From e854036e56ac41759403aaba42b3c24da97dd8b2 Mon Sep 17 00:00:00 2001 From: Emiliana <38952746+emilianavt@users.noreply.github.com> Date: Fri, 28 Aug 2020 01:14:48 +0200 Subject: [PATCH] Switched from LibSVM to ThunderSVM for better performance. --- Examples/OpenSeeVRMDriver.cs | 2 - Licenses/ThunderSVM.txt | 201 +++++++++++++++++++++ Source/ThunderSVMWrapper.cpp | 216 +++++++++++++++++++++++ Unity/OpenSeeExpression.cs | 12 +- Unity/Plugins/SVMModel.cs | 141 +++++++++------ Unity/Plugins/ThunderSVMModel.cs | 71 ++++++++ Unity/Plugins/ThunderSVMWrapper.dll | Bin 0 -> 27136 bytes Unity/Plugins/ThunderSVMWrapper.dll.meta | 63 +++++++ Unity/Plugins/thundersvm.dll | Bin 0 -> 587776 bytes Unity/Plugins/thundersvm.dll.meta | 63 +++++++ 10 files changed, 708 insertions(+), 61 deletions(-) create mode 100644 Licenses/ThunderSVM.txt create mode 100644 Source/ThunderSVMWrapper.cpp create mode 100644 Unity/Plugins/ThunderSVMModel.cs create mode 100644 Unity/Plugins/ThunderSVMWrapper.dll create mode 100644 Unity/Plugins/ThunderSVMWrapper.dll.meta create mode 100644 Unity/Plugins/thundersvm.dll create mode 100644 Unity/Plugins/thundersvm.dll.meta diff --git a/Examples/OpenSeeVRMDriver.cs b/Examples/OpenSeeVRMDriver.cs index db92269..b85e923 100644 --- a/Examples/OpenSeeVRMDriver.cs +++ b/Examples/OpenSeeVRMDriver.cs @@ -273,12 +273,10 @@ public class OpenSeeVRMDriver : MonoBehaviour { startedSilVisemes = Time.time; } wasSilViseme = true; - Debug.Log("Got sil"); } else { if (wasSilViseme) startedSilVisemes = Time.time; wasSilViseme = false; - Debug.Log("Not sil " + current + " " + weight); if (hybridLipSync && Time.time - startedSilVisemes < silVisemeHybridThreshold) ApplyMouthShape(true); } diff --git a/Licenses/ThunderSVM.txt b/Licenses/ThunderSVM.txt new file mode 100644 index 0000000..8dada3e --- /dev/null +++ b/Licenses/ThunderSVM.txt @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, + including but not limited to software source code, documentation + source, and configuration files. + + "Object" form shall mean any form resulting from mechanical + transformation or translation of a Source form, including but + not limited to compiled object code, generated documentation, + and conversions to other media types. + + "Work" shall mean the work of authorship, whether in Source or + Object form, made available under the License, as indicated by a + copyright notice that is included in or attached to the work + (an example is provided in the Appendix below). + + "Derivative Works" shall mean any work, whether in Source or Object + form, that is based on (or derived from) the Work and for which the + editorial revisions, annotations, elaborations, or other modifications + represent, as a whole, an original work of authorship. For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. For the purposes of this definition, "submitted" + means any form of electronic, verbal, or written communication sent + to the Licensor or its representatives, including but not limited to + communication on electronic mailing lists, source code control systems, + and issue tracking systems that are managed by, or on behalf of, the + Licensor for the purpose of discussing and improving the Work, but + excluding communication that is conspicuously marked or otherwise + designated in writing by the copyright owner as "Not a Contribution." + + "Contributor" shall mean Licensor and any individual or Legal Entity + on behalf of whom a Contribution has been received by Licensor and + subsequently incorporated within the Work. + + 2. Grant of Copyright License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. + + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. + + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: + + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and + + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and + + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and + + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. + + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. Unless You explicitly state otherwise, + any Contribution intentionally submitted for inclusion in the Work + by You to the Licensor shall be under the terms and conditions of + this License, without any additional terms or conditions. + Notwithstanding the above, nothing herein shall supersede or modify + the terms of any separate license agreement you may have executed + with Licensor regarding such Contributions. + + 6. Trademarks. This License does not grant permission to use the trade + names, trademarks, service marks, or product names of the Licensor, + except as required for reasonable and customary use in describing the + origin of the Work and reproducing the content of the NOTICE file. + + 7. Disclaimer of Warranty. Unless required by applicable law or + agreed to in writing, Licensor provides the Work (and each + Contributor provides its Contributions) on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or + implied, including, without limitation, any warranties or conditions + of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A + PARTICULAR PURPOSE. You are solely responsible for determining the + appropriateness of using or redistributing the Work and assume any + risks associated with Your exercise of permissions under this License. + + 8. Limitation of Liability. In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "{}" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright {yyyy} {name of copyright owner} + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/Source/ThunderSVMWrapper.cpp b/Source/ThunderSVMWrapper.cpp new file mode 100644 index 0000000..4d14542 --- /dev/null +++ b/Source/ThunderSVMWrapper.cpp @@ -0,0 +1,216 @@ +// ThunderSVMWrapper.cpp : Defines the exported functions for the DLL. +// + +#include "pch.h" +#include "framework.h" +#include "ThunderSVMWrapper.h" +#include "thundersvm/thundersvm.h" +#include "thundersvm/model/svmmodel.h" +#include "thundersvm/model/svc.h" +#include + +using namespace std; + +extern "C" void __cdecl print_log(const char *str) { + return; +} + +struct problem { + int r; + int c; + DataSet::node2d x; + vector y; + DataSet dataset; +}; + +struct SVMWrapper { + SVC *model; + int cols; + int classes; + double *means; + double *sdevs; + SvmParam param; + struct problem problem; +}; + +typedef struct svm_node svmnode; + +void make_svmnode_array(DataSet::node2d &dataset, float features[], int rows, int cols, double *means, double *sdevs, int rescale) { + double row_factor = 1.0 / (double)rows; + if (rescale) { + for (int c = 0; c < cols; c++) { + means[c] = 0; + sdevs[c] = 0; + } + for (int r = 0; r < rows; r++) { + for (int c = 0; c < cols; c++) { + means[c] += (double)features[r * cols + c]; + } + } + for (int c = 0; c < cols; c++) { + means[c] *= row_factor; + } + for (int r = 0; r < rows; r++) { + for (int c = 0; c < cols; c++) { + double sq_diff = ((double)features[r * cols + c] - means[c]); + sq_diff *= sq_diff; + sdevs[c] += sq_diff; + } + } + for (int c = 0; c < cols; c++) { + sdevs[c] *= row_factor; + sdevs[c] = sqrt(sdevs[c]); + sdevs[c] = 1.0 / sdevs[c]; + } + } + + for (int r = 0; r < rows; r++) { + dataset[r] = vector(cols); + int idx = 0; + for (int c = 0; c < cols; c++) { + dataset[r][c].index = c + 1; + dataset[r][c].value = (float)((features[r * cols + c] - means[c]) * sdevs[c]); + } + } +} + +void make_problem(struct problem &problem, float features[], float labels[], int rows, int cols, double *means, double *sdevs) { + problem.r = rows; + problem.c = cols; + problem.y = vector(rows); + for (int i = 0; i < rows; i++) + problem.y[i] = (double)labels[i]; + problem.x = DataSet::node2d(rows); + make_svmnode_array(problem.x, features, rows, cols, means, sdevs, 1); + problem.dataset = DataSet(problem.x, cols, problem.y); +} + +void destroy_problem(struct problem &problem) { + problem.y.clear(); + problem.x.clear(); +} + +extern "C" { + __declspec(dllexport) void *__cdecl trainModel(float features[], float labels[], float weights[], int rows, int cols, int classes, int probability, float C) { + if (!(rows > 0 && cols > 0)) + return NULL; + + //svm_set_print_string_function(print_log); + + struct SVMWrapper *sw = new SVMWrapper(); + sw->cols = cols; + sw->classes = classes; + sw->means = new double[cols]; + sw->sdevs = new double[cols]; + + sw->param.svm_type = SvmParam::C_SVC; + sw->param.kernel_type = SvmParam::RBF; + sw->param.degree = 3; + sw->param.gamma = 1.0 / (double)cols; + sw->param.coef0 = 0; + sw->param.nu = 0.5; + sw->param.C = C; + sw->param.epsilon = 0.001; + sw->param.p = 0.1; + sw->param.probability = probability; + sw->param.nr_weight = 0; + sw->param.weight_label = NULL; + sw->param.weight = NULL; + + if (weights != NULL) { + sw->param.nr_weight = classes; + sw->param.weight_label = new int[classes]; + sw->param.weight = new double[classes]; + for (int i = 0; i < classes; i++) { + sw->param.weight_label[i] = i; + sw->param.weight[i] = (double)weights[i]; + } + } + + make_problem(sw->problem, features, labels, rows, cols, sw->means, sw->sdevs); + sw->model = new SVC();//svm_train(sw->problem, &sw->param); + sw->model->train(sw->problem.dataset, sw->param); + + if (weights != NULL) { + delete sw->param.weight_label; + delete sw->param.weight; + } + + return sw; + } + + __declspec(dllexport) void __cdecl predict(void *ptr, float features[], float predictions[], double probabilities[], int rows) { + struct SVMWrapper *sw = (struct SVMWrapper *)ptr; + int cols = sw->cols; + + DataSet::node2d instances = DataSet::node2d(rows); + make_svmnode_array(instances, features, rows, sw->cols, sw->means, sw->sdevs, 0); + vector predicted = sw->model->predict(instances, -1); + instances.clear(); + for (int r = 0; r < rows; r++) + predictions[r] = (float)predicted[r]; + predicted.clear(); + + return; + } + + __declspec(dllexport) void *__cdecl loadModel(char *filename, int cols, int classes, double means[], double sdevs[]) { + struct SVMWrapper *sw = new SVMWrapper(); + sw->cols = cols; + sw->model = new SVC(); + sw->model->load_from_file(filename); + sw->classes = classes; + sw->means = new double[cols]; + sw->sdevs = new double[cols]; + for (int c = 0; c < cols; c++) { + sw->means[c] = means[c]; + sw->sdevs[c] = sdevs[c]; + } + return sw; + } + + __declspec(dllexport) void *__cdecl loadModelString(char *modelString, int cols, int classes, double means[], double sdevs[]) { + struct SVMWrapper *sw = new SVMWrapper(); + sw->cols = cols; + sw->model = new SVC(); + sw->model->load_from_string(modelString); + sw->classes = classes; + sw->means = new double[cols]; + sw->sdevs = new double[cols]; + for (int c = 0; c < cols; c++) { + sw->means[c] = means[c]; + sw->sdevs[c] = sdevs[c]; + } + return sw; + } + + __declspec(dllexport) void __cdecl getScales(void *ptr, double means[], double sdevs[]) { + struct SVMWrapper *sw = (struct SVMWrapper *)ptr; + int cols = sw->cols; + for (int c = 0; c < cols; c++) { + means[c] = sw->means[c]; + sdevs[c] = sw->sdevs[c]; + } + } + + __declspec(dllexport) const char *__cdecl saveModelString(void *ptr) { + struct SVMWrapper *sw = (struct SVMWrapper *)ptr; + string model = sw->model->save_to_string(); + return _strdup(model.c_str()); + } + + __declspec(dllexport) int __cdecl saveModel(void *ptr, char *filename) { + struct SVMWrapper *sw = (struct SVMWrapper *)ptr; + sw->model->save_to_file(string(filename)); + return 1; + } + + __declspec(dllexport) void __cdecl destroyModel(void *ptr) { + struct SVMWrapper *sw = (struct SVMWrapper *)ptr; + delete sw->means; + delete sw->sdevs; + delete sw->model; + destroy_problem(sw->problem); + delete sw; + } +} \ No newline at end of file diff --git a/Unity/OpenSeeExpression.cs b/Unity/OpenSeeExpression.cs index 904134b..e69f982 100644 --- a/Unity/OpenSeeExpression.cs +++ b/Unity/OpenSeeExpression.cs @@ -152,6 +152,7 @@ public class OpenSeeExpression : MonoBehaviour private string[] classLabels = null; private int[] indices = null; private PointSelection pointSelection; + private bool thunderSVM = false; //private bool newModel = false; static public void LoadSerialized(byte[] modelBytes, out Dictionary> expressions, out SVMModel model, out string[] classLabels, out int[] indices, ref PointSelection pointSelection) { @@ -163,7 +164,10 @@ public class OpenSeeExpression : MonoBehaviour oser = formatter.Deserialize(gzipStream) as OpenSeeExpressionRepresentation; } expressions = oser.expressions; - model = new SVMModel(oser.modelBytes); + if (oser.thunderSVM) + model = new ThunderSVMModel(oser.modelBytes); + else + model = new SVMModel(oser.modelBytes); classLabels = oser.classLabels; indices = oser.indices; //pointSelection = oser.pointSelection; @@ -185,6 +189,7 @@ public class OpenSeeExpression : MonoBehaviour oser.classLabels = classLabels; oser.indices = indices; oser.pointSelection = pointSelection; + oser.thunderSVM = true; //oser.newModel = true; IFormatter formatter = new BinaryFormatter(); @@ -357,7 +362,7 @@ public class OpenSeeExpression : MonoBehaviour } ResetInfo(); expressions = new Dictionary>(); - model = new SVMModel(); + model = new ThunderSVMModel(); rnd = new System.Random(); } @@ -411,7 +416,8 @@ public class OpenSeeExpression : MonoBehaviour return false; } modelReady = false; - //model = new SVMModel(); + if (model is SVMModel) + model = new ThunderSVMModel(); SelectPoints(); List keys = new List(); List accuracyWarnings = new List(); diff --git a/Unity/Plugins/SVMModel.cs b/Unity/Plugins/SVMModel.cs index 705dd2c..fb9ca1b 100644 --- a/Unity/Plugins/SVMModel.cs +++ b/Unity/Plugins/SVMModel.cs @@ -6,34 +6,61 @@ using System.Runtime.InteropServices; using System.Runtime.Serialization; using System.Runtime.Serialization.Formatters.Binary; using System.Text; +using UnityEngine; namespace OpenSee { public class SVMModel { #region DllImport - [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl)] - private static extern System.IntPtr trainModel(float[] features, float[] labels, float[] weights, int rows, int cols, int classes, int probability, float C); + [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, EntryPoint = "trainModel")] + private static extern System.IntPtr trainModelDll(float[] features, float[] labels, float[] weights, int rows, int cols, int classes, int probability, float C); + protected virtual System.IntPtr trainModel(float[] features, float[] labels, float[] weights, int rows, int cols, int classes, int probability, float C) { + Debug.Log("Training LibSVM"); + return trainModelDll(features, labels, weights, rows, cols, classes, probability, C); + } - [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl)] - private static extern void predict(System.IntPtr model, float[] features, [Out] float[] predictions, [Out] double[] probabilities, int rows); + [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, EntryPoint = "predict")] + private static extern void predictDll(System.IntPtr model, float[] features, [Out] float[] predictions, [Out] double[] probabilities, int rows); + protected virtual void predict(System.IntPtr model, float[] features, [Out] float[] predictions, [Out] double[] probabilities, int rows) { + predictDll(model, features, predictions, probabilities, rows); + } - [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi)] - private static extern System.IntPtr loadModel([MarshalAs(UnmanagedType.LPStr)]string filename, int cols, int classes, double[] means, double[] sdevs); + [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi, EntryPoint = "loadModel")] + private static extern System.IntPtr loadModelDll([MarshalAs(UnmanagedType.LPStr)]string filename, int cols, int classes, double[] means, double[] sdevs); + protected virtual System.IntPtr loadModel([MarshalAs(UnmanagedType.LPStr)]string filename, int cols, int classes, double[] means, double[] sdevs) { + return loadModelDll(filename, cols, classes, means, sdevs); + } - [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi)] - private static extern System.IntPtr loadModelString([MarshalAs(UnmanagedType.LPStr)]string modelString, int cols, int classes, double[] means, double[] sdevs); + [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi, EntryPoint = "loadModelString")] + private static extern System.IntPtr loadModelStringDll([MarshalAs(UnmanagedType.LPStr)]string modelString, int cols, int classes, double[] means, double[] sdevs); + protected virtual System.IntPtr loadModelString([MarshalAs(UnmanagedType.LPStr)]string modelString, int cols, int classes, double[] means, double[] sdevs) { + Debug.Log("Loading LibSVM"); + return loadModelStringDll(modelString, cols, classes, means, sdevs); + } - [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl)] - private static extern void getScales(System.IntPtr model, [Out] double[] means, [Out] double[] sdevs); + [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, EntryPoint = "getScales")] + private static extern void getScalesDll(System.IntPtr model, [Out] double[] means, [Out] double[] sdevs); + protected virtual void getScales(System.IntPtr model, [Out] double[] means, [Out] double[] sdevs) { + getScalesDll(model, means, sdevs); + } - [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi)] - private static extern int saveModel(System.IntPtr model, [MarshalAs(UnmanagedType.LPStr)]string filename); + [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi, EntryPoint = "saveModel")] + private static extern int saveModelDll(System.IntPtr model, [MarshalAs(UnmanagedType.LPStr)]string filename); + protected virtual int saveModel(System.IntPtr model, [MarshalAs(UnmanagedType.LPStr)]string filename) { + return saveModelDll(model, filename); + } - [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi)] - private static extern string saveModelString(System.IntPtr model); + [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi, EntryPoint = "saveModelString")] + private static extern string saveModelStringDll(System.IntPtr model); + protected virtual string saveModelString(System.IntPtr model) { + return saveModelStringDll(model); + } - [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl)] - private static extern void destroyModel(System.IntPtr model); + [DllImport("SVMModel", CallingConvention = CallingConvention.Cdecl, EntryPoint = "destroyModel")] + private static extern void destroyModelDll(System.IntPtr model); + protected virtual void destroyModel(System.IntPtr model) { + destroyModelDll(model); + } #endregion private bool haveModel = false; @@ -43,51 +70,51 @@ public class SVMModel { [Serializable] private class SVMModelRepresentation { - private string modelString; - private int cols; - private int maxClasses; - private double[] means; - private double[] sdevs; + public string modelString; + public int cols; + public int maxClasses; + public double[] means; + public double[] sdevs; + } - static public System.IntPtr LoadSerialized(byte[] modelBytes, out int cols, out int maxClasses, bool compress) { - IFormatter formatter = new BinaryFormatter(); - MemoryStream memoryStream = new MemoryStream(modelBytes); - memoryStream.Position = 0; - SVMModelRepresentation smr; - if (compress) { - using (GZipStream gzipStream = new GZipStream(memoryStream, CompressionMode.Decompress)) { - smr = formatter.Deserialize(gzipStream) as SVMModelRepresentation; - } - } else { - smr = formatter.Deserialize(memoryStream) as SVMModelRepresentation; + public System.IntPtr LoadSerialized(byte[] modelBytes, out int cols, out int maxClasses, bool compress) { + IFormatter formatter = new BinaryFormatter(); + MemoryStream memoryStream = new MemoryStream(modelBytes); + memoryStream.Position = 0; + SVMModelRepresentation smr; + if (compress) { + using (GZipStream gzipStream = new GZipStream(memoryStream, CompressionMode.Decompress)) { + smr = formatter.Deserialize(gzipStream) as SVMModelRepresentation; } - cols = smr.cols; - maxClasses = smr.maxClasses; - System.IntPtr model = loadModelString(smr.modelString, smr.cols, smr.maxClasses, smr.means, smr.sdevs); - return model; + } else { + smr = formatter.Deserialize(memoryStream) as SVMModelRepresentation; } + cols = smr.cols; + maxClasses = smr.maxClasses; + System.IntPtr model = loadModelString(smr.modelString, smr.cols, smr.maxClasses, smr.means, smr.sdevs); + return model; + } - static public byte[] ToSerialized(System.IntPtr model, int cols, int maxClasses, bool compress) { - SVMModelRepresentation smr = new SVMModelRepresentation(); - smr.cols = cols; - smr.maxClasses = maxClasses; - smr.means = new double[cols]; - smr.sdevs = new double[cols]; - getScales(model, smr.means, smr.sdevs); - smr.modelString = saveModelString(model); + public byte[] ToSerialized(System.IntPtr model, int cols, int maxClasses, bool compress) { + SVMModelRepresentation smr = new SVMModelRepresentation(); + smr.cols = cols; + smr.maxClasses = maxClasses; + smr.means = new double[cols]; + smr.sdevs = new double[cols]; + getScales(model, smr.means, smr.sdevs); + smr.modelString = saveModelString(model); - IFormatter formatter = new BinaryFormatter(); - MemoryStream memoryStream = new MemoryStream(); - if (compress) { - using (GZipStream gzipStream = new GZipStream(memoryStream, CompressionMode.Compress)) { - formatter.Serialize(gzipStream, smr); - gzipStream.Flush(); - } - } else { - formatter.Serialize(memoryStream, smr); + IFormatter formatter = new BinaryFormatter(); + MemoryStream memoryStream = new MemoryStream(); + if (compress) { + using (GZipStream gzipStream = new GZipStream(memoryStream, CompressionMode.Compress)) { + formatter.Serialize(gzipStream, smr); + gzipStream.Flush(); } - return memoryStream.ToArray(); + } else { + formatter.Serialize(memoryStream, smr); } + return memoryStream.ToArray(); } public void DestroyModel() { @@ -99,7 +126,7 @@ public class SVMModel { private void LoadModel(byte[] modelBytes, bool compress) { DestroyModel(); - model = SVMModelRepresentation.LoadSerialized(modelBytes, out cols, out maxClasses, compress); + model = LoadSerialized(modelBytes, out cols, out maxClasses, compress); haveModel = true; } @@ -110,7 +137,7 @@ public class SVMModel { private byte[] SaveModel(bool compress) { if (!haveModel) return null; - return SVMModelRepresentation.ToSerialized(model, cols, maxClasses, compress); + return ToSerialized(model, cols, maxClasses, compress); } public byte[] SaveModel() { @@ -143,7 +170,9 @@ public class SVMModel { maxClasses = max + 1; this.cols = cols; + float start = Time.realtimeSinceStartup; model = trainModel(features, labels, weights, rows, cols, maxClasses, probability, C); + Debug.Log("Training took: " + (Time.realtimeSinceStartup - start).ToString()); haveModel = true; return true; diff --git a/Unity/Plugins/ThunderSVMModel.cs b/Unity/Plugins/ThunderSVMModel.cs new file mode 100644 index 0000000..945260d --- /dev/null +++ b/Unity/Plugins/ThunderSVMModel.cs @@ -0,0 +1,71 @@ +using System; +using System.Collections.Generic; +using System.IO; +using System.IO.Compression; +using System.Runtime.InteropServices; +using System.Runtime.Serialization; +using System.Runtime.Serialization.Formatters.Binary; +using System.Text; +using OpenSee; +using UnityEngine; + +public class ThunderSVMModel : SVMModel { + #region DllImport + [DllImport("ThunderSVMWrapper", CallingConvention = CallingConvention.Cdecl, EntryPoint = "trainModel")] + private static extern System.IntPtr trainModelDll(float[] features, float[] labels, float[] weights, int rows, int cols, int classes, int probability, float C); + protected override System.IntPtr trainModel(float[] features, float[] labels, float[] weights, int rows, int cols, int classes, int probability, float C) { + Debug.Log("Training ThunderSVM"); + return trainModelDll(features, labels, weights, rows, cols, classes, probability, C); + } + + [DllImport("ThunderSVMWrapper", CallingConvention = CallingConvention.Cdecl, EntryPoint = "predict")] + private static extern void predictDll(System.IntPtr model, float[] features, [Out] float[] predictions, [Out] double[] probabilities, int rows); + protected override void predict(System.IntPtr model, float[] features, [Out] float[] predictions, [Out] double[] probabilities, int rows) { + predictDll(model, features, predictions, probabilities, rows); + } + + [DllImport("ThunderSVMWrapper", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi, EntryPoint = "loadModel")] + private static extern System.IntPtr loadModelDll([MarshalAs(UnmanagedType.LPStr)]string filename, int cols, int classes, double[] means, double[] sdevs); + protected override System.IntPtr loadModel([MarshalAs(UnmanagedType.LPStr)]string filename, int cols, int classes, double[] means, double[] sdevs) { + return loadModelDll(filename, cols, classes, means, sdevs); + } + + [DllImport("ThunderSVMWrapper", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi, EntryPoint = "loadModelString")] + private static extern System.IntPtr loadModelStringDll([MarshalAs(UnmanagedType.LPStr)]string modelString, int cols, int classes, double[] means, double[] sdevs); + protected override System.IntPtr loadModelString([MarshalAs(UnmanagedType.LPStr)]string modelString, int cols, int classes, double[] means, double[] sdevs) { + Debug.Log("Loading ThunderSVM"); + return loadModelStringDll(modelString, cols, classes, means, sdevs); + } + + [DllImport("ThunderSVMWrapper", CallingConvention = CallingConvention.Cdecl, EntryPoint = "getScales")] + private static extern void getScalesDll(System.IntPtr model, [Out] double[] means, [Out] double[] sdevs); + protected override void getScales(System.IntPtr model, [Out] double[] means, [Out] double[] sdevs) { + getScalesDll(model, means, sdevs); + } + + [DllImport("ThunderSVMWrapper", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi, EntryPoint = "saveModel")] + private static extern int saveModelDll(System.IntPtr model, [MarshalAs(UnmanagedType.LPStr)]string filename); + protected override int saveModel(System.IntPtr model, [MarshalAs(UnmanagedType.LPStr)]string filename) { + return saveModelDll(model, filename); + } + + [DllImport("ThunderSVMWrapper", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi, EntryPoint = "saveModelString")] + private static extern string saveModelStringDll(System.IntPtr model); + protected override string saveModelString(System.IntPtr model) { + return saveModelStringDll(model); + } + + [DllImport("ThunderSVMWrapper", CallingConvention = CallingConvention.Cdecl, EntryPoint = "destroyModel")] + private static extern void destroyModelDll(System.IntPtr model); + protected override void destroyModel(System.IntPtr model) { + destroyModelDll(model); + } + #endregion + + public ThunderSVMModel() { + } + + public ThunderSVMModel(byte[] modelBytes) { + LoadModel(modelBytes); + } +} \ No newline at end of file diff --git a/Unity/Plugins/ThunderSVMWrapper.dll b/Unity/Plugins/ThunderSVMWrapper.dll new file mode 100644 index 0000000000000000000000000000000000000000..14e121190eb48885bb003b290418a90076e8e36e GIT binary patch literal 27136 zcmeHw4}4VBmH(Y&CK*D)8#IH#B8+yB&5;|n$NxAijE$Re zU>tj9%&F`5S^TH2FRiU>b_GLC_l7DPTve5gjZID|IwReQ{wN1Z=RTP9{HypSv~opfOk*+qkwBC8~D2>UqZe-x_a`5fPeqs zYLWlw&DB#n1b&&omq*Jc>mvW1DF$34^2_V0YN@R&^{k|bvFe9X*h`<|<#C#Rc7tnd z(l`g315B=gt-l@6A<}Ia1|yxsSc*UmLADnN8eBX{tOBG)r8u}eZ(vF)87l+zlj|6J zhAQu5Y=B@JWBoK?@u!`!dP?q(PJ&{rSOwmMM`kQGGiVTsKDMEd z+Qb+nJ~HtOHHWHz6l1az3F23SH{p>5U7)@Rgkp@^QAl*PcoQC(vH1zv|5nL;qywEN z2Oq9>B;-z>+m1S1eadY|<)Zx8{OUV?^;tKmmoz=N zuSo5crnf$MPIAm$xB#f^3&mA^e)V{bM`}FmQ~%^u>fHtJN^ixyO0_$iE2ZvS4wURy zHn}U#N%!>ENSWuQ>|X-B=AHdbH<=k}>oriEBDJ$<+wZ>^^h7>P3fW4rebjiLbkJmN1L*f7Rd zI3Pt-B2`aqc>|+E9X%E~HlTN)=Q*g#?Hqzf7rAO`YU1)?Ry+eda>y>N>5&|AZ;e#e z1Dr(~U(#!!F#H1Lu>;pHa4e2;@JNSC8t*VD9fSrEurZkzzPxF-uka-)dI&Q4R1D7{ z9vQGok34|;mo;+G28|OmFebGA{yyK5aJevLj4XECQ$vp6`P>GHCBIahe9E8P>5H7PNZaoGNY`lwWxwio z=X%r^NfBFUzCuk`ngI30<>OCd4&{((2C`3}eS3|xx>Fi2x1(e)(%sT{z8C43iH{-O zW2Sp};q#mRjaMD_6`tDMEXKHl#(2{bp95=<&T^}5(!Xr|20>%SV z=gWy1%Y%0JB~fb@jFB&zxrOI^xHy`A#15=Um3)dvG|Z=l`HU4ut!;_(2`x?%3t_Ey zHrB>!v219OcxaK#7uqeYwazw+;;Usb#s@29t$#L_%IbtQLzS?S4xw{k1*VQTQzXWF zgaLp!mX?Q#3y*9rx?FI`EmnW>DfEz}1GBgkQlb>3`-0QYEY@T*bb<-BhrzC<%J39ma-4kNXw4Z zNcVI=-}?)XZ~6tVdev9>x)eQZikj1D%)}$e^XQz{$=xYdf9ucr4Nv|MvRHi`XOn#T zVHoc{v@oRAi~6U^?vVwlgdfm~M&cKdm6Eg>!1L$>E|VD% zYcv2YUxARDKW#AgzRoo35CahTUuRtJ1j(k?rR-3x^TuJq*UN`cK?38dI z;qWQxZlB_J+v&%_VM=SM$y>Qv>TZSWLG~-5*@;~B(PlM`=fKXz%w}hzS#FX%^*Z|h6U)|&`A)J1c2+PRumqo4r3UY@09Dg)jq@^k7e+u^KY)^DKwukgA zB~wDu@~%g6B%=t6h_L4tU?sT*$fC*vH9)>AjrY#Bf`CfBO6hDn)mT87geq1m)qrg> zE2N7GuoTHh<|~;ns>_o^HM<8(YZ1-Wv^21zb6?BVuyr_zR!gT*<5aZdbI#!hy;4B_AtRyZji$ z=$!4M?er`x^iwp3*y|y~G5rwiLn@DS3HvY~W(wweH4P~Zi)eg42I`pAr+1)%P5Z&u z%_E&zUQ4~(rN=N8?m{oL{E-`BD!BShw?@pj9Bv2jlzZ;+-0fLge$U;Vy0iFJ#)OZ{ zu^6(3d$Z(Ua&@b_70|D~?Ny&}2SxIIUsaz^?H9Vj)t88-P0+rsO!q34R$53UR4Qx# zngx>)-QeQtfWNRmoa0lU(>%aoP5G2@T)hJtztqlES^^6la5j}xS{Sq@Xcd&uDws{H zpyKjXFlm%kus&6HZoCD3(sUfWu<4Qq`53w_97r+&K6OIeKej#!g+0y-dp6iGjLj{V z`HSQ(?suV*zp96pRCJ*uZZEK(@&O+8$w(NU19SpDwA}~ujmb%Cm)3L;Q7>ioni-8U zF=Pn#6vOEL*auI&@PriIgl4$fDONN*mlco`?b+eBY{!!Q5E>z)J=xfQ##@gA!Ox1# zYP|oror?P*0Sut`xP!{xil(h zufZTiAHbx%Lgp`rtIum+yq1I;OYD&SyB3gXh9Ij8Hz>T|;O7U4{#zN|aTW(f%jObKR?1nCnD34TAS z1UX!}9}?W}IFpqBdme4h@<%sh`3uj7r<20PCQ{uLpMv$X5DJG;RTm0{Z4RPVaIn@tf3jLX+)la~ z{jmV?-iAI&UFk=Wc2YRn^0q%rN$oR~hpnifrM%@Zt^Pz?F?bR-5@atNck;+t7gt}+ zhmlc82wJYiT>bJcN{c<~(#LO=E71yVmCHVb3d%vjLpez66gj~~T@oa&i@>$*lX6A8 zPH_EzG*S7RAl_E+6ZO?4WyH_J)fKg$NW>qQ%>LP6Rt9Djcx$2mGI5#VNQEWWinbk-9(^>K?A#L~tRT)an}I-# zBWr&xX@nB&c$DJLU4N4okjK30p4{K z`=jnvD(qgRHC?zGz6)=1Nj}QahoiKvVDCrb{~34~(2Q&I(9n5MWbu8F7*Fp!5i;@o z1P%{XmHEC)|Mbr3;&mnSkmG#cHy)#BKjjLrIk_N*vcct5Hn_VMl|VRD+EAt}YE?E= zAXSSuNO2ePSz#Nuy0cM%{LNg$NG{6e*haRJuJW!9qc0Cs?4t;r@51lUj}Gd`N3`yg zMYSf0*`2}SUm3-S(dh8Yx=`11fH-)f5*VRd0mREhwpYu8$W)jYi*dl9} zL^G2;(WQEE)aO!WB}I-}$y>p;pe_oMq&TO0Exkmk_>`(qEen25h)8T4>poGvBz*G<>2ux6#4(A3HpotF~aQs$xI}pMt2kaK`nX*x*<5Pb-%qTY2+m<$v@+}=SUnGVM-Y`GQFhR?*@Vf9C z?L|5YbmxONAxKZ2P2_OyU4t>yE>F7P7Ihw*(InpF-5U|y+82wPbB=k<%vJ-rO++~1v13YN} zF}=zb8Y7Uz4A2e0l`S-1XzNp=tu3z@Wxb;8OZ`S}zyK5o?%G1ZVd^>TUh|Uh*l1D$PpGGB;@rA2Mrh|e9 z+z=t*LBS=e)*`1ne~9+Es`7+ZXc|Ur{G+#04?=3?exnt^LpfMN)s=&Si>l@(FqQ`y z|Cva`)h6Ss490?oa-<)#im zOVytfM&|1K1UVgV0pX^>&K2X#tNuyrNFxTcWdY~K5f+CVI_H1^@Gla5c6`5bX)pek zEVCr`8t{*nB5VSRGS7Zv?P9~Bd@WZkdWoHmx@Z)PwQD6}N5`oAV}3wUjU16j6*MHy zvu#KihgpP&5hBif6o+iO<>_gz#U+n<_kl~E0X>$Z`J&wAuR=T=2kq0i?&$SUq!BT1 zM3QKimJwO#27WJGAKqhT;1rGLub7!0%Jfo(5}L2@G@W0M@xte%=(j}gkH*ihEq?Vm zv}E_^9P>p>5H;yTSirj7*U^Vtjm+bSTp*gO47-1s-%saTxD4_5imYMRT}+K1Ltu!X zMQ%Q|PGKUspUSj&*?VZf(sBTjY|ero z7rX|Ze^R>#gxI^=K;yXwk(RqU$zEZTtfzQi*qt?WYZy5zbG6T3bxye1KJ}ds+t#{sw>uQ2-TV#{GZ~*MJ3+vRf{Y#-l?n?OM?xi8R(Fl+)#T)((2F@<6&rJ?vBe;Jfga zPm+(2^J}3F!-=PYA?z8fR=;ZaNhr0;j^2!XVPU8D>kp11^U(ZHa2dwIt!a zX?7pnJb_0V6|7VfD{HV8rHxwA%oHkg6w@jgBET{?2z+$&^AJb8`9@#PJ4As+_9|Dc z6VNCisMI8p)H^}7>2)$iut)Ic>fNp62)03Tcs}yrQQF*L|8x3qTl!`C@L4)BLm%G# z(+GVSXVNCVv$3f+@I|UTvpH zqk7S=BBJmCj*4%R2ElN+ilb$)AYp7ST}NoG_;D1}J?Hr; ztyBu`7v~HV=kyon^!jo%gze)I`kg*?KIt-|d+A9_6#wJ_AfU|YNj_x>r5&(kN%kd5 zI^qme;CIkcn&MN&8ihtJEH$GR$|j+vy*PT8E0Lf-PJqIG3YND#F)6g$X}E)%6l|Hu5Af zf)7r>4A-gZPUN&bDTInp8g5;TfD+k7C1cK#C!>n0<~cw(YQni2bW}%m?&j0(*#K$8 zIUuodB_eo4jm9S+B66TsY-A^fyt=-8)YP4iV^}~VH|0WA^H zJGCEROi!NdJBTyq;OOD|CG)hw(*;y`}va1!kW| z_7`qG`ipr@=jHK_=(xvPnf>`w*lRlZw7Rr!|4n?5lCr zWlk!*6S`-9Eqs;uUW3FF9|D}Qw7iSij(5(ORqEW&hfS#PCqz6RCm8j8-AQ}?`A#}j zXHg$;h4OnECZQy8-58+{_Qd)JA@%V3-~YJ!AG01mJ}NHO<8rVbbv=F`L0}=}Nd9$L z?{@9HFco9@zV8`I`kA;DxbQabxR}J%L-;&o9#8JUnPWLVWJ`|Q^ii#p5Ty&lI;to) z#6>aXq2naJ`osG1tDncUTECydB(D}19^HUl^?mrdju3QuHdj86seN9%lg{XB=TYnJ zWWrtK5SHHqL;h2tZo2*eFT5Z<+%G2UIUYGC;iIMvQ+)U?0n_!u+xTpZ4tL{lSDZ(R zTiDH|`2$o2-=G$T#KOA{5i6h%@wsAEPUBHNO;9d8Zj9Bon6&jFq0_Z6JimqEDT3i4 zwap+mp28tq)#w&YSe<6vg1?NLg)FX~(str-e$+aXiJr~CzT%_6vbjl)I-rogTU$>& zv3e<!QQ!yCk+7E?gx8aD4D zE(+9FDRlmyy-vA_L_I+xqvUg?8Ah-f-}J!H6#lB^ho(hciydCrRNd($xf35#-cwj? zy7O}+uRfJx)B4o=#P3@1yHxzj;x|wHy2bAV@oN{q7g1TCdiL@zqq(8;GB3=iyai$D zmaBM2hoj~Kt|iX3B%SNz9mgDfQ-sMs*;fv`idutf=L{}yPiPH2<``<2mhukXia_r`mbuTZTX`Qy@m!2~ov%j*EE|g8zW*#!C}c|-MbxO% zZgMbl!_7GZ1jt6k*jKrsdtoa|8F-{RUQ zaee0>)17xw2vt3yJ8wfmcb1B5_kl51M(fOV7eb_MgroZ-XiUL=tZSxCht|Ukr0ypb zJT)EqUYHN`cah_WJr;1qcEc>Babs41y$0sd_5%>0?_&wA*f!-Elrqw7DCx4T0)|@c zvXvl3Q`u!(W2TJH&F+uU!dgx>yQ~&!c?hp&JeW(2{Z>~TiMxx8KpcsRPhSNI=>`P- zDxk26ykZq?1~SZ)?p)v?fqpmuuKD;}GDgR!3XGxdRHy`Ioccaa|BT)RrIUt`SnlS^iaRq0$6?S5f z#+Ahgv2wdsLF+$in=8uU9?-QI*-jp*q%SmWvqS+-8d2Lsk)#_NG&E?#4gROZ6pq55 z8T@Tm;(tk06#U;1$mi~~`us>0o$K(TdweMjR8~SW)%Te2>sZ<=GpwuAI zszEZ`u`GR`b`hc4=AlLGA>23y|C+uqk2+7_doBYpU9=H7YnI->R-C0f^Jr^S zix4O*a_G*RkW*v)W=dxp>1eUb$h#H}(`7=ZuZW_vOJDqg$Ji28{`^-)g@T z3&C#H-ZB#Sz8Jfz*o(C;m~|-p^#MdKr(y-6Np3%5gJ&4d%#ZbR>FEqF7`FT&&)AFi zTFzX6PGgv|HPxt_s-@5&ZKC#@ld!7Y+RqKNH7|B1ReKScz4%81Xprh)Q=W_Uz7?Ce z!7tA11n96;Q>Cl4pBR}`?O%~Nb2g#Ah(T!I8e&TIu?S&x2IJ>6g+6%M*i>LE`?NP9 z9W4BW$Oo2|@xp*}^%T5g-FbtUM_jvz?+Fbx!>5|$C&)C`<$ZRvB>MWl1d}jgL>XSP zZsdR@qfncGA8@y6AAlmUpYNObzJ4T(H7fncrsskD*g>*+lDBia?T^T7M`6gdV<0m} zAX9tR$c({wJ&oj;{y#N zm5bXISVC#Mtq`n6Cm5gcS(FVDenw=*XXF7MwOzUyHebxCd{^gwNW!!a@k2TVSEplN z@fzGb%(i{?fUdV}uW8k{9)&f=nd)0U7f}px6S<&Fl@)G zVe8h@E#u(jQ49j04?y%<*mT%=kab3;P9Af8%IeM-gR#Pu8V%XqrY$$(6+C*~%b8StZV$kjtKdD;0HnZ9(?xBh z(~dJ-sL$A7XuTWrVD3-Xeb1=-#E80QX&6SSd&u119D_bLzFO|G{dSt+^5-Axvb}_~ zSo*uYYDYdk=Q`op(%%>k)O)tPvnbHm;#E(p{rShDi!4QByQSTpE$8YQ13ty-E*g6r zR?g~GU&UnD@$diATS|B&V<-6OQ~T%X(%e{zg@v={R-`1c@bzxaSl2EUaSOAmR9PF~af1}aQF5A0E!77TPPc^S3ib>5&!OqfyK#Ply?V*3c z=pygYr{p z<6IXx>?rR%nID^N+leAvVZS!cYht5- zgz}0aH49%Bcp|?U@T=b06^JK?K6s%$T=DzRR8#h?5F{*9Oa(=Yg{Iv1;%h!-tz zV2cK@pZ8jlrSMqkM}U#uet&YeKOfB;yQ}a0Kf*vvJ%i!Wr+z4Y=LxX}$0RXcp!X)A zk>u(Q8FG?G*4NtyYc!a5^|fodF0Uk8$kn%Z6w74!?(X~LMI1H;(b@;Ng4$7x!vK{X z8Z5*4`)yn`s8}DcETjScXvP^x>Q{?`>Pk4;#TD9TQFkY5=3*s-qo|R8Y)b(;5tF{s zp>_Zd;r=V1NexEpKd(2S-OLx5aFq!ijYj!JGv8~%<0gE@gx@gX7fpDd3IAa7kN36x zzIe)j6Ye))kBQGS+k4B*e`LZrCO+4sUueP_6UMpzz|8-|gufn9zR=_or+?clzhuG* zro06v>^AZBX8u7lUux!mX6EDko*a??OpQ_EH~W!k!ozh2ew_)gGT{$u4g69QzJ0He z-)_QhoBVc|u+fBNCgcHwKK`4+w(eD-Gh_kE08PDmS_s0~=iR zfyR5oVkFlGs=`g7Iipou>+(pQp! zXox4tOi!X5)K22lgS@LO5o4qWfDev>A4$tWGaB7U+$&cYmt7;;7`Ou6-Vt=J&kxC* z*uU-(bTa7TW1UFXJA$tE3j78}(8XJ&v8^33mQ+Ugwo&jT!>&>AME~R{c%qLb;NyJ& zn$cL&xWTqx_9W8LSkky*Z@BD9q@yvS@xb0P>{-6TyP`d&eQjLL3E#i{_{9g8e(>ER zRIlo`wRZ#qjVl6yg_Tu-wWYN!jn#qBidDsThAM->Kxh<9>#eiaE)UcPDw{{4$KTdj z7jGCJU@&?~-zVZ-w4l^acd0SlgowZW<8BaJaSZm{h4MJgotw*gfqQ%q*DC(*j|PEf z*3sYYao>U>2D?k_*v#DAsv7LE1IXJczhF5+R0}*r!xMeGa{RuiP(UVcZWze+7~ZDkxbkdzVLu#@tu^}*3Rk&(9?{13VYoG-jh%_OQiE>SFq}cx4qS|6X*K>9Qbh&+bqm@t@@@<` zhP=}F`%p6j2F;V0*><8a<{*z~cokz=LpVhGpnJe2%+)Nyk*|2;n8CWY5{?C-&j9hi z+f;yjnZ?XwICj!HPC-Ndf3+`t_D<9gG3(qi^tYDEfoSkkO4ZB{Bv%S#DbuCamUTIT2(7fUDp6Vuql z_a-pso7b@M;VhO>J&{>wxmb^ju~amY4xj3JvP38wj)R|_Kr{a8B$l>3C3i3Urk)kX zK0#}Uo_-VZsfPWWcwGt`cP_Qp7PM9*mn7xhgz_NhER)jNq-qD7R4TDav&OMWp{)K1 zy_r2%#T-FPYBEbrN)9IFLY^6EY{q+xefrH*cI{#Cs#~AO#yd^z_rO!%Z>3PN| z8)KYej4_qv+51y^t-<7qq+G$TG=sUIY~RHj6#Ouzm*Fs{2{aa~g<0oAR>{hwS#~Dn zjSUK3kh6U@WB-CTX391^58fka&}FfAjd$9aGdzYlQSL+^oq6MXe}p+h4fYBy&=<`? zVhK?*_88JnB;?JpDj6@OFbP*b66%vo@%m>$n>LrRYs~teLHd@2{FrM~*tN4Hc5Mi= z8oauK>S4LD2GFd$9dSw2BPiNgo>XEH?W7L2V;N&%W7eVEZe{k6F}7li9t1AK$}(n+ zVHtTTC1YsZZeT3Vzr2XCxAE42KS4{9g(Z~$X4+XM`jJ_h$}-WH%sl9s(}r<5z?_zS zOspLt1Nu43#-yvp25DSKX2Apc6@RilMyjnMjv0b9w!46j;Z1xT$dn0=Lw;2jaJh0K zm64A7qH({2==w*Yi_2lJyqrfeP}#tbCQF=}d_8&++u11#)Ucm;`7glFf|4}zZAHEv zZ#P~CI!JGOp0O57Zi0QB3HvY|wjH>=u$W{+&VhC^=9S}JiMJeY9o~(2x8POr{yko5 zDTyUBE3?5Yr(&-i!!C0eW>zD7F>l_i1(%h`^0Fe2$5Z54l`Fg5NCV1i{yeRxXud&N z9l!~?X=5?|ykkAPHxOP?RaqZsX7x>#)dp@bwL+YYJHw(XcR`5Ta4bY{teX_G19~OJ)-QdI}7iFa_C(L_#S z3nr8Q({1cbo<~-^Jlqr)b9f74&i;aKKuy@+4z=-D8K)UEPWQ@*S}HVgKIuE@oFRV` zhA;qSzrsA2N&|TxNt#y`YHDsSUtd{Ihcm>uN6hUf)Z|f@8Y$0bFPB)XtN&ezy~*<$ zXdf?c4uo5R#)>PxY`tSJhA(;crfDI{*VQ#vhBjWQB8SbPaU5m^fLcoHAZ!FVn%6f7 zXN5hQG_SnO2;Y|nLLt~lv8q>l%1Vmnd#Oe->`}?hvvLjkajd+2L2K(m*r5QgY^<&i zgmCV)6SllL7^teN!4j%93h3lg4n?glAH01iuWAZzWbB5^@TPwQFN@fh)`prk6b)Tj zOf~7l8-s!Jy2hHOa+AKizOFgU*zK$#(16ioY}JD0E0>n~ii-v%p3P80=tg;v%x54R z2$eTB2`-IIAxuFCKE`xLE2_FBNPU5CRgY_pT10Ld#OA@+t;D4+jJgf%b3^I!03rZ2 zp+JDKdEgMJCEG#`kSCZ0PECz9b@#S}0_B)7^r^fubnkkcHVh7R(AX~w76lsD*M*uI z8v>2!$E;x#O^t!px^Q{8a$P-I!srEB163{IK>4tO322Y#7^@7{&1h(zv7xSUMpY<0 z1AiYpT-OkoQGfG{n`amkIfBBlSBV58dDI3fgTu;Sv@Q?VFQ^P+`~nM_@LdA_p7qZO z=WlAdza_Y^rLl_EVo_r_gc*N>N>VXR6*O;rH|Nxoq##pGaRgadIDQ<8nnW~M2$Fi=UdmV^S$G{hy= zWi5fw#*#p&rYY1=*;s{MV4MOWHu-YyzG`+u0v7risH_H(^%Hi*#^!LKp%g>xX+{SE zlw$SCJ}8Va#Vh++}I@IRYv1099OeD zqm_@?lCCJu^Or{-%5HC5tHs>P;$Bxc`eFF-}VHQ-nI%vuh1__FBe% zhIBt5{UhKvk#+%gxgg-(MtmY32PIhI#+?H21h?XqktXJSqNxSjbM`39gxmdmE%FHgaFCkxq+Gh_h`!6)#(hcv}c79fsd zMGTPQDHLbPM4I3(iiCrv9qgSAfF5n}0iT_T(YY@MrbYdKnVx9rSD%*f3SdaHBND~a-G(o;fG2nz-d>~$y7BfSoePL>5{$Zl9eC~Ks6!AjO_GOTzL}l_ z_y}HVi{L*ZZkZ1HCjoDri?Kwy0Pz0X5nDl;{vV8g!n+UYrvQ8L5>J9p&qLe>_-6p8 z$`~`Ga{-(1iZKCv-c0ucPW2dgeDlG+h?mB*4X_>WFHo0Y%uN3bux&nc68NV8yYQ0C z-GG(_M%oHkV5SKco9Pn3Rx?d7YNmGr_T$Z}Frdq8@F6(MOcUIUm*j5)EJMtc^orm+ zc>5vGdw^LB4H|+A%ycQ>w-zyW6Zp3S{sJ%cks!X$5$Q>QUq|eB4rnO$@54*|@&kSc zZz=HjhKHTTTY@yjqba6L|62(`iW5_sAjNd|B291$UI)>C>|+u4MTnoa4JV`6BIa%s zJpSbigUI4;=S#yYiQJrdtqt|A^?^_`e66|DZl0Mt%@t^@YO2Q9Hgl(~EL}LGV4ABr z42QfDAL9h(PTLr0o;L6HjI=qG&CP*^b@dxvV9?k+cN*N_+nTFt0}YkUGaBmXNYzvm zo>A4*a9d?_!_4(JPjkUZs;fa9a#dn$#OkwgUdW6h<9};Z3G@g9pgrFIxV)S1F56wP zyLNYQckAw5yW4j^xjVMIdw0+7tUazh*?V&L6zq}r@I57a%Jx+3sofLY)4Hc^&-Oh# u_w3r!{Y38*+7n&>v8$<+QORx9n(KBc!u`m`!uiV0v6E^?8IP^(~V?TPUcQ87?u-tXGy%wz%s_1EX$ zH=obsoU_lqt+m%)Ywfky+9!6+3SX|z=kxPRCVjp&T;(sU{vZEe53h%gcy_4o4+CF1 zYfX;v(pgjLZk$(GKlirp%>DM9!rE`&dh2cR!W(84&TY80@WxvUD<)rAIOn#Rvo07i zWKfY;b>Z~o@68*n-2tERb*~Y*ga`Vr%j5OcdA`##l2f-;*W~$%d8p#O zPj%FLv(N9VNp&`rIpcakeAdD^&)2nja0=`$=;>UAK3~lRb7y`#{%xPH`czrk5AE*?c``QM@JKQ=R=W*Nnd~Z!V~JGb$K?)%OiDJbP5W@C9?{&8_8?!U?z$ z+zW0p|H9Jl+*!BWMn=Jr;7Se9{-g4Z&n)-<-}`)8;@x7+9@4xi;B!KgdA5h_Y4MZ1 zp}2F(JijkIjT~XEy`re_a59Tl?SFUF54NhzMD7d7e zsJJ5dloYjgYPL~S?A$Q8pKrwrLfX=>W=|<9)~v1030L>?Nx62nT;9zdoG@Pbc)U!DmBIT~ZiDXX0Krf|= zUJrTs1p!jPw*Vgmg=chLG}rIjvW1s<;HB+Y7Wv5@%@Tq1E)M_Js&APj^SZhu$9;BBaUYw_w z9Pa8jDrs16%SeL7DW#fWwQ9{T$Ag;HPqQ{9f!G>Kno+A$x>dKfM-q2m81glo8MBNF zt76R?et?{64ZA|9>V!NQGzh-UMYBj%Aabc*rCHS8eMWqb;pyz~1bpD2ayeK%k zg%M2jgyUbE9UM^sy!7fUDNDiNQ&TRi)~H`g=Etcr(UXj8T5?<0pEc`bt#-UWX0_?o ztK=vp$3$}Il!9wT5q{XG_09|6xAgy zcWZQ1i?uVEzjK@4x59b;M!&DArD2e6ZAs>@ktE&n7fI(QTE(d6+}9(<;5?Q(pJ{Jxmgu35WuChNO*`+bJBUblyjh?TTYvIl=l%iZPd zQmM3KFbY*&X9|-kj*i+0=7m5Dg#}pKoE=b(CLpOf_@dSxRU(#afed0WG$1%E%4KpW zI4l;@+AF=+l?6dww+#@cRyyPQ>8Yuu5Ej1js>syHRl)`h>-LcLoFIz7C7?HEb?PMy z;)h!Ky5K#RO7rF|!jWz)5VRD=?6D{7);2A%F{qVqUNAzlUXelB@s3uqPAhj732-Q?8NG0e=Mru*o(W-lD6 zCH}FG@#yIqE{t@DW_37YC6CqP&f}Ry^-K-JTpYU09(%E7US9ydw8ZD3xl=UjOwi}d zyGw>)gKoV-hn-nGY4+5d32pw7K5gkC)f380>d_MGMrtK{=qk58BNous9(bZNkmkC+ zoXkHPlHbB$I$!Qn;c%YZ%FJ&;_cDWOU^-Ba1;PyO3PFA`lVJMw*RFS-Mo4@7P4Mq> zwru!6n1TPB`r@A!Vs;Vu-|}zZ{}%dlZ2a$=?cx7t$HxEjlE=k=tb|!IJ0xho%q|+I zsC`?^zBNb4dEq4c^wDZ4zU>W#bBC0iqK1s#JG*(FXb&%sSuZjnMmrtyp27J-<8nLQ z=(-@8Z@=V?%Xg2c{Z5{lZWmL#jN{GnT8)t!9)sa2^u|brOvVUSC1Z4wUyYH=ueA1v zJDH${_K2EKdV7n|Y+H_x**?B;Y(HPa0q0B#_2oGI3V$Rb%wc?_Eord%s`)%OEmlWtw$+Kr4SEe&uYq{*?u(Zk+J1y0JjI@jo*K zH#ftu+%ANdmuQLgh1A#ZznTS8nHJJYc4~>g?n{HDSu#CkrtT&yxBncmphUBF%Lvbq z>L5H&_%+SEEx->RPhW*^h6T7805^TJ0LP!gUumy?2NLbPaXZv-IpeO(^{vqCN!1i9 zy|%MkBvazuvW(ma&VC~OkjcaPO25R0G8v|$>vtC3fY=lvs#zx_^XGN&q**5&r=rrd zHbi|&vi0_W;R##l2M6i)a#2If9B26zs@s#Roo~_O6$jSm#D_jxFJlJp8&|8^Ln688 zD4mf(P3Uq<-|di`D7;}&ct^F&Mu9Emu~=3fv~un)X$5^a^2~*#7CXbbXW?12+Tld^u*9<8XyqBnmdxL`(Hj&sGVZ^B z-Jc)AlD+;2DbpX(OXyF%+rXWlx&1jYvp-MnPW9(CGCP;{_NR;Pd;O`()*pAhaP}Tb zJz0~bzwZ0@cJuy6+1@i?u*zGC3Q%gjd39rfZgne7c8^j1;sVscgNkFK7LCzNgfhdn zChljsd9kn45sbbdtcSlPTKT8JW&0J9x4Lp*n=7f(U0$!)< zN(4WkP+C7yPrSWPH!tn!%1?{nXUJn%-CeoSQ3ni^J#$`2v{Umgz}f2L(BVj%{~PcV zwlVF!;(t>!3^9bv_pg`YyJnoQlu40On3{^RW+-nkvhK^AYAs@Ziv zflgKm8rq|;3fXFAH8X!<$Qs77C~?RiT=sj`!ihWl+`T@)=bIh;S|k*_cZ(FU&zOw# z(9G$3+oS&w5`xGZR7&)N_UNY zt@j42ICzf-)=w$Zcd$BCiUMn#3)WYU16GyFoprE2c)S;^@Bb+~Sl3duGy6jYRuY3v zw!!*f6M4pyr+2VEHaxI?-6LSVi%E**=3smL=PbR0%U*?SgeC)NFrTB2zF@woQWTgK zE|}wX9((j|RJpT)8OQ+hH#@U~*+kXOl5PcN!7;!L2$=Tqqm3=xFOoj_mMlplav8-dFIAU6UQY^Jv0Z zLY`juE}ZDW=ZLiIJV$ih#2q!h;4*J!295&j0+phM?FtvH`;?B79jvEd>&IZDQy=XG z>)`h6U>&4tXUlsEtXWTI2Wu)#IIGCh3)VHd2i7nJ7P^zqid4(;^S5+aW@nQJU$N?6 zCPTeUr6~BWa^d@p(nhkww+nmmG2mQ^RQ^Hqw1>slACKW&x1XNT+Xi^qiPu^;xr71@@3 z+?I+4Hr$2lw@+q=>oJ;ey1O#r`e~&H*VRbQ6`en%pR02^A5`5vW0C4oCP@FKQWQv| zT##~(15(McLE40%O>vN0w`K?FebfghLU)mUfBr*ukTz`~&l!C{+IFc2(!C-QJKJHC zXeYlTV_$CZs!CC?T;Rg;byr`>s-4VGxwCSM!w>hu^3#{H!!k%Nckog$?VVSj!?Bzbf4d%?{p{x00TV zE>^!hTBEs^Vf0j4u9x}yVF9#bHO?(EDKvX}jbY8=H)o-ax~c~!{6(`C)ni$WUpwmM z$Qs#E(rkMl{dY#+h@^TdZv-1gZB2QSgmzcSNN?53Td{L>Xt|q%PvtZ|uip6@^0AG@ z^R?v0jKp}CRTXQ4-eOmd!;5}Cl=BDJJsMqC(jo|op zl;|3-i+|E`chD)x?EGA`M}g;EL{c!MYQP#;^HK0NTk6Cj$Z{xFGg}KTZl^&SowqwM zTMsVYpeH^HX~7BGn{=O^GTNf?Z&e6gU#c38A-laLHiYYa)VL+X3&27 z1fOq`HRbJ|;M(yyiIyKHdh&zI&LL5IIAYzG=w>5P&)uASbCNaq?PPw2kCkvkqvzg|Ycd>9@5`6lMw-7DC z5x%k!4gOIrU3sUqBsy|LDE+UHVzONoZubgrbC#tGH@sAVwWC6sN_9cA4kw_BrteX7 z)N7jgm{5e)-uy5Zfn@n(jr=!i+x7AeXsi_)3wzy86Ig|4ye_e6i9bq7AsR(|$@~G& z(AVN_&3aH?DD%%~vHe);y%?`N8|x{`YGdg=T1l&xXu)#RGa|U`ax@9&7gzXwEKIf9 z4m!A6s%dXt!^Q33N=dMyRZOwqJrf7=P|~UkAz5Xd2%K4DKAFIFngV%q$KN1|aAk=l9R4R>=1@WrS7KFM1dVt}9;)f@JKz+o)>FS~N4bY-^c%JiyC`i!(y-k8(bg2;E9 zxjxlQS?90QiFzuru=5A$#IYncw=6!zEq4J=+QVAwzTvuAS<`tN+2FRl3D>8~efE?G zNT5?sC;lUqSll@}o%nJpv7mDVi7bM6B&TYSF!3#P5&afNW0Ekm{Kl^P5_*USy|mFimsc~^Q20O zcgm_XI_htR`Sa~`7Q)^wedbrO{O2uPqIN}59vt_H=RtsNOOmrwlvKlRmIq}b0U+)x^iSU+EgpP3hM*IdaLt$)CS?y<+xB>RnV7fDuz_1bA+t@W?{bZau3kufqs8k(1yOKMdz|6(__YLaEV&0KHom(2g$AIL~i zDP~rD?=!cJHkCS=)XJ*;!C@60JzYcHH-F#_XhnEk^2_JAO}+@v$J$z?AwIT|g7|1r zQY3$YJe9w>sJL@Irh{bu9kk9aBwx|N7QebJj6c8?L zZI_PZP&dPl_BV~qigii^^z@%Qid~8R&`wBEbZ*QVr`x9oBWn=zOoselqZEi;|LGa% zTNC>GI%|blFcgK7fzkgi8Q3X}*j035n^VGc?Hnh0`syYpHk{<@B{z`YnNDp8+VhXd zbaJrSPf<7H<&tr<${1{ZkJ+P~FAQ*d|5BR9Q-l3vfg81?VQ%m#EvNC|4e{xX2j|2~ z8xP(VKeh2-L$G-|yji!5Hv-9g=XWkGca8B9UUd`VUBzBP8wo;@-s96evcs9dX%p@J z*zxG6m%n~@b0+yVuZDd8La!A0?o^mLdm#c&_FB_aj2ZJ$(!^S>h8ER;B-H9KiPO#{wFZz$5<{EO_Q z{Tw338A=}J5nXmGTsy`i?S{V#X|pGhXgOTo6SNf{t=;Ppb0!f#@Gw9*4>A>menWjU zG-!B@yj|eE4X|I8LEpOtZC0C8E%OK|yfA~u#%eMc?CDw5nE3?|%5!1yrV)}Zg@om~Ydc);SB^K3&%e~S= zJMUGIHTLD-b&>Rl2q=c)LMvm#*=1=|IO`4BZZx>D6#7a!;^V%KBVJYoG$hM@9O_v`LCh3T7%nyYp>3EhPjJkxB3Yg zfQ|~aiuo@A|Eur{=Pb!R;R2s;;`u(`N$2`}Gq?s=8hn*|)4P}F)bB*nK0nXryNWV# z?r-Gk@cjNcG((vme$D6m62GtWOKn+&`>bYfDQaOY8x~4vj|R~8*qC^3#*}p{$!t35pm;8UAC$KoWm#1iRGI+lU zX<2`UFfQ1b#I5PAsP(?)@}*$&Y~DqZZTP)t<$Hqm<4A#u;M#>b5xde|Cf!7eS|&9< zS`LNgb|l}_VC~8LF~9ZuSS2~aOI1R#B(O+g8^cRES*4VABGSB+&whjcCwi>XJb#l; z|C^Uy*7$2&U9QQiE6`b%POJCQ ziaU$aY1esa1)U+%!0eR>e&IO9h?LSo2G)QDmhlkA8<>YFMcQosRcZXIZi8{cDyJ0H z8SLZLlWQThq}0zw&73L|an-UEsWah<9sT)!u$7~?eIg>vPv4`s;*&qk;ED*zlm`0q z|0Pe)Zka;TN10N^&Z^OhD>gbaL=)giq%YH2bRNeV?MPM?94Jswx`4veqrxrqn z#X)-9hVM{h4ayv|G{1~S5QHIThMN3#G?Y>}e_W;%&Z)(j>k;-N|HXo?i+Y`16@H&k za&M!{r-q`|CoJbd`(I#{oj;JCplG^-z42GldsokVlKytxj+&`?Y9?D@sF`n*g@M<+ zR17GhW^Q*=t56Hy@YKvjk|aevHPdZjhDrswy=o>7K7ywhZ_qO7*aSL;$w$o?qm~J& zCg6~nBx9nO!%CN#H<%~AeD9)@I+w}TM*dLHyoJL3NzYI!KUf8jB5{;deu5jroF#(P zRVibu+M}z_22wP~HM7mBEg-9-ExKJsYPVrd-`5_M$(JH8);?1qq&&SjOf#I~~*^9k#lX>8YJ>{F%JHg7B?c|Cmj+TGAWF$+_ zQW0clF`ybgf{J}D-5^}8kNCPAYTV+n;PVC3O8m@|e*8C3I2UHTAL71`;u&Y>`y@+3 zvJ90hPC))+`)Duo`PN;GD>}bj{OaLP6S*Gt?&Uf4`z~qo`R$?1J6yZC-oQ1V->N zeADM!I>zUFj9-dZ%M}IZYPN*ZJ`ggwL!#~D;${>TUg>%gYPgx&aq;Qe<7{HUan4ho zc?SI#=RB0V3BLql+(c&JJe1LZMlAtq!GYDaa3Etx<2XMW#u_?GDRmoOfhH9&cz@j5;X@^2Wnmj3xXNIO?> zkC$?bZbb{mAMl5@hIetlgR|g0RK9862-XDn3Qiz_KH${EOwX-Y?hmw81af>`Cq;u# zb+|e|ykoP|ej=p!bWRF+dU9(D5pI7f=}+fedaGH_7fI8Wi*S07Lboti4|(ksV~WY+ zi#8=2auZwe2TmbXTw!-5^E<%$isSgbwnGP1y;GwvJ(O>XFAxXMkn8+`A4VzEHR=GQ zrTkOzlVEtpf(hK7cHs8ZlQNzaWb>IgPkbhB9tZ82qwv58h!+Mc1hBZb;rHSPMeWz& z43%*Go@V_wj4Jal3w`!_LmAdzmH*>F!`g3@e5kh`W*l%>$9UJ;ldC+24@1#Zzi)tbAWXo>8){>lBjt{VVl% zu5PW*(hFlvTW7xGGZQeGJl z*UfPxyC`Ojze`YTf7L^=%z?fr-jBw-Ws731$3-$;$HH!L#1lLpGD;4D)Z@_IL+};D zt~oZ{#jKCJPB84zIkEDOW5Mwsi|^Aye6yv$(@UhkNLKLlQ6w0`vS_&^Xa&ZbgAac+ z9&6NL-1`*efv)nNhKOOcKy!McWq{u5=;N)|YJ36Rp(INgc0J$3_V&INPvx86_|GEq|hvXO$Z(Z*6!_ zI-}duSaT2GrMlAI+m#-#EAaP{LoPq@e^WF2WwtM_STsaz#?dTB7Pi7>GMz;)5*8CE zS1e|t?I&nrLV)W5mp|uni_+D1u#@?p{X~|+hhe0d+y;4jv^?zPH!+Jj1j{*?IrL1L zN{{9AOS7DDisdMc%C2YVu^uUwL*~9L=M9-9r^9mIV3xcgj299|VsCT)O5Z$|BU2$_ z#e9r7HVs;{zC=A~CUb_zWJbq?$y9>;$sm95{T`z^gJfm_6T_Va+nn!wS*jiYX4V{u z8K(;-l!21}2YmFh;1oWNWWg>zgaxPY!My2;)ftGx2dnUwr7`W1=~@`#AV0 zGE(@sOz^SQ!^aSkU3^H`gP{5!XQlAbeH1=kgJWdi<5>J5EJ~Bw4K}QIU=D^g%&<1a zm_pC>GU4_5r=7=O!kct7iGRU_KbF~>X2MxZ{A(usFqL>rxKYU)#av2-32U}rF=54R z;K-#h`#Z2=R1d@anc~Nq^`A;V5kuzwljsdxU5N7tuKZ5?3?dnv7TMrLqmmqo{xFOS zV}8l`Z{GA}%pVs@ExB4QjE*sIBXX4C319bVXQ#)&!#_%J7RpqEP%4rzX1&Q|)i63( zAI3_sWPPR~`9z`@8y57pPGV|Wdq`335la@*$}bNz3<{&*3W~ahwKb_5iGT_=bt)kB zP|RA)>}%Ca5TTUD)OW9l##l*@NY;$$FDOWhLYEhh^G1cB7w(%+)oNpx(8jMciJ9<^!y^~g_z`hON?`AlclYyd1u#G%BH@|Qn5+LW63DpQAWE-Y4u za~cNgbMi!O?>IDi5_b&e=Qox+2pcGd;?LuVDEbT#CY{>-Okff`n4xWJ=c9gTurtZdE+YusRI%*HzGj zu&|X}rM3Zi@+`HOF4K+4vWQsHV6^GI25hZ6oj6$xuS(u39Jk-CFLadijC)?ZoPeMypS>{KN#gi&J~J+koeJ zqPA>~&}@Uto}v-aZqF@6lQA!dnYWDXxy(Foq)zm!*&j8kM>i|RvW^>o5~yuz-0Ykx4$&!fuy+g+*x|dz7`A`C!63LJwAuNbQ~_C) zRV(4w#HZLT&dN(h5C2p(<@(?|ng7Edh=%>>8L64)&Og!U0$yCnpCtgcgmu&o+0dk> zdE?cTE*FzPDU+B`D3xF0QIPj>BE7s|#6lH2`wlYHjl#ssPP4BLVFV!7RkP=H`FY?$HJks7!}{zyUY-nH37Fu zsJ2=K-$0rNwG#fnp|$=~wp>l@PZ8F|5o~0y#mA=&UaUNJFVJPm{6ttaJr|0_L}U+s zSTiSMvD(e#QOnB?r(Z-NoQPh@Bdx0Ls>o1TGF`vkdF`}511Nnfyh_5|CFbs^kX#I3 zZ|WtiGu)WmvtUj#c;Qq`Zq>gTldE~LK<8!&$K7!rKwu}l^BAGHzmxZFD5!+s$}%V; z0(X)Z_W7aMs0i!4ba~Om#(HimeT74K%JQ8^^{jhZL^*uw{km}`^%5aTlYOf|{; z_6J1RTY1yi&=UDl$6mtC_xssmeULZetSD-4`ND#EoST3F$vR!)LmR$>&%$es3yXa5 zlbnik$tXG4Xpvz1({XTotsyFisgpZ+(JpDNE}1`2>cmtWzr=mZOsJP`Z#+lZLUG%y zj%AR7<{2AsH1&FUit3Ai6&B;WyGQo1tc~pa=0D}BY{kw4mngn)TzFpvHi37BRPMn$ z&lY%p&YLd;?-c3m7lU_<)R_g|J;hnz-NL4i2k$wmFGs-Zcj0|-XA0iO$0~TCcd_sF zJwYS9#v^@5sje_;eHf9o9L#SI+`WRZx%9CN7gdaL*Cz2oc1rgCf}X(`m$t4(a6%sz z_>xUf*bu$D3t_DeEl@UH&WDiKGI9jSvN`q$r46$Pbwj1t->X7^no~|uicc}KCYk^K zeNuvW>Hn672DDY)&Hmu+V4ip1q&CBRp;4N$^8U~yLsS_z%q4Y+mvW+3n=E&>I&Y7p zB+P1VWR2>SwOyv;Q>>+BN5pMqp=t$Dlw|WxOh8sgGXM7^Hnqh2ONCuSHFE*PPOBTf zt6(sgKBY| z;(kYBQ=ljitk_}gPize}zU2>A;AL=YNKY)5&7PR`4Q(k-_{k-~W#UMrHNO{Z`Xx73 zTVh}TvHgQh;sdAIljEB8iZeD}hJ!w^z{S?n;SBsHt=q#(G;>;Ah1C{G?DJPxn;TAM zCl+dB@GHwSv!DcqR9R()!Ux*=HB97xK^&caGC1GSg)Xp}sBi8o3(3kQjFp;A1go;z z3`H4SsfEhq6~Wl_M*2`$Rbd7aTXVVs9DPwIY371@P1FRD2Jm2EzldBSNSy&^Gpb4? zd;$GH;rGM7DuH!PKr1;_R0Yuv^uF4`m7*OahSMo@NLity;VA9kvJgB(x2|W|ak5r| z?F6l?!+E_-Fy=3Jvm)EG>IuJxgj4h&9J?n7yA z`Q@PNg`3_dW1l6s?2keZw*Lxj`rh*HpS}>s$c*Nc29A+wfo&y;x6y)^b~vYe8N9Q; zhhYq*`@z6xWOa#W*Dcx?7@v&PdG%2~B64 zl^;S<7A7C$G<2!evQn|mz}pS&7qUFoJnq8%CPkd7@jljkc4cxO&SO~PF+TRw)}*c8 z7#Y|u6YD4wQyD;d;uEwCwDl~gL@RangC{gcjoll#(GrnX_TUc9oD@=417TAz>CMic ziHK5}ggd2KkvqLE=-c^J|Bp|vN})cOWqd`bWOkJCl^qOsd`ElZdpI?|m-UYCRyDq3 z3XeU$iJ#dl)za;E>2)xNA5>{x-*Eun8#tWYb774#19(dHC$YN=*6 zlnGr#!~Eb4QRLd|S$6oi`1%iW7unRybs(emb%@*pb~HOSIE)+n-W z$~+RJ5Am@YM(jok`4#h{7m+f4VSe->LLVaZAyUJSK1Aq4ggz{7l!nZuZXcGqeORjc zu+;5CYp=&l>O32)7V9+oN=S7`=Z}QdpCEhHgEVs@Nm{`9!-c|B^FCMaSR15PHKZMs zwA6t;CTn;*ZwYwJ|vjUpB0S!in{L7em9ag@D#j1x7_{0$Po)@vggl@kv_Z zIkz~QlbfB~fLMhrOOlfLuQZ|1v`s)=o*?S-=4Ac}jid<9R1VF`yXOwkm?y-U@pa^o zalTedo;`1=S|_9+O5tOvDCe>XUt8q|g4Y#Jng+S4?n~ZO*!M_Eh1oR7ko-$qYq&U{ zvb@l2t4@+I%}6tUSmHM0)_)+vrmda#ogcb*;iSN;Gz&Vi0-|LP2JC9BHbfv7nm8zs zd%;PrT+sTEbvx45gKS$$jgIjLd()sJY&rrp|hrHR+8tB}4ekO8&AI&%O{3Trx z3^qjf$U#K?i5cE(Kv$+G3+0kR;t}PUYhU2}rb6o1>_=8J)gWsjac^3*JuF>qI@O&P z33cf+El!nb;rs(G@6Cr~{;%#9vXuF!i0m#NQG(n4T#Pu0*iOw!F{R=Vt;h)$4X&$&ZFycfYgv@ zRc}~JA1;voivbyZ10ebuw0g^H_A`PHsb-t=Bt-946B3gpDNkpwrnkJ?{+4w63#G>t zT%5h22Y@Osa@O;&v)s98?ZJ}>M@qYznw&RIlYt)Lt$rQS-h)da6!V<0hy) z`z|$T$^0#M`hDsk)nU)}xa1(EoX#)FdpUK?b_Yfw=qT*SdOn3;x)Q`zEp}%!2VfJe z0q1X6%Um=Sc+jp;6(0-RUVRz%d+56mwyk3zwg&2A);T2nGeQhU;Rn-nmw}OrOxJe;F`X46-`Ak$pV)FmhZ$0A%iQxh|1j z9nO|~x^I?GVjB#VyB#Sb*qrat3kedlCyIC)t!xY=^PiFVs^e>BZIaVzC5Ucg=ku@h z+Omb@1wKXUHHi3EuSLYm$p~@|apI0Th-*)L{|4bcxXW#7yz6#f@IPC+`mII*qk8cre??FN5iNv+)MRpyBULodURxO9 zAeOd>=r-aSNOj92cPI0|x&V1|Ko)41sh-Qk4@>t^N8|j%0%XCWPgonj5rOv=3A1THth2eM)VbSEtzB5&qql*(g($IW_<_Cm;5Z5;ck= z;m91wOfZz@7pd1p^V6*FiOOeKN-5UOVM^r_of=Yzh~~HcNO{a!UK}*nJHOuvo3}FP zG&RHjEjm@wyXd52Nbj!!RR(`eu~y7*?s<^Q1OuQMf^rXnMzZ{TYSX4LTBqy0e2<4sg7Gtd;E&5%W32G6WuPm%Q^`ng{aD0v6ReT00n#f zPF;HWFMBRbD9mtd`v^j>!Y0VH%-kHMkZ!fctnG$4I&H++Qny~#t<9a6O8A`m)B2A8 z84HgbfA>7V7~5A)bLgn%ZA_OCvE`#)sv1A0dL#m8!23`V`~8m;?s zzZm?%UkDk?`A*>dg7C#sk-or9H~7!D41&5AM6lZ6VPDadSHBi7-J<98aOu zrrKowujeb`@yc^xuCVpYJyeatawKZ{V2uTA${{w~vC&i|v)xL(u}Ra1wT}8cdrSH- z|qc2OC0^KubX>6j@Xk(_;#RpZGUnXyjziXHaEJwr6^D;(~xR0;*3rKq6 zMMMk0PX>7Lsmj%B@v-E@m6JiYVJ|_nJ|Rdn8)$D@Kp!(L6d!0_q$er^{;t7pH?}#a zP%}*#u5t2bfR|D4pd;#S-H}X2 zlAKr6hCjYkKbh*4>z7`;fo{(Iy&OMk#~f#*1X7cS5&lxf2yb_;C)8PXtID1Dycm># z(|(*LW1*Dus6E`Kj~Ua7DWyZY1`b_z*qxq>(8ffq`{V>!NHoYVzz@-b=SmcoiF>}H zun8fqq0GP>E4E!U1?;iWeJO|a)J$fsdcI0uQ4_iEDLM0pCi7R#Wp*UDN0wl7TQxcSM)@nIl zs&($mf{zM1*OPMJ^*V{GVsYK-ZBUIA)AtN#B0Go)=8x}L{qLT~swQ0jQ^X^E8 z?l@EBA!SS(^N_4p<3lQleMl^mByXZ<_5(t~&b)2dWvr+cNw!po3DuhH)}N(Ty|#sL zgSkJGZrBn%3hNkixgvcn5rOmv3h6s%QRDHdF{es#=oXXYn1~d|{36BG%t60*_HLCL zJg%15P~RJ(ls>e-SARhbM&>)^Z%COAHWrilAIwpE*e4OeR|kyHhb$b`DpV{E=3RBY zDJZMX&5)49JErZ`D#}TkKx+L}@6i1q^HSu?-QV=01!Y!_#ki&rM3h?nMjG(eA zPlr+OnRRP4^IXlmiI+Ep+QY8HfL*oE`3I#|RAAmv>j%hjmn3Lxlm(w^QttKyUE-XD zlZ>HO4c1mCmxWoj9Gc{yqg$Of|0I>9!xhq@nDb@9LJlI$o!8r?7DK)nK$>tRCe4vl zo?3Z+fmzvbt2ZmP0fc0FUzYI(SFOe1Ms?CYWI3g%#+mN5U#H;uzqkJh6sfpEM}J{g zZQ|@ukF!GvXNN-Fnpcd&L+0|2c-%-qroI$>O6?J(lXzdBeh~e(@A-kLQ=roWUr0Dv zthPt1#SF#Bt4(oStO}UKg<^$wZf+BdS3(?>g<>h5T*|LZ=0Ks<2^YJ+zmoeOR#s`9JSY@5iI_bd&ZG+C{~a92rQv4$pk? z1|U%12SZ2zW3#iDVpBuSQ^_};E&NCz(3Nl4_o*V%C8^4}u>*(vZk{CAO-|=aKf+Mv{UYN z(>Ol?f|iZ3)cFaxdr_txW-n!qI7XqVNY!cHr(z3Da8(+>{a*$+x`5A-TS ztqh}0RpIKji7q%VJtU(!WcIgv1K!=w47qu(qDkkMHJN`E6&8l@$f-|RO0 zKN&?i{X1R#kEQ5`KM?*Qh<9DwezG4#FqncaXUdNihkCR~StXZlSV>|Q@v$X5H8U99 z{!Nj1L2^ckobHce?ea@2&(=LlQnT1=WrfT@!8fKLPZ&r|vz}Zbv%q@nVJ?RCgKpWa`zks*!cgW`A|Y!(O0kNCXHQ2F#snW)%blKB{E9LIY-xy>j) z+^}E0i`Wx5z-oI#fvAHeyY!MBt}htjH_3cs7D`+BULuZAMkm>$XUakIrM>&Vc(K7F zFmDm093MV=g{q$O7I|#=NWI|rHemqr$1UOL>LjPEy!PTXVR`W#oSvg**npKX zICfr=O)$-jZs+zh_jVupDz1-0x=j2lzkw42GC^`mx=_s z@|^cuW%`_iEZ85=67TRzx)Goo;t_8T?yY0ETig@|H(u#61ziK2wS31%UNrBMUbHt0 zYYOsfYu?U(>7HDrR_Cp?(o{gJz1)AGqF<;#XM{@d1g21JR5Eis+_Rn%f0Vk^>5Wo_ zSo?}aZWS`~r?5}wj5=G6+2|K+dV~=HS9c+Kgu7IsjZ_Czt9ehj_;U}xy39>G%}cAF z&8RQroWI7l=yFOfk^w7Hm1H^lYS9`PQ%59&F;zL=o}ZmDwbFt!`umD8y>wl6#`MQq z$P*%u%b1>&zV%N32c(Am{~mR=;K|KOI69i#LmQhG(I zGz*9{>zN>>=ewnY8KpDXQxZkexq>``vwl>i5HDP+%K7Je!lh!Xod11<_d-UN(G78R ziU@Y~=z@yJ-rzn(_anzSfaJ|d1?1z?ap^&qm_>FAzzFg6J zYLuM}T4}V%hQ5Qu$d{ ziwnw}X><*y6>L6NHnA*Q?Ym)lzxHr0%i9gY?|bFLwbQXB>cVZ3`Qy3t8i@MXUl127 zU2#!Eam0lR$W?Y2dA9PdnvfD3)pS}uX<|+-AVgF%AFNW-^6P)QQ4rCvqCNU>BN)Uj z_*C`@IDTejdvq1Pq%w7vD`Z7i!w1Yo=;(`D!pk{+(_AEs^LwfSbuuVzrq0H3c-zC2 z{Q9>zj!r`3V=J5;9CePO5H4F-7SB`^KBRi*XAcNghFo%W_W5`|tvHS3QL||gl0;7| z5${-C>?7{vaB5T?c?V%H*=A&C9d(RN)sZ=;Ea}0Q-O|rxl+K(}zn0R6@0U3Rx)eaG z-%(S^alRv(08>eq&`tZ+0u^35H6S6|&X1mxlkZ$3mu@aDXdJ?bF7ui1{Sffti&+~udTyrb(1-^q4c1>6 zn_`5l|F5}S(B1)GUd6V7(`5^yJ7~~>y5yEOKae*&c;f=L0C>D_?)>H3P@m|WImvt< z_lC7k8n0*HdW8; zi*&RT_Tqpt)z;B@j7O1L#QFNn}x`hnTgDl`!HO+Lk z3>KP|03uF$mi}q78#Yt!!V=KU`ayO#NJFB4O0pHoO`$}iYWp0^2KsF=HOUra?BF4Hw zI(}S7EfaJ1>*oAY&Y1A)iFF0KxGJ^^xrj~WurzeVZ1@X(6c^CtEO=PamIe&VUn-Hx zCvK3@in2&Y8&=-wQap>gF<6Sv@QU|Y3SA+MM^)o_ zZ(NzZ^j1DX=A4x(on8vzr<}~c({1>_GKyyM#qUeew@v6l@Cq_8reaQpjHO_eGns?+xT#L&=S!omw$3@N)d)g$O0D}nJ#6*_I(p)^ zK*a44fuswn#PIp|PjY=Rb3sUNcfYt9kxy<~wn#$R^8V`qAt#J`j4A?HBxtVy7WupJ zIwgPCxtHg-Acl{Wzx!PITPT&ZM>}{@`yh4lY~}4LPsv}kY^&Wve6_6HSbcLG7#0v{ zj>91<;7-Naj3L)QDKt}AAjS~GT!1U=0+`T0#Tp_O-TQyZqG{A?!ud+Qc(_T{@Q*nF zU719VS`B&IY`w>`rWQm8JYDg9WlB&BqAvG#ALGG-XwEcn5h1Wgj``)hqUg8SUKGzOQ?{GcuI)yd-?AERh6t;He6~4P;yICNvpH2Wi2*UM zVeQjvvso+nGauV06aBcWpTGZ3YRg>x$Pwy9U%^9K(fbVh{C@M~^7WJA{>=RnFsPPL zS=K{E($_+yYXv2pui!zX)1pJF9f4!fE~=dYZz_hg+F5&_BDZ50=G=8pQTBC@JDSdxKLC2I zjB9yi*?d0}6BAtTD*CY}j-aEa*OYW(f~uvo$St-inM1^jBNHHzrIanSUvl-nEb1siQ28IMcTid)aCb0s|h9V!*OU zQ-|VoAKTRITP=g-a#xNu;4A?c>}|{!qVT6b5V2m5Sf9vN^ZgRm9YLcrqsvfkmM8~4 z*2w;)F1w0OQ+u07o0(-JiFeza|5kiFWnebUa}9Pm`1N5{!xRsiT&mZOzAsW9zt11E z#gQjwk4Bf9v%n~s^PSl%CRoESNUk%d&XCj5`m;Ev0edj}Hh`gw%-&|!P&33!94wWQ z`6Tq*X>?|W>}n1CUzYAuXDGZtz2&>-6L~SCtP8LG-N`n0J9l!a>cQQtCK|p2Zo1f= zoB^fZjxlZlR0|^5HWz%9M;{2@_cmyUH$HT&Xj=^rwMQRsl<~0hUUCgKzi5v>@gHu= zBt?wTr{QsPUNFo#?QPL*6q>{OCof8QDwXd(X7IQVc#DFU*ZH+HkBdFzBxVYWb5HTj zWN}xr!{S`ER7Q5l2NV0SIJOF1v-93-$a4{S8kh8%oxQiB@+_;OA6DLKDc;N9(#2Ow z@sAqa;-YJ%-@FaD&K}-SdhRhw-yo%*OqE90N;S+!-G{mjUz|}C=9aF0q!hiAqA<6H zhnT1jIp_UFv9=GKx0Wf^_GpnZPb}Ra6C!g?dDDp9PE9L`;0)5!PxftiPWxg@7M@Ep z_j6o-H^X&|BXX$Ej$(W%9)V4Y}jzdlxu{<=j6Mb^uhtBG28!L*+owN zQ81GV4N*NZtiR~yl_B>F@%4K91m#Mio7V>P+C6G#@E|*b^10xQtwB5_nUQ=w0X4++ zyFmf0HrU&=fUI^fX4GZN6}b&xuGb>9{r9By+NyQ)=6#&nFsVSdCvA7;&?7`|scWnq z{1}B;`&CjGo;sCM7e125sw=EEWdZTNqLr#OKy^;@YQ&8m%(y$0@;1FgDJI}*9Nc6J z@=TE?Su$bI#|0I;wPZT@dl^}LDv8n;)v<)IGS1>k`zf@iRAKKJ{3Yz-;|boPydz{6 z-**LERM^nYcjWkJR)id9%9+_;+z(*w<*J6w&iAN6#nL^hc7xcp=pEX+z&MG<+dR<;LMgXNJ$0D1&*;xX~-U3e27wTsVA^yD_w1lK}IUaPD_U<#Qn zc0mWqnO15n>F(q23t_c+{=RdCmy~xma8@NMGj75;+87$O+8grJVZj=Q?yi)+t7SY3 zq8**CP+ld8OE)xfanGYE5P3V*{W>y{LjBZ!eXzM6G|T9m#A*PVt`WxuIL>q-2sIHc z)-*VM)eX=uXS|s0+Gm8nO>5ls2;5NTuUSi z=k<@+a|*l8(BR#;PtIcxE+LZiNDZkQT(bjjvq+0avTB9#?HuHVj*Z3 zBbyw^)a`tHC|AC5e=!c8bU}iQCKVFxsw|1-u!zNZ#S^MaHs!u#1`bT9_s6j@PADK0 zkxQ9j0+xh_}&oWU_{=3H7qERlO=l0%9=JOp1#I zZZT#rUhye0=7~80tJ-J-5h_X|2+E2WFy#(k2Da0)3I5G|N}V@^i|5Q^|EIX)wwz|+5hZ}0F0@MmNe`QleOf7>Qs{fWm22XDwre4ZmDr5pz< z&?`mf*v!DQnR1?&EUqr4#1XowCkyw!9NVx=R;aL&=ztUOOK8uPc_8zTvvypr(2mKU zKPFa4L@mQu=6W2tM55@UH$FvnPz&XZDZ{!0JnjH3VS+Gp>tc^;2I*ra*3I+l=EOSP z8qcI`(XE>}NJ6T$aFs06O7=#v0Zxe|I&K@eZ! zy#A6RgZX_&`PGSP>}$|G5Koo$nnj?yIXNz3s)(%a+)<8no|r;!m#|4WvIG4P6_n~V z!U!4hGy%BrD-4qa3BfI3=5h;gF4^?v%uXtbU_5#ueoIIN9>^q!S=E7vwI`Na;86_6 zV#y@bt#8B-&4Y|F5lF@`BXu$(@#^79H)L=PRvVD5JHE5TI6Yj5Lk+1Tmh&$*K4Y#Fk?14<@uL=96$SdHkZGNLdxfgM~44BQoJ?c=?9 z!frWp-<=&9@tiR>MtWlj#=!j=PN3a}{%qIyyKiTN0#xsbug8$Z(1u%ea91xxWknIbeitqPTjgDTLb3AD&^7XVU*YVS(UdR?|6{1z=#t7La zmcS*y;!OnX+m%X=1fSX+Z2kz%f^9QC9M;Jl%X&T-p|0bU^Fnkavr940Wd8FMtFT&- zK*1*Q3}bx`>zX=_qqgQ1f^7O6Ma)MzZQ_u4D?~^3ezstE=4T7+*hnYH${52Yc^8dS z->w|Vnt7xlrTBK|#YXNXYWk9=;^DI{lbRHQUEDpTpxn^vG+7g3MA>FpLE~w zWCp9TpqyTq%K;p(E&gii{I%rf;M&3Xgg(?rBgy=CDJbu8D~JWV-V8o9eL&|tMiRX? z*gT6H0ll~4;M#)DDWp1OZ{+$!T*WHIHh<~fTvl!F8Uyb{*z;YmR{212YJDM8%lc4- z8$;D@OgbMLW!MMuVPAL7iK7krg>0ZEtIDh%(NpLukLmZK5^|1Np{N|`^b|ATDzaYr zmk*LDG8z7k1|yO1v@~}tk70B_kxio`2g3FKhVyl+s!lK8!2zOV*)jhN-Q?LCq??0? zS){ZX;y;~70n5pvaVRGYJMTeO`mh`=80}?Es#n5~QAL#07J;Lb4ML~fLuf>+P!2|T z?FfjG>v1c7WSm$tK$yFXmY`VcBh5lszKkaqnvoUYfVhoXZKn*}_01a>7vt2+mZKIl zI7;P3r|knFwaO|Z_Yd09N2q;K%OMcswZ-SBSV5f0yv_MF-iwAymn?GCT0}W| z{gb(%5iy3QLYNuttA3*TtNx_>o5>pm;C}<&-+fELt5)X-MHgOglmy=DKJZ?ihIeBM z-d*o2crgN`;l&b=f*18q%{m$M;e9~#{Tm=+^}7AyFYvt^*3;^HHwV@CZUm}g4kb;+ zO<}?)Wco2mkaHlJf0-OCnmFp?HwvG|k>9`RJ-JGq_s@EP_&XHj{d&oV?rFb~fLRKnhe7=)Or7Uh~t0VQ-618JKm8!T_R1&JLFW|HaS(-&v!N2m=tXq zr>%-U!-=!XZ(R;mW&a$duZ4P%o7=lWDTBs^sYHpxD|Z9%cJ5(tkpDw9yBbFF);=`d zp03l9`KLz2MgdK8vf(D@HC^K!#|VYZ4|P7ApQtM(r5kZu3*BH4eOC0#H_AWnZTPRASy zd^%UO4bCR@ua@EIwa>|!4_Ai)z_}JTV>Q#=f5>yg3^U`kKwnQ$CE|C>n72pee2*kw zWM9SC8u;)!TTWkRw^B2Q3Gm*DRQ8ZDr0FIh8|I8ce#PA5jWVN*UsyM%XZ>iGsdR3S;%iAFyC7v^+6_7b}dMPiA4rML+^;dEf=U*YB5D_=z`VPdE?LGbdLSN*SbRZ{b5hy2TC}YT&GJ<`)UM9Ma4U?yN;?lo zCvZEtD3;qM+YDjAdA+?sL;|D~qsk9VCSCz^^m`nNxlDIEQUs~TC; zA6K7cvi$uq5aYtDRx5Xx|^arcE|Z zmeA3E80D}Mo?w?Pz!Lq3TV7&Z?ATuCr9)Ca$`%COsIX$UMUt%*X6!aC(N>_>^8J`) zji5Yu&n#vjeoYT3@8vF}%=E{lSv{$2$A&elT`zGz$>5$R{^EGf+bx;?kUFu@+Q}D8 z3Y_1O#wO1bdh6#LE&B>-rOsodxo4xRqo)s#QIAMqih9M~ansO4DC!m4MVjuaWK>h* zT;*0%k4m^#B|Iq^%q0tZGilC+(kCmnz|#HA8-q=o0gN?$uu0~TEbfQOKLZm-u=$T9 z>D~$;c(1tak4k#q-?b-ePUW|9eC_@MpRaM8xFlWcmv4f)sG7^ij@c9x0J`qvt2s4v zM{{P=9Y$lp{$Qx8Y%|&uxcD4{ zl(d_c*OjAU^u8>W$g=YjB5vu;-{KLDa94uct3)RT%j?M*BCTTB7wO7|%&z=pjOxl3 z=LxArx7vfne<*5^9xUCkn@fhMO2@v5ghGG$-Bgh^Ij-g=yv(&fy643V9-VW<2`ZP- zfM|cvK)dLueJy%NmOt;P@WI_k;S!Cqha$@@X(tMWr((G;~ zGuV1?Ual3EIOOK@`|QD{{n)RiA?JU{lhw_nnNB(@R1JCONDaN)u<063ks5CCYUtx( zf10#^gDxmcHTrL78D}%1KHOI z{VX>KB6R8J9x6E={hSv{(@&Z6LPd7^8NpVb^B><<^ixujoqkTEA?H@|WTl@dbnjHD z8uB{N%}xP(V4Ti*UJZTd=QZ{;oD<#BzdlCkA4%!=YuxrF#5+xw2XUQo{=^&2%A1o> zI+K2;OX=0*VJH7?h=DD_GN*Xw)nc2XZx!2j5W2NPjUYq1t1&(5I zzpL2cotpzk+QF`Ri}R)P5wS|a9R}Z#tqlGd#0nlp_PTdP-w=u4J?g!fb*6l*i3O8h zvN@aEbg*d^fW@qT#;l#AUgJb_bz(s(o*p~wB&%XfU{Z;HjHtme#15;&@sq97hw0YN z6-3yl4CtKhFhmPJv02OQu*UmM|NVrTBMt+TEMpj}ip{R-NoaZN+>P{#u*>9noV8)U z*}BI;2c3KYX9vB~YF}b?8oZ|-z8x!B4-np$X80^6UnJzqlj~v@l2Yb67LtMJlq*~; zTn3_2=Z&)!adVhyu6ffuB3}br&vAe}!M?sg_>yi<=up}_H~SR9akE-(Fnnygibo`3Sa=#crK0KCsQ^-CBX#AhTOA}(7qwLU zxpft?_Wni&+BvsYbRnjJdfHMV+8R%?)O6OmPn2^`I!{pN#^yuySk)k2YaYnB3ugIN zYLkZbvuw=NWPD!&L%4ifqDO7qedy6Hgu%Iuwzki?2KRw1#H%?GMY0^vYhMafR~5KD z2lP_-ARz^!8n|fMEN&a?ZWDXLwhD{g6^0(QVXHH=#~XUhxe`!B4O%Gs@B*r639?1A zL7gt2GT(EA2ou8dUuiKlH?4dGd*?+2gp|gd~yFb5*#lNz;s$S>QSfs7)#HvZ&zz z359HsN_>AWvhNizU5H;x-7a*tbDLphhHP$DGFFbHcdak(eu^+mwn*7lS;I_}$Q^7h z1-;`^FXJM?RWdG1JtU70jY{fc!l7VdnNrWrzH_vQ*IBDLEyokCrISQ)j;B zy#HY%kdzMMthTd6-%Xs=KCTXP_#BG!s=GbflhVtAOQIw#3Za(05=g~at#WR>L`l`7 z;;c5ZN#KmVMoHCIzLH(4zBr0J1?0&pRom&FbLeU%*}g9|WYNkJQo}Ct9OeAmEbTw< zmY#Zy(ore>aH@2sRJ}{uUhJ0sQby@asX9PPUqc?G>a0~P;8!_=pA?xI^EvB9*fIwc z?JqqP9v}40izBfx=&6}d`_=Tck5;h>#7`!O0h#O8n;ZUK-WijcXSF>KX18ynUG8N?p~s zxK#7lG}|b=V~z;lQC(28#GO=h#%0vf{Gd8_hE!Y8;?ZHZSMjeRdx0M2a-Ul!4oRc zs3_6K8XK)quz~^2$c)VBj7AF@6m9yZrD>~uDI|aj7##wc9tN@XLR&BN;#=BUr7DP3 zGyx<*1mZn-snk|`Ft(;%Al{hY=ezgJWD7p9MFD!C*Q6p*ekPA>02%kHfwtJsk%GrGi1#W4#1tb|*y28FA z95@fUzs+k~OsNo$$SgROT~Wop}<_N~kVF8go#u9oZG zGUeMQb|iOU!!a3}tQ$X4+|nay*Dx-9+{f!FO(53eU0?~sEutv#6Q`C7E3POpXTT(h z7>0UN(`?Rkb@U!g`8jFq;EmG*v1^(mv1^tEny*>Ta|PeBse^ATIljrSC4GEb%lCHZ z#Gi8Ht|W&{(eN|J8A{>r?~!>Y>I3h~7nybb$58{X^Ix7so_|l-52Yvso4pRc2Ho86 z@27^Ts^RWr4So3UOV$2QZRxW8ls-bGf0QbnNhvN6otbP)|LdsU-e*#ZSH4c3a`Lc< zfVc(6PCzDBV+DZoem0Gdx;snPsBHH(vWPLuKt_3x#3}nsEATA$Mjew}5aphq?LF*v z`rKE;*mnlquZP?xf@NC=D(fs%j4KpvEL#|l%|3|;{l~+S<{Y1t?AD)puA7s0zU$A+ z3zxNoB<_s|bHoT^hE6=QsV(n1)$Q!O1g#A!kXg&jH^S}^PVU1Gv`nmtDMnA|25xx+ zbt70yET8qx^;g4hxHlx%ue0!a`j%e97n(JEr@C9lC9I$~%!mp36?O@=whLBwGs|%C z3Ub)heQ|1a8$qd-p}dg`6)wXaQB)dWCB5T!hR03e_|2(0 zUV^>fCtao1^WoDgNB8nh(D~XsSLMCqRG)ebWab@b>YP&koH~pjPU&7ajdCw^oGRjA zwaq(&SHDx5JA}`HrrisU8NInJ$JLbioKh4Kmu(^}QBM0i&a`fG8~wI@+$J({5b>#1$~nHwQJmY$mCxLr{uO={EDx!8|zylk%M7 z1C36>`9;q05&bUZ_X>WG<@YLn2l?H??`nQ`u)rqO(L!J+DwIaczsN0f?%zcxdnalC zKD~aoNy1_g%nj`HTo#ez*9I2J+Y~6sa&M@iiyW4!Sh7LphU2E%ET>Jw$pnhD*Od~! z#v`L;>)ma11};YoStQTPhgRT|cjEDenQm+gG&j;9?s=nW2nCNkeUDWakV{J)9}BEt zpOr)1N?heu`J0Ipg3BDAJ4?;y_O?I=DVlDH{c(~pic zU`!m+2aM^GZ-14NXHl{jjPI>Xg7J@-AF*A;B|Y;VJpwq!<3`qSpM7ss`q}0^Qs+&u zFIC=6ys#!B-O?h3QU7G^KYrx?lt^{OQX-x4P};%18;H_A#OP*Iy{O5S!%agnkXH=H z7P=!#r8-46nyh#M2dW3-Q_-fQul2@nAILHRv-5Uu3&DxF$(0LTF?qeFzy^hWwc&or zBWkqJXDAT#{+D?w;9Z7x>MLrje*{SoeBmg@m?)gDhm=%RY8tVPb|bcAHuhO?-`4~o zaI?Dka}CZpr4u{&b8bs&t40u(X30PMKI=;H&n6H`#QgwKrWNxLk9ENNtoz;6q;nVa z2kV#5xX-#6cLeUU4pv-l@3Ve8d7m|Ah<_68f?o-{vthT|LuK2zdwQR3O=%S$I*Y{o zN6P*a+Vk&z;p}?@BqL{)F-?!N_!Xdr;mqj~!k;2r-1DjTSx4OWx(*D-#}q^=-itVA zy(fBFYHkJG<~97E^x8f41c?f?I2g}49S1^PUA+GR-`D7qS7?Xaz3BSQ$zi+qCjujw zdju8Y?014)v`trNr{f25VHp88ujL+D?#~Wq@4;KP{>LE;mH+^C1!=!36EdhgH1 z<^rhpzd!pV{9Sv(G49WPHFbaXBW8+qf3}$u?jNfc-E_B@sqLNkiOpE(r|-|UXtBjx zN2gf=1b&RwlB;tIYQKM+OPYVKc($GcX$_KW&ppdn8khhU1J+% z4(U^@m@dWfHnLjacom{S9B%=f?piqAl}5kuVc6Y;rFEjJQgVh|6K50FX}fp8pU5rq z4~c*Nb)!L2=&e4zeYZYUv#Pgye>d+hIBVi9tY9=?#lQ$7cw27DN8;HEa!TN@AZrET z5?YVI^$}PLjyq6b(#lE02#K^x(#lO*6={{?4iM{z7psE(=}z%tHQrl0=ukZ88!^l7 z)xu`V@}}JzJ;Ll0`mxFza&Y=bvv-*JqCEGGWP6J>b<$yz?N0rM3dAGL-p_c)HA*d` zU*a*fz9bLs0aF>nJ#>rB{VGbgU@aFs>~@yQ1_a_D)Tff0ZKWdzM+nJX_GY;3op4z< zvmM-n3SMzyaL(M*nQlDCS~tW3jWB={E~eU~J+V`|iMB8Em*f#)dw5Qn`8!$+vVi`h z+cg1M!EEH@akWV4oIK}Z@x_?>B2nWdXG7aiKGCT_V_VKpvCr&qu*#S{MgKjh;kK~* zC(Rkmsz)~WW--pP!YG)>uTEIQ^D%}Hx3ej*a*zcGkQlK$lnftO$L8#F<7sA=U>weH z%uJOP_LVLeZZ^`ck(U~3iV0XV6S)dLwgzyo@ce*JBf9MmB6uyNH>(TryEz&}=auAO z8n4fBK4TKE*9(moWe4u2XqdKoKO-y>dvhBFWiulanmIU}-+eKx-DhAcG&s-~#%(n)W@fd&k^j=mX{Vp$|6xa1A=3WPq05 z_`}cylxHuFPQ>P}4aTcFylZY1T)Aim=7|3V>x4?kh>C??mBx)(+T=`noHf+W8bU5IT-d;MA;EFqv;k=ku%R9&=5?94CVbrDUDE)* zVi>b2PvA~9*lweOEBgD)+vNTN!-r1E+!Oj*&*uR2$Aw8iZ@ZKXQ7xnx;w*H7pSxGo9!dg?QMg(X1#QKHyzPca38~me>DB4FT*LlUv@p?-qr?n%0BXM~CM(7Lb zZYafbTE6$sfw(|K`*)()3#k)^isyNeVRi-QdD-+R(DbhbSTpym6%K+N@BR_u^b?~9 zYAV%2iQmx87w?5bM38z<*Yyyj(%c(Qg{qn}wqVptmSF8N$Wk}3$^#}k|3D;Et@k@d zN;rr1!*rx>NSz32`$yj}gi(j=ubTY1`8H(*v9n?gD+v&`s^j05ZPS}U z@}$7gUN|VroVHI(`u#^U?{zuVJl2`p6y9 zLYO}vLY^G*7@X=Gu;Vgf1%gtGRCECO&1@CjJRaPk?^p3d!#5qOUoOmwn|-*{PlkTr zbWQxg{y=2rI~bn#2KzKltI1!T{PM?Yat5rT&mC#L*sUJr?KvMO9NkatK97~`4DWtu zh~fBUj6A~|A(p^x0&H1PE*5GiOX2KCzY<5%llu9{!-n9(mEbLbzOGigXRje^HioQ8 z4)HS$S*Nl*jf~)gl~%);=WY9vA%`Yds(17OhK=bF01EBU zwlLueCy`rxQMWgNH(9o>Vq93ZYV*oC`5|SH{b~CCwnL#%!O5|t&1ci&yvI>d4^F_%h+>gQz!8;`zKB~eMGwr!&F`ZCM zXo#1XAB~jhknNpFGUUTi=T0U}V!`L}P#Pnqd&6%D(-j*f&bFMRT-4svg!GI97Vi>_ zRAnp=1S6}#dT{EuW|kxFTamJV%VsY*t zuc(nw+1_y3Ke17u|N8a=zAclFwvaX23iNhmXF!kZ);8B4P;;K z(3$=BBO(5H*3w5o=PcquN+2w?@iy-WLOCWSdu*8btmzG5@Ptd&MnCQ4tq}&vobeD4 zN(8$b(HPPlWP6+{RRLo(ereyj{L)>Ixe)h?zs^1(SoT+@^%YGk88Q2!>X(|-- zIHS-8d`javPxVjrqRR}Z417NQetL6!coBNbY;j3MQ&9>rC%9MbWmvgQYbX0}zq40#egIRw#CZ-h%rDT1^ z07*VWn;M{ z8wUg9`LGf6L7Sy`2eYfw;jzmU*X*#QsCeg9;7)Wykq9`k^|yE7%*ui48Pz%Ya^cnG z;0q}lE^DpED#9eaXRRGWY|jDiFQ+c+kAySOXxMxc>`VJegs2^cc;NgMeJ$!f5XkbZmcz_lhQuUaci zt=G&z-ZYnL8&$1)Znf(3Auz(4;&XKIzGP+pzD-@c286h#hW~X&PfAS_sHv)7O+^C? zcFq;*(n?!PB{e{suBieWioArR`=6q49H_RVRNEz{wzN!5GguCd#P^GPiL=3-^uM(I z3^TO?pbG})0@GD`H(==1Zw}Pl32LtEm-ZTnsHq_qU8%ycsHp=MoQ5ymbui#c6uv$< zvvGRS>wlKQm&Rl-gfGj|z4#1#d6JCk$+zi=X4G`x;b!|VwZz>zetCC)qPcd1`od7v zNVVQS&y0VMjB4cLUzkQr9kGY2R6O>usl|26Gb*l3SDc37z<7C3vf|&^icKA{hb7FS zVpEIj7G+di`gtps)L%V5$5w3Wh&^0vD>k*n-EQ)DH-Ai9akoS7n?K^+b=UGP5QPAd z&U*boG$1Mm)z~XPH{dblV-L5eXzXEAL)=}#FRyeFXdQR8sJ)S4X< zgDD0-WHX5El!87Pjgz_K{R8=cEEMR1?#W^IYDm@BBJg>x4<`P7a1}leHhzpgp+xMYnqk5GAGZ7}jRF-IYffb>$X<=6SFFkuyO& z=culU3ZVx-NW`WSVE)XZ3g*vylnfXElo1e?fnoG6&7il^78})-PgUM8OrD%O?8asy zeXzU9(9*C-EI=JAU^}h^^y#&)m)`Yf7!Gd?j%rLfl2Q8<4GdqCB(2&du zddstZWs?72Q4xbTcj0j?kPb{myr)s|Rqk$6*VdXz-{Q@pgd|>R+=0AB_i_sF{ny*S z;%2X7}Q*EEk@Uz+B~;Ey}zlz2Z;!0Z_N??f;XyV3l$ z-20w+xjobH#=_JzB=MVASz-c2iYgPeLDePU~SOk5i-jo_u=6rLXXTNyW zJCgofh&_|Rxo$Ie7)IoiWcAWdc;8%!203Q#GeZ234l*D6hgRk*r^VcRo==J5Z}q-*phTry)6?$~ ziw~*Z`{X!r0K;zi&(N$rzS68>D~eAWS}md#ZwGmdiPq_c^}r0yXXA)-pX?stL+-^Y z-YYIm7oVi!zo57z@V6qcyVVOvjRgK}FZ(1(QK4Z!fgLtN@VGWS?}r~sdIfdi@VeDI z@@fQnv4%X3@wrDMt3Y5zFo;?c#vC2&_fU3ROT9zA`gc@IXDGhTth-RX;7Tbbo7-N^9J$dmZJ-t%1LDZ7OwoxbS0JiccUeu=0Q zUIWZ;(9J{o6LfQa?i-hLh_moczN1OhRgxy}yyw*E`QNKtxZ7z8@i7=b_4Nc3V)2T( zBxTqZEVVG$6ke6sl<(V=2dBpZU{$~b?B)qp4ZFz{kL-(80by13v%RK&w|Y2>#zCo1%P)>?C`gI-%C#xjPZtck59>ut zYxSPHW++JGcA^F)NIt@HqYL#rm$yqX#%WMu&r^Slo-Q5$91oQA(1}3&f7!ce1gpOu zjLpRNVa~c%`@Ec@%Y$XK8F2rp8iVgRm-mS6LZrLULK8;b)%qUKMa$FaRG7NxVoNBN z^HC%|;v*BDL7q^t@f_k3InEMUg@lPw8UJQM$nEkymPbpGvX4S-8@t)yB4vMP^2)>U zZ+#rx^Gc|-Yj7yBfk2eElM82tQ495Cp3d$du=xnh6MFZvWERtchOauOM_S(;)@DBG zXM5+w@&~6f^$eV8$T_j_V5GVEUrT1BK>x~edd`XE3_3TSe<+o5XVj*eRHb=bB2~P< z0wLrIPSg1eOH%1_*G_R5n}JFTr;6?KD=@yp3@!vS*Q%)6+(~8X#?@rYzV+t!oEyt; z4<%qkx6ebte(j)u`+mfI)nD;1Cw?`MjXq+g5I9>Ncu2&}&jD1!Lzn<%W2_L4gW-=y zvY+*pJs$OPTD`%E7T5E~#~9W!ko|rnK5{W2MZcLp-1MY>FGw^1H<0(7i#N$S$UlfV zU@`{EtVCrVoX$(izE0*8SY%XP4(t8*JlCo^%mj-RDTZJOtK8XD^8XRXCZ3) z7tlW$=qCa1uXum{R15A)(TKewOp3T8xE~_F)qUK@p`aE{e~`S*2kxI#$X_;tNsc5( z^F>3u1~qI-EHRJ|MK=}^Qc2;jIb5?;pe+gCV`|H3di-M%qG`Iw8ZAYbH7JsVtg=|7 z0256uzku6@-e&0^?1G)pjTNMG@xL%aXo$E6S$V$SeJ*B+rV(#^PwfNo2vv z=eQ$=8Wqk{92-*WMZ*zVW0TVYxT@Ptmv?Ecx%s7t*Quw7QC>dsWT$k4Q~HbuMTb-RuB^$x zvFe;tglRda@RgoBAL9WUvj}2^|gB5*&FX6lw(i zUeCwj6#tz!FgBNb20`Zi}bz3rHFF;S*{*X?A+8|NS3OSJoj=*?Qv1u(4Lpj5CzM+ zLW%Y0&2AJv0Y6NUHUOxpIfI?9%6TI7>j~U_$UN^E696sx7S*iBo+=aj%|d08Qft+p+#~%JZQQ5B za_-9IbzVMf*bP`kc!S4b(&&`3r}LMv8&2sXC5=pl)ZNQ8CD5Xk=J{J28Nhv{L|jUc z^cItjdAJtxm(O+c_YzN$sGp$(5u5kU`!{-_MB$fA7|<-CatBbc;22{BbjM$8ChcMy=_#sXp1b**(gyn}bk zVsi^tE&6HBms`C%X6W_&yi{tLBZ498ldZNk0+q-q@d@ckk2Zsa;gFzy0AYj~L=flB z7`ASG?1{%R!}6e0!)<}2%)J_)Dr-+H#!B2(u$e#0I6)+MF0T`Y*Fq|Bqx%mg-?}-i zGUMtWsotp&D$?#9@*mBQSp8;mz1wBW{NsL9<22nw2Ho=}Zk_vxuwqj!<-yup#O8(V z-D9%SM170bhKYx>4ArN*$gqJB(HTuG3ogSm=r3vtJ)h5g+HLh$JT?FH5ZY(?k04FD zcab0+$`&J2kh4jKi?efmi9ub16N891ENxd}y{)sNW8RZKF5n}{ZRb|+1^3XLsk~zS zf}{NLAiK;HXSq3x$K~7_a?WeV0v~c6(mwS@&|MUyo#|&eKgwxzE+wL1JF6HqeF(lJ zFEoyma=k-}F^der_2qRPq`~q1Nv}36{u^z<7=qX}2FqSBLVIRAdCp2+yW8jTlQ}RP z+r3wsI2+&vi!5x(I+*DYEOZMCS(tc4F@fAH*mHe@eE+ zf(ctbO7j1|pmBXY^3S|DYi{oZ3gA-;HJdsNR3gj0-y8SARC>5%jInpty=*7Ft~qrh z%ad~5z{>rfqX)kA`OF+h!^gM?n`lGV29^WAl@?Q*xVY;*2IjUSFe1*@SV9NM8m7wL zKJN#=%BL?2aAsmXv^w#a=FDAcWYQQ!RG$+czbhP{TNKI0i>L(NY-3(Ho3(sLxiXgR z;7H(C2@WT{D~P)sBF%tlOe?$hX>0&vDzIqBtn{SrnTPqDi`RRtx6s*Am;i9U8V2F= zr@9KfyGi6HLHFQVF7HtOr)F37E4g@}k~902giCpG&Jb|=nXcLW%1;`o{3-p)o0iAg z4v(b6?@)<1Y~PZHDgAv!WEtJ=%Awt-pdrIYlsKiZVbd@%7-}Lcn%z32c%N-WIw}jA zzQiUwQ~ru>XUY8_onMA1Tx-i5C0fh`i6b_XX1HC=qNolt>nD2>>FmXN7K_8~UBbg) zEhiLz$*Gnqmj2D4IeVfkxT>YGT@C+{am%iv@IWh#LCQ9-{l!EAf{o#>-@QYGl#@;X zCMo(+&b<0?{QLr6eB#IE_~LgvQsT)LW?RsreIJg z9vrNcHtAJOCeDFX*-F|@(o^snIgxm%*f7O^3{<>3-xrRLc#ffE1rZ_QZ#>8f9{u|)EB$T^#kP1FYY-I^l5P~T-=l={9d`&Ut4^pOFmudbj%mOR4r zLG}+xDx6%UeW{wC zOP|RitJ2^F?@|@cn$=ax5})uIwuhldm=PPS*_;n$)c%mP7+(DX3DPaRT+-e78^Tx6ZjdOLwU+-e&?C| zDy2vb|G9c(EO4XPEG$TPF?%2xX!9CueP_)L$L?<=8BJX?4}KXIHg^AV`)h@L7=AW( z|0?@S6_K;WKE$N5&rURg@2GYozKJ;S*r{)^hr8{s9{bRNxGk#nZbx*#wgNI2+efK= zl-tKx`w$05mY{u9*+(^xwrCB1nPYS>57*gr%>$X|+DD^(G~35A9)5<$gHHe7m&7<^ zlX->xywW~a@#xBxV`5!$!|PyI-)XGU%avToYoL*|WqN_X!6XHPbr=nv%5`*h$%2jTfHsRgj@P1=U$7Gwe3)h6&R~EBOc}bRS6bnMAr#9a~g&a z2zX`JDeRgngB2gte?3(DyiS3=@^0~`hT353wtoJXQ2OKqD|R$^rj{fO%8l($LnTJY z+mKA?Y#`6+8zUn745T{j27pdrIn9g}ZHcyKV_`TrToD)xk=_RP;Vcvq_}ty*bh0C( z{o0`b& z4Ekb2*-8m`J-@r_NYT+MtoJD7d1Z!@1`w78)@t&M+goB&u;N{(2^9(z0)8aT?MaFN zY?jNRsFIc{t!GpEZov${qJghwKWeD3rQN&wYN$rVN4koxVI?7qjXK$AoR`I=PR>6A zmBLD0A{tpa`e~4d4y;g^Wu`XT!en?%?+4h)t~W^NYI(Zd#$Kv+l%UqY9U`bMQ=Ss^ zwUc{PcGiD63GyilRum0%7IAx&p@JRWSwK%kPyen4%@HwY2PcQ-;J7Kv>W3Nk2SjLr z<~**^lB-9y;08!_ZEeNwhQ%p@sgAPm2|TM(n7HrNiv#a_LxyM^+r3M#BC4HPYl#hZ z&57NZYo>;cX|B3iD-BNV7Vb=Nu6H@zGv8~$YkjKb6Ff8et490;MdNF{lBpoKbNuRJ zD1vkRx^f=uE=`s88LzU>n``XTYys>d!*6dSK`2m%E|_gY#f?v*(WtTkk5%Lrh<569 zzOU!A+hjHp=iX%nrZCY89^8S|zwaRr+JS}Yo+wj?oxGw+1(1#U}}ADE56HZ!P;!Sf-;6f z31x5fvfON`!{S6EPxpbN;JyQ_#mjE}%>PTTk3UsIsx%!bxS8XwbkJ4UuW5My)cAvL z+*1!w30{Qfgy@Mq&7_x8MqKfMPcyFoK=12w&^vQ)!|kdK3OC)kwn-b6xyr(|w~f=r z6x!JNU$g-WmgPM$TZhlvwJGw@rpUw8=Em3R7Y$rU17;6Jt|wcSG}5P4n*$Hxt7_o; zwgJ_Z972n#Mc1WAviqy_{sn8_&Rlp0+S*NBvD;Uwn%M28wm9CbQwhrqp{Y?b7z+hv ze9=SYOtta527&0Z8vetSTs9+uvCV`?*&A|MK!kr6jY9f1^u2M3S~?Bg6g%w-9Hq(yQxD5`G}Scwf)bugPNM)c&**sd|yGdBq%O&WPe zZ}tvRR(%CpU6?70O`*3iLm1YmN<+HF!>b^PtTKgx@5^TK08E{h-G*j1>Xp&)d6*;o zg)F+c9u3lJ&4!(Cm1P355EIuIv<=ZKPK8W#L$hwu;Hv=}*!k1b1hx4r18RjlyYb{c za-G>nvb84M2wK7%RE+k_dH{`$L+T%!#&ZGf~1FvS(|I< zt8oF=LOl%e18nhf!^%!Ug35epgn@;|fo8P2H?|A7;@i|YdkmbUnR*QC^OWrH zn4%41`DYBKw|Lon3T402<&gIdsmjUzHo`M8({f8J@=heE)aaK8kRS+&_js~KoiX@O zH*RE}vsBbJ!@pJYua%OVf4%N+{!i_l|4=QA|9?CG-{_rx#Wvi;^l$Y_GWuCTKbO?1 zCvId#u4$aufy92 z46K`MDQTm(_nYQTv-U2pt~qiiHrb=MFDWtSbR-#Jno#;=g^z8>dsr?>`Z0rhW!46u zl#s0;axNARiIQ`*J4^0XCLQWkzr@y(H%Mgd@#mUOWYiPe`E%}CiL6&jWWAg}watCx z)|Xzk!OOmku6mzL)89S(O-eXqzvh&7LJARBVsldcA~LAXnO}7-KC%_l4|G|cbG@Dt zSLSYeT>`($+i{P_l20nl4PN(kO2Zz+e5*$A+4~*)I5@0Wbx}ALEJm$j#3&i66?^H0 z^eFiIDl|*T-2oe0xg1j#2|aQzqf)d*qy?MlBTu7WaW0lDg@a7MeU_K+NauAtqzNJQ zzrwX|@`D|PzgUsr(g;;94Mji6nfF6zN+=%rSh{E(08zprRg=qAmVaDL&w`;y;;LJ^ za`osT<>US-#r+d%a{8uFGlq#s+wP4J9iWu<5Y(|>Jsv7s?;m$`|I7;F=M8Fj-6>V9 zzkjJC0`vDi5yZEv8z?-hhh5BXW|i0Ixi-f1H5~g2>@|?zi`>=w z4m_UBWQ5`rdtbBj-uq0GG#UE#l(O{EAeArDP7dZwJfnE)hLO+pl;C z%Y4!CXJjpqK>0sLy!#HN$COcH1r1M~Z<-%pBI)BNG(B^Kb8)NpS7dJLR*Ux{Z(Sq2 zt?7i#_HCNb3-X6$!9z#{|m+DQ7lXEMfTCNizD+M>Cq%_+Ewp8jV_6u6I zbcQ8MU4?$^G0iwpPe@~`vFrRuRbW)<-+;q&4B``>TQ&GU3)EoP=%D+_I{~NQ3@#cE zxvwsxjxnRiNMOdPrZa6C+v78foQrc;y@x7g5F^lnDQzcLN0;MuBQdiAeG=sCkIp<< zoJnF%SXBiF+VM?&2BA2b;Hm3ryZSZ#QIN`Ns#Aj~wWt0^zdHcMUO~WV`XO{o1FV(a z1)!Dj1k%pr^(@r(*~4iRV+ZrYS-i`@qyRT%l39BeSiDQ>Jas*Q*u!9_z6TUOP|6lw zb}Ho~S{-gNh8}8Yt)>LY)4C<3XVO4>Voe3p|U;94gSc+ zKeK{XLBpwIM$=05yPBW(>Br1M)D;`OZ_iI5-(|dkd{ya$uzj1xLYWG54Z>+;)vW*q zsnFYl8dj*;-x}-z*z}ygijLL`$&D1wz2^f>##Crs^?J3>OF`~+B+eDk zk)8Y+ZmV;mgP6&#;Y!g^haaW4a7nSsZ=Ca0&FyK_fGr`fh4s89k=z&k_&d&$(TJP7 zzKpW}e|o^e!o%1FNH^;LW~F44g2f3Vf%Ivk(Bba0^_xsV?K1xSu#u9G%Rc+YWvKTL z-kvEA7d;>NKEjpFh`&*ik7ax9Cl61%HL{V_cppwQd*(M06L45tViXH5a^jc?;DEU; zY--bTIveA}#l3q;bJj#xkks6i z#oD+}(I9HP(-5BEl^Evurg%*5cA|hG3~43@7ugy*6DMpyW1DG|0&iTc0zI6iI3QUW zZS|;NE27wVT%{;%Qt`4-w24C>XRnSmRHfO%YfbdNNyAnDluGWKh6zRrVthd`(wXH1 z<2XxHtmjnH!6Bv+j<+iM&r!1-cl%nZ&w6HOqWx(99UlkWf19J(YTMOylIFNK9qoYzy82i2R;^VL8JXw5xe0-1SX3Bmm zRQn2jyEGCX(-L&g^sWTf2vs^&u2jb+g0(*hZ*BTxU>R4R5*G(E(+MDD;O+oM_;^VHy+4c@Ecyy2YZ?AVSirVt5MH1CjJ!{ka_R*?A`ZrpVt_+qc=$r)HGSG(|pErRS1|lYDL|KLjl^qOVLg zN`2Z-@Kv0B>oyS6ZSlL?L(wy{W={*dFUZ~lC0nRAp93Lx-o2R{{oAM{hBf8f(l8uq zSis3np=ug(PHE{HylT+G7B}aX`dsIa?OoZ<{q3=wTet%e{iN(qbIcuxLudY82QgUL zu`uEqDo!gqhgP7S3-IO{CA$k&;vy!1+!4tZODFa*jjwP^nB1EJX}5fww~AnpQD{ z`jJU#_@pxteMilwqOL;{g^A5Z{DfhxrKZPyO-Cpi3TL;GW+Z;@1;i!0prAfqcZ4Dt zR}7(C?-iUe%y3ZF8*#P9r=jg%Kpd$>fKD9wQ`qkO?w<_MT?5-*!0PVgYa|_DC|CxE z+|AysV?<)Z5-*S}ElmdW2s`3&*-{5W$P0t5uiaD2j~ZL%?%FLKzZlJVRVF}6#R!-!3Z+LU%|j2b%FbUHT$c2Wo# zdOY|2ttNMWddSxTY>XcIb+3)lN^kTFh9d6cp7As4_lCS@DB_*#2BwHN(2n=oyGe?e zrfIGTHk2sr*q}w6`)!pT!0YD%mHsWImuakqm|b*!l9&zqNXhYQXSin7C)%BR7ke6b zZHJ;)>}Ay@cjUf1u@%uPI^w0Ln@!xtO}b~ZR%!QREIOWdY4Q2SJ!0G+7F_W#GCuk_ z1sWM>PVIkgIQwH?cKE1|V`igAd$hd%@Yn(Nm_B7$*H;sTzuIKPcE8Xg#YL#)UzKR; zZFP$1w;{(@VcVMbdxTfbhMO?5o$X#B9b-Sj>LhHDg>Y^nbK29ZjqH(&c`=lLIVkcy zq>hHm@N9^z2*d-(TM_H|h)>RQOmdGWT8*Nu9AJb+fp`s)-Mh3DL$&Zcq9B1{p6%Xk z?FJ&?R3jTjA8PmQnFexDxi%t@O9)gJK@>X=qFXzDoWb;ak{?*I+>Sdk&u@vS-*vc` z4eRre@w>>SU3neUMdEWl31hv-&QXwD6zA5Chz>yNj_|n~lT+=>ZZ+2NXLSc-*d`}h z&#j#t&H0>VdNRu74N&IrecK_tQM#G@0g4RNHAIG{jLdfAmJvbNyyR#IATaP-;)f)% zF#%<8i^i}_(LZMzL^v))+BkOR*avJhc07i(4D}zALTer2S~c; ze!`As&NE_h4nW$e#lEnm{wvf9b}4ol9x9bHEy3YWKXR7`&IenU>K z*IH~cppr*C=^#JO>Oq`LtcB|@lKhw;EXF3GIzpQCXWPNaa( z{mAfxA8|R)xI8ZBG51XxHd6d!$bDBm7Xv*c73(oZx@msXg((;Y#oYwmkz?ym^%}9M z0Ys0(?j0rO#(v5l%bh;{lXG<6I#QG&5>Vtk%irNS&vu>ao%^{9`Je4kDIQ4<4l1xI zFXV>R`+R!;0XMBHqO5a0hj35|i(L=phG zALFhQ5+$)yOG4^KC1D6E4)99D0fyYC4gXgpl+EP-_CFz?n+?1{jbWei;>GCxH=yMh zlUgL5&XQJGGsax)z5{NRyY0jWS`sI%cTM=B3#t*pY5&4-?xBt1rZTy)JO7d9#*E1d z9G6WIH+Ci5*p*3c>`HNC-!tX+xxtTI;>OB;p2>~fwY8TU%e44DQfI`uZyIiF_yfJ% zSmqgV5bb!A$+Jwo1^-rhLv&HIOp4b1M~B1s4Mk>RxJ1A#VDIev!Nm9t<$Y7jNtJ*^ zoYs5Kn}bfIS(GdY`+%Z#e|7=MyC6b6%97ND&*mv}Y84&!c0da6i>lRA_{dc2!f8xs(nDatsO z${#9q^h@PqlU-r(@k#G&sFd9o_LrFf7I@!UL!~x!G3I!pW|#^+=@qRPKGNu`Xp$6F zS$Ut~T@e`I0q4S5Y7_+lA@fHVs`pfGsZnEX^1bK*H z?aO^_{-!KIPMzDmxqZIXwnt(m+Y*@VZTBv>Un)ladEQ@=jRq~Jlpdbip&n=Ls9A~v|Jo#`2b&cI8lTamXp3zTK@)x5gGEXcw3FX0fpg3F^3KfKTCG!}LpLpEg zlyc?3L72NAGktDv>wC`;8hQ`1^T181$PbNP`R1fhtY74ZVn*#{zhT5$x82)&h|3gf zEuj_f)z_0pz|&IR^9M)1yRXS z1jx!zX$QsaHc zz68BX?Mu0LA1@-%1zz6$_N~V|!=$lG8{?|X`vD#((AvfaP2!uHFKocSzxx3K4~nH^ z2QRA9$ZsoYhJI^fC>I^SZllO~@5W%__lD(v2vSI!kKP##3wHacxnabK;ETzOV$TxL z>2RtBo4lV4lZcQ|c?h#{05SFw1PjmB=P0oeFHhdAXSWzrtEAukLg|`7pJrEyxVRq@ zcnE9LFL5bwxa@0f*b{@91t4?eR_%vvvX7T z_zcRp$A^93d9l(bo*}RssxL*-j{;eEc1ZWz$Qa$cvts#s-<6O2UW^_U|L0%^TG7*R zhRjK^9E-LL4YhiTJQ{W;wPFVBEWCq)+-wsrd&1}s2n;{~0zC3ABus59PQMNR>RNz- zkwS)+J%M`;73`vd7pP#fm^!S|aQl5aB|ov{(OX@Z7fQ55Dq0nT_%6hQpWOp`!9{oL9ullQD<`7hzt7Sdksb>VqI9UDt^QZ0 zwXR2%@n+e%&CrsktT+syWGl?xhIGk&CQ-PZOGB15Z@XB2K;Fm8=c>un?^L z)&%p1gOnuJJz^n1ydgnF$&H;|P(Ld(B5BW@tBoh~Ht!!W!KrNV{A)E-#B(-iCIS=j z3j8Uz27MKOWqsI)ZqpFZ>u{!?5%pn1QPaChdKKdAc&)-o|8>NM%ck z-{#iQqJW7Xj}O2HtdeP{5Kr0dZ+;*-&wqn;Z)d*3G|gG{OBoZGw+#I)%G$!j-Pu{q zh`km_%QoUmipe+z*TQW(8XCt5iOL! zYJ_v#(8gzVSyCS)3a?>qbrfrx zR7VHlQgWYq94*V94&oO2qB{rqT6Ye1H~8H4=;pyCdUFEp?o-hx@=Ed?|5NVzXnR59 z-yxXOO3EGo`q-oy8Z#K0yw@g$-`7d zm^ZX)PQ2e8&wJdJOP@i0%p}GT@lfMQ*FRSuVFGOZN4~7>XW;=h^*Zyg_3Ksjqcfti z)<*9KDCdZB(wwUKMZ&SDX8W%fUP&gS;)(iF@A)z{M(jtBe-d;?Tm2-C7!ys{vfh}G za*hHp1Hgmb_~$DPyj_EKw%d1LgG{#%uQr2;nnxe794@eUx0b5Q1|EsRuhCz~L#q2_ zgaAx+o@WX^YEOinkv1k_^g*&Q0~|MM9(`bRxM1X+V}O5dbE2??sxw+@<^F>w*=q?q z-@ePl#7n*hX(!c%4EV(#(s+b++r9UpPc{rAiL%5~4gy3wEWg;LoZs**&wKf4w-+;+O zYmu+Q^k`m_NOPr7B&cX2RYG_Z6vfcB)P$G=Nb=CYp~SEkeJ|3wyQB!@!*a^gk*2Mw z1_ab@8F4wEzh-vG;JB%I&P_Pew|n!(NU5~dn|zTb(RjHR>p<-PwXx$5QaH<%q_fmr zCrf9=bGqt40BHSx!|~jm+O^|_zj;oNVI!YMbP%8L3W@&s3{;8rCDS+x7qkV68mS5s z_+q4GCFXTX`SjRj%=%@On*u>TT~>utWp!JiMw_A4vIpu&o{L;zv znACAt7x%8di(a_H&c3r(l$j}2_=dKe*mL$M>?}ORtj*rIdPlF{T5#kKZwH@zpAxmo6@=(Nu9@xE;BM_vW*v1JV7|FiSOT zB9A%E&q|fn;Me|EgU=1^r{p-5T#_o8)~eI)Gtcs6rfv7YjMAC1fRA7Vyz|I|EMR_t zImc&lXy&EPdyohp$Q5N45$GW(dTc)1{I!9dymT8=iE^{Pl-BMigfWY42H!fBK!h#| z=)MVVe|BF5(@KPozm<8qeB{g-5-pP7TG|KV3)tS~$x&tgO3n|;JGWf8o9E_?`?+t= zUi6ho(JP1At)5Fo_z!P$?hV89))Grhw@1du-x!Ro6PZYQ5ZCy}%_}K2{=3HOMSA z4=IA;8naEniS$60UQL2&s0`}a>ofS7<~qA^lofS5ZOaa|zOCDZD%rLQ26Wfa4Ohn- z>rUNqMd~t}%EgQ(f+?w$q^`25T+V1N#^qd4S;OXPud8)$H*!1UdaO!=$$JMmRu&+N zNxKm5L<+u4{7_XM58?w!;1pP9(Fz`S{wl5yGM7hHY;+c$M@`}Qv4_D9g4No(@|bN{ zu`{=WPO*S?uu7Zqr)?&sd~^%ZY}v{JmCb=5k1DppHt}Gw$i5p|KpWb-^AVJDc9TGK z=zYE0S*CRNdk;f%U)-ksVA!nX18-@ywBoHHkJ%6Ar1k@-`XGAi-DXPXo~qIVY-h)+ z^xRbG%st^awSBoQz30~6(wTe0KVjv()5*i0@LjtnymfqXPxuX+oPo6fJ^CfT`-~_Z zED(AaW7CZs#TSwEePqe#rxE{I`WCAF(m8I<;nogfy~K2ctzmsemfHz4RfKBS>*CU9 zM!zH?5oYzSNKIujgv@7Bh}S?yQHX-mb^bIv*D_d*6%fX;LL_=8hh_0UR)~toa6}W6 z&XV~IhvlWB%WKDJ@^4pNR4$~?i<7laq4x6sqW05N`z5w^Q&;TvQdJYX-PGpB z&4DA?eW_)?X!l>CjQ0WIRH#yQCA(jss@%9?c&J_7&-yQFU!>Z9X=^ui#cuBrP-C~7 z+LG7qy-^~XXvl|VLXEX3SD94A8F7L>VhB$3R9umk{3hL`G^&OzLppZ)U;!@ocpGe z!D5|}!4X4{ayz}ZzoK$dO})+=ijQgRoJq!8Q5u)NXSa+wKi6|3`U>&*8G`1^bpOd6 z^ej<$seMegj|dOEh0nH+GwoxneVojL0$VR7M%)#$qzu(%e)8F0egc#|c zPrBC$XL^5Az9Tcg-@PC|08r|D#Ja3M)BHWj{5{ea{cupjm68G_Fnxr^4|a1u;VpJn zUKbG%a{tCVqWi9M+}x*?Jh%%@XhH5@l9{>2@IhXuligX9dk?S8XC2UWq?;Qznfcso zKO>jUz1Dml;`+w=Vv;raiexQQYHrfQ#$^ymp-O%sm>Q1kgIRJzHL<)6f=^@S0QoI6 zP7j#hLb3F3_qyeo+2!wYF=sQuBtz0)jf`am+u;lkr^QYj4J+Ff)5M4JKX>L&hi07> z&mSDF1^KE=kQ>k#gIi)Au_i$t;zi=n-_LBHLeuH46zhU#*+bLnnenG%It ze+i}jb+A{~hFel@)#JwFs>Qp34_r*#f;r)FCi@-AKC3r79#Spd_ie7uUEC=SRY*vt z_YwCi7@6LL-#kg>rETD!%AVG*?1}tFRfLw+{A&chr+%Lji1aqi9ENajlip^r6>mw4 z^z6VUm`aDK($^-X`)@kb$!|8^eX7`?DmsJNon5)QWrdyl)X1-dJIMUeu9P>@2X^xx zwhO;HgZ6hDZ!vR!KcCjT4>y_p{b$Si?Cjq>{H$l8sH;4%3yeE=GBBH55U=5)`GE{v-mN3H$AMxIwA7FUJQp86?~$2Rq~RCJxUawc{3DB zv&1A}Teuksjf_`jXh=1Q!g77qBCU~-8tH?B`iGG3`8Dap_>C~9iP+@)X>!l!@F@>! zO3z3XUIG*$y1AF2=~4O&Zn=1i|9?w<|Mg8u=cYS1chpiw5DWZ+pRB)Ug3)WNe&Ar= zLzU`T+}COfd25Q)&lV1^=^m)vng%DB-Hyn9aH6o5X1R1Rn`n}W!ml%eV03;rfwkjQ zG#zM^Gu~1m7+re-YNf6f`yP6k6of9TvB~nqFZeAy_A-FtHEaClE)3V-E~7Nxfg< zH`ZyUZW^}4mRB{%bu!%BJbqYQy7LY>2NgnF~zjDWFGOIlbjy6S{Hp zB1!ViE4Pz$bQkE_)Y34j?;J5DOr4#iN2#e#w?AKhz1?4?YJ2=i6mI^h`kn;T75t#a z6t3oykf5M%JI z%Q0fe_{aX!Hx}_+yJ$_Zwx$+9YL~4IM-0;cPeW?i>a3*@gIGgU>h96l&Fy68s4j^_ zG1DVGn((xW_m7hAH7sE-Q8@2L#_fBA{5V*A2OXVV!gU&775Jmi0!x)qu*E0bZHmv! zuSzE-5o2McPmFIam) z&TjwUf+0@R2ySh|9xfyP1QTTnxVPKKIs@M*$4O@*7euT!%|!R+H5_WZJqsVf7sY$K zQj+e5oK-|PKBYxk#ND(_r*^6fZA~5zb!wA2wW?Dcrf=%h!`RVq8T|wQ3zXYhKz-Rm zH;x~i)v$-Yn0)R!`&g}d2w$(hY{!nx)Lzjk=bH`Q50iZe82xPF6`xXHss@UVP|bkEVa?_hl3p^`P~(FHn3|MsfCf6<^j{ zeAzz0?BD$8jPeLX41AsIpDN%DTk+344@@vVxZAz?Re_Z(xn14Q8xnY;VmFg?g(A{@@p9@*eNOl5b$p>IgZ-t);uWVaXvz?zrmd-0a zr9b`Qy#Z+xYsHjLV#|szQa+kdK8Y@MU!?rRjPgl*DgPqnvop%~;>)iN`keSO0y-d} z+w$YVmmiu^mO@#4fv4Czq@fZEX*T(JkHPP*!B{HM>O0+^muMjB!v{ke-txI^UAafJ zMB4`e$PuCVMQHI16+JFarH7bG`y*jq!*?yg8cn6%8RN|)pw}{i-;>3?B`_84Qqh38 zFG0AwpO>wFszKuy}Suy|ZS}>AC+|mz~vcq_f7y`x|;6&imlgb6?VXZl8&q=p!UW z^icsi%UM)KwINrw^%my-8`bOxgsNtyr~E_?2*KKqLKUXO%olbYWjeAi^haAb{g4*X zmwYCCGB&a2=t**(CD$)W?nhqFAT}x8b@phG&LSbNKVB&9lXcL5cb$b}6$JDp7X38^ za4cpsL#k5=KWMfvBh~r*^0iLXk6!gxg{!anqK}#_%UL=~N=fX`2ze=1Z$xtvQU@DI z`6^7{?Rh(Q?Kwbz+!suQd*7(p+ms>Ua5^_}YV zyn&jdWSw_AN<&^|BnoGlDv|>_L<0)CHw&J@=!XT)^@pMXRq%}D%Kj{!#m~v^XkNr<#Lt`IUA0std8zt|%J%3)Io3q5Ee2sZPDw1H<5ctQ1xi4n&um@5 zZ0RNY2_fq1(KMo(JO)u$J%>>JBiXX}#@(S7ouzld0*c(H>Fa=qeCt59{SUQ)AP3%& z#*bst=_KMDV&zU(HcTqw82mu$B+a*Y$FDVE{&(14SfX{8-c4o@} z{xi<8kt*-Km;0ZsZ)I*Uxr(3o6l_vBK4I{E!ubhDVB>;v^$#Qp@JPB&khCl0nn;ku zx|V%>=eZBGl^;E%ggI>q*y*dJ6gH7X`2)vi&h%ss_e$zU)p9vlA`Oh2y{d? zzaw!i?~X%vJ?AL6_2*2YX0V_B0|@iggXA7$$tz)X7HGvydxpD zx{+U-nwt5`H{<6Vj@>2kep{1jWV}gfaMMbDl4UIqgmQT`DWP241k&~n&0eXp|+H$kdOe~moA*OjJ*T%T$fK<9h1YFL=8 zp*~Y%JX-Dlz?RP5Pw97IV!X3cr870g$E)oVZ0X05^`_b`%;?{0mChp%A{zsLrcKk} zJ)m2Hk=Np#t3oet2bc88IEJZ;CpVDH9vN zqd)LIM2Uo>a^9fX$EH}>Hh3+cYmPp#f>h#tB>H1>(aqm%Wn}bhh6QFfaLQ1VPsZx; zxc*lbpNYNNb;h%Y+oBV@){Kh_RvyYqYV<``EF1C+GJ-mw!Hx$(H9oSsQ=8a&F zPX5BqT2f?x%s(QmZK2Nl&L@Jl5%`arFBnKD`RY8Xkm<@Ts2$iU%LQR%sfTKck)^Wt z8|Sb}p2$=sBkfhTTDfX}``xzON74M~AJ*sYjd?%<6R!AK9H-Z(j?=+d>LxmKoQ@G6 zI#_$FvJyqj9H)0XZR$peL1hd8Ge3| zQ*d@Mzf1XD&hN4OuH-j&z?@gb?`qUN4%O<=R%6p_=51Paj4-?$a_p zPg?&v*5u7?u)Q8PK67!P?(E?1zzmP4H&;;uD zzdP`M=sY;2EyG)c7KasGr}v*+r}UfW@~+K`7!liKk^FaJf58DO8I4Sc`%qhVW_y49 znlP{TPC;u0j1)g5#7BN_<0baLQ!p7Wv2rl=5#K2(#Lo-3A7J$xW{|Z88SQHL#vJ2; zsfE$i$o?h3XZaqbFIjR30;R~|x|mQC z1p(u6T^@K2C5A-;B5s{OgDL(1C^A^Dy8(NM=BL zc9}~cdj@0fLy+Dx!`ZFjY;zNVJPlE&;|sT^+xJ+(aV*t}HotRLPjAH`cRUtxuL4nN z^^@Cspan-Fyh1BJa27r)c)P8US^`5_ANGpQ`cr!2jYv&c##Qq4!(2$&i&UYC7mPh= zk?x;Sz+_`7TcxE}qqZ{bNOjD*Z?iEfQ7HN{F}mr&XO0jvNskfIK|B6*paF&L=^sFV zSRoxibGi3m1Ly#FmrJY4i3tEtCcud}Yui||v`f^v4_Fs6M8FxXJ>=e8ApCXieTqVj zUPARC3L+c`M!af}D>^ZZ0rZ5XRL8o5uGKQuFA!mjt2o`*X3oC^9U>mT;F)gsp;Vv* zW@(^tCQ&0bT$8Eq+GP*mN^rMHNUeiJFdk^si2_V!yu83AnENpFUL3LLu7z4hWak-P z_~pS_5w?{)VNcoiK2Y!55c7F$E~KMNcf($bg)xC-fXNZFt+VrT@6Q%GnmfqZchyFf zjD)Jawr4~S6&Qk%SIJK|V{-eU4UjS+>oWG&JRBf z>s<Hu^J#UD4XZW|*D=|{--DF=Xy)IrTBht~RG`7h`t$_i2 zr=@n3zERG5#zbJH2U)^G!0-ocCdOb&*@*p1G0MjGt5GEw8v&1g7?&jJ8C&>~3~yEp zYxS-FgG$B%E9hAeKa&PV!Kx`{hRJ2E1E#Fx_3`5MpI8W`i^kjC*xGW3O5qd> zj8q^z*-J;SwRQoArtJcrRvGWk9=V2FvjE#8+FX%g6mT9bri}s)qw5$2lwuTs(T0vt zi{TA*mA$cI$rFI$xqtkvI+wI!iP^MCazY?2NZ1(S6DqDML9ih!dPC5WdxAJlGW4@z zu{V8jV!7y>=@X0WSH8D+;PXlwfbmZMt&n%vGw6`^_)4>iv$AGqx?F5vfA&*ViM<;<&Fz zcjU}D3qtLkPVd68IR$uq7D-aHiS_B41D4qPu?}Ccc@h~SqID%UPjF>_H>~}%Z^?%8 zD3+cznlM~rUk9rzN}8czhH+~P1Vz9I%Ygf~NDyrSmI;ggAA4^CA60cW{wI(?L~sTr z8n-glsKK~IaS2B41QNI-6A20ui%S$2TC`F~04r!9L^HjPVl7Hr7iu^9c9AYBsMN3} z5m16!1+@j2S8t3~1dBnD`G241+&gn8OSS#|-v9sY=U+aWx%b?&pXWU1+0OIaEkn5@ z zc+!(nixe$(`r{vZku~Lt93&lwNFk}v`SDT#s8-AV{`TsooDAn4_dT9_{Tjjk+vpC3 z2>6}*w;y|jZb%g>l0ugy3!Scoeo7(x!h!XBGiw=D?)qfG;U=SfNpT|gRH>Pk8JxowVc@*-H`O;{$hW zQAo+1kZkyNZFq$0&Tc)Qc9Zf$H>j&El4^y@DanTS&Zgn0*Kk&emYxggmU~#L(S?#d zp8Ju=v2{X@^fxsE*^8?&o(b__5AlZg`HkLG-7BrU^PoFCua#%1^LNiAhxQd6S~b4Z zUN%FECENQIMN@NnjtF}+Ad5_UfOtsN(=&GB0EPo_Zc*HSJ1T8hMThb7w?mDUbI zC8n^94QV35_*)y6Z0!k9r!%0p*0%g9Ill8LQh)0}PX3>m@vVHwo6n68m|Y#u{W19y zxrb=S?rJ2TGjyhOV5<&)2??_p3#T!c4oe@*-sA7JP6bNN*2xmwWCF z-a-tJ&R$MyemIj_XZ(tZ$WL|l9w`#f{YtWn1<5Y%UnO0ft{D*M-!=m>2LEDmg{Gm2 zs^lLrvX{w^yW7kjQ}#RM<9Yx`Vw*s&t;{?@m%we5?onNBV+6Ws-!42|T(s(s!M(rqT5Vz7x3@O!H=J zD-@wq_#>GyqCR?^691X-`WzD4W&Ca529PYJn?~tJWYKru;`CNuz1J4w*R{xmh3i|< z@OI5S9Ekh%(NE@RL0nJ{)UFZ(@i2GkR({j#$o&t{kw<ne>2ZTLyU~-=V%N$#501&AI_LUzpW1OX_12%ro9F__@ z;ge)ii=C6j;)*9umPfupWP`yEKpj4DzzlB^X4Hy}gn}8V6ij0ukHfLYPv5hq52vqP z8b%IQfjkTmMQMn5bjmZJp^Bw@WSN?EI z`7cf~DYpXnq&zx&5B}Dkz)brY47pqQ-Awkgseq5Kw3Kfb(#c3%%HQSdC$K!zMthFy z?sjG)=x6JMi@P|kyZ%nL$p!bzz8drvN}Zngofjcioa4!ZiO$^O7GX+4dC7FEZU{i{=3c?&Qyr|+k%lTA9{kL zkotbAy+bT<4x>pN;u4Vg^6Sgx#{N5Wge%aK=r}h4{P=`hC0s5k;bJuI41#9}ZoBM^ zmyinA-h|iLPrlO+hhh{qQ3A?Q7C||8ixZIR#t9g@ond=%0`NP9J~zHp=AhpOoez4iolZTeiQx67n?g5h6%6S-Qk_x2!fq7>?}iZq#eX>74z4!Ob{vI;-3 zxIV`ktITcAw*-8}>6E^1`-Y%xF6*5WC2mvwJLnBsBJ=lW1R+I^B3>V=rQ2`~i&q}B zz_5U`U{WtU%rDWw|^s< zWPJU_!EpR2k=#hUNRWu>R2~<=# zVg({y3lU+vktttl#V1zsrOtWi05c(b_6QPdBE3=6kMANE#2H_HRz~fy3J-h^JkHhV z&Caib0!&2edwi|r{9uJ}`ZA8S?usmR_Fmzw&7&sGT)Q913-a704AeQxJlDzd2C`Gb zRA;q$sC4qQ7_33H2&VmBI8Rw6xaj}77tUv<=@4xZSt&bg{yN!c zDY7c<0!vEYDo#W4RGSA!^Bu^T4HBg>6tO?zMn?n<+u-Y{O!m=Er=LEm-tDt%m9akV zR}1AvVpQZK2y7EXGkBZXiN>pPqOt+T?5ikz83w;kMSL`#Dp{(5DE%nPDLEn7DZo`4 zIB`^`ydQ?SJ9qEb&` zsrXc`w@wX;t3J^#SIa$DU9LHR_+Gkj-l6viMQtv=4*!7ruht52Q_UsSK^==FR^_B7 zXXG`yoM2YxY<=Vk%vR?l9;5cSptuldf~*ZJ6k!K-K9DbvA1x%FAOZM<^jH2|cI&_* z?um^@$uGs_0wR2Xk z)HDl%C3vXB-P1o_DhyB2~`fo~!usKecmq-#|ep#(9Krv2bMor4tda z`PD2=!v{5F{?>D}CXpPkSS>eQJAwjT%+#glz5RXcrU=)_lvhUMxKBZV32Qnn4($=HFUu6Z1Cm&_Q zuQBnp?Vld zF-&x6Kp^{;gV31+){0{86V~dqQKd5Mi4Tjk%&zzaGn_SF7L+N?TEj7;*gGV|=RrL7 zGsI`@-5tlcHH+5y4(HTA2|6slUyyr&bW_F>wRcxQmxz|Le*ZPI=|=hWxTFeN39M2z z974mR+Ud^%3xCdoQDHyo{C*N>+q`Ud)>rX@`vB!tD;{;Oy-d85@yac?itWzJ)iRe8 zpCOF%Y=jW^)=>{1TAa_N5{?*jjT0Z0S$_a$Y-P4B8QkRU4EQ$Zn!op<pc;G>wo!1MDs+{PSIuSFIUX}oU>$4ACV$~PpWIV84zSB zdhzkQ4U&`q-Jc>~a+>A*#0R0>={%*6a#n(Ue#?tM8kC14Ueg}Z_pQ+>FISAfrC;Fo zcDe`r5?MHYp-@J+Od{YS+!p&u@li#|nt78e>;R7K@35w{5*{~}S#tvLIm9M=^tlY6 z^aXH6n?X*q59N7{KDW*updOId)EwEdTB;dR8taSsMa1sU;gHpmCAJsX<-9QGQtG#} z?*HQITW1SCGu3aKeSnqNfZ8QdyH+acv38+0^G>y?hT9YI?e&mlN<(B!ulJ< ziV+#8zsBhdZDIaax>sRuu@`C}AY8$adT0J}>9mAVxif#MW>~{!tB$a@$+$y4@?OQW zkn_52E48*2yz+&n7v{IR+33u|{3iDWys|KV883!X*{Ft<{ z!Pj@v^=y3E5`;_O$pVBL*df<3!GbD5lgkiQED^sAjr>u^jQlQA8??Z%B~@hNeW_)B zmld1eD6uCnQnDl()rwvTKcbsMKNJ zWyYL-srO$;e;Hyqck4gM`|mn&r0eBQZLvkG***8V;}NCX>`dK ztX~~0ttaMp{GxDa$+L4YTfj;Bx_O6s_eDx$0~aJ#Ly(d>7Z)L`mH;Y>#VYLQqIQGY zV%UotNfk6X2+jg)>kF?C+1a&T&<7Zum$1L)XqFHKMGS|OJ|<-;J{gzc32Axbs7R&rp>6hlYt8UNbOEwp^7$^Ris24ev#J_ z+HpGSMYcs>IiBjA2e+$WVyiR3CV5)(HS_lm`R$m@+X5?>;;|zZpUyZ-R?j`uZiO*Q z+-AN8#lstMVeJHcvf2bI)Uc=aLXbHLkk1IC>5s6O@*|kbj>{s;mk?KIWZkJr zIsqvl!Uuevks!N*gq-#V^%dXhjl64Q` zLMo4w{pPvt+L5@H{@41#G{}Z#qIUA*tYcr(J(Fa5Wyi&#iu3C6V%tBI@#*W4N5h)y zI@9h{ii;tajJg^Oj$Mner*n9%lykwd+!6B}HuI&^CR(p}InyX~Tf8BpRS1J_CQ-vQ zES4#hc_WfEcA31C*^PDdH93omwH&+Zu=mwiU3%jD3JMImKo~y!;b2k&mlV!1PHbpS zj=DggU<(BNWiJLMydqJ&-&8JP8@d*KD_ub&@HnF#6D9q!=D>s&VzOz#Z<56e%ijUf z_7y`LI>vwUx7D9!+iO-kL;JQ(+i*?EM}dZe=quaw8(%lFihH*FfRGJ{= zXp^!O0cQEKXbkV0jpZx&ZQ|QurhM0J&R5yy7oY0i<`bu+wt2B{oBxISoq{^u=Bp#A zZSJ=S`rW1E$s&)j=kYsX6%VSr#?fgzyIxB7U=1`=N;lu;mHt@9<;g(fxi?Dt%lJwS zrM=W}n$)l`S;O!BHLwY%CvrbDUC8LAf}K@VFv_i^8kJ?rL(=# zex(4BZ9czH2YEjT0RDU`p4-l!)%(8f#1^A+;+4CMnWbfF)V z(mgy_>T<#$N?YxoM3Pwu6Lu~NfB$r^fq@&im4j_9R=0aC%`ZUt#j9+Kuq zndV%eY3%-60l;0&mg(dn>xljot zi!07Lv+R9DA{8qyYAG+CX;O-~^F~Tov^5s1U)fw<1sOE28YnnXt1X|}QZ6Kfrwp8f zI=PWo0Ab3BDSQ`luDwDbp&MCq9F01~bQO)@7F0YQB>0E3dIEWd=y2#T-48jXyx^`9cN?2z8Z z!#P&`LIjt@(0M)*AGuEimnyV0E-QWX3R^rl;Q&v58SXUVzDQDV>6i6M-lGnXlMPX4 zc%R9706A1_>E_%f!bMYSj++$$mBtzQpUQ=t9n>W}~wa7EEUtAqBvddBs zNu=b3dFNU2te36A{Y=D=VwGLqE211zQIBnk*&y;v3ajk0Sd@M7^F~~(kmUoRXQ1s| z5W@V5JlP-I);kEjdy#(Y9fU#!eh@n5vJ?pUkIX$Z>im6uBK)T|)0E_eI&W-?}eKIc1J9*@UWcK6bw-jr^|rvP^0_!hI1k z+Zp7(G|86?_hqVl*NZ~RmREF7Xd|Js$71dl!!TP(l+-#&yR9XT7(27_6_ zh8J%Aj!+7-4&tvfD~DcHWg=68Pkq4^M7^xSCr1U_yJqESZlN^56B|VYzR?i3q??@0 zvxo4!D{%Xr%nnaG0=F;Vi4vKCNo$41ZJk{Mb=%tUEv-xB>N{rjLuWEVLDV#K}m2(oRRi7qW z8T7}h#n}L7EEnMHSDm&C#MbUvEP10N#s+77Rp3VE(TWRdzoMDg=@Ajn561MmWK?j* zTYT)VN+J2GS|L967kyCDfuy#l@jOKS8cGS*RQmcIBYizbrLPI3ukXcYCmf4@DCF;S z&eKO#NOn3!`r-xj+CdiQXi1tf7UAx~d^yOiDIY?@2JZUM?1=~R>qulw^b|>3xxEch zZK=ICVvB+U8}3EXlIP}4tpF2_vWMJdP1%4zwlTBjlu|qEZtmG1&%y-olQ*A{ynUKhD=B(VYFBT@U5)b<4p;vd#DSZWXX@pp_u}&u26! zwP}OL^g5@EKXB(+Y-9n%N|8oai!@sAxF&VVN$@xJYSn;)ks2F$w47qdqeTWS+YAg2 zCtp=zV^nA4&LWN`snQiM1Lepbw34N=&IlhQr||WXjnjUik!$l(Bri+&qJ;|Nd&s$c zy$YbKC$IJ58Etd0mBqWQ71PMD{44{6`4N)^2$Kol5#j@rne=dJKKr}VrFHHHiP>VT zZ*MhqEw6qVa}QEm$Lyh6Hq(o^wexFMtTd=^OMmc#mGTzSw;dH%SIS$Fmve`_6___6 zuX&qFU;0-gfQyypw3H5%)M%_UkJoDcw^~YzIj$usjCJI6exb$Z*J;^%Wb^PQYr&69 z9zRRXkI)FbEjK?h<-9eSpH_aXm^z^5lp}qsN#CLA_v|!po#rQliEUBu)uwOr^GKkK zkSF{Un4co^BV-DRVe?~|AE8i4tm3C-el>rgCK6os7W#zr>E>sS`KdEMjpk<&KV=M! zpA>8g;o-rW3Eb+z8 zhiv0t`)lW?1?_7e`?a)puYHjI4`gzwM%2`9h^>Q6H;ypfsMnvgZX6-qa9W;Dwx7s- z@;thZ?A`6iWM1iq7iViAZAibof64PHWW`rX{n&0JfxDI`6JINjDU*~juZk&2&+)b7 zd<#jzz0UhsK$wCn+=2)7T+r=6SjvXe@59T0 zPV_0nwtgf~_P)5|v0BQPi8f3O2gI8>q%oJhr?)~1uMk3b8BEHdL;JheJDUax`NCK~ z1*oBYvu6TIWK$2c$lGgp4GdGqrl8W_B*Gu z?y>T7c`YiBUl=Zrj|QQbanrVQAHif$yJbI*ND6hC+9Q@VKDLwvAh}hN6hk(u4<1U& z7wNS#SFB~@i|gc_Ep(&4su?B1Ma@;eN_M(<6WavSUp7iQee_~3Jm41op;|EwJ@05q ztY5X9d^xpwbS{UB4{uI`an5b;lOdb9Sn9`CKz+sM$R0$oBv_&HRQQuC$l$)@zjr=?2! zgSIhO8Cx-X;7*>OYr-c?D<2 zvc3>`*@1?KnJjd;I6yt{T981G4j7wL4p3*Vl=XEEd`a+sCn&dOgzRTY6o|O?T}j{U z9Qz5VDW3fRBnXi|qp>FhIQUs+eq`-C@G8B3rL3;A>P0Dq_?xvqmer%A+&>_qZu?>S zst}j#e*I@SlWs`%d-65(duSc+-Mg>;TYcTX$aFud4NCU|3+1+ue+ZAfV}?+@2W4(g z9jA9?To+(m?P}l`*RV=%?=~~52h>hPzXwo1H-+U2Qy({WN3N79a9(&JIdL3FR*tkR zYvUBU&9?ttXYP9Y_{Kc72lxdE%WC>sIsykeJ}#{vXS)5^ zO{^7}S2JoKXgne%8=8QQ8m`V}->Vt=NrpXw!VZiW6ejT8tR^Ci(;Ou&Ygt$fKGvdC z9a(p7Mn&I)7rnsQXeEp`pYL2|jgd@1!@Z8JBiE1kJC{Q~i*$5IA^I2#A|x z4h6xG=P2MCFD?iDe!t?`>yR0GNY&R#J;~PAotwvDr>kg=9<#{KSEX|{0YYu z2Cu=z2*N9}(A>Ho2XpBIqs-Ek;#tKjDEieLbShSy5?0CDno|X3gq&+0laU{&>TDEh zs_{n0Eu1_QPBb<=8k?EJ|3M2~x6Bwc&nVFi$+HSAlQ+?PI;!4;mgk=>Ldzj-0t0Hw zH-XM@XUdKD85#bXXKw*hH}DXaped1i)o?Zd#$oZ?6B<~@+#m3cY)t()qJ*ZmT8sEd z>5E~MM5tP=i?`ytU$A(S&Yex5-@k05NyI& zasY+vbcbZGz0suUp;W0bmHmuvB3M@mPlgqhl$qLyQd%D75TYz!E2>BxQP{%XRskw6 zUuv8Q=v31(^2MDTT9*t?JG91?r$pN4M@+Qr3Y$AA#_R(fo^#aIvaZ>W6{e04|Izg` zXb7kCDp#;w!-9w1xF-q5FcHRlV0iMT^JRM|KT)Qt?YAsMg8a2NmBGS ziXy1aK2<0gnNM?k6|8cPukCuS*^31o`aLC>S@}Xw30qm#P0nwh6DaHN`m16`7qiqg z2Qj~H60RD6YBqtubVQ)2$Y@&;!hK;IHQL4nw2|D0!s?5h!3ClVum}|dJ>!f>d}5~F zTm00RS&I9F9?UGiDpevkc0S%DJvUc9BmnuDR=ko5h&yE}INDTjO+JR2>-<)p+u0e^ zu*vzo*5F~R?Cn!^o_ixHori@1idVEHau=UUP9;-Iak+38@>CkeCy9z*{m^!c$nW@|`?xHIJPTJi=nA@)?J>CRL_&r+EY!HguXt zpr9c``VlM7<1xoPhIkB`M^H>do_TB~7Da(P5(1H*m05J$c~qub*1jbJh?Pb{e3MhD z79y`+{6+qVbiw?2WN22WNHC}1eP%m1hzJI#$>Ec8#y3Dcam}D$YHx79jeju9HbyW$ zw;_`KO91Ld_Twh!#~b=+fBqY?u}e4F#RyN*L>|-J;P98O$++m+;_I|)lBo17U6W_8 zYcI==wHM2%{rgn1e2K0VY1jI>UAw^Tny(uYU-HZWoEf0Z$pXXi+&^B=^^w=0QQzR; zMKU}{nD*_b;6Qf`jn;P(B6KAWawb-SrK^I{6|q|4WvYx+9E(i94lZI2R(5rbmpAeQ zZ&1FZrF6`(*%!XU$bWGs`@fu;tcQ8g_t&5meSn@Y`g>Me)+nI0a+hcOl_}J%a zUY%X98J4^VxRL_;^H?Q6{+zrzt>lC{k_MDT4)f;n&-S2uXhE6nJ9%)KX{plBk{d2N zipjGa%!{R>NMV~#-`$m8ZYb7G!>)TV8Xt6)4C3*u!6=A{urN4Li%jHGJiN0Dq$T{y z5Mw-JWMful1^t2}=k(Pt827vW9^lmLMu>1A`wb4$SSE4iUgzPuSgFLBdy&V+(taIz z(mClnY}7^5+lGRfRaI4Go93)HP=LU{OOa{H}ywft(WYx@o!3~4>zS4|74Y1O=pSWK$CX-lkuEBZW)0&YTj7UzsKHAWgmB=GJ2KMb1gV%kqBl}z{E~|#C_vW}<=A{a z)3h5{aG7!_^P0HXvX!W8k4+ai5W!}KASH_+V3LsL61m*I5!v-`6c+9B9c4Ce4QEI; zyWFueVj6+ovL|vX9xQDAptoVzJo-AtuN{!6y^{DQ?7ngqZ~~~dRanSdY6RXG!6UB- zukoxz9VF;xlSUmJbn<1gV}jX71CG17Efx5B6VbclgRYgLVJRvi;j-AV?fv>mhc+Z~ z&pA=lv4h=stmRm~1oeHY=`qhi=5(-zffaRMf5}{FKJvkQw9GqJE2eOjdC!yKHtI9l zd5nGR!#E<^0MqW{b>q1(-u8VmwRU-douMZGF%6I`_i^I`{~}YL$o=y$K!>dvQ;w4K z2Tl4a($z(}aU>egolqnhu_PQ`CmuL&ENWN>&EM1{X8PBbuU&sNO4>-#R zQf0!@jZ?(CL!);oRiVX(} z%(+tl;$?Q?6H!njZVL?K4CR|FNT5J(<4XE;ZaUYIJl!PM$pQk_YX-9s)8*bL`Jk^+x6w2{paDYS+noD+<|K?S&LJZG_ z*FM5Zw7lViK;y9##;P>)){{!(<)7omD{x1UBqJ@mn_Ql>OvomS*hN?1$?$0NdAjfO zHuL#BJ|j$1rngy>TyFr%YKFUbt+NMRn-3(l&5->JR|JC$LipXUlH4)#kmQbY*Iy|B zw%Pgd#WGK=$_@VPSV6uSN(-by+Op-^G=fakJ`#$vv>+pd>nT6Q`3$(oIhZ_17UY7kQk-jk<5HYAU&;qzQrgb!k^B)tEU^xO zSqOm{6p%+sxpdEWp=6mJm-Nwz&ug!NiF3}tIj@ILiUqq^igy%v&Ik!C;Wj!h%$#tR z$FQ8jSqdj8UIEpThCit&s7dnyUrfc8(k#KI!(WIE_LSeMCeP6~PfebuZ=RamRg7n3 zsG8iU(B0#;v|9L;*!W;0@o<#a!Hit5bSACV9lx(v=S!CB7L2vVHy;19u3vl)J+BJ>4e*Ph~CjUK>{IDZzW; z#;3F%`(EjkSGTSG`l7l|a_c^ax~a|#uHG9QHES*Qy)q5Snpb?8UcW#l>Gh7Mv}QA% z^-_;a4>fBo_PxucGMSGe%eI%uORCR#J%3J1`O@R9SN<3YjaSYhS_YZA%!Aj|e^Cb8AARiENgE#Bf z6|`@WH$Phi+%N*SD#$_WNalZB9}vH2;H4#lN$h!!0wm(I*LVqMdUwA*$Bi!Dpo zq5&-8vaW(@SFALcR-iyk7?Ix)GF z>P8NdV0POj$r>1=uLj=uyqeEigLz%!z6u%XY)7~xO-o~u!sk=|Hjyv%L%wiYMSPYk zUmz1Dtip}1zQ1o{79OW3%hz2|se-T3xaqgMB!hl_NPnyrfDD}mXA%=&*<_UoW5UNk z@r#?4>GDn-3w|Urux#XTx^LTG=Oc=c9a<$ca!YxW2txzI{+J(@cRPFH=kDAqrHTv` z2S{)w6PJr@3-Nh&*2O}El(+GiX&!gDz>WXg!##@w2e3fO`wJ4Fu-jaVgC;eoFB{b6 zr6ny6Hj&>+$Lj2Xw3$jjYeiNYE5D4_$}$WN z$}l)Ez82b?VXqrwgR4$9`6N81RyKe*_sTB&Cpl% zVUMwaZkGC01r+s+4PF7cVr)*n2VFVpJWU@0Y+&HQ@LfM zoq^C4NkzT=pe(JJy{M_dv%HjYg2e|dEfXF+?924T~vb#79g1 zAlpiG_BADP772&PVd?BrIn-un`OAX;vWJBQT>Hyqfm_E63-qoUJCc4u+1j3FRB*K=84}J2!0rjTjYf@re+Od;9>KmJ{){Ls_xu= zP|gbe=JM^N@iNieEOtTJRWm!zLEoasuA151mF!NRn)x?}rKy?ii7R9$J1=hqOSm3l zLISN&KSP!KaSr^oa%rV2m1<43n5G2|ESxL&MR2(D_4}oBy=j8+#^F;2w_A#qcDKJS zSj$wNTx&JTSO5?}4za?`BazDb;?KJ4tM&n@^{t&?*7oV&d21V3IGM`*>wB<@4L3V& zFNr*{$5mzJelOBK>?OXcUDJv8*-0EwJ3%$pzKxX(7XHVLM(ah9}y$@&m3Fu=h1|VC@Xk(3_<+RBjr&(lqqSa&M3|C!{r0HJLpjRh1v~;tn{TQmTuy80g2ev^u@@}Q}RFLVFOHj zV|%S{yJb8BLq#<3q&C=tWx+VHEC}O3z>^0eol^UP9f{n`Lzrci zQM6pcX2~7F`QS=VSQg0fQwKCLW!H`~X?hAhWYSiC3&+>Ba?@3}$F{_Vxj(hW#hiX6O{>7>X`p>Ru3{MW)jnSQ{U3 z53B{8gB(~Y>r;-=4Z~n&ML+Mu8f z@Kb|=pHLG@X(5qt)cH>s6x?NM*yLQLH6$sFG%BTr}0Y1!^|0+?Tx&7%&W_`di?5Kq+Kp&3zOk-C#yod zNO^ude)S@9LV?QGhV!hL%E76`YhV=5!l{CwJp9y+{}i-HDOJBqL8%`8(-EA|jsFy` z^Ha#SG_F(po4QQrb&Go8Hy;y1GR1FR@*Ckd8?><`qd8u{NT=@lfpSd2XkNkGvamAY zvasWRo6hs@+Jg$J=FJLQ-s4OZxr&-+WMI;A?-I-tMCRg+8{7ghy zF54$e;p6H2pegL}fe&TF2aZtmETq&pLOEJCe4uoi`S{v@x%0uhVZ3K@aqz9=*Cgx=&T9VcqJz26=n;%@;ORXcAa zmpY( zU$S(~m1!lfbW0v>O3s4Xmy(N{#YL2L z_0D7bbmDs=K|}9cK+%p9P2Ou#d5`qx{ga#bT=Fu0t{vtxFWcxJ`el^PFD(JA_`MU8 zK+bvs&++LQrY!?@u&BcR8-&D}ub_#OOxG(3oio}#V;C;~Q2EBnn-oMGJ)>ronn*S9ugSo(=Vg@yc8f3^>SGWFI^SPgF%xCZl9q+rjCzSQZ>=;OIm0A z8ozHv8p5&$sb&=!yD51sHH!#l z7mrRVdFc;V?t)^#l2REGYxr8BbmB)pPEJ&}S^4~l<_GbfmQo&)gxE_zs7g^)hnk4U zpWKy6#i1rv8@(ZYoQnC>$+8W^0mZ`kj3|Cdo}!(@)UVa(BIX&xlF`Ndf+8;o^D)o) zj<|z~UsA!bg|r zkq_jQhwOWA6vWT^35i7eEhu;K`Qj?BHYb8|9CScd3C}8xVS3D8k7reQH0MEoF^yI? zT9U!}#Yj={2)`ZJ^BVHmv^zl->KicoLe zEv@(}dav)i<0C^WooPp;$WSB}Nrz@Xp$X^wvt_miy@Kf4la~1Dz?L9+jvx<~R`ga* zj7n$2_mlu!=FC5z59;aadFQ_$NavEhaVEKBzXG_p@t1Q+jtg>Oj`U=1$V5>N6cXi~*)9P8)wWshfXf_;{i*43{vt3TCEo8IH<7YQZk zUwvgu@DfzZf#$)Ow8!=mo9A!7odyq+QKQpA!+pu<7rdp*7srOAR+k4Qt4wj17*OjMcPix}VBocy@MKFGbIg zqIY;j5A}*7g1qPwVLI1Q+z+isEpnmt#S+7=s76W@T<3}!%0(hyY^S`bzd+F=OZ%8x zHtc4#-PFB|iaa3((LOeYxi_lw8unaIYV%&fb&57Lf`;haQkh!_pV2>-*9Y?RfJdS9 zmkX55UnfLOiqcnw1JHVv*apNhh0`g;j)EJ{_Ufe0OXS=+>Mx6HaE z?aX?Zc7aYyWQ2q9xw(o|deZ7FME8Lla}*8SLIWtGDfOKb|VJO zv`wJuL=l%2Q`eKS9`Z6&nv7>hH5(!#kyWZL)U^%BKHaTA6VvqFT7O~p`nPgvIa&WR z4{H7Ihol=l)&GKi$uy02um4`L^h)pl9Dn^+n)>hTwf-4t^+)a3g^^h*qeq?-LQt28 z#3tuNV$*_=*vvdP#H#)Epf%#sAckU!l21Mwq)(PQiWKEY*?9JvuSwFVMI?ps+#^X> znxv(}pS_N4Q5lJiT@G_s&2JN5TMp0ytrVEUzEiD4Y2da|TlwyQSP$RcFC#uaGZG(L z=VTv}!m1$qURSw4X-!iIm=R ziXc~L1mwNkByxWKUBS9{=GQS6=Tf{`EVAq?K@;P0oWj8}JRV*+P#!votMMSYc)T#j z`IDx>fPqh55o4C6e1X#odLH71+iM^F+dfI1zv@@@emtQ*b1sM<)nF?7)S2P0E45GB zb9|*Y;kfT#g0EFz=`QefHP_3#z}JT+sTcUVUh5duD}1edJq2H)o%2p@KYV42q;Ag1 z3SWa!ll25&nY80fAWx6*wfkJYo~1QpZ{E{0ggn!aJO{fqq`}u}G@wrBNqXAf(@W|3 zQu-zG=xOhVue+t~Cr#;#eWm^IHA+g~M;k3W# zBKUd-v5PBC`B&lN!R&7EF|wo^d<hhms3@! z@bS^dJ;TQvkW9`Q3rL(f5!{aD)H$`?qw zZ}(FADk=R(ue2XNZj!ctXi5+FmG;BOu~K>#dHnEkJkFJq_-ET`e)#wmhmpd^Mg2Ya z_=`aq;Ggp~?Tg@}`Ijm9=!SpRd-wpz<^bEMA6U0NT=`AqHnbM}ya_(|9cMWA|}fYdO68ps?(b|MiXkf2B;qt!E3 zikqS$t!9i@&EI4MQ#RT|8ZG;|MD8n{LR;i+l6zYAb22C3vK!DW2(8loy8gZ_%PozfB;8k>z8G%$} z#xTu{A*bgtd~iaV^_a0Y>}5SxolRe!raj zqsw@5WJP@AdCaTmGO1_^4lsiQTXjvwN?q~XVk+ukO^)tqJkb0Ehj8I*uVv%r1K1r2 zoh6F^8gfQ^&3%Bt*gjOxbDC4VIub9l-uBPgM!J7`tZ$d@MN{7%w{GV_>f0SSsh1i@ zNR8?LdawU`zWVR;>gT}b0!452Z~IyI`elEPp(<~GcIT}u8D6DM6T2279J(G1w%HN+ zc#`fO^SwS9hN;Np$tc`hrb{S7fnP^l7J%l2=@RRBJb0Ku6+X60{rwarNo5&+ukG)k z+GP7J_jv8k=P9lIzkBTqtN#VTqvoJQ?(woY2m-1TAUJt#@ARUq$X+vpz;T~ytvWz93{e6?v%h4azI(k3)fBr)1=>KlN)X_h}$9nXk1?Tc(1vL!X z^M2~+_aC0`?CXQRg*>dPgvU|hz5Q0-;rW1`tRe*U6XP=p*JRW#c4^4JoT7i}#;+wk zD%soYNC@>w&H1V|Ib3)(dn|Wz9w)kwz;)Cfl_wsaTAgnpW+RI1s8I8$!7#(4@~q74 z0!GpPw$9&~=hAcSvya28!w5?NSKSI!n0fxAn`Rj$f2Dk{Ldjn(4`>btz44h;ghxg{ zn-{okVSb%d5L>7o^x*b}Z(+(Sxhp69&7s*c=bhcIuiiDBITwo==6pd%+MJK$lv|Am zHFpLLI_t^fpYz&zzBw=8gk8j#iGR@Zq`P}betLsP?pPd7Ly_1men7l}{&|47&`i)M zCa8BBbnT~7NAG}mbXy7#GqZXI#G6lNQeJ{{XHsr_FKtqibmHZ-<18l+lQP!>#Ok@e zNjZc=n@M@VI3k?CZYkYI@yGayq4y621k6Cl;NIaM5CvZU|JJ<_~%s7%j8UR0GW)L)fq6mv70`-mImw50=s?;yjtBkCdM1 zl?Fp3zhp_HjHkuhfg5m7u(2PZ`~&zNLD#y#_pMlndn@=&vx0A# zq+Ss1TOjyemQZCp=RKE#@2_U|4BtOMYw3J^v@T)%-P98L5$!zMaoWh^hwr+ZebYGn zxE|q~^SldiTQPSJfKA7T>fg((xuE`2bgjoJHjRKyr|#^EO+yIXx?hzFj2%;n^by9sY~ddCYIuMX-)-30(NOI zTDZ$9Y$iTq#QrOOclubXKZC@0FCvdPMI)AuBcB9-lMnzHIbb?jCV+Rp}J3EG8SNAue zz^M|VeWMeToNiON_3OLQij9M&8A=>K@poze*?IAY?3Q@eS31Jzx47m#>m+*6Ku0in zSnE8-S5yRri28D(h4@9>SYfv~51TSWI|fpZbC2f9dPs;@D!IXU?-T)AfO>DG5LXzxXo^Spv6W?~)$ltx9ZJ=f6KyRF^H~MItcA*hK@pA%vN* ziCsS&8!){9QDMIUINQ7Iy=C@qgv>5u&WbQ`tCrH@bS!S$_wH`@`jD6tsyJfUoo?fNep6(0Y-ti`^C z#z{+(BKCm4@gyrYf1+NVq90R#6v?O-xy~ zHqn>zB_uC{Y#HC|Qy7Px6F-&lb;rn$&`am@Llq<6x1(o_d^;zRvyD7rwh+@}DQQT$ zV1^*(iY3m7uju!Ruyg7)OnU5^{7{9xxy)`B0}4`C&fTA|7l#?XgsQ|_(kADUd5Huf zna46nv>$9^1?oTJ2o&BR@HmkLDK({rp2@=z_wgVWN6mbd@M*)P=y^}kef-sHmQQBL zC|rLQ`zofquc>b=rZ*+d%&Eqgh0x0aCREvC@~8Y+1SX?|zw~+j-<))15t!VBBa2x$ zUmJ8kFz?Jb9k&}T{q!*K{91&aximtgQn5SwDKWELhZbSy8q;`S!DI@Qfhdd2ICTne zY*Cx$)uKGaRT&P5+8`0{@ZH3O#LCy%4LkHOR5Gi>%P`{OL(fB}8Bp9fq z2ngVOf~dBd@=BookEBFOK9v&B2kK?NL`wEbZr;RHpwwP}9MT90qS#vB+L>r7D|9NR z{H2_D&GB)eh}?d%2}F&zj29z?FJHF^{9cyR$z);RRm$YuYIR;0csUvrHyv4-ZaNEc zE3w&M9@s~+XXcpX%s|i*2OVWOK{sEJNO{4WQVIQ1zb2<59tm?XGE`CW;@l;XDQ%IG zR|4_3q{mPbg+z$yB%Y4$`1r^^7sj(%BJm3`r5|`t)PBCA@Oi?5R}{WnVQ-HXz8b0T z$cn7)=o3k-CHUX5(os}m`IS++~WDUJh@{KSYWJ;s7{P` zl7}ulad+D6>O}6LZ*%A-&-b02n$D43s-Ntue#RM0RF|spSlYd6&hw|6WObsi#JnDscK-**rL(ed)fAr$ zP7`{z1$uV$zDP;Sj5j3A_Bj$}+s0SZJDrjF`;F_y3Y*Z{_04!zNDHrhowTN*^PY3g zqD`G7$NGzateNEDO;Ov-FarvSZPbaf1oPJk7%IeGc7+dIH{l-ssyC?A`=|VbaCG7L zNGjc18hErxS_w(WmMLw{zSm^8Y;?{L@&V#qJ~^MfL83m*dt1z#nSSmj5wa*!zc*(_ zO=&#B8NLNv#`SFCRC9o2M@rVrBrf*0Nc~%wIE)K=@pc12BJ6_D!E7N3-9wyQCasm^ z7@*)pTq-5=k6_kyXte#l}e!n9UAF{@~?*Ph!zldZ>bRgIa z3N?{c84U8z*kOh-nk&S@f{Dde*l#|cvgg5=_|Z0%XnT|Mg0uZqGdWL;lwWspUftnM zPW4;eCueqVlY;?zm&vIEJ#f3=f5ZG7uTap_{CN7;SDiJ)bHhLiu9dLc$$zQuzwhz8 z%g?&{voHui$WeBG$o@o70sHh-XOhgXz#C*?%~556$D!c$J!%sv&kj15d?*W`>Q)KE z06>O>TV4HWA4HrrL!$%>DO{`e$QZolVav`Qot&l4)7H#*UsN1tTZJD97N~z`pXF^z zgXx-2=)&M``78TJ>_UG!o1LamL(^3TbW;0CU`4|JD!6QQ{=k)5*+@TP8j`T`+rPR4 zbIxE(b=^p}^ad+ecYzfjz4E^UUiRoqkmD&UIIQpini4j?0GQ`np)>Bc_?_ZIMy7s|^H&31wg%3;% zT2)D~Hx+E%nJAoKA!wHr2qd*)8%0@W_s&E!)aWx1vs9oFsxG3A zEyVU>NA$Hy*35WTTm`PlL(~!}Ssz#+e%w+6v1}92$g<5G#EP6f=O?G2*tz*aISOE} zqg-bw#yzLE&rXmMOBrGXW*&vldi(8w#9E=XBJ8)d()jxo4CG8T1CH2DQeFbly5fS| z3OlS)rAT3uCsmp~O&s8yRU^Aib~cMYRf-n~1sifM#rj#g5@PCAY9;Q8K55rp+4ul= zzGn4pqa_%ki>%de_Vt=Ns)wdTGV#%?dg!(~>t>4h0SLn44yo8QSnZh*%O>O+o`~h3 zNa43P&+7^Qak4^TxcapM1vi-;`h|-fMl;oU@?7S&eqFIanpz)6;7!@zdr!u@&5%NV z&o1UlMIX6Rp@4p=QpsR6z4yCOT+DNdxky;xJx@fp+<&Woe>#Ne)hk`Xluk)ICrUfU zmA$sb4p>WbVH!tf`B8dnVW%T#oX_lrc=YwnJ8!K7{^o~z{^n)1>{py8D5F<|wTHOD z1FKIEjEU3;K!9vdCtrJ`F(++fWt@{|7(l2NYUf;cji$3k&@A2WzX2=*Ejv>wXe&|e zPIH&@N$#{wgkaLEY-0YT58pEnHDgsfdjsFit+eUimJT48Mu>6|scARU)+5mpJYWBP zmNlOJ688COH|)msGBupyt3l;ue$TA+ZVjcTh93^jasar$hUhTuO zt~IQXPRrry{7kD+mltVQ-4gXu{bpwsHDHbt&;Fy<(SyGWk&w&2lcQSCesO;x_NvJQ zb5X7&+2NY6`Y*~Y)|NIphe%(URId(qzS^fv>mI*K_s0wsihPOvG2$SBKHvVx^X(7a zZ!}M5HPdb zg{lW>RI6vDUC#64_N%7^Nm6~Lgd9e~1kwoEe|8=vGP%cSXfd=O&VZ@PkrDO>_?D|2 z%92UPxfSuOx!+Osf@VY5?mw)`q>UF6*QX8~yW zoCSp;tH2=yHvPWdv5nMs=FFH?8n;~T0}dqXd(o0D!hNisc{vdPh5LxaFM#_PA9DRw zD1F`R@*lWA{g?TV=155sF+1Y}7r=k4_V8hf|B$*}{)14YC^*P(_>Ur|Sq3YM;M}m8 z*^NJtFUti=3#JUcyJ|WN3hS=#u#CQA4iXFW9pNtej%)tlg1P$3HTn+B0o2>QNJo(| zE=TtviVIKop*5lKuKnAWEJOxABl_Kddeokdqxe5l!?vr)&cF*m^7X`2~ZZNu!GWx`E zrOwjaZX|UdMcTCxe^a`Tm$m|s@wg;9od;;w8rQz?#@Ai<@pHQ8WbXf*ojT};Ej>%?zWWN&roVjtx#~XRya?EY1?t1j?U%YjyYsS* z(5})MK2~rK8aHx5H(jGj5O9+!K`Nag-w`E96)=`mf{e$@3R2U@@<_BF6#2d?LADDR zsuHBqxdPWe2;VB5+<836`MsL2DJ96`j6=Ww{ZeT?T?10-Y)A7V8j$Nm17h%p=58^$ zzr6lK?ug7dyu1FR(wR#W-Sr=p&NZfKbK%<6f5;G%`VSMwQxrh5LyM5bLiW{$a70dM z3NpsZUm`GtJ^*dO2FYo}%jG+Gj~kta>M(NTdocBVt55%-x|2}qn%f?1m!V zVmQB!i_o-3{YQ~s{}D{re>@LhsQx45(|>59=s)s|{==eXa8Q_^|L8ydf2;pM?EwZs zxq;e4gvY^h)E-9vf!f39KhS%q{v+h+KZ=kUrt3do?_B){Xj#S2qBpLSjfDO~>0VcT zJkO*p8z>aHuunbfKeU=&^&iX9FzV~C^^8#;$PoQUr(#rVP0tv$n1&piJZbt5+)sm) zmN>f-ifTc2#aPWC9Y*89NSzZ;5rV3sN%bF<&S%Z?(Kuy??tK4RqyMO8Yl;3tPI08k zbNKm3`j3ff7la0+2@OaXEMwW(d;iNNHADlloT+m)AS+*En$dvZ(r+n=6?Qwi5D~VZ z1K}Jj4@T`>q6_gULavk9_;#OkMab_a{p*U5K^r-NlZudcIYOO-yHtOXulj#R5%POn zgJSZ1n26qqyj{MtN<+t7C>_UJ%kpdZ00}Gg4}l*2alNOe4!TP{W1S< zXhEKTR>t_#tJAa~$BJMIdiVdP{zKaF^dGdQGwN9D1Z2&$Vh!f%Jx-SypTACk&x6!7 z&4;0vhc_8Hi+NLfdyL4Q6$>*@Mv!K}E#Lg|gEV7(D)Hn$+xD!+~CVy7k4gZEoz!rRP|tsafn;oYTA2EOst>^(6g{Lm06+0_c_6 zpC&dl#7@moE#VwyC!-}iP<}APc$tf`Rt!Uls-P7csz!B4OvCiN$kl>;nfj}Ht^c7f ztlyizOSx$9TFqH1m3RhmWWsLQ8CX3k2d5OZM+*0DZ%hP9xn*E|BD3}YH>EPiCuh(Z z24#=eMl*f#v{2p6#WI;S=rbc>`(Uv=Pvo|*m1W9)?`g1W%1(G}7~=b{oA^W~=j7dj zfqhG9`kPiCVNf)0rsmE5VGs4)<<<9>U0v!^{{tGp%otXN)2^z_LD%snLb&0tVdPrJ znnhvMpy3Omc4lNs7+*Zm9Ob&1kjz9SwwV1RMEe!7s@+yU_q1S!OkVV~N&(}+7;)4L zOyvGj$K6kuYVz7;rv)K|zmGtJpN2KsNZDxxl*)_5!{}^bt23>@xX$@+G|ArjlQ3`f zd&4#7$bN5lt@bu9@Z8G9{C-kh;PDBk!Tm>1vl6-0G=xD`X`t+{ZuhOk<__+;9coP( znT4n1m&jN|#+2XSs-NjtvDRtl#a`ZYhPgbgfHam_J7@KM z9zCV~Vj}mkHGMJ&XM0(n4BRjyWZ#^~{h=g@R~klffgK&8^NMVXc?~YI#Oy|5d)2QC z8?CBww~T%;nxAtqqE+AiLt|BY7mY$9Sl6|L*@NoA$AVK`SJXwI(_8tt6l(QV0iuhQ zLe`fSgJBULgaW~_*uz9f8WrSDPF{drPLjr^28Rz>tCIh#0>M!sjBz0S#ufzzOWIhbe^jwf z!Pt<0ntK`VVrf5peqXR+$faYI-MescstbpZAC#*WsIB5HLE`~Y3gWFN4u&0 z>@mUEC{+Ek^8}@x;QZp_&+!P~FEAJo2wupp7;9NAqvgaz1ZGNM!%6<)XvyDdPL9~m zIW?vTHeHxVQHF<#VEOP5qOot$eN(2a@sy6fq*1UcTJlZ}aTqo^CCP$W`EEfxlKG3# zls#rnOwHx2_!D*XB3iP)<^-^e^Eqb(J*Bn&ZsBoV%UbhWmTHktq{#Em1})N`BK-ov zanjKXDRL9NG_%y)A4o=UEQwhg@Uw8pq_--Fi6AEz2=1z;2DBbt6#)BKBc2%jjB&!O}mOIEkI| zymPCja?QY?|LMuOz05`bo2-%zHFHE>?%w~UX7=8v;(d6VoR5}$G3o|{mnT_xaYIw> z>N)dziXBoUdd>?cL3_x3Ru`v-8;2A14bzA1wZC_594>RO3={98>`ze0zJF%Dd=XLo zJ6htKic)WH)P`W#6~W|T^?pdJ(ws;ky5Y{gkrhIE@oy-?>A=ED&ig14vV>@j6h13~ zkVS2|{&dQG1%^j%Tvj#*;nj?Xc=nfXYafbD+*cs zSDb@LUPOpBA(2kA>`6gX=({- z2`eOy`A}G%j(bjt7DN2#r?y6d-S{CW5KIgn~It60C*3|~g zbGTxnS7Q#0mb_W>71rH(_&CY&M*|OhmDB&Bj8Ga0>?tD( zk#d=FAQpq=*qCCu`)BfxCMSR^7x-GKfXi65lOy)|(q>fzV^MHKwP-k}S|yz|U$fYv zQa`{#i&7vOyRKNTc_y29S(+GK4DO|Gl*TivrP1X(p6)n_3mE`y!~_t{SuEwB)}DxM zxlLy@mCnp_$^^`J}BZD0z+rT$Fwr zR}nj3#sn>u)fC|(KqPh{PNS0G;wEtx_Oq}`Dn`Ci$7ChR3q@cSCcn zpUB4h=g?g7xPJl7o$$D<%&_x(XioN19tHvR?=xAY!0BFVWn59$U44YjM3l%-O(Qlhx+xQUtQ2?q+f>d|jv1 z3UW`ScCuKBuv>)fwKMDHK=4s@6(zwLG9pgHsvPN`MOvE`J3JE0=_ruTC3&?6A?`}0 z9!w^H+sg!X)7o5`2ff3cRV#-_`lpYUJ=n5G0yBIY8T1;pXpI(QnCMBXR!;38cta8{ z2)3`#F7s8!F3A)o`NxtRGtZ!n3>jbTQO)7J%$^#q%ITPGdQBhg&5YbR5{rMCG%2E! zm+UAL$+KmTXI}a+74p-2Py0zvI}X+XuwL18s)KoyZVteO2=$E0(PdhQauaYx5+dM$ zSx-0;J4;%E@)Mva){Z0V#{dH$JNox_@MoA(d+!NK%w`qC;0oNv7qepANcz> zfWIH99N>RD{N>)N@OSG_;O|dpi#_n;eCm$>P9LuS{)7MiE%2X69{$(kzxB5m{3q^4 z&ma8-@OLft`~2(oAN=?4fdB6JcYwdzn+^UGcc_0F^#$;EPk!Wk{Fn6~`1?12zaty| z9pEo}w!wem?)3c9FMz*e75wru{{w&j2JrWz1^*84_xBou|8fQYo&N>!H({dw%l;4i z{TsmFk-}O2uc!ZhHpAdQv5P+cTtECtyg4h!uW>~_7H$=ZvN6M%o`+R_dEoI*z%goX ziQ1?gxi5ZsPWXw;x?7NTTtJM=@`Z_-!%(<}M9kj#Gfe9`SARG(T=z*PEPec9k~cYT zki6O%N=;#MBmO@U2A?YhQc2BIa(i()q8QwD@Hw#X4+tY7CAAr~NP3KuM-`~5|3uf5rR*6VlS`>9 z?)@hHnjSx?>oH0-WcHk0wXG7J4O6?x0Ww_q2_=Ql}DBSKfIj@d{ou-_!B}PvN+=s zjY?%&QB!e=;u4I@49UP7onTPWxM6Iq#=0~@20~GZCV|ZFIW^iv`>VBdQ@hhez@?ag zCMe40hC8-ZUyQV{!`#YJ#1q6m|5d{0i{AyHndLf4OGuTZpLinuJc`X4%iR}UWOSlp@K#%#5H0yu2sqD zW;IQj~Vh zNr21ufB>L&W6u#8IFB79^O_egnDL_iqY&F}_L_<1fmy|Af+&z?7CWvtggvCmWm9InDnA&*KF z`y!9>PWZz350cKycw!evZ8k3-6)y??&Bw=%TwRgzsDmHiPUE|6zU*ESy@80khSMvr z99LVJ787#5Bg7LFJUcRZyK;H#Y1h`J+g4u2>dQ?46V zS2=zgX{N0B3_!ceKQ%G#OuV4beIkh&*jZd%mXTIv$;sbW=^^sZIiF!F6bZs%rR4D? z8i;#|vaTX4URfmXg|ic*PIO+9j}p^!)4n<4U?5pOGn@xM4bDx6Z;=0K0tXdY6G+76LCxc*Mc7U6Oi1v)e`I|^GLBcAmDr89J=Q7ULHJy ziC0*B9QF4b4{-xW46#AH%XkRRrxUWXPnw+%8AutK;-F9ZL=v#Au*P>uI^*l`V~^n` z*WPnY*th)nNZzW5{V!|$zpT9XLiUR!b<2&8?{H>M63k0ZiTbk4`2Y_^uqN&r7xM*g zPbb5MDa3B;YHD!GQbl9yJ%>7`-e5*LVcDJ4RKk(*Z^Dv2Z>A<-6VD*WU*pJ#X9#t3 z{KNPT5<03ppBg_uXZzIn{yDfv1Rcp(7)e-;Z=XEwt&Mov`YYpA8^u8}(iPk!4%p$= zD%@C}jy+k4E3_``oR>7WPev3)s`+R1e2#!|H4xXti*ftcI1o0Lm&?GjJNu0TnKi0u zXLcNj`Y2pjWVWeYk4xX~JTAX1E@ZDA1Ma(~_yJz7>SZimwP5XX-1gr3UdH;}i&uF$ zS$M@=Lb6`HlAdJnhm3E@&#dkixgp7zeH2<`vI?gpa%48Ji9U=Q%f^%W&H7WXYKz(< zCAkrvzae}go{Wxf_bu^H@+}#aGk$$+I9?eoPsKL3Y={jDO}x=xzZZzd!{E&rJcUk3 zW|eAjevtgtd9YG!h=fP!w*7U+g9D}zCoHpDFI3nayt@MTP{|jo4b_jBSc?zA#JW*w zklx-SkXUcw2Pr2QXe_@2-Y$*26Bti#A3;gA+rg>G|;-Xc`SszxkY)Zh_(#W^YwOB2o;2bM) zA&FJyTly706K7XbsLm8ZB9_-uC>T4(In@-HOaX-Y{903>iUJK*)1%^iX38`~?Iv+i zqF7C=$jLLseD;*OiR!ZMYrX=s>D(2Dk5)8*UEWR(22AftETVR#3IfGB=SiHQB4;us(1AJJhbuCms zuY@fZ`4A7n-i^NB^?9?)o=;WlG$Al;G!f5lN)j4i7hsfrq6S zcZI0+6RkjObcoo1iPkt@v#gqUDfL__^sSh9?igW+bCn@h5DOc?Ij>nWsk> z1Bh8&EEiR+lrL`sKGG!*BZ#S0M~ns|?q%D})V};YL&C$WkldYrZ#)uq$@OWEIL}XAGLjDwWBm z&`w^c)#Ea`6E>?AHml`0r0WD@!Dsu$*chivtc@O*T`cFx)Qod6#!O$D3Q?)FVf+r< z7@5jD7=P0ke;ZGmn@ji94&%@8joB{7jn1!nHbC_+yR@VUo=M@giv`ue1E7 zoX+wanJjtNEm`flni^?J{-Fw9ehaE#yu6-Jsako|v?jO0ewGw5qzsS&oGf6RqC~MM zFfin;1-cN4`ICiz)|OIMO1cidN;qyM+e9g#vDCYcqi;lsm%e>sd}|5KXQkBi?IM)Y zZ=#l1_NlTYL|OaXKWntlKYY2YhJ5?v_B2=z%SwiSSP?$9n$}<*_`vc_`M}~dEN>M} zM8H|;vuaE%)NqJ~1}2NbK4;aO-3mb^97^VP=k{6OdtolA$-dDO2Kq=spo6x;b9-X|5Z3z)w}f8k$zYlmn` z$--|n88)bP*`O$c2fi!sJp3o}f1zbFc%T-vcsx+6bpD~xIg$SfXEaH7T-w@ewyke^ zE4SmVA>@Es-}Lm5aYKCJ_56Oi>8XNo1-^=>?T)5Z{$S%fLwyw;XnbOUhN2RBWkj9+ zHSq~qy%kGEBL6pUYxl5e;zVvw8Wj(X!lvP8f6?!3`&?8vUFr=gep~9h#MFl;b%j>d zfp)gu`Cadt()QOh`i18#;iW2BKC)6IEBBHu#1ye|gaN%1ALAhzk|WUmLx7P0^i=LgQd~#j1>{AmL{Pt20KH`G46^RS()yPi-Z_%=kOkD7v zQbmXh)*=!YoLvMmLt)6Rn=oRll$Af0ppcus*6hDzkAA~`nm+_yxb|-u<03U8-X^#f zIei{_`8g%dOYU72cU8_)a%Y#<#ig6)vFbXf!FkAh@m)jtJLKa0RG%3MZ0S%{enKAg z3(pRKdE+ewhCwB(dKsFRN+mKVrm%lE#Zum!!a`w64Y#%CR={eIfmY4*#DPAWYM3?> zg}>@yUc9$U7jFtt#wSmjPktbu%r&177|Pc1O&@4Lk8W4-`ydbzn>0X&V5VF zEvh6O-3!_ew;pFD<_0;4u!!&fdXIchJZ%1>`b!q{itA+IsW;1{(X8Q8{mdJe$m{gH zah(?Lciy>8!qd(5VTh+af?KT=7zAEC#yi$4W-e<ksN@lD8ngvGUKvKR=WNY!cM7#Ho;|{cM}Hkh{T}7 zQOSyUgCP9pW?b-#sU4~@6q-7UoMy4YRmN{AjU;Xf$~0Ka7vK7Ud?DO)z5dGJruVQF)#CkflUhq*rTuQAtwetP_mv-_@p-V)yt>Nxa!U}?h}+tXsep(;$<|BlDFEa znJkYnjw}%(P>*4=+efxkBd-*_tH8Sp$He3BG0{+ zq6iOrQG~KW5iVI2(R?W5X;{gzz9N$xR3hZy;*leFol66EUBT#h=9xHggdJ#vLsi>y z<7FX77BOT7X1uZ;g4UGZ0q>~deGv*7E)^ssiKl?LyhdQ%wP4Yl$^}0c|$F^PwIpxJ11B3pEI2j_rXfM z7GI8Zv)}icy-y6wz2DC9-cBuX#-D`B>E_R<(ODiYOi!4|i|L{?im)JkU>k;iA(xm? zs$8j2MBpf(=l|+r*YF<}+_;&rs)0YKJ`iD7tsypZpylG!&2PWyh=Kk$UpOS;gwro){?Z+VnixbaEoL^0V0zE{xZLN&Y2~;NL6o=v`KU^XmzJFiv zAlX(cs2hASb>}}#XBo~{#pmoBjgw&~ad|-6hFMabKG4+O!_2ZX5}!}f>&t0e;6q+) zl;R+S`5&>(^HZ$&9B{SP31~4m5qFk2NA<*KF}al&PuMWwDd#VbuvE7tmlBD6`1VQy zSlS|Lv>#onOB}+4N8fNRng4K~wc^3j%ESZ9=!5LMGf$q#F;Deo9^Mg@VK{VLB=Hla zUoXVH!fTPDiJxqwcyF}cS*;%n^TGaRNnniS?lO%Y$YPF7dDIWO~)2G;w| z@%xyZ(J>c{MV;X`l2#7~IyBmsnB~Z<+2%}6H_I$Qv)^!=eK50G;Mi@m|Cl4qKH@jc z?p$bkug!vvRf3B4&hTPE#oXz`=$f4WaIkm&L*-)U(ch;quvkHPdtkD^xa*K0P8j39n#rZ%XbSTJ#Vap(3cy6{J zCjmoe(2tTa`u>;YlL8Saog4uL zM)@3rc?IS)vwd6YeB}*v4+Ra>mN;Km4{oV79Qx^? zd_K`D)rSy2OO@(Fh~WllwAF_Y*QHAJA;dKARlkIom3rGBAznzm?T-*k-M8`CWb{~W zu>YbgD`tEh0=UbH8Zji-ibj`dG*|rh)n+Y8G?K`_;RVI`Rq<))7Ff>{7X^fYs>B?U z$JDPX)x)KRnR{7=jLzu#-z4()TSrw`ZpAbi(UiJpl5{1|J9$@sY1WPqr=NHC8lqMh zvWUdXi};Ty%b&bf;LD>^9AcL&e76o+pZzb@{@2(4XYF6zU;CYFvf978Z~KBSH`QDs z|A7qx0~uivCTx#K1rZp<*!Fj>ycZs{mADzg0;{wtJTu>nB{CsF&nS{)JhCOS_)HZaWQHNzFbUt{2kBo~R(*@9Ilo#+ z8fTuHDkv0`2Jz|jJ4HXDoFdZVmGisdvT#l0AM~t#?%L7?MVMLDmhR?G7S2)swrtaW zPy`X;L9OpHD%!Oo@VSj2;8P;JhBL7nTuPQ5yu;q8KWxHg@MBV@i8V>jB1w{)mSvf` zfxQuXE3;sMYRWcQV|qISmR#Qb7gDVa7QQXYF~D~u!{h%5zVCVPN$$viI+I4!j)sRj z3G7yrB})!EBk3!wmtzL(;QAv@U7QUrk#A2*h*J!gT=LDKN4flQh#S$c##xy!l(s+8 zh&lL-rAsX(xfGil?1RKQ@Xsyc>lfEIQH{VR|8~z01H)Is`U!9jaXp;ZIEM`$K3VPw zxA(^juMJJZCv0i9IxYJ~`Z|$hf%WAgbxK$XD(jXqvJDrStYzi6dwN;Rloz`!_|c+Z z40EG89;#7I^1FH4js_Wm50Adi%xeY0ktRq>1aNl+aP^BXM4rvqC1c>{s0^S4ir^n8 z7Y4iBqzO}%*>NVT%eyz{rMsKa{#|bS#Zo}qe}WGczKro}zfA5-PdYf?VQ%##!${|Q zeBVaV%ss+gm*4qADK9Kc&zPCiHyG(f&lC)7uJ$%soIUo1N7w!1?3ezzv$fy=&{kb!yl za#D1|KIxy|29|pJ;jB#kH7FAYg5ps@yjIh-^p*^)KSoVAoN*#0RwEYhESoS55 zl|5qEgXDwh%!7>U63Iol`wWD(q#cytfQ{74&riqBIYMXi)y~&*SWLxFj>cyLOhyI8ilf>CY&iJckFr8hLAxAz-=6dMz z#yk5_>GJk8vkn)|_wUYQ{Af`ge@%^Wd_eg%k-zpf9SFLY*IDid_bC|N1{B?u?<_BNMOO5~)4dI$nvTZ!j{wh9UJuuyDOp)ncj&x>YGAI+-n~Dv-iNK?Y>~B9ttf ztDI9!RYh)90Rt6LrtSoB#@D@3=FSg^{Ig|ztJ)$fL{YP^&?oF<*+!GxFQr3Q6(P<` zwQ~C>vVHTP%qfXG7E^;$&QjU3^|vaA&g@UYtZV<<`l(pE@2--j3>nS1x z6w!tNJO6#Q09 zZbx*?#MEl%C*RX*Z&w$4aok@HlG?-^7z8vt_lqzG1~3Pv7l8fhugu7n>FVn%rI}nO ze4-eH6U$W)+G80asIzOGLrJksKX$L)Iz>B71&uWeVmCT^Dv$-S;nEj-fbAI3!7D<{xflCHe_##ty22z`#Ao|8OaeA3c=dP8# zwY854w~&)MF}23o_by?^#8l3Ao00Aax1&v6`E&JaSh(-m1C{GTs`;Jh^VGq8Ycasf24#$vL%7 zh5U-z=TxVQpHuDJ!ZA8+k8GkEY+2RL1h=5&6uO_6W_(`iB*_iwEyvC&b%wg17d!93 zgVIis^P2gUf9a#r8>}ow+w_jRGX9KW1B02^eG~s_$!+4EH=M9XIf6r?9{bb( zaj&8}cTRR$-kXoLqJvy_;T7U7OuE}iaPT_khu_UO6Do84Ek4+^?`!_KAb`27)Y*Kg zpaNfXtU6=aAVC;v^89lPoDKIfr^JbxLR@H;Wij`Wy;;J4^jM4wEPI4RYsC&G*<{*& z#_YHrQK=CKA4KASbf9IQh4=}Xv^%3kjuNY&A8^pYS$xqYrmmn-J}TotgoFz6T=jQx zyEV?m;6T83?Uk}>r(T%5U`sMY1JVeIiUId>Y*pv*>ec!RK|slJ6*_~D{48H&eghlhp-)>L33F>`KsHKKD;Wu zlKy!1AH)CjXQ)oiXid7Ngg`2yvh^ophy%a%pYSXJsFYhnq1x*XR#I?lD5+;TA4NIO63dv4efEdbrjb zw%A1#Z4E%=(mL64=3y^k=c!$u!q2dgtaRf|=7ElIm+_Seg0l7w>cV?NYz(1vY=k$Q zj8Y?~$Nj5Wx+_j{K?3=}EdJ9gg|%fFPNnDL<&#`_Rnut~=ft-13(R3xf&EVr^ZQ%+TQsd#dFyQ8He^pNNQ9DQ8*ko^$F%|og_gN* zKuA+(LD|bU{o1uaxFHNd%YIVGA_|6N9d|+1i@owro}>%0V9TK#LKM%WP7j#Sp+# zf>JCt%~@iK0NA`*DN>bDL>`<|rA4YJQlmuG9;4 z_)A%d+Ml9Rw@a70!d+P^wK!GU`L~?ps@35s%wZF@#$!v_8NUigg?Bj=dYhFv{rQK$ zb^K;{icI-k;R8jl54OgV{2vP!iz~rCsKDaea0<_k>byD?`;$ zyFjAV59c=n1wY!#$F0PzjeNrRdpufJ5cN%x_%=C)=kTp7hKj8{MDMi}b|oC0p@JQ% zjecFesm$wOZ~sVV;q9n45<`-hPK+%NhT($kTT+QLf-k(LwGs%YpQ-B^*Ma89LAXvF z%xOK(I9oQetdWDNq-uLF=jaPj859xr^aC@igl%{09Mg5aRQY46G6RjB;iRmX-uts) zI4m7_DOot?FM8DA6uBd!{3Q+gZ-7HJ@E=s@NjS{4-nNdoTj{ROo3X!T6*Aj8_?vn4 z+m-Liq#B~yZRX$~+z0l55+cyk-S#0*`|$GnqLSH_Q)E@+&>>mWv{OTRQ8TZYg-xdG zo{@jzN_u`Mb^h4~}UFd<%v%DbIQ{s&%>m8A$KsJc}Ar?>7; zcS6hac%+qEgxllc@j#?(-OMwHmy)BL%GQ&^Wtf(^+p;gCiR=FmA$H61l|N^hNOPi- zt-MvvCd^C-g3+PB>{y5<7vahZEJixqOnG@j3lpnFxT#cguP4X@Y>u-!lmKIm>uK zz`LE{mwJOPxdL0gi?& z4emVJFp$-B^IGA8=}W_AMFZz_=@*ZGRfNSJ(E7eA>1us96i7_Jn+E=%4ctww%9qZQ zKibIx#h(6$%wEHmyX|#_)_gEE%b1x_pGY zG6_8b8h*V6?Cr@o*;gQToOcYz96iHujE)nk`@*AmWu;X2L$|uuQQ=afxSwIybe=ox zeu1uOhTXvoD)6;*;9+MSv4_L%NQLe5w+9?{Q}4+fc4cB1wJQfR?4FHEuYXR>J*16> zlroZuI(9y55QVq$K$%AuffPBA464h?#de`9;hI5+8&=4(4(Z{Y+UghqA|>DFD$Ptkl4Ari6(dTV3>P>Z^6PBy)CrBiX6!J67vgQ<)Q zf85?2AXYWsF@5w);y=hf09`oOnFkA5(m727cW3`sQ%paopa&}i9 zg&1s`@_CfcjeUuv8mHz5fg(0Eqor6r`Ja38f+xs%-0aemObA+z^h8^c?6LMfrScTn zCD{2ly4=OCq|nzrQ|46U#I9(N7fTE*nRZptwjnt~(c%~W1ZQ=1iO&CrXt1y& z`7xZod<@MK%=)M%r6ZBTK0mSZ;djY0hP|zFTQuH)%`K>&0Tr#KS5?HxhQ-!&V*0zR zn#up#+}qE0dY8Vie<7wndpZd_*#9`m4DojdF|)pB$q;XUOBLhkM`ljUK)KtA`8Qhp zR*FXxqd)nREa~&NanTM>EpS#6O67HU3fYx*)nS4+`*e6^(*Pa*-=FVchj&bo4zJy` zhaG-Ii?>mn4v#h+9+A=E4U%TYrSJuNeen)&xNU$A|LSLZ*x>?&_>DLBu)|MH7JU7L z;&eFhN2TzWxp)+QOL9}X9sWka7w_;}w+_(ZWk21+4j-rxZ+>GBJG?P09sWJV>F_Cw zwZkWJ@jASPT>!7c^~1k-hqp8i(BZB{d)VP46yncb-@^{STOl3(E5+&XS%1(DpUuVV zaFSgJuft8lzIca|^9Shgi$B@J4xgkDkKEG^Z!MP&Kl7S)_=?|ahrh+s$g9lk67 zi+6bMfja#5eS6s93WfM!AQmD2g{5@97Jv0s?Qp~Iw8L|`cpd%{+eIFQe~KCWi%RJ) z-7)}$|NY}V?C^P$ghXEj;yvo{{#yLKSG2=-{8l^M#>MOK(Ii^erQv?(8clv|XV{n1 z6@E#rf9Z80R(v!wvn~{izF8MC<$CMFuKw1Ad|BnK3;A85*1zm^q0fnao zV`cuA)oLRvd|6y5NPQ;6KixC{s^e^owXtS;*O_0hYo^NMMCTa-3Pn3t4d&J-7NN+9 zb}m8EX?0vP?CfjjPMlN_8)=7zPMkC^Ii#E2Wj5_yS^2&p?Ww*NBvE5)i^V?4vbdf*Qq6Y_xGk$e@(knH8WWfCZ-lSZD%O5jccNF74^C(4!S5lFWr=) z*xk;|L~$Bl5Ng}K9%(_e{YAVOr^w3SA1{KLu5v-NkbSR<0lcd`(~HrC4;KcywA%Tz z6v*1;P8O~_9eI@gmxfOh$T*{3^5{{emB9a6iR_d2$Nwq*dGtrw{1c$KbAk&%ntxK? zuT-?B`Axqc(&zhu;WK_4Yn?SOd=Y-R{bjFzuqnt{>wIU|SJW8ulO?!%MP2s4?6}p`s`z6EPQ0SdP2Ck9 z`5~-u!&; zD;__x;!u9vxnWoQoEkr8-;+Jw#9rX6(6YOd*U!A_wb!mN!~eT%PvFg%p9onCh~ETm zU+^U2GJr#m^T0O*^r-{5Nwzya zu?yN{49{@sWowY_l?+1fqse~FZT?2D9_n53+jA49{2R2}wya)!J7tzrvzq$Sbp7$?zblzx57*9Z)y zdtP2?xP6U>gD>2^(s0?Hmsc7#?0NZ3+W$Q-uQc5L>>&D&9)rSb#fMlnK4x)o0$GtB zUK0QCW$*n8pC8wdeI^z7{E;HxK4%q)PM^rXaX0UG^m(6M|24aL|ME{=_y%bIid~iG zn5hwu_`zoP5nyBGGkP!7?LHuVUnKX#^d7a4$fFJ7B{js7G^}|~Yuu<9Ws`xG&yatZ zqkKqD%-$eJ=5!w&%k(4Vw2_$!kgwL!0SK{K}gsqzYUmX|viv$$^1str( z+pV%Li6c^HD$)B?Y`Ox|oqt4GJQsD>4YLSj%H;mSERGfZb=))XgByQl!gJjqG^BMW zYOOSMN%zjxxuhr^Gr`DcZ@xP#z_x(1b5%0wdH{2hpnScKuRU2V*ED=hD+10`R_(6C zulxO?Uf;9Hpew!Zh319McW!*v#i+a=x}gR5Vm+SZpWW5(@fPz&H6^o;x1fL5=3W z1^wt_Rl)%*{y$)Z`PF@=$Sz`oC1}}m8Eu&5iCkurGJpG>!syI-6|5OFni}=k28E;= z!bLSuKfE)Ct%1n_c0Anuo<0H8NMd?IssQ*{lm*!=AQr&h*ZC9nCv}Y~&KQ0szP2W7 zKd8ZqyXW25`QPxT_Jyjv9-umiH)=IkHgQOgC$OL9!d^^|d%_H21{VMsoL|OK>`k%X~O&vd!Irj^acS*l~$49YK{bXuZTkDLK)^;^M zG(WXxpG%Do7;`>Hr%k>5mLZX?=(##%OZ7#_rXoXFLpO>v{T646 z?&!f+w1K#SE|Y3Yo=1qIhz+&kmlN|bEIP5FAVxOGhJv2GqZ7+w`BuD)b4cU!$ZayL za$;%h6tAl1dVq&5?U%HLFG+TlwEu%{-mk|IOJSAxkO;?ZPW(1b(u+Wq)-g)7i}=O< zZlZNS9)W@OTJ5h-`m-uKc%B-0wjqhr8AOnhFr^1m!R6$(x&*@r}5iGx%if7 zz)ewZ{ao)??7+@R()4;D0Q@!1SoRvEv~LL+i|prGLq)*E2h#sFofs1wBx6puErb!! z4=|uh9(V!XAx|ddM=G5U6pcz-K1_Q92nU;XFz@Z;obUpxtPaQdSMl`dInDdzfL;*& z)nKhRKpZ<{;JIE~1lOHYig-8`O5%0G_%Lz-w`I;Wdnyv2O4yPs;X^4~pvnjIQ!$`) zpF#kJ$P4ak`yvriffgs<{=Jtv>lCVcsX+G zcI4oE-@=WQs+1(4zvoAY!v!`CJ8hV+c@cNmsp^G;N{Fj*-uoRfJob}%b%d09dD}lk1rnR{}1(G@3ykP1iYq203 zP3Wdn#Dud1!U=kxks!1PZq9MN=%|HP#i}u>AR=}u7{08kAT}z>4WmEGih8BIl=It1 zM&qQ&G|zZXvM}>oYc_vWzPsXahiYzTY4FfwIU?{RsolmGp7A4Fh$i%r6LQm`kF4*6 zoODh!ADul26{F{qdOtSpMeQLR1;kL(%fS5^ZTf>-c)CMKW_e6E+{fBI_qW?8mIg16 z9>&5ueIM_2zk@YE=KHVqy8mIX`@MRVpP2dHtUtGg>Oj=X^@Q++7&^M`iqtKyw!ZGS z^49kd_(QA-zlACC3oXq~vXk>J&2Ch+sNyv;00c5T z*gW!>^-f~+vv;tI@hFy$)C>2Atap-yd#AbqII{v7@sYkIBm#@%whkc=rsOK%{mh;W zlag64tw^2lGTiFel<%$p2{D+RkAZ~&d3ugNCub&$J?lu4B}IIb$>H&+Abypk-Q5Rg zWLy_EffNh#^Ap7=xz~OL%*spXyh@&R?*M##nb`;Mt=SH}sEdls5c}Eyu6Z+a-6e1H zxONcCQJ=o0xR9a%k&9lIy3=km%k<(%(=Ek0zUF;JW=k3wGSuZv*iey}bfv6atDN_+ zD9N&S`|;V!-mWerCNi)~;=k0{JWrj?pEFC|hpT1(Q>lgo5|3?ut8;qc>|{Qseb%|o z^V4ZGQI`uFVjS>Qd|>5$B=a-=(WRr#h=G;lm82$W>b%#=+tzr-vGreWye0S8`a^h< zhiBc(@gX^nTq*n`kR}UX_%faic4y|J6+Du}o-8B2;0k+F08%(h9?k`MlR+sVI~#q? zuV`zt0#?&4CL-cwD{<4fD&LY}u*zY+C96(5s=ns5GwX+y4v!t$lizq|PW^%O2Ip7( zB=$N_V)>0{ zw}0vI`aiLTL|DA&g!Ebc&#o%FHrNxE&=0#nr~d5tU-mZm+|%#MW(2weR7_8cw&o0( zJ#=wy&!`h%;j2PrH|*>CLA%9{p74=a86F2E5-7Bedjf@uBlfkNsP*^ke2}i{U4qW4 zqd$TjX9|fD+9g)0Y|ET8Wr_$|iJ`|c2_U+fl0h?c|ooldjbq<{X0Z|`x zFU)8Q#BIw-uj7VKG>-bGKUND2}^|-hh3wv-Xki}x#J@c8|v?x5zn+3 zpVul;axiU_7=d>0xHi>#@{4xDy%U}w$SYXU8Xd>h6*|P<#MiiVLOXV^am+-7$kmmG zZ2HSlZv>_?;7;Fkiwro9G^k8W7TZ$$LTpQVSkLl1WgM|-TZL-zj5GiH$>eg{%AtSb zWF$_$9zT|K&J|d9LIef>DyIOC+6Dj17cwquFg)NNL*{hMQ4AfsaPLp@J#&=HPiB02 z_NbsUW;*t$N;_N~xwXAix+Qix&5ujOWSfka>a6h+9E3$`@t0)0ELh?JiRkk!SVrXn z<-u=J_M*>Gq^KI2RDxXMqlxVX9f$Z}W6M8mfP-a7ZEzC{_^3CJrR5znTF?^~Pn*)<0yT*bM<442lob4sQOl znZ}McJqfpUh8y9aJ>m4ug9T&vQlVh$!Ju!!?e187o+Dke*?hy+6q!*AWVeO z58N*Pl10ZJj=mEVrUDP90^fq0Asut%aHcVLLabbuEPRFUB8kfih*dW8*CCcMTx$pk zGx#>*Lav;7G)fn9?#9NlW9tKr^O$oF=84R?-#~B3sPAjk7qwSrJgMS|4Bb^F5gT;Qmts-E;)6O&MS@-NyDS`f zLn%0jq4dupq3aWW%o>X(c3^O0@poE56BQUa9TX9GzoEnYL$mO9?m(wNooAAvEOU_arB5bVI>-UR#n zqX7x_3bURu}A=u+1KyqaH zv##p!px?LP0YkhM2wC=ln1z#t_t0pC{ZiPjES3b;;YC-)!w)hUJSZ{oF&=AvbeA~J~v&R|I~^Bp1Fj3aszF8X1La2g+$ zEqZF4F_kX$4)cl*YPh`}?L)l}f3?Tdn_no%pZ@zjrrsG^!TwaBayZ~yKvcWPy#0{) zkK7<5Mk)3V-~C52@5Y<6hR_Yvmpz0ol_zk%Az6^D1-YSCT8}8bz`oE6hM4&d#~wUB z2}RJ{v*=X%4E%lAo^IG|F>JOhny6e>$-aIW>iq*Bh*fpK<;|1)-*! z37u;}$;t_Bn^LDCZJunnAMt6NE0o#h(rQTW35l!J9QWaNXtxUfSS2DNDEYrtb)Jvt8ShV_W2kC1DOK&0Uu5;m z(-H=wW-Rnezb*qTmNQ=)Cd-+791&J!_iW+fYmUQaWKI=#FV0|=HK<9*DJ!5XWhhOs zvjsrafh^8#CTP-E&gv&h0B>D1Z$+OMQgM}3TrJy-x^5JU+}>nkF^bivlZBG(A{Jwx z4U%ZY*E|)dFd7JXiwTZtWK~NF2w9`T*^Md0y!CTM%yhF7Izd-5St}vZq2Xz1M+nF7 z@WSzZ3tt5eC-R_6YqN@(;4XtQk=lQ0h>_!r^h%pW)Uo|6q6+(Id(Mr{dZu}`GTQkY zhC&aQ5G`|A`g7=gAg8|2jd@NKzRm%5qGulTFEN)qLDY9pj3U3LafvHYBf+gti18pZ z>N{C@=iWG1Cky|_TsXHUr_Cv(T~#)+?GL{lw}pl=LBJ@OAj0jQ1)@go?ff6WscL~} z$)OoG9Ig2Ddn7#Ev+c!h5K}{Vl{ptD+=vT6$lj_cp`-CwTLf!sV)`QTfk-lau~Kl4 zw}w6_CO1Q?RaWF{CKMbnm{*9UFJ*>!S8_JY=>;nm!pCJ1%6ei6*}E04FaYuha3|Ba^X_CLTOwccufv zua)||dbEOLG5k=$&q65IZM!YcQQKj!Ji+vzSd7H%@BBi%F~EmQh0ZWh*=(Xl5E=otCOhCK zkqTVM3spbvQsIm02y3k(r#PySR$~N@0h6X_i+S^VoO~V^vxu1Af(#_|*_-dl<|^T+ zmOo+6-!=0oryXgUN1Wg363nQEjN1&Y*uCt2L=2F;eY$)Mw~Dr zWuMnik0ws~;T%!(iPUFIuZ!3gW21w7k<$(eH*bg?*3>X2cNY7+K{bP|BhQhVmK_oO z!6;ubUzAjRIvF|BYel!1Jjq` zuEmi)eD`2C*)x(&+lTmCHY23|KZ&0CKTV6CC-MdF>Ft^f(Nis-Ws9EQU`*>@^!)sJ z>e-FxInjuoqi2ffX%-In59H5RPXCYO&mV65ugIUgzPDb|Bda~y_ z;elG=fnw*kQ~K}#Lzp++^U0|#3}5_TVfd4&?f(nIKZAHQ48MY3%J5HfhPg0&oiKd8 zbhgfP_VLMmI=jhq_AZJvZ66vt1CuFp8dKSM2tdv6B)e(vaGGW-8x|ret+c2N*%zu9 zIt)fL5IdOjMg)0k4n*J2y#0rHE1LpNyS%00DjE(tD`s&g z2&r}v5)OL!Sa_om{XysR`{b8By-2L@zS~YE6}Hh^k-e#uAN^~dC>c41fxEga_!b&#n$oEa@5(nufC$IjiO-^q8!SZLM_*x#!^Jvc) z#z9n!Q9b+0uPf!3c-clBm`6HOo1(6zOHHYM<1ENKA2*h!?ZMcYDFBW)0Ek*&;yke| z%^?k`I!aP?44q9KWz=zcBW=cJr)uf>cB&hT&c@TXU9^CPN~YL*_%KydgNIwYo`FP~ z)_p4DH>1})$w?pAw|2k9`4qB#D2>=JK%GXXA}rO$+GHy)D2iwIay~g-)LLK5pZS>r z;G1ax#-;$^G}zn63D=|mKqocKJ^}!`Z={A~;emOqw~~c^bJ@#WhM3EzLp0=(_|G5d z(jy^Fi$4F#y(0YY9j7Yytxt$1o~h5n=GEWAxnRcsqQP@>w%kmU8~x|{H+oK(vfOf= zj?~zzJEF21Ka+zqk9V`fM(p(%m7I=~S^VjCc%mT}i|>v|-p)3%#Fma4%YJy-8#9Zo z@o!jppEjO(Z2gxS=VO^a5Wfhq%&-0?Lqwd2o=q06reC_*F1N;u244yE5>e37E@O0*1(r^YXAUrYv3#e0C)K{$-=V~0DOkz z)&&5EFgzIom(%KaX*K=Ni_eG(h_8^JpVuN0x#Ljwsd9(Q2W2zj$KB9t4LD|j8rxUw zTi2UJs-~Tl;?R1DZ~0#8wUsRVXD&19@{w%E+gp-_o45n7$YnRS=^~+E7U?(Cl-5c?*S|K3ev9lp|G>HT7D61bA9p90j&-a;Y7U zKN({W4;5B?IazpDQsjfjll{VL=ePWuxy!CD$p|r-7sxmzppdi&3eONSAK2)bEtrC~<$jhma8EWTYV zyOyGY<9wO_H<3Yc$siW)B9q9!m}cHZ85yf4ENnEiBMwl_?Xf~Tyfm*p9$u<*-5i!S zm1BE0%3r=UCoxExF>jd$%V#tmO)RaUGH-huE~exGBKgj>NPvc`P%Ij<*H)5bBVu1r z6u~F2q}xSuBhem@|%su8K??`V`K=Z1j|^pYvi5 zdHnPw*1tR;9l#M12=U!^vj$gT$c zwtw6mFaYlG=cc{dU1RPw4|DWM7Px85b!sAa__6XxnOPgZZ)Vm_Lg8DVSj5H4z~WSF zM4UJ~zsrDiw(H*$c#@9CWAu(L`2Z$s>R@Vk&KZg-04ax=sezaK$xE9|z8$5`OF==_ zDn}GeriJwEq5g`~)A@@Z+%DPQZ+(9g+7*_OD#O*{!B~eBZV15HhrQx*cFQ`o!R-i7 z_(#ZoO}rA(%K}g{Cya&_45Qu9)Ad#&A^hPq)rqi7ob($^(J=pS^>WPj^>X^&a+&zc zEqv%}AuE}z8EateI!bS+#$@5Btzd!%O0eIc54VHY1~|Hg^Kax0X;W(~!aFh4j;`@; z5_i@zq~qt0#&}cNkSq*tlQq}P4bk{7H&IJP{Fe?FRO;idVyGl4>zp%=5YMSq%+<~W z_h+Ioj^^Wx<5qWhKgBB$%SuZ-P*$}5axoVHtC*VXgw(gSV@Ql>s}@nvqqewE*AqeC zBHAHw4$-ofP4dDw$y`Yce(ctcp|O+sWU+pt&aFrd*E=32YFQ;EG($Mc5KtnGI$tXR zqDPCQOrr4P86u5GPX-sx+{3jKkJOA5#LfCxm~0i_%>4%axYWGl_AH7xm2#W-zEo&6 z{dE-=F_`Op)Yd)<-yB)7ldlS!p_1GdrRw`6H+?wJO`U9O|O*hB@&IGAz66bzxBp&%!ZGI+P_>RKy|f{ z;lr%6TH5#pe=*mJ8MuaOoMhqe__(cUbx_z?xr+t2EEKAeg;Ec_!>i0?uu)a1JCDOg zMdjn#WZ~;TAQs`;O8c2;{2S{+_Ve-S8>8_nQIr@E`17_Xu0{3d_c8&_Zjk{Zl{Y;$ zx=sd=ucZYuK{Rp9k_&|~&HKDne;Sc2d<|%@W3@vx>4-PFei;@DCFGG4S*g$U_vcJE z&F#LH;ne57-!Ucq`%Chz{g5K5X(w(@KcacC)+lweI_09P)0R4Z@nzvZo=@!!_1RBP z$Vbl8$H13Os~P)REo>x}Mas6!oCMJFiDmy)E>Zg-sb7rZ@Ekq`3O;Now30`rJ74>m zPSX2@NdL+9t(I|X2%n(2r9w@ACs8>0j!R9xW6wx9(_N@$8weMEON1LCPH%rlMuq}u ze;RJa9!S52!x%c_r6DZ3WPuG=^Nz$fG;Cv9&`sd(dFS*9o^w|3~l~+ z3I8YXW|5olpFtgNZ+%wPfs8AMGhhJXs~+bH@5q4z?Z2^(g@*(Ue9vw|Ec zaN4)$=J@=|HNJgR;Q0IrA){}fgu>{K)So;qE&Np;<<7nu`8}gsCT&s6WXCbcbQ|SK zh&kIG?zRA=RD3G@O4T^!Lpq(Gc6!iT6;6(l^ zBh4KaZ9h_m-Hqf|ac?;M95`HmB@3VVr;HbDn#sZ+ZkC@i%bdwCnJ817b&8oNdvVr4 zP*y9H#{wl(Q9kNBuce9065yo*rjK~@Xq{iuZxVM_iC*-*(U;1+1LF(Nesry90$5sP zB3<&nj&?tcnJkRUjh$F0?2p#^w6vcfZy-Yqr*|w^vw{(Oo+Xa&1yKr-c~_p2gZeCpe0h|iDZgO5Ia2;ZGNOBSB{FL+fPH*RF%t&SU|+D-3hrQ}Ky z>J$99Rr>Aq_9RhX-TK6w#3sQSr;bWtM_g`I%z2(0nf(}u6`zH@$^X7kLPDmN5Wk45 z8olTr`8iud#R#kXCodAkWpt-pd{b8O0sKKE1Lk<)p#_SEC#sZTE+ysUB`ckCS7)qm z;?qj#I&nWMie&z=Uv^eb66srBLant@YrLE$^N*1xgWBZ9rmYU%SZR9%?p!zu`c7R@ zzqfBmh@3AStdc$;eI>RiF(R1wrTofgQ!MDGJ&|i_s;neXIX-k;h5gD^2;2ey5jId2 zJ#0Ph`9~7GF;1MA&J4G_ddsOeIm$-mw!epxt9$vO9rbeK%92oPkpu#&587y{ZaDNC zUc%RSSX9wTOr&abs6X1P_%N8e8S29m_DVi%X}`rU&CqVBGpB^M=e$!{wtiMo8~$qr z;vE@k9ns7|bCKinU9NgLA3K6_!v49|d!z{E+ntj=ewpMKyo z`E0;7O8ev-uWZ>GgGpcQIZLdHQ$oJwdn4ZwZCDf|i5qh5?a9J~$UIDn+hd2Z{u%3A zUJ2(mm~X7)lk&+oy-(_2Z%Nh@{?$n|_qN!5%RZF38#_!;g4!UZv5EzBX}prmAw7Q+ z!nyx;4gVQWEBs5j><0eV5ONvtKPxh?H~h=YH!l3Y_CEQ~;O9ImknSF7r7OU$@LG4> zO$=aNk?*T@8+~7GfT!{wpdZGnMD(&bIVjduQFO_bT zZVt{$T=tU42^4dFkDOr~JrnddPWF->*-fQ3oxto)vUcvA(~C5CfGf0?%o;83E< zG;;dE5-hydb%}{e*gXz1*{u>2C5%rvRNqEXY}Ass+PRSSBqFM3e_6{hEwqcpUpn&g zL7d66O#7E8Y{Pd)pUxt^pvkGf&CRJlJQ}aV3~O@gchY$d3X*lfj@w1Ny9e;N3G;c8 z(yRxPi4S*+OuU0wdxWYvNW^#BnGnM4puLo?!gt$Y^0*)GuLUD`ku1DHs)Bw)eJ#se z`f)UZNPBZW5cKo+rr*zQ>6d<}i2c(qv`lCO1zV;W3g%;u>MYOC$)@1dyv?NGyrTaW z1;3Ahu5;+2{ZQ~g+DK7wO_fW*Ka#9!a1=bn-ZKhrdsis+4n z{wQeiB3bxbsVa2qb_Ny8d5?(8u|Q=KF(?$s9E7j4W!h^v$RON35m%jKh#35Ce? zZ!?Lw4hzC^rN z9`{GYCSD{9-+kK*L%eI|@IaKV&#*UTQZR?%nMJ`v=ItQ`_nvAfcngNGzQb@!Wi|!> zz5joUf_qDQ{R+}H+DK7w3IHetk0Sfb;3&9w;hs^j?jJ(I$%JiX2vRJY{Za50dE6fb z#epwbcsNz5*|q}1TqfOkn@zW`&)q}1og6iE>%5~sx)t#@bL5@2-=OKX_pT?v3#7e% z>9%p-47%NMwoA8}D}`<)zI|d$fDIffb93JbFwD00cG>Y+>zv2%_3d+tZ=d=8o-_Ak zI{Y=~?y$!(FN2CR-B`s8K{|7w+4Nd19-=t%P>++Ec9U6niju^_Gr+>LB;+fewS_

o40F_3RDHwL60xuH$DHtiUq?cX7dWVf&Tvvs1P1&xw4X}ffg*UxQGuxB(dv`cP$K}=!U!2=5n&#tZpPV%0MO4aC z3MX1=u140=_++uMj^#>yUoa=fmeZ(sHdMSNgkGg<-*Hsrt#>SwTmeso#?vN>+Xc(j zYVqc;(Fpn#@ar5_;6qO}4JA0vT;k_ZQu$@&y`rukZ2hiwj<{XMOIc12J6Wu-$nvN< zBX(yNrOq#WGA>8I{a4^IXB4~fYr32!tQxNeT&JY@8dp0m+o&y*(@45V?gP!NK+Ezg zk4($D{AMWq)|QsX=JXWGYQ?Cknj6A$j-govKx|kw0ye-T3%>)-*`L&10=uvZpe8(( zEDUT);i%;wP>&OkeBZ~hL_o^S>A;$4x610MH)VAGZ4RrRB~-!Yg)9yKiTOu-eOjRv zOT@a%SGxQCcK)9q12gOau{(#unXJgKI7}p_xAE_?S?c?F=KG5D_s945y_-Me?8N?T z{r)Y_bKYi!ESW$EkC0`EaqXSMVxdELgtcpTF_0$e3FzQ3hf-vtBJ7rAy_>7ZeIKPG)0p>?_Vid?g9lhE8tm$N(c z|4OUqdaXCQTzkq2=qdOgJie;6!r6T)6!;>flwr(~nM$+Bz#C_6kBAF$25*pV3`5yE zk3II%>W=JFoym_{qDxdG|J2Sv_FY_v*aSGAp)0-@CE|p^U6tOIvdt5ni0tw;KL(Z_ z-iUy5zFE&$(V>rp1BVAKdTtO1oChuv|AKZ7;*?eCaPyA*x$3e}C#FMMsnVQx^=uVe zCN0Sr&G%9k^5eh-qvH_ER}p}4tWh=or)T-^L6l6-?wnXpSDq>0q! zYpD>~tcI1elTlE!=VYb(Mnu?C>t|%%1uLB7ofmj`3 z1a7zf*y2=9)Swuym=PpJz6UH2qREG8WW#1Yz3wNp=$teMH`jyJiaDA(^+f5G|$R7&P^A|)-_z@QQ zHk+KT#FQ7hO;_4oHcD}%+Bs(QAka~6fs5yY9xl73MvTxGLgkyWGh?p~&i<0ATKKBE zLYVeN%Z}?N=X*UOJSJn9OXXFPm!nU39^Z~1f5qF+n>C5iT=@2LGUzU4_GXaO=^&9k z7)?d87ac5vMEu#gq?ncTG9 zf8c@e!vl)^(GOt}HXD_UCI2ZbF1C`q;x!*5Eho+k7=7)^N*NckEURT} zeZiLGWSZbcA~cbk4262Ifu?#yBU)^IAd=t%dKd`V3#3#0ELP{N^T!2<{KKnjYdQt+ ze}>oe1{o38C=>AI#!U9XUZLbz$I z)7Yynflu@YIrD^o4%w0BNNl@3GQLAH5FDRzmV0`6leenU?r=6^KEgAUWes2zETnSWBdCXgZ`X}&g+OEYTkh?3v+aFP?m0!{@UOCspVDvt>}PQpT&*_a*7 zwuX)i;aW?1T{b%o>zUJx4~Q zp^d@PYYvJXBK4&81(*evS*71HQ?8I&$I4`i5 zE&OkyWS!3*ka4($X$wzqb9#Xl5KEh++*BU2!zelg2OE0mCTE!`P$)ZbWCI`*{XRq6r}>&EeIO!2FJN{~5hXgHs#I;gP#*|WQCy#ecFHM`;&-hB^AC&PW^io~Ce|qV+S>sDT&K_SHIBLe1 zzV*hJ7G`{{aqgvmmhCXBmgpq)2;yDx)L&2_q0vlItUT5v_f_ZhekLh5DfzR`_N!e2 zjimf;2qbdN`xg?mI(sZJ#fqH5h@u{pxGorpmocDj6armm*|#uDzR7uslHNLYlE@*6 zO^|*K{kil@^8FV(t+?qvvI(k)5I;u%wLjIgbQ=ao+4WLX#^RG&NA>_bA~nYzsO|SV z&;H-h^O>KS@t3fQowln}{a)i-c$G__vMd4x%`yU?fGWulU2TR@dPO0$U}1tmOH(-` zuC~aMC`imAYZW37*x_Yui@!{>W+ykcEmjoXez?Rl4a2YoQB2}V$u(}TQEiFkt26Rs z04`fue;)QM*Y{quGZsp*qb*5T*)>Je7_<&I^HFkT<7tOdpZQ!U`f%Ro$)2&CbCGKd zZbJU)cM!-oQr+>_I`@;mFu=FHP zMY!xtRX5fV1q|6=G2=AHUKlmeMCat^Vm^lO;P18O&cb78sq;8mSrh&tB&>=8Hy(L^1Zhj?MM~5`gDr8 zuDVkr35$j2FSv=k^!d&suT?Ysm&(OJZ|gQ9ryZ7@&P+q@XA$ z=>G2T%v$eb554vMMe-rbno>16+4*lim?D0g)**8|PM>JXPmuLbxmQ+0c-(Pwsbrbq zP99^r$lptsTX-e9K5J@y##P;l-);=Ita~mq72@l32+NcJ(LMY%;XNaSf-*3ASXHJ= zU~|H8ODtX)aXz)Yw)rEDUJ>&7ht-@HjzZv8%rwAm_=28$L>X@{zCl`Hy@vUi2OJiEkkria8V7DY0ti=ns9Du99D~ zNLR6vDvy53%3FnKKvZu-_t+RpoRy?|+AnF@^1Ds1Lw;vAjbFkbnqJRWgKioZqP%um z?kv!j0|RvW=0UZ5;TLH+aaL|tr%MLt^pHU{{ThTHbf*(%4e^@BLLCe>bqozPt>FI- zoYHe(M}EOwGW^1b|m=hc{Y{?EzaqwsYbbf(l=4}km z|Hs>#z(-Y`|NntxBr13ZWeV<5V~Iv>6qi7-P9T9hFoSVHvykmKo4v-nHI@PJrW7y@HZTp&%Fie7Enk(WLF*S`vjCh+vX_YM|wx;T5 z(0KiI(^iB7-oNZD;&Nd$J^`6yl#w}Fc9OEFK=}a@vDFH^IuPgcn>0lD$xWIIW2FgGk?u^X15C@X}NoUi#_x+`AC=(&BtNqH5?ISMYT zh*u04t~ertlWHe+JEDx+(`VEVE^AVu8<*=+=saFmi59Eq;le7Y&nkMXFw8HUwT2(x z9rmm)Gj>{jKy{WS>A_!F(WRhIRUt4H*@@T5%ad;;?ZYz8ui-!~#5U(&oTXETI7 zpT8S8<;Waf^M+madMzstiZ!}?zgrA><8@?jBndUnAuf4CnmNNIF*5A3VAea9-RuZ@ zS5gx{_BGVW#YLb9er#6R^!gXCMqo83J-_@XZyju0#1P`Ty598YO;S%)&|7uUT^0X! zV0!%^`g5)GE;C7a!ts=DJO+QOxkS+(&M&BqD#%ot2>L*}opaIr^c%P+!~YX8*L}NN zBzKKMP3O`$tp9nwzcad!frMA(ln+~N&F!m^Nv*V&;!0chA#>wn3_qGD%#A>YcU{B4 z;@W@djvPKTPbO;kq3DHrCpt0_WYoRgt@~YpWWOixIVHb%+5O@~f+5=~;&tnp z7IE@68^Us~`*3Sds$$L>>+7qDhf~os*yucu=; z_Vr>oqGcKJOox;Ep#3p0@6Vt`T{Eb%J}a)tgej8j(%^Xdm? zLND9Lcsl;;F*;~w`!h&<&g1S&s{Hj}ZvUoRB`|52LBzZ@ay*-$${NZ$zu#2>Z=p|w zNp2g{_0HN22t&`(EGQp8F~cw(tIAN%ZqM!Hb0#P;4%Moz(R21b;hR+Zzn~D;>Q~Df zQ65xKB=Vb!qDlkxp92sd;&S@fVy;F9F>(yj%v;6=YGEush2XSVVeQmx3f=jV##P1t zY_8ZxC9k`Q!AOM;eAJ^P=`ZZ$d9DMz6r9+*^-fkNSSxi;H+A!ddQW_2J9MkKMu`j^ zp{Vei4BU@G*pBB$<5x_qh+i=&7JtMB?nvu3h70kb@|J5#MY{abLvpLcADP52KU3YG zdVXl=R+2YI;@5~<@$M#mXk-yT(%w;dK9~AktlvoTb~E(_O*B4)ujfkuylEa>A)Xsa z&MmB0skn*Frn%Kr;-`%t=@y&&s|n7<)=dM4N-pfkjU~R-BQ*NgskC$J`O^R76=I?> zyVJF)s!5T=W3Jqqa4iRWP|&p;5aL^Wj5eD+8V-_1*p2@~;~?V!r&M7)Kwd_v%OO1l zJ7^}jL92a+vMn|#gARK%6P)WrP7_^wW`Zsi#sJPw>(NdyK#Vqh!iCkC$Gy8B?`9w9 zV0Lic3lni|EWxI~#ZDv_2|i@}O?*_5JsLB%b735;Y;EUUi;}x0akNs9;sCdTOLrC4 zIlTTqQC@+!)phqaflqEp?{?~`DU-4!a7`~pwiA}03LWzZ4litPFj*XJuXwY--gULz zln$@h{HEQM6P{=P;oL(QNYzDE-Xn?DAXH=bOIC(QSnQ;W*C$qOo|3nWV-Rv+PJmnB za@=qB0X40oTokY=tKr5VA>!_i%MnT36tZr5c3g9$?pXTiR;UzQFDMiWgzSd#8sS?D zSL=TElfu>Z?A!TT`u!v?D+$Xu@j-%cg*moMY~ogzHyuUwRA|FLWVNUrW-SdIMv-BG z0Z3c5#hf8!0QO+y)*ZK8@-e!=q5%4mraF$;eo;?f zKlACKr~SXR)HUezyL<_h;ji(}kS$-sQ-yZqG+wX_(;(j<`Wvd$PJv$Kg9~Ag?t{$AX(28J^r1dpF9NWT421mJ&~)u7gie;j`t# zVVnYL5ri9_tiqp57~&}^L9+5NPa2-AIS;=R z7NCFgQfdc-13hA=Yvv<)TXG3i0o|Wk{f*Rf2Sq)anB;y%G(m!vO7uN@U(!o6Ew?=H zl3jFR-;_Hh&%WSkTzXbjT+&O~y_#N(ogdtMNuK##v1KO`!{@fGXx~5gnR1>+FIZuo z>A~~mm+Y(>xzF1dJVS0FOnhmEd4eWr@bzkI5C|Y<A>YuY+Vo0grs0(V0L9uJD!`MJuu@r zkjSJ6b3M(wu5z~$TORV{1iIu)oc_*izrPzf!P|tf-#VPSY*W5#XLg_&=wlk5)fcs) ziJ#LPKS%qpCKOSc9aYYLZ)>u@oX%)FkfV%(lD`7IeStIeDKg%dZ+Qaev-l23;H++` zv@-;ZU3J4YRQ=GoFW+)U^~cokEl5u3^>9y9a|ut)FsCmA|0Z|hR7xUVS z7qYXa^|t=$n$~e9$Xe&TaalvPy)iN)!WdLL?=NJj*HtQXv3kTMTg;;$)TOqVud;jt z&pPL~&ejwYJP|XloqL?Y264kU z6hR0ZvF6T$0#Bi4fmS5oDM^Jcq>>hN^3lTcSkvEPO>fIw)8Fb^(@7E*S>fbHi<>`< zScf)G%SR^`c#*i{Zr5@h*}So9xvnTigD^4=xJZg-^pRCv{(YSP z_B(HC8?U=p?D$C-MszwNgF9a`Br8zERr$Tkt>3Q@qbuS#M)23B#qHWx&APKA5wd@U z0M|ORqaqr-@5GcB#<+nCXP)tmzaBf(|G=6SgG7R&7fC>aBRzV(2liYe%fhn?VF@O` z9}@G}dZ~m9Bk_^*Bgv7R*fV4P$CEP`CbOz2Td$+pNFL^hk=t(%oILe>HyCR0S*1X8nlJla($UAGC zJ|Btf(p`m6T?2Yp{@CMnWNQ^o+`KSN*ha?r1;Sp$GtwaaP6C1qdB^X6*7*hn&OR^+ z@{#f7S%BrKbqdIlMr!By!-e$*i%R$BpHJEF4RVL11)?~ukvR2v$;~Y-1+lW0x}BXR zXB&pGGuar`Qr((p!flBg+4m;NYn^ro2T6`+&{}-w0|cNeJpri2ZfNGRbANHl^I&Os zPCn-x6-oQ68!_kSW84{~0CHF2^yEQQWg-fpY4Ua1Xd2e6DVd2H4{2t<)LkCj`mXRZ zYmm{HP06pHi6J{%9voL-@Zn5;(3c0VG#WO9y<=6p7I|<(raTyN3nDRWaOFWv*FuO{ zJ$|@UI0g>8)+w;FF>)9f@&rG*z!{m(#Y`7|5S1@QRQ9|`YrxUCYtuLaWz*;_@gFIp zL)$r;m>$H;c?||Lw!wzdJ&D8lcpx*fm3S~|x&@JDHB#1c#UaFa*AG9!#G7OR!0FeZj_Rtm z=_jd_HWv;%&S+VunQY+*i3QnUlmG(B*IXR#p|syx7oGdxk(9w}^5SuLCreDn#;t^9 zX{AJv4qN?mt^Q+!9bwOB+^30>AGT9C_I}Ys-%+9g9}&oHT732xt@WQB0gFG|Zug){ zcJ`RkI+5yp8cB{IG}UtZi+dr-ssy=s4=KRe6qWI+6+yj88`c~ZRV z_d@SiLU>y8c3U*|Pi<~Ba%uZ#!Xr0V0VHahy@ENO>pk+ejJ}v;zGPXOUf`lvbnq{hb?`%NlzImaOOD>aC{WgWn76Qvc^Aa z`;h3jn-uIUKS7acIm$!H;(b~wH}f>KVm>c3&aPFbv(CSXZFatSQ&M#z@Dv(!yvGYN zjkMqjozwyLnt#PW}0}3tVUhKRV?Z>-}EpE@U@Qiy!xTlPCPbR!^Stg{7uhmT# z+=J(zGZ3(M5!ea`lZS-DyOObi&Ug>beSy=YOBzp66bF|967Y}znPIOUK)m{1fIhfK z0IeLMnbfcKb{CC07W}k=#5nllC|1GaTVcUQ(bQUbjmb9fEyU~u1zkSHl6XLPE z?Re~g`7ttb#+Dw7fl3?x+ajLq(u;Pk@FM|U7)glDjB~@ z=}DM8j#Uuai~(#_Zu+;@q<%*Nl?b5#)A#`6`s|iDfX_I!l&POi?HQbEtm8*wiDUgT zxZOCXnl=I-{;x@~vrQYX|BW_E{5DWljP)VdRS^8dt^GhoZBn46%iONopZ-gvW7Ke_ zOLvq&k_rJo<3GG;8C9CoF_~;j0Yjg3=X^Crck<~@0ck#zyt|*o@Np&1AMl>-C@-6x z1COwN*W7We@hlU)SA!i^Ql(23hE2jF=Dg=;{6q)4ke5Z97w!uo%pXPR*m0WKd5o-d zotl9zN4x^}b-Au|+1@nEnXjiaQR^v&^L(2>QRPVRRlI6ROL#HOM2cF%H*p$Ac(Jo~ zPric?7|GNDS@_2gRhE%UQG(oB%X;T}RTMHKn=-E%!^OF`@dye<1@xw;; zGS!2z#2*Y|l215PCQV1I?3vo3@}G-v?h)B@i<>=p(pnlseD0f5{Jf;+W|T_gZ=K4gz7x(Ql0Nw7y>i0VQtTey{<7o* zaVw+rQwO{BecS8*+->`hP9nSi9do|B|F7*x|EvB_`u`Wd|HpUlKM3jGf3qKmCeC2b zPtYo7IDBoSS`d8(`|i*;v!zLY+I<{J>}(s8aP46%ySqdZFJKNH;F*JK_pp}YSCU$Z zEqD|00N^=)6%^m$UV7=I*5WfA%v$duxJ>*3g-6?%vehd7SfN?l$P|B%F)P-7C5qNwS}=ddG-)s+AA*Zm`+Q zoBJO&J+p(qo*=UsmK z-Q8Wy^k7dgUR_+aYs{<{ft#gEPJ|0M)uP_jPl)08_M4Ls9=V{iJdqgdZh4N2YCy6t`*rjb?dr1gjVta3z!T zJUlb2z)LuBHHzad&M<6t(O>WB>?*~SJ9KapfAm&48(!`{d_BkexaJ(sSEF~YF8s@q z3d%;~Tj%2c`0gnCe*8a_lWuSHL>gO$Kb_lH7^`R2V1oZJ&VbqKrNk#}D5?P@=bwWR zADo9u)!9xhyfwyxuO%)c*e)3eqIqGk?IM4EfasGi@RU;XAfK>;Bc+1GE$^7zbpyS=w9HC*iHq`SS z{bRZM_3xpp_{dt;$BBAW{?9OfE0g8V7%Si!C%8X~YStBq#Ptx!U56(MxwkOmJgHA9 z;?{0hu2JD2KSkoELbve35Eawm+_P56jB!CE&(6in;U-ltPbnjwW(%*4zb5(v&(uc# zjisPrpZ<}=Cm1B7iRa~*I~eKKJz@`9!gB?e2b{x3{BtYkgQ4LXesJASZR?5AFw@qC z&a0*jrjfaQiXyorw_9+{J9chPBzIlvO_X`jvKMOySWEkq&+knlJ8P+_!nSUiT;apy zw2PumV(B*0kW3b4PTLoZ>$^+>b~Ld@roLXW#7bwt66qY;I+ocNkY_%zptW;FKAZLz zuee7Z(wz3nH`rj^!gqK&`TdUH`URW4g7ro}lv&!EdkI78)p)o4Y)NSZwKm%qtZtvq z4J`!qsf8=er>uryJj`xD4pQj`_RgqN;@8=UhZ*+A?CR~vqv`7Z;U+O^K;TjwYXm~4 zd%sLOlk`JJ569&<{q^2^58d4U{FcPZ70&*-ZOOcoS8VKEyc!c+yAD|dhxzS~xEFct ze=`@mwco{Wxgt)GX50Uln}(VBNN4>nz6#2;V&)g@Sq&%g&fSk^!#kAcX?PFg#v8j8 z;yT{&O<4H;sN9?n`Tswob8|NG|5`}mV*cOG_0RY%=l4GTAH@IJ+*j~_691?1e}Dde zP2HT}5BS&XJIeIVj&xK>6A*ye7K=S{%Qm?rW3?SNrp|W<-bbnD^X)Eg`GzzXZ+Q! zMJ=GMe^pCm`2VK)FzgI?UUFiYsh*SE1HU*+IP5i;+~W0Vorq8fG~Oot5aNJLHzXhx|9X+Caxsm#%i=v zew8n1H))7<_LH(7lCag6al4<_8q}mlu_ZcetxV?_Vph^f;N2-6r8jP*8Kc*Fg+oHh z6FAadEpMPUdCROHslx1;yfi|4XflXg(<>f^I=l-@cGLQwJf>QDm1N)ye#lxq!u%Zk zC^`sIL~o=T3HVMBJgiz_%?fWO{PTD2OepDLCcLh9>6t(>?(edkJK#%c6mVvqfhlr^ z==j2K1(S&W{Z-o``sd&BiGDDJot2a`M1S+$hUgoG=@yf#TclqSpd&xd%lU{5%Q=qG zJ$X5MhjaV{0ehi)aA`7h&sGh1zb&A^IUJxg1u#-G1qSoTodWlN!^@!ilHPv%HMhNV zo4lchq9A@MKbi>Uo;>jCjiLWH&2%W$m@ysJuJotF9n6zdXn>3O8&uuQ2=6Qj)9UxD z?T&$-*E+lY?1zk=88R~uoIm_JJtOu|AKe+T@wd9vjF`vOQLjbgk1rHht&KPFBZtTN zx7BmS=#(mHtrQ6VVRsJ4YHZ{A{M(xOtGgxUZV`VO65|EjaCN^L=<-j7U-QU4-Qiol z!+x_FG^$}k<hnpnN&Fk1q^wd)*~9-?oxR&F!nxx?;`fK zK)$eHUB0GSVskgX|FK^FP-@=-jNPgI3C7>0_N~o^2n_TMj|)$R2y_n-@EtSiFKr+l zHRznA`_@Jcwu{aht{T=A7$|>~M?YzF(q1A5d?&3Rx&{ZEZyVm*(6BBD=|1`upeOqE zrB}`g0v>8tv`H#76lh&)?<4X)(0xgjAXS__+>Q$1@1XV%-!RlZMuP#hzp>n>_J^4U zsnAbd#CK8qk;cwrPRz+z0(x{3J>Mxj?1v0n2AMzbt2CJ(rp~!!{?)a*6q(;{u8zrP z)onio_{cAEz4^oqO{SYHP+rFRMY{j~>3A2_*E&}hyK4Pr_Ot$MXfb3=8#k=))^zg^ zYkI6{`T(!#i@c`WsNB-1Ce*aZ&oB`W>iQqn^d@LwtKN#nL_;0nx{OURkmJOP+xA{*C%~L+6uifoG-OVi4eCIE;3b(=h`?>h0{0(POWTh0M@WHWw@U77T2%AJS-vbpv|Q_)ou zudBbhf9l}6;a=M&UOlUQuUIrW0z3 z;1Upmky8vx3>lQIt{s5Xy50l$WxVK}U65pbh5aB_h4FNUiSOCY=->C+&X&MN$nif| znn>mCtBa0yaqD)gXU`IDclS}Rac!*nwl!bEr}=a9h=Dko~- zN~sA$c;GkGL^WcW8Z&TEAI;v#w-lH(i=?NFO>{<0U;;9h^+Vw+%-FDv>h zH`imJIq`LtG@>>USC*Kcq^dhb%o=OyCR9Oy_4W@8qou`&Omz{8*Rt$y*oD2dSFSH(f@g)Me{gs0V+>XSK*V7d08N z#PqJ=apBL1CAvo}F=&PIPI%dfCHL2>Gn{_KkI)>R|Bp#rCN?yz*+pP_0aJ(>>42&2 z8~{bA;bD|oaHuw0KM-0=41hBZX?gbw}$$P@jp1O(@vM_j4oVqi#x zbmoRDmHhfsUM_H7Qst^m+|JM~r);SMoX5nE>8I}Lr|B2{JpCmjl{~DG;MPvJvEM6_ zN*3}7@P31;o4M~gwHh!proVT(7B1_>=^UNbHP?eM=QjuakdZUPrSX~QgdlKp#d)IY zAP;dxKX0BcMI`}UZA-Y%@whwT{&BqsH(x=TUsm)E?$lmsB$>T6*XYz@zf+z}uu%8k z&(r<`d98IGI?$D5zGUw$NhWJr-LSe_(@TC>)3Z&}r+ZD`;x*k&Wp4rl^~7#XSN*W2 ze`=cEdVr?Jc9@5c)$MRBwzOh%6P+tA)Ch@debQ(~h4EQFS63c~JfEAewNwE`ZGsNA ze>;7WL}Qro>?g&fyGt}-FM5Bx@kUGDSIF5qQXm*ywpLDpy)&AD`!DwSxb*N*{C%op z%5{H#S16GK^a(cjI_SSX?io25;Mb!L3g-cFPPRi8&CPJ+AE)6DmF|H=2&x|2RLmG zm!m5a+05tLEtOMgEVSUF4D)J5H~*Wd&I}rXYX7m28m!z?nZ&9b9Xc{Nc`z&YRDb0L zp0vJXSLcW!u7Oo&=H+rqUZ#OLeL9{O0-1F>p1dtTVNzjWUgtcyf3F;KE?$kHHV!>* z*uoKkxn6HRVXvLl8(hPzIa}F^+Q~8B+IW%?U0ZHl{}iX5e;dtxKMfyQe@;Ou{}kjj z)w$(yajfxErTCe3h!A^&>1>9~G4%(`&*1{v*&T@0(5RTuWt2(NX;Y7eoSc3%QIER3 zVv_p~yin5b@eB2n*h8i7oU0+PqsOa)xNp`uhL}2XNxmkVLv=Z^n~B>*Lky0nD*OnU z;=T=9bJlU{X0|2Yn)7!(+t!+I&HJM{qO+a}wJ@5%H+K3U*JUu8;6$}6h&cJOc3+gd z%Z}#@3WBUUQWHv9vTFm8;&mM)Wx-wx(vqQ5u;Xwn^QkiDG=6E#Ez~#hCh%MkbL&gX zug2Le^TC-jiG$C4@C$3fhxqhmKfKDiZoM8hd_^kH=X6!}i8b#jE~1IIeQ*yFsD)ji zu66EYM!F%|wS8m7TO+Mc3eb*Syo*?3t7gRgsLnEJ2mzEsfC$!yjdZzB8bX=;s7omF zAZF6z4?cK@sbx2K)mrDBeT2<*&Y-dCbDJ(>rpFaD{Liwjsq)8&Xc6l*Tx{`DxsX;)<*Y&7bJn1E1ZNEz zuICjRa$>pysZDE%@NTmkvN)bsa2MM5TFxeMkJYTn^uhi0EwBg$nLKX3#a`q!TyiAp zh1Cmd?&dBy{rYkXj#9$)N`aZkL|jBe*an?jsV=fHm6!1@mK>dmlyzG3Zp-iLfV&S` zGlDbS&bAuIAnU8hoCPWZ1r;~rK*(j;N-`X^`JM49MRHf$#arySfjCm!Nj6f_g*@-< zbOaE%IOw_GK$7KuTqg@{SI6IazYFrlQSPLC0u2O{aydWCr6F{A$Iuh3#&g9|S-xt7 ziAfA>XDU=Q13pl0E&E^>rKa)Ep`B_Z*i>kY-b((hkw6ZSok6Q$x^GSTVOl8Wz+?Pd zQ=xG))u+G%veEDzPCmYDBeJmrzvyuE3Ng!x+`lyy!*JQf61`)xOV&z~T1{ca)H(-H z&MZ09s&RfdLb#TcJ?&juO7wdM_?&OPiw0+eOo zK8JWlRwWhg!+x0-LW9#ds5IXoP#C`ynEo_Z62Lvf>_`U-Ak&Wn9s}?}Ds0Z5R%5>@ z_YpCPUV(@ez~_AaR~Heh3?e?7?jzz~@A2|w_azWK^$xeIx$O}V4?JTK(N_ZvA{M2q zUHPmK;n1p!h`Sz2BjT6e_JoM?#K5wb$#j7c0i4X;i{GeA>lL_)VCivkiFIx-`bsM! zM(Vj_JxE1|UX35)9P*oqh(5gmC?KL5u0QgwJ;J^GDgcp6U%6{hi*WDU`Z* zxOKmaY;P30l7UWHq`Hyq?}cMSw%6ZlFl<67QlY{$hG#POojP6`V@ecVL?*8llt%z% zBIYRRh4yew8Hf1ZB=N7TawF`QKjsi$FI~)%jAR$|CrHKBUD;wJ$vpos-z}Au$>FH(KEC zB=WQ{Z%E|w#hE11D~_8tyLq>vkLvFK_zK`L3&TpYj%0NQT*dX5tNF;IfVr+>U>LI24j7^69ug8_daqd_tA!LoS%Ly#hl_Ea2oQaW~8a%Sv92-n% zz?HMS2Ey=!CgCK_7N4@#S`-EtgRWv}w1R!C{*~*k;E9|A7IUKUi-Ue1*Ooq1 z8PDDToxf|1j5THKzk62t4F??O21`6AfU}4ps6Bpoj3w`fDcmQ*b|NC=Z^)G#FIJB zN4p73&};%FxT+y1F*LoxKYqDv(-l97>c=Zpo!c5Qy@ zrxC%ki-W^r(ZT+UCYm{bVXr@lL)dYb&m>v+i=aZ-9Q^V`CDn1+W&H; zPJfpFuFH!8r~D6dj1Y=aGs8R{Qvfd-=Di4~IZu%nMjN!|-XJ6;#+bMfPE&Z%iPEn7 zIx!+>(rUvxM!4K%gvobX6|5U7e#wX0aN9PoY8@T5V-D!4Gsp6z=PL*B*fLfv3t@Fajl)?e-kZH`Wou2|sH)PCd@biO_EuBVCm4~S!#lxfFZ_Em z&o81(=J`caf7tm&)C!EBm`0`gpViYwIn9cF*C=3JaW3Jm$e$kk$?5+VLqz>j(jsfx z2SL=CFSv-R;&bovLSchiCy5$7?g4#Zy?m)zpwd}~yy*O|uFzXNrPD7&xZXd1d`pa$ z#9cS!o{Yh<+KjIYNnIKelC!j-AC^sRB9NS&4axm~)3-XM@H^E`)SE#_52LB$4yAS$ zjJ_FQ=cY=rhwNcIbyW5+9&I{-SYv#r0S+|w6hP(A$5)V7ynI1OBhD9-T^w{b&!RWZ zjF(&NEu46an}m<=p2z^W5mzvTPB$N~GoKYrs7GeEoy2?6A7RJy&R>zZftKM^?Kf6C z$KSVY*j%X=oxiLxvJDEA42zZGqPjTn_SjdiNn&3w=Zk%z50QxX?#|*`w-(leRWDge z5z&Fj3DVgFJst(UylTWD;zEa31#3C5b1%CgoS*MbcJKJU)y~8RCGNO}Y!9D)7PVw3 z_dk5s%cNG`v^yVc5g@NPbMBHfje0iA0^T!yy8#%XkE5X1k5zN!3lsj{+Ye;-94dE} zwn3?g1~_?p8%sepnVV3VIe+yhK`qXMXgSxV$R(c)9JtP%H#S=QLE;EcvpOx*k&3hVhLk|vsX7Yk>!_`lJzjn*|nEB>GyM3T(w zi+D_fBy!RR6egKG3?2KwBf0@+Ki=9czKBa%8?4>DrLtc}}`)Z{4jSehL zZ;VOyJ_}@1%o%E@0*En4F=}jZuG)0|@*s&E zpq5jJ=LBBo-hT_&O~xbUrzQ>umZplFku#1)o^sRgX>nfT+|Q=9<4+3z01JH7jT>;8 zaTR?dBaF|9-CwN3ubR+5;;tmp0>jP`bbK*1dt~`Fk79}bLkJFRixj^=t{1{e2;6_3 zBNJ)|O;}h_I;bwUV!qNyz<(me&p^6$??)0VyziL(lR83g()oGQ2eic!8(k-7+r_f@R!UW40q&0agn1`8>6s|%>>;qYd#b>zhN+S!j931n=>3(49+*4!L62C ze{~67LpTzhhB&&#nlm2~El0&6uG)%J8!1!zW8jCGcvaAQL-xJx`1Byka0rd)WoAI{ zfe>D*rTsLXxyeBWROW<)O`#ohbX+yOkX8Z@)D95CF^*vmy* z{F{aCi>}F3BJuktD#PoBr!Bi|-IV>Af$I44?@OXDbEfQOC-bm$eTCfvdjK6Djs2mP zMfrFoQJ8$FowNtrtt-{CDKhFAC)pcBfal54eMuhnELD&urj>~OX@LqQQiZTtUyO$r-%W$9A>8AMm3OKmrcpX|Kd~uy~ zDvfrK3~tgTEJzYwFQc~drh?ciA=Zv+ybRs5DwLaeE%YH*;0nmNzMJ)?y?03}<$QB{ z7WTnE@hBW1m^QZ;sME7Q*eDbtk*58p3Z&9Y1dg%21-r4$kkhN?fXN{#Mx?}S=GQo{ zZumA;zMT3f%Xo@mrCvpGpW#RQz3}`QldyDesgR}Hu!k5Ku)Y0nX1*P=vnGKTkEqzB zXyP*d->Eht4O@dTYvi*e&_upWHJ4-cG5IIgbQw&=Swxk_7IjL{8P7Rr=}EI84|o{4 z@sjs73EZqK-n=)b3*~ZPOQOoNz15M+bu8KUXh{^DuV&48RmQjrIMTD3 zW7d2NoDk#59=R-M`DoUoaVn6j5x$D?EsmPaC}VHE(#29Uy~F*5zb5zrW452C`T(@4 zi!)UA^IesF8!V1w)xOI9a7r!m)Uc{i@2X*&GF0|SweIYF8x$ve5;X@ROb%e@w40?P zaot7wo3X;E+DrkAs*6-E1II61Z7{bT90!KDuVIQ{aH4ZqIrB|dsn9*=3-iX&>B?W| zQp39sR~-{YFV~|A5WVQL9wwMYpN|OSFn!Yd(aibdc4*A4(g?f#xb~*+?g#yrZ;ntr z+~EQxs|XX9@lB~P}_gyRe#aFm`7gi_^rJ*@BW17xvhxuu{elM`g zU<6hWD|@dlghAY?3>pdKf4uh-4DV1WF$}Y``XaA{4!Ob?Nb+!wdA3XFI2;CGfR0)t z*O@h!mW?uCjdT1LTH(6j>iC0t=jUqpURRpCn2>Ptb;whaHrWedLErQ}A(y_T7gDPg&}3#FOQ$X%E!_g0O$h4s9Fy40M~ z7A_=P;e0Pi;e%~B>trS=M5K086G}He-rcC|=8s zI+N)QvF9u8Z`l`htj-Fo_d@tt!%H&a_($`F7j0triQgX+E&j}n-zO6pOl^~789(Gd zR@`E?Kk4{=M7JZIu}1Z#?U&>;2}=?W&Ryl~$NbOeESC~%gB2Xd98Hc1CQi<87iZ0o znS0n@+QJ1I3?g(1^Da*~CizWTkFxs;!~e8%lTwL(K<}Yrh~xRXS6%L|Y60@e4JUY%R>@9*vw%#F6nw%$g?qeR>?7w$dReg+;g$cv78ofKb4H`MH6#79liU`DeWU@6%r8 zC;uVmWytJ!z~hrLnS?*|BGp7p5IQ4&uVe|$FI!dR@qE}B@tg`QNhTW{5mFi zI?yF!OPs52a2M!;AZ@}*I7&)5k|P503d77JU6q;ysJaTXKrPV)DvH1_*N8l^JeVAN z#^^!DI9WYtz0HotbO?+!_an((Ml}e>8OZWpWYVA(9beDartE}^M1IFh`YYbV9-o{6 zD9SUA${N4g@NrLVzT^im@%TAn;^%!Say<`XhPk+Dtd3ufyNxzI1<~Xcrh_%Gg4$mi z8O+$prNQKVQRb6s%yN;$R!)k{M|WU1wDhr8e3Z+10r?SY^yl)=JJiU(xe|rkoFCAa z5of6{gXjy$iv_ia5B@?j8;dyXuFLK+-ByA#9p*qp8B6(}J~LIa`0byx7u0uKE3fN; z-Tri#&u%#Yb(2{KqRDdT;iMAAw8;7B7VV2hGapAowQiL%uA3BA*8`AE)J8S_{Ir>Q=$G5`A}a=I#XAjB4JR`;u80 zTnE_Hiu&RCQgdoDPc@U7BUlmx$ShX(2)$V@j?_|lcULYiDe`=NgMyR*pxE6`zu(Gc zmaMy*{pa1-AD2tq`~s=;5l*tN-3$GP@x_(P=aT^-VJZde;ubmLn&Skd4X7hYYUKuf zFFe1lmBgTEF(nwM+xxdk2O4X2ZeJ)-ozK3zz&I_mVwAnx3dUZBJw2it6KrediV4;g zujK0r4$~=N`*|%Fd)(tLX$$y{{HeQt*JG;Ur=>^tHt}h#&Jlc&?g2_N_MTI~E*4jb zR_l<;KIW^3#0F+I(^A<=)8pSWBRS-T?wa@UH<}k){$ZTyXm5$@Uod{TrlU3IQ$eN! z4#kMklGx}q9#mdwTAk!fU|v&-FXNB^vPP{Vf)YIgq0yPe~& zQ->3$bB6iprM3Ih+qDR{t@E3d&&oL@FN-&!yXl_fYBtciK;C+@`DNME))F;k(-PX`C? zzaHeVutYK2T8dE%eR|-~7;~~)YR;LDxXh)>PRh{zlGDhHSQws*qT)q^#=z$?6}YY& zV&PS;f$@#(r`3knn>63pR%OQrmuchbOU}pD>KgAkZ8lhLI5s&4JnQPdu77kH_Ekg) zR$8eg()Lwz+i|dehVnpPem3qWUHsqm6HWvwzXPyFMc2932cs88`PiieHu_o5za@|w zt4^b9t1i&qFp+C4fn&L0vr1r>#OCwbBU`@h5}GsXyH=Jpu%q*vk%uws`Xz%ez@A0ed_M)-fxN!DN zzdM9SU!!_+zWk#wfH--~sh&8Q(Vt7i4U?f)Rq%E5xmsuWtfwQHI=vZV}h>zeTFd%a_H*wwHMoo-Y61W zlkMFPyJT(q!jfbjQd(^*@}R+IDfqIsD4N(c#@afdl0k@d@ zd-Nj!AR=Q8HAH0ciE)CRh6mx(-Gd|o`wsCI!nuWuc!e!fXDz>iv{F<_(m+zJdRFGo z|L%fZjWwi#NDi%d!u02ZJsWK+`gHCeE@E=|8)Xq)Nm`sWf~^s8!H_n0$-o~(CK6FR zsTRGRmp)qF08-W2@dbt2@k%f`*M$Zdrsu<8RZhZfR}ELdm1O5jxO%%t?ZL%Xf57kT zCxsKKpq=UtVE6b{=6va8J)$X--cyvVpJ0tzpd6{}OBC&p1O zdCdN%xX3I!SyFQP*W^OmsUrEyU12P9aTU)=d^Y^B+7pK#UmKQx*zTStw#s?(H{Yh( zmr$T`?mO1pyScEQVE%t`l9UeCTtc(R4*kSV)+3z_AD6UC&?hoN8+9Kj-1EP zL7z6Usk2jE6{^m#kvU1K*1?p_tApoPE{rDf zHPH@K$w_WW?=;OAcD7`!+IjFA8MI@Q5^prT{c*z@jt7`A5$`74&1(bUr39)Gh28M> zw?@}-6!{-n1!7F_vn1!g>U8OD;Jey~r816EofGD)A4K zS}Lnuy?N-%@fr;v8wg~GMGTR%pqSE0Wn-E#$@rdCSCDiE$Fqs<`^RuTVd%$CGFuK$ zG{}UqN6}z{Gu6q-SHW59b-YbxoODF8YosBVCh=@2v_6bSKZWu^KLT z8|NU7F(b!3{UBndVr;4y)6YP%l$VA<%zjdQ!{6`t88pJ^6+aM9flxrY=b&<{%PWyH z4)=LVCk!RcNRIfMfUR62)x{RJ?datzotDb=m|4*_0afTPr??O~Yvw{rXh8V3Z-h;< zL50Qt_MZrqSd2pGo7bC#phBKxYaHhQBUt_TL<^(gLu;LV-*ux)e~}3okggV#tL1Hp z24*X2v5YN2{cvx~)8y=x1+bJX(7yqAW0MQ;003?xw7()54hr5<58k%SZFf_~Ox+%Z z+!z(Sm;Kj;_dzz{X%Nes#A`w1^w|cHP0pN#OhmeGUAXLR;mQ+Siwayk{%E*TP}W-K z-|x6^?U@ai1`@bdJ?O#p{+vv>_+%PiOGucg0nWfzf#AyDQMfKPa2@Z#HJgq8w)h$g zmBYlEoRhQQ3TMDIXj{0#f@{+LJBY7!Og|z#-*)lUer6V29=>j5aWZf%o1KZT`V6@0 zmv+b3h*^SbJs~vWu|Ikok27%f^WZuu8!kGlam@AMIxq{a{0z7pcC_8b5naz3C%mI@ z-42sl>(ssF;_IJhWZ`SL3s>R+4`08jckv~PFK^0(t125V&Y%t(xEAlbgZS!W;ClT{ z7p?=c;qvhHqFA5k>(f~-T;dSfa5X)gg|DCwS8zw+y4)7NDm}R3Xaq9o-h->mhwDra zE@3Jgt^yA(G2EtQdhapZDf{do!d@CJ!0y}VB5V`e^bEj|=tW??eZW@CbP*Qjc{X6z z{5=a{VIN@|_TE9bes16z;K5a$4VS{*fb07Ey@5Q$gNtopH@H52C=0IMK3t=-;PN8M zeh9Z zJ&?}wKr&FI#gl-Mov@}HmicK>fUq%eM?c+CA#B|Gx{HmCC?A9k@6+Bu+&j$-#1iMh z=^4E?FZuMXn|83*W6h@z@IHM}_NToy$hz12^s$+rF7SGNz>a>pZKQgA*MHnzzmMd% zZLc4m>V5jrt1@~W_C9^r$2-{T@#fRT-ls3m{39 zuerVc{N$`&d!N2zvG?hxre*XxhqofLB_Hizug^1|KF0g>wCqoN>p`*q=`op~Hp?fU zK4wQh{Z6@hy$r3LSk1R=uQSHlTe{oWezQa_an?BlNS=r<|HPa4j72O!OH3Ya zV$hAK`bEg)^gnvCpK9Pa)Pv_&+32oXbOWH2|cabDPC2QhM_0i+LruyNm{ zeepoBlM&8FLj1cY(4_RC}!x;v-S@XQ}qoqFqc*1&o?f0CQi$eUXV+%q=g-a6K_vK%&3U*^UTC zhn5E?7p7C6@7|S@!8wUYCw5tVOtfs#Dia~AqiD@P6JHUQso%HBF|upC9LQDmWMDKABjrCd`*c0+r;oZyP0WjmvF zSrJR*xSob9^Xjm2mtz1il?eEzdkXk2pXhoTO8LcL{-f56H*SzmhP#4!fw%|zj!}Mt zWKW6t&~4%&C{FOu*7+BAKtryRO_;cng~GQjhilj7;m4PZ&?IMAU-kRj!YLZ~z2j*& z`7jcsM9Nms5!jEP>Owx?F_dipn-8$YmsOD`&Z}2s`VdK#YK}6gf^r7#m>JW zI*KSNa}>Ra=IJ-_&R!Vw#vEt-ph`KE{zeK63(SI>*B&Bv`T+U>PbtA%VaVK**^LWG zu5s~wv14BqoJT=K*h*?<6f{~{JQ1AJ0ntqhgnFnz7{QN=^P(_Km0&MjBZFBDl3t*0 zuSBo1!1}-7KOD4{mgfx%v~f*746RVAVd|?!!WUkz2P>#rH{+=a&WM=(0b}^re|;rmE~9-9Nh%-Y39#wo3P-bRMNo z;ih(4_mY9SpQz+8mF(;G<|q}c>R!-ma?i{rgDOe5MRuR9xoC}%sA(n^M>j8=1_5V>uvpUEe~CKJ zHn9R#UFJG-ehZ#>vp+EVgGAurJv|beTUak_X+B34`0|Opf*=^it0a>63TK2==#VlI ziH4k~rK!*X+{@=uelpCT8k0X;R}(qjo}Wns)$lWQ0)MVftlB&!Zy6i>oWyE3;DknM zoPM{Uv27jYPA2&rabwtrN4DiHJ7u~o$r(oOG%b^qL$$?DbR8x6JJ8^HAu3wYX97Q9 z{@>g+|BIOazq-Sp{|h;nW1IQEtzE4fKRG|6J~bJBEB;t&XRCqCGW>Ri(8||>dlYw7gR_|a`9@Z({UGM z5zPo?(8iIVeb-%Z!a$Fj8iUMuz~}IRiqdJNuB`<(76S7x4-7*6VA#ymiusCWXgmSPvK87s&u&Vr;t1M>%W4pM-rz6Rc|A^a8s`uK4#;`QUN5XRrSO7GAC7X@)7}w z&b@AxD>*yok(ov1iE{^)bJ}5?L?KWQ#=Y20&NUi{_&H5_g54q3?9}PWg!qh&_-8nF zl7sP*<2N}L>3SBHC&pD_Q5aP^zcPp&CSExRFNd4(=_tU>VX<{ctb`nni_vv2alIXG z!bPDeUKzHEDx2{)v8|$58~!HM>cM{W0N=jKwwB6fR{F|~6XF;?5|xe}ubf1MO;ngl z1^K~i(NvxHN4a%!S}Hf?#7zZNQszwGPt}7CW)oKjW3|0$D-ME|C==k0A!TcfJ ztUX5E93wDwmaBw-{POylqyZRE&S^XOb$FQtjw?3j%;sNtWVz1Kv=d2@v)Jn4;Kz7= zF$r)mAu#X?_~Z0a&-3e?RTE5*4m~z*l##?Jgd!xPN)9zu4zOhfbi@qRXBX3NjwQWi z_dt%PHd*Z)Q9<`%kjYTtA{L0{HClI9bB1%!dHXVSN9I-g`Mml|`qdz3YWme%lXw;9 zl}ipkyJTxBBQ+O9a~biyybCF_Dqs{i_j&Cw#hgX%HLvIC6TfwD%M+&!B5vYHDwxmD z)HmwVMZdnC+X?C0TXlQ7ZoRn`be=Xo{%!vRg*na#K{pS9&tt^@;2t~b9}dqfm6P~^ zzJE)XfB3MYyZeW`r@L+6HQbtmnG?bD$GV3fhW-s7D70tm%(Q_;TiTV2O>7{AZvof^o)9|!+8>>pd69bjLrC8|bC6uf|dPu3+*e7@p( zcloS}B>uJu^u-d_I>KVvv({V;QOpwWKvP@};n&}Bo+(x8o;UUGH}(44#V;JX(xy8C+|`A z8DmT3rGdDLw7JH*VI{s;1p2Y$;gz(;S+*;4u3;4`1C?@HIH$aBStRkl>Wkgb5#Da~ zNW(mpX<8y{ZnIX@Y6S?^2;UR6VUTGwL-KMltoY1RS>9nia;b2xzDz6MM$94BTr`U? zIk_ooLU7v6rOLKV_^}C^DJK*@nsA~Cn9X_lvE&pSi#dXr1U+MnV~>kpg^wo37C040 z;TYOHjh*gU!H)gvXYH9&yE|@-1@f#cGVg55{@Nr(-CK>+B23|&qk>VZVsj+1pQ0j* zO#6ptoR8+W@y?N^{d`+#Rrl^d>2g-kwDU$Jflp?t_DmlhJ7`jQU?caOmG>~t%J5k> zL!O`Vhum}=WGC>8Sy6u#T}u0_b?NTu0G-}HA-fhc-DF4EM&+;UZLTlk;K|m z6+*V0yXg?rsuf71akh~OjlAXVw;P7#xT2di_W=#I>yBM&JoWnM17Rk#=b;Ca3DzEF z=&QFqG`IEuIbt=e%r~1~&3hHkD2tCO1v1+>Ta0Q@Eel&&PVETakBjx}6mZC1zmu%U z`D}WfH_$yPc~hrI3L-VW&mhM4eYRV3ffjJH^Z;G+*ASQX-mZVK<~xLBYwlJVk47eL zSnd%`rWGjUIg@08PwhYCLrs~>q4}_;3|!3nY85>Cm*8V$FkCuuPkEt?%-2;NgIOKa zqPbqahvp@NxxVA4<_Qlj*|To1O!_fae^wGx^b_U&{cT1j3OYTA05VXr+WEz|TJbD9 zeg?Pv?CIVhZ(hy=6OE&OL8k1;())8ym%iIBiBRU3~sd6&OY zd!(>aI^;v|yyb0u&Fy%x>udf7zUGirY1h~pnc0j3*|Owzj{Mwh#`m!Qs1g)_fcrzg zXUP}|l8yV_F-1wSQpw@$%ghVK;Dn~_LK)Zn*~I4>--68|8b9VUoo`}K=l7_k;F2)A zZihCyDvf@ZNWf6$mD;_#l1}hV*q@ti;;gTct=w!AkV~eko*}V}`IDGkZzu>=3Yc79 zd#O23!y}zth!qN^Lbn|vvBAqbW~fG9tlg-_IJO$9p}P#Nn|5q~E8jCKg(*K?q3m{j zwC<+ukpEhx4xPv$NVc`$pF!SDCa+oXx8=uhvUqD-wzd z@LT&Vu0hF-|1!TKennq+E2w?hsk{R@isL?CGqg)c7ISE7$NogRlg@fwEsoVMrxO~R z?V7X4`5Zs+jUTbqs@y=ZVl23P(Tnh}F?@>6YsL-?`swZ+8NaoVL8e+@^UmIOYi{8p zo|ud;X&*_F39QB*Yq+ArY3M0mALq^l-&?OV9pD3>aJ?VfZgiLQ@ArO$9$^y~x)l8X zpZ}v72CtW%ALJ_MR-%~ej_?Pgyvc92tcHEHm`+d$b_ln6Oj$LqL<+-?vM5Dxs7 zeY$B1LIJ(St;wdMA%i%(^Szks<1LJ$1TD6=HGBSa`9q-QEFxU5b*H!HEaO5jK5VUEZWj5fjJ`Fs+ zwx{TMrmyY!ZoTdJ+8Q_8(+?6I1e%7sUqe#8sJVg+gx1nrJn9c1rNQ25N80JcxCpM95k4ddAM>g39dUM z#cbirJ5BPD10skruRbmc8EG_|Xpabw%td)rW%VB$>==~_ZGfcF<^K3HO7Bud=W1Hd z8p7M9T_JOMI6bcE%;m!ww;cDiO9Iu-S1CpaVyI4qt~@{k3pYuHMi%H&l+(UH*%JQ< zfi=Eh&Apyq;r~>2*9QN%HS?L!!@V$F?H_jacZF^|RM^??EcCP)s6&KXzSGM5S<>}$-086!P8eZbmm!&@9`m_qmmuH&|#cbK}Yi2JhpPH z$VX(1EuJ&zdZ(WNP=x_r1>b-4KW>HW@=ea`XHXu`n)T=-o6t*^I2}uk?#pxDbGctu z2GQ*?zpI$&Yn`e`4XylmU)VBJy+73j{`jNZ{`%nm`K1pJ;lr|=S3=Xf|@$M9@4iO|LcwTDJaA=;ywm`x7A=EYrN^d`eXX<75Dr9fm?i= z{xdf;-WmOWct`us1g8K0%;>*=$XrI>CvT5j#+vE}P+j0(RFd7>*T3$0ybl-rs&KSd z!S8Qg&;9-8wC?@gbw~UAN7&R_XA-+wc%eHztT{L5_c-28U_0Zzju)xWiE65$v!H8! zU-Yx={{LgkcKWaWnErbe{QhrsD|8?4Z^m!a|G)3xc>i%f)Bi^@`u}6b`z%xaNU96` zx+Ajt`^{H9_xE_guL>1j1;4)odhTz(ZTh?SLp#{td-qj;>z8Kq*P3(BPCbryCn}R3 z=l2F)a1NT9BKEgyyz36n?*Fr$+v)$Qe*e7+e*gQr2Enc#N{awa(2LGRj zGx}@I`6qskJ@E5<36?$a^N-=)#Q&PQk9X{3zyDqZzyJGe zHWjw%zshI#pR6NdP(OM-Teg?!|KBtE|6|5`x~YB=)ivHX9GczV!?)Alb58R5d!bjs z@9)uWh3@@5T;;R+TSjJ+9qR8hd#b;S9?IyiHRov!tO*zYA#2z*ripWCqJ1G18#=?5 zIVW8h_#K+5%=P>0&&>dKTffh#^84=<_xpd?7d?*m;VPfq|ND2e|AS2bAI#|gj~VZT zss0P9tG9O+W%sty?QJ*tw8^>bM6bWKUIo9u6>f#@<9)o!XZ3gNed;e82j|ygdDp%h zGpwPrx7DZ%fwEUOP=527!K9~u?S}u?$9eF)!`3}hz`oC|)g7MuRXz)zM@h5m!t>@B z-T_&Y^D5nE#Z?>ggx;3e=>wcaj znfQpm0i~<7oytS>+R4CAOvPMm7WpI()y|u)TYlBsoh)qLbk1K0?eu zitxPgg}UqxXZ3V@{p)djrqrhU*EK$8&dMI2JMP=Ie^;7{-#b33k%OW`uNY+gq1o4r zGd^8oVdyClh)WBOb1lw%yRY*7Gs{uPhzEhh1uqtGeA(IqP|4WjP(GeC>}~um11|3 zF+r`SLhtnl7SzwxCgq$lS#{Y{tflCE$vN^0Dzw2mba(inwZ~%q9)3dYPQzB$?bne< z;)6lfQWD_;L#h>J+AH;CIdy^h6LM;gbS=;&t~T3sAzb6!j$0MQ29)O3ZV=S6TqMl1 zS~mfOA^a?pm4`p$*Xp9s^XEl#gNv&lXBB#<9yRv~k!?`;z4do@hvi|_Pubhlk0$mq zDeX?qFHbxlD}FJuVoPp}oO(YclS#Drm4%;{Tfw|tCs;@Hx++jda?}+F0}U%UjhHOV zD<{7h!3atIv`BG|9HJ+bTfchRI_v4rZ0k^ImZ#-^W>p6c86h5c?rQ5yl1xVvyIZG| z%70A$kQZXb&qP*y#pj-`g=O)%=O?(|+a%J4F20jD^07}N z)}bq?G%cT}fdq<|Ysvp;C2|DC;Q_~#P8;+c5>4izqQpxEe!R<& z7t~V+4Hb{S(PKS%*7*-lhCJ=uc{hW=?``~cRbF{`q)Z$XiC6O< zLk|z^NIaY$NlYq;w1x|Sks+-vip6V~R#Qu2@rnGOT57V~MdEfCk6!E({fr&rS^SE* zl0h{z$XpP^hAW{~{@tK+tj0EvO1c&uc%Zek*ZdKfsnG;0-T|k7 zeh2Z(Tpm%tFYCt$utg9?oLQ`hh4=_yCfp%DB8)3(&ioO!7!|j8O@&pxnqO6~;aAls z@~i5T_*M0({8D{RJ>3P~E_m$tNpOzxV0off901aJ^Zf-)?{UGh{g*xXBiJ&qH;KIY zcLEvOryPg#RFW?V>#0zDSH?rU2tuw4K*n{1VIYF6c2a0Z7m5mGMI}JOIpSBK-6_&v z?;rldwul1ni0qTdC;kb`*Z?y(HGmINsw+E#gP3 zBe~D%R0!qJk3P>~7S@7&q_v_S6Hm+p9_fBoG!eTI;gCM(j%dvj3!>miIvu-xOuTO= zk3Sn>^*?$sVgf*tUhiUS!TI1gny9;+^9Ss*x+&IzUOb32%ql>st=(}fF}gICI1wZ~ z&0;nc;eGTVf>u`B_(|2_&hb8+wY}H0P12jER?V$pcsYV+*G{FxuOkK`%q zSFok>ksKT(;^!>q|2q0A&u7G=bKc|sX7JO>@5f^LKie4!OZNRnOH?Yfr|#mF>mWC4 z?tV0;;g8Q)PVZipyTR_M(6{+2at=2A%5`jgmXAy3J*CR->UD>7Vun7_w2=$b9RIOd zn#OOQNe4T3VDy8XT9P|-mTu);_ zT>6C}ki#}bb2}nsuUkpDHw5DQr;0vqhJIkFF+jgsw4tL73~khX97)dXWe=UPdB!l& z24YLAp$$8CT^DWGoHV;&i-ugi7#mYB#?R`aZgBN6h}i&Tuo=_a%J;^_3mLe|4Tdb5 z5Fi0f)M738rB4=#8B+{tY_=BkG0$dPOwyW{bLvhI>V#!wO$KV#uBrX(hT$u6SY%kq zr+vnjiMXd(Kaqc2d;sLpY?oCopT$lkwyxtt=s?+AAJNQx{U?TF#9%AK`Y?tJX)09W zUTtvxzDUrL>F{1ItRnZ+8koG;L>H6SQIJnvA}+t&{QW0?eRhKt^}G0u+0nLEKG4N) zwqTQwCeDY4UUWBn$0gck$ZvTU!B#@Bm76Kis%>VaA=#^UlK6kLAz8D2UBCk!S>O}y z+ghKXT9V1TRM}UWyND7m4n3Wev9Z(h?c5jGjm-?1acmf?zMsR$)j@DGmUHk0vW|5v zlOZRvi~-TVSq#O7F^Rk{$HXhX%xAWiFl&pLf(5MeOFaLJx<2DBxNr$;|F{bZAIxM^ zvE=ZkSn+B&+mtSP90@@Vja*={Y(EFrt(;}{zg$NX9olFNJ!kWb5gswF@`w@X>xD?! zGh$SB*^AZ!$u6c7PmEC~#&1w3;89aD0B5R0koQuO5+cZ>9e!th2Ai5AHYKqTe(KTV zjLXU66fLW}+gi|%ehVRFQSu0KsJ2gysi{HHTf^{{Ogco+nYAb4jn7W(740N@9p1vC zj|kgEiqASHyMd@8#Ru|yQoPf>+TaxZui%WmCn~HL%x;47Oe$>8ql{C=TC~tPhQEde z+rP$wl%_`X9mHFjrGvd;!;?j;G8S61(`2|#F~G?~ z>GqQ0jgse(sb&n#SHWSY`jmuA3b-%Wt!Nb7XU8Ch&}-;U~y0D6G<_x-71S zf5`7g3mwOgiksM+UWx?MWF0bfafNkA_$L0?^NE{t_w*5*pE<&V|6_w=lX<<&*+`uO ztmN@(1D~mDkLJP(?v5BbLNcd9W`es3+(|qdrAL+ZR&a~e{{}JjPb*Bh3afu(Gq+ao zlM1V7H3VBvHrrS8Cq%57FT~1L*0GwCPwwg3(b_{FsMT}dG&#(&Z?-po#fePT?alHB z9%jUi=OfkwFL0t$%*~zk*l4Z4BTYNNZYTE8aFxKF$`c&^m0S&bLR_$}eO4Vw<~0Hh zd=DWVbtA`UT(RB&(>gBM*KB+Q8To$iG*Is!X65{r^~Aas%?N~uOZ;u>o}Fl1!UM#Q zJJnu>d_{)2MJC>g*;Az*A!uTY2zJqGAm7j6tBNeoE;cn9|HpiNIG$X{Pc;6xmI^kIbpd!^#|Wuus`a^v^2(nC1od_j zhmd&Xd^>qVvw%kzROQ@%S{iseVUXkZ0YkLd_5A1<>p@xb|8@1Sr(Tb>KpvL)<2sOy$m+ZKOvXn(La zwdFuc27iaYT~2)i%@!0)x;7XW{h<18Q2$!*9BEeQDhFu^wJ~_;zZO8hLyHky%o1EC z!4gwa(;= zFJYS3V!C$+-MWhg=ASW1Jf0%yQ5bF1pA%=oV9mdW5XuP@$&^Mo|du%HXOJK0dTKObtG^$$VwZlW}xKA;<4pa~9$e1=6 z?@TAqeIKbYcYJOTBSntb}e#RJ$OAE&4# zM1>*`gqf?j`*yr~3+>o3ap%lr;rW_-zatt(w~a6Bk!2MuKGwA4Fi7psXTNCpEH?z2 z?V34BH`;$69^$qbkf|NcAKx}7f#k>V-mwE<^Di^27rj6j`s085Mli=~_%Wi&Gk!`i zWwqkO3$4iUP5Ll>6l0qlze3^HZ$X;;Wj^{up5fnXy|d^?*l$;{z**ZyBGiW;%|VK& zA54{uJ3zoiNHrU~xTBo{)hu{8mAySyKMRP7vTWiw<;HEf|EQm#~(J7i>f7>cJA=ab)n zqU@|m>qK9$(023f-Qcf@+&5WM#k7G6ncpQ3X}`^}tr{jPy$`hy<~^X5Wi*0kcU$M} z6pMYQ4k0|@z0W0Xv%;GR?||E0a^ly0t}b_Bp+y{D|FECG6TCO*=HJ^B#3<&PBJTg@ zq8G>Y*OEKuYI}`cJxF>~byK<4vJK=)m0U&|?s~UY;oS=QezKO?QI4yNRi_o`@(oyd z&_frNAzlkPNo0r#7*8|HoWvNqM)6pK&B^iJ#CV+Du1sjlS_f|`F|~rgOh#)az(IB_ z!5RxmQsG^SFBm%!NDqe0M{v06H9*c`ePe-92{u^ZEADcXfe{ zwY*2kl2a`VQ7n-4Rb%b@4LJ>a&2HHXMsN3?yqP4Gd+nqQjaoJl|Iz?kX8~JiC|yp( zx~Vg|qPbKazGM|FNnp5Kc^XCixb0rcBMNVhmLOPJ0t$|3VP=9FSF zBmEp{I369`N4;#B(2T9qL_4)U)mYniI-%@omHjnULdUV|!!d`L6>ELF_t5dm9~&ZJt9h&eR}NOsS|I@20L?X zApHVAoy2}_q}CrK{N5-Kw%w&`X_x4ox}j2Py+w{GWr5^Tx!M}%7O*f4DHOvMPWA4^ zljF&A;MTpHxA+8!U54nhSfIEo9&oxiW3}h8?wjxcv9&oE3k18^1;%pD$h0gAU&USU zEF7raF^K;p!vKW0X(LCcxoNH>Dv}1U+aW1vc_oPR9n+=uSMp{jgG;f|idAk#3n!kO z@WUx?H1}X65k3g@k{e0n=sn1LP=NvhSgOL|*75Bx@#-g=Pl7i|0U`mRjNydkIF;?l z`N*D^$g`7YBOD?vkUFotfTkNnp>{SmWwmjp+KBOJEIEVY8>_GI`{IvPA_IRVXwy#9 zy5b*PiuVTi;&20EK8O5O^FCmH-!`p!Hcr`PF*gv$)WDrd%ha&zl_K37WL0kr4Wenp zjt20-dgIfntFPjx*%y4-l{-i>{58Z^f8_n&@Hs=e53-`}6cZNr*^vT0IlFUlwFzyu zezx@8>6cvIXtg3g&sqA;WtU$Pvs%|GeBkniOTJ;X{)jNJ9g*e%$`gGxF7iqvu!^`_ zte-{Qo~YXvX?fm?06P2EWBQb8blhE$_QCx2cM9E(rO&0HGTXglQ|nW0*1GPc&!;T# zUq>>M8-Xyi*6kuP0)tPk5%?V&0V_6+b>Hb9<-XaU=e`n2t*?=VQ#ptzf_in+wS6dD zD>0kte`LfUx$`2X&`fjm0WILQ3zuPdw$4MkS z)=tbI$}aGJ{u63R=Kr-G{!W4wml1gp*QdD51?dT-SjqfNCK-~j!?1UeAbuG8~l+mcIw2--^f6DR{B_Js$>oyvlIbv6WbvQfTJeX*^c_qL$ENAQ2GN7u z?`*W3$`E8_EX`X1SxkfwD18Bgn7&(vm`G<1u8k+TY=vi+&Pt12yieY$tXEF5 zCtnpdq6>S7V=W;D+}G`ry)XZATK2A!TZVu9c+)q{oj}*JTDZ1q5_L_=SsX@KE!KgN zlowH<>9O}GNOW9l(4}*#NbxtNpe0q_9en6VTfs0cmp?Dk%b0m0IBe3kD?cGXtuAd$ zoHaaM%pdZCI@td<^jo+zo6ooORdaZD?<~IqtR_Of<-zhcf{+>rPaZ7qA#A(PKx*G= z;%#@El87ai;xr_7phJ{CD=yZucW@+o5FX)LuJ}p41vl^Km!ukph#|rwMiT;IBIh05SbFPzrJz6&R>FhfjN}_$awrWQQ^73H$T3&Pt0gAz#mi&Xv zNCrP<Y46bK@mk!JGV(t?WtJKobAfB9ah?4@UHFOZDVDq#pQt*nfj4+N_EViU@tJjJJMk?n@L~MUX2W!&$`>^Y*`7MR>T1+H@6V z6q@eA|3MXVUs4S!T7}UA%&EUNpB^n7uI69t#bH&HuF$%qrmz+I^%65Tzt>{@KdUb! zX(^Z^JvYDC5>p4MvUa!Rua_FF(C-I$ z*h|-IT!-uZ7dtny&KLx*)w+(et5pG_kXNFls7=S+7_V&4l1H%6;5~+{kXdZloCsWd z(Js%xtZ9~2!D?$at8Ehj=Ay?$ttZ5SBTk`S6UXX%l^2#B(Y(CP%VYd`{Owb_8eP+- zDORZXdMD5Xc52yFV9h-!G#9nzKF!}F{Jmh+y~6{vtMcalg}=ASGw=EkzlAqPth%T8 z+ssS!W}=Etzn<3(1Wbye!kY>5g|zpRbCH=iE3}An43eiXFUhU?u2q2Avx6#nvK#*&J;V??QoKx^0x?d#f0C%$(?p!nb{CP z;VnYxW@ptYm<{7urE%W^!|w!bziqd_ly7a?2a=tzgzaMZyzO>?@5kZGtpFq*hox5W zI>@`z33N;aS6|CX5(Nn`G`eeS7iXn7jRrW4X5^6wCyui=J(XjyEF#0XIjmbE=LSuz zV1PNVtFq>X%hF#8MtrH|OE~?daKx8|e3_sA63YIvM(D(e|0d`gIbPafIToEWU+B~UGn`_im5?7~)m zUXln%(~HYX`%i*j_Wt#ctj7>a--bc}n16&ChvU8+Ykx5qYkwg~%o3=Mzi5S3#RJdP zSetf=9(pSBFv}+A($z>{pfP-M<~+!mW8=w-Qle!}EkUg>FHMx*C zh)~uIW(b%J4f6v-!`vbo#{4|M;@H6IDJ(ZDBp_Kp77b(Qzij#iAI4x&Ywk9l-E)|8 ztL_aSoz8s*xBuz-3|60n=hr3O_x+&g>Ke{{CRL4EBzpO~K#O(;EzB zZlmYg<!2aB)h<~maW%4)JqgbQD3uoDt zh$XeP!V88Ed@?8@WNI?C{I5%HypL@yc#D*Z;(-^n-~9l%-D%Bz0&TlPcJ;FKHpC(T zh42X)coR58lI|byQ+x~AA0XQ;$`(P$kWNOhjdUctg;Wn%D<6SG$e;@00S@!5*SPz{ z@P>q~3mcMuvY@!9GlvQ5ycZk}m)eAcO<9`D&{TrG8pLOze<)$2YGql%FItyw^3V=8 zVX0X!sOOmD$46mtgD$iy{ROe16WCIX0;_HZZ!u7>Ug4Mc z?`${b9RzH?v&oouM#{XiwV3yC`kk%Byw|4R**eVo{Pa6p#b$r2m}~oVT-^?TS6G;d^$bGJY|FC7kS+CL8y%`aO-B_);1?O!JN7c*%Dak zpCntJKWGPh(gadvMTS0557Z`D^l^6^_L*)w7;_9tQ=IYd-~<122)3nz2t|M?=_Yvm z4f59;Z+&XWu)f<~}?9POC>pU*~de$$2+hnrwSTN1Yhf~f^iSqYoIexzO^AOVJyvA(nBp9MzQ*VqqD$XUS!4AvPX}3NG%}4zrkJ0?`;Yt5vU5}ZB2Ze#TZ@!z6{k~)DanSkYQl^pS~ZwL9H~{qVyXw|N2u0hb6gLTw`aW7LY!d-A^ou*m9GWXaR!HL zHhKALc_-C~O3T@-_AyAY;HQ6wu?bDX9kaNub$}n!x)lt&4Gnyj>WY|D0>!i0<^X*d zPcR2`m~VwEguA7UEc&UAfw0pKo@?oOl#>|Txv*Gt@LjRyGUT90kuL5EWoV1~YK4 zW+ZtbURqz}R)M@($qDxmgIQPyLPW|YufKOwXd*FmVf~6)~1dX z6!eU>>G@|A7q(7D#Zer>+SNMWBfzwZashL*T>fgeY~(1?iD^_nN1K@dwLuF`pf|=r zCJw7$r8)0F4TM~1U7ap<0(JY6k@uW>Z|RGS^^)e%sckLW4yG`Jdn(@gSL-^BD(7ZK z^YuIoTNu$!pz$FMRMvSZh9ap^${HFUfVr6A(D1Vq+j(Vll2gq%`0pBmsfRQ!oS+a5 zx4Xe>rzC)cJTN-0VKADU&^ z;3Y3a82oNbcUH8#9-M(h*t9>eOS+C}V>dLVoB(%I3*RBmwv#h3q+6$coF9q>HoJu@ z5;Hwi*Gwb{GI6hxGWYPv0V4ApSk6!}fT(kymr?t%=qYyNUs{Ld@nMpDwQFx=M zhw5jW_F%@Qd0C0Aa!PX)IOJ3#uCZ1ggr1ASiol_Z6@;K}Ly%-vFsEg$}$yo)nlZDsElf~C+j5GcY zT#`w(#KtCI-J^D33&Rmf#5|2dR;056se0_yBVrM;#|BJ7()$HyP+Vt4Az$8(RqtxL zHCFu>Nw}$DI8ACj^`u9H?@hhJ)AVCywSi|jl*FIf7Zz&IyVY>*5uYr~R(SNWveExJ z2VKWGzGUu4MiAk+uT0!5J-M504c>DBT~Bd9(g&m6gx~?G1cHaVjUYkvQ4D%Wh!g!$ z5XK|o;c)O>_>fSVh&QmR4&}nC`cROem*RAb4Kf&a8AGjsc1B@GJQ=(eJ0|o|&}e;u z7<~aBtd9kDLR~;1S=aqZCBu2b9;>lT3eU+?f8tbjv27Tv=u{3m?iPpbSr!wp5n`z= zVnCI}*oOs1z$==0vA}M}1&M+S4dRO@7qPE}0y=Yi6dpzS3H%fv7YEeY)2&UtuYrJ| zGlhV_MLWPnP%B;FpPpw7Dq2tQxo09)(X6%nTzD5h)7tpC6#ouLF>kls^q^J0Y$Y!M zt)OoduY4qCu=W81b?25N$=x5Td^?`JfGz*EAWW(-aPXQc z?ZQe=iiMSf@nrekbSQiOsBxW7!dW~!RFjy=_w&Ow?u=InKRDfWPEnwZz~>d%priu? zx=5nuBTAw`w~{FE7bSU{Ko3dud|F8q=v5L0UQm)j0v<{9d{s#l7*G-gSm>{TcxBI) z84USlE^w+}Zl3L+%bJ{1fPj&Oc8guvjV|?C$K4aJd>Z8RXof_K6nHxZc5m#qK@P(AV!JG1aCI~hA1EZaHh^f0+p`F+k+?mpNh06l zRWewHg#_HHX$xc3Z(7N33O0SkNuGDmKo*S$x}bY+akze# z)*G;5R($*!acvqN4kc!w)S~v=uO?>De0v}{b+OX6jnXB zFOqO>)As9BKic%FAcFR-{IUkLWrH2LVEFo+w7(A7KBN`<;+Q?VPu58Prmset`!&Ge z#GNt$A&?VEbtPwD^F1Ti>uhGcl0PyQ(smLtyw^?)S(eG#PLxy|8SDhKws|(7(9QZ@ zXxAf-MP)*ZeZJ!!uujIj#X1==E_>S!v^VmRP1)SIE-9=+loqQ__-fD(u zf7AL1_OKhJ315Au>DFTO4YE7f+oX=&YDh%V($`j;(<4Km@m2-h5OB~ZdMCLwl$|=Q zW2i=8>4qgdF?zo_Z=9slWS%!uYih|&0u{};x8Yvi98f3BGQfblmY zZ-%@sGZ9A){by?mFyBtp03m8qqJ~s8^T|TEaUrQ$>sa9=T9?oqJ8^@E zL_2Ytb`9INIC2uLYkA99$5e>Cnl$XA0^Ej?8~U@b%sQpq4%s?rt@H8OT@%t8qqh}^%L>d1@8BP+c5B0^Lik)9skes-@=s>ka*JGvr0yuI$I5BJg zV5Shv2iIuI7J}>7=!`_7rWcLZ0d7+v<0dk$HZ4z;T)RcXniTYkL_Yo!jf1ZM#M!=z zbNwWIUWK!G7#IhY{5wPAS^PfYjWNFg{Tlnito5^C1&gOvQ_xwH@kLyawRlGTI=y&m z!tr{~u7A_1=ivX4K!&Arhk4v%TIRO4@y5X40UhjpZkw5eB>?FPK!SOoH;;NJ_|a>n z8GQ_49Ij|N6qq0@;~>|1*7Uf^`zR_Ae|iWiHD8lr53;!R?;7cHe-iM+M-L1GEQO?= zzUsTs@Pf$^k;dbe&%cR~B_T!6lMSHmQgd@L&7hn4bS ziaxA_VoEUiOfjaVFl1P7X=t;xl4`{YFwj<~5NOvZYzl}8El?bw2^=8oS}#psACkIl zOl43y!dCmEhF@BQ5;R;fYz>;nLtLcmvHPD>Z|XdI7ea50(C*7MMrZ)orW(yfGjz>2 zL!f{j=A{$_QU*$>;C(IcxSFblt-#n6+s*U3zAHD-#KxcQEzO!Jb)b$dL=`^v|M zS6hQtTl@}h)>bpmZJ?VjCb@gK`$LPZmb#Ykoh2r-xwIZSgQ6p!zu06`myA=07NfQ9 zEg<)(pHwL|M|PjmUm^@bs))|yW;3Ge7|nZ`!G~$dRo=^fPJ8P{8Xc;dStry`NzluvT3wOh7DnJuCJK z(|Kb8WNb}9kX}ilRz&-g|VMhPUPou^ zIO#~#FkXyRGR`x;isz#|Z{m3#&)a#DJN~Qx@2Gs0cj}`)DzDICHTyh(N02mlG5Q(s zdba8147!Q0@&>o3p$oO-yEpg{C13!eN=LXX^e#L}kW|O-Bi`Bi#r{4rC*oUmvfVE$ zUt{tO;vSE~G)JPSn`2HzIgIW5Qsuu}$ecozE2GA^%KHs5qRO`^2HKAe@EgKScb6|A z#%F#Yh*-KsF)eaQxlov#1X)k5)&Q2b;f8;})0COcpP% z5nIH4CSJM6j94Z;yzb=L!AM|z1g9PKT^xUp;rJW8j@-8goA%;hP2#g?^|r;o7}@H- zeap1E)%PD_4!VAWb>Ic>svkN`8u$Cd9B!?@VR~@^Uff^3i!QJttiy@L7@CoCh-cPe z!zKfDKpXyW2pivEH8*J&o9llXjgqk!_rqz&Vl{gVgS`25c@Dk3#(f=}yDpk&Ud4U! z%K`LN5%DdP@q4{{J}2Lx^?1Kw|Xz zqGI36V1QsFO4UI zry5)rzukMc>>!=_<~mbp^}7v6xuek67Y%}=oPO>O0xLqc;pwG)iBih9%LOk-aN@(f z&>EKAPz#!_r&gNS_yqG<4xKyaQ9S+}$X-7b27jB8BP zRHB;iHRWyfT8YANEY%RD%Mf{;*g*oh#YVCwvM+rFN7|eHHG@jh(l!XQ`UKsU+}zIM zRoS&)(yj@*4Le+x+x}i2#y-Dg+L*UZhZVAjLKx-YLMHizZ1={g5F{H7pO04_l8UuB z<4aRHAua)#fYQN9ad**RY-Hwl+h_sW!lJdd&h?RwApZlmF@MuapZ7BMr5SlwtyvbF zSnzA~j(1)M6OhIUjyvd0H}6nb1K#N-2#|Q*XG{>^eLdbM6ilu(IOT!S>b=NtPN*N@ z_Ah-9T1lT!IoULoPfE^sM@*S2;U;J#oltjtU8AOT?yvat^5>*#tm%Bq4bICIEoXf8 zcEm5&j7pXK?V+5UOYF2UygUBcKL&G*WX5(2yWHT|$@%5PT$2yxz*S0e{IR@w&s-$4 z+_3~xjV}?|cMp+wZ&5?X|4rd}BrrKdPt&vlo%-0$GxirW5Pf(v))2K=vS1^P8NQFG zJBWW@L|vfnfvAvA*#&TmWeqio@8 z$@Ixnc>q5*$qCnG^H)({Lk!vl(wv99b77? zT#Tjp8K1i>t1H>WzFVgA2WGm4Ye9kMmY4EtoS(dEd!K06{6pRu%S=r^cSGg3fq@mf zAU*R{dYP}U6$;fUR3lkbCaH_j`YVB!DFPMluOd<9Q=it~S=`$QsGP8IO>!-!Irk&n2B z3FppNc)bbBem1A?kLfVr+V|^pm_qxorlQQ;B|Q3m;D_537RD!DyM2GN5-8B17)tB^ zdL%Kq|5CkCUjGFOP+0%Dk>YaA$JCFWK1!#N!#}%j| zaGU~R0wE>Ur_qX`40KG9bsuG|+`=p_d#YiaoH$O-#Ybv_E79`Wd&fo+c~~`?KrSCm zfCVg=fV4ixcrKBnpB7zW_@|SCIi39N;;)~-{rm+ga81EqD}Q@X$BZi+f80@H#*Mc^ql=C{rnso&*bimC4n0j#$K~V>A0E&g< zV{O_W=!=wfIv`mW|UmbS!c1b zV4QC6wyV1vAWATL`za=f^4m~iyW70exqe3mgm|L16WAD6j)G!sGefAaV3kXlit ztzeQkmSG=^e0*&1gKj5GoP{I>i$jobXJis<2ixY(MtOA5IamgR<*Izh72r{NlM`!B zF=tYLfuZ8DsrTIg?!QmF6n+mor?Q+h{xgSc(&Tha4H7i>t%gbCU4J}dg8eN+u)ua9 zN!SVcQ1LJ{1inIWbb`QAUKd37wXl*YgXu)_hfL!uMy7G#Vm0qazWo#XG-;H>W9gZ9wxyzSlXfP4}=cOOx?jXud4pM?L-1xoyFQC#1Ro>|hwjo0L<8_KJi|QCq$GO2*Ax;K^2Bvxnybo-gxU$n$lc zSM%I&yUWddBx+LLNk?hKq;^NVFw(~55R=+=4z*{eBMa{<{TC*4iEzzFGKww2iK=cK76&{%c#y zsYgw~Fblt}9;UrgoJfcHU2BQfDL_fU{K>Sam%>aSnFD|d3!KY*z48rhbKgoEW_Z{6Z&>5+I&zHc% z#ba~cEOtJX$EzQ;k|KKXZlXCvKGbGf%F($rU|~m6r(}81imAy!3i|hIe~B1qM564u~yDz ztkSDD>VC5{R=<&1Ui>kX3&HgGG|%xJ2SG8+HhrPfZyhZU)6T z)SJUJ`3t6+jRFriZu5L=>t+6Zg$ZV+c86%x7=tzf9Z$;fl{D*!>`h^&pAoKoS(|ZtAb3Evb?>*QqgJInb2wgcQ|V3uu6lR>u7POp%AJZ80ml z#ZEgBN*JLk6I{Urq}$;;{CTKK@KODWwOm)sgE|3UgM`F@#+^)>QIeQb*Z<8~$x{v6 z1PMl6Z0Vs)XQsVxXTFNXy>U4taZ5{^g`N3;DcarMe*z4VRLO~SCS93&vd?P$glWQT zaP^#0M33Mz$BK4={;y^!7}#;+wScjZ9c-yGCJv8^U3g}xezS25u4Iw9!GE2V46-5&zKbJ$Gk)aW zL>mhrtpw}z9JUBKfa?Z^r1^k{9@b#M>q6c{UB+E7*C#M@8SIc_-lWScG?xbm2#v9@ zNMg2xp%3x-aoD5oySghth=98coTu%|o+ZsWISsHbo5MMcr?UHara?Ch9M&#_9MmrJ zJ%b$fJYkT-U^?+Xg&d>+A!H!bp2iHNU2w9J_R#nP+qOIa*t69i(k!cE@o}nOPlMoQWlK`!>39n-O2e) zUarQ2gO<=l)&Wtxgf(xtsQU9Xz4`=Eg-;MAe=(nr*@~FneUM|Tz2Ecuhy11e3xoYnie9bW#kT)sTq^ThW0fel_%0vW zPvG#%(;l88e8+rpNH;TiY5;Y+4y~|d=d0};mqUgD_tsSFTbxnQ8D4ya!p_a;TTU&& z@nG{zxj{^x6^d21p{%E)%J7tSeIM57#cXbW%n&3|+8SX1ZqMD3WknMgi-b4%1E^`R~90c^?IbKO3!O<7D~ zi@Tx$6f57&Yx)EhGiaT++dEznD<%1$e$ictB#qv&ynWps!wyRaj|Q6Lk_ow(WTa&*bY;pD$NGWC&XuoCvaNTBfg znn3h=bhy{!4{T@CYs_Uc0-oUYkw6!oJpEEezyoN$iRp49EE!-T#<~m7&xpS{VscbA zqHuZM^!*R^K=W?Y^vH>%wd{*bc^sc*R;Wn2ulVPSwY(EtyhxTtL`=m(6Z4T&!Qz-I zNKW4$2c-OYX4KKm3lH=ALg--P2(D>CG&Vs`rtN_^o%V44vywkmgK_#<={q|6mRyD30o$%- zeo^h*EHfK5Pwvf%f3R8y<8x(OGq?628uC~t5;PivPOi?$yLgq2Otn0*sG>hs|ypY9{_PcZK?Uy3vIt8Ude$!R47xUOxt((Z8r@^x7lyI&woPR zm*qPFlML_|tPd{IZAq$S8q2?pG(_bkuRbRTfV+2jh61g$Ge< z*7wZ%;D4}j!h@=}`bWj-Dzf&2Qmn&rYz!gG-paGhaQ zNaMuj4xKh=6x{$3Z8JAO1lt|-&6)Glv*BC$gFm$8CT3az`*MdJ2tL6`qIOyrT*|=# zRzOPGnjSNal&OH30wj%@-lThoT>}zDX`|ZJAPH+_mD%_Zb- z@k&jc6(@z>@Y5bYgOu&oA@kRDcJP zEAJB`KwZBfe)ZCMzADtTT7H~VzxZsXJuMsNo1vJ;eeoy&!U$cwbA*0@T_$#$TMOd9 zni^{>X4Fqu3Z2);T}$UKHT*YrF$`evb{N)$Dt5B)_PBe3Q~3luqV0C&u55UK|29@u zIsyyv-*Tm44lHyToUzxi++eq{@C(ZUm+djYGu1|dG{X&ZODic(n(0>G1%$F@FXO-M zFs7?`qp=}Qsdq)K`tNg9i^WehexMOS$;;aueN-qd&*KQkvO~TmrY^fg4~rLVaO9Cj z??FP7_Z6qzKbvxfn1Wixe;@`%+;@$BHyGu#jE;A8_IRh|XCm|@Kf~hkaQPXd7GOX+ zy|FZv6*Me6dv0WfQ%r@8cMhv#3t=tvm9Uw2X(_zFylmeue0kXdUsx$7Ef6Tj|3*ZX zmX~pY9hQ>4=lu@oW#oojgZlVz#Q4=Bi&Xc+5f?qVL70`+dHY}yepirQ<@-Vxj;p}- zgqW)*Zmwa|7t-^VQ@WHvu8y*ts%mh|9g&!G3FBnfV^+1Jrm`K@1q_+O8zafu+%!Li zaW)`keMx?FX^n|Kv5`J#?%bW3Md88V2=CDdV1 zeBw@H2N`kUtK98l`ozx-PILHlA1!c*zso!yH0*WjWdBYXMmaqmQIMn^1xKl&&`%Tb zqKE`k212hAgYnj%dE|hob_R}mX%ya@@R4zZsFc>Djzht{(9Yc`oi#PvKdMrb#(ZHl}699s|8Igu`xuyGb@sYam9kVZhlZ zM&;`^>;3fgc0EMl%5rm5OoGXPGe@-|5tj6qSCF-kYcl^#>5J3XinQ36T}R^Ju9=!U zT9J;<&dZt4&l@m#Q6eLU4k2aU^~whDUM*b|ZB`2+sf}pMiAj)Z=fcGrxUh^1dMGaA z8>Nv3nlwN3D_DVH4rG!K9Bxju+QZ)vOVUW6KrIzb1 zFeg2~2y~q?fDo;A%A?kGudB_&K$%B_4+lnowDmrc$)n3^Q=t!O66hGnbJLKB=%T#9{avX=dUwc{igvSr0Wb|s9F13=#n&V4%OkfXY55lp&Gc#}-BH&<_pSySL2 zfpc{`fz0LTcLg~pY*C@ziExIdxZVAD&pwb7LIvnEnaJdflZ>0oXs_rh?jY9`)3qk8isZG+Fbeq%g4z3{O_XM`Q9Nv%eqDn z=}DlIA{)w3=pDhI(s8Z`kw8la>31vrQEKdGZ1;-{9*#Vo8_1|lm2yTq2})xy2Ky@+ zF}hb*O%aejWn6oHA=ds<&7@8AIyC!!5mu1+aCVC!dSw^LHiG^sobfj#SCR zKW2=)_KzP-`S%}@1>s)11flII4sB1wb|AEc(>9x_HK6CJ zzjGQLkR@mGe1>*s+}%R&Fwx%C{8gX6j|Z^L+iV9mzX?Sa?J}1@I$ijp`E=J+$MM^K zRUx`{U8Rx9(XNW7(MF%8A5Cx811AS=^zw6a17H`^)~&Rd=tjFa=In@9Z*9Upd28b* z!uvXN#j?cSm%7Lk?Hb4=A2i9i!WTPa2U-hjX^j>7lXye2W_sXj5Z@ zoSJClc+<#=n#oRELG#BboNq;@A#Hv`1na5IerZj3tuP4+yK53oH@+ozTB~-8tO1Dv z4gT$Mu=iyL%L9{6rPF#*Tjhp#xCYrT}u?v1;wAZi?sd4FLL zVbjk_2ESleZifMgv#ck)KNE|az5yGxK^I>H#8#rd@r3saKIj$w1_{yJZQc)wG1uOT z(KNq*od3mZB3h?TPO>aoW@$mpMV6~RRlj`YJgOWC9~$xL1N!wx{4_IqpNYWSk4&CE z*mRP4|CpH#hJE@Vu?0;iGgj%eFc`s-MB`IRX=v+f;9c5vZORW*5rwq{D|-UjGs5J zXP8f8R0$K_^dAD138oGF6agJY=rv`-i>d<`g{bEW*4tkeT^&!(81UD(@{KW-nzCn^ zvgi06h!iw^!MxX)Z*(Byx8t)MvFje? z+(6BZm(m7n*{i}1wEDz&^@YP_z1pHv>I){)I3w@6n}-|r$1o6|YPy}D#*at#wdFQWhzEoYXSz`aleAL_2pR8Ww|d;J zey2Ik{-Hq~!}SQM*ba0_LHK5)2*P6qhm-((l((4PoAnQ7L zPQHUwYu;~`++&}LI|?Hkef?~ZC5>729g#;ZgL&LQtKAtn_p-SJ9PpQz7t0)8 zhWX(PFH_SEkd4-08u#tm2Pav}UtkrPVICW;o{f}7zDbyZ!|umgN)R%n#1TeLQTr<_VIQeUCn6MT#15#}pmH>oQ@@yDxdB96DHo*FYxGKQnvGIBGSW$m5 zo3U)w{*pelf1`YXz-l2Y(7)ZpC%VmkDAo=3W{|X`ht`zVC);5y#|k)J32r-~0-VuH zdbw<+I-I5Tvcp<#qLQcHz!%tuhYZnss-2v5QikxY=0+ii-d}x^?<^8S_qMb__x3{f z+JpVYsgnNd4c)u10qEcEH7g}15}-hduakw0BODhBWEbdMSM5=ovq&0 z(mUNd{mW8FL-Q}&f4>OTFW@Qu2trjvs)*HWLiKn+$vcH+XarD!L93AKeJCH!SE}R; zwO0R*SdW=oA=8{~j&t3NiX(?iE6p(-P0NguCFOCBSm^!ghdQ*aOrKB(yqnVRp2iaf zwo34>HIYyRgWgpphz%8oW$$a|g*EGW7n$HTo#@Ubi2bsZ`(p&t90~@Im9)$p?r|rl z!?NGHPNH#+PCXne7m!-K1|8()15@x1Os-!4GhnexRWsr;jf6l7n?#fN1@8G$VUF?U zjO10Sprn7=hMcd8xnG|INe@|{Mbew0^vBcP@P5Acliw&`3l~YEPE3RD^TD*P;K&;` z(YhbuFrRnhQlBTcUu#XDeAguZd0&NqUH9G`aO#c5im_jgvEo_33%$Lp%+r`^)-)~o9Yj#hYim7CQx3nF^4m#BqbqAx#@>ZfL z{ZlS$gj!Ji0PUXrY7kA?3y5XOie+xkVPHbIwKJs z8yc>QYf$Bp>ce32tbC`)m`W`K3!V)T9ERR{9d9tj%x!vBHIimX%_#e0njYuIwbAO{ z=Br}$8=%u+brrWuu+LD%D|c&H^&ehkQqxdV$>l?492tvJHPB83PZ@4so|+dtWw>>E z{d{^bB+#XCzUb!Rbi*d@V}X_9+@P1@xpp-43oSqe?$N4L;NKtlALi}6rxbojEIEK= z1&i^-;&!$$AizC@<;T-e7oOPTXr_?O+=MfOq{%Dai`<__jCg4<$J!ZH04r8`NLxbK zuAEn15qBSVDq-La(N~o1jPv1QEU@tDt&2uu!t&{Xs|tD9y=Vfz9gB`7Rb)`{J&VRt zKkj>a@LoUwR%OVI~BZym~)tju9Z-Hab zpEN^i#w}XiAtgy+w`5_r@v?*i1ct90u5A&MkNB1vM3Nj<{qd&y5Hs8Mb~AB6K%=@W^OZHwprWCFbxHMnB-N*eL>ERQ%2^Gv0*O#PAV$2Cciz zZ=I2SKBShp!Br9T2}jh=Qb7(~y{+jvGm`$GG92SC{IeiB-DQDyEXf&x6JaGX2Y?nT zljAYHL|G!$hVvtX&VSvH#Ep^SkSs_(I}0zVR}5ds91B|yJ$RLqXne72tR<@ z|B6HWXr4wUKgLg9$j2ZvnMr*v2V6POJR<#w;zwjq`ML_@unIKLALYGc%@-pMYG^R`A|nwQrgmn`SH z58b}A;~gKzJfyuI1alF@WveCu%wG_#zCkhtYt@{5sBFgZfVF%EL75%kasBNmkne6c zxF!OQ!Dg*LVx9NbC`c!bb70W}u*{|;MNF&2;uUDVpo+D^#%7fGI-3nEEG7SiL-Waw zba4*1kl+~nyp0T@w`e{+wl&4kfRB-e=Xm#`ss5y$t}a6VhRz*D%DFF~@)HU^h!k+j zp!Fr@ylyA*gDu<)xtC&Jq}aC?jiDD2mn$`Q3x}5@=Nhi^LQ2xC2LmMCngvuxR#-f0 zWPJxesJ^k(m;5&Dp1HZI@Zua?GY{8z5w+Q>G8*u)Uv?*__?@gC?j$L*I+^!Db*hi< z0je~NgNt+UIX7J8msO=eH5%}7W_FcPzsfU)t0ZMsl~aNrRHxrhysFI&$p58~mS8*r zlI69g`f+RJhrq4rZ7+jjwXa31F(GDWvXaK^E)7y(SI(T;!7AaIJ&wFwkW}YXq8|?6 z(Ejq=>~3i!&D`Z3F?S<7#UyAor8~6}kf{qk_(8oIh89$6=noisJ!?c8uC-D(G-bAN z*68W)zB!%U;1Kn{yJ#Fs<0Xya-u@uLy>CvV+Na(GK0o!W#uyyLMz*nk44!T`unOnl zP#RpX1jSE^VyRH@Q~~L{w+zK?)Q;}sw=TG5WOLs@i|x|`KHl4P6{=R0NP+l*?hjZM zuf1tq@FM*^NKthMD7EPHL%6C2tIRDl4GKO>>UMnyvOHPe2BG`=(Lp*Ib)Nv^8(mKv zlCmL0Sk&S)R_=}`<6vo{Z-mlblEmOw>C3rO*^bux+d(1Q(PoNAvZ+P-2<-rEn>wKg z!-MWr_Nc?t76vj&nJZdH${aUvWI89HHQ|>@$WIwAaHq!eznKrXY0Y&0A#HcDWFf8-*2gQ`q3&)9bY_>%EQt)DaCUoBG;G22CQlhn z+fvc;^1jdS6Tq0^1#a$AnP%7TClpUgMdUn&_JXxeUfZ!b*CCl$!leP_)v#;4!4jOD78+15YgECo&At zsA23_%(_ zYh%@a!`*+f7{2;erxO1JH>kTP$N1fi)fe8I)#9R|76S*tqccqw1D?HxvYNJ=l356s zqfz%#+whjg&7)Z8M^PqT6Jr*O5va!VR zK#kU7tYOV|FW44=y46R8yh->Af@yxxm&^+U-12PxmnhV6GTw~YY zS-wC|mre5I+7;s3B<2^yIyW)DDE=(~+w{N>LW*{B7WXUD8Cq-vM<;}2;LdTp__GIrdVZ`YV_hz_AgGDT#* z)$>gsst*4!BmH5>Dm;_pGp4kay!O>B3!xTQX%pv|bzB62O+?tco@g9`qBIr4yF2yrvko3W_8(oE4PJNzTuW*N2WQ zGS4q@Tn!~A=jWx148Bj1hGF6tnVT*Wo<|$ZC?gjwgDe-@BT~K9T6u<6MP~5i?-J2+ z_4ejTvHIfgnO>EtT6$G#cK(g#Y&fD{7;B{3tG738GkImkUB#sq(sR0+vGieiAwyS# z(GDC8{7|8yE{EOQ#mtCTZo}O%`szdc4E!$(ej^Cu*0_b=Gv1A(MFYd{fLpZa?csM$ zb+9&v-@)bhKmMar{Y>-eHSVL(r@(@6!a5&DVB%l}AFq52Nf^59sLmZNurn+WQz1}> zDaOkh76Tc&kR3)^4L4q!Gvt;U_sNLyxBaa8l|1Xc8g8AdNq#96;dTRj;fErr4#7sO z{rS9DeR#0t^yN9tA7QqG9irGf7D3iv=fHVkfYX56#|17VJ7|)9G%MNBK7c6M=$hnZ zD4CHi$0VDOl?*a0q{9z|)np0_zJFmlYx;%ds<6WWVvDuXC)S2~9;x2kd^)Rk&+KII zC;y=GbWh|N5#kIl)76`s9*M(nH~0*nz94fp6$1tCM$JBRvdpYo8MRfS*^J>$Z7>53 z;`?AWJoa#SP+T@V=sg=A^#19CApuBP^MTO7Z5zz~;}Mrzax>@| zH)8%NC^?&ZP5|p^x;x&ShBEvOhv}a-xp?{F#d4zk{tYiBoOxL zBsnHUX?7vwD1;+Nri|bRlmR(!l7IoA$=lPXor_ubHfNkl6wq&s`VAaz-*`iUKat7F zv~ZMpjQ($z&7tZ4Z1Ay;6|X}A6|v!5 zaGWYQI=g(+1%uFz?1B!YBfB8$iNDu{1L-cnjvMa6*&3w+(}(FhAEa53Pjp~a&f=&#u+`sa=g?)P$n;;@;z!s6l5uj>Dy$~v9RZe=;w=Oy@ zjVsiAtIofWfy>7}Xps#~=rEMF)9j`jb+I4Sf~}spYK+=k3;nwZ6bmgs4dpVQvkRdy?Ww1CASqcq7RcVs1nm*~bWg1QQQmj3X}C%S-?@Wte<58yWT29~ zX@qXq87RDt2`Icydj+ z+esWM`}V#e7D5Fq0)Fo>Kt>qOz}KT9ZbafDVpSBld70Qz~#YABD1}Vim~fCLlB=;8u;U-Heg_= zpaKdq#7HKkU*fq1Y$+yXrnIxNNX@yLEXc3P$QUs6-xaIeh1IRD;>wgl>tUmhJ*+m} z1Ind7k2Rql3fI)b4-_M{-AnRBH`&A1ly@|cyziz%94&4&wpHRCLY9vSCGC zL$+1LCpU){%|Z?9($!df%GEaNYkBTy>FP-w2KTJ0|HG&dFtgG%s_;(SCRHSJQv%;2 z*fp99>N{iAHK8l+b=>t5o+Cl+l-?k^iKq;TkNnDG@Hbm94$oOsX(K!E3Bb&G z!_AE(Mu}*Q!JSwXwCgvx!NzGk?( z2X~mD@&&(K)2kSz~gdXfuk371IB9f zG2-9XEU=|SG{uihMvYvR*G!Bo1Aj&qV>*c~UzUBGQx6MHl+_Zx&rTL^a@<)V-KY7u z{JouqdMEIWviW~(|4v@Rhuwfo;lybGdk2^MMvwZe4+RSTI0+gW<4;JYvr2N{5x#CjQOe5 zGZ|xeU$1ygUl-89#~twg(*&{a>hUgBkl|P`!hh=$Hf`}TtBgG=`{0nN-6v?5z>P`x z2AGDX%%>IMi#k##PQckVx?}yCqj!T$&qenTcBifH}0Hw(M8!p5dn>!Q!9OhHu zP^#qA%M8=s=y<|2523SeoKxV(OkW-dF%1$9^zdA5yB|4M1++fZco+3oVN*P$uX(>x zdW}jh?wqeP>Xwu%eS#&VOJwqo)mw{E$vpAHG&6PL>Gk^kg85xzes3|qx0>IdnBTSL z_h;t!=jQj9=C|r%<^3AJ89QkVaQiJacjGa}Hu)HZ6NJ^Am;IV?wUKHV=8c6FIqc4aYlE)9B9Hv4WL&638EIEYh&-Zy|!wAoJ*&YI)fBKv!y zfwpMt)L;X4bdMsF18K_~rRr!Of~o{T6euMRfZ5iV3<0wb()?!aPu1hkstM-2*?6?w z&XwN#+f%7G8}r^o$h0}sr~3xXxG-{Mb~68~KnYWT2J*i3xea3e?As`4aF1N25jqhX6COp(D;+WJR(J9xPZb7?uFroM@ry))RY@d$Q-Jy9FkTx8_P_G|%S&8SSfWx8%(!coGhi*8ApjwI8Yi z`?HH!Mfv@6g;?G%LDBdcymqJhtJdAM3VKcSfPZHZ&Hys6abDO0N)EQPIB#U_if1U{~Doo${P! zg~kHpqj=^Sm@oD5j-cxMyS++UI&mlCJ8s!ijic@5C6Cu-@Tot?OU~FzOwRXrHw2gM zY&`1wTfLyg>sIeQR)^`e{6J)IcF9!{vb($8E%wBcACs|V@0s?lE#}JQvBI4HO)lY6 z?k^bsUA}uOiI}*#wavDo#-|iuN_hrGe+4q)GNQ-&EKKKySCaB(XKCfgcsJ!Gtxm{*47ZFFuIlF^@8qJW0Ju74h!oF z;bQT?6_OlKBFVFG29+v#;(XPX$iGS@(xmbIci#`|k@Y=>4}Ng!aBz}>Y1~CUMdV7A z{DCrTcl@cQh|LYSaA{YJCL%N6yGi^4WOSoDR}+;gnc~;+2VR(3cUP*UKrzYj|CyEJ zM536v!~bRNw=J)R9Pozj(k+Nje9A#yTnYm&ZcW*BiQ`T<5#)(i(Oqv|`JqcAOP|Xb zh{MsrLv3VJz(hB`?zrRz+`us#LT?IxXno?jax!AIh6?>0+wunMw@q|^s`HZ|i) zb(qxfa;fF}Ju48Ghwsg8Ib+PZ48GNRH}!PpA2WUmi{rmp+dVPPJmC~92a|#7r=Y&s5feQZz!@2M>d~NDx zPcN)O5qGvs%3*OrK)hv|-@scUzi3rl!amSCPz({IGD*vw(XU4AYcuM$x%)JYI zTvfF{eo~S)ebFhjm_o$^q>y4$hPGgcfK%F(6#5w36ao}8X=d64lF5*nloYudZYze? zXw;(RrMXx&Dq_T<1-TNSLgg6|H9ncEz21q>s8y??{eQpvan3$xP9CEEKL7ps%&fEa zUVE*z*IxU1&e=z{&QD?_VUyJJflO%$J3l+J`?q_F9z%wuKft+4CmA-0z??Xz|M=lM zita^v?iYB(EVBC;%u=!Ql0R&K#_bp6{*Geh+R+u{eu%$2-uPq0=jOpQk=-xl{ui1q zeL1rG#oTeB^Q=3c+Vj*eJ|-2KqZE?!N_)*6k&-*2m|9jBt1~FDKpEj%_`k&nH0z?d zCD7sBQ?O?;f->Xv$eqUuZmvRe*!vRfgRXcQ-Ztau9TwmHI*yKX&kzP*o&&y%H3w_q zDR33P;OIT;QC3fgXNzYN5sUE;`v_ z#_@f72&i}jPq$dP$H55$(iHKG_zMeBntR?37yK;Jcz2)zgVuk-CwY1dY%stz-buvw z6x~R0N6`kb2rvd^)DR**QI!)Yk=p& z#88*V=bq0L6!xO(o$=BNsDSl3C+IPCJQSAYV)rLS8(}d)H?eV!??%}3nVrWc-TFnk zkoxvA6VcpMKM-1q;+_E=S(v5Yc&2DJu37Y1_u~}ErFeqlx#hQwBr}QT<+uIz@1j5QkN=qOdVFqdi)^bLR7J!4R}y zdDwoY=-WWi2$AqDT(J$7v0ueaE7+fBU5L&Z z6~A=gqM}0}!E*1ZoeLgD4`)3k+BQBt@IYyVpGv|R_F%Q=d(zv#33+gU!adKuu<#Me z&V3zjgjss`+L7f42a!KF8PPv#oxd4DjL`6XAu?>O0;;F;qlEE^o(mF#ACD`Mgfa>+ZF-#2blM*~k{Eej;mEFU9pz9Av%p3H=^3 zxSs`NsVfRA5*(~n^vPw?BdV+a1m7xpKT-5<*NgQ(JMd8T&PyIY42!g5hWvl)Jv%(; zJMKdlg<0eKp#jR*J+mA5Fu$IQB9`So{y8iLcNQ1sZa?WYUf?za*E#5)+d(INOAHy+ z-EaK;?~tkcl3xP+0vl^5&>>MdH;Dgc@t+j`De-@c_`g;B-!A^U#Q$#b|32~m ze(~QU{-rz_|DcHJ75^U+|GUKhcJW`#o^ruo#PtkueTw)m5&x6K|9tU(y7;%n|3iYl zR9v4e{>#Mwx#EA3_+Kpk!{UF5_+KXe*NOkKbzJ;%B+$W~Zy(RI#4THSyrI8JzWd4Iv9Xpv}3ABB5h#ai@{PWl7g%VAR8y}JxF!>_#eui}k%jqi2w zYNpq?xS(I@;xV|}@X_};`6I-SxH!Fcc#cay!1P0II+R2H+nxNKOyBRO^Xc5-y)Mqa zWcZM#_m=<89wY{tU@w{uO>oO+y(ZA*jSo8VD}=rpH~Hf~)8hs4vLwxfG%RPL)NpyFp7vw{R2VeOs?&G{iGT4MFL);ab3GVUWn}hlC z6y3|;SHh|sVW`CbdikjbvR<#VoaAH~lfG5c|AgBD!bkk&sY0=ofNmBe_k(YVB8d)u z&n7INWOPQe`l!Ro<>&gVBz`Zgf_zov zmg4TfNu{XmLk{uAO|tuB)00JcpCHF}yU4L-51jE%X&agT+P8&PO86|nFXQm@8|Kn{ z;g^%xX};e2*Gjwvb>g=tzKkb?O>u;6!~^ggCPc@v767N4{U7cS2+dcY@Ml;RA1Lry z^ATTQ&Ex z(6kHgTdk_}w^)&?^{}`7R>7ln1=3-1zd*;JB;{WErm`~ze0=O9_wMg1Bi~PUj?>B; zBht*6CCp#VGvZ)p`o(G-71v$3dTsYI91ZZ4_(ti&vJZPPXUS5%n0t#*_?Wmm0uO#J z_w<+9=%(QPCR7_&cDWj=b;p}T6_JV;;0YSM?g(d< zM3W6}-@)?TEsMkLKB?t%xw|DpRUX0Q;Xay{H*%iKy%km0BXkw$1255J=tb_BB6RIA zxEpOrm^z|4vk^&_QoU`0iLhVw9kLCD$;aOxqJNF#uK0$kl$k=58t)E0?ezCCDtmmv zhShQowL1lT_~>Do9?{N&u778?0F$D*I};r^;b3j5`nD(fL5lAxTn+|mSgqb8^5ap0 z67akfDQ;Wkm75+KjzS0EWm5hP)k;3`;l0pW(MM(a6*Ao%A4K_XfTqHf<=A}jw>Fkv zr_T&dKUb&!3OhOh`5pc*1gAUvKOda_C@M?n*BzXGw@z;fPM-!}6#3VR^gX*Hw9hNg zIQ1v&6?gGkrq?Lks6SiQ-^`r}oApyIi?%g8)D=seb$6dUW`D28?hW;az z7k|pNAJa?UBv0tl_T77nQQyY=oFlhqK06&9FIsyinC5;Xt}!p=tanp5_i^1-J&6bP z+%eG{-?1^`jPG6G5j4J&H^*%Ic`<8wF?aQ|lxd9bKYLJ*?@&*S?-}$LdVF8$k?xGh zQs?QC7xXPt<2%)G$9D?Poo#UYBksnyWpTJU^XNx~5j=CRhv`CUe828F&-ng4J4kMZ zsPTQD!QB|&g%&Z*8NBoyOC-EkFcCej9^a$nBm1Wq>vttiidOCAFq9dt!CB!7?_I<-I|xhVGVmSIHNE9G0oA7_W2lIVy!BBJ#B*ZS z2J2(aj4uES?#4{M;sMrScP|Om`ska#)>8bs-6QKtc!Ziv?{|njGkFTmH4Acj6LW~! zqWC19NPHD;$!WZlEGKqXJIwr&&&Zd2E{W*|PVlUEG3v*1r;1q@joFAs(viCb4lFGB zt6$}p5%Z^MkE`?-g43_i>7NfyKUb%B2dDph#cNW2OHg_=cMJ5D^B8oKL0hJ3&Y=1%)bl?G!pQB;u*ycI4fp2A0+*L z7Y`HP>*AfnOI_Sz{y8q56Z!w!(WjUAUKbbr|1K97?SIZ&o%SW<#ocs~|A32&@nWTm zi}re`(#bE{U#Xie`inU(F60^fiHq^RA2hI+!Xv}k$4tC-c+i8Vh6f~mjO9CWk<%Z9 zXpg;>4lc?YS0_w*{8#Qjsr{fQ(O86ET<{CS={@xD?^Muc*n2OQn_;{6a9h~BA85{p z&|adszhGn)a$fj(e)|aKe~#jR-uv_UckdSUbriNx{wMI#w8AmJ$1RKDWf#f%G5Tkm z=E?OJ=Hu1$?+TFRUifOhe+zr=Z*%wydl$O$vb6tEWHjaPa`D4V&$xI$@j@5x5cwZ< z^6z8)9dYq~;+YD^zj{bts`KyJ&AUXyhf+@d7}Mvt`t@*re&i-6y@&kbD&4S$YVTN& zqP=&ojXCSlz6v_1tXBFb_^b8kgGgbi-GKROHPeqT`1wUl^YWhrdt?0(`5V?BRKr<+ zR2d>%X1IbpK`7TB$sl=$S-wN9PWhrNzhVCortf#t2Z`@>@hI(4qwU$fJ4AbCjC7G- z+1DtK8sA|rtpB>#MxDZRyv1WL>Z8_A4T#-yEe6_{;iO=G0d&(+@3m@M_{mu;ZudD@A<2n=a^U-25!W@DVq? zk?kSl;-dcIE-v;1YFxaJ_FC!U70iFs#ckpS|6<~=xamF2Z}1->Ztx%S@wbT|g{?&S z)c(%izx(Rz(J~aPn%g#i8x)U9$h%mM{dIaI_aigiHy*C7=2<~_ShPUCH4qXb+wXts zjG%$^(;fO~iOBGzlfjkGX+HF;&0TNGchf^s|7h-#!1O&;Q8~WBf1>Q4%5wd!*dOo? z&;I@X;PLm<%jEce;HEqVzVdCVhRTuLDTRNRWBl+>981V{7EFKPEJgpw#ONn$`a32@ z|FaVn|7#{j|FouGI5GOOPf+~-{67;a?{>}q8{^SqO@TGWRhs^;@#v-fKQc+_(=;*q zQ?&jUO^p6R&4226^iu!rQOe(&LYq4@a;d9uj%G2LN*O1v_y+hNg|?Zrr38ohTS#ykJK%oO#;m zUu%iK@{Gdw>^@AqMyGQ=Z0N7<=X$m)x{mYhJR#H3e~#Awqpx}_=;$97_k+~^YTT=R z3QUCUwt6y*N`C?hD(El#2k9q|MbG{OMw_gefA7a0?J-}_>jSC3qW_sz{xcJ!KU?$P z@ek6k9+lpf_t!-Kp4VTWFpW2ZkbPWqxx zd-FTv!=9>`?Ef(ziShmf=coN}#p82_7NKqE`8@XT5vk_$KSqk|r}aPlTcwAFNAUQM z!N1nwU#t1E)g7PP5y+qS4;~ESA3>(!qfa>Pg*fyn8y;!Ed`FJooG%S$J$QI{(1S;Z z2RwMkaKC}e8y&;A$k&7C8zEDBqwcL)%E~F zxU860akibVcqIYy1&LfgoQUVv9MR$e=_#-nK04^whq$PZ$R9-c6<#tN*<#|6VGFy? zDnC>Z_IV>nJObQwVV}RLZquQ0(}jInp7NF7O&9igVXH4a&^{%OeejrqHqMg^^Na&6 zz+X%h)%`EfII4*Yq{nEVS6*`LLtNO$J}Szu@RDJ>-o&xLBlbn*dRp1%Z?Sy)i2TZb zex!yGM+qe#r4aU6`=qb@Zo06~=M%nk*FIG#r#+|Go;w`N^uYq!ZNRTXmXGcE$4GHh z(e{WUefX8f9D5LlJ?!Bygd@Mg!^0sIM&q|V(aCJ(svB^ay6HVkpE*kUaLtR3JTd;R zRJc>VM|+VU#j4KD#6zvRIPUuU(XdRf$o=Y&kq-If2mLFCd(k*uykofYYc77<69+*y z+%n*^ucp84iNj1^J9_#M(`SyJo@07>p8w1Hv%`npAsq+fkucN&7w>1r{VqO2e6NeA zi0{(4+`k!~^Hs;5)kqihmue8@Rd{$fD(xX~Revpy=a*ll3$@mcl0Llmc}HG_(8r5I ze#!8Nv^Ud%mko!ZGs-LIU)iGaW4$icf69>Bf5iP%#JPCcu;sxkhQmjj4Nc%wl2=(vCbq4V_ z=X1-sHH1z?t#V_l)s*>!SDaa`XMX3S@6`0)`qqT#do}$hCPqJ?>C+RV&uaP=6Qdu| z^e0b@K7`Nii6zBP@t%&ljW(8jLe+}?OB16HYx0Zsp5gT7nrw-47m?DPj=;s3Qxdl2nonVT;0M-;srkB1L@MdC*LD3$X8 zv=2Nlv}bKaE(V^S&V%i*Tdr?kIpD~**#9nbaZA z{h1&AJ?8&ci~e5WnE!il%>O+&`eOsv^M6E94JSbVEbX;-v!kErc;jmPbL{cx0LWkl zJNLq4=KMhIcW1uruyd8F>{6v%Qv zy2@7t$j^k~Lr7quy!ngeet-B+)!jIj7y9eT?zc~;O+9z&q)EU}5X$-P-$CY>N?dsP z+u+aV*1oT*sh95_N>)tP^Hk2{x7g$gkIZnPU5kCHR7+o1*Xp?IM z=o?}E)!>nND(KB$?B>VAiaP&3Z+_7pb|KE6-|>GuugCE)X5HxukvP5bRaw5R-!a$CKc z`_Dgm#PD~=zIwh~oBMAw9qqZ6{7V1N^?%|A`knS6+WUSN7xJC{K((h`ZhA!I|F};- zXMUsaw?rK0K6aYx+{!;Vf5m!b@%%CT8S^E!7ueVS6AB*Ar8ef<7yP1Z&oxL3v{zZ~ z^9K!kfj&k0xauDq`w9K&FPxw0`*FFyZSaYNJ%xW}-2D;aqCXt?Ul2R%(~{u0*7k_G(|cx4g73>x=fScIvD8 zRHMGs{bN~Q??Q^BiqoxqVPUuiCbROC*`a5a5^lJXJ3_GGHmS={?kbM;|op|bz#Uudok_B zYRO#^&9|3mFT3t>>Pw7|b3jPRuxBU7%R(0)Abxbclio}Gh{6r|YJB8)BKl{?pN_r3 zEw7he>C65ZN6zwkZh#yh7S3mkU?tioV-sc7WaEfaJPX(j?+5e(GuYgy0$4j{$qCL4Da>wUBgPB)8 z?Zfe(^9!n(y98=_?1}R3WBV+1%R~PfK5~~+z7D1r2A0pXKmBM9~An1>KJh#z>+!DGZ%y6LsV_x3sIqCel|;mp|*D^r(MHf4!d`#O!-IKRNLn^;eU{LEy1i26Nxga@vqeUTLgbI zU5LGk(R6(geEHSR&eoH7>;YcQT<9T24(J=DzI$DLs)?7ncp35iXF2w=1-*+4|0w*h zV_(59; zaH0Pp7mrZ?11>JoYj)xg9-MuE7gceD*KHL=mNhVI?-P5Tz`Nj%kL|{w$wlUH%dA15HK6^F)LKYY5ACT{^3;H6rg2!Vp)jl!94!)yoTOzqhuA0^lWZ|wosuzcwp zXB6Bu6=xLG%u>&HZp0f0HV*21>$E}~Lh*ylg*?JF{P=N%J=}a3Qqf!j9;VR-3sOuT>NR7o>cHb1z%RMuurD1Qm{+G0}B37!O5SIbkz#p zuHcgjF8-`cZ&dIx1^=#K@^do%AqD@aVCe%geyf7_D|ke~vd_!(HU(c)u=GJ0ze>Re zdL^DxaG8R~6f9Qo(T_{Iq=Kg^`1HqQe3yco6)aP5nt~(uNxJVS_^5*06|7M3*u9dj zU%{k;YZN?J!D0m~l>gkKp!ToFRQY-o{FH((E0|UAFA9dfAmx@Rc$tDR1#eMspMw1g z4l1bS9##0{e#x&^!H|MyD;QR=Qo)r9u2V3j;EM`=S-}Ss>{W2Lf?9s=Au0F7FG(2x zqJ+%~YPu5@-Fyudy-vSW;j2{o29^I-1v5T=QAL+j@G1r43T{^LY{hr6f*1PaUZL>K z3T{_$pMnPz98@r;;2#yV4#@KESMr`#&{F!&Q0ZB%m#-YREBtH)D->L$==Ur9K?Ms{ z{9hD4qTmq)zpvoS3O=jgfPx1V)OLSV^HVUR;D~~+DEOd)?^3W(mtQfuTg7)NsQIV9 zW^q1Zg+Ej%ppIWTTgKy1b`ftYsM9rk-%f8n9Y0aHdfh6Vyn^o-R9&_SFT-0`FW<0k z^}5Tgstp^~obW=Q%eH)f~`%>5^kwa z<6=QG4l84Pb87?17i?`$@?t@I8k_+eThrvTpe4NxK!gR`rJ#-N$$0$^968x4VNH7? z&4{ZL@ua+x^fis`Z6X2asXQwu0n19ZH#es;ZI&{<)tP~NN z*^#JE@4)3^{6sdZyj*cCM^w42;LS*?-_n4DZH-Mg+}PZbY)#$Nmd>|U;C!*9|b8YziB}p;9QfNnbCdks1v z;PxV`f*BA9C>OgF)(GNtn2L+gd!eU~ZU*8rh}Yo^Tx5aUDnj!kJl5sXVdIFW*;x@n zgt6%C06Lk={b&9T(Ag@Al2{JLn|7hx9v|J-`ers^CvWGqMV-vof2!=)wzoFL?YcTR zK|`}$ooG(2PHt_jOK)$eR?w;aP!L6hW3_3GLzoCttqoP z(}>27wCydM(`^kV+RzeD)wdzX;s&>C5$fHBvUGh*!mdx-YnrxfylU;jO55dS zU)P$-G_@wv*V{s;rsTG|bRttnAGWV+X^khE#r5^m6kX-C^0W;l>M}c0iAo!^Hm~f~ ztu}buWvU_A;f2$thVAlldqw%it5!^%TGoOF*HqrnT%S(c;=gHYQ$syvgYtY*Cfg@M zx`d>y$%JABq0^==Wn3baZfb5#g2#rbWo?OVZHaVRa$n|f-vC9-r1Fe?W1=mILgp7o zCfMwbsij-ACAw(rx$E01?e=rd-LA@zYHi+;Y;9?(Z?3eN)%;GH*ITy)1U_HlZ`?A zrV1|PAlJL3vn`!xEwRf`R66uTk5tZID911$loT5C-aMv zj+r0MQQm+o>5THA#)J(QhMQ&*ZT1Q}lW?0wW~DB&>yvTmBpY1q&j+g{VuKhZ+sR3~ z)grIY1TzaSz5wh}TB^%a`4$V++zJPFoC5p}zjM_JFQ#HGc1xnAwQYx;Zn_1Hr2*|s zv@$fngxyl#(bUrJA+gKWUbYa4^=MR1bGOkMq+QMx=U)VOC{Jj)O3BvdL>tF3mKa8C zX-bN=WjC}n0rmKAcyTyP?Y7vdw$?56Tbi1iGCS%LX-rTsO-WbUH#a7rV4Iz3m7RiJ zkG73kX#?0`i%!ADxM^m$o$QP3Fe%S>HD+z!++^RJXxi2|dWFlLp@~8z<+&>s2`R!8 zTyE5SyPd4GljU1mo8u@TD`b0pGp047ol?JPeebq*^!}E;Mka%(25NpZ)k;ot4xdR^7Dm4s^XlkuAC~}RB7MT-UKETuRHWn`~Os1 zBHq-H@s9wazlPe|TgnxM*+0X?vR`()WxKUKlWLdIMi1?As(;Gw{t-iBJa?S7T===R zgFk+8qC?o|JVoHK(~7k#qhdI#tQ5mqT|+Cn(PX@i-ECP@GP9_mvA)ed_uPe6y0NV( zc_YRw8~tapHDjmSQz=ZlF?|(b6c>T-*e#ft+LvBpFCpP3InT4@7*}bF%=jD4Aw=da z=(AeWO_`?cXmo9G4$E3BYQ|#+RgaRRVFwj2E#a46zMuhTwOiKMc1i8XG`1$a7Ljr$ zQf>;^(%RbW%ufuvH#8<1Zme^9WXDa_e3%X@Mtvy_$HOZ7sUeeNsYsF|$;CD|;ThCu zgvRBLlX_qxmF{LQzC>nOVaqFY1M?1z^jx&$N8w9&mJ)7m~S9}PV>=_`8)RH%VoUvK36XJ6$9rD0tQoV zkB@F2a9dEhbo9qTgYHD&c6a{zVhZ99B3=isOGbbnRuNh*^~t>7rQ^D!3wUn;-Sa-W zEbx5+boK{ae!L0;w|#V!pE2l&cLFc-(VYN%zd=X+27vR14}&fT>5lp6LOuC(Ebkh` zGv8)F;$46?AcN*-(!GLo%C$Z?HeD^!nXhvkx`T=?I}Y9a4@rL2fHvhLX#Kdp?Lxc` zTt5y3(3#~Z{je-Y6wp=~H9wQ?UPX6!9J-ZzrG6>EvG_fp=!V9jn{%h+7XkG90sXlX z@znPqAlpF}a4fl-KO*^c0s8rwu`NA{g!&nhwH_5p`aX5e0vg--@tzqc2eHc3ijM7qSbkBH>zc5c)p330b(lD{C$8tZ3X4xA&N{0J3uUfm)Al9E zZY{FU(whw;V!V1$Gvlo&cg8+fuNM|!?I5??#??O=H%g$j^3BHs{2?tCEMi8kWkV)3 zkpC)fp?6*%z$czarsYzH%N@ji^T!DxmQ1kDWW9Qn*I;YLoSq8mc*I|KAUr)E7qtxno+tCE< zA-ZAJc#OVR#i+j8X^%HwPgeCBVYSXZzwlwXoJ69d& zv%X{AvFsa9rt2EgZFShzAI0UgZ?W^6pyP>tuMVE0HNyy!6mDZvM?D7cwwMTl9vi9j zG+U?I@zz8-c@B2s>NDaFrKa}v-(G)VdH9=XdAOCE*UFqCOXnK5ow2`WzdMM2LkHd$ z3w@%<;)AUW1OuwS7*O}qLtV1J=-eq`&m9t0#AUxSqUd_=lkw5JCA51b6pZob=}*?R zW0SYCQf%DSZNdI=+YV37s&;{1gcTZ8sqxnKEzJpfro2MGq9sZA`uY>GskS-Up5ES| z<}_`MtzsT_fZ`#QT7orje|R9}%5Vg>|VZ>-OQpK`DnEDG5XCCCn;*vAD$h6~ErO5+C@3ls8d+5yfvXC-X(hBp*-v5$#6aTEXh6JvFh` z#w`{R7&`9fx zTau_D7GB&1ofrpY1l|VnEF~+g<hTBK6E_8M<1-Pr)@@p|hSb=G*xmq` zY*!b!#+Xzm>YM}!>i!Z4+9VwxutVUu%YJjl7u|lFcnR<_5+D%Q`K!O=(s7>H1DtPKF=)A*XUsX^rHcXg zufwT#)}Z6KXFcqlce1=EAv%tD9mI2AU&j8WPd}pOeH4yIWnam+i#h&mMmq5>K);=7 zKmDBBA*8chBLV!(aW8&Qj-x$*Hs~3&U08xF;)xeOBKd^@O}YPc|FFGfEgzY}ULT)I zsB@o6P`iX`4z0HZ^%RV=X->obx$&b#3|_{zpM`C;X7z+bxvPsUicEPs>hx`BwJOJY z3r~P#>fEI{s4y?yD#!Ckg&a2-*N30Ce|HL>uHT-h%e4O6w@0n5Sg+CEi<{DQt*Jz^ zjDDEqPZN zT#dJnoZh~8OMSzQWeYVB^DS&G=Ou`3aJ6HOaf(~zd<=_^o5`(v;pf7mAs5|+J123P z9k&2)Zf)c9Fya|b(Wcc}T{aArDxTV8s-DNmLSe3Y>Jq4Wo0|V)F@Ydf|8!9VBSApRe5BVgvjyst$_cqN9wfuhjpWb2%o)Z2W z1j)TTSwH_=|L;Ek%lgA>&DK$)UT~O+)$`RNtCIsRf?0p}KIYaRuMPt@_xD8x{CVnc z#m2SkH?}r!Pqd*L2|d+k?yhm;IdH!W&Kb0i>CT?zRlvrzpG56AX`sE{7IL-vuXB7A zg=^c~kZx&}m(CC?Rx_M`<8BpS_Sn{p=PBhZTr{mk*t6!siMRHQXxz_=H*MYOwmyf? z)}~}rx)HNl%w4zK;1Im_ncu#=c1u+6Z;5#_W;2h=f{h$^3Wy8VE326EA{|DXw+{Yy z{yd5K&HL{3hqA9>UraS*?KeSmU7$1DJ#Ky`s6%XSfdR~(2{pgGT*nWZDe+a95c9Yca_3l4d`=ws?<7)pw!9K+|{H%to;ChDQgH70X?9oBRysVdvoKkM+KUTVuL@ z95bq0B)llKNoH23=v&xN1hwnN$MeViAi9H~8xZ_tKjhKRHJEq^B3YMi-{M^s zIsLrzC@N#b!@mE__{fqvwO?1CYH~av!D$!vOJHB83r^D|R2fFoUz_?LDS=rK-5(!? zy>wuoT|AKAA2Z&+uC556V|_FtUI*q&1<*0xFZb{$bbh(VMxpcbtA1i)<>&~Y3o1vS zk4~4-Q$OzR8!G!!EWuk-JH%r;o_UFv%Cmd>y89R0Wv}O5cE_*W)pWYGy$xNCjKG=+ zFIlJ;Gx#X7OvNOn9eu0sw&isw{iAXFcWBZ$*8QZyoTBlFOr;R?y92CzTcWa(KDjp0Qdt>KY;S5v)NwpBh@b( zYGCVzZ@juHc>E-gUTUs$j6;vxD?)%{V^e0lC%-s{a(<#U%7?o~{Ws___Yyhe z9L(Y3r2yv4(c~mzquL%2_IQ2kOLyQdm&J5EDOqz2`{Pu_Y{4|j0C&NLSbpbMs< zQK(T(W17#P|5uoaZXxDFL(Ou&9GyQ&%%@Wd_9z%pu(n0g4U9wAulQvZoxVRhsOIH5 zKK8VfN52&J7ryR}>)aP_1a4DH1ns{Z*Y)#ggGeWSY#h2pPfNO5KpXT7%H1Wx|Hua- zyUNtMLg8H|Zmo;-`0#xmydu);!RJT%47@#USuOZ6q;Xp(8BbeydlC0`(iXbUHYVYS z0zo0y*W8cYf>QuEZ{8~A&^On&CDG%`eKW*wMK96}h`os|t?7h?$z22Ibctj==H7Aa zM~b~^LOy32uWyUj$v1qE*LV_@&&4M3Rw}ZJfcc(Ok^ANiO?uzp} zXBs8FalQcOybau%V+!w6;-mnfL>=b_lH3w;&F$&NIvyy26C|3s6CnF1dcd5+{Fk8^ zAOhT0xb_3W{RSQVpdWa|M@PTvd)DPgzd8)OEPyWloJ&W!J;2T9U-Wpc{jcwN=~sh* zwvV6br`8LSt_;vmr?NSKg-eoHUtB7h89F6CqquLJi{t(WrcjAN~>TEy$Xb!2ofUq6;Z-xoXbP5E3#=;eGm z%1!HC22pX_?9b|<*x>A12Qn5rrTxE(SG{^=*Vf%prij; zujJd0d^aOr2l8tKZmS3_mvFC-t`~T90NwKj9sO!(6n-WhzZmg4oQaDp zaDRK_b795bb?IBVLCya4`rxMFt3(AMINFBbSc;QUcrtWH9M!3_39m0{7q7 zCj9|}j{F7!==eO?YX+ToFXzYka)amw1L!E%+&85kL|%3Iv4r${(wY9k@}~?sUEUzN zeG{Y`m>^wlf^?y*TaK~xtC%2NY=U%M6Qt{(Al=Xe>8$_BFE8s!k8d{8iC2$9*P-Zo z1L$Z+(_e^Z4La>FrrcwSpZ$}3{et)%oFHBCPhEaNa&4rG@)~s74@~_!6kTrsU66j+ z3DO-i=z{bM9g+G~0NSu4Ly&%rimoSsE=a$@3DQOX*OeQjUnA0KryheYNWTF^mkXc^ z(y#1i`EqANPA%efz#-RG7WjaQ&~n*-9{4|(j^pYGaQ`^N_}ZLH$MK{Wcm$9^^J70d zXV|4<|5pLLmP81ejxc4=F<%GpFo_T}oy6RK#vcTot)eJN_op*{?v+~tT+?ZOgnqi} z3DR{0&{5)JhFosmj{x`2iy2@03s*ndy$`qz$e{Hj-BE*%^Tg_32GjK-UI+3U37`}8 z`zx1@^NJDR5tUKPrC)aZ+NEQCbOHC5gLH=sI_4MxZUZuCeuVzicPbmVt2;&q_E zL<8u^ufw1t-U)mn{*pELQIhtTnh~$u7;t}iDaTLO6F|pu=yBm7(urpQZ9oR{pXO0WB%fSiKjTm%VE}?&&Que!i`;l%4@j6g$7Pze%%|4FaATmT(dsHNGDz!Kwm>LIMO$N4WA&Ub#`=Hi-~49oLOL1|6UC z=sXrYFE;CgnQpbR~!%G3d?)-v77!c0@VW zahD(4O9^m)e?>d&Gw7J354a7;pzZetTpu;)xE|@pX#@L6grMmtcToYQ$-t{>;I_gw z9n05i(9wP)z#~37(wqK5{;5eWKk7?=W;y)rqd$O-{QUlsHR!Z{oFPC&Bh57s_cMaloVEJMJbmX_+pd-J2;Qo12klbtlzgfs%TI9;* zK+y|4N(Kl7dff7ls~wZ`%Rzdx-dL{Q06NTxDCjl^<#X- zprie|fCu@#?hlS2o%ut>!TdB`1=2|u3!vkCH-~r~=ohJ}lk>)N#xI)Y(k%c!2)tTl z)a9UE=Ff2HSdIvAe>oVx3-QeN03iGIA;1(MgXSmvs;5Zc7tfq*k$)qgO(KLKx&ugO zzAT_$uF20nQSz$>9Ernx`X4;{SxV-U54`ck*_&U6ORSZndRs} zI`Q6d=zgf^if0FxcO~L=VExnrw^c-7d67=J2gjj1rs(XGg5_#IjUt`=IsnI#dqB}; z$Ke+`S@Np@9E)FvqU!}5%MS(>-LY}_?V2Oy_5+S3cSO;Z%pIGq2I;g*C*WB6^((re zarhOVBKd^@$I`D^(d`2qOYZzPNPg9TWAW=ybiL!yRhLM9DZsJ#^((p|KvO?`0%0mG z@4M-9)HRH$b8@1eo77nVyY5qTJ)e?zC?oSl`XoMZnS375{+fg%Pe|CK=&Vmmy8h+r zxxwvY%kAAS=_5}|IC3NykA@__{!dBRtN3fE?|*7oJC59tD&IdVci<~hpXf9Rvkyzy z*)CzIeVpw{IN#bSi%+yIJN7srnD?7`r^#e^Y(tI>we8{TJ6~ zXnJsc_9}bm_M@TGj{YC%F{GXo(DF6ZdUUG#8cIsLy-(FkR<+;QIQ3{NKZ&Y#sr}QB z$5gu<`JH-RdYpDyF^=59f05jQFU$IiOqH-VBVkW!Y(L6=Mz#-sIsN!}qZvEBktg3a( zFI!W!(pt584KCMKVMwr6t>3VAc@3|ykF~yzNrW3~makj6e8bAR^_yy3Z>ZW>y?)I~!RLDMaHBX~EYZ=F&YU4)@w{bga%tx; zt5?@l+iR;fZd`tOm3^inw-(yhmEnYoL>te-i}EUt$DsKgjmpaQOjC2ZvT_w3+2Fy! znZ_zg66YbgGMMTfSjN{A@UR(QdXz6JEZ?}XYC{c5Z?9Uudd;Q{Rrab4>(|;<%Qs$w zqFs*CzxmB}*_zess^kd06pC@&UVz8e#P>aH`2`UBI`w6c>uvGbjxo}&6W{rWh_8HH zk9<5?oDi>!sLTQU%hd-!{vkO5oW;3oJb9gGvMuI0$b3EqFRkDtWW0NZhjCof8P&sj z;G;1cGkDLkrOyBMrO8Jeh~{I2ha+(qI*LU;f*`)Jy#a^4rMKey8#@s1^$YnnT)Dlj z)lMYEId(U-xAOH)9#n@1<8dIJ3iJ<=mfpx0a&SVh#Hy0=I}24Usmu4KIb;Hx3#U|=U~V|TvS%7 z^BleTy;c@wL4IbJW?+7gL2CHr1&7yZ*M-H4`KMjC^n6|bE>&=ef)^@y0pViSGu&MF z6Exk5^=r`=xN*2#%lHnwGQm6omN&FEx3)1_;Y%*KP(`Kj!fhfc-raBSKzhTDZ8tXo zm+|Ee;U!4Rw6YPB3$Ia6;_<8X;v91s3qGyeRvC|BStbwj@M1wbuE#0?fR9QFo39#*Pp466Rnir)qzb{HsSGD9KW>!$F=blSWBF@I?YA^ zk45}L0HJ9v^!w@@cWogwFC4P1hYM@@798$QtKl0=&FbqRi*1~Ok#5Cl|Eu`aA8l#l z)JM^d_$EF-yMoWAR94o<`phbmyFAt_Br)b3}2YQ=^aXkb8MWAiGfKx9L~H9ehsyw`1)P-8lksipzmsW z_`|k_t+M+yd*6!|Uv$A@3`pT6<>89*CE@emVlP>G{*p%V5GCa6bIM!lQx{*k$j14R zHzwHM>Ueb?2;$k|@ac#YUTQ?>zeUbJ?0z}V(lGWViFXc2Xnj#aJ&y^$Q|61Pd>W=y zz8;k?i>Z7XjwpG(qvY#X`Fd484I@h4fXZk4^bG%p zl$TZcH0)9NvZLhdSNS?sJ`L>yvV8rc$r8+7E?4;P1L=fDKlw)n+Adm9};urUAZPZZ%uy<9`W$VQaA!2i~mNST}+iCobW?*;)!3 zfBNbqKBIz((k%(hu;RFGOBKGZ+{?@BtRN3#KM?dY^UUOv+6n(FOK`o_-VSexGoFeNjmb37->=Cn(3M!uQk62 zuKoP9ZlnuChhFf(HvotR2GSoi(hnQg%s?JGm~zS245r*p3|z;Pm*#ECCx0_!N6~Yik51h{09bzDc*AGx ztn1zMT3mPH7kUTmkKbTjk#!6|JLbjnxs4q|UHF^@gJ}=yXNDfo>6$a?`V1X4J@qHg z0VC~St$P;wP!5BsPX%lf6lnLTk>qHF@`E4Fyf#TZ*QD<-(z}dn5|W1wrd;whgDLkQ z@(dvzXJeZro@j%W8OTfXHszDQ8A#KGAN!;%^3;MK&eSwXJl9M~8R@;0 zk3Q9$Yk4yG5XuPb{|uhYLcRL%BW>ha^nXalnWeyj15=8(x#<4dd+R zQ2r*AAHUH8>o8`dcj9`qHb)-hNu3!?Jt)TvrXCUG8ALkHjx$L-*VH3tq!-_SHaChb zn2|h#^q`!eKz*vgQ-@mPnsG7k)4?oP*hgoUs}p(pkd8C#bk;mb9S4l`Azb@qGZT4f z-llx=H-n~OTrcvJ-H3GlMhTQ3G16;s9VDN;G;dSB;2*%7wEGOcea1D(2f$AUlV7Kg zPRk_i2=W|5I?fi+S@WQn+c&%EVO-Y|A7xK~JcIm%a?D^qA6))ULzYQTp8Jfn(R47& zM;YXYGgVAh;@YH(g3f9wvT&A59-WS${1VXU5XQB?4wyz>nzvaGR<-Fe#l#o2F%Mz!{C(P$4jQle^LHcS5^hCWB463 z;!OIX(aP_mFMcVwzPfyLnm29QYov{)Ly%p$Z|S$I=?B%&r8tFiTn+wOE}`}V8#FpZ zaNUTXzaDftc?S6b<(NV5i}GC!?FT{otfsyx@IDAWc=pd^<+l48><(Z*(l=4-Be^4OLn2|P~F7{xsfAkqVOgXgmfRQ#@IZZoud=qW3 z4ej5^XY%B=@PE+gP(k`p_SQ*5oGAZv%@|*orgTLM%s9~q`+U7*|bX;^bZQOcf?E^rJR~4 zd9V!B7w>lDu{7zZ3*~l>Ll=4l>mShIU5Gq>I)ZxU%=DXs>w~RN#AIscNo_sBo7@-x#VjGQ*HT|(auu8)HT4^xh4|3=zqGbSD92%Hb#9f>jNIM#Dq$2%Nj()B}bKWOmIK^`3=s3Yxq*htUedaQXG zc?Q)RoC%~jBC;qe4dYVCQwx50=F%kbT#ND> z>0P79Coj$0lu!O<&@_z8viwNLvzsP~=USBCNH6}6;PR7~=55L+e=}$r#zluve(=LH zpeBjuT9n^N?;1rud1>CJeDXJgreWLw@(dvz&yt!Xo@-HlBfa=t!R03}&D)eu{$|iL zjO+Ox$`5{c_S7WtT#ND>>0P)E+Sed2&D)eu{$|iLjLRa=5Yq81ph@Dn7Ueh6i{Bl5 zpOd^aZ&N<`n?chsuK4>XKltGpJCnq7P5P9P-f3KukUVrS<&v)%Ou1#qGl+CN%Vv^z zt~oyBjP&A8>_Y<&y2s0mB=Ta=rBswys@g}B4v8W&HEL3qVc<<-MHlUviTDxL7X*#@dcryJSP$XU| z-f!tyi05o?m}D(ZNSf-sxYtKH(qEQPR>hrI*Sm3iMbC;N&hV>cjO)J#^Rd&MycaUg z8o<3|D85*-xA+`kCq6hW@X|IbhIXF;7b}SSwC@ioFFT;Fr@+52Wl1br$lZvgA zYNlByEt_hcwB*E*8L8>9Gm0izMMsLQ6b^;@6MoOb#%F-37e~wY(G*N8w5Ba9wx%ta zoH}Dhp*15u#VV@7Gr~BW<|6z`c1b>79EJm(<)fSTref<&%Vt@#+h&eT&rThflA0V_ z^Fj0l!-b-+=|R81KBp59W)eX|#z#O4&K4p2DE`>Lk>(Kehyd!qKBht=fTx@!`?D2* z3?Bhx{-Tp*{>6agy&RA|-L-&}*#JJ2F>l%=+90a+oi_`%-Y_Xld#_5!MU7#rY}t+0{DLhOYAQQzuy|l{swh?%#lFY8 z3av8a{|OYOE(6eoVNk)Wf|~b;!mSTWI^yU;tq^e3hNa{4Ad-%sBV{~YMnb$7c&@a| zhZjjaTQ2Q&4&E80JuU@g_!uCiJ*4oP(E0Fw@#4f#$OM}=)VH89xgjm#$N-- z_#XhWp3Xc=#$N=;_=f=LCx2G)p;8(DAwWL+@I64v9Z~T&VEp2FXI}(l{9!=yx#VnF zAG-hF)$& zdI8RNnz3w#HDg0@YD#Q!^o+TM*4(4h(Z^1+2GMtf=3u}04%s)F_`I3utG7rW7y;iJ z-ESEENy#q?t#_;V`&55XFull{e%X|4(I9*|Y*}YqS!`W-Xoj^aGu=AzXd(J!SZyxG z7W{gZToYIMM~bpW{#OcRe(+)b&QmPwLHx2RzlqCnV6qqo%rflzL!q$SHyV`PW@FCN zCR&{68wZe1dv)F=>3S5LUL)xj05W_4koEL{iXT$(v+ZKbu9<=MGu@iGVQN;789Bw* zzFW!1>#CIVwyOm@s~}Wtg-}1CCFlhPRUL5*JT%SfxfAd2egysKZq$z$7pDt+J>rfq z4lI~%;%1(Ll4({+X0la+XTeHp3ayf5Cs-vTr(_G}6kBtS6k4+~Cs@SFZ!9nj&7;z?F%hs3x(2`^N8(-9}LAdhcGOnO%npFk;BQ=w;|34Krg6>NV`dCGQJ?TVh1R>? zA@$e;$T08X>DHTdQG8LJd!=u5DyYZF9^fZ{7vl+g0gC|p0ok_= z_|lp0`?pE|`~-{z_ST~`8baYt*{{AGkkUF8{u&^8hIYyR@_az{kJ0x?{IT0*zxdVn z%6{-=K!&C+sknx1XC%^2SHIQeS;u%qPjsi|k z$$T#XGJO9g$?wFp#E$_Az8)XPJX-m9RPl@{o*!+O`9yygKiQgJa}wG_$eQtTv1k(= zioQqD4*;^h1{FSMyUf1;knz=ktjCnXXXCxtQeIwAme@oNPZ>gi-^xVtJpdVW6$aFX_&)JwWe>Fk|oc>iYIfk{De9%AAhMH z?_9kHeK@99B2-)}^L-X^LXI)-CU4Ql#?j~0pwB^{%6?}a-j#hL^f3F75zy+O<>q{H zM+~{cn^k?OkL;BLQvYenCg%K~ybILcEJ?1W%ot;<0vB2%eN{;30(ELGf z*;7h~4_qVV?G7k6`2>|Q62Sj?AOEQ0|0i^~EYA%A{K;pu`fLo45&n?33}GdM_O4ZO zt_YArUbETGYGz{{7_v@on>8{sJAGhks#vT8dyq~Yd(|9a5Ri3eDPAMM+1G@C6Y922 zlDBS><+~P;;eCM2+XqO$eF>0x{tU=kS#Xu?&sGC6z5$T3N3+Ah06SEC*lUMD!w%oS zPV%$iR}3lTUq2793we(wHya?g-zPT&AJy&WQRTOm8ZR$X( zh~s@@oYAowzhjVd26Q*^d2dA9+u-TZ#XPV0&-uPyyVq-s&vfKN`pQ4cxQpFA62ck&voJhcIG%I@@*XArtqvvLu>6OrYawpW#B`U#w` zM<-*h&VG^ngsczc+pZI7^t~Rn9_>^%=~0k=F4_U)Xh?d-)9Ulp$wom6UU5fE@A?c5BPGoBfyk_SEN-(+i&3|E^ml<=h3x zP=+h`e*+f*k83te4b!L9E5l|D@n+@5ZlVpX`6UIK0(IQ-Cv% zPsIB0#3k788JHY9W7TA=Yo}seJPqsGVyh>L{TuuqQ~XSP-Z{nA>20Tulw?mCoHHQz zQ)z<%WdmwSTLeM27X}Uebe!)qXecphAKK{fUGfZkwm;o|e~38NJbyZF1aVxK@HZ7d z<}JKi?$dK`MaPvOE&^PK$VX(mis%Ty?TD)dG~<2}KsW27(zi^yI>hOA`o=4yT~f$P zeSQc?J4^))^}Ys><-Q$|`kDO&Z98vfku~!&j{I&PDdM@uyaX!+^qjgL<}Jcp^FwbM zd1Lmp!FdC3NSzX!E7Eex2f<$GKt1N)lW)^7;`}yUi8#MaYY|6#nl^1lTm*4C^q@R! za}gZ@_yffGZF5wwNP8XuWN2I``{nxqspsQ>^sjG27R$L2ylC(L z0;Ii<1Jd4?gP*Xsuf5Y&^SBqW1Uv7_>a?$j52yj|JJ`-`hP1R zc@}g^x)DJ7&+NrBaK_yX>&$}FtT&9z&7M3sdtg@T#MsR6j41tk@VMF!P;1-)K*}8i zq}(hZ<&FRf5B`|6dkB!eVgm~M12X*dQ&OMIr)58}?X$9fpMCap>+JX<>&#_uwoWN1 zwWg0?uacI8pHq)xN{>PCq29C&VZXwA0jWn8kdj6K&2ZUQBzE~hX}5O(GXJ{(S&kuv zzx@$uw@(9-!-dG}(me@C`Imo9$tj&~mBwxC*}ln|zwC7EHJ)k}k4(-Mrlg!|C5L-aS`Ils@OjDq ziw{cvF9I@M>?b`mDLh;7oe#dJf$yo{dy0o|O7V>-dureN+50KVm6 zsoy3*h72InJ^{%3h<;h|FP(w4 z9P7fyGHXfZI^2i9#yWRdt#x|A26ul^wYAP7S*DQkT^o?R!+^9+1dwel3P|scDM+8u z_{ScXdVLy@;V2+^tR9f|UGs$OhwcJop7%T{+g-_1vVS-aknt}9vj3<%B;&UOQub`r z#j=jGt#IQx*eAWlvJ0ZtNh6``iGwo+A8#K+ zoPWF>L|g>)I;2n^{xS2bh^qxbL=ypC)SDmo-hjCOMI8B=Ve2!}PG10I==+AW&rblU z^Kn4-KMzAL%d!+aXt&z{S-w{RS+D27?qXc_&9`W`p!t@F514O>c;A@KxY@XewXE^Y z)`Eg-0>`&T&`{5QRsREk)OQe&^_>M2{(*83(#Hu$5YKX2_e-ezOGYsaz9h^4Ye0s- z0+R35gVIig-;{on17w}Q=Ve*%_X3jtF9FGa)hp8fhX7gce+Fdyp>IpN*`?F0QoN6B zqmP=8KB{EdiPnsV;bz9=rSp(phzIIYk+ZG&7B`0p{HJFxtFva#ZP zf3`mD^}oSSxc$}t$J~2BNm0D-zt!C^GlYd%@)BpsnGsh6R2)SS6O4$82}VT4JRs^C z&{aec(~1f6s;C%QF@XWcjCn;=%p;;=9{HkT`0D*UT|F?n4!{5J-h1vjx6XOynYX&? zt+zr~S65e8Kl6z#hi~yy{tNpj=_)oaJFiF@(;B2v8>G=E(En-?{nBIWzdQB6N74GP zC5-C7=1yBiwXp2Wz^eZ`SoM*G6)p~|1k$kTp{jsYKQXQYYR`26t6k*%o6G-3E9>JS6=Bu=#g!8_KiC64rdOBlGyIh-WtGZ~WMY<%_JZY~DYl6DZU*~evfnS<; z*}9LyDnni0#Hxe5JePFT9v+9~zJ&F!RXJR60Gbo9ycAqL>9nQPH|JZuj6PDY~vF+b9o+3++rP z>$e&)MvwhKzXWpk+j+@Cd27!rDyfgWQ#}aj2kKvMas}6$`JdWytApiQeP-pRK|K~; zf22DlZjXUt^N0SyeED-a|Ojv*$l@|=bWH(N`Cv`r}JFM`=#(pAm?3_F`~*n zk@tYd;MZ_Get(g0AK*8(LEPR2<&al7dyOrRCtfN0=EZ#f24igbm9}PW?*vwRjy|rXXVn7 zoCnU~CYI}(?OfL}(;?kH)h^!FpHr&}?1|lN?TNzDoeWrIAvuMt5NTMtt6;UgYFKqw z1FPND!m7heAlJdV#$;jj<;j5aWsH~Uwu8;ji?GUI|D9}pj)Rr<V7@ zm@@g6gw+;mDSx>vEL&oVCCmjSRucM z)mHlNYvmJQ>AMtGe!hZLucOD=EaBr*Yi5NrX(D<>-9GU?KK^ge+{fS z$)H|R@cf`$?t$gj!TR?Hto+`4nzeJk)2&=ezaSlDi4rqpdIf6|XEEkI?q6%t)HY(# z#%5@~JcIH`-DAtM8ulHma)`q6i4|exzZQSxKL<;W2jLR1&Y37}NbOa}CF{7xJ<_N9 zmt??&=MvuL!tplWcf$IYg_ZASNn6e}ub-9o+$J1?(qV{Kq#N7i;L zP7he_U|8{LVflO=$kFYrygRJ&n+z-7JLpjwh53-3rSTH(S$lEMdVqaEEp_ zKl%IqWH3i*?zi?wVd>VK@CoPG^r~UG@^h^{JHxVfA6Q}kfMwt6Dl3<6)6#6ixiE-x zpSB)BhBzEpk--oc`ZG;tm?%CFkcC)Qr z6|nqQ!U|V9qqCW@zMnaEO@DL5$^qu!WdqHAiwBuK7Y;VN%o}2Mtc;uC)3-7GoTE&q zTv@h#UE56SbSuVMQGX1xroAmg&5z2ZC^OlS4$819D8p)4A!=Z?`&wAnqYSKmtqxXy zoQ2iz{)Mu6z{+B|H|N`Yeh$n14C~*Yu*zYFOKkb<4J*c> zu?>r`yPO0-;1#9nR1!!haZD=y?6tb|C5*7{&>ulwx3%Wu9TJlov zMay`HqVV2ieHnXvF0$=sF)a5Ptbg8}*1v4eQZszsBC~Dfos3`Z(mNGSXJ?$#a813& zFVT+Ju1dpwztqO>@~G824A%L0#WPl33`;KCr?uH(-VbJ2<&S3Q^q#nb_=c{L4Okqc=o3@-gU74mByO*?X)xPv;*z5nciVc+xh1jblmm1 z4S(NS8-6A1r{}lJrnJi@o8N_98KjvYtqtGVaLvEB@%?v)CT@9mC_k?iU+XT$#t>t74v`{C&~I+8{c(r|-znIrs98*TVuzu55m z!&}qep+{pg|35bT+pzxq2rIl_zPwA9Z0?#pOWbl=cJ+VdOxqXY;66t08m5(>s{IC4O zmdkqBx5K~c8Z!j;?dTa{y;DEaG#AN+GIrgV`d8nEw#-AV?qede`kHFO-{H7s_zTRz zmN%z;v@+$q2U5;^Amt0T%&^+`5$LC8hSE+K-VG!VU8YfX6S0|bLKmmIX_w_1=^w*y z8h#UdaI8DWV)mH!L73^r%i6*V+_>N0Q8n@(aF>kXD59Dnrl|_{QNVv zs(sNl?|@55s~o+BveSgI_X6H*PP@tSR+Q7m2=B49G_|LB<}L7);xyL#xGj9S%juq3 zDL=hm`$E)6o({74aI2g6@?88j2I=W|p3iJs?TcT`)$O3y8O|jFoklxcxovPb!n7~o`(KqeHf!o9LPAeKkrWV zHoTF^t{_|b3x9q8ge~uFFYagCa^1^zT%Ci}K4L5FxH}ne0+!olchBz+X2WvV!wUZz ztQPh)tRtPqc>XwiCs=MgtbW9a(PvOUp`~uRtal^k$4gCUm7CW1vkqI1Bdo&3U$E&N z)Y!&v9tz@jU_C4CB+8gRI<2Xm&t#pBO-)D2q9gAMcI17*j=ZPWaVYO;N9(`KZ0m$R zeh%dhzF!%%7vAlYd=>ahe%R1Zt`}!OBQtoTl6- zu4_VE_LQvj%rzkWicPanw)ZXexmwqWynjib)pdfsZ}IcNxfEUJnw>%Z{jEZ|tTorA zU4!v4`SH`8#l05s|ZuZcSK8^)+Us-ZB2c%{7d_nnEsV*Oz-J!nO`4h$GjQ6?XRn( z9Xo6a+GI9p1JM_4zgmZ^HWo)dDQ4Tld{}M;tag}%6~-yI?QjOH_EfI-Pc~BS?0Zv1 zTU-omxzo<@*M2zl{Y^c&Y($9}Fsqm8!*!@fMGxlFJ8yYk8@v7a-~Npa%c1=AqEFlQ z8-K!{Pt~v6Jmmce=DW$4So>aw^O1&?kLv>YXIS~DxXkA3Bv`V&*0tc8*4(sQ zV6Sxv;%R=a4Si#qiQLC>tj&U`e;xFXwP!A40oU;4mTRWpre<*y#2yE|L8I4clj=9u zMSb~r?R_9WbnAGbTo}hc=O%91KcKvX`HoqfE40`2Wv;0PsX$MmT-J(ti>bE$$5M`Y zr#cm$B2FUj30G0Rx~~0pza5_}LRPrK>zeeG6+H7x7t!11jrw})R#?4HK4|rBL~f{8 zddj*ok3j!ZMqUf|0a_TOamkl9e&I96498SwQLd44b&puxSy*+QgZ)A z3|44+53=Q*v)FrQR@|=m1+67an2bT@9-|ZinUb z7%V-n!qQ{sG?>qz&uTcQQ8q~XLa{&2sx42Vblwan4fXqS6%%c{o&w9I4-DG*_RW}| z9Kl$4@Rsu~&6PGd_fqKKk%3>nCb*V0>^D+e!`@$E_5B3P^?1gfZ%J7BDb3jPYu{&W zxKCjD`?k+&Z8|ZY)itZxDm$j17uc?P&0n+P&)aidthn;`k0Yy$3T4gV70Q~!E0i@I zQz&Z=uTa*rltMY$K-QYH!sA+tRw%b?Aa`gWcWfZ%^MSYTCO>D(>2g@E23GqR_q_E# z2UZzW!wNC(g}@(HSyaPnVWVEO{wKjIlPXyAnxkF{{9%<%6|DKq!7p3?$*{^O4eNQ+ z;FW|_imc>`D}KjJr(3*$KU-Q&3bo-A{*?HOw|nc&}N`1=(ku|fGr z1>=z_xRM9w^1BO`dl6PyuL=B1xAOj6WuU8;zFsa9aOWwueB!Y5jE1GZY)F`U=j|9{ z4Q4)WOMh2`p8rjMC#`j?Kghdwds(~3z;aVzrB@3p?6cvm5!ysEHx#w)WY!LpBe0cx*+>GmU{kh2m@#HSO!0NvX zmU}jk%LaycUeJbnh}NdX2HVF^C(ca5$R3T~#3u9qp4E?4bFIqjQ~y;ctKTY=)n66L z>Zc?Zx@~T?`5FVuy%5MBz^dn+YwYofuqM+5(7VdejQSpD@* zciQlK!YYRptp56?z<(92^7sZ;e_e5x4PVxuJsYXZ<{RvLj@8uVnH*P{r-HIezhTR; z>i+{yUuW&8f#sfnRSzEo@<9u2JzNaS{RHb@`Sn)52$prr1G(D`wjTC_aOtaf`9 zth8Q()n51B&&r3vYOn7E@`w8e<)rmw6~|CchZQZSEakK+D5os>kkgtT*&KT{7&juz z<{FMGL@g{^GqB1jPB@iQHQ^*1Sml($UtCAHyxZ>}Yu9X8ZXv9+R>3NtKVco&f0Aui z@4?djGpsW2f3Pi&sj$l9^FZDJt6Yvf#2#;csExlpEF11WEGQ4w&$OP{nsqy^OzWlo zEV+MQnk0$J2My+97ub2D$l%6iFXF4MY0NEmMIuPA zNceaV-Ve8P5YB%$dPLD@aFYoC1cl_cWy(~pHsB1ba?1sB4XhB+*MhnV{1eD3$HH(b zmo)z3yuKP_wX4E#>i;$$N1yt=yu9z>wjMXas>iy?R=#nH&DZZKD}R2ZZLj~pYNunS z*?zSeR(~2f%F4UJatFdn=XzNEYU$Bdo&?L?04v{*!SeYptb7kV#-2wtu;fQzwaH%7 zt^6n~w+dEygpRfCY9Op~7!Rvm)dlhwu-etcW%P1KH8MAaltbm{;q- zn2>kg)1}&nnDJak#&hi7nbm%~S|?OReJXD3O=NgxkjVD-*{74ND*E@Ldzv7!^tx7ry! z-}2`}3-sspz8Bat{7I{K4lF&_2eREqvxNO0o7dY%b5oG#+%jul^vR%)fmM%jSQ-7NEm|7=+8!R~9fWgk}6V{Axc^I6)a_Xn)>+Rm`)#bKqlH>~uIhLzrVu+qB~ zR(emvO7A0B>HP&OJ-fg2mS@^yNlWgbi)?!CJUc$`49nSd<6FX~gYbVvZT)mAwe{67 z+`=H-_xIUw&F(KAE)#@1yUd2W5iXYQ`XJnn=ux{kbSwIzahsnLM%!?gz{T_p55j$a zcVOS*;^9*HaJvQJb}t@oUJ$PH2{zmgaIti2^WlR0j@n9o*975i3esHx7t?39vH9&B zpto_vQT zR_{b)rC)e|Ej?SiPp%BoIJDBX$HIKo6iL7N+WPrQ2KjnCm`|NmWIk1ToMw!*cz)4r zXgF7XP$P2?eQo1e?7j2^&wW7xz4rM;*q8Ts$~F7QkG$x3pIG(-rqBqyv#KVz;2gX-SuV4U}F6+h5Pa5(0AFH|1PHvLv0(u z)GhV@Mg4M01oOkc1@%9zNc~GsVf`nH=)JUo-s+(KpA72%ks|dkJ^sFm>v$eCi@9g6 zcfs6qPW|C@j=$W_mQ!JVtMM;6>)-iZR>ZEJ>+0t>8szu!Aiotw@+&=s`OOy5dv*i8 zsUW{+1^K<8NPeZ~e`*(zZ5x}GZEb$-dIEoc!<2oN5i+$)UGoxHL)vP8h4SV-jF~Ia z9>#tg+H!okYsP`dmo`qJTv(=Y(w2LpNIRMo9Mf@~!@}9 zSRlK|_Fc8e%6p!xkQE{WtMuw%U5m4@uEjZ6*J8t5kgmm1SmCSjm!3GX#>NR)vYf`o za*}HZ*YADXe@=qsx91u=9%%c4mAicC`Z{)mH4dH<$d$0dKMiZ#`{zeie&J&~j=1I% zE8q2*9ZzIn<)I{N#}5Nw**pT)_+cWfaqDtedME2<7&ik}SuKR+UpBM}>)9)KCO*`( zW{xkMwR;I^{I`j+J&r&MpMA-et)6WtUc-CnIQ}{la`|xlmzz1ro*yj-+i~XrSeDFy zb>u!+n!66M$CqpRK;%8|BglLKUTs0YhYuJdl$JFV_?}Bhm}^Gdlu=` z{i$CHu*xnG98U%F0eG1!&$jligQer2+1B1p=UBVO!%Af~EFH;n?fpf0l?`_RthRLC zc~+iszSVawtnhXov5jfA!R`e#7W-AcHNjj^Ei9R!)>i$&-MW)4kC$QD^(`z{HiR|4 z6=kO7hWgL6(&#OmGu-_t8~-m@?(V0pT)HCAv$f}m=#e|?blYxhztx22y{w_k_gh@+ zqRl*$0GV%Wzf~xg@(wi5^RtEf!DWJcS2Kqqw@00|=LlHtt3WOmcRg`03Z6sU2Fv{t z$i>1(w`*+rylwUG0?SngvexGIuWZ740A2q(v(AC{54Z;^JP(Ew|9s-8UJ~5ji_-zu z1Y8%e3G$;fRzyiV9F`v$@)qtb3oO#7*=bEVmqbtRc* z>87bB$w=Hj_pc3XjR()F6R>Pe!m=#~D~&idNKPTk)-)_zt6`;C3(M9zcqPxz74~ab zaXU}5_T2z0?3b|YyOjLMK7XA|u(l_4iOc&H?&fbF)sq|3|1(~Qo$s1KVDqyl;z~Xq zjQzo$iw)(%IDY@n`)6%f*Se(#vG@OLD3AQ}k!Z%Yd$C`CTmxmVWWWB9#rfwb{Po>4 zU)y}OS#RrW9IWz~4=esHu;LB<#+J)Iu;h8L%Jwx_;l2+1e+c~l153~EfxqLIhr>F2 z=4rG>mpauo%naL-hy1e|+4x~6dp-^5Z2QyGVWl%Skp1?|bEbytEBc~O;WC`(dBzO0 zwxf;jpjWOe&|d+oyv77_!~5?f`s8Y(HvU_%Txnaz8Wa348N@ZVt_;#m1<&iM1HS5T zTRux*xzAyxSK899O;y~QAZ|6!7arq2TF&k(ueEx-Pg23&^6V?`k3m@{lUU)Ji^05~ zZ2Kvcw>EBD8RTQYSJobXJk0Y^|9f73-Gohco@;&w>jS;@WQ8H^+KXNDImoXmE0k^B zw%S~`Inq3zyr>@1!S%E62%EnXVfmjG$Ynhl7qK2pZKA{WHlE7ihv51=bdC+bGb~p) z?oALr?^L$J>$%1zk@tja7(eU&`K(|({Q|PW72ZEfkKIGKsn)M)C3El`*{;W{W{&24 zV18D)({{PP()!9m|AycFnjYBJ^-EjsejRc>&OPdyR*!ADKdmp*RvLt{_4@DUmDPd% zOHQ@=x8XUs+`+-~aC@HodmYlUAl|yiY`IoFZp-yvF1<{WY!=8fSPC9rydn)g|2jH#4b6JaZvPY@qC#vc_>EeKYr6@~Z~> z$X{)Y=dqF>1=Hk*?)ozMBW}HTgelZ-&*3fKUW*L3eL{jh;ix9o&Z}U#hXT3S{9!zZ zr#VrTNfoR%Q=Pv~!_ra<>zY;vw>;LC|AnxQErNBd7FH|Oo*@PI<^HqkNu=}M1-AZv zfaQ{Ntz5Q4Gt+w%7pgca*ySmiXZm-RmvmU{@6ZCO~h`~}Ol!M*ML|MReH`3~0o+2648 zR^G?PpAPFe#q2;nw6C?RVOv>DdCDDonmv9AEVnR_3+K)1g0MQSJPEt~QorA+4d%_Z z59UW!7nwJcp3UQS`V)WLu5)A^>mnILL?7oJL{N$Da?+?TQ)+}W4Z=0-hc*Sawm8$a zudQ7tVk3fch3k@B{(aq&du_a)u=06PAU9kOI5vo%4d(sVGCwb8zsEO{^?C84_larZ zorz+#<4o|3Bpci(HoTXOa-CGI)Nx##2%gI;ojzCDdOI4Hn*+<#yXXb#=j3q*|E$*^6(sCl?RQx zHUT4s?dHv3Et1AjCFSWs%;RGz(lCVOg zVC5kV`{P|$E>1k1JDEVPgLUp?Va-9v>AaTHc`cXs*Z(B(bxx&VokM9@YbdH=t$C}3 zwbrc;)>^k*zy|%2qXEbA%)Zd_k0WbMTMpJ*Hba|<9cRnwSXgkAan!e_-XMFVCB_9&a2h`CM4-Vr%E!dg@#5lnZTs-h>st zw0($caPxZW&7vc>jBynw!`SM`QMP@)3d{WgtNcoMel2I`NlTbN=Q|G-&Gb%9u2I&` zpARq4H{fBb=Vw^1aGaGQT;55yQ1M6o{?6p*7az3t_bf8MC_Vo8vx4=?Lqn=HJ zb4lAj)RG>{*!?uqK_91cL**!EYu>KQlq~Idufj%8q|5|uleO6x1v%;zGlB~W<>8^Om zwwh01mCyHqe89`L-#iJH`vq2BE?jBHqcyPVcgZXE_%pEb@;}o+f^|(9|CaT?5LVu=hc#wg@^+vXRvG*b>l$ki*NN>|OVO6~ zoA&Chww@pLWnvS&Fv_+wx-ppEnjg^ zTUklD9YbHem~LL^U+Dxo@OUo`Fhxom$vOC1xxnVOU~Mx_s90){joiH zmwGol-@z*AF$~^ z3(Kv8rQ=svI-5Ue`_+43^%vwNtiR(f~;Xs_#QezMo~ zi8m^}GkmZCTG)|GVIu2(NlF!908%Rz2mvA({;QFFn-iyAPK81Xj4; zVfhR^%$DCcSo+F(Y}x-+{a9=i`(zMK$8ualN8Moc9B^Y0-k&e%$9T9e^94Ok;e5eZ z;%>elc-WpNX;^OL1RH-WEO$&GFPv!Ydj?jT_8y6O`LkW~49M>bQ79LFb1zMrd8d2| zo5CTJ$a}(7*pPq!Yt+Fu{la;2=_u5>u!zomBK37<0-e_#@^5{L@8^SiEJGebpzwK_ zt17Q@;JZ;HDGpNHYR=yY3@uy(r>swg$ z)8tkw-w5mY1F-V>5v+RpBaknxvBz(LmG9SK)!TQ0Jo`3#{0dm*@HDLP^T&aF((U$m z6|8c35LP|E5y(^Su*cWJs`s)*_I_$Otn%6umVKJn>@lm0>Bbt1POLL;>2xsKZ$W)r zbmzuqDPa{ZmtW6K+x8vv7xK@~N36TTmhUgH%5QwNE$7Ezwd2FC4ASc#G36Wny|4Lj z(vm)_oO9|Sn@$xhP1SJWap_bDwb@Mb`h8BEu=#%MqyaYFuVA^zKx^mmuykAn%RLNB z|FOiC-ok!Qwr%bES1FF=ooo@3CH3v8t=(czwvSDxLtmTjv#`>AmoWbM*Oc}!)b3j> z-F~_S`GrPyJY%lz?V4Lb{=2XBW%M-+vp0M8uWrP*UYna1 zFYvsPHNvTVTyr_dUTp8R>&cBdhq>0&jd#s^pzvBF`D?I_e3fH&L%A?c;Wcngk+Mnh zoy~+YAGmD6b#;5j7jlK|OF9a5n#8}`)S?DDYXY4=7P(FTctogWT{uk)EyXJ6uyFja-8?s+Mj!Preyr^LYz?o70(K&qwJh8xZ2Y)_ylo zdlmWf0{Bm$Y*bG9d0LaP{nyk-tlj6qa?b?vd$9EPe)Qkvk}G2KqS8>kIx_ikDYx;v z7AY6$`JeVh?y$?h+gbBg_0x$3WwZZiYyU1q%0+q#>orkC@3aPbs{{K(J*@o?7O`J? zwpOpxi=?r#K^nCM^?KY`YyX=??3b=W`>TuS?%BG2xzs#p+vQg=YyS%5&Fv-VzoqAY zD*t6g(z&!jI=P?^pR}=*2!q+Ec96ge|+;st=48Nvl!Y`e|i?_E{OU&rgfAPwClO`^c7RTa_wLId5o!2U5oIkhNKPSR7TcX1KDo!iwfmsn5-7Y2Gq z711j_TPv5kB571LNF&O%EkABKV{cn7gYnyZeg*xpbQQMA#0b_`f_z)6Cl|EI#1O)P z&EX2d6J+5~CI7DZ3}#P;A-;o8s71@GLaAw@YDD{yAtB_Gs)Pez&9j-@lW!XGv$9{v}t^>zx`!g6i8S-s!D%2P?q`uqFwQeO5Oq5k>qS_Y$SmYx#wp=l=0a z-Q6;;^p%xu`)x)0Ev5a^j+X}CeowYIYG?K@A6_xq^ggnjTC8_(o>V>dC5`-A!wl)D zTfF(|%Sro*#6j-FM{sHFmGd4Dp?I zO*vPZbFMTq?S}ea*2riVRKLDgH#G^$D!kq^>pI&pO`%-4{;v{y@-AQ3yLG8w*KzDr zU5|qs*0bW5_0ax9?M$0hTfSAoy?s*qVWx=Zv}kNvoZqz0t~6&oV;RqhH_`{N=C9=o zS~Jta#9Q*+B2Z1*<-{qJow;qz+?6F}_QI&CoL6d2scdDYOmEGeQE|St(6>P?qd&@g z&$1RKvbd$m{o%BCzfiR<7+I|coW)^E;o zxel|Bc!+1EoCl#4N?&$Z3At}C_c7~;+SvPzJyT;-?sIp0s8+4_vrugVRB z{dz6(y@2UKT!m8@;r>|t_L9S1ooCHHxB7a*s*|Qg&O7O|_OdpDy~c{!TOE{B2EEc# z8q9nh zerH1Q@_{YPz{*CZ58oN-wvl~F)|Hr6vs#!E?q4Dk+n8wUMrH;`m)rJIPyRo|t!~rE z{0#DO3uUKyW7GV6|LvkW?JZKSZxhnDv|@gvDdQaNmmTB!c`n!(q+KZ6cU4;P{gYDO zRf(Fmt9Vz1aaf0W-2YWJHjSsV2VXC)AH5ry3i^?9%A-(r!t}S#>55C*dp9?GZ;Y4< z_7E6AU)<^ip6fBM7r~b7fJSEYK=uj@bQH>V{d7y-dt|TMrM$1*LTR%ema>fP(#V_w zmId(&W&b;j(-}W7rpoV;>+lS+GyC_pRauOVn$dg%c885^&9>{>VN-k4dWYr-u<18H(1z~@EBsJc;dh4>{vcQ(ihVDA5^3h0;tE&ytbd+INl)kbKKtAB zE`#MB4dnhDSG>aUl=M3N*dKPWzCqic_b9sCF;wsk?ea-&%%n|Wv)B5F*>z15Gje59 zGjv%q6I;kWIrCbWcGIJ#(F=V|`j|%MCa?y({QamZTl(_1$8v7SkF*QJ*!vgi zlk=kC_sFV>q2?HBu|=Ys3P8QM2C_ngK19JK$&jECy>Ze%_OS?ut~LyVIo_uZ$F$;pqj8_I=o{B>`w z+;lnj4V|WO?sMI%!Pe(MqPLA-DEsFvYd)Gz3$B&^UhOUECtJ`@me5bq4=!kz^=;ui zO`O%pJOHW!U4?St{tL^3vK>6zmY3u59Vq%2r;PJ#Ruj%U&OPpv%eYT28`?IjHq)e$ zV;XhmnJd>x$vdCl$h-7#{{0S5E=X_p3xf2ds}OAwj`e33CYKMfiP>qjX^y3V(Jg%-yU(}P%;Q27zK|)GD^{t zrw0E-kz|}HDh(gW2qhKmwC9m zHN?BRrV7-78p5SnSeqkWYz^`GUn>S_zLirQBOFLDKU@pq%-7U{97r-J8fX454QfFS z=viHQ6gq*~ndk8d{_jFv?7`S$G|k`+W2$yDCdTtmp^oRC)w|=*^FbZ28SMDSYX%{& zAnyNws`t<1_m{U$LSED&-&G~5_%m2@ul{k~IsNNObyJ7zr(%%DS&Q<@jds&X| zLD{{}wQf&%Z)|-DyW)=DkHzQ<>&BVQFyr};UurykCjW)1p^pFjv07&ai;}BYSep5e zvgksdnHNmM)k*p={^$0i>_KuobuxkYlzWmfW`=R2@}9_gCgEWhTm#~aYm-2%XOXpV z4pgz2GP;(q+`CpKsaKHPkNo0aScaSi zIl_RNN$3oaJeV-7CgD#( zuWaVr&jR%^b-<(m_jXmloXWb2|4<(VNa80s1=pTN+NYB)a+dN)WYG_D_{A!zA0SSk zQ_vi3?Nstg_!^MJFLOI}dj!XZVYh%yY2-NJq(?9tX%EEBH9+!A${y5$9EhJqT0oox z(k1A>)=>#sJ7#7RMmlM$c~noOz6uaMlClOF#$Mt?)|ePCNu~KOQ~|w*qd01V$!Bd_ zH0NLg$bckq66aEu9FKKH=6?#r&LiG^_??ga9Lpni2W>Y%?Hs~ffURpO3;Z&3(Zl}) zb(p*eJwPvMDQ+AVs2FV+&8M9K?eCy9`}!_L z>~hMJ`H`9?oX1Uhmei8|Z4vpxj@UHPBwiL&>;F5vpY$&Kz|=)d|T#J&g^B-OaM+sN`YQ&`Az8tT9DZ=-P2#;R| zIg5@g*T*Ul$G_?|(#3Dms)$(zvLJ`wVr&>o+A(ylc@sVOFGgn-|7$p&0ugkKC2oxW z39yMYDv4J~yfpSNlfC$j<^Mwd*AO?#v0Czw<^C~499>Iwz1EmuI`*X$h8N{(K(rlW zLlD28^86YULE(X_#1=wCprmbUQ_ zb=kQ-;`k-;%LGUw*G#7l;kp2crNjX>KzoM89=89J0jJ;$ar92VQ2Q8t#N!RH3>`rG zht+|o{y$+^``$G~?rC%Zvw|={X~*Dr@PBjKyqJ){_UdD4=LM+YzxIhpa6I`8d2E0x z%3o!Y;&?qUMwt$(KqW|Xyq37J%>N!~#V33Ys4vJPs{TRepz0pILi~8!ALZaYVkdCy zS!{>nyi8fU9vk`p{{%_m$DgCzfck|Ltm|tP`m)k_qD3|SS^h_#$L1H+Mkv3R2n&)R z1+wpPY%Tx4;6Kp!m1;q3B7Fh(!*%B|mYG9ebOU`zLEIc+1o>t3lIWMzD@cMIsQQZf z1qr@W9{rjya20I6B@C$DNP54Lhu@HeO{D!h?Fhs@#ty)IPCxVo*GV9*;(L}gd{Z)Y z68UIEzdn+__X+lS0nEwR7NCyfLX5eZbOU6Nbu1d;dIcoc1e`sp zk*_1CW9U-21bZ$dn-ZS2XBkijve;G()%4|A>@>Xh7jMB>hyQ7w5yh8KUp#|KGVV=i z>>EWVNP#q{23b&8*6~vO1H@XBZX3e3!;TJ=R~d0Zt}%7J7cB3 zFv#^I4DXOc2aunE6Ggpl=VZjpNBc$9>M-cDR=ym@&{>91*$=EEPkN+ zG0xd1$RGc!q-W z=Xefeu7W}JHN+W%9ea}YKG-&q@;?wh2tJJV(1-dRM)>2=c^zplME?mKW3Dp^C$S~- z3w}p4&IDDzqVsR;IgzycaBlRcpGcE$kePu^r;u-uo&|%dQ!O&E`YUr9wg7z#E`A0! z0euUw4n4^M)FWjg#Q834;%ttePuMx=8pQD-jIVj-kQ>Q=o>S;KNHt|tbv$9yl+(@p zr(ANNntY_Lr!TkxdvBy%=TSBsPh8-c6v%?)e8OIa9amr*$W+5ulGXx_gT!_4Erh!Z ze^8geKJ3aPmZR>G^N8^+*K{Q|fNJqg)LBc)4VYbtiw+^T0YBp9kqP{&FD4H)%PqX(D=03vQj|{S;k%##YVUhDN zd{=fj?J|XqIBl-_EzW_q{6B{>q8%psa_&8Vo`)!hn`!qogaPJZ%I^_$KWdSAjB0FH;9Q#iC>1_9h5I|GcS_<%k*`t(6bu6OZhBy%vH>3d^)vz@F!Y%&VaD`5`lP zPRQ(iLCE|A-k-}H&4r|YQOLXn=FJNk_hS6O=b-Geka@V8d7`UB=AeZfyCGy|+#E7j z-5N3*Zwr~b?g*JlcZSRzi}^0&{k-S1gt@&(LT1gQA#=#`kh$W?knvVfHqTH-&tlJW z*azl4A2P?k7&7Bt4w+{_x0RFyxDR{;n!OS-E5O88L*^wAe=THg0Dr$u{@)0hOWzEc z1Kwi3whsHiE^mj-x8UeiA@e-=2P9U9cs@uyycaS%uOU6K4t(+f&wf4(naN-wSOYqK zguUPs5c@b}7JSO{+Rs8}dvGn7@p;HR3(D6bgI&L%-oT7?A#)G-9K8Nj$b1Ff{3c{B z`8H&RejhTwfYv{S%%MM1-y5*`Ka}CdkXZsg1<_wZ=8<1RX8NX(N&Ox&Xa7Nc{z+cI zzJFl{xF4(pYr)^3!+%4j0z3e|2Rr;tK0)a}A#*smAFKrf4Bzqu%fa8E!U>z%;5pF7 z4Vw!=g%>vAMq#!>37gMCVe<><6b_r6!PB5uBy2{5?oGmG82AVDX&N^Bg2%vW@H2R; zdDtv$5jOXNpTVe>VKWX~3GM>Vfh>qd`Cl3~UxHq(!e$Iefhur4cmnLzny_GC+pw7e z7J%o$f57;5VRHj$+CFR!2KRy0;71VYfSq6g7+)4PAA+MghRsjlp-y4bpKpa90AZX#=tO}bcW5*;3lvVwBg<3UBMZk4*UZK4+)#Y!KL6! zFeDx}XM&f(iQ9zD=isuTVe{v^^$!A)QV_!#^O zS_})Do}dEk0j7W%U=FwuJO$Q*4Zz(#Y`TJN!FW&!YQU4=BM=)-IfHY-La-FP0wN>O z4Q7MYpx;RLR0p4ejyr_SByc`h0#*TMN9qGy0fy{EyB$S+?M$9P|3ugv32p}OgFd^2 z&1oRCD|rL!N0aZ}!e$m&2e#dvdH}bA<=`E#33M70HV1%{!IR(@FnkZv1vOv|C>1|u3;qD@_6?f>U?Mmh+yEX0?}DE|WE^cC>;T4t|iP<|?94eka11*1+2 zn|a_FaNp^ac_r=Q4EmZg!{)5Bsl#(9>nhqPn0tQMTr>yW7f|+d!)EM-^bz1gFl`=T z=cD5i%HcBdb_H#E0cCY{*yO;m*U~3khfNDP|E{O}ZwQ-8z77_*MN0kyH~^J0dV+h^wF=A z&KsOZpay&b-hY#G_btv#@B`>x7d8ii`CtXu0FrNGH*i)_X5bDm?j8ChP`MhL-wm7n z-=oh0-+-&$51W_3ub}H1>J7{UH-WWa&Ih!;4=FS700?~)Hot+~$DALZV&7-fIq00F z%)l++b?_^g^f`G0pMm&V>JOax1z3kIUxm#{Ux&>J>nY1`X`A4I@3856)}sAL`rsAt zEg1My*qjHJgYQAxT-YSQ$zU;f8?^kHei2*;N;go3;7YI@d=8rYCv3I>2ZQrK2K3!X z`vxC?LB9|l`~q74ihgh+xB?_J0@jJkJ2fG53Jh zy|EWW`$WvyU^!^hH)4(ft3j)N%%y-+z=Zyk3-}A{Hy~oJ0k49eL92m;1IL5Mz!#t& z`|3D@u@f8zUItx_?s4H+7m;*im?Y4`U3xF9GG5dqo+mkPF^>Az(5iuu#SHXJFY$S8i z;AF7>4%FL@)WJ@~8AUxLXal=a_oE}`2=FY(fv&r04kBV+0HwQA&)`1rC)j5UWdzoM z?t4Vc(_^WRJ!uEveb9cdh}i*50dv5e;AQX)*lq8KISVWWKY^b6M9jh9DzMkS)DM^o z7J)y(zT+Zh9T+nnUEo#FEJ;4VP2daAV?Xi%-Uho(z#h;eyiO%o-kArbQ-2p>whfn&kl;APPGu!y+=v^zXvZUx_iM<(-r z?-cyO&!A^2Vy*-~f~iOF%meH-HDYc6?}6}_IOQGKHyI9HRw5ma}9h4#>~VHu)=Naoy%G}FcHiGSA)mEXW&oJ@4|>V99#?@1)IQ#i?A821dZm= ze!z9$U2w(4*bh#cA2Hv8-7n$X22C!Fm>t3MV6V$4C$Q(`^fBNoFysp2fCs?$pm{a* z3~m7{!1o}2B{qU3;7PCsYy{o{>Kyb01Ho{x3)l}F1x^8HfjQtha0^%hGT=S%GiY)Z zeI4iudVoQo0*nQd!7<=;a1po>+zTE8FMuz=AE4RQv{A4V(25t=Xf14G6Echwd8@xE zZ|?I|HQvK#-5zh(^94ipnrh3wQteF#c8~1H4w0SN6|$@8W@4t?bT>UrPt(ivHhoNA z)6ewhj&h(GWCoidCT_N2Uy*H1h1t#wGuyKUY=jwUc3?VZCo_tL6$!J8+0~3TyP4h1 z7_)~NYxZQHu)WPbW?wUoMF~l>AMc{>Zzh@p%z@@09U48rPPxEZNrdO5wFK2Be!pVQwN z;0$yIIfI=cPTbkX8R~57R5;r?!<_A%;m!zWq_cywqqCDU%GudTIJ-EzI-{N4oZX!< z&K}NKXHRD@XK!a8XJ2QWGu}x$`#BSw{hf)<0nUNWLCz%SVCN9$Q0Fk`aA&eJ#Ys6w zI8&V?ooUWd&e6^>&UEKk=Q!th=LF|O=OpK3C+*B|W;&-hvz$|%)11?tO6LscOy?}; zY-hG}j&rV4<(%i7@62&7aOOG}Iu|+foQs|L&Lz&J&SlQ!&J|9zbEUJuxyrfPxyHHH zxz1VWT<_fA-00lo-0a-q-0IXgw>h^vcQ}ijJDt0nyPd_(J^$N;>OAH=?ksbbJ5M-II!`%IJ1d-LoQ(6V^PKa%^MdoD^OEzjv(kCRdDVH% zdEI%#dDD5zsdL_TRyprDtDSe9_nh~gHO>dlht5aN$Id6tr_N_i*7@97>wMv?bG~%G za=v!fJKs3pI^Q|pJ3lx-IzKr%=Vxbw^B-rU^NaJV^P98D`Q7=$`P2E!`LFZ0^A9J# zb7!QyKUUIZacTV+rce!JG!0R&TbdC ztJ}?ux#ezmw};!)?dA4%`?!7Ger|tvfIH9~W+4Ib9Z;gxO=!`-96pC+`Zj>+vTxktOlxYONZ-Q(Qj-4oms-ILst z-LyNyo#~$9&T>z6PjgRqE8R2PGu^Y?v)$S5Iqtb`m3y9hzB|Xgz@6(}=w8I<4lj1+ zyO+3^x|g|^yH~i??v?HW_bT^l_Zs(F_d0i>d%b&ud!u`kd$W6sd#hXH-sax!-r+8C z?{x2S?{*iv_qg}E_qq4G54aDyOWa!bA$O_!u=|MnsQZ}vxVy|wf2c@BZNa=>Fv9+@IYI?tk2k z?l11I?r-iU_jmUX_fPjP_rLDn?mu+>j^}!w*T`$^g}ksA@tSx|y=Go>uf%KNwe+H1 zsn^PD?X~gRdhNXSUI(wt>*#gzI(uEbu3k4U=9PQhy&hgqub0=`>*MwH`g#4m0p37w zkT=*H;>EpfyrJHgt2f%)&D-4@pLx1Tq`+uxh$9pD}49pp{&4)zZ54)qT64)-Q|Q@oUSgg4bY z(wpWTD#OH_JQKJIy=YtMtzB&h*am&h}<| z=XmFORo;2t`Q9Aw0&lK&p?8rt&%4;0?_J_u>Rskt?p@(kdsli3ysNycy=%N{z3aS% z-u2!M-i_W(-p$@E-mPAZcbj*+cZavgyVJYNyW3mr-Q(Ts-RIr!J>Wg)E%9o-hrFfU z!`>s_quyiQ;rmde3>!doOq|{$K2U51brHRexu9bDnTu zkbegp5OjePIGFvDWFz-ud;cWa{F%*?O*T0^?DWp`?hcuq8RpL>IZ&g(c?x0>&;#KJ zaKNF60S-L*+)tw(heZ{N-jDbGW$!0?|El+|d;g~Q-rm3M{bcW_de8R$UGJxR|GxLW-p}-Yw)Y=; zKiB(@z5mqv&%K}T{g>V^^nS7TT<@29zufzk-urw1wfC#NU+X>J`}N*`>-|RWH+#R; z`|rK~(R-oyKYPF3`(M2e^nR!JyS@M2`(W??^gh)4z25Kl{=eQI^!^YX|GK`OzTUpR zzV&@q^!-@hm3=?n_prW)_g&TZh`vYm{Y2k}zDM=_WZ$Fv9@F>OzQ^@FzVGV3C-gnB z?@4{v^gX%nDSc1v+t~NCzMty*>AwEHr}sUh@0oqq_WexXv-+Oh_nf}#`sz!KQr@Z7 zR+gWeFBXl_{{6GF8FO@CbadG+*^7>qvvW&@(xO!>+~m~ELaFXlOLo!RR#*F*@2mIy^VppS3GyfB(cd9%n0dwdQ2)dbM!O z%=Tw8QxZ{sX3V4r_>y-_`bEJUG-U)coO;Z(cFE5#+%`5gwry-KGhmKw3uZNL*Brv$ zAxZ{J^F?myW~$|UBUkSn`gl6W%mgeO1oH+YXTUhlaE}X;{iB)w3z zIH=MzsTk7_jP|osGM}~28Mh)gO@jE`l3lgxRl88HnUiL%o;Rsd?P9T)a}TD|Jn%Vq=)GXv=dALj-#5X~{5D@j_47S4B1lB9cd31T}&Q7mtJCRicJesDHCC%&h*IWfp zH;P5OdVJflO4WoiuH|g}v~uNAt!|gRa?`@dI%v)TjKqU;gD?v!e3Z3q%!<$T>-YjDGh}l ztF+WK<&=t2vdS8()e4Ixt7?}P9hwnk!G{$mMgxnGT=_^?nutRlo^3u#_@D$FiVcCpmdleCq&QPN|kmbV<7}g zA9t#5yCgIqb#702aS;r)pQm>k%$tDZ6ie1kwOPwC)a)_lyl|%22j)8qW zlA7C8cv=AZ*_=R)7N}i0HeP6AEmTH(?J+ZbzS`OtjvnoHrPL|wGCdbK_jPTq!{trX zvZ!y^Ual_Nb-wb@N{`^9H-tx9+e``*wY^BfHm94AM&WH*A)x{$Y_7A7`I-asQhuiD zDKO)ymd29 zsedG%W}HI2WDJ>ZlOfY-86q=I%MgL5DMO|`hD?+z$1O5j)yxAH`$0xI(GD+?RqY~Y zzq5U#9yotsaKOwctc1UUFmO&f7?+ff3j?Z8^W#Sfvz`!Jrb6Mj0wUVRmoZ^Jr{vxO zMBBKyN|&qqR($b=A$i)DwQLt0lk(RsWo$BiVPccCL-PS<^_{fq_N-G6xK;$dsWqiO z2g?&k=3`3Wn?Ms=)Hen*42AmcRp&2&N zCn~8;!hHoyjm;gNh@zxHI6%HEb5Ie{tU&vlLQqy$+T?;DH;@`{4-5{`DhtnrFTQB1 z1Tm&5mRHN@=GYW$TFgOxYz}@5a!vWpm_T~c%_4?~afN^>UygDn%w$y*b_x*XLZUd7 z3U6apt^~>~U=}E|u_&iKHYIEfKpE2@@D=&aO_WOug~bMz%V@C7?C);lAUz-c?qiWY zimG`;A@vdQkv=eSVdUT`mJ3AkRG~gmZjd{r=fLGLhw$lQgvi!KiXdDU)g^rxQYL60 zjwc=@r0Im+dP#@J$B1;Of=#e(Y_8SH_=BKA43vBBJ=vtT!hb>%e};n~-;1ymxl@dYnJ1SX1+o@VU| zoI-r)d!kZ=QfZ45ip6kupj@-?Xu`e{Z_oq5f?8ywQ!V2|354{7-lt*srPLUtzSWC6 zTf1F-X-_~@NTf)bF1k23BRnK#9g|m)^A4xJVi#+sbr2)EdSThI7GWPDr)9CRWWKTB z`T|C67g76cGRz&a4w8rjp5{W z3aO?}kbkZfU>kF+`tb^x&^s*#KAD7f^Ykjo1+&d`vNQu|seCxyrFKK(E(~S-Zi-#x zR#bjnY*T?O*Ln*JkSjzv?6|fj+MAwOr7wW|cD40s3BXH@uXsAm9L%WeEz_G|A!}D} zhFs;-mCBb%7uz7^v(_7)#|!lDY$~b9@tSCD3WW-3-ELxDuH9%?414z*lixal9#1>_ za81A6Y;vuW(#?jMn3^@;d=r;sZFi|q=q>r)uI5;`Roc3uFp~2pfm%^L5QVdDY}?nz zk8Pm7B(fE$FL@1ux89-)qPY`eHEOg!afdo6U1lxyH5vqZDey;Zv8n=snACEtmV`Yg zuImnFm{?fS=c$#pi|;Sp1zAncE1w?ag3@&EqRMcmC}`eVI*?PV%?$%4osW0&<`az| zd2`jT+PWX17*jDw9I%4Za3I`xOGq2cwPSeM~j@JC8cyo zUs|3Fkn2#ieo2d7j$LRy!M_sMji!X6TwaZ9?HEixu<2T()7D7j`hXPdi`)eDL~~9l zf4k8jgIRaAc?L6E-Nx!$7wMJ;@?{b`DoUs6C?AwzP5YjByjbfEP@z<5Z+w{EjaJ9< z>uOW;N`ywYI-MZ|x}}8>5Z1L;*g7fQY^#Z>S@SJAaY@7!H)>%X1zihc-&RG|H*sg0 zqAS`VIhVVuLz2_cYEQ1tdw&F$@j52X8onfzIe*e7g5i&xruG6&NY2F*?MYFK7TX)B zcJ1L{C-sajxoF-W3A#U`-4 zN3E-|kzz#IWg^?%t)>(4v-^dAYmnX36fW0 z*H;OsjXRSp`6IjJTkp}zYXIHA)i2#q=aCMBVMDPmI5GNGuo zl&65W2vVa00&l#R8k@TSoRZ7w2~m4!R!eD6V(GuNM)SYn1e!Hh#i^K{xQgQ)8Dt0U zzr`@|-Enk55>W76s#*JpV=XzjP^MAJEjhU(PF{3E%seZPKtpfIR+?A`&cvP{I7;n?(&M`$32DqQ*=i+(2-v3cP1mt8j7Dq9MLPV`0RH~eA<>Q zlrxLZe#gX5qYvaD%Uj4{S*AhBk37NkfiB52cC}uhGuN#7elDrl^1 z;#ymFuFe6J-lN_X(|vT=6Ce0gaT%;dmo^ph$0^Ge#!wWy+4WD+IVC&+kf}u6(U>Nu zG(yBXy-QR8&%<5fROJ%FWLYZrOz5Om?FbiSp&0SseMB zH#wUJHqASO_An^6Gn-HmTeoc8oY}lEym`xT2IP0ICX#2~ydVoh_U6s@{AMabX3NOP z!qC8`%us%QWN2grW!cKas(VFAoV_Pgbo02^EC%f@TSm5Q9@x5d>q2gDWIkhOwvKGg z3=R(u=ktS`9MBIj5_6Ykb1X&Lli=mt#qq_s$S~&QFXSI^WKhpz;^q&bhR5RYpreUA z^~{~K2dN3|b9N8z3X>Iz%Z>tL8d^hND7K5a1wuo|DFvtsfA^CU`kpNBGL9hXzzEga zrRn_lvn#``1&lIiY@nW&B(4$XRer;mwVMx~2cT%VEFH+>9{9rgb%2C}nhGgK4a0ow;kg%Sqxb`iQZZ!Ke{BZM-AXFTPA@wIQvfgdR_ zx~3aBm1z%GhMg`>^B6{AhE68yB$e*8Ad;);OluL0O@}nZ+qTgqVQ<^Wc~g}fhP*D8 zAh0FpsOAo4CM8*EtFZaKytve^TEjtPWs5(Ne5%)2n^`&v1~>bPd#Ks`Ie4`(JE)Rm zMw^n~j_o$Cb~EU`zcgc*cz1usrz&++?*+4<}i8_-SlqZ8DS zcZhY2bhA;T?udKs$BX6MkwR&47TT$1W>G^K_3C9&Q@m1evo(DbSW0{P%!#Wh55<+I#je40RM3)??U16i!n}RvJ>FKiR2n5zHDXzePxf~f2oT9Vr zlkVduPH`ul5UF9PhDFFBA~9-{J`S=uq|3xe z5;WPd=4$N%7LNdUaK1RAe1gQgq^U%1Kje@0R3gc7U$->SHmNHD%9X96k z_idmt!dYf@DFy=%@e!x`ca~0V_IGn@kYIl2#l@&>skE5H>6=}IK_5%PHlH@khb7Y1|j+u~56eOwygT>(#$ zMvx4@oS^#WhuGr-OINgSIxa@BO%-A*?OA9<$RO8C<8*;R2NjUSFCZGn*eEHuq-D9- z%AH2od>+;khuWzEDO$_+vB66DC@z`67~UjnpB&3$%E<=Wn7-g}_vK}DG_)X1kJbXr zlDHDV%re^|>qs$MS!VsN1fpBTxPYb}q~rm4??^Btf*q8Dp{7FB3d;nxm@x&5!5A|y zCVezd&+*{^&HUszgdk&uN!LdN8)0O7zRY%yg-Xq}$#xpN?iv`7$_^cG;~34=YB{@T zSFKuO*(z5|+(Q(sALuPM`ifRtun)LZEFR@BFnW}u(OPuPT`Wbi`9=_*%{C=|;%K4f zj2B9F_4wY3QhYfY1`9M;#9cCJnsa$JPO)wekYFbfYZjvdcBVxwpXQ2Z4sd9_Z zD3Ml`lcqdPLo9A3BtwsN#Hp5Gg8()M6ETd|(LD&2&OnU%Oj;iyR)sTbo(pMSq!ac{ zF6DTo?UK;o8zpIj3zfK7Mrv(3clz}s%`GgGK#%efW3^rBNKj!xH5{yUrpcxoMJR8- zD$9{I(uQnOEr*1snN%uGer=1)rOrZCj%rSQ4%!2=g22u%X5OSZWZpNcROZNR@n24W zxhcZKfjnsbJlemEzDY(RoWXp&14h(X+$M?S-n0}_=o)v`s9}V{pt)Jx7beFYUQwfV z9<^0w4YKIMYa%n7LwYVmV{XO{%s*PJXYwc0)omwtMRBS_b%z(N5=;KG8bP!=xcetS z>@pl);pYjTjj$GEF3savT2vO7AlJO;n$Zc551TF$NHasDRI?WxT++px=J@e_&I0xQ z?HOG7Vrf&Zrm^X;EM%jN)C{Q#0QJC}$7L?8Ehpdlo`!Xtfw&NPm>D5?2OU*M>avn7 za4W|cB&?^D*+?$N)K$tHQr1_>+=Wg|RA*kN##D8(PJ&vCmk=F7Q;vGEJJchD5C%E| zGMLB7YE+MsoBH5*F~?niA+Ju|S+1OSax1vya`J$cohJ_wycdHyUSG68L7a_*JT?W3a=KYz(ME?l^poIQT(B#T-l3QX=GC0bk{$+4H)DVU2+cCZlF&keZ!gYGU@AGiESEzRa>=Br*FG zVmR6?70VjuFZ(%4=L7^enh24v3>qW{*j0s-cHPF71Xu%9MH2WXx@3>rM5EHMMMVRJ zr;DKleJFz;LpZ~X4TcTv0qBgdaa;4SlIug+q zSEPW*_=*wurdGW#o<~F=g)dg%n~Kd}agkE$$*Xt@piG*bFJ9+}k3gF`g9yBB7T)Ex z`_Qzttl1Js#WIndgp(~UK=%#qCTw^{b6@75L7o+v4>x_rS>{O;?g}E}$Z`IF)^kWU z*7k;jOlkA}!paAnbJrQTcE_xjl}{9#@I4RrwI3oLH3#|1vh{_7{&A zc{f`i6b^}eio$#OHLi#b%&st}^JUESSm6SO46;A4TIB9#8JHB}<8h7LES78z(y21F z;75_oYX@KD_3Exjx`P|t$5d^FSP*C+@+=v$N}vg(C@xaBZ;ta;KGG3^{s0KPp@q6! zln!&s;)#(0#7{V5W;$NG-U7!(EvYo=rX%7Ks>tca?A(N})Aqc0eXY&w^*k-3bJvwR ziu*7-a5mzyqO7{Q%EI615HGxaoU6qkjiJraZJ=CP&cZk+6*1RnGz-f*%VvG4fs<6K zKECL`Nn2H{E!CyYQ}oT_Q;YD`Kn-GbxtWL!Ny6TVcIxR%@0^d0={sc*I48aGJr{dc zuRBmDJGq!1tQP8!8uUYsuDOtnaQDE$VYv@$EJr5_!Fk`@!PC#%dA{|ED_liv#PC2D zflDrZ$=S7fT*|#CiryA1HlB`Yd8F2-abxs~6&iqc2% z%|`>f2M)N_X)Qfd1*{`CNFYJz(yLIX7L-VyEvhuNd_u7^?HMM&W9V*pI$OFjKS(rM>en!BM2+ z?v@DV))hydmJeRLR-_9On_@g2-2LMtUFPR)Z}RnXTwi#@5Skpt2}>BAt{u;*2r-O} z!x-Fyu5Od}Rj_BZ#R{6QjNTWlg++XUrPuex+Kw#}R;~y?)0ER0^faU?vS>oo9N2QV zr`~0gVVigm zvQ2F5lwhJ!tCyGg-SM*(Cs$Y~VCcshjVk|h(eZ?wYvgHe9(x7ZzGAN-!D}!|{-n1# z+zWC?a6093xq94Mvaxj<6ouXQe9b5}EgElI$0zu5;JwH~q3FacH}kUjw4q2BznUAF zE}74OCc|W1Git zWB@;Bm)E6FcKk7|=|eBlL~3mlUGzc(Muh3d=yZyX>>9yYwGLXW%Pty`Xhg-8iG1*J zy#rkETXrNL5;ZN9d(AU2UGY|x_ZS9Bd&2~J6B-fl@!%!L=9rSKHb=4SA!Z%ypr=cp zu}uoJs{EaCsyIw|*)HWA>=|X}VO`=3PEev|99HK}JEeY9UvdP#&K%LS+l{0X7+lB0 zgHKZaD&BORn3mF2-qMh$jP0-fG4v_RnKE}FJjv=4YLw4fxYfz)2Gm+_L7J330vPSE z^J4heLT+9QjV;uSV(b7~o-)*lq&x<*;8!97J84Bo(A+v{DbQr+>VtI6+PiDPSGf#( zI?Owwh)#!AYm4qQ?cL)F3a_e&rX!(_mn@Wjq5(sg3}4gtBW-Pxz*P+U+a#BezSBrp zjhX2q51sVopjJd1G)LkBo#Ey0xY+t(eV8SUQsJcy$EwtExPrBvcBWWNQL~s(vUzdn zBNoFQoFx{Hqc@KU!(cNXd1;Lh(VMxW2ckD~IuAsTac1^$QV^qGheTuZ%x?N9T!b`& zBoKqEOc%;)U3@5mA7k0urbSa%S`gu_O0?`{9^f>PrLb-I_>m4(Ecbv~)JTkE1c_;$ zB4M6w)?EZWZDLDEtH-G}^XU@R5op&cx$)eNUJLLSGdf-~#bf#9JaW-sESGCwZhhRh z0;zT49+;TT?wu_cSI8You~TD-9#i!E9vsOyR$Z*ctfz(-cYSC|3x!3{LM|xWwOaYA z@d+N#E$%8wG%mwjbp`rYC5bYe3VH9iY1KIst@8NOt1GRF?gi#WcH(0=h4h?N@MLGV z`S4~Ptmo%^ui&nytqtMEry!#@`+RBlmYfM%TV~F5O3ayU)oQsK^j%USa8sAol~0Kk zL>tUrdUCL_M}Qx2mln==D#B=Iyn+49bz&ArNWfPw;Ip2%q6ROQZ<;yvntJb{u}$nwtd$D+4v;GuKYrD7Omk1(+tQyIiu_Dm zpksxbp~X@pn3Nr`b`1_@2l0<_i_v%a%vg3}qjCskn}?T%m%PWv4$<`?bRZLEqdFfC zS|X;MOR^?#H0=?qxP(hdn5g9Fm^@1_FyR|NaNInT73PY`{FlNcL0mu$osJ2SiAN9G zNL>7)!U(J;B2aUXup-K7=>v8@fu7@`PFanQ(I&ugW;-N?Ta&W4O0-(e+8G<9dI^*H zzUWdWbAHjLOyT{a!`B&f`!b_+ZrU1fU^hpoZX@Z@O=>{6=vB!G6%oU4snSJKr;Nc_ zS`(_2UJ%5jcMG9%C^(^d*m-Bbonm~3DK`*!e30ffaoTSR%mH!*Bc;nsEHB*!Ybvia z)Y5F0`(DuW$H)5)dy4yTOaEwgZlxU6q~v*EG^5S0efRDr=yX!v#J$^x(X)cWYdhi# zytX60z;f#Q!o9ZH@K3t3u{l#zBx}0Ae@@7fsuVaLx=_X{mBluo8O1#=2Kml%Z64?9 zXtH&uuAW1AqHd)LuDCm4*dvvfTb=atfD(p8i2o!Nmm zFzG69d?sDxz22m&MDR?y9+Q5}_p-}rWE@IgBHNa^^b+czu#1Ym(CA{(H6(K#8`TR&C|GyqXpJ|H166Y?Bq+gzoA27EL`&F#$wrJh4)~7qd^$PPTW&+{kIQEy=jL8rR(3N{XMaIbC5Hcqr zUfr4r%=6ZIJq5@Wqn1^#H7ywztqw1_eK)Jz#ysD|i&sTy{QW#P<#bxOd)6Y*rLLdJ zz9QLl+che!dNb|_*=t3nA_xALocP3)h75!9J}^OjHt-XpP89VoFm8i@N)ub6zzqkK}x0aQ1hoP*4;pW~frORr+ut5RmFu z*VK6FauzZ;-1^M3(=>FhBHAAevN?Ck%1D`e$10>FbabjxFl14UzTTivl_FmBWI`W8 zDEOv7y9mWVtwxwoR1%`LRCbCFYwlF12%&A^b$8_8u`?5djs^tRYlsul>tkAid0t-e^L3cPHEZE`L# zxz+0Q`D)dV-$of@!jZ$zbfURx*4CJkaDK1;sunn>4t|?b*ltg#4jk9?q&BgPt0f9> zQO<9ZS=BF3r1EeVVO&V3b$m4vn)FCrp~m9*q4pA(4nhb8$*VJqYELYq=OJmi5skS+ zY-yH3Clt|IpFg!#>76{Ar{yuC+PLJlZndT+aNz5rBaSdh>IriQo*h%x?g85BW9c!( z?8+lw8o~f~nm7zl0>Uq6Z5=Hj$xlNcb|T5LlYbv3uIvo&gkId+wvCft4G7RUk+aJ_ z4zZeRHc8)CH z%uC4;xmaM)@|FVQXKD91Bs}Ar3^_%hIwU z8Z#$7Jx`kDkXHG0)6Umg^#>d!TIyX@`Rt~Vuf-DiT_kvk%DCl|?V4-R(1b|?JH3o9 z+hGr43*5F+{wUpAiisAVHYeIMPX(ddcwki8R;5GVg~!I_X_{PbX^Sn>7)bWk|)Bt_+taXI*VQm#1WAi{2PrZ$_y`b)LKGT5WbIizfy>t8YW;2;J&X zs++1fKrBYRA@e^w>*A6Vmza{Q70GBy;>8n!CL68RdXF8J>LvwRLn4ug(u*V+3AR;T zVxp0tL~BJh5|f%-IMk`?8n*n!cYtak(C|}CgQV=L7%%dcwdONFmDqH}=Yrmz^aM1n ztcJ^mR=ZZnSuL<3RV9RsmRgBsQ+`y~8aJ=D(CVWNlW7?cjahUHsSVA|a%itTu5D9l z@~U0i2GniGa3~s%OOsp7R_r2OH_i8()yQwpvFbQdu10U&1&nlBS{|&$S}_;GRXtG) z)XV*JbZR@Sy|`|tjN9Pk`-{W`>0fd&>I7|6^)?ZzVfAWAo4-&TZoTkh@Gnk%X$kbP zNq7gfS9_fv1F4iXZCstsytDPzY3fwgq-$~k%2c0{HinNrx>(C=wcNtsaeWdK~ zv0?&!+FGxs0J%b{SHIGnAu!= zwB2gep8(85*jzQWcWfNsyQA6d6l9XM3b^tD{*~l)io`J7 z!hSjDFZcUs`)|WmjT2H{77|bTy zayBuW@uN#K-EuZ4Oxrt3!`e7CHqfs!R99o2$b;4R&QgKIxW5a)pFftUf+CW;3BO6 zG}l6?*c9#o8ZYUKQF3&0%@-Tu2Wjc}pd~=pU6H9BO8FniY z1V8@tmh5rdtIozsof@ow_$k&~B}biffCALn7Evc1lmIo~GL)QZ@OJGFL{P3Ybc&(o z-b%fIOV#C3ETaRsF4}_3+C>W*pis6d7&g=wtTK;hnp@3bYxfw&!c9}wa&}3VaHeJp zskd`Zy;5f$0Xdwykz1*olamLm?0k(z3AkKNZKH#9UHJkfF&TXh#%J5cL5Ln74c+BN z42~ue!9J&kNx?j>ns04f!%i1rQp+(ctF1YQ)>k86hZN%oDlxQ7)~VI(MTcLF$@DTC zl(GGE%_C>#ajeW8PaW5c)4Em z^82m15Rj-nGAe&oM_{0d)L~gu+S2n<9VqW?r@$Hnouw+Bc1~NQPUPNkeyB1c`>vLq zl2y($Z~baD2c)!Z3OdXev=;vj9%>2sbBpDSz}R8Bo0-AYVzgL*W~e(`5^3OWpJ0ih z!*mG?bqcyPHtyMaf!PCTFzz$rB|aq~!ZJ8G1k0c~tPZhhD8JvXE@A}ChRkwW*}_?( zbZN6$xdh%Z>7%H9YrOHnY%_MiJ6l| zC28|;+9-4=rgx$Cv`G^Xuh_wls?^3H6fBG>TrijBDO}@v^L*RnPy|hFVrzk3WGu?x zW?o&QJOb@nB{zcOSiBPg?HwM&*EZU|#QlJnxQkkAqFvB|Oi{@2lS2cEn)N zj%i`kOptJzfx#-hf{W2dNFQ^H@<`}H>b!gb7rUZLb zi>4!QN$gP3DFr&p76o}$EUpPmLW(WFFv+vqc|l)@HEzBlM~N2eOQ4{+^iM>kiRoM; z)5J8C$Ta>U`G#JRX;@8`OACd?2DTr;*2&ChKDp3GQAHva`&6MmQErs5y~)IIhnwj_ z_;ryI_DNk2HOhD5_NCK$D{7`-n(~Dp*f;?xl@F)!9QM zhW$%b$Ij2%3yxW5k8sfOx)67WVCVDu%j1oO1rt0s8}&l5=Ea(&QQ;&VuSk#$kL+S$ zvE<~f1#CSsv3TcHOK@7-R#?P9!@Pm*vtjppD8p!PiYTg%j6sBuAJ?djDf%N36W6(r zcaS!w=%__ZT-y>EGoTW9O^bAaZ!uU>))-r16PdP+if(9$EGDpuULa5?eDJCw@J$ta zA7j#BQ^`E)u(FN9xLOt=JJR)LvQW+Jgd&Sm~oxSP8*6=8fA6n2OuWj!6&UZl3w0 zrxGt{U8q{A$63BKh=V@QH_Mw6@#HSa`wPp?PV$VOgsTqy2$DQO1Be6lWz%F3F-Wno zADdXobCi2&aRO!E_EP=W#)7?ToR4Zm>?AR*+H%>dm5cB)s;w+rM=$`QqbV`;p_K}C z!a8M|)DNkzU^5>W$V^WMqh?KWaB6yh`9SBq93=KYMj)GvgwsGZHBE)cdWr2~u2BTj ztn&Oz%!%3T-dQ5GYMMJCrlEX6PbNqU$fkOLla|0#T`K!9Wg{?Y5K;LD&1rU3n;+qH zL!qr*jM06OuQf=cOm{n9p#|jbjT{``0_W0nste9Vms{7JK?0SMN5n|m2d6K+jxbdj z^Jh}YG38hKAr$*^SIlv1pky!R#4jI{xE*&RDJ(yB=;d)nUpU)81#DH7! zPqb_e2Rqj0qe`u7Ha~hTKC1MJ%v^5o(xdrDti3Nexg%D^u44E~%ODfk$r-y^qcIJ) z9jq5LgO$qV(gj?$O##frorwiK7^B7Xw9`%;~*>Ta*@I`7Cz zwbmKtxj@5)&?c8uH_R>{wc)CRc&oNI<791PE?dqwiZ~*Z_b4?sXAr9kxnh}J2gE1% ziQMF<;ZeIl^)hN1Oga>C zN3lGQS$Tk?H0c&mVKQyt+|q+|S(CE9O|)FmbFHDIBWMqJwsu;lv!hq#%YATc#_<~tL|u$E5(Faw4#W}q#J$enW=4Vg^=0lA-5UB9QaND!+fPqZ~jb+sB69fVH7jXI;mLUK?CTvy9*UdXX8NjJ`F) z%jCCxtzr*=5s|uKlxt$)U&BU{6BuH!gB55-MKe{eX{`;;wsu$6#ba%2bhgb~IbEdc z5}V{&Z>CX5Izm;tLAWA+E!Cx3q>fS0DSoI;u(iHU;X%4;4k&_jRCIzE5})q3=jZFco5CrsKE|OK0d(cU-s4NV%bkm99BmzCApgFG|J9 zug&nVd80d>51{dXjGc&fLWN24+s4(Tu)r&9P60<~eDDkxfp458>R*M-w$U}CwAl^{ zmxkzwvbvng1Zm<5<5OkBuf)IDn0vt{8=lMPt}vqlxtm zU}Fa=Mqy*o7`9L}vhin~Wo&n9lxUrct*ZbZTg1;7?8U(HfVW`cTOD8wEYvD?J-4Lz zeTU2qjNdesft7#k5I-+Z4o$IAN!zU^VHC_QVQp6Up$J2`uaB8@C$6l?%ZyRwGDj4} z&5J2}Mq#Pe`l^RqjmRsB6RmLQoP-CIle8s$E-}vP=1* zSlb+$^S#PD^9`}{ZNS7Lg;SL0QMz0mLXD{NoKOVb+9~mJrA{4axJ&ajdfA_fK>>u& z-{$3azn%%B@M)QV=A(TF7Hb62L`A4Kg{+7ee!_H-(vo(02oPRd@KiyQx}GR6FGJ$@ z!1Dv%7`0%hNSaNEM#-KpVz{7in}3wkHoiQGy&)`GWWPdsj&zSTEfew$CQ*KwVNve% zfFi`9)!6(NRa{*I@fSEEM%s3krqDW)e65;|>#4JeDz+k3DDCB8ynh%UDWR9f#y3=Y zjiwt>ep7sIhdvZH%eOV&Vf)E(Z8P(&yX?3ty|-DbBVEh)@?Jz?kymOeW-RnjXzAR~ zAQ#@@v}*fB^rUrNqG%weC_N1C;WC=mznt^b>j{9hLzlD%$Q8<6@5Fo2rA<%l8kD^x zgeH(gIgp~E71~q^MJmNm#n{3veJOGl5~aVPuLBaLmM9&M!ULPmsj@Cp*}5#Lb6F`_ z$^27Tb4w{tDRW|`18)TZ49O^#DwEJ~r$X;{B$v%3v}cDulz-+{YzQ{w=2j4i1f zDGA(`Kv}UfDw<}Ldg>9(xRkf(J|nBV0NY*)<}usKZu}KK&I`pxZOLzZfvs5P&QBhd z875QEn2qa^(mb7g87qdi+^}!u>NY#K#5YWYw^PuW-a9#87aFA;JIk`ae{3_eBZ)Ri zIh3o*cAcHbft6zI(H!ZW*{$6NhbaqO)U#YUK!=r!1u>i>zB-GSbOnww%o`Ri{wXAb zjQd1BUwL(~QU?tHw>#x17n<`anGU7Tlt{ZgH_75 zz|7gjhJ%e}O|8L#XKbGv2%Rn5q_;CkqP;5b;tDmt;k1 z30(BGZTvu89^I3PZu1BBl(Co=+bhr-+-|q?Y0DfX=s#E}<;zEFN#!TNShfq(xA9VL z%JSA2v4lwq8P$N}#&fhY3U!E0P3~UJ_#|cQzNuofDmG3=Zg&z3JYY!MZYkk0Txx9Y z@&+yasr#?6L@c;(<-Ovu^-b*TiY}(dQ_WdR5lF?_XXlXuaeAahdmi=xoiK=sY_h43 zgi6^Dti|MUO_9WsHD4&%)#H5YFgDBjBtDRmB2SXs_=3}T}k=J zrf3W-Ra6)rLG#dgqqM&^J2)T(12R7k!6y%wx-W%nErLNYM}Ny)=|C$rPl>@JQDICK z${5Vq48_PZb0nvB>gjF4zcZ{B-I^7KBYxlLyxPJjRu(5Oe%z%I>GWn-aa1FU9wAe z+}@HUtd<)Uw>_exmHU9vhWN;DiFrjNa$?DXAY{R=gp`gagwo`5vn9LcU()sc;+{!z zec1PjdTrAC=A@_Ah?+_DLIExyA?FQF7j@Kv3hgkhL%W?p z7T=tlU{K~An;=usdRyW#ost|UJ%=5==y0lo!&A_vCTTXGYZR%%rC=)IsnudC;gOXf zRfq~wq;5KKRK^mvNH_Idi;3jCX(l`=0(yl zgW+P{YB;MHXE%@tVg6DxAyKrc+t;voo5Mv1>Oj5ifp1}X9)nQV6ah<2%!OLq9KbXN zDOvZzTxwqIZn3Cs0Is(jQ+yPa+DfsA_udKOB%1W;K#7?%=;%{A=Rh=C7ln*wEttV$ zE<=4YYD&`^(5v7GTDp}H0RfiqcCcUI!01VYlmY zYEqaJtZ6ndLQhC%j-a}lPmf%)QwIzSyryBFDHdB$!mM8O@g?(s60^pd|5S@nGEc1W zF_MtzOPBt*0&sC%<2Aq(0!ArJXU3|`4t4c~8Xu*^Y3Gh*g;7BvztiW)Hw)WrYDL0Y za*Zqs^UCm)bR#$>RSc zn;UrKU~e4k5rOhDwjlD_MfZxcR|<3P7GG@`oo=CkZ9(;{6^tukvV+6(JSba8}T zo@|6!#ySliVR5H8>`Ebqhp1GY39t}L<_l{#)w4E+Sm%g|!7_4j6pEObJGnC35S7P{ zs6>iEV+0Rr2zE|4v8z!raU;^)glW2Fb+R8Z&m4l7D98it1D8t$ zBG#9-9m6tIE%L$y(y83_szL|TF4%=)ySgKcpaaSS>Wt(aOYHkGA|Qvl=4095kspYE3LH1+D@5R%n9?$AzIgbN4jYvh*Y2=}B)x5EUh*ScJlECv zN4AXKMuVW^HuK4GWhS-sbY2!kgYj<|z`$CSP;A~~Zu2Ck&_Vp#vS0a;!QmMFFCr3Yaj^ z&rItAqMqRj>rlW5;^wEM6=RaBgDXC34$TS8IqWMfluJ8H3uWetgguw-TS8b1VJr+JxG#}yF|kDILPGL+=N4(y{`g4uBzp2GL{q4^?&X1fl(M_1*~?gsj-S*bV@ihu!x0E)XFgl z;K0nbL|ePiR?*DIOx9-UfmK;>0TleACJ%#6HZwq`q--Y38CaxiR)?&447r(s1XY3j z5d&21aF&^4Gi_O6y(@Hrk2uVj8`#OXTq#n0LW34@`g5(ZOmzxFNRSGM4^QFHE^xbE zu5w{^MN`z~6qjXIF7eo0u!Lj~f&H1m2rh{GELVjJs1+Sk5;IV36khw&kUnt~>$T%- zKl9#-QV~K(f(=YIQLYVO87tK)bmOy7591^W@<-MV)(zxL>KwOwNnANhRw;Q#CV}y# z<$S}sj%qtrak&DOp&g!yL|2B{*Mt_t>JU97NJikcQGVa=ftGN+@O zz2aE46n);o7y~yM{4VCg_X>@=^BuX~@=n2!fbmnn3a{ zv5Pf4KmN35(b1%W#!!xB7b{D)MF)4lO)9&0mgXc?svOr@H&8ia)67Gxmcu@3)9(Qz zRk9QF{}T4Rfmi`jB^VZg_sAd>^wYt>U70BW(n3V zzMfVKU{13*m?$%%MM_KhV$2N`(V~=eI|l6uj=e1-oNkg| z#uO+xw}QxfnDnb6eEA<)3lvBrj}8bWr!j@o6%#DbL`cSoUx9*AZUPB2eTs_TQN%)6v3Oh;opD>g{=i#7ijKwQA@|FVD)A0M zCJs((;2d@{Djs=dh^YIVWgAB{lot1wMg8c?##q5RAE%x;;+!NSP|Zs2u*=V5V#!Mt zh$aj3BJ8z>q74prL*_?89)_1Omv}+2(HPiLDQZ75uCzxYE*}QP#FeH=#N|C~ATBAy zZ15H?qT-OK0?RuCCFHgppjRJLN3A}lj#e*bb4uB%R9N;>hD}T~T!vBvxR{r5ZW^-! zd&3_VkK1>N^MQ!g_;D=LM8&2NLd#t(IINE5;KCU<&|pW;PVyCE*c_M3g*;z*!YJbg zjGe^jiGP7bq)?*wsK)VWVKGY5L5@uivP$P@T5=lV>6mN(n%MF$9j=A3KTMOdBIoL5 zRES^`)lNhVC|FwDhv_dWlIrXeToI(LQry=&k}|GnILOx&-zP^a&5$El1 zAu<)5FzH>AmtY9423A-@{PYd*Jh%MNq7Tzbfx7V0GELOn|iEa@MQM*FCXd5uRg%Hukz*Ssurqp zm8*3e6jciz8b~VBD>5pH#_H-TFpO!Ux?QdN{n~x=|Cnh4>!&ICDqN<7$&=f0v^$X^ zuBVu{^9xABgy2ogu7U_n(-~SC^L+CbI=Ebc{34qByi(Yfl7rP*jWv;fGgq@b4WrU zcHy!G6PhK_yvnuBpoOp=hE)wMsf1#PE}d7NHiqcd12HI%@DxboL-UU~IzrzARD`|< zXkg#tD8Qk8{y9sK+6+!+hqRU{V(2hu-ay!dfHthcK+X)wq!wJa*uZX8++Kp|L&#U2 zb?xzK*v8F-_*kjPYEgekhouu0+Nf%MHQPPIr)h z3au1Wbjs>d8mz1;G?b_GY=sV`$)3+xD4bihjPkP6&UF*`wu&5;1(%GAYv^{#*tsxWuCpzMI;-?*^MxHbiZLpU z5BHUE21c{pf<&M?OyqL~|8-JiLS&a?d5as3N*=jjB;bfGxRBD|W?a@5>BbnJk+XH% z6;0-Oetut8ZGNl?G2#;14#qLH;)V8xnHavY$rh$^1uEy*0_~$vT8Y=d19w63UI|X< zM6^u44eQ>=+fP1C6OLNzxkoQt>>w_IC^oUi0!J4%9vsar+0~hPb$@w+Kj@v((N)o0 z$2v&-I=W=nP3Kt7sj#cem^TF3_DKAQ;-iIPegcyhxR>N2uehejY)XEthHD~PJZgbN z*4jlxaWng|TBXr04m26InTuTzA+LD|oa7mEBnb*E2HIB1IciuIS)4JrujdP8c#*-I zX8}Hu#Hd=}BfKw4-Zyq09%f41jAHPg;tZQy;Ygt_URB^Dh-+Gm1&-TTs5)?~VIw<( z?%N>m8up-ERl|MD*~`(7j`CvLFcmbyKO8u z_S?&bcbpv=2do;W-+Rl?#ACbkstedwq9ouYkx6*@sfY%DBo>!2b20=QtbKSQ9vjkG zM$J*a^CP7-qXHC#!4{9a6(&RY0J?P`e)}pxypy$1W0h#sm)K~XY@qT>_?2aodLkCp z98C(iGS928*<2{}A_@tgIWZJ8B?MpaZ|03x5@7!x`dvJq>oZ1v+k5vb@4wPGk9W7; z>b?8wA6{upeWlOX@Fwrwzn{L+ID>aHZ}#3j@lHJdYoBped3QbDoxr=#DQR!SyIbz> zGfpb+UXFJr-rc3VyAAJ_@a{?l-#vJD7v9Yf?c(44cxQYSG%N3}_%LY3yQqJsMcls@ z@SK3p_#=*YgMbfxg#SJ#;JpH#7Vs?s-Xh>j1e_M|X9e6S;8g-X1p4UTR|Wj6fPW(3 zX#sB+@HGPF1>7Uxuz=4Ha9q$W%l#*B=lT3V!0qqgzh5ihJpw)?;Pvn1-|rCc%L4Y_ z&fhNy_(1_55^&*N{QElu{A&Rp_HO=ukAQC$@VtP}eGmU$67c;3ep<;w$KNjq_znT@7x3CY z;NPnPep0}Gv?KbrUBLI9;=d~b4h#68fL99m(YNt|r(;Ky&{?{5+CMggxC@L>X8 zcq@rl0-hJ}y8;@dbMfzXk>AG! zGz7g@iSOqmU4e4kEPg*jz!3qTBjVpKe!pM9KJoq`@%w^+_Y3$>0)AS+zZUR}fOiQf z`TkLfPr$l>7X-Xd!1oLIivsq^@(V<77VmEnP~v}H&km=qxz%#a*g{`uk~dbz5N#eO z<<`aw<6r3Q>~ZY+UZy$2SdC)Pld*f-zUggyh6bOTFBT2sDeGYc%-M~_rMeXuZ{NT! z4>n%gGin{e*2Ts8lI2vZSWaQ1aqdn+j#IOvnvqiskVoj=>wmw}63$@nQ&Wd<=M;I`hbd8HyY23h<4M@S)%(VctMf%&lz_ zW!+m_IOZl!biOb{fMNVnueknMW}P@SO`Z7_Tg%4iXvW$@+uQ0Md2E(yybIq3!rzed ztErB>H7;3&_%g6=bacFsH`$~@R2|XF+)|9stQ)l;NsHW-kmenZFD5&zY>u+T)(DeR z_|~3LyLi+-Ub9N&T)DJj(kU6al{&kFM3M~u2fBCbBOE_GXu#1NEoYjOJPHmCqg!lI zb#pX;ugh%N(RXvh%)RxY-chVgAR*7doSgLeTMHQ)AEN~U^$W=ZT_#A7rg%f_nYo=B zLw%!=<<25~CbhEKQemMzykmk`M&Jj09E&M<5(XN7(MvbkqV7$!fVr^b6#HY~yQQ-D85oq}w(wA@!T-ykY zU1*6jSmkIL1F@2X6;yl&GO!a-))wH)RO+iK5u5td!jF2UgG8*2=fn=`8H=0@}l+1SNJ%S zBrnOGCqT}2R+OF!N5I56@kqr?Mqrk;@ps63lcYFtYU-)LDFCAXH~Mfy5xd?}^tDNe zAT;PsTmzi(HtM;ZBXr__d#JGYhDIxo_SIfu0cg4UD6bQ~+Dnv|tUlxS(Z;tI*x|0C zw+1f`ScNjJu7VnIdaH3Q>KWbd5tlE`WsBjXj7S&!64DX|@=PwWYo^x|Gy|@d+`SS*e?B z5J_hqxx=a+_D;D zUBS(&9!r#$RAX19k&v0q>@X+Zn^32MTMoeU-ZVIAhm7&#X)utEk$q6}c1%PYcHbyQ zNp3AC;vm(Q=mgme_+HdOn%^)4kV*NmP(u$4+?QFE)nuU@qROp-}j6G<*>fvd) z#4y~6))6jMoi*N@^f%3>R1qsYy}P;Re*9%VKI=>vd^Pv9XUgoefr??C;+Ce&8_X5oA{ zGccUtcBrC(lQAt?E-S%*n%{gVXfo{$wIk$#5g2> z1yLHdn_A83IvF2Zd6o+~S}C&%!-ny*@;$Ix`Qtdi3m<7U(s+K<7ppL07}x8*(!|mD zKT%&;x)-Ql$xMapoKoHx)4Z?IX%r5p=7sV*o$tc#p0TPU#@xi-EaUOyo;`-~(^wrw z&d1degWrx;HOJ$apE^o(`9VN28T9%!|<`ay%EoucuFV6`J?~pZ&FRT^0O8!Ix z6CH9OHx3xiF$jpU*MKlBV2zYu!7#37E9r*u1Y?;;G(ZIjH%Nsw)WVn-_e@z8PyuRc z23Fv6MQk`VjHAW^yG`9Nju{JNzA%n6h^_a=FJYY?rd7-ov50Nwja!Tb)C7Hbo?+q9 zIa1g>Z2Y>h!1S15+)9hmE6B@utI>e57DnJdOWVVQl=_!9jcTrmFBz?ipO1qXg$RLVz<*HS%}NQmA*PxbNf(xF43X5y ztLfz@r?gV2mf2Z&hB54mQHI8V<3rt^FG32SQ=})OCB8__Ozq1#=Hy`gm!Ei|r+^m7 zFB&_EBy~TR9W9iuL(1!LTpv}(b;W_}2Cn1EIuHXY zrBIIfzU0^y^>Z)>G7&q-DLMyoxTvwU3^h^^&$3-#iu(>xfyY@~j9@|0wkD_na)oI8 z%(`vVFefk`z;On}S)4@ypBuw?SMMGNC(nf5zp$5VbOm^h-4y&dR?5#-3Z;oMxNBUo zZW2d8)q`=2ANI{+&1VH?Bx0V?x6eVl6~FFYf6y+};q^9)5*3}j^DhA{+m1nAC!hoB z4vTisFqUZ*D9iTO^D^Mw?eq>O2=*D_0W$(#FW{trdjy;j@Q{Fq1zZyFn1Ck)JSpH?1Ux0+?E>B*pv3<^@%yxZcM5oy zfOiXcM!N0|GuMpz(DsCmRI3TELA0W(1rP@J0a-3wXPL?-TG20Z(7c z+Yhxl`gfQ3-N%0#XTJ52I)-?r`b#^&sg@w3L;g z+)a(Oz@aM_(kUzLJR@B^*yMJWYx8jJ2vx5ZuPk31?25%l!|xbr)KI4{x1_I-==#TK zzR)%(8kDg!QDW=K+sA?J!Yrnq&t5$2_lS(Ap3lJ|;g1fV?~n}9-C$3!4Wv4dfgrKW}F?j|^@e9L(7Erjeoiz`~}1X6c6p^NwQ=jclIZnj0A$ z7#MMKxvc}kTkVnIfy~fI)AU<&`OM(Rron;1{K&w-@RpIxurp+D9n5SU*|K$Oe!f}$ zNIRV0GBW544sF>q;Go2VTSo>qBYh^1(rnVE$6B7dc@Wj4<1guTjL(>C>Av$x_$+p- znsqishZ6IT(jxK7-TE|jr>h;^u0xj(uIZA|XzRF4OM9?bIyZ4dIYJT|5ie$|t(HHl zvTa&4Aw6Hh=cXxjh92Yc>16dhJLi|{q~LJ@5ppoIjohkrvlG2Mdzw^=rYogIjRu{3$zE=bE5;+zcGnz>XqtPiZ2@178_f zS$zXFeH0;$Y!;!BNup6lU+j@UqF}mo-j?W~cGlIZ zd~2AOGedj%&sygI4EY-o?taC32FD)-&x?<(H)a6egm4eup8_mD+A#93TyInW{{n&D zp9S3T7{vdz^$flN&nBJ;K7eot&&Fe6b4NIZXM**|8OCWm6TAuGES^sQz8~Qno(W!k zwP9SqGr^}IZ1{E12KaLblNdyehA?KJQMsVLLcZMct*S@_>0d3-+mQ50i4=w7!}Yk1Ngx6 z;Uj%B=(*l74j`Ncp2L973s5g_M7;q162h@t*E9G{Jiijp1iyuFE1n5HfN%$%;jUs_ zWn#bd8-NqAJcc!3JXZj76R5}E#xvl`B;w=w1mMlvz=z*iZ=3{t*bd}{=M8|*-f0*o z-vXWh?%oYNz&``{v1!A2%bOu5fN+8`HliL0eiq^Wx2`wN0p2_V8j$uR;GZMhjkE;6 z@g;p96gDiy$W_K^x$~pF)Yyd2Z=hJ{+M|cj(bpi0ndBZpiK5PVh6#~US3HTr4d4q%U zAy8e+0KQs0p9H)|Jf8)eUjUmx8+ko_5P{;K0i0TdJfOTYfS(i3=KxPFfmh($8Nizh zpaEq+1-R)Y@WG;Iz-PhFi|EM!?nHR-_3IgYC!YJjTY_IkxEjwF0G|whEz0*W;7bvx zt(^e;ym&qbcmN)s^!_m5XTKhH?4R|Ja65$R! z6P);M=u+^C;9i9L@l5b52oK_!;8TAGGKBa9Hz8buXA|(JZslb>3HYKnp&mi=VZe94 z8FGac$A0zUN=%7Qo>0cQ~?4#8!FyYQai zs}Sy`IB&(zY*~H;@Jdz z!pA`y%C!-2{a+)$+d%{1vk?eS2JmU0L|^buJOl1Vp!YL?uly9~c{gYP{H4zV&$~ba z;LJZD4&D>|&_6*|{t)y4e&L@{r+7XG`1hYjTlxb$1OCFl7{`55Ye`xEIf-0sjnv+VWYz$9)U+`+J}n za0KDP`_?n~%I|=;h)?h%2pK$|0esnaIh`i}fAt6GkCFBy;7fjDopJK_AwPhhL}2&< z-}u;d#(D7J6yU(M>x^5$HxqF5xrqN>JOjQF;V$s-6yWPK>kRXc@C;ZTTxZ;Y=M#W0 z9a?8h-GyhsKSp3O1Niby>x?t>9`Kt8lqEf15myqZEecCUj1LpuWO+lx3Kg8Ts9m|tg%d>HQmpY8CxGJwVcX!roy6yRSW zEaCYq;LDDn{CGYA`1}gu0FMb+J_erL37P@Nj;}Mme;Q>3d^G~`;UwU5ei8J16m10X zW52x4xaE(56Y!>2tTQtI7dQdey=t9t6`nT$uDfNOQMnt>fUo{F(2VDkfY1ANlm~G# zfa7moXPgGk8NjRGy3Uxv`;CCVhHwX-PXa#v)H>re^d9gu0_hoo=Mjju3xL z$2#Mhck*Ww@Ll5h4B+<=s9ucQ*BQeIti1s4eHUa2_-6q7J_s8A1T+I4Is=;N{hzHf zp8gj+eg<$q0?Et?f*)IFJb?IT0H6Gq$oo&%8yf*9KMh&M^9O_XWV%P{0IDdgyBEKd%)3if@Z+CiRV**KNQc#m%ziX zARz5Vz&Qje<6*#K|B8I^{siEyUqjh|^AzA`5h%_%K;t~;+XldlcqaH_gcC?h@HE0n zJQMs6gxm3a0r1IR=Wz&D5jFrn!4Dzy z2RQHz{%iuiPCTCmeAYKnN5GQ-{5^z|NNauz5P``m;9LJ4H2gW}1pLVhXkUo45%8)1 z3Ax4ljey_yHslb`#(#l_2ejsFH;A4K`@L0Z6Dj2`3u zzW~jE?_AeojNm=NExkR)emu_rI(ZehA??cqVuO!Njxi$R1-i0^ykf{5HaUc;5IEJx0%?dW<*Vc>~}r zPv|iYA^u6g4?MBQIE`n51K0EzXX!oQ2M~zPbAS(jGJoCxcm(0@kAXjce}i!K$DvOE zzlcEb2|o5IJ;qgtL-0um8}Xb0d^rNeIRSXDcs>jGnvFfiC;krk0{#WU(&Mi%&H@fR ztp|g|D-09x?FeV^d>ZgsKhY`sUSU)K-;3}do=*dwN2nvt1;AH71Mz?23gaZ;+Yo5}NbnKQL>V4= z1%r>o^GQ4td@RB#JZ}X2%WF~IM}U677e1@U=)?QNfVW)-+OE37I0ZQJydL9L#4!Pn zAY6@n3Eno)W1M^36%5{m=Lhk82JjmQ6o=qbhI@=XcqTZ4kjJwLcm#pr0laN9(t;-h z??Tw{1mFSu1_Hwa_>`?ZMnB;J96`9A@Bkh`V0Zv;dp^<=Jp>WX5@(g&3XM)c`xC(MY@EF21 zcs>DmD+1v;1-R#h$oCV#5BNp#d=Bsj`$6-MU4cnikFj}kSj|6$pn>#*=`5i*N$ZX8~`tAgh0m_kdX&aXyK(fL}n^i05;Fub)R<{w>M~xGjhJ z!}AQ_DF=AIiT8l!BI@)T$P4gKmhcH=jhFWrS0Iq=5qvzt zG1M=?EW&H>Oz=j8Q+OtL2f}GQp9cI>1j0k`JMCy@q8nm34R`-f@gy7dCV0dGbioF@Sfyqf2A81NSm$R11Z7hZ$+ zpr7EY5k~NQ67Zu4Q$K|L6EOQ5C>Ndy77&*3Tmd|ZaQI%t2gLDnMg`9VAA@iUo;L!1 z4}r>v!{>}&ejR9jICL!FKimpFLr%^CKH|;b-Ctom09gE8#D{ED0G-=W-iJY-0N#hd z#+iVRc^7})2>3b#vU{8Y{2K%+?^(dUck?(K04K%s4B#up^GU!55NNDuyr;+bZ3M!9 z3h+Mhd=Bv8cW|5=0G}_OO~5(=#XkXfr+7XC_>b>J*&zex03ZJQs7JKH4S=1M2JlS?j2^&$KsXPba1QYCe*nEfyahanuo3tV1O5)e2E;i9 z_zwui{fH0v`1j-eR}dfYAi^QE_rrj1L%0KSatiQ^2p53!9N<&`5b@EbHUe4*OTc*; z@NEc(fb$gK7wJ84o&$X9X|zY+tbCxyxC!CP@2zL>6L{W$XM%r)a4nwC0{)*5^0J$N zdGTBUe1mvC4ft_{&mk{@-$%F~&jcU+A;=G&Hv&!~5DzPW=Mko8tOfYkJ2582`;CAv z_%QNCKW+lP7=hj&27HxxJ_-0`1RA4W0Q||1aQ+i~9l~MgZGvw{sNU=x2gY zL%0vm1g}N7AI}-UX@o1mbAlg6xEjv{KZfueJf8)8?ngQP4B)H8^GU#WBACEKaL3)~ zlkiONuK$brz%#*5BmDpB&OY3U>dxcGCKrQR9F)~t#5y8!qk=?bZE!CoDr$J7C0o&6 zyV{19i$QsbT*PQ`i4|=?q^Y7_#p>jJ@&cs3hDtGNwegj>zQtnesECoZ7~5OD>(X{V zzhvsOw%x~n_K#hk=j-Ro;mnyczw4<$j|&e6Ns7Jlb#_RBR-5WbAs_lEGmU7fyZa0ZgKRCv3T zvla={sDW4SaJ`3ojC%m?M*io>8Mtyc7j(Bl5ov=O5-!W!9fC+`pTCzD=LuhvJE+`jSI^0}Wc_8!RD{{gz>VEPeVV9%hc9 zd@ml}IL@Jh_&9tXg~*vY9Cf6loiiG29_>(3#4*?=qEj49U`27L24hng*Q zpm{vU%i2FC6=i zj3r)&Q%@xaq|flEudv@=@q7fH=XI#N@WKmG8DECiPIIVU&TCaTe>&UBwF;c}Rr(}( z1&^M=@p3)pfgYbjwb)kZIh{UO|oV zRHaTGjyubt{CFL%I-5Qa^C&b?_^GZok2!~Sh_i5qpO|vI!qhDC5MPFCW^;_pkvRP1 zJlbrKZ*z&;1>^zuL3Q{C)SegLbf{-9qW#w>hg&Zr<~xZA97gRri^vxgmSch6T-+JE zAbc+DP_F&BhJo8J@6@ltBL*BQ#u}x=Tam&W@Vm>29X<>gdc zD*PC=`>=w!fLcQwBiwwiGpn(Panb)7>+$lCx6q4&uX;Voz%Uib*o=#TIPGyyL>Wi{>M zgYXs9WIkFju$DQHZQ4~&-wUV>!KhT*n&$5-LvA2T0mCk*ennQi6% z7rua`z6E=4C+E2r_Q6-~W*lFk9DY4ZotN1bmc&ba_@!KDZPDQqD8%|)hvQ7@$Q*%J zBFT*?e6_$hGA}Inbdmb_IviJGyqI@7T!iZQFm!I}tc@D%|0(e#hr=+2B%W>JXA-OT z;fMD!rg(LqL;dsp4%Lu*Gt;C$QU5ED}iE|a+ z@H3A0b@~kNd6;~bv4bC@2IXp-Lmj@I{CJN(!?z!04QCB$!EfzgtalIxcvzkM+(R9x zUZ4-u7ba1V@+$lowdeA`In+|5Ge%+fk$C!}UUaC_kks+Pt8E{6i8bm~j{PXkckq2A zb*u(+_BDr^`(-{~f|XyB&pMyc!Cs5L;REneBjinv93b{B&3$Fiw`kYgOEym?{v`HNUzJcV}wck6`6x5CtTyA><4k2k% z4Y5X{b{*LK1IPJe#tyFfh`ge2!Z{x^X2eitEAhe@GVyWvA(A@6 zkN$z*d%+7GhdI?Qyas=Q3_c$=;N-(Q-UFA6b@E*><}!TwNT+(1Iu<-iXCIX7a1|P& z9pUVwoys|WM4Ns13HTsfJAvQ4VcR%7_gJUW@d5aABsoxp?uo>Q`oaqG8iAfMnJd<`P_rMf# z9y6lN$l3GROccBLD2=^=`Z}7s^5vQ8OzJ$NIier@h!c)Ib zZqTL=ZW2%5gmYH%dq;TTrKp4t!w=9R>btISs-`GcSjNx5+JI`TyJ1+Pc@@G=>j(G@if&-+ zptgbIy_Ito^rAuP_~2zo-Oe=t+=xPW1MWr^z6B@VN)GUxOSleI@WQQjxp3rdGgzIY#QMYnJ) zu#9}0i3zNuSdN&$7INc-TAFd+#D1X%HK^}{3z76k&q6f#5b=jG@Eqik=jrfD z)TEzLm`2_7zYJeOE$Ud%c^~;i-!wQCne@#EFGGFuJRNRC-7fYEA4XN4M_1ua6r$XM z|B1r#{Q7>b>yX4b2-n-b^?+0LJlHAM9wH8?Jr))62Z`6VGG9=;9DdFAyn;_1huY=v z0^0}S4Yses-L}_%&iq1BKLD>r9zJ`F!UD4ROsoulg+e?>u;2mPIbNR8Xz(=T-$lN` zOQrm6@&w+AjCZ<}0iQ;#7IO`Lg1mf=tsdc;AN74gj=^uCvOM>JYmq^lariSSr_Czd zgNA9-SLIp=wfp=i=XxZ*3g5H6dd#U#LQ)=tYiu8f+ihQkdu^{CXDpD^_rV3W55wDR zZ@?#QUxy#ro>yn96Ht3wc(Lt+@EY4&aMTl>Iv#j|?ZfaU+Z*sH+sB`zpGewNzoc(S zya!%r`#Sus?OX86wN9NNTw{9+j(Vz7uEA-x_rWE$55qfbZ^6+|+xvpwwtWz;v3(Wp zwY~NXZKC$E!zH#4!@F&7z!z=bf`>h8*M|#jZ^2Q|+5LpmZ0~~$Z6AjZ+FpO2wGPRC zM{i6k4b*=%9r4IC<+61m=;A%9EYaZc7B<%|y zvc2%P=zZ#_7o6%4B-c(tKN@_ZtIeo@z zzYBUss%!X)=3oEUJ0r4qk#7I6^z@#SPW1HX{Y&_rF5cNOz32S7XHWL_=)B*0$^3bX zc$e+;o~!x?dS-m}iwE@18yM(c{M|)Y=`^rpV0sTPVm@u)d!hct^9CmK^6h0y2bL~a zKAE>KpEhq`@rf%=>e1!B^$U34v;FhcoxRbNuJU3K4+Vv ztEd&bi+a&r^c1~CU(sKbC&bCFy$7t6(SgE_b9HT`Cv88RcL^0B5dZ;X_gDyJ%`YO0p1ry40M z)l9Wg!zq<^rL}Z-T2H&vp0qdZOZ(G-bYD7{4yD8CNIII1rQ_+rw2?N`<#Z)oP1n-( zbR%u0o9R}1IIS|SjF#!n=oxp$lksMJ8Gj~_>B|H&p-eav$wV`;OguA~F*1KI_QM&K zb!D||cUI53v!1Ls>&yDHfoxwkNWO&ajEQFl$r>|T&Q`M3Y%N>QHnLW>nQdiX!}&-) znvdn<`N6!AH}mB@gBR%Hec+wk@g{vqe=?BlO9qpnWH=c~Mw78*JUN&&l4i1;tR$<+ zTC$#OB&}q#ooOoNN@=O?l%8^@JSlI=m-43qslHS&6-tFukyJDlOT|-zDTC3jeLBva zsI`x{-DByinXl$+`M=~n9jdw%{|tgeaT%J?ZRm#E@EBghXZVeP(PspWkP$W_M%0KI zabwUh4AUqZ6{Bj@jJnYpU>;P7jYa+|a$hI!edK(Qe2i+@Xai?K!3U1}!b){RKQ|NMXd1+NZuu>b%7 literal 0 HcmV?d00001 diff --git a/Unity/Plugins/thundersvm.dll.meta b/Unity/Plugins/thundersvm.dll.meta new file mode 100644 index 0000000..b01d6bb --- /dev/null +++ b/Unity/Plugins/thundersvm.dll.meta @@ -0,0 +1,63 @@ +fileFormatVersion: 2 +guid: e549e6cbc6a547748abc7f1b05bfa7b4 +PluginImporter: + externalObjects: {} + serializedVersion: 2 + iconMap: {} + executionOrder: {} + defineConstraints: [] + isPreloaded: 0 + isOverridable: 0 + isExplicitlyReferenced: 0 + validateReferences: 1 + platformData: + - first: + : Any + second: + enabled: 0 + settings: + Exclude Editor: 0 + Exclude Linux64: 0 + Exclude OSXUniversal: 0 + Exclude Win: 1 + Exclude Win64: 0 + - first: + Any: + second: + enabled: 1 + settings: {} + - first: + Editor: Editor + second: + enabled: 1 + settings: + CPU: AnyCPU + DefaultValueInitialized: true + OS: AnyOS + - first: + Standalone: Linux64 + second: + enabled: 1 + settings: + CPU: x86_64 + - first: + Standalone: OSXUniversal + second: + enabled: 1 + settings: + CPU: x86_64 + - first: + Standalone: Win + second: + enabled: 0 + settings: + CPU: None + - first: + Standalone: Win64 + second: + enabled: 1 + settings: + CPU: x86_64 + userData: + assetBundleName: + assetBundleVariant: