hAHE! zti?I?RgG@8{>T#Y#dq?5x@_`~8+|XQOtL)=l$>)D) z`0P35Y2upLBgc~?^)mG}jLCj=tl`c>!apb%D)aPWf{e8PSp@vO9QDUDcmeb3mIV3T zs2U98^OcWQN9g=rj?gOuVU57ul~Uv{H5vN8?J_vmi$yK~-fw>`JZk97`teTdi z_SRCR{4g?yR9uBpR_hNkU*`+9XB=C_xp%1S z#WXT+07%M~`cje5%vecvzTT%o z*?wn=+s!+0F(ZwXT;ieYJXuN>-1+iDo2vS&v79E*I4be z(RcvQDhYT68V=_g)`tSj<2Z9jHSWc0U_MYh-#IqG;=|bPxI-;H%IiM7%N&eq*dby1 zcJ}MtxYR#lp;7QHPp5j%m*^dy&=&qY)lIX|+3x4WvppHcq0}#uCUi^dLVVVJhR4L8 zXx=p1wM6^WzrT29Ib&}v$gjE*`M%R{KM^RdT)(Kl3B5wP)S(_2$bFy`vzgDAfDG}J zN7iO2-fm|+3}Dm9r{kvE=V>O~S59p$w=)}gdVSx`7tv-g)(3Js-8dres#Q&!KJ(4a zkU~x?dTIEyWkW0$jXpHu3;no*-X+=;_`b@h#gxb{wRL{&_WCqqcpt6fyD_pTsG_+g z{X~=QYLuhzUW6hBg>sFP_wHvA_|tK{NLcOYGbpln46vfaa|5NR4!zh5`MhP54(t!K z>@78;Kg{BFMq1T79w|Rwyfy=Rbx45Jo@rg#_D9bLApPz)E;dhA5%fr43s+f-ttQ_- zUC|**IH4EV6(#aT5v!(A=APQ{_N0O~Fxk;IDzLo*vxr!mOOekWU2Z&U%cy7EiF;>f z${qllS*N~!wP8QtZJ3&iwN&?9cT;LX8`=2v7E9#>c%aD=P=eLZ)*?HPei4IK7Bn&X zM4-plkwW%&x*G<>15u*AzR}-|8gaErckW3_gHP@(eA(Ds@)?i78*;xPKkv={>h_cd zrqgFXxGyM(xb!-^rnuN@pHzrov7*4YBlMe$7Xhb&AbxnYkZTZPKppb=+XVUjEE|v;I7}5nbY~oyV~>olt^IT z^ohr!4PR*Arx=SwX^9#Z_^u7hQ#XuFegGqUT*k?`CdxMpv!dkT%_Ln~TFNKC6S{-e z$kVar_fe^M-?fv-G17{pOqPuwxTW!Bk^j4fCMb4!!ZLg}HYe1wUAur$II;Z^%vm$} zdPKQ;+B68aw7n>gn0e+2(ph7Z!DRrDDuu1cF)<6Dc3Kf(8rX*)cu3kT&d|jm zbgt5-i>l))DPXtgbcw|dr{FsZ$YwobK~q7&_XU`)*{zuyociK$^w74?(}QF#!5a-Z zdWs+Am!9)iXz)|2ZaQV&xt#s^E2vfj7AW_2R;S@WZRje$$>+rkXhy~lfEW2x16qHk z%OizRV(VYHoeE6Hy1MntqTWVuu3uA&&!}f8du+cnQ@wo*?^>RcYs7XEG`XKeoYFz) z)i6=9_p9A}r)3PB`lv9wj@E>aJ?~=au$K3DRsVcyqUurLU_9$Pv^)THW?Z+2Z<=Yf zlsi^~=p4v#@0IAZ{ou0uSFaEH6e+57n_q8s?b0GRX4><3-nN9sOa|Fp9BJY6!45Wx zvJ5BJ9=yail{e8If2YOW{wYFzgQ-IoI5JuT&VAI_c{Plce0QXmU=oeiJ5VL$F9}-1 zCB(!Q_oSuYwt@+Jtt2cnLTfOub2L;yMer9s{r4a3uiA@zyy(<$m!sBJ#a!C+8u0*C z#*I<9;qFJd5cLelcfl;nPN^FbdZi40 zO+ZZ%BEgjeL@EgN4yjbZt8l#xuM+R~yB1yR50NEhzPJf9sH-7iG72VjbboRf>{N`8 zq(i*uF4)0!o|lV`I+wa?bCu0Z5BHq%dpD z*x+eJ9FD|I`aKtMch&YKIi2Nm0!xGubf8***i^!8!7osXTY-QnE*1nW$XpB};jwGF zuN#4dduw@cbe>J4b*YV<`}@~^&t}lp02mtgzZ}iGOGQyx(CI)wD}zG@iB-yp_XIWa zcIg(M6^kC*146-cpK{R9b(#%C*Txa87prGMknqJu7r5@LsT&AQ*8Imnksal?c;~z_ ze0nWJAomkR3g8<;D81UwN>$^uO7tn9esPA&SlSD!!yG3Rm9p|sUzzb4H4htm+1<`^ zM8igjp?xt5J2J@T+q9ofK@HgNGva>a!+GblLIi+lAj+3x^kWPWR#W?3`5?2OS9&9g z!+^2w@XvTQ3_lJNjhnXS?*qP>OG41#jG!>}Og879n6-iwr}I2*!_o3=-7ULFTk&rv z3tP%+eyL;id_LV+($+-qpiYQj`PTL=RUvgm1LrzM0WCN5_sN{bhM8BIEmhV-a%=LfsEQUo} zzMMB#nMAcayX!8Vh&0?mAx>9?`s7vSrD&E>xt`c~O1rvfD)LNuS-USX@-19E3>F!` ze_NcS?lSn9xz9GIC-tVy?)7aCyf?!Y;SYCy&#J|uXSQL<(`n@%1=1JoF=57<(|-0p zBLNR;F~i~AGS3S+!;d5GtCx(X78`8A@Z^n$i;1YQ2THcVJJn2Q>y`AdL-a^%Xq%a9 zsJUh5TfS$fEtNKL=#jMql~}2h4kq>Dtuk7(feP3L(-m?E#Mvq;$PtoX zB}&OS^|~gO72SzO@_dIb&f>6*I!neVe;(J7WgO33SC=l_ z$3$({pB(q{oi)FWJAoZqu0+4i+DE52!Cde~^NYr_zVrEwXP$VT3}6|cLiLPYy2??U z;Syz4v)km3LXSr7Z%`I>G>PvbY=eg<-46+S(GRBD%*Agv;4qp5~%+-56-E~`abYtuZSZf{!TadL5AP9 zCawX06ouPq!Y~zos#q_r5G&kXWSTu0^*+FzmPk9;lz*r{h&CBUe*vdJe*lbF03+4) z^o}F%sI2iJk;a;U#R^gQ@KIaA4v}yj*?QcZl69U$3dJU&(B1q2*!{tuGA|AE^j1Vl zpL%Z3oNZJL%2pFzIfvKNvx=vg)kaupQT4+b4;Lc*BMC1RQ&x>|;tGG>I2-Cncxw{{ z7jFaGAa)-%>xVz%YdjUywE(|{khvmgxifB&K0cTF0*37xJ`Ns=N6dyQASHQwE@}l8|O6wxT4CRnxwc06Z%QfO= zE2A&7+avdRdj(&ah#+yiua*bWLdlu_n`arOD9HkF3HUegZ?|{hzLUOjAQGASkPZ-2 z%+m{g48N6XNctI0@h)Ia{-I2W+_Tlw=FwJW0=b6t|7UsKKIfGl>Uiz~JM^~th&)f} z%PjxMk)wxHsQzLka_A+2Jb$5y*Wh&hkK+HgXGZ}(LH`eDhyLQPRN|Jd~ZV+D%k#X0cdT+OH zq*q}@lx?m@)P)FM3l~~XgGC1#H>otUeRZjO#LA)=?kPs)^OPr7f$pq01D=gNDmz?# z;^~p2ikJ0|Ij7i+JQvM-d6e2_Ow#W*NtJ(Gz-9N}8gF%Q`K1E8 zWT9jHd?GU}@8_S+kOc+`@b8RAx#9VT!&=?wXTvr{v$xRaVOEL*Ie8eTmr)lP^D_B5F;?zV@=aok zWM9ng#VUU-3Moh?4U&6+A*}z~t(!y~#1Wpq1393pr>Rt{&Yz9@zfJfALKJZbn210+ ztY8b~qcz)>3QoFYCg&`CrLjx)-&f@xS|MLX{zh4+@`}3OIffh5J+l0e;biSl> zFmTiILs_oMIBEjnR?OsHbfs|CE;Sc*EWb3yEBJ5&Xcz2rE?#})txKDot%uI0KBqs( z2Y7lt>V7#^_hO|6vB&mt3rk=%P!6bIu)L*we#w;R}N+G57lbz5a;Y zO2f2$*(l2*rJ`z+iEo{mZp{)V8dUm>#72m#r&S#4I)2eM4gOlC7>K2$tb2RXUifW9 zIfmq+_m`3kH)igr083)*b0;ZFg=Ej*`#&$uQLo`2=AH3UDa;SXrrMur4KX&2CNJy% z!kobyXSdI4W4i%8$LFIXN&iWYDiwLalG|CT+B+8LO`_#?eY-N~9+%W+m&!;b5-FS? z6rQy*IMG|~pt-HSdV?>VbA<H4NlW^Y@DAd9h9}dAAD`4goD8sBzzD9FiF2wVH4EV?F=3=U^m`z#+ zYk~%6TauXaH!eMW=Q1T=(0kX;jn-&P6~7U?(4ll+_hGg<8xbjZUQo@-8IFNpjEf(Px*E~y@=(^>iX0+e!9z2VAVea2nRuUSj?$NW%OCVZ55(S@sqrN zP6N6mKf6P$Ua0Z(l1gf8rpM8W(h#rc{TRbqr?> zoHP|xEl0|K+nh@Nmj86@V^bIFdbO+Q+khmEQH~O)4{eNY0`#=2&bAM*3rhEN?_IH# zE$)V9PEj@k1u_{*o4P1^o#s!Bz80)DbFr%Y5Q0d1$c+-#+KUPj-|z16)#NnE~LR zSOb?)tDQ~U%o4N7+1ldPa4H`9bE7MqD+hQBy~{))#P0*BFW#P_0(uzb8S|Dw_aO&y z!d8a_jP+NaGv_5yKE&|CPsE#`SF*NfQ;wATOUH3~W)hBJzZNWNl9(T-T_?6U#@AL= zJOn2qn5atxaHwsJl5bLZ`;ms*1>2g5#$cZV0T%M~UX)$QT8>Xgy+Jd3@hg3%_`H4# z4y93;=hrPZ?tr_HDPLqIXf`8{OPr*6qe(7df5{YKzU}^B@b|2g_s-FA(67x zAc|;ZNw5v4G9J-y@amC4nt}}h%g&O=-skgqi`LK;!}rr>*dhLxqk%PD!@H;oT8)7ZR#z<0w}_M~zAf5&faYs12(Xa1PzM%yU!AoY4h~s1OQ2(9w0 zb@4ppJHbr>^_c0^abjs3ntmXaNUeERWlD0eHL7G(Rnmv`ncIliJt30hWg7T+i^mVc zYzC2W9w4mpJ+EZtPBwKjiB966BgV!(%{#|n`8beu%A&U+6$~NMawD*~364YsQ>g~b zJ@)bM1Y7rel1ZfN=qN?Uv%1G)D$c>Ihf70(qBASo#I+C4HoO*btG2ShGyppoR=_5NP6EpY<{* z=>Q*L$VGx{Sju8$lrGg=Kf{%@?1ix6m<8Ryr|%G)kGzyxr?TJX(uLw{_RZlC{|Obs zpVOrI=qKmxX`>!*5<&FUfRpKu{WF_X^G;*!#pIqDq$$$t&MQzZ^loC2%q0O-bp3sc zbNax3({63PshXeUGfBy@)C}QAKQBW>{;?h~si5_!#y-a3M;DUFe~NHRnkIi1e%?Ph zOFaG2tzgJ%U@hEJ{%!h;62yFwa8<-iI6~u>kDT=jE946++{?BtlTkdqalsIX=pzD6 zToNfbjMQK`DkHR~+@X5P9bvmiKCJr2tJuP>yqu?kM>28HwUP$n(D_g2XbuU+Lu1{O z^Wuaa8X?l^_MB?I1`>OShvW=C+Z(3p$#B{h_(_&{N!=>x}xn#lqL(}N&^ zp-lbVwTUmyZU-V`N#%jLRie})w4RhE3R(oUQoV_XT=2Cl3AASdEx#ZT6$K6XVp;Qm F{{TyxR9XN4 literal 55717 zcma&Oby$>Z)IK_>D5YS4Sd<`2$OtNml!Q{!49-x3G)PIe(x{srLPC%bVPHE$w<1bN zNR5bql%$k|^jYt)zwdW`*LD6lTzk9S!~3qM*Sgoe?q|Z(Rqr0AJ57f|p$;o5$Z4Wb z2k)Rz`(jfad5{ZLk@(7%%D&V3|xZ7SWGc4PU_Hlp>azbLp_ts zx9AIno2D)-lqViUCO2EyRieI|4>4zFbw=?0=rDW0;D? z|4`uBNORI;mM5?1Y;fohFeGXfYzj5S7Av~`MwSj=+}j@OYQwef%H#6w(fSsZ0xi)# z(wu>k;&H=R%5(njMV?1tEcpb58D39t#|jFyObbwcQTMa_*36+s|I?P5`#wqEzDyEO zjyv$j;lG|PFpS3HU2>S*Xv#DOT{8IcNR*dQ`yaBNCroCT-ud5tu-4xfXW(^DHf0Sa z@Fn#0P5SPx`R!J(4L(~--FrvFxzd1(FwD#?usJT|m-r!O@8jhl1snH8J2}e#sjJU+ z?oFfgdnT*Hg?6agHLu$Em4|yDemiQlw+gQwe9L0iF2)_M_J%%vZEbDss~JEuv=E7& zY!pLiTcxb%KeE|HPwAF?rJE9^|946`j#>pBMVr6H40EIk8&-8X1`3l|X*q;BHU)ju_LtR&U7-Eyci3YEH zOU%^%cW%VpEVfb9S_I6vxOTOn=sgmS@b*U2)qB_Y#=q~hOxvoK1v}QEM&%D9-HA-r zEbVXII3=8YSLXJP&3*j%Zmss=`i0YR&C|A)8-B?SLtHWWqC?&ygNOEqj|_*fOZsdq zPj%&xe3_83R$o5j_g*$DzipL&ITk~}bj9Q!V)s_3Su8H}5nSaxurx&| z9rWD%T^hu+w0q*Y4YC^2_Y1Uevz>H8N|CWWeJ6fYd1(24fVU#K>18L=L)bjwk3c5- z>XqKL+Fc*cz@+=!J;-wUPlgsTkzR`0zfIenjM!1wDfE0`*)_(X6qj?l}oOSj3 zua~yZ4k4|CLMvykc`f}6U=&WHzLEPTp6rh_FD)mB3w`nSERm7TVWmTsF<1N9Z9&9b z=u-vyMfKgy3Y9#=9Q(6OdvGjLURn(51nIVcLe7cM5m#_kk6@L6}nXJ;^NN&HJkG7_4e{^zak-CELmubUYjb6sRqaiGv z86*>Jj9ELl*Ep&^RDnJy^MgP|2*n6PdL_vhHTI0+)3)CY*jfBV8!ofvd2QbvnH^1( zKpZ{l)lb#y)gkG7k9!VNxqYUfg;8)v_^-KTau2vuV|X zV)%NB>&)wFU6L82lRfZuZf6+#@5rN)c6fSIsraeU5Aq{q5+C@xtm1fI+W4OQ(N;xM5*|9jNhicOQ)KIb*VR$4 zRmsNrT%$X`WPM~>O}-LY-MYHJmh(MPeI9A_rZegpUiWXPSfxME-=A-Lw{%&-($R78 z@856yZ@%~S-ISEX$m+efD1PcjYjuvY)ypKFj7#}8IAGF`TBR#EeG{|2dfGFU*>qZ| zHrrxf)>0wIaD2rltjhst$Ui;f!oORUA#{tFVJ0hMCev>c@bvV=Pr(nre?M9w`C)W& zwPnP0l6)W_qfm|MsYl~Prs;^PZ0oQ9T#I1^!l!-`UszI0v5LRZ)IDf*qS=P^E7A@0 z*s=rP-@kD+IQsR^p6;eou*v>T4S9>=^<3%N`s%My5X|w=(xJ5wzF~TU2V<3&cEJuzK&>+OpY@T*Ur`6BG=~)b&4UAj1Cn0 zjaMS-Kg^97+R-f}rr)b;$^6>4G^u~{?@H*=D3+!10{a@K(Kh#}ItL8R@#DvLPA=;+ z8|7-_exRhN=r=5Yvl0 zvON0#^{ynQwRp?+QG7iXD@7gnK#BgQ8#J@sW<74~fsxU+%o07kw?$cPM^6fko7ymY zU-vr`nnYxd=P=@c^Dy z)EMf~46?hKID%)Ea<Pqwh=8W8F zuD!L8HFGXVZYyK)z@#3vT6vGR=&>%gE49Jm&9DP@rI@^_S|^DD;Y;=Cs482B%r;8ss4pq5UIMF;A?1TxM~z#TvT*|r@b?a6hlEROP8in7TJGSC;ezW zdM*mXzP#|J|M&N$^8hQTiL{ot3P#ZNXxoSS*;a3(@;s~O&Mt*Jm6TPP0p4<3E zFB4i>v;HC1UVPs7dc&M?mgZM2!oa{lSXfvV^21ZSsI=o~Vj?rH-rwIpoSm0^P8LUr z4#8cM`X07s+XaVe5>^5@_RHaXIwmspg*v);&PZ4}J)*(kv)aA~S7js%UM1h3?iNjr z_vp3o6W=T&mtm6f#vkS4nM}aJ!jFfC2RLO95A2S{jx{)YFRx0?+`t_%3HsN2N8B>S zwg6mjTGgMJvAML46lA388{Kj3+_4*RkHRXIk{IeIv5e0bZ5?m!zl6Om4o7;T!OiCn zwZ+>w^EGuEja==2A|kvFs(@p48IM7vG+|>s9Dmv}Qe3I^Vhx z7Wo7spa1Rb+90$-C-+d+mDZEUJ{*{l(j*yJxiT^*YUaA& zoP?Ff_1hR`z^kuF8m4&-PNRO#!1Qc!cX(b@-#W!?`js| zBGh>3(C?@FYbYaeZg1>SAwxCMJ^u9mxBQwpw#`KE{O%?$yOAy5L3MmfWFrgYDGUkLS+asR${T&t#6R$#2f- z%i&eue;jQ#f_U%oGCs~vE8@so{+a7184T9tR3Gxs$j}t_@sk4zMsd!Jf5HGPTQj^h zEY!n~C#Mkw@}#d|Qprtgde>DpBq?u>-JlPqI?r9$o9=rkP0ToF!0CuzliKo?D`Usu z47}}mtCSCa7_)BVXAD2MrnS{$^e-f@DHAHm|4K z=FrSa#muXi)4#(1+I`HV_Na2L+#d9r&ssopZhd0BF6nK3Z6*h4AGQ2B(KHN2EvsAd zZ_}x8*qYOihZDXnwZDZ48K^%CUMNDahZyx(Pu@c)oh*hnNWI%Ww^Lfev4>AbI_QHn zq6N0?!fgx|0SK+Mr_ld2s0;}|O{Uw9RA|f1XMg3c(lzT^8EibMr5bG9ZGEjUvXOru zJy&xd)#@3kZ;cyADIIy@{G9;qnlaUP8SI#Sx>`b%^j*|^{#b1(__ic_t-E5jRhmS9 zs*#Asxv-tU&~sWi&h_UvZhlUB+Wx4)%k}5Lw*7BLlJ7ypntxs(#_W>y_ZD6!r){ym zi?Qu24r(m9m?KxR;yB1udHzRrW-ShV8QAT`OQ8!W$)v}53!+{1-{j<`(}^jy6XP?m z7aI~RnyTmD552Gy5z{SsVUzBV&>5ci`&{U>MX`wFIB940$j^h$+I zQD%fv-*-Q7ta2&_=9SXhwv`^SqyS!fD!ghoTV-XXBzbmjZuQLa-y!tI%GW0QAANmc zJLpT|-dUPheSK}ClVd}GL=`2zjf`;ZcY`Kaoxm4O9}bqGi8FmCd(H~BQ2?8uPM(g0 zg77_(HlN1}%Rb3`@=UhX_Y$LAQUU3KM%xkb{tgUgxmy-n)w=3Y$1Pv$F{}GY{vUyx zyZW51*92ieM$F?ulelnwQ>eD74c_VPU~UgjWN9u!Nwmi z6LtWN$FcX!xD*>G>*n?7pDcQboDS0)I)!9|yr+hG6&cCr&;?Yz_FE4|>vJ$&eyk06 z3lD1c4Kv{$B@uQ&vaZ|uetd;C-lpF^&@UDN?$_{}x$}Bh#64@5I$Nvas=@I|@sS$z8mz!;#K6lR5zmuYr7O8oSf5C(+%o~lf)$D8~{<13$tk&oqYoJ|k-mlrQ`cB2p7m$V@fr`e_n zMHKA)dwkq%o#gl9_1fsuE-jMWdg+nJI|~`Q+vp!sm%$X%KMc{CDit9o7&HXraE+Y? z^II+UJ8QMi$1!fZdYf~*Gqne+{*DTLX^8gg%XWXtp0CZv*GcDY7HO+s*hP+!8ygb) zvR+Tm$rl&CakuD^C`so?mp30+enpD6&U7J`XY*oZXs*|s-vz8I;ImX0@3-A!pS6|c zIF9A|exiNxkp$!0*w228m?J|j7oD~i!e{y!bI-yearjKF9UgxxuzpaMGY}UipBf~? z(JAvu(&J}K>CV=?)XoQeF{8DaLSOz*z9wZy3BD^Yb22ee^h*WxKP0Qj@y)fdN$K=u z>Qp-3p2Sh99yHUobCj{ z)W4fs44+l|K2itE$_gtH1)W&pW%R~wJvjeKdj?j(XX~e*s>u!h))ToCdHZ|pwd~Fv zOw3c78{YIxF==;bUd@*0Ly(ce3xdlUzoWXR^CZ7`R72bO6qUMUk z1gpjdLALzk+d{cZVIdKV^E3LHJc0KO4KE-7K)O?3FGREMjj|f?z(XwSX&8AiV;b(a zXpfR$d#A3DhoEG9m1mFyeVCZe&~cf`F4DWw-z}QKc}JJ z1@H495?%e<;3l!q5VkwI`_H)7ldW5EEBjGblt+TXZl*i2SLeqo&Y=Ht3GzrW&S%!% z)TlY5A@O@|&Te6i4?2YEgzSd67N7kt&Sgn}ftgEi%pf#$y1;FRCydvzGa%wbjp_^f zK8$3a@5>@z=({T0pkm?K=A(k^;u}(Ssu>8{I?)J5098yK&^u51vsUGulFb=>80JM# z|Axz2|L)n%nB{K!>7#b5pRdnohxVpNr-kT(hcvv|9dm74NFftqn?KW?iRMesZC-q7 zBkgCaN774{%gIUvuQ$9LmvY!jv@hP{#D!cxC0R8Sqfk5rhh{a|*bIq;j-~LPp^EAjw=&tB_3cJVutDCL3+zQ!NzJ#23c({C3vb90^y4yeyTA1DT*<_<=ct z=Hbt!h$US>{gAzA986hOzf@1A4vtx`Ka_uV+IB@&6QS?quKF%^8ZdglD?DG-hvwWP zf}EOJ6q<;`-~#$)JSQM!8Ia|a%hH7KHkbIdkwN|rHN6=cSEzi1*Z zwRUH^6meQTeU*dj@f?R9a*wk0IL4fcRFX|L?f|}P#-~bhtwOEVZF0>{vo8Iu9J{3F zE0(QVm8u~GO#u#UGek%=+2q4+bUQ#d;RdYjl8qV{j5~y2FGN|N^W6$6k6_;qZ_Y2`<8o+}?D#DxDkPRC4_xXK=FE z0?=^&(_N$u|DXEx0_*%0As(+vkMLB4G{|HIiPMQD$Nlg@jB(sZLo3rb63c(NIGDN` z{=K8?%=qx*eazSY=zJ!|U3AOP9vQMU0XYx(!LvDIeOrQTSY+OP;5xOXJg0s=JgI82 z4TU4HCnsf$x4~R1Ar=@(`7TD=yp>-=Uv7gA0u4lYymFDAvKvr|Gd994ePZ1qBxgXg zQ*OPr|J)`_vNoPZ$>A<$vR6Bc%-lsxqGxTvr0{tAZujI5i^99zT7nfJU&~95@MIM1 zH%qrQ8yJi)j} zGfX`*6p7t;#NuXd%Azx)!J}j&%Q<#Quj05ivVo-Th4y9^;D`m=2kH?*_Uc$WLdXK^ zPf5i-gz*O#527fvQQWNq5}UA?5-VGDsCh#1t`!{|A998 zCD*537>#jvIvpn2y1KdXUbwIk?&3KpGO~iqWb(*iQY0}@DKz%*;~?Y}t-D=l-T_&% zxQ(Nu#?FJy9-xgoJ2e-y`5_1>D^tzW!drFB#=Q^jCnSoM9qTV+smI=w%M5zzc=%u8 zdA9FM0)?Cc+eBY2!emuaz=jsJ?MY;VD&FeTSC&%d`f^(Q%*09XXbcwP;D*9K_KC$3 zf3r;T$(gGMSKC-uOImr=j=tbmr?C5&a-Ul&?c*C1jYo(tCcO&#pNgf-4BpoQW70-dybYoUv$gbYo z1)i)-VeR}i_nyME!N2kgdfPc7Y0r3eDSYw$Ty5=4=7naC z_xP#{{YMFRUUNRIL3Wn5u=g=&`9wS&>DV;eG4sP{y=a}()Dtp|t#e)NRo!HQNgsd2 z7?agXD>2`?czOfaDIo2(_g^3jsH9%I*CloInbY;OIVrDsHTx|t{Pzb7FMpiWO6B?R zkEP=KlkbE8s^>TRrSkL6i*-MgU>Ud82hwh=}(U6U*BbA=cN!8y3L&MKQhS z%++2B3D?|ZxUs{yK;S~2i?XfWZjXZ!gTqHf&%ZpmKb!hguHMs9H3;i>y#L(d*~mNk zoZ2M|MqcMXn{D26YP+k8?tk+CFVb7uv7ui~93s-ssk=RG0)yuFo%8fsdkDXlMTClv z{DV7mcYLa8X?g5@96jvxtv>?0z3D0+tFEpw%1T~7_9+&_uB~Lo8cgoxt4DXg!ta!) zUM(*eiPkb$ihaDpzuae14r4Pq%2n_irzBI4waQkIs0^7drLe!~2OnG*6Th71ZYrj4 z>55THP1H|Fw5B+wanHj8^}yIFDMsEByEyW#rXSdD~au&?#DgNhqe&R3J-IpJ>|j_tHm#{$>EUt+;34TF&Vw zLJ$-y%=Ajolfzx2jlPP-L*08sLQnnO?DGh>z+?Z7_&t{tlaL?WJ|r z_2gp6GfxM#HC;;4E&SJlQzNG$L?-mkYhW(B+m{Ye%wH5sn{3X5{h?zCphC|*RxaAC z(yyIIpI$_ZUc@byX^QO^@L$MgJRA2G;R!H#I;TWn(0M)Dsb*e6#tRpf9>qtD&pL#= z6?+%FnM=1ppe}0cUd}+p%E;q)Kc>OqNC7+GPmX*vt}mvD&%}jn`vwsL71q!paEKlz zWv5z~-%%(L=P!L4X!hInRuJ#vNv;gfwUxClt8;IkH|@FvI%+&N-XMQPiYC%_P`LNLvC zQd6aV2VD1vo^1e*vXvqqzkWRawVY_ksM7tdx#G*$gWrnJ+=Vk3L}N)bQ6@Hb#mIzq zr`EbSj8y+C7n}=_?_F!Fqfs!mt8R^53sytCcfW@}|!a z{=i@SOs)H+DQ%mdA*9&e_faZAPM7<+m2Z|gac&$i2fxeSnb6s-eZ0B^l(LZ$s8voET3qACszaLg$7i1t3#Gv1WIUu zXH6e8V0}vWRof+sQYWF~3_CUg2x!vQLt#mP^JDRuG#_0_kFL zLwOA-WF}7`%-d9rNLttDLbghW@7I7Gnuvagj-UxL(J?m*W<=E?gyeg*Jok)z>jz1Vl*t{wnw4% zr{igY*J#u~+;+X7Z&VCnHHWf{jj}Gz%;!bbDH*H2dzTMGh+q>3i z;E!#3IY6_%PsPGvrKb8>ETt{(%7-;?o_T8c?9J9mZECC22aOz=GfG)a{8)Y~fX%Xv zzrX!{&unlTCfuj-oKaU28|G?~X@fP*n)g}ri%Yjz$h7xZ6Pt^>FMm@{pD$7q`28}9 zBOb{S_2rDn>67R_Is}$b5<$Kzz>%LW5yX9fvZ~2E+x0cZ!hsu|^}^8tW4#F5tk8`D zY0S!ZtE`E8CBm=73ha~SJgO zgsrqn%Fr!P{c&q(wKtbz!aIi}F!<((7*w2@fcbd~Al83F45RXz#aaBHS z0d>u^jg+Cojxn6GY+^tId`y1EO&@e;@n6Plt6uAC5(Z0eH%|o*=O3E>T-^rePRyJc zwo5}NOYE)D*F%TEkhC-9SVmjL;ud`Yk;@D{dQ%ZnK#;v8x7N{nSwKyVj#JaugNq4@ zO@5|D+Ic-&qQzd1z7vB?u2Tp~>CV%LxM9JsAJJR{$JiwBNUhzxCVWe%>JU-PtDf1a zp;L^z>4QIT#-OSpZt&&>3HL|8km|cL>rvJJ`)v!*$l_SD-=wC6nL0EY)6R zj=r1)+WfD){A^}-x20-RzmusH&v(jjRzrsZnF^~HFGpciBaI;$k=Edh)lJ|L$Atj3 z()JAUyw{J-CdztI&WxgMLVy<1s+0cGpWTb{rUSPQf+&SZTZZgktjlazf_k51?pxOwoacirzN;dcBwd<@pB%L zUQ>_ak=uR|cvR#1$2u6>Vk46Fb=*brpwmke6tqh8LCUENsj0Vq8Z`A9*KM^lSy*_d zQ*xA#S~8iop~ljg)N;h4qN2*m{y)Tq2KgvV!Pthv9@oINFhc{0N_YEq&HIj36liqX zynt%}Mi1R4u`V-DQ}`TVt5zl*QP?SGXbP6fbGYpQv3Mo%h{lBzY$In|>sL zZOg0CUN;{^dOrfP)5IjBFqTij{Ny;IR5|gi<~qN=Ftgna{_@SS|ME0BsCx@A#A#ur zP#tNAwS0EYXsFn zS%!81z?KPhm?;8gNc+eYaWL?{?BM;I>;rGL`Jm7WtjqNAKI!K(JD%J{Wo7Q(-m}cw zzh`I9va{!<6Mm9#?<)f-vAr|u*Xc_>!Zx;MDdPN`5X7b|46V`?peRlYN1`BK_rP9VW*FFt2nm%pOgA~UWH$Z!HLi4}! zm^LHH^7N;Ia=$kp1UTg&E8Fu$oCk|DYWa>{WC{;qJ+MB-wvngJw^ST(rStW>|FkpQ zJ1anF9Wz<5wy@wG**pvf;ph1vbY7R;fal`PqpLx|G#OykwJtt~H%(k5*E)dc%Q~0p z%t%>cZpp7YoP%DI@`pv&Ei|2Y-qadTJ?h4?uizH@881RQU2Zj-Qx=*^IJ{q z;){(w@4W3TJ!LX|?XI2{&U4BNQRnN_Ok1v;l=#cF3VU@uaOaPH6{4--xW@Md{Pwde zPF!DtksaXL~TUhn`S@NJBsZ46BJReQx)g|7>;r(4R<) zuv>Q%wav$lTa{<)4&N!-=&@fzx0YT6Sk90hhzo)GRUo!$af(&Uqxi@Q&Fs?6^qhw! z^Cs%__5KRNXP+!qG~0quxdd^(rHM?%=8k*d#*SWv$Q2|fBUo^ z^lK*_!MGH|ZvP78Ve)dNO8S3y*KCB{o%0%r+Kgr;du}PG`N3bcE}q#Ch#|I$-n^R# znyZZzgY$&Um07m8dpaQn?VLwLue$r_k6TUIkf0_{OENK?VWs1I8iIxJJDV6pNlo5G z*nE}vi00`0aL&3IS8dq7Ks8o|(Z4k+Ur~>xI;kpn`LfvKG!Qx+E$J1#a%I@>cDv5v z&OkkbaujUt`fQR#MA61?HsXHCn~p9F%zAwtpCMn7=*jRxJk|dts#9J+1))WfbB6t5Zee$MST+uL5_5)pOD$EF?%KcIiXPe?9* z`zEL=LIR4e^GgvbLeI&P&xF&YC$zV@KLC|1XRS;;6Y2W__A4E<-z2(gRj<)imy{?Q zR)0thlItHWZ;PVj4+<|xE*IC`7!O_g5}jK8y~117^rdy*hy2NNvOMm69na2^o7EN$ zaRQb{R%>v2x%r(Jcg{5Uvg-Uylp71eqB0=j z3<)Th00mPk`X6_IE6(?6*2uGugT-uQvo=q z5Bv)98m&)*Udde5F`y{cm<%#Taq{eKN-qcxF9vda+2=H)4Z2qMC989iJ6Y|!qkfyC zpKF&r=1In%Dwpa`DZp;u$k9f^#RODLcX_bD+-WQc7>M1Pf;kWVOwk(ofKqO-{~tm= zqe`mT%P)}Ie{z`slsS$0)0ao+eXjv-eW`p2j=_=uM?1tKUylaO2*0U6PMe!V>VpZif&D`Xc^&-F~1#62NKV~Gi2h)ct zVR{*IK%loF$a!Si0V4o4_s|L#ME9-Wr$N}dS5Pfxg9-qg@#Gqj9dOcu&Y2BK zP@DGWJZY!q4GBp?+(NjTb8$t_a`+otdJ=2PzJs(#(X-@;7yfWH64qq4o*2pquoQb3 z7`;V`a_OB`rD9$Lhx58A)%)adkY!jDmY9_5%>1<6NQ{4~-z#^^}_7Rr&~g_xrd@KIJ-e5NBd6sP+RB z?a^)Dho0KZd|+boVYO*>)%AiJyy?%7o1G3)#RB*HuUv4zm31l>e@mlgNJY>W>Lh^n z=a$HP#;I1WyzhztJ=rwm=fG8X+oY@AfXrb2aVe;E{<2>=1usKufEi*o>6Qc@zzqXx zvn2Cezk*UwD|(1_T@4Vw6H96oDW>(MDB@n~vOotIB0!f#EO&);<>T*RfpXdwUVL;S zSwhHYjj<%$#Ms<=bW7$~E{1Xtggsc$kr&yrTd%f)@NWxpD^PL}Fg{DU7cHV5o8Cvl zNK^0CS&!=9!i7#IPbxy1Ari8>eWDL0`QQE=i+O9C2%3yw<2O>hGb_MTe5Bl4@EHAm zwHxwo@;4jMi9xAzVw=8OLK|Z92p^|#GBtxZkO9CPAAB8sLBc88O&u{pxvt{Tk0WGX zewW6X*-o2u2+ z(rzE%A1TI&` zxS+&bUyI`VsniV2z4f0J36;VO^}STuiZOq5RZGq-XteEXe5q^bA;04Qwpxv900@xlT2tY?+kZeuuzhq4lR%&t77=Ll*0EE7DJR-3RPa zZhJ)DkoYofGsvfukk#l&m|RoDKHgpU{^I;E0%{rbwv0YE`=?bjh-qkdXAOp$+->qVgxxm*nUz?V?}D6iol}}+#aLND z_J3!4@Jt!v66<4$O+ks5hR-NBkxy?3^aF@i7(7t-;CyHJ6Wmbh@WDJL6C++fSUR{! z(yWbK9$EiRu3?$qej?*FLn!TLA^3YO!v1_N=GAluXMNJEjC|qB7vWMlzkgqvSA8w+60W8wXwQ{;V+K36S;d$M2r0|&=c=7<{4 zZKIb^M|IfvE--P6&fsBg%S7|W-<~}OM0O*9M}DWWV_NKuled4 zyS(WT`=L)|EWwFq+cZ5`;s7uRLvi$i9|%|%+tj{ZWq4m~Wm#Fb8fG)gQ;r8FcptL) zqh%s2shfTRS(#`cz2sMrcQE5D`Iroot?{?U-Is-s3I$pvjUm0uBc0UCleLX~MufYkr*LyjRb(jLx%=%ff|7#0c^FScnhE zKKOamDhu2i#|tU)lYcH+h@|htSA8iV`kv)@w7%~59M+C@K%%=|ASsxN+V=Fc=?wa3 zgDOO{_;%XrK$-{YaG#4zHgT^_U>SgftL%Nsc)~$79o;w{!t-}a3C%-lFCc`BwFdIx`1ZJ_I23n?0)M9eyqGqu?r?n48_Er` zam-#v>IL*?{_V2M9TqrceptFsT|*K71IIl2NVhb}>00I4Hj`Vo{N<2aZFY`vbhW@k zJ^Bhf9N+oJ=Qj78Gpj0qlCiYMpu9%%+?&ZR?JZ;kg=ZI8E0c}(!igm&5wc}=^` zx%hsqXLT-UWJb?AGhBr3cwou9XIH zLm+NUd`4Yv5sSo;x(76+Z2Uj(Rn&U!#u!x#jS89p%-j(D75K;xGdX7*>vnpdv_SNW zqGZRoKl=*bouBA@bNkr%{Ixf`_uzH^RJi*D^;#&_UQQ`IlbFJuBFNY&CTI~1sc~dB zr+=~ny0epv_gXYky7ny>iF*`f5m0BvYkW5YN;O(~#bTejG3sBl;TLYJ2r2`XJz83NXkl}AZ56pQ$(1KVEsL&<&id5#qg$3(QxXgbZRr=(t& z`Z<9(r6mg@h1ZodJ<-!=6VzXz({XQMdOYCkJ*hv@y7=_wL!=Q_KBx=9U}a*N=#wmHIj^?~#pdvKZQbdUR{3*=s!o}!vdEM8 z!tNa(k|ZIt?@X7`PSubWbt@?o_~=|S72=aJvX1y@&6Gn)j7SM zEz|!?pimxn+b|BKVyFi+a3FKfDjChORmgm^DjmCZ{FxnyLVhaQj^e;C^d(bslpY(( z8n4|Lu+YQQ`RE~o2>#sk>-!-!skawMb8w4Dpk?5em!s-+v&$PVnSibZ&lYJx)ku=# z5|nrXbwkg$07WAYW2uCIzeJ(AwG$BN%53hTLo>bt+%Jr+;3R_z(5m(_3@2^h(XvT% z#==cxuC?j`iDipT*B0WK175IQX_E76jEElW2GxsTNb_O;j-;60sx{5@Be|48mF03< z@Nwvhkn0E(Ag{z8rW%VBF`IU+R3wCm!ky!UIFjmQ1z#$qaDxs6{=`sU?S)ZQw^b>k zIp3aHJ!qQpUlpF}VqhkhU<+}pC4ef#CxI4Oir{-?=$7kVW@p+up$Z9nb%`V4{R|r& zC;s|rtkgafH%~6y%Qi+X;ur?#B4H4Pvb8nFEcDEmxScy_b@U&jDpTd+gTJanIw8k2 z+TGsvRcly!D~D3J{WJ>C^xv{tg`lRxu5&*Pa2aB)-HKXp6;mic-u^##Ozb(WRt^)1P5(vLQ9fia8>lAb%ZGa z2Jn>mz^2~A`Q6WieD*`AXeZE*NY~uQ_w@Yxk{w=X`Y&4OoJKrz{WzBB0zr$-v*bTi z&MB8OK<5@B4kDmt@w~nIOVsYTTXg|cHt;#T)xOGWOwybmrLvea%qd&TT@I>Bt&_Gl zofB51>@^pf(@(bnJZt{`lcYN^S`JucDJ58PTdpDmwIsBo0KWCzb3|L?uQh9oKcRbC zr$bwrM+?YWsHioU!8oU?G;5`4-l0W`(IQzyH0mP$sw?F(HmehD5Z2*{g~wvW14vjN z?{-}8ly9Ww*gY0eB+xR_5Cm4GF=D@;4~^VSh+`rT3pC&rbBXDB03rhTR~t$a zWq`{{)gnCkA1#2U;`TdC-kv@TTMp%HuGdNi0)@hX{MU5H#k{ggk9eutUjpEEk#pb0 zNV)7HhI;jxqHlSKqcxSUsVyYMufAe2#$;$Oj7fR%Y&4O$s{<8Es5vH7c^tJ`i14_d zsS@Ht8s#hsc>>j^H0gj#2Qj^djz|^UeHg=D0SK!KeoNpCxU8RX7P)o&a*rL5^VuA< zw4AwB5z5GbYErb0$Lpu_+%1B*Yn6mI<5@NUqbU7cH2>5KoWPgPra`0GXKz5ub#0At z6RCQP;vmGWt39ET4nC&OXs=uhH`NijPFyQ`UnUuoEo_K@N9t02Egho#93OCZgfgRXrBfaWWhcTi3k``zB_( z>1A0$G+vnFM1BEkNBG5q`^&SSI+A}^(c|p<4U~3irAW^{G`VC#Eu4TkE(7-*k^m{9 zq@^Xl#_6s_qWL+INzT+}u%ME*EdQs7Ld%|%>7H4!D}A{#3Xh`t0B$3Z99Rvw>ecp!dGKm!Y~M1hF8OL-h6E7o)eJe7ftZV9T^e2T`E^w#W6x_&dmV z2>3rey{B}AJn?F6tazRfR31SaFu66>mnWEL0rEYL_I>_LOJ}UGc-SgVjl_JY92Alt zsogImd%1Go>&nOEwbcT1Jf9dUPcfN+=oeD7;X>&SWW_NS4ddTm+&Wmi7x8I1fp5^d ze!#y&DU4-fOgR63bney(M!^>NR)Y=RU}GB2<=Sjx)&i;+tE7?^+e1NXLsy&oI&6*j zs&=hm=n5e<%Y3wm>u)Iu?f@)mwp0y)!*r<{6{&|@?N%)9zvrOTVw3r1a#u%Pe} zE3EbxLr53TOamhUP#_a;{Z;mWe+~CBtA?_JE$HVs0zPf{{L0#rQlIv!>88*t-g_m3 z85MQ>|6|75xj-B|X$ztglmrXp%A}#YSdh*>A;hEBi-LN--uZO6O68z8XegRKf4dhzsQYol{9L8m2MsZck zOsEfvrV>>(#Vy#_E^=O_>Vv71W7en2t+j&P`BsKL?&eph?7D?HUFYhphx2+uW>2WI zooaI2yA~D}QC_98wa9RJ>8p5`Awd}+bFkPy|>~~fR}9$MvZ?z>+F>BX%E%! zw{<@CzyZx^LYD$hvAX&Vz85=DsSZhQJx8waQby;G@gSFe~oG9g1`XA=$RTXQ@q127s$^@a@=?MId@mCXVop2S1y7)xLO3E3&h6mHPC- ziPOxD4LLM-sqr`zVNRqXb=~x!{*0hWSkudC#{s~uxF9|?F!c~b`Rh^e)hUOG@y%!k z5A5LJNX`V-`nr-|BT!bm+WhvrIF*wPy=ZF!6PDH~RD|;h4i!TQT8Veh_kH$FNXE zABsGhxhHg}-eoV{kZ}KfCs|14fWI+*@iJiqvctCD;CiQI^*ruV{d#={wOI~hSpv2Q za9k4_>YYAYBRpyMl@1z83dzpSf*vZT+^?*n$M#&L3YGMy5g|4lqFEbj55PSVVW_t$ zQ`w!FsP%$??QaqVa#|C}6v4uJx~@Q0LDakWnPv!%?;&o0z5~A6VNZU#eYx|POk@z1 zwEnTQ&ZTDOrz#@j*N^`Bepu*csm;0(`*LTK@Ol>o+nY&IVf>=cJ^DZcveqjM$dfDttwt!w#*&s%lk>b zrB$_e$XUmJK_daiMTqCRDvd@VSs4j=o=RpjyikbRB+Tehi=5C6>R1(B84*j~%ca8`i>=;} zs5QYC7Z~HYltZU=!k*5hix!J0_cE-AGK1`;S{205cwP9L!OJkvSaYx_GBc)d#y$>i zy#56y`b)oUy2_w%64PJ%AIEB)or(9>H;-~;*x;@}$n0#Aj`}($Qn!)TPEx+^R z?9BERu{6(D6$G+h1!bPpIfzylMJ+svX@Xe5rH4rX*o7ONJAFQrY=ak!EHCEd*&dB+ zyJ?l>cFbiD$VeXpKrkfIBYaOp;d*RZ7LG6APZ(aH#c6=9aQDZ&*w&t50qYwr7)DZ@*mV!CX4SoXw}9IuN-XyqZQd6%r6yX6mCuB}H?Jf7R#?@$dzWhk${2*I0y zD<8c+LA{fUM^1)l)1lc2tE6fBVX+(8g(%YD_$dp6-R6ykk{^7{2#7urDw)jeFx_ks z%ui!M>v&_z7*DQ>%P2hpj=c?+5ko>Mttc)faC|TP8cmYSOZ(%}pP#)Jy?Cz}*Qz+A zt_xp#BP-@M_%b^;Lg}VW+y=H>NM)OPg;daIL`m8kYgH?=YP--sa~!n1*ECIg)C{@nbrqFa2>j9NQ%{= z_Lj*}t}n+*haN)M_~2ttp+jHyzW)kx*x@;()T+$~oQ`W{6AR-Z&30m@ZYuLwz8dZX zWnX+y+|co-BG)nQFK^~+o!9ihME-i^1V}#?gf;+udE7pMF2(<1=S8+7sTa)@xAVm> zw;x0<9|G)@rXeyU$aQ80lkS*L+_h+_KWnb& zgP3QUw$EoIX~T|jn^C^)>3!2txb?xmTBTUirM_H#)8^l%1i%pA$gXc|zFi<4+h74v zK>{V;`~mE=3{9d$gR9!3!{YT=rN_JKI}Xs#V^J93PeG;vUql0I_ahgi4gXlEgU0IJ z!NFhOU$pauymJG5h(cI1gb=vA+_3PqGUV#v?I}f!{($VdwaogT@yBK#1W>GKjq?PK z{tnq8{k`vH(7XWBtl0mDsjC30s{6jrL=XWH6p$8_ltw^GKqVxkyQI4%1(g=0Q(8cf zl#~_;X%OjBkkUs;H~jZ~eE*r>jPuRt_uhT?o_o$dYp=ETJ}c>(=h#SkaBjQruMsCF3qh;;YM|H!gP#g=hw<_58 zqvnGttqad4C=gHdPj|~w6P^@@2lc@SNvN|96qAZg8u>5rX(Z4Jwq%4RXTGq@(DlQ7 zlbS%N9?6%zV=P)bKxlpltoekPN|#k_4-a~Og8N=95b<0+UnMQ|y0La0_?pumPT_h` zQ7n5x$d(4Xp5J@biVs$N_bmPtd>POdRx{xcMBx_y*Q_a}WA-WhhR*<$k3ogNe%q2~ zqMiVBxgq#Z2y%1hOfF)Umj@-}i(SX}yR2I&68=8$6@nU|OO)l=pGFh-5x{x@_YQ2S z^!u#&KLFatPDRH`=UcIKVv3FjZBJYGpb-ZWbMc@IA`ggy!u6 z=^KvY&qpaGjp=)o>C-2!$n`K5>`ZycH-Je65}tU5`@cc(g#|gQ(dY*h44EZ_5r2bGJ};w}ZsPkr^mpF!OnB*ZVVO*H?xLoPj!4TwgA&rBlFh8byi=3HRk{@lMlhtb_%+I zuk+_kndj{)^$&1CpIHEG?Sgrm<2(L*pd(ZBC!Ioo7e@`Aj1#iRhl<;8_u~W-BQ`xr zz^41BZcw1FkqqRy_tuNWgXRPM*QU;Sd!WvAmBQw7=uPEXfoug}(=Ynj52n2lBPBs2 zOben`zXwQQ5>Z#n)VaS#4Y^7Zoo)Gcewt!Z8DJh=oU77h;-077# z|MkmPO@*(}phSa2`k`5bGE;l1&bNH4ccr!0%`dpA(89eDB;kB8Ql%GJTB^cg_?rlm zxK`EXyO7i1gh(x@L)mJOb*SLM-<;}n8%!Wy2jkLPG}ImT{wDr-K$jHd2LEbMM@V^|Jd!*&B!Fd*;mkt$p$-@j#b_V&-xbP;~I+@r$*)C8o z6@oH+oQw%>ZdY_6HT>+^b6oU`XW;^hL@elu`5&Y{pq-`gdXW`(lQhDRl3 z?guSV<&T^f8!S?6G{~%w#4Ze|gcgS^MUBj-W%m!d<+rS^b})QgFxH)Atn-b(2NRrN z@9DpHSn|0r-H*Ang>s<*2NE4%CCMTUG%UnpiP*c499P#3Zs&{MX#(}N(%j4uK>T~p z_e?a8s-zr%XO_xD`~+a%F@i2z^s%3h2%8r5lC{OKPz*^B*xI?feWsNm$=x@A3$eRy z#w<5}C_LM$n>%?&7jDGY=4O`ICFriuABd?Ym_4s?PNd9m;zOZ-DXr?IGpN7|m^mIS zeZ};Gx8C$W1p`%9oy+WFghvR+PB3*ID;Wj9>0MyRJd0Wnkz^Jcv`{(LC-G*#)8gzM<7*IwBr+VS@A)2;eUe&N6B@cy zy>a;BqqRdV^|DhZWjpJWizKR+=k^RxCB{x1BO_79D)-ngH?)1eON>>jjw_ZCL8&jX za+i4f%hUtITixLa#T5G3mz0a`hBU;TI}cjh=uBd6ThhPDppH8KDELBtHAC~Wa@Az} zyid2E&-P2k-1u;?xb5}vz;5N4mk3*kjmxA~oR#$7ezr14>i zp=`-Ov+DUf?#16mtn1z*0E|k#f~H1+k1uJ#zGNYX=y5};>AkV{_tr=8+qrqP5p^$J@^)# zjZ=7@YUw+wB8@Dp&S^VbsXcvBI01|W1j?fdD`vLkniYGwCZ$!MKQE>-w49OzqBNhg z)y~ua^)>2*caYx0y!q+5UB1oM4cmIhg{fSEneU}a4M$pG8s1XXp7#Ee|1gLXr?J{? z(pmo_^uZdp9u~(wSO2hdw5-L*9_cRA<_nD!LYFA<+;!ZtrzNZnN>oi9V+Z2%Rw&4^ zL`wPs(6TEN_nlwV3d;b8(RQDvv9U@`}t8VCiU(Yt~kI%EYi>)(WPK1OCzbKbX`f)eihUoPsx=aSkvDcoB zSDF}_7a-gd^3+wQa}45$*#ycjF9&CFs9ATJGt&&2n(|E$pcEt+A8IwiIFtfGO=W@bO>Y?v;%%gGWAFUq(=J z^OfC;0?dp_i;g)rBP zyw>0=Im*uLfrSg*HiKCsBs;H*wd<^&8MpH{7`ba(IS%9)K*uYhZryLe$29Z7q}2Q< zx*)E`-)ZQ^xDDk3GDH&Xgob7MfE`&257%}uh2xyzl9|TIB*Atr>0E;y(`iF9Ga0Os z;70OJl0LGinXFizE!pO-!-_a8H2|YARCn0%4R}08 zXGRia3|c%KSG5^$%{tAGb(z^K_?O-`SXj3^?{@`pb-!M#ax&_D)!&D&yMd7!Xno(d%$Q98K*_W;%pOkgJ#AR1&P@pYf#e2Llw$he zn9aBSSNls{b8ompt3IOVLaY9Mmm7432kKPO)c%hiJ{t>j8O+t$*rf6ywT@&MU{nkJ zMt;!P*MW{JMS_+VbFG_ykw5U)1na7)JMG_Cg32e~TBc;3Wvs#${xwPFIM|(4Jw|GK zbL%XG9KxWo>o;x;hI!%r*)T}V)~;EprGblbaxXgn^xBu<>`m02Bv~3C=E9~i8sOpA zixWvsDv~d^ciacs^?P#0**#4do|)3 z$J@dJpsK52u615988g&ytG)!;=9)?cP-jv6608WUy)!;wsPqvmj=iE{Xxy3UnQ@n< zdDio2;&RbQYk9}8&=MuZH~I4X&Qk4-{DQehhfO#)9S7eh=W&2zSM)Za;94KIY!kb( zx57mg&IN~TWe2=YOH>*pm7O!bu=q=6sGkC>$T+u|!e$3OtP4$q51%;Ak zX=E(ewGu}@E15v{p(OSSajG7fxkJ4$4DSxrX7$yTaCxRK&GBX5?o8#;a8NgVA{;0X zQiYmX*H|2V`74wNwu46fLJFE^6o{kOSvvets1ONEk!}sOu{gg8@kyQ28=QN!|S%QOzfV42FP) zgvz*SSNj}G(F#o`>_~xso**rYp=W_GI%gAA;I)1Z%7kQHKEPr-^la$TnAM!+q^=PweH@4E41?QAtc$XUdM`f z%~~$_W;%b@bI2qY=%kc~$isWWhe2qVw7Fw%O4rSf`(hPp=+8rY23nRNQ@2?{{HioWE`6MU9B)2njx3_g>3bJLzo~te4ro*R0~5UA0j(Gw&+qZ7H2;$ zu)62A)qTGx_Fw6o4SOQ3g z(OX~r9ExgrrVN4R0a@L52tYDPPq4maRXT5t)HnzQx=hiQ9x}KlpD3Bwqlag;aud zZaSAZ${k*xeg}Sqc@P%70`GYg^;^M5z!yTjKW%|ajV#ieM-+QXK-pM4*7Q$?v1u*F zUyCAmEO(1_?ca4)o-zn~?DJssisboQ5(E7yxM3i}TnZmi4rf?hLSAfsz;M>6Rfo!2 z;R2GIMmMDmZ~Z0or>_a1I-W^}Fe!U!?bDrlYC)VJvA}lC9z&blrmnH{c8zBecBfw#v4|Z_Z}-`w5X7< zKZBvUF*kGTDDq~?|7WXz7KoXS+TmPE)ve{VZG)QalT^pscyC8R`1ZM8mC|qM2ZKk# z9JR3pmk1gY6Wh7d+rQXB<;{i=l=}H|&!s_8LCHbWZ>xfUPWz!nocR%q`xm}9s$$XaezljDEs}4W772Y=XPLe(GrG=Vj=ug3sH979tJy0|jFY4=X=Iew@8%#3G1Gj})>HY@ck6_TuuDXdIrVVGg zl4vXxH$1nqV!g=(#m|mf2xNaJBQ~XU=~KlxcBCJCmhHkwmI{%-fim<%$>QYf;gVIV zQ^zJb+gb&$m8i3QdmmQJpQEE2%wd9L)9Z~d)DCWiV)H+pOEiTVP%oF;$|>})Tw!VN zFNO4&UO?$<&$-8`zKqW%{TKeYiCtT7)TR>p>=$XBUa>80m}2QC+fBKGi9nZ`X?16O z9y}rbIMdPdEH~Xh#Sp;j;Fi#IKd((?(wUjqolPL-m5HQ2%MikkV2UVEe>7*1XB8aP z-Emu!ux`9lO%}CcuuxoNd4I5NPDAq*R~47=G4w|wF(tz1xim$pjI9iLB3?i?6ld|1 z<7pMdo=jrUd9Yz0x&xCmVUUA=@0&r(Y*icADLcXH01vF4N~M-6DY)=DvU`poTb?9o zgsOHUbAUx;-l!EQY)AA>?6U(g1R0Yy<1cvTAw@_dfca+JsDNjh`-f?mh6Qa2n0`Um z)i|T#m*;4_6aMcov)nn2cQVcu73WY2m%!c*16Ax`CYz|u#v!XjuQb${7Y`WD=TOP= z*By(?@ZA=Hq`5HxCyHO|WW!{e(!x1|{7aow5_lC5p&d$9d_y6mQ!~RRCtbbyqK7Q^ z(99@2Q@78G_wmp<>t}kHJkgDJ(Rpw_KSCDz6n53t4n33Y8UCPZ13*Fgr%*IlCdGCX zVy-|eLZY|=b$&pY+_L3x3^$;)#Gft5RG5vmzEX>}%bz0^B)_i?bsHXO5F-f+m$H3djTOsz! z1!Oa2;LI+|Q24GG-jROk+QVGdRZS!lu9_*mI5l{1z~)cZ;{d?TP6+!`bADcVl0bl0 zEb>rzS3i{bHyPv%YYhwf)$!WWs^M+imQ;tb4MkVz!Xs_lhsN8kvAE*-B_Y?5t(Nel z;5VJ&-hvg`zSAj=NKg>O{l+aj$j#!ELeF>eD$1wK*P4u$x@hByPE9~Ga6b&Bv;}q$ zNS3i64C}&X16itAAOKXO0^K1$Rku=DikAzNNB_YxM-W8^c*f5I1e+^9|8DFxx9H#p zT$Jb@fbTnGTpUR;+(mEGw|*x#9ZxlW>H@dMS(L(U3C#!KoXpro-0jr#PDIoOs@$9} z`W=`@r92m=+VgCuu8Ik|yGXmj2`zwZZc z4mk9mV4{@Dvc3EnYYAw0fd+`f?sE2#a$%zelJWWEL9A$!b)S5mdfX51MQ-3atgdj= zmQUpqBiho>s;wP!?}nPYGdp%kFF=|QMAc2S4_G21rwhk@9;MY}9WqAvOrX0!uhSK<$?vUqkk zf{+&3;parx*y)Ej)6{;=#i(NjB7`U%;d4|{z}3(1E)xj53W6r1FG8OSu(E9^6`J1G z9DfC(Eppi}?W(-E<3bR6L;w}o^awzLPHq{W)2h8?wqSASh&^Yg`mFHdTrS+fd|+As zd;fy5wHO ze)pdlg>>Np5K5Eq`U+l}TB}yTZx&-wTZphj$@nbP(eTdrDx8PXD7wZ`p-l65X3H9i zbw(ui0ZjKX+#s!WSZ5@uZ#c=Q9t>!3U1-vqAf2jHa-03mmHJ{}OXpIR;`^`pk9*}N ztDcihJGg*pM?qKu=2zOtZOg46?}p1KI!IlwtWNFyT0t;R_x2hf6V0is#~3XBd*%Bl zs4sK52l$WSQ(%N@mSWIh?A5|6pR=L(FC@KvZ-3TPC+2+ABWw;H3%)$z`?tdGhqzFI zdW4E5yaQ;*hcjMxGCqfu?&vOt+E6U67*D9%P9pCS7^`BkeC>gi(mpV+cx1NlvDY9F zc6|v-BCtOOAUY>Q5TG0&81sD1xSndo=MVC)v71+98^C*i(e6CbvCqlh{*WJH1IGg- zBk8!64pLl`(@3KKke-7zg@E2rd>-Ypa}+(M5{kM1Vtfs{Ni{S=vVh zCbU0lnSRdK{#MS1V1~#b67x?*6fpV;xak)UCi#BDtjYTF!Q9N4qI5mDE+0v3>1kH; zH|${n+puRLzszWY9U;hk;TAZ{Ez#_fm|Z%wDoi@i2(qte=sN)qQ))&p(cv#u3iabn z8j)5M7u~X=$}!FZA5I!X>n^@IE-2F@?iU*RwchXVx&5W4lF0JrHuLB)QmSPKz$DQ2 z30~YR+|+kA_Ypt~pj*LlJPr}6U$WuwhuO}bLk_Q%A=GmsoDuH(Nt;fpZyIz(XlPQd zpVTr+AYv1##Ygo7Gj=H1ZKn% z9>O$zHZDXYwnRaW#!1QGL7EOc!Zd6*p69X!e)gYt<7bEitXoZdr(c|TqzT=dJzwIN zBMK(K1}Bf!{U3*Z}j)9|w~ZUizA7nv1_5ccm^T zdF?lW6+h%R@;#WFF?x%PbaZ3dFc2k>PI26S&3WnO(sQgj8()Qd(QQ1z_sqkN_~xK- z_y|hU^_LWoz|JWdos?5zqON&eAIQGLgG^iN%4>%$$B^q69M5z=2R@q^+2a0wa#ZTM zM>`F(6vIb?@yi-X33Yn}FVp^Y&-b}k<+!@pQ};uyg#wL*F6CPL3Gs`X8u7%YeQ7Jz z{{LvYn!Vuyg$F3qpZihJg%{;xe{b>O6Wz8_PYl7WrWBtPc@w%X!a{|;5&jzs7!T{< zDJ|=IJ~gBTLD`ys=e8k?`#h0gp&U~+P5|?jdEQ{~u>xMj!8w@w2oYBt7jAkXP60at z#C%knYO^FHTF&49+F5`1>OM%X83>^0}{Hr z038I>`3fS5AFxA0$6g37@DcpgjLfz=pGolqkb!Pnl4T@tfDB-BH>mFQZ!;ub!0jCd zl9=IT7Apc^!kIDWidFskAw<{PZwW7I8r2N5pAa9$k>E-VGFrSz z;I`Ze7nHdb8i1slM$nWIzWLIpKpZJv$8cWlg3M!80Y(P!e$+5StUEGa(S}K+RDKi- z-*+r?bY7)4BS9$0cTugu*?2n4+(y4Kyv(M!|N{oX9W>tlb#J2o@e2ydzeC; zic?zs_#0apdQHzF3t;$ZS~K*FO?;sA(3Jrz6I~_4lyMwx+&w1OGkO<>VQe7EvZ* zWYp7}F=~ZFlSJhtTW%Fsql?~ZZ>{3x9PYi>Mn{IypEy4enzfr`y9+t|zs8$I?Nmv7 zo6nAS>J6N(CCC&r&efY`Jg990eO#KqoI7gMWc0rkA(W8+;3F`-) z_hbFNRvKhui2^$bk5#HU{d!qRN91h!9*;spI>vnEM^N zOKV%BYgf`Z$KGm3iCIqw z#UM-o(>*bWu<5AT2b(kL&IVO<9^AHB&KXpW^*DrgJ)kj%0p^+0!ZixblxaRH-e zC}vms@|`L@{9UE}w$t!%DPHx=!zMs3U!jzP3_H9eJr1+fb^4Gyj=T?A3y2SlHg(^>uO}kj7 zXNA>OL>ovaCo+ko{t{zmGBv$+Wtk)HU)qY4>UrK3Y?A*NI{3#ike?HtSp;Bi#JBR< z+q)C<8ngx1P_L=X7R86pvS^5%My9rz!hpEVi}LFeqC6|n3t5_l=sbt|aY~fW=EIxA z9UFGBbO+BNN^;zRpn~dPGR!nC7{0*o&&GmoR{HezAG1OVA}xw0!YenpRnV@v!fQIZ zL@|M13K{NLO@KWfH$pzvF|>$l`NSyP>(hMC+=rJ7b&9#l!N}Qd;fW85Zth1O^~Ghf zr0?bT7>KNcg$^)SdOCC=sFkV#?%)NByj3)pF>pgL?H2SBsB0?SPj}a^O_2Sui3x8V zAHR_j47xj{bmC;J^~40C@_C|r{n9q{ZqwBPt>>5qOD^j26B$K6@e+U@wnVI{K=np# z@E1^hgg)I39%ef45LX@Q7u!rwz`q&yK7%A1lb1c7=TTo|e21owE;~*L4U7mlQJUqT zdte}pvlg10sPn%+sd`3+whvYOcQM0}4wGoiO3WHDRZfaqq7{N;?d;QF!w}{E^H8%S zI&N&-+?1j!cq53!|7zyiLgGFqVBxyaD`Ds=fD|uE>Q=TAJzemvAqi53BnSaJc)R7<1n}JDGKl1KzY4T@iYEUDr{>`8$KFLJ-WQ`4WSfFie}|OJAg(5cr^h) zZ*y}l%!tC~gwmOjGpDa?U>svtc2Is-1iN3e^^o4WCe^%i)$k22BxV_z^`TRyYHbdF z0ke}}3e5ygNyS$i!cszpbWr|bZe96%-=05VYiUEL>fG_EdW;e!huwJmV>VH1?mD}h zk@bdKi#1pT+2lYe*EJ;Z-)GTgtE?Z{rVmA=HjOp#*g#{PQs4N>6@!tXbe^u$J7mou z!ne*#gbaRrPBzr6z zosAkqd;@2QxYtq;o9Dk)%k^8jV786gz+VoLPxr`))oK|K5=eneqqoQ`({QViKBngVOetVV;U>eMQ(vTD6%)5Y`#=Z8-d1!V*o5W(JQ5*Q%_r+_Pu(j2?8MRD0hD|YqO z)Je5CL6#|T|y57{W0gac6fR_>9P z(>>+zyB2T??8TvOtF;e!PsXLSR~Wu}i*rsx6_}XP-p4_Ebco3SW$3_4`9kp6Yc4*< zl8;_w(erl%@($X31=ZOH?z)`9FvbE~c?~4u(g9`OWHW3CB0fsg!H^iA_y@Oh%=vfS z^LBhlsTZ~Q>!UPrDW+b?10%+QeE+=RH9-U%R5-a1Qbx%hGHqw3RX{8a`hB@(^ceh5 zACM{^Pbkcvtml_c_AHez(31O%@Gsq2gP%YVkYU_d({>{k>DTVG6Z?D(A?qei@@0{%~mg#I~$0d~uWufDY0%}J1%J$>@ACY@%j2jSD z^{jh9`T*MDM|@t7uE*UaFIrp|h?3N4pm#nr20Tf9lJ6ycvN8=R65L!YTQBq{_a%S~ zy6xWVXJjJL(cMHyf{bG50AJ*Yk1^6PD5cC1o3xZYw|j!5%;Dz|9qm_7xknBr^>~sZ zT?5p;#U*&<+F^{Fxdb+M2mJ_og;(p{LqHrwiHaeR(TBiBR(#>HbgbzG>{8$7=sx%M z`A7wEU0zI+_(*6>2-Sm{0g>e%>e+(K`tftm9CK~1e1y!oReR7~%MWuULd=!!3<{BN zR@1kYX0Uc4-Op~=AiRs07Iwt{d}v|MfBpCA+z?yPh^TBB*9^GzxEikap5g#0dVm34 zMlMJ4To+C(fhc>R=Dp44OAu8qmSUT;#vqQgBLk?E2=yHh1p1I%$%in~QAN{+egj(7 z0(W?8mA~Af$xYHwb%w2r5Z~hU)w^-@5((M=`-SQTlw|{YkYT_kqk>%{Prhe(L!smc zp$Rq(Kx@9||3*mxx%_=sL!mg@pW#HkxPeY&t@31Y z2quauWS5DIP(AdOgQ`f7R+O?7KY1DPk#hp6AesP6+l+;#8q}+r$KL?$%}({iwEAhN zR*Nx!zu~deu3y&mYBQn3m~uOw&#Nejx2uaK&r{Z zpp(lk^~X(4Dd*ie;0eF*0d;)oeje}#b|9KaJu&%&?4Ql{mM1PJb1-n!=ZdrrD%l1o z<GPP7vUt0|85(Xayg3Qwr}37zmep#>Sr=hMb&{TkNyyPG&)k){%Dr#~er z`DKU(Cm8v_nnOw5F{B@EM}J|PJz6xTQep$Jn@QLVmX zBvoOpaTIWi^=evDpf>+$e$9Q#mHhnay*B(}r@`(RZetp33vGfjV^fC#-aGduX$zX6 z+#dWsTcn*#H?omABZ5p7NH+L-1)`0`7gW5fj}J~GGXG7E=>IpISoGVTM~U*c?cJIW zI^@3wXIUeR`qjeJlp3S9YMVe#}vBFi;7FX*i$**zPJ zLS{r3J^tOYM`|CP7e$ihHb0;n8mg2}lK&{_^s1&NgR6%t3GPIlDcT^VEkMnXUSwrV zV6%aMAI|25EnaF)qhiqlvzD<)drHi^RBl4G4VAU$YOnY8dn1?)BqG#w-of&u0#4N3 zue7c8aNnt;t{mIj$A4D;<)ix_L7DCnF?esH*lu$gVu1>PLDrDE0QeW9p|uSA&I*U! zJ>3`cGk#;gHAGr=Gh9g`kRDdbl($9r)-``{>l9sCuSayFkf7OhmRt_CN$rm!?!22W z1u)FtdsL8-qAitW+9O(&o)=qQv;28tvDLqqPc>WrH)~_K{zPRx-wIg$MDs+z+l37S zHgK@DzX6;a=HBwe-=Hmyzi6w09pI;reHz|9r|!}+_3`CPG?1-dEzClcaNVP$@nC>?*f&Red@YWl^fGjq1Q;&R=K$1~bD z6SyQSdBJq^*XsuC2_W%38nHF5dA(&PF5Byz%GwS)Sgqsg?BKms-)d|`MKN?JbgSMz zDl%E8BaQSZFZm0H40XXNHkhcV2$D~tDbKrZ*nNfB$?;Tb>3z+>+i5BLLwPNHYYhI` z>k~Q?V{!AN{*lv0*nuQ1r=i9<>@7se_4uza#XukZ)*}~CH$L?sdh{;fn^1Y@yTZe_ z@V@=K?3%v48x!-PA35Hr>n3dhSR|k34Laa41CK;8R#GS0V$k#8P7}N5-4Hic*kfTf z`VqX=ZB9myZLpX|(hutcl{FBr;=5u{R!xgao7k>*WcN=Gd33yhiXDL~-xYD>D6gzJ z?0SefS(X?Kq??HW6=~}qpso}Mfw4<8k38P+$%EI4l++~Dn&Dck<>1|b1ypvf`=7&sTd9)!tPD5j zuc4>K?R2_V2CR7Jm=eHgqGmGde2EANqS+HyRh2iy|p;K5QMwoWMZG%)= z5W#ib7_Nmw4pgl&MZeb5D=@cuowsoT0xFU29m@Sn|C5`G9wWfULdvsCkXbHrPKgEx z^vg6UUQ=E(2t@cI-Exf{&sb4m!V!Ni<2m~AquZ(##F|XD(lc}t>-kC0Op3PW`nHdK zya9>uO-PU~qZoV}U-U^bJERbM-|ozFR!>cSx-+UxIQ0CJ5b8CA>a~Bm8#Df#_IzP% zA=xMECf)*YYfu*L;4G+^`5Ub;YISe2_`})s7E$ofG}tw?{AZS^$#FMMsv~ zl4L?Y&=}BB8fkL_@Jzu2m1l)x@p*;IE=jovcHK-*t6RQdx@F^eW3TaCtFKf@#nnD`dl@VqGybJ!xTo?@XPU&_pYQ9 z%ye`pNiDrB`KT+fDu5qj!cm;ox;3m)Q z%$Gpug34bLU_p9lRIt)jY9$qWiCvI5!87jC4uGb;B&3kl@xI=PfyMo=I#stXJkwpT zE?HM5%pLkOxicWd#d7g>2mj`cq{GBr&(Uv(z5<35}{nb6w{5htUHopW%@}S+He_`Lb z)P`WAy_BekvC96Sf`tGa-}#om=uf8eTUuJ$O68EncixnFCF@I`Gei4II%{tSdwZl) z-3`DaMl#35LQM@hVN&hP^XpqtdT{P^<;p|XpO^03yq<{eOXV5Z5W)Sv|89ndUM<_U z6Eq^6ZUEfSn4fCWAzKY|?K_Sc@$bbgUVC_cxL1^?<@LKfeV6S7O?5IBa`;E>h4W!d zTX!&3ouSh7(=jHVrfarR%QXJF zcjY(LUpT`cpOyI#rfts8OT#Khm~(JJf=wYVFgGK46mG0l!C1TtNw{Yl@l)DuDNjx{ zvZd#BWPa&~_kMV*U7C(G(r{%B!9r1A((!)Upx~k1xqs)XgG+v*T?c_d)FPIq&##}GpYp1`CpCP z|ExFn=BH3nQc>Pl{j&S#rAp|A{h&YIu7}yS#816}YXSwmZ(?5NREK@>|PsLIqAO(VL| zw(H+Nuh8_j#cI>lbuejtU;kz=)40#pAjCPdsZo$s|IF*IJZs)Vbr9lPthS+V#r|tB zmb+o0A6wnhM`l9^R6s?xI^ugt2VRY22?EcD!`+4DOsDm?zO+8MkA=T`?=2s9+8#{s zpR|1WMQb}Td{b$DqU|@uYfr{mhS=WAcZv3H<~AcHhHhcxY&mR)pn}w#|Ah6S!F6C> zIGBg$^^p*G3`#@nO1dE{jX)G6P^n3WZs7;T*pw)o2idH9hvP-)0eLZ+xI>)9F;ceV zDX*d@L4%UQdIEdSB$Y2&)T-;xwB9+-a*eiN6S5?WawGFkpcJTHsH<>7NVZ>1(1gs% z89xSQvhDKV$^DpQKj{*L3rHg{GKn5fzOSn!f_-Ick%{K5c9gQTaDg~a+$;~y;{iX= zf@7HA6tvk?Da@5xPOo$yV=Z;Agh>6fcI~goo_7P)wy@PJET4?yG4#tVEp05}Gm7?xSP_p!YLVcR(}1@ysg3lWx)(p`I5 zjz<=BbzxL(aOAdCGsY1vdIRb=z$&r$&Ip7?U?ms`EKQ>2b`+k4f7;lhy6FAM(V>I6 zDUvz$V}xNGK)`43Oh?zhMGVR;2)`h_8*&bEwlBLNe@i#k1e}RtG4DhBdp@FtZb!J5 zN-X8CFZ`hDjVKj+z?mO!%iWV6vgN_3ztztVr@0YiAqfaW3=jZ?vg)Nso?&=GC*!v2 zeV}(su)Td-pl13E^@-KhCjyh={3-8u^dGP(g?Y}D$|sE<^t^N?V{r8+p2q&h8~s!- zuNdy<^K}J7NVR+vM>TECo|M0G-CP3L$vlANZI4zl*5jRv6yul)YCssLt-rO?S4To{)NB|Df{Vpz_-uTW{gC zOox;n;ctG9Qeyh`TcHLF@6j6+l|?sO`x5e@8J3R($Q0n;ubPpr!Jzm-1-GI9H_k(2 zJFrTEG~!N0jOyn|`N18G?52+^BVA6hsq#Jc?9N{80m3)CWq5gUJ$eVnYHWZik84mQ z_nsi5z!F4g=vy)kR~)|4HVyr^;ev4Q`VE#hhml+DHA>^^$&FQWiWwZHdx8DQ{ZDPI z(&eMv$pvBbm)5-l93K%R&7&Vi@PzgtPhokLGCpvL1J`@%{&gUZR@<;aDBR}e*LzMe z40?Uob{8s~n|Lu~8OJVlq{Y%lrUo+exs^=F>f3vUy-B!wVSkTq73|#GifGcPsQj16 zc5{4{8Fh>#ry+j3cW5qB^?;Mo(#-f~DbQ{l{CYc8LFB`cJ7;{7n17OY7aWaO3%ovJ zuf!21G4>K0{vvt&3)Z87yx2gwpp5-RMPXZ-g-*T#d{F}A)!Ea4Hty1jHF2JeQa2?_ zEbqbU`>U))(=2z~s+f>+&2af4#?1a^0sx0-X_c=nQd4fRIR1y{^5gNt%c#8`nPPLO zrJnUUM11BUS4n03Ld#w)XbjD14AHO*3Xnt1Di=n9${TlBq46Ov38jvi_pH9OA!|Q! zF^(2Xo%gCm*qDg1GZ>fjDxCGR_Ug~3U4?{HUt5CmJ7|4)gy!HqEX@6ZF)qO1GDZ`e znbiooV>ZL4fp7LVLjDqs_BC!|{fAmZlm)_WkYN@+)MR?61gGXi6@Bo%^yM;KE$uMh zVCcQ+2hiaMJ-nSCrOW5C&pXAC4F@}3L-qCWpI0u~Y+Rrd4wYN2zq3lk^`$?nh^?P+ z4Nv~b0vi9cYQ)$?2b*oD=CL~A>WTaCoCa_8*sC(Umx59E3%(WHoD(>&T>n-bn*aQ_ zl&?u$RR11HUAOo2(Dvfq*6=zzssq~DqZH(N*kz9S#?k}8f;9XauMUiUB;vm{!pKtP zH9WBIid|)6S$O(7m>g?kPa8tFv)?&@9yam8+L3tBzU`Z+l>lS8bN!)PZ?j6KjED9R1LdP?ZI$Ab12LV_m5ce{*5T~ zv+?YvT7ekjZu&FP(9fF^I(*~}DvB&`xswXxg6>4u6?r@ue`+U2kn##_H|n8te65@8ioQo&2zd-hjH;sqjsOMT8|+Q4u<2QtiuP0q}YaiBQH z(kx32^7^FcE6LjU*U9rD#8F67_W(%bHND5sTT|}nf_%!0C{JIU(oFo-sZZs2b$2H; zZJ@fbSNLc7i((I_F4$@wz~w)~Qbf+siFZ?-HOSkn)W{MXF!8GK`C(8&Xqf)tA1dTE zRA6=OlZNX-IhcP1IDgF(HH7d{ySBgwc`WmzfN zB%G<%ma6g5>bGuEy-M~98(Y{vJ9E1(z5dSoy7$$B-Pv@g-JJgfbR@*I5O^BIGF!sA zUJU~Edm<-04+_ULZPb+tpcJX)&)`q|jR92aQ*0A0ZA&wEjrXy9R~qx*;yKxT>_~5W z8BI3CyxB(M(~q+lvj-cY7@ct{;~U=B*n*u6*ewnU8kF22V9@f!GtY#BIkb3mUE*b&hD= z@8WrFdf`qpa;&!YH1DzbP?r!!@E4T2UArUFzmBR#4t7~6W(z1Ccs!fyCwv;9buO|! zZ(XGzzh-`hK76zI33hcra4Vr9c14JkFn{(Td4la(A0lL{({>7b%OzDlW97ZWaq@fe z0}F)XMdv#U=)xi>-2u3N86oJ@^*|p0A2B`kds3YyPTdFc=`{iAyd_xNcyC$<7Z#(= z#WJp(_p!PPS6l+J_t8QxD!`K^p#~eF&&L%oRS4DPU$YwYU$x4 z@kyrikXvFlJnL?rL)A4*8lJxot+(2j2sIyFL?Lk-b%)r59y%e{uy=yny?U5U17u4G z1=8(_ET8c@l`X^2IMlCx&aQLacvc_BYP#l*-jx}>CGo<&H?AuNz|P>)`vb}J5;Lr* zJ~(m(^)K8>GvJS}#w{qq8HU+U@7T#%H2d&3?TABKIeQikEfkQ(zt~BJ7`QAZu&?Ao5&L8RyS}-RfQJ1BEwpzd{H- z1?;85ERk%=l^|l4wQ`-%?YnwHbwK(>w3TAYne#pl$n5r{3mP&Y9RCULH)_M#ncJWr zzK$JXS*nz$2PgPGcA2TgD|oY-thF;$@`&N(kx5IG<7@w^*~)$0?VU%B8v3yLw` zS8nt%#(#nASVvlw*y$Y(r57%*8X(ezd^xzKq?B6noS4jog^GUR6PRi<5BzbxU^pJR z5_J@l3*H_$K@ZUCC1`IW#nOfIFqWVkDt-AbO9p&AldUA>Xieeog{nGa{#x^xkAf}0 zN{=Bmoojfhh#SD3s2s9NRyKkPJ*xu}0yKhS5#w<XmGtA&TL)MMvRv)=&krQzZ>LClMhrvHTosxpqj-+<1G z)yE!Irp?_fiaxq(T;VhjVFo%vi`9}bRW;N+)r#o|F(l%M0cSOPKp3`o|C7IUd{A&c z`TicGGFx&35T*XXS%vw6Suet*|2c!-1uG)e1%j z9V+2<{{x~IVW6%AN-`HJJb<=lL!uv%(q-ALA1*a@pFhVpm!n!Ih8%AFQ3i`I7{qw; zST!{zBpZD^nIxQMp71gxH>1Qf=ma-mm#` z?hZ8n9DCeJv3k$@N8q>jlVmQF&Z51c>8F`)4CN!Q*?(}Wa2iw81_Mbv(q_-fS{eE7 z*G8;q5DD?usAcCm`Lmhw{u=yLm)6|{b$)0KdCh)zjajPYWJIIAc!zFqSU^czrEtpD zxsb~-+%OaoTcTR(*MT0e!{j8*Q;qgJi+t;{4tz;jyIop<%n$WYM9I=`Y?goam^Lw| z52b@B;gY0XSvejo9D5_aIr3p?F62=spaS6f zf`S;Bm(pYwim3`*Nj~Jo%0-22yE_swObcqH!e}gqg$B1cZ~%k1?Caf|A+L7vL)GN3c6pYLz7wh{FMt zpk5Zo5J-JiFst}H`}m$WA(LBBd%0=c`Eoa*?p`^;-F5%&QabeMWi=sMefeB$(-V2r z2p18{EPrm7^ivW&Jp`R38t?Q*CecG9V}_i};X*0;WDT+3Bz={M}Xlj7qcD*uc+_zV5kXrj`h z7rgo-RK9hOmHwdrY85>dvMLtB-uW^5r#ZNPknK~tlMHbt0IL2ZtM(A@!}=)HCpCdd zg;W+M~~l0k49L?e5M zPmvRbre()_<%F9I@-R4;7s@ey<3avHxNC#MtE?e0TKKnvB#vouL*I)Z#r>QDW$|3S zD^!)8Whv53J$%U}arqc`XO(JIT@?L0G-=ymSu)ny4(dVssr#kh8IU|6^M>beFS?*0 zT*2P?;n|{*CB@s?3HSl2oj&iD!L(sxiOcDmtYB=JQLV*&$j166=c~iKM#MRmchPEI z8b9y4dO*z%Ky|Uqm`IaSeuv-=GBu5WQm~$;d0J6GC#M{CnUaf&g&=Lh&Cf>`ul$v6 z@Yn?hpK$JwegiYfcQIU!Z?7WljOTKl6j>7v4j1R;_bCt7RosdHueGm^sycf1#XwTJ zK|;F0qC>j7JEat)n}bTDbV^HicM8(oA|TSz9fvsQ?SsF&?z;cH_s4zTKUl02`|Le4 zd-lxi&&+u0dh6&3?^Ntb+QlT*e+QH|0ie`Z8Sgb7JB^!Zf1{R#J$X-9`axJY2c z)-#?Ck>NoNZV}YX{%5##9S4wvPCq#MU=_e(kq-{q{{l$cw{FwG|Gf*&J*Q-p%zL$*Hw2JQ|bUGNRGp`HSeCuc4I*n9ey z@`+W7?bbF))5Mu)F7%9aoZmu%mFIYF(RuxzZT0|4ewIE{O|{Og$*8G}n=QDbUu;|G6hI%P4c((^HuC5Yr-JRjgvYMKe0vmi|EbP9!Wx1rj@az$j^2v zn|`sUh`CP$E103~eDHPrIRYc!`gPGx25l|*q+MqGqPD@XVb31BnM?Q<)Gia|gj>B| zBuruF+f@7MX z6)x~kYT1&}IXuJ&-XF@{@@D;EzAYG^;m54%7z8^H3W!9_N9EV-xIwPVaf>5{X$+C& zD$rB_s{0Rf);`UXu8O#mIupeTkIGwS$~MDp1|(Po^&qU^s!~*^D+A_n zc_kl6B0$y#QwxfoIm{PngVTO2y$?Vc{*fTaP!|cZf9zz_{*p*-fP{S~mvG$D)b~BC zqzneYzXAJjzL9D>o2r+*1^tL5`f2G4h%vBL+!h~FEl9V=gN5Tv9G)ejM~(L}4xRD^ zC%ET(>mZJ@!|2ur-jiH@|2q3&4%WIdAt0Tf=R*=GFytUz7cyl>a#xGutY8J%1h0&c z383oo?^d=x=DBbNFC8M`sFPvj7(ry$vL->RXsleejOXz0R4u^3?~pclP-49Zc&LK< zI*GpUiH=?$KK3V&M3+zL5HymZ5MOlDl;=Hi25B6WpIo?&^bx%o)u-D_b|WU6(@JsLpv2Y^T9O5CH!a z*rfUMM*bYVl~O$Z#d^>&DkF^%2v3W*3O^aCg8>tdlZSMtVP%BB%*7Uy9!k^e-DY;1!5-V=)E-`kwOeWXzx|En%nWLgTI7=S)z zuPgSx28|nYNk?Kzn5FpV5)$0eTw|l{I!m^G_8|?fn|4y+CXL!K%ric7iWq8C2l#`i zJTnTxL~%Y|3{D%gK*jSKCa_ux!FWKxb?36jWx%_QLnMv{<(r{9#R`B($AW+vC5VcIUJm{Go{uc9w@vHU_Q^9r(EihyMWIM@rdzgA1PF?g zH&OZ{-5RXi8=vb&K)Op~DnsMtKNp_IgI>RJqk-v6LVRa>jMW;-oASyx1NgjM(OLDt zW*|;G-)VS_oFFK~I=qr}4(>%J3>1WwIm~OnDX?!{HLbJfcgf(!6so8{nqvW!6hlY{ z*bB<_1Vl2>9LZ3>Yv0RH4qI0e!Z&V7@QllTPW^UnmW*q;b!X%8ODvkdI9_z zC{Ez3H5wWKV%f(f1UHuJ&JbN_D%=iK{Tij2t)ag~-2j&s2)`FD4E`oLrLRo#$6>FY z6cW;Ji$PmqYCl4XtnoRTyu>|KK7ZPDD#!sb4P-Uh_CTC|Kh05}y_79%R!zSH@-oMX zH=G8JK6^r53xnAVnO)^MZLx{ZRNeFUhcRFV<$Pzq1g)2 zQt|d~eo3tmuzDs=tK}^s&ks{zsn4ew(r{M#IklgDG02^|#vo#(zvNoe^#tKH6CbdB z5H-laHOON>v@Tudh703cp)+$$zMH{;%^zIZC~_Sj+*7bF3@m6YS5|oKiY>(u>0jQ& z25B9V49#>)yC+(lX%`~$jKJbd;gJ)ZYZ8*ohXZH z<;mCURXu<;YD(`b0!%Io|1pDdAoPS2vF&Z7%dh!DF z76{Boi)fXK_qTiNl(^~v8ThOBUOvKEOzyEMGFnCIQwr)NP2bV0f_seJsjGU(ea-A_BMKl%==~}b+%Z@7Sq2AZELF`Dm&+r@Hm=sI zivS#uy4wA<|2Rg>>=_8Ufk3pCcR01Uj%*(ta%^c=pIr;U{xEWMPHEb!BMpAy&cF*y z@GNfe^Nw?KRFgs|Vuox5n@2dzoKbQ)GZ+1%sBk91E{9*reo{W$v#g12dFwnc1`;Ex zOxu8oz{EGNGXqjAS)%mjAG^n3fOelnApafUZ$H=gF{IbD?hfly4N!qngbjIml0%I# zl(YP;*G72vz;^!(Qxo`h1WZqg-xa$Q5i1m$ zzS>(#g9<>F*6or?B_geBqQ^taAPQB`-cka>>QoUUnlD#9Ok=aD-LkY2LJ0NiN@OI4 zXFz?%*`6k&ldzJ=Iv^s9CS>$;DedOA8C4503#k#K{y+V%5-e9i-Qn^%aEoW*y>ALG zv8MkjIuU4}AU>y^9)hZ4 znRJ~Ime3k3p2Y2E$kho%C#wm)%&y&_iXUJah?~!s^Mi!wlj^!Jc7)u&!wgoO?|RiC>v)N+?fZ??v(~i@o)Gxkby9Hrbz%r7yo_N-o!3K%$J~Yi zK++zg*w~+s4>k!7f=q4E?eir+J;9%;ma8`<>rX&EGEYySiJfd^Z>K~eN{sj+$KmaM zKwG0a5S&Z2TL+0i3`44CA`wPMdcxn@8{yl1Q~rbaI8{idJB*%2JL4rB;-O{)a%GlG zvJFUF-JI}t z49H=I0B!nz8;Mn`^}C)4v&3_*2CQEkOwLedKEnE64o$@m8siCx^0ZkdcN5N+_rZ z)>VQ#x1TQkGyJEKU3YkMTP3-W`uo_|Yh#~KV4n+oq*_=5ZlP2@H-_zkgBR6xOS%U= zl@(oDGZ{@m!c>0OO}wlu8BI(9LK9VOs)xPurdRz53&_bB&K&K^r>gHDRilO&4sm1Z z+V+reDJs*Pj_Q-7R85F;NEkRP(1fPs@$dAD=gkxLq2MSN~r$VR5r$>En#MsBIlindZ zl2T>mm9@aIH&cCP=qV{ec40(Wg86z)<{u@97=>=4RP&OL6Q21TKVRW7z>*}5Z5P}8 z3(gufJ!-Y>h_{9OPAH#koWR_bh~i( zB5)|ZF!_7Mcui4zD1|2E8b1OreWwZx*k3*G?l0v46JqSpjW4#p(%P^5M(EAtCO?2_A)t{_ zYu-hT1^5)1FYibjR( zDnZJ)7};B>gE-+Gx5Q#2FVJYjp1h&DSsJxbCP5bNX$w&kB6^==42!>9Hx8{g!aiN` zpjDzbP9;$L07H&XZAlGG3;?#aXN%7IOJR7rEMvAK^dPZUWW)%p?8N(BtCc?_gHG+M z)P1n763Fc+JOkjsKr;=JWr#JxS;yg2B zbBYtuz$>V~OsTE`a(q!BI<@ej8lju|?;pAjnjzP(MoK zPFKnFD1fa}r(?l~HyhM$)X%u~8rg!u+pP0kjg>AICVfXIH$9c01zI?xWI`_RU%s*5 zSC2>XT8})uSIwnIV6OuwYflyGSm*=<$9ZtoW_MfmN*n)*2kxKP-b~Wf^?pkk|Lia3 zoBQ#&_cK}1t7n-spSfsbaC#Y}+KzSL!$r?K0%LcT?p1$*j(0plm!Z!vTTi?v)iN4j z>9+Y}CIPNro`hC#WJkguzT)j&Q=2>Ac&ck)z2VTny+%nE5=CTtx+VlyhndJD?<}99 z1jCDOmisUmZP9Jmg|953;wuGJA8d3#(Qxmm6w%t=j8`UN9FQ}o6GkQX!Nyf-gjoZ4 z9qsdR#BSaddT6=PdpLL7k9B6oaYUDi>QzxL zwMIIxeBkG(G9 z=GxE3tp;1R*m)jp(BuS?rM1U7SxX}CWSwo~#&tc~P79WfKbkmD7-T8=RZs~(CxwcC zSm+9Ot|s2JBHmEWxVd~+tl!*CD?)^JfF!UkGS5Q+@b;|2<764u2a8Qy5dH)2z}%yf z7TsVQ=P@jbCT{K`&Dag%S$xk2M5OHF^=;`{tRJTHHEXs9gfNNrgs)0W^tAd`jbVQDy}BOzUkrkq_Ch&xZWD+2YW?q%X^>6ME7fPR92FUmygJd{wtFLYUP|H+V0lte*p&h>e;=P|Z9*zV~9S zH1syUTkf>9+)D2WzNb~jYFkV4n|#hUiKd5Py~JhDHL0h#)fM4RKyuA?#pMRkJ?#al`FC#VVv@Tmg%;72FibR zjLX}aHJ$V9pi9l1#?PnTaMd!L4}K!HiKXvuf9!fX_q5Q5?32VNJ>LGyz)ehxf&VaL z+-e$|5*OxCdiJtptuvvN9YTRgC#F|0xb(zZ+8uvvN!f^1^S;42ReP)Z`K=@LWNqUj zA98UbF2K(EH2bOAlPbG{!LjLX_w(=s9I=+)zvu&SD*KH?i_!B4N5lF!dS1|x4ut6j zdt&_V&9^(#v`o(D2cn~BDf>bt(%>ZQkG27Ok2^b0UL91?Gg~h~>tnepY_JQm-~UEQ z<98;JQkBy(--9h3jB>2U1X0JvP*o`BgO8$FAIfPm!8YB-8{sF2n|!9pyQ89EsAN~D zH&YDPf$=x)uYJ-U#-NcpUocwMeI)w9M8atKrZ(>FcX>T|+TZVBtYRV2#jna?Yx|#> zMXEd!tx+7F)rCt!dvfXRqJIDwf*U+hiY6WV`zhIKF@LbM$_=w}5^b{)t z=_&f!@Z%xV&xoi5OTp0{fMqb^yvbbUP2b$IRr~e>lz&ykB{PUF>H72i80ybjWLYY} z=Ly{b0UUJLY$mz2`4qpQ-D#04#%OEh;R1Q6YV~1Baf;C`&+B)W^bVn{*g_d@YlzKF z3C+VXI~}{VyHGrLkh}8Tgur9-uMg6H1n~PJM1QDRm$%;eI>>x7C7lTU)8r2?gF+4le2(OZ-_^+V5roIhZEgVED^qCEP8s)d&)g`|uherO0|9rfFt6|S@0+>f4g4p$zDw_R^E zMy)LD@MD>HUwIrR9lM{Vjhue@dXo^s6HE-w?ej z?9>)F{jJ``+2*yJQ^RKX{1Y(|J7C2gnDK}EYNF<-HoCNUqfQjksJMa?JD@#Z`oXmq z88Lo8e;lSPt{8QUD-+?MP#k{STHCTDCh>tlYQ@>uQmbrq)y@ZYfmdme>)Rhnaf1m@ zQm}qs&u`DSUl3z63i~+<)8r5mjOxAg@>?4!UKuLxCT9u2S@}`8<}q{rxHqp}sP%9^ zBG6d?pwvm1I#PKOg4$F{-}NXeTBd)j40C**u0@m}HzoSY?78_bscfXc^zdZIu#K~R z{#|WbmMX`~)~BnFW}j zRAGo86BfQ8E>8F6$s>4fk~c|40^x6NogJ=`gmHPjDdsPH%kg{WR{0`8(3N44Kj4Zj z%Wb?ODGf&`Cn5%wx+NZ3(B^*HEK69Y1)@UGZ;zJNqs!=7Ni&VXfCcfweY&=w0UAR` zSD=fWILjEBM?CnUa^Lf?=B~WHNZvyS#c4#8#^a_+#N(k_G@%ECHV!IZ+Aa~QC$nqD;y5*7iNj8YvyK#`huddf>6Lrkm~pteVM4lbi>)%5XCp* z7+1?Tqg-T}#947aW?y@@Y5J@-1T3a_9ih~|$HN%C=Pwmd!-f-KidOyroQgj=5pE`r1<44c-2_BbBRhhPqv2xwU=(D`;v`I zW7_T8cC*tGP^;EnixH|L zY`OVqN@>&EYs+?)m<0V ztCdSNzOZUFR-U_5*WKhzyh7L^`bXF6ig`U*C_p5cGn{#T2m{Maj5KdoafFfr>W93MLg(s-rI!f%J|&imuEwE$9sRR z9u#G~_)r-u(Zlc~NLhl?j=`p^&!xHt{|cQA+iI%HOtTD|w^C#^a=N2hX^#!J%IUzUi^lL8%sBIlX@Sm#SUGaDd(34Bq!0V))+J zTf-xz?Y+Gf9o^~oW@66t+do~-RB<96#)-FsBD%g_WjcY`KP<$f)jr$Eh3u^kzFZ|X zf>zuPI&l{Yswd;+J{As#TfQr~nDVh0`>A75trfRCd-|0wfH+obQz6atN5(TqT4ApH zFO}P7gOgIS2pm;jG$a*1F}+u^L;RnMvt@4N%i+`Q09|zrWZ251Ny|6Sq5XTo0B_^k zKnX$ohQb$g$Ks#-0$1mDc7q%V`70k-H}g0|Gj%+%`P)b^o^Z^B3ZzDWhxJU(=B4* zo%LU58@;gHv-D$W(yv1%EIOYT3dUsJj+o=~deGVFrEAGNW;_{4=^v>F@m;)!nkj`n zcoTI%7`Um=4mkx-4jQnUaifb{k(=_a)z#G$>9W!Tf?_ttEUweV$D$xM6QMJ|~F#=$<*`x`JX^hyeHGQN}T z-T<8D@cbjc!~O2I`I@p{EmyJam8Z_uTr=*SAw&Ecvab|Ql(E8APx2!LuRikaQ1;Zi zEvEA1SUTWo#j&}WUg|s55dp-SP45LG91bjve@}F$I@`ag zaO{U_F}MJb2Rb-X`OmntD)voFVQxorOUk)>uyM-1vnyiUwi+ZDNH6N zj%a!REuv#)S)U>Qye9B+Ma?=d$N?5UtlZyEuTU)WNYj8%af$hp ziMN9e?a)up2KQ=?4m8tZoS!ESLq&wBsHktD|Rz#Uv6_q9$qf8LdUX_5XExy*&$blbHB_{VR{YUQK=bHe{SR3 zU;RvbhGxLy(?q&ANt$A;?(0I)ecOs`)KV^;$?9`p-Tp>b!Ts(|*Ohu#W)Qf{D;9l) z7I@#L8bd9S()p#&{YuN3X| zuACKii9a7rg3MKt4OxlT8o)S*U3tq#771lPGWt+NltrFXP7g}%JdkqXLHc!xPSM*h z+y}Ug4ZK3_31gGN2*rA#Bjgp`$4S2?{eWEdFD)3EEG^F3`)wVSzxh#}1DsuHtl#Qf z(hgv=?I*uRH`RDb$(&9GVbODw3ju4GoKH{i4B4L9PiZ-B9xb1{PQL$Gzxv`i`TljC znP7Mk$J6Ej=nq(lk+})#8#72lect)il|CglL0y}R`}vjEc%Ci9lk+8Y^ZFpec_c-P zmBrOgDd*x7LEtmFx}{rn4U%Q`-a9Ti*el$F1T5c)}2?yp@5P+A+-@;S`UEFFpdHgqDd zP<8(`8I6lhYAvJc5u}YAHz-J7*S>GP5hl9)!!O<@{V2~Cv++@N83AL#fV?Ek;F2`} zL5uzL{$^s3o>z%#lUz2r_1FGmOuN8Cl2dq&Ioo4rlm3;6N=cZu|d_cK`vuZBXb zWPzR2?zU*Yyrsu773(LY}o?(8X7eP$TN(cNJ{Xv1B2_#+hz-gRQHwOhvAl&G@7 z?8`8&mYEY2NKjQ`V65!;H9tKsuYdBG_l+SSg^K*33(F3k9Q|NxqRaB$#mT-J^keAX zouN4lPxpSq4?BtNecoaBRVzLapGNHV>pB7^DHW4aC35l-?!FY!7v33*GgCN|50RzU z99JrJv*--Zt_w2E4&O0UD|xi!q<+@g5>N1@sOTdhSZZ!kt|fl=q1Fk0^Rt9E#WvCe zTqi4Hivk>!(8;HayskBUMxW%*!_O6GefFAq)mC-4UMBq_k5u0CE%lvz>6_hi;Jdke ze^}qAc)>u#JdFD#-Lb?o#tk}#qpg0SA^iFDwHE;upGFg!#{_w)5T)o7;-g8GOT|472Kancab5JR4jA!UFK@w?v99@ep+r#kKHSs^N+5Y7GJRjcqlnSIk(zpLs6&Db1@#$e&+|! zzsTNu1p@_ZkqJL@!j18wg49MgxVe1sW@6RY7ifoI`?P@&Tjq7jJY?z~1}U%?l;ZFo zL|bZQd7#n?Sg|kHvXf!!{oDNKV9PZCjgXIA7w3dM%+WK21dpe(?)%z7IZPweL^xBj%YKe_SxGxh}pU!ocW8iR*rhWHnJ_cjg| zpxu9F!9@6dghEOEHK{Z&?AWB0vCt*+*Yr*) ze||5u;=*2BJ+!UDX7vtQs~LgPZ_!l)Hv~U)`vhC!o8DYwFo8L!tcRq+qa|1qy3^El zfD&H~{O6$;Q+Pu$ow~sYI^zzZ_q`+9P)1=6UZb30Pj&UUOz8h?qGbY>c*wp2;;A3w zx`Z2pvr5Ff4W2iCft=2*_hB>!i=mSKVy*veaQN%0{D$es0e6I-LdXT;~RBi6+$srY>RM)61TtyngutjD$o;R~3mAL|$CVYiys$XUR zzm9EJrA{J59KBmd=R9pMPsU2s`}IE`*edRFR#)kB85Z9hzyE7@#^_$YC{P&lHi;n} z^eY3;V>@VDdGlkg#GR(^VPP?4{J@k3j|p!r=&3{7b`a}v_c0`-K^%}7hIsrfQ9-T~ z;^}x60MfG%j|r(5$OAw;6__-jm=)sD0a4w5|FMDd_TPUAG$23i?)kqDmpt7>j+C7y z==topZ($*Ir%4ad%n3ZywLVL;i;t4*e0*-E3e}tR|IMUg=)(7njVbczNz48E8or6eTj_Rv7hCNLCcC*{cGPBh5m-^m~qU~ z-hLlU$=uxh`h0J4F@c7DDR8D#{{lJ+F>==rio3xF?H|4oTlelo87*MhFggT3gxvT2 zi%d2=JlsuXkwA2Xv0>|2YdvLK`|pikAd1`zxq#fEMlIfwc*Kx(r+v@*u$$a429?4n*Wgm)NuTNap%h1k{n-wuc3VU&WKbxOAD7j3&a?NvasqbD) z&+FHUiH>Xjl12oWq}~p}3M9nN?Z`q^<;U-NWOg5rF8Qt9n$b;QpS%*DsPAG2%|7M^ zPCueI`)5=WTNtb@+9z`O8-QV*!LX@d*dfos1FVN~M)G9dufGMMoRDBP38TuT|Kc$> zP>{hOD==7^o40Uhk6#_EtoK3^IQlb3en=XGN$>p{%JGMI8+kdhr-s(5{xPccE;56Q zXveHObAq4)l$=j=f|sda^_fy?<%ByYCLfq8CMhxg#K%Wr#O``<4N?uO46&S@`OCKa zk(8d0WsN-IxP$wC<3^biyKPhs{yCMz)(8InIS4v3YB{-6X97AxEmL(=L&B+ib-e`E z$e(k(X}R~9U}=5wQO`Qc^wB7J_edVEmOIC?ooo*CBnC?;E8z}uK#dB`msU}4l!tVH z)yXFbOHWYaS`uEIe*|^kMWs2&4rE#QT-|1^O$=J}kgi<#)9!nNQ@w58BYoDkb^^w; z@L)PJ**BnX&iTpXt`bpBrX^$v!d9e$uri~}iz(40K*XPEI+{R$3_pGB%#V0)sQs$P zkz&?$kP1hEP~V`vaUeR4 zt@%*dLtfa|t67@xe2kspEW}W^dI@Opi;WfiXaYa;n*G{X+R@WUI-(7_^Sn1A1|Ct1p9eEt4g* zRn(j~>LWUCtI??IVrF#uW@8z7O)MviDjE>@A*>J@z$k@ge7iSyjLLK(MH!}E$2sHP zbL%TW2z*lCNy}l!`Y_odRwv8lY|p!qK-@b~D1sej0bIsjOh6w~O!HT-ExmjV<` zNCT5UF+T74le}u;=#JUUMag0bg5X3sg*+kwuY(}|#7D22mE@w4Upu{}4a9-e3N5=JM_d$q$xdi~#sn*&N??QdLQp*LWmSqO-H>qdEf$UDooZ6e8uYE41>TpmLzO4FlLsMnEV=|T|;4Ri&+3|R#0K1`<(n$jJ| zcsd!`yjXT{{k@T_@qLpFO2$;UA9zm{p}X=z1CH; zH#V=^J?ghy_=6y?EPTBBUCf}*@oO{t5{z(sBx7HpvEIC95^2TsA>xYdF*1=y`O$$8 zA3;tbRL#ouPt+}K&y7v8_3BPP9=`e7+bx`_?DHra^8xFAOsgdh;lB6K`=;`hH%?A+ z{SWT@!HiU-i4UhaejOH8H~V``%F^L1Xu-I&B`&=RR3!H22NX;N6wC({ z^kLNM-xn2K&CIko7?eDcHRVN!_EbYs8M094B6UGuwoGL^a>|)dgO~F2{2enSf_>z8 z_j@8%GQ~w)+?haiPv7Gnaxo0E-2X8E6xa(a^nr^ugQ*PSpfA();&Ul4xtKB&h)z+p zlSWcL?(-^HpanG?a_{v0$`!*IU|qma_Hdj5c#%-8S76I&h+{OwqNIujU4MciV?G*iE7j%mZPg*@#3p>6X^CIF#FIrq}{IB$33myz!ha;8iutOUaM)PQeP^s{ZN|{4N(?IF%9AxRKMOWA zTu<9LImxfbt(m_#{;*zrygbWrvu#4Eve`v`5b0)IqUj z^3hR5m|2c0qB0mkB$x9vs_=#+J-v!}u(J&dX1sEJl}mN#u$jcQiK8}$VFbHw%>?3- z4-{b3nHZU*24P68Na7=F^I4C2y4ghtBpJLo+eOu{zFDl{nz5h0H5$#tH&;Q2U{r_w||F4I`4AD|Z z&h|_v=KH$osreFwZV-2jV37~L&F@K3IvUm=jw6(@cCX_A#bfZU9{bXTYdym7oPKXu zKf4o1#q3tCJ?#iyuO2{q8-D5+xtH^mtZtTrf}BVpq^N7YV8MuUqpnri3n| zFl_~4Il3|1I#-K!{$wGY1GisP5z7pUbXid$_&n*I3H>N`rzv7JfYAsj?V18bXwl(O zj-;c_uf$c}?)y@qy>Xy#z)G~xC`MjNAWsBUDq@C2SqX@FQpaXx_^hFUMDHLu3+@K&r~9_>cIc_r7Dl0N0j8YDSc1qih2!8q*cGVJO7h- z+RZSl&{TPTB3@z8xd-RYHvYtx?)SIJp011l&AU)LQ2Fy?z6ksq3iy&zerzu=_S$Cq>1>vSzpEyahLK#{jdA z?^#|l;{~W?d?TDIaiC_y6H!yREoR=90OkMu@BQO96ELC<%b(p=9I^x>I}y^JRb1`k zm1huYvptji_c3;ayky~&<5QtIN%{@rprJAE|MfJY)2=*--pRyc25jCizoTwNA1X;< zK1JBin2>D&ElMR8l{rHpCvbbBAay5OArjwIKXguJqe~YO4BA+Ra5ffvJbQc(i3F1l z(U1r;+T$v#k18Q-_qR?IutBKlw1uAnPL%xnb_1Acr{?mi?PK3kohfrH*7;v zh9{$yIc`4~gY?cN>Yz^FJS+Xf@tj^DEn=t1S6dat10IClIly78$@L`BB%|nZzM39S z0Xqcl*uf=9m%h#$ks6j;3=)w$bnYZAO4(=lhn$3%_VfrG4F2Gagge3|GO4@@YrqH1 z0{-)J)EP2fnO?hvgm}t~n9{u;uXN{7y+Nh%n!Cw>cV86E?-Bhhjrj;%Xc_ulBqw!Al(X%H>KE%#q|%3T7)=gD-K!gyE?N6*>gSkLs? z3u-U{e_Vtth~h@)v@7MWHrWeets@LU#0QBd@G5z=^^%581ZQ3GS9RlN?jxCa)ZF>$ zVD2wKay7DuK!iFk-ddCW@2U3PNqS1Im^Bh;`6ca&nh*O?(!%Y1BrX!I9eeO`q_^~p z3Wd_OS3#qKqZq;SIW?<;*^*=+w8)E#30Q`ShYhrVO6sO(*dP{*63U5hyF;2suOqm1 z79=CA1@fwN$J@;NPFfmzzf68FNRcwj3+nL}a{c7R`?>AbJOox^QgI8pUcG!2_@Gk} P@uRYmN)lyaCLjL~M?kl7 diff --git a/Fig7_PyGMT_datetime.py b/Fig7_PyGMT_datetime.py index 4669a58..22d8b33 100755 --- a/Fig7_PyGMT_datetime.py +++ b/Fig7_PyGMT_datetime.py @@ -13,10 +13,11 @@ frame=["x+lYear", "ya100f50+lGitHub stars"], ) -for wrapper, file, color in zip( +for wrapper, file, color, symbol in zip( ["GMT", "GMT/MEX", "GMT.jl", "PyGMT"], ["gmt", "gmtmex", "gmtjl", "pygmt"], ["238/86/52", "253/131/68", "149/88/178", "48/105/152"], + ["C", "T", "I", "A"], strict=False, ): df = pd.read_csv(f"star_history_{file}.csv") @@ -26,7 +27,7 @@ ) fig.plot(x=df["Date"], y=df["Stars"], pen=color) - fig.plot(x=df["Date"], y=df["Stars"], fill=color, style="a0.35c", label=wrapper) + fig.plot(x=df["Date"], y=df["Stars"], fill=color, style=f"{symbol}0.2c", label=wrapper) fig.legend( position="jTL+o0.1c+w2.3", box=Box(fill="gray95", pen="0.5p,gray50", radius="3p"), From 2e8a4726bdeea7bfda0f9d8b541ccd2444f2ce0d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Yvonne=20Fr=C3=B6hlich?= Date: Mon, 1 Dec 2025 15:43:05 +0100 Subject: [PATCH 32/35] Test requesting github stars data via Dongdong's code --- Fig7_PyGMT_datetime.png | Bin 48787 -> 54684 bytes Fig7_PyGMT_datetime.py | 48 +- star_history_github_gmt.csv | 922 +++++++++++++++++++++++++++++++++ star_history_github_gmt.jl.csv | 213 ++++++++ star_history_github_gmtmex.csv | 52 ++ star_history_github_pygmt.csv | 830 +++++++++++++++++++++++++++++ 6 files changed, 2056 insertions(+), 9 deletions(-) create mode 100755 star_history_github_gmt.csv create mode 100755 star_history_github_gmt.jl.csv create mode 100755 star_history_github_gmtmex.csv create mode 100755 star_history_github_pygmt.csv diff --git a/Fig7_PyGMT_datetime.png b/Fig7_PyGMT_datetime.png index 7fd600bcba9f021c57a2063a504d6851fd61725b..7ba4654f2f8f7901f55d485216882ff28791eebf 100755 GIT binary patch literal 54684 zcmZs@1z42p7d<+*Ag#2df=HJjNJ%IyEex%Mv>+f21}R8)C`hN$9RdO(A~i@$Dj?l` z_cxy3|K9uDJI~?qFwFP%-h1t}*E@kK%J=bcsc=y!6uz9Sv>FO^{vHZ-M)Klmc&FCq zH#Pi&^Hf&n84AUD4f#3ck|FL4Z_+r*XgjLgnK?c;b}&WVS5c(D|HST@6!#Z(C1%KH7HdjS^siAza5oxk%G+L zCYDdEQ53)Nlv$_`CRX|sujS!f#Gi03Czb0Vs(R~T9N7=$Jx$-!C#p-7T!=lJbhdJe z$a%Q$J1R)J@h$$(w^9C|xzf_Y?}nY@4Hn&LE!K+N?)%#|M7VJz!Q$6khcSrgb`7UH zJ~^TK<0y=t=yR$wD6&eJJ2GtM4n`L+Ysp2+w{i#f7oLO3p-}Dqrx-bu`p%y}-*O@J zgo^icNv;O#fTiZ(R%yY1pTKA2=;98xEMpaO-y7tfm5-K}>El=Lohf~wW_1eN$ofop zI$;?1t?u>RTE%eIX!)!@9z5tyIZHinVCHf8fSTO@8jBYz=q0(F!+)ZwTrAV$>=BKY z)yx}EJf;4>wj46)@=9SixdWDU2G0`|W~I9#tgUMBnu(5l5;AjI)p7ne@^@arrKck; zR5R4((Kx1GJ0sASu%ihRzY!rOaoXf=~}Rb`fMrWme#I2h`%>ddjEe$ zsvwQN>k=FfE9UmU*_;oLA&i#KSmd)*Pf3tqD*M+7y>~$A%cmA=c>|VHuha>m`~Qv1 zXOzBo{jSZQXH?z)6ko6H?{`)x{O(3GBArUVVJ-M&vS?UmKu+U5 zE|rmv*(a@(&(q4wk;6=fiWgc857uv&wLiF+-dD3ye=zR8Vv)dnTy(DryHaOObu(Jo z3x0h*D<@a5^rB+IOILIf9#f9+729mN{6J)_<#Ix1-NACr#KHIuzfvUWn{@12648c} zF>b@aI=j6$?|WZAekl5*Lb`lw*s3VdfrEHA!V<9<3E6MGl2IlNNR!9Ey^nv-==iLb z6?rO^PFNDQ)g$BgF$yRpibp#B-W_qWNaI7VUhsU})!$+b`703#baTz>0j>9;{Xz+f zjdIHYp9T5DYw2{~_VyU5xu!GaDK1ku@s_IDSTi;zvS6TE_kP#saIunp6?w}?7T$VP zdiC`3jC8?&OHFw%-SCnHLHs*U zC=yma%lO}8*2ET*3}xs7gQ6RrLElEkkr&y! z&RK^lJ>_i?>}O`6JzBK_tpU2kuDJ_z9%22)yyni%&gSNAo3r1)e;*x9%Cz9)lv!x<5=nmg6EbLY;Tl9G~ofzZQ$UZMCcD~CyQo4DJD zXB++rnNGGxDqeeud*c24Hor#s5;8^iL+qFwxYbi;HC|_kF{^PH()cn6IT7S$rPUB2 zU4=1dSTLLsJMN*TJ6Y;X))m*-V3+eafhG=j@7rze8d+ZF=i__!^y#lF8a6gIG*_>- zr*W*5p~u~E=7rB9Eo>4pa-@&lpV-@O^FAn!y&--)66-z`Qdw75FsEaXTi9=2&8)(E zvQFaFVV+;`7I_3ULl{n`wj{XW{X{o@HvQS6zo~P#-*wW5Q}@C*BoLx zBBCH{yF{a3rP!nOmDqwIcYYJ=la zI*l@e3`ld8PbyAhbbDUJDNCbeKX{blTP6q$D-F_&x)YjK-uv$}w@0W0_}{*9o&K$JdddGL*!C#Z?H$G5`vHCmsbu>8NC!VilV4TAU-;!+ zsWRs7E31$Ap1DwOkoC4tt+V(KcFlZJ7|0c<89C_Bm^?A1wm{Yc^}`P7Ce&+Mcg=>A zk9j0#DLm52cwzD16DTf8f?i2sWQ`svePH}uf&N5V9d!e1S znLBqNcd2M$YrnBkqCo3eN1UU6(cogam6LvvRvu45SJM54wF1PXz8BD)*S_;~IsShA zx^@2z-b6SL1>Rs?BO@aVM9<0LpC&ibit_S%_wScoIP!C(K^#tdp>s)(?X6OOg?A=q z{KchION-|(_4RAd5{Ac!V?^@Qa-Jk)GAj*O4%{5zHC4+j+j0Y#^jw%`1no}Qi|H&Dz%1Eved6q3iR%!x~1qWOhwr=UtIT-k5bj%spZ= ze6GT5C(Y(JY+e(ERIIO;UP{lzWz0sSoo3Z=Oewwqj@n*z>inB&a+Bn1L${J6!TDTb={ZDJ}l~S z2)(oV$Za#iaGPJ#y5ePvWkM!&{+jNuZ#%I?E0_nRm#bWY$yGBFGaJqfhA+h=_R&|f zn5H;%WKEZdL~h^yIMz1rp5=MC{Oh?O()`5^3)aFWj?gWBO>nwj-^%pawd%5bmltQ`DC#%X zSB zhsD)6`9UW)LTq3V7aGHJIr;2bQ1Se<+QKypKkbfw z6?tzoD0yyXOg#7x7YQo2>XgGF60PKXn%(%EG=@F)7OIbgnFJJdlutL5D= z)xF@QGn`8=J{5L_TwXaU*`Lm;Z#Z5&al4t*e0%8s2WkCko&2(HZ^iX<7}{+zJeIQL8hk2#M)e zyQ#kOu5gi;I5ISzHtd~JBDj3MOcIV*E_cOrS_mzi-GKCV@!duR@lHHkra}NFP7?OL zY6h1OA5Xa_%yq(HW^O*)WM*c@QVBaG@z$5lEyE%~w%FPmEJMWgC^LI}!4k$&TPfMe zpog62dkTFslxu&@^{T=1$H=NDgc$ypHApj)liv~#f**EpHBwY4QdunPSSU=dsi$D422 z3x>Z#AH)`W%=^dvMi9gUxI4M=Vnq}qUfKK_ z({^h0-Tv`@(aB;)CE>Lkp@1FE&k*{ms)W{t>W);FLN{!!tU8b0e$K9ZPLp}Kimuph zHaf9~0sH(7G7+fFw4lvuI5Vl5;aj?)md3Q{pj?|1)OH}bvL&`I$2An@l4-7~jIKb2 zWAMyIoWJbq_PPd)$EU!##J=*A2mA+KY45(rWw|Se19c+h^_RV5v7;-#Yqdh?p8p${ zOOdp@>5M+PoArdkq`p5oh>&ZjoUYdacn6lR|2Fj;&|C(=MgAgiMGFX0pAi%th*bbBJugUW^LHL-Y>DbMkqw za7!Ip0hIA7+Nwju%EZDco2co@HXOXwM3e!fk^`slJa;q)q8$u|cT6-@-Kq(E`)S9e z%gL7i{>_f8&F%(VCQ&SHAG7mYrb=tDO;I$Mk?XRM#_q`ZoDE4X9$MP@*$Qa|eTv1T zU4!og2<}e}?PGW4I;Y;Ve*9&ZV5Ls~lOAV{zxu3$j*Y;TCqfWrB#MW-?)gk=F%CEs zMMm(%2fyq8?N9#DWA+Jic)#l@T0pQFwGVtNgx4bHiav;THM_+#I@JlQ9GAE0`x`9e zPTi?3TD(%@r=FQeW`S*RYPi6s_0L$lu zy&9k9>|d9~m$!z)Tq&-?8Qbc3V}$6wpHt}n;y-OYNh~_V zq@607K9{<$BB1maO26V9<9z_{`~5qEXJWCw@UZLPWW6WWOFZ`)Q+tMI(T=`ZglT^_4x*+?U{<@>2W&MEsd)~y)ZHnsEM9aYW^?CxF*GQwd@#dbz z9quPdp|T3)D>|J4ZWB%{e%gETQB$`)UV9rZ(gX7cjuxAlhXpwE8Fi*w{_4w87V&b< zR>9K~x>Z~{Y%5UxeSnHx(ckqF(Ro2yMyJycd<7xM%zaonQMj%fpY0lSkhG3XIn3BB zP1Rq9xQ|b#T!Ec0y%!YOK0>3sfwzG6xLssHE_yc0I)Lqf5U-0r=Z4b%;-OR+ezc*Zm-bWR8qyR_C2H?Xy%2 zup6=cQZ~+)B>dQmZCNhs`%6+0aK+twBGhWRFv0)L`xY`)YSoxoF%kt6-6gZLvDBwM z7a=i2iP>*@A2-O+HC1$VDN#BHXmn=$l`X)-%@O3Aw=ty3TvQpmahDU|qeE4`pCQC& z9OYsFXA)YD_$3@=TA0^7;9`N z<7MJgK?&0UcSAd$biO93ZnnMqolzW1{fHieXX$Ecu~6O$SIrr0?z5Kl&0 zzsW$5kM9FBZfIDMQ*-r0FB7$OMQNO_qN$Teknf9*-9^nn4iI%D7yBNYkBrF!tK+RCYlzi(osLOJzE z2Ka4uwv&5jTzbv#K7|#ITBq`!*;+xSBb_#e>;63T7BO`KD)pfdECCK2 zN|b{@PDBn~i!j+^swOz+M#vZPkEiqbHQe=4-=Ee#+IZ%V=r?{UEUHFbqP^5M6Cmr!00qP=+Nj`EL-Lx18=p9~SR4=lbC)wg!!b=*|`AD-1dhlFJ8P zJv*#KA_kBcuS4 z69~rGbe5U84%&^ov+Zv%SeEPizt$U)NykF>KX)LB-Z=(>=fP`3-T{Z3E4cSIg&4Ik zg;FoZn}Z*TV0py%4ebl8hW&U7qYk%gD;>bgtldy#zNH;!_QiuxB`lgx!{SuW{~rOF z4x!d%c>vOb_7n&ua7N2W?M*BO9^d$&d4lH`T1#uWvrUsV%(g;x@SID3WNUYIWXE*3CuJ> zE6#fUmDDw&fJVT&V3@bM)t0dICfKRl1je&@wHwJjj+nJOQx^uscQ2@>nc9#-(nr8m zxVs>6)j)6lU5u2f@@yUL*AH91YW9!Vhed4)y2vT3qFLccYL~a_@DawUx>#|mUOzF_9w^qXhk zhxkjdWQug=R498Yrlaeuo1QIP)p#)b3CoGLmo}=GYAl&Giw1$o+6YoVdR@B}0tX{i z@>9`gcBMXNy9r{tN4Vv%vIh^_V4*`iPNrHYT6N}uF)Q7jWV36lKH($pmafmD!l@z* zB58=|c7IS-yFJL*99MVr+LtXOI)W6QU9dFc*U z-Ee@VR8UE8FyhYN=$?>G%w=_ZGOvqPR8)x0>GWbSF-iU7w_YRwr0I6SX)qZ~)k98U z%|&NkJcC5TmmZtTwia9zDQ)ZS?ha(Rv$Gcd z0rcUcU6vREK4`D)Xwqx>Kp|!;MoI|HCicSo%d-+=Eu<=AOaV;V_CqX*_K=k{)<|Ix z{@=DnYjDf5Y$4)-uTCP4;q9IH+rxy@acQLa(h93$0b`F>jOCYwH6GU+F_|I#+=swe z{%ZVx#I7*ro_O`e<{JA&TS7C9KxS#f4`tg$2Ei*L0c4u!W9^N6`3$ujjea}nMw6P+ zD7knHX3;6@Bm2y7e!vG6w#=_ZMoeh0J$yebO(d}#Sj@ij<`R%(VET4~bhx}NpW_}} zaK|V&r-WeC+IroMIas7DA-jO0Wq(|TC%8N&cy4EPRtP3Wj(Pez9gIn?$i~{8L+OMtnemgoY z`SXM%5%xL#c?cZy`G)|j-ajZ!#1A!&aU31KGpbGI`SQ`yv%JKVlO|_0y2EyyhwvyTq^)lf^Y7~ z0XMMr^?lk8Y<;tS-S4O`8|!>zEr3C|asR$FNo=td5PMsZx7FAfW7bdSan#{`=sk{8 z)j>WLpElbGe(2zg{{2=+v?0;zO5IWMv%*rW^b?`?#VM;I$Lz zzTjaOAkY{lxW6=BKW#Nv9T`Y&xVBYGrQb2i>QG0iAG#V)>eiyrYeM1oS2x(w=AP#< zTbA;~eg*fE|625utrUe71}u^O=fWv8fs&#{Kd=T9+s#d%9mUWD)CbR%ZYiBQTPer= zajHf8*XGxZTr1Di8I5L{6=N-KTCs~3EcsI3Fh zxnXAt6uos~eZEnB>v506`37ALZh<%m`%@Bf@TFf?qzlFs zePcHYMvJZme+7pc$6r+c7He*subfNB&m=;6<{DIJozvymb58)`9Js@ei{}cYIW*gq z`g!@e`YIu~WXA7|y2p7*qwD9Z4RSP+sPNdLgW3Wg26ncL1$66)Y&1U{-%hb);wANR zch_CQ|BEeq;PtfptBXjyyC^Pu>19s*a&Ot#lac-W92L~$n-ay^3ntLxQQisVH~SSJ z*IfRDR%)x@zhWf}pj+H>D?=~kr9QOZ&~zF|B;i<^{G3fIhzc6)aY8aUvG7D8t)ut+ zLbR1QpKkM%dv86`xET?UaawUYf^T|WR8c&))PoyODmlh9q|i~H+#=SZS4-GQIJvO9 zy+QS**h#c{mfcZetYiUg?30{2|M5#meeTs3Yr=o^BMD5$q}IabbDl2CY$8wUUn&g0 zJ$?1#c@r*PO9Znt!O{L`bIn2^3ScFEiLr%)hm8TaT+TZGoA-gSPr_f}=TN{4jLnJJ z{gie8TMm~?V)npv&MNQYUVa-}TV?lMOG#ZQ!c27-nFKKFlK=A*WDqi(^Nig?Q+L-Z z%LZ+4nRsHr^&MvTSJ6e!e%}siUJVa%@`_>UaofmhsNIoS1)fsI$g6s>&&1qgcE85+%n~z+*y^fs;ZmUa)C31s!VJ` z4zP&XW*s|b%yk^`Qx*x%PoIYM^MD0}=|gZaSkD2P67nbarzu`!)_PHjZ6r}j>@&RkxI+y9Yd-)4C^4uG4)y(u~|7kTcuI@JfHUfFB zzB{3koRr~H5hUE26<#Pkk9RJ4LYxnC2MkB8c7&B@4fwH21 z)efD-0wg4RSP8x|SA)dvU9A_NHe+Un7xy7Ro`g(a3l!e;mx3CH;+hUFaS@NjteuwM z>Y@1F+cT>erU$W)&OMtSwtanhst0mYkB#vObKUOQVm%u1m7M|o!MRsUNxRZ$f&yth zrVABsTolOEbncu@KCfCun7!U>@yD}8)2F@_wNditE#xXbnHEc0*S@U-g_SDFBasdO zTzSvPC7k74KxvA&;C63b>apgnZW`|$F_C?{=$ut|z>j};q%{IcYt??&*BF{Up%%$e zA5V_C!=z=5nG1GO_Fz<>)F+yNDWbHD{?2A)lcBRSEs%j84nAL0DA-O-o%!+woihM3yZNoy?$NSQLYM;t4F7Q~4M72TUdwYaai!763G8f?C|~OuHYAwQG&tG_=5C8NwCcRf!F=<)ycj<(`kG6_ zV((fS)6S!8birJ2%##rzmP&Iq*pzMr3~;4e2Wd?VkB_G$C)3c-I5n&iLpK*Yn8>Mh z&|QyGOczQnVcfHWa&dSh>|@?z5?n`H9L?MaCuuYhm(Gbkk#4+>n)a4hE&3ma_&cdOVpVD;t`u?eKGTwP;>Ucj< z+KW!{ zsAM_t!$=FirxhZi1Gl*ndC25W*U~T7QGihch-(6xqLGNt!b&osC%!l3fn-J7;!*T5R-%GRQoN zZ@%wa`J&3lCDBr6a%cRKxRSS{*Lo$t1Qbd!3|U)YwLn>mk3j>3E^=TRxdyrKx2`UW zl%i`_5joJ&xY3jUmmVlUb8t_GQ@Eje&-k zr9c*Lh79;Z%Fo5yH<|X)o!dkF*m>eS{_KVwK`K6fTLr-=p!g`gZ^mC z36CpYKkhdG`Y=|8BIdtT5Al^qfpr4YgdrOq%5Se+G2+=ylINjS@B}j2<6w(p*RkCnP*Q>$cI-xjb zwx9L+jfldPdjKu?4{(lbNLBxQ>#vT~oDei=P` zrj8#yC0nNGiuv{}*kucIW~!|+bn^TB#C@btgazs*0kL}4SYJ1MYXCM@&b1+xUiZ+% zSOY;8^%Uwx8c7r*4Q@T20W~&*skhFRC{6qkmG*-JqM!&wWr90l=j=KLgPEJlJOnU% zpTL&zL05@%+${gTyooNak3mkHuQ~$uotA%dTsn8k`cI>#>;jY{EcF9KX*1j zs{5DI+)GloWF4Z_am^Czd)x!^>3bz(($kqci-5t*M61f60lQeH%$mNf*;gDqD?bNn zPOiP+vH`^L#1lD$X&C`nXB;P?<5i8%P>W<&chz{U6!7SLOsq(!V|w9DZN+)&A7@~l z@T>+?!vd4o-YyahJo$D|_u8^@E=BX)osuGI5@cWbRH|iX(1evq+KoRB7Guq$v zzx{4DJK(_wh~l4uYVQ5SQPas5;iRDJbbG$+@Z>bECr}5k5;uQS*s11hP?DGUlLcc;+L!( z*Z+=quMdDPDimCC+y48Tq`L(4IPo*)v8Qy)=QW}4hQn>zUIYb)z5iEaf-t=M;aJ|| znd5A6EH%z#_)_aj%(zqzztD0;7MBF?z?N7`Aq24ch0i|eaAb_TMVaIKd+-Kj=8mLYa89OINX|Yvb&^^6|P5)&_p->GKaDBQvAOW*wuSmpSEb_x8#^dcC zeY(SK-NzRD!omy3 z5`(I1P-er+st`4JsT2;j@Pof#%=&D~yjSHX>xIkK71mTFqF~=RhQCSu+T$eOh6kmy z<^p>>_B)o2_B=t!AJMZ=_nu^cs`t^SA!{$tO^b>(cXEjw?I$+uVonYXjRjocRHV2s zY}9p>hzyU8mL`{T@?GmHRAIxvrNX)M-_gkDmeB-K)47BPD(j=#F;#JZ)TkqYIE?Hn zDZLO`AbAfBJcIlEz^|&58MYu+<=`rI`)WyI)c>vD47_3^3KRaFvOnE8i>`ZjcE#X> z250P85rN}^Xq3Kx2S%c*KRkoM9{lAW-N_;@k!lB>*N+%Gs93Ma@Miew=|gvY+@xX= zFEe{*c0t7rEA6gDTP9$5B`~^A!DfWw)DtKQmc$ym2utJ+l$c3rwo9}On(<~^qnW4-w%J=4N7wG{Z;>$7N1 z@brt9nEDj#MysuG%VABEo=!8UEy3aRg0-s^KY>%9kvsI`+K4+L1jj!0GfYx!Wqo1T zE=-V$8_dAQDjzV~jiL$2`$xtfv((e+pp~RjGDw#EC!?9$2Itw=QiYU}OdZwCq z=5(^Sy?=)-Tx({KF4+XunJkGq7QFy!l>INR9L6`NNa4X0s2_bAhYS1^*fTPb-0Egd zM{z`kA~A*^npBAV#Lw{6OiC9+#REDUT~MwL)bEXXuh-1LaVKt*n_|9HW}E`edQCa4#z7Uhue7 zBUw1v`W&>DvPt}sdy6*rX0%Ou2HCx>%2PkCV08n;Qoj6|3Km3~E2$a@S0@_Wcswpo z4SVzqTmM;CE5iwgHiBd?<&eD(=kBZXpL#`QQPnTeVF*aTg)pukM$}H!)xRo>^@!IY zhR#AI{J?14kxY>(O;AR$T)nUw&RU@Oa+e<`7wN4>;lCXv2)Gq4&Cm8a?ZUoPNk1%V z*n1O95LofH&0$_xV@33eAc>oWYSeS`^Yj;7IxsR=aq8zMg49b|&BC)sm1Q?|`7*tEcCVz{5XRW^;6Xhr+eZVh z$$2}kop<@6rqw$?9-^ACR-Ca>bnV#ur7M-j+8-yTdn30?AP1U|%;O z#r)8wJ-e8}s z%2IBCfRf3KEUFt}@YmV(rlz}tzaaxJFE4Ll%Ps`RFZ&fr0w0NT$1I;DV6e(zE@uiT zA4bZ7$0!kdJZ}2L?bogxRNriGIQAs=Y)N>h$zQsep{1YG<)oC9%cX$kYjSj` zMkz!&hG4n&jMZ1A`~El2uwwaNmXR~Bh*dQ{iYTO*+tmO0EXIW z5$MNOyPesZx$|r0tCwdfj4_PKGuL0Xc+oh%Gf(eN8y5iwS~OTNF}MgK?!19q1u;@H4z)LUAg-Xl+t9Q?pG_$xlaLd{F{3TloJrvZq!xP5&w~rMvIz$O$U)zrp0<9BAp(*ldL?0y<_!y z(lPS=;rg-f2C%@(m-EGrcMQKcR368_;?Ij&v@^FMW;SHDeToTBE^5zy(at7 z9umyzmXn(8WiU3>>B~YiF#zNl zNtVr?|qEs|nZN$vfljTupqa zAxWr_OC*#f;;$U}X)$&e(@=u^>oLu-1~&O!C%@^pduJ+(+;NfvL=-$KcP4vu zhefk)bbGBuDf}{(A4SceLj1$+Ers~)PYO(QLx4r?u7>IQ2BL;^Bv4doz)8bja+8 zyIvWKz>?n~)r4d&Xn`XX<^)g$&oxCGvW*WG2|4UgohTKU_)uJ2wl{^zSl^e-xy@sC z;Ik9KgVMR1PKsY9-6^Vy8!4EvCn-f)0T-Ss={L@y=-EC;J;C}ReXlzp69WAN(@$(h z>KU_5&t0q~3(jMw$iOiup3xqn9F!KLNVOU7m(&9?KyJ#VF`S_pxpblKzN*7l_v=>f ziWRByP879ea&n@}+cn|-QJ6t4#du8F9_CEdLuO{Dl ztji&ihF!wVZSMQ@)*} zFttx`nmpTS2ag(?KrKsrmtTv=EqvzR+t(!4y{pdw&-_%*pEmk7@;J zpYha(w>b{;D{nsH^z;Kdx`#za^yUGjpVOojfO9uJn6xUYyLW++zIJ=q3hs;nN5v~6 zvwY+^Y5wJn+$t@dz%7Pe_lq+)A^ygurP2x;F-^A;y9mX08wbmak5=n0z-7Clb0Umk zo@uug3=$H>A<2Ce_lN3g@#HtBb~^mhPVWI%3zr@rtA8wd_Y}V{#90Y>B8zib zF;6&2@<5G|=x$RY_SGK5S?pgrd9q#RW zv;0xz9TaJ}mc)z4*J7XMYUKqIDmTwH=OZG9ef655#r=GUnYAK3$xw>Fqb)y*M{x|7 zs)m1*Uffpgala_BB@35+L_&!phP`Jr24XsF(IJvk3|&RRhDP25F+@1T)yr>85l^~({D^#8+SBlCEgNSoFle=8jaTg z3TcZUHJ}B*R>E3(qI?c^3Bw_MG@_ZflguD${qNAUz&avwq! zw$m zMW(H-7LVSP3JjdcWziqBDoar3olPP8x0>`MQtFhKKIZp(e0AhXEdWi9M$Uh=A4}Rpd8 zcXjo{>Oy_4XO@hR83b~{+Ae85HnGt35Yk{#%V3HJ;abC5*nw!E{vOBopvMP1Ay-H@wY-t9!OB>u*1%6{FaR7+NL=gwgXaHf0U9%owFsno60BpT5gv$mbE;hN9Gg{?!{_B>KLO=BTNAIMP zmy&Mi<&teNY)(hLRxbxB#!rObIbJ{RsUr+kB!uYSS9-EO(LjBek0Q$XbB&{H{Hs77 zNqy5OD{QjJ3G5iv&s7J=l}jquFOqj@_akK@s}rK4AN7CRnG)8n)(-iy6XERVQG zJi&~J{I$(2oJ?8A9%�L+L_!E**G%kd+!rmHh_}_TZs^fH^Pw5s)yYWKS&;w2~-v z6S)dOEkQ1?eB+Z=r5V1Q?*Kycc;HPrIWrw7UNJ4|Er%O=9crBLAt%)O7ou+!rD{G0}z zlL|S@=JOC(^PobUz1o45+=9U}7u9}%YIyuws6rmYS6WV#YyWgy+W zC70(G6FzGT%89F+ZT6FkQ~zR?=D`^kX2|>GJvjeRzax>TYKKVT^`rQVjBQ%W1g)aM z0Xn4z30_xPbuvZXFiS&Y^t1opySriU$QrIdfNa}Tf2G33TBJ@Jy+G}sI63X{lxOtAi(Zzo1(d zt9&4A7#%(c?FtF?-cnf8aj%T|N+k(cs%boWUZiuyWar|RLB!{gLCOw&c9s7_oo57G&PxTHr@x%mu=WvnX43E#q#{R8cR2S5(sZ!c!s&6S zV6BIn;~;Qu4=StdZ@b6f+T3}MY@e7>ecdyBQUGbXVo)@f2QX{1cbyrr^p<6xhSH3bY=xB7*6#^KefwXUx)r#G;HUA#+IJI*5hOj_6Ua-gdq% z+1m9AWyDta@9R)V%$FE9|5TPeha1zyrL4nvHW#d+a>wbnsxwtg%+^HfX>T^_Ocw6tHzWLt!>5+%)Q9)*-eIpfDrfgqo*DrK`ih z%FrQ?k%dBy2c|S}*KU&TD1t5NzI9QcE z@&iX-wFZC}X&_83*>DUQCW$1>4wTM9+HvJ|Z7Los_IcJg;w0GAmabF0bJ%0;Y-W7Pis;$DD+kKvP&i=hu972Y)e?qjvS!33Y$@9yq$F?_uA6y@J07ea1{!Elr zpqbRpTS?0Ju}Ya#GM{e>E9@N2+zVT7y;&d4Dg10Epca6;)$*G>S>dyt{_qnY-pWl{d2I?wwvN|;Vu{p{wF(T*zprqGM1c_O=X zQwqN)w82{(qGnws|Cp+xo2QvaG&-Z?bjUG_Tgq9F55}<&H%uI2!k@3R+J?sNo(!*_ zsHcXNOdb{D$Jd;aplbQ)!m{A!5MvH5eNLwgUC=j=gar8RA7Y-!Op7hIF)E83Cv*5# zBzBb?#ht(tjQb3S(r>-+u~Fe|d2i&6(88wlbi5nX8_6ZHf&D zdd6-@Bm>2pzBjwDgHS)_OY_AxBTd$5jgWu{Z?3E;C9=%;<8%G#9nJ)?aR;1Q086)u zu436Vhs-hSP3CT(L*|=wdB55Xrta4!_`(1|Pi2-oPur31ifXUWX5>&Gy=EC8&G|TY zoVUx1w`<(tUCFq+rN+z^>YQ8Zj20yCW*g+-3z(>c;-^0TTT8yWc|k;AswDHw{Ly}3 zEmX6vIJ}Sk@w4F$44am&yr2UYBPok}{{2KtugjB!N1T~rfpjuYn7pl)Qq}2*o?)hM z8_R;K)Kug>?YKhkOw+jwY9=wuDI!^-%_%JdTU?K|wWsD7bUvhK?oG6M7rf?Ls76!${V(4WqMcuan;(yUM66$}3o0_1`WKZewqHz&241~|`~Dp0 zcs)i2fc$|%e$MxBHj7WHh+pWl8myp|UGD);A=Xw%S6?lm90zV2yK4tyQGRe|BxzDfk7OLglyXK!*&;y_}#LM#~kk;+#j~?pRxb`qn0cL1yv9f zpCT>C8`JGeX=l3RixQa`Z|TV&cQ6qJbi5LJ!4-X z&U7dYhx*k6X59LqYs{9W4Ol4+lLa6JiEN(iEST`jw6Cei3)7AJJM?0@VBn#c*9c1% zLCoNFaM2yS2{JcgE3S_(MI}?vSanuUVjr#w5I~Lq0iK4l{FidRN>pDiQ1paaS^+Bp z!u|X)>2$O;h{jcY>pa3UuB}%^?#^>UO{brh_&x6xhvShwKCd$s8{$mr&;FRfEOz)} zDdE(G)6WgJA-2Qd8Yq)hf*8!DE0OIt5!2p7`KQGRmhFdTa@NWj4~)6AsZn`m6AUq5lp)_mOi?k1~n0@4apZ-;w(V6#r zc7T!K4$wu$F6&cDp6s<}a7qIg{v1VlQ>v$=4)6a-!Q?sySM&90&Wo`ovxM4>SO(&? z4-}1#r9D!`{5!XHW$*OCn<79;(cbGV=@PpLDjt~>vJfK6e9O-10txE$rE~Q(I_18a z5M!fEVK2x7EpFpyBU<%@YH>LL!qcPToLwoWjE6=A(elO6V6gDmdA(@FX6v8(X94eS_U&3o{8^m$H#UwK8O`dTjsc{IL*>y`mdj#}l7W zy?>Ct;XF)b(1_Q)57wwb+$fjkfRMLlBGzskmf4g z!am;}{nuWrn|Fh3|Fsal$mmt#x?CMx5Xf_Z%pX79Y}^x>M=CwnlNMYNBs&K2l7))6 z|3D2!mbm&`H~him;=b5RbAIP-uj+Fc%0%NU;72`c*ELOyWB30#ra|sW19-ZBVt48Y8SUbWc*Td`tK8FCTsH(9(H3fx0YW_a^{wZ0N4)3CQd z-wF4eWU=5dIE+qW7`;UAacT475+N~~5UD3+)pfh)F${{a$*&-~V6xu7M0vGB^dpo! z%;Tzd8IGV9VOpTV2rQ58WAjOcJ`>rf(Pf>!ij;f*-UIz$x(#5jU4{-`9gFGVAC#7e z$TP!P{Ocs-0Kk7O zq+x9zF~9o7e&p98CzMR?M|hO9#8boC7rNoSp~A-3$vPT3j|BaMmnPGx6e4qzkcIrZ+ zR4#7gLxtRN6{v}O4^C);RCVpCq2+;u>Ejb+ex0C9avEz?AJn6H_Ups7qo{`K$BK#p z6h5JnO+fB{pY3@(%lj%1JD>|sszCla+DKj-dt4(NlZ1VkTM9S}uu-_M5`pq9yR{^k z5`-r@a`pWeHFKd}rLP|Ke^00p7y=n71t-b?YOSYtlLAH8X^9xycvU6fWf}SE-+)sX zRgS@Hmzixup{g(5>Mm@L{T}xBI7}l&O`F1M|4?`e+DSgu`JcUr6212N1!EJVn2i4m z$M-Yrp>{sJ^A5|s2XUFN8-GiaY2v7teQOgMsghpxH2TicS_j17%7gkiRTJ6SNS`10 z1#~SJQgMS^50ZG*U?kv*oZz9UhYcbWQ5kees7I9D%XQS zP=ji}zq}M~dWMI^0_A1aNNNrvDg{4*VWW7{P0KanBUqd3l|F@cMWWBYJrfl*`Ls|P ze#%aU5B7!rL*j-4gz+GO7UoH_^e=ebJ7&0NE&IH6+yV@F?UcssIJWbb&O||r#6LQ3 z>#)ellgH}4Y5X7J_aD0@Rc|nxKE!MrJb61)6YcMEyY;0;(OC`dj<6Tz6O5mQ$av?> z^-;DyUBU9vT#4UB{6_T!y2B|`QGrK;NIy!lM(1Ep8@)JbGRlbmxcT~AT-MQ?d0hqV z)Zw$0>L>b1g>x2odd(LbEw0eN_Y^(E%6Lfpz31;RyjhhqG3)yWt7~&|5qxnDbjiX) zoVEPE6ns)_X4^KaxsOXWJi^t+VK3DoP4LdyFd~1IOv#($3#l5_^@h95Tau<%JC1st zYkinvJor||5{c#AJhPh*mWCX6Ik9Tpd&gDf%Bk%0a4glrgEe&X8n@bBpYl2B03V#7rZt=ERHk%PAzkD?CA}YyC3UmK^(~=u+wD?H3VMQBtZgkg&s7Vt zQ=!l=r5NEB_Zt{-rjJ$0yCPX;8K20$O(iZKS@PT%Fzpcrwpfx>B|3pcR;5Pe{gSA> zi{q6iodXLt%Xy=-beDZ<#z;`ymq@9Jt#JHJ*#!sNOnth2E{;aW%}~xs z49M6&4_&dwwbyelKl80EF5mBfLTVLUX=1UbWVVs2n zaY(p0F-kvREWew#PfN%|^`%g1VH=@TLQ0C)-?BcOInkvqIQUb$I0k*zMlta@T)xA4 zpF8i}ayYY&v+;Uez4dHujKhGTD9-(3-{Jw!cri*pghe-XvPGq$F#|dXP;DeklviSE8*a6SO%lTj>d`pqD%RwU!!=fo0qtIC1YY`3#kEeb8gEy z{Jh^nB>#-rWgm0C@iONL7U^2rb-l3!@jgrp2?9=pa4pVTW&g-<2C6<9@hkJx%Wuud z+tjlP*68lo5(Ne6N~CH(Zf*Ra=x3YxeBGcfqp5JOMCn*e6yuZnf#N5u*{NFR+bOYwE@}U@?>sx1xK@8pBpu(D3hkL zVb!W)0aUXuYl0?bL@dpCJFXPDixUE~n|l+Qeo?=oIb3IOp6BdOp|+xAQj8yb5Plyb z)C>0f72|wNe{Hdr4NHOK9|_^W zDb7_mk)>v3CH%ZjxJ&&b!6&P~55o~r95=NSSe#Eu%a!*(WwXtE^F@}cs>)?FQngvH zTyf?o>NC1-`L8r(;uXR$q@+OIq)68;A=LtsbAQg;gHShM%k0zQwF_ z%M%GY>abH1mj=>`3^D&i#X1a_c|7BfSgh;H-R)5Q1yy3yU#0;W`A)ueQ$c>Z(6{19 z@o1|4xy4PKJMKq~Y)+f&x3zvW@xifVwY&ZTz2WjcYIh6VG9m)oD~c;UpLv9BQn?}+ zm=+m9;Wb~>pwZ;{NK}Qi?M2vOKrU4*$rYe|#p?sX1V2j=(9Y+$K;GwsyUM@+j`~Iv zQG3Na&Xl@snHpBs%ipi~D1Ljq%OZ2GBF+3DA=CmQtRxOhcJ#+oM#3=5>o0rcMgy7w z@pq0(C*qNkW(U_DJGUm}wOE_Cb-#R8 z;Q;5>W~^6^-CQn_XTNNFq5ozMNqtsB=XE@rlQmuYYr2NEt)YFxCeX8rf>_`Z&&@(3 zm8>kea3eQJY{58x1?{mR^>1FYvXU9cjt|VT(9sTm!A!e2vfNT*2B)Y;H5SRZxOXPD zlrLY4QDCS1S_FKkndmuL)!u?@I(?k-_BsNjYz5lLEYId~o64bEbao2uNeK7U5~EzZ zx%HDJR22W${v+~#rB)61PNyW=ByD$P7;RxUgRc(%~`f2WHW{gGzIxwf=6Y}x$SB9nBTw`N+zC_yW4!c-$trch2` zxZ0tXk}H95G6pFOJI^&mX>nuhXPLA%AN7lU0M(3IGe%Y)#TlE*)l2QnILx28DgAw>a$JLzfV5em3ZV}OqTBYp7XY=;SwPYx- zG7|ID2Bq$lITx;|Kqtf~9GyE}C7A6^e(kA?=aImR-V$&4J0ChtJGjp-T`Iij?MlkI9=!eek`-xT^lYUw>a z+jysl>l)=Vek49>=+16 z#P|y9ms`I$=MGj~Z!Kx?Z2Hr5&2(hf+3}C*z``PZ;7UgSBW9j+x=_<|`MfNO^nQhZ zM(1(|apU6{sp%bsuSiTH$?I8`R{gC%8#9|#hMAf-zQnZ1_yy5}|95?EKj$Ip`J_vJ zdPAl3RNMTYf&Lkn8%I!A*%))*NG&C9UqXP-r_-NI7<&!kpbimzFS*WJ#-c`(232|L ze$rz(cFI_Xua?r4o*^abQ&BGJ*3=QU%g-yz3VKpuCh;2*82-i$%AawLuqV_GTJIlR z8%L@QpV62sv{k%uY2~4!K3Tz;F3~gMgU1}3u%|zvPzA|y*S(gVMVF~{`hsWE9V_2Y zzF71yv0mTZ?-1Wb`#|O2OH*L*Cz*sOL`OUHuo%o!{x=sOC%!W3BO}bWeHfl{kE<*E z*}xky4x&Eq=^^=k5z+YmXVcPgrcQ^^;HM<3xZXH70jvEUDG$Mw8Z(6vH_GL;U%D|nDs{P*Ntlz{l-gPNiQYdW~ZD~`FKHU>El<^ zqC{FkTwbhGo(5$2QJ%erQg*Sim+eM70F4NjcDClcySLZYEa&Y794k_3 zm&CVX-+qX_S#t%&ZAbb{G)Vk4Ow=$o{ZhemB1bKITQnSdP?2y%YwC2zUI5_{4Jb3j z@y}q}Ivq6D?#)UZ_Hj~AW0fvFXCGGQ5Gt=w%s^jLa(idczR79&=)mvH~^uhZd( zx=q{#h%j;--L`E-QVru8t}I8HcEjgWFip$gloPUvhn&41HT`xgtvsEK_))*c4Ei#0 z{CxJ|7X3=(Q@<;Kk-a_4P2kq)#l*>#ACpbdWCI4EQ_73ibaeHiJ#z$A#1htY7u@q` zU{=4G`|@W(5%H?( zu-66VY?EYrX5UTLFU*a7t5dscbFPaD{9H7rzZ7OFfFaEE1jb6KgjXZO_+17IugH=u z$9O4lypL0sjPx^` z#oeL~DS4<3qx99h>CRc(Y*dGGCIsz>C8yeCGIm%58GkD1;U`MIP?{e|53sIuvAOdn zdrrLOfxLqvnW>`aD`r{S%+G?HD9MwPwnF%8(|*%w1rrW10m+W;~o52>{eLJnh#F$K+79ao0_f;wou#b1fttyrq~J1?jlyH zaRB#r);OS3;aah=3p@CNowPBUK=BMc{WA{Gw zK18oSx?R1!YJTir2+jQvE_qH?G2d4VO8G6tlpL^q1V z&-Z@~d2;0yrmN?^Ce1rzV^EZs+?jt2rH>(S0u)g^b*-WdbAU|3nf>b)aP#JqQ##99 zQbrvgVQp}i!K(tAd(m0~fO2P5OX8dp^SHw(?ilJ#;g+en@?AiI+?S;Hhi9sP0U!yv zG}8D7qBYIBVcy_!&E)fof{s@(v!Bkr_(|OHUgr!p%@pbWX$#n5;{3{YC%b3H`$1Wo zrMsOFcm~LpAl8GU+r_Q`bTEvmbk7mF^IReSa&k6A=wl0QZceDrV=~O$;4zvy=%UuJ z@ZpLeoll+Al*?4c>9a%khN0(JIr zRaNS5@IpwUlxq<;)CF5A$>93*7q?X5e5_jMh1>V5>&K^eNxYAsD5MxwF)#Dxrl>Va zFyLm*W2UH{`FGfrUq(>7q^;Yx4qK+Y`w?Gm5n~pW;;sQIm{egX=>wxU5!#19YmMU! z*~M`2G9Si*m0IlyJ%WCq>mL20)ngOR+^_N$g@>42xO6iX*ZGtUFnUU0idqNyFts8r zA~2j8vR131&~0%!NR02n@Ru%!_;(w(VLATt+i?-FL^%eQU`o7$6mx#^3qJeng6C*t z@22NYT1yeLtV-*>=2>n?I8lLDGYJ9!jpK~jytZ7)W_Z5}3g$LmQSjZ~jvlM)XAjl( z|7>(c8;{AA+} zMp`JZ@~9cYJ+;tC)E80U#AJAz6>jIoYg+x7L~@A3R)d@Ff>8+p zog@7!el6#XoRN||Io5n(E{I7lQ^hbcZm}+G@-3itWl{36r(gWrUt1B-hD z2~BBIz!9*EcA9U{-SfQC6;0dR(8@MMBs|!vyGl+b0PbUomVjMyXx5QmTp5wy@*UZ~ z)wPP|Ej=z5Vdc}3KF_a*fEz+|0m7(?wyBI3{=rSK+DT+mfGdAQc00J}3+D^cMooql zcBH4|vle5RTIJB9y|COj>(;@7HHt*3NCauX5CK=>?d- z#|rmroD$r1le04{*TBu$O_iF;=QbzXMk+=`2DxYsgLFB`U3`PzbFF@a6t^DDDGD=y z3jDLOdc>jk`Z-DU+O>R%KW^7$ozA&r-bWXyu>12p7%=?zksThZ<{ia^c^fvJJgT*4lLaTK#~FJWm(h zuU7}293{$3iiow$F@8PxJAeYs={o9u47zfP;(~$fRh!jX*ASRWikXxtk-g|Z6-VWn7%HeLNg8d5qC9kpr zNs-29lI9+Aziyz#oM#z+EYC%bwo#qWheZl8w!wj#9K!q_S|xWT{uKP%#hk$^i#>sb zB87x;9pBv7-8s#VicC6++VZ(iI$yLtg8I!G7=~k(jY*?^RV@7ef)4_sUq>tnYhRw) zYvGhvAw)-IlO}vBAbZ#1OPHqaSc_(OIELgf+}a))XR;aMTEotl-tyIoMR=c6@9u6) z$PBtpv)LmpR)xiUO}pU2D5O4_m}_QaaY#3c4Eush{dl^;FT4MGQA;B$?})2edPJag z&A~J!z3AWCM6II4=Iae@&WG}#GrasR1gS+(3}lRmR6Du;OxGaWcyM<~NG-G7<`1%u zE*qB;Y#X_WuSF{3YG)>YxU#L}^xnk382*yughCleAxzO5q59l*DbvreRr2`P>X(P_ z%7(l6HUqh|GQl_fnr;;qTk-LJAh`=dzfw^uV{vtKO;2Gdy&PA9V0V0csrh&wK zQdj$mCzjFUn|f9_Gp9+k@sFo$R!jv3420~n4U78_5hyo6lM(j(2#O?7;XWoS>&H`m zIpjs{(RyNS0TrdY2RyszM8?`+cFW#y$uk8E+-n*_qCsXhV;k(cK-R9?7(YB9Jpip^ zrcjBG<=dq{g3=&?2Z>1wlLlXX9Ox(6l5qVq;lpnGUv7vylUQY&=unIouu_-~l+Xmo zlpuMO-=dE>y}pN83=W~X2O9*H`W(ieyy_s~ZUuXObFn^Gad`x&!Jve6_l)vhF~LH& zl|ylH%OA$&k53ne5_nDZ*2d?Aur=1}zj5a%m?y88yv6J3ipACN`-(l66XxxOW74pt zS_E{NX7zpP{cxq_b|)L&#ciRx^k8DQYlKnyOZ~@6YfgX2uLC7H9+pIeJ=uPC%bv-k z>DQ}U5T;M7VwV33iMNHzW@f>k<&FpG;{{3xy3?NpaIztaA0w{awG{T%WD6-*1!kVk z0ef>c3-bBb8n=$XHiPd$eD>`45C+E!(}e=p;@~bySNh9xX^4Q^d-!KJ;XIk=zhbgl zW~$6s%gFEgV>Q_6frxMLlex}u$muIh9+{O@kr(R;m49VhfD`E2;4(k}3V`|LIXha_ zv*azLFeA^eHxh-JUVL!`kaSyjfK;DD!h*+C%2ykIPyuxpI96Kbl@jO%1@)M9P1yL8 zQ$zN{{P&Vf|8~6{Ex&pF5`Bn(FF5hnu|%NhG@#_|Zk@DUj<5gaEc#&8;ecAvbHVYK z$S>ab$3Rt17_smEJ6l&qg04HRSfA6Em@Z!Q&4V;|a30+Jd~~l($)p=2`O4SN{d)su zeAB5Ld6VlRXS;0$8|!8f*!$*+6o!GCsd&CVw`#kVmS-4N_Nx0#gc&5YMN95gSFyMO zpD6W9L!Rqxh5L6Ac#GoJL5`UT?}+|N!eY$`k`w(Sz`KX)apsR`g2Sdr!pzoG$UPsV_rV~L0 z=ca@+AzvoYKZeiFM97~oJn5F5XpbPG!?YI>$c^wa8l{li>sDgp+)PZXcgZRyxh?j* zjrTnyd=P;RF<9|MeSleK`*o%*At13+F4R3Tn-Z0Oh&bsaA%4Q+6nb&w>H`@keBM;J zBfN|jyi*&i-TR2;A~9zoIYQ7XYmX1DrT}JCssSjip9`NR;aRv5!?AI=`1)gu*lWj) znfaktOyhqL&{9uU=s$*Dsw8WivdxtI2yJ~74^zouo|ZIz^s>U!&7LDq-HgH81n`u! zx*3ncK1(sJ|LOm(@a`HN%^?u@COSmlz0Is|*(Za~C`Skr#1&*Rb+6#55?R_kkUp-z z-2YX!a!;27)Gh|r*Rn8j^TG>fZKty6d2*GRK81@WV2mf=(;db^okU%>W;wwtFyHvi zOW*@L_+}A0&`OG_1EX7e_bT}f*S2|XCT@MR!_gP zq*Cm(eGf?%k7C^x!pnP}C#Am8yC$} z+fAh=HR8yP!BPLEutHVIlt9Ufiov?=7pa)PyoGJV9nR3b)C9M3{aEC21j= z7>~@X*?li%=E<#;tgK7f8Es4zZ8NIK*8d#(54_LM=yzyX(9_l0t}X&$-7qE1b?X#l zNx&b3FlF3wtSDI9kF=_ybqBJ9`>tQ{UW_2=FvQvAkM{+Q6=rM$I|x32E=kEwVt2UN zsup|z17j|>;<1g>VLxXn5b$LxoDy7Bg*(4T{rBwF|=&Sma8T;!y}ul}PP1Dt>| zv|WOzFmttAE>!s$_$5BYB8A!&x<%(2z2JTk+`2-4#3RI0n|r-7NRTSu{=V zx@t_CkmCiSVHm-Hco*};8w%QNbk)8mn@O`s_9h<53W!2y?9Q1K!YlG$k=S=n^o}nde#(X;&63=Uc=c|C#Y%?|BB}4B@Ly5B!*&!(a4!LX zC*M|bQIlsGOHU0zpHv6W^fagYBHK+sX0We*dQ;_LA2OSPjnIndAh}UAaJCRm;sFaS z*hFqkK)wn)BP*NKSSk6av2;>5$HNqI;Ww~SsoH#trjTG$HzQSl?gTJn!+7Impz4SZ zXKt_c@z4%)+4m(5)Q;>jw@2+*tHba1kQd6~#h;3Im8`nR0w|I3OMtIu9IP;R)qh4m z{0bp!y6)~lA4Kj81YQ2B$@isHQCg(d6_X!JZZ*@}FnpKiN2{SP$qm>TcCV2E;BB!` zzUy(*sZk*}oce==J+tP()TmCI1SL9gQi(WGA%5|_2M1buV*7Xf+NqZ>pgzMGF0d6l zQ**!|4Jvh2IMh0o?YDbpP8&ZwaQfR)G@IhXjzHjtSuo@Fjl1vRs4ANCE?olKKN8$V zIt-JDOai&PB@on{DX79s)9MKyFOiSv^Xm8_@D$S_iOkJq+a!igj zJ&0;W9^pKajz!bkI9%b%b$_ez&eyJezaM?pF83`~rV4I`P`tWq7-!_ICY_ypm4MOE zr?~r9`ANATe}L~vf}62Jm-i<%YFI((V8LG{=$;C$vvqLR?7JnF5J3JsK-z;)Z30d8 zfKWfb6UtaQotxAVM41>V#Cucs8f)F|V0!OE(kmZ*bdRe!;P8+hHr2JOT%|p*dffs zWQ6@_`0lUq^wV_3Fo*^Ir*QC6u8p#dFR@*9tKYJmTkH&)T|G zRG}EILAKx+OGXL^CHeLqC5=n;5^kkbXWYq}|LE&V7cpep~U3~uG+ za8IJt2s2d-OEbqMags`-B%eY|jrds!jB%S&yfJWo<@e;znExot#x@i9ohhY3jz;8tqHb4n zFM!RU1gX}?Gnp~vSSQ%;H7X_A#%$u6y0t|hU`XtJ2!SVN`uaQ;w>)bygdr)d?05rN zJxSZSHe@fKWy`Dko9qFBNB2$I7s+q$HL+LUHG%@6~HunCpA{`Oo!d|vOvwpZ1J8+$>>%cpMLf?nl z9?#YSnDzmHdIZb}rP{0`&KBX7ymF`rbrhvtva@yZ^zTI~ZPyJL9_AVGQN2D}gw|@* z5CjxXaRlL4yc9rR&=hZ~X(ie(|InV&1ccXovKnA%=chUixO}iblKq=ABCq4o&Dm?c)@4;5 z*ZeKh7a@@?S`>8*h=Gmp@gexftSpzkPiomdzhHx*Bf36BHGCpe3LY5znISbCasn3< zhEw69v!aCTl>L;}gc;lb1`Zrv{mHLb)D{Z2`7y9s>N?_)C(7H3QcMkp#8gt$?#fE^ z!ps>+M;g!eh{NqjiZ+ODVcUzCA4RjYmRyGXw~IP#1*S`HWJEuyA|cy7KZ7x_&~UYJwmXFRsywEf$Bppa@a2-YThL@M2ddM zvciA^Ac}j6D=m5Kn|Kz}Zl?_LaPb!hXl zy173uq$X_Y{icA=}Q*%=&3n+B{wWM0Z|j z^El*(MhYRGNAR|I%s5Z8AR57gX&^Abx-4xJEAgyeK9(bScR&KW#nwrCDflxib5h{7 zZqg?|s#rBoGKrG5JK^?ZdiWr75!2!Iuvi-E;cLI_J0P-)ASitd;?LmAh65@r@$&nH z=vMcaKsN`!x0-3Hyr%Tv7^jga;`+}nR0jHM?u6A%YJ_2sxV5)x6G6yl)1LQ_g5eDKToVrga-gU4jC#O&^!a zu`OVK)kMb%$ni_1Sv(+sggKbxyxoOH*Lgx}3R5uRbK!-O|D;!+_HOUpSKj!Uhg4Ie zb;>DgGdY2T7^{VZJ+6IQ)A6AGgLe$cy^A=bIeNZ;B6P=f;ITFwJl)M77kdMYiH?Kj`UE+)Cj! z+&pJ+du-EJvozqoiW0@VN!wq0d|{XGr6RG9K)nR`xmlN-B;_xW7=LB|M%yupAnKc?6I-1ckVVM1T$2_{Ib3(_dACS_hGoPJXoy8K&FqP_{4!+EB~>-- z+Jv;hPhC`iZs$pe$&^SMk6s_!){_rq0vIDyllpmrtW zB_O{)C&}LECRM~{R&zN{g=e$rN%inaT=5La)I*ZA1{NQJ+%9Ri`CGx+^{3+wfX=Srt-@se2>t2&qzVgtiU2S=q$q%{9^AS5;j_l6ULTvcbKN zlS(v5>?*ngAI{CDFCSu-&~=yG&?2K*p_7&xHMpg zM=L)8RF;v(+?r{x)1f~QwyX$p0IsN_<4|9~j?9|ntrnhh>EmnPstMWF`S)THNugj^ z0WhP)<8GadC+mf_6~8x0Z{<(O|4A0Zk#=Y_c?hY!As8veeF%~;*daujS@vn^ujLSC zC6~ia^eMY>M}0f$C?-|ap;nMDoNqsHf9re}%JZT%j_f_=3N!w%qb}lYWJv$&C=g((A;zWy$bp9tRE8fDAsZgI< z)e~V2F?#&pqDi&L$cIBSlSy7`084M-AI*30-O#`T#q{;32)|%uDHmQ0AqE}nt4YGM z$#Y-kMHxRW<^lz@ED&n*j23frmkH}XrMo4ASIJ<3kGJnV<|wx`qknYI?HKCwV?Qdq zD6x2+s6}RY_xsmY^Xf#eWy;zvhIg=d5al0*IgS1~z*j~SQvGUJ%j3KHnGe#L7&#A> zBg(FGN8txnbC?%Zz=DRsO#pugSsiJ`$a8bc)-c?7ai;$!op3-k{)SvUi{A{U;4-2r z$A3{bKg0N@Fhv=}k)lspd4@?NwdqPvnf$@QZl-7k0xgmGx=7NWha0XZd$2da{?93c zDuAVzw83{Ho8lT{$5Eh$*(Wri;!HZ^$q0PmZ=Arp>{4_Gh&9BqwlvcVFQz(?RQT>W zq(oMc_v>1vZ*msLDo7t?Mj*}$BV_r&yf7IW`_>&*1^ZV*uUg|Ye1sCNX5)XYJDgb- zd3Ez@d6T|bS&8@Y;7k2Lu=!wz{JOwWQ)S}CI|M?nba=F2Q+$de7fg{(X=ecZAWB(^ zhS)lNZpT^Fs`MAGV0rklD)^D47d*qO@KcF~{n!2h)srBeG-3wS_lzr14)!FF)SDR_ zE8+@eLTm6_AN_LW@CrSA7axGdx?3=ay$0#y?IccL!0MTd&BL~AcUY7&QvYLR6)VmG zKP;saJsvorGCJG%QZT668Yyn^$T4^GQXwN=T5^;n>LyqqPan2s>%W@{aGg&En3GiP z2yK%#TJtCZF>-;O7KwwX0uYXXGaL}0X?Szw|0^hs`FejreKLdw#(?Nm3z2=f%#cc6QoL*rF&Yq|keVIw^0Y*d&2_H!=8uo<+1Wul-b2#S_c@Vm~t=X=oWL_f;_HNTLy_?r6izV_s; zGvd?OqFYAMLLYT^i4lWRKpgzqpEiL5nN`BSIi~odD^NC{)({ zVULkIP*f^yVHZ@WQgOqT?+LjZ=yJvr5E>#E3;&(Ir~(gF@bJ3XaSCH{ zIJ?SSxaS(_JWZmhqNtJBTf@#M2)<`)2tAb^GA3(I(Vrf73nsKUCam)bDmYG=$5$;bt|(C zTM&ODBtln<{+++T{>qfDwir;`h`JP>xpen@vidESpWbXS=ZA(ZZuAk7&wsz}bpr^a zDthidzI$z-!rA(G1!#BN;3Hk|lMl5MYG*l5%7yeQK=Si}T;)I@ zfo&%n$zMf`7?HOvr3@+m=PGIf*&rJ};fPOsllhdj0{RU8V+9ckb=&?U;Jh{`(CI!6G+L+$R^i+ z0DQ{=y+`qy+_cPGGZ4;ZGm)V+kNh0-P!lS*!&AU7PVu#JUi=rWk%EY^Ho+3w1PGV* z2A#(o-_xzzW#{vQ=nl4n4-Y)I76fOU&DPsi^s+2M?y2HfrJ&g0=OLY{J=i}Z9FL4r z0tJpVV%DO-+~AakHL*H-f1hOB;WYG6vrq&f*HDG^kOWtI#bq{U(6LOhCBWxiXu>klX`D2t z*75z~E1%!6fX(Kvr^_`bP`{z<0Ok3GKVRKapN16A8*ApfJM3-zedQkuf|$8wNu=rRJ%^dr z$mqtpB-D3Mm77cZtX=yf8lL=J`!7iTBSIA-)wrib@pOyP$F91j02{Zgg~!;bq?yNv z-9#WCcQWK8xG^;G)U_+W&PnV%xE(`g&Z$~Mox|0g?QE(HinpWWPr+U)ll2ZQZDT2K zBq&+gU4k7XwPta1-8g+ce!hW9hM;8#t0(7125MXnE%MYH}Tj-rB$Z4%R!k z+IWfKTvo9G)V;KxrNE8*-b$CBqH3`rL#BAFFv+8lvYLLt9ZE1Ax}(*nOMqdyNV(w?RD4ow*SE`>bM5C7 zHrcc)^MBiu&X;oJTbMS7vy?irt4VYUR#ZsC)NZAll}Bo73Le~+vWje9@|gyv?Rn*L z=c|O2uiB&JePE?zKG)@Jp9#6SZq@lF`$}w&qXbA_JC08FCXDPnDJzkF5~Zaz_Mfl0 z2v~>Qx;MOodV|N~#O}6iArwZ`sFa0w-I|_+yc$N7$teoQg~6AWrQO$|7K`wx-R$bV z-i0q2+)8kmq*CXfE4-)dT%Bz4=6$BPmrRVg zD7TPq0X;>tL(2%kAO=ko_jS>o71ot#B2VMBzpc}wA~t*sKes!I=10ESSY{^*>c+w( zDL5sYt~kAVvHhZ}DeHxV!YY?9$0DPqOwg3Pfil-kLXrpf?<+T5=DG{XlUJsE5*zyl zt5o^pGM54pVUv}XFA=uN?3DkS3L(>^I$J{LzBAF4uEZRb6TrxBbSX?N4x|AFXo=*( zbbQD1&b|lHwIg2Jh7X>D6ARh7@M?4+FNjWed+b2udj94ni#7h_5GkE>8f zgSS9K%Mi3rnB5_iI5ngaF6mXd#fzT32@dEajvF!*$4ar>dY}lcoDR!5n3s}Lprk~z zhC{q6TDH48#?58vQwODc*;)Xz?BUu>@}Y<)*E9puE!x*DU)mJ?2zKK`H9&{I${9n% zQ|VXC*yT_?WEHy#O_fD@2`pRh9Ich+P^e1-H_`IS;eG{ehQFbGN-8`uUm^Mpf3C^h zA`&dFjv$m7Kns9adgf*R2;@qw7mQ>MskFv1vvVP%$E|`s+{-xxeZ^soseH z!wG3pG+`M?IotRcbGhM$PArY(U~(xcez1cJmfS(>_`b~eRY+-if@KBG)Wqv|LF$mI z^8%10+MA2z<;!?_<_b?Dso=;CwcDj*?4ifAoVVRN#Tyuzin+(3@vLY<(?j_Dew5Wf zPd37?&DhBY9)un)c;@fTdJ+|k!b_GVjCiG#5!@b@~<*cfDO-=co0N*uZgz6ZC@`StYwtB^~)mopsp!PxMW?6P$jW7j! zuLXQ0?3T+km7#l)-Ct5pe~9angGVRXk9=BJS0Hm?i)?lk^N4M~_!u1J#43%HTroF2 ztPOWk5?ddQi}xc?A@xga081pY`rVNj%DRA<%}pd3J9d5t?$*#bh8D*-U_n5!FoD>Z z!Gwg;nFc1&!V#3&pD=~ghqofd6Y30ZF$p1^M5rJsb}7>YY%5HI4e@zwjN(l3%i<<@_EGQJ0!Hw^>=Ta{J$qBqB z`*iPkpk}P%NpIFMku;jU$RW6RP*_;mnhJ1x8BJmLNziAh0)VMYi*ogCP3-e&Qq{nFDpO z+}Dgz2JwvtN(bDJ4-Z~A#jn5jT)wdy`Lt%G{j>9O$Kh&~!?arwm&m6}pP+ujg|r%p zfhO#tp| z^BqG;0*tiQ8QdT6Xi#Kh4fwKfR4(m{;kSpWksM(P<@-NG-XalQ--I1OekXW0usqO6*FWsf#1+3$BlalKcsk+r9wOlvF=yM6)P$tc&u)yJHQ<|gUr^@X zXbCAy&qWq*#?ME+{L;i(#BieUT7e$u7()Ioyv-XZZuw^1xM@LaXV@Q)`8`FKmd!TZ@YLU%7fc+aeKb10-n5hbOJc`@Mu;aL zNxlLbdEVL1iSdQD@)Exi=*T1D(K$%=3RA05Iln`Mk~F#ZtTmP>IkQv67YMC_m2fR> zMsPzn3^?58GdjKy@&q(VD65F;Qlhf!N`(AChy>2JcRmK)>&WbaCvK41vJ)+-McT z=cm}mu0xePWrGVP**(A6*~s<~A7A~qHSFSBpSe@#*4)j7j+2~5R(eOugpB1{fQLom z_yvGS3kk6zB-MKRKh>M*-P3<>Wjm?qZr)@TClJS%=#Qb=-jFOfdnnA`u&WH~)crNt zB~SIT;|pKfmt&{l3o_av#ak`Dp-d$C^{?`6Vivj5l00CC)wiA!K@ zH6;w>?`wd9iSHA8t~CGHUcA(74k|}v81PgtEquzV?0n}dY*q!&8TonZJdYT)XM6?R z!561ccdkN~rtpp@?J3kmQ#XMbjI`}?yZ9MyfhPQmJE=`>8W^)KBARrK{ zYF{$bBcB=loF42gc5Ey>>JN3jbP&7;vH-Uy!%UFdu%qd%5pl0Y|&uer$g zC6)`~7XdpAEBZwkANhR8-{wJ;JCW+i*ey|_o&cyl-eEv)?h)=z{i>gBKEbrR6f zx3*wq!y(NU=^zaoh>Uy$11X*ZMuU6Ehwo~Y{=eehIx5O9`Wqck1OWkop+h={Mky&t zK|pHgZiDVd`O+XMNF&|dFw!XAdCqzE z-e>R6{_K7HtT&EXSwK-ybLi~lSG5c##R;JMUuC4o19YVlfgF5_OZ~|uYa{)~=CMHN zA3$+gqSIyo{{mG zkYSRTg+b{A=9EdQhNi70t8y779_G+n%^yWKsYmf^@|l~;QM%thB;DG{S7#WP3;0>` z?=s|@NFc*`zv7457SA^D2^S@7mxL3V^2&8Q2U^kw9p5%L=yHzpg-VR`z^OV>$iK(l4!QN)rof~j$CZsZ}3iNJcP{mO_;%EBBIxQ4vk8mRIRlR?# zYO_he{8Rfs$vSx8-HTU~)tC^%SQ5@TR3ns>6E=uNLM9u$Y8}*4ncsl!5yq!yW%{t> zC%_V+3fkRo_KXqxi_Ryw+o0CuO5$>_fezI+VfS4#Cz#9atu5e-~*6H*uzwL z*f+2bp`wvn+~jCx>rxZEyli$PG3?3MbLY(YzqlrFes7G|u4OYhZ8=UVRQh zsdFTapODvCyhQmuuVYX;?sjQFtPk4PWcr2zO|0LS=Vz> zy&P4yp%~Yfc9tjTY5M}y*m)J`-D1^~_E;v&?~@Joc0n`)f|~9Fc%W6Ub#^(s8@QG8 zc^TRxDxd`c+;Yhq);R#J2X&sMN&qXq;2a^`F$9qzH|GSHQ!zyVpi?&_laH4)i}LigyaGtgYcw`mOqOCw#t_T z^maf(b-#f;#R5$`pBJmA$}DzxzBI&{p(4xx7 z7f8&V`Q(PXQ_}-diNcSRO=zpzTl}e589{v=lT0zRR%mEURLt)Rq37q_$l_ajdgi|r z&&Xz61Ta!i{lVv0#>+3>?Tz+`;eXWdGR)m(V+LwdPBwQvZX6XygUy8W6Zd)e1 ziHDwVqXnR-iYDlPKOB$MRDmi!fKYqwJ2(|G_UD;kX#WRL&KQ4S8~0Z{P!Gz%9jx-Pyxr9i;2Wk!FX)NVcv&(e2_RG`!^G@>TNwl)w z^I3{UX{$^iC8QCx0eMup1F*h}E!I?*#^`B{52}C&?NVOvUp^_$4P=P?I!C!(g$D*~>d;u@UJLFupw*#F7lb4lE0yLcd4^~W-+^h&FR;75y1e`~us^<5 zQN!+S;|hQbXKVPs{xw+z$Hw14IX!N(r`kWR)ddWqPLMOzpZVYrKnMT005>DOqx4-) z-m$UA7W~bJ`@jhk-|PmsQ^9SM0-z&0YPW?I=#h2RN3@TxIL=2CoW`jFbx|1pTR$&+ z`75KbEu<768t2=fIWsIM7lws@9Ho8A(R1;$Ttp*fVqskrgs)eZ$2OntKo~=Arx6+= zy{tzTisBdut;|R_X@aUl#W=uOk1jZz^iFmeGDS5)Qp>~`PGrQc8>W;)81W2U3fS|3 zBcMO9qMl0TEm8HVrG-|IxdAYKat70OtkFfB<0Ox&bHkT`G@i<|F>kap6jy{$5*KIAkp z>RGziDC7xD1S%fny+|hnmDm%24Hgh=9vuR>v5R(}rE5T+3146tdw#%FG(xq zhz*6G48=}tJ!J$Ve8>bNzz}EhILX$EdtX!G%gsWGAg4!y9R)HApgs{rP-&;hyZ;iD z_I>^D-skPHs_$cK3O|`;02LL21-s}kxcO;(Rf7S1aBo2p80a$NLSWk?Iav#iG#=XU z5wF;8uIkRR)th*QCRwQ|mQr94_EMYf1T@iK(oNL=v2mLXlg-uJimb(~3~05MejyWN ze!k6%dKY-~Wn_RAc7y-w6X?gjqXaq;!oHmab)6-CN@D3#iF z>d;sxyfEhjYM>@Nj2hFw4!^5~aDHNC!+rJ{6;Of#tut^+k7<&&W?&G2nuh~HZF?Ns z!)+IlbQNncn!a`th*&O9KD&)$QaUORC-E^9_yp#P)qw7b!ej@X{*$}ko92No4k%3j zP#w^Q!T*~=mZp}Vwdqe^s_ilqS&F|80tkDrRMLa$&+_al_BSV+yQ)db&*Q*Tg4SX!fN{ag!% z`rdx?kxyVS@`4j0ISBBEBZ+%U!)eciN!-F%pEIIR2P!306zeC$T{E{Rp+YwS5{&l+ zDY>*daeFX-WEQR}vQ8h8?QtD)uC*;k`tUL7uHY$xBMc#vvY^=F|)n`PsufEby_RDxnm3&}h z$E`2d5uYM+7y;}C;6)zZkBh^q;p>~A8ws`27qF;2&%m7NI*V>$g~jGfg&Fe(FROFF zRk=DM?zJ6v!Ws@FI4WjFo^zH|Z(5$rbcXqm*m+I`12!fQNenAmOQ=oLsN>;3boGO; z8LM}wH0*yReRG}jtPHgWWgG6ox(DvijiUej0)miUQI@4&*F>bG;kj&PR|%PRe5k6z zWD)wZT3K?Jo)4TR?XvfCZ;{S5JLy_L6=5iU4wF*Sylu7ihZ21&0>m8q5eQP#nemF7 z$G`GIXj)4Kz+FNCQdp|V?Sf>UzY40GCjrFBf3S5L{?ERX6B930-`yiS_04Oi? z#teDag`+2Ydmk8cdit`S#G}B!M1fP?`l}Y)+1OII>>G}aoId_478^ySUn4S*z;1N_ zY3nAXuhFrAlK>xyf!*h1SH6?2uc8you zwgH!jPP$y6tkPfW z1GWi7_XxT0oCQ#vX`@I_fHXwC;`s9HPq~Qw7AD6k<@s<1l~T&Wh(T#9G5y5zb8fX( zpX*<<{zJfFf>i&f!0`Ya^64{?VRSqGw-&r$0%{*nX2USdH$y>tkr3;tLu_rD-!pCW z1o{>&iK&E-y)38F<>Wlp?{pbRayxi%a@3z?lAQM7rf)uuI?2&tBJ3`36 z(Gu2Wi(|~Y3Xu%K6``m7T#Wj*O)gnogKBy^!X@Zc_HijhcV*RyAJI*bGKEP$#t>>M zycqO3Gq-$mX#9&CQLnzMPOCMbtW`?I}IykpUzaW^bUk)R@p< zr>L}>xGJ~T?z}zGdFk(P?RlBW7gu-PeqOtqy8E>CWSDn%e!**h?Xy)Ee zYBMe6+^;ql*3zUwFY$E>NDB79Y9X1zVck_Vrr*EWra_O1wDdHCh4RU`U$>)UGKiLk%(S~qK$ zpe{fzSMVtSx8)c-MLQ2X(!R0(5>hcs(Ms7wXZ`F`tszTf=2m0+sJbsQuDnC~v|H+- zt+c>|cVXW42Ob>3Y)6&L9(zOz?;CbMN*T&KS&{Z|*HcfB(>$S{_*Cq`2mP3?h*}u4 z&M0rDJ8V%Kdf&hP7r5V1B4cvEEThpDvSFLqi$R?KO2tQLvWmA{J>hKkw|L{{4r4wD zgf&v3q_kBkZo9c1iTUQ;+JTN6PVwu4VP`aA0^0?S8E-O$()WY1RYFSGc;d4)o#Xm< zz^SextimjQ+b1x@@m9-R{8l%@5T&ya(711yl}P%b37W>|r;`I@ec~_6EuQ;$?1wWM zny#oQYMeghw5@NjxgZF@2M1lXZ|`SIoWCyV&5_5hLu~|*2>^gdR-f&nyD}MId?LVM z)bM1e#Pa+wiF}&23!8Y16`@Qu!$o~;9 zn%Gr}E#^pUL9(ed{XTK~8C5$+^{d|=?#&zuc5`&Fu{@G$-Bx2yavmTnQI?y@P~3IK zyg**X*kAsZU*>MbxM!Q9?u2#G9R;toRAkmYSey08?8rJ)xMF*Q=d!oE`}$29SXN@- zCQAlI_I?R#3vs%ecqv3Bdwlv8hc4-4l(c0lJ1>5&zsQ59O=9uH!D;g2*_0 z)_d;R*5#h=&++#SCfK}rdYI7rPRa-hwJUlr+GJ&jAwXhUgnYTNKeqtD7)VyA0#1P7 zptT4K-bsX(0`!ApS4ZugU&z$a!WFw`$d#zN>9}{bZ%Zrq6o#_cvFixC(m$%S5&EPp z!dUHQ+6&HLcAH@17#mp@n{2u{Ri?!VC`7TLPeyI~#wW(bk9m03WDGcXWVU-+`TRP+GK5%bpU_!>_=nzG z*?Z6=+xyz3)}Z8|Ekw_*^ld5NBej#1TxTDN+pzN7ZbI)E_L%p^w=XRl6r~&-(5-2crRz4RP;D^b@Bd4fv?KCb zvGJ%sb`;_AJMoA2^qY>4xDXA8qhJ<72_)i-u`NWh3kXPIox*Ik=F9x}C)2-yu(^^c z{RPaIQRafV`E4M%t9O2EST7m-pI;R9iOwTWDq0PlxHY}WiSG(jU;moha9_SSm`0zs zRc$014zpJb$AoC%s0PQFtB8&9pw#2@c6*3pQ*rHK5}+-^&CjFAVw0_96Gm(7WM??E z8m`{j7knpJ&(o;5OS{Z2*zB9{-H5IDvZOQJM8&5DGX(9+lyY)Pj|?nJ7rfRfJ+s%E zFOjBZvO16Fy&(l_y>q{hHDXk)jjN-om}?h~x!-lD=X8l0jmcLn1X=tc< zs$~mNE7}3sSs)*ZsDa>ey_&K~e`cm%d1k5`w&}zx!$t`Ow?!hApHIBP&Qo5Y=VZIA z>&Ja%c1f&B$F^6yuI5QuSHSoHQk?Ii--Tm+^_3rY+AhGvhJxHO^`Y&`W3VapnNP|G z{ugmq%igffZ8UxU@U4aCTHHk$K8s4Fp0K;4=i0=nUtG&}S;r~u)CO4G{Q8PA`HW9< z?ZnW+m+H&aOAqAc7>V#j`%|5c#l)S~j|y(i5G7)K6SY{7faX+gvFvZ~U&ca8xmx-I zlUG}0vMA{No=jX8G7P&W7q}fenEmruR`zt}?tf^k8msC>9Q~5GYT9}zmiT$?qvCS- znDoN#R1&&pJ8HvEJE+;0?_MAwke;Ff8e%*0Rr?IZ!d#8>j>S`lOXu{zG(SVI=wS=J zN3HwDY;)336&ea<oFHIBHtdlYCTcYF zY2DT84+cgM?OpI**gG@NHFei0Zz*Ev!|1Bcn1$1giauH@m2U79jQOB#HATa5zlLDx zD7Fpv)S%!S_Be~JvbI4>vs(EuZHh$OKFF9=&voYOrL;2}A+4=feZKfC+A1%mDv`pG z0E{&0HOVd!$K|N-$bc5%#4m;d6K-h+&3u-b96E4O?LjDy1jPgzwIcJ#_BDR|TvzUy zCLs=G-{dJ7zESnpG`JE&nsLzn=o8lQL4rRv0?6MukXp4**tGDqWfI0GznBI+lJ(YQ zw1`Uq!w(b&0T1!1`&(#s0=xPLXtxge1bgdy0x(aLY)Ur3&8rl-PHcEL#@^rm)9Xs) zqa~9%6|>+=ABOL;`n~a`m66i0{LX@=vOfVU+zGtpS7=Jvub=n4-i6=3hm zWu9yH9kTbm;4*y!Nzg8=bMZjLu2o5|H~d-1!-1gF-j%Z?%)zm?7Z+Y>|8`LXRehO+ zQwWlACcT4A5i5x6k%GO48`X4)tn4qUT{pWMf z-uuFDD#>M%^dxVkUt1%yckb3UdlX|!82LX#ig^_Aj;rQk#ux4D#y!VpokCZ;Bynw4 zcE;B7dZDq|9wKOAggC>LQY1Ekp@!|oskX?TJf9p_)cWp}sGY}Vu)<{aA~cG{ymY_y zB=c$pM}I*9p@xv&%YuZlAwJbG~^TiF0c5n7N=t z`Zv>daLsU-{Ln^nnqe$O3^enAS)0)=Du1pZ{CP{8RQ#&CF<6RRWCJB_tv{i@SR2AK1h8G z1!h%QrC{;BZJ&W}_LewSnVomBD#w`OvqIS5i{O|wI7UDoFll52TOtV-amNKL*X*X6-D8 zC4b(Gq#uE-sc#2C9=Z*njQgeP3&r|d3pPXuNFw7uy(OH&cecV zmC(y#NF@Q-i>sXWRu6mg;(}FxujXpl7f;$2;)xL-`Dbp;eh*3-glI=xA4>S`E|ZMZ z0BNXj+e7GZ6=Jh!*hVJc6y0DITG^#i3Gx~E)~WWsxTBsK&u^GhfPV~Md_a4yg=Rtx z-Z;u^oooKO+>&=*EK&oy=FBFRD>hGh>A231xEMdR_Kx76N1prpUy+ilUd~4|NSxVj zUh8LGMH4J5?u{q`(&VhV*7F1TEW&|o+rz0TpeF;0RYE(B&*_xnGRhtZUJv{rB zr0Re-;Jy2(ZPYsL<+QGtm;y%yH(#$`);l{XEhq7p`OVK?)R~??dN1sF;7V3H4H!Dv zQNynhf1^jm9!X68pkPWAK6r3_7+Wa0g$6f%D4dhis_eSINCQ7uyT{(PX3_U&mlJJW zIv1nXkmtJ{nAm`V5|-oPm}EV#Hu39pp>MRDE^8g+!g@wtICUpysRx8*l}&f9;G(BD z`|>yIKY>YO?eRo}qcJ)#|~tKJ(EP_z%z zY^*Q*EnQaJSv2^ZE;JkhvAItV%i8Vi&^TY}k~I6RspG%w!&pwi>7q(C#g9??H3<)C z?DyEyNQ>*Es5e)^Db2_+$p&Wj<7V!}Wn2E-E3D>qU6_WQ$Z&AYlbay~Y3AA2Fno^2 ztFX9Ew){v?c2f)lyHQpNX=+kA=6hlMru=dgS=!#vGVEqiW4e0MwP9kRk6~jg;qxn> zw0+!k!BD=8=dS z#Krt9!YdEXIUP=F-4i_2@#|^i*}(-R>Fjd9-*DX!GU0H$gfrmA~M^rjt`LdBn@K8Kv0qJ6c8Y$(6FYvg7$rUYoKe9lE8?FzmA)RDU@l??Uz=5$H%m#d&a}k{`Uvo^IGP^C!@p}x#D@1 zie){jD!hpEPNL@M;@`ptpgf>XI@dBvA!9=*nt=Xn*h7parmr2Tx}p$N@+;gy_=#ZR zJ;{Uc|61EZFs!C$i?`MCwp4?kPbWrJg_osMzABkjecH~l>leHQ1U$jU7DO?9079_+ zt9f?uk#G7a=f|RIVlF=uyxg_6e(Bo=Xlw3A8QcqUm_uZ0?Uu zKh+-7EcwOOAMTa6QjUq1h`%tC(J$c_`~0A6eqPrp^sLT0x(#t%O|Xh{eU_RoF?zhv zc8#w|^LTcfRJi)YbG?7lSmZbys0Ql-8lc#Cdt}4R3sgL<$b%-i4~fO@Zf=91epB zxY7%;z`C@MjidZx49}!LV=s_ME6tlzwKQyrdHpm|&=}-7Jj$+Jz3BD#Kqb!j)ftZ_ zo7cjv!P2PPQpo6$U|H)()k8fc$C897qKczy3GIa|a12A3wth2dE~|)LVqe&_d*!i6 zXzaL!VD$fChns2L{3xP-GNaw)nM7b#(YRlXDEj7C2>Pkb>o2(d@#t7fO;XoLsVy0e zRXBZ`rmZ0Bk|!@H;fM{`l9EaUwz?()6a)BFeJNycrjeLgu4IeS*@=~_xrXo38xg5f z4P(nsXs@?{r!qwOQG3*wu=C}zAyDi34 zWV4f=y`g@S#6BKMDz{{Tk>2C-kaUEP1(bNzqQxd*XsWZ19*Lxn5aTgFVj{}gq&(=@N4X@H}l+F*33zr*rR^ig2_QRKR zr=s_7=6!zmCS4!zuG%mCotlA3qw$)4uBKXG0W;W05ZPb45M7_I_&6Mxq4;)2wNp zVb#0yw3{LStJtAcqK`d&{zv1BnOA$cX5?FtE0o2_q35B(N~O_-VAdg9+%~Hz%bxn&*@&wF`VMl5Um0r zgZ@QmiN3$KleVux@Rhiprm@ihFJ1SYqN=G&RezT)T8Z>CRm9ae?H)80c_VfnmcHvA z;eWt-^aFr45M{Jj?Zu)#oep380=cy`k8P12LS!hsp`zOo-(_oQ@b>+#Waga4c3 zU6}L|?4^76EOl+)!?R(Wa->#qvq$$ zgQH;xzm2x;oPxP(P%nF)a-f^2D~&~W`IX;x*Qt8F7_m`zE${#7ll6T%zXN=!i9ewP zF`x+o*kKCVPAk6>B3;R1g;>Pj+@6>WQKpS08D!T*g%5W--h2Wm+oGb3lqLeiPo<9m zrXyikX|Ubh;V0*qv|g~TTfNOw^__>yY4+T9sjW&2ICj@H5*LeM_$XhG$`&}4C1R|o z$L+W7{e$*}%s6mOrof8@U{r{2ygCBVc5)B{-sN9}rb}G?>K5C6SG3O-yJc_$5W@@7O%O;V-9*s6(-Sw6ZK~SxclZMnN2OqM zvlgW6Wz_Z_cP(6eZU1t^R4Vd#>;?CA#lm+2@SOlD89mo0RCq6FgW}Lvh?(@{*58Qv z>@+3rU=}I|kFIp;ex;NV_P+eukILNuME?$bS+hnHcXsZp1#eyq?7G)YwkGk)!v%+f z$=JqeClBc5u2h1J_xr*$RvKtLpKm`ziKe7D(2L0KZJTJNPY#V5am4d>WM>_A7t=YjLo*mMAnQ@-?JV$xH8 zts+*NDmn&FD})vpt%KTA2n0$uQLQNVYQ;t%j+S-lb0vLvu%2=-C}T?@lm>#IDU__| zQqvks^bqLwI^TncTg$JufY*dM}lTTEEg-m zqiJFS3d(h0stHx_Z^N|LDJSo`|9~j!@*gB*E%Ca(K>$iD6jKh;p%R|SQmR!k3YjVM$2h82I*xUkL3xU^${^zIqF=B%A`nV1BgNTt6 z66D1Yf(6uUgNNnNwEf=Ux;Spb_^u3Z;P|UCoW4q8UJmi`(V{es`qJSy~!3Azn)1)U{Aa1U0 zb!3}$M#&PS5HB{#_cyso&r^USai@DRDb(@Zd!20u_Cn^zl= z7S7MJF~FYJ4zrV31*eM%fJ$A|-_&S_C!~V`fS%AG1dbrn)uXugPX-}Vm|A*;+6@iy z|AYgQMH)*|EPK1=z}`orS|g(_o!cgRsGpKh)FspvUI7$9qo`0N$>2s)2foXHc(dBwkV{t=+ZCzepqne|_xe7|1$1!5*(KZmkf=#S#E~4+#C`tiA8HKC3+TC(_uBy4t) z^M}dR_4OyED?g5@lnUVY75IJt%8clT!{cBHeRyBLjV^qObJmboq4Iby8b zu*JxGS8%d#Lj6$w3p-D!mI;-8$nfg!2gk$R4?pBh@Jh1YS}6lY*zNTJ#p1ucI8hAg z+Y9&;|CZ(ppNw8|q$tO9AoB0!RG!rCs7#sk`F8T6k2`{B*z&_1K zv>SChwI?Xf8|tdW{l6Le|MD?sU~U31{_D!#dIrHYheD#)ux8NbqO<~%*48m~FkB~Z z-|oM!L4?OpUHwqk|LKAM{p$buy}|UmP{&C%IE$VuCKh;Sd_4Pu9zvI?fB3_2_E?M? zxis!%sU29(^ysi6=*&+SoptyJd*J~3UFGy}rsc3i9}xl`kC$0j0(kYk(vn)Z6ayBg=+OI#0FWRj0dZ)a4PL2n>GE%WR)d!Qc)#;;R2|L~Osvu=jp!9ksaAQWu?midL56 z{WD>>RIj2qMU)PDe-D`bD7ws0iU@RQr{QukP;$U|;0L>cz($0pz`G*SptzQkZAU}p zT#P%KBgmaT3vO8A?$9gyV~D8Z+IRdPg1F?*%YzP;zHrxKcXCJB>W_#&eq`bRoias3 zZ*S75TK5}5#NJ_iM~b19)*A-pAj%9*ssRuCqC6t3)+AtcAiZ8(i>tWCoo?cV*jZT1 z$b4_88+#4*AU7J~7rUD9P8hd+fQ18;%s3#x0<7h^O6mG!U_eI%`fh>astlcqpR&c) zJRRckY>$Ec7f8>|#w1tdkg;Z;u{|+q>S|r{5uG0_OaQ#{B!i-F?2jgbadlXpwuIwb39U*#QUJt0~3q5DV6GiT2gG2xL!7`UOqX&k#3DZK)NeN6$;q6)j;F zh)y&#jgl`r<$*jJ1!e)l}>!*Vm>)mz<2ObMsE{)0ZipK^R(pa;uT}9gaIf7Jp zU5GBz`&nXO;Ci4?<|u_S)+TT%I>$kSg(L@2ln3b5?Z~=%YIf z@S+heRXfu9(fqd8-kYj#h4heh6iE9yx{P0L8&8#dWP4EdswgEEpB~hy8tP;P|bdvx&F1;|5(u z>3@$`>OqGkKI$3Gu2Y4Ley<{;XhIs+&nC8#xF!^h{OcP1UhebD%kV{zo7s5!@sFBy z4|`|=ZHycP@D=8nFWPCvZ(g~sR|a)xne?E`Q2y^>UwhJF(I~!x)z(--?+zQ0YUE)Y ztqxfUQO#V|(XCA@)e{ZHuuTQg>uXExb9}0$FWtw<_Bk$Ifd_g4(SEHPU?YYSqO0nl ztOywQ-Ic$hM>wy4Sq`ydNeqMPQv7713X=rh%2kbOTJqdZq6YG}r&>PAoGNThQeQ?9 z*u^^N?Q@EhORgt`YR2OM_AbyV3p8|~Krq)ExgZwU$Cox-j!w*xUC*|!EziV8^A;Iv#6JT~D zYh8M}13I+SN-#nn1078AWYN9`ItXm;`Siz#i`n4%s*7E>7B81fPG-B%n6y66*mf~)NV=#bEuJeT9!JDOPBaTJ zV5w1n4dLxe`0d4jiCVFm?XVbpIkOTmGMM$&eD;L_>8NI{;iG4j>p_}AANOk}W->0A z+^Y<&UrYGlCzu&On#&qiG_$+^{xtEb8a|FL(?w>0@t8|eAg&15SxV^ArX(rQwY1*C z`}50qDG09e!t93%pT(8Ao}DOXw!&JPXe#_hiGSwOzc|;*a=%|FA-i$Sj5`s84c@?i zI0U;W``Tm-1AEo-FIlPS0>?^6F3b;Q9rhvlZid535A(|;znY#bD$+aebk4&K#G1Gy z_}<=scs@av7%s2@4_spU!2vea^UV5JNswxC0}Mff02`LuIoo+MV4lfwV;74@37=;d z^4f>IZ$g;?<<#u8qAdgxAw?-fCx$3smE zlY>MM1eJGrsMEqBB@h^Vv*DRWBiG(pHZghS%SwgbwW`+PjJfTkg*qxP7Wb!Ac=u~~ zEc25BHa!moBbgv;kq82^?}7xqMOc;CV@|zb=Wb#}Rkoq70L$Bk)we(Wf9o9o|2G;% z4v~h{tBg(A`k$T|<Am7`1C=-^4G>;PF5ddB0^ysUv6>v><{W>wVhPLo)leT7xm|XfPYPJzl-B8ae1>yU zK)ZlQKD}+8l@%EN)!iC}ZB%01o?`z%^RVvIJ8}7$n;FNYeh|I+02KbnRy0Nf5x>C#OflqZ{X7aNH{rm2E#v(v%>1wB%tC; zwXEWtf1RibbW9Q&UldJlvA+F&)S9)xdHLh4Hw?_65)0MK3Gzu)J9*+zab8L%DwZ>$>k1I+e7<>UnHr{_ zA;iY%4O;$u5xI5Z9{>oXi%x~{Dy)HuU0bZ@RSTi_={jr4J_Dfp_3q#t`+ez;wPvvl zo97l=2QQlJwzYe}&mpozD0zJz8SaK}&T46SD?=N7jH-`ys`g3GIwu5DdVB7Bz|SKw z?g@O>wE_jKJfj?_=eO=hoN=^l_19VnBC*zJkTJ;ZLzMA=hwx9_4GBg%>14rq`S4$@ zYOEgBtcEjbpqj%9KyFt}k4~ILoX|=3`V$@DeKzs&qgI8A)ovJEiir(~+Oa&SorFm0 zTiliV4GW=nQ<6Dmv5SevR(6A{?twp~gM1ADd=(g@u!*^1*wfV6q9+Fl5F0tzd*D1a zN&eedV~qabhlwr9OF;j zjzaDzQ7~-%?ckDzGKZXfjuvc5MQh+e>u&o&1^BF+-Kj=4x+lkSXtZNWOR1$O4pl57q&7J^tu!}~iG^9zEuXM#BIo(e7c`bcegd>qT zADGiyFb{#-UPX}bP=TulA2 zB+5kvdPHmdqeq>NsR{MIO?CZfcWGHjg23c^{{b33o*4xm^HM!dJjkhLRlG^+0;3OPFASM$R3qZ$aXTy-Xmp|%!sU#oveuL zO*X&lKHl%o_w)V!^E;3CTMy2CzwXz#Uf1<}KCkO_KiASwI!eJrfkL5O4F0KZ$di%p>^Y83)B14!Snx4o-MGGnA5+`dOvB zHuetoCU%y#4re9K3k%h+Y|)}nXHhB&SM;1;%?udcd)4DHza<)+MH?#ndEl9STfJqY z?&-H0RG|SR*~(UBuNFzZJwP2>kTgj=s!V$}rCUr%?#g|u6lJC%<+yuS46{}V4;su_ ztCuCkIew*{ibcmq1qa+DyBzEcJSaia5o^U+Fj^|JTe{;d+j%V3`L5Pci+E_6?@yf(ISBq5DG*VBr z<-F1hOden7tq9E?cyReZdU-dp1}KzX3%7w~msPPrj#*#H&@EmWSHdW^&kReLA)}R> zsMD4Bx7YF7K}C0TEyM5(2lib%$xu35QPH54D3{dQ~uM9dhUxX^(Un@gsE!Vc%yrMj(RSO zc`XlCxJ}L-A+{B&P&LHW&SZ$MDe&5Q?{&IHh4^O_8yf!D|AL(On`!`d|H&wBMz*}R zF6v=1&);H8(&zTOb24myT2QKfSRB3>m-nMKV+j}6zp*@iX6ONfpBdKWH5u{Jpjceq zAI}Khytg&|)ZC>fGyl`k6JZ9-Xp?k<9Q{}S4(3WK-D8-RgtoY)l|%m-W0!m?osw*z zaoGStaNF*G8XyfbIOHmyF!ao!s*~s62|+G?Y#EzPs;aLj!J?IardRiWO|X`5o`G7o zd~eD9So54NormFYtzJ{%mSBGI;bF#l61sZDqe#a?UxNjjy4xO*;DJn zP*v$!vx2vjc^bepempeBv1D{Pf^`#aNHXwmw|g9f>sI|qjCoG~=t;miC)&sVH96k?j71*ztOOr1k;kGF$%8eM|bPT~EVkG6fO zqn2=|^=EkV9+l;BVKrrTifBgShPKV8xDEwO?yL>%{d!96L$l;X*+iVZv*%lR1YSEYe<~BYr%xTkA9KHA<4;_{Ej7~0RH7M#(i9ejp6jw%U+K`?>rL2UbfG`% zu^cxPIs1O3?Z+u(#5B}l^g8zA-_D52sO|JzMyaIXV2mssBgj+EqS*veuXe>t?yPil zT97>8of>1(Lhe$2rc9ZoE#TksluS|zy2#s=tVM}@5q`E^?oy{$LWdpsp|cCfhWFN^ zu|%5{F(3HUsgPGrP26>yS5ti*GT+p~uaTtJS&_fV-c!J#FnZZ*p~}RD?zl)gF?HN{9N_22=@RBsq?jz}5_#@xK0y47g`v_Dd)&Cg# zev>E^r+n(Z5AqI2x9{(N*+$9uH4-g;qNiFl$?s`i#OyZ}|Ey@?*`u=ieUAn+xGVCI zkHE&q-g_70zPh&_M6Qvoqp=)54u-k+u4j6n%tc?cEy``XFu$*zP`TS zzki46WIuL0=gxv$d`cVs;@IA1CZas~595(w-ab zk;qI4n3F@EB>P+|&G*E5m*(JZ*HC%)&{kNy1<%sX-mUE&jm&G#`XC1zW7jFoHmZdXTMpo zAU&tWyGL=-Gs~hsFBo|$N)N1%Vpisq*HEEwv!>U)lDt}RNl8iP^n#(!>C>mD9BmD{ z?p-u_Wfi>>M7&|tSDCVoPVg0zM)nwY8$}hyT`Mh~szaMQAxVK~KQ)()jJ5ad+o%6{ zFe}tLJJWU|lajj0ZwRedZ8r9Wc+A%6X|6nT=EUi&UzxGDw-?T#VBu=r9|g_e;%3v+ zfiqv?s2@4a8CS9SFvP`3*-zqF#^prxERz!DzO^o~=PR{nl%L4UO#aK#?ntym5)IdZ z5M!6Y*A|m3Gjm!+`V9vfZuXn~d4E?o_&Pa7q6D=)eCbdVZca{RZaw!*@HzL>GTIJf>+tp4T zFfFCO_RLo?ik_wyqnrA;!av(P@Qpk&NytqVUOUJzS}SWZT?i|;o&1k|u1Qv zas~Z)ecgHC;6bH2vAC~btHT{`nKhyxk0CohNVxU+e3p3cZ2TqT);ks)3Q_dDIl`sU z0Xh9*r~eu2L9R+JbRYGFpUf&WmPrL*U=3U3ljIC1G<(p{g!gf!L6L%IMOq4nHB(l$ z8w@4VE-xLQoL+f|bH&o{PxIA&mHaqE4}!2yzATjjPWDLV_ofTPo$1}?u(ugi9^&1P zv`w6p2li1yE*keWUuRQxR0aPt#(U8M{{3z@WRYoB@5t;_%p*|D>973e?o8gFXTLwD zFO_p_pB3E^zSbe~^=FED2UTHrLGGfpe7#07jNf_2 zS}@&}nc8(8zwT{mZOvztpPaH5y5Cjy2hqBHnyakN%^iy+xKp^W7vMH z)pyz21FFL;iu-0gt8B0YGwhCM)xd*kR+sbFV8>>VOq z2MbPqe|M`6?}ry}`k>yS$9cWvepz67IMR6K-#hEa6tD@RJ_Px+-g{G7-GBf7U0+`Z zZ@9f(9_!5M#mvfjU81wT{%ZLYuT#iB&f;qK_waM1mUJf(Oz=8#{GjW{(L}Cm@n@b8 z%(9Au+44E8bB67`HV1y$<^3!@#j+JKKWe9$%-(fE?w$?u5#;9&3JHOq4Xk5Iu!q4} zd^NxDw`UT|uy0|Z#qVOU@Pv-vF06?nE7>{Ts@xKiMt3(}riP!Z#gLYerGF?9X4(1~ zID+5k0`Drd>Umy>AYX_$dT_0ucD$k4>`W{8>F(~%oq_B}?`(-lN6klN@(k267caQ| zX)n&LI=o0@X{KD|i&1Y+9l`i>So39(3lZXiayrEY7;UoTc%A%zwY7zfOMA|5&7O4h z&n!dsnd}wu@Z5JXy}7yqxMP7q%6!6A-8G?dgKC*y@L9QawlpV*S4{=?Twmc(BS!~j ztgLm2!ZWSXHJb5Z$1N2JZwmz*(|o$hz7yRFO6JQnpB%YVi`{2+i}QxfY+cDiZ)u+u z`Jvru%^3XHh1Cj(7|^@@p%?=xt@`UyhuPoP<3l#-ijBRN7Bi}*8fr{;PSs(}0M!ws zb9oaBH8m5-qY=A6k+V}f>s{#6Cs@l0Xvz7m0EyBoe9rZiFv{;KbDAHd zIYxXG!|^!|H6LpXv$9}mc$D!858o(-RJs@JU3Q_4H_b|4ez#$c4sO4IJVF+?LRw23 z!LRxGMwC)29pJnjPvbuZymLYb5!vv?x_-H%r_yckV_bS$3H>>vYPrmX6+wC^jO@pw ze%{couI%%O%a19H-$%{;q}VF1+G^h0miczllDJs-FjKUy0*-NMMpNY41@$k+Q`R}7 z%QCl4%1Q1n$FC3n^xEzjD-R)d+u6r+<97E^KL)Go?Lai&pD%%Z%}O{s*f1y^Qx7};1|)KI`5bxGpm-U{o^2&U>YZ{yE^HnpPEFJ6NY zDI#vRgvDxJ^Q^H1<`7Eca;yKXuY}l7jyFj=ijd{ynGX8fhT`f#HQ62e!nliE!>EA zY-0DqHC@g-Q$k-3P8FLh!~Ut)PNrM<6WZ8m;^ubwR}28E%qyA;evJv58lJ!Z{4rmu zr5axNYHt7Ffrf`+v{&H9hKu9d(ozYEIppc+&x@M@RE4Hy1l5AO7d~TPt0XF^0a&9B zSMSK}vhw7_1&aZ=qjD9yrkl5#dswZYL|A&SR#fRZA<`|05bw%uPc1P>9g{i{m$7S# zGi?mta?+!4UjO>_np79Xn~y(#{%l|7Zyh}b4`VpPRq;l(z!cjJo5L(RYOM_u5S>PM z4XDaS*!@1MkAyb^58RI36}whA@SxeY2`t&*N)?YGSec(i{A#Zf>vk<-XSI?+BMpVy zPpEfmXH{8*q4|vX- zch|IN^g0!6a^v_k!L=B8Uz;+k3kqlb`maJ}xXKo#*D>&)Je(LimxFDRe@&U8;tzYyK<| zcnx6A}u$rxq;a7i>7z{1r;^M4u8`U%xusYHw(^J*Pgst?upOhV=^h9Pb z>PF*Vd8IpJ>t8sDV^EebGCnS+Meu#X-X5Srdh^{&t|LjjthY;jnNfQitZ#O{co}}% z!~_gR(N_lAnwXg2@mDI31-q^6epp!PKNj4Q{;o2!o?UU(0bu@ zNBy`DvkB1RI+Nz*`8orxC)4S7N}Amju*1(?;-4Absnpxm$rcb9bw~DdqJxI3VU%fO zL2k#X{3Z%N|>kE^d0GLMgNu3*VlXXMn3DUzmry;FQENR4#BBHxK~Sv zw=ww>O;U74jRxNFV?f=%-e)trf{X&`YaFp$Lw{Bk? zdh*KijFgm=Uu3ag(_hVvGLB^0-d{KL#|K1HI6KQ^CsHBp98(&k{RMu4t88GwQJ(|L za2x@2t$VftkDe1&)?3~7Hil(9H!oMkb%)u}ey zqx@Wl-d}TZ&5^qOgd9IVKMmr?&t48&;vX}8Kh0=4sX|EPr(}P6np#`@T}I7iaN~mz z8@}k3*nMA){3S7_B+cgWIzDeA>YBvGIo}XB7#LYE6OU%{0~uQFbKen9AJ%Y)*N?31 z@+Qvl=`bL2m#4!pU8SFBQl0{n2{+{}@5|pAFitPluhg6S9Yb+ccl`=Z_2IGk^l^iw z2MUfqXJ_y0Ak;Q>F7=d^Cm{ja;%)rswG*IT0G?H)0P_S!$bTfGrYuc=c`T8P6+1JZ zI90>Up1_=7E@0J@q!(ISHYwnb5S@&^{{GIrhm+#G~xF$8ywJUD*TD8qFlXiTesk@snXqU-l?fEqvdLwJ6qFR*tGhZf) ziAq=Egq990TWF_RQ9+-9rmWv9S8<&rd_bGyMCk8fDNQyBPxhbG@JKDw9k0D-r1G+0 z?c#`of;&=!D2hjlGh7DqPx+;I&*E(MJFUUy=R`fD}yX6{T*sQvR|MbBsXxk zZr)oCqAVr?V;0xKn^e4}+K%#R6PF?bY@Hj0OF{Xc$a$vm*J2?+^lC4O>}w3ogtEM}B?W$D8sXWMJoAu?Is>-)B) zpg68v>_Y?l9X^2hK@WhROG+DUASVEZ4wvJS(ra4$SnX^l9%O%K)-0uROut#S|A~R_z|3*OR1BuK#Zvsf~gyI^S-6q!&fLPaDG+ zy2AJK_)_8q2do+V7*9CC({;&Xk#`lFmBODh^Q?&YbY))m=(Ja*4)=fka1JOG9s#o= zFKq(N0r}Q@{f-Z|DQh`FieK!woaB!I#<&YLUaiq<9uzA9kdkJ3lnz^|KfP!ii+hb0q3g~#$50w|nN8rV2QWnVEIAU{%SJq+ z<;tG$!EzRqbT(Y-!Wrgv*xWb-JlpEe`1t$x@6XtP{Q`L+M}wwwQA~{Nfv~jn8zcW) zBTn9+?5xELWqQbYmi_+W30fQqRi_lKf7M#;#kbwzv6};(PH!}?VPtZ|pA~u2{+Dib z=k>q3l{afmu1<6EkudYxWYF8fms$$pIir+cl)$QiTMg^xEl|VO@$Wy0bQD#S+ob&N zR-k$90k-x7CmxPsJr!?knrQ3hjc#8eTh;ZQIgg-l-XKhlD^o{APTJoFad+*hgXRLH0K@J(9 zl|6{Up2I6j3H_~$%E~<^z)Evr*O!6>i0!T}CID55OK1G!29*6nzWZz=zg3nGjppmE zk?WOzO+UI_QZ1?x1ZJw8Ky~t7qXpY*4oB!Q%q4tWe<15k`&}j9t-R6>)Ds91CKn1d z%NLKi7??TyrG9DiDBZ|oXDRQ&+OG#5R>{($4{d+fe0o9Iy7TuX+kHnj!Q#FXVTZGe z*b4b`x~yD0P5VIj@WUTEbTi%ZXUS}7x5!t69J)|VPV7yJD#y7%Y!R!ukRqSaa{{d= zja$QD?UR1T%rEZ45tpGOx1)iynqmow!Z|o*QS55g5wwp9l|koV?T?dVLd*)dwhznv zwHO~7*LIGB=UVle!&D@?n-p?~=G{CU!;8%pqw=LTItQ!Li4-8spiue|RQHYos6o_xw$pjqcg zWJ%#Bs9kB@@WFPSlx|d= z_&aFGmREC!0Q$t6(S|}FK8^NTL6yUrbKev?M9jLPoEiMnK9o4<JpS|=wOaKs(!VU( znv<81;MjX6KfmErcBU%1(8UXUKH{Rf;2c>j`FIO?*<>}tEA^N7b z&gDtRdE=^)jWG3e&^KSrJgVi;^}$9BYZMqsi-j3{938xWKdY@*rrbSe+Btl%wuY^p zDIB8`VTJ{&KTymW<*woWh!adbW6T zl8}^(Z7ueV;yfOI+_LWYITM}bJZ8zuWCN096vBiSUw+pNzjED- zHJnZ*TrQ86ti|nTf4|-t-?=89*T%-f)qV=Er=)1*?%lr+D0&rFnMl+XIn(?s6k(Im z(ODihkHT5(Er6v+Nvggt`;OlJ6MRm=l{)Y_(HsTT((d(LyjIv{)ff#>AMA69|4W6> za0<7mp>$NS*(n>1ZSXxe(oP7dtg^UXMdF_<Co? zlYuK$_wC`!r~wofvM3Pz?*v;d;*On(2O>Wj7pXB>K&KS0pAbtUr@$MnIx=S87Estv zbkCM&$SgsetS{hKx&xNp?4wM05S6BtL(BH{IjhEVg0sUbgHB~Wv=T8Xb33(vu*}VE ze(pP4(vPKU1(A9qRd#0203P!lkZKL@x)D4m)ghw)R)5=?Y-?w?+M?4YGGzfc&#mON zH5NZjBwsMH%6rL`dVfD;)x{^Lfw`W!&Kmq=?vo)SHJ$F2aQ>hJAZh}UbsxU&16kg9 zt43CT*UteI*i6yUtOeI3LV1|&?d)PmR?M9by7E6lYfwSNKv-ZAgzb^x@@2U&_8jE` zjC#nJhj;s1ezh*X!|KiLDd*`PbH=>UCp6xQ*=*{Gcem0~8m=ZQc>C^Mk`aX2L)4A2 z2??6v7L$G#A_hA?oXbb_sKgl^##GVR2lE~T#zt};r)IIs@Skpe<@x->xtiBHGtM1* zaO=iRt56HHwVtJK+7ge@#2Z;rNh8JE!`8+9hMp?jSrZcf)&g`JG*X`WwmbWN=J<^A+lbkn*ZA70YbnWm z1*C=KbCim*Adkh8v1&Fj-i)uqf?83nyF2SIA4f6&2k_~|=_bPnQ8BTMYcTE21P7VQ{&*|D@+1p-dtt4pOvu4b?cD&XXkRo@?&co=2$D$4YJRJrZ& zOo&m{Z;fI3R^yKKWiJO0G?YHb}PaY&PgcV;(+9I)?t>^S{|rq$n3?!5#?n zou6OM9jCbQCL|$bv+H1w!PD_q>$h;n225|ILG^>P8l6t*`qR+)tE4yG-?q^HDj0|wz{z5Ggsco^91_j6nZ(k&A+L#$ay zL9H0NBefQ?~xvZ5R-cbS5%28)5od2GQ3=2x>H>$sy5O$Wm-#hda(A} zZc_P&g{8bVErnCMCvyTFU7XM^pzpvo@R)JU>9V7;1{KL5C(DY*>2E3l@)AZl^sbMN zo%^Ss*}~Inl{@z;{Shsarcot7XDPRJZ^($yJ^$Cjxf9TF|Sp61_Xu z_jUz^nu;LporRRIAv!;RXa*Mu#E&ROB=e4zP2gj0a_#m;h6a9^f@d z5M7;`ZWNnj>3>l~twPTWZsi=~y*i_K4j-mZsOH%`C$Eimd(ANq3h^*RiI!z#Fz3nm z)}#44pX{ae(f-sRgHzMN(}xR}M^9AOo1NUos=2huUkk^ zVKIME0Hk0lS-Ij!*a*Mg=`i}HaTpZZ*nNCUCVdSNsv2HPUkt?X#dpTh@O+aSJ8qfe zp4rNDm$({gl@B1XZGK^B87@rBu4(mFV#pFf1Gj*{ekInkd=$dWDH;@-Il1J5!9|(*H_x2Ry~_vBSupo?dJ&zI*ZW1R_79 z+A`nBPhK9{duYUU#L~^}rk^To{$7t}$QVIl()M!+(PObpGT?>FI9h>#BnBaRnZ@f$ z=hc=p>rrgh&6`%>9+Teyv5Bz2JHT?7HuX7vsHk|YojrzqCAy|nW8&i_-qC_+w2EhI zb3qi^=W8A#FPz8=h1+{&f+yLVLIE@-}s=P=M&38-#K?Ut1$pL#Z;C7E{tHbM`ssYw%byDNOjB@Un960RMvGI zx;ExmUb(c$*E)@-f9;nwJ;R!fQ6tw*h!y|v5Iv}z+vi4Wh4=aH{H)#9>5OVxLn%ar z@<$j&SCM^fRsJ={hn=@TT)4{t38_0*p`p!yU&Or>@Jp_iANY^W{D8hnck?(4qo3kD znkER$c(~V*+XHOPbN1#C!ykNmazNaZ3p^4LYUFJ&8(-6Hqwf0d)h`Ukf&%-Nb3ad? zcz_{J^bmwQUQauJ?8vZ!faYq}bMJ}lLa&BU=OA)6fzg?@-M+mz_lWmio2|oZ8(Vve z{*6^aN2Jg?`R_|gOby0VsFU%R+DU;1k zg-%lWVg>3thxco9CoJ&_P?cgaw3U)ywK^y0*CDw+a=q%7&z}GLpqy=pvtEfiK2AnzQ`lF{$ZNXe+ot@cE#8 z5cva11$6n}JRA4imi_zCDAH_p(E@pM0YINks8%^Tn`7)c$AfOS zkz>|)Xi$yeQSyi=i{$yRrZv=ip}py6^`QJJ4>6u|CWm}Q6cQDK0A?vaxo4RN3sU0!1VA!-@~-avHpuG&Af2ZDJ}^&*Xx$~@z`?SV~R|6KDiN6 z5H?-7D&}^kuainY0{$H_@WxmRM#RrCFSJ6--m1fV?U}4ExZMv%Tis%JQgQOu7dttr z9OVA8Oc`ffq8NzMy;N0M^Z4lV;NLFYVMNM>Im8=4@%z)%km3v8-40>h5;V>p{lU*@e$>k# z(ulyR!xVk^EQnXMKbJ41e12F|Pdb{ZjqW+SLkhyI&RS>x z;Pum#+3w9?-Oas&CpZACa(2%7Woz1FLXI?~_Z5~sIW>$Ro!_(=w&mjSUo^s-|FgA3 zr@nCO30$kE|5e>C-a@?GMvaf zM|^r>^oetK>QY0#hmYYH!wweenRSCcLe+90z>ime_PT7(aG>#yoved?%%J@7AC8%) ztQsluF#-YE^!%h?>L0m%j|4Gi5x$!nmRc8>_FfMko^zeJN)%80EH})# z>INo+4mAbW%SS%7i06duql zrR5|(pU&v&l}Y_VlZnbM($aG6iW zQMLceyhoKs@*It$7!2w2Bdc_swrC4)x~#SDZ6@o$KF&jT0+lHhQ$HR%2n^K-@qU$W zVriOxxMi*#tPgY}e-1Zh^)LN%n>kgjRpOHzFRE;Q82fZc2?l?>ekU_DGj)8Y;X$t@1oRb!3W<)3OF@d}ZXW{C0mCDu;W?JOsVKwrr{_qliqU*Dw8sTe&^smPaK)iGUEulpyJXcXDOJxB} z8W7MeEGS19D@e(K5C#D3nSUMDwe@zYo?1P=&PKukKwR$mbgz4{M;}w9EZY81?{MN8G;qLU@sRJtf?q&EC$$ zt8@-h;52d-CWv^s<0-RBEVK={nx+Q>$uOV#l%~Ir>zf-F<;X>EtI^p;U21916A%s0 z04!B|n!KEOs0l;mA>Ukp%Ol|CcHeLi3%_XtJTvgA(pMPonYk3n zg^Ho;;~6y{(qq`7)1rif0yc@o_SdcA}d4ekJo{mOK!~+Lc#AK8LNBfZ$@uBq%QWhf=_7&&9TLEpEDfw z*}QcU7cruq0{+K7CGf^~-B9U1_H}E%D&hD0gLPaHLly}h7m?ar@0K=826>A;OydiG z0Cbb_WU`>zrO6AnQD{Vlk6zm_*Z-u~e>I7o#=GSd6bC+RpUxhEDA9J0p&nR0gdh-U zBqpThf1|iX*zz1QWxp)fd|J?sj9rRv`iYLv=VEnVAlYj>w!ZO++ViaOcMv3HeII7v zsrJ>9H#LZ!Ix96Km**WvGbwfGDp_HXPNGgmzkHheYbm$CFvyc~+rP+Uod3jFEJ+{J z61T!^Lj|}R$WOAIfXDoZc@0Cf0@yaBW2Tzqs%)(s-wj5`&&;q64wg-Cs9WrXx=}yY zmQ9U1AX+(4sF3qkhn33y$3OJhkb3?^-ouH{5^F|SB-&>6;3aeDG>ysqMe*(U5uN3bkoRV z{ZE{YG!$V+T9e2<6B}~ZeG!u)O^Naj*snvQwNOlJ=T?g5ganinD{QDtHbLJ(`P%?; zIrZC52pm8Ebb8fwZEhg2D9=h}`xm;Y7}I3>kkC|kSK<&V@y>)u(5L(kt?_4RriDr4 z4}ht4DGuM2OI@QuI`Ta7qXM5gsYPsh(~MmBUg?`lG-jm)nkTm@Q?BkBS9+3VTE>oI zp@^6CwV%+$Yd;d6s6odG?5nX~5B}3c<_9ikVU3)w04A!mf{TI{t?{rTxihk~)O!)T z`MXp3OVX!8PyYett;OlURDZJHGE*071eW*}ZT@Xzagq}^<+u=Wu(TtG!+IIcY|QnS zrZg3Mw{cuP%Jc02B(h-~SEviOFCBF}*!*EzB%O=;fx7|d$7n4V1zfFpta)^>OzV?i z4r}|QT{R=~n=Y(m3?(DmGVD;%u0dTmAwtDtnvo=*I>Il8$j-#u78RMOY#8dRd3ilp zE5!L4e?Cc6MJWDQniErerE?U9k4mZ~fJvLPv5-T;kZ<@LiXvEHX=>7K3Vq$oCx?vna&lSn%so6Do*wWim$ToRJpS7>?KS-%(L z{>naIi`j0<4bOdXZSPv)7LuPkOXvC3@1WFT{pI9jlfwSaL_YLq0AQB0S2NJwGo4nV zUoJy^t88JBUa9W$6A_vE+C&Ab%9K}JK$Te8$Z&X*VO<$PqB1)R7Rdq7$_fwe^-k>% zbfjm-@YJ2x7|QCrMa?|Ks{aaFWpf+FZ+F9)TSUHkR^=~U?kh1nPjB8z^z`0V zx}pX`nUXm*b=YtdPZ(O+Vlwxf$f3}(d+Y*Ex5hlH^Jf~QM6y-Gw~h37;$RRcmCxS_ zBb&ytHKHmNaHziGEu zFvOQ2`AO8FW%Yc>3JG7Nloc}5NgKP%B|=q;34&o&P2T0Y_r7oHjKpKLy+}F4#84#R z)a^`%Jtw0qRtfH207=Zux?zSSDP@yPb<)y$^fwG|F)-s|(k&TCS7D2zP=4t@OQVe+ zaF)+W>6sKBs>7lJc>7LMD}I>XpsHQCbt9*1)VhG!HuiK}%vUJ106BwWDAmpO`q21* z*XGL*=~6)-=OxOFgsoXYiArB*O4%!^td^6j2JzUa)C|2m1HM%gwQ1dxja8H=ov^MK{-2oBZU!|WWA|nNeT_`)JQbJaomceU za*bT=?PQjR_3RG2BY9&~lS$QX+Grf4^#wN0m4c$4d%nA{uZoxjePS|5j~eA$#^O{k za!8h6_8-_)KK(Z6X^{ibB_^4F%(x5C30BH`>3Ii4;2}+)DAw{HvdK1yF#>ABQTJ#avxxZt1n*rkKAAS0+ zxft1~Q|^=O0+z&dnz}Rs6F!adqZA1n{CU6H=1DpVb~#@JC_**G z^H{4%MI*YxlFnygRzgQuWU-xapzhq3^o$hMpY=!01rRXUTbm|A85&*-F!^24`+0QXJeHMYIh+q`&h4M|iBB0J zQY6$>t#Z(PiIu^I39R`MX1DYOz8&yB9;TlPLcHzr?S?z7R!`s&-r5lyE$x#@U2r0U zyVFzx64@z(o*&!`YiR{gX`%Y5oIY;>uklya@GbEpLpm0W;j5F&KAzhc@Y9YQH5QJC zOEA|8K{h^u)oH*$YWwgI;Tb80;sx|jr@7IymU|S9mLw4YVr}@+L_GtM!`2aF`ZL)q|VN^ zi>7m3KjjlMghK#6Z||24 z&5wI9!(EBbo{U=@zT7+8B(Cm@Rrk{Df#4Y*Mh`(F^gB}d@_CeYJGNfrT5|#Ed5C83 zwB8(DP9uV)L{|;hq(2rLVfMvPXAtzYMH(Q%C|1R}gweIKmsnrGw+w)v)CC@{)z2#c z?&-M!36=m;+dq#mzY;tH$tSR^_$oj$>6WDLZ=Az|WA|1K=&_qv07uC&Wcu0V(HYfX zh`#qee7wQca=`nCRm{beM*NK|4&6FSNr!Q)AD$e&V%#CvWoN20=UcNUcCFyzMW<)< z%s*hEZ#RTHoZ(f#c^-JeD^`VHfD)ID5o2iy$jf+e{3ph_NVg~mplreG1UrF4_0z|B zaw?i-jAH@W3kK;_72NMDkk>NK?0GHm1TA%LdB#Yc2xRC8lC3A?GSQ2+&Kv!o$8M@j z|LWK7fx@A+mMVi&8`n|ZZwq46q8`L^&P(whkV>0c+nW2XO0Rh&|3c2MM#Bly*mNBC z@3*u)$O3-SnKa5xMFfC5hEZ6v3}Vnb;PDJaV+7V7VDgr#)>cn$Ol`-=lP9hzp4p2; z%5v#dEgg+NCvny&;5c357I_!=jaxUZOk=GY(Tlya)Tk)1<}qb`fEZLML-T7}9#Q4W zJ4(P~cSx{ddaop#+e{|bf)+zr6tk+HLk#d@S7Ig*;Vth>CzXelJW`pK$!7~uHU2P4 z$n=C|DOp;Mtj@v-CRWHs6+N-9FlZ&r_-(0FR%!M2(Vh#@`waw<+^FqD{MbWu zot;4JQIfOIbImPz<}wwjT_wv#)jK+M^G19`vuI^q9v%DWV(zkUS>eFJB5dpc29L%C zJu8ZZT-X6`9|+1Tl6Cp9JRh1=Brh$Md)Fp0^TZkXUDOIMf1Zn+;BPRjIrkadE#M>A zO3K{Jym_}t95pvzt+LTtxe(&O@^E?G$Pa@1Y|JI!kmP>6F_H9VmXH1}(#cw85`7m( zGsfWzUO;&cPL2O+ZcB)EdmL_ZDB74h@qQoNN>0YY-EzdOVvt4ymd%^F&5@z+rw*uo z8E&>>qs#sG$Wc5^TQU6VK`MYz2cldqet#ziYSdLO+)`9uCqQ57_*eUt8_2IuMKk zaaY!iIX}O@%5&^L2>+yD44{;;Z=an(EQE40sjCX0)wPUBg34tVpQdj#`>0RK5F$#& z-5hfE>H{nCx22&XU$zan19&ar7RV)J-#aY{#Yz8`WdiX|;{E0dm@wshRfSR#Jt~!b zrydj+tKwL9!>;a&KobI*SB$IHA-q6s|0zcEBl)sZog153%Z{tEZ$YWjNubl;ceIS= zjafIKdLn);2?&dsQQFwcNuMlp-g|6+#7-O8Y4%WfN;f(oyI0{KHj^UWJi9M*k-TJR zx~jO8n+ZcZKQ#4-dJgiR`_&hptABpPQnI#Im&n%6H7;wqsOi>p3BshDv;nF^>da(=6rrs<0h%}X1{or{p2 zK`Eb)P*$_4JSq2MKY)GLg^kT$^`@PC$4OAbW?jw`$CCO*6*eyj{}pDn^AT2TzI#V6)K_I}<^Jj+ z0V0=+jAS|}=tDjsqCgMfZAuP`qc#C)gjs+~Y~osVf_zj?;I|QRx$`JxMT0Pc=UM`* zla`rGY84|U(4(Q#rt`sjcBy>IyVQDpn>&;H-Fm)nEQ%W6?yPiS8Yz#OwI(vhjgc2} zDD~j0k=!?wU_lw0mpv%NUAhOWxtnYyx2yGqqJ1kpe|0-*)&EQ>6gMDdbi6`*8rGfG;^+$&^U^J{GkQJvXn#7$ zpA#3PPg$*iWof%piL2`xZW$GF;8+qKLL&Ex(9R;)^Uu*|4{I*5#vS8Ti33jCA`T zS3h2{=n(4gIHRRhe6x0w#znQJe${i*1-}KwTkP_qn#X=(B((SEiB|vBKPL_!5`tn1 zG+vSyg4QDZylAC8ol(BU(OQ&drSe>M%|PSnQITi#5vE(c06PsT zg5ZG9tFg1S=>QwT8TCEygnT`KqJ`33xCFzIEgmSeaP0Mt{036i>#%&T2Elg3n&-2i z`;wLc)M~~DRQN;xfekJ>)=*NApbkfhv{PI-D)skIaM@pI$GctIY#rNYgbw!`oL-3|Lx=y3o|MPz)vNs*(f~_0d{5vkYIz9twI)Z39-B=fMzn z7?qN8D2#w-Aecct2z(pF+WQoA{hSdL!2*)wx=@ms_;t(_Gt&z3+YW& zP(@Ov@_cAM9f$fR#b~3xV$Y}2AF30KIas^%`*B86l21~c%LPf!Rx)h z?Tn<|daeWIOE19GSAY5a(r9CqW$Lw`4;G9E773SUKu_d}SUAmHe`6IIn`qrz@1XWN z$NkM!FF=f8N~Us4b8o4QYt5GisZD+vFPO*!DYV(XfRw6v}Mn#voFmi?XwCrv&+f!G%x@0nG8Cve!vC z`*GWp?k<7AJ2Mil0M}3{l@sI*mlSftiOl_6SAPya&?2Zf0VmmV*9#^4>1e)cb3R>L z0e^>xb#d$t6jcF`DmstMPa46nl)(Rut@VJnHsOA1+6ZsV4HxO}R>hJs1^45K$01@= z)9R;EUlw%|i@tLLR~^0>=AG}hym$y@`osBdY`TR(n)UlWl7uF`K%5&${8~?B8lHTCh1QppXEL*iHW_ zedY61JPni^^--M-aB0nFwqOgY+R(Nr_9-?zBfL2!ZSTkQ>fAut%N{%oL)g(O{hRF? zURC&lC%_;;)3QLh1e7i(!P#*9%9h8@HKk#FIN>=j?mFbNch@CVqx&<@cxyuI7BYv} zq??#iP?VpUQVfv_Bs`Qjpr}bl{er(u0}}s;H&^K`Aef^fL8JIr06}oUJsU~dH&*CIP_nwLZOrwSctN<$|n@+L5vuS>%JT#q=5)5 zy>Q|W#7WigGoW?EcH?<-3%$6P5k3o)(kedfqRP%~C^&BBYNvR99PuIzH7faAK&oYk z2QH8To)J!6kS_XT#J>|02!=5hki?stp2o6nAph1lnOo+Ryu1T?H3abBkR`Cx)lM*uVFfHEln_+OU zz8H6{@-Kg(o%*+>)2VcSvXR+8D@kWwdN2zr9wDdHb?}oOJ*nm9e-0uB&-@X3>L5N4Ut8NF5Q+9(|DKRmCN`%E_^h=s5yw}&Q3+JY5)f*@_7@#SPmh3}9+^%=fdmkFeaz&aQ zO${i7jQ?xU;@5)OqvIV!pmvxX^}Xx=tLku55iDI<=qrG%6h z$59xzeN`uWQA@Cs!nuAics$dYSXe-VNavsbNRSRL3vIAj@k3Sv3OEXOkx=Iy{(prX znl6=mzI?${aXxE&Kw)a1TjkN`2SG_V-7zSJK7hJv;P-nN_78t^{z8BxVlr5*I&8mM zbk+i%Kr7hN-Wao}@(75yN{JXtYzW<}9F1w_RCt=)loE$jWUpwYiQXd~wD24vqD%h~ zE`)q(F@i+}6iTLbIc5eF)`UDJgKhY%C|M<%Q9_spIYBXX24TE^JaA zChE?RjHs`TrmCGFgL!=S8BTl4HjaTU6T0TtKnHPcxgbgeE{RNFh{&5o9x?4RZ4zc7 zP%bdrKZ(lKgvcQjEn`^s0-W04sKHPv{W6P9&;57;;OcB}EfM@>q9i2L$RBQw=-1@l zotA$%}H?6({b>T*i9JEE8i_(O5JT*odIY-$d{Y8#0Ow?i3zcDqO zxeawvrc{!s#9MHF`o+|4AdV{SpBFV;GOymB49;~P?zgf~!*CqcTJI2zE1 z1pol=!}_li2Ve!9bqwpy+x6xHkiuiM{Aa&I5S8tvu{;`QF`gI)oAPAw9RykbWBSPJ z6(0USs@?-Csw~(7ZBbDHK_m!@C^<`()CdA1Nuq=%BS}zEnhcVL9F&|SCy^{kqJSg` z0uls~BuE2-1j!)CuiL)&-~Y2_&6;ug-h1vn=Tz<5wX2Q}vlk=}at;0gCfpyGrVgtU zC@2HtB8a2tqFsSVM?=aIkGEFOt6(`8E?p)-`OL=n#$J#a(NhH5w9($|&INRu#SZ1h zj87Q`Qk6^F^~YPh*F3Q%XMg{XloWD)y2qgj{r4iDoxo?02s}6HtUts8iSfk4ScztX z3!?Kj3w-!Wl0=k4H=GQX!Ye=*ayktFG`ZExyocXNbAAO<2nvJP>W%K6j_+=vIk`51r>P6httJ(y-BZsxje-*9 z;>3wuJ$J4L9GW~xF9)B>Jt{mF0b-L;i%0ytEX?Q|ja6DR8JH?L`kp^1%dAV*wLdtM z%<}7a#@`XsBStr8HfQujthM6*NQ1U#xi^Y@|B>{=c>+I)KxPyJDL*BD&f>ENh^C*r zNAru?igSJE$;s^!MXCSMdWk~y6g#gN$*upD1%=NRy@3Gb=S>F96c}!{*Idf_0xPD0Pp+&VPNI}}HWj#RlOph;y3&Vu z*TltunZE{jiX<{W#yBv$n_T`EmIqiwlx4z->)zKVj|9FJXcpx9hra_@xfXN@41Qz-ZFej z?K)CL=63CbOk3z1aAla3Qz)OzF6Ke3zdClrqti}wNa$+Mlkpoenc&?DP~D}@pUSzZ zq`*rZcOPK;BUQb>mbv{SLf(Nvpef9vc7{B!P?DU!d%JpgJ@I6|&Iw|KH(^o`xF=YX zqU32i{?42=VJh$Es1L0Nn26@%{;A21PNzwiG^yU2aiv!}%wti3;hV!Oyw_R!vXU?A zO>oZz)E5ZJS>pG>ubMTL3H!JSspBVB$5^PYtDLemRUxD;U5%cP!^LUZWkx5sksU1fJVR$s;~1y}Ksx;eS66&viPIjov{O09>j zE{RvG8r@3V9y&gja+A+bc&U}}&5@h{)iKm&%E#w%$0axVLKd`WxW~1t@v>FJTOmmN(P~7*CCJiv{8GB2GfX{=06+hXn*|?DV(H+<{rep0jS2k|aypR#l(Jp> zyRB1IO{m_An{!6Xh$-tV&bQ@R=An#;u`a&xB@l;s)U$nHX!)eJv5xY2&=+y)6R6IR z2xj+f&7BXJcou_Wi)QAq#5sv=ME&kvcTC_y%Dtv;mn$mt^qWzF%;;JzN6P7f-|~#rEZfu|CVlkzc$*hTA>Do3W)D?bp^8>?&nqQ z@FV|Y+-4Cx+-g_L4!+TtwF!0sGrOwSZF7^(`Ls6$BTzyyHCu9sTM3)O!kP+YkK*L9_J?>vb2ZwbdOHrw zittqSUFb*U;!^Li&P#GnmgH9cmOh97zGhi$c&EqAG4Dpzkz0KBO^FK6-%0Fl@#arz zjgwQ!w;*5(<&IK#WN$yPFFqI9c;VfXp0ee?#4y*_Wy{CZ=P^NQX%4#jS8uu5S@33h zQ?-b-RvgyG<(=cF9`n~rPR#^`zPdVv--qiV%lh#+3(XhuOghE!PsUeCxK^<=bAO#; z_i(WJQ)-jXx0>g_-^{~Z5;(jlqoVzY8B-?O8`z31+!;|Vnk_Ob&GH7p@q@Ha8`g{hD~yt0vpO@qs)yE`Qmk5ws$*PISB!e^_s~uwlx;I#XjJ@0QlLO(XrrOL z(J2F%0nASqi47syjUx7~yISy`TgvajfR~*rtlV-7MPP4a`C@Cu_t(zR-#cd@tK1y5 zjL%D8GRM?kP*}CENLsi;$XSNhzcq(h$qIKH1(CoQuit1_;Hq^%dLl&v;rk+Z%A<1~ z))%FEE-ZK-vVT*jT^wcIjteRKW*{-cq6>>=yVnTG3{v9nCw=zS`KqdFXLLl-)73yZ zedNBN zKc7DA{nH_G`UqmoeXHIV=kn2jBoN~J^>GPreJ_UP;EK%j#o+ag;W!NQ6 zgQjx>NVW+ztU^NQSG4;bwx-s?mxn?MRRVMA)cvJExX@zz*y*fbpJ^AnalTE_p2NKQ z^cqp$p)L%xwfQeZeK3vuh=J!q&E>umY*DT~7#n*MtoznYZicqoPtA{8X!8Pl-rKt4 zxZUDkSK$tpqLTveArmcxQRi^l{3ydo=PH!7Sf9+^uE!vtT=az2BxW582&9`e`BFWbd!=@|sw|Z9A zj+dq{Pmq9-@xm{~Io+m9^;NyClAQEb#ZNmVjy`|40W|w_l%@G>dOaQ0!@S08lekV${}u_e3Q59uD`{tF^uT z&ikvd$53@(AbM16o${&m-e@PM!rCEb00U~)ZU~RZIlxd~;uo^bGZLNbfsAutcBIE< zViwA$WN16l%7Hq*ew8{2w%fI#n@?bM)G>oQ%l`!X_?*}iv?E@08qSvWCgtJNl~1?+ zM8{a~r(aJ#Kj{{KKfSPsXH@cDFtZ`NIhcpSfrmoL_waRdvG;TqDyC%0QtO7}kNgUi zh1vSCA2kIQHWn~1kyW7C>(Fa)lNi-ZqnPvivx3o=*;z*5B2hFBF<_p4sh+T7EAl%0MmeP`q)ogdZU zV;Yz4db*Y`V^(!=Pr|vn-*5G}dtN0Xf6>q`jJ;bykCF4A8b-Wks3mx!BVudE5RDC?Ec*nnvaI9|Jg%lZ-q@0|un2N+t5yX5;Vv+>N*F zD&S&}EBvx?c;5jT<0)$_FnSxiB+yXghEf5pucf2yV7{d0&-Ip?lo); z`udN@Uw*|ds=gvffFP7vYqf=|7e3haJ~kn}>{+`=Ox z@0YSQ46ReJpJp%EX1IpREWlyDsPMGGs+DZ^AJ~3f56}(b*2eYuIbH8onv2x&zb>~dLPTaT42!zsv9qwdK4$YiwkkN2+8u35BZdSwJ_WW)R`jVrr4S08qRI}njS zs^7Qazz*gH^T)`tJ!ORaUB)T)J|)#QSLK^mi15Dv*?<1CtXy`G@~TqeRNO?6bn%?h z7Cf=jyE{`*pG)22(MQ^}D$n1vh&c>ZE>q%KZE)UA%$w+Qk5H(^@jcD*x16*S2}lKY z!QIyUd#0(UgNvSeJK{{c{X1G+0R)JjCr-6K*C&4pb)CoYGV8}_8_}ZOND%Tt_h<#K zG^l~uhqpIP^s27#o`D{{cw?@SVj17GtZw^s#Z`tYZ|oU3E#%E{P)O`&i2>wyj5et-sXTFJ9ng&`hW;S{DlTd3YY1O{vCbxXN7J|evCw6v z!Z#C4brV11`oI@Q3WZigzkO$z@R5?$-X3z)DE1SK#c$+a`n$Y3-dw)!bzCnq^0@bTJRuF!mVhLXaaoCHTBqeSLWYIx>BYp8;@@0%QWCBv~Sl+Gx zx~ssHbo(oCvBX=7ZEN{jv)0w0maN4;-gIJWe+Y1UXBP(9mUNF2EAftU^`5a&K{3zh zi(lZ&=T5u``iU_#jI9Fk9he?4|7@Y<++5Eo6OdQ<4z3fB&V`nrw3GCBr)(2*PlK_3$Z@fPO`-KeQ371^0-RB+<;H% zdMi+4u)s;6tIA9Wqf-`M;P6T`w-{CLq{{gfUU z($O{NtOX3I7+=phkOhD8tKkWXZh_hgb!c4)R{4{KXzus5zq5zm-!F&z_Mc??5?(OA1o_Aa;%j4TUs zAu3QHI*dVFEiW_1`W(ZE$jNAqT?g>(RXF!2&K<`>?(iG-YXtybq{VEUuQGaqpCnZ) z(|+P?HS<-)vt-uo+c)g{_f-^wSuogcUj(z5vSZ5}{ev(qqfVl~Y&7wBaMn-@adOhM z9P;{~9>Hq!xn+$Sd0W8MHR)7ScmK+cP<0iqPU4HWQ~uTH|KO{&K%Era>P^?u^AQ8~ zil}zX%V4$5$a}%Qf){;6woFO{ZL0ou#6B>a(E6LJ(RzXtRm zN@-sG;-xC?N3$={hA{B(%zO&rUPV1~QH4jI4x^I6lNm5~75$COADc^Wd`TRJnHSPP z0ud$UJavc}kQpJ(PUeF{Zhr4+aH zAE6hl6;($wb0$0#^1x3k+~vPacIAcqhyl%|UaJ_&izs!1zvxH!aJYDSrBg@FSE)Q|2@DYgRPUUN8j|NE-15;iplwoYFsF_|lYfnC@BUtAjSM5(Mzg zMY=PlS0b(Re?z%*EB1ysd`fA0=8HCN^5G|;w60)!<(G-5Y+5es+hz5QEqeTg8|DxA zXe{2JnM?3SqtB=lpf&>0T#*z~xqhL51|m}cF!VF|efX}hBE zT?1`Vd#$uQwQi9-g`3&UVFrL?0UZ5%Kp%e(1Bkkh-988&M3#uG#!!E>G6va;ziE4uewT}eA-NO_e5Y&5z)uza7qq^#<)tOW^(h9c z{09Tu&;088^`VfAS6xlb8)q1>k68-(kvs0!Fw|Z;m7n7u`Q(Z?GU+LHdHtEqZ#+F4 zpCaJ8&$rVobv#Qhx|C2OF29qi9UsRC1Fqyq@p`yZDF+dSCt^OY3wkW5NtmcPMrV>&Vx=hX0lJkzL;OGT3c&#I>!PhXe3a4%ohVL(d=}sm9le zK1I?q((VBHc7ibU;OMqIQUUTsS<}v>oia&It<|!jk{HZFx*yDSXBLU5E4+JR5HCDq zj?vlsei(@(KeL2zW!Gho?AVn4H_j7nbQ#hP5K={^7*?5 ziwj-}Xyp%)-9_ZE7&i1;%{G6Ginxg3$LGJ#$%B!f^G3fd;$Zxde1D!S4sMn`@Jx#F zGIu zS50_{34BdfCLUUS2=Ym}9&n07d|N&8PzVYzP5IsexL^5T`uXwA)Nqb4l<#KLDGOguvoX8Vao> z*eo)$RBA2xZXvW<*mZ8%O|@z^G+Jov-BnRy69o0MWSA^y3)r5ytOP40z+8|hX&CP# zHxGNR_90)%ErTBPjq%D5S=ifaxXIL}xU33|;CQ}ZMRxD-|LP*|XCZmMhR1ngqHxMd zE4QLq2p)9m{U%FKC3?dbj5^9PSAyPH;0n6S;bbZ{4_!TQ`ekYN{$mdmiioYhHZeRY zy1voN61KZE2RQiEojUf9>+QG_SI!Y~uhZQXG;Cxjg%9_ubY`boA%MOhBd@AxXy`@= z(rW3S`9k#W1V#StCnujco_@sun}?N^H557DB(gG}qN=DmGGn`U+$??!x%PjyW9P-U zD`EYS5GbKsX&$1v)u${bO!=NQLMQsM$K9{W+uNbxZPKO$h2@S;_4s=%PKhY_1S@eMQl@W=eLMl?kF&o?Fj zW$GH=dXF9XZbbqZBRcAFk0dlu0rPo1Wi}*;hIKsy((9iHQuogS587QeY~ggPx;PAR zr9&QzQlHg5T;M4z*7I$x>=OejwdR+1?O$kak;-{1#v;fX`vCamqo;?sGf%xmR$C_C z(S@GktPn*SxnHl_V&oZ%P59PByKtj+(2XhH^3KmaVwEHO)&w?o^TYUbs_XX;A3R2x zZU8H=Al8os_hwIV1A#86t3vc0poD>pQpMPPy(^ZBdZt5J^T_G|WV^$gLM}70YdxK4 zEG7Xkqt?P5_c(2nduCZYmT`x^`{ema^NLR73(YE(Dsh#t;}rHOr%*H-T5Q}`;?0og z=sJaJ8p}rjPH*7vl~gGn|MhEr>_a6fL6~U$QHC=J+)2#3V#6ZRq*zSDDHawMw$b}e zAE?nFZJF8_(f&QY1>^Guw|-eI;qC7#xc~yVAKGmyKE10GS;Z$X?|6Zoz{$(=B z>{puXdEK(OC<%qj)YZVVOr*$X&lo?z#BbgpNT^T$Rhx@9FWqm^J?2Yt#d>b>G=om; zr+4Vn>W01k;z;phqRD}psQinzHU{a ztvoS#B@vIgQCZ1}iR)+q8WKu1^p*ve)q=5`QYHH8^ReTM@k3!k1+@ue!kC=&>o5SK7WK|`1(F*Pm=4r&T_Fp_F z#DM(_xXcH$6cvB=GB@mVi%p{~c4&g$Qw}@+(0sJ_7t5r*Y1J4l zf-_LzT2IlA{&WO10zVZ={fWdR`O=vxJI=$AKRyT-^*2C}rKe&7$z=#L41&r4mBIV= z_d3(TXq=^v?@a9T&&MrHNKYqqN@xoK5p0-aqZ#+39;bl&VF*j@Gxt!KUL0EVePIUJ zL+Ez`K`#N{=Mcs%Pc`=Dpr$&sSw%3N!b@LH9)PK|cLKI920jwHj3rIT=YeoU?geye z7;*X^jN?iZR>>@8sYw0gPX9X)3!>Pw1{W}@i4gYf??{Z6Oix5qHN3Bq1)VcWT88AV zezYY~7={=$Ciw~J6r4KIHd$&vg}Rc!}IAR2*$ z(~G-ZOAQiJoR~B!$xlS#g@9>P4XfT6lBxUy1^+HFhpuj|UhbdAMHip^gJ*FZ{h``P zxHWMS!}52AE-t*#x(9gz0rCWMfa9H-MNy>gSAcynJgc#V=6Y_bBga6l2T`Zg6-1ni z@?l1X&-bz=tRgU}fZB<^K{XNAmp1`vuug0-z_z^vK=#d)$oJ|{Z5r2r&Yc$k9#XEx z%Jz0cfW$X4w+8^mNl~;^8BwtL*dvfL9E?wPgEItGSzGi=be4u4fFb zJ*sa?#B3FcBI^m&fj`L2T+W*B&}ftv>Z;#YG5J5!KL)xCZpzn(N5zj@J8X)dPLWo? z&R`q$aD~Lo#JRq3=w$-SZU#U7Utbq|_%Rbx(l2o9=qlXz^c@&fGfh&#$d($KQU*Fx zDRorv;2la05_j{-zg8Uv@1eLj3r@}gbhN(6_CG6!e;4pVXKvZO6To{&6az8{8s3;M zZcOik=vPZ*6~$&4k!Lq6;6HT&;Pgq?C3_qWRw?}Z{_I zqc>n2y_V#7*6;d4`@pwTvi;564A6NE9+8zyLqdpIJFyS-hR|0}YVe^D^xn3G0=}#G z$OAGMJ7hccsga~@{a(*G+9%I3wC%K8YkJ**i|3~QCr$N?J*F5YEw*cG37A3v3rRu3 zPFc>!x{WMc?+*X&M~K|o+|{Qj&noQg!{e6g;t2o3E|qr~f~uk>x6g_-7PJY6?gjdP ziYcn5>pVuZW$<|(pBm&7ve&Modms_rd+ZMZrpKd&{RAqu?ug3&Gte}$2_CvG?z%Dc zUb*gDGfM+=B@w~+O9jP9jO98jWQG?w3zb`v=Iw|Ob1nUW>(bO$x1&F_b{R5hab%x> z3CXBTX+6INoOvvsNP$dGPxiSNdPW8KW_YL7O3?8$g}N`VWy*1};cv|bSr>WBp9Tgc zr8jKun9BqMErn2)(syxtQANh$<(zlcxgJT`eQUuy^)b~J+Bt|B*7EQm9U zC6r?1xr3w^h3!T5zjs!>dvd1a#YP?C%FP*T(LH7F484I`t0{bV6HLVG9I4L**u%3d z`n4^fu6aCeY-mVws8I;#0qMn8)zpY`TY-l6R&UeI=b3C+h3|&RU6= z-U-op2ObU`K|*-4pmNrJ0rU6S$E&D)Ccr_d>Fy(SF#;gKNs0nw(JZRK-cO`bZc!F@ zsKE{K3=u$b9}XL8TaBzZ*-wL^AFgT$C-*i(WmhH6?LP|iX)7}ZVqu7al=@xMkc0+U z_+J&gPVZcR0tZ767919<5L@ZC44Js020-{PKDsFMDg~=nx>)p`*pz+_fHrw^Fy0 zClv{gvrvQ{!2joy0u@VqOR$FuGPib~?Xk29Td&R*9Xn8e3P1_~Fwadix^gp(=n5R6oV!tct z=4qqiiBkI-gYEUcXShJn;}fmXR}s#P@wNW~0dxp-bX)dCI=Vp}y^`IaTOf=6L5Oy) zyO2^=?Dt71e&%N^rXlpZ9h+Ah!Mb&PpN-TUGDy-jfge70SCEWY?AMb*Z5TpmF5F2? zReu91;OQ8y2&3l*%Zi30d%{=KI-3127P3dPJ7mjoEd*DR5Yyr4B}1|E&%_X5-_5o< z6R7BT$^Fzk2Ix}=L0!A?uGBQK`!|!718uLEy8T_uK39w8vYSelI#>1i>Zw1~!Z2Vz^yy;p}eG$;UsEJjQ-(g5u1YB%a~R z7>ihab5rr~X-TaF8JXb9@G|ZmBj&hc8=Y9k6VmU1R-u*wN1t*RoU!WNOsT2RXzN_{ z7@XtPKuYUT+#o$Zx6xaiGhh+2tu_>%MV@f1|X^Hds$?UN9o2;S2vjSoiceu3A96 zwWHZFvCiYw`DBGNQSsDxafJl3Q};{zqq9`%ck`T3sC%kqUlafdT~U*SfbHG%GKs{* zXTjG6Ak=yGnDu9+0z*I66>5&59e0%Cg1~!D%mb=`zmw*i&owUCYFo5eGtTOD2eQd74HxOA6Q~Fa zmYl_YJ;lIxmaunbxqJ6n$|g6*bJd0hu~x4H%`ENfa{6U%prlC+98j)4#3z-c9n&!P z6&H6Y>sS7^&-AOJkDCtHJcc$5qPbDheY8K5i5szfvxNQYPW+rfp~Bruuu-7ZU3A?|VZgx6U%Fk^Djy{uexEE1E=)A}*;$TAV;_@Yc!{$NnJf72wLOo>|w-jyyldx!t4mebQk%rFlB{ z?jt!_MKjQ=8W?{_d)tf-rX(!rukAq*|~H zczj(WP0bP(=t7cpT}> zrT3cMFMK(Ijo-A>u}dwi229Y=dT3;6%gO0$h^2bU1c!u#uq&gFLR8DN5w5XEQhy2_ z^@;PX1CoKho`O8%o5!MBx&MXZ)~TilXq$^r(v%_jV!!{az31iCY;5BUW#6{@7gZ}5=Liz$vQO2-|#=if{&w<&{83GawVlLwJB+J(M!Guk!DLo%tqNiSN{wN=aM zw6r12l;%6maj1xG&DQgD_@H~eD1@}1jR3fDFV2*V5tbr?O6Y5J<$UXX<>{uxAqFR_g??@lauU;&TFPeyxG2t)e+=2O`4DcnrXN z*(9gp{S~j&M{ip*_nFEk;6;AhcVqu4TWD*4fg+KXH5uHK3!c4i2BqmR=o>9wswKG6U*2@sgPCeB~#-9BUdy zH@-0Lu&t&_9sM8c^rNwRs~gh?ZC2$dy@ZSnM{i8u?|XZgb;+08ou;l+b zRKg|UGf9gG-3S_Ob^GKME<12y);$CUWi*o03@wFmQ z7}W(8-rX)txoB$}7Ok!ETu3w5J$9HZ1Go-#tL<7P&pr!^2mf-JTUN4|NZe1l6mgAY zaSdYL(FgQs)La{GN_%WBF4CVfdW*O!T3Mwf&y)WeCy^cbbp-$ZXuePJ0IsxW>nBot zo$~PysB~OBo@#x${3H++$z>n(>Z4@=W0zQz`W`9E{m4Zz_nDza_5p$mNZE)f_hNr| z#I18vg6Kzco0bFd-vBmp@Cm=-{N7zar8sjUe#q&~yA{f%oWMy<@Huiw5{rfjPg!v3 z*vEUgQs1UR#mZs>^aqmv7}u@`9x^gFZlde%4Cq|UHYe-)N+_T zl1Buhl=^$>4grN?T^g~dLQTnnc%k-{S1J{%-JZ%6mt)8faRww*7f350Lt?L044`Z# zKp)#E0dz`i@|aBV`)hyOyoHZYa5B@VMYogYszLXCSCl;x=XHOQ6jOfL1~C1}4hsz^ z=YE*a)S55z+Fh<4uIdqqIs2C24%v^v(wOM#*!=Z>LeB24YgQa4oH+$yAR*<`QRxlw z-swpfDNkR_a=aJ#X-Da0LoS>;tu77k!cL_Yk-2`}MK?K@>MLH`iL-isx$f>k*-LT{ zsl$+YDgoO6Zk4NZwTg3qMYBcTgk|Pj1$;aRozfN{5H7j#1y~rDC%R`rgF|!1DlhX7 zZ`$X$?SI(UN$SDQEsMDC{x0_fx`~kJdgjLeFX4JUi``7;tcyVw-8-CG)kFjznz%WU zPvZQf_iz6ax+sUv3`%-^Hv-XAi5NwPbjm^DE_N=^3*`jV3njyuD{q&^2(}f7Qca7P@4tytEutv=+I>wwz{GH+&mxTu+~&#ZRJWG1D5BuXlS+Pw za0=fS;8_AdlHKY_yWQ?MF3b}`lnlFyH$>lo!w!Jy#xI?Gbpg5Q1hd8)%bOz_H{K1R zE!M%W!Ag^#xX-mY-`Ffuj27`FkcI}$6Yb!9$|t5ZD^Fk7l~?tSU{@lV=NMgjy!Lm1 z40d#Q>iP*4qS+4dvGHgmbB0i7czooP%5H_fqc1cOth$561w=I4u4kYxgulvHRBG6lN?6 zO}#>k9p#z?Yi(B@>R25#MG5~+{(deWAD4d%6==>bsiqO9Kqs0X&8C?nLG8CspDS*; z(;z7Jcs0h1jzu3u1ZUl$BJTphL+(AN(=`5bSA5lM9c$Gve-lL+X1!Ho?-nK|Lz6^t z{3}7~sfA$eMO@z;pICG|26!OobO^@L2lmPVM>K)f(DWo=?syXfbDsezolJ1PEfV@S z<=|7)O#VRFU)ei_`q66IYUJDYs*`@8#o^-?Z?xJB#g@bPL_)vO328?NyM0i=Ovh^R zFrBPGrzmk9N6h&FIQA<2A@)HXWMr_$Ut24<@uqD*%U!IEtI)>PM~&-!3|`-9rHg-f zLRt)AhZ^RXw}+X@tXB%e$TAC^jlhHL`c*e6Lmh4t z5)Khp#WJM@*T&UI)D_&1xU3RO`HKG|^T_YK^rYQ*0_j@BvaCiw95uT*G%X272+v^1 zfz4R=z~ahuZ#05;XgVzkQ~(Q6l9-KxMIb|zZ5p(3de&#q4BK}K;o5jVQ# zN<+e-O4%vy%%^f?qh8%XB=$TMO;oirFhcGBk){$aBrWm_I(TExIsg~Zo5 zTx5hKRSHGZ=E3ffn>s06L=G46jbQ#c#~*yRNd5^F_9DkhTIJ4IogU;KsPl}n3)+!I zdCAYWsYyNSmpT|e%DP^w9n9XF_=9%2bIXCG0*z9*27csvxc-{ifm!_RBl;+6b+jTK z99IO3jJI;3Eun}Q*4q5n4spu^Z9*S3vMHXk^EHP~c_g-M?LMnKPhj4&m+7At*261A zT%|<)+h4@|rF970^d7Q)#vSWOhv*XHgs}V>!Qt1G7U$(OfMvSozSsCD;c08;Y^ZdoD;Aq0Y%n1c>Rq?{JTA?V7U z3H`;V6GmglMv$O-)yT-(UU1}&5+;jfKbc?o5D36pnH)1|yf)UU2SNhn=W!O|ZJvJ2w0pE2lMM_&S2o!>4oOM=jp!=^^XpUr`Kw%fv zN3O7+RBNW}!;9jMqjd^_Ds&Y9DBJuMgnFena_zm+(PM8<83k!+zmzx?x-_$-VI5oF z2=DC%-pCt^FDmLni0c@w;6y=9p%Mi65&%T?c0oqfiCz8RQIIYWDH-%-m2L z&0?CvX=_1A#a~Ywa|4aJX8l%<6y+1e%J|azzht_HEYEp@W<(qwJdp7s7d_}U@`t>$ zmm+{kZ!^A5ui=F`=T6bNMl2zB&DoeS%-z)C~GHsd~+Y^FJ+>AQU)h=}mIm=OKzHXAZThRMXH zW`?9$&*q2;-g?>_NDnngfE9m~XzCF(^A6mqXZL&pOWLG%y+d`appW=YM3&4HuaPT2 z%uvqauM@Ikx$GR8u?t@z4#dZ8fl#BQlK^^Ty9sRZ1hsW-7x@}u(WG4e)H9{4G%=Wd z?rdSX+8X`3=Y63-E4IlFw?|&}q%9P=FL(;LuL9T2e&+ldBQNrgT?X;EYZxRdIs{j@ z-RtV61G>^|GW^z%ipgLD#>oKLz>a`8;KK4z%+ya4E`hts2jCg^;}3@ z9!R*vetLOVyd}b5ms$wsEHM;YWP~D3?GZ{;Xb88AAr3Bc1 z5jK1{@h%6#_W?h4;la*W!mKff6l0F3T498fr!lC(Jh%CbUE7ZlosT+Rq&(=|8BFrR zHJBi(f1rLw_8z35`B>4CfvSlt-Z{@cZ1+wc-qkPQZ-%;`rP3r_KONk)ap z*d3>MwPqj*gH-m!#!Gy{Gqszl&Jhwx%vk&zwD0n_^2S$;Yq2Z=y(qq(A@fDDiX5|<*rGWQH=~cSZ0qO5)+8O(0?sHk z|5E3a3K0DJz{t>g^YzY60YgEoG{X_F;W;4+kDiacliU!Cx8%ptvqwhKw>Gn#xdrLf z7<+BJ`ip=}{*%L6CilRrf|2s6v!>xu`gs>Rh{J$pTHPw?E){MS_46P;H=5`L(I_yX zxn>|85u*WC!t{CgFaE7fm#YVtM)2aW`g!HYBc6bzbTblR*BhPZ&E>bTuTFDs?SO{FPIe@a%V zQXP(>DfVc)=a7Qp61`FLZJpe14$gk-2@8B@epK2pli=~j)uDI zh|F}5)BF?Tj5WII*6NUYko}n?WzlCZ3;wv%UO)dv=q^t)k*n2VFI$w*X;wcvb&!hQ zhL_CwM;d+9UY+HJQFVVDGH3S>rm_N^qFE95<0rMNIr?J1B!BIS|96omR`+6n{$G90 z{X3={Lo2)mcd4RT1A5tFh1^<%kA6^sR80q7lKLWY4Dx>a+lsTWu-Sb9bj_;9Qx<;w z++V9OA^K_3Kd}&bTRzfHeIee9Gk+`sEz!+Hl#e#$`>v79og0Pl4V3{o8O_2jHuD`CsuaLHI(kBcXCGJ=!U z+-u?}N?0zX01pY(Xt_|2|BoCp=h$UR^Tj~cgYs1reXI1rD1Q|NQ_98SA`t@S8*^V9 z_2|L#9v`OP*Q5`lFH`3V*gRty`VrzM1b=c#{tpR+lplt`(TCXXA_9ps@RsV&mNX^C zJ3CAxW<-Hwq3=_9<8Luu{91~w5r}r3r)K}ctUxqF>gJiBBCs4z!IuJc9Gr;wksKO| zHS2tk&nDNi0z2jNU*C?MPJaAv`qn|H{(5zhXOC8j?sL=^X?s60qd?z2uIs*LjNzP*Q$}W z3_fErJZkgNax>b7kSn7uJbD|Q_o=gD-*DwTD)NyL_(8RVlwtAz^g0 z5t?5IDnAsKs&-q`NqQnks9}7b7raP& zGE#aMo;`&%IdQObsokLT{M2)&*@1qGs-O?arJ>cv6fzc#6zqUNe8~Q{a?;jHEsZaX zzBTFr4nt~Nb)oZn${tu2zUlxfMy{ zj!b;i$f)t&`f{~#&!4NUlMwuUmt9VtQkBI`$wH`p0TxTB*Qf-VD+_W3zz=;22{PFd ze|@3fYkyPzW{f}k)6c(dzaWGN*GBA=4>QS>`@K1djN0ulymd`|IY0Z~pJ8Ah=0sXw z?WvpkP*v}$lO|f5#=k<+`#Txc18bUvmc|zs2S z1?YpV#2OIZX=3pC9qaht51}EP^R3~a6|d+&%R>9cBID8gZAh-X8Zth)i|>QBXlykf zi8*E;@ty1FKkpcZ4Ky|EOY)O{m%4!NB)@ewU4R|c8AnN|;Q3W0VYEEkmseRy%5yXR zp=C7%60rJ=Lw)FA=aj5F$)>Czx$N}{7~4;>(_~W4pYux!9;ys;D$xr)zHlpM^aQ1@ zO-z9Q83niKS9EuYu1uWrg-J*8P|xjrFXU1Jla<;5a@TJP_L1%LzrrX|vDpWp7ZX31eu-=l&m z)}tdkP#kKEnud~MQq4p__V6$geu^w~$$D3Qi|7v8R4@|%ewV1lnwoBd|-$WQ#ly$REj zXKsL~oH~+q+Sq|=}2e|ytjwkw&{O! z=oBg{G=vd@f(CDdkD4XR&vMnGxYUbGOM=}ZJ=QUOWVWXcu^Un2MTghW39@ct#Ql{p zdjY~jxa?o-4U=k02V}~6Nr?u3FW;O2cFvR=c%t!3F`T1N4iB|OPeCjXySd24myd9v zZLMjyF+85~;EaZwN6!)cEZv<^Tqc*-6O@Cdu4#l}#o*gC8 zz|$qgt+D&enoaT72|_&a8JPyK2_5x0_FrPRvjS^bpx@(8Y-z>3=my>@4ZsiXIL**a z<*(XtIr$y8Vwr{8*oF321c7sMJo24>5`Hn|Q$dP<{T9l`(*_W87Cu*-}`^v;t$2vXJ{7aVBlZj3Vur?$*nZwA+OFPvuKruEM z%`qIRn-w>wY6=mcPg(Y~eWjyqXewj4UKF>lqe?pC>f=qhFCYd`WEDk5QN&4s9a3nio$G z`mher-+DSJ=BC`GwvMu9nE`#%D_!7F9$B#2C<)CDu$xkDh3NnE6s=m$_N^DS8L=>stF`F+8Dl& zDV|^iK@p^Ms`N2y1PX>8kE}f%L_&thGV`akt~tCmnTw{=5?Bi2Cq2VAgU zXuDK~`}}0Cd7}p6hWWoE=id7Bwqm1SD{VjABFL@bH>7{v;<4u^)_;#H9_`)Xa4Ubq zO;T{8?#Z9)Y z4-lO&z19bnQoe0*Fi(&j5KrLae?6o$Yj=(7x{k4yv7Gfx}E_r4MPfmbsy zW$@hl9oT>JH^;ES`4@y(=VL9=lQ$^-Z@b5yQE1=mG2HLpHYlAu7`zth;eBIFmw(ng zJ@L(PwRqEPb>qRElTkW1j$2WPp-sty=5#qNcoASl%2sz5q}7q064;UpFtpj7EA9|n zt2~j8OP8<_pfcSLNWZcezfjp(yW&PX`M}fEfslu#hCw^+>woyBY3 z-S_!_P4X5hA3hrCH}4Xx=f}9}EJ8`&T(#S*^lmLj%GtM~CRaX6ea003C7#hu5p{YF zBq4jAnI*;!iovy}FEv=CQ6;MUQv`3UJxhvx*wy-u>2J1R>K<=A48q0J zwtH;hxLK{>IeoA~<`k#WZ8_CdZ;mr;IQ%y2!MH}fF+?HRxnBn6qLn-A)B+^|gRM!;5QAoLPsOC3-h||Gj4q zhcmrzKz=swf_(oU4Ro+tfHM6