From 05d5b42280db8496fed4e1e1094515052695d488 Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 17:55:15 +0200 Subject: [PATCH 01/18] resolves #82. As described in https://www.fatiando.org/pooch/latest/logging.html the pooch_load() function now contains a logging level change such that only warnings are displayed. Hence, downloading info is not displayed anymore. Also cf. xarray tutorial that depends on pooch https://github.com/pydata/xarray/blob/d994273b5d61bbdc2fde5050af5922deb66db274/xarray/tutorial.py#L121. --- .../W1D3_RemoteSensing/W1D3_Tutorial4.ipynb | 57 +++++-------------- 1 file changed, 14 insertions(+), 43 deletions(-) diff --git a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial4.ipynb b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial4.ipynb index e8afe55cd..aec2dcc5d 100644 --- a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial4.ipynb +++ b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial4.ipynb @@ -64,7 +64,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [ "colab" ] @@ -94,7 +93,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -115,8 +113,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -145,7 +142,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "tags": [] }, "outputs": [], @@ -163,8 +159,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -173,7 +168,10 @@ "def pooch_load(filelocation=None, filename=None, processor=None):\n", " shared_location = \"/home/jovyan/shared/data/tutorials/W1D3_RemoteSensing\" # this is different for each day\n", " user_temp_cache = tempfile.gettempdir()\n", - "\n", + " #print(user_temp_cache)\n", + " # set pooch logger to print only warnings such that redundant downloading is avoided\n", + " pooch.get_logger().setLevel(\"WARNING\")\n", + " \n", " if os.path.exists(os.path.join(shared_location, filename)):\n", " file = os.path.join(shared_location, filename)\n", " else:\n", @@ -192,7 +190,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "tags": [] }, "outputs": [], @@ -249,8 +246,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -263,7 +259,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "pycharm": { "name": "#%%\n" }, @@ -287,8 +282,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -334,7 +328,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -352,7 +345,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -374,7 +366,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -409,7 +400,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -431,7 +421,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -440,6 +429,7 @@ "# this process will take ~ 5 minute to complete due to the number of data files.\n", "\n", "# file_ob = [pooch.retrieve('http://s3.amazonaws.com/'+file,known_hash=None ) for file in file_location]\n", + "\n", "file_ob = [\n", " pooch_load(filelocation=\"http://s3.amazonaws.com/\" + file, filename=file)\n", " for file in file_location\n", @@ -450,7 +440,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -480,7 +469,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -521,7 +509,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -546,7 +533,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -606,7 +592,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -631,7 +616,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -663,8 +647,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -695,7 +678,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -712,8 +694,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -753,7 +734,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -802,7 +782,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -827,7 +806,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -850,7 +828,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -905,7 +882,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -924,8 +900,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -946,7 +921,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -993,7 +967,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -1027,7 +1000,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -1075,8 +1047,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -1147,7 +1118,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From b9be9bf332c0e760ea4b4ff0c5a679baaa821cc5 Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 18:09:34 +0200 Subject: [PATCH 02/18] FIX #95. Updated header titles according to video titles. --- .../W2D2_Tutorial3.ipynb | 36 ++++------ .../W2D2_Tutorial4.ipynb | 65 +++++-------------- 2 files changed, 27 insertions(+), 74 deletions(-) diff --git a/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial3.ipynb b/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial3.ipynb index 25cac34fa..f3206185c 100644 --- a/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial3.ipynb +++ b/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial3.ipynb @@ -56,9 +56,7 @@ "cell_type": "code", "execution_count": null, "id": "062c4b1a-6239-4644-a0dd-03fe1342fe99", - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# import\n", @@ -70,8 +68,7 @@ "execution_count": null, "id": "33ac31c0-ac52-447a-82d7-aec0b98dc6e6", "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -100,8 +97,7 @@ "execution_count": null, "id": "8b4722fe-cbd5-484a-be6d-96ed7aafbf62", "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -119,8 +115,7 @@ "execution_count": null, "id": "053ee0ea-d704-45c8-8b4b-aad17216710d", "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -148,12 +143,11 @@ "execution_count": null, "id": "5b50c362", "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ - "# @title Video 1: The IPCC's Transition Narratives and Project Modelling\n", + "# @title Video 1: Orienting inside a 'Climate Solution' Simulator\n", "\n", "from ipywidgets import widgets\n", "from IPython.display import YouTubeVideo\n", @@ -208,8 +202,7 @@ "execution_count": null, "id": "74b1c5e6-ed8f-4ca8-bbab-a0a6c417dced", "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -222,8 +215,7 @@ "execution_count": null, "id": "703ee8f2", "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -242,8 +234,7 @@ "execution_count": null, "id": "9fd96992-bab2-4494-aeb5-997cc8689746", "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -297,9 +288,7 @@ "cell_type": "code", "execution_count": null, "id": "c97e6d3d-1718-479b-a19a-ffc6a082347b", - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# to_remove explanation\n", @@ -320,8 +309,7 @@ "execution_count": null, "id": "867fc0d6-6802-4d3d-888b-be960ffd54e8", "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -386,7 +374,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, diff --git a/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial4.ipynb b/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial4.ipynb index 5a05dafb6..31aef30e2 100644 --- a/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial4.ipynb +++ b/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial4.ipynb @@ -63,18 +63,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {} - }, - "outputs": [], - "source": [ - "# installations ( uncomment and run this cell ONLY when using google colab or kaggle )" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "execution": {}, "executionInfo": { "elapsed": 1460, "status": "ok", @@ -105,8 +93,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -134,8 +121,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -155,7 +141,6 @@ "code_folding": [ 0 ], - "execution": {}, "tags": [] }, "outputs": [], @@ -190,12 +175,11 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "tags": [] }, "outputs": [], "source": [ - "# @title Video 1: Transition Goals and Integrated Assessment Models\n", + "# @title Video 1: Shared Socioeconomic Pathways\n", "\n", "from ipywidgets import widgets\n", "from IPython.display import YouTubeVideo\n", @@ -248,8 +232,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -262,7 +245,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "pycharm": { "name": "#%%\n" }, @@ -286,8 +268,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -334,9 +315,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# Load SSP data from .csv file\n", @@ -361,9 +340,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "print(df.SCENARIO.unique()) # print all scenarios\n", @@ -397,8 +374,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -449,9 +425,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# put variables of interest in a list\n", @@ -568,9 +542,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# put variables of interest in a list\n", @@ -642,9 +614,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# put two variables of interest in a list\n", @@ -693,9 +663,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# to_remove solution\n", @@ -738,9 +706,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# to_remove explanation\n", @@ -760,8 +726,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -827,7 +792,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From 9743b71d8720917aef35538f77ad175c50a1a855 Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 18:18:54 +0200 Subject: [PATCH 03/18] FIX #96. Added Video and Slides feedback cells. --- .../W1D2_Tutorial6.ipynb | 102 ++++++++---------- 1 file changed, 42 insertions(+), 60 deletions(-) diff --git a/tutorials/W1D2_Ocean-AtmosphereReanalysis/W1D2_Tutorial6.ipynb b/tutorials/W1D2_Ocean-AtmosphereReanalysis/W1D2_Tutorial6.ipynb index 3091a8933..040173f43 100644 --- a/tutorials/W1D2_Ocean-AtmosphereReanalysis/W1D2_Tutorial6.ipynb +++ b/tutorials/W1D2_Ocean-AtmosphereReanalysis/W1D2_Tutorial6.ipynb @@ -66,7 +66,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [ "colab" ] @@ -82,9 +81,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "import xarray as xr\n", @@ -101,8 +98,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -130,8 +126,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -158,8 +153,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -177,7 +171,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "tags": [] }, "outputs": [], @@ -226,16 +219,25 @@ "tabs = widgets.Tab()\n", "tabs.children = tab_contents\n", "for i in range(len(tab_contents)):\n", - " tabs.set_title(i, video_ids[i][0])\n", + " tabs.set_title(i, video_ids[i][0])\n", "display(tabs)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Oceans_Role_in_Climate_Video\")" + ] + }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "pycharm": { "name": "#%%\n" }, @@ -255,6 +257,16 @@ "IFrame(src=f\"https://mfr.ca-1.osf.io/render?url=https://osf.io/{link_id}/?direct%26mode=render%26action=download%26mode=render\", width=854, height=480)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Oceans_Role_in_Climate_Slides\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -271,9 +283,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# import preprocessed ECCO data. This data is full depth temperature data over 1992 to 2016 (annual mean)\n", @@ -301,9 +311,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# Quick plot of the ocean temperature in Kelvin\n", @@ -324,9 +332,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# take the temporal mean over the period 1992 to 1994\n", @@ -348,9 +354,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# plot the zonal mean section of this data\n", @@ -390,9 +394,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "theta_area_int = (\n", @@ -403,9 +405,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# define reference density of salt water and the specific heat capacity\n", @@ -460,9 +460,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "area_of_ocean = (\n", @@ -492,9 +490,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# to_remove explanation\n", @@ -508,8 +504,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -540,9 +535,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# this cell may take a while to run!\n", @@ -624,9 +617,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "fig, ax = plt.subplots()\n", @@ -667,9 +658,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# to_remove explanation\n", @@ -683,8 +672,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -713,9 +701,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# first let's plot where heat is stored in the mean\n", @@ -769,9 +755,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# we already defined an object that's the mean over years 1992 to 1994 (subset_theta)\n", @@ -799,9 +783,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# plot 2 maps to compare changes in heat content in those two layers\n", @@ -920,7 +902,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From 2d017eaad1087124cd0848ecb6d9b34d537c90c6 Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 18:30:57 +0200 Subject: [PATCH 04/18] FIX #97 and FIX #98. Added feedback cells for questions. --- .../W1D3_RemoteSensing/W1D3_Tutorial1.ipynb | 12 +++++++++- .../W1D3_RemoteSensing/W1D3_Tutorial2.ipynb | 22 ++++++++++++++++++- 2 files changed, 32 insertions(+), 2 deletions(-) diff --git a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb index 872055193..43d4c0910 100644 --- a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb +++ b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb @@ -361,6 +361,16 @@ "\"\"\"" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Questions_1_3\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -549,7 +559,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial2.ipynb b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial2.ipynb index 53ae3bddc..df1dfaf37 100644 --- a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial2.ipynb +++ b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial2.ipynb @@ -315,6 +315,16 @@ "\"\"\"" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Questions_1_2\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -491,6 +501,16 @@ "\"\"\"" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Questions_2_3\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -536,7 +556,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From 1c918f716d944493cda787742133db732ee7336e Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 18:33:07 +0200 Subject: [PATCH 05/18] FIX #99. 2022 instead of 2024 in year folder in S3 path. Additional typo correction. --- tutorials/W1D3_RemoteSensing/W1D3_Tutorial3.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial3.ipynb b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial3.ipynb index 0269c51c4..d81f00c6f 100644 --- a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial3.ipynb +++ b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial3.ipynb @@ -331,7 +331,7 @@ "source": [ "If we go to the [cloud storage space (or a S3 bucket)](https://noaa-cdr-ndvi-pds.s3.amazonaws.com/index.html#data/) that hosts NOAA NDVI CDR data, you will see the pattern of how the NOAA NDVI CDR is organized:\n", "\n", - "`s3://noaa-cdr-ndvi-pds/data/2024/VIIRS-Land_v001_NPP13C1_S-NPP_20220101_c20240126162652.nc`\n", + "`s3://noaa-cdr-ndvi-pds/data/2022/VIIRS-Land_v001_NPP13C1_S-NPP_20220101_c20240126162652.nc`\n", "\n", "We can take advantage of the pattern to search for the data file systematically. \n", "\n", @@ -348,7 +348,7 @@ "> Satellite platform: `S-NPP` (*NOAA-20 in 2024, so dependent on the satellite era*)\n", "> Date of the data: `20220101` \n", "> Processing time: `c20240126162652` (*This will change for each file based on when the file was processed*) \n", - "> File format: `.nc` (*netCDR-4 format*)\n", + "> File format: `.nc` (*netCDF-4 format*)\n", "\n", "In other words, if we are looking for the data of a specific day, we can easily locate where the file might be. \n", "\n", @@ -979,7 +979,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From d15aded633b2fb97e747f5f78c43b71fcbec1e4a Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 18:40:26 +0200 Subject: [PATCH 06/18] FIX #100. Updated sdfc import in extreme_functions.py helper script in student directory. --- .../W2D3_ExtremesandVariability/student/extremes_functions.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tutorials/W2D3_ExtremesandVariability/student/extremes_functions.py b/tutorials/W2D3_ExtremesandVariability/student/extremes_functions.py index 852023e85..8e19f9b5f 100644 --- a/tutorials/W2D3_ExtremesandVariability/student/extremes_functions.py +++ b/tutorials/W2D3_ExtremesandVariability/student/extremes_functions.py @@ -1,8 +1,8 @@ import numpy as np -import SDFC as sd import xarray as xr import matplotlib.pyplot as plt import texttable as tt +import sdfc_classes as sd import warnings warnings.filterwarnings('ignore') From 1fd6de55fea441f3f35774deaeadda9b54897b72 Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 18:48:28 +0200 Subject: [PATCH 07/18] FIX #101. Typo corrected: 20 and 22 instead of 14 and 16. --- .../W2D3_Tutorial1.ipynb | 48 ++++--------------- 1 file changed, 10 insertions(+), 38 deletions(-) diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial1.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial1.ipynb index 7d7f1c54b..7d46a5ba4 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial1.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial1.ipynb @@ -67,7 +67,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -87,8 +86,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -117,7 +115,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "tags": [] }, "outputs": [], @@ -135,8 +132,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -165,7 +161,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "tags": [] }, "outputs": [], @@ -222,8 +217,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -236,7 +230,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "pycharm": { "name": "#%%\n" }, @@ -260,8 +253,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -293,7 +285,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -312,7 +303,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -342,7 +332,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -377,7 +366,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -404,7 +392,7 @@ " Click here for a description of the plot \n", "Histogram plot of the annual maximum daily precipitation in millimeters per day. The horizontal axis of the histogram represents the data's range via bins, while the vertical axis represents the frequency of occurrences within each interval by counting the number of data points that fall into each bin. \n", "By visually inspecting the histogram we get an impression of the shape, central tendency, and spread of the dataset. \n", - "The bin with the largest amount of occurrences shows 12 counts of annual maximum daily precipitation between 14 and 16 millimeters per day. \n", + "The bin with the largest amount of occurrences shows 12 counts of annual maximum daily precipitation between 20 and 22 millimeters per day. \n", "Bins that show at least one count range from 14 millimeters per day to 60 millimeters per day. \n", "" ] @@ -424,7 +412,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -443,7 +430,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -455,7 +441,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -499,7 +484,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -512,7 +496,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -525,7 +508,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -553,7 +535,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -617,7 +598,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -641,7 +621,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -668,9 +647,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "fig, ax = plt.subplots()\n", @@ -704,7 +681,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -754,8 +730,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -776,9 +751,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# to_remove explanation\n", @@ -791,8 +764,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -852,7 +824,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From d2545528cbd6147e282cfd359d7f71185c0477a2 Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 18:50:11 +0200 Subject: [PATCH 08/18] FIX #102. Typo corrected 200 instead of 20 year event. --- .../W2D3_Tutorial4.ipynb | 52 +++++-------------- 1 file changed, 12 insertions(+), 40 deletions(-) diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial4.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial4.ipynb index 21bd2ea25..c291cae98 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial4.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial4.ipynb @@ -70,7 +70,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "executionInfo": { "elapsed": 2204, "status": "ok", @@ -101,8 +100,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -131,7 +129,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "tags": [] }, "outputs": [], @@ -149,8 +146,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -179,7 +175,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "tags": [] }, "outputs": [], @@ -236,8 +231,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -250,7 +244,6 @@ "execution_count": null, "metadata": { "cellView": "form", - "execution": {}, "pycharm": { "name": "#%%\n" }, @@ -274,8 +267,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -305,7 +297,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "executionInfo": { "elapsed": 530, "status": "ok", @@ -346,7 +337,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "executionInfo": { "elapsed": 267, "status": "ok", @@ -380,7 +370,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -403,7 +392,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "executionInfo": { "elapsed": 7, "status": "ok", @@ -434,7 +422,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -457,7 +444,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "executionInfo": { "elapsed": 188, "status": "ok", @@ -479,7 +465,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "executionInfo": { "elapsed": 2, "status": "ok", @@ -513,7 +498,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "executionInfo": { "elapsed": 784, "status": "ok", @@ -548,7 +532,7 @@ "source": [ "
\n", " Click to see a description of the plot \n", - "Return levels versus return periods calculated from fitted GEV parameters and equal-spaced periods, log scaled on the x-axis. Hence, we can easily access the return level for an X-year event, e.g. 20 year-event corresponds to an annual maximum precipitation of 70 millimeters per day.\n", + "Return levels versus return periods calculated from fitted GEV parameters and equal-spaced periods, log scaled on the x-axis. Hence, we can easily access the return level for an X-year event, e.g. 200-year event corresponds to an annual maximum precipitation of 70 millimeters per day.\n", "
" ] }, @@ -574,7 +558,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -608,9 +591,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# setup plots\n", @@ -639,7 +620,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "executionInfo": { "elapsed": 357, "status": "ok", @@ -684,8 +664,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -707,9 +686,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# to_remove explanation\n", @@ -722,8 +699,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -756,9 +732,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# initalize list to store parameters from samples\n", @@ -811,7 +785,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "tags": [] }, "outputs": [], @@ -870,8 +843,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -931,7 +903,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From e20ad8810f25b9304ba5073c9589da64e2c957bc Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 18:54:54 +0200 Subject: [PATCH 09/18] FIX #105. Added missing feedback widgets. --- .../W2D3_Intro.ipynb | 57 +++++++++++++++++-- 1 file changed, 52 insertions(+), 5 deletions(-) diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Intro.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Intro.ipynb index 2938781eb..0562b46cd 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Intro.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Intro.ipynb @@ -63,6 +63,33 @@ "4. Characterize extreme events (e.g. precipitation, sea level height, and heat) by these probabilities and prescribed thresholds.\n" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "abc21da9-5eec-41e0-ba56-271a511ef335", + "metadata": {}, + "outputs": [], + "source": [ + "# @title Install and import feedback gadget\n", + "\n", + "!pip3 install vibecheck datatops --quiet\n", + "\n", + "from vibecheck import DatatopsContentReviewContainer\n", + "def content_review(notebook_section: str):\n", + " return DatatopsContentReviewContainer(\n", + " \"\", # No text prompt\n", + " notebook_section,\n", + " {\n", + " \"url\": \"https://pmyvdlilci.execute-api.us-east-1.amazonaws.com/klab\",\n", + " \"name\": \"comptools_4clim\",\n", + " \"user_key\": \"l5jpxuee\",\n", + " },\n", + " ).render()\n", + "\n", + "\n", + "feedback_prefix = \"W2D3_Intro\"" + ] + }, { "cell_type": "markdown", "id": "061742f3", @@ -78,8 +105,7 @@ "execution_count": null, "id": "63305b4b", "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -131,6 +157,17 @@ "display(tabs)" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "8dc8fe9e-bf63-4bf1-b9e2-1bbaf9d65648", + "metadata": {}, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Extremes_in_a_Changing_Climate_Video\")" + ] + }, { "cell_type": "markdown", "id": "205d09de", @@ -146,8 +183,7 @@ "execution_count": null, "id": "4e34db65", "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -160,6 +196,17 @@ "print(f\"If you want to download the slides: https://osf.io/download/{link_id}/\")\n", "IFrame(src=f\"https://mfr.ca-1.osf.io/render?url=https://osf.io/{link_id}/?direct%26mode=render%26action=download%26mode=render\", width=854, height=480)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "996b5336-20a1-43df-8c49-005d1a307a90", + "metadata": {}, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Extremes_in_a_Changing_Climate_Slides\")" + ] } ], "metadata": { @@ -189,7 +236,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From 2d2afffda74d858e8736a35fef5563a205a5df5d Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 18:57:26 +0200 Subject: [PATCH 10/18] FIX #106. Removed duplicate plot with less inline comments. --- .../W2D3_Tutorial5.ipynb | 32 +------------------ 1 file changed, 1 insertion(+), 31 deletions(-) diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial5.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial5.ipynb index 45b13e3d9..59fdf966e 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial5.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial5.ipynb @@ -559,36 +559,6 @@ "ax.set_ylabel(\"Density\")" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "execution": {} - }, - "outputs": [], - "source": [ - "data_periods = []\n", - "for ind, yr in enumerate(range(30,120,30)):\n", - " data_periods.append(data.iloc[yr-30:yr])\n", - "\n", - "fig, ax = plt.subplots()\n", - "x = np.linspace(-200, 600, 1000)\n", - "\n", - "for ind, yr in enumerate(range(30,120,30)):\n", - " shape_period, loc_period, scale_period = gev.fit(data_periods[ind].ssh.values, 0)\n", - " ax.plot(\n", - " x,\n", - " gev.pdf(x, shape_period, loc=loc_period, scale=scale_period),\n", - " c=colors[ind],\n", - " lw=3,\n", - " label=f\"{1901+yr}-{1930+yr}\"\n", - ")\n", - "\n", - "ax.legend()\n", - "ax.set_xlabel(\"Annual Maximum Sea Surface Height (mm)\")\n", - "ax.set_ylabel(\"Density\")" - ] - }, { "cell_type": "markdown", "metadata": { @@ -785,7 +755,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From af8589cfb0e7becd8642e0def1c73890895a3107 Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 19:01:18 +0200 Subject: [PATCH 11/18] FIX #107. Updated references to W1D5 and W2D1 where CMIP6 data is downloaded for the first time. --- tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial6.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial6.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial6.ipynb index cdfac4926..a2a20897d 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial6.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial6.ipynb @@ -394,7 +394,7 @@ "# Section 1: Load CMIP6 Data\n", "\n", "\n", - "As in W2D1 (IPCC Physical Basis), you will be loading CMIP6 data from [Pangeo](https://pangeo.io/). In this way, you can access large amounts of climate model output that has been stored in the cloud. Here, we have already accessed the data of interest and collected it into a [.nc](https://en.wikipedia.org/wiki/NetCDF) file for you. However, the information on how to access this data directly is provided in the Resources section at the end of this notebook.\n", + "As in W1D5 and W2D1, you will be loading CMIP6 data from [Pangeo](https://pangeo.io/). In this way, you can access large amounts of climate model output that has been stored in the cloud. Here, we have already accessed the data of interest and collected it into a [.nc](https://en.wikipedia.org/wiki/NetCDF) file for you. However, the information on how to access this data directly is provided in the Resources section at the end of this notebook.\n", "\n", "You can learn more about CMIP, including additional methods to access CMIP data, through our [CMIP Resource Bank](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/CMIP/CMIP_resource_bank.md) and the [CMIP website](https://wcrp-cmip.org/)." ] @@ -1507,7 +1507,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From 5be1923f333590f3c3ce529c83b2433a8c843c7c Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Thu, 22 Aug 2024 19:04:07 +0200 Subject: [PATCH 12/18] FIX #108. Unit fix in plot description. --- tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial8.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial8.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial8.ipynb index 37c8a4053..25789286a 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial8.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial8.ipynb @@ -1201,7 +1201,7 @@ "source": [ "
\n", " Click here for a detailed description of the plot.\n", - "Time series of the wet-bulb globe temperature in $\\degree$C in India, New Delhi for three scenarios and the historical period, overlaid by the 100-year return level of certain periods, as computed over 1950-2014 (dot-dashed), 2015-2050 (dashed), and 2070-2100 (dotted). In summary, the return levels increase over time, only the blue scenario (SSP1-2.6) keeps it at a temporally constant level at the end of the century, while the more severe scenarios still show rising return levels. The SSP5-8.5, often called the 'business-as-usual' scenario due to omitted implementation of policies, shows a return level of 36 $\\degree$C for 100-year events, 3 years more than the SSP2-4.5 scenario.\n", + "Time series of the wet-bulb globe temperature in $\\degree$C in India, New Delhi for three scenarios and the historical period, overlaid by the 100-year return level of certain periods, as computed over 1950-2014 (dot-dashed), 2015-2050 (dashed), and 2070-2100 (dotted). In summary, the return levels increase over time, only the blue scenario (SSP1-2.6) keeps it at a temporally constant level at the end of the century, while the more severe scenarios still show rising return levels. The SSP5-8.5, often called the 'business-as-usual' scenario due to omitted implementation of policies, shows a return level of 36 $\\degree$C for 100-year events, 3 degrees Celsius more than the SSP2-4.5 scenario.\n", "
" ] }, @@ -1895,7 +1895,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From b58d061a93c32417e234dfaef1f307eb652408dd Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Sun, 25 Aug 2024 14:19:42 +0200 Subject: [PATCH 13/18] FIX #104. Updated reference to T2. --- .../W1D5_IntroductiontoClimateModeling/W1D5_Tutorial3.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tutorials/W1D5_IntroductiontoClimateModeling/W1D5_Tutorial3.ipynb b/tutorials/W1D5_IntroductiontoClimateModeling/W1D5_Tutorial3.ipynb index ecf9c707d..48edcfbbe 100644 --- a/tutorials/W1D5_IntroductiontoClimateModeling/W1D5_Tutorial3.ipynb +++ b/tutorials/W1D5_IntroductiontoClimateModeling/W1D5_Tutorial3.ipynb @@ -853,7 +853,7 @@ "execution": {} }, "source": [ - "# Section 2: Revisiting the Climate Change Scenario from Tutorial 3\n" + "# Section 2: Revisiting the Climate Change Scenario from Tutorial 2\n" ] }, { @@ -1528,7 +1528,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From 6a865afd569c7e0a5a6e7711b77ce3d19e4217dd Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Sun, 25 Aug 2024 15:02:54 +0200 Subject: [PATCH 14/18] FIX #103. Replaced links with urls. --- .../W2D4_Tutorial1.ipynb | 59 +++++------------ .../W2D4_Tutorial4.ipynb | 66 ++++++------------- 2 files changed, 37 insertions(+), 88 deletions(-) diff --git a/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb b/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb index af291f6cc..71addbfc3 100644 --- a/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb +++ b/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb @@ -67,7 +67,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "pycharm": { "name": "#%%\n" } @@ -86,8 +85,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -115,8 +113,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -133,8 +130,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -163,8 +159,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -228,8 +223,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -243,7 +237,6 @@ "metadata": { "cellView": "form", "editable": true, - "execution": {}, "slideshow": { "slide_type": "" }, @@ -267,8 +260,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -388,7 +380,7 @@ "execution": {} }, "source": [ - "

W2D4_Tutorial1_climatebench_Scenario

" + "

W2D4_Tutorial1_climatebench_Scenario

" ] }, { @@ -421,9 +413,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "#Load Dataset\n", @@ -452,9 +442,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "print(training_data.shape)" @@ -474,9 +462,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "training_data" @@ -506,9 +492,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "training_data.isnull().sum()" @@ -546,9 +530,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# Create a xarray dataset from the pandas dataframe\n", @@ -563,9 +545,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# create geoaxes\n", @@ -626,9 +606,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "def plot_spatial_distribution(data, col_name, c_label):\n", @@ -677,9 +655,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# to_remove solution\n", @@ -743,8 +719,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -874,7 +849,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, diff --git a/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial4.ipynb b/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial4.ipynb index e500d33ee..9fd2d6708 100644 --- a/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial4.ipynb +++ b/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial4.ipynb @@ -58,7 +58,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "execution": {}, "pycharm": { "name": "#%%\n" } @@ -82,8 +81,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -111,8 +109,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -129,8 +126,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -150,8 +146,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -180,8 +175,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -284,8 +278,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -349,8 +342,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -362,8 +354,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -383,8 +374,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -422,15 +412,13 @@ "\n", "We will take our random forest model that was trained on data from the region in the blue box and see if it can work well using lat/lon locations that come from the red box. We already have the data from the blue box region loaded, so now we just need to load the data from the red box.\n", "\n", - "

W2D4_Tutorial4_map

" + "

W2D4_Tutorial4_map

" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# Loading the new Spatial test data\n", @@ -455,9 +443,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# plot spatial distribution of temperature anomalies for 2015\n", @@ -487,9 +473,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "rf_regressor = RandomForestRegressor(random_state=42, n_estimators=80, max_depth=50)\n", @@ -513,9 +497,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "spatial_test_score = rf_regressor.score(spatial_test_data,spatial_test_target)\n", @@ -545,9 +527,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "def scatter_plot_predicted_vs_true(spatial_test_data, true_values):\n", @@ -590,9 +570,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# to_remove solution\n", @@ -638,8 +616,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -663,9 +640,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "execution": {} - }, + "metadata": {}, "outputs": [], "source": [ "# to_remove explanation\n", @@ -684,8 +659,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form", - "execution": {} + "cellView": "form" }, "outputs": [], "source": [ @@ -751,7 +725,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.18" } }, "nbformat": 4, From aaf7fb4644ccaeabfda25a30cb9fa2e06fe756c3 Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Sun, 25 Aug 2024 15:05:49 +0200 Subject: [PATCH 15/18] FIX #109. Removed set_seed() fct as it not used. --- .../W2D4_Tutorial1.ipynb | 29 ------------------- 1 file changed, 29 deletions(-) diff --git a/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb b/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb index 71addbfc3..5f86753d1 100644 --- a/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb +++ b/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb @@ -126,35 +126,6 @@ ")" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "cellView": "form" - }, - "outputs": [], - "source": [ - "# @title Set random seed\n", - "\n", - "# @markdown Executing `set_seed(seed=seed)` you are setting the seed\n", - "\n", - "# Call `set_seed` function in the exercises to ensure reproducibility.\n", - "import random\n", - "import numpy as np\n", - "\n", - "def set_seed(seed=None):\n", - " if seed is None:\n", - " seed = np.random.choice(2 ** 32)\n", - " random.seed(seed)\n", - " np.random.seed(seed)\n", - " print(f'Random seed {seed} has been set.')\n", - "\n", - "# Set a global seed value for reproducibility\n", - "random_state = 42 # change 42 with any number you like\n", - "\n", - "set_seed(seed=random_state)" - ] - }, { "cell_type": "code", "execution_count": null, From c039a0ec521b6c871683521e5c15d04321b7629c Mon Sep 17 00:00:00 2001 From: Paul Heubel Date: Sun, 25 Aug 2024 15:57:00 +0200 Subject: [PATCH 16/18] FIX #111. Added artwork with correct title and replaced link in chapter title. --- ...onomicsofClimateChange-Sloane_Garelick.svg | 363 ++++++++++++++++++ .../chapter_title.md | 4 +- 2 files changed, 365 insertions(+), 2 deletions(-) create mode 100644 tutorials/Art/W2D2_TheSocioeconomicsofClimateChange-Sloane_Garelick.svg diff --git a/tutorials/Art/W2D2_TheSocioeconomicsofClimateChange-Sloane_Garelick.svg b/tutorials/Art/W2D2_TheSocioeconomicsofClimateChange-Sloane_Garelick.svg new file mode 100644 index 000000000..6990c9e2b --- /dev/null +++ b/tutorials/Art/W2D2_TheSocioeconomicsofClimateChange-Sloane_Garelick.svg @@ -0,0 +1,363 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +The Socioeconomics of Climate Change diff --git a/tutorials/W2D2_TheSocioeconomicsofClimateChange/chapter_title.md b/tutorials/W2D2_TheSocioeconomicsofClimateChange/chapter_title.md index ec8f9f7ef..4965a17ad 100644 --- a/tutorials/W2D2_TheSocioeconomicsofClimateChange/chapter_title.md +++ b/tutorials/W2D2_TheSocioeconomicsofClimateChange/chapter_title.md @@ -1,7 +1,7 @@ -# Future Climate - IPCC II & III Socio-Economic Basis +# Future Climate - The Socioeconomics of Climate Change ````{div} full-height - art relevant to chapter contents + art relevant to chapter contents ```` *Artwork by Sloane Garelick* \ No newline at end of file From fc232afd046d5b003f86d95982cb77da79dd60b6 Mon Sep 17 00:00:00 2001 From: Konstantine Tsafatinos Date: Mon, 11 Nov 2024 17:35:29 -0500 Subject: [PATCH 17/18] remove image headers --- .../W1D3_RemoteSensing/W1D3_Tutorial1.ipynb | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb index 43d4c0910..1efc35070 100644 --- a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb +++ b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb @@ -281,7 +281,7 @@ "- **Medium-Earth orbit** (approximately 2,000 to 35,500 km above Earth): this type of orbit is often used by the [Global Positioning System (GPS)](https://en.wikipedia.org/wiki/Global_Positioning_System) satellites.\n", "- **High-Earth orbit** (above 35,500 km above Earth): Satellites in this orbit are typically geostationary. They maintain a fixed position above a specific location on Earth's surface. NOAA, for instance, operates two geostationary satellites that provide observations of the western hemisphere every five minutes and targeted observations of severe weather events every 30 seconds.\n", "\n", - " ## ![Satellite images of NOAA's GOES-West (on the left) and GOES-East (on the right) full disk data on the day of summer solstice of 2022.](https://live.staticflickr.com/65535/48127127191_911a25f659_b.jpg) |\n", + "![Satellite images of NOAA's GOES-West (on the left) and GOES-East (on the right) full disk data on the day of summer solstice of 2022.](https://live.staticflickr.com/65535/48127127191_911a25f659_b.jpg)\n", "\n", " Satellite images of NOAA's GOES-West (on the left) and GOES-East (on the right) full disk data on the day of summer solstice of 2022. (Credit: [NOAA](https://live.staticflickr.com/65535/48127127191_911a25f659_b.jpg) )\n" ] @@ -314,13 +314,13 @@ "\n", "For instance, the Airborne Visible/Infrared Imaging Spectrometer ([AVIRIS](https://aviris.jpl.nasa.gov/)) shown below records data in 224 spectral channels. These sensors enable us to differentiate between various rock and mineral types, vegetation types, water quality, and other features.\n", "\n", - "## ![Sample image of AVIRIS over a lake and evaporation pond.](https://www.earthdata.nasa.gov/s3fs-public/imported/avcubebig.gif?VersionId=vB8vyHe0veiLvzKN37vSwnXUpe4WpOHa) |\n", + "![Sample image of AVIRIS over a lake and evaporation pond.](https://www.earthdata.nasa.gov/s3fs-public/imported/avcubebig.gif?VersionId=vB8vyHe0veiLvzKN37vSwnXUpe4WpOHa)\n", "\n", "(Credit: [NASA JPL](https://www.earthdata.nasa.gov/s3fs-public/imported/avcubebig.gif?VersionId=vB8vyHe0veiLvzKN37vSwnXUpe4WpOHa))\n", "\n", "**Radiometric resolution** quantifies the amount of information contained in each pixel and is often expressed as the number of bits representing the recorded energy. Each bit records an exponent of power 2. For instance, an 8-bit resolution equals $2^8$, implying that the sensor can utilize 256 potential digital values (0-255) to store information. The image below from NASA Earth Observatory illustrates how radiometric resolution affects the level of detail visible in remotely sensed data.\n", "\n", - "## ![Illustration of the impact of radiometric resoultion on remotely sensed data.](https://www.earthdata.nasa.gov/s3fs-public/2022-02/radiometric_resolution.png?VersionId=SUfbvvyRgjUqC1C5CoB2Br52GvwKq9iZ) |\n", + "![Illustration of the impact of radiometric resoultion on remotely sensed data.](https://www.earthdata.nasa.gov/s3fs-public/2022-02/radiometric_resolution.png?VersionId=SUfbvvyRgjUqC1C5CoB2Br52GvwKq9iZ)\n", "\n", "Credit: [NASA](https://www.earthdata.nasa.gov/s3fs-public/2022-02/radiometric_resolution.png?VersionId=SUfbvvyRgjUqC1C5CoB2Br52GvwKq9iZ)\n", "\n", @@ -405,7 +405,7 @@ "\n", "The answers to these questions bear significant implications for local water availability, thereby influencing crucial areas such as agriculture, wildlife conservation, and energy consumption.\n", "\n", - "## ![modis snow](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_snow.gif?raw=true)|\n", + "![modis snow](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_snow.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MOD10C1_M_SNOW)\n" ] @@ -426,7 +426,7 @@ "\n", "These applications have strong implications on communities through food security, culture activities, and other economic activities.\n", "\n", - "## ![modis ndvi](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_ndvi.gif?raw=true)|\n", + "![modis ndvi](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_ndvi.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MOD_NDVI_M)\n" ] @@ -449,7 +449,7 @@ "\n", "Clouds are one of the major sources of uncertainty in future climate projections. Satellite data is valuable to help us deepen our understanding of cloud processes to better incorporate the effects of clouds in climate models.\n", "\n", - "## ![modis cloud](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_cloud.gif?raw=true)|\n", + "![modis cloud](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_cloud.gif?raw=true)\n", "\n", "Cloud fraction, or the portion of a pixel covered by clouds. Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MODAL2_M_CLD_FR)\n" ] @@ -469,7 +469,7 @@ "- Quantify the variations in rainfall rates across different regions over time. This information can support water resource planning and management to meet the needs of local communities.\n", "- Investigate the frequency and potential causes of extreme rainfall events and examine their impacts on societal and natural systems. Examples include studying hurricanes and extreme rainfall events.\n", "\n", - "## ![rainfall](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_gpm_imerg_rainfall.gif?raw=true)|\n", + "![rainfall](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_gpm_imerg_rainfall.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/GPM_3IMERGM)\n" ] @@ -490,7 +490,7 @@ "- Monitoring SST is essential for studying large-scale ocean circulation and climate variability, such as the El Niño-Southern Oscillation (ENSO). Changes in SST patterns can provide valuable information about the occurrence and strength of ENSO events, which have significant impacts on global weather patterns.\n", "- SST plays a pivotal role in the study and prediction of tropical cyclones. Warm SST provides the necessary energy for the formation and intensification of tropical cyclones, making SST data critical for understanding and forecasting these powerful storm systems.\n", "\n", - "## ![modis sst](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_sst.gif?raw=true) |\n", + "## ![modis sst](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_sst.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MYD28M)\n" ] @@ -510,7 +510,7 @@ "- How have phytoplankton populations changed in response to shifting sea surface temperatures in different ocean basins?\n", "- By combining phytoplankton data with socioeconomic information, can we gain a comprehensive understanding of how the changing climate affects the fishing industry and the communities reliant on it.\n", "\n", - "## ![modis chl](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_chl.gif?raw=true) |\n", + "![modis chl](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_chl.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MY1DMM_CHLORA)\n" ] From 24e90bca2609ac8f747de821e0bc838e69f87d8f Mon Sep 17 00:00:00 2001 From: GitHub Action Date: Mon, 11 Nov 2024 23:16:36 +0000 Subject: [PATCH 18/18] Process tutorial notebooks --- .../W1D2_Tutorial6.ipynb | 90 +++++++++++++----- .../instructor/W1D2_Tutorial6.ipynb | 30 +++++- .../student/W1D2_Tutorial6.ipynb | 30 +++++- .../W1D3_RemoteSensing/W1D3_Tutorial1.ipynb | 7 +- .../W1D3_RemoteSensing/W1D3_Tutorial2.ipynb | 12 ++- .../W1D3_RemoteSensing/W1D3_Tutorial3.ipynb | 2 +- .../W1D3_RemoteSensing/W1D3_Tutorial4.ipynb | 53 +++++++++-- .../instructor/W1D3_Tutorial1.ipynb | 33 +++++-- .../instructor/W1D3_Tutorial2.ipynb | 28 +++++- .../instructor/W1D3_Tutorial3.ipynb | 6 +- .../instructor/W1D3_Tutorial4.ipynb | 6 +- .../student/W1D3_Tutorial1.ipynb | 33 +++++-- .../student/W1D3_Tutorial2.ipynb | 28 +++++- .../student/W1D3_Tutorial3.ipynb | 6 +- .../student/W1D3_Tutorial4.ipynb | 6 +- .../W1D5_Tutorial3.ipynb | 2 +- .../instructor/W1D5_Tutorial3.ipynb | 4 +- .../student/W1D5_Tutorial3.ipynb | 4 +- .../W2D2_Tutorial3.ipynb | 34 ++++--- .../W2D2_Tutorial4.ipynb | 52 +++++++--- .../instructor/W2D2_Tutorial3.ipynb | 4 +- .../instructor/W2D2_Tutorial4.ipynb | 15 +-- .../student/W2D2_Tutorial3.ipynb | 4 +- .../student/W2D2_Tutorial4.ipynb | 15 +-- .../W2D3_Intro.ipynb | 23 +++-- .../W2D3_Tutorial1.ipynb | 46 +++++++-- .../W2D3_Tutorial4.ipynb | 50 +++++++--- .../W2D3_Tutorial5.ipynb | 2 +- .../W2D3_Tutorial6.ipynb | 2 +- .../W2D3_Tutorial8.ipynb | 2 +- .../instructor/W2D3_Intro.ipynb | 60 +++++++++++- .../instructor/W2D3_Tutorial1.ipynb | 4 +- .../instructor/W2D3_Tutorial4.ipynb | 4 +- .../instructor/W2D3_Tutorial5.ipynb | 32 +------ .../instructor/W2D3_Tutorial6.ipynb | 4 +- .../instructor/W2D3_Tutorial8.ipynb | 4 +- .../W2D3_Tutorial1_Solution_e35d1bc8_2.png | Bin 130167 -> 130741 bytes .../W2D3_Tutorial4_Solution_c4127f14_2.png | Bin 115027 -> 115024 bytes .../W2D3_Tutorial6_Solution_b99eab92_6.png | Bin 229571 -> 229474 bytes .../student/W2D3_Intro.ipynb | 60 +++++++++++- .../student/W2D3_Tutorial1.ipynb | 4 +- .../student/W2D3_Tutorial4.ipynb | 4 +- .../student/W2D3_Tutorial5.ipynb | 32 +------ .../student/W2D3_Tutorial6.ipynb | 4 +- .../student/W2D3_Tutorial8.ipynb | 4 +- .../W2D4_Tutorial1.ipynb | 54 ++++++++--- .../W2D4_Tutorial4.ipynb | 64 +++++++++---- .../instructor/W2D4_Tutorial1.ipynb | 34 +------ .../instructor/W2D4_Tutorial4.ipynb | 4 +- .../student/W2D4_Tutorial1.ipynb | 34 +------ .../student/W2D4_Tutorial4.ipynb | 4 +- 51 files changed, 695 insertions(+), 344 deletions(-) diff --git a/tutorials/W1D2_Ocean-AtmosphereReanalysis/W1D2_Tutorial6.ipynb b/tutorials/W1D2_Ocean-AtmosphereReanalysis/W1D2_Tutorial6.ipynb index 040173f43..575b000b0 100644 --- a/tutorials/W1D2_Ocean-AtmosphereReanalysis/W1D2_Tutorial6.ipynb +++ b/tutorials/W1D2_Ocean-AtmosphereReanalysis/W1D2_Tutorial6.ipynb @@ -66,6 +66,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [ "colab" ] @@ -81,7 +82,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "import xarray as xr\n", @@ -98,7 +101,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -126,7 +130,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -153,7 +158,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -171,6 +177,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "tags": [] }, "outputs": [], @@ -226,7 +233,10 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "cellView": "form", + "execution": {} + }, "outputs": [], "source": [ "# @title Submit your feedback\n", @@ -238,6 +248,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "pycharm": { "name": "#%%\n" }, @@ -260,7 +271,10 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "cellView": "form", + "execution": {} + }, "outputs": [], "source": [ "# @title Submit your feedback\n", @@ -283,7 +297,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# import preprocessed ECCO data. This data is full depth temperature data over 1992 to 2016 (annual mean)\n", @@ -311,7 +327,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# Quick plot of the ocean temperature in Kelvin\n", @@ -332,7 +350,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# take the temporal mean over the period 1992 to 1994\n", @@ -354,7 +374,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# plot the zonal mean section of this data\n", @@ -394,7 +416,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "theta_area_int = (\n", @@ -405,7 +429,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# define reference density of salt water and the specific heat capacity\n", @@ -460,7 +486,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "area_of_ocean = (\n", @@ -490,7 +518,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# to_remove explanation\n", @@ -504,7 +534,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -535,7 +566,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# this cell may take a while to run!\n", @@ -617,7 +650,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "fig, ax = plt.subplots()\n", @@ -658,7 +693,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# to_remove explanation\n", @@ -672,7 +709,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -701,7 +739,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# first let's plot where heat is stored in the mean\n", @@ -755,7 +795,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# we already defined an object that's the mean over years 1992 to 1994 (subset_theta)\n", @@ -783,7 +825,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# plot 2 maps to compare changes in heat content in those two layers\n", @@ -902,7 +946,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D2_Ocean-AtmosphereReanalysis/instructor/W1D2_Tutorial6.ipynb b/tutorials/W1D2_Ocean-AtmosphereReanalysis/instructor/W1D2_Tutorial6.ipynb index 3091a8933..575b000b0 100644 --- a/tutorials/W1D2_Ocean-AtmosphereReanalysis/instructor/W1D2_Tutorial6.ipynb +++ b/tutorials/W1D2_Ocean-AtmosphereReanalysis/instructor/W1D2_Tutorial6.ipynb @@ -226,10 +226,23 @@ "tabs = widgets.Tab()\n", "tabs.children = tab_contents\n", "for i in range(len(tab_contents)):\n", - " tabs.set_title(i, video_ids[i][0])\n", + " tabs.set_title(i, video_ids[i][0])\n", "display(tabs)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Oceans_Role_in_Climate_Video\")" + ] + }, { "cell_type": "code", "execution_count": null, @@ -255,6 +268,19 @@ "IFrame(src=f\"https://mfr.ca-1.osf.io/render?url=https://osf.io/{link_id}/?direct%26mode=render%26action=download%26mode=render\", width=854, height=480)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Oceans_Role_in_Climate_Slides\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -920,7 +946,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D2_Ocean-AtmosphereReanalysis/student/W1D2_Tutorial6.ipynb b/tutorials/W1D2_Ocean-AtmosphereReanalysis/student/W1D2_Tutorial6.ipynb index f7b455f6d..7e5c426a6 100644 --- a/tutorials/W1D2_Ocean-AtmosphereReanalysis/student/W1D2_Tutorial6.ipynb +++ b/tutorials/W1D2_Ocean-AtmosphereReanalysis/student/W1D2_Tutorial6.ipynb @@ -226,10 +226,23 @@ "tabs = widgets.Tab()\n", "tabs.children = tab_contents\n", "for i in range(len(tab_contents)):\n", - " tabs.set_title(i, video_ids[i][0])\n", + " tabs.set_title(i, video_ids[i][0])\n", "display(tabs)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Oceans_Role_in_Climate_Video\")" + ] + }, { "cell_type": "code", "execution_count": null, @@ -255,6 +268,19 @@ "IFrame(src=f\"https://mfr.ca-1.osf.io/render?url=https://osf.io/{link_id}/?direct%26mode=render%26action=download%26mode=render\", width=854, height=480)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Oceans_Role_in_Climate_Slides\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -912,7 +938,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb index 1efc35070..6be5170b8 100644 --- a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb +++ b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial1.ipynb @@ -364,7 +364,10 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "cellView": "form", + "execution": {} + }, "outputs": [], "source": [ "# @title Submit your feedback\n", @@ -559,7 +562,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial2.ipynb b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial2.ipynb index df1dfaf37..96515c1b3 100644 --- a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial2.ipynb +++ b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial2.ipynb @@ -318,7 +318,10 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "cellView": "form", + "execution": {} + }, "outputs": [], "source": [ "# @title Submit your feedback\n", @@ -504,7 +507,10 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "cellView": "form", + "execution": {} + }, "outputs": [], "source": [ "# @title Submit your feedback\n", @@ -556,7 +562,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial3.ipynb b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial3.ipynb index d81f00c6f..00d8eb08a 100644 --- a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial3.ipynb +++ b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial3.ipynb @@ -979,7 +979,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial4.ipynb b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial4.ipynb index aec2dcc5d..e8cdccd7c 100644 --- a/tutorials/W1D3_RemoteSensing/W1D3_Tutorial4.ipynb +++ b/tutorials/W1D3_RemoteSensing/W1D3_Tutorial4.ipynb @@ -64,6 +64,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [ "colab" ] @@ -93,6 +94,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -113,7 +115,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -142,6 +145,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "tags": [] }, "outputs": [], @@ -159,7 +163,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -171,7 +176,7 @@ " #print(user_temp_cache)\n", " # set pooch logger to print only warnings such that redundant downloading is avoided\n", " pooch.get_logger().setLevel(\"WARNING\")\n", - " \n", + "\n", " if os.path.exists(os.path.join(shared_location, filename)):\n", " file = os.path.join(shared_location, filename)\n", " else:\n", @@ -190,6 +195,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "tags": [] }, "outputs": [], @@ -246,7 +252,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -259,6 +266,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "pycharm": { "name": "#%%\n" }, @@ -282,7 +290,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -328,6 +337,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -345,6 +355,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -366,6 +377,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -400,6 +412,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -421,6 +434,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -440,6 +454,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -469,6 +484,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -509,6 +525,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -533,6 +550,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -592,6 +610,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -616,6 +635,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -647,7 +667,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -678,6 +699,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -694,7 +716,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -734,6 +757,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -782,6 +806,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -806,6 +831,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -828,6 +854,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -882,6 +909,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -900,7 +928,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -921,6 +950,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -967,6 +997,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -1000,6 +1031,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -1047,7 +1079,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -1118,7 +1151,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial1.ipynb b/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial1.ipynb index dd6580db5..4a2c7499b 100644 --- a/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial1.ipynb +++ b/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial1.ipynb @@ -281,7 +281,7 @@ "- **Medium-Earth orbit** (approximately 2,000 to 35,500 km above Earth): this type of orbit is often used by the [Global Positioning System (GPS)](https://en.wikipedia.org/wiki/Global_Positioning_System) satellites.\n", "- **High-Earth orbit** (above 35,500 km above Earth): Satellites in this orbit are typically geostationary. They maintain a fixed position above a specific location on Earth's surface. NOAA, for instance, operates two geostationary satellites that provide observations of the western hemisphere every five minutes and targeted observations of severe weather events every 30 seconds.\n", "\n", - " ## ![Satellite images of NOAA's GOES-West (on the left) and GOES-East (on the right) full disk data on the day of summer solstice of 2022.](https://live.staticflickr.com/65535/48127127191_911a25f659_b.jpg) |\n", + "![Satellite images of NOAA's GOES-West (on the left) and GOES-East (on the right) full disk data on the day of summer solstice of 2022.](https://live.staticflickr.com/65535/48127127191_911a25f659_b.jpg)\n", "\n", " Satellite images of NOAA's GOES-West (on the left) and GOES-East (on the right) full disk data on the day of summer solstice of 2022. (Credit: [NOAA](https://live.staticflickr.com/65535/48127127191_911a25f659_b.jpg) )\n" ] @@ -314,13 +314,13 @@ "\n", "For instance, the Airborne Visible/Infrared Imaging Spectrometer ([AVIRIS](https://aviris.jpl.nasa.gov/)) shown below records data in 224 spectral channels. These sensors enable us to differentiate between various rock and mineral types, vegetation types, water quality, and other features.\n", "\n", - "## ![Sample image of AVIRIS over a lake and evaporation pond.](https://www.earthdata.nasa.gov/s3fs-public/imported/avcubebig.gif?VersionId=vB8vyHe0veiLvzKN37vSwnXUpe4WpOHa) |\n", + "![Sample image of AVIRIS over a lake and evaporation pond.](https://www.earthdata.nasa.gov/s3fs-public/imported/avcubebig.gif?VersionId=vB8vyHe0veiLvzKN37vSwnXUpe4WpOHa)\n", "\n", "(Credit: [NASA JPL](https://www.earthdata.nasa.gov/s3fs-public/imported/avcubebig.gif?VersionId=vB8vyHe0veiLvzKN37vSwnXUpe4WpOHa))\n", "\n", "**Radiometric resolution** quantifies the amount of information contained in each pixel and is often expressed as the number of bits representing the recorded energy. Each bit records an exponent of power 2. For instance, an 8-bit resolution equals $2^8$, implying that the sensor can utilize 256 potential digital values (0-255) to store information. The image below from NASA Earth Observatory illustrates how radiometric resolution affects the level of detail visible in remotely sensed data.\n", "\n", - "## ![Illustration of the impact of radiometric resoultion on remotely sensed data.](https://www.earthdata.nasa.gov/s3fs-public/2022-02/radiometric_resolution.png?VersionId=SUfbvvyRgjUqC1C5CoB2Br52GvwKq9iZ) |\n", + "![Illustration of the impact of radiometric resoultion on remotely sensed data.](https://www.earthdata.nasa.gov/s3fs-public/2022-02/radiometric_resolution.png?VersionId=SUfbvvyRgjUqC1C5CoB2Br52GvwKq9iZ)\n", "\n", "Credit: [NASA](https://www.earthdata.nasa.gov/s3fs-public/2022-02/radiometric_resolution.png?VersionId=SUfbvvyRgjUqC1C5CoB2Br52GvwKq9iZ)\n", "\n", @@ -361,6 +361,19 @@ "\"\"\"" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Questions_1_3\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -395,7 +408,7 @@ "\n", "The answers to these questions bear significant implications for local water availability, thereby influencing crucial areas such as agriculture, wildlife conservation, and energy consumption.\n", "\n", - "## ![modis snow](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_snow.gif?raw=true)|\n", + "![modis snow](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_snow.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MOD10C1_M_SNOW)\n" ] @@ -416,7 +429,7 @@ "\n", "These applications have strong implications on communities through food security, culture activities, and other economic activities.\n", "\n", - "## ![modis ndvi](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_ndvi.gif?raw=true)|\n", + "![modis ndvi](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_ndvi.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MOD_NDVI_M)\n" ] @@ -439,7 +452,7 @@ "\n", "Clouds are one of the major sources of uncertainty in future climate projections. Satellite data is valuable to help us deepen our understanding of cloud processes to better incorporate the effects of clouds in climate models.\n", "\n", - "## ![modis cloud](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_cloud.gif?raw=true)|\n", + "![modis cloud](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_cloud.gif?raw=true)\n", "\n", "Cloud fraction, or the portion of a pixel covered by clouds. Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MODAL2_M_CLD_FR)\n" ] @@ -459,7 +472,7 @@ "- Quantify the variations in rainfall rates across different regions over time. This information can support water resource planning and management to meet the needs of local communities.\n", "- Investigate the frequency and potential causes of extreme rainfall events and examine their impacts on societal and natural systems. Examples include studying hurricanes and extreme rainfall events.\n", "\n", - "## ![rainfall](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_gpm_imerg_rainfall.gif?raw=true)|\n", + "![rainfall](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_gpm_imerg_rainfall.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/GPM_3IMERGM)\n" ] @@ -480,7 +493,7 @@ "- Monitoring SST is essential for studying large-scale ocean circulation and climate variability, such as the El Niño-Southern Oscillation (ENSO). Changes in SST patterns can provide valuable information about the occurrence and strength of ENSO events, which have significant impacts on global weather patterns.\n", "- SST plays a pivotal role in the study and prediction of tropical cyclones. Warm SST provides the necessary energy for the formation and intensification of tropical cyclones, making SST data critical for understanding and forecasting these powerful storm systems.\n", "\n", - "## ![modis sst](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_sst.gif?raw=true) |\n", + "## ![modis sst](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_sst.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MYD28M)\n" ] @@ -500,7 +513,7 @@ "- How have phytoplankton populations changed in response to shifting sea surface temperatures in different ocean basins?\n", "- By combining phytoplankton data with socioeconomic information, can we gain a comprehensive understanding of how the changing climate affects the fishing industry and the communities reliant on it.\n", "\n", - "## ![modis chl](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_chl.gif?raw=true) |\n", + "![modis chl](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_chl.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MY1DMM_CHLORA)\n" ] @@ -549,7 +562,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial2.ipynb b/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial2.ipynb index 92028a202..8596888e4 100644 --- a/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial2.ipynb +++ b/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial2.ipynb @@ -315,6 +315,19 @@ "\"\"\"" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Questions_1_2\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -491,6 +504,19 @@ "\"\"\"" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Questions_2_3\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -536,7 +562,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial3.ipynb b/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial3.ipynb index cfa341433..4b03da10d 100644 --- a/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial3.ipynb +++ b/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial3.ipynb @@ -331,7 +331,7 @@ "source": [ "If we go to the [cloud storage space (or a S3 bucket)](https://noaa-cdr-ndvi-pds.s3.amazonaws.com/index.html#data/) that hosts NOAA NDVI CDR data, you will see the pattern of how the NOAA NDVI CDR is organized:\n", "\n", - "`s3://noaa-cdr-ndvi-pds/data/2024/VIIRS-Land_v001_NPP13C1_S-NPP_20220101_c20240126162652.nc`\n", + "`s3://noaa-cdr-ndvi-pds/data/2022/VIIRS-Land_v001_NPP13C1_S-NPP_20220101_c20240126162652.nc`\n", "\n", "We can take advantage of the pattern to search for the data file systematically. \n", "\n", @@ -348,7 +348,7 @@ "> Satellite platform: `S-NPP` (*NOAA-20 in 2024, so dependent on the satellite era*)\n", "> Date of the data: `20220101` \n", "> Processing time: `c20240126162652` (*This will change for each file based on when the file was processed*) \n", - "> File format: `.nc` (*netCDR-4 format*)\n", + "> File format: `.nc` (*netCDF-4 format*)\n", "\n", "In other words, if we are looking for the data of a specific day, we can easily locate where the file might be. \n", "\n", @@ -983,7 +983,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial4.ipynb b/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial4.ipynb index c6e984e4d..230370f04 100644 --- a/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial4.ipynb +++ b/tutorials/W1D3_RemoteSensing/instructor/W1D3_Tutorial4.ipynb @@ -173,6 +173,9 @@ "def pooch_load(filelocation=None, filename=None, processor=None):\n", " shared_location = \"/home/jovyan/shared/data/tutorials/W1D3_RemoteSensing\" # this is different for each day\n", " user_temp_cache = tempfile.gettempdir()\n", + " #print(user_temp_cache)\n", + " # set pooch logger to print only warnings such that redundant downloading is avoided\n", + " pooch.get_logger().setLevel(\"WARNING\")\n", "\n", " if os.path.exists(os.path.join(shared_location, filename)):\n", " file = os.path.join(shared_location, filename)\n", @@ -440,6 +443,7 @@ "# this process will take ~ 5 minute to complete due to the number of data files.\n", "\n", "# file_ob = [pooch.retrieve('http://s3.amazonaws.com/'+file,known_hash=None ) for file in file_location]\n", + "\n", "file_ob = [\n", " pooch_load(filelocation=\"http://s3.amazonaws.com/\" + file, filename=file)\n", " for file in file_location\n", @@ -1151,7 +1155,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial1.ipynb b/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial1.ipynb index 84bd06e07..a1d14e455 100644 --- a/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial1.ipynb +++ b/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial1.ipynb @@ -281,7 +281,7 @@ "- **Medium-Earth orbit** (approximately 2,000 to 35,500 km above Earth): this type of orbit is often used by the [Global Positioning System (GPS)](https://en.wikipedia.org/wiki/Global_Positioning_System) satellites.\n", "- **High-Earth orbit** (above 35,500 km above Earth): Satellites in this orbit are typically geostationary. They maintain a fixed position above a specific location on Earth's surface. NOAA, for instance, operates two geostationary satellites that provide observations of the western hemisphere every five minutes and targeted observations of severe weather events every 30 seconds.\n", "\n", - " ## ![Satellite images of NOAA's GOES-West (on the left) and GOES-East (on the right) full disk data on the day of summer solstice of 2022.](https://live.staticflickr.com/65535/48127127191_911a25f659_b.jpg) |\n", + "![Satellite images of NOAA's GOES-West (on the left) and GOES-East (on the right) full disk data on the day of summer solstice of 2022.](https://live.staticflickr.com/65535/48127127191_911a25f659_b.jpg)\n", "\n", " Satellite images of NOAA's GOES-West (on the left) and GOES-East (on the right) full disk data on the day of summer solstice of 2022. (Credit: [NOAA](https://live.staticflickr.com/65535/48127127191_911a25f659_b.jpg) )\n" ] @@ -314,13 +314,13 @@ "\n", "For instance, the Airborne Visible/Infrared Imaging Spectrometer ([AVIRIS](https://aviris.jpl.nasa.gov/)) shown below records data in 224 spectral channels. These sensors enable us to differentiate between various rock and mineral types, vegetation types, water quality, and other features.\n", "\n", - "## ![Sample image of AVIRIS over a lake and evaporation pond.](https://www.earthdata.nasa.gov/s3fs-public/imported/avcubebig.gif?VersionId=vB8vyHe0veiLvzKN37vSwnXUpe4WpOHa) |\n", + "![Sample image of AVIRIS over a lake and evaporation pond.](https://www.earthdata.nasa.gov/s3fs-public/imported/avcubebig.gif?VersionId=vB8vyHe0veiLvzKN37vSwnXUpe4WpOHa)\n", "\n", "(Credit: [NASA JPL](https://www.earthdata.nasa.gov/s3fs-public/imported/avcubebig.gif?VersionId=vB8vyHe0veiLvzKN37vSwnXUpe4WpOHa))\n", "\n", "**Radiometric resolution** quantifies the amount of information contained in each pixel and is often expressed as the number of bits representing the recorded energy. Each bit records an exponent of power 2. For instance, an 8-bit resolution equals $2^8$, implying that the sensor can utilize 256 potential digital values (0-255) to store information. The image below from NASA Earth Observatory illustrates how radiometric resolution affects the level of detail visible in remotely sensed data.\n", "\n", - "## ![Illustration of the impact of radiometric resoultion on remotely sensed data.](https://www.earthdata.nasa.gov/s3fs-public/2022-02/radiometric_resolution.png?VersionId=SUfbvvyRgjUqC1C5CoB2Br52GvwKq9iZ) |\n", + "![Illustration of the impact of radiometric resoultion on remotely sensed data.](https://www.earthdata.nasa.gov/s3fs-public/2022-02/radiometric_resolution.png?VersionId=SUfbvvyRgjUqC1C5CoB2Br52GvwKq9iZ)\n", "\n", "Credit: [NASA](https://www.earthdata.nasa.gov/s3fs-public/2022-02/radiometric_resolution.png?VersionId=SUfbvvyRgjUqC1C5CoB2Br52GvwKq9iZ)\n", "\n", @@ -356,6 +356,19 @@ "\n" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Questions_1_3\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -390,7 +403,7 @@ "\n", "The answers to these questions bear significant implications for local water availability, thereby influencing crucial areas such as agriculture, wildlife conservation, and energy consumption.\n", "\n", - "## ![modis snow](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_snow.gif?raw=true)|\n", + "![modis snow](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_snow.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MOD10C1_M_SNOW)\n" ] @@ -411,7 +424,7 @@ "\n", "These applications have strong implications on communities through food security, culture activities, and other economic activities.\n", "\n", - "## ![modis ndvi](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_ndvi.gif?raw=true)|\n", + "![modis ndvi](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_ndvi.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MOD_NDVI_M)\n" ] @@ -434,7 +447,7 @@ "\n", "Clouds are one of the major sources of uncertainty in future climate projections. Satellite data is valuable to help us deepen our understanding of cloud processes to better incorporate the effects of clouds in climate models.\n", "\n", - "## ![modis cloud](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_cloud.gif?raw=true)|\n", + "![modis cloud](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_cloud.gif?raw=true)\n", "\n", "Cloud fraction, or the portion of a pixel covered by clouds. Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MODAL2_M_CLD_FR)\n" ] @@ -454,7 +467,7 @@ "- Quantify the variations in rainfall rates across different regions over time. This information can support water resource planning and management to meet the needs of local communities.\n", "- Investigate the frequency and potential causes of extreme rainfall events and examine their impacts on societal and natural systems. Examples include studying hurricanes and extreme rainfall events.\n", "\n", - "## ![rainfall](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_gpm_imerg_rainfall.gif?raw=true)|\n", + "![rainfall](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_gpm_imerg_rainfall.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/GPM_3IMERGM)\n" ] @@ -475,7 +488,7 @@ "- Monitoring SST is essential for studying large-scale ocean circulation and climate variability, such as the El Niño-Southern Oscillation (ENSO). Changes in SST patterns can provide valuable information about the occurrence and strength of ENSO events, which have significant impacts on global weather patterns.\n", "- SST plays a pivotal role in the study and prediction of tropical cyclones. Warm SST provides the necessary energy for the formation and intensification of tropical cyclones, making SST data critical for understanding and forecasting these powerful storm systems.\n", "\n", - "## ![modis sst](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_sst.gif?raw=true) |\n", + "## ![modis sst](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_sst.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MYD28M)\n" ] @@ -495,7 +508,7 @@ "- How have phytoplankton populations changed in response to shifting sea surface temperatures in different ocean basins?\n", "- By combining phytoplankton data with socioeconomic information, can we gain a comprehensive understanding of how the changing climate affects the fishing industry and the communities reliant on it.\n", "\n", - "## ![modis chl](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_chl.gif?raw=true) |\n", + "![modis chl](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/W1D3_RemoteSensing/asset/img/t1_modis_chl.gif?raw=true)\n", "\n", "Credit: [NASA](https://earthobservatory.nasa.gov/global-maps/MY1DMM_CHLORA)\n" ] @@ -544,7 +557,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial2.ipynb b/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial2.ipynb index 632193e29..0f5845f03 100644 --- a/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial2.ipynb +++ b/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial2.ipynb @@ -309,6 +309,19 @@ "\n" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Questions_1_2\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -485,6 +498,19 @@ "\"\"\"" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Questions_2_3\")" + ] + }, { "cell_type": "markdown", "metadata": { @@ -530,7 +556,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial3.ipynb b/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial3.ipynb index 0c0301e1c..2ab14949d 100644 --- a/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial3.ipynb +++ b/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial3.ipynb @@ -331,7 +331,7 @@ "source": [ "If we go to the [cloud storage space (or a S3 bucket)](https://noaa-cdr-ndvi-pds.s3.amazonaws.com/index.html#data/) that hosts NOAA NDVI CDR data, you will see the pattern of how the NOAA NDVI CDR is organized:\n", "\n", - "`s3://noaa-cdr-ndvi-pds/data/2024/VIIRS-Land_v001_NPP13C1_S-NPP_20220101_c20240126162652.nc`\n", + "`s3://noaa-cdr-ndvi-pds/data/2022/VIIRS-Land_v001_NPP13C1_S-NPP_20220101_c20240126162652.nc`\n", "\n", "We can take advantage of the pattern to search for the data file systematically. \n", "\n", @@ -348,7 +348,7 @@ "> Satellite platform: `S-NPP` (*NOAA-20 in 2024, so dependent on the satellite era*)\n", "> Date of the data: `20220101` \n", "> Processing time: `c20240126162652` (*This will change for each file based on when the file was processed*) \n", - "> File format: `.nc` (*netCDR-4 format*)\n", + "> File format: `.nc` (*netCDF-4 format*)\n", "\n", "In other words, if we are looking for the data of a specific day, we can easily locate where the file might be. \n", "\n", @@ -927,7 +927,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial4.ipynb b/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial4.ipynb index 40b3f23ed..d9778ad65 100644 --- a/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial4.ipynb +++ b/tutorials/W1D3_RemoteSensing/student/W1D3_Tutorial4.ipynb @@ -173,6 +173,9 @@ "def pooch_load(filelocation=None, filename=None, processor=None):\n", " shared_location = \"/home/jovyan/shared/data/tutorials/W1D3_RemoteSensing\" # this is different for each day\n", " user_temp_cache = tempfile.gettempdir()\n", + " #print(user_temp_cache)\n", + " # set pooch logger to print only warnings such that redundant downloading is avoided\n", + " pooch.get_logger().setLevel(\"WARNING\")\n", "\n", " if os.path.exists(os.path.join(shared_location, filename)):\n", " file = os.path.join(shared_location, filename)\n", @@ -440,6 +443,7 @@ "# this process will take ~ 5 minute to complete due to the number of data files.\n", "\n", "# file_ob = [pooch.retrieve('http://s3.amazonaws.com/'+file,known_hash=None ) for file in file_location]\n", + "\n", "file_ob = [\n", " pooch_load(filelocation=\"http://s3.amazonaws.com/\" + file, filename=file)\n", " for file in file_location\n", @@ -1087,7 +1091,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D5_IntroductiontoClimateModeling/W1D5_Tutorial3.ipynb b/tutorials/W1D5_IntroductiontoClimateModeling/W1D5_Tutorial3.ipynb index 48edcfbbe..9e378a32d 100644 --- a/tutorials/W1D5_IntroductiontoClimateModeling/W1D5_Tutorial3.ipynb +++ b/tutorials/W1D5_IntroductiontoClimateModeling/W1D5_Tutorial3.ipynb @@ -1528,7 +1528,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D5_IntroductiontoClimateModeling/instructor/W1D5_Tutorial3.ipynb b/tutorials/W1D5_IntroductiontoClimateModeling/instructor/W1D5_Tutorial3.ipynb index da1904923..3dc2b95c6 100644 --- a/tutorials/W1D5_IntroductiontoClimateModeling/instructor/W1D5_Tutorial3.ipynb +++ b/tutorials/W1D5_IntroductiontoClimateModeling/instructor/W1D5_Tutorial3.ipynb @@ -857,7 +857,7 @@ "execution": {} }, "source": [ - "# Section 2: Revisiting the Climate Change Scenario from Tutorial 3\n" + "# Section 2: Revisiting the Climate Change Scenario from Tutorial 2\n" ] }, { @@ -1542,7 +1542,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W1D5_IntroductiontoClimateModeling/student/W1D5_Tutorial3.ipynb b/tutorials/W1D5_IntroductiontoClimateModeling/student/W1D5_Tutorial3.ipynb index a6bc8ea2b..fcca10b8d 100644 --- a/tutorials/W1D5_IntroductiontoClimateModeling/student/W1D5_Tutorial3.ipynb +++ b/tutorials/W1D5_IntroductiontoClimateModeling/student/W1D5_Tutorial3.ipynb @@ -800,7 +800,7 @@ "execution": {} }, "source": [ - "# Section 2: Revisiting the Climate Change Scenario from Tutorial 3\n" + "# Section 2: Revisiting the Climate Change Scenario from Tutorial 2\n" ] }, { @@ -1355,7 +1355,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial3.ipynb b/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial3.ipynb index f3206185c..8f309e248 100644 --- a/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial3.ipynb +++ b/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial3.ipynb @@ -56,7 +56,9 @@ "cell_type": "code", "execution_count": null, "id": "062c4b1a-6239-4644-a0dd-03fe1342fe99", - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# import\n", @@ -68,7 +70,8 @@ "execution_count": null, "id": "33ac31c0-ac52-447a-82d7-aec0b98dc6e6", "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -97,7 +100,8 @@ "execution_count": null, "id": "8b4722fe-cbd5-484a-be6d-96ed7aafbf62", "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -115,7 +119,8 @@ "execution_count": null, "id": "053ee0ea-d704-45c8-8b4b-aad17216710d", "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -143,7 +148,8 @@ "execution_count": null, "id": "5b50c362", "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -202,7 +208,8 @@ "execution_count": null, "id": "74b1c5e6-ed8f-4ca8-bbab-a0a6c417dced", "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -215,7 +222,8 @@ "execution_count": null, "id": "703ee8f2", "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -234,7 +242,8 @@ "execution_count": null, "id": "9fd96992-bab2-4494-aeb5-997cc8689746", "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -288,7 +297,9 @@ "cell_type": "code", "execution_count": null, "id": "c97e6d3d-1718-479b-a19a-ffc6a082347b", - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# to_remove explanation\n", @@ -309,7 +320,8 @@ "execution_count": null, "id": "867fc0d6-6802-4d3d-888b-be960ffd54e8", "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -374,7 +386,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial4.ipynb b/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial4.ipynb index 31aef30e2..d80afbecf 100644 --- a/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial4.ipynb +++ b/tutorials/W2D2_TheSocioeconomicsofClimateChange/W2D2_Tutorial4.ipynb @@ -63,6 +63,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "executionInfo": { "elapsed": 1460, "status": "ok", @@ -93,7 +94,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -121,7 +123,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -141,6 +144,7 @@ "code_folding": [ 0 ], + "execution": {}, "tags": [] }, "outputs": [], @@ -175,6 +179,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "tags": [] }, "outputs": [], @@ -232,7 +237,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -245,6 +251,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "pycharm": { "name": "#%%\n" }, @@ -268,7 +275,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -315,7 +323,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# Load SSP data from .csv file\n", @@ -340,7 +350,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "print(df.SCENARIO.unique()) # print all scenarios\n", @@ -374,7 +386,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -425,7 +438,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# put variables of interest in a list\n", @@ -542,7 +557,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# put variables of interest in a list\n", @@ -614,7 +631,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# put two variables of interest in a list\n", @@ -663,7 +682,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# to_remove solution\n", @@ -706,7 +727,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# to_remove explanation\n", @@ -726,7 +749,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -792,7 +816,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D2_TheSocioeconomicsofClimateChange/instructor/W2D2_Tutorial3.ipynb b/tutorials/W2D2_TheSocioeconomicsofClimateChange/instructor/W2D2_Tutorial3.ipynb index 227664d5a..69213a0ed 100644 --- a/tutorials/W2D2_TheSocioeconomicsofClimateChange/instructor/W2D2_Tutorial3.ipynb +++ b/tutorials/W2D2_TheSocioeconomicsofClimateChange/instructor/W2D2_Tutorial3.ipynb @@ -153,7 +153,7 @@ }, "outputs": [], "source": [ - "# @title Video 1: The IPCC's Transition Narratives and Project Modelling\n", + "# @title Video 1: Orienting inside a 'Climate Solution' Simulator\n", "\n", "from ipywidgets import widgets\n", "from IPython.display import YouTubeVideo\n", @@ -386,7 +386,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D2_TheSocioeconomicsofClimateChange/instructor/W2D2_Tutorial4.ipynb b/tutorials/W2D2_TheSocioeconomicsofClimateChange/instructor/W2D2_Tutorial4.ipynb index f4fa9fbd0..540692236 100644 --- a/tutorials/W2D2_TheSocioeconomicsofClimateChange/instructor/W2D2_Tutorial4.ipynb +++ b/tutorials/W2D2_TheSocioeconomicsofClimateChange/instructor/W2D2_Tutorial4.ipynb @@ -59,17 +59,6 @@ "# Setup" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "execution": {} - }, - "outputs": [], - "source": [ - "# installations ( uncomment and run this cell ONLY when using google colab or kaggle )" - ] - }, { "cell_type": "code", "execution_count": null, @@ -195,7 +184,7 @@ }, "outputs": [], "source": [ - "# @title Video 1: Transition Goals and Integrated Assessment Models\n", + "# @title Video 1: Shared Socioeconomic Pathways\n", "\n", "from ipywidgets import widgets\n", "from IPython.display import YouTubeVideo\n", @@ -829,7 +818,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D2_TheSocioeconomicsofClimateChange/student/W2D2_Tutorial3.ipynb b/tutorials/W2D2_TheSocioeconomicsofClimateChange/student/W2D2_Tutorial3.ipynb index b459f4e8f..a689db851 100644 --- a/tutorials/W2D2_TheSocioeconomicsofClimateChange/student/W2D2_Tutorial3.ipynb +++ b/tutorials/W2D2_TheSocioeconomicsofClimateChange/student/W2D2_Tutorial3.ipynb @@ -153,7 +153,7 @@ }, "outputs": [], "source": [ - "# @title Video 1: The IPCC's Transition Narratives and Project Modelling\n", + "# @title Video 1: Orienting inside a 'Climate Solution' Simulator\n", "\n", "from ipywidgets import widgets\n", "from IPython.display import YouTubeVideo\n", @@ -376,7 +376,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D2_TheSocioeconomicsofClimateChange/student/W2D2_Tutorial4.ipynb b/tutorials/W2D2_TheSocioeconomicsofClimateChange/student/W2D2_Tutorial4.ipynb index 6c1a1856c..f75ebb255 100644 --- a/tutorials/W2D2_TheSocioeconomicsofClimateChange/student/W2D2_Tutorial4.ipynb +++ b/tutorials/W2D2_TheSocioeconomicsofClimateChange/student/W2D2_Tutorial4.ipynb @@ -59,17 +59,6 @@ "# Setup" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "execution": {} - }, - "outputs": [], - "source": [ - "# installations ( uncomment and run this cell ONLY when using google colab or kaggle )" - ] - }, { "cell_type": "code", "execution_count": null, @@ -195,7 +184,7 @@ }, "outputs": [], "source": [ - "# @title Video 1: Transition Goals and Integrated Assessment Models\n", + "# @title Video 1: Shared Socioeconomic Pathways\n", "\n", "from ipywidgets import widgets\n", "from IPython.display import YouTubeVideo\n", @@ -787,7 +776,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Intro.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Intro.ipynb index 0562b46cd..2de2d8b90 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Intro.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Intro.ipynb @@ -67,7 +67,10 @@ "cell_type": "code", "execution_count": null, "id": "abc21da9-5eec-41e0-ba56-271a511ef335", - "metadata": {}, + "metadata": { + "cellView": "form", + "execution": {} + }, "outputs": [], "source": [ "# @title Install and import feedback gadget\n", @@ -105,7 +108,8 @@ "execution_count": null, "id": "63305b4b", "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -161,7 +165,10 @@ "cell_type": "code", "execution_count": null, "id": "8dc8fe9e-bf63-4bf1-b9e2-1bbaf9d65648", - "metadata": {}, + "metadata": { + "cellView": "form", + "execution": {} + }, "outputs": [], "source": [ "# @title Submit your feedback\n", @@ -183,7 +190,8 @@ "execution_count": null, "id": "4e34db65", "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -201,7 +209,10 @@ "cell_type": "code", "execution_count": null, "id": "996b5336-20a1-43df-8c49-005d1a307a90", - "metadata": {}, + "metadata": { + "cellView": "form", + "execution": {} + }, "outputs": [], "source": [ "# @title Submit your feedback\n", @@ -236,7 +247,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial1.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial1.ipynb index 7d46a5ba4..1a525691b 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial1.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial1.ipynb @@ -67,6 +67,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -86,7 +87,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -115,6 +117,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "tags": [] }, "outputs": [], @@ -132,7 +135,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -161,6 +165,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "tags": [] }, "outputs": [], @@ -217,7 +222,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -230,6 +236,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "pycharm": { "name": "#%%\n" }, @@ -253,7 +260,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -285,6 +293,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -303,6 +312,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -332,6 +342,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -366,6 +377,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -412,6 +424,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -430,6 +443,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -441,6 +455,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -484,6 +499,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -496,6 +512,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -508,6 +525,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -535,6 +553,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -598,6 +617,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -621,6 +641,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -647,7 +668,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "fig, ax = plt.subplots()\n", @@ -681,6 +704,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -730,7 +754,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -751,7 +776,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# to_remove explanation\n", @@ -764,7 +791,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -824,7 +852,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial4.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial4.ipynb index c291cae98..02069be70 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial4.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial4.ipynb @@ -70,6 +70,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "executionInfo": { "elapsed": 2204, "status": "ok", @@ -100,7 +101,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -129,6 +131,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "tags": [] }, "outputs": [], @@ -146,7 +149,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -175,6 +179,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "tags": [] }, "outputs": [], @@ -231,7 +236,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -244,6 +250,7 @@ "execution_count": null, "metadata": { "cellView": "form", + "execution": {}, "pycharm": { "name": "#%%\n" }, @@ -267,7 +274,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -297,6 +305,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "executionInfo": { "elapsed": 530, "status": "ok", @@ -337,6 +346,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "executionInfo": { "elapsed": 267, "status": "ok", @@ -370,6 +380,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -392,6 +403,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "executionInfo": { "elapsed": 7, "status": "ok", @@ -422,6 +434,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -444,6 +457,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "executionInfo": { "elapsed": 188, "status": "ok", @@ -465,6 +479,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "executionInfo": { "elapsed": 2, "status": "ok", @@ -498,6 +513,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "executionInfo": { "elapsed": 784, "status": "ok", @@ -558,6 +574,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -591,7 +608,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# setup plots\n", @@ -620,6 +639,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "executionInfo": { "elapsed": 357, "status": "ok", @@ -664,7 +684,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -686,7 +707,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# to_remove explanation\n", @@ -699,7 +722,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -732,7 +756,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# initalize list to store parameters from samples\n", @@ -785,6 +811,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "tags": [] }, "outputs": [], @@ -843,7 +870,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -903,7 +931,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial5.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial5.ipynb index 59fdf966e..2cacad236 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial5.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial5.ipynb @@ -755,7 +755,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial6.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial6.ipynb index a2a20897d..cd1eb1b2d 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial6.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial6.ipynb @@ -1507,7 +1507,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial8.ipynb b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial8.ipynb index 25789286a..92e03daa2 100644 --- a/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial8.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/W2D3_Tutorial8.ipynb @@ -1895,7 +1895,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Intro.ipynb b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Intro.ipynb index 0475d4b2e..4f57ae4a0 100644 --- a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Intro.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Intro.ipynb @@ -63,6 +63,36 @@ "4. Characterize extreme events (e.g. precipitation, sea level height, and heat) by these probabilities and prescribed thresholds.\n" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "abc21da9-5eec-41e0-ba56-271a511ef335", + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Install and import feedback gadget\n", + "\n", + "!pip3 install vibecheck datatops --quiet\n", + "\n", + "from vibecheck import DatatopsContentReviewContainer\n", + "def content_review(notebook_section: str):\n", + " return DatatopsContentReviewContainer(\n", + " \"\", # No text prompt\n", + " notebook_section,\n", + " {\n", + " \"url\": \"https://pmyvdlilci.execute-api.us-east-1.amazonaws.com/klab\",\n", + " \"name\": \"comptools_4clim\",\n", + " \"user_key\": \"l5jpxuee\",\n", + " },\n", + " ).render()\n", + "\n", + "\n", + "feedback_prefix = \"W2D3_Intro\"" + ] + }, { "cell_type": "markdown", "id": "061742f3", @@ -131,6 +161,20 @@ "display(tabs)" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "8dc8fe9e-bf63-4bf1-b9e2-1bbaf9d65648", + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Extremes_in_a_Changing_Climate_Video\")" + ] + }, { "cell_type": "markdown", "id": "205d09de", @@ -160,6 +204,20 @@ "print(f\"If you want to download the slides: https://osf.io/download/{link_id}/\")\n", "IFrame(src=f\"https://mfr.ca-1.osf.io/render?url=https://osf.io/{link_id}/?direct%26mode=render%26action=download%26mode=render\", width=854, height=480)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "996b5336-20a1-43df-8c49-005d1a307a90", + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Extremes_in_a_Changing_Climate_Slides\")" + ] } ], "metadata": { @@ -189,7 +247,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial1.ipynb b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial1.ipynb index d042cc944..221bc5869 100644 --- a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial1.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial1.ipynb @@ -404,7 +404,7 @@ " Click here for a description of the plot \n", "Histogram plot of the annual maximum daily precipitation in millimeters per day. The horizontal axis of the histogram represents the data's range via bins, while the vertical axis represents the frequency of occurrences within each interval by counting the number of data points that fall into each bin. \n", "By visually inspecting the histogram we get an impression of the shape, central tendency, and spread of the dataset. \n", - "The bin with the largest amount of occurrences shows 12 counts of annual maximum daily precipitation between 14 and 16 millimeters per day. \n", + "The bin with the largest amount of occurrences shows 12 counts of annual maximum daily precipitation between 20 and 22 millimeters per day. \n", "Bins that show at least one count range from 14 millimeters per day to 60 millimeters per day. \n", "" ] @@ -856,7 +856,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial4.ipynb b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial4.ipynb index 9069a07d1..1b0fca083 100644 --- a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial4.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial4.ipynb @@ -548,7 +548,7 @@ "source": [ "
\n", " Click to see a description of the plot \n", - "Return levels versus return periods calculated from fitted GEV parameters and equal-spaced periods, log scaled on the x-axis. Hence, we can easily access the return level for an X-year event, e.g. 20 year-event corresponds to an annual maximum precipitation of 70 millimeters per day.\n", + "Return levels versus return periods calculated from fitted GEV parameters and equal-spaced periods, log scaled on the x-axis. Hence, we can easily access the return level for an X-year event, e.g. 200-year event corresponds to an annual maximum precipitation of 70 millimeters per day.\n", "
" ] }, @@ -935,7 +935,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial5.ipynb b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial5.ipynb index 5d7531b83..3e14eb52f 100644 --- a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial5.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial5.ipynb @@ -559,36 +559,6 @@ "ax.set_ylabel(\"Density\")" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "execution": {} - }, - "outputs": [], - "source": [ - "data_periods = []\n", - "for ind, yr in enumerate(range(30,120,30)):\n", - " data_periods.append(data.iloc[yr-30:yr])\n", - "\n", - "fig, ax = plt.subplots()\n", - "x = np.linspace(-200, 600, 1000)\n", - "\n", - "for ind, yr in enumerate(range(30,120,30)):\n", - " shape_period, loc_period, scale_period = gev.fit(data_periods[ind].ssh.values, 0)\n", - " ax.plot(\n", - " x,\n", - " gev.pdf(x, shape_period, loc=loc_period, scale=scale_period),\n", - " c=colors[ind],\n", - " lw=3,\n", - " label=f\"{1901+yr}-{1930+yr}\"\n", - ")\n", - "\n", - "ax.legend()\n", - "ax.set_xlabel(\"Annual Maximum Sea Surface Height (mm)\")\n", - "ax.set_ylabel(\"Density\")" - ] - }, { "cell_type": "markdown", "metadata": { @@ -787,7 +757,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial6.ipynb b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial6.ipynb index 2a1d789b9..54cb5f3d4 100644 --- a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial6.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial6.ipynb @@ -394,7 +394,7 @@ "# Section 1: Load CMIP6 Data\n", "\n", "\n", - "As in W2D1 (IPCC Physical Basis), you will be loading CMIP6 data from [Pangeo](https://pangeo.io/). In this way, you can access large amounts of climate model output that has been stored in the cloud. Here, we have already accessed the data of interest and collected it into a [.nc](https://en.wikipedia.org/wiki/NetCDF) file for you. However, the information on how to access this data directly is provided in the Resources section at the end of this notebook.\n", + "As in W1D5 and W2D1, you will be loading CMIP6 data from [Pangeo](https://pangeo.io/). In this way, you can access large amounts of climate model output that has been stored in the cloud. Here, we have already accessed the data of interest and collected it into a [.nc](https://en.wikipedia.org/wiki/NetCDF) file for you. However, the information on how to access this data directly is provided in the Resources section at the end of this notebook.\n", "\n", "You can learn more about CMIP, including additional methods to access CMIP data, through our [CMIP Resource Bank](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/CMIP/CMIP_resource_bank.md) and the [CMIP website](https://wcrp-cmip.org/)." ] @@ -1513,7 +1513,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial8.ipynb b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial8.ipynb index 2cb62330b..0c34bb60b 100644 --- a/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial8.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/instructor/W2D3_Tutorial8.ipynb @@ -1201,7 +1201,7 @@ "source": [ "
\n", " Click here for a detailed description of the plot.\n", - "Time series of the wet-bulb globe temperature in $\\degree$C in India, New Delhi for three scenarios and the historical period, overlaid by the 100-year return level of certain periods, as computed over 1950-2014 (dot-dashed), 2015-2050 (dashed), and 2070-2100 (dotted). In summary, the return levels increase over time, only the blue scenario (SSP1-2.6) keeps it at a temporally constant level at the end of the century, while the more severe scenarios still show rising return levels. The SSP5-8.5, often called the 'business-as-usual' scenario due to omitted implementation of policies, shows a return level of 36 $\\degree$C for 100-year events, 3 years more than the SSP2-4.5 scenario.\n", + "Time series of the wet-bulb globe temperature in $\\degree$C in India, New Delhi for three scenarios and the historical period, overlaid by the 100-year return level of certain periods, as computed over 1950-2014 (dot-dashed), 2015-2050 (dashed), and 2070-2100 (dotted). In summary, the return levels increase over time, only the blue scenario (SSP1-2.6) keeps it at a temporally constant level at the end of the century, while the more severe scenarios still show rising return levels. The SSP5-8.5, often called the 'business-as-usual' scenario due to omitted implementation of policies, shows a return level of 36 $\\degree$C for 100-year events, 3 degrees Celsius more than the SSP2-4.5 scenario.\n", "
" ] }, @@ -1895,7 +1895,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/static/W2D3_Tutorial1_Solution_e35d1bc8_2.png b/tutorials/W2D3_ExtremesandVariability/static/W2D3_Tutorial1_Solution_e35d1bc8_2.png index d8e223623bb3e752582491b90a3bda864707339b..c17ee40e4ef80b3e727d72e4fa784a715da4c92c 100644 GIT binary patch literal 130741 zcmeFZbzGI(_b$rTtr%M{0E4oS5>SvX6%h&PMTbgBcc+1DNoncsmTnaR0RaUT9g>Si zV$pHO1pS`#x%b@j@9*5t{jJYd*vmKOJLec!1*!70&44`c}l zjuH_N{Oxk=D13A5UCUj9zX%9KAKa6-i<}*>wIb1}sT+1|KPh_o#p%m&;w&$%raV1Q z{Hy-)&9P%I|Ba0$IYTOaFZc3Qu``)D@xSQfAIXs<7Qfaw7jRn4L27mDRjB zLtYPA6V> z|M~q%EZ3i336B2v*ZXtv|C2c}v$WcO+$5>G;ToRK4BHo$203b1TFFgv<*uTCp>ZcA z+&=>T`gqs;&#wgkko*^aEq#c?q(Ak=VZ!u#uZ}J)FUxH#jbjr<&-q-qeV^BM{wB6d z(0(a#&|!wjda6yB-Js)LN=k~8voogHM18=rl|P(K&v$ixK=r=h@!t>i@dpYJvy-Qj zFtV}%Z%&aXCy9qn@YZXy>aR@x2k?;jWtZ^pN`x8r*abEcwf2W1o#6ylciKYSRQ zn9#*9sfJkpX@Y2nUiTJlNqExKnA zNuO(*>O&npy$q=s0hMBtsJzypAx$50P6b`vvoMo( zNr{Qc`cd&0=roaO#dvvnO=B}s-n~1mqoXsmGS$vwJuUxshwsla;XY=0dQJr^YLre3 zZM{85%fQ2<;<|$mEi&#)h9Me$kG)s79zY|$@(vhzxm2ihnF*`C@Dkd9Z zitvL6&j-q^Hivl#TtvkT3~%6~GjGUEq#r(f zlPFHzTfN$ANQM*GoJ^?8dd;AiovBst+fZL$ub(3b1AQERM>Ie_O_nB0wOA6Kx+=MX z=B+9z1Y#~i6Aa88L6CYT7u_3f%ZUrry^1*+>gR4q(3#DT6HjYtX%(6c-%qLBg{NAn zBR9Q}6UwAIA)oXoiho?CBl3I-Hc_|w@x|fs;bH%U{*NE;4!G{^koj2`&A4ta)<3*r zzBN~zA>v2X6-oMg%B0JrDM)^RSy|0?-yX$N+V;y#-sX2)y;H<#)EzrErkzsmA}QH| zA(nE1N%M+2^XEJV88~l#pxnn;N=mBGsOQ6Xt=?i&QzJb+Jw`sh{;BM0(;)$25fSp7 za_bp|S?}NHxwUzX#QuBr>Q(PKh|i_v<>wtFl$5$L#pig;e!8`*yUuiG)!9f(ze`uh zVh~j+wMg1roy&klZ)$Is`}FCPL05LvjmP1Msi~>Y_WrYP;l?H=36h!{0%?8b;8;~_ zZ?KefOh)o(y`Om5%IRl%<-5`Rj^1+&nDoh!S}%u@x3mS%YCSV1YHMrh!PZoZjDGMg zR3vZ?+6lD^?m69d2@t<}?V8t}y++KRM|KMkF_(TIDk@rMbN8+rwti!4OO?+fUu|!D zW4W#fybX=?6gkJE06spxjtYCrjm^#J?mR89(V*+}OiYgxMEp88mT~yanVj<*dj8B= zZ+=e-0T;0eM*aakJ$+qKXlN+5-rmu1|I&h2u6*hqta2`wx#WF`T}-bv8Y{TBonSrF zIW^W0s8a1xIo+9M_|0{>nG@eWDmpxieNJzjYKaRMn z`6mEAq4a!pb!l<&b`g_vcXSLRZgX=JuDn;7qf%%P&Z;9;h0Bml@=TVDO1~oX=21YA zQBVB8{~lvE>i#}05kPY3l1k#npJDcmClaP>T8;OXBs5+}jNO;#;ay8)@6*BFx zGa*c>WDb&og4G$()@Ix5<{8U>ZW(#5_TCw6j^wy=8QcgqxtlW z6tmTO(zOoGB_L=)PO`nd-I1lrIg02#K=er z{KC-CNd8f9<2%}4Pmki&Z3mJd#;Wk);)T7mS;M>qXS#BVXYee3wzJ(b0YMQF8H7}J zcT=Qdin!Kb%$=^g%haQIh_NgzEICfCr+(jwjT)5*M!cT zIb-l6-u7RhZHxx2ZHYgOD@oeO^VF7}#; zZz>GdVIoYgqtsIGw@?_w3@FSJDxHy|qX1HH=i1~W1FMeA6XJjv<;@9OjxD-R$I(=Oa{vI7X~ZK_I9_% z=jTn#C2KuN*_}77U?eRj|I>D$WG;Q*ms&8pIf9dsfk6zebK=w~Op0U_$=S2A={c^$ zpN|-K=iY-cib+Z;z(r6pQK;Yk5RRk?8g$4+IkFki{ttpi=4iN_0X97eTs*jRhVbao zbkm_K8W)Yo1I#A64pYPflL2&$LVPYa1E; zeE|Z|052#A{(Nxv{twF7{tW8BK6m`@k)Rp)FHhnBdl~+F8UCxwNHd@ReHqE#rCIRY zU*d+G|6XEBO5d-PKf$#-0+5#=1xSA{aTvW1VO9^$XIuL1x9I zQBl&NR(;?7gh6|<55`hmUEM2^`nS*Qr&GiKqp&mRFENJ{)c<;vpsU7colpDABPXwm ziig~kffQ)v8(V9T=M1M|r$qJklK5NgBfqZ_#LPDu`>$k-Ko%;oa%d$ZQ@b=Ao7cZ< z1iXCta;1Sb=J`jrzv`;!<&x>x*$X=~|J+`>2vs|fWd!;AUlC2$s4Tl7@m~68e-rg& zeO;Zw@Mrg=-Ob-Oar@u{$y*4Eril?T1(!4x71c(|sek_I*jXDgUF>diaQ=PV-JXZ$ z(ti^YQGCzSs`u`)?Kc;Rt6!PzY40A)eflaOFi?CB|EIdsp@s}}cCfOqdv#?+zA1$1 zB!9B=)@q%NjZG2M&Hwi!A3S()p%3bEv>Ge#b8~YuOlYlse*7z?dKd21QEqGM{^m_1 z6jb9)p^C6B_+K@|hVT$#Qc^5~f3iLTGY1o2BI)o*KKr)rYt?=vlc2eNeRA?g!Y0%=_@yQm!FFD~iH;r1-Q)t(@WPpO&XmJVB%^pBeejQnhyX0l>etVE;}a8N z0r30EcOl{_C~(8?=*ymQd0FxK^XKd-yFXWKK-I*%fPiO4j`sG-&XL8%#ZVHo;|Kct zJBm#;nKY}^jvqhHV>S5>IYFUe7Xu%knz^|-!aAIsoV>MeNJVGnRBfhT_#YsNa^6Vn zu@4_UcpGza&g@~;xjEU`+UauypL`@Zb>Y_KA1s~foT+PTD@b_j6<*j`fw4#4Ue5T!CC|bU6ugzjT?0bC$NP{Ot&R@EpC2~6Y6r3 zJUE)b%`%pY?&T(ahP)4Q#t+l)gMvuZOUyp)pOYh>Bu1*W)n95!WAUF8M!`ky)x0_7 zGxtB2Nix0Ju1Sohu2$pu=YLU-}2D!lPLUP8U9}?A`GOnJpdXNn2$ajwT99~Y^>tXz3LOV=;CRk?LK$! zPNl>YSmIioaM?f*)`zSqu{u@`O2;QYmuz1tlrMfn=7Rg%YW_~c^F2@zy9-; zL0jV6>-4m=B0F1a#p{_bpq@Q-k@bt6bCIzN-AcY@pw%O{st2H~*SDa%~u~>J=?@w?IqC&3L3;s13C?y~R#YM2c ze;nMT@cEDX*B*LHL&*^w9GnEDy1`(Dy_keV(Dfrnj_8AjNjmPFJkR{REm1U_$2z^t zb|E{$v`X3M61(h^C$Vbk>ZIi48Bm7mPqif}2A?c6z_vl*BsPZo^N7eUo;?RtCFG`Z zd_9$;#KnsjJ$-zzuaBR**>dXGvF~d`t~mfke|O^E=j%@zHW9kU|@Kh^FF36YYL(kv_mcR1Gh`T7RdcM0)|O&IQ(VM7q|^!4i_ zk@~yG%eVI)ns?xTefLx;JQ>-(wSJqj;oHs5jhrt-f-uOBRZyoL`cqhK?gzi8HE#^M zbDthhge4NzWo_V%jZctMqv0Q}_$H}g@Uu5ef_dr0F^0C=(b?JVt&1mvY$YYlwHDV< z;5IwG&u7pMPtPq_F~( z(M*p5Kq>U>rIYSIGSZb~=}IYS44uZ=OL5lYBaN!3;n0sgi>kcv)9sK>QWD+#S7x2- zwCM_4(e5on{viyaVvoyGJLU|n9kx_N10qt2UmCD0)Rr~N=Si|1!J6E(Wzme#MTRDA zb&v{Y2SoWNTZ*hr&VHiw()~BXXg{zqKlWA zIaOO&epvq2^vF~3{)%~UjsoqF<(z~#<7aD2QrFFQBU03D!`6HL*Ef!0Zkrfu)9**; zzJ1(+AX`YUB~k`>lI!&R!;zh>m!4wH^@vSaa=A*JBH~BHxT&*(mVfYUwC2=Refjbr zDJ7+;sc9y>1tD7>c{XxxBUDa$;yNv@A%yC5)#7XjHeOEKJ+F9AP`I+*l4i@0$5bzk zWAelvhe>qphFs(3RtCJca$+C2%q3z(Ug$P+S5nfKj9D!eksCK|BzNOPxh#Rk;T~Fi z!fA_Nu~n3Ebv+`$fzfknn%Q1-=CRez8S$O%+!);o4h+*sG(7tE->DAx>Dm@VnZ`cf z_iZ=Ud5GlL_qVkQY!?QvQqRnfXNcid=t^9~k93))En%k{wON&2D~faOUn;~rN+=3Q z?2k06jSqE`$1&tE$$?rho7I6za^SCI)VK_6zeS}D*6Kge~zZhM(wm# zKVKy#&%`o;F7>p66mvGsTG6Lk?Bf^gje4v`B_+4oQT4WOk~&D@~8dW>+kibV5RB5**V z>nOD+KV~=k`7vV^0A@|VTBU)>cqJPg$!^#=Swk$?0jVYgoqoLlsxCvL(jj=WZ|gb@jXol-W`6xLgPheDi`?fU`##`CAQo2x zWZR(Q0=9U_MRl?ts4)aV@;I&Mz9FV&wzak8y~P?e3g@ZA7MeDT#BSVR0kWr`TI4_pQR=F`t|Gg zOyzueU>GX_1Z`|-3As)w=%R+k|Ej%56F-eD1nviNn5#qFnF26s0#A>9-!!v;&Ddb5 zs#3#l_y}aoxQoEjby)+3y+vr5tJ@r|4>gX%Tw&LVik-6=Xk&AWk3;w&L8Q`y2d^Q6 zkB#EBo#3Sv5YT`r&(~tW4bRVKgHsp)QKyh2&|PF4L3s`~P=X}leM!U5#NEvqmH{9= z5M@|p+27xP$71Y}54GT+Z$qS%i~_aQLknw{R<$Z(asC`Y<6;$4QooSU|>kZ=i%*jPT$B4Nd?UPeZ!b*51zK z%lZ8KT}b5Gi3PV~!3TS|qn7h+@Sk7`t=0x?8G-BZokF+AiR`18T*rY6g;MnSub-b9 zo0|){QeYvVwyN#`aCqwtqfVx}^RFhBYLuv;^`>k`{?X!dFvEv>dU`JLSfy$>i>7g=#d~wgB^2;JjtSn~dfvlKfzFG?rbIh5wlp+ma~StNhq)}nMLPyXNAC}&Hpy-%1yZSC zs1wDwo;Gkhu4Y1j7@M9>|M~NYNPUCie-cQze#xPOXT7YiuMhcdA=kv*T$X9o#zWg7 z=i(^2U}tPPrX2_;YXHhOHa1AN_-^06?dj>s@JYJ}3R6`E3z)Hw_6LqnBwOv`yfd`7 z6Jt_3PL`CEbaCqy01B>qYp#f}Jlq~^JUBQAlx8@_l0~f~_T$HoPW6xXG4Ejcg0q2S z)VBIH+5xtAh3ntsT}GMSgqlb_jMDAM{x0cuxX^S+W5{XQ2RxN(d~7WBq0c3iN{7Pf zuAGI*=kLIFub?Be>b!rHn2!Pjv-EB8#4*{0i-J6t)jw5H^~$i~8nJyt^vhXxX{~#W zXj|eUrSe75i>rIUb|}k!c_Iz|Ap4>_75Tu)sRB$i2}+B}@lef9x4#Z&t6W4j5`;Mz z(YXtEp1<4Oz)@qeRIoo}F4Ob!s)AwX5>fJK&u)!)v2;K&9K~%}_o4yLBKW;(~= zrk%#c10f5M{h1QRnyX}tD5^>89@r1fb$WVHK!7|}=lb-_`?Xnt3T|jgGs|L-PmPUn z*%VE9=mXBWSnVSFg&|r8{M_xsK`u`B7uYWvR#ow}bh#8?6y<=8Z)<6gJ_|8!1?FxV z^b5h@w6)xhu8}!`d)o#$ZMgT{hToZu42Uo0tM^=h4*E1=_v+{=D9vwR)8y*m8f{03 zC{l-9_tXJu$miN^9pNOgwF`9?LXn2Xdq2{Y9OdTbzI5w}8=7&iQB+}uvm45nTIlf7 zzRI$KH9~ekb7$iR7fo&S2TSDXv113%UW?ello%J4A(ySJ+C`|mo;QcHBVUOM z{M6~NI-9mM-lR&=Bq7>Sx27rW&?da~1{tE*v3&=Y{s)!sf_oK^6+JiSqoaFd*qJFa z*IPIj`OoUe%uK|Bl7(8(ZsbwETxm$!?WF zOhk$w5C2vXBum!P`%k)lu-9IF&uJR1;V?zxr3J{x=CB8KN1m1lZ_3MS0329Ta0peA zW{3q;G%3oj&of(XD^)nYnFkN#a1F-}2G|if(f{Bgd-GxVVR#H1b8LYb=kS zoyaG=>U5|1N%Yod4E&2<&H>FyR(~Gy$13NoUO4rw>!Zik zc3x@ayH?S3z_i-JkO(?vQ36_7MD}%3u$Y zn&nF8{R4s?9{6qWp~Hs@b(=3)&-W__tN<8@+ltk`EQphOZP*mw6&w*bH%SLKbQ9(q zMK`89gcd-hP)t0O84GhdH_1h(bJf=P`^1qP23kfT6DkdZjjtzJ!z6rtk+Z8EsI=~$ z*;rpk+oRLZlNpdXQmQQ%ax^FjoSlz%Kt?_JR?EpwcpycJQnk*{dI zyY8~(f$VSTfNOjt_UO@fptQ4xYdj2RyYqqw>16H|UP>E~%Ml|pF%1q3P7@TM$QZNK zo25q4HrH+6Yq~1Ez5js(Nu1Ya_TBa7NNzbH4p=eE~W)00%umL{wx-7i7HTRDE< z-@CsbH7QLlWx_uDlaA%YHyKFw<|2=Ekt5he{|m3h@=^m^NMLYWwO~|cWTph+b#R!E zc;ACbiUOUCK7ep!^;Ay3?(y%ewA)C&p22JwSa-O5Hzccvg0HiRG^Tssw)eGuZZi^U zYLSqgm@W?IL(bj-lMAvhig*8XWu!mmoqRJ-tVF^4YlgMtVr#w} z@#?jCpub21u+B#EZ?%!>`81nX$zN-mueBo;2yv^B^vuxQ|vc!uvQ^r{>0hYSw1aH zx;%&)yv9a8=hT^1keBhtzI$k#)2mpC&nj~sIcrb&H#Z&H$&LCJKtJkm}C$(M}9DrfJv?r98_qbyEl{WW7BPMft5+(a3M85~kWA`ie zp)ZBLInvXG^VxrhI`>!S@$9b8KTyyyqa0NbhM#o#2uA}q#Pv{LxRAzAnY5Syzr5oJKr|Y#opL0er+dfc17NJ*T@sF4N6Kx zFX$X&B=Up=LKMLGc37chZy;t+;j#(AoZVsNIat_Z09lh(H3^XWS{zd5<}RxfN~mmHB8TE-7=Mq)2~$j`^7NKr%ZZ|TM@EaX6z z%*e(j2SXDR7Z2<)>V!&~^!)jhTCekf=2!2m_VohgB>G?<_5r2G`EhL>6^fI4`f;#D z%GC0JOYcwm8KkIG1gl6VouZ~O=o$A99PJ$9!K$D z0<4;tiq%xj;K|8>*7G(2+JlnE>gx{~f(R7U7|v6K>s9weW;DkrDK-

Ubmx1qi)v1`5aN!Y++KfE4mrAccr=T6%l*p9@cBBUp7jL6asvfcN<4V*JXAmA!+5 z!F+#d7a0|-$WcfUJE~n>cfi*TdOjr8s&XIFaW4<`>*dF%OE72K*U7d-{aDS><=Iba z8!rI`gQ`aW4z7zr&ejDW`-w=$jl($Mtudw)A1k=&%@9%w47-*mv)MR{Pym5_p9P_=xQZGpT`=|D!4K-bwE?3ycsAc7L z;fH3@n{6S3ue7P2YB!w>sXFz|>IrIRhX7qFU-mZM8=;K0hP$~L-v3|orRzUkz|xV5 zsnlW|WMGghx4EA@e_a&Fp5T-ey*yS3Jl&0;yaZ525SYY?iy1NrZ-DEYb(2p5dsTS$ zO_Ziym;sHp<>8L)RsoFtYh;AntfgM^_37;&l{~Ii3z#kSe!ek9?pfKe)3S0dSFq#M zvO?%7CWfuE1ZBf;BO~cWhiUck9reM%Hu&lA%mQuWjal}$STGd=x*M?e-IZIeLlcYt zD+(7RmgFf_yDZh)@$g4B0BQ!o0f(8a+D35cCybEeN(pQv0wcKOU0PNK$zPQ$h<)d% zGlNQC4@cY$JgsOz+qo8f?3l=G_!UlGx#Kb-!Kbb7w7!>;{ud^gVY!<6Up>9^CE3Ge z?p_5A?+MxU`A_}gb9bHmj ze{8LM*F+gKt11Ad!F($~cCZZ8ngLV@Wc7n~qo)9)YH4{Z<^h-C2j~D~XV_Gk1aCb( z?ud@%+nznu%G?+A1DN@9G5~Gt&3$^fRboAKI?FNjVfnVg)#U{=klGrUE-nzX=c!jZ zSZDY`Q6~eHg%waaqHW-0ii6IQIT0e!BF_&Lo$6AE2{#Z05F!es~}Bh zsrdD>Hm}d5{4wksg_c)wAy8^)y6#}Wo;#svqNGgeR>)RMgDU`Kqi~5$*Bk03fzr}N zn}-1=4(mq{ut|?=QKCpOf}n9%W--F%48U<0`~LdtF9m9deWr^PEjBxpyf)7vjszqE zJ!JstXze5AJ3zm4R71$5;{^{qN=%jc<;xd7Ex1!B=+9xtjaQj!6Kg{>A)JXexP;N5 z_fY>%L0O;xb;uoq4mwo7g4EyA>ZXUq+A5~}MPT9ToSrrZ&UwOvo2~h;G?*#r@Wt%( zW3sZc-o`8}Gt}JxV;IArtabp5g8k(Y6lcJCVS)6sYlmPG*#fsOfNH=?3+l?WW<~Lk zqd@Ssfx0vm#Hm2tWl97eRpf!Gk9OU)cXxN!2XdP%#@3ua4Y+_y1Nhgqw=E?@AUV%9 zy$tscG62c?%goH1TIF<2@i~zZVPR82U9JFV6);+X3rP=fm7*0QEwIB}@wnOb}vcqdy7DlG@sihc|l` zjn;UdJA3wyR^30a-HQA1E&YoyM99^?nRMCSK#=Y2t>Ve;#U1;)BBrP~&%%htCc*E2 zArL~k7qsp#P>hd?jyA!YE4JYAcrT)Ww6*7WNgwl20K? zwAG~aK1g{IB#j3VPVzErcwk9|6W_uT=K6~JwjFMqSKLs@jJF8Bk7>xMm=`D#!Vd7u z*VG7M1_s8TvWf=CT3A{G>q1>Tmz6s9fTk`|{@J(VG%-H%CN>IJ6zQX34w;lcJU}8A zXn44z`|Segu!WNMbjzqpO3F|{VSr*wl)nQO)dfXNj;fr*&dX(+wkQ)Bfer1Y#dzbz zK7IYpA=*3ac-QIzO?x7}(p~UaEtqM&7Iqx~Cv)9VW&~wG0T+kqAm5Rr8k$4#0)UkX z?5=AyNAW5G&PC&3a-P!`9*3b?EDko%bo5lrCE?pIg~rcaxO%=z-1G`Vlvi7VxTF%F zM~;`*C42icmu1NlnM%#wF%f~lh1?eN7KnoqM9iB%4Iq3mZ|=0rjuF9=vry*GaY9aD zYS3GdhJ+G;3o1c9Ok?Asr;shnUg)G?2!yD{y41cV zm)0V3pxhR1`I`VxftE++8P0l*IVHlQBF*9xc1-<>5;KqzHuH?7C1njPT=FiT;$)Y7 z>s-Jjy%W9m)Wd!av0m9Md3LQxqaBYRdVnO=U_a~vx|4r)=N1t6!{|QF~9%za*h_fpBy3On{Ebs{6 zb)7H;1$K+iQmUO>$Io87e*M8h#c~U~AT=WpV5sD)bim(%o&+78o(cPtEkE0Y-m#D} zGn-I3{XqGoFiHxHdkadZo3Yfc+cF<#D=dMU$CTR`r<7GeGX)^^nY)%r;2Gn*5RT2V zTB7+g^kSSlN4gIa^TmS2w6?sRW#r&cK=CIUR6B+mPtEL;K0`AJ9`;#=>(>)s%l3Le zLkS8r5b7m>n~?J&W6GX#LisbKsG$1^{ZP5-_5n>y?E@H*i;D{aAr~EbKIphpE!Upc zywC>^Vo^3Dxc#e!$96sv>zci?yS0ErgOWZApyPWzO;BOuK>*Hm*=Hvczz_&L_j#yy*E_B@xN$B!UO-&)2 zn6FrtjN*4JQo{XOTk8V3m-Wh|j5FY*)3DNE<&S;9Sk~sD(L_p6A58NSm)Vm%)AAtD z%Tp*Ui+u*oBZ7?Pfg$^!VYUwJDZ2EqR&R_%WmH?zy~E1R>^WCN|gS5=m&gd>`J0nKq3@H8Pwjh+B;XvG)>7M5#)%HI^UpgM!1aTble(xcpvCZESdy1$H{G z(NIAvmdAh)7i^UiTWRlLiC+r<%!4uRlnI{Zu#`sV0M|LsSBBpU^yQ%Nm8|!p?t-O8 z5+LBT022f7T@o~ldDDDSe2ZT&#Qa5Tc(0M6BVg!mY`=bUG0@+@s4*Rgs~HEmB(ggP z&_#JVRY4SzLftD*o;(p1zDcT9xs$U|ZEEu{+{TGtwVpGpVDkb@DXUyyM?vco_L8h> ziM=w?4kS3*AQ5V592<$Z6j>buh!Wo#pH^o4`B|ysMzct6si5Q88OZ8D9$Gh z47sK%?9}nlA;n3gaF2t-CHO@wYJJ@f4}GYx&2;(+@(iWF2!O4j5I`Z+MEEu79z@qd zt$HG4TtP=^VjX6v071EWq|-<#aTGRQlmn5RtEzq2Fq`63$YaoE_^viDfjorKVNaKr zcHfTnnPNAg%3q&P@&F)!B&4A4O9dGv3cLwg!KsMWf|^CaAl-V%qS^>x+f6Wc43K!_ zH01)p86@fRTDY`N#yehCY7g6ljo&X<*to960mNb))FLoF)G2k(I$VXKuWanGPV)5w za6Iz(K2l1d3#jhqY<_EY?;21~=@4j;UKWV}0H73=Mb7Pu`r}X~RjlW{aJE=CN9WaFhqAc>r z!CkN3zAf|WsB)FM*z!a(23WGKqYU>-xqEt-YxrP@Bpcm8vl_NW^OwObjoBUkSD#O8T^YBJ6_sj;Ls`^ zrl#iQyKGaNc07lw?5}qrH%lvAq3pF)0lTz+o zX6B>?#SZVWzq1@|Uo%JZJ;C3G&3AJH7lVhow6TeC;jqCl7htN>x7JS$bnFS2mZ|QU zO}|b}P!TkI-FA+p`&N{(yy<`t3`UuvZ==}=v@}KgI5n5-l%pa-@MH~P4@F2IlW+6; z+d>c?i!9>}L!<5P&FJ!H!1%KSl0kRWo3G~w+#9gcC1fyZ*1SUrs`ai6dklpjHXi<# zC(cMLrfmO&HLN3jPsx6RaN=TAg{#O3o6` zR?M>^@J4Blxw(3!O9t#uB5U(Xgm|r=&lMk-r^tcJt5-lsg;Yu@dI#usw7-iFFnP+d z)aeg=8-{ws1iK9iV?)plT;jI4PJEYHr=PE)!{MVi%%?SkOciUm)!V%gLYz@#wl>Ca zP^QqNs&Aw_dYqd6_U3En!(b*KuZVS(v%&KPi9u%44ylEn`K%A;pfu>{=itc_)&Bia z7FH8P;@FtJ0XzW834rX-9o5cF%8e+SDSGQgDxKwvSq^+AX)y3jFPMy4Z&aHmqxNuX z11;V4*4_SD3FAGBtI+>EhKflWy< zS$B54=^|k@rg<8dPFxZXXpQbHQ?3biSj;>n7o7QXlL@mB;&ELxd!EW*5fvHuXs1`{ zT>E6)>;ZMn5f~DZ49X-G3e=AbN(ONL+E5ZlF~gyY$sJyK3e7CkHm~@af{TsmxV-gB z2}C;uGp+(i*V#;w-Ep#WXUF{LifqA>TxEKL-2!WAq zXQncbHN%1>0dxwWlA7>3Lo}45DqAgP0N1X?_MKqAlsdD#uzb%@*>>Yf7jtJ8ov5!@ zTW?rRu*H?SH*sRV5gsWB&jkdHhX-L(v);BS9mstP74>uIc_FLU{r3I}xG*m*L-acM zBCqB9wsWnj?1HHZTGr0H{PvrheOwnK-MvzB4jFP37??DcvZ-(`D`%M6qBNN6K#5}X zxwTaa`c{KdQgE0ph-o=c7a=ZV#>V3vtm_zvch951XK+5PAM*xvT;a403jfu z+~0AGfT35}oQN<*WCp_Fp$Id#O1vM%TO>6zM49%j<9fz~qDi+3Y-mB{ic=*!XN_uV z$|KA8I92ZzMkuih;+?$FN{*G#k<;c=LW!N&-404+h*4)BBIb~we6k}g5E^ZMLN}== zAaUdq-m(e~o|t8!OT}{aPfZ(|YntjBq%R?xZn9iRhp7Q;uRNV$4c2a))(O?d`|}E_R&) zrK&X*w;bsVN3ns+bgfcW)JA4NONj5%<&FM}JNSkNSz)^cEtEZof0^5>Zl%~KUugc_ zCxqUSkmo%nA0p41^}YksP@d<-^N+m{I0J{|o3^h5O^Prp@-&Q1uL`{M3QZ<%rBu&J zP1okDu$RV2nr`i+?}+TJ%e=i!OR-N))3nfg9!9U~KwxP6Dg1>AVa=j*;d!!*_v`cH=TXqyE*4<2ldR2x?BfC zxjDNINRGD1c&?J0oScf)yPFwE=`!kr^S>r?uwX|JtO9jyTU*;5Xrmr5t2u?Tx5!vSn@EKw0}NPH=C-Z+ClHYSbD4A+&v>qO(+Tvsnuq#g(iw+be|#Y}O>y5u3gz z&RWVdjr0C(T3_*xX_IrS!ct%);L zEP5vmr)6a~U`zA}l1jIL5t0QL)Oh##BnusMVxg{nV7D0Hl>mGhrsE~_nclqjn=y)+tITAuecwt8Z8H+|H z#P&(luL9XLQ}+Gt3j6$MrzKI)x?x%cwlZzzddEK^3al#z>Twie$?8E9$$YR0^w-J} z7U~SkXH2{)noTBOa13c9;1~uz-?vplF8Ib=R(Q3}u%V|PkHM(C@cGVZ1t@Ob>$xhZ zd|2Hp_`bg(OP`I*2AjQn`7X$NyWsr}1t6qF3I=$oOh0CA?GEtJz~loHniyeHCJGg4 zCwgH5v>6fJfY4tefHEO6*9DNnW>MLXoq=sn$zkNk4!3Qj1#A1sC{=;X=w5-_FZ#}X zN>&@-$3FcUkuF_%FU~Tbt!)L@9~$IOVY>B180B}{ReDUmlmovifg3xhbj0qb+0k0H zKjxeQ!Gi)YE@U^AVqr>@)!cKzjZabX$RlL|AV67=D08uLfc=LR!oM)76nq`&2K7nQ ze9uvC<*36(k|dZxxV( z#;}e|Wj1F3oIL&fY}J4+)nq=+ z9C{3-lqh8es>l)|f)rrvL}CEDOFKX_15!4DV8dxq7#N`*ZkbOlvpeGD)qCI5OHY~1 zEG+116m!)!({g{+NEFkU zh|sHHfYwg~^#poV2WrpDh_(ehU>t|j`&P||_`00xT@?ft0M<+q09Zn7K{#YF08RVr zxdNKE#6&_tGyKhbr}9aFb}eUA2B7W9&K|v2NTqWp)=nvozsWiorPtE@LzB8XK4`gR z*`1E1`hdn1J+&#+sHH6y;1E%&K$X*f5gsMu=5PXOC!a&(>bkng??Sd6Z z*%0yz0wE%5flR3D=>gP(H)tunI89BRgH+5NX>vrnh?Eoa0Pdl3v5x#8Hw0ZjFKwgd zLyMQY>t>lB+T~70&1fct^a`>IGn37?5_Ly-Wkm4s@ngnc3Z0CK@TbTToTy5K)PeVU zz9h_NfUWyazOBH~c*rWS2l0U-DV__3Yfve~qHqoJeR%znX0)R=bRKJq4~(!1{S*SV&Hc#3OZO61w7@AV2AL@R*-O4qEeLJfRwRsqm{iYn4*>z!Vih z++sxCD8}A5n7#Cr^J@-JrJ%zcc<37YG5pkloJRO3V845-po^XcF6KvLFe9`g>15t4 zS-MvboOe4&qtQ!nz+^HX;d0bUKcM&2fQm&pz-no%;p`rgA2x=ApYbsY(4+wfwXX<2 zt88PpW6M+av=p3JVCf|Tq%(DI8>>3{)uLKkI!hys;D>*CLtVA{N(c_4Qw(5 zum!f><(>ZfxOvsmyMJK}84Gk2`v@6dH`EG8y{V+hal2ev!ZV;M2{%>xMDOCo3lT?P zYnIJk8e`-a(|Tt2@zy13COu zdkXJmADukHB7Iy}epa|@@yt$o-v(901bwpw0IB{~GLV1;M_b*SI(|MV+D=1%Z$}Td z869DHlj4K7}t=Bv{ZFhIyRc&@YdjXP1 zVS~vB#d!=q5;p=>_<1zm=A~FIj=ea9)749yYAt0+t8a>F%vZDD`WrHpyJ2G_wf9U+ z<}o@iKrVusd|<_){rm3j?k-2^d~mBcjO6a_p+kp2dQU=4%_55Q%P3sdzbU(~EA|qT zbg%TMbRqRNPq9>kh@|dANM(-(ijHSs>CHSrF_mM=M?VyMI+(cf9%*`)+(s_>nA{7~ zOwEajVaOW3eK$2Fl6M%{ID|`%^y^Ia)0F9wv78Meg1hSYw^wL^tak~7m59)a6Y@w0 zGK8bNlc~5rzF)0LJRRoqog!#s3LMu=9!K*jLr&8UVIXI!)1PL1$rEEJcGz~oV*1WD zll^AzggAW*da(mMnY)XAU6Ww$gB;bkXP8oZhx1&t_-C1*nv~t167uXV{L#HIJW9K> z#_?z(a&~4{Tu^|NVQNAz8KEtW%`FUOCjD_yy^HvAn*;6GSNhIVs0Rk?a%xKT`sKFuykvbOhehrvg2 z*c-v)w1;0zv|Qz+RfPoqpx|`ks`Y#Y?NuToFdDaDushu3v4BKjFEV;=?w<70<^@*; zOn5=Q`BmII04-3P2(|NyKWtymW@C75v!UxFWW0-~RrrMc$_nnF5Hq?!2o z?utTlmi6*Lx^0sXhvb-@2QhUgNIwdo1q-_Oue7d%W*AXp2u%FApu=t@!dE?Z-OS^nkdkFo2YG&8^Jh{^`Ks` z0=}DpjV=FsDfHyEKlbyc&tI!+ZE5L*h>QnK;1rZHjAkaNKN8YWU~h4}w5ht+tS|5t zCTfwT0#_jBF&^q7&MxGFVZ0_m=UB-ec0D0pCU(%N!1v7C>rGfyKygZ zc>GYZVAfcE%E_ph2>K2jca?t9{APOfvxmjXKc3XmozeX}s=MJOb{Bm80Hq?|u**Ua}`)46vHu2+2e z(k*H_$?9)N7C7}W!hpEmw385KqTpwC6RKfwp3c@lse;HHbxbKm{W#EIbAMnereiGm0#Dy|c#u zGDDGjfa9tEwAB=2@qLqGxs+von`0Av=^S&h6V4vW?6$2-ek9b^9d&P)^nRB~WR%cU z)Cn)eq(Yo&&X_0hH-Tg3Mvm{RDd(uyWLE1MP1p8A1*Z0DsLk5+!7N;4?AZLVcp|gsRx1VZ5P^Hqq`{hzufkrDOZt!1)%&<{T|I;4mko^# zjk!V$O)xpJ;d2fXJ*J?~08tFjWhAM-NpD$uPpyBi>LR?Ckel!Z>>zafpkrIz<=RVk zhRUt6<&mXyd`9K^h!=p1bXFSOj|Z^1xKW!&+K$k8I1OHnc#?vG&wIQb=@@Y~-EY#` z+KB>t+m_bQXDN|AZ4E#b!c?@jQ_ALo-P7AQs7mcMRNSRAYN8bQ+egNLe)_(k33P(t zOo`1?m|=sDTwXej)ijaZ$^1>Yo-3GLn5dhIwyk_yQ1mGx5$*x5;L2!O`w4)48uiWb zQV`Y?NdoOD>SxFx88ec#P8QC2=%*Bce0t2i#khkDrhMbxUvoqv1Y{M^)DJPUnfjOTPl9t>#rHZ^JtldUwYq=C*Zx5u}-z z?{D+Sz|n*%y3Bsk%KnJ_O{@91q3WW|PwhoN<*q2%6!ZnbyYBLI$9Z%HeR~D{< zkM`iSs-Z2?3I@>BKL6DuD|+)iQPxh8M5e$mAg<=JoRpRXy)+e}Y@w7@?)<-4x(;|Q z+cm7IC|W2PkxFKfY$72lqhympB75&jGD2k}Ss^7eD|=RCkBsahD|?f5uD9=;U*~sD zeSQA__j#Y^e(w9auj{&}7iBnyy3rOQUgAGct2AVMak9L%m9I~{IbOFPoqjVkG`9|G z{JoA{!)Mxg18h1aGqY6e9F`B}edQ&VNTw``go`HZ@fKg+Em82Swpy6ByAUf+kR%~B zLkdqV)L!>pCd4eaX)$KJwyR4M&Dz30HGBjR0+*=;Sd|j$M~W+|eo0Yk)vmI#wN_nyuaj*&S)X>7 zU9kRagCpz6W)}(p&FoHMu|EAWOe2S?OR!IO4;+GT`4O)f%#S5e%#74KS~iRp|8Z-ZcRol+dUABlr`laDWzSoF=EBa>^flL35}x_UVTD z>^tR#O0|g4$QOhmLCUwtvDUv$ma}^kZx6p+wBGn32GmsTs*~v8^D)xx+gY)!4I4G}1YI5H z8)!kK&llZ2yRpf-wiz@XO*7h^?)s@Nh!X!1oi5$xxCpOj6a2J)QI`a51j0TGiPt}e z3+;kW|C%kqjxueo@8`eFIWDRu=;*d;*jQd*9tBs-369i2W_ZG~fb8zrxwDf=rAiiN z-=I{@y1pxeuss<^zDtm*yT}C*SIzbapA5>wxyaDSs6X8??DP>C@aydo{-b zF3YPF+?m=s{Ppo>obJ0ljp^d5FB4lyPpU3Ss@{}UhV=9wJm@nEeoz2*1A-o;xY*kh z|GF>j{8%>PP>YkcyTsQ9e-T+_Z@c#nh&A1FS&fgk9=c(bB!>wbDDaE2FUFeOK@IRT z2jo?o^ioIQhlHs#d~#b*(hGxYG1*&eygnj;&Xs&G)gvrcNK|Y}w8Hn7o@pItd$J2= zHtr6p<~ha81(^R8zci_4zIuWB3TU1nv{#IIF*wP>knW=zE51_cr+?op^*GEkhzbPT zYwAe<^VXd(O9I*y2jdMu1c;PX@RVMRNtJ-+4AiHCE@0^bwvPQcL#qmIbt zm@_K0Ip67nLKEBS>}dqjjK7CZ1Sja{IyxnR*<7vvbx!^hS7d6|av>%Ar|dUxjuoxV z)(~hsNXmpKo3CaE>K%c9qTf>6-=%3a9KD|lkrha^Yi*N zp7`-*j=-^w?A^&t7p^*qYmXFy|6!^=pI@7oXD4f$O;{a5c1J+#J!zoSKiIU)9IVoH z=A4@C0g|H5m-bdIAD4FN0xRdQLW;EYwtltmVi!3k6*i|*?BE24G+U!T?7)Eo!4VN! zBO+kT5N$EwoPSkTxy27M@vfqC}i;JJ`@My79 zGKzz;^r+nI&%2c92E`gL=_(NMo6>#jzJ66PjgENRdYv&d_wR@tU}V{{y&4}-q1nk1 zkj`DboHT17@C9z{mA&l>OL)Oq!Qna55|7{W5eOe!k|;2H|i{cjlJWi`qP3I2q;wKOSetO8`Yfg{LGNcODSB z3twk%>WHiRXiFR4j(T}-p+r$}mt<;6zpU&3h>6?6sY#J|us1p4+vVD&PDUlRuS>KR z=Y`^iA9q_n819~)cy3pMh9;p5rSS1R#V;)Xeq)8RulbG3$X+=Gk+k_Q%P8TTw3!HYf+iQhd492gqqKX;+-{kt0ElkYJ5faTs;AV0AIphJ0k zy;r&wLNaWn1ly?q)_FmuO^(-zU8guh-lvsBHfwXjk%G{;5VsQab?Zpx!94fBzTphk z1uMDMe^yxSUhpz9-LUb^;8li&_gb-DeE-8_?6nWyGtFxzd^LZxKus+~5zYic0O?7O zA`o>=H5WfYdFk4^;mS^9)YW{Xx~|GjG2;>8mb6opj61ivzu_MKm?H1%IKX+L>qNk< z>FJ?z`RINFzEZJkKs2)``sX|GK>P7#q3rOpDQ+7b*#W!!n67PhvNw3Dz1mc~%F=3J zki;)G9ibs6qQRAV-aYtmL~WR;`=8}^&|3wp=ShZ((M~OH9Z^8^TY8{e~*o@4`%;!WUH}T(k*Z3+Z#bT9<%h~kes&F(Z+y!pSvZtD;nrC4 zzv(lx6uUAmvW#{@T{NhA8=#Cm-TAa{!9ZS)XUYtOX{YRF&lmyKAZf z$nsj(iuZfg*VN0l4mG^{vCt+Dzyb3Ie7~k644*!6;;WfDK0B2r{*!>WpI-}nYT#;d z3Kj~AL~qA?|8ex2uF1#{0VWq(!-cuGURk39p&=GSuP$beujoZVy?NS3C$ipECB^ZS zFiXZYGqV6Y7e4u}5|>J*C0m)%8wGc`(J;^^viHiM25I9uKc;*O=BX5Wx)if^XLvZQ zN)AVge^S_A;$r3{waIJLc#IGKZP-BDxGq9{d0RVPh~l|xN^~H(CT{n^lRr)iVom4HhSznj4!B%a{vELJcQ9Lq zh;|e!FX!^&oNe_#FQLFq($eM^Q(Vr8oH)TQs)Fs3_IYe04tP;xSzob@4NEYyN_cOw z8Mn(Zg_2q7O5Q*&Yx{TF(5pFA&RdC6Gp$D z46L#iCBVE_Xe_}QI1x#~D6#cGiJOZoAX>tJ%HdN|!C#VE`0PF)I#k*32c-Np9V8e3%N)1aqEee{8a3j?XOH!JU+!~_jc25x%l_h2}q-_ z_fRBh%w0?D`JfOp*MFQ6cSYLx^N|A}e1QyK+5ZEM$A|X+a>;Q=AYo0R)1iY&<)7NH z&7Qf%df};B`$=L_2teT@?0XP!;?bXC#S9XRU}(e6_nSQiGgGkrKGn?;-#>`gd85Vi z;4jBT=f5hAdwV8xGy_1BBh$^!ZFEE}uC(ARa@$MF^Xcxs*uFl7M9}l7E9(qTqqdH` z9+NdUOL-%wiSf|#_ybpVv8GS)yyJf-*2}XTZoOS&Q{}el-3TEccRHGd$p&K}2G?hb z%bnzeLf9FHfWE!Zg~iA2b_7-Hw0VcF(e7>eXu@^aM&&^mc_~Y-2&7dL8n)9ot;a(czLf1~x zcx}ohW_sEEc}A&w!_F!3t0lJlpYwlR0h8Sx)@LP0u>l6np4R+4)ne;^(RHXOdA!y} z_+$-yU2;12MsNf@HF-E^mBEt@%CepI*%@?It3Mx~`a{S_35kwf4RNMl3a)8)LaEB4 ztzoAD4J(A>L&8h5oJ7OPtYG3iCN!}&M9d6q+KbnNwlUFDkfXnicoiSMceS%I&B}tq zO7%!3r$*GS#u7;eeD^3?$aFIXOp3)!CRz@d4bagzFx{}c1 zAY=Ja5MG+F*MLC>>T^6Sf`Q#^q$Zf~cUA$cx4(i6s&s{T=)l_w zgB??v>50ZYE;-sfNYf^kXCqzAm+qViBcM|&OWREO)V1IG1|to51HmqBv+ErupT<7a zHx#i`>bet)tcqp<;{I`km|-k;xYt!xn2OK^b8xHLD`e9uE@y5d$mPU0em)XdT6*E? zt21T&KZueRDx3cn_$e0H!P)s}mujlmat`~HiaN*)N!1VC;gG`f>H2kY#{po-iq-H+ zFy5?I;0)j!T?plhvkoZx4f_VoG67MAoT)oUoFxDb5f{O*@tFO5GQr z14ah@a#G6fs6$79be2Q4_eVPzbctGmu^VGBiwv>3=V%V29CDGnXdR?$H?k4j z@{FG&jN+^dx9>--Z>Si5a0>4l4`kxyyNrBKWke*pwA#4y?nn9qRQI9#5z1cRe|qO( zHf_>GP*7xlOdV?%+>_ckx!pMWd{tW4Htwnv*;2~LRI8$ygv#M#qhnWS5%`o@lEWd} zF>~ra))fTj{z*4;aB$uj(QTNGRFl%ZfAd;)#=CM9ASJ7q+naAUq484?q(hVY zH1pj^=^r$6;VS$k&izTC4U(F?+}zF+m6KCqH=J(&%JIJ63Ti#k>`~eX*j&#nch@ko ztmRMe71|rl#7|l5vUPPjiSAw3DXyFAnv9kMhK}WHx{0TPT+thpwRbYu=19x9Bomakqvsw=@)$6(;iX zsyK+%zMoA>RGxT}2Hs3)x&Q-JhY-Wdg3dduVt#PefnBZU`Dikm&Jlj40h`_9))(WL!G6%RF1 zfj-_f>%UzIEiZ<X^dXD@;fRBZfbgz@9P4=BoN2Gif+*k7 zb4Itmui=LT1ilDN*jB;?Uz+i#7`v5YJaBO8dRfnE6Xlgwq9L*zQ8#yprxyP6@;i%xQ4_s0;}9JR?89e!^L6fc6K((P$4+-qL<^1f|!#4XsDL#xVP#63muiq4U~_1+v9=PZ@4{Pu|NK#dvO!nmdN-djtcaiC zz>Q7#qo)hSz!~fOH6$lL58vB8Y&&9K!&uE%bk|$^=Fu-Q^eSKe!~^T={+Mn2Y3$yd z$d0plxz*sQ;Vu+qygm^=1rbQ86DZ#!IrkJsN1hCJej4W-a1D$@Z39j^AD2yUF%@~R z%cLLufy>C+2>&af6vm-r*n+{fNKa*(3EvTzxL$&(K<*zJJ&YD5*yZ3jd5U!t6A-{h zJQGl|YSv4#6;F10ZTKs4xNn&y0D4q#H-+np^8=y_y%HqI|Gv}_HL5XAnO9#)&-Zp+ z?Wph+T2u29V|TSA&6cdCTcq(@$?QQOO>w;oEvXe6IOncH zrCTPzn^J1XLq>lvimTC?G*^l-K4MhgjO2>gg;ESv4@_kFkh?`B6?k=u30@v#^EBSv zbWMB%Ho>CLZm@3a?C(9mRk;~y=OW14umMhDp!?t-J7<#o6X13zd33F^-);>g;6d}I zDt9-PI`I)kl)LeR^w>!N0O~4ResdvkcJHRZ~2n#?Dxo#V)EyTv;48( z4^`45Bb%5)S=!J*Szlid3qgjV`bd)&7vhz!`I3|3(WHWpx7%^b$Z2KiYkQ=fD*I9^ z>2h&1=E~KIsuOoC-Qsjpbsk>TH{uD~v+&m;#v$8DXqZu3h{I7fU3RF=E@7!vtt$U< zsDkC(($rV}d2!GWyfQO+F_*;$Og)lPl%X>tO~>OF{w<^KVAa*TDr{7Q_or5#)edlW zynTEml$D!>buS$cs`>~$h=le5tO6ASZO8%2hD|1Q)%1I$!O2bEcF`NeHyK&XtcE$P zPgCoN7kYl-Z)m#hK+e@mWRUh zbU9O1O6??FN5Jgft|Nnr!*C%4x#eVynuZ1~+-N-EUb3s<6c(nsVYa0lWKIzj3m&L} ze!={QabAbk|H*&rwKMiwtNURdl2=_qZ?2tpPJjCDvV28Q(kY&(l6=NTaa%4n8r$p} zm%I5bB+7eFU3Ucor%Zii(}NgUdEfTeCDWg;xM*eFNR8lT4ysZtnc7Y_JN15P+QwhQ zvm|Hxn~C4H<<98Je+CUXM)^aApLu82ZgfH=LfBLuFa3WF!%}9Ci>s#;My!wQP z&%S;o;jg8Fz)g!6$pz`=^ex6A`aNFg5_*Dc+_sEz&~mJe^VbTohgVdhek2-!IpVM~ zYf!;xOY6TAwBHKIQao`*zHyl8|M=-s{UDbQ&Y2(gTD7H=SKl@gI!aofKt9?SLmEl} z6&tFkl$)ow$a2%YdZiib*0)=F^O2ZPzgWhYg4u0f>d)J5X~sqmcAjU? zW>j|y-_qY-rdoe3?E+{v_FU#teWSN|T7YLs*l3<(59{^7H#dEB1riivwm#W&(!kIm4wPEyQICJ|scIp`7Xv55EY(7;ocxT_lWRom$n8IWt$27p zbxP(l)6P04mwW!uYx+%QNs}f?n)kkZit$$!Vv5#6rQ^!tuUbD}7Lpq-bRK3(__2IF zZc!@u=x?%v=Z^A_e>zcp_xcNG&0LJnr9ikFPPm!!Qtaa3#b7RNTB3a~$Pa~0Ovit3 zJC&R6v6t62hgH%yd3l0FYpjO;-%5$8Xpot0Y!uZCE?w)B(2Fg)n-gPnj&`lcR_w;T zze}>A>*n$Y@&YbuT*`MIzbmp=Fv&Xgc2I*-+~*5%ix-2#Ym+A$t$uHPrQR`Q$FBbB zmHHcrk}APOe;=Ry-Fwd%R3B1PSHI^!)s;gT%5Bn@E`hIe!o8KDRnEcw8t)Y=t{iq2$TM4mRSQwLg=z zbX}5*wEmjdddXwsy2D`}Dj_ULOjsq|Hy+M@s-&AVdD$vT`GKi>mC~z*18seLd;}m2 zZ`ARn;if=66KP#sTr8PMZ134PEnNW%3yW_K_x1E%IQ#$GWc%+``Q+M8%S2jZt57+4 zx@%Z%#VyCAe)oDIU3c;FO*O{+wWd5>6L43hb1i;w3Qi2>DC<7gV~n394p3^=eG=KAsv?+w|}o@`uM^*^wW` zHsr%zKe8Tkjghd&*HF)vz`pv zW6o`dMGG{#bSzjkRWjx+gis4c7%01v_~SY{GjG0%`4w-9Kuth74pm}_I_lW^q6PDFQ#1v3C$wvANWdU$MG*9DjA;uV1Au`IE5}^1XY%VmR*^z4GmPMSB><=s;DH(%092 zIfEJ7OdK40aN{3%d6n2FjK6(6J)VjEWvxkBLLP=aq7Wrg250NORaXO^Bf)a$ax$o-KIwUQZyW{%HCOO5O^tbpcWegQU`TYDeN0l#=C4Zy2>OJe#MpqaXpd zdl_swrNkSjnOu=Pm3MU=g}i(#iGYyM?fx%5hee&v-M@eTu|BbYgQpyCC&k)?nePs% z(m(QaH?99r(I)=(u)UK|61J8J|y@Fov z%kEm;U=JFctdzbkZ*p#>o^is}?J*L`yiRf@H>9VE1*^Lvt<4$w%CdEPH@T*k^hOo; znCZH(tLI?Ee1xbo;wUU4cTrFP59PgOZqCgCCqrcR)dw}HFbH7Kj(lnYLZ2U5_YT4} zg>X4!Jwz6aanle$mw`K?m}A!C@*?{A^9R@sKcOJXbz2t#C)5l4@-Gz?TS@5X=oB$O z?VM@nAxsmKLF#pB15+)eJVC(7u??uXT5C1`wR2TDKED4?gZ$&7l3gG}k4Ta!Nep!t z9@ptEc;ZDvVO+QFY=w=G;!otlDbb0h&cFVen;>JGZ-aXv87!dq50QC37yB(OlH>XB z0e+R2Ir~0+`Wf*5M}wz}QKfM6$wm4M2SlHlfyz4=EOv&EukQN_(wMJ^2$_)>{~#D8 z?jC>+2@@;pF3`xnpq;6htd>r>p^l$PmifGB%qBo}B|$iu?kRaqk+ltJf3$d&MEstP zp8XP1D_&PlUR*CeIQ>_N_4e`4Swq~Lhe*7vRP675 z9z7}`Zo$~vT#IQ2xWHS2YV0?R+Z$cRFW?4F!#?#mX292kF2MG`0#ukeo8q{*+WF@O^3u|{QS0qyXHW7=XTIcn z3tW?t_B7p!S0yFlkYUW-Cu~U{!JR4&hMla}-}%+Q#xo6o0a*d@6Hf)$O#UCwOlU^p zLLTX=Cx?@mOoF@$M}m0;>f|tLfR%WjHNQGX>BGZJ3`V zUZ%unPY?Snn^9%xJAspia#KPiRFplcI|3RdnoMrrmR3m4U}_Ub1MYIY=SwG;nc2p1 z^~$y1r$B6Ano7HQ+R~u%c9l>;bA3YRJFn*q8|){TsADS2#*+daY?N%a?%Hj{LwW}dTOdAt;dAMH4& z#Zp}5WT@OSQ6nHStcmgk1?LU5(^u-6?vK#D(lFw_k=U$kVV1(*9C*;L`6)_({;$nX zU*pqfWRBfsXKh; z7729W${-Q9G^fr4DF;ve!du!qQX=i9RP4ZVjcXc>;VjUn<amMM^>r&^~zHo1tX)5q$%kIHWFPqswsGw0C=XO|V$$!MNh?HXn5Oa!Z) z2M?~>3xjD@*4L-2#s~|RBg8NUK8Aw_J$rcm}dj zzhT11yJ_oAyy7iB<~qkXJC;}VO9~kuc@1wqPqtpYeT<0hQ>Qouw+y!_cxi;a<0I1A zioR=JSEBBUy*ohVKxCZPztRc~r*0G;N@H~W(YH?!MhTCQoyoO90$zKJMrssT$v)V! zTbse<5b-YkxfT&a3r{wzU220lr&giE*?~OV7q~t@V#?$iKzqUbOKo4iYzH7+)Tmt8YOFq>!ZaNEi;K8fzd3t`AoV_~=H zWD+cQLPS*5(=?7C{n(5)UosInabgFEDUv+@Dm&Vl_q~Iq8|$lZDctZYAVWvn7mZ9R zSaz!av9fBH0AKr~S&tC*vsS*%Zcvp!W}U0u$VE%&$g_!w3G21|+PftBZqEu|Z=%kR zC6v>BY4};MgzYCuqsRCXK37_A})PB89n9@uLmey4{eK)KHW__0|*U1BgH||K*{7<8!1c!0lU{<@u!727*Alr z+18hcpe42AYEa&mB3 z;ZezH!upPv3~t+WKlP2j&*k&Q7g$9r*%W2tiQ&zm8F~W#`8fBa=ps*M@bcluR%5<*SHHWyIrs0*A<96EE?dUkcPyw1zs`Ux zUZr_`;j~Vn0HhW#XV!3gKQTH;^8DrE=IXQ@eP@XJP-ja^i%7J&sj0t$`1-j4T~M5P zK1nwlog;!w6MAU#W9?HO;t3c|Q1ZP5ogP<32E0MDTz6yc{wUFATK*i{3mrl!j|ZRN z3G<4)yT9zQEulM}>}A7dKwEGAio!rHur1<4{NC3TQM>b)6}tDx-$-a3=Q;E>v1KO- z;5P~9DMm%deB2Z<~kUR+G)^(d+jnB-;sCGbM9x>2vkeUsIZf+%BE~Gr> zVyEV=?hATvfh0)n>#Bm&lz7%^cmgk00wv801EA9knbrn`Fp?Ww=0XS}iz zy?5Smo%PU?!c<7I^?DZLeczB5$*YR?&n7R}EQ>~3?H8FyEhH!da|xyxh*I7$k+$^YdRooXHvjDbNp3 z`rAlYn+QW|tnE_*4vXVQ9^|No;2;lr6sswOI+DY!aGBDr#OD0@^GBWq1!kqathqLn zG|O8e<5mN$HxKr*2l7?}KYB5j!w5YtQ%itw*+$GZ(sv`V)fiZeXD2L#C3*Oa`BLvw zZe^jM$YxVMz!kmlUGvT^pR_oOxl&4@VYZyfCsqrcyQUs`Th%wm97aJDX7Y6Bs9{5t zKl7z|#+OlnfsbH0uzO4oF%QsCBdxgoBpo_k+#I3EE?9F20P9Na<|dPAg6JIY)PQ*c zCiCjAG}0b95;o8t&mFL~Bs#0T9 z$Pt#P11}Tlb(fXvuQyUY2S|Du@{dweFG_fkZYwQvUdo6t`7e}~)WQOdm!ZUAhFL~+ zUAMrFvuo*_`AV3iV^I~{eggC6y-M6!G5+9{i8om72ut)Z#h%6ziVJ6K@7 zBy^DMAmH1G>7qQ9dmjiCs9tb*h+Zkn>T1l26w6EL+rsBADzY9@D|X4#@4<(Egd&1T z6fh-`1PphhKychog{7pD1r~=D;$1`EehA?-wmr%v67BuPaeexHK;2Sl_;f*e zCM+bLY}vL`whjKP}&Vn1Z+D zmIh;94&7opfFk$>hnNSRp1&3+va_=l5dIC9cLi z94J@VJ&KT+D!DC9uSrOaE%Vg1R8vnz79R}!fLz$N^0raS-=(fkHmtt1x_b^ae|BGW zJm{t{tX0Q#5zWK|>j3ZBPk`FBHcpesY~4A~>Twje#S5iLkzITCJWfeT>4j;-b^?`? zE%x!*jjAlk+6<#VyaNKL1Bo0wSQC4Pgamzoz!|+cKmr(CI9Af%-%sT2L|;^-*W0ykG8&pXUlxS;i0>c3dYnVG`9p8C2DH{~Jfv;j@fwmp0waEr|AQ zo{B1tr@jMa{dgtgcjtk!FxS$}jUgw;O(6zt5f+gG{i;9&{3rT7$PSSvon{iXfw$B! z{e*dM;mRBGpZ}_rSdny#GjKM(k*v1Av@7X5+>HWYsWY_v@i!32gMb)-Y|!vbo;QNf z;yHH~TA@3D*N{Ari!TR1C}l4BAuQ}L=kNHy3b=d^EBtL4ALXKg_bUe61@{)cmNlI9 zJMeYZ=%O5jsRvb-X%{u@kV#08tU5S4UM@!a76CxCkgDn|cXoxTZ|J3v^P-;m?@pZR z@8lX4Eq$tz;sNwy_b8LFfpJdhT{q2NZI=5Ey&FpCv)}sL%2Ubt81rXYhm}Jgc6Yk- zZr{v5@Zs`I`5cxzGLE+k8p0j%%B#2jQl3C&ikaWmlOU8RCbjNt__tX(Pv-TIOfS|9 z6D2#0j-;)ucz{_F5uYf90Z9>H#DkotWZ1VrNK3KLr;(ENL&#AMV25`Ie;fBAVTr_4 zR6S^wtXskW*MR+))nKu@XxfsZNdxhYG#G;fu!^6jhx2np_Y2KwM~c5X~1N= z67%?`t4>9~!TGkZwe<`NI(X&k)&1xLeWkYcSMR+uiJwMyqZ1G}eDH-{ zuHEuZN^Sp(fvWU0OY2SPmI*#-qv8)APQzIy0LnZmb8T7KUBo(|;yqI6h4>Q( zUvEsE6(=D9U9c2oEm4Vl8+7c?7r`CF?D6d&IVnkFuH_xr2yH`vBi8akj`Iy1r-R5_ zYZJa3om0!uzx;BTgok?X_{2oINjsN-urT>pHXa)8TfFeOd4LRG3WZT+rOe%wq9RcO zc7XPOc!fy)=>#lD@DiRUXJ=(e-MV!Q;eNe-9Y_+@jrOJFCv2RTObXHXX1!hz^1SwO zdxOQW_vBaK+C-NYdVr+6Mw#BD5f)q$hHlYh=p75YiE}A=&Xx9Md5$sy!DqYsMDvO5 zDe5#|ir1T%Q{UcB1IIQhqfKQP}x=0~eNcNW-02j>=|+@G>a0QixG}gFOKp zQab78lg-%D=PTOzHf2A{Jd}!E9ILcsWMupfpWVvD#H4lZ7>b(TDnB?y@@>?dB~MRhmi?HG{aDAM~UaO+^2NELp_5QbLHIpI@uMZg0ujEICNtzSyD$tG{?% zQDe~`Jaz30PQ7VM*G0Gk_+TQ!aiF%CX@K71_CsVls$X(GMR6O8&?D#+jYw!HIRE3v z3Noj!fJnBGV7MHCk}`<7c=Mb0UWivNYipy1`^F{A1pN8u51Hqq)dP5!2JaBq7ifCA zwhHmDZVebr++F3m@^dGHt{AhrYEsuOwEW0MA9|C~gk5>!R8%?85Vjt3(?C?_=hvPj z2bYyyX!meud67}E-NID3K=N%!N`T)bnX7#OcQrUd4uU{3QF_tkur(yQ~HHI{?_Sp}eX1NDx=jO!K_cxP%4GwzZtPNJLa1jO7ih7imz_(g}pYYa|1|QS9 zfQmS9k@w|;WxUjdE$?hfiwG3a(E8Jo{G7cfuGUFI6}YlIyT6dE;Iz7GPUtE9M^oQ! z0BLTSok?iU7p`tI`OH1yP4p^Ih8dv3KEOfp>dt1`!+j#v8QwO(Uvig*{va0wy`&Y+frmrwpYrmtunehGkQrKPl zXA@Gj-_QIK#XQm7K+J=ZL6eo#(0D!VMqF292e|0)`t~1r?m8-GBx-oJ^J>?wgS=;* zZ}kag(EFIj&bNKLdPND)KhsLsi9)|GDdKLm4h*)dJR1>$BxMDvml-;*NUdn*{bh`E zSoo^}&u&)uH0t4Y3LNf+=JPf_lW6neME-)+v~(SDMew{8K}XlYK_FG9$QP=}V>~o-s&xeWyl%mIFY!(1(?41tm@U5C1U&`&hAxq2h2J(H(yUh9 zmy#hb0}ZaEC?l10KQ{J<37M9aLWM+C=FSUoHx0s^-G&)O@~r3v|G0Bxk>a-9bA(6A zN{?U$0YczI+tPFK;DG~=Fj1o)wJSkdK!E-15sVkZs$0F_>EXOIsfQ<7#=OdX)Gz0{ z)RS&}c!a|J4tyjMU~o`MLA=A+0AwC-K*G|z1E7aC+WmN8=zFH&eU=l!i;r=#Tnmqd zvJ*^}yqe-H-o)$)Phpu)CUx5D21n%b`5u1o3~6K_$V0d|kE3wvdJQo74(UW8-U#fwp|Yln+0|XE*BHxOX}?-#WcM zPmWV4PWCIUm=6&cu5mUk8hPl>42zR=)T7;vhsgq#LNTXY;1dcykPUrv?O5wM91_mMVTyrMTVy?cR zhWx@`uh@8jwNKcmloY(HqksZ8zyIr_mJ2NCHl0*gU8*@-p0i8N;Yiqo%9rf?ynPs#e zCNq1Zh{B5{P>F^j3SR)Ng#(~Ms29&;%*;r0JUJB4GLN4;VLpGJ8e?d3ofgWaE(6I=Bp`_$iIFtmBr~VN6Aj;nCih~Cao&^NtF^m_z-$%d2 zlaRso;~GDrxept{W~^;5w$$e+QRha;lW!#5ygKEao11$Jb0vS|m@`iH7ClAp%P`Mr zup{&CVfbJ-MiWFGviHG{)w;V&_LIE1a_!54sEI{m8aKnH>y?q#tfhb{$?}@_Nad_9 zebV$i-2DA{ruQzfl(;QN{w&Qrx)Nm~W3*q1%bNB25f!mNFAS1p2VWcUn;r*Qh$@OZ zsLIM_+0w$|4Azk4t=EGGB#{HS2M^j6ZzcBXF6q@8E&+kV1$GnFx$-0q&NV|wc-Zo2 z4D2wO`7t;e$5~lf2kN(>;Xx$ENdBJOkH$CNl|!-ipyf+0#~qMKEysR7Ycy(+#$VZtX**JHo+Kq_q%d@IUwMZOcI~VOeE4Ebcp{F;z-C9%T9PNn5 zr-L^?r@Pq34Z<#r1cBgr^4#L0G@KXpdkPXYbGZJ_kH+z(Du4J17r5zvDW;O&CksLk zMDlIMYwXGPNtel$)|e9lQW zHny&UZDPboT|GGX@NHnK?f}~Q|G~X`>R6-u0SO~jjhu-uPD(Nfph$J1AqbX9V_iwz zs1R@fPw4l_;mff_0M~dVowD8``8#iG)BdHIpYuBZbwDSlHF-;u|J$-#AtcwDZ$;rsdQB>@S(#7m22Zs@zE0GXHPJ6@>aeYr2D>-Q> zmo|~bJjhwSh7&|>wN2MCR+06L-S`hbO1(7QlA%^Q98djyApBkWk{zTmz>~KX`2L~) zQkPJJK+R(vFOwgzr4*p<;GqDhzf3jyXp%epk1Bxk@*V#35U73cowq(nNP29d@ctY!FY_KygD)Gk5 zcBX*8&XhTmO_ z^o1DOxsp51=FGiM!bsfue|;Hy+ocf-mSUe~+8izoS{3m>r&)N> z8|8QJV^vrEU_c`f{DA{ovbsf|B!5aEq1B(1`CwClvmKF9@sX63q+ZZaE}SkzFa9TF zPr=C;q)LWf^4_SaU%wt!hh%SR(o<1+!r%F@$TKYRH$}e;i)nO~{VFLaC?qqR`*h=) z^s9(wmlMt9vuPHqjS5%_d&VuEAHtq@hnKiNYuUc88uMC1?Q_xGEgV}^ZX}Jxab;B< zd+Y0p_eCj4?T|r#KSF!VKS;jf*ks3Xk_Q?eTz}^8die0+8Q$-ked9y}9FD|4I}8mC zJBp{UVveCASo}eCX>|eF%a^Mh#z#h2&#}*yOIcZEG{TsMnJw3BypP1dcd_;TCAM~{ z4ky#c`o=A6M31s6A31Y*`OWdWiF-D?$S#|i?L}Yt->a#a5YOqa3Km zS5L)(b8+J%de1UH!qx%Vl8LBZh4~)yWKb6g0W`|#2(R&2;%@>(FFU!Gc zM`f?HG1TjLrZ(9&n*1Omw_8mtkeC<%@=gT&`Y(#!N6iFW|6+`yQJuP`=H0wTf<4cg z_A~xAaTquEuZ_tWoik3EncXWcvHvc=Wf@z%{^dx9xW}eJESG@8?{43j7kE`_B|I;i z-q^O)^^KF379E3loBOdfFL;$;`}i z=)bCA{h3BedA9D$v52I_nb4118r9$E4VZ&s0!mE-y}hM^YN!(W?n+j4oDN&ZB>QDJ z!9E^hKjceC|G)*~!`7gP+Sy=lWAg=ce{;OHhuB4yCo3rSP*6Pa@yY%1^XDzS zDS`;LL-R*R-~PGzhi$oe{@b*KU5>Nxa-QDuU_Kye+uOV+q_mGpqK49%wK>prRJD{rUfH4kFuQo{rx};(MXZj7C6(!nSgZkTT1-D zeG-OCt-P2u@Q#k*5&N-u`dSWb*IuFJIDLQ6T#OAf`Ez3unw5#$I-zZm{gr0d?mFh! z@|2sZlti6z@3K1OrQ-iHgpk&d)#<`R5*9++<9SxC4JP|ap23x>6q7=XxQRXD7@{=w z?8>I3?z}iwH+D%Wb)$0mcH6aF+cgR@UUHHLrd4DK-5F1x7cSH6&vm~4UOy6@xLfyh zZ^%-PPBL^o)FgE)Wh~bHwJ}>)nV@uAWuHb`PcN*WhnsG?CfIgt^BEuLlaL9d7n;b)` zNb(WxqF2ICn$5h%$I1FO<*?!PgKNW}{r8|bgO^-e>nNY}h<3Pf$N^P5u4chu(Aa!$ zTG4_QT~mguoFVDStTUP@J932h=N>FY5X8TfvzOcogr9&z=PHlr7k5Y`UsI z#{Sr7opli(8s;s3#I%eUFQ4TGKDvZ^$&O(wx$r48bEHOzvOmwtAY}$dps36hj4*KJ zGn%F>Ia2wkTrkGleA*>XD*z?tpNLfqA+x}0|92e^{`Wiyiuv{~H1(-rPjZJ9{9cC9 zts?DPXHi!z($-ZI4ms2*Kb=aY_>RTczbiE5QFTf_S=~wIYRJm7n{^*XmenZ84;Q3_R^$IZ_VRz4B`P7J6T7l1Et2Q7)yr`H zYio2U^NF%)-JR?0{(by^)-uF+@sPPLoeD;b$PT~8$$Qz>w@wZ0$SapJLek@Ii#3Jl z?i&y8(pYdNTR*JDk zFp^#GlYFQV{{@|=8Lx&=KzH6BYeArPuyBgjkA(8zO!mhEZC>~rA@uo_QmKv0*AFEr zYpR{!|3VDo3?GJt9U=LNiN>WwM7E#Q`tjq(t_Cip*zFK&om9`kc7^ibs0hBm{}}u7 zu$kMfm4Wy(*kwlu%pfpORBF&^pB}$Xhh>A!Wq?C$EM1zVnm!cBQh%{@KMrqLW zt?Rx$-`?MU-#(6g?03J9$9>3d@4xaqjaR;%B_a%($CP=-s=WU0s_6NS7irl14a#7#2}aw8agIK1n;t zsQo4PIg6-9*Jn}HnhjZT!Bt?=jY)Q=n8&nKEp^CMQfGP7EV0)1*C)@Mr|uOaB#7eY zL(%5u7H@VSgDI&gBR&0nJ?DhN`~*8VA)5pgu-CrNNKIlk`7hAge&0#hU_%ji=-Z}q?~a4TwtW0UP)n>i_$m*bO1DT-n$nw zWf|NXy86C{`<3d=pML_O?$Bz(o7zr>UzsGGY6@q0zwiKU?_3GCHutr_pVN=RfS%{1 z#F?ZwpR!|A0&9z}`o-K0Zuy^hfYkP57=&iJr&FEPU9vJS2Pb%TNIvj?Uq>kF7*51- zk(yJi-g~Q#m6Z^TTsI1MLzzYy;}_d^tw0mKm2wM&B&fIGDkt9y_kc~wn*_B|FNpF- zl1a>L-P%f-h)bSJt{QSALi5m_EhW>}QnZeKd&Q5^%$xqq+xYpHw6(QiL{x@S*6%FD zN-Hs3x|{Mq-c!cZ%xq<>F>q_}^ai7U|M^n}WSa`bgmF=S-hOuwG%&t&s`>I$hMDn% zBY*CmNjqP0K`pyLzf-K*cI~?AUNRDg)_)!rW9;3%O27O9Q0A=Hg?YD@B%PQGfh~f8XOb7R%b}@CmiLYV5xbr7Z;WeY3plrPXlTd(M1c0spCy}Rx04(PN&q+I{tNy48gH-zyevv8 zFMHtG??m9_ujv`v3fZ``H0%NaGGDZv^b7Vl1+9^0aS-SC%ib*6qATK{culZiXZ7?i z@^o&etUQU9an`VUjUo;N)fd@Yq@}q)d{i38tvmrJ`=E_c;_)$xyn&4><TmN@@-$AE}s zY-5C4erWiuANrbeMzhYj=BFyT16|7$SnFl!>FKXvFy1%~HnE@g)wX;WJ9N(b?E>-c z;aBZs8#on52yKXUOKGrFB5r zzYVytdV|+7?~udSzwc9HsNA|qI0-}k$e~6#w5?DCCZ?Z9(u6HwWgezWU4XZh+(yU7 zO2DMEN3j4#fwDTGFlwEphJmG)n1)Ql-!f~fxpZ zZCnqj0|*{jkQqh- z+=Jam`l6rZuE8nr?QYwbw+yiUM59oZh~|lonWc!KFG_70+`TaeGzWi*xFSUx7JKa@ z%GtOXN=Oi^H)QALzD0zqLj?DGzm6(arq%e%c?iy*29Au5hxj9@9Wc57lb+Bk9465} zHT2F3=JMP>Md}{Ejr3N5XM=T|$Lb2*T~h4<&H-0fPSs)hn5L7;4RPHTeWJaC{(y1t z|M{F-08r63XDpvC)?}d!+PG_%rWGGa1o8i# zo&aD|khD605vONobB443mSko*I&wE9xyeH4@QxJUKdgWI);@k$Sm~N}_+aUueaZG` z6Ni<7VvQ#QMll5kN~Ukiktl(QbBn00di&-4(ADu{hZIC`sLhcGN|Pe-f!Y`UeWIkH zp&=;)+!v9=F-$0yx{h0%^ex3FotLe>;7v?|tW(WN+b>7-cH&7!N?NlC>!c(}@dBiP z6ppcaa$g)%;EI?DlVBeNQ^t?vGfRE`eWqfn4!`SH#>zZM+7b|oOgvQ- zW;jjy7VBbzp?j%NH|djE&D!%CfO9-3UK z*Ilu4mqRT)@U%+_do^jagQ9M)cXxH_TpjN?h` zSCm(G9*154xf=ZZ`}gl#Rm0zi6Es|o@Es8!Svfca^j#2dFtp#V&H`WB^sKBek(Z}O zO(??*ZC7etGM+^+{rL|X7U#s3Ce!YvB!BzGM1ZH1Aj@pguBK`xgDwYliO;{pwaHsM z-3iLER)Ujgo!jNhim8p>E2?k6lX(ryUxfAdV1>NUJq@2e&K(9E7*~Im-sAjJJ5E6s zmwJr{HD-7mdZrzZS)EmDo)iZ5=C4{X*V?@8Z(G6XPOhzV_eUuH=KP5IWB^DX%|2Pr}$#l!6Z@ zU8FwH9z()fMrlAM9q8zY&cb!H<7!v4yA@7=yd*_ zp)tut^BIT^5soqvvCZGVo1(tPNm_;TDW2u#QjH2vQ$ycO1DHjuYt|%6!G`)I$uH_>t3J`u%f2+uOgkG9 zw@Zw3%I^zA?VH8|Cu?m_6o?3C|J(u=q|gg-IE-Mjfez@I;~;Oyt+hKC?d87ul`}Xb2aOlw}v=pX>4?1G%Qu2FtV!(&U{{;jDKDwHl3xFbV9S?0C^=s{>=E|b3 zzP_iw89x9zdxX)ylK4Z2$KS8-1ABYoUpYXN^QU6VW5KOfft-+BVysU8F>xwEtN4`F z@#HTgtMu4T)LA*?FN^o6E-hV(zyjY)@6>Et{HJviXPJS!TGn~^DP4tlDIOzk14rEd z(b3T>2?+^`1X4&k(?z-YJ=;Ogc!v|}T!VeZG~$s}9g*j<7y6n6(p>p;Hn#aESvsT z?kkiMkL1a6zrz;#aQJWRm%5~r23;0|UcT}7Y#6Jbuq33vQto?GnA>_iJm#$d4O_Dv zt5(hX9*5<$v~jriZiC>Zft<4H5oB2_sxgm5!LuKxi&?#d@Pdq*a5z$Y1)2TFUkkXg z8H^OIA~NG7am=O#LRn&8ANmX#E6{ULU@-cD_mUgp_xvVkXhcVDbN~RRPE+z$a)uvL z(bgoS5)?CEbEnS>f#{-y=1Fi6LtcN$C6)nL*`m~U4ZyR*YdRsKh#M%SfDs=!KcADr zA4+m0T3O(49HH)gfa+C?KO35v+A@Ge?c4p7Np|r@%^0u&*sDlW`n4tuoy0)sgD!y` zsiPb{hhHxwF{STR7OUr>2_f6Wg6Dw9_qVLDM&FR*a%{2Hk!02s#8^aR3)sv(p>y}OAaf5C4CA#Rq#+aef8w;-##%hF>O&OSLkKazqPmX zJ$drPpbO-*&$;x+@c9$Q)EFseNAxQb{UMDx@JPX~FMa_Dux3kZ7Iy0ELS6{x3C00M zPQPc;M)LFA##IZn;CNWPG6KiE947=9OQw(T#ju3OqzQq^4{QC*ThXwMO^=!R^yxm= zCPwWteJVS20BmZN{Cn%4P8WLxl9v;WMuit+D!=X(AT)9ZE-aHA`lzE=_T(W`WrV4% z84J6F7_yp{Vm&HB+$AF$IRtg=-&h?rG%#=z99>m9js_!!j=lF1B)E0Wa~ta&TM(pZz#7(K^s&pn(<&C63S;kci*O z&FI>}pz**E?`FSlcGi$iFg;n2Gz_{3!4qwbZ_kIG@$)0D?|-4Q{095alHWtWeraOZ z>QhWm`2R`?xdAjL-*O$FHs&bBt-h3=ATG$j@BZ~5u%;3Ee=z~-%#AwTeoga9Rs1lguI=X z%a$!OF*S|P?gbA>FZ-w)1;zcZ54o%ZUHC;zIewvjLq9@f`4IK_nhTZ{sPuQH;^IG? z^hxw&<=;oMzq^{rKhJY!s4LiU+Oe0$Xu+B{RA8+nFkuBcIyy+X2cpRsA0L)ZY>`dh z`Ll*P<7DoKiEO$&PM*I5wFwS;ic5-pi(Ftg?!7!Npb;j-FVI(B^hYys%V25-7~MY~ zPOJ@Op#k(%vM7CDKS2vL=lSWWcebP)@+$)glV})I$G}U#h)>;W66Fuh+l%a8P&446 z6k8|1FbEwkM1oT12z=Dz`L6^jf#3`@ZT9gtOyF5BO!?RYgciF^d~Ps+0fm-HJv!3V-;OjJ z@kE+aZ!=q<<4D4=wk-;QmGq%{EJQjF#D%al&?Z9^yAcBE+J_39XwiVzu~5Mk&47Z- zOKNRTg{35aa+Cx~`rBDa?o|F}wjQnAlbjjk>G=b&MhWIzbKzV166AZ1@C)!g22rFk z4~TguAvd^@V~5cE^8B$d2;C8v=qoYLj-R_p#V@U%eGyKTpmo~T)5d`zxxbA{#Wlq| zgVyWHX}ee>j;LtU6OjV^!t1$plfT^GYad_t3v!J(-0M*1)2C0@_0P?XSrID2wiVuq&zqmE8c%868?%EHZtp)c! z@K3rJg^>Y8+{D5w=T9gI9|1Q?%lOaWNPNq8c~SBkC`AxH-8%4TVj@HPb2361XQ9Tx zH1J@!36cSggK2w_r&3z_+>2M;Do~njC3A4gZxLw%DM8;XoA|EiqY-*{E;YMpa(vEwUA3N`b|!{6O0yo0}~3B<%2gh8s=(X z0)D>YVqeV$;MBC(0V_suT*)bLCDreECT5qvYhkqAP|W_l0{kGSI}yo?Vq~fU2wM9a z5#Xra;#fjMtalXVMwj7Vy#|XchT2uYZ~)G=Mg8LfuBaslLDB5d*{KJBaUf%$=G%V< zMo4!9nAK#zQg{a1rbhr3DFTQ{cs#}3$UfMZ>+x4gWGH}sUvNsfw0nM^{q@;Kup%O;IIyAd0~Ow^9a`IDat8K)@l72=JFo$x ztKF^;z_Ip-QZJ>^UHI_~@rQv+;e-DPZVC1rB&H^YX7FzK(rnEaZ7oDXLB39ZbaG3c zEF@!Vi0#Ir-DpS2=$}7piuQ%FL2Sba1%#;>8Q|R_Kjb*RDM~I)_N}wzBe|jhv(;^tt_~TQJ~{FTF~+EMePC zO-*;1l{3dUVj0;r;A_ET&_Kg>LsT{_`4%xyL8N>BN*gl)gTClN%Xt%9Gf|NTIHcjM zo7Emc+vaA2WkzBbzDxR8%0iR{s-;XHVAZRrF(@M*t%Wz#+Hnn>9Lg{Q&nhQ0ZD`FI zDhc_wDfJNKUT$};AKp1^)=<3FOBMXG@9g4S&%Ig>k+;~hk62vKuZxB9x;7=?O}>SU+NoxTQI6)fk}&IoW1&)s=XNW@h)8LC z$wopXS^W0c@#xueOV}kG$&H!tl4Nsv?wJI3=p+4?XDLx&#fWO0=9#8U3z@#6#RYex zJb}WFqofq1#mhOhZqe2JQ~*4QyRbecKNc zkh(r!)_Xw?H_{JH4#P)irs)|OLsMkkCq=-}x-dEiAUF=ERHhH|ft6VX7bs(r56#pw zq2`Q9-LID16E;RWBh27yy#|QI*HlDJj$SWK!LtEI%@f#sd4#b*< z2&5o3JOfp_(ukZ@!(#@wKcQ`Dws7{5;cQp<3`OD@3yVZ4uYm@^^KAu9l&MKrHWj+M zt(H)K1`ZQ4eNY-L1qq)&cWkV|kb^Sf_=FM1CnQVBsrvyzcLaU_5Z~6Qhh$dQSa&k4;%N zoHY*>knhaQmXV7ZiMK3mu=nEpD+Q5X(Y_O-#stioe>GA+ZD_2=xnt!O7j7U-f~2n1 zNGvRDg>(fAGq;F*g~T7cwD6P%(vDjIP?(L*L28?Tvun@=l?!RgsR4e38sNE9H8dE> z;s!@sQ1ykh;(ddSutm8tRZwI@K*IN}#tfCUcMk7705NjH+mslZY#|V4PC(M*2S1*3 zfglQV0#f0Kf?^uw&OB2Sv`rIaUZLs{|81(Zejw%!XKJ}1~YjTPHtLf#dS5=dYvs@BqyZev6p6coE z_XjulP~#4$*^p~?QCK~rnDCyJ6V=ZYz#g01==PN3Iz~|R#+P2B+Y)tVPAEKUo+uC}{MvgEJlgC$D5Q_;|*tSLC-$Gkj z*3kqV5}AHtkWEqyhW7E^iwnUYXa2xBN6VzNeGYd=AR6X>HOgy1dAm~NIm=in=hVOY z4(~o;ecir~^}%BwSHr541yBGXhB~5Wtib>JSwLRM4-_|Z7;EL~FJG#=;b3pC2$Fm~Cs-l$jV@ z1>n2`-4x-%(n1%?=~LCF!NCv)WC@S%H)h<7CrW%-?@qoqCA7^C3L zi_Ff}NQb|C&C!2IDkEw;d;&!`Y+Y5z70{s2oS-0effrsG8VtF&4^ZL2>!)#=^yl!NVXED|XU|td_O)xTquOPn3>FwU zDFsbPy`*)+assbRrdP5!FD`h(0!BNt=FiI|=@2HM#4Yf+xC~OmPuxMw(hoE4L%=h0 z0Ao@yr+&>CM}ihRl<&_Y7(7O7q0Y!yY;I?MdvDn1#zFK@@Uf~VQ1SbJEu9*)bpkJ< zJ&eIlRWgWL5baHk)_7#l{9>ZfgC0|gj#JwKyPs>~x|Ar)_z_vr9zw%aI8mu%FkfRr zC9pPXAAnkpZO2vYj=-P~a|Pc?2rBdAP`_AxP1`_h7*h;|tEI_UugCb6n<*lEilNBvfY*8xH& z=uFSRfYBMISL9pi>gpnbY&C1CsGx%uh>ap3&ZSQ5!$zKI3lq9o=248#U|v%8C+@KF zXzWRuJ|l%8Q73m`Mr?NI?SxJjkXxIz18ahEOS%%kq*=mv`~99v~YwErf&&YBl7T;l%UzClN%Ri*i-EfRs2YryqPlu zCja}r=Pz6k!@wuTk>I>XkFE{BfC&_3e1YejnU&bqkJ4G8O|rARHn zCN|}Cp@G#T3=-}@UwVk3dk14@e#>JY=M6kk>%inM=P-a|+$TWTLbn4bQP6xf$~V;g zgx-Tio7VuwDL&I?tX)Y@{|1=aM5BMf$BnH+J`X~oRwqjhYo-YU;L!#*o0aPZ$R0$S zE7bTaF5V#Hp<^7dcQ0}6*KcI&n z;6Bk@!OQ`&)n(20;1BY9hWX$Dt~N3ti zT%IVwl!r7tQeMA%kATi~TyGdsdV#6C2zjqY{d~Z0x@z#OP*8<1LP}NVBGkdsHgd@2 zLC7z`dO&~BDmz}*%1eA`y)ZC0KTqv;fnPvD${DHvh70Upj@p1MuhiGN4xbpdNPXS% z-!L8|f>c--mIauh5Kt0F+enRMeVVtaCFeTjwyE;fx|>KrM9h?hd!2pRkL`_xhPoGx&UlRBNCw$cL&82^;9~SV^V0oCY#NMJW9Q1_@4)qYH6dV>Tl?ucrW{RBYhka+qKFk+Mrw-(WIT6HvJC@4gTPu#fv5qs8FsYlp-CB!nq9 zJx{7rsft;POR7M~)dYJ8;@x*~YWNi4vA*A}7>WOi3F16A8z3Kk&>k^W@*#?&*iMk* z<>b6UQEwn=ZOZunH@WjD!Ze!{QSkcREF**63@vX^<=YRpNEdj`Q(y>qABz9Hv2y)& zz>i$N`fw)Z%urn*&(?EiXJwUvEa+=aG&IB+M{p48yOpxCvi$oVOJrvpc)M_-zHRD2 zn3GMY*l7Z`^e~dqMwrV=SZ`v0LUAN0Cq8;OSM=3bp)3G*KEXjURztPGC1)I`X`a8M zozV^ARI@F+cUGXhfecH z8qPE}Hj=|h1k%I?0J)mWWyfO)F|iUPReKDz^$ZP{(EyhQJf<*hNq(UqDcKhnW@l#; zAb?&```JnoqNHf^Q~1t=Fz(Z5SrK>G;?<;)Z=>1T1XM?a@>icpumtPRNg*}%@K?i( zkiME%_L2zUC1h{ev127lDz?z}cvYr}p=RB_XxJ=K=BR84Mf=Lau#WEf)2Ei@zk!UcGgtJ*y$Qm*--xE(rlq=i zNApmC{AWz(ZsAy>wJ~@_&*(SyVpA=%kfHDt;R*jOm%i}Py$Bg zT(rBmciDdMQp9<&m}{em2-WuPayz0yhV`c{F^+)s35-=Darf?BM<-`$j6T`PZAer^;;veuQ*{ohqo^fk{pA-L(s4(9y~LvO}=Ps0!1 z7(b&2Tl4pTsl1s#7s&cuqsO~(D$v{eVwAvI2tMlcQoQj7?x27G_Dg&1WvGe^m=Dv@ zG0D1^fDfwo`aBnaz^mZc(^nFS!WeEJ@!W&K3l@MAN1GSc7@L)wB_6+tCa4GB1o!&G zcmaYu-&`y%!xUohD&&DL+}W>Rm*YzKnX9R)_VgbLhg(A&k_wsGKvaWfkur+{J!Kd$ya61 z(BPkk^qj$#Xg9^3-iwP8ZU9we=L2rvo_n-#6F>+oZ8w4WI=J&C=8nXFLP;EoQ49!H zP_Re*V@5!i2>LZCQMYHGPAR1xXZ*;I0j~wTjbO@S&;@16TMS%$&r(!&TaSgO7{aTr zHU$}NQw(`O;>KfEc6JZD0CF@9cm&Obzo@s`g?1v++Q2$8{sOOo zFANjSkpnv;x^O+pz`hZ4o9Mr-+J$b-GWTV*CcX_xQdtJ6*)?Tlw5TCh)Ygjp_<2xe z`NQ&d!=+;t6K(Xei*%f;(cm5jKrUwfeszqa^vv-^Wl~&%Y4(L^@Jz!_t6Ia1H~cl%q7EZ-d$4-qnsjt@ zFiQ_knT5mYMffSeOJqc$~*VN}zzT=@oA6?IznuZcDu_H&0R7cFfY(|2@ zY(XKxg)HdyV(Np4oZMW@0xG5fAM`E#Z@&PB{Fb|vP)@Pe-Mkg$%`J?nji4%lGZYi% zY!E0n96xjN@ni6kHhowGWs4SDchS#6GgR_>+Z21ZtAfK#jQFyU3}$vN!a}0Iy;uQnjfR+FqV^h;Ee_gAJkFka z6E_IrgVl2idhK$&>pzX~3kKr=n*taHLDB0h9|4`>%k&RJp~LT52hecSR$$RqRt^2q zE07KO%%8fq0n|reR)-qr5r*_@GTA$EJgh!FS&97u0f5exQgzI_--oE_rxOOWO9gJr z88frHV|%x4+g9=7(BZ?MXLx7$7po#A`q74!$1vhr??rT@n1n!2%l@mT3H`Z89GgZ;U)r581>Ow0ZMpJUi4txGDv)i+E9ls{dZk zH3@!dup=K=R9J>PEsvvzNdqu`J3AI&k8z$!CpF+g;U43Np@)xA$nPD?Q00*#7bY+^ zfeJ9QLkq+a%eQ*<#>+?Ba010JmE)h8oSY=O>Y7|A5)Lj51E|`Bo~v-=5rjlsupsk_ zPWXzO+5t|hO#5chz8k*2kHC&YX-P|i(6s`SrXC$E3GlmOkXnu#>iBA_18Gsr^^?5# zP=mTI%;lQLs3j-@FK8bq{KVOELL!FqaqZjRbgX2BLJJn$Xj`=`#E^XME&gugb(MHK zLu?b?F^F)>bLU!L3~ooMf-Ul(Dj~v|0VcpC?{!-qvh*2DFobl|T4bj-VO+888`^)k zq};b4R5N1R7cQc2N#YX_c(9}ogqS?i2TAz>=3_)c;TZ31WXtjPJ|my0o9 z6M~>Iec(O!$g!sIlMCkmBbeo>%-qWG%C?q_a>+}W^CY-4kk`)-?uCW<;#@FFkAMTl zhGt6*#-6WwbyD=Mjug$V0@+m371x5b5ORwGAM`0DRaGKp#fx}v2}oaV#*Pqq->$$V zQpFV-ck41;Q}OD;^XS0>)_B zOiUJs4ZlBYI366ev2fj)vleuIku$Qz-p3~bc)nhbncr~p#j6*)vbGQ1cKFj=4Pk@;8E~08VvF{ zCGsoakz+@j%Lg*hsjFHDWuhxf{_^%fS48nwPDa@qSu_r#v;olGXD?v#g7B!h9d_}8zd`GPH_ztsjUQ*(IYhV^a2(qM$6w;n1}1sE;hsys z^rB^5YC4R6z}W%tAqTum)n{ubucBTn1?EG%pL{4meYVrMc*LsX%~h@-7M{IV5CG2_ z=G(Q)`}+Et%PnGW=J@#qgb7l(0d`;F>b{=PCj5*nl)!2HgbSHLA%mcu;0$-4`UXFK zmaoPFcjJzV9_!TQZ&N7L?c)?%)$^Qq_7mQJ(#51tW*i1V`nQA1cY3~1^f=I9&T@?G6A%QCU%jfcZIDS2QO-f0?VhY!4yFIR?G|-v(wO zLlL9s&#xWc@^P9_R}*@RFaKTvjHCk2J2XT*PE1wm@}!D4@`DqATmYROLzcnp^EpH~ z9{i!Tp%12eRbT5)TlThq#u}cyg{q%!k1wKv*g;v2;eui0$7b~S_|loVEy z=fAB+gxc%;lLIrsyJP&xh`@RIyS-Yi;o+^~RL3AniYFS^Z} z;*GK{H1CdglE>krsY}ub~qOi ze?b5Ddc=AYZN6pn!>1q7CKI1j5xw*`9i)LGMldz0E)gR7*RX(;fPpr9H9tjPG)R=6IOSk22B;usRE;Q5yW^66@O1^B|$*zds2 z-3R)ZTQ)O9JkNt$IH%G&k;p=whmkN6udYh0I%?psNonzOp`Z_*w_FmCQpPaC-$q$T zOiSAG1P_Iufx#lgDN?R1=uK2m{MqB5iV&_e7SQf>=%)8xM8VRtsm*aQmV`{qZ@RD> zuVKbS?SET#r7{`;o?OF&x!*hd{#WI&VZMRnh>2_R$(&4Ow;+rB<7>43bcy=G{HL%h zKbVa#RqFI(ha+K5U6&QWRT>2)i!_WBQ(=frVYy*8>Vc*KN$Bl6m07oP&=gHT8l(V; z@zGry==dIC#*eKsdrM18iLMZb8{pg{uu{pmr29s?6WEPa4*eM!zxP0ijR;ieh;P~B zjoAF*l59TEtCH{E4b+EyKDlE>T&(%2*3)MEy8iPyp-~(`aFqKQo!k`ZvVJvd$XKG_ z*8R4oEBtOgOJ_!pUiDCck7x@GUAo`15>0e}W9owvccMmukSYThU}`QI`2jX7l@B0Q zyO+`4T{M=KmV0GoIlp5f^x+}7H56CAXHruzyzB1ocsCWo#^(b&B7s2=Is(A}gX_dg zNUt_Yi5;anx^*_}CqS?k0oH(p|LDCMm{i|ssLk&2^;EIfeEQjHZiK6&cC9(~U87Bw z4@-b6b?iI*P<{g%C{@a~4&vC3Y9Hux8U+bg=cY(lg&%uiff5O@(D%Jtju*{&Dbe$N zo3r{6|1X9KyQGv`Mfdr2FGj#!uJ6>!;TSsD#G@ilsNXpEu=wIdHDjYDR^PB3s}`Bj zWeuThzP(TEI0gR5E}|?Zz*>V3hW$0NSn-01P>%al8pRU3fhr;J)5Q8RfPpU@iS5iq zdwbTbwu_} z;qTQ6z3f=Hpi@+`Ri3 zMErv(GlZ_l;q}5>{$1wp-elzt~5SJEuaifhafmg0hdjU(3hu{vv2>^{RxTU0fBJ*Lxxd7-5sE&EwY79y}1 zNNp<|q>Jg$Vi4gl<#2Ogcj)o8b;<&p*$ei%zF}gm}gH7p*ugccShI9CX)V zsy((Svatt%3Q&W{U|w`>qnNtHBRMFw5l0?}JCxaqp9;oiWVbVgFg!eL`nvC?=OjHG z)xZJ!3%`TyCo$ASq?l1eKo5R!|6Je!w3z|kiP^KWn!vaY;1&rC;s>yDacwK$L;d_= z9|go07Qj`igKu`~7@MF55j&H^Q3BmCn&_XYFCpDGtWc!j4Ie~P0$^{}*y>zEyO>uh zbYnS2415&)@dpM>)(ryGPJfu96xHI_!Yf1AT?TMh7Ug|}SP=xZ-5G5?W;#xL32ckhw|Fvs? z;5#tGE1d<`C%&bGjDF&kdWljPB^*3(^gPBZw@QBx?eK&x0@gMrhB~W8w`yWvmy+AG z=n(@VLwP&$$qk(6RLv(_)(Zm25_(#7;aBHheeW1Y2xY?y0%}*|)M#PlcV!+~2?3OR zq^}re33d~Q@o}Zp6@-4lfq^TDw;9pX%ii9L4ORjL9?y%_wpZ! zrLE0@?vROyIEr^JRMC--zD+$4_mMq=r;flQw3%+tp~jQv+E}q<1ZjvJI@7T&b4Sy9 z09Xx}nx0)Xb=1eXrnRNGUdVF8E4y}H6c(`Fo1831E$2HKualesASEX+&lF}@P#$8Y zZ`o%Z(jC(Yf)>EvYh@2cBN_U9G)+&ZFg18OV- z;y4Q5IY|u`IHX_m^Yd#X)^S8`rN;uVHBxN_^DB>H;D37z9fc_{Y{IzmXOyK5w-r@e zXXrW?dG4k-j!3Rs`}&SrKRu0;D3A8JdWPMqht@wMPa&H4d3^EAsgbsD2-R{+(#zO{ z>AZ-3HntrD@=#T0!B7og0I0ecJmX%_6B`=gUlfjrHVufJ8q=?rAn4#YIW%e9TH=|hJ z_PMXsQ0DWzXvt&(<$hfv`F&H6NMp&-`}2MGG!jR7fj?!qW=yCq0owBxNVxBx;MUhF z?vuYtfO-0Lqm)@gl}rksLCfMx7@mL{$a<*yIAuDlCaDu@vOd`0zB3}ZeQjCtR|%y( z#P!+Lp~tr|r}Q&(+C!FI8YF!1#rr$13`<^w;U2bzCQJ|!<^Qvcqd^(JgIGPqI0DEK z|GtRvgo+<6Wn#}543RD~U#zo2HwuIj3{G+L^I2u;yj^@stCoVBCa%P1*ZQqkvCp-q zu@zFN&sLr|JD&bg5aDdmwF+#;4l6-pm>_`Cv(#ccAb!=)%e^R=52U zgbnkKa`%_ML(uALr3KfY=t$CAVARj^<;%3kmHO9oZZM>bUGcD3Q7X;`rUaV<>vq=tH$L8_XQ(<}2B=lTYUj)8aK5Wpd9fO4)mdEpcL+Qr#Y z>~Rt*zBo9&<2!ceZovW$ql#9#@{Ym50DS1rR4rUUiLBUYsOWNP4sg;J@Rg8N+pUY}A0#-eSwbTqB!OL>Iv!MQ>*#<)D-qOGCMSfLzsVL+= zbxea-iW;0%{oe;;|4^r1nnBv+8B5C>03i-FZjg3ZUOYefAea{`Owea6b95Z4B~}t^n6+!S2p||I?V=_Sc}|dD zDC1=WtLp&)0qN&~A<20!7}*6HnOwtG)%^s1+x*gyZa2T+PVg$L-c<>aXtYKf$T+48 z!E=RRGbHe|#(;~f`Gb6g8M`_R909;c=dJJX zM4)8CJ4dB5dC=}#xR7W{P}Pt4Qu~n?4`0UYY5W1cq?V#iw(Tj%VAUI;!}$TSfs&hg zaq{s9+yE2YRwYVkW1@t%9y5YM9S z6v-EaLk#MAtIJ}xrJGf(;*q^{7;4s_5SVYQZ9H(c*4DWEQ-=ga(nK=?590W1+u_*= zP*9m5(vV*yn6HJEwPSA;W!2!Z*PPPplrW2juKSr3R);voxtu29$B9x*e0U1>16e9@ zE|8e$lD!lTM3X&qP4%p5@@F+awIRPhW5yVB>f8~0Ri6B6c*Vs4)FQ%HP^OW^h+qVq z!3hT01p{;0i(@}j6S`Tr#Fv9h0+$!mVU#rh1lxutHO3L7?+P3cY6SfE6>fkCcMC*o zt-cn(W0c)*?!+mWZqrAw%Ln(>Bv~?sIoMsRwY0tA{y|R{G_QD9wbXV49mV~iE@>ZjIbO{T%uxlE z5khk?DS%C-jv@M)!g*3{AP#GT08ba2x1#c~A8FgizYi?+6oV{AfbukCWguz{*;N421UDoHo22_bitWmN&E8m%-@&;85v?we zPk|TEXgzna_o6(cpVnc#XzBg%ZV{SfFEOLb!yYKogQ8T~D=p3Nk@PkH?(Q)-w!%es zIhIw}q@g=sC-0Gy{tFXQQ&h~M&JOG+5_tU&lfbF3uWtg5CWzHoG>xicePR&tW(6ga z;tPs}Zuf$DT}x4{C+#2r{kVV) zh~v`-z&8mALEXlJvkFs;-@PkwVK0R7HYfzCUk2OZb@O)IXRS7B!Rn#3jcWwlqhp;!sMfNU$})? z#lgl4(86Jauv-bBBaE}CA+44}^fV8NIJgW~0qMPMZZ_1@0Yw9qt>7T!Ixo)z54Vk- z+MCtFlu^seB}MAs7w0gMz^dlQg#Sp6g>fuGpLPu^;>) zm6?^4+&}(|AY|SPGg~p9^0mOm6&NWW&#Zx>T90M%9{T?WvwJpYkl^Ne8nTfCz5VVgKP zBhF_t0xA>#uH%hzu+;LQC+rmfa3!2iAn+U^`{1)m!S)^NC|On&C3T3vTUuV_6s}oA zytXiwrt{CxDr3>@ZMUp5aJHUvcL-{9J*UKcIQ4uWp`~h_?&<5J1F(`h2I!6C1GNE+ zj7-3mpxCuXz+w~mfaz2nF~o%gEFF{zkuKnzD(dR~=_KvWQ5(R=77(MrNB6mTD~8d; zyBxo9a(}l?v4{_r)JAPTl~1dYx0~!$1MI2~%yk!}1Tl_eWjTBgwfcL%_3&V1{luxLfa6B2SSE3TE8K`4har^lwJP$GY9@lKPU?| zj$v~WY}kzYjIfA}sALl+Fysm2)6>%k6Lu%X8;>=*FKAKC3*u;M`nfOqw7 z&xFEa?6<(2qzZ$s-q)*=#>)05{2`xjJOSf*(1yVh0JjMfyTHZ+D0(_@Ui7mOz`*7) z(Bs311Jkn1MpskQO(5KWFt&{dLWC43?0GF-Hg4|c&Z;d0ThDd01eHk9>Js22wV?2} zak2@%X*fniNy9_ZmUsFz7NTJB(phV>SEum?$C&^yQb=sFZWBUSRdKuVBkZX(v8;=- zDjFf3aR3mScym4d?O zqiwvNn3!01TAZmVo7eiLy+IdLZ>8{Xr2hPNqW%Wx{oZvLbb6q%#9$8Ky4v98eYzje z01_b4#FOk|0AU3$0qYZuiahkGFM(p$7B5E_JVaU!1>5&m3}9-MW`eJK3yy0Vjemxk zIUjnA-^6z0?U3#AMt{flaN8GR7-p#rlKNVK5dtYt=mEV2VT+j=xWHh~Nx1P5db2!i zdn)sQuykS`j;uoF=BPna?ZE&6P3U0kZ(N~&t*;QvURaO4&VCPq1~+)N?BS_!(Ch46 zg0?Ih!HvIp2a8Ibm1NH3@8iT+GdI&&L22ygpWBVtp`+z>68c5C%j3(@K|r=tl_ihj z8e9!pXln|c0iTgF1Dm3Q<*|<-9h+-~IKFf8;XHCuXhEp;!`i87D59*ajJy%edx&P~-7RwIwGT03F|`OsP# z8Z@Y-)BwOEeGM;xX)pn~qiHhZ+!tZcT{WpspPHSFc4Kol7V(j#2k(}H3&-jf`vyZj zN2fY_9OPZDqi0M!=Kz_m!A|I}(z^3^+h74yZbgV5A)TONqxm~RO{w#Lv(n{Z*>)YE z@IW*a3#-BM5TqV-iV{|9C!~3N@Y8zaXp48AqlQGo0|QE729%pJSqXj9Nlt>iv zs->Bk58Rv%_QiQ#550dMOMKPT8&9U_i5+lfU4NW_(ua=Lal42ZZ-9^Jx-3r8c9F}2 zR%X|^vnab^KeAK55AM6*lA3s;?Rcb2*ZNQt&(;t14uyRG;Uo1YG7;JvCI$V`cz;}^ zEbOg~mXe?*Xe@?~FOW3%-KT@TcpFiNg=wpxPW)%CaGB*a3XE zeZrB8lmgVkVRMv(g(ajFQ4aGC(^h zC6dVkP}cNvF2+#=V_=mUpn>060UAr3rjYNHGM;d5MM=pLSj@=ud3bpEdMPd%gSf1h ze<{_x6$wxbGxE(&_+u)ROC=r(!*zZE0pg@vwT{p>fr&wUCn)KTjQtG+1M^li#aQBf ziYnG=+lA$nIXO92fpDG`ZdRq$!amlk{L0tWp1F#)*=R>q2ZX;>;zaadQ#sFA|UZwfHT6Fg>YZH*?2SRo%vo{x>(Q z+qhPE_d0*Sn~ay}Ze^t9{p7Z(_?~LxLT4J_x9Jj=4_p;$sIHp2(H<|dOk$(s*}7Sm zQ|>#Wr(n)HdTLfoqV{sTt}nb$2rNPL*&jysz}?4VdQ{P*6&w{4bMwdJa*G;wf>i4g z-v&Q^eamRKJ=p-6M|PR zilZ0dvxs;Met|?0CAAF&101lm-GY$a&wy{nIEZSg7-h?4781 z+Cg`%4Hb`n(G0FaTxx1e=QK)@iy)gRzC`1^0nqRXJ&4!kFg#PfqGDVI!(I$_iDC$X z4u7ny>B4Qh)=K7eR?p{Ok?PfftQ!i8k{aFjO#2puV1CYKVcTn3ViGFM3(kUUXME_?$_l0 z@bU0Or&*7ZbvGsm25^wlOKUrp)Xs-sq(l8&3;ap6T+GN0j`QC)g{*Vi(#tq_{4RS4 zN3v^|d`9>xC+0x!>4Uk`{<{)wjQ_?c>D3k9))z2Hx7RAT2@ICCrwD$iq^Isjd2l@g z9CYG))f5|(^lNbKWn>99vrQXMn2HLV+I+%4OMGWmSfua!+ThB^8eh>9bOD^hJu|+Z z0S?YeOtSs%-MiQD^+aRP+=BMD{Qv!kEQsL|{5tAW4fhb-1HZa9%Vse0enM-(X8lHi za+M$5PA-058yfd0eSFqz5?tKD()V5B@sdaH*1vx|y{<(zU1|9KNyk0wICsvxC5!Kc zEXl?Z+)|5gvKygiK&PjBuKn@Iw%>Vz+l@~vyls-6=Ra8|S0^T^7Eo#UC@~@VvvbfL zm&!(E7Mv*}Mno8B2)CTmMOjY%E)>QeTDSf}2NbEch1%Hy;p-p`LiWEEAA^ zX|CYJCSY=jx-$9^m+grDZQrDee$HR=ZdcuVqIgM8E>F>Rx6hm(Rsh;5zC`fVax=|X zN2tiMuO0i28Wp{syHGODjb!&jDbJwfVyiJXhLZ@D2(cCP$>B{cA@!>Lu zis$)mN{4if>*VnFglVA_uFKD!JG%g$WJpw$u*>0-SoD5#PLM-%*+lm*TMtIBM-3t< z)8RN3EV~;OJ*-0heF;;_m*50oMOKOfQ|2mvXDY_M`+U+k^G&gkoGfK~A0@+f`YgA@ z)196xGnE02G^VL??N(WFrS#t5BfUT6*DT1eFQqzCf=*3Mjq47=yzHl^!zWcm>XnA% z@A8KW=~?S<@oDdkR6nSpX&sBYuClduBLW!uko~A6HAXO27U0-T9O)fOK<-SptmVx$ zL!C_uos+SOO@g=Zi%T~a`+fNBF_PGR(Bp%-ayNIY8q;^;L>Qm41~4e9%gT!d7zn}% zja@FtIwLcw;Yo36-u<8#V;!Rg_s)v#+VuudOI+f;j1Uk5eGxvAsc*uBJcNEaynPl> zP#h}I^KP9Abg@0*c5~AMHzA95jh@Rz5geR>`LhyDt8@LYXVdc%g5P(Z>p?d&?j4u`M~VK=pbxyc~@y=Otku_*<)*Gq2J8;kSo*|pvGLrn{o zQuwR05B&UTijfRdD%{XaFypVts#(o(=#}QvS`Pm#j)Jt%%8O@os1IHp*ar;nUH?uzYZ)WT3rJstYwg{q+PU*p>Lb3^u6E*oxiaK{ zy|Oue_{!d2zi#8llmdKg)uN%8i$%HNGfCV?Do)|_0kqEZ>>9a-waaysDi?hz<*hM#2r^30FA=OL?p^l;@zey)} zPC!r)_f~0iR>!JwO|M1Dnnv0gp8fq@4}_~jMUCZuea~Y0{+(-&t=H7>29$J()Canh z@<5x?od5QN6IuwV7rt&vHL@O~vr0V8H7dH3y{>jo+VP8vXY8Jp>b!i|gS4 z7T4g8IQ@+J*&1$h(_&yH3%jJ?CEQmq9`jn3t2iKd%V=Mmo$xOmp)=`X|cKee4UA6?5ZFJ9l=ia4#<}hYJLYlQTlqW~psj z2@yg|X)bswYmbPt?bu>>U3KOhO_8m?QOx>HB->nuZ@_inA5czx+Q0{x`Y}+8%lN*k zS2IuIB^b;2vRqvduHLjZAOkGDIk0vJw%FpyLXJKo<+6tDg0&050EUUSRP*(DeMJX> zvIE;ww7#;bE?O9*i13uBsl<4l(8_wN*}dKBStH356J3bwLQ^I;!5=<@rtn(d%xm+I zA9Q=?vhm~#&P9k|cD|Y@u{UfeJ0wH^3UTVkVMXLEB|k=sz4B%gAYziqGbXu>K5xOjGaag33zO`(CIpVH`9U@7!a*5Q|ktSaLwP zM$e@PQ2nnUT!O5iIQ-Ik(TnINO-^Y&_$#D;U|R52sA>kvxWZjg1=AY4e}$kEd3 zAxDWS$>1&J{G;8wsd3S*yY?X;+Q%^2@aWYyQ2$+J_dNO9#GT{S^JnR{h!|jh=6v`~ zHYDQV-IeVf8VW>9|6C54P3uxR$!rtez>pz9?=k%>~6rf5X1I=JrTifne0rP)x z>XU-E9K=)dt*QlH9{*_V2zTv3Q(chEvN>x_A(wUGp=k_ zpc*%RP9cKW5N>RIh@B0~;Dv`+RPbXDzrpvM5AO0~dhGK;C5v8oteQ9W0p(&+*4)(` zI+t)daffZ$B@(V1AARBcxWKk;M)h+)`mqKjSlDv;y2G%CNg>y3u5)0Cy?J2A8^k9O zZY71pbyR64@4eUJ!Ov7wA`4||1k_stngRTiB&FprVIXJ(buL?!4Z1}N-YqLke8g#( z7jlg$u<4q%Nq33+f}}JFm#Xa+TV|mq5f;{?Va9aQ3`WoVEI{G7P_c23&ClZ5ld})s|snWP?29(vL2)Hej5(^)X33s;!WFeqL-}YIN?#ALj@urD98~`T@9>! zzGYiF&ZVUGZacURFXPX$=U=`+$~bv_3*G!-M}dc|nm=Dwnv-vIm~*+%`&2(oOUoN? z#$)HL+ghQsi2hpOXMQzun~~Fr$p$V}2&VOdDkstw^{BBAOS3rfJ8y=#PC1$X54N8G!W;QgM+PN z_VGhLKH?QQ?xx9ZQycGPHfmbYNNUPQiqTDJQhxXD-J6FF*V|*VWry^07PLDnC&hHeGB34?MIf5r*!&5mR#Vy08$%2GFN!R()l;$PBP0S*gB?sFl0iPjY*Ym$@W{7m4^@^$}ctx zdG;IN*eI};2pm2&GgQb}bJgXHCt!@enmkjmO1%(TA#;dn4%c!ittcpbVftOL;@uTkzJ2o`sitjN?3l4{HjrJ12 zid5xh2z(544{tB9emxW8_r~A{WBY$C`S;yxK+Fz<>wO{Q@aEnsQ1ucoOr~%K12V30 zYb*bSm55sLH)powxp_n7mj^z$RN1=;&K4@aGB84yG4n;O%$OCMkM&9ZD(uIb`#trm z(=2X|jJ*7F>P9j$Zdgf4Y-Hc_T3_AXC9%d8&&<<6ZYGF|vr^Pn8zAs3u!ftc3}+cC z-_=@CV4ddz5;ig416Kqkmtemoi&XY}{`tqHD(LM-9~;iOjDv@JD*uAzp1{asj%0*E zjcw*G0#(CdD7Rgzil3gj^8U%p?$dKnUHo9wU?o1dRqmj14%JRxQhDXd6{oSUM&K6b zg|C6^8t9g(IV`Wfu#Z1`W4_g3TtzW&L2kU9e(>uyInCg~lCUm`|NNIDI7`{ia{}$`Tp9ML60f3MzJ<-~GO5 ze0-b|N$*K3D-$DUXm6Rm0zlP0Oq)7pXO}E=?btxV$sfB?d#9D29}Z+R$zxj?JN<4{ zTpTre(A`xF#RHcHS}SIL3+n$KyfyX#0ukWDW(yTxjhps{(q}c%T1BPu#JF`e8y61# zqC!OF?(^t*`#Tjm#qJiYS|z#v_+}tu{%CyHWuxVx(4-BSzX^E)U z4VFC1*Xnbts<3#M+Un|6dBTm1L9qsa6MBQ2hi>)zUEid?T0+_)Yv9)aI$BT^Sazo7 zO7J%m|JWPz;Ne4NrotV6!b(oDMs^~vT5EansF-kKd~9&AUSZ#dnRE;V1_HkR&6X*Q z&d~r25t-hRXTyPOD)FP{-nE8pbEq75f6u(o!P9fpBH7&%cvD*2ep&_|$)aN2HR;3o z#m-ByE1N<}irtt0H@M$)Up9?1M~lxskYp@@S?t`)rC-ix+m?yd)Bn5#MyfFrV$NW1 zxVEuZkO{gbKj_QUKm&x%|KI7m?ZWP-em^iGuK}G6v$2F|W7CevjZsdp>Iv`1aV3PB0s~7fChS|L?pR zgTs3kq<853SSKbXKq~|!7>tql8`I$p&G&#k#nHRxqUKxc{YiZGzb0mf&(tg9mJ+T> z1A?Ma)u32D?2}rbe^zzaWF}o03-HXiJ$V$Zz5|-h#s6S7#@Ud@#n=Km;wCBc;TJ}z zT`-mz`^iokK?36>`@sD9^Y5Mgb>eG(%>{Of6aQ+96V$Ii8-U6!%dLJ5r8j1YO^8|+ zpL+u@`@7|{_afMBK4jbLRnuQq_+2Os&bl8K9+BDx%j}pdqkuaPXt(lMdw%YrU+|l2 zVodcNT%WVN>iYqX0yi9by;~SnuPNk;R-=Ga|OMFm-tUP z9T6IeUoz*h$4qej`dKWsSfeT`^!>!^pMYEe-{g;bDOHJ`sSC$7;6Ouju`n$NTcj~V zVqU0r@!7e1KK>lsuDI#Hg~A_L($=B<;GQ~Dqc9jS%O>NfqV%<0RH_-9gtvzFXF%*i z%4zMb?NsQJ_Vc2tYQc{0x07u{yYuDOEGc#nTeU${J(S+)Csd4PL45e)JvV4cuy zQP#x6&wo6M-ZPF)>d^YzB1?*M7OKa$tG|e}X1X}E_>$t*jP=Wx9lYFfq%O9IPHh#j zF!T9O4)U&StI1#D{OQR;RlqXpT4Bi18(Aqsk!bx1M=%VPv3$q83qqrz;wL#?|aq zb=RXt=)RqbfZylsEQDlfmdNI6a-1xhxu_L4d^>39%hjQ8f6rsjq@biXFF9XSM%f&I z$5QJ2%+}!l`g8VC)y@|6!QbN-QdWyf^=Js=FR5W10wZy_!>s_?xm0ClWg#MbK|n>> zRN&>15aOD#K5ySU32#2!`oaAgHtMmlvu2LFuDUk*>DJypN%7Z7*Ot=p)tK`t(}zDZ z*8Q5&&#o61&(EC^b4nchUm@q~j$Z!ajT?gK^-XW>s(&+od`_K@d155Gn{9LUyw+9M zHuj=&r?Ebev1&~4LK|}8|GGPI@QGhU11gMT&8s&I1J;}Ga-q}XYeR`lgF@H`O#70+W|g?$={g-_#eD)-t@TMTUXRXBmF;`g@F22 zA`_a(nK7|zJ4+f)e|F?!0 z|69YqM|wHHDEr>KCsWV^(q#v5K9)LK!$`dmH+zEI3)4(v0P&I|xqu$Sd?b z_;b!zClT1BLJ}4+Sk6Pf{o?OaHT-&f*S_AdDkIijE8-UXJY?Zdwnv^!07ClH6}eaP z1R7>kor>mLyVm3Ht6LSn|Nag8_nv%%y;oqZtr>&p6OmV%pu!H>+p{D15K@3y$hxR@ z{l&$`Mjj35UKR0E`sR&*aG3b_cxci-O>?PfCaF>@;oeV$X06aK2%Kl8r&#O85Z#4R zUP58~ER5GN(m5g#`<^UX_4!U5=ZL28oAJ1LfsaClZqp0?bnm<3{E0stv(QA0+&&p! zeN5hE!+Z`tBiFnf>Jb(Q$!^>`O}n(C-}>{x1zoL%47+tZ<&8`?J2$cXCcJ!^e< zEp*}3_TJ5eONBYl6*AVwaB0Qt(TU9zEL8*@-zrP)@1? z^v?b)B0OP)E&$-ib7b0o3V96QGh~c>@+R;wQT8@sjC~&>#=*S!+-6PTFsABHXPr9) z*XP6opnhAhNvg(-UlDtV+vxLyaZaOJ&t!>14u=Vy~#wW)Jr4%%$;GQq#3N_jk(h2P-djHCT)0mECsPCsl;e zf`@MMJocZX<9tX(AoSryHN#YV{>?*7lY~`Swdco*MT;s^n7QqeP&gbyx*2$|Jvku& zm{fIi^0(!iN^XY=P4?#0P!V~q@v^kDyfY*lZ|68Wd=W0N{%mvHFgf^)tva=O)g~<| z+xod~WjX74U+4wo1IWe?2uImFT#%*BCew2&3$mh*m+M|nnD2Rx*W={+&qu3K3xK6^ zp_t*mTjy?K;`WD<3tWiJZGU>27o*+ve_2i8$VSc7uk1R5X6z1>r3k}cj@tUVLqT9b zo&$Ce<%zX#Kt>FVuggG~-L=kW`rq_+arCG6KjUO&$6eeKab*8{8GeaC=OvX7I7glp z&&UU?i91Jia|AC;-Z9&{Ml6Zx1Y>3z_jT>S$=OD!;WyiJ^M?!z&K|^{uyg$xm^_?U$ib)Rm9 zX`tVl?tTdt1yePz^%b*XN|!gXu)0>%tiWuy<{gz6P;Iee`J{6um3o&u4E09-jp07I zwX(cnzg!y|g&WmmP)p7@00tnC!m&V`cae_a;~9B@PwOKFPxVb4H@xt5nbrdr4+$F- zOPh0@L-p|VwjVw$%tTYu0IRx0J)Ak8umU5WKz7)Do65?}?E3VHMNaPiidR~iV|S31 zOO`530J0UhrX@lmk@VgCCl5?x1K)LcanuGzoq}TB11F0voZ>Wi^(|a!cgk&!px17E zjMd#(PsvZm-apDJBgqh^2eLsuV{}@y=-eM84ARhgP%@ZdSY5Cfr{pI`6D-}Oc)V`l z%pT-Sjt^Y#{k#LZn6K>x_uE}Z`=|bP7Z=A;#|tV9jzJ9lSepr- z$@#(5nZ-&E9ie(h@QLvlW>=U!GN}ZB#~N3+5Tvbv{OH zXZPk;uU^?%Lg>#8OVH_`;GostBJBhRKz#RaggR~jE2wr~E7=%z?QB%PX6E|<<6~r@ zN^MH^!Xs&Ez^Pw4?N7{_J$XqEjQd?bYC|*&zI1qJD30&>?`c7g_kiHt49|}9*4Ea` zU|NERnB8G&YKqd6)HX^;@6O_uR6J?)$CD1Ta(uw{Cm!p+I~+K002v+{-J3ge{<{g3 z3vu?!80sf{TLAYKwy}VMz3ICR=y%CuJR}7JOgUOz{R}LNHXzHBQc;t>0s1cP#;d!4_I}^0<8-=05po13rfsYp8l{1C_I0dG z{F0`nF!@HF$-4k}mvqrgX*j%H{DQq5;Ud?aEJRb#(6;;OZ9@cjHg7#W@jLggp5!Qs zkN_VMl+Vb&Aj|?Pq~~aUS1#h1v>j-;t?_$c{U4p_zpv3I$=hq3MwPSi``kO#smTp; z5*I;cLd?FPKZL;wXw1@gth_&ZR&M#PcUP_&{77A8bOxKM4D!l|bO@=W@cHh3)T{|h zNm(hOKb#kbf_k7UTk-7>q(TpJbRxuWw`@jNfX1jC+6!hTNa9}H|Fy^W+X?pZ>8Z2) zp!)QBvGahstAnjM(~0!yvHn(_Gz&m}6mM4%=#pYsVR7uwm))u&p9>$+A@jw|u{&hX zwCzIPpBp=zV|0TCW_10VBeEJ4C?8%XX|s^HlsU53vTH5B01REbinpiE-zcv2pzSefwouK?nQ(DYM&n z%>5y%nx`)|=%Esw2Thpx!}YqT9~ha-p^{(Rf^}Pk0Cxw7?>ROgm^gT`4~>etV}nWfumPwXBfcm&K)vW{T{8r*M!JuJP|h{1z>9I;jPgE@h7xxu*SH17mON5S~Z`)*Pi>>W4-Y2CM&Di)mF!j1t4CfyuE$D)px{o zP5gUZu6s99O-0Vc%yW7WZ8r9Ww*qw{BQ^4CMSdazm3 zhrnYvPPz6}a=PynP24{MQ`r^4P0}4RkL|pW;l&FTAo~C~NE+73CuMHPzz8(Qih}Ao z3>mk=lgTLIkH_zo2Fk+7#rJctBctWpTYP*H2+c~G&;}ASp(3|XXhO35&1DBMrbb;4P}JI;}gLs0D927U~12W zM^T4NBJp*tF-TFnH5)oUgsm7mCuRa>`B)uuAhjV=>4BSDYb+_kpYSA>F#RsP8Y5b~ z{A8l9BOnWn^WwC%0_dcCc?0 zvv@xpT%7}rn)oJ~8`s*(kI_kUnc@&4fXmSzL>zhP9_>fkyecvrBGSjl#!S!j95E~O zIJD;0fj3vNJFHZk=I91R8F^6um0X=<%yiLIvI3+8zi9^db;m~Y2~k$VC%=yDKRCS4 zFE`br9^9vFi;Li0zaxFY7}i7qt~fUGGOtx1adLI_&d!#p3n8vFtV($Q@AtDM0+*;* z=Rf&RV(iN3og?2Dd3^%KT33eC^IXZs?h=D|@g6KNmz=QIg9f++34TWYB!p$jO7K^% zZpqrW7+m*uNX%L4`Ij%J(CD=fxpXN62BZiuhwtBu)}A_PrNXpw$EY`u+zg;}L<9+|#1i%trYx$Dhd( z;X;Q3boNcf=f@>`wp<(me;|xuqk{?~?{LbVZ-EaW7rD0u)~xJ&hPAS+1gv5119(=x zwkUCn>_l$*|H2;mrS=RS}YD#=bn3>znU)Omo7mf-=Dk2f*VhK;C8Qiai~6Y z&PCnyL4hP6{OgZUkOZ8Xk}r>*X?rWPb}#pwqrNSn-vr@mf%twQR<8Q7W5=Q%N=R6$ zlrFaS{#X|2a0k^qutE#J4R-eI+1Y<)FR+d(&oo`5HbPsb>+_4ZhG|WYRl-3rYi}LD zfbL88e{X0tw%%nVB)t$?yFXtB)3jRh>YpLD+G%3U&e#3SnKNW>fl&+iaY2sYTRjb9 z$0L3l0v}0hx7nrryK?(iH@2x2(IuRLf*M+q*PHacO=HusqV`%?d_+#Fwu%pir{2vM zzaEj zM#t~AdSa?>+{pNNotps@CRkCex<)%fQzo(lga{yVYP>p)Ys*+42~3)Tr}**Fd%ef;$}C(1^hQX_B0jz zsXGbzm>FtcL zYtZkKr{X2{PK4*$h=FDzW-X3(WM!U-iDOjkzfZU2p02Atwe`l#7yicT*1 z+rDa{%Tr?uu15u5x}tLm1vU?!VhV|JJinvERr2_xGS0??nz{n16HUcG@L_J1sDKxy zN^HS`1;799oxZjUf#OCwCZp&SzG52CyNTSrC_K}e?(>-LlC1m78GGrpRZIVdTQ^89 z(zsqvgy(k3q@utg@mMQe(Q6+k{Oq)Xf{iuut`JTDE0%bs&aNv}$-UMKC-)8;R}`p; z@I1@@!orvP=(^JK;mXg$Oy6-5n2>AAlPZ>K=v*nx--Cikswd=|f|ECP?u-TKMNZAZ!_oIJ{)S45c6`Y4Fss0bwU5m;f_` zn5tzltZt~cb}@rL`8jo0qiSV*Db-T}@>fHOx%+>{&j~XJZ9J$WKDgpwhM(yYlyOw$ zK?H1SF1TWtZSnPx9fx&&`n{PKLdEu9gKl(Wwy?+k*zozP`E@t&RkqSs!K=m*t+8j% z;?mb#U(r#7kZTAg8d%!OP|X@aU=B4kGt(h-Iw0un|5Cq@aQE)@!FXieh-WTQbUKv% z*Ad7hNfxlcWILXBz;;KSu_FJ_aL-P7S-ZiqvpayPp_I+&8#g#Yr5wV*Cc0doB%-<6lF0fuz zR#j)uieTkM!j|3PF>RVVcI2H_)g0qB`LR0Uv?=KHTO8nCif$niUs4E`R^Kk1H_N=I-)%nNT6Y^4VM*U3@Bxo`ERy!0|&Zla6&CH z%lm&fLgl*e<_O>?e;~jGV{^gjzuZ*fd0UOHj7pvES$1GGul&#bS6oNutlIX`#BUga zIM};p<1#Wk4eE<$IePujjEuDu)|0f0w_v@p2oD=V2QTCNzKzeT(t$1g337!?^eu`# z*LpmK4~k5RXw4G}NL7$#A_m)wPTB<2=u~h@>LKX0(-#@YR* z?On1Z*W9acYFbk*W9hN!Di!h9sYR6voYSqCCxAG2i?nx;T0BGD`0Uo$CJ^mARxj4r z_bM-1I7}$OubLYclfzQPes5uKqCB?r1QQ6&(vu1496wr=Qxv&jc#m-vk{V^sn=-4>t-;Ik(TZw7q>9nq+d97egU3wj76q>6OGim5k_`e~tIcZz}j2i`SKSd4Q zgT1sQY87Oai}Y`9VTFh7ncVjeMf>_59)@8k2&I(6a}yI1@Q_wk==BEqOPc$3meOj{ zRCyd7EdXR>Z^s5ECiME^h6xv&#y4%Oe-2`aUsOBC=YVTKq@yDM^beJ!2I!^pxeJH9 zT`hNOs?lsLR6mq1U3<~b`NL}`VYZLPqntgPkz6or3BLjekn8PrgVP7L?Mh;n6Q+aZ z{2~aeD4U}ZOCO?5iEV03Jb|AE7HdnzOAtb+aG`7TG7~@ENunjEiYG)6`%Q8VZlzdy zTsdSR82M7a{*)ikWSVb`=3=+G0}e&(%G-!2pCw|VE48QxWYm(4F}#;6!1$V&Na6)2 z#+v|q`S$Ib6LclyOv2dd&`Bo$!gDw6(ogMhM1Lo}eufkH8mm_FGKgX6dnnDpt;ocH zg7>td^n`WFq;_rx_(*?Db49>Ee_Q{+Ko1UR27?zfg3rcwxpnyuc-SDQ~hEh|?l9xm7$md~KqYnq43B8UwEW6;aL01mVsOd;`Xp z)ih9RP!avB27}7T=9SoxwdFCwj-DYI8|MhS!x|noRKfnh&DcYwCV`og&ys>R@pvk5 z$F&I2k^c2=SZgNco$u&|m2g%{wMAq4xYcX9(W#u`#glzP((42-!@IzLx27FIXC!)o zLIdL?nE}REAfCIG3K*9V;tPzmA*mx@*`R<6d@>2J-O(INV_aZ4G^W8UuD=Q`D~)c& z8Z_2fjj<7+Pa_|BM8v%|$AY1dKO7gnA(3fK;})c%4B}wc1RIc%A-Ymwvr$Ew>^ndy zTfi5b$O!nxVkCp1DcR{H)_J{CX&Vng8|+1{lYlkv5Mw^!&uWct+av5na?a}KG0u=^pP$d*CX(^m@8Iu7g~80j%Zu^xvtZ(MubMUF9{UGXYUGDg z$6;wB`%{n!-8)7HF$RJx64gRyF--z5Nc5Mtll#Iz&D0MzBHC{h_M}hOedox(e>OMa z#?~D3+*v?>Bb0uk-XLEyGEKaC5iP!gL5$pW4s?mH zh^T0o?39p86x8;xGXYUz?IIw-4i3lXqyNXd*8_nTc@>=JV485hHN6VH+M1 zz>MWe{PnF9ENwt=Hh`*5wii^e_W`J{Asm*f7B_V2IM5HlKRTwS>C@ef+6v>>^I- zFYN}FBsK>4%H)Zsm`*`|HuQOLJOAB@9sBkPqJC6ECfTPD_!yVM(Rz+kS2L-bA!~Aj zc#RepD4!ak^^hM(@6W$@xFX{0o$&WCBsSdH$(7vZunw`y`nQzXOiWB#=bC`I<&~8h zrcjtSZ{Io>?ZM{~R*to{{UVr&^;Qmf5xuVHN0`%fdArat2ts!{Df8g zVEVQad6N)qvXi1MKd8nl+SuHQNM|Nc`pLEdU*XD9KmUz)fDqbB2``-a_4RyrJ* ztoo6gq0W?FnmfcuY(fLy)>BXE|#9-jM5Pmg(~$ACU#04<`^!MuRp}BD1x*nQ&Da)4&`qaT57H zIFvO9qcLg%3uq27-Ajy3+IWF%!#d;4?{KBQ5W0ZF09ZIkm{qg}jTg{S;e$%Hsn(xop@tMr zyh3~ivesSzIsImy63pr@VVb+Be{70(VIW^y<<4_ue|*aUbZK8aVi^+~`w>mUy+@Ct zl+F*dt$SeKs(t4uDck5{l_=x9qF0V=1(z!HZGor*6TmBCYxLt&Vi2kEMDTMUytKbi zPlNnsp%Cr9A3x(SOgBc)Apr%q=Nf!)RP@lZ)d*?f^qY=uBAqX&T0Qwso&c7rM)9z(9ka@&8KX}&guU_3FQM~?>0tzxKyFM4M6wr z{1%U#^BJn0#`X44q_w<=F zA91z1RN>wNdwFzT935~0d1M-=uF1{Ktw|^cBZqKx&hzy2R9I6R_po+lM0V%yw0Ff>I?^_nef}pD(lB~IN4r(5V#hPvVXbrLmnVEY(uoKxds{yf=grl!#J}`dDE)@YFwzMM8p^UUL7np2Y6^ zM?}iJ1~U}jZbH~GEjOclCo3jZq^sm2%3}U~B|t=;jOA7__U$b%mK(ern6ZdzT^*fI zm#L)?pfOZk>c+<5#^VSkE`^_3A;pe{Ptas><22xDxCbcG24hRoRuK=wJr#h3b_kB# zrK5!=-0%d+kC_L+M<{L4|~$5A`@dpa_DdBP={T(R2#OHU)bH?;ZI9Di#61)erh| z0baFarnQ?`QlXQycjV*9W{WL_$7CF(gWk35N#C|+!}9A^rqDt}w)cwc zRl-fGvBP$VnPBVhyxV!)(J>(_E0}~SNUO82y$|;%Own7LgJWkL@K2~*t(2$Syu9`o zry<2gU3%x=+xfajtg&r-(W?7^OaqO_)2ajWpB`TJVe62YU3T0&=u0sakSrxrvhqE= z2$|rCOG}f$#TH2AI!;OZS_U@o?XAh+$hHw8{lSv9M&B()%qtnOFd_oFW0=`R_2a~y zsE!xru>ieJiG?T|QkAr~pi+3l6?X|D>xlI0DI%x=*-oAP6&`d=V*R#l%Ms~v2{i(Q z+$}=>P?eW5wss~u1w=m?zMq=;^JN82%$Ow`#hA(oxr7x0CXRi0x*3n8MMy#j%h7#8Z+ms&x=4J4l&=1FyH0ryJjF-& zUum)b$w^K)!|C2aen*SYWt8Jp^hpf9qDjEqirpSpq_Pe?Sp<^7AF`SB^B7ALEoU3D z~nQg9Zpzj3Sv42Qc)zh z6>m<+G9H(;lg!SV;a&e<+-~PQDcKiC1VDDv%z=|q2ulXrz4Ue5D&dK@L(TKiDZK=0 z)`)aRkj4_t!Dm{JWBnrkF`#K27x|un%DS3k4GGND^#RGg1J;F{Z6Z8@h1T?t!q}6O zk`e$LzJbuHuqU=%8P0^|y-U|Vo{7>Gt$-$~ry%Eg(6#Evh%W}!s9Zjb)(8+BGd8}F zh9pk7*>qj0ut8NtiD0P3v@oeJM$R_x;rviT%&?dRo-cX87SU=Ti%fh2U9O_kppy&7 zwFa=D4re-gwJLy3U?D+jv~%YjSfFTjWocTTD9>f1JCo+7$I?G-vz1+P!ZF4dx*xMx zo#hBUr13+8=CD~4#}CUkTU=1U*Vl|?W1uP-NlAwo8>3#>gW&rzV6hPg7ihIEk}|)D zqiO8{70eJJtC*y2#3UGigp7=gL7JYZDZ(TqB=qh5V=l(o^RK~R!BuzZnhims7T3d4 zTk`HUeQ9ssu%cf2+a9a*E3mI!#1?t>>XrT=2>kyI-)*dLqzX7wR?;Du6(XR9d}%6!W7_2FVD-qXWR3CAu1#ZxVk-_yaa$ zC!QE9K`tw1i@PML0(2wc?kvZiqEUv)^#}-K#l@OjX!sUkXKc_OBC!pcO;k^?|Oz@9JZWCLxYPWCTCpjqhp#VcDPJ^xkotfx* zum{xh4`H!vpyGcd6);aCt~rF9MYTJJY5Cy(I}9C!{d-e$NMdPML9f#EB@=rM;K-f> zsg6N`fokYeyLx(NBXxmBY5r?Xv}Q{*D?<^xCVPK@u#;?s;^Hvv*({5EkW0;; z*O1AB9`+D}QM{}v?1)@F7#ob8WqT{Cst}mA=D5Xa=yv^&`_4U#_4*G85w_=RM8LFds-0qdT0C zRpC~JacUG9wvpVN0b0`Z>EN`5!!$~1IVN`E1${(EI7`eV)605si_4z#mU$O`Ez;7` zGQQ*+)lKNJ z$eQO2SzK~|1q3C>-}?cCN>hv(f$*^btu7FpTA}rzrN}h%4-7c%`{>a|;#~U5l@W}B zsJh(~3im^6HrjJNIe39dTiT-#mmm0nkATW0^`ma#?!fyec(kC0{(!4%Ird?Joh-M} z0x zDj{L`6tY;-bROCqhSWeGVo1m#1L<>qdvp8VX^JMjbWLJ+%6Y+-zDY4n;ofZ<3r~Ju zilk9*0DI|*d(R*k9Y@WNTq6~&8 zW(K;$7jEg<3m={62*P>48U$t9nRV;dksUKjM{?>qjvVMwa`8M0dXTB6c=l(e#SJ<7 zbP*nZl}1ZjTg?VfVJa7ZcruS$c}v_j6%xZ;%p7Kpf(75*kbpaEsEX<)Oh11P(6s@h zD0Llh8y`A!XyqXs^-r%7q{JDC)kq`D%ga~SPR*w(i&OxIbI(k#KY&9QihNY!n*i}d zl6rYAKD#P3LuPUMrvd1qi+_{ve5c(R@F(GfP?OCPTaA+;@u{wk4hPyMRgAsp4XHx1 z8DL~!G~T7vd}|LjbC1uh_cBjRHuZ!GkvM;x7W6!!^r0C%Fo=a)>EhQxnd==B6O(|1 zf)R$mUcLnr;qJlYt6K#c#tAY8M9l3jHSJp?B2tRzNI);96U*Rm#XOWb;PXtZ^1eY% zi!5DbOf*{M(caLo5E2J~bAF}Ov~}PvfV~G>_712km#W3i<>o|QG~}O7Z9D>eGcN!@G97%yz#eD2NUKO3-d0ar5-r$ zPQp3pjm(qMwBkR%hgXwY9nEKQeHz?#r2kDdTFoz7TTEg^6tpf?AbFhr{&uDiecXWf zIWLL>4;TGDzo{Y$(8WodAra|8pnD)1&lq^~}MSXx#}4ZWy5WZCoZyzRB;fM-v@W}!>E=?l#r$4k>FaOpLT zmO2X^0AWXX;?+X0|Mka2xv06)sn}S*3$GbR#4d;BnMfQP9N7|^s=8ND{>DAEzO7tL zT>#0E*S(E`(eSar83IjQ0j(kQWjtdaaCvah6p`04S1DXZtO?Zg!gi(zsxE9g;FNOBfU0nOI-`a{+_P?n zb6!QNYNKP_7N(1+jc()qdVA)p_@+;_*SY-s{1|>5lo2a`znllZC>4icev_CHB!hfB z1e`ppsMwyh7j4#6oT*0#wvXc$AiKfWui}qI(-&fAG(sS)yXiPEZ}4RP?=EyQK89K8VcD30!I?N-4pXlF45iZVVh<|?RJ;tRkBz^1}XD^ZLBj;X+T)G8Phprt`a zY?3Idpb8iWvIhm&D=I4!@$f0)tLY1rL5vy&tvMEnEr?JSARGnOIBBtswnO9M!^yya zMJNGk=vJH1uLap&y1+!^<|`{J)B48aH|TSvlmKLUU|45{Ow3{6iaW9PR!t55iv8a$ ziCLHS^*c3_PS9gvlftxGnl6m#0;D=|eE&$VBTRODutQ1yM7sbE<=qo;aHo_b#uDGg z?7+PhRE*t0*wvB{*ug&HSpE9;{#}NYpPM^b47^8gWXWoU&1_c zPksmhA=S>58bfQy-MDF2 zZkSfk)T765*3QV~KX9BM{xPvNT6>#=!+@iTvKyKWFhX+?USMjK_Yy;NS^JqabO2}V^tJE6fvG$PgCNdCpm-& z-m)VFf`0AgPwGJSoGlmsGoSmw)i1xqHyNQ{RDA5Uk`LF6$c)^9NUS*sLvO3?X zn~aRvW1ER|Lbd9IQC$3@*Xl814(?r2Vx}ly{5A0`ShW6tQM=1fmNFP0Qz>XM@Li%6 z9CjCu%a!~B-KP7xV{tgDTdY@_LWb^C+&x4~qzuC1VDt)VC=)8!T(44(dvgnodb)#J zv_FJm=QLRmyg!hsS#%-fzU$oX+JU>X))?dFT8>-(63#UVPkmfM#2#aruoc_og@i1i zfgk9uYzhp@aT_$^h(^SxW~m$Oa#UZ21yM3LXah{ddf`&Ag1|2fw8Nj^mpQN_UgZLk z>^UHjzGmm$QvyF5VcWzLcMC4lqZA3#bkkiO8|Z8gkVW*=rAN1Jx99r2Fi>m1bm~xBq`9J@0!%{+*oThVFiYB!RvhI=OxymF^FqK|%IQ%cGLpF& zCcC**dPojoUr_c4maHlyPATpLFOzr>W2>2)ZQM}b080FbQ%gJE1aZSKNG?H_B&i!E zhY51kBfl6PoTNUHcUzqPdUB49E{;&T1+`7>+R9a*`khf5-33!a?;1Lzh;6nY*f0QZ zBO=j~%8rbfr5Z9Le|sm1>9cleX_eylG{TLq?3sRA4gusY4C6_GBWX5rbDsg)lgnys zYpcY~jh4V0SPMtAbP?Kq-5VP@0p*{X{F&AC1uvV?(BlGUZ|;4G*0T!~G&UMWs%`(* zeFnI^d|;=5e6i@!^d^ou9!E*TfQ|O^AUGP;?rrpZfLZDvWK(TCI$92< z0FEja-RKV>7*K7Qpw!#CZ~aN!%9pVo%bS{vefwOF0`hb6@Yo3?1tT=QPE_s-RWp~MA`4Bi|KKf$>1@MB{K z{cK~vc4S*gHpjy4Lm*T*?_pNmlw~B|MyxxXmu;t!PXDrTGOC>sCV>+Q#_E@OgE*=Q z-B5+D$A`GKMlLPniXak!-YK5Hjl~`;OR6k^nO{Pf@%ylh`Iny7|XKi*+rzy)&$pZsF(u!VH) z*W890rX~A;AVB?>BY{7$CO@J^158zLu}>Crj@kO#vM%EWwjFp1DvPjc1ocG+h4=3N zAD{+=#KuAn5W|BL9TuewL|ro->ZwB=Cz#+8@X?Z*xpa#%3{QSosaedyt$5Rg?B%#} z(Za3u3_-(ywx8-Unxc*Amk#au8(@hASaWs0HIhKRP=9uzh&H9Tr^IEla&omJX`ZOs z0jkUfp5lcf8=W1bqv$tX-uo+ziywSMleG0A5l_#S^w@gt(D9 zXLWI4P*54cvmg^3Z{7ux3T~{tx!Gj3irZCy3;qj)oPK`WThK#MeyC)KDlR^XVhfF= ze|u2$0NHMsw6yhiyYeuamUXKpI4H&w6ek(E#DS-I9Y3^QP$RCi|Au+lfb1KBMZO>lH1=rx5tn zKye9ySJruyJ=tA8moh{)38ydGbcTF26RTv?_)1^*{wF^%9?z3A`BK~b_S@g?`40|D zC4MN;+H}-7Q>uSKbaog_P9(F#2R;Vwf$DL@Zzk6tczi-g+On7-nnXGszB2?$+{B2R z9!H^picbcU!y*v2RR8ox!`RF=`K>D&>o3w;Tp@q{5)pofS{8i^4X=W>oKOl$sD-qB_8Ig+vY z&xEKzxh2Y@)|qs%(Bw#H$7@f@py|t3$j>`7tL#<>E7R8-76~}L8X7kltCh8X`KLS} z$F}0>k))K)jj)6S8vsGTB*#Tx3vhx3E|p77)xYrJv1R9?7k#^>9w!WdFm>FNrV-z& z@a<{n28wN8Q^^_MXcRRl$I#Ljtth;HD{%9>I;9bf*M`1ZHI_1+<7Q+RJBUnFs?-f^ z6VkATaBhA{o!oGDw>xpYbN(o}F1h}a4?qVF!?)+>NumcpR<m_w#VY@${1XHu zch{Bk0XTwAF1g6IW$c$w>~yEU=x3!ZAAGsaH5&L*#$~nhVEbka^Wg`$Z`9A~0QR@# zgFG4Z0QB7NkWW2Wv<34VvU2sjNwR@DI9k?5J4MeMpTI5~fy&oz< zb)qLOrrB(Eud3#T5R-BsQ0pOa_S~aah_VpJ-%1514xn2|O2hLKD?b~JqlifrLSY2` z^at!zm?J=}`(B`+xFL+;6dQj_nst%@+T~{UNKbWAlOj_W^Hx#DQxgzk;Ot#v|BU8=dL$EmWx5=lb2sXR1karf%2&%RlzQ(|J*c~^8zSLNrJ{9-%5%Jat#(DFg?jGVBSZD%hcE)CQ+EBIr@ z3)4^8d5>n}f+z73$g@zJoAPVeE`8Y7z4f8s!QVG)+Rknj7B)KsQsMk&boT^o)1&~j zuTl1`{327((HWV*+QR^b5e%t5KEvE zO0*0@qPzX;Y>Hin82RYl_Yla^a0DDU_EYz^;zXok1gVAS(vpAs%p3!1OECquDvm4g zsNvnEQQ34I__FgGGpsPeiORb~7L}(a*rfDe)i|9TT&X;|IU(2JsS?0q6wsS3&bU*6 zPF`La%2`VG@N(Ph>gJ}2TdL&zokO3Wf9aa5D0f%ogyT(b1hFyWWhN8MGsUy*!t@oW zMV@{5upG(EukuKp1l#s=phvCKtHuGF8Y1^Z7dgzRy5DX=BeoboTPcb=tD{F#5`EIe z7F~88>QaL^d9^`Z6yt1blBb-AQMLi2Z09Onha`zz`9%&SZ&o+n|KMU@#GV9IX5{qn z!6WD$5~Ba;RWQ8Q05u7+_5HzV*4>#LH8v7++p%ZC!oa-W$Mi+ZM>DFN4r}jG{x!}c zzKXkX5A9I{J)pCAz4WzlX5K$%U-{z2JXE01fn`#|%4~9U?9Zqz8P}l_+5y=2Q9YDy z!l(yikP08%F}Dk45EY`v2C`Eg@c@JIQ?mpP5&Oa^zcb#pYWq}1d(AuBe?Ci#DH@g# z8JOy7*^aa#5Ys5p=Sc3(jQ&3Q-@n7_)R{BFl9Jl2Z1;)dt3AFf*5Dn>W%kzlnR@yG zzA){n0&Ok+D7FFVM*#X4kb49AgpUyE?rke9Ec^(?5XSOJVKK65M~9))2NDJ8iZAXE zo5^#idl&(h_>;I3%tD8%)`*E&BLt3A4TOn8Pmr#}Lz}d5{oPZXb00)MU2-%z07k4KE6B%0F0{a+ zhw`q_lviv)y5zAFUjF<8r&K8(5m=|wn6;6%(rS?IdveU92})AB6%pYBSzcG|;<|IZ zFdh;B%d7L?(0e<@rNQPb2Ua)h4#1e`XL4bD2Ld&ny7STicjcq}L;(dykhf#}1pu`a zJ0y4Xr7AEdcAlepIy<@Aj!%}Kt~|k)^OldvFeQvbcU>*pE!h0%3)pdD6c}toFPu=v z{+u^&UMc2ZF{83l5SaukC`Wh#{woYs;rG$GP%Kc!7y8MilPub(N2k%nkj|6A4AQ_L zY#ENYD|Ac-Oq)G_w_M-kQNkhLr7>+Hn&;Jx9YvT@ZT7CPL8M&|q%ayFP{{23eH8uE z23WJ{S)u5!ow}$k1M&YE?`f~{H<9=3HfdRT+H1>7uUm0>&!&1cNj?6RtGK7w>7a~{ z%FdQX2@v(u6E0V0z@dc36D+t-nh7+?Yzq5BueeOlH_JGgooZ`H?8yDe%H~RbLPVGh zzqY(!Gf@e6Xfet+fBcm8F}}jrvlA(cjwzp!pal>nK5+HQHqVKOJO1%L#+VL7zX&k+ z_UiC8_dTak%Yd?$%STQ-ZgokmRP$%-t+ySHB;FgWc*u)Tx~17!@m|-O&vyBCN@$sw zuxM#%s>lJf7q8!ik_IH{Fa`wrK7@W&6F>^3(|p9mf$s4k6Pw&(6qK7?KPTXZeFI$j zQT=OZ1A(7AWA3K>u?AIqnVrZ3B&rql%8|DMu=dXMn@+XcLbR2*{DEky9uP0AcZdX4H2 zu!B1+NMw&8l3}FnXLA{Uyz&j3`7MUjz2&L zCW&4G9nd=&;hravLBN$OFMle;-Mq>8+Szx zmJr6vi7;zOpJSo>!3%NhE>-AuSoI@ZK|?@uvS9E-(Pc39Hj{sG+aq!#0dg=rx5Y^I zWjFr(5`{;=)ZcC8!-yhxwjR}u`+Z-~D+f8XL7!hOSS4IX^s=2Ysy(!Nw?Rk&XEHeJ zg$?rk)Y#XsvQgI&(_JU%t>L~fDn54_SySvQRL9ndyRFWX_5@O<#3lQ%*3(O=k z7MHNHAK7+8SPn(6HEto9~@(x#=+{sCmioM6|(<} ziUw^eH};44o@z+5bkk>07UpFtK+TEwMq)PPTI(eE&{2!n!IwIF)M`~8tGzcYSQ7+n zFJ;KnYfH?H8`h{1k@qY~)bt&P_F_*#6zFP%#G{3KCO8jhSWU}+v%mB`F}(YO@6%dS z_3q8X+*bMbZP}iRx|dy(d%`f784K53CX6eXM?fF|#d7(pR|_Cx-)(OB(B3TgO#<1y z(U+wnGmq#5e9O;Yw;=Bi-3ury>T90t*N=HZ6N_<6q9q+9E$+Wl0s5f1PTs8N81Ed{ex3RfPB)^#~jOJbDEJp{SHe*gLFQbLzePj+Df z8SbJ_F6tG}dDcaw4_t|AK3RIc)JhtIrT2cwz2FDPHFE^z`OpeV|GU@i5R% zrMX+qv2n)`6C!uqo?@p{VFBWS6$CW%HO49n+d|`Wpu%S=e#Ju~RIJwPy&60FF@Mb$ z4ev^D9W>%**qt=!kPiT`AMyVn_&LH{N{#KwXCx_XY!Q^_1(eNq>zaVjCB(V+{9bW$ zA>!c@K6?rVXt@$qXTLg9+Zh}SyoR^w)PQOv$=ELH3m;USfW9zGY$fqAZDMZ#Nd)5~ z-bSOJj{&P8IVJ@zHU!jShxsHY+enL=u0t;loZaS4Mk#V}f%$P|V=Nom-&6?#RlqNh zNS5Xpx>dpZE(73_Fg=Kt3{7M!(4mEZ)#`$(PaMlPB*zu^JHex%77)#SaFEqBTuW-l zaBPTE?1Lo`dT*cR+092tG*$e3U3@Jff(1yaZWRp5-B?T@FuJfqXNlI{LMN~qqkSOmQ@=Ee)#cnxK;?-z zTfe@0xE4Zq*A2H_G!JhGGIQ|xeBrOR-*OJj6VQ$tx7<{`$Y!sGX32u{=^C0|l3wst64_6(K%8K8Jw7Hh>abnS2frD-_#?%_M~}&>tdd+Oh)mHGZ^sr=EPenwYHZ@$C&W#v0*7*}wW{=Cz%c zmMg3)uc+a+g{zs>#H4wdr2{HnRFOLXEVYb`25AbDBmXD@I&;4q<`Z9gLGG*ZxW#N? zT=rkr;y<(ufv!^DkHi!tYvMD_L+}+gzm=n-ltS-$^SH> zwt}M-!Xj~~K0|OAYMe4G9=^64F)_(ocQJOpW{EUb9JK>LQ!oPeLexWWgEV>-y<{+o z8;%H>Nk9_*G?xp&QWZL0&=V1N25@VY6&ru*$spi%eGflaJdYQI+Up3*oBJ%IXdg>IRXtjjL!^Hq=hW?1uK39c=1*t#_22|^SeajT#F;)YD%4m7X`cZ4is6B4?) z%yM8n%N4YzxPE=VcW6cxC3pT#+JDrjcxmhvi=fyOJq(B5$JV->`%NlyRW1_j;HZAK zT`8Y^Lwv-({-}VF1yqjiAwHCDPQ3Hq@V_vBA7dr6Ke={~Ov|`Uc#$9NM;uHKcuJL=<0VkVrO`mNAYkte_ zhzZ-3Jg+#S;;d)P{2wb0miI>XbSV^Ypa>L3a&Z1d&4>Z&jU1n#8>Ok9AXcBjKa2{z zuM*T``p{C;$(YJxV)k5W`}XZtAdaZkC;1q#@~MV#aOO}p(t!yISO0jelmuj_yySn! z1noCSnm0DNf1X`aY7q??MivXA8gHmdFaY1Lwx4nE1Jt!b05AJ5HbPu+5VL6iq)=LK zP%=H(@Q8qY&vift=?ULEE)V@V%c5WRH824a2f_v7b#}RmZW)Vg3ci?MzhbCsXz8*W z4a;9|)U80O<;rW?W^thbE`oTINfBs7DJ%y~>Lu{YpX=kV0(`2;LOMVNeh;gDD#n1+ z)5v&;8pz9u(s{Dm;pEo_W~9ng0f9C`O|oArW|Bq$z-fXzk`fg|B~LvQU33|0Bm)S# zXee7MhAgP=`uF|zAV=F9aUosc*#$7{8WBIeZBrNu0t=Eeax|W!?IH~lq{-9%Ig9^D zvphcevZ`@dI{&_h#No0Je^0$wCL?Xk{{6Gi_TUrNR{I}3F#dvuaHwYH|A>3@aIDw0 zZ~Qid44G3@$V`Zml1wRu3?V~Bidqq6Dr6o?gGw2qNXR^tArX?I45bK#LP$vFd3rxr zt^NM??>(MB-{W{Yj%V+^p0yVD{rz6Ud48soS!NUOjqW=;yO$m+gt+r%eosPOO5UVy z@a4+{xBcf+Dm$b!S5U~3F?HIp8FiU7f;hX0x*m7fUVwd%5$K3Gv*i)D!!S3J)r?Mq zU>w0oMZ*Bx$c0OCJ5ihkv(TU!frOT-*D%PgI}AYyEz$&onfgh(&MnR6~k_+aP?27v@c`Z``l zBQI{5A@Q1{cj|n|`~sD~SmF0i*WCJoYf01zi06H_?2N zJnxaIsYB0@1p??g5l$GAk!z^Yi*HC?6$wbhkfr-lEuWg2g3%UXIE_DcZ(ogqNf!=J zVC~GSHYleWm%^h$TsU}g2`FnM^|bzc%WzBhp+<30oPa@*&{L$}MenR8%wg*hhX6xp zDn35a;emZuD$|q6@rz$$Q)3x$y;#PI7~jPfvI|fk(%YKm}e+n8!oCK!6o1_WhxnHN%TYUNCI`MAHdwIOp*a*b-9kk~CSMSjVyH z;d%VZ>R^y53Do2bT5$uol7MAXvr)}F3B8%P+o}sGpNKh@h8I|?x>fp^;rrDaseFCB zIbDn$o9MX@PraU}FJmZnXW*w^pona9lQDlDOj&tFJcTqv#KbObVYAHo6viZA)*q0q zjlw&vw=x<`JWykz??d1nKZvYqoQxT!MDL)9RY3+I+P9b#fLb_#l;~&~o=4c0xM_~# zZsL6&w&l;w-x^BX{#tU%hiFbEAEAayv{42$!f@69rTQF?eJaZ0@H z!wUWf-}Zh8rh(mv!zP!%txy2QNB#QWRgHPit&Km74eHW9|AEs=@r%eNIA2)B4u z{8i1%-E}>TI91Q*O>f2A4?kqokX=-9N$t3h8!FX4)T*$AgEFN5(V0ptTf1+aMcj8C79KH+=kqYjEoiJG2qP;8qhT7D3%=a zdL=HP9f#WLQ}!X;4D3=UY}?1sS(-OP3dlw5ZaBRk!mJL(&2iw_B!p1y^q(U;#JKxK z9!rnM;+z7prIDq80n;Qr7U`6iH+Ar31On?tsI9n-3Fnh8em1XBwg6fFcN6;;e}&A> z&{0|5W9uwfnHa&NK+pS}D=e${BIdIGl{e5WfYU=$L78=A-Mgbo+|KJovEn>~(abNct`=t)M9iHq(iP7zd-@)#`R zIQTYY3}Wc|@#7MhA;=_nsfFKd*qv9A+G;H>S@`=hg4RZURrqL@_{2!HAU&L!{cKzp z4z$g(_JOz0zcVaJ7Mi%uEz1zEbfp=Um8VQaSUaqxg{C1hltoXB=7$@L((8Dd5QX$NKwvUx;i8>mB3NB;($>3 zqq(=nVM3-_15=`h1^>~MG23kK~iHb6f)R`t_J5saXI!E(DJqI5Q_Pw%0o~R)7#^0gi z`ds892K7Tj*1HFX8CP!#!9d?*I61`;fsk#rtOYt5mFh8Qf}sLA7WpC&Y9lhs>jMhM z&4PcPMA#1mR=)y^{to1Rc*pqqlt0=IqVh6zgC zlzVk=`bHcr>QSqNki#gv*S9)iu-4{a5Z#>6)(`xcuAs(le^G6BB*nAW_fWsZX>AS_ z<>DKxH?zBue!p49f_G2W;KPsuyST*dX`Te}`*QTsF4qdy>;_GZ$p6dOe^7?Ri6jgMh42ml}H7t zpLXmx^bv$vJX-8(=%hrja|HY)<9;DqfrwiEm3#og*odU3t|FMqh>``BU$SeX`ud3j z(#IMd1tfP)R}CKS8^tyWdcp9vU{J^C_UP2_NBP4>oF~}5`Zr^UqR{6!hK{_)={MwA zTDvBPnD*Vc_P)8ua5zqA;H!(WN-0e%-K;^9_Ij=-*_Q!ye^8J&G(4X0fXsg2)s>9+ zj&*)Ij}h@rE+tgA{_G9^boi*cv4v4MRpEP&!gLw&H3O|TkxL>{g4Q8KTnYp-IeJhr zocr}z4wE2l2E9<-tby%8{4X?R_)REmU+1r1%&?RN1qTx-0u~h^M5+6he?w?yXpF-x zaGa~On;fnjbUXYVa$t-{Ww!jPe9v)l`AAqy0Op*~P_ADK*XXKoGk9Gr!x)}HC%wK& z_0}oNbon|Rlf5W^N1z}4bCX;oH%V#J%G=!uqczK$FpVhK?YTeV`*W^xa4ve`JZMnE z%bDrEsY*nxj~_qgFFy3-c;yGU*l~}`MKwr}*(K;L@V!ZX5lZ`nPn`TaOhDDZ@A?v* z3RJ$5&-L}t^1N(oLqx$%Bxq8OJ3^!Z$tMxuApZ28OUdSorBX0Ms5VLHU9M2{f8!b`mVTWi*b zWlUdzX25XRsuLNFxBeL{PtaiDN;^o8DH(gpG(?Q&c7|cL%w31wTzL*5P@$}wII~KP zPHke@S1JdK-b7P)?lg9Nl0P#G%M$=@>tdx4w2nYE2rKDG-H$V9g|{^)H+L}hWb!*n z65F6XOc-)ZMXbPAC;r&^pto>=e1x!moq`@f$RN^~qu~Q;W~%;onI}8|@1Oyc-XKM9 zJrUjkKz;+b-3cvXehdJwhj3tq4gZ$03b)_+w~qa9rR2OSLYVL=N`3|&OJ2OR%9 z(j`c0C>bmk+_&_cUIW++ARrpxakv>0ao3Ra7&KU0k8guvE11mc1-`b=jsG&lH{F=A zTJqd?MOt;yi=1PKqGc#^Wq292N?kaz98-dDP=w;aReZ`Vsqqm5?0-^3sv^^7kMZe7 z)|G}`gk6MTea}DTq0B6Ia7-}fd3j87)xRHpl{aq1-&2Rw$4xb+ff#&=v4cv?b&P2} zrvw{}@%++IPz-}VUvVEv6~LX#p(8-7cp%>SDUZ0oz}=Cdfw*Q;-boVYcYc1*Y`r`(|WzrO$`kJh?F9PD~ttec+-DNT>7OAVdg&J8t12QpRMIpbi9tA zf64-}q#q!UWnQkeU=w5 zgkzdKp5`75t0gFZsC)T=ge<1ofl&DO<)E0x32R$2rW(jfr6_PG`N!O%O@pzQmnR=8 z-Kxdi_85V41CJ8VzV)&Asf-5JZ(uj>o!m<(eKk=j<|)GtxW}$)!6k-~869gj%?@Xu15prVbxwv}ruNT3}FGyHC^Ci^kii zQfdpSTzcKHdP7R5RKC`aFJ7m$LF1xCp3ny>=ostIosnQe{|=g5bP zr$mq|1x+SKEisT_hR>hR8u3H4mTBBgz(|N5bk_on*#O#vkf3n+Yv*zPsb~z}qr?>2 zyxE|C4(KiTbgkdF_r{EL;rGLKcVi}jtgI=zuP@6!;wTT$j-FtoMau({n zc8x55p$Cgal-h)>1cC6YO5~4O4Zx(tN+47E_G}QU5t!_YMd6YaA?M&xg{J}soIyMV zgGP1@Bq|?+W00?u&B;+QSkzvB?100+P`oC!c}fJ2S-*;HsyM^ie8bM`3I; zw{aN7EFwD0BOAF$fDS>hAtZr~gE3|6-;%eN3d2$ebOPKy`O~X_j``u+d!aQ>zPd=~ zTp{4AZl*B23L~G{Ij2@z-Z@Ie(Aa(pu@x>OG+wA~#Xhg-9CTL01mnh&qL_RWXqGT{ zQ?^^E0_nJyduHz5x9VAbz=MRNm)ID9`qkkOkP#8)*nm}{4O5vI$>U8*YM*@-hpB4V z9PplRGR;oOBoPY`n&R9JhKYk*$ADMWw@|EF#tLy00i(rD#EdGYK-Ee1PBj}BS9rGJ ztyt9&OoFI_{|AYe=0U9v8qjX_g+PK+ao5oD7 zTEsirx5h-RvF(w!)W>Fjr?7_25{I^BMIVDNVB-2apMRo{p~v35u$;y;Cob(G=f!pdSVi-DFUKgJUFG89;-*y-URt`y8f%5sn*T0z=-02U=@NgGYnqxB z4b9DaVb}P8(;Uzw1NQC#`;Bi8H|$I5++_nXmx`)y(5D_S8f8~Lyir{CjiXJjti?pc zq2+rkpMKb~&FD+L$W7Eq)EE*IpUINh#sYYWR)w~GpS>{JNA|54$6FsFn-kYrn<3VJ zWAMk8;Qb$S4$vCaI^&VjiSDUY)6tUEn*OLL;m1)Blc1TEO!0etHzX%C=+uSLx;~0c zTE~X(#wYg#z$|e}X$r6$nS)+iEA^Gcouw#nAeBFSO5dNl=*5$*i>;rx$18)cAhhw? z7#dLJGh=&ZRS$x(4AK>?9i#Dq^5N&tpGk+aQ-RW^BFz**oyV{|(QCf?@L}Y#Z!%&C z!4L^<-%bo=L~92;XB3x?uHp|99&BA0>JkCpBEw7rz}AXo$}WUg;tv_aO*nV}gMz}s zv;gGIPd+Iuyll4Vkf+NadHaAd2+u;&4B?FEX}+oUw+K*;#$OU*oG3!!u?c{npSTps zcywr?DlRh%S*k`nXARJexhjh(RJFBl+&vvx{c`vi?{P^nVHQ<`%9?sqk1#Gu&VE_a zX?e>fVqd5RpchOG`{<9g-&Dt5A!{{A)i-lxm(Q3T*p9;{5(c2TOdHH>fY$50|}4Or28k^Hsd}O=@MoV0ci_D#3#sYFCX{ zgo#ooFeHeFY&11g%Q2N@G<%%jdP~&gmYo1se{9eOYT=~ao*f>`ohQG=em(Fs=}gV^ zxbpnwQ&ac1oZ9A+YwhFmzQ|3-D`Le;B3AqLD<)d(0~27;MU%l6xB`mTwA_zEf8XV&bGXv2Ar>IL zC<$|feIv{E;Mt>}ik5O$1ar!+=bo0@kgwAwotEA_T^Uv~4he?%DG?k~D|KYZT(+|sQcX%{|v zxsYRRZ|9c_zm~YgO}#~eF&KmoF~h(X=;HiNLSz57zP=@97}e_A_wUJWXD%z;!$Lzt zZ+yyR&xiOrbO}-=)y$OT#bIB!?4103E>t&BwDdKWCFO z+phzS;^fivD@Zp2{m)<0MR#%oEv<&=9n!}gzeV7_BZvGkh{?T5Ens=Ie9Yy7TSEZJova?>nXR80XSc0A_j&@CEEN{PeCfd6{ z32vkkhxY5pvvX94JdCjOJ$LSLvoa<|DfldmYEk@c#_!xOVB^BeRd3!1$;hm#tSso((Km&lnQ(Q* zuKfW3mJ;ywH!J2uTZaN{nwe@l3yfbHQyC(6URC2KQhO-hCF{m(q;leM)w~+nTbaIuHIe|56t1#rq;sMOj1?l0B?&;Mum5x#W^m}g(DBmT&^YS`vH#a z&s_R$Jd2HvzJfc(e%+z~@N0+zSDT5?x4e24xMj;Hbcx3PKY#v1xJXn$T96(0IPWMa zEhYS{E+nJqATwOv@X%6WtyBTrAi6v_^UGmDfb7xzNA#(Yv0B-dv>o3T5fXyZ7z&1X zTyx*4<$;Ra_5zZ+Ph0yS6J07D10z#Y-`Y$a`~uk6rJ~Qjee))z#nhDr$tUg zMTJJ`Ue}-B8$^cmPvJ`4xOHp3_D!9?Th!Rx@m*_0mib|dUqXIQb?D?_o-ofr4s0_` z>!}l^16%TPgCi0T2YXy)a;|jPW4K{z@uISy7!z~bGtZaJO`K1&;~q;~Z1~p1dFY0t z1&?R*UdNMyGEbS6i^L+L!i4qChM(_a+|co2rMh7eJ#)q#=eDu2u@T5Nsp$0^l@ZrM;ZP}h9q6ou2lGp{j z=JpWWK@0(Y=yw=zBKMdEW5*=dKI#IG53yQjT1s5H>(RgOMYHPUM#W$qHJxX)`I^^M z5(OEkbMFib4mFD;y*aw)a8kxMNSvxV{eA)oVaUlG3b_Een;%91O9f^BRQ{~lT?&&E^dKt$4v>V z%T}sUbbB@{Y|+|pJ@kOFSl7~W13KR;sM{j%y?OnbczJI71%LwtWCE4K6?|jT^*cK1 z2dF7JwzJW!B(2{aQSO_P64KIpAZv`cukYidg4wwR8#pOM_vSVI^#bPc%E9VeX=>hz z9n-k6NrQRan$)Bu+Ip4wO$iAJuf4I%p)gZ7G-Stkh+7XHu&T2Wmu*sVGEpHFEX|mk zn-js@@#9OrGK!!KNtv>9Cm%#w;xaOOot)%={NXw~<26<-W^&$gj)93O5DNy69#Q-> zKox9Gp4~GJfqNZ-oOgQ9^KzF>{2Mf_z|R{N3~82azs7`lN{uQ`A4z6Wff4hX-aZW!wrhCUsw*l*62edP=EV6(B=9pi7?1JZ4JokXPm==Z(y0wTkEcg= z-*F72Qua_%UN&Tu=NuN;()Iq1FaCSbdY$&QYpyZL;#<@U#Xd$zXkQJB^5}P57W?j0F(lS^{~X^<{&o$$ z8X5+TuU_KD4-G=559>WpIcjYgtxJc&ae!B^z6?_A@G`o6-o@oklF`9~2FAw5j~u2Z zCO*aVq4a9J{Xlt{bic`BfqVE9H7$+@6OP!gpey#?+;H^KHGPoc85QMJ z6k0mENWSeL33vi&Y^eg`;N~it)$i&tERc+sS)*X_>(*IDxAu?TXR? zvGC|r-%d3?`%^=#(?d({!d#V=k6m4ZBLbx|*B!O)?WC^Fb%e0-{eaV0i1+=`661a_w17&CI|;Aq5I zgJG`>FLGq-;WbS6LY&j z^#&nyCXmJRcxO3<2!HUlgpyU~ehL+&{62c*$YY3ixwyDOj8?vb%@SsEp0mGOo^}J; z=LO5k)u_5Sap#$u&RS4vXAtzOuewOeFJ{W!T^F}uY=l)t@}_iI0;j`Ydy}jy`G-McMmNp;;+!E63bKYoBX`IjD~nBN_$yW*|}Tkm|Be% z0B{r=O8nabR9fu+uJ``>*P5$#Uf_=%Tm9qYq1jP~qf$P+N7-n59*Lh0DJ65teaWnDG_j z!WsB*yK0KFnE7Sw%8iPJ3ldq(XmMAygU$n2f+vaGj;z+F$(2!3Bz9wvs~w1fCWLt+ z^Ns{9k~I|5j*HcS_-j#l3N_oI+k6J=-z>)fe+yy4C9$$ zWMeVxIgE?^Ht$?B!)7rF`3UYHB z++`(YWm!EuJP<0l`R6mfZD-0u*o7qP@}T6xZAzR1ASFPy+&Lq)Y;R}r{Or4y-_1=2 zQ3`VxLY-*Vr7|7(hVyE1HTtbb2_^E(ejTfwh^EcL6b*Jyooks zopE_h4I@6!t=e7#aV~KQiI=D!M*zcA)YPQ6I}_R`%F4&wc1T=YTn*T2aH6H_+T(}V zi;fU`#eRxrRPfauL;tSNu&~9mEL73$%zlln&I@S>uw{JxQ%@pk{cGde8o* zY;LvU+Pb>eJBLe*y5B5fD9b2ZQ5AJ{%t(snUB-E6HHzvcb^v!pAZQxsjgKL^eJNwX z4tx(nnwX1@$aqBKGHL^|ib8W0;_wbW>Z>jHk0aiwofnpT-xr>W^Vn-24P5P-;%}_( z>!hCO>y)n=WrfwEq(r%NP?~8SA|Z8BrWB25XJ^s#ME%+#CzrPQABwX1NOAh3M~_~% zv=p{aW3O}}ZlzB5-EJ;SZSCssmnb8Y2Sz)}?L%}@?T+rhr)kK*THGEw7f+eB?tGrh-UApVng32)N>LnP-^1G0j#)vy!r-H)8OBwzdZHR0s}NaO5be4H_JM zME8a=&rWe!YIl?yZMx98TXAug)}0jh+G9cL zIWB8;E{bjKU)sdDAw^Ji3(M@yMuS_iRL0-wQuX`;+tZJ>eXL1i$C43zAFS3^U&3%$L(Ts?DJkxP$gM{!9{j_4BP z?!EL698fBAF2%W_RIo>(1FErsGo8mU8JZL=;Du3!ygue%T3Wh2GaGJx#H=2QSifcG z;ftF`Ca-jllx!nJD#w|$SdqoF@}Xq$MQkMNgMn0F1K0$?V= zO`Dj}Ix?>_h^@e4gjKZC!9m|43U9+7o<#6M6bfYiS#EC>lPn?dxf>Ickd&mEsfZn% zl54v`**)HL343%f!pf8g;vn@AnMb)UqBx!5`SLcxtFrp6jx5-8@uN1|j?p9V+~6v_ z?a-S)<^xa}Q3U^Fns(I3rV5HndylqF_hg$ko>uzg?DZkH?P9g-=>qr*2oI z-!r79=<4=Z%wKxQG&y!3qjB#TpJ~r6_w$oj3da^+E@p-SCHpfip`;De?)cVkjLun`&2oGUn|+U_s5T`ZMd(MqKqtQO^a@{I(waX!1M1aCza@``|11i zE45!enOr;d@P6T$EdN$luM@FRWk#%(m6cZ-1=nLvAKFk){yV8Eo--p4pPjEp_6cgi z6GDX{sZ+<61sbk<2c~-c;@6CMa+d9MRhfDL)V^8~O-R{^!!27m6c9iiTPx95@Z?Dv z7DTg$$Hj|-N0YB(7TBX2&L&fWe|HE-($CX}o&3e8*?Z#ekKDIqiX~lkyGd9aNVUqL z1+T9>2disq8_l#Fc9cCK0XzTsV@FT7YN7}8x*S!#W(@kAAur_}OqIsk`-Yl-e`maW z-=7G=zdN7+_>QL?@))0aL**P>LrMoBq1`9e7xd0t`jkC|NP-x>(*^@Oi4~2 zm~dUfRaldi_;j6>M+aCv!-EGC3cjKDzt-klv<}T-qXn6@^Y0%!MSL=@)vM_MH_Lg0 z{milrAIC|Q2t!4|?-^jRJcZ+9W2ECR9Y9t>RQ`Yc<^fUs%Qiq@k<@v$ALoFbbe`i^ zC8vu}Jr#`2fa{OaRY=PEmXNR!_DXYIRt(p$N6h|z{-jQwK*0#ei>>g&P^(CEu2vKH zuyeCxwsLT$&sbda>h+95MFTj&d3*`L$3A_1dI~~Eh|5SR|L^RCKR?WFC*3M$GN+Fy zXDQk`I-}pO$=V&UCzL1<+0~73d6BA0p}7co;=t-h-LRN>cd1Z_2^L2pH3i?}1av6C z*$&lSfS=TBZiPglISqSF70bN`L z(s(z5j}35508v@MXMS5#Lrr=1>{;i%vt?;bZwle}Mu8iIdv-&BfB-@wi8~4^lMm@8 zQawFA$KZ4#@&1fVOjKly$z4@npNRYawISB>)6ml~0>cFmvzbU!SFeUdYOTwUx{r6U z38@fq3R31+mg*9OV#I<*@BvgHB<0@WaJ#8B=i?O4S7|L0HBhWqKM97Ns? zY8}F>4d8_AhHHDBnK8ct_!n86u{+3aXM+j`O{l$B2RwHq#0*Fx(BU)Z=Kqp@y7f2dOoJN%%57!FjG5G6>a#}&wFaOMON+>-8!uspPD0a4NRut?I9n_6j z-J~3af0IP#5x5hJVvVutJYACsWL4WS1EXwiK&oV-L5Ezoa0U_1(b17alm40Cjvs|h zbn=7TXVp}dV#L(oa1!x7fz7C&qeO)70KWydZYAtLQ5WIEV{8H$*leo*>PmV!^t!?= zWgrmH8hSDNTrlv4Md><%RW}fYGx`G@n54W$jY<^n1b8L_6>%=cEVq>bB%0eAlo^TK z!as;R{wh+bx~!Jxc)%tb(wx#v67x@8U0YMb0e`a;MSL1^T4J|l#CNN5lnEpHY%%!B zjoq_o*Z{3eWZzp18A!+OvPOYHvfrA^sMNqivZ2+ym|2A3D7kf5LZpcF@#Z(-!b=F{30}* zc3Jm2)*D-4x)%v2;ew~eb$}oAQ|99`Ofw?BBkpE|sfcbed#r{HrQjN=*&2O_%}78# z{q}7R<@sNE7_PuE{RJH+NF;or5CppcO`=sV2V6%W8`!{kpHymILd~s-{PBpES|3ff zFZln$pej?Xf<_G;ZUrRCsCc0)-m`ZvouAm^&)z7jD&#(l_NTzjtcaCBA0V)=fnZL| z%%tTA(2i-Dg6;h zE$SWuTmqh=_(7*2AScI;-5H!FvD|i`;12j=+&peIpn(o|%`g0ppG$c5Yz@{5`~f?K z=OGYcMD2u%158PEhZ%QuO$|u~W8>r$`t9Q8wg-y~H4{50XCTl5E*>5d;DH0SO6-Bx z!QQ?-Hf)K(n?mx5kxh7R?xPm}%A%s8@AIcmpSII)T^xDEy7!D+SXcOig;5L>jq{!| z?`qUnSA3KIYkYKkCm zHH-rLWdHglAS8jJ-&Plg6a;YZQOD0)}1>- zh@sk7x7?s38*$Hchdb%=l-)<-uhs{>J=es(z4HQn6AyCVICAu{76OwQ51q%RukNsV zu{d?FiU9l?$l$!21GV=3+z`7JU||l$>~Kk*VQPf*Q5=1v;#t5m#~d7_e^_DuBg@n9 zR8JGpbLBpoEbr=7mpApxLO0uR_ojCsZvr6hm(9(GN+NMIo(LtMxJ(J3#XSplAWJq{ z^_=pT7dpJfilW2OA31&lVesiDoiXJ6DoQfS`a&1n+3GQ{p7RGwGcaGnPh6?qhSK?eU({SJYs4JPA>{3V|hl@V^eD!KWbTETmm1}Ysu z9Fr*__R%SEp4#m)5)xsVhx9+OJ>fUp4VRhh{^vzSX}#9?NRoi&kk-rISkvORc8WFq zCciI+$xVp^Jft6`=AmM} z-ZFMJHVUpwl&kZ5G3pSfspQvH2{p&Cdtz~0IJKc`#k^9BT4?U~Ep3)P>&cjK>CZFj zJuM911&k^51tHAAhbP7#tl>}M_;BC>44J_mV(|stXe>ATwM|~QeE3L&5_!!4>&ZooVi;hA@^rh4S+32Ms*m^5|GaJ7Z~_bgcO5~s zP)N-uTROo329u18Kxr6{Z|go>I-P$**yuOGpvJJ1DLyhxwryMr+Y& zqO-ly5B%_cg~#74&slFM0RmlqNVVPMjNfDU1NTC=`M(Km_!` z{RCOD_sEqFff6mH4i0^|(&?HK+Z91?xvf$WpBBP84Mp@SNsmY1d18D#1?!B2-eHd0 z4O9@oV|Y5er;i4^jXcN6ibD8G8z3|?$PEdjP<#{Bn*gX*3?Y5{_H8-*_@g+Wh`NHr zs%bp@V3s22jQ~_mJY2HKufH?CxH=&wA~sgqap(5!Kac2nWLx$sVNH{7`3=7cPz8ko zlatD94<}9q#nduM35m2334J`ol939g8I=4WdD7%qar=wGGh2R{--m&MVIXhb@cW)Q zcNDMd!7TFW5FLZFb)SyT9o=^k;6-sQ;J!a{t8O{_I-X1*dSRzF1UBF-c#UmJp`dSq zKP=$R9Zui^eqfjWwivjU3DII!>RDhBduf6N@8|R9&jPrCvQ}+8(HTOM?uNHh>447{ zTZXKSzOJn7f`W)-ieg+`2rBk2e9`bt8_NJ|E=<2z zZZhM?qoB7{9Pk&jX9{1z0zM*?sEwd6m;rtTc%OxE?65*|jpvx>(E-iOu!zNT;wQUX z@5{n-itz6Ie8cyL|1d5a)9pXsOnpdHpq3uJ+;U&BhZg!&mn9TQd1^{NT}#e`8HD($ zp%1E*Fd_a)u)2vTo$$CD&Co$N@!V5SCbiYM#Vkip!9qz5Par7x)I0vbzC46HE1h{6|(yH#dNZ? z~eKlAWH6|20$ZyA(*$ z*JYw;+;b_NFP0b27L=fp;jfEPU;^SwJJPfAGy+GoTdK>{SxnFeqa0zCD}_oQM*#nDL%ArR}eJt(|ORQBfj{mKUQ+M?~bU&k2#Qy3WvI}DQKendI0=| z1Q1~~5ETV9-EsK+$kfp0+&}Aiuti@!s|A-kbFhYB^{XXyx1*TIj-*{i3YqV?eJnl~ zPg>Au)jF67cMo}!M;YESK{5F4dAbJs98w0cWYjpq!+Z^j1bXwQnPQPA0*~g?{{uLp z$-+L*-egMlJ*q^q%qbL%{viWQs@ElQll$ik;sC#&_w-Z(Ni5+(uEk=|;|u{53egJV zQV_gTUE__>O4n@B!pV9Jqjvj#5tkK8m!4$3J&=gyJXw`ctm&~eC0W7wPmN(-V`d!&OWzE#0^hDdgJ>bPeY;t^-hl&667m<}d~+TYunWNkQqk7a+lw~8 zGQ|Tu5-wC3469P_QzB0T(v`3z7*9n`PqA)%XPjf-G-!DToimu^$iwu8M<1>eH;T(E zWqz?URRxT5SW<1XLE~PJUDW8GtMO4M|AY9H{Ws#1wqCO-n7l;{)e&YoykUp4rv2Jp zWhDA49WYflet@gm`%YMxKf>2Ysx5_rE1lTSU?OeI*noQHZEkL^@M%od*&l^(x8zmfM8^2w4sS z>5gP$Z$m+QUt9xDepX6#&D{m1!RU1r0C%laGP3I0`@rOF9CTlq5fe%MY*j8NP zxK}23tw=~0V{6htGpg~=KdBToiU2q+Ca9zAW}z%V4iT$d2Z+Sb4;BdnoIE^YmK~I! z)Ku}<+FbM`5aS6<{Qi2lWSgygG$IpnwOeY-Q22t16!e<-s09M#YI6zNYc3_X0pVGd zFE4ywRN>V6bPJPguC$CG*Q($L|K?+Ucga1aapp{>MI1H)>B;I^fR(8~G%(&hcx9px zvY4*e3*XqWJFTqCfHiiZ?TYd`i<-2o-9GwHJGOr3p%Rs^?d?GrIAvEijk}M@x#&pU zPDFi&&N@3g2aywR7BEmyX6B{>FBsR@(f+^oI$JWjHzJNF?4eD707DZ;m_T|Gssb{% z@O#46f5+3{;|HO=MP5QTd47F^Zca`wVGCqmv*w?=lbmZa@i{QPG4dBDEfqk4vM~0w=Z;RN+tV!=!{>O(y#M9&U0_LHtF2juX&qihgsd z$7GY~M`$)su6CjSC21!>$wVVp!bXZh`BU=^$vkjI%1HAPf48&Ex z1xU-Tc#DC>NBtUvORFGGDopP>U!g$yXV@)iad=hVSruamCr|~h@6fMD611;ezy8TH z%ia@^${{mZTofj787rjfhnME>+Er7g?)C)+sL9`)SQStmJk`@z&GR+b9X}jGqs|tD zZkq`|49p3tS+Ka526j4yy9_0b|jok4dc8h(+W%2O>q&tBGx*?_o!I4a>H<9A}BZfK04)meTr^nKQcu?Nbd(s4z zr+po2l55EC;K#!zo~VN69Ve=ovD_Y_YvJuEeEhf^vYT_5u!qCJG<{Li zEaE>U>xPGiWq(XgPv?YfJNPwm*v-TU%U$er3n1j{Uz02z;*`8yj~HCu4gUj_Zpebb z?VCL-We_omLYw!wxiM?1rKxQW99O(YQU>naU8kVV5<6h@EXER51Tx4jBd{Cw3mF;X zHP@d)+McoT@lbEZq?h=O`AbK@D+88+kjo!Bzdvy^2>8PBc>SvvPWA-JHw3~rWNF;G zbs2Hem?fSwTV)XV*se)3ux4ezv2*4LmoigR8K7_?egJ6DLWyq%Ju@lR2$T)9WTTQ& z>*sgEH2<58n5;B9p$Lj2RnYu}&n`enTgwXZg}e~`s?feMJqP(`@dn})We8<0mKA_$^=rGa+tTz0p}}_ zZ~#n>x`%!f2GxKL&#XRa`VZ_uEK4hG0m2ads)H|(Zd4J38v>FB1j5XV=-AzV7xm%) zw}O*XB{3!asii5I$bz|(*S}u3xO`0$G|wNxMq!^v%tkB)lFtnL1jP?Hem87%I5nP! zS!hjO!R%f#!vIQkYIlyi4Pxiu#lH;g;+1|(IO;+bV)9Kdp*R~?13KiwW&%l)pdB(D z3)kC~d61Z!(Jun4hIPT@l+k`xkj~soM-agn0GW^V=f~DK^>Ux70-brWytLC2{B_Jf zqIkrH1zjiDa9Jz#K!#7^e(wIp1$eSPPP+P4|J77Uu)})o%@@{(;%jRsD;~_g7BT@L z!d3j9E~G-3Jw8UIdtiBatqcGq5-WxEviFQ&e+Ez#k~IQps_;DMwKGY7=9HPN|Fc=_ zLIx7vq5!DeQm;&dTh^%q%mBW!=_~2PIXm!_kn7Qm*sKplnK*dl(2kHM9NFBSQ+4 z2Lxo^q5!u;e4&rSa#5GGywW%EHKQIcWxJ@=v0&D;>ZnOGfB{i0TTw zUpc5CT=SeX<-L#$kSv8;a47=%!7Q`{tS|Dt)YSac`;w}0RFNsSL=K7XOuTw7F1yd2 z+l*PRG%haVk~<@1$S(ngDuBBb$SA(G296RmVfOj!BO>nH35123SfsHuw6JU-IV6cL zxLXrZG*&q#yadKdrXdQ8h>%}_f{4Ujp!9*8-Kh5s?uiX3`fi|yQ)i=vdg>u@>Se={WY8z)v! zMTVnFQH2K)`R?25>W}@~F`O(a+^Wp02w*De07+7+B8;NheOvT(@<9Xj&wfqE z3*z(B!WFgO8($#n@pX-dY%nVX6R9PkeY@mxt&*F|F=MSAqG|^ZgI( z^GfW$<3J;vX3efhA_wv@G2Ab|usyVV}@+E5~N*qkr$hez&Oq z`q@7awv>nMe*R;%-@aKwWN_Ea^z`X8G72j;`yukb7;ye5J%}nxmp_NSHv)H5#$wzj zuGf-VTz=@5&T~^9;@N39JLl>-q~9oi3B$Lr8^i`yDNn`c2QqSm-N;!!tW;wZT@HD? ze`{YU9Px~UWRuzL7$8S!O9A#ob{{_4ZsgzHA^^X=0PM7B=O zP#A4s9}erOudOA+!6z+}3X8e9xp7ohtDw!n&q=`I{eCLBs)CY|>7w^C z6!Eu_f3K~37U@Z7k$Qiq!g7GBP&8R8Puv+#Q&<|FE<}o;?8Sucb#OZ&4Y7I7r%8usz;1!j$iW0jpX2mQ*7 zf+k1FXK~Wh=`d`?5vG=Dxl<;4(TKOII5eJ&2oFDoK6$(6MC!A8s5ep5?8Uc%zBv9# zJK!4m=q)cz|Ir7_fyW5Fb&HM6{vNszqVcdCr`2`YvYCXc))c7&-k+fohc-tGSjz{@ zIz=36>Va!_q2@r15B1v9(`kfc%y-;*yv(Ch&S*xn&2xwy&ojl0nB;ozI;R; z=Z;y>mBZYCg3*d6qU?ou!MOGX+!tPua(nV$4oQ6}@7x)HYxvvYV%M~u(rkku!e4Xb%jZqK1QPH8y_IHa8do1IX=BAoe7GmwL`z{;@Ak6bAAYNY}rA z3Ea0e!szXcoFIEhsObLG6A}ms*){!aY0DC`XU@G>t0Z=zRSU)`wGx9&Za>9TFGjRk z7HvsKl0~)F;i|>!JvbIO5W-`NkIg*}vhj-k2%r4-@~W!6Se_gzFq3pa9j)Q$m~9b< zCDjG)o*k&2NE+Ucy?5?GHd=zV1c0|s${aA7x7F6xhKrS9|2L>mpH$3A?fhQe(P34h zM`o+fGIKEoKL&6J8q@UPNlY=R03(7Pg>&?D9i)Q$l5Hf!#o2sjy66ki3J7V#*mf$D zot`A7;DVZ&cfd*^C-mJyuObh06Im#d1R zxAA01;QjmS3Q}xQ?;mkof>UERN?=X`&|0G}>Qzabhr*)^T^`%I_3K64UQ9M0wrDe6 zFSLqQoz2p-Uu1tN0eYLChF<}o7>-gZ=e@0)VKh5EEFebnDkyIc1y91rb*&9;^lJQC zQ4bCas9{k1L|soH>R2+veg7^j_SGcnr(pOY)D}RrSZ=e2Qi3qcBz$LtL3GZGC5s_1 zp!pl&3DxL!-2rrv6U>dI9=8!b3=w!scq3FY7tXi8#UB2QS3ec)Z!>)LmZ?a0ovUK8RTjlD`}$=GeBOgagJ)>L5REo z``}Qd`U?A+k^Bhgh7y~tB<)g?JA~$LYsxC$bqsm+UnNduxIeo ziS!oDFQ062dQ|{xez?tI5Ynd#BmG?>5~my-jt&{M;)Lh znpSFETd=uO5*X+x3{#M)bO(-yP1P+Jbd#n2poVUhpO{gfalU93>U$9?3hWj{qCknG zWe3erBc0JI)`t1L*7Mi7w~JqN8)`LqTUWQKu#TwsW)W|?0+%S2-)3A)jAz}`AR$YAcUBd&DF_58bt>u&nxOU#hI-+NBTkSkqec_cPST6t_PmUVlH(rN z(dQmK4+Kytsww!Pe;|SC9FKw#^?!l7BV`B*un+NogI&xgaq_6H_bt|J2Dp;ME@!(et2 zK)79t#U6Dd^$%VLNMFz$xY8C}d{gq&9PB|-%B$GfcfCv_)8^7YVi$=tvOy*yfDYt@ zWmB30D$>&2MTmzOh+FM>^v&^`6|Y==r|$_@9ytilmgHHYq!q0%VXd0xAs zK(_G|I)P9#c7T_z@6Uq5LGf-m_5~uB5~Y|!kHS;d;dj5-s%J`)SDozEG|68A@O#;E z_Dv|CSU)`x?w&lE-0Y0u2QT62uAIQ?CukS8SI9ik_4zK(cN}j;hmPC^(|cnn>1fBT z(I4`r=!!R@%qH;8@nVDkpui(g?Gxu-?Yq&@5r@yC$3RIRe76j(`34m)GlkHcKZvxAbBFQ5ng^$!f~_QZ^V^0V%0vHF zAdx|0Zewq%Yks=*M>T95O0JdtH`i`SZs)T?3exSm#241D=t9Rk2fhQK*8+!F@WTbU zBVc?gT`eu+Y?)+~%#2~W@B+~oeo4E4f3Bk7Asb6w;$-;IN6l95K-cB}Vl z9K}ZWcn(LP8S9xgM_q_vm)X9%L)F}T&Nq4VN)1B95}A1ssKBUXmK8ry+83ffX(|&_ zFb7N9bKw`R?1FEbb7bJfA%oONHAX@>91d)RUOCG?D}1)+j=m)GB?+V0C~s&Yl%gg_ zMsCs0fd5LCJ2nm&1W2f%?!CKrkDf;O3aums@|ZvQ(BbCG$UfP`0MQ5v zb1PlGJl2e>(3PWW7fN;)9aLdo6T-3r-Z1{<3EoID_Opb--jlRFx< zOeeB2eSbl>ECo2N=RP*tOv_S>+?<3JJ3$!=E0z-R8BPg4*E3D`Cb& zGV1Uk^(_;p`>o>eb`kB{O8^4bKl2We_yk}?a#@~vQW*C>M*9tq!amcXCS282ZTenk zb8|DjrL}YBV9@qwf4%xCqFy6n;BC~^)teQ=U%Ytn%%QHc0Vg*QIH6>`P1AxE111u( zSDDoY#S7E_S8?Yam2>{R{kuVY5pq@tLlkOMXf%;DQpllD zI^3a=a+=DimLsu-+#|~*3+7`X3cQleGc#Ue(!zl>$-M3 zEv>du*70wt{>Kp{45;z&9dMd@89N6etYfRDiy!~}_puu9qjm#yV%3B)pdIRUu>M^$ zMR$k;gA3@w^quk}{4y=+MO6(ivWl@^K^WT6bQ-c9| z>Y*5T#8M`U)dA?iu(y8+-Zk~)$@=@AuS>10T#DB_M+t@zZUzEwTLx_C?Z38JqGrI) z?bVBn<4aD^jo9AXak*{fO6|9RG=UJzhuh@P-xVw~w_}I1cApCDCqU+IdZ0LBgpv2Y z%4vvXnE3J+Nr}U68xoSK)Tb|vRfK(auz^PY6 zfzqYRLOUP7(Z$8HepG`6(lOz#o&QQ#{arFkjLOA0ac~d-XrXRQWrX?JorR7kjcbn@ z0u$2~H7z?@9kZ#Q(&X2)qnYZAL10j#=7`nLZ`7q_^}F2QX9Vl49)M%6FLmiN7$=uA z@~Xa7oTrhfOkY|jpeOl-0R<6Wwqwedbhp!*>7-t?w|;c}%O;Zk?ayCwC?nb?iff(x zM^MuN$`Dv5^Y^RHM4U7!>qoSQ%ICiwO(h>O2xwThj-pL<^oM27{oO1+^zNoGwJAtA zLSrL5?U+hWzXsK29`7C=G&fK0)YvB}>eau$WD4qq;2tvP`1VR72~v^7;W_q@wq?L5 zn#&6Bb!E-MY7ZCKB7J`s2f(lYi$wM+7EB04y{FOcI){SYF(`i&=$4a^3 zb=nZciWenDfD%^@oP{AIc?p`NB)vTrll0wA_xdnH5>}WljjD_9PxezfnBMBd^z`+h z^uyE7Gv|a>Vc#qgn1bnb-{Uo|{vhD9Uv3tSkGXuzB}N0-(D(2*H4zPt0hTCfz)j&X z>KfA_B@-PxFc3$3#xI@MrXCCI7vuLfs?+yN_R%F)e{ge;(=4W1EXC zZe_DJ9yP-z7+KXWG$GZ-?dbSaZx4;4L#CbVY;Ctam=ZR9mq^s}2aGSNpK6slH?=-Y|MqxI$SI3t4t zUQbTDPKIEdcz(mNRu(%gi#1z=lSQ<4iWwbX7C$BCn8OU4n(@WW7PQg|czb7|Vm)== z0@Xuqy*oGB%=^h@E;RF<-CnRO>UI zmL*H6io#EdU&p&oP-C)%i%d0axirGX$K!7GAXit{tuT%Fn6^S@GQFoBe|gJc%I3vo z6Q*9ebP0}+N5n~uy_MH~w6wh9(M|23sgom{eg1|y^9<+rb}!P6_85P|xpu@mK6sg@ z;jQO-w{Ar@@+vFSQKM$2r0XCs*3ou%tfCM2Bx!h@4V_e9R~!^03-*eJUenLEa!;IT zr%h(9{sfYHHgfc_*EYH!G0c#eQ2sEuB5vT9d@)Q8^`$vIo6(ghcD(H}R zcsOvtfb(z+G)r%dP)=DnZTiDLFHZh&XCv&Z$!}|)-|0XP`j6cYZ}>M;aI^j}%=q%_6`nccX z8BgZ$G#l5c#eVSon5z^wKPEKPW|PT#wHMP_AeZTe)GnW|)=mB-t(Z~8X9lFI=3SWb zD0fjL`_rky0A$g?qzu`mnA{K1G z1){a4vGvlDuq^{VTXsTwrJEw?;-e)H5_Adi_m)_)z1X!y8BxwA1(R&SK^q z1Ig{?L;-1+fqb;M znx4y0ILLV>SsH9|tJ^cbV@x^>pKLE$3`O6}QnNQV|EYBOM(z*UK^L;!!ZU3ML*Vzq ztsP=gaIT?tNUlcXfCnlSuQruHh!*7u*J`n*K|$VoM%8$nrp!2U`YjgQXy~2~^_I|P z4?ex0%nh8T!fo1zkH?`~31>?0Y7F%sEw74>?sjk!`uQlt;SR*$OD)&&QYAj*fV~*UZm1(mIMa=M;EuJF;`-?`*QZCP$fzs@}Qtv?NofCT*448kHxc z!|^)i3Ut0llqC+X9S!kagGgY>y^6`?aLhYy-n37cmw3J699(?V?#@d~X;P}lkS^Yl zJ3y2odgL6-J&;Ey#b=-4`3rlTLuGRO;&x3{s9P-YvU+)EVT{U+>QzO<%5G4iNIyRG z!>3Q5Ucua*_?9E)%rt!s*Zqz$52AVb4Yer&NrUyGckd1c_vyn>9n{Or_;t52K5?C$ zdSOG8<~l-#n+rJqoNYO#4#L#{(@XUpmW#z-3mx(!&%HN)sr2m5%h5#aS^a#0Z zw)Uk0Q-HDN=1sw1n{x1Dc|N_)EjgsJPj24ul1HCm)V3twn_I_9qs(kV`ms&;(fh76 zkRu^XQQ#M#!Y&csFYM1j@4C`f%N7Fpom1q|GN%%EJCAey*Y_{Rl%!z`Acl;)(5P|T ziOC9r3bB+IV|ez@cI*4Gb_1m8A}+JwVIAJF;z2Bjgjcj3IN7L$f!8y;tI?x0i9HwT zpy-@y<)}5x?!_hC!8#Dw!>}UHZ6I7pZH8l=5gDao%;$3>BJSdG3Y6P|eXqr-Ej4G~ z7whPC%<@jwK<-<*W_Pa^yNAyCCf+*g(A#b!*S&A2weF>gs+xvQ)UhP^vf<5D*!!K^ z2|r~LGZ-hsPch@Dm{c5vGM1kGZJpA4#lteSTisd5fA7jKyT}f23fkyNk~@3T70G=s&jW65K`U$=d!xu-6_(jW z0%2|4pf{t|j31zN>B5DBld8-D8Zu^;|LXa~A~Yr$TDTDKgjB-}h!drw;N4+B;F2o* zk+Pmouxi>>`hs>X{KL3fH>^>0bi1$-mYrcd_x`)uEh4Kzf@W!xQ-`NQeLgxg0L1zR zq_OmvP*@g16OjwYH2If|^1uG--5qssO2N1o|3vGD1#UAI1Xxy#t6k_8HJu7bCU`zu z_Z%J)L|NA-1^PNV=Jj`&ZH|#l29&F(%9LXt~DI)k161Zix^)r9=&UERL@e$k+TyYe@2H!|3~ zJvNntVHPEoZ4L=3bWX@Bj`Y~e@^HvCgBpUVfujUSEXL!GXU6!~CEZ@dS00PAM!dG^ z1I1)BDzW`_r{iO4D6xh;T}q!5HrB#}fDlZ9I8&Mlq2t;8>!9nc#E~Z5p|D`w!|D^< zr&!}^RM8yjB4P!a^(`sCJ*t~GZQ24br^vUpU&_1%;M~O(rhWSy`g}#bIcctwAa&tM zofNe>p=!d0Bfwd`HHx!u4h^XCjz%F#&3ut8A7`o7ieJ;xvIXWf&e?9vR-E>6 zD-)n|V=(X(X>9)zx@^KBo!t2s9q%C-FTW8ENP5CZtx>)|!HkqbC_HBhwoNM@oma^% zOzQ+@+Dbem43;im9>y=Zg!W*`9Z+ry!=h}Cfm`vD6ARd<$3e)`)thpNNa*1YbYh3D z^YioMYtlDG<_^WHt}CX<-%I%2&(ANt=R!XB9v`wf zESfvB+1DVF!n|YtcYB)dY9rK}2$Lk$*annb5Pj0Y5PiH-o+`abOgn6j-pIOsk=I#90$!d2CDhuOeG!`Hq4^|Db* z20(!78TVqD%pXCkh~(G-wDPW(m$dA46|C&1`rhYxjh zxrM5q4R5J$P1L{>si_xnmstVJ-s-@nG+J*UbAx%eH?W zp=9ApX2x3JB+VCyc_Vu~&in5VhMWmGEZbMNU6&^{OLoM%SY~p=;C4^94XGs?dxS7K zaYaeA(0|FunGQEAJzbciJcvu-eJ2m)uR@KG{!hXOX>6+V>%z?HCZ_(qP033T8K|&! zVGXKzl*6wPX{$I;$cF~PLX1t^sYg>c=8*N|$$_w8>v1+_>Fa%LyO8qiea8jJ2r)4hLMP&tmdpKjtj7IU zmKdBRcyQl9j)jE*ALrg9%|4DslntJY!4u6ckSqKg3(PTuck6ZY2c<8CAiP?Ob?ZjL z2A5F5IYQSo=TXAJ&@xsbekxI2e`?DRb7?Q!Q=UbZ?%aK8IJp$C5~}0#Fj#~}!g(?< zW9-pZW82Bdp)X8Zr;G=3nc~YF6tq+Gcf*L+Hsu^;=@WuwX30O4P%PdA{Ehal)a6M# zE*_zDAO|9s(BfMjlMtZo{u%2a34k;1ojxY&H|}IRgj8s+7f@WFhkADJ%n4iV*;Fj2 z|Fz|bt)u7?l}bnjIf4e6+(~sbeer`E?RJVn8~{n=XZuZIO%bu?mcWTYAs^0Plb^@sVu3fYk1v>IM~@Uwug*M3OjCX=UDK9pqxrOo44Bl!x)p0-Z% zZ+p_?J&%)^Pd$4E-qP4r)1+~=zyQf)Q>Hs;^_BaH{N9gaDm_&G5tbc~MgbJwc9 z_`daickbhm>iB*wHo8Bz5Sf9xeVGUoIZlJd9Tal7@UKa@HIZ#>;#+{x+bTdmE`eBv z-aVj!qf;&1jHdDBx|81?&HCF(t z{-vlmK*$l0m|mleBWxh-BEFMr_yxPDP%uLyn&ol_nhTi@`@1pBCS+Mh6Z8nI>QH zGf6CZbnSTPz6JJjq?;FQ{j%5&nLbBzK#)ALo1SKI=%0InUQjt>bwO8n9jrf6xOjGyBW9Zy;>lpF28`P2US$KKJ8>vr5o?JlJzeLFRSYm2uiACO)46%RL!q`q>awK4zhnV=bb z?DUJWvQ3~@j#in}a+f*H#BvDo5VjH$s3C!L+KIxE6ZirKboBFDl9N$#!~(lOa!L+A zsWJvYcU$-GHVO&{37w=uyvNV3scz#?xaD)m4x$-2zD!)iF~*$s?hVeUGzL9PT{<;- z75#y6DY~&F4cP^nYhRyWj)f)l(&3W0BiK`rABkfU{A?oaoP`UU6MxY|v_#F8?*Egp zA;j(|J3CvkcI78{6rYV(Cd)&q)cs<>T)7WyqNO6cm}TXypX{a&8RXu%AKxt#Vr%%j z{8@%k*3xEKLE|^Q4*J+jz?D}1{{9;IF3!#^g#7gj*ssG!fVF|TTEN(_+D7`mnFvA@ z#8{jouZB~=Uj*VFcH8IU+of~RqHiSezMM+nY0pzRRI@M_K%G?kf!A^s6v3d+V+OE(zQwP^@{URRs;wc!*$$hcLm}dH4KD(Y$gogrnEbag}j76A5rDY9L z4|U*#xplPo0(-UaO&_AGYn9sXC+Hm1yb0<1D!sGt2guykI9}jvBL>7iX=A#wG+5_8 zbj-l2IttWRa(IdQokU7iT0)_rp*qz-tWvUaXpKK;=MIPP&-5j`-uu%C7jGF}L!ynQ z7eaW^+*H4XLLt?=Sg0sqszVxYM@7R>fO9Tl*tn%|cn{2csP)HluC4E1*aF7HLAtsO zq~9LrW@YsslCcmvid98fxO50Tel8}R7dkzqzh5j6L*ff6LQA2MlGVPtoI%NJw4}3i z)~4@;D|Tzy)4eEl`L&pjjCXeK3bGyl_S-z%f9VX;c5zyEAIW6+5t9{|#n%J#_@*z1 z`5)fvI*o-xg^pIrLQm$NR(ZQg82>}fDiu)@a8=Gcn|=8AXQK^p+4ZUprT;oUnaMagM)bg>3IiQ%hx*G#lwNE&$?+WD}C(F*8IgOC$p)y#BI(e<;gcD(gX@AE0i|$a*4N zs}Y9vt)Tx@d9NQ6B%ph2Ud$t;&sFJY+^d&NNS#|pCS$54NolZG{|;|@I82iLYHr~~ zxZxULz&E;~PMJL(>5JJK}2s6 zj}T+2kb=v=R+sk_zmz)*Njo`L20L9@SbQ{rQ3VrX5Q5RpOw6cc zeur)OyzjpcBH~b$N8Y_`2vK|mzHcD?3U|z^$m63gXTbCobryMXwjZ?Ri=b6UUM>7a zfplm*pjWnfhXtfb+3H>QAg$?zG7JK{OM%M!&lNiw+1n2h03GQ3-u^bN4$l%j$|sav z=ZlJ*s*Z~+QCK#k;F3xw%rw2jTEogml!9|j5v9YLGTkM|XP*~evyN?Na7XJpOra1z zl%it9<+%SV@8JlHsseVsdOSjp2H#ih7(>0!>JpzeDAEH+H% zBRZ`)*eD2Kt2s=u9%Z$aT^!C!&D(Upku;MDgmZ5w64&lIL}6&PQR2o0svPHKHxz3P zH%j;LR?^@+v4CE6LxC}`^-K1gOiH|W3VXVi`7(Ln@oG*?80Cixk2_lSN2g#_zWN)x zk29uq9MhOc29gX+lxqOzbJGl<>A=3JuYP;4@IlfEY2EkM!_YT31&rs_eOack(g$9a=7Uqr#)KH$k0p4Rd zrfZS{FRiqOz@0-WGw?_NtiQ(*b_(IWBoDrEB($=2+3zK7WrH~ye7(lqAo*4lBYBU` zG8j(|ajw#*lqj4+6DwbDN_DKwgek999CIHcJi}a<FP6P52t9(1FKoeke&&L4?8)(i_mq@S-dnvXW%(T zEK2|5nU8V1E?f0?kY23m@#P9X^?cEo;~#RdY}Yg}zcN*^qFa&X$w*z-n;nNMJr0Ei zrA_fk+mN1a6peUhWzFTB9IHRhTF1m4K_CkUX29UVMQ5xTI|9T1C#INKFZEn76DzaR z7vKHnT@^${?P*^L=JgkmX%mchmj|NMOI=$l);geZ&+f0?c#8<&#PQjQ`~jwt;2r2By3n5*AC(ZE490)82~}R(!c(prl#iA)o%;jAt9%#JfYbj|ac5!0wueRHW1STi^G-pUX%otaUZ zm*(%LOMxt7oVW|eU94Azj7?Sz@S=u}^=>*Q3MlI_fZERIL=6cxH{xwHK^?{Qf_)sW zyMyBT=OO3nr>3lCAGZNS>zr`I1>HE~KJ;>T5WX2(AG{dgP+Svydn9bFT$r@jt4U)$ z(&p8k{l0$l=FREuwWm4JB`o0S)o!ASyDE;#Rv+mxq@)inv$D31hyy57Q~oUH zLf(}|4zp}0EiJ9xyX!y4yoNwMbnX(3er1ax)LjIfn>EM3$i7cW=N{9X+}w`T{2tDY zPKtNg^AF*mFtiSRNoI+Y#oa!+PDVEB2YL?2GtK0*zHHb({;hW|L(gH*TDwBD0LiyZ zo5#g)jz34tX}x4`e2euZea^GbZdUDP7Zmx-nO~+GK}@@~tdiZ)n+uVN#Ri{59--Yj z&!SfZEt_B5&ehRAkwH9#3_xh4Z8iQ zC=g6>V*JRd(QO*-ik1JqMmuh;Zv|_B8b~ed^{@$)>{KX`w+%Uu!`-Kl00_udV=(=Q z^TAcKc*6X6>7OD^n`HB&5%O{fGh5_Xm%^7eZija?5$6!FRJF#}nuY}j5B>5~|LX>E zEYiVhYmuy+4+O%Tr86xwBcg_T9@6;)68LObr8_~F^l9VuE3aO@YC(7s4}=kk$)rl;S~6_`eejHTTa=z zrh0mLRKCN-KaT8w^J2emnj`G#BcgO~oBgKg7Y#+~y2sLq`Fc7Pl-k(tMC={SG!1cY zBig+&-PTW8r8~&&v|aeItHUNJ#A3tqE>fF6n#&SRto(XLS%!A|*5aP+#EHKQ8Z)_w zXV&BK$;?bDm}du9%^(mm4Ba`knwc15X)zSVKk})6-x!`q4`E%10m}+6uUi$v`DEmg z1aZv$-&=L-NksP-SndFplgW2ae&i}|FLp_IeebOIj^Y~zLBsDty5f29lNNzIB_MkO`TZNH&O8u@6a(S+Soj=mL~N~ zw_DC=+{AkHW4{kf*ECpkqgVPT@qi=(;>R1vQRW!{Tj03g$JH3-R{9uM0?a2Fn_k3i zno?WomwF+B1^fFvUy+pvlH9Ua6Nmv2X>ye-;H;wCWZT{R|^Gtlx@Ii z8jcuw|HuF13lnhd%!^4sN*5aTZeZuZ#&}5)VvoaA%AK351S%4@%I?Egj44n0C5@SC zmw|ixe#Dqi4Y(k%Y9z_LxPmq&sDV`yg8ICeKkm-#EV&$W$Nt{L#C_TUDEI!%^80PO ztK(=<*x+2w@&!UY7Ve8!cMDG)o{zfX5ugRSUt9{(CRI}WU7+9JD3eb}7_Ywzf>RT+ za~X85EbXe~S26BY-9TiVgx;Hv>cknF0=0<(ZQM5K4!@VZo^)!5EbC!kAIvtCR;S*- z`3;QxhaXTdESgg~t!M~25q(-Qe^$7Qvl9jzptdCy1R)kq`$8#!fl$GNN z4dLR+#oy&7i?;p)1r~WWQEfd21W84)v6p<0#WMR(t0<}r7>v@*Z_J)g(mj1cEkVW3 zOV2ql7N4$?VRXfLRJC7I-k!r(J#Eb^!G}+UA*i%lIsp}%tUgg0iq0{_Bzv#Xk|3(~ zu4g8sJ6Kq#@{+di->;^?b46wWLSDeM7P$^?(;Wki$s5IBZ{~s*edXm``}en?71ic} zwRn`f@2#kbc{k_kVe%2;H})F3$ZmrO?OSUo&OIJ!`hc0<&Ur;)>A|7 z{MbM|yzu2qd*u9cMAF*L1Ql5OB-CW<{nqjU!*-Vc*umQ$#+e>Fhh9i|9pbGoaBzp- z*J=FHrpG-0L5}62n)mq^`u*~s|7=uQ62Za$r%C+(2E;ag(ER_QGyVUEU)s>tRQ>85 TQ}>2a1wU33Y|W32bKm$s<2d_+ literal 130167 zcmeFZby${bw=c@nPf?t}R8U09pacOWq`^W2>5dmry1Uyz1r?O;?(Pm1>5}e}Zs~?S zZqRS9wa(t>-?Oi?*L%%tzFf#tcZ@N9F&=jbF+p6MD>ztKShzw@9!X(goyNn$`j_*W z)9{-!pPKJs{e^`k^yt2fZRq@p+Lbo)>btAa zFImrfx}LefODB5oU-P)P5}y#EmB(5*}F1>l0mAMeIyxQE{#40aXV!SUy|1nHk2u}=P<{_9sIIVZ8~K8J^= zzk7E^NXpbSb6{|r=I`GRaLSzh|i~d~XigXOuT@-4eNW z?V5E3HH=uc@b(l%*mNsP4QHoZhPQlEFrM(g;P;V{J%>I+*Xek9Rm$ww+jiFHK03X4 z@giBRqFhQ^+UnQHeJUy{xF_9>`QBpN6iy*`}FeZi3Z*2edSIiSuKWlQ{>W= zaPaWtl$3(MefwrP*%)+U*Y3|erN0ooIMKefJZ7@>!};fTcN~2DZhr>lT#G3&H#axE zUn5_ux3aYw*1lp>6z;9VgLI@Rv&XRh+T85^K+HmT{(RKKw|IK{JL`R=b~$1Zd}$D7 zoVG^a>USpliBL+4^DDG)M7d*IZh4X$$z49kp8CZ3$1|yOvP~U5~lK78o#rh1Cm*hvrzYjZhRr5IcHxJZvlX8m(FJrq^< z`5af9*sC|byf`^AGZVBhaDhsAI_fQXwtZ@fip#;?_Ty`2n}aqfFqG_J7k?ipQ7Az= z-a1dSsHJ%RI)XN{Fu~Ky>so?_16~%mHp^sz2QRj zzBgmK(v%I_VuiSD7BS^6e^Q#Ofw_&f>$l0Znf7YyIAK3Su4-5*58QCL>{eo9Q{Mkm z(zkwiuxp}Gf+;fh@bv8R5$8*iO_3YCz4Wu{Jz8w}Cd26kL-tP(w_9A+zMW$lAEPOn zh2?D*?6R-&=k8r!3YvWqluyUp$$$0or6C{V?b|$Gc4#%1}$ zYOX7f(}&XS_3LpxzTfBiQf@0FNxr?iOVSVHbC)6@Fi>}$G~ImPWyxW!Rd8Z-^z#@e zg~R-vqM{<=40fYFO$+khhq@X>bJWJb#<bYKy+m<&CeSsbRJso{`0(q zVuaXsmisJwOsb{2?F9#$i-RExXx`W7x+_MlgoQms?b6k_zt+^$#B2OHDE+rJ=Nj0499ZmT=zQW|cgBzm0`{ol^4K&s-Z+U4BH~uik(i zoXzuddN^J@!q_l?PFC2cKflTB-*dDMo3`?X7fjt-EZ;dv2n0%bg*eZG-~HuV#FlET-=1v`WBB&sy$wmP5t|sJl)m@u%i2N z^?W9qLJ|rKIfSI@ys0i;xiY)bt(N)h1^i1)Pmcl_x3viF71kd)Eqp0>WL&ksw;_an zW7@muZvs^9lkPd+{XI~w7N}UR>b-`O(!zg;5$9QcEhQyo9!f+=7zx>&9QZu_Rb_}nzt&4_GllT#OH|&3=G6fdn!S%~BT- zl2T9zeDL4_sksVVZ-DlHTYAKJ7=J^f40oRh8G|`UM6r5sV4wr09L3tZF1kxN-4zf| zb4`Z%c-MYBT>14YlPf_cNhfAJaF1iOr%AjN~a}U*3q$4*pDs_W;ao*!5{vTK5{L8%oEK@_m`uB2y)XE z>{GEY$H_{0`kzaj-7ioU)Ur8NVs0luv?w(?K^Z!N5k%XXYo9&jDghTB1nD|mD>^OqGVYgGNKyy2&#Ge3#ufbW8T zmLk1pIaj%LYHHOx>C1cxEn0hz*ZC*PpfIxEH-Uv!h=)#h{CO6M4n6*y{_kHO4a9$s z$$u{h;3NKfH~e3_8(xLv>a|njl5$8`&2~uMyXOjpcszuD-S6+t_vPq_M-?5k#XZ$x z4qDlx;pFV~~zqAg7kwyL|v`GB^JS-+KC~Exv8!Hy90>tum4?G1C0lZiTg>| zjb$7i9iz(r)L@a*F&wq8Dh_rUdNx*8q;j;I%z5KQL+(~v+uIkzKq~0|&$I5Jv;K&B zSZ!V9aS>I}b9XM%%ax9rJ$Q>xVZA*EgZF^fVM7MWfzr}anN)>4fFT|_?X0yzG3^@~ z8d^c|`>C-;R?wW^<^*mbO9e1#i07SPL#C>_ zdKTdK&U{YG+H6V&9V@Gh7thL*A!jW5=5XGSgl(wQ*_}lH4C)5D(|SMpYHJCJPfaza zPM=nSDqM9Kz?=R0EWmvKl9H0^*RNZS*PhqX))w}LpVy{iyk=p{f?4&X$emxNBKRm> z^C#)!T=Jr;e+3o2Mn8Ne$6yds!z=yLmlhY(hsqr0LQKjf0aAIA^CrXS=>gW|vi%jw zs9Kr`aH^rZyPHFMWxQ@@tzCR|+2_wFU@qE_j^78yA!}jLcvo$3-9lPgT4iMihyrOq z^4YwCP!6%e60}+xQi1ACMnvQTrCwv;onio;t1_CHr5(ZRz1MkoFbvB1joo>F&Rc}$ zbgsfEBH+}^jEK3ZDS6!tCZUg4*xL5CSJ&Y=g}s}@xD%kpSMuUNuq|&Ux^Tf<`rmBF zsrSHkyr`(C$O`lI)m$}mcXyX-k?cu#X+pJjvTVwg3>PRIL-=TZU+@bX0Jr;4Fn?V5 z^~*HG>;1cTnf9LFtoIE>sC~Gs=XFc@?ANA6BM5%~{m2!VpGfP4zUmD?u!daJ*RI`{ zl$1QaNSXOWJ#l{kqYB+8ixa;O2=)4T6@RuX&A<@$aBIBD{?cFxd%p!?{+!yX>^0n`JG0FhbPF?}vI5N_ zv^v=&jlqOcCPCN%V$Z5~PEbHV4_J|4E~{ig)-a{1lkX7pMQt@$ahg3wFzjf0PAt&l^FLfGl~`1opy5MZ-t;Z1;i0>sc*JYsjQQmMK7 zQ@Xu6AU~EFsfLyo`4H%f7gQHMFg`b5*TF{fU_45ru%f$iCs;VmB zAZcl7pTKQO!=T8PJKAyY6XtU|Y@k>}D};0IoJB9bJQh|u6(!{(fHFSfS#8JIr0!=< zRKZjKkVDhXa5|a9$Q+#(F7DGfJ$Z-ywO&`k!G&qUfJG-r^InI9R@BqyzO%wt?rss|MUNG7SeovOSzj<>qI!EJ6bLlJL$?aj) znWs~+S_BrM7B$m0oslwbj#EE}QOqA9)zL)te(dRPlAFd6{^~Hbx`v1}~ z`8wEpjOFt`tg%uF2-01nlX92*yn=Tts!fZ2(tf~1t%AufDKT=TlTaqA_(Z*&cSyc1pH{5I|0p#Q~3AkcbKU?A8+;5ZRR$q ziv-p(cb*F#vZ)u_mwkT(>7lmiW61?{4#8(;n(!6*E=S>(Qki`oR4ma@T@K3VT@|`1 zukPy~Y;osPz|X4=@=F}=JU!(gtV8KqjG08kMSJFGxbB_z|NJ=$n6M-uY9L>!y$ECH z+mP}cyCf8@%6H1Ttju9ke{rDbl=V@i*gJMCC7hpxcnjs3E)ZvST+Nj=YUNa~Cge*~ z9iN_VD0rl}?YA}T^7M3yg1)(DjTe)$T-8oRI*T#62d~S6tSK?f{?ayq$2tC_54ouZ zSI55(4yr)KS>JxdxU9TA+W)jasYQchfiJqr*}L<0e^HfBf9=cdZNI<$mk#Uy5~nyM zZP6>XWbB>`7NOqur==ghpe37rpG3n&Tl>ug#&C9z*9LLl{AyXUHMJFZyP;f_EwNs} zWSoU(ADKi{5f+vJ#trA<+JHsN42Vz68<2ujp!@*--v6yvg}$}@kLPxc+U%!%(-K{? zFJ5fRjmhG_!7D0%y@htsMeAEsL_mXg&^4dB*g78??pr9nnWkubM1vdoPl@G>_XPq1 zi!gR5+o0}DcHCYGW;Y23wvZA)1vX`F7_3|m*~D~VhT`PW{fFZhB{1HEKnMc6JYl~F zJYi~@azP(AQoJO_kMGy*2MBMhTJ?lL8j3CfKbyY#)c;lzn?cufPnO0NX3cjXsgZtK znG6)67V?gWP)oNUARu6~{q-!*s9z2h;Bco4WC$M6W*-Gy*9VlGoQftD`}vR^;=5HH zL_vLMZ46?$NI>8-mj%VZXP|=jA98)|H>pU2bR+D|w>!@Q^rRq^8QG#PNA#TWqod71 zcw%N|Myb>`3$jdHYmDF=;Jj)DOG|{1CcaxXUj+S&m_>UalZlN@7Uo+DDp7>&ZZa@5 z3C+MwxqdsIdQ&qfg~0$KIEe~yi%c|zHv*uuLR zdgZQRBGBKez_5P(PiJ|KjYleh$_}U94bmwpYHI!U*-kv+2_^lG#3)x+SJEj`PV+~+ z_G=PQWg^ZKn+i=H4$aZl{34L1QX&WJW+&99=AkxIVK(}^8w>V3GYMqAjd`VeD-AnS z5iYEnwf_V)aaL3*0yU0mC@5GO@BgR!xDS&gSztU!NJJE{5PFG0Nq36Z}iXz#nee*%RV z01Q<08BW0nsB&A+ODqkQ0XioQOgAl>OE1aQX(4C86iR&k`n9)tcWcb6GwvyoO0i|# z3-pXwAOWDSLRTpMkoKokWUiHOLGH3=why8%DiBZlTvP>|eTBz1^8kcfTnav(e!CEM z6FHa}tF2$pvE$L8V~CCn6eF57UKH|BNv%W0uEVVZ8mm&dV-dhe(!f+*q@%hV?y8kR zK@2Q%4%ZZ5LH+jlkIuUb?AQrM=kY=o4)_#g!}dvrpw`PrR|E0o+@)JTq{VqBMl=Ol zGM`tKuhN|3vFcCeSBiMMtFDOWn)*KMa7pr5Fj2IG*r=k9BrGNpfJbT%VjV2m~Mh%9@$1*Q=`(SrT7B0mT@w;HVUsI|lbcZOzI8bEeEZxMwZMpwQ zcW1sl3azHsK?8K!T_}K>H4ROQkUYhU9MD36QRn7VX@xT?!sv;K^RD}r@2xy_g1^~j z)Pv$Kd8%;v5;eSVaYzSJSQAD%&y>Z!jB$U;a* z6h4XlYk9d9(0HC!!=*u|&B5j)1)%Wn#UmOWa}UBnu2KJ8*)%0tSTN0=77e#Un)G|K z<3ueOF1>G>J7Nvoh;5Eyx3zYbf?=>c*bjtH5^2G z1uT~gZy%p9vQzBOch+WzyM4JiW`Sh{D-Ze7KeR0vz=$N zq#73+t3dWtTs(kMD|WT#IvhjDaGbLLf=xDo>y@`%u+U$?eH+)f>(jM|YfbFKwcXw9 z{hUe5cesid&s`D)JJ`L?_m4yKCjd&bNeSWg){dZ0p=fiGAnNMcZ0A$76(J2~hviJ= z6y#a8QpQoyaNH(_>pi3ReLaLk7b^~(3eaQ6RUev)^kf;q`SOc-OwNDU%ap%q*xf;;1RDh;y$%>K~K}crU zET>-+nay*14(TCBy^f+}~``Ne1UhFv)5F2T{J?Y2ZHCXH93BzkzT zSs_=W-<6sK8N7Mx8L>b}fXkiE>9uG1V@dAvYr76iGqru%V#E)l?+;Fg1 z7NUqxm3kfXs$zA0E1k&heJD+{J zBa*{7^V!!EC}qs{fa78P%Sn6=j`Nt$ZwoS%@a;w8^jX{L_{-&2Yt+2!G|jDV!J%KY zj}z2K?Z&`sIlZZnfrm0(fIz+i9tDdBU#Z|GI_K9SlWhvsphnLbgJZDlzQuT;Z<3%U z?WVvx524)k>2+L}p8=*~24vz%l8MavuC|fdjEL#)lbzOLXij?Ga3kR9%7dyWfZvHA zsu}4j=1?xDM%A|@p&&;Co^Rw*^|5rxX9;n6qdfOXoG1JY`wf;GD#}D6 zGUk{L+}#*4vW`XZDUO@SJoDQcCU)M;w1km-w_&y?DUE-2EusQO4*uEn;?Y@5!(h$M zd=?~^l#!8H^m!2?QU07ek7VTyPw9TD=aSN$r^^A&+#LV&gqNdZVmiwlY@C*>i1fSD z!+>R-nSVn2^FgqcRDjvJG=FTpy0d-xy4lPuZDF6#&M7$FIrpT1xU%0|OasD5$Q!IQ zsmLc&<4Gna_9mL~cAjWeOZZR$5bASKc z0o-Wf%0vVAHDY5~D!NX&n4uOWGVa4}ZLKw(i z@L<{u*Pn{j%n%jc1HX^0WbxZ7d;~*V}ru-&#FAj8L6PAJ^R1A2_*8pgV%|TO4EC{ zpIecYNC0lI|7%7jcE9=RVr z{EbR#D8d!15p=Q{va30pgs%L>>gfI>pIBH}v_n3Z1vBEUU2t%v!y=?PLKs-x$IIn< z29*1tiFuvIBh{S`x&8bl#x5cwgtj^j68qi zF*521Oz!j-m;{7`gdFk7Gi`CFtexRdLA#L`*lYWn!wrLjgT0cjCkR}YQ=J_w-r*gV zVp?_Z=9WyRIJpu1fOBVvVWJ%YQp29x3~J>(4GJK9;E{4fLb)X#Bk0uyZaGkgBz2Ei zU069vK|w+61ZV-fl7;r=KQ7_3dpc9+UR@qz!0)GNu1X94LZ}ZS+$S(#L(oP>$?Ebi zU+#5gsHr6-B_Son+uIv9EUUwYA!1-CoYo|x$_`Q$a{#=QzkG*6c_fxrY{Ja1mIf1A z+=Ga!Q6y(bu>MMncD&5*yoXECCl3BIz?Xg5TJNnF2a>=ugiFrTb6G9lFoo%XLid_xP6TUAxn{&0WOgpmhEBdly^HpLzs zu(sc?8{e#=laU{L`&g6PSV$*I6Rtgu3-W^7n>WY@>J4fC-_Fe+znz;no$CR&6x9cM zZv)wYl!AyPxVw21s5p_&R@Hun%4(rc7Qm2|b?kMfO7+&FTp1&wCqEKeTZ1i@Uk;Vq zN=DRt*VR#vzA&b-onP{*V|vS#j@8)2s?pm&H87_Jb}ih98?gbnE7^w~H4O0qfrf|o z4qw1TKRS!{3SikFvw7I+=c?A3z(sgRqxy+As&XJ`4?fa|qj!rPx3fW@cvh+kP#H3L z?Dp!^9IR<;_3Up_cgHla5Z zCa?_Ge!9j5CRfPPkU%S3T=Kw*1%_lXVR;UPTbHT?Lgn_Vay%+b<>VPdcZaP5FE9$$ zdIx=8vPhu*KC`myRP5+DjJw;k7!EAsvVIT{f`5JWBZNnQuZhJOryTw^hPnp+Cu!JX zT{{JWPY#RQZ_IXFBU3(%(;wVU^l5_|iM$Qs$N!5&n+R%G@!EQKs$vWx6usA=N>6zj zz_?w14l>jk_^DG~%}L8@9*{yTYvy$>E~N&4hIX(FQwjm^zt%opLmGUIg;zFf%9DO$ zVEL8?aC$Jz0!c#4-suPA=lXq<21Trv784#C@HI2%FO{51{t^3XPuSn$0W*v;A$6+R zCv0%jG3P_7pvA}c!gwVqWc|eTBH(h|%6zKE5Aq(cBdL_|TlHWT9WlOk2ys2b0ISyb zR$G+GN_H1Z*wi0woU0!40HQ2bC&Eb%Mi~`-S=Rn3LZzfp?@spne)guEnYC8|nXLmn zu!<~SPp>bL&>k{h%$XM#7ivrQGg-EQH<VZpFrU(JkS8hU&v}kh+JJHpjYKD(o{CTl zSTVubZ)$xjKsw%f!;5WjbsKZ4+klG6rGHo&&N|Ws74*v0YuCQ^Y;5E^eZ32XLCTbA z+?uYO2LBarWk0vL`g&a~H+d@y)L!f|jxHbTjAP)wf*f>{nC}&K7nzJIB zy1Rx7pXqSZZNP$B_Uqd@&e92)j@I z{@R996Zz9~Q}OZf#pCP4&bvkny*Yy3tmflSkgDl&ZIu=(81dE0%F5NULhz~6UV*BO z4bmMDO~i5vKC3XjpLLnR6wqK0@`{ysxB{U1TQYZ0HM(&tboX1$*!LJy_@E<>l4Z z=H}T=H7dXT$u2A7LZab3ifx^O*rGwqRKvupbWnFZ?}lRpDoIRAqxN?TUT@$$+JRXz+qRF=Me zjYT>Ep0q+%JnX%fH0HY=1RtqAx14$r@rDVyZ66R&0hH?XW^2v%<)t8+BVDB=yV;Gh zsOTxNVnb+HgU)PtUBkqp-tJ%{OnM>G?EkCCKT6l_veB#akrPIZ-477QmvGQC6At&L z_~mM-#X=J=F&KX|5mzfTy}vru(hY=E#=Cd#PVg4=4nA~_tEZ2&e7D!|y0!v+$w=G_ z`e)n!jDPRKtn$0IfaavbY-zccQJuRf;ROZy?8X@v;^;2#vaq!InQ}fb8%?mJ`kDLl zx;Q=Kp6}1=V)P7m4h>%H_d{k)2BuRMm*j3o;2n*Q1aS&5zFg|rK1Y)C)~k`6SXf-F z^tsEoxK*yqori4BriDHTx_^-cZ}ESyB$OO94XjU@y3HNJg5BAkil7pLu7wDIHepMS zFdQ4cP0?jri~PN*Rf@-QBkEXS?@P}I2iP+g8ABB>~;Kw!lXGMZNz~Q`cY^$ zwgzF(0CEcyXFZ|^gl=AShH^3CExMZtIVL?z(y6(^og-Oda9gz=ohGaQE2qRLPB#<* ztoap(2M$3Z@uY{Cr6ZOHuv=tg8BpkbKx_K%1D}S7d5{M}Kh@vaSQ^fNRgo;@Lk(P5 zooK*ma&mI}pYAj=#g=+P-X#HE^<74c72Xr`a#zN`YckhyXTGlQ&`-WXwkV$?D45iq zC}DTX|8})WHDqvPjgn1OfB^Hc4VW36t5%~@F&ZX*sa+$p=X`|NxcDNCGty+-su#jY z5Tays|KE8y0FQGtfNp?xc!~y7*_yX;$--T18uPzl4?}@12vUAG`07n|9JT6wTLEfW zO*RrcfsLQ>a4Xz^>M``|4M7Qw`0!(!Q{>PJ$}mH4IGh1Ln*fa6>5Gsw6JegIb~t~b4g zUGJI76A5Uw!I&}c)~a4;3_AO^Lm#e?g+LSkZFiIOoLKuV|-nqE_zIs<@vx;4gXZ_CUH zHr*@;cb|7Ndo-DoAZP5rL*%*~I)nakd)Q0G1KfcR@p)qrk$dxIlB*9IDK~Hgk|Szg z|HsH|v^p^{@oaxVMrYn>R8c_neK}(ZW(RsC>SsA&$m}bxSCZT{G@VA4LQF5D?Zj8u z__ND36zm(aNm2qPrOR&!q%W49#Kud6R17hose74CzvBnUEioX7=|eXe@~rpDic~G-_7^}Ds-DPN$cqav@fv61N zlsy1$Q0UcZ+&0**E0&=ExIw6iBT}{fT1b*d3;L~aaq+$Um;;-9gv5_U(6vacS+&m;TN2kEwHwxgqz}kdY=z1fn?=^^l+C0JJg8a?^32{3QY>o zT(iDdvXl(=GJ(Y%`0HkMqZevEb+@1cKh)+Uq-RJC{y;aeQ?`_3@G&rxc`CZ!sB#O%X%}DE1b~c&TtS$2&8Dwv_q-g za^=W1-;_C?d7$JrMN}DWm?&tFT;<9lK|1gndL#7#>Y`qC>AE2q3H2|Di|^KUemKG)*i-Dp!^xqUg(vx`qau<+OxQ8`7A7mDdCQ+0EH0?nADO zkd(Q(dAKL^sD?W4ugjNhPll|lt>p^lDu;u8;0iwnhU{_UXZd?sJY)`A0T*|Sx^kqh z9d6o{eKD7n$>_&Q(ZH5tk^*dcM9X3695uVRwwJB7Jw;x%J|cby1Avbb=N* zM?f~AaQyY6e18KqVb+VyJo_jvanp*FQyzDTg3hOxp`}JAo|2B2&BVs9@H)E^{ zTz0nqV^}m?c?&eZNAif>{Gtc_jjZ5yNYQ|Z(h8lbWTDfOvD8%tV*`@Krj|D0o(3I> zpHWJKjFF9%?GxCj-8r}Mn#;=$`BzpgQ>ku&=BC%-$vBQX)kC!*#KWG|^xp?8fJES^oqu@Qu8ENhIjaVUlh?MJp^^ydX7H8p za#KB2^-UgHzHQ!GMtJiG&T=6m6%j;uK+buTJ0!Xm{40hj`tTj{o4iw=9TCz7;@k8eHRk z2_~+6e5(|LU7K1(c0J`BR`W$;eYbTUMIFkOzx9eRc5wXAnZ?5GEW34(cDz0WkEl@B zN-7!}13-&%M9M~>61>5uSbQzB?L$fww{8(G4Qu!=1)@*(fhGhqZU~vrs5UrGI;Tx5 zia+fBn0@)R*PYkp=WH0ZTPaWCkHWGC!Gq7O45vKU{rp3xkN9X)$|G8nW1u5R+G@+R z%Vf&I&Ta;5#lF254rftOkFwNti^sGZ17;zU4)*rQ=gq(O>s7r!gTa&~?HNRob<6Y1 z_nrG%~XcA+u@ayg`M%<`K?*OyW?_oUBl3gof;8YOEn5`)8s_xFW4tqro}66=xE0pZ0cB~@fo8>a-%p}BBYbR>U4kuJ!c-y*$uq& z#Ny)OmV}+J=}pYs@Rjtf_fv*^@xUG;cRiW(SINDne%)j-!?IZ(Y(~K@R4X64nw-Vl zTitSaZU>3zcj@GcXcyelIFFqVLS{(VC!|Jh9GgAfasUyF+8RId76DFWf2FvA z-EEQvyq@P#8D4U{0tW%c>%s~Y78Pw`mV^ECk%E8dY|_f4@HlargF)bhm>WjHYN_g? zcH2ZbCbS$M16)2)_ID@00}2jJrMj=tp)*GG75S?pU)8vLa;Y)JU1Yj-)s& zhokmA*Fi+<0GHB`4Q&Aipfjwjte8Kb>#uT)XoKgWzgeB{X8c}0Jw}YFl-?&ut>AsG z!F!Cd-3KqWWug|n!TC`rLozjJcYm$nO8C5ukcW#}wTxd({!z&L-Vu^K;qy`-sM=gr zpm{;tLGUXocY&kDrl}7BEhx`;<2F@|O1_?RUGjS8jGN8)1d;BPrs+j(CVsy}sqXlq zvjNQp`}0$V&I5k*No}*nofRgL1H39F({S!DO~>P<0@b1@5u>J4z5`UY$P`XPnXO{k zBbgSlA1ampy@$0zX8rLjhj}`W)7}Ef-;7m|X2)uaAU%eQu6|q@ks75(wlGsLqr;c0 z3Ziu7mgvsl;v!j-;6g7o(2+)gEDw^-X5DRKQb|cd6&E?5v$fc1`SBT&NY9wbWX;Z< zyG`PSr0G^L%?E9E+%#~DSSy}C;s03Hh?q9&%@#l;)%MB+l@PMYAf!Y?(=ZfAu$wo! zFy$9)TNS^pHJ2~(_I%F7=t8l;nfaFX8Z|P(X4yJ@T*Kf9TTZlh_eOTotadZmfp0aM(xm;H z$8oR2Y`mXNw(PU$Dg=u>=M4*w3fr#cI?@}wY>GFR^9SS5{dWr-`4`?UgZl_tn`AP= zjapvXYs@Rrmse1dNR`6c{k6>Xxx+U&%8P4y}9v z-?w2m*FNj^orMES&m;9|g!nIAU-in>n>#PNTFB$+KR>q?ll%4ao4DTCz~{c~XD=_rT({D$$$&iPb*xWQ7d|q3 zhTgz|#-||j*U5hH7HEJ-q~5;gQD7z4uM>|%x8^#DKs(#r z=YU~4HPzTWoIAOG;K5T0g-hqNvY+N5}g;YaH2Y3^hONzjn;c)`rM9s=}k-;x%urYocSm#{l<}<)xWt(K4 zkSf+DNSSl^9?l=7K~iCTlmH3;6+nxJdQ^Z}Kqw2PoAT{R5(p0*+{jz8G7X_lSe%Jx zm|5(DM+XJP2U+c6qqzHicLzIXliYnz*AhUno#%os=@bGFr@^GRKYw1hkkoielf4Dv z_w43nLo36>WPyJt_@j%aBX|!U$LP1@_D>L#$!;9#Nya@nuK-ugd{L#|s^P^O4;tHS z!LYN1bton-f!bgdTf^w!Sx(;qZ^w$eyw=^4UU=r~HsU6EF2?@AsXTAr8!v3=+xw~z z(mh}rA8f;u2!$HZ)=xdUhliU15W~p_ZoxAHQv*7eCUX#_ic>pa*d$P0r1K2A<$%*& zpGk8l5?XDIf`J~9fes1HrNgsy%`|JG}e*PV=hK#d1))w+Pd`!^azFo6f?6~53tZr); zedmq5!)V{B;u)~N^%f}&TbkRWL3}-HZ-v!B^ zU;w>B6IVaqqdcwM;Nq z={8`cn~U+{YXds$2wMVaD7W;WC*LRpb@ZbVLPph%#lgAn9dJ}ZI)=N3n^idjzU(&S&rZj1^6sy-qc`!eXrRPt2X@pS zU?NWQM3bjYv^~OmgF!Zg|8mOr=~~Q`J+{BZ?sJxj#fdRj&B9I<2gA=c&)hLn)EKS| zhE*C`Ky`oBt<*GCN;i?`l}oIEt$~hfKJjQxU**S)g@t|un2JOLl$K!obfbc~uDjKj=)UeBH*@83!8;N7^Yk?OZzvq8gi|X)#g6JO z=@w0kM)+R3>xG$4|5ouHeT4~>G&&YB?I&7F5U3f#;sij zf02a)&1T%CVHl~AU>sR9Q`k1MdSJW<*|AhE9g_qv>Uh}J2`mG(4?uJH50SXgQv?#j zqZXdk4lE8x?o$N;tcgKJYjbjw6N zIE77*eftCAs;iwBzdjHH7aQ;)W%)QVru z4h(kB_Nb|qCFI8b3!4UV&OKGazMs#)hK=mR^#M#7i2j22Qx!cgI|(GQt1FhqL0(p4 zqlgp87sxLQ-kNFOc^DSAL2$KO!GPY{1vH&Xq~_Rq);$|sic-o%qTYtKw}gw{7fRvir=mU0m{_dQkc>r8_+8}WW01@TlW zo~-0804<5+Wz@V&2=99WMnex=h#o-dPga4w=eR8+f=)JhJU8Mju=<&(Sr#1iAml>V zg148~D$zwTfPza)WwC4H-!W6C{Zo?fzKX8}W&9p0RQ&gv>CH_w$$)^Vl5zE+#qc5honKG(?;LjC(hzjn#eh;T_5^iCDieBe z;~{So^rR#~`va13VbMlt-A{w}&FGESeny6lyM{fHNOuDTA{mg^knI>QdX?7Km#63e z(wc4F2R;(Cxv>uv=;43ZZ%+jHA;#SWgyyx8SNL4lT0epZCQs|DEft0nG%ZEo#;Uy-`M=ixzEbTg^sWBWeQLyUlXf?8xBzJoORP|;z@2VMt} z{s1w*syBzYp-~UoJ>`}nO;>;UQr)OL>kdQk>|DTpa!b{FBII2{{o_FI`}nReo`AKA zI8!w5=q*GG3tCxPMC4=(C?3Lz(-k{P5`EVTYUDHAZ2BW%sdNFv&Zc zxRw%J{a~_Sn_GR^B{IYGbh0x#64iEFFGiKPH8Op7MeoCHnx23Rgp_gAG5~royhg1L zSL48$59{XJ>bA(;}<{_{>v&8S$UA!{#Y&d7XHb zl4u>khr^#K+O+dQE=Wl!*JN5ZQ6%rGG~b^v1wu~PXvB#|`d9@5K~6QOYB;`>qYh)e!ABs z2d<$Q(oe>vC11L`h1BxXa}bN%3( z;{N)&L*M40qpWV5WGDBURFG1WX7*^GTTq>*)at<)A(0(*cSYrzFQt+5;YBN_^@l(K zScu#sfr9qfGPm-D%HvgIV3pv2+AFHVbOPaNvyw^2%_({h|sSM+w)mWe&E|4CqRy8$T}s@4Pl~+E@2};0O8F4 zmSS{Z;N@*X`m}JCiU#R7NZwY(Gx)Ht+%7116Cg9x-qF+Tg1(o@f)eIbe1blwXR1`( zH0(AhUY*zm==r?7Svs)L!G2~#M`yO1{WSC_ntNIhFutAh+8*oFlSzDaWc{Hv53&(~ zssl6{dw5?UqKhFQR2z2}uQqf0=~Y@N02DCwgI+DvcLK>x647N@hhTg52bX8Nxyo*J zDMQ=~=xgi4cac_g-q@D%C_^n#fW(oM1aE)zT_}Zlodd?V*@__(0Q5AJL-HWD{6&+O zjvSNn6?w~C+rqh$*B?a`?a%JNmb?H}3R|s{`uS1i(%e2?ZWRR2we6t~nTdQb z1|rl#q$aE`S`SP#2fTL5Gu&>H7+EJFD%w~hYn_5*iM5dvnBkOiv_Goaj-EoY8z@vZ z`qTzC_Z2jlgF3Z;&4KMpefXYrw)KJ%vg;|}-(p89XdZ{@-6inI*1z`M>N)f~^Y)_C zWa2mLw1$l>{esQniA8co*|ZnIn+^gljA8zB11axc4=cIwqZ{I2lq4mEmjLu4NAN<3BO4; zDyE;DzeA?7n}nOgP$X`4zOJqgmBq!@3&~LSaUx6l7lsz9BaW1i5mFJBi@NjrScid7NAKPkE_bp5%+bRc_9{@syXrc-3IE{g z?1QkLQYD&$E!D5T8<6TG0SUgEFxe!e=KFVDPzJ$_AOyv;cFtnys@VEMzdVF@ zxo6KtF%@4g9mGN6*vv^D*2rx0Hm_)>oNYWW5W#m#$OC9acncb5_+MXl?Eo% zbOY9d@9uSQuOk<#zC!5uz;4mn+RAQ~K0U2#)RTGN8>f@x5&ZKwBXsp669+5?^RPMP z=+r)3r-#Pm&B~>m8P1@B^R70sK=uoHnxHYE$toNy9RRYmqwH>p z0!Bt^54r z(gOuW#g3nWnIb!|D>?{dM{N{%PqZi|Nb+UJhAIt%cQ@H7XeS5ExM{Lg#BBIQf?4Zc z2*G84nFuVB3EJ-*R(!Rxv2mxl1NTBmhwY3>4x=CH5YON>=6N;H3;nt4;F0XlO}}5M z+Cm#EBnY)X2YR1jvE_`q)vc>n?;&>+I8J2q^kuPW=tG6&k`l;S%4LB%OEMh1#M#Wd z*}Vj!n*u5K{Be?rf({FD9R?^LIcVK z)KS&8?1U$xUiborlUNX2=e z_XG<`K}RH58DinV6M-cZ6O-H84#1OKEoVxaa9w6DQLLcnoDj}M(hVTf@e#{Ym4oe1 z7v3~~vXMx_Op)&|uz>p9{#TOW*wRu4KnAVe3gbbpG_{JM|BlcDIork8OO=D){ z>nnTk8KC!zjFEz+mvI`(Ff0MN#-cH<{V6878c6+Qp_9pAOaSZ1kNBdrh+sllg|b=J9Tg-laH;kXiEc2cDj6C652C(19?SO)TT@Xq zhzJc8DoT;;L?H>4Jwj;Md#g~%DxnCW6xn32C=?mV-m*RR-p_m7eSh!!em?!v^4!mL zU)On^=W!m#acZ7is`3BGc~rDRJ5P8cYxX#h`NDpD>-m zFPq`Iqvbh`>x(NZ1eGF`*WfvFK3|=aP7BrRws-K1?RSBYd@vS`v?^;=#03wUN&SB@ zWxPKgI<981o1!oe-EUVm@Ez?5=mV&>Z?_QttZ`$Q$+y9#{V5ff&Z)Kwo({kJcr!vj zS8KUgg}ZE68<+pp$C6mFoltvS?MWpq7XXYXS)Z*~&XqSM*8w?d#HH zw{i(I(d*+?c&@AwE9cqT|BBLjJh>~JrFSb5fW&{dCDkVCT&1e19)ON=48hMkL!UI*Gxo{$n_=JL*lKfn`4=?b4b;^Zz6Isv zIK@^)HW`QJ4W{Q1=zifN<8#i7=0T@4_$$}pr8ETcq8)*|KGb;qZT!LnPFtqg5X#oO zK77W_3dmBjmhzzvM4%+p%*Z4EFLiFqZb%urgLgUH{ltBsCCH!%z<;}NK~O|MU#&2- z){d)FQ}fdX63q z;Mh+f;Ti0I3xPb*Rtc%%&XR*>R{UjOO4p9_#?3Frn&*mEt3u9R2^X@n6(_J}kk{AN z66f-E-tU^rMx1U;eZ)?P5tgwkR^bb%ukRxYaNjz>4j}MP9uL>@ub0Myg!a7^;AUmV zQHv7)<0rKoxay9dqX5#GWn6pqNSF7qCI}er+j8}>DKV3)Ey)YE zljSkF)_O%QGtFO-BEeiOMUWrOdxJZ4N#&P`>p>Z5j2tQ-Sot)8ylJq2 zF$CfEs^hv8(_obSjZahKT+X_Sd;RQh#cIDBw}0^`+|v8`t9HKh2HI0N9T%7d%p*U8 zsct|90d*GKR3Xt_L?ZYj=D9nJ8#LCo5Si+hiC^!EIJj5AI}k0cjJ;gG!V+2vnimM# zup_Ur83#L7bL4mMYrlysoX*I_r9KjWb>A6wzX)b zD~SHLGOpP@HN1dcAO1rSNf<*Z}<6ARUb04K%@$r5=s| z$B*IGCaBU_3V6WW2(X@f8lzm!H1FIR<$qV^+O=CqxP#!*OKL~q6bqLX8tI@sw??-( z6Yozy0`9p)H6lF6&3I4zyfe@=7R_;nO9_y9slAEJ_21R~XM;kjiYQeSqb*tZhL)_8 zW|a2+{o*owPL200%L^_if>wq8Qv$9k!u<{$M1tUVgU~#-bB!)1O@f?UlV%2kF8-<$ z9F0i?+w#PU(b{WSzdRsi=^tG!eCXE{r8(0?CFR?7TT4Y*rog0qicmE`?YH{7%2gUc=`g$cAX1Tg# zud4XKm!S#4*X7NJ=XL|KRoT6gHS#yL$TEz<;qKFQHL@omVQ~*I=!cO4BJN}?VH$Eg zg=F@HAYsTI`?GT;!R3XSiT1^Ryop6O$e^tk2m6WjWeVtLo^C3%2!l-yh;c0*_TUiT374c`N#Og^r8EY0-r1y*bU(g7>MaCv8tqYW6td z4?K%w^xe>$<*Zys-4X}nzJ={B@6Y40Hy`z<+%e=rB6Bjhoz3&_Fhk(j(-c2vnw9FH zbnCwhqYUOrR(4{1BWov%-1k}BQtvo*)$oa}tMH|e{m>59jCI6Tp=p^H^#^_FP`mKO zAg)h_{spmPS1k)?grLU3Wp_=h{M26>CgL>sba-#lVAyUoSNa`K_5AU)Z)@BN>D@i@ z0^7)JCSMulg0CZO)zl`l^Y6sx!a~-b4mjwhs(!KQVfP$cKGl@NCnOea=|#ECHLURdC3V0sWaEv*_Ch|NY9pwm$Bi>#`_^ zZt(?ya1*YqT#cTUtf60i85gR(MeH=)+=O(lvAK3${8vCxjjA6=00J*Qh;71)cvq1O)BuH9&BY`)2~8BkmqtuX1KWG3g0__$WlwcPbL3!fFU z-~2MY|JyC$b7n!)&*AR7$S;EK1l(DpR$%ZOZv>C5UiZ7P!}1ovb8k-}7MnU5`*5?g zeL{cez#uCM>{Ia&*h_6is@lrP&NV2pQ_?qL8## zMt?h;B%Gf2NjTd(^lhz z;6@=ZCr8L|>NhGmlNIylbvO1{g|{sh>&k1r;5**X+VSb5zn@b1OS2nH;sJN&=U>Ao zAYT8BF8S`-Xb+8+{}G;wdee`BT2^kql$CxR9n%#3W59ZbnVC7BF!F(isNzIt0X;J_ zX;c~?CPnohQRr{C|5cl%zDJsaTR^-)3wrdSfEJ3QQ^u;RJBr3-!GRU7|8 zjxpPoU=(D|*yFUF=V@y+2hkw%!&PM^&P4*x^gWbgCjJ z6dTv!O-Nx<1tS<);%v-z-ay?zBOjcH-hBOH@$Q`JtJh`fGjUIcyc~acQw>F`HaN^x zX=2>m^65r{g{}lS%J{}zZ+C(a-kxni5O+aUhzFhb{(rW&{^{@WXxTnkG$nP*$2ZQd zf@b-zVUa(=;wWTN^^o9`5dE3!^7R9>Wh2vZ?(#n$mDD6lrV#YRNB!~YEZ6y}%- z(c3JixWDR8y8MaqX41vCnuA)RsX9*^o$(?YuZ0UXjI7tzDrn^og+3r^VLE;!HpXxv zA;`>AgRpYAP)$Z%2|Fwkf=^25U?CWbhAf2yLZ1q1R6gC3&6G!pTSN<|?Dzc98*|?l zpW56R`&1!))x!P>@hY3klC8oS2qCs`*h*IT*dg3#8vA@+!~U$U!R)4)5-@HI}VrijC6s0o(BUu;OqL}#`w2km1esNVzOQMwxKvUb+| zEHCdlmu2gM^<|Q64eHkJ&qTY_MMx(ga1YyiXyV_q9TWZBTjVyFa>eJ)hnV~2mHL#vq1s1j(EuZ>j-RF;UXv4IYB&%%p z#^6`-O@|DY=_h|0r+;`|SCGlD*V9azIT^CQb!uwICy_Lcyam_*Eku-j)3VwP87x6z zcj`Sfv6o8~lQo<>X*%Av`&U!C#&CL)hvLKrZz=rq``2g$L}P z_4R>G;F<`rf9rYo8X~DXNi(=6qxZBppKXi47qv~azwz5BL5%mKbMHLA%M8;Gzfb-} zf}-Tiiu%H;=0T18gmL>Gt)+cDW8d#whzC9MbH+pvDgRA6d5G{GdBG8n_QvodO4c7~ zVo)kW%Pbs^Ef!?wTd zKuGv8C!<9Kfa}Bf)H{av|CdMS6%jnNh(pkL(X7uZCe6q;8ArEjv86k)J|Hp%d6Si& zBdVUqSn5ZAEAobfuakJGE`U4qkI3_&S-JDk(fVOe1zakFqpCS*K+Zr|%h}}cf7#B` zfejE{Cv;|<0R|U-!K&(1~bA)N@bKToHUzIIezf#^5* z=V)+mJ_z4qnrA9GNqlfK5(i*-H+T&lcOZxX-)4xTd{o};y!A*ur;JJyXDliO_+q7n zJB_`(3=NN6hs|qfP+uEVXIqfT!qvcQaio)PZz3|+6kIW58X2`Cs%uW~EPn`YEO#UG zSLz3(RrdPOD(;Ow{KcSnv;LVr67F`Q74hR+c}-7_!WWd!Q1NZSRD@T+i$0rX9k&c8 zvO0MajoycnYJ^<^uLkE5Q39cDutugukozk5iGk9>!lKL;WXkk#29THFe9M>>t?m>N z!wvvY6|JMQ+UeCqKnx0NUw;3W=Z=f z+tusW{#RnkHC}urlSo+Y3OB%!m6CqX>V)9yl*wQ$^wQ{=*#L9b)4ASF8vgjs85^)1+7NaE3YeAY0vRb*?t z^LtyGs?Doy#cX1AsKG}1g4x1Yqypd_5Hql*{nJMKzC^;j>y+Q7JqE;`>EL8k@OA{p zs2-5>0XEQOBDa}4T6FjJ>Kp60Efg0)zw)~ogMC(a_J1wXB45?l)8jVN#QHsd2CAH* z(yZsn6?fQH#sq7Pxvr%<@ej4@6b%X{53tb2-)Ttj5Brk!zQ`r%Pn%n&pmLN9Wdn)- zYq8fuW)`)Tka?H$Issp-mgKYq(%OD{B@t=B=Z?;^O%9*3$O&K#9>7u({jLj^9~x4j z>uupA5eYn6iRd?-Y?Neei76^vPHspg?%om3eV3kC zv5?n<#?}tk+lQljCN|*v2Rv(exj8bE*l9V$0n6~L2c;)tKC$-;CP%`9t8wJL8HNr; zfxB1t&-{T(=u?qUuIr;-P*v8T>rxvS?JCkCbn1=gi6{3P%s1~L7u|dPCl}ZQg;Z%2 zUuA-5R*_`GGFMl2K}RyVNo9ib0{6ldNq&%J&^;K77<42gF*e1LB=18ji#l36THcnv z=n;lBV0Ew;xny>j z$JHKaO3uQ1a-2su?$9S&*NsEanv)8XPC z>HO0*q6)lux!2tS7rTx5=L9hIqo#dLYiv4yXT0O$dYd6RdT(*E2jX`US%eK!Zy+_Z zwukilVac!I(nncYSy0ZJ1a1UKbOQqBxl#t5A&~wW2!n8Rh$Ik~@CyvdJc!W4#+EWo z@}@#UF&H5Afh*S9Xl13%p+c@^IZ6)=G%k%#IalJr3 zrFv&79zR$idaH2y;A@*<2P&R7QFwM-9_C%|!(ZVN5b#Hs>g4H66;#gXaN$yp%GF9{ zvl`E)S<4r0av(U@L5&@wp{1d98KFP2BwJ3dY^uCD<)3N|3N=$jM8lS^ILb z+yT-y68ynpW#jW$0!K$!NCuUL1#JZLGSe#VZ+B>}4e2vrDF@MUz*4W<)Oa9$2$p-hp< zSx#(7sJT0)e&Ix=Dqvs!H9Mc&{50{1!VU7$3vQS@d-JAB8~@}3!=Y_Tqt6Sd^~_Q) z`<8X`rG97BILV<``uLfw;;7b)s-Cw9)BDtg&RtHIq@)t)hEET!eN)*OqDwO}8l_c~ zq1pATbK#fGOv1#@Z=+W8>#=(A?{+&cZ4=FR{Fpx88ob1z8b>2%)z7bBgu$$mvl+Zq z%CPU0lniv`_q-a_@TDrYK9}ug8M!lLxZdKlk6hnG{i;#`d(U)Pi?omTZ?#VfpB2(; zHgntx85E@FW>QeTk*ipKj$z{w9ns>D{=HH1vggcI$h^E~q&W=+DB}~JD5>GTGP>wzi z-rGv8DBs=gz(IAPsY#H*ac~c}*}2vI8#()VR9KD{z7*3KpK2+Znx2>1WKH~F$>pz} zn_w9leX_cQpY8raxQAKCzDrSb3scpJBc4J=l$Oo zY4NCNmK<7vz348Bm%3>-e2#veFTFx)wFB13L5(9G**gkGLZ#XD&r+Xb6r>*DcgU!w z9Mybmq~fR<_j^mgy= z7Y{M|(?SQXxcSnw0mde7fy3-JTG}gea=(noXJQpNCUKE$9|^!Ra}2%+*fX^_+LdNg zO3IXY^gLrn?e2AQdQW-HQzeO$)k$HG)x~nY{itt0xFq@Hj_zBAolll~evBRpHS&?( z!y3`*TXKu}VwA!iX*U|a(4MKBwKNToakIBeJ>Y+ucxnG8n|Vc5RYriJr%^6^FLTW& z9Xfq_7lyBugFStxR-1U&X^-VH%)zUs#N3Td;9L}g-c~qLz%KK*WCOm>%ZS)s8@4Aq zC_XCl$JQBSZ^&I58ZW*U7eT2b>htWizam+Mt*=6(`L@fh{m)H)TgJ|KAD8E0p_NfO z?#~eaXAhr~Z%vBSrtV%TjRv;^zH1Q$)~pfSaj(qp70`zIY3P0(e+YL1g1x2hj0qw` zodrU_e(kV+jiI8u75BZom&pZh7jev{>>eC^iqb_o;Cow@7oMBfn@&gRW6b@mm#3?O z+9;|hlG!$QFZ&&3>g}mv`&*J5vUT_o#}PW)B!4a~vR0&(@p+1j75ROIx6~X}TNym` z^B$$yOt5y9tsQCGQTw~db$!Vw@Kn5myrjALX|#9$|LUZgPtFeCIA_**0B`cA9hLL+ zy$wB9Wa4ETFlhFHm?a>E)-GgVix8C2x zCf5#~e|?e`^I*-p>wK7A>a@7Hc(q)8)e%%_99ol{n}oXJ#%z zta@%>pyr)F8r67##gQWa-kkFO!dt(Av%Q=ptAujUQQ12=S^a*9rye3}k*zKS?D?zY zTY5#Rdnx19!>=b+#qwSKnDbOB8e8a-pVeK<-9|bR^X&C?bAy=!W3OcCxxS2=ybygR ztsRqD^p*E|ly$@BhH0bNp{uZR{r&M8v+opUF527MGbYdyVd)q5HwGGzW;QtIkG0p= z)4`dcy4#OfGv23m{${;DbJjxlQf>Kc&BAT`Akx2W!_vKzs&~Ikku?H1g18R3dWf>~x=(Aohov!J>`|)`CK`(?sE;-2OLj-x`@;`S(t)2e50lWh#&~y>b(8lN6Ly z=l^(9?si;>HU_>TqI=`R7ve>%T5ahRD|kB~%&_yBlDDt3|8=9l*xu-Ma*i&2tis+> zk~5D60}G2UR5VPH@BI(3uuKu=!#?p1_kAFHM8qI=wBi1BhG1XcYt#B?&!+o4@E|tM zUI*8)&Dvc>AI~K5o^iji@~FgeuikreleWVxxtdD{6yoM;N|vRE`xB|Noy^}~Ona8* z{_I7$K;PN!t_?CJ{X5eS%1l26eJLpEn{H_3|67WZNAKV3Pxrof@nXm5zh|(LmX#C#>Q|~hSmD;R7gvI(L04_ZO3k^lDwFBRRXZ`NN?-dWMmt)Q;KUPZMW?2N61fumud~aPcxIg4 z#XO~~FMsdOh7Pu5-60_oKlIJUM$_kXF@YB@)#IHApyeI!yfaY7+d&!j~V%|>C@ zRaNIpWHazaQZh0c7{%Pyh2el~nj-pdZ@%B5BXF9Rx8&Jwvi2ih_{QxReL}o0{Zc8Z z?#52?y>P3M(~Ort>Q%c3uy0r4uL%;7Y^bl;R~`O@YPhFpoUP-@i?3(Z2g8JD`I?ug zB-Ol>3_S2~8K$&>yO=$xAAG!|6u-0e6=Kd@g#MigB^aTUf>phvp8ocO2hSPp?Gttx)m&>%P|4rDoTF1@$$a!pRl|_E6&3btjr0ouj4M+ z`u4EF9TG^tyV#PK+{lODgoG4VUR}Asg_bv}T=$FrdoCZ|+zk{07JoNC^mkIv&B^J3 znvL;-B|C6YPgDm{XgdFR&BF$cvFJ(x%wu9FY>9>RP&od5qk1M4*JwM%Qspg%U?(H8 zqhwJ~*Ft_Pt!c?V9wkTHIf26xU*0+0S{eL#I=!y_RoJsHiWIfNedjq3u@0`E-&s|b z{7}gtTWos}*O8kmx^#ZOmTwt#U@Zv`Wgk|N)`KoEpQeUiA&he5_*j{ko}=M>8`yvsN>HHWZ5rN4L_K7ev7aB^51H3u=|sE&$BQ>_V*U3K5BvRU-D-QZ!sqUG zwf2yWxR=Yv+!`wzIep}Azb<}0cpXeUwY%rHCpTD>qnDyoC^M+-b>)Z!w)dq)$y+8+zzFqvd#7Qac=H%R* z6xbQ(2GD7E3|_$u_iB}TkTy`O7%Z>QGuX(c7b{V}s|O)utI-JqH5fk^|_%R)F^Tl!LWCehkl~k*#k(= z;Oe6XW8-X>6@G#%%CR#=gc%`T(J+uRlM6$4e+=y_YzFfn1-i+w3szfe-ibYxjgfeH zSgQ7e%-&g26D{bLReP2&tVFgt#aW= z7AHs41i3QUl4K>-ytPuNW9vV%nT~45omuE^wk6Wqjr0$g6WD@Yp7E)&IwZ=aY19E= zI7P3NYIQk&d{fYz=f52w$u?D3$%FIpjBvVJuIp@VWr91e6i%D2sVPl&Z{}4Tx}mNj zw~saCiC_g=TU$ijt%Pw&eXDRdFvevbaXsG0y#``~w-=mnR5M^N2OrIQUGhWgf^34DF>APaXYi8|ePE5{^ zX%u%5m%pN{roiGxFb%&W61{qNJwkXtq9sz^9aw!2%v-*x(}>yJH1PPWs$a^?%pAg8 zJW%>QP<{2F3y^I;br`1IKA^S`uPEDUkOo}y(A7{F=I9Y3q?H_Eb3{K58tLx6wI;pp zHWO%j`Q>L{PXq0?%xyBfPNB?i)uJu0OsOoE?O*hkjSiEG<0VSX$U4hr2f5}4nw@>` zHfa4sQ-}p5(l@_Nh{x{dz+=lHmwY4U<~lutbFU8qV@gVjG;4ZRRyn-%exr!$JA(=4 zl2@)6wXQ<7sD~{Jc!iRRfjc4NBkIEDGy`fFUA+>{gg^7~^cDuAQo1 zV^#v$OVlpw7`LJDtJ?~lRWp;6+SX6knDBgfdObo@;9=2m8>z{l_tT}49~hLEyi0Os zPA6Jj=VAT+$NQd{4%hRbpdjNabQI0|E9f^_Um|`u1p|#}8_4Rr85k%jIMlyz5Tl6F z=l?J)!&FWcqeFsgC?5hN`rzmad0jz14_=Y{Ck2k~_Iuk#|1`_?J&1d?$HHJnvqg|3 zaa7@>SN04&MfW$-VD^_{THLe(>CT6_*T>zzXER2HNX{w_mxaG5lDOt;vA43lBvblN zX+;GUnk0YJj>zmmOJHk;x=Ccx7c@GVSjAk!qC|+r-7oP`Ti^xKha^pcsh(oqBO&)r zlm#Yom9@0@!LgHbZHGMd&6^Kv#jVxVG=wG2a%(~;Errx`IvE>|X*5#jrVH_H*&Em1 zx9#42*zMEp4A%FNH}`KRT?!9;M&!+UqeXU?L+CXOpZR+D-lRR+Gjv0;(DB&0x6ee=QmVX1#IlQj)F0q;^u6S+o30xnbp6TPpQuZe zC}TAt9Y>Ok~o&AT8<1HANh1~BsC@RW|@FfK$ z5k|{wmArgeBH+VKvNfkdBn2e%?ua*f*usuQXAd1bcyK8-E{+pcXUA3uQ0|zRyqw&3 zZ2UCi_2c*$d-8fg;|_d_im;>!&F3D?9N~Oid(Yk+=GDB*mOQRin&|Q%qdF+IiAn0g zIr`A+l4LGrlF*mw*2hXaTd9Rqjuznc>^rGSapXvcoe+eAB^ZDyuC)PgyBv}2hHqTM zeYnR~-Tt?U3_Rr0&3B>pKuV(v2RC(wZFMsj=h2Figl*g_hW&&*vxyZ*bogp>aq)(- zva+;f3v+YnjPP0{C27W@6wtKZZccHdy#a3}#oT?T5lFT@^R=h6QHpksiYRbkd{%Bm z4o-}(&*eF3JhPp2gqv&Q;QHY9yGseLPrTdo+18Fe_?l#^m+0m-t3VzdR_uhpL=8BX zX>&i5^@q**SIm9YcgDVsTNgb-EQ~2{RY@@hZ9W7$|G1b62OS{pBf;ES&p{ErI&Zp( z0=c&Yp|pHA0jteq5mAR}_9cto(Ncfrm|~Q?kY64bBZuZ4&Q%h65x+R%S^So-3dbmgB+f@USWxthp z%SRE9xkEC0xDyvH{#sFCvXTwjJu<)Gks9Ke;(WM*2^|KX$6KgJ5@h7$JiNWH=B{5} zRR{W3h8{nX2ARKF1dJG%=p{5aeikz_C?RQID+60>kRCrG`Of z0RaK$1`@KrwCA4~X#dW+`?t~H-!hhteDSdQbf{#3&du8Le97a9pN+RjqI~ly|t%v6OPNvCM_Hq3YWXkV$<9 z1Nn%?c`z_=|4>hSQizgZJa_j+nZSe~DwOEalPED^C}9DF63_>MemFS%>-QfBIa+x z4AEtdat^n4&9YrjiDz;Jc6G(J^JI13=E?I+y~hTWQ*5MHxQmkM7Y8lBUy&M0P-F^; zyx+9D#1RZYw`8f=6$M|5KbripYcqE^0{5@K41D(GnZMun9J0gTzUVXCR;@gXE$I;k zPN{E>`Q^qOA?iYfs?~j#NPZI;%wXe5f8MnHv@|Vo**yvD(V!0(brEzhlhxPPpB_f7|nXG9}ae-+a<-taw8 zo>o>sE%X(cXex+qEwpp@IF&y9U?>1y!x8^%n}d(jQ*y1KN({-IF=WK(YAM-qp^t_& zV)aI5l7zQ5fV33jj@QqTY35O$zaJi7*C4g1d`)uJK*CI?WGUm%tD2)ZPIu2z-AeLz zHi&0pFT#u|ysTX~_@C3OYiejQPw?4o5;P5e(#Im4k>koew zN9~*6qEKkSb4Y}OOrF8eB}BzC&Ca@N4&^*gVmn$c(2yVL&uA*K8FI@A6qQkLKcka1 zH$3J^GT5$AuPk{D zk@}Jq_R1cq`d0V8tMGe}*uZ@UPex?Kpq@W5?!a^`Vh8lB_0_y%yYytoZ$XrUoWk#j z2Y!JE{@U2czhqG%<&hjU!BZi|i411C7jx1+lK4>3*u#pskvQ_4NWV`lS%`~&HR{*^ z_$hENds%6BYojNSCjK!R)LWi?W#!Jmo{py3Y~gB@=;7MwIZNTZx|D1ho@|pO_li4( zQ&Se<$|bzrQ#RU?vg+Hz4c$b4WwaHDRvmo&iTQb%rr;_)^WN+Ba0cYK8zzTVe!}R- z9BtH|rGMumpof|g&Mp{VraT`R8JR37%t$fbRrGE|a}y=y(`3h@K+uI=tS-X-bvSo~ zT*StDqwtDy<#o<}a?zkUSXJj-MDg?|8IEX1(zFf zH&wG0Rt_7>E=+WlqoDLyc*Ub5x`RdVCh5Tcq89;>5e;PINusP6LA>;Np$*nJ)A|?+ z3EsnCd?!x~Je7*S_jPI5qNdGiuD#Fr=q zF2(o>Nyd}k5D(bTQqtU^^p$BVQvVv^dr!jpA=8T@G38-rRomCG2 zY3AnU;<)o(CEL%;&8_`ifc~i%S9p{HMq`y?c@=|o@9FGn$bBGYFR)mrD_mq-a=T!0dAX#bLe>a+ zN;o4VIiK?5F#-W5!`t-yq^xD;v=HSYBD z^P_l(uHWov%MFs+rYy6rvdD{MR*uG8n+NEJXpo$e)Y6aTn0ZP(0yBI6IX8@=d2`mt zuWbHOE728%DnSZMO!2k3nGxiIv}EG4+`gx`*W9L3IMFJG+3xYRmvs^Z?rmZ6c9pf; zq4MU%-=S5Wvy(tgHxJ5Rs@1CyM7%odkZ;{vUE=C`c+Zt6g~(<9_qxVW4jFF7i*K#h zvaaaBy%&#xPDZOwG^F6ZP}QD%zbpJwJUq4xfO)a#bV{%oVjsR*TEdg4{ifF zGm-bRc4wy;=9X#Jh7@q9r|+k_S?~HXKy*Jdvp!OoyNwAU)w!6|b5bMoWYw6*Y-v^1 zPFV9wAT#|ug|wWyDOu+VVQV|E7aPedkaHgm1z~63obPbfadzkt){=s4A$Ar0u1ORh z>`k~;F@HVAk>;So?}K*Z?eNlKhL!Q5geG_}-zG2u)Q^Av{@n!t6gKwv65$YqQM=8L zpfojDUd5V@cH}VtjtENRJAeKu46H*{S_lB?oT8b8xf5A1(JDxY=8;!$yvFZ-hB>#6|6No1w(>@}D zC*s<~!A16dWzhik81>VO=Ln;YFflh)Ah`QFA7E&#`P5%2q;0Aswi2!&DvYC*5*Mdn z;;%0}e%J6P>M{|ctBy>wVxYCPmB4ZkIQpV-$175)WO0itN#vJhYkA3XC}stvw3CE_ z?^j)unPs81%)TogILApxRX@bH@AAieOjf_mbp9?^8*C+&c6G5~ytCkgl9H0sU?=tz z_%QKNA>oILmx_qbK$)WOAgdDu&S&5dGT`Ta9sWcfkecg)2!_on%B`9GB42t^=Uo{K z3(FbkWO4lW%Et6GNza~2jBRQg0s!F zOT>`?NVI_hU{|*5njpXrA6$1wI61c~D=Ytab(|KgG9SnR#bcCQY?ElS+t4j78`=_aYI&jKA$C`>9e%YL`s%QlBgdO+li)OPrd6d(0KL* z1TnICW1Chq(#JJQ4rLyC8CBeTws6x%yJShA>L~{fS7;_o3w=#p6Hmm;n-Fh*dfI*V zcczKPKg6aQaR;h_|L8d!E8YL2W}tGTOKjQEu31d3bF)iP<8%}?hGWOn!xF#jpa<%1ShptM#-se=|nDD8N?+vG`4D?^H z0%n06^@vmTzwV6llBN4Bku3&l-T9pO96f7`xshAKjc`>EUza*NS$~_9o!ig?SkVz{`&h);0jpZ{B_u4zmXim?>W*rj9 zuoeby=*n8Ls6^HkywguNKP!-q+Z}k*$sl_~|K_;B<``z1bBp9LAwfaCuMan*QE!5G z$PflH036#{-%`XbgNV$YkeIkL;u@ZHHU{}gH_?5#6Uke)Gwux~}jbdfS%Ih<7?)^Ga8z zWOuLwm7yvdP@8Y?$i#PiX;=lYxx2sL6a6a21Rj|Ha}0k5wnvW{Ke)0|iqnX;RH5>d zwOb4b>c|cwB|NE6!*OF{Z5}*U7-_{~`N4|CJy(=Ad_hEPYg<0;$)$6A; z2J1~9)^74Po6vYVWEZM&G(^3nB-O-CH%BsX30pw;62nf4gF1!IZ=i5B?m*l$C$GC~ zvfg|^#E}jz%n}$HYJpirXbf#8hJ{J<6M2v5ogXE|K(Bj7M}6QfqVDu9~Ey0BV$}1kJA{2>c#;KVNA!j#RGH`qDnQNmW9pOF4Xh&mQD>&Hh zz$kYz!NXwh?id4<9~_XDSBH9dY=$4?WqTe((o!PDz^(F;X<>45*T2{GfoH3ZfB<06 zLJWIBmxQa~@x_X~?I%y2Qv7mP@n(|deh3wIBETx(x2meDA3k4QY6V+35;v)U(|kgd z8-b2iT;w*H{8m*E|1xlwQEmI6ihu9i+JiKkTX}vDmE!i)xwFe;=Nhoqdu?a3a*(}s zc}nnC;E_yU+e>V@xmh=XI>%a<>+ZAkkFxD<_x z4~_+BZX@p_IzSjJwST%Cj~;yhm=%Sva4PkA+vM+saUxTHm+!gv9XtBHw{>1B&Bl|f z>B>44pU2$P;cj*b)4SRqP$ejiQD*h!NqIfvCFXAbj=Z?3MNmaW1q9jcq;J643GY(D z!JeKCG6U6Th!6SoHIkaZqrYP^asW9tkbOJRl}56jiqYS*;~mUM`5Km30U=y@C+d=d z47okej+RBxT6(US02UZw3|0G%XvSKyW(cCaPj-qmtbfZOkYm3?o}1~tO_7^RuA4P; zbZ368+I!FsV=7Po7l1Sd?uDP|$lhzrQn9V_SaiaPGomyb+8BC^r&vnT>8PY~X~bx@ zZTpHwo5wsarY<5yy`sO0Oi=(z=vreu{9%{V%_SF+Apj{1c79Dk0ndPh2Y8ao@( zY>;I?xwRf$vixGt-(73-F=g3tL8lJ1?c5c7RZ^{qw9+)`ufo=TA!P%e_Q=S!XOq9+ zjum3u`>nUrpyq&ax;)CRv zksvOgicK%QID&wfqZ#FYB>idkxA@x>;(D4pxRVyn{9qV>U6Ti-N!6jC$ANvdZA>2? zZa?0t%q)CEQ*5e9$8CERadel}x2g$91C_^O1r*gMBVOmyBrP9+1w^bu)W(PY-g|+< z?9DYhir~+7!}Z?Y zg!P%6WL$xpB?B^#CPvx>4EN2{+JVI>poD9YUIzjhVckxQ%AMUoI>k zTO)m`zF@aX&viuqP!5q=G;Vppo>46rzp+#ySMkark)Z(RgK1w)LZ5Lws8C5_l5I4L zw;9L3QfJVcGl4S`hbGv2p~$L1NYcK`hK&9M)xMLlXIuxXSrQgRb3<|Jbv*O5aaV5x4bbuHgOD|zg&R#@JSrd(eQiC>hOodOz*!BWA&!ISgz!HI1s zAF3lnP9)G$Q&R(*y%#<+IVmnF=>cdBpOmco!qXk6c;ljd)$@Dm@j7&YSf#U)Pqy~V-}JqcJBpS0b^|#jdFdB|Q(Id%iNA0>_wz zQ_jTwHd}g-ni4tebyv+SQ>`d9NFjcQUd1!a<|Iw1Q^_Pc7%G9e^72#QtCV)ia=XL4 zvvJi-o)TVMT3Q~bv?U9+7l*s?-wp45^g}X`)sxH3T`!~XkDwjWH|dQ<36vCQaO9v3 z*BFi>0$+V!BbWmv#DLW5rInRlG&M^8yJrJ0?xWEzbPid~My@N7{+xj)iI1pIhOF|@ zvH_v@p3e#3TH}-PDec*@+uB!2=UZ|EcD8=|XwIqYvUyzlALS<7h4VPEqlc9(vps%Hsk*p;TF>8H*9Y+|es1h>@uB2HO7L;o7rxDV~RWyo=TYJ#>k5C2qOzWo1-V#9kU5UTWyIUpcLy-`@Od zPf+XX$&)IeCKacSrP`hc1%Q+_Qyc=6*-1ahKdI{GteIg3N{ z=-9VDsR(GNj>-l;jE|2u4)^z`#f+#!3A9E=MnrdmsW*UK7ssuH*5}`0Kd@CpVA0yZ z6U~&`gun?lwqyq&xi5qeg?r58vQs90*B6Zfmflet(|5=P^cjh z^O#foAiX;~=U!LtJ@nuHyB>IVavvb_;}6j7kq$33{(vd*GI@xRDJW< zKz(=)9BsNNgE;&5%zOT$vv#Zx+I@G~_J^@X>%+O{4fpOXK2cKQP>6}AF1iT<{#AfR zmnSSv^Jdh(fsfHwFa|sZ;%|bM_Rtv&$_$;PJ?v*-!U zK;0(v%~V_IAL_U1fZHkIn}eD%3d4txd@%%f0Sm%df~{_AbFZs&F?Kf+W%Fr1KKi;V ztE(e~CXeyxHFHjL~E=-pr9>i9rSkm-NCzOLk3J{ZbEH z7AzE^9s;;5;U!4KXcoOlJkb@+@XKm&cVl__iSk`@$0VCqkT8GX<-MFSo}@kq3jp`n zSdOSAq!!=cE_8>4&f?_q+=HkBV)qy*Zx!nmk5br1CfK^OF(+r}Bs+9IM(3=M2?@r( zEQ_i+mA#>3XRB)Sz?GZ6C<7!i8ywTG;VpevWxqq_p_l_U=dxsXB@EF z4r(?qg0I*>x9{EK6z=-=Z4-h8(2{T8&cH>b=f97>ytU=^vLnY@=@@d}P>E-+s#15B!?!SeiUFggHi=W66p1}nQ18w6HR$kA1 zsw@w2_ppF#xQmhT8GMJBPqu;0fx3Dc6eLosoUdMV6lzY;Vzx{iK1v8E}s1i47SI&+tTn&#BFRAI`tjji(Um6@6 z8{3(Cck(BeH093EJxFhPszQO`X6NMSb``p89UXlSQe8K^u{bn>$)|`=_3iB9f4Z9s z9j~a#-D`h@P*LRi?s9B0>`v-`Q7^;P3#7eVYSZD0dBBxtFu=Pd7df>)_9#IS1>{O} zjbS@`5i<;41b$fRx<_o8-`VE4&n54Odretn7e2@_)&jQs^3#X+DWaXiJHDsKm!B&O zx?E;%ET(|VM9~ma&zaAewBF1lkN__)FA1lY?AzhodI>G)({OsvcV5~9mW3)NP}dUK z$YGQJKH!3ql7#b0@vUeQ4Ev%(?-0MSV=?7f@So7{=5VbEAfAEVK6ZK z1M9DBZ_n5fASk0RY!?-9nm>y!m^sBIwXyvsoowLZN8c1y%sIEv&zcv>WocXAcx3Nc zV($-w!9kGbfST#!bAH+}5!9na`UMn&lAw>E8CzDShime`1Okf8#vI&Wf8pf)Us9#? zzt_w-@_qAW9nt7BNvQ5}dT;CIMA>ooNOj+95sdNLA1E7?B0A32^7voTpuFXIlw?6; ziKW-Gx~qxG-glqf?Y(k``?B}`e$Vq5*0I()^slGe1REDzXJY2@_68esdQV0~t}5+=P_?mE%GoM_r|bDNdL7cesf10$>XCnh|pm|Eq# z!=YBqDs|vuVP#2q`SZ7L4_eP*E{PFdP%bqz1X49|G4v>o9M&p;&71$GjHR){!+yI} zcU6n=Jy{w0b-zPrpQ&s~!8DOi8nkb(eaCnbKw8*95N$Ac9TNpr{gsg#LI!3rFs#>} z<~faNMm5Mr!BZ!!t?Aj=*r;56qPhSLN>lR%Rqxl(Cc1t-2b>e!--1jJn3w5Qc(`ZW zK>X6pu`Ubi*Nt9VoUWc8>z`Alj{jnJElA*Pe0M^V!;CinJzv1o4{iW&8|BL3v(ATQ z3C>+G#6Ut2$&3Is=pHaWfj*?|=VWwDy*jkxlP?eLd6tjb;8s)SmlS_#$?4jpo=864 ztb*FtpM<_u&gvVn(Vg+D4)~A8OQBp2_Hie3Bz{NLH->U zTQJXdI2{+$0{%4nnl+M{5rnu8>Wx4jkS5e3e?Hr$@!5bw{35`UoJghPDCI~-5)SF9}raX}r5gQG|JU7m=X4q3(2c+8}t;FUACzdsze_u}bQ;TtVx6gAc zM^q)1I;Rx|Xz|C7YiO@5J5HWFNo|s6L6;=MNJ~F5GQ{YtmG6+QZVk8&)R?LN_9gAe z-6SN}Dd(WCMaOH}QZgg=>txjy{bI4DFdJrufEmmfgW1n@0m!wxXwIf?$K1Pces2l+nSw$;3P9OqPt7IbCq_% zevyF}lIMFRyy?K)&bq8csl)-1Y5+N0-nBq0 z_ka9K7}0rfZnpHpS|HBnm*!_@pV!wjLMc{@|IF$&_SD1XV3bbsk7&1uj zx(5WJ&9Sd<_#$s9TyH{QLR54@w{?4O1Q7MPcV%)#x zP6wOaF)u=-uE_@{(*Vbg)ZBD|v9a9PadZ}p<3js)>YnG5l)bi{{i@kfhG7GvN-j8q z|NqAwEjeR(DyuYGjdfJUalL0> z{`c}CD6EA=kyYSz13+BQKRiCR5}iB-oh;PAb)_;8Jk-Ebp*G}}hLcRf`tGyaPF{`txT&}=MMzA`GW&Qf~iSqxOt()_#|AUUkDXhwKY-!_72Mbfu_e4LZ12h9eK-8IO;*D4{P4M{&&fiUiM};k5g|K?Tq`%lgYqPGu(1f*}?5 zP4@&Ga*wM<=!=Sp5tCFv>ZXn7{^jm8q|FQ9huJ6I258s3+?{$*-CSz5N&aMl72is- zE1gdPl1qHa;BO4h7OXl36eRBwu4^CX%~7(9{^|7Btn^KlIc;e{mo8Aqn{eRnrXAyb zaqc)K;s$Bj3?BD}T07Q_F){IXGQIl<4w}&TU{eH=Rk}bG22(I!xdK)XOXK;oX9?&r z2GxSx|6KY^>+zqJB7`2i$#ek}c9)@Gx_{{IRxyIB=5L}!yPJK(!`be>5Za0x z=ch%!j(f6oU4N}{N0|gIJ`63P188}6BBuwCeeuk4kgzQ~CTGN^>OwXanS|s0*qu>O zV(g?(s@DT3@TIr+!V-Epw)>b8?g0VC(n@roDvFl+wNT%=qd9r9YQ0w29*7eryPs#2 zuOj;s!%Hy}tbX~DNa0(32nuU^sPhrN=9T;y>=3s`moL!A!^3k6)?<H3CCfXtV3*v7OsBxND=5G{fp5r9`%BuE#h3;p1is}w7_AjK)AT^vbJ)hCNM}0 zU9XN~rgu+kWrvc2f`a9W9eBPV1r)WA?(HJBmPGESzEjUSLQb{i2MSsf%w#fXYG$UN zyl06>X++boMti}mk`ov6222B1M=$EAJIkG(uh0T5y?lw@qd)Jq78t}Izn7TPPH$56 zLO6&*FZT=Cw{@{l0W`+!%pvObyTSiTF_e&jK|+=*R#k(avO0kl-?}^kp{rQ|(1Nq=Ij&CO zf;sfL+!(mi=t}u)|2~(hKgriV2b&1)-zgm!pT2}J*p>p`GHFQCE(1zU#gJE^4}c9R&7+Ag z!@mqC-WnPj`W(GW;ahlHa)X$pe$M5mc?hIaiSj4GOapKd+#evS!`ZD|lI{NX;qw#S zr}k)03d2YNdVZ6^fj2M*lD1%egBuc9R8;gf0bDc|mE88{&owBCY{cXPToqa={F~;s z(lB{b+TuEb!1FQYUzs*>;t$*zE`+n_XnkuQ;U8C*5ujUvzo zmM{t=by+GNOe3w>I-*Z;5E|HNUCY|xmsVx??DtDDvrFjQt9#G0Yb2z9F^!utP`QSeQ{_g3m)@Z_twQvMC2?+5AzMeAo zE!pN3q<6&4-%Wej_jh;BC+@^>|QzV{5 za1|PAC7Xp8V+~B#WDrg)!9RcH9NpCW>Gw-Q?*5<#)0fGlyXKe7(bYFRLTk$qt2xyDDTXFW%ef^&rw$RJ0{0-?s59wyCx89ee!Yma}6FGw@$1z0T>h(UBiTR8qOxJ~Nb5Zg!! z?e=BF0|e8Md$}O+UAFb z5|h6^^OFA^67&fd7dFhEF+gW|70MJ4gwTU1=<<$bp!B7A*39oQso?HPG13-f#BZ}) zN>~7nnFxTG^K+lCe6|UQua0Z4XgX};MU|CJ?WukRL)EmZ>OIMD=x0g)0T5Rl9&(X) z5NAa=f5UV1<%#;Hw1dtnns+CPLR&NwHrTz}(U{WoL&WfyIRI{Lz`le@Ur!X zT}4!UIXOKUT!g#m=z_aTgEe;3pK%=W46gDNlZ(3|z6sP1F7UJ!I?LQyu)*rGfkTPv zRiNplG3Y2m%IyV<=pQ-l6tzQ0T_b(sv#55oiCy@CC|U8N8R^ZtF|V3ZjdKc9tvbI{ zMByzVB{VRBwDk^R$c_mHO@3fzWL{ga5%M+oJX~@R4?&$G0&MO}DY;OJw6g46VdU+> z(eXAfYH^`~=Hu61UEMu@3RVd8p)J%aJ8MU<3$Y~V5pm;eD5S;#o(y{^NSL`u(LjVR z(8&kcko-4LM|&%I?|+CbbGDE?ehlKz@na7}o(gXkIY{w***1T|#)?XPe*qq-AeQU` zycrnSIN3Y^ofJvwsCmR7P7H)ODWQI0c}NX4=u!R!J!aH?9DkQz-4W3=7d|@3_OJaA za=dk^&^a!K$iC<9hg*(cy`sGnMIpMo`nE)6FV294nT*`s5Hl=?&IwwsO%cnNFDGcq z|NZAnuy^-;rt#_n334FG1ggn`HO}#8keNE!76DXjb^Bf3iLdRa>0%y*b%dh9!O_zB zW4?&Lq=C7F4TW$tey$3{q78?&cXymJdGvA_2`TZkki!2Kod{%8wJ^-l#{vmd@qGA? zJPBUYU$kCmJ^er~;04`N{v4k!Z!KksQ-3G$Mpp7J?uH`zClqG4-MTnNi|{f|U{P(*C-}}(C*llc@3h94>=3|QDw2*x@EG!rs?Pw1`;NJr{i7C<_N=}trZ8-k%sns06 ze=fQB_GfGsY9L0fjVDo?hz)D-4GVorQ>g;%&BdI84__wd&;rK@(2zL<1SI6hSPg`` zn_0I(U?v+hlX3v+VNjLjO2o6c&r?aHFfpd5VTKx@=|B7M;RvM@)e$&C%SB32B@Zcw z@zFW2X-M|`b(8$!ibW5xT1TNh@z5alOCK{MN{S^ITxd4lOjvwF%3qjhj?Td(AsKtA zm7Ks6?HwN8DpmzP=67s6uk|!A;3P{j#mM89Ri!18OGf!NOsD|w$s}z$B!t(!SNkNK z9L&4R)*U~V-gu_hjzzPIhLhkA8vjq zG#-~DBBq)y=yOzLvxqq=#8|CdX>)z@L+2mkN`8lNVy!3ExT^jBJJMOY9T@v25*8SA z2C_?~^|AAfs#@xVcr2I}XKJZ&Mz#c9q2WYY z&XVy5*h~z7wKtNE!<+`!1eJkhj@mEV9sjbI-a|w0Cd0=ch91E(Xl*77&qtqyfaSxc z3_2}8by8%thSkfaOOYC7u!uMUq;*HCV-q28`X?&67beM%T7bZ%f&H~>oh%x=yM<8x zy;o9zxjICBwCf`)O?{tH)!-k4zU4SCS_K7-eM{Qa$WAul{wLzHvIS)9AKafY`J?;D zQ%2=1_k)(s8;QKAWdNi_U{K*>C{TM*QP)iP`T7G;q+;>V(282H65q7C2w@5}CdvxaUg{ZX z^QYRb6nbEr{SC4EM&fDYo_r5MD6;nEnMh40NfRlO-Zz(Kkokk`P?ViUAk=~oU%pmD zUA<+_!0fL7{M50St!5^62h`P$e~On)mWf8bM$6HQ77xgPE;q&|9MK2^#&^|I zv|W#<0xeySC4QcjRaI5aUHCD1Py~voyuPEj8aUbu>?J>O`t(*Y0!GWy;F%~r)KlO} zO9K0kRX*w9z=Y~h#0zApp)$@w!=T@}TlGwdY&u2-ZU^*O(%!-s2PW;z(#??iu#lyz z&RzJs?7X}g({svRtZF`B3WIWuxXkI(4&@S90q{i2V`l*>RxP{m zsQBd)MMIkqRM~Rw_VzyP!i=7|34a4thj*B8zYMJjB^d@KD{s0uIzB4c2m&?cwsP94 zr2N}X>!(=N9~!2DgG=D*&d$zY8xV80nOXE3+IOrt*>+ytTYKnl_P3JBa<+xBzf4W^ z2bnv95?~B<4xlOcQc&pA_rkvybD|ZP6gWlBp&hXXS3Tby{4LL^AF)f6@Rd^U(8i=T zKoGyRl$<+kff6YcO!h>1p7S&M#SXaEn=5>L1*_wBCylUka0VaVS4+G(Jtwy5d4e`N z^bsGDha!_qfsh#GJQqmkhC5$?*t!&*8^aI0pey;iXsNIG3@leLjL;~4TiU9}7yrF` zyw?eGvB0(aY1O!-G#0mc2{M_XyWRQTUgGIp$iDhMbTta}K_o>)yQFG~nP(M{ zV??3#(fA%l@URaEat`;v%#)B3pxhcrT!r`0!A`3a8mSmQy6oe2Xix|uBaM-KU}A!Y zAl)8tj`;eWm*aT&gBH^}G9rE4<9o9R#B0Yu1+l1nfw&I!80^=6)6r2|3!pGYBxmsp zQUAQQOIwab1d_Ta%KsDb!n=I~%gcSr96^e?SiU65^v{akCL#N<+YoIKq-1b4aI7gz z1pD9)eIpC~>J62N!F{FW<<@`#wc%oHF`nU zW_UF5H%l>1-!Xr}`J^Rm9)5|!~paf@M0xmyNrX0qcDfD zjK`rq@UeI$4jgBjhAyoB_Dq)Ry_xe}CH^6~0uE)MBN;sYK&E8?(1S1{U{bY6Mlnmg z9h^zU*wQ(N~R8m&3M8g{cQZQ z%Rqf?<_kb?(pJt+&@Lxh8u80RM+ljrF69ouDoE`%iFtrV1>N0KXEX0rk?$}6Z+V$~ zSfzi<@gt|0^CrF+9>sOZhX~?wI z-yS1lx#$1$sc5JAU{@f}H`JxxyAO?{HMaNUyCYZa4PsbHe(ayn|2%yMT;4E+EF~-p zQh3R}g)49{z9eQrezQE=PrhbP0$}bV=O9|O*4*Scvws#KsT81p@YwC`b=dj{FsFXo zvyh-1x34dlh<_Vm$7RecVSx1I`}Zpt$o8QsHkMFD+f6()pyJhkd{nCc&23)Xk9tU3 z$w3zO|FeYPU68#lo0mfviiPV4twg~v!qVD$z1T-+HvvesLLOnY6mOxS zPdyVyEP*nS`;i)!V(<_;kR12ZSft3v%*>fUdL6v*4yiGG_YlyUm|tNJ9~e&L5#bAZ zHxcpB^Di~kyw}3QG(pjMhwVF=<`n`+#V_%)*@c9zgK%zz-tU2Vg_2f;kW~K(NxuR7 z6&})Wr>KWCW5Fn4`9YIJ#5M2`1@o4X%zg2nw8#_+%>W5~BdTB<+e#6F4zwe+B?SfB z{b#=Mio~O$3dFd;IT7^fHov&3Uyv?&o}G`WEorG=cJLPiBdImQJ`zeSwg_1(!}tK@ z5POmZjFH{uyGgwn`RfMAM}hD{athmo4h|dtM!XQNZ4m1IECm8hl`7>}+*Lk#>Qp!! zno_Zndz*s73OeoRWuPccj`XM=9>kXwKtmB^GC%Sm8t(|(SUAb-2mgE60!VlbU&Q1=Ls0aLEeq@7V@&#RViQ5n-go%g!jL9BdNwYG!)P?w?BgQ)F?;pc+{#lUih*3V6FRyRgnx)jpbNAAPKB?|MC;C@g5`9Y$O&AJWO z5&%^plaVbGkL$*W;a17j5aRkPMZGu?fT69P(f#sBAVejQ%HBxBA`6Cb;$YKOFYT-f zuo$6|d6U(G3g2Q_&9pd!D51Sra%MChUme?g=K2TGq}O6tK}03WCtX}3a9GLs;FUF^ zYW^|plZKTD3pjt_kfIPfIeYYS<7O;(`S|%$04Tt6h!2{%C3M&WQ?sg4417)};>PGs zxmjCMROFs8yCy&it}#D;5R&dWTin+}+H8y5Gk^KHbl*JQvc-3C^?u2h(x&Wy#J&y< zJ)C;9h`nD{pdr;vK<$4Oc?D5VTl*QI*!25&dZv{fp1(m_P_%>8_C$Nl)-}HOQ7~^3 zUS$fg9z2qC?0#iPPikmrZ{EfB|uOL^4#87gm;=!xj-HLwkhVV4P z7Y@8b+oz6>6iC5MEN&l}Sdt7n>Z^!82=dWv#Z7O(Lv=xgeC67;7QP(N785@6`en7Z zx4W6G?Z`IUMWyH-yqh`BtyZzb+r$is{@tTOKRD(LsGXK)0OQVHvCnTf-AIZ;ohzfC>tf$HH zQMZeoL(AY5{lg2Vw(746d0S)x28^lj?G$i#vWzOS6B0JK{h1Y?20kZ#yf`ybs09KA zklk&lPj8IKk&sfH!Y+q|R5v#6^Yq7!YtA?%+);+^k*Sn1lZG?sjJra6a%bn+rNnRi zj}Lk~aTe<1gRQ~1^@A;evYVgqp5t~K6`s{ zZ~~{2vh>7>kzs#h9BM?#YNSab*sK^t0*x|4d}iI8Q~0si<=zh6bWSu)2mKe&JV@SV zqXTEQ4l|}3cZuhS?zgzbfP3h%{MxFJWO9BWX;;1uTtfc^v-doE6-+|$35T>#o;a}% z0U9&Cp&=&VjUvPo&+jUxUMYZ7sN+Znp>>&u$R{0pi|8A2$M_fw8qn8~8P*m-Eh%x|B*@d#8RnR;#SU<;Xvm5&{YF{p-WCg2JX9l`(1Ac>2P@qV-V05b zmyE(JwReUfD&Bgoy4bi?!y}8E98ByeIrtfHW1nY8zrN5k%WiY}boLaCtQPRR$3VB( zq&f{9H8OJLpLx7+3M`n`V7Cd`FmQqtZ`q=Ah(AQ2-Jui^u;_NGYr05OBk1hNsIa!~ zmDNee106($z0Gsm`bRgmU&2UTDysy9hFy?I|>lf6(XX7dalm z+CVxeff(Kpu!x*50(aVVp@}(*;eO7iOE*b>3H-$OQq1LjFKcV>!${9bN=mB0bOB+3 zIOrnx(_y^05q^lH9V7R`JF^N9q$bkb;TnS957Zi(vYJ^YcsU%}DzuF51*H7n!VAs} z5+4->x|ftft|Wp?9K+ov3ok%cY*|-Tu&@sZ5)RFSV>wB0%g{_&V^$7plZXpSv)a*V ztTR2trJ;Z9+{Gp&{p|ia(42<+&D`7yVUfi=gN{fYm3Q=rA*nwQ|EG_ru0XA6f(9oP zC#0bbbX0cYzSqMZhzfeiVwLBD&il{oaQSi|!_9_I7{$e=SX}>@b)1)mUZDA|baeXM z1TIc6?%zGEB7_!Jj@q2~3E>$r`1s8B*WpbL`FG(P7ghduvZ=~P0gcdcv9pqi2K;jP`+0fP(ZAY96`TBefeJ{Hd_aX+UB5*8sfW{K5VTaI3)B zuJOTShn4sV;qmvOc_72vQNj`V>)ZM0`}P^=sI5~85CA>(nLbGIu^E_y1C8%= zmj@mh_LFTj<-@a4M}ez)&l*4V8W_MK*zcACM)Z*X0mMTCDZ_xPfGVJ+*DXF6Ery-n zQw80#trvZKuT5NR>8l++LYVYFmbu=3dUwhkFTCh`pT}+c<;+~q&~e*Pkb176Z?%TG zrxJy@gJWRxyt-P=LTV!m8(SUV*D(wnGX(A`d&!o0j9h=}HRA&x4DszG!a_@|KHi6! z_j)lg&EKJu$i3-Q>qayrFw`*~zo>yUOfDgpwE0|t4>C^X1_=pf;#-L4PB1p`)-#l> zH%Sqo0MPBqW)Tu7pXSbYEEIf;-0Bi^`YTii;b$?rG_-$5X(YM7aa;e$4h?kpYY3c> z=#f(g15b?RjH>)Ax+kP0CCTv&AHzBdQbPhQY4#y-gP$U~9#p%q7h+yji@3C@NLxx4 zt{@Zi*TFVS4SbpH?*4ju>{tVy;QKNoD@zJNW%P)LE-Ixq@K0X%mw!6>`ql+VL#^>z z>~XQn%+YvQ-khCyQn*j|iiU5@oK@h}5P8Fm_wUXx$XMp6&dOg1a9mt^Z~u+#Z3V@% zKc^8jGl%vCJV}pBJE#s4P}m#E6utW{3cc;4Pa?&p?7jhOWkFVcf#vI&1*cJQ6O938 zk@LnQ(sl4}V&Re8Q*iQ)+yFv<2sW*!BHnwy!68hQt_uljI$>)YLIz=A!NKH(KDLv0 z8uUDv=|WP!KXGwx#udej+{_~ZIF1o-lecf*T6|DI#92uiAyn%I;VQ@v;FQ$ij}y6T z$Mm+wQxWGY1N@H?yY1hHC{pETB6FPO<%EhxLs#9Jvp(bZWqaibFX--JcKDu8VMl>x z>4^W_PjW-cD*HW-dyB#20A|-EQ_})sFY8im=FdN9^Rp>4FZVH>l{VoT0bQA((ufh? zGX-H)4|USLX^ljn^4CzcSz~zq5I&<9(OlyeEVotSJ%mf5ExDkzupg=JfIk3LbJGfM z`8S^cR;=H)ZQINYn%o$N322u?z>N?E!bk_S^g2%8_j!rc_+oc3r$$v0nf#445UJOx zLP^hJctQiWD&h`oeifPA5l@pE*QcoczZ0I&ORmF}Q6^;@o z{^+mPOX%3(!-G~^-4%_|z}v(v#}O|SMLu&c2?U7_E~oOfXlu7fk{Q@;VPv+$utq}b z%t(haP#yoMXqdwb032{R@fj}+pIhfR{gF@+lwU1^J#n&m4h09nyq@FtEun+wNIS+{ zV5!HP6vn--z$l0t(V~U#7>xDuZLa1@|Gd{zRhw1y5o`v~T#8o>sbwb|AsFD}EYE~e zc*w5?2OTEHzwIMRduQthZ0OIcQDlyx1~Vjlwp*A1ooq_Vnx;l-WztVW-(HQLm{gt^ zdWitvfH1Db1RN-0u1t@%yrFQ0xP&ATS}hrvc&Ms)PilKe;YRHSl-2sTXC8_YD`2-Z z=PY`vE@kkps&6CA$bqG7>H9Z}jk0zx@4}q{sWpD187nE0Yy;r)o$6d5R5B4U(5C#c zSV~hZ!+V>o%<7vKKp3DAA+jJP3ZaIfoj@JL?EMDB#5$CC??CenFGXv1FJN&&+@kWS zIqhYgd7LW!KI^ywtQ9x_@wS!u1;LUZJs$@SkihU-_Y-Di0Co611Sz(rb7MrUCy>m}?#1%a zIlOpcTd3qj<|$S$7)3sBDuT};C6OXZzLEI6XI=HNGw06LAOT^*6^weGI4NRi2|6ny zAdYpjB0p~c%%gc}5xF&tLw4^%y_&xRA_$v$cDPD7zLv)j{QFwlh=U7P!S}YMJUTDP zl-{sS_*jzJuIss9eExAo^j8EyMxd#98Jo^9XL(-QbKmiG*Nh##?)y_AglOLQq`3If z-Mhlbh4%`E0bApO#kG~wS6+f29^T-W{{FNv<9-yxf3P%|u(>M;@~;2)Z0{a6Si4=o zM6kb|Jj4VPS%H|9+J}+e3rl2cR%u?JWltJVT)LS%yM+-#Z_v8}9)8dPTR)acC|0+1 zb|iqaxZP%x0!5)UJy#XjmKuaVUfp;06lLjq;jdfdssIt7jNm7cvEc2858NnrgG)>O zM=G~iR4Nnl7QmgXcqx-YTEa_bdm@2?qu~M(_F~|f5z&dbh7xeLOg++?HDi(IEY(W9|ZGSN~x#U~=WVyni>2lhOWhpbniVm=f z4aL{b4>#7jVh|lqMyWWk(Qr^5zf(t-{Z#B-{BkL*=HVWkMxBG#$8L#>G}VdTEp$cF zwLK-oZwXXK$FRRr4AZNT5081tf^_-qS-Zpt!Xrr??tEJZxLM;8>jjgnwp&i`QkTQ*PfT+5 z)l9(XK(Bj8*&{R46E;>Q+n4{mc5DxY|1(6=*?RX&%99OlTdSM*5PzK@dsVA+t+A>;AUwwUBbCYs4EEx20qLi zHx7O3`?GJu3oVfob(|e#kj1B-`Jkol-TYGdiOM5)kG)PgQsN(S>7B2|5X(u{ZtBn9 zAXpd_u3-#0T8TY88YGkhzC61C?>yLYA|8X^F_na*>JA*yf^rADrn|vayP{3wS$tzh zUG304Oq>ePHES9D&Z=-?7hJ$lkl61IXJd;@%k!G8s*aOuLI;McpeV7$;y-jEnCTi) zQv9|gZyNmF_vZPYlo^Rwi8ooS;M`1a1?6g8+GX^a*bB1p$RP~u>yVg2`f=LyKT*e$ zF&bffGE0e7EgypLPKbWiNh&}m-nnb;va?ydOLb*n=z;dF;(~`JUEj00h;tPx= za2{5Mk0Ek_Agr!^pXxrf`@POpB?`nvdhq?BcICDk$S$IK!-?s0M$peF75(Q~iC_a_ zNP58leh)a2nUQno7OcTbgdGwi$$K`W8dj#AEOs=2WUx!PRgQnhMtf0Z-viEHBWq!* z8iFYwJkN*!Y}x@~*RYP-aLm^(IX<~VwH<9;LOQp!^uQCMF=x29@AhHbi zO+xG>zMkdUDSOE720ek{^*Y#taV7NHHY0#r?*sq z+4|T&{C~ZdV%}e%_OlQH^cjka#J9o|r?5+V^n-N!Po#SKI z**+o2X_ZQ)NlYp-E45v4%}Dvv?YbIM>lN!)9}XG_Ko>?9&pLO3zcGeACbV^ymuTwN zmU5@hJRl1lv>oA=KcRUdGO~h+vPCjotgz;;yo|R!BYB6yY$kUnj z&0gfcsfsZLHa87rdXZ%#2NGLQ_ZM6Qtw=%N@LQFrFclM|1%B@15#1T zleSKQ*B3TyxNrU%TUMS;CGO)`_!^})OE5WR&?&ED<=d+^DT~TA@T2DFK4faT2EED> z(6anW5{^`yJ3h(B5_(TqjdgDaOg*d4=)0b69F@Zj%4H)FGjP~a6vd|m+}p9-UK6o z3{-%9+BE-6`*X|9timFz9OgXh>D?w5-F%~Z+q0{B|B}zKLZvL@kv+F}2|@5tl!r{> z3S2+|{1x~8VJ)CfMldU=v}?t+)HIVHh5FwTr7~S0Q6Zr_xV6nveLU7Hb;AqI#pNk9aAX1hU;M)AJh!|CA|2K^H@Uw0D?2=|Jj#urP-&ls7M}E1*n(n>Qye{vLsJw6w}bc+k*qfUYBWlDIoSxIHV?zlT-?Hka4}9dq0H7Lg zn>tL6xj{QDf;-*5vmebiedvA~Y$1r!*l%VXeGFV=BXxUggZ!eJk?<#9&v{mOfjJW2 zrJcn?cGR__l{c|>LfL5>XP<#EBh_lcC{NvUfy7M+V-n>tui}%j3Xa@GhrWTCx+4!| zN(~r4v~Te5xQ2#eX1BQT=}D)k^FY zkpeO{WRCO7(;fqHzJdD%jIH;_M`wr352wWAu(8BB z&mjFr>K$4*HpUR9j<}d)xdLJ$K8wx1$WR3Gu?xosq32;Vd)B=1%*S)oDJi)4mhlR*B+}MPa*~yqR*Z!SoM-K%kz0SujCW}-|VeG*csx1-IAwv7n z3DEejoLfpwJGL;i*C(8&!ng9y?d;@OCIrAR1lD(Y#o6dk7cd5NRt$?uA zM}JiVOcY(CkWdfVXm=F5n6uh?fc063Z-O>{{yFtwwUP^|p zAad9*;MliL)p;h7{R)&__|!P4V=24h(iL;`M(?rVJQ0Vc+`PPZd{wZY1VX(@IRHkf z4@`<4(W0X^Yjejyk=@UY5h{y+L=ubv}VIHs2lVjR}HaFYVy)vy2@+ z8#V1U5?-%S#IOzltFC8<(^|{Zga8COLO~xDLc3vUYnx6LD^P_$Sv*xoF+1uV9L%7` zLlTv{NlW{W;bqG~Tw@_y#1r1XpBSrRaLe@OE@V@uJ4-~sZ>BKbGBIKKwLwa2<9+d- z)J>oE_gn+PUCq|{BB(g@4BfK$YxR++YzU&vODN68t^_(>`3Knr%`fL39Xm$D_qS zo#w(!AioGugU)zrm8X%D&FUK?i>}X7~Z9-2^YnzNH@0q z7nKou3MKJ>(5lN3s4i4>;g5!=KXQzW=je%!GH7F0A_;J{kgZ-s;4Cr%j%~~hDpgTD z^dTv5EGolL77(3-{ZUWPotSvrP&Du60CmtDCmRX|;u)x(yo9G-e^(WhPV}?vD8K@* zBjSGFNBdhWvLM2FGp1I8bi#ygD&HNdw;B@8MZGXK#x^(mao0_oHW6zE%ot^~E5pNA zf|3E^9g;a{(2aC!QE$JCqe)U6++n~jY5o*z<-i?)YEFL7e-A^d7}Z}i)-g0eiQVuT zMHh(lp{NTiVdzeLZ2^EgHVYvvU4j8z19iy-S`(V^XE)8FNL$0oN)(>wVm^_n6%~G$ zOr^x(H03;A=ik&_@~2!OwWn%_CkEk~@kh|njD4x5XXV>QClTB5Wd_PdGNT4P;%yl$ zImxP<8n)91b)v<9J~IGF*g*(_`bTM%&wc=~K?_T=-Vn26cv5$i85f)sLH1(!E?z`s zH&$$cKbNPQBilk!C-;(FH`nc!sQFTX!qIjIJ_-So|C0t5W)d&>jxspsSc1mD@STy^ z^%BYpfO3AI?2V&M$H~{_rC~Ty7H?Mu@XTAy|n)|9ed;d^Tl9K$A~AdOA83XCl8N_>!uFD(%TvqNN~F zyquR;IMx$ydE$hOBSO~S+OuIYNk|CB*3Qmh7-xZp$oJrJfJ&(+yJeFc?~(mk&IFhH z_rbH1UTSZl2qmS7r60+Ht!{r^^Nbv_sI3qd(NGyOj6g7E z9B`rmX|3?wK|0_n8SU(8nHzwDZB#J68lHPZ>Z;7)R=>0@E@>KYg zP*P_I?7|5w!=v?z;g@XkdelRi|79Ju#(M%SGF)vOtxJ?@fPY7sS`dTC?%n1iWNReZ zyU|9l&pynFsf4eFAGAhIO@MZ>g6ZD zv$5|78d*cF+DoVKHpN+#Fv|nj6AB_GRvB^QO>rkVI5~x)gMHQ3h1D1Mp*$@bh#K#( z-ZUH=o0_3?!zWUm4jLZ)`wBpvdjX8&XPx^7LP%)H-3{bCzrL$#QB36`VW<=QJNhQ^ zc^KBXRa*iO2JMUEAF_KnKN8U=83cttz$u_%UQV~i$cXR$!9>T%If4YhWsJsa9{qBm zdjh+&z-M5FEF!!VJSc&m0T^1OW?rQBmHa=^SW)dm6+sTiPBq3i#7_sY2iOmoat2(E?d zU}p3$zfe;9L-%ZK4Q1Ja$j|}%aN)3U`KD#WC*mwt0|ZTeff580=vTxw_bVnd-c7{B zVR2zvHEVGfQBjf!0JVAi7tL75iSI&Hp)lr`1mcBSCIAR~x^VDlK_#d(`jDTG`!>X7?l}e0&?kKtIYO{ePxEDyR zeC>_s=uzP0>v1==;m@Fdlq!i$Wz7XgiBKddo#4{hu&tUi!Ssa4c%99Fl(!b~=81pw z*!n@qJYQ{>(KlWndpT0e*jQWN7+6wGteQMMOVs`ni64f`HWZS9`uF)l20~Ih%n}4# zVUKuA(e*y9B;%yMa{hKwS$A&y5@+GBhUgzMy$v%^A}%jJjZei!SN86R9dN7a{U-Hh zLfCNQ$p`PtEEwGIVq#QSK|$c&aul9q^MB=0;#)=vVI6@C+_E~#FhQ>F>9NozQ&i&l z(N;>xFwkt!eltyuPcI0;GuH6Q*G_zET!F^3cLv+*v_A@eAv|3?%HZjH;bJg?@evpGd&n*QPA&@MrBX<)coRP}egT&_>%yu@0}Iut9kFXCvDp{50zvbYkiR|LsIni^?e#kUO}tz6 z-CRq}3t0vDx@@PtadVSm=c~Auj)Z246`7WiSjNppOWsjksWQNPNI%$e11r#Bytgt| zH(ka90WHY%Jpmy3X&=7_jPq7yM!fbmA_p85B8dV;S$*4^TQc+^%-o#ahfJ`aCe8gR zmN&!dQ0|NZxokI}d1;e=4V_CE0uCS5Y`_wu`h0h?zYdeHkVzt&qHdMz1nnEE=s^zn zk6Lg>T|f?^N7>QJ_oT4!1(ra--Yj_F@}*1nXZ|~@OZ*3Osum;)c@?J^4*vJ+ZpO2k z%01(^$Y9{~dl~w2a@ou!j%FesYuP6XLKF>|{mPa)5IKsHN=Ge-xjqh5$RsH#!i5OT zi6l~u7eKANPf{yyQF=Tt5a6HHEe}EI!aQOLJ|ScXt;Y8-GsV7*tYg9g(drL1F?e{_ z;JO`it0l0nJmb8JPQrSj_aGqsLxdpd9oI`dGEuJwO_DkqML=U4ggeZr;(1$wpnV3{ zf*y4^1Oi0w0=!lPu<`~XKNByYwnR}&fH-9u=Rzr@tkQ{kfk z*|hj^1&rvxA35TwI+QNELk<2q@4WvW<$5d?;36VyRDUNL?H4K;_#a0}pJGEFKo|HYI9S>rb2-rl zBTN@x;Mk2$4jq=WZ>GZmxpd=3t6f!7obPF!%`liM*2-E?{XMKC`DoIG{*Q`A#u9Of z^C_u(>)N}roGh(8vP+8}m!Hq<%9AMD$RM$iC-p?o^7fE*UE3!XdbgA>@ZDN6aEE_# z!8GpUmcf~%iB3x8tm}Yplb4Vp2H8PNmox7Xjk0kP!Uzt#zjieaViOb2n09)Na%g<3 zs%oCibQ8|sxfMHzE%-(+)#DBb(`)o0XhF5$L zGAmq{|D>x6qFPNU}tgByRH9te1_@!{- zGP8u3o#$HwYKn%O71|Q(o*yG7R=4+Y=8YeMHO;SO>lA*j7JZH?$;xfnuxI8TU8^-0 zbJl1~39XLIIP-9gEjp~!pH2h`%T6C2O5{WT*=P02(rJH(rtRvrtqgZ^ zF?-z{um5%~6V61qp?iU}10;9{=U(U>mG*snb?wgF4AbUa0saVsv$<#Sdeba%{>V}q z;s}d7V?VjsyHEM3ebslP`|>(@`a4yg#5Fka-@0}0+s`V?1nEH^sh`3}dFyL=>wPYN z6xkrNif(jBhwkm`k<0nv{ueaL)wXSuX*|0Xzq&=pefJZafkukm&gr^6^+)8`Sl>v# z^Q}GjT~OemyIIrbwfU3H&%v&e!5zWch_tn#5fOD5BZ51)y!xhO!_eKkdij3`aT-fk zEBps!t0ftcj1&rZw0zi53YJMQuJ^SBkrRu|Vp{(_$b9_CJxnWsp<_z%&l2;_ol{*h zA*PoyV0-xWgSAvTzLcn0RF1u|p>tn0I{LmX%9EX9M%O_V3-~DaX8<=A*(B)11X=@! z)q*Q<4Fu%i*@Egq?AIWmp?fH)2xCrsqN>z~KWFakqs%S+dMq29o^XgnojX^`x-c8F z7|-SIc=6&lrz>}G!mhaKhunmgz{o4s{m@&lFRr8XYO->U?-|iB99G%^4Z%~-G4)6< z9J9i!)Wfn;5j(LkB90k`Ks{Rg_QJ-OTGatfoU!f<8wbw(P&x8gkmItc;-&hJLp?8= z6=c;uSZFzk;E8ZN+yWK|n-HVxjfDW6sY(5UMON)8!_2}=y)OgTd!iEVh-+U*g?SHT znW5{jK(ZYDQVq=b;%g-3G%06d4Dav^&$AhTR=S0N)B6V((1W5B|P%(vpP_JJWWobXzhdi zt-o6-tg6=iF<9TV!=*dZ?I#E!*gqe-j{2xssE=AvEUxigRX_mt#fo&@x^Q7hv2({# zKR@n6uf9co+Q)SyJDjt~ge75b?CgI#)+z4Z*mXAa;!C}32R11ppb=qJUmeUuW3Ly%mVwC3lr;kD#!d4yqtv(l_pI_;V6^mmOc?`D?d6q9qyB1? zTR~XVmbMFin&FsuUA?*fP;c}Zdj)Mu%1`D#p*SF0x3+l4l6^#F*#+D1(7+b zy`4BIHrxjU;5O2|7W&MgTKuJ8ghQ4Ex5eAL;>Ld5eA1v~W|S&E`Bz8tDdT<*)23&P zAIg}jR*)-b8-rXjU-L0U);8j?3cM3LVe`Ugsuim^`6^LEQZp+jAvOB`OC6BCL#CN!8=eha} z6PD~AHa_;?+^Lu|r#5&dz4rB*=cX$y(i*+CC6+SZ(IsRJF7Vs48@Sk^fDt8&d zE|_44$RcV3WKzOO4LpuY@U6W>nO-HhgB8xOJjy|mikm-5>c`w+51qaIQDSWYab4PR zUX;k>MGrhME8l_M2B!`c6jaBBlD4RA9^S!6^zKULFk!@MuhqCJ-l__~V z$bcMC_n|8~0V2O{-3#Y6bb))TQy;WA+-fNMb0wn0XH>fS95xg&uUciH;9Q)ScOfp0 zcL8hZ`S|!4cYs(CrAK|W1{!F0h)Z&exc=AjJ~Wl;;3h7+t12R*mQ_|0OGyrnzCHEn zM06c<_HaS7XNz}#(H0iE+^p{xMUPON6#4N*9BOD{?X+Kfbb{_Zsi7#+@UZ%!mv*=Jpqa zmy4!bj~O4UC_gQ!pB9D`VJkSlbl>N%pRTLp8w>P9k`6}+iM9K5uIzO@muheP`qa-a z?OwqRN+Ie~gSc|3ch^!+t+7~?Hp$e`vK|{PT?Ld082^LJEvBWbu9c6vd*XX=_7H9m zn(5&Zq>tu@iK!A%dy^2RXzg|4-fralL$nC zMo&G@mi2Ky6ms5DdL;ory{5Fs?Ym(7gUtEyZ!9>KqUw((IXO8aqoY$}OHm8Fr#2CPjiGS~hRUhQ6-&G;cWoKtk{>6vNfo0WNrL_F)GqGi5Bsr%1T895& z+FpZ)T!;u7KvKvQpRW1G=g4%5yXJ*)dBe6}ou%kb?y!rztC~<$R3wlmAxxefc+LNg zM1uxqYFJ(%O64=~B8A5K!>33iM!+_N1l6FVvDP^CJLUdm3&9oRF=F-KWU~gy@Z;AR zH#aiLu{?1i`ImU4cKU-352eZQ{YTnX!OQ@{I4-$E2s}uEmoXp&?zH=tCseMZXfV|V z$>*-3eQpo_X`XE(Pul(aWETPvx$gG+E9OYT6;>C~!vspg>9M;o+YRL*1yQcg0SYRH zX<}bHg@Z;F|6Je!+Z6^#C)+~wrsDJ^D7*dV$ncZ-Z*x6LY^bH9hCOlQp@Cc;AI4_R z4o4JA@>m)7Kq7{aJl>UuF%v0pOV0mFuva9g+6p$q9yjTqM!YZ0Os+(VyUGY#^yN)= zk6icjnp!r<%Vs-47W@=u8&<3mH>x(ar8F54CI{St^&DjeKgA z^LHpcEiD-t;L7#u2NigPg(GlEuSGwH(j48tzOkK66z{=``}TgwI_ekbBECgt+)ooM z*xJYV*kF~3HuWS)U)5YXSlOEFlIi^_6={?#&B&F+?NSGECgwUuBy8wp*_}`0fM-&V zkH0q=xZxkfUO&~Iy96jBhw^i1_5tl@AI;jg7{Be6^@cN|AI$$G)n0x!8E~5OD%S^} z{mtIi#Kpud!gQ-f`-D>ZfxHJRiy)b*oBXV)gv8j+~lk)Crt9Y*p|qlff4zt_YPM zq1}%vBLOh=?k9Y|JWw0btr4RxLl^vo-$s_-dwLj-;Eb_Ff3-G>_v`H&-Tz2TGo)|$ zLac6GgWS(B-@T331o6pN-2OkJzB?Z4|NWklA}Uf!DI_73QCShGWMzvKLP8?6kTNnV zN{FOEMwFCMMj0u>yJS|%N&N%-2B4KSaX7~=Z( z`>p9c`&yuL-GPzMsBjv4JBy`8q6*VffA&}wc<#=yIAbeoQ+7|R#8%;Ir)|_F&GvV` zk9tny<26qvi>&LIuH}@U^gbIHtm3aOSdmdY6KHu&+=7+fLaUKYoYgRQ6ec0cpoe0q z#x?aAOY?&Ha0Gh#!&95Q>RKkf3_T0i5{#1 z>QIxWGy6t%@m`xbjY`OMmXtVuBwt*~y9V{IxZfH{_rGQt$4}Y{_&+k7RSI`8Zo16BPnILg z17Nyh{MoR0LXm6(ZuV3-e9LJatNqQQA{ETm&DGY{E|pEYdUaXwr?VRj6-{3!Tzl<^ zpDp_Iv6#`Ei(cLBXDD z*7UUP1F5#35F;K;u>R2lxk_hnb)TrM0H*d%S17WuyY7Y6A zKVD?o17~Q+5O{^vg&NVQzWSpb92Kr`VijBc)SMlRsy{y>A#G0j$nkEYi$LHL7FEv?FSu7U5?-4wC>u_jF7)W ziY>>s&R!!wdYv_Nf!r24A){9`h40mR2qE9rhrROk3M(;E+ED|dT7j&??QdF2?E(b_ zWJ7T8HJJ02efTg|XxkO%xvOmOzKz{2vqyxyO!F4^FGdrdfeZNon=d&yIEs`G6nHu! zI&H%f8sI?806D%B6i-z%anB$P{2dH;S&n%t54NUy{+Cc@y_e_FVg<^-muQd9<<;xi>lMCua1P$-4>gu%8!D5awn>4-hkwU48E3y(SllB(E1| z4*`mp*gz#gPwjPC7wDuv5D2l@_>WW2z6cL(nO#7RazB4S04xte7!MZ zF*6kFW1W{(jhoi4U7LWg9dhyFV!Urr zwkt~aW4dVloyaG)I99a_lMD;}HfBr3|2zfUcGgHHkLsdxC}i)V-$g^{?@x9Q9hjZs za%5)I?X$@D3v1*vvmR=MaszLiEzBJ{FAd){#PecNf;1wJq2h>0yHIOOv50$OrZ)$` zvc(V)h&w+$@-eZ=K}9f0WZetb?pYeoyb`0wLqmF?lAt)h2z)y^ayu!pGPUEd)4t>? z#jRVn(ljM{5ia_TsQa?eTYZ@+WP7CHFT+__Qt;resmu~leJt1cW!l#f4#!NIjtMlL zxxndt(c@x}0MH-HPa8P_2PeMWqoJXyLZ?&o{Uo-pL$xp;X9Do;;Z4;~hmUr4cA7Ln zTDKaCARz`qh45Jz?uYcuB(SH$@UV>IY^S04dD|CzWY{|)+>tADmXx9*A9AvWmez%N zY3D{4y0-s#!5rfCXC>33)zi#dp8V%;`OwQs62bO312)RH0CGVatRc8+M|lfhM>fnh z-N{v^_7_3eq-hhTBaq^ks$7XfNw>3SI1*6jza~pn(DtGauG>oSlglm~Ds~Az-doii z&cXyX^OnUzug{>7!R2r(*931<9eXgoL~KyHjelmD=lq42UATP^L?=!&8oc~#ph8F* z12I^RZCY9yH9QEaQq4wIZSgSA1&MEL?f?-jzR|@e2HE0+RxcJka$P=kLh4-2cearE zXEXbWV;@>9-qFmxWZ!7Ots=iCcax+yZY+WGtc{~%TGk2J{>Y#F8Gq+AdsOCv8(AjN z;d5@bhP`LzopTc$k?$(1s|+3@9iO#9PS>hHW)t}yRE9gU9bQ6>=`A>JP!LPF2@Qh? z8T+;0KkB7CQwcIUu>CE!_AAdjZ~3r`7-fxSGYs(^X?c1eWYQ z;1l~b*Ff>-Q(NZ5*3iN>6u5t58P~k@}Hfb5LW0AD?-gAM?X8%_aN z51*!CVMvGWKaj;*cNApc?sjM<-%^@16A;@h({k+YOk4aF3QX?-sH(rtU2Jjv6BZ|f zwGDwu=t2Gc4|8HXZGiPfxx}}>&(LRSYn}1|j|3U7*d@(HG$c4~QHJo}7d9#nS74bvLr-sHoF)@+c z@kjy)ueK5p^cSL{cy8XF!K}cetSogT(AwwTCt>@IEu|P_7D}q* zPV^YBFy<~0p{Y^17(hKL9w9|V3wsy1&<)_~hF;UiB7Q)3-zvo|#jGR+#8&@m< z#UVd;+JS<{U&odqa_@K6U5Zrx9Pf>;lxNR7=CfFO*es30o3>ZsXPtvq;#}s6LsA&G zfFizbd>m6_$ZrX?@fsR&lnHHK1aiC&k;FQ6e0f&Xcm_l@l3_iBk*4PRP^iJ4LOm zh84;IhWPgItyx|7%N|#2Cfi21-s))jsoLme1Rs%}6`L1ibpWF;!y&5oy`|tGLOYO9 zwREC~IE5H|a!cRI{^s*2u)5>MQA&ow`Gj24K%qyJyW^Eqpx6(`s}SR_zOAZCd=W;6 zLa#Z%qzW@bu~mw*XU`_}Dgk+d(O%rPMIg>jYgHUs-=tC5?D7wIPl^M{`P$5K{D6UP z;Zgx<3#Emn3i9&S@1=$}3$!AgqvsSpe9K+8;BKskQL-&q!Y?0Ron>J}Yl$N(?P~Fr ziwpfW;i}R;Crr#cRy=s{;1S%SvDaOx{{y%&Oh092|9Ovh13nIA=c#6uxyWWaA!G1} zzYaw?q!j^>n~L${MFaqO6*oy2wpfL@M^cE4X4I!-llOwPYSwwn@Ee~HO%gTR;N+; z?}*xv;5mA`ctBe7!<#rNJ4(ydmf`@j!|#jf93G_&n6K+izJ&=hgPpr@gZ4Xg!$3os zm@%Y?ZuvD_5h7GQqE$9kJaqVQ2>#_l^JgEd{yNF|@js3gn{_&?8@i0&_3j^AbjqlA zZ?s;S&7uAO=pK#l*`j+n8VfEPDUM8ca4HvjYJT1}BaN9gn1kxs@27zBuOgUtZ3lkp z@!%Qe*+v&VZQ1iV%(m#fig~|h&JD_#E9o78wW#w|MR-}p$9HHijLChcepheMs(F)v zXb{?gsvKD5?K)}nbQt4Ga5U=5L<$0U!LR74?_4&9;9{4TbM=Xj7x%f~Tl>%)nR=>S zXTABaO^Z67{5@xTMEY=ac#BdFtHCdI4ZWdg-~!-C5t+NH#s0oWM5@jAa1e&F)BJIM z7{BG*|5&4*={nh6n>(S^`We*RgcZJNDbzGv+`oU#jez1QT{#uU*RhyfVSuc7^iOGM z985E~%L*nu$@2&}zMjwK&sMa!=dVP&QeK~$e)~Uh46Oqlj&(FLI}%#UmG{_wGjsw4 z(vi?>EsvD&SeQLqpl_2BrTTerX2C#p*A=&7ak&?FP>!2YDf9vSPaRbI&`=u zxBj#ZXF&4_bxy2v_c|f&i~0EqP=8Ig>@#8_ktURE`VA8BF)77xzH!rXKE5xoc!4eS z5?sTt?#q3izEwNu34ATocwsJUO~B(FDw4v`-oh7P&7Ws(y_r6ht@pOn9GmH3jadBm zK5WrG6rRkqnA}O2FUCce%I$e&`d9ziArGc)YToPQZsjcyIsJg;CO8ttaZuCO*KhuX zKAIg7Ai5j7C5H;v?E!Qf&-l8L7(AsGWrRHz%SXsJ+CX-tf;$Te1!PM+5XGknK3CpL z`S?8Wnfw_X6EKwMC*1kV+?(!kc=VZlvg$DmKe-1RW5wM!XjBij@v2Gg0w{lBtTln~4X^$N8bWHoY8$+|_8EbPA=`r7k@IO*#VW9gmr_rEP;Hba9H;xq zpZnp=&y%)snF5xd^D|LRfliLCkzFgA^nYy&EaE8Zoq2GUqR7XBN;S3K? zZ~MuyaN#aI0F2zMQ86JG7wsdNAgF6(Nxizv-B6)><-mHqkZ<|PDDQb?I+o@;0 z`pDFf$Td6!zKE8a}YwtqgU$Z_e7zVm=`#?~{t=rQd+%^u@#8xx^b(c1d_ z(mUt$(KPN0SSTF6YAgHt^^M-_a9muC`BDpKPoKqq2BS@J>V;ZfAYLZnpTFpw|C-#I z-gg5^Tjy@x7sv?NL)E~rKShLUZif!}5oCDa0i2YoPJ#xRvth%A=;M%F()=|BHU!ku z<0CYMMNLvAo2QR0Yf4`4tc39ru88s|m!bJ!YQ*^qJ*?LrR4H1jP+LqE5TJ&(AvxIh z11bn$zy-#=P)4!bYG%&-c=VJEN{qyj= z9Fa||H1)IFT;*jm7edceyh2-7>)fv=3WsG*uSxQ1 z&i`9W$Pwxhz*9!%lbEax|`6sc_L_EU-9?7i;v&pZvGHv=v# z(zHGZraGl4d}T9?M0v2UNv!W%2sOt;N|N(gdPnq{xXRZ)PFYcY6fCZ_)$u$S7G zNZdT-egF*%{yf^Em$<(&8DSSLRMpkJR2cj|a{gBwYg^LGiuT{%*$yk(FV^|fJDn8| z%>oCiuREyL9E;BmYdzNuATkc+A>(3WCKNfI3(Ed<&mTziV*?!lJz=x2>jV+ZDlDvF z?}GU#Hwe>je&QG}eH_Nb6nr8eXM_({!v-gMukTI#n`qk{9`SbC<~Z|t%TLmx^V3i8 zhwa%j`$}=%*7Q+=3tCQhw!&iyjUfbui@|QiI`%)^S`yeQkss)+jb7>{(9*iFwLar4 zw;LC~8+(6zqg*zR9E>A+MUIBY&%yd8&B-&^zGAWGFKJ85oWDLnL*;%D&lW?radpy2 zP}H=;jbA8rqTm|H2nXOwD^_%3HUyK6T!PUPty}ZL1v2-~``vtAdwuypuOboj34^Gh3tjRduKbN~Bp z^jLAlH_FNBOpZgoBwjP_8g}z0Km2>9`TUx1VTVm2IS7KST+c5HU;zJOPK$`}V)quKUw`tz;X4F;)t z{Agx&W;8b>oqEQWCwzESn(@Mivk#S}95G4mw5j>|;^Zew(3@%=6cTI@$|WQu-k~1M zxjhP@%+3N=!}dZ6K5!RkQHd?Be7c%rV!9cG^XFgdMaR_ zYuyqbL{u9dJM%{e>c_JumBmE3aglZ&^weObIZ&>M&79Eo;b0owANdwO9^&)I@|`lp zdZmK~K{o`8+42I>Mza@r;{V*c6c6qmdV9xWRjBhILXWh`fC2d` zRwn`~P0lEljI1Q*j%0667A#GIIMh*<*6m<&N-Hzpwqk*%@YNhEd=Kv90F?w`XG#hN z$mI1Ei!e#^Yx<;?1O|bykzx~yJ(H$uSP4QnK~d3B7x}4?Ruf>)_dOpR4l5U}f0X^d zdShX}&T!cpby+#Nmza#Rad1e@+AR26Rw|S4a?%G)HQDRm)}NcOz2=bjxjw*l1((;~ zq&v$II!_{W5_=9(B?#5dxy&s+_pvPzPOaqGB9BK5pl+6#nHk~~GZR_4p%CqznnGm~ z{P^+U$>O*zt`D;g0Xg6scUY6SdKc!XsP2czExD6K!BDmB(3|5kF~kNVAW|6`H^s%q zwxjn$56vxjeFA0P)QSJh6b~IJS@8Bu3TV}k_zMJ-j3QAfKX+q-B8!Qsva-_RjS&pd zss6&iq`0%KN|Ap}+-^->!)g8S6a-i9m951qP$mYO(O#h? zq)nB=Yu9$5u!c}3sID3E&UR!o(ftKEZ)I<=`j^V?TAy+}EGe#<0h6QRW5r;YWI3w6UvUqBr7mJrcUgD86LIZbY(eQG=bx+sxV_2yI`T*$Mxfp@)#G_+(m}#vu<`m90BXwY+ zyf({T8r6l+4FkuUORt_u&dj__-6y1ZB+96osBjo9 zk-xm8YD>T1VJW20D~raLC%g|&T@hJncldLjG|cO)50!UeO50b?lD5ve|9~mhym|BV z6~F!X!GUK8;xZ(jeQ&<|S_r-$n7U9I;rw1oGr3^c%$7j)<9#VZ$33?O%(T5PiM49L z-w`6Srm;S_@7%|Y8+RAq_QP&WEP@1Klyu&1Mg|}!qVCXeqj&kApQ`r<>-Ic<>XfZ5 z6j74)UYO^h<*wc_;CLV91cWBkdYf9f(6U7X6~5=WoR+o1KzaVPYu6GTeh&=jduMzA zia`-!ql^r5~>ov_!?qaGzn>G~%gwT#j~QQ>fuO~eDjU>UDM z<0#e&FGPuy+xPdx)UBhxSal=6_ug%~GX6;1ytl9upECxOe9lcYC^^Bz57&i2t3h?F zh<`4&pN=Az`@q#!6$XD(lD+mc!$02gret8*+ zqclJIT;wO=pUxorp{4cOxqL&yX((=pU4JRJTvo1n_SV^rt}jzW*0xt!6$^dqbXNPb z?0WYOVn3~`f|$|%oMSwSd!U`$QCe7h%-ISRIW5NkkXdB`HwcopF<3V9CR#B9p2oN! zlbNYu)o-OC+3^<;kHfcWa%A8h7C}#jqOn=Z=UtfksWj0a{*H!!dpccW( zMujhrGxr_6Adf4K#md0#3}Et}Y)gKL0PQsNq7HP3A8-HckZzHC>~>qJ!?1?%x|i&f zM|@d{D2Zsst*I-d!zflkb^^Q6;_g#l?kyz-swLg*qvEC_*gOXKEdS? zPF`MK5IY2>r8yQzqpC#`5t5hRJHN8XEbGJy<6b$PjON!{YTR5}jG;$l(TmOp0#8oY zV?(`>rl_I}Mi{h}(?_g@{n6hKldSD7yT@;{25F_s?f!#fr+o=x?cKESxNbO^JOGEnKAvva^Pv6v}V%Xxf@<9P6 zA|J^6PRV18{J(F^Tn17M)<4Y?B{(e|09vpMC@-w(Q~NcUn4nrhtxyIx^Na}qW3(S; zR%%_m>y0g>k3sZlJh76##A-tnE40ia*%lf->T`5bZr&JZL*H%Or^xy${zjU~446v{ zvAlMxkx1}y<_io8n#F`*5s33eE9V+k;-GpkI4jHuE1t&Z66KkMuP zw0bt(Z*Mv^LOnJI^_SKsjtx&yA-@D%;;|o^E}%?ykonUByt>E0MZdo+TgRQovuUzs zTPgcnr$*IcpJjfjC+4mAu3EH-6UwZ?mO*q5SrElU&1bxdSBR?^fO6VK|w)U6(~#3(G3G)lxQc2*J(?dtf&Iml9HJQ zn(gFHa(Tea=MKH$M(Wbx7n5$%2T}!N0Hrvt?Z)P*{bsF%D)m?aG$xlTcGzy5(7`tX zcSXX5B*T`x^9QYu1WnwHdGR?V#A0~b`&#>(mg-rlvq;(xz$g*mm{!F{Wi0#M@7d|P z6=6^e+_pNvuSJU&-}UrCV4#5IO&tk{jg-?lm9ZaOcSn@ovc0*xV3QosfWl) zBwrwd{klQav}9;NQCxXG@ST5>gPWKMyaR|EzgJ&T1zs1ld2hYdt)p#4VGw@`C@7fQ zyMTXlgMO1oEU`6m??EkHT~fGV|H@_HkG8In80voN^FuQrSYg_&iZe z{Ul#!(>PYlGZX!cxMI@8hi(yPlxW0xm03seC^1N)HF+9=s^??&I_P9`VyUJLDe48t zAEf=W=c>=Es=Gf2R0SKi=$qf*UOoGEV<*>&5z_%n7(bUH{}@1qlH7?gvo}LFhy-;E z?tLDU+t=4za;~i_4GavlDn4Nb1T~VgeLx3TP%0OkHgN(dgv#JDj@QL25)5ZOxG1D5 z`62|skx-rCs}~}=W&Pn_EWD%U=lB+m3Tyb5pHE)12zXU{{*NC&a2=C5Zp@`L1Z0_x zOq~JUTrRQ^MW&kr++V8#b}u2=5<8cbHT||-T@Fedhk~{jGtFQ^nxDFEa7+I&I5JX> ztR5Y{L}KqE=z^9o=sW0SE+}kL8~)kZn64YbQHD?E8kRC{H@3PlmoN|5#zcj;VTn38 zk1~WbmKq48%}G~QyGI9_In;FE+fM~K|JZ_YD%5hMYFFSV3j(aDVaIH}Q)A6dC0<}V zOXW>Q(19f|C}O+ba&WSQ{qU?e)tO&OuR~OceBI$LMixHJ;j@@TKlSh$A8Fi^(fqQ< z&C*hZ8&uT%`0sr|_4L(H0Y-<XwFu5N6MU>4OyoJY@s)y}QXzY*s&`MB}f@snBei1U(-og_Zrkh<%*Ai!{baJPr zW=P#24pRbZaG`(U??-dt$qh7K3)AP>Oju773imv^iq(}&5QC;3h}8e^_@Tvc<+0kl zoP!)Mw$GlUHJn+FG!VI6)m4XZ^Sb92qU`b1}7l+ z;{chcHEIs-;XX{Q9pl~V96*xQ+I%n1wIlxs4j>bfYnjrChR5e7xs47+};J*NA6VzNKq&P+R0qE7zXQCj<9t6iR1qw^?Ls7M~_Nq zwKGKf|6XH+$liVXND>Y>SF3`S{~*9!jMq|t{;y%xlSL;Q`O-}`XzzXzy(x0wXX$Y@ z59V#SmdCKnl(gp}A|ixYpw^mm8v{=bcW<1u#Cvc9p7HX!tOMOIauLOAv8bf}2i_NR z-SaIoCfF8>SmVhm7QU=O@~rt3-3cImbH8_`RpveM6>n`F=8|6yht`V-jb)!ct$;GhzXmMA_kU;K zG(~4QNsa(ezN?zT(;_Km<551?7teu&zOgq&4Ncl0nBnA3TCs?$@vjfkP-iGWs<|ue zWN1DBiuxrA(eB`N^EhI|zC4s{OpgKF=F;hUs{gE7yPZ{A&_knL&%3ZPR#Tbc_}_C7 zff^bbHl#N;>5k#B90a%ll@#J8Tnf%k4F6LhEOBF~!#>M7{K!?GQ z$90dtezo)b@qr7$gYnV-2EUTOKQX$0Krp7G{G0iy-qaOu7UH(zR*Ig<#=DTajD{m| z^(7q<8byapwoq9V11+Z&wOtK@nfm_An*4F2^bf8KLn!*;uLN%JfgFfpi6 z=749)i0PM%lwi9@4|GchK;zmko2?{+TwL)Jm!ClZVl$Bd$9 z0mKy*Xa?)U;GVMrOAzYR(|?hNBZ_d-LSMLaVGs1xbD@FKHZNF65reAw72YNp)iI=Q z8p5+csgs2jlCf3=koaH-(!c)~`5Rw0T4}-dfjpgBnZLa@6EHq{U>* z_ToJE2UKT3qN-DfNUYtn6KE8n=-9rI?5T{t7q!NAa0IU_qarnhF+@8rT8YDCGQQ!Z zJoDl+HSpzu{i_-zB>?g@H10qNEPwoa)L{TQzDpTj#t`GIbV-qa1~6Bgyb0;^JjNgZ zd59j(n@I(+gG@yljeZYIg@&NpV&~No2DR55PCdMag*9XmumVd!BdS%=<*tCAuYrd0 z0?e%jd51>@XBYi!5h(X{Lbxcw%P_#!q~y+jYOt**etZx-wG^5mHp&$F`e>S|#X(FH z*tE&SQ8z+phZ_KKxb2&L^|T`KD*$xZawJ#`|C1AuNfL|RwKH(4CUQB4pJrb|JmZmN z;55u8m!*UTkF^2du)Sz4BW$- z%?lZ4dMzYN@T*EbBa&%yf2q`gXZITIHB7|b=dF+TN-N&*5r!tD$A^a#d+hi7q%Hz{ z4di`$&?b_G;vJtrNw6wToTPiZK=t*T;gZEYo$ zH))KBG*h~&g)xRekG9@(8i}TV(VY;v2{e2+#pSQ^rv?OA7p{u8d6RB(pD2Ty`xacl z_ybL7iSmX(mIe{~MxQY^;dSfQXMp;R#m-Xv-S=~KPeWnD0gwc1>vS@_P@>R8&6_v6 z^bIo{2ikV}W!ciV(y02-+7i)nL=dyM5|(7&E2~V`c`7#i1b}FbCvEQh(SQm zUZOaO3P)BYn>=!4e9dT6dUhrK3m{}5@%ZuM=I}o^F(iBUE%lFPz8=$OE4$pu*9EzH zC)QV&^fKBs#4Nw$PjPcMW||j3Z><5P-5i~3vOwp>Z?Ga;+t$+*V2GT$R1A$y?tNs<%p?GD zV|8fVddvLHe7a-vcP>5MsN#U&3SgTbddk50BQtPk#fxOo3uk6%JO(9|@y)brUp=f8-)mLejE{F4`C-19lMzSnQWu6a z>>%$u`D+Ihw0HGfVkIJco=4jqI+QY^fStcsD$h0Yvt_;U136Y!*1fQR#(%m97|9yK z<9F}PTs<7Xe)CeQv4C}lNmEa6FA?A5%B-Q86c7Dt((XtyUw>^UllvA;R5^4g@Hflx ztd{J(3jN#tBYXq8xWkxKuEG+*M`&g_DrP@F@dfPfmE@F=Sgl-Gfq#MG*55e2H3MU# z!b9I1=R+sPmCRL#;+s@92tWSVpE|ULaqs4%p51utiw4QaKN%QbxOj0pFv~}ty@t6p zVpxfaj1dC(mOWOY8w(5cL8M3P2H-<3tYDP&zT${{W%$oBE6?_N^O;S@g+Oc0Wt6rV zX3YeIFI~FS>9#C9VIYCQ4Nxnwvr3yxA=w%|T)%o0BvN#WLrDigLo-k_g+rcAi=vvt zqY@CDD7DLb4c%+*Hh!>|3pa{}z}!mZO5pqWKdd7vTuDhO+mTTbBwm-c-I?M%h&_EP zc&~Bnnu^&Ylwz2H!Ya@AuOj^QAC4$clm`6+RfMRu%rN*&7We@i{+P9v2J&xOEWHq- z39*TQ5O*l5A`%PaI+=`(k0r~%-#h0(km(g`wP ztzp3s0meuMUvO^m5|DdIuR((?8?PUt`T=5etqP=%|992G($acoX7t8YY}g`f@*bU9 zro!5?bVC#$VABwSSI{vz-KM=u4RCuT$Ni1h-BG~JX5~PvX+K$Ud8NWE%m$Jj-;fT* zKN<1T?^mTH3U5vW7g8J3 zcgKzPJ^2jr1Opu_Z@_*ZKm0giqs>*b@$w?E&|`Veyp#`&d4gb4S@Z3XHqBZ=OA`BSLr8gK z)7@?3-L7o!RZ3=0cu?k2S)8ibd~nJhXZ(HcUf)Fbrw zb2>YBxt?GuS$%fO4>*CKva;m>;}D$GM6%OFvO_=UcH+d_p|XcCI;O-4yCK+(hQ0+D%ERj(I=duy8EH_4E);T1v4!~)U z`7PeK|1DGmlG-ztjCWo@OrF&2LwD7yi;zbq^|nuc84*e~+yn1o%sw5@Ir7o4--EVk zp+Y4YH8RYijV)&A2Fox43QyH@9L@x=0w=RAImaAw=@O4JK%*y&@5xNwf3RGF4tAWw znXI%=^jjd*3bmv>JNO5z8-5u=b(Uvq-my-Cy`hKw-;LjHsM@azYO8BXwi@dia_H{ zIEq)g^`hE^7YScELW^5yHWavv-CigyNl*yO`b4Z``*Pms3#w&mnyt?MjZXf9 z@h}dM-$V=Cv5SLbHW<;$2Ir)We>FTN_2T6dk{Ok;Mx0rm7Qft$CrdVc_HFzgu=}Gl zTw*B-gI#yJy(Xqw8pnxp9IeY=uXm{gWa}p*2$dg5DBoh(&3ktOl zIgX0~*2_Eqt;4T)^5-SM+w*UQhG^>K|8ZT0Cd1m+HUL@tuF3tOzR(eXZ3ykOL^S8h z4=b{X#kdiQqZ`S8KvF+~ZP+D#CDZQP)?P4n1h#M8$T5a36b@OeOxb^?^%h%w?*-rnmoFz29x0xqd( z)A7IF6%b*;@8C{qYA|dQ4=d>@7Tj9M1XT__Etd*`DrsU6-0xtJ6|u^*`L`-wGB^TB znqwYb@e_d!M#ozhty~$O{HN-gBo?zS#Fpj#I6@vk-gQQuH=^VN>Glqr|DxYdU|JMM z^?pa-EPc_Oo76Lini;+BVk#=So?d@@Ms6T~!$jG9%l%5rD+i@RIKAh_Ov_qZA58Ic zi?abJ0_n{iu!LkGgO`7ABp>M03xt>Ujt)N@t9h~9G$)KDbOC6+tUwXPW<@GD zHS0x$r>Kmsg|`PJwVL5GUXhdiE!Fac8<*v>zM)9UcYV7N$sTa_2#-N8ozvVs2Xqx= zp|n>I8}tNw%Jx;Ysz4V*v+{RRV}`dVcusomKNo{aFuxV$@>#dfb@z-J%m|L51C~%_iH5iiGxmhZe1H_n)jE)D!&TO+;u&6v-LL`j$rLfM(gBLBPmu zm6L~C;!1x0?9Xzb(eHVdt*j>misj!HX(YOuRL)N6_O4Ncz{fUUEVCu2|;z=?b#`heW;F%stf zsEy`9SfZIt&wS!?d%HE(-YrFts6c569pr363O+rSA(v2E(tv1Q{aa)o^%uz9`fw=l zt8;t{)e1Rd@7Yts;Y?T^+DNwPD2ie5uwSqLkdH6iigUYcH4Y=JmlRlc+2<97h7%_C7|X`G3PqwMlQ)@+M)Q@xY7KI|ThCciQ0_N!4vw%GaB*XP_b0AuLTgUnis%6R)e}|BR{2&;!fzVfL zOLJIw_*+lMl`b$fdjWMeF5w0IfkVBY;kr$uM{qaE*w`T_DlE)`=Tw~|Efk^o$f=RB zOv+Gf#$pZioD=2$r7z;!V|kHXa&p%49}ah}R1dU&5E*;G2bq#v#Nu>NPeJ%=u>ohT zcK7(i#0xk96KGTS>-0f#zMeIEcCpe(M(CB5ykU7E51vcwX$Xt7+6X4zHr3Re2lD$e zUVxyS@%Y5;nG9@P;Sn=0#~lMJzYx>8Flm+2c3rNSY)Dgp#FPP^Wzk7njt*phfoCbw zzU%`rY{nzgM$ii(v5XECju%k1X{Fj6-gs!vC5hkmdq)QcUE;5|@vfdFJ3W;li8o7O zk@{>2m!5dM8bDxh=;IVOSQ0^ej8U%I1h4$2&@1emJPX#uaPqu9e4Vk89eyDyo z)*}HrCtI_Xs=mtg7C_Z$9u@_+A5bSvw&?i_7VHEM^$s<mem2ZvxZH8!YFEZSb0 z??>W6cBsGX8mS63tJk!X(?D8rOBSpOIrfzQ^iHLohPr~HMT}|7iw3kTV zbRwVuHqk&ff>Eg0_kM;b?ha0NPfOv`!`gE`VlOZL(nmS}ox06tuEo9T<_FeH^R4iy zJb7&u#~LASqDY5~6hQp}S%y+6UdPG|_TO+>6vhCXKW>ZjakhA{R7DoTd|&GUS6uFLr0?w9q3@V}&@b{ijf!uT%=Jg!iqJ_x;?)U|2fev{O75VQ z%9rwMAM+mB$qOCW$|cA9&oe6VwmLkys9(a!Fvcf@>n#BAe#Yz_{ITFJzr46=JuBv~ ziRhF)^xx~>hP!b=v3`Pc0Zhq3&CZX~KShr8;0>9XP+AAT(-Hk$&0h|>qaj&paIibr z=X+T0n551h`zZlE=-%VUpR2Zh&X+i-IQ&2672Q-&LW0e;w-^t30hYnIpoNxzds4}32xmA@Bsc~ zy*|@I*aIT@kt$=gKi8EEK0H1ev{wrBF*bcmF^n_8(gZ|YU;BN5RiIN#g<87not%_|H>MwnTCa1L z8CF2v!QZ${(ev=NnrM_H*dPuvn|3>tjxH0`zq74*U%%njzdFuF+?{T)B#OWFX~nOf zR-MyxHG~xz-6P(?Y2iY+X+fT z@@bsd`8FNucpD(}_rS2wa=m_e#@$tw#B_&ySYbkClMoy8!#=J?A`S6!A+Xd5zwxL z6CNxziHh;n1QLPyN~fSsY{nsrzlT=E;TUWUiIsRB7{~&rnZ2=`p8FqHGFjW*;(a*#+qSq$ zk*Wd`A%ajSffc{;2DT&;2k3)RqmaCN_lwq~7>wC{`^=N^t)H051PALV$LB?lL#z1k ztqE}S-3!ls4J^7YQUa~I5r~EInF$_<)Eg#P3jyBWv&@(A#jJf&lHHm9Djlvz z{PveUV6aEnl#6@74~^AsrCV38`qRMF=FO%Tdl@(Nb;$<~8qCT6<(ZdP6X>Y2!ev*L z3}#emHPJkFc6C5O**?C|ZDU7g7^>iQ-2S+QW2!@(VIA*|3Rt}P6ij|)O`5};2D#OT zOS8e|GJ<@WjI?wqWWsg6xXZL%8mm_`hwVdEe8!kyLWYp7yf5>GX}U2RqJAmhKrpy# zx2eCmfOUsR-elSRvZ5k&1zD2ry!>sh4TVM_7qF%@mB_BpU}%0{Uvz*h_kli>Xql8s z$kou%YCz?f?K6!^v=(y-gy>>@<|2WP(f@vbN*rk)CljBqk`_M;r6<1~g|$vpDfS4z zu*TDNzllo624V+NYF0JlabnVt4UK?5A{<&O4b9lcu%VqAtXPeUUxB(7@#OJiX)@(F zcaDjOPuxk2*P&@(o;!CgKqJ*MMGSIa1wiBqUy3VST|$Jf0dKcCRz$;EZK2e?7t?8LKwMK9r`x{Ni}xtupj4x9-DR# z(sB?Ctg~M+%wDD9Lk(~OFw9fv*Mg2Co6+JZ_|H82Q!UB(DYa(*Ft|BPcvrUY$HzK8 zapFw7?0TYpR z!OUWK6^hs7Pu4hn{vfj=!u8e1&(}kIeNb0Myu}{OmzXM}VPKls#QIF8bAb51py3d& zdH?NA4~j=nY|GJ2z5aKo*I>w2a^lmBBmIyZdF0e!7n1tMB(sihY_PXJ4 z5>2eNixGw5pi&JW-1Ve{sOUUG!7z=0k`DyY^83bV+|Z*10`n+oZdR=BR`nj?pk;@K z$?Qmt5@SZwK_cJagawnAmp$`XCRdi;-`7g>rwef*mmj$+Zud-nC3Y+>nk-vzjL!2(h^hEaY zFifl_pv0oJa%j(Ti*(*adaSyVJXNUE@TpK`VA@tdD)ZL4N8O`2s1n^}kpMKi!GY6O zP{-;CFwkquEYO|<{@eD_^E!r9K|qM2ZK?&=tc(t7-}^LlPn34C^k_aH^;$QrHR1I)O~X`e#XkGMW&dGjPczDCQV-~FEpB#A23reHny!{$dmo=?e2>^sxHpMk-*UrJU zR!5m6jWMI>EqB&(v%#Oy8gmndFD_vsEFLI4=n7h0fU6Lj(Fa)27KkI(F9u|1X9pQM z9l)wPvbX~{3|ewceKYZj_&ozaOR;Z8lZ~3#5Y2gjam#X@-=htSb!-7*qEEY)@bt;K zRqW;jzBlLDvuEj0A3AjCV?hu?4c5?I0B3%&RrvIY4kp9MFR~eI-d=NK%)(#gtIqB0 ze}4anz@i8X>I^e3hK81cGo;rG&?!Cl!5(m?$KY}{^>?(5)}{^!${xdZ8bZxzG!DIR z)|s0~OM*Dx=oSN@Z(&``-iacER#yT3z0x~(4|0Icjm?~t$uZL9>03!t0zyKDdw|*z zenU%#0M}e^`q`X2pXw7d!m|6Dj90)Pl(ac?R*~*M7QF=~Prn!-uFS4B&g?|vmIb2k zlaydIZrrpJW3`RPBae-YPD4Y+?4E!0ueSiru`_cy>Y~RX(g2hY)mlUc*EoW5B7HUl zERJWkw;<%^9Btu43l?zs@}4J|M*ljBl_Z@s+4F^Wy(tH*XI|%|AShsGkRZbJJglgT zxXL(T5qs&o0y-r=3tH^AIh*0XL1kcewk)Wn9a{H_AoutJ%8}@b@KyRs*oWqX1u~F_ zx3_M!8C|yVjYEJ_OL=1d>R^Ked#j!m4n=`HOd3U}gD_&(J`{go-t&$*`8rQW67Z{N z5+zhCLBAb9Brzly77IWlMLs=Ur)fnpflXaq$-fWfzC-IbSiPZ`e`C4x1=c4d9MHB7(}LQZE5GR}n5)YQ_bFXAwE!Rx<0l8yXI*mOzB zHW&-}RnsId%5ytX38O@_hKO9eO|cdA9IWs!W5BidbHOC^nG`la+dsnG3p8t6KD{UT zDgr$rY)L8Xlb*%!j1$j2w(HaRU>INvUy}TDUwPfnKT2aztVPNe%u*cr<@axri`xWo zuF;8!7IPwbYk#uSy0PUBu81_q=P0<{qKgl*l&Wbue&omz>gW*iR$@hz!9F-?W$8+Fta7ownt86ugIlPKi2@vh#ZScgts_CU zkhGPmV&DT0>kj1D7Lx;_k(GqJ&xXB9?3E6+`G||8gV5l&)zt{T6kp~?)aidU} zkrM+BmbkN|goIo7TYegg1yahR@-Iqvv15$DFF1HEl#~W2l#@3hhJnh@e_fd+1qO&< z3=C&VBjT@Am5Aoy_rt{y0^Y3F_T=3bIrWb_i|@SoHB*vSV;uX5$KY7d(amllnv9HJ z4pOO;vU?x7yrF7H{(HpQ`W!5)+tInuvQFReE?&*#=JDI9_wI>4u*~PiTiOmD920K& zN35#<`%j|3G78X`q}h=LD{<;zJV;xPsro>04TgI|boUa`I}^Q281G_2VUtTU53s5V zP;$&h^}n|K0u{R%g9Aedxoqk&3Oj@&dzXqwJS=}LlnEO!gP$~B(Deb*1mZDxHXK+9qRu2g z>N1RKu_!qdI62K7oErYV1kg@$qb}}*?kx)REWqdpp0Vr`!Ib>HSDSBDFw8Rq2N}W zHfC%jU)79W4rI9$*2Twz0mmW|nS!MK?x{KGpX z&%3NOi*kHt-gWx+Etd9=uLAONeB_=T8hsh*F&VLvS5kAQP@NQNBvEbX+8%oiI~m_M z<%B6Htpb6}q4>Tzc6n6w#m2>9f3W7g*y|UitO#()*LQf2Kh#18dc#!Ay84B8F(nhLa;6~UUrX1s3$9-4AvoA)-vYrEro0wV zG=fx&Iu<}9^=B3~J|QDTM6y#uJzQAO5pma9jK}@ibMNIb*DjY|KYeE4bGN8rB)44D zkT<|KEaTW2AYE+(t|V(ZzosLnt-{CWJPf4$yQ4<(@;grk2DAQ_WJz2-k1E@%IwCZi zLTn}yoh|SS>`XWsG>k@Khra%mQ_PJ+KR(LR`9){A3`5p93D-KEPvAV#-GhTw7(`cx z1(F|ufqeJuv_~E`OoE0J?@Klmn;89d8EKMzH3JO}={YN5k<(N7lmqvINGOt!!Sz_f z@T%M7EW2PJJqQ)SM0`Lgpip$6p>PqRI|o)nxdEDg8T7pJ^y?#_RLVXTn$_`R`$Ffd zFeCZVZh`py?cwd~E3RC<=as1phi0@O20^z}&Rn1YYDhOpvxs@@dm~2tm@ea$zX=y9 z1>%N4l-|Jv9N{StqPY9C;C;b7ej!Sdpn!k?)~oEhPyv9SAW)i5?l2R$ljv^9;jHOo zPYj6x^Lm)umBcu`J>A3DyFxoEdq3b^l71bNW2_LY?0{n8b+3$Bvepuc$iSZn@e9w4 zxw_~g)=_nS{qJX9)*)_K0R*bQn)Z)d>fX=7^LwcJ)3n*wzSO+Gqe3fh*D+5|UK9N7 z@<_8cM6*7t*keA|-z)gigt!wN3zcPcT|VAFVic|Xc!wh0k2`&xhzKk49i3M?o6cY3 z01jeSlhpPGV6MX~jWp2~ViQ6M+2LVKCGB`Payay-mw>c(U04f|KK|*cNPc@&1397; z!n#Lp9qKfYfbuv9t(_*Di3eZ<93v|8k-TWJ!t0N7masqbcH{iD$}(U_=|PxM%-3pi z%4m|=u8{0%Hw!BtG%t)NW^KmOu$m40FJPKsy}y9{LZMvn{@ftU2yQr~CsYTYnUHya zzzKE${5gO<;#d^!oXLZQ9S{;Qlc}v~Oy6!jy>cWUGPwpuy^@VB&U|(jX1{3M2Q26; zK-Tm_(YJw@e}Pa$zQPcpVZR?BJeV1>6zylot27kJwT|u{8ni(?BOPZFrQ=>61i=)m zd|Cz%hGYJG>{&@Sg-Vb<4MBKpY;X+|+qwAuxfqvQ^7Dt4-`tALiLoBCJeeO?Znj@3 zSXs*Y=DJv0&Rm%J`#(J?)tO(z6}a{J-KNvG1AcXS44h%XrZ>OejRybaFaMF=6r6B9 zSwJCFQTak279ujx02g*)&(TbYvy=+PYC-Bi@hZMl^EU2LxpyDAh%PFK zYYr4WVf)PvBj(^i@i4Y;z|MXy4M+q1BoIfPR<`1wVaW9oaP{afhaTG>O7%1!`S0Y4 z0r3TuLBN4Humv4of>-RZ)5L_8>#OD6kJW*L4gC0`8sf_vch@;ZqPEM8;s+I|e4x~l_@ zV!PSF52o%rIG^s`_$GC7VGq~eOY|7v>$d>q3f!5E%=e)PrKSwX`Yzn09hxz>AY}u< zK&$2Pyl9CZU*QwvPg-aMguM(FRJQMzM8cX{L@%DUupioMi!pi{@cH^W;&tS@%m0hW zAz3@cqZ83xQ!fdSn%wMRCo^9E6J!UqvWOWhXd-Fx-2XB6=J8a9YuoTDV<{05Dnf{& zlm=r8ndhMh6)L1cG7m|SB1BRdGp<4@m3b%>6%k6N3<=3BQ@qDjJsTK9e3*L9x9c?=N0e{4B$b`b^#3E*ysz@t@OZe{8CwZM_7tX1s6_lC^ESh$cl zCp$86kKrxTCvR`IvOF&6^y@T779VXfT-sQ0;~;DeM+chr%0i`VX+eE%_~^*3VA%B> zvwlB(UnxHr{0)B?X(s5?;sL5$2VJU@V`HB9a#$Wp+`cxs{r ztMZQlG4uLha`aBLv=GKPHeiu9p0)T(C^J^$(Ma0Cd;3r48}xBwl==tE=7}FD*$zN^ zJcrgXs*glRW4d2StWLp`;zP6qf3ndHC4R-SF)7_gUMpWId+i(P6<{pxy4v$1eVwJu zR09ufTx)3Q%`f52S*Kg>E^;`Y;-9d?-eZ$(7*yFfvaP}wWw70d%wLJ!=Oqeikiwkl@&kDn%p!S{Q z|ACZ62V6UHtJxax&YDg&5FaJNnIp19kZAk88ae^C-j;C{x0XDd>VkF{IWDJLY6&li z6fLORu^JxzrCBQF-NNUC0s*4k0~TOSqcWIG>@8 zd9X_OkH8(ZXY6eW4O{rP(GZ#>UWAgL?d={Kl?M*Uzk%QpUkc2C`EhL%(QyJQsU)icpu&p5z!hBl z$Mb(Qpe@LdcF=?Kffuun-$~BJvb%m7x~IN>b9Wn|31Cntjr}dAS6W=z{4V%`lwV@T zw_P`P?abXrT8Y#5EfI+zXE76B^}wu;WoC9Wg(O(Q**bAdTJhwCZmrTyuzLR#pgcmQtQjE`RL$KjjbYhLXx1Iu8s~M8I}>I67!ga!j$cJq7~54o=0OA$5eDh1Alfn-951L}VZ- z^cRO{!nBCcOVOoPksZgjK?nr`1E4QkDLC`*!wF+(F$lbm;4_E{4Y>Yr4aBf_C5?_6 zq%KFxN6Ix=u<>vHc5UEhBSO>`+a9_NuV!~j-}E}feaGPb^tzdA zIx(@av1b06wfg>b?FuiLDXP~)OUE@B8Y+9#M%`TIWHCLx5+0LMxr2=rC0$-9v~)n( z9Vfo)t%LX#eTQhRnwHjOoX;LpKVodn^PKK@uGA-@S#%aepN|L zC}Um&;-=v1b$7-fHv9qH2x7#Sc(f!R$^b1ysZ5TKCw}zq3R9{=|*!??HsT5BRhn3U+bT<8rM`6)JMi3>t)eA z{7bPh4vAG6hB9-KtAC#&tA(zsyPKG(5TPpypejJ_PrO2ao>Nb+W88}B2!n7xTpBW0 zCpzR^sM4Z{=!S?WN$-4mgO)1F3jnQTagg}%%#;}P1*F&@4^}|Hp9e)LkJy-kaS(tx z#70DGXa4>{UK68Z3I*eo8@MI+u_djQb=wANM-tndz;~{-NpPz}u-{dQ?D(#z_}vz5 z@_~p`yA!K=EBK4&8X5|*bV0f!yVJSLE-}=)-RylA3r(KaW<1mr>0w;u9yAgb=;r3d zgecWxW{-v7^;rHaiAi&8v-E3YX0}#fp>mCnH&0>`(?fNWEAY%uy}$bRBi#FXV&CmwROB6+r3YY( zNK@h0yANUBv@_R^#K5`&(2e*|rvF(Td&UaP5Q$J9^8-L`bcjU$?zI_mys3y;ciTm{1VCszRwZX#5t z{6bnf{86bxmvuA09P;w$x)JTu?&jGislU2=r*t%oCwMo^biEX?q&zr!!ie!%)DgY( z2&Uzqn*A<5J~4Hru3`5+0AM6zmn@atuHpiloHi_(l24ya{?7AeFYB97n*1#KY?U-WDTV z+&3aj!fAWy;>Di|+ehYSoY9vv;G$NK<)Pp>h~JTDmK}rk|6o2PkfbXLaB{lhpufU;w00LRMmv z4qPdOLkTz*B#;%DAPG+w0#hMrr5H5SWtq#|j1HJE~5G%D}kuB z-k%)+9UNbgcZnE`P{<*GB;_d5o~hnHpZ8ve$k!h;kOTnj#A*${6>RykSdCqvEX$PU zlaak2q8QND(`BD=?>>;g%kDH;5>M5Da=M{`;^o2ZhosxmPxZ^OD2|ecy?W2L?`pns z-Zbo4`V3*JOD?a|w{kYL-OWP$!+zNMnQDdak2+$wFgHCmyBS2c<%9K6bY@qsiaf{g zRF#5q7Da%H>HSVLy{hW!>O9$id`&|LVKQ090%YQ+n}SHs3;ZgiZ!sGH93c&mWG-^L zKz9`o7|0~u=PQL|Z;aK*XL|VXysLpg-jTR|Ni`IvWYBZrXKPG90mSLxN`RVOXE3|q z-)hlBmiR@??2ZEzCNLj4H2nPhwwM##`~}1c1V~2X%0YsFL>!vduDzS$K)uJ#bG3O% z^vJ-i-AF~EV_&ZLP4hZ)6_Tn(x+;O9safzGigNOUr0bDruOISW6l?iBf9(|1my0~x zvcC83g@blZtMQ#>fd_YwE`&=QmoGH*2n9wI)$HvuxNbxI49_1@fN{!t(vUvXFi~9S z>PCT|*B- zGewzp)Fx{7tH}d~p*4qBf8wIieU+6Ygc73jy3cp}obu)ielI6>((u3D*5C}rPr_42 zh%JbX7#&feKx*gW5l{c8UrXYRMN$r7_yQ*-h3y`%>1~*5uJH9;++yBW(lO|AHQe1I zGNXglX24YmG9fqbIa!PLvC8P^8+5U|H%hKRo?4eysWQb6-h?y3(Sa_T84g8LS3Ia^ zM)+N9@8AFrccShl6LxA(u-)2gFKUNJi2$TLF({FN*pQ@Ar8V?T(Lm=ak z5})<3AB-v9if|oAve$xgC8E3Uw$wD_Tjx;G;$LIQ{f%a>)`T*Es96Z$h~jl$nSXws zo*qc9$eFo8YC@n-=*O*EP|sEw?qY@&B{OFFWJ73eT}Q0UP@&Z!JqShO!SB<59$KYH zWvGRK%Sj`6A{0$dvJ@-$Cd|r0Is=I4yN~`M#=>l4ba%~Q+G~3gdVRT})}$TpOeno~ zCzWPS$ibs$jqu6yG<v?%#)&k9-h)mFaE*EO|L zx^>4NCwGt!@A3l%*EDNyrU(jjDeDTk8`O{aSXm^9V9{N1i4hH}dFA~*LiH5ztc+vu zv%my~g#f6pUcFjpDFMd=e4TT7H!qb3;H=LrYjGAfGGuHE%;_r-TueV}oEi?W0h_!R z8%yj7i5CtuLUpjxkP8%rFELS#WmyyjV_b{%4M#+2_~7Q7_wHRsS(uiYIX%=2aFFh< z0S8XG=WgM0$57VvCgC(;HhC;nCv4sX^i&K|&@)$Q4uY1Qcrp3! zVoKIRiBS$hKT*KIfrpFKotXAQ_8CGfGWzS4d!@+UMM)N_=(eic>a`-Djsha5faT+{ z#SYbT0l4?uB%iR4@d~fUF@vW}1inmF;sUITn^y2H_|C+yQhXk^npZ%b8MH^dlGfZ4 zb(uK!K!&)x;m=iVdp7HHf1~@s7xnGO#aFPRb3VVY8yJwSr`h*2?gl7|sJ zZ$d)CQ%fufkRq*9`x?{r4)m*33_uos5J4%rB|hFCvn_e?_uQWKM^GmKap~u#1#2{E zSYxCF3+u>{BXxkV$-=_)wk{)g&PI|8?b(F+eZI7so$ekUD761@^q{>ZMHUb&7|$O( ze|{%v$j~=r$PSN>d#c~4vB_Xu{d1rDr#$mJq5%-Pw! zi#l78Fb+Y)Y?dOSf8(s|n{K(IpRn)Z)80TZ0O-ZU#6aJw!}Cl+N5kzw!68jHnHQ^M z{ha_Q<=sq4*@UJoBS$+?m+wc+Smi~@55xOee~Yu1$seRpQfHXTQ?Cm=tTDb!cJDQ! z8(ZX;fe4sAI2)a{B5>+b7!J!-7kz9)0+Me_B=t;799EYkoOg-rI4{@M*ZdM=>>(^5vI!`SvoMHA`>ULnc{g z+Gb~;U4>{s)Ff-g!Gl##EiwPuSM1dq5c3L_D!q2tUi$CQV66}twC7bW@FqmqgEeL9 zFcY{^TTVg+|E}N^$$!=b1gh9s->9qDd{+-;O6id?#Y@WG}nZUj7c*mvg8U zHjW7K@8?y#6_M*rvvV`-s^jCPyBpXReOIXqZhQWCZgDr8dKp$8Mxz(=w8GExhz#;@ zdp|$ukF@29!0739UWT#=8PTOpS)`qm>A?T0mgOmiiM=A6E0OEhjXm2NI@QYs=aV87|O-= zt3S1z_}#b2UvmJ~}Zi&O9oy}j14Y1!LQOd#(ABepF8T`jjo1OQVR$OQnq z1z=v=g-(ymnaK16Iwkha`hqW=L9%87gr2+T`x^NlV8^JCYya@@jy-$#_AA{C_%k60 za^k&e7))gZWv1Y7io8E=>gjyhOj?7dL~ zCVO{Jl18?+Y!%CfF_uwQUb+}FhvmvGsg-cbpFQ)sZi|j7TUnuBTS*D7asH2R!(iFV z8vHt6BM96|0l|1_{DBRf-=4Xv!kJ2mAC9#90O=uqIm|W^Q!FCOwt=mJ0%1_#wDZV+ z44Q~fv*syy24F5no#JKCQ~9(f;fMyC)}^!XP21tHj#7&HuCX`{HwRroi9NH|9LMU_ zNlli^TTUQB9*=LT)H2d0;;6{9e)CW|j%ZbN0n%a4qtx#P4nJYj5FZL; z@LaxhiDqKL>Dh&qOg9sWB0#FLS!IKFpf(0EIf-r@0y z`6Yl->1+0h04VXmIs#XI@;8*+t27~@FP(@)?RK`8p?K7H)!a*qXu`}ZxSIV2|55Usv=+Wb$ACqZeGRp{V zk=@p<-otUTHAXf)D7i>ei?V7JWg6@xqg~7xoAF)|jKbB5zXNHbdbD`RE0PSMC&CWD zMv}ogf)N-p5~d0k=b)s9-{%Rp17;>1U{rwEpomA4cq>3hQ;x;;aRtggMrLMh`xRdH ztF4>(UcUw|gCXL$rv1W~J>U+j+ONj7`?c6oFgzkcEn3yt@h{Y=YZ0~jOf z!l``qbV{tR=#yR>vFo}|Ci&5EDEISe4bWu>1@IT$tUJJW@%(=2%`(Hht#8{tw^?iK z`W!jj=RS3;_J{40m?s5q&wg76A>=@z-@lupr~G>BmI@b|I@c|N~`oe@23pR8-&|u&xUnzZ)htJa(~xULBoPfPG!f95!ta9y}i$Vl5P%s z8zda#VBUJ{OCp1p^aOs5fKfg{F; zm^nsi%Jg)1TjfX~Cwv1EBiUDNklofI&Afg4fC)o7H;`5o;-M$w-04x>tJwaXDh8z| z!C>Ot)N;QkCX_oDJX!tu_$1_(Wjq(>oBXDn+*Ta$Fwk|A&AlRAaY?o_Q8T9P_ZPJ` z3bKC_up5=3Pzc(kzM#bz9I-stASQC|R&;crj>2!ltv50=GuJ8s{PKq{6S`eLKz@8;VoX?>FTlPc z{82Q%m*(ohP0n;j%mq2jWkH;Dkh`ppp24n+w)bgtbaYe3?er5?oe4{Go;)Eb#6<2j zl#9Zz8x`X;7|5gTp2J^365Ba@l=^V$=FOXg$%rUUog6s@1zwOP2y9Q7$=I>G@w8e!8M@ZQc&@7;O5Rj7Mz!`_)b0glAV5$bqQX&E0pSW%E%-X1H*O*LUjSj*9M5)GP z-VF&A?EX(qJPQsECezN=B2SaC>6yOx8i(4pw)OblodaF9pw2elsp{z9g~y4CJpz!( zSGpuDIzBbpQwls*cJel@qUeVGX5@0U3X3_%b6CywSYJ~@t8_3^JfBQ|T)Tr<@U^g5 z_8UJ0CvSe9yz^ACc9l<4!TT}t5_wX7v1T;WS0?C3&O2PWUhp{R$n+Y@l5IC%wwAB1 z(4j6G)}@S%jS+|qo_9~)%3{7p7~xo=P!TcU2rDn&Z+-HlfSlZVe0Gt|n-%=(lhtOH zBu7N7h7#t~&{=J5W(>ir3%51AeY*m*ynQIc$e_z>q>RCIF!|2qi!?MGoSfbG;0X0j ze(?^{CsZUN#EVmN#n|}xM#eu^9U571bEz%QuGkgu6>-$ zLD#QkDfb^;$YS70OIu|xy!+GqZU>v;hc2Rm&KmX~&o(iKy`d=jwYF?H!1+_<%q)$y zPCxI6CqBp(yef3)%K@!dhk9jvWWo)RqB4TMDA5*JPs!$&lg& zrIRh*?C{}@n>W7^X|RV52HiH1a6(_*c*hr28WC{F%F1G{wRz#ed@H<7FoNXx$-~7! z!$3ca_}xvyLkcrJY;W&KX~@24XlU3DcRHdjr1$}p7TB_7#o5A9mE1GFxc$fLO3TZa zLRMJ`>b!V+CO`x~40Ml!0YUKtL0}!+Y9MMY(VNoX1=?SQ2kJp#+W^v%4Yuy9L&XSN zccT|Skwviu9>QDq>4wwA0%R~d(@Amjm@LVqf&yu>%x};Puq7lS$VI$x^}SI%lw2;VD9|~YgHdzpfd3EEz)z| z8z`%MvvSw_pO11}jW?g1>d3fR__b}<{#J`4)3kV?D)yCkFVe4Bp7T_~_((%~*5?>3 zBE0M9n2z@LVtwtmo*o`{@1UYKnnyB&>G)xIVZzhP3sf8R`ji`J^zUOtS@~T)>LOM< zk?wSO|BAi6&~sDgV^+Q^$R1cw$TZ{A-b9of*Lf9+%W0nGv?#!*3)5`DRA95g@T^fE z1NYMkV;*AgLa?OH{>C1FP7jO?)-x~tcL0kesQ_TMu0 z$Z@v!OIVT})Su)pJKE!MqI@fs;{Ms88jnU>%MLU9xcRqZoYHI9H@&XaRQ5Sxmp5a5 z!pU*;+t_V0)3Of@yt_iPMut8yIbBP$H(O(^u$puC`}yJZ%Rj&Qr5hQ4KlgnLzpyaF z-o2F_9YlqIo(sh{Asm4&_%Y71;DVN?vK#k`%|$m8WwD9Wd7P}oto<>pA4#bK?!Z{~ zm@^b2aVP8jaEZNswYhe6y+FAH=d}xY?%-Sp7Z%Eb0!cXMZsYHEKd_lwT=-Q|(TBBY zr+7&pXC!zrPu%Ecz`iDvBS^+d>&&SQ01$|97jED|H$aevqK;2ooEbM{wa&sY;_7gW z8!|1owzf`q@#2uZ8JDomBiFdRlL1?J>>a;*AC-Dig_8Kh4(JDpyRPd|5LY;tAm+X1pmu@x zvcM8=P72@ir&m&91-1;WJ2u(jyVYU6UWvP>+w(#Cm?NPP!ZRYGua%Ek>{^~9sXMY~ zy*t+%w}_jzk;Tmy$czL{H1(;LA`3BDf{z%K7p7xp`^QmvbY7DvuFH@IYc52QuGazX zErgy^SXiy_lVdsE+ozf(Mr_;89rZ&oakUl<1V#;w8p-ke{Cwi1j7lZ<(6gkAm#R;d zBqUH^${u|?PSQp_&l|Z_N=RaNyF3ko(AqsBfvB?4*f@})hTYxoxRf)!ofyzL1yJCvl?cTqQz zeWP%%E#D>yfxODB6kQ%{_FN9?Zk@iaR;LOYzLs93Ax#KQ4Xl#H(GDUn+P#|-l8K1G z+*~PeSdZD;i_!1KZ#HFbW{_8p_k;!?oVKu<-maIetw**F0Zw}Qi{@zOzO&fFK?$sc9%^uP-gb6W}u7YaSIF8-hdV%`>RG zopd^BbZD3>;b(E*>5I#`bAB+yd2i26ZXzggC=j@L@znS2H2(L{=K5XEU4O*uPI*OI zhV~4dqF=~021-Jwqe@ilDT%i=lBVYVNwgI@V;^1&9^KxTO z1>_~f#Z_>0gQtwoR6PkRE=JHqJR0x9O#rH*+`M1*(m0&3l@WVgRAAY4OUtN+G|TSb zS?10x(&ysh!eu`elU-viiQ0Oju<*enZN-?{b~!ha#Y02$?*k^Q2;EHl_0R^92uZX$ zIlLPe9i^8`HiRwiSveD9EAm?XpwEf^@tyZ+*DiMs;oKu)b8M^m4#P8N;9+CA$8CBk z<@kc>yV50%qAS*Y-wYX_*H4VZz#Yr90ap?s$X8L_P;`d5x9vQqdw58!nTLgiVxImD z)sJb&%5|6mu%LM*`V`ccYqtQ^WY-CX&$#N(sdN$Zr3{sY-Q*x7V7Z7$9pQfu<{lT{ z^#`Km=cjIX`?lwiBaWan55KeHlH+nKw^{QqI&v>pzr=K-Asip#`TggEADeEfFI)GC zt4P}cWG6f{mr)75(cGwHgtJ7hqN?gzt+%(gi>TF!6ZGgsUR6{qsdGsDL_O0H=AqFy zE@~bLqCf$fzvhh78PH`GjdhgxT4vAZbHfA$HZ0BZ-#1*-{lT%V`+ZOAO-pHxH zd>C+a&AiEsUjDnvN|hD<-{*?i8tFD|(&21bjXi$Hxt}%alO1NvbeH{q@1UJK`C_1T zx8Lsv>B}c1`W&Srf`gxe#%9vF+iBY*znQ0G#62F^X6i)T%fzkHCPFq+QwHHk28oejk{#vDBML@)AgNcsF}_HTU& zA`%Rj-9NLa2Tu;@9P?ogW~wP(YtS)!o;cfpNlrrvi;ur?{rU=0k)tZbT6+EZbt!=5 zO`Nm_ZBb!i6cVd*m#06nWS@uoXay%7Whvztv|-ZG_6QX@^plkK7lvHF*C~2=!>LHR zd9bHP@D|K`ufFe9kGj=+X_fqR=l}LUFGs2XzD~+3n5}uQoFv>!w-x(>i+Eb$S_kDd z73mMBw2CbMEnNI!D0hy^FUPUDEi|*%fw$USN=w0NU`i|3a#mZ89VwXFf#;zqfRX9< zHX%KS38+9Ehayl#5IZ`dpR9V5WuuD8TvhaXpZCZI?d<-BYFy z4vWwI^Tn^dwX3#2d2;%=XjEfy#uP>eX2X&xSl*(Bap}+OpyI|$aQ%A;QJyM>@DuBJ zlcr<#?$DsrD z#TzG2oII(ql!4>3#J}~9U#J__?x`alp%r~tlnoi0P*+PzO73jZGjG|QY|%KmOf={J zaf$HaX%MQ6y2Bk)+oaDD-nVb1sTyE??7cyH$lYg-47Cg+i)30>LShxvT@4S~foH0f{Eu%waU9Tt;}!h*UQIyumpk>xefRH+P!;Hz zR}k9j=nS5|O$JlxEqTtu;+Dl*QnBG#I(#w7az!NqFaIq&hB1{1kBeib;GMn#dH4MH zzkv&X3R)xA731x*1k3_T?>GLpz8xSP3yLP9DqAFG&v5o2A3fpCaR78DzpdwW5F zYGgY{89{A+AA)iUX<~@t>+|Q&b~9uUbVGhtRZ|E4Rv3rcH2ui~`nxQp0`oFtblHG! z90O9QNBEQI9W+sAOMdSHEnL^oFaW#^;uU@P@L>uOACqFMG2a_oI{8zH;%RIQH}!GMth&33KGobrF3h}5dmix+{NJ_5rZDhg(j z=kDYr32JNR_G~z*5ifpxqg}@WY>x@Uxo~k|4t~G{2EbG>Yx~)M=~xii7@e~GA9r)M z(@>d%G@XP?MK~myLI$4Zu!MtYD9JkmSIS;<4)O_fpn~Ki8+8HrPu>ISy!}UyCY1da z{_jkR(C|d%IWLHOpb>n9Fbr9g7qRTH z)iR^q?>_%0UH#uG;h=|Q(|>=dzRLKMHuCQeR9}@6+w1@Oy1Et|+y8vA(lGqz(kTfZ z@BHKH`tMtnR{Wdj{Q2hapo=vB`9}WL+t2O$AK%LVf4v8shm4S~5LPkzVIsTUBO^od z*T@P0)_8W{Co7j0Mr*`Q0!|C}QRM!~77}9PMFm6O{LWEH%IL%ip@sQzox;f`GdHy2 za4}p0D`=P-lmg3uma7bX;Prd=)?FIt`;>5p`sfi0sZDoxcwLIN^x?u|3zz|he=E0a z-HPc;Xjm8vc_|Y6uIO;iOV{E2ub<|hzI@T}v3eIPW0EaRX3J!;VIl$R2xtRnh({B8 zCX!4Y)!@i40P~rMb#wXhxJRkZJo7&jTKM;G>f?tGw;Y2;W2v7c zFCIpc%%h9U+JT>|xqiT-#Xl|WWL}jtWuv5|{&4=@(Dc;ckPr^~6>Iqp;a{!ip%CKo zF>DOd&9#perP}PXi&7gtiFltMY|?t+J@-u8#TlP{s@1tRV|^`AIA@$jVM;v86@_j_ z$;elRt{1bmu`&7?%EHBmpOHNrT7MAgv!?u+HpN_JN5{wHxhaDgc-koZ4c|EpYN)HP zo}C&pJF^~Esf2h>dwIW}vZq>dtoz>Wbo@6(#lF#i`wb#QPXgLLSN1wbAoo0K00B3*bA35DhDyP1wN z)Hs~Xcr+3XEId8uoGklX85-9pD=V+vb$Tu6Fq=QOLz_VazW#jJ*cl=^4)wmNuHH}F z)7aPq&R`V3fvhfUtQhnsq^C3Dd*Qz=1ZZ*e^T~KF?~g*o04Hc1 zOuXc_Zq*u6FNpV~X#e?q6}0IpIEQktoBwCp2B?3-C6|K8$%e zE!@7+9Rm@p99;iR?g&SD1gl^~@o6}%Lj(GxHGl7}^j&U!v919aVK0ZBy~wz>Ka>K? zP%T8Qt3ipnAG77Z*DES6P8^;#Oq2isXN>sS9|uD(;q9n7wL(cgxL-x(%Cv{JcIYnbjNx_vlYDZN1QlI19^Q!ATrn4+5v1K0MF3@xc<22 zxt^ysJx9{&5c zN*VAPFJ9TG4oX+h#;xARufH!9D} z%z*D$~ z)5?d~j3T*$sEPk;%g$Z1y3uCcLBnR^z8q1E$Vyy79z)K55RhhcZWePDL!%1J?TE0( zFRf|_8}xnG^&q)(!~>vSht|gCTQ15LvFt+rRNRke-ME_cD3uNZUZNzRVRjqJZ5B1O zL@$r^C9z%3raIDToPnO69|oq@Z^H z(x~b^yVAwQ#KqUd%ScO8i{6ha<~E*;_a?EbODJo$9P-0u={J%GD2$?ywP7|i1Uvv@ zD(8`_W@s={aLMi(xwBsK7k(UiZJo2ckudWC4sFjI{shIN>*W?oOS zBXA6+ZIINb_kR79kgp0#$h+MgN|jG(PgrySXF8E?M@&2~b6OAso}KMQ8Nt{Pc<$|WruXLy z>IYS12?fDwqwtiy5B}k!XU~Y+2XR(I&$Mqa*1FnC0L1GwAM)ya23DPZ)b+h$D*v;8 z-R_Np-OBY^y2@AFav^Mggj?8vf#qeu52o^=E2(1t1}4Nd#tpZH1msc(5>E<_5aA1Z z{9_0qdP;@Zo7Utc(fGR>X zTn>NIL|u`cO}4K;{R59Gc2?2H+{v5TqGTi{BV*?Ev!^H7d2er?N7NwSpOuv5zWDnW z83aTa*auQk}$YKCCTCXAT^+9&=epI+p-@Z;KvoRs8E_8ou3}HpecOeo1=e08xtfk+?8umMDZZtR$-%XX7|IWUR!-j)EgA@d457bje&Kbua< z`0&!O)})jWr*;56_ouF=r;yU#N#VjHO zukJ~yMqToOC=rIfaN641au0Um?U2xpPiXciN8w6=P?4jT2guD7l$9k36r}*~;D1P+ z$_Kbj2*>CW$~rnMTNh9`5bvU`3fMd7vE|x*fn93|06oNN8RQhfiGgGklhVc!wZXWc z)sjxUEI=UYg~)9B`iZaRYkCWz0ah7e)6;tCsN_Q82)9GUOZ+$}b;vJ)Mnog$Q=BNC zp-kvr2={rEBq@(zwpB@2tf}seE7cu==(}0{CM5QDMuENnrzha$k zt`&h3nkV90a(a4uZT~HomY>+1zc-}aa5Hnn`X;7nJ7F)^>V&hX8NZ|84lD*@QiZ%! z8n=8(C#R)X;;rcJOLmt~pmd>Jpu|~h92y!j|MTv$V4TE;6(p3pYTcfMTY>m@G>uk| zAVo))BKBMplO#AOd2dGmllh5Q{0sy1Lye(hfzJIme9VCW|M&aa0-ztuaX)fjDG4a} ziS-fCgNM0W@Og}|6rwZ-CoxRfm#C{chAXATiLMU}u_Y9=zGCg}x_Wr^=*<) zCaTuw$2~H6pXQ}Wb0uVD@9@e-=^)KN>khoHiau2T(#j_!j=a!4@$WsVkgW2?2hna) z7~XFsk`x?A-;Xfhs@dRhi8zm+C-@HVRm^~6rbnxN1WYfH>ne%eaC0P$O||p0=q^%5 zV3rzjzMtE!MI`$m9GwN+wPs!*R7w;n5xGsS*m6hnuycX;;4;9VXLAgvNi0Y!Z_01| z2km*T-C)GhcmgNm7c!y&vzzc~DWy2oQ594@sg-|VB1i6$jg5_3Jy?_xJ8_%NqZh(r zX_z^7Vya}3`OBwIsup7AY_#O=6T-)KZ%DT?z4bQmU=#rEoK(HVYNJf_M5B3QUO!W& z(Q6^~N&-}+il+ll57_7x%e;H}^1zrW%AATmcXxLL3fya&jjU2Zc$M{O))-P$4xu?t zK-qrW1G}eb4YXPoUh;Sj)cZO0w8|Zoa@CBD*PvA+xpXuX+)bp93r+lNGaJq)6_LS0 zZ94Q#pr>uhMw6)3oT9-AM7Mulx0vZ9c=|TQLU1;R58U?5noqj#8;~L+eojqF-^WLu zv^=S>GkJI`@K1fuC8^|8p9&ty!`xL$ zQ6boaZXuw6Paab2=RFs;8sWv*b%d6bg6S>x#9m2?9xIm~pL^}LqZCM-XegLdlVldr zi34|VHYA~IBmoFSthT@Vs%Gda{&$f#hKWfju9(d?Ipi;p>M_LTs$GPR{0uGL*zsAE zA$7NJkOHJ|tXixq_7q3}5eYFu9bV%hdwz%Etd8^ixi?p~+KLSQ2-NnZ816~I4XUQ5 zrpIBEG5d3A_~s{L`S;?*mXQhK}?QF6Bvo-0KOi;HW^ z7B68$>na`HyC>;RRzkwQKg;}dwYB6i*ivz1;h?j-ggK(YG)B8**pcZDS;1x~x>SpG zn6Vvgm%#GcgkGv^yDWm4GiShPmiUG^`im?)JP&ROZ{My54btV?NXs(z-=CNs(9YHm ze8s!mbGS$tgX5A`ugjM&my_OWhJ+A#$5cs{$fQ4mQud*nS3WvBaN|GT9)?vM3oPMo zyJ8&AJ>J{X!-#`~a~$TKOz4P#1FqZ4|LODRt25*nzWpk1=X>I3G0ulfVQN z(_KkB(VDp-FN76lFG)%K7!O-P2-4+M1ThJTYebK(`PqU0(j?Ltffz+N`12(^dZepq zcIc4mw{AK=#Du}I&(bOukKav_I)~OK@%9Br#}D?Q-!XP z658^MsJHk4IN`^jgjB(@CzN?05X5^473=ZO&)Yqi6y`?`#1K5h9O{l6-~drdQHUZR zq19;|7lsEI5|Doi1w*CdI1-3%9uyCv_ydC|$mA5N4gn~bL87L9{LNS22z-+G524CQ z#KHrRw(s1zZJ?Mi0Jp+}^c7eT;x^Y~la#pS3@?7vkDD5@(*NvK=&y+y9s4OmXFs=8 zcF`0!Mh7&+#uLMSuJ^eu13F$8x#{ z=U~LHd@$`JK2b>B#a*-aYQtecY{2nj;p}xNae7&cyV!vy%ee7|g)n^|}@+clzd9oP~$s3QBw( zP=N#GFRiIz`kUz#o>8EZ+=z~mm51jV{t|S&q~v5;9R0-d1V9EVyYA(UwWLpRa&lrp zGmArHBN{g}=Y(?%ZR7Egvk!1OK}^XE(jUggE6KZsN1J4tG{5Ag{|f;A{|5;DU$8fR z{r?*IHl#zY?KI{acQXnONauV0%IZ108?zb%*Q@FEnMd;Uom#Vxj60j@6zk@%(pTtg>9AZ09{V9*D6#n54u5Vbev+a&As(RFUCf+C0wFxmpv6ohH z+lwuF=ElHo0b2sMTLryMC5rfw{LA<3D;V}5!&ae{be&O!^WUNx;;QvOkV+}H2l zHx;zPAex1f(`1<(KeYgyLL$q@UX=i=%ojkOG76M9BEhNxjJq5QpOEr!bMOzW*}tX! zq~PVvbB?{FXJ=df6+ca>$2QLm9nqgX{n5YY4SdtSOFLH=XP!H_AopQv|ybH~+ zB8z6*N@^uWwlsLA59VaPc(E4W^7`#tB|NvprXDD1hL$ZGo_18JBs3PJ7bT+$1xMI~ zG}FgTL_FQxj-phz`!YU0jvhS-=MagN#vNGw%XA!^N#d=JT;J_bE^j(hTT??UgTR)A z^V#7T^G$N_1&^L{jg_=nj?MQnu;DJ;%&sZiV1k^$fkxBlJRy{(*N;dt!YEzT36fDH z`Rvzp1;3k;Mv@)tTej=pb^?+0cDU>64Y~OEd>*k zV<6S3#CH*$W)RH7VCo4P!72%RmTLI|z!Ed?_p zq)FRGR77MSm@j0$ffNbwf5^NG3T-k01!5f%Q;?4~l29LC@clyhOHlUAUW^YNfdOwv zJlOQ|U&;XNa4Co(-v(JXKg^TJ?f@SU988L*PNnPJs2C6hu>mFXL9AeaPvr7}$4^44 zOl#Vq04C-zs9_NnQwOJT%#K!q&>Gb-svd^riz%l7up{)FWEz9{Ch-Kzw84hwPyPxc zF&s(6Yy#5`cnlcR$?Xos+99D$5f6xjA{Zox2bnRtaVT$L%|%CYWiahSQwCgPIrs;# z!po@inrgC!lgTSw;4P_iio}c)8nZ+bIS6kRPoLgG{E&gU0pui6zsD&rwtzoOhN%SZ z#4sErG@@%m5eH#oxZ+&$8x*jP{q>trift4Sput8+L~3w=L<~9&O0@gADc1nMcA{Q@ zR@xuhTM+bF)~ul?`}fd6Wz@h#8;HGzyS||z9CsI^wvRAu!qG|sk2KqqFCnq86D_deF*G=O&m6F{@**G4fh4Kmpyp^z}xNooDnSY54-DcNn3o)|mjf}Jd43?%z< z+#DBCF-Cu4fvq+JmOB%Hk7hu}7o36ZsO6a=n~(}H3BIO8TZlSud1l|NO_Jd%r7^-k zyK&2whi@NCp`_a=FK?0dJ8s9x&}1)=!L@O0E&fV+=s1nb$cQNp8+w{b?*Wi9Fo?VV z_&t>HjQH=zL)zleOxUkk>g(&zw+kOgUkK4qU|1O*6}1WFzxn`=q_t|E4Mt}y$P*xg zWTG3bS#LrK0A{@m%Z448^7)@8hvO%0KJ@N*j=9D04Lf%1_zIo7^sh8S&`+#aNS*$q zDZ958Xq+S@ILt+oPVu=3_uxenu*ubI!=>oZnCaZ!%(R%(Nf zu}kN^Ng37VKy+W{u*W+6s`z;E656gr*oJuIu3x>HpXgrFW{qwvQ)CGkE}qj)8|I*t zBh_^Ua}xF^WvOm?PaO2z56{mg>Z5rCI-MYRW9*|64E!(w&C2>~ zM6`-wrxE0*^fwh)xcFo>Q_NDGG+%CnZ3EVPkW=76a{f?CR7{|=)dLOU!~!a^uQ2>N zp3i@cpOc+kwH}2pa6=-R!5U{_XQxH)uC@V8cGNN5!0;MO7n?18Lr`s8>xW?VC>#QN zZy{IHP^Kvw(NDlIPdU{7A(-IkCtE*-;0ic9V1=9hEWr*R2h53U=+l={if0GJ-hxsh zD~|+T;zL4WqOiq9fQXR9+hGImPn2YxnpmNz)Ro+%flX?p zK}R7&D|3>}Y`!QMv^j!svju|TtMTwvb6^9rf&Uveq&0ATN#B*yh~bk2X&jE{V;?97 zvr5n)v8Si!RN)RQa44mR@5*2Iu2KYdq@^(j(;x92i+9f!Z$<^om|Zv){0MUq$?T7C zp=Tja7|~1W|B@Llyq~KR@9MEq+>5WMy$tK*=8mYv9EWap&1wD6nDbJpJ5D*!9HeHaV*wai)On>Tc02eNZNZmy%q(g65Y4urMDHBRUjDHtT4`3(U4Vj&xm< zpswEyF^@hE6DqfIXwE*So*Dq#rzxY#@W$2pj2g^dE)%4A=u9Sztd`fxj$co{mzn91 zqGNkd$j5J6d zkIk*C;PUmjUbwIZjTarI90zK(+}Di!vnUe_-_ND4vSMJSRn)!Pv4D+1e8(`xgw@`w zjM^Y{BHhHH=MYXbW%P@RojdpA({{BYSfez$E8zSQ-dx~5ej>JJpuDbB5&Q~boS}9Y zWPr@cXnFLOsm{Fdm?@}z#&J{BTFZcA7PoL2WF5C6#l&8SGWwsJ8M7(FG&#Z-3I=H{ z8evAA8?`v2L$Zwo&n3*eBCJj133$(0b@(u9F`b=9i{xdVdW#!R%*_L2l~63gs}G6Yg=UcIIOw>s|VSl&VjlKLEq8e)ntG zchO8TwhTM)WSn#tO0F_64~@^nq1x&~#lE@$Xh%eUh-L^M{l#v-U(b4+k06==hyXd8`Wk7v9>H4y8%aZNoK;{MfYUCbvGg+H1F-v(^T-7 zV8p4iA3NELtw7>IVY+<#8L9!GQXf<2x9@@y18L7{-I2>u&@5juv2a(`1i_rN$C$q_ z!%;-X#B@!vCX`oU18`{02FyNQfvytL;4VOdL~+BA5_0H79GV{4U#-r^rGbj#6epCN z$KXNc+BQYvY1EJ`s=+6(=oh0FfIFmC-}`%|49?}Bp6S)KwK|gT3@{@@jz@y8a0u}R zgXLJ%?e@RkI$~Xpf3;@qXJr-D_Oj$={^N2$Z>35V9V8K#IHy3 z;e010IO2^pxpQc5tKXvFzD8=^*>j*;Vlzt6pS31ALuGj5ee-CN5f~9-9Z&r-%-m=- zKq^Y_o5a1_elvF&541fdzspDf~g5zK8Vd-=UvpS`; zLZkwPCD&qt;4IS^0y{TB7ALfqH{bDOJpkGF@I8|kpiuhGj|Q4<=sjwLUL0+^vCVI> zly!U1ZxP>U7tvoYS1Is8m#9gaRfzg_QTVoQT?wD$aM}uxzW5IFCgv1Q)N7zf%x&@l z`eFQK7vlGvbgn?}k(_Z$&Uc~EC-xyfQK{xFiPXQ-el5?rkNWOfW;GGOx!;0n1a;Y9 zhaQ`5Y`nRP#Z2%3`~$7qE`dSAlk4NH87F(#%fiqwc}gzh4LWSW_{aF0W{>j19DtG} zLtz@54e_DNmAVRWAU7*le*m?q*zUEdnl2Uu0UJEh1S-esP6e=-EB)SKrIHcub_bX^ zff#SU-qXkin+D{=AMRvhec1V4!XKL$Kc@yfcpwIjgm9|X-YZ5JOm@cmF0eL$>tVO# zVou?&c2D3ntPS8tayP4rT(c{Eu?1`F3bx$aS#L@duLe=|C#UJidBC*H-w%MA>a(cl zN7D)l3VM=F0NntyJ*NAGD%@Yw07OG=mNdQ5L%=MW==efDXuDukDlqEq=(rscgX87x zr~1HjN5>ds+j!F)s7-{}2x;+cybV(4i~A5t-!NKM)qgS;6p<^k4f3OMq>TW zQ!MS?zs$SOA7bjI7`Q_NzsWX6Gxgc2GlwIyJL&x}y6A7p6Fu?W^J`ZZ|K1BV1_td+ zMpW10$mf1}iDaPOm%2hco>+lv01B1eDq@TPeGMb^nK=xa_4+PniQOIWBpXF+C1qqHtB|baoUMqTNy|aQ zg1g(iIs1rsw3h;^X<|nw9kq#{TJskT76gJ5bmInR10G&unT@G-P<2E+6*oDK&c2O4 z1z{`_YJ-wennuqJj0ji`=o<@=i;RRINCZ|4=daWYW2!UM!=3#`LyfUxYSAbIP+6;J zW`j9!uLXcn6i-imG$2dR9YeTwoJas}{5NiC2hQ1+IjV=GX8bRyJ$nv08D;S?x`BgD zgs+Zw!3`_xu4ci0Q@1(Zj*^9r4Dgl7AYqB3iPfl4K;CD@Off{bFe;mIS8rbwgd6~aYOyPTe$E;$|# z_8`eRZNT}2R^jlbsk&{rDwQa1E&+RkP79uKxMO59^*T8)-ey+a+-wpN8WLhubDvw2 zpsDRchHGLpjlUV*xC3ibHGdmy@{N*Vq~OJ8Uyu58IUyl}i(CqXrF-oHpsr0e4{C-( z(Fm#6=hMGZpZxLJAVS`;D?qy!tIVa?jV_(5jUdHOk>R75>S`G&X$1xBZZY%f}w=9!2w>fcw`?*0B zVT2(vk?Q6JM0ojM{c#F}Az2q9-slqQAsIVza-P(6_wH!MVY(g!wAE=}bc>zLAXdQv zgRVs?UE&Im&*shX1CdJkw;BweNrzf+P^tvfCSAYy$8llJtXMi0tw0%;_EG zMjIM$&MW+$VDp*n7mls5Pb!Sl$^dspqy7r5i0HNK>}=~;dUH%vHHtj}_g$ZAGu8tu zkR;U7DOHO{&9s?vL%u}u;=pg2$e{H6KiZY_)o3P& z@%8Z*@a#Y-Z!&!k<1R==Skv~1Zr)5nxd>8L)M8>Wa>#P_UI3MPL6jWLKq7)lkn_8L z@?(Hm`_PXcq(S@+o(ON@h?te^@is?PH*wp=okMG*q2MUbO($ zl*IcT#V&)!K-$vjCY_v}Hw_}t@I_|@r{%*4d5`~^9A!Ry*xA!Vi%Ce)rP=C*k>C<%RpI#(?9E=nZ=jv3IT+o9DJEJC?gM8l9=0HBXb zx02x2D9cDL3NRIDR-v*9>9MOvZ`2L&IBVdi@h4#56{U)pE?^=i7$Z}#^M$S+2%`E- zL~EP?TN{iiFN5Gj*b#WR51E<ki-F-fRE0*V?~d zYu2!q>Uo~e=kvY~*L_{rZ9ZrA?7$n{brw42nz@+r7%-dmbFrT|anp^9IH<^3Et>IA zOi=hGQp2f_S*Ap+W>ock)F1mt|JVWQhs!&SQ90laFPo|oKU?e7)}0#7b!mXidseCa z#T|9{XU~?DGaxvLPH8$PfALoJOxV@EBy;EW&^c+3XBLNzw4PBsx#mEO)BNTCPQ9s8 z4|z7Wy$U?~9O&KRN?B4;BC>owxXXM#gH8O&Fl&vN^u)O8)G^1GZVi6Fe9WutS%U`Y z@oaJSb$+c)8mSO05xQ0J(G*$g0pS2vPp`M zGx2D3xa#rBzf*3%1Ns?Ww9-N>w&De(Y#{TrSmzO^lmDP9GDYg0lf6 zIpSi@y4-0IaX&x3-8;i4>2jWjhW>tn%9F}EGVB88lH7`dqTK_BI1S5Va4b@w8qI&e zMDp8qELe9SBJNnzxjvZ2vsB@Sa6^L!1rdflEojn9Yyxcd0@kHvX**wTV-+y*7Tt%| zQZI_oM+^mS@Vhi8wKeAfu*yjLdROJ!0|yVr7itXh8DJ8na@W&T2Q{Zr>)5-ut%E~f zSl|A3<@9`&R*xnYwjZ1oQPs&0;>e8U)<=j0yw@m8Tk|^O!gj|y_s8q2zd}-4M%9gd zQTVnf3!h71g`mdUS(dpC9&8+a^XJC*ku}NidM-9q#=oKJ8+TU6*Wvx6w4SVIzaoRaO0H zy!N~*$hVqR0t91|`QVE<%c+ciOjLV~(K1$TJ2$K}*07zw^`+Gt*@}e&o@w-%0=LgY zSFKzbcntTGdb{t1mAR_pE>~}6)P`kSlOW)jtl*UBHC>FAVm71vSb}Msb0k;~-W!j$`|@(0JHzsm%QKa`1kVhyn4MWY?4`S*wxjhEZF|Z8e&DwMvHz(v65QgQ@=e%33^2dTd$LNz&V*6zqkg9}yED?j z`3!j03^z6Uhv`huFtD>ONc~YSZs#-|=d^@7vijG-;e@4AnHQ1?kMvBo$v*;7Gi-=W zSpq@`vYRi@{M;(5PAL}6>kXj5mY?y{ox|=&f4BptZI{tSUFWemwdjs|M#yWZ<^7}} zwHRmMIQ7OoVzd8)FvAtZbl19dp*=63xOLue)e|M)+E>-{v_#we2y;@_X7Vz-*p8|4=M+Fa1@_KNmH)$04(vBreHq#P( zMh4V2Y)@C)p&jrTC4kAjnL4xJr(q`^zj|EU!?KVIU!1C}?&N*xrgh!YCU3mQqprxj zJFpwz%J&JC%l?8f*=-dt7E9V!rQckdNU?oN|(e2X?b_8+Th^AC0qpOM$PZHl(k^2SuDbSdO< z;V^_9@|s?6nw_a`f9wGv_cY^}jI$tJCvO7sX3f9mm%fNsmQeFp7>$@t2H=Xc3NH6a%a&ys*``nIMY_#w1`t%^lZ;q zBcuC^n=Qtx);ISX{mSzufL*<^YV7XN%y;QKw{83F*g3c2sI!~a+j2khRX5B%8L(}e z+16HF>fkwHs}@|_)~$o{mG7vgGuqO;yqJpL^_C_ZOEjKh?z^A~k+k861AVv~f~l3S z0r|OJPI8=VX142|9x5-CX&F2a zjVjaule3J_L)QB|%vqUC)l9H4ZkahZQ2yn`Yn+LCt4+N(@!L0@jMD7OaM+pVb`?)0 zdW;@<3|j=3c6q4Z@&*0 zI3p{|(*DVu#tDy_2w;;yjIO)W&fQCJT>7)OfjM}9R)uWhqS(3p4n8+yj+mmP{$;b@ z2k0tT&)rXfhST| zK?7mw$c_qn^Z51`DN&gi-&*x=cV`cBQw;6m2(B; z-J?t8;cr(@E04cZucg$M&9u6aa~t>)_u{*F$2eKkfV?kFGj`#A zyb*`3V$$TI;Gx~OZ@cx)o9(#OyJ*^h9WF^Vb4wK$kYN(^c- z;xMa?y!g_mDB?FBM)s(+mo|qmDSQ#g?1stVhS4p2mryQ~$8}X!RtASxmD&#}3Qeo> zxVyulT~z)b_gf{Fuy$^YsG(y==)7kJ1r0+0M{z0zVvIX;&_Fz4*zu;l4o|(VIV_`AUPk5mWHG6 zg9i`I+OUg>AyYj9T^3#}ezXz9UWKIwqrID(Jj7a-fPa;|Wsv=23;LnHMr*%-*XK@z5S=mymor^QDN{g^E6AgB+9 z?r`Qil!~-3ki7@$=$Ixp zOg^$Q#_VB(gYDD_k?!G5V-s#g$~+4=(|!3k7!BC@+BR{qxQ^q`1!jiOXGUL^|pOFQtc} zN2Ml2-%es#wr^JGpP^JKONS2&&Dz4Sp|dEnsqAF$Lb4G;AoZ&JhVyft*HM4#{*8Ug z5W4Elq7uTwTmN+fC2(O%BA+xcc>Ath!^dt!MkCy>up8&2F0Cer8$5NR;mg4dB%J5Q z2c-2$GKN`I5B{W1>K00i~Z^x@1m)gk3H-T?Ts{m;8P=Q(x+(B2do8QICp(i@*^ zWk?etX7*Nc!G0ZK3-)Iln>NzLMR$PW7}5NG^Lx^g~*1O(+feNtKBN&D!U-T4%VvPTO+ zQ_2(5ca+HLNxjy9o=bg9+0-Y0miGmAeNtnq7izOKR9ATTAUE;moq99L=abir^V=4q z-U`3mQj%Hc{y_uSVvdK#v{-usg@{9IT-Le$==h z=HTj$OhOE29hZp#=MWQ)Y4=|fk>_z^3_}uCi19)+H48Je);n@R54_-F^Xp{v^PQMC7Z~G$YJ4S;yxHTe6F|C>oRg{sM9|Dwl5T0aZ z15mE}fg=z9{<}9LZ&3|tR=tQJPyfL?XV|{+GK{vPzjWy{=JT=3?_aiY_TECa5g%YE zDbvDIX6y$~l|6eLi$VJON%z+Psk0qQS$Mo|jvU#zel9+>wq5vJglim}r;9uE7@R=! z0}3{#2=ag3KO2vO8l6mn0+I>@48kNWJN)je=MY)t!c!K?IYN#jR({Zyt_+!S>l@H6 z5szXxCSn6KG^bL)A0_(x&0+x!vEK4NfIZQAjUq|ZoWKzS8X(gb3=hY6{ zsF2!;!$H^mm&W1MC+k9GLP*)tS3?7ZiqJnR+{t-oqp%yKlg0~7-w5y=u( z1l0pB6hC5WJDI}Utl&F&BTXYeX*^;~!LU+q7ea15#SPQ>S4CbgWQ%1_`IAOHYT~Jdr-^k!bx*v+FPa_bN#u z>=poAGw$KPwH3!h%^qmz>G76os;jE2aVfIeKGZU5+gl@gN=whJyvdmC-#YmW*q73s z!8pUP(d>nu#NsK)GV`E=Lx78*(~Nqd+B=Z?5MO{c3O*}=GhxX%tM)?1rUV%P;atHv z9|%T!^;()-+_+|>@bZyoj~L}vqz`pZahZ~}m;R_gqS+3cTi6(KN|1~g*uljS^Xbti zHyr9NKT(EiRjyx*Uoo37$%7rl0st?WsO{^mJjwmvZ|K*z?=CXc{!?Ra09b5 z`}5$~08b6MU)Fjb9}d@3%uP#4I18Gny++MnQF)fWS#T~hu%*8?r^Py=SRXVVDZM%z z`z3#r$dCWmtIrcx+c)>|q9lBd;m606E!n{+D*#n)_t#NtDv-$8CA(@xg#sIV-C@z9ciUI!Wd7=l^77@1`7ZPcXWkfrFR>8otJddr_VXLgXIgKf zK|XO(Yjs*z4a0oiUooS)U+FEjEtzTQvVqw_;4zZrPZ5VdywMLz65ey~MGR9)S92}s z5w2+0mmtOvi5QSKj-%q_MX!kK{9gN+U$hf@3xL>(tc`2&0`~!;IQvOVcr<^7N395GTuN zOmw$ZkA3-SMQ?yf9L|*MXV~JG0?hm|+@S&g15G^vSk|2p;p3Y%M5s1NB4GFKpFOIm zX(8zmM&+U;2Y;~lGRUU3YOg32Ak;9_T34-Gw}HzA+j0~=|KS2ONK9HbELSdO@^p4v-#jBKDIE%>7wS-ar?x_$KMbTW{ZrjPt?(4%R(J- zboF0o&rRm4Oet@$u%=-C!3IjHyUy8sK5PeqEhG1-PtyI?OkSdBJQ~Nn&|&W zitVe2s@e@37Oz*_W&o2EB~ZS@$QELfOL%j0=BxpxF?^mFH_+J6g!%kW0r&J)q&G$# zyA6u3;@WBon`x6aawwKPd2&@2b@eRP+4h#AmOK;d`B2P3;24cQ>2_ccU<0*btLYq!-~ElEKH{fk>~b%47CoU4 zGZm4xVBz-<-&yu_BY6m{V>6vpDW_OxY&9hdL*Ri?7#?{l`5d)rK`)`XbTZFs1Ug~6 ztk{0#pl1c~lKKbTRr#2*405PJG%JWN>JBnk^p}fi2J#(A7a;4PcyKk>^+%Jzg%v|9 zFe*aTRo>n8!akVpGY6nDG+`S%5n%z63$KQeJlnMHvL>vJf{GAvD+L%X$CvEhlc{&) zeWNjcLoXVyw*`1qMVxT;rnTBtAi|Csc#)r>Fz+)<(1s(ftd0s6n8LO|N6umCinPY z=N$DC@e~bAFNM%w`8XJ>s1OdM8WEEcB5o&K02b`0oq5N^N*3?D{`c?C6tb!peA70 zhVnJ?*>Aw{)Nh07tcOQhXpiD1GPn)4t)>;xs(|HLaeoNRY}leZm#`lIo@k}jS&Baf zZfbdC+}sNv9?dYboQA`5ir7Dq8i+YUajNz~EVXT30m z>_5TD>}_M?KrOBI99pDrD=&C{X|``v8!DYI^T0oK(`gL!>fjowfgtT!_WSR@Uj>)~ zNl7?u26RWO`!g=>EA8Qab9KAHBPQiVz}4s6viXm~w`X+S=~Jgf)XSta>)#(^Dd9vW z)M_O6?dqrVKtR>&=+4E^jtkiB9D%sgrFXSEZ(Qo6kPAh0?_Rx6y9|7!Srl!iW z$*V_?V;=oCwU{4yg~S>BlWBVL<$yC_=sWY~+S=KP8$VrRUJ=7&O{i7_qdI=xYg5a+ z@(G6Z-Pd{*UIDJT=1zHxK*C*jmIV5un%1TqLjO~`nFTot1+v~@R?cv_PD5nV^X;G* zwfz1!8ICGEVn|7E!XZzdIYA#`MTWk9(bJs5CqmKvda*(QO}n-EDCVkAVQiP_P;Y(3 zCW4QN&mh=;;^Q*2dB^VEs=gg2Hs3CZM3eF+`Ez#HMEF6WKw#b194Yl=7lea5h( zisCXYtoSPe0A6zwU%GR*33a;TM}i{JT6?&DU;kn=SFz&$EQRaFtlGBP@~K>UeJV%x z0hxV&7wja)!kfN!j(yg|?ge{F_4c2*9bXj!AU)%0)FnnC7xEs()Y58KJgJ3qoBuR} zK=ut;GI_5z?@g;hMl1Pa%i8~9-C$Y3U_z@x_;tPxx`jnIXhj7w3Tv|LhVD(u$ZN0Y zYY_=JFM1EaW)gL3PP%>gaD0USO7V!_w;YinevLro{ zR73ahzTb#z(Edi$+?sVY$WO&a-Y~h%#8uO$EMy~R;G2tdW7PUXzfNTL;ge?O*w;yG zStmC#DK8DSP`u0>mKZZ4=Y)S{&GK7CUFE7;eHdj^Ywcs|JEMq&RF6`C_S%6ggw@7n z52n{%A67hjM7&X2z?d?}>xm~d9N#WBX%VAckcMp)wNXPQFuHifB1f4UJ7++G4L%f4|SR z&eK9O@7yU!mG*Ry&XHe2*GQq(ZFcftC7&w`J!}={gDY7j8$4o#a$jrf-08+m(HqXm zA`b>pwu?%@0cY5SR_qB*W~h&Yzm}GkVdzjDoj-tFL_U;!J;Z}ah3$(fk#J&Nd2MPe z>z;R!xWzlcbzMtidH;;k0wUuS4o&?F%c;9P<*nRRss3QL8aLl+)+#h8y&OW5laps; zR<5os?BSh%d?V#4XD+mOZ)K;o1>^cA5i>UV`ub)!f{51O&p96^QwPp~NmNgrowbh2 z60aCI-PjPfbilJz?K7+TWV+iPX>|;Kb#Zkdx_MKuUwzvnu=1l7Xk?(xseS$OKR8is*P{%~AOnLQ3pv zC%yrf3J=|L%#oDM*BdYj22I>4seK^LFE>u@90>e8z}F7v!o3b{-MY1p1HA<(0!Bdc z(h=%0M64ipu>9>_a~eotE!~b(LAQ*R9VT~$gf-JsQ9=Zd)o3Vw( zZ~J!d+NDqXxf>Zusboew2=oMcfIZ#Vr6}jh_I?W;_?}UmOiE@zg6OWiCF1tG|82x+ zGwwi4LbRCWavt+~w3%pS75wHtK5cp(nFSA@_(@2rD-^(p13Arx_>vQ7YaXIp%h8yy$A#ZPk896{xvmM)dH&Jo}?F`gycM%g; zMzt0B(=b%YPk2Y?*p(3asH$ownAkvYV){`@m_Jh>DrOaSUQ4g`s;IxYRk5yhZmJ3m z)>ktibex@BFAvA;zyEW|ScH~yY2(JxY19d;qK}2|phgP1Ul9JM{?tsF8L1jsuqn5` zsx;yTeTCRLl?=&%+YcGNW1QP1_D=H#WPE^$-1cGu6MfB^%b@3frp+F^;F?l$>R@?z zRz10;T#yPFUbAk>ly;1zY{Q%6=EW@gbo%Epi0Xa>araKk?B8mdc}@``DHN2gKo7mF z0z~9MpT)h2ydS%sVa{fZ9sxy$5=kog%c+E_OfyTI-|B~!@>yYBkM z0c1!kZpJEjbuN?s`E(8;nvI?cX{!cek-X}{#Xp)`W5%6Nx9A@_n88lX3^N6Rphi7- z-X{5b3TTQ?F-A~Gmm{5O_l7vH6dcuLb5<0Cyq(lqeHb z8z137*YnVgA|aY86l|fHccpFjhM3nvyzZs1I9%dA@jx?eRM0E>iD6a`(b!!-I_c-1 zPZjB#v{r{3KBAE^s3dxBwg8&C%axDu2dd44cZFOZJ)8clZ_qp-a9 zOmW7n3~+_$-Pqn|z{D@wbx_HawQ<`geWqAT6RXliU2z$2#%o8fF!=4IFZncX(0}05 zSE~2}@xcYewWa4r%+>WUw1{~Han=jd z-xt_8k6tV#rCYEr5YXOPrhp)HIbn9n94vp8#V8;;v-zE zvuWx7X%PPj{*{y3?f=y;zV(Mb{O|v_RnLbHGG)sDZBqX~@S+hd9dCvA`C+P8yX6YL OW=x$qC1LVBpZ^6lV~M~3 diff --git a/tutorials/W2D3_ExtremesandVariability/static/W2D3_Tutorial4_Solution_c4127f14_2.png b/tutorials/W2D3_ExtremesandVariability/static/W2D3_Tutorial4_Solution_c4127f14_2.png index 106e93c2eac7ad32c5e57b302517f9e96e634d30..00914e5c0cb16b4e40343f3fcf858a096b23f3a1 100644 GIT binary patch literal 115024 zcmd43cRbg7_&)w_p9-CdL>UzoLLo_3+bAL{vm!Ff%F5`pP7*Q`DMhlgvPTIiqinJw znb{J;?|ORUd_LdDZ~Xh~ug;0rc)srEeP8!=UH9|e8Tpg6YnaziC=^;5>0?S1%1Sy4 zWx4ZTEAfB+@+y;}ETK?jjvZFE3+`*OwNqAUD;%<|_-pm8W*_N?&xOLHMnB6@maLEb zxc%9Nzt?U*ept%7nt^Mro9lCS_Wh&sUDEtZxy3_|E?>HBdS>Q>=efdD>^JoLIVPM# ziVO#W9eFjT{aj?>uM}1K#jEGJ{r~FXtoaioohf!h7iqT$pE?~Rtdetm zLO(%0X4bSJxtJ@?KDRXJK(t|b2)9~Xu;q`E$i{T5=p(n+;7`TO^b}if!~8qCx|f&s zQJB8qe^x&~zE(TKx;Qf4KKI{$|H_{D5i~i``P3&k(|+Wo^X#BmAc16d;;g&r(C zwzlKe#S3e8)tr8nXX}sBAfuTjE)H5FA!%tMDMpniwj3}|_L%tn`_=V{VYhqtzI=Ic z(q_D0o9Rwye9ok-TD(rRr{v5dzHjrHu8=f|sGp5F3+dB1FBgo5oy6FL^r zs+U5WC9bFO>14h7`8Cy~JVbmAEv-ttPIgSEVOelwvCl5aU%gA`uOq;E|H9@w_1gp< zk93xswB$HN>11cDVdOJqk+k~ZF6+Ddf>V}7`-$p!-Iin%S*6RDU&#jW#ddXFmbn-H zcGuJE7j4Z`&6{F0nHad0r6c5@cn1Wix#_N*zq;2@LR;&4dLGqNH*VYzW*a=zzMr!@ z=t@q4|H_$}8D?SAx@DcsJZt!Lb7GhT4Z@5zEv)p&3y}}sH}Pudi}%+jMTm)sc|Qp{ za7D+a>+{=wtA(XJx2)js&TD^uTRai9`8b(&F3Dh>ll;h!(%7PH+qPvmOpBO3Y$Gy&}Y@}TBinz!9`;}PhO3p3w_s%=0xK;mRkq1i>>(shcBF*YXMb^)B&ZO_#w=dGU>GS8$%B8t>L(h$? zUOnuorCwd?$54&t6{Gw+v>6udcQ_)o(k&lj&E5LHu4XqQYoep0Q`7$H)hl|*ftmE? z=H^Ie?KjNSK$0?Ev3&XE+Bj|F>L|Z=`S~fP^#UDbPrml4OZgwO@VeLW;bFeR_3{2D zdP#l(fr|e9)F*ZwRepJj>1Sj5*$9QFs*y_JB_7N4&(W_6RL2&LDPrW;IW;uGr=6ic z&P@FUDThx%2jYi+l$u0k5L%xiah@IdAMCSDzDAFtO)2c5{ z(AwMCsk2?FPwWUSPj~T%kB^u2-xJ7JPrbO;*ycN-$OI;1J=Mq*O1aL{^o)##*Y;3m zrN|4H1fHd37J4lavfrfU=u<(*U#7hl=g*(d_&&d2H9{BOEk7M7P%vp%5hl}vD8F}) zQg_tCt2leIC%UG+<5Pgi?96m=87&=M&A0r!v7U~jT@ORP%-{WX48mpED!OE*kdETH?G>t#o+o~ohE;83Eji>`;97&VdK4F5~Mkb(5Wfv@9(#? zNcd^cQxhAFHxuc5?44}YDUbZ1`{m0Q?=a*|uHCz(tE1J_Oig2iuQbPSoqgF=6RYVR zhQwxs2;o+VQckQrC3oS%h2fDAACB91?tHARt=$$+O&YGFwjCcCs$g ziwPVD2YPy<^75ou#O%)4^w#X(wrzgFHsniF?&PErA%UUV!GYjBB`m9Q{YW0=e>6dtvPx<-zeIgX4du{U%EA^O1HRci7jNAJc za7F7wl-i=czbF+;7BGdY@*&Ib|Dx`M>N-yp^zEipZ2s?`(yhC_H4wtlYVlE4on_4X zjeQZPhc>wi9a*>}d%^Y{J4i`%w!^w*b@Y~5e42*s!50+tGIV z*Vik;?d9U*!49Kc7nHauMh_Mr*Nuir;Mm$tdtNi~C_caCzvtX@yj2iZPUFP_<{3QG z;xd~pG5g0VC;`dR2$_gm{q-}MNJ`kM#V@cf*?HO_d#G@Wu%5ZO`D00!oDk8uEpSKM3yf62xZIa)vF!Gs?}2Tis*ud zda9#Mev|}ST71(x&Mw&Q@@@WGnZ{^ms$zjtm`29O)vjKBot2e^$H`M%M1gge8s0&`c@WNil2{e+N{gbqP`}V3R6`s=}V)cE}lwiu@Ppl{n5!b|3 z6UHo%F`HdxowU=gzJ0Gu30@3JuL9Gi43+roUyn;4-M@eTN7<9;=g0438@VPuTL^|k zFT9_eSwphosZ;Kyztb$*s}e8C;X7a5xv(5kn=Hn9RQ6wK*82ACn{fN|AFm(ke}JH_%l9o($Z&8OQ|0b`SfyG@Igx}D?u(M zis53E>s#JjwXWvR#E4nppFe++NkK*tM#Ka!0(h@`SdMeL*N1MGKJxVRRE<#&-G1Ed z5#CF1F~|iX8F*A*>E=4m#jnQe^Eb#h#9k@$So{KEH8JO2+`6?qC}ALHN**gNz_s4h z-SxkJ&zYGtdBAe0X43BW;5Ub#DYd6gEoa}+daaup1X4RMC8!J84W4J<*U{>&iLLzb za7U@fa`t7fH{ZGNh-K+HO?CB0cnJ=f(9qD~v9bLJ*Uv|fzV<>|#s64rQe029W)9?3 zMxKo*@mRvXaq$}o5R4e9@KnN~KfN>Aq?RwKo${e|A*fwx_Hb|<6La%bN#4YcIu zHakz5p@4m$|L;~ik(XmNQ){{_Bg_glQ_W*%|8z?33}5PXZZV%SNs|hG?dRj~J3mxM zsZ=8WboBHXD+y2nS1d;F4H{;l-NmJzPwm=P^J-@(1D27i1parG_hB+V-loTWdDQq~ z)f0}~Udt$q3SV+(@#|1(;W=>5>nl3#&ret9D6S51XeDGBhs?t%yFv8} zC|K-KP*Bj!^ngpWLFwZt)!4^b+1VssHvadW{zbtGVp$@!DbHc&LZt`XhD#KgtOD3PU%ZWV6qPB_Dbg7s{t3Q1B#445g2rK7EQ5zT?1w z1IRW1<3~1bJ!pAscCt3tv=Hr6^7*$*8Frt^!}gb2xQR$3`rhg|?L)^;oM>=YK*I{u zc7Th4!m;?>x9;Ay?Jz!LE$($musK?df4=GrN-nyaS6wR$6vDCN!K zqpmuaV(fQk9hmS|u1aci%Sb~ zz1OXRG#4}a^Z&ely?0__LdN^Z(W4!`y(X61=K{lZ)Nu2iJ)7>=@1wARyl!q>j?)x3q6W3c%W`3Lq?qdy^zH(d8VdgC z=m-as@u{h)3E$C6^uHfTyZY@P^nOqEFTDjGRi?r~sh-8h_v8{4)nE~|{#qh}e+G|EgB9@%W}I78cAhPJ&%0s^T@b8!rMSZh zX=W$qQrDA)`v{6Vb|T4T);Zju+77K*54IeLa-N=y%(!;!*sbR4Bd4eTjFcCb zC8+Ol=zL-;gv-zmJg}V@zBJbL{NHuMrp|=A z2gTx08=`CnnuYZ^Wqm*QH)Zq=k)<-M>HJS26(8Z5$H|COHG(Yd3fe<^&hC00*D zLV{a2C+p(Hi`JuEicQ&$YIiPlMaSnTeeIN zpdqp0d4Wc-yDIYR@bGZrAzOfzD8(0d#)c4`RY`{B93yS*?bWX@9KC((mb5pwYRoHO z6;b_9+ZXm9(`nRKW}(Z^aO1D;x%i@!ZTI9Uau<4R-@NK2PkMzB7LpD^QnuuxHF1ijrN=yKibP~;R7rR@~yL-ecUFM?L9X%7*1{FtA=qdwh!#I+i|(ac4zEMU8aJ z@G%Q8Wo(bWMMi`uHD%baIcU#a&^5-qHSY$YK*lVF+6wj~k)@|w$SG2o*a~iJ6mkBO zhSk61)EILv>8?ZsE?d*?<@I+{j?1H(Dx{JUOw zN`P8pJaBZSSLB(kA~&#J8lFj)KD`9|6B|8PE;*YuCc?*8<}lL!Jx=ravDM(?cB|B8 zqhkUb8UEZ!ePjLOe0+S&=&9v{MM4cj>R@rl8i&4tfv3+q)6&vj z;nNT_&(VzeVH%T3?E)~=PS{)1S1X)HlqwHF0NMW3pxtNS)n zTK~rKvv1%2&LNmbEskEYyr`(Ce?Mzy1|EC(*RL8>ET8QD{NEE3;gbicuT<6pI8uw$ zPnMh1IPyyUbx|KyljhQ)ue&?2t@BcONK^m*im43h@0=@$)6N_vY*%~X1Cp9ifelG& zwv7?Fx)fWrM(;qX@9e`y$pbrg7G9`zdh~zGm`N)z@@aj(&!2O7`uca=ElMTY--Asu zZdZuiyYJQ%FJ~;QYd}E2mjkcy9WOw*{YXNNw!~wgbyz$C=egbm>M5QWzEdUh_ddkSm#7t04am3 zZSPm316D+DD%>tPJ?b;xVO$l%70>)X5pnw1OExh@4<9~6<%Hxut|W!1yHV;yfS1=Z^QMgMt}icy+p+wWuP@}2r1S$<-2ey^ zHD)(4+##&Fa{4T~W;!+rQ>VrkCq3!4ZBds*alJ&Vh*N>jdu!w6yn)I_Kk~$fu~Xw% zs!$ksnD<=bdxIE|$n(Ir$Pf+i%nz##z>CTKevE8v@t{NNvTNUBzg9&ku=Te4^J+!` z1{dob0PnV9?IvH}wC{0f-rfHFS6bi-x+!J>{eQ=XdgF8Xz$%|~mZWY0rnlalaze&c zyMq$4>_?1?y*WQ3-~j3Kv^M4MrAa!fe+(MNmpKfI1{>*kEFm+~(OWeG3!sr?@Sw>A zQF0btlA5)3GDqZ@&?AHf1wLfhvLzb()C4>c;>4eWOE>3wLyAcNNcXY481Sr00RJ`v zo*4)}@+&ApHdDXMVs)}Lpkbuun1cr<%^5fYeumixVi~|~CNk@pnYnd!b?;{J%{_mf zACFp9=+RZZPHfuR+9?L5%pjm21=CPUj#>=<+fy4K@8#vCED2t~0p0Z3#Lmvrpa^Ux zP09BP^2mq;OXBHXcG&>In`EQF$VyAwwPqn*f#b4q=!uL_vTjOV0Lvxx8#lfH@V|_g zVwQBy`sbg2N<5ZRUS5pezN<1p@8r+sY)vdhK*2>B%jW88704Z;=x5#JmdP-STzw{N z-uMcMx=#ElucolgK(jW=iREP@>X$e#yl&k((ui*nHa!C-7aTa{r5*~#A*9i3{f&`O zW{@6LkTjysMtDG+`J-Md?lAfaNh<=CeK!yQnqn11v@eu_P+3B(fMPxzVAIv)jzNbJlHs02W!t&IyUgcld-Tk&>@OrHV;BmTL0({GmoE8vMM zR3hq~q+VJ9k^$4okRAeH9vdP&BE;e2dwojlpT!GBYUMg>_J_fI#i~^kg^h)1{%|o2#CeKqzV@(M%Pns_tLCbvBIeG4E2%JAcEV67J75`e9c_vY(fqMC6Lwydyrcx?B9c- z6!x17Etu3DwG3+`l^FFe27PzgoX?=gI*tB{iE;6X#avum%s@{8DFtvijea@V11cLW zDZ8Gf;34YrP`oywLk96AhJEQ-L7}iNTl{reMn*=`450XWg(j#h5G#~LX;orbA3ws+Z2IqK{#misn7|&Ta5u}&vRHh&C_qkwqNT2TZl9i~fLoOTBO;K|dJ&jW zTIq@P78LeR|9z_BCx=q;%VuC=KX}(g{Y8xjI&{(okeDH9Lr0^`EG`4xrOkJsD!fAX z{z@)@4~@|NLmMcq5{pZ@8M4Z^yKFtsh97buNEP_AN4?QppO#-qNxQqSnsg(@yPkF- zBc(Dy$qGbnGy-JLlUztRdD|qW`UD?r-uKR+z`ato!&nK*zVtr}*XTBHOtY9A z%wOl@j<2O1pEc~Z`W}T+yzp*P8IQ&66Y;Q*^sgh?6SACz?Jvrp)WWk$A3&9=#e)Xw zU&p0-DkD6}1=by%=T%&-_d)DK9powgjs7DJRpXHtu=0k*3s^x`Ap9*BrSvyo-hQz8 zNHG+p#fLO9?yd;$sfzSLn`BnFY8`6~6hKf!6fdR4s|ecmH!7mO5!F#}21-V6rGlhi z!Nq-Gf!V_s^N;~{e#*syH66u1MWVk7w_NFxoSj$~zJ#I=s7?KBRN?03=^*82QcJRb zHJCgWvDi+2f_;%(k@|5Kq{7eoq?4%DKKIwQXs>W}U!>r>-?g-~pdWBODb+Nu;+?dF zF7Gt;GnGhLVf$1UNU_D*3K>;!1SNpc zzD&@KKW`Aw4aI0tk>W~(u>py^-u==i|I=tlRFSAj7LYbsSQ)!lpy8vA-lcQ9e?N%{ z5^4qnb0QQ;IV_OMdCLG76Z?H^uenV%51fJvGh)n#sU)_C?ZSdFW|a|8;llz&hO_S^B7oIVgc<;K0iC`=IMFh5Hlt3*uob)=XGIo z&)3xWIo2r$N;NL

1JzBt9dw`y?`tX<-Oq&_PeKvaVV)0f6puR|;mOeuJ z2Kb?ZZ9+b9@B$4lwaF3!9)Ta!76xzzXipy>*i~>LuYA~!$VcO3f^hj{aDBAvi}BYt zv8eSF`Gx$(zV=_3Q9kkK#$b2Ux!dA;NAJ+=!w1e|TKK^FONgro#nezxHN{v3tikC` z_X|)Z|5JXvicdcgRoS@n6r@Y7wAYX>w}X_Md*B7-M{4IA)O6xn0_Bu=sj{u$KB8{l z+|Mx0M=gE^`vZMjy}Q%w^f)0^NuVssKI|K(ez$w>H){}rY#`^o5f_)wl-3eB zW2mXcb+kIkP{EH^Q*}-%ogO_4$%PWUm4`0)Go+9G)?H_ae2<3DD-mP{8lOnjSPc?V z=n%t|b^pJ~#qL4*xm&p=y+ZeGQ1WP-nwlD^KEc5Sduj6f{+6c4=G%7kP8T{LRZ~;b z#1X=&tlqfu6@V{SMn4d2^^241(0+*4AH=3%7Bp~gb{r5tx5r=E&}HlYVN(c=Uq^j2 z%5Sze+?E^g!FxW3-rU5mW6F}GzK0NmYv^}BGpUX1MrH^8B^Uv@-lnsRW$fqI@f)?- z=!rn;6S&l?KJ#ZnB~I($@ngrj&{Gm03S1LpDZv^#4Hxg~9uuD1JW`?!Z_I*#WRw#w z9w%=nu$SCjuh2b#ix&SB4ZBenn5~A_7j8m(2t)rD2?4m~Afai|DlUtkf@?ujZkesE z?P-7+!dswmv~JB?f-YJX>8oY}nsbF415d@T(z#o@TH6kPmq{^i(%{b;{0Df$99oFf z%0kuS@~r@J+&WolXaIL`B?zfQ6x7o4{v`@NG(1430sw=9vtJ?2rdKty7CdPxNt#Y# zh!pV1g2h?Cf7^kpI|GxJcNlKi16vl|*TjG4QKg;O0rSSsr0syzCg%-7U=#+Go}Z~L z*M9rIr?|R%GOUt64<@>%A`j>dTP0bOS^C~rM)F?RyxtoE*v(<=>u&@p*68qu&;q=) z9L4CMkj&pmNL>HDH<}urAK2U4+D3;z@nd1QEabieUH&_8e<_7^1-h@gG>aEwX|QL2 zo`g*eE2d60^gzb&KDa;x4(0dXCZtCsy5gE5G`9|y&F2E-d`@bMv!+Q+OafE1a-_FG zdB~GKMr1;}zh_$VshpV>P$y`X8G9gFnX)Sl$ub}_YKlr9?|1Cl57&*kxB>sMxr+t2 zK*Xb#Gb}Fm|H%9=UVzU)j3u*1jLud$UB4bv1dWu`qJu7jt%rLpK-4O~Ium+VX9P@q zDywdWwG4bQGKy5IU8^0Q@Qdq`Wu}E>{}HC~-mVaWbJ+!-;mYFyE7q@H&*e}CtzI9uPCI6){$jk{fs%(j7aDY(xn0 z-f-nq@P^r7TUccvn|z)8J@eBO?Cn|W(*LN!Is05)<2ZZxJ7S=lMShBOrW)@Oqp-Ik z;WUxSQ5L!W`>IWUV?ENJYsoFJS5?qqfG_Q-{H^S+gG-q<|t|^;Xz7&qbi!Qwk$G_d%)&TDLqir zIcs(3`IO7~f8E?w`D$(6Jbg`~jc(Rjh20 z1T9<7#AGyY1I!cKbpLpZ)A$pj0mH8K;bOvNSP&e3)f<+2tfYLnrEbxB49PP2@|W$v zL#L4(s{l4_zP(#f@cunvsEt2AyD|CeXEYew9=JM%%g4sYQ|*Hx0`(3-BRe}fiLe(g zcso6BCH#>H*$Gup<&Eh%;x_&9=`LU`;N~vnXjNV`<-Iqoi0UJL&B8*_k6XpGEC4kR zy`c{W1VFyy@l)lF8^Ns#A1_}v_hCFL0R@tFAdw$@!~O9YK7yGzgyZYpX17BedboOr zAc4n$PQR;Tg-uhVhmiB*(-x)mp4TTS0vp_J(io$D)U+c~IS=Z>Xx3{1q8JV5_-7OI z`ow~{+*h2R-@fnc+;6#7Wmt83khLEPKTM%)z1POROe6X7LudipWZ)mEG>Oml*PrJ= zVH2!b7SFVCqu$vQuluO9K+%17cjfcvpAk3Ii3iL^V2BM)Vq+YpU&T~{I=Ua2ytkb+ z!qN}7U+c`7Gcv;1+Xc8 zJxKTW!5Ad^dtyI8TPS(8jI0ap-HpD~n*-Fx16Fa-`U#XdV!h(v+P?h=7F_k%v18u$ zsPENY+m6O~LcO+u@+)hH?JlSE~Ag(w-U9&>SsU1Im&cSij4)~HdL~VL};e3s& z2$$p8yO&TdXJOq%pA`W=ZY+G4q*uW9=itJw)Iig)%*AdH;sjcbsvIXrShn$~y@7@y zim>+(aSKcvv57*#%Ro=dDTCx$0d&AJ970W<^Z>9ZG)Bn$!tM6M-@kyFR3;Lf_Yz7X zHx*X1!`mcFI^!>mV9~mu$gAKoNbG=5rwjs z7Lcz5nr<>g-Y1eSIt1Oro$E%=^&FKa3fXYoo=r+^KtV*v=F>`hhA#{TNDW2z41h-E z4_dLM^KE3}WAupGe}+Gi=qQ+)$?6MqBm(K`y0=J@*Bf z(Oc}PKdfnNY!rfG3l6IXOo4wy1R*ye5id)6v4p}}{ostz*x%jiuj^$h7Az>PH`CJ7 zyFmncA&motMPMrgf|?!N-S#}3Wn*}$u57|Xg9sU`h5m;Qs%I2DnKj_|Tu<6ue3E?8 zi{81SkE46xf!QCRVE5vSehlD$TCa!~>NxQ#dGcs?ozhfiQm2h+i1qu@hjW2SsW_vh z6-<1#*dkqEh)7Q+7MIrbp7-8PRfU&AucfOUWDh&Cu<~ZVo+n(`A2jmN5~fauDC4j| zJVSj61W`XI&H9E{F(FFnK7aT{m90TMPZoNdup1zd;JQ6+^`j)ggNWz6ns2J`5<3|g zg`Fv`G&?xIZrIPtC0?oW@s>;O*?De3>?QfNpA9N=&c*T3(JBx?vWPvV<66ndPDk2m zj#=3LJoS6l?B3ElGCF~sAuDGW+;W4PFY4)4hs!Ze111Z%!=i#xsS1|twCqZXv|nzG z3=dl}uj2m5jsT@EhAcs!mM<)@Cvo#2xkg2UPY8t?!oBc*klQX;S7n2QYU z9fNeUdwmO?t#l~Jsjs}W#6C!(9hBtYd6!rp)g1oYPZM35Q!}dCNP|CmJ?npeWQou$PoZeqq@LiNg)vC2x*xVvKCa4RZ}u`X%O39)aasz5%|vgnwR!)Fc!HUjUY*=W{o7J+)`vQi!6Kf+Sn|wLhOY*q1rq61O-LSU2 zN#Z}e@Ts()?uFZLcgT*nv18j{e}DO2>;ndxulM(K^cto7=8-71__)+&2RWduwk;H< zzo~3Q9#bP=0px|xZ_K`$7FwZ$CprRVd3JIxqey!{-x20j9{$89{8n06=YW}9RqIhM zN7kawPsb`^MgDbnuL8&$gSy@YS;2dQjvB5zvP&#logJ0}#&W;8PRoA32 zIMdsBh!1dr__r|P@#*W=L*mVw7EJ1Srf5*lBpH;N=8W!^fyhveL`=#dDcAa&D?;rn z8a%_k2K1HNKliWt)1vfkjYp}!Ot`(p-+&N9?M1z4Zi!+N!`9a_D*#&&DJ5_rM4=f5 z*KSE1l4QhX{Bdo(ZY^Ab*5FcEB(AGFj`vsN{jI@@&1OHGb)mgq@SIFl47R?7ka}^& zk(Kid-QKfyc4?1=&7$CDt#ijTf-Zgq4z9ijw3L_WcG4O{IrJHoGZVqb!*{+2Tk|tq zx!?Te_i!VN*9e8|ss2n+m?OR4wRT55t%1Ga6)Z@vAm3Wrmt=>-JD+@|MFL9oF|@lC zn4RLR-}D!OG{7XWh#84rjz=fwlf$D9tc`JFS_0ixk@JE&ug@O_XRE`&Jy@zj*?U|+ zE!o07*)T(&gF}3vjW7GNLexlzFYn#>wH&WeR`n7A+z}P%T4|oXo-h+ zt0zF$`3ulc>_PAY^o)jvxjZ8CQxC38kar0@?FJtr+>Z9+3t9|iuq^mKQk(q$=KndR zs39qvvBlh_%;!P4!Bd%ur`D!#_HdNmUnT>%_Gl%|=4UWl?S{|E$Yz2*9r67Vs{NIm zi4$b7qu`<<;J{HqcAI$`(c>DdScK7-qj$&0#;VB;A=}N}aMNT^a+`Q}+u^Cs5qgC^ zG#`cZG@o1hzbrWX_Ma7m03*Wz!-Ip;(Vrx|A3fSUJ)S#TU6-I|18dvaq}I0!H?c+s z2#vc7tVS}^`1p7&0bz;yF!$oE7%a|d95^B>@^!{OwNL4ZZ8+mU9JUH~Pkf51NES)M z3s`=?8aEvlyl>-zrE+Tr8mu*c{q-61fM$hq7`Om9>zQl*nSkhr5-P5=$ZRQ+-M9W% zr&!YoV}TPNe|FZHo(tC0&?#Y(d}dpCY7RT)ZAGV)0qbw6IvBf@3;8Q^KCGm8SR4B! z4=?NPvA|mg_-Xvn-ia+NyB zJRWhIu3&d$jjR^w9(&-sQohi)trdL_8B)RASS0#S6R;74px!|SgDGfJu_>MbqiDb) zB7A5KMPK|&YPijguvv*+Pt=1(vkHz!HOsAO*rnol+S04%xM;(K#9W2%P;Ulk^^ku0@$7=lO( zin_o-2%1aoY-2gc9?QgcT;e1L2M#1R|*Hv6w}*4k(_ z1qk}8uq%DX3`3XQ)p_T%l*R-II&yttsW!L{NKRk`5!cVXB&}WC|;Eg7T z_|H-(eFESV^erELs~8>+<4XA%u#(TbV(oPJGjXMG58stcx43xd`cqL+2^UU$3~({~ zXx|bG&EADu$a(MgC1S(P;Oe0JPHq|aJT8u-*fCl)4KY(IhGMw+_91W$n zoRG7feIps6zbtYhH+<=(twFS&rK4@FA>ir=fUkkOkua(w z|6uZ|*v>l-a9K}Uh98D|fPgG}2M5x22}BBNhWoKe2YA*=KK-O?{3}v9j)8|pV0Q!; zUc+`khZuz)3mSUB*ThlmAlTtpuq_q|?Lc5%UnG*wpZbD{}pP%svkfUb48V0LB3R@fT>Tbx{3$IWjew?CtH5 zV&%z`8`s1b;kwLJOquthF4Hz1*A1KV_#ePoiQJ(A(C|1V?<` z+5AT&HTUR?ZB8OK7FToe9ec<~2I4MeaBz^LbAVwD_P-hi*s4=Z)X1plTdtwq^SLh4 zPs<3rmmX@&t*ISLr8M@^ba!nqD!tnM%@cbS2e#16EV^TLrGDoKp#K6ckUmT@rWuaENe#+g|T+~{!X{uA)N^VJh zSX8`BoH@4qXy?Uiu2p0N8=R+ipY~-kDUQhe@IjiWEyy^k;5~@@)@K71c_mx+*6;#N zx+DEm$f2mUIT^{CO@-f>+rT}!x=}--;fHtnT~OWH*N`HIrL6{vwT2=PWHsLW50D+c zDiBDi>~a)zGD(I+0UQ*PpVakOpZC#5^dnp)EXHFpO3& zEK?@cEr3H@@sNe)^LGpgPP)!29y-X~p+xLZ3YT^GcAHU1uaE|Y)2|xzI2s^-uX3un zHdqHaGG7jsB>e5oRneF@1hu}GrYX(hC>c>nw<_){pgKPVZoz$ad2VFPLJ>oj=MZ0> zy(PlkUmYrjZLtX@a+K~eRYZTg^x?B?O|X48ssS&Ga@pIx4$ zheU~eg_o6yTMt;o=KT9`{@r!8Sl$@UBj8Q25j#Jm-n@IB3IJObVVXSw&_wu4bgArm z8BG3m?d>g$4Uz*txT+mAqxMS;w+=MKyf<>Y30<-WO)_!j5c86>chkGp^v)161WV}t zPnDG;p|#o9ClW)Pew`x&qjxU60+s}~t3H{%{y&3%t5kw*xLJF6tgakd$8!6O2UYsX zzF%7s>RahgQxopr6{jI{Lv7r==x}#p3OOU%HU(}5=`gU zSV|>oYqw(N0R2_um6jaB(LBy-&d#Re-6Z!|i%R!~J%tlF3Lexo>lCsM8vP`fi|Cz)HDwN6-)9t;uh(I3m70uMv zI4GTAT{mOTrW;wjJMz!{4KAtg=-qBHE`)Qv6U*nGvh^5jo-wYj6!asd z23f=$i5^q0Y3grEqI=MVipSq72G;(3YCGa5Mz6Rt;U+fd@%MeP$a)rHKpA{ruk2hdWMsQ(JD# z`8*;Ogp%*&!6&12>FP-E^uZM&vRR&oiyctKX%@z>9$f^JYz*bzyW$zxMv^@CGOm+} zUMXjoS}!>eC}+I)R8-Ab%MQKsVRW;Fb2p;gB^EWE>qEyOQP#P`ouvt1HayC%-y3td z%{FuX4B{%5c4%(fuHv*mL1?h7v&;Ge$9x)hJz9z}B@|vV3SMf5qOFd6QGDCicNxo+O8B@bTbc^%i^?l*g{9^w=?g*sk}ejjdYZIbr%s)Uiqpdk5F=xN zJQp>zHHej5iMa}&4~13*n1kRA`Hui|YI4zcrN8a^Szg@1zn_Uyyy--u`qrRzf!>h? zhauAtuLbEM`kUToI&Hc0q=R}M0eht#$}Euyh)c^m3`#075qX1{gZm_}SnD8P?93U_ z^tUtiw)~O54gqj*jQ3%UPn9OOwW3}UR)V;lneJ@+OxtzdhrsGsjfC;GW z3p$rb5Xju%j>*)umbP}O#|lc>4s4gvz~m{%;(t>mBb0VUekt-+P%JVy>VIC=;%`XU zSddr~#9=!_vay z3ruqyYHGFmxqJSioRhyEoNRjs4Vd-#l_@JX6}c?W8@e{+hHV!M@0Xz{fPH|U=pp(Y zawo!?fVYK@+GjNPVk=xko^P(S#F2SOU|WrBhZGF|nQ0qcg&U5raDWJeCoZ+4nh^6m z5IC2StcpWyt*l-kf*j?|eP34jt7aMI3Vk?t%wb5gTi1k()~o;2Ig7z+HC-9mMuXi7 zA!3MFAIu}LPKqfgDC{?HR7ayygS1f9AyjN25h+raHBgWcZiMq^y#yw-gcHlDOw?yhs`<0x@lCo9(q5 zY^C>GIa`HuUI^n4lZ4NO%?^kTw%@!|)uMGXY|NEw`Lmv(!t53k(?T7sM6+H(z9wgn zf3iWEP^7_d_}faeaOceMJNaC+t!L=?>9F-UyIl_K?{7%yUDhet^`nS*NCA#`WRRUc zgGsO4O+6mOj-GVwaIjgU73{48tuhAx)+5;Yf~AjSC0}_d6zZ1jl;!((khT0bH&oql z4@p`3kgL~E=-cB)DAoGnd@z)PV;|0&fMUH)Y!(+#zY>=Px*R);_q64_Fa)fwOWu`0 z1A{DNy2k>S+#nO?-3xBwb5he?L+9PEb=sksCzt;BgQ`QvxOKjM8*+8rs4axc{gKKPpq6nI>00?lU>y6P3fAo+c`~?R@^X11GOpO|{4w zeDW{t--@GBNOr)a*KtSoO}o!X;S3Rfj$Rk)E0L)_iJ9MekTJN6(=obg4A@dUGqa8o zs8hmX)SCv*y3M=(T=*%g$nMQtx?FcpEMtBDt>7?1DYgh&K;ofY*rGMOcR@1_eKu)^ zq}#ub`VNvqLqiU|v8kizd3GLTq^A!9>?|%Q_!h)Mah;$!D*7in`IjEo_CWp;~dx!b+oh0=#NtwuNL6TAiX6yizl9q6HWh2Q$=r|QIh`{x^%X2H~|^ZzQxMttw- z|9n|W_F&ep_%osZjQs|(uL0EdDT&m{&Io&N`3(`)kZF4*u{KD^$QuR-AWx3&d%My; zQ9JW)qM;EZuM#r|m@b^2Ktwb$ktUwXCwqTVwq;cvKkc44rLo%ZnW^x{PP=Jas}KnE z_yTC-QY7Bk3btdtKhEj0ANJCaehyR8rv(N;5LN%Xen*U?dm3gy$RGtHD|toNJ^jcO zgqkKJl7ju;zJ-ETBgK}mdp_?^$OPs3?o{@po4M#BUp%SQ607uypEEv-?!hXtHFvM5 zaLAC9fQgoEGLYkLlX4X_q98VO3;u4vkv%}wu$Z4Eo?#%im(ZKI(J~Nu5ZYBN4=oJi zI`$n5L5|cIbxrmYG?d3IdZU4@E6OXe4}vM#yN`(?^5}x}Nk%ynNpJJuB*|S@WFm_< zN19sQ^HcvIwWly!p_%0}_H2#c60lZl)~-DZ+pp=5;6t|Zz_o9hrRwqFFL{hJt_0r1 zVF~yQ@z|Vg&unibZ`ibHr=+B$3^`&6=Z2h?pMw{6UPP`4kvtzf|fF}i$Yr86O7_Jl!$ z@NkkGgMjln9!B-zD2j8$l1Rz`@YDQ^0{M&%zxo2dm(N8n#gQ0G&`kHH)aq2CnnsZ! z07zC_+iQ*+P4B9BTVH(YwRHJ4KW1l+j@?~|T@8Ut1&581SWMuOgAf}6mf*Zq9Ax{R z=Il)3%_3&juv)MByCi5%&50k$uw;G;7qw3fg=*_cn*iFlWnce5Kl8u7i>(P zJF*EIZX$;&08g3=swQ7n6rcF+17`r4cPo36)WjbP#7fRg@@8Nfe_v1#39#J&8<9;( zQPD}#?qZ6DxCG8BSz`u764{A4C;IOE5JPA3)o(|@>&u~E5C9wWXven0q5`_0^)hUl zXM!7Nl-d<5D$UY7mk7`@CM^rQgUN4jST6xP3^OXuBkY934`Y4_B*acqs9~=nl@mH- zG$2?sdXXA?d?lCGRnvIN6fRl}Wyb-C7^934x&TH>0Ac>#31|<-0Juhf`sY3%Qz^Lf zYUtYNa8JQ$L^Kl-ovtet$%Pf~YSHtt9t=ORBP{irT*p@>X7;niXL#rYlF&04A(MKC zq4JV(DZ*(tr4ut8lpY(LnI)ryb3u~P&~l96&MII_;k1{N-9sxe@qJ@vZQuVnMe5Ku z?zdrH2I|C-W#sAi=@qIM;r%0E2P&?ttbC7Y5B38`HmYsj8u+wi`F-W^O!~d4 zdSRd0Q9Uq+IlU4fmPVr)5=P&E;Z^nAzLk_f)loB}{L4lcQ@+dH++Y))qZwAy4j>b$ zxK-pH`a2CzIQ9oWPmGuEqd5u)Ehk|3zXnWuJ4%DpVD))DrA1a;>IWkOLpU-hVNB#K z%`wYB;(j%%@sbT2!lskLR;xhhm9|in>HN;iWixrahjkA_T-R@R*PG;y$XM#0KVw;c zM>z7V=D;yMyJ2|}?)1c9BB+ORYzItg`a)|>o3ql#L~!6m>XjDfE-UJ%Zb83KV8EQX z*a$lg;VNLyyL4f|oD%pY(5#|rvcmg7_}2jMkaB-HE)`P zJu_Sep4xSzbYC(<+enFH=O+VTdLYG}^UHt94*si84O<8{=Pc0-eYV zHF`+Fu(L`E-Nf!fevIK^#XzS#m4gYa!`7$*FZD#k;+=sQ#(zi%Sshk*yoSDDiL7dBO%lIbIZr^UT(^OaCHLR z*+)2KCO*lYE|L!40+zk?Rz;SGbbtQzs)^23Gj}e8rJb?++~{ub=l2j11ou0PUM8oc z=oNVovEpYLFX;O_G)&J?)$7IC)~~-HKGQk9j`jWA0IyPhdHKM@kU8GtsyhMX*sQALR2!nh}1H8egmT1K;3_k)yQcq$J}zaOT!syyDb3I-s# zp+-3BUctbafdd;bRSAQ^7^dh5Ik(QKAFnhvGc`aQ;-WZwkrX=eu@uC|s@mTlXoCJg zhL+@z>61L*ri{Y;Bn-wx#Dzvp_y;ekOPhD-!BmY2NudZYAS%^IZ?DLPDl>dx>Y6%h?$@o_thV90CK2GC3oFh>>s( z?Y`2S)%{3pn#_$6fPx3-%*_jr5DuQ4st1adtPz20z;cLL-WU}hB5vHsw-t)}7`Fm@z2ZT|rb#p2oIy@}#R%OWbot0zh< z+_B+@G4eadFeCZnKuv9wSi-4t$PlR?=DC;T3?%!5mfv5q&RR`$-)zk69+r%sd%6!| z_+q$)rt(4 z3$Wj1T!kqsMbIU{$9Ve5x^YfBoY@hp*?#QgNfT&iM(Zm>`)5D5VA!KvY^3Dq)3cBy zf_QJdF>f-q$^oHT(~eFre0LH2G4!mg=2ZKpt2<;Ya+rtPeK`Y{E0hl(`n7!gb9qiX z9~Mn0BjSPdmFb=PXO0b*bktp!TG=_+)*7EXlgP@*t08nc?p&Dk`pnw$-Th{Y9Gsh0 zaoNl^PN}VtPUO;$`#;ZibameW_bNGO3;o>Oxf5T%E|t2&u!YlX>ICy_%pBXIAQ~Zk zsk@p%sVGpXd4os!U;0bYJomTAcA+ORvMim7_gSCH4T1JGt7OmgUo+`!mr$Ne;~ZyI zrHlVN7qV^7TnX(YR1JoXyK`r!<2j(8J6CMEk_D#y6ugX{Ab5AI4U?%3Phpe!lImSn z3_WZ_w|nfg(vSw7=U@6eap&RAa(*t0;_n!b0F9DTl+lb}BnJzkFAVB61|%YkR(_nog4f2b8sQx3Gf~p0!_~9PztU<({tIfWo)8zRkT%$xP~CK%sGL{`AxOx zdc~+pk3C& zgX1y>*a%ueLz}@r7-q(tY0*FkA8?u@ zjl{Gdw-MVOkoH%1M?1UAa2CaIukuPb*5v!lK5d`Ps?)NJj`0YZaep|nQE`9|IAL&4-&Nltx z4dCwTNR8JRvZ!cgs(6{8^xbC4YS`C{*=4&p!|rMD6qJe(u7bnL%D$MN3d6XDtoPW> zSuzy_AR48cn?pVY952P6KFMKLf*g*94*NMoW5P7UoRKO~zL$n{Wu)|riHoyLU#loV zM>Gm>uc5X<>=aCP`=Qu?ljyjC_n12q;H#;bz5+}m3ugj|SZPqF`&>_2wHMNo1N#6d zlIQ%Rn1ksbY#E@mKHPj~w3eA@k_~LXI_-XV_c*buxM*9Bkf2;E5H8{s2K>gu&MpP+ zBgOeQf3bs4`>J%8IM9e~_jch_$VnP|mzyr4*MGkzEf23wmO2hexz?GMnHi1Iok<+| zGK#^H@ZT9^wg9I2nTeDAFms}Fzx?jjYH|_QDejw5yD{j+x*oxRc+z0@36Tn#Lgoai$_HN7lr2|?Ct3bgU_VLe>4SEVoDi# z;wZ3Z4awE^sAFTau2{c6y(pBDKkYl)7zWubux5X92g5L)TIUmOmTzqem$)D1lD|CwtWT zC=ADHQRKPNz6+^o%-*B7csmmer_~)c89yC=EiLE}uCx*A7OpW5s6($_qKB^a5iCfC z#4tP{i>n;y2(h7fZ8v-)3n7DX9YoH4-fCw}hn%P1zjffT`>fpNCuZ3@LR@C-i3Ew{ zmqW%AK};m=z|m;63bG)oJox1d{yFaOCYpZlsgFj@(+8Gt`0?@3p_zC_Y+XnOdwkv> zoi{tYJ76J5j!nY)X_nJ+6$c#A2if|QPbI1{zD-TQ!#88EkqLJj9abDlxd019x{dZPN zX9e8IuE^tg3WsU;gP%%)FMU_K`p5+^tRfvFJ|vv=PkwLTbiY5lB%5Is?2zOx!hL3+FL`I@QQb|flMpkC!E)@|i*|TJ1lU>Sa5Q>B}l$0bY zGb5GA3Zd+s?4A8Pu8*GY_xs1sANTXR@2B40E z`XBC73S})*_dYi5qV*)?sr=^+Yga1&QcVXI zox+#+0R;|Dhi9%T_X3w>Evt#WDdFItSu1mch<}e&tuUOe31_%qShLHrLAok9NK5a| zyln1|r_bV!czeoneSOZW#XDDxa+kOcleL9ZxAx-k`i3gPtJ2WW)UFp^2NS68_MzoV zUtAd({(S>9TFj5tjiU&(1XumflT`J3NciOZCL7+J{}})@P0y=2AAe%uzd>V)ncXu^ zhN&BYft5hA$gd(!AAlSWcQ@woJi?g*ldlt~cP5|{mJt>D*HI0dt@ckrP&^(H2YPdn zSf_}HhzQ0nqik*d`#0onRaVGTE1zF+;bn(j%sxOB)>&S@S=qwK9YPdj=qNwSvUu8H zm5}lvE&b_nG;k#CWCullCN*l`l0@fg3F$2Ag9)RmxS|nypFjsnv2s@A(8ueC$7);^OW zb5naA!&Ei`)2U>=#MV|LQX&FZQxorLW;=oRK#bN16E~&1-cDpG_@?r}UZH?t<8Np= zRUK@BsuKHY07_<;TraBXE^hgkcW8HVCl;SiRM~Jykhax`NNWtC_lK3DNmJEt2z6^6 z7xiu-!M%7&Eq+Ou>zgD%GVIx@I^r@KGh5-a@Z>Tr!~NS#$`NbVZ5fCXx#lU-r0%|W z{IHgYQes|Ls=DWnlqrETn7*1&A>Qc`N$awSy4{ z|IZt^j|_qs{)MehZva-3MGT)EaK$6PZ7s_*g`6Vi$3$$kCJeNi_Jz4B7Fp05WvQL! zg``~S6jel>|F3`k>-8@o8(+J&c%6m-SPN-iSupLUmn)REzFIG|K|f|LCgJSSTL)FA zkI3#=L)jLdc!SoA`QJx)0iN(T3@p&+?whm;bno2L@dj6|{Ymq(pI;mX?y^uJE47}I z(D6TSWbvJaqND{!LBo==sp<27+alTBAtq=Qxro`>ObyvDkVxoI>*AV?bu%l|E&`zjdL^DDx zA9j!bK{s_qI3hq~k;;4IvmbjPpNOdc2N+LSJkl@Hnn}zoWNHvI~BvONPA!gD$jte|TPD=V^ z07;YvQd9fDlfLCL`oaUZD4+8^{pzY00@hNb2N z-#v(VOr!-2Xo^$^5UeVcEHICnM-EbW7@-F0<|1Q@0hA8cb&=lE7*OyU zmhQTz>TySAeIjlyhiakjaL$PR_j9~FEXv(oU{~Qnw&-Cmtvy&qEiCg*xgoKjnz`hF z?t^w}Z{E-{H_zkg@ir~0a)O76s;k)W6hx^zny#+jNUN&Nx_FrMY#~nU$V#_iU&=o| zqs|+MpuhNGA_CigH!PDlV79xb-6Z~llIrHT!=ZHp6(b_sCI4!=zt8SGa-4C~fb3jC z6m*AufB+%{2u}??qP-J!aZ~toP+&E?b+AOgfiVHe<{`%6i#1lw+a0l>t9^DlcfKmW z>F5hN)jxR}FKWZ9D9Tx4UEA(M^m8^u3DXcH_^J0btO{g?_GAp zX83uzZDj66f%#ttn3V2PrNlEYYJBoIMNgDORJXCynC&7iZxRL>h>0@*9f<)qx;IH8 zX7S0F1In6kAm9Q*NUGsGCb*3(N8f-Oa4;pw3Mc}Y5PW@}ys-Jz`pxri_@`yfb&uRq zj9|Lsd`6fe`bq{8m5Vte{=_04xCP-2u>>^zB=e&k=KCHUrHEkJzZfWu!XUtTskKCbrT9bN#^ya+zA z(BP#!MCJ(=D50FSpQ*iRe#u7RJL+`xtxe8b)5o0ak%BgdX%&V%1;)e~Nl`QTv*830 zNMfnMq4CJn%nfW_oBEW^KkBlkcCGrSdhGykkw-dQAi<-CAsF(4wl%@55AKtmNpGhZ zEUV9HbxO`U=8PVlVA$6DE&oSTXfN!9tFQY3`a*k$OYL2H;d$!Um+^y1-*XUO*KexL zNeu(30bsckToQ^YUcm&~+mE>XorKSvmDXZXvh)egj)Z<4LZhu38;iPWea-G^@$xEp zQ^h7Ia0IqS&$+s8rQZj)UHyv?QB$SgbRZ~0_}|JH!OD2W4=LB0 z*8_;kw~qiRLo19Rlr$0##Lbz|uZf?0PH4nW!6eHG^4w^9>{BoJH}QxXQKmX+hmF3o zS4{?0O)_frZ&<<|yo42+PPGqlQn-B)j69?dM8x9&CFOT;Fu5MZmuREw3_R4SffA%X z+%l69yXiU5>DGZa?ntW2S!9uQsjUBC|ca zM5-k8qE0@|T|W-|K|I@Iufgd>ED6d*r6Qzp1WZ zzQTZ{H3w1gQjozP^{W*4ILh<&Ci93z*=u5v!w9iNd1>~Ui^gX%%ij!OJp2V!Tqh3&qM<<+^-C&td)0>%#BSBnJ z`xNgTVVx>>PvB6{V{Z{FU0kf}9vn;tkXce)Epf8$9pnd>M$PVbT{T^5xm7+(kXJ@ z{xg%>bRZDC0Gra>Z5U|-R`#Ch-A0`>Vn$Kp@IL!X^z2@7rD@q*$@ni@p5k0b>i2(U zZg5}0lqAA8`ubA9YiWcLoc02O1=OlyvKuG?Szaf9&0Rx_;GI=gRQL#Ix5KWjH$K0a zhDoO5_4Zb%*@z=I=?g@r(2I>nm|5mR)gR8t4X~)9{>gcXy zU(=RC(WL(hKCmrpd`fYvNu{1$t)4&&&@8-V_wLz^3&(jVIx2__PH)~C-{JHwS>Qd* zmU!@DVtIDhX@h_-w7#V!ciK0>2nY&>_wk>?@=e~HS-Bih8aSog&yB3qOGfE}4cO~C zm;^T|0^&f$Dgoa`i5RBPS}$S!da6cddQDPMI%fc_3Ce4t$feRBwRmEPh&502e(4UqfV&wQq=2?3Q#h>D{|u%&K!f$8xKJb~2Z|3*&2RzDMz`!Cl$`%I$lDra7Qd z-Al(8Wt#(O?u6cxxKq0@$m5VPZL?<4Lt-5dE|ebb$5)c zabJd{PKJ@#pFA-f$Bn&!4=L&GMT%wx1=9)xD?if|Wx3fOv^ zdC7G@58?(-culf+ut+g{?iHE}NG~<9Si-B<_ELvZTz(0IP7Nj}Dt5zSQL|Tow9cRp zuTMg@Ih3^rzirRflrq07RN}Pxir?1u{hV|v3Oj-wPjJ%cwC^_y4CJ`GHFau7rFaRS zjgZHhv*)Ab^OR<`XoV}Uw5b}oq<{K#c;|wmMsAz0`sk&>*=}$f6sN()s5tK#Mo6C4 zxeD^TcACg1@zOQq(iU3h2|nEM)@SAZA%^hc%=w@|)rgEeG87CjkOA@~jY_t_DIjl; znjnXzrRC3>D482qXd$*_54~cJ@AB5BAp#FM+~nHQ*45SZCqkvuWoxXTq^WU7q*1O# z-ZNF5^RqlPLo9=Qf-_$M>3bKSM+4 zVr1BT;lFbo`p%Bv$fs*U_3}+F$0`+$E*4C0nY3z@e`u_9USiqxJN6em`1!*=#N-wg zfDaZroy-gOuDA5`kOH>)EY5BOkX3H|p9AB7JtiXHPfpo1W`sfpmkRwMa|rmjI(aai zB7csk4Bj)&U)Y*5t{}rbkdb_h?flfn70=sqnsMhv8M3pCr<2YUpf$mF{3kt(!;PQ} zVPc`a50%k}ckXZ!C<6L3V-6n59E!)YVW$LM?|sjnJHV8-(S?`i#E10{bXXLg?bx%5 zz4%ZJAMdA6pD2sgcP4;sT==!auJbFqnqc*Yc?b_XBP!Bt8l()|+UQ_kdjK%gcCGjo zkiD2e_L8KRDc)oFeCc(qM@0pR?-*cdjP?<~iP5*BNTY~!$*Y^A*y`Az|Io&37Y8pt zu^OmbE_r!j?9r5l=KEyFSq}D4-kxy1rTyO#I?c( zIb3XPk^Ql|$Y>1d%zq}ANxSw;ZsX@a)-&$vK&YAqsKOj3t9#BOJ4Io(y?O%6<+Ok6Lkx0bwZaU7 zu+4jjmWLbN>5}I&9J-i5&9;+8N5LW7f%CT&6Guw^e4}o|P*2owqUI%>2XAui)6xnn za|6G7Pu5WoVcgZ*k>9~1+2G1VxY4|sYNmDGm)(@JdCP7w_y(ktkHsD-#(k{$DXyRi z?@AaNzv>%hU|^6-yXM)3#dZ#iJcV<&K@6CgoDViWmkl!=u7S|EQU!g!5q_S=Q!xa0 zlawDG8EFF$L_ALd3<{KxEhYIdK-a>^#8fiUgQ+?Q7p3svggwSBEcRbF;h{Z(&d6ah zsbXFYFIMw{xb+NE?agbQW0O`nOb2ePdpJGT`l{>Ze=1Bo2^WL=ySu;OH@uoEy2;(q zzjibSZDnL|!r39E(XU%rTOMjeOO^5PVEV`imi}J(A>E4~%;%RaB05RGT0^~oD}`lc zw{ZS6$QwWlg{0;)v4G(T?4;{HQ9sI}cAj#yIdvmXhR43@p4QI;m6MX!==u5S?o|8H z`T}RTg%Z}3iynt@H~Pfv|66~l7Ce=zgG1`XLRo}R)=0&BASHLUAOC3l3gci%kHf^m zt+uPwJ;iAam8&2zschc3=lm+TjwPU`5$QjoBL3Or^7DDbh7A^`DBsl-*&w)`0=y!H8i)>=tQJ5HX=VyLd+W_uc4d(sb$qaL5v4ADgm1 zeNsUpZS$c8q>Ao?Y~wq0$8~H)Vk%B&VL5&A$=mOSniU@4H zX{=nj?63SXZ|)U6Yz?np{$zQe%fNQ*a{HRth9`)mM~=1da;GG}Q34iTILF6Jp1E&U zCp$CqJJxT&I~iW>}yFyt_t#pHnFmV9EA z2M&Y@t7th6t1T3y+)6~jpryipsW_4A%%ox9bhW*Dujcv1wKcz)r|0DGw=yL}Rc^->IJY{MQDt~qRNMSk*V=zTR2%eZgxrKoU&w6s@dOkb?hvYiL_)vy_z>96B_ zy?mhAcQ4!J=xm8>902kqTMNjjGrf_wmzr-y^FtbV2ZE>JXA>k@Z7whIW(RETQn8u( zmZ!hrBO}B!VDFR-XB3+~M%gm$eJb7T?d;#Jxdx7b*S>F4Jto=F*L$odMV$HOip_8J zzU#&*$Lt&tNaA79&7(W|V*dU|^M_?C&eyMNRG?-Voi-wjthUZibLx*AIg)y8J^gQB zx&FKV4jfjW@40p0RPE*uZzg91i*?x7uaAB@gZKuMr?feF>Mc2VFc-F_RVbQ5dU~&{ zo7oiS76v8-U>#;Ym$ScisiA{g%9X(~!pCBKTf+V6t>O<_(l?${t8i~LY#GtYY*#7n zF&=QMAC`^Z+VFa07c2Yj1K|nz-zuo-TJA&rSEGSI1tbeo_eC)p&dn`ca7>iXJTnfS#_eS$ zqSk|~FYbywj$%l58W6Xh8=StH09&Fjb1nEYSY@j7tv z=tWwH-OK70HFd9b)H-c)*M;T1n%|GO{JYi2qdq(;Rz5Gu$#mDr)(3lYw`Jr@`Av$7 z4}e&m9U_52y9jDPOua^eGz$w!eTWRK@*ySl4D;H9 zaT(5=Q#S3T`L=5reeuEWJ@ry61*NY1_xcwbi`roC?7AE-##lwo^GL{k9+Y4m^@T(N zmACJ>dWraYUUWPZy3c~K6xh1e{7mlG(DhT>Ge-XXQfY+G8)PPl1*0}n?%erFT|V!> z#_OB~lU*ds)Er(+*ItVsx@0F=b~7$A_sG}d{xsP=1*21KrHVz)@3IeMOFuL_*)t)C z)571op@&9VM4QZ~AcjSW9Yp@owtzlMSVw$T4+#nh=^5|!NjCXAB};wP0vB~s%^1CA z#@}4Z0d)zkF2sG}?YP>$?vA$L*9jiaKGGU$xO&Pr##WxBG3T}&twa#a)`1!Sl&HA+d0}E1GUTuD(v0nR>HB5KF;q}dzT3`3nS5;jB)*!vv5Q)vM z5FLohCf=u~OCzC*@>ZlSv|_KptUeJw&*1{*kawsPAk*2oXBEIhC)SeX| zTVIf?B>XC0V!dUcyR;_WU{yeB?AfMqK3$GH`Cg$~uJN^L$g5B>u`x&4w+` z7an@6r5`Fh*vOQ}$NgROd4vcc26c=3)SxugxqrycPV{!Jn4_kqX0Q?lBjO15Mo&NL%8X`>Z#E5HbE~!McrErhEh|p6 z@Kk8(U41G7pJ3;nuOjO@jJpn{*sSGZoxD5D=KucnzNSO@`nuXEzO2lw?Cb#2G`sih zBEz_=s;U+)g)J_QX5#ZU`Yg_4m{c%SlSps8bSoS&f*D191<+z*SycbdYTa$VwfEEn znG5p^3;lW?cm#v(XY=t{l=HC{v4hL7&bbu;twK>Ww$!ehMxG-eFCT-Phei`e9N=da zd|EqK*KgB>jTzW} zCy2H3VROYf4t_Ux_tiW+N3fcaZPKIH3Z-oXFyM~9KENl?ecVOLhU5bC1x%5oLB7wy z!ExZig&oTNV+KCSklay|WWAGdkuiInujAe5(%u6xcmuCu=zT>xx+;)FD~cH8xK;0k z7!qmuJ~YK#oXt!N$q!SY1E;`p@(R{S)8w_Y{9(7k$_ug>Q$|** zs;3%u46yAoy!x!-O8O)>Cwpk)=0jKf`e2GX4Y})IY@NgE>hJvNr4`Ljy?&VPnqTL9VUgtwe_UA_r?fFmw&RX!c(Dpl zuqYY($JL8-oV?@?0~^W7K(5u--`+TLHWGc&t6k zO4HI#-QAsQ9rnm%41NmY@B}9B2?K!shV-GhZF!sbWSm?dd;twJ2jMEig&|+hIxMP! zIJTYn;4TR=?OvG$1R@%Ugy3LOkIo!lS_5H{{>G%vB@=NSkE0^`Ody2}EIYlLSXG*c z`^?d~S0p<&O~=ghNLP$^1)gOK;Gf~cf$6XZqh{-$lotQ20Wl zb(C>dQqcAJ;`XgVe08g@I5A2nl&L;RI8{ z3O|S)jnF~5zF^02+RC|Gf{B%S;)wSk3dsL$^}`WSY|($2fzJpt@Hn9vq>ByW)a>39 zc%OEs;*}dkyqr-F%MVmeI&V+Z1R69-&vsfd6Q>3|pdX=sHraY9SrDj$6Nv(Zj6I(i z8(v0XvX;%kVBR1Mf?m0oL&#TnZT-Z`q`#}m`Rw#gKiT=#hjy8j+-qrqAhlMtE`dKP zwgVX3(*`4;EnBy4E$l!ZWP(^sZc^lrTD-3qbA2`?;saZPi)`}CD!yNNj9u??Qc;ko z|9d7Chs2ti6EN~Af!fXb3$!`+q%ZP;L9*X>j-T$Paeje$O23bte3iZaweHG=UC(Q( zE`2}()JdUZpk^NYnKh($Sb9$eJQk5UuwweG-M-WObfw=XQu_1koL+U@cVMYH$8{oe zrJ5l1un#-%mhz0cepN*#Abr4L*T5VCq4Q1fJlprIDz+R66-|><>+6)+vwZ{8hg`pe zhyy=Z3BDuHQhAe#%dv;*fh-J1gM28m9)xp7lIJ1p5BzzrGMXNqZ9F}@YAm7S{_2wt zn|vNl`n7fs67WbRMrCPt2davkN;Nx7jxz)e6e=#xa{SYEKmAhL4+JhSiuTw2WjGMc zt~n%TS9f{`k};p&^cd<*2j0*}uNk7{arjwhcOV6IbU4IM_x0MDGt=zWaV-8nz17>0 z#_{q@(6U{mf*9?~{`b1|&Ldcn2u?xYA3KP@b*=(h$^s93f0!Eer5hc4W7wg~%WvQ> zsBt+mPP+kEgZS2jm-o z5|=pyrKuRYHx0a}&D8|MZ)9;4A1Y16(V8@~T;#LtcJY1ng@7f19}?tKWpvs9ZbTL~ z`{bAy#hLK)CQ@s>2_?Haeb>x~5}}@7V(5=6<(GuCemstJb?}eESVe~QAP?vTQf5O3OWHg@w?-pB~G?c6L>AoER(_+k;hiFWkcQFS8L!K%%UPG0Utc4qH7 z?uSV}Z0ghO^R{zzG`NVrFntfH=$7nb-S`=G-dkpob~Mf~6;MDhgtC++1kJ(z5cSeg zu3o1uTW|!LJ;~VBd%2*%JlN{URpo}dN970p7ZjL$J=0Ev8gq%T?V>KP_*T*AvK-73 zy2&GX9l8t5g1k_+V^yYhQF_8f_Z*)$9rsPvJS=;uImK>QA#G@dt<|~X=fZla_1i?3 zVnpW=kf)#%HJABbw3LfZpP~6DsV$WEr)4qL;G=v%dWo z8`LRwj_qSf$YysDuC=q0-ZZO5#P@iw&Y6p8h(l6Klkk~Btus_?H*ei~O}g354;{9j zEQCcxZzFrb^;fKO5)3QSlZoKtS_*=%uKlJgK4UR#Ts{bw7%pg<>qcF=( z1+X6d2A!}Y=>0klbqTpffZkr#mx`CaavL3fXV{_7d7sVSqT;f~acU&x=idHr-P;>M zu|*C#q<1A2{m>hkAgOor@W{sAmFEY_!OftXOEV@pD`{};QEytMiRj<8uGB=pB=Ubd zz(f-U#v7O7Ou-2~g5g}*&*ehpTT67#%nAWvtqKDq@OS@T?aI-u+c{fH z2k|^eq%e#TZH%Nd30|Z!u7iZ`_yk}Xb8k^M^!_2?Mnxr_qI&o+nXGMsd_l^Ta0h^h z;rf}6#G#W0ut$?X{a@L5z4r*3EVmfqFM8?;R8k|J>a))4tt8gnO@36={sKz;^$PHLZu*pys03 z`FSSJ*Gp$X=lhJzKS32SvIkIN=%7VWQXr#T^ky_YeO(g{$K?zRxt`@TyX|^B~Tf0XHtgbrHE%N_#{zQ9&6ETV(iz?I*ED{?pb1fRT+L z_-bFeQZQw<6qCqGQAGUAbWBjcXB1Lw*8V7fFSQxXe z!e4CTT~(30_nCE{72LPC>$=mCb-xLD%qGomD}eKMnu|o)+j$u-D-EL>)zu_A8A{m=wH}FVt-P%3ow7+$e9SxjY1PUtml?}sSEi0T8@?Fh3l1s z(;v6A2!Rk|FJ=H01nTQ5ytc6lz+M8~VBp+!cKm$>csDULqgs8)Ljur$UVG`+JnHN; zgDq)3n%@o_Il@H29F86^E_U|k_%qdhNg^)+O|bG%eiz4N--~7z+QaYA z9fGSPcc8B1xb1y66dGhM+IAe!(q{SDbrZ&S83I=xc3;ZMW`56?&YX@%;mw2Wq5ad><_Q{=qa z=Fx!9!~NO`?*Lr!m-nEkKy_K$Ano1evkjTetMrv?cHG(ZkG{#Nu$CGlDMriULY+kt zERqOmhw?N7VM^~~43k`Lz{w|VAH|BC@9HKn(65Q6=J@RP+zAW}q${Zb2g$bx$1g>T z5?-m0UH)`9wsbHw5F()?M5!Fgf159W%RVD**bhifzcNZy#ORpcb6MQ+^cHI7kX`pk z>uU8`a;DTdy4z`@^K6q>h#wGu@H=;|#>KVR#O+2^gyzY!L%^G-gFTiuUXBgOGj!Jw zYsX(VG07<$1c^lh^Z8Ku&oT7hm2hIT&KVauuQ?mfKz~E4Sa8)N3L;!X<9#Er3j zqRUXlE(VuNLm<~T0PvojkIy?{7nNmJ<(q^|t2)*EXmn+MQ&TJ`NAYvzyw~WphR>9y zbTHiGWzAFQli9PvmdVT8ZyTu(Fuf~3MzI6FV_JkcL3=V5DGma*-_0N7(AuJ-Sck-N z8ZOdUxfD3NFT5|`vh;zG-p%D}YbcnHxj}StPtH{Yy+#fQk0NGbg~^81=eS~i_GBb` zb|7CmIe2Ap@g^ZK=_0Go@lu%ikK{jL2>*OgJhh4K0$jCX>W+J)u-+Y2Qk2C zP%&FI=?)+tvw$dy2mwCF2FV0{UY70cSE2h+gSNHQVAk2Zui%MNzV^3=znYks@s|Z? z!|mrCytXyu`6%H-9)}*X{p*`Bzv2)bf4*sZ1up%K(f4jI???%T@F~iEirFI3vb% zY|u&Xv>@}Z1%?Ywr_K;mi8WJLhJsmjTL^gr);HCkQrGggrM~voM*3tW?+=PHGWX!J z0h#889;w|w4=$ynW}i_;x(#ObxWT`|4JQ^-$UrM@`hI;15@?R^!F|j6ko7&Zkfvs_ z4o5|FUi{92(moXw8f!;Rv{@}|UqGN0rsJr`uQQ=uZn$_lUhuwO6B9t6OG7w=X!bY?df1*FQE=eaG zW(?G`C@L_Vo1RyX>6_Bkzq^9_j+_dRdcA*up`fhk5~<2mbKBeg&@Yski64gy9!t3I z&nfD2eEKgeJe*XQ1PVh6^oDzCaq0H3}9v)10iP z_1nuPBuZYLTtwf$G)<@;Sm!5rE6Kw6w`l|zs2JwpzBrNCj)fHS+ubO|g!7XvmQjv_ zyV0si(Tu(=xp*Kmwhu3HAzVstGe{KVc*7{t8aBXdM;@xA1e}xi-WI&)GF-7E+Us)$s=KCMg;=xF*G~wJp1p8ooH3<0q)X4`mV@i+MMyK zqd92ers6?OK{5ps3e2Z&Udbp6?z?`{xAwL2heHMWvy0??mD?3}f3>x>1w@OgEfc^= zZ%dvMS?xHO%5DF1ps@)iWU5vQKpmLA?80iakU;m*N;0%Tp;BP6#M-FUkmfAQwV4pV z07W_E1ghl@mUiepcE0{5FHZ>$o1{R;*zLxjyMk6OCElUfxmC&fa>+jOj4M{O;)$Li zzF_)NW`kr3df_H>!#ou_bZjX2|n`2=Q)`D9)|W5mLeoNhPo4OV~%InZA6 z41v7dRwG7jY5!4jF!sk2k~;axdQ(zYKmZG9KWv_vmUS*xv9R^j<;xKQtMOjf*&nvE z!>mxS73ClZ@llQ3x47(Ij8KX?Sx@tiR#xOuB_fg-q$=r1g z9XpVi+{2rzC`OdKEGbHEd@pXC{VdyQBN9bKy260=q44TJ=X+N|oOe66V6Xc8qWHnO zi?p0OP6P(3C1lYAtjp2#AMfqYoDtbEWtkMm0*1 zus7Eil?q$gsd1#;L4=Jp8F?`e;mncW6X{FZ&we|hCn!bH<#`kav4C`6d~=WJe?*1t z1bmLDtDB=($r&q`6A%yorv8F3tIqp)5X335Q>G_mPIrl zuE~}}SME75lFRAo_hw?rIw^>r8QDzb^m4@Ca?=Klx_yU0{zy4B}ENpfmJK?n}VRyy^CH6ZxPz&}%0QkUr z#uEEHwlP+fl>oA$UWXrF-GDfH;&7a?Wkmm%YC7yG6q=)umOagk1}mC<=-%LJne&Qe4ih zqhOHMeb|_c;8$v+|0r@|Nz>Ac4hjPB={Na*jZHgaG~{_^ggqwbq|xw>n%?B4g|RDg zIRi51Hbfdy=0h1+wKtq%9m&tc$oL4c7#JzBl*xRoPkkrLY#=5E1mFwLk&LW0q5bFH zD3`{ijCMpb&~JT-Lg3xT6Vy01{ov>oKa{;VN@-?~vcs3{4(0&d!(HM!ZP(XQQ5hzA z)Oq+Omj>R|JwK7S8j=?%;>43}j|zAojrQP!NXReWLTmgbp;Wy}c{HYrctp zY#vhobCY|MwW;?@ckkPzOon3hLo8yl4v>m#1KBzKZYc#{+$}2`MKDgPl%oUuF!{dB zyfT%*pc-i$c~llxyi~fJ#=wibCW?>is^Zci#3YRO3vQt`^bp@8Nd7Q7_|uwQ)LRVP z0OXbd-F*@jpKZD%R-#ma|@L{i%@4D~ovR==`5nh(7fEYyi!Vain<`5_$DXx{g z6=Zf2)v*-EsSv-T_Q8E6wIs8;RX)7vF-(nOr6@>|&EJsRF5@ZFVf_V1*v=*VD|F5n z7?M23$fF+$%nuk+s3HS#FlIlO2o+XU_y5YB(ygs3KZtT>%lR>$6WO}drC(2ycfY9> zP#~^Fo1&vzKLierFLot-b1o==w75R)92>zd5jxKZuSH_4inQmYt|MWAM*-7~;CQgd zbX#z*qRf8a(m6oW;zE{n$s0hUd>L3JvJLFtfyE_972qvA-N%oxv)qjPam7)kb31IgZbHGY5xeR5j;z*ay%NkX-Y%W( z$}_I72?S8S2`njrINP8*O4BujO<6QO!}Q_g6|DGOpApdhqH{keDCiBhVX9eBQ>zhC z0etzgOcSYu=ey(4Kdp)T<4s=Ks_v5AzF0Z-n0k+7b9w#}5&NQW40H9uur1!e){!}6 z+qP|vaC(J3aQQtkQ#Xvywror`VFw2G2l(DLqkJX%2mXB zf0@^duc=kPx-(%z-O2MbHip+qY&f~FKsYslV)QpC^%S9P|&}orbcZ8RF=m|EhLaTOPPZ4#g2%8R#f}7fdXh04HV{> zKwCZ-+3Fy;MWRK%hXPSE>i1Ig2`2R&Y^pDrfL<{Ov_&Pl_o5vkP&y7jXY`F<1*{jY zq1c8}*rog1S9T=BCUE{zo;g?rv1J!l#5NfjnFCEw)Sh{Jp1s9$j0MAZWs&Sf?QMZ6 z6V(wg`b5#^&tm5*H&IO&#Kq<$q$fJqd)4QBR4Xx83dQxYYj z%ZRK6ht+CT!)h0_IvmqURi&offmTE}fu|zXB4)j-Ly@lE6c+fZa|}4L^qm|crGJj%Y+D|q3^E8Z3YwUq6c@ZtXw=URE#kX74g8u2exM|=M7?$L z-uQe4zoBph)eO<8#@^ZyW+f1NG)|vLI}YRVo~(per9|3^N;-uNK;VdgL$oGq)|j)b zm>g_6diL!7CQ}^c2jG8D*0H$oU@QxMt9Z_%IE-Fx-Ulf`zsS)Om6>KCeo*}`>-FJ= z@ni|o$BQ0+4gtY`mHt{k`wLD<#+56-MJUGFAgtF`lGD>Q=jRwQV`8l|v48;QQ9Xl} zeN0lef+mYDAH>q1JJf?elAazTsMxb?ZIc=4A>J<;J^9a8PP&oVA zwFhxNZbw2Z<@{h#RzXI_XF(pWdhg2x-5}%|I{)E09vaO7zMD=5J5msjbi zvAv4EEr$uxmH2ppzIlXYDA%Br)%EkkpKbX*hT1hSu#X&xBwN59`wjynm;U;F@V3=! zijcvujwLCPoUN^F-tyiJN97s&1oI;A(UmN@8HOF;CIN2_{`E`- zPD@8zfs^ST@hav3!F5lKk=Q`dQ-}rbs@`Uml7?9p;z? zNN}vZgaL=aIcOB?QO=xgr~Rv@qTM4C_YVl)RNUwAf*b0@y#aTPjZ{`V>bjnlrJx(R z8e~TOUY4rly`ZdP10GJ;ZP)*nNa~rduK=RKXZ^l0+ZB|5I9dX5bYZ(fqEgqLvDaDL zXR|U&yreXSLUez7wJb%qp>UPQK>J8oKvp*VY*7Xa()5EqC~dWgk)bSTBmWgppHMtQCA5hw z1UZ+%M%iqu{38ou7d_+)y9YOwjaHny(Ro55Pvy(l>|_VjeIc`bk*>x8(ivO~R*Kia z@1b+*ODDat!lNIe+fO!8A2iSlx!k*-&)txM=;eC;Y!f33(vP%Alc-0~VR;t?uIIYx z$<9%a*5}bi#1H@;g;8z8Psx)rzux&Yn|1$CZvtzYln!0zP0~}KFu{p*)7d`@S(rU; z6w&Yt0zKDWr|oDGNzHC+!pzTC>F_kaov4Vd8Gs+>LTuOIN(4aR4-ps}A^c+-RJVx+ z9cKTsrhV_K{?n5i zYn?lOMuPQy*)r&^dBWvtJU9X0_?GG~--?AJ+kCZlN+Vpi8WOY+e)E;W6}dtwUuDUXIT3sc;g`~UI@TT=VL7ED)( zaUMD0LgiWM?tC^O5_tqnFo!mn2YW%Ai0FYLyEe4+Jb>qT8<5mO+rF5vG*C{k$Yi1v zioy$aJ6iS!e~d=0fzG_``UI-~Ci{?NyZIaLs*3?m3VYn(Lcon!XI^sWP4H0t8$ax` zvr{SrvmxQ{=k9iV#o7kATSN_huB)s2RdK6_6pEpZUD%qP7-auuaLV}!_5~puaQJjX z75-Crt>3lp!AiGV&O@*H#G}T!*}wQ4+XAK&F)*h=yryx!o&nk%lc?xjgci_o?Jnhx zHup!YG1s?1-lu2+cXp|wC^bQJiWMT4x#+%t@7mCRKoeN?^|fW!W`&E@5k8-v9*Wzk z3&QyfCe|R)$r>0VUdXi#h((ts{l5Qr`99iL0XP~_=ShXsy*wR4^r<-0U?$CyPfYY- z*eEXi1q6%s=@%e9cLx`vAiv^|V|Y)k1|Cn`)8 zryo}Wp+D#6@O~rSuPOBw=NH_+oenFOTx{h*;P0^NK#hj zRJIM@_rz<1SbP^pbk|W}E8x*kP=IB|1wW&S-KNm{p|MWY<=vkXiv|~K0ghv=j!e>S zG~0prc!Jzqd4_WWIZ`w^J*+T3DJgw`jw877jE7ubD?ME=OCAmq)nf!@4^f!BH!(kc z3l6VH)9K-Z;plDJuBFH~_}4w_+z$ES38$i>LWQ3DhwEux9xQyI#0zp?xq}Ank=xHo z^|)iD2>FtP4m<138Q$en()MYst(YYH5IGfjCVVsb?7Aeg@`2avP7FZ#ph*S2ixkdw z>PVulSacaF_u)gryv1un1r$=|t}l;`4ZSQt>$;k!;5k`;D?qacC<2AKJ;~Pl=v>2RQhV=Wk|{$EutQ0>=Mmh=lT7Y z{rT2jhFu1}n~zua9-tByI(Ar?5RsI_LYrtYd27+k*L>~ z8q(#|C)?c;y;s`0emJ5Ca5l2Ke5`mHs#s-YyrdEsez)4S^H9{QuWkJ)ooj>jDHl_oxj$>^ZH|@ znUVW>&FAqQd+~+dWS455IB~+C#lPX5)gh#q{d^nOuKfbzvCiSSx=8MsDTC!_EmUng z!&-@nmM3X01xtvc7N&1Q&TL1!?6N9pO{pj~>!z%`5cUzK3+Lk(FhEHX zYd0zU7Y!q?2Mag!@zR*5BxbM86JOKVZ=$D=Wi8B&X;6?JL?n*Qd-z-doMZM!2Dis< z{{V=79O@HIQ07Elj1yF^DXeoDj(hQE=M-=>7)#3!+ewJwU-o}9FYLbRPZJPPSn}P@ zI<{l)MxXODynDRp=Z-W^kAW)f+_Lt@HSo1aJ@0N7sL%6R+;xr_kySTOZazIFMYL}K zD~4n3+6d!~#5&X5Qt5=yJ-tckc%Tnp@_uIJ+&1RoRdByU9{E75F&F9Vl?u^cJk-|P zTa3n|^XLtC&~y@OxoSAYSMxCzw%o4W_FAE*bKMwOUQ@254pxVk1F zA&vS&m9wVS0X#s8n9;=MhqyZjRu}Pnhqi>v)7FeU?@MU1`B)8l0hXb5wyj`hCK5LR ze*TZWAI_yis-~H!wYAUv-J*dDI$P?}S(uqiMO`|cRip7)<>0~9psB0J;7|9|#=)xmfjksd8TSvEaKocs%l@r3Lyj(X(urbdv0m0XJ8ivhWiVc_W`L5J0iB z93Oh5TyAI>=mD)LMtWmCBy?@*f^H{jcr2?h#B;4g|IC_GUds}uz!#n6JDap6v)C+{>=?DM=3=p!BZWrx7K7ZT~fE+6e^J=5bk2cP43U`>?9smEM-QR%|!U z@?j-5Cer=_gcdZNu@OiQ(HD)W#{o>hB2f)r8t`;Q8)w}+w5tB zOV=PrTdvwt(~0GBXXj~=17+wNaKoObA?@0vB!J1bONF%Y$K{ymVWQB2j9~>UYi>uK z^G>8ZwLL+%Zf)JZeS1+Hk+cY;A68XueN)6|igJOQ?;`p~0jU;YAdlp&!v$u?u0790 z+7l!9J0tnbf9Tlyqd?Dh{}sUEX<`5h3AKU0Z!1dEC`E5DP#7ao**${#2NEPie_wTF zO{7Ekmzdby2Lz5nMYf5oS(JQq%AkS&f_xcx76Pr_BUsrXf1^Bb|09$;H+nQW3nd69 z(0)YOK_M+TJ`2+cWiu95wMmaahXV+(|DF}G@$t~SbZtDW(tP<#r~IVt7>T**Ia-@LbC-IJ-il)lwfe-IAmGUP*P3V z#QET_j}JCA4Az5J5z8m6Gu0okvBKu31RKa^UetM>X)ebaX9B$EgZ}>gt6N)(9fk>Q z;W*u!-@=g3o_V8UV>fMY9!S_=lEol$nkV+iEm49@kCB{LqVUC2T1%|uLBx;@dx~4kWO>@Tiubb{-(u$x zCT|RW(H%oWKHnU%`o0md4b;9-z;vU@1rbL+0}hFmswOOP{KKta=Urt9-#iUz)DO&S-9i+Y2EwN~JOx-vJX7CIUrp2W}S)$fev>v03v7R z&&!P7>$b&0kkc2Q>wQ%4?gr4zcUM5)chwU9;8PdKFB$Nuh(;zj4>9#D7NN1>6>7&- zKxES=*nUBiChF9@#2g;Le`c&d+y-2&fVL0`>q$W%Bb8w#rv^TD4C;+&^K5CVw;hf*=gUQ zup#}u4|3Z^YAQjbP(`PhHvWrNWA2WLc4gZ(v1fWw&b8 zDkBb7z-n3$BzUHEW~v_hCx~xfj&E)T!5H!JP@WM-cgnONF?6c^a<|`gVLL>*4SBR_ zPr7*2R=FEOYw*d!%2`92skff5SeKx;aNx%Q-xKtQxjR|s9Ev4lznhLh?P zidS~@5MVM0dW4?5)D4?MtKb=hwU4`fx0ZR|DrWgJ?h7rnlR8y2JY9=;DPGD)I^*Ce z)~$p=uT3-XdNPxhK~4~lm4WuIkH+dKG}4@ovA_BEyHurqL4|~T=o#Q3DN`sm)Z!Fl zA$zd2Q$ zWhCvPMVn|+(Y}yXX`rbgm9!8I?Lm^FLK^D-dgr>I=Q+=F&i_8geQx*V()aiMea8F! zTJKp8GTFeffa;3#yZ>OvAR1QGsyAA50p+Z95+2ig&ZhHo-q*2Ko2z*% zr9aOW^WQdfdB&J9>`P}3nku~=UOqlP>in*m&*mbcXFsO1N%_ofn3hFMnCs$zY|_t{ zyx-q)34hiWP3G*r{uei^&EZDT#S|2BH8NoQH*klX>@_HOLX$6DzD&%n>du|I{Q8ei zhDHd4#VpO^JmNWPVugI_(0AW5&20#uI4M74PjGpKwK&znwb34 zdLs%6JK&u~S1qo%Bi%jYW9pH)QEg5mBgpWmeej^vm4zIV7w}bSqyAax5Gkv>fti|8 z=j`rJNfJvC>nWGNeygNh{wtf=vh10}0AwHS;vl?e@ex+@!d zh3mgQ5i`nF7%E-K$}Lkh=>H9mFKPEl9Zbo$$xp-g{@YxC<7WZXYjG?O%b!=AEO#gnLQ2Tusb#-^D?Fm*dYJT8xGllXJk2{WR896uXbk8` ziB3mvfn?9n)vG9$CN3_n>3wcM&-VX#;zXdVS{v^chK#f3D?mQL7!?Db2t*3?g51jJ z|6{b*wl?RBI=K3@I8FkKQ83axQ3akVx7HRlI}V)0qbTF+Z-N*RJtNN6R;y|{=7GeX zRW1j{jhg}SFO$GZfZ?)NMB56=(Ew(Rn0gx5sW6a(iwLLICRT6MkWvs9(VR^wK2%I7 zNO8tkd)T?O{BIbmU;e)6%018KH(M0n9I_sY>fSOvfAPjSUq+cV`Fnpt8Z2KU$qKQ6 z)P{{1zOWxwRUGsT#Exj+u^de!-2R>2oH=tAuUKLJCr2qT;pCfHOI`;;y02!PhE(di zg8^1h!Cr~>Y@87*$f{>GVp~wUW8J zTPJgjho4lYIdCOM&xt%Y+{>=D5U^pIf3acZ4)lZ$G$5wQ--yuCeCMI0a!j0Tes&V> z)(7Y!>=6FOfc|aX!i88)xMjNEeH%~}Joi?6=geZ4-3T}+FHr>&=qNBkfcQb>jg`z` zL7&v$3*Wt&gY=48QGR!yJp~NW1wISoRfhMQYqR*N^c!pSD_Ph1g$oF{ka-sYPY5cQ zdK%P@^SiZ!l)PxfuMs`GVnx!`%R765dK&Yrsu^ZbxXBKP0FBVdKxF=6ypeKwz}2oh z@Q+VFS0xL2r=g$rwTGNL`ul={cPotzcMqRxl;o6gUnp`ZsNd^(;!o>)j*C9O(t^hS zBjASLWS=io$cUzP8;fdE<538|HdmoZeP$G z7H~tAm+EE&&^>d(YXWV6v-*DP5ZDG{zlISZaZ1A5Qbtn12O$}SeasbnR>E;t?tOic zn$eWABh8%0a++_$ebfg|en(3FW#B@a!=j>IqF+o_DMq<*)_hj7PWp2zYlc2c#Aln>h6jsu>Vb@xOgj+95FG-oSv}2pq#1s5K}+@Jqz}n7=2D zf9v<6lIj=#IbZA@{WS(I!o%2GYb2+4qe*8#H$v5`JuO;AmFl=JKrK2bvHVmv6S>(;8(DaGtk! zeex3aiWDUO){+PuROp_4`zqh2gYW1c;9H6u>z7s?V9>)9tNntrA%FtFHrihTfXGq1{da6E| z6W%&XdBD69*5k+9c?Pvq1uc4B^8Izv=DYz3$cdCADDE>A__(-EKTA+CK=_hR{87H~ zC=-r8mEs2*XRx8#?XS%kr1@EQzLKN!JKY9j{Q!vUf{zbq&qvr1DD=$n3|3^nB(Yuz zSpD@0322wmP=7S*N3K@5e_QAb_tp{z^9Ie|RzeKBwzjrqnY+8Y3nE)xK&uWBz3(5^ ztFs}^$zz<=+h-uC-)$0hsy<~8p_qCk)7^&8Xc@&kc;McRNi0Jt4NV7yiQBp1=cif?`ni`i{3ScDFuutylq9YBpMpur~IZ}lnMl#GN(q?)tp z!@_o4U&on_1pC&x@-!@8&r}`nU#97$$=7^KMOAPSj(TW$^-E@S=$xE;+}tL`f{`GM zQGLF+W}B`YhDIH``vSZ<(9G|nu6yY~U_j57zc-lRam;}0g;d}ZkfFy4@V!(4HO-!$ zns~yQ(V_=+&d}E6v1K*Hqj~C;InO$bW)enxdnc-e*96o$!|i9*zaP zf^@;^ZU|A#aNeVJ&PfohIEXB>>f($$wowHjzR;^lf0qlq^WV+ECiMVfgbZ+51M0~2D2}ThhKYkv)+oorklo1x{ z20=v>z=25A?XwAGR>C0YIOnc;pqUI>VtYu$n$X53Gpc~9yLar_7H}l;L!0o^#lnrh zX>VX(dpR&L^O)FTZti`U9v7%EqaR!a{R)O!yvAQZ&w>KG?@NTBY~D47{mq%ee`8F;f3cdT&-j(u>EXE4?5xIO{U`MjIr)J!c!4 zOHirBrwIY-)+@A7F8R`$?-T1fttjBQsC_K4_(PM~IRL%%W4$04S7o*v`i z->8k8x40qzx&@bP4uPC93R40os=?Mm{>l3)?(h&d&q^Hm3 z_~$pC;nWV?QP;a_Qsld6=i^^6-FZKLEDe&p5y}scT2J(04GX>BkpR``W6P#6_<13P zRso#zwFX9((EJ^LJJX)^e#YOSq>;j8+`P)wsCv;HoCMYBKNDL~rF;C5e2=7bwm6ct z9IB1WekAwaP8|+-XBH4cstxkb?R>QzjUsHy;$I2DGWd-5iLoxlxnEz;_$SA(jdopH z@|5v3F2aF0QEBOST+8U0(EX|l50tDC2#fzKK@TQ~OP zkc%2X2sP~vSk!d?-v}*n`_(HTUVOV+a>@GP%> zir!{i8=tHV5-$d*758LxP{G!P!~7Gz<@y^;<6Xz8L+jXdLmey47glJ9aks&X_Z#M> z&n-EbP?~bd$}Wv9dG&pt*`(N+JfG`g&Xvnzo8k*PZQk*u-A0g!?NIAuj-SFFT~ z)dAy+X!tug!DPAtKivk94!W}Chaxs9K+AO{yUK86%D;b#j>#CpTx!3eA>Xri@2t1V zf?R%~AMaeE#!=9dd@*EyzCjJrL>h3`2?Jm#AJ(X#Lm&O6b+=N&i70t=iq$yi6(*>ViTJIKm0fTd2G$2R%r z4}#5nv7X-E-g7ak7;UCg4TNxja`9XlHKfRfwIdt^@PR@PcbZOl+>E}su|sIL01hAm zs%G%_*3p&{{OayWwGDo4yORza?Ef@wKIiNk9QX}MixL#pBFrI|4I*Z5*{1TU>e*j@ zc|}O5-2b9+MpIQ#0cuPZ}-u}6tui&%aBdIeHNMz8I5?GH0)kh zS1vMP|4j)V&Oy;gni=5jtVIynaYDxgR6g%lj%~+ymG_&iUuY#BqEPM_h zw(Z^SE#LkDZX)f@Hb2sqfSo4tfms0F*HuDDWIR@$4J0{vD_h7&9r_iCL#tM=E!M(Ou z&qS`a-I5$V_tLze{z>n|(!kdVvd*XYrP(WZ0j*FMl~TD7KeocWA`y{HS4i%{!;Qh% zBRbIUp{EtW+$$lZi{Z^QZ9M`2T^B+STpN=kJ$z%oUx`rpILi_tIwY9D?b>+dI)c6k zG2V9Wf&0mXwCIYyg)6T>_b#v#o?H#YIj^{7k->_1LIfYK{5~a3Kf7kWW++$$E(~& z@2>*uDyCMX(`1RrswJ95P*0xVx@~~+|EUL#olNfR9EFsvNQ4Z$1nc4jM)1V8ID0qn z7ut01$}7HDVP*obwdu`2Sn)xS;VtIl)6mjdjGst|5xTzv*g+OqGcle`mN@paKmK=)R6oU_Db_^6Ohs43wKDs`%M=wtoHwpJoMwlS99LmDScdiaf?= zO-Hq|Ay#75s-oN$Eg(Ue5BKAP-G$8?zG!D;e7V5o#6b2C-c;9_kb|7~QWImGJH&SY z>w9mWkMon{`hYCt3*~KMk)MP#p|PbLVC3H`sJzg+7m`!GeW$9`QMmgNbIlpS0}g>7 zT8WQTsNY{ScWwgq7>}HF(cl;+$el!o0!eqhkUvd(3jxbk&=Izu8A7rbxDQ@ISTQ5j zYJU0=q8jU+GY@6!4{)>siuo(0VMCS1Se|73+JxAXmewad>KEDbM7Byc<`vlh-aqZ+ z9}tq(5~!IOGBJU-aa;DioXHqK}M%D)-W6VWL-^#43z4x-ZbF7cdZvL zY3s_=2#JbPBRfl``9eVZtel&Cz%Pbl1?T<4YmL9e^0O@G~R`>5b7r& zoFQ@6yGO^{9rj-u;b7*`nUCw>&6A-1mS+iVw_e-MopZx^l$~ zWhb~E;e+M7R8`Z!#^jme)a`=L1CAD-B|>}6EGn@jb8f=*gFGLGzPdTPuX2?_v5yM@ zK-b&E9W0nhqz<(zxY>%~9F(iktpj`6W=g~v&m3u=N#RHuFL-M}e>phlht*Y`N}G_? z84-!O;%LyTJC{qD5uNluA7kFf1}s~J1(R&(8s0H1Oe$XFcp+)0@>43#s$p>$Z}5I( z&P*Ae>(*$PB^_PuWS=h=PY?}UC|JQf${sO@D~64!;?(`4#^she3XIe+_a0=uskC5! zJfpJVeNh2jBu_!Mq6~yWXw#-J(s_S4^QbAs9iTR1?M#wt^no|`Gne7SxP!V&&sGgW zgyRMo<;4zu#yZ}!cB^bRk5W%!?Io{W=-2Dlu0d|M<{l#0fzV{?|7B?Jg)1z*n|prV zQ+3~;@x|8`_wL(AiGlSYl*)stoUuTs^v}Rz!OP4-4atNv zD5qrCC6Le6VfL(8C`!Gsd4Cgvn>Kb9?`)PP$?~$fIBk+Z&?7x>k%WW<@!Bx3kYu^; z<3WndGi%ezT^pZQX8Sx42g+xtLp~+Ntxw9 zqcS+pKyCmM?-l|*ARP!n01*NcG$0?c4^4y?_$-30B@v}?R567f#7qS(A(UrI)7UP_ zl`2WMZ4orBfbgd`OeC=QWLO!r0D9vruKzy<*#Y%<3ybjKn1 zHs8e#@jV(gwkrYcD|j+?3%dp!wwjF;Up4*Lkq!b($F#MV;Oqc}G=wSOO@EdYLXx2i zycTgHu{&XsKbf`bB0QpMzij*dVq#%=xZ?o5ftmJc66y(lc(o_eXDx8nlc;G1#(`rfYD9${vZC4LI}DF$fr6h#CMo?AN?L z4{tOKj^5szPQ21Wa{=?gT+lr=f^=>o?VO@5zkYEV0}$Kl zMPL17B|({XwOh+^B_IRj-MwN!nWx^~z62hb$5g}Hu(0T+X6HNca)&tIgrTLcEf@ce zbkcJb=+c8JY7*@JB(q`erJtYu8b8-%YOHq*GNFN>LZ~%xjm`&N1e#J_c(c5FX1BxA4hlB`<G$p=} zHykIQj49wZ3)DL;P%VjnR<~6hW`e&;M*SlBtClbHS|PEmM5*KOOY#HT-MMoo-DSia z*V|5rJID-xKi8Kd1lqH`hM94QV$~Pk9r34BEzgnXa*^n>*TxM5)EDY}d!LUf;?vu3w zHO3sw_|i=w*`_zW;dns|sc|XBA0Tb>)+E4qoL=5ol9W70I~_n5rd5_8AVF7x>cyCs zcn&nfWTO)ixdaiQ9d_p4Yp>r~;EC8R9>Vd7dX`ow19UxCL=Gl>f4L?&J6oz^1tC%M z2#IT=o)@e~(oo=@iD~uf5kQH9;HKIC6NnR$V=YO*VF6+5P_=Bk zRzbc@VfDz8e~bq1ru83{+yMUKF*fn~ofit`E~^-!w$|wzO2y6f@d%tT|I!Fm)2V3{ ze8`F-G)GXlP!|om-0z8rOw?OMN_>?OjGS?dhhe z74=tOB51$;8qCB6^gcP`HGTV4ZCjw=uf`<;KZ{#L@WKTP$ia_0U3r3=@DRmHA-m8s zNY(*jhJbuTeq6-GIy~AgJ8@yg&Z_Hxj-N(@U{v@k%$FM!MM3rMF;O3nbb$*ds z^LyxX2bmU56fe;4>^!#|a}!i9T?!gqCvxB))ubKXkhZ_U&%-pKJ;0uDJkB&IFZ}kI z^B81VcWx)V4owq&I=%oh7ebV%f%8BFHZvfhsi!q#RHfMP&oUy7IVM3?QyoKyI6p$I zHX?H_c!5H=rKyH5#ijw4(Ajf@P!#-n4zd2=@9Mw`GXXKNfuNezHFpV!7M!5$ zC`|p8!ds0_2W*4F?hzq> zln*45UJSF5Q$Cii8??=bQVp6aVk>z6LeCJ{e9Y+1)qb+7>%_e}UgYkhl{4FKYrE-D z!T5S4d3E42)>ZOAMZ;E(MRk5{3R>p?vkr)uAxY3XNP$^BY=&5gbpN>F>~)m*XWhXh zR($8ZsKx7DALW0lV$_l4bF5;tyG+Je=u&{x=v`J7Y#717k*s!)H8Q`1_g!sGfTtC} z+S}Z(VEV7xX79i^8)^@L3`MiZGdh(2)4b zcN{svtP@M$Jvh8?V&*Q{cQRC;e!e2|^Dt6j(Rc7Mjl7Tav&516b|)hF<0?B@ZHqk5C}kOErx`FF?n>S2R}^k=qAn&hjoZ$ ztvP>U|6k*%_#lc~K_@z;2=N7k#{hHUb?o$m7%9^rBYY$LCTp|#opa~irUD3cc-^xH zdhliQ?6GA{L|3oAh~eSsM#Zy0IZ1$rwyz|kWhFe4UwsDgLsc{4&1W*Adp2VGm<;z+ zkU^4SS)i}$zx+Ob)tI8?IG2nE+a3$BYHU8{wJP0=9o^rkMD_;q4q?}G*jZ5#=|=>e zMMYumNf=IC5+_TS?MxD^$r+UXP#uH<1W-ucqoGj-qs=A5inBQ!Ed9#fDec?8EH8Hu zda$i>W#ZtPj=pZd&Myi`Rs#2g`gp4{d78-!CP-Cvc!;+& zl|PGzQXHw0;!$*7d;u{Ubx4YbTh13uL113Ey24Y&dbjx#E86l?Ul~I8bLU9Hog~#5 z>gA|Vq=N(mwk-l85$jw5QOudF0^I!d9T158gFUpB#+Bj7C5Mc~Q*r#nu0sf=dRbj9 z*4)s!c_w44$+D(?WN%F!DK@lUqd32U8imp_n|M8mqV0`!ifO)PcC~cY#LBxY%<0@b z4L4d69G$>H(}V+80jBo=XNh*fMl=V^g6!&ffu&)INeK9&@_mrV%U+xbxA15nXSYwR zz2bEWe8Q!M$zgI2w#SW;$$zuBfDqjt@Xli%z0&kX@*=rv0MXAqYZty7?3uQO8&!c z*49v)pp)_~H7SNR9%W7^A}+o>wc4jKhlREdfJ6pbeh@GyP8w)FCbtT_S&^bFa)QG5330#?IzaQOH7(WD_ zc)8D!{9a7IaD`au@h@Jy4TFAvnNhxFg|Um{{eSw&V}Phnd@HNO#I8bhZwvE6PHu`p zH){STZG4hOMf>l5j(}_&nE@2K)Sq56m&%0U1%ai{Q8Ga8_@H$N!Hc2b&54LclZafa z7m4p4rggjO$gnjQ`JfIRH=NkI=GoW!7- zP8?@{MJKj8a1X5dv)~)1XXRJ;Kbs|tObiq$y5F3>yz7f7$HmaZ#glB16NYl8-FD;z zKGsFZ?kOn+rt8M6bI1Kg*EWzm6+`rL5){(=|1z5%Y>}E=T@z2kK zzudG?dkHVU7NW+S8Bu7*6=?Jy6jX-zxHEDRWlPQ}Yb|JebM5=K!@>9Y-TiR$mDuwE z+1v1j0E+-HEd06u6q=Gig;#ta?-O7Q!W~9wG?+W6f^z`LD17Kv6Oge4RmG1aO0Wt3 z>1b_joz!N{!ot!G(F_XF5T!GJ)zxCq+fm!+IW@wMn<&!wE9e)Cj-rbc$h@<);wm(& zFQ5@kU%MsDqf9Y3?@@8(wNJks+aX!gASI zVj3xN{1Ylc8f8T97RP8I8DQ9IZ6L$xAHZ>L_Qj%sxU}~iaCdf#_ZDNAP`Rj)# zmBs^j;l|)%e*=&~a#-bk3=E{cDo0Q*yI{=fh!ApqhI{r9ijLQyrlG++rK>!Gl;&4; z2lem`;KZIyJ`YG{Gnx(!f!nUaC@dN;1Ne~PJ3$?&I*+;kJRCjJ>U_uaNJ0MhpMNYC z9yb(2^4cu)57;d?aN0+s>S{`HflC)E2F*=dD>ZEctjs`TcnX(TlIHK9NmTxTy=6NcVxJn%Zln`8Wj5hylt%7;bUr;U}O&FwQ9yb+$r| zRK==~^Ks?(3m2D~vQ>(6dQ?d}bu>TLh)LpLxckpij@Db^R#tj(YCY}b^pe3n-gh1# z966#4z0??IK0sT~+sctgo@4RL8)p0WUxfIbhG3%dvdGp}QeMEu2E;_3gp_LSK9(?3 zpc$U7(CY2&wRq;QS*7PjW7&2OpV=_}jFdcGNkr1}E4MSG)Old^}(l`NO6Eyc* za-`DtZefAG`Reg)!}9(o)?PJH-``(lIbvu~CQ+he```u~os;>)gH?w^n}O!xPU!$D zjTO_Ff{LnI%-b6{$r~ir3?e8Az_}{&7wrB9z1avvx^Kyiece&k4a+)Bw4pQ#teaOg z^}{|WzA*hnAN@At?Q@F1zID*%sc&wGba-_Ie!)E2(;_EvIzC6dlj%so9We4hST6%N z&b}wrIeDP*JEv;Rg?EDfCs@QzjJ3E)j8uv3DfTGB+`ph;e^(6$B-(KJsi>=~``z)! zc}l~SAgy-{rb-YHTg`W!P=TFTF$rK@U;_37*&woQrt`NjSi*y>YOzW(cEdM8!A6jZ z-Nv6_^7znywfN$*C%b0Pnw6ZjbjgxU?ro54Hg5ID+Eb~^wlV#WWs!j_;kfrvQ2GWc zh!!nzECL=0?5_%OXR@ET>t;`mZWCg)nu<%`r=u%&P!N~Di7}QV_!&U8;7ng7S%I!0 z@WG1X12hQG^6de&ovcEn-tdn$TRMqs&xpHZH2_FEs(7}5A`SZo`lE%~@8MzVo6Cdb zkM)o4qIABN9M7b&c4tC&Ctq30bPrlhUmhW!HhN9cG{KYgIZXrk9;}e%3=LTqj!1l5 z2;9N@Nq6V>SJ4eeo^cBt^SUf{Dk3Cc;`Zj-x;(Y^Kdq&P%v3)r^lJ)6BI_E%AiaTA z>3Vx{w>P&}p*6r1#kY>9=n>0R7hIHQvnP>zR4O|aeGx|7YQ_u0 z^|+(as1`ekmxc-o7D5ivg|x*_cuEVDq;MfOy}O2c9K^;t$(OhPKcO<_17;Y}I<^4( z{n}f+Xbds(0=(q4`=;)4&`Cp_Ri2ik@YRn6+H(9R@@IjnZ6elzP3_iEj2|oAz|YOW zp$5}ViOo!|fB;jlm$xEu*7Xz}_LLLKx$?@&K-B&WG(B~6{Xg6@ZfOPB?QkVoQVy`- zC}bbFCF8&}T_+g~=B82(zh&03M3qlf&3xxZgxs;kjtg{;xlh>8L;d+#**>n?u*A6E zzEP416I@b9et7%2CpN8GckGQ-1^)5D6npl6<=L@#52cfL#=$C>jIIb(wggt?m4BpGi z7eG!S`Ww0i7!Uw_&gokKdUeFWnJ~&I+?4AU7O<4uIY`>m8(l}rC*Tr<`#sff zhoBP|midS?n8M`MDquI!4II##k$A{{4C7>>iFgGE3^6tlePiK(9looZu7f!&YVq5n zBO)TiwtjM)nM*9qKm$j<*8lw0-p<8?{xlx?gf|Eu%X>l^na$D+13ST^k5v-;gMKQR zn|E5@#6$ph*++<-p+_7mK>^h&EzO|zpRAbv6FhRyR@U#oa4*M5!^X|)!h_dtk_f?3 zbkAtH6&*cKSz>?o^%hao7^qByyrY1fCj z8*J(>0$%c`VtW_H=7)|Ok7V;O)JO(t|C zA!y{@8>Xpg_uFb7kRiN;jG8E!UhhU%V3{)b+KN!^5sMBu)k0_aK*rpXxy8K2i z{>kR2VmM+=@fj(C6nFSVG`t~Trg2*RM*Ej?<{xHAJ2BPmZoU;^a`wN!8`B!^|C;Cd z5HlyhlXMnL4A!}ZDf)qcN4G_v>+CZw;MyjJPiTQBxpLi z9xyy2BF$f;^8tBY2Aq_tz=8Vli3ti>)WVW){(`<*P*x4}{&Sys`RGW%IsyJ48{25x zqecx}Ui6i{^<*OK@AIhpUKG9TeD^8t9 zO^}czo!&3J6l*d|TmfLUXx>bH6`~H2`b)*TGC3YX~&>Ge5g_g3t!@785^B{7=15Be)yt7)dt?x?7@pgo%$4I zF?oY=xC{ifqud^MkF5SLV-lFpQnlN`6HCTjCU@?s6DnUjG~_Qld-Wvex+PKGt(SXZ z(2*0ZM-PJcbVI=@wKW$-mRw9{|KK2zi?}+$CN5t_*HA#+$FU9~9qOBbC_5OhbxH#N zM%3`O@iQL~#DF>zycZ+l`~a&Uu|^v3%W6Tvo~LnZHf*>;9tbQASb4VnHzJ4Egflff zR$>pD9wBt=CbH7&j;8XULg;}-|6PWvyb)s0U{JJbT_yk0{_@4a1)uv0mMGV4E@v5M z*)h_asKO6<@NKJ|8N1QfJ9v7bf6qYY$J&km5`xm{Q#LM4-E*!Or3j72870iB9~z_7J;igg;QEx}S4+NUAH zl&cu|FyJ`Y_N#lt{&AWu6ch_T|Ln!fmZ_qGZ;8Qhg4--4^~7#-+5-5)F%B{FtPPXDPoCr$nO&1H z^?Ij(N%C*!sFNS#gA0D{(<<0D|50|DYDwqEG&^Pkr7wy#MqZa=O}Y7cA6?6k54img zu<$Sir$MvWaFK(;kO}U_rl2^D!w(MaiS41&NLBm5gL8*}B;>v*sTX5q-eK^D!3b)j z^%UuA#(Jnh6q8+T>~JW_Jw%I7y{C#nw|xxsdL zzS6j_KuO0V-!xYlAO9`EBQNK?KkoBk_A1xT-G!-Y^D~+UNFG4iTYMYDk<8f$?ZH1V zOOZ>mPZ4M`Nu2*x1R;WIv!deTKM}NtZ=bubC#QC&ly&G604S0}-NHV(?j^^I7C= zdjdq4P+SC#Inzxy48kayD|zBKw^5?SZk&4DaXy9|F)Iky6E1RQWDfO1;B5+8`-x2`|+rh_lAy2k5* z9p1FOOZagmW(AAq#V3pcZTKSlFEtJXtao6sEBhd@_ia)_LV~mJEQ_u4aVmA$2jLL0 z0m+lST?N(oMy{*(ucgz2s(lDKy_Ic=o#(VS>JU0%j^15$D&RaZYHQFw5kiCeo?=P- zHv-upuN4`!Qum8rO>g>o$k}r?`^I{fvT^4qxlKBk zsB?R8T(gzKQ%J=Z$JX=G5ITt0h!0$PtP_4n`a)wIOXv#Gf;bJ2g^zVR8*esxseCR_ zHQ%%?=c$&HFm03@o$={ifUaI-T1n*bt$f!+N})oT1Ean>=7-}Q%~ z+;`ru*iIsNWsClB5ztzXO*9l=u_z%jdg{>&5c6`j>zPE<=vrdh=j8fIgi3=M8o zjC?rUE4gwHf806uXGyaB;+rSE%`)F?iytpFZ8uQn&dW8Lb~3tTtz`2{ApPNj2fyaj zs*A)tQFEiN6s=vb=rV+JNvj|qhyi$BLQlga_-1y zNIB-k0$;ZSL4_x;!RJV8vINqv-^{L9_KpW?9e8^%`mGlor%gF-LJE_>Dfb)^Mpv8e z@IPGSBWbCdP||g=>7>!=tXK9g9oQW;{7ugkTiGe;PQB7PCwZ-(L3ryKf&1M!AT3ca zrX~)--pB7;L&GtoPlc6`vIEGMe?^axf;cT#_B|QWy5&403=G8!_Nb~H8hTWO;Cdi@ zukcso;NbQef>TIg0}lsn2?FB4<0j??E^>>H0@ojtxE6)AgpYJcdTKOJt{y27uW=lW8>Sjz2H9O9h( zatBgqjWNOvBFp!uX8(8rk7IeC4pPbag~)ir&OYX8WoSd=aj=*wP|aUxT+T9mLXx8q z8Z(qQdnBKpd?P@}IV>46AjMZl~bI8qr%c?=k6{d-%` zVxj&k7cVY?2rEk2QwcYi4aW%1h-{hr<%fI3u6TM}{l;&%YSL>&u6BdgAEtX-88Yr$ zO9YE=*>V#I!gsh`4j__~KB&J9ps8zh&sD(v-viKOkeGlCzW#5Sm>t#ZG20U&SDYEj zUGtgoN-W}B{Lr${po9-k&rTG{W0`@WHiLkNA^CXWF<%l0OPd2OpjHKrr{z==c!M4> z6rHbKlCt=>smx@~;(tnF%TLs-)ZcJ#O5nGd(*fIIxeUD&%=j3_vyp0#($-;XVz`IO z1WyOI#|?Z^29TT(>q(?)QA~xRqN2f1_L&{}f-!3uTYaiwCFquJD~@YGvr(l&Rxx>J zXirY!Yw*Q*YJ7#bBDdn-z-06A^)4tI)!zQW1&o}g82tHi1*$YC;R*0)e^M3Sj>w>* znj6-iccl$${BCF1tV*49 zN(R_QJgKx*OBCGs4;XW2HZoUt#PedLOkHgBbndB)48|%7Q}&$lzxfaqxXq)KBcjMQ zx&>5JB#b7@3$`OI4Sq%393m?;&TkrS4m4t@98Bf?OZ!w!;eW1obz>ijcH$m zN>_dK^+ppsgwomlHW+#=y z-z75q*ccaB*L)T@q}_YQ@Mi>F*m&fMD2ACpv>-HqLqKdc!R-TMkYP-$Ys%j$O~>+A zwkgh%BVQL7S6|dha(t-nzn+O-@xTw>#%Ww!JXUc|d=|g_)^AOy=?}>?o9{NurN!6R zx3jyuJMGanpcCQJyHP!y`s;GJgNmRByYo)nOwG%_($=N318#zCmeXFiAwr?b+#M%% zrrtCDT^`gXYi5QH?y>v%2>(VmyYUP4Fx@7(2cSK)u&`z z?XQW=Fe_010kP6biwMW6MRNU*Pg)0;np>z8$>UA(cy@fa(fFQ;CE`M<&7-*tw#&S? z%r-sB>1>|-o+nHiZ9amEq*Ar;MY7?h>MErGaJB_3izl4MuscbtWb<%7L_EA%Kkw0Q z2~hMfI3@>nYMjHm@MZnfLMj38iiLkSs3{gc@fg5e1$9dKSi#va{Y=Ff{)0 z2I?c|i*L{m5p8%7E}AYgH95BQ1*+*wDDguPy4tWds*Lk0v))**X=#BE)5YYLME^e7 zW75-mkCp824R=1_`$b~=0At9LZ4W-K?<+?$7GqW2gfB{U0SlD40cTFO+&i%5&od%4 zV2NtUIM65hDBr7*3e+*skWJ57`1;` zf4Mrf8m@yj0DKRrF3>FF-UT~10_Ax5SzjY*uI{N$5<+7qFL9beEkfPhTFtmC3P;fC zgR>v_ut-2e04PAJ>`ufZJk3FJ#VyLZqmV14Q>^7^#t0QiOC5F`>1+Nndv(=>%|iDp z%5^o_3l{AVa9?B_8F<#&Abmj;e*w$2+vjAWui_fY#Lz;JR^)!}zIqNm7L@Puilfg) z+iu}wk&}sRR01=jj@VsTbKD*Z1e{GGwv{Y3Ag9xt2Y^!g<6I~G78ViP;-iOtBZdRo z27b^W=9s32wIOVUci7$ATaF6(TTn1o@vsg~GiGQdP9Ri|tz7EFs~1SzJS3;amd9K3 zN5g+dU0+AK{7|FGLKAMjNUJ2ja!xYLQnL#3H(Bq=Wl)}SR}IrmeCwVU(rQX9<}|Dk?yIl4FNAiUDn&g$fwe+( zuO!A>i6d#zsHM3%8eRHEOn|oStr_rRHLUy}_jAuew}(tYsb0Kwon0!uHq2|TeOs(A zxlU)GGgYWBqScDZb%Jiub&_QaB7*C;?O+EghG65MJn3^mWWH?4=<0}ri8FR(_Hm(g$5)+sD|{(;;Y6XY;qjsr&zSNX?g^(g?~QEveM^!qqlg1smeq@uEspZfHEztR7%HSvUynJh)2d}-9^>de)mcG|Z8$j%^xLXTJsErg<|3bTmC=Ao;R*C*Rv+aTYoHm zUzc`9nCCZN@_`zOuv>EPc;{Y^XVGk5_R8Sx`n=W}1knPOTS!0$YAm+yg6S#OI7k@h zlq1%44?QkOV;n-qOKF8&bu(|>!^ zSAHLxUiG;jVx7M)6$47QGGzhhy}99UU@D`yN;+rIHezs%=3?l(iouzmgyqaDUD0LO z8tfc2Cf5@$JKzoAj#Iil@w^yWbTAYO&>F|{tp{qO=C@+`@=~0yB3cOyXnX8Aq_Fx> zc#!xEC$PPZ->KcVOZTc?+5Cn>;-9{g^E;N8NN_|Rv*tVbDUZU@4dE81vZV(&@ivJfKH3v$naak zPB^v#U@nh>9C-;Z?^Qi%ypdf_-#b(gN$?!}QCE;5zz}%JLeO{TY|MOIeNy`ME9K+) zd@M{k+xbV%=SDvbsR&Uk=}u-!{B=evMb>%khMJe%Yp`gbkFiDfz*1KK;BX*Zpfrt% z5FG!%!_@>^ZFTK>(7sVOXG1{Cv1gZyjaHp&%cpSwI5R>qy-Kxq8odcx4Mo5m5W@+l z8d-niHv`B)a%_ysJT$!_EQ4^3o=&73`y#Jk1eb+LX48@@t{6A~tQe<8Ylz{vHBPf% z@hsnc{_y;%Qm(7d=FVK**|13?ZobyHh4&gc)%jBQ9cp<1-{yv6`Hh`AD1V*d(m)bM z>uk^XzjeYM3GHXrX}DE!pO&HGj46Wxf{ZxOF~CK9Sr%P4cnr59P*PnflG%kuG*25> zU@5TB;5R4LpDkK*pIW5Q9waJKBJve(*&yU7`ftQVdjdKppqC}3O?TEfD#Wxt|9E_D zXz#1k7p8%-KIgp?%?@r>^tb|LGfi5f{uef6$c-~gvWbNSY?nQX_uUOK5(RQ{=4#HI zVF8K-+E1({f$;)%Ux-d3U(9!~u+MWk9o%9DPK4~PVzl6tdm)b^Hs1?Z8!Ds@y0URO z>dlV}x(`!Cm^9uwreWQ{;coNgorwQNtQm74pa^69lRnjiavCV(kW92BSNNEG%0_E5 zA)F{H7s(eg?|Q!PsgQo1u~x#XTS6O7Z9jBq8AhmgATijOE^`cvY;#7gDAR%!>eg|s zR(Bzpq0nBm*+gGfeX`H$rZyK#GwhCDrxAKz%I>i0pR>EvYno4%gB9awLeO)J;I+Jg z3mS{Nt86e6B@R?JKLBw*Rj@1Uqz$jD_?=uleK9Sy2}q93_0zuOr?&wJ(+oZA2)b)bdEq_Efp|7b+d`XR2g=^L_b6^Aw34vQOuSRmZBeCGyB8mp z9v`v6HjU*B37G2!FGpwk^iD#`qXYt^UrE zwo4(t<&oe!-Z|IfnHI$#dU?!12!$|7FizD8qk;^#4~mcHCovUT+&dsg?#CqlT|VO> z>wUd(gU_0_QkMQJyZ<67g9vzfFj$VMHp5dxZ5brG81}3i__IpCG!LK*lrxd$qN#R( znvS)kqf6d|ym(y3E?0Kl;?A^-MV%D8V&PzV82cFGDL#Uaf#)24u#64%ok!UXkP`aT z{Zssh&Kpt<$?2_s}{zGw?k!S0T-##bwc04QA>KQtIe<&L%z9!g=Hll}kPXW>e zpP*@-k1CU5tbws9SYDVR5s_`Q_xkhVitzMlBWyfS)It@#4j`&&cEn%{#Hj~&VpY0) zHN;s=mJqzMw`jEdHxf02ZS4IqoYoGatOs<2&lOH?{M)g_Mf*wxKP*H z&O5V6*`4S)Q}m~0_%Pi{bJ%72>RGg+mp>w)CafOrEGfXPXx(<}=x`vLh6PsCQnS6; zXEiR)VrmKLyk+yQN=~5c)n)h9K2R8=( zvg@&ENs<_Qb9)9wGpzOP>@YHkKgGR$c?B5cl z`^x#Ad6@>sf4bqt^Ep#rmp={~OiKC9^-oOvwG_#B9t$7*ob_l!@b^704&&=A$L7|B z@)aT8MOK>mcT4emP9-;IuWnGT@PXYua+68~6eioT6me%5bQZli7+y0ei}5?MJ4cYS zV3P%qzs+rAKUMJl-4sU+$+t;{hey)RiqqyTDZ{gSxpjWAY4YCOBihX$wNU1+O{jcj zckAc<_g=HB^HtR788($?c94{== zb)wMvk;DW59-AphmI{g(9t>pOgUK4TxjR-ywcH8o_N&14IkwPI{qBpLv)9ymDwi0I zlK67m%$6SU(Yf1P!`%8+$x(ZDt#)oz^DSOYr(Y zOHMfBY-Vdbs(&|*giio|Z{eZEYc@Ct)>r*5#3EMJOa6VnZB+EqW@a`C|5&Ncx5jsS z^}g<^Z|=8#(6jHcWxYT}b%fB_m(j8k_$$n@R%d!tRh;Yqq}HIq76t+%{$HQ@-=A%e z=XjNNGcHFtp3#vJQ{1@Z4dS@EYo$fxd7jNuj%DQ~K3QYakxNv4OOCe}4eBml(KRU; ztls$Wr*Kl)!^ai6RYRwlY#yS_z~IALylI!NOKWMkQb{(oG@?Az%Ai0ahw67S#9~bM zgKK|ViXNr=$0!Q@g{8)a6H|Fv19pMi+Vi+mw0PqPHKEmCKq}cGAVuu-Ku}#X3n*tN-x5CKhi^HaBfa3m1DBKuut~ zA#X#w$HY}cVl$u@ECX2AJ$}6P5xyP@xu$j!53LPPfPLZN$eAzdWp|O0=3wlYpd{DT z8R0-)iKn3Orz!g|*VJO8B9nB%ejb}bXj!tE{V|#o6W(7|b6yHiyorb?tz7$4{yXV9 z-iQhb(;55ystkIe9~e+xr1n_FR@ZcH`_YztL3N_VE4tk>V(ugkuDbV*SMkT3^Ln-j zbfSHZg@mW{uVYdA^{rhKz%)Z(R@0y~Fb|i({NL&)vdu3F(c4-r<+jwXYHvH6cW)zy-SAVrG!IfPje5 z;rT3pnC+VDNJnQ^>F}|WDzUydc;qMyK1K(Sgw4ceO6lzIJ2{oWUush)Q@2d~f zKJmzhG%}l$P`}&cp*W#y8v^kPKvnV>)&Q5@!;(g-c3o=t;f#L^c7s5iblDs8q3 z`9;)}@8deIH#v;$ffk3|5+hAOJkhn1>p1WVw?9vrBTDd8YobX>RgO#H9{kY4;T6|U z&B&Yr)Yk92o^n|=YzH6-H9hmpCNetE!HFzCHd9bXrKtW5VsyEdW-M~7xp3?M(e>Wp zT(|EZFexP~iI5edQg&raQ8YBPlU*o86e2_!*)(Kkl)B5#3L#lpp+YuAvdOCOye^~f z?>Ua=@yGYLkNfT$-ka8EgOV7nc2=(z&D;y{6AzZ`xq(Ph6lN_U z^KCYR%|L5GJGNu|A|`g?R0W6o^2NM7!lTsS&|NA^ITi*Lf$iYx2nR$ol_mxGuzG`& z!ziTs;yAm7j$<~LhMD(vw!gUwBMpIvqX4z%F#T{#EeHJ{jsltDFntX!mpSY>`!00@ zKL=X=(z}fd4U*cqnEf+&z=K%zN}O@!xCF@No3LW&BR#Plj=a_DFFo3KCc0zzNRpKx zLb^^+<{P`+yYOU?xAc*+y+URU=Jc~^m!VsKrHhuG(bUudte-u>PRLhT`}{vq0ttYB zd?T~qp>{}>Z*ZJWyL?g+yS2UT40epN{!LqRqx$yn(H_f)$5Fq%j@nZg)@_wIEoVQm zO*ChC8Ln5}Ewl%rUm?*g=zvhY#LZcr%vUWBLoEV8cu)|XZhS`THQB+Tp=yZw_Tx2? z)aGwUI@+Khmu|eIwE4_)IfqWM@xp`fzx#oPV;zl7v?>+UcR4-eIn<;do$iQ++plNYIH zJ~~PN{1bhJc0#$RE3`)lcwH4!qgHg!H^ccSs)f?bFU=eSXoN`eCc5q#h@7r{EA6e5b@*;m zZ?0$k$>8>G$AyR5`wY|0A?{HZ2OlZvF1R;ryFgELG*|qD z9rsVVJ7JqHJkp^?Abv4g(z6-nT!aHd71fY(#Fa<_9aWc({=O)@){q0FA(ex~!-A|} zwdu!3rP`}bHjHiRf4q{ZKHRP4wNdwmD^?HBouC z%#elOqIrMcp%OH_y(P!$wMo5)#M9$J$6i~ip-e!tGs91D;-Z(c{;>v15q3+G; zrD#IJB2c1)ZSSOVpcN(m!aFT|UabaqpEte}sz?`98Ng87fWWoC64Ay>hi3ZW$UW); zr-G_p3)AflW*UWj*QUq56va&y9cLDPw!G`#v`G7%*6?tpH;?enQ2H2G>RMbhgn;%m zS3dzrfYeL;OTk0K_^D@cqWE zz(L*A0#BWezAs{VG@KU(a*U7u$DWh)@K}~nO7Za~y?>gs7x#a4bzx{Dv2c+27W95O zgYKF%yK>#Vz3M3EQ)srxE=Aaebm5J~A5tdM6Zx{FiAN<0u@bp-?`eR*H~V-LQPv%Xz+VXL0h z&wUd!q?qO2+yS4rE;Q(@Vd0@F&3E$Ny0uufPpG0Io_$j6b@U2_ z;h&7t%JT?nSE7;2!J;z+CK~^gxOPp`X#>b^9FSIkzHxiO6bft=$Tcq3<>WI$KlnOi zp^Z_grJK0|4R`HRLQexmMAyYWlnGG~=2 zeXDtnE{V@15Ir6cq3?uh1in>dsxig?64xjR1%Y@#+^}>FI-xGNLl-K{-L0B*d+4Nd zw~RDIkK;;B_VM#67C79N;Yjm^b5)W4!3N#m+zZmPprCPs4xFtMz?7apf4;I9>NXGb zqaWc_BVq{uc`Fjy`w!v`L)QnGErYNJ0ulLiyJ4FvwmW`Cg)^nml>9D4`3E9~64GKm zsDi$CS2WKnIP^-aGuQlp!uHO!0jN1vyj1%1^wa`V<6cCST9Xgrq4((1C$5q_R{<@8 zO0fcw>D~nqY0usD+U-Dbp8;PGsnS?@AOhdXx z=?&l?IhD^!(&Ln^t)&PgiVs;21)s=)2ouX-Kt)CM;%urQ^b6kr?~oM{2p%pfVqduL zJYq!@Sb^r7TTTvMAZR~6P#OjXbSdb6$mIYTWY@d?<{w|#(O;sS-WE{RH7~e`I>0z= z{nmXprgdr;2mRDdMaMi5kP$>s1(ae6ByyJH%+2NoR9&*sov3Uqv_T7II!sG|jIhy5 zU#OgX3FA{OG$>S3+oAc#e~|?6hs^YTDH3{1a&utH(1*}BI4X4c+zL5t@JiFokns~f zO8=AI?b<;8kH3A_{?Uy3&8POp{~fEzaP%y>`7&x{*3I#)AZ3YejM)A3yzwrOM}%5Q zQ%pzgdXIYHrxz~~hF4s#in9v9FQwDO(>q3{omKWa zrJnk};cJj^ljg6=V}YZd>*zUm?DGA`J6_7{F2;EVBrgs)9Z0GMR!&8apkX51<12ayzbW4l_Bp>-TSZV3EGy$`KR?O=m3FN zE_Wt+Ml3}gg+g6%R@F6$wqb4;^`E%!dR@jns;=9nJ9?A7MUwCP8ARBek;?38t(^PQ zNQlfg!Lj$haJ_LJpj_eh3n7UwHA;vsc$nN=3O9f0Hl>@9y}LH8cKes^{eVBuE&Lgv zn)k*ePa%dKhC#a_-84U3MC;CsYf5hZI&o7;Q)9}5k`ON6*hbAoI{b9Zvw>Dd94W@kTpk?Fq zh#%BF#eMke?C-hUX&#g0wM<<(7FKy4Y{CH#V~d_`LRZ=ial{kIK(WR59u5J9ur9H5 z;Nm0cxm(dUVa`GB^c`{z;Bu0mZPH(u+C1c!52ywen_+tpsH0`_C&oJA!V3XlN|oHi zOtw917~l}$96At|89A6_zyvfut*5y@fQ}E8B6bG4VV<~S)uSKj%(LV2IwbA57Ea*> z$&yg0Pi^XmyntEa$m{`Ml|6~wuQU?6`J=3@rsnp245)c%*!FjF+_qoXV;V+u~U8zLNELcxFl95Xib3UUED>VGUHl2*i|ixD_$u6u_XRhPmU!=7k}V zNqt$ov|1rJ2RlR^Q4Ry1gWkU^g3Qd8iP_it+#(~#%tW!|#}1Cb&elX&FdFNb1HAbW zKMJ&zsQ-}hmzNn$nU8rI<l8tYpKH#+LC|s%3;}kK2Im^c5qf6 z-<4oYG1vO{$UXcIiudc$>PN9w=l}GS7$3^sMgF=fbk5IV#lw>lAnO4Oqbc9BHil25 zsy_w<0j}WWB0i)d;0b|DA%>0;@Mn}n@&(lHz?W&D97u0f7`%nin8#KF2??Frk$|vK zl?3`i_(rF)?I%SDZbTe}NXP&wDdSx(R#XzaYHCb)Do1cz---fzE;rRig{i9A`+_x^ zY-`2@{|r3kn%H9dDRd5E&-}m6F3yd{PmauVs=sj)1|)@$#tQJHM*zXIL149#k=vo& z&VEvMHe~U-D=n-!rE2mC5iFgj*bv4T2?|lB(F*U-Iu-$oE?QiZ7kPLcy!Z7lnV-wtmN&)jy;L2Y-X_4zzj9lm3UC5P<=SQOpu!DADyGyW~Mxo0SD8 zs7~~#y_$KpAzL{p0HdOS`y1B~Cnkv+A;Ufj7_t&O-q9@%1rn?*47E?lImW68DrXSG z$B0!cqz6NfWg;!h*8AT!*dbBDQ<#$&n9AOoBYGvJQ&cO{zyFGd#}zWy0Iad-`?5Vw z9M6W_>t*Jx5rbONtK^LGJ6LpE$nWOZoc4&`wMPd4 zx`UN5A2QKRZ4~3+8VZC)tj)HmPuWyF8?!eN(ZRhct#EpwgH$>GaP>+PLj4!rF`&3jIi<@zNgvQomXS*kr7hx8B_`lAc@{=B*}C53h+LB*Hx+;Er4J4StXEF=*oF+ zCdk>$w(KcvYMS23KKC7RV+$;Tv?XI0JhUG7?%k97g7Jv3-dO6}TU>Gc@#kgxPZvPc z+PN`Kk2O0W(kyNI!=QZCNQ_6w^Yzm{)8SE^<)#H8I0nH=x zyy3(*F_Cau(Qu`cl`4LdH%>2heBE~89(!IqWIZy@f91{euo!B%;!3*9Te8o&aPmWXC9z#RJ!0K$Jotn=M z;jn^{54`2;k=aVr^$;ll1JrHCx@Kb;s06|B+{XkVsqUM3W zoLynI@aZ#IZl8In;6r9it)O<0{!dFQCo3M$<-P!r9q?@orp-Ql^mg)R;!iEE=%k_X zY;kq^J2gUHS3_W#$_^-`XndT#Qmq5780q#Ll1^Iw>X=61Y8?Kn4MgKVlpy1KeKUBp-p3K$+uA@dIv&~A7S z=ved{<=ZhXTm4z!zc0H(9E{$%johx=_nv?RToe3iS8uIeI|fi@452IvVk8TL{3Mtu zF7F6g=uFjQM{S!6)OyIGrWS7duAd0cE4#TC{-J=LWE&@+EEW_D> zXBQfKseE#BbEXpmlX@P^saHu3BXm$dq`Kh^5veGJPDXlMsX?4;w(+rTKXd$(R^83V zH!#ZC+L@wQ{?0!LDtLHj=<&@RuU~>X)}UPp52~LqYx5sF5X|#myw0P(VSO{#_$$NA{GpEQg>&+)&jDFj{YYN zkR8V7&0Ig}T;wm#DVRD#lX50m^xN%6mj@!1TCVP0j$B!S=aVRvLKiFW_z+`kz!_im z1mB-LF);bZQVi8k$IUNPz|Xhk5UNXlVIlw7^UGQ?EvZ5)sh$1&j^u>O3fAQvc|+3A zfVC74=y9)EGo1g97$&;3A*dQb7?GfiD3iJzBpu|K0J*;RhkIBDubd$a$5K~Yo8j`H^e26Lel#=O&~o{va;`pI~9OpdM>Vj8G3^^;}VzLc6ueT;J)*?+v$Cnrh+tYdIRg(*34JCn2) zM#ZUo6Oz{ZSk6X-0$kjIq{L|_5DLD~F0nh~043vF-B*{LPcawKV)JMbRR5#vB_DzY zUjq4981=tfG{b8O@p&DZsghK6vxXH73c^6*=TRlf=VKfv>?w0n6)nDgUb%-29f00Q z{*u6E%hcw_+0Ag*6K;XfCr~S$+4j)33wL%m+7(O98;j?oQ^c=>i$AN4Ry1eLX=$=K z9B~q4!e=m;9B3+mu(2y#n6I}S7%6dH7mCCGfdQlnQ?6fRWTcm*)oo!Ry&mgTTC3C9 zdMvZbizY-NW2=auSV9&ALxaqewNJ+bcf`Wp_^L~(jn<@77cPq(NJ?4sIhYT5qJyIqvI zXSeX2!>@RqcX}I%HHg@yfn_Qref0mL^~Ty0Eh}6zuQFSgGaiR=00@8dyiNdxL5(`* zoia5E?}O645+My)79GnF5z?7fuN?ywHb&Bk!IpBMy;aDop%|W+=tfw?dtEi2U4>XJ z0i2e2SP%eA0cN-eNdEzZ#Be9()#2*@&C?&u&||Y;PO^VKNxkkB_tnyxFMIzvhCZrf za7z$a<(VH(6o$x)AnmtlWqveq?YGA;KxEeBI6O9rh{7xT5Asu~4g6(Uzn5DbX&pqJ z0W7o!U@Sf#aj=$xhl2fizaUfxLy+L$vlt)m06;nnu-=xGy9}t!>hVGsQU!=F4oOxV$QST^9zS+lw7v|1Ab87H6e@6_{Pl1c?eDc%2lgZM!Rlg|4)QSLO6kxw4<$m{^Pj4~j5!ih2`ML_mx z<)yfHe>OmRF37R6y-TmNw1L&+jo)qbBY@e_N`v<573;?ENJb^hCbfhK^=4Bh$)sT~ z7Va^R*!AZu{VBoo`r+4nBS+6<=L~Ke78wO=@&MjzfW2uNx50S0aKYYA~Lf@Vn4YEl>>()?-U#>uZVJzo7-?x z19MiEPA2Q84a<(aULGTU_7Sc`0PLIWif(7f=<(3lAZDloW+MX}Qce(Wtql;G7NKbX z`QqR*hK`o_r(V`BeQwqokTeEJVKJBo@&ZUviWA4WJoIlQtW_pQIZUK+z`}e({}f%7 zsfPT7=c%JktJb}k`S?h3ehw}n?YFntKxErM)4GXI+TtaN)O<@_W=3i38U zf-!pkV8Fr2cpaA=EB7#)`9n|fL$mFcP9I`UiLwk%s3zOo?O_DGg_zbt`O;$5AI&68 z%6p$zr-YGQ^9_LQf>nh$`;c4+@Y@EO83Dny%kqed=r?gbdyCWp}UlH$5#+_0PrStXl1a!^A)Yc(sTCSJ^yQC)n3l% z2Vwl0e61t6ZpEyB93}OGaFzEjtoF*JaT0L`n^SeM$MS8~lN(OYYgRhU9N!*}%!=c( zM_5^xhZ(d)(Jopzq42r&bG?ln4qhlXBevOMl$G^CDWk=m_7t*e$Q>yRB<$rE51EI& zM?plxr7}JdSVYO2c)LNNm6qi|qmY+s?VIP%H)H!tIe1nd1Y$bP%@Q^cy8cYLwEIk~ ztFw&?B560uHrr|W>L0aPbE21$ThY&2eJPscek}KjGM^)d$%G6?kdI9Tng;~I+?*UF zI*pMLyVr?+i$BLd>Q(|&uP(@)vIoMC3P*4)5Udpxz|@qfjMew$V0l(Pa@k&Nr}g## zK&JBR6q@~eq`iuYD@%=2?Cte;3e9-_hHw>*$MWBM*LR&-17wESWtvl5@&oW!6Y&*1 zW}Oy)!PY{A?OINGspCIU_nRm&GH7aB=A#^kR)5O5J|y4 zy-+&4#kZinRj5Vt&`0im%1C|bWRa1~wLVd3Q%BbQoimz~5xcLx!FQ~B+#@rI&r#9a z^w`7n2h4evZ-4JDrLt$Wetul6kw<6~k(c2ic@jbjh_zlu6I6I)zcND?G$jWho$tlY zWnkALRSW866%`3t7KZl&C#3yLYS8ndgsn!I`UcS;1vF_;k*Pp~-V%0UYf@9kr@72j zyVZ|H1}(Xb#P&=xB(HE?cCw4!=j^Ru)$A%cg*2P+Xz#wGH60Bw1b=nnZclPlU6aVPG)an zzrnrJNdNfh+ADONziA+JDc>JXK&e&RTRl4mT3y06F?-K(vVF)Onp7IT7O8albH@kQ zC3{TukXHN}a`)&q7h<&52dnP@B?2*m!Nn4n49PgOy#8SBPL$6lRT0`wFSsS#8I^@t zW#{or6qR{_|E1K&0CNDAy5g?#l02kWW24)~*Dx(}XN4Sn_QlDI0ckRAXU5V}u|sSIC!#w&9E3{u;ORs!FTQC>ZbbKI7MZ2%8_Zdpda)u_neT>sRUIc@^n<)r-m0>TlvJ z4v8J(UsORptMJQ%oJmYM zy3F@NmE1js1oQwj-;OSop@g2A3Yy_AU{`VQmLN#w?ga&UIYrleo_y9WDbvIOn(i}S zlN(R5$nA@>^o^LR9vpc5>i+D8tMkmSsJa5fxj#KeCU&ZNnr;6KTm~0j7l&?J9rE~y zbeyakK+_s{U14FOVPdkea#G@&^E60_5KNTZH4zp!>z#jxmlTr{u9{ zo}n8G)5YFDVwx{)#Us(x1h!c~5*(b53a{ep8T7CY(Y{d+XsA^A} zS0H=)n=<@RHfZL%ya^AmV}Inf-K6f`;TH3f(*B*8E6u^XA`RN~&fMiqg? zsqNY%#(=qUx+njr;8p2@>AtxMy3Id($~{;w8lTVF9o^Gfy<|z<^tFy8*%EPv1C9eM z3$6Tmke$(-TEt!8yZ2qxJk>5kC4wuJ4bcSnj6CENkr9vnwxhTraEN>_GwCX&dj3vd zmXR?%L$4GhUB?XNzg0~dvsy)aL$;d5e&^ft^y0*tmxmgzZB&0rrwR+_~(IH1I*v4sXYrgAj# zwy+jKSe0EDOssHdyE9lA{^u|9ws)D+*10{WSTJX$`y4_e?S#6LoQR&oc>&YQuiT=kG?*C+W)I4&uZ~Kl$Lab_aw4 z*X@(BMP~l%{e{{u7vPClPj+{atRKKD*EpcM+JQS@KM)FWw&t<-f8p<@xk-&y?rgH? z9n#bOq6>cAVVg7NwLxU~Ka=g@hnhyD&V*|l`Nh+vZX0O4{BoK6Un3unwMq$&n`Q7{2jWd;STc;zKV3HV9&lTay>w{{ATpi&k%It{g;f62u>L zDb#isRYh8l50mj1v5Bh|@#I=9=en*%V(iY2?E4dA4qSgqW{_7q_89AEUqodIk z-Os%(ZD;qvD_30l?PM-wZrvAidkILaw>!F&NfmV8>cDCShHebi7t#KW%sS-Z!9j5J zeK-ut%2bb#!#deiI1Q ziAC(c3-!k$UF;9JHH3~Zo;lO*&rZwbE!TTh`=Ck8*oHa18$7J%Lr2n{vYhsu3ByG; zee0X%Zqs8iGd+}^3FcxO=;_QRme=i!ux2yb$+7m=c{Q^VKOQ3p7l><9FSQGqU__S> zTUPlsvJRAd*=ZTWl5e;QY(_MYcH*Ol)Je>|S=#-4V{9y%cF&0|Ns1~3`Ci6vLLB4r z?6%*fI~`tpA=${__EVO&vypICN z?-Q*;u^-P7;Px+&MO+vRrgaTFyE-WQ3xRbXFRl!HO@H*bA)iacv%|l3B=To;Jgm#? zi&znSGj5a8*$r#&8o7)t-bBkw{E*z2wYmM(>AjahMw&uC4xBj&`jGWI+)e;*bDsZEaYTRy7CK=WZB+ zvF#qu-=V0UvPybw@x&N+6XwTs$Ev7k>s_b|pMd#4l8mKci}z%3W$)F*Idm^F7ZjHH zZ$H0N+iB)H@x+dHSN6TDSSnH6SE2T6f<>Wh98l|6mE2I$m3k5PF5-y=;v{n6I&l*J zFBc)Fa-Y8GjaOy;4qBxak7u8yS?`$feN@mXHFzV+&Cv1p_RZ%+l?&P}$*MWxP%V;s zsO02GoKpltO}TXa@YNLy#}reaN@akmKnsbwAf+0TFbj@4fZo9V+H0c=NRbYq-G9!s zEF|Xs#$ePyYq7!irWTF~xu)mo=-mRdo{R~N)P=(5fDrH-?gr3c+|cTHf-ahDF9MI# z0oCX~{#Jz$xGDmba+aOTk@(&X#>bk2fS#D5_M!3BREYfZhk`SYE#ir>Kj#A2 zmk=hkVgl91o`oHU=$4@e(NB{#m(T(-r}+B^Ke8(tPv~46ZX57G7xt~Hb9#*`mD~{y zU&&H~9rWHS!}m3MN3gw|aK7nUkT?~yDRLi)Xu!}hjDR!bp-g9X5ilL#J548=c%V*c z!kUZd2UFQF8ifEU6P!9?_iaX( zJvUVXyCvD_Y(wZjrOX!b`t3NeE6jr9%H(j-(XNZ$$S(Zy*YEGy=Iz+`0jzlpG-}F? zfpfTRnBRlbF4QC9*@Z8yBj~2pgRn8?Fm&w9>lhGTJ0BQ9Xsi2MG*f!g&X_iPdkbb~ z2wh4QFUX8Jx#IeP?r)PprvqDlOmXw?JjXU6COOA?=nS&xn@q%N~ zLw2dghF-z$g|3bJ>fPN;N<910Hy>>Ju!5rGurFpjQ$@$=C`DIx+UnpNV)?J#0*h(e zO+yZ4MOF13jbXGky7m0ZQzEDV!YzTkBZ$5pK~sj+LnPu2+{=rO1*-@^dJa8Uo*5@s z#jCA`Z1EX-{@wi%6C`xVYG3D8{2e%z$C0q;-i53L(jfpik%Wx^!`Y)B4s$KqKO)3m zGNu~W+r{;aCurU`y22WTdxEj$+mxfWN?qma2d68QG)pZ$+v%piOP--cwjyKX{p1v$q5*O1LLjhmTF?4Jh2j(6XhUT4?$Ks!DYh9>YbC5BkeFX zOckkO^E&tF0!iVLdfHs*oD{{G*M0IOqIZ<8)$lSiA*CTY(T*#NJ|k>p_qG+|?kdt$gzB9dBvn~7)M=A@NBUTP&g@4Ew)Fe({1GoT#ZncgZSaF?&xw3 z6iQ?vG+MMEg&qt#ajH}lUX>BC(UkI9HN0{ibdsX{`F-?mc7MM?5TD5^KgW+%xh%5J z%A*MmjuiFRW=#+AdwkLJt}*_GjDlrPAY~5 zox}m5!F3mh)(9dxm7A1*OLDcT$1)-h2Sh9{d*F5c*N(Y8qILTu*rUT%J~UlM@1|UH z(_dq9gpr>9B8q_njvzV|sx_>v`*6Q<6;JloxkLX`gY2wB&wiaIJI)urNI86fbP)*< zN2Cs6Z8v8zN#G;YB3g#_j*gLhnYpI&{LiD;!e_hFUNSPmzRC!(purKK={%(EVWm&Fkj^5UmjmX`lL6 z;=9~?R=UyYxC6c~2EdGfbMi<2j0JdE6$8Yom!iV=NB_I&-ajCPa9t|+5uzYLzryK@ z+-wPp_T6N50(Jc0n;p-ma^6kemo*t)wr~&07SXM@t$gj~`;0=KPUDm`n>Q$jpNx0q zFKTYj`=p=IG>r_%VEo=h?6P%hK>Q^%plUy;%v*$nP5ro)qdD`MJMi z4p^DY_*uZlF+XNpV)J8RW}}2wOWD?JjbmR=`L<}sSx0R9n`0vRU86cCO;1SBHK>oH z^5}FU5^Spi8N)-f-@kuP`) z%NiucwidlsC(6#3L{`rz@4uUL@Y+M6g=KkGDDjvP$uK_|Twe9& zO(){T!@Nb(c1C>dVc8@iByc~#HF49z)l4tkxJTo4ytFe92PFrd}FCM5+|2R zgL=&ClK~zAKLIG~0e~WsC(DwmNTq6gq~VHXvq_lj6|8|VN`1^wrg2aRcQ_9{>aVNA ze^gf8XwGM+;8B8bK)#VNr>^?#EJ)$+z(bATe*wK)v;iF(H++CLwylV3)mk!N!1phN z6JZ|5veHBo76Foh1%Xd96gmaA$f=gL8AJm3H?@F1$c zg}sN9t}naux7Q)?ke&XY^~mbZkr0wwX@h$gP5lFq+{9HHc1sR*Q4Xt`u=g=jdhfsA z+3$7dZk4q}y+$%=k!i(HGPFYxmEsS-PM@}t>-CkQYfO?i^);*5vo{P_{B#1s|M6Cp zP}y+`$oqeaI`99TnGAVd6-g@ufgufsDLNT_S}X!;@XF3xTo!7AI%x>s)2v>t4`gQ~ zebXCg9C&yfhAHs|JN+mwnY6#}NbU5tew~s|;+dqGY-9VHn*xm&a#6+E>CW(^6dkxS_jit!I1pwJ_OEvJS{WXBKSo-Lli|Ue zxR(H4;0<{XRRByp%MCzUT>>OUx^ChVpm~1c6o#^RWjbX8}jt&!)dMU4=lo zz^d%NZKy>u8u!hE(Q^_T=noD2JTe`6Ue}!J%$IVz8eXF0Lh3=C5 z2(|6CohC>=!t#?05gwGpShh16JqR1X9nbd?qa3d`StOn z*p|se+cxQ5c`=*D25xGT99^O|!|)IcO(eE2oQ_Tgb9fP^P>~OZmMXS@BJL2oLqzM3 z6uWEvbCI=es3PF0o}lEGg$T)h{qVFY;9F(CPn^-;4P(9`+$Cpt(hPOu?pliOtt{VS zK(du895zFsiJD`K1jg+ZLD8akb~R-Bxr}AJUH0t#F0^5zCw;K|vn0wau)P2DYVb+p&VM<`8ni<+Su+ zdl=wJj|L-a+_UN7kNLEcbFYoDZmoi<=Vw|wV|wJ9koKu?V_{}Tg#us6`qJ8_U(P1cqe4ltw6I_pM!2x~31qx6PIuoekKXurm@t(#)#pfqqexd3KNgaP(h%_O5^Ly^S$Lu#Xytpb~AvSj8 z#Eyt%Mvp2qxjFKJ%vV!SE^KXhf{F;WYcM2n3fBCWmu`iCPXK4sWLY^l2&PBqSuWq6 z(g0VIBZpUdQ`xQ;M&^p)v6=gOFCHziy`#rn{z6ZBP=0eg^T#Q(&28e9taKm-RZt;E zMn=@dzCgW>dAJf3G8QcWtGJ7nm+a==Ww>>zUktQ188Z*_5cq(Z_{x`U;60HlOm_Yd zatGvjkd~B(Z+dZ`iGS^74&T)GU3=e7{w=ku$xjrp{=HVaiJnC+E-M;B7$aDJNx!*H zL@O8&OO;+&fvzr0F?d-bA`lL23%w4?gL$F%~oFuv7l&CQ0wuTB=gTH_)gMDZsUnlBLg-&y8p6S~06@~gBrLiPE^?>V7(b%l$0t^z^4=RUi zkI<Wl?p7ZAB-{H-?9r3DKZ?m6|1_MkxE09NkrIzA&A+>?DKytXa{1kIEAh5OxLA< zhvGgaL*g#S>5|5f=_?6Wqz6y`m@V4oC2DbmTueQ=uVZEU!GV|eW>g=X9CPK zhq00X(zt8V5i(YnP;(1$aJPV#_F7T_!lS-@0W$Wun9+0=B^lbM9>BAfB_x*?{MXtG zXJO1(NClkI9bf`qI``4eI^mQD5yR*D`KDj%y&+&HY2Rg+IHwGe?N0WI?aR)4cX{Td z?#*SXbF44}Oy+IOoQxkqpo#Vo`pQ0&ut9U<9^J3Ad{_|Er#jRlQ zEXYs~1{;Uy{el=1KG|_$r_MF*Exjm;M2(21g2YbZ=|18uMz@FeyR)zFAYN~AHqLeb zMmH4+3NpKudk8ZS+#GvtvB> zaJrN7%&v`A=8w96^TIr1lTv3H~d^H%Pv*S2*@OL;49dwXA#B zGgG?}`!_sqpI&CVe4Q=uKa7DT#$LDcSPRm(tZ^)`d{RSq(tb~2fPegxD?tv>T%^AdD73OFEKu7n<_#HdAi`I$;@r94L5r-tXtRrD7QCI!m!n^6ZuCg6G2% z*c5UuMDn(qyq1)z))}@F&Fp*ZgQGweG*c6wV-h zjHo0p3b1ETLq-Z#wvjLuAXwl3@Ancy)3cX^P-feRVqE7F6Z0n~VxSLESY|P&Z2H52KG*=_yMAPxp}B!12n}-Qi@1nR;=jkYcrjeIoaD-o6M-((r9kcB zWwX-OCqnxY4~bO9EGW2`&JR2GhqjjdnjC7^?Gd0@U4L&o+q$dmwVXlGAY7oB`qG;T zaWJ%aB))=U$K^~h$$us8*I{9XT7Tk!gCasm<}KO|nCG0=ZaN?@wi971q|qnHp@}!{ zYD|a3K!Szi0y2L4$1`!7@7;S>US8f2T%^CrX257TVM38{b z$J{Lp?~b)Q%ziYayKhb{qD2$HiDF?0-jHS<3dy#)3JgpGkEq4}@zUF^_WKzo?^35L z(qzRJCMwu!xL$rffRri>@IGEmZ>|fY!7>1gj|6gd?eCY2|A>7m??AOR<~b=5-zA$tYS2LM?28Dmh21+?WD~h~ z<#1ZA0HX7mw&0SbgML-*@Tcsfv+QCVnhMqX#evs>v2pu+c?B=J4ARLU(*uTQ%3X_5 zzj$>69iI-!xw0R^cO)U#q&7ko(Eqew@LOp1>{WcWY}qp4#ar>`5iK8#nknZ! zHm}Ee+Hk$;)Q2NIm+y9V|H5dMb#5b4u#Z5HA|C4VO=7=6>x6j4^JVruav~gtTPOxD z*@H%&q&35jMZD_>CVue`I_4YoczyDi>^Mq_ zBtnleC-LHU<1`;wvmP8fR&pTca+$st^<<Ifsj6(CT64Xt;^D<1}*zQO~=g1p)*9l8K=NfOh?j~|yCfB@drHbW8WBnN-G8e*** z$Lt^bypBKNypV)(Y8z`)UK7J(=Ce$?so0g4^xYtH+^>r*)y6dW$!utQ5PxIVQ#ZWS z;-Js5K9Ot478*8!MBz@lq4^Ky;A8jtGsz#|-Z?OE7-ze)RVT-`Mvo+8bZJ8aRZj9< zL3yCvFY3q|O@s@dsNL}EaI(_F0aYBUdgbiJ_$ny6%S1SW>BL@mDU}qb87`onEW9_G zqAFUeyr=>3HB(q|qSk?e_~*T>x6QurAf4LlKrGPI`sW`L7CUlQy^XX1JHv1 z`*s({c9-@B7mW^SkK_G5jHRYimN*Ir36a`;>O*rzsg1-; zkJ9lCr-Y`MY#D%y*rfKwuJE4O+eHs^isS`jZX5l#&ilNc|2AcN-L5~w)fzqG7n}Cf ziTgL%@td6nC66UY5m@b+f<7hA65UM?Oz#8|6RG%jl?xb zmWjDJInPhUf2Hclb>j9adIveZ9SS0kc+;;TAavN?P~CfY5K0S)U#{w}l&(Il3sVaG zT-eUd7(XpszxYXyFja1TbuH? zLOx^k;~j}O!EkX2_@yQNv!O@Ar$vza?|U`Njc#g0H{~>YvuLe8f31E|y(Ep(_NzL+ z1A0kA8zuBEPju&w{9;9JdEeu_1xVSSMg)80*|8Qe+(D-?uS=;!3wyR@!nh7>^x`ZYTn=J zUBRZRPs%nA53Md1QKUSW@hLGz5^X3X~5u2u54Sn0GW2-qxMNTv&}PM4V*~N zKwT4SG%T^w-XyZkJ{%aIfX<)Ucs=4wMhZ_@zg6vjxSYj-e~{(UnIv(5tVdY)-DbpKTa-i=%ALY$ zbhseZLHMmTYo6a@Ghc@i46JRIjar24x>^ONT04}c7AXIj^%&{YBbrJ|N;){%KjRhH zf+g^%El`Uf*II9|J7M>qYAU!C1yt`*Lp6!wBF8PCLEpW@<>U<4din~*kGj%yiWJwi ztfly9%C-RXNf zs4qOs1oL*GW(@E7f_3FWS=jMafa$pa#|0ml5MU~Zs`-_HEwn>NRdgw}29jTQokeRm zK6gtcSm!s#)RdA0jP@zKHNgwY?2SNZN%W7D+1LB<9haQnLY4ze_U=eUb+8 ztGXGoidnXMjb}H0OAO=75_t6a@5O^Z_4DQL?FFu6g&866M)ZfSN^BqoN`07HlRQu8y}ne7#G*> zA@|su1R;BnNgo?g{Z2@UvD3?IKIIktEWFRN`7u01os&`?p3W_)dVi!mZq%OVJI!va z$bDef%3bowPS8mK1X2%VEna1s*v|kUoQp$CBvWkdufQ-3=9{G5Zt}BY8uWPb}zPD3*4xEsB$QTT6(6hAQ z`N5Z4Ox%aa^~N=E#AO7LwHCm6=fVt(z!K2t2Ymqk5O2@2m9^rb#qbapGU;B~t}vJR zL9aLAMqSwMGjlYRF<2{G4PBom4kZ;N+jxHM*5$$|@U1udwqx2W#I5||#EZa#V@nzt z*z;rJ@6{&bK$qA%p}yM=l|K+(KlvMfl1Mjk41{ER0PTiV1+5sL{NNS1-5^-Hu*SH^{oF;0nGiGVG51W^E1=&_fR+o-EAG4B~VUCWY%(6{{kmtFo^XUWrd$1YR zqxKMC6DkvFlo1DlK2IMm8Fa{^AV}Yb%i)Y6u(;P6NRUk(mf!-Fq97^aD9?no!k=l-^{64#Y}%^mb%S&8=X8RWZ`k?aKAAscGIMhJQEyy>S9p13Rj zDNXjYuv+BrO|#qCkl)xQR1lF>^@r_5|1vaPjb75+N64xif}xP87Gx$;Xk#NN2~B*| zy`*DBOyMIWtGv&Br+f|0YDoVJpfvfLPo0L}BnH;M5%XBNKqxM8Kkvm`5cHrtMlC-6 z9$EYZz8ecx*Wn!{n_p-;0XsuvN`w}^zE^H1#<828YM7)qon14iZN(XuxB7L+D%Hz! z_^BWXBPap%GGYbym~oW?*C95?gH}tjUl@Vav3-aM;k&wEMX~Sm_w8iV*=YPkWPT+$ z0^>H0-Te<$k>NnLG%|D@7Gy?c;1?77_*B*P6D*6o5q90|1g%1)hVGhzZ~GT_5srnP zuf6$3aMLPB$2!XzUMuY%!z*%9ik_-c;m*SmQ^j{8QKDStnio?WJ2{O1!QUR_93a1O z$1*A^tX$y)dr0=>peD5U^y~-z0ysXp&MjS?94PqL4+C$&>xdIp1FD3G-&`X3dbw{D z5k3P)AIhpPz4Z`lC?zG0ZWde7ZHcqQuWA5=6@p!gE@u7XYt_C&os-#8xQ>Br5Pq5X_5&E*_mHkuLd-L&CL@qh zf<=J8BohsuPjYxaTveis>1J%C{d8x*wS&I)Mfb@o`K^>G&JxTv5iIn+p-lhRN5nD^ zur~0#bOVYBUQzzdn^#e|7UW}|;xX}h3NiNUIe7}NfdVHkjtz{%w@di$v5UwulxlLH zb6mEGL&;i^u?xd3+4BwPqT1vTa~51^I&2OkFfQc++KXo1jytTzKe_nw7* zkZY(VdlwUvM#SGEE)dR;6=4gOAX`hUA9R=3C3&w2JtlIyf;}|LdS?Z^oHrw

}&2T z|10q- z%b~c5rSwhT`o^k<0gbY38${DCw&+_}MYT!jd(f@;#RLu$W<$|vc3tg4iaL%Qx`%ft zshJ_Q;mD&`Yz(?J<4z>)c(B-cKwh>O;3SAxTn3c>krrZQ7r!J}6#}=JRN;Z+4x@#N zL|yC@#LyUu_aRXsP+@2;&8Ds6h-4U4SaniU)l9 zg)TojU80i`SXfTiyWD$Hx}Ns<9aZHwtCla1UH*WZ_l_E^zoSH+(qEa-G8y$MbvdDt znKubq_41NOvVJCa)r%tL|j#78^Rm_&E9OC~xrhcPUxrL$DNAzIL_Ga#EX}ZFX zNM?~jE{1u2oWc~#DZdiCr^TB7NxO z@`Z2sk1L^)o+=K3@?%k$rZ z>Wy&&jvvgPt2f3x(EW7MKQHmWscF_L4yW1NqTp8U%j$`!L*u>rl}*d_`d%=kCy|Tz zVH@k>qvN%tNQ9Dt2VrFDkf?k-e>L}H^pP)4NgYov-i$u_wAV7P8o$}<=?2cY?XpI9 zeiVf@?PzN~Sv=>oG45)4$mqzHnGAY-LePsQ;%sX`w7WS;8x?9CB>c~Z=gkA+Ia_Zo zez)QJeR!ZI=pZ*aszroe`H`2cF*_F+HLDo<%X?1fUP`#txw(V(M!EjCvNeP&ntOT- z>VEi+A6U0vnItld19Q#q5*HT_k+zHm&k=*2>Jpxd9~Q+ZKYo`J9Fec8OOu5ani7P6 zWzY7`1-$t)XmM^RqnYh+75CH1eVXNtN<5*@7)|0YojxIKxvdI{cxBuQnhp**7oFgj z`GqC-sI15SgD3p4H~r#IzG9=L^MRN55)a2vo%$i(B!4pPqBQ6K)82OnRh4aTUbWS3 zMeJ5lM1)pB$tr>%5={M;O3uu; zdGO}_el=Ay|IXA{uj+Mi;oNif*?X;Ted}9m)f}0hFnr%BP~Rcn;^@Zk$GmG}w!uZO zVfBQgUfa-S-Iq`^1p>o_4tlHaM|fyUoRdU%A#vv z9>ICSp8G@WK5D#{n7aAae9egiXH`mTvQ?S{j?kTj@oR(*WgKGeldcb5p!$qS)FBmV zjVPc+j^BTO_NHs?zpj3YN-pm6gni-r-OOQzcVRsi)4snYUr#@8Mr_rDvLTo zXRc*pz6(1AnQJ4w70fOVW-~?xE$_?SJbSLzjz%40D?`&cgDY(_h&=ryRfku%Vnviwu2SRHQdMZVoHrY(+D<+$2yKXq{gl zd7F*5)i1J5yIg38cAEQ=Te}l2X%N*hx2bnEc-U z635Att;V6q1ojWagg4#HZa)a=O~BlSl`ET{!aBb0*d8}~ZHQ0j$#>5UbBT7E*R9RA zU#wz@I4gBAV3uxlN|iyPnf2Rs1A{n3D^U98)OP_JVsc5n02J2SRxifI6V3HUvsPwT z&f>(Rvy(-q4jw;F>hG`$mZawzPjuv%q?J1T1$(;mt#jQ@ow`Me<5G*U@0_~4gfi_% zblctLhS*lmii!~%{pZGQj}FqlsdY`nElH?W_6iGr;BwwGQRN~z_D$%mMVHm&Semg- zxszG>*qiP0vACemqBI*wz|-hH(|o{N^aaL`X3wo#ecBQg$?v-Nf8>3uf6VkHxZk4x zg`%Xg^>9PqWU`O8yXmRf1I9;OrA-C%Up%evLg`{7l6lE!LE)hfjVD=B5cf$i-ntWm zx#2D=SEZO69-}MyZu9H3DF#;rLXyKvh4EEM>X$YilI1^Mz!&_Orm%G0`Iy+_W0%Sw zN@tfdx!69GvQHclF#bC%EE%9z6=N^{Abp6$z)G4;ZC$xE!`}Pr975PFQ-@AAewt78 zEognNd-qF9fYseWeP{FRX!hCq&ScLIrrBARAI%x>BB2yn&f{f$o*ZL6`+5gWg^ph);zE$jSx#a&PLC9(YO>BDMk-$n6;Va2rD!WF zE9Oto#d3&iJf-rnBLn01_q>3lIm`d6=x!&48wY&CmQ zZD_5zapi(sC%0|<&gEepA;4!E@^X)tXClos!}y#(kklgq1HYn%}FG-BnimTq3T8$U1k5309DpTtoDXd7nc;yv}g zY(A)GS;{b2ALCuJh_)z72o>u|zd@#zKRLz1Mz3&X;-*G@`rXr~bsc*c)^FG#<8$Wh z*$Gf|(3tQDRcPo~@~4Xnv-Op!5;)yc8ZiHSUglb=jY(4m@4dRg0g0Xu;x zk*TZak7Moqbt;T_$=LtAyl$}(W+twGp`T+su;L)LSu^t3f|zZ-cGu~bEuLX@Kd;>4 zD;3FD%5XvQqp-nN71encSde-|tv2-+OU97_QXgbzXCFZC`&!U|BhRH*@9-;e<*M0E zsbT%?>I+(W`=}M~-hH5@)YKlU5sk>q6o|R$^W=#E;|6oa)wMhNSol`+>_|lD4(9LW z>`bhzDX8>P!?Cu|6yoEPL*LU{+h!fLN58E)$et3Wjo)SPNbz6$5*iv*#K2+XVHH9T zZb47%=O7n;?c$&){UAa2|NF}g{=`|SIDg>NfPc=c(@5bI&zv*7KEyso5UGz&O-(7-tbX?lzFRGq zUqr>H0Zp8}Sj03z93Yz!hR*ECki&-=?EHGxTQCn0}XWp&LEh^epzi;Iduk`4Z8CG5!g|hwr>V~0Q-oJ{@DU=Ir z^eewkxpn`|zkmD4W8u{wQx0xhJ;sz*KnSb<0;N|C;Qzn)e_a-bAjpabKvmS8-6|G| zYSVc5P=qN8Mn6z?fndOB z%j$A-F$G^?yc=`pR;GEU_(eElG7%;{BjZ6L>&~6gU?tBUka}nlw}cS|{kJ!=)MAfn zUfvsA9gPr@hGYD9adC0N^8oZ3DObt2yGd2Ldi4dUZB;Y<)qRmT4{WqZGS$2~c@60` z&CP0BsM1d5G^U1(u)Lp?{7=zHVobz~7PJ zWhY(eVH9#m2R4OGYQI|%4q$h1{BEcR+YSRtt&Q?vdBdK0AXadud=f8-a*h$@@P^n zPzj*Hnclg_yx>EdZoXX-`pl{S!LfR<8MfTNvuO~aj=$BlYmsL|f!Lq6B9Whm3a zrZDDJDBIe~3NNo?+qqv>ZZ6h{d=*I1BiRe{^9>lWnAy!pQa7DJl81cCFm=t!(5){loQ2-Ntp(B9yTE2*7@kL$>)th-QAh1mi5#Zu98Hq0!xM45K8Ex2>5s?>yC-ZtwuD5Hw6&Bdo@nicc^!>J7|kDAqLY z>6)~;&~|-ux!6wjF9V$;72PS5g^96!G%rhMk?2w8;ur1u>@?To_`ZhO3Ezr^KVNQZ z$+eDww)k09)di{&qW&y&kgGgXHnV=?#^Bc7yLa<>`(>L+OW$iv+u0`=0(nJVd-RK0 z>&Jthi+Mgm)7-9yxd(HdOxwa9CKQzO(SB6qEn&|(wNI=Y=}B_8=8DI2WZ*f3%7z94 zb87M)IrFsj{IBk9f2ThCl=z#Wq`>&twbMZV4QM$TD&el{V^hkYW`z8Vq?<@2j8U(h zlT%)0S5#EgiJ{d4tN@?+-3r8r62t&DIJ?w35k6KMC?Ry(V97iMT z#aGXhAM5>fhoMh8+HO&@1*0GX+2XJ_G>cqv@eI96b1<;Mtq4YJ!bl!59t-g<WG&m`SP7s3^vTaBe&0o@4mSmK)rZT6+t`B8z0p@@znwn2MJLBnN2Y;F~y^v zJ*WrLg`F*ADD1K9jdYBkCj(bcq^H-L+qEF@-V8T*%% zlnA;nx>SctbVf}=R@RJ)j=hs})6+&sC}G-P0{^jN#1ADT=gEL#Rz}9sH#9T};qw4) zQ`N*Io^2q#lCK`EA7uL8tiDZ#P2`^a{S7%Wape*wDJ4}7rQ{Fio$;;?I(8n^TL8Ii zNJt{7|4rHhXNr=*Sg48lyjP>Ym+hLvri@5i!|uBY*DqddkIxZl`AS8nlMzf8-C^B(eGtg)7S>gG-)J6Xqc!5 z86gr=vWD_Z3CR?nNR+`tU*jl4rG7w|J$`5(%@KYA^)%i)C}5u z2-)}&cF(LMZU#-q@K$^=pDP(W_#is78PqKS!i~RLx3wPZi8RvwLLh-%p>EPX7>|TsD=}wj4;E=8n9eY^z zXs;Gm+R3vd>d5JV&ck4GYf?xE^A=`d1qc+5Pmvu8y|5abFIs3PV5{xE`y8c&-0bX< zX!*+b1Sa?UpA{D2Naw^37f$I?>i}G_nZlJ$;$A!x_IKz5)2Kv9ZK2iy#KE5MLX<*w z8lp$NppeRN1o9Nhj#dUW?dQbmfhd{nkMNdh>m*Qgsn%(BAjS`|JYI?kRvH{tgVyOa5AatAeX38z0_T9m6ee-B>tGt?!7rI0rZ5PiP!znq9O@z zF|W-W2N3HRNj$&%{8>}b$8t1sGrhEM6!zBsb7vz1GqZL#BS;bzBO{}oT@cX;)6))6U1ra5Y%(W7U^epp zMtC%TcO$>MNWlay)yA&?UZZx2B}-ymA!_wA;h|6*WF!k~qNAeX(CPzg`2=S>3(7bj z9E=nt?78=%qi+u^p9pZPZd{jGCHIkNwcz!C0mMy7=u2gm+p{y~<{HYai1dOQ!)w>b zEnq5MD5O`JS4%eu-u#r=eR>^5VU5GrrF5hwdMEJ$JsZy}E=R83P|=1%vu5P4qj3)8 zjk!QJEPDcabo*0p;IP^lIEGhORW*?K1lw#CKHv*pCZ;C$^MHn%hCI1%m0G9gAr_K>8@$VW7IpL&Mtq(7Ls}E zB^W~9a`1ez7FbhWAfFl#ZyuYEWO(cowE^or9i<% zYN3xz_4W3epffT0!32s=e_lteLkpiouWRIv zMkF=|u3}%`O`k3PhO*6Ah&2>_cI?;@i4u^g=x8o(?#e{cXr~a9=GpHRSrEqJRymyB zKW+4zH(TfGfEWy!griuD;Tg_w>};s4s!{<_`pf>GD9^5PJ#fAOut3Z)+^-CZJjp?W z&Me~Dv)^?vJ2P)_mL`aKTKvH;`sG)yooDl|EmQt#p)IGSBc0 z$Yb`fY^F?Ca^uoi&*7Xd`gY6mz3f|4e*%w-HP?nS%N^?Lo9$y7ZK|HDI7p#Pvkqs# z%6V0|c(arJEXpS={ITu*+qV|EIvsha>WX684$rZEN&^^C%Aly+hgg3WGU3_!q?lNH zkDalxvD_Sfwp8M}lX5FvF=!-h4v@g*yF}adH586Lelskx#CAGp zV+pE<5WM6y^uiMo@JX=pt0jx@^^|8fRC=9x2tV}M5@HOCJ zc2~Q0?TWc|i;__Q1irtuJBhUEg0CySa20msMVC1IZA)y`lsYl@uev~zHll42zCw8ocLV zMGPX+JM^i<_M{v^wj|5w!xC||8!R%8e74KZt&@h@U z4pab>kXZ|H_%o}4tJKUq^!(N4bZU*LUZ>-$UA(S;?`g>|Me2u^mY3B25_sV zN}u@o87$t3{k^57MXr^hH;2c=ZHPj{0L)GRM`(53aHHa9s*#(apZ^sP&7Jge@fH$h&c;rZgB5k%k#=0H#e7T1Pu&A zD*!3|<)3>BEClp|QIM}=ZGMG3+1D@k@X|Gw+1AgJVE%Z+S?nfzXtV?{A*E$y7<`~h zG8>tw!;|-*KOC_1WMI83!gHD@cd`QXJ+@$zO(3MNc>DId&Gh&EtZviKXN<>Cu?Pb2 zpNuun+fax{MZ+MUND>4=G&63248*gaJO|J;RIc#ElT0fp&_cMuAZ=Q_?`+J0lQGmgW8h?v`~Gz z@xU2J^dKiG^XgGV9n<-EPIgIRX`cB&NtK;vGw@<*zE2{Ie!U+qd0hY*-ie`BHJq?8 z`i(5(h@QER9)*=>WPEEQ=zbbzKgY#o(ZM$rtl>iE(n7e$0kYcvfJ7n}y_`}s8xPNW zv*mhrt1UWeg5Z(GV96*qw0s!*7;fz?WK??!E|zb^Lh*JcWErG?%}004lh`Zfq(Z1t zWJ3;?9I4VL0U*ZHCBfN6ik{_F#mUYJ*{+T2@-|l?O{CuX`7mJ?fT#k%%JWg3kY=|n z-)rw6%mst-Y1zv=q+t|mJOUm$?=5>pRLG+Wy3X2&VIWy=No`x3w%Foy*I-LV%uJlZ z@5OlA6Hpbs>LS{guU%b&P}PoY@AVnSk`KbJDHGYpfeQ|g2@Q%hHFQLuK9+|Y!fYUZ z4ZME`B%KK!c(5+&fkyfe*LgjzSmbI+wU08BAY7 z3#uuFbKfHi>Yw3-5`D|^Me8pLaq{p~@sM_s_yN4q`elaS@0G;jkFD!}`bmA#6`kc- zJU94JQPYdmjJ?M4Pk8Rl?y^Rxk))AP#E4hq>m3@(jysQK!1V>fzY{lcrHL?i*)@RREx@TcW>%L z-i^>HHb~@!iaIJ`^qL}QL>mab@*Bj3gw)Vd;sc3F0CxWR^UqkwPKj)%*pnShTEUHvj*TgUzeC|u1EiRcFkNtS z8x~_>6t;Kc2!P_b zZNAOG)wrb?q`erkJKgesV`l#L>j;dX(zQgp{C3iP`XLB7hH2NK_WbNLgyq@qt953& zxCiGR19s;#f9*g&q}vm+V@?&On0h1UE`gP}3DvZdDxO_j|1;&T_djUX(7f78-bV5w6TsFyw5|y`<1>v-5zCX;zm;ClPZafeZE-b4Bn;DM> zC%p<+Mbj%Utk7aNfztXw(Lpz6|D}O{A}2>NfOUPv_9N z)(CTvUVWcJSqu#?(Z2uCfdeIEf`%8+!j742Ar6kWXj75@107y-nEN2tOg^CJ-0oh}m@r>97sp zZ+SBp!5%~-iqb^Cu56@v2EW@MO(AR|^9iNBA~p&#GM=(OKqbqQ&xr;cr5`VA^N_%q z1z}=~m)5VhG#enhu&W!4@g?lxOfcY}qIPL4!5k9`2U5jYtlAC@2{ckbhk`l`9MJnb zV&{e!hCG9YZmv}nh#*-KWlkaU4G%!=cE6`iN{U;dkv<2_FxrHB@XW1SyS4#>cpT$6 z6amvKt1o|=Z?7gLCG~FI)Uu*L$G$xZ3H@c}6-`y1VNK#d+JYM7&2&Y~fZ;3V8m9ZX zxMZ;8SvW3H2!Ui5kW?qR9}#d&1K}5bf$eyGrPCllr#CgFASDLLuZiLI)@^#orjXbi z@`dz<=y43!h&DsVU5^uOc(8bEm;{)WO{;!#ne_ zZ@IX*D%!%qLV(*Ll1qm}J$FH|1Q&1gvB8?=G??LB`CBcrol*o{F##X;vz2BWzODm%NV%^OK7godSF|&ZH=UF$Q{0K+v2woJVWG3=AM1twHG1 zux`07yxqvej|_~sFXadQ^vlmb*P=6592Sc6;K8ze)DS3pAk8&Grrv)6ac8_%b}}B? zbde8Sd6xRog*Z@Yy^}bVVE&S~O&|a%xVN#>4lnMMcxh;SKhTI2R8mnx#VBk$)B3HW zuoaC((lZAd;-36KsLwbsFyNmD(_DrUbaQA8OO%%2qOJRd5QL#$!Cx3EyNPs9Ol@$7 zila*ZebJ~l?OmMbqG&TFtLOtYNnv9~ErLza1}3Yqhl0V18iFuF>vDT!B-;V( z3#DSbwldJO4?*Cm4@Sqt>;WNaANV>3G^Ui9nc4HBaLJ5NtR5vYK7B-;Wr*dN2T=~$ z1<8g0DtAlDhJzjPObHSFt9H zmy0e+ib(@Cg?{Pk(tr75YDx$|p=XdYFEQu-9bk+TqMt{AJfh?rb>wHZZ}g#q7`zK0 z+hRbQuB7nIX*09rl64EfI(v|!;Z41WcSJgm$_4{e>=Y?>U)(qb4aZ-}j*o+bP1``v z(RV&bmtiLTuK3H~IJC`B0;nz9iU-JVJ8u5RIiKHHS@kZrgY*_=+l?IirlBRsZlw?@ z^A4eoPQhr8J@UF3yAOcvBJ?-A6Q;h9{t#g6?JjfBp?Pttae4- ze-?c)Lz=Q%hn&W$g?Q&skrW4bN6J z;N_nzfW_k5!Ybazb67p~R9{WFeZp4I#jZGk{-*IqiWg@Sa@)amWG~(oG_HHoGhxYg zqU|~vZ)2qecBOqKcz}&EMyZT{3Ow8;9H3^?_LFA+$j>!_;-hPh5^ zR2D&q(P`X{11E>_RG~@)BK4?Cd%#@M*;)K%^Kc&5(W4)fP?Q&4d2`*mb%N-lnlTUC zNkhpUU%JlX$O7_vn-YVkW}id?jJEf9bmEBlcXuEd`usNscU-~!I{+M|<>mQ}i_i^n z3q1DK>##lSDHGcCX{w6&q?NCY#0z^Uxn|bv-DhPK7 zh=d|0uWb?-Dtn&Ato7wZkahGEz{&cYeeS^#N8kdKp|_}3|DcZTp(RzD(H9L;qd+<%(A8z|lCyoco_0%nHYeDgsb$JR;TJTICRth>z3fdFnWXEGrHPpvb;`{|t#2=zw{?|0#dW)yvZ}-M8?^7cJm%28i^4Ow}iyN1eC^YGRK- z{rb{nv;b&@zE3w0$wQ5zT>!xYhpNX8>aa~kzlM~D#If4RdfJZLStJ)+Eu+yOY!H}M zLpRIB4@A5A8A<>3LY zs(Ih;0Ex#xu%+@D!t87J*<Wzo#FGI(q|Cb7dAr9Po|^kT;psp;sbN$Ce+LHX{BnD(U0+8Kn^M8t$65lznF{Iy|#Zd;H6 z#yHZz<2tupQM8)Z&^2Br|29B{8uQB1UL>HPqU(w_03`FyKeAeGpzy*ICC`L5tXn55 zuPbkG;^GH@EnWkA)(#QVC&lvbW`8{aa)Ez~FSm9meF7UaQ+`jMa#2BHaa>}B@lvs| z$plT!IpFviPib&|D0Obf7)2&5N8 z!``vJgA0~PkO=5u3k0yCK8x@gc|HDGHt+?zXg7W4sqg2h3V8XJ%Sa&hGTZ?11aa71 zNQ(KAk_>i02O8tZ-6Plt+D}0=A({n>XHh`uuJX z(I1rf-mm*Ge-japLcj1#j4S7RMuUA&T)I$hLLe6wHavOO5Z(ZSxeD#t6P%n>1Y%h{ z4|%DCx9jQC``EfcX-3x_tcRU66Z#baf6IB|jE9QY+Q2DsgKmV_%P z-Jsz&!Gq^3%bkl6T97EuPVyQ1|DC6fISoXq-zgQc8pJ#oU7d z={;Z}_Vu21y#C-&{z)l~Se^Wr22Z1Kq^>SJBqcs*GV#IXhy>1%?AKRj*@PD`JaObm z>f6#6V|wm{1pvV6vAf~eqoX}74-eB`Vl$NU8xRH2vVZJ`50U1aYaYx;qZ8P1bZl#VtZ=O<(q`kv1s^9#rETiAN zEB@JRQJkF?GgAYFBP?>ZxPk6Y<%#ZHd-f#Y1^&asdeSaY{r(;3ClGIGk-ix0RJ2NJ zCW=Ztg6xbuhybq9=Prx1!=j=E7m|w+{;2P)90rppKL7n}z$YiCErE#WkiD+GP!|~; zO^mZrJUN2X1-Ehr+?69W`Navj`dX75oIFjkUtPY>o z1hfvr>1LL2K8E3s1JoyxzF%NqEZm;vBcL7{UrL70k`wRy{a*pWPyXxR{p8}}B7nAZ zl|>}6h*NGE+X`$X>xjt5fJsevm~S@N{Yq^?_%yE!D!jDxpF32HIdREDARn(7aaTj! zs{0MX-p?Rx?#0KZ5)z2;$s>?=ehGP6f7 zr?GwD&ZzqtXRI^=DD2kNr!v>cvq|%nKre-W*7w0eHKTW{1e>+HY<_gjZ!Pbu3hEkV zgtf2@q>tm#1|8!+@B~kE=^NSYwuA-lK|Z1%(~Ij7MI{0+Sua6l&{d~m0E@BgWQ%MD zd<;VWtn-l=2=epmQObuEfsuID(8YNXIb@OsSAY`Uty*e{>dz4cF|_cB zi|guPstulXx`O7!W$wsoAzO!L4~9W^ihoBe?Sz~k?;K1CDZJsYNYx0TmAV-b zy^$PsK%b?DBUa_}vUafX82ao1Z{g2G2&ra1gFkxsIc3#t4=w-oLkVq(f9r z7#E(Hn3!F;Mx^lwsn}{6vI{6b{SHt@r2`!vt^{Q)fEZ;Gwz&M9`WT0nL_j#8{8NZ^ zmF?RsJ?dwXS#s)s4)TatQ-oH#grWH-F%!?$o0ZUCEL068CMIsX_;|%Oov?K5)!HV(IF$XX!@ zBLfn=w}@ouiG~QNpK-u^ks*l_Cp3`p_d?1z0jI)?@#u?Mj{wv*U>_6iLI)jU3H^X} zgL{&+bL&QXZkUbEhc}>|D`^MOVs9jY>pBYeKeqj_N!!HDW$ zym{)!$(#e?%*gb-N*h7&>6&0v}NzR~i6$Rw4SdP0MXctBb;@Y~jcOP6iX>yY#rMPQ_^Xu0xf!5*#S_-!>Iydn7ks8iKvkJFt+gB%sy!vt7U zSsys@!O58&YRDsZAhAq}lwcG-fQT|50u5!nUl1D>9a5f}<$T#t`2&Yt3x`|s5p2x< zWnuDcYvZhx0}2pUn`Z(< zzmic1F=q|-&E&ldVK7V&;*YDmkLG{)l`a$xhk;9K`#i`!_X zq;@_)FTytCVC3T>5Q39icu1_;BPb?INFb%O)724jT! zfcHk=tV#L=oYRR0bQOO5_~}#4Zec>OA;;A+jF`rj8$yH63(IQ1XFkxHd>|sRWr70Q zJduW>rlepb02`BaPI~AQ$qpK7B!MO5Mu8wsF}*F~&K~8W_k;{`La3sn*`N74!Hf4k z9HCo)I{y;{;*%qtDM&Fw|C^9{qlI4w1WYN*)>37b<|l_BeI>2Il~HM8KqPs%Z@!_A zX=gz|WifB2qicW|Kk9mzV_DQuLNB9x2RCTFbP1>r@VxbS!9-$h?T$^7h4;LE{d$J6 z#5Q}R1A|);{u61XXL|swcfHVNWKnrp!@n*FWs!t3%99N~y^w&<)5WW5#Ik20&sC|S z1VQ}Ukt(SCBGf;&YxsTC=)n=R>* zMD#Q@-2Ncs#cSvu5cw2hc4|B@f+=_($+9t0zK0tjRRxfVV{k?6nHaNoDToqCMGI;+ z67kF;NnL$?F~}c+RMsKc#!A-+8^7|2?q5J-eZZla0DB_BGaIUgg(n;l7zTOhqMvE$ z;}CJ;?Jm2rO<~1Lhr%4rU}NB-{#pwGNZj4w0pioC%@IbIE@Mt2DhBJ!K6s3uUx}bg z@PGoBUr|7-?$GQs%ovDINUj6;oj_Gyu<|K}Zq}t~4^;b^1pUEV40J}~XWU~x5prG) zJ#Pu2hYXmwJBy1`#bnWuGvrPuW9LZ~=mKChUkdNzsq3Bbs@%2!*g5;)AP*ZH8+ETj z>_~A3k6}#sv2EM8lYA=_vkCZ;JfQbR04Jibd+T9oz{$-m3wolNBy5m)Pe2g`DOe;b z0Gu`N()E1>3r<}0NU@@KU_Sx_FoH3FW(lxEL?esU%1*qmpiQbpa3F0-!WCNW)r70v zxBg3YNtuNcO9TPttr~10OV!9cfdtMJTWb0sTO*c@d|d@DfpllW#&`Jd2DD zB>e1HKg@eNLufVP88m`R_5vGxDsapIryB)8r2`ceN$)1-4~qme{mikI+zc9f*?fMr z2AU8Wd^yRtg0z70Hibyg5q_CXIQG}>gX*Z(rE9Kzqq{VuQpr&sFg_})Q`2AFS) zQUq!pxV9+w1)5&zAnnn~;aU*sRikh|f)<}&Dc#?0(D&Sfr4Fracn7>WGhiBYz70hE zo6ez7ELz~1h$ckF2XmOoDj}q;P7-%pTCfMEmL;W2k#N6opdX{+Y(FCe<%E+`1q;YF zfc?^(l-)7-B^Gc`!eE_LJ#9MsKhLBi}s4QAt3m}FxtUKicXD(a!Y^?*x&FaY0 zI3uJQR^k2+qRGb5;|1taKm^Z5g=-M8_laf3cF*8X?|)TDw$-7yB6oCm=EH|{H$SGH_VIoCG#*?g z6~@CKry8I@nl5*#g&s_fFe*h&nUXK6( literal 115027 zcmd43bySsW*FC(IV}qV!V*o0kAPP!IgGreiP(VTfkq)JiuoYA`At)digtU}&c$88B zC8be7Bn0V(Z(hLWyx%*1zcIc)KgRQn;UV^Y-`BmawdR_0uIv8klQK-pH!Y`7C`@v) zN2nCa;*}K2UrtLG<2y@f#nO}o6pGxDgG#mmUG+A$N)<2jzMGXUU2v#JZtdR-!e1sH z?s;*}WBc=^%elFahH%OM6Srm2W>=T(yId35GC5u>EfwRISeD5d?CUsPaA~CuCrx_4 zgXcs;TW_jErDj5#f9Jkiqk6HI_A$Qy8yB4Ua$(<)z(D^GO4~t;`F}_4!oAIYxva~@ zjm>_&c_~c)C*|zgCG>yixc;F3lcI8F%lyB0yUu_5g`@w!`tVh3JUqu0eD_wQSTvWX zSsAU{tFE%%EqCnHg$vIW)%#Drd-rY=-vt-$vr(_FjrN60UtbtO4RO7*a%)7U!?5I+ zB>IY|2KiSnh<}N1MwryTO*8*~Ls6^$Eqhe^z_T}^aXag`bs!u)d91H&wo~p@HhJ&^|`k8{Nvr{ z&Z?^iJlZ1i^4BkY<~uJ=Nsb=z<<+WOB{f0gQl+nU@xu^Tmeb+Xkn(WFohJf>&m>$f zvHocEXscLdsDSPG?_{f~2|L{6iFE7VR9V@3i&t*ZmyojQR(G5ntXegZHupI$QTf^% z?_9LL7sZJsav1756Rnn{^zz8E&XM-AFy+wW%$?0A{Ds2hyf{NO6g>|eI;50!%`P`D zPhNg66X)?K7i>%$vmB!pnAh=Ys_#4%=#%fA*S{yob1554szkXHBe&F@sx2mdh-QC^8 z*B-^j#ui;Umj7t$CvRi=N4B--SyOZa`7al%xKB<@ln!j!uwldFy&7s^C!cw;Ka+G6 zt&iQjX_H^f=(1(Y(yooh%lq(zujY_1D0(=pI`;@Jsw20AHoM)s_lBjdBuJ{Lq0Qw9qXt`GO~`H+qJ?s zE^f3R`F^+cM_;x(?V*fMd>=b>_hQlULIeXBsd)f=Gu_$*v8lp}oj)2_l6v)#ySw{GpFRHc zXmW8dXvj#l?rDf_bQ(V)XjslCwvwiEdW)_OE~toDjdsU-cP?q07$`ec*}QVAsIL6p z*=J>o#ttcu(GW|}p@=NU#fG~QO4QuXMX9_%`Uw?1z{V!MWED%IWOrk>v)-|}%*!r^ zFFhHG`4Vi67#VjKlE>J&_U$|4I5rTMUiI$lE1AI`ZoF!&$wpNttvbprR8G!bujM$> zm|4>@YV`$-I`sb0e1Q17m-1_u^;Y^zP(~Y&4Ud*DyRL0OsIn$6({5uHwpQ0 zf4u$?;kp0P$0u9oUZ}`%D%Eo_<3`#`fj>h-m41RoyO=0D-_bvivj5q|jhn=6-#AV5 z%J^IG^72Njr&5y)EB13SyEwn1mv34)(z8$8Q zYPPbCcV7InoOYWIBYvd61iUHr{;w^*iW%(`mgxsR8*#)Ig;$wZaoK$0C zV*394IXyi!S@ej3jcFdv=tjJ|xx|0#0%_4VO8?CMiOUk}(Y{LwJ17Ng^A}<%7-%n3 zMq&H?E$)5SF3Nt&{L_vPwfbsxBvoma75N{ih`*$Onp)H)OJVu@zhCJqI?(v*@j1;n z$w&9@o$joRUblX|o;EjS)jUv=PAl>g{L~$quao~sxxF;xgzR5zuTImUldNw~_O#~B z#Z2=1BrSd%dALdNfW&X8^C<8vC(u4u0bpnRu4;1bUdh%qs zOEo?IT(<1mwM+JQO_CytUy5H8x>k6_c7oxigzA zf7d)NrMNKBAvv4BLbSlI(h#@xJSx%#l$^!%*rGiQc`JSfWq1IH_4Fo+?DhF22}RNX zU|!42Y`|aqY%!(#&VN4w%<$Q(5s}a8TqjzYdiC-il{eBXEG(Ry3{9WwKGVT2TmM>a zCE3oZSQ1qOUk#UCdYS6N;Y7h#tV1TmoYvi`h0Q(plX^`r_c87+sWe;)YsQ{sZio~{r6jM z@LL}n8?};6>pj^4FpnUM3D~euQq1PByMC~zwCU}wTYoX%xri;Kx^;f37LmPgYVhU7 z;U&mzX2>{vNV8Fo=9fkLtx0WYW%T*lJxuHOs>|Z#T%V5?RarxuO^IfWnm{y4G3u$u zo(jIFZb3Ru%JX{T{U=GcN@m;a2&%~d|(W$*b0+Jc<@wlYYsoZr*J_tA-j1Kj)VzvRmJ9(c-S%Y2qKUx+X( z73;~^@t#jW@AF223ij>WruP&Qlp! z;@8;G{=M!}Q!2>C`%&Qo9?;i`Pwx2f2Wgh=FHz_HdvSl7BnOJTptRW1BgkbLHcrlU z1_E~cdr>OeBV)5XbG7#&SOVsQh3_3YH$msAYyNR4`1)U89-WD&b^qm;mC44{`yVp% z=jrhPU@l*}^t8wJqsQeJQ3~lhp0Y&Lyvb#3pdAk!rL*4csMPdCLWEMdHeikHd@>a- zX#M0{5vL<_^w_bQ2dAEiDkHuQaIK?!n@`zW*o1`6A_6M_5RCK22Rp+&cF6d7FQ-ud z$FCr{)V?)IU?y)lYxL)4Ri5=g?9%e{&&`l%TusfMo=VTi%;b>E%F0rU*S#+;A#vj5 zV#?e9?%AL$^dUh?9TkzgfnsyrHXIOJO$ly7KQ;TswliEQ+;ga_ddG$hS!FA7M0(4X z&Hluk4?$b}An5d5%q(_ucdzQMPcM43fHFLfD+(^eW)AsvR7OYkWQ`XiPtZ*1_b9!1 ztRpgZV6aMS_qJ^ZQF2S)Tzv0Mqg}A(p~&*jXUm($$VjnSV-ZE)9x(F{RB1Us^cYbaiS^{P@KS#AFJZTK!6zawG?g=xf0B? zULoy@)V=?O{ohp0!gSle8y$zAEoR!J%YQaXW#8|*R7EEzC(e+CE=!vAtX-mhq0$fY zFm)3c4ZIzUl%$%EU{g-Law#`Ax4pn)2kNxX#f@VvUZ*Sp^Cp2mhcirVZBu}pLjh=1 z@?F<*y(Fu)efuGqM_bNZyO!~zxq0xXzZvpe?^_f1`Hl^Ddvp{ODL?ned`usv|JxPeC(~hDR?M)8rM?u-OsI= zk#aInoC^&@`c)fbY`~cFtR;Se3Ji-GW%u!-VFcVg2Ofnz+^`~|2F%G}A0F-S?KAg8 zd#s*reFDLv5U16$*(~D)sHraqTbe~mbCaYuIFPNPmT$P2SjrO(%J8_z_~^=Ps#25P zZn$mWH7pJg2`_#oY85eSxnaWGhkl0(D8*=<)zMSpEb<79x4B|ZSRlvv~IM5mgoo^Bxj?JZ6|7NAab8hefmF?_!X`UJIx1vo#~7N z2US;J-!r;JOH0eY^#O=J>#9y4^wK9(rzA=m<{p#w8Hj%C0?PgXlw7uFB3JY5yV}}( zL)%hPQeNXaq)TOQN4LX#rJfohUszOh0vV{Xvmv$TpxUiFcS2{Fp)$c)#wq6v_Wbj! zZN(u5x0g~1_TsUmj~ux*DC|5nVc-;)oSa;5Bwk>pp|0)?vZy}8j=!R_VMTJ=%#yow zv5AVRA;v4wgAF#jOGOw}#puZ_q};s_zJ2H4K$Q|h0|UqV`>(VWn+$Jy>Zman@Wp(L z62o;@YvOe75-I?o*zwQ1CHooQcj;4T?J3PU%Rc1ipLegXE1imMDNY3`u`<0o^Va`~ z){@q<>&YA@Sn%5e$Nr)NoA&F{nnN_ZK2e1dTvvdkcwA;nFUf`3#Z3YN9tRoidby7k%5wxdUnR%ag5)0*9| zZ0TcoRsqnK{`rb9osgEIY`LFZ(?$i)Qv|n7EONvc3qH=bQm)B3tYp@9F8@u&dj^1KHNCI=3DwK zc_eMUhJ_^ttW0NVh=NcvZ}vpIrd{hg6l)idWdYJ5@{gnPK`East6wla^jl$Y(@@?@ zR>>$Vp@XIkvVEn_xpU_p^J+~6mdx&+f{&p0Dk9JEVq+KRWq=YI10D5w*&+((OJVbc zpvZjg-n~26i~NjG7i$|C8F_779nbYs!1&u2`z`C%g-AFI1$P3QS0)wC@;tPy54VU= zcb|(%WR66&cbXhLmztW2u9ouoFdnn7^-~y_Vl`IqqSJvTqwQfqQTZgTh_!u{VNFss z{H0k1KC=ukSHGH=Aqu`V8ube(SC(Ukf>m3k98Nt-?Mt)&zYuM5gK3BFu2hcG&SjSa#_y<4PezwQ z{ahP=$t~{zvyP*<{uegzVGYCMvrBGnef|1%`QyhEnf*nshHetjzd+qiF<-g8Zc~MNcknbait}khHe3@pW@EIZ*cc%#LV{^vZ6*WI!y=6MnmZ>^zk+Y%Q3! ziYkE_qN3v6xOr1hCy(*=-Mb3%Sth0+wz<#6)M+H_MMDHet?ajR#idU^6=-ynlMI#d z9R;JxsIOhs3DL3VW7I{!k{m|bI+;H$)2*ei|2ipn=?qitepqvM4>Y;)X3g+T!NKeg zStQgzZ)8<_P;xBSE*U0L!t&+I<%jz>9Wadom{BU39_x(lsEQ35JUmg}QWB)KV8H^z z^4DklG>3uED^S!QdwW|}*&%F8@dB{WAp#l)cF<8ff3!;6Av9IxxIe{f%hpn^Ygadr27qS@dWj<)r&~?Ciy9(WH$B(R()2 zeh@{JGohK{QbuQKq~BU~ecNaCyGEHv3l`0H)RGKCu*MB&cALuSK%2HlBkP(f$cM6r zn-4_k;8!8S(Cl7N*jCWnPU*L6)~tC|{7kH~rO->LStHHz>s?kSeRRDAo8~_znw^8A zJ+&>c49%@^UeL8ZIY5I`d-q;rUre!ie@brlj&*l8=et+kShT`8@0z3Iy1)Ns1GXUT zK_y*hbTMwmhkpr{^D@pOyL;X4v#)gvJqfytnuqSyhrp@K0KlIe9T8g2lgd~hLEvg# z2|9!?=$jhrwWAFGxB$n5BfoV>YX+ESZL z2Y9lxva&Av>#tp>0>wFZGPp#2ny0FAZoX0B@#DLA_VjQoT@N-E0D2`y_k(xPaI~imt=_^;TQ|t_jI!aX5Z=6|0cga*D1I{YU2ZV%A-! z3C)6>7pa<{CkhD*dycJ^-od#jqI>gKdutpH%qj1=S0gPL!QYNIPwuwsKK)is8ukAy zGOSNaLVhyNi&Tyb_2f_>ymBgd7j%@BUAgp1|$ZdAZHm83iP1a z)u06AMJPv>ql?Y`@ZsA7o6gD;*z?}V(BQDy+UODOqNtK&_*m4YJL=mv75`o&fnVs+ zeE_)0uU&pIM;E!YuiPU1oCr`r4?@k@WTjv=u+wv{)9?O5#3x_gNbt3;klUDhK%5ee zeWpY)Qm$~)m*NSxq@?Ci*R^rXok;0mBX^*5l0Yk_2O353F}JcjB<7B6QTie?Wz?&2RFwFi!)7sho$`qt!L9a^0ocKoh zPk+z37^9UPbD+WYFw{0ZnFW;Kd1_~+2aWcetORh$*;mINk|dR|V*#aWe$fsyvP!Ch zrt@V-x==uoCnH;Y=nCg}~e zJZJL1yWNEzolqh^d(O*yk}WztHJr^EwvZCMfgb<+kH5RIDCtV8{0Tn+IU>2#)zy7| z^cO{TryB&B>TR@y+js7Kgk(+aQ@e-y!?|BaNqCGEq953gaD@DsLpNrYBJhX2-O6x#gWpy}PY_$zmVRyi;xhaBN|@gglJMl8I% z(0VMV-*Rb}*D1-bb*WcP@}Qfw{Qhl%$No=jkoJp0<9E`K4!jTPzP&_VnI!v5YizVAWAg>N+5}bg5&hSd(#Ob zuM}jE3IEv$C9XXhX-d$o2^vzTvW}8-=0EnmO%bS%;0S)b&tIPG)4}tQfHD93e+7)^+SRMKqjq_% znM<|O#kq8WQA7nS)QBb*rRgMn6-3HWFb6=e7=C$v5CByG(Ul`d-wrL(7cX8k{QB}X z=^Rmp!m*J7Q2E8yQ*xHg{}LZu7-!I}TY{|U{Dwdjbegd3KeT`nKo=&YSFT16BVACcRt2gjb^f;7WNkal8 z>&?gaMXwH91a(UhNc{7%#T0W<`g2tWz$eg~yCDgztAFpyqi%+Pgnj+}{E%XDnCb6V z_bTMyNkN6ingGq5P%jmsRh)7etK2OQhM8NQb0Mm66 zc!nO=%z6t&di_OM$N0qly7Kn_&DH5#**=?ACZZOA0-iuaE;H(gVEx}LRF8x96lYXK!e0{M9hC3WtxG60rZ@T5y=3L(snFzzqS^T*SNjZZUO7?!j7I8} zqY(c+FK$e;>kmc85mrzj%fuo+5>v&rYSp;}y&}t&f`2+yz{V@ZX&*g$_!?D`z;XnU^@#7n1(fO)3hPAf7kcfi z1=j^I3fGm@pQeK*btz|-tlaVi)Nlm|kj?-wyB!cDQaY`cpnU9M0v9xh4Ezh(wI;(Z z0f{)wYv-v5^q7^S$OYw~x%h{QX0GqTczNR;6rErf7fR%7 zt@!o*Dyb+uq+DUhI|P2q56}3jeT;`sNep^JM`D*FRskq)+QVtYB!S%)?S8q)FJuA3 z;@~H~PoBI++rJw^rziSL<=>6jjTakFg5#Naqoq9$4>Wv%PH4>UBjxP0XvvaDbSq@P z=q|x4{tJ5K1w2h%-2k5E+a9LimR2{yjlx$W>-pBSp1_LqtMF7AO2nK`j;TlM2GVX2 z1paweR&iTe`Yb{+*JgDbIOAHHQ&y%3+!iK4p@{RLGk=5LsnY^HzY^&6^kUvKFK_t? znHV}w)S6|7JR#i=`U_RoMkC%^@{hU0&%8QTnXll(lX}^7HXd!^OCv5I1AclxGVA%E zu!+3@@o~90AdV$$@caUs;`FO~-q%7zUbk-DCC9Fw9_JFHw+3Z-_8F*Y01zT6Si7vmwmzbH)yPj3;v4n(fz-Vd23w9VGR;k^6dLx-T?3i|ht5BDUq_;M*8 zL#$`F33gUQUY5v$?-1zSJ9O4A$JP(0Ogs3Iv#^R3jbN#xKs`carqH&Y!Dowox^eH` zJpqZG;^K8bd!g$Xv#?6om)olYVhd>WH}-={^a-8g>^>)%HA)iv1viaQvsvb#&#?y^ zi3}=j-3on17Qmt=-6l4;<>CFZAC3JdpNWPbvQ$_bQztxvg0%c%R8j2!lDVL+c#`by z@3^XzTR;F80+AEcT{W{1Y+=F{KW?FGQ@nQHJjZ1L5%Wm>t7gueDXu3-8}wYTwn~{`4o$|1jD$*`j=uVaJ-}Z4xvLM*pd5YI==zErljBvLaKtV134 zj2Q(tcn({vr!#40tqO`ER_=zN2}TiOQv?VpKvmf)-@g`6WO)(dz15e448U~MB%1}X z8}$CjC8`?{gRql3kOoNC56=g?91+Ec`Oj#mCRNdjbefr}X%#G3c zXU?3dft6PxHr1|QuhRl$we|b=UKg&JOrDcz3^-RJ-v5B{{b{TvUhQ*4rr*{T6xz)* zTXYX1b$x{`l0y#NihXx#8}+l@z*iX)pG|&J&Qlt(%<#`C9Ks)%m`0!_cwr7X zNMwNF=korVRr0K#iQ7?uJl}V%?zHkEKw+~3}L;XD0T}AkHlOhtTQT%O14!~ zTU!{I!4Oer_=Vsbc*4#FJq`@m$=*-**iEYAkLu(-h?8Uy(5Hc4>S;5XSy&f=6w7u` zwPe$1=t?yYz+G#Ug`M)9(b_2#PhcEc*HAJepVn4iM=GS|DKG}3X<6*S!5occAA$D*C0%Ya$L@m`T35*8EAV)Ml9< z8u{Qg!C(ecVL?t2$k5zeTUe2!SHhj2A#OyS}y(GcYkZ4ENJGO`fn>jePE6XTE`?cMD3KVO5M{)%kxM9UTQP z{`=QfVRN>kkn8NIYR8F?1+D6LU<8xO#d9XZ8p426|hU>=Qe2=ldguomZRln0_OyknM;e6S+qzURMsr*@LjMw=l$7 z*aANNu1=6a22t#;O9fHz3VA64wtMFO#oY`xv%a`^F(f_h4@(L96KV#<@)avT`0JHB zSxNK8y<5D`KA;`4o-pgG_y5^iDBWezqzl6JIZ1IfgRBl+`y__G={&V|oOu9RDGFo2 zOMwEfo$k<<;WeSCp7?x%>korL{sB)9eQUqtbfS`WA7z{2BW`n_8pXPNQtVbRSN*fsK| zyzRi<{Es|!^M6EqktQ_)kZlhELRXN=eL2uB4=k=r;=PBo8=>;G**>1Dsev{{9D=qQ zhJ44bl>Gi<`}B5^$3;;gnVFr|vetQObmylv3#89p*jW0Vqtq{s`axv;DvJSE(o^nr zd)vMlugn4Bo%vdMh&*;qYj%jTne0x6-$5lkJCjDGBfgxCSJ|?u=nTDI-d}*GVeQtf z(S-Tix`;y4wD6$*ktu!48yr01-KJ3&G8QY(BqPtF`KY8#n%<5u6TJ_zq!PvrNQVoO zcZN1te`niPjlIz2V#*2iUuH$bGM%W;mHOpb}=B&f_u92(QZFVT8k*de3RBeW##7 z=?C{P zG~n@Bcb`X-rqkB~wW*PE)Fc)WC)Mo^^vEdv1?{+Rc(@AvqDdZF5pV5S28zqF)!HE@ zK??6!6_$PFDmkwnT*E7SB40LebZZc=8@(Nsy-7%UNPxs;Rb&fHKLDPj@ZSSx7v!kt zACQe~@Qz_gc5X<1RNlQN{D^Y?&yP3g*X`c6e?Jwds0_6l?zQI!873$CORijP-m#v- zS5(AjP^8~puz$QQ(^YoQPT2|vxxITI75N}O{Af$tGeMVYZ+SP*M za+CdoTy3`J4N31GJANO3BbyZH>-W&>$_7i@jHn0pvod893$ke}5^E%sR!??_@1$%j zTG4lKE#=7%U7EnF>xoVolcmoGyh>O2d-`&|6p%eY_Z!MGoH})C66zK)-2^ξRwp zJOPt-CD8u`$s*r5hDzG@vM1S|v(MoDv|57le_&?*<<*?sycA=O5Ax2}xE49H=gL$+ zz2Fh}i&v19*KXYv+l;O|bc$~(myZ#~ELdJC?Cn8=r4a{0jCOVf@v0s+9M&pqTXr|^ zV{t&A=EEmXHiAf}`^;OU@pQ`2g4g}?&qcWZ3#wy+Jk}3*{Ip5X+SIc5iTXyy8d(F{ zyW{E2O@1Yj_R0Q>@>7gfY+X+bX( z+ATWsBn6?w|3?HI4-XHb&tX;|gfM@AF;{#>^bI;K4L&)C{NFE>22VXk=d7bm zj09;AD<1B?GVV(2M+1O(;)1ykS>P@oV|%P}X~&t;hx|ir-cD4*aSx@mP@RNUzNea7 zU^XxU^*V;vNF05gBhPHs1>enV!;p;vk=E^py0~m?h8bm<==9u^-`HGW$F8G$xy;{? zaQReGkd)Tmy(d#^_$j)q=T5P2SUeq-ue?tp+}`YdP~p?PWv(}2;ye)~sR0tQ z3?vGBwJDEo&m{?QapJD9v$HGYV}wSs8#@7jnCoVv#k1OcNQY%;Un0(FIVz(WDtwT9 z`}mx1n6C_rUXHEuO!#8D)7$LqY|zV`t5&UopI>_A-y670reYIK(!8JaUA>^H9;|jV zIP{g*uz<^9U0Vynn1PBg>L?FSyVB}9cym%rD-Y9YOq&G0tT`qAf*@kNGH~nO%h$zc zvs7S*SV31n`acdMX*pQ_B&*J|P?)EC9!^Xfsqm~PLw8UgN}(#JGHj!3kWX5X?nw}! ze}KIyXnH~hq1ftnpF&e*JS-Z2T#f(i@>NMv`LUXP@kcl!M1?l*e=9sPIov1+Y_L_z zN&M)=Ki_oR!-3>*vtEXkQKLD@BODwY24Gx>F6G0c`V!7B+4wzwqZKN4o$;% zU^JKsNWR0my1_(41!}8)a4uR+`QX8W+$uD)w+p31Qzm>9J5IFgKA-Hjb5n@slv57! zEKMz!*njNK`Xzh!?iIRp9X=SsEg`8!=oNjgkJ5&O;|I~6IJRMmDf1(pD)iTPyX zbJbGD&CN{_!h4cl(I)?15|F5U1Y#4NYO~vX_3yf-*ZG69f|*CqNuh7R`kJK5C0h$N zIfO?g8IIVXb?pqixSw8s3M&NcAhigp_6b0*coiOyvzGdcgICS+@i`vE!;x-dMiP=x zGlzmtIRF(I@gwmdbP3R=F*vC?`22>h60R~?!+sB?sFykk?_wDDtb`XU6df0F!-bk{ zSqsdGK3QHd^!Qga*e8l^q|a#w!mhL9C^KcW_t5R-TriE!I3t*=lKcI5ihvUk2X0@5om-zk12Ljh{vg&p>nn|(YsT+Lhc>)F0pQqeqP^8r(R zY~k4ooo2}e@lDq|nB8Eyq;#y8+H#4&rER099=nSF_+~7dfCrvUxdF=87cNS?^l5#P zX}uaGS0B7I@=}xZzy3?iND=|Hz8O4cegzGcZ203fAw}a(yrjB)C!N5(@&Kd-A;w7I z!nD!z7>#s4r2qJ=*G8pz_e*0$JiDSE^!Os*15XvaLSY3mxvc4_F#4` z5|q0>dL;Sdi3tfpGq;fAC=3dLjQpU#Pk2R<9=g)$nK;1Fp8j)4fg!n$nvfjg`&Mz2 z?#0l`PVl#C>DJK%{~)Tv85Ti{Q@?xcWSObzk| zw4x_h^4~opqYR++JCYln6fG?+BW$+8>UIv(PA`eCIBOfN$UJ|h>u)-!k?o{`ZCwFg z&m@l(yg8wV7cF1Qw{s&!_o&60QlC>H(PhCORK~AH4120&>~7ut{foXiW0~8{T2l-p zV`~{yMybv)M78OEo3c7MI7FTblH4S0{v1x5i&QmT_E{{Rb2A0=6C@W(O^v+QBjhE9 z|IVTZBBH(OgNw2|a#3+wU}1Oq+PkEJXn%FN^D0|$l;RkmG z3%elmp4Pohe{A{gDsEU}BYLIf9?5CM`2s7hg2j~ei_t%pfK-iS(xJ&2}bHsMf)ghTu@|!tj&z$>RVwduw{O93tVJXF{emsg> z>eeH%BB2_=MgVp|(N*m4;Fi_f09#2zqv`NlP&r1uIx0n$VfJN7+hbslQ~>w|6PbrG zABf&pDM9bV%<@@S-z9}>LUO#Ve_S4g%iYRzYP$bi3y-SlzKE0*VHD?1thZ1z8HIO; zkIdDT$ev1>_EyB#3Lf$R*S^{C-gW1qeoKJ|mplWE3K%i;ETvGoIe*+p964%Wy?Z?5 zx_?-?t@l7*5Vf_~d$EX$Pipf86t|fo2xH$-3?2lePp*ez27tK@Q*7Nw;E4GcB$Z97 zGt9wa;$q#8<}j=QTo7E!(P|Yx6BYoi5U^)h9UlUumUExugPd5F4?*mv)j^8kH_Hv< zmHuqY*So2Br9*5bG2BBhQwKCFbDrvFCCxY{ed5u)KCI8J*5bN4JluR7Fhjo`sSRY#cc5lnErN;;y5k!^$&DV4L3qrS%IqoaDIb zGnAZE4dGqU*Azw5i>5}!kA|%8kt1E=$;{t-0&a2T5|4V)7MgL--ambPR3Jw|+dmg1 zdXMA@5WTXpY9<+HrZp;kNta1sn6a~ zn-6f5Ogt*N%k#G_B3iOTCrYW$1F=?zCY|#&{-I?$aIB&FPgx1 z&{p0nI^L3e3C~{nnz5&Zt@&HW`DE)}>ZkkE1zLBH9Ui(=L$@V(TDE>%2ce!y z4ExNnpyw7YT<9%!pfO+(je+@&rM^dE_f{_P&r<=~?i@Wjr$aq-61LUS4KAUna0Qaq zK-=mDcvl0Y3oyh%K;Ah=+J@vJ8$1uat(EFgl{OSQY5zl{@UgqCNAHN%Y*yd{y?cwe zV&G@1egGG>CTX1k5r~^WFV#x5M)+V&|10(#GrUcwU3j5>p<9qgf%qJz&G}AD?XbI% zS!2Drl9E%zKLa9&6j)B#dtOr$XP5hN=iaFeQVjKIky7TKdV-smx#Iex35k-FJThg7 zCYOji#Qh0xO{vvZ3{k^~bXuMe2?EfcNyH~S_aG7%!Fqru+~D&(bvIg@zMBpI>O8n+6HV(y{o{x|0!16P z;Q+w#oOdx3JEEC)OeR!L*$sd4W|m&2B@s1n#32)R2|e)O&s5-HqjpjEPR>*ACzsq+${y8Je#MxFv`WmTYHK;tr5*MP0vU@-G_$ z@^3+<=^gpbJcYYX3C;}_ha<*4%k_i3cL(VtEU@|hXRHIsTh#W?b5NA{A421CXlYYp z&07;#L(g&nj-!YmU3~%Y+P`fUFQl+S7X&A&2!}e!y>UNYh2(^nww(&q+@z$xJ2O$k za12CIZ_QfIZQCB(OoIo_R4 z_(zmwjQUfamhc6?R|w`cl)K(TxW~4&;cOBKDjkCfN+|)&{0j}5{`_cy_*U5rDmwyp zW1DBJYt~$?>OXvkG0rq51Hr73>iIEm`^<9WT$CL9wc{bHl%^+PzX>u$0K$joa@_L! z^8rT(gYOBYMKtd=iGGDC#gJ|1LuCBK#93%8D|uIef7)W!2R^(`OLMNU^Z;^wZ~A3NuIWjjurNZ*Xjk*oUR$$_c&{eg?d=( zDSYf-zoETwLFpF>YW+LU$n^I+7PhzkDe|bVn;Q0n?i4SU4^9TJzyrrwKnU!%DRW?)F%m4v}Bi*$es13aNGNRit?iu2gkljLTyF`B}$c)nZXNIe!T~IkG2|t%rB7Mcff1KP2SF6M6jd$rZfe^ z3C@rO@#1$kEP>%q`S$X4QSQG@^y)AP0{RvI!^urhG=2f>aQ!4ce~hBW44N{)9Sj({ ztN-8GG3U)-ns8c8B*9L3cQKOy4U{+__sddWCK|mJ$P69G-$12a`zXQ@slZSvTc73C zH!du>gSKo-7My>i1UgSX&X}q~EvUfpCjR}aBnD_i7j|)>;4UUXl-YO1<+t?o#Nv#c zT_7RPzcu~}Vlvuh6G%DYEYw>yH<4pE)LkEmB#M!dO1*1;n%w2&3JQB&el0`km3zyNKRuTjo_^GxaOgd_F|RCiwKz~B5}NS& z1E+-;-~Zh3NNfeedp>fu)bEDO^T^PaU(%(Cs`(hBZR}j^>_;Re1ro?hZ|cH;s+pkv z7ipB&x6D0_+1XHA_iT_n!a!5jkk}UOcz(?2_GJIwZfgBD>MIY=%T9>fEg!taRw5vu z;|P;ooSerz2Y~T^_2#oCKW&D%ENE0oRM|8*_FT=l>YR)>-nn+|8ce4&6ZxA!;qAoz zhWcjt>&rF_4x9jy!L9Pjow%UGmzpNVnu{7I)DZAM1)C3D^ zk&~xeB#IR0M{4dt>$jlk1Tk$kHbQ)$AXOss9-5s0j91xCoXV(9Q91-*UnCI7+_ONb4Q=|xzyb8FAT@FHc zFb+z1s;vpFl(-X!lK|$sTg%pTX(pgvSB5+wCn>?wr}pXgXS!>Ya`#>;^dBCRY0*JP zM(#u}wG+Cm3@!RyXIt2X%o>a(x@(ioB0{cvtMg>Qu~C_yZqtLqssIcXqC15;kKWCzdw3=|3Y>6m0cLG2adI4JzMM$~d2j0?kI*Xbw6wV1THQ| zD5RInq?i`v$Z?WXC40#{F3x*7?*pb2ByYJU039 z%hE*=(}k;N{6n?r4o!`wjdE;qz)++8wJ}N7u(7~pQabjnv2i-E${4NFpfJc*H2i68 zS7)B6x(elvq*OUi;#9*$jc`N|spkS|)>O4GGGi}pP8PXC&$f@1Jv=OXYUPD~ou-wh z%yx0*l_fU8HVt<9T}y{U(B=@!2RmW2;jql?oIs=B*^7CK81T~H0smo1L zBswlV4P@*Rv_Je&Bj?3emnfdYZa2Z%h8RtOZy_b0Jp9;qXN-!MPSlLKR~4hA^juds@PJjf_NGYB|5Jh=_d1O}}n$(ENhzeaYq|fDL&OAb9pv zbmG)IHFpUKiL!~Y|GbLQL)I9|z@XM{ct7FPu~(6Q|>JVe<`20&W^s0 zjF1sHnMmmfrkupdOy(L5TB4@PJqDLv4J#=logp18`Phyta(6Pw*;`10lv> z<%To<)!Hh;=(D7!hD>VpKf7wyV@1>4wryLxAI8k>hH!K$zSa;QAUNA{{5>3X()G9xC<{I+-ypxfo)|M?ouNA-2u?E**@;qLQXg>^!)g|q|&sSkwCGZ2X$gCX&{l5K=`#X()k|Qa|xgca% z2NT-l#2#XsLftd|i5^qcecI8jy}nN50EPgE`_JNFyQ^9yGf+>s0nifb_-XBUouFx* z%8KQibOL3;e;u*Ra-e}<55ag!GHmPY3c8JAfvnvu`a0X^))ZAaa zdQ}$CJQVtAI%|d)VjG9eFcd~yD_FApdoewME|pC~p%KDos{J97A+w%MmgeN1h!}Pi zuyj}Iw3BCGV-U^|CNcpzD$wy-cF4QzAhV5koL~#%N!>dQb|R5@7n=za3s-)4@$jEN zU&!Q`<29UQ;NSX?J$&A>De?)Mpi6URg=muxwu+ra$$HDY8}m@W3><(9Ftp@MyJhW- zX5Q_nx^u9|oz-MVX5wK(iKj*G*BM*>{I~$!kQ{IU13xB%S!}g#U_kP7n!rgA85nft z-yV9ne)L5)(jlY{i;}kTDAh7Ox#x(bZvnBVU)&fR0lR4M@gMpy{oKL;?70>>-A2h& zLzqJVB`3OxXliF9HlH`JKhf?!LW5W^ytF}6^p0zYx#R71(A}4INcGV{HR?HrY86O18r~#Z$=x@)# z6`OeR{o>KlQP?7+PePq-GzyNL-Vtqo*fq=N%A<1^;p-`F+Cxp%dsMQt#gp zZh-;!*jAO%FRE%0z8&OwXYXXUjCq@0fv3{!VU?r0Db5|?Vfj%$qBHdIO`}b)#>b&wr3lN*_P`s>KdE?0E=67<{j^eXb-3qb94Pw z6ZEGXE(I2Ga< zgGp2T%V5@6$8Pj;VEFwzFLR(lOk~N=%jD`5}BxYOtttwwlZz000-eSwz)} zrAxoOyE$F^ILjGL>}PTZ7=1=NE{Lfs5PeTze)G)Dm-UzO2$kCVdrEV^C$*SsFlC^Q zyS<$?2lA5L2%b-c$DYh@ zLcS4e+Nw(qjR*&43d~@74sIP%Pf=VVp}~Pb0*^~hS0(d}o&A^wNrWvz&`8gjpA29| z0>M?LulfIWw5V5O@AT}Pne6YZRP>WsJ)*Y_h*w zlR8-yGM%yA?zH(rJy75G?%zKH*~0S2hh=i{PJgtZN0I{%fgjFbl9!m`k?Fa(xk=D} zg>tiY?b={aqRA*1v{##F z!=16&B!denY_9f_!fec6f1wy2Gbj%DXI6+|YbK2-F%O_NndD(UBn-{x%q-ajc*r(i z_Uhpi9yrgvhKKsF0UeR2O}NreiaEO?UKU|Gk3WBrLkrOu5Ec!0e3ga zM(V0XEPHu$1<~%%0T^NL43< z2@cRqX6D6lTI4oyRNcQA3c2zCzKR}kgJyQFKF>*!MW1A&Ipx>YDj1Ax-$%*cpCp{} z8{AX{+6kW@Lxt&&mqDZaiuV@-S*>OpvxnW>8`If>jfm2sgd$yJi+V)pa^gdV&P>w@ z_{NShrXgxPeJy4J3Q-7blBO(Zu%Q~h#3e8^0SdPq&j}2DvK@3kIn59o^cDCxqE=(y z`XG)ye{$G2P0U`h=^e3B!~0VSd|{mT2^J?HLPBqoOYTsgI z>c&{b*7L*$b(9r2i!xk9KjffkiWnmiu*%0D{LXtt)(1I|9GCq6u=OY4T)$iQIR2JU zGNgQp2+5F=49Pr%%9M%*m9dZ_Q|4qyMJfp?At^MPB100ADH%$}5}D_DD&e>8x1Q&F z{h#aKb$!k`*Ey%x`!(G6zV}{h?X|&1m({OnkB^Z`c=TNV^ZvODK}RA^90>g+eF0Zs z6*UO*$B6*KUhiD%`#hxTcRsr>u^3M82pot1L0dC*KEfV52@Z3TL_~m3_Ii6!NN|#- zNknh6*4%}0_Pfw-@{DZD$(G;6>&tXUMCU*Bq8Q5TO2!#a05Jet&%EdV?Be2~U9;q| zP%uv{+{sD-x_Pn`E0*lzvfA3(kGOoo#9Ww+vT|P2f=7dqe%`$V`XYe?_5hkf;;%#w;-B}i0tw@X zPTjTBpBU3G4B+0ttlC``-u?(R1J=M{TU*=l8-IPSJIon|qSp`3^`}W&794Ow&}X%` z6n2SA;x*Q8lzk6CL=YSZhC^@)DHChwPdIO?c~T{;{RzZe^YNW3d!W;(v8G5K16>lz zj^h}_Eny^31l6E!Tbz09I=uH8+@jxTJTs2s-6^-Sc!~7!U8{uzdr_3YLeW_&!ucuR z+FLpmm<=Crm$^zN$!3R{a}cX0v}`28$j(4M%jf|VD*;R$))3iYUI*&nQ$Kw$;BmQjWHPldPO%&Oi>OuZK3YY$5 zkn7_{iJS_ZQ|0D^qG!n&ghKeZjG-8Wb5A<>!Eq@bi(6x|>(LF=}kJ7M=fGQmc&Cx`&ZpW%E1M>Tj+VxxfPE+c#H zUA#bF!49lnefRtGavniil_lClmeax=#p-L|(2utWB}EP56lv#2(N7d6c#C3efT2hV zN?sxX-<~|-kNFqCd`Jxm?Nl!+oTWw&paoO#Tp{O2gxgj_NI>5@6fAgT{rKv0O?%4p zu2UC@9D0Hk>&HL#tU&4rT8h#HXZ4`ulR=S?Ef z5rim-jtRyjItEY9yf`dm7{4Je!Ky=GM4#mreSw^1d3#%HFptu??QAejWW@)w?^JUP zkzPtIe2LVFhytlL6+6I!)~A@J06}hyHlw^wF59Nx#(uVeyIiwN>b2x8qGAiJ1Jdhj zP_eGKFecd~?*%fEE!cio1nIf)Y|*QzyUjP+4m555kDT-+@0FuTFR)EtXk1@I?pCmP zpAH&Ab}b$Yx{<2#RFm#`oyK#oZGDUP7U_MzzczMscnX^XfIm?iX=j!+zHbRi zf#Qvos3SXn8;6G?7#40O84h%wr@&@6HVFI z=tM+Vb&?em76DQV)Ur=!OZJ?Y9BA0F_A50sg^ZCFagwvC z&WtwhJR)NKBEtrLC1yTV>df)=Ve$I66?Sp?idIi5v7iem4()hnkzc_y(z|UyP$==W zx?=RYi`4$3vc7dYOkR<_hGgi@)&1HuKlXdwoa~X&9~IUg#39D0!Vf{;5$mFoQp)g+ zv&DsoPDJ)%4csHt+0uqrUNrS{@VM@`l#r>Kf6SM=Aw%^6jFzs4sEJ{Xv>1C z?CyaC`{3H70vYKG1&wpEM&qAH8f_`B1#zqbnCVAOvFqw?G|WQfus%pqXz>RmF|v3P)xOWHh0AQ8Y|6cc@P$`ceA?jR254mHFB>r^?Ttu;2? zGg}7;JA$h9p~zjvm66^NR}9arLfFH+MBM)VWr>+9J4_sO8q=QG{rub7od7)=U@8)N zf3zI;;V#Jk@pIOFLRepSD;Mwjtx#I>9kH#(hmpL6i=x+0t2|$n7;^zAb#`7(eR4_I zeOF9^#N0;cu6IaZ5&WeSXecMOw7$l*g7r^`dT#3#o%@JL+d3)bl|^a4DV?$?K%ux0 zAUHI>_%SrFZG_<>{`l%jL8AnmQWMCmt2Vnq;r##qVl1WuH0D*+zGa=@wN$U?^8rn(t)RU`} zf2h`p64IIL*4c|(m$mNR2|bIB)09L<$H`SkQH z)a-5Vp{ImJ>T^58`Uxv69HtVe8Q}MDb}tk47Kcv)=pyMDj-Br}bJ4m7&cze^sB$F& zI>$9<+pCjDl+G5f5E*y+B!{xEx!f$|kmbPqy8Cg%iHVmMe~y-eJI^fo!)+xavp<58CLRBU+9b}{|R z1zb8I@kxTwZ|+z&%J2s=O~cC9)cf}y$Yux#DoCoBZ-hbsW&f$RR?4^m6*Ee$u47B1pn^uT3EhQMfMS1WJatapK+P1IQQIqM42xj=yrsw z*JkvVuwSfQh+gJR^4qTD&>Lr8UZYigiGYl7YgCbh!<}nxhcPO?}@0i6_ul z$Vm?WzbZYFjhTAwm$1Zm1^|kXj-=a&cs&3$g)_KW;@T*(FW0kxPw2m6v~DN&CbU!` zy(lA46Ct9}#$4`sZ#NFj42%>Znb4P|ht{kEqf`fshUl|H*?DaFqCYu?TX^>8oWRZ`_KGq}!Ph!>|41 zDHhUrZUio25fAlFgvb*!a?}eJ=n`iFJlz|hIP5*dt{O}Oq56dcXxk26ANx8yl2E`( zl}dGP7n9z&xz2sBleFckLzJ?^EQ{sc@B>o{zH#HiWW`dD`vCZdXcn$sy_z5^0|TJE zi7EvrM@NZGoRk0wroP6JuYcSUUX~73J63P5^Emk*z66zcmRO>vk`TRS&JpbWg+NyT*?@R`g@*S9AdJ^~7A)&FY}g8tPK!+Cs&qO^ z-fajc`uT|y4J?7#dk9bkRGgUhkT<*fS5HEL2nagC&E*Tx`qBwU*CqsT$?oE!$kG_B zvwj6vl*9wEVp@M7DXs(fXZ+6n%grt1vcBAy@9_+V1R^D-o_&Hav;<*NmJGHLXItNG zor~V7h}rI%{kwEFWcz)ks0Ld$SLuQB{sJFI^zkJjw|a(?ow$TKw-wMtI;^E0oqPd( zbuaJz^c>i(6&e*4MZDlILCZwOR>*PsGTmD(d_H#5{*+DU7Ywxn_2h)zHkB{Z_T7!q zuNz*&^_aG-5X}_?&8Y7{V@@wnj&gI+by}e?=>s?_aNt0-vvI?zG*S+5Myw6~H|*wf zC;&!3T847~i_SHs#=%0tA_LXP=qWVA^p$YVUHIXoLrp-pdUU(lDpMTvQR<3`i6N@O zJNU#pP0uz3W*ju=g5urD!@Wd_s#-zm6AlNaCJBmcbGho-7I&&*e!JM$j!OwbPXtFo zgLUaCdez@9CJ&1;+o`;7^&zj8GMfc(6$i}$XkjJc#JDfV;ozUNmpiiz`V)3vb^WUI zJt4T37z(n;NSS=AuD;E>8N&p|f-y%-vh48%SL46uhhqxK7e5v{7y(J=jHIXtv?Td*>!dh@BJd7+Z<3f+#ee&q z(XKJooJMk+$^AoKUkN2t99%#KQwh`4yv9YI<@3-0gBCKxfX$t1svxLYqs77Qu z{8D4)5LYESe@?E87WdJ34(;b=9Rni8{noC8kQ-3E%y;nL5QmVizev)F zts|uRA?-#0z%ne#*N{s7iUmdTW0H=3O~BV-Ieq=h^K!*6NsQfjPjp>rH!bGahy?i~ zi?K#lP7HPaUzJlKe$&|)>K(HDBg3gjV;j@sCr=0hgsm-64Ds@xv(Qj{ic!eIT`HzR zpwDZn`Ca)Q>4^wyJ$6q1=!<%FCr1}-g0fAz+gXTSxWVM&e%OqpaUQTYcZj;`%1Ped z>pZkL4fwMv*TC7~%tjyb%?VIQva`C|SP*xTe-#BFm9RPFFn2F^?ziBGcLkL|Q?0LsH5chqf(G{qv7;fm56LW> z(kSuw&__fYIwO(o`D1|_=vqsmzQ4Kt@MUtW%Y};+??!HA;xq4}RW9fUGHKlk@Q7r_ z0p=Kd4y0bcY#FvP;dYcTR|d?)PM?6~uOHW*Oql9OsEK)wZfhCI5gl34tboEHME8x_C zpBLa}(u4ywt3~{(fOzH+t;JXSFX{b0s(-^Rq5ba0b*m_&DlGZbwwGNAyYX4yfW9N! z@n5o_M+P&HwGzy$k_@8nInWmrTBDE9BepAV$Hv(s`deF1Z$DyiPHs0+tvlru$|5=1 z!6bx+&Ik|#*(KXhvg-B6TmQ?)!;>~NXsJTuk>ei)+Lr$FITPOvB0~S0mT@5>oZa3> zuTWBd!Y%%jvA`}_21+fm@@&%3+X&i^sF41ha?v%Yye0{24^_dg4xIATY8poh_EEv5 z>$gG{X7!t=bJ*P~7NQl4<4f#8RO=Aznt`Hu7d6&*uA|U@-4#9l^~(-cvbG%5U`+9p zc)pQYh{ZXmB?chwcJtaonGxQk*Q~UU@z24ax2Jr9_bESLupvr57&72;*}~9N5?hq1 zS>QUs-X7#?zH8w}7JF$rlK88kOpTXSLHlps;=`P}lo2h^B752=_+`Lh zn~-k~SHhpBo}Pdc=jUI=WY`A*458tOk#$tV1kS@KK{hT8S~Gi%ekfw22qts&*JEt7$ z?^NZ{+Tb$un`?n*m2hUGh~(}X^_spTTZ~)chOP%{4(G`JS&4QvEi4`y@u*7OSml;4 z+u`R${)E8~%BggtTO$)Q@FGH6S@Y?0a5qs}U9Ltd4F=Fpjrg89R(Q#D%g)toA_BV9 ztmG>+Woy{kKf=ID#Q5z_7<-pzT)D%(15E8EK0b;shL;*ZFfZ&TfNS#e|2~Vn1YTr! zk?&h_UYx2s#;M>cYG=n1%eR9+$MM{H(T%GVUN>bZKKjp@bCvW7h2$MaeH?$3CuEsnSCx*-004Mvftd0aM4uLW_>zX}<6Eg(Jm;rjhNwr35Ja4@I4A;U%g z&Zj942<^gUfakKY-MM@Yf;<5sAuG>UNc%s-g$yURu!|sn!`<)|U)Gwp91D4PDz_x% zLEfDH`df z8g~rS{-TW=T0Oe8t8qa?L%>u{5NMe{25(*gb;OBTKvK-?JWH>c{gP1Fb)*~|7zh*V zr@8wy$7&Vci1#bcxPDKT$WhZ&=@sYJKI&?Hk)OYvL(d~%8ZUMfl`l9-A_k?SxVP_7j{OxN_F5LAI zfq}9Qi~Rk=!`Xj&^lY>-GvlC#$M`R(r}#mZe!&D8@<)>g*3}#+Wl^AQ6g7Px4QyII zSCFk-Pfhf%(zL);o1Hmn7b-W_-NiNU;F`cs9iWoc6`JQohEiTysa)j~&65LlNc@IFQ$>&J1mGe9DieBW(TsW1VsO_-V?BLU|CvVrV z-C0&p{N+G4EFLHWKj~5U>w_1Nbtu@7_@lQPiD&YhA~b1Mz{gTip@CbJ9>?#?hXQ=o6#gRT1}Hb!%|Q=hio*O)KQ=%q~_4jwvyt;H0;z|cTX2g22LvUa^8deeS*&ke~XXBmo;9H)K`i(CPc zw6v3p(1edeReo}0Zgv*);ZB3CZ+w4AVZE3U#SCc)Q5!y zrj7F95MPK^7~+_UL`4Rj%LTPF{HN|lEE~x8d$uwp+B&zSmbIDX>gbumCs(MOa9QcE zRwkT9-#zD`9t-yVvy7Nw{e_NFE_o4$i4+|JYSA|*72tfK8&_y>K&cq}Drt8Sl4?#^ zLx5;lN5P@rf%%OcK&&ci?ICOGHAaV~4ZU7n4T|_v z^+8cX2_7--H^v?PE6r&iwdk}N)ThlOAp2QLa=)vIFFqBAP8g8A-`mR`5S*8_po&7>U zLs7;>vy%Cc)u(e4trXnH?cLqi9k%VPnZ_z}aMX5a>+35g)w!nT3aj);lRVEcm^vSq z>AgD$TD8(M7u9&ixw=nQEdb!I2L-+UncoqtkbH3%GvjJKFJeCp{>YgSl1Gy=7RlpI z6j3r2Tr%3TvQlmHynLZKD?EmBj$Rg%ZseR-m@AMK$`n-|N~M{;W1XqIOe{KeHr-_fS2EOX6F5j}>We7U4$cSQgev6!r&Y%g?5iBn?xh1Om( zCjlMXT?YSTaVfhUVkMbl0J2Wl9|Oc)ny-wi zJBywHue8i17Tc!$$R&&rPL5qVL8FW6>h3~fGY-so^wYMKwxOY+!3d3@fbfab{?oH( zB;$=UjXR9jHRmngKIeaN_?ROiLe8hNg@tuyd@?kJQ&mU4VW3YMB(4MVgApQ^Zz{1Q zqq+ESaBL|YHM-@TwhBveQD1+&S-PQUc6Q^>b=BX$M*&oo%iiqBexsOAu;u2xsBL0m zd*+tqscqWMS$~P{5U<)Nx$n|E?`!_ZSu3r0_t&-o@2&H)!DW9)J>)yiuFA8K*)u&c z(ShEBip+)aE}sDR3);n1p`GvhZR576-b|n}{CmXAx>7()k%4XUg$3*@~=HX0Vg$Eb>q>!n?#wPML zdJVVHh_**L{06T>p>T3!X0U1Et-_Y^6MJvOCf*0bGt_jIEZ<8?5NmM3;? z5&nf4f48Sx5t@Qy2b!Bvqj%0`za&bSfz#CY@-c_0s0~G|8JY&`yUbX56wAMY9LdMZEpkW8;4`2qYUPK7$Yn*EgEsKn^xA)Y;j|t#XV=X)jRMyylni2M<1>o1}u|f0mysD{rA+ zk&a7HDYK)x06EnCR`ON)?0U3V4(eEkGTiEP8Homwf`)WJB!FzUY z_GK8YxymwzE9+UY;_G*i=g9y1fMk_QWkM{FXVu-z=8WmQx~wh@sAo%lG= z?{q7;UUM!sa?AtMQ&8 zD$!4{#dZJl{+ho3tm{`9O%815=dbz|dQbQyT*^%ziXCA8_|WMzGDPSVi#%0?qxemU zoD9eDxjbI9SGAl*oA#?LDC$?PT2(PNah-g0&0nKP&m9pZ&#YvIY8pp~zV*SI+1dBA zrBa=O&y6s?dTbeFcX<5x>;UuZ7LHxIX&X1ph6gD8yjsY`H_LXF9$EHbj}6=;BX#co zcD?Rpdei69-2k)qAe=(!@iP5njz~k*t}TZiFK1O8RSmu^9jO~>vWO3pa`E#UX=H!( z-DT9TvL~>~wi~TYosiI$*j9O6^#BxUm}R$d`-uz(eYbYe`OW7#Tw_!VDvLjcvAyB` zc8D$1lk>4q!M@$8=hnmvpGg{<^w&!%tl?PUL;oY=DV|T(^dUV11r|H;sP@Ro2a3v! z!?nJ@g5jF^DC{b}0AGf1vl=DA#_1owH%Uw1#c}(^GaoBBXMumQnUfK4gs5R^f!z=^ zU6PeGWtD^UORKjLoc{;1F#&9)-)w>H`zxay$=aKiBFY=)<|N|IgtUy3d%f~-_s;2= z3l3+l8hUPhHMc?8jzy<*_ov^lr0q;$l7ETmW24AfrCjDWe$gZ>JTAgb4d8haSmKx9qK z1G>gYj-K_?bJhBLiuuX9jCY0$k32t?CSdS*Cf!gK%p9V-v}R(_9ec*ao%P-@hdwEI{cJ@bcw0V8J~o1iSFLC?r|M zI8j22xa|<)`af7ffMN=DcQ}S2BBHqagyrGr=GFs!WWDa`@(-sZG__KqMxE0f^dcf6M(^D3;An#5C!v&@UR$n0LCLp$J2PLcM~d<> zbP;hVxY|a%>|YfI@IxOa^)?hK3;@AZ-HLin<~RwGO7X7;SMBDMU&tU~X}D4TyK12y zd8)t;;O-9){KkJ?9Qgu7=uFmT{cKM9!QTp}z%l`{5c}zTt_aVJes@Q9d^a>K-3AFml{%tt$@5W9W=k;o9*nRLj!s%D|%V)6R zusw6kKK07X-~k<=0<4`jxDnJ0ztM*oDR)6A*L7aOa->=2MT1R|$$88?BB>p!1Qm$g zs)~|tBqOjxs9y}#2#}`3Nhj_?cLP~OSGYGjH}zF?#-Nl(H*5)p=EBN4G5tFZrC__u zmi8ZhT29++mGM9M)AwzbubMngt1H~dE^NSOiW+5ypdw5KZmoN9Q|FbaC@v67oiJGK zK_C}`8&0hJfBOzO@R6_PHMc<=xH zhw~!G&VKr42O|`(5~O&AO(BUrAB&4g?uLBjGd2+5m1PB`r2(kc*REcz3LzhSusHE= zxxe<`O)%46`c0<^f@Yx3l!MK|R2qtbF#O$)?(Xi7RT_*rALoI)e4Jn2_?t1o*`;@u zapwS?STf6b)Xf4aveL4vY3LZJ5m|)8kkEqzu-Nd@Bu^gQ0*9^n zLQmeSR-Ft;UEtC@kcJGFp5Mebg0`Tjl$51`vc8vTsh7B;wna%P2C8&Y6P)2(#md?P z;c^1XW|X$^A=+}RHp&&VT6q?^B}MB`s4yfkTs|gJIxUQYNtKa>8q+iwBhlLQ1$JHV z>8ut#jgIowt=@Cn0Sb_7tfpdHg)g*1yy{(VMXkTW?3=km^|}-Fg?!}vw^Rbz`BCUU zfl>(mnP)h;q^y_-$08I~z7mz3WZ(1DvnNW>QLfjR?C9vf?vmuR#OQ>Ztq)$LUVIy- zjN(sxNMLYqHxl9w?8r!-naN2D0QQP-7S-#=eMmf2|8Zco98cB8*9I1st@0jqXl^-K zL15EB_T~TkEPiN8kTNTv=o=VFDVYG0B!$k0qM{fSahuH3RR4MzF6@f_X_=q=MX9Dw z`dMR{V;;GJ`2Su(wn+TGf}34L%_Hz+WHCeVB>Pd1>U+v*Or_++zy>!0cwfzmh0?h3`Z@O(+4c3nHuCtJM%D0 zf0ri!>YZhJ|2DbirnZ5B3h=R*^V<;@z|)RIw*UgSrt{a?b@#~>zLqf`k(`sh8&$YH zMZHDr5pyvx7s-E{iC*(s!_lfx}hh<)Q&bBLsUsJs|6C-#|j&82$K8-6|C@PC&+qsYI#!>?z>K@XLN z1y~u5Yr790W*Hnp?(?a`J#*@AVMpX4hNg|2BDK_Es`{o1OhGQ%O!`MoTdcBid51;MM{z<-!1O(=LO=3Qi0pC$>^KNfb*uDNw z0`iZn2+e{XrxftfYei*pyx-*XhhgX1w`&~vZ_v4l`l2Rz>e`s{vSlT(kaKa=^I9XQ zN`KEab6KSfDl*8HW{Jc2)rmJjNEs<@9UVnz7j}n3Nc4}$K!2S23u`0t=t?^V8;;o1 z#+dp)U|YJ%t8qoyGMwksbAW%38mhTS8G9Zu!XNPRp_5s|!O=UIsli<;Zq~|(h{Ju{ zK0o=~3TIE|erI}P?k$MFJ5d+_{#M*^0MQtK^eqU`j0_+KT|aP<85(re;O=RAaFdgs z;mJ_LVaCt*%?~cJ(4nZ{r&E16?8xV|Iir-Cw6On&9QH9N`NPi+7B(dX%C>&Fl{$F7 zG4~tw?2O`(>1Syk0AdnfutoCX(%~K`d!xzL3gyr{^lM{AU?dgAO}u?lUw32cgS5V} zs@9=~@aHQxn)($m6c*Q+Cm~E~R`tfbqUHu=`$0hcf(hBF`9C*ZzTew^vIH&5pOBCD zbXI9_4}KHF=e3Qp$uCLS;Ox$MnV0UETj`V#?mY)o%E!Kp!*|Ga*!KeSIR*C&-3L2Y zrZ+`fdI1l`CoRFTA#2#~9q6?lai|D{P1c$WF8WQE3M*@=C!l8X*^;G%O;ZehDWnYy!&`301Knv(Of#_ZQjb7>nOCZG49Knd zw{8uBmKstKIiCf^bvLep<*rRNS3i@r^l6HJz%q|h-gygT7-@3Ej+}^K@GRU|CbY(i zG+%f>T(d8XK9^gP&Yr=^^sCzUjMl%ONK#$S0MB(U%$hgDv+XKH{(W9bmP5`-000Ut z$;@?Q1CuO*$B6XR# zcHM*tTjzxaJOS2SH0J+}LKu5;$B92FD8?o5^GLnh+VC9(MA+)R7;W;eeACIa`SFg= zmXdLaM?2h&z@Ge}Ge*%C@2k(OMyEV~!0#KGMuju=oQ zLQo23tDx)uU{u_0m>JC?88n2nT#Z)bL1=a1xLey3zQ6}&3OgO9d{dvATZ{gfj!;9A zbBF(fNFm%G4Q1RGzCTTesUZ2v5F0l z<%5Yh&NI@G!b@T_#D;Qjd$r;ZYUNPwj1=vw(#g2}&xf}C4h>gtyz2pyXv z$J6Bu$7Td^S+D@F;i~ZW?_axKBeZnZf4^p)dTGv;)MUb!0Igs%j#)`Y&f>!zhmaXE zE^}CRHvcsYdiYJCQJn6v@b0f?74`^O|Dk{@=o*lFO_EN>Wk{ZZrSd5&|CEnvTU;1f zw3FRQ*#c@9peKHZ#ur$Ci0l$?!hPe`tuC~3ccZHyQ_kecUS?ua8Cj`68J|#4@_hBw zCL`su`N?B>oPN8D_p;catka0D_yurve=$>00nRdjYAus;K>2N$S*jksk&4l$zN5|! zux22^#|vHL_baWS#K?hTl5PFgogw^!^Ng5wp7v|3c=?BoHK?6K1OooCccQ9dXhw=Q-yW ze!3H$TR(oja+kN@>Sok(t#{ZsW*HP-N#os!7#eZUUqL*2{qz0ws>LWrNVW!s2mo0w zx5RAq%7MAWBJ9N4tzzFm0U;EQ>4@Z{_Oj3m*xy?8bW`f62Y8Yeu^Jyv#qlue3O-f! zONs?W@|nDt`}gk)_b6gk@02SfCKH{}OZV%HcR(zv$lP{JQVgN)dV(-u*UQE!-0?ak zQ54aHx+J;<=g3h8a$vH$Q4=}+M{n8c#kO&wyXa^gwkP*)lzFE~9b<)49E}$%I!I zVTb<|O#fv8GlZ320TKn7Y5wyGGEUVq7Y!>{u3l}iy|MH#%hBr|i5ss$TPOB93iRJ7 z{*J>k6nlMx=(@(~ZMt@=EjN^rS_lUe}3 zN0~UE_a?6<7OR=724k56FRrPM$c=tn^Q?tt@{B2dbkM=wfin8zLiKU`(&AzX_t7?^ z*bdD1Bghi4(c|iYkVwf@doD%i4`(qp>W52%F_>b$3PTjt2w@^9dY`~bBG_I}UX@nskG@=V{Q?lO?LdioTx-6#8qC?Bnf_ z>V`*xsc}Na>%ywf{VP|dWe#kWzG@=%>$&DLpWJ1nSS*(abDVOz#PB`uq70m|x_~i8 z^02O2wHdAdgsOeAJM212mHQ~3fq3zto4pcSN`i?NAKaYdaEeI`G(#BFEO+J|dydxs z|CH=%3zm6bO&l!+j9w31k-jO@>(Any+`fWrEa1HTG_&f}Yc*s4S$|_TigwC-L{b1J zy;Up}IEd>&dLoCB57NuC-@fmCbKW?&ySJ`1rJiB=@=++02qILvYlp|)rOdfA0Es2h zD>-pQp z?QqB!0yo}KqaV&cYNa(heAJgm8F6}Kp0c1G~q3aIZ&S_-LcRK zO=)NMw)q5O+G&Z^zr_ZPEbOK#G98+m1NvmHiEBj0XdtYXoT)< z20FSloMu<)_1y(Oeh6|i?-`l4(LQ{|bq6FV4l}NXHrN{aUVSZZ$RZD9H@s#p4i6oi zP76CK3=xv=OPyhXHwOTTP9edMmY>B5E_CaF9P&A}*yYIQsHtV~LlA7>3V@J#pfFb@uO1fbD}9%-oKbpp&BrMeD7AfO@xkYTdIDH2o4}6_`3?#s7=AwQyK-{tUT@A z1BIMYOza%whiE$SLu4FbH@d?*5Ql$3zsk9P-k$Tx%Pbo0@GXUe9fL(bjGx2Oo9}u( zT0)YN;a|#!83EiX-rT+j59#RRK%d4C3X|lH&frBl`iU}S@!8f;4U+`!=7;2`>|~W> zvx&p*UmR6X-Nm39GTRk3BxZ@mR_agGK4rzHaXC>PDzk)nmA!!nn=ViNjK(Yb z0+j?D7`ReD{QL5M8*nOHe~n)W9Inc4&&N!I+=cZVpEu1FnDJ$J(!bMDpeA&8qV)Ov z{cTV!k0B==gA1+$j4b#r1UgJ*K7A@okZx!$oKK`UonE?ab``X%W#{I?`(b$SsD@L| zCE@@J8*odQJ)=r;Vse z;!uVyg-59GFbI|&(v$493TxATeg1i~fN%Jz?K0ZdoAawquYkG5m2N&sF5iMNf@NZws%NuJcx@Ais z{6~L5Gj^p)V_~zS>0YzdbEl{Mb~hT-Sfx_Wd6BP-77if~A65ZHyua)G2A{uU3?L;U zKU{u!aRab6Fe+3g0Ot>i6E~+G>PuP1na=dny@MI!SNuiOnJDP@`4BC4VRT~Rf|?tD zgXWLL{DL-yIX}OPE3K#4GkBN;Kgm&R7B=B62MY`F{mE~s%ulWbX-p?sEtb7u9nc;J zMB7?OU0};%8{OuWk6IL5HB##PR+{^jBz_+j=v z-&C3!tH7lPI~vWy&8_Tpp9CH94=NQJI8#z;K+|9ZLj|zXK$HTto=c186=5LJyf}+j ze7;K3`paXw)=M)R{rvp&di6Ses(7wEW973ty35b6TH0^7$I{}_r$8(NuS3cFzvHX0 z?u9WFRz8gKT5Jz#XUDOjj(9`J5UJ)R+0cNjOFuiI5z!Y>CfPkaTyke;9Je(ldf)0ne0fJN}Gb+9j=L#mVBjQd5A9(5RcDOiFrpq1|Id+9 zKtpd;j^RI~BLS+ETwSX0X4TR63@3XKuzp;UwBpF%e9TEOG5#ipPr1KA44w}nFcZIi z*+OY6+v4DWAc+S{19)VC6Pez zwzi_+r?PW$($KMTCM!bNStJA}O<-W71qVGARu3?YHiWgv5+p3e>a0p1m1cf)#1F?e z%BL~&w_Y8}Z%P@XMvPg$Er+W9C7hYC?m^B9voldNs0nZ1zP&aZ-Q8jG6&LBmWZ{J% zpsY+xU#ntOZWo{Wg>Z~{%I!JkbtqG3QCQ3Z-i7px7b9~J3SioC_D8k^?l>O!#FcBr zTRwCM`WiD#fFY+KG#ZXjXh1i(V#SKKV1?l}h%ukyxMK0Nq`u=2A{#_k&;w$<-tCSI z9#?jBIHvzoZ1$4eGroq;eC-8BXYl@l6?D3E0IwdVW0pXuKM z`5%;0fk^3M;I?U+<&8VRe4U2jSv)vdS`gKzoy3_}1zAHSvSB1EGT&xy$vSneprN6m zkg$T2LT)gJL|p-?8^s@xZxGTp2X8!L47v6MBm&R^90+)SCj6A>rgi+S{u`Tg=Vm7T zN6$!kzpMCHDQDj8Ewp@Nr;m83Iy~xk&u= z^5u*3%&A=vl1@$~Znz397<-ieZ?2Wl6Knn%0qUyi5X@wmxB zhHIS9tY8OEQ?OwJvKT3N#FP0+144DENX=1ih#H1Sbj_gkT>yzy?(o}fDkdbu1H*^g zz+#XDRS;GCa(;gPcl(VU5XsAyeA&;bvu5aZp6)t|NrL3`4(q9%?)U!HB(jiA#1hFD zEPFv4KNt|a0>8NP^bAlW+~km0=Huf7=6WxHk1Fn}_5JZDWu30WJ|Neza4F#w&1qUa!;)M={ zOSu&pEJR7^KVu~=8NrfiM9AZXZO{6lW?>;f!D$AWsJz9WoQSP!@NFF*VmH?S2Z2M0 z{e{1H%bhqDA3=s1d|o#wb~D!|C&j^qTJKxO&QdFet(z4IuXhT=23dF%H9;Igi=+`T zhGsQb3?y+WFLK$xE5wqtdtCIP8sXa6c_(W7EN>Cx_g)^vIeGZqgr3bUFfT5Oxou{M z+KNaaR7;ZUNSRtxv^myv_d>S&7(eouZVhdzAvzH92W7jTKE750A$dGqAIXS6&yW!RGF!0L{uw6jSitJ)Zsb0Y} z{r7x+Nv<){Um{#F4im#K7K^|1e}4alTcj4!Tl-$p^apql;sZ>X7Z4X0Kk&yn z1FQYGx<5AE&q=Fl2vkta4E5C9pWD9K; zZ_N6Dvi&#k8B3qh!@hzzrVn#oD+gQo zlka2|Wg!vB6w(06BXjA9k}3|cq{7{Hiw^&>W3`>eC#s)=IqTcL3nlP?v~PHE*yYod}J_#;{0SSiPD@iQ&W~ebKu6ofZ12V&Raar z&ZVvLTAOzpa!W`bOTM?~ngb1lUP$xG@z;Y=*7EYLvFTl|fChJ5zntMx}-e9MnI zh2GDx#OfY!HMVWdLqf?_4-6q(f)lVbc4a%N59EcHQ4Kj%Y|pAe>m>*qvzcgEWz~O& z7hCxu-o>Qvu<5!?Fr+(bwjd~((6owQaKvGOPj8u?44XxkVcqef|EJyc&eZ%r+TCL= zwgz)g_{NQ8R|8nn*ki50t`dh}?3 zo&icGG^JP^Kc{&yp_>=n0}hb-?_eq`!!DTQI2C(-Z)s6FP}OIRT&ey$QF*z$iv!*O zzZRwI0>{No5)yYXhKb)#tof_3p|SMHJ-V!#+2(XYHj63_sl@IJBW=( z=n%>A+>XQGpHRG?eCWt z>-_I|2Pc>mhyGTXC=i#lTBq@T6~nQnl!>I}=VJpxycwBrF~&Q{vN6st^sLHd1Qf&| zi*)5&!K>JEv&7$Y=8~7!tEm4>nHdpK-YiD=1E4Rv-9*zMcHppK!wdNf-8ZK)Q&M&i z#RJZbWs(ujuz-ul-r<&Wx&my87RZAK3MVa1%{BtwIaS&CTuPaDsfL}xDnae=)L~ig z&H4L~x8x}A#SLkUUqhaO#Ksaj-TE%Y6m2anb3%qfn5osG<^4y^Z3erVW!Lt*vi`Kj6dQmenKX`Nd4%+vdeY zy*ZbcmzOkebdf5D7HLFWDS@}1y0dde|rK+CFhn0ZyA%gRB$M^9Uuf77PIZnrGd zSxAF_)_4dmBG{~8{4?_@0$-abc43!dH|qsxJoBfki;JM5;@`wS=(!CK7rm{7wS@9O zs-gqlnW85%Z$e22%V?GY>{HZq_K67(zJC4sDy!v()56J1=g*%zcP{vLZa>K`UmVcX ztXkKG{*jPaDam|oseF%bxiwL zc!O(4h(;bul0OXBV#yW^BJ2j?l6jJ_ulWCzfh=UP7~D3B!|ej##S=DOUJJ&Xza14f zuYU7pacG-xh6tntP+EfQkc0p=Q8)6`g&*}yM@2j#>K=1-t32f1HZ&Y`@B4mw&2_5= z4OeVy4Is)(Z8{W>l^3^(BV%z4g-*_JhCh458r$!gmECkj$Qjy@YwyZm%f!M`<=ko^ zc?jb)M7h?%-m*i-jD=Y^yop%7#>T7OiH(~@J)}do?eyX4uEN{b0qP)b9plo4B=R> z(EU-bP5O)hJ;9>UHm^n_XxIAnYu)INS`8;YX-LZ3mip<|4g(8`qG?m}E(Qmu-1)cq zb#W~>R{!0S-Pf;%OYLh;Kf?+rB}{rtBYcY?3TN_1pgECc7i0Mf2?aTuBk zGizfub{4(r58xYo2%+x5;9oW8z^;nLSvQUxx7)gZlE`dfzH}X@XW}u!NyAaFe58J& z(x-vN=F8(^m)pSgNO}d_lR^#Y9S!uX4a2l|Vu-qtktKP(3HfG$9g&q*dvEhpf*uQK zik@PeAioOEO;_q*Lhk_Yp{U;yrLSA~nwC`PPCiZ-dB~! z3_+@;x^Mk-Lp{2wtv1-yJfguuTHc1xBPZYLGb3z`iX%9f+WT6HL&+SMI<7{G>=5}$ z2~z3a_^OYQOA7YYJLb7kq#jiOs#|sJ1pE=JAwgd^>1l#CL5-cBMrIDCeK9!+nw2eleF4`*LgBln&tle6QaBbsWlQiLQWL-DDXagNNR zGCAJcy1t^akH_e)=YKkqf}ScjG6h1GvY*^#FGnpjlA;6X`;PJ9g!Ea_^Ezk6bG6OA zqmnz{uQ$pV%M1)Gt0W_p><)WL3k1UKU#vf@K(sc5c~?|=^ZV6bg^9L#p2{T&`-2H3=CAr@wa$jpE5$6*P1O=q(LlYy zl@6-^zLU^XWdm0x`C`2<@uinDkzOu2o%@zZ8G?xouz;}eN&m|b+w|r=?hLB!3Hj+% zu^kFoqVQ3kpERImek`k!Ejj4XZTpL8cyS2M{_Z;U;5-fLpBV|{Jrv05QU>Z{WgSVn zF)%+mI;z`&J^U1!CvrUdLOgH9#Z9PVaBhYpZkP~pY@VC|nm^@1d(O>_RF5l<5c3vN zFj+@DYwT=4^`Ufg0Pk=8Ftd)shEozo@^<-E`EqDVfQf+GyTcH9Y3?Q}#L$QcSM^ep zT&FT0G;>^(X%1aM5i0sAGpT2mW(bL^;F5HTfOU|)jgF1Q!R!K~CvPAOv8`L@+9K%2 z_yk*eH8=Oo;!`wjD5Wc=E9L;MM6xQ+Qpy^mEdWFS(Kz#hwD6|98)u{-1`!wwJzvd= ztza)cV{<0;ppTRlDUZzj+vFZ>{`wv{ui4c4Lu9AY5C{#PCIMMlGB|FZ!rKWaF}$6c!o9u|5m5rTqzP@~q{|z;gW}XT1C*zwR+k(c#F3UX zD5an}M@vZLG`}^RJo_y-N-nQ3=XSflWm_6yTM$4OX|8l64=< z-4+LtraLl3oeT|Gh_I{R9=%TcBr8)uncP6qYPAHY4J{Uw62j+v@~BM z9tZISeLB(xEy$IMP)wbF*a6J02Mk)p5e@DH`I8!3CICN z{io+5suZ_VGBP93v69x=w+|!1BF)du^kjawdqPrF0A+}<6R3?(+(zhOL4lH*8(EIX z;@;-R@Tx)urc_ad{tRn5ILffA4M86Pv`KPN??xezig8@zK!sjs>k>1_IX%)^jj&pV zNRWOr$uR9Q+?8eHwu$J6R)0`2Eod(1{N<?;gl+Nn%yLd#>Sa#ArukLN6litFa?Y#hV zKB1;9{PLv9cJH(b>>JH6l@yqv%=fnhCPE|7fTZR$R^|i}nOg7&MpIr=OB`AO-c=Q5 zJeS~2q~9c#G+t;II{eD;%gPw7I}X2@{!VbdnrGDC(VX(~qD@I+Db4iEUUKKbcDX~D z+(TODZs4u1-(hl?gYRn4jdZTEZC4c+%i@7`!zb%1u+a{F&dM3q+R&(vsq$qK<1-9xnb7 zAb5Ta4eduNNhsQugy8WgD*}ONI=Xz;uD9lWH8$!G{#64A)(;i-op!d4#B+iQ)AvKUqR z>zhhIu?U<2sfK)X1_v>}eeg5aZ>-YP8zn{;0T<`0;-lPBp&22|bKVarT@OXe|d;u#9 zohg9<)~}}q?~;}%iUF!u3!i~9ifHu#ti?CRu%0!alK<$>JWs*q6nWXv&L_#Ar%w?? z@nyR0z zfMc7vzJe2T?Y%=munQx1`;Ph;Vc>l>D9I#x5dWdq+xjSXX_YO1R3}*kNKJD^n!EPS@dhf+dlENBW`l zxuFx_!Q`~}g+c!i!@k5DqCWRi#x4*#3T+^c%K_7O%rFvvhZ-Q8fyN3ycYCPx?|`~2 zP<(o@zp*WjSM12j5mAzbLd(f~{Xxs78=xOzXG(8RMoOc^D_Il2((xTrmpWAr>s+;v zVe^=zBw`j$gqCt4dQ26wgJwXZ`A=D-YR%EP>fc$<##i3@d_s`!8TEx);h(#A z8i9w&x(;afHc82Ljtv+9@>f-vZRR98G9buJ2wC_tsH3WboD}((cC9dR3zR`5lSZBa z`YT=23dvq}*N>!pJd*!~TPfNMU9X_;7&`KCt$0C~SG>&y3#qm8bJzVd3c+Bkaz{T7 ztA(T7Y3+v+4Av?GW#1%*ze1I58yvdT^xuZ+f{+`6~mkXK1>w0XqiZtm;Covy1@SNNTRyZjJo1?2ujUfttg`reFdWa`wZ!2)CZJb*; zeW~Fg;Zm?M+mlyQuw?Ez(K}sf_d0i%$6`tNVE&dr<{-IPzXe$o<%UM&4(!&&ga(}) zxOI3?ezDL+(uR4^Fv4Nx-quIUoCv#nC{rfjjSlgC@Lm%{YeTf(2&5HwGv@^bcaGDi z*LJEMf3D}QZFu)>j_OHG-t-0De*VE%3xyYr8jZw1j;(2@hF&FOI|k~gD6;TMFb4CF z)%*N>lDPP#HNtNv0zphwghoMuC(+vnZ)>Q^as|~NLUo$U&hg@MMO&2$=rR4=a~Y zYtjRXUY!KonhaSa1b6LP2gJFlxj84e0J%L~R|E`p?6xJVv=F4%VnM6NRT*B*8H-+3 zl6b>7*`!^BNQs3i>2uY2*s~IgEYF@dG=L4F8$|+uJHKS-&M$~2|4_LIrlX*L{Z`*k zTg^vJU|3e1@#S)(HQT9{)HYt;-}^D1#xPdIcP)w_UIBsX@dKm`XXk`Qn$To1#s_mu zIrTP=kP!3!{m=h;2=Hp&_&1hRuSWlm`d<;HNC8?9O#TPKTyl2OQ7O{o=;XMjku4^m}V#&0+20buQUmcn!sp;c-WhEhzOhH8*KCEsUom43oKs-1Hld4(|40bRcfI-{5pEzI6tp%XWXE)IIdRkoPrqt_c62qB?n zRIkWsAF$zM47%&BA1Y<*(BrbW6clXglwnXG^Zv@TZQNXF)N0hq{(36Y;i9M{!WK}YSbU&vXT09@iK`_Rn%@fa`6xb{V}7A>o^uBW-+$|-T`!>j?`sN-|M>CLo0&d3B{q^H(;-qGvy{jrJ0z5|3l4K^&?N7OdnKGr#fW#>o5cKBzw4&K!UvXw}EFHv=94bo8!)rhNLJJm(q8W;i zI4NgFCZ+{<9^Q(TDI^St2o(hs-pe6q2m=BCTnh+TNA0|W(Rpx#)nCRlSJy;^bUfc< zu(h4RCza`1nylc>0M?!Uj9h(WmOg2RZsNv`8z&wp+_buc#+3z1QNNtn+kIpIBaoc? zMkIT#7r~A}H_4jQX62cV{uym;0)A7gevMAx?SY)k@k{WA;^Rku&bkgX_+;yzzP@~j z^9KrXGj9e3<&3Kc!Ey8+7AHRxgtY{E98^o$G6rC$T0(V(3LLAx?jdwwoAyMSCuXe5 zQH{&FH|#Sgas;^n{Er6m0lkxGsCv*3<+c!dy~f=H?E;!oj2G z{R5PYQdiC~?Q7DS!)A~ONMidDoJ(P^1~lPBswz9Rv$IL=)}j(v7wNnj6#v((L?lxf zNwT@MyP<7tqy8{s+4oSRW~_xB3T!?*cE3yIM4HbU^pX5<5kdJK!Bdqo!itm9tNk5G;TVdq~4$&al**l88%C z-t-L)4vywpxBu5bTDSWtk~PVQa94?M)Lrf5=3MDlWhdvoqs!~u0^wO-i(FP7WV>Mw zFbg_Wfy;qdT_Y#bvJs)yQEl9eyUUnEfYN;jfDYhZ6XyTrt|Ef@6N|Q2fF9Jx$A_%s zoJy@>zWqOqqgGYr9sal$iY3G0d%Gg&V0MY~|6VsLml?iQj^I+@5x{jN8A!e8CGbtd zM;eomxS+KJq__oZJ!DZB&i+g3X5~N?VMN?Npd-+SaHwX6u+ab=szVGG-+1oJ%>SO$ z4kTsJCY6mC4pL{j-(29>?7Yrx9h@Lww~3UXbif{-n53s!Ac+XAGDQyr@PnY&zHrqC z?m=#*`+4|TK_imx&Vt%F5FPkH%_V&M^c5&e={_?&K;UU<pRU=)(g0d<1yIwF$8XrD*!< zQUc|j69(U=a=i8$uE@w3KDF_cs{_blG>nX?=o3GtX)|eSxBPWsM-@*&37!gcEdU8F z;IR>i5uBU|pqkcs27vql-5pFM{mc6G=8#6xu}R%rQ+*&{a27-Q~z2VTT9 zTto42rK+~nHAvp~UsZNM-k;eTwa9oy?#GMfJTZ0mlKS7k}$EzsEw>t7`+WuLjOk%c7LX=X86!rq_`I^Uc^d9eaa8!{&>Y8zR_%{J83IcF$Yz#h zeoJ-D+0y?dKd)vh{FQ-FS0OAHfUa=)GswE(fc^&OIuQp6fr#Ks^o*p^Ip^GUcVq&c zrHS}H@foN%T!A2gxEStecKyu^ndz^8m%nQOlXp|h*a(fEotPiN%jp0H-Y7MfRy?hQ z9mKd^TaTT)emZbmSP|o$DQX0M^JxTST}tqfZhQ5dd`kj9D;NgK1gZqif*U~Q0D^)c zcz;I1G5J@%Z2oUF^A?TUEd{jKhDt<^QB_+D?o0@N zJXn&!$u}u%6-Ncbg`ld@mb*`Az}Vi# zU1mJpBrQ&3UmsC&;DN-*uYs=A!&L?ynumO7?GB}p@gYuhvAx%0gKpvCj&h_V9X`6f`o!sZVX3y2Us%&j*%`WJu)l(-03=++k;IvC3F07Kp55R+7uG zdJlyOVbIF20ei2c_eZVbXS&+jZN z9iga8kcq`i<$`oUbvZ^sq<80P^JW$LS5Ek@RjBB(l{M@Uc*XeP*@`A-0-)~Zkvf)r zn|yG!&s%3Gnrrw>92bt<-Y(A26hUSo*QWL#8B)YG{L!D99m?XPt%)b5+@dv`wrvxpb*Mb|$1}?7nvAx%q0&m{Tk`jf}Y=Zl^1i+_d zP}T4}Xwdv%_T1T{J>JdlyoXm?ov=2PLO{2;1=t6aNJ~#ENXI%c1dI8?|Id0mQwjyO zYwZk9uv8RS-mjyfT*ZOQ^xr;&`lV`tY;eyePJ;Coo3(M z;f`%53Jd$^Sk_mYgJ7m`{5a+(M~RX-}+PS@#b#b+jjguL0j;Zu@p2 z@$4^N@&5Z?cx(XXSp5&dL-`U(4txA~*GL0cORK&%Jq)VrS%vuCsS?j?5+1%8-^6PDQeF><{}TVNH^^7y0=v=z}PFeLIt zs3DF;ydt$`ai6zcpFwsX;mt!|p8ETX9uc9f}{^iLZ zuDr_u6AK6X<9IaoA|NYakZXia1`XEkntY5G(FqUV)jnTZRaHg9^-qFQ@tQ2Tw@*WP z?4B=3!iCyQ=!P_7!kguX#00FDg@wh0fd&K7%ZnXm4R}+;ezA%XY4^9kmJ`2dj4Da7 z7+%I=HiM;vB_MLLAG*kjiH_Z|WjR+kHOK_@u*pT&mQnYMP_4RF>o?Rj>%;yI-(jZ)+(pd;$3s}E z<=Aw~f+YbZ9)g=MYHo!70PKR3GsMK0|9Qtx)| z4pZG3!BQ9z8+m8l$Q$pM28ZoGcblaBp4`@_xNdZHMtg}CjFT`E$a0&!2<4TxzyI;b zU%Iwa|&;qJ^^CRTkgyEiuI)L`bG!?T-95rf{>I+0+n7`^ii~^I*!u zhaa&24+6!wZ@)-;jgl}9$NEwlgAQ1BamEDxk3FMKe0dxCc-(lcmNwD{Efmf< zV_dMh{SSV)U)t)@Pq&H3v4m_cyqpMga!BXm#ix;6aEdps5)dKy=J()bd^0Te3MTvL zBaT93f|!`83qc^;zLpbgT>1rv2HD2{bL(@5 z$s0qV^0C`aT8F!5K&?DFgkuXQu4Wcp|5GlkT?oBF{O^2{;p`R3taM@KKSGNvWo+|v|6VIyf zia)MwF}wB#(~a=ET%QvHST!I}Az1qoS#`)MfqW3_qdhq6fb8hu0lOQY!9$Q{Bu$gDEtJ>Z>b@lm(3~L&jUIXrdX(FZ5Nz*dW2JP8Q!2CI_{41T{Vji*(VLK~L#l3@* zJf!`^00@E?P=bc%TFJN!6POin22NQhL}m7$MT;Xag@k|#eHE4`Akr@TO01;&>@1Kc z5?uOdVh!F9<%@Nv_<66{3xJT~8{-H5ArShS&t5bF!-#ZgQCYoqJw83DYKIjEDoH0X z+D6251;YvMR-fgq$Fh799GycoY=`waN;0jRc6EyUr&-_Irk$Y>Sc*c1+@EE+$^`pYtU9`GnB z*rSF=OB8EaK>U6Q_Z;t#s6m!HgrYC@6@+H$w-!}5nG0ePG~Apgw0!LI^0+z>G9=OjbGUjV1-&0bd+Z^OC3;WA|>X6gv1l27{-VW_^&;#=ltg_NJzWlYGvSyYq-uV-wQ$0`tFibV>Z`v>pl zr3c*Bl~xbpqXDN8`y=#g>w)~ES!w`u!PVtQ@TR{S0Ej^NKvM`-k{|LhyO@}N@r65a zLiFPK954X>@^ETIHG{d8qFt8hE(ZZd1^yy)W6y2DeUr3PPvqU)3cG$Gv36VN;m7uY z-}U+7h1tEJV1dsN5gB<5_5=h|1oq`{WsBxvLQ_WrvI?%7s(5{Iov`v!`en>UMT|^} zmlmZ~A!&HPHu)fyCsxPbRP$S16bUm+TbE}Gl0db8L9-z*mL~dspKa~8%!QWV9XHjja}0)0Za6DTgUu?Y zJ4nM#scme`i};&MMTz8t#Q#b13m}}L(jyiYyD+)Q{IVZ6AE5;I1=9-SCNBXzEXBa) zp?JBuugSPmk;H`!M?bEb!kzw3Q~^u z=m`q3(V2Fsc77W zA`>`sJV2cKd^-uu6b}?7pp9PTcWUR@sPDHSiow44KTK z!zsbUvtWL_D84Ivp!{x7X0M*k1iQYZQE|qpRWI1r)Vcfkhm!2FW)Q5?3kV>HQSq=v z*XPm$(Hn!;G`eYgT={z>$Beq&8Ge-7OCvWp$%RN!k_3>C;Umc7UYW8}AGI{HE_a9$ zT_cc#K{3`|%{sok&xkDZqtoR&J&gV1H4O05dzlBxtN zsuCNshQQp-fIH>nqfASVlpRoY*sLBqe}l>ywt=K~@CUF-{A6LQOjJ+sq(rGgCVHqs z>W2$>>&SLDj zWXH02pQ3Q9_%93}B6!C6mm9=S+yE2XxsLpJs2GSv0&j6#b+U{p(FmF&_QZkWs&Wo! z1xzk6wJ>F$x3N6|LsOWU;!P$2aYV#?J7h;bFc&xq{;01=!Wr`T-wD(EU{pf5tr!aA z1fvtWM--k_-0rHIZCP1iB>Gf2(^K|#-DsQNIly8Uw}pIHRrnoKVQhrF|CyZ1+HmpfdfC`sG)hwmGD9# zK|E=-pbMvV-l@w*Jb=F5%(U@ckc_wl?aBIvqZP+OzN;&68p4x@7>N>5^js?#!ghT( z#_F0Dpos^dY_no>LBApcqJ;wkAD_sDZGUxte)epUFg;92DX4oM=+7KfsMGF~bjG&%tl77niJ?NOE zVh6dz2%$P1V>?_|)kE-GLFj4#Nv0$rD((#h68j^d*!EQt40px=h6dG92Kte4l60kV@AEa6W1-BsR{xDTA;|9)v zDug(!G%qug3ha;x%Rm$d_c#1_LHz#z774ba9e6z5ljG9)~q)P0V&!a*k zheGs{*X-bCPk}*I{@f#f_*x~Y>2nqe?~U>FxjuHFvoO<T>xKU$liW5pzOq?8KpB zumGBh`hYAwBb?LIvE))R4&Lc8ghJ7&JG$%f=$BCfpRn#EaP$B#7HcOxtGvd|fJbfy2lJseM!SHG z8w#9Lgu54rssgc|!{Cr|qk5G|cu(3V#BY7Te_A6dWVxA#sMx|FN*5*jW z3iMHSzTCn&bPU5F@C9m5j)6xwOROQ`X^1TY6>vNPQ~$#gEhN`I8UT$6Bg4hI?ZoIR zPzp4=^Ir+LTm9Xu&pUvRH`_{Zy5 zxh?<$byWYj7o^HZQ8&VkzhqMUQIj_Z8bBs48-hAL4=&J}KVoPAHrtDH^W=SiB0en9&*a1{s zAI=ijKSt865!eTharCn^!~!1JbVbX+x$lsGNlyQ##FE)E0_(`9nZtE+1=cYJ$60Wv zYBV;2@R51zqgPb&e^FCto$GY3s?EFK3lelY-P!vf2ETJH=0I+Ko?8hXp zd@X_g*`g!&Sx!f-2*%Oinr}P)657kQkVlUmHDjzEx!(Zt49p9mTp(r*XdRW+)hmVQ z@!2K#`9P@J)h73ocS>0K&tFe*Kr)!qbr190FP_uqP>uDM)Za)^&{<+YS3&^pi8QLq zR7ZoVN|JAoqGB)nxo5wpJ-65YF^JaV%rgs|WH1Ml!CakfjVIT&SIffNX9+u+cU)bV z+zhTMFTiGkWuSc|DmLP&0Z5}9RdE>qu-n+n7GYnijWH#)*YUBocSTUSBi@CNty7l>zQ6RmRy5ttzBAUIsqr9Uotm348JQ&iRWMa|U6 z?t`_hKgBbt^DjoGDtSr4Hr}!AK1|oKSnoD;b{zU#pqHu=; z|A^)>w9*fO3w*XE1(5X@sCNp+ay#-p+NPqK&?TCH+l6094PpWl~Y%@DmTO&%dA$YNKaFS4MCvBv(pdGaXRA&|pxL zr7hsdya+=hLbgabh0Xsshc1VV`O&`_lA}cbB?g zmG&2GCebSR*S$lqCuW4uRMFDn!6{hF-@nR#8Ut`5%Ya#*k_Pej2`6}J(X%xsP$F-Yyv1bewvnESJ1T!^UwoD()fhCfBy7VZszU$Q_zhivm(4N0FlD1y}@mX;N{~7oWHm}IwT$t96W$W)Y9dliytN2fw~Lw zg-nUh5TKA64etyaFwz}A#}9}EvG)ywfk~4!HPZPi$<+p?4|kpog6a?$Ml?7?P_A7? z4jX}o@Xm2B4@oT_*~E=EdwRgu_}l?YgZfJ;*KXcgm_C{X;Q|_5d>7yzxnI;ZGzdi- z2>PH3G4off!w8so8xsW{;+|+31r8<59n;h#xM1vBzPKt)*1OyjEFhI5pe#?)!(j-i zMKO4J7#9zoQOE1KVw5E<42(Euhr#|xmjfJMs_0H~b%40)eI~{Y8#c7!RHZIG6Vrns zCBO3>F}&*I;OppOAr8NKTnQ=$XhB&p-a+jP%_kE;u(kwP6nt@$!rD{t^G0NC4j*2H zg9+Uf%&#^rkHbxI$vlI(W$qD6hpk(XA&K5s_jzNP^A<0on%i=lYNci6t$FOY3Yl%vf{1R%slR`P;ac@XOIZF|>X5@3#ujJlJ)tOQCH)VmTzFQv6| z%+#=UDG=ufUMFTaJQxE|u-laT)3eKiXsMN|n&tWz)y=a!mAkv|_7A^y+FAB;_?^JB zPkV8`x}Y+1fv_d!pydWkj72YDOph)r*hgwl<%a39?;3^^^g;$%dbt&v5!K(iX394B zQEv9Sm*XRO`h9b&K@Nk0)xT{X7Th4u)uY}J*|#w^{@pvJSOTe&H(A%OPU>;K{n)gc zUpQ-Ry@Q{ha7Tcr*W$(~+S|izHzc*%v=1FlRo$~jvuy;HeyFmU`|4l2@%;V})mYi1 zmBBtJ0fgW;gCoIELdKnVN~l&8A}3&;(&pAtQ?sYaQ@`j#>&sz+JC0+q8u4=`LO8UZ zFLnEehpWJCB5?*~7UOs(o8%i9JC`nx^&+1Miy37XZ21tGT2ici=+S@nk0t&6aXRHT zz=HjNHbu=@^)(QLU-A=UNTqEDHmw+J=!1-!?#KZ%cN0z`Kk!qv5 z?7$cy9ya4|=B=^*$>!WK3zA?)T0(J-FFY-Fs=m>=b~jlSH^TGZtK!Czfh1F&MfZbO zXoNrD6xBNM^QR%EL$9XVFDaTeJX}*F)YEe@AYq;RXt8rP+s;TG`Ixvbx5Se}x(XHb zHn{WI^7eV=ir=feJu)?Bod?H|gMY*cX@WRqnLa4B0w{EnDG@6y`WJqTi{^ zG+J?a#JkOW#$fuze{oH|#H8^`AjyJZV2lxXI`nL)?tfw}Wm~6I9ikG#Y!1Zqdrd(5 z%<@|c`>e)p5;ze7n`ODWlq_t=?C`ETL5C#59z^}^`}Ov);>wbhVY=wSR^c6KNA}=K zwYbfH&sLYP8#`Oqk^tN#Mf@xb)w>##P(=_|e=M_VEIqeT1lw08H|tEUk83w7u7ADu zhAiVV>fSy*-y3QwJaryj&F)1-eS<^y{278+IhWJvc~Sr}&@DiAc2^>>hXKygakzrANbR9QxJ|Xp9CFBasr8E2kg%BC zivg>L@Kk{P>i@9E=MOqlp7|iGsAxGi|K*WCq83UYIfL;B@`BJK&>~yefEKI$pw@OSy72#? zsDGXFyve!-$ebxG5hXIFr>FA-Wk9;)#|eoKB~vj_5tDn8m^EwL?GAFHl zI0bdvWb$`U?v6D5=a1K>%gUL4>^M8Ucn^@Poe+nsI|1DQHDC=zwb?b|(___e@`>gS zVqU{QhkE-F&vMKewg1P~cI;ytvPOSzuU*;jKWb`qFLqwF({&dCUj^u@-j6)X=A9~P z0JXk-e8K{T$ZA8V^ia;At-SEs69;MFWFFos<#99tFc}=i2%!3f%@O<)84)3Hs*h&; zZ1)=V?%FfI8gd%A45+*g+#&KNJx|B5!GL`W_g4M8buns{EWV)6DFt2C^0NhyLs zat<(Bm`)hw5f^>LCrnMy>M0W&WrQZoAamRU}!}-d5^e zyx6gHZAN5@PDbTO4S&)nkrUbW+|Ii-g`n$-Lj{7cMMC_qUu`!mmIx5N%%&Yhk6M?u ziIgNM(GF*AlhO=?RsQ*>kBnzQr~6OC3C0js6NZ9>K?*AzW?0fhpbFCq-J_Sg7kM*# ze&kzU-&?R>)sRbw78De9V)}ualEe(~AC^s~u!4}R_ZI$aw}_^c^LHUW`F9X3hET%v zW6EWW94mSWi@?b?Idt5W-QC@#T${LHNfX{&D_XVNHpI*N>d)wr?wOeI(ZrM#IY2M_ z=Dee(xNbk#gMDQH^6c^A^trUrJdy>Iu#8F2h$m4a;IE3qOFFio3i(r~PNk{^jy=(S z&P|{e9M*TazzO5fkpU^*O3YnR-~z?EQ`e3G<^kt%eUzIHM~U-+cr13?U}W)`-Fb@0 z=14Xqc97S*HmZR_=2BE-M$2?DW&>MK;caUD5SgJY|$?~QF!EJJ($ zZ%?XQiJuC*WFHKO&2xu$>1Oi*smK}EB9vCb;7_|i%K0!=T382+rTPITj&UtJ*v8m-?6N8)S#aljQT~6LRQs{vO`-iQ&;#lk;j@`hT!7+~nlfePCo&n&fdwh~r#T zy3+0$Brx!$^g4eXC9@K+zOgW^(a0lWr`iTqMi`49!MazAl^uM^h%eD~?2FGYk%$w1 z0M z#l-Rsz88$hZeu&uw^t@a^?t?&S1s+>u9Ens%Rj9Tto8U_D0C$3j!9kzx(ZeOtKOLE zIKcaQtsS~qhxV3d7`8!4fy(?iek3*)KB1*t{yiC{UlUcIo!LVyhM7A=Ns~-4k{~-}5{ylq$r1}?ro`m$77XVK5U%Q?5T|>^H za-QZG|0l2>`2?(SQ87E^b3KPY3u7?};Nig9`d|xTX98Z0hEoE06~FY0z2XUshAy+Y zx8oJ+H-cXR{A(<5Fb~%Kxr;NlPCca}@KM{1579qczJ@7u`N_TUl}Rk!H_UXxrY$F{ z@k?MP?f&Lxx?Hymq` zC+z`_TZ~J*OyyDr-MXrpogH(R@;dPU0~0#{;GXm!w{THRyq(Aghn;Fsuka zuXya3u=|u1zGFFl2-$#xQd()`Mbq7+OubqL@v^zH%{K$G`UcG&#M>CT&EIwXLp`0h zzx2(1!zKNISKp)s%}-iQcJpL^r*koDi1_VG7shIu(IDFH&k zP&%WeztMKpj4XxO^g#FVa?12GdjO@|9cLPA&GNyEl#-r02;&u?Gc4@vF^1_7QP?fe zkZv56*6Ce@KoO?8{q#~~{8>ex`Id|`&p6057M8w;Q*-RvdTu4o ziAq6-locti1+eW2+q9>xb7`rn6$#IL;!FAaR%JWGp|XifKpXQTJ1 z!ZV2AgfE;cPSb|zP%jMeZhn6+k|l&7&4w@2R;I#Du@&mRc(LB9VDjP(gChk($SR{o|#bAHUNiD39La z3HP?{ep82+&<2-oII5T<_c8Y4IepsdpQu6CyJLALRV8z-NuaI;JdvhLL3Y)Cid0-rnouEHgk2qj9F>^)MfEM z+jWxTsE3~86np;=F?7->wNl*R++WFn8E~H)DGUHoeqcdn9|)hS3l zhayf?DZ}h>t3ct6C_K4KbWXB#7P`QB4N=lcApkRSb2axiR8Qiv@VBM_9aw*Y&zXrVx8xJwO8oa zD={w0cb(WN8hb11yxUC_Ne>;}!v8r1QeCwq;?psHrex4{+)1xUxZfy*dw!NC@ma5g zs8`Qj3?Dr?aQn^Br;lRXDjxQ}Q(2Tg8zwbnG}Z^mytzWY9@Z}r>(}aup@u{a)H7Q9 z50HnmUb$%K-83CNJ!ucI_dA@p<+4p(^Ca#G4wG~+iaHS> zn7;?A%aEwYg@!;@O9s4&&BUK7+AeU%r)^I5D2=P_w%gGE;liu8ySc@vq!JD7{hxN- z?_ISE<>rRFd&e-hAZQbr0VpS6r|&V0tf7Ub0RdXIVw9X7g|$ujw&1?k5$zQ&`6^Cp zWv44%-(-C0HWN(`8$A_06$MI*kM+>(hFuvzBTfcGs0Wx?SbU(Q2OC@(B|nYvtz*f7 zRH3`Si{7pGtoqp4P{P(HU0=54VlnOHoVWA(mO=hCtOA-hQ1S6`pj{*&X}=rm$L9tH zp36jc1^r!hwA2`1JVf^aoS&(vDEBT^+Ny^mX)pX-!1svOa7{ zDd%k|CYd!LE%nnQ2kJ|)t#0};dqWfg{w=Y1g<3_EC=r4tQU z8zMwlEYUHV5GzkKRlBg1Jt(K2KRB785p0j;cM$uS?-KM{#daJpkEmo?p`pD%<; zGg&FjU&KKfkUw5cFv1Cqv5J9;f)H-d@IQiZM6h1aGplV> z;cU9gJvFvlOkPKLxr?~eFJF(}TGlPKA@o@zHwVMD4U=1Cb;Fj(gT>+s_y-uHz9HsI zotQaYpMX-3z#$|B3jqa`1@L&6;~SYP2Po0ny7u;9@PtZztDOz^t*vs4_faRH)J!>i zeT|(bBX)V;e@lR7I$~)~o)m^&61Rw8mYh|xf9Ra?w-YB?_YG0S87=e%Auay07x_@1 zC-i#Z{fQ@!o%jU(n@{o)ZRGGj*LtmMpdhe&D2JgakV3HgPJE&<=5m*!y zC1kaW0Zou4gfFbxnkr%*%I#tD6*jfw+0;>doK~@1N7swz&T0R*(O;f%ApWR`ANbD5 zsk5p`&R1_+y-g2EpV!@Nu1%K}2XE^Ofa7BL@*#Uf$XO6ulJPkf+ix}{nq*$yCl&a1 z#A7k5Y7-f`p}dj%eecVcr8iHUAyhwp9!@$68?=)SuO<;0izl}Ha08?fEpEq){kbKN zMJ8!zi|!^_*vbXf)!(kTerJF5M0Y&3vtZduYW-sS#wFx!V~^V7Pb|`tXY%;EQC#(h zY@LG(1Lydfsfmd)(AV&KTv~1&+m1=p156_c1q#mpHKZ!X;sZOpVw_aF#2;6CmUbb~ z^vk9l$i|BMXP zY?3gXwi2JA(Bb+qu!?8N1l8=RF)Fi#vnox#{{A^20}@U*W`*Kje_c9t(9n{VDJ-?W z{``R$Z>Lpj=5=h;`+(2_E&;LndY33yyr+3t%D8^By=yOzMuIfHCY$Bx2Q@@E*~k9;G;oyBn5X7aamV}<8WCk=*tp&IS*TDWD97eo&bK7FMDD6 zt%esAys|y<_{6qVh$85McSuTdV7};o{s-EuUvnJbB1qeZ;J>QdhLbsiy*IPSfCY{t zn>CvhQ3|>nz?K$qQc5lOYE#RLdsL}O<(r@OFx{e(zd0w6kZdXo zV<%GtLSnLkI+UPcVhm+V!@2wC(Q@Mr^p#;|36}kCqZ=3owV& z%jT7pLiF{9c^xd@-bP76{z+^m5gf{_^Gt-;h@cp-1Fv>QYw_MKw<`1F*TTM%2&(NS z#NZ_c+UpFwZ~8I_gAgT5{?wK**7X>dx5ScF0RL&9WArd+#W5lU`^`=C7@@`>#w>?t z`Qksx)RY&dLipC9_hySDfhXaCsOySB=SYw&pPe$|T8*U=Vpm)95WsOQ#0(u)V zV$y_Z^0oX2Z=nMtSs#<8J|G-}ptjhV;B%37e-i~!1%c1Qjascl3CV+C(w=iKn)87# z9e^l;@WeKoMJeClzJ|n?b=ojbfX@1;>tcy|Izf`BI7yS zBNh&h??Tq#()=0g5G!@W4M8Jx9IprJewDE+E76ffC4!53np6ewl3-?MpWpfAwQ}EMIWqy17n>Qwh`Y8%XcVRlJ(q|UctzicrmJ1>AkQZt2DB&l$My~uvljG zS&AAR$@sCfP(#ByTGfNy3C;))C98uJS8c{(}}^~_N75Q15T8r*02DBQrR z<=VtZCcn^R0)afqVR~0~t#6kx8tBhk-zX^rZ`?1&GUh?o-0__LZlI(D(-#hkfYpMy-F?hib?aVAM{SO4i|GyBF(e9v=&OJTOSu*t2R8j`5GUiq}{c|?goZn7- z-EnDRV!{Nsh$(mvHm+;P&hnA}L5u#W;mvXo@7wV0fvs&Zs5t8}H^%rU-)(X?ZWIr^ zdj=X36A>Ak!FTYl>*4Fy>^-c&H`rO|7&OxITnk)y|9*^n`%v+iqZLO!75KtfoW5(< z=%#oxYVo}sohG6jI-j~j|M_w<^G8kVRbCr$gM-KKw;CTA(=HX!e$T(}TSA=~z=K8N zUk=fWR4`!xpn7orIIpH;xTyt!?jkEo3-2m zaZgg5f%qHZoRQ3n%;GTl{WO^tp&jR1EY64i5fwD`H6X3X&ZNS}#(0VGVO~;otq*$< zo+`tr*@PHZh8bXtq~pc2{L3V{s<&LtxeZ|Xuv0;JAX{J5fzj%aNBr2l?N zuIWQ@B)NTXE4`C6e_v+GS%^)aMgC`-hSJX z!3~kuA~|jdmcc(kx676z(fn%r?Y{A2dXEpf^{qc~S%Q7aQXUc#LW%&v3_r&x zufuUM4LOBoxFOLTY{li^V1n6A1149b(4iBl(OJp8D3A}Bly>Jwy%{=mN;ttmw)!j8 z>7pZLt55v2YuT~KatH@Am`f@Wf6yND4%514NEaADJh?+CkISKIpfz^s4(rGR&_ zJ>ej`N7)VhC*i)nzGTiy`X6kB;j9G3KLX@o;${Z;<`>&7DoO2n-{Ib^-!7j&ZdbPP zQC3)`mCNTJl#^es=~w7SKTLUv3RVPWMo3fKY$Gsw1@nvyO7JvN(PTYIB>R2wQM+w* zdktZ^O4YsT=zq88h{)p3wM952^v_W8l3tqq{;;RiD2)bSh#$6c%SV4 zL`O}`q2Jx!#wqiCCawpT34UNL5+916AW--9_O7>)#&{j!0u!6W@(v^0tEEY(TZ1_z z!lASibS!4a_1Ihpzy=agA__y)s4-GS#v`O<-~u1Rb}8G9(F2cT^kRxsdL*|lK6hiU z$|dSE9ShN&&lp3aJ`4KPR+{D5fuu|5N2rJ3MlAs_;0jv@{vrSE5%kpkw3HwwG}#%h zoO^+X7aazO!qf7J84`Cz)WUPE66FK;W&OhpLzxy}Rk9%U8CQL9T zOe4PA+`j%q0wuqRn9Ua=a>HohP-!%_29iZT=;809*|WTTu08v|drjpTcAin5(Z6io zXS}A4*=d)jz@_XU zbN82Wg3F?D-#Mx3Zi2oKOKXrZPc*|_xT^DXpLbFeli2H^;K z@(AxF(`+dc%R|#jNOPFhN*>bOyjcqYyS#vKvEWIX|GdsjU#el9Cxh#P$;CIquF7YNKC6+Rx73#b`Yd7{J40@57G~*v?K6KqFK|BE*)01ez!N%3CyuI6(OdN;-cE0ho zQbW?Qkj@^LvLXm87pTxUkcGB(Ewrq=N{|9r#N_Y{$hJx_Y%gAN*_i@J!1MxK=*@xl z5oCyU&(I9#0?vRITHUAG&&S&bn!+%2xN?uHC)2`KL*0Zm_8yhiz*qfz*Dtfi;}Z9s zG#*b=4QT%Gt{nhrnTYTwhFNB(m$pJDm5hf=nr*y@2$a01YEO_(R)Nn%>F&@w^n+B3 zGF}$Adi31VtwvTbzC(W64XkenG@epJq4JFkJX1OkQ2dS<;n17z27S~JH4#jQSg!$M z{RKUVWboxrPw(#0Qi%d?VR!c6yPAFHMQ!?aH1GU9TG;OqHcEMaam$JM(?8$GOWyqF z9_AID6wYkO4F3NqghAgzC$Aq7xAIh}!gotC;*^)+O%pc88UQ>hO|O98{YG9}ou%lH zC}Ia+M9iNOn*{!me85G`8-5p(IAK({Zx-h+rJuRf=?Ies(0!f&z2h*8atrUOoso0c z6WWFX?$8&kKK$RD^>nqPMKns-{ zNQM830GT8bV>kR2$T0zH`_H7^#lT*w%klQf9ceLHEMc22y?StDV;TEgbW4v-XHfO+ zck@gY7k#>U9``UEli5}O7^Hc^;zcP2@Ms@#(gLp%GOAvoMbP&z00JkTtSC7nQR<$+ zpklN6zv({f;XnU^7oMJ;5z;@3voHn`h>XB7K8r6yOh}2NH>x(NU`$e(NCW_d1-O}` z#6>gC^(Gf)ub()>MLVAt^NRu)no9xulgly+TbnQbRXxsfD=*5%2X)CEi&fum-RaeN zc7}L8A%BpP24De=G2*i-1Uldp(^L{#>Xom|IGd+!_O3(%|2w!!2(T3kiu-_GC?`Y# z6?ZX+642VYqZy7zcI*fz$kAn}$|1~lWa}RstUyP{CTgYQEk_|zh$})9NHv|)I!dq0 zsWj^?!P4z&_|lMmE~c)HUrYM;o#sroqMLVfkHzg<+WkX%X&^auzn~MEXqW<&;ENKI zFo2 zIxh#k4UtrU!N*mJqXE%L9ojE}vo9V8iCno=eviG|B&#iEvu)(JE>7uzTa5lb-DTr# zw*Aueh25Q5?!S{?QX1&B+gC&E#qnzgXlrF9}~NxD_5?B525M)j*aEJUwk7T zPy}<1+Pw@Sr(Z;+gf5`%n@gT`7aIy>><5Xa%dy`VTUU=^Zv<=6_)p4Ir)P6EWdlF= ztW?^ZTgTSgwj~5T-#0c>+U~7qTD2S*U-C_>-F}gW&7NSQM5e4cjHp0lQ#dX!F13WL zp`^{{IlA)k=_<>g&Wf?te&RYw(&;%Hh*BVZNCmIa@=nai-@F(*V_xHQAg`uHEc8Wk zx4JGEDz{3{B|O%Ds2lTa56jV~_RSaH*3^|ZzfnXw#88$#6{i~xlYoTA#W|lN{eo!l z2t5&KBg{Fva=9z-BR_DFY9}t1Hz5|2JtaT|=?){;M`O_eQn_k>tv-KlOqPIhh0j^* z;h$$`Io2-FJH<|v7{A0><=*)Bo7uq+pUn81j4PV0=A84qQ}&=J$5Xe(xd89+wxKiz z0_d>)aZM?DV6}})N0`8P7Lb{}uV7!M-3Pprd2(JHBW%^*Ta0nof4%tv=sdgO`DO6c zvir~;hmRnqft2yNx9r3<;-HV7fpD@=_Fr0xX|?t|$_dEPK=lM7IH^Cs!pC z#I?lO35o}}!W>2kbS{plRPZlx-Fsi@03@ugr-Omx4W;ky0vX3+ zz&!b=uC<(-6vDTiHuzMeEv+;j=dO7_739ruD@blV(3z{oiH9L;t+AaRKPNjsDniA? zJ!-3dMv!CGsome}{#buv%NA!A(_7mRojY;Ql1sL-rk=lG_}W<+q@dd>iUWV%o8@F( zUGhS(DU*9yI{`htE4mE!@7|T8w<{nJ@^d1{$s(?>m z8@q@1FOaL6(zN%3b$OSn?IHH+x;JGm%4Sn~sX2|P4PS4glV5nVob&n%*Y2psUx}S% z6!_+5AVqW0NYeKjp2v!Q(N>U0R50#X?)@^YR z?aXEwX2*fK?*GHqcgJJhzkMsK%(O^WB9+Q4n-oQfN@+>WY z3WW+~3&|cCSpYyN#{=HsT=jr?XjN^E(Bk95}j_C(W?=9=HcKopC@sh)7 zv>8(J!>ZL@xEY4vDCghuRaf|MqK+H{WEudFe z!SkpafXvPZs)?~`IrL%&yL#;;Q`gwJGMK#P=Q@+aD9*l&f4xW3ZVgsA2v5OUh#SfT z+YnIHedwxDeZZBHl~2Ys6FU<*D3EXV>-fBMlQ;NgJaH$T`i3i;2=ai=W!Jb$;pRa| z(iVsVwe}}87^Lm~^bzc>ubXtBSXkcpI#LEc>rELgOa`HbbF2s_A#pXr^BW+M1CvPH zbx%~D$p|SSHZVM2kXA1QkIoZ;p!9T;o}+k|#jiNJ#iYc?OgO1#1HE`M-%J-AUH zyRr3z-rNZgpxzmsvOAoX#MiR^8eN(woA5!S4Jm9S35EQvC^2x3sXn+M%!VOri3CU? zpHmU!{|e^E^{%$5#NR>2_UCRiMmYHlQTU>U3;|^f^3V1cmMCD-LC%xB5hWelDN$Ud zndDW}7O>&z?XvcJS1p>%U|!wIk-eJw`X-Q1$ITQ#^s4g;-{JpjOb)83E=*ycW_beH~K$Pu!bfapA_0-r!B#xFs z08OeiA{!#Ys}5~2>NX-P)LKaddNZ?J= zZ)~4rAerA@Uku+D8mp;APc_4FMmS?4Zbb6&I_HP(H!KyS-tRalB$x@YDv@YIHEQ1Y z_U_N0KQoe{`;ytlK>@(*5}=oivqaDQDPdj%2M|)!v(X|w?()juwCmTdwY0ZW?nclb zupo_gKPA4$(hwk!-H9!wZa~Ty3^wSl~hLk^o4xQy*Rq-2d z9{qrwek$$!8lWnKq#d$bD@kS%AwFaslI+5D)s(@mlaJ%-t(dB#a^o^UIRf-RgpC+H zYc{0d6~ImE&>eeUI5fp!q^YM%cRbE&P{#XBkL(W1b@^Mfi%U+NPd@+QGVj*`j08}U zY0e)V6Wkjc-IVY_>NY)QDnPqVF5uGAQrco9ZxeI~qIe}VEL)C5U!zZ1IB

?3tj znbi)RtWtbs2#ne_9*O|Gz^m|)3{+$_pa_V3vtpTy0y%H{C+gNy_m|ju&}JNI6|hOK^ha_Pi7c>%p9GLyTi?rk|HX56UUkP;FbVh#$rk|y z$tYZhAT~$##=tFD;aN@Y1=RIf**TdPwAbWr;yRPC2FGsf^s={B;TuvZlj=Cqcc=U- ztkXt#ZsO*`I2$JWEFij&hcN>qYdZ^GpahZeSmnel34v?tvjuJdj@cy{*ww9=*y|_j zI9!<7+1i>12OnYCq3bVwt4#TvI$)cpQ20BK%1U3FePYM@mblpG(;ti)U8O55EYadu z6P+gq(VgQG6U_~ij62C;H^_c{71OJ2?IQZ75BqBuMi#_^Plgm^0GzPyuEva3S?!3Zh2NtxY}A+A=j*NV_7dj0 z%#P>I4WUQ@Vqk~U=OF%?RfUdMu86{xC0;5Vnc>Q0=SD}H>lu<+**<)a97N=F7p&r! zo99H83i+ycPtG~M2^|y{kWEz(O#0r(ftgRh6;d3A^s(#5-$?;KBN_5g))Z2&Td3!~ zW!Z^5lXdm2g5vl zrKEK9M!?o!@wmr6N-3{V?+ydR6otyUzv<9KXI7bE8+thm^4-9ga!>#z%GCPai0-WV zA-Rsz#cLT3OuBEFWFGU(x2Q6++a1jqT(OVx`JbsH5N)K?ek>*76nLZDY-G9?`R=A{ z8C(OG6pa@SMBXh2Wyl|X2nFyUrX)ixYY6#%Cgi){hF>+!tt{(6^>wN<}0$za_UTdFglzRAk_Y zx8T}i&yJO?FG4qeTFcwZ-a%F)l+h~C|!Rb?W<_r6G{;ltDpOE z0VF)UJbwXXGyHD8+Q5IbckHhK4f=++1+3ol;^O?~^kv!82Ta~aE8==V4P=a$kcC5s z1WPX0#{xw7=loYvpc=c0Uj;RrUNW)qd)TT@v zF4*IMOHCSn$33{>LnJs6M2?F&5Qp$)o}SHo?K7`g$8ojgsTGfz`gO{nav|shP#3La zWBV!Ii5Fy?e{DHYx$P+57Ma1q;3V$}#dnAms__GR3uX_`I9iPysICs3%$qC7AeS@z z-uTlI1IV~vfd)H?oJ?c{nt15~9;d|D*BuYONcA!xP>=&fdaaMhz$gGRxKCmfjm>(G zt^k4@u#Gyr$SfpV<#Kcn^ShTeCVrhUGgX|BP(osI(rrS&;mF&Kzu)ds72wJ616%G1MBLZB=B9T2LaPIxym@e~ zBvPh`6CU6UmIc-GF9*Qll99;3l|=zMt6nc(6^GjMQ~`n8j&?K`XQRh6B<1z_FIyQ? z4^Tp9{GA#C>9RvNZ!~Rb3ZZ@?5PJE^G8U27d3{ znji4A>(VZ;?h5a7zhu)@SwT)v(6_`cfw5UTO6Lt{SR^y^zZ`in-Y3LW0#L4#!%GAU zgQ`R{0x1>*LP5u-CML^OL<(UhxP-C z8vHckgeiMyHd)6nqmqh0_H-r0T#p{{z^6$44i%0DLLwo7E{rH_7ls0w6n|JrhA7<| zvK()dn;jI4q~8omR%EADo~EWexSDDQIWWIyR<@Vx93D|N{S^4fJ1c9KOiL8k>_r!(R%{MDhrnof+YQbunvad0e;{r941_;?@Xg`b{FE6@MIBHnGh3 zPyVkZs1I*{6B;1gg_+5_E!2u(7kBJkT06x~c6YrQ%5PtyZX9_f3Uho)6 zm0iNXiT2;S9T0atiAl_DMFg$FBcl}7%cr7{pZu|kATP=Kp;HXzEUGyKKSAOe3B2uZ z$`03^#vd|`YOL%}_Eya|YiOM0y_&oBj$Vw@tCI3*pDm<_A6lAW5}5g*!D~)4Q>(~S zoMMGp@=BK54(-iOi(uL%jb;Tp(z5|*B?K@42BKHa+BgodzXY;@b}I|KBvRcFOSovKNzpvHRVGyXv#ddP$#H{4Rjdi*O(uucG2Dr1rB)H6f`_QiaFB5i-M4%Xwj6V z3ifTKUmEf+K^MdrFSZb9(&%WrPePuB;p9tr2&WRhYkU2LZBQ`uUqXjm8ZMDoa}pIP znO)rEHs?YCl$_`zmoRj)60L7IAw{r=EV<+n9MDxI!|< z`32z0{_zG|rw!O4m}9XuVhf!BOWEm^QpK8eHL!+#e5#pjqVEQIB{UQYr$$hMRzT*{ zmSge#bsuFHu+|;@BfuTuDOF18-@+RTLfr&_35m%jb>TL4HvfI-h>L*MPokJlRj+zy z?76C^wdeKVtp-}%j!IscXoh~JlXf*# z`94Zq(gNLF3BvFU;UyMAgmxuAtSCqbtrZ|I>2I@32 zHmyu&BZhwY7Ofn=3}ZW&WE{wmjLggu7fv>|klraDl}=*vuL3BF81Xi%Y4E|ot2dTM z%G|Gxt@*h3=P{$3H#`;IbuqTYaap;h7YJvTd0u~gPu%x`dTxl~w3$$kt?K?mKHMFx zZs@+$2DB==ol~pc0q|?lRPD5e=K~R4>Bg0|P%&c1=t4qsl1DN%S^k0-9{&04A@v z7yFh-q$4?Lj->0=Zkxzpf8o4phsRxC?7bK5QS`yb;PFjoNLM&t_e16Z+p4k3*ntjOrRK+s>wk2gjkmarT(I2bDib zPbPW#gapOmX$XoA77t8bU_KGEW3h`idRn3=J&J0CBr;IkKtc$F$z10nfxs2Hpw)B; z_GN~RpapA?Vj9z5%5p4`@1D{oq@8iA*9q!}9wb8GKjFo@^LA->A~!Y`T~AhrOBZ+D zh*a-G+9Q?gN88Ra{K{RPrb81L;qa~3;mypX${`ReK>H8F}Q_=>?p{nhZsW@CP$0it$Dr``>h>RC+c%kJGCau=**Gv=8DpBcaM1 zeW9b-XDzo*PJj2>6dSfWuCT!Eane?^O~FgzFVh zdL98gNC6B?vLFNXel_A-UR)Aa`^mjRcvZklnqKvSv2R>m^ap8Qe|u)2U;yYs{)zqb zwFAo@HMts{yu6vgw_;LS_2SXqXI^t69k(<3TiY8;%Gqh8N|wsbFWQoxJnzi*JJ)c?-UI!t$^SxYzgoO zOVp3E1pUB4M>J{}vS|aPg~D~BmA1*Doe{^z9iAprapT!&_eQ2TSNBM<)&b6&H!NO# z?ZoeAs^j*xZ`4l}gL=G!zSB=;&(9_ccNpk6*D_Zd+-{2@9Uoa8=%B%aQ)V_g>iytK ztye?k>A($mNUJ~IA7Q2Lc5rOqqIY8b&AtbeL z6W_mrGFJ{6#@>GkPdvD*G25xOl^ups*?3(FD10zUVl8M5=HuJSt)dHB-`OWQ?P^dn z^t$6E@!6I7Ok+-#XrBgeFSCVh)&h6Op2)0tde;_pMh&^&cWUz85heoYRCZ>x<`w89 zosS#~#~e$U4FH*?)=_rm5DWV<3_y-EVYp(9h*s~_bu_N$qwGf+m#AsGfXM4>-nqo zFV_X~WRGphXa*QhrUfC>fkZeyf}YQ-5{67fVH9DvPJk0<6QtD$Ht ziyaVPJ5@-;5%&8=afAnd2_!)ekks$!??J>A2~nd!+|>&E8Gxv8Vo0b~+#47;Vl{`S zIm@4>OU@FKIFDE;VK&kJ?*pnfecKjQLrQk%Is~B+2f431o1W+im+t*=5Q3CAiXU|P zU2f1sISmZ44N93Gcxi!|Ip+1EFlSyR31B2u1LILh#Xj%!nU^5rF|*=LuX>J_G%Jyr zQ<@A8UKI(E?0Z}gkqH}kyK7+>Rs^~sWm7omI733{u&N1E_PFXNp6t8-30OODnu;&m zI^pSgZWRt4V2o%f{=7T$XKHQPijoy)v#;F6*)s&SXfkn)G6o>xuNaAxKa-L^!|4wT zS-a1%MF@kBG2ZGH69#JY_ozGqPhyZ-Bu_OmJnWP1+cI1H1Wk4ne)F{(#qzy$%a%Fl zwvteP>xXj47e#j$JhC$ARYzZ61q#Cst8E`vGc4j9%j4V*$-Z`84`7|2{T-#Hqa!XH7WFN4u-L-ERpgHO#JlJv)8AX_dJQEO0g+={ z!)C*loO!9Gg>Qzg4H1@`U`Rh3t?UU>`xA2Oh({NqJM9o+x+9+$)^FCg%CaHNb4I04 zF^xnkB5+2TChaE&5jLK2pu`C!(R*YPy>8x8;{AX?p&R9W=k~P}C!Cfqh+ zvLa0*kX%UwC?uO7L31iviJX5oz4NFc&+QACF^@9=JS&s8-2J!M@&u(AYD23M(ZT?uh@T)8Jfv!txuQ(;OUCWE)cQ{UcE5gO^byt>xS-Bx2<5Se!e2y{T?@|q*qdoOb;GuIq7D|F;2W~nd$L%c1Rr7RwaXk)4-DRcQi_Z& zUm}c(1KsA-JE`26vGuT6wslr0alK-hqWJ~FO8f119zH(41c|-#l#77uKHSDBC$|xm zKX407-dt(lh!kNG*4fXSH%tg!qXmZnPbg1j$XP7Q^hbEERVF+s4Fqv(*7c0e#s{|DkiX& zpa08Fi-r&!!M71L<%|Bkm{Zj@Fi-ap3SW$-r-#2+{QXg-{^WXdV!9=qB7hY>wm=`B zHdK~f2w4TO^jfPg6UZ+757P<#u+8lje4v^B}|M7oG`- zyGS7czfj@t9pw5)S}T&g`MllQZVJ@F$VUX|>Y|IwTXkihWT^+?Pq6ovEnl8@KJ6%C zwqc*wK*>e)Ft#-KhfB_L15TO9k00NHk4hT?Rk%|mM zl&E)T{$2XUk2z^i9YzsP9G2D6j4YFZkgW_8uQk@aq`z5JG&RY_#_F)qGv1+}npfrz zuDK-}4nAYz6=1sR5eSxnw_5+u(JBgkCoU*u%&I>^_ZS8h;0QVR@ueWzZ<|g-(@L1a z`A^Vl($1=|gM?jy;@Gh9?PYZXfZIhVO3Z+Cbjny1vr~HA&#w%%n#>rHOgBILTtNIM z?Hevvli-DGuuO(Yw&ICbPHh1hVT7yJ7^sUj^!n~Yc=|@Tgb9oBUxB0bX#N|+fTQEe zyCjXXB~T222kOVCc4GAc4^hFIC+FnzwHmn;)~75M_5yEkTD(+BjMUEk_g?g4s;VBA7RBmqCvTzJt;Su8 z+OJwNb+w%s73dE)XG#(K$dWbjY~Ken-q+~b989y-;-WJuZQJctM7hwM{?yJs>C;?$ zK22X#N`BT96aduKMVVhQ-1dRX*eMbtNXNP(qHS{Fwn4tneLC9U&SR3d%KPyrQ_<3r zgm^E=zPaO&p+E?B5K6%t_cO7YguLJJka&0=`o1%^=IYX9o^HA^eDR&Bt?GH43?cuY z#_Y+_BLk~50}*2n7aDIV(6Ui7dDl?J@I`%k8vgY$ zbuY2O7GU_`E35e=N5Hqw&kvfkY|LeNDWwWU?m$K6^1X(Es(N4wpRl_6|+{`2FAq`VkX41>23@D1X1fNw=I0iC%-R)FrBxW(yH4;m4IhPG~U zd4pt^c=@jf^qMoZQ5M{#trL2aKkx28nIzN7-j%5QX)eyQcWR0qbIltBcsKXntBGE6 zwaC~6Yxg~Cd1$l@Gf>J8DBeTlU8HH5xtw*KagF^1V}|nmc-6cy8$YXhJE7~if)Rd& zyN0A%B2P!spTG(v_^P(H_IiD6N@+NfEqW(8@`Yp=Gfh7hoLK92Z(n-LOxEx2-Wb!Q zO~U1RRV}Xcb`Kw0Jk4UV=R!VB`zuqcK>Qw*MCf<#nQ9;1e)jDhXtb`As08*CFf9^& zzSu|Ey%2aG{n50ze|ev(f@lviOo2NcmN4Q@AO4{lXC0cNYegW9bp+B#kAQJ+jUI44 z!I%Et#f&^v60-^o4zjB058na%A_1VA zGHQD6Nh1B6|0EC@w~8p4;EBc)uzj2O6SRjU8R7hwqn#CFwynjE;LVt}!Ch37wD)z2 zvqg8|rZd}n3oXz0_WHZ|7OhQ;Q`E0Kn~5kf-&$d*YJGm*;;@)W77;Dp?OG{s6#j6# z;R=ZcvW5r_p8nHt-?1SMhLA8Qjsl&T7jMd-SGvwtI8PedQOSdm;SAUb^AFxzGVX?Q zP4NuprCOucHO{}w5sF;PXjk`q$b3}gty1pCeP<%65Dn+9E$&T%y-NP+e+nlZvU9!5q&yLI@AV>-vsY~k8ExDn^ zx1ShzjY5`0-$W~~8aumqTe6hJ6YCsbC~*b=tx&?@GYRYr@+KkRH02Y@l$o5B=3dm1 ztK=AWTX@B6Q=m6$`P|nJ3H8cfP(x9od51IBR1e$oyZYGg+rMmedX3qnveVSJ)Df zJ*4oWqFps?PCcBCDe=UD3Nm6XGf-WWwg*3jOaj1C3lVmQi(we!psdJ&KLT56Xw3BD zuTc`E$4ZYY4{Ob=Z19l#m_Mc<=;*&BkaA8|rU&cww!K0qRw(*_Q zeY2Hce2?Vls*{?qv6X%y?x1zx%rza?*!DGyWO5<+76NVG^s{a1l>*35M1KGlr2H2b zJ4=~4gI#9hq$U>&E2#=gN@&SUWuJMuovIdrGl>fZeQEpIW`sK7tsHp#g3G^1zkQ#f z_#3&#cJ2WLuY2WqMLvAT*v0(IGIV(5kts&Hojo7kx2L09_@t-T()4}$9i;&bBlk=z zag>L=9ir+=X!Ot261CjbWTv^HDmu@t-rNrR6xCD)Clm3Zqt+l-EJ{E=>AB<*E~4Hb z@jpcKP&WP-M<`>!T`wM&?;aD2BVQC_MhWNQ)s7}qe{ObW-7m@Lo$h+h8AFmdwF}P* z2G#nqRQT5Hvf%{0kw0fGtx%_RRqAWNwzOTv=SOv|o|l9qPbSj#ZvyJf%%f^Kt>9e~ zU9yp!+`wg2#h(C{L>0jX@tfbi$WDR9q40;dtHv{VLf)I###4dh& zWjoXy^H}01=eq1+6_0k;VH@8Qvln&E-|6}O zpn8ySO4g!F@#x6qSS+JqSSa{1`a3&|Nkj_i7to@deHilhsE~fl1rx`-evPysxId)l zh2KbKjK+`NQMoM&3jf9Ivi7Ey+}aZ@xt4>8%Ncx6h;Pn6t|O5cm-5j3AF(|4xgw<;Rb+zKJo35EXS6Y4s(O`0CocqAz%AJrWk zBv<6RDON?RD$uC@-L9#`B$Yy9_lO@76d^}|lamt}GKYQQ6&@ar?P1yx^@&Q366D+> zCA|C!4S8`CMhtqRJ70FHYEoFxJg@oPXB1X762tx7fJ?ycT;5~EumL82`$`vsM~Ft4 zFzqB21qN&Yxz#B6sgkjl+JQU>z?c9MxC)LuRHEAV;F6sGsO%$+fZ-K1P|l-O`^lw~ zY0t_1Wdw#oF?bkJV)nN6&R(7yk}naGw%o^{n_Q2TeQTKd($S~!5^H_^BWgV-K40XA z#Z-iy<6~+)qxq{ZPrh8>UU4>q{ri4PwdCpS1~rGURXN=c*~zwqgzi+5?h>qXKMAmP zvIH&@%9+St(>-rz#;-CoMd7aUgcX<=@DOO#4+v{zU%8CwQ->hpI4Z|%(lsk19T2}; zeOxJ=Wv}^=Zc~7mTB1Ge_t$1Ge%JjH-&Jg(AN!K!;TdV0Z#sU>BU+mh337MSo2@Hz zWpDv*fM;W38Ll(Z1T{v83Fw*cW(}x}%2CzAChGRAV{viw28Tk&!5gZBQUTyB8>;ER z%zKc3VH!XwlNlZMW(HRiNyM@_E7PG&WhqOy=4D~e`QIT>v1c1o{=l| zt8kO@6I;)?{LgmTXDAIsT&E}a*3eVHT=GFMF>4Qm7NuxneLDWt-)o3l-;fT5CF1iW zY%gSdd~6@@ZC~H)Ji>_1AqG0>9c5cK_i9DE(7h z#O<@rmKVz|rbziY#vQtz@$s(D6){-x;vAdKtu{R!#e-zJl>Wi%8Ih|N@Gs(wygggN zN5+jIY zy?aM->Z>(6cwDOOFD|-U9`0}d?bxHeY0=E(GHJd`DL|v@fqjCLb|up2y+laU2KrtK zg&?u$m^^UAIVDX5M#nyoaTW6)2&udccLQc?A!0&onL6{=4h9JNW8jvLfc7^|)nc40 z>$~}w*H-o)KXwR(?izaLC^yNF9ti~CfK6Nz&#%``>->hoW$fd%?%+z-Pp->gS$D`n z!@k_uAh;hDT50ElD{kVX=2^aKQxc>o85bangcmp6@*E-~)!~NJhYrw0zm7zn49@DhAJ2}+SQVzxI9r)Jo{%S23S0$w82t&;8uBxf z;iB=a$?&}%b~vM8GlTr)A?MG9XZeJMZ{Y~`fQIYA_w-2a^gAdxkQmm*fRKLT&R_;JNAH;uXc=oyToO zXmoc;Hr>@tT|XgqLeu88^Zk_L>tl}ndAb$X5|o|8u!6$Yl%r%o534J_l}y(ty(?(I zk-o_Ez@tf2{oU1owa|KiRH*>Ggv8oIX;aO)&v7$L$_8xaEq*_FfkpLnV#<*0OogDC zL7it+OU5T%iI60%Zl9r>8;%K`+@PGpe8LP^Hw+o-;!og_CeR2de=d!WekpEy7FRr9 z4=J;&V*%I=Vp`K0?Aa3@|J9&gLUa!?%x3 z#3CND3MM7eu40&jcIcCZdI76|cMTI?#Z#+Wm(iQ}LrLialj>J9MG_;20KSJn?&Ynr z=eUGyKhC2DQxP?eLOVCB21@h8>D9vGOJf(tPT6fa8~Uv{H^K`MLyfhMX2WmE&24P> zxRc=a$P6OJZ<3b|82vKaI6O%ho{i{G7a)C&ds!V9-;omE#qOs8-Wd((dq@ryk@QoL zY?HKFol9)rVZWqJ==$jp1<6f!--#Py_XqeOvOAeH#Ze;E;Ce0EJ@Q^LWtNeS;?DMU zU3xl>2ENpn&rv2eFgps>PC^470u34LNIsckBm@N2kk=3@;XFgpH(TZYHW8})2)r;; zmtjf?AbLHNb&xxGemU=-sRO|;RDq!}XQ}7z)(!13e(bKTW1-C$=-MJp!}BJ09eYw$ z@q`RzxnR7ZtxkmZXlbCy?er)ujlt5O^305T0Hm?jNc(m5>Q$NY*(RU--WEGkQ7APE2C zFvx(0iZ}TDqU@IluICj|#CQ&zwQDqbT7?v_8a@#Js`9l#6cI&boK;dvW!kh;((6+8mE zBOvou0BF2KaB*eLjD5#V#9?VU!1r>hS%)S;zc~N)6N*2fT1VeIlsW3omOL7gVG~rK zelj}q{Q{yo2-gAfsuTJa^>!Go9I$*yP%eBBHhMSyRexI5r0Q?l)8n z0v8%-e~YRt-}wDR;rVnThuCyxb)(vMhk`7h=o=T*yXxqt^i79%JXrJ1vnu5Lo7h*- zxU}~4^dwmw1{6$2;sN#Ytbd`v`*;1M@XD=OiEqPv39sv(_zp1$#&CmP&(l>IdwYqJ z>*amL`ssQp7ygFs3Dh^$QKyf1=N!!5R5J8UAslT)CF{1+tHQE;Ta$MUu4vY{B8;F> z45eB>ei;HP;!pwhmmlKpv*4)1a}6Gz|NBO;r;lJ@5h8~v3UjjM5mqN{-#>krn$r8? zwXE5}BCpCaIEs7Tghjk@_IkQr!>a#VV@7hYW9ksV3R{PU_0V2q8Xu8tm<&={ok)ME z>AKDKYL`47gg4{R80t;^C_SBKiDMq%Fbp5$cj3~Q`7{^s_iyLBL{9kN4k#W$xq6{9 z+r%cu#y~b4(mjN+lYtWkl#LFW%zihwL(hKY=e|;GVrb=|&6hy^S%atXKVV`T+A){q zVhY!nb?skyq?$P_i!wGmX37Im>mA_S$%t}tZezytC-S(H0bTO}OW9GmD5M4^Dg$ek zM)uwUDQaGP5*@941LAt>IKQ}QMhGzsZ`G+E(TGr1==eD`g=!|#Rar7}(5z6>nGdNYnac9XViY+c@VRfVXNJ>;(^^k=gV@^ zpHtJ&Ag4iz%oW#PU+nDS5{d{Nuu$i(Z2NnJltrVzE=+~U25Jj3`+y^$_Stb?nBrsW zM3l$>ta~vvvNUMznUqfHKBHSP9_~xFDlGT++7tC2c@P<;fKbT4iNi--JOR8KDZCKy z81vKO?}35DVM6PX=+-=MmW?6Aqa{&4()IBp5~CbpP&?Y|KKgi6Y{KOj{jl+fck>6H zr_`QXHA;5L?Ks@px>AFZ9Ny@VtRy?TyUPv=Ws|ZmUR!F0b5TcedcBCH^w5kN7` z7bPS;WByYrhu3eY2gU>|QD8HN;fH(vu-A*4e&RvWG}okjKmgyBx@ZVMTGGC~X|27v zE=LyvV4{^KDM^rTlvt!gdB}PCm1z*qS4hE8dbeQcCOpMu=pWe)|1E-3?s@$`g)gzN zVpad&IHS>a^e-^f+{6o``~;CJFnVPWshWl}3%MPY}rPDM6AN_TYTHuh=tr5JUW$a zfFVSsP$rO(8ECH|sX_E24mEOf+`nJDu|eQ;k zR*R=yIOmP?7t7&wcR{|F{tpxq#mlfYIRumAOud3*DLlu_A)MYGrFCseX1K$1N2x!%w(mb&_Y&lbSBIjwP?%d(pcy|k!%a@r zJ2?o`BuP1t!XvyNg*+L_gDXDHW6{nCa$JUNfu(3*p-T}%0}C_558+Ng&h2>fC>L9b z9G&W|hYxu4v{q?7F_+A%tU0meR!w`5FHL{pr;1npvz-sOm}m6MCJo>IWa#i#2%IJk z5g=ogD399DS|a-cmj)T?vz6_?ztsrMP2lX?q|%N53%fGfmOJ}L5dY04Vc}1$4v;Q@ zE1hSS;cjBqwyb=usa9{*=5B4VsbDYnLBrzwnkSs3hPU3Ezf?Jbt}m*7?oraf-bR76 zx;{IMGRlKu6J%F>!Tg-2yIZk9S&?QG<2E-7-cvqYVj+eDKdwOo#k6QVkPl&pL0t&F zx~&=vMaf)JQK)iY;kf_fvdPSqt*X|{nxu&K6}jr(*>OjFwp}(!ThMgZQlBqsV{%7t z!*>pbkK~y`fkb<|ObL(}$J$H~3zev=2N4#GNK(d>zc@aNqa=9?!U&TmsYr-Ik?b{~ zAX9Du;1;(B3JjP&{Aqe2>jBM{qO1O6#o1XGbq<_rr|xpcRX%d0MN^{alEZ3XF_>h- zOcIwl5aH7Q_RD!Ai12YpDlavbUEAYHYj{)9!-}6f$~82+3YeCuEb_ zO=R;|jI2D*wyOK?;f(XWK}sEG;-15$FJ^+7%3$rc9~t>LNx3H)#{ZvMy3DZ1nBmyE+~g^)6GKeh z&vdOIejww(&`CjRrQQzEtbDMwzzng0H*D|Z{@Z;A5VJ{;#vx8An`@9w5C?LG*POku&lopaDD9CJ~`Hj*;;gTA=au^#3J(sQd2eX0g9Di9c@+`16Zj1FY#Ix?dCH+BnbLX>2S!Q}LlH z-ArntOVT`&qC`vPoUq0gQ&A2AivE#b*GGIKKzRbDz9A%m zMT>&C>PO(dQQK|)Fq8gopDsNgur2rrI;7pGTrli8yoJA2Lb?#0<2jVnoz*Iqcu&>b`+}Y}Nv)2nqhfUSGOD+!YiOVM8zi zt*iF7gsJG|3t0wU2Y&pHcD(N4oICEEv^FSX#p{D6WN`p>X}5RQ(X*2d|bS@f$PtL)II)Lw3H7J#_HfPf30RW=gnMMexT zn@F-wj#m69>r|l0j{BY6y*n#Xqh{ER-EGJNh$8)nR9uTnj2*GK2lStaUG76kQHG| z>9W7*p&lXc5(b2N7%HI^Yu0p#?*Ix6Jo8%e|C-ei5VRH*oHjtyVW=3YiEXhq^|-0hgU)PWCswt`BOhycL;=$J`p1mrSg{xGZYzttOT z4d$$k7kDkvbr1=3M#q)|558Kq9e;Ku?8nhWTb)^kH#ZYImThcwiw};n;Pif9Hpv5-eGKkUB1ULWyAof#ATQx*&i< z&J0di5)K%TL3c#5hg|*xV{$|joio|F9+ZzKH{qL=cm=3#DriUGu50h}t0$ z6(#aWb)U_$;EQoM=x4zNBKhk)$>Tyfww+r~@=cZFBMlc*DVhVjY|q-Le#Y=3E~j1* zgl#4|)Lz1jHgp1H;vpCyQ+A`jggI|;@;b?~ z#FIE;1OV|GMi!H_bY`w{96#1b%(meQ-1^`BvPDPMB_i^nHl7Iyt3}yFOpsn(KY>_m zozE-$(lJRmpz#N#svi!XD~RG=A~4s(I(&WY<0xlAm6B`*gmvbtC8Je-r3j3t;D2VxmBXDlH109p*Jche474ljzI|4gJR$PK2B>p8t` zEwG$&^w8}u&%z#!ybmxLI8m0u8jOPAjq{`^1acRDIo}RNWM?KBA52~x1rd07B{s|y9esgErwtpL1RG?2%Wj_rQ2OMq7AhL)-*~MhPlKdmUcySV? zW?Vp8g&x!vY>~3PF1QHDV1f1=*MaPDHhE`<2G6f($f39xbjai+Cl_2y{&)U-U3oXi zo&&jxWZDkAFt;796EqxICM*Z;Y-SOXkG1EpjXzDroO<*B^}Rt}Y3Y6QYWBI^?-+1S zIUxA*QCa5U5hLNuI29e{3s7DY*&vWDy|m(4cC3#;5EC(G|3qZGr*6{GuKSGQhs^M9 z&zS{DL#Ew&WI)n_0A!70$9m6n;`i%hIgUGFGqwka5?c%aDC@E_4eQdZk}mgXk-Q#M zJS+X)ym>R!Xx~hx!Y;%hmM2wALg9=NMww z3ZR6d9OFySX~kCC4<`C)Ns^HRkQy7H3}!0n`TVp1H=M|iA-#n#_KCwX46^0>q>pW9 zPj`B!pIpQx^8;GX-XEJcWOB}aqc~Fxu~L8mbk@J=#MjYC(QT4RyrYjSi4?=-hzPhT z(^kd;b{3ZN-3a43`yWlF^7Za(+RzVsM=)`N4B0w&F3X`xuK}e-n|v;~GIdOLK|Vt) zI#8yr11})J1P8UoOPLaVEm68*M@X)@9gewHCtZ2O>y;^QFOl#4^&xruJ0`EC)ot{m zNUc|y<#?-@gj)=2sc#LCiOxQP`)RUgR7;E3!( zG5AkjhcKI4VH-_!*ZT7Jr>3Xdd!RB8ERoq4hh5C9oeEwbo&t)iSZFw&II)C-mew1a z!=7k@(B|@o3eBw!&|*yBq;u>|E|FxvavO%cUd z>^~Ax?H|=4xmio>lvFGqejh-geEdKTE>&9%&`X5w`}yTLE2%yHL*IFqZsjmMiCj&R z@N0ce0>F%-ny#*Hg9)sx=f64+?roo{#Y7A$YU(3!ZSODNWpD<(5l#>&>gkskW7`)a z8;;BjD-mkaLtcAXzn)cKc-6bl3C9hbR`V709Zb5ol4F9YSKV&s>f!5J22tkp!hF_^ z$4D(rHUqMdB8oo)ufzRD(o)NfXTJVrBzc3iMs0Ucrqr90Vdi9d64__C8&?%_%8U(I z?}R-Gb}BimivV&P8XIp01Y9h1!eEGPXC+Uj8Z!bJw~_pcJA!-y6l8_Myc! zXzlv>p>o`VxkhSKy$=|dh;8^2&>o`A|7ddapbL$knHz5?@H8;umn5}tz>=_H;$Mr= zvxdxf@uN?+5t$)~=n{-y3z52H+_1L}cU>y+s42VSy~62B2#kIMarP}*FW3N}QMUjL zRJTh&j$@gR{pcpQD^&?+WgzWXKM-Y)eH4mbh}>B;o~==VoBjw9Bb@Q=5sGj|CZU^h z_kL={-&P*p-ERL#-BQ>|_Ne@pr^xUl!aE{(K1-(M!eaq_7FUScP3Pu+MP}R4tsF6$ zSc_GhOF`$5h!;{|pfHj4BbC{LTX(W)eEeXBn}5vk(2(j_#OQk%bP>;iJ6jQq4i;_) z@eX1F?83x_P%rtgpSja6zLE-0ehx$?nekoYw3W3O^PsWZ^Vq#5bkwbOOBwRNkyz+( zD04sp^N-|bMm0&;GJ$7+2?yKd{q34CZGt?{G?Y|me(TMuD0ol=_s@HCYsWwuW$e>B zjzKKgzz3kroDT+LW0-apz7utj%jJHa9Ebx*6IU^5%Q1%U7pR`7qxkaBt8-)C_enSU zr)B5UQjnQSL`C>oDf@m791w?AoQP3jfgoi!(4X7Cn;-xCEgARVYra!u8UwD=`W$55 zD-e7Fw|_FE%aD!&Y$5Y~h`pAi9P9c!$*s6*xHCLkVN55{^T#qKCUvc8uP;Uc|O>6=hihd_HnfKi70UOnosEZTFWNe z8kowl_#8WwtQ`!7We^OxCP}?m>%$XXW3tAmv`x2P54|z+5IsN zVME?;C_FH$W*dNxeHfeqt`)C*E!rc2CiNv(p#dp!3Gnk%8_pgGtUxP}a!CkWNJ>`> zHO!|kPNlMeU&4&H4xH;8vJRiRzYlJyqL_3=-H*5a=|kdZt}^98@!p5@-xaQwt`89C z6l8u`Qebd#17q0o{mRP8Fx>%cYhJ z5bqlx0RqriD9BNWs{B~PA$ZOBi1JG{rvw6G&V-;)4!J9LU`9*EFUz<9Su>ek0bQNE zqBDTH{X5u0{Ak`D6Dk(;KXBy9Zab(x-JIC#`jSgnE^;x}R!Zu;6BH6(za;I7N7?V} zCD(wQ;Ep5-lfr=l)7 zumSWTb_lfUVW=011vfV);-O%*+(30Z2>QZ6{8#!v>@CPoZT}i0T^!XzIXPE;pU+AZ z#7Q`gG{g@Cw?)t*-`h_7I}r&%M;gBy3FC&M$`mCh{YQYwW(^t11(P_eSwy}XHjg(| zDGgm=qrePbcxw_)=~`DiMW4KADz^N<=YwM|n)#5j#zR2@^Qtv_O@_4r$uK}`;J$(J z%JzS&PURQ;!IYV(#KWlmb3+ zz!X|ZtCrm!B1kVM8aA9_tHkdu*hM3-c{6C`}z8F$w}+9K0!qmE!jXM=BP9^hro;f}-ZWaDl11SCcm0TfY~rFhsvg^*<)Mp)QQqjAMc!d>T@I^b7(CCVLQuNSqgFh7L7a z{+Wy2*NQZ1gkz0ooTbGcH-x=+`IU7IVh%$a?r|@3iFcAao643w{l2hYH0gV5-PSsB zI*SN<*$r;grZUUl^KToCc>*q;X#Mc`ilAL>OF)`|Cz$cQ|18H~%CRjQGfqgV1UOZ= zU|`1RJFgt*?mJ`e>-Y$AN!~^jCZhT}s*BT~9+9LVQ;wj3Fu={hWN*-5kXrv#*0_D| zxcIX9bj1p*Zc}q^&s=*+rqNRBidovrS3Juqtkt%Xp`?I5O+ekDk(BW}g_IIfD4tUP zZ=t*L%hqXE7lP2vJ7bxxjI)ZHEgX_Roh#k^u5&Z?xYHtHB#Ll^6a(JHgzcvV4qzcr znS$K6HLGelf)bI0t;V&F+o|(u0jPU*lKZV`3j&qII@iA7TzY9bVl^Yf;hr^YRusQ- zTT`O*u(FAo11DG~0=2A8iesL)?Lbo`MrM@rOZ~gvRsKLl+x-bMAMjN_u<0@4g!rtH z_o0eaN`@#Oe|9Xdv2iAUh6q{;SZ$J^Db)jD6P zm#bE&K7)pJ1g%mkhVeMm3Z2VQ!+JlJm zQNN0v(PJNFp4|7nUAMLITM#H z_DMnJ4&i)|ul}~Ak1e1$@c^#8c9tFkpW?bWjC!N#|@u% zF9+S5N@l0Z)c$$i9<0XCGh@<;&6BGW1-&>m%1bASTq=w|=N9Mj|4h(L7|9h_e;h_zD8>q!!t&px}*`nCZv-GG^E*hTX~tGM481m zi~Om}XWt|^8b7en5G{MxAoFqKcczjde%0B$qh12B;oL#f!w)k`4_&$PHfN%Z9{2>w zg|Lz2Vq=SkwAmERX_%~I3Q#e6xlI%cAAV*_j(6=5+15!Aiu~^TeuDIN@y*f7^f>)B zaA}p+I83Q;`q}>5t6WJ@YnRbao#roB-Vfx`rJuEHQZ2}gNf0`y7v$)Z$9ZBEjZpSz zFcX(-JoE_2JUpe|!+vAK8J6wE3=3cO$dK2XBJe|)0q?{ll!(=YLR9^NapNWXwqlZ+|n*Sj@2fx(UueP?JF|M6Sg@(-9ON|Bsw z$E4YZ?&26W*GKzm-OsGwBQ`O12D0Vf)fbuz?S}nI_L;a;Nga@ zwn%}`Q;iQV_iCpYx$#GS**~lK+xqEKpI4EWP3<>7j;47c|9Jn={XGW`UzZIW@IgNn zkMO)-jhX2<&D&q8jC)l0umDwG2Zbc4|AD-@;k9OO3 ztAMQ-K*VkZ1q4(iOE7^134(}Z5kvt&Bq>NRg3<&d)rm?6ddUYt1mmm~#qAAJc4FqB0y7^P9|(kovY$7oz{@ zJ>*ateSVNpmFe%|vSRMqtoz*P7DQjV4GC(kXb7S5NJtJL(_hAm*9|YdD}Gg*@AmR; zHa3s^w#_>fR~+*X9hpx0ZEB8dOHk*HsRD2HyZ}*!e}ozprrJKb$%ryt(A(CQEKXD- z7?tLV4ve()1O^;Hix=gDsp<}gro|) z%cE8u+VdGbT$9hT`jkb%rn+$3b5GuA7r41HZI-O%M`C;qqktL<+zTLPKU}?dvsaIN zEncD&U(MSyZWuFBSAO8+cjTWpOO!YZ?>f2*gbjtA*cE2S?0Mgtk{2@P zKJ~^er+R)qX@9!y0cZD9d+WS^KVdH0=8|N7_ujoH$o0(u3n?ip*8qJ{s+!u!QLJz(O|WW6VF#a6kwf32VS3oMy9LckxPB zuOIB76a`8fOm!QWkMH!CF8cJ9ZJYkuYLC7WZ>nmL=Q8SB?P}7Dj#vdk%AkHX$^j{7 z6uj^kbRrL^pcXi+U0kbhp1Zg&R+^sf%x!y%z?#B&m7!?f-d_U3g&G`(TLv|qJ43fy z@4D%Nu4j4Z8RHBD1ROPYl*86-+s0A1Vez&7)yQZkebHd@%eues9vq`+jt z6%`rz?80Fawm+S>&n~elJr`_gRA%mIph(*p9bj4T8VxC|~SWIK~mpkM;xuA}pK&6tTacp~gSF87il(E4Xw$mo1RluN;6pD>zKERboLoE7;#95t^Jr5AGeiQv&!y*h)6%h>4FET-M3_w z3sjPxw=qU^e|yx@!mm--RBx}q9uXDAz=^GeBFW)fzYbJn7j*Movd)W^#CTh0_im?^ zEc)l8QBxYGWMMeNJJ3M$LP&Ag-0v}ghJkzlf1z1JK?1g1eE$APej z0}x7$c%@Y-JrTUB5H5c4!PNEd!JO{1ym`*FuhV(!fH60ZxSFe}LCs$>GKMVDV|Q^1 zo&vF|G7mzcsz+MVN^1SN_~8K4qguZvrN3^~uZ)lmFJS$AVxR1mpz6J=mQ78^9_dtK zZ_V&vKhCVBq~z7=)U!Dc6>&-m3O0=yNL6vzX|>QxT^C?`R7yC8mJ+p4E zCKq;=#A>(vk>TXB-Kzw2QVv6RQwR4Nl98aFl>%YkQv_^k zGBUZh7dJzDqg)5Y@JvviZ>xgS@g1!9EDel;R9154%iTNk%R0mCfSH-OiI=j`wQYgl z;C?|YMxT%3TCr+XEg(e_tC@_&16;wSwa3|ur~*T+!YLbsZP(HUEBuU`Cp zuPtkq^H5<+$#Qe?3JR+FNsZioA0|7LX1#y^RR{_r(7Mq8lGwWypQo;uFMiA>!Pw^) z)_w4gDg&3ESr{4V0yd}vtR4O4&Ed((NhEXTs!hTWjog0r>yOV|?YJYxtbYF2sp-B! zGp#gJd%a~vLz1L#``LngjWF{_@0g3{qT)1bWIDgIt}s7R=!E^4#{*zWDpac(rR;M{nG!i1ztJ9Jh|0Jritd3m_w-yc6z_}_~!F2?_5S$5fddcCY7Ox6hO)d?sbw2+0$zju*bhxR|C3mS9^2$HN{zj79~?Nh6nGxeSN%qCw~o7l)2Eaws)O z^a#BGl0p0U@c=GfQPC5CS9nvBf4=_{Zb+8gn^MpEp~0P514c;10UL;e>MbzTgqQt`CYx@C}P$`L${F<7YI`lS3FwARgMj3uAo`p|DL<>o&rmbzts=^N_ zEm*f@OA=s^_;$55i;vSj{xG(*99^n<5s=k_$szLTfwlr8zn(LhI zfX`sSl+@vK$B|!iFp7(d`6MNEFJ8Rp9|6qT9GZ!S`UK4=UkwcnuGtXbhX@^OvH?Pe zNjx}){@Nt0U$$&n_jrJQ@o~AI&meud^QAHl<`ERdl!_qgh1+n3UZP?I1e85iD9Ry9 zCCF?$Q|yU^Sdivtn})!d7J7>?~3z02a9aQJJeRtW}XKg=5Z4Q z37X(4phlB`+9l#7ZkWB&dSTl={(>2)_Mik;==4N>+0#HwC7`o zGEf7)w;YM3CYnoZ?mOeQ^VI{nK<=`Vk|RKaC0)M1;OYfqZ(VW;^I&LwCB?;$n}F@u zUXfb7*4Oobj|0MthTX;tbDtH+lbw&@uy?tT31TQjnRy<(o!vfu{&(GThYlSI`SvN6 z1g1^;>(E%ZC*$X3McFYY3e96_H~<@Z82bml!#8=AyLr1)rw-7uSt{yd`aDJm!wQ zJj#>?85<}crDgSEN}?BLgEaLGl-nvhoD*9&(xOZ{WP4MEoIO(mA-0Lmnd-|)I~x0Gf1Jgb ztujX9mdm^Tn|otO4kp_KM!6R#`&$l>kJ2}FezQL+C*gK6zeH)!^>&lq9<5`0z9JZo z!wJv6Jp7a^2Jw(?@@cumFlHoX-dQ2R!Tlqb6%`d#r+=<~fD0FMZZrIJ9r%L~2|Iaz zdsLKLB5RFB1e$1-lrt!4*A(KE-qFz!{O#v1=b2RCxSR})3Zq`{LLJT>w<7dsQ(&8F z(GV}Nk&gVlS;n#dp|TY^xW^+;kQn&sC)Gz9Ru%4++Wad=h>WW)hN^u)nl0EnG`@nc zpGaHkyJg&_dUv1+b`gIVs;%g~KA_!Cv2|i3vS3~dg|h#E#7|d`J!dEq#Y3SKu}z$$ zP*$iZ=2VUpU)z8U5p10^AiCFl_3G8(V6n3v2;YqW^j+Rj21wQ}(MpJpbHC!>q$soa zuJ~6W^k^sPHO55?^bW1d?5PNfYO>C$7|2J}H;n9#R4FL5^qWXA?`Ql{UJK{XBv(E6 zp7__TSlYgZ)F|jwwktvwQ3W76ao=F(wn|rKHla7oh8gD{p$6ifRSVkHJp5y&A`(5D z(4YAZg;fpj;xIA+$fZI3z(&j!RY2LI?Z=_c z&Sy}AL?cm9QdB&4^yoqk=EJsE9%tpauI^*7#ZfrMJOBRsfWLi<1D(XY%j`}se#zC- zx87U}R8Ue%2|yiL63K$PzoGY@oo@*m#3W!d8u9Y-O1e&^K^22w8!h=zM;nf#nk6N= zc#ZI`Q?XAi52Jfl8faFB{*T8*gDO5{0vCg|PJjW80dB|nZ!F)=bl$^wV<_`dIR+$D zxSRXXIQ)%D00=(hK=No}?@DiGU%dFs!vBn?G}ryy!T-;J8&C3@wQJK6N2mmgA0uMC~Had0e#PLF!7i|uTEz7f;j2wUA=_DL&ZSB zX!saaJd+mglth~-2O{?k^?TI%U55H!_I$+QSmDZw+h;k6N;VS7M3rEqQ3CL%^;Y{S zlz`R5&|(OvkgUeMxqQw7++7TQ9eEwY9XeMUwVE}?`UMp2M|1cG5kTvEP< zi%Tx}?dXUIF1(Nv@CwK9wSe&=;0&*b>ryCQfq2X>7&Tsn`y}WM1`P2?Na!G^u0z`( zZbje)bX-aI+~SueLv)K0&599_SgdQ-Y(?5cp_KZ8!|TIqwE#_4(+Rlj1o9LT+ko`% zL(0k9NWntBBHxUv)o3t;lHfX?c)!|&U^@KG+hAcV+_D|~{QONwKeeLO4*(dw%Z0(B zdAFY~rL;G$-n>~rQ4+}J6Q2W%K{snAxD!MFfY8vvPYPHL9lRzUMPmLIf2XSq#Tb~` zu$3$j9BqvQ-Czf(X}1Kloi>_H(xa)8I0Ex0@gPq@jesFgfGCkH#fr~x*YJi&|^h}EG*T*i+Lp=TQTX^fOOo?vKe{iC-XSzq+N&hIq6?0SJ#+>A?&Mq<_W{Q zB61!sSQ-^YQ-H%bd<}9h9|I*+hvSt5@7ni3+wdOZgeOQeuI>m3nC?fkhk>Y~iq(iC zN7wDek~|S_HDTcp4@YV#-p_*kog|7d9P1VO-`^!kiFFp{xjmUZv{PEz0Ghojpm`Op zFzOZ`Up&#!)Jz8x!o6ch`R-LJA(C3d!^2ak>0ZIToBVZ0bu zaN3iDLs>ncsWXQx(HjT196(MEBxNL|W|8`O)yV}I{uG7@jYtbpD6P@rt!GiC5Z;=1 zg(Q6>@VlFdeR8g-n-dyD2f%(L=PxTOBSH4nCBKZJhX{Ixo8dppF7-Dgvw0Y^>JE_| z1m*Khx7l%RU`QGWi-ae(NZ206``ld)jqwS*5`#f8+yn&4$6%-<3g(}PKxGx>FqAVS zGdf<0HXslB9k%uGS;8Gi2LQ!Y+ns)t`(PRxaJ?J<@g0o;WZe^d_MxhMy zyr1|OKQ~$F-Uoi~1jHEWFoTG_Xw#)k7f3Ql1F07a{Swvv+`5~vGmqv!#OkKU!lH(m zw8YJ467!0apcS4>p|tZBjmrcD1Vq3eSm4V@VvB%D5%w@w30qEb^rMNNqCeWBCzAeT zYOY-#Bt8AQ0@^QO8oIZW7A$Aq(3xdLu=e6U3i{bos=nT}bE#L~T<_?3S!OA-vBj@)*i85Fu8t^5EZ~Em{JXN4wDg;Vl?daI4sIKrSlXD>!n*xVJeD> zRj?T`a9q5?!pCK2zTU9T9WI_(&P3V2r#)uAoD=;WngtQNGz}OmoY%|E5ahlafY~H( znJ!9ew*4n71mFjJ#Lw$GgsCViYr>z5K?KK#fj4L`5kd&Q?dM>quD#AIc^(zj(^#_U zLhj#+Bcr3KW7>Cr-10wn?(CsGd-@dCG0ZXuQEvIpa1714q&o!tx=_LUP-)A-0z_8b zC*|ekW!~f63~6ng(8*~@1Z`~r$qGTn5C_)bEni>BPPuwIeD`27X!T=Qw{bLnV*pD1 zJm>AbYT#q?A*ds2!3OXvIz!5#h0aDZp&puUx2ktiC|5UO@Q{VIHm2xBib4)Wk~E_# zDci2wHO?THRVUh7Y%P2v3BT|S4uwo&U#NQ4 zRX7qWt-PMb{aEE3m&ueYOs6&vY(mMtqdlCu93Puavt0=~TLgwEH*ddH3(In9E+yk+KF{<|wN z5_8@+%fJSe5B!XQ=RBwRDU@5!xY|q<$pQ6?)1xJ3xk6tR*r=cHq65U;t`T4Geam1f zcDk>>iyt?^hNKd~CVqB=GgS_&{fGf*8LoKM^Pm39U16&d+#nSuLbj)IyIlyMRxELK zx7HxGE80Av1NU(R3P*opw>dY!=b#bmqi#6FuEx)JyTUX$2LqmqFgt5(!j@6OZ34Qk z@Dre_eH~^CownYkmvNLVbH*S*#Wc)sOO?X-^w+DHuwngvJX%ESk4H-)!xV@=^Eah6 zi9pX5HF~J{&6{(OpqphuqD&COdqoI0F1~SHPr3T~n8r}DXyNWvYRh3&yaI7pE#NV! zt{%ob$l&;=r>DzHN~YLuApy38RHoruj(N>?67wNU^pAk~JO{<0MMFv?Vj5ITNved& z7$7S5kHBkCMY|S=deT?))xu(lFRU%|U~=Nen1FcoYp=R zgd_YeM8SX&F??{}8bDm6SO1N7uwn5XwcX%-eUo`2!q$EYNN^_7I|V z>HUC^;@jf(eEnm4;%@P0_nv=Qg8%=4L7NJQ=zXwYljE;f?z$`);WCL}RG?=RC2i}= zGSQwvtb`wS9R0ZsxH@0k!Mu^!7jBMd7I0ufnL#43Ze0XL1J9V6lAU1Y1le+|`jhL+ zw;eo&X1tF9C2{u-S+=7ne$?hL-ue$n_3KuMoMJS1TS0^h%UYo?U?OUeoJ9X(eMF*l z1lIl$uyMW6xC}3R=Zl4iiN{PxNXQ;IS7@bj~@RczLwUty<#_h$whWp7( zDIiPmkH8W?kIVW^8e=#{h9{?wy#}2$);2#!FZ>hn+3R+INceL%&wYNnEgL+9z%;^g z@FGcw>lt|7Dr9uVoH>#cmvQbeIg0j_c|(x`p))W8(Q_7M4%G-i(_AKPNnMuEszRx6 z@VOR1ai(Cs{t>EOT8AzgtFb)2nmsiX@nPB#!Z< zfoPKyhiK(8f&SI+eh=dU&alTUwSn+9o<)j)FUzl&mC^v*_95)n25WR?9(up-C%4-b zA4MJb$J_fj5^|}HOj5nR`v%pK=<3WNK*bMm{=wE@nU$`d4Rbw#t~V+D(>NAVtV~M& zaM*p&sL~dGa&q-JyB$mj@`_^qHmnt@SwdI-&e=UQL{!s{x&a&T?AcRwgS@=!KVVYs z{g*FiLbhz|RE};gzc}?VkZzGd^EhbvigDX-*;nBp@kR@(H7`n_<7i{{X;$j4$ z7FihrZy9CK2qD&#M0f&E#EozWkEP3Lv;JnBY&qZ-O`s;wsAl(U~g(UGfwYI+Q*ftQp=uDIQ2Z_;ijGgBP= z(g~=okKvMlArp{7b;S)Ku9`)V)tGZB39a5@5ZpjM6^&39f~X95)y=K-yuZU~k?_nO z-O7qeO5#x2($|`oW1acQ<9rjy^)2Ml@f49iC_Y|4DIkEg6Y;$$u5zk( z+h`!<+T^YALp5HK51D?j)s`&R%?Nj^=}^b>mta0*_lN`%6Z0nIz8nn4FCSiM%*R4k z%Z`~XNq@4kcC8))?@6_c$I-fsT0(Dx38vGo0|2m+;nQjFD-3ix%Lk_KH6V-M+|i1z zh8g24N1WfDM+th2mnZm!C!Y!HVknss)Qzbq@o~u#y@n-Byf! z7&zc`>*mdkkSZ4t!E@krML(dVV!+Bi?d|R7r`>TfNxH-4ac{ouPi^?~DvoEE@Fx#& z)OY;8zrQ!K;#8HBCr>6?1vg-UyJzq^?5xmD(+8}@yK_}fZyBdHq|E9dsc3r$?XfYf z$-sBV-+#aQjy%&lXE3{*2a^?i-75jEcwZUJD*2f2nxoefJSjs)hS|+S?e2s0Zxi+v zvq|1~y&m%{-g^-#X7#}~?Vh5Ep@Yen=B!lG(j$|j2c9bA%ZF z&DLRe?}n3@2i?Uafl<~-dKiB}h<}`j&2Xj9VqFJ6^{*X+Bt@06etbO5u16K)dQOsU zzHY;Yz$h90J!ryQmuR2|P&6NJD9DPS?GHa)9w^k^*r zj6^~yT~S$=hS#9eYDPjRMBsMk*KXW+ZgOlA{LDBKgB)qc&te8#y;y^H$#dxa6@$3a z9Qqn!F$&v?-l6A^FiNjrFy)ct3l^a=g^7t%>Lk*`S`evr@j(csF62+j3+SeOKsld& zpX@&5M%lpOp23jt2?z+#r;sLV!XAt#xz8$N=ES>nH=sp`+#)?Woq3wt2I2|e1fV!I z7hQOOW(GDcMJ9EG;4$GhOQ%*RlS2FqG*OBnOgQ=)=zR+WxrY_dvbRrzXYbj4tB9mo z2%%BZ%sqeYO3YCHG_oT10$>%~ipZGAiPg5NpY{-ad;x2-%w1@bSO!m5y1}K8!u+TCp{GquAU6|Jc7YinK?AWAOM|M< zf6;{MBO-%E{Xu%UZKkUOql0Ky+1*{l^ookcX#Kqh$9g zX)-6=Xr+!TszRL6q^g2T0T8%7a3ube6H^YgDDC8b&%`7=h2D{h#Y_vCddRj_-`8# zKT$;ickU$(@wZ7xG-!yCbB$IH-iY^4_W7}kynWJ!XEgzGTa3b7Z_=1WV;(I+g#9F@ z-%2L#h~mq3PBb<)E(Qqi^Zol}!i{2nVRwbc`R={gEuu^bDe?J5QAYUHTL09G0uT`OjtmGDMpRF zPN{5(@d7?FxLf2XjJXe985@C48Ie&@n+QTt^}_g&r}-(OedZ`pK+XXHL;r5>DiDv} zI3_3itQ*tH&H-`MNdn`1OGc~8GAYlD4S*nCp zxH5t9AYt>C;amt#NGj0I&Dtb#Wg1Vr*(^+O<*B#^%MbBtvNvAY-J)#|ISP zzFO287DEttdTgkzt-1gqFeaQ*^(*&{x}tUAo0&XxDDmH8_xb2Hth~lN(s63cdqekG zhw@CI3B_n0WQt~p?~UW(K|2ve6vM^&z>cv4iC0ioE*B~8FShMz#9MBKB$vGOGRqD! z*^!wg8tD5yt6Ah+&me)PibBJGI+3LUz2&X(P$kuaq`OImo7MHN~r~NS;Rs zwFz-=Mw;G>QwMylnsqJ}?_Sl3$p@)pLrSN2GhFviU6J-cFrOuChQO)95oE75wxjK#L<&YA^Y9J`$J@?RyAI9!^Lb641cuQ}tq zO-`^vdKKIU!t{j>dimehw{APk^A}GOIXZjuhB7sEgjj`_2cW|m{D8JN- zKUvj$2~?>o2rgAd(|}_h`g~AbLB6X4xK7!O?oH%3a7EmiL_{H}u(2 zUHvW@EgooMfdWFJ!K6Zhp}%#*oAXT>2`KlY_I!g4dkjIiGA1whxu1NCRL(NAq#_A? zND;sgJSO=lb(fK~gdx#8b4qu()SYU}Q9Z|q}-ucn6`QtDuc2*nKuYV5x z@~e~~yhdByOE~2M5OXQZUMhgi_?#IlFo%T&uG@X1jTTMi{5(9u?Jwg%d`ti}xnr(hk zPs7}%2-Vc^%?aX7bUZKOpXjSohP83nnFx#VxQXP1AU>Kcj5wOF4CPH)w1HWUTKW6F z8nnL@Nplo#v1C>6-AGpvU^^PY#yO+_|L4 zj+SxdR-|D@`Oqg|M-Ku5y3{YAnJm?|o+e>SMm3?KNT$AQl92nsR*b6}kc%Q!y5%=! zn%66;Ldy-|N`)=n2M+(2G;1W@-Bvfi2NNZE!gnDfcmFY!^VgS2d1hmXv=^bo) z`tHIK4B%8nJYyG^w=YF7v45}$)ZEJ}3mc7x)B~rv%{l{Vy&|!liOU?N;Z!l!l%Tn7 zJ9K0nHm_aV>A0m;P*PITXrN^>AN!+K<6E)k1;~zSVfTP~3zWO58LCarvUQUw>QuE* z?YI*apPKE~u(MlC8lq)hRG4sOu>HN}pcN$$3F9PP%yKh4qk6gP+eFbLL`Tu!*3F!- zr7-kaJ!2djHy%dxVK?%8J}5TKTad`>xfyx&O_i6HetBM(c{}f zArsQV+gHFru18>|g)rVzGBg);3VYuw*3$%_s_k&xvXGYa_up@OL}x*Nd50@1KComt zo3-6cRo7&hpanElCPh^)K&M`8jqT&-JdE*)u=$yi0Y;K>p$ApQHfIjBYCLkf1*HNk zYz*1Jc%e0jh#w%NGtpDbw)u20(IF8fGTvu=e%F>luNdm`DWt?2FrvrvU7Wzb8v#C~ zBf|Ks5ua7Y7>6g!4Ko_l!vD7Ol3efmuY|}XA|?Wa5asSWwa+MzKX$44q9?%?NO<1V zgMI=lrBpA>+;nm4zO;hlQj}d;JP&6vIHWhmf1eDhc#f!cF=Myyy%xD6De86b^DijQ zrl#buTnI@oYm72=z0I+Hz1gGR-mXhj^?a}eT?3&QzRN`dVKrBho04>2Uq3jaU;}3u zR91zPD7~xorzD`4knaU8*75NP+zD4Jr*c8S#O2bO?SfOr@o`$HlwAtGpK*3V(`Osgn97%miEk1b8YQ)Z+2+ssTl9#>obSV(1NiTY4IbEIl~4>F|RK^4*f zK@3nZ7mpCC`jaztPSsT4z13 zH!)(b_77%e(JgQH=}9%T>{)RLy1_G#BjMq?d(R4=e)D@CxcbjGCZW&(W8s)%fRbXN zazq$eg6l)Zr*dF-pfcD^Gb!gE?Rc#XDyI*?Qbs@e2R}r3H?H3{RhoO-^%&7*kva{c zfhA%Ph|!)Qn=(f#0p%ez8>t@QpwdB6LouL@kiHDG^4c7wK*w z*DRVnkz5+V#%W$7fDxCvr_^N_;~O|R4SDEoC~e^X=gg&nMlEas`q-2A=xXn{>1GT}@?A2p+y)T>ZrTe57Medco zN^2S*nUkIgDUY@;=}wGad8nsn?HIaJ2-C2E$wc!2$E_@nDvKsElxl(M^ykDHDfqi(T7nP;e^9!T7_wu$?|E57EkB`F&MC#7)ubq@~Od8s+r*7$2#~DKzpWC7EY;is+%=FqzE?m z4UQeqk$sY9QoB6 z&(X;n8$sfz=kbj|gw8yYF$bUHG+0ijYZDk)N5*+98ZJ5!LxPV3p!qz9;QD1`%v(~r zfbR){fN_^zy&?~f&i&Asm>9wIec;`pW>Rk-X61s)0kYS(DV22$zR~p62yU?g8_t2~ zerdP(aH2sf5Iz9u1u=p*%TS*{hMN`ug#97}9my|E__Py)Bhkjpn6@CG8+qY?gm}R@ z4WPq&ECj3BBI`#IqZ6Z^QYV+txX5XyN_!eOsWM3=#uaBEv)QPgaRD$P zwJ3PyLEMEvH}q&Zwbr0yAQR*LaB{_sos5g7M45xCo7856c!3+VP(Rk{_aiQ_g%^y2 znKqMvQW;}OVh`ovAnEqa0%6TY)V+Cq_B%xc7NlQW-nT}}hWauo4=z%&0-Q$B4|5XY zU;!R=cXf5?Zx{eQ8ID|jM^4M&h>b9L(tC@ivq%hkyG7P5 zHy?RHpb5|K=#W5)E1Go~WI!(<3LhfByJSAhcxT1M5CPidCHsTTxt&U5MyJi*uM`BW z+DJCF!5m}_k)l*&T*7E)PgYEIS{8ea;3qyD5*mnFP!OTu%d!hQ^1>sTUL5{f0b27@ zupGTaguRgay#Ktta!PRku7mhw<{qNI$-~OS9o9qmLm#WG@|LBk=IE*Da% z1eO;I9E5Jw?ICjx;BRRIfOY52+wqVVN*^b7_eyUua}lsrHZ?zZbW)NAOmU)mBI$fvY^+ZYqGI`LWqtmW3G%dfJ%rFLj?`Q z+i0VLe4r|y(pn){weu#;BUGCtril`}Muw#B>U6VIHnC=#8yKTwg_es==$N<1Z`tzY zn~=EDYKH*N_+DJV``d`aPe}^{Ag(viaz|uWO0o7v6V`9z*cfkI=H23PU)3e3q_eXc zMI&0B#H2VQlt9QsH0Oi2Xm+I)aLiNXi?Ge*=35Xq$is4b!;o)+F{5!<0s$RHxV*!N z91+1Shp%#^h&r^OoQq2-ec9@FCEz&EM!No*}Pyf#&LW9V1! zOBkNNE6q@~U;|#JUE_1`aq{>ZxdnD2py!AKgPROCpEhS^md`>KHDTx#lEmQRjew`g z5}ZTcTZJm5XE4nk6=rtP+6YO3R{c%C2t?P1&<6&9I9j|QxVbO<2^wPzSk=AyLIYxKAsLrD{aU2jrk;WXh8 z>){<7a1hFqk)V@Y(0OjM$AJAAX2lRmG|3>!=ddS9@dbepRXGY!AC{!r zwjE-THnk2DzjzSK{npM10Jdry|3(>?Oc$4tZ*8^M=9chQRP%opl-mCPm?KJ}6UUZRN~5HSNWpp7mKZ@)3+ z%s*6qou~Mg9!a@d03NNgy4M4IR$R`^LFz{Be0nhcsRsW)cn)z=l!~2Kd9jZgkNb%N z-9$7QB=f3~MC1W->@MP<1Uz3(v)GCg$Mn@gi2!A@xXpf2u~+!C?GcEmF9an5Ix$|l z%`a0#9-IK7Er=_7+O9M04gn#N&_P#QlrT36;mBahQTlzS1D&~~^L%7Kd<#5NcU&a~ z9+2pgU{yqF3@VF*(R5z4#lA*mp=KMYK}GOVzI~*yhU9OLt_#F{_@GYM^hPv*Cc4e2 z(b71Q_CNqiF!ee#5JX{McjI#ypU1$%z_YfGG_HB%{*8!ck#~-=3xOuo5Z%To!Rk_M zRFsvJ$ZSwn7&Zhce9+7SYOeyqlLY7~7N}L0jQ7r?2soxdZH_}x-Uldy&mbG7CN>fw zPc%*&=RYgoJ57%VY(ROLVt?*Q;T{N_gL7BMB-R`bf$qur&o)PJ>@Zc7KoUIAl@d+`wRA~H!y6(+mU_L$UP!+* zWVl)CvO2WB_4v>3o}Q=|FLu|(>u8F#*xv`h(%d(Sbb~OslTuTs`9a&r^$c|b9JY+>6stloj}#$hkXP*L9pX)e zWxn6j8;Jy9VzGA5rUC7$#(>Ey`2!qr82fVUmWM}nT?u(a7&#s=JN~R}Y%!$IoNzj` z)DFl^v7Fi(8vb17XsOfJL`(8~2LFERn%|E?B7IS`wh}>O41XdOnVoK%cg*plwYfDN zWml*M=A+2Y`U^R=kA%;mH9V+(6os3%$Zh?c*hnCep z0thY`S(MVA!&DEfRvqsp`0G6M_ z<^3bTlF!0@Ipfv8i?}v65j@Golxu`w)*e)fnkUjCuiqDBs8F31k-!0Q$$3Atk24^; zMjIQOKjrbHSDRlDEje<<(uI_m%KtYh(QLo9fOsQQ=0ZE*M5hxKnsa=)FIs2 q)wL*)CLbh!j{fK0|HqY3&dSmnf(!4Ztqswk&=IPu`A>;DH27orsa diff --git a/tutorials/W2D3_ExtremesandVariability/static/W2D3_Tutorial6_Solution_b99eab92_6.png b/tutorials/W2D3_ExtremesandVariability/static/W2D3_Tutorial6_Solution_b99eab92_6.png index 7b3a8bfa538195572249fa0de390603a16274753..a87a5e6d3ab2dc77d750e7a859cef84b94f49a5c 100644 GIT binary patch literal 229474 zcmdSB_dl2Y`v(3(2$@+~8If#4k-f4*Hjz;F-kY+sx5zFdGczlDg@}w~%PeFk`kq(s z_vgOf-ygnzz}KVuzPs^yy{_x|JfG)zoX2sTSGbz$U3^?BToek0uOKg@fkI&spime5 zE@HuVF2)W?pwLh#1sO?AkBqIap1PXmr`S8&6*uTvbAvA0)o(YZHl(D#YWZgOV>;Kq zcKWB)uk1+Xq+v7UM4o*5ij*$9`oc zCC-mu?qztVn(WT3HrS`JMlgo`&ll?U)EyM#zh6!?$}~j8|9r(g3&;5Phm7$&juJBe zevz;c{Lfp-w|Aob^Fm@`h1A>h|MOCu%h>gZ&-Zk zd)-`j7%|iQ<|ba6GRxV~gt5O+XGVx>mROYM-nX0wjcz+Xe@Zob9egahf1Sgqi83cA zM|)7^-^I|%ifqOxjF6I+=CvAQy>|Wjo&AguQd~@OPW@-_YBF!GJ9nsW+0S-{;8X8x zl$0;}|2e&C_}~HiHG+TF*U3hiCQ;hWt#*)mN2fC**hQGOJBm6q;rczr7*B8SJky@& zj~4u4&!5Zq`H9J>cfNDoj7?4s`TnI&N1o%~YgwMuE$&rBLqnsyWk)mXd-TBP^m`qF z&}x&o(b?Z*z;%QBz04t;wHWzxT3pzU}FE!Rx5buC5%{&ChBj<0#yC ztP<@~J|VYnAJQ~#Fo}zc%iO)&0bh&G{|1-(cn=x&%Ex?#%g?Xe>|R4}Wg5akZBCS@ z#AB(v5bXM5-}+!*v(Q*6Tg@2^x|=({{mNVuHNZyA)DN{N!Nv9U=T zroMXB_|>j(CV{1;rNvA=@9(p-g~j$5=6|j&u6YO7R^XKyYyNlGbA6wTy1KePAr3N9 zQq6CsxLsXc3_Ls)Gd-98eSs@-eNN8K1>dJ@tPOlJ8XFt?g#NpLg*5xZ^9!C5dDZUM z%yTu@9k@%ax|C%!FE@<+lz5G{WOL`W$`hv0+;OXd?^TI^cxg&TEc$(B>+9?JqV6dw zN@a=p_WRKN=N5C>7*4#Bl&DY=k5pTlr6F0|Fn>gu@?eXzgJvFE90 z_1{ll`(r+Xop|FgI`_k}C)IM%!6CuZu&}MpzF9Q2uA=*|qpLHs>`xw`dwP1Zto}Fo zL~&_pmQMe73abLLu}R9&fsQn zO|Ml{>rN>nvy4J6vZ<+w$E=sg@=xP-%T4bOKfX2=eCIXo)|5B=@5hd7*kQ%G^~|a# z8Yo8Nq8m^{%7+&o!kJ^Ty(;E|E4SiSBK5doFYdv&ZFmWEJo_==M*Co z{sBJ3daP zs@mO<7KnkpSU2ZaQZ0lw-yV!dDdNF1wh<&8?C0mF+vLIPb@T(jR6Fw1>wBi3Ua9o< z^`W7TfBjlq?25cdK)~gwY7h|^c9bYvI zkekYNaw=L0RK@6?a#MXVr2W)_pK4voN1=Lp(VdEt1&z&A6?G8@r!AWH4v+O`j>2)P z{QUfRs0V^VkagZow)*=QFysF>c8jaoW-c|TJ#za`sAG3%$O?2W_a!)<{4~ErCql`W z_GWT#XlRJ?=HpB49UZ(5^AdMtAX1Sp%`VN|$Gs@};R(37y1)DUP`9`cDRC&iYH@mNBoXW?~}7*AGx{ZuL^0RF&VjD`zR;GLu2 zPfcCn;^KnR7L<}gVQ6@K{RT0y7H{7KT21?`x~?quMfpDUsXLb#8J*OA>riRk38JUJ zaRWz4Na&Ct7?wo&2^0 z-*1e|$e2-G#?~yo7!+`P?6Lgq8md)!zc(dMEqw-Lb7o`~)G;0T5unv5l zaPiTcw`k>Ct+!d%E?v~YfF=m?b zP`k5s~?&C8qDx=VI4kc`0Gdqef@dCuMR)TB+WoLD)ugccN)ghfq+#x_+m`fe%Rv zUf8xp&|2?8{u~C9LfcuKH1%0E4Zq%%k@<#fvz&<~Mw)VnevQ?X5EYz>szeiR#$-15 zTWGF48eg&BO|$Im9<^LUb0ixUMm$^$D8_F#B1Ad3xjnuIC^45!h9#j5;^Mt{>o6dJ zE!9#ER&`Akvu~C;qd$*0h>7(={za40UYxNGWJJY1inp8T8HMi5&6>bMlKqPz)fv<; z#J8i_zHDZyOydv6)fY8jyi6Ro@-M7pOZ3C;Re9@9DwsEpC$ClfcZ0Qf|HYDM5~_@` zS8TUgZP;!YU`kfFlfqdV{};pN_hZG|Pu{_O(Lb>fmsC=ToGeXDSd9Ok9f23B_}2_E zWSZd;iex;+CZ}LG`=7#16jx#q(p^eZ#)1{I{Zc!1Cxb0#XOlUhkBFMudfTC&Sy1rv znkxdN)$y-ilz7CNeShi>$%}q<%N(`!EhG@N)ZsegI?`@FiFQ$U-nS5=kM`Eg41Yl0wp0mFRE zmc-cK7{~i_e$?uC{@XKh_2%<|(LaK=)0(eR0eMCK`MoN>HrsrMir)f7NJv<1_m%4Y zE9JKG)^l9-Hg?}+skN=N{UZ46*)v_A z=tlSLN5A&h>z!62MwZx;aEpqH>U~c5K9@a+yKUW2H#$_nq`U36f+|u8+`<0qLkQj5Q&p7S9LDIP+3j( zWt+zS=g6_iRdj=m!A(ONjIQI|rJPS^dp*eZ3%jf#TMCT>6B`?D5IqV-a8>NNM(i2U~p3J|qvm@c)z=On3fd-uJi-nq)?pt45e5o<82|Br3 ze+ONE>CwLRdv|vi`Ly_ign}M)bo7tKTI^F4q`VfCISjlP_@005a6K{h)wro-602a30B&h-6ux8TKAD^pYoj z43`SdO89#W&wp)ldxxs6I21gy9WOPY5cNKkDK~2VSfaz-v_GmOuc*j2VF-r_;v*p* z%gD$`x7APd@rP729UUD@LmwZJS)V)OxVDVdyUO;7!SnQ1J7%#v-!K$x224CE&eAtHm`*JTlz-AsL_kgR%VXZYoUe925<*9wSIIMWIn<&LL^ zwja`NVpDJ#qEH-$^+d=$K?gP1y|uU)L_jMnpOqC!!Tks>^Rv$t<>?0J>wc%-Z=v49 zbvi6|;=ITLP+T}_xfj@JEx~N)QDk!iuqFB*yX%a_8~eEdGz=6@%_Krnbo)ua??j3s zEj-(l`i!+luL_ck#%d;Xa_8r#_E3D~eF@0940RcN@gWl+ z?XqHJ%WgNdpg1<<;)2Wj675XD<_Z((|g%CFLy<`};vy1}_9{ ztJoT30rm65mt$B3H|G@+DNLQrKf++lEtX~4h<%l?R3=PETx=mS_KMLU3$JZR>nfDb zTq?&BQz9CgOWfSt&?B`C4-+w{Z8)aesyXA3sZPsE`(Lh>Di7ynhH;oz zmnr7q>QJV|R8>KjvvrL=hhEi%EZ@U4PU#RhGEnTE!_kl|pP=v-V`0JK<>kE%{aZ4J zUXb(ZP>%cdteh#|&6^|T#^N&#&OOUQ8u#zVrKd;0&d(>@6KiuG77ZO1JAI?;`7-_e zPPAu~oT;17$ne{kn3zFRw!t{2yZPVYU+J{=lVP`S-J*a6ZU@?n?ON?9oa;FYae%Zh zU%u?>zS7bn?7A_J9Bx-5fJabR=OJX#)hafS-l$fxb0r}wi<|k*#zc7xkUmqK zsOO{BU;Qb2LqIY`lor;Tvw~;Ud!X2h$@~*@?~h&GEd;zO?m}^1O42dn^?D;4Np3M+ zeFJKKY-VPZ_t6i9g9XgC`fr8_EGj&YIxjA-t}gAbe;Qq4ez0Q$2d}bcC`0HeoLb2u zO~sgTNJYSXg{r=mHZ!|M8WB|R8J4yq01aaYj$;BSa7pyA-)goTHrsa2%6k7a%V5&}}DySqDJ zEq#6BxYX1zNSIQjvSGPlKvFS?iqgVWbGmP7X#p#e-#9j$B~F;BicOIc??0F&?5a5J z=ISa7KVlQlx3G;1Xsj={>QfVmY z=(ublW*R&BltT~_iWwm&=p%Af2K17;?rb+Pon7+yb9OXRVItkw34Nd0O)FW+@LVf4 z_IpnaU3Xu&0z7GP!X&FYP&C6)EDSELVFLhC?5N3>q(vcPT|7Vk5Sp1UvnHBs&}k#U za`YUk=~f2+|CnV#CZMBeV$(x zr~CTOmE8?Z5Z-(9b7{x*EFW}r(n|X|F&|itR6$$)G}H3_$HOn9pu|zY_5pZk_ug&} zML;!6PydQj-tZxuorTR!>k&^Q|1(#h_85Ui06^T*(qi%Tod9gWGaySS*ayrNN0M%~ zwY8CF-no5SSCK|WR#wmDdFhp8-3`b0w~V?>Ss|OQUbc=DllIp+ zQDqvnDCa-tzL6XL36&7F*}(W7669$-sCPh1OG`uH{z#l_bhi(uz=0$lSvTv22iX6e zim7gc6LWlgJPKuJXLlQF*sr5)d;V?!^-9Sck`EtdyHtws^OHiUX@_F2lxdu!_8v&X z)dM2fNB6%-OL6ZM^vOWjcjLPxd_77{5$r3Q5s79)%<+q1Mke*BOJ+UKhO??7Zz zMn*w)ojf+ASS5B z1}=6Tk!#6^lNANl6J-lWbN(rZN~h1Sw8$xOpHt9MP*WSMhhs<*?R>a7EYGeDZIfA@ z79lhzf(#Kz^H$no?lYQbW#JNZ5(o&D0Z1v0-cUnUd2)-cjY{}VT#36`b8E3B2l&cIzmIoE&wuw*55SoVgoH7VVjADQOHSwK*JHnfU|cUXi* zz+$dN6g3a0>~97C{v98n?FCFs6Toa?(a~}pA^4RxQ+za{UZenj$+PmHGg$jl#|X~ zL%+JPb2nrc0QW?$Gi6IluCrz`bb2&Uy0B19Kl|C&;G7in0B$$CUsM;+bO{(vlWH%t z8@OeH^o+$eL9C1h<((L|xQt`G^(6`t>0FJ|*YHt)bG(^u`Z{b`*Dngq>elmLO7D)@ z68b)r(V-r?#GONOAy0Dl{Fe5l|Ed}B>TuSrcb~jYey#|<_(B5&j^^t>qXkMyZgzM1 zfd8ZcA~R1eip}wPNeMgPs8Ha_^b?6TKjvVFo$cSBY4yJfta-h|0{Z#!5~1Nc7aT}U z$53KM3X~`;eJm_kU#Vv5FZzU>arA4T4?2)NEqX~wwjNAj#KYEl0M$B8*^P{C*qY;= zVqTT;5}>t$kPndBIV;D=05>Kv#9%BFeuyb)kAJIGxa|Lmh`9)X$ zAJ*})IRk-ZRLppnDm8(d;=g(|i|>{#XH%+WDV?a7{1-&^0Svi&e!AT;JUqP7!08AO z%ChnPYt@UmxP0Cp-UnhVtgJA9E%JfyS3_)f?m|hev0N{^`D94`3lIc+?^10_p$++c z_{F~7?K>58(Lils)ac`@lNRs-K{4tkB^5L{^gs)#m~itwpfqGpQ2budC^r(Vwx6Q| zBqsOh5hH{X2IPDAzefPZjsd3aZ2SLd9P_lFZPHtG1~QOR)Qca9Du~`iK({E|Umi5V zE*DL^pWkqM4*j<9tVW2b09901kKQJ97M-`|e3-s-8#PTXZ}MrroX~YKG;fhZ=~i3B zjon*;9y;Ll>n8;-v!EQkLRvz32%?;y{K976w13Ru$;b#q8Ii_vE=$3B-t7&3=zyR5 z&J=JeMeWP`adm==LEja%6!af$@U+bT9Y6(gFBWSQL1L(aT5H!jt9dfA+8c<&7 z0$&{7jvZJTtp%l|t4F}%4$ zqIS6vCo?{kpiLMc&orAi)TE@(Ag8xaOz3Rf-Tk#$Zu%jW*J8G*L5tVJ)6-<3Js2rM z0YPM}Y)QqsMRXl47f()-Z?SzC7`Q2fjRH~~VGSOyvMMn;K~Jb#@i4Hu*c^6u^6irt zS@w(2PcbnQaQH@rl$Se1_tU2g6m&1TZj7}($@0~{u?oaWF_G5;$0DiiU|3YA?8bkFg~q*XAxgBv$C>cnC?bDgf4Jx ztmraGwYF|{9em8mf)}}jKhJbIE4>)i@89vM)eT4PkD3`@E}AAB?wL_Ugl2tx9d@2b zR{hs-JYLUuoMJ)y-|ntJDJ5N*iqh-otNTcyIuiE7_3hAZ!+INH|Y{ z#*L&N-s?g_Q_D0GZAXi{OFe_9)&PY%%K=o13E?8vO)BW>UJlC6bR3zJ;tDNz2||e2&3kRN1=*r zbj!Cg9@YqiaJre1k%8zM8F$Q(L5}KN%Aq2D$YikxSGA6!!F_`93 z3a9I+L^6*8M{==F`O9is+oJ5}&oAY@`+3#xm?4@@G(yPvTeeaP*UrHKXL1JXz(kR7 zgUdRJlao{aS*2-Dx+sD<;HFXzhhK_XC+Je$va_kqdim1GMj4Jy)FG%+79%qu3Sqg< zlcUg|g+rE6^u-l+|M47W(eZr zGPL%m_&Jl6}L;LS4gdZ@XW}}EI7Kw!Ep&lSyor0Qf=$~w~fB1 zhjPPEDP{`Q-8|2rJEpwj_GZjJ8@A&Z{%>Jv>HaIvOG|iocyHGzJIIs})l0h=mY`6- zR{@<*aeG^f*5Uv?-no7{AgqvsKbKt3i+S0L*$H#tbW00!D2Uwl6VpfL6Fw)b!MgPs z1ZX0;%VleFWY$DYU<4RGAE<_)=1jKu-a*ZSI>#1Wp+nW!T_^i72+*GzRTET;E@cdZ(Xxt*ovZ_ypFzyP@CD zCN6%ptgP&D%+01=DTpCX{(1 z8R=#@F(P!rC*p$nCuESM$>2dhKH;w%c19IdK9wbb4FZ^(Ni*T&a+i#KRw7t;arfByP8ys!rPhBm^GE+&sS?_IJ6mxgicEw8+tBrOMkdrISMXzX$c9`ORtR^mj3Ib1@bDK#+iB@ctaH2MjQt^&7a&`XwwOqj z7DB`*u`|OB?*f`jx-BRsW~4uY@&21i#r90Y(;hnSOGxV!0Bzko^bB>yGA~}dpay)z z@*Qb-3Iqd<8r?Wugfm^vNAm8boX$X?2!zn1a3*l$u>~Y@n>HrqSs1GXlCmY^1u^Qz z2#JdP0%UBleirLhp;+Z9T@+fv6mGRhWThvwby?T=4cFY&y|TQF6ip4MA>in^n|6YxJU9;K+b~29Crw8cb3hqFnz377 zoZCo%BTu060BZ#iaP>DE;vYju$o0Jhkob0z4Qeuj~DmR)9I zb*)71!l-ymg?Gx!c;n8p$t6ZnWeOBLLXU2GF=qrfmi_!SQ_%x944j{PdzFq$atIp_ zao+$4#{lLip%);G`Y3g~}8so1fJiO&F5 zQayNMJCcjp4Ic<>4?3&7JkqZK%fTNM6ofEfAlyBIh3ozBK?Y6>Xb~X*SSD9oQ@S?B zOH^2-E-7)A!alPyXcbmi+N*Cj?GX^riLm;T&w0P|zhpAMMu!N!cdq8Nv}4ug=i zoST@a>)bZEFLpeSk(ZyH1Cn~vpYv0Xl_VWN%4YAJR}q>&3_5jsCMIBLY2G6Vk(oqV zN~*$RcTr>b1fr}Oc)ZD_V0Loc9?CK&wrbD4#~(6;J}pi_Mq94n`+*@84qhUSi$P)6 zJP)kCDadGQp9E3qd0~PA$ChJL5LLo>D-)MiLwbbwfX!YM*Ue-XhS5Y2 znjUsVkQH?6kC1cdqOM=Rj#y-%4+oFlWP|hTL{#M%q!}QF*&a-aIxUCwbxHtvRrzF? z&Sti0ie;CAkK?W8XxG9|c+KNe-nD~Y8Ur`U#=#JWG`$EQ64L>8@-ej>(qH8cE5RWK zd)bHRy`MkZb&P$3`x36dpxxZuj5PK?Ba0C|q$Ig~IY+ys5~MDh$%>pwUAQKn{gJzr z;(kq2o&)U_lKd#7VLsZPt2_2^RtP~j96~yg_ph`3a8VZt345TH+dJ7n%5t24k7k)9 zr68kTU6>VG#A|+{3~i2p?)6wSrJIp58I#N zIJmlUIvN5?ursQ}odf+!*Gp>%YA&OuFyJLqMLzfS;V{WPmjE&VVaDE01_qI6hEVk5 z56B4>1APL*G&*lpL^G;BqyvtTb%(qeU#8R#t4#Bg}7a$Hc}GRfCCU z^bsq2uv8$pua+Q}A-M=T>yN+~A*Qeg?_2t8Z+~17D5Da@<`o zb0*-1pFmi}rJsVxNeZB(Fm_Lq6gY>93Le-lfC>#5kAt?Xv)xe+;-y^n~$uc4)Fon|=))9`f8IOluf_Yj=xS zJ!j^Ru^#;ddp5bXws^|)w1|shL(rk6i9-#aWc=@6w#VMnKOXb55cK{)>?(Jw&H6~* z7}OD<5PcTF``8c|KqAF5Ot1k)#hoq)?&#_-4{S;%Y^OSsRz9nBaB>bU-BkN) zjnR}bGNOajkCkn;4>%V>?lYfhz?KKlFGW>9`FpiC5u;7qcq#|$e2#jybH91DN@Rtw zNvzfv3X>>lqRmfOxo;NrDQ_ZIrwM_CT|K=q=Yx2Idlzne3aI{qB;9pPVg)BbNCL%? zeL?;nR!-1ikWA;#1-!L*Aa(n#8^$xtXY{p3)bE3g;yyq6$1P41qmOni7){{K!+XV2 zm{CR*h-b&V-7Jvzo-4sS7Gs&s=hP15rKf2x7iNh}qD~hio3)eTd00FD@umxrXJX0M zdE(^OXAeLCut3C($rf^_aQFjV_Yy> zQEcER^nWHmAZhqD*-e3x^nY&X?uH7z_$SDV!Uc-ho?_hX#Bob~6l1-k?6F;DlDxCU z$}TGJ!sb61XkWjiAxh0u?I?cD<5r#Z|LbZf|8IxZK^JIh`c_&&&)5SmU*GulB-{F@ zZ1sodRj@;gR{}l;_{r~EeIvqoD)o<1D(>vR+tSW8nnYDt?S&Z71PoiULk!DhlCuLM z`p^?LR$k{BjAB;zzQecX-n~AKBcr?IC;t=IsSq;tKXU-REl75{RPnQHuvq^3|9Jq5 zb2Njn{!>;@g1ToHZgXTcRR=u_{2e{+%QpKY3o(Z=jFM!S#+ z-mA!E8#0%zFlCt}d1ecGibPnOR1TgzKO?qx%$awcPee;r6?d#cDgub|$8f48&B$Vq zGX3|fiZBx^to72G)i>HBPbylz#3qZoGGzBSEf^?B;ceosgDo(+V{cGJvMztmBH4Ft zqhYc61+vKb<2V(PW=Wy{yj8J}7j3Kq=111=wBcW`_3v3fbYx*H=Acr?ZZHbuXhv^P zCfCiEv?F=P{6ON`3&5$D zeRX$S^?w7AEtD0#Z$ZMY7#6&QG#Hnv8L>SV;<77~g9=OfON0flzt@;J)J|cQI6LgE z6&GFR;@vOW{J z$oL7ww&EB0SCQICA48Q(ZwT>gP?b2;njzw;q%MvB*B6CQ4}ZgHu< zBsAJ&VpPJ(4X|OL0G7h(nIT-2G%0bmN5GHp)rFK77UP=eW?^M>1Pf88jE%MBQRptp z|6W*^Vk3U~%bvves46={hB#2DaxK|~F3Kt4O}b*h zrK8QdyBZ(@iY-R?}@(8mV** z{F-PA^zgN-;F-Fy%mnzTOh@WEG~XKIED;vzzE{7-59LW36>HtcacKXFMN9l+j-p@R z)t2<(_`e3qsh1)I@{v{Uqy&L14LroL%cK_zhDQz%QIzghk{XBom=OTx?s%9RD^ky4mv72OS zH}xJ;=Z2B%xqlQ`N8czJEk)j|`#V-9@xmN+gPp(~6E!4goh-nJ&;>fM!;cvu&_o&7 z+3{d_0gM9{qxm>NPoE-98QAL{&c6=?$61BN?8lF4KERM7?HLee*bRmR>ZBlf1S58M zt8rY!8wDIKqFsSsG5NL*^gz4wl6_IL(3b%9^%On}aYd)zapwX%TL14Fp6kG|fWIAl zd$?T2EzdzSUIHLT^rtm^6l@pZ@2lk-ESlJKTpwjdJRkMIQrgWng^!JCTGZ$tA0KCH zm1uhaH0A}bCL+1aRKk=8jkq5T$oXA>(~yo0oXBI~MgswOZKC`tLY9I^-|?mKr+=U| zKUIdPH#y?&gkMJN@d$7sl||keIw(qh3!-mBnUUGq*-n{DaLdOa+&DrD1v4@X+}wmJ z>HLy0bfP@Y-;|%ziBj>Ueb^F7etu&R06nkA&OAw0%D_s!*Fo{V5O7}+BddQ}|D16H z17N9jDH+JFHbhE=-jxAJM6ihT4h@AgHr}BUuzF_H>}4`msGcg~$p=VI>s3QuUS5>Z z9N=1L@A6koA3gf`*S^Ua!5B>=6a*fgdFTY?<>dpQ!b20v4e;jSdQ1`AfGGqFxQXP# zO%Yq#jPvk9ZyXbO&mx2v($9ew!h6!x&?%`7y&huT(te|h24?%n81_NL+yJe)R5^D8 z-6Orr*ySz1*xa^fqX0g?H8tnE0ye`yL&ZtPHy#F9V=z-3`T>;i3bc6 z!5=<+(CA6Jg-+IObF!Ha)z54~6N!`Bhb0s=)NCQ*OExlNDY(rWfnq9Df6MnC=0i+H6`6q}J@xY&gFqkt)igF&8s4;bwL^B@+OFA>`= zG^~LCNB6)*b>&L3dBsymFhE!5^?>Z)u=h;`1a=f_eWM@5yT|bk1L9d3Y5F$P>|HmO zFX`!Xb}#`03Ibjq=H{+~t{V(~G?@BxSXGtGy93S4KT%!TvR`l^u zh9#*tP>sk~1*ls{f>T#l?;Rel`-;boQJ`V@Q`8Dh2;?G!Y3c0lW)u`8muSO{g1!bh zl)y68vU*lL>cY)43j^I+*lp_~a3zo{6|$QDU*=rJ7Q9EDVZ`QMQ9wF8lgmRx0VQAA znUAKnBlNZo5%&Dg4pK%;!PtRljG)I|tkDPU!cLz30(ASk%L(@o#s~-*$s*_11qEp; zREavOssxa&toEHt!6pEPIa(M*WMpE>8MlHz;G?vc0J#sA>+xz-OiT|fdz9ZH=7kGL zPVDXNl>jppcq628-a{tM`Lqs=b`!2=6rA$j!H1*SVJ-zB3K+Rm66_mrx}l~?+^EP3 zFYS{-YfGzx!oj$qpT_f1xM5zq!>)c|0*_7S9<{8lC}PMbc!F3^DJH;s_w?4R2L_OB z+=7C_!c?$c-5?n_fI>*JI<|R`%3~6g$j{nz6BO|-i_dS;Ms(FliOI-6>NGMijqFUQ8A>eR()Sq~ReAqr3HXC8lAT8#AC-4}oOvF@F zR^u6v_&S3y@pfSO$dw{y8r=y&WNHHgG&%}8ocG9&zyX_qw!zVgQv1t5bU+$}=AR>pHfT|%aq5HBn0Jt$liz@$RsST-gU zLnHJkksle$1eX;3VEO;26`6U+6RJg|@u$o??jLJy4J`d(X~=1HfPet~`u?wsX7ELK zkvNeJ0`YnIx@sq6W5jd`M*at0s;@tpKxdE8Z23uy|26Li!!VN`zdvND{0VFnqDO1( zitT;4IXWx=RudoKD-h1JfX@OvFQDENL-&3GK#?82@}P>yNI>7SIN9FJ4%?_~d}hf(DdA!XbbY+iK%<;8GPu zag}*Fw9Lws2jEyo!C_FK7=T#Of7L0YKtOXl;B%=#9-_Rh#DHA;94aart9MZ@$c*z* zw`Sj8z9(YhwgoF&X+6PZ`3HQhYmj8amu`Xsv+Tj0{DJ~B6f)n7Pc5iRV_@Fb+xtH8 z#{HcijoazJ4X=z^)ll+2x&V{~PWJrb4yd9F+xA{*+4L7-b=d#oGH(6_RzS zk*`0&d6Ud#VPHB{Wv&ai7!YKpZ)ivZBC6ryG4S1a5WT7x$Myg}VB z>|4S?+(;A_1f3eZjVangBH*1G4fec`?9Jq)?*5Oj)UZ$~bbp|NJXcIgs?i()nFiRG ztCs#i*|Ti_n%F#`6tqd*7ySaPH?;dHx>Xi1a)JPffFKerNJMwQ6{2lp2(-dG_ie6H zA}TP7_?;c-L@t$cAS8%pa8XrY{Qzpyo!T=tZeSKmX8bulZY*8{Aj@9jpY%IbR>2M= z`xcpwmmkD)w<{%>jvG>4uY(TK_+H_InZc`SvRX1ljMw+1!ODJbA#+ngQYf`*X5|Y= z>?GVjsD{1(Jd8vJ4Is|JSjAd$es*e#n6LaiJnB_`jM0hviGXRk|gM2oY7#WDb%#WBpS|_R96(BX1uIL5yXl( zXuy%Qxna?170)oS%4eyDmT`d=SR#|fD9*J%JMJa%SXQh07j0>RL^CPo^%L%vxQ=G$ zBE1Vi!A`U;3Z{Qz)cdFm2Ce&K=Og$534%Zy*`t*PE^nYsxxe3)l});>&6Ps^pyC|% zV9SePIvI4Kr@-IKpBDJi9&XQZ+Y(aoUj(B(yXy}y52{X!dF``mvTbfWektNf;^^o& z+EQR1QJfC6to#?N8Y)1qNnU5O0D?Jg7O7oSr{hoL`wTks2H|%WAmP>FAhI zmbAXJKUp~jwR%Up2cm~S&u$kZcm)F{23Bq}06n0$(e$uM>KiS8x{$dno1pNDvg{l{ zMpFM&;so&31>ZpvGXY9cdvLWdqKuC9yJ*qHzjd4~w5nx-xm2I`_isQP*f7UrQRLij z#+TPURZtoN6P;CIEQDc=7uN)U3RuWz7f`bVCv_oPKbdCO#H)o6VRCl?oZgQs5*|LQu!xo3M)K2exqy`=a)Z}QX0m1mgyPrD0h@tI1~5dJcBadVU1 z*0|Yg{4vD|{;H_+x94M~@9Frdmi!IL1n-t^;9Af8bpt8U904D%^d-b~sRU1{h2Z~e z%ba?cOWWJ_ESdP$rR zNLhIm6;9V#0HOw(uRb`;0%Kk=2;RD+7YI3o?qcPAchLcSg?%<*%9;hscvjb}J~`ee zd-`SLcK*il#|UBXP_5F2wVJh5C(H!K7D@Tv3LX~D1EM-Dk$1RmT?r7)%xXL6_RVoE zGw+bM7NqdTme8Ei)EA|DoNTz1u57J8hf(vuR!6+`8l?IzP?%6Cc_pO|=z}U?49vqr zcVf52ey#;+PEqsVF!cCdGl7hIwRIKz^uI)vtb!f@?gK5aOSQ?du>ml&qj(x}a2)y0 z=cKCoE0_#X67V>Mmh)fMG`Ag45YV9J?CkAH%gbM6QOyVgr;kp!6A0jjJR5rIqZ12I zbL37DQ}N(c8k*;jolylTl6+4Ao z!oo-5*WY9UE~bE^1kU*)*&a9y3N9N#`GLt4Jt_)`tJ1?S62fU-%8fB9l}o%b3iJtN zf6W#dY4j9`?X^TF%pby=elg399`xVgK{uOq6rly51WM#k%y4H|= z`6U@@@p4@8VesE0*3+Wu9@s(0pUVo$F9h+SnjvccfNReVVr_&ptKdFaX5315dbHgG zuh^Y5jX@AsA=rpGjTOTIy)fB=0X7%f>m;Yyh<(V7Qbf4t!7v6K^7^G$|8hOJDPZnU z{uGj6H)8z8#3Pr0ToV-)9xkb@dNt~~@iGd4 z+3N>xz@%s4wxs7Or!W`%b)oe&(A;fn{FtKn{41?DtA(MTW$bx%`2Znw3jp!zPTY*{ z@0Kl>3>{NLRD)@+&6Yz?u9smu+fjuf53=2h>Bwkk$dt&4JU8c0t=ZU1}w(ox}oUm2q%p#rT^D}%T^90!kuq?AJ8z!xQTNkt`?))=wBhf);&MQ=FAsz}A(uYtUDVb^bpnkvT`GJ(GdXa#7F%DqKd4tS@Wq*qMxyf_2-UwVbM!5a%bLlv=po@3JB0clfdgT* zpBfeqQ4$UJZod<-{!A%AbPgU8A|fKSbw}MjBMQIPRIl=ZoAx6z+MeRlu&@~Gt`fh= zBr;96(07B8^5nJp8RHTuTH$G^gN>1Jr2OX<^#f5hrPW#8Oa zZAyHQR*zV1M`3P(h?X{rQ0y25?FN_Y76_hyiJ&a;R^6qATqDmFGNcP<*M7rV!&Ogz z@wVUZ+YmVwJ||9*FTz^(hVCE(Wq;riHKxGQ0jz;r0n9`U&&#Q@FuI%g;zcBke<_sQ z1g*CcGQcBu0cwq+h`9&I#50&Qr&%pgq%*Y5c3*|T24v{91&!xzx2;rLqW};X^XL1n zXUV9lwu$G179WWio~Fg6OU|C)c1&5L zEhvmU+PEq;$GjiB^o)#V-+lrOo)x7e;Wa}{O(!Tl6;OHdTj8cK%fKk#m=Z<*tofOun-=Gk&6-(Q)It>Ewi^n4Q4JP<|loUkp_O4VDLx z4UT8OT)}%`0uD&sDl;5F=4L+$;9)jrRPcwP@ugZ|(2*CC0U zF{Z{nC-q+|*e|eL+6poDWGp5@hI_!Kj10r0vb9S9e4D({dy9n(@pb#cql*yQm(F)z zJ@T9FY?Dy>E&J#zHy@)=iHgjAzt*oK4o$hU%P{R24ByU%k+Omz3aG5`4TV!MvCz@c z0kb0+N?%&-|f4JTxt5mIZaLxt`-}YCj{5cA;mGu3>Nx+0vMHf^g6HF!1lHPBNdpmtv z$-Cb#;3D6Qb*t?i*`N?;%rmXrKTc{xS)FUupPAu<=uxN$8IK$>;XS9mMF6zXO}5sb zV4Bm*xXoG&l6$JCw;;I0p21;VfYm{v)?9>AfTl~M=lJwA z#oEq*_yQVYxPX?bpa+?nhvGAvyF|@z@vwRhTs4tYjfZO^($nymju6EHw)@Q<2KS3J z5e5WWC+uu`v??Irkmo<;F8TWU7T6YO-~hcgB0ICZY?k1xOSK2IQ2rS(4OhO_*b#mc z+YVTv=z`hs2=I_7QS<;8h?qxGPBzV~LssG8L{)2)!BQqJadTtVU{X%{_SVIyWBA_R zo&gOdLoAPr;dCEa!^;QN}GsUywZcK4@Y#r!}VgS!R|nBN4tQ~2=GmlGWw7zVXAfeD|)#aV25?X~J0 z7NoXj8tzXU*Vj5&fB1cyq#uM)Q*Iqj2TOE>cos~R9w7*#WFGl} z8ebHGhZ9*>{{bsRWOQU?B)cPlv)}p2le}+Z<3-BqGBOvycg1y(hA1t_zzfWvPY%Uh zX}!1NnH4!?QsN1eHN>vzh$C`Z!x&>p30UuM(S~;@-7n4=h5D;5I|B9B1*yO9k;&GY zb!DnaJ?rtv#S7&=M_sDAoIcla*g6nC z9H!Our~P-kCNORS%E$=XI=EfqBQo(j@= zZ}Hwp14)D_IEB#FG`HrO#{=cA(=+${JeQR*yYfF}cHmn#L2j)eVWvh|wy!>=VJQb;(mxK0 zkUn(mo=&v!+cgg|N4kdxW=&$FJU!3$UXt57Y=!M<3jluT_&Y@a&zM^PzL9gn5J=~C zP=U};Fl-6W`hfwxF;f6I1-1bC^T=3|WQi^y!VAbU3Hy^U2l`aU$g|*sGfY0`+{+R} z9{3OtH2wRVm#85$dWAN_?*o&sOC-d{?;tJRDe^drQ-N~aM~@!yz~syg;uR3r=KM}e zKa}vY#hV1NfHsAAg1{uCC<-j?%~3aKW01$IWg^3X5<-eZG$BLgp(I67DDx1NBFT_h zBr+upLdHU-L=!TU3?*|EGF3#T6e2upyU#h_^Lu@N&-2IQb^meh`xrj&{oec9*R`&- z)|I64#H)INnC${^<|d(bFI?hT?7Any;K9R9MI7CnAuL-Bx@vk>ZBJWAuE}B}h)R>L2#t zbPb>D7hbp*^TD)g?#m0FP`4C_uj=l!LT) z%cSbmaRQ3DGsZS?^6d`UMoSqh?@vH$f|j$0uV`EWgBNYtL8zn9X{9Xyj^yBd4E;N5 zrJD{Y!e)ddByw6k9u@-@B3R+Fa+lc2q<&s$+lGo1CNesoe1SLVtoKDW!Ur7d)3(uo zL2#=##MELP&X{CJ^T=(#E?jU5OI=5fZuw|g2jXMeJ%4m9 zaIMDGI&0pWhm%;cftXIb8_*$?$Q0(d8)$*P*t*Rh8vNqc<9>hr;eD_gS6hudkA4`3 zsmR$(f!>>Q8z94P3;_tBxzu2KH%!Ud*OHLZ4Ke3t-)@@^BrQZc0q)WWVHH>_eC9U5f&g^=2kxiVKo4O`t`A!V8JUT!iwNw zgE<$n<8r8xg+?3DKLro)dD|4~2@d3LQPZFwpDLhoLth5#LLa0?MFB$aie+1g#iU2B zS*h6X@02W`BVS-u#VVk5V(yRL!=n;^;irN=a#X@b@sCjLrr+;H0}QFit z1FBv{1a6}k(ymbtNY7&IrOufp&qkZ>x5W%gxJK0SR<&*fe!sleFXjTJX0P%2mo4a z0?op;HhO!5+Tj9#l#yfZ~4!dF-P;|Ik1 zdrUM84g9-jLL583e8S(iIiG1CIP%j3T^cxcijE?PCLsso5?K0lI*$~#+a~`2V&31= z5JaoG{e|H8w{J(YPkbPa3~Y_ngNji0L+m8zt&A?tY8(tLP~UMjo&U}{lXS1SeW$D} zH;|!`2Sk=r2>=dv5{|8+ zB@zXZ@iED|`g%4*_bodddPSkXZmK$d1P?Fw#$eGX=P0y%$l1TQa8)0XVz;aVvW7?4 zAkC}fI(*|oQ<*3_U}ruR)}Aq)t`vE$QlWY2G?d=!Mp*(ZTF+JRxvYJQ+;kGXlm185 z{OXX=ww{tEHV4>^9K0j&iUW?DaX_0WYf(*^eY&^ZQtdgQ`=pld?|k0l(-f+u32}HI zLc4zWxgeBLWrN2`m)hPdn9M-8O4gNMCRX?p4VXG5W62FJu?BS3U#`LHLk!nM~ zD_Z`NwYM5Y6saXsT$g-wW+v3_2Yf;vc3x)+JQbWC3X=}<%4HG8fvxz#7UJ;$RyrIx z$N-Q%(lOOJ6L$$agE%C)Log#@($+sZ8V-zr=pvzaGr42VaAy!2ecYCoNNI#WbYU-Z zD|yLEo_OYm9TzKa4&)2W^)&BS*SAGviBvHz!BFc>R@2=w~(Yv7jZ4_cCu8KVZ#M2sLpnhi9fB6F!6s1s zp>bP9s=@V32z|ZgOLJ=}7DJ86a7WUh(>lHbk?wzyo>frG{#eiR(Fl!taA1O8zt#W; zn}|+8bWsK9k{vgLW+hna^l|_7BelK&;$l+^YhI;R?XD zy^x9!@3db_fN#J5!P~MzQ2rV>kHgmS#E}<8-j&OjX=N1@bk=eb^**x5TOJ4XIh8D$u?p90Qu1>2#iVR9(keg=bU{u+psF+mW6XNCyRaxRQ#^E?L1;);F51=x`_uqCn+>%+yj2g~aLTCw?ZETebw_tOs9X*Z zsfKM9SgagsFH2u-U~$iKX_WpWWOB00?{Vxym1Sz~pyXWv{_WrG>298@A!s2=db zp8V;;1x#2zSo2WDTafFZ#Ib^W+8x5lN!&OM{R$~Z4jL5%Rp~ntt5$KlER#%B1_S+T|;F{8)UG147Mqkh0?UcpUb8*V)NS+?lje zRk1^$nc5I4gzDxBR8hblx_^}5+U17!6jx|^HN4>bVE&|9yCWn$LD3@88Q&6%brAz2b7s3RvD1{9?BG9@}Va z{3%%M(0bR470mx8V1JR*^JRQi!BK{rx;~_|T^LZ{9*1^Zy%fVZLY;yP*i~QV{?C zu}J;m4x)9TD5&tl>EhBgEfWD-+W5p&13~}2Gsl;qDMORDzohj%VQe2=7Y)Yt^(Cx6)dj;$16;Or0K|F4P8O!YaQi~J#KTo<`-c(f)kE`ZIoQkmS-{Vl`poURT zKdha8jbMK75*3SI-@ihOS}Bt@Fq%Xq0}w-O{3aE+b9epOMX-w$|(i zgErl5SSXJ^Wm9M7XzI-NcW zJKEL9G;nUM!7@0U`UXuqlo7OO(@Ku({EL=-sn(N{_8Ht%!=ovC1UyI1eiA+pZw#U1 zdO}C?{M2f!djiC2=9kvcSIF$+-sDNQ0c$A2n!&vp9XdMDF9aPM?(SZR8bLTB2Z=Pg zW%fUf)Ip^~!2g$hmo@Q4p~K?+U{w z4h^8TsoGjk66+%#@|-gip?||yb!7L`6xTPpsJE_~={i5F=iocN>y9?f&a2`p_=o}? z30e9Aal}&mc6D=NITBF{1@SuIaHa;@D%alpg_lOn+qdFVB~Yr+Q=rT0NSP%f2=s?k zYXo*WSkS4iijJyUt!dz$LCc1|2Aa-EmU!@oxneXRwWQeE-DneMU0o6*qgVaVT-yby<4s zN~`=6iL!%jYu6xo`;g;1e31UX%*$bo6$k>FUjC_M`~GsL&&UPBthUHYiis^d36Ph* zcQg6Bq~h02Z`-I_5teNr{SS|O-5ei!??*q!9GpJ7O__#Jn>9Z;@@`^{`!@|=`;39h zcIRFSOiH17cKpZ1em^LP|<64-DY)t&>Vz zUi1*w?G6@eCXGETp1Wn80-xQ6nHdgaLz=laGl!vWSn{pxjR0~dJI=+(GIT|%;f>7I z@KgLEEBIi29Q6d7{Pd*raziWM&g`FVm5_o$@oSHICT1&j&gG4rvOju#Lz+LE&6iV2 z21F(kt=aK3X>PLikowctEcP49tbdNqEW~Ru zE*(~%D_{F({>w|hhRUXzruG1jkS9;CC*`+k9(<4UWI}`-u{mu8D--E-rw?^~65(A7PX+Jb)$uO^`A8b0|0}~ql zRyHjo6=fUu*^h!dQ+&yr!6lsL7`xvV76;afii+ZnW-h3Z-g>eA6NijN6{w&Ih@t;* zBm)%Rwm5-(23H9aeTb098z130`tRNfID2)lY3uyUHkYaor-Sm}EJS^8s=;$`R=@VA z0dwphd-tC;2s<$@2EPEIkT09fKq0RQhJ-ZK?NW})Se-%VsMx;DbJTUkqVn+-KT?d=0=Lf%>9okDne^pnr* zM6zZzUa!!uT`gbuf+H7T4PqPj)ZUl+2qB`7_$>TZ+oriZ7?gv^H zmCKLgdb;>4YBR5=80)S+B7%!+5L`%)F+9IS(@DG62Ay|46*RTeM{zw9i)w)H>HKTB zxQ_Po-RCd%m=b|B{i8@NNQKQ$9zWg%TSn7i_kSXAmWA9^m1b8Q2?ZR9-rpu!2mS=S zNaBb#W6H^R>?UiV$|JU>N%8w0Y8R`VxCerkja<-n-QF%(Y>DSXipGH83$-f6k93KD zeyL68cR`u!pnz0T;`o!TGIr&DRLvLvQIZA2qQq#=xqtA$t)6WEyf_0Ytnc${C)jSB zDlL7LL|CC|hc!H?k3BOu8GeI_h%o%+R%XZTrCl}J0zHSipxenmP6gY@9pDGk@nF_< zLZiN*8QMjD1Y@@lwyxYU)&#*eI91bC0;wR@CWdIVPs{wvqd!X!dnF!r`TFmJYYd!e z^)H{udkxpmvl&)sL!E5K^noL9tY0UTy8oPBiL9Qs#wpL|(vNXjh6g4Q@bc!PM)W%RI^qj8H$>VYM&4V-e#Qrm}eA%!e`Sl}I7HV*Jq?Dt!1hw$7;Q4>ny+95< zYdCcacuuR|XO0s8vhm>EP~KsC4R}H2G<|k{-bXU#@3eGkf4UKXe^`q| zqRPS1IhkwMYh*eGlH$>Ehyd`!t0=&fc?Mw_!H-;^fyrJUq$|73HdH?ZrrX~PtSHk^=*Z6YTf?y)zy&#)i5Dp zDSBb?{RBLVkv}Eu^ws_60c-YuWKua#i>)UC-*F{z_>SvI3x-fb@_h%n{oEd(2Onrt z7=3N|UTjX>Yi(NsjZIWv;yH%P^D{vyPa?yqH)U~S)=G?4YP4kGEe(Q}saw+693fq8 zWSYds4(v2ApWIO#>qcNlNCNwdB<1m=2>4KueEzzyjvym7GKk4K@x0r7ysK9E!Iz?< z{gzH@%?==7YZWg3C`XyR3cO_?d+4Qs8?^VUm#)y9eo&tZ-=i)&|U#=4jgw?5Ms|<{7f|2z@D3Z z&?6xJ=hM%S-wptzvz2crtX6n^-H_I}%f!Z31xmBi;$IJ(7(qF?b;#F%psM4?CWyHy z9L0ywqJRFa;oZB}DF28xBa8z!LibBJFHm_C!(754f?mjOa7#n`heo&@nUg-z>%q2D z(qIuq5IGO2V8Kv9SDmi(Wl}{idaDFxik<&^6Ic(K6hd4+`;o1Ngodiw*@>V-L`uVDScA8gzH|X;avBNwhRsnW8y)JrhFA}4t4>7m8E8p$dh}c z_wrW&?%e_3-1GI9FuH! zC3!D^`;K`w1Cllq3nMmV<>lq)>s@BXOtIfUZz2XlPgtXW2tvX@Bg%xkNwUsqQTJReNl^`gTu0(;Kq&)2o7BHx1F39kq}@9bOwr1=q~3@8SUd!5iW z^Zso}ytZ*T?5aUsgbf%Cahw@OZq?@DJKJ}~s#Gt_y59l-2jSCd=CM%7%pI?(`rWqs zSD-Lu#je}(TM>q?oKV_0%IvUo?C%Amh&WB_D!~qC4{6ccSe58$Ze9UbwF$tX{do17 zW{H2^1d~rr8efpNa2%&IGQi{soZ5Fj%C~kqCqdqDZ|N@s_PleZay!xPfb+1LSSHp# z)DtC!l=#&TU+(}ffCzoy3Az*;$5^y^k$-avPo#DrbIgOLzO$j%&5gx&6(y0(X}KbV z$}YK1D3noej|NE>_HoPhoed-kKo(nxkwvzH20SO*O}KYh$oy4YaFp46jPJ$~O*4+~ zUC(zB@CJi^;6hh1lv{xlTHaIUCE$m1-w%!lvi;Y1o~YZm8Id-AKl>WI(T~$Xt74Cs znD7uvI&n#=URYRw1A-1P9(BoE12~rZ4jsCccr4RE%Z+ZW>-c9yU`Y8!OHpKE#pw^M zxYHrAdFH#M1ZW_Akdry6RkkZ0p$k&Gx}ir{qQ@cNJg{Oo532NJ4@Q z9Ok^+Yhm&FwHo1pU6bAU&Y!<^*Q)se!vtOQy!~~pB)nCXy12dMGBg2*Vk^5pZG)e4eWR=5X+IXvnGqxP@tp;I`#V;UM zm;66qY#QXcNZ`LBE`SZjz0-zq5gn}a)eC4!7#mKf7r^b9Z)&iix@__HHvGb-A?gc& z(jmq3N3KZ`HTt*{m?r?z%vP2*NDXhpiS>q*ediMiqCX_67oI6Jv8~aTMjzTAZrK1h zvG7dG1((l61p`-^i0Z0qN=vZ%$QP9}MGuYK1=vJdAdKX@jhpc)TzuC*^(g=?1i0Hw0UmFO_GWX#b%duRfQQ1l_eHbdQ47JxW}L|&M0;z(=dLP-{SXEUAXK!oW_ujlwV(_$H5)W`Zm;}J`U>-XFV za1!~J$Ju?DxYPp+ESxp2nai2Wsu$_iG4!1KbJjR1$T3itl^9UNChVq}KVF;ER!xJc zeN2Ha6K{2QD!=6Lyz{uQQm{Roi6+a7Q$H)?m$)EIJ+mhw+$qEZoph?hB1fCk!$3N0 z@&J$eoO3gU0^VB_{)BBC#4j*FHTwi0bK6n*%xqjN4*Ja$(G2r*9Tqdlgd|&@qb-%_ zJ#CEckGZ+I7j9x(`Ilm7+1%Ui_(|%qHbyNtw-!1aaVRUyJ7;Hi|H4{X3b75d!LKpW zwKC!vhD!DN{*A`3@@*gtTnYB%@!?sZV?@$*F(totn`e3Fum77MRE{Z{^*c5P7I&SfbJxIzY>o_l+F z5t+GzvY1%bf$FmPvEt_TpRj7n_+>X7@xHCCZD>JabYvdAKDE>)3I(pDf#@;4XnhWo zeq#p(`0ODad@Ob}NR4zr_st_fE*sCrwXmZb_%0*+h_Uk2llrRoha z0g#t}(KVGQ?^-ve%yKp4)K(9^sKXw+BU&{~O8qqC?tVI~x+P_kBR#5gr(-dG2TB7L zSWXG?Zf1qhF9JH8UbPm>8kea8%Os76pk*s=?#~rIu$&Z)-T!#4fy6QaX&IC*rN)${* zxwl(TPzl)>nAA398i>Jg+~Cu;?;{VPiNme$pe!rfk@APF+W5%%%_1Uih9qa9h`e=4 za_J~uGCDEE6#zw!tS2-vz`1&H%H;Z0};6HQXq zfn_wGEZNtL!kW64PYSFBG(k!$QN*QTu&!=sRjZU@30ZgxKOi6z?CzamKoT!iT-mzMnCdZkDz zd61n3NHZUqfgUWfkH5UJdi3Mtz02boP@9W?Euk!%z^>KD;hktba_EjCnSqKznvMc5 zX=<>2@*NH!4V3zHNLN=ACR(HuO9)x$vm(8`tKVX|w+N(8DA*l*5k^F+g+)Yox`WPs zKfQ}@2EKM7DMq=m0>B8OUakcYz8#g=&IWx>MsN1A6Ek2g6%& z>7hQP`oDuiarq>743H>^4U+G(;F(%Yj5E=HU$%3GQU$CMf8t4x_j#jk<((GDLBIFA zCF3&8HZA5NoM|%h1DT>F5H$GavA}V`aXOBbIG$;_{aq=b)FqOBd#f|7LA*fpY+i(= z9I35uD~`c)J!-g;&_A`p?HnswTGjw4ST=FQJQL7~c@=#jFCr5I0CvhK=H+yw-3}<= z*0Mz-Qn0&xr#oC|{Pfuto82#=>!!1cHkF_5=4wrLvW(MLU|WvzcW1*9PICFdC_S!l z32NMui4s#5`!;M=D>N^$C$^!25V#y&W#dYuBajzv0a? z?JU@7p&26sZt29Yt(^h|$O5EKWgR!YE3|~R7l zJOoPvVd}Po#CdEVQh(s+Zu{W=ECVc8Iy5V*F^O$|j`%i4YJhMN&`c1yh}ekLdjJBM zduaFT9tIcDvvOP9kOFb65+=`0m?0MStw;+aI`D6sb5h_HScL>Hd~A=5FeE!*KhaZQ z@xXbU$ts+@FF-A-2nq*op8ftIhnI-N;fkOg2~&~*V#Zx>mCp&V2;qZQ`eAp8hf8MB zk0O(S7sWTH(b;?7HQ3GZ>V6G6Oc$TuHfutdL+VSL$!7rg800Iv;@4KQX1CHGg!UO7 z8F$en0x21!J?ZSUq(ZbXoFCqckxwaaHPYm{p0-Uw>4_1ZOJ$XU!OJT}G^+UkTEc*a ztcM3L8RSe#K4L`)uuEh-e*s1_kH9{EJT*5zKY+JQ2>YwntOU7Ho3j+>K zBz`;2F`EbRTU3nz?^@xr#x8nTk+ zMYsf>G4rhZ493iMz{w6p*CEw{{DE0OK%n@w^{mM{02vxFf3`d(&DHetj#1l(sxDLMZvkf~B#YM9*O!P& zKro=DVD<&Nx7>KW6(G~4JEJ6!AQnA9L0eNiz~qPkE}&Cy8T*i z6{ne}o7YZS8MBy}lvYg$V~F8*6v_A*GOB|@3=GQ&3A9O0yps1^i9gI4+Uoudz1bml+V>hsLl?v-^S8Em4utP^ z0!n)fA|0Z~5j{s&UC8fWkdne<4gaT8dUxKS2z z@tvQMAgDJEwb}6Pl<+_uAx3KQa^Pm56Pbg12g>jg&FV4?B|)=*^cxBt)&P)|kk1t& zBh_%IktJeXt2eA>00nKASPw2~p)j2-f9B?RMmGx^PgkEif4-n_^y^o{GeOtnf^9?L zQ}uSi+e(~Zt0Hi=zCL?$2|GGkKgwX|xh5G#M zyTBkr&04DO8j8SvZH8T@HiFI!!1@!kc z4Q>ii8y=`uC;%dOje7?*TA37PrCmf|8$uh?H-7^xPfU-rO3ym5W5$eE$?p3gT({aY z`n-&Z{?JBiPEl|m_m8v9uJ8NVeoB?>D$Q!T>iN&SFR+1V?R+vs^))OGZbc79{Z)z0 z)PT<9p~|G)2D#ssR%|9MXJosFSS*_8kpKOjyOP1jrI1t<8#P*;!P4*@?ut9f=V!YK6jX z4RI1_<$aYH`tlHvGGcJLe>n?;%eL@){a=s%t7H5A_%D~E9~$7G9E+I*QO*sY^;<5!MhsW{g6fdiH^y2hr3OzD&Z7w~D;N6u;$& zYQ7yLY5qN*IfpxgnZPk_>`&LUhUae@&j_}@mae^{bF?y&Q4~SVKKQuViH}Q&{+!J0 zX7*ikCo^Y!L3Fm2zh`+T1@R>rb*QcUXLh9d*C3rR zVcQf_yF9=$Ubg9d^g=4B3!yT?W}$GDw0~R8u*|qS-Iis0z71Lv@7{0UM5I}iUB0oB zp^lR!s2;$TPOr)f#Q2Tqiwrd-=f*`(#Xozuhp}YtM`LRM*ZJh_#z_TkvR`V>-2RV6 zP{n1c=(hMD>nZHf5*#0-8T>#EyZdenBlTF%(x8C1Q^LK8QG(;8= zg^l0j8!Q}!zUO|g+!CL^lY3LWU9bV_kcj8wBsuuvMkH3(kgwE9_h9N@`Y3SjbvYv2 zzv3XGmZdODMnyt;*6#xBXC2y)*Qb%0CVKtU z{?|Nq%yNg?H13Sm4-ik$6T0E>8Of|pr|qA=n1H;c`RpzS3x;*ic|_ZwTu>DOH|V~n_Kd!V933nD9LI4Uqj zMz+;Pp@)_X17qO`bBt)gz{X$ZXU=5n_LIc{nz}J|?mHw@#LETo?$)LE0PJ{TL$~C_ z-vEdV$aULjB*FtBsos0*ROAnZhv#CoyacI!9xcw zR+da2koEkPQEMF*N5moCWW-F&A(A9`s@%Q{)MM)nPnKn_xO4;rR{Du2eFP2Tyi~&p zP>?AgczA(w^%JX%{Qc&uLe!5_?`#)5?_@Y1x|-ck0U5sv$e7EBJ_3YYwRwp`D>&9B6HNB>Vetk5l>OK@^_ zes}5u!Lx}KRO!oKS{G4@xc_)meQmWi)ZGU)uN-@a%$eY6TRvl1`>?G<#;LclkmS=7 zh2=Q|yDT`85D$qoo<#~V12XaAhm`2w#PEQ&N1ZWnQd0I+!pGjM_~iW8{Uw-tcJW%) z1>D`chM!NszitEIsg7qL_7YM+^T{00`_pd<#KDaRmnm(M;GLh4)7<@0bsmIc;yT{E z2wym~RC>;r@e2v5sWuCWe?SD>7c{c0oplygE&J^AKu{C$Uewab zkBLTzVes~`*pLjZBcdF$5S;@{7f1pLkAMN5(?71l{(_L1YiesNAhshuhGY=csw&^m zyDuTUAWYj@k0VEpJc1znFIsAv{~wAC)l56jWa!%kMMX2z%-uYQO+D-*q~~~$9`eRk zYzc>RNK^MvY#)jpQeP5VL&Af=(ZskR(q;@ps|79P0X#Bz>rof3C{r-Ztfs%+R)=f= zgT4HsL#{i>Z62w7@rTjX2HkjBcEYa*WCxGsCrZx!w2v15;uyl z&l}x8C~cze+}SdE+~vU^r1?9%W+$v7F{v|k2f~h|%r`O_#l@Wd2yn8~zwRJ8ks!1LA+$xud|3w)4T9J6_>{gpWKoP;f{RMaJB94l16xv2i zq)2NJU>o6v;!5*}{or@kJL1ycpe_J{XAM?0Sm&^w=YsoE1Z)UXaXB@fDw0K07(f^C zs-*Z~z*8+PaaK{S(^Xk)BpU#O=)Zh9UB5DoIa)k}nTL;Me+J#ll?L=FA?5Mh=scZE z<)`ma;=c1t^)f@})H;t^x}KO&^O7*@V_l%r!v^a6Es8IQ0X?rDb5an}9&I zKgx@yMyAX&_RJx0_yikvD@UCXJ65x8AJ>Ssgi zQM%K&qOFaSWHN+F4~K>%qrQ-G`q=>o0i zGd~wx;bKW<^kP0~jG+LgqFjf$FgwUs`k+3^t4b+HW#8xc$xfvIhOB2F4n(KKfMaiK zJ#}59bg67plZpsih*_Yxocfe02hEh z@Pml;2{1f@ggxhJ1-qJ<=K%8ZKOsqmz5>36m3K)+dmcO|!v5a|Z^=)`W|Xgx3LYjUEIlcC#6=4&JKI#V!rKV@=8 z7DE&CX))TFjHyU_bA9mis=MH=acY7j7%FD-9o$KmWZUb0bvh=NPAk}^4rgPWFKbBM zn~z0YTCBI(d=GUlbixX|Kmh{&8ZL566aN?rG2b9fFPPBl8&8lwvk8Bul1g*(+mwOa z1xPwJ(H-OMxGfrrv1n0C0+(jie?IClz4GtFKE?iM_o|E2pJOhwCrQ{A{;61YX6*aQ}4UNz%&5g3X*WlsJ!yfTuOI=M(Nar06 zkcMukT&Bcbq#SnNTp_wA{0w@DrLU-&LL0A1UR`afK@+&?2k+A;e=2=GOD9lUH&!#j1ON8d!sm0-|n+#Wf2wQ=3W)f%!=u6_8J|} zoKu^G@$F6fl1BU!=y$5qY;<@L5xgR@$#zp(s-?gBt;X7XKOt?#8?O9sD!=KnvW93; z(KGzRYSd71v(H~2bv!)RruFm%&%X8x_!Hb+#wz-4>$$g{`h58j`F6JdeESP}sk1a) zqguyy4!e4AUa0X&eH(HKpJ-T!kK2H2Yh_}k@PzR??p4Cn|NarF7Y?Tcr6w+rhp6V# zq_H+q*-=sM7gF9!{QvQ#wM&{h4JS(~&YHYK))IcCyDC3C*>z$Y;0i?qdr+X`v!@ zeml^2@|DuG_lVzI1C{x$rr1>!-L)BR&%z~NITefr9dW5h)}Gk4HOb!ELPdkdg1ij! zl^Qn8z@xmx5}mgK{dlrMa+ zr166P3;pJlnuqf=G!d>${N5Mngl+Ou{Z(5;uKnJ=T`;BbKTi{VX!61pdVYK~el5>1 zp?kUInZ=FC&$+que(bjb4H$dG*wRxRhv?_US+8zI1 z+34Cq<{wgxTAvL^ujbZ%*PZ3k%xdgy-6ZSEBw5d9c|ldmlYA!8|E%oB$fx4@Eh%Mk}ngVkLs(u-q6_yZqWPS!5tR2+ba96KNY(sSKz-)@_CH+ z9K;4tIcdM@96p@)UaKO}<{*`0ZbprnZ&_Jt+$+j0*1UN!YAI2LZ8rDnKl^Nj8$;tW zwnjs&gp!ne>BQ;Do|Juz{*vA6Sy`mmm!w-n1!?yepUTg0So7w&qoqXp?U?+h7CWYQ z;-9@kQKy^k#V^^2$S@p}l@+y# zsV1Z=?%(@Ybh6e_W#D2kz4QL?0WQt6-7HtWsa+9KW$(&VbJk$IHZC8aS$|hgaQBs> z8$I#Y>H;*$3FOwCtoVAp&(Pq4t1DGd^zpkDM4*H(VVO)i`%hH)2?x4PU2spbpWMY; zj_qUVKNb-Ac)RFlM*r2vB)E1v+F)yY|MVzz(w3Z!9ZT@KUvux<$$#(kt8Z;-;>5Xm zUhjBNz4A)uY|NBT^746-d`7m(s`Ysa+l^WanS#zAG17S?j8K#IYIIWNqPAY)(0G*f ze|}BoWA^+}`c=xu3XYr$y`P%=%DQ9fp<3XPn8svR)#lRRHdQIS*8Z$lDfh$KnOMbG zxU5&w(4?@dx4S;;-f3eTe7`zZI91NBK|@1|6~)u*2A}C&UcVojSHT(qddUcQrGTMM zlykC3G$+H%|578-QR*6NymWsIB0Hq43I~<`*l=)iZUE&03>{1t+)73-o%0?!?v8YS z5;Q_}efpR3r!cK;`<(*|i?`4tC@9z&@A|>`8D=&$wQ_u38SpAIId5s~#Yk>c`!PdK zA``=y&~TKN8<1NenT1s56?%-$-LCC@AdFsKmAuf*KkB(rw?zv2TBfqOwmc^go2`&$ zkQ;XYe&*27P$zVb26BtX)C>*V^6#ZSdc+Q9jq=TH<`I>ZYA{)~#COZ0#+k%$AGSI9 zJ*Q-SpDHe0!tbF!VSdw=c(D+K^W}W^xD|$JZogY!QEl%1yY1DY0yp!6ma9m}*_3B1 zR+7JynxDT4_jpZRT_x&!XAE-fhm4e!^$JhQn>Sh|P|808XT=#Ky@bF`Y42$wVD8aT zxUDheLh1T0UTzKapQI2%PVxvopva=EjZQOfm_Q4nSE1(*5%>rH`gH+_3K!7|9`c<# z0$)JE?6|8T{nsBSCaY50JGmzfKU&~%P}_?=UR1_@$xAxphzU23p4V#XDpOb4!SWvG z4;9B=F|%>FtQHHsIq=n^-5T3(9nY$8%8T6OhY#0WEM9M#n|nK$o?@{&Iq~a;(Cfj$ z^fzK-sVKuEBl;#L^4YH7crh9pS{9k08(O&U=018SS-#o6mA)Y;FLr#1X@ZXf8Rd-^ z*gd|3jg9RYxMY(kSA$RJ96idlI2q~NiyCu$ssSeVu&?+O)&AHd=NXdBNtmeeafJzg zsb;gukfxNQ$#8XPaeRsY*E3Xy10X}c1}MRxc=2mp?Ce|f#hpWC74{!^9hC7qC!dxr zuw5+nZnV}FSwr?t&%&4+_b$5wH4T$siw!U+&r+R`JXTh{)$|32?|f%Z%1^h>7NP=l zX;6IHpsX-(Z5Q!oRBf4CvizF$FqcQli*c`^A?I1>*+|oGL(mrB$raX-id=`2P^qto zcX=^LmzOlnoPqB!f^Z z%ccWI<6SGSboBd&MUt3!gr{VlWTB zFboG<%>+hpoWN!7@YFI>f6 z;^0opCxb~HOmyF1Svfj7X5gxusqP%V9Y7_U+vz;3d? zTaREO?NKnFUiSPxsQ9}zN-ZK)21G)y(!sA^`=A5;G1CEamKBK7l^~IkWB6TQxNw0&kylV~u9t2niu&2MJRj-aPYDSLfx+~z(zC?gD=&GGNof_4 z#4-(??TPsX@_c{wL}`7d?)D@V6><9hd23E@`t;#L7V|%K$2?2TK^x;jDR%koSLVfe z0}eX3E@y@ll525>US@bjXlU$captz~K6imrim@y!wPM{uV|n`XzD8lBNe1tqC(-JC z$*LwHpOH1YWA|D1X%5Mt-BIAwq*uw~kll%#fR|Zi^EZjp0zG$yTl|&ygIXe;RR(BSsr&v$C=#J{&){ zJU9WhqC*292gRkR%W-FvCX`BC?ryQO^l$Gu@uHPp@yuFmvKb;Lpv zBkPxc>d*174K+A+Yyh}XH4fWKN;#Uak3ifbtty&aV|{&p;4pITOAx-k28H|N0ZeUF zNs8?`OM21#S%1WDSqY)!^eysS<$_h z8;s9a5)cx4RcJ^v$`GC#pr$wOq#oAn;T1Wie&qw*6_JWa-MM~c}a9jHHveN?g)*9?9#_x5L{zhB5 zPPn!if|DyoPGPTMC$I>M*MWii{s8X__nv=whH3(yuYH$#=07`EgHAO7EroyX2(D?!$Ey<3+*ShU4G)^HFD#emQ?$4)qF=Cjq~Wk;Y-Wm$V&ctL3l zhiS#w2cQu2WIXzBX4`jmyCh409VYkd$#`enfB0p~j=eeOyv2VsjDEdk9^5|vHI_B7 zXv%{OcmY&P8ePZk=A>>ew%)L13lr%9lN9R4ty?o5*J^DlL4Sz^q-Oo+=hq5TS~qw{ z`BhZF6_e}^OBgJbQpch-d)d$hHXsu{^s5-zB1(sqG0_+(S77@H+sj}d#D;!cN5jA4 zh8*x;3FA6&=AP$p<^Xj>bMs+B)SewaRu&3|5Df(xlw`d3^hf8;0@!Go=giX-vx$xs zz4duk60Mj#-ohz+VJ%-A3%}yagW0Rt(i+?RNbcL8#d3Omn@!cr0J;v-XYu64C%qb- zRynV&_j{JLLXPiFNPk_E_!Fum#9X(}9w%!e6M!;fY>eE{i_Hla4wogXnj;PT5|Ths z{+<@&gzSfY9Ft-B+U2*H5vpcICo$yd3+AQYvxtQsa}_!d^|$^*iJMAuL#b5ifr&o2 zl3^RL(S50YcMn1@dLA=zMU$`wnYk1&d)j>7B+u`A@)dsO%*2XcT?u6JIIfd3)*1${-yI_g0V3%M$yCDEs59A5u6L*Fk)4>ySEIp#CI$$*dwk|OBcT|cOr;;t z;=2C&mw@ii)F&V8I;&3OM8Uh0UQgK&t-_Vl_uNF))&9BNXpYL{Poww95IOINnqXEw$|JyYxkw)3o9}dJVl?mUK{mnB93wfA3ZT{kg+$dRGdi zJWD^#BVQb!-|0AX-c_|FJVAh)8C5#RG0zo!v75GxwXcsTC@3(SQD0xecN&wHD>{9A z?T=ktUz)|E(lMH_+OR>jVeg>vFDOxZKoR+tZxdP#(k@hQa-And`N3t!vf)lFwQs9Nx#+Kfrh zsfSq4`H5B?eE22s3-8?3RU2sKrPuBKEAwNztv946_@HiZh+4Qt)6RpZD%)4mQwL7w z_FYNHstqWm3!AJf8JY0-=r92wVZVK7O8NI6emPYujBjpOJygtl67BmFwcvbz{tU^; zChcKYYK3@L2pw6QmkrGv;w(pxMkq4*UI=k0F@EXgF)@uSq}NH7o|Oh1Il2ce>q>l4 zckF#!^33q~{MT(vI8Y-~+#6`2d|F>3P$$X#u#L2<>8>2aNn|b7+CXdO-WSxnuL%CTIgA-iuC!lv9-0ed|;A5wP5O0!lHDdd)#L&ZZH;y1Qy9>l&Y#K`?F_* zd&a9BpLPeMee$HidcjBeZ0YY0y$gB13nLqp52X!@{i%gs28wZ_>ii%2e zx$f<>-M??-(4C#a+(CJIJGcK4W<#w~NS8Coc>t0FV zim`x0$5PDs^lw~?z557wN!^Q6|60@^SX3(ul^e6Pd-zvkK~qE)5Af47NDa5TwGC80 zmE`-YGW<1s>T`K(SEjyiB9b0HRJ?~K(uRo%66~cIZ<$_P_Y!yD0G6Bk1Lv!DQ@8ab z8mnDcl9@vM9YEiz8kb*0p7-c!GUE!{$$krSnS3TP(hqveMMp=+}9+m<>eCy%#Ua zpc0%Q&P)Cb{ABtC6@_$5@ygduc@9)8{cTuM89zIGH$MJanBccld7i*Py-MeXIS%3RR4fo(sB| zQ3*eLRKOM%ClkD$+a8{MkqK8!HQ)9fd>^Xks$s*JtbS7wm6r+MN(Fwg z5PXuAKG``rY-NBFCW?C&R#3J>k`(V$$z)V?iu1kf04sE>j*YH^Ffu}t&kLNwcf$Jj z@89l2$yX*C)mK*7?6d>~LDD)>6UBRcyCW(g5k5OOgDi0Rh0wx?`I4uG$&TMrSOubi zMTOQ|8;D#uG#RCDc4rKW%xrq|d2&4E9y5 zMfo*^pl4@e((D_g-<^_#XsYP(;=hY*O&`DA^ZG#oF>SNco@_A-4*By;JI zZS{icq(JE<VFQ}j0Fnq6YR zE@E6KcI$0WXejd@6p^#!2md~6JB5O0GA#dt62ZBi;ru&S(5q`ctqTsIZpc_U!{IGb?E1dx$qKH$fq%Yk^JR*uZ5=6t6@L8rx-F$@G><=C!@8{oL!Ql{yTS{J z+cOv`Mkp|?q&+x%58p!+3ZA21FvX%=U}?6Rs=ZB$t?cjDZ9AO%Ut8D{PeIHi8W1=C z!wj+)Ls%8{2HM5hYGo@>2gz@uUziU)TB;RgyAG@zB_19g3hk#u3!~?JM_j9BA919+ zDfj4|bo{mFY<|0^uji93giw5N&*W>%oHY$fu!ub2*6ms`PsV)FtlVRy-c0 z9?A!KKx+5y0fgf>AU;MMIiy(BAby6(in_d}>H~9+8yH+RU;KG1BR5w|SC1~u^Te)X~LSlgWaJY0?Pb302 zBN24_sniq515@lmsRZ19fuTK!;OoCxRTpd^q9|muuQcr297NmMTq3{BjWWFL==FR~KulIsUZr6|) z4p#W@;5+Ha6Qk>B4m2muaCpRs3Di8l$QbtjUJUbh59j{{iToYJMf??-$`)IipT|s z)vIl9naT`VM<$%^n{q?T+lw+Zp!=-A#BFlBgFwI1 zp_BwjY#q;h&O_STOr(+~f{q_1R~`rl)cL=DS+=ehncyScc$fXqOIDjYpFu!(T}fv<>zDJq(Shs9CuEQj2QzGLoWMa9L)7eMZ# zZD24|KC=E5VB8hYKM2Nl8cfc|b{Rixj=^+Qf3wo2DP6a(hqHn==6aU1=)32XdMOa1CL*tuiAU77&nQ#7<+no$Kw_eA$&;`=Y=F!83hK58=lWW(wn&hBHNd(a_psq-3j=ymY z9+`@-|9MA%vrK@}!KO#SDbNHY5#YBqZI5?;%ZB~(Otz~Zwc7hzzkOMG*5VlzdHwYS zOUljGLGDtmBBqE*uiMM#BP}j*m>pOQ@&IL>=%2fBO9Lwk#yf38mwIRH;R2OzIkNO7n00)dq7fzhA-6uPr`KGh6qI|QD?4Gb# zD7T19NVvY&5=4#{9I>imU!qHvmhnJUS%YMf#-diC1;EenW^-#HUrSeV_8Dg`3}AqM zQ>RXnt*y*#*JYS!NANxJwfPDdP)8;d$k;=3r+T|?2{Guo^dX+%{7^HTI2lip+UEk72FBX%L6=&RyO@ zDW-+&ObgvhFaPq~Te9PJgz}HZ+|J)I{n$kEke!H7!3QI&UD%%)7d^+|lE0u@Ak7;s zV`RjwC4QcBHr?>g<<>_ulTylN^0!2B5%!KTs_*XQ6soiYl(PiB>)Y9P)-|-HIF4S}9 z$)T}Hi5bH;_n-dq2k^pDP5&9GeI><9IPc}*fsK{uZv~|d4!&6mN~mskGGaXHF@U@{ z2vopeA$7O|id1o|4V>N|uxr46$WMqog+iij!l{-G5*E5ZwWMO{4c@A7ir8a02HH-j zH~Y1;O2#P-+LypM!FuQ9`o|KI7%(5N{P$5f5u@aiFt5hYow8 zFU~YTmEJtCg-TQ_c%bXb#Y1a2QdntxYpj3|it0{nC`C2^nrovDkfCyE(+eIyX!blN zPj^|;9KsP0TIDsMH2mP#K5726sSg5OTk)u1rTBi$M;x1W!R+DqP-V#n2npS=a{m3B zox_jRp|{bkqzzx~m&x!-_u9*>EB|&Xgo2(2KEr03uucfV_{a=>2nU0kWM!?pg#{A_#x*>En3t96K-6CidJPD z=L78AK*J1G`Q|IO#V=;0Z zLdv_orTbqL{`{^ZVsn}SVliG zS$2-ilYzNp7l=`1Sc(oqvVu44y zD2Ug35#Ivm9pLwG#nGa>oCa;x)5}J)wVo zmHk=X-OCUZ0C{jcqEe#Y@1Ba)(a}L-f!UqFe@3pk_eq^DIctWbss~FN3Z&Bt@XWSA zLr68Q7bpgxUL61eA-hPuhz`&$j%PxoaGIuKF_VuTJ+kEKv|9B#2XgBW>>+fd;yKwD zUcj19hd7M3AG$!VLOO^fLhVCNuFRmu6G%jeP1kAnhE7}Fz5qf6sE%;Z-|)yNP``ax z3SO#ls})gb;Sd-i`edbU9<{;Ho}TmhgF5xQP9!u2W3p`bKa+xLq;Ps7zS&JqlKh~0 z$TP^eCqXIDgD;xx(==te**2wUkw4{Sb|Y&-!phBG>BU<;d6h$tQ<;WjqlA8WSVZvG zTh-RKe)UjZ?C;_^9o5!9Nv(DT61g_<)dK?LE?m4AQQeO!!*(8-&C{+Hu&SGVD^6K9 zF+WRpBSq@g;9y+a8#i)*8U#x`lFTQ-lPe!3Spw#o0nnQz*OgKj%>+m|4t1UET_DD# z0e~+D+b9Z?0XvC{>{Fl{-yotJio_SA^IR~uhuFk&{Z{n@#8n#E=E zGRzSGGSdLgGdO*SKxUu}m=zpL+`Zz++kEd}o@?(O)I~eKlc2(g%{*8TJS>I9f(A_i zSxTsI2E@@<;i03DHaI7T#>Wvcfij>}AZvZI4){hwRIF;R5a3#C3>2@lA2Ne8}ND;zmymlz5;7I*hU?v384tRI-7Mt2Zgtl>LNa&q8%Z^nHB z1`Z{^{oN|xom)^4Hq0oXk}FUT?NqTqOJ?T#}Iz4 zBQ5-DSpqn(NDHGzPo@~z&71B?9< z$AeNP#WEQj_@->%_uBUSUs-13+@IGyL1kM`x2O^EGjQ?bwKlMVWUa_r`fsVBWU>Ix zdyq{``LlXVqD~q{3`and8&tfQka2%Kp>!pHlkWKny)Pw}5EIcp$5JKeGdFLo`FMiE;|FWfcqW*@u7cVKbU+%K zg0n%b!@Vf?4`Egyx1#V_MZG$Jb_^(Q3~*%|%d*lHP^a2#1`dn}Z@nliB);aqMF3#7 zv8|om&fRwqC$R+w;g9;X8{810^#<%r!Mhr-^%qpVdIX*z3=j!Je)*TZG!;g&C>Ts1 z1kGqz(>lV^k%+;xscz%sMaWfgfeGN(f#3yVXrz2akeBqz3J&a*-6cQEr;O;_9J0R3 znpv>3YHgkDU1>cowK1F1e6RCk{9Ee?!k|_w!s(O%sS&;3gerJB_zT-V2dAgwM`{@B zZ)Uav9vnx3|o&<;-LJ453cMOC}*nnvn zFJq7^w&3Pir9Blg3e?n`@oBb%yOsTyqi1ttOVu1Thx-8I$8j-8fd#5@j@l4`>G~-r zbVmwHO4OjP01yxiE!Wi6V432KkZ0xr#NPp;5FID7?rol<*BGXFBDrEO!k26*yr|fn? z^#Cmj$wPaOqE*&b^{Azzi<+t={eishBWx(0mHn zzDfboT%nwm`z5$8pFnZyORbE}>Iy%WX``8NS(0N71k=%6|Gd%_zC9iLe9f<&irlTh z+P>$4^!rXV&@V+ZSd8-Y(tbbDQGTbbs-{_tuZd~#LHf-xgC^Q|59oZO z)IS(%CgImkP_%s_INgC1tLmYh>NV;hU5-8u^5|Ne43I}>b55pm`Q^#h?PTxzc{MQj zFcc8lz97HH#3HkwH4?2(zmNRU6 z0b#m>)wf-J%oZ+*|5KWD#1uz5Y0hv7_`fVhhnBx>`RaHwL9bI=!P;tTrTtgksnjA z6{d1d@3(3eD29DlSf?b0k&(}OD5mJAHm3fQ<2twm%22ZwB6+k^bg6aOB<2fs1otlg zPeV=1j2GEsT1K|-YVUNsgAWN~9WjHqPGDRjn%9tnrX#r2G0~RA=}I`~4ab)cR25q( z6w;?=TZgg~&#-)`iTY2WOYv@k!9g#NA^_RK1Y374ce?$G*aUcQ}o z!s%VLbH|I3r<(8E$;g*01+6uDqL3Kz0WKVt16S`<1m*V&bx6<5;`}n)v z2ftRe#;&}iEn(@PDT#HFk8I z@K|f{tbcGl>wdmlGhg1t`NK0+Hvu={^~d`;f>(B~mj1V-%NC6!rR~9?d;7{FdJZ`{qf)R7K(VB{|O&v8E?u>h4qaXQVW!baUR|b?Ft050$(UKZYpEliJt2fu;UF0jRq1soU`&^ z2yOM7x7H(D4p^fxzl@-#2Q8#kuR6mMX8z#rNS*PKlg}&2&$@kyM)#cK@wdkq)DC_M z$(u?k+^AlEbAG}&54PGdi3{bq3#yWKkMRyHGK6>vqj9y8v0Faev@Tp}_wV;EtW7I% z6HHM2)ZUu1Jg$<*tude&->n$0sZp8{e{%|@$t%Hok!o56v;TbWew7pQY+(L-FKDFYN^X4jwQ*l*H?w)Y2rT7 zq283ZWq|03aN8HMQ)00K6tWH4PSOouXr#5pWp%_2FCVNYijmQEMt)zv&y6SJi}i9N z*ZZ=4R)Y2P-);kwRa|`Zj17X9mVdbo+8Y}u2R){ayQGZy(X9AoOYq+DAMDYw0d9N; zyly7vNqGk6z9}VOe?EvVA=+F}xfe0FVPRjyu=!(8f9I9#`R^a>UALdkv<2IJ;4{H= zq^p^TReCbPZl+`gH|5Ps3kz|!nRYa1h(VtuAc6sY#=P%yOJsKmjrQxZYX1G;%97bAE@B&p$miD;*3 z8o=Hc>h$0!U&FoHr*5K*xg}R3J$EP0r=2LmJV-C<>Mecu@(L3NF}|5tu8hRkjeb34 zuV|8|mO(9R#+!SL3O{OB^bbyC_%ChLZMQkrZ*${Z@nDb`_p%P${-SBJSUz&=;>lK6 zo(2jx#Nmhz&1x6%2SA=aY^9g_`}T7FPUjkaVD5&&SIT_{4FQf;2VaGlC@f z+vy|JB>uiCNPG+J%b+I*@XjEiRRc~QND#f7`8DNT5z-NA3_Z~TidLaTL>b=D-Ut6i;#*%=7@=IgsSd=TNv^)^9h)i5 z^}WWi?0B0!h5gIBhVYwfe&tX+iNjebd#UTXM$d(hpS95;1NcN3|3#Nxr*=Zl73xH7 zP7jX_ZfRD=y?Gx8*CNg343*7A-C*qpgzoI?yhsw|T3Ap(h>#9M?qtEAb)V6JFA)U^ zAeI>$eX>;1U}!LKkX9KB6jKKZ#sa}SGCV*Sx)2EAuGl{fL#_9RXM%w(T0p2mzYUz> z?(!4i(ECN58*DI%VaOpFCJ(`^`;@-UADjHFQicksZt1PE3=Wr>NUo6(jcC94fSwHM}*mI#vd+CXNYL~a&AvGMSBLMdhqR;^9*Hcl!g8~(Ufp;4TC%PMoie4|ewJo|S85udG!f-AqWQk#)FE=Xz z4~H@s6(;CtI+ErHz>#(^yL0^6W}$L>U_DF8h3~J^bQ6NTj(-zj=d7E*$-X@8ifxi0 zv$;g{=dj|#$;54atm^lV|Jdz)ZFl6gWTME_a!47sj0)>BPh8v}cNDR|AnKL;LRDv- zoS5zuF?Y1Ld?r&8fBTnR^}~9Pr6tL`STQY^6g!U;evi~iS2o&|u;+llUVT6_Qxg6^ za{lB6=bNs|qn`cqdDx^{86)B{EGYCmV^X6K{fTWY{df_6SmGz{4R zyL|##3jeU{=iYO>|4Z<>C6u$+q1@3YpPo4^CFWMX8lA_(HFFKa^TpI^Xax zs|$O5iav9+%sj0A9CtVQ`mt`to8?v>Et#jKBk7Pnrfd)!OeWfjobk{WV!MF2cL5M# z4mun>3~G0feh94o`xd(h)e9$tH^K*6HrIBFv)q8b*M0u~mrQHki-ye`Vrb}{O|s-3 zbUv(6zx6}LW$;dnnIkV|&@+hf3DwZDNMdR-E@rbR=qY~oy7cBv4K4-o2^oIchl8i< zb4ken!HylE88Nfyu_>>#6`)+~1CbW}MkwW#ABsr=4!#THcO3`)D1^N{Huxh)6S>t) zADk3#Bw{3jlO@_Ph1Q=_Nm5KY5)a%ENCFhRd#VnLizGZ@idrp$SoBDWLP)Ge#d(4N#cZuApTtsVp~S~*f_M2}m*fRo zQMSRWIH7kvc_=dbzP!Qlb~iMq#&;v z;Y9LA*yyw8$7VQvD0H71#lO^=bfuP1whG?nW|X?4oKY(RUocPGkiM+7?Vuigz4V+t za0B@GTXMhIP`Kc&i50sTl-0`LX7}xlou-S2!`6_ON>Fyk*YeJl!8!a+EH~xHkr6`Y zflLL3ysmffJ2QI|iW`IH>U;PT9B|~d6C6$VMy}XXG<-(XJUJzr#*w&uWFgLxUU)&Y z>PNFof)_2UvsCCcF}Uj8x$rZ-Uuw|i5siiK;U}M^X9LPx#Xfh-qDj+Y&2=?9y}t-p zYZo0APwU2;6C%Gs0F<5{dU2Hex8HHK`_w`k=R?(W*dA=$q;NbgbDXX*I@#vW*xkXt z^I@v=10YJhnnV`(r*%6vJ{+Ip#_>V7ZvJ+=Z`_=XyZj^w##>U2)2|fM&l+&eUWg4K>fgLHBs~8}->5RVuS|W?eFNt<(ec{Q;jPx*& z(2(lLPTCO_->$e4m|M(TJ()`7w@BD+_Py-4!rQOL*vr>zD{bFbZPoqk-@x`n{HE+E zyMC`RexqfjV|QkUw<8$Ky^ssIpUa1*PpsZo1$mENP6<`K^2Hi#qsz<`U(_ zJ~E(Fq>4kf_Ya`$;L#ElTHY#I#$5}K@8>7RC$Mm3rR67cv|2Q7TtJ`i(c(-}zn>d5JL6%2BJTgn{O_YDfv?1?^AAw z3OOlBNr2ZsfBwv)Ky>s#cDPluqzvqvp`?|KE`7bepg8OLC3`tQy2Vy)n$`$m+!;sxn*` zrZ0k)(PIEI_(_t?!|{S#vf5e4v<7dwshsV&7W3Nh0X;dfn;PM_@7j4h|L`c`TDedY zA%pE-XAj5-vjFP^w)2p4254)?EOD0u-LQ<^u2>ejOB|qYg`c(&t?czcX=5<>mH#`| ztvw6SI9@UGf37Pt$&S-At^U@Prk6R^o{%6As#x4hBtm)P+7q1YE9Yt>rkAkH>L?q@SN9^*H4# z9Ckh(exko;7%zhsISDO&NQkrxV9Qt#e})&_)Tbw?opd8ZqefD+yZ+=txe6l3pn=i- zB3i8^->D~dGCt>|q@)(i;JXEbKw9c(-xi_-tgnv4rIrOE4X}o`V~0;2jIQd3o!P_7 zxe{X@BpB{aAtX;*^>J{eB~$SnB&J_W>KCwAa&_zkX%kNq|8aogg8I*tvRCN#rIM zVB#h)3GGW4)Fo>_NAzukPR)>Ha_(Qj4cOX~lAhW!AnQ=iF2(_!WzHK0%X8wH0t9}f zPqJQGodzX*Xc1q|ER=E=z1vG=tW3^XnZN{c_RXk0zk7O2$Kn0=eJ9YZctRzZCZSC! z9c4)u9vQaiS z4!MLr(Bbtz3xdjEL~&k(Njm=+lpKe8uQ&TZHCO0vBLxO2Lxl@%GMtrV?3;QrZ-p0%iA(_!Hy zxU1n!>+wf{AU!~w6%}^Sub4uRGBU{`&olZTPW%9mw*I#W84$1iUy4g3S@z$cM_8OH>8+aBup*MWXn?=6X zN=&zwi&Nop$OGYPHE2aX@*EDWj=!#}Y}dxSdi*MiL&+(;6c(P$*+_i*7EyYGt+fn{O>>q2)4A{U)wAaH?Y9#3u3ZLMXN;O zy84fSBTij2f$u27gL&yTX7#aRdgi1qzNJOb)R)k{8IptyW}aA$A#CD&*@l#wI%rqX z?VP?V4Y#wBVZW0A7ti_9FDw;z4$n}SB3MGqcXe?a$AgSZ=y?0Rp65r|E^yM(=DnPv zrl1K4!LNqIf9#r!`)Br1V+Y7eYMX$p?XaSv5K66SV7@kMpsWMO9Iv6s(f&-4Hb=1P zhg09Nbb&VYgk;rE3lO}y6h#ex*81RC<@s}NwTfO%IiryP){=E_CD_#sA2RHdGFo}h zx?p=A%}Sr=>T+5Q16Q*HMHitnlGk({{yhFHowjMs zs}WH)kO%DFDg_haK`_K{(wJN3A7}BS#T~wU8{g~)j%=AE7bOoqdl7lsOw^f{lTKe4 z$qS6WsSMFodM%sBKSQ>G>q*;IrYnWV$cj2eTGw+HH~H;=H^>?4DcOf*?MpzAAbmwwZc-$t8rGV8{~r>P!n4W)pZo z&sJ>f#_ldDAIdByHqkk{I-bh`_XDW7U7xhM)JbvO4ivooN_Q{pmWPb>*Y83u`*SPH z#;mVSPkSLhxmNt4_0!KEv>B277#SP1`q>X~R6oY>8jcxha0?CMw#PJjd|G z#T4`#Pzv%qG5)L+YnMc%(+K>Y%SEv92TP=&=<4d4*#!fghWEbe-6O^90dNruDnLB& zUu>AtvI~0+ zMS{o%35FMXnTskW@dkNO{tPt!cDdF2~SYBVzQ=(Mr)B)DG`5($KdT zaw`0-XoY>rVxjdKc6*BlR=ekhN;OF)q6<%@mge@%#;q`_{lBQ}%*N@<_K)Y^OW9k$ zuX=UrI@?$AfTtj#Ww|`D8_vMIBsPEKj*!Q3bMwMK$fcWK;pWAc{;>Ho!IEhy(R100>Sk**F-OQ;h`y!E4Y4kn`X}qeCZrwT>Dl z!FM#>-3F8rvEk>T9o_utkGX&Rasl>9%YmJ?ygk~0c$YuFBp~E=+`8v^_k5z^DR_T@ zry!Y$E>zf(AI-YHf^+`o;7s6 zlD7I!Q9r0AW@`y_u>u0-u3th%{6QcbY%(DC`T;rILC%neV@|AUu2@7Eh@b-nXIJMeL~dkt-pm?eq7}9s6Hc z4n3j?I=fQ?>R&1H#mp00e2q;!BoChBSeQ40C4}+td-lq8GshQsz=M90??MzMV7ruG z`d;_XF)V@B(<)3gN{txj$+~*wI8NGl{AcOgGLLv)$lai|<NU^Ar5?K}wljKppPVB8y%ERot}&4}=fT`on#RZ01;dWG`X41JQ!nX8#Kv!s zU?SY@5#H^Q|5>e6F$aH^iS%|6-kEB-y0li2IeYJa7#J6pS-OWM5@$GQZMnnRW9anT zA26QZZgGyFXJxn3d5LY97>L_=N)$!UUN_}*0Pc$p!1*}Y`%i`vXY8%7+=SUn5b75M zc{s#8h#Kn^KlnXg*7~)+e`tb$fBCb<$)ojxD zVDP%flzJFXgEkWg8}m7EO=rdU%=X-yo8PU$#YC40tN%73oT;Avo#`dnLhaDy`Aep^ z{8xdqdUdC%rm~Lk%R0J>+6#HbFAj$|2Q3as?RJZKw%7lQ>^jbQT>bN{RjB1!I3WgCXgz-qvwE(BB? z#b3aXHGfcMEiEsTmfjTq$EtS1753*j2&(BonGz7waO{8*|7eS4#gSxim?H8x!wfIM z1H)6x{&&DXpssc@=eP9a?>Z_9OxCMT#-^v0yn=aMuz8RW6759X31R1$NisSG{Bsxk z{u%z2*=m;JzJH?EfWmzsFA5xShoIK(_tcBftLRfJgsgR?Na)-4ksa9gsFWV33+y4Q z?WH&!-Et~UwQuJRzca^mr@7fSs$Y{!Fb)vqUM3Ve{ zkTB5fy@=Qq9qOX{qYqOgiZ47u(xm-4FnA#}Ut{!&U;7`(r~Ccvp(#4{ zTTN0L*(!Y3L{Xd+vfd((=GI*Iorf3`)vS?8M%N>=FS{uU+G3g7?z17Y6F}vwKzZpb# zTbX8X(oAzU=<^7-;n3mULg5J0O=F$57b6@g_7l;DB2AlRJbt{0DjkWP196J2FciEE z^u#0$5zMtWpSo^OXW*YCEvavYc|7jpuG=aBmZz@1EFLiaD)~}!v^HYL$6UoHK~Iv# z*@!>16(YvA+PQvHquc@@eR&V*17Ji94YHeIXCt^e!N(ScLbAYo9ngR2Z>V7OiF!G) zUd5=)V&S-Bp^6U&g7~IK45T)FxRr^kynbeN+>6M`0=!z9ASu^mUAbfYD?szdfP>ZiKdhP~38uM2ssbQ1-m8tip%jr1Xeg9r& zz=-v4_h~#3pt_rUJ4NTPPhjw0{HzJ<^KtWTJ6VMP^qx<1*9CZCArNXV!*9I}!Yg7I zY;8(;A%*M>k`;orgW%p?JJ%*;K(Su>i!sG1HxO2>6Qx(97jOJPl>NupEM=wOf#$r+ z$xR`WN30m>op%Clv)yZ4HGJMiqVGn2o71dB$N#t&a5wDpb9>P^-?-WGr4t3UYp;Vp z4?HM+Yh7a3%bu_%AlQ~{#0Ub4>tB|ff-`uO(ijy=7R9xn2i?!|JFAo}Mb%T#rsqxy zVja8gm*hJ3k#ggCdEwr#WCc7u`rgMmxVS)#2QoT!w;t<@y1Jc69t!UsvjyqViism! zk8c&m>$n32M|-}nOSetL<;9tvipf9*UGF)IdQwMaZqN`Y2!zt;GtW`}4@1gu{6)2ycyvYc0zVQx99phv(_cI2T06FM-{g(P zm}3|L!N^s5^KIBcG%5tB{t2jJXN^3<(7>+Ip!uRTnfFes6&2)mFihXK;QJpOdFfXZ*|6tuw*nuR z%t?1Ety)EQM|gj74zI1X4Z=ubk|(7yz1X)2_Oz@8H73_Vh->?^@wHj8R5SIt3%bfG zKU4_`=|_K!>kO89cJ_IfpLaLj)eZKCOHXuW!HaqR=cx{!fe`_)eJ~5?O`pA{`W4@| z+WxOziN|&gL|aL1otisR)WNby!h||uh?E42gUS{I+l1AXAg_k^>0dg zSTajN03y>i4k(c@0Q3O|XB1MeIjC=w^}#OHrqrzgQ)p%j&Yfz@yE#u$wC8gy+vY-- zyzuSu&{Z+K(jQf>ND8yurEP7c=z2WEn=UUkDMTb9y5z1<)dJ5jd*Hr%%M6iL((I1w z2z9{oy4%8VM&+yz4tjGu(mSr|%JR1c1>RWEquK9C8;#2o93n0%wTKC-Yr%a|OTD1A zKsDuD{<9g4omUOmt^^8-g8ma-`Hub3X@jkQsiT|%9p-uW(CTD9DXxi&x~g~jCE*sH z4W)KjrcIr5IUB@sjNa6(h283QUpupVXQCM;Md!+nViNz}<2_<^q2K8NJr_{jpkk!_ z=dQrS1x z8}BVQdx-UD-g zWm2l7B;mdOIQuM*>q_KBF{i@ui53?Z>ma(v1<1Udrl!eA+M|6tGF*K$=*O+Bd9k`) z>=JgKQQC-5D0{OQNS!xN9mNu1pEC{ka5hdf*I7BMsggA&?F`Sr2iB2GPmjxhCY&~6 z`-U=k<&3O>^xWOEN-uk&c`pX;V&)Z16PdC~M6THRrMJl{?s%ViLdNq`|MG*{^bJ$`)BMt&yXiaobD-l5l-EWI9lbbs$#;JH2HQ@ z?~A4v>ys)gDt!csw(TXvvQjRE5jHL>J{%w6V61AR6Ko{;Cj3dL;&X1@ehaLscMUO1 z4TM@r+`Uf3{DCWH#f_mid$s4mb(>;s^DaYP-m&aLNv?}}|2#I8p!naGR??#rvZMB3 z>fIKcF*#XT7?>p^1qO9l?WeNC-TyM8xE^xl?OF5G-0HhMB$V=;ug>%g400QXDn=DE z!d=c$bfRrIuj{WQwNjP;AbvrfIxBs*WW_j6%6PLoeiswKX)7tpbx7fhAZ6CS&J`)8h6diM2z3z(!}8NE{&Di+(wf4aDt!7 zw^i&P{|b<=vn7$w94%*!oSWAC7kei6S1bP}s3$CK!E$_{0_Wiga?qI^t?lr-)!dH3rUe#TC3J!4~dro>tSs`ZO z;*NF6d__TSjsx&hK=q{4!?A^Xpd6;NwnRxf4(KbEE_%qWqt7XLo&+SdnxZ7pZ+8uN z`IukMXFUTV1XVrAkp^e-uci#;1vWNElq~Z8mlmN(MA85ASTOfZkE*Xf??|5P=P0*H=X43 zwL}ldpyv5xt5zYvr8aV)xRPD>Nyp{9=oTtEiV00hO5btF97547D6}uQcM+GG zm?j=>qR-a#Nm$u+AZG%n=}psSdWe!iJE*Nt3;CEA9%sbRV`gdjFE?=cTfQb!Ji{gXbq?mT;4DESf8iMdfGyWUi%oir-P!*5jMosi7! zjs7!*A229IA^M4+b~QeRgGH6Zu?n9^17!70F!;d-GQ-eRGt5%uV*_7bS=9BufbqkE z=`O+6JMTCD<-OZI*r)8Q4oJB8h82$no(njubd6puNVpOE z!v_a2<5{*lZAyAzTit`eyHNCe0qp^Jct{aVDnzMfu{C-W+-h)HPGigu#+Sr z()f88h%Y#J1F<7L(@l#OIbsYm;T=aTcw^|k7> zEH!u5X>*0XN3nCTrlC_QPZbUyp{G%f5ccElp_P2Pwi!vQ^BSKB{B&)QBew}gMJSaq zT?6O3`}^0Wv{{I+?rcFWAqPr9MqOq)1o06X>K#=X;cg>%B}T16=UubOICiGJKHi;@F(VfBykVS1v&N&6&^qVgw`X7R2q&gKtP;)yr>F8vX?eVS=gM>UZzfTW8W8 zmG&Kph*!bX55r+?z3V+!{)|B0;&j6!n%-Oo7tMoxj(EwIP=Xo}B+g70GmH2tHj6z< z-@&=`Hig(&GYYl^v-#WdK@5zjak}0|wSGb~kEc^5`_>6tt>B5ZGyY6OG-0Pi?b*@k zfvy)Eqm-EgqxPnWV8}svL#PwH(Vu>Ik`%ri>AElBol`6V;veq2baDp4$ZBPF4rX&b*DJ*vrCwJ zx19)YA=8W?iTGv@t{Kw0OK!X-+ydk+`a>^jh`i~>=B(tE!jDTyr)9lKO>j+SH`TtO z;uwAAKU2s3Ae;xM)xX7tjEoqg$v9|_f%uz}1s-IE7`mQRfvp zy{o*_v6}qUnt<@H&kyV?7SHcKIGH$SIq(xd?iQOFMTVXgu2_Fk$QW9_7(nO)uDxdO!JsBAZ1cIlYBSNiBnpJduax8Ven#n#vP;Y;3Hx!VJ*a zA+-VW1zAUz$QQr7F>Pmcwjn76c1`t6yz1#Qh1TCApJjt%_YBj$TJ~5l0_gU7y{iTz zfJjqI*?9W%F-w15_OJ8cEa_mgAg;Rk)WOhvD66Wo!#`O2GHa)IEeESJM-1QqDH=Ua z!8RoS8C?1|&Z_1H@w6#HlCc;&#&<&$vRk^~9F0zMY9Ikm9JDy0lMu;^Lgy_X~f=Gy7^qIo3q~Y|#irhWbDtmf$ zxOGf$w&%zUW>w`FP^=1VlGv144b<8asRYB`YMYQ#qjEUpNs%PnF48*~=HwxxO0NRF zL__H=DOo6W%2{Vlr=~4+^pGK7%i!*GE?&~#5)FUw5%5g6&cN+jz9c8TP?3Atlg;97 z;ewH*$4fPXOyP!TmXb!XnHqwx*01E*UJ3%18|Ba^6tC}TE2&mk{+z=>-+ZXBD*MWv zh+9~08wqWps?P*)RgUuS-yIJhrgJvb0RcUBtB&F+pOR|l>D!$_)VL@B4yEXzy9C4b zV#nPBAZR|URDuBpL_#LQ>AYk`M_$kGRWV!3q?CTEhyaI+%3r}P5#`d$=4gN6m@@K; z2$Yo|3@;-JxNIy_^CUeo`P~)(Zn1M89=CGaR8vsgI=Ol)B3r^VNoT~ektF)XU9`my z)0NS85IwmVKKg}V&q+hF2wpRkxPErh1rJFLAW4(e0F5bxe1BdYNZ-b>h=XM*aRioW zgw#F_Nuc=ry`fQ`Tjp3$@%AL`d1s+;x3qbuVfp0EQzYDe3i+xYVs6* zDV@oUFMFQz6n_ta+Ttz??{Z(cvD(o>QRNvj%&I0`dV!Y8SABkVHz?0@pD|oMZxfT_ z^jG-@mFAJOar`}5IRa#C^{!hbVi0+_Xr(!rRg-=32}SX}xW?yu)) zdeJj4z5_WJ(j*=SDY4T5{kcMlPcXF>VQW3BoR5)TI?J#~^ikJ#kyW8x8VMTzw||dRX`pua zkdEGFSYt|e!t|JT8}!cRTlv42eq`3=DzAiJScD4@$W|TCo<+EW>hfx&f1~u@3Qv{( z+9XHN6~gF=r3*Q_OtQ<(YlYi2D)YmcuJ)3(LMPmYZCpRt3njf~Q=NW%p77j7<2n6l zVd94}%EJbA9z26ZGVq}u8z&qjB!#-qJhSol*3?gxq?Gxr-7gr40qErkf7=%}j>@1& zbvg?shoU=b!=+}cGe$(_D(6HSmqsGxHLl_lffE3NLuk)9O-3Rz2qFgIZvy`e9;;8& zK32&78NxbYE>4OEhr>CHbUY>(YgjTh6V;xJ1{nG_PC#<1i+w{TBETqm|i4Z@k z=y0*Fgg03B;@E0fPChMSL&-g5vZ1vzlc6d^saUUln8g@;{KG|;b%K+pJOiQF%TKj9Qwp#4OeTpR-~q5L}w`Fh1W;1FFFm$1!aLd z#bb@$r$VWlYqEBl0wgt;oMTu+2+_6Y;1{eY`biDCGV=vI3DVe}hk_~7c(si#p*gI% zF#+@$({j~5D?2(V=kD>o`qK_~|q0~a6qMcwDsen1b*sd=FnF+w0 z!4EQ%MCaiDA;&-@S?D*n-(p8-=_8jWiy#ZaSKUpk~+`Jt|&@s}~8XKJFDpd2Cr{~Sov7v$$R(`Eu;YJ>5 zz6hc0p8=$lYmRSzGgotyKIYk2Krxjdt_a8W{6Sf3i2ndj11<(l=uq&3WcFaLUEk(C zD0{bnGv$Ol7DfQBAewX?L5-(S|5#sEk>QxF4@_pSfP}9K`v2lW}=7L8|6Z zSoC6rf%RSY+4%@T{`to3hlx+GD?c;AIyW+$f7Ow2xF&lL$bfFf`QHn>b=%zG=L0D$ z`0CUQk_V!~psUM2QlC8EOnX>S>p}tn{6W{XqO8I`GU+UpbI{Qj5)u&f9CLIz)8?}x zO>gFIJ&RpQF<>A_5^e({L~L|`fhym_2O^QmAgkU?n>ip<#1eg-oV<#{55dpF_T3eZ zQ)w7k;nK-sf8_aLFu95o(H_L+REP6Y7-dIBd3`9bg=uJJo#m`2r^@j8F=$_MCVb|4-bG!=2T zPA)$-mMmTiCm^_4uz+<6zO-T*TfNXasdw&XH0Qq#!EIKc7brqX$s~uXum34kG_|rN z%hB&RFAaIzW6gfvE*fn>S~6U6aCw1JNr1@Ygs6DKJ%4!=g@@uIDtxx)G@oc6ecxGH zUa>9!pj0=+6Qxc;PayqqS|y{HN|MkXJx?ws*6)w5OU-t~yf5z+wE;o3Tw{FJFDp8t zV_k|7=f9cJ=O3p<{_a??V@J+r`WWkg9?CotKq0Ko+eoW0e0(o@_(oIbNX-WGYE&c& z54FROSNlb7Nk0;ZQz?}xo~eIGe+QSdj4A12aL%td(eTJ{Axm@WuoIu#+LA@gG2GJB zcOe}Rk5gfAa~=g#LUc(xBu8Q_MqObF02Xp9VjPl`d`d`O8WIrES z`=>(2XCGe8T{c$s$G1<&#->#N%lWKw(i|8VsdP+g^O)F|C0-H0IF z-5sK&q=a;LN+XS=3ew#m-6D;ENK1nXNOyPL_b~py``tThTr+FdnzerCocDcVKl|C+ zOek!=GIzjskYm>BndYx#%X{)#T_z)f?)w&=coO8^VQJYhR3~~%*{ZHFB_g4nRQS{9 z=v$Z$q6x;&WnaC7eO|u&FCifzhK(b5o6!PX*313``KSxNXm=N2-O@G-DTvH37v zctWKC*YAs*TvV>vWU$v6JI7aZ226@aG6C`Gm7K|Mj3lgrdDR(gVR zJ;;b5CSZkuk+7o(mh$|&KnX?V+*9!hg#GMK`Ij7hZJ4gR^Y6>B+Y8>oI59Z#dEi&R zW#;8~L5$@BLr`0TVr{+V?jWs;5KigF+CgiEdctfTMjS#8h6wTILdlO$zt;=~_JLJO zOU~fTwn3I*Hk*dvwkOyr#xMc_Hr_+_rFX4V7DJ-JfI%{ zg$(e#JiM6x=0i=+%c|w7kf>xaT58y zD_FVmZRK^)c-=``z?QG5yN#iD4P7< zfZ#D&AhAtdkBIpkU8E~H^JI4I#ArU}r7djD&?W}j--Q1y5_SM3f{HIs*|By?*o**LY zds)xUAt&=RZf^v{WscsirOCr#u(b_FTsOTf77+|QyJyN8?jy{_!OUqpF~<((@0h7E%0VY2+MHs5XoGa|qa6~9PI{?udq-x!p0 zeGew}4V;ZhW(Y+D6Ayr>#un|v#Ri$BMnnS;|9Jc1!7LuK`s+6eSa-nog9V{Ry|xzJ z%QT`g;;G}G9pD_+A=s*!O=$v&i5O^-o)a=nnj_|e3-w}W(YfG*)qLT31N9^mpIMzY zbM}QI^Eo@SA9IWf%;VmA5a6Q%Fc9oJN~*=o#z@J)15bq0a6MH`X9P`xdaK$ua<_s$ z4UbdB8Zl-C5Ap7LMFf(C-#8pJ0124i4&n||oi*kI2Y{q2g%SvCOpWIo>~(6)6tcD< z5!3Keqy`C4_bMiHP;u75D~ zo&8S|Ax074i(}r!1j?dUqGi_~O@~3r%upXIO&A>X?a4pIlsOdpCHaK!fI?WxOs1-- z76t!xdoeLD;8FA#l<9G+XH1==fsQ2N8`PGotIHX)kPJ{+g2B8JmYz8ziHP9^w`k|YXSnvKC{(o0qd7BSr=FY-m};6+_0I`TB-qg-|E405+B{4f3%L`fW*~=RTpTz zgp2Uih0nqjvU6J|EfZnuzcc)GD*_6=>v?zIdjoc`-b}yjtdT z^%t}lOnbZY>%v+RpGn$-9CD}wi%f7ZKtd`nCkGaYa<#^meE!@WgoqvlpAd@E`Y|~( z5F{WVEj0s1J|G{Pp1e}c2g0Tx!l?y)n15TC@wNiP+bS1m=+ytw;<+U6&NRg-E&U;M zb9dNSWjX!9KQ8582SZFM6Zk+Y?W;7PR{i6J0!E=v9tO@7*2`7pD>4&tDP0{fZ$WuK zfi+R$F~Q7gr4=sTNJ~yqsFCoL0DO44PGZ-voNjhTE+A?BDiI7=IDhJ%1JFfQO-+3= zq|~5(ru{RPfwJJ%NXmy#ktD}II88fc6f<}!`xzC~0*13c)GRNq#H;iIzXqgAeh$&Q z#m-=zIxDqGQ(#^KU5G`Xn<^|N*(kgz!ce`gf%+|MmcLA?KW!DAJ#ptbIrGqBFXD?JbC#;`dtRXTBj6Z&UQ;HQ% zUX&Av!>|iHBbBm@)8{FtUdB#{>@WyEl6NVL+v)&@C}7RuG?K#I2A%Yi7DL3XeiV=T z^Qu!-P*AxHrC^}R;be^fji#kzAFxnuH4)zo%G|G5nqO_4tqkFB+BQZANVLgJn?*UIqzs*p2{kB+%Nv0Sa}!kaTBZ;h$FZKCo&6A?J{V9N5vuEPdbAL-8=N zLzPg6ooACk+Yhl20pgNQGp6Bs=VS(GJ#Rss4MvM`l2pq%0HiQhShi$H=uRX0`RQXY zMGv#HfFoUq^-6jZ$|oGSjOJ*e0>snbU(rOKoZYvnD=L7PhQ7m8MfiB(<50HIw?_w_ zBJXKQB7f{t%g8;F%C4WCZT*~0cpAPNahBpxI~#&J9?9u?hcKwm0qeC~lXo4GL&_+O z74`&JasV|n6iTm^M-$W2-42b&U|&^q_P-KdZ6zM=7~^Ja;V%XH$1U0VKCB`kE-@;! znDM-C23D$%c}*Z>#d$KkJ~kme6#Qs4Xye%IovQmg$*I<2ZC%x(8MVp=urSrv5@x2u zDP~Rn1Jrw|8gBurpG<-ut@yuzkLZ;)7v9(*kCMDWJ*z-vc3wR*IC+2oV(mJ>0e-h) zntE7WbV9MXrAWl}Vs;TAIfNlTl;+hdHOL;M(Qol+{S9PeiV*qQT|;_fdqykH_WYJ308uzPMnYEhs1;pG|ab$KEMt{i=S|X@H1V zNYHIU;6fFI2=!i)F^3Wm_*}D=GpPIaXFgnl&ap9tIcv6@@c%WlQBy>r z9@Ur*1HH=5X8|}LY59pPZa@@btbGBUOvNni*fP#d5L;xr{yEpSt?VKI<)zZ;jptoI zA6RbkMWomM>-gekS!n%a^YO!?<`>OX#a?)Y4f~;j(eZKqu3VtS@A=c!qsl__x$E%k%Zm8Y=*<(xs(K-vcdn=DiR= z5ExsHxVtF~3`brsVN3A7<2KC?l%$!^CZ1f9 z6p}g+xBAFQfB*9amvE-RNN%1@r|aT8KRI6YRTVJ+UpgF>qKra&fkX0y`v^m^`c4=I z52fj_gx5=B4wh%!ab*%=VNwqw473bPZ;BqtruFT12a28+&v_vrpHFqK$K17l&HZ@; znj#~(=Rf*7?I?ePqJ;ohXakeSs1=v)Bf#YUwecTw2{)<&w&C~N&$AoP!;}DB-~k$y zwA4d|8)X6{O#%29YQK{m=ObUS3L6u2Q!!Memd$8a;eg-SnU-*2kEfB7qhK$eVIp5{ z0?@|@FU-wC`~-S}T$U1;)hReLJuZ{i@I53s(jOlr#~gkQ)8>wK%u?srtUua`8f$@z z>WNn1ejX%@?s8O{d*w^>Nde_ib!Eb=9iOjNNa5j-*x0`f92iwY!#JRY63h(U8&X+c zwrp$U#kjkv1FP!Gbm(x3N8{D=)VO)$*S)w)7B#Hd>Pb(uPqtkM%ja0L1|~42y~BMK zf1y<_xvH)iKxtCi#y~(UrHFaHvyM;O9r+W0S}&MnzSP42icR;3wyN*w|7JFLp5YW~ zA^_|D(ng_45LnfrwE$W!#erv?Ctu8yzZg9!9A=ZX(RBgmwIaDpV7+d;%5&~-1go{@ z=iED&sJ6BoY_~F;AaR6;-A7DWAh@-F9`UW^qEOvEZ_Yma#WCP*_B;X(ka7ZW*#~OuJ(`;rgrUwc2U^PbAr!k-p0w@l79-Bbd z#h5R}R2RO7UsIj>D=pAyMA=iMi4;&8cV3aeJKHUTU}-mxXW#j{3Dv0$&frQGO0QhC@}h;b}k>ofsN}YKei8-7c;#<00;sxbm>%vzllFZ zks<44M9ML}QEw0`v33I9a%|5-49jq(GW9uu&64E{E;$kAAaky-E(hl?2%Ho9~8g z=K;fWb0!>cTpo099%h@ZD>6VVQLeao18lgdCj|qTehw}xV%J9=4BltFi@^ndwf2n) zUuldE+Uiii#pkVVn|{>8OpRcNNl{!X5Cpyk`#76+CEH#kTZ&zzhbGKRU$ZGqW{wniN^57B1LSq3xt3DD_9-nL{m8NjSF$`69%2)9j z6u@v~wXk>!!ASkz$XV8H9^@}Ku}UiBb3UVmVH$y|BCOYM?A8bdbp;-A6DdmgcP1B$ zQDJ5%eDkcSqE#T~cOVDaya0&@#yfagQ8{233Y;4s_6s8csRC>Y%9QFy2L68yr)_{* zDfo*fq!4M1q$#hxK;$K$A!IaS#y5q#aPDDUB~@lwpjy*e7r7^%wk;5s}DR24Zu-&$a=f&_i!(iIT%189y*!bj!bF| zh$*k1eMFBWoln%2c{jYSscP^l&X1rT>ewg+n-_=_>9Xxys4ZBNBT~@mjqHq-HL~JN zXaLR+R7hYEDuMv|E2*cacVOB*HZ>In;_M;;#!}hCc}^JpMIo{5A)y^zVJ0DF(D_J( z8Em(bDUDWr7bD2XTxuPzZN-9=T>2?AQP!{I8+j=RdY~5Ka&)lzc2XBlD0PC5d^1xM zyk^s@n^$WmixSI6`EdCu>Lyn=JT?C>UuDW&Cg-C8B?vPn&?T*_d{j#MJ3w4PflyIU zsM6>Uf|*5;?CB-LnF#82G~uYNFwArW9mbk&`;a)cjV9qYcV{%S=6T*?t9 zanm~6q)-Ih83l^6C9MO4W^VOV_+F`5u%hfS0ghYEEsktDSnPOEd1cEL&i-VTzhSl8 z)s`V&<+%Q6f}%z`V&l&D(?4jy6+iGu80dF{ed*91E>CtDrSSt`qeuw&XV`$FiUS88 z2x766Y0()#VUj1(jT}iAH2Sjb>5UFevNHyC7-F_3a~yy~J564!X(y0711NEQC$w9{u1Mgv8k@YNejbnZ-XwC! z0gbd3P-*&~b}t`4$qaUUl4qS7J7=TE!LqUQ9+cX2c&b7rI3W0Ul!fAPRxr?)j>vb@ zBaD`qW%qMq#r%Ow$6Gp8dNSvubG3Nt%?X_E$c5ZcV1nrHASeS`uZL_2*M>8qfQWv6 zQBn7)(&ll`D)zzFA0@MhQxidh3sexY1R2Eif34p)M@3UIPvEz;_ z_HXakMX#gf(&~X1&WoB=&zK}y<@8V%i64ZERqleJXLaP>Gia;1>3190Xt#+!UH#Ly zC9Hwi)9L)^SwgxxmXg(Yf)sAei~{-mp~Jx3xk2ieq!gdqTh5;|vHY)6We2W1dkA_+ zf1k_8@{szy&N{#TJ%Jz*5Fieg)ns3P08=jNZ)ltzgoR(DS|dOIq=;uTO+aOSwNntG z*~LL2XQ9sj>otauwMQ(aMc>9FsfsTf*MgB*wY-fkzPA~~ogZZl*S#_Ll`46kH}Wc0 z@2Te+Uf~?dQ$R~bEqdE0Ihm1#X1VT2wA|jEZh~5 z*nu47YPQZDUhllF>U7HDuX%OL9~G8Nhj0=e8)B|f5-yw3^r&!B|BJNK9ovPZS|5U^ z0x%nUdu!nA1gOs%Yh-1rxa26*AvjXMXh(uSEWama zI(uGW)Xdjff*LkH&ebQe6204up+q(_&B%u$KsetQTV;E~vGi1-|qORzPTlFp=ajr1{SLQCnY?W|wX zf19+jiFEB-4?5H^s9-!00T}#yCuW>(@<8ySR#ZP=*yZYS?9)nDCw#ult`OG$6 z9~oJ8dwYCt?gyYke0RL*bv&3*S1}+Y)@L73#eYgh?3vk@_UDA|4)~a)f{g-vlUeZH zz{BAuZFh{SjrK;hejFfM==){)zi*l{e}qI(a99ngsbRT^Tj8j34Y&N6E`*)&}nFkf_;Kz1UI<^Q@U- z^_l|zNR{D_=O51J1x7{o7>I*?wZo$|5;ap)ouv4vf6v-8(qjml8TPj zJ5Jz#|N1x?AhT8A4+!IzuNLr91*ouolOYA$#U z%hVc7^XN1&q}ex|9H|qz`Hf$tvK9Z~H&Z9ZxpCo<&V-VsUwJ2P zbJz@X*(v7<_UMJ{2$N5ni+pGUMVD9IV7lePXp}~NA|IJiaa{@x_$-8m`U84>t|Sfg zo7G&kXuTOJPs`UWLOwlK3e*L6XqLDvZ;+i#D))kgIVN?2<0s>LfKIcFuXUxs4wLUL z{W^SoB7)726&h?eJNvCcl(lZ(?g^=0CfS(nClDl*HMs?d2#e2t5R0{z1;PLKTfc2@ zsB?HC{OZau%3SxN9B=3aXGnpWu@+rMQmL3OaXWB*jAy>5Er+O>E0J&Bv@AbUn{3a# zsqC^)T+2O1@tWE-SOAY3LO#Z5S`lzPGTV>Lk%strF#YE&1C@a<-oC-K`i2^<8j2!oryY??pe9GbKAEP7!We zeEVcoc&ln9Iut1Mq)oMRkM%h*XyO(m1rP}I>7oeGOWjbX~|rITt(Z{aZK-#5U9 zsI4f}-bdHUuDoYG{;`*!lSt^H#?xR|_?W(*pAf06$d6XI(g*LmC>lY~4H%vj4JTx2Am8EUW? z*z4bu!^R~mZI+HXhFbcBY2WjJe|EZ!-SYgqt<$2{A9KS&a8s7;9ev24F@dAkfL=u3 z@|U)Hoj_WFhwtc_(XX5=VEA6oS~+s*1S4;aB@si2EuyyQ`l7Z{e7FQpblP`tSWoZb zqUcZm)Gq(ROUtKGLl`wngCjE>^R4;Yv{I|&_DyLO?s|t6<5PX7B62$l&E>|;=pvu9 zCx{B3>ZrVM5>@Kd?Rs7XQte-hrhn0G`%BO3SRBOlX0}@c({!=9p%hb5MU|B|P1Pes zW?^Le!x;Q*hV<7(1A#X3#1pn$yWuZ+^V6k9J{%OIj*Q}DWK#<%8+b;(-T%05_OxT3 zQU|uP6YObdK^9p*HwPEvE^&2msdBrL6PnzR6X^*&PSRf0nPuT)f+ zfi}9q+t#R)wZqy>MRGkg7Q%csFMBxLL`tObY@^L*-7-i9H3-S~WnUB?dAF+ybgWS* z*)5EBC1woCyfABWt}e)c=`PvYNe_DU`2begi$g)$EeLbWd5b1KDy5fC6V9mwAbGM{%=j@x*h;|?n=WLlsX`9SuoBYV9#>nv2 zyluu@6Op>0${r&`2V>xQ9vyGA8@P1?cqW3+Na)s8PMoiFuqo)TIma(Ejx}DA8gG}o zcE>b2JSP5_^{8jX6U}s15Ro^!i20Dgu7m2h$SNY%vODNwhZ2GoGowIL!nzl<`vzHy zirif+rwh4n{e`Q*eF8L8k7D1n1j|!;LB8tA&uBmHKaG6yaZv)QR%|m(yGI|5(!2U^ zp8U#Qe&kBn%{tg`AYOwn5hge-6GFDeebw!81q5-+qI=Qq?eip};8Eh#%(&f`>- zeqjZowl|ZXa|sg;v)q3rsM6&t>M1NqF)5>kaBki^ZQ|gcKvDBlp3C}A?rdG z&EY6Ec%otKqpX140JxOr!9xLcm!&zKBGVpU4(?mumy28s$cxu9A<-c#W~}WI&5mAk z`M)^~4p%aaPRmMPnA!W4`8KnRkSgR=CtvXJn`%!wJil_0oD?Ex!? zRFnwWchaXCq8jeqaVa;OwA~9-NQ(yhU(!_W_k50;dwq}Qtx0{b#wJ`N-e$Z$akqQg zu{qb8t`mTqD*i27RJl=5s*!gv`tzDo&op6&ih5O8Oy_AG(ss$g!07YpBhSpJ!cD8x z$YmiYG!`{8-DW{nh8Rkvn>%s12ELqnih0RB@G-#8|RorZZg2nnP2 ztRkgSwX;*w+cfG3zFywLL()#FCwVwP%(Vr$TCM}(H1UegXLM*>gD_6}h z7-m^ec~Vmv)WM6yj$Zxi|E+ZSjHOuKRBUrj2oG=O{Z1E~>R#Efd%aJDaW&hL_YORC zleso`byJ-IJJPf|@e6H>dF+@XAo5`+TwL?k+d13WE$I6x5-Gc@EH)O~>hUF{yAJ)i z*uTGRcU|g2gd!qz5g^xYyZJU28De7MMSuYC0rjj#P!BIb&Xo^25~zU#QZVCL5wIo! z2jbhLH6Di>e&T4U`P3AN!U(8_(WXAivSe0RD$g=YA_mwQrw!jFQ$5XIoTUtFyHLOC z$!@|rg_ob5xg=kDTDMfAdXdyze)GbMm0}Nnd2U=#f3^PdaE!bR%8j;FnJxhel6%ZD zZ8Nbki5g>=6e^@M?=*in>w|h{oeAArVbIE})v%0qkhRglZ2k`+pS>+DZFda%@Uc-Z zllf@z@E{{cX*HTi(c`}=wbWdh6gK*#`l85QiKp5pz^46j&{C}1QtX%nRQ{ev{q$ad z`FuGYaI0-$$*r*DTl7>@^KvZC|J#E#nHUxD_FK=`_ocr-ZNHl~@kfi|;^XUGxEWeF z0F7$`kmuv#c<@7dYgE}jGj2VdO! z1Iu2ogHGhjn1u^Wp!}CsH1h1>RGAH7b!{l*^%FOV!|fDAvoQ60KdA24O5?&!DIpmbj4Jn#+`FEm>C-x~8;! zcx~R~oMY{goC7i|=?UBjBMJlGHch-;GCJB+C~g#$Rm&iOUvH<$Ov4Z$MFao{owxds#I2cHk*E42Z{e5C*oOfrA_h+eb zYWSfezH8jRU}LLw>C{EZ;sFIP8A{#?I&|efr3Ss8xovcQQA(YL{_Mr84_dd;@FRKN zCoJVenK?2P?VH&9=m?&4gsbb-4B<47(&294_M~&DRWnf0rB2I^KmF)<&iK&= zcRbah?v-EfK=Hp@xU3;=A=K`gu|+yv?Z?KVv!L@-oEdG%wyTZR5Si zY!;AyhD_S1jw8~AhIcHSD-N9nVZs-oLqe+)z-j!(vkUO@J^kgRl}wF{u# z4M;^|`)x>rqjjT%CH|Q#{$CpInjuNvdo?O8IzqEV9GzMlorcQdxY|-kp#5g)=JEaI z^c_7+&M7tD{g{Pspl#MmH`XL{!=|@_A7@XlK_=>6I|~acJ1z92{DhZL=OH5f%4Erv z*ltmWcCdDgVWcQXC7QO5bIleCE$3o#nhXi7>O z>4H-OpeA+8p!nu|)ad+~VRS;P@2s`lZhpM0Ikn3{qtd;ih$FM&I~EV+3r#{_Wl1m9 z0&1bm6m^`G$2*3wBPE}m1zgzd<{M({=Nk^cjQGX&_bWV9WdKD@hdkJNUe5)I0*}|E zP$aM^z4UeAmJK*E+?&S<`(ALgpX#;ue4vqsxe&i!zdzs)IOe|r2+Ngb<@GgCsRI9x z;YAnGMeD+~DDX~#0ZMK+fA()F15ULA5Iex^^#>sP_sEN1jp_S)KNP#RN!wlDou6SD zo*N$E=3b@R#PrAC=h z=6bHRP-@}dCS0DVNmK79{VAp(w9iQ!uA^LvT_P`l!~2F57dVcOmPXzye(DE4@=_w(Z>gG z-e5sR@fs5omIi1toZZ4xg1Hs%%(%!%L%Jo~?#kn8+!%HI2W8a}eI6K+mvW8j?*GyqyRdG6+trol|gYF&BZlX?= z@*@oKvx#zG9g}V=aOCY6RV}PL$IH4vfDB42uP-Y7c5QF=_V3u{ef#8s^ce!m{tEqS-dOtsP>I*_u4{#$z5p5(jR@n!z_$mNescoiHpwnvCC-vFo- z&xZyvc4+O?e@rJ?&%xee{*TrJVyR0oq?0H*aLWC$^am2+xJAyqxYtC8WsRhyy=UrM z$4`hAKTEAnNvYZeB<$9QGx&XP3gQk$;@-V`$IOI(2NejjjRDL2{>!O3upL0Hz;ogH zPan8Iskbvyi2wD8pOtk(JG+exSX`B7JcWjEO?rloG&4Wsmv&L8Q|&3paK>=*2V585v@FDE{~|Te}g`M-Y{BI z02=`7uUrm=pb!6rpz?0kgY=-9w;s;Ql5Rl}hOYw_%FOY|0XPfHoHw?&X+AtNB1Vd0 z47(T&7fT4ATs0J-wDk5Sg&F5@ytueLlYUQU=hH6N-iURE z#!~y=4j1wIc^6~Ft>7i`wSe_=&CVMd0Bm<6=5 z31!UNbQ(&t8FgMrFb+l|P)D+6D1Xq1N1tQH$yE)zrWd^VMFRezP^8%P0q0an^Oyeu z-&R^_g=dTToW6i)2MF2ee&s~cDu%12Uur8FqIZ3CXWJS>FLu|3%}>jIa;!8}Iz(hF*av(;R~MR|tATn+tv_)k)5wZ%f91-991n zHtgNE&}DknG4?Fka&3*^guo~<9c}`-)C!$%^gj$KIHrg6uQ4%FX{pJq%X2LjDtJ*- zk;@s$DWX{9r5ji114 zDz-09$RhDd^nk-CDkT}U1;dSJGoj^o$IMuuAeybpX5#sJw2sfhEsKuT+t+tFX?Ux7 z2WUDJMrxCY$H2Y$xP{<0{);XVh#ZB@BxEArbZl^k`u9Lai>!A9 zWz2RXhI$p(TlaJGSdJgm5;dDQQCn((2;;3~FU z!+!u7R$iCMyIb*%`!nzX$jRn(h*8HP5|><2Ny!-yU|jcpec1`SzgfFCDGLK0Bfjgx zmn-z*{rv5hO8V2Q5cZY@s_=_d!#i_8bpj>e-k!tVA=Ui{@ymGeek{(rU+ZFh?Dt3P zhR&^j{`}dQ9~wg6j@mlDgp`nf|NadFJOx;`TuF$Dn@akyv9Z~=#2!viPlCtK=%+{| zWWMk6g*0|nQL3%P`f_vjIfe|_IaUiV#lg$@_QR8rw3Dr4sm#R?)xHyHPU_SSW#YS$ zX*J!Kim1X8u;04fFPE(2kL2A;h)+6rEE4ByHw~cpxdw*^D1LYLSqn?zbs7qc2sW-3 zYOow8yc}k?9B*RMePs8GPe?p`GJVz&vEw)yw11Oq{zx%BcRH9I@lUL^9C=Mh46-v+ z{?!6{7uctX=$ZP%f0uQ)nN=QcpZIRX-#r=@XV0hJl3ey?8w>2uG? zbNcxHo%zbF04Gs%bE5It7nRQ3VD?XV>iqEd0~xD2(PYcfo2G-xZXni z)8B{1CcyK(-iSfsdYGQs3rczYYzW`ST8brd zc~0?!>hH~pbtd*Dap_QiZFm)~nW>YgeW$l>KH>))(Djs-5|`jVGkTo(W$EtS=V6}j zMOF&Q<^NhoM_XEArmN&B&Hh9D-k00N9AJcLL#(1L0XvU<>7+xIVj|6=uBl3pD!Zn` zPK9`10XSa%Vao!uHo@$En=gEq&cirFZ#rXwcCye?xydr3|p2k9h?5@Cb~O&zI0PKB=srS+No>9Ol@ic1GIDT0XL6gOzk>@Jm#DtcreUVX=h&1$K5U4cePKIq8glPS+b+PY=5P+weB z6z;R%ngkvWX79^7Wg8H`b(*(tG&pMl1!m~N-R{ELXpS@nCgx#cV@qgJmVYWR4mhsq zGnm_A{PdjFlOjp1A>Yh-d=yxo5dAy6Jpg$b-?Z*M;p{ziCg1;PXhN=6it#Oy+q@)Q z^;)pxY%C{kaWKnfcw7w-_Q`_4$bidOvVfh9H6jG2qniUmL$jx*oJ?Fl;)#nvT;QIX zGS%+V$(TbSJ>hh(cTTCz0F?9Wee`Cls*$qD`9}o1Q8~>fIEpPT2sV^YdZ`km58r0m zi%#HVJZ5r5(~1s4Mm{c@A&|{!ZN06T60n^O7dy$Zvx2BAM<8HF8y)-zqvYVpI253)f2|97Q7{=%0ie#TQI({G+58nM#Uf8%Jo@?qLltvgg`S!*1)`FfRz z1p1yK>s}c7MFKfz&QiOUk3~P7`^fo8Hhki#Vg4f%qaAAcoEeq6MubR-TeY4x_6Fn8 zK=N|ai3f)3l@)(c-0A!Den-R0t3oDlN6i5oVzbTs)NGh@{**KIbzgR72~#o;Gn)5( zwuu^5MmDE#k%aUeUZo;pfTp&#_M5{s{xK;_UZ2ArA}{bMYwqs=>T?Xx%obIKZy;U| z+3|J(AHR$9fcrO;{ufI-rXXt7I6^Vkla+>s=6^TT<|7AQ^mYn$pY=NF?vwl<5@j$A z>!UewgPMdV-1h4M%CD5F5;6`gJbK8iqo$U$eFsSi<4e;YGIlX%8ww?at*DdwbR$OG3%Xmnm^vY9(b?T?PNot z3~nl;=R`=+EDnXGv|ak#0gsrhMPnHf;=-5q{I&)Kg7 z)3e=qc~eswczAdi5vbinLuM`GoW#t}SVwQ=MQ<+? zpJ6g_75tE3F%2_y(Is1Kn(MQ+f1i-HFh!3xid$l=-I8K(NVg@mnv{X1^a@KoH3UgY zAU3A76i7(Z!^ib-nWgdp7#{$+X|8=f3Pot+Lbm&XtS#%)R1Du+r_g?5S+3(_kn$2M z=Vza@V_MB-XH#=2&o~mD+~snBYq&F09SopasK2A5qZ0rt=_+-q> zYK}o#558J-;nb4nUC?jC&H_HJj0|;Eip&pZ(zdEvF{J%^}_A%h2ISwn2Bq?}|L(NImMc^igfQ^T*QapM zfe)RmFv8*hQ^1MI?YH=YT`pIEe57E2cokgFLo+IMFG`0pPfDMk)_eSl4O)MK-VBgc z1#3G>yNUKED0RKxC#w$gWJ|TkwoxE2QN$bgb|T}##=*pxSt0~ z-sMxo15 z&98sB5NCe+f@EUvWI&{(KE`8zDDE2aJ?HQPi857x2;#$>M*EdHD(KK_{2bBA_$&L? zk2y!Vd*kCM@+)0WQmLj}N@5%R7vF{;RRZFUc_Jr>5yjIGap%R-9H_xcq7;WPc`5Ul zc%oDoXLe=V7-9dMbvV{k`Wf!Ay&7CJvakq)-qXX)N=`}n(!{X3)@~y@BCUo`ZfQ<; z4=gQd_dWZBoqi9ZKay1g|MsU7;EE0)Vt`3(MFkrqUiq32?+FeH#Ns*}mBuzWZ4Sqx z_#22!`CW^CVsi2jScH9qOoj$(E-ps`hQSxH$9;zYqp7J0%~kE@>KI3|4rTwFA^(-L zc*zZ=3$o>z7v)&c`$TAtUrXTY0B5nNUQ&_0-7rA2p&LG|6F#-mpakF8$g`W$o4+;C ztzA58zFJ(aT%ll|Dw33ul;PpL98WG3UA zTKw8OeB^Xb8=fWH{k?;BGeK4W*UZn9pmCv5$%0g0si0m74f^id(Yo}qGvOvz8lh1&1LmtlTfDvOyG{g_*;xS zZHEz2AHYOs-qI4NqAiX4INbBj4wOHLe74&lCNGD~^?CUb^N*y(r76ZEy9Fb=2OC(& zUwW^MU1gluwNd4nS(6DiY;%dkce$A1X_meIzmm@rfL`VNK~<*M{5$c%p|BTB2Mz6| zSM|*$nYYQNS+^uAzdMOg<(0V4o=L~A{q4T$iMaS_7hzy0u7Udui=R8^I~k(1H7ZEwadQoihzFJ zznD{~w^{YC?)8t{2z_7INmy3`I0Pr(zyT&Ckpd_C&xEB6ot=H+ch0!)WcWHyMB*A- zR#{shYy-4-8k(AqqIx2$>vHGoZHex$1MVHc-2ou>&?5@N+5!vH;*`hY>CBa?nQMp6HV=(#r&2=y>lZ$%) zb~78zJDx(;+jrk=mj7W!TGd1}Q;(9iG{DFmPnzuu|AF^OZo02a?d3K$X+x!H-sVqhnMi2Gv->-+Ei8(=y zOhN&7B7m+pq(xGu*BDC$JSh+z<7g7Gt$}d`j#QcGe=T2W9M`ARA0r(K&}aYaP1#!F z96J<>7_a585}Me=cD{+^IDxr0iTQW>f`Cn}EwF+Wn@fE%vDW8nMW5A^P-6wF$6Aj@ zWXCZylzKj7J<9FSpDrje4NXSr6%=;)RpS|5xT(q)CEm`)K z12`vVx=tu4qGCS4pi>d)Sb}YY(_tz89EC@&e${k>nJDUT$*BA_F&^ z4RH4)U#wN`w}>yAjyK48?AV)c@5Oxk8%ojpRhPD$0YDS*-k8!Qq>B7HRX*1QX`q*V zs90juNfe)7=ZG|U7jzt9AVwAdtfHX%Ju?%N=f2N^-p14a2K;b8Su-B_g>d?To45{Z z->X>2`+=F2{@c&l%x*8gWYhlF%Ef-gUxWI_AZK+!ym<+AmR-!k^p$m;T%1Q!}) z%zle~7-T5Ydbc*c(vMlaBH=6Lu0@O1wJ1-seblC*nUkU@D`}VBd;nVWn;V13!R#g5 zA$*%#EVTn1p$-kfGAp@(EsIZmNYFkcmE z5Tr{41nKUUmXhx7?r!OlF6mH^?(XhJrMpwQ*pV;-sSi;R`6~yjeALwE1_-rT}3Rz{AG2ymkza+20JQT|JKgP z_@V843I=oBpB5h*R{a*|gS&2b6xnE0u_eH9FOs)CHlc>r^aGcpLsyWOfF?XNLLT_O z-ncCIg6ZOR1n%zc0w34tp8t#+ zQlnr--(q8jP-DkKV+YsO*3ss*Ka%BwjL-h!OowTPax!B<3aJ7UjdHOtVUS){AzmVF zFouYCu7dJ=8rPceGx9rzsT+@_FG(T*`AB$kr#?HQ9kon>;-xiBfl5lf+(w+ zv#!eE-h=M>8zbB3Z9l0%X29v01GJ?MDy)z5OnFz&YFBJN&0FZ@3L8_?6^JP03DoFe zg@rsI9}P4i?*g^|_LKptFS^)peleAVAk9;Bz5p1&LUVwXt>EFhYGu;dErT_oMpF0j z8BEv8NT}Kot9*BJYFkp#HI8{>M62|bUeMXHg_{I(GV6wiL@@)<{ov-OgemkNs~2+u z${vEyzuC=!AoK}s(kqo=XtjU9(>Id3cYH%iqY5|Xk4p`N9z1DE{lWNa$i~3g zIap2`cYf6s#@Bn#tB@vA|7!TspAPJhULI}4^iOSV$;(NzFPlyb<^}wn-afcdUoOsq zcIEuSnW#Z^A@sU0eU-hxGet+Z(h(P_B^6@ha;kb zaqk^^z(Y~)q?vbZdrcv%`GU&bM%)7K_nHAE>=Kr7T8l;^XB-~%BOZpbK*4iH`0E=d5f*B88 zjoIMCr$fuI%+#Nb2=!h4gQg5X1!`++59YyKJ~u)I1qIJdYMoVTog0J>-Dohm_I0SR z^~A7KHm(@H)`Gb-ia95WAvJ^c(w@mM(YHPlo_PT5nbP5pUBB2I5D)QwbUNoF;zyA*Ym3 zolJEp-%S;l_6vedfiH8HlmAOyh#Cu`l7ddMnUJFfz7ui+8rH(+!&@NXXJk-OVz5ZS zI)7Bk#>F!*U=i&rh>%)UN%T=ohKIgSmigSStJQxBOKjK>1|4Ud< zGcFitSd=h_5^W_nMh~h7cfawbxz~iZj=nzqiYYr?Pd620YC~Ov9GI+9B|n0~N(eYU zaKVc!t-1!z??m1x0Fa}CI1$&9;DWwxJH4p-^(i#d8BF}M$m-W&r@HQWSN{jd|^9y(UTNTw#>q6#7qn-`9w{}5rEWK-ry41 z8yZV&{w&ghoH3tiQ|&*$#x+MG=Rp;(q~)glr)DxYy&V8G>M-YcEab|N>L<9dA0uLd z5$uy9Oq|G)OB)W-Fzj>eZKRjE5z!PW;MN!!8IgYjk-Wmm=|=7|Sbt&8iC~D!puDs% z-2kF?*j~p9l}f7rx9A@qZ%7$ygPlfJc7~uN6%jF|04`DU^6_&*PQjfBo`+87ADUL9 zL|m$DNL9gl*mZ{a=RPrUR1vSgg1REDzBIhl0&s7Cm7c25m3kdTTIViNn-|*PK1^m4 zzEdwKrW@LCQDz$Rhp*yMP|BKSN`%y?&)r2B1Pm;J+#g&XK;{|fRobBX2DP0yupFfzgeJyclXJ@Cp?q{dpZvPC;pk8v> zGo+7tIwk@VpVjqDcXEw7c5H9oX-4BwV`@a0sT;)T`|BBb`LT>^QRkjiN@Pt=jgf6t z%N?&|p!S7R4=)?6fYQ5F|6{DXo?h=eE}z(9s6J;b1+L03^^w324pvF7ldK<#fD6(< z3k~{O*=qk-3@gYTBM^}O%x8bpoKGCcG}8x0F-laU6F%DXnfQdh?F9rs#9 z_r1z;v#e(Dt?xU_1J6iXb*=LU0-evk5iXO<&g{+%jXV1r5^OBdEov1=s)>Pl1v^2{ z0T@j76$SBA>s-$V!mbx0z7dBPkUry*wc z&EHLdTLiQkKe%}O>3?`!sMMlYCaf$p`(`1%#VU&Z*Pl=X$P%gCJe uTs)!zJ3ZDM2-Vdrzjr} z`p29j^~JU%m$whwsFr{G9@COb3m|T^OX#u(-LYKj9a38C3}W+Pn%j)hHG_IH2X@u-??9B_N&#J{*|9TOM zZNXIn&S5dK0he(_l7m4lJhNAHB9*`9Eij^FAR`Z6CQV$&hYFngo>BI;v(V-;n_($i(%F$1VfL;qsih-y`49lEB}H(n!Cpx{`|h>UH)e(a&b_Da`emI|H-2!P4?%JW4LL0XBi1oN0#f<`hB z2@yhw_gPt4&bP$GPOhnZp=Gb#H{np~`3#h#EEbq_q$m_@$P=MbN}ypmT^UjSrCp3y zUYY%YK|_Q{2}(a#9wX3{MUWeTgXDxlTI)Bd1$)Fyb2_H{7p0W@MZxJF6cngCEZgN6Yx>zrUQp zwK0@2L*$mggQvBI=lqzMn4B$1 z|9;ifA;xA%MO^?jR4r9H*rZ9bGB(Ejj^3j^P%#UItB}82>*uIKb`{3^ z2fb$yC6VW?%W_;?&9Ew-SR5~bxbsw8O8)?B*?V*>7C;DK;bA@NHVHQ6eq#PD?M!Qi zJhiXBvvi6Y8rDmuMgA6v8Xd15Ec=Cn7Pi*(I192E%u;x2JTl@d7p8IMjJms*FTCem z*ebxMT({5|^Rc?VYd?*o)4+gA6UT+Qig%Y^RwgZX z>WrNRe%*ojdxDs9U^wguPy;k6c=;t&*6bdH;2LsPa9G(-fv?(skj01&Pqy_H2n>5?1@ zM`!0PvxL9TPhbK|98!T0P-t*a+f6Ng>Tsn0Y7U;(yF}SPra)$u^TBdnQ0dq3pJTUhny@Q@+rkpkEtC>0`4hd=~RD zz?MVGwKRtaRTXRgJc)8IOxyEBgzut2#%`lOX6W(W7|P!*jHdtsrRWD%X{7=fh1d!1 zmwGn-QHD#!;D=A?Si&@kH%7}vWheLe!B2U2K3K6`txKC*A#Xm?k0WO?55u|bA8OZ6|fI~T?Ck(cq zC@)!5iB;b0+l=IE>VN>~9sp|r=of-(?$k)7U_v+5p(Lg3(A1E@n@cF>yoUAkCJGTy z>iA78%=q%fbCOll+C^DXw2o~ZT-us2EQ0&p%tuOyVCk5L9v@@a=AQojGgZr(zvWT| z!El}l?u01LFEP6o%;tR)T!txfB^c;h;D`M2>GB1GgK1D9b>!TdD-mo#VE zPx%kvtU8F|caKg@n{;CvPHW=llvMNtLqFr2|6Xxrl+vU_q`U0N+QY+)@vZKVFDS*P zOQX{rK>)0dVplQjdrEipus*#=@iQP>2A?(#4MCSQ@>KwC|YdsS2`yACK6? zJo=MM`Ze!;sk~N>yi(5VW35J;Iwm&hz<5u-CFp17A zEPdYOO8XVe5xcV$Fef%QG`6*JKkVmaRKf|5`0SX+TqaP2^RVf*zrpRiw!7yjfUHQ z^sm0I;4%{OYoPM`g@dLk-Qn+_r0pJ>k&$6(S`Kh^@7t+Nc`Yrio!q}LCkF5ZeldM_ z{@z1;wgBwsF4)i4ACUkS)pHdp(-tS=b*}L>PkL?hCH5_y?Efb4Ub>8dx<5QVBT(^R zT)0nrg+%4;+?zV1GS_(-+be?1(MmODuqaFpd3w$44Z$ig-*!cK>@J?e41ZkxWI~q! z_E$%9THqIpqqN5C;hC^DCKU}F%tN)LYP3<4chGhb!nrz{Gl->lb!%lV!D22EtC(ae z>?iL_s+?Ja_s=rd`=X$dbnMs01J35Ln6E|CDO`me+@Ys*oH7 zn}MdjB!ZTE+F5nQ4P3PlYa{sgPR4q)MiQUi6i{?$37k^|6T8wIJV%+~*`Cuc_YVlg<&0%(h@) z%o*&@f`5I+q_M<(1M<7AzzAG*I-b88a><#QG}`44SBdO^0Eunt!HfnANcxxen(EOG zQ#FpQy46%27uVS~1(k1Fs#>{0L@@L}Wn58vzCpKYu%sRvi&xlCHe#8Z!!Wf@(xA0^R%2(h*yu z+q2^?IGJ_VtHtWgL8X_$UyBzzB^F=DjDOe&3f9BPFAOuZz zS1sYvEs}!3j7#(P7_Ce+I7gWq#||dof28S5@M3~L*_G_>yyo+53J1qJ5r*v_kZ@U( z)xft`_=b9>MN)9rQmLcyt7toU*`Mw~P|;MD1d+rHKar94M*!j5)shE2c;^+VL`+P` z!IV+JsZ&xhF;}-4ot?VPO4w zvp6=PidALR381f1e0es{*72`c`AXnLWW&z>calxVI{tRkE;?CHPE9=sWtBJ#E;}eC z1v^b#Qz|AF)}CEJwB0SBYG+LP1qMJr`$xsyQKZay?h{>Ilv5#X07uS!1p9!EuPR(Y0|*< zqgp^)+R;vazwfdk{vc%go-bn6X+e2zaH$fj&@Y#>?Qx&7R9a}c$nwBFGP>b!eMpXj_1_qd2USzekW%l;=l9WMgiuH^mlRFuQ03D~el(!#K+&0Gjn9yOr?n?LO z7A_cFt2ys7*8a>vzno98qqR~Q+?%raRI*Ox+w$y=e!nA4LcU|^G#K0oAyqGk`0PJV z`@j*5Nb?H(4EmfvCI?XDNb={$DM?JjVCUmTnf*CFd1om43Gi!JFLJQ2T=(jAH2Y>S zwqDhcTjStqQlXxorDl2=swok=5=tc-0sQrRzXl@1!ptuuT5-tFu;5qJ$U%dbFp5zX z$LP$KeNPl33K#q?po^FZnW;xG0E+LiEApY3UM;iA0&8a z(h!k1=H(V%4poj95<=`J=5U~Q;ao|V%ElfUKe z_jz1svcC0hh(fiZ0Oxgoy}Vif+b86liF(SaCS5odjs>F~!rQdTXTMA@^gsTMQu-z>HCA|#q1qP6}rUIu0(ir~}5BR&!Df>ZzP)jS5 z0=eD#-wajkNS`x(M=lv%8ZSi*6&UZ0i7V(~2NIQ(oh{p(Z~!i7AIa_2H>*v%r54&f zVfTv9qs}YpjE`rLG74(+jpgIDm4Dxt`e~ir^gvuaxjB_bg6%kEOcRqh{(=y^h>h{4UO+Z+(Kq zyf>H9iZ|6KKiQT($i4xt1Iiz^CC7vBdNoy}zmu3l7XI6l?@1F=;HxbMb1LZ1W~=gk zSLQq>-No_WphGOUS^HezH4d-?Gb_N&rUG>J4+GvXu}~b^-rmpY8y%Sxj8?vbbShTb zLv@HKCqbBe`+T)ov07L&>CVZ&&W!774~AHmZ8Ii=+W|cS(-?|0M`j8Xur*!eNk1!` z^D0A2X>Ca58g2_CoTiLfVnn@J(WbX^@L|jadz?3q7bKW~7JYSllwpBioXZF;G61|# zYnOMmi$4q8hAMYCSlb7>(!u_RCy$Oz1KQN!>{8TusWr5ui5)F;%bQ`>_G!}ZG{$!U z=8(>tM(|5=0uWvzneBg-=%G|ByU1G3%M<>VM=CC@Nk*WWTPD;K_9F`wAvkn&gfv8y zokbs4cc~_osvc)g!~{mGn!*Y44fZzDp9Cq{7u3?6(WU= zo@kDm3lV&Bw9`E7I=63IUBBWvVv}!H`sMnOox*K#|DcWA?quJ?!9!^Dk57T@UpW8g z6$H*t;5IjVqoqNpU+B(^QC}iYY-*NT@g02cbDBVF%E}_$WoN`}M~1tDyAJFY+BIY{ z|J|EZ%6Twd`-V#f#dhr%9SHp)P9GfG$H2O`WT)ovyy}vl}6!K}AqfSEv4mIzx!}2Tee7Zw1Wr#75jDxVp9{34f z`I0!mD_4PLNat>D8hAjxpJ@_e0o7XtAld$URP=jPQy^F0Zwk;2O^EJ%ax~y7s$cY1 z#Ki!f%=6s$Ze$b5)5Lw&KYF(%6`FrBsBUX}#qn8r-0wXVlN=Y08A)>(aC)KszTw(7o~RbB zQ`t||;mI+ch!7!EF@Uiqo{@I+%j;ZOki60+eL+@*@V)Q@4f~k`d?m2}sh>;`b{Quq z#N`VxbRPCps(gJxh{~?C%~}+&=>Q?JPj=GZIE0R`e4=BPD2*l99+Wq6B}_QfmlD6z z04cXBj9o^`gNv z`Pk)`6-9ie*Mig1>C(qem-B| zv4l>#`F22Uu~|E*%qCh$@A0O^$%9$vb{*v;cZ@&GY%VR;@#ebi`!)E3yCZ&Rd2JB1;s3lVL+oNlZH~)ZR7&GMT4H+J1n6MAfPgnRtSvdg25_YS-d{u8b%el5 zEMz-c$p1XFSvVrJ_u&J5XS^%+4hTk@+FE0sR^bQF@&7Ux4CxJ-9 z_}EHB6(w0**8EWN0$MrB@bBO>VQ4X+lA=YR!kf$?i*)K?m~oO~FgQn`&p!JR>5bq#{!ovQkML$2YHa{ zBlV3ss6H@6@vg?Jc9Fk-+mzIvl3=h{qQId<2^tz6LzCvpGv`6}ds_ zbvF8dPwm zBTI0bxf^?cTUOa8%G3+N7?ubHe`YOb^_+#CoQpGUNB=!a6{9DGCB4~3WF;E_THtQ5 z9xJ`}FO6Go(q#Z@9`g2S2NeX+Fr2dhSNO;wa`XD4%cfzT01uK&b*%P*#*zJ36_ z0%|}-JkcnbP#AqWzwDg$5WVNUire1Ule5680E2R;*3)L(m%duN!YYg|Dk%+a=%~T` z3}nQ?PI)DwFd+eAj8{5XXfOSXnp(b5G=o0V%F1fCuCLdSBlB-J-DgjGi~fL=4^^L` zaj?0ORA4lRrlte;0p<>9iEF3(bG9MSO zHcXAMML_fxcSfG|^+s$d^Iu(u4XK*lMeEO^U)9!3CF13EiT`$7wYNTOC3cM|RQ+C% z2$20+>4WByh{DD-C98&)fTwc)P(dG1M03#XFqC1{eD`#wB79lecbWwQ*DG-dk8dUk=rOD~^~Sn#+f$jhf0*)-=8{Xrrb(6 zFG9ASU9PH?#OA6YMH0$S>LY6BCG-gv4k}Hz@G|O;46g*rcQC&+;8~W!${f8$OMQ3| z2oo67=g<;TTw^C~)e8}X1;mGlD{xjnM?IAr@b637Uumixhe2hI^#$|a>$To*(nB3X z#N#XAT6E7&0`G-jh*CcY{JW5AG-(p&-qoikZ>w}b5`D&blPH<7JrReuy(vsChPJq4 zeWWqi{qWkF+G_K%vX(lCfS%o(TiRfZIHeH<%@*s)CA;tUM9U^|?|y9smWytlVjQlJ zpnpw&B@GL0sP*^g2Ie9Kd*yAQCjHbrnLMr6ujI6O(CCHEZDaGTR8MQ^h`9{)dB;Ak zG6RrcnRV8$6ANnVu}OCQ19q8$FB;(^F#!U4L=e1Kj_|wJe#GEYx5S*qBn;kPMxwx?E33FHi*} zymSNR_kbzc7}>+p&IP0@5xo#H3^;S?VeTVP9y#hQv_BeB?MAvjsh4vkrP# zf}WBh!Lxuay~hikrv#w+J%mh@yI-S!B+0y6*uE}%x@ePEuJs(Mf&gR{_oTxwwV1Vr zzng@$#NRX5Na^YpLRifhds=XvyK+v52lK_A?Nd`MpcQRjf(tFlnsg0u>z2+8~v!M^;KNDF2plBT78m->vi6I^){ui~~Orz@eh?e@o&|B$%{6 z(+fgylFNxQzC-Fgk~YB(2ykND>1WIFvL8ELwIOV>uz&kZE9UDMy+MI^<9a{hS%RoK zBr~)gH_>1sZbwfQzgMgC^KZ-!CjtDx4GPy&Jd*+tirO4s-wq06=Gu(2eH9pq`j+Ad z?!mcy0Fd0@-Y9Z$3(wzV%5%=P>{z&lb=t1;xwExAXO>Ut`c=YHnp(gzPRgQs!2^Wt zERf!5v+c@UPvaH#C(s{(akD!6JyO`Ethx+4+t@z)BMX&9H$hPsvbJ#gH(Oo4wsKH@ zlDSs=>*{HCtfTc2QTpccW8IN1X&fimrj4= z%Hefy1ZNEA5N9Re#Ng>t_0BS2s|w)O%_+fmpR5=!m|jhXs8dXpAA)zC*ryY!s-(@{ z&Vfga6aTzd|AJcGmf8zA<+h4UdP!NB&pa>Y60&AezR*Mi4nZ`PM^%rz+dg!01kg8flh6qt`uz# zjjWPD`?joBjxh{=QogX?B%#!Xayvix6{w)T^vo&8FWWBc16kCam(ALK ze9Rqg(~_O|d!l9&pmR3riK%Kmx=nQ7s>~(<%~=#e{Sy*5L4&H2cQ>Ul#EQsifYMj@UlA|718L6N*9nB1bkcI$3>^dDh z4U00aeAn-A{$Vyj+rH*OxT%N;c^5d^zJ&;Ds~9z8$%TG{Uwvg_{s_h3BOt7P1P6Q+ znd#L_m8EP{;?r!3W%#yBi#Fvi^APE&e&AQ>u}RkX9!vLHP@VIS0qykwarEO1yR^e3 zfJROx51?8?oX*SsqXZIv#QN1eQB8!Yfq*!=;x-)( zN3+veQ`C6sD`1?8q`A@sm6Rs)sw0MieKRVc17XfAhgKo!B;IFLQ45Njp!xptO4?y9 z0THs{yP+HUNuFAKnVldJ7Sh+2G--qgGyBU~`Qgm&`AVs--1@nxfsxszo!_-%aV?8` z8H+osO-`ukl+Ki(?GjYWZ5`fs?_nJSA;-3$pJ~8H4x}(ebT~U!wCum9dv=^Q9U%U_ z5hwcexeSxyUw2{WDJ~_HF~D72gkooU`GWi>-vPlDHVOrwb0UkK$&E44%(b`0`Xrz8 z>;=h;Po5yj85mC_G5RyQvoH3^o>{q4m$NGHsYMR;TOtg_OqCS{|I6(R85{BO-pq7B z2mf6(0D?|4`L9ax`JD9~gV2MUATRiO*HpOHmJ?-|;6Cu|G#a4S9n4DQS0ib_$D9U! z992RquFm>Z?gvuq;7eXkQxA`I#LA|mG!*(dF}`V&$x!K;q@YM%?MbSBgYa_0=?f|% z*)r|ll9n9Q$Jzf60XaZ=%A9lp@r9BhE?7?W*J50Uy-VcKx;O~amE7~m4 zYqC$l%5Wr1V9dCm{wRLBpu5HUSNNB@^cgpD+t#T_Y|b7>{Co6~Fm>jB<4$8xVPQRI zsV>^I^L0a&&nflQi!3taPpv6Hved#58@{QfwAkxD_h&(5|IsU6S;hFtlg!#B zwKmg^cJylsuC--D;4EPn%t%9auXv#(3&_0KMGZij`59o)wi9`dtB;3)EF$5&- zE;;y9YN2h`^nQHMRZuGu^Wpe*yiuPF0>DmjBp&pf+k2d{7r&g*nCpBzm9`8k?W^ll z|EMXcn4VR#4iSOV>~b0GyNp9#oPkDy63Yuln&1gx1eMFLDlF4ZKqf6cbplc~>sKFh zM{>c2tbi*Na@o0oqipIe8rmbZDL*Y&2tmqlmCBfgd(GuyrA1R0{T%{?}0(keBR z4Vw}9o5-A+i+kTv*$hHi+~&SvKyl_?>@)kG z%8%^khBU0(CfD@HJEk{7=sIaUidU^R1H6)kjqVDsRO-0Q0Dx?mLbk!26GB5R%~TL0 zG4$bflZXHw(*r(77cGr>P50ue@mKb7P+p~1S3}I2q4CBgv+6nZ8u18w&$UR&Uz2F zPWM@}(p7j4q`^U(DILk;>i=N>%!2mfT!tK&7c4nP!05ZUwFF^o`q4C#nY4z2C}~2; z$*XNI*Wa7-wGy%o2V>{2(ntA^*8F`u=}WGDZt2es1^*XEYK-lL%d99kmdDPpP>nK1 z-j+|_{Y8%{w={dZQmF%yb;BBJwC(&UtUuykh?4HwtBXu-&U#+_PRqlzKG#XaS~U+8 zyXI-2sJHvu-Z)So;{OClouVl6Kw1wnB}G8z>cR2aM^Y(<`sTuj0MzNksTDA(J|#31 z{uxBkxAbu20%igHGvB1B?Y78rEg8xfoC7$hfW0)o5E*wz-cKLG9-U%b8c?1>HmCI8im9 z@UJe=ROYw8y;$FQ#T;z>^}bGg_%%9EFawFsCce)JW39E#=*163klfdJ@(QB90ZL`> zrCNSrz#+q^A9cb9IMlcQvI6$82{IN{#{bC5QS_pn4gqjJ3fZ|ZsDHs z+_p|}u3bkdF4o@7fDKh7)lg!HqZ-yVXj=nloiQxFn7_qNO}c8lE)j={2r3yGGH3;e zl{tFO?5DFGoShTtLGF|1-TZQI>xN?AeZf;Yx63I+I|lpKGrH+dYpSiQ9UuYaDPIxt z^iRp~k3gb?Kc#a)N0%^w$bk<;?I46y?(rDqDf;yEG}p(T#O8nC+Pg=X-Z10ia4g}? z<=bhEixP7pSnQr@e>Rg`&z(gikaA?G=@#hI^7)xyC8Jo|_N6z9WerjDMl#=`0m;+l zb2l~oGv}o_(3YNsk}WpP4CdW|hfRSh?+(igS>=TBrz3Yu>QNU$St%#V4ai=KD-#w8Tn^a!{g}2b=OVDzdHkAkdjo_pEww+wLQ-;dIb?wWON{<5zXCsTJKN0FK{4GG8Du4%)TJDA+;)U`PRo=$UPBAP2cTh+y^+7)yg5)fX!I z4e;z#2_(raZ^oB1) zW?f;Qo6hnO>K#;_T~jA#FbrG+9J~5uhO_0o!ExsNuqNCb-;lSyV>eG&jNibff5@BE zJ$q}_YHrFfR-;9C??bN}Y3QE(wD~Pl4^Vxtl;u_BocwAdGv%1wodKd+vMde|)$jTV zoa(c4D~*Kc0G^=rU9sQhdbOviyE5=H%xGkMGL36)Bs7VB+{>GSUZ@u{GphG6)r`M9 zxYmmsP6To455EcvbN7rUVvaa%kl3S)Ikl@|?|DNxkvNZ`1R{wYCc>(0h%ITX88=2G z8Uie(@MbuwzTW9;f{k208!*>`2Lv#raoG7iT`oW3|FzoF3=Kjgj(REYL9WPp&9rt? zfrU{n_L&f_D)Gyca3V!nr_KLfidr~kr#-8av^dhX;9%sn1nkWB*uo{$BU2{xw;ctRc>qA@3q!{6p>YCn+Wo6VUsW?TY z$=!vZcoLV%+RhthNVDsY*vC~qd6WEF{+HrdB9zArD8_PsQU55Uvbx(g#*AmmPQU=i zue(188uK--B@JCJ>Z`!e-Yr-hF*q0%Wea*@VQ&mWl5sHe?4}dDwH>?l7#d7r?F3P_ z1{v;qlpr8DVaS+RbIel}74Bs{P={Ox>RdxZVq_cuu(j#13+WqlBVb`NlHd{1ge<%x zL2q`R_nw1ezN09VZc^LYqm4bVsJ_aR8BjEGYh!7REay_x6lD1;QM8s0J^zZ^hrI9Y zbN{Bon>HLf2PNkX3ZD z-pA>E&jC^=0XEOf%^hB9qHWl%&qzf@1=LYFxw(NFHZ2L@&uKy^0fKqjIRGMyezq^4 zt&z<`44*j~=cR{Lrsc0Rj55+jSGz49V8QuR_U0^bR%fYK%jnQDq`2wyp<;NSZ|v08 z(L`X?_ZzpX^VU8qoosrqoXR z-z#Sem0OVTij;2k6<_8U{xf3VT*F5jDq>L&u^kS_uZZ+5L2PmTLtc_pgW&xuv21lf zsVRv_a-vf$B~WSLm{FxAQ_AY-CCg^1u}he9jUCLV^N)ZAd?qyWa{(6Sb`BgQObA%VnXLC10?wl{E0FC1KLlko%#9}bR0Z`_!;C`GPdnHa8_@UA*$dC2Tij|*5B<~ zn}-W{Ht${2k^e|*;Bh!rVt-B+V*Wcj!eWddZJ@P<0QOyy%thtyLYo2`cm0mV%p)p5 zeHqG6J}rE2S;UqM@0rX!hUs}+OgU3 z%k0EJ^8&vnn$gr@lWCg;%0*puX~@zZC3X8(^}!uYM3QOhZe4>UCq`a;tnM!Pn5y45 z7&>{eM0msy>`(0YW>eP}Ro^ZQ@1H<=w+Y(xC1HAl+nG5eBui!mJzbi|m)8$ysq{;(yu>0jf~svuyVb6V~|77UuEzjo2cZ@dE6UP-&l3LRb86LgrI#N z-_v|djQuEvXun*(oMTK!kxw}R*RQ+IN{a)B7Gb=F2KegERn+qPA|P?2?mB%Gr-590 zeyV4fFr`ofuVuy5!u_Lo$G&yptOh1K09{ZQu}dl{ABJ@VyMu}w_q+t&F(tdp3x~5r z5GeAi6O2gu`tCjOp=E*bFe=C>nnOk_O;BIoC8H-nV$-oOVY3zeej|=mdavLNlC-q~ zL6{ykkWrIj7WMDm{-&a}VosD=FKMy4G3s+7h*d|^nws7k%X(pdqGQR*f{j(*T4aOx zoh7|g<&*8>3S-cyOI(xY-wWp76jONO)u}% zN{43{n1F-*Wog~S?vSTCOdf;H((2p8=wkI^YxqY`Hx-#(<>(4S2+Awo!ay7Hf-g8F z763x^5*$RdO}|On_&=~PP1{qTk>SC2NfWk%{mza4J8(eNA89^|exfggt&$DIBN||# zL0MQIS8RjoUCh;v?dlgaFT{s)z?_y`J~ z)Ey(mw^~gP-)P@4Uvs3-qhAg!_U!pNe9;(4)Alg{0$-asw=K z7GUZKmI0;?=A7Q)9QwGh_^BGeLhiYcJW$y8o$P$SNh?{Q?^&}Hrd3Q$yNJw-TzC_xl(m93})P-CD+xT z`1e8BUdYrqxpjxyFziddE)f~)`gVW<5tROxm%Avo>V^~K3np|P)J&t%VO#n+JQpCH zcQ&oaUOU)%xs5`YyFSinEc)KQdGd>^k_a13zIox8+J#!FnQ_QO1D3FYJG}ODn8BcX zXEuub#ExDIiT1bsir}IXHh2vlFQ#tQkhR9k_bn(Q4W3hcXB;}0nXQt9-!xBgmiM1% z?qhHY|mWO;Bm9cILO!kBgb6s=)s+AKyGgIfm;bZJ-jstuzB@%5IK%M zEaDWJ0j-@@(u6Qxm-@Fc-=4Jw(-hxAGVscsETkgR`5ug~-8}EjsI1;r_hK6eOp0=N zT#@T-ymhFa91@X~oN??cseU`t^%wuxoDN>R&{dCOu~(5 zoY;ou)inf>cWlctTbbffc4#;$;FqVfzON1&iu?U2rb8zTY@UUHsT4kyVv>#pB(M9X{a;Z*uOJat!v z|G~RP;Y{qOfy_ex`CEsdoRW%Z=4U!ju!;{R&+ zB?Dn2PHz-h(Q#ZYzQ0)*aeL78gR4aw-X%cqtKH?c%K*oJ(&3yXGT{!{LZ^MKcTr;& zQr;ddi4s*ef0FYc%r~Y$#~_tVX41#Vc_YQ4E60uvOgN_3UZ=d}DK`(kQbXAdSwsXe zwL%sh`|P`AUULt(_~$B@|A(!&j;b>1zJ(1+T0&A#N*Y1BL%O@WJCz0j0qO1z=?-ZS zknZl1?ru1I`}n^1{_c0j9m6w*f9M(GJbOQD%{A9ta}~5TOq|VO-ki;AVSW4W&s?oX z_1k;r*~e?;jFMqhJv2!8(y(flrjKUie1}=Y)n<#ZoZQ_}LtAbu!T}_F`2K~TjjI^E zJtjgc1JEBkDnWP0`OjdaIVh%B2YD1`#M!z#})bO2Quxij+jDhBFvDP6J& z8?hi-bNcp6m$CsnQ8eh=d>)6H%R;(+%`ZP&Q5$yEbT#_*UWSCca&g7*m6oi&LdX!1 zm}P5b`7YLxWGfP=7Sc&8ypa({%2uYuLL5@YGV1WvtN5sENV0B0aFuYCa7_h~BwBB? zs)qE3Jq*aMubAaPs+KR#r0J*M{WBu`fjxMs6)^e!4#P9?XwSCCQTp5w8G|&kQ~F}F z+fGVH-0AFLkRxCyiDqTR^yA|ovq*+dio>a}$LEwBC0;r48VIB!*@#5|2_k#(x&D$7-z^$bE-^G)Vfp3ql>Zx5+m17k;xmk0P98X zbX=4z7L5Lv#P#*+x)1%|B<>?a`G@JRr?~}6I9h?*@*HD*dFOoO>4e%B#)EpH%R{z$ z1-q=xBq%XDlF?KtK}H(GE!*;(X(WXdj6*DhDlvElsq}hs&mvP3^FTNsCg$v({4ECL z^(xij&@13ILo{uz##=fG<`SI}iFK?L39uvE|_hMqTVacBrZ!%8a47M#c7< zn$|z3F6#Ie)~E1ozZZ%@kypY<7+BA8mBNr1GBVdkL2j>6448E-4A`fz-z z>(B^^p17K;dvvrNshw;%m~45XCU`98t7Py5!)yNk8OW~`l){g38v2?AWOfM(TE!mW z?e$5k{-AD?aLQcDO#Xa4&VYm>xG$u{qb1zsgZLoN7k&gCYVPw+`9sKfN*j@7i*hzv z=3H4@*?^ug9E>rR4|S4gT#Et8Ef7dJbU>Joz>A^|2hE}g@gXvOv4zM*$1xVa+@ilF zmA4%95D=w;cS8(tC@G&+j8pK4%7V1Ucqg0QIn+~uDx3u%k5z*uS{T>-DSUiSkO4Hx zcjGBb;;AA{_)>x)AF94V>H<3XSFmsRZgglF5P3xt9hI3y*EuDT|?d(HRG=ZOWghg0tXhY+~R>E%VZ+txV)8maD-7T+_$dLtI(M{ z0eH)ejHGUc^46?I5ZvBJS((ZGZ?=^?Xe;8j(5)c2|DGB;_8X*%p_VrUU3~*pV{Sa0 zs};V;8}1(7o&_U*D;TZ6C@gHVEC+;kPLm1CWV9mo-9n4aYcBTOWGGodefQ>F&sUeixmXQ}`CX|4} zF6}u%9QCDqBc-UCoXc8PMW45>m`3>8 z{??Jt>o2)|e}6w!NCGB980N{quLQ97H=f%M+V>xbwJ35L`T8kIBkjY!Z7^e+x#UJk zS^E4d&F!u^RGn0gks43OI5Ls)s5EnQ4dO-;=K5HMot)D;{Dx8Q=Z=3iHcpA?oscUV zT5bqLx;7kXfe%o2!#?bbtG}lHgYmYRmisA5rLo|0R6%hMV7}bovvHF5Il<6l-mXir z%P6;z?+eSa!$@#JsIp+u=reYJ0puqJ#xb_D%O3tY%NHa&$+uB;n}@U zC~-9oU76&WR6!VxqD}6Tm0q zoIuxQfeH!vcZ9do4_UA)^UarI>=8$GK9|&Zq!Dy+@;9D%JSxI7@qvj23yrHNqEQ6@ zi|e^@Gztfs5y3J)WX~zc;^~P#mHv1ur8#-HSWTDqtR0qM#a4ApWEkZzT}plj~1F0|_DsgDQNEqUFQsSmco zFrKU|ptWo9ms-HPva@2wcKN=na@VW2r`hWq;zsOU8=?7DupRxU@z2<9$)JR8z|Fh9 zf|{5biT&H2N{g9iI1UOcpai=NejKolYWNDk6YKM0BTPx>@#fT>4ZtOYCQ90Jf$r%4 zy+0GNPQNBqNyZ7v1!2mDgI>Hz!T0o`>radII3so3cfRH1<^%dL~2^`kVX z<(?Tnmt(?)l^~n&?Zr`7_&wuzfGqoXyYg3UCgbws_*iE|>z%dN+IpJ=(DcsnWe_`f z01Pd{>Gq~2T#HFDq`XE0p%c-h7%}exw=Cfa<-mnf*xHE%&y` z+di!6uTWI_R=VWek~3s8)muW@{9STw+T(F`cXmLAy(SdyQ8tMOn7AmXfP~WQhefHvio$P zNMQei9ZX>~S?$re6XsB#%RC^#BvhzC(7(%0Dte*IY#PU(qy314h_b~IKcwglspCFt zBJNI9=6L%1+ASiZ^Gp29NUa=MT}s72$yiPwQ}-l$kP~zMOdCEiQ7!o!g1<>m3I6== ze?;sN*j$8c3Jbhf!5C1%jE#$bjnEq(hc1YvD3jq2e373%CM0OaGI*Vabm{m)+otb; z&ut0H1lK~yZdt8PlWLSihZXTGjW_AQsTT0)fAF|N#tH4pu<~w+#8?GF_oLF;{*2hC zxA}K0+yk9sX|VqA;YX`;Ns3)#v;ADP&R0&v-dC4B9AC1xgRj##=LXjKxO@L+Nq3U# z%QYq6`0#vnzMJ{%x*)Bt9=i!%sJM`ZQ1{`(yLhssswA;I)wzZn!LyGFRFk>E#^vD| z9IRPZVtRKZE)rhU-*j&7KfEEtA9SQm@xF^WUTtW23ciGYQFAaCkR&tV{TECUI(|CG zE%U-y3EaQKoykTnW(Jr_{`;>? z^@!vw9K&$>Hh7Z;XWfRUm57U0mxKT54duPJa_{r#P*ORQcB^^**^m_3xTJyAd~TbLt8M<3IGqU5ejtFf{Hxdzml6SIp zMabFc_HHBb&SQ?jTcW;VQlZ3I`ZyX*9Us$Fly6{%FbE6FC`InOKk#I}5wx5IR_&<$ z&!dbn`X&RY!yyNV~DI(Y#eL|%`C+PMa9!jqP=p>P`^T?{v6 z|K})#3{URQu)*}^sKTB+!6ql&k3SCNexd&82Ak?EUv$&Av3Y8s-DVpjP8R7ID;#mh zOXPcPW-v4Y6P?3Z8MX14GNV1&B3&;m zDQFbVdl_ZekG~9m(bekDn{j?A_hiF!6?dgWKsF$dbXR&gR#)EQWiGhIfs2Sl-Si#q zQyTR&!Cv2jz=e_ z_o4~!d{9?mU%#5zBG4h%5qTjTW#7b8zhwP=GwSv>Mqbnz>xP`PN`h<0v3KRPFH^U= zx~7D7i(b1sm3*M$CubAwR=)98)dy#!xH52KQ#d@|aNr>saH_~>wxeNN%Z*Xn&nG;z zHIZYDOGRnJCaH+Mo>~(jEL91a8eh)%ZGs&Z3M+svlKCATKA40R4axT%LPx`*02{e9 zIr9yEfE#tEU;gvtVgVu|XY^|)wx--TIbT!V1*gTK)-{~{db2rX)SCEn{Ru{D&&zF8 zJhs5@!L!LETIr;4=?TX<|3y5-#80;Px1#;8CSeP_T9YrDCYn&tHZr9y&!=GaNH)c{ zhBH{RzY=mkZshIEY;AGivo7m>&gX5qi8P3;H?0gW*UsF$Vry;RK@GeR3s*38275J zpI?lnhJ1=lX;O6>_3q1C%yG2}D{Q3rGNXswDcIkli}vWW~{81aLFI z!vR6Ti2z9;CX4|3_tzuDSBlG8GHFey!b)2KnQRL2y?h>DwNl;Ln&_niBY4k*YI zOnv9kPrhQ72N%qz@tF_*kBo;K;WMK2@Ytlp1O<$b1F6HolSzZDvI5xa(~tMWY6Exf z>E!4LV`t__WfC~UEQgM4wIiO+n3tOSIaxkB<(sXSmY7V(?W>$#B#lT$d5T|j%tn)R zNKf+#!U%bH^9ppfa*93%?sd?L?Ym$0mDkCoHw8CRA;~LcJ9Wq*`5W(PJirK&TCTZM z_N{#^JyPMe8ToO0Eg}#M1AC}1Aor74PVa;8z+oy~OAhBT#~1h4>BA$%Ih(GWd<^fi zkQEl*#!PiTgs4`WL@Vc-j{I$d*TPo`A$DN z^S#wh{H1NRe_r+&-$M5+F)yXpi`|`n=2yWbtz=R=In^iJ{OWENk%%U8W`&y94)85H z1EhRyX~qMlJv`g(SNmX~UL$&U&JuaCy8hTd$n+Yn{`j!hVx>+oOI!*D49W`Ul&CR{IfdK7?5E{=POj&Mw9gf26Y?9#M zV3#$2oSQw>w*Kl7-jFH$mB0QVwy1&0eU>Bq{*-}Ns4-03Lc^YL8b$iJ)3Zk&&{tx{ z(Ck^}c#+tX31=BK4tN>T4bYY)7`j8#aelf-8z=sja3?~dO)^t{S=?1&b!(OGcBGT; zYJn+=mLQtJ$Hu%<#@8t(=g>@XcSCb-P;Be9z-`UU&hAomKV>Q$T_COd+4aa6<|5ul zR!Iy&_T8UC6}~D2lshbh8*^*R&STsWA4A;xFRL1|EZRdl=MDi%V~&SjogA zUbAeG(O!KJ?A+xYkEnCZJNn$wlRy@9pnk6I(noEgTaWBF78_|lQJwF2-5H^% zsouSOs98`-+jV@N&4!y48#VM-S@jbYDU!O6hAbInftlYH{~6yCzWDnkWV~rHKf@R` zf7~mjXv7!}3@kOes0#j^H@fT~lvIj5Y!Oq0ijb=6dVU$~8K@eZF4fGj)%CobnmxQC zig>!4X&deiBgnB$k)kjeNe>gr$;!<979Zcc6yps%qzVcP^#|hV{-VABU*^TR&LbqQ z_-Z-Qxgej(!v#OH(4fF{EN94j1=I7Oxqr^mQU6(-h`(c4%zRi>@=VwQ0b^MR9s8(+ z1$~uqH3>^ZA)M($%#q0Q0kYS9)4e_R%*ocu)hcya`~ImR^KM@nZ<1xXE@!qIzSGv} z&GV0DBrV7WQ3jEt#qGoaDo?l0dKq|p&?LB887jM@cLIH$HY zj-StBK11@S6aC`EqwiD0NCwI)rNe>8r6+Fcf|G($7bRAWDHY$M>Mz5A`?@&kzf{7H z9)I{X)hXIHzoVKFOG)nPkW^vx-jz@|2zq48tQN;pFVVg(r5}McF0k=CWQnTyO$-e; z<24EIswkycg@~V;5rw443qNWO&dy7ssSmzU%C^b?cQ%ntOSdVE11vMzNON8ey1j8; z@vM`yv+H^5eBp8c)~U~sGuPiAHQj=ZYu9F@t6%^9&Dra!I^%hT^#Utc!lqB;{csBL z!UfUGP{A@YE;p2$0Le0)fezzhu@p`^V5ZQG=^H#P=D3b& zgFw@VhLq~&FJ(zai))Hb{v+U1twdOtK@cm`uf!oS($#GhXkOGJVaLq^0>!Q!!=|O- z`PwBm4yUFitJ#Y8cUOmXE5pZL*G=?2i9;rk6(E6nHg>WKMzc^>Zik%{nT#cTP3aMQ zKf2v?dP$^6aO`q$Oe*4~Ygp(dCRpy(r)ZB$6i8RbAuFUzjzOO5>yB(Dm?TkDkMkDm z4u$)l4-HpDdo!Qi#F4fqx)C;eY#dxKbp%m2cPsVhm2XYvau|?XCZ57~rdnKLB1e>Z z!dZy><161kO_|LmNko)qa%I2 zeUkGmoQhaxi2SaWxyWNwx@X=qg=GFzd18i!o`!g$&Mln~@V(*Z`=n$MBBkvHwR*K0 zmFm`sgL(R@6jIQK>J^}DX9qTreLY(21I7$h!yW%iFw{y9)(tgu{#9+5KN%c-4eFvzc59}AAOWd1p{)T|9FKg$wE@yooZZ{dc zlSUf=8VrTYKD9@Fk$xr8+o>v4fs#RA^}7THyCdCBYE57kGyDooj-ZjqR?b{KIeH*? zlAB`3?TCl$VrbDV_#pfG=5&%t$I|<#Q1*p~XVjat#_cXtZ?QGDj8wX{vxXFvv)y18 z$|C*CD(68kTW(?-DI$w*{M`iZZO8+@_*?A*RY_{*w@6RhFwfH>;_eVCjMVcQ3WEaj zCefueI3oN#FQh?U(k6TgPrRF~Nj4Ko5UAl^}Nr8O* zT9g;;N9_GOYl+LONEXs2{T~RTKQ8oA-6v*QOipeYk*a0*`$fk^SldWv2{MKn5ck_W} zv~_x{CjZs;UhBRL+o4S`FRRgK3uoE!pH<`OJqDVnZpv0D9{xwW9;HSNzhYE8(OVE-B{aLv90oEjhIK4%+V2PO@C5OM?g4*(_bYFGoqici2im zx6$^ZN#=b{3(Ob{X~8_h+{BFN_>P>QX~zB$IEr|c;;Yss$5Si<=P`P7Lc5^d#Jgxfp zp?zs->A_;dr@O0dAgkob^hBDUETr^%Xegqm3#VeaxIcfMk2)Ge>(j=Qxh{Ng=R5LlE%+jv)8b{H$q-#vHI&~{?;8M5foLl^LQ zhu|COBJ_qZmBTRripiq^H7mS(*7LPzL4x=`zU`)qf$7Vh67a8i=CT>53SHZlKIw{9 zJ3g-P^>7~Bv#D+g4i*;nyP#=`2XOT(89BwF)A%lvPm2Dd`5Cv8>30%%|s zCiOHOZ?7;Ed2O`9;>RM!Sw(T-4{d4Tnt%~oBdbAXgMOAZdsl@2XHohjvNbfYdOy&X zcoCsr6JwMlJ_Vn+HSa?|>bY9u5}e%TG1r@*bN&}e0K7n+w)geN*2HcsVO9*Yc)itu~%VqGSiZOhqxqL3eImfp8g@1?|(hD2JGEjsmf*aR&Zx2w=x z@A5CZs-qP4{YYdDgP}4%Kh}a5MhR)>zBh=|+f&Mw2G{xUI&#v~d9m=qqy$IH&v+Ss zxcQcbTet}U_GRu%d|rV zHiKJts?=x~zszWBeVJ00O5==caNNG)2qzO?befPJYkbuFWrcUy-Y&_|f`y`_L=BeM zdAUdQ5OIB_y;IAdVEnQ-$=h?xUY45+^R1)f+)^14f<<38F>gtF(zY}r z0M4x?{<8DL=BuhbO3Kr(l<0L97j7>p3LcJ66pl-m1HEayt_ArsaoMZfo~a-uF*e{RQR%pys${yzrm&D9%7*H zC~MT1i5R^b#VMbW6cT!QM8>*(81WH*p82cBB}k>;Xmwkg< z8)uxY??CLt`Ia?>PQ$GrKRp28M&C#&Aq+z3?!tq)>JN9KzsVD{I&`1zR4HUqXE*EB zAYwOAad3<*Z%{TRA-7B9^t4KeilxF9&m^$;`I(>--0BJ5DkkIpSfYsXf`T8sGP1G} zw-IHbp`m7WaymN8$F3@>*T*sw0493r3V~t|m=9)kYYVwLatLtDUcc&4hp3!PUwdjr zf5%P&>Bq{JHgnRQdh1+jj)LiEAoDCqA~sVnlb-*uTf>5Fn#4TUjC2FF^VH_5!&f5R z%K;P6KqKzDkTFEomR5H)x&qA<*+|9uxXJE*ue3VwVrlDsax9=9bcDy|wPqe8oYrH; z1IPETl6ZI#%_tR*jnDmj-b4Q)8a1Sm6l?VBD?}xQkEUfUJ;4@th? zMXhs$5C4?@YX5l0d9YMzELKJ%j-l>)UcVYWkmNbWgxtNs>J2@Ubri%T6@T+L75nR! zs$;kNhD~PH5m^H8;-y_**S;`YdD1&TuIQk314P#aYhwR$j0l!B1tra9=j%NJI26Ia z_peYn?|}ERpp6Z^ZQCO&II^-z`sS049YbMxN=nL|%B?4{I>&7p(67t3y;jLXAmKsf z1Xc4NkF;UkkYU3=)bVL3;Hx^Lb__p0t3sAm7IHARW&hnX)H65c651{2q06-|NTZHs zEPrkBHr+t>;?_~fZ>{ELS^ruT*6QX|66Qq~{Rjc`>i)&#Sm$O*+qOFEgTdQ@_z|KF z^6Jpb+)>0({5$>TC8j}5Iaf??|#*5jno%K+0IK}^^7LvT_<)fivqpX5(lJO>;>9H;3z)Ykoo_>dQT~%*>9C zP`TE_a60LDjcRd|^~$Y}cCIfrxTWAPt?|!y@+qy6XN$@($T^PAyLNekf-6LbxRX&& z1j?MD7IbiNs9)}v_Nq$cX7<*dLWt@1j1r8Ar?G_dem3|Abc^_AZ5-**l$Wiyq}>-3 zly&Z-=}qqUO3AMGW8*N=@q|U@{!~5$)yBI5d^PKf|D)9C{{7!l;}s3x`ZdMV3MMe* z@*ki#Tq6f%T5@w0$J<9lYK<(9$UE$vg?ntNYUMs?t+@u1S!CEQfI8WAzFmo|=3|jmf zZurg#S)1ShIJS|oic>gJ&dWL2LM*>OJRx5^4qwpKwXJQ|`l18M)HHqmkFB?}_xSdQ zK79(+BSVe8Kr_En2CS)wk)KZ8arLE`80=hYTGV8r7H=uy$~>?6$p}9d)Zi-3^A6~^ z`RP;d^SJm4t!x`n_EkwaDq@C7OMmakYL&%(rh5BI=V5@0kb&pv^7^#O;@8olsLByC zuk-#=?lv;*O$j~SR;jAjiuJLNgzEbYn|t`A2~+!_Qs=029-cBw=BbRW)gEFwZ)%R8 zQeWUm9T^(G`zMr;(Ad&bEBmTWE}*Ely`Yh*z9`of;JygxUCEN5{C42ngGJQq#rEA# zdzg5r5eAl(fV1?!XJZP^Mlqj+C6HX4go}&oy?7I-w|R+5oqO9(y9u=W;VzZ)5PlnR zYQ{`#pLcnb4)-JvJ=%uHr>8F;JA%`N(@bj$AKy}Vu?B(975pHr>^DBcuVRE+r(9Y3 zK7&d3;1S8q5L9&WOlfh2)wuZtuFe%r;Tb=!m=kxE(s1yd@@B*yc11`7WgDrA5;)xI z303W-&%Vl0BCg9|M`>RWQOF7{cGk>~QzkV8P~@9sCsBfGj_$)G2ieCWryZr!NApZd z#QcSaN!EKgxb)31wKcmR-Q6O|$;t5Kp}ck*?6MDQBQSm~ftbc+>kp6>@4?dR$H->? zko88Dwe}V$hy2~QA_DUmF=DrIzz5@*2VGW`jY1(BO}302ZX*smqm5< z6j>%kEJ(WVkShhyP(en_j^JXrLHoQ7d+G9~QPg+XIM~6_u>oY`d+z-6?U{v$!&ah^ zx%uIsJN#GRf8o&iywM7y*LXn(NS>(jpKyyo>VJ-dbWy9C8WIn~U?<@h?s(tBt=F>B zSC1HoOVGnj^*(lbov&PfCN9^_-e+Xq$yAi|FbxX7Uk+b<2W8hze*3Xec<4-T;X5F% z96GPB4|@b)^_yr7_lcjw*^*mfjfw4<;bm2m`;)x)VI8*1`~ZoRQua$>eVSb|Mn{G- zx3bFo*#OJ&yeZRQjhgSZqS+{Llswt{6mcFFNVI=#^KEbZZ=#?dM2m(HRWaH-(vR3S zfAzPGul<3;k>vcOc~mRx0DWitp4iO|`mU4bFh(4ZYAHiwnZKL~tzY&(J6AB(Q&)Y)iDZGVAiImbE#3j-tkIzwSBl zESCDHygzQ$Obb|^@g{@`uo1JqUC+rQX@0e%`|RTYbJD;;b&_$quLTyZNCIIw@aO1n zo>c*aKza^@T(=f~U8g@59oA4k-ORi)`#jv%5x}PmWRiI~>2Kw{%S;uGZ%7$O50)jNPwEE)(wS1$&y9nj|e^ zLj+h0L6oUf*Yj81+V?FsoiE9;HU?ALNG9b__yKJ%em_qZBJs1sqSByJqXIBOLncbp zQ*yGBP+lV1X7q_fQd06IiDvRZfB%UKx373u+B&gucE~79NxO5&nUo)`$?H zxbk#slv_eGI?3L&CQk9rE-DVKc+L=J&%NIt*h2yKeukVZ#^9%xi%WK4aT3_R;056? z6!Kz{aE{V}yxL>;?luw^mhLv_cT_d1OE^jWndp1#_m*5*%>Xupld^%3~FY_kih6NsTZsp>xHWac{!#y&D|CCG+ zAt?6m)L(Ynr-Ry}_3$hsF*KulTCt{x8pkYw5TR14A#7q|BDFn~%u+nC0BpK9q9y5f zFF~O#1DLyAq8{kCiQ{{Q)hBD!`{h(W4P^pOkSp$FlwSqwY-!44G*Y&*uIw1oKyN0o zVURb(m}-KtFh+62tsqG%Dq;Y~*CYc&(FG8}I|Y=6%qR!vBz;UVMQ9&~YTs)Ap16L+ z!yd<)GLBb#niQ=lVMI12W}(1Bp}$DQk1US2zJhWK~EOjJ^OcN`79frguglpzcmDINZYQhY93?}tE_JmOmC z`!~~N_bOIBN3%?smew9;Ph;b=-1F8XriS6j9 zcE0^Hj@2Oa^((7lo>Wl0!+fo!YDRnea2i)m#HHI~0kQ!&hewb1#NPH zpR+Nm2vR~|{|;+)u{=D6MQ|voNeEdIR0*^v>i=o&4`=Mey{^X#urK*FqMyZrdHGS( zPP!%)FQ$)AK6H~LVKQ@j0VS^h@<&2ANW~s@| z>j4^3J%wG|@@hsM%g$^@(YJNuDXXQ1h$Ie0b?1rg-Za+DX2T9M^Ql?$F?NK4;iEr=#kBiR@Z;jv#^!@P zs23VTD5qe(LB!y0HMGACS3~(0L8z9isyed@<;B_Tj_OBrS0o&0HdsGYec~5Bt*ky~ z|G+HvXXZl`U~+Q#e5Qh-T+WZDFM-h97-}L^)pHBN^!6~5RDEZYJbJsFv%{C6glge$4I-mQuFF#-_vW^|NzcPkc8J^%m}EBJ$g~fIn;;_vJnt zCAS+yFnMP4r@rRPyj_ZM8|lv2x0-$UuM$oB^lCj(=el2w5g>{*?YGv)N|ztQt^S9L z{xt*F2Z`*k<>k=Kf0*A-xVlf?isy6)`DIWZ;mtT^S*6IdE-@@MNC2suq=?csG)cDS zrb=GZO)l&s$ZTwv6eC*Xgb0bt8v%md%*u=eeb0M+`K4%h&t!9bL2fWgo0re=(w9#m zTSNQ;9i=iqmDhilR(-ku^!Io>JkTeVZ`6|9x6i_`Jvt8b$8*P(`K^udyfScF+Iw?D zt=^P3avqI;_FGzXVZWlmEr7l!k0Kn4NpnEr-aMu#)4Vqk^{roxu(W+g~P0E^%8f_wY>{g#W z-SqG^rqX~kt^jl*ls2^81o(Ht;qsjeFw$|6nOlEsZC3^`Bbr6nM_DGLYA_^D4t#U- zXNBerjg1x)e7qZso&mJTn*23rP9 z_Wx3@7~<<Gwr zT&xb5z=Eg)E~i+w<-2cHMalKo(l4wGMpGGdAj4s=(D# z5c&EqB0k0e#S{`lL#iu|Ztz%YV%kXX3)A@&f`mGO9Nh~VTx-yAXD!Aqo(h;U5iZ8_ z`H}%WP<`BJEMdH=HaOnf4a`=+TRZGc7MdZ9R{CY0*Kj5f?zptB-xMn5pG|ApGCChE zwx>P3Q)~K4m%?TX_wLiDn5wF(`hJGk*jT&ME*w!Igp{G~mh0t#U~C$>;;DnBriAt)Dj~rh7QI8$2e^Kswz{)#a zTw{dS{YgH7iKO4m-#96mg81?XlCX^z1cb>=*Tfr1I6656DLOE3-S&k?)m@e8_&g4r z?MJpDq8WSDC6dy@R3qGH{0ik!1(sbMjJ#o>lr{jAhnJu`=V4Ihl2_u^VAJg@D_<*pi>5$VQ zUp6R~9Pv+^7&3aS(1A78=3{qGD&priPc7Iw5=2zbNw`oPyyF+F%|-=K`|2T6!kP3{ zcCMEU3~SxO1Bo_LlJgywvLVNCC^y3m_JC=x0Ft~r9S`Eq(A;=FNfAy&e|(y#CWLmM zgy9gp+&S*XbaY#jE0srfOr3n#`9TlQ3IKQ|zZfbvuA+6Pkyc}LJ-9+;U~tJZTKANJ6ma3)Znm#SbM3XjI{ zHQ!NaIv?%N^o-9%PtE*MI@)yRyBE;ndd`$T^7kl^`1qXN*%B%6+N0Me;+MSQ(cbl! zJA;o&NzSJ~wJIJQm>f*WH=Nz&0*ZdMTiTQ;QyBquMlz?w9X7Hk1_njUtKunq6eMPg z*H|Fi0i~jdvEAqzpuE>++8`{T4YB*he!+;T((TfM2&nK>O4JyCd?M76<-H|a0nSJ{ zwm3LAF)1lrnT#|vG`ClEZ9~8W0-H{JQXra4rA(_2cxh>FfdHGie~|!fCjE%xJIK#1 z{H~a;2+H`^KTqV|%i6jmKRn*@5Pcfu+U3#bYf28D1vG8E-3%`#3&YfC1zpv?^?0K= zyDHZ`VL9Z{4KU#^PPzyf)_`^+)KaIClC~f;{{A_jQYyWmLC~^tmvqxhhXZ4yP-fH1 zi4#SZ$N9Ko-t}1&lcX)g8m;UvelroDNKE?TZcM|~-A~VWb*9>MlKdT>RMWq@WEXe} zlxg;``4mHV)wLYV(aD8w@QTRcxd)-*0Tm^33kRE03nweak-AD93>izkS-$H$MAde~ z$gSQZhl5E;j?4ERyu@KBVKog4l=S5$o#nbas_O4cRXPKXA&wDTXkKRne0I$xoLi^E zaZxEfY)_Ybcid%-HHmqq0c?TRw|DI}$=m?H@b zrBey{$92KHhs)t)-vMk905fZ|m4?7lXkv2md!LcPV!geQv9UdfpE*;(Eg3K6RaJWc zoG&aZqaZ~6WZaJxPp>VZqGF{Pk0}iU@B8jTSRPBJCM~n1A@t;#EjCrlwh}mo16-SKm3l9y31M z8cgY)7+E1cPrciRG-ZUxe`s_K&l`d3EXV%LJKS)df4Z!h#nKlo$p(ZpAOWE zEdHX^eaJICOUrm<%`-&$PX|7NihFd=Y0=>rtxvPQe&8JJlTnoKHzl@SA5DMjqM`XW z+1WPFXw#vcyf~@N2-ZZi|67mc?&M;<4SF&`{vKAII#?m+(wR8)IYvaV!-!SCdOo`e zagub$xc~|~k#YJEPy?29zebZWdP6+6Ml$$-LI?D1$8XLO+PEhtK-B#qE}7}Sj?!a} zgj(`_SWU^LphD7YR8{CN|GPf{#BEp;X%{RIk!4Hven`B+2Jf2`V_hQwg>eah(Vkhv z;ER)HeaC7h@|N2E)A{A$Gc%Nmyu`(Sw!?zq-8j~}7Go2rE3{QDhc*Izap<;mhghYs$`45Ggj1A8n2ssKer5WAkbN@e3XAaLwI% zXb7CDm%R93*7I+C=o{^#85?zc?vX(<1iWqK1NQ^P7VC&8&w?e2D9g+C$3JpV;+aje zM}>ZU2U+E}{n6s%vfR<-v7XiA0(c-fd5@Bwb!gm6);!*;n#imzj1p?9b6m}_PAw_> z;oiz4ZXarStZB!ANg?}oR4w?$B`>9I45j7U)U9sJP{aw^sNe6DGcE?gsM7piqznag zS-k$&M1O~@*h$Y0o+&!aw@AY5nugf7xxb>*_8FoUz%s^VqaVbC2nUieJ(5fC*~RCLXDN%*tcOOx1BQif0K~3 zf~~i8JmPdYu~@+!f96Sz-mV0+<2)^OnRbt4I&H>8|OxT3u+Y8(^Eog-ssnJ zfEQGnjtJF;d+T+3&<*WoL--?gA8iclnqDq1)Oz!uyL!)fL2lz~YYG+3$3i>v!(mL# zljfA-vATGUazhWi-e#opq%{$HrGn1KmCcHvwK3KIuS}Xp;J`(Yb2(8&J(v&J-+6At zQK{=4CNi)X!eBi1v$(H6B~Sv}+cqN0%7%OBMP5|Qb5!^LD0sd{NkZcSLPv#Tzaye* zObCCfvjEa+zq7DA{?51)v@=^+Lp|P>6kbd{9(l9KwQDTAW~T|ONf55E%QbP_fcq(Q zOhH)MJ=tK-ezc~E>W)3h`Qm>_#^C>hWF*p2!0+#)TMVxK$$G@7VQn5es3jERXeL33 z3cp^fQWc8%u~2lnv^N-I&e*QV*z7CbpM}x-Ugc#=S-<6SSIE(`Z^3(w_1*h&9@$Y$ z>)f%9___?O2NqCqQ+r&? zULbC1)gZTwVO_He;1w;9a3N7^wlgFXM5qDmf~AT0D^^VHo!fu%YA-X{lP`FSGq{eM zV-{?h!h$eApmt$_8~0tm7xO}HQAsMN+#X0r|5|$)J6=?tQ=3A&rvDV9pXMWPhT0C- zAjjTOo^(I0tl2vX`5&C~fILPtg>|1m?cICB(|-+~-1@RBNE_D!Jz zGKL$=O($7xr~(Pz(&YwLOHaMx>B_6a8BMCR%H)`s?T9&&71S_)+I5$b_TBZxNJ;fXhZm*8v5>5?@-n`}V)ot#U(^ILS#e-%*Dt5mBZKc?VQ5}G=W*QqWp zAbw%LH$Is-EUq1okAjLy=y+A3`4_S}59_{ju7#8l-iOHSpeLKXET_gPS?Ow=pBW3taE+^Im2AwsiQcK@-p6C~ zC}CV!amXcb-mYv-NTGK=k4s~k48H$sn!>NY74l$=9YYip1nEoMk|g! z)pDMIB?WwrZL+;AJ^!P?s`EPhwl$jYkL1HwkM-CTi*$c;-I9277FCUu*;&h2MHZN( z(2y_~jW!17>6tN#0vj}cfkc_n8vJcJdKE7mxey;SDd2RrmbCh`nh$W@t9e5!Pug%n zY9|qOS*PB7rxWx7-+M4uuI=D6jvvwll6K7r8H&T*2bbMm=bFlHPv3j>7LRZfDY|5W zDV5D-;;-g9gf!~$g_QKGzss&U8m|ps@Y=TZ?1YhtZw#vUW^WcJ)tXUpdV1)aJ3i~z z$Z8h;8*2;FIswS)!j9{o$Ny>gKR-=abelxdLZ7W+UnDGiaQ5e81$iw0ygZ6@Z-^`O z18sOg&E8<@pWH6L-lihw^BLJwW(pHSB8 z#~BlDOhbF=uMxgO#aByel838jts@W6sDKWx8p#J-T`U~ocGo?24q;73SNy+3dHPzYVmlEtSsQmmDdsg9Nim1sq zYUpzodf|*D*j!E51!m8K`3~Sx&r&m63!t-b?#2RmRs<5|01y=5*#^1^LYD&I0XYh^p`gE;b51D3g-T2J zWdo}znLX-`zpm|5OH!IOXjhW0~M z29#%mYJ8@5yj=SwTC7P6`vOr z6_N1pc>XXYLlCS2!t`K*5RP@8PXP8Rl)b=7(Os4j7kHJsNf zeR>5k4Ez7%>#YK^{27I}4r!!8lI#ojI~3-oh2D{*(UxDBm-?p zBd)L-ob=39CiX!_%yDPuNdcc+f5XQ}AVx{1L|FFq z%=}G`m2%Mtab`oGSlt+Nz&#fiv%_b{UxLDsp6CxZ`cbUxG;#X38&N-MuA1t4u8y7G z9`BcWC+BxdM&c$Ob@ce)U1&r-Tx#pK2e4>qaiT}6a~{vN*lxML^l$Vz)zC2sTFIhC zUYEGqTf8EhPb}oXf?8KL=LoqEZ20vL{)C3G=IPPYb(cLyyu767k?HE5ikG!t7%Xo_h@ z1T;hi=|Q~@_Xm+Y6ZfB}fZ-=8KU?IVy;Byc3Rf}n;7rpdY0e2Btyr&oVjsMz8WfP5 z2qDiorQonXSU~#Dp=QFALvO`vIMABXg^ov0DQ79DUQLdLY5wBjZB+ZKTrn0#$Lx{U zaTj~cehUPIu3IJLN3Za1ZJTY-FuXT2>W%IwV1HAwu+s!cJ*-=e)cS&Hk$CFh10agr zPxYJ8rRyfRw8jMxY0%hsJW=kfM&-1L)8<%^I= z)NAw4V<^w7t#J?ana#2n&eYUrTRS|O8cObZ&+{D7OrPhG&>>^*9QQGMkOq|U zHj{sdi^EgmT6MTZ(0;ec{ZUPN#4eM97QAR93j{_Yaon$*0}`XX&M%~kA|f80@>wT# zcf;x)>a%zvJe-UpG~Y&$uFyjsM14cT`>-$9TNVhtXW#hvLn$BwmUApQzT)7J7FX_7 zN4(K&7ff|$(#SW7&uEJAM10|HeUQ%~8=!2{3A!YSKO~#hY;JB~NJr&n<2zc*VEeil%lo0RsJS)AGP??1;NU;SVc;qX}PwviichPDf$*X#IQni8Z2GQQ4Ew zx*l^Uxg1JcH0v4}q%_Ur!ss%~7bd|)mays(kK$w(A$)r|64H@-Z04s@cc@>z1a19=LbP-2e_J&N32}%Om65hKJyrob}La zRW|bj3CFAb-4;R554BHI=qZ*(FpMQOURm*K?_j9nnLln--N`zb;1lQ)^c9pFlh2(` zaam9Z2yMWbVfHU4 z!Akqyg_rxSO^n6s{?{e{l~70_Xh^g6AQ?dFZLv=Ol}QQ4VzwQn5895`ui_)gMB#q|lQ8ZCbA;Zgypj6z*f z=$Vvm++R2+pu&I9YrZsVkDvZoNQXRrlT{><{R55QuJ5jX?Ar@+pe=7#Lot^iA+Fsj z@gG+M#~h1z0o?tdNiTbfP2`ji8!M`={tS4g_ZC|+UXe8ie}HzOD;(DZbe4?mcznK6 z(;78bp9e;I2EV6)^CVUyz#ZgN_=8|?y!Ku9J9{fdK<-MB8+eslA6SeQQixG=##h7I z@zGuvQXOHIL|xv^8kL+c^KRLNmX6JW20iA@?IRCgi2f8wNHnE_oUR-|;6xh^Jk?RT zaIrSd?OOA>K1FAerZkCsBWzqW8D1{6wIv+p)bq8P{QwHuZM!9m>4t()+un0~_~-17 z`D{#r#ZyMqrfUxS4OCTy`?MWyZEDImmh`f`Wha8@`&XEyjhtDlR#kk!iW?6uWgNTN zqi^`_B2bT4Z;Ai0x;Yy4#pcl0$avD974&jkejb-T^}&K+UH*a-k@JRljZpb3IIxDN zxI{$!F5!UG2^GHERvaH62f7UC-;vQip|hsXo7Ck8MGEtOqjt30^8=#0w6tN^E}{?+2#A-@J*?bl8uWE?=gxQ#7o? zEb;3<&>UQi7{Oi747<(CXY8JP8&*}B6IGd~!M*A592uV#3`r1R!`|J&L83j5K4-6*L>+yOSw$@mx*TJT-;JO)&KZiVzC_h}+XT_H3Jh%z|n>fBI+VSNR?D zlXs;(i|gKxcsqeQ-o130b^vydJWF&%RGZ6+$T2y$7Q>v;a4G!21F&62bA{QUz*Nd* zf&vq<>VU;lIlWDZ=2HB;u{&JXO0pCyOb7NUVqZLW-O;7d?(+H(>ieF=o?ZB*HcwlK zYk*0BUe5)jo){h;m6f=VZAlD3%y-hiK?wp27KXq$QJ_uyZwGK5Wz4@MoV+yXf~CBhLUz| zc$Y^o$rl2T-Uur%OrQmQ;Q$OYTIPj|g&Z{f!=3$Q^W_UDz|m$<_F7|jWDMAHM#skL z@6KnT!*~*_Q8(t04uCq|BL)ZHaN`0n(-Hu4WdH7-2)v}Vkf_{hhm}pM?Xm1(o=eAIED3l z$c63_g-q&8ardUwXd=%R{5T7P4Bt3bm7nhi`-yz6#-6wxj?fq(W1xBvM+x6r=gZlt zD65N*Ii0)iWV^FZAI|$8RAwFZrxg}8Zac0iq>4(9f;eVi{|0z*OrGHt&Fk^L9c1)9 zkBlLqdl=W(j-oy4Rvi5e21sG*Ix+`oL0>1D9tc-3#3TsgYo*od$%`mm&wTtv3<2kq zf~#^S(=`5-n%uBl%Z@K?n)sa=)T0Kh7#(FExcA!y8OJMOFOPw#+ZU)kAM3i}IR(N~ z$AuEw{)mC*Nlbiy8`e+<{(Zn!)h0(*L>JszOye&Yz}oVKAT)3ggGV%%`L%?#8uodh z#cya6bq2Td81D8FmzNbRw3G7L7wAn+$DSV;hFUl+%`!GQpcc+A3H&ikXCYUatfa2f zizhOyK&DMsEXpN>#^agOA`oPR=&Wg&VKtki#i`p3RTtyKn4TER9v-YYo^hN3n zE+M+{!a)0PSzx2KOrNNj$ zo?02LF)=X#9B8;7y@YcME}G7?z_Wvg`h<7EDQ)b_7$9i_>!3{)%5_bcb?##Ng7xY< zURu>VFHR;;Z5Zg=;&XFtYt$Ucu-L^d^ngZ&r2w72ff&p|srw8YBu+?YvTmBWOK-#e zx{{|COyoDMWaGq$)0)HLTf>3x*?tG*(f5R~FIWmjO;!0;k-hTQ5|T${2#B;^8^87I z4p-+aI^ci)roBScIVVI?agWNMkKv!e`Q{orI6EU@WUnTu9bRkC($W{UuAaSPBj_8D zH9M<7Nm?o+zo1xAiaz|_@Al@|4@-8T&+gL@+AXqQhB{Ih4hBJsoeI#(sYb`FLwz{P$27hO`3{r z1j36lfPUx|Nd55+#v#t~vuLn*mE|X4y@Y&2#9X~;h*`Z60`Is>2c+#?%K8Ks_)Il@ z@%;^-Og$wZo4F()hvGyag-pKqiGlXQmsW1Z0;5^!*7*o~X1eZI9dEM0X}T{$>#EDx z@bt$X!tL_Wx8`Iy-QR1Lz=?R#V~3aN(wprlh|4|&Zeym1GbCc|Jau-*dkH8jV#-*D zDgV+ny%sL>hae-*w){b)Rk18N0E#tPCLaHeIin&}=O93HX(aaimL88oIEr|4kN4;9 z?h(W;8LV`My3MARI=}tYYg%~(_02Chf1IwxpxktOGynnrmbO~GK_1pjZXpp14rzWMUr)KW_ zKW@iZg%|siRrkJjALOmqkb86z3I;I;EJBcq7v&SI_~X8zlbtof$Or1%0?!L>TAIMi zWnHNOdT*z z^9jJa?L` zmm2|$eAisr<#ba_R}L@U;PN*2mxC!z&-a~0G1(E(IYZl&YzG6a4Q0L&VXBaF+L*O@yU(uYQg?A+}f#H}Arwt!SSuy$5z7!>FFrg28r= zEAC;%l$c?6C({W@4_sqSTxxs~s>#|_Q??Z7XZu@~HML(%koZrd)t#iQ`VDdLfTQ=< zFVF%UEP>nsdLU4G{%sptz4rYbFyH2c#eInb&tdLSm4xhjX)U_^VVGCeDpGh?O$Ybf z6}mM$FTPwuASeC4KiYw5aAb1`4ejq>8B8~eb25!y9Q2*&q;5JPOdWT&hk`QskAF6; zy*Nn#%^pLQ+x<}JRuiwKK4t4SE=gD1>G5u6ZhOQ42KN1SdU)q)V>Z~I#ys@ou}=y?s=0*)ZvjqBpgvno z2%M>xC5oZNT8ILZJQ~sM7VJ61D~jEj28*wTvJjXLqEX)J$SkynjqEt#kj(u8tcU`w zn@x0)7*e|Tpsq9O5QFf$xibvIpPFf9yfbIWnv>GcUla%}6DD=zgmq!ji5b@#4Tljf zLO*5^d|d#>+wl<1ft-vv`yOIOy|g;KHgKHnt-wmY?6zwEczLAuS0;NLRRwM7zesbw zXIBv$J_!qlT%xM*?!4$Eo*T^f7p*`|_B*PeU2Gap(pt%=m&HKeq$la=%{1V8OB@Ex z%9);2(=xHYPtsD1;cpc}kUvM&aeq6Kz{Y#P>J&@ekkeXH{!z&S{}7=g&E{-u3kmbr zm&My`EGUU?1{2YxmlQ7w(h&YZh}OX@UN2H-bf*$IK;nu?$aUmw}(Q;ypNo-`Ro{4 za;MWrHow0P1BrG7QhYUGlkdJXA%9*7+;d%Jo)-DlEFVblOU#$ByU|ZE^1zh!90bFT4QP`VI%jRosYuhHq;X#Ne&zr?o zFaV^_uvc1GS?86PBb6?aTD&Wg>G)o=qMEEMIRi;j<$SaEa40Br<3@Opun`zp3^JZv zkC2}gYsgC;6rH%7^&E|mXy?-gMe@X^#4J|wSKaP?P|DakxQ0g=v}AVQaOMN| zNH)o{Sh|RiP}qtMu%LbB_i=zPEtT;D=2(Qur}i&CiV&I@2X3EHd{Hj|`IYCjB1FAh zrJ~g89UYP#mx+!qHnG2=D1l~i+qJ-zkOW8+b~e8wjY~Y6+tA}koSSLdQStu`AD=`I;k(z$ht9{82}VVBQ!pW63*7AbIm`O;QU2E zz8QS;(J<<0{pZ&!9Ow_H%Fr@EG7E2jch^HuAxQjNcetum zTVdrprO@=$jtFl2{1NQTK5WY2p?UaCdWX-h+V5ze^}J@ti85jezy=v7|G4om%ojQ& z*a(TOocVwTCJmI0wyI=D<-$Q`#+weP6j7~_yeRE~pWp5H{UY|s-miBJ`R;??% z`sS4#-tKp3*V^oJ@j%@cfG&J&aJ<$B4bhOv_ztRybUrQeo8mX|web`Tq1JG`qiamP zMjgJ^1|79rn1@gPiyYUYjKBegC=uJ?lU~QD=vp$!ZJY6PeIq)41+QN4C%~|!b7U9gTZ~U$pnao?Kz|d?9}XV2uhp37*=U~i^t#mZs7-29*w>lLR%QHqJn0HW z>faGjK&5r&)6;YDNq&B(JGEXvxGAmsW%qn;&?v)oq@?G|4c5h8-DVUpd^Ye`)~@E+ zWC%Z`9c)fc9SJtKBpP{MUpBV*>}^UeEDrqe5Nx@K%Awhe80&GqalHGoG2By-KV)x2 zQ2FcV$Xl+wKd+$8(LKfY?7cDXXK;VH?YvYx>TeMQ1hiDnPzE7E z|6fi}zcx#xb+&VGw06d01LokcRn}0BJ$y689!0`{1y!b^KX(V#7}xg$*H(m8ILNpH z8H8!Q8sVezP46qUqExL+(k4I28xd{A2T>ySu?;L>MjXJ{_|nozEI?sB0Z9Q9JD`1Q z|Lwd;a9I6B72M=hYdS`)<`n2prG2e%WK$3fe-WpQU(dvUMs&&Mh282fWWiJ{605qA z-OOV~#(#0pK$WXJKY@J;qg1Gto1eep#3v&!^VH-c$a>kD#-S#6)*82YXu;9k;BQ1^ zcGks&EMIM{G&miI>Q2FLGxxagl^6-6O9tuXh?Xi#-Iu<}QgG_SrcuhwBY=MFZdZSkM)(SeiHRw&!w_sN#BII-Xu0EW zaL^Pg*4j)Z)Odze_O4x#&j7)C38;{+H%lu6Zx=d0L)v%G-*FK3rN{k(7O>eb2w8T~ z^CsHUDwS~?(Ppn4ds)I)2{uJdQwu)g-E}BgdehbSEOd>!(3hO#c%$Z*zWBP^pk%JT zo%~hN(4Sc%o{S*hSThR{AtTti;PW0U|P1-ca=(B8B_!XZ0 z@=u0j-iH_CDZLr82j^v(RT9~QDBg=0lY;x5?{7I{cpFh%44Rfwgof-lZKH&~#E&={ z883SgLaAzrwJu`<^jU`MWp;2y) zd!!t2+E1JY3O#71!nJ8V@KIGIU14V=w4eKaqdj0HARe(OaZGGUA1whEaHU3khz~Dio!3JNZsm2 zXX>ixbn1>}pXoX9)~G#!u@<2%j@pCH*!>W*UH_qx^O;$gs=e7jllv4s*I?Q#GN}J{ zQ4i=D1N)6Q#`OvWm=%X#xi+NXlxiH!(eP6+sEw^l+vJZiO<0&HC@V1jo zY9sV1w(s@~&JKRz?_dY&8GY}k{w&oe?jZA?<_Ugh?k=$oyA8SHfGYG`h8me)3sE-R zs;b!^j2@-z0U>8cG7@`EZEK#ToZRT_^U~^UEEBfiJTBjl)QZv6iXWoW){5Z;lak~5 zmi<@ihN5awBNte1MT?BN_$If}`kUN%@rrfCBo7!VWwNPYLUt(7A{DQ&9vU^dSqbmr zH7^y3D8`irlDRXs%JG7*kR3J#^q*ROMIdv$E_yl}@M0z$0oEl1wsAgk21nbR8qp|J zl1W1Jk*+5#CK@6Keii+ZmKrGRTO&Yz2qiN7dgsNsQX>Gw6P-9EU)hJxs98aIJq@`~ zRa5Ky;eLX}rU=ddpk)lP=dAzgJcSN)bMO+%y`@8&#jyiwjaCR8lg3TyR%s~7wtbks zxoA?K!1ERWecqUtBCS3~Ye`8AB7ZAj5>d7ou7WTp6)AQVkxZwri8|E5#*}5wU{hi$ zEKK_UAO4apdv4vzlqs$j?o6wQH8viwKR3JMX8OVKn1EP+dSOe$mLnYvMT<&-hMaM$ zzwm8u^ER`K&;@WKz$h*&SSoxrY&_)acT~?BO^vy;nY)?=Sp>WU1m@0sCG}?|xr5fZ ztf>S0{3v_)!G>E@hygOOuS%7T#tT_2In7)#svh)d8VaE}ygk9`Qf7I13|JK{i6?h| zrvJbR4W%m zUhC>?GQ0wKdb~nQTIPbkgtft^g+Vx7WXtkKgXtqUQ4aS24tIYz(Y|7__K2iT3tcjrX*?n3v(O^`I_@p#rfMY{V${nfAdS#SQW^o=}mQlv+R$U(ke6f-i zgEB<%0J4UJ5X6`&nt=PB@56TP;)R%=_lCV_8%$QPB|(i4-Ztlm9@jUh>4WLwJ{mYv zWzsk8X#POx(-izDo#>8+MaqRAgCFNR`ajB1kC3I((}#B7q1;<-Z6&&mh#?fS_Y;z@0Z$C;{ z*{mG+ddEWM-NjlguRtG}hE1*dR#)g9=+bX}jxW6Xn~Ak)h4rF`%ZIF;=CCG}CLfa~ z$Z}A!GDd@OP9ym% z7G%`Tp9Gl@*#fBws(k%{ZB64=c`6_Ig_keWzT3(g`lf{yjfpeeD7g5lwE_o*I2q>7 z@edK$W(7rJL7hR6Fm3|XYQDeP%k7sS27b(ju)_65<-Vgc)eCjR&4ria;*lQ9 z%X||WRJ`0tiVUEN(KYlHl&%YBp|?d;AwaV64jC=m5e@FDt>rG3rsAdH#x2U_$m-DH zG{ylrKH{mnO^@#OGi~}7-}je^ZH0xjhKrHKM8BJ0Gq{^83f7-LwHmjxrr)4N?!N6EWk}K@3t{}B1 zfwZ)SwR)NY4M1=sv~Cq}C8Iz@${-i{fw}nm(QhLkB|E|OY-eHLD(xg7Ajpm)Mwb%p zKE1gc>Cv(t(yjmvzGNyeSOC3c%;&axPnRmbecl0W6Wj8KwfjdAMpH>wKO7(76|8+a z=GX-0u01S*ey495E#f`aC)LxZSOY>qZzJK{cj90q&e%Xu5t^`1Xu+38?s9$%oS;xn zsa~Ob5)WT(9kIX(E&9rrU4nPA)XCH<<62nU!iKGXn{-K6Oxv=HGO|fbm}`B9t;8Xl za9)m&gY%HpZT(w@MW55DE!7^!si=l}hC8Coh0i{_ETATz)bUoCJ-KmtpO>FanPp_< z?6JXA9}lE;Z7Hl_73#PUj#rLY9gjcfM%x6x|1O%3duqRcDnLgOR=wN&dAcv+m1*4b zkTJipZSewJlaGNh#W_XM6PayAQwAeeEV~o<9ND?ipxt1pK=rVT4xfLN{tG*Tkeiv@ z2z>9TW^H!S+1)P&-G-p|uPWgc3M9U%LyD6Wjn=FD8=B6(PAf=GAO6;p}H57f!hi7umEG#d`2{{1_+MRK18P*pjjbV z9gh!k+g#|(9k;+&TQLn(PDBF+PYFVW=grp+Ww^nm0^#SY^d--g zI*f~3BA`(=PAdj;MpZNHhc9oDSE&c_)(e7>0BcgoEnUg|v4=FWzVWrM*oT{zb47u> zo`>DHeOV7)2a2qN`JUht+IGMLiVa!P9X1|oCV8*(ktfi@G22h#Ngjb8iw$61`Y*f{LhY>qR4?xH~xj z7YsQFPnQhZ{NYD>NTNcbgswm0GN^Y7F8oOn1LL7)gVXkh4e-RV==6P(0|DhUzp)w- z*%RQ_$w<>LKQgUro1=8U%}03k(xPsTHDuzP7k?r;N%gpJHV5-d*2@CE3rM^;$U6+Nzd!Fp0dIr4YBsm6ndS4huxkDre>)v;3T* z=1ISrwpx}q9gW%YI%xTIaV*RBxCSagkq48h_gc9gg^C#TtoELRv+53i4s4FfdV1)s zAi?3OtKIPEXnU#eomK9+@EYDrz3>T3c@AWz9GFKiFf!sIYU66)y$VKC92WEO7CJD9 zRhNvey%+KRRas#WfJpw@Q``C=9;q$+ekz7pYxD*M|&_Upd zH<7mxz_RLtv{~wRZ@ig56isHY>4vzRU`f2cqRy zwkzBG!;8aYPj7`FnfmN{@@EAzEkKsD=M|NIJ%&W=siVbLS@Pp~$7x;~B0eusY$jb+ z;>Xc%zdIg-`0(M6Wd^S(DFIRWLOxP;ANIE)Gh!c^jKR31=%Y%#fNF0VKjrU{B`={I zN4o}SCmyu|5$|QK?+rH$m-X*X5Twvc>^e76%G$on0@ZAHhW4h{#!}itnl7llO2GdT zljnF9nUPJ4!+}#)XpGHieW&krkSWulC;-LfGoutQl@!0X|B3&ZwOq&GWha0y^xb;6* z5BOQ8Pdk1rc+%qJZY}AZAGqO7jSOKCl$f6(n3mkL6`qvl>aAw7QTovscDObr(2ss6 zn|-#eOV;l17ZY9fyNHJf9n3xi1JSpIbcmZH7HTnenW~lV!t?^PPRXHIU7#LX-}icm z@57D2#hhcBkT-#Za@}r8Bh;_Hc(ZV!^!;Yxv4)05FUV4thbHJY5kl{i*E)l~%=tLD zCkXON=ng-Yc?z0Bn*tn*XswuyRQsrP7B zK94y9dGE!eQuHg3g(%~3Me{YjId#?LR}5O%!G|OERes-akm&tNBlLja5WZtX7q0Da zX|dY3q@}sZ`fC9uNaLRo6AZFRFDW*C2+@Xmg65b8kcc$j{gimiX1}c^Fe#^Hf?Es| z`rQR5PnAxtQZ#`R>)FTSHCT%Ol50SvM-VA|zU+Qz86u;c1S5`VWwP+?G6pmzvbREx zhiC(8wHgw-VXR&7V8GLJBgedgRg0xOhb$_B6jx^8{F$vO2O0f15}^z8#vBChAR@Ih zK@`;d2vc8n_%ry+j-v?^(qB7s&hMG$`}#>PV*uak63)b~u>IQ9qc& z!;}&sISj2d--v>Y`S-lZdV~}V$ki8;#ZN<^mkHuG4lR#c*9QQ|V zx0))YAKp(^l+{$)^cOucz)&RchbIeNC4xy47{m0oF;$@E_FhId-7r>BQ(@(ad;J0U zAV_xT#Nq$+ot@3Z5EY*vWPTK{H7Z|{d9NoTDyBt{qMgCWO#5ZOWstL4gmSOmRhm!V z8B~kAJewwVanc&umBRP(C`L{dA+%7NYYu45#Wo2BHwunChSG!tsn@NBZl3OQhHq6QB^m=L7EI1r-I8*Hp-2 zz99$FqieP+`v4kKZ8Uq8(fB-H#>@UT$QWNdIYr!_Sh$V*;F1#t>`p>oG&-mjsSwUB zTWXoZnUGS)^nDn;Xh6d#8ldTAatn#y;2{kDKF)H2!m^1lj1C!PDd$tu_zAg(kP-=~ z%YL5?n0Wtgx#)fKm12gOh~B${ceW=XAlPaJrMte;2nMPiUaus)(RDCiPJ5naVV>Op z)@+z2@Ibq7kl2QC#_{z(yHDjiXUbF6V`=S%XV&NM{J*W8ePaCz2Aqmwz-*~eKIi$v zAg?={BNKT@hnT+0JjGPSaH502Y^_sWVG_)6` z+ZJZ3X9|;%EztswFI{U#Z$lu>Zy#MZ^_b?RzeH_-^Qb$7AiV2BeAaV~2jh0d)$4Yq{A8i_W{LHS=NVJN z%anmq(uUNo6Vp!T2m_7${F&D|{P!7^e*f~NZ*p=caPY+|WllL_Y><-1HY!nlM$RLZ zCjwDlQ*$0~vCPK#GkONH1o@|HjTks_sgMZXh;qAAg9opb&5Ft}{rLxDFTCdy$eQZC z6?AfJp=D%G`%T%=LtqO!LKSG*9~&N;bJ7!06Bkl5p;w|;>cPQ7&y!_3*r`V(WMjkh zi{}CF7oTfDzhB$vS=7$DFZn&uXz>A|veuZUw3Knv_GE~5za3LR`zh*xh0GWA`2V%! z>}k%(X|e|eqy$vKuQDpbhL360yUfAs7z~I~)zs3+8;VfvLfjKxksS*PjTNr&zjgw3 z@%1N>?3seY;~27*D@sf>G!XW!DCCLZUdav<{U6PReZo68sDFZlMjzGT6S05T~T%rnj%{S&WxJNc2<~&LX4A@G|2JQ5ra(pE96*;Fj4#9 zjFSy$kMFZQMv}mUKh<(!4n+Apqvg6)&rbHWMqY`b&WE_3Q)-bfM?OC%?uEY)d57yj8lxf{`h&)P(u zXeRJFZDI1e9<2RO$qWFJbcCiejC{ny$_YY54=k5cHwHGT!atZ&a9+Du5OAwo0MhNk zE!?6Zv`Tx7#U%Bbv*wL8lu*-&<%5mj;7Zx3|710NTRR_5RNA(BWW=`Jm&}^HTcSVd zN$LkTbEo`>(C1c#LtrcOEw*(ak+;Gh8{r^u);zLHbBO_HN?fB*bC^{)%LR4P5wB9l z1Hp@@VGuDxNX%*x2rtP#i8K+J&zw5iG$S#Y3}<}2FXAWgUJuO$GI&Oqy&n2sIqI9- zhHpeg{s~Y=@cgv7P0OpMtJM#caeP|&0$cb`s2Z3@h0IS*s;Z$L?CHi;U4~~!Xmo(x4+3Rs{MP)Jh%*U|`sfp3!&>Jf+9ea^Ktl@jCHa`}1cYl)O-4pvK*l+kfoM!IsZJ=sGKSw-=YAjhLUPyiT z4OOW9XKKf%ajCt+DhsQuj+=_BU`JSv>jjM?^N>Jw zXikVxYS_s9D~07}-RaDc580aE4ceFl7tV+vD>os&*HPq)?q#==zM%)vTSNZW|9A!h zcqi&WuT#JNg%mcXbYQLYu4Xo>JOB$_<)p`!#%WVTD!E_7!kO>jdc;WA|HJ?6;ZFgZ zd5}`AY(d!gt(y>-K*)U|J%OUIFY$9+PRXC>c_~iQs01Uu8qfwQxc(_AQT*r6<@T%HTeDE~GsKQd zR6yL0EL@^Mpn%qr_C*n@kK;&8CJ1%`6sFK0BLPpTLu>;hZnd)fGbdG5QgaOeAt=4)wMvuS*tcQr<{ChY8y@GEN|9* zbLb`dZmd|7eQk}n3*P(1_T&bh)KJ&#*T1^rYagHVubZokVX<@^XjYrKJ`2Y)6cODz zy9Q>60_?bQU;Z<|0FTp$;>2;O`1Iy>nBx46oCxQj5aMxrxVzA-G?hPINz3qSE^N#_N72c`V$D@(2O8km?0i5U!6YdwZX zcry-{?R7ys)!q`&N?)>(V$b7-rGA=|NLpwUele}vHC=1=bRC>d;ky@1tH zYPo9Qgz5wpc79+lN1jF5)sa=K8t=e9gvi<+oDj`G@^|`tcaHAL56FghPN7*Tz1nqd z(+Na7AWuIYm&61T$+QN!NwPCH5Oi|Fc4S%C{X}OA|C=%x{#k@*jeH<{XztifwxQq5 z+{I87S*KW@KTZzU?}Ap-;cP5CRQtKzkN453^Md^MJjMIcC(TS;T5frBOAZh*XYKJ zKMHBT3}DN$Nx=lkP~xPiX8O;@I04o!vAJ+{yWGEe^eDy$yF3u#)f!Lrv-bJKm1F@6 ztn(uaB0;Cj9@as$N27l?qhW;oxuG16ncl7rPf
  • sh~QpAudfa zO`MUFo=yAXvIj56mcP^iDu+7(Bce0IhQr}9Hx+bOIU&Emf-_Xv4r3S~vvfJ)8vQ0raX=N)7iKWBZ?M0( zve9OgH_~&&*z79Q^0J}`6H!X^kuS^f!z<}-(paS6j=*&vdGA(~9g@;oUp%50V5?qL z5*9LGW?3OTTXY;S(#b4A`Yk__W81wJJgg~tPB2D(kA_Qr-(`n`3M~Qe`w0>N78oSZ zF$lDSeR8zZEg^P1_r6wD*cB{8?-w28dxeKHFtmFLCBcHGZ31`;!ta+$>TQXE4H- zsYVz*2p3C})FBgPC;#avsa?nOl~*5`38J z7kB$cC+C0$9aLE(6tse!6%r|aAA*fYHt|S0q%^~~rV*kEXbwfdp$d8$xCkw=Z-Tg> z!({5BZhuUk#fX3gn#)F+kojDRoP#@4bntzGsSoe(p@ed;^T%X2FKTsPYavz35Rc*iE0;*k$D%(30fwq)D1r9s=Z}S75T`opFI)sfb)Vv9 zLn!jH{I}sBS^**5{D?y`$&;f0QsC>VFRu}&R7ya1<7El=R^eCIRg7P79<+4vjIg>& zq(~7lk8B!DovRYXfZ|SLqjb9oLxNWN*Zn|KWWDj(CXdq=iywXpF$Q-9qpFr2ZAIf! zrDF8z9wd)A@u`Jfnk${w<~ZEYF=L!0d1F)Ck@(YRlz|{K+NO5Zjz?NvMr0=^F^sJ9 zC%|&Kt?a8Hw8LlRyQ+Ucg^@pTS%@-rfD~;HZfAX)()(uV-N~<1Iy&06v5huk));pF zkX@U`$hnz%-N>^bulHcl^OHBEnDIjiILgmo_~z1!{HLP?UOPu7qczHW?bz*w>meaW zj2=R{G^_O1#1clp6!s?i2ca!5CTPeDFfJZp#8x9en|s_n{%FVy40A4|;T(+-W=Dej z>;aOBLsa&$7T}6-`xrWpZYCkJI~J51oTH-S64CsnNDbzy7kAH%{x)jg%};g?j1@8> za@iy5hN0<8z_DlqiFCCP@MbGvS!9KR zIKbbl(U)g3pr*+bbT5?Wv=&K}hVBRdaW`XjBmBK7(V#eRd{&yDJjtFg2dP%k1>6F} z)|PXc_xE00)^nY6VH*xW_rz*+k9t12ZvyZYkO{v@Y}?PW;w zw*)DMy6*k*;5bR<<$vz>OHITkZk2XOIz1MYW4OX}ep$Wgx!xay0tvqr7P-I5|L%S; zQTrjL_EIPs{tQrm;Yq|#U@#Uuf&XhE=Mq*#Ac((^_f0T(*I9-%gJf+b&l`bMp}^!} zL+_ugYaee+Ga(jml|bq{h+VMTTPm>MXI7e}HuzHg7$_G{EkbW*coUVqYs}g}&pNsZ zTM!FUZq$kXuqxHEj62A%M#JAI_>lpW7ohH?2-VN{53~P0B54*P$`+vvYTq&NF)8i) z_;M3ASNnZv*`05URToA2!Zhmu>;lavd62Rt{bx(5%e(dhHzqCwHJmX2^UmcTq(8sL zvKz5oNil#;QP2pM-D`o(bqX`QQ|#xh(~6BrKJQVe6}=aqxb}cv!6v8(7gI_GT|)UV z#MrBir5QlI_r58}m^&2#c}SKoo;3y?d@B3XUp6gn?K>7f1sAFmYP?DQoB(rC}%&&ga~j+=#B3ZL0&zq zZVLM58wHibylk#-NS^KBl4ak|dpvfIF`_IMpA^$fs*o3q)c%_aI;QnE6%@iH5FNk< zLWIUDxGNkD!8)Ydb1)uUcM!$s^e7%i@cW>($`yR-xJddN$HI8|5|9ruB-ky!+n%uK z7=UhdKv^`ID{Q|+P%1Rs;Do|7=eKvGA_=&+%jX|5DTvH55IsDr!G96r#&s1_sIJ_Qq@V^P&Ueru2W^E&G7DJR7R0mSL|hq3`Xh^%;m zi%xB0%)Xu#kcucCv@GA7yJz1s9;W_T1KikSFPKO2lY}AcKm%%-FR{R&l-u{~JfPmG z{enjMZ;0Uf%pHH=UttmdFkLQ$B$r~ye^;1DD@OVuu%y_1+{X1xUiuwL*`t|YJ}RnF zh5mjs1TWnc(`^>^u|A6&86`F(EG4G-@(Vx({#v+tJOxYvq~-PSWi~`&dV~}i%SV-f zpy+H9QhUW-Bs8#jJD1+|ABVn07y&n3BHh`n+0imQ?PAmQ4&CP5|x zC(72Wgl|hWM}pIPDb@rb`#5E;;q{WfaOteJ2Eej@J-c1T9Bd%$gs`Q|qxTp6S)za7 z5XbXUDr`-ot@9)$+Ri>z8eaEf%Bwl-%rI$_o3N$(Xfsc+-LF z$SSA(F+Nv?%j0YYp$Bv%L;xA-SZ>{RdN=I);LU_6sQjH$Mea9PbUkXwZW%3pVgIKi zi4})?(jJWsCV#A;HOwHiptPfN$iZ;dGb`c8FzI?d!4JP%D;N@-`6o+B?>SSsY#tkc z^ift$))L>AFTW$IVR+Q}lYW%ksPLRHJ%=K%9Caz~8-?;jf;tPUN&nygT?zptd-q>I z0B)L&fW&F|Z=x@r6ii$;E31f=k^f@Ed8M$(epcN^;a6ukvywc{T}QVLORqM}=1e(h zlG{YO9E&4w%1?VNNr63V#XYU9Kv3jb5jj?%c+r?Uq-1GjV+?&K8@*8?%-%tC$t=$B z9TN=(wf$IcUgT1KuGmHd$SQK&05}*BY##LoellP?*L9J{rMB|q zZy2NN_Xteft z`2;!u6!+L;$?!QuhktTT)^n-#W^{|iSRWq=#o?u7p8VkaHs8byo46|U`vNIN4VA6$ zxxn77z^9_It(L9=!tWe;Wg+nI} zumhXa?{{u@{qIokAi>{Jpus+bYF2IaANJi>-GKu+jH(z1EPt_&h*S|XT%74*PyOBd z`v|XMIw9a&D$@nPC{Dntne*LM+`*rz>1|-E(!+$=Do;y0RcpE>x>wJ{E%n@_DX$nKXE=v(nuXjPs zny3Us8`9h4;K7zmPwU?J^UNULeU4u;INO=%!>`efh=>Sq0jY1@H6YJKHbqvlU$-Q^ z{#bWp{!s&mZj^lZBQ-7D?M1ns|Btb^49mK0y2X){mXt;sl2B$ePHE|u z?(R-$5RmS;=ThjWU1;tYW>LmI|I0mXb zu>GvJXfryNCTt=1Gg48*GObf-_!>_!Gef(g8>=nLbWrMdE;wc@PF3wW!miZu@N#*g zylxZY^KO2U3xg50c339nC3C2OM<*=*ANr2j)5Bj5I3yeA-&=F*mY-{d6E?TMQHX5mmoi}a&J&#hsf_~~l39IbzZs{EH<8sD7%Ace9qidd9U8d#cco2!5g#OA6j zj2n?+dA-^>8{U*@d2@357dQI93vH_6NIr0Ej|P!S{0$WT`B`_>E$+7$A{M_X-(ylV ztww=GoA{z%*j%^@yCuXs`CS&LZ<2n7rzrEdTIiyr|IV{6v5~mNXu9rC;y^s|=rdl>o&WK^SNnCydM_I3a;?xUOZPPbxc--27$IAG z@AJQ~rOzw(lSbCSiLAM6`&&LBjk_EsLdYX-C~(oZi@)gI(=u2Nagi(5eb5kqK9<1JlhA8h$>8ydEW(n%1%dkGOVO zrf>gN=gS1rR!Uv*jPKV!U|SIE@>g6l@!wksy~0MZx4TdUeEikD9=gr0yAY+-%BsF} zt?Z;hx7$rSAJO6|S^Kxvk+pM$6XuQLE`VkT%xqm;-qB_yfd*8LstC;=S}f7Oqhj32 zGGN5m^arrO!Z_#P$rNc1#?XQ0e)=E-IKip4M_MD2Gu z-GpuX=oo?uJ-%y9dX@~|&GsUC-db#`?Tml+u6yG+2!6d&k*aS4A~K8@RQ1J?dOi)OZHK3}SJ5d?zkMR6@rGZEj|};=Xn=V{Er{AcRDP2( zgL%fDlb$(H-3L}MQ~17^L4S-Olv8+$EL(Y zG6nbLP1#zfEqDlkSi{aF%R>F zLqp{nOS;UK@-m#e2#FLA74W;8xur~kmG<>M&JawP;9Q*J-gSPK>hi&|7jxOkO zgPl>v|EO}HhVlJ(RSv-u-1QVkso}lkt@`6L3OQ=WR%`Qq&PW?=_#Y#RnXov}U!MWB z82QF>&Ia`iwq~sX3Zd4NrWt&9E$w$CbmLxa}sP`Y?F=D#)A&$K!&Pzq$E&}@;l3X(dG3QQ<$>t5bA z&Kwn^!ro~fcK!H!&!pq-f78>5(<{C0|7t#4hZtB&>g7Ip9pXt`gj}pI5F@@&_|+*` z;P000=5Sh%`|ecmsLl(zVDG1yqrNNeFIf@(h^7enJHODrwej#Fq8wml#oaN*#;(?t zyqr+WPjP@j#flBCc&n!X(TTL=!#;ZqBL)@)w;;EWG$Jh_d>PI4AU-`5=+TXUot&axoFWh{x(DL@Qa z^QOdy=47OXF-yI}R6$iEGGuUw4pWRqtNurgT?Eeu^iH08LxGLhjIxY~2qJ==eEUy- zrM&;%3@K>Fjwo-&9!;g*S^6FWjdTTLe)R`F^=3dp(}86Dzmx!$4n1IjNFD(BS`ZW9 zKKIs~?FCRd3(KV^Yp1ZxiD&CFX@k{MOgI9l@Lu$i-q6~#p-gyyON}&OE?1z>Y4Do6Q;LEB+MbpTO?ga@wrw)pA1&=Fr`frp#Z-`K7rv zIk;&{Q)|~>e;B|tcvu*?32^fw`*~yUEuB8jG@f47?YKOymD&yOMN3g96j?+uzE5Jr zR?Dc$(|M+}h`U?2 z_fs=$Z&SEVTFY~B!X!@_h&pP4ZS)tfIbP~oZnA`-O+}T6wHQuQ@;(y|;^a>eD9D3} zzDuId$$Vd65qDzY`RdF3(YCJ*yYWLFLm4YPyUZjaAA9^%q2>;FuBcKfa_vlXcID zgp6>lEDEBJFM_F`6Qdx7QUpJ@RV2)gh1QsbO2g`GTR3J^a47D;+&_4XC%e+DG|q4E zF0(NMU&Vw@10=?AG&d!ayzH;coWieyZHvz z1^!BKba2`z)!%MWb-EDuXJT*859w5@8SlJ)1G!fVwyZr_3D%ItV<&!a83%iP`xq-_ zA(NP8bUJjB{cMj07(z4<>pLt0`1dnAM)t6J0MqKgh5XH=++0NBM;*Fq6csY4^hBlp zR(TmQJD9N=TJ^;lQ87)iG_O88nS{>ZfX`X4@%$4d(^arvTNQM%*d5XQ8YqTyYj8qT z3XA&W(M3*dqe+83i73A2tBZ(vkNtc-&!JxmZrv2d^Ps4mv!C!$*z)q%O}`|A^Ip<1 zzMEez^(}88)(6o_ticqKF0J2?Q_}C^CRSEPp0^&DF68^Wsun)V90oUTnzC}O$C`^C z`_2yL9_XE0MqweDx=9X5!_G!4@%JK%yVJgzJcd56Un*`8IGLa9$IulNtUAziLOW_L z##cvTM*9pEtvJN@IjYfGtCXoz(!O}|47}jK){uA1N>a0880#99?JykJq4}Jvh#xFDQSdSMoDJMvLg;TFf-HcS9TJI`I=Z*bkD7bbNMeF6ja&v1O`yR z#3&6*?Q(mDhdVAgCDdxWVx&2G3Q5wcoR0;_O1O|Iv}<|5dkJ@}MwprX7)67r!Sue_f5i=;Zj zC^+6De#|m^yZfPrN=;^(?)0?`dxIfW1e;Ib&#IB-UEx>4W@c}|X-mAb(+Q76T+emr zMXl4jUnANM?cWaBP<#aVYAP&;>?TScX@a`SE6oSH*{p}}pAXj?ed&L50D1k>XcEP6 zU9@^2ec~Cb8Hb&%oh^7M*x1-QtbL_iG)Usl0;urO>cXBQNwKC0KSd34igoQj;H^k# zgexp5jd(44nKMx_hMly>`R!^dZ)coeBbL!tF3?Ko{{61}A-oD+jU_HA!FKKerNnx*w9L!Z<%2^WZ))6VPBwr{|UeZA_+$b@Ac`{?Ypq;!c$PPR*Ra1VQdW2C`=$qLX^hj{u?YOai%__k-{pQf z{PFwQSwoT0=2-e&D46YU)mB8v2fPv|K;pG(-DF6Eex|@M1gP>Q?KmZ%YFO1G;T+NxT z!Ngu*t9w1O&`^|T{5elfN4o_)nHF6oO5D%mOye&z>@WMdVapyX_Pvwzn| zR5+Q4f{esJy??^C?UbF5#3NaSZ#yH!%|NY)i1_y<^!#{=4{M7L%N{#?yYEBO(_A@~ zh6+ERN?zO#1VD&JA|O|bC)rxcBc(meD2tY^Nv)iBIG%$-dmOZF2&aa2CSwTJroTr7 zvB(i1IIx+BnPTU!c!SjkG6ogDX%aVx#|$(E>f26ft-Aez-DvBrxF2iqM)H*xpOaF4_v0tG>~$zMX2hoOIUQWK8jge&!)O`J7S(H1-NDjQKUOQUZg7A%wMml3FEE7XXm0J-x4%ht~`sR?tkMC<3$i0}b4cRN!rExMt5T<+JI3(!K$$X=cy*}s4@J->pEZ!%@YXOXPGc#^Tyd$*S0RsCVrU_F> zsx7UjNdZEtWSCEZvyz6(WVYf+A<0pb1!1ktZmty-!TZk`Djyg?4qg`Q{JuH*4i*bM zxE1%Aqylz1hS%e*0>r&iy=7C*4TZt7*eMbvXO*OpVqZjFVd}+e2Fhc<(jLg}ib?yd z0~Ik>?{|{o*+oDyvwSE#Y_C=jht;3J34Cu|kM{K!NuKuP4=4=vx5P+(#ujGT<8wil zp-0Gdq;s4_vW@okTIu zhc$&3-@aqCW2Ma-X8R?3I47SaBGSHLyK?LVpc%{ePryj(hS48NhJ1GeO`-pdGt@$e zXm9_#w|>Q%FEA?OuIw(s)hwYm*JE*~+s!1e1ar@`T@_t-?aIXliQ&0#c`R05((P7O z&g$?H!;X$3@J)6}63;lv`C$8U6U{888~0_}8y=sTu!=7!G-x$s!9?a_KnSjNVpG$i z$bE%4(Xko>O}uQTSaFzk<9EpLYUm7dS^l;_k2#tn>({9?YgevN<9(axX!mg;5u?6< zEQT?}4q>vrNBWYZJuwZHJdS0RDPxH&`R5bh8XfjF z&|6(n{ViZTQy7zllIEy{L`6iNrHZ1<1Psa~{2HXL9vRjB_nZ5IaIp&v@N+9=je?1ye6a4#I z-}351C%n-8ooIZDf@YFu@y-uER({|cxUOaTneOoe59$!=+qq2O*vP0~QDM-e79mT$ zhqd>q3j&P+&5Ur|0|Id&$S=Q4W#yg;+b_JrlO81u!U)^JpVsvgy4$%{G(MWSrv9vD z*=yUSH{{IeNBB~`&Lc9xEETD|fKi5$V67LuWPQxFRkHn|Hojt)DSq_MdlfQVbzjwpH=cq5pE~jXYL$i|HiqgA>o;l09B>J&k zCzwrDm093rQH5;c|B)c@qjQ!kk`#PGG#&o)^IgDq7M0@l|1!E|mesu!wV!=vc8*o3 zP$~d%g-1a}`y~B3^_0J=#2juJ`1T6n9hCx!b?^pVw2ovrAY5T+iB({G_A#QITp$voZ-rJ z4Iol5$ybwkRr>hq1Ce%SjVN?ITTmV++MbZGt1HYHOWt#*iy&IDusJVWsy5QrWw7+CWEg^AW14-gfY@ADU7S1?yC*=f{8QuRxalsVlJ^ zSaSHs)@k#{%|x1&rY=4+J9k$m-F!t?$IuAXoRz?Z3x$yef73M%;*f;dMz+0_Dtxdx zP?^g7jNU$ve}#&?e>=-PI_8zyceeZd_F|9dTna`(3-NCh*Y=-Lh|KtL{=SY0|&qAcmlh#zTKnnDX~W|4K$YF8x?KHBeaE((iiM zENN%Qwy?0^D@x|i=K)SI13lzP7PagboR_w8XPzoHB17gY zqr}2;(fFY}*omlpUMpANe9A!8_x-r3Qv4abcs~+!&bcFRDHfN+f(SjfY-s4Xq0r9E zzGU(zwD_DQr-Fcpor~-A={j+4s!Om6J!gR#zCYQc6YeVaA6#QS*QpCcu90-1Fd_sf ziNRMGQdu}8l-`J;POL;_eEaP797kO>G~6$EnfGq_q|pRb?FmBcjDC%DQ}|{gx^yC_ zV-OF1;VfAi_7S?%Gks_y(Pg{%Wu0&{(Ox?@^g^5^o_98Bd zzrxgDW%lLuuSz-I?3%by`D&t8S94ASw&E5WbXmdM*XQ3|pTl=@6LFdr zRR{t0!KHnja3%2?@E+#?WKacPp*Hdps&xJR(_IhrHJ`>M;%Z z$!vi(an;Mq*>PH{Y-!gh9<4%3s;?ej;ffMTbJ;uC@27K&CW3rfY^tSX%3X1&Eyxc+ zS*V@6jAc4kODM2@yuA$HS`0ab*f_WMttXm`k-9+#?(#lZCoftjt7IO+-vRHr^@Zmk z`Jo=CQn#be##kuoIK3P+#B!khGJCNQE2QTsX|Aga)jh=b!^CZ-1IsB0T)fu^pt!Do z-kZT^4nC5704jOV`mV&p839mz=(>JDL`5Df1Y@z`h;S7Og4+zZqRlum zK0s4Hxg8nxw<1`C>gsB@ljt-`JpSonu}{n>deg;0zAt)f<@n!PNHRRc3(bARkNsHM z6qBngi2Ci4is{;D1D*GkYWTL3_C?ME5if&p%1X62ZP})s_%=d<*&BkH%y0_-FCYRR zNv^_D1U*aQzh6-v$rbe(8RjBptKuHXv0l?fo?>DJdNE|5C%c2h*X~xPn5-e_tCM+UZKW=UTM0IiHI?Zvm!^}WI*6pG)ZNo0@mI(PJV^&=q zUO;E$_iRKm>cB8LggM??jHxv-QvP3O?*4l?=K|_nE5*N9+J5g~9f18`ll~8$levt%0ZN71&z2v)ermaTcA5?oMPcKU zR?OEF^su22j!K{#%dckW5og$0a_9WGhN|@`jQN;m+i7~x@fpK7; z-n@?wfL~fJ+u4dgM6|R>3YAMYJ4qjooR|#c0e=n|@qA$O1Zr9{^>#GH#l?93A~rTG zr<+4hNAHr|FJ_V*W=-;TmRm#d{M+qD1bPoWF8LN+4+Sm`7D75#(lax?k(rtznA}#7 z2U7*C4=u@he7@lA?JSBbSSi%RvA)(;KjyH!KP!Gq@yTWJAR{CH*@!dAyiwg45kZg+ z^pd(@6O*e#hL`RqT1~CQ3xR&SoC>#o*4IC<96NiNQAEpO1y;B-L<*3@E^a~&bF`Kk zx>&a)1iy(Z)ENX(ag<#x!~tseAgby>NkJe*VROh(Z@~dzmMMN50_MEHF4Pj|*KeD- z65QPKMAu?|cX~y5iAv6}s^x0>TPAA2d^o(`=vM@Uv>mly+`NA#@x!cAv5f6Y&9}qe zr&~^&G_bpm{{{PQKkJ)J&R|TLS9LAynTBH_xdsT5iPc!Bj2x0)ksYhpx9MRQVnLG8 zX&|_YjCj#s*Avmvc!t?%%fk8?WK=i{Q9;tr9rYP{&9KkfZ7y#^jDmosgry=);}FmE z&tnkk#)CWv7k(~Y1usD3WHY$K%Hxz!5L_(@hhS3sy(MqIzg!y8bX*XB^#bqY3aBoD z17ZTpw{vrI*LM)15wNq)z03lZmLG3DADO_jx&?S~e>y1zFTxuAda7qyPE9D8MZV2NlL7Cj)0L3(Xd_#K+g|*(K!)@^2`ZRePwNHkz~F2 z>G??YoLJ8JE8T{Bxc_48u4AM5H)v|==;+*Ec~dmN0{2?8FCr6e$nmzUXJT%eN5jZm zVPRncs{xY#molp*L5G9+gg+XAsi`ExJP@LtogI0rH}v%S!^u2n7Z>u%%98ZB6ySe9 z0hYx@t%H`^gHTTmQIs6M-_pe(dg(6HXwoFH4GZ|(KDr4#_0npZDyhydeu}~L(j#OK ze6$%PYSn@&Bj1dq&(d2dt-R8yKti;#((0!7I5rio ze`{7_g6m+V&qzBPpp|wV5P2n}C)owR9@pzNusp8YnaP)G=4x^p8$+cV8*1cgeSi$0 zLm$N%O<6-2wDBs>4b-_a%GkEj^CiV;_=I56+*g%BEfGt{u|6n7*qh8YM&yj&nwx_s zHR5L)Cn6r^UGS@@Pzrp9gp7jaDxxCFvLu@ssdW|UwVQ9>|AGHAtOxDw8MzP~@r;53 zq{{0qi*l9-0E>BX2;zqfEgSbaEnBWPClsy&uG|E*oL1mGPLq~UW^=YaYTwAeW@k*s?n(OJBJJbWvbBoUY7-u^s{_=Zw08JN5qHEI3_FPb;!_S01 zyh*;T@W*i-otX+gzTp6Oq{!RNSz<^BOPB zJ?Bo``+F%QQ8nq?Kh!~;k2QBE-g0dQ`jBC%PcKEh&yGmUGiyMwzm((h*0X8|Jokfv@x10nxJl4N}3la zOQeRFnCm}Ai-kc_zSrw~=sC>RVV*>+Jc-KiQdMg)3ib9L*yvE86$_Kx89iEU^7#P^ z9!3EQ6Yk%pFioBfIvPL8$VyUD1#6PCsCvCEmFLZP8Wa$?=D*#mq*t#gTGCsvd(TPbWb?e7wVUuL>j&_W!yw*p#55bWa!D*=!B%2Or>1eCeyVmC%PQ z|JpDnM-4}yoTuk|NPuPY$<<~j4vCmRN@=%CLc{3@Hj&B{WIrU=^zPn;hHws(|IRW7 zb)UBx!$+gAqXY8?Q<~{YjQsbqW?%n;jjIJaiKDUe^Ua3KTNEn6w=Am6s{v`uOLC1V zOp6X&m-FYS!x|OF6PE(=%y=>j3e~*hypq+tB5Y#hoJC0CLBq`U4KNrEH^o)mntiXM z=pRcR7M7->Dv$KIA!*->-4^5LJN3doDWree`0#lmaL|S~*$FASI8gtW%?&;Ed0>RF z|I5En{kct*&Ew>LjDpOwC>REHHMO4G3oJD&E2i272lbs1AU?SCEkmTi*qf7K3wdzD-eP_1a&nle zEHY7J+Y3etF@wT0OI98GWf*xG&FTS4{q&IJm9_>B-! zW`JaQFuAT~8ak8q(weT4AJExRkSD%TgVFiZHi0n_7zJxgMU!f3S=0#>Rz5r_a0j z<-}ak{ETj7$jCwMY8wIQfUY3gHttGR<@`@rKX!dz4~csNP!wR*v9)Z~)2^WlCf^@q zhWt{sCLtcV^VPXu3VN$|ch&xb-(@K{wD@O^DM8YX1JsK=*OYm2vDyygiIRQ02YsB7 z?jwiG3L2ekg*WYT6}74+cyf)6KQ5EpU>Dfr==Fso{e0zK4h#+6VEwT;! z!syIcwccC8?dbQS;GA4)oYR*}C} zVr$6$Sy0YuXiF{Iyp}EZtxvYd=N#^-fvTl1x1NM%15DpRS^HX&-krH7I}X8g5w2zH zabnBV_!@R?)4TVlr+E@?)4M^cC)0duY*$FKRMCw^=ctVeY^YLj8&776w-@}5JUz2T=Wv*z}# zEewb)^I<&2KBKQOIul=R7D(CK`t&JTA;Za3B7`{930t`?MIjfWpt&WiWRBl-6C|yq zcye+QWrsX(8S@G4oe)U^JJqD^)~M%i+jsxq{;`36tMaE?v$6u`*iV+l5IunD z+P`|_sZr8KdY^8w-<-}Er3vhqSDP_ zOIN#a-oKp&o$WB|HK=70^mSOuLtYaK$oAn;wXbP-bykjWUhqqu*Vi#M#z(&woz{ueS0x`tw=!4L&BB73A9WH_ezA%>fwc7iQ$as}u31 zOV6JF6l*o5&%qx?$w}%hJp40HD66>e8Yf20O_QzIJy`e*ZuX0|FiSs}FL1PP-&-}k zo$YYtTq$+`UQgw~*y>`h6qQ*zpRB>}M}mZe#Qa@^Fu(7^r#2Igb40}C&)2sYe?yHf zz5a&wY;b1Q?DF0Hp(g~O6HN6Q^OeS>d&cYQ>lqdKKh3AZe0V)83zcxlxKKwugjPr3 z3P-T#-5TlMTrE0KhpRFff6ATpEB=Ie`T6)qi9iipy1As_L#gulSTB$rlJ;ys`a5*6z0njm_z$rQt`|W#@jwN~zBPAA=QpfN)5U!qo4^Y?O z`EOWd#Fx*q!T%}4MjD4M*Ko~%h2|0krfwcj{DR4ZPEEQ!dx z^^EP(=uVJ^JZVzm%O_h)uSwIP3tMW~%J<#w*3|78WIfdR)c-^(T@8II?yH4E4}`Yr zDXjr8|2_>0V~}-8|0)0j^`}oVfJFo+waaJxwRb%BtEUWI>eqC~bENa9czAeJ=y6-l zvYC!SlxrBViG1ffJS?;5`RIPoe5v&WS0BK=R6-?zi?}=iS2U{|#m}E}s>A3Ma&%Y| z0(+zPIUNochd@r@C<-^I6Dw6$4?nEoplP@e<~!FskG4#0S1)bp4lXTuMX*iiKx+s` z;ovmjI>4u1cRpTw;>9QUt#wvt?{;u7sc+J*H0Rfj|1f-@R7-HEJ?u}L1|JsD^5a`x zIUFi{JmYH>1blY>)|_C;Lv<1NHIj#uJpuqGU!eF|Pw!7CO0Pw~OtZTRa(o)eLsM`p z=^)z0zevO^@T)P2v(f3FNwA<_3I__t-*hXoI70EF*w9A@BLXo{3>>Vl?-C0HaY#UF z=hgOL##bb2f<)dF9>p7D261Z&lC~U>G{m^^N>5UTA?31WRGYlCDs}g&$6~g&lKWBi$qm(`N(a~P~u0`jZl=O z`=G09n5cVs2jv!!W(^9GS@iTzUk{Mk7>ljBbCu^KU$UKn9imbJJYYA z^%HuA7w%3Y#n{_Jn9{R%kaRgm0*6T%11RuY2#;x9C?h^QrAtERqq+qMobE@%7aVc( zvU4|d=w${;P}qOH-r7E28$a1*9U&8h_YxTxCg#8GDm6Bpb{M?9sBtV~h!-1v578Bb z;Iaz5Ru1<=w0L~^Fw5cVX!XsbL%XuOLwq1xe9St(Ab4&+XH?-`Djz!4Pb?a0^pN+` zaIlsE2^vZG(gG}xjDP74-}u0aS?mesP{nW7XRnqi<}Oe+UUs}!AMG{)pk#S%>WwbR4((C73^P`t>m%^_iTm+JLP#YIg)kY$x zUXW|r2n^Q@TiE;ZRy4<8Tz3a+XNkg0Z8P?_YJ{2cYE1s*VdsZ9{SsnJ1LWbB>XHuz zoAIqXAzLe(-LGBc_0QHr^JcUIbUtm*jyO8&I1cb#8!SPya2zWXgRt}&JSB{eC_^}= zg5c&CSa`ADSlIinKPqx2^C+G>>KeXeP)hqbcj^_2CPeZ9l+c`$R6d&k@UAm982_?^ zt~R?(7Q*#cT48AiJ)MSzh9d;%Gh;Y=HOLF)-kj{g8r0qEdl(@~5V2iqQm4FZ1|rx6M0>QapP2V4pJ^cEd}NZrZRS~%(Hg@O!^ABWkW zGW%_Lz+^yOJzTbq0NHcr!OhNnZr$=uLJew#o3tH@@b3}G%={HCzuJ zr4(+Cj5yl}Oo3rhN^L7;>i_-^KbsCo$?fC0ZW2MDBs|6wI3y{#x?S&vgl^yX7aYaY zqM+P)2(^?jimp6wPE3-S)6m^Hnxo4pG=PLrh{C|BZ$Ky0r1<>Y6w8YpRQ7&*dH7+N z0YGHmCBF6Jal@evFgo|nI07EXb!X(hc60?s%7t^$*Y|7PpwOx?b( zgT1zTujv4X`p3#i=P#^^o{(GhJ2jG> z&VA?|$nfgb)D+A-ru7(-&b5I5#BoY^Dd`Ft#Ue6f2hqdb&cA2kHM;RzC7Y%`rdu+A z+#N_fy>Q6lV1y=au#sPn1O~2DoA#g+OqgLSXF_w^o_N%8o4XMPZuX>CBVT$fYTy0G z!+V23MjIxMu+jKhov#u`w{`L~)31poiqJ=dX8smvE z`m`^9+r`vy3k0YSN?a;Hq3L>TMbQ?vCqyd2sx<%8HUw_ zub>>~?NPOx_ANoF+-_l2VfDxe=(k|I2Uf*GECI|{|3OJGNs}Fb7mD8aVI)f)*#Xw6Aw?o2Cxe~WpvSb~=M(Mo4$f(O5~g#;C&=#jL% z$ctnRTgc_+5OC@bnHPgX#DemtW(9SS5-V%ap}`3133RL(y*}}=Z@GJA zys77pIah@1aYkAzGo8_;M~53SHaYoTRu;YC%L_$Kr(%P*Rpsuw8eHi!=yQ!Y7gr)& z!R0bT^HUKSG|vwgBa+q2))+!nZiGDhUk9Yl*k%q44Q1z*Z2{vhS0&0b1f1*{f}-JE z7U%P1hfm0@H1*L7z&nA18V+z9UbOa9Qc5}+45RhW4X0Y z^Tg6K-UcL8UW(+9khf?dbms-aW$h7%gzx>&D<+jy}hwmKnqH; zo#s0ox5r_?pIYhN=C$i1C%N9%eBvz3^A*#2!rvDQ+F-*2yiy{44)B|2yMII;*cJ% zyOv=!ICMUD*^q?=I0P$bjF_kqA71kIX=cL@J}t!xFh&mavnxZB{7D_(Ll`t#e+_cT z`l%?rq`~}tyoR8BvgQ8fcS|_O^at@yz4bG8GdG)QfkZrP`sc3VVBM#%YZSO&4%h`4S%Xs?F?euF{G%mfH=3P>`LIKkhFa;v}J%FX55ce4Z>Km z&D+184%R3<*GPznX16#|d;l32930#O3@&eAKm`{5jV=!s+R7~g;BB{@zC}ev2_EvD z4zekf`n10SO3WmnBXg5J<$5~ArBE8jsOh31_?||h^v%3DXs*p zc%Yu2pF{CKT&?-QBa9ixfYUc4AO<D||qUfUD zaMBh^XB+AJW#qR(+iRE3pTD^=#2INj3!K-0d6K8GwsK>nC#LSyu21I%I48cn-TYW% zNHFo6a)bcVt*zjmhZAJu(kncFQ<95oaz4x;Sb>EF`)ju@tiE*GOx`W_I1D_Wwl?N; zftVut=^2<$0;hz-k?wOxz*hn5FxL4HsySs|Zrv@tl0(9!2&8O8=r}Fas)%pip{IEwHSL zY96`N(tp7(z0xuzC-K7VT62mt-Tw?Q*>U;g$dtf?a%@Bz|z>e}*yAhEuA zvA=S6+4`9BbaY+z{`!e{!@XCz0-<#F3P#TfY zQd4oP*PU#BNF*`t2*d{?rC_8o`>TOjnjTvDY?0ex`ymUME`Jg3?TFA7Af(Tg$xkH-hUQQo7p0*kJ$O^0)q^ zD!m*Cw}u)rU~*hIvSle+gc38OurPX2%d>#jv@I`o zvcJn(V2aKh*d0uhGdAwA0!s>|@AAG;E?NJhZbf`(Af*CmMs%yDV|Wk+h`6o4J+(+c z(d`AUVWoj}IIz&7T5XE+G&G_BQB+bo{z-bDx3tTXB17V`MJ9NjFZ%@#{^`Gi0iN|I zwjUXn9>}+x0#JC8v~)+!5m65gS3JqguN|)hzi%Twuk3F0JEEL@?zqkk1)MubhrIac zX>bqv*-%boBXbZ-WcJIV%-YXAb^M zGhpKWoAD%`HihO1e^@Ov`~Z*{BcvN#U)Eb__&S*Qb@fL#y8b{cg9bSDxVOM(Pw1VP zNRaBhiC<7yh#+wAR7hUTSxHVIED9&ewGd z>L>@oM^Nf~wK-~TQn;5M5Uo_LYj!AusaUYY%eKz5sN9_YSsV_6&Ac(&iNl|f^Fq_C z@i~_tOSe>vbAPH0Gb-rOvJd%wW z4-CoaqsIl|-&TjVmi}5#w-~y~WPkS(JZ*4O!x1A$Lf%Ri9^L?!L%HVwCzwVZ!{YGsR;Ydp&Zi%=c+Rbdzfi-0u_c0c#Fw_BCnYW^Rpbr&ZX zQh-C2Ka$>JLdD7>Pd+LMY<<%g$QeH(Ma_4HQ*u=PQd)J%BcZ^~nBa^EQA`DS0;?e7 zU|kA^+M^9qcFP|ACu~QM4Y8HQC#jf3q$6WSY=a}zslU@QdKF*QzDpX6e;)?KhvX`J zEP2T-Q6MGAq^tkAuZj~wWLeBySw|`%h>yU z&-b0<7<=r09FDP`^{o4z^P1Q7o2j!2*H?E({SCb$C+yH**tQ)$mF*Y047*9lphRVw z6q@qzT$7GRalB1&3n`1Ir}?W$l1*1ciQAqk@^?Nr52_kG-MjOJ&qh$Mu7%P(^qEUQ z`f12({Sj~%0oxhKBA{HAj7UVr4I96!AhZ7Poc8w<7t~cB^@8_c)o1{wOdxa3y38)p5Udbvd zLV$Y%0z`PQv;0d;jLqqU!IJ%Vmhb1RZ!H;1+DgV=J(b)mR3N3&0GXW&X zAZmZ~CD#XX>z)!J1kNtQ!Un%olhpzEpn`yobYM_%s{Ibep4xr3ngfo-Skgl5KIq^$ z$)tR=;}X*pt%$%@ha7M`nGi>(fEXzD923_kFQ@uw1``W=q01&smt(z?!e3sjf~*T{ z4ETMDFm-^p`xplf*NtxR>)*hokuxC5!nq zpWdXq&KAaE1uM;wXkh32VxfMU54P#o1o^4y%MBITHRb{3v`O0_|RBC^ThH$NzQ4xh6rn>eRuA_S-*CuSD-T$NQ1i1W^(HhZ)MD=~U0qBQqMS zImErZ1JeF<5PViGRc`Ee{ruGz7T~`-29ntr6pLGx0_@$pqZ=Ru^);n=zva~bQKJ3V zF$WVX&yo^%gBKl5x5NK)d-m~dCDVBhODiK1u%5a!Qw3NdA%R?3$?jK)@@->E%;0&; z@toZFj%<3q7+~aWtsVVi(iQWC_g8w!;l%1a^B|v3XKit!bxP^+a$ly==!h_(tRJ6J zFgGl$y9EQ#)>QY>kexAA+W} zG|m3X0|K>f&OSD6&0`fcRQQnX>J?fV*7WEFdE5BAXXwYrgozrKa?iE0?!#(4<6L$S zVSlg)epO#SVHm51xgXK^*f+pB>ED_iR(#*%Ur@m?%6sFP?Ey|OkS&@}m+Tm)!+%as z(@sx7kMQ{SR00j-m4cVIUUzgzE#2TNuvDXhsiqK@8=X)$%zWK+Z&Ff4bCH*mfBPQ9 zD#>q;nAr0A8^24?*kaL>U@#qhFZ-#mLd_?kdLI5D)VHZN0J zjW^deo!oMRGYtVD%oV`&Hyc)-vAKw)5f^dApbrOmGaeSmN)Cu;k zlH7XjELSzD=h@#=U0he0D3tbrsAV|apzs$UYpe&H>N->3)Shvl9UgaO-=q3oiPX=T zOxAzUun9_K8kpZ@#qm@>(nP$d)T=egPvUirMWVELxIXDi1h^b>G&3Q*(@qdxSN$jd zM9m`09{m!Gp6WkQqSJ>eK&^Q^qBCV5aiXT&gXmbVi)qZe(!Orm02hWg6Jk;O51&>o z=m_QN1|r87!p6vmWQa`B>ZQhu)^AIb{+_|Jb_~JPEe;$LZ;D)@@pnIqJ7}D@WBC#z zYDWKecfzDn3c8cxI8^_Kj`sh)24e>-ypoS1Dw7RSRk$kAB!vC>IK=R`P%N5ifbPo$ zarNWIA_U*G5TWaM>bC$GbgTVckMX9R&{DGGfej>K1Yz{0N!_lzSSl7AnbZ~QnY#iI zSo>G337Po+iZ$6F^e$O$wjv_l#)E2LYK?zIEx~y^@@0=+XJP zTSdJ5J5{!K)@I9`|9;abfB|FWWrSJ|P!8_m1mOV`>r&=JH2M#FBh+c|d(*zckx;g5 zoM7_TAKUVAUzOcdQQZF|5}78zb3>|K&~BHstC^T=8GKNH$3l(&HOmF@C3{}_`?=zT z5WCI^*q6j7(0PzTWQ$Hpd08&+t9nHPp&fguk?|$t#6*2k7ijDKP?4N_rA_YjjwlW$ z@Vi4luof;CFE8(Tt&6ZW#4jcT0SO(B^`wO@MNkX|iJ1Vmt&T2NK^UQtJ!5RQA1F^X zh8M_`!iM1qkz&%)Pe5$}c}+te^!Dqx-q)XcV3x&~_Z#5hgGPysfa1d;0Q~KJyGg8P zYzEHMMpnzu;IRmpfcP1q;1K?Zf^o4k$+nm6{6K%C$H0WI8z`Z$B$$r{ASeTnU8BW? z0Xy$xQ6vpUKfchKuskYEBlCCS7qMSj-HW97swhq_N1sOn*RBw4d<&fz?ew)Ov(H6$ znMw6gGy{^$oI`9Wuaxx9%gf?1(^N|^TQ8URj-*zGeB~117$AH)11Y zdCH{K(kBn$)FJ?y;MDvPB{Ko`dIYJbnFadzHFHG$6tmNgkoDmqHPs6;bQGO!ZYu1iFgF5H2=kP?QQ$30ZMU8kgS#tjT+)1xIj6I?L9*OZHoJJK-%nyM(Ght ztdswdCTXD$7{txwkMeR{tFU3_8eNQfIri&U#Of>MQRp-GBMY->vrXrNUf;}{ ziT1I@!hl{_-TjM__Vqg?%+yyl()y>G(xEqVuYt<&a|;?Bb6ffq9kX1%5b55@%Sc~f zqK#N^@AcdH%Gz5S4N9iseylj0kkV`$3HUshF&$!{=Xp zT2f`i*0q7?3m)h=f0ELTQFk-~!KdGWos4+6Sm8;R@12_^xV_orF4e5b3{xEUxeRG2!a%mz813yV zM%(SNOl(v}y|qY((>t4S6Snt8Mb#dsfkBLN8&8wX7A#{6`{=Jdb>N9%h2`Ku=0<>y zVaEg?ZX5MExW>1AW0NN&Caa5(@1hl<(yDO(ZLs=xe#)Wi`w}Bmw8!t|RD)Z0f1Fys zc|D97Xk7rbKTNJ~Ie9)0|9qcIVSvj)2)SPZLx5_UI3N@bFT>jyf05mneLC|Y-Awue zv3c5c_sWeQypwqL$^tgvPlOFavooa@Q;#FH7t3CztOQdVAi3$>xviUfS`o3k(5j7X zbhQxv?X%6+LwNn4Dvvz*&psR5iX+rmV)4*CGyMReXK+`mhup>!v8ouEN6RPK9lIm<7-iUYI?V7WQK zbfB=a^UQkTU`_j_*3`ke!0?}`c$?#`*=B)m2$YYz%qEYv{XXOk5vgut+%xO*N)aI(+Lv}Db zZ6j6xHJaXReH)~Od;S!G3-$^6l9H~bw757E^k~m=h3e#NBReqA)SI~~&oRsZgq`Hp ziH8+eIp{>D;YezkM2Wvg-n%f?u&D0SX)caO{4APTgri^D@YGf|(0oM8?^2o5Io8X+ zJP~DK96&ZifR=H)z1OKrmSS|C;4~jU{TRGHF0Y%L_wL}!JEUL?eK*f6V+S7Mz`!6& zuEYuTzE8O?91=U(gnc=&#V41M`To>1+SQn?xcvsok#h3A4ya14jPEghg|)ShpWB_ybQs3pt(%mJ@$xjAp%QhV9#x@S;=A z!Qsd`+8JAeW8?Ai2e=8eF}wX8zxRq1F?^wbX5e0DM0GPY>cgBf3jPLup7T4U&tn3POC*f#H?8WE}eYYLD{=2-FG zhA^N{o)8BQ_jh1?#fr$wgT6XJfmU3U26mq5uNqkJurbAy{!9(fUSZRqyxDrMWNGU` ziUl7TCP%2-=Q)3`(%w9&IIX!dWa=DvYTjR&?|48G0cv3Sx;`P!ri&29-hOX6qBm>+ zV~6Y~X1a+P&VRG68vDgz%ZyjMI2ElwY#4bnP!T`eL;2*-a(I9oqlIhhuXBE%>DcP} z?e=J*I1`q(tiL%O>zB#PHw_L`Gs5Ye*uv11X|z(cv1c4l0yJfM(97gjNgt1hY>JIx z(hv^8``T)evGTDu9oi)AJkL=7j@w|!DySF}Hk(X*d{6(LFxFIaQ|jHl6_L$Hl=+YG zYso$@2tb%DSZ*a4mgY*~c-OnvE5h_Em8hxcd9^+~xi`LJ4<6G2rW2!4w8tL z;#P$r+A&!9M%D_y9k-9j+LSuqSu&!hz5fKr4#jRaPPgX}{==WLQfXUU^78W6AU&kL z(BeCxo{md~fWn+XH}J;QfVYDK^+ck|NwXg>Kefbb3~`Ml04@MH48}0i^^Rkx0bsafJbfp@3yh_Q;WHR@`(`* zPCpy!7BRv|R|8(m5*@Et9#SbOA@7jrAITBLoKdr3CcWn4heR=yEWx<8n1sU za7^k2Y9YeiclgeQ;0s4gOek9b59@t>4;HAsH)P|RvWDB9J`od5q@@-F;MKqwzwC%b z;UfO=*@k|x)TEJX_l$^vEk6XDD~P%13RR%O6)8uD;F@;te5Qhta?Yw$X!oMT!pD3S(4%4Hus- z!`0FZc`83w?GN=ogRb#`5LqJIV-hMPn{FPG>@O%5t@LRV6WmL~w$Uz@1C-;hS1)ed zxVX6yMBvPquw)Bt|2yarL>kLPL4n!*zQ+f3!2(4v-lT8= zI+Q7^f5s$^P8d85Exu2J_xvWn(c-7ZYx(KxPr(y+`7;81!gPooe#2BaSJmcj9^cX9 zQ2k+3Ro*>gNop=Vuxz7TaIb-tud64J(zec%%F_zptpJ8tmKcn>dfuHTqu4vL%M9*w ztSa>v_wUei#I5Gh1gOl!X~eF_czQOn<0b%E744MWX4Al zCN}T44j}9~k=$j)Jla)?Av90cgATX4=PtA=Vld|TWJXp)E-dk`T5!>ogfI;k|*6gZ~z2q$fnhNq`^VFZ5!e1k_JSF; zC1ExV?rW0l7a(1)nU{<9-Iyqa;8Z9GJ{CIWxVn3}ZL>r{Nhhy3Ps1aThtv_^DPSSR zpq7**tUU<*^!i*9ddIPdmq{#7LR(M0M;^`$_PFgXHn4&Fw7Ky@9=#qOv=)PmDzwx4 zJ0$PAKi|A=SLPiu4L^TM9E-uw zz`!dW;6WJ(&5z$d$djQ0$th)iTL* zjd0H8{&rQ}Z<+1oZ7F;AO-7QQD=vRcJ!FQpEmcEJs*mN9ZMNN>ct9Jv?Sph-?WIWE zaXA)Q3EyQS&L!(c&t-e_ENGW8xNzrs#S>%*04CGS7nA8oiop4t>~cDyE0+DAc}L)X zCWv`Sh={~hpCr8G4G*W5gN12RPf z1O#Q(=wuzyKwa9I?()>MPp($GY1{m1(tnXGpn`G_4ApycpPaQz_aFj46yNY)zK3wN zg)_-R-yj3^o{Ql=5xmU+TV50*WVFYbc5~tbcCZ>$Z$4VO_>m-FhRDd?d;MW{z@0=# zG{ir))&wj0)Ex?d$?Zx7>a4R{&F2t12uj4PT$MM-xoiC~^Y;|x;zz#3^^*h^r=%pc zw#AZrVPcwD-Kt(iDNUrfz@#v~D!U$_cWQ%eHW%PNEcRe?G~NFOuiidOJmF;wa49ev z33>A<62ESL4U|}^_|5y@UuS?>C9b4FM@+S0+?XeZguFSx; zaB!L0ARzS{a1$aHGS2Zn0*4AHe-BcGbd+2^`j`(k? zfv8#H+5ZUfNh=cL`i1t7Nhm7f9JDogdWPB;x1>H=`o#DG&HK_k=ZyMTzq*!my6)j! zN6e$qJJ_du`>$3@*ake7x(jcNu@xefYdC8#V=!gIQ^JP&O#=fuOl7F8l&S3|EV(J9 zuAcq*331GdU(U}%BQ*Z2+%$nL1zHh*X)7nYI8EuHhkeiOu74i!35mA zK2&gZs@Xo_eB76@6qkZlaK{Zya3uWIpF!$^Dcu=`l5sySa6c|+Flw3qu`TR}>&}UX zU;?Lr^9)?Jl?7=ZhlAScm-y#z4F8yZfN$tamN6!_6V(g)4y}&>MJXgBzt8dQON|+{ z?cY2gp+Nj&WD{mL^7aO)^k4JM^^CA|DiBx?kBn@MGf0lx`HB$11cclWcs6ug2=R?~ zZoFa?erO^nLaJ9R^HcvAcL?(eAhtjuAe)RfodVLnW+!~K<<7N9iScL}4(_HTilF{B z`vLM(Wxe^w9gH2-Jx!T8U*dU`Q*>ZbDO$elxCN$>IRvOFlWw9GMMT zAC0pBALAOT1O|4BFMPf8cLkokJyWgUQXrCvrgg2Sr)OZloN!FdGc4Q(+Qq#wrXrZ1 z46182``u$3}udM^LDP*(5ZZ158kQf@!)}7{3~03zsDVP|dMDev%$$$?{`B1<6uFRVpGWXzzJuXpy;8mjxRf7(u(JgA$W zf?XP*rHUTl93UVgB$)CLyoV^^_$BVwW18Qd6<7(K(?pn=@}}uk+Lfke`1>C4;<$}Zel4aP z9(j0=1c<-$bI0fhg|2wt%_+oB??L=?0^b2UQ~UGwWeyvlc9SWKztD4Jdv|2I+!e0# z=O-0gTw2=gHe)vya+y2vbP5B{uX(XO=mI3QlLA%{BJ9!}J|SPRqrKHFTKnjpx2DK) z_wxdT%ec2U?`>hy48lqW#|nTf3#eH>C|0J&e)&ndECe3MOa5v<236)`eQKEcodFg; zI;mPArrP_`$4q^c*7DpdtK{3p_)*w8;)6P0c9kU#W@DuN@OqxH(l{Hq#P@whO?fX5 zCz59|4W35gSp?uJ_i02UqJ;7^@&ol`XDh8N-{wbCDnw2+JJ-j@m<&^@kA8eI>SE$y zn%dsN+&OtO(bg*x2Z^Q5-JY*Grkk0>mM+gg6inLc$?MmzW6J|>27K}ar9(rQtB}Kn zKc93_|GlJzx;HK2J04v+6JF{az1P&lg^N+OMrgd*u_&3^iBnHUTcS^+1gS{977$E# zF>4=#=CII1g#G1t8BhFjVajhBLgqs?H=RWM;W*1|&M(gz`YsHTQ)azt&%7GxSV*Qx z7ZH+RZy%+tk1OCQVPVMjzOJqaI9M*G8)zxN6e$55!K>-nI(+a}2!W0TjwXS}t6BFu zeY>teMHYLC;O_+b8^)jRBN4z(czis+v;B;i#MDMTO@t+Bb(=beR<9(je%IY!8<`@f9j#Lo- zts*{Riqoazz3G+d%t$TYXEO|1k9_dQ!lvFIF2u8$>}H}M)9OD4uMH*^j@GZS zk-!8UJ~(E&4ox{|F~0v%(SaP$RC-7-lM%+pwQYm>x>>($!MY}v%?$tL%a=KMrlJ8$ zVzN>g@Luqx^}%FGR=ar9cWYOU^H-?FD@k;@RU}0C9QvG4Bn~2QKPpa^XiR-%DW6p9 z1=W9(k>pZ`3{ z7n%H1)os{P@?TMjCvnwHAi9mw#_MZ{{Z#mpyCUiIQhs<`t_l{K%Kwj$5^85t)7(^0 zRYs&C57+s{2V$Zu>g|xpiOH;i0oVW}1st@^jXGyvl_FpDd)8*pS;hmV0_Ng;>=!-l%Q;J9`aAy?d9E@u`d<6ez7N?j zt}j^Z>63YnVPw@_0vO5)Fv&!|@Xq+jzP%bqa7P3qE5IpRcy|H(!66R8u3>IT4hGid z5EA0cd$R8k*N>e7gyB(VAzwI{k)yne4tG~r57%2)p5ldjJ%efN@u)Snt6vk@cj}J)^g1%;XYL*B zKT=FcF4V--AZ61}K?X9c@!|W-m5{CQfnRVcfe?|E(dXEOTob|Fc>_dj4%#-sS7Wbp z&o+IQ_BZ6oW~(Lj4oIWmZ>Qr}dvAH9ojV;|sUqJ=oY+dnv4cV0Q~=0D9P~(0*DY7N zwZc9nhSoQkg5D2p@=D@TD=O>;oPB;0Zk|}PohNRu`^6^L6w%}pQ^-~Mxfb0;__%MY zc@7rm-r!`;n@2`r zgTEv<_O1&CyU>J$F)3M~7W)(QEr|XG@4Y zwg*+knVcEJWL46is(suFlygo8thJIuYi{hFapcwC#D#)9v1n4L?O<<=WJ>TI;8{q1 z4~CWHe<2Silml3F0G5`7Xa=(X)spp?Yu9=?3Y1RIUZvX8@$MB$`oduc#qGH+aph%8 z5$)I3FYnuDdLhrCObW$4evFBv8Ub70cp)-5=ghe^@(^rZppNs(Gg30M2YC8Y5LAEx zi#*7`NpJ`F2)WL(#YPs+=ReP3CsIL`*QqR)HX-qMbB#vND19wM5t+u>@V%U zY;Isa+^}VS86Nhhb0k3rLBrxQpleCt_$RJx$K5<^>GNc-c&!0j5g^Et4M#?z&6IFn zMZnh$kKMC-_Tg&Lu@0|5Q!Fe>l-$PCQ*F3&qrd>df;v1?`c!9(D5O(?GaLn6&{l7m ze0_bv1+9FYoA*9e=PPUfo3!D;7vDbp8Eh>2e2$t^$d*b;Hts(->}Ie51EApZ4;Bp< z6u^JR7fzT;7#23uk&YI}rtC+Cs_#1GL_Bqg>l82b3}+&!+Hs-RVLKVTCdjWKD2yHE zudF^&y)hu|QfkYgc>T3!In6S03Y}=@7g_)c9s}ef%|T3aW$lI4wa;d0#BS_eusBmp z@5eRV?wLi!XlAlR3TFOyIG&g(_A+N6H7n1{gx_v~DGCljNJ}>7ll!@t5u%FreO17{b|H-9)QN)!;V!mDrSd#end!o!DEQxf1gI2P8KG8nvaM6t=MZ7O*C z{Erh|FfpgJa!UvIO$Xax=G5odV6N6A0AGvR(F^XHT&>`#S?VkgW9X+|>+oe?EUg~m zCL2m1^x=7v=2^H!xG#br%?ww??i1pk)_lh%Xylj4@KT%=WVJ z-<(=_I|n>UHog%DJRhGUAdCKSz1Ecbftnp>NzM$f@l^DocPC7fz88;*6TkbBDWU>0 zIl}&P!k-M+^tDEdF5;0B+jv+m7kS<5ApctR0m7Kdl-SLG{ru;{BgP-ocPwH%aKk;k zKW}&39kgx|g5Ty!;DaBoZ&y7;2)NEbiH*6umLcARM;f2?KGEbWZNH?ajW!(q z-ydtK2r&(Yc4GSpN5$-iMV;{?ciIiVzPz3M^Q+m$Y}Y=omWM7{w>XR@Mkpgl7pXRs z!P3P;7=a5!-lM`4uc6jv!QlrcLfY%gMxFDdg#Nq5z@z}qa1Oa(E&G_ahT-?%;6VPt zp+2b%19FS>XzRt^C2!pdgT6bh%@HGQUULBtRY+CILOXx)CP|Uj`UH`KssblV{u#;R z_&fk#hxSpwT1&|9j8u1-bfSq+WX+$6@*^@hMj&chawIyLm33xC$DV_I4+w4dC)7JW zwH@QqY$+Vx-kuHf85m8-6z0_2myjrHe+P{(v0#JOj==W(={Y3zWrTo1j%;XZ~JY7Q=krM6=NmlU3E2+Ca^fcJ~D3- z`uSse?0rP9rg?*BYgLdUiSw7WO4A?X6(S}FrH@PNeS%A-Ofhj{fZZkbw!hYDxjde# zTda?+IF54m^3RJUD9#hf$6;t{Dqe42GqjyRFC4wSG12NduuSMj7$9%fP28bv4&4Y1wg=OET)eqz1saLn1eMK{<-}0I z>E8>J3?=?&vjBO7CP)yzves__gP5{9ax%D8WXFk_dhV%i+$Zio`-KvSwWa!#(@^== zm*h#-GKTrMf)lp=cUPYjm>bqF05``2UhiL}cpM_t(4jQtcn>z+YIgd9)%0v@6xn03 zmwZZT2mPxL0JsH;%09GqZd?#}W^M_frJMDg3Tyyh#7Fi51$cb+m&=M|z+gg?F}PI= ziXlp=J)eH!dJRY!p`j@En;Wp+@LI8KUHcXs;S5IpP_?*l$#3SV5&*ks9H-!JPaE^c zs28bJP`X3zVT{iZ-{FbkZ{w1 zQ+{U)-%o%MS9h#Xjpycgcze9$=}7~C!l5`P2?qOX(*79j`xa@9Ypqxv1kc9v%DI^L z+Y%OLbiZ;Ro@}4!9Yy`Ofiepp8bVbA(m)1Wg3Bf?Af$EmzE=7YaE56SYC$txdB?D7 zc*eB%eeXVj!HtE7CE=|cfq{;S$Nyu5sqnaJ&Y{=A9d{}3A6a%P%yBNOmZ;#v4I+4s ztEU7-T5b{};bTFNMOz2%^_?9F*M0)H?ZD;z{#otH2Q%xs`bvd)xII0-ju&vR6_PHI zEslP$b2CUtjbn1Jqja%Id0&jH;kpgL4ZqcOQu7fFJu}sn#gP=;S{? z5XnF-T_+yH&v|*Um6V)^(MDB_c=KF=>7X6X%PZAtg_Gpk$b6z9r7QA3%6J9Uup@97 zP_C$YgVo}V)B9qz~~yXfb;w&!FKPV`_v;v4n{S0j`=XOAM-r0LE7mp zs=~?9ktHVjf$0#CKW7g-YhYft>NgKN0M%)WNbgF8vE{KwRIl-Z$ek690lo5U=$kO`puaf|@ z>I1KFq7ffobRU)|qBIzRnU>4NG6M^ZJ8ptkgZ`s!l9jwLEUESKGvQBdC&8*x@|c0F z>|m(%6X7(I$>ZgCSNY}K{3E1#BbNhH77NwvLkkAK3z4IR%y|Ig;gA}aQUD#Gs~{|B zUkZomTRANNQOA=Q0gC*B!l=NuGJvxOB;cipl-ZHBz1L%Qz(xr!Jwf)*8a7utY_pqm zi)xMj#Sw9LBQJ2}R-3L}ymKW*pJ~_Kg^f8Z#qke2k{&Hg8BzrbCTBm2`R?&2fRq_; z#3=1gl)&nXuE7>VeX8d%D&-w17YDOQ@Z;|ikAn_X^2QdkhQI>va(2@WKylB z(f8KlRze&$t=4Ao&4lbdz3e|;3en=PfQ2Uuy=%#BYe^2Rqm(*&_nu7^)XbQ_dnZQm zvsfoi<*&tpoS=i21ByYL+M7adoxj{FlB%Gpy*ZtVW4BPB9Fv#F${v0TYX76P{_LC_ zs;6666E<~l@U!7DK=P-!R`sq@cMZbQP!nJss-g?hR$$cbV6w=stAS!$bE~k%5up_> zCU@ZQ_cX0nWAu-{j@=q^02)60^^;>HAGo}9#t}Kuh)&+ippbiXqhc$eQOkDbU@$Vf zh*}Ed+5riS{F8U?a0&dDKScAMZW7qrw1?cGJflI*QoTEJ1EOTGaIkCR1=m5}vUswH z+o9TY4cp=YN3&1I)Ghh#go+PCM2$!8xH%&~KWFPJSu*^9{k|=R!wwtww6U?ck}F-W z5q*ON`2J+usE05VkpYW~+Q4X0qD0Xrdwn6v^3~Bk(B>O+)t|5fSz9$h*}NvBNFTq$ z#YzmYdf9-Ku=agUVsCG7Ry$wKJuQR)hi(uw3i2(b;U$PeLc`(p(;PLYv(SAbCjjvNPATkkgd`oWtOJc(OPkd{Fdc+XJvE6#&*`k!p#@#5#QI- z$@({3_mlwz3C-iE|3goE$~ETQI^9D3t9wjOS$0fW+fyf_Ohx1z7{@@j_iM4z#kIzx zW8GV4gYq8i$Luaw@R5Zrq?DBY;L!liJBI#v$y?dj#Y)*^i98&dq8^__=iz3~Q@P2apBeq=Dl@uMV;s=rD$+Cb!A zHS#x({kuKU?uGh?5Ah+-A2I1y+L7A<|by)OecwqV!P^B$J z!o!sL*?I<2?~%vNT#K)BT{#2jf5x6fCX8$k@jLN{85-lb#Sc%JzTH0AZmtJ5dd1%D zqyy@@uO#>M4oyX8p>o(u9mx;h!_fYa*W0M1)l2-gooGHM=K-OM_;oM;3;?eKX1ke1vUyUFL2Yg+pJh~>Gw!$Cd+%< zZj_g!;$fE_<$fHZo*XfG5^BAAbrk%mHF>0PHZrDp$~G}0>+&aBex z)gYfF*$zW1os7R@8JDKCc9{QlEW^n-u^?KR#=IzfEK2%qA5hInBd!T^q9feDDZTWL zuLD#nF6~B+fvHx0^=pDVrxiT%g@I2+DMtUTb4bQ3!_mhCftUL5=tw#iw>hr2fa&F2 zA7&MDzR{vQ8^T`!KD=GwwIHDdmmtyh?rhSIUgo!wLZ*|+e*@8}X_Z>*7#&osk09vf zXFi>;^Z^#%p!O?f8S{Y~q45C>7B_M0jw}C3Wr!KV?b-|#!KAHI23!rcukY6v8k{37 z)L;GC$rGo^JLW>*ff~q{i<-jg9+?&@Fq0&v>@C zLcey($y48h&;K}rKg$qlQEy-sw;L-94 zvhH|h86~;f@_6V&Ocrhr565=(c@FP(GChL@-xEQt!%d1>M8$4r_}k>+^yf- z9{=hMH2r;rjN%4DoF!&cY%niqXp~E|+i{EJKIv@u@frD%kt~K?9xT8%{g+!{cYG?z zo2N5>3+SVRI*lnJ88m2LX*lZad2g7g@rQe!FB@SPa2N-s$qrrfe3j@=B}7V3o*`Zu z&KD%)y_?Wa@1MFIOq}1Iv$c|P^kIn!UW#Wi{doj0C{%UvKUhc`9&{1G4#5C4DG0FT zFk3$zmHcuzEaN}7hOSjdrer_8sDpP{nxJ$%3yBGUh}@kdQv1UZ_5Tuw@uGoc;`#IE z%QZ(7;@srGZV29xMOB(SB<|llW-!S_(0j@8=}pGTE^YGR3$K+bATcilFItAS>%4M5*J8RgvcKUSaLaf#Gotv1fS8)g=Aw=4&3SJGeb&gGUt%&* z?$PL;#4!T0G0%%CdVp2!)K^u2VpX9#DH`eD)hhxL$=|gH+Mt7}b_1X#{WLWj8o(LqQthJWGtM(-LNr#&_ z{-fKuv2aoGf>f*0if2P|AuZ{;+yMC)y|V(NIfU7D2q4&1kvd6e{d#}gSw3h_qbuf2 z0Z3#m*_qy=@rKP$ix2~iDsadm+%l7X(1a)Y73dzGYo=Bv^TT>|ff8Fy@ihA`nJ4yJYF5?9XxCPdcgf|dE z3X_7ea^&KJI>)S8%JYuvYIa?BtFQRT2OGBdYug9>CUX6Zg$04n4B4Uq)v_ zvEbm&!>*w&uecJ?p_+bK$@F0V=aO*(x0GNW?M&-F^+U4Nd{8J|QENKx> zpOb!fwm)-p-iZ3Tec4P8X7&A3ysWG*=Q;bmuaMZ|g`PeU2X-NUz`y}6yvYKnrTc1D zGg#0Y;Ckn%4DglYS>#u#$K}NQ6rz%Ujggw))A_Ynoge3+fey6P!Pr{oYT+X)YEQjg zfL;>-lLuv4g0wF?e@x<&e-;H~gjsF}>)$qk{XMc;0a{JblD^sYd3AF;O}MFd^%bUU zUls2@t=}dcn>$1RkkI-dT3&l-jRQr^V}^B>;nX&BOBv7RV7JL90@i-blOyhn_3Ro+ zmUIF0`?THx#Q3qS7+`1s?iQ(7d+5?;aCCyXei@skZ}dOUbAr0#{f$RQ(?)hmAHX03 zYb|Eo)$aE%QBfzHZ{$bhEcbs86Civ7h{f)AZtujzJaq@4rfxtvLk(Woe4SNMUjANM z`rfPGJ2jNm2M5rdyiRtu5TF}7yTZu>9-*2$gm>(AxXsOdPm9Tdk7v|&b;pE~MIK$C z<@a`-5nmI7@Ic1``zFFZn=TLQIx++pMDRvls>XY7tjdUYoma8efWSF$h2B))ay>(5 zm!b260c!#d&bA_XZ}`teJ*qx@mdd+oh!RUSTW74`Hl4rKVt~o+N$98sBF zJFHR%!z!UZl451L>r2Wzf!=}_x3gJ?Kj|@?1>+_x6;LalcCl08lO~)xq5}0J-{CAo zkwRA!CQ>Kbb4EWSGZRxP%|NjHsSGAnPl-&j1td}j5On`4M4zmfcCp}hc6Oi-G57sE zKVap8-;y7cw3nWq{xi}0^3n+br7hNE(<~k{O#tj9b7#8+CF{LcyDh5v)12Owb5&2K zpNK<2!tEiBu}sR!L@Z)&X92$Tj-1cw-#4|Y`6Rh{cZ1>nO)x$Uh-fqqGil?RV@>$h8;&xLdab+Z$ z|6CwTMgXn^r8MWJK>!$mrm$N3=NK(5t@uNDBBIC)yWrS5uM$mT$tGcJv9|M(ERB-Z zDxDuXL@Y!u`**J4VrDU=`Xl&Yk=>(*g5yc{z*A$>85MKPGOTGT=&i{LW|ohh()j`i zrqSwWs}uvv%wMJ;-p|-VsEq_GoIOjO({Q@g!)beLu@vQY?jot_ zCYaCiaEjB%y`~Hq8u5A3a&oL`lTTK->ExEDsJklkpF3dw9b`~=fwd5mlan60DruXW z#)*<^IYk@RH8Mpvw>{?Ch*srr8m&Ggp9qI_u8oh1#z!mYzAXh2wY#`3j9DqGCAxHV z3Z*cd z{k!rZd3YbJd`Q@gv|>CQTpg1;0En|3P^o}IT?ksKq@kgFPii^bVBEWp|E8_u6<98Heo`q#I>%B^71crbpeB+RQ+06 zJadw73y~`t-;VwLYTFQu!Ha!;eGNXFkk258TssU{e$8wxK^7W4fWdl>5B06^j_hM5 zaIj5kgTeJR>eph~>Yk&f(z5q|Do2RA=dD1Kw7a;n18P`p{#) zM|A+MMz^Rah&|c)bCrg(mdpb<#u7hLle{-tY5t!-qnlQ4`(J_JCv87yCPP$JoUjD` z`A7lKeGlO8z#z410?A)ELz*@^ZOQ^k7ZOV3x{5C+Cl~A#B6w^7gh=v$LF8>B6N~b? zW-vxIB2v+$nU8*56>iZ@a;b@1Hb9y@V6=r2fh%B``T{X(RU5IqM~*@7U2hLq!zR`j zjr%qztt+yh)L81apl&J4A@1g#oDdLQlH-sGmR%#f63s;#A z%1_tXj|ge3zZaFAKwCFzOpzDHhbzMvoBa4OBG_NVs5H8~x4Rg!cH1&l#4AP1#d#mr z11vPBcr1BmSs4Sk<`R`pU(mK?>NVbkO=;-|PDuuI`%#SiGr4O^?YLpT7?$LwJK@3) zDb?@Ar?1;@d7`m*03ng8uT-L?Rjaj?+rmia2kb&@cd^PCrW`H{BKO(bwenCql^GY; z!7=J$oXn3_Y9t8*uf~jaP%uaY3^f(Rd&<8o$WeB@8WAdY2rug2(jH;yw$rYAaw&7{nmNA#ecnkDnbY~QXd|r-0_SgFGJZhz=Ja>j0y4IQJbPX zezgp>*3_;@Bl!`dg&TA(fp7l3A%plGTtil{KOBNu_BU=pTBhqXI8JDb#N5->Hu&2V=b0 zo8MWEYV6|dR&icQ5G(oNx<6Up0SfY6OQX7Dw34m1BF+hAf_J$5>vo%Bq6iT8?ZTHa zkxrw6yos9v>E<{_x}JaT;?8F@-_12HhhomF?)qnw{6*wvcVHX)Zmc;wJ(W94gq`&wyiq?Uu_h_xv*^+Cnh{hNF~7CUCe2k8RmZf*HZF9PyZQVKLt zQnD-N2?LG3y)d#!AKEfqvZkAwLiN2K&VI)}mch0y-ZP%LJqC9K0knPaDlI{`%IyN& zUGXZ|F$eklTnr$okYLar+ykr4@cl-HHVXSb_+uM%2dKYkoJ=%xu-=QbbRZId;6H;k zPj+KLw?#;sORYyKR)H&NnRVgAt1y$SCLcFOD`F*=kAtyd5%Z} zQ9f;%!p|t43Fh*Y2qa5qdrhQzPULtRr)FUZ|Nevdg*3$@`^q4WK+u z{F0k6IT-@~f{FFx>9LmT&ic?M`o6ud&z(Zvz$)>zxB3(2to3+C?kp@XGOPwZ`^=w& zyj~3aPVg)6K?8D%uxD?FwjD?*)1Q>87x_<^zEL%$eX!8Rn|T&PK14c^8W{lEc>ui;G_!<^lG zSzux2yc`V^W}$Jyr;rtNKHPLa$cI7i329^wnp)x)6(|)l6fO|no^auEuB)*T?#UEhlF%Umvks8QZGm&pfrMjbc2Y1q~s7P z9nv}H;eGY@ednyh;$PO{zMp;XeeJ!keQmIQBYBIXZ`7nHQt|xpP{=_?5ena7C*|-V zzl`_ujn`K}vOQ>>)=BQ(!R2nA`D^E;Kjk)(PVOfw8_7h>e%e*#S_F;%B6PT3GUm&j z+wHHi!!Qn-(<$uLvUvG$_^?0y?B;E%GvS68Y~3!Y56UYIt>eH)@n+Om$HL&*sf1sI zC#|BF&=HIU2w`k}+egTtUwh%qS7!wUC3p(d;W;>LPoAQI*vZvdSne@!aNwqJsy^Mc zA}i8ie4rdxY%iS3t@P)q2vum>yMsVLu6B3&`0noR=N-bcQrsKQomYEb_^l;~@;|>m zCpO}OB#pypgUnFE#yOR20o1{lt(TsyK@9a~B1byEtcT87R~GX(`7PZNEp2a{K7JZ= z#@}TOWPANBRLFLYMC$lDA zHOm59skpIHZq$=Q5m(tcZ(RpW6?lF(R3>AQbHBH#=g{b^4SB4Ywulvq>IfvY`_k2% zacke}L*ez!QAkxVo7nAT40~=S_{3O^m|dwDGQF7f_alG71?Iduw@+4qeIh+s!cGT3 z*#p}}^MS)RmIaRix+XxW;PGq^0ZhC|K&-4`dR2B}BWS~LK{uZ5R2nUhwsm0?a{_aL z{{ox6mml8LFavU#iZHZt6UhL3SAI?I*q1WCqE=1Bw%M@&=QJ=?Y|mN$){?#z_haed zuiWXqv>BLbTFZ@D@j4-h#(azUeQnE|`?hXbHp7f)T1s&+v%;x6NP$j!O5{9WHja~c zfJkBK$Mr`bblEd*B73iPO;%7-a9bBeE&Y_U7-ySfb%TOP*bq4 z#{#?N(MUM?bpN0UhQggH8~p6g6l!9$oSEm->_t5 z%LU;YocCM9-w(`w?uj`#ZtHl!Dj)HR_aVzmrd5qY{_NNJt{sS9@U)N0yN6UKmxvS!oW@VaI6-4D0KemQlg=T z^M576F-^qPo1W9i?X%$}D>AG}E@OL$P%W+g8H4b8jcB zjGD!@a#b@#DGxIi@Z<`%gf&l_#+xqWW?#x+A^A*fZijAezS2~>uk36DyrG@~<#eO= zZDN?PDW<5J`r3PHN^h5|HMf2%vK4Z_Do#nxOpWc0RAf(MMg>y7MKFCYlS`4qNO<`_ zU!@#}IQDXN-`d_j?8JZ~!@zK{@rMPk4O`0Tgz1EVXW7=&<|=tJG6A^Z6!sNLo#({n z_Q<2lD;R;5JqV;BVlY_HWxw+@->ZRXt@D1YqXgNs_iq0o`)C^+?%=_f%1VS#WcDjNJD0oTe$YYuQ@^iyoC2; zVq}-kXX>ujD%rg4`M=q|I1Z5dVt0S_i8W*Vfh(07N4N82C-9rUd9_T*^xuzot>z^% z|KmrByVX9q&o3Q-A%ASJ5PM7(R1V%PD5cN^M3vQBN{`}Q)v;Q1%xkaJ$FE#fp*Prd z1VVIZl8JH^b&WnTU>BdqV;)5fd137*41$D`7-=m$728|de2OEpeWC7-A%U0f*|9A% zA+&yOnf?wP1#)b11>sixPlQ~|@Im&=N4$?Hxxq*`KgngSI8zrc@$$(gEMb_QwWZ!E zefSg*XwS?ok|LIOVC!t+9?I{zUxCnSYim^n*%-w+0}S`QB@vjbMU$!`j>Pn=a#Tua zjDPI!#OE6}7?2$}2LxDOKFtfJ&@3gb<35tZgs5w%K;}$Wq*&m%D5>8TL3$`XRqGDX zy}-;Ye&JS{dOeJ<(>VImG8qHlhcWjznh@VdWz%07p1@OvZ!ypqMeIOG#D=@qwXpqt z4eI{B9K$*SvXATscK^UEj8e;ZxbWXhJkF&5Mtk`JAH6HA<(9u>D~o?rD^93^hrb`6 zJWJQEo^$P{Z~w~jU3J%$n``G1-$$j}Finsgk);r8ClP7P`Y|^dx1rFE?F+I(bX;6q zRdw}n<4X8+Al+!04wgFcJF-%{Jm`Plu~27Rjgl5f-H?1C7x=j$xBh^(WQ`IA1gmi- zp{FwD@v&gQcf<#b{nR$nZ?hi;-Xugh;0Mxjad38(WQY{hmyvxWr13(C+dLlZUoEG! zUWoJvZKK{Oqx&X&6(l{`@BoSbyZiy{iaHi9@eO)IDv&N^W%hKUw1^w^%iVz_`l%IL z=3{IhVa`M4et3u4BGdd9U`Kb)=ulSfJbIPVM@W_$g%u6%z<)ojU@7u)M>)$Ih z0@iEh(b2f@Xq?-xmCrWsnw_^Qm>4@XC3y8%Hy9@r7qb9AvW$rfgj5OYXde&}HbvM0 zCmRDvEMXR0{dNm1hPwKBXNm!#A)GLWTs+-AHBr$123!E;Mf6LZ|XK^moAODNeS;Y*ha7aw%~sz*0R z?Pr7zB(T&hGSjblzt&LZ^O z$_FN{a-&5f?fUH6sAn|Vc@Gj+clX@}wrC7`et4Zwv6W#C?p1-SmiKtOKmP#NUh>KG zz4^dKF!ae}hu1LYrrL-MvzUGDRen5m$`yn>!WP;O4}#;lZ3M%E3h~Il8x%d*{9K0=u`@GLkrWRV{OF%#;)aJ-Tyu;mDHS!mBi4+eb4>8*RS544U|GjS zAUWF>D0@= z)$aS!UkdK*e?h(DC({}t!Ys$Cc7CYg%j9O<^}<{|KP2qCb2Q6In~8PVCJR=Ibv@v7 z^AS078l5lx13#JuJruM-fI@B4#m{VD@k(}_4;23rpI91o?RmXr(9wN|{Q%2b3tYZ} z@Aw4fAA0<1&?(jIyW6OKjReb3RsEQ7D4a7+AoLvo^5W2eUtRaFa^)hV&Kt}13h`v} zetTxtmvq(+=*v*xKnOk%sJ1bZ7uIc~)yS8IIuzj6dRilzt4LfV=8@0*56-g^{EpwD zXnH>dm$~^K({w1t8QZAZl_?`+Fro&ck5_+LIxkU9d-IfRie(+?oTnDCgQ$z|m4+s$ zu(s-Obge+7BGXdp@->HIJ~+xqYNXjOTobMGH8+eN$o_{k{IWRF&bMy{Y#(h2fBkh- z;6C%~e81y1Y`Ua>P-c>!dQ%$f<`oOB-3R~POG^B=reR%#Xa zvN7o5*?CYqyepJNE%SlrJ#8Hwz?y)ber@2HYm;e}EdRm!>&L5XG8ee%+(zixBiM38 z=)X!H{d2d84V(e2ws+^r)?{|Arcp6Ydb44RIan8;0d0*>Nl!`cN3o#T28Ddm6gW7z zagT+Pzi3yF)=orDsYS+rY0T#v_1dk;PO)1O~0SX$N{F; z5-v2&X|oqX;;6Fm!_7uc(Yqfy#&5^S|5AF`Qb-K5Rj;If+L3&reNb9w$6rQeG1@}m zw8>K90QdcNQYXK)z%ePMtnT)Tr?C~!HI7S*D3&}%8p}!{SH?-EO1f<-*aihZmZ#bBwM${=p8t4sDp&91i}5`sdP13f}G0vAX`|2CRE7lv9Q z{mYQ}5A5+tP$)DpUKXM5Jb^Z(q3Dfg6h5vjXW>-!_=(|5D%MnXeF4$9s zv&8SqLQUh#e1pW-I)B4xv6d3gK6>?_B3h>iEilKdlg8FDNUJhj1-`JXYxZ00%}G)A z!H@E!uHDnl3EdYZl}_XJ-aPqQSTIK4E$*X<8=5PNkW2 zu8_}VI9Qj=va*jJ5quf4Q&drcUfmQ5tH-|>XBx^6BU|6c`4by*vZ7hVX6uJgpbz(j z`~V#5zFpaP`atB~J#47t0SJJNdrfPEIN_m}mzT1#{N7u-&U5v+@7}%Zsnr$NXb?A1 z(NkEzNxzv5^7B-+ewzJsExeZUSlrxr@`PtM^S-rw7MGpoBL*?{2f6@+STxFk*Utu? z36I4&+NcjDM#!i92)*R^Fis8N#ywDRj0qzzhPslDo-h3R zN@Eh!@lRboN&Z-r{*h^cj;t15vXtP?$FYtuD9E)M3ZZMOR?~vLDtr_w_R#w^dkzw9CWYl7F~(6@s6t%&b&w1ZxQ);^ ziaV2DjQh5wJWE$4J$zl?D72RFbOt%rUX9(5uG+_XZ!NlIPlEA`FzQbN)T_u&-g8D| zQ9zVT^tL~fisy+p=iUbMAIKGI<;V8Ah~vr!wI;W4Vi47okZ!&N<|l+h@?fqtS?V^u-#ABn-TNv?aLYL7z`IcC zeW-Q6Rx+F&@GtF2e7t-i`q3o-V!r=^iQd`F4WOvuKG2^~~A^P+CLjf_sNA<5(D?b zCVs#V=A@#)9ygU|$gt(=?uG9YF^3b8dqAdUkW_Z4)PsDe#LB*FXj#$c6-=5MzVM5R zp3GjKwLs|~oaQ9(l6f^{i_Fr?GxLy@$W&Hw^Jf9mFU;kk$`QmrZSKeSP}wUwqyp$5 z*=9_(2+u`@#2V9T6lM{ZbWNbnL>YB1@4O?N*bBPVb~t0bhR zIc=`Bi^1=spr?gf4mlBCTc7G3=mokDNI}6s^La+x%yq$Iw8!tXU^#Cr2Mjj33G1rr z?*e1LOCkRSbK*zLhu?Oj^5*L~$iL>KUXs2v0wV8?#eU~qNQ=(;ELZJN1|)J`g&80O z5m2}Vd)85lSGpSR6{L}=3fd>zXfYe#e|ece^xp-Imx*$Bg^m8g#{}akZ7e%WKCjRe zm4xbS98c~!sw3PQ4c4qX5N_np8MTz>tiW;L6}Xt<)_Zb%m)Hm_T<1D zvcD+A0&dBD>T;mT(X7nW;Kd}3_7wp%$d#URMi0CHaaIcPw?vGX`M7)KC>Vk$xiDTO zT=3pxk`$9-5*>BlsAXTA1-5(y*FDbK+bd($msM;?<%G~5SR_^1Ro&kjcl;^`F=ABu zZytA`87VUe;hY$k4kvU}nkD^$n@gq8Q-W$bl)~<8sloOj)$Rnkmqi2W5s@U1AbzS`_jyZR_`HI zwqw8V&##Kg@0$k<`E+Z_QpQV!3aTq{rcXtJnht?s)UJ@n_G@dmWh}Td?VFm#c0b}b zf=|Sy0Ho8~*C$716S1{NRw%=*DpW>XZJ=QD+WJ4w%LJ1rAdFQ`9^UT8kK#Mt`d}&J zsB)w-QbXU+^XouvGB#7d1^agG{IO;HCi+CE6h25+_ob@go6xKi;kK`I^sq-+DPiPX zd=L&H``Tut`vt$UZMYFNrPs9<7f@Tpcw8~CR2b3r^>1|fs;PtAj}u~7MOZ#|Fc`g5d-E9Fz=AHV{d)hrxJ&XN^ zloW@sZXltnn1dQXc#xJ6+)B*^j|bN7L$*(&CnrD$XTtU${9myqgdqx`n^^_NLy6Ua zLY#ZW2&S=mOAD%ILg;N819|c^Pz=Fms1U*^Nnh-4(gad zF|=vK3?uW>j>TiScaLdE(hFENe8S11>~t5&@#-f2m{P2L+1*Xy$j?e(e-ia3IGcOD zs6rnc={YJTy0Z;5J(5~mTa){rUmp(m0i4%Eph#Er{yiRE6grSbhylB`JOF_utIOj} ztL41#4*;gF-RQeBIg_L@S;2?=X6_X)YEKPG*Z7RJuAcGOG!lI0>2W%WCWHIAEXf)% zRl2%EuXaUb zf`8Dn^DN9S^QgqDr_}7sgis&mVlAq1;;N~s0WmF9Ti|?|I6@!mgIt7S1PnGcct*td z$NaX0cHX{>l+Lmz9B3#t86>I##JLu{CN%sG`zQl*oLpR#tgIN}A=e%Y0o#>Lz%Hf& z?I`{EobcDS)YW7i;ra$nNWMM?vtlw*v`*(jtBj0V#;R@Rjb;rSEFtcAthyf^i(@e@P#}(te{L{+pgwl zSf=i6Lz>^KFE5q?=p{wIw16t{d3JMsvKtX`e@n+K2 zV38N-ta>Bc+7{p&4h;XiH7}6!_4w6~6^=0+NYVQ>j;=ZQrPTvz>zFl(--4>6=$!5}q8WcqjQe6?C5zWiyP*PE1e(-==KtLcOONEOg z+2$YyYaA9`|F_M238Wud`uZZY6S?|8YI^_>ehG$5eHXnAlE#pLAZ>qj$c@v6*X_?7 zia4x}+mq_UFZV}5pgTIk8~>mG7`6vpBrl-6rfuB1%loQN#im;;9~{hig*kLG$V%wr zFN)DQvx@u&GrzlyAw93OfFfL#F$!Z%O-HbM$%6qjILXpA&DjNU8#^q(Ycv27kp8C< zEuU9Rg&)+%lp8$O#|n?YYzwu^z$u-NGr*UcHF4_W`M_!_WrS7KA2JFk(H{=h2BL>5 z^Q@fyc!&m?Sq^}{;q_IViGE+K(L4Osapxn!-b$_Z!OE91>@PsvD%&x8h70=4)sppW zn=O(;eT$732NTTp`Gup`f|>Ip?*B?8Dv~k9WUp+-I-SQl%d8D$|6EuR%{J4URZdRM z8oQCK&a0OFb{fEEJx&t1_Zs)H%#9E&p-O)0I6dlI<$C9-41Od&nRMPx&*jbb%7J(Q zZ6kdH*nHp(HK`Z;NY9S8`3%RVG5#apyw@n2tNS0bKDvygoiJpBBH!_z2=X9O2FSi~iMq$wkI_Cl|OTlG0H z0sn6);z(4k)&`tDo6!-F6=es;US_rOs&e zD+~p+A4>fQazDmMtxr7`-}5~0DBvxNOwOX)uJcm0c$N4&W*7}rWlZTfJ(F)248eR$ zWFNVpR;j-N4KaV&io3~Jtw)lYNs>mGWTI#t!?V6Ek1*Ay@Tf-bwCFFJVvHe!1JSZm zAy`9~`{&o(#HaL^Qnw#{q)y3vPV~fXyF#8?MD0Ou!JaN5j?U<}-i8TDPI}427Ya5& zb?N)~N#@fs1>NM%{MY)sZmB$hra*6;F$yeQdJ-9log+o?yM#Rcyp6mN{e{|#yCz&Q z-V#;I*$FxT9sXcVGHQyy+1pS|R~N@#W#bZFYdb*wVoF{l@Gt(OVmNMj`m zHADrOl`Z*QMRabf29Sd~qk~$aQ;?Za08L%V59L6n#GqLn{XJh!z8;46 zzl6*y#oFB+Pr@AuBBYn5^$S^vqQq|d322kLGKkH7bfFO!7Y`S)D9K$g7d2-OKr?UN zhojAT@$9hPK2zecs0Tt7nb+6!U7oNRd|viY0rjX9g{hkPH)C6qR2laH(Lo=(St-b) z_w0|xO64O%zm*XB1zVZHQ&zwI{&Oo?biAe^(T<&CU7N2C2NSEJJMWG@aIvscdp^Q5 z6a8t2vH9Z&D>6Y4*UdoP{fa3hvmz4uR9O^hYOOJrqPXafNe4WFa{PROA)=ZtM#joNm5g89m15`=vW>+#6*i7f0royU|RMq z&W-V(a9%i`2$+NO{!-P?I>!ds(>ET=APz!IYDADW{_w zm_brAiDb)wV(SgiKtO~xyi9Lf7F78!$YA_P03tg5H_gzMCnq49;i>ac1TLZ5dRQ2` z^p`}}&SnfDslDt_eOpPO+0KA}OUGl~Z^syH3QtU@4J~~~l8{X=f6dx>N(~=`i^4=@ za31T}_BufaUa)Hv&uqVX^Co_F))2=kHR0tnyOqdg4|)RUx$9pnQ}~)VA_DRL?OQAZ zQxB~6>)#K7wZL-kbeW{3;ddP$-}WQA>*G?Hs4hz?_r#m4Gq8E-+qZIW@oruA>+6M7 zQ!q1zQ6sy+;2FOdj)I4dfON&Vd#Au$tua+U&6rOO1n?L@A%p28dQ!RvBX2(Dvv*op z$-wIp8v=15B9M*Ki0V`?8c3WLKG^_qxxc;#WUrxvf#k91$k$>2p8%sQTdvUm@M-~o zGh9S4`$-a4i*~PB=~3A?=Ez+qfCWV}1|U1~7Vo-g@h}z|;W4%A(R+VA?BzM8O{$}dOP^D9+w_{DiVFDi=g$Xu zsOx_vTnI7TCiNeA+ zArdH?C!X_ne2$1jQU+xDR3q}%X+LIoQ+__fh5dms`ozV(-Y+l0fJWNPPo?2g3d4`a zKw4p3+5IvtgU~SnFLrRIl)?NZHpnkXI#tw&5!~#`e^(F4E>r+9ZR@#PeMF~E^Tvp+2ID9LX!-cgOG$nrM(dxooeY|rc+cfT z1r>$feF10z=mTjB9^yOa>${?dLm|uI+`dyqzlHP)9kz|{=pyX8Y{kUCg&QlCp9TD^ zSyBiM1x%2IjZL8%xzooMGuxiDtjsZ0>yXXU0v+yuU>_vrjnISISPr06aq*P zp48Fq@8rbg+Wdn8&;tUGN?$qW%``SPg3W0X`jhwPgV_|$9>}KwjiXcH(r|;97IJYP zST~xE26B^*>P92>)adk=n_#@9`2Tm{8Y|zdHD+FcqW0OWgr%f&S=a?wIq4AU8c0K> z*L1G??)})EP+sHM8Ic>PtW6uoQi%XVW9Q;pq4n%C04VN5B!_Tu zApJkrp-%P;cubED@7-Na(KIGqwJwfo{4_uTV$d%QXQ&wx_-kdkRJ8F-K>U|jz96h> zJ2k%3GmVXl+xBQLD#GAvKWEx&zj6hx4IOj~a1<@C&kvi9zDfj+JZ&(>s20vbLPx|M z8s?;b<=^hUUyQ2W>cA7{TAMdp#_p#DDk|d4lwA7U zFks1$LD}5}Io57xPe67x>*r!nRvvpz1dnp~;em04(TnBC9U-ietQ+XMOq*s>TZ4JU zgXGX^m~PE?y8pvv7F(5qoC=_O*Z< zE(ya(9-3S^Z=<37X;D+%l*qU$QxR@YE=4R75)w;I5e02XYmX8m9#A!59x79AHHRQ< z{s#$rk(OkDBnkYZ>*C!01)xN-0MIj=&R63E+?HBpsSED2wRvXo&MGP)w-ij^MJmZ$9x-NkC6k zXP)U(yM~o~Q7U@g*pY8b!}svJO6+pb;URE8Z^W}1q23l4Z?#|CF>zQ~<=$s?aQeA&*>X(ts{#rvj@z0Z zHg-gAAdm6d)A)tLBpo-(ngZPfmj=$kSjncrNkfmYTJ-N(iLq6__>O?6bPZQwAnjSx z;`z>E$Xby`b=MDqkh5-8>g?A^cV<#t5LTQ5*a))#BXQwu2#)3CJ4+G!WP2@zO48OEF`x;fu#fWVHKMC)&vT;hS0h{juY zFlL_PXH<}l6U3!RYgRe3HcCgd`ceWUBbdfX197!m6T2Q~FWXzoKgBZDKp+;vGGC9V z#wNuu9Me&4OyXriZricMU!aEmbOf33u<{Du^nL<^!BF^)_mYhumif%&WTd2(S<_DsHpFtYW6F=J39H8)Riu#iFZ^5(c#wN4Z_n5tV}eFRD6=YF#Slj@ z`k6K1(64UgHPtriCwaG+&FcJ8XwgxwH}0%wAr}3Tj4lNMb-q)R-Rwn0Jj@pA{L<62 zi6ugpcE`RG0lqW?IghHQ_}hC(W=?6e0I`pymu-eD+#6rSGTrp~_{GFtc=K^g zw&lr{0>f^d+tJb3z!K_X9Gc6zr=z*gf93OC6B8T~ZMOc&!heql>(&#O>8 zl6+DKo4CY**cd7Mzb0RLRjq|NWS+Fsty1746d9xuw@Hwi)PY?m59?1mIc-o1`$g#J zJ_+-`xw21##=V~B*W(6ul-EqsXWPpHSSo22AnDsu2TG%G_FFF{#f`I>a|4?o-bZVI zzb%ee3mc!kA4;m!S!}=zbXbE@VNZ%p#Q#<#%fNTv2zY0m+r7QL=D(hfWMQeLAfH`4 zoCx|o#CFHX!hUn~`mr=_tEPsAlD_^lQRV3*!n(2xtRjOW&Z|ip!@8CcDeAAngG_Wb z2-QsG7Y^XoeX?({oh1Tx9uOs^LYq4kw4s#7e#>^O+u9fFV>y#(cJq`xn4$0suzsGr-eZ>rV(fdz#~|Uo9{`K7Ln3 zJp@WO=pcan^ESV$D;h$BUQNkoE~!{9)zIp>PB$o*i-%8CBU=l4e7mBSN|Dw*Z56?* z9AirRQdb~A)cWmy_M9*C!Rx2UaMp)0#TOo4UP9X1+Lo~*n2DQH z>MS%jZ)1ht5Bf&_$*74D?gWII+P=%dqJR`B`aWOFPM!3CndgXb7}9b$o#!0T3lj*w zJeD2+*qp>yr@Q#AsPCiCMZEB(l_m|H4!mz>FcNF&K6c$k)18qmO>CR4?8!Tub`Za| z)9ijJQz5%FDT%_(gWB_|uvqBK#Bx4Lfa5pJw%}F_uPHS5!8S9NneCjfVb*bZQB+Uf z!K>K|B;BazR!azuK3|)fTk1qb&Lovt(JQX4-6vgW670dV4TMyTOxINL0M~$${vNgZ zt*Fe!K6-dJ(T|Spo7NsbKNW#0_3QAB4SUe-y@8+B8i_^U*E9cEv3)O29e2|4eWk4) zVC#DfaBj+u>mPitva;s(#Tw@m{;fnU`dT1osh_?HGi&iV`A#tT>&R+r^4j$R)VpfZ=^o)#N0QnV2R!ONZG%ti7wwrMN z@o-*l(h!s?oJA#Rs2Kv5uWT2t_(C}v6@yi1@!ZCeFeN4x^ zEYEv>9!Ku_;A3>)$+AM|Y7*UF6gJI`ChPxZiX>XYYy2GALu$|o7xu|C`02)YsFp*r z{ZPo>UD15?o=ks4UVhjkLjYzHmjkdX3F`K&+rz`-{Q7A0Rd)9L{sJ&(hDE_`2r8Yh5WELW>Hz7~ zePA6C(x>I{Zh~)!El<(Jga*`UBWMN8#}0n|3SWW-e;Fd7oiuhj%%BU|Y<%=;w+7Gx zk|M#uVflbLf%RVsRsL@ZMafgs`V?T-p~eh>>pS{w@hXFxd0`PdCBL_RgJ9#*fx&d@ ziHgG2U^=^c*}}`zI#GGJ+YIa4K_n`|#2VJGcR^>5K+=P!#AYcjl*@(MC?5_y5Ln!h z4GyNOI34q$PEFNY$*b;&h=}0|hf3pmiO77-*5@zt7stRT5`cLuX3=uZ{?D{FBA>YP zt9xOCR|bcMx&UF9Z*H3fd*;C>dUt6!Bocfh085w!bcO&!p`13xUbDd^yfr$1yz_p3 zYX71Kwa@R&dfVS0ZG>ICl#GY?er2*N-3U$F<{bYxK|lE@D=SJRua%>s;anl2c8p^( zIM?lCvzF_NilJwUHq=8uP;%NoBp5BexqeYHy5&RaZAE)n$yRD~0{A@0oZkN(&Fi_C z^12+u-&O&?h_iKD<#>k;pWv)hg(3U z0R7_P;*RB81L!Bw=23Ex;hB1kEBOJaO~7a8AS3?4ci=OFxe+#ejbM3Y z)n%M+s%~nh-gb9mAhc**OSu0>Jgx%|r(D>(@lBviPuNIFKEg~5J5M&g6kK(Z!M#W+ ziA2|3zb1G_Kk_E#<gq^% zcz6y1+U|VKqeqH>d}3W)9n+_Q^`X~?D>3w|0Am@*T==x~^su7j!zL$nzvM_z0wh&- znQt6F7VCVkcn|<2oBz}epTH^sL=H6zwIer!NFArIu3*l$XOxEC13%Tf*~ zJAPtj9QQZiD?_otMOr>Sr!}XPgI~TV+S%DGQ%TcJ8Es=PxPU;XMW>zH|FRK9|Hnr3 zYLyXERY|Se9|M6nvt8W%luM}VHoTdvQ9AtfWKlsH8kekP4_m0HN}?NMjFlwKDyVho zBi?zyO(mAX;@RmXU7?&@PF5dc8Y7A->L~bHZ})1Bg|zzLcJm);Z?JKPmQ8p4s_zD9 z>MkuJ-4nVG*3Y(!Q&{d=^vMJGAnjF1rZ5M1Z6bxS&JFEvfLDv?LPHRB`Ottu=PIM= zd~i6?@N$@n{mI3#FyDf{GxxaCG@V7FGnFX5Wj21d>-$Kdg>*#3SM?0e9X0>5qHv(V zO@{WjaGH^f{92}GjI9(8FB)HZ+2QjBJVB;F*_@KI)ht@Jul)WDII@5@1ICvW=4`b9 zW*{oK4!`fM3SxeYAR`bNLilQrZ0yH~5>WD!*YY}XBAN2ScQ&tZXM@;np)bwC@A*&$k1{?Z12+Ls|E@sAXXVb5sbX}5EH}$ zOiwJUs8j!{(-Rg&-7c-KGOs}`ukL3>^F%~E&kGG}1- zq~ObwD9HoCm`EEp+0#a+d>@f$p(VEWTIpAw_5YL*To|`IXe0l50!cJhm|yXbOk-dB z=0(Xn>MkF$!)FE5_5gf?Ji+2SJ6=xmK}O9ihmBHRgJsAhun6w+?TQL*u(0d$e=&>) z2*D9m?_@jxj&t9oX+c9{SI{r`41cZ8KAL)8!tv53v9oI859iL-lPjEwM@A=j&$U1qK3 zd3o5rp1r$YH=bca*YJE~(GoARSpnu;O@GdKDf{zY^Wkd`LKcS`8PUAan9JyZ`UWhN zGpnth-&P+AY407ZdIo!+gMNv7r0^;4`D%DIamrVuEGnEymQmfeI@s@0f~ zC-jiIMN4r84^AVG(cRJ>`h9o=$>6K2Q*2g-R?+M$R@FMG03tvt8fFm5-1d;foE!Yl zTuul#2f2qP2PDdikUmW`ISx79GkOMZw)ZEY@>qTf`@X~#w6B!Wdf%fJVU{T}aB|`S z1MyV%OZIaF|2lB5XTXD*jKMZhP;G;>XCE$hZlg?YLJXU2SWPu4=h~eWhQ>)Uzl#1l z86y7gWXQ+H&blcQ9LS_2InXGopK1MPPBAk)61&nzbZZ{l^}QrnVK)A&W|UfN`xsoY zWzvH^r=CP}cTA{1%@!Gl&3fyh6@jgSY7xUG;kt0wNW?h$a@#*}>mO|IT%X_kwt3X4 zd((nHxnP!q;r}$lgzfF~|3{>`NoUr^lZ~HSZjlY#=^zu&Aq36^l%2yE6e*Ve=L$9k zkfCKzVCD=XZ->VHOX|6G3nXzUJ1b`DaaI3+6GL5k+jsQ&$%^W*d@}TeWQliEoYyO( z4_}EE{A&DNL~dOCehs^|abm4!{GL;09%qmMq=o+!DZ_wyVdMp%#=DcbdhaAJbj;mb zeTM|{4Tx3~yyfV$;?;cF%KPRP3xoP|4mv=L0Vo`ZG5?Av zdMtCUG*0_tgqD-gmH`+p}+uep-%fI~|~#HNz~q>j90DR}4BHZcTXGIbf%{dc=x3HzL`k$ncb($X%!Q`s zt)v{6RrIL@)EepcghYkAd>4Lk0;vU!n_EwAw}N|fOv&|x)*jg%)d!&ih+FNv+VLoI zIVh^+JxyyRJIs3ef|7qUx z*|klvQt635ubU$r9(;sIB}=nBdYG+M=S#n%53U!#gF1kEUC#INQn^wu4asA?ka0rGr-bN2e3CPgDa>(qA^hF`KDy`*nl4Y2J44m-AdG%FLA# z_$*ewVga=D?^6_SUf7g|GQ^H;9TTOg&sOdp1V{pN$%P(A3O6FgK;uow^*R5TrN6W0 zZD@hqQ;tGI+%eiS3-mPgD37&%Mqr{EPss-Lcm6tdW4#ZsyliX}jP{Bf!HuSUyXT@C znI5G5R#UsnVCN(GPmSgU%Afj$kW_I~QFcxn8g9(Q6E*iM#`61wAU~RC6ez&1AX+bY zM(8iX_qCP!FE;>5oPOy2oF<_~tSJwRM4+}M2QWy2o{f$k|AnZ8)-hqg#ADzkug7GD zst;bp`PwoD^o9#c-#u}5iw$qY|A>*7|LGQo;68fY5hz5 zG}>?Iu?T0^+(mV)dSpLHRc8foTXIeggK?OZyL}qaR#slF5YtdJBYfwy4>k>uhnUN41@RA~020dB zV?&^)btF^4Hy8cUj0OX`eRY2}2mPJVgQjPFIer(1S4fW*q{Dl~iRp%0<nCs|4o@-%&6cGSmyVsvU16F&<-SjtH73zS2=xYrmr3JepgE;N; zAZh5BDaG%$38BMSea9=Q{lg0_yIMK8Y4s9X6b)>$^i9%M{BVo-hH`$ZLhtJ<;n`)_ z_q@V*cE0Di+nv3$OHkCVh=ik~6Y}tMNka>O2r`uyPgM)Tc->s9V{QwLlYm|~qvP)j zV6=8vRYaC51(KRnAPx|YI!G8I~t zM_`?!8k$t7qb6(3D}*NI5IcFX@NX?o$RVg?@j>9e@k)@rLV2Zram~< z3l;lm|C)|>^uSv|L}X8z0v73$v{jo?AnlFlEeM;yZ+&K%fTB%9ruF188~^Ch`>tu4 zyc)gQG%P{GASx^@x5tcm;kevY;{!Wx)B%Ao-{Kv{xhZ%n7^zA?yB9ge%pCOzU7NP0 z@03b%=-cA5iU0wG*@9{NKcIpCo)js9GsKW+QH7&$4=BPUXJ_NLN&BtY{f)TdZ2)!% z4{7X5oC9QOqQ1?8PANL!0WS(oZ#r3DI?mJDe}Gz8U|6rY+R*xmtdHe$u7T}UrDRsG zb{%z}ETTcS=x#!O-r^*C$i1X7cq(C)91w#JZv+cB2-isL1e;p`Un3^hU$_`R;{eE^ zs}V&5;oy-259A6XObb$@!;rat{K)ijf+mo5g7exo_6dtD_4+_oYHDO_t0Wac^w`Y9 zzk#%r92=~NorIMIu2fds+xf7lP6X&?r=$|g?&+ecQE&B~eAFS>1=uQ|VrA%DjL z+lduA?}LSB&FPIue*pH9{!1d+Y3F9F1CY!?U7ks>i~CVk?$Wu7U5~`2sVgzCXmOI; zJM4zeP+oq8+(ZI8quEUi>quE5MO7FC*tX0s!bT5>l$>lh5OJpYRgk^Hw3i21gM$Ag z1G#8ZQ&Y|U-(HDgDJ3@8Ywp7=k3!@8-T%q@Qm7E`pSj-Wqb-usv<{8{#sfXN?+CQ9YD7gy{=PqMD(Wt_K@;(>%`@iU-unRUTS#l8k-_53FaO~C&Ps=r6PwyIhid#RdQZlQg81q%It43 zpJ^+x3oYk#i3{33ZyD}@-Vf_1lzi2ORU;Y`v~0Ra#eT_wSU(zKcdF}Nqsg7^q=!jD z7zcmt>E;~X0BPdtw`Z-jKZ40J(tGSYWlJX*L<6~>yC3?G-LqXCXW}7j;9xTTRpBT4 zJolGuc*)u5%4<4{wU08lbgsVpKL-@#PMeUP#tL}QAWf(0F68*M=te?7>F!biX_b%;2_+>JL_!p#m6S#l zM5L7NQ0b7C+Gn-`KJW9r=Y0Hgd&AyW{Ay;_tXcE(bOE7XWkjOHWH5GWWK8rlvK;BT z$Rj$iFd`%$x;pdu=cFW3Hdl^-1$#NuRvf;~o!#H;NeS(3i&ED^Y(xvrL{ez0^ z3tyh1A<`ZC735Sz{2H)Zfx2Bjnu5MEV|q`7w`M9iY?&R;#0P)FqC8NYgA4-c50x&{ z>6-F=|DGAw90vEzIWH}nYJy9Fi-NEmbTVyfc+Vvj z56b%f{Du5oUqEIpFN5|7CQuqXq9PLzf*+vcH z#~V$#i?^kP!s_clnd8X?3-qa}Ddw~X$BRCP;WXiFX=$0aog%ED$fpNHtH0k5Ib1MJ zI-M}!{*XDTB{VlNgHPjz%}{8>!Q>*penizq_?`r^d6)sywCEWRKyUYA$qNv zK6HNR(^-ANq?lI8kiqdwiB*;DgsTWGp?1Iai>!PSqCzh=c-%!O5d|W|G^);+h8h=< zsdHG&Xh`l0#_pad9cb=fy!GYDC-!5{gBdRn#?>vEu6@9?R${jD(2WM={C)%Hw`v7p z@8Hli*Yk;93Ok%HCCEj@N2*Ij{p=aOO%qjx#GAAZZ{JfIE(FBL3oXeuA7(Rt&Jb`Y zRH^o80LunkJdC2EWLiUvu{`#?zj7dTNy{I=py%v$sH+k)%1Zz`ko=bxNL(IZ#$3aA}?j0Rarp%%4>9G)# zgtID$3cXmUm(!39C8g`gC>UlK-Qc;@beiCH3ooH);mallgiZXRDR#z%+n71z{@?If zx$-OBYDzj?j&!5~G!d|y#I4W!x|p5s zsu%8ID%M4kbh^O$!aznw78Z=@mgrDcrJ%H!<8{MYf_?00rh+ip>)0J^A9!iO*7v|BGzgMM8vnJOb>mKxr4^^J*6RiEKJ%}AcVz%`bEeoZsYoC_KW;fCO@Lejr_0uYM9=fveDu3 zmaScyqB0pX{$O^88&kfY_moD#)s2ntGXlT8Auc&nKBcx-vjy2KoM+V~WEzXG6W%i_ z6T4aqrd+gmk2$-!oALDD`^cf*=WUrcx3~;_&dkT3Ol~=@ZcOs=Svu zZ`K9k{p9oguY4%W=E8BjhkPncKClEE#=CN)D}Mp$A~V}GEUIW68*x&Y5c8)n;c9==fx~cp z;PAK0m8Y`DrCEQ3`~}i*^H0==XoO$=1!tdcGfZj9joR{4LpwPZ0RdMV_TwBAGahLW zhNy$RaB)WGD0X=h$f4&17kt1**j&+?Fy8jXjy0Gkr@qIYE0=Z1OwLBm=G|Bhlwf@#Ka>?1Ft82`?0I3*8kMkCfA!x{U&c)lQfKqMA%|fk!Xo>f1cdWndE#hmu zqLeOH^^{QZv&`pw#=#6pd926A`P*4{=_(W$Lg@fhV-5l1G5cyW6chjvyp8Bo;2B)# z;D})65z0zCQv+T!*cTwX2Qp5y2#r4M$*09doaXW~zYza2Ocb&lz++(K=Eld9m!f-d zVki~Pz-#jK7%UY3SWPr-8Qw0Po}IqxwZVz-+~!3f{wojAk3jU*?wW}o?vYD0d-zDg z325<&i|ls|%6^L4$xn23aPjHZE;P)L*ShoD7j0NB6>eW}usjRoHZm0+ha)+*^G;bB zyIyDS-O(k_aBM2dNZT?I&fCI3nDT6xI~9;ue1S^c8{`qxs7hTZ*O`7yS11j_SZi;R zuRq2_JWiw``Qz;$zdd^dX6v4H-N*qxx&f(DTwS-Th2)_9|ncNg1_tzpB4+Tv!6Cd_f*7 zXovybeqg3K*^0@3(IvyGznOlW0+_nL$}zad+@uSn(~0kxF%zI>kM$qmM!vd>G-zp| zzF4@@M<&ZGC`b`^PUXt=>t9w!Ppm4(m8J~|!_4j%W4h5ogmv8u9>>K$4V6eC!dJoP zI7$!iT*OO7&m2N>Gv{D(+{;LKtT9V=CjQVZw ztrIG)+QitA{Q4kIU3w@=y;XhM=G|p#HRCLq!dB$F5qc*^{z}VClJWEXR`&xigNEvT zUnn%Jp`Y?{>X{BD6}_u~?7VKF_&}7csKqmih@gk_zJKn*@Wv!2Vl-IGan=LyHzpH1 zo_&s0Ph+>0HBDKW7u^#PmpdAun^jZS$y6!uEDNV=jY-uV;276EZ+Bn%u_dh*6yQl2 zMvc7quN=(u6FstN)23F?c?2-{w}WHjH!Uvr+6TQ`OQmmt6^Q!)TkpE|*1S~LSxjRg zli-hh!^NA$NF~2QrNs&$P3I(_o7NbIJI&_@tjU62*BP;uZ0BAEg}vwQlZ8^J)7l6% zzFtXq5`8IBADrtKz6c%c~rf zVtAf7zS+L{LPgNSTlU*vgUw)2&sV=q;qvT08VE9#&%~VNMqiCK6ET{1w`c!TZ$ttW zAw+22eH6%FAI?AF)gN1N4b;TjA1_8n;3B?qX zCVFYXdFP0XC3C*@#_0r1G&sD*y);y`9^f~CCS9@BeT>#FR3*`nU=n9?ykFRC_x%r=sB0Mnf;hk?KS&fhWA1NmtT5IYJ^DjY#O%pCK}=~7DD>QkC4K5o7-Jsrs5?( zB`ZyMp#l!dxeDqrzq&!oCDv$L~jb@noV2-^O>H-t3=x9N{DnM~5)_Q!Ma zo6$~4wCw)DnRnA(l&3#m#FT_mT<_TB;6{+(pM(TImPYt=1qajME z1r85WXrQ?DGmqfu@+;l!Vs*_R4f&0mziWf|Aeb6c?%Lr+LZYsDT!(-HLXj?n!PdrD zYd2*u@43|~2p>O<1*FI_Fdz^nKSFk^w|4Hx4o}PRd3??WOio|;oZ9a;f*;9p-X+FT=4P1S81%3gaFpNM zRDf(Q0W~_PVJ^9!guP%p_1idbE+y@RbxsMBO|m$~&!knL}S%E?D7 zmbXnQK;<>grMQqzHM*$Zdy<1!B#?ox9$y-IRXxT;ySQEUqQrV#I^)4N7OOcUw;J8= z4CistMUnSTi(<|~`cDoFb|R0F;4D2>#u<6y!NEb`ssvo=_KQA!vH{|VuaS3iwy^IN zb661zGK`&08`%!pv$qnY7%jog^R2|=&2Ag7p0GJ}eJ171Wp->Zf2JvvJi|t)IvRd) z-8`MjgZ^tVLQHgsm{)>KMoB$(hsnBo>9QDzofU2*ZjGsk5%mS!C%1Gb^7*kOi&iuL z)^5rKA+A;skQGsQ7FYB=GP-rG((^5zLS+5vuSb<5#owe~BoIas6{J88PafOR zWlg~I+iT+bk}5&>PY~F-D@}mbvzDG)Hy>r2FK2G|&fR;$Z%YCccbpS2Q!bkX(9HJ) zdd^*QHp3eEd$;HW>BcbA7G)DJ;^%efW67*aJ&;1FC?cn)cij3b4mvI#6}c6ELm({U zMX!f<%wFsO(T&P-D3X})Er^ITW0`Icy>2iZ<+R|_#eueG5)xB5dZ#P$nrZpA=$PIa zMvh*pyIb2DdxLhXo`FIxx}4-5&YJ~K#Jog}9Vu_;=4yC<=NLoY6WSu9zf${>ElWUw z3$URI&<6{XtkDCUtF=`I%(L7Zq$Jhx2A0dl`|~F5&Rw=nO{U^on^sSr@{_)Ec~{$! zgi3^kv~vuW5V_^i8KzQC-)WwJV&D&z&&JxF);Bp7V+&(6e?K-8~h zCsE_DdAPtzPLFIWIz#$0V0(Z!IQA{q$U%km#5%!vS{wri<)IXlGqj_Og9SjA$4M?0g^Q!z?5cex6YvUDm)K`tKPoIlu${jx>vymjZ$D5EY9mrMH^5$HgT~|iH zkZ#bI12yURgR+oUPd`dK7lR@}8-7**FAk!nw8)NNXyl#x>}ltIhLFyip&Ygu5KGQQ z$mB&xZ@~pCM-!R!$q)q<@=pZlQBG2kGOc zOMZUaHw=#VG^DiNEMsf18(gPKP z1wHj*(CaB=WQ%!5e>Qq?cD_HoQw-mK5ozCYNcm!IGOAUO)rbgdmy}~#bB}-kA^n#C z!ZE#HE%WGFbSBVt5UanUoSavk<>k^uo-8ifiy!VxvrtfnWrjU_Mtfer7<%#?Z_Lzk zFjP5l?dTq~Oav;rEn6ObrLA~Hd}~JGrtELS>4U!8&%1ah8w8YmCEKZaA8r{=1fZbR z!FE{;S?x6n5s6EQbvKFlB`8>VsF8Qgid+(UaaR4z4k=#^6kfUpdJS6uY>|+0QQbPP z04XzszhC|OsYO-xEwaQ12lr*)*mN_a>P!HbZMuZ~b^RRaIko2zV0I>g{>`<;h>J8P zLelJ0HGyTk=Pa3t7+S8;(yVaZg0t|Av#($B$=Vexu5UDj^LNpP@1R1f&xYL32j;Hi zHP!E>_cBdCOy#}q^Yu~xBXN^&Ri1*16!8*mv5uoz%zV;w9npqPlqEX$N8jUXONTc$Byv@ej9GTf>m>LBb6Mm}<5(mr?@3u4`+^AT%`B$uUbN5-F1rY&& zhmW5=70KTQew{G1;6+K~g`7C~axIfl7@~7aqt%pZ5}RaOi-SR+;~;nSsuhga&PP7q zfY(~t*vUw#KmCiPe03A)ejr+yDGn$r z6I^`YRj)Pw(M-|>9YGc%#}WB3M#AwEJv$s6GMtU0+E{62XQgf0qg>xvzpz>nLm=$B z1%boGF)IpOhv1z#W)>w9lzp{d=T1-tsaIymod{YxY7NTGGb``D71u!x$2c`sKqZL*) z<=j7{Kpdu9d~uD2K*C_FQsZExJ%Hq@tV%5F$o-jA4h{~g#NTmoaVTc54S%x5(-Xed ztahWO{5{Q~w>R;Dx!Mnu3vG#d`NMXh@eMqJD2DYVp{vDrev=Ly8g%<_N05}}yge;r zgJ3LNE{VAkM3F|31Txyabl#K!)fwkkMdNR^XlhbqegB0(sA;i5(JSV=v`cc3GXb>^ zLL(bg#teL0cl|3EkqSY9f#_eJiNyUoE;MlUbHh|c#oU)aK*{%nvoHb?YY;exPHOq{ zgLH;YgWYgj48`l>m=4u!;gLBZz{RHyCc@Eo9m zVun(jv2CH|(ysr4?7Z6*#CLm;o0VzbmgKEcXnw~MQr$4{?k4p#3)+*qJJn89?RE`w zSe{YY5Mk0DC3}iU+l5nN%OT`HT*tFl2v>z%S$a4Yl8nLsLaw(oRcR9Ij zNnRxdM$c~d1t#iqdcAaaXK3I)ZK`4V&9?{703@?G5qS^9u>;T zj{w$@^8@Tm4hX$)pwqau%`rVjj*JO>0!@PoN0W)NIdrYG0BH!?)2*sV6PUrlL|+j? z?%^Z+d*@_K@-QSB%r&W+Ozofw|8VV-)M`nBUjvb!FT0?`8utgm#nYZ9akRl^&EmLC z?vCj3hte4gd=MZ-_LUW(PYL+%cXF7{c;bT}-y=ulyt$h2Sw3JMnhJVyodt==aNXHRf&!(7%S zhoRDjg+xBXUD_8a{n&JOYZ8}CroX=Z63~B6epcl%gNLOLBR>RlAD=AHe_VS?La|Ls zZ7(w04BdW4uV6^EySO}Goad^&fs))sx?CQrA0nB(52^I-!(Iw)Dfi33Ye7e_CXh^* zeDzYj7kC9#)QM857G9}Y54lly(W-f3Xbq)d=jZ*yzHHAm%f__fban+FCwtp2<1bzR*F#~-_rEi3tJmaTSf z!s3V9@6Hi}I!>kMBRuRf(6)*o*c;I=X$rOsFKQ`kbR&kk`{jBsHk5`35DCPqC&veN ze?`Sewy3vtcDB5|*%p!|{#fBfBaqlF1XF^DP7wOcFhJGfK9|~lbM7;+o`g=Sp??t^ z5Qi?idLf-IFWB)JVL6FWy_M+i5lQXBya#!GSO}`5w5ZbS$e=mrWaj!`TQ~vz;E%me zcb<0XWl_g}F4VpKqF4I@|;t*9N}A&R1$ga)x8_Ufh={&^!FXcG~uz4PlWKF0Q35$7G0@W;TK zN;8s!bNEph_+w%S>)@F&un_#t_@g|dw1@Qo=sP(A?L)$wz8d99n=H& zFU&-=Dqg#|x8hVGo88L{oDJT34<@MW$1dFTl-OB~<6E8FD!Ovet-uO<9o5GPNNFM7 zj!LnpcY*4{Tc2kB%|#t*E>xl7z|`-+^*o5f5{6>@XN~+Bn>!;W#TR3<-bcEd27Gx& z1|_c1uRa~84`bzgfWcDO>k|@AX0|1EYt&J1V)OH$CUlK3cfdn~i~vgb2Eiz57(G66 z2iQ0sBlP=wOUTJOcC)~iX*y^7tkc*SDE;E=siLm>Kh>0#-}k)M%FxXVz3F>=bTZG= zq_BKbnu8LE<`xFOh>}jp>Xu*A7y;naY_2h&J-5?a+i!Whai`&paB#*|t?z1X z-jNGVwb^<$j2vExmqb|_gR0~C2rIWF%1k8i3n9Tfmzq}{nP+E1?VR7X^j^yBKMG#%lE|9O?e2 z<5)QvLW53JzP&seF0efwOgHWwUQUR^PkqYP;MNy2{>xq8(#7K5pYbr!H-03xe4k1+ zsXopBzct}Di^efjWSLA4G6-WQ{PgQ9`ogo_ssTg_bxVq{QEK2X3Byj267J$Ss6Bnf zq6b%<8<9;3jl&M2?uw-Dbc!)d{PL?i^=`X4oC(U_#Yeo?+nd(Zr9jdH8aM^%=FzRa zJ2`1N_)#aV5V*#u_)4Z_|FB8Ou2x5gx^|Zd@JlAKyCAfG0F0o&0!5N5J5Rk-i z8GnZsJ?I;muTLzNSEIjK$kNr4UcHoH(n3oQp~@evpBuu_Cb$7Tjw0P)`M_?X5ALG|;sR`drBr^%MOb zIk5m_k|-*e*qt0aq~~ruhlu*c31O2C`<~i;Bglkpi&m6SKiMK@#PeSns5tmv#A{u~ ztySYIc5w=hW!a9hpL()Cpv~LBbWQs$c~@5fLWY9o#wHBE5JeN8&EB2vXkY%UyN@!% zfJk-2+M4J$A@=bgF+ZY(L}00QxD_&TRdYwzqh$e8+WmCAX&W`0qQFY6kX?K!) zA*i&9B?P(>=xBfQKm96tOg}Q*^cSW7CMvxmm%eX&0!13Sj}%DVhqk0G+XF6LW8G0z z$%Z?O(*^EQ4`;0}oB>;uz^!L_xc^&Lv;ew zyL%%&e%RYKe3eBw>n4*3b!b~G@%mAL_#3cT2tgzT?JxSqfBV$-cr6JS5Hv&q4^NI= zPK(|i;Z%mTY4GsqRg7R6!(#Ksm=J8h;y^?Q+tSi9#9sAe!l*q_In8?;&MN8I0qH1n^n3t*kKPT6=#=on^)d`%atWC;`RL88QOd9pfTkzVt5sSTmqn6uGX=#6e9 z*Dt#ta5)V0SMRHvna&Fq?iB`3x5jAb=|R38G2xfCyzIVjt{D3OT4|HQf(c4yhZH+t z1B9{|$1{}~_b11G>WUuj1@)Cc*hL#NA!juwHbJbgMdDF5T$q z?aM4HC~Nt(_IXIMg-8M5@#WfWQ!+9#IdNdhJQ1*?fQ}=$5EdNwbYceGrL@Iv+t!(d z+qcBwF6!>^=-jaU&=H_AYB6WD<@+DxfqqyEJCg3SApR-PD_~>iwBp*ad~Z{ff)h|{ z0lU75y1iwZ9#xFE)(5}WXIMBnZ9nxXoE%;((I_ffl^>07`WV*aBCChTW9(!r6WM+*cQf)8>%%8c z&rf~BL#hS>4hP9~bJ%4$_%2L4og7OO#ZNl*FI>yV~*hL^a4za7hH+@V50oZ!?YtMf7Mli?oZ!krzZ(~~Mp?|$BlnnP+M#i)?rzDi`G0&w`YM0us9@0U=1 z3?&Q|*SiqQI*C$~tUh}OYI1>57XaualM(*OghleAPN(?P)JLyL?-W8K%=vRM1x3fQP@ImPiFW2W|j;M3Lue5jpa+0Ka+44jE#G2()6Ol*>9 zTnQwO6*&K$!9j&0fAl2@DIf6wNN>ni?Dz&0WK4)UkyCXfE~K4JPai%H>w}+=kmlww zc1*0T__C?G`UAQ#rg^&<&_RQi?|k`om@*9jLdGN{2(a4y8}IH&*d$-wmPa1yKuaSC zPF7r(5uXt|3=wT_X-nNfuBT?J>3N1sFdtf^RmVqp;t*^)IyxxASn#=`JsIc3^=oH{ zov95&$cZqt+vc=gjq=O);B?2t#9X-X-?w>NZa)ZAw8Vx<=M75$ta`N&P zAnw?;uqj*h&o`hRg~8>to#{vgzS>P=E?`sz`@TmHyG`e<%AGGi+y$M5fF%lo09-Fg z)@Pmt$O`bp3`H@^EH(cXZ@JJrQeB9o7r`lcr5d7q+RukD8>6?kca;trv}TeptmM6a z5iLaw%{gyD%)}IV4ZL>{IzW3F>&JYYzYkLt^5#;^&Vtc|Ml#35ykIV8Q|$#}z-;AI zBpE=t?m@whR;2{JwqWVhp42YdVIct0{1XzNn|WnIc=yZR8LMjR=r*!%kGxJlLpEU4 z_o(H$KFwhk6Yw9d-nw*qp2`(M@ngv^t(kc>N7^Q4+Z)l^18> z)j7C1n;kqZ&Pvp2b}A_B4ixwQbn#L*(7`GyvgToZ$v9DRAh5Id!Y;H%oEQP-0+up? zutJ8qIVdEZC-jq}2RU6jRTghRU$i1+znII*KO zMp1uwZmzP2xC9MnQi9&}Z$H1VgO8!_pIzkVO2Bg;yUz{;(OtS1AeL*_mtUO1{_jSw zLs2(EVQd}+X&0oj>`)zhehtR$EE&6Yz0vs@ygE14WEj^uBdeoB{>)J?dfKaAA`GXm z7H`|d;=TIAM~~iv7HSKcY!IlifpL;9AUqsA2?S<)pb}73WNB#$f%psIS1D*O{Avj{ zr0T)w->l%y?0)WIp}+9>CPQvs-lQ`qsQRrhMX!GT8T~$)+Zfec1ZUAMCNVJt!ZT?y zmf6+oCl)B172M~~52K>65ufNOp>9BNvQcwMR*tbK#(44#e1Q-hW7A6=chgPchj=*%BqJhC#(31g`>j}R+ zy&^)psG|BqYLrFW2f{3mp-bDDTW;cC#dfDaY zQ|tHU7ciS^K~kV{@on40*;lt}S&oxK2m~mQ15q|-d{uf?_?O*`mCTHN_*4I_frm^* z8Sh@7QsHS2*fv`d3u8Cicb}M%GKMb4tNrzd*-Cq*YBB3 z?4#N!S1(uDDfanhii1LQmkp#Th6B{p52900aM{kYLpmBL%v&;ZXw2kGva*b@N`K8L zD_lNoKB1|QYB+4zZ9c~(uMO56C(ReD>Dk$d+`Pi~)6r66Gpa#wXkKj$0jZj{r&I6 z+B!M}zQ5QN|6(bd(jG^3bvYh8S2>Ww+Zw-CqbG*SDg2(@#J@ypt|UrB=%cK-?XY5V z)yKpq+6vSO2*v50b{LpXqx5rp_oo@QMR{@2U#X@(0?!+l37g^HJbPL>U-;~^+K7Xa zYez#!?G1LKG_{Kh{g&U&sGF_$#T0y-TU~7;+7{aa)gc8#LvT4JolgsI-EanV@@W`= z=0R(Q{;nPU!A!HX7Ydp^4fW`z!PI3|l%e;eQraIu)c0w2$PhFqf~K0tCwauLbL$l@ zmheC3c!cVB23p>sndOS=z`Ry4E+^vC>Q$RmTQxr-J zcImj4NI}-5fdt=>6@4Y=0o}ttl%Eg2+-8?hVS5hidRHSBt z84VJl9h1)KRaMw^ju`>0=nPIsPxS?&pCL4k4Y17n7b-Phe*h6TfEoYCGtHx(X%sZ> zp&>UKV#E)55EdOxw6F{5J(R>$z&53+heelN9ZCqf#{K&%d*0+Qtf!{m^%AFt*=}TaZ)blf9jF?Bp~Dko;#q$QL`z!P zk~Tznl}I{77xIgdJ}2c0%;=zfV~A2bTD*YDK{|t=ez3$<4Gm&(dbNpzXCik4P470J zwU&;}YS^pw+79s9&QITC#x=DF&DE8LR!o+j-BZH(Mm>C^M`3lp2Jn-^l_ z7&Y>wy?TW8lapCYx20K?-a{^JWT6sd(trg5$}&5=r%rZaX59s0s$g$P246U)o0i;U zUu#=J^F(5S^3i%fzlkzdr2r_q7V#Ykz`%K5w_>y2+1a)_?qnBT8|RWV|1!OQAhS7B zB*T5&f4Z!!tnqdk_Sha&_AGT9aENL~Ha9mbCXMnb#U9b(vRi(EZW5daA}GhiSMB66 zM145aHqdh_0L`Nnb6Z3pM%;!SfU2S?w;m696Vq%E8>E%Y%FcdKT1tihDRhc0A8u~$ zCX^;4>6XNmvWiSBKi_I@>38ZQ4-G6=*RJV2y@s%uFm9jzm7bBov}#Hcz*^wHm2 zzT0E9QH-%|4RQGaA5bSDuv{Rg{?OcP2?kXCwYIG137?8t^Z-WZCS+1wz(%00_7?*P z=*RHO7;Irc|73jOMXJ+29mKinZh{dHbgOB&1-+qVD{|E|kfvU@j&`Gp;@ds_ND-Nq z-d?u^j##;dd@RuoTaWFMT92uR?2ul>-bSl>3Y#a9*W}TcFJDY&NJvR9-u-!X#q<3@-X`PQ9P{%$uTyl93Z!eUh6UxFBC6*=8DFnxMgC@qgtPtY zDTy0lt{A2>q+~fAmEyDe1r7zpLkChR9bM+`W%zzR``Z>Pl~jsw3P3;6Ub|44Y@j%y zfX&QLxmG8q3O_&Gml=$PsG#ErE~0XOt<442^Xc1?6~lBM1==Bp(N%l;Np0jX8Ak${ zL7<5o?2{I-KV5RE#%O??{AX^H!%Bkd@=>kd7iwdULWinCFQ=i8!;YjJ#sx4n6{UA zT)ex|dD_+n<%FBtK;djSw2>nkJUH=D!$dC%Q?dDO=9yt7V~)d#A-lFJ0V1HQLyi?h z7v8d`6fB^5ZHuTrfSoz@I{W#1@F=^+#-d<#qeihFXaYbg=#eb?)q3f=r@-yueKf^H z^~f}iL&^=)vN_78JX&E6TL;^K_OZ?NZVt>5ZiugR%W`+Wps=CHC%M8 zpdpAPkce{F-7tzzNDAF~eI+R&p?Bd49Q2YtqCo$-{C)eR;*@#*LsaeykhGGxVStT* zLl;N+B}pLT#$NrJBT+7Rl~P;6daz%GlTuP>JRIKWdoHq4f%Xm7=nNI7QMr9%&HZ)H zVC+EU*VY=~YZ zhWt^XQ@i!en@ntMSkUnr;g9N4VB@?B3TBw5dA+y4BnxnVcO?k!&C>%ZtETf9AeIuG zvp7WcqKnhq(B{hGh(4snw{6Lc(mt0q9H4YG6SD+1I6pl*Kmy_d>A=VvbH8PK$Vet6 zALvp!FCm>)I;L}T*QKKB`SzG6VjrEl&HI!)K9h4fLHD+5oM=MA&DRcsD3-Lo*ObOixKQgnX*#j#E$$)SvHfgi zO~koj`uE8Cf#gP)Yyy4Bpgpya<1+(aXmp+z`SM<>#tVhsJ&Xl9v5xE9-zk^%cx}~_ zlZuj1mDoyoVHG zWSy%vk(w)Wmn?Xzq5@|_>-CKX!NHt@g1P|#0j`%Qj_#`+@1Hk2>{M7F1-cCTUS@-xicBsTVNy<{NRC2SGvsF=BDd!pyB-anZPB% zQISsKH7SMY%EYx-=ku2@+Pb=lkao?!zy32JZ((Jn2solfpgMm~Hp`kyK4kHoTWBoK zmT`5&)McV=*(+B%7VW>uCfBJBZDwrrn!Q|P`7!j;^;tTJ6H<9k;{H_D8oqBz=B&AL zvae{&)c2>_e3ve1mRNV{RydCK5)54BX}LyLOsxKo6Tuujp)0B zU`hxPL*dSjM}?}!y}s8x*|d4vOHP}aFJAbGP5fY!H{os{Vv2mm@*6uP^iB|qYi9e$ zge?Pg^>os+XA^yp25dim^QX6heMoXJ76NKG5UcYt&`{@2XI4KrA zA0w7lZ(NP0?}ecD1<1e+F1eLCjhj-MdA|WrPrTwoTyk>mr%#G)lJ(9~u0FYT3HYqQ zgtb9h?df=ws(*bdfD$(5DtzXn&5pcVoy=fbl;(xh$WAd+w-9LJ&`?&+{oxRFfJ0>0 zAw^Mb?+^r*P_L+VE7^b$4^PwHJ|7(&-T3m+6Crxgwa5izCMPG8`E6sXn{w3aeGf{l zS_sMMd9>#ymn@f{Oem^83hH)*RldwgCB4gY+rv_M)UH$e_w*Gn8vL~ z%yVCcunU!`J?`J1gKpD8ZLmYA#XT-4VI19xKIrwM2@QJaq_ocD*;jskDXqlpteN$v z=U%roEWHX%;NPfsOdwBVoBPtV4bZn(kDrcG(0-tIs<_Mhx1GIqG$;>qzONu9>vFg{ z5xuxR+=F)k$|L^#+zuBaoX~(t+w8u|U_15U;pfgyy~*w?FAv02Y>}#Q?Jc)>A9(AU zo2LUE?-ew`G>o*PVpEn%E+jG7L*AZ_GTbyW%vMe1cN`H`s%Ikz3=A~xlRCP1CAt%B z!*m3lm@a_Sk0K+>7Wq>6p`B(gNWk*DEe;q)KXsXUfQN_wc}eO?vgtw{TWf#69;BRO zS%2^C*}<;BBP1+*MSgU-9;q>5|ErH4KJ11(b;6S;IZ))l$;2cB?0dXZr$B146kuJA z&17s3dq9)SMVaAC4lGlrQ>eI$8#Lmcm`{cDQPOpTxLV= z$QCr?o<5D*HvG;L(gL9FuIq#L_dC))OfLTC=K3Q}lT+x4%WJ%8S99X=QDbAVhC>K7Q8jgZuKHZmVDb&@goPjOl6pgro66{c<94OMuq@a0 z-=`I6)0HkNE8pWkunBId8{UjF-RTbnx6!RtA9_3S&KyF>KE=E}T1qA~`(O`+S9kl%W z5p@v%ELULMUT>TCG1%SduURs%En!m|_Z_e09!e4%n^N!!UqUA>E-9(;w^9vPKl3H9 z?EIP`ONv_f@#7_Ikm^z>z5er)!^cY4#qqJF#V8hg)ad?PG{yn{%OW6Zf^N;(6TR{u2IB$>F)wb=T|Gk#~uEG?8Kv!ph@>y?f zg5J9<8QVii!P@mb>80zPE`upJ0CxQw%#p^nQ8a|Wo7=ry1T=#A#$OwLPFr&#UDC~7 zDg~A7*Em#Jr<*0XK0`rpNt;+lkGl!Wjr!T!1TJb+onPuN^-d!reTVnO_)8f?yoB4CU!wk?G~Q_Pq)mq=H5OD`&&Z z7enkQT>RqJaU-tce(^$oe?)tlRQ*r7qx<^fOhjVvbDTPL>gR@>BoE7HHUiexHa_*( zc(e02f6@?craX1(;j*28S&5e1RfJ_Du!4E?U2y~~8xBZwU8<1XGt=RZ?QNA4Yc4WT9j!>N4bO5i)Xk-Hwju2(X7g(@iRd9*WX z=PL;D9uXYewX=wv`nA2?|A?HMADk2Fvg4(yCX4#6n_D?+>(6O+KI8=6!cN)JdE}M^ ztCG~M_*t02gmXl2jnPVRHTZ=v-8EQ%KrE&?F_m38uxf(WT+7|ep;eeZz)$kuShe&iA&;J9;?$E| zT!OCyZ>-2EDYF6IUkJFQgyHAsmlV-oVy))0-Y&#?GPs`Cbsk`IpF5`jwNBcWmYLwu zX8qg9u<3S3SA6vra1IU+4?U+Nh4^oNCZm);{`zy&j;eui;4!W&9ytU;01S%THwuT* zs)XQ}qa&D~6Yim43$U+YxxGQbE|@(w+oNYqZ=H<9@F@N8L9P~H>L0I|l11*`dP%gY zmL_Sk@H!YB1495HO+zTf{QE;d{1C$<3tX-C=MqLKLQcHyi^ER!y?I4-x$vT}>&#&H zB)XxPTM18}8sz;#DNP&g9-RRGuL8k|a6yfvMN>$^HR=KH{qsLmQUq-QE;lT@oiOP5 zDTYZ|MWw*?G&Ef;a6LXxyUzS-MiWPECrBe?0TQbetJa1ayj8Ezi`0KT)P~7lfZ)3}6S**7I&i&7uM(XycsWkqYzPO9!M?0&B3eKdQQkKuo&a4iYnwlDx+B|MLUOeey<{X%*QLI3*gCjOQE zj`;QPmtVY_GQP{)s?)gnwc%EYEg%fZqOP|KERWoK|7L$!oR7JT>KR4%E3R$9WDss{ zItpw;9IABu;)p{A)CTz6$M>Xrr6M@$&xt;o^ENHeQWiO4s6Y41uJE0LRZCQXLCo>9 z<31MlZ+U(DAaK^%i6Cktk@et-MkYMeg)y6xch=LEDWmgb^Zim$n8kN8~-p0Bli$J(#e`EliwH5NAZ z?WPa{@M&KweL8-08`QSbbX}l~kQmo98>PyUW?1mO8ix%4F3a%|f*@yvY5iJcCZ!Zr zU{-8ym$Al`_AuuPxTZsp1jA=OG6K?UinI+cP{c+&T-+G#YIw76ueI1uOqM@aaWmRT z;RZDhl+-JOPxIj+X+m0>)9abpT`Zlm;vU6<4nx}2sz=Y3PCN}K*E2YIxp;Y1K|(3< zpiG5YQ4^G(mc))WyT3vN45H@s>k$B^=D@MKIp5oM^PuC&#ipAl4yu(LEE66sF6E4j z4Bk0z4(LOzp}{+ce{>&eZt%!Gz_I6@%f6Px`_BiWzKr_A$B!R*=d5SD;H$?5?9U%; ze*OA2RN<6%ZP(K0*b3&*!`dkYH?qyKqQ43?V|_wLcR}F9z#>srRP2Jl+HO=0qMV>6z(eg#Tw&R@Rr43a_9K6XobYbaW#X)B&Flm}*7&(fjzn3WGuH1LHk1 zM1SR=o~o&IS25#KY#r9G+^)Pmp)RO#n;!@YdIX55z$A-hzGS0eBTE8 z1H_Fwx>wf0hmK-8(FnYwTTt_%ZlNar>j8vV*;7-%?4b(DfF;mlp?&m`u1eI-dKew8 z7fmn0@4jrDJxoDCF+b+DQV^7L^qF*9)aqQ@>^HLm(}KcvBKHPLZQ}r}GNC#S=lJPZ zA@sb}@$B{c_wNn2OQ3|1Qto)xRES_i;-PLSX(KKsW+K-2_{y&#vQgj^6B{07I{KA# z5Uiz0O-049YT2V-`C~r>6a5kf)IId*R|oZX%xhQl=p!0+^d%mnOM7k7@MKXsX-u7mPq0iMu;bIA4IpVEIJC2?wMessLi3EgT151*$9_W*t9FB`#_puJOK;`x`?S zyfyXksDvap-O^x5=!w7B5R9^o?Eep!Ci$XO2!u-`bmxwqnqOJ4>B4DuoPbw60s=aZ zA3u)Gg4_tO8Y@MZk3M2k1y?=#H{yvR?eRYmq;|9oENth_&BGM)Rn#>?dfnjIOe5yc zz+ab?i(HED{7{xy|8jWT&HiL3wuBEztJun~_uP%k~tZh1JQXwXH2( zIk^W4QM9jtxI709O!I>-=NZm@2!J&XWc6GJ(lck$QBelUMl7rz-8@~1$z?+3m0DV% z-@$?zVL!t~%Lii~(*&-|BkzW)VB=On|F})Sm$VIAZk5ad!|>bXPH_|n5IUVx@bw{v zH6|t|2QP1w(D6QQ2-c?^42o}`d=L^c50B9U{R>cjvFqGddBK!+@&8lZcScoxZQtVG zsEH^fQAClFC^o7JNH1yx0qIS;igf86JU}!`R1igqfE1tGi6u8Fc!Sl42x{TIOn*>TG zVrH~W|5M$bBAhd-aQlF6w)3!hIa;<|oPziYE!z&_6_<){`}=uW2tG_r{xw3}Ei>Bv z-FJCUUB~qTSVeOU%CT$!_!GC6^X?!vETbs6E&Ek zTrf4n>g|ggeEwgTRRmwZh(#>15x~V+&y!_bS@FUXR*|C*HnWL2H$xug8h3hrZIjuP zpTNQ@hVnQVK65$z^Uu%!+5d4T-^Kol^rnh{R6pGkC&!&$1m4ui3vI0EfKAJ9LY%V# zx5ZRAdl|2Fg5m4tV%h%VmhI;q9CAw7SXlHXzVw%Sxx9I{A@Aw}Elj891Cx%yMO(Yq z*(Z~*MofcU_&GUW{@2&mzIxR>(O1?mjrUjEex%$Y8%vI_^y3q&CEh+2e6lxaUOid8 zc~ES9Y=46!Izbjr2A0^MpdX=y8zP7YaS~=8Q|0(|_>Ua(W-R#q=j z00A_MeqW~ke+Dm$FNiE6iOI=l2{DRzJ&QIGD;y*e6#x70-%@a*J=4KW3~XYTZQVXL zKY#3igYKyn6t4q^4k-pPuuFV&PR9}V%Izxh@(!NX z-Tz)UZ*E~|F9r_34XPjuh(*#fAJz^%Li)hzRX^_QOXs)5ux(p<_SbzRGgz~C3wv!{ zouWy#|FJp`4-YZN_rH6uE|~AR`Iw1Y+v1PgOypzwDf5O=5ZP&qB4wMeaV8n59WgA* z&Tbxl9TnwySX5LO*y;f%R(QDZx6Ky{_>fiXs-!TCMKp~9P2|p5N7ZMjNAGCo%iBn zV}EiI2R-#RN3nA|1B0vBT=!E3u;RnHotD0fuCAWPGA}m$(e&z=5^afkuc-}R82qJo zkDqw8ZD(dwPvr+08~54)22KB%z`=+Y^Qk|_#3j{C$bTx~-Zc?N_aSPf+@XDO^N--D zMGy|!+Ek=7(6~_B)1x1h@AN@ga+az=8##g9*4tQD=j84WWpC@hC=@|&EX`z4NFO`& z?S$$`VnW>DaY3PIYK!M1+B;8n*x1)Z-TdXgh{ZE>`(Lp&zkJzZpn?)Q*jMHzT;#Jr zWA#sDA1 z5-230)4m%vqNB|`v=Std)e?^(NX#dV558hBx~5a_VmENF+#9H=kwcuxW@Y^DyB2(J z!!%B=(zl73ET4}qk;K^!%)fl)IxNnfWffF~X77muqwA-UciPi+^BiYwD;CV0yin*b zg2Lw>cf#82F0c;MjTUoBwZ8V1h7;V)$sqCaP|VdQp4HcE1%ml9&z0CHaupv?Qoa2BEvRJgWV7U*K4lwuc!Zvz>7zi_>+K- zR)?6HPgEHs$=QiMeUP^5GBUpCg3GrXkiz+n%4myMS5v#+MXXVUJl6~&!otFK@f)T8 zuwOPgHdaPnUcMCPe@qW6aR*H5(g{om1#2GiF+rvt(L zcbKEQu+QP^ztWxK{7NFw`4TJ|h2TDl^`S#lE{I+TT5@r6fgRWbBNNT|YZBU^9#QnB zlsJ8`8hf3CK%Q~sL?r&xk!3tNK`@JiHgYsh0gFY)STc^Lo}Qm4VhJ@(hkpep-csRQ z>Sf#aMlkZ??we)T=?qMpq9s{`tb*^di64|F3W=?4=9p_4=P&|O%e77Py?cQ3eB~DL zwp?c0b#&aX^p(1>9J}<(%4TpC&2;hc@yP&8Tr0l|2?}Z=2(M=^_6Sp+uY@%Rsles?;!J?~;C>H42-ww*j_VZ9@YQi>O6*#xxpj7{0gWOvAEXR^B%v zxI4Z!J1|xR5GPS23}xsHo_~NKu@Zzc}s6G3(^T+0slAbg7I4LW$owK|C78xQk$pQ(|G%y$&I!jlBit9Aa zs!zxM*2IW}7Mub~P1WM=x^m*P^~&OG!H6`faTsOVHZdE-f(L^bWB|hswC}u`mH7dk z9x0#-gWnR}Ci_D=#J$G+IJ}d!p5jUyr)Ip4;GZh(yC>pMz5bLkVy^9*^vS`EZtBW_ z&surr(`f}ZWLo9LrpCsOD7St~WdTh+GqXf^$l`9$Gmrd@iZzByzp=Em9Gb&Z*B^E_ z4-Cn~15wpssVzr@_D!?&7WZ&0G7DBZmfW>cN(^J*Zx8#)tH zL5TI?d3F3VI`LSq+zOT#sdzXoU;Or6h;r6;_kD?6*Qy#N=M8|lPpU{Q#4Bq15|0_L zPb`Pm*s%npe&|fy6_hfd73UtCqVO6B@Toe+l!A^yET7_y>z^*v_Wfj>a+FvCj8vmI zO@SmP#dn)WcG%%wuz%VhEPzFeo0_tBT6=zdi*>u*U%U1~DES)6PcL_biXkw!zWd`2 zAzCU<%)vvfh3(8cuYD5RxqckIjyG=J)E2SDe&syE$r-Qx2@6%^$>Ux{gdO*Yn^!qp zu!IdA{$PR)Dv8`vhHjqhx}eu9LjgmhnL=5bW0CfLN@L9D#&8B17@~sWfdwrZABk#p zNG{2V{spFw=p@aQZieL|B|j^#25Cztt{C6(s6}-m0gqBb>2!G@*@H+t1*Ubo3T*rI zj487rVr~;-5pRC=MB#0l^B+*#7I9R_;oZxvJ<%@DH!;65%aaenQqiz9HV>Q~>uMW* zh>w@Jkv2&_KH_%i(?AH$op_FfwFeDv(GVdt0)R1oeRHqx%MBxaUm^L}s~1OMroB;8 zez9tE-KAHp;VHK_Z`=Koyk5Dd%MA*q?2lko-{UlN{PTcv4XFAz-;KO80G=w|tj9c$^GgRF3d*-+Ca5*CE;9&k)%{}Y=J zEC1Ob5|I+(&^7jDrKMq5AQodIBT}iznMhF`a3(x{ z^X38tCgq_m2EX3Cje9XvR}U&-gS=sEJYd!H3!uFbTMzNPhymEEqE{v4!GkzBvq{@Z zP&@=;0<-xmmvcEu7 z_t|#BK$CyzkFA7Wq}7H%dUr8w_KhS3gP^1z1KaT;ap#Y3RQH0+AT|mpmqGCem7!^a zV7UmsrY5VAr3JoVC!Q9jO~G&>-->YJT*q5PUFF1;^u}jSBygsnaABHQgIr>M1Zgx4 z>zE;cJpCgh@1(2{lAwNsbEd?{{{myFVaN(%3H8?R8|J~{c!otq+1UEsxFOohCn%Wz zLP}w@JuS?2ygLB^&JveRM4k6HTX--W$@`TL{YVnUZn2nNkeR1XN>3ow3+c3)K z0{KlQ-$WeH#B<4=EC)J7WXiEFju%m`vNjopWa^(k|FQKUeu`!5`hKvwxperM11AI8 z6|Y^ZABQC3*AtStmz8zwfB#bvLe^%sA80h(p|Eh#3n_e3#E<{=N&f)r%$d~B2?U5+ zC=`(VLVWb?&?saU8;>nsWP||>}Z2S zIV8M@{nz!KI(16W@%`DnWk5#lo}u#jet{xoJMC4aLwPm}cJp1j89+ zScIrS>UdP5#0vN@xsYzk{hz;KLjDFyhjeUm#UMbF#B<^5Z=X5>hC&fb)MXcUO@|}v zyd9=U(Yf#Y=faNt#awM@I^j8EfsLv=hq~~^i&J@HqodsX{MPJNkhT_yb8FlU0STA} zE|aaC@<_)7vy=GzZZBMlg#29ne6n>buN*O<6eO; z_{?Z&iql!SuIPlI2l+e@Y`c#VGhHidKq9gOa-j}Knl2#2GGCROv zIDeVC=;7tX4L1g;9WAhcW&ia+Wjy{Jb*9|L%U}OR5a`!`KYIVG$&8Nf;E!L~bGl~; zYhcPGM(^`Yz~S5Zyc7Dn6lKu@Eq@aXO)m`F zl4FMekb*-)6NzK<4l{qpcH!RGx$&OSg%2@0xXrSv>yaRyKce0etaIyi@H=(-bl>hD zMl=u=Ni2UzL%lKWhULKsD++#fmwOeF5>m&=P66p!buLP0m6}&48Hv{8<8lKZESrvhqQC&B5sxJhkIe6YE8g%OF6Z2D~MvF-T3= z0R`5be1t@YzdNSh#QX#MWNX45*sV1N-agqd+*6bVxVPZA1UWpz*n8m&{+l4Rw(PX$ z=0)};6qU}S8AT%lYpZUQn>lin5Z&o6?R0xqF!>C*@Xa*^J z1gCGiIYGgQ-M79&SW>)K7A;@?{sR+x*<80Z2oaTGJh0BwjFOk7w(%Z0(t=werFs3b z=3!NB7*U*u6T-ATmr1RG>NB%sh~@K+p`aP?s~>Tkwa%3*S17-I$2g4}8fkuf+ROvu zwXOf=iFF)#>pEC%8_t*O&L)EPNu<(3fnm0Q+jTJ!Bu{$%t|E$2W;KEF%o|(6 z4fpNb&hh|AdKgCu=dS;W?)L?^L{a3TqO=Rms#vtb_s?(orU>5CcATYCKMm}P2I%o> z(DO29)~Wy4Th>^wAP4O{>Mp?0CNwgN60HR*EF?NQ6G#VZ;v9%VKnxO*(oWghE914n zT`&wbMa*+1nNWsTzt|h%#A1d5u$wLDKqMu(zyG#PTehTuWkc=$u*S!@28z=kcbFq- zzz}44u_5{w+E9#CT+0mMpKk$}4haoC2uT1prOR$#`l2g_RzX?9#yv*-pq6d2V3(u8 zCGh}Y=>_8C>@;k{QM?Z^EMkaE)Hpdt(C=J82b;{_K3ZG;ART(S1+CB{k~bqnT*n@w zEBOhka<2XRPXmXNJtBDF86Bz~kAjghU>I~UwV?sR`TeUOP~84GFklSOt%+tnp$pG^ z9qmSoPsz&OBp-rT^%0=fsv|v|uX5Qj3hOzfZ~?1>+&M^hSjOtWJUxH@ocO_zbe`a2 zYinvsj%&GP1I6CGgWTET&{9S(3;%}Xf zZ>wr`{WA4dtAkDIYH`AFo?Mt zCHNyTVe^oHtkOw2%QDw-F6Mcx2=0u@+R>DJ1QhKrOCW+TN?>ivy1ToVH~>iUP}22_ z8Xd1fTww@|iH^4I1*Ve)A;l$`g_3m;tMoXbrR^&dqC^~Cpw%w%2Ub=C%QZ&HnR^bX zcdCwBt%<)&237UY1kUa~ILlM3qp6`mC_>oIw(vW8`m{o&Gf)_LKM3P(SoORfcO4ur z8aP1~@9Qgt3O?GXvyX=I=w8DA<2U$cZSC=X?I3o1o-Na-a|!XT~6=oAf{RkR>JJO3&WiyDj`#glgSEqp;om zjA|)V3Z9wwRFD6m^DV8>JcE~alvz%yuEp|~LfgJndcI;A80$JPN=wyr4eCoL7NK*y zmJTp+lmd`K5)L6ZKo>G~9NTsphr-_=hIRgmFHZ`8 z?!0wd>ZGxOfx*ST#foT{(5Oi&9Fp_BPS}JN0gLu8NzsotN8}f%7RmWWAe_*Tl?wU7 z8h@r7KpId{qiKNi^-LHD#K2ieG}I7p!c2r?L0giFe!m%hr*`4Og%F}H^TtRu)z?$e zQt^nrY$lQ~NDyp2*XU$VkqWb+^L=pqsn7w!mdeiSq4L3exm`s2!nR=e!wCYWC6cIK z#nlq!XbD}@K0qjv5=I6pE2F&^E&Ud=>d}mm1|~DZphO)ei}sE+h=M!W*fI!Hx`=R{ zmJt&cmV{(7a#wsJdB&|Q9s42;JHTuK)~Fze+{wHEavbZyQFY?yOVCErZ1NyVLbg)J zrU+d@N5BZMH44dCyp!18ox9NMiQ*?NI3~t;>6s)IGek2ZZA;}LQ3heE7(Y?+V73~0 zof8LWk#@ycQ!^eVn{G#hMO$J3DOG02dvvg`Ll?0=BSajYpz40V_#h<#AtAV@6Qe5~ zmqwO6QQHs}hvyRs?7%i{xSz?~BNRf$j%Jo+_Oecp2$W@1PVN}?1pT`tjRS*s>`;+- z+q}EXZL$L&PM4xrnBy@6YuvFtp@1e;{#E8AKO&5yG6*H}hT7_KzDL-J(SqeCRR2@XV%)-z~^OQ*Rza=vl7s1F{!o{zUe(s-Ql;(R_?o8XA?~h7u>f9GiC~9lbisXGJ4RnVT=n2TgPS-BS#7VY3A-GQz&D zNeHUly!eqISu7&EE+2f>CD(FgD7Og;j^6c^r?5* zCSGw@lW9nP!&m~z4oe`o;wQ}2B~5tCHrzKXL@IY zyt0zEu)E9bIHc^H8W0E0*(BWa01RDd<2@|Qt7Zu(yZHWr%1(B6+X+QQ#Wwf_buLl> zLyUcB8o#S+RO*~!+8tNB40p)w zJ9h-?z}JT;-_Hjt37Fr_V+=NwC{U8=4U_he-t)vQmLiIpm6xFxq2ikDtj% zTT&o~cw7jTMqZUI`Dy6h&!@>KB9;Li;Eqe&kf~3Y@V+LN#j(Uftr~RIC;z97p)eiY3+sF zOXbi*JQG|LjeUXyVc!9Y@bmN25Ap&y<_bHU1|Q6I7+KIoA>O`<9@Enyx8idZvb@v` zr{fE2jp$9Y;P-lC^!KA93nk3ZHJr9C{~#2kRj!QNEqU>UD~Wg*5zA9@9;q$vm<%Gtut@J5t{`uj zed2Y_X{2x3NQQA`zdGO22{|ob!Zg4Oaf8Z41)o#>Jv}|cXOhh8A71phXWX~%PXH7> ztWeS})(Y~KD_vh*{gOuyfanGSFf=}eRIG9iN7_|5q*7c+%bH?WS7lh^DlgZ{E*S%Z zM?mq+N!{XcWAADkE0mD;Ms^YA#rI$)2-famhd6@sxgKl|%6Ax)t=qdbL}^VeBsZp1 zSwX?Elu?BsUcCahp{4FbrM-$>J2)x=b{{(hH{=K^Ytu^HZuhExs^ip~lXZuhphcaZ z=uP{Pg~e*Y==J#AR%uHkvEhB9!c2D&2GPjNmT9b!u!FsQg_3fXv=>=X53jp@*hK7O zTNh&}bKyv1W}%1R3eV2Y-a0w~hHrXF-MG^jK^}8>(@0An$@eH%lCc--dV0zXj%Qxk zHwcX2!X;&%^_kSxy^TPRs1gehc;S-}Z4cZJT9t0lScf!kc{=0vV#Vqzifi$Ln{sDBys~EMKd^qPUu3%ozRMZ+ z7$Ge@TwgE;B=+$-qtrc4?Cw**$HaU*TQ;zgDQov2SjjO|=^Ac*eqB{>{!P%j;~Z2i zEjUbsY`O&l*d_I#`v)~jyj-Z_Sd9g4)LNvg30El-t7VEYm=$y>Pfji)AB=@)nX%;X zVOBFtI*wE^wL%_0=@lxuy1Ir821m^$95kWcz$%Soj2(9^1D*EB`xSWPG*}74>BWd8 z2;Pp+8#xEov(xf&nrDwp>cHqE@FicEAX@OKU>HCE(2>PPa@F$63VI>TJLFYVig@mg z`9~NH66K00rXN1%}Tdi_NO zK7o@h4jvvZF|qDPM*E>wlhD2j(O>g*;#k$6a5slVa#ic1T_RJd!+>qt^stuJYnUwu^6{-gK4} zC9Gtqqf+9_BW2&(c1ax=Ox&m3 zW6IK>TSr3;Rb5H9D2u*Lu;HO+;b*SnVNHzKtNyxvXJe8_ULpx>!%o_!Zu!c#Ul4szm_8udzHG7OHhCblWa)L2LUD>Z^ zqARba{Vi3&!XlZ7`{-d(h4r6E@;o&k;C`PH<2KFejNsV^?skOXuOtMYm?ANSn+~AX zvLmI2K_83{dbQS_nHg=x3Qn#q1G)6qLswtgxu9o0iiKWCBc@Y>LTK{tLL2K)MmDi{ zICw>RrNqVc5r~BAknK_H`;>T^G9Mp+W3|cz9Jqe}H_6;61@nU4#=Er!D~Jgl#8M=U z_^L5sYbauixeMNZ?~5s>Jx4G2nwCC+M%wAV;X`WhN>5w4mz!UY=k(++_V(G(k}rE` zyg`s+ICKFxgvoFa#th231Rz7=B`B$SN0b&N-&DgS5Y*v*)Abei3shoN|eeZGCv!ViJG9_LU+<_F`1k|?VIJg~Z|4iu-*H#FJ{ z@4$o&#*w@}9b>#c?iFACAS3s;o9bAXL%^4{0#n;|31ce5*3r9r1gfXMTSikFahkT@ zRRa+MH6*^262BIp+JRFuKs4~)8YybjY3N@2@mo5&iQ6^8Iw zcd0S+dz1%9>>%Vkb_FG%e)8n6iY6)achhUsI^eVj2@bv-3Ye$v$E*bp-|Y2uL5ou! zNHzdgF4ItYdV10U?Klew@lwh>JdeY-xib$JHJfTdubV*yJ4)=*2`&nOKg**sQN^3D zGI96vvIe1PCJMf!`;0hPT5~0^QK)&}I;e`zx=6McDe{+7kDGhpl>oV`nyLfwsNz^O zbqtFr$wJa8MF$^uIx2ob&GqEk0jEPkaZ4}(GeX|>baP>50GoJ6F93OZ`%Zb{j9us2 z@t}FzWME(GKdz+d0`<>qLEM2L9d^m?l-YeKEN6(C@YatbbLz{R=ht~@c-dM@Da)cx zLl!tUlA-3!R^rziyes}lZ}ew~iio$ub=VJX7N162Z8%4TkUb?ft_yf)Q@>BH1UBQS876ulY|Bhaw(z1R=C}Kvj&#g$pK@sH4J{qAg+c}#c@dP^2DU~4ks0SK;46Z}uC+DA}|KmWO`S7aO2Mgc<| zhhEH3Z}j9vZyg1+>;T_zBVnQ|3&yaTk9cLrU<8F$!7dA$g*zSN>#1CWx~0yRH^#XZ z6_k}Tvjf3PhNM~J+%=E^1G^C}Ntba|U0t2TE>_kn@EBI9`w;fO8k&&3BE_7%m{xCe z=qVSt9qfoWyw}*!U#+vV4QIMouPo)*_K7KSIDKf$C~QDU$Fsf(wj0@p#p~fiL%a>7g)9-iho`BcHQnaJcMt?saUt>yTc)}VRd8!%%*C#92Dqif~xN&0u9wiG1Tv@cI zwd9z{fpiE->%Fi?8ol;>hTR_?$3xsVRu@N zZd-xt5~(qgbZVdxK;FDV>kE9&E-h!6+ubFo=O_j$6GthF&O`x#cQa><`0sG>!SGf> zcGJ5HHfR(@eFxzm{i;bJqn%}x0T%fD9P`ed7D#8^IVOIjP@9;RWoj@0D}taG}RM; zav!&@lG=}y?zGiVSeDgMQmUd)n9#Hnf&TtfxaMd-bUK4*CijOVfd@r|I9mUU-GUbP z$Z=ebogQc4ceT{D8$vzo?D7ifdDD7&e)bOPr4CfJ21k6rI?6p?gdjp57tT?8jG;(c z;%9Dvi`=}OCH_#f`>Cb*$<7BVQo1%00CNMxeoBaj(>J%Nfu%@&RGN@ZIzUiCk<17t zSoD;(GqwW=)2O@Q zo>2wOinbwJ-JMUbtT9S`i3R2%bd}~>0Ws3*CypK|k9AP$g@ZIS7nhl+6sesih59Fh z_|9O}B$f|*d;5@CRAWTufuP~j+88C?a3q%NGXSqHWU<_H&$YDy(k3d`ys_pL;pfb3 z@t|s={(;naP!cmiNj$rH^=hh(fcw-1Uc*vN+^wU#&8=4HB{0ucV7-L4LpP-U9H}-J zhh#t}vz<0HWCceIu~tE<#H%N>en<-iVJR>@KyAFLxK#7}`DD9_1zE&@4g3`9MQVZ~ zGl_4!dinPH2FVYTj8%ki*etvgCy>xoi0>DrKVnw~?t+XE2o?IliVIdH1SgQ)e$LbH ziG-4Zc*S!3^6wh*!a82)u^~otdGr2M5%;Os7gbf()K0vQ^_eL&&@&^1*jIcff$sXV z2=*F~FTGc0b!hM39|o_3OKBz|1GEagjv;$lyb~g=0cxedOG>QoXa{lzLnoduD?`CC znl1Rr8H7SI%}G>Lbo$dL;x2>nDIEoiDmZ`F)F$}EfiK&y){PeCJLRZs#uvJ5fNPSp6~C=&0rgMCTD>!Ga@lYcNM=ELV+Ci@>Z!6$~mH}1vQ=v zFTes~Q6Xlazla@tR{8m-?m1xpewMd_#17JqjHyam{DKmSSkNJe$*YqL4ARCgvE$bz zR`_301gR5O=rF_sYP|e|URJPc$=gyW>sMD^Jlmnq#Ky);*oI(u6-1Mk-0=h&FntK> z&x81r8>fmYR~pW-Y}<4EH_~FrepmP}pZcsBJS8ju_MAuXY)MC175(VJ0|!!|(m;rQ zz==e61a&9Ggp@pYH7_`9)N#a%mMS?{i{ECT!Vn`xAD2~Om1(^(A!0S1ucyG}SKo_H zFBCv5#c&I?pkTBq5T6Q>lfwn?HP(l#v_AXn0^}ufIMQTShytn z(XTw-U#<^PZI(2T%CtRWS@$jZZcYH;(95~BNgjXISM0^Q&I%(r;$J*jhrPuPrT9K7 zct1BkVrjQHru754H1g}{zyJIHm!_!oyZAp``3%|t`tED-u>VYcO8$)UFPWzD>8 C%hm7z literal 229571 zcmdSB-bVvyz-5?-kAX5J3 z_CELV{=RtrfQQd{aa68-?Y-7qbB;O2m^)NOSr#9c5*LL+;mgZOsi9C<1Sk}S7Y-Ku z4NlCU7zz!Al9v+KaDDk@)=gi-=_mHyQ28xd#w)8{|D#sIL zKXeaxR904UvT{unk5zHk_6>MSqN#Qyq&=7qvNPWqI6ZA^x5L6RH^wse89M&4Io{m< z^A&%4M8?mVXHiNd(!^5#^Mm?QoQ5L)`!h*EMiBD%NABG_w7>sIEU&{yOaJ%h`~~d) zxzzOsi#~rp8FHP4is)w|9+7EdAYsV|9te~|L?x^E#ChA{^4qp(cYlouJKAw z?B4h90ZI&UXUE68t#JTo&hoFR_xxHChcn8YS+Z(n}DBJ|&t z%0F@_cRn|+YHxpACYn03qeCh+sz5PQ#klwRjZbeZ?uC|_nVBsfY)^lxvbtpWY@6rg zXY234>}-?V74g4ISQ8oOkK5DNS9y5;tS{ug6cI)QjVN{Az4SzC2NxIFJms_uwE`k) z>Zp?wkC3bo{3~~8Z`{BXblEA6*Z=ocLV9W{G-FddJUniDowzproO^b-)3|HPxfVvs z{5=edS-UhqpRKzy{4y~KNx-L1IxPBiDo019294!z-^|~nC;h!pAx#QnSXOmh{-dSk zHIr4FM z)QW%Cvl<`1{Tup~cUh>$j9qqSVrx!MP8L3Yw){>mDk|FS zECbJ%@chc(r<`QKwz(;ma8p1)ck0nxQ@womr^(68`)|xcA|fzQQqs~1$8O6@OMTUb zL>M_aIT=;Ws=-CG*mXzO%fUz z8CX{KI57I=-~0PkZm;6My0)e;?X>lg=NF%ag@r%IKkJw8$C>48I!MgjnLVa&x?WV0 zh825%EXzm7373l$tjl7BVzY>r5#{s+FNh zrAwc1#>*ZBo{$Mc!%Vwf9t?KHfOD3Zn_4V~~_wMnM`~S19O7T<#E4lXt z!>zB0aM3iWq!wN($q&?*ldO#Cl`+-0HhEtVtx)KyfMZOJx|*6&!xruJ>p5fO|Ln4< zUj!rVhpG#QA?UFMN2-=z?PVz~w7Lla$Azwp(rr^4M4C)w1lG5Cd3o`!3TRCI zK0Drxq<-VFYiRZC%cqKj=l`5a)ySLyw2KlbLx0=K>jYA-t?4DR-(EH29_5~du*g?{ zplW}gCa66n;{Kh{&);9s;Mw8cgMh$5`D2H*fr5dte^$bpKpeBf2)oL*-h?SPL!1+v zJ}y!{^c;2JMWOXvj(zOkq<>nAg{xIAaQy0H-o36qwVHe)O~k>v7aY&hj8Fhx^A=py0+y;6JEq}6qHJY}sG7G^1w<(wa}@+K1TWDaYd;R} zbS&4&(Ur+nlfSv7n5~u6B&=GCqe9AoMtl1IHGv18Ul9Ir>*YkXPB#i!ffa7&5&WzRSj~e|InyRcEu(tY* z&iIl+c)m&u%==Eyo;{1WDoB=@nMuxV8AHl>{XYk%&>XkYcSZ2yVAhnp8i`o$qL^tV zYyFhRjAkdC8#u-oHB5yG^w+LE`SsPTqr1C(ZjQR8rG=c&p0=r()rDEntz7e;Ak-Ap z#V7JaQ>pmr=0=jwQWVJeS<0Lh5j`sFG zsi{|>FfS~;ZGC=`Sd}L(?QK04X-sU9MAY+}mc2)i*7zW;aU*H1$9&(&N@LlwTDNEQ zsi}p9o**e)hf|CQgE2v2Wo?a~gM%0ntL0SHtuJ5ryuw353ehy#VjQQZ?rR8AmXPhI z{Q9Wuk7FfqXDN^bhko6bC?PNqy->AEmvw1rDJHeZyD?vh!N0k=IiV7{Lj%f4tOk>s z$~SK^M=Te%w)&R(jdFl+w0t1!BC{dt6FDQ70f`Ve$y1M86`#^m***E6z zi_@ryiB&h$cF!ry%^DiIF`-%UE7;_TSI7TJgA!~x;{9k>q!>(KQSroyat@@Not^i- zee(|w4^Malx16Lu_U~~X)DXH**yeGi&l}ev-6#%rY62`01R#8=+F0rR6?Xj zF@}Zo4`AP$c+Rt8bpb+M=2c=KbJo|T<^>HCMiN}B>GpPiX@HAa)^9sIF{!DkM_YDw z9pGD1GY7FRwil;KSH~w7NxV`s+2+nq90}9yC{nlArs&T?Q^l;X7vl-q3B_`8abY%> zfTv!~JbspnfX_<)ESw%mw34Z*6b(V^NV2ai2XT3Y2_?Oqkf@#qD9vq1m}1RgEAs@= zk`UxQ?={U=&x=ZULkHihPWqnyqO|Ifr?QlkDVN$V`Y#HIdR>K{fnXV%ZI=8RA}Rc( z@dCLI_5|l+ZveLC36fEF-O6rm7RIK#L`9y@Py8y&rHK<#wV3JI{8_{DzZOXGJRIxo`M7dl zkTi=j_%E1`7UX-wdIr?#1k>SkekFM!)Pd8hV*TqEeIe7| z-T*Do0Usk5s!t*}oCYp_q7)WIBA$@TYOxHaaL%%Hy9cMv6A|C0S;|66Tnu{)1!W;+Qe9IvlNze*xneUoGTDdj4SAEgG~;{ zlF~vJcJgJt!@9yvr(iq^wVh?B3+JFVR=avhCB~$rgsSH$KR7-5k<4v%QMbmnKzmrH z+1)A71fYlU&z;$1AvaFl+DG^hUVQxgnX1_`pJy9+&vt*G5hk%2aPq%;Wcd25)~rAA z>8i)?GtZOb`QL!*g@^N1uhrGnWdO`g7I0$nI^O0DNtkKp77(DE_c~@>8%Xg7pqcTY zJ;>hCF(5b?Tfq5C2;AgSl989MOm=~aN40JwjrR$$Nq3ZVkygpVmoIowd%kZ^U*2u~ zEdn6BpY$FPMnF)|!|573*Tulg!;LPF;SS~Je^TztXuqPzBRPR!&XyDN&^#Ccwu*!eOvoLUZv8` zZn~z^ADfVA)nRWv-5Y6f;Hb0iS65YW=j7%tLcuxQEGoNgK0t0eU4w6EXh=5Hu93yK zv>Ywk1#Luz*49sE&%FgSY9Uu2&*Os!&^mppcgX8>INh$DFE@Wr36 zG$_XFgK3r%rB|K5eDZz!RxB=k`Rw!95mP1t>i&O4C~_yhD|^h=yyf6ZPCmm}tkrOgq)W?hno zt6I{H^t!5~joz(KOU;krc5Xj-hk@fqE4;R|6BTt;@Es(h&`_js`)KJMChcX*MnBwJ zXyfxf6Qbm?HXU`qqvXaJ92}IH;CVbZlj92e^lqx!CKo{wj+jWoa?XEB)X)2W)fyDu1nw6hmyju9zA;W zsqV=&^TC(r;fbvb;2!7Pw^+Z-HeME64Bdl6ks`Ei0^3PudkeoPoGS5FxF)8f>59^WBj(+^4aI_jk#Dl76jJwi6!d?4Ak#q;=GZ?F83 zuAw3IoyT(#q|91k1sW11S|)w*x9VJWsbAc&)3sJoCE>6dyi{ zGtJK~!*TBf6o-ZizsxREX4pJjqQ{%fFUZH20mo}}eZ4P%8Hq{$c`SeD-ML5repgYq zJr3<(3OMyG4MEp!%CiyeGeZKo)2;x6b!Cz&M2R$yRQme)4Y^TMv3~Ez7bi&u5vru{ zA$(XE*}jMfJgdPr*!CaFT1gYpqGuuT@g&WsZr|26Nbyl`CnhcsCo^&MEZD3vl2P!>}NDRswPrlQ!QgeyV+J6q+cyX8Ea{ZqEC+XGdq} zVo_PkJ2-5HOP=;mp0sV1wMMlE6SfbQ?v*L?^YiP}J~BwDAf)2+0dR_9e0gafj*Ky^ zo4aKFbhS+|WWP)};?RiSVAd*TvwAZu7(Z zJW-Zj)#`QX9==)unS#Zrg$n2`t_J6h5MoHHg;l@dVdCozd4~$r^Bx}VEn-d7*VP#> zcSVk#jbzI{0Wv^snE(!HwD3W)JZtvA4|obX9v)IuIl%TeVR}f0kj}=sD1l(XB!dhY z^OmVYiL8ehs{Z6ooIAIcRWepBLVC22Qdj-)--;AbV-*?|)dlS(hwGlPtD9SEF3ix)3`kD9J9!8YYgnKL#;jeaBhT~@r9?MG`o^h)?o#i_Q& z)YjInYi!I$N`>&VI|MW$wxe5Yeew)(4|-zgMwhiq_1l&@!$%6#Zvw^>V~E=@NH7%I z&Ch3yd$qeW+X&@~huZt($>Gsa)}z@5dnYHPU?7B!?Mz)o$Ip_wg#}}ey*6xeL1&h8 z=guvxtzq4~c@w#7;AC7+e@yfXjp$zaJZCpt?_iO=6<#(X+`>d9)W4yTBe#;R5;H-35gSHM@&|l9iDs}Vol+E`t<2uA9I;;chuEkO9cW&IHOXgrq^M` zBOq5T!XkhEkQY7o;`?{U@4NFfKX)iv0)_bbDSCT*ad2_p<)wRt!8%Z!&CM!7nYr*~LZ8GtVU}g{%HDYq+w*5qO<&JH+ zE*k_ZS<)F!&)ph;WxCI^P)xqUVLgsas$wq%C{iffFV7LhZX=v*KHj{?H+)0SADYeG z&_9g;N5;p;N6XB7fsk4#=BV8!oafN?V=;wH6jdnDgGdAH-c)tzRf%3L+dd@1_1o^> zErIiri{^nZ2O7eM76+*`5}7EJev>OPIyOOvk@sn!^Y&EAcS<9#UuL#*O%!5_VzWrm z?Cm{INF&0%;VSw3`SaV>V~ha-0iT6;c6SM(A%>O;8pCUxoEOCwXGwxeX9oNGKQL4B z2?`?dKYEq;{Q2{B-oHhpR09~pkRzm~u3q8&`wVy8(BQ}Rw048S>1eJZ5e6CoLGJGt zq7G{jRokCGhd_nUa*vXRFN}$gzrOu*cYgje2hfj}la;xSd5V^n`I@-cBO@cDHA)PU zus?XE7x3{DYL35es9RrQFgQK_nS_h|;K2hT>5;7M;=bism-z%QEacEw!Wq*13Yoo< zZ;=Pf{9b&;e8{i;Mf-zbR!?u@%-o+)V=-Qo9X0DFMh+3<#YT@RP%Vg^ygvRJ(19x=^ht>C3W8pQ+~#n6)De-MoQteaY{D z1wHAf@(1YVL$6qW+`cTWDo|lW4Xq{Q_;F^+fmgy;pa!t0lFKVAcfrAoU~fIC9CL+b z(kVAaV^B)=fm=)BLraZ`@d1i-;ln-AK*lgW`vsKO;UczDx=8a(y|x9=H*L>$n}eI0 zgrGTY0)psp$otI1-p<_o^_<1Cxh6MY#<@4#=3JNY0oY!+|qp5SxC_Z>buDW?jKXq^*zH%je z?R~2D?GItduI=1*{Zi3gZol}BX~-8!jGBF^uXKmm+BZQt2BbYkn3P1jwvfVWWCZyi z-46FMbedc_UP0dQ7v5@aY9hLN)nH9b3vit6r*gFSsl46H zWliT$hbwXStPK_sV)s*x-4)nIdB@8#2<^WA=!7xp&t(i8dXw0{Yuh{Tp8SCtDnb4}Wcqnb6ohQ(V ziDNsTl=@DpImGvY6WZ<_sU{_sne{B zl`v8!d*XuUXpVd?8NTD>dty?oQ*o|4nkG0kHMMtW1lqLkTN8wU zm}JvMJinVWGI*hUwa%1#VY-`J!~Z71G$)*ha1?UZC+1z=@h* zkXK^@Y|H-=NVs;UmO|3G7L3*M~F< z)mLPe4K5tyFG5vQ3_bRxn-BCL`B%3+)Q$~n>RNKK()eK$5gHnc#mW14u4zn58|u`! zvZ25_rH+_{xd^wd>b+c`OCFB**5yS=`fAy2JBIX}`&0-F(Tm_<+4|rbva|tiZ2&~M z+n^Dcz|tNr_!BOyu9`X9s_WN3m7dy}spmR5IfWW-_XOiV45Y?&Jx* zJL^=#)=a&_sPopxk{`+pslfIVw*Ed7d^A(%3pfd|tR(acWA$M-SXh*%qN1Z~KRIY$ z{`KpZ>vAM70tGF(18ZY=Er(H1?8IgpoMIsbKKr>N4)6gkk2E<*Z+SBR`_w4q$>aGJ zgUtylDk`Mu#iJ3SietF@4%QouWN@GF=?YF))K$GD@@m}@m!<;8i9!vgxM;2kSsKrP z$E~MYQ$`Jr1#J_#Mf7DAhYf`uk*IRh-iubR`k?VY4>AXnrxy|_bonSZ9KMOSLX()* zrfc6!Z&M@|^okb?U|Oq|gF<2|4uneV-L0wWqF(=ia6Agm4*Kmd-6~7p^OqPFhBGBm zK34^u5s(Q4E)kL*e9^J9;KmV(YjVh}2Riy3JN4;62pptSO=34y0!7+OnD4y1sddB=6K5KBKRmvzz{8mOBXGxE zZEOxuGSWO+d4tS=B*F;lbx?pj4exqJc1~!nh8{y>D9?0svSsv}Q?CAl;U1rlqseEcbh2#AW0vI!+ zyt)Tgio@n3i_$Bh$t*4cPA;xoyL2gT>rHs1;hl1CSVmg0R>o(kh_ z5DW^4)TkBAwvVuvkY+zi9RBUe{*tu6zY_?2<(|jRuI}y%-x!esh_L9adNth4*wFN| z7&eg?X_o=S!&VR%7Z24EZg3#}`t9y-SxZC1S8e1dz%Bt$9mykAUrDUMhCz*!*eFee zPSAM1#gk!H9O-Ne?2R{V#ymZxISM79=S3?w8j^>>AdG~WW^>Isu92-atBmK;G?$mTp&PwPgD@Tn{ zcP9h6;m_goPBa`cIrmX|K@_!c7zLNP9BcZ~!FKpH*{EcpGBI9Jb!?}tmX;+BrVoIv zj5g{aR_)aExS=UcO#;?(t`^|2Apo_oEN6olNi*i*Li>9Z;h%zolg7SCgPv^lI=pQ;Nra2N7H?bg@-! zJr)^l82!T!-+mcfNBL-x&}rw7*Gm}$n!)}0?=PiCDu%bd&dm$sc9 z*C|M>rfXQgY;WiOd0+6x) z&8WMX&k~%0Yl`q{{rc_OT@i7;4pP6)T3xq@Fh@^cnZ%@|IwfC z-LRw^S`u5CQYPY&BN~liN_OGpC%*rxSu6737VpT7eM0yJ@_OozP>$4-XGNZ)0O(rZ~<3i>nx^sw#SRm|ZnnY1V(SBs}bMjrvrpck7%I zp=1kefK?+P8q3*+>XektMyD+@=v!~4k^J1>Zv)zgX=c|OcoO&Ru7jOfy|ts9oa?YK z3RAqfv+=nI5RH-KGAWMzKW_?C7Zk_UiYDTrI z+)~Wcgo>NVQMoDT)`R&hqnUZNkql16yrdEKwMuwoyJWunLHk9c$HN)Eb1LK5gw*7b zlMt`~BJWKBCdnO}>WnEaWsBprz7NA96xh|d0$;(4WA+!`MaC;KvJdQaKs+l%Rq)IJ6SdY5W1K-40oX~P144Fn4q38*bVj@f1Y@8!(TYOV}cVWSY zci!WJm(S6A0V=-aTO@5#%z0i$TM z?SY=LBEJdH)?~a;GncFta^Y>auclV5z|LXmVS=sd0kH1wE)4N&!8BgO{m@TfK5qV@ zRj`%H`#37_!exbH0L0zM{}lHR4t9ZuDR=2*QqpAv_GbS|W&-u*p3r`PW1fmX7XBUt zGkIFQF^C*ma_CJa4o! z*zpk{%)`C!DUDQ^$RcM7nnGfqcdve?2{^qQD^N#l6wnw;6pho1h)_e2cfo$qCiOo# z`fk-62dcsuIqxGX;Mwpp%4whc*whp{{_+OYWJxV8vcYuGXedDR!opWYL_|K%H48$I zVxBNzKn(^O9vz$!yXq?EZQW)+jo7Tr=FaBhokl*7!}9ONB7f$o}v43q~rDmSRv8%#1SBXUyWsW5QtnV44)D5%62 zIWN$b%c_>dm1)w;q($hLEPC4zsg65b#2x0~Cr^7`mL1h4V3%?qp;X1eZwN-5e*I-Q zU%<#G2*kKT?|KLd46;oqv4;<{9D~JT|8PJ%K!!+*i=!Rv&J&{Q9M+>8=|^LLBYgk| z%WO?|5`-EY@EjoS8{p!Y5^y1o5^-r?PXS{GUy^&N5ja*Z9rAq8kYGiFVS{zA|E6!S zOH>f#*C+O)B~R-HBTt|0kcK`m!}i}lt43VmRX)-W3ezj9-I&0^LmtId9W#7HbS?U!U(YmFvo?@3TPn!LT1WK9G%gf6i zSm77JadDTtjy7&0r?Eu0n#sukBoX_Q!zYN4D`TP+2;lJ=3kx1#!T@lC7HqxXw(^6n zk;0(C@z#DdEW#3;R3Q0_+e}~~Za-a-!+ z54e|X&=}21uYx}(ibgaFh=8Us9?&zBc^^|lFZtkmJwTo4Bt!S}a3`ZS_f3^xnTW{9 zf{^EMf7b*Z#39t3K9=Ok%6p=xB#_&=5Qw_B1@)&(GbFfcGOpx*^9 zvba(o+?1hE`e~sHL~JYv2QqNlK-D)euomIl#sq}oOs z+T&~v5b6WK-7CSC)IK>$@%{x*yGgWgkoo%;nhJw}c8j=YT!3}ubK2C%6}o4pS~QMx z{=B%34mqf1AaSa+dUd~3=^xNyjXNx#dcmW92P%#}-@griD%eA?6=ndgsdO>LT#vsKRbrZHI98M) zjL|hjW(mCSk`dob)=? z&}X&KCb}P2#B>F^i!8fM)=#OE3@pu$t_2)o&=-p9y$!e@yY@#EMJ^R$n+hgUIv=Kq zsgyDDClqeOU+KS7$}(HiT^@~LF|EWTjU}yTdNabhk2{q!>(`vm!>skf!6bltJNh$L zNl}im%3ptdrCsl$m|-Cl1ddS$O%;;8!N?a3dU4S4a>kq2h|^_-73B>uv5@D?1zjCr zCeLZ$7MJ^Q7E(Z?l8fn2|F1JAcDpZR>9*+wHJd8A9@Frw7gAu$QO~0_$VM2a>O?(p ztcDwg;#*brpHkdf?}df)O1!|Lukm6oBEbv$YwxeQbrVxA3Y!h9MY?Pl6ZPmTGmc!ViE|t6Wc4k-)C1Y3XNpB+|K}>Q1*jD|lwh@+f}mCb}}r6f1PEOr6&>Z z$fQkG!A5v%60s4k#{X9xTaeVyq+GwA5qxsd<4yKJ6sdtIitg_5wfE!wCmqEhf3HF9 zBtqnkz96p_eo>m3W8>GCP@~8dn}iU}o7ZIZj6oW<#xHxx=XkF!z&wonjfpgmrGL!p z)0iE#<_lQT|MN)0IAZ!l8H)>sii&ECsu>@31o1h2wMb&G=UkJILo4Y~BUIJg)9T1- zgc~BMFz+NrlX9z)4soI7)Th*A;J?!L?*NRZuqwt1olltX3~Py4iMZOGGTkx)#MOq| z%Q#$!IEdcg46`f@5qJ4z#{E8&i=D(rF4`GMB1-EriM>Nze-DKw`!9l+)Q6BXsZ>db z<6^N5>mE)2Z&EJ&B}FU}X8B#N4x?-ap*zv)bkvDz9Q@E^0`i@PL?Nk4Fq2;gHMDOS<#*?arul0@^dgz7}Q z#Ca{kf3t_`IAagnOB>X|NC95O2Bb4R8wV*>sY-@RPw67tqeGeE7_;0yN+P$F-DC<6 z_#pT=Qh;u(k>=^a8J(%D#F() zh%X5ZhfsQ5(>YmKdDpd6UP0MwZ`y^2*y=WBFV{QGu*Mtz_@DJ+E5VYhL&L%RIG7`& zc3$^-xpeGZ@Q_}|v4R%N%^P3Uj9B{6Vn&h|wvk1ShdExxJi0Nmfp(yg@M)U0OIrpG z+?wf!o%z;isL+T_0M4M8j0_frxKB|LGcuL}5+*P+=)S(b2;UAxLn-VE6;%XCIDfh! z=-k0+cwUuc5xf^hMn;Hx3+lea@3T`5orgxyDu`pnno_{&JDeR zAI##!GarD?_uX(FXr)XQ#+)))8JR3tS<*f|5^2O{gqY?dukaGl&=6j}eEIO#uLooK zstDi(;HtM%2U0bHViDE}SvydH5uf)+7G_s8O*A+ovY-tk?Mne7%r;Bs)2n>ieyHC% z6;QvyQiw^~JGw%vm3A(nM^G$;$zN&go#--KLvPvJY})t5I(`FaE>~Q{leKA9`0MX8 zw!aW(2(vAf`A7=zHqA2p{|nxlVuB$6LDLl$L)6JfCWWA;d}?rF2HV~J%@=ibd`K6@ z=lmtPw;l+;KbAr0D)GH$brv)DK*&Q}Q(y@417z9Tov;cngpQ35d0;eGFi@X+huCR? znxFlozjdqkvo07>Qn)OZ!r5EIPLEc%PF+^}NI`JK0c(WJL@6kz(37)jdpLke5gAuQ zd<-C(M3&ap)*=$NA1KcAD{`aFd=FM+RzAsTiE1L+Ic^78VC z<5BsQ(EUwH;8PJBf=-QXO7HF}csYQ}!o$GCOlasr8b_~RH$X`@*l8-l^^U$oJZ{`e zEGCl!XsKfKsbPEf3^L4)0`-{8-U>iEJkOQJvNYW>8hY8YeL36z>>F`pBi%qF z@7Jqa_ZcO(DqM>FW6{^&PLEGNhCw$_3*t9oQQB+&<771=nZi-eL z0a!y3O_Lg-qd@MAO-sYi*xNkfvH3{Lz<>qv3-7H`4zRnhzp+#yMqEGOm-s>b4LTgi z8;hHpVTXsVGmS2UVvD`IK+0VMsvV?x-{9b2`Jw%GLQ!LIs=3$mT94rXNn`KeAPH#= zpmR+6O_31>ZFqW0Rywdk{XH#WrB1?lMsq>sBk2kuQM} z2bi|D@o|KVAGO&1U(ajpXqg{5|5MX?!(}A;)Cy22Adi@;Em0(1gT>qL0xulGAmtBg z_)dw`J9dat53?3C4Ni&;lC)rUf&P*kp+SI!Nu&_Gaii06BqIw3COB+A-EK~|iKOI_ z0Jk3;d6;=5sMbY{6F?$f0&fN~Ur5Qz#zp{~-RSY;`tq_ru>99pS@B`Fh@^?(S0H`* z(&8kGdVA$I$-v|LBQrDkQcU9E0ZL@}w%|?sGo03=CmOEj?vz+S|y0*5>hN2fE3Ded1?n~()HVW-Vva~F51vQABhAqq+YNPdlYc+ zP~wBo!bplAR*DC*@Ga=MGi$X-q@f>L*jsEzh#}&O7au;|;j$RycCD_K$!-I4;ohhs zyF6w9qVFQ93!Fl|`;kw8l>%yM1We%HcV@4odwe|)Jk0yBNvI+)wMhia=NOuW$iC%Z zVmUe5Dnt2z*%>SUv+MwlrPLo?zpr+)T@12i)EEpAGD#4Q8OYr^p(EXB=< zG8*7(ePG*@EPq{u5(mE2CD=Ta4`QSL^>r1xM#&V8=&ORDMUjho34vwldZ%`Q#vy#= zKDaN%i7=4Fdf_r#2i%i}^#ITr$tN#>bqWSM*`Mh!j*U9dJ+gt399{nc4jMMqm?B$* zmH>x7blri#@KM1ZM<>AWjI0OP&lOz45H1I?<~O+PK2q}lC41us+FQNH&1PCH;bg4O zy-N871eUPU^S1R7H$|z&SHEBmJ^`;L03g=I1Kk* zvCNj(gZpA2P4F_1n^-7B$wlfn&>{ow!mwQoy)e%BF0w2eH+*OyIB30~q)@C#B0}Ii zzwY2JZ6$X~KGHWi#u@oG_BA=XSPRMq@NW1{-*wM?J5qILqWY>HY3z7~ChA% z6Wug>tWSsN(c30@fn7Yiw zAQWYAR>mIq`}qxnLajCdgOAy;=Ln^YV!2<50Vk4^zqassVqy?TE=!>2avj!>=4usj zKx%&};zQYy|)T2C1wHwjh4P5wkh)FYb1ZecvqJ>La{29GN}f(vi^%vr>F~{7xS<^c+Ep zS6)X}8y!t_Q2(VhG)RuVZ}UIgvP3X$c4{nbQo{=N*|Q!pQ;8YxvLrZ02B{p_`@S27|}R!SrK>bt6rL z{KyYdW%5bx_em6Um7m^}ASALe(;+s?NIj(6P%*bTHeio28N} znyqW-+}_*7%=Le>k6u{NXQ^pw;c=c=b^KPtQ=sLr)n65P04UMj>@}FJ1KZKEi;++W;#)05gydzTtFpcSr1E+`8N-+zXg`HMX$_N)r2Q3gK3Wo|TctU_!eHcf3sI4l z{4;E5D({A+W=d=9r$=qt7CqsdU zplG79OYO;B{`2}NGLe+IwMLF#>jb{-?Ey!Mo^uMQUTwnM+CGPZ7&jFx> zgXFDnZ01P=8UmvoIB3Zc-x1dVKx}q98c{DQOw6@eT$l*8g1L5uCb~)2zgd+O4RXl%)j>O-Y1ZO3tW<y?TL3R$Szergv!^soqro#Fg>qH@VPN@u|G_?&xA2rzt`*-YwNF3{>ikR#ZM3f z0~^|u&QNP@FtD(++#hN7j_vyIB&>9X%Ljd)I|U7wx%y2(K8P#|)8K%33ue~$VHQPU z^TH}0pQ%wGLnFo0UoPwVZ5?GFzRw0O6#-N1pNoyu&7HshqQQfQ=WDnZb5Zw}L}^ zv-eP-@OHIK_#s{mW1)gV2_>P%eu&x)30B?R`B*8QP=A?7WqI*rssq+@%gXK2X?lw~ zzX%5FKHAbEkC=M*SlrI2+b`wgBZ800KKX^D`8*+usDh_9bHkWUS6L@STe;zUwnKiv zK|ywIgJ}(TB?3WRT{7=}i&3jr9n=rh0!S{1uYVr^M0;E2rZ?VZ&E0c8&@E}W5hRk) z&_sg|Snjyt^e`MU&x@*AV7gI0@TLbqO#UFX(}6u32=@N|3((LaRTol_3hNYwL5s)z z$L7*j^T9Bt1^PV(Mly*gEiDSXqNu({{-y)qS<3NkL*0hA9pH9XIyGQE2RatP!kR}X z4ZBWma~1}G3~zWTCtm?S)MX^||9Q{BMPg!#1PXLh4LilRQ;e^G%!>H$80wQKwAesC zOO4Ml7ySn1#qG%knEloS>u3jxcd0At(2-|R0#251$3_0b zANxy2(=9*;)v0(GI5uShsh$tI&DZzRqad4Qz+#a$Jak3ehG3q`WwzygG!p{&=plT< zbt&{FGEc{CIsEoHd#(l`%eb1WSFZx>iDq(}>jOcCM!abJ9O~uEmwN+TL*)8NuU+8c`>**C>-7An}DkPSKLb)k3HY2Sumd>Di+qnh9M@X z-o{`sA)cKu(h$qXnY|+oX}09ac2*epK7xz z#a57kS;+Uo`Ia+FTQIw4dp1M@6R4M9%3rMx+MIpPZyE@n%M@FLyrJOyFWrRwPASuP zf0;m#tPmlff%2RA!U}&KJun`ysDWLj=8pE|n#eTZom?;@eX4tsJ!eu-P;dyH;ce$H zI^0&H7|<_(l1$lhw8;#D%zREA$WU$2!2O_xPPP*O+&-B2vS7dws0QJ+!L)FA9y&I* z!G~q?6CisPx|p4X5MKjFTeE^&Y2i~a&>{6|^y~tAlMkRg3Vl6~SMA6w0_ZCLdCv#Z zU?GF|aUVpr@nC8YAEMK}-NWuZ0LcKv-!Wy>;=%ti4WIDAXj(l`E#_Z)Z9xk1=jgiz z@6>oKB60U>7)u!at7kj>8-utO7V8&9(F^@{jx|7{iHoXu^TxlZsHly6tz-Q3B%Tc3 zZjwI(1MdOGs3!VG&H^6YjtXhj+z%nT9ffgE?jh61v6y_;@t+x5BW^v=8xdS=x-ado z-|b%ag_q>Gk>#yjnIQ|M1{#un*ASo$ppBJdtV#~h3ZnBNZc-YgzM!FFA>)BE%fRT6 z0dfy*tC58c8tN{Xq;DcKafr?XSRVxa!pSn(OqB&V_R0JX49MGIHl9F_503SzFNYuF zlaoULpDA!%gRzhOxo5ix4I<2n-YRo&458s4F4Sa3z#0rfASa>JusIBwN!v|=qYr&H z(|Ta?2FNn5JN4^1r{H*durZno-e$W?8m}hLH3Z_!lCM_SOt5VXUIFbFWcNmiC$<3M zw!UNGc!R%lZ-2kws}R#xbE(|SQebhIR}fUx>zn6j&jd0^i__#IyUC;z*wy3w?ajE= z0$38;LIzgA^ziK64W;wbVTR`~4=|Ch@O^B*(fWXI*bVJn>UYz&3|vHyx?=_K&h`6e zVv&{{jMvI7oeet>0gCeLK<-O2etWQ zUuk-G(74-z7!xA9ejFTh!5_kbTcm|T0Lp$BjNA~DljF$Bp7vEUhUqjqvwkc!u&J0B zZ+_--0tNz|I{VDdhgv)d3V{}{++-TAwZqCnjo_YQHmW^Uhy}VLergH_1@>S}7y`2L zhJ;EwF!dE^JY+x!dF7ATV!}KkrjDRBHMlgBGrb01a7pHFE(h3l-$Gi>Ieqcz^=GJi zZ;S80$$4mmxb?%FHA^bzw!%7CTT1EEk-2@8&mUEda~fDVS6fvLH=v-yVnPM`EKRMS z7N-%YR#XtFMEXFe3J3u+>G4}zAhPFanQUQeIZ#>b2A6H zhrk;QFCEcfdIBDWVra?$87F=8{5k7_kcP*c zcix_SlUJ1nDG~s-ak(2Jt@>=d z8{~l!nJ&-ghi$-w5Wkc{sr~btx~@J%Y4+$f-vLWd0GUlei|DkHW?hjGcpiucqBN)E zRXUoq=cU;uPs>4+E*79hlpDe;&OVGL4pe&YT>L`{d4OQFovJ#In31U)?HBzfpTOvK zIW)PSCQrYaj9z?F)ClkFGJ$@2^bFi-duyqWUwAaZO9sF(Lcg8rzEpYG0A7c<^bezB z);s_U1Ax4dkG7kv!~|<;dDjV;Mcms9Y}8V-fHjIB=a6{8 zHBx+^>jWYln)iYPt`FYnOkYJVM?Wa2gI8Zbt>@X`gGUXeKQC7gZ_Kd91WfE&!&sSb zdzWn||6xoAyt^ZCocQZ7^BEPAzJ7Kvo0H;mZr$maXO&$x&Z~D_m<*LhztSNHLtIvX zep_1wdSIkZ@ck9tpM5KpV@2A8&@I0ONQRc|^`nFX8dzDdr`R7K*oAkoz6TM6*`roM z({(jLd+$B(yxcK+^LMpCb5Ug6p|>}%wuU+3^$%f|xzyRo$@-ZgoAc6kFTzA@P9(O~ZYVk5B%y13w{!g-HUvmmKGSa|EZD$v52 zEa2G00)#~8rF%kjq;ZHr2Ua!{^au0q8jRVW8vx9SFxo!f1`n38)iih_!NGEi>yc_B zi;3g%(a}*Q@_w9zdtMB*gqW^;8jFzo*|E0^=OR@^6qv^Zfi&1D(0fvEyQ61Ytzr_zO=)r{=AIT2A%gf6xR zD+c~Q#@+)Q>-PU2z7WdZNtqQQO(P;BG_>rJRmqGHkv%FRQlg?VqKvE%8CjvEjFPfP zMP!v#*7G{u_xJnzJFMZTAWf|=1g5=DN9R`43AQ4qx4-{ja}SVU1(P4lhqx0- zi?3-B)jS$J$P8I;y5C=DInN;?Aun0QSh~C)h`!QZtx+_51QF&ZLq0`a_@)5TG@aXXelPaTf0!5XWJq(0qe1j)rfSQ`NjW#9(cCk5}!Ct<;vlG!J+W@OM zTiSWTjkg_n0x0Ea#5e!q2WWu0Dc9NZ?=k`My3t#ZSvyq^R!hIUtU3868N^MY%vi?x zq;@*sI+%K9H20xRii+2!nNansDG~T&!AIK6L(j!`82TGr@vPgWo*sEzS}4u0Xvlc- z+U`KW0*Q7y5vWOB1~g~WTaK?A+C{G|Fal&-lknxS&WL1y1~F>*F0p~(uW4QcV5s#} z9(qaCLT|a<&@!RP!~#8BfV4e0=hWH&cqqbNogp`uP*QYpBm`BC)*RXy)qBHme_bPZ z(%jhxffP+&Kxk=ePqJ3CLd6X7rJ)3RIm)NmS<&!lTJcwe85zTjXxfTBAg{8!I?d8YAq z%^)%o0FACSHk`MM^PXOVz58HTF`@%j22kQ1_y0kbMBQ%=l=ROL4K};hFU`yM#^aDP zp(4MnHQ1e9`9$=#zixU)*{f&z9+xj{VXbcEON~28Lc46QFw`Er;BZ|xqo(%`OD_Aj ziee^WEd{3Xvn`(yZ4k+8aGc4UsIVhe{hbYp>qp*N?AUxfJN{J>5ky1GM`A&=m;_|L z;%xTt9>#Wk{rRm_8z4)MTd!J?NR)!}aZQUqA2&+zz9Y8U%SZk%HiSFQND> zm3=Q^;W5Amm71q~zDtn^aV=}@yGrEIBZ!Y|HGA37Lm35yOKJuNjZ;SrkQh^fo=sG_ z0d#1xJip46V90&={LugIR~8)lm>LLnj21`cb7#xslQ5=9a~UIu5+_>oTo8 zUgVWoH;I5KjpB2w4&f##2Y!`QZ;${IWMuN|U_8v=gZX@(xCT8#Lq@%=d)3wR_v`RR z#5rKs4}&XfhgP_(AbXni>nkqSQrombQ)HbC2I9~Ev^m5w$MYaEt4dWm%Y59beAj&2 zDV{{7wrulbVQ6hPpn6MBi5NcN^Nh^v2CGae zdV!L5`kJ*(tbNY{Zb5p;}&&fgd)<)}|V6xIUwYlO5} z+M$CN&A{vWdUbdAUC=2T_pKPUiu1k-NcD^Pd(?L7E-uoP9_6J!H}vV&pSqh6jT0p-{;C$*oNgL7SH5#$Ej20YA`bhhO}w zAwsBzy7>4|>xbs%M%Zfqsho z*fR{$-PF3UQL7iD9Jf4$Ei}1C32ZRovlcF$Yf0mVm^lPuav?D>dZIBv119FZm4=$y z5tK3va?yW0a0Klvr8WbJlI=cmI?ukH2Z=U>Qudjj*!QEs8QmL!7E^o7wFvnBx+bZM zzFFY-?ogw>8?Bw>Hm&8m*s@6usHo|FjhF~~NQBb(t@K%nL`^h`Z*R*Dp`}C&b*!k^ zv%r2**{_;fGW&niw({%l1)mE6C*HLPIlyEaTa>0~WN(zAX$4q>>oqO5`Gu&gD$F;$2JZNvV&G-1tbA9{8XB{6taF#7huO(iM4I4Hf z*XA^8FhsxVUdxA8brwMMTYYIzD#SpUv;b3k^X_#jK&tK>s?z?OS@y1?Q~g_CqE5VB zpMKt9=D@&vzCJo8C2Spe%BP15PFKWVB{Jw|n^3Xyhp&?lz{(U65-K13iwk+0g!Z`n z;Mnu$Yot!l_lJs?IEZ2Uq4)HO$WdD-WFA0A!p6rJg7Bl#j;z4z7aSd-(5FX%`&`F! z6k99mPikT^zy|g9I&qo6wP#~i@GVqoxG{kS+GcX>>Kq-!G0f?^FlCr37Nd0m?HhbD z2j^N!4{N*5fHNct+d;Gh6HywJJ z&&;o@RxiPqROsG6^NG{3a3MF?zPy;pR^+*aNcx#{5eY3F9S+3C68yr#!U9X65)?WT z7>Jv_5nNSd`@mobKs5mHq?AHw0+%|XnJTb$i1PuO9H!?}33V5s_#u%CNGC*_sR79i z(HS7<<(|ttp5YMRg<&&_AHauRpxjY+?Z08eBU%vl)vJS$0|J*4iLxF1obxDOcReE` zD{CztjfjW{3c5|$J5EDtYz^Pj2`BJ`j>Dg%kV8<3$U!NiymAx{y?uSB@4b>_CnAe4 zlw|7Q7fg4zGey?z`%}iFVbo=B&Y{h9^XZ$Obu@|2&iZGU##jPRX3OP%j{e!kMHGP$ zDTdO@!jyRK5b_IvlU&6G|FQJr#}ZSx!oM=1gwMpa3Z;`H@WOu*CQTJmiSGvTt4AH% zHMC!$O3wyJ)luj~gT!WRcK&g3f?#{DAbBauBVXiZJ}yWFux$X{`PRnD%4Iu(!gX3m zY$_O{lfC^7qz=tGo>R%ON&f|`cem5I+4appw?Dlda12{N;n+iKH$q;lVnTUEn`3>f z`t*kjC#1J&XFjKFAKLKMPV0Ht29YY`s4s)j?zHyJ4i%=-V?l?X+3Bv3^JbbDl>#ZV z5%IKsXaYbv^C4o4=SIdcabg5Vmf4e6t-wV{A48hFtkP+|MTE-5cxkv`nULT(cNlUC$#pa2P%<|hgq8CkL52L)Ir&9a!``+tk zI$Q_8ihr@JG2#5&L6J{)_^?NNnb^F9%jC+d+ZQuq&K~g>ktYxIjXJ(}5j);oV z-=smK%0@DUfFBxp)Z?y0y%BIQSqBR?IWeGuKx!7rEPv&n+;M-*!7hU6#SDFmX6@Q_0+qAqO6@&X=3S4htX`tg&UCxkP^&)~L z?B0leuq{nN0F#T>W(nTAhGDl`e`{nnoZ0Wvuee{r!fIqi+9O=yQ!wp&XwY1+?e~aZ#&NM0WDb3^O}zX+%HWk& zdd&L<=}~u762NrQTm?x04AOkd`G*e2|3)0 zeh652D8&C1`Rkuh?nGO)R0>A`m1&d7Hx6!E@ng9fH#46uF)JH5&2HDeH?%q_A$Fd@ zD0$!A&RgPL8S-jgf7hoz%)0XIQB24cnzcAMCG5$8rsO#-?QsYlT(Z3?8wr93(j3j# z3STxp_ge^1tzdXjz~sCdbb^8fFN=QYZlRslKe;>7NX&4P(8gH9539AWRW4l>9Do{J zB-TJ#nVD#TCDv1aKO!7<;k-ZA?M>sXdm7GfZV2uGCB)0 zQ;&HFOXvqe?SIECz_-SPk&DSlq|nAU>ErL5{SJDb*^cHk5ZNV<0RD@0xsE!SC~}bi zNm0?$yRFgpcXpO|g#v{3JGl-B+!fifCDVBLoAad?pAghaR-AnB=~JE}$(6v25B_@U zB~JTrLqn?sJ7Q`xqpKwoo26eLT`;TYc?dl2xSQ|g*~xt&cDkWoHS<{+>19wFGb9IGm^z!lVdTR&%6 z8PS;p5tiF`EkgXPFH@{-Nop^OsN>xW86+*NQ;+h^>|@ydU_9Xf5_|J zrky zmg-C9z2$U>L*3s_OZ#}{?+24%w2Eh)!X~Dsq-M7NyZTf?ST@@O6}3D2H8tYq6WN#9 zbO*VgMF=H1&u+g-_3+XGT$+Ck4QZ-�ukbN0jIF^^^@fEaz0v|0Ru}iiy1O_U+t2 z^uA8sDE@y36r4M*YS6pQ;^OTBhNyTAW6cpeZ9P~?VB1*7qAV&=u~Tl9(%04hcpMV> z^5Bk9;bBT?#$}-)8Uy-%CqjI);Uc9 z>HNXdo*CjI+K6%&-M6Gsg%}|XUzBl~O%6d&_oloTWQFbGTY%{3y>3(hg z(7wXZDj-GmzQPqq`$KH*NBRl;(i(pkzC-fJsfu`hEZb-1Dh5@R{>&uP04#aD4!0?{ z^Js_sp?f=$|Hb;|5LgIge&Z*!@5kB@1XqP}lk~HZ{dCJP;G3jYG$7<T00^?MOnkI=3k7_~h8MX-!ucQpxiWWN=i_Mt_lPl3?BrRZk#hQ2jM)g14 zypj6#0fboR8=byL^-GTr`C+LHc@iDEHNr*@0Ae>Sxqo|g>TBtO``^(UK(JxAP_1Iw z_1R|2`#ip?M5-?WZ5!(H zx&C5~GiKAFSV`OcxDo4FF2;oBEUz-b+?fUq90=kUP!C8}lGs8~`3Da=CVp^QND;xea8+*^*$PQGY^&TpMEi)B-kWEf zez%JeZ*B0wn(-u8%SRRshQk6PdQB0GKN>@1rt~@Py+6qwsy#D(s=hR?=Zs}V&r2(@ zbw8z9trp_cE_Pn!slWAl$FBbP0L|;X{^-Sqltg*vHY&hZ{(p<(S62k{49=OGMAgIj zi|(fpo_K_}{2!70Rx}hmyg9g;JAS*kx>keg+~(A$j*<*-p9n7gI25-eW99z+b@$PO zl2-M0U8Up(gwl2E-GGSkkN;S&0AwB1&FXV<vFr$9k#2?7kCgV1wXXpRPfVzWX5KA5Mi73ilXqV6 z@L`Ee$hj(@ScH=&v5a`Ve*GF*jl`mk=8uhy%@4muMg>6n900}Z0Vf34O+X;o521!T zLYX1nN9j&t@rQ>)p^7G=TjKnnW8$Uk+gGb|CLh#hQ&aNH4qU=3V31(3xQvJ7G>Q3} znAkKkleifHgCslvAk#HyNBdBE?mu$ms!_&O{5U+eVMMNr6{i8tS8BQh=8p=rXh{pu zGzdvZ)D1e}R#w1tP&Z`^uA~|a@9{1!DN*=b(AHK$UQ7(fNCtxCARcyQ;>959413js(5X|x2?J}fwkA2~_T1jFHTn)XT9~!M0JpV%F$LkB!@Jd{_9_Drs#q8qW;jN^f#07=}AqXl)K2($d zx6Gk-zPsCP3-UGeGCyNyZMKvA>kDvg5?Pf6!}-*kv(V#tfh;C^3q=3J^WF&BOmX`2 z83F<#q|P{@@c(FOmxm@mp$k?Nf=Ca&T~^oywjZR0Kh8YvQhHsT;d-fpN#A}$Lu|jg z!of10mNYlD6N4Xz9G{FZyX`9FE>8MBK%Ok;}5(3j(f-FcU;yI-5xp4-G3L3_=ntC$hQPt47HR10LUJ=0P ztJP*+{*V{NPL+UUI&Jq{5=kVW$ zc6XfrxC(npgl=t#Zy;w>_5Yp{@|B;STkoEj2HDPVbP&P>_}HgnTO?cgk56ZQrZ>kx zDx~x(0A|9D$PA>h{L7aUMSMAUq@ulr)wypY4G>;0Aw@;wF{ktA&*#~;F#HRN1Nuh5 zS8^5-@dr(~jXS^>09T6V_`MgIeE(1Pib3?G>lHO&W)?Y7CPxxv?pab ztV>J;a84y=4n51JcnN5JiJ`;e#v6+rN@&GJ9%j6KS95l!@B(Cc- z{@phT>gZO4a%OwZIM{RpI{>(J8Cnk9oa8umV3(?DYSi#Ht)dTlwv;BilA4&$a9_1< zyg*JgcFAL@dhp%tLpFfA_A9_V2%-wW^)PtPxIrYb?uj;yQ|oc*Y${mkWgc6{Bd=mP zr`$1|s>LC3rJ#ni#|Gm7Lx%vEL$j+&H6J*ADBj9Qr)Q6Xx9Z<{D-(tIPU;BpkP^7_ zS_gOLiJ>&v>4<3ncE5yIZ3rIi1?EOnM2K)Pvps}@0_gNXF-~v^6C`FCPuRvIqalgt zPFAkl$C>mFTu3Dhlk_UH*K;o|Iw&*GJ_<$8SNfvxlWGs4mnj|dDK zCW-D7Pe_P9lowAg(5%I#uF)0AV8(sYP`)Hs7y=chKK1_*z`;7$S=t+~&1H}F}In<(M z^c#m4u}G1G3H0vdK8%k$BF=5?^*_MlW9DNJao9EB3kFY=`^hl2Nt_DtfNh8q1>q?- zmfbBS(S!#oS#Z7Pb@8U~L1=}L=z483*8Hpla zL?DqN$Gk!X)>`j|_baDHgE|yOc@9RrRzMKg)9{Rt{jJEz==Z z>#?++ifrB20R7G~H9Ch88c8gmX5`F}#?b2&)1yuRz-s)+FK% z>W&m7sqQ4k1CV%hTbdXa2>OiOP%Y{v#;2U5NQ_y@LhuYGSPjD~5OEj;iOr6}i--Wz znTW^NLNTVA>h|^D$#~5Jr}1CN`&Z-_`A&mD93O02A8A#o$4z2BBm%{$f3c}(|Lx4z zlery0=f=sMGAg$gI*|!AiRKk7%8!i>N$?t9Hq7jp{ky~3V!D~1?!}SKyvJJ7uN!Eb zjiVCAoB|EQS2QZ%`6l44x#x8bs}N3%kXrt2=6-L;@CXR_wWRoNw}K)iV=-)$rKR)K zhm(E*iqAWsK@*?tTRQ633H~_QxFK0jVxr?hgDRH>n7uxvB1*JQv^2qUa-C4}%l?o@ zeVHVMc&TjN8NxFgV&qP%Z@$gbcb{RrOBsZ023L!}GG-X!yc|)j&CA zc$WWUE`}?44pxE)WUH6y0)qsOPL!lakE|>GKs_x=>`ydFS*kJp5#W*$u>(kMJz2={p>CiBrL#7se;fQq{bdGr&mivHGpn}pkf|uxH(+BMv-=Zohu+xN8Ud7p_jp z&ln{aj;`>LnBL(qPiPJ(<#_f{x|^d;xCsADQC-P?{Q~bzF|`yf7C#xxy{b;s2#q&L z?*(T7vA}Kl$pYD(Q*&zx78~oadKra{d|gy)co}*zG)RviW3jBx)kgxcPOMP*WJ5_Z zc)Pu9D{Q)N&lI5_aCCOQ__AzkIMZ?i}D*K?Pcc_}ZHKL6sZ? z5&3GHos}vD@g}F6e;?!D%>|&i#Wpe6@=Md8a9OaZ<@;@H7A(Qm9o(n7yd%b}7v&ie zhx{;)%o}*`vJ=`zah|HSC~EQl)mxGqEw;vw^jwJZZLQxZdUk=bAOCZrt<8xR+S>_R|91)#JBNT9JzL zGTsaw!YlrLSGh7UV^EkWo z@7<`EH4{*EBh?_+y&}GSiGeP&hE*s{6%x8OvGp9Y5{(GaRo2=1OhvdgBHAAMYs54NK$gAg!Dci7W=GPEjpEzcGE?*IRBkfbg|Y=?j3<`JLOK%M{pxJRm&;2zoB9P);XI01*S*)&Z;HIe z)UEUQx2ba0pExjZ1FDDRri4|~k&z}t_XwO`fWWA#1j|@Dt&9uY~ zFU5i%l6v|45#X1<_H*xIQ<&H~i&LnfEb?MJ*Hd7Ez>|G>1 zfJs2{a}W1(0+?bx)H!LSf5?%$uIN5aK>*)p=;(>~tGv9NgGLjI3^dX?FgS;nWM^z)SyElXuo(@3_z`naMqd2INt_^=jL)siAS{YwC&(ma&U- zEqsV+vUcSdP4Cl=&oJG|8!T}s%iOV%nl`X&GcQ||e?~}fiV-3OYjBbgzX*jSQewNw zap+VqF7q)l0{YiYDlt+~9}a0pPnw5pYd)4(%zML$u?AG|%dYv$07i(f0kg8V?le_V zp#VCSB05sgX602?G-$_P0slN$`j(`dk~!h`Cg2r2Py%pLv{V+&H%je(bU$|l+A%jA zxTnM9XN)^r9x6mZ@xV#qC=WE8SVLNPl7yquJ4c2{kh^L7XV3!%svMNhHcKF%Y7o+H zGg;VoL5f6Id%WzEdS16%upez$a|uKFU;7a99*8l_t(W;%8+ahHZ{x;|z1PGZl8LwI z(a#dZ1wx&e2X-1iUhaGRvcYfB(|*u9^JyXJJvYtx{d7mwvh=7aB>2eNKq<45hTdAe z;b4)Nv-=W)=5Jjw;&9z}*YG?KWAJrzxR=tB0X>rtWimo;J7BxgQ(3?c^WOkBLRL)qZGj4WS05$_p~s|Sza07A*&NY#LX8DPgGPSH`(SB{|>QqFRvn! z9wExV1X-9Gmj;qAPQ8tmB4fyY6xNM@K69g@sY%=Ro%2|iQmptoqJz%z{($s|Lk`Jb zfBZ--*m@^+`c5~%L7Vn>?=oKT@2DAkzKLPw%9QaqPOTT%8VSt$JqF&;dt8!AO8jIK z#r@JT7sr)1;x0~vEpYTW($%43qU#vEw)lT z1!*L=f)vivhEI>5YK|Hw1CuCRJVJFl*C`N(q-BNg;%~uRdX?P@3W?aao8L4caVv{<{vUkgSJVvm|?AOwwp}cza>aL4%Q`97d)bo*XtQ5%Ilht@B#3E>1 z+x`q{pzG`8Ibf8gFevXN7T9alk)v}6(Z34Q5l2QE)Ani8;XRf^17hH~&-Zv;Qih7y z;#7#b(4X-9Tp|8@e4|#I-apYHcmGXj;SkDZbsb`gUYy)DJR`3|5+?1#;Mt*qvQpUu-5iNt{?z6zo=_ z{G997J$3WC1W0S2L;%o0tdx0BEta(i?^yO^Az~{&`!29e)6y@zpY-Ov84#d@C{cs& z+ktr!p}maeL@nkKAUU}SSo)5Bo~8RyGdn>+@!Y<{f>E~P8?rNwtulI*+};&6kDdGU z6^r-VVTDo2?sNC?E&K5&NV?qzS|}nW zR-2TMUQ6eOE9kUR;k@WwZ@?tin-9xXWBgmSkD>Fv(^=R+A77`EZ;|KT76?J?NZQ;1VB zc>hz7pdW;m5;Xf<{1-s1CL=v!RwJJSHajz(8Hdw_OnKzv@%e`)uKrqx63eCh*`xZ$> z0NXyeV59*<=TVQjnj=L9(Lf>0;Q?u0#NX-!yau67`r=)v{gOtAAHMUj`D?fp5J5!Y zdMG3aZuw1vE0WtgUi>~PN#=UohNa<=K{^>yNlcT?X9#%mu2dFRiGb1n&RTy|YzbD0 zE{M1I#S4OIeha}9Yid)h7$=AWN=RRTO>o8dkW=ifr^iJ0Z9=-?ftZLeIBG-b^nPCx z@yZq1E_-^brs6JZgC-UG0l!$&(wws2A}ju|SR!PX`oG4H)Uo1JlI#O43rPTCA3|U| zU<2QUkMmvfDZMCswXZD%*JCKZVa-3559Zy)Lknm2NJt>+sTs!4JWz2Tr$DD&JtP{r z7#b4tY`*|Jqsv^kfig)cz`PqexU3m!e`1cKY5Lt~Z3iG(CR5d#7ZG9KiwQr!F8t`S zhjGAG*YK<1Wds}%XUMb#WgO@#8LebcpXO3jeH|{{KKw>l<$^_p@1#GYpsNyaY*=O)i~^)5voQm>jF^CppS)2sVm)%h z{F*KY$uyt`()cHNBS{YZVbv=`?fhj+$DV&J9fIrDoy%R@iE?KGZL`{=O>=^KD=I2T zyuc*Gfw7l!4riYjR-$kt#?DRMq&&h@Sh_6gt*jX4G2?;bDW%miEm%B+#5p7jEKz@0lN*eXwpMpeSsH`iT}C_BsGQpV4f6nGc7=W;{%_E8$qNWkTh2%z9KRlw(c#_) zbVG`0Vd|{&j9w*ut7!XuH9v9X3k7EOG~Tb)_UGSI->e?wW?~_SQvbQ%PdV6IY!R&m zm`j+rwn+toeqSAa|Hh;PoW#C|iC&~RAtW6d5dOsX-II7CAZ6@qH}8Np?Wyq#j-@{h zzKwvGnRvHR0J-jk{;?Oqe~>@}FzLr}r_(Sgg6cRhF3v3Zep)FF6fHEks5vcH$u0b4FfUN5P&1iafD13F62MZ8H z{2QSC2nz*zdmKb81O^8@Olpk6aK(vLgBRwk+Xpw23`exUgr^~5Sy(~eKU4|@ekHWK zIJ?Ck8Bi6}NOIE`(O$t3;2*FVH~%2PO*S2O`*c|?GKg1r&B5nci7|)pDDhu|^k}nm zRXn}Jr76oCzm!|czWwCch%eY-2J?j_!Vr}&iHJbx+Ihp$TWm38_6kQe)n15$NM%t1 zi>YR-Q6MZ8yI-(yJuH;bKVk1HaT0JjCMAZ0PQUZw2p&W-&2!9m$xf$UDepm)%YYXwz6d^i1<&)boSNt!g+z+nCRsAGn-jQi`2i$0hC>TIG8RLrUOW5T1yT^EqPhypk?Go)D9_AEbq6o#m)qDRSda`*4^trMBFjdV z5ysI!H1?1-t`|i`Z9fk&K%|yN>#XDVYRPKsWq*5G!-BuBbjiLF!*f<+ zBTSW7b?U7BcQE*0ryF2Vog zonuer<>&8eKFOw|TlM))S%g28_PSHZ4N-rj=H}?wZeJjbxS^UBD9oGgezl?HE1>Do z|2CnylL=`o+MZ|i5)xEh5i}Hbgo!D*W(6H4gh@+aGNT1TxOMyMazAS(bMnFD#l_IV`0+fI%kxLq z_PuAJ9eMb=Ojcm8>Vvjdy|vPRU1;e-&#k>#i(je#@2^N37cqSFrLtB$vF?UN+|`JF;DloyGyqX+&6^<=!?1?;WvT90I zZiQ{EQt;Oo^A}CjO50XwSl{&INVGmUSOAybS)zhw5*c^vOvTfcql4~ETVxCQP z$ys;5*7j{ed`i5ST(kUQ*7&feypwlWB1JI7GXAAL%Un@Rqmy2KRYs7ned1knd?%X! zehAmo?^Pnm zyo8Xi%ssKyaJbt zL_(RS+RD%QJfHKTx9Mqc(O`XwU;pp5aL-d@aPDu^yk>{C=DMXyuka4y%cudCjSC$?Dy9(A-@6}C++{^`O> zo-eXOM=kM-z19EyUa<*t?VNuU&X}xXPRwkf(Px#Cb+j2tX}!N~1-;pal^iRXWJQi% zyqw2{8#KiFpBp4X*~S#_w7bVX)ODluN~<91f_?nc{miH0kGLkDa0|+jNLx)3MPMSQGCxb+G5U%D_;D44jJLR(*^{t(s^c#gX;E|Z_Ex4(}#J%sMraRO7 ztax^{mA8v-oYp3iVRbGUCJ;T#uXUdOEGM6)$E#Xj^^dV!Q#G>rW2Rf8rmG64raR;M zkQKt)y1cpY0BQ?enO=Bfb>vl7fCjm`*8h12>vI?QSG3ulHld|W$gHM`lbwuQ#J$L~ z{G9)3CGLf#T71$YI_|Kwyu57M_1pekUWqyBQ{s(Y;-B=7vEAoqXbaljs=}#|<}K^O zTLqC37q^LjMPf~u_-($uMj=wyg2naz=kuK9s1MJP&r=onZcOuLyeGJUMc0L&l{qHG9^fugv#{RVeo=hY_R?oF3 zJq9w0m66B;^u>85E-6`sUgE|+flDjG!V(rlcHQUu`*#dl6ebVv!ymE%@{*bzJ-!-5 z5gZ&G5r8-e^Z?|x1_Mx6uv_GQ+26X>p(yhV3i(;o_TiyhidMqVM(S78OXLfEII^1= z6O)9}($cOjtV7_Z``4TM2=2_q!y~eBBQ1WqMq{-JQNy}6W>q;<{ppyVAFEz%w$9P} zz%8N#B&nve(*Rx!&l&0W~WWp8iq4uEGuaA`tt`2rk29t_wHf<<%C z422jeJb^g3_}ttJukGZdrF+i%&aL&CtrF}j`TZW#?j5oknn*s6&InBSn;eRMh(gl{ zZgS1*y1GhK7CD$#b`EN=<8}J`Yz8 zOTcDRzac>B?Orb7si`U478=UOmX?IPJeT9cq|l6cTw$Ak8s$pw=9{PE^YgiJzvWDQ z{(Or+swpNWcII7-3zQ1nz+Tu zC#p-#n$Nl%=elNI20^t)%Mx^^@yuaSPU68^TIgP?26PhO6An{-!|aWvSymSpmr2ih zz^da=kEwsX(Efo~)v!QP8fG4Nj=msX=!9X9vK!Dm4bw9Vs%h)%U%@yqRzdGc?PI6v z@OI-Lb&t|=TjL(^uQqiT{&{iEuhtv5`>x@qxdBgS?}mr7cn$3Cu7I7lV{E%<w?F;F`7%Zifw_LVn=> zhvCZ?4<2M7;V)>m3yrtHF(Kzj?S|)e7cj9L=x{jqur{U0aV(ApDXZK{GCeOTA)$8Z zk~}nL2-IXNj5)c|pUjTheeq{GdfkWz50nP~qFq%4SIJ#?UN&~S=kz(!M}b!G&uT^V z0SCZUQG{s)V5aI!aTi*ZHF~d`?BPZ6&zd1JeYdVl3j&@M#h9;1z@^C(a}5<6;IFI4kZ(s%gRG6F?!?T(o*lnM)N}H!&Mva7zdyw+%^6j ze;lNE^n2o1arLj%_WQF@m(73M+Uue)@kDvSrqQ+2LGI@a2H|6P9EhWpjGDu6F?N>`=$~F4 z#qPf+Zi(ozP24)USF#au{J!tvpTeQE^Z-+3UQ9H6m7RHY&%?(yg?O-N5{UX#0FM-T zQdDh+a?B24R{F&2^*4F|NUZ27`+Esf;8Y7PtTHUUDT|mcqSx-8t&uyjQUjp+W%5K~ zFmE>%g@``V^wUZH6icDy*|Qr*3;V;%7j%!v)B4W$3vLJKMe#eu>pqg->iAZw0NXC7 zY%DWaW_f5FK9A}5SKL20`l+icJTdW%;d(N-9cw*s&lW_tld}pt1+h%e4;hy6T?~ED z`^+c<-{PhJT8Ba^bi=YRH_(i6s`U^;>w#O>wX0X@DCJvyCK!p{ue+10R&vv(3PjuG z;7v#lm|Ule?*1u&RaK>Gfr1Nz``m$4(kw;eX_~b~xPlmV4{0|QQdK{270&2qW#T#Q)~iEShc;OqnQ(%qwzj-N z(3`l=c%a~<=RDX(a@rvHkq_XrVsG8J1EJzBjw*htnohoBT8W;%b07y>9FF5kbb901 zu+4$Ws+!2}VGFGe0I(!L3>V}nE3}=QZb*iOZZQMAvoxExH;3Ue1!^?)0Awj?+=ifTa?8Uq= z`9!%I2z~dkUE&kqVLkb+ri>lFKu(XY+;vb(i?G?G+B#m~z)$Hx`SS{YIa>iSREua% zQM;N^ine}=I>weKTracjvP$6h%er=g^X7@-l0Q>wMcOrQyL`Nw7jF6Nv{?o9PYL51 zG+K!PRX4ARXS$f>FjKyL`{v%`Paoj(6C{Zf+y$&fqi_+oowshhgW^c)oLD*Tjh?Z` zk7WP3sHiBhydxp2k$H5Y=OW53htjD}R5yHaV0%0W?g0Mr$~N>d_B!|S#`q^@xV_-) z7(15QyB9x=<=_b&lCkTDjAV3X#e`wm-xgD<56JKq&{GQh@nZKWuzj#e{qU&W!^{nLR~k`_DH$$cv4ILXjmF)Fx}zfWCS)Ot_+BBRQ07N5=4 zSI}*9z2lwS6?e?3(XgS>ukVPe70r9)afO#YJz3acW8Q>x(uPj7mFR!g@!;7@BND=g z?w!l9$g`TJ9CVbqY|ucvUW4l#B5&iM!^TQI;tz9@W$`?@9c$f3R zHh*R3`(0-mU9SaeZZx6cdpTLKDUrS6OG3O-@C!Nz6SXKE`Zwl6>JyLRbEyXS-D$c% zFWDZa4s0FBs9b&4svZpf%-9hH{`*ilA9vpU6{#^04Df;0$r`XWDbba^+OW1gXXR+bwg~z<6W7 zf4DlmpZ+}SWQ@9+zCJg=agIV?FUQY!9_}^!n#Z|0F$K|8Co>rC9#vM^$M} z6yMD#K=!)z%X=OCAao88&dQt<`{S882VR2KlId0DgjjEJ(A}C?SaE0_5W}%HBO`-G zpbVmsy!?FH(YT9kHa8`tGFv{bn_Dl8RF8%;m)UUp410XG6`Mabu*)(~!?RMAsl8m4 zY;s(JU|Hk9fj8N$p;k&}tno|BckKw$!BbLFcqg|jl?g~69+uhsGRqZXoG&9)MmWQ+ zpdEy`^x&D`U`=UZO8dp~4;;e>#rMaYim#CwH>No}xa+BG<>P$6^%0u{zG}&Ojr7D8 zS}!dneB`$^&t93;U~=W%S*xnZh&|-Si3C^Ow5iv2p>-W?H1fKxarWNX{m(XN%wIa9 z@MA;C-=TEMe1-#QGDwEk!nBWIT@mImP*X@P2ZVO(;(+g>Rpa#Tn~k~l9Db%F-j%(+ z_;=%-V?L`}T3W{46<@!3Q;~Ea(y?ZZRSzC`Stu}9e^lt6|1PI(Y|IqkQ-sXa>{PQY9XGf~-w##_hzKR=& zvCFK$kehY8QvX6S+K-K`2FGGpmiLI=t{+K}S6!<~G~{)%E3%o~*{XyGVcDM)%28<);C+(UnKfeqwhy-(}P=nV%5jY>U(?6`v) z#Kc(bGThNd&m<%yP*Kcx+#Ao0Ti84#GwJmp!25xJh1qcLQ#;vM&v$QlM_bw0wL1uU zbhUfS<-{!ACUd)C&+?otOnP(YQVbt3F^fNT-njdvhqcs}%)eUu6Z{>XnVT(Am+YCb zJSU+Xg!aB#iX3BZMAeDTIk{W1o=nClTb#-&L}5t^=ldQ*sk4w}(3{MxE}Nw#<=NDi z>HRDHp>XX#>id_I{4QZBaXD&XnPmS}`=P1H9}eR)u$IiCCtvMe++tfz+JlHzdOwiR zedLYcq6>TeT$ZRpmrFrtmdZ2z9vbqre*D;z7`lbQc5nh^$pnZkoZ>YWJ9^1OhR)*3 z_3IVB6JZvmIpziJPA&R|w3b$faBz|%WlqTy4dP6ol2hERTg_v971$yQJl?Ua$*>Pu z{B@_S2b(-|#}fHcAHDn?hyN%rZ;W5_Ge7)e5xOc7-tUE!}o4@15qRZww$NE4i&raO%RWvtqtlGA$LVy~3w&{ism$j4h zT~g|7yLYH`@hwTtdJ-2-dPV>Kddr7o0;1GfmwK#KH0@mKNkeXU@7s~vwTsqUV#>^AS_AC|BV z{^_t)p`?_af2~@)fqkWRTwumEaZ%^5qQ2(YV`mRpD=YqVWdbvF!J+2rs(~FKE`oKu z4t{QLa)vi0Y^8>V#_Xqpmsiev51*t^G_;p7M$Dq9Mma`PTM7+hAp+i=+H9WC=8r;2 zLIl?Yk)0s#O_Vw$oVY4Bb@DRJCn>A5JsoyeA|r7G(iEVwX9?y&+AYF5Yk} zGI9bWeQ|@qR!E9w$Ceh)6Ql}SA-bNpZ;qJr5acB@cWfw3)}+-5!qa}-4~CMFg0clE zJfcIYf}Zonj5lgOSTSbwyRtHm*@c;x0GsvieJ2{Z>3c;5dNbCbs_i}7@gT2&vq|uy z2lNxQtuLo#@(K!Q##w0=(Ot?X-CNuH>9^}IcSTiYhySef{kIsi^{KsOixb?xO{ZBq zOO|#$=9Ng(Uu&`V$AGr_&B*m~rxNVfi$1^dX|&#N4gK%$@y`Y~xQNm!_lE>qr!Z9k zMIV37q4&rx+(di!lNH#$_0a5bY$^V^!`S)F#=;+uW5>y-kH74OkXx0WzE>b@pcNOcWBq$-Skn_ zZwZs3{)db9*}j1Pi>kMPs%rb1mw<>M9J)a;5CJI#X^@hT zLyH1}N=Qg4ASD=tAbfM<{lE7<#vP73?j3UW*?aA^=KR&{Uy4~hc5^2_ak~S_h=o)` z0C6Ep0$ylrpF?=1)oo>@r05U`ad6pjj<37c`-1H8n#aSpfn8z^4Grx(zB zQ3z`jAe5A47x=P5iZ)XfwlE;+q-{Qd6LSfm3W`5F;HUl`*a1gfX+LZ~c;4@_#JE>i za3T;HEyPX2YYy__bT;;PYwPQN!*VOQ%la_TWf5o;3>4swS1rF!oSmGo%;2f7umAN@ zOJIHX=+8GF8@TS?^(|tuUl!(S>UIp++SWX-u_qdFl-OitG}@ukvG}y6pV;_^m5!uE zX7^Uo)o^h5SYGEQ$*g>ie#f8JKN1no)g?+A5EO*@^d+La7w^-O96gf;;Z2s2tSb*J zV;jy?rvx%`8(O+pR_Lvo18rgmSU?+WW~kU8)9)$}FACV95L_aE#rp0F?1=+4Hw8&G z-wCFoX%07WRMgegs}G%>JKK*H)7EeG1_(qxm&pd`g$-)gaKf36^{Up`3pm`|+&E94 zK1I{aBJgd@8C%)aCD7rpH7f#2!l`)u-7G#3Ld_uBiTky$BOCI|^|gmA3wbD%A)0}K zQmB)Oek3;mK%cm_AXzAqat!%BrKj^NGojiY{mvBD?gaqSh@{sD=YV3z9U*!W7-S$l zzXR)N=oBI&A7=IQ^gi#@%f7oG9b2TtET1yJ@|!Z|+}outfKc?^6-D?;GI%w0Nx0BaO( zlR~$56JXYkf6d;>E+ywb(KDt!`duAPHq)_~D5%wIHv{N%4$u`~Ku|`7lf3BoyXn*I zZAwoBdNXwg2d+>hcGNtgCx)+t~|U<4^^5pP(zX?ZQ#&d>+p;Xk7s7qjbHnE5nm z96&9f@uJ&|oyu6|WCNS1jz?XhK5MMgOcTTnzdSpUJ?nuKSvLkio9$Y!nqWCz#~PNrLMc+fA;^P{5`M?;^EJ}fFQxI4Ys2iDs-NM^y>rg(n`L49G}^)=Uh z78e)yh3$x7YcG`b@F%c8xZc+SMm59OBp~9&wlWqUz=od-DKei4XDFWiWuP*?`kpr2 zHGhZr_g$^gfR7DtDAh2}q?c-{?-pQbYCb4oyv}++AToQ%uTRb?32US?=Tor9aLT^t z;sGgHyub#nrmBYr2@AQx4C_`Fpu#{{CrZG{#s*Mt+^;NHiT3aW(1(hb-UlMd)*QO; z)5pW0#sFG?;OfodPcSO2T3P`Pd^R}hF3DCE7vo-ercX3;vgs2}V#B^q(c03|V$07L z=kK8KF{Bki^`UG;pLBhNQm_wcNt?q5cpuIKP`f6D<5>D?C&dRh_Cr}&BKTw5<{SaZ z*?}n>^1g^8f$cqcR-RWPQYAi^;CtX?**5{5fJ(kI)GLry(z`jZ4Ujjd?;#jXHpj$Q zgF$y2#6gOMPkt+;>abt=cqf|PQBe`r8TxxA^x)0#q@zl6;su6R%Q_VAo}&Pyjc%5* zH0aItH+k~%lo~f-WA8>4$5Gi!62ljMh`^2H;%nNXI4df9PlDNJ=q1(@gBFxGg4k%q z78JdBfnz{UkZpZ+JD6L!mBZo`#5saatPh|E1a-!pN+Wdwr+M>6-COKEAOO7~_Jbz% zHnh#6V3_LQ6yyVIZ*kbVuc{%fEuxeos!q z8R+2V&Bkf$J*0bEDhBP^&DpVXa{{ZIfdK*Y&^)O^&=OHUGO`4)YNPpM;iehtUo+HP zh0O&XDt{kF_%H6sC5Hd56ux!1TQU&2S@TI=AlSi3&j3|uuc#JbgQcc3gv$2 zRIv7|4UsTszqRKj4j`0%{qCJMP=`}fQ#GJmZ-XcvWWw5Q#bYE26V~YL^&v=B&;Vu= zNmT!-TqHiE1b-UAQ`bX{Gd$(ZS3*(FkV+_=B@0qL{-&2q_@Hs{vzqxM(Q)i0NsLVrG<(*RHb ziS(HJyLGd@N`-yZqxL)i=GDHiabRyhaZ-k>sGj9fN8ZWb#2;G@LSJE4raYzhUNSpC z3@3OPyK3^9O5o}X&F3?K4R!T7$wRns7$miOc#MEjNV380b^}7HEMwIEN-j&s^p|9b zVGML^AHO5mUl$aGbc9_%bRygjl6qEFb~@7*juVomX)+XIH9>mEuu9OVCm~GX_5qBn z5eHvq3P3OgaK8{iHd1$Dej0*86FMaFji3bnBRNBjzv86%3wkPSQ&lF36jg?J*10LJ zCN_Tle|b{O9(|@4s`u*p^59&S`o232D)q}?PwL`V*Gs7#bC2R(zlf8v)(L651fd5K zN#3h4GKx_#$9a1&q+X(`bxU3#5j(CM%??y}7@Gogz{p0T+HMB)_t`rKZ?7#v2OMS3 zAPairYF2T@`}gk6BVg29DE3OPsi7J-Ny)TIgETu!4B|$gkySbij2bzGShr$Fg%uFs zf3iWV5{F*{)XkXoypwLM`A(k!bD>=gq8zvnFAElIXXFT{{!#Y@hBz5e*z^FvX&!nwJxA_tuIJ*yhtT3c+~8M@rZzkqvplF7_OfY6#CkeY4# zT6-G^g^u?7m9>nGM@OOgUWjO>yKzH~h|(Co=vIn;h4EvsB`L5r~1 z2}7W<-)lv*9`Lz)_j%#MnzvfkYXImU1j+2=ZyGAiT*`<_>QzssBa1`@;lyMLrZNU5 zqaLSVYrl}+hs~bv*u@&0zrzC!w-d$jxIPyVnAtH5_qwa_b`ZLILFI;?#D$ATgCd0V z)^x^$ptC0HS@5+3PC+(wU)0LlxSoEwyS>%D3lLRpgKhqYl+A>}=4y zfe{-fqb5N#gag?7)R~l+Dd6uSE>;%B5L&|$8n!e7ILKfeTpv{9;MNwKC;HpD+L8)F zen>oK^?iADJER?eNfljPA~4L#f0344sA{UKqXxJG7ljPCfX`E~C(vulbY_HX8Zl_I z=Yv{}K_i8HD7a&4MN+x|mtcae0hHA^a3_JC^n+TJf@y@z1-=ks|6^iiz6<$K@84g} z0U!vJO2n5IsCu3(X#`*&dgq62e=?yBUuz%QpRvUmDCuvZWr`8MCyl)9_m&sp@FJ8& zONaAPS$p}5gn7@0f?P3+{>3aFm8)sbe1ta!o%q%U^C=2Z0 z$cYbeE5o)bceKGHyUQ1_@z8T}ZdvVdsDp=cp^=k-mxbMQ^m9&peE5jTVcT49JeK1!mFHY%$I@S2$ z1NZy`J5UL7)}5`C6__qqmCwn&Sn;;NmP84Zkd=u#()@40Op%*ftFCyX^NGIz@4_XNZ$WhQCvD4z2WIPrK;f z+$2}G6Qxr~yriY)u6lZf?)BeAR!NZGhWsQ7-{hX3qyemm(8;DVZ#YCJHarfkcRAlx zpUidtau}9vyl>H42))1jmrYcdGi z@ylBKD5k1@A;L3i^mq14#dGrQA<5;1chB`sB;f51Wi3qMB@u3}m%7Z*ZV1RR4k0o~ zTyFcDXe=~&CV>|p5&To>!gwb3K<yYTy}(&R)^1dn?M_>^#9#v z5ue-Uu9#hEZglrVDozGjNSbPc8lmhgvFvz6srFR9~Ew4H~)b;PHur}TV^2p?#17$AKUrcfL$0_UhvSt(fim2*PJM4V69G0 zx+cMIcYEio@3V&pU&ADbpjLXupKLfdI8;?1TdH}$udj1+8pd|`pIH5F$!UKnEFBhd zHrU`*(1voAl(Ebc7tGkeMEakHrMJXN+?bbT8@WaaH=Qiiwd5Kf=0raGwPRnF8sA3@ zP4|w@b}-kAR+TvPt`a_d`Lodvv3Fs2IQ`Llu(nA|X4n>zyBNnw%JM^Yq%>zTn{fMD z!#CgC_BHBMzd2RSMO)zm35mK~&W`G?`9JUu)SxZ7;wX9Z_}I^vg=<0fV`^hW*p>;}OgRBcj7Le8PO_%q%$? zemlmnI@Zu^EJY!t3m4Rf*MpkiVur2aj*W{zuRz$0}((^JV?Jxlxp5 zl6RwpxXCQJ;2*kAT1=Pk;%1)Z+;|6zMvJU`3?2-S@Pz_kX-N&#Mc%CFttWF4Co6JP zDby|aAH#_Rwg9O5%TNIi+dyVM!_ZUlN>~k6b=58QxUx0F;JJk|`OqK7^!mA`sdVMT z{l#t@#>!R}q;xN`gY5DgNiIuX((#abO6Lfx&GmH-2Db6Y#h+)>zZPtYjM!tmGDfGQ z((=c63TAm!C3=0nE4~o5&(YZ=CVZdnyzj%WwG*IpB3@*Sz)cxESg09q8RQKur0UvK z3c4%?|2g(PrST+#{74Pmc4Kb~^;(?vp8Y$H$^_I&Rn0T4dJTwt2slegc4gTfn4wXcDt97yK?wrU9{xhhH zywyhPpKS8gCBgJu@ArH1f%oW^O;~KM8&UCg7H{FfGY6{F< zMY$)ETQ6PgXTSmnp|lA6!&)s-{eW`b+!{hw%`rEtqTljq1af)s@yD} zL+t0-wC}B|?qPeLm%|HO;*$VsK=t6}nb*Mbhi!>$tC0w)7NZ%-rhMm9$isVoS~s1S8wmw0jI?pO?V`-AQrZJrrHE!QfSYd=`ZEt zA|~NPS@Vv3qFujON>R7f{h7mxCh!9pj!2V#*YDg0ZBO(gd&-sy8Rv%5Ls8SKS211J7dq$~%$a`mq)bh<36@Al1)}$w#Djj#Np=DZEIkF_dcFWX$Z3WS{5!~4 z5U&}u#yv6}2L_0IPT(BV)Ojm4!Zwh5>;nj&3@8V}KSNphKP^79PaD;TlC+~cnV{MM z#J1*>XZs&s63%?LokKDh!0ajnRHX*oq`~FM-EE#iO1U5$)<%$=hq?Y}aO`l3N}Z2W zX^{^zN}-unt2p%anBSe{=iOyy3ec<1@}1C4X#T0_GqKds^Jcn(Du9(%k*~lp+k=9B zN``ZGg6h3h<-p5H<52Ok7bVD&yz?zKR%;*uznAFYXe#}S=td2qkT!B*dX-q6Z^Q(t zWI~3j4i$n)gqgC({^t`JZ6uufd@M0JnG~>u8bzv6*ZE1D`mw$iV)N#jzkWi0!JT6dk_Moy2SQ=bprt{rJ)WPG)oKJKpfrY|)k(>PZV zr>lnqJAReHhQW1w*7d!${oYGEbL&wq`9*0SQIadwX6m1~gkM>cJ*sHlu6S%LR>|e5 z_oKRA)}8^ss(F$42!RdThMdIhp_2gkB<}6kE--_0Mk69-q`%b3h&~mK{ZEaIG%M&P z5DMCZgbh)cz!=7YvU4V;y^uJO1}gWXjqA!uALAHJ&C2P(^$Sf%YT((^+N#L>3Y~hC zEYG^q#@#iJZ*S7sRz8r{>-^nI-VHfg=e4FXaYgN?>D8eU$%7Slrqeoy`*0riU{kQF#SD{1q4Df9#A%#L2xnd_|fpqS5cr{BS3A#OTmJ`P{2?yY*E}jtp>E1SFrLMyMWLZ3&jT0HLv=1;u-r`o<2bhZk?a@`ComZZ($3t zpHKIU8=8===x=(hwEqj;9b2cXi8j-$-ni`7|GqOSqGLmTJh91BoPfJOQI{d>V+%Wp z*W>iBUPNw{sXh7|0=B8@FJEx#`%N`Q#djIf$mfJShI?af1b(<% zAoRRMNY-L0M2`%7M(ok26PJPkIok&6M6o9=`QMX!`oJ9%$N}alin=PhG!x}7aCY)& zMokxyh0Hu!5$@yv?t_Iwj>^Y^)c7pv6|UGFpF=AYN8$f5nuXC~bBaFyjiR5D=9->n zd4D-KfpOBfo+ZwI1tSW(6Vs4MLFe;^zy>CFl4x8ma&_zve(FgtQUaV3On5js$DgKv z`D+mYn^~H}fJ3(j^%M@eS`4N$lkjo()aO^v#g0Ja^P3ltas`? zeD;fxO&}Z7;GsAhR?5G6`Z9+UIewJe%$_TRp}4b^mVkIcl=ofbKkI`u;iw{V)q11|4`>;L5Ms`1l=w|M{c%OHAm}V!Msdnt} zPfr&o9*4n8EGC8}XhwE?^K1;7Qou(!Su=$>ecdm%{@%UxRFIa{DEqLHN?hWkO2O|} zi>wM#w-U5UPPKSAR)TB)ZA#VGlTG!R4*FIyg>WkUoryFY2$@DtgJDTkkxxQG!nYOB z8DU{z5IhpKRRVJCdmBP$1cZcG0*3O`A8ZCGWM^j^85vQU{F_)I`Q{}v)*+O>sx~~c zNs76@)5+%M2`KVS%@$1Kq&056uit52LYHq3E``UeeW>a9gvtGW%WvhjEsrH7L-dR= ze3>R?UtT@~=HQ!(F*=0z8rVCzrt!ZF7;p;nT7Rf{5zM%|G86}>hHKASp03@5)%@y| z?nq&)qm9`U>X;l#;@^qyO|Vm;rF{qnC{jEquU?OF-iJJx;$xOol;TG2=n zG09AxxbsCL54P~Dpu+vHfyI{Ji16a4d}u(@mlxtgk{ZmyNm2A`KcN2Y+C0Ioedl{% zHEJJkuiapW+GPqeokl_SZ1`M%qUnl+WIPY2(V9{s@&L|Ht6RNsH0T{JbS{1KgkpB^ z^SlOkf(WVX??%jsL)N%z2+vb;jP8k^m9G13ZX2?(FH5J#JoG zTeIy{eYdL(Cz5KV<>kw8<`NtHr09_k`6U3zdU8J7^p&u%zv-z>pFGv?kpFAJGluyv zW<;_0wJSdY^QWdIH?UqSy2WB$kCQ1j4}>SM-?=1HR5g_v$bKiGg*zx%Q3>|$LQj9H z;R`-Q*O@djC!C_s@*{`EbOwCB0j6z;{x02l0)AIyz4@yc)7XlM7xAZtWJA}*x z-*D#n$j@V_Od`v`OvnwZY()O-qXluoHG+^e(d^0Ul(J_p%mCE)kLoPVhX45*9IO(^U=#2Z?6#!WiUL$ zP7uf;G8!BiWF zluHn-YQ{#a3)SU&kd1pPR0h+^A0m&^vZ?Q3@@{j~f4zc$8)x z(_PCG?@c0mkf-8SfGbTBr!@i zxOQnp`tl-)_bWPY@^TbzQ>v*@e^ybkoA`UOm$+b4&#ddlMI<+?K-6;l1b0}8F$uY1 z2xvp1BtfmBcnqFbtnKhCa(4*pK6&;bCB_WMyW1n9K*Vg@|Foop!29-v&TCJ(-uB;7 z-F%6E3eKcp%@&}k!iA}{UNlx=@`csVsxsy!6lI;0c08{idLmc&bgSr}m9fN5Ea;3G z=DGpVB|i;Gf$D`Q8xOR)4;uco@rV)Xk}2W4`aZ?!1ml1#2I^ZaSuNXwoT(t3ae!RX z)4~9xQH+Rt7GUXxp9iNSB>|Rh29~fErU09mn*I*)glw|vLr{*Pr==eYm#%z=3YU)M z*HzHW!;hBSB|-Hl0gnkMliNA2AGnmSRm~QuU2aa|`TX@_kcp(X%A;2K;y{xd*sx%` zwz_zY0C?2A#}^>^dr}j2;t`hs@?(s^y0^@|4^s8A*2NM$`B*#U+~m0+^^gVYFu?@` zIzP2R0J+%yS=q6V6zpmzDAdPs{HCWn`=4+j?}u>h-`G6Ku3J{k`sajN}a-jIX8JpzQO$Stg#eE6M$w2kO_lyXFTY!4;2a0~NpRW2@h zC7xkBE7x!~=INu1yK(wX?q^?*U%4y%{_bFqx}*jvxmGC{k#N1=J(5_7ZbV|#h-W^( zxK1Hyz#O3S13Zs7O~R)d8v1AMr(?SWyu~Erv&n~|ifs9_$5w3;+!^rU%#PoeFVVCC z!J$x{S5I`KI$YDEib?YtR4egA2yP(G+*;^Wv?iCUH*<}zp0z&vOoP_yhLP)lR@G~j zmJGrd<~=r9s@xP&QB-TEatzyAhhC!Z${?4)X>zvggM=k;YS&>+9BsUKhus9hM5#R* zhT5l-4VlI+c&R8((`Z@&c5hrwBhtXV_HJ|Sm+IK99|E79Ze2xITILk_sWmG9TsRh( zW~2Byg#jE*F{mrR6g2!ICcfY&-6lJ5FG5YPQCXnIrD!B0N|L8@X$SM+tm>E)3ZEN? zm;|4Idjv8^{Z`XY+;O4#gBE!w+7S{lQyC>(?0|}esRSR~ZXfIWZQup{xfY%ZpTss|ac-U;mi&>)}Xu*zD^N{X)^ubR2pyPIF8TNB^ zt;~{?RuTa&29{(|P^KcBGS1$~lJYSQsMEvPZi8Wcoe#E`iadHP7im%=| zA~r8c85tZDH4P1-oQ!+v|L?+?Ny)e_j?=*_;aj$qHAXq~5&J0#3NsOvf2~^KsNNa; z?B78UcYraBbZJ+tGHkH6SA8W#qG^MrS|G*zX*pR%XT*RI2b4t_yroRxu~(o$wkzol z27f!&^ZAV~NG5;$Bx` z`7Pb~?MDBv=zI1IuC70|+BA)ScjC9TEQhg_m96h(J%910)?w@*OS1BN(xg^vz*AOe zghU%|UD83Lu_Va93~4&==%!OkbX#zau5v}Iv~qTS9`k=))dar$7;^6Mr+5~2T6xYa zi6QmOZ)%+|p5l9l45q(TGn|4ih~GS8G^cNNHF$ieG|P;tk$1_zAH0NkC@>E6H)pKM zfsq$@YixwnJ7W_-g&0d4Jdk((o?-TzgU@``@r+RJ#g@Qw58{VTu zu$zH?5ZN@5!6zUdLGqneH#T|z7>P$1;KV`{3Q_SQ@^s^atbZH88wMtg=!!$5^}x;r zkEEmza-&%uMlZjj@@^ef8-=y6IA&4nQ?AvnDAiZfr=85>&Fo-IEouTnG&~ad-IQeL zC#4-*JY-;L)JTGYYDNxG*$o%_*;k~y25d7aA*m$4mQ^g~Q;J^V@}XYNa;i>vMqYR; zYk^NlgdL6bX&wFXtoqpEiX)SkXW-EOj~8JzV^Zonf70*e#4pxe6_N|1Pkig|Xk)A2 z>)EdgrbM9U(hwIo=&C_bC;&wzu$`ke83RsgKw2ZhMvyZjBUBJG2xv(XXJ$r!cZGpT z7Zd>`k@7(>ZUd=>{xvJ z6{sXO{HPgF$1m}Ra_=g3ng9R}HzY>IHQnM~{7m&%uJtcM7MF!aoLRjdPmLTION0i6 z3lk-nUD%#9D7v$vnpjOkvhi4~yMcsW?C5|Rw5|6Pm_ge*diNgPE9?XeS&{?yB^R8YYZBJ9ee{9PY*K zPNDEe@mc6aPLbvxPWKFj;vJm3Y0<0%#$@E+$BRT_6~M-?TmwLXEq@(>VA1tU=Q9VQ zL3g=?=*Ox+yP}^fFXbSm{T3i1KQOd7fDG~P9T9|71<&<7h+(xaUj}*G36wKCh;LqeN6gZW zS_aR)$(Bfb{ohviowe^LLB5NL^IX3-K$&rU)tKJ=XPNy&!* zvN|5s2hI#!chv5VR>1nnJ9%<5k{DnY8lmQcS4oSvS2}fw$w58{Voi@zh3i6_T0BO% z^i`fT7|q<=+(7*wLy66n*8imbz)*iGr0PRhE7-Yi&IXLN!9wzs{4TcM|O3>`c-cvZ6`2X2cRhE znYe;-CBnsnsD|SMdR={CA5nV4$mj3 zXxfWY$8vjQ$07zlBz}9r|0Op6Zfg`6Yako|@k!W2peqst?J}H`kdZY zmy-M#@_01AzQ@ZBR9s9N+>)q>7WdopLE}Fv^4T&2{mnRJOBEd0zpU;*_P4UaQyPLU`%SfLKs<-7mOZLlq|gN05g z50b}2|E^!7ScyYeMWBx6;G1i}H$OX6y4QEp4u!Hc)lQ;qzcXo@cCu!1C6efYiJnnf zZLyVIT{ed#R`qqK-L1wor9ro;Sm4C(7RLp}`2HWI0CBeotMSoDG`Y6?+W zZ$pe0&?4)U*{dO;4jStuGUZhc4{j(de`?~e+>5O@3tQGeXuRS2MG!2|TB{M(Gvywq z=X=E0>iMKS#z3VR zL(KNjjQSxVcR-iUTpBHbgv*7S9fz#Q=n+Inhj=tcA(CZ92=BC3EHq9i=&W&7({69V z`+bo_Qq13QTUG%Wpw;6cYw72Naph|$6r6OC*?uF9wVRVm{AtOZuj$o$^{?~(<4>o? z-ls5rMTk3=Z#gU4+>g0Fsvd{D%Q))0M)RYtZ7l9$E)o+78=?P-FWx_uu zZ%EYHH}1|QP8yL(p8TAo%f6o1#IqZ5T$u~m-FaMa# ze#$%^ZVVxvsv#jEvJY7rAyEoZIa)Nhn^x%koBf?A^b*f?^34c`PK)SBX?@}NdZc_8 zHV$eVAiImTFV|{A{l%UQ3w0Ni$?tC{A;;#^rU$!>Yz$@SKgu7wukT%3kUIs1dsk9% zUKBW5{qz>9@ltDg2on2-cmYESn`OP;)tqh#XY()SE8?R0&Epf^NUz~-7`Bon(Go=crEoGk>M9hK`hUNBCi0zZVKcH>MwX=wKH+x! zl=0#EVp8C3_28olQ8StohZk{i{}zc_{|JXbtf<|UDWj#plt~O~`^mtT{~(fBGd1}6p#N!8quYDTrtX& zNE_#(_`1&XM#o?A7&F?%mHuvgpq3F<HxVE+>9*(30p8G|qvRa#!I4)s{F;J@bn3Mtv2uiFhpeM`|75@FW>HnT72 ze5h4uy#SL~w94~VCc2a-+?TwG-JYLvdPe>zLa!T~QeV&F_J1&;%g~P0-o?znyTat9^)@vMng=Aw1Bq9MVemo7sceyH?=-=@uc-DE~O355(aulI6LwYkr05dp#}p;xC)9R>|gh zP+t1~Wk%ILD};!^-IaH7-iCw_G{PIlDwAZQ282Ey$F};O;)_iXxgfiWqWK%@iF88F=ZH|zH)4-OX=uy8ZK7v!Q>-N9Qzqkb68HoYgLm!$?gg1Y0TRyws5EMxf+}?`#>m(hjl9VaNht-ga7VNAF|q%yZ`4nI zLuHAagS^Tx<$jQXRzrV+w6Idh9c{hxFY4tihr7Hx0@~hPg?(gMBX?wr14EZJHbkyQ zD#p+m3F|@+&_`Xpu+HQ#L;83*(!c{9I~f<|=q%H@6JQg?12$yw0Pfvt9Ao|D`}6sa zh291OB8Uv)w1=21)W~(gB7_`(CKqh;UAp|av@b&3g8!57{+@5dYP^^{HiCgpUTPUO zmGm$smd!T|VP6j)e)Y45KvjKr1%~(Xrfr%LN5SrEt-sijb@6&xf=O+8#wFUagU^nJ6B=M{CIp`JUNzSUMKPLDyxurk$ zR@O%XLP>hy{3HCD?Kb9l8l`7ikDDkZ<@tMb)rk=&7)bf{cd!XjZ}qWeu3d(kV4@ zH434^Z!8Zcn7*Vv&4q@I12wgdb?BYkFp_V2-$)`B-ULxnEbG=YiG3eYDDk#Ra5+a0 z2p`&!FU&=`)DXS z>4uiRFT?}6Aa3;P_FX2Pfw}b``?L7)zP87n#er z&8F#?lF5YK`Q6(@@bPWr+nD6r91o){vfriPH4Z_IP9_n{p1;b6K(p%3qq^xd5?vOY zDJIY^G3LTsOO{RIrF9)vUn;KzB{iICcbyH{Gri*eEM1{}%|^tQCbL{XK59Wf(Wz=} z&1@U;jTgDh+q?VWcemtdUmos4kS2QCyOj*0=I{V)+=drt0YTeY$hGI2!5EI1$q@tq zkVnT|vC|%q3a_3GFMGGQC9%}b&X=pYtb2^{@bkCYjK%dHunP?OZbFK1hg32a4f!(Q z$)mcf`b=l~h~0`uW3aC04Dr`=MRIwNU#xhEw!w4si1+jTKXC$Ko^j7LcDO{Yvmk69 zz?7Y^q2Os6{~;x*d-1|=HgIAA32KF`%1ajNA0&~31W6@{e)f!ykQ3r)5aAS(dpmmM z>q?pP?}&4}tS2>Jkr+rvHBlI}2uEohWly%YWUJ?LvdIWXbW>H;~`ig3=F??38BwsyiuT&mAfS4uTF`z}Cw zO4+l%78b5G?ZK!hh+iT^?lnwH#4$C!9fLQEh9*uPapfT^1LQL7@BhTa#8|Y4NFly( zlnP`bOe*95YmD+=l4A`KINE6TNZ#BOUA40tsW#J%(PmZXPN$JN4_bBy!w+UW3@CR`=9SSOGj3axdy?O}X;iU7!;@Vh(DjDi|Vk#8mDJd!7+B*XoALnrmzw9-%<`))XgTGn<3AHJH`jqVO0K!_Cn=1tz zo5FccS8H$9Pt=IN?6|2$^xFwEQ*{!$lS7`4%qy?fFQyW7@rECy2LnSBcoge9dOhl% zIaq^++hB;|N+7KdDd+tA>Ct>S<7)XO2PM^(vv^CbQ{*X4%bXM9?jXc!k9NoOgM_aLz?)6BBxPMrXX8v(i+-TfFhilgQ=zF2G23)PRcmW%jY$ zP}2376)!Q~tMq}#0BJNXY@1GXne*7@I(jj7t^wUDSK=Z^FN|XVA6S@4IM^N18T*nx zUiL00eiQrxkIYz}tqF{Sf~=|`-}XkKYGCIxDfOfU4o74UU&d97r1lWGJg6&Hemy{R zen%kPnJCfcS6s11k)xvR70iCs@x8%5F{djJUbx;yPplcE%&HOKpVA_@+#>Qw4eX__xRKPedF6w zZRHn}Nr^XICaju|Jq26=F&W91TlhHbz(C`xr22(Oz!opJ?xWPDfB^g=4M$7(a2R~q zx9IloBq&rT#Jr;MmFa8AsBtw@sJ-SMeaW>}#JT4#Et%JkRi;=^&}KGlAid)4Ge5x^DpdOjdxR2T%k#ZWg7L92y!(3omNP}doRhd z{Pae16&mXjg6=3_(!oaewTXJaeHu>CmN)}FcwIipCH@H|K_qub7VD?a%jpmNpVHe| z4?Hh@m(zo>!=+TqpH0W+RBd05oKANzyY%h=ceXMvV<-V0yO0s2nDBI-Vq6-I|B(V* zg}!2>;FMYo=xNDFmkaY|xwkpvEUMpPk6GAtFiD=KfguIjMx*<3{))rt58QQ!yLV4} z`TJ;978*5BFdarkR_&^1Z1+{<@m#@9tbCbsiPAaNUgZJr>kQJN`FGfbwg1(cRK~Il z_#@4%>DlnjbmXPZliy--{ors@YDb4ZI^x9#nICbSBj0y4zAA!gR@ul@z_ zU%cihXdlsSddvDDA zUOtxyWTb5@kOZVs^HhJ3u}dZMGyNp8#vP|(h5B>QJ46RI62w35y6L7^3OnZhZ|_Er zj##I-{`ztD9QmdP2AwN4*-=iP>kT74&Ohr!7Ydxx2cV4#zHm%oLU>$w@pOCSj;_KY zyM~=N&Z%5qw?=s9WMZ$@agHiLM_l~<>9ceUIMr znyICDcQn^3+u$Ibchp&FA@38?Tt+q$gVuUV*I;|bM67Q5TTkX)c~ZIQr5>asnhX*s z4!kfm=ph*>!0pcPDKm+axM(vABhR6ocLF-EwQHpai1@ao z6WFl<1_AVDCuNY;SfeQSlCfX#HJn}T=Xl074nJ~_&W9f$oI1Pg0Wu~IDSodVyfH_i zTwXvn)wREC=IEx|?Y5y{vfT&&K@yVH0&&qnt*nqkL5XB^ScD3kE=kGp;8|pz$xrfc z_SQkHt8`3*ucel@GO2eq4~Smtix^T#E7HO31pT)o_s~D413xYipy~_-O#jjSo zBK|h#t0Wm4rMuSQyC8dd(MUEK3Bk2~R`m(af#X@cmd;scjUB!R!ts%Gne+1xJC1l! zC+BOx?ywJm+(u?*(yL1l&*BFmGmB8$_W}nN2YJ%;VBKm4e?F%!H9~6YJTyH0l8%;f zI5ppKlMAlZhQBN7poqpdAFf?|s&^&bRW7J<59G{S7TNKS>3Qd;8ra%inMaxLEVQQm z#ah31@WlT9IwE2HfIBd6`t0ueZ(}3N2`4Ii;Q2*t$>1TDi+)63_9?L)j}FOwPn66uU|NI&RkM(OH|YZuG=Y??mPy)r{UL) zYe&JJuD1`L+Lfqx9lPK>@tIC~Q^u{% zlr>WrR5%6lP&Rh!S#3ehv86i<{)q^Ga%vpbBa{%9%)~Q2AgO)fdbW+o4dfvxXmB5o z&omU}6Qx+)7>s>T@+hM#smTJ#fE=h$MbU= zBMKYmu6fl}x%nL&GG*IFPsXkGJ=+U^R*T^8P$(aXA{ojx<1mgMejIZOaCU7};=CsH zjusjyu$#Usovoc4$+s@-jczr(*aNEVR<;wRJBLdO1Yvpq;V%YEL6x*Dl^zT~P~mlb zCUxf=^Oi^k-OHk-;3>5XB;(xrX=E8d{iP>a)J(P!AbNEl&D^Qz7KSFaixRv=LItR& zeHznlRjV$_Bs1`1F zUg&?AHCxY0#5q`xL?E@jM7$7}FS{@ZvONBG+?Gfe*m|f%twmDQz7)SOo3ltkRB<4n zCxDT?!4wrqrSXp~*orRmyNP97LBwfS?Xweyr{FQ-`;qbf3ahdhyTtN+$G#&X0g<;c z11vM&AA*y2J|BV?k$_Yq3yaAWF~}P-GCesj%k~aqEen&;(;#TH5F!iI2w}h$7C_&A z!AYk)Q(Jvo;Xt``wj5%SfVruL0*!J+2xfriH+?De{%i1%-Uo zsA?a@+_g7Uecph2N_1Qkq1ySnxa^#hZsf*}N>6DD9o2zbc4`rUXKC55IJ`~ayB)sV zK#QDxp(o~ej60ZRo|^3UoGN^{lz_l&y|zUE;>ER}S^vgkKy3lSaqnnh&Y@=>L zx29Z#@LmHG6kVaBUx;v#L1Ox$Tqz)aD(gGqa-Q6YKaGw{y|DStju7f%%&YY)q zuDupoLuq8+)2yP|?5uWDQH=|2=SP*P(`@6n^sy)Yt~)quvZqe(pNk;vKCLr^+3WzX zHM((JL-8jW1Wm29;yC0Xw8JSR=7MULtS@r;5Q=8p*0>SP;9^=yY)I5Mr z9K$Ar1+<)Y@?$DGe^LTN{6TN{!7i4qk9 z!jzF*OAGTQ0)A@0l3OL=HS%LF*F9YTEry4K*w*03x5305U^PNW{~3XaZS~(d4XT5z zKz4Co!E-x)eL3mQ^D*4t<9C!cC9*_zFDkOou04**@ke;|54g!H6P?SPHeUm#DpFi=1E4E7QSZ!5_*{Qx-2$vG?jtwi$zcQOov!NWQKF~6-&2aEbz-Sg-uQ&WiEfKaSt%?;v2uY z^kJClvDJo}HqC2NtbR63zNtq<>_7gF(?PjtAe4)qIR{m}0eM(;{C`{kHcqjaw$Wn} zidDqr#3E^?ia0wAjNjL21I1eNjUX5U@YG6$D-=C;BxCM!Dw4OSDmuye=G zdf)`)X-GU-qBucOrsbJG@0=R~;Lx!sJp=5+28SkhZ*-{|7ZLzbOXmI| z{G%OJ_3%BpFVhb3wa3=SE@hAJ6qfAb80Nu+f{cvYB<3kLip1AqTuY4qp&*@y11Q^00GW*j2Bz=raP!^FF|S1N{gX2hvp*xF6zp zUac#1kt&G>-AAt-l-M&DX^&l-)}>;R_-=nVfeD`5qZlhxDVpAaSSr8 z5h@xpcX{k{35`Hb4Ceh&?PP8Il+4XHECtmHd0GofBMgm{2~An}T!wi*e@4cK4 z;oVVzpgXk;7=hs6!1zE`QxgTCYHN%t0Ln!HNEiKA&dNm>j;uYegx~F5gQ@1dkI?EuGy*GW4_Prh z@E)x0hCo?Af7;-hb=9{OW2^3``J}ub0E|zMsLYBrf0PWU1R8)qjf0b}?{h>&(1Xv; zeT<-E{c-c}t8gI*2}}pt{!nrpj;=nctT!48gL1w~!oBKWRoOdFS!s#y{bfK{qJWjq z!?=gM9u?Pc@Su+_DW*nqn*yJ0+SLk;B0*p+{ZikFp4LE=azHn)-vw~f%Mg(h6x<~w zB;fmmy39Wohj56{ET6Qv+*`sW?4Cf zwh;?@Ad>UNc&jQlaYVYyO`W`?pD`F&JYxjN;epJtX$RG!U~Gj9>dwnl=0KNrDQ+8Wa?l z`^*u0zc558?7Bbgdg*H@?(uJ5_a4P5A{ z$Nc%h@_oS@ux3fPxVS_xeN(po?@S}N;J0cd-=iKH0C>K14i@%XL9SNn#DkZ^SX@=^ z88Q|`4k|z?kJl?oyuki%Aj*Q`?>0~!wx=^=2(ma%sYOk|eXtuGr2QSuS+4Dxn>=3? z64{E0z*<^*k?=por4vs+!F&UCFum;tRrU19K?fm&Tji|#9m(XsmX?azxk-i%XNG(B zWmPcSf|?+N0n&@hzMSE53Z@>M*!%DtJ@6rh04Y=ndMU6auARrpjsWnGoq*mHm*G_+ zjFgzJ{iDElwC^wkXKnl$>EpXd`nGUTd0?zu%jU|2yGUS3BqoSpM;4+$ik(4Ak8Z#S zrI8!Q8lk8_S$kB)Hw(g+mCus$Uv+|$j-D7yrEq-vMlW^EAM(DciixBIj7$b2{fjuA zU?}-_G_XwnqALScZ9rorwz?O9*FISwDa7?Fen)c#e8O2732m8|U>J2sj_(ui<6w8m z8+Xz7;mV+NbYtkh_M(#F0$;kTvJDhP^~X~Jya==_3@HKyg;3d?$WuYE%p$>i?w!W? z8sJ2*_evy2`$@6++L{xO}3*tV6`LyNne;^Mzw)0E{$}b+mqD&p;#R zDW077k#%kl>*Wo(Q@!~fHBg9{J> zDCVZ-9S1xBps;0I>5GZUohI6HcKt^^BVEc^^#tfqDv0pvTB6J(_o~X$s^w`&d@YhT z*_F3t2Hnb*l`*Cu2lO^8kl|9L?xiM?ThUEX2`a-W;)U(P#INPcH7`V-{(nChF6IO7nL5LW+z0W#&FYwvC z_4zqEbEL2NWgh;=rNkxhG*xdm>~q=kU2e6z{s-x#Ho}L3#Eca`VAy76=go?L2zY_w zr;+6mMWRIL=l{F^Y(JsFk2s4EX{9D(py*FSgTH`DHy``qu!J0G8UHZGd};IHp(@09 z(Y|~j>0N^{WS(as5JgdDI3JY_;!FhBLV|N4<8^N~^QTN)G=z$AgaXxI znEeF13ZJ_P5{k=sre&83*^DYm2kAvwZ9dmHB_T_qU+f{UNX88y{AeQ~gQycQ)*adp z!N?ciy#g>OZ?d>g`vYbtic89@ioL*B&e`4T(s>k(t-lG#gQ*Q%nFrgsF!<%-*yo#& z05eVtQ}Fz6NlvZuQUf6U_v{0&;Yy9dU{I8FF)?_*+%V9jwi>aL<)+UR%EUEALt?BU zq#BMTJRxDc1)Yq4wnrTGCN#gMIzdrwmoMB~C0WCuJdxc(TF$^s?2V1IWV&q?2O3_} zHdF6A$KDX>4S~FgXs-WP43eu8sJ8>MqR>?fq^+6$7R4muYK$;igQ zQ`w+LIl%C|Vw9}=4p*1Zo0wjj;RezT6{_ykzZam|&PWDuVx!#Ius@W96WhtOw<%98 zf1Cd*Fx;BpFTcW_@J{69E7ctBR7T%B1~0hs<|m5-m&#z!>w%l(@e2qjH#d&Ngxs zh564Wa&9O+I!)*YzR9MQ?|=N&%p!7BQ5aG6&i1g_(Vv*QxM?fc3_Vo^S$?5Aj^zUO#AAOqqn> zvjVXd!HtS6fZ^H$n08BiOD+^`C)W`xfC{+M!J#L}`kDL@5t}QQ3Pg_JofW#lV+%5% zhm9|{x6V3GXt)!gxQ@4OhwYS*gQ1VZrymmeeIL977y3G@C{$!#^YK_Z3=jt%e2Q}A zBZJD#DypjZd>74ji{dHHV_FdK-NDf@CLsY?E_QHcCL&eP6(UWYC^trdyL;RN@%KW^ z^8n$6x*j5a?;dES%22XC5v_*1y4nZ-S*6qLo4l9o;nAzy4#$0aO}) zMg~j1{a>xmZ_ZgAxX5H4Rt6gW3Rb~*t8pchYnXRz%O(Du-D~V)!2!X25W*HyD>ehm zSc3$Qe0c6p80^;ab#1n7PpAUfj&IaWoG2>$9rGcchqyVrogE0^!a#bRtq0OieVz6HnftiG5K&v4G zRs|&P?j>o>M6a|4qu&DEAP9+fy&)soMjI^@00zn+olNKqf%F)SCjWiX-Vu3<+|q;* z_&wQNMG(v;WbprF{%K(XxQ|X27~YP_{v6M!;WzmppmIah3vV;h=X6m>G;D? z+&ju~8LdPE0AMc$@JbxdL{%AqoQ!0Lc$K;s9}S>^hqaZnry%L^%o^#Fi$1o@U&$ZQ z&^`d;oAv9re}k8LZuBxIez&6m8Jgcr zfIXhK2#G*k=%LACf4}0&`Z^G~1DP0TDF}WelmO!r9UxJMhwJX{wi8H&1ot%R2$252 z)>%c@ssK4f-MgtL`)V+ws%6hAgeOR>o2#DN*==YOYiU~y703l<-JBn6;+aKJ5E26?{Zi2pbtJh)Ta52%u#wgDnR@*{R-{SXWY^Cydmk9?Gqfq zH(qm^k0rR4YIW$j@_ZS*goC^;$V zI3qQJj!H!-i9)WwFXn-UP)Fpp%9aSpAIG}5in8K!0=4yCzfi*la%#jB57H3vL281!DsG$KN&gWkd|I~T^ACefZ{ajE6?`?lEnru?s#sMu9VMWf9GaQQ68Vm`NQa3L6h zVgJgyixzx{&Z6a?k?}Jb#VSGshf4s>u!YtW_-Ezs8`WbpBn1Se;S!$P&@%;@S{tp@ z>3Tpn;%9|tKZ}s?*&P=VS025SI=)~O06m74)m8YvZ;@2=^sv74JaU`118Tr(8X71i z2B@a2|G*2J;&7*Wehsa@^xwCnBgc{CqW8j7NVL?TI8N#<{tZVX1dH?QW>rUBy_A_u z4*$IrXGdi#;^gRbS2YGYfPEjb^(xU*Jap93McY$Ih|G1G=CU#q33cOomOQ+Gc! znM8n`A4$Z>qL{iV)+vaJ+OJ45EMlye;{h1_^PW4>5d)PlCw0;$5T8;+E9FKZol-ud>x2=4^vy4{(;f>kxne})g((xJpmGu!%ECRLo9(m zbvJ}j9MermAKc*d-}`5hffn}l<+fcaJJa?A-$Tf8z3JBsKPSXQfPqDJ$5u)CB)xFS zerBT4tlKT1CY1!ZY=BAua}e%5>lq|K0aP-{4z(d^c1WHV*c$*V0X*VG&i9Usv7ZPz zBDlEhJK2lkKbRdvwMxQxa76#CBc-5yY?h0WzcuH(T9-DOVBgUS&~cju9k)EFtpJ$>{+&c~IB`@k zVuoPopPfk$+?EdCGq%!<_YUyA?{0;Nn8B^lEPex#`9ouOh8#&?MhlvMhT1p~mWm~z z)sq@%8Q%})0ck71T^5836cV7moZ)wl&HGzL(#@sdzx!8IW!!~Gq}6APK#Oup)0~(n<;oJ)VDG~1GEw8V_Bj3Qv$1%DK=EA>GEE@>Bm4-6+WU8*QL{O3sX@|Iz)cL@+A&K0{~ZL2EDZ5$19o+?Qs$L_ zksfv=TX6+WacnrEUaKx>@hndO8VPNkO$H3u;X1%w%l)PM_M!ZbG02R7X|)^;CK-iS zA_yUQ(h?3zR`T+UKZAm3Otk)FpU!Yq69>Zs+|;XwT!D*hDsR2QA)9c2MWfs7jI9EY zRNqB)^?m>b!H543rz-8G7nfH>LJ+c&2#K(}`SFUxpJ=_2zhiwJ_e1aN;c|9xaDchx z{I^C^0GR7<>Gp*aJCWOQFT#C*&mi9dNpbb_5@r6YiA3rpXSO~SG>m(1=cx@hF81Q1 z{wqQfa)Cw??I{6hEEJ0FWB15UwIQ(}-p61{SmI?brg6L<@B|(hQI|V>uqnfF+Igd_ zya%s%z!4i6iQ@r)Oj+3tu2c-{l1h$4h=L#1U=b>fUN8)Z+8TmM_lrYd($&@)mf8>B z^``qlq1M*UYdQw|JT0L^;x`jQb^c`;3cGi%ads#u?AzO%7JulVMinFl18G3$`?tQ( z0`nW_h{)ooklGC-qb>uu8AM1-@u5gdg{X>ow@i+Qt6PCB2p(wJUQlIV-32|5R0!7) zyIt(#>pDexEsmOs=-19)S=M-N0=21%MJE3)9wnb%CcM!6 zR{>5??7hEbR;}Q*nH{W)r{Fy>KaG^geu9IQ<~7mCKPctZ`#16<6NGby`0evA?{;q7 zopjy3*Y8C4iyNz^4w+t6(CHk`?KV#D*?7QvOw=#-By`g`@ig_8eHfe%>ZX1x+aC0( z_X{x<9U>}OFhln>RST{}o1(4F^z5#8&8hcW%f=d*&8(-d?`O4ysjmszIcLjcl&{{5 zHd1!KF4#J%-#@$BQU_XkT0jlWR6tM=4e@~_4c^O_FY}9vzLl59AfRCX1#Fh(fTPpv zxeh9I5Uw~XI|_a|8gh1E#P%|;4HdBmOgP4L#mqkIe1gyl|;9B)}v58NVTxn2rU$OMyP#26(L z3hxfLM>e2En7Ky9wP*e*%SpCw*q-z_lm5+I$(bj^5@9XDs1=*0!j_?dSA$+jQNI97ZyY~X&Sldc#)En&84Xen<^F@UKdYYuKgm@={=8Rm$9Xz z$7|BZ4mtF~n4NEiL?01K#&)oK)n^1C+;1keB>)nu|Qj>39J7aMAu=iEDd55tV;OrJ&K z`iG%v47k`|ynj4f9H{x`G=$W4UT>g!_GE;sNKBnx_8DSsF&l}F*xksB<(TvE6dW#> z!X(?c{0S|h@nV>z$6#jytB%`Fc^CAvcE9P$1TLgj3`oWRZ8f;#(^CM8id%n#2AxHy z;1Fgco^_C+HIZ<^z)jR8oxBrGV`*lwvmfQnU%p*d1aob&=K1#AHA@Q5X=)x`^>t5o zcXg3T35jjaqQnjT5qpM4W_~?y%Gr1YM|4b@1VuBWPm0E$D2x#UXVf0$GpY${sO)RY z1X>BJM>)9fvY>}!3KG(ER9gq5Fw{9ze=Ia>AllH<-3G9RGJEdn+_neAHo8RbNf{ol zZt^1qmNUijQ<(24%a3_H$v=&%XyuiT=WWxWxJ5YS+3lO)uK)$-YT@m#?m!In$EJeq zQh67}GM23yBzl%4@|{uqA;9c{g%X4WB^hXvzLO-SPSI>JXx<<~^w8YPY#r?pzTSNt zWw$9l&T3nERN^6W9@8~h?|sYa9IjRw8u$=!kNw135{&tFCCnZlr8J@!tjiU%UC|nMd3Y5 z-(2}U`HZ2fLU2Y?J$}S)xk0r(lKIW=TMOz?y2fLxLeQHzRSgsDvTa5M$UhxC7{CC?3tR|H)&#nVLo8hQ@%>V>Ag<)vG zzdwdn=Df!DidPya7N#FFjG_YdMEMX@kT3Rj#!C9fF1&!wJF85yxqa z^;7XcT#8@4OW_mXz`a&(-YSM5?>XDRD2lTVmFcn55mY(RQc&4$kL({x6!g8XneKjk zcZ=|<`mm)?;r0BfkQGXQHcQq+DaT9x=39!A;(83#)LEvMYHR5}D!ooB@=hv=?t_%k zAD;_vwbYSp=xeMogA#FosZ3}{Ov_jm$N4hgGUQSIMN;TUc-f5U=~2Z=Nx@>L4)20P z&wi*EhxLb;_9fYQPct!+ zTt;i&6WtlFRc&T*^|~HGSF17P+p&vw9d6yX4QbF0v>oyNuV%x(bb+z#g9z zDZk2ry&&L&HlRjUc75x@23-Dc%a)?=I2t&G-V`wz15Z)CZ;?^05=^=tXWjlyMY=fw z#z^$LJ>|g{qp~^P&ftPmiTILVy3!o8y5-0yrDLO`9nn6=v_8k#l=ri7Ld|rtw4)sxbz@BbyZ0+fBcU8cSe#_!3^tvdt_IV=FL=$DlLX)4Sy^qa-`%DT zAQZd|?DH+Z$jxl!VzwAMy{pb)#<^YGeDdXIi;0_@O1CB{}kY|xj%Q&TRuR_)xY>ss#?~L z3W@__bnH3%Wu1bktwZzi`mWJfFc<`>2z#%~KaQ;5HSasFpmf1&-u?7|Q54iKdw2SB z_b=3-z`Jcv;~dHO9-bDJuzw}%=Hu3TlD{k9&sq1^kEwvK?#DZv$7AGFTXw_gWI3Gd zl6ma1E#W419W`q|#fq)CN%gkDBx!v=4iT_k1pBeCu?l&`KM71pl8IxeG&&*Q7NFAOHpX%8N4 zo=RjNynOF4jSZV2t`ixY;0-==L5RfAoeK<1Qd3{`N1*^(b`%TEcV~BsVCW5SQY^}d zUgAA(I;ZJ2ad;CtI6mG5X<;=T#+QP+UK^-`dr)}pu+IS|=Ssk2a$ z>ToblCIm5yYCO_x&;zY}SW4^LCBq&)5OU?EDNI}1_1G<^R9d4FnI3N!zIH@ERwv?5 zQ(bWWIk`ZtfW!UFku`O_73qe&5sV^2%rwx?2mWwC`cw(BdZIU*N@&Qca*IxRIkI$Z z5PJ_)K+l3P0qeg4$hy~?Z^!SF2b2sU=_+XSxuewQg!!5Nk6(ZdBEb|IWdbZfzY%bR zTJ~?|_5qg)Tj{dM-SyFR>D@^)pUV!>&CLx!;sP-UNT>VaX8z6_;N#`)`tbNh#7DO-;ma(OfC`%c=Z`_s_(C6&+<*s3>QvzxmJ{||B=m;A zmdiCSBP3(1nZ0%ShdV}(W;cd*kay$Na|#G08@3CktFS{PfZf#Q+BBpR&NJZFj#?++ zi>KTEvHU&}9sNzc1O}zK?!uwSvH^8$HyxNP6|c`x@$~e(G%lqmd!JnQRIl&zbFW1V zFF=PWGj5x%$WMk1ZMMi!(f|l1Y&@s!_>PD z($22l$TRt4Sv9AQa}FlOuZxFVg?4 zWARs#9f${=LhY{4?OB*l(ly?5j{0E_4xR>_wrnD z{z9<{=*G_-iZLh29|D2Y!(PtuR~|h*J(HjV6DAn|*y#t*pF&(bO((^+rhhBzInl81 zlPMG(pv&sK61_Xy_o9G16X5-NXT%9R8q;{H9V|8d zWJ(q@r-bM>Brn~>QPo*-OyGHSUwF9-iFSI95Z4($rrbi&c)Ozr<-movQ@x|(LG0Uu zZ&NsRCby<@)^X?mYDPn$J6)A2wF;3wj)H6b)w7)g?hfheGEIft5C{hbwZo zN4~cMDI(q^e*510o?hEJ^GmM2XRfv$Gon|OqF*18crD?lFDTs|D;-?jz(qtyALaR8 z=0V(3C<{PKbq$D+uL4#oUj|WO=x(9LP*+=XQjnT~m|d50U_U-*$R5>+_N%&Ub)7qc zpv$P^rugHqOhoUu+u3X0+`L#gEbUqQR^FR~2J3n!NW>&+@~4A?hgM8aJomhesq&e~ zjxOBB_LuVqUj2&s3g2!;&TMX%r;S_eT=a=qN^0m8mf+Z6mP#z-w+-Wr4Z&`%940;U zmvh2~I?C&7kBf;6aSw0q?IA-m;Stp!v5tG2(8aQJL|NUQt%Mc@LeOxzQSK#6OC_aSA{+v89S#H72@8E4jo&-X4 zSI6U~YoBVH(w_A{W>2xO{|sJYsvBFo{;>Ws-0gU)rrv5%io%KV^^~GRD%FY=tK?*) zVN4}!t@^ASchZOmS(__7*9zJ#IdD!KY~8Dsdb%RR-OBrJZwA&K1TCgi+E0bCxb|Vp zY3|~${1T4Y*hW3_-@c7}cj@5a6B29E=t@IQ$P&hn^ap0XIaOwefPhf&XAZ}EL&9tG z)!X{rUD30;frBT$hfiL>=v7$=+jm_C>id8>qCA4O6fUErBx-DIjMRqH+Q=vXXiajl zj^doz-ksWB0LInY`~iy+I=*|~Ut3p8Y{nZBqFG{Wsp!l#%+gg-1uzpsy zS|U)rYhiG7N;0!YKNOL(K%5Ymsi`i&m?*zee-qbdsYFFiP;?-_r1nMgtAd4kl~ZJt zJ|$JP<9ff~oX?u|`{{S@-|qyYf4BoLP3dwM>V`L)n!}YjtiGJP=yyE?ypMVNUkm>w zK;pV)+6>v3=9V^MEXtZ1@!Eul^)J$U&t8U)WnNVubu{0>`JQ#q>I%)r-=1lNAPerp z)&nWse^4=D{m}M{+#M({xfA-W&_o#sYa1%iLXzz=j2vlgy17aoI14}|&!c};aBGT1&!tgZ>g zY=ouqI9wEA#Xo-^qy#va9bcwAm?zQ?i5Wh6j)a5{Qu@B{R^uC+o74p8ncD&wPlMfn z$Z$nj{SGrLtEmIW$pe;{+9P$u;oT4_b$h_t!M?q$QL3MlolSdlOFH*ASdii<($>pZ zfX@vK4TVb50Cm`Yi<|q9$jJUdIh@24ZuS&ouAbjl$pkcfa$KBMPkJfa?NfoK<58TU zF@ct7U$=njF?c7|sDXV$M^$cH_vuC?_Td(CjLPz5#%)if%>Kk2Lj=8NPX-kFnEAeD z6H2baMD^6c?gXlK_eCI5J9Kl!Nw(ox$k3tB8SL{td0X2Ceml^75Ix>^ImL7;S{8Zo zU7dGkPL|H1VWuk{ydUB5$dV3Qhml^by4;lA2GWV9yfmy6E9Ft6eF@cb@nBJPm5kzd zRMp{tZw4c=vNgN2;54$lmG?LDJdtV14)W_BF%UrdUe)-58o@cT=-tJ@&`AeQ8Y3Xk zTWAf008t1F0A0M^4!UU8ws&BdDrX*IpQfj;EG^>)*!oLrzyL7U==w~R-)Tena@T~T zd$s2azuVu1l(Fac&TdVK6KF|L2WPkc?AvMb(q{$f#X?-H%8u0K<)v0%0JI-`b-sSP@0hV+;hjR0{(ah8%!JE-X?bJUFbVt1INx(bmKg2bXjG%urN zg_VzpoO~5j5o#`gfGt{C##Vquc$UGmi;5_f*8&2iEDE4(ZpAqVk|uosis3LkohIy= z0Ak6)&9l4n=)3daY27-9#(hXqHYHecd~9sVrD6CH4!DBx|DGRBJ7$l8+N_k>bsvcI)ouf=rl1uPMTvA(-BJfoRq7u&Cfm=dK|MH3UO5?o2zGA4+hKWTp zL@8b@-pGP8f-lo9$W16=KL^!bX8hUl-@B`==dvUlZ#-X0p=XBx*=z`ti7JepW>cs}+nUNF&8bcNEi*vx3N?!Z+7M~3kLfQvN6DLjF?eaXeE~Z>h0V4 zA2yW`J9*xuF-tw)w0W2&DH4J5j&-SAyG5o~X~@+( zu=ed9>;3Chx_9+NgBnAnrI~NvD$pfO-)KcAgHmGxg{AH@NAyFc_10F9F3kfG0<-Ur zFONj;9B+@6?g*k~ekB+)1_xL6_kqAf#4k&i(kjhQ-RH$+W-%>Bv4f|B|p@b-U^ZIeE&4nR1$ zq||9V@E+|!KMRjY<6ReZh7{e|6*%>*|Bk3C9fT=)(Tw*n$_fh$U$;_Ti+SuJ0Jab; zz}qoVtsoZK((Ry%#)G>jz~H&L@r8caFSc2EJN`d1J?HfOU0tF1 z=$}o_!uv)`II7Qi%KG(ReRqtnqI%d9ZH*UZDVdEYZ*jp8{>ge8^EB$Hblykg$vSf> zi{bPh*pS&5-bWr}*cXj47S&kr*`Ixcx$_K^-%9=I-#xX97yLwF{-a;eUsca1IvQ5I zlu~|hw{=EdZTyBUqyK5I{jwV8m2c9~f`NzXWVN-I$h-o|)iW7AJ-r#5`{cL{CZ-sIj=6% z2uQrGCbYDB`u}LZv=*gZlzii%i=pz1rAK@?OOhsL2`jdv!c>dLJGC7|o*k>4sq#^# zH69g~3P@0-Zmons%2Og8-_ysb$UBRdr zAJS_@GQRhZ;)%st0AyTQ#X&&LW6^8$I~jj^ns90Tc|^&wTdJYTXWKU>?F@Kx0Osxp@0BWt?5u>0fs2Jq>;=fsTN8LrvW`gP-=}|h zY24cyzf!(pzS3rDKZpk&0Tyr|X{tD|{~B}bsxx11;3=S@yX#OD^TY3Aoqmub%5!2? z@Y~(4%w>0K`$@VCMrzIufFb?>lr@`Y&Br;#hf@FmOd+hRTY%J(2fS<@D-ccyI2&^7usl_oCkn zDyKNRfte@0&IX}&78BC3CSNv9i+}jA%ZxH!nQnmJ#qW#$8-D~8zmbon7pHA+Vek66 z@{5a2&-P|re+&Tbb)eapSz3zYmn{?BkB(jaelpglAukW`U4}|$%ggIFGg+*$-$zOb z+4*>;0Bg#njn}9xgo&SOKwS zvyHoRzM*!(ph1|4mH14QA(3RZA(wD4X58Zrsu-43?l5A8E3l1BTAJK#?LtL995FZC$qgoo%x|3^WS_6o z2v

    uvg9?cjWL*ES0W-#kzbRd%gF=@#Ew-3wDA~!%n;)#-*=7xzka3M8F~l+iagZQMC3N{(=KV z#Gkt^d1f!6i~a-Df|_;@-c`SXf%7gex9_*YgKje8yH_GCi3t&{l8;$d2kg;^6@vIE zHy3qlLrNxO$Bfe)$aWYD&CDjHs}t0g->ly{uv=(hA{!I^Ntb0Y1YLhSx)h&OR>{mi zH0&iQ+e@ItFjabN$Z+&!W6WB+=Th6^gYesGtmQC=%M)&}JmRS0pH<}ig3SRPB>N^F zimgma26MY11UhmWhe8b%E50MFye;}eje%Ni_bG~Q1`PLcK>(URp ze6PE__8ilDx?ZD;1C`CoT~Nx(wwS^K#?B(S6Ub25dSLp2!6B&U4gC-JzfhUR6%+gR zBK?m4<`mF2^Q@m>+?ub)r7}$F0Hjs+EqNKnVL0$-d|97 zTdIL9-zaMQ#t;9I`a2|o#vck#Znrd=!(lM5U8}dtKvq%+T=%{QcG{V9e6X~Mk1 zbD;HD3lR60H}e;%^GW0D_ca(5%mj5!Hdcz@7tiU|^(UDex~ft|ea1m?n zn@f@h(l#N|o+F4LhPCuEet#TQ*%qIOjzGqDuvqpwFv#o;R{rZpWq_wFwJ#)I@Ct}; zwu9xX1c!vcLtr=0(;dT;tx>neBhnoZ;Ln5c!iw_VA`XQ(U?%K#r?}ySC~yFi{FytD zaq$|SzT0lTW#0EWYZzXQ0ZrHyfRxVP+Mye$VA*TBvH?|h)Nk(yufZnQ8;-TcGiyNb z$3Kn_p%%pvG?J5@zPx*Ua*|^v_#Y;r(h<62Mw`QN0w7wXo%(f%h5^@07j*f8bl~je z&qBH)y74Np{*Z<`++BLh&V8>uslVEUAtyvQ76LdMXhz(gn>Igi+EwfGm$ei6?D&Gy zJ`KKLp{|yqgW*L=v$1l{7ve1;XG_38OIQ4Wgdl9JC9H7~{t&bw4X)BWcx?1TV6bE7 z$iH#>6nS~x=Lu(p(^Uz)O;?|SkV}oG*LfLa<9!jw zD;ufPRV+(XW|D7%-MCq^&MkVTct}Eq_yGR)@cCUV&}rC4eBi(R@%7prmen*5$TgEY zEKKc1lL!^-&v@QJb~Gvbt1J3W1OYb&kJlZSb7VP}b;D2XMP}Mp%|+1!8#LH7=oKjb zI8%gg&5(Xvgh%Gx$@Ltz3cX??^!5ThJ+!W{&Q(u&7OVtQu(`nZX;udrX4!$tjqh=7I=))m3ovc+gEtQr4xk$%FCr@~3Do-$p2n)11 ztza7R>V#ZnCGS=Po^3pOnp@04rjukN%9W<+r722D4-<>ym8^XJ^PO$z%REpB`zQpp zKEDv7fU3eOK(t6)GPz2r{BrF27VsCv_b&>WklQCE-^=0azagS@Nk1;sWuJZd==x)s z9P)4`K=r{@Xs==Z#s<{$JE0i;5QM3-f4{r%k=^5DUcJ41NXl!|`)i%%zTA!xY{3SL z=E#b~jX)`{{J{<`C0!7*YCLieC_qsK|EZIT3B^51__DAN zNO?__smz#aFjd_L>U_u)zSs6HdoyxCP}8Rw2nzKy=ry<;Jij}99wbh!@4os-TSsTu zI^|7~rWlx*0v`Tbm6Okntn2Pn2gp+-%*>uVQB28bZl(-r7XvvSj?iDY?XlvXHZw4D z1bPtea?IU{BAuZ;Z6@zu^LSOEp`PZpA;dUVTMs`@U(l`n>KJ1a{BW|^#eS0KY=d3D z&_ak{RLgYM?ZdH&Izp-f4nC~ci+!+D>qJ7c3`SbO+B-zE}7hu z6zV%wgs-~C?0FSbhhv~%tEE&UjJmKrEdBPXG)v;Gm~R$=UxM}VYbimzL@akoy!Rxre7X*2r zdB*oJ?TAH;x}uefRiG5hZqo@xqu&J&%j|iJ1D`sNb)jJwD4NVQ;`v(Ggd7lZbiA?4 zTKeff?DFk4?Zjux8tFsWx37eaDG8cL)*i&=WYv@oPZ_Y%Q2Uy2f#KTL^{Dn~#IV=l z$H9JwEm2Zbv_ih`CR6g|K4zds*Q6qZ&}j0M?PVs}4uryR{uG}|Un$aA#}Qh8s$8@I z)+aRapeU`hlg+I-_h>4=Q||yVN^nO1O#RRI3+muP*MO|K#W9S>BUlXChr&<7!y-$% zK%JXN4h>V%hc1qRT;mG7wm4?9hQaK~EAl0%Bcs(5b>ER`-)_*G`N74%Qve5t(y#Ml zcVVoVc{$;wRZ&EOCO@kOl5zJ8^0U!Bb68djY1SNRYtF9@YMMKc4}Xr&@yLG~E^cg` zEpPew{$PUe4W+B_z}J%2Tng*UZazd0>a^M0iw6(i#4->0^h>G+_M?=#b}N}^HeOsH{?-p3h@BG=YmfEY z@C4Hw?S~&wVyY!4@hdT(NnP?i-dubAEjlQ*@$o*)x{{Z09Zvy#8A~|qvDRYdeVOZQ zKOQCj>G1B(@{b)$x29%*kP71akFsjCB#{Q%f5sG75}?$r;0t5~?^8EV|H|f{?NC{A ze)`4o7#3gZBvy1K>!<+ZqX&GsYv?mYk;=J2u_aE*gCxvPEbBO2b_DGWh87|Rcd&+b zFe>z?aKdOl9W5-h_#*(sg8cBe!orUx9AU$CT&gNiq>jq|)sO_!sy)J-Ht1od*Ymux z4)KC&$=CidkCKVk#lL+4x2(kShOUy&ZrXa9Y|M#b$cbXa>5cZ0;FnFip_&7#MywFI zdM_>Q)%QbgV2ZN#B>_iIMW{3_==T({++t!JSRN$CpkpXH4?2{GND6uSJ6hC5LluYe z8vjUzZF@ckSM_V7eAUdBUaA)E=rOS*g9&uK^4BFDOy;9K#9R)7WFC>PK+iNX4b?`S zB2Uu3`y$HQ*_j&(mo7Gyd|%Q%T!ca-0CLhS`EtJ~YKNay^3o?N;Jz^!$4yi`a`)^; zMD(O4{B`y+Aw~H$SXc;Hn0A#|5sT0BOZ&ehdg~{dRA<}l*QeJ5rcap=zF%!j9>bw2 zSrESYKYV>vK-EpxuLVeVhm?YJNl2%(bazWPNJ=*n0@5M5>F)0CMmnTHKtkfo=6T+8 zzVFlp-gzB}&6k>zuQxMvba~Qb!#)G-@{ZBzKcOp@^ zPt$M3y|!FQMnK$SFBVlsq@|Oy!roE(OB!_eUHR>55(G=mVeXGZ#*E8Fr}5^ z)l*+&B-Its*=@LxYgHrr5SQ%NxkAq+z{(_(B*@pm^THA@>FtGP*8#;eoHI#WrF%rh z_4SYanR0o>H)yRcuZ>O$e3x(Tbu-u0ppYRa^FpSRoo2=sEL9!#lbCNP$iPpw#*E}=#ulF28}*rye6dPA9H2m;-HMH*z58zR zhrvs&91;!|HeX)qgG{LU!>E4uZYc2?hsCSS4tcrEw&CwJLLZxqAdrld77_SAJa80@ zJqRCCOmw5@ThNl5^gSS22W0UjO~|;efaDm3C>Oe}{9Wz^R%56d1ln@C?r^X4muNRu z-0Qu4gnL+oKkgxY2*RHU9FKKtNl?@pqI~gJ;1!r$LYLLZhvvmOOgpsCjkxI4wrDnv zCL#_P7W*RAQiiQY%M6+vm0ZqM~+>SLz4PqB>Gf>a^0T-eccXT zS=3on=smcl>_9zCorNu{xYARr&h;h!s}KjXZ&Aon`(W%4CbxRCIG^@5iXKyfgWip6 z_8eis(75Yh$;z|=J62|yX?U3w+);%ocKGIW@yOjZ4&J;HhK7bWhXSMmq-f&wCVNz) zTlVFERc_KbZi+0VMgUK=<7?*iMYOc=0X*pGufxNf+&BD;@sCx;CGZih#5+rwrxTg!+F-rOB{5}%x?DkwPd z*8nEOkh+(V=Sf{yJU=s2BwbCmFxi&0w>Vl@?}V7S&k8&B8UtZz2rR~;9045A_Xft4 z4r;{m+v3tNFa_;BIgv&qBlIFQ#qF={xzr=*<=Oklp2kkS#S z{~qT*_C%yNisa`RD=|(AyvsOldf#3>K~rJ9JHS%o8tLwiOI-aU4jJWsLPfxtiAROm z7H57)s>jb>x6)Ir2li+9!;&A|D7 zqijJt@ldirQv!Y@Ryfp+zP$#7XlpLB$-xPI!M5|wgC$uyf~IK4znM-9+6$=gc9?*F z19AS@@BdMBf9Z~44y@J>%o1j)CB@9zK--fFfa98ga`j%WDSzUhve8Gb9P2AOy!+aG zh?blTaj1z5AdpbSG2)<;lbbux_wFa-8WXM;wqu93&}A+h zUjEOp;_Zu@;wiV7cqM}1rV2VlnJ|n9F=qNt^KV#a!ROh_sC59-3*?hpX9;ieTyt$m zwKDC5{+Gd&5+YlMU2~uM3d>&~ub?Xat@AFaa{DVM_5F!SK|wz%U(Gn(FG5Qa%l~xc zLctv|RWZBuFg~uND}(9;NW9bW)ad>5Z%cKK)@)jB{iSdltgq&B!hRB6x7#@{E04nQ z|K`-Jo!zq3c3_TqnM;d!vk|M#{q=d=cFe^A!_U5wiT49393v`=GG zrM)~@Zf}UAEg8j$^6gOX$Ytf7s(Ys*J7vFhu;lelVsa|Q_YHJNtrEaAX!-435casW z`UnA)8~zc{8V1s@V(VcN4b;&{{QH>dmqa=LV>H01q$R{k@U_y??d?9(hU)OQ|Km28 zzp*xP6;or1>Mm;o2(e0q54Z^C{#Qs&C!CbY43;HMNUs0p zcXLXPC~7tYsc1=O-uc3Qv}mlYc|>OVhq4k0q-)JV&-{%K=F=W;K3M~5LGtKLATJt* zdI`8ndGJEvK#>6BR>(mh47a5DoTAEThrs75xl~R(8vwx`&%y`%V>BT>C<^ zBL|;AhozZ8 zNquBN@zDu}JF~xOz3Yf}G?VixOG&z%&Ujyny5e+2ti-F(9SWy1c3I6QRO&BI8FTv+ z_v=YcsTcMBKB0s^C-KpyV}5MA2&u)69j&bMH!#eCH`%OT;XIjRSEit6tKt*>WVA*o z$IhhH99A-nihfqAc4Ai{D)c;Bs>TXE!d&qT(P*_?tw}2Y21VI;X9o6YzB2W>i&ah& zor~%aZkT`01UjRPGWM^n@HY;s$~!93?4LU=Phmd&2~^t(-8oniqWkclwdp^0Q+ncr z23oHYR7B?W)C=N8*2wx4TaRku@6V;5U%tOY&TN;4Nabwv&yLM3iWyM1gN<2Ljbdc1 z_Z##k()nSNYYc818~FV9Y_;n~rk{`-2lwXX75v;IJA-I@xj&g*zr$|77ftoH9L9N{ zOhT?v<1F9Xj{|ljLKk4I)J+rLM4P>kncTdLP^$uqlFjpLtg&7Pn{m#27DrO*R-Idw zxxxwrGHQh>k7XrHqSI3J52qU%b-E?QBOrK??eU_ggjT)BBv<`c&Zg#@jV&M91?}cd zyh>gFj<=?Xw`yOQP16heeS#?F>|H1$dAXx~dG&De!uy=cX0%V^nb%d8vzdjtDJXh=T(hGkvQ1U_BTS;DU#bY>W;HC9N*QS-f8r^`9J=bL9Ef3Q>OzuRt<-@a4D+*B#%#^R$9lnL*PmAaR zV05OtM`Csde9g5GUm`w9flqB1!JUUn$3!h{dz!Evt-PYv_8QBkmoA)is6p?~t`;vr zNgx^~_BtD3%Qrt4K^|9m=;(a*gO7{xa+M~=#ZnnfvfytR-nX|=8JoInD1Vawlvc7+(62<4mzZ)Bxk zUr-frGGnXWcy_OiT;ZSnKDY$<`0eC-xP4b#up52}r^PDt z3>PPIv1Y*0G?SVg46{RHz|^Nwsxu5_#-Ik^3gbbXDRSxuZ0H=@_XYs|Un3@8?V7Tv z;5~Oui1UZ_Az{k8*6B~Nv|etD)V|Pa7!w6I|H|x5{%74`na<~fWxxJvyb8&jLcB?J znXaraAn0VNhalU&pXv_~N44YTZXV1t#W|q2=@VCb^2Mss+7mM-E?4qD2=Ikh?EJfgYYc#HePSYl_y?&^=cC%r}vet}mUrv-4fE zZ=o9u@u@;MkqUN^%O}gz920EIa}isb-We_frEqE41wSW=;&ulw4v;s!8Am0~;YxI|?-(KJ#gCq)@a~ zyVtL;Bs&zx4?vL;Gd4)J;I@$e|5BYNFS`VL6Y&gOi*vZe(`aag`laSnAJ7+?x=RfE z!V;}~v#PW&N)3$HRm36DIMJsQH7+wj{h6#I+@TqtSiKc&JRkl6)8DY7pB87Nf-Y

     Click here for a description of the plot \n", "Histogram plot of the annual maximum daily precipitation in millimeters per day. The horizontal axis of the histogram represents the data's range via bins, while the vertical axis represents the frequency of occurrences within each interval by counting the number of data points that fall into each bin. \n", "By visually inspecting the histogram we get an impression of the shape, central tendency, and spread of the dataset. \n", - "The bin with the largest amount of occurrences shows 12 counts of annual maximum daily precipitation between 14 and 16 millimeters per day. \n", + "The bin with the largest amount of occurrences shows 12 counts of annual maximum daily precipitation between 20 and 22 millimeters per day. \n", "Bins that show at least one count range from 14 millimeters per day to 60 millimeters per day. \n", "" ] @@ -811,7 +811,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial4.ipynb b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial4.ipynb index 1139a8382..838771898 100644 --- a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial4.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial4.ipynb @@ -548,7 +548,7 @@ "source": [ "
    \n", " Click to see a description of the plot \n", - "Return levels versus return periods calculated from fitted GEV parameters and equal-spaced periods, log scaled on the x-axis. Hence, we can easily access the return level for an X-year event, e.g. 20 year-event corresponds to an annual maximum precipitation of 70 millimeters per day.\n", + "Return levels versus return periods calculated from fitted GEV parameters and equal-spaced periods, log scaled on the x-axis. Hence, we can easily access the return level for an X-year event, e.g. 200-year event corresponds to an annual maximum precipitation of 70 millimeters per day.\n", "
    " ] }, @@ -866,7 +866,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial5.ipynb b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial5.ipynb index 4173c3430..9a4bcbb75 100644 --- a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial5.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial5.ipynb @@ -559,36 +559,6 @@ "ax.set_ylabel(\"Density\")" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "execution": {} - }, - "outputs": [], - "source": [ - "data_periods = []\n", - "for ind, yr in enumerate(range(30,120,30)):\n", - " data_periods.append(data.iloc[yr-30:yr])\n", - "\n", - "fig, ax = plt.subplots()\n", - "x = np.linspace(-200, 600, 1000)\n", - "\n", - "for ind, yr in enumerate(range(30,120,30)):\n", - " shape_period, loc_period, scale_period = gev.fit(data_periods[ind].ssh.values, 0)\n", - " ax.plot(\n", - " x,\n", - " gev.pdf(x, shape_period, loc=loc_period, scale=scale_period),\n", - " c=colors[ind],\n", - " lw=3,\n", - " label=f\"{1901+yr}-{1930+yr}\"\n", - ")\n", - "\n", - "ax.legend()\n", - "ax.set_xlabel(\"Annual Maximum Sea Surface Height (mm)\")\n", - "ax.set_ylabel(\"Density\")" - ] - }, { "cell_type": "markdown", "metadata": { @@ -761,7 +731,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial6.ipynb b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial6.ipynb index 63ea50a4f..e00dde111 100644 --- a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial6.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial6.ipynb @@ -394,7 +394,7 @@ "# Section 1: Load CMIP6 Data\n", "\n", "\n", - "As in W2D1 (IPCC Physical Basis), you will be loading CMIP6 data from [Pangeo](https://pangeo.io/). In this way, you can access large amounts of climate model output that has been stored in the cloud. Here, we have already accessed the data of interest and collected it into a [.nc](https://en.wikipedia.org/wiki/NetCDF) file for you. However, the information on how to access this data directly is provided in the Resources section at the end of this notebook.\n", + "As in W1D5 and W2D1, you will be loading CMIP6 data from [Pangeo](https://pangeo.io/). In this way, you can access large amounts of climate model output that has been stored in the cloud. Here, we have already accessed the data of interest and collected it into a [.nc](https://en.wikipedia.org/wiki/NetCDF) file for you. However, the information on how to access this data directly is provided in the Resources section at the end of this notebook.\n", "\n", "You can learn more about CMIP, including additional methods to access CMIP data, through our [CMIP Resource Bank](https://github.com/neuromatch/climate-course-content/blob/main/tutorials/CMIP/CMIP_resource_bank.md) and the [CMIP website](https://wcrp-cmip.org/)." ] @@ -1413,7 +1413,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial8.ipynb b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial8.ipynb index 3779d3b4b..3f0902672 100644 --- a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial8.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial8.ipynb @@ -1196,7 +1196,7 @@ "source": [ "
    \n", " Click here for a detailed description of the plot.\n", - "Time series of the wet-bulb globe temperature in $\\degree$C in India, New Delhi for three scenarios and the historical period, overlaid by the 100-year return level of certain periods, as computed over 1950-2014 (dot-dashed), 2015-2050 (dashed), and 2070-2100 (dotted). In summary, the return levels increase over time, only the blue scenario (SSP1-2.6) keeps it at a temporally constant level at the end of the century, while the more severe scenarios still show rising return levels. The SSP5-8.5, often called the 'business-as-usual' scenario due to omitted implementation of policies, shows a return level of 36 $\\degree$C for 100-year events, 3 years more than the SSP2-4.5 scenario.\n", + "Time series of the wet-bulb globe temperature in $\\degree$C in India, New Delhi for three scenarios and the historical period, overlaid by the 100-year return level of certain periods, as computed over 1950-2014 (dot-dashed), 2015-2050 (dashed), and 2070-2100 (dotted). In summary, the return levels increase over time, only the blue scenario (SSP1-2.6) keeps it at a temporally constant level at the end of the century, while the more severe scenarios still show rising return levels. The SSP5-8.5, often called the 'business-as-usual' scenario due to omitted implementation of policies, shows a return level of 36 $\\degree$C for 100-year events, 3 degrees Celsius more than the SSP2-4.5 scenario.\n", "
    " ] }, @@ -1885,7 +1885,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb b/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb index 5f86753d1..bf515d62a 100644 --- a/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb +++ b/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial1.ipynb @@ -67,6 +67,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "pycharm": { "name": "#%%\n" } @@ -85,7 +86,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -113,7 +115,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -130,7 +133,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -194,7 +198,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -208,6 +213,7 @@ "metadata": { "cellView": "form", "editable": true, + "execution": {}, "slideshow": { "slide_type": "" }, @@ -231,7 +237,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -384,7 +391,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "#Load Dataset\n", @@ -413,7 +422,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "print(training_data.shape)" @@ -433,7 +444,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "training_data" @@ -463,7 +476,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "training_data.isnull().sum()" @@ -501,7 +516,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# Create a xarray dataset from the pandas dataframe\n", @@ -516,7 +533,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# create geoaxes\n", @@ -577,7 +596,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "def plot_spatial_distribution(data, col_name, c_label):\n", @@ -626,7 +647,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# to_remove solution\n", @@ -690,7 +713,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -820,7 +844,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial4.ipynb b/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial4.ipynb index 9fd2d6708..f98b840c2 100644 --- a/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial4.ipynb +++ b/tutorials/W2D4_AIandClimateChange/W2D4_Tutorial4.ipynb @@ -58,6 +58,7 @@ "cell_type": "code", "execution_count": null, "metadata": { + "execution": {}, "pycharm": { "name": "#%%\n" } @@ -81,7 +82,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -109,7 +111,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -126,7 +129,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -146,7 +150,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -175,7 +180,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -278,7 +284,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -342,7 +349,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -354,7 +362,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -374,7 +383,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -418,7 +428,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# Loading the new Spatial test data\n", @@ -443,7 +455,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# plot spatial distribution of temperature anomalies for 2015\n", @@ -473,7 +487,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "rf_regressor = RandomForestRegressor(random_state=42, n_estimators=80, max_depth=50)\n", @@ -497,7 +513,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "spatial_test_score = rf_regressor.score(spatial_test_data,spatial_test_target)\n", @@ -527,7 +545,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "def scatter_plot_predicted_vs_true(spatial_test_data, true_values):\n", @@ -570,7 +590,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# to_remove solution\n", @@ -616,7 +638,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -640,7 +663,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "execution": {} + }, "outputs": [], "source": [ "# to_remove explanation\n", @@ -659,7 +684,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "cellView": "form" + "cellView": "form", + "execution": {} }, "outputs": [], "source": [ @@ -725,7 +751,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial1.ipynb b/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial1.ipynb index ed9494954..662f6b88b 100644 --- a/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial1.ipynb +++ b/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial1.ipynb @@ -129,36 +129,6 @@ ")" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "cellView": "form", - "execution": {} - }, - "outputs": [], - "source": [ - "# @title Set random seed\n", - "\n", - "# @markdown Executing `set_seed(seed=seed)` you are setting the seed\n", - "\n", - "# Call `set_seed` function in the exercises to ensure reproducibility.\n", - "import random\n", - "import numpy as np\n", - "\n", - "def set_seed(seed=None):\n", - " if seed is None:\n", - " seed = np.random.choice(2 ** 32)\n", - " random.seed(seed)\n", - " np.random.seed(seed)\n", - " print(f'Random seed {seed} has been set.')\n", - "\n", - "# Set a global seed value for reproducibility\n", - "random_state = 42 # change 42 with any number you like\n", - "\n", - "set_seed(seed=random_state)" - ] - }, { "cell_type": "code", "execution_count": null, @@ -388,7 +358,7 @@ "execution": {} }, "source": [ - "

    W2D4_Tutorial1_climatebench_Scenario

    " + "

    W2D4_Tutorial1_climatebench_Scenario

    " ] }, { @@ -876,7 +846,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial4.ipynb b/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial4.ipynb index 767c431d7..6241ced77 100644 --- a/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial4.ipynb +++ b/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial4.ipynb @@ -422,7 +422,7 @@ "\n", "We will take our random forest model that was trained on data from the region in the blue box and see if it can work well using lat/lon locations that come from the red box. We already have the data from the blue box region loaded, so now we just need to load the data from the red box.\n", "\n", - "

    W2D4_Tutorial4_map

    " + "

    W2D4_Tutorial4_map

    " ] }, { @@ -753,7 +753,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial1.ipynb b/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial1.ipynb index 4343d0b17..498be4a53 100644 --- a/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial1.ipynb +++ b/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial1.ipynb @@ -129,36 +129,6 @@ ")" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "cellView": "form", - "execution": {} - }, - "outputs": [], - "source": [ - "# @title Set random seed\n", - "\n", - "# @markdown Executing `set_seed(seed=seed)` you are setting the seed\n", - "\n", - "# Call `set_seed` function in the exercises to ensure reproducibility.\n", - "import random\n", - "import numpy as np\n", - "\n", - "def set_seed(seed=None):\n", - " if seed is None:\n", - " seed = np.random.choice(2 ** 32)\n", - " random.seed(seed)\n", - " np.random.seed(seed)\n", - " print(f'Random seed {seed} has been set.')\n", - "\n", - "# Set a global seed value for reproducibility\n", - "random_state = 42 # change 42 with any number you like\n", - "\n", - "set_seed(seed=random_state)" - ] - }, { "cell_type": "code", "execution_count": null, @@ -388,7 +358,7 @@ "execution": {} }, "source": [ - "

    W2D4_Tutorial1_climatebench_Scenario

    " + "

    W2D4_Tutorial1_climatebench_Scenario

    " ] }, { @@ -836,7 +806,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial4.ipynb b/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial4.ipynb index 9b260f188..a2e02532e 100644 --- a/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial4.ipynb +++ b/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial4.ipynb @@ -422,7 +422,7 @@ "\n", "We will take our random forest model that was trained on data from the region in the blue box and see if it can work well using lat/lon locations that come from the red box. We already have the data from the blue box region loaded, so now we just need to load the data from the red box.\n", "\n", - "

    W2D4_Tutorial4_map

    " + "

    W2D4_Tutorial4_map

    " ] }, { @@ -710,7 +710,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4,

    )eFf&vm$Z4aAEoTY9&J=!c5^-(Oynm=raF>G} z&{cu^F6%ttFWyX`@h_tmGfcDtKXNO$YA1K%k9S*`JQt^V5|lBNff(Qhj%v3-&EkwZ zC*AxcTk98yYPGo{#VA01wr@v6vna`4R$Jtwom1_qq$>7Rmv3ImaImx>u4n-y>voHy3R|jP*?6^3V%&d`DJ4W^b0*O{#uJ6-PrPn^O0lLwA z?@3m#cBQxw5m63*wxHjJik!cW8s-ACYdB zc!cLBFP^eOo|xSIRbndB+PYhF4?BQ1=ndKMwDiK=1RNbR$l~s9-PQJAdU1})d8;Z3$Btaa+nBZRc4-{P+ zEUkKPTb^!gjG3Rn1Wu0LciS!UMk1RO+~QCH^k_u z1qVCw#c&I$W)m5^yYLmULI7oGK+M8bx-vc!_lqbdJumxvaNvrLbh_J-$2on#E}9cCJ+pvUnl`nz_Uojq|)tb?o45<-_M5x+aM}_pOAN&)HhrtMfEYS!^22%UaaDGakRK~Ls;d=%2 zJhb3Bk{WLDNa$M?{1})yBjRR4CDP zk@bpG+U*`-0r(-GC67!vk42}1qS@_7%bUS@QH%NRgKBaRxx5aad%#8>gIz%mBDd71 zcCC(QUusIcS}vN?CnoF+mZri>=R#&&EnPW#H)G67+uIi%s zHKecXqscsUf9PYe&G8h7}@Us{vsKBT2vC0GN2dsXGWd^=VjMTW7Y{2_Eyu;T88s846 zhp#@H^U%(#&a|cdc7tdcgSn{itxC*Znxf@_>r)pY%@aEe27cb;Bhw6L{`entQnRtS z-L}-SJoRiXE~3u(V!q;(z9eDgQwwF-tlcUnt6f%&CU?!>1-lWkL(H4(k7#;jwb$3H zQRrv~_1jwt5@BjzBIc&HjCDNR-ncM_Z(7;76gMa2@jb|-c^o&+Hx^#k)DG8v&zT^g z-AU3B4AYS%4N`{L*CNo&gCIQ4PCO*R0f{7(9%rNikmvC%-6JX~9)uJW6ic3$Kf}Yr z<tdt{dh10Rq@S#aUyf z$VIiHw#ld2_@c;eC;$CijT*PD4+xJqWym6@+_jxl^=1UU4O43O3auuGw3raH^k+`= zT4T(xZot}6BGt!mmRj0ILkLdhW@+Ion1l5A*m!$rcS`JUr(TcfTJ;W1_=PTR86B6H z9R1|3Ez{G`ROSEZd7tcpgluA8pTcu7zCxQn@O&|lth09-_;s{TF^Y(kv0dXRfrbK< z!kQ~zCC;4U)H+^5Cz_YGqvp75l>u@Jc7q3B$k$ZXI7k*!mko#gn{G!-)hh!jK17}X z3nU8{S3gKAADaBgKWw4)OVp&PVR-DE=h?fjPur#4=tla_W;yL{ zFiaV1qoqyqrsst^eG{Q)W`vgQ2~#-bNAHI`kDG^Uzt8E6v5td+g*qeeno|H&Dztse z{}2Fi2K^As{5oRAIA%AQGK{b4DC&3Zx1jG;IF=$MJ)*Q(A%jC9S_R?dP5au%>k~Or z(6lqC0=nre_1Nfmxw%NEnV@u*`*;In5*X`OLpwt>4oM9OfK8r%xOs&CDNI5mh00#x zFiUf+1g<}o4Sdguf26k*Y_vrr)<$}z5Cvi8Prscy&e*JLYBI=5?uplxNB^aH!fdHm zcf$bmB_cz*iRIN>u~v)WACQF_wCHK9M=GSr$Eh{gXr`^WGUgDhQ&^w*-d5u`#H#VM z?;_F@aXUpnTbZMQj+bK?ZUldg}GdEPeDoU;09tyr`^zfdT4gXaeH+9q_g<5wF`fpm}Auat+Oj zk{(dTd2EOocnet3@WGTzt?G)CB!cym9IyQohouQ-ZFKbgs45M-5K%qm6H(C={?S|sgSy7`;UCm|KnJxC84P-1=HFk)3( z>VwWefWa~xy!9=zU5HFpLgzeNF!?3B9`eGJvD)rnN>o!|k|$*dLeP-crB%4{K&bPvGqltJ|TxCd}-qKaG4 zs?%OZcHF68A?7wgl%xJC)B7oSQ=*~O$Il+uwcZrAuCu0JBPHbmb=+sX+D9s%*|gm? zs>Sw|;mvo;IV^%f|1kl`L`L7e&3b%$y)9~~|3ZB(vdNbFpoKb5{%+G-h+S*$2COf0 z^3~LG%xHSD`V$?i7*HqFSY7SpHEn&cs~y=|j)29`vO;BlNVP24EaaJsSZ7H+~)@`wkIcgz0cYT)LJKU4x)O6%?ch+Fer;nG? zIMs7HnZWsZjo{SPxrE1sQ|V~ACb9FcbJ=kT{gvn0F_InCPfy{n2Jcz&V{g`YGzY~>p*eD0F)Y~)-flKuzf&J1w9~ZZ#q0hDyA63=wjHTlZ>Ns1l#BJ7I0L5JWoM# zvgMl)?ijhv{nA;(Rn+ThNI5`}B->w@X8JH0u&-M>EHjPI{~&$z$U>C0Tw?8!FF-^F zW+ujOUt$)rGuGqI0UCE)oJa}*StKa{Dud|2Q&4ZEo>YF3hF=_L&s$ViT$pa-d7Q^# z)jv5g-^-}O*&i=c&2t*bv1C7I!;-kU6z3e7-p~aK%b4M5QPFfJXs6^h*Da@Q`CPdX&q=7wk4sg1ma3`(i5{0zF<3#zMlZ=m&|MYkA}htWSs1!13y#;Cx7S^x z3(>v%f4_V2zhr;1KQ)Jg-r1Y=g(4RRw?}fy0ja~tON};gaL3DH>YtAO7bq@9PJLy6yH4 z=UizPC}vZapl_uHD~m%j=zBsc68JW-M#M0LiAtEb3B%m9t53F1enVa2m=X5VwLWf- ze|t2s?DB>8b)7oJrt8Eu@56_k1=qd5?!Z!xU&<*5s1@E)xmobKGoV&FF^@1B*qZ|Z zP(NqBhD@eSH&}reK^fd*?4TwvA&n6sGR7veur@3R32ozgm(R(s{K8>;W|}{54B!-$ z*XgBj?pGs8vSBkF>z7 zc=OSxJ>F+&D2Vpz(ETQ>jP0Kv4e|9gTJMr;ro)exH(P^Dn~J1z5t=WKxx{`z1$8w>8U9whM3Sg?phr(_ri0H55%znT~{43bTXhm zp@{-;q+@=Vst~bbj~KYYl}lLuByd!e7Wn{bvt)U;^TYk=;1iEag%}56`TG+Rj@Ify z(EwF4yvpl5L|E@L1#)8WDkcLoQ;W6cO?L%oiXv}nc20V5NMa~cN!$ofCRVNNj(KCS&BYyc^-*uZ&pdx;1ABY|tW$#Mp!{B-YaUdx|p zK2JMqh9PT(Y&G`;-i{vaLFGzto=$MPpPIgAyYJR8Ok+rhb+C-;eXbn8z#BL7_m`g& zG-CidJ6znO0vutT#Q;Lnc4hP-W!2+V8B>ByVFzJka4T*uH!rHItEU}r4Jqh?{H>k^ z7|&wx@tQN&Nlgl>x)qdRKzrb8V*Shv2Jm6uikE>d&%E}HGR$YAb#ibnVV(!Z+*D#M zl7J_%=$^J0Z}M;k_bLiofPH(mJ*=c^>VlU1h?5lJ=L&jfr~C9hftO;pL`Zs^DT3M< znrJWRpuO|9QJo)9eHf_YjU6a!LkZ0L-(pF(`*JplG~T~j4n0nf`P)`JPhaAWy5v0E zO=q@`H11umejphYH!=SmQc~sf+(2t7qRHVCA7M^ zmW$*B)4AKYbjNAiCFgDH`^qmE;#H(7bV+#QX3uO&R@$1~U2M&comGm9hW0g%HeHsl zVbgAIId+s&*POXNuM^v})#$VB%BW&H_DC{2C`Bu5ig;YyC6Sq}H2HU{|TOys~=k+?tkC}_uzy@nBeLn4dJFKd!lduD*tL-mmQZ7`c)IkVLFOrl~&2);wj?N>~ZlFK$9#z z3?RZ*?_5n}nV{!jU%*kBM^_POgdeqJrleP9I`e{Uu{yR)T%=x2zO$p7KYT&x`n&l! z?TqJT?dYgY)8%t5x|NYjSeozR+a?aO-6lV%Sf+ic``i*3zz49c-1G5Ye_c?Q<0h~< zr4@+9_!=l4fqs3`=4-f7-b&%)W{{38mjE3=crVVfkmzPqoWI^Hvw({SY}p=8?4#8! zJ?`eygQDX0#-zKgP>vq$ymUvTKA0& zAS8fkTV&mg<;CauM@5it$^M|hYPoq~B`glEdtqibg6XIH)52*hwZSz{?mCxal$p|k zfqt$^eK1O;-TXQ}J-_rGsQyE^h{HuYv%cu~MVb5fgL-Ym4mO;BWowE32VZ*VA$X(v zGM(n@*1X=2C?%ds2&~bcFMYVm@~5u6l^su8M}vCzwN+Xtu@-9_ZVtLD=-927#J#=w zL$k)Fr$w!-tQZnV5u|l>b#L4=K*k4%)a5A!kwRSxKyd=37|m-sImbCf_W!%Sv zHXXR@Y#dBzT^;T;ul9T$-Ixsj59;EFP<VCjCCUOgqYrDaX`| znlnyWhc#Wq;ntXu?GJd`jaKuPNR;$pnR+QA3POHc?Lw1IfIb(qhaYAvOPn_EGi*Fr z?8=8M`zg+im151KURj+@1u5M51r7B^H<+Nyqs?Vc?zuXBD?zwnM181w0;5C*nVp2? z7Q}zCyerguPp1ZIBI578wJy8qFlJ>LJ>07^qH@Q2?IXfx&q_zb3`6))wK2fzC0!pA z?Y22u6BYAhPYGL32|W%BUu{6+yCgq^@2UjiY!V-iJtIQK$85Crcb+@L0ld+^-gI=ofLUn$g-2#?z9OT*XdD^!JF>C3# z5gg~W9zBWw@sjTtNs^L2(D%K9Sy|QVVao9WpWbfHR)O+3^|ddike_4rdp~(}lSnqE zt}UPk!y#djx%l8Nske@xxU@?>6Q(u8Xo-Cq(sDXcRu;#SHlSOS(eG^ z>3}TiZ{NP1G|V}3QpW3GJVsQ9PtR#*U^YF&~xtMh%IK`W{$%w&+6ptXlH`O5GqQJv%lctH=ZX3{o zCV%t1TLp>YuT}mM1C{sv_==&!-2@(q&HPw0_1d12GLZCBQtc>%ap=ROG7RAo0mNf) zB|e1qT?!|!Uz?QHsR883gHeXg5CU1AGw9ptJd8OWOstT%i%M7(P@X2lINLR*W0&BN zkq8fqcmbZACfgpUvFbTzcI)8v$6WJZ{6Hr{Vv3K{{k#dwd;_3w0t$myr>dM%bGplY zKEK6g+*OQjujZ9-h%(BzREzMAwE&(Xs$XWpsQnLt)IN=kN*`@RiPcLJ*=)qj$lgE# z6xvZtEc}<0u|%xGz6J5ZELE;vNEH3ow1-Wud*pc|x)eC0KOgEBw>EzqdvdtDyxTcQ znMY$zt@;Ig)Ij~86qkG~n4Sb$f)ohdOZh!Dp))ZSGq-yIp;T=_y|=&B$bNrNR^rha zEwXJpKHE42w`)~anUMyzOr;e!G1d}|_;*B6c@ttOXnQFYW~>PUJAWZxW>H;0*Q?}+ zoMq=-WKi%T)$zzp2@`m{&a3>@!6hPN)ZYEhgG3qgF|85;Ph(oqv-vrZ)>IeFb(Vj!I)i`j1T; z$fD|>^ybIXPaKp>R{;QPll6l812+Bi5w&JBS3W3P^=^s)b7r>(QcgiO)- zxo*RuteiX6^yi4bVhmWQ!`kf}I8iC_?U;!%M~Syt2SSM@^Hc5AoyZS!bN4(Tq~`~N z0ej!(Km@>4B5jRNt?Z2zg~uGIbk;Ehz+r|AdRH9jyxi(=QVls|c5so3)qSFM9q3);)WMG4W*Z%0!( zrBqkY%GHQUXN5h7-|M(Pv=jwVB<5;H0+kt{WP{_9KeLl`XMcv=$yIWQ1Wfkze@2`h zdfHuDLN36rFPg@cI^xL5#7e2Q=NFm~+SD{~4Xu!0ClR2ilxBM13JfQZ7SREh%06x z-->gfO+wK^)j<%stO(|ds;%Zv)!*=-rX<1HizXDFG-8ap)Af$_iKQnzo|yp;*B8gj zcFt|pe{`UI@n`#JD-VG3HoJc@%wqt^wCI~>^PfC_*}tEwtOS^nO9dd}NiHvRmb%sC zpXe7b zka0CfkFfc4sFs|@$#q_Lxvl;8@RX|xj+KRUx1_>PhfttjU1i7d5-kSmRnRGm%^Yj} zNyY-|FoF=w5Q(~aEFd%{kET8qIa-{o%UwYJY~|wirdgjVqUG^_1R* z1S>~#k2X|_z)6f#WXq5aDM@@PD0Goi_>z(oEkHo9eIpS-{xsAlt~}IS2pHYN^!51A z^5>8CBwED($dA)vD6@~>==$VyL_X<`tvvV1M|}xH$BcBMi8?z)G^d7^kl(sV<~~^Z zOEDG>Ws1Rq7(Ir6k@PQ9tLu5K4~l$u54Y{aHrz}+J*SEZoM6eGem@Ykx2@iWc0_Kw zp&YODw*#m`MI#0K6RXUdpIXzjby=!oB($An4wDLirvt(F1Wo!{QcVznXV2t+m&-Kt| zIzQ_ly3DjbDcRQRe)A{(-KxvxcIZG+xs^&}_2k@dTFK5%M80rfUeSCcTbNTt@89*K z{o4#HU@I5>lN|CxUYgc@?W_Nb+SzGtR}d%TUx%5r&&t$+(2Al|DqLwoxAmOeGQGY&nX9!fgGmsT2dGHp5?9%gWD5+m zV4*yky`sIRpI9k#B_88=gHs46dqGLZfGXs%qTfbGPtiSRX-p)jL>lpb&xLOOL-CYy4<`4RP8Y349)s^5{O&1n^3_xY z#%JZYbK^oXnaob{A2r`2kt#x%Nwp;W7_UdJSRn@*6ZXR!G%8=K6l9m!vYpwUby=R! zSYG1`qN2I3H!JU_UjH^&#>M{ul>(qb)5XPR4l}^fJdcS31K&gxz`kLeVx&yJTFi@g zZHQ#a8`$wu^g7J#0ks1+HkP<}8RehD9E< zCti*J`|rtcKDllF@4u2msgJFQe;>_Y4PGS5B<7LeM-!7tF{~$xfqhK=u>DGL?Vv9Q zB?w$fcpNN?N8(Rwt_r!pPuVEBf08eicfLT3sJH@dq`$I1<`7pnlZ(tVny;%xXdtY0 z4LO1w(t*OvbnwWb!4W0;O*m-6%as(i08_cz70}uZ-4nR)F!d(!Rsj7`C)f zEnRK7Yvio5fpeO+sI-sN5?7)zW&w3? zKov6JVxo_2|3%8XMuM@u&JHKy!+fq3CkRXP0l54C1uFYu(QF!aXNpJUcs$X=8Ke0_ zZ>TzuOz5V5#YQb|Q{72+T6}k8fAn@`sQtH$QiCK;^Rm!7lfje|$&cLq7bq5M%E0&F z1f@Rum6KV(N1-72$bu1B87wWfIcBhpOI>5nOG&CMvl?%4Skbfdwn(NJGVmK@%HOB5 zO_h9jJ3-q^h2-*{+U#pw^iaDNGE6csm4U|ue4QAYe=#(Dq&X^>5o%E{4zz@SDe~0r zed?75pXBZ9*&TFOW3}?Wv~WH|H;`&D1mYk1O!?06QC{(-^b3zJhB3DErQgk`pLQTJ z>Ltw+y1s_WVdi60VgRxQ@KTKU7qC*HR>DSRkO955#(Z!$5EE{Ql*K8o$r{8n=l%Ue zOd$Ng<3HoPp=Z=AW4b`KXsiPglf*Y)5wfp}q#<35_)zp@w!>%IG!gD{?|ov^wvxag>-0u8utNkWLC=H9az?^bBp# zT7Pi<(UwjrfIOZ4pmi$KeAul(Nr@F8EZDw(HUc3%x%RBn4#2Jp&0*a58a~SZzyq~N z2cf>&HhlFL51L(I|Hl9%twj=Xb?oq6asicSpw*((Q9u>|e&q9!1~Y(a2;hL5 zFf^Gt5TqCm>xEI}sqj&%3`@-H22UUdtG*3GRO^cTQSTEo~NpJLNsT`k_zu zPZwllh%!={?3hftH%lc$XkN2ww~q6KNZ?D@~AriK^iFN2@vT#Qn+N)`!2he{3Guli7{)ZtIJSBW%3?E_#41 zmfgxfyBocz-Eg+~4+W z@ikm5BC^UU-u$T&C)kL??45qK#9_AkYxw4K6A1_0(eeO5*y=4bDP&FUw6(1l z!At-g+sh)>u!N0Rv2Sc35WPZ1@tn$&4kd2h{J8{cMl4lNO66-_Dulsvx@X=JAxh}M zMJM&dOSPYs#l9wvuae>+{RU}lzNH>pw3M;4>1H2;pwB&Q7Tb8zqVnG|fqmGsp+5Kg zGab$bpzC?ghFGC#2%CVif3l14e6a=`^rnZq{6o>1kl%6Hh&yf$Ktpl{8xuP|-zEyIfQS-5kwaeLBPS+&h$l=KfqX$LQe z82z6Cj7xc*owsSu;v)=9o$bKMx-SPlk^`W!z3$dO-N1gRv`0ypY+u$M1_)GaGk3CG zW7xjr8Bn?4(0;5XMc6SbJC!s|DQYaM>wJom*c+1Rkr6m=-6${n4g3NQZRxe)gYzioi zmWyw2!q8EI@QH}B!R7=Re|BpfFeN(8q59b|M~S_ue6!HNY`%+vkL6DLGt%DX@yi)TTq$EI()E_QYE?Vocvf(U-14pZ9l!PQFzacZl&ARURES4P$WR}6wXQk>Kk8@ zZOlv*ipjBQS3Cw4gJTHJI%>s-_BwAQL#U(Hy1OZ|cAFfxS^mMWOjTeb3n3jP#Su%j z-nd|+h61y~twe>{&`CBNp-UIQ_T}FGFp%fxott}Q6u}yQSiv$fH*e z<||XUU95F_(-Ix1Ls<$tR)Hy&1M2#ntF}-T<9`J%R-rE@W&qK7&7?L!hnUrgM&QeZ zgqzBag=)()H!zs#Om0H=Ln@T-mF%Oz!%F!1lj#D5iyIo)R^FG78MXX3v9+d-GV`0z znfDLTv}c|?PI)1Fxj82B@K?0Ay6NrH^xA>I2@$UUJ;1@Z_{r-}hN4IZ`RxdcgKh&x z41&=i-Iys2wh@L@jP~0Kw7H3?JE+i}cjaCiTq4}q#yRR-AJ{3a0!Gx{s$M`lsPNYg zn2vzE)$|msx%Oqd7P^|cRZ`DcK>8d~$hwV2%@+f)YzXc60ol7yfALzeIM9QSh=oy- zPG3F30vf!*f4{;18_IcmUj=!uLSxy@K7Eq#_Sjxs=f>ufUU4?L@U>b5DWj)pmrX&J zAZoHmvz7rd9qOqlZ~7D{=8~U`ZuNqjVm2zwHye(0?D@>n4Q?;JAF#MY!f5P<(>ER8 z4|8J20mbQ(VoM?;>cgwtJb*fDa^?M1C4or8!C4hQ$Jf@Z;f%2}=l-g==tLA$e?l^m z`P=+`O;fypvM{V_ZB;kYBQ|zu8p>r)gK`TA!srgm((Dp`Z^sK;mwO*<5H05*YDP6jixcnHNiM5$SYGi+ec>*TK; z#{Sor;(T)-AXzRwbD5gka`<^E*8Vm_`8n`zhomM4V_H+6lqmyd$euda=mMA)y&o9B z6e&7LVT4_Jpd)R5*+qfAif7)}$im*ai9g_cxwDA+*c zGYCB7v|Sb8`zK|g1P=DcLTV`wu9Scyka{nf$NN|m3(M@o47TUE9 z4o}w(Mkvak7V6vrCE9BUYM%YZs4F?TsXdDTCss$yRc`({a-{viCX5cx=jhDw0J!v8 z#q~@3 zemsD#yE2b;Py0PwWS=m+%lEbULMQTemGj94|0~mO3za2jfeK@_ z@CO4BC8xRUe7ug6DtLeL60`;e(`Ng=U-jRj-0c6EtlWKyRLk#Is7XRMXhKIog%L}; z$SU}>36hL4oq&Siv3JN}!X{&AZy%Fib26hve%V9i*W?P&*A{yp090_V=s)GL#{GM| z(Bb*l#qRQt49p5mS4AfO+D>Sixgc8H_tK66EbRN~R*SjHuhzTU-i-vf zGug-ol%dfexWvua*@$8;N-lenF2L4{r0wA5=yNzlFH4;c{5FF+lx@MoB*o-`tr$LMe#cc%4ezh^{9Ke#iq!u_ww(PC?ur;Anl{@Vit2+)cHEpTW&gf3WZ z{?$^ko+7JZnO(K!V4t2L;l)kHI=*lixW=()g7&^6z`V0CC^5__h#%B@5qPc2V;y7%FG1es*5Ul za4FNEDzBe#Grfy#JAJaziuW-H048CmUYn=V9yEyC&}p|tTxM2^vnT*HCN1AQ+i-9{ z_*?1V>Rx;T)Tp}rN~6%7Fq&rdEgsAHV#;V@7`xebP~-JsIg4~ftHiEy z4BOulRCWd@x}zP_hEP2d0n*BsB4iHrTHmhj3cj=@K;E3VW&aip)>5?OCY(in$?W3k z={Yqs^K5K!Q3@pBrm0c_dLq`u%rWr2@vl>RLxO@Ck#f=~2!q*pAScd{hm(({T}5qC znsD4Oo2#m+*V~ zYijZ{aIF|fQGL*DX#+Z{jNXb#D(}f2bLf@;)NNTs1rO~`-;2S(G*@`lb4dV^AmP`; zv(Iok)!YDGBXH&$KJ|;R!UAGF>5GrUl;U^gSoJ1KSPZ4T$=0k&>x|$Dqu#9{uXkV3 zq#{NSS6hY)S=^+r524K)on2C94lNQTlbXr707$8gVTB-;Fq`|cx+O&{D-%J?Ol;J7 z`93%=NE7|vd@^PK^SQxh2HO2P`bCrB)z<_X-Vq;B>8_ZVZD2qP$5i2!r-j@gu0h@} z&KddIeYUcxAt^)YVqFENRRS|?S6UVp2*`i`&20nW!Qhto0QLpACE)$Z!R-pD{5qQl z2Jk6joh*)cmiTmmd@M|71Z)l957R)=K;tT#+eFTTBUG)&IBRGPaZurmf>59MR#~CL zNCK_mvXVFxG1}Fg7ZIeY7b8pVA3T#zJ}GmYcn`d#7>%5=^(OJl*pqm6u|oE~uy&jg z)4GPXf9}T2P!k9*EsOKg;(SAMB%|krFz{8MY`jX#D0X_H9ky}iKDVSa463BfvI&7w zq)P?#o2cW%S;rFdZSyc?l61~@9zcL#MWOH?skC;h^4HDpfA+1ba% zzxDS^oX>U8T8daBMTDPq(BitD#vvj_h673+vCP~U@YaW$EzcXFytP>2D9fjz6I=Dt zO^A-*haxOmxc@=eTSsNteci$+CEeW$h=g=Eh)8#LcXtcYNJ}?JH%ON>NO!kzOGtN~ z&GY=mIq!SMdB5)ul%Zq5xc9ZLz1Es*t~nV(B~`wZx05eDyxz-ivh*9O`rxhhPl+ROJDP0y_NGx+%( zB*m?$RoANONERzpVeN~dpN0y@>8Ox0+5pTBvgo-85rg1hk@$v^P83USk4trlHCl70*y5$(Ucx{N zOIzJ|XGBC6^t*2_t3-iphor_k&}S~1H8uXC_C`MF!cJ#8s6{qRtOT#nQG=?! zrFp+HU)>rzY-sUaDNAXr=!Ibj$!|WG4$7^V0ADy%Tws8P_7^i;ZE2AxxPF7H$mk5^*O_ zU1rWi6NkFCki1ImbubtGP!}X9uo9m8^RmG6khdxV0BwcSS!uX}K))V`$It}WmwCcs z4KDxiE_D%CH1HP`s*}n}HL296A?;$_!RS#IOnj}ym}~zIK+~D$^x($t$Uwbm$1!Y* z7k>e6+}r`ma!SCK0%Wq}`X6EHvd*Gg37KZxJk9}~*S{ml{@>`c+kPZzkg`jsLGk;> zSTGm+2S!|vgvIm5U+D;lDgZR01`4^p}WyyBbGPgj~DedB^?IdvAC-qLnc zDc2V;kJN(uzD^{MAN_8P6m{&0{&5xKsJjoJJU$LUi?_eoUA-rSv%E4Gia7lm(HH+U zcuQSO(|lcNrP%T%)r{*v=}v>(4~x{m0AXtA7jXsmneW*0wqAh3+aEmPY&U&MI*7WG z%AgOttHYDO&UBexe1a2wpiOtx#&(VFphIVr~;HqWcQy36{PUMZ7I3=acK#^Tx zs=k8}`VvgWE@HC3Q{rG>`_P>F&;=&H`A3;H^rhJXF4!ve6yc{V`v7RQjy+5$qhHfE z%#UiFKYH4Ev>Y!m@%znvu^C?FR?+@d<~OCu&Lg-au>!x(<-VqRSZZ!ssEoI)3>*@_18B14b*2k8U?NDS z#736bZ+VFoWuDIE6ZRaxTTC zmVWv6<<}?g^d9+_OH~Bdj)Kt#o^)DPdyXf&*f^CO68~Jjt&QtO^EAk_2RT5diLzC( zHx>oVxk)9^!vT}xM7CGh;>8b=<_vZEzTdwoV?V)Y0S4Gt_t%}zOI5e0u%kM*-9K2! zc4)$%TMI|t?~S9Zyi zzC;iDq%s5E+g(>tfh;sCcoi;@&~34QKQUCKWu7w}@5Eu11AQXg6iXAEZ&==gcoU0* z$>>TqJd43PaK`YA!wr+vC2nPQ}Yi27;yxNhPjibKfXK-eGQA9Ek zOT8%)D3`JmDn{4$dZho;Q6L_bxJU2hDmMxAaIM*d*!K2O6NZ7UwlLDEvo>PpUN)Kc z+WWu%3_(0Vx-mRCP{jwjvPP91(YL8C8vJA0UkOPoz=z%oPcq!rKdYTIQB<>3(kiGK ztz4IPWR=$ly-`$QCqeyoEk*P09hjI%ej*PXK=@BcvtXoUzZn2d} z4%X}V@tg#%-n^a-nVA;rx{!7XwqyyH;^}(`;iBi#CuFKd_x1?jJO!+_8E>6vOiL`} zryej}NEkPz-?x^$Rj>AsDzALoC{n^z^UeYcNw+8w^$}}cUQa785QM74Wo0zwBSGUW31Qjdhcm+Zcu6LOvom58!( z0%Ig@#xfl}v7Ruar_-?Y&XDJjuKek&OWwmgd@B!=np zeFAYU#20gvA4(7C$n`=*jOQIcn`jzt1;b4#7fR0Tm*U@Fl0ykT zZXi7Vky~xgcEaOdGSqqU*jvi%B|>7jW=ib{j{;mytri@_GT0GCEHEz>VLnYDC<+$| z+st6k%2wa`l3XA`j{Xl~f>c?AG5)_vJhth)|JTY-Rg-TwLo_Q3#~@N=Is`m>0({c3 zojAKvup?&%3D=-~UVkchG*6`4hnyF2)a8GtMUw1P!e2=agnIs<*zo^8U%pA?$S8ey z;H=u7^twixl}(q_GX?KX&-jzpy=mmCQ(Nz+?Y0D`X1VR0U(WX9vpiLQ*s=2f8_&A= zQtBV7!pG+!)($*D*}|9dU$V;ey9n_c_Fw6Lcyv$|=E?@a1o39A%VLIc`42(?NpC5@ zWM2epeqck>53jrN!8+3FZyVpmjos;QueA{{D%kbQB6Ym)qJuQe`tJK*HDO1XxcN^0 z_fC+kzTAFkIsr&<)CtH(?DwnEE7UHc$c#|M#0b4oK>oLcI3-W~I)Sri$i+hs{Vu5y zOghJ|_{Zo(D`Toy=16-8W6DCwwq)h(z#hIt0kTp>z;_aKHQ3n88o4)w5kUF?O za&Xo3EZsA<4Xnn#1PkW%cM#yDT~L8UoG>I>J5Z~J_C7HMMkLfQabkTP%!Hh&(Hh9J zz`XnHADx5EMC7S#-suq`XZ=nF%MTl@4Dn}15RdjFkHwcZ1iTem4vv6>eMi@Ds)qB_ zlfOz+Z(wA(limf)!>i+qNz}7Ct~oyb{|LAh?x46EQtWAE8R$GU!FCuo{Hye3xG=<(;`Sp9p61%`v`n{o#F<-L!@f9Oy+n(w&bJn zXV#WGJCKR_iaLq2_u9a;LMC#cwG>iu+93D9kR+?qykP|X+#G0#u5x;k6}X0w8Sk%X zO_70%@=%_0?1H~PC6<){DVVqj5SnA*X&Y(=8+L*r-2W5QxOs~{`p;HK87p3e?qLcJ zp>?t1%>cix@BVwdZPFn9;hii-eD9Ndn7KX%fLHlFnyu|@tT7mD1qa!f!>UdL#Kk3$ z){5n(IFviICl1tvNVb~=w1@(|qPx@H0hlu(N*bC;lyBpK7qdh_XACmm=zn%-IA>Ly zo;r1&XOuWNCba^p|Jf;mB?1$q(WXtXJ~MDE1B!-h&e(@vbg*eI&%UC4EJZQkEJLur zDSwjpY+H$0W2Ep$H@q2ix7Rmoc~K0INCiqj`sH~^VlKh3CWYZvDd*T_F8~< zSwS1I-r=EX1k~R*1H6J=N_rmQ4`_cO=K~g*M_!qk_Huo*HIo`$J_%Zl0HJm)JW6a> zT5k0xY1wOX&WY%e4*>I9g|qh5v|#u|g9#vHhbdY-W(QXM#8e!P8}zv1P*GOfx(6Gc z7|Cq=FUa$|N{=6*ZGHWsBd+erGW?p-DH8*uAL;uh))-UfnsT4z#eD-$W=6>I@_%b{ zB^q02=J=P;T;m*-5y0+Yt}KW3Z%M-e>!L1}V=nRLJ6yqG-}c!G-OdO2!%Yx^MY=6} z^$iahZted65Dn`T9b3}>*-gFVkkHC`quTeB)y50#y4tS)-(^s*CndMjC?}=yP5T(+?A^r@_m0yzri`B# zZ@DBzVH>PM6fANc-4RwWb6zL99s4wMnovGr#+o>cF#7GA{LapnqxQ64QwRa%uew5i zqc*>DOV~p22=;s@@-m8yXO)U=++=s4RRF6W6W%f}wTLm?sxqR$E%g<9@GDr+`|C8p zf@{6-SVyJWYWf$f!wd9o(q;u7j$LV)Xg+2rz<7i{M;>OZpER9amPM_ha%H;xlK*{b zJx8x7berzb7qm)=!Djd`XFbK&(qDE{N+LwQjGhyQ2`*dyKDJ;qkzpa5{>VLzzg<(- z?v@qciKHSnH_mnAh+VD0M9KHa1X;YT7*>=}^kNr2h?Zcn$?!73d zAON;LzkmORlGoCba;-N<08e1xH_}~^y_)@~pKVdn>+^0=J$IVb%z^sxS%}VErcbrd z0Nc!m&S*q9XPXGkG0Z!*iW)hiveCsWtmX-&BR`2Zz3>!nb7h))8DjikBPNwXpn#fgFFxFgxCxsX7%+VdC5?8>cwcNXjhCGH2O(iB;nb#5G zYO4;P!aAk!)}lx9+>A(>&AglKXiup*&0NBjVH`I2Ys2Y^fHE3*L43wdbHQ7Ls3|`w zFwM@9ryov*i*Ni#%poa8fT#SuKzw#yoKPMCJ4p+yFnTl7-ZVYKUYlZdM~~XDf=J$k ze#4TNw-*=j4zT-t0o>hs#QuK&_3IZ69o<$hp5E_Ly$9McfjfFtE5|fE@Qjjj<=H;u zx5Rz4dlPO>!ko(`m3}fVl$5{E%myWIp_^nQY%uj;17_BIAcHZN_-b%fu z`GZd6evq5rD@I8RVz!Yuw837VM56L*HY zEwgiSv?`^d^JdA7EW4y4R){>bGy5$gZ-mOwPJB{^n6iKP=X@Vse;{=-t=+*%C_%A= z+%!A?8OW~(p-&3s%{rqX44XP@I*5J-VJ8%7x6mCpVg5Uq$oA8?z>c;ur$FA_YWg%e}*9uD;756 zJ*EVdUA8gfr4;x7%plP1rOUNMGp=dLEPM- z4$Ki_6AqynDfky#1ulu{O|JSwxOFp|Q`j?P1~Y$x5Y}kcM>Qg@|Dg>{4o=kT=-N7I zF31???MseFNctBeUtR(3YIIj}>C{Wy54b@Rrhm4UO3BY7B=f`37!F?{BHx~e=s!mu zVKpnCv~)6)Kd`NT>wV9A)H+4Q)d&p4z4$JhAesA^gxdib< zA8xkz>m|P7>4kVn>+&ShQhs_<>|ibp<4t?6fCATc7>A6=0}3)t%~T5;8!Q#8FErSw zXM+>*2e;Qu@X?v%gfc$rc?zXX7Tbo2jOkK`zY*RE`q^pb5lZ@?O5UTU`x0SHb~t4f zt0fyo2EiJk6*Z zb3@H8`j`LU?;RAw7jl>cAMqKPvlY1#@f;vytk4vDFC{Lh$?DmKYyh z#t{aF>-+W`-Cv>dDsuz%I(NktRy}0M2Gje=aT&cXLzR?_ymUEE12w}Zr-ZJ4-pOt7 zQYW`}sDAPJ6Ga+V1N_n>V-id3JWAMHSRC?`s{uvS-yU(TX(bG5-f_&UuPF{rtfXKTej?ttLyXz%L$%iNUre*{y7{y?$Ay4Ph$~GL2;10k;4pdh|_`JF>umx z0G5`iX=z3#%{9Z%v>iolZNBLtA`V~#X4iW1@qU~4uo1eg{f-x3&-+AdG@To|XAz4Z z$Y}CsUOn?wp2Y;~>gs?GR;Krfek>V(n#A>7M<^=^{boH{$o zhVY$1P!VIQygT}Z*wz{JbZ|vKk+LT4QUrLVO( z*qf^!n$CNfoKIgcg7o~H+cE$2EvX)#oX*gc7+e?~70v3%k1Hr-(;%{s2xxk52#m7u zWRSTpOEXc@&SGwq@$^bn+U$Jj?G^QtQ=YAMnR~Pid305svrp6^BQv~ef0J(ITIe5NVpz4qvXfMN^1ET$T5w$^#;k9oLjl^`PpM;M&o+yG`M(Gzgm8-yqG9{;=4 zaXVA#N<@4QjCWbd{O*~dlnSIbKsu7%=Lv~W)APaUSR?amYTyv_1IM`;ZP)SO+V_=U zYO9(jBdXHpuNB|p^%hj?NgvT`E_9fUI0z^MoYfp>{aisA@cnZxjdCNMd*vlRY8J0F z6Wy!)>V~Gv<^k=6tAiJFq-yuo6r8hiZn>kKAZOvuBTke~uJL-ZO~Gmoy0wd|t`vTv zF*Yr3q7@$rsZ;osYJBL~Jr>M}--3b`fDzQPdaN{yZN<%ECi{NYO5jau$M+OM9Mp1z zkiM^?MqRla&P$%35^+k>d>S8;bj{HtKiW4fH?G(+A2*Vrl5%%qG2W-xH(vSG)|_h2 zKJ1Bs(#mybBn9qs;mi>HUG(vzct}x^1^(CVm*)hA$jYBo9q5^Y^B$Sgk2Q{mb~~_m zMGIq=Rs+miF_iy4wMF|iM+*v^A-&$Hph*5ck@I1+qvG~A^W#25aD52v5vw1yvFuDc8^WQ8(1jJ=!QS0ieQ9i5bdISO2cR#89<`7LWG1wNjqo|H$tvX=~i+8aD zH)KDO=rtxGH;|FE5ZS^v)4Du9U`rc=7^DP=uwM$G5Gl4Prz$yL?$E_2;1fn`k^5`v z_F$_iT8`JY!qppEJPw&2H)GHBZdd<#kG(L z**FvGSrW>zCM=zzy9Ej)>QaxtQXku|OR|Juz*|M?&HM9<9sGD{7@Ejo_MDZ+!P;T2 zyXhf$D|}uSB0^f$gFqZ&q>*xGJvMW0f)m&=jE@p-2JbaojKr@J|m z{8kkJF+v+9d<*JE2YQEWj^eP}+{VjB^TkDMG?a5s1~jzpmW7PB`wQoD{NJ*Q`XNY$ zEW7X0Il{CAIs$WxQGij+3=+`%Y*44vSv43P1+o_uOgd|2)G__Vx3`>O<&St2@FchjDJumO)XJ94xG~K zHJ$0BMLaD-)F?P(2)$L*)4|BH$R>#QQ7|7*`98sNnRuk=S0Db#iDc$&^n|?9J2>iS zeZolURm-9+JLV)Ia1l8Z##J8f&sCZMy5!0DdP!-;=EaJ()#02znlYb}V}}R?H{~xA#@Xh3l(vuen;UpBU!gGd z6^I7S?f8x7lI086Whdl66x>@Abq@ToxhlwBw>jH%Z92JasZ7SWwOcxb7IoB-2+){1 z)o8bWkHnbeKWP4Gp$SJBM!DcJn;aJxW?W$oZpH?4#s>XsfgnA;nS8RL%0R79u)w9j z)m(dq)@HPgTE#9i+aL1cy7`?ok+WHd;h3KtlGUtl=@T9@` z*OuxD{)X+b8e?tn?8RhIPN)5%_fZw(i{k8qJ%5h;Tp}qPinHxozjJ$>X9Q;7w?2_d z$_(|Cc4_Xn6~$8zDm7aorB76mW`xf!;^F-s=HYngNQ7~UiYKuqE5To3f7OJ=mf|n5 zG}~rvfgdgY$@wk(jms79%Y}ociz=*$r}wvI3CB*wlB&;tEf||pK6)wHb;Z5#6aSRW zff4tWT;lq*{0bowlB|csUF*w)?@UcotuLL9yzUV!%DA6+i#>K`5cvD~_EX*M$K~VQ z8yS(`=XHKwunr4?!DXe+Q}{s)nu5ka6i<736_ws2xk; z-?`f`thXO+?8iN5YDP@Ako2xaD*L_KAV;1o_?R79edc^%$>WUs`6ffsn+KgiTp-x|&l| zY{{9$n;Xx0xwN++8U@97`%`k^VhCJ_2*&e)%kf|R%nl|?t;%}0-IA=`hNco%D~b*J ze#XL*KZGK|6B;_HveXHvEufwvvJ(8Rlz%h_rAH&utHFrjagG9w3UlA6-EBAT@Z8P2 z{w-{-!0=-VRH!tPbj6)x=wR9I_JrTkeAK_yf-{{jr`KW%*+zn}n0($(RA_*Qfs`T` zzq|C4R``h%4(xhtCbNg>#v8`y25M=I(}a^Y-%E9VCWDg56V2y*drq9Nifqa7q5A}a zBwCucEiX>xZ_Z5#LQdO!yo1jB{-j^1jOV90TaD>R>WeI=;bi8M_3V7ACSH^f-mJ0y z(#m#1znjY?yQ7-UwG8ka{K_UMA9D`9t@~qsKmNg2%_s^EhQocYJ%6+he(1Rx7h%CK zB{3f@{$EUs#~8PTzjS(|7D>E4cc#916I1EeQ-xTun6k_y2YqAgZ1t~nV&Z%F-REv@ ze@Bl()UN-bP@sdtg!9vKhfx2TUe0y}=Y6XtAq95$@vsun&Bzg{I~AfqMf12A)*0Ag*=~o3X9FX~_fXE$#k%vz6c!l9RgEQY7~F#qy?eqxQabZ3O5q z3QnxgKF=;x~mi!uI5hK4X4sG?&x8HdC5_sgEDg*^mE zonmaV!vl73oXD^vgfB7s;;E0w&e?)!S}pB0RQw>eAMq>7M=4o|(a28E zA^9#nFK^4*7zT{+r?(oh#a88c1$Dup^qP`iKh(T-x;`*)oj%N-)LFQ~!qk_y&@jyU zh1ieWxA$?C504+c)+>Vt(zQGh?4yS{m%2YO`OU zl?xtBx`)#*Wr#T4Ep;#nr%2^jpfFG%s(IU;Px5s^QRdwV1DE%lFsz#&)~1WopaQ5T{nEqh2z( zVTMn0lYy=PvQ?ECUv(WY#$*TqH$mVd(fJzf;^N|FG_Tz?+6M^Ag)v97c)+L)keCiv zuea978r!`;+P`}1o0K)?*52S$BJdGh?xNd2uGkVXC11vFxFi+DB3#<&NS>J06MIli>3gT5+gy@E(YvYw%>#^A^|7o4C8ua%q%?a~wZ~E!npSHRW z?#}UZV8&L+n&RJ9Jp+i~@<8@7+^G7Rn*Hm8ya{Cyi>sE*cnaf7_P-3FANN`VjOiP1 z;RIGsI-uMy?Rr?;Tq>dC5>yyma?3C@qG zQ&Lh+`bS2J-wE@(>?z-$%vT#JIgW1po-S4b`)d4;r;Bw~Sf08Nzx^mx*)Vf!KEbbL z|6b0RZsRgdrNnXrtkY5$apRcg8xPG_H`$NS_p#IGBAEuMJ>Y0l3^Ko3Vq1Sq$|{N$ zeEgN(;~M=h%sLu>;X}M4=-H7LfW@0UZcn-E^nuN@1S!$M^4DwQ2{QtyHpvJbqaJ|Z z%;7VaVr6NuL;-c|VL#2| zzU2yap{`_)Z~=s+>k)6j(9~>qEj)F%?RFMfYwef^5{3j35(1@>m%9Gz+`SgUPLhBU z)gsFTE`G!v97?0fZ!aAq!iyb9-%e`xH*sd^AB;r15|PrxGCfz}uSZ;Wf6`huviuu@Z$d{M>?>WC@zIHb*wJA3dA3;UU z~)VJnQAKL`j{e|MFoT1=EuqCU5;J-!xB+1R+kV zI_;n&TK??N+K>ZRTP5ca z_Bke#U*7^VIgR?hzGw8i-7VC1nNevIfPgp$@SAV#-!3Qc(2&&(xTPZtgOzLw6>B!= zkx4aT-&xRZtfabe@A9O?Ihp=B(Egj;iK!((ees9*(Tt^cwer6rvkjJ1aQrA72UiO7$f9Y?0ExWvkMsp3I-j(rm?m}$>NdT?~Jd0UOT)qicFegz)x zN9NxaH2WixERt_l5B*M+;|G>v1cCA&3ulf8d>UA(IzG?3e?mt>G%oh*xcrD?e%z;t zuF?>|$>IsYp`>fkr`7X4&U$YA$uUteEGqIm_MO=5d{CzsugQO-YGy?7l3u^9K`KC< z2oDiNK**bLZ%_Sc*hda0@mxKNnuAB+u+_)x_vn3jv=&V%aSzJ9tywKQApi2jDDhk} z&-p#5@r9~40X-lH!KlFFwNVtAAgLdBY|a1)A|hfkpNC^>!qnkP%N;T*D6?_=%I5aP zP0-)G>iUyQgNU*UN4t^`xV^EaD-!CE$aAwq_Slyrhcj53=wi?a zvSu%A&SbKOYoD@Sxw9x^9Z2bT}K~JOj$nsGpPcd{g}H`~40s zxEVX{9q&(o@OZDiG58gAi9$%SNmzF7*Qiz4%{;z;xa9aRvHQ_TJO0@C0y_hek>rBZ zfm=u1f`A^)*-xK_33$^IjCSNd+s?1$r_eTd+X5TR8u-tJ0*DSrd^R8%{R0?dhj)0N zLGZ5bQcdOFh?!^&nwK0r1uWgj5PXwsiE_dU4|!s!gZ>`Rc4GN5q%TmTJbLYzMG@u= zO9G@7rfVWcS90=RK=6G-M14KSH{p_aF8ALbM1ZOJFDs3!Qaq3I_N5d~Gfff5CA_E) z*>r>u`3Z*!bek%zIsY_ zQQ#@if;VFAdVGkI6u;nNU9v&>(n@$zTEISS{tdM#guM0n3`8_oZIXz?8Z$L*B z)DqzI`1{Be7jA9Iu5APhO;DI^+67v1Qj%ulY>B@;UVzq5SK{zXlR9I=rMp0eWdCMZ zM3d=(c3;pvdGvDRh%vTI+He`S$2a2Q+%kzBP@h|02UIT|ljAEi?xP5r$W$-&nvIR@ ztM&T7AD4U_bQ|Qku$bJ!>(+#x38Ldl@S+O0bVe26DEe_i(dQaT5Z`=68?!Nt^-5{w zHx`;6Fb66sSZF?pgYV za;`ZzX+EvZ;f8vaL|LK-__j8- z!*~$Wwt1I&)%VT@svWHUvVc-4JR+inSWQoFEW>RTsDvyzr?8r#0{Gw#N|o_dK#Zqh zROf*5M#;Kg{R5iTlZ6!@`TxkskncidADfPO`f?vZi*~@nOIM>-<$Pe0+$Mu=F173V zKY(PEHRS zI5lvzGCXjg{29mQFUlLNdl^rKQ|O2%uhSS1YU{kBW1+fRZ6VF|qdNTM0~3jH`q!yU zsK~>gp=n0wh#~eZ%kF%nxev%#O6(Eq{|D_X^YdYi_PbgYh|T~bw6I^zz8M|0kFAX0 z&GXyFk%82dsdq0OhUukdMfP$BvO)7$!z;sV)Il%BGxFW_a~MCi92 zdCBKHZc;`O&PY)OP2l#=8-c5)F^8Su6!%x-3c}+a8W~c}yt-=+-T-E{YrDX$H5(&c z?nMh=x0c0LWkx?&7v;28&`&kb%UBHJB z>PzQOucNm9T(JnntI_k^ii#+JkU|09<-yT*XHOEOfEfILr?(pw=uXHVUund0dmhp( zS=KA;R(#(q#JNtdz6_`j;sE$_q@#}V0^UC7Zg(?`YJ;S)l;Px&%F<84hkLgNUC|J|`(rI1 z+XJ*dc14%+4_^tAdbibdy1|#|PT+K4ZOu!R_RA`L^kAY=`DAO-g)_v!o?=QI(^_s) zOmzlTw$zEM2LNvh<7<57VV8>ND>zRVB_xId$D8^*)nU-8@4@}{v(LRh&JJ9C0B0U+ zbl93~?#r>?8782X%ao?XT!OhiiS`@biWbZ~zghKr@|i8u__Fl(@PeyNckK3JAHHr; z2nHSi6MZDkPBq(EJ?O@AI@;JKiU1yx7x9v84NO zni)JhC1gn_>$&L7X-;n6`L}{6BiKbyYw2p|j+{qVv->|>64Gc1w(|ilHCclN4*K%K zc-`oJfw0rfeFrn-tk3x!%AeGy;fOV{E-$l%;(w3N#JQ&4 zUqM(a4eg6=nzD;fZtW|mADS{*wXbxqx6-Uv>I66T_5R%AAT?e^ja_;yM?W1s?X&;+ zGkD&W9#}%iXQL}H@AmCV@b+7HYOt?fAtPLT3O7=cL+_;3AVX?w+ya>af#njMU1POs z{_~WM#_ZcL9eQ)&)LwHS40Sw)1q^aM9(d2*Gvu*w{W+cxCp!WBn{e>3&YPQTSW-Z- zMz!|zc%{+qeM4ShZ~r`H<~tpDbCM*N$tR&O@sq;^NSFXciEH>(&;4?Dsa(`J%4)-2 zL|-7f!(=v^{z9j)J@$d_pTPbVh5 z{G?Mvdh`8}S7*OsndDq7ukxlW-1nN`gH^U)^eoc1 z-OROd$<1zE!7`_wW6NapjAZF8o25}H?Gqpl)yH~_rkr0u!|{Sb-NAIT3}Y@$G$>HT z=qnmay_IwkV@_mFEX!E-_poctl>o$O_b=1n#)g=U2nzZYR>XRiTOMO%)>P-0Ekus_3cR75eT_0G_S)z6Eb0{gLsg;tlg^~isQ~=f_{HZ~K zgxFagI|%p(**{YUQd5D*OtLg}UlfUyude_S-un-wICWXj6Z7)}6*?_N|C`T-%cv{u z>-!i}CjR_ZIaAZIxRkpndzFOIc0X0jZP<=o@|WGs@`!ZGC(Y?`#o!AS&Q%{a?5o#U zN_0W&5Plrn{%!GAf1>C#zk>cWJ5D~T3mb#;#wi*Hzl}TcvS}r@Trp$`V zzpkekuU9Vm>~favp!ZNa&4E&SqbnLHW${V3w{1m@VCUu4Dg0_Nk0@ta$bC1{QhzB z6AcEepVqAaS^8VqUeRZ=B`FZ5Y5TZ|)aK;MWq<5N!#S3B)cQr*O4o&5SPr$mIm3i}r(Xuq3%P(lWJVS4^2^fF9t` zvT`8k{LSxX8wp{}fDBdKeKSb#N}UAciWp^cDEWVz{|1KGuebgyDb`GXumoIJ(=E!p zep@|P04CcHX=Ce-4K-G47_Ns8&O*ZCatB6z^m-!xQAh2! zPCf?lNzpUeQ$A8)e1u}|0i$|hbWF~J0B8`~8n!g}|+# zP^zX)8&?cd8hL#5CU>C0-%RoI30}M3=ETd8Q@~Dt|ModEFDj=V^C$<;vnN!EOykKk zZVH9<9QtvjPBvK8{y*V8RH)+}y{prVqqWrfi~OKmrksseH*a0_U%B53w8KOCWbzDe zU9Rbi+e)cacme{DBN0MgA->0aC0@)2p~5G~Yzuqo4+WYM4mmm&#HS-UyNgl=w4San z7nOF0^*s7uss*jNcDVxIoFT?U#cL&09)8Q3^&*?bjs;Xry3Y_*`yG^uOXPnW==+Y! za}E1(#{NwX0$)Z)E2TCGX=jWBIr&8TcV={hv@}QQ($zv0?|WxzB3d`}6499s)4F9GcVtT!Vtil7UB4 zj?u+=q0PLz=uLW;K6vV(@ZpWxkOj@Qgw)wo-^$)(tFH~Tj(=UK*tUMw_2c-ZkMiCQ z$xZi@`I*QXrXjeEPV{|&h78^cM3L$qjHqCftcB0S-&akkYT<5AscrotPQ?x3#}F3Y z)NV&-XAt-;{8*!4t`S!I1j~;Z4)yWB4aQx4g00Jy5<#%c16~^kLG-K;6Iop zkmfO@%Dn%J>Q7|B_c5%*oC*e24f!cVVdiD^KW`&7r%X8fdkt|#zk;?3#sDgqk}H|l z?fuoV6Pnwq$6G9FY5Z`&P6G(XLHZN%TP@kkc|1M*WSL6qaKX`5f!hA@>@Sjeubo^> zy~$6~Dq9CdqXl~&`yQ;z7kIKMW&p3GC*%!h+ti1?@UOaaZ$eC-$ z?emZyfcc7t0U zatmUdknhE)`|Xv-(p<2gp5(7zH`}#DT*{uCxeX-m`3FnW>Y1%PUs&0-WwxeA95u>` zyL=W**7mAE^%uH&3ijZ}N>Po8KR*b3R3$$DtzDZ2#v+>!(WnZ3&BaG=&!>_dG_lMhI(CGxEj4p$RB~-&f{ElT(2%H8gc#b5znYWSgp}3KTZ4+7Yg+1=1{kPd z@+sg8Ff2QLIP%N#dxZFzUhK^*JB{&sA39};780q;$v+?SHI_{noVbUD$9=U?^_v_B zS0dMDXJ@Az>gjc6zXd`)vOB|8cppYG$@=t!QXrw|G{4@Q5o{oFVzF0yl)RC(lHKKU z>kn1pr3@MQ= zV~$>0gbz#410-R5Y|+IM8qBaNk26yayVb8NwveO8!z1+;R|cs>dV*gj&xC&qaypio zOiRF!5!1>QUbi}XF^EPfFy#p6H7=0N{*^V#$mCEG*OcM=CIpA?zBdE`R@7bKa=pwU zuBq8azP8v${)`k)Ml0=Kf)XG@Bb%f6JX0^?@@Ak~9Vv$a-+Wct`)1$f__lm;#VUL5?EW)`z1AFP=C;BAj5;1TjXV8wX--;{vBdx`adLk) zb_Twbl$Co{+}1|aI&M`!?;m0r22NKbJpC-Id)E;&^m}_l%{YHN)vOuMf`5;t=;=si z;e3I;&Y{aN2`8toxI3s_%kKX2JZJJ8{ZM(M&|nl4Hf!_H5S)zN3r*6yh8ED)t!6>n z-Ygpe`UD!(zZA+vU3g0PH;5gNf9|PGLEKV_DGcyA1$5PvCwmX7U9d$neD}V!Y@I!M zr>%WN`Lm28CWm=zJhj^Dt2yO_vv>Ar9W3|u=~PzQ*j>v88FJ9gEBqX!~X0Y{qmH+9fI$h8xMb}{b+neW3PtNxg3oKJu z9yUQpZCn0wNEiGLv3ZW{FJojUTh$o40Z1lZ}2n-xF?lO&rg;kAEQO15wSzSzT-WA*W zF36GjUQ+;S`qPM2Wn1vjb~uA%+$KLaudhCP+Q_o&l1-UTOCtC$*P=wa@4`AdB;4HG zP(Xz!E+d1#hYl0QAlq21prS5{RxZI@Y8u6?I9`U)F1Pguv0fTleD8;iVG-M=Gu&{~ z0@LnUjm_WtSvNdT&GaN%@(jf(f(8Pmj%v(pUGWFI5Jy-Adb-~`i$z1@j&<-z<-P{>tBt0Lw-pXg^^M0xg6sb;pJ;kc> zJdNdrm{$`~F24v$iVnQF5YKTpf2Qo6F5JOWE&qvlKmYL=t}MBu-1TDp^6%bJj1Tws zYLXb?{75xyaQXlFUyQwFSe9M4wyhu_-5?E0x5P!4bayMMbR%8T9fBa;(%s!DlG2SJ z4bmOoyu6=h#rLlDZtstK^ZtSUI62Qb$2i7u>_bg-p3`v>Ng`V<{S@=LCV zlFLWd9m~g^dLdIC5wypfjM3A2rav@Z>3f=tA?O@sMb@hs-Ve>Wqvzpd-o*>3?m*Sd zHNoU}7Ge0N7AnPiN6+qiAtVxy2^U&ag@v|1FERLljtHl!+nBFXn8*t-#|fpmS0{mH zHTTWxLPf%@TzGhD^?pLh%M~338i_`Mp05{O#n`q{XAdAH2kLNywO6EnkFG+a$wFF@SO zbLTu3891J)tyk8m`nXA6c4Sm!mbhQkx}o9ui8}c$`c;99sPzMu#pze9DU=ctIhT*I z@WBvB4!NjhXC~IY=tOBRes)=J|C+G?I^=L{$zVO>{^qi!$y|40rv3NLhefYF)Vm}6 zb|R(tjv7DWhtbQCdWM_h$9o@XO@xm&9v`#(B^Ay*@Hzv#Q{pIcsAu)0F_cn(({f;-T z;RPN`fZqn?xJ4~E*!CfOkQCH3=JOTPzlU20!BnS+DbP69(0#68fuV2fXs!E+K+yAW ze3s30kHa;fHuu|*&0$u98EaAqEPbWrG0t`iwdQj3WZn_o-)Q3WB>RIN zFTHOVYtKz%1r-l-kMBzdm0{xH}SJHJSdlvt&9dw>2tX&x3yF zJ1kIfJug^&u7=3CuZH~b1F=D837&Q%`i4>KqWkzY+ZjO#usp>|%Z?R#G#D!-bb1i- zM|KQYD|4pK)4m(nEXp~W#oIqr1vkbAInv*~#pc!W#7FLw9eFziw5-OeM7K-$@1)Wh z85-^llUpd}{VGw#K(c#1CfpBJC_|dz5cVrHyofpEwRpKNrJ4Cw@@q9vsBI98UgHE6w+Il@P$is% zeR@r>fz{~F!m)np8U9HP$MH_^AL!*e0-+?UID7B#pti~MZg8=8=(RRhIlTj%v7v~1 zaZi%4JJ+YF*f(_qz~-yUXn=8WDETaI9H*GJVxdxtsrAw7?|IynDJ^NoYUItYT0FJ* z@uxiWKM<>UxZ4ssoseZYUJE93CdgxizQY+M13*;+E_U4R=-X9B`#w?FcL`RcdV|MXx02S+#fN%nTgVqN*OxyzA7g*Ge9(zSbup8L=bZaeC`4TT&=tlM{wy zLkeDR5Dqj@uV;%4G)}+OP}Ck?w0BfKhcI$sJ<%k27H66C>P&$I@$+BHM{B|F9^IOc zc+)QmKq*nU2uCYzbyN^DuZx~EIH|*0crINk`XVue@#n8db^K>tODnXhnJtfDI%9gpBxju5YmoQAGWLIG^cW0xo4=VQlb`RU{MX<52)>O64r{1rsE`-R0 zE|HQU2J<}Z^b^n4ro~C3W#?Yq=1;v2Vkm1$U`Ws#x*80vRaM0?LwfT~GP?*>$8QG} zxu!@+ku;IxDppL~gNTZ~GW z+;pMnMusQ8R|Qj}suWhf1D=w4jbBJvup5qm62)r`Q!3f5j;z<`q@;-EIkZTnozI7@ zDHeTMy_RTBZx;CAKeo2F)cP;j=o;il}btF15a16J4&eq zg0i}is2;9(R$G&we{-F^*`M31)>686aT3MGn|HlGbem$kw7+J_kQ09a9>r*NT(#Oa zmfWp|zRDz)LSJmv6W_zsUOBLpm`@UxXjpnE8T1-pI3htWtu+NxU5fz#gy=5^sbDlN`8FhGQS5n}j!xj_b((y{%$;8Q(alet| zn^EB7@9~E<4Xs`$1-15ift@!FjGBEL@WNP z!nVABIN!slG=$KySf#COG1~|nkFkx&UyWIlZutf2yXo{984GOSd^o`K5-*Oija0{z zWA&4%X(g)zKF;c1Vq2m2kd)q37-$27@d*=y7z)J(xw_9^_1r_jrem0%1uQ4hSdA)acdH7AFHRTsa5JS%zNvo;Pt;k%oj zL6o)XB7uuDR!}nK13&c6A<&&I-`Y{v$$QZk`>i^B*N-E7fGsOTj+P!fiWZnA)(YfU zUt)(zd`1{+?b~X0h1c?_x%TAX;5ho7QvQ2(@cUESD}0bh9tSP=rSN)Zviw+F=KE~< z^-TGLZA~qVNHK2vjVB1s*7^Hmf*UxadV6N#9JX`xee$~=)LL3W^L4X!>&cMkLpw_- zBV!rp$ZY4Zgx_A~CXJi**i;+WFI4K37O4H&Yx{d{;u9rwicn%10%ybDws5&6$&P!G zig7#99OMP(=H~vAp}j7bVvMUY9UmW5f)gZv)qp>Sc#nBzh zA08H{W0hK$;%vyv%mqER@ch)e9GD4O5?&v98Jm##JwWk8Z?Q9mbOow%@K2{HXuYH; z=!suWQ+uj6Nr=i`rq$E(dq$aK&tYRs{AR8NhX9Q;LL;G%AloP^D_e5#W~(Ff6(ehs z+#(p+ErKTvmZDc(lKudHF`JSE2-Pkd6mM^ocBsfliM5jbFCFZ64 z*5e%q&@&5Oi_yL?TB@Hup0rdvFFwh%GcjyQ?yQ{=-~8UjwfoNF?Qy>w`^l_IZJ>+g zN-xpH#h8J*ksi#QEK{m^Jb_LK7C}b^m zPw3u{|fhhZ;e~>KeEY1A2`JsyLAg)ipJtNjQvK&w-J{ z<})3PfV1O3FK93JH;0=$1!Y9EW!dVQy}BiuTS8+_=w@>oomrdPdTMYHUwu8S?;UsK zluD)0_K;K#TWOcQoiE;sCIx@nsSVdraCeYT6^M$of0q;fKwSXA{1PF3 zIrjNC?MP0BgWV-s6v?72W$Zi;3$*4hZwdmBIyOFTWv_CXRjn=ciw;sss-RiKrl zRfByQ97^}@H2YKGH@rgm9VY!ouU~~K{ha_Y(@CTye-pn?v7h-$aa}pOcYZQ&Sq{Cm zoDUZX$|*mE>tX`@{J&dWJ-uZmMonbc=4ADrlIv<(9;G+njb1u+@(RKs$?`QXG8fMB6}L20Kcr8P*9#JfTV2|Ac*cKT zDFZv6K>Hh-hz4qraWZ|ZU~oSq^n_q$eFUr~>{piT@!fH`l&l&G>`FPHkndRX9Bs6fgtEGgYloa#L_p!;b z>{zV?cO2o*FLQI5PMJ~F!YR274=SJ^7|nk;9XE4t3tYkWE4rvytr2R)ozaQ!!jUbh zBJYRMsYDRi-#&NWhj_Hy$4D??k^H^NR4k>un-Wmw$#P67D!qoIA*nY z-RRt%gpw6JMt$?qHrAZ*&&@JX-9gg1zh~ZGN*bO`q%|IxS-1tv6}nvHienOUN6BYc z@zP|h=+8CPH0-XsQ!P<{k(o@v30yzGy4e58iN;2u^5*h%@sA7^`germp78zR*UXjv z&(SW9P(4kNRCdmdPi`Q+tK~y+Vq(hZ_&r(Gp3h@f9haVjEo*Fi%4nCR&3hvo!7_5S z8fa}wm-sJ923jGo`Rjc2C(+=rkpId92k*5jxB?v)0lW#g&BN5_)xS1A3(L+_Db%X9 zz;#*i;;LVEXMp#=64_Rv(7{FQ8vBf!M5u_$S<0Ey_C2#2#1%~V`ChI0_V$y8Sd$JX z3x(&exHjp}?Av2hON61niE3A%`FtzPJUvu;-xMVJXSInA+-twEKJI#-?W2M38rD$1 zy^Q8e9xBN{B(?xaUd&HA?N!mVN}LZabke~Y>h+e2T=uI-x;>+NyxE&&{Z6Sbj@A^( zt(`UCg8FLx=g*qt;{$P)Hwq-3%XFT+gwaizBaI%>$ma`Ay^%6b;BH($_tAq!lxItd z9c|-dwZQAdA8+ffEH;_+179*glcxptq<@ZG9Y;_~X1q!6d(OP9O6F%v{5*@hTwfK4 zX|Y;KNog_SSveCqHQt#>(D@K{Op5K>Pq6Lmvl#*6!Tc$60>96E}jMU*BhO1 z(s(8JNq<#-eW3Fu=vlBf?79==1ZDm8ISoIS5)QCpPe&DSvbF^Ieg#gQ8{GvuhVs5G zWCJ#WL_O}n1;OU9oj}zmArd*R{5Ffs=#ALyZj9pK6$}znVyi=d%lo2<{dQp8V)G~Z z^6!o^>r_kr_z6eZ*s$!muk1e8PB{8)7^MpR$BLK7{ifa`l%9q$C8D9JK56wAFWNL8 zk}5MEpXPPJ(dnuN=~1i@T8e%tRCM3)kAVj%-{x-8V#bO&rSNHozYi283q*YZkD!~x zWw8@F$nb+JyrqC1q}wU~?mb&`i%@vkwT)6vK+bbFocgW(SmmHC2T@#;4H#eC-6;xf zDgJo~W%8N#D+lHa3~_5E;{nbXdwKZ2#hy`t5$>qH{I{ciC2;pEZ!xSxC;BGcgR-BF zytezW@r$u79der+kP%l{8)N$-nrhq)55~@W)?QUNWQ>)8g_e$C>+7h^wzEm++C&`C z^N1WxagHxt7JqEm6AYxmbY!;--rcWwC2&F7M_-$Adiy+AVkJEP!T5dsl#7{6!$0y> zEMED%ucCE#epP0!o2v^4R@VNQH&9pmLc4E2|DN>TXQz=fdN@&k+xC&_BI3u@-X6UI zpcQc#S5>}igg^ZOA_el$NWnxJ$i+}jybZ=ev_C8tGVRiQ@Dh$kSVuv+uG2Cwz)$*B zk)>?;3l|RD`DqHCcF-$dIeyk)W2D89h0nsdqS}T=#5$&=Id-KY#UQx@)s2hQ_O9gt0iJ@T z!D0>Tkyr{ren7I#ktWXK@)gw_;)Lx-B|$IFEovMZPoj!<#@QX*q|MaF^texTU@<{7 zqXD+tarU?@T5#<)T4-*o#IL(Q)$=i5@zgBeS@a(-x`~3?+qc#jNRqRT6#*vorUS*O z?tNop+mRy8lnId!W>CTAR0@2x#g*3eo=U1UZ}xn3ky+wq(xlvCE5Nqn6yc~S-A zbKUI&KwqlI4t>jaw6QmLf5hoq3HETg43nyp9c>?I+NzdlKVvX0=#%diKYl*ap~R_@ ztHcv?)2Im1Zw-Qr&+W2;7`ycN!Nko`&Z9#IJASNIsDNkx2Dm!{I;j}g)YIuL1Zrus zsZi@Zf8#-HW}gfHwsYkV*hGcveE)~_zG`?o!*W$2o zKjIoF{=hSn`S27yTwEl)S}lxLCkz?&{Sv!D8)tD5r`d*W&D|JnFP4+vWXI#AikD5v z-7{Ml>w+AcS&zrn{`7(%Ug~D8I znf*>cwS)9``O#^xhPrKc`-#|g*nqlzLHzdbWEevN=Xm{Z*GW@^!mPnj9HM<{sth_! zFm`O(+8cO~aIRnT{f|j`w>2mt>5}JMdVN{;*IVZ=UF$EFo+7}{C0N<~X#dP(ymcnT z`UI3Tk$tI7Dz0}VKb9S(1@uL-1x-l-tqo&31=~GJ`P-`%?x=_W12*%Bfg?d4CsEbh|wk}*2yT@DmS(- zWiB(k#1aU435*{Oe|PfR&XvP0bZ~=!FI2W7kI+H zFH@YBunBpnvc?#(5T?ItVNE4n!t`AJ`#NK)~^gMf|oZM2m>u2|I!xNR!QNxMv zCpji({zwlQ%{)8}aa6^_`7r;(k_SS|1@d5l`BX$_=^$k;VXB7C4)Mp5shvcp-zu9d z`r^xHa|LQ!{)+}UMGM`2yr44-e~b=N%*gOCN_TU5Gs7|3L`_N@Fxrz|{u#%CDaKZH z;I+R(0Gz1In=Y%@{hK(m2Z_Tblmq4sL#<~B(1FGdh;{%b!PeDr_)u`Y&CFSS1(}~3P$UJw#J^k=?hW+(UCYvblN zz1ZA~^--bv^>56h(e3wlviJ{_6W5xNBU#S+?S5xxEr;m~<;EV33YU_U4pBDgKeu>p z+7w)vy;qujR9wmr4#(1MIJO^V+gNfHx`#iAK46cq_*~0+gN<7lNP$XCNpdp_LDC>G zwl`fW8cR88!CAlP5MCe$?TR!PbYuZqi)T=NSavX0UDkECHs5tqKVuE_LB})tF9?4C zIUil{!k|7&gqF}~rtqCr=`!!CvyxjKzs>h{y6X<%gscOO8VJm<^$eL@@twE zaUzAXSjy~iRRG8X@qtXrv2~ruFk(^axuDl(l=iarw*M*GV_p@q46&7xq63Fq?E0W) zwwo}eCBselNr$z*h&*qc;MtzFs%E#{k=bNwj{>&AU*(s9Syh~n z>da1jORfak_>t$Iun;K_T7mJ$VGMa(YoX{h9;}-`yQogXC!KG77S%@JSHrjef;sU6 z@L#gdQX)>$BSy*u>QL1_K4o4^-TZ~Rf05I)^dy0KG4s&SvH5g?*Ve+N&BUc&&-HD5P62-dCpV}90Ew}LOZED zz%vt7{u2JsEgd^)9Wyr9dbvCl?Q>@g$X(z^pd1`YQa8%9Av|yf)xmsz(w`E&j?@HT zov&n|HP|Lgd#Cp9#<1pckM^&gKj+3AM0B7%9oBDbTu6e)*l(rU&HJ z>@?wGcR8baOH^TA1d?Jk`n=)R*lUI|u0}Sa{+|OU*;9VZ?n8*35%9tZq}4nTyQqp!Nq&8bcpia+mVE9SGOOSZ1=o_=4FA%GmQ0HuO z&;_r^eE>|(_mrX&SMzNrIJXpSY?#pnXFbr(LBPI;seZ9*h@~B+W5Kqa32G~4mX2JO z0D2;2QN)ko>a|QW6HGwubGhMH(0G5rdANS?z1|#+1ARN0XPWr$%TEA5CfL7<6S6i# z2lQ7}rMh_gzxwM?B7Z8oO^4+{^Gg+&s*h+V5$j{c6GHsXxiKFCg(+oN8P}u55CcBk zWetQR>y9O557gAU*+boo_?qP}&YPa53C%&ceT5%`5fIeybZW4VihlAH@Ck0a&S*q= z-#yJ*?SLQAH?x|4zggZ81=JM06l0Vp)`kUUVd{9P7x^ZReeQFSHC`u>CxF~k`QzP^ z<%bX~#C4tuz^(GLw2>O*4LCHfop%-Y9X1gy#?%jnqadJHpFwq2zYS`TdD+%j)?{G( z&Z)C9jcY=^XoTowi|c@8F+j7hX_;sF+8v*yoYx1z&1Ghv_<0E55S&QE7f`%acwE|~ z`#fA<;jaL&#|e~q=m|w`k)5vkqf?*tUY}+>@`D^9TUho{CjuEbo5ptFFOa_iJyHrY zEQovD0mRlEp*CnmjrVB4VWNv`Yd`PeF1+=ua~~~7&WIf$ zCfVzHDMjhGaL{+)j2$ZB&Tj*l8~_dx+on)uZHEHy)irZeXvJY!{k(ulx||&odb$22 zN^G^G(=5}Hw;4yFlhCzo+_Rt)|KjU zDiq4mFNhE2&h;$beJS4oI105yCKK?QI|q}*+1tUpBEQN0l`skg_1v<3{uLn?ZFuu}R({z`BkLPU)@ z@Q@jqMOrx zTYvYRSv0g<7m`uhd;z|s!J5t;57sKN;(3v9XBZ0g8;DlU=jR`SFCAC!&ro^OR|L1U zY&p`@+cU$8CA=b>=wNC-47AOx+pyRU6g(DuomugSx1}Tc&Ae1CgN?0o4n(W*u(@($MJfD z=GPw0Yd_4o6B7{B$B2_wT&s~@Jh`RV2u_ zNoRA7+gmz;%Rv9AcOtabfno5Wc?RxWTYW@0C)P;U8WlTF@?!5-h5ivJh+j^;m4tGX zs;TD}B%Jc5b{f`weO@*jSm?~~=s2NpI?s}Tll}FimK1WWPFJqF@r1ci=O=|oX`1LZfdc>e}^~+ki-V8>9ENj!Y zHHdr9U40e!k)F~I7}Z&>CN}dk#z&2SeDeM3XFrf^8D8O=9;4RG(OkHdXqV=9aQn(x zyX&@~K*W_n4Bs8@*|0o?-i)G)LRzCpz-5dPd!uK(x8&#BmhKM`UBwx7#ijx?il6uY2c?JkyMjWEWZR6 z8Q=?>Yj;Fer;$;0KSV|#@yI5m7dY|`6mul(hCvKu#NN;a;~j&Y&5W}D9tc;^_h5dG z`Y*<%VgUU8d$!~XzI~&D${0NN(lC@bv}WaS@p8;HfClzsErLRr^!3qu+*g2LzG}w} z@2Svye~r?yt8P5U(*#svb7+n+|*f$o!XVr#S< z;0B9~@<#AzvKO8_8s=Z7FKi^IB@|9G^06ItNp#I)kUypvogD=NrnB-2 zQ>1DR4!Fcm{nJio;&;4fQ;OjWjh8Jm=;D^V)y=c!t;NaF&t_$yh? znt%x+JUIv$WJVy~1;xK(jkmqq#^;z+tNPQ*1pdH4xf&;mko&=8(82R zMJi?e+ZW_o9-hO|)McU9Q8|Sb=*T*CvVmFKtIG)_cwrjz0j{W5vRf}c!@~Mw68LaW z2!P@((zappYHfkNttB<{n#eFsfpa04Z;1K1sCVploeUfB{pRfyd?%4W0 zww$)V(infUd-5e+xA-T!={VaalWruZ3w(SjJ%r1jFVfIgMr8mZ>Z@)ThI=OMJ(vO1 z{N&mdnS);vJcx*ZfVf0jOwXDm-_zHC^yblQ63e6&K2CuI8Sx|GkDFN(zt2|!y3l@C z#TqaxKB@udpdyF!{_L03zjrA2fxxizjPy%~M@U9MkLw#!h^Eb^{|$Of{05h3DK7(; zT%&I>wSJ%m=cgySP)C@KVssb}e44=j4}JA0+qgt-{|H0k;}e(wAg!ks<^kXr0ga7v zwR_M~Syljmo>~(@^Q{_iMWk|k1v8K51SPGc`SFt*gnew<8Lumf;zR)X;^Bg#*Vhim zht|&rXY}PZ!!uW>pAhB@&d5JYKKRvn_*Hv3idVq;jfHY97}1vVdn_$OKkY2S4**?3 z1wS}6lKp>;7(Hg=i3-4@;RnEz_=+k#s1ep;o2l~Ml%(#kfV7;TTf{xz%G!3@Qh;dI zmvo`}f<(8Wa^sT^3IE9R_^wc!ZQGam^V zA`IY5dG&YtW2og~gT3%A3)a-sKvjfH{2j|Az!n2vLXUnr zhxri#Juvs=>WD?zfv9i3S3WcW7Ay426yR?F1dAL;-uu;1?rZy{FMC>_TVYz=KZ%M; zjuZPM^C+feTIhZ5NLC zskzq(+0xP2EbA$Fjb^3%`ANgB0Zx7P{8@eLaX&iC#Q6)tk7I>YP`ZG>ZGX_Gb`YlZ z+`6s5xNV9h{@`%l4`sPg$G#=UW}PiatP5kuHobJ`szVBuzCi&7m27p?3_io0st6$* z%hwyo;zxl-r9sS}BUWEhefW(S2v6dd#j1FB_~DCp9{tG^1VObaPPFZ7k|t#077IS6 zWJZO;VY)^M1nnplJ%wF;I0(;+L|oDOJL z7g(rP{$vob=zrB?o~tFLWDp(*uT#0jO?&1pfYwZsvJ^FJLZme$WH>odKqc3ta1h8# z|NLWiYYccz$#ds3A5HkI=Q&PJPYa8RU{*tE(xrI0k6iihb~W3>9zRtWbi$NOFY6+J zA4bsxgr}c6qVdf#D8dS_fiKeT<_WY$bj)l7u`1!>iK>?#a5KO4g2hb8_Gi6NO%{}h)V8Ya8ORvw<^{v;Vaa~qT1Q^T zd}2)V=U?YOgEd!;hxrW1KArdx>e$aD$NBx#u0R?L3k{X`jEh4mP?)?nUQ)Tnl_RNv zGf7Mhwj`?QQ}GTX@bj#%mRUC>kK~;#8dp~(*)JWu$Yb7A8yHv%c~=OL8A)T(iPIe;)P^mdtlM|V@_(J=Di>Tj)BTN;|9Mn0P`vU zr`@;VZ&r*eQeL``Tp4@?RGgafO<_bQHXUX4m-hi}SINfKp&Jj@22pB)`c~MJnW4jM zQUOckS(>7(NZ$ItQVJw&*}-&=^%5}%<0mg?;9OivW*q=MTR{eBoO`wMqXLjJFyd&@OJ7eEQ1^7+a;wj$DgxanFYUzV& z1YS5;>NLV?J%15~uBU&;NoZi4bhUih)(>)V{d3i(p#Fk_dD%@zj<$26vo$X7MY}-L zalOgaJ_v9~>r?Q+EVa&{e=XDW6&QPB98A4T=`886VPjNFCf*J9okViK8_6A|pr~ZE zq{tY2L`mxV;mbn5kD!Sf5NjL9fdw`P$dCP3KGkS2B>84pOdZ-+uZTNONfyKsGagjR zck!&l^Aqs2l5$BHXMwR(cwfw<(+vYX!!h7R90Z9;jro+fw;C6Gjj2FJAib0n{?L~* zk}JP1oS<@>^Dr00i`LQ}?@zYhu_yh(gEMqcQ?Eau*YZd^e~iA^3{I-MUOY{PVif6m zT1$&uCnNu>%(pHRKB39kOtRGSl&+(!p9QRYQ^!a!In2{K0|n|iDxuSFpw|U!Di9tF zASrHZf%sQl_-&sUhXD8O0r1OY&rSPke#0eOyXfB10apfGnFvk`T1)TSS^x553#@6UwfLi6?Uv?2SkYX zNpUM3;c+>ug$RGNB|LPq4{;Py!~p*Gi5?Hu<^!D9O4j4a=hLYdt!NS&IMkD5d8<9n zXPp}`Ntw%UdTZ1{T(f?rx$1xr8?NtomUD+_qL5bRmf!Ex$8T+$>Pq`(bJdB3o{uFT zaM)gXK9!?}#qNuGx_Z{Qd9??UuWNOqWkw(f`~7=yu^|4FN&&&))N|ZWJlVPJ)6Sx;d$&57u zp0W|5%pRcaqwztCaiy_#etdgVnovQ&F&n941HaY|?H`WJ&+AlGR|mU_`^9*- zRYXtZO*}>2#%*$dd)M;r7~(;6fo3MrQxjqCS$5>OF%MP_RmhewDZ79?`|)|R4_wEY z9B%L*u1j8W9>5>kuh;vYY{VDxSo<(;(+yjEizEImrLs8=dF8#d_`78zpiy8?oxPm` zRAErD(x~!vG~z8im&m^IQ}$e=T~>PLL;GFWn{CfVwDolJT1rzzV+2g9#{MLTejQEj zYc#=kLN%SJshWhMy4F`(>qpmtXOtKml2>ZeU+P}M6qGZYK8}i(Up*o8T zAJl1qx9;@&5=@*%Fj@KC55|&_5rYeoueenN)4UX=mod*n*mXn+s{P(KFwN58!^xR4nb^~KibMw9~Uhn<3?HYVRmI@rL5W5H9{1!Xh77M0RTX^-0T)ZtvF*d z(9gVty^Z|~=T}Vmsn$d+RXPYK;y(c{EllZ^XV*0Pgn+2(Oc zoHWs~uhaqYbMZVV167|DfC`_zLUL(ciw=edd>N4PHuJZ}Nu3p$E>x6u_V~5fPzY9s zM6Y<-BhzmUx-GPVnUyKynRWI$LtOE>8w?L3k|iXOp`6@v6k_6eO_`!iA0Mz7 z9bNfPR`$YOPKj-8{QX4Hpp+X!_NURItX4kI5i^`m{ifqB4zQW{NbIO-m{jRkFoGh? zo2{0kL$QK%4G9dT#>C5wE1+*U+vX_JqViQ<&{NJ7dFAf)_ZBLEr(xnpB0?pp11=Mz0wA7Q_PW9RVO*AGZ)g|k;NIjiPR{tz(t)`Jf= za6z7X(&Kp??NaVeV)$3%6fe{lBy>EcE?|RBMMqH#6{rs|)#1M4#UqsjX$g-VOaA3Q zV+6>KRy;@J1v^x-M1yB*E%E!KNOB4b5x))v4!$?qpRL^3+HyRoov8v$E{gX-#YLwlqb~uxKfLp(Z2@$H(CsUDFHKCU}2_Din&Hqg#piw;-mkNbYX#Mvq+H-!RM2Dijo)W8e)8u*Ial3modX^7sOOSwe}5g1 zmpzISYQH-L(96R$RsRFuKOY{Y`qFTu^*ZC~yEFO)7R$uA!+^F^7(hehm9*5&7|;A8 z-to0+bQRaFDVzRMUm)*w`FK08a}6?U`wQ1-rh6WGx<1>~3f*cgD0>mO1tm~G>tQ08 z`-0xs2Ols46^PFudK+VBPlk5Sqd27{av@x1`kWInANx>9AzL%xV5%g#NJMF<5xt zn0@Du&(DL~S&`77!pD1|+?tcj9C?%MkAR{BSh>t1!vEX)EHCfp9$IXx;}M-XgOv2= zciz;Z$~Z*|Un+op^JV`wM(X`4MLx47ecrDR;C0TbRFvwZZ#EsL$Em5OAhg9W6yYsU zqqhRpZZm9fH$@SW#A|67U4GiJU#vSI-VOz6U<4pXT&-qSRmGwbL3;Eb1{J;80*WzX zDg0m!YhrPe;+Sa6k02=LDiW#C*B3a`0k;H1Vv}Y}e`);^wpPPF7q>rf8b4FO&gz?e z9joyY5a9(hNI|_jM8mRm)3R5&dxQ1@>*dhc^z+h4lo@c$Ed90}6JGT@r27X%Mbthd zl=ihh_k5>M25AUg&D<+XxDE$s3~YQfnbTJ^N-xtnDR4A+2$6{oT+0 zC8HE_t6p@sP5;_Jhed6+N@$VaxKwOM_6%!Z$*b;?Zo|p2>u1oqkNnKM2LWNB-qsXg zB#wPu#tRy9TyilxeOU=Zr^R4T$M8wR>S;h+_49qCm0EJRPiOqU+|&5YKUeXm?ZI-h2^)hvHJ8v?>Bovvw-W;lX^4zalU-Z(GZQvSe#H~Kzd z>TY#GUv`gBb?q>iY~9Yh)BCg&4zg-ry&L^~AeL`X9jS znk%2?8~Y2w3K~hbJK9@ko2>Vb!D6qxf=OG)WO9>_5k7Gf`q|0f2g zExEY-jKvq|s5Tkj47>3owkNmRHRn;WE?LHoFE!1e8T;}CiRXbY`A;V$yic2h;k{Zl zF6qK#xQtzBTqJ843k!yH<($?WveV|33UP3q?I zK;?jblsj#d;v?&Mde35e@SkzVykjyGv0S#^`m(| zz5%mdRG}-ud_*Xn&RXve!oWA6&WKbf4u^w7LjciVCoV_5fX}k|%7&a~6@)bhK9;OI z62s-!e_vD-iev0RC^RAjyqEd3NG$gc->!zh_kIBc6D4!C_hlowhNAl`t-o9GO!ztc zIRh;dlV5Yjhx^yDkIg@MMULZ;&W)R44hUvW&|M;Wua1LtBZ&nMz5z1l_8L9-(h)uw zuziATe_P!^tJ)Q$n7i+CT+dSh2BXqGlsA}3F)RUk5QAPn?bkU{SWL9SGf4!m+)lkR ziFO6sh0=y(3F7GL8q37q42alv;UWkG!as3Nq1wUt_lmssmFSS%9PPM3Np|Yr{!t&a z^G>cXFIwvZCty87CF07N$D&62`CD774CHRw;1l`O@j{Z|3aKazE46<4N6Pmd>Rutf zik8mra}bfroCzWS$5M2L(FvW@BY^~u%t-tyBI@W`!z&SMOD5Y?Pk-19;*j={%Gu9j zjwG_g$EzLABYioiWb)RyIs?c|oEXR74pYtR{zq0*l(odam8U$XNMJ}QbQXddQn01V zeygU~qXZ*qC|i!w;Do%q7L8C|7*JVYE%&^6q+D-QPZdk78N5vzrkxckX##&8tPsg4>FTOVyIy@n5NxW$Q&zT zU8e2wQv(A4?)hNCg?$Kz#j)kG6t%R$bid!z;s;MD@=YvgQ{~5+*rWIb{15B~QUk3u zJr!l}ji6S8lx$`om~G9@G@w7>!Pu*1F{hf$>p9F;O_`J;M5M~jL@HFlCmg^$n)JUU z?smGeSNyJ+YO8z_&(m7JvSYVJY|YPYmrkq&U_!Gg#Ys9h?OO9Al;?LbGX443_^Q0# zq+v3VoY^$8#{GG0IlKM+K9sg?=pRMBC{ZLXZtocNS@{HqI;(wNB{UX$WQbxyy#s|a zr)7Yu^lfinp$P_7JE4$P0H>JwYU9-g<(7we|7IUNF+PiEN>W_a`MZH!Wm+>bJARP> zIJyszq;+*TlWGFGon$6M+Cp^|58Tdc8JKVde;F#l^nbn*Cg@%#aui|k2H=(XAjI4lPhEti zY5Bn(Grt2a79#nZW%NTD>8RLuwO>KrK>2dQqm9e-2lh4Xmd=~Hm()epv+A2qZR;X7 zhA(%--QGeR34>)6&pbr$L3D=f7f&`H*xHt2lSLj2Go~W3Ms=XR+Y=gFV5RUN1_}@{>N9hoM?VhBj;G z^Is-AldOa&+{6UnUM#^wRtZ~phq&|8&CFg>$zU?n?Vr*jf*881Ph^`0pp>Om5tl2V z*gnSnxwc@Z6&*?1S*IMuza-`O7a*GbdqMvW^405-4dy3|Ksw9%E=sZs2kaQA-v}7k z+(}{>{{!sBz(sQzHNfVo=%0@n6UW!js`3{LZEowlk=#O~}5KbYb-3DN;@g_*Hx03=5o zHQNHyDp*TV7DEcgIfB8NIZH7j3~&Ak$x1+^mA_yv=^Ni(9F*v_5_m|I*y1k6El{FapR!@wPPx<;XO7ggEU_)=(D$(1R-w$w!^l`91&%Py^GD>C$uv@$2 z5lvM>#NZ&H8VOS4sqoAYD%#%@7Hs)^jut>c0~!%Z zzyy_1q~c6Z2Eg?1XQregiljGPqQ@6v_j9XU@|?;?Iew(0d&Ng!Puq9bUO#BgbN52H zYm!uI-+sL2+><E%&rR3M zSx}tn?IOG&6VLeiYp6nZdDw0_&>aPQ64k|lfT-vYduj-#ng0!un1n|3M4nmk&goyv z55KXa8u@lUTTHH`Lqu5|-kL8)UhZ64Y%dq5_lNsgQ_MQ7fPU5mbc z!lxjLOy!;;IhJKiDq@>*G=fE=|M+9Zcec+PpoQIS>2N;VKZLWljq6{zQh=@02n6*c z7C9G5I@wue`ZHAj)esF$ER&A9VCu6sSQ@W&(mJ)&1O@-`Nl>D_5L6gdJN}<`O2+@E zpwuXk&P5ManX&mweK8P|NO&qvG4pODd)}qenZ5lbrneXMIb8iuUX#O2MKu!Xls^I> z$g~M+=}ahbaV2`t>^+pY2rfJd+v1JOTXP%pzCDs8>tz*!7XuDo;v|JWtTd+pqJ!X< zXAI0wDAN#sPWD2tuoxGfSYClN$@AS)*eLKQ?JVMXHPj98K?aH)j61q>dkrUI4JShX zKf>NRs_QNK7B%Q@0cnx$ZlpUDB_yS#yF)r8q`SMjySuxjq`Mp5M$d2Dd&hY9y)n-D z$8-GSyFY8MJ=a`o&1om}H!{`6fj$cYCjbB)D#p1{;n`@fGBSN+($8RC0Ez8Aw}#@L zp=-^DZ6%Y%Qq&&-#^huyoweVc(VrI%u`8?)BBt$@;S3II>z?^zmK2lCXVFiv_kHOw zEG!s8N0J6cfl|54*2QXh2_wr7{r1*Z1)!VafqTXE-uYhoY2%yTKL(w9aUQ=?|Nh+9KfVYx*`!O_uJ_b;Eo_omE4 zK$u^o1$f*kU|FBT$(3k0c%p+z7oMvSAEYZmDG6C zp8$4VubbS0^xuh81lHbw_h?ZOR>Y&4c_q()1%dxC^jS>{)MX(A#k(i5|1mhy)Wc+> z>Z}6DEMq7!?E8Ataj$bD?pxOS8$A_nG)Yaixn0mip+v%fi*!a-R-6{aB=Fiv`wR&M z3RTN}2EvwxxN$G%F!XzsFXP(`7=xickRtFOzavVNq_J~N-LMHqfB+!^0yJGl0my7@ z+Y@Ju=;0ZPQnSHjsjc4vs|Y{+lymsEzCn_Ak4uk>*WX?ceUbO<46^(RqTADZ+ zO>J<5Fp7vDjEd8x8Sx)^2Lma@b5=59!)-A;gY{N}=6e=!7zi=8sl*M08a7X!vtgUY zDE=le{p$0Q$tdO!%^ElVgRJ}SrD8!1!#odv`Wx#YtuAKkXEU;P$8z9jT>l2};P=f$ zq7liS=>cl?6R*f*;yw_O07nD4!o9}yU(27m+v}5JJ4_{tsI>;ui&yOCne;DROBqPO z48y`fc2<^;xQ%Z0%b((3)#71mp|G*9=XtGx&gHN)Lv|t&Htner82aiIZv0xx?9v}4LbQVC z`FB)dG_-APz^r4!a^9?}vJzpw3QW&E2#%p-$z=WQs7gw5N+q7`zIc|KA?|)bRTQ{y zuD@OwJoJvE{)uAv)0T++WdcnZBJKM^VE>F>%&{FSm&%qqCXQP?)D#UC{z3&Je7TwR zIKesw?`sL9Z}>8BKgmvuj$G(|+fkr|jE~v&qKmskuy?pecd>HE&ML-Ca-|#b26M7o zn~hgdP+1~(JlhX~q32pPx^yd}eEtHE#H)?@r)-0-y@-RH@D<7{YRzt?Q6c&sA z6Bk5=hf`MCYQpx8m@UKawU;7(f{fPmDuWT@Uf0!|e`n<(J|L%X1SaxRe-9B$puKBc z4+q1aKgj>2{ZWH$GqlK!3Ag%RUiU&l|9Rc7pTYcg*%+d;zh}QofHg>3MzQ{1>bE?O zx4Le%+kQdJ!BWRf+c`g=)uvED>iqOcAUcYUSb$;Pc_FQNo8)D&;q@;Z13r-`T@=9b zqh8$9ppDH%X!7L##GAWspwfTneI}m^2KLCtK`lnPHY-00l~F-t+axm!SPA4pdcTVH}@;Az?m=1h-@$-!@bjygGwG^{P3j4;E zonn&Y|G9?<1U9r%Jp>q5wvNRbuCJGdCY3nvcr>{A2+x8F7)O*ny7`)yXQaHn+es&G zN?VD{5G4cq3`yR-d-vN@9GlB1%6ljm=pOnDbpJz%Ui7prijCK6KX*8a06!z?lTIud zFKGe21ahr6ct=c}9MLzjHm>JgVrj_W46v*Ql4{QDQTaz5ArmBy38%at)oZ>A{brF#}S7JA(zFap&5V+R|SE5u>cSQ$L|qWkvkq{Gai{J03f5EIOv|!3*Rg$L|uOMfik-+ao;4T++>RW>gu+`OvJWjZq#{ zR!X!C1saFvs*R8zot0B30obt`&7Mg7Nef{Y1~MirzXGB^ z^2D15kJmnO6lTZW{eILkS>wvarPb2lJ+$O(?YDRTn|;9>d z_ZtI)uzgFd(+{t_EGT-%TnSH48lI$r&m2m6@@eB@^=W#ZOT2)-Dmlqc2QR@i^|V$v zebae5W}^Ts;SMj^jKC2xi`Yu#^LT-zF!H~o716oOVge~JSj$N(@`xyoc&DG-_P=$D z4uO&p8ea>eyUo)_g2%Ov{{#%jH)d6vt>6I%0TG@c1~$k=Lwml`*MvWLx!^v{`XBwd z3EqSk^7`!=oay~gM&%{1YBbD_&|5A|M1l^}cfFvBjHtiP@Arf!WmL^vRz#P#@7Ydk#=oEUP;fh?iU5&{mcyZ^oI~JuVr@XIGdHwRAz> zTLQF9fBj(pF=mo!sEEq$zOgwu#3GMjXbd6u8ezBEX_qokkcea*Sp?QQ144myur>vN zG$j_7-ogp!2otHywZ%+h!@;Jw-0nzUOgJxM+~764hVS3M6La-i3+C_PLZ9E~%Z`Mm zw`JjnN-;NUdI0&Q?DJL)P;$lv>WDe<$d2PMV$!y=oEZfjS*o zN;U1tPk(2>ko>%Yf)H%D!m1J2A~a-tCEk=!F&K75n*E1GM4wG0)X+rNcwYa=nc>Ap zMl^vpePeoAAY;U&q#s_!<5j=)#P4iRfUW0v`1JI^Q!%1TR-yYkywn>XwU8urDt$W3 ztf=VASibE}diA`Mk*VCBY2KEL`@>gfwfdd1pE+4h^Yhb+i>PV^B&j9=5NOp9XuWI_ z`kKjGS3RvChz3aGbjd859^-YBHhB!5?C0w3Fv@8zi@0mv*!S+kpiy*kdLhq?U9Mh9#A0hwi%(tI_3k|Mr<+fh_LiNZw3G;+#IU7jvlD%FF6U+rRZ;K}hS(cL zFbEM14~96zIcZEbe<8m|n%_%kH-B&36?RZ>lg}RJMJ`#?X-TBQjJ#MOXLq!%YHmT^ zURl5UW@8+Uvx$lmbjODW7>o+Rjf1G!obwjX#>Uh{>Ksjps0O3hl3K!es3jSc*%9Rh zybXs(MQ7W0`EC-}5=-q<9!v zA{Ym`QZnp(u1oFDTd(L3ozTKY6kQ}>*9eVi7o72r3PkHES4D8Z*N24zzaIQ@oxi`| zc&JUk+ScSP^8-Ri9LAktz4&u!XC<|`zIa9_dnl=U16f`6KA3~HK-GUg;8zeS zqcWm0b&*4~!|lQM)KrU2Z{|9i{wxmZcNMSRh#xS)un5^R-!u;pg-ybAh3}vVbJFrp zf{T#e65@kc@)6~TVEp|jy?|&m%b=0dl}CoCNM-LV7qs$ko}-eic;fUH=k2ru;TsB4zn}dTU$cA&qW#z$y$U(1j3aNC)-47fAwuR-TK^PakJmzLf3_jRM}Q~8_#xot!lciFd*amS&`1CaFB;dE zo8A5@2D3&TR|@|5!YAgEa-ay}DG8pSB&f2Z6Lbt&BbU9&?1$K~Owy%@`{?is;r)c3 zpGinZ1C-|p(Np0a`4L+acV!v&ftrTxO>fNm@ry}1uVS)O(-;AgJk$_lZ|#8lr7sp3 zURVYi6L*74Em&U3c;`1E1hv18m>XoRS(dtq{7#By zX*At506uQ1v8qhy`sV`lyC7yu@O`5LIp2Lk*Ay^ld{35XNrcN+5W1e$E%0> zTbrT6mt)RP-vmB-KzdD%pn+uOjUpy*;~LadfYFoG-7QK*_38a9TwGiV`WOi+Mh8T7 z#Qp8XF!o@+inQYT5PH{LsTZ*WgVGNpc@J#j(`&f4PdOpV)(AhIt_Gjhc{g}>@0+f; zu*H2UJPY*Ix=3d-iIey#mhRGw34bm0Im&Q@R3S zA|hKtX;h;eCUa*y78MR^XZsi(VN33KIzc^nsPT51%Z{B5J*2x-Wl)-iem%kBX)c7zb);l5}--O__<~FvWU9-xTF3$bQsviMIFK#YaoY;MTEAw~Nmd^%6ur+YSas zM{i*iWfjQwpMpaU%JIl`{Q6P)hCRn}C{`?EDXmo~?Y=VL{JCm;&h*~fNf6K^TOj&7 z(sppG4yyK%4@NHJMLTDTufICYcy zTx7SI;1I#R+KTVV4xAF}Fh_K#Drw(w!P91Aa~<$ryN*D%W!LUtIU=@Cu@R8QR(L-voG<)7BdwHW)Ov7d7Q3?l<9 zlJGE))A6N>4=T^Hg3MOM22tyj3G-)n<$R z>Po*wXyW5BSYqN%l8!o>W`o?Qlnw%9SBICFaB=4I5;; zLFLSGR=(lFPP02c@*wtp+YvU((#{xs+@=AkW2w|O*3WHUp8JipIM-c#3mTqmjKh|4 z)iYoYKNcG`z~NO(i`Q^5UHJU=<2^zbbV7}unp>|SQ^k3Ra~!988{>%2EA>KmV@wbv zBnQy(6Dc*)u>m@lX#30~?OODMyR*oaai0X*CI#_B^@PnV)tGRD92(KE{z!UEiRTSS z#tj4x(R}mx8z0zs|8pqm)YDzj)3lx8H%^d4Ny+jB`M~OPs@RpqSg(gtm3xCUYM%D^=^%Jtch=BwaB|P$^8s0An9? z5560ff2TqNoM0Jg8PE2Y(b9^z8O^U^9mD!0s}za}K7oCDGc(GCuDFF{D{)K^CPDhqr{n<+1+RkNV=U=rWKe51IIlFdKTE+xCdvWzH8XAyz=|#! zgmf|1!cLO@&2xjkpOxhevsy_mD*nQx&QTC7ReB}2sa88X| zB^ni7gXKNZW!H^eO&Z3}XLc&qqB~Ge>-u|yZ%B4-yj4YEyus1Gs{N{zcy z^YW>%YhG@ATb@D6$X$V^?(*U1lGj2W$UXZNmV+9eb(K^L^sit16fh`fp88Weh%`>k z#tb#}i%#gX@^*NsR%Bc-m7b5HWRfD>LB_Fr-QQ^8AQu03B4L#3Gjn5gUcQHIa)QCt z8d3=A7NwoP4zvQ&uI?+FtZF-d&1r9jweXE^4ZjwT;&D36+sZ8{eun~s^4ZI9orOn= zXO_y;3wK@mNV+)Q4YTWVEv;o#`a7=8fzOHuYF%UTo-i8js`BGL6~}yc)q=zMBR_iR zg_@%&tKgs9u355*u!X~>ct`kMv;FP7CGsdnxZ@mxA(FT`bnpKp@?@TMZHt5F z*UoP3>P~_bdbvWIMR&YLs}|$u>z*KH3vdQmR)_x5;%_mNB%nJyVIj4Cl@h&!n)fkm2amq z;`(OU{r6E7tNMCTca3tH4&<1w&8UuboVttI{1!*npUAN|Lw}!Coj0WIDousi-@Vsx z(+nT4sAlV2>95?c>~}`BeC0NZee{dD=e!5fM{&j+jjR*JraN;@rJ7J8=6aj>n>m}# zQpLR{t{#7uzdl0zjsWYGlr0f6p=ehf`MzJLOc}%7FQxd9u9D{w-IT!<9%@LdU8Cwn z&;I-8x(U0Y#q;YI8!BK?m&;uC!s+IM#wjhI>QInfBjt^K+S@Nt^oxc}xo};w@bBs1 zMUde0O#)E=KD6(|;WXihPc>L@^b`ijJWsTqe|G(Dy^Wz39rG0q?*D7yRPpV!xs~tH ze($Ngz<4ILCo9#$?q*JnX#>rqyX`<0yZlgpdmdUPzlT812%ty7F^Dj4QG$_z%i|o) zmRKaj;&>h18%(xAF&bmKN~*=`*1@5i*xJW92Duqh{~oma9d`PY2lOQYG8uTTvkckHC*&pcIV14Mg-~WdAKBxQNqQkn;6 zYh#JN!s@D@_`;5Yp27fZm3*$Jf_6RpMXJ5B3^{iAO_K^&4lU?CtVl%XsiUd@;pM)e zWEJ{AZH`mnRm5ne*s_V{&{NOwd=2`Gmm2rHPAL8RXdSemsSw8(@^EpqATro4w2b)@t*y(Z`<)s3 zY63Gh9I6$&yT)5-{X4&jg^+FF^($-Q-3;q-X*`U(=_%}F6-2a@HO!)dj zH9s7fpA9mPpoI4L+0v@dh~@O@Koq;y&KAYiL1#2;CzU>I-W3(xnJU7MCHN z$79>&+I2A6Q>gS-g>rTG>uWQ}af^o3gBLxz(x!nq;Qod(6wfL{jt6cB8BAA%A!n~Y zTk%qN#?=$&lKTou0V;`@Oa5U7@8Z+avgJaP60>>Rxxmspw2Im>VCvx2iX# zysOFZYbiMH$mNr?;{F8IDu|)IKML}qS~C$6Q*ry=c|Kh02Sgjo%nI`IKfnzFhs4$w z9WrH_Jp3-@m4^;l!LEAV!&`GFC+ij9^vQkey#(`lEm?>)?ZXmaf9_2oK znVCLoEs3ru(_dg5G0mSFo}kvydraJM*{j}*W6q$0em97uKC^v@G&(jWz!L448hzA0 z_R@(l7pgEqHcjgi&13>AExt&F&?|rYGZ(1h^j;#2ii+a>Ddj$PYPxpe8`KBYdqQ9C zr(H=_PP>JTJ^H^d?y07%r`PVT5#QY$ux!Vt*-E3>uIJkx7Z&ti7Za3{pHLKX&g7jD z!l@o8ZVEDp;fMdQKyB(Ue0jb=r1I0avWQ3RH@VAK?6+P8-;b)C>h!x=2TzA^=TrSi zI-q*%-3$!`!nJ6^CQ4Vt-ES{`?u@SFb9U>*W4-x`X{M^Rxv3zn_9PvfV~p0R1N(TM z5OaO_P^0UT0$}STA&uAh3bC|#apH7DaC zzeVfi4q+W$dmJiJW~a4d?{nW>(?zQ*SDs@pbBpPA1ySeNj&NzRo&EjJqpQ%mM@X^x zsoB8-^CBI49p+U-goLia&Qm6vsw;l{A-xHUK~89JTNybP-!YIRS=z;Jj>ql4`Wfjy z;yWV4mKRe> z%3tLls%+@~&>$QOffE;%wQQ2m#jTO{5F;+3dFK7VMw2h} zSGA0j6H)DKGsyjt80{RbQqP(FL9wT4u6C!J+OU1>iMMS@0qb! zL4@vX$CBmz9GX4eP-5lSn2*;gZxb$|^Gqjl?+lRaH$|ZL&RwXAd43@^-V&KF z%+0RrcojT95g3D<2A%PEcQjlI@Cr@vaHsA@`>D_Mr`PZsEytAFzC`dTP3@FFtFBrw6tp_Z~pD?MIXIm3GZSUT*G6 z`cJyG>;yCI+w-=mLoDrDKv^YxWkbamHoY%fF&=2{{#&u)X6!xC?Osl#z9O ztq5c`^Yymndmo3!qa?JzE)Si}9tBshpc&H3k(liz69RABm=Wt2qNg9h*;E0#`G1@^ z$niv8hIUBD4M+w|0HgK)Dfeb`wlmZSx1Z%acMD2nm()I9FCDq{1hfCZZe^U(gO#h;AEcq?I|-p-Ysy=*`0y@W>|CMNIxTK* zGoGR{`<9ZYj&pbf=~CfEDb8vzJ(n^A@dYmumUO1&uB|t`C?iFG_%1hW zb@NBZ(9sn`C#K=%W!EHOXCt4x6oNZT4OZ#tF<6LK0C~cQkpQMgaq?h(pxiHco0mmC z81!xeb%r@-bCN@}2i;ul&?U0#zGP$VM$UH+ipD2`mGkRHjYbVZ*)58TDpcOu12Rc< zMextyxQWnT(2Zvx>e?fqFtM7Q1KMlP7L1jCzpmC!IDl5<`w_l7lh6^lB(5kR29UAG z1*U6(q%A(qh0pfx?iw)F%>tM0p)Nh0M1MF@!rq>pm6f$~-4gum<;TmKox?+*u5~zY zyN9+We&=ZOwo30A74jQ<1xXb)LTJ^>gI^;T1 zmLfWn889~xTXD{U(qm04ruJ0W8O`pRVhbzoh zcc_chE@EDUK}=SEUpx`?=GO4fEO8`FKuvyZ42DEUAVp*Ygb0hNo`DxrV?f^g?b7|h z&6mmPBQlIYts2$1kE~%M>Q=w~We1-Qe5Q7KiYMrf*jZl4Bao@(Xo%kRi@m(QJ1e+3 zOkxk7y=KZX##R51mV+`xq5{q*<$;W-}_a=97M zlyyIN`}S?!!{vfXnKtB$rxU`bwseu7wO|}WY;6O!Ex8!@H!OzjeG3YVJJUZsYk5kn zkLP;4>2WW=^s2gUxW_JpDvVMDlmpJiUp6Mr3U=#rq8Ha--?~5mWE!Z%KNaM6oRBVs zail3TnaATH`%FdWyQ4{D+M(&zudj?kv`kG~cU28&86=MV6gs$RqB%CtNMc!C(q=lKGO|ga0{tZqag*+kWgrK+v$|ph`FrQV0+KoA5ped^i52N7?YN z%dWiL`Ra%=JIPR@_A2>(C;Qe6jy(ns8gN|bcnn1hn7FaJVV6HXf9X1q^?^KW7mOUc z=l}3Ri~TJHZRMxU^0m@GnIeh*AZUi!UfluoFvd>sDh7(;QJ1j`19^9n(nq1zY}z(*R!Y>+ zqG^<6+sw1o4ee|A2NnT)4gnrVmqM80ShZ-nFaP1H+VlR11mqaQ{MhhakySPh3RWk} z+-ZUy+_fd?*%PHkT4N^{w>F5^=F9t9I@aMmGd;7Vni<^r>y;FP^j~gH^Yk~PaQtT_ z^9sI7w(?rn(nr-yyUb=#o)8C)1-W(R-ylvc)NUN!Ijlf0uN3;^Alx;J!TFHvIOj(X z?v{YJ2wVDB5IUS+1y{0km-a_4u6rAMTgJ=FDP6M6dWX%2DvZG=j1bN(E!q@blB<)r zwZUWDT&pa*N&m;Zza{m^R>%4!!fcPEZc0}s_!6JK8g}VL`N;mQnbta)cg>eJhZ3MO z$xuL;i``v17Bw^^0Lf_Xhm#Iu{zU`BUwL;&E&LA-W9cFQG5KL5KoPi}f7Bn5mBBUv zeo${T96Y4x>U5Q_-mIa>%;bJANMl`$-%AV1cVHSm<4!TSNS^XCOEgj(0=+CwgQyhN z`UZrxZ|9du-kwVk>9B%he=OPcZvXFqt6cLouOdz_uQQuqs_x6o34ue*3HOsPHOP(Zjh0eJMJ&r2z70@JeHE-6wiebXmJNAct+C�gBYP2Mhvj)J-xObCFNKKHjh zi!G&(3kt1)R8E|0j&z$r?_-L0w(=YDsJXb+kCt&+nFAj%FcRqusA!HI7(!aFgwIEG zKT}$MrLa~x;V54o`1gePm+4L}hb6k*?tloMn4RtQcnzIfTnwHB&J5n5#`8%9xv}~9 z_|Hk4)?_um=k3>rq=iXPHC#@*&U-W;c9rgU-KGmw5?wFn8gDieUhsfRfQIK^C~hRd zR%6ypc(LU~k&&O);IY9v@Ewi~(dGDKc3qC;L7_2aIVSMJyiMKf#81vQ3#l6DglT4J$y=`MfD~YwEdqci>>+;KHKr$9{?H;F=PaYVazM z6SJ2>C2>M&jhL$Fqih~U=ImD@nGk0A|E zq2N&jwm)k+1Hfzh;#qk6_-^^ht+O^BJ%MX;9A_{ z#OExsv$Artl|nfE;PXP<5EdM5HuHQO2=5 z^K`G(XLb-EU|6Qm;cbKadC%HdHE%JV8P(^i?Nbs+4!^kH#MhY>2M87j8VGOo4OzNX zlSLyT7Gg0kHy`*C%zUhbcppr!Fn>&vpS*pb_z;)?KgWG@cKuWKeL_WHm2JZ~FJjQ| zQyoFCca);&A~6qd@4niF8Jg<~U9bTX!N9cr(fUow0H}%~pW_@O(Z#I=G5kU}vG{^| zoY4I;+`57(MB^xn(8OWU?Vgo~FY~?GMwTlQ8?^e$u>hrtXJWmpNFVN=EWZT~m47XoK@ecuF`1z={* zwjbQd2&Ci}vMqbyQ4bx6J-aMSCbSE>2IU?{)OjVZIk@(6bMM|wTb!jHm1K-^nZe4S z(~B|dw_uDcYbb+flI!5qjePedh8OHiUQE_ow5NxgDVM9^{rhDeon6w+q2%H2cvFyO zzPlc_@p&QeqUK!GJ&}whQyFl$51*sXS^knHd+t-)*@cTE@g4Wsdt`lUn%#a4XXerzX^3`2t@#YIyZY;{8$*00Bl#H>e04LEW#uk+x4 zpCO%}6BY?WL?Wim5qyhhSF_G&TGi{vtCrB7^}eoOR%T1}pnthawPw9F47oDIzWfJV z4c4dInU>iab3y=Vfi;>Hcu_6)ifWj2x`X&iZpOq2vj~;G=qVQ5Zm(CHEm5_3V23L+ zb$3SxL#(^bIF8t>vYTzZ8E_N0xZTxBF3`{%su)Pw$efT}3nBd7b{>&)=G3vrQ?t&w z_Vs@D=S7DJgLT&=HHY9u$dDT>o)Qgl~u}T6pVi!xn?83`x%JF3j$?LsFBj zHXQq$Tr9Et23*Va2e*Lc7l**9Il~FOY~jtk^Toqtk$!mfZL2qGCGYD0EGGi*8TI(cT?tRx3=}uCE|Wiia+B3269#G3G*j6ysDX)nhVG# z|ynE1XMRZU(9|{Xs{%=%nC91vhUeFs&09WmJ z>CQaun*sAtQ+YrW_ti72zF-14&0Yg~&a2}YX-E(SDYtbQp;;FM2Ua;Yof~)(F_rq}?yI%8Oi`J`Hr#FRNMuld326|ob zd@|?e@dcuF<6~p8_V!w%!Tr{zN;=FX%~c^w!9(5|j3!vj=mP`Se^hc%n(3rOEqaQY)5fcLll)A1*5+BF)dwkB7p; z!PSCS+i^E9=LG{c!eA2jo6sI19i4XzH95G_WDybs4l6I?_74wb`RQnA zz-P?QU$fxY-rwih#Er|(&BZ?FT)RdM^qZY64>M!}PzzyhI#|`&8)}n@8H~`?zG+~b zMIaTDxIeo2?wl2@Y#pS`(j9*{!*J6OQ6^VrV1t~Y{bxL1iZf>|5%oY1C4l@pqVRX* zu2B~Ga9EQxQRy=DoS3!`7_B-MOwOCae7tvse4)%@UnxtTG}Z8X4nOn>=NQmE^NTgN zz8vFiWeWVxES0TJvHne(`L9dLKIKo_ z^5PTWsV55&3g7$?YU?nJyvC;VBikjOQeBZZEVbGBMBs8P(BI!bK4QLD8>VXB#JYsO z3Y;L`rCfKC*IrB~oB#G|>xdxrnri}%o#X4Ar?`R$q}a&iWqR+*{>+*&-2T*S0hy$D zLOs&G4sXiA0j*byeT93*Z;J-`?^sJUJa6&Dean#a&F{#UC7P>+E4L~$%*9%Z{!PAz z;-1lmFzR6)RSPm>vW00)6!RxaBd)nTzOMjhVq(NUBvD1$b*IQ^HUc*(5S{kQKS7N} zQC%kINJqugjprB67xcN$5peNdtmZ2`8*48|U=>?_uiu9;7>HuZ@iYcK7wO=A`dg$U zT{U;;_}kdL@_2!NfG?aLMicB}<67$Y7Wr|LzH{BrT>~=$^X{D4BGHC!I)L23)#~dE zD|m^}3f+Q7tL?{hT#vXIN<6~?z1Tg_<7p&So9x@_)ce)O^(r95fOWegZAYV6wq^0+-_5k z-knO>7beKiCP1k#^Dl$uA0T(Zh}AQ>`$>jsLz6P6I1P+g1&v;!tnz*{iE1jDRK$#e zC(~#ZiJ)s|cvaP7tKLHxXr0O}$>CNj-je>l)c5jR;BAH5NLjxrh1TK+kC$3Uza>PL zB4$0ksN3wsjpycAz*vZcjz0It@}2)1cLk73%*KT|pG?2#=9Cx=9!^b(h&7}r zYwttF+BRGgpyE;}Q*W(t?5OQC4-2yzxRZm?N48rw# zZp3YR>qIsu!jHhoAD+GuMf?KO0Wj`2lR11*eBEaJJRhf28OCDXh4MP7#Zl1H6P|Nw zo9qSImDkxa2k>b0X(%c51d=PsYbwZ5pn&FCj*%T^jJiFJf`Ob2Va-}z2YL?3IGk+V%LqcaBD9?5;0^ zeEYH6A$8*aK9Pgy;^75{h}8Yo^)(cf5y@cf(#WUDbFO}r-BrJX_3yDx_{2(fyJyH< zL3t6e?9N?aJP;-5cDBY?$? z{kgDN<>~23K^30NS4`QjOn?W5x1ISw5Y#jE)Wrt$T>?;PVI z!8iH7B=|`V$;AT6WT`evljcsu=}lW${*2Pu{;2^c82PAO_p@iP{w=+0jKuzE^V|qW zzS6em;_%V3=qE#wB8S3`zzT+I=d z7JXPu$(p~-VdP-OdSK}aHMk4b)b*z;wA~ul1rwfibm~_;!!aTNop!#qkl^Dg)9N?d zE?jUDIO;!>O!)W!3x`dfp4pFTd51$O9mH9zPDYM#)HgIZLqNawd9&6zjb)ZmUxaJ= zqc2Cz(SE9dHy)2LJr?8qdiBd6)oIh!V(KI9Ih_F*NWmQ)gv-HxSe$(*j114@Q3+8b zISr>Gjb?^Dc*=+rFkKz@uPTiQlkWF6!~0sIcc{FnbVkmDQ*x8SS_P(uut zJ}ikj*FH70tXDgi=>PWI;SHgcHw|LHp^%5BJJJrc18VScwF~S>-y4^Fm_hW@GOAuG z`5{jw;(Ynr$s2J+Mi1_isAL~+KK(ea#0Lj8!6*|@gvHE%!*8#bMR_6~*t2d^2~h5o z51ThW@eOGn^`x(QA@Xf5Y@I~9_73;!w=C*XXmeG>Q#D$54cjM!?({(gc(n!tC+({i znelI(d1g&BG`~t`=7On|yd+2wNc|uvSkr$;-5d208Hw-ySm;^M`tcf=0B=-I$i6-J z_9rQh*}0fz(5C&dcYS_g!I_6$ryC*J`H=I)<^Ej6*hR>p90Mphf`-w_lcVL~39H;A zYtq{O|6xse30;PZRsLi&!Hk4&IKUr$@@Twa@r^9X3O)3=HU1+qcX*0AmquF98L;sU zBsOBV6kX|i%I(ml-d6?($#vz{cfSeJ+7MFu)!~QK?8{+eMADek&p=N#v@qb~LN;pX z`{&^=>!VO}{nJWVj?dKV!F-9n2xKp85jD>ef|f6k5&GKL$7QhLXSp{dxdPvW7@e(4 zCsiF|xZSNFU+-iL%*i($9HWc*K%H$#Z>iR(r_7`Yu;6B8WF#FPzPQCkLa@P)Ut^nw z44g$dM;k3)o@AXa|G5(V1)@Nc9A_VUoE3|vj$t69pD;gt&5F~qffvjT4wB_XrBFYQ z$OL?fi9*Z4JbUr}mCt|lst#bj*?&8D`4PGSAxeNWT>!U@e?a^vi_?1Z{F(!I$V6l% z>;cB4I+@zYU?@JyO-)^0h9nHTRN@r;ome*$2JBe2gH9tC3Z@A>lkDmywi5C~x3c{= zJEN_(^?R{oJx~oVm+Sa=3>*zz8pDdK)H~A|?@b@i8UK!V<8ySLwK!iVdP+bpx{MDc zezKCB){tU|Pt9W%B$~HBuw%vPz*_VoCfGfTE&C(a;>L)NtH#>XdrEB*i|9wb0bc}H zL(5=&Mo9*`cY_nGuxn)ya!;3fk9TcH9}Rm82jkyQ3X3ceQf}uHUax3WMkTg2_ocl5 z-hWhXX08AE1oY_uojtUiqA6qgU?#ZAV3!aKP}0r*`>jn|IWG$iX;3@0$uoeCee_{w z7_ukdG_(s#Pen^UFU~nSCL|~|bC^zB&J3)`x4a5n5K3#X5RRYxIfywg z6UkNdT;0i>HvKzulI0*E>28>=I%5l(Y?O3#1kcCa-!Dlf6W>{^-ta?b0O?|5^yEcW zRu*qE_g-Pec&Jbs3ZcvKOMqgWT4tO<%{?CahW4xX91ZocupHp7XQ#_dS6*A^7T41) zO|+`%^O3P|gd2ULe3Im}MYQdV*Qu<*`&~D2Dfu?Jg7@DvxhXaB6>9C(-jzNr%XSFq z>@p@9%0Y`=1Lb@OZLN8$(}qr0GX67%&+M|xnAR3XBkIHNHr<{5AYin>Vq|PL(O3}N zp8rUGib*RVu|5#V*65#)+#F}t`BiXzau24qXS%rX`6NLDXTu2_2Oi3^(!LTsME7?N z`EsYN&+e~;3lEZN5w&eyd!@i+fAoC!l$Fgd-uA_QH0MqX05}3HLlZ=Ig>*p;MAr9!9loE#a$tY@n8W`-86a$wRXAs|33yPh%~*Q3lb<_Q@^U;U5YHXTIEJ*V;-8_s zm)Ky*cV~}Qz22slUII_-(&pfs*w(S6W>EBPe8;Nq|Jq<`U6H={FuKmAeq{f#CI@Nx z2Kw&ZEb^t8!{51ez~+>FeMT+_#*6CEuf0}Yc)a|+A>)s?zaFRG;U2LHfK zJ7BgIXax*=2RvVHNS8`dD6?K(<$&VX5H*dWsZOi`mrW`ykDcEuY8`fpbeLEyusAH8 zKMe&JMekokqYCLT<~;{weIdp?sqQ~QS(^s;Vr2yooSkMh=x{!>b=Kqu2L}#KzsCqf zHR8GL>1H&XX`kmRUV@5I)e!(}&YM3Gp`4d;?zaj~_ODt20-Svp$@ynb^NH)3w0Raj z2b~tsMvmS}c1FsXm|L%{S$0csf4Xv)bHC4`cMS*(3^ZwCVeCFY+{b55d-;LlSN>T^ zY-CXUTcP|d5ADz6G9lDQxw<3tSE)U=AZ+8K*~cmy^LiNllnb%kuD6lnIL-CVV+iE8 z+FFSs1+;zuz{mP6q#Ds>9~%=kM=?${I8OsAj-rxE`MD=d;bNll)1vf6;d3LN>5d^$jeP^?a6l4GDBY0%q2uHoG0$|EEJ@xgbN~I7_4P zx6KX{RtHc79ujnnrW>dG?L^8bOYp`(jP;DVeefm2=`>I|Z%r_7?n~zVe;9kquq?Z8 z-5W_Im6ArJC8Rr~rMtU3rBg~8M5RkWy1Toj1f)BpyPJ33>hpir+I#K2-|u=H-j~-k z=NRKW&)@JcGdEv89h2Rd(6s&KheY4HdITJitz)wMgZ#kqa>}W!tbDsh$-i~x4yKzu zL>}S8UixUqJ{r2kQ3XDF7=IY)7%RuApasTbUON%7CQ85^|i1A;Km^ErK!m}VG zO)r%3PIlm6dI;oi<^Ee{FcCfm%5L&Wiq!qSQQ|{Q!jJO~lpqjFl;PSV+rL~U6hcJt z8-cyKT@H7~fy(WpI^Unq?dxqth|*U{f_wiKnv2w3bXfo>0dh2tZ=OZ0pd3MAIP*l* z7!Q8z9+h{*^T_c`1)j;b8)41lpT%#z`Mq1xjIg(lqbRh4ni#ov{6su)PSGdIZ#KRZ zTM9edQm8eB%I$G)9xXo%5Wf;&d3O)Jo^}*M8}4ull)$mA&YhDLdk+S@tX=71Tx7&9 zI7lwiRQ1JZURyIyy-r8Ok{!NN1AhV{5|Vm_3CdV@M3eOqsd0ZSotEQ> z$nHG19j+fPv&kVaHZVGE|MZUX04MY1L``#G_Sqtj)9vLE1dl$D$Z9EPNEF%K-F>?M z;Xe+P44YLsncolEzG9`S?Y=ZGIrJTXJxgdCpH%Nn#5^$XU)^M9k2- znW79Fd6g5XM!CLuM2Y|--BG434}2@Ap0j5OKnW5_;keF={jHkr%=WB={{}Vf=R!uQ zA&^mu{>mu)5hh=_wx+*;QTu^eWtF zT6aoXhQN_>cys64q+>D=-D~;6Ql4Nr=I(3_TGF7Xn;Yjw@;g+U8tw-F z;g7HgS2@fxePD?0hJp9DKZhINDY)TT-~1$?+puD}wW^)dK=t6@Ruelq&clXQ z#d$Em94Z>CtG~m_^T*x>3go<*OQh_WA+@Jt5vi_@PqotVHR^rr{CaVHELo!=ZyQ~~ z^vtXOgIh2KK2%-**oDF{&7l^y&pa!~{w%zp3|0TEE_D(b;Mh3opr+3nr8dwlBvQ6Yk1#1}y&?Sj4 zN8s<##xvAD5tC*tZCOzyplW%n9m7O5jUFLtZfi^V^l^9sxI$SYy#(CFpgJfX=MTBBJ!XacZ2M=FqjZo;fb0%>TBKxd3B85)peQTgmC`}d%g z2Xi{P@eZ2UNK~W`%mgCxZz*Jx#j95X!P`WNiB`7U3U8ocwd5}*Q1bcVIYIJm4Po-F z&#>$)O%Ub7AT~232X8WzH0`pfrxa=KP#BN(%C@AFbMeW0an_@&tu)h-S`mL#RwwNo zQp}t>Wf<#B6?>M=o>^|iE5D}FscX4q^4$s7f)~uh7m^;IS8_wic<7A;&;-GfWEG; z{WTcWpj@AYXznJT^CrB|YKd)KSABAzhM+#fd0KTtg!?%wgp9UV*15uWRFEc%9+d9W z*5rTQluc^Nwzf~?k{`5Vb6=MNToqH#ofbZQpR_|@@|>ToSy*a%bZ zQ8zlC$DKY`N5c3k{zMX@PNFIQ43xcFt(jV9{HTQo)0MK+UqywY!34@j-;LOgs}5*? zWpss6Ght?!T>1!r{`&s@)&jT>fJMo!Kwsv>@gzo3dVmIhZhJ~*SR4oyl5^XHKix81 zfF@Rb&epzsdv!Mw7o1(rxM{3i8azMZ2kuoc@PIrNm6i|K+XLHGlrl+OaV;)BDkYqs zAdd$7GYE}Jn5SdKu{Jbu|9Lb|d*YJW#IT{sIC`sUu}wRCQD9fEsw6Jc4|qF)1P!M* zhq8K@vV(t^T&-*kVM(-l6vrL08#Np1ku*zA{Ys4HDEiMMeu0_<2L{1v?dSAm|5>A);XTdcNpE!Acx)!@U8hfIXJO$ z4DpD_FQc{4vUC$sxie%y4`PMt7Q8b}*YOG21*6c-e`!6Y^L*0uY$hmvz{KWmD2h6b z$y&HLjSd85DL>0+0TE@uxXXHYe;@C!h;k%(PL5;`EeSECSPeD&fco0Jeh8cVZ^QMX zobse^AU&318?k442Mt3SxjE_)RQ(6KsbK1D;+ZSArT-tZ7NC|x1UsM{(XQT5_2H~K z^GhBzD^m%XRnF=(er!_YlO6qXr@T&?_~ykMFh_|t^G1MAd4d7T(L$6XS@?^r_z&fs^39(?6}2 zAVCXAjIY3EZQ+4x<_Ff!_cJ+nEW~dT$kY^Y{=5}f?eGmG^OqdBeTCVVTgEx>#!n02 zl@rZsK}7tg5rK!^a|@!FAiP3e?nL02F}eH+am=WPBl_GHMo8cI1EZ5w?t&~w9DOO`T^mQ03XloO;UeOmsN%+0wB4dAG@gY7hXOk1Q zu6>%aD-+v23n>gg`BoR|G_Ygj46dwX)vRlq*%_%VIX5uoj!Ll;<0u7YKqF-ZVuuo7 zD=D`_|NWnY1baK5yd7f&HSp2Kk%S9qE#%AoZ7skAQzOEr^xUTr1lPvH3)EO_O zi>klm_&Kb{9vX{txx{l0?C)by2O4Jk%q$$8R&o$GHMh>&BBh7F7TYto#>8L-n+s-4 z_9n*7vMnm0t_Q7$#AV`^H_Y4$e?mmAH@CH<#Ebgn&fzsfTmybu=k@!jud(y>dm1dl zb~~D|>?LINE|w}KUT+1`5p3*S%1S$1RqC}9~a98V}uv)SXnPhXd11l_M?i8@4f;O2F#MraGHD+%tOQdsiCFu z;^!{ob0!CVQWwaHCz|);imme6E@tWX)4G=;VmS>oSU8>NSGYLBtTECgXa@+PV&6vW zT_;8TG$g9k%Y$ih^hY|L+1zuWBN zvD}}cCwTX>%X`6OJ;1J6eX|L!JjSme_d`2RP`4Mu#$)Os7vUuvX=Wc$9TU{?bQoQ> zq=$}Hvv?uY2i85JoqEr>0ViPjcKM66p%PA)555gah zxbHt4v~v3sMMZwU4@H{RwP&nPoLAnUL?lcpE~e+2;W}nw_~A5#@$S(3YcTK+mC>?u z$y_Eu>Sn!@SD&;=A3T_dZ=O?8VR9fHUU|Cm>V%74DKZiRC`)KcUTLc#yZG=wuVnCN z7k|OzH-NYDI|3FSE|tO@!4fTt)ta-u?@QE9YnU{K#~M6>x#xsnOp88W0r%mDrw7$>k&kahD|i*VR?qa<65jC=JOU*J z&`XVD7?l2u6&UM5u?liHb)*j3BJyfg7URKMn!#l@svGop_4p3F;R07PaQE{86bb#}Y;*a4yCsAVU|+E|l|MQ#8Q)E4eqJ=XT`cIGq_Ht}koy?(B} zNigjdI{wRE=*-~l&!+nCNfGX`w50XaZfVN-fU#Yp7t?dbPyNr>*jsgmqr4gt4Fwv-;;RImJ`kt5dxy)%)ZP_xB^_VKkA%B1~|3o1#i`?fk;= z#etyz|J7;uJgp}F;pXSVub#yl#yw563j_`>mQvXY#p+7r8%&Sucfi!&kyF4ILE;~? z8SVOscaKD{j5Z*uK9cok0Ou&zt>v$0Nfsu4Wsl?99<}}}R|ApB{*GDyzqWMAV2G5U z-4%EgXE$ksbIJi$<0$_6RVl@RhM8c5AMS~Qyi(sD`!NW75Zf<{3w1PQDIQOjke41A zw{!DDdAXttF~`Ve1s7slx|{kA#?C9q8XQWA#;lMg;uqxK64LyspnCZ^XYCoZg4+Eu zVPL228P0nn{iDYSch);#h%+Ln=eK<}4r<>20^)!IiH9~@_J`PFwdcT8 z!KHHmY7arCPn~+KdPS8h>ML6#W3As3Yn|7tl2x2%-W!fOrNqAZvOcuC%OqC`Tir?& ze$-a-by$_6tCb@YEv?N-N=_3L*mN$7Vl1&>cGZ#Nup!6{4ta1Wf>`M9bkIcSXu9vX zmC>1WAT2$<=T-K5OFWNkFW>kg$II8du%AkN+nVDeE?^*Iv1b$I4Y4E(6L0j!B%n1_ zG6Qebo6bk1Opq2nl{dZ;F=9(N`knYBKoyhedD&{iH#b-NgJLk^uY`8>8r0o#ziF=; zY7NeGKKCbSZtDrAU=o?1{|XXTVDP!W)k2d;j)p}bC5;U)^L}v8=-Uilpd6cr@ros2 zqTW18ZTT>O&D>9<316`^T;)TNXG-)KTRp7yY)vykjzPcGFf)V<#hL_qdde6oH-zDQ zUpu!)oF7J6o{F)Sn$?~0w4(f>h?Up@Xu3Ha{zA0yqY)p`$`X`Pn@8Kp#}Fnrne#NJ z*sl<0z7NG}!~1`X@)b~HE+yIgb@%3(hv9U}j|qckf|`pjOSiBxJovwFSKTObI#K9e z-OGyZd3!NJpe#h5e8e(27;p*6L*#LTUr><{X$_q}m;BMRR$y68{QNVEv>RdzN}3br z8(cuXxD_}^TES!_VMjlNRy8P z!{m}tW8UM6Pt!)KATRdUKz8OffE!~%)ZE(X_r%}wa{5=Q2oR-$)x+SO7DA-NataE< z&a0hQLgorp)nP$wLpS1_)T6r0v;SvoGNKqsl7-);^*vv!<|3*68d_{Hw&^z#5I zPdnMB20v{$sG;_2BkxV9l12UKoJiRp5CU}a6s>dDnq zqZ_lav2h(yEDqTd)N)(P8~^63a3*#eF3)BRLF3y%QbniG(aD z4nqv{9+7Zl z5ZUduFVz+BRZqnK<6j|(#5d&PfO5TD4yps3Rj~dROv+Lpz&6*uvyYuG#O*$6qs*iH zyx9@ky#|vU!qa_Up#fu)?E8(MI)Fq`86Y};u`{}%GOs$G>C-k+2v4IMe+RdYHH>e! zTQo0!Zfqatn;340wA=m>=MHOV+C)BFiUDht4bx~ZvA8-y=_hXpHQ!~*>y(Ah=DGE; z0bMCoM+C!;j`a<{%h%Xo6wmgzks?7UBhU+Im=)BUBm(CY3QpRj^<>L+62VJ z5W2d$%o0EJ8LhPX!hptQ-CfP#Dd;&Djy5 z3<#L5mX3@In;l>DiT$NGX4w_xFT@7Qh6K`fE>Z*y#}xoOWup6Y$zL`?mIPPe%c(sT z(6Ft&i%aea&kw=X&IIb&`8iug*&G}^XtH0*Ou&XtqdR;aSl{;(P6l>G$m`y_FU{cB zGW($&;O++ZE+XHWf$H$+N`V`R;Cz?uBX+{)_3pnF0miib5qCrkD#ltV{9b!V%pCDRH-^!`=uif1-}F zYwJY1);`JuK~OHzN=Gr~dQ(vr6wT5{pz7~B5%;yonp5IgS5{R$i!eS~Jb&Rt z8BvIYc?24OYT@&H!bhFw2QR>Z@5fq_DFUtD`^S=N$;{hzwh5J-Emr7JJ!LB7?o+nzh44T;(N9^$hRGV|lILYcwHUeTOF;4xAV%+dvHaQnYkdC|E^ENKt<6lrg5;lz}^Yt_14{S=dt6+k= z>PzhD4;;mx?mZcvek*EgO_V_{whhUSL|r3=Z+rc?H&sU(|_X( zoS$~OP1c(N#}|4;SKUT)(AAzlzn+5#E>P(M-eHEjP)Kdf!x8rFPE19ySdo+-VF^|} z2+FR}f7vN$JA&MS!uzIWYE-XYWz^>4R7~@{ym;!xj5~f>44o$QpDRGvw%gP05a?BD zLU$=xBKk9x(Ux*l!p-KWY-2cP1XVZFNV`z}GrV%Or6147^Yk+Rbi&tk_TRc#XH=@Q z_|IvN6$-ig6K*6;YKCs^~Huy*bSd-$TCl~9pfd3vt#KG84$y~hkj6b zRrB!Zo#SD;a?S=BUbeSyC)DEbY9CCCMk*k`G7o2LjyA|6XP=(@kAbsAG4K9zTW|ZH zJq25G`1D57UxSPE*)_2H*U5xZU~3AqJ;wUUW&qtqRTrF-0DI`vd64<)l}%LA%8CJ^ zcFzN9lBXf})LgCbzfVE5+sf|8_;^=M%bj(q>&g>M5rIi3L_|am;OBARWg!t2F|GV; zP1rLbPAm>mN~43(%=5fY&3PInxF!eys-l}O>6N8@M0XE<2y4#wYM=qBUzP>VF>Juo zerQ(ZqGXBSwI->5IlXiA)$ECtFE7sOmAawV3+Hjcy1aPks)zLv|11j9@YyruE@@lj z>$z`j-xmObLZ|#PV9MC;t@V7dqby8j&29XTrMICY!Xw5H-OaJuAc%Bjc0&*HEX;Y0 zR!ZG72@H_)0yGb|(+k?A9;EZ&d#T*he%p<}r;izKh`r zIzLU{X#B30=W`(v$w|08BLlccOzn)lM2a%samUR1M3IkjZN6)mt1yp0hg-ouXhk44 zy+3c?J~f;)kAo1LGH|47Wtzf4egwL7d+%({VUV1Zty!oEX<>(cJ=5xd{_*t_EAN=r zY}L1*x14dR&?mzK-p^OBh)ROM+o2_+I#Kf4J%>upj9GrA5;E&zmV9UUXSf%Dlb<|L z?sF8TOK=`A5&bI!WRcta;5;|D7yG&o19~mR>H5}V2Rj`Y@_3zwl-85EfL6`nsiMlYw7aED@DJ2Y6wcP5J^*S zIDW_UE0jpLU^lK8P7IhzQfnla&(ly%H=rAT4E*{D9?64JSKMQ(M>ba*UM&BA%}Ifm zBC59*TAXwTTBPwgRR*vA;C599H~$OJOA5|TzK?B6dDEf)j)R(ron!|kGK#DLNi;3r zZ!&sDSx!r@ZB90x?(ggH@*Ss_s)yOJ4+AP3Y7jI?L)M*+N?w68BMNk&p9lokGK&Z` zpRAR74o${-ML;q|YAkHI^Dr1TDNt`t9@sEuh$M6mHh+B8bAP1!usm6}RETs<;Gez4 z;ux^`*tljcguIei(iI{K;2|pEV`UpySvX7fL#g>kNELcPYnmN=9p0l)7U-zl2~iI# z=PNEF!<2~GQ3y8yd9TcON?|a_6mPpjgv%#c)F$;!E8kz#hfNb4ei#NqrDN<8DEJu!te<9ub68dGkfd@E7O+1YKq0 zBPY54E7Ms?Tdk{x?~YDlm)vWCA6>S*fK`|*dSD@Jlm!yYk@q<-=0ubVjdoCcM&u9R zOOq1^>$bxs8P(qG>2k0Q^WQ;T6b($>yRW_j*YsoKl$?z`kRv%PZ2; zm=q}y8+fY{b!9t$WV8V)E*+lK#iLSvNbIpy2b|SSxoh;--~72VSZO8|u&`=+ zq{YQUcIk28oGX^~)bz4`(En$WV8B9sEf;r>6iprx5uv1{1O-91xw*MTihc2cE`uT_ zy8QSp)u+I1$70*{FQk$H*|0p}F(yK(_grWZQ$@@mQa`rC;D9AVev@fJeQ`wzv!JBQ zxkNP-&WgaU?>v>8f!^<$H^{23 zjbAaC)@B$@Rv{%XR(iJz9p+i|ceL_Sb&W9LsT+N2ctw`Aq|OI;D3Bxh1sLxrQ0H*x zNBt-*otXWe#+$~9^sBca8yC|I+GCFAl|hF=6|=*wnC3m$Rs-9tVxPdV-=-EY%yFtb zG+uSaE9ei#iVfI_b^Asb^kI;Eb>5&okvc|ZwKVCc_cUp!C+p9Zu}>>bUMwZIr*5&M zSHz&YS@nYorE`UC;Ss3HjqHW8ntDOEcnI zLU(ySJwzX=xL9o9#eJbr5z1?OpJMct&T^8_{I3S2z-K)3aY$7TI9xH~Fcmjn4IFQF zl7vDBvSE-9DXHl(o7U7d{28$b2B$|80zk4+kH8`rqyVbrt>M@6`^X_ep6VmUcHG!o z#ykp}crTa}$@L32DZ#O+adfh${RU>h!Y*{fAl5wun>)GmZB8j%9(N&N=J|m}EWNDb zI00#YNvS>?0sfRQ1{Xjft#2j%#13GlL2mRqDWjQW?Rq=b*>9e3C_Zg$2m9N4YF)I~ ziJk|)3_?leyXlm{J&L-DnKc9;-n<-N0Xx3(CJY{^voe#{SfB&6Vmj`yUFiHNj&a?n zs--$baC)foHC}rp{j7d7!cWHDmHlSn9^ZrClXRm22@pY4xroN~S`Df|rV=W_tAc;&ilA_0Jxhy!Zj|2Tq4gq!=s z?Mh9DQ%_gR%b5n&(_0v$x(ry@*>m`d3kwM*raCu2FMYKIl<7Yb#v|n#m6KVz7V=`_ zYMNGK=cAat1|$lBMg zSNk9+aHFuzuWz!laFE6RY`|Cf3xy&lB>ILcwI$jc6fZ5>?6#xqX|;cQ2*u`37tm+QnCfI z?GAjt?j^6ahl}Z6eFx)Q3QU3=aDhEnP|y-gZ+Hr4-k4+!uiU1pmkr^m0h1a2KVK8b zS}Tow6aPGFEUr?l)mOKX%DraU1RSVZc5QHP@_ij%GCEttAdRFo`8FB8WKjc{Y<}-k zu}WlBvgfm*b%ytZmsZVuQBQi%cg;}HWldgBDq-mF&Ns+0BeOe*KavQy0fmK-h4)-i zOH(P=-DPp$y0;JvRE5CuP@oCO&O^7Z?ik)4qvLZSB7A@St?pRil+RruIoQwlMUi!p zu%Xw*^5xXr7VXWt^zE|kYkAE@yUUPF@U<#q%^lW-MNXT4{E1~D7zm0FeGjsR2)CSg zE{2~ieTf_Qadh*U#Dx(B$>B9d1oQXjg?j|O0ewap;B@)4@=2f0;As;x9_F9P%_RXg zay~56KNpe8n$?8Z}H>%#@!_KY@q= zkI@S5PkN@BP;_B2@=_x*R&5`W<23sMgsSAsUv*_`l)HloT1P=oNlKDBS|}h^jkdLY zxWkjTeCCnu6aCfFLZyc-Hc(JNLvuD*m=u?g-)R(f|E5NB3J~=2YbGlS$`Zh4k#P%s z1vlIcuiKx7?s%6N6kuB620B+4CXdgvsH{U;iWm{LcQNdXo+(BSjy`-~R!w|!=|)O~ zdJ5LY$}1@N_3Vj8Gijnqg#}U>LlvO{<3#I?;tR8oY2|cYBbD3;2n%YM7{j=GK>}#X?@4ecZn27J@dFw6Q}8R$C^KyJTZO({`=fhJ)O z7KcSU^T)^Q8BugVG-gIb1OBfOe>w`OeS35~D8PBCu4WTl{t>LjpOIIHcInD4*Y4}O zNHVLZ9s`?$UCBsZpHidR+?jb`E!=-((_|l`DEf;J%n`p}#x0$=8M_EzbJB`RXkmlj zkUa71dj79}=jlsR&^SL0AxJf=)G$_%47Ua(Zw*1ZIwH}u6^&#-X}JP+Cfu|Nv$>bW z3HB)P<3Dyz{&U5*e<~Y=RaeHOzzL&bs~6iP%6^NFQFDiu<8fQae_5Bq)>CKQ)>`0~ zHs@J;eh+FtQkM2I67(ly6EiXl1O(AL>^+5zv)b)II*nhr8U8M(6z@;#K-4;a|IFuV zwV$V|iqCSAs2I#f2+AxA@+G2QS2eWSR76dA$*|BTg`k_}oBGc4tUm-`{{5~-q8J~F zOPcQw$%6Z1=1rmn!?WdhI?p5bAipOggsNrw7QforYVb1oJQ`p!YaG*VkIZGZoMfdIm$9#` z$o(3qx2ke~xh7G)XNGgxDG#YzpKV#{RcKICQ+KJZb(rCt_^hlYXS|=a$*66W2it{$6ukyMbTEn`F=jzJ~IeL z$j$XYcbQ#IAvx(sPL|hSO8G$c2U=)yg;lN7;SW%g*QV`1tFsb+4W%*P1x(q?LB{{Q zEumoi59>!VKtYPN8hQnI283g!t{nB~kkdpBgDRUQY%sE4iUgZeGv3xV(`MG$`zDAz zZ#wmAc-IUP+y?oZLTy=rHjr7>Pzmj)Mtb}~Qn}5LU2&ycK}oOM;LAUr4H6k)Qfz|T zWi+4O&04^>3j`MK@REYxXoD1Pm*d@v;c~B=WvrPnY&yJCj=)}o1}>Ko!kwWr2KVu2 zTT5~H-hKB!?!zNh<xlr6iqLK? zI6(xM@MLbHe!kGtk`U~7s9k>doY84CfMj0ici-nyFFA$okQtq#aRbk?&dH^w^g}Q( zFAR-s@;L2vi^$!+mwKIdb;5v2aowHH_Z%tw^D3~<2j~D_V!s%$NeV42Gvp%b1SO!y zLCigXzvA~#F^7?ou|qmWD6c%u*Z-Not-m?4F90$I@hjfR&Hw%Z1)pQ<+vg9SywUjo zYcs%74+;8OOb5u=;K!V21A21_+ihqhGCnfCGO2Fzi3re3c245$XxkzuUK|;n>y$v6 zVU7wtQq@Ly%3s+A;oo};7nCbGR-GR{e`+c@_n14GUD3L7jDMT4u|WsV;eHY{Zm>@I zut7hh;VKa;mc+lHaYAx2cfl~CHte7dSY)ZeXP02N%i6wX$%^4S=EZsJaV5UT*RC}U z@$0VV(4=XM?HPX9GBjo#5?@?E{FS(*QQA=P{`~FVwINPZ>Av$OIhBQ9UZ%+=5~BIH zeU;PtXkoKU0~R8QnIL@m=P8w$cS>TRe33+Et&zhdC&YsS83JB(ykJJk;;yUQyUfNX zDBBj>YDa5`+m_o~+uIrbr~_Cge~|rmsg|s2SI2$2CW$!*;%#rp+J>s3#OWkqCRnZ7 zARTfneY_XENLIU2_#}e^xe{$U1;xZYs)yYY;qy2t_9M^)G+#Lc_^=YlAV#91tPdv) z)z~zoax&+a^UgKO|35IUN3MQgmCW;4uaoRYE<^;unr`6XoIN6b#>@RM{%Uie`bvG* zNHs*wbbf&u&ZfaBln1{k-`wP`)m$w;98&N5ILFm2P>i z+ zAC&)|(s;xg%S$1;Yw@qYi*Zp}N%nE=Dw*8=6?x?%XYhLKglIk*mRl1>9SP;9Fs#P~ zy%HVUVH@XHs8uOG36#`lN#B?|8}jCwliSaw{rPH&){xI-u6Pp59<<4>zP8-M1RB3+g_UjZp}B%*wYfP^l1hbL5OHOi%)FZd7c^zX z2IyMU$5;_Ff&r@`gH~VH^uTrz;`Akjf1a7WHF#$C1k(?CzrM#nd{LRau+d^Nol7r( z1>NR>i-lK{)#HN+*ef#U^h^7<^4IO+3(x}W@JYUaoBqJdZ(UOP%u%RpqHINSSPWZHiCF&~K4wiT^;#FQUid-Cvx8{)#xBflDa;OqHbGx2Dt zX~{V`M~i34wVvNK6*9@SYnw)@U8_i2)t%4s1WD@2im`_FT(e{YTf?%7KnF<+cJP84 z|I*x1JKE-UbVjIfNV8%}7@WIKAvQG*@@**nI9kqxs2!+|GaZrzfTEjvxG&@WFlg9`=zOwOUE#vYX}>gL!%5|0fka<`SI(PBfjAh_qcsM4$F)0 z6n~7l+=V~hC@Y7Cg;LScbXeflweGoQ<}Z~cQNJpc1LJMh2&q-4f2wlI>||I3ZkK&2 zetH_3{;sD1y$LBP+)p}T>WF?z#HoNobOK2iD}9!@QvIH1nM*oBKw8P$nM0el&CU`` z@oCrWiAmA3a`K-6Gwl3bUZX@RgP1w-h`+CzM)zuXjD*A1FY^+Lqv?1ku2LcRpmzikQ z>D|HQ+x)Ia@EByP0WTTnIy^$CHU~tjTLDVY%AhF4s<)JVr{Iw=Ji|dWjJ7R z_%PcK8AxboNZ8vmiV6))Fosi`WJ<{U2ENR}EtwA=d10LVj|37Pp4_OI#=+Qf<{jssQbY9Vr6b^xsli2~=#ceyl2W&e_fYP{WuOJH?TDd_>O`!fW;&We$r zZzcf*g+b)5qh;c;T`o37LiaCYn6*+b=myg{!A?eRqi!}qiydbGwZUon<;6w^FBeV` zN`J$CUbXvjWT6+t5tJq;R-LA|P*3L(T1~`RXT~uYE6o@(55dfaB;lGUcRl?gsI=e- zHfCjc?h+K=*s}IhZQmEK3*DpQ7Sx0|KJnji|Mwxy_fmIU4y0tr-E`zGhr_L}QcM7L z8*1rA|Kpx}Od=XVdxT-|rSr3Wb+zr_8N(>JtH+||!{%^PR&{n|5D~S|BB5G!(Cm(p!mIqS2)Tb-aI2= zj=H{g!go~}R_2mjySz^@tHYUK<O6^2clou6Xy>f_?B(jlRZ%4il3V`ENFSUvAvpa{ z`l%&rhR3bpCydd7hJs1w3sM9hgzv|l*{MY-z*1*iQ5)!=BkDb!)-7EGdr*3N3uKF~ zobB8weTI=|kJ1Y>vudk%%m*gAcdfo~#D=X5XYHye8Be`p|U7idd0bRbUBgL`7 z=!OYi$+o_Y3w*iF5Dx7fw1ZLmp%#Wrd)$%u4Kq`4C`w2UcX#jI)2C`*y;f;zN>$^D z9yt?D&X8l%e~FPZOf*sKCln60ONi>k*XnvZu_W(S`rEg(Sy^5sH_d6|@8~hLAFYK)LE&xJnwFw>pBphX@>RGG&8p_K*fdpy9;oCr*L@J3gz1>K#Eny$LzEr#gK_1Gd&ch7xY6!D=eZ3MJ0Vw{%C zy~wsK0fKq;_d&8PYJwT{OI%u2}eL!(iDx@Zsc#%rAODnMwg_wf~o!8&QO zR}07FRwNJBVk7;Ivn}xQ?}@Q;88^1{0z2#oVEjIVKr-^%Jq`{HAKP#J-@jiDxitG{ zPyyBSdCR59bi#{c83v+n3%dM=zL|hFb_^Mf%h|kF!gT{+wO$}3~#mlsY zH69bCtm|elFOe#|BZSkQ9os0HPul&zZSMGYmjTTBKrY_-&JbL~JR)+_!~1ay+)G!& zSgmu;ZSO0|O5nknsF`xnqbyc@-N9)31jzK*D1aoE0>P1{`x;a(aUM+Ym2gjw4)&zn zBv@Y&hD zXsmzkq$?WJHUTQkmBy2y)w_#DF#9uvh8B@`M?sHt+^d>&80NkBF**v}3V>sM7tI$< z&+sdr`h$E4xW&!fy`|7UtdMxuEyuCI;~jan3*BrxL(S-zcf704S%mKcTPCc3Eo)=M z>3EoLpCk?ySHJMxJQRWv;t9_5pj_*l+<97HVNh;Pz~;2{WGnOUmXe&LJ0f$%LFZJR zqgN2{OVA|!n!=uPcu49mtL7sIvVV~$QSs6L`(~+sk+}j>EG}?@*55vrq?>RTDSDUksB#q z4#y0~nA7{Cbwf!@LbJW4gV#-cNe9+sdB28RtO3~SmU*a8Li{BFolMsrvNpa*n5N#z8&^ZLW4pFk%86&(=pGqDFtrL%p}oK)F%kPOpFZKSm6c zqCR|<;SR~G$jR8@@|Y2FB-9o%ef)bs%ggXak7LGD^f^|yfs*kdhWEds*9PqA2sy+y zWVnS^b2K?TTWfT^tiXw%`1$|9Jpq3-6P%y!>>X;ybz#H5wy;W|g?9Mu7J6iP*W;^e z1AUz0N`d)aiNA4lR;TLysO1AOVS%@hqwU}_MkFE%Er!V|c$10J1=2~n4K^NOpDRQ@ zUV5X6Fx+^GZQIyDQUVQj(2>_)%|37z62j+aC@3ijtE*G16j(1|$UFtPKLb;+g>Tm8 z)4wNb_cu^u(Wn&ab%kPWv5$>qORw7c+~8BDI4VS~GPzZFO&iA@U9LufMFR&d4}8mZ zI7!kJ48r?WfwN}FEbE{I5k`MTG=E9eQ15(p={a3xynA~jb6P7id87SvFR#O;`F9=P z@Vk!J=C`Jq1z%*B#WH}lK6+y)hU4RUNggN_?QGR{d#OQaAgA<7n%osxNK-)jcZ-aZ z+bKu(NR^LpeeiWYZT!c?DR0laWs{lzZ9|qjEQCD>*tkg_SnjnF8J*BiOk_GHss~=XXwUopepIvZem}@f_0wb23nm;3Gd&hOYC7ty%1X>k z#@8C;zrJL=Nr%{*39zpc|F%B?I5(JHU)|r3E&+gqDInv%$(L=rKHI@%x6z6+R8p2k zK%h}AUIVjfA3b2bHX1*i+^m{n*}s+o8}un0|fu)nKhoR_b?`(qlvvwC@5rUO%;1P zlC-mSBaA1s++Kij821e4nA>{?$=pdpjalxio_^c1>l8E)G1IruOuWp=atWF%9_A94V2d%Geq zZw!9RV@68%EjC2i?;x8N4?`7hE>n*^7efGxB@s^2lY;0qfx`32b$wgx}@YW5cbxTembjO#YsB z5&I*7z=cH|pxRM8hFqDX0aL+?o_%@=OipZin1d{hfO~w!g&(1R33jYt{O#GGHi9v@8ZN z?6A<#(KZ1~%bn5^%1%2LXZBGd^WigwV9M27_py@c{YAc|GSFBLT|NvgG3^)^db_iN z(mKFj-wG99aYO3YsO4+p?cF>mg3ZX%7R%an-w$*@-cwI-HtraW*hyj#ZrQ#rl;J0m z2uTO42`+z;vn8+pbc+_YpcKgFMnyf#tBxuwx2`Wu+|$@VT6o z{5io+z;~GYL+|@qh?2G)%&?mb=|1~Ml$doW(|S~f$pzoCI0s=UP(gwxqgi;ZdJhl( zamLtgaBq?5CnqAJP0dY!t?Oy8v9%_eZ>;|L`kwYA0mw^YQj)KddU~E>&Was! zOLzc?-tnWtLU%N$J{7_WhMO9xBc1Gc0mg!7>$(+HhL)l|V8!d@^=-*&c`b+ALZ27W zBwld&Ffs1L6ee8=Zz;YIkB_&?9zs#Qn0?;KV7xlFkzc^o!3(2;+QJsS6(;q zPDuREeg{`iSsOl{Jib^wQWu1Jb8B<*)JQBJC7r2`SV`Y?&WF20h6hUqO%{>KP8MoA@14I*NT%v#8pzt+aOXL9-cPR zh-i^wv-)naJ>vAOx+3dhpnqAp`9;m}f8V?`&}4K;b)ck|eBh5FY{T*3{-Am-Do$bN zc<@FV^|fbjw$&F3E)A+L?p{K4j6Vs-#qnsh+`Gtm>i2yfxf)4_Yx0?FyIcseqyq{< zkfafSl`eR6tbJBv`R*HwEx5dJ15dz|*BGu@To({fT*|oltEgDvylYP#SI8I7wCn^b zESZkuhDr?f$H?>`zph)7>Y|P;&%%ZMl>vkF#|U^*@+@-DLK-los?qF3zz1gd3;6!d zQU2RRcIF}=5JgemUG_fJ=Rn;vfC4E+^}6h*{>mFAq&Np2F~??Z+55PFzdy98mNwoq zDSO2g7~Ae0h17)()}+7KnXH~wq^SzhFzD5< zP~d)8#I>a{Uf4aeDx4OzPU=1z4nVLf*P3;VxL=^QpKU{X>)0B(RmyU9<;4B=>oK$?&Miw)B`M4((SzoncUbVSUy; z(u5(>A0@6DWTF4boB-R&NJV8ho+(?tb?vJ07g+?0%~U1^Mtz_P2-+E^u#b^F}GCa~rbI$YbOUY`L8v;-D2=U8A9QP}7A)bIt4}`VafH4wM z`NYk)AB2NThWD4YHWY}_iaLK#jzw(@30~mg*VdgEzkOuu7^8sUoN20WFq==NCimleLNSbMM45Ng-Y#mX z!7uK{+wL2~R}Ale%J?@6f(+NubtAYc^=piC1{C=el@F%|^VYlJMoa!iqDca9!om6X z>eZ`wUJo{6uP^y6-Vb*dXq+5o78Wa@gLbR$Y=yvT3MVj15;A*>K)c*oc~ALLZ07%C z>@TC@>XxWsw6VtB8+W$^3liL&;I0W0G`PEaun=5=TY?2AcnI$93GQzFZJv|ooOgWh zz2n~g4P)%R_FAiE&6-scaI?*xJCl^AGe#K>UGn^yg*P7s7HXg&DiG$sm=N#t0C`_m zwIZQQf8`#hYB(}fT(~1)ZO|Gi;XF~6c)>y!1{8o$I($zMpFKI=m%JubCnJOWbprBT z2?a-b1f`}DGzTv~k{9o)lDVC~)h2E!n7@7PiKh1YXkj!cNUOpI3dLxF?Q$`}irtox ztL)k-$NoBR@ujISJt-+^v)#Wd&kq6cZ8h4}{?GIy;3S~wDqrpS??(a1+ifm2 z%kxWIy9}pNd-F>))v$HZ%wQvtX=$lG`eymQ>JaHu#7X*<^a~Vt|H05G>(w965l?#Y zR<9$^c4MTV0F~Fb@cw|GljEN(_b}I3po5xKzX1)9$%8;*Sb%HA9%DtSl@)t6Dvu#g zzbkrHoU%~uHS(N<761DLv?l95CE4*Jc(Q#LZ?#GCCQ~~~`FDga%bEc~Nh3&!*oPC6 z36``Jw^+oQ4r0l^D(4geD!~Y&x+d;4)O2Ae^f6uEFqdP${aY-E?ETy2{Un6`1LK{fDu0g$^ZNk83y{- znIea_e}o|8su~)i>!wm6!P>W;NlrqSymMdqBdV-#JxbADQ8nw=eK$qQDdx4SM zYDO#f!;64U12CW=?7s?Dm7JQHx$}NAH8s^~@q+9Re&~@&zZmI}kk8W5@df|sNp`qX z6Uz-`3WY~&)Byd>`;(k%)}a!sgRoxWR`4S*t;Wr&C4P0ZsM^AkR8fspiMH8p;OPpX zr_qOJZRxi&VQQOc@MDP$U!XkNaE>4i^S;nbg%&D=BxB75vyG&9v7qOVVd>mT3T(9d zR$d$u@uW*-x`UNys@KU_dD%?Nb>pG9?zUXg&DVi{twI>Uo)(LoXa{B}I}*#$8)nDLD~xAB1$AaZLV`^vfrNLioz9RrFK z(#!zc9ncykKCi<{jIj4rZhk)Ov-<)w3(Mml3tee5Giu;pQ#Mc4cJO|mHL1>Ox&tec z(&mwO5t<+l2LoHh)I?u61_J#eyTT3uSB|;OV%XZ#Mg|42S~4dkhm|Z#n3qbeJTc@o z@S%G>1)VbcoV~>E@S2Sqwej-LE-305a|8z7bMt`N6{fb-&Gp|w+@wm@Yqea=?GP@(j%IfV{air{M;0M2Bt$`2XwOfqD}<^ z1kt>qs=6Q2B|2O8-AiBU-Ii~;;acUP<5rT+>JxIhak52trrcI0F_V*L2_E#~=@C_8{?BVhFfzw^JAy#Kz-))sQ!u&Tjp_4XRI$%*ls~;d047fgRyFT2 zM{EpUqYu3qwnD>bx4S2BUG6VdRMWL3CSSexkj?AeDjaO`+q+ba$P<~Ad7_FrS$!gPel_pdtKHan46sN(7h_g_l2>-J2HVwb2ch844fXeV+;a$U!`C+ zr;e8tub=jaua3&&NzpRUbz3P0OBV=_lt&8%YlU9$uO7js1VQZ>sQ>v1WGhFkZ?9K;8xfb5?mIQ2mm0G|#ULd|belTnXKz6V z8n?-p9x313>yOnEa}nQ6|1uUUmM4BReAnE+4*zdi~_Is zQ*TJs;nkJvLrbQihsi9QRc#|YnQa2v&E=uov!=K3m>JQ$4+P_NmO(#>cDxr7~+58ZaFUwfYR%@3(OKfVxh#?+%`>)Z8zP*f*OH8YX z36}c=%O#IVo-%^5MeYIN%32NMsb;YkDq}D}Y;-xB%1N{2(9_c&Us(VjyW548+w47J z?xjS2p#pTTSjo(^9Bt?_8D(qsm7xVycq4tm3F_zfu?m{=HDe}yXud4T;yeC~A`d>J zB^c;;sdP~24Vf@t@1yPmtbQ2di(OI?b=A_a_UXZ z{ChME#gt2u=zHUyyb%epeiST6*RJUSUW;&_$7VMY(j(5-A7@d0-SP3N zj>i5-rZXZ9XcbYbVYg+&+{HORzZtW($GU9ruFupTR)qYi%v+Bdy-KV1Rw3V1I)Vg> z32ax6(KXP%aX?;h?@%#naQ@PZnyIt}fed?(sdtxBKtAa4gpgn9oRZy}c>v}(-RltP z)TUbx6=X=tbo%Jnh0nt2I%81yu27;n+Gw!ST&Wc6`C=7Tj^?*Zc0>42RKZs3iCtLB zt*XL+-giKw-(`D(F~Z@#vVL2FkxH4ilnUOSJLbI^&4Ze#Y-T6)J((O}atd2|4b0kq z;~zIeHsEXL=-Lmf+Q-79y3mOrs4o$3XC~8ABg-Ngc%i<(BH=aNK}C5X+FLocesYtO z_tIL=WyY1%Lx`N4hbQmb5MlPf3&%0+;CO)vwYTxX-;Z>mI*(hSREBSiYX&Gtn;@8g zMiw6x?X3lZm4^_~hc_%ns~5&T4Ihkk&g1yRu&~mSVI_R1C%&C?U00l|ahmhKn3z<_ z2IvT5pzL%gN?h;=gSn^tS1CQ#n{Sko{ou$Ue;h!Ylcrw^LfT$B|JkmtlNT#Zr8 zppf%j7$Q=69hmxt$ws}|Ni2{Lej&g5n{b)e!v9`qLqDoJGBN%!v%9DX@I~-yWDAX3QuXAjC7^iJ!4+PE6lcx~ z*Lqi%^-8Eu5a#P;^!V#JK1PbjcJz2DHAx$JWDC(67CO*}((qI^k zBl)|J-;8siV!Vbve0ZLeSyECW`r*S%crj5uJ;>YPjL>L~b|UEluC<5maLmn7|EHIL z9UNlX&^9KTmmBfG*O*%Ke(A>#W2L2w^Rd#ln_O-0r1TMtUY*FxnlsQV_7rV$Tta>M zYpy}$ZTD))2kgY04HoXmycLT9T$2pz`Jb!At_q#Rs*h38nW?-;*L@?9utA08NhTWf z(ud?W<;0%%IRSldF>H;#IlbOH;|ONWCbiVbR7QkANC1nJwL}CweVkLZcLERtxDIp< z`F8WKi^$d8IO-m2t~$U9fpRemT!x>bY=oeF1i(>{kus^6vC8A?q3Od4|39!*1WFudH4!{&Kegv4dsM(eW`_A%ejRALz4GXBLDH&|GfpUPu1*S;q(u z0!9psiN6#+x$lu3ccU9T6stdh5@{fZ8@)MQ$EA+9+q6-va{LMv`A(fV`8jpT;6j)0 z-N8iLaA7X&w>IIn%GIbD=lTmz2kFaHH~L;JV9Vwo(LKj)_Z&RUGG?eyPNI{9_yBQU7ySv?a`g#3rf2kgZYjOm6j#AgH zW$e3m0rYYH-3Y|FVsWzzb-!_KIo>_&R4xuZg?9bScquS4R7$L$IYpi*R=TjL=(f9U zT>k$+0Xvu?f47~LmD;`kQ;zQyG2qEa@6k~%w#>&$#4LI9a6WnpB;?>{Bf8f&Yj6*1 zh#~>QZ_oK&AAJ(^y>t0z)#%a;a4NTPZ^`!fU49*HUp1dzv=@(C*rEt%(UqN?TZ_mf z@ecYQjJHr+hJ(Xifzzw_#5At_NObbvP+B|T;QVIDb+cm=aCiH$?XqDU|A5O^eY+Uo zZN+-2`YL{uukB-s6DQLfN@*rMji$;0c5ebFyLFyfJC%&U?#-$&?N@gs^HIt*{ACjjt;sUie*T3{ zr4~}qnh2lW0{643wP`0mI=}vXzMlXonN@uw`A6@;uQA#ftwB*&Q3-ueiwTtk!dZQc zqWr=itCPTHgA)&KmrOyLM5ou7(&)5y+ZdZgRJ}f=vWVMn%eHU`v%n-bk<9oT=}jXR zgt=1%whsMa_c&kYutxAFc_U}MAh^%|66Z{oMRwEB4oA^YyfIW&>uBz={T65B=@rE2 ziOr%BcLr|JvG5cN?OUq2aSc+w9%gkntiqto&QjYr1w@vauBv_O!EZLvlGymTx`ze& z1PZs=lX0d%p-Q2IIHISZ?C$Q$D#?X1#;xGI7O00McG4^Cx6Rdx zTUiVKyZOQxn7g{J4i`^>TIvAH%|)-rh@+#g&z~j)!dy4oTD2d^+qwOTC+1MkIeLE8eR_5tP9h8}ELjv$_#sKPW8^x)?LO?f=AeND1Y(v!j>EdZu_hsU{>D zxU!a6y%UWtISQxS2xsc-yLB{_9$qb}8=Q18aL(^bm43$s-1GoWleCpc7pWXah@b5X z@;N$s#Au|9)NdY-^;Q$+$`6Z!aC)%afXdEBK8?=&n(*QKr_)o-bC zCdmhJE%TSb1;e+6{PJK^H=9HK=r-11o64|rBsSdGm-hf2UC1+u-p z{gef^wzi&Yc4bNW__3f?F+ZS8pgeBS7r4cZmY`;`=Ka0#-P^bv6fS>a>lbG`bySg6 zcf`GKs>YZo84(8Ti80F2^ZStv-SNkYG3DxzK@*yCoXofdZkVCvBv}-%gG78a!py!A z8Y&alCIyHWM3B6dOSdO|_%of{jwExIy55;5(E9yW=^qBKUZQvsxM4^QoV(`JIq4Z} z_T!QrK9hOWi$@AC>n6w$5$#CwjYQaW?$*YRu?RhF0;+naQM=hZfT#i>R&1Hx%L6w= zZU~RFl60o;Z&rVm;HxWfR!C5OHv|8uzzm4`ks`k5N2?M(r)XnLQ ztw;F1G0{yu-3!zn-$h%2=haM$+W%q{UIwQ*cQYZa0q7?e>_XY4!?`~8-*gFd2VIhrk6-H44nE~qgP@@sQ` z1+b)%3-5@kg2`SOG2_-0zx3=06wCY(i2#22yN6qX%`2QV&GyAc^AHEoMdtERXCG$6 z<{{hS+NlSa>;r2LQCNq!1vetts~)G1AAJJNW~Z>Ep8s$1nEz2!Bb(I4<>IwtmVm3x zzEa`?B^S7LOcZs4cX=M-w&j^{d4*_$nOTA3I5_q5&FO7n`|;r!1VzbEiq}=-%n037=G%t*0cm# zI?SDpe%Jot-4nZb>^VRIf&aYk*z9;OjJf^^5$b5*PM+)@;Zd*tBU{V5XZD30K_+J$}4PZx2h3nUt#FW!#6w*$>MfPPgn-?j+y_ z8L4)cXnRJZ!^O)3`uD`{2@kD2s}YpHImApJNFFZe0l)?wLhfN`G*wl38BZa|M5622 zhvfI8>%TzL@`S-?V^T=VRo97wp!9DYN$^lyQ!rbs@~+#hgv*eVxvax)O_vuWl` zGWfG7QSWhjcio&f7Fa6YNEhf$-5 zosrftNG)0Y^SF2IRI_O^=JY1%%i3g%$Ul%R48}A-yjXN%gO>J}is)tVbj`taWykrD zvIc3D=)|klP_*V_@vy@~tN8_z7qUqxY1RB9C^=t6{+o~2d&@RRZ>7DCgA3m~@rI{bZ?W?1BoSLz<+t=h)^hR$at@wevKj~}f`YJ-`hhCg0eFk1r-Q0L_z&|B^ z(q+xt>2hGwC4NWXcOOCP*L66b+G3X;+bHf7TGK&%7T9>TQb602n3}wSXk5-Ux=u>Hz9H}JhI$|rL1 zq_5a^p6fW@Z{hy$D3D?yaTHju+FYsA($ZKs$@Za$isIoq0T0$bo5gfm@XJZ5O*IoJr1L#OMh_K0kTfbXbFKM^WG9HV3X=MpdIR(^_YJ zSbTDTrWbzr2z$i}0;w@kTUw*+%}!(TySrF%x~cQB8$0=FNWj5}hA|^s|LnmwEH13T zxfW^1@KzW?%)D>D&~L3h_03Ey>V#$$i>ZBq?ft!iIIFFUUg2iD0uxBTX_YB zwQ`dM@!WEL&pskuvU}Wtc4I+1X&kglOn|~o3o+>tU6dT9@J|s%it_cwT{uSpXi+W!%x>U z!CL9Yyxn?SoHaLf8~+Q)@K~xii+LkdLw72;*hk z?0=q!$RcS3!G33^F~g_X*ZgYNul)$YzaC>;KQ;w{a;80M)?T5`7?(+&(oNkF9W;b+5cM$EHW%U_k6WTz9B*p76AT}_xy0zuycF|L57)nl z7oVijC0P;=*|+3f3mEZTWTjvUk3YWkh$)e(vIwD#InY*=)3xjvGx`4&IXKzJ8((%G zfdvknWno0a4X?t%G@r^RZMvbk!3maY`&tM_uS=wL`v?5uU@a79>&@Qxr+I8$GCbx5 zz8Ht^K8ViEX$4Xp#OG9Jw|@u7vyW!1;2 zC+7pLMiNBMnmECdV+z6skbvQ6C|-<`q1EAm&rC&R+pco4RwrJygjXw=xi`}I^0C4i_wjB<^CXwcV1hIRj@0%Ye+OZ!LqdqGG_u?uzu6w0 zdqdn!js;V{UbJ~S3Ae!$9bu|aMDp@}<5bzo{c|k+EAd%Fvdb|_CE|EAOXp7d%0Mst z3p-XHV4l=NUY8}pPng)KO>S5%0=Xu)FqEOyhV@u=z61N*!HN5p&23-y3f82cs{10} zDwzJTm%xa*#188>Ybo+P^3rqNq9HNFcLc0)&-?q+z4Q!lv`K`|7=rd-*&0>09Yyo%e(F+ck@s9!pAYbR!p-bu1;wS!*~}C zO~1ALCc@46iwn)lt742Pp^hK{R>}{Q9}KffS@O8HI}BwwALG4f79F*^p$|)mv2yT zxI4eovZ7`ueLqHHjEoyUA}PhlQZ$E-5HJ^4e$f}0T-=cOXrt8`t;@y6KcpH@o8n-n z$#cmlq6632IJpK)#o`bv6+fE*()LmmVBaQd&a55V8uwPUAv#h&l%db;G;ye5C1zwq zUBtMQBr_Zx^Tf&r{(@(FvB9ItqH-`H_xB2PIg6HeOvuU-&hHEW#YzWwgsob6b~RMFtqEj9}Nr#jJ8_?W<~1hp?n?&16e~S940UZ5qVSu`VcWAq6f?m z21@^=)7}R*bD`Ccjab`M9HWC;76~ov>bxGi?(?nVEB|-0}#M}dl zkXGofJ=7Ms3c}FPy^v7w0sbQ&NZ>)8BO7oudisU%Ho$CP#t2zCIcYCxFzs~Y?Xa&H zD9LOJDBMuLlHTy=`+LB5Lan?Vk}#P)WDKd!)>jz*X+}WG#IbBM$Gj z)!K&m#fR#TBT6Vl@Kzt{#$uOHBvMWbq;F0kGl$Jtc32tYug#r>DssgqarkTia4$-s=EO}U$Sd`Gp@z8_xGM#iSE|Bx3b&$b@UXN)>-89bv-GCn#jfd`+S z%p|MThd?HnX@nrW-Onu_GL_r(N5BSQ?F6K(gmVPl9DN9s(v2o8U#T^p7IcHAw{zPd zUoX3&0!iy>!8I0BT9ysQ-=^OR3k(wX=w_amJ zq?udKb$fo&_PfXV`T1uDISR)EeTO!L^64nRUQg)$;M=pYL9N~%m-eh7Vj7J3DkdHb5`yXN^c|Tx0+}PAZ#z7@?6zm&mmRI);G}p-r<*zT4wM zl^(#3S&x0l@6(=;`6puLg(7YuuHHJiSS9e;QTutE*AHZKV`Ln4V-=`|F)8QC0GGWy zRUHnCL;HCi^wQA_AJjQ?Z=j=#*Lv_v;oghF`T7FFn9d0veeJ^clezqK<~OFAmM(hv zFgQyq8rj_0@f0CC{6K*->AP?J973y~Z0vP>$y%Ze0nx8$yC2lSueLgKW#R@S&LrBG z8U8Jzyh=@q5Bv5D8@WCl2Gm2mVFH*E&W1MxZ|KO6l_wBaOW0IE@&}gx)p&6?bMo^? zlJPr&5HZOwI)EGcJb2_5D0v(MhTKm#<}U8;h<5ElkZHi*>k$38%eKUToY08T7svu$ z?s(cY5Hz3|f6u?-SV*knXWHReY;3$Y=4f`r-oV*ZRa1xg+zXZ~7gIOl{cY&N{-XbO zucQ2+65An+^{?Oq&DKcQvi|SlbPHxS*?(a+*#Yin4+|LwRcBxU?y~@62gHt++YHq- zvc&IM$}kREavsH6K|_KM;r;R+PI~WgN21Cx^^&X@R|P*1G}te0>(5r9M|^Tq?gS5h zT?`#rCJA?~UPmhCR(r3=sz{G(W^Nwe^;5i918E>)mina;YFh@>^S_%ST7_5H%=`L^ zH%+sAI{np$w_~r)e-EDnZph1wY;3)muRi2|ZQtzOcFJpD5padVm~3{%mNZUbdcHO_ zh1C;zj{vG`oec^>K!zcq^)@uBdvABz(Xp4NZF;a(`*dyjn|;opjVg4fLCm(2WKf1k zlqzE24Y8?e2z1!Ke3}r1)~F3=it0UTAM6$rEaOP+i2-zVJ4Av{5QAyWAX=xh)EQ>O z^W>`&wEXg+Qxt~dcOUP11xP7gBIR>R-07|EbLGm3@4|qdmB=PQvrNM9D>nnTdCMC>*EBvh1}ajI z1cWco%<<~|%Js8)+pP9ILdWRI_$_nUKVBlLwj3sPCW>h-vJvyXu%Q-6CbR@R5HTqoikt z8FIMw?VOO*iv@q8$Hl?@v3Q81B;0}uM5&1NBiO&Jp}^pYbw6@hK>-|~n3C==UtV4= zDJ%QY0ey7%r!JNQeR#LzGN~kCRM6bqD5>b?<|ccMFNOW-(S1L=>3CJ7}m2L325%Yo?nBHdxvBH@iHC0q8DQu{MJR?E#`)si>`nys8= zpi$-9IaruM4(G+omx-B~Xr}PPg)~e?#o}*+2&`)%N9>e;ujh{h!NIsX_V(<+ALeP5 zk1s97OiZXZEw|tOCL<$jy8ZoG&A=cAP=>r6yEQa4e41TPzS?Q|n0L%0o|2M+f0b!o z)cg$sq(LdR9a>kA1&JLNN9B=M{NBIj$At5`m-$xEi@TpU;(w#qGoYU-Iqm21@9Eja zee7>Ow09Bo&dDq%wZlHNO(=Y2wj_^5oS3R>nLjcR#$T z_;P(tP6ojvi0QA^W*7OA7sv{i!^eDT77Dp+SPy4`wfHsGxR%-EMO#Wu_yE)w-`}6v zww@hdkI#&gd7L;Qp*!~}K>!mS=9Gbf0Z~00W_Z&ZF~vegeAtQ2x&g(t|7|gz6XXG8 zNjxc^WAD{&o>_z7^HC9s$jHYbXW+`-1l&t|4BeMQfB$|9>J)+As>D!;kh=rMumStJ ztOQWoSZUldfjYgz+*zVSQgWHj6*!vOp;lCH$Td7!8vf_d<3GL>AkO0hPY;jBZjS?% z`1Q|*t2h0mWDvzq!U*M0O=ZSbAP~A?TMN2mJe;1wmYcc-S^@HzDt*jw@5SI|ZDXAf z5bobuFmW#LcvC`m>%9(myiZO7@eZujyKKHm{7=MezA|ZITn@{jVFi#CCvb3}^nBay z?@q3q@>grY-Hy5WkkRT@AQOsTj>~o|p+#1x(iuNa7uV=aw+|V&3K1urALYRTD*qOJ zwux`YM7#bQ+FVdf9UWnHYfNAo?3V?$Zqw6=mH-pornMl{8j~(qf8sn~b_p=zb$&D< zHFd_Jb!hq?-K^-vh5xi~|J8*6l8lm)lFsJ-{(ih1MJW3_Z4Eb)x&{4HuiJgG{!&T& zs%#&gWV7Q@_l=9ln|^($sFXDVZ(A!eJ{^9I?)$O5dLn&J0zxBC(~fMgFsm|O^8pa0 z6WYdHHQ}&t-se+N%A|zBOC3a1PtP89=)~>Yw;^H_vuqh5=+T|{|GC6$O;TyW<1==~ z;QV2TMWZ%Nw-JiMb5#d_OpG(&p@cXRT`iHi0Le?at!r@K=xto-e&_q61XoGrW5jSU?rv6?$&HY19wJ4O08b04Hxp5ckItT^*R6oe&52RbUNaPS7wUgQ!=tY+bq1tFU|LMgO1ue`~F zx_40)%0ur?t8Wp757fAEpiYIodJI zxy9rWLkG8=%_k8TPp?{XI@kHHEW^c9UfScN8q~smd2qs_q-1)9{6!I$mdWEd+UkXs zZyRdN|KeNEnn~TW>pB6OUP%1wJ0wtz>;4Q(mzbhr477fj;GxS6v%LPAWX!i(4DPY< zcgIb`<6`b6J)QE8pkD~s-;0NLrHhBJO?0-c!ndr5PkHL|L%7tzv{YWJHQ6HW;B3#e zYmcownG;LP;|##ldt^X;4LUM;BLUZ_9xw4x`-d4()A@$Zjth#8G2MC=1liv61~d7k zhE`^pYItNuT!ejkf+ewcJ5&Gpeq(N4DVsB499EHh=vJNLR!mMzzSN&vZ%9vnKh03` zbT#)vZQp-)yJWDrBWKhlI>yf-fK64Amp|*Ms>W;^`9A-i`~os%Z0JtLt7(rSpjbMuX)67GF{>Lqr(RWGsr1o7kE|hQ8Uklj9l3ni|=nAqP3} z%}E4GHK|6yG}i+sozZ&dt5X@yH>*KnccSqT!$+O^&|CP=B1;(Y3}?QA)M9jUH|wK* zyZ+VFRwh4xii`XFaMF!er|SG4td^uQef}D3OjC_HV)1ex>2Hns0AXQ!d%N)*XF4E= zrvl!BmtrA?CY464f0%1T%+$uT=V)=xG8|3RoJRsJulk3oq*#F5ryvVU3)omuT787S<7Cyes_j(wmWQns|zOUB9^Jp*#?k12r>5>?Wv03OZX2g zr+Z?=Z9O4HIPVs=W4K3q9OY z;jF)oLUiScN7aLrDmINO*X>vQcv3rKGwOc9GSk|$JkLt`n=Zj$4&A5;YIu_|A2#AB zm3JXmde0Q6|027_Y{vMwUEuN&>Vu?ONUu%sBz`OF%qcYzY@bqA=!Y~m8ELoI>Tlj8 zBz{6pIh#v`kD9&pA}s8+p>+Ol=09EooTZ{8fF1!v);Fuqo(rTdOQU{QFZ~^BJkQ_y z07yQa%e*hwobUZyfbad)?JD%5SR{5SNCoFI)yrr4MzfO(C}hm7)U9VHd4n@q<_&|; z_jyfz9x&-#_G_l|`Mr3NgnpS6kU1t zL?V2%^j&x$lRqiW25v%%Wso#(lfM*g=`$z94P8_X?Fw-T0opLf&QguDCB+IHtYZX_peWL^|rIQ==N4V>W=Bd0B%AcGzd`o%qz7~fS?How<;=FL81UA=o}Tn0Se(hlMllYRi_4n zALf>8ya&z=dksrGTfs)}pyBsH@&N~XP;Di3g{J$+7A^osi5=_D+Dp8Xz@KUuyNAC> zDdeV9_=LjsQz-$4a{Ph#E3;7umW8%7CeYgvj8JY8Js5fR6Qm1n;9;z-5)Y=oKNsBqgK z&J>;xMoH;zrBil#dIUhjCdSg0{ZuS!_qbd+9`7atJo&x^AYb61p zUn!kX>(hFGAm$P|$ItTp++88=3fE#5+{7w*$jp*s(UiT^+v(3#@r}C^&)50-grvVO z;sXB7yYG-~K(VLgmGLv|xPR6xsR3@?g7ZIZPN}%`^dk=tgJGCJEQap3U-Vk;lp@#(oQG}zw>&$oOJ@u&V6@q9-u@s1uhny8WS-c zTjI!Z98w|UGa)yg1IXD!7xWd9Z74p-B;7n<*9%v2yVIc_pacLBfYcvlW7U_IS9lMb zmHud+%Xc&EI=0thCt=2$uivDEa9f(qo&TU8lC6H?o3LpN5h`M_hb^OD2F1T~OG zf_X;Eo|`B8hy6^M{Cw>g-!9mYu7?hRZkNrjV&m|A_#-u}xb!CYhl3drvyo4zriu!| zSlje7fc(6-1Za^ElaKKl%hLQ;evYR*?z3R640Df9 zdiZsSy?Z1}u-0lkUyP!a2@i$Uuo=($`bhXoUYC_=Lpoe4<5z&g&kM9j1~_t%s755` zvPqD|1rOuX+gZL6#!4a=K#3Y!zrJW13Z~cm$%TU6%Bk5-s%15np&k;9z$eASUDF)+ zr(JV1ZP7f83?dtZ_@{q%gOB)L6%W_XN>xqMT|E>Ga$Gbf??MnU2y-#_0&2-Xt>OVs zc!cP4%#R9>!af^-7yMi9A)`5<^$bb}UTDSd-VP*cX-Ri=yc)l-pa&T70j_nOCY+Q! zJor*lQUjx-6f?qKl(V9MF_0b4`FH!x2I|!Gv{;@h(5z_s^l-}wiA{WvWk_)^Um^P{ zi4CgrUHa{xxi%=m*p zn*e*M@HJPOmIqy0ZcMT=(n_XB)~Rh{6v^GZZ`$A|{pughC_D>U-7VoD;tysSPWC=z zX87IyJ5T^RsiC6-+WUFm11~zojMpUZvR##@syL!Vons(CH8+iJTNYImgygeX8qgN4m-l1%$VIvQ{dtue8&ezca$Ca5g9-bEUtQy zYJ@ZG)ia_KlwSHL*K-oCCe;^miU=1$w*XPq~Yi@$5+*>a5v z3h>bcxGCR(4`B+sR{iNoGP(8S$kwfB*x~(9JiF2lH0=b9gf}XcA=(&armmPAoMX}K znI!)3z;4MUlEw`FGwXnC{jN*a9R>IX&w^n1B9uV|hwj8LWf4b0jOkp6EXOx*dc@(f z^kCk!VgOnGmrkBbfoV)Bgub_T(q3FNXoI$AaycJ$hwKtU4B#^v?jJDKLeQ zI7ET1&*vOTqiQ6f&l?Xyn%Rny+T?_7C{v)+`EAvvrj6@F;zAU~m5pB{4xfk6=Ms(=L=R)CIy|F?b&sOfoI2?L=cCQFFm#4B({!fN+x zH|`I6xT4%nekNQ!HQ|a;LJZ$`2xs!-;S;!ex3p=@1c<2iL2UGbX0|}C)>!^et~M#y z`c?APp1nc3YA|U%-PSANN7ORgVXODnGT!gpb*^K2lwp7dOO0@?FnNuAm{61x_@i%Q z+O$L1$gl}G<%-aVzuQ7N4S;Ys=eAK;IFgB{@%d~XUxrX zI_iv`anOA~<5lq^5_Q9tOJWt`yt(OkM+pDCrT&kGoS-l;vs`T5FIK#fS8#+zZmz&! zU^#hgpd%?Ar*5nyO#5}zzZruv8t^^9wM90lt-lc9yL+Fa&)nY&ZS~-;&;MZunAP(iOy54%xd~pt z$SYbTuA};@r(v3zj4Vgw=L=Qs<@1ZoJbOn4&on#Ljq@=Wh}vBRQN*WhhDK|{%*YN} zrR$Kly7|Z%7zW86L`-FCrf6#{au)zhEoj=(=QlhuT|T!;Tw)sgZVPAjB@4IaAo0L0 z@58k;^qvHI;tq%rVL&c=WX{gcSR^DQeGEjI;&=&f$0%9UqIHxmpsYB5L;HAb?^?hP zpWEVqILs{1Z1QamxMaB+Ojy}l&%}*Yg30YP zYvvBb6!5I2kj;w}OG0*__2_)uJ5iqjK11tA`4pg48Cy(+Sr;qSv+Vp9p~{ zPPm3}zgDM<411B81sg;uUOp+I!EE}?rEAlzds#2~w-P4Cyw!8xP3ta<;HT5PR4eX{t4ZGS)CAsP#}l?t=uWyn5dG|l~Q&z3ix-?nXh z-jf?4)61Q#9W;6U;^P)&3Te0!zW@18qcnaW1{`pX-2^4bMS$lof4cC0%7U#&?C5>t ze^0i=&QO8aur9kv1>Cuz?Izfg_2fq32tXC_xr<1ITU8E+y~zwA##-9K;;m>Y(Nnb- zAZ;+80xsV~Jlsd=rGG=7%L5lbpGrd?0Q%gh ziVt$A!oh6T#RYEuaZ3toT41&NZX$mCyKOMk^iegerbqOlak%Qq&VUmDBhIwvI^Y@54IxiBp|A~@~wL%(uIJJwE= zGw+{hV&1ZD?#|Fw(+n2@`gmpY0_`^*U@#wn%6;w2RLZw|udG%sKoyob;8tmVK?H!W zH0yi-8nJF}kDtQajXWXKt4GJeP8wDTf_^Xj{O&2Z{#=BLiOj0b9sEn#MgVuL@1M3Z zEH@HbC9wu7?=8N4A=v84px;$_3V6hL0$b%TDC5?;d`dPl-2Dk5@Vg@qSv0RiBnx(1 zO~b($m?sNj|I`j;FrW}Fd5)2Ik)U~jmp^IkBTEii#VLF%DfMUCsSZ!~2E zF@p~AnjQ$bG|f$#(3608NQ;!z*95}ixb*geigNl96Euu2EHI#7ZD zAOpgI67bC82>%aVe;p9j_kEAULw9$BG$`GjQj*dlpopY|GzbhJB`F}NbV--AbO?x| zgmjm5cmK{P=1E&4x6vW%>$Zwo#|?DV{S|NO8$t^71d+`3YEps*%)*P()+C| zyS{w!qZ`5<5)%+*x(b3KNdI)?-Gl_c(($9uwg_R%2CFKco2rfsW8KwI z#vMG3?s#Q=k+v8Nk;>De6TU+rJkN|H%CM|L#|Enr0v0af%gendOY= z;_&Mijs^_kFbKpH0$>n_FGv=$iSfa{an?Ja`$Mfw!dT~EWhnk~ld0?ZRjPqd1A36G zt0-v0%An)aV}FJAf;z{Gt5<6dr@|`qRUfjl7@nA$OKSxh$A|Pp-oPkXj4-j6oifSXy22qPez2 zrRg&T#dL57AKFfsFSg6+ap}<8ti!oaj=BpqHl{08Gs|xmGdDiF&wcjAK_$4=qjk#t z*y1*tMDaqV&sKy%?QtK!VBpVkT0+Aj;#%R_kcbE@s~76!^M!JE9*_Rp$*t`(P&KOu z1=T?n;-yyPV zTA~w5x@a;l(S-MQ!t>hj;j2G?zyMCr-UwE7Pf0u;j&H7W!7Egj_9F0M7N%VvElh+{ z+;>buoHph6-^zaatd`H*jUzK zJy)n1Pb;8yFz6GJ3(b&|za8G){(6!gF(|&FOC0x9E#NdM3>gaxEb3VxGC_>o1dm>; z&VV*oE|T+zd42tlK!9n~9GVMUcg;94@s%BWb4B5>)FKps!p=MvJ!5sZycTH}>W$o( z0(1Ri+-O*k=09ibEr1Y3!NR!~g#bJ{sC|xfmP`QP`aQ9*K)IvB@SBWjVC#DC#<}CQ zf<-m}kpfB-WsSsTR=ZMH#8;|IRmz7_ZV0w&I3g&lnuPS$(M8G>mj|*>EKkU5QHEqN zcRjp*T9~{HDr`~NpSU^}@wId?@WWs8$qLL`E=s1!!7Kf!*jmY}4FeI{$9{Gl8H(J>9`BnNfikHaMX!1KT*T)d@R7bcXcnNf5<>)zs+Z)pf9_D* zT4}S^E}n>+{eCcrOVG7>Il5ReqLkmcw;VcB36nb03K$3A+AtkM@P?ry1}tGT#k z#YLw?iA%npt@|H#1qKj3N{T?C%l>uNne^^gYvue#Z%fdp_ntKq#nL56kUxM@f_{q- zJ^(B+tS*)YsTov;KMn8WA0`2*raA(^-@bnB=bXuHYH%w+7wNt~@!f!+|7=M%m?N{Y zIT(s|rC9j9h;_xZ5e!#?QKU;^lyX_=0=fg-`Isz$%RcufdOzXRp0$lyl@el&l3;pV z_P9yxH#M3U^8r?$tQKmGNAXLYtr55z!3o6yPse#Vil+=7y?s-WV;`8@QCL-fW&*Yx z%1|RQxa&_~ZXAfoN*7)c(W7I*ipjCD2ukGjw_mfs=arE^VO++|G5hD^UV(_fx!bC| z`qA0z4e3s-%JH;}3NRadETp?%S--BR_wzE>(_PZr4c4q3YSe2KPppt_pEcskS6wo` zLWFn#j%a&x<(dLpl?y<4Nup^|>)*2C`c;Sl50pxQ^V{(C2FOZkQxkrjMI3CS2$Y=w zTa;qTd8qPstF4`sg`Qs1&UI-5mW|o1Nh#zYQQKR3lgTi$0OWoPg$~ZI4jYcnseIj^ zgOovk4q%W8ydq8pq5`wQDlrUn%*-fgJ7@tZ!?}cA_j+L%C#5g{VjgE(E+Flq#?pYr z#H2=9Iz9vX|L*&n3Ys75o-`lFOfrs?+97=Smg2ADR@~g~3|RAGmZ2H9b=V#geR}O3 zLi_kZleF>MbU$GWt6s;A$wr7&=KcW>s(jL2s3Dw?m{fkNzfFhejI)r&eG{DEf}>e) zc^#@0lO{&%#gMrFhH)mT{(r)_CiNCm^bczCL;md1m0Zuw{SZ-M#QqPg1n7=4#j!BP zjvQd@{KU;L>i(OhEd#Nk<+%Q*_H85zty|AZF9J4d&N}L5o%gTeKc(T*)_JO|zbId$ zn0S5ye!=;b+wOD(j`3B0+>W9yvYn@>)~D|QU81;ZmZgZl)-ezw9XgZ|n7{3pL+kub>%>p^61U~&^7QG6LNs4U zrqHGP>QrR3*MOV>+T#x?0U$GIHauKObNcbg840%~_{g(?y0*5qcWwV7lARD>I$kV> z>|0-2|2^*KgVl4E<33h;vQJ1;=c?a(8**MVh1`g8NWFZG-e;ooF%}~cG-@d%61tcwB}i<9gq>3!_UCpDZ-Lr0Ik z8Iai{WhIWeY zEXje_Xo|e4D8Y&1z>q4MtQn1j88G%io>d-h@7dl^9#I!aK*iM%vi%otvgwfJV>95e z!kKLDH%}o~wF$tm@(;qWhQ~?{jyPCGAI{-mVLD*~Fqr>H&Q$$BJ{e%nId87N99Zcn zP`7W{+HAmvq!A2u>5yd_y53z`m-6`{ndS^MQS1ehahwk2FJuD#!?1c>*~VerM-{KnMpOH5qN71+KmYqad@ZEivi zL=Q4hfh7`GZ?BG2c`wp`&ScYPYs ze*16FX(p0M*M$Tz^vcZa>79nBI4Khwa%H1o9690oN>b^X?H?H}=(v|qE_>7d!=kG7 z6c%YZ#rgRz_O-(ydM+<>i)J;=AJ}`4i)24gIS`uQiEnx)YY+caowxYWqFx9599gxpngxShJzrp2e`0R{UzFDv;l4jM`5<_Yf1j2a9{5XT z%Thkmy_Oz?NH-$4*=@7nvjbKL@*xKV3J75^*nEgGp3)LSI;fUFW?}(CDe1v0S~Sh` zf?o%;N6m)Iw;L9HU57kMPald(l#q=edU_RsSu_p7t^RB2n706Nlse3w@p*;RZxO2hWG5zZ0h_J|`;zuALP+X+LLAs_dgn|hG z(sCj?Esi$-AmF?3``jS}bfOtYI=asxASI*gp>P(*HN7WziTM<9WQwVcBIX|vrq9`%l&jU6foqI-eTH-!FH(+rx$B)d~UTvH_7f}TrVkPnQQH* z_ET;%fKoO7^}{mkphK;z^qxhI+g@!$Tj`QqT&OG@teyM?TgbG{i-*Z?qZ#JnYw?TU zfAE*yz<@KJT54^Z4upIh58Zr7ar&?t5F)_=Shh+f`V$=>uW_E%z%@I3#rk5$T#v1y zIO{k32u`fgcbGe9R;n|7EvMQE>OWzWNy$$$^Vf(0 zW7U^J5zsgC_=i)uo!PNo&+ktExc5jgP{iqR(*XdQ0qcd&pPFGvf~1u=bYoG0K-*E# z=?){!iAj#d5{|e7Y6iY3sakhFuId6cZ$~vQDEO6;AeVjjXzD{AS@U zLN5`-rJG@~-svl%2RNrG`|67L!RtDpLy-+7;T)P?j|O!Ud}1Rki+O2hq9zQz zd1?1#fsh#D{GTt{iBnKm`Dt9#jZoZzCj~8pE|7x^>~a;Bt|7|JGS_-7-hg2z^T{Mi zNS2aGoit#FEL71#_$KeVMZO4(O{u7FEJUz-iqxTgV_x8DO{xK-V$^Vi%@zW^L12sj zMqsOx#uEH`B}*`@g?WFm;3ASJQT!6*n22y5XtyBK$AD=q8@WNpiZ~&r*P8G4f(|;| zzbTsXJ}S#e4_jDWL;3OwiyZ=mNKw1irc(pj5Wo*Rbm1!jFf};Qj#cOv!xLZbuh&Np z4zsp$=6QZADQWQuv>XFcTzt`rdHZ>ojHmjBB@G|P)pBFO*c z_gv0l5aXB)`cYk;-Uq@77Nylw5jWmWuDr7PofC_6b7Rm{$7dKNH0e8_gkH`x4{8xS zsZjrca8-%`+4rFa3_U;|V_2?lTnqy68Cvvh_xe)mks$hrVAHpigs1+Xc;x9$MGQ)* zGE18gm%UPqzj>h15_(nKNESUDQctyP73Xgf$&kAkz_;~Ve-xOF*!8Oesff*yI3LbX zom66Gpj{#M5IQ@k0$UFcVH*r}t?gz2wVI@-CK{UhToM_g*dPVkY0msHQ-Gj@@cmiI z# zA~g>=ZfaSG{hEv65EIL5?ygaDCF3$f5`P_pVDFx^B+7MF5wFh@mRTBJo&QR8aHkAN z!N_s*+fk;+zSzKhk`Vr#Q&iKj1|GQL-*JSM5mI@8=HOp@;pg=aU!JN}tyW9!C| z7-DewRhwM|J}@5ds6c$gcI8HHSHa##39|189wl60MVq@>Mx+vba=%)eMTAHlF9vli zS+wwZ!;QsR9eZfOO?fO@Y5UeSxwUGhOJ7rNq3P1$=x_NYFq|-Qr1BO@)NX8C#A9cL zBsmU#Ljcmc_Au@1FrAln2`mizyqnt&Ufa2vh@$P-MrQnRxPKblyA#HRg@6QdEo zDpG(Upm}xxszuF#xQW?j;xX_Pj--Q5rG-Ywqp7Bo_iI>SV4PmEkD6^&GpzscqGot_y4{6=X zR0GcAi|4n*hav6l?P-$qH&2q$rxtB)fGrWu;t6IJyngcr36h(a=l6wg7oY2BqaJ5X zc^J!MO81%UA`LqnBu2A!pU{O+F^X3CM{Jq8bGFg+Kr{Eh`)27?A_dm3Zj}7b$yMY{&5Ov zK}VlnTv!MSb?TP8-wUD5ZRy6!)2?|jNcC1b&9MrIv!93|jDmj@{~K?wLOY z^>Lvo)0FhsaL8zoAbPiT_ZL^)6#j=Ss2yqWT9s0s&&2>v2RopJYp(Lf#_=MUZtKV~ zQvo2VNA1$1ffm*6?kVZc@KB0?y-i`90?vm3+D-O+3tp+Hb+D-()nlFq4x%jW$GR#O zB4gPT*mjUQe7WN54S0g4xEhw)GyAuZBuaK*N&}1bgn#&aFUbF}Se>|C0ybjxKG1Z_rf;eSz(Xf=0}nBS7^^--|x zZA21X6Vu;L`b>j*PZ2)=84mXinNkQ#GonSNS6K+rNkb zFH~-BKImS_;LMVqaY)7}Z!gPYb3W;4B=qeTJVG));5N2YSPi5BHH-?we|8?+0!QW6 zhmP$D2%X`TCMBOc0w`wRG;~FM?Oc6Va52p!2@~Ht8!$TtFc4W|vxx=U^W#r@7oq?o zLWoG1>y(avtI3fWR>P#$53{oQw5^&+Le6Mf$6JB2kofgs%{I|EbUpwH&R;7coYx0& z&%(ZW{t)x66JMZ=pNYv92DT?mVzMQtPSa@j4*7#IS;KjUh_Ae}zic@D1o&xGwTSEK zk4HOMyct9H*`#6^2nh-0{*i+JILpX7OB59GLxGLYnI__|My<-Z=^R_3dqmkpBm28d z+Hu;=Ps^kWV!4g?zeoDs1ue>ErG=*66I} zo~(b?M6~V*vW{%}t8Zfpf&chQ*lO88bN5CS$|nyi%f%BnU+iKyhN$WsFwYFjs5uHQ%0Cq4C?u zrOP82x#lL{O(%Cy9o>-mKTPdpKqOnMmb=5(YyDH-dy*$SQGh}r%hvs+-x@~XW*rrB z*|h4gb>&-uXXF6HNMG|Gn*zfiFla?)yLc9=0xUO|fy`(KUS;pA)sQLO-@pi8sgD^Ag=$&o0R4g@^tKkhboek%n?3H+`IxDL`6 z=^!WS`uepkLq3f3FTw~9%U={bBy!07u8I@yrzktrUWI%fiHvGOaqMtbZ^D?&%IO`M zO!yoNR-kKw@-GRK(ZalKu<)CK+%vteA6;Pyrq3dD3{ne2O?*yh7#Q16qR5__{4REB z*kYr+QekVotWOs@`}R)XXVKj9=RzB!b!$qA9z3hJD=9?E*7i0G z)%fyd*A_9|%{~<|0HLs^$stFDfOh)8CiU|WLv1>>p9-5PA3=P`-fL)$B7V{9L2lU? zb`0ZGjgezePp`-YPgb9$wQM2T!Qw(j>BHY1!IivbY_RUBQRcM3>rbi>oeLtXvRJM*q0mKFVoA%H)ccA|N z#Tp$T5&3KR=VISM#T)dLN{1Ko^Sw)d5Rh6V6BdUzl$4oBeWa+UDD~(O-D5!btdY4{ zr;J#j0&@!zZSMT8N&Z0&{|r|)?JcE8AtTTD<3--GnV^Ym0)_SSUznVmCnJ4Z?rFWI zrB6FE45LQKRB(9@D1S=0^4A}7bp6Z2LOm^`dF^iDJ7LIB)9gJQn9l^V88UvM1kATM zIXN?=ac)kuzAuq2a1ovWQui6mnhTwqd+hAuLMI?V92gi_GaE#~1vC|}-Uicnk(z9t z;1AicJ9CSKzY{}NDKUHnTE?yY+7Z9vi4pC@F&S7fHBevYZ8LhVcZqKk%GqzD>^xu- zKVB0su}tI2k|9e#AKma@ca;JSpg4S^BA0E$G04lIb$!8EOy{jhcnA!#1s=%1xJ_$U zGbGi{9rRBb_0Gkz%DCBRb$GeBAkb?zphz-DD?7u@>WQ47eY}n0rK?P+Q(0Nr)!hx) z`oH!51NrQiz9;K9c=7|G*FCz&t%}Av0(HX_vV0j*W6t34U z$HWJT9@#cfOqZ_H3kw_KZ=FML3~L_LUi76>E;j=blUk?lLTezLE0PDkF}S`FKpg;v zOcMjf@M?`=*M&7yySV+}5g?$@*#|_uxddI57)=?VQ5cd+ zf)l6<7d05rp&DW7k@H#7qLdrRjAbr15DWFF)g;*!)*kUs>{Q#l7PQ+=M#<|w4kZb#zX7{D!btN;XZ z7ci1#<8MJPcYQ-Nt(Vo5z4~Mtho9+xRXyhibE;?Dj*JCoQam*g8gi+2#^l|Wy|FgW zzWG&Oj@Oyp8sUJ~+%4ivdfJ)aeu*y0DCp0=q_DQ-cgsKRC#f zCr?bl!KhI%sHxBRcWdRb@;o#SjeHF@m9IJw>%u}sgf#0u3#e=*cesb6$=K=~fEJ?( z57Azi41X{C3vOQPR@t~z{A-;Pe7>rnG+9Z}^^Rm3k@GFtQTa6GuSZQ)aXys&G4KMS zk+2qY!ug8>00b>WCpCjSHw(tb;v>fbXlO2*q1*qe5psAPR49D;g%9h7u0&QQvZN9G zfMA1vj?9&ZlEy9Ra5S$X^EZR;PJ1Xo9x-Upx^wV; zeT|K-Uav>db4(v1UlPpe@!%nxROE^8(XM#yYLYaQCJhLGTYO{dHBLtzrIN#nuynoE zBMg}`N)ygX8g@(ot}YPiNYj%4FpYS#PIw0Zw0QRoSf#7A-$}Nf{fm2vvWF)3iF3D$QyO7jaSXHPx$`WipA(T_X&@q(Y6CMEiODuJ$b0iM~f)acXW<~@> zvG3v{8kMb9b1g<8%wS+@@k1qEMj)`VvI6=y6NA#LUADhbRtWIYY-MF-5Xf&hCnh;& z2s!ui+e{A_sFMtm)^{k8q^3ohMks?p^QQ&cEk}S^o-kKyU{1=sLGJwhy9kbMlTGIm zf67)QpYIXQjL>rk?7d0%%eaoojLG*_+Q>GUb>@#ca{1HF%-Ps?w71@BXYmFMZ!}Cq z>1HsCh0AWDW|=eQudjfV3iCwpfRo~K82AGmk-LdSSm4ENjC*yOFH&5T+$Y?jE7<@q z>_ip;=7n0FT_uqT^d->OA>eSz9c5MWJ~ zqt=1f$Nk&#jeIW-^vj=OLDGP`Vz{kH+IueahcJ&N^nnw|lf)O@xje%7k%$EexxWk$ zaO@HHe|Id??(xxq&M&u)K|o#H8Zs3qGzI`cKvTD~DNu@Y{Az@zr+U97jTlrVc0h(t zJvA$55LP`sVOoa@viT-MM^;##0}#rWm5T(n)Az~ymqIE)J8(NQwNR=r&M^clGr>_= z8U5+Ew{Vq)R1Kg1?uR~ritWwS($^0eP?w}i^}Q7SQ|xJVZpZ`p-JU)fL0uG^K$k9V z@p=wUPz7qWIy~Sf{jKiTNQIL3XkEa4FB#{e1go6WUwXFHEMFmwcp@Ou(T%;URr%GMAL} zKl!Y2^Oo8`4f(X?>0 zVrRpae6T$TrbA^^X#IUGbR^h01AJ_$&xI#!8WR}1qgGA;e5htqF}1(ewxIAP`v~cc z5TDSr;K6+&G=ySJE#1&F8j~eXB|cJV)>-mN3;m4a=Uv=3ZlV_@_V3sM`1pAE1FplK z5gHI|L4Z6qJ2;-~8Q%91NFb=>uXOM_-BKPYFQNQ{NxKv$yu~PRH;P?v>eagcEeKQ# zqE#W4L5|xtaT`bk{QWRv3n+ZhT=B=?Xl71*;m`YBD06xz6T#1F;KQTS{S~;*@Z`7% z(77YO$4QO@(Lh6IV0nBNF$$cTk=vR$f((N6XcJ27H$uTp?M70E4WNpbf&?ppZeQtm zckuI7o|@Ddar_*@#>A2sGY&sXac8tnmsV3F)}6Y*{fP037F{YInUn^H!KM`h%Tt-4 zCs{P%Kf4nRWHFXM!9cNApq2Zo!RzSp##ki_2ghAKJrY2Y(*)MPR?;*@L%u#)M{+cA zLGi-dRB~N_na>c-;NbTsG^j#qgoq66^QTmGS354C4lL*>5yM$e zgeqxmh;GBbZY>19cHK7eHX(! z6Luz+GtZCgBaHy^4<*I(j&*v=90q60Xo67$VgythioEU%Z8a$X zGH$%@)D_M-bwRF>Pkx~qH4sB^u^0+^_&I^m)WM^_1dnx2?OEE;jH*&wG)9b z|F_kI1|ererbPJDxK$)~pJUArXc`iQ>G zwaE(5R`JHu%c-r#4axss_0}U^lzh<_0l){hyYT9OfLwHfhkCS+0zZk{X*VrhT1Qp9 z8wdFkv#s*Us7}pkH;t^I|1@a~!y};2e_QqMj&b&f^@}SSM8B5(ni`&YemIQ{3MO3& z;z?U$m2e+(e67+l-SGEcA}0{Blx-@E`S?jC-EHo^g*NdqhbUK^wWSVrQoUx zZo6Z4GAf(l5b>MleY_O z>^EOSI)wl2LB1INt(3Ly0Q6#kV`3&r6`k?CCZvUI325YLyYGIfR8*rD%SF|B`jiP) z^9+3a_8{V~y)3_lwUrC?Qct5msa`b+r!9#l-D~=+wEhyscME=WZ9~u^HyLr`aLTT| z`r8}$cxrg)KzUq^V->oM>q%<}SQ6a^5LmdaYq0;utH)>`54t2gwzYfOG=IY!`^v9~ z5QrzTR#<+QkQ_|E1DWdM^^r0>Bci`%B2NK2JB(Bk`deF8AfarX97Wv2s76jAuw<4l zs}(e@d7jUf#ecqG8zCvQyavv({t?Rag*hjbm&o9GK?Vc?3Je^ihelu!kwN)WIz~oD zfA+uoHN(uW1ui*8!pE)psxqezDdl^I&r;OpLkQxOQtx8i#oipBpBu$~$N=i)B+@9E zmC&;xzJG)9&fnT53ES|5=Y8}qtIhm!UxXO&al{XX{ya?U79b-t}j%l^K zwXdTY(14T&N=F0*$xwZY4|2K1kEfP@8*hBw+yLAYL%SaY@$)31Y=|{w8U7J-UP3c9 z`*MJHUmxO7V=nfwZN=9Yl;|%?9vB+-K3l;SYWg%pxqa?%?>!%yFVLOS(AFj#0xkc* zjEs!ZHsrtSCBpst+lR-;zX^eMo`xGfAvuwdxC$JE#b)R6$#@lA8^WK`KKOT0dZ}r> zZ>O}L8wnVUcrGqJmfNIJIW#pGdrRM;x4j$}y6}K@Ds=4z^xOybQs4tsK42PPjgenlpaV$siP&{tiW!#-n|)6b4hann9U=ec zliC4(T1^;T8ni=Ff>jf%;kFMrfQXlM7xEX#cEbzCelsM>&E+Q1S>OjeTihoaf9tiw zLC!aS*}xZPXEso6BvVNb8|mDS+6~~B?hI6pVE{5URCI!}YWMERX=>szSS>>X|6WiH z8|IEcR^5u5f=LR z`fgjj@ScG@sS77fCT3OI(a4JfYP$dH=KljV0U%e<#?*ngNwC(8%iA_ND=B7=)^`w4 zQ^9HokN&zS!wl{FK)gmd6Vp9|&2JztOd)fR1IW}m>f4blAO>!iTe~Cv9w1p^zwNRo29b)IBsz~NTNv^OA zuqioS(sOWdWI6iNn(i)q0o2#1k%qsyt)(-7`7#&vBnq01el#x~-?)gxP)7SWzT(UI z^`oTNGElm6xEl|D<(BdRrvCGzfTN9QzI7bSR3LHIK?EUk6d1qF&;@(pTF|XHTB&pm zQ^2+d+*!OP$$yV=40{YK@E8{|2<91R0KYFS=>bS5*f7$`Z!jRjL{TLWL1D|r$5`rV zuRhp_7QvyH-;jCqK4i@Tj8)LatWhWv!*=?h9>^Bnf7Npb%!qJCq1@{`oXdR)D8f@7 zOGsjzO8DU70WV*^%$-R6XFV@~^<-6e9$5dkg|VAT^1nn+^n~$9MPpA25bHstbmYnG+QOu_$`r&&YDb0XO1{iG zq@}k|I()0*Z0hh-s<_{kpb3?;ZL%YG z{ilWKV)m~v)5EDA7hgVsagdttm$YmgVtV>yfol79j^u?^S1+xkBuy-{dJrwDX6--Y zh>(E2o`JzZBrq@!U(Urc+YPXhd<_c&rKyhLKB?k`6;JHR8mpL@5x|b!rJ<%hys43W z&8}hc--BQR4*6lFN@n%DK0ZF$Tk3ybKqd~j@s;+D4tNNdVq+Z4n6+(MSU@@aLj#d& zIH``%I9njgrJ}krGtd9iV*IU) zzEJrdh1Wo<4Rrsda1pO00bAZpfB1N{pu}N7Rqzq0M218~DS(y?lUh=UO-TbWjqkam zGqF!N5i#+p$pdBCvwLne!!mTpqtDV*6~cDHql+yn4f}ph@XZ{jcrPBeA^eaN=OfK0 z`^cd5R?wbW7UAa9x7I#plDoI zM*-xW+z&@B0CE4;ZIi|clU0j~PnV}_7bT)@&!Fp$NR*N$Qvpu+k%$eOuj^GHbjQVr z310(GPd&Sqr!h|e&!J{3RBvYI<(RIAdysWd;qaOx5Qu^a1pGfM5z*4ZvIEot&48e7 zTZ-?b%kZop3N`fh8THdOXOV9y;uJZ_Kt3Niz!#_&H-^w$ZU@T>>``H%V_-OfA)5#g zu;&3gY9@NtZ^m_|I#MCPxSZFA=Mz452$A}&Ax1N+FW6Wy|-<>*@r|wZe6q^01H_@~MZ_PkJr+{?y2KevwD}i{Cpu0guxsMlyy|wfic+oG@?m z8$ILDPHHdPX0-q?eiPKlaAFwb-QfP(sI!(SkmH(g9e-wNy*v2TcP^AUO)F0(#imUE z^gvp_@r7{8i`_3ii`GEidGd~q++f-` zQtuNre>O%Ev(Bitq8yum@AiDjDAj}{4&mdAcVz=SdY!g>KY8h|VGn|4RTOwmuVzOu zP6;F}+p-af-{skB5)C8(-@u`K_8IagDp)p z9*VlB;i3WDcny$&Mxj(!SGV{V^~tq$Fo!Yc!o+*rNRvE%y{kDKvuSI*Yh}ecVOM>1 zQSY(m|NR}1F>PY{1iFh@XN}C{2Jw!arzMXri<4WN)8QqxUJyGQdw<8FV}}mU?x*!>N7;mdRrZFFWQ5SFD~KTEMpxvEFMI{C1ac*V1+-9YFZ$%lzFaKV?1YNu&_O4@b;K%FIw8 zGgaeuZE>vkgItnVSFNvXV!sgXA}j)~pSG?pJR~0oZ#LS4aqYjQ{Ms57au0_p<~g_a zky)0)M7b3(jeYVs?8#^mzYo4oOq@Ba2^PDGTAFIdB?=FE1|n@(LI>>yjV=P-r{7Hf zv+ndT6`lJJ9)yW*)e}HVf-YcA?U6}AK|%FBH6x=LjLY?hS!AW{5g0-pcGcD#FE2q~=07n8AvY$r8tvL}Nhi?JfqzNH*n1cX#Xl$^h9v+=Zqbw~&xDINxS|CE6oHz~MVH z8%#sJ!+*A^3xZa#Uiuw6a=pD+G0D9El50IoSX(%p2enU0nq}s3vy&gDQmFifm~?n-gq0iD**V7C)LG zcpbdO&CPu|ERcAox$ClUXbNTByTnlpmMH*N$M7mFtZ#5IaAZWEkeGN5IH_jv3@FL- zZ_F812D#i$;iF&7qWWaGOD;Ej8zpJZ#H5Vl)EA+Ee>nl&8tNM7b}U z>)_VM`1mMDkSPZSC;8Ks+I%nT5Q5j>k5ow`&(F`Lqm~vHxc=h;a~}hxO-ozbm*Dp{`sIAdg+Io6tOP4F^zN>D<`T5%5;PES{{F|A0w!+D_GbH1p#h;HO*|;8DLH4|O7}3z*td-24p9CEcwb zUX#CXcE8CCRz(9d6b#+n*ZQ0w+= z7ItxQv9w&nN;vO)&P%Yx?2;Bre+74u5XxvuwIfv)Mt~MVKql4}s4aMXQ^P zgw00-2n}gXP0c2o(CD4Epw57)axey3gaAP@+TPC2e|(^cvM-kN8FZK(huiF!N%j59 z`ucjGPOy!+%)8@4ro;Z`BQOS&8ief)TVae8a8cWy4G>6??sy5>N148}qLcIU7f+r( z%>W}lAltAx09e>SfbW-Yk!}IE#rLG>VInjTaaRAHMbYfsfR^#m%`E)?uxBRiI$@LC zV6)6GI1djBpeJk4qgc8b#VH3%`*ddLWGE8K7wW^hvf#SEadO6gmrpL> zQC+Z4qOZPmcklkV=&|?VT@aSWb(jq#Ih}5Tspt*&yM3Gc92Vu_v@luc zZ65e%ri0409#kCUxSM!mvaZ?2~I!}P_Qvc-9T-|$YoFm_$&xC?|#l4P{|T~ zx+Z1_m>=m8iNm7BAm2O6D5pMNpG|X0QT;U{KA!mM43=hW|FnswpB{q5 zFwA~PwA*d^(bMyJ;Y%#N?_VtOtqj_c`5D4(Fwu7ggw9enHtefwYus*|M(1-RP0i;g zd+8c1r67J4J6+DSwA>zC2R$?Q)w~>9#N0C)RiH#ClY=UO+n9pluLWI?2VQAW)Y2X$ zrW4`dv+Q>#B}YrXWQy%EELE)SLnSmo(nGSVX3la6lm)rqRkhoaqrsb#tIlb`vs*JU zA#~Q(WOf>_J}ekoW&hG%{i$ydKbEpF@WkxCs_?U4ad$+_M+MBSRz`+D8Yxl{-Eqk5 zmqU_g)RuC!`@R+BlQLU6B{<8K=d4C?4T%mzpL;=+O@I2GTEd%0$Ry1cyf1ag0Trp*vRxl_^1 z_Gt0xO^w~=6#E3t)3dgV=;-Kaw;%3IjSRwqm8^}E!=O9v^Cn3O<78ewM zQl6T6L(?^GD}Y5Mq77QITT>8bwvu1f2r%m@X zd>rB;gH5!brGliaTP)sc^k~bxfa+DJrk|gmCzxT%Z$Bl*Yc;d9lmk=5A*>aM`zyss{fl-1P}Chhc|Jjvqtw0tYs>ASF9D6_cuL*SI+y?yX}RuAu0 zlanZNu(J+KF(2k1E0$$V4-0|XUEZhXn|R5`M;q22mPI}rE~#pjVohT{QRdVGUt*bi zcBd|a`St>lI3A4803SRAMkZU0E-fx*13~wEAe387hIoBTt07SWseT~Q;sXM$Zo!(_ zjoxS0;PtUdXcg|CtgLbs$-em#@G*ub`-i$EHROaPAV7!3u5O8@nhpbDn>x7_1E>r@L44lX7u>5lN2 zs8h+u#;-BrS4Z-p8z-*j-U-gzgck0Z0Db1p#DB2xBZIF66&$?|evCeMD;ZNGwH zftrn~@o#ydY9Lsq#!5ioLqx->+i^zL?Jg-R zK$BRDyK4pBl3~4j84zz>6+iq!z^tup^knpCFA`vI>cWP{az2lYP;mSQPdB&xK&h?L0X_=b>+8Df3W!=1_Vwn zKg5sp55Yu^?oVmF*Wct0nG%93fXHIt^kD5xQc~f`-V!@2s}k^8=xAt~wzh>JXwlt! zkE|y0-b345=k}B62hr26`x_z4gd!`T6W%%r; z>XE7FkF<+-ck|V7lfDV-Y+ZuQW&BlJSwcdBoXZq?esQrjDR_M|HRLpI9b`p?h4xvLF;k~ADqvLyZNf`Sxt!{rjaPwL z>3R*P*ZUdT(LC2BM4v3?s1+z5_~vkH(pS;G@hZEYCvwm$9LxYwj**d(`B`EjIci(w zd4zU-S6C74aNmWp8MC{)PmB65XZcVEF&s8> ziU3Bn@loPtxw)f-q{=HFe@2g>ku(kr9IC{Gf05PtT-ZO=SJi2yMj%mDUHl;K7CrsL zG0vNtMaD<5jK?P+xT6%X`K;b~8X~E>I$xmSoA?m}%ex{|&PkADZK;qaA(9FYFC9=u z>MGQ)|I`xLQttvIGc(A+r?j-RVxBuWf!Ch_svW#mTxB^?Q%xcoK2rkas`^k>xAqgO zZluOfj#hreTdtFQ@=HlhkzY^Y|9ls;Qz@A+|qK1w|#*?Mh-~4Odf^}N3xnwM>#R^<;Qnb0GL*zS% z3E%(ECDcA2V7xGN(^z}$#%A4-vwA#(e^M#=qwp+esuBA@_)CjtWoT5C9#98Yxw$up z8}LVb!XO*uiba-Q!Wl9!qmJ%5^ToN0h`FVt1^uyQLnd_Vb~BT&eO{OGQ4KsiJRgYG zKDk}rErc2>h~1k7MispqAULVm)L^xuRWkPRi^*!$Vy)|S$emu7$uw3%0Qg{UP`Ly9 zy}*n4`fq38fGH@wlk{z@r5fAHS5`t$+I=?sdE(MiAyoFlXW6tN-`&Gw1q8u;!11k3 z+^mp0I(VyE07dg{V}@F`ppXFHskTBs(~|1V;n{;8ionMTiiR-^nHBox@*aajHZEVZM_-&XD5Y+)>7)wo?t4BitNkVI znw~yP5Jt53G=+GJ!$l-gEm_10#CL^O*LRaPO6Le=0={}^;`?|*@tEi3#*YC5U-xhK zsLzvhKGZd`X@B)yV4HbIS$VEdym^{ms%B5F*bjCYQUs!}K}` zBS&$GxPMHO`ufs$cc$W&*Twu>32)B}(d(TA!I1;@s0>^zG8Q?55}SBR@$}{1^U5y> znH6%i4-%BJT^=0Qhyd^YDm2v5>SpK8u)dg}g3J`^8GC@5JfJzC`t|KU-=bt2^oVp58{VR7f8QBYJC$Pk z`}=>U%LW^cgLqwLzB5V>eDeXcxcP* z&=3Mq3^ItIILJzzmcE}}o^2_SU$2kl;oE#vRb6mWfQn)X0Iu|;N}4DsDRuYs=qM_N z094RHu;h9A6wawPIH{(+k5=q`&l3Ip{f!8PZ;XZm7|rhWxuSf=td^7;6LYHiV1F)* zbM+N_G40L!oC$BymbZ-8E!0o{97Zx+5VgE)d9X5|@UYI+MN|9cg`L0-=sUoJ+JoVI z*;XL{98vuC?OV3-BoP;7kksW5*MN%uCvd?3%u%QD@OW)BqhPqmtfX>p$cb%cF}|CVm-<08|eMH zt!eF^1hNs!u4uY9G00#isCWR`Uvdx;f_r~dRR_ihzDY?j-Xi7U;UT1=dbs6t{kLg( zvmgM714>1zZ@HvFLLS4AIz&Y{w#9~YL<$Um_O}5Xi7eVa`~VC9oOnOMIFC#a>+9PL z6~2B%$`MLWPcI9k<2hC^uD|m=e&TFCbCDEPc1{jE8=G>>&uV)UaKx#`5ISF)CiDM- z8?9%TY!*~jadzH`WfOTjLCbxxIr#wO|Mt<1HzpCwt%E1ly^`gp4l0~XSPXeHQZcV^ za2W-{C?!SQD_fOmaCKJI%uh*99C^Q~i%<;j|st2t9*H4Seotxk2Q9ARw_WJxrl zA5;VX)vF+?%m+LR@B{?|$G}g!U{T%NHQxs||M54e`O6i#WT{LgTzXdU(_S+#og#tQa%WR3$4psSS?k`tdy{IY zH{Z$y!lKTyljFRFW4h#HJHJ=hIw_IM72x#BS0z`BX^K*%F(Sy_P}ocI+@lo`h|juy zekd=o4Q2B@Y4&H4)7eb$Qi+B+YwV#Wl}Z5v=k?D%xj|Fg%)C52tbhVA_VBeUh5ia^ zhZBo=#QA#v>;Y1V30c~@WN_}xj>duHnQy{+s;6E9vW$EzWg)W?XX9}O2o{qth;Qx` z4?KTozV(Iw`BjsVG&G8kSYvM-IVTWlWMS(L(Wp)F5on>Tfvs3#Q*-?{y|<%5(3fv_ z;g8!i{WUOK%QbygW0$tBH<#PWw0yL}VOB;pMXc7C``X~8oSL=ew-pDAOmHc7np6%m zsTi>j4j$b(i03p>y9ucwmy-A>zyA|g(bg5QNJ?F;{%6Dn-Y zTKtop^!14>#S1(jbDXB>@3j7P4si250;7RJ#_G3qza@GY*4I^x`OMAF z6A=*1_XBmG-=DO+af?$xA!nCW_C=QNT!HWi_>-FMblE9@*R zil9FEACJKfUW7YH6*yLMY=(>f1yApJVZQ*=9ynGkwr5)Y=NFbBwH+(Bh*CLy?0s{X z=Td0az0bN*I zZTR*h(>>%zh(7=QM~!jv*DRgC{gu$>2e@1>AD`x^)3^GY1jNM+$e{WD9a_jTF{2fX zdZG3Sx7duyC48-iPwDKp*Vh%`_0rhl{_$t~{L=CH`FWhMezB~qjQ`i=)K%v~KEern z44+B$_JF`Zk&g1C>rv?l{_`i~T`FYGpI5W9%P^@4>9%V}4+g^xOw-1#-##g9$1l4| zqFp8#4tYp4Aho5%3x#&CT5g-|1@5*~$y4h(Jl_M<47J+|&9hd4Q3GIoFa(W!@+Up1JP z$@!Ase&oLY?#mS+v9K}ciZ0UvX8wRyt=}MXe(8Vt%K&$GCM4Vn#)ZG%^BmsOBPb|H zeD?DR3|p?~mT$i@OCvSU$mnPTs`Y4~mi&Ky)j&X%QUtIn9N=LVIH4&iRxZeYc>ywQ z>mvC!`>m54_yQLCaDB8VmfWeor;*<8WR&&=={^1Z_f=&T6?Cm5d-j~+a2fdxEMZy5 z-?QorNqL*MZHpftpmPIzz&ED(PgMhIA7?|zW4;WrZ2orDA^SovZ1>2&RT9km7a8Lp zlaawk>8<;tW_gB}1mB~2efx7JcMRb2_eY$ujp3&{)No%@((^~eJoE$AI-5H3ENdR#3b6;PJ zTpx)7#4*lphx;Io@D(NQD~K0hD+kB$*!J(g|K17HE7SIa6q|_MFK^$z?XP=s%VPsa zD*C*7Vc0ZtKar$8{qncJ#@)hd^Tv%)uf=E26PVdM^6f&qywAKZxph8VM12wGfA30_ zxcug5;rv8Rx_+bb@$|iV??H z1+ByOnQvreO(dk%mChot9()yUeX&7y?N-^jBgw1^K+8kLi#Hr_Lgrszq(0fOY1gh~ z%hX&csM<}m;)O)ejq@X=8*~btG7*O2VU6!E`E6z1*ILmU0T>19eFWboq@|@<%(~8f zsmL^`VNIWVxmocbu-Z;R>n6MetKCHACmx-QU&t|lrC~Amtlm63{p!`LA(rJ>8p0gM zW$_e?J~lqWsgj3gP^g2mj%aE}czNY9FsZrLC7Tt+E|_b+#iyAS1=OYLiw?GDE1o`m znt5ZPx_&&D$Y8DLa1&Hsz3t0jEiCu?hp4+wpPyGWJw3NBy#UjiYXG)?`gvBn&u^4Z znARp|y@pFEg-iy0> z5GlH^iK;s8o%Zhb@4x5#*B2{mYiqaVUW?ae7qa;^R-}6y^TgyN{q{BkEz9EW*+aa% z%|nd*fgR?h_k4UP4$ITN?(%&hvzwKbm3DM}2P(SB{Oxc=x&^$;0sXNtF^}89jgF3w zr(_N%Bpj@=lOor(ZjZGVNeKUXlc^k0CLwGqdX_w4@NDCi+%z+oTKr>J*hG4v6}T=SvLRCF9IBg=R%Lxob||gr|!auxb-Jx&PZd z<2wKyZ}f|8&0aSw(!`96jB>$MgdhNkS`%?n*EG`AK7dkrgmu?XKlO~f>88siRJ|z0 zl`CXZlTeWe^j}|IXm|gr0oMkNm8qSRZ~F7WUVg{Xk3i@Ck3ec$uU)lDsKepcUw;j7 z{q_o`5Q(=!BT5Da2CV!RkF*aTJXnXNG>+zu%A@Ofb+gXnE*tSS;}BE(apHVpQ$-*D zMo!^zFWKol1ZRbcq0dc{I1!4}Je;H`FF5VK-}2?1AN^y%tmO-DQuB;_U{w2PSXEVA zQPGc~`u>{fE+2k-DJc)ah{?328Q*KmzS0@>VFmLm)dl+~i#eBF4*OkbA)~@hPM;&T zMCM<7C;o%Y+rG}wJ9oYd8kc!rB8dYm%;9nhn1B;kL1Pvfi#HuahSoVqI$9E0QV&v5)mgAAx0$D_x4=C_u<9O8!)7R`( zUoh!I+i^&*UBc^v0x>p;8wHi(%a67uvgYXeQpV{hYiQ=%s&35#8kp5Zoi>@yA1-Q) z4KlC@+`u8OH*n_2PJzpHI2`hFAfz)*N?$|SZDq~ChzRS$cftY#%fqhX9a-Ls|G>l) zWu4>qAB*yxYvr{R6ntYl(v0Qga@`geM!$YNQPt_T=$hghNNWTMu|{#3H((N5clXx* zZN-oVA{~%xbNGgM;+R2TX)vj)O4Ub z$WWk4(vwB~-cP(-&G|Uqvt|$lcW(uU8^RT2SMv&AHWSS8SE=7GS5$SE?hB1XcW<;x;iE@e z&=ths@nb)!vvSRPn~A>xgnXD^{>qYJn0Us<8Woowb=?z5q)CKlCn~c356Dp%6bMn# zaFUsod2Qu7bm&++j-6rzp1WW56|e<@HXm}|)~#C)?b~;5o1V>Yh(_#KMkF+mT#NZz z!@s#L!#o<1SfJ8zIU`^US8g!MZpR517AXdWc`bQJ#ZEZqe4Gd}TEkE89d5ur6gWLr zkeZP2i?knmGfc}#$vctM_sIn&0Nhi&ma$!3#xeB=p4-K)KO>(Wj`J=vTbNl`TI2;8 zF$gF9xt}5))|ez^)?j;@0FWdXN)MLgE;P>H{`Jj?i81xk;ucUZe3 z3H#cE=jG<-S4XVoI(%3Iv=FH0l!%kgWS}uelCCWxRN(d=B5rbCxpD<4==80%8#KAWvI5C$fXB6BX z7kD$%a7v&Qk`+qt7Yyw8!E`+trx@`X7U{tm*#Jtk8TqsIvHz4yP=<%G+Q$*gQUE-Kfw^m5RKqb zWaN>2#$lN}^fT~7mUZwzO6qz*4iVCK9dA}=*G)I^fn%m6X9YfuZw1Q2{wC_fN{Nfi z%*^ViPydE;iBpD1fPi28w(rk6-2Pt32NdyTnAQ3clTsU=8&xzVX&ym>K6K!Kw6L(S z6D*jQ(p$$~yDg{!t=KsvU{u(tAb|4bMyvR*^_+LbN*iLq7?ykpUwGD!wUz28v7m+F zs;sTmxN)P1AR2MknS`jQQ;=kD*?)fXuE%Ue#h3CGAwHUhuIjiM8W_DtXuR}g6V>qr z%f|>2yb@6>K6`nvv)B-b&DslSz2xhgL3>AM=g@A|cm-4pXE$9Tk4Wu+sHiR`0BWn0 z(JA2f=6r`MSfBlYy4Ll8^o=)0j>}<|J8! zimhyHyfQOG`NOQd*!6&Xh2_?Y4DiUPn442W_paC_{hoZu8hU(0^|6cj+c%z;hV(%^AB!3CKg!o@X;5b{q+nsZI6;Qb@w zayz75zm#oj%cCT5_F-tLn$@R_P`j}rpbEa>=*4--C=_bb-kvfuOK_U_OhsXd%hX-H zdiC-3l1B>1{BgGOIC>7$Tj?+`R1Zc)MOjpcx$+1K($AS*}SpAw!ut8=mXOc-gjQ0Vog+{9vj+&(=$ z{R1;|%GC~dTVzzQ`%B?_tPY#As<}aUVk3O=)8bf_s(FB?8LqST3T?<6GuQ~Bn_*=66h1Ec}mgzgf2I(Cj2{A9jd!R6Oz7 zGbJ*XXU^QjUBs#k21h>Z?{~r zqIy%Yo108SWdL{5=e;Om^Bsl*IrXo;+NV%~Vzldf*7pVg2VLju?oTR1ikKXaiGdw)(+HOb1! zCE3lv_!V?vyU6V4bbgnqk-Xno@B#MB6f*DXI{2Gh)nsJu!a<*aqD%+SZU+AP>J2&n zk>84CpNBMlO%xP30#atyT`#Y+0+9*OBkGAKFjFz6=YSwtPndYaw{cj83!wLNYx;Pb zB~8X3kZp%&Ihc!)v-q%mGR5-~q0^9zjfY;>)@JSE=H^bSAo_BSv}A{L>!7`S2%iiv zvMOjPkg2KQz38i%bM6wX5c~<1VUInc4x7b)D+vs#zTZ@}ANNX`%}xwLAyUR_gd6Nq zcKbdV5>1HJc_tE9;vUM^RQQN96Op`f-VG=5@pMByr3`hnK6#F3D|QZ7LTbo++l~Zs z;!^u&257YB#e1cFg?>ENB@X?y7eZalAS7?k_S+sF8m-cfC!Hsn5W@MKCoYpji1Y)~ zeIv@Lg#4krqy{%9ym3f~M*&#}X0@#E#S`a3ALG%AIE|T|+_Oq-Eg5AX&TFDS|6KCU z9*IhQLRtCx^&Ep6)5e9!H0#+KTw|)l*uX8KMIjSPBCmaRtx!(8Kb0hKUZH%tJfxflyd9Vt^dVe z0UuTm-n{uA&-QMtj#iT7f`4~Dgwe|*<-;y=y{Nh#x9`}ogC(20xZh=(0OeZFrRCSe z3^@M*>{2~t_${MD9IS|>6&{8i78uto{!Zwj4VigLf*sN;eD~VAOKoFgv$DpPYa)-{ z$wTPR0>|in;`^ltOeuBU(j^3`%MMW~2-3gy0@!;?E7c+ePZqW&&{AveV%d~5+Wxn< zge;EYE3_MJ23Q*$u44~!Pa+4exeJ9S>QEP1V@m*>Bq?iKV8zgOwEonQ9B#$rvNz_nR+mTHKRa5{J)mCOWngGDB1k43wyr9 z<3f(;ch|EX?3L!)z59=}*GJc**C*82(9qD)QTwYBB+PojP8U_HVx-9iJYF?5HBK1| zdTRLpjBNwZg)d{#80Uj+m6B8S^Yi+fFt)6_{uwrL@gWwb2pTMMbCNpY(5AWCn?L?< z(Cx@t+%2E*KM!&is%D49`ju+8Spd;dnd|3~O{`Ca~>y}3;Z@P;vgJCHLP7`vORP%T;tM-o%1a=Cu- zjY44)EH=Bb-g>DW+lH=z_L!cXtuje}g$eA0Zy03*uPS2C)%$ zyz{5>J9XPdDE%?*SBmu;hUq1Mke_<)V8vT4jVRyda8ZXW7pI)WBd8DHb&|#ZTL=U3 z#>kKG3qvey?5Xb$G$zf$57U5(JB66ckmqMW%Ry7=9U6Ie`Yn$4{My(90;5TC!^w|t z-RsQQ(Pg!I%^F$%O`A52;bpnPd$682FAcis{j{{>1Zu2h*;SXQoK5uK}?{SI@s7dl2Lr&DCrFCq7S~JTUc59 zakr0Ol$KJec(WgOqebM417^ww_*n2o=qwKwwnVfWF&Iyxf`xC)<*+;T?$&qg4nX;2 z?;vCoP25~y{ro=;55KnKH;ux9#2{;mB|P2~I%hA;54+_r-3A+n11XK%J-$Fn=i0x& zJngl0_5kX)w&zBkgh!u;hS>AG@tU6ltdqdB7N2eEf5*y~#>K0|&I2Yl0LP6(=k86S z75QJ--t(L!R&WwYZ=pGquWyb;wPGTCK&aL_TQ@Zre-x6*Tzd-Urg}V_%&Xn9G7W?X zlbG*QwDv`$QoBv2z^N0>5TQXlBv%@Nf(s|>ya(E8a)nohJAkeIzA3is2&7KJ_Kx z*7<`1Cv5Lyd4oqZ@2z|C*Hye+T!YJ~Rf4SveMm~NWil9nvYW3GvU75T<~tYXBcbB( z&VGU*6?dmgp*#NcJ#X)(k$0tx?aUpd(85kXkF{@n@Dc3Tj-Z{uLe{tYi4Mbs(QSZ_ z+7p<+4%S|4YGhtVoTQ-s{_7_^cbq&(8PSreZy87{nz2A}Ik|dOHps?i9K>2Znr2)@ z)Rl5F^VQ+3Ky+D8C$+=?{q<p{An~g7v6o*2mkwkVpm4I43R54IKhp@nNBLpXO#e7qd9; z0rk^+k2RH{bR`TOoAA}MxHOCUr?;_0ngKD1XLY z%!Ed^H3LX=QTEC}&KV7jKys-dlDJQtQ03Lhs3Y|(cz9Zy07&I~*zqOc!GkBL^rxq$ z4hjir5f3KtvC~-ZZVrx5?7TR;Spf{x6HY41UAT!;9$f<1vNpjwiqh^yF~0lNoDQn= zQY(zTnYr_HcaUgD7NoN4-2s~3>?fVHW)3bQPyaStb8vD3{@zrRTwlYMG8(0L; zZzfy>DcYBD>v(Zs1&lzmUxA zq$@{D?SP1A)87%Meypgih@*S(>rL4nnbK6>-zzM%kLs60W3C_EV9bk#dQ82L$Wf#CDw6if@QSj!iTSKM!gX;+RU00)qUJvW6k+M zC)f#Z@U{N1szuQ{s_KDjijHt?E&Q>CrlM$ZvdA1w5FTxg!Lz7{K^%;>|+;S zeuw4w)<&on)r|HG_7J_P`Uy#gm3=7>m+0-9=97;9v9-W4y;fq;rRMQ5Nfa!p&lfR; zEYLTQ*PoaKI$V=>J@h7^mJ;FN#22QF031ab;viFioSPU9ohf5uV_XBA^_`q8>z;PT}h=5vgKtI&H=XkezoJS&FyrmlMg$JKjqOauf6_bG`H z10^cnWPr|oqyzpIUM{W%5C?IXw0+2el!V28G3>ud#4<3~>TqaU&V!NTg74W4ofAX} zXwfOg3Q5wWwXivKC=U+XpF<_04u-UPG`sT#cRpiCNf$+#&{F=6YLI*hX{ou*WO}rl zRoo>9kcxM9er~R*(Ai;pxYH24$&J`UJfv7c?SsPn*}`wm2?&w0I57SpjE(zbphl3D z3Y!dy?*rhG=x>TZkQ$YHKTqcWk)1u2+_me>n6iz{vsh5-MZ}$rQZi@ZQhy&pcfbTd zTwFs@c~J!P5I&2hgK{op^|xo!Ad86w$@itBk4PV6cR-KL6@(u`fyxiJwm85Wj zbt0Vl4|$fqL5`O4VO2jgZ9C&kM=FCzA3Ce5qGE?2kcic5eW3ey?2Qmwyw;!if<4;^ zeXNrDcvXTtSUi%o(su#Z52WU&mJ6+AW{rXHT6F`^=30LgVu)JaVG_k4N{T!ZOStaS zc3A*b7F97)Jg@iZy(ajd!OCd&V-kY#?s#YUfmTD!Cp z@OoH{PW3|Yww^*#Yb!!I&7akZoBwh9b~E!6*GGQ+Ah9^@r>vy(D>d}tL!;_QiB2`nt}CyjUU;LG>eZjs)fr6^ zS3ll)?)bIG!f3D|_FnEu^9D{Mq^H0MIN{2{1RDMB;i1zeA0|{!y=JH88pkz*Ms^Ex z-DWj@X3EI`P20q$je~`Sg+8J~Ii+u4MOm5#&(Zu?C2kteMJT{n>IL||%}9rn6r^2k zT1G~bR_@iVWH!DGau^{nJw7M4axn0O;+Q)meaYsQ zBM>W`#`}%Uzh)QDr?hyQK(j0d&1PvnS-L?&O}Dsc!vZ5%=>8?Ne+kV+rC&^L82&m% zpZJ*`UXTpQcMra^!C2mHd^C%ZVH3&tuK=__vCyw-m`Bp@S%F_!Rq z7leX@(DR%$c1i+pRS2bNrWJ|xhzVM4px2Aar{}rFA73H)!qNa$#13=>7{v~slibIG z=DABd_TppTWsw9PI|#=>mreWV_nTy-;4aOi5LH=L#sdL_bymXm{qM)j>VB5XhY-^A zraYKpy1w)%*v*r2i@uy|xEDl!o-bmTgdQnrR9;pVJV;zUvMtzpv}wj!_bqT5k1f$~ zSh7+7Gy5(1G-{PRF7!e`!(uDE)ao`nm^}a;CN+yeA}i{ZknX<5_yL;Ryk*M3p0iR? z{dnR*LG(rI)7-v{u!7m4d=at}ddC7TquDB(pD+;RlLm?au=f$_hShdTr|4u>9v_zlHv((6hPlquQCxQBrB|EIojv<_7H(5e z{TxtjPz9hJJKnex^$O$ynnlI4*2_+~VBW7)f-zpIio}QVE(^FLh0x&X1=tdzDnq(? z8uVMh{rkTL8W|ZSh3`Q)mDj=I(JlfNI))Bgja&g~M^auPoTuKuzww%(6}=OswuMh& zL8x_}43Q7C4bT|}b4hrADV?qvd1Hp!9g_G8&*q{vbjJ>A@dd)6mkxaRC2?%HnjjKu z5FM=SO9bPk-D@==l2jdZ*qeo;>T^S#}929Vr+&<1=3b;=IQm zLxDO|*wculV*m-$Kum%vliZ(spll`sO*Q8d?^wk3_uqT=FMRQH%Xs7l0ZqhD*AUP~ z7DNboM~EQd3SuSj13oB3%rVV4GCwswD(Yv_SI*+so$NM0U>G<$KiNqGd)Cr+n1|;) zI(uV`JJE8Nlsrr7C#)tDVerxzQ>zpsEQ%KAKlG(Rb!%6`q~Va00_M-UXxb!w4kfTT zINi*wq^ZJ45sF17rOMFFAAJG45JJ(Vs^#wtbf56(U=nTg?k&*v`}Xe_X?9T?|e%(pp5#fmUX2jq8z>SeS}d9Spq*3{Ye+h)S`6Yumw<>^XL8Sd%gI0sTaEQ%Ri?kd{a5Qwq9SMf8eOE8Wh#ZEtVyI~R`_YvOp{ zuzk-f5QaJ#W)HMkQ2AqXoy25a4Gj~=_9!UOq`gY@OF;1gXCImj91>lvhyhcswY4~? zc7c~`@uyRuy;<1Bdexjw(eBjRnhkF7ROu2$W8-0oAWCfQWF3^p{KlDLSp0U>;|!(I zttsYxd@AyN*idOB;7hT=VEA;Aho`4*WyI77Sl0_EQq}0G`nTuw|DgFKio zp?P>zRaX-)!WdrMqLckz^0_p-V@#!D1bvJjoUa^5g&&7Q-}LpHUXh#ZHOelXl1C=v z?H*P2$x%hnr+^DFs|n#J1rwSIhCS)_u|M)y{USyX<`uXYR#i;0D~C*GM-+Va@B>WIykU3aq~+ zCG>Fa$4!J{CNiGgNY`n|TF{=8%d`CL-~-SZ2y21CsfzVS-|JZ4yc@eNuU@=)#kRgLpEL1|9@wGP&p0}SIHqVdGc zuu%~!DjL+$`{oxmenQlV1{tk9xN?`N_+bA*O_!_9jeKKIpANMos&nf*^~H`4RfN-3 zB^SI&4S9&({hL{t0DQUpzN)ruL3!Tw8+EcSn~S?=wGTpZv6zUt)$x0iizT^((p4>d}0$=T$pcuZX_K}Y0(~?{EJ%u1m-$$ zwSTxW-Es~sB(TEeFZnaD;ZdU9Nx9+!X@NZ2Pl*QtK*qA!z_iP}k&uN?FcZ@1UL zIo##)gTCkG)qpB0O7}`(bH^mH3^*_-K_YM}P;Zp=slt&p?5`LhxXM&~T1Q!*{lyDM z`97zsQb`&qJl%Qc@2cAV*x}_W+oJdtg=rEX3so^#@TJh42!L-TvYozK?(X2!uhYF@p5-oN7iA&i44Z(}~>O9E;X<8G6>P6ZYZE9gymS9LN zQL&r&??+jVO-ATmTe-)+RB-6V)y)9?jst-8fwizr81}k*D{-L)t9hvO{hzo|(;T!Z zx29dUw6%Q>4Z4qOKtoT-9yTCmR$W&$y#pn|=Wd-iaYCPsC9&>N>H*}0?`FpAeyvS- z6PH*PTP5M1-9CuYAu^1W6ebE4-N|0-B)9%Q1U71JGc?k7 zgZ`2B2yMg)p6x^6cbeZd$wAU1&>sb&A|$rF?m%6h3PLrGh;VPE(errrKowy9Mk$8D z@=S`(s-nqGH$yPd32F{gBkux7;Uw6}mpU4zKbHOeMO3%M7u`^tZXI8KhQZe}-t-s` zEg2Pea5pMoGqftOWMjX8W+dmDG(SH-xD7R_24%Oa=_$IOMz#Zn1PZQTB`poS-J}T2 zrD0zKu-FYe#o*3J`9K#F0#RZe@RJ8k77LEIajR8F&hy%JLiCvToe?OOL_1m@x*b6H zhh^UdHanOiZG~2-e$h$jX9WvA1g!~Qgk{;Xd9zWVoUCm1?O&=utE#~&RXvKRZlS>T z-eT)EYl{6$lviZk0-h+F^(-Ql5dTm8amQ%!t*QsamJmHMv~yyl%)_Wo1A00_YOE|>>bZz0J9#cs;Y)tbb|J%Ds6$- z-iIw5GP6j>E+R-c>pBWui>_+Kz38s%PejwIU31NF0oNnwn70a2`kS~0d|CM`N57xL z!*)do$n;fKQF)5Z!jfB@QtOc7piqQ%N*so$>y_>E8SiYBBz!0*`Lj?(H61r~#v=i4*ECWgKK0G} z&nuxO%cX&`n8CJUYR0Z0O&BP|0$p*h&8W?j*kC+kU~9BM&n#vu=utiPXxl4{`^5_k z{u0TKf#z*ItQ3}bJ$ncQ`Pb$HV?A^ach!`8NtGPL%+!9QlS*`hbg)V@g<{POc_Ds z(sXhkz%(S*b5Nx{MT-lQ#aO~Y#Lo?yIJR;D)LA0-$dU*Vcg;heH3bC+eQM-57=+`l z4RFix*>s&E-m}H&*KP!l=@cb~gciI%kcsRO1+TT5NIZz!0l1x%u|PB37H?2+U2QpC zI%GHnfIe=o+oluOHw_ME%g&uixRj3L`trD4jTD_&!u%mNJ|Dw+A6C=p%`YIvA^>>E z0SaO8hu#`PXyyWItKtB{mvDH(vC7lAeLEXaN|*+V^b)tNrd#(mnbd^5>=PDgs2M?8 z1$W~x1Z_O7W)uRC!ou{rXSm24BB3V%k{c2o4_;lelc;9vBB~@_)p&%XLy!rOR?^0- zwtEOzcO+CD&OeV$(K`3ZpafHhRMdxCvJZ8Y8lg`S6$(L3K{+!GxZ8weM{po<{PI*l z%HRP}ty3|B)L1hJ{H2dg-cp4@40nlOJ~M^f1}@p*UrmFDOo-vhuold77`E>Fgn65i zHiReSgVE9Mk60l4TzkXRxdV~q=+o$EA5YsA8tB(hSgy> zC#pzWM1`G%(t~`$TLIi=Q~*t3JZ~tBaOBs*;6W#(Q>`nYK{WWSfZA-76dnv~nrbBc z&4MsOC(a4~e*5+g^7PlN-~Q_uddNr)2^hDSDV&1OHR*CA&|Nh67%7x}IP}`Gifo&+ z17=l)`5K6lrcomneWv4A z6FBz|o;Z=N!Ul3{`q342Ycx`v9Q|`I3$L9{_!46D20w!esvhJ>hQqJ{OffPuuKKqL z%M3twA-qD8!B;;1k%dGOVkHKHQMCZ62oj4V7=00NM%|Aw!UoQR{PW{9H;S1zfyD5f zL;K49d;}yqNY)tSoIXfmJqzehPC?T(xO$2h_a_FnD(;zp-h(}5`;nBoyVbixR};3s zprC)kumj>A3Qns)^Lq+aC@hdt$z2gm=y-sdBeHUG)*^;rY!K!}x*krCE-YbxolB(LndZ zJ>c+I$o44+%A_Tm(bLXubb9n+lcS~KBsvxK7&Ijsv0+2k#liDs3naCI_(%luRTwuk zL{XM$oEI^=j+I`=~KtJ5T%oUu^{63mno zePRDe6mgrbGR(lX5LH_)Z-pJIpVZM{a|k^q5-zPz8qJBQN-79g3o0ur;#&l6tzjkx z>x>JfYdqwrO}Q z9y2%mb}gQ^%v2;exaA9pR~)Ws=(fb6%_?G-0ApTvR*n+CVsS)2SOZH0VA5%c%Zr0W z0TwU~qPQbQ^H}a_Qb)$bK8Vo(e!UQPK%c6jS@3Yt)Wvvz>s0LcNF&w@(v!Ru8!&2u zxDB5njZ36}P8UN}KmSQ$(N-obKH$+K(#|4_ng@Gg#=+Nx!Ak;W5doZSik99`)wZh^ zhke$=h6)S+F(9f$INs3))N*c{{>M7j6+XL<98t`-A8Y`+OGN(=7yb*XiCj|9VSPL7 z_DSk5h4J8!kVG=^t~eGhF3jfP3_I36F7RO}e)GpLr$TLRaoT|G29s z0W=Zim%$}h4{I4VF-e3{B+~$PdmLU15k>_!t>7a1Bvv1 zPoM6ALST+=<2)RY(1D|um=acSRFSu2;tL`B0r9wDKi)iY2YkWIuCE z=cnoe=3UdoZiCH>mO9%=yX?}7{nCLOh~VDLK8%~j-hkAut}ZEWV&tqYAwV8izkeS{ z6U>agxD}?lQ%gPt{Qe6};PA0+^MQ|G$=8!*H86A^e-gs`Z@d1#zyJTk+(d5b|B`cR afn%()ZxtI$88Hkn$(&O-n|kKgoBspS`esA` diff --git a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Intro.ipynb b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Intro.ipynb index ba916e673..1061e2038 100644 --- a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Intro.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Intro.ipynb @@ -63,6 +63,36 @@ "4. Characterize extreme events (e.g. precipitation, sea level height, and heat) by these probabilities and prescribed thresholds.\n" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "abc21da9-5eec-41e0-ba56-271a511ef335", + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Install and import feedback gadget\n", + "\n", + "!pip3 install vibecheck datatops --quiet\n", + "\n", + "from vibecheck import DatatopsContentReviewContainer\n", + "def content_review(notebook_section: str):\n", + " return DatatopsContentReviewContainer(\n", + " \"\", # No text prompt\n", + " notebook_section,\n", + " {\n", + " \"url\": \"https://pmyvdlilci.execute-api.us-east-1.amazonaws.com/klab\",\n", + " \"name\": \"comptools_4clim\",\n", + " \"user_key\": \"l5jpxuee\",\n", + " },\n", + " ).render()\n", + "\n", + "\n", + "feedback_prefix = \"W2D3_Intro\"" + ] + }, { "cell_type": "markdown", "id": "061742f3", @@ -131,6 +161,20 @@ "display(tabs)" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "8dc8fe9e-bf63-4bf1-b9e2-1bbaf9d65648", + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Extremes_in_a_Changing_Climate_Video\")" + ] + }, { "cell_type": "markdown", "id": "205d09de", @@ -160,6 +204,20 @@ "print(f\"If you want to download the slides: https://osf.io/download/{link_id}/\")\n", "IFrame(src=f\"https://mfr.ca-1.osf.io/render?url=https://osf.io/{link_id}/?direct%26mode=render%26action=download%26mode=render\", width=854, height=480)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "996b5336-20a1-43df-8c49-005d1a307a90", + "metadata": { + "cellView": "form", + "execution": {} + }, + "outputs": [], + "source": [ + "# @title Submit your feedback\n", + "content_review(f\"{feedback_prefix}_Extremes_in_a_Changing_Climate_Slides\")" + ] } ], "metadata": { @@ -189,7 +247,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial1.ipynb b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial1.ipynb index 11fd81ea9..568a75736 100644 --- a/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial1.ipynb +++ b/tutorials/W2D3_ExtremesandVariability/student/W2D3_Tutorial1.ipynb @@ -404,7 +404,7 @@ "