From d040791dd96dfdee56a78cbb58535f9557c73bb3 Mon Sep 17 00:00:00 2001 From: Vadim Pisarevsky Date: Wed, 17 Aug 2011 13:09:53 +0000 Subject: [PATCH] copied the latest tutorials & find_obj.py sample from trunk to 2.3 branch --- doc/conf.py | 26 ++- .../core/adding_images/adding_images.rst | 16 +- .../basic_geometric_drawing.rst | 87 +++++----- .../basic_linear_transform.rst | 64 +++++--- .../random_generator_and_text.rst | 33 ++-- .../feature_description.rst | 104 ++++++++++++ .../Feature_Description_BruteForce_Result.jpg | Bin 0 -> 119734 bytes .../feature_detection/feature_detection.rst | 97 ++++++++++++ .../images/Feature_Detection_Result_a.jpg | Bin 0 -> 35105 bytes .../images/Feature_Detection_Result_b.jpg | Bin 0 -> 67289 bytes .../feature_flann_matcher.rst | 132 ++++++++++++++++ .../images/Featur_FlannMatcher_Result.jpg | Bin 0 -> 80585 bytes .../Feature_FlannMatcher_Keypoints_Result.jpg | Bin 0 -> 78779 bytes .../feature_homography/feature_homography.rst | 148 ++++++++++++++++++ .../images/Feature_Homography_Result.jpg | Bin 0 -> 91652 bytes .../Feature_Description_Tutorial_Cover.jpg | Bin 0 -> 119734 bytes .../Feature_Detection_Tutorial_Cover.jpg | Bin 0 -> 35105 bytes .../Feature_Flann_Matcher_Tutorial_Cover.jpg | Bin 0 -> 80585 bytes .../Feature_Homography_Tutorial_Cover.jpg | Bin 0 -> 52502 bytes .../table_of_content_features2d.rst | 91 ++++++++++- .../good_features_to_track.rst | 18 +-- .../images/Feature_Detection_Result_a.jpg | Bin 0 -> 35105 bytes .../images/Feature_Detection_Result_b.jpg | Bin 0 -> 67289 bytes .../images/Shi_Tomasi_Detector_Result.jpg | Bin 33187 -> 0 bytes .../harris_detector/harris_detector.rst | 33 +++- .../gpu-basics-similarity.rst | 1 + .../images/gpu-basics-similarity.png | Bin 0 -> 5764 bytes .../table_of_content_gpu.rst | 28 +++- .../images/video-write.png | Bin 0 -> 7400 bytes .../table_of_content_highgui.rst | 23 ++- .../video-input-psnr-ssim.rst | 2 +- .../images/resultOutputWideoWrite.png | Bin 0 -> 40188 bytes .../images/videoCompressSelect.png | Bin 0 -> 7397 bytes .../video-write/images/videoFileStructure.png | Bin 0 -> 12453 bytes .../highgui/video-write/video-write.rst | 1 + .../erosion_dilatation/erosion_dilatation.rst | 30 ++-- .../canny_detector/canny_detector.rst | 10 +- .../copyMakeBorder/copyMakeBorder.rst | 16 +- .../imgproc/imgtrans/filter_2d/filter_2d.rst | 6 +- .../laplace_operator/laplace_operator.rst | 4 +- .../sobel_derivatives/sobel_derivatives.rst | 6 +- .../opening_closing_hats.rst | 35 +++-- doc/tutorials/imgproc/pyramids/pyramids.rst | 29 ++-- doc/tutorials/imgproc/threshold/threshold.rst | 6 +- .../display_image/display_image.rst | 26 +-- .../linux_gcc_cmake/linux_gcc_cmake.rst | 10 +- .../ml/non_linear_svms/images/result.png | Bin 0 -> 14714 bytes .../images/sample-errors-dist.png | Bin 0 -> 10353 bytes .../ml/non_linear_svms/non_linear_svms.rst | 1 + .../images/non_linear_svms.png | Bin 0 -> 5256 bytes .../table_of_content_ml.rst | 20 +++ .../cascade_classifier/cascade_classifier.rst | 134 ++++++++++++++++ ...ascade_Classifier_Tutorial_Result_Haar.jpg | Bin 0 -> 56064 bytes ...Cascade_Classifier_Tutorial_Result_LBP.jpg | Bin 0 -> 53370 bytes .../Cascade_Classifier_Tutorial_Cover.jpg | Bin 0 -> 40386 bytes .../table_of_content_objdetect.rst | 30 +++- samples/python2/find_obj.py | 39 ++++- 57 files changed, 1123 insertions(+), 183 deletions(-) create mode 100644 doc/tutorials/features2d/feature_description/feature_description.rst create mode 100644 doc/tutorials/features2d/feature_description/images/Feature_Description_BruteForce_Result.jpg create mode 100644 doc/tutorials/features2d/feature_detection/feature_detection.rst create mode 100644 doc/tutorials/features2d/feature_detection/images/Feature_Detection_Result_a.jpg create mode 100644 doc/tutorials/features2d/feature_detection/images/Feature_Detection_Result_b.jpg create mode 100644 doc/tutorials/features2d/feature_flann_matcher/feature_flann_matcher.rst create mode 100644 doc/tutorials/features2d/feature_flann_matcher/images/Featur_FlannMatcher_Result.jpg create mode 100644 doc/tutorials/features2d/feature_flann_matcher/images/Feature_FlannMatcher_Keypoints_Result.jpg create mode 100644 doc/tutorials/features2d/feature_homography/feature_homography.rst create mode 100644 doc/tutorials/features2d/feature_homography/images/Feature_Homography_Result.jpg create mode 100644 doc/tutorials/features2d/table_of_content_features2d/images/Feature_Description_Tutorial_Cover.jpg create mode 100644 doc/tutorials/features2d/table_of_content_features2d/images/Feature_Detection_Tutorial_Cover.jpg create mode 100644 doc/tutorials/features2d/table_of_content_features2d/images/Feature_Flann_Matcher_Tutorial_Cover.jpg create mode 100644 doc/tutorials/features2d/table_of_content_features2d/images/Feature_Homography_Tutorial_Cover.jpg create mode 100644 doc/tutorials/features2d/trackingmotion/good_features_to_track/images/Feature_Detection_Result_a.jpg create mode 100644 doc/tutorials/features2d/trackingmotion/good_features_to_track/images/Feature_Detection_Result_b.jpg delete mode 100644 doc/tutorials/features2d/trackingmotion/good_features_to_track/images/Shi_Tomasi_Detector_Result.jpg create mode 100644 doc/tutorials/gpu/gpu-basics-similarity/gpu-basics-similarity.rst create mode 100644 doc/tutorials/gpu/table_of_content_gpu/images/gpu-basics-similarity.png create mode 100644 doc/tutorials/highgui/table_of_content_highgui/images/video-write.png create mode 100644 doc/tutorials/highgui/video-write/images/resultOutputWideoWrite.png create mode 100644 doc/tutorials/highgui/video-write/images/videoCompressSelect.png create mode 100644 doc/tutorials/highgui/video-write/images/videoFileStructure.png create mode 100644 doc/tutorials/highgui/video-write/video-write.rst create mode 100644 doc/tutorials/ml/non_linear_svms/images/result.png create mode 100644 doc/tutorials/ml/non_linear_svms/images/sample-errors-dist.png create mode 100644 doc/tutorials/ml/non_linear_svms/non_linear_svms.rst create mode 100644 doc/tutorials/ml/table_of_content_ml/images/non_linear_svms.png create mode 100644 doc/tutorials/objdetect/cascade_classifier/cascade_classifier.rst create mode 100644 doc/tutorials/objdetect/cascade_classifier/images/Cascade_Classifier_Tutorial_Result_Haar.jpg create mode 100644 doc/tutorials/objdetect/cascade_classifier/images/Cascade_Classifier_Tutorial_Result_LBP.jpg create mode 100644 doc/tutorials/objdetect/table_of_content_objdetect/images/Cascade_Classifier_Tutorial_Cover.jpg diff --git a/doc/conf.py b/doc/conf.py index a195d4727c..28100b3d1b 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -355,10 +355,32 @@ extlinks = {'cvt_color': ('http://opencv.willowgarage.com/documentation/cpp/imgp 'utilitysystemfunctions':('http://opencv.itseez.com/modules/core/doc/utility_and_system_functions_and_macros.html#%s', None), 'imgprocfilter':('http://opencv.itseez.com/modules/imgproc/doc/filtering.html#%s', None), 'svms':('http://opencv.itseez.com/modules/ml/doc/support_vector_machines.html#%s', None), + 'drawingfunc':('http://opencv.itseez.com/modules/core/doc/drawing_functions.html#%s', None), 'xmlymlpers':('http://opencv.itseez.com/modules/core/doc/xml_yaml_persistence.html#%s', None), 'huivideo' : ('http://opencv.itseez.com/modules/highgui/doc/reading_and_writing_images_and_video.html#%s', None), - 'filtering':('http://opencv.itseez.com/modules/imgproc/doc/filtering.html#%s', None), - 'point_polygon_test' : ('http://opencv.willowgarage.com/documentation/cpp/imgproc_structural_analysis_and_shape_descriptors.html#cv-pointpolygontest%s', None) + 'gpuinit' : ('http://opencv.itseez.com/modules/gpu/doc/initalization_and_information.html#%s', None), + 'gpudatastructure' : ('http://opencv.itseez.com/modules/gpu/doc/data_structures.html#%s', None), + 'gpuopmatrices' : ('http://opencv.itseez.com/modules/gpu/doc/operations_on_matrices.html#%s', None), + 'gpuperelement' : ('http://opencv.itseez.com/modules/gpu/doc/per_element_operations.html#%s', None), + 'gpuimgproc' : ('http://opencv.itseez.com/modules/gpu/doc/image_processing.html#%s', None), + 'gpumatrixreduct' : ('http://opencv.itseez.com/modules/gpu/doc/matrix_reductions.html#%s', None),'filtering':('http://opencv.itseez.com/modules/imgproc/doc/filtering.html#%s', None), + 'point_polygon_test' : ('http://opencv.willowgarage.com/documentation/cpp/imgproc_structural_analysis_and_shape_descriptors.html#cv-pointpolygontest%s', None), + 'feature_detector' : ( 'http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_feature_detectors.html#featuredetector%s', None), + 'feature_detector_detect' : ('http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_feature_detectors.html#cv-featuredetector-detect%s', None ), + 'surf_feature_detector' : ('http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_feature_detectors.html#surffeaturedetector%s', None ), + 'draw_keypoints' : ('http://opencv.willowgarage.com/documentation/cpp/features2d_drawing_function_of_keypoints_and_matches.html#cv-drawkeypoints%s', None ), + 'descriptor_extractor': ( 'http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_descriptor_extractors.html#descriptorextractor%s', None ), + 'descriptor_extractor_compute' : ( 'http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_descriptor_extractors.html#cv-descriptorextractor-compute%s', None ), + 'surf_descriptor_extractor' : ( 'http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_descriptor_extractors.html#surfdescriptorextractor%s', None ), + 'draw_matches' : ( 'http://opencv.willowgarage.com/documentation/cpp/features2d_drawing_function_of_keypoints_and_matches.html#cv-drawmatches%s', None ), + 'find_homography' : ('http://opencv.willowgarage.com/documentation/cpp/calib3d_camera_calibration_and_3d_reconstruction.html?#findHomography%s', None), + 'perspective_transform' : ('http://opencv.willowgarage.com/documentation/cpp/core_operations_on_arrays.html?#perspectiveTransform%s', None ), + 'flann_based_matcher' : ('http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_descriptor_matchers.html?#FlannBasedMatcher%s', None), + 'brute_force_matcher' : ('http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_descriptor_matchers.html?#BruteForceMatcher%s', None ), + 'flann' : ('http://opencv.willowgarage.com/documentation/cpp/flann_fast_approximate_nearest_neighbor_search.html?%s', None ), + 'cascade_classifier' : ('http://opencv.willowgarage.com/documentation/cpp/objdetect_cascade_classification.html#cascadeclassifier%s', None ), + 'cascade_classifier_load' : ('http://opencv.willowgarage.com/documentation/cpp/objdetect_cascade_classification.html#cv-cascadeclassifier-load%s', None ), + 'cascade_classifier_detect_multiscale' : ('http://opencv.willowgarage.com/documentation/cpp/objdetect_cascade_classification.html#cv-cascadeclassifier-detectmultiscale%s', None ) } diff --git a/doc/tutorials/core/adding_images/adding_images.rst b/doc/tutorials/core/adding_images/adding_images.rst index e37f4f7064..2df40c2701 100644 --- a/doc/tutorials/core/adding_images/adding_images.rst +++ b/doc/tutorials/core/adding_images/adding_images.rst @@ -8,11 +8,13 @@ Goal In this tutorial you will learn how to: -* What is *linear blending* and why it is useful. -* Add two images using :add_weighted:`addWeighted <>` +.. container:: enumeratevisibleitemswithsquare -Cool Theory -================= + * What is *linear blending* and why it is useful. + * Add two images using :add_weighted:`addWeighted <>` + +Theory +======= .. note:: @@ -24,12 +26,12 @@ From our previous tutorial, we know already a bit of *Pixel operators*. An inter g(x) = (1 - \alpha)f_{0}(x) + \alpha f_{1}(x) -By varying :math:`\alpha` from :math:`0 \rightarrow 1` this operator can be used to perform a temporal *cross-disolve* between two images or videos, as seen in slide shows and film production (cool, eh?) +By varying :math:`\alpha` from :math:`0 \rightarrow 1` this operator can be used to perform a temporal *cross-disolve* between two images or videos, as seen in slide shows and film productions (cool, eh?) Code ===== -As usual, after the not-so-lengthy explanation, let's go to the code. Here it is: +As usual, after the not-so-lengthy explanation, let's go to the code: .. code-block:: cpp @@ -116,4 +118,4 @@ Result .. image:: images/Adding_Images_Tutorial_Result_0.jpg :alt: Blending Images Tutorial - Final Result - :align: center \ No newline at end of file + :align: center diff --git a/doc/tutorials/core/basic_geometric_drawing/basic_geometric_drawing.rst b/doc/tutorials/core/basic_geometric_drawing/basic_geometric_drawing.rst index 068ebc10d3..752527202f 100644 --- a/doc/tutorials/core/basic_geometric_drawing/basic_geometric_drawing.rst +++ b/doc/tutorials/core/basic_geometric_drawing/basic_geometric_drawing.rst @@ -7,13 +7,15 @@ Goals ====== In this tutorial you will learn how to: -* Use :point:`Point <>` to define 2D points in an image. -* Use :scalar:`Scalar <>` and why it is useful -* Draw a **line** by using the OpenCV function :line:`line <>` -* Draw an **ellipse** by using the OpenCV function :ellipse:`ellipse <>` -* Draw a **rectangle** by using the OpenCV function :rectangle:`rectangle <>` -* Draw a **circle** by using the OpenCV function :circle:`circle <>` -* Draw a **filled polygon** by using the OpenCV function :fill_poly:`fillPoly <>` +.. container:: enumeratevisibleitemswithsquare + + * Use :point:`Point <>` to define 2D points in an image. + * Use :scalar:`Scalar <>` and why it is useful + * Draw a **line** by using the OpenCV function :line:`line <>` + * Draw an **ellipse** by using the OpenCV function :ellipse:`ellipse <>` + * Draw a **rectangle** by using the OpenCV function :rectangle:`rectangle <>` + * Draw a **circle** by using the OpenCV function :circle:`circle <>` + * Draw a **filled polygon** by using the OpenCV function :fill_poly:`fillPoly <>` OpenCV Theory =============== @@ -22,7 +24,10 @@ For this tutorial, we will heavily use two structures: :point:`Point <>` and :sc Point ------- -It represents a 2D point, specified by its image coordinates :math:`x` and :math:`y`. We can define it as: + +.. container:: enumeratevisibleitemswithsquare + + It represents a 2D point, specified by its image coordinates :math:`x` and :math:`y`. We can define it as: .. code-block:: cpp @@ -51,7 +56,7 @@ Scalar Code ===== -* This code is in your OpenCV sample folder. Otherwise you can grab it from `here `_ +* This code is in your OpenCV sample folder. Otherwise you can grab it from `here `_ Explanation ============= @@ -126,11 +131,13 @@ Explanation As we can see, *MyLine* just call the function :line:`line <>`, which does the following: - * Draw a line from Point **start** to Point **end** - * The line is displayed in the image **img** - * The line color is defined by **Scalar( 0, 0, 0)** which is the RGB value correspondent to **Black** - * The line thickness is set to **thickness** (in this case 2) - * The line is a 8-connected one (**lineType** = 8) + .. container:: enumeratevisibleitemswithsquare + + * Draw a line from Point **start** to Point **end** + * The line is displayed in the image **img** + * The line color is defined by **Scalar( 0, 0, 0)** which is the RGB value correspondent to **Black** + * The line thickness is set to **thickness** (in this case 2) + * The line is a 8-connected one (**lineType** = 8) * *MyEllipse* @@ -153,13 +160,15 @@ Explanation } From the code above, we can observe that the function :ellipse:`ellipse <>` draws an ellipse such that: - - * The ellipse is displayed in the image **img** - * The ellipse center is located in the point **(w/2.0, w/2.0)** and is enclosed in a box of size **(w/4.0, w/16.0)** - * The ellipse is rotated **angle** degrees - * The ellipse extends an arc between **0** and **360** degrees - * The color of the figure will be **Scalar( 255, 255, 0)** which means blue in RGB value. - * The ellipse's **thickness** is 2. + + .. container:: enumeratevisibleitemswithsquare + + * The ellipse is displayed in the image **img** + * The ellipse center is located in the point **(w/2.0, w/2.0)** and is enclosed in a box of size **(w/4.0, w/16.0)** + * The ellipse is rotated **angle** degrees + * The ellipse extends an arc between **0** and **360** degrees + * The color of the figure will be **Scalar( 255, 255, 0)** which means blue in RGB value. + * The ellipse's **thickness** is 2. * *MyFilledCircle* @@ -181,11 +190,13 @@ Explanation Similar to the ellipse function, we can observe that *circle* receives as arguments: - * The image where the circle will be displayed (**img**) - * The center of the circle denoted as the Point **center** - * The radius of the circle: **w/32.0** - * The color of the circle: **Scalar(0, 0, 255)** which means *Red* in RGB - * Since **thickness** = -1, the circle will be drawn filled. + .. container:: enumeratevisibleitemswithsquare + + * The image where the circle will be displayed (**img**) + * The center of the circle denoted as the Point **center** + * The radius of the circle: **w/32.0** + * The color of the circle: **Scalar(0, 0, 255)** which means *Red* in BGR + * Since **thickness** = -1, the circle will be drawn filled. * *MyPolygon* @@ -230,12 +241,14 @@ Explanation } To draw a filled polygon we use the function :fill_poly:`fillPoly <>`. We note that: - - * The polygon will be drawn on **img** - * The vertices of the polygon are the set of points in **ppt** - * The total number of vertices to be drawn are **npt** - * The number of polygons to be drawn is only **1** - * The color of the polygon is defined by **Scalar( 255, 255, 255)**, which is the RGB value for *white* + + .. container:: enumeratevisibleitemswithsquare + + * The polygon will be drawn on **img** + * The vertices of the polygon are the set of points in **ppt** + * The total number of vertices to be drawn are **npt** + * The number of polygons to be drawn is only **1** + * The color of the polygon is defined by **Scalar( 255, 255, 255)**, which is the BGR value for *white* * *rectangle* @@ -250,10 +263,12 @@ Explanation Finally we have the :rectangle:`rectangle <>` function (we did not create a special function for this guy). We note that: - * The rectangle will be drawn on **rook_image** - * Two opposite vertices of the rectangle are defined by ** Point( 0, 7*w/8.0 )** and **Point( w, w)** - * The color of the rectangle is given by **Scalar(0, 255, 255)** which is the RGB value for *yellow* - * Since the thickness value is given by **-1**, the rectangle will be filled. + .. container:: enumeratevisibleitemswithsquare + + * The rectangle will be drawn on **rook_image** + * Two opposite vertices of the rectangle are defined by ** Point( 0, 7*w/8.0 )** and **Point( w, w)** + * The color of the rectangle is given by **Scalar(0, 255, 255)** which is the BGR value for *yellow* + * Since the thickness value is given by **-1**, the rectangle will be filled. Result ======= diff --git a/doc/tutorials/core/basic_linear_transform/basic_linear_transform.rst b/doc/tutorials/core/basic_linear_transform/basic_linear_transform.rst index cb605d0ccc..097e79e00b 100644 --- a/doc/tutorials/core/basic_linear_transform/basic_linear_transform.rst +++ b/doc/tutorials/core/basic_linear_transform/basic_linear_transform.rst @@ -18,8 +18,8 @@ In this tutorial you will learn how to: + Get some cool info about pixel transformations -Cool Theory -================= +Theory +======= .. note:: The explanation below belongs to the book `Computer Vision: Algorithms and Applications `_ by Richard Szeliski @@ -27,44 +27,52 @@ Cool Theory Image Processing -------------------- -* A general image processing operator is a function that takes one or more input images and produces an output image. +.. container:: enumeratevisibleitemswithsquare -* Image transforms can be seen as: + * A general image processing operator is a function that takes one or more input images and produces an output image. - * Point operators (pixel transforms) - * Neighborhood (area-based) operators + * Image transforms can be seen as: + + + Point operators (pixel transforms) + + Neighborhood (area-based) operators Pixel Transforms ^^^^^^^^^^^^^^^^^ -* In this kind of image processing transform, each output pixel's value depends on only the corresponding input pixel value (plus, potentially, some globally collected information or parameters). +.. container:: enumeratevisibleitemswithsquare -* Examples of such operators include *brightness and contrast adjustments* as well as color correction and transformations. + * In this kind of image processing transform, each output pixel's value depends on only the corresponding input pixel value (plus, potentially, some globally collected information or parameters). + + * Examples of such operators include *brightness and contrast adjustments* as well as color correction and transformations. Brightness and contrast adjustments ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -* Two commonly used point processes are *multiplication* and *addition* with a constant: - .. math:: +.. container:: enumeratevisibleitemswithsquare - g(x) = \alpha f(x) + \beta + * Two commonly used point processes are *multiplication* and *addition* with a constant: -* The parameters :math:`\alpha > 0` and :math:`\beta` are often called the *gain* and *bias* parameters; sometimes these parameters are said to control *contrast* and *brightness* respectively. - -* You can think of :math:`f(x)` as the source image pixels and :math:`g(x)` as the output image pixels. Then, more conveniently we can write the expression as: - - .. math:: - - g(i,j) = \alpha \cdot f(i,j) + \beta + .. math:: + + g(x) = \alpha f(x) + \beta - where :math:`i` and :math:`j` indicates that the pixel is located in the *i-th* row and *j-th* column. + * The parameters :math:`\alpha > 0` and :math:`\beta` are often called the *gain* and *bias* parameters; sometimes these parameters are said to control *contrast* and *brightness* respectively. + + * You can think of :math:`f(x)` as the source image pixels and :math:`g(x)` as the output image pixels. Then, more conveniently we can write the expression as: + + .. math:: + + g(i,j) = \alpha \cdot f(i,j) + \beta + + where :math:`i` and :math:`j` indicates that the pixel is located in the *i-th* row and *j-th* column. Code ===== -* The following code performs the operation :math:`g(i,j) = \alpha \cdot f(i,j) + \beta` -* Here it is: +.. container:: enumeratevisibleitemswithsquare + + * The following code performs the operation :math:`g(i,j) = \alpha \cdot f(i,j) + \beta` : .. code-block:: cpp @@ -132,8 +140,10 @@ Explanation #. Now, since we will make some transformations to this image, we need a new Mat object to store it. Also, we want this to have the following features: - * Initial pixel values equal to zero - * Same size and type as the original image + .. container:: enumeratevisibleitemswithsquare + + * Initial pixel values equal to zero + * Same size and type as the original image .. code-block:: cpp @@ -155,9 +165,11 @@ Explanation Notice the following: - * To access each pixel in the images we are using this syntax: *image.at(y,x)[c]* where *y* is the row, *x* is the column and *c* is R, G or B (0, 1 or 2). + .. container:: enumeratevisibleitemswithsquare - * Since the operation :math:`\alpha \cdot p(i,j) + \beta` can give values out of range or not integers (if :math:`\alpha` is float), we use :saturate_cast:`saturate_cast <>` to make sure the values are valid. + * To access each pixel in the images we are using this syntax: *image.at(y,x)[c]* where *y* is the row, *x* is the column and *c* is R, G or B (0, 1 or 2). + + * Since the operation :math:`\alpha \cdot p(i,j) + \beta` can give values out of range or not integers (if :math:`\alpha` is float), we use :saturate_cast:`saturate_cast <>` to make sure the values are valid. #. Finally, we create windows and show the images, the usual way. @@ -199,4 +211,4 @@ Result .. image:: images/Basic_Linear_Transform_Tutorial_Result_0.jpg :alt: Basic Linear Transform - Final Result - :align: center \ No newline at end of file + :align: center diff --git a/doc/tutorials/core/random_generator_and_text/random_generator_and_text.rst b/doc/tutorials/core/random_generator_and_text/random_generator_and_text.rst index fb487cab71..e463a57deb 100644 --- a/doc/tutorials/core/random_generator_and_text/random_generator_and_text.rst +++ b/doc/tutorials/core/random_generator_and_text/random_generator_and_text.rst @@ -8,16 +8,21 @@ Goals In this tutorial you will learn how to: -* Use the *Random Number generator class* (:rng:`RNG <>`) and how to get a random number from a uniform distribution. -* Display text on an OpenCV window by using the function :put_text:`putText <>` +.. container:: enumeratevisibleitemswithsquare + + * Use the *Random Number generator class* (:rng:`RNG <>`) and how to get a random number from a uniform distribution. + * Display text on an OpenCV window by using the function :put_text:`putText <>` Code ===== -* In the previous tutorial (:ref:`Drawing_1`) we drew diverse geometric figures, giving as input parameters such as coordinates (in the form of :point:`Points <>`), color, thickness, etc. You might have noticed that we gave specific values for these arguments. - -* In this tutorial, we intend to use *random* values for the drawing parameters. Also, we intend to populate our image with a big number of geometric figures. Since we will be initializing them in a random fashion, this process will be automatic and made by using *loops* . -* This code is in your OpenCV sample folder. Otherwise you can grab it from `here `_ . +.. container:: enumeratevisibleitemswithsquare + + * In the previous tutorial (:ref:`Drawing_1`) we drew diverse geometric figures, giving as input parameters such as coordinates (in the form of :point:`Points <>`), color, thickness, etc. You might have noticed that we gave specific values for these arguments. + + * In this tutorial, we intend to use *random* values for the drawing parameters. Also, we intend to populate our image with a big number of geometric figures. Since we will be initializing them in a random fashion, this process will be automatic and made by using *loops* . + + * This code is in your OpenCV sample folder. Otherwise you can grab it from `here `_ . Explanation ============ @@ -172,12 +177,14 @@ Explanation So, what does the function :put_text:`putText <>` do? In our example: - * Draws the text **"Testing text rendering"** in **image** - * The bottom-left corner of the text will be located in the Point **org** - * The font type is a random integer value in the range: :math:`[0, 8>`. - * The scale of the font is denoted by the expression **rng.uniform(0, 100)x0.05 + 0.1** (meaning its range is: :math:`[0.1, 5.1>`) - * The text color is random (denoted by **randomColor(rng)**) - * The text thickness ranges between 1 and 10, as specified by **rng.uniform(1,10)** + .. container:: enumeratevisibleitemswithsquare + + * Draws the text **"Testing text rendering"** in **image** + * The bottom-left corner of the text will be located in the Point **org** + * The font type is a random integer value in the range: :math:`[0, 8>`. + * The scale of the font is denoted by the expression **rng.uniform(0, 100)x0.05 + 0.1** (meaning its range is: :math:`[0.1, 5.1>`) + * The text color is random (denoted by **randomColor(rng)**) + * The text thickness ranges between 1 and 10, as specified by **rng.uniform(1,10)** As a result, we will get (analagously to the other drawing functions) **NUMBER** texts over our image, in random locations. @@ -257,4 +264,4 @@ As you just saw in the Code section, the program will sequentially execute diver .. image:: images/Drawing_2_Tutorial_Result_7.jpg :alt: Drawing Tutorial 2 - Final Result 7 - :align: center \ No newline at end of file + :align: center diff --git a/doc/tutorials/features2d/feature_description/feature_description.rst b/doc/tutorials/features2d/feature_description/feature_description.rst new file mode 100644 index 0000000000..ee139355a0 --- /dev/null +++ b/doc/tutorials/features2d/feature_description/feature_description.rst @@ -0,0 +1,104 @@ +.. _feature_description: + +Feature Description +******************* + +Goal +===== + +In this tutorial you will learn how to: + +.. container:: enumeratevisibleitemswithsquare + + * Use the :descriptor_extractor:`DescriptorExtractor<>` interface in order to find the feature vector correspondent to the keypoints. Specifically: + + * Use :surf_descriptor_extractor:`SurfDescriptorExtractor<>` and its function :descriptor_extractor:`compute<>` to perform the required calculations. + * Use a :brute_force_matcher:`BruteForceMatcher<>` to match the features vector + * Use the function :draw_matches:`drawMatches<>` to draw the detected matches. + + +Theory +====== + +Code +==== + +This tutorial code's is shown lines below. You can also download it from `here `_ + +.. code-block:: cpp + + #include + #include + #include "opencv2/core/core.hpp" + #include "opencv2/features2d/features2d.hpp" + #include "opencv2/highgui/highgui.hpp" + + using namespace cv; + + void readme(); + + /** @function main */ + int main( int argc, char** argv ) + { + if( argc != 3 ) + { return -1; } + + Mat img_1 = imread( argv[1], CV_LOAD_IMAGE_GRAYSCALE ); + Mat img_2 = imread( argv[2], CV_LOAD_IMAGE_GRAYSCALE ); + + if( !img_1.data || !img_2.data ) + { return -1; } + + //-- Step 1: Detect the keypoints using SURF Detector + int minHessian = 400; + + SurfFeatureDetector detector( minHessian ); + + std::vector keypoints_1, keypoints_2; + + detector.detect( img_1, keypoints_1 ); + detector.detect( img_2, keypoints_2 ); + + //-- Step 2: Calculate descriptors (feature vectors) + SurfDescriptorExtractor extractor; + + Mat descriptors_1, descriptors_2; + + extractor.compute( img_1, keypoints_1, descriptors_1 ); + extractor.compute( img_2, keypoints_2, descriptors_2 ); + + //-- Step 3: Matching descriptor vectors with a brute force matcher + BruteForceMatcher< L2 > matcher; + std::vector< DMatch > matches; + matcher.match( descriptors_1, descriptors_2, matches ); + + //-- Draw matches + Mat img_matches; + drawMatches( img_1, keypoints_1, img_2, keypoints_2, matches, img_matches ); + + //-- Show detected matches + imshow("Matches", img_matches ); + + waitKey(0); + + return 0; + } + + /** @function readme */ + void readme() + { std::cout << " Usage: ./SURF_descriptor " << std::endl; } + +Explanation +============ + +Result +====== + +#. Here is the result after applying the BruteForce matcher between the two original images: + + .. image:: images/Feature_Description_BruteForce_Result.jpg + :align: center + :height: 200pt + + + diff --git a/doc/tutorials/features2d/feature_description/images/Feature_Description_BruteForce_Result.jpg b/doc/tutorials/features2d/feature_description/images/Feature_Description_BruteForce_Result.jpg new file mode 100644 index 0000000000000000000000000000000000000000..975caa62ef86c9ffbf6ab57713bf67fd54dd36c9 GIT binary patch literal 119734 zcmeFYWl&pR_%ImUio3f7DbfaaC?t4r_qMoGDDD(@DGs5yI}|AHv}jYLxE3j)xNUy_ zcXww$?3bO{kMGIMGr4o_<8q&S&biO<=M4Z6u@001PyAbaXTf zB*4JHz{GlijfEV9cz8H3hzUtZhzW^_Nh#KPFp~y zg{Dxl%0qRniyP;JJ;GAc`e(5z*bFjC*k6GZbZoqvnicgt(+B1^|DJQa4v&Z|9i+1L zQquQnv4d?Rnb4pB{uAN<76ADN9Tg1&1rs@^LJUAb^2fqJ$3a5}V4$NRFNpzY=*%R7 z82@n(O(A6|Zv0Co)IW=f6u}zFeUrRoPPl2{oPzC@g6He-w9@85#Pc%X1sakKF&Z&I z2B5S1Zo@7IX!zltv8xZ66=|==JyBrXT!qjQ)Qe9w+UxR_^Y`>TP_LaU_2Hz#R z(1Zw((<<_kQXfbHkjyvu?QV-OqYuxuQBOu;#=}or=;`zRTc-GX0{TU`!Pg~GxkZ;n zwTE!P}f5_9&6R1g zpw_!RPwh>kXMp@UU$yL(V>|zEjJuQI*>yVM2{V4lnib}Q1N2IqEh4e%XMm~|#9>hA zeP(fX5OJwd=`1i`2WphQYWAevJ^oe`k-tk$Fjg#EE`m|^-gNxq@;ifR%$)58aiA`e?tWFXL->r;7!~v%(Fqof*DLyg}trRQQzM#=~RNmODtuCX_XOJ^q4Dt-}(6yl2+5na2X0w&yo`8BHjBnCSiGGLV z0T*Ze{{u(WKBWky88w3jO}Sf1)%`+A@+LC3L(56X%FxS3mbytDk5+Q9Xey0Z`DUz} zro`D6#D~hmJ%EX#nc4CtxY#=Jon^RSPVYzymj_Q0qidP088#I5_7=}1mFoS%Aj1EF zJga(F8(a15q*lb96pa5b6KL2BywWKK-=!ZI{s$U#RG;(@Tex5nNg4*S)E5NaNc|72 zcQ;rGkL_K3!Q|U;_n#B~{x4UUBZ*^?2X;`&o?HEk?e)9f_#e2{gQP(Kymu1_-5UIV zC_U_tq(O(2$qH>adJcHIzaIWSF!mZrL$vzj+W=M^Ax!V$dmq;SK=M;04J7N(2*Up@ z{{OcA{|+8xX8&I~{r_X?{$ot;<0J7{-hnprT;gW13B1r{!ZNe6pG!{9s4?o1;q)is zbIi@&GBR_}ll!K5TY4Q&RjY%miv1ai{gtyyHRf|3tV#z(ZZ`}sY~x6D{Y`zNMzFE1 zK#M5}S`m>l3!(O)CaaiqN}gnm!RAla+bPj;zu&m&ve3yk%0^nxKck)rJCx%JlQ$3D zf|SnyWt{**cYSyZ8!?dwUd%o=;@f(*U)2{{<6$fO4F5}$;{o<}FWOqkD@PZ~XfsH{ zz$cfDt1C~M=E`}@9MRfnk3}a>530%t7lf$t(@v%9MHPSHdW>p$7SAd^rAAf0B#NM7 z8+`lLVB*f>n=#iV7IZLnq2r7h?|pUKazEC$xGjzVM4!Z~rc7H+r?&7)e0;u^jDQnn z#fr1m@iqz9XTX>5tVN^;#);2>XF!Tq(1T^+&dN^I&X;IyslrXlJ__Ce;aCP~ZQZe< zR68NCz@Y4NBy;sFARvo(Zr?UIOo!(-6be!5eeXh#q ztfKqD?G+&-@9iqj`i#xlQ-jSckZ6}f=1+W};y%I?p^+cSQWAU@*B3{Vgz!UXJL2jo z7rs>KxoJRR3Hq(_n9SJRI8t5A6bEuhubbK&mIZUxvr~d#x;Q8Q;?_s0o&k4$2t#C} z5e~F6D=9fU|Mo*NV17UODSh+=Q}O~HtZH)=&Ip!y$bZN-d>>~3W)1!ummPDB@I^Q- zEWT$@#0{&xipNJA{m$S=c<2=L!}9;ak$rh9=_kHNZie;@SpWWaB<-OfpuiMx=_m7W z_C!U4m58_B@RW(0itD45EbvgLfv3EmV?MjC1hEqS3b&2;cEf9E-6xSjjI%ZUifX$IrMiO!fbi4v&0) z{7*23{{%|9mka-H^~jgB{K9)UnDc8Ld7EWT64CnR2=GbM$l+W3p#FlU6yMVeBm(>Y zsR35Oz@2F@5`j}DZH?xUZWc<55L}VzuomtcM-(V4h-iRM1bzhjA}!|WDi!&!;~DUu zT$FR$Pd{vmklHuManESp+aEp{_FIe}n>;k>b@la^o^QNo;4=3oJam5sych60epxp9 zSTwvFJbo^J=UMniCpbKNAvo>NPteSXzkT5|U>;5OT=fEO@xOE^4&;|P!Q@9ujYxfy zcSv?KpDuHtcn9DnrgC(v} z=TlS0EBCS>g$q|1l^;pZ0P^qsp+&w1`+tLS7_TayL?!PCk=Tneqc13TRK+k1RZF-& zfGsvgGH$77LX!2sdR;@M_wz`UI3!9g?f;-W5zgBLAyH`Q5Ml+;WNnJP#!I`T-Zwej2RZ2ANgijRjLfhGOG!WIe=gG~-ZS$0oTlQU>r>MZ z8OiBSYz-2%_vbQ1h6=T#@^{TX26x)q!|Tn!aoRW=rd&K)+Lo03B!W| z<(|*gHe0nLK;RW2Nu9(SsUfd|wZ>M^36hGhxh)A^Z5VzGke1Hcc7&E1Kd58CXk?xd z-LIx>)KlgDI$HIr_mvw(wI1V~t=V{i{e;7$J)Ym3)yO@sa={%^io5 zUIFRWg2;zO|HfSR9kC!cJzX*yf2Ejtb+TYhb9t8pjaxKA{TqL0oj zoe1Q0T=-n$swsZr3Nl#-o3<^JO=X$jafs2civM}kJc&!RsFk#4-3;0Oia4>WW3YvZ zBdZ}PHP~;4mZ_ufbExMjRmvV|ZzSgx+@Zc!= zhh5OP#URbDQW|;5zw9#sIJ5YwoJ!{ozx&*egec&XUOH?yJ0ZBNAR^ZXozJ2JX(?cy ze%~DHWfTFA#Ub(CAg(OEaxfh(h^BtbAL%;6Erl$;rX9ojFm6)C$Ht?AKV4S;t4CxX8!5>;*Dt+;U&tjZepng`AMkFr zD-I-QyCU+lY2~;J0T4`|_g_dRiA{TdLUXH3#Jff-zcxYIm-p+~-XEKPQRuw`=|ow% z(8O;TczGAn}NYUZoM99?BPdz!)L(fch7*upAP~wuT4G6G#DSc z{-e!B>y7rEs^G~GNzNpzNF(mG3nY>~f?^EUy^M|2y>+ZV?#T*8YZh62q_@Lyr<+Q4 z>~LjL?@$ocd5ezr@{tb~`qIgcb{5Y7$@7bLgt>~euJAb1KV8y3|4Gq1o)nH1E7&es z-X=$2rDh~V^RxIizG#+ceUVqPyh{l7Zl#F@O;eyc$=mTr{#I>!SS<_9?{u6GHWiNa zj_bv^5piY zlNymm_Z_6@6hSD7@%w=QF~(f_Su0&H``@;`_hOy*g473H z8Rwpy1RDqKYw>ESA0OctGX^%BvBlZ_W43IB-~~D4DvRdkNZN}-v^hQ6t8<+j_l~c6 z9+>cwiGlm!sS#ch3EtPd28Gpmf)`auKYWz`2B1LkYox|Tf`cmD>&w$R6EGAXS>Px}3 z62WJ{-^~<5(Ya>N@90F~0u$;KSosUWeCjwrY-jEydPnbfsana?3#D)g!ndqimIw^f$ct~LSg(XA#!_S zHaYLGbDGDm3@YEkFRzG!I#cb;A>#p{kP@PF(Ub88&>?|-YmH#DCRhoSTroW;q9rD= zn^7B}*bHy$HQTPL!caGmF332EAKe(~6RI>^{(5=x6TfgXQInu^*X~+Wh^J-3|42Xm zwUDq1|4C3}vV3IBDxJn#&5TPdx_`SwQ9YJ6?bqlQ)H-%RXhXG(5wXn#hZZbEWky{1 z@6neH16`DpuwO%-m`$z@2*Ly@nItmug|F2u`#8%>Mhm1BVNu`E`ZDTcp7Id+L&o?z ze3d@EaUwNw>4?7ftmH#B#r*i5*>$7)$W^8AXTZ*AfxW4w_>R2uPc@nAj(x@%Mqs(E z*c-3(qb8e@9aF;mc;l%joq&_f-OsA{d_%=9RNoHKFD|d!M0GLU(O#n%no3W*&t}nd z`1~6pbbf7d4PUY`KsNNh7fypO9G(GZjgj(YCI%M?nf9|=&B}?buLXBfw-(YJAPcz> zwe8~iTuiWpzr7g7Us@W55`-8%u06z|5&2xWi?CIADn_W3$tfmfn(n7Ih91#%yt*c1 zY}}u_mX9hg=u(}S!?yLmu`L|JuI{9Qui@VsO=v$S@C3m%knFecF}rm>saAZi5>&4i zo!0L1cPcg270PHIB9yGIfzd`Re?!F|A9CetYF;DxI{7O01y;#e>_Y0wB!>G!y-`!c z2Hu=<4FH`uF*ZHti+@b zk~4Rb4QT%KvbgW~b_ZQg`4YTD&-f$>b@2P$he}pi59O|B&j4s;jq#n08$)6>-5CdQ z4;geF$sxH!th?E!?-J(p#D?PVQe6jkE#0k?hX8VcSuyPI4ZXOCJHC2(bPeAL+AAVE zNN2C$8~2K;#)?A0vVt>}8swEum7fCs{7>;T^(1Y(uoRZFj)`30FE-Th3Wik{&xwm~ z$zSW>OlMC-2HgnX*i@+DP-$_;$$L@I56MXiiMe<0$ z39SRY?LSjuT^UJD9R|n{4uEcAR@fs#` z=J5}dC0+B*o$u)6!%~|Xu;(<5$-m=o?{$#;LAw)fDhSt9c+WLkGHhFHS;6BbhwkL> zBhjCwl0jgS;SKm_U(33#7R~?&A2KG^Gg6zw)u1mT-EH?V zz7Du91l$JN_hbR9gX0WGWnDgQaNmjbG=*GRfHE}Y| zK<;1AWC@aDvQg5OE+q6f?8is8x)2PuGce_wgtmb=?vwL;I2qFMXq|fnaKzh3Y;#S( zy;3UAfKhbfT5!YB3KcKj>Pf;-!WdwkChw348x5Vf($brD8@%eVLQBTW8{i%Tpfy1! zKJxdSNB{VNt}$8i>TI-#w6B{QAlD}x zh7Hzw1~3HBcbWJ{QFeet-|1@pyY@Mju^hNWbM6+9BRw<`=(bp*vQzD&p8YZ~E^4N# zIaI?idpc-rt+P*HnxtzP#=*{(i!$lt4@>EK17eo&rh8Xv z^?eUVP{|`wtZ{z-9J%$@1eLW-qDSXb;`UV)tTRjzy`j$hLNEPxpl*&(ZGFk$T@=w# zUvQL^UXuPcRl=wbHtRwv8UEODco=OG=j&%)_sKhjf{o?iASP)4rtTDmI+=AY?d67-S@UE@!g;GolMAMRv9c2S z#|gl_$|#HbFAoW;np%7buU7hQ+`hkqJ#~I@mzyre?_XzC9<(N*aCQei1A?g8oJ3l0 zEyF-U@}{^FpslgZBjq3ubt2VKpx(V!}E*12~oz&V=4*40a*RQHSR;51F& zKY#kseK(jGYQz!mzcWh8Q(%D?ltVbLtym-A1t;e&2!T;j(T=Oa@rKf%8HMYOFbSo| zQ$oQ9!OVS^uhxD}f4nnC%P{sPkq)ZnTbT&EcjBr(zsmKPEgu$`^`Fk)@HmA}Y6hPF2uK(r z`1wv98a%uiHK(lY9^6mGlvrj->h1qV610kE!-5q<-!Uwk>)iTRj=@RdWg8*>)t_(R z-GMdgWya!PrnK11##4pz3W@{3|v@Ke}u!$2nAHiLhg1#GAM>BB}Pl%}Q*) z?}h5Ml`FzT{Q-6>C-Kk1$@LikIhBr7X;=?%W8CTZr4fXP-?($Mf4Ya?p>Vf9bvTP* z7wzLV8{$qjMbB&|`F~>UBOnh{zDOkBbN?t5Lbq-ie4P?iMafwo;3LLRrbyuXlex{d z<%?}gw24-u{JdLWG&Np1wJ#l@#VtgEN`u>DV@=oovzE+GDu3Hol0e(Q(r)Tz6MF*o z*iyVNy|rn>BF^uQYMcV_lYD3a*i855wO7W0Wv?#m-COaK&jhElwA=#L!o0=Pmfi||4k(2u|d*z(V1J;Cw>!Zs2F?rGl#N9KYtI5Mq z;@n15DrB%-#RjylB>pTPMiiaPod^Io+k3Mew$6JKl@PwlA91A4`(r{V79#|g-6TcLf zPo7&7EY#|7k@t0wri9<)44_)F$D1m?)^6Mldhq?wxtm1s0dB!Sjx08!JHCCS2@rV7 z_W;|{l>`UlT9@K5?EZIwU5zur={j5)J0psEU!#1RjJuZjNifSukI^W*BK|4Ph0P~@ zZFHNLKWg|R6+TLLF}bE5dCTYFiGPmgX)M3uX3x#W2ZVIvC%IY;S7yrMX`S|ibWg`> z(SFvnO7f)TRm>ER9wkssfN?f?!y?JjY&tra3T7rP$lIG2IM8P1OiT`c))cp`u?Cqj zyNUVG$@ugB75(5JUnWwMOp+ejc8|F1opK;kDt1)HX19S5eOZN&Ie}<2jwF6>U7wBW z+Kr!KU`~a3yTKnez3lCq?9dmIX+!sX=n8f9s?4>1RlY9PemCg;W`-BNQia}%vh7Lw z&(?S{@JE$8MCVLQ>|lcohwEnU*HJ^yotgiQYlKGh=f;}MX6mR3y7iTwa;evP7l>AZbnBdd0V+v4Fk=k$pp*! z#C?+Lto9Ruus{T#6wlWd7%$3{>CKf5yHF*;7hBy9R=1ATx0h`07-L;?I23eA!JWVC z@T@a&7nJ7eur><@Y#hQ;ygi4ShD^h-lKl&?26!6RtJHdI_{U$pScMVw;)QbMB{s;d z=!Jj`4EywJv@4C)1?LJfAXD5voftnCDzzLS(1mE+x>jao*z%eGC264SHf$#LbAyZ8 zl3lAHKbAtg+vz6dT&sm!w|5B6-Urde&q6TXVdD1PahH6f_h#+CahzS5r5u&cETzrb z(Do4N!;lx8Q5-Yg7dMwt@7|BMq>=O1@&KA6QRUz+4>-MR4Mn<}e$9wqh5V|*Db09R zU?1rsmsAv{h%;*}SAo|y;@~9rUNlAYQ`IR#L*l}~RSb)tyc)%XvZKb#G<-u(I0GM2u3Zv0V<+gsT< z50Jnvo1Q9Vsq$ylM#(!i%?q5^hG5f!ql`I~L(=2uCoNrJCEMy{b6}DoQF7ah3f8DgMYeN zcy>sANO0W;zJgZjEtgWbnD57GOc%Z7=ifAKV|OMu_Fwon?2dzM{z5oSy-aWK99xmQsmob%9M{_W$#B=MpmE9X z^uyeUK~ORJP|7RbhRscGE-om>S+SMrC|_-B!%i10gYBh|L^;z3Q8z*v)E7?LdTiIj zH;lv=TfA0}(rVbwY`~%+-adL}+@vxLzWQDE_cBzFbV%5|zmuN@g;TedpI4^M0_;_% zBah%tv7EY!`b=0xLb})TqrZ!wLHUnBdTLB3eYWfkUM^AS*2gRTiPpPLljEF>qR*M; zig%verM-wu#;`AgDfHa>1!?~H|H8;}=|}eQ?Qvc$+JgqG>*{@OCz5!g5q7^{z$0;HF>^jmONP&hIKp;^-Ci zAFXpow}e(c0ln-Yb&*cq0F?bXy7r-Rq5Cve?%l}?k-hq9vlztWR847$0t~k5fWiFc z(aaEjYF;}_v`ZstltFb;1F;%nD^Um-=ho`d{h$R^kvwy66WlWZ%Xh!#CEYL{1&!T! zC3G${0ly6tmGJ)(h0`a*eejWXtLGBls~a;Dm%x$#LBSgBl8^on2BMI#U;h0d1vAJ% z6PSGY3XO!hVSd(@mVJZH_v(TsGF_yPUzyBnLeK$G7%q6D3cx~}PJn2y9w|?Euxwqe z6wpH*Y8QbnKpn8v&tie(xs!LVYPTRSr@W$<#Ty=u^f(N2vJr0EAF5ld?eR&4;Ot!P@5 zYXEH%WdAihv?(;qe+ueSoU0rsNTm>GOnHJsbv#tAwto~HixO4pU~Eq6ifG2`dFlm2pM{{1_zjoiheRxufyABlpzx6O9}e zO`aU;%Kf>hHFK8;+y*@<-}(N$bAfn4b|l4p(L+FvI<$3EdxYP7-_=J5eAM=Eel)U# zgM6{d4Q=Ri5%6`VF~&yS*tSNI9KqoD*^e$CA*Uh*w_H00tmBpZ0zzdkb!91!*{tG> zqxG>_Kfd|NN}DV~g)G^}A|qFG{(NEBQ+O8CZ26rwlNLxIkiL#iRL~?dfZJ{i)jSG~ z+~v&jq1I28Vgl{WX;3Whkcj`4dtom>Rb%2GFI*NkX*NGiWv14k5ViVuCgtlcVPzQh z+lckgA4UR%%QL?vAW~E+LJKnd(UN~nG1RWpNC6tME7!+n4m3r9 zWQyMahn+P608I&>tw|FKn5tBK)%~?~Eq$#+S7Ov`ckD6a(4}RVa2K9qAcAC>uM9o6 zqi(trWvcL7w$d?41zIF!Rlav0y zu|K2v=2Jw@Wb*4V*JbcP6h`!t2L zFT)3Qj0rY+^_OYz`o5FlG-*35?&P=nhZC=XY`f8OJ5V$G%+{3{at{^sh_u$&Zb3*o ze4}sJDs!7%Bz}t*H{lK>1KcK1EhB~MhFg7i@fW&LAgNqxsL^*#`?pTt#b^Ag17EGY zBL`pFs~xryH0)ziLqEdJ0G*s!;{K{1hNqoJ3*0z@;y+F4AX>febcfF)QJrrpNY|JC|}msg36w0 zC8IOxg_FFp)=@t?aAuOvcB1=pGyM#Ccw}X+5>^-=r)p2B}J} zS(}>~E|I6Xe8i|7=zag$&tKC~oKW$CDEor2S$Vue1n??CNQ2)>N)VXsQ%N6KWtnTq zP=u8RRpV`hiCU!JntSK49g2Yc242E>Q=U$FUc}Xqu6+8Hvvs03oIkd|{r!52%)J-R z^eJJ*5+hN3J*A_#rib5x9h_lxTcN_}C%RLio-W>fzShJWEIhu@rVr3|j4gI_X|8y@ zVTyipSHIGW68sj9_~sVe!b*wzgsY3d0^&C|GS@ zry`zZ?53`+&psc)TU|jXX0Vo%rH^jM1a;&lT=z!+34^FJPKPvizQw(L25?n3{{E8U zAwhO_KI%go4tF04PLnY9Bup2<^WULi?Rxh;*^S)8xQlum zIil$de5DNe-F%U}x(6wVgwipr5xUjh3pPAzCDF>@2xz1cE4kdXh3!A_Ott;#ld9{wU`+ZjNDA zXvhsA{LqnqzMZxRs^Z`;WY(@MR>Uj%g%DTOUUZ4YLAzM|l?d1zLhXX&e`?!CL{dko zzkLyt&IRPI&`qrr`hqzy5p$WE>>~~Z{RMdTa{c&IBVVt;L1OepPPG>N84^qH7M9Mv zG!AqIq^GsE(ym)#Y`^+evqx92gD*PuPkdWBHJwgH3d5w#3b`)_%`hCV_#Q3yVTy;ycFb-F3jkg5 zYejV)0-$_(0(h=qv)+nKT+)QMP&ot1O%yz~)k(?bLUgRG#tu0lsgX`PfhOb*n1e(% zDizQiJqdx9DsQyKYOjtM=1re1%rdv6^A~>M9i~@0T-Q(Vr%Is&9^q{irR_)#?@991973wx69!6K5}3Q zj4g#(*_Vs?miLA#Vgd#*Qv1*>N$!Uu&c=OJTIPdh47p?rw=5E&J9G0H7M{?PmUf!> z{-cuIaOnKAw}Y0EcT))LU#ijqUms7Lcl_&$x8k(;W#pvXW#Ml><8EO*Y5{=l&Da;L zei~&e4t3jUb=wCmF{$A$EUOu{`e zKSPmQ^3CzD)}5cLOVPEm3CujWHG|q5SIm=aiKZiu-CNZxXw$v(>YyJV#p_y^$30e7 zU)DWFIRA9Co)kM$H~W5oFrct*+XlgsOE1$_z9)++=tM0;z?Dm%-MK-0nJPv-ZC$cj z@Uu4h6#ZQt`_!@*6E0+_(_UxG!f;kdmYQlAbbk!0pYfJ#6WmC@Aw4}=9l|WWH5sm1 z`Q7~&u5*rUdS{)=kJ6>rAIk^!yWpQ#d1ico=_?Hnzof`2+vk!CQ9+C@v@#4y{Nf~c zRrXLF%eHWP>5b~Z>@|WyjHtmMK%Eu0&?hSq)`kRG;>|eie_;XX>^SnNDHUZ(G8A-j zn`GtS*$DJ;!;Fqp7=vXh)*htuO-uu~wVHSa1WzZPiz{x=-kF_%j6@;yV~EnYcqlGb zV8T_{h+29nw~<53g}NH9Ci1O7bWSfY^))~i>$5K52W>kRUaWkEl$e%|Fo>yann4`1?1F9PaEcCqEqvCS7enAS3KGy^vXuwqn09| zom^q+lS@%(;EQs_1Q|2HzX#cKs_|S+WkHB;yn@jwZz8*>oTO~v35AZmnBhW|Ur5bf zs_=T`w?LnFOV%eWY5WS@eDVsGXt0h16GHuAwm8q<8)uU^?__fbigwkj(7S5oRn;4o z#_)w;VHgWdxKNjuuuId6;Xs!qdmv5_1Q^e1ZMZObC{>1gP-w+K<)7i`zCUIn=t-9e zBc4rQXV-{a*{jd)drMR!M9GV@Y3LCE>^^GnX_!K5B0TaUXa7=xf&ak;b0{!Xf__+w*5lx)*HrE%h59gTrEGGYw5k|(Xf9n7G<;9u2-yN zj8~*Ikr?lXA;6G`PpWnv`sCX zk*ZnL<;7DzJk0xO6WFrGjI?JRzpwXrU4PCTRq?4*H64p~y>9EbR-^V&UjhCyy#n{u zWSF?&U^$taWSL~Cc&k>7YZB9R{9Wgas9OW}B)#t~*!VC^0Qp)pYMh^tpPvjPM=dX5 zVmburwdoxbY>)h;`U#u6D4TqBF&r7gEW$g(|AjSJ;q7eMoqUa)jzG0{HbTRk=&3M+ zOHJt1=q+#}^(XNqi`?8?3RP5QiIkhj^Wn ziF9ciQPO(SZmnlJxaGx6kn4s(jpYsKTiFQMyA(NoQi?1O0YI&H-1bk%4u#m^2*%F- zaj@DRW%$aS2$o*(b^=n{u#!C@&at4yt>aG4v~T@jxH~b(bUOl>fT`;u;$@FC)@(5w z$4B(7ahT<51G`>Tc~S5**;ZNX;!Sf41@UiqCH_>u2AKa|vF?^D0_H`(2$y7_7EPjp z+*5S!x?(D~Xh z`~x?6YtDHZ2uU3Bb^aCa35qqIR;&yu))x(P?Ks&FBC4!C#wCl~qW1rC`>u8rb9E{9 zSbUfBm7{f!rc333(&Ag+*HrhXW#|RjyK}BCD^~1p!ttv@-+tnIt#9u9lDQmLVF$I^ zUaNJ1pw5cZ#=4r$%t1Rt8_GUCLG5inECHbN0>+tP%I!#r9 zQ`mM&;ZJ4^wtumhVLg&{{B_lIf-EHws9oFxMoU?kCP&TJt^*?WuXe?Exh=^;t*Phk z@;UigyQ{lw5_LUzkEVn4plN)!ULkX#gik;vviLHTQHfU=ffS-|*_6j!6N%s2#!OXeftPOx#Q z=3(DJRXt~GfcT6{G~m5(Fd?ZxX7RxU%e&F@c5J7%rqq~&bo{Wb;*XT`zqHf+#P6D) zG8yW=1o9_Aix-Qlq45}EBeu&+IuMs7R%`4=O4@kWDnGFa@7pu=sM!41j^e9UFEVMc zYKr(MR5<-H4808vaWl%;AO`PVZAv@?qHo?n<0E-D-0Cnmi(drT!~jWGrPS?{lk$Fb zqJ8zGns{;Bu%JVK$&O{$R{Nu#EI(1arjX+mmm@A|Gw#R1_`z+?%VfToQ`?%3#xLsT z4Sh9TJfC|u9&f%b%+&}Q9x;n$RCIB`DqO)>#rV5)$9<~Vg!zNIB80c_mGb5A`v_U+bux6!D#3V(L0vk z%?q8_UP0OFkJkg`2!4aWjcjT}!P=8zCW8ti3@UwWm{VVvClLGhM3Bw3lR@^9c*aBp z*xHyIHrNI4>)Y94Qwn?XDSln;l|^zS_m>?cdTy>+#K)@PKS^&Q=eek1i5vx*x8Zit5&|ZF;owurT|%Ukz_m)|~a@``KYU-Uxo4eUl0w zf_mDmeFHs|1%A?;1U`F^r=nd&uD3Z{cTt4H5u%sPAzI>u%2GiBKI-U?VzbvR^aIoN zBYf)=5|1m@N33Y_+~5RtbDEZIH&><~wtCyxKqlUp6X-T=e$wOrvS)gP3Yos1p*slC zEI?CzP(UY)Z$an@+h2LUW_qeky7qDO z-2|;?1)==ri%VVmBJ}Gbppjm~g?Bs7bFjX?V(Zn!px|$80{xMK4hP%9lu=pP+9W$c_JsJ8M z{h+s~E-+#R_wd(y9q!Ya`t+}vS#MM4`XwwWW7EiW zf_4CV8ap!{0DZF6)0Y(Ulf@~i;5|Hs7bq(Q?insTT0pMEl}Hu$h9lHb6|{vw_(05D z-c$n-U-#j)1697(Sk44pq{=jAAr2vry+@T=nRsV1w)UzIN_!Ojj#Cf#$xG4sc$!8n z!py28Wz|>(kP2BK5yLwPkQ3qnjE?+v%i9UjZ5zltbM%Z`{s@74CGkRXF>M(b^G8hN ztPhY?wxDiGxV#S>a-oNP+{Xs$=2q3h5W#ZGb^Ymlp0Dr4rUM&E;F*~!E3+wrl~vQG z&9P{!r0LaiLeP+0MMR^w%(pW?1Rwzmf{Yy3W&O{W=R}%duA^ z1JRn=S>(6VINNykAWu#3_8P7(RS5%V(IuPLx-hv^pjykh-aYDR)i&0I&gXV?=iCN2 zdqO^oZQQ!BDXDG3qeUNLXo{|jV~j#0nmkGFLYmj%=Ea;ApyvV9%ipVF!vRv2k32n& zCimcVZc<)LlzM$lR$X4iOOmnx*iAf4HrlYQl7IC}HIa_#qHA3H{=DF`7ubkoy48*P zO{C&2PdZ8Z`uw`k)dF=bVJAQq&B>O0R)kW@e|x6(>U^}+=GS(d71hMGHo#-_%g-y1 zXTbL;0qx}#OP1}xI$k$9S`@T)+zXrWcYNQyNN{tpv3lOXZ2^6*QNZ8O^$ok0_KvOY zpnw6W=HGsFx4YEAG;>24-lPvt*$5HAHg@fz*jD=(h*t}}c2{i$992EqXt?sBVk#EM zDQ~Sv*~QG;Thh`~?e*_p2<0lj2wkJvas-68B1cy3s{>!*RkZd7rfs`ny{yw%=7Lu$ z#nD`-%bb(+Lm*Bi#?R&X3sBe#KmBr_`(f)K z!mr&}MHD}Y=gMZr{_MElv0xf`QUm7f&-i{c!g=!K8%q0s9~ONNl5B4Y-n(H+A`hnh zu#IOk>%V+|y*&Uzu1=$4gP~)`RDw-J3x^M@R5O)QHx4SNBQoO=+~a=d+l^*{fr0+d z06L!#?DJ9TC)JXZeY>kY&a_kHw>&a~^hJ1Q3Fte_HhFwgv_tU{@7^#zE<6KX=m@uZ z&zlMsEwCyEriVq-Dd0jW!d!T}t0AA-zJ2^MM1Sr&?Fy6<%lh%lTYbXb3hi@@-mw&X ztJT2~k(c=|i^@SyUcOL$fh>bv@erETsmT{P96}pML{fJZmdr*W-QyZv;brZZNM4W4 zz*#&g*{U26^*4z2CEBebyZqV)9p7|g7E4xB5=N_IAhVTtGD`2hbDP9T8}~m2VEm4Q z4mp_A_O>zk$YhSnt{1$ZaRr1MuGf9DdF!BVT$zyCPCT>Y8P~q zbf*EH{x+%Q4Uo24kADd=t}M4=;uBeMcXRr-n?EROtt!84TzN4srmhQ5zL0g>?ilcv z1UEU6T6Hp+@As|+y#=Z^IJmzbwNn{zE6IcmcPdVKxHW%vlbPlit7pZDG*b-Wd^nZ_oTxkN=&PNQ2${MjLLhm7mVdfh`;eWYVC-~g5r~ci2w3>gBuJoRLlls$g zGJG%B2%@PCo!JPJVCA*dtXS|cqI7g~8=*&V6&tD#=sNd8cLce$ItPLh(_nFnf4^hwP-+|664 z31)Z=kPv)l3Yq-(erhNMQr)#;3VN*!u?-{rgD$Q`R%c$pYSl*6tW+vK=ECZj2v@OX zk$5D7;i1Ftik$dj^p2FwKAYYU|0t);pvQ0VjlHP_E(UTul6FY7U)iK*khRJkzD=(% z`a}oMdh&>0T!66eT&su>SmcKP5v_-m3#(PSu}`L98eT5vP&@OUz)NQy?e7~wrkXPG z)^(;L*~}se#Sr;SX>D9E<$WT{`~_h;W@cLz-$(hptrm`a=BO{qcyuAEQ3p!(UAh9d z6CjHqNy`p|$Lj4ffWiPA&^3`xf*Y3OGl`8l&~NLpLP-bBgtiCTTB%swgehf9ySH8f zGjr1RYR9I5U}_15-H;9s4+`{GTn=>b`G70D2522_X)W_EQ#wyjY^)3Zs9-$HNR2SY zn5zV8)qH&pZjuz2H}imB*#}(o5ERgQjkSWGu;7rN2jT?6Zzl`=aS(GoYQIw-;|U{^ zE&`p5d=mTeiG*~)IG>_gy}+!wzLTz2oh?}-Sq1t5U|66e>p8r*h^?3Y)ipPYW%)E~ z;irU^?tu}WxtOEQ$%`NyY5aykhZ5K#;=D{xXgsD(?m~Js}_M-}*WX6i{k^s$QNzP3Yw#v2@E;r$Gdwj1U)t}FMV z{|3i1Bsil3PB(9MpsDo{NDj_#<&stY9{`m=YQH;xlBAu7{%weE*C*4aDm`)}*oOA_ z#=r^vE0mGnaf$8Dfif~4gC;z(qq-J^B}c#=iRZQOoas{Jsmelk;w;-wafj+?%LCY_ ziGp~Rtwe>4^Zx+bIq`%H)#~X+neh=eHz46qeY4s^feTMy9I>gYRXTlMBa&pf9HD7i zu2k7gh`LgsdoN;s&Uk$M%2Q5o zh*Yvuvcz)^0KU;0h(c;b`!b`EMkN0L#}5_(;?Y-U&hqr<^J1daX#v%kPO^|*X(~_+ z6skZIUbtx zOuUkZf)=6*dlh0q@Z91ZRj8E7!W_mVMq6YS+-c*c+YqFYy}2A+MN}44q^Zcvq^HFt zL=m(o7lx%ssh^1$0*Z5GBpzWza`@`0Q)+eK>uZlzd3+;wWg*oCB=%p|8*O8(9ziOfg~xlDL1h?w%qJD zP$wGPgtZ53m8}69-AY&(WaPBChc-D)f84o0d$B(VBT_X6g`b)+8wVhM#>r&XC@GUB$)QVWX?IJTEy z==sCuD}DJ6q0bs&z-%z%bh@hBhUwI}p`hamJ-P~r2kR!szY{2}Nv5>o8j@U$vvnhe z;sO=gl>$mneepiTsUZ`b>bg|?h#$tmsw|k1JxO^5&Se4lvTS#=6Pvzz>D3iQkZSFG zd#PuG9q9?Pk(5eF3)5mw*16nV6yE#WrRI7xnpH8H({i7hq~FeCaNj6Z`49q0Jg%Jt zbsO7igeTrxj;(X)(vqu$trtS=*t-oX{ZMb$h|f|(k1fHGJ9S$b zN}-=ju(@Qg$g>bO5n$Xi){z#{Cbm&D^AJ>xN+?h~2w=qR%Wl|vUCQ*TyW*in%_*g- za+2GtOjRYdIFM{MRohSoazcqB>AxUIDX_6TvA&pz5fsd-by}lNLNBTt zq)ZKVrLv%IlWTKH?Y=ZqUshAu;{mqey9O7r%FJABdkAV|)FnVZ6SnC-ygZ?1V#`%m z5gwyXL}~F73KHus2ar;(b}f=q$ZyKx-FQOf9=Vok0<9{ECFa}!xTT<>e64U#M4NRG z55E?S%^A4UQ&!7S-ibCvl<|g=lqp~9Syhm(!lbDrbrLa!D>_%)roRp7GvZWiIBAfj zn9ARKEQ7VaO6}Qm&m5Sk#b$C8l?{f+n>&H1jw)=UWm9wgK=gc6ReO% z~4jPjmQ^G!M`!r6%Iv&@0^6Z+*iO+0RqT3BI3s5 za7S3`?87D2D(o$_8hkd?v3DCQZN@cq^fZtG@V`Crx%|-b8{oZ^a{TDPT(uo4jz#(M zHaFj>V&zm%0j5fHormLZ77b{!R)>=)3A#T4QOp9DBV~yW`C)&{vXLfom7S!DPG(`5 zXk>9C`Ms2+kU5Yn>PYz{8+BW%!%MC_k@0o76p5p95b!ac_AF{|!*St^7XJW~nw+$m znO1c^R>}U2IYrdx_Fk2a@`#QpvAYVn|NG$q|Eu_Z>FB--{PGOhAyiC1@ie zmu?JIZH>}2CCCU)0)Rj{6uMt{0I}XL4XO`JsXHBY68%1FX}d2W&{Cj!+HoYQ9v-Rf z7?S;SFw&Vr&%mZv;{*9$Hw?;b{b1P_x6T&_sGKK-muQe1^Eg@llO_|LFEXjdakf={ zw31GP^^$yVhD~J&=xGNo*Wt}}HZa>hl|ehdp1D z2!d#6CX*>xK>N21`APC19x*nJnW%MMGm+V<(j>H!wTRPDO6|_cZ~{-&Cg-a7l@l~j z<*2rEOb1oVMM5IuIy_d{Bj1INI=D5|4LQ!*N4s5qW>T1W~)?bJXd>;b}9v~5E0Oi*!?hUjhJVRJ`Dg!WSATVj$3 z`75LQm4Eh^|Nu0WXPvGd-1zRfhD)(Tdy`&eloIc6tWB2+NTy-Q1a zl6+D~x4#dn*-t9TZ7wmLV8jabTB%tIJ}XMdAFGIsc^rD996t`HOqR+206i9O87II5 zjCN%E3&f!;N3i0jT% z!6EUM!5qSwK_l(N$^J>3qNY3maB~Q1OPX7S&cCX!xQ=Tcu z{zpMq=28>;?TJ$SlS7h)d9URJ- zJzngA`wzrNO+_@jb}3IBUlS3=cY|w+T{T~uOKCs98xfyaN95>`PyYZc+J51NDe`?n zkF=E38n;}Ev=+Y2WaDabo=9YTeNGyCmtJj0{{Xhquo-lxDs#{eh=`i$M=~nNBiWo=M}4ntAJd z#vfPv&Zh@sFI0tfALR?KdRO*OAV-u!pXHWpB{n?}Rjd=V=S8jU#Bt@;U^X;IKeQai z+O2=dG*Hr<%F`vC!hR^G+`C>lSmu86a?kjulQx|_Mc2{$(5y?@-ziG{rxo@*sL)bWA$c>)ty`_s zrGIi$jkK>S^Bt=)%xs~Q;)R8Dn}AA(M4n|>kfc%jC;tG*xaVQ`Rr`<5FYt4tGh<1T zti2g%j)1kNN)$-AA2;g^c~Q*t#^J@3GNf1h=T|`ynk6>3)a$?BhzZY`(YQX5j}kO^ zdbDwxr=&Nlvr!hmw+dzXNY1Wb{5Iobv9?=J+?;VVB%71}0OViJBx#8jAKZRW>AK`8 zTesxZ_wW9W0u}c+k0iXxh(dgfR$nU@CAxS>9^E4x`!jh-&5)jo?6OmH%ay&D;hOf3oDYO(-8yYTpR|R^n z)Ng!qDimzlM1tU^Gdh}IN)Y0t$xKAKr6C}cl>$%OzB7lG!%+d9Qf3>i?3Sr$am0~u zPau#LwXP3Y#j4RYb4C~ zBwU2v{H!rTsM7qAM+|w}S*>D2WHeG+APd{5bN)E7i4HwLVk6I2Co<6*BFlNG;=|R{ zQWT|IYXYsX-z-3wBbCO>G1N+dNJ3WbgVuGdo%{gh*NV}ht0W=nDhT3R#Y1kawMM-+ z(dp@NIFt?c^8iOb8DGgXx`VKyxttu3(u-G0!C#5GRQJV=z-tcLs1_ zud!A?W-PgnFHh9!>e;waA)6^N#X&6a@69?}1fO^D!YDa&A~x!tN~=}EcU!E*QX3!q zSCoX?*^8yq%Pf>sEobn6e2}5z6|YChmZA*r7xGE-5muj+yph9rwy!AD3Wqee1y26} zc_P?pL(5)993cp=SE^2tZ9ZW6LH0I)ZSBK(xr52o0mZ4hB_GZ&a8#o$(tE-J5I$2yW6Gv9L;Rdcr{Jz8Phz3lN`N**UIVarlsv9q5Td zkiwKytxll49h3Qy;}+`9QmtmTny*+NC0yOe3G2&O%f_L=vyF9H&C1%L!3(HTwSmxS=v# z7*re__s3?-S*|u>g~M&OB1mWjzZnOe_6h|0$?WXIRNs|{JaL*GHkC(^)R*%~Q;e%q zW(-xG2d>LrkU<*}z46p?y>6c+_QqPKy6S@=GF*OAT0^^TrCg|~SGgA4b!~?iOHvb$ z0}ZM;M^k9BRUnjxNMY+<*r)kbUcAW}k_DQAl@L2rwV&KETcuK+smd**|&KD__k+Sgs17^9O)N)=HsG0Y{;i2ye6_SF}5a?++!q9u1OnDA9LB(otbsPUUyd^Mm2 zY1PbvFSf_`+qTkJ^IA+8fOJ@j(`gqS zPC5bGa5np~$$YX)F4rDpf0_-m`lt#&YK{maoux`?;Nxb>NeTrf#AB;3I>U53RaHf| z8(Ru#m^N@cl@!}bhvdi#+%I!rHoq=ZQ)O?@s}dR(?7+#^AJ?m7b;Pk8B^r*WI<~fa z4Wj=5^|4`f?Dt&Ky@c)5lq!&)8IPN310jx}=ucN@Ua@dBWKmP_o*M#>pCXH%~}kqrJ}f zP31~OO%-NNV|CcklG7@urI(&=GNg3)rAufP@dc5j5y+bYZ;Hg~&UU54r_9V5c`BHu z3R{q;_jxxx2UDWj$1({`ueb!`LZd)d)Kj8m8i7&OVD^6LBs+bkx=v53>0PbUC=yQ0 z^YQ0szC?P3JzAht&R?lG-v&|~j*`mkZbp@KMU}Ya;f!2?5)4l_l@d!%1Aje&_K@g5zM_sq07p9ubH6NDXnCF18ZzmuR3WMw zxNB{+5{HWZT9698TOE^bV{Bs2(ON=O(I#}aJ3$9N1cG(lt#*wHT_UnXxyU73uW`Ix zw-*8)e>J1Xhf}UoDolwkCB}3+8K+exvt-zm+R9NIE1xUkxc)_^%+1f`%5%;lw@OMB z>#@|L0@RYU9cJ1UU`>@Fw2QqFESMB$IViOognw9_hAf7(@~_=S0PlCx3EHx z;t=|Ux~!yvcfTQU4>OL9N~%rFwFV=}ZcK`UNGT7rwM1~T4a!umCCYns6JmC?@i#SQ z9JZQ*C{^6B<1+@7AUV>hm5JBw++lJ-Vg09AVq^yyABqX-hc0Ae?msX_Yl_jrh zj)XUyR;fAKMEZmg9r{^}+uEiy%{`YLTRL(tAp=d&i-j>%Hvd{qPAw;Cxy2rx!xH+5Uw8K;0vRhdR4ki#n2_uozw3P%Nm0@?Y&NC86Kg&_U7(#>vMc%@M@1Ud23(J>~p zS#!WC2`IPd;XGQj3XHkYU7|~2@ZP_PZE{E{=-oUqanG*98Ofs3Ql)m1l2(+EuEoKyCG1AHp9L8@u_a4lJM@_>Sh~~k(^7~oHq@2$z&F1|O9RIcr({`f z$`hc{Y1JsmQk3i2eb0E%LRZs}gl(se!j@)gk%=Kv}Ly60tbY84%VKrM;x$QHqUdUj9;{#aHa-e&F!?zdDQ6g*gy$v zww=&EuEPEV*x~fpw5in8NvdTgkb*7eROV9B!R%NXNIoXVs~TieGt71jmMc^05Rf;O zO_AqqjlNJw)}PWy!nm1+tcNu#Fg~RXiXU+*La)?GB?G{aaMd+L+a*&OI}59!!dsCM zg8JDeOHsZqCS?p~%wQBJ#nIXpcsdg;=l6qRMF<1wi$+)2vO6{>z^Y2_*I2*S;o7tIDR%YFGFwYi;szw-BetY3v8X4D*FabtIws z##>9JeK_?hY>=HOCz0ohLq~YUZ_tGDHMjJx^*qrVI>ZQcaobZ z`*AX(5vD@wYH}*$xA{cJisIAt;NQU!(7g%8d~ypt6bB z6knp7%`dcwW?*E@#+M&ToR2Ur-g6&XReiT1dy#FoBz@R{S*BF!uQcpo9=Q(1B%zc? zalXrhs3m8=Zv0EH#LKmbOH_#`FVu9UXp+R0Z*g!)Z7M>>{Q4yKVXY@Fsx>rCotWU& zngeIsrw0YP^$XkV9^79rq_Wp>u#X&$TF6%;5;U`D3TDeIN>o1U5yJ@yQ0LYw5Z^*4l^EQRyW28~BV$qQJ|g$!|lc zOsGbX;UO`R`6IVQ3J&yl-q!24EwKV}nU5=jNu4%Jpj^bMrMCiya)H*9`ra6btd^kU zmQUKfw?E7<*%eHiRWW5$lS$!Wy@0qcn=3tACsd|Isw{dnmf$$kI^2$yz`z^W$Eb3}UQT78IKpGps1hKrn{Nq8 zQ$bxtD@q2Qu6D-yZeU@T45wld8Y!F4_300E~^cW+_9#*lvPuE9Kff{C^#dD z);W>j*P}~m1P7@~l-h}6JZ?D$h_%LRsFLK$I+pBo?(7ioD{VXO2^y2j#ySfXI5Q)PgAidXI=!T(I98HAa8<}6`;*G} zjaGJ~!qT-n36(f5!-6wOBIBA@r=Kh@GEO7`F#*MbfH!Zv3%TA1J6qm{%o41lv&p+^i2G$CO)1q-iCn_R`Q_azGpiWex@S8%CxXs!JYm zLZH1kr08`4YGvk6Vuq`Js)+DAVqD0z*WsA;3PN}a9~#V>lS56ua#p)yqPj!sLUc<~ z)+|@YUbLw8gJ4Iz+Z)v?b8e+I30{7Lj*CvdU05GgYDpv9eVCzBLP+frNgD1vjlDc> zqLzb5D+Mx=PQ&kVDNsq~6T&S~stb!5wp`3{p{2i68slqF@gS(H+k7~So1H{8$&Z>M zO>Q{&&KlI}kULbAqW14QcjKKgPRmlHsZYi!Lak(>;1mycLl=*JPVKQS*OG$Ypv=rG<-cKzAdZi-Xt%w`!Fs))t zu<{vF#;^!rbsX8Yvmd%Mi7tf`d$J~#4TZ{v<7GDyXln~Hc{K>oiY+}YpOR;;->OBi zPnk$Kt2NcZS2DL=~1bSw*5|x0qBc1 zM6@!iE5$e8^lykuRU+9^iF3SPn_tcsR*6!8GUll9C;S7&+C-XTNz<3;xmjrHM55^* zW2f%Mx@BiD(&X{ux{Z9M0K{x zHvaZ3_N)U555zx|M5eI}m8>WYN_7r}KPb38vQ7W4% zny#eOAUxxLv~9-$_hV}rsjWH+sFIb`1b!JmsJu>%UZkzECec)teCX1a2f0c(x?NP% zi@JwH@bD1CogYw?Je7rhQbFik^buP0O*WvUrVL!SIZEV~CZP)bMT9Tx#uF$hrl*TP z$=hX-&D*?1zeIud;@WDNF>PsfJyE09=BC&8n|+wliF78HuA7^e41C974PUH<54#c- zg#CgzkC1pyXwpbt6{#a~iT?l>ifc16dd-GYfQxe_PpkdciTg3S*G!x};*EB;GYSozHb+uf*Q14zomLHPdw5zxA)ZpjK8lt-II z9-~cw`)TuRi9nO2pZR3FTf{2ZOC}R7>^zmxT_c`~qxbh0an=zDhZA>ZSE3Qt>n;TQ z!qxX;9K8(mBi7%Lqw-Md!oABz8BIjBUA%vj9PK7zWl1UhNk1s%0m!VCYVtuCAE_!@ zhuE`;low;YS&EkYks-2IZYLUAQk#ylRc~p<@y6;2x}Pjadnjangj=7_N*YH{{VQxr%_9kujx||={(6< z)$age6txto1@SAV%)v)GmRz&jrD|62N08f=?Bkf$G8BI~T$m}0As~jqkfG0Q zhLdjL*WZt74Q3=p;lBJDQb9^vRGCO&DMtE-3=5vCdv?a>>NQ!wGVGVMt8EE=AwJ=@ z5y+=7q6((XXfUv`p$&qSeC^VA@5B+MYYD)d2pgE5zcCJ{Ov#o)B}@;o2?us&`R$D{ z*`dZ-y(^v>QuXOjg-%+CHWxP_+;7grb#ud4Tgg%CblA*Ieyq7_SX{F$WvJjFl&MX( zqgBm?w&%|Zn~e>Mke&5*JJ*Dhf~cD;!S8}mC6jnm__^C)epa$uz(^eOI!_a^(R zKs|l9xTz}-Q#oXAQ1VF;$<=ieETyQ8=iwPQU#v%tr{y(8p(WNEdOVH-Q0hqlsimdD zrD_0?(I;>SHY8y@{K+B736tr{?NER^DEO%A?j>XGN=Gb0lICBerI~d~ZECJo_JqEm zhg@yYdLdWRqjSjgw*!}5#w+wnWhn+DbpHV6jxW9xjjdkfdCP0z?qsp znBtX8RCcMp7x9JUAu3+C8^^A1XrlU3T({KhdV5VcLB5vw&jkxw>RrGc;9u;$YcXZa z?NXP;kf~B53lQX)0i=%ZnHKhAqgQJb=*0+XYxe`yhae3dfk6r7)&BsHO=ZcDUUF1t zvh>%K`Zd19nTE<1=73Xkw)=9nG?y~DX>Q3#PZXqhkp3}Rh|dY?1Xd~8E(7)G>8@9) ztuVI|7R-4;*$Vopup;E`*Uyo|{N0zbd8Y|8X_6^!$8&;%6}3l0{{T@%6aThhHpPD@;#FArgvzC`j>l@roy{ zYfvaH;pNgR@gmeJlDyt4FUoq?AYDWb(t3w}B*c+Ag)}tsUS&<4Nz!_4pPYlpgW1Ua zxayfAO({8cPyWv)lJ}e^QVZ`5X|=-c4x#}Zwj1BL<(lK=$%=W@(4#!4?C~_M*AS$s zM(QL3us*fOJkNe8REnjt)PsFxy1T_Dp(S{3{{X}K)f9@9_oq&FwEB{XoC9spzUpTNAh51q_e>hT_BbEz@53^^ z*lqlnQ~m?Zrsn4~OZM!K;fJ14q*G(z zTqpia$+ln32bQeMF!=6~i&lJgx=QKXXwK5*B?}}l;c_?&Kq^re1vj@<_ujx0hmg!3 zDM(3J3M?UqrfJnVl;&c%vf?HodL2PRl${H*fFN9V;R+}jg_zYWvYG`QblQaH-jP-k zfK!b+;Z@Ymij)Mv2?@*SHVI7=;`Sx8Vw-$)=HcI&?QVKmccsZylbO=sJX*!Rz-aNn~^ zT+9iW6K#8Z0d0E&#iG3m9Y#~HN{<+_zJk@m0m4StO1bS|JT}ETHcy(=h7%b=LriNW z#@$L%r7ODk1v?GE@x|s`*i1)M$=cG%Z4Q{suXhO?z&#Q#)(yMwwiMCp`F>+=q*c`& z#HbbVqN%jDMfOszQOez5k8UvN^zC{Uq9v=k`iTMTav2XM0LDcIi_)4gE1e_-q_8-F zP%Oplpj@ydyB%XxQtB*JsqaWj)cI*iJZDgV9ZPrHQBKy?rB-p}<>6ENV6vQj+1_T~-$HI8#tP`hLPYhb*i;_8E)h-n-sAjQGeKg6D7UNDb znK#v?T1u4C_DWT;8=iK##+5{cVaBiy!U4$gxYc9E@QP|^>4*wifL7KZYIBjfBkYsP zJge6#4TwdkDsmlzkEONR`w?KVaeLWUu;p&Oq(`bnlF|#>Tc${RP$U&P-Rud!&g~o9 zs`kWrSuV92SX^bIORo)KO-fU1aCd@iZMf)-y@MW2WlTs3sZpmif$O>wmq`62TkRtP zrBT!%C4BB&c$9(;M2xc+i$xxfT9PCb6RZLO-~)mS<=xcLZJSG{H2}kAptQ|WQg|*r zhZ<53Swg@f{wJ>-^1n@{w=6@g(;KI)-jW?}W?loZ?w?^u!^rU=O=u#QIoS<`YFu!F z6Ug%kJ^i=DHPM#0qLY_i z(&*7Bgo=`qH7H-=+*%Qww>c~&RLY{uIu3@)!AJ`Esa3%7NEp)*+{Z!Vi7iUf@F;cG z28AgG{T(}83+zgVZ$0s8q0;MApv!TpRM|{}bw!jG1+U2(k#u;2ZtOl{T!=2Zm3lNc zAd5zRU_wxBzc6kuxFW}@*2R-+RXDWdB~PfZS27#Ohyv>6sdCan)3g@EA7QiWWkq@? zlt*->_LmhER+-?(l=)L-Be6-iORC(RiQk>Z*p))f6*)57XEH^n$yvE|;!2b z_w=zrp`=hf#(cp5gUn^f2(Cp{6u=O)fNb|;!((bVKpVzz?~O;Ez<5-JE<#+=8>po= zJ8lE1xVL%J)yp2tr&MCcL&|`MqNz78vhJqOVFYSP_MA~8((@Ayxaw&0-Ah|ITTe`$ z%_IVC-ErTHAZAq3=9RTRT^;+5CY!P^^}b2)CkY>;=?PT{LEu8};b2*{dJ<4mnK z=^v{8^(NF=B#uUJP0Qiq~-=IskK@SGcgbVQIgjJYJd2svaR{ruZRsVA@$*r&v&7$q}bx!qRB&yivM z{GroYCZ(2ew*{y6mcli6RE@Wb1NnO@R0$NioAfD$$AeO6sj=K0Xmm$<+rNGx$$?&u zqV)D=RH8#8O!yBa;KjKci;yL?^{du~T> zJWa_trAVl*EfT)JK4=abig$qHx8|K!0cUHQZEI|Cpo3K^UOASv+oj02i!@4QRKyTe zm(<{rI08sgM(j!kEbuDgQc{X-QWRjjsZ2V;8bpI_%8JNOupbObD3+JJ*=@?C%CT1k zXj74$Ncmb+3De#+C%+Nv6pf_P7eyE<* z_lphErcz|E_N6%vMKQnD9`c1&Tka><+X-mx%`46q%NH$X9LSnM&RN8{=Z3-Z1 zu{(udYwz7wp2l#?FA9Y7P;NSu7GxomI~jZIb+@S(_TLa{F>=je?>~bz%3O&gsHH2r zCC`;`2BZt}xVO6!r>I1Q6wE@1KXf>M%l`m-SXrW~DRoK;EUn=t$B0Pu@oS%3pj8%O zX8KD~%1;emcAZZ*W4I2c&W~-zJ*DLuN?ugVgPd1QeQ45RPtyA;9Z9&{0oAQ0*sN4( z(%q*r%}w$qw`9bY+O?)yIR?ob)Ca1rcG&eQsJsBFBDqvFC@`VwlWP z4xPYy6sc{6ncjM~95=t@z#3FR=7n3caxQE1OvjlhX+fsXs5htAX>J9yuhCZDW-PHY z9Xm5KA_YZ?r8UJiU6AZ20@<>6D^qLPAa&_b@WsZta*hg_M1l5_ADdmhGe)H4)hq;6 z%kGb~fvmOc!0&L}GlX>+*{Yd3Lp3*?C}CwPeNkIkDII3kAQ8UgVrz9dRYn3IiA$-Z zB!TAcmS0ZR77HC--yAq%4Ci3^y*gBE<3m$hB?U-*3FJakeP|XO$49#rL6@V;l(R#g zq)PQY8CE(T1ab|y4wZKUW48ERbkb%6GMtQCMUC|+S@;%=^F=JA)C3D$DG4_G>34Cs zfJ@#bdSWF!t(u({TW+XbN-I)A!932LLge47#P5YNsySve$dg8LWhzR}m(rUpvXgIJ z1ZhyeF>CF%_Qcsw)F3hD751Du&j>LfBNZo;O_d}}oSlObO0BWOkT@~&gsZ2?oheCN#bO@oKQ<2IVGN+(X`BpcbE?t9 z)e17$mfn!3TZW=_f%DoYS8nMfjqhvX)su5nDx_y%)Etjupg2!-0Xy6(`yqGh=z>o! zjm?0Fs(Q^?(L^-Q92)0L?ymYU*Ao3vd z0PSy7l1RkIGfg^7rBgGFHcSaZ$>XO}YCV9I?t4c*e1;epDbLlVAww`hyYL|@2cFhz z#?0!O)g=h6E}f)e2YUqvQPCM7M`V=94A2TEOifaEvNU|IDK)hF7ci1lgn zDT>unr$So_R+PBfmXJ?pK7GUk-G*6*FU3Se%8My;Ag#R$ZOJCi->j7=Ci~jg7x||Y zs4lsdALB#w$0IAE^*VblA*WOIQ~^p)W$vErPKyvxRHTFW6iG?^s(eY^ixA$C2rEQT z0v42o>;xzdN=mK3k_JtjIBuawm`Qq8fd@tjd)&a{mAhWNmCqS5$y?6BX#xIf-;VN6Zl( zQ1w*Qg43UEzWhlP{N&rqc_k7S@8y!}QtDs-0Hn3Tyh*s~BOCm}iiK%Rs>E*h;UU5A zLXdHqDe)SVJlae;g9Ke#(6&|&Wyaw4Z*J3v4xE@&7JJ*+zcSb6UNlilI&m{8=BpBJ zF-p&ZflGS0hjiIVlS*!lU!p0dQTaC9RWsnWi*$ zq<&hFSZ|={>?t6nW3y}b_2V@y^vOhK1n3SdT@AT4NZaa_-3uN3v7DAOd}q>^X+D&W zq5*C8T2TYEDYJX~4~7+}rJ$?Cv4sTY8~}He5(zuS_87{WD@d%B&yW&MylG4RkX9A? zNZv_>b^L`*oU}OG38TAX$Ma<>R6?()1=inzBzR(#=!R))aWi2~bs(J!L#PQ@?XU;$ z#pYA=@gy-<$?rv31wbLSHn2L#x2y)&JiIX8ll<9u{7VtsWg_ZBk&yWIlmfBu#H6A` zgoG(X>~n5JgV304>1t|pgw#{0ov8qhs#3ZZj#%Pjs0BpJVgAJ~LYMyO7?8)M6px9b zQ)73nv|sz=;{O0s%lRU#^3w^)RJj)2O%gT%?X;;0#+&r*u@n*!@WT@34d`vNcbVycPMXgCyy++3cF-Vo5!T0VFBMM~nQ{{WMCMz)xW%VW|{QrK_h zBunC`{(~tgzBR4vrkk}ITh`TbJky4g?Kl4bcMaOfln5k;BW7B+ z#!{53b7Rr@8jQ(LB~6@%+&`ieoBNI{RaDTNH1d>@y^`FC9#GQsw7G~9)SOA!po8nq z7sadji{(_Nqc8m#apI*X^-5B4J|1t*&QA?JQKkeaTGE0VMZY{*L-nzOSk2Wq{AR^6 zJ4gJ~CgU=p_bczjCDQB2Hj(BnC$G+=0#A*x358XN{{YN3A+5plZvzRfRCOu^MQLr} zLzW|me&RPpy}FDRn?v)nyoy|abt$+Ncciqg?I%@-f`%Eu&Ge})siw0auDi%bn$uC! z`p&j*>?af-K}C8pl_sl2X?Z8r{Iz|#geg~vu0JOnGAU|qr!}%v+>eSvD>Wy zBi@`yh2`n_&$h)!D$S1C)un4brpbxvf_$Et!PmiK^~#fZF_IA=YD`)9(-rmu2P`RWVqo= zXq+5Np-L?TU9^G#(Wst%E?Z-DXF68uuuU>zGTae32OTk^mW=fSaJAT;Al~*C7dPz2 zjJ+2-wL+ySB|B6w{{Y>xXuL|JRM1ke0o|7%1Y+fKyDn2kO-3rv78Hh~I2%E?F0EGa zINL6{9VPg}0vI76$y{|5-FDq&Nww2s$lu2b>9sSK8}r0g*`zTbmXxNV8(!BTJr!vu znE(Q84ldN(q-#{R^K$bYCZ`Q-@eHTjdPby;tWs04Nd#%IBXCAE>L{tFtLx_{f?whX z#yK)wCuxruag~qwk>hBn#jZzcYj2@)oRG_fZ2VhtY)VKZCf$VdKW;Zm%rymo8Kte{ z0BpC|C|L)6?4niezAx3Bs}2JUy;`q9g2`n}wy5;gSRjzKCt@w?gY3fUyR=H8lHBa@ z``Ud&=+&gC0bzR)w^sN{RW6T|Y!XKGFUSGrVVZdpsvohI6}$p`g`$AE^+H5~>(Zn| zPYk8B#zEZd2CMZ84-0LDkFd;`(-|B_WHs^3xvhU3;7{brG$}r{$tJ*_yIfePi$~kh7VFjYL@I4}FQSUmT?RF_1BqK& zbnUn)0>t=j*S{=RGXqo?)R$n*D`_eu8vx{W4Z%S?(su+NUKX>$-cgAx1y^bbl(A(L zQ&D?Z*b}e5c0J$>`!GZhvrFmIZ{bWWlpfTt%dGQxvOFYhds|Lo83c{T!2=T zmTStgO_qjQ0R2?}tKWWh-|p(oE9)Ge%~1)G<;zhTxOm4RwK12{gvNE!5(U)t_Uhy@ z0q2v%bTdkX65i!XNnbv|PCHFLhveR$nHZNfn&KEr!Eu>sZ-UVyqNRa#6l%5kf%3XH z!XGIMLa8na=K=bglGEso1~R0GniN;WEPP)NR*e_mo}I6bG_o-vcKo1u6Aj+(L)Iz?=&hlBW@jN`*okp(-rdEIt7N#@s1Yk3Ggci&CgYoT<#r zbV*qyZWUaplfJ9--?tudq7nWh`mPa!i3jNJj|YG7#U?^cyJY_WclgIU6k^2T{cenB zOp{QMsWTp1&MTUfdbDmm@9P&Bzg{PNCjuU-0j=nkDlqz#)SD>ay2&PlJhP!bh@5)Haii_5x6|N z`gTvw#6nDYB~x1B@R@l^32_IQLzl3>VzvtE$3-mA7!>~G{Nm&(X+cPCzsz)fx{bZK z^lyHwDfFy_8?KEz*buL|Sj*E$1Eo%>Aos^7?!O(;Oa)8GLs;HSxuGT71$7k}Q`EG#2Bb$%vARb{UC-1g6q@$_j z8yjBuS}Ttl0`|5nIW`xcW_o003#C#}Rr#suAF(*Ev5x-UfKtI12->+hDbNM#52q3p! z;{oh8x$MRS+pB)OdJf#T!2}B1V|!y0%J&wx@5iLwTkVZx0&qbXJ!81Rj8;!8ZG#9@ zd+^M!b}T>1r8di1kDp62O+Vfkw`Q491zI$DnMGAaFo5$DTrq+fDq2!(RsyYYK@Kp6o>E>(aTiO44g@4^ajYI&Y)CIB zAq$-1E?}p%MrIJ6>2{o%95#b#SDcbU)RX`Kvp`J0Hc=#7+tqAQ>!^h~WkHtV%x)r8 z#(pf86sKBI15%39>S{L^-1g(B=J-OaigQfL^H-Rf9%bDHR&gj^k!x7)E^bD^_KZ*` zLS?$yZex%UE>f)Gn|W=85O?9A+z>1k($#a+k&i{As%fO4%$!J9^Q%yMxy*U6lp=ar zom@SC+)SmJ5m;f$HesBY!5}uog$FqSa01CT9IOw3#a6#ds=rdH$9Af{5?)i!v!hB9 z;(+O)R|IWf1<2=cZH#96c-31dTBp_>e1%3y+;ok)0BI>H>1rEqd*dlJ_t8E~NsY;3 zL|{_#A8(1IT#fB;1;GIF#su-CDJPk-QWOj1l;W|q@VVOLUin%n(Q~CLsHDpYNY=%H za2Y@`zNX7vfrj~ca%o6knAa-tW478-+fvURwDdqWR**;vy|j^GYvGMXv6-BXS~SW< zU6&eC9}658ZhH-nS5XJsgwQH9nMp`x3@vsal8{?iHs4}MKI}AcaGGr|Hiw#W#11L} z^^M5ZHy%539PqU_vsKmuRVWFT*pg0GBMOGx`9`%ylhJM1%K)iFuu#HtI~_!|vTJ7v zSdB%fzZw-=F35};8p2f>4mMS=ASomfeTMhFg~lFcDm6Z-0T5L4Avx(VnVWDuIRaVg;a@CRo+V;W5hV~gpO3ao!1f+)Q>~Y+?ex%niszy;RQa# z@8OA#(K8Hq$&*W;ImpTyn_Dk&*;0E&imW@zh6>F-y7_e#N)-;O>z3By!HDr4XLF}f z{OfmOx@nOpj&b2Xm~wN9Rlz7xjHP&{=vRrpE~Su)w3W$FQ~lK?ehDFMs5(-1h>!kd z2mva_k*Q-4^~6TuH!`sBeKk2wvQ3C-@In0DVM)J%IL+MIS8NugmLEaniA)BTeYPk+ zW+65+jCpR=DX-A;7Zh37187r=?^1=9RC{rzC4QwUZf~+Aau26YqfUgCJr*@d zr!^&&IK5z~brld)kH50`=F_S9o&XL$*qG4WF58JNNMgnYnuuFW$5l* zN5u2@lZZ*trfTuf)Fo-y3m4sIeb`%sAvfr~6v9^`YUQ3KX&neYF?#-E!i2vXaOCbUT>g>)#7%vcxpUlF2bnzWix zr^~1rv2>{mO4FrURn#3um7}Yb@7K22*_JbnQUt}qnNyaSO1NrJyUT4i*f<4_!0xoB z=H9LpMEyHPN+*^Z!PNPvYI9_p4Ux(E3VKF4L$qwzx#(F$^L{X{EZUx2m3VU}(d7Yk zprK7_J(_n4{ZWe$&QPl8;AZL#DzudJOUZA6ARe=Ebd&8)EKJral{lfO^QoDIfRH#& z$3%^~%9CK_{n)Nfr_iL`QnJ*_dx->>X)o(YJg!-Dmx5GIG!Zyy1buXruX;#+z21pQ zF@~keO8YsAC{Wa(U+3o&sq|d8QjVxOS2jNZhXR7=)j`FMy<4d|Ppy8`^5=Wvty}V5 z+!j^oT&(+yC!E?dsc-?_f(5;|IL*wi+?AH-b=WiA8wj#Niz5F3nCCP4Sd$Yl=M1Fs zTbPNAwwr{eNKs9`s`>j8ZH1GeB}GVT-&PVWDV2>VDjzpd3PO*0DfVMcdn-zx zQBvz-ua;-5Su1fUb}Qr$km*Ufzex5BH=mlKNkcBO%Ei-XQgo`se4uT=e=YFuFV-fQ z;6SQ6v^)>=Vur#<9Q7oN9}Hb0u77MvDhKZX&N8@lV$?1;Mujeyu2H)U_>@nAZ_FMs z%BvYFvr8J&UzAbSvl#$*f;s*8(+UMbAz6Po)6|uxNlMU_9VeNxtU(>v>y5hPc?wLd zwpy~TsT5a3Nm%VM*K~O4vG2sjDGW&~mq&e{IA7%&kkgUYv)+{*B=>@&jgh3LBw?wR zq6W180EqjtcaK-y^@{Gz)cD z-wu}#FjeESw{vYGWUE_+RE(ya+vM?esRVv;vFg4o)pe>f;yqG@6{iUz&nQ@)pbC*= ze!Ffv@U<~$>q+yxlF3jfrRMRMe$GH2vl5l1bWG(1CSXdo_d)R@F(hdUluQauD;>&D z!C&_tRG!VP2C3DCDT-(dA-SytAXsxk(u22Rg@q~ zNhouk);=Q>sntqjbc93{IZ>fFY`AVk3uyTc+V$c#lnjov2SlKc|EL^OHuqJr1AHgkGr`d@l}4GF{+1| zJsKo=BE?B?goA!v6>Zzh97D`>O1vh7hbZht)#^xQLE$U&w53V*0-SWVBvLAH%|5Y9 z)Y{TiW338y_XF}^l0Y4awYtE>Dn3bs%d3%28 zvu)c?uGFg3gi|vHUzs7+K;gx|emsY1ayhsX+Dl6B z15i*t)8U0afUU=ncv2XilUi3xAqVHPAFDN>5|je#H@ShEj=gN4`iuWk8?fosRg`PLrdYmQv7z zz_H>APnp~zawJNpBuIknDvV-xQ>-D~`xkJR5POZixR)C_O^WXod3GXHIhax%VEyXC znHer35Qp1=0y>gGIvz`eAI&7(evTe9l4x$SmzF4S-%@ue`J*}A;hVYKWPB+-UEhl~;Pm7qn{{T6%?2)0_af@mj zEG5tPIAi_%V5!s;BUC9cg}zWhLx=T{q5bSpRg~xr0m08Sbaj%Mk0$55Z+~GJB2%)% zk190W$u1g`>dKEH$CzJ*)2Mq#w;UQha>L9j<_DWbNAyYrUYRoz{{VGE%U>spWSXog zNi9D$)TgobP~v~Mp@?l!^8BZMG5Si9erRyMOS~oBK{I%+S~h)Yp_5OIK>CtsnQ5iAbbW zl66PU(-q-KV13SvNK90q%a#+*{=8xe(e-i-loiBGPx%O;Lz_o|5lHlnRgr5J=0(&! z#dw1np_Jx4q|Fc;Qbm&SV^8;NN4(>xDm`!~Lh~bXM`QH1Pu~7Cs-IFFCu30_PicbN zC*B{&XK6VJMi)rpM}Q6ShNRS1qAX13u@o5drZ9N?mC@6|Za$*Wm zWkjeo=>`;%EK-u8tsvgSUiLmXoii#5$^|B`k^ISrEYfAfmV`FQN>Y~8lq{30F5fZfl#Jb*5mgbS97PA@BN9L3P_G2MhBo!4Q zK|hxln}T_~XQ?!+{{Yj@#x*^MCv`s(VFeE&)2I@pp^W23p6hPvgBpC6+0yo_6#;dN zl-vvM3B7^bSZEY{+m_@(lwYS*TAqa_yB(&Tafu~IVvZAP97Kzab{c>hugopX)jGs_ zQ>5gXvDD#86#JD>`db$lR-J{%Y1nn#ZHc~5E52baZ89@1=v-ttnGdxGtxILC(oh;u3iXO_a7~66M#xm9t*LIym9uIH(-e(B4P*jI?6?P>-0{Atnqwj4 zzFLDlaoP!!DNK~DSHB`GqMat&jrZHOR$EOUIM7|G(JHbSVTF+EZIuGi=VFi$pbu#V z__Y((wVv{hSp=#0Yv>Oc(5KQ1qI^g$b|vz?@fHMs)JCDeq(!Glk1{;TWxKT8$w@+1 zgry)2BpVQIV5=Sb1{A7|L1Bj~vf!>#7*>Gvi3wT}a1&rq(Xm#mX*}<4yk38qPazDj z?55V0CfrRSD%fmPt7=z`$;Usc$c)VA5@>Z;mR-u7{2sX8@P8YuVyzDla#sB~nHmDpWD0U>+o%+u9!%A!iBt>!h zjM~$zBBlAAC_`i;6;fEy=q%h`P$ESDuy z5D09atEe@zU|i~i=l=joS?qnKO2jfHDY3R`H}$qTmUpUC+oH~=Gf{4;s)UqCV?v!; zVkI}awK=(3?_vjL{a9(0DIz@vn&mcy3a({bRF?Z;!p`;yC;ZZM*;=;V`|Y%>>6Klo z#8qma7gV%v^GM|X09kPs`CXuM@x=hDLq#m~wUM)Dqt9TACg{S6 z0$Nmad+W1mZO4dnc#oPP!Hry=iZiA~J*SiqyWdK0VZUE-!i~Z07;Djv93T{^izz3O z9r%p6ZaB*1Fxr&T1>6JV4%6L?)n;M&X(>oaF3}UatDZfv+fX*=@ej-%veC`?+6(hjA#hC%EAT>YmU(lP-ZnC!kx zV~F`OBD8>H6})@yt-io8K^Akh$hU?u==ESx81q)#h6p1u{{WGX4f$>lZZOr?-H!04E)?m23Y1>KW(%0J(;l{uBk~dP2-NiG9~wNlvk1q6NZGLA{f88=Q7^Jjt@(Aboo9jU5#_o>bx& zpF1_qTJqhVwt|Ypw(}b^a+H^vVnbvhsSOrxqCY2lC^$zlPTO-EVtshm1og z2}k(EWZ7P=hze_>Iddw%hb&Emv?{9P#_IA>!9qeQ@gpT6YXwDXH|g(m*bY|1N@i@U z0<}kWT%v{PaXxBFn(kGtxaG|9#!@A!SiC!20GSU);+-HoiK_{eCH5GE{Y9#&hDDskhGFbu6d9! z?qt|iB|6nw1uCGWx}`10TQT2F)RH%_Hvkd8J-6p|^&dvTsXJF(2bp?PrB1aYhVx}* zIzVknvdH9gk!`Qlj?_+=z|8r0e523l8bY;&DL6wN{4+ekVRnU+R}rK*g}B0GUg_eh z$4_;L7xrVoxvZ@m7^^Lj(pyqBEA>F-iO|z6=nqYeNRK(EdNzunw;3rr^Z_bQE$#*( zPpHSxg|yPp<0n#?U6XP;w)==1;e({t-3oi_bJE4S^NUfUl{k`xsV4b5WE##1ef9($ z(Gm`8tf|sMTY9!L3zmGKya9y7~5A_D^9>3{Bp{CAu}?x+)Co(2`>QQbT5ucJMh^_K{XhQ zPeqvtORGTyA60fI!uRYq!*iUx)=rGWmLx)uf%#@qrq-VE&fjJlH(Se9#)C$!8S)ck zvr}j&kJI(PyfLa5r)kp2oF=DMEXNF3i|@pd6^gl2NJQY{eU9QX$ogoYRvx2Cbqr6T zPN$gn;K+pM0YdgFvI!O!>bkM1YM6zm&GSTQKmeg0w9f^?k;ny*HG6I`)K!=Gv8;&U zY$ybyfTXFU4%;Z5U8jCq4%{y^Dl%FzmilSySpmi*v;7%lb2eDeM`eLM_+;sh%34iz zF>PfRZR!QU{VD^$ZRs&#@pNk}Kz zq~E)*V`<9Ob!cv@NvOI{NgNkhdi_A@P4D6{KDUx(L1h!@QUyC&w-KMz!-VqE+KDN- z*p2Z|uf(XNgIdarR0@4(+8j3$e>nqhXv3(Pp|p&?(p1!vZFfqz3)}Z>h{>H^iLWUI zLvd_?$SAPnr?gI~0Lq|`OE#y?N83GE^%HA$vcq@E#1W$hp|{`NzF-^RT z2`#Z;5zw*W-Z8Pd&RwcU2%jZ$!Q|JQAtgQ>M=$QghGo-Xp!t<&Fvo3OA2X0zS`<41 z9w%=Dit)(|KCN_$n==7BH+wF_>iWQUkTDthMQ)mqmf4h+&CQu#5x)YHvBl!Lh$Kr) znt}l2iJFirfz!5(`^br zp@eEQPqj`eCS1^UI6}Hy2HZ=&dok5jS0KFEN&{gEBbKrIo+rS{c|xk%Z9k+#i9Y~3erKT zjO&3{TVYNz;T@o)+Wx`q-w>*`c}*|O^Hn99vqae~RpO<&7wklqz(arzvXFbu7O>t@ zmav*lUVdGWJys`>{A>0CtB^bfD*lzEWT&(;@h5QyrNQPLLlPA-TEe8O5zivym>Kft z4uy80qNLN7`>}}9VoP*ONxv{JWm~vnbt1hM^%;jqZw+^l>%WX zDM|e4bGU*}i$(K3kyPIj0=T54{^Z#Hpkt`E#ZVwFD^%>l+PY1qE2)hAhx(^3m41rO z7L3A%=ZI4&N`oZ-0GOECSabXKzlg;aHAbsWlHwbN;#yYfj<8gL@4wrNJu@;?YA{T7 zD^nxai9NA0DYsRW3Y*2VsVCE+QzigM-b#Xp?Zo{7jR{&(RKN`JrpUI8hS!`qE3KhF>ck{O1-=H;dAmSjcN0!RgAjg zy;(HJyyhwI2w5Z!Q-IOlaKu#oGp2mtM&m2q3)%et?>i+-) zA!6Z0CL&fWO|BG9q2N9Ea%~N4lnc0o$XWP+<6zD# zdAl#SFGAm)DxWPU;#Ri`n+NKwi;oMOS2%gfl{J#Oka5mwZRu$!c{l0{Hz51_@nS}K zTxSB~2byb=ntC$S+Wx9fH2ZaU98Z@1SIzWu4s0i(t$U=l*$CI#jbI>~-;qf?h$C!v zT|~kHRUu&-$O?4wRfyVpR zkgZ+{Hyu~RcE)Ld+EpGz$JiT`sRXPJ&X_xUjxuG4^qF3dOs80v6zM>5hf6aX=VFB< zsCT6DJEd0TuA;hQt*O`*88oRxY6#ZoN)KYJ4@a>{?g|{#b(Ke0l=o#7wzedYayK3a zBJLh3pD#kK8in?U97e83t=d?sdP|0x5!jOZC)F{!Aotu7g$~=>yBV&1Y`lcUmd(O$ zxU-VBlzRePKqbaKzttsw4V5A7kmc$m#On5ojo5|vGy+V_uB zePOo<<`VL5gr6UF80E^PA23Z+IdQ3Q>YLsx>ji7KTWbj@ba$mkzSx6ZmqL)~eL|I2 zU?)f}HXC^W^=>yF7_3%kxqd?lc9Q&f=}FbVT8fgB+5(lSC%pt5HmW+Ah_O(7lpV)V z#BNg^g`$$J9ED(<;O$D))DTGY(bC(X(w|b2xU{y`m1!x~tN#FXHpWWHv{fLfP-B#V za!}jk`@(U~n$FXy(b|tvqZ+Fz8Vk%#E-VhsE&`+9bL}|Xn&wukCA2#lw@FFa1*epj z$5!ZVTYFM5oG7&1r4q78)KUQ?a4daVAC!pzVV69S`P2_EUi-&E7r0qZF1X2lBz7e< z;3DBJI-Y&$Ha~6^JCbQEIJGrCV=XHG02H;7l%CL3okPO*?!pwup|bZ3W?F<*+z{ei zD7o%hR4?zt*tHgVC{}Tn>KhiapIA}-A##4)D?8e7y3ke*)TBQR{+<~{Jk>PG6IIq( z@gn2S5mabYn6IU|8I~IeR>>=MAgK0Pce(H*7_TQ%y-ChRtMTJq5P*)Y$(#}5hQ9iQ!

iC1t?0Z1MO-PopDaIox@ zo*{i5Df4j+iaGNO%`N#-gWv!i2pgg^{!FP(I-s`cK|`L0)qiz{H8Fe1g{7oxY;Cxb9Hfs@(9^5?Uc{PRnqTtM0TwaVtJ4 zNhF@|Nbkmxub!0PmoaUz$nYeNk!0NiTY$`wH7if$P$P)OI-p@fAGX+DU`}avYJ#T^VyZ{})+}q0m{O%Kot!{X--jWskF=+6W;Bf9 zm?FtcTAZg_Jh-hcI*_jdQU|b*anYr!uvuz6&z2w~sFS7>bY=OL8F^!T_GgzL!b8(7IwNpC6_2D{%`VVbxg`nzCu*}MS^;r z;Vge~!Z5`7Kdv^uBoj?_T)}VzpMHaihx5BHI-rVz2ri0sexA(v6Ba4iW6C-`S`;~n9JEYG zzrC@AE>rxWL|&ti<|O>)U)TQS@IG>;U0psqRQwQ(2anpRFP)ukTWk zh?@DcyQxAFI4j_z3Cy2GH20845Te|The)wNIgPmqlFn3?g|Me z((_9Xi84Q(u`a#R)kVz&6S%VN{{V&(N0nVdKcVJ&bIHF;fU6sK0P?r?VpOK{TG~UA z>k*rE#o4sGIbkFYwRA?4*=ye&q)h2E0#KQEYxkcv`%j+dF?wn!%D`OadpUAC0*3L1 z6{MoH+cDdyW;pI8TAW(e^rF4CO@fF5`|L2%kp^@Q5+l?q4zdtZQ#lI>->*uNckm+# zV$*ZO=~^mmH19`eT9_11=IZ_UmZatieSfei?}$+M$T`F#aMXmXzF*+huAcOQ*?kf&e1PvbH^UwY)Iviu2U< z!jZ0{1dfz>E-z74$0Z<}r0xhe9a{^7PGYTJd*ahOFtVeyr9_Yiy#ZtG#;V$LDAeL= zOf=@5Y2rA&2fJ_;e;j8G4__tHP7ZjVfFKTpLaWkCq)1P6f_0JbC$141>$y_5nR9oY z*P%Y+Zv`Pd4GlKKV{jC`N;V}&WQ|9DLkwm`s!?Mw*o_iEj>&2rK@EjD9Rpy1NamaE zaDMzq%5_STma$N(L6a3o1)&mZi|IXKNC1L+2v9v*aVs=b(FPW@`f0|Kb)FH_qN06M zq?I2F5IeC_=(LLGB3%2VWoGG_e7Nh2(Wg>MM9FOV03Xewi%oJx4cQH*IwQ9*l_|#@ z)JuUK9YshbI=gRe#qG7WRBMTfmJt#69F*$Pr<-)_fuxlYWgQw+blB-V*qIwM(C0}p zoJ-G0R_&!si>lp9I#Z!xK&MK`Hyd1Ui1li+Y3gc2P$5E`m6XR@k&2YkEG$K}1YDlJ zczSIzlkYvV7ddWtnVBM{pi2_F+KEUX18ut_I(bb+PPp0|h}2_uHCTrC*aDtp_5g7} z&zViRau>j5o;%6ovg;&pq@(Ag+hq<${QB*VsZCaI2zEN4vmvEfDoke^VPM;0pSP&r z6#B|)HKnJ_Y3G2>ru^B5HP{6bqEwJbSW#8Yxt^?XQ|ZvAmg9(5#Bq%Ts`LWo$N* zL3e~nHrN6$>v!L)6iS{{tW#$xF&bRh=hbnsV{Y-x5$zc0pCqRiG1Nay;iS^fQm~~2 z?*Nh1IPr)zDrM5C5gR&2?lwM8c<#cxruIlZ_r;nURTerjAj)Y&l9bYbKHFjyR+?NZ zlMxnB8kXIye)0Sk&tseMy$jEPb?|m zRmF8fhS&rHsEgR#fv48oZG@R}rRa*}N||K6z+R%>tt9PZzfs>~i@rz9E#epy&<)=iX+AgaL$7ANF@Z@ua%@|L#g?o*q}v@}uH z;g=#3i^UE;Y&g1$nuWP(2G%Cvn-QO))n25p+QVeoKK5cmK2Lb$vX@C#Uk_U%!Ioso z$=QLb6#30arOgObMWXyM#1}%F1l=iJ#n5>Zu-_KOD~~IMHBhwE9B?+5xSc)Kq$r}^ zsXh1Wwkr85lU2+$RA(H>l(Llsm@v?t2?+@S3n}VA0BKKfII+}eabeTuOybEgqcY@% z;+6bTRskT|*Y&Jzdta*?l8OND=jqxfIH0S!lyS`CP%`W9tK_(~IpcL3eSl$eNwuso zXlp33HK!!WuG3;qTV-*ezT%SWs7h~fWR#2VV5KCUuB+FJ4zRM@$Wj%k`pF{`n@qV$ z1pffh&5vJ2;F%>-z$P*SM0YGV2sZJy*!l*O6)5T*40<|mbNymOtwGvM|^1|^{d)Lfh<~A1?#ar6Lo-n!V*kFP(NZjv#ZUSt3I`N5L zemo}py6{06DDB(hk1l$E$C|Er?bU#tu1|K@AdeJ!J$CQLB$IP%U{NF0-?JF2tl)wT zwOnAvDK}TM1`w$C;hA3STYr;*wo|Qt{X;wcCOT<1S273h$1?s-WB&kTt3COGfBaL9 zp`=?HGFA}8h=i$vTJaF^QqGiU65Nd~)rK4{X`v`bVe>CgXdJt*0iXN=^ijmpMCl?*1~gVb^I1QZ#~8EKWl)nfp5N3lsKp z3~vcbYGuH$=KWqGgEm^DHnVkg+SVFK@wK||wosO+Yjse?RzDDp3G%(8-ou! zXR7?7+MP8e2{M#`PO=oBIviX!JW__50^Lc&lN?dZr?3L>k6EvbZ9VrIhrb&b zk3@M1^j$&qKB5v*mA0iQ_E|O~+lX|zlL%Or^U(Nr-e1n{1QY%4+(sU~EZn1)x(9hnmkFH7kFhXwc&d<;2_OO+)LvX@XwT5U}%*Hq*JcI*AYh#aERqslw7iRkb9 zU&W(5*#j=NhW`MZkRw6jt3np?l0wzg0)>=4h{b+RK?UwL5^IQcBVf~^?E|nR>2*HL zN6eLnq*iB6Fc&RSVj+m+veUk1piZDr??9n<7dPtPs|<3ovqd*ALV)~iy_gzh7D_~w zvhqdmpcREAfqM>H0gLIWB_$zrRTv4#JB~rY>m8R-S1Hf{Q)Vylw^0fzRGPXPQx!<8 zRT7l$hnd!}JQZgz?KoLYf6n39jyQ0AldV^TAG zaWx1`iL{4ME#|d{ZWV5z<$^%&BzWS%FC|h@@y$G_#2@)XHc0&>>Ph#E5-7EVG?lu< zSg%O17qR=Fip{L9Tmc1%(UX+7l>ji)QOW(5X_;Kt)C!ahvSaryP#>9e|})_oU*=9MmS1w&VQ9$FhxCq^-ygvhYf*bSR+Tu#R5KVRV=4uob3!bzM8% z*01aba6Zgh8kJ9`#tk_yGG(O`b@1gEV_(~*_`)ScZiT#x`l_sxZ;L6vih__w+A$yM z^&wsKf(BUKC-)HD3}~WwsTKiGxZj#egjJO;i!}u^;xyXr%?L>++Ce{P!(6pdheWDJ zewSEObR_(153GjVN#+R~4Z82KvFgJ&;pNJbiX_@Qhkha(&`#Zcu=jnKT&#xVl&Q*G z#X5m|g~w0>^o7UWjU%R!DJ?N230AfWN#+f?m)!|ZrP0#??O7!1Rx9%Z;TEswU1}>T zYHKlT)b~DGke4o#)ntHA>YQayYa?bwEw@{XO?2(05=bER?4Xi6fw&!*qCZ2-6!r(i z4J}-y#uQScetjg`{sh~dx#Anu37{brD6L6PQl&R#eu~lu@56FLiIVZi?w`FWR_2!g zo)MEbK%!^h+~vm1Ln%kG+Qi#}V=zOeZdjNJ?2skePsM#FN*(pXw1>VHrAV zN26<%9I){xOEQ(mi~7ga9_%(uOzlfRl$w1%GeH94L?tEFY3k^nl1G6U*ApdWT)>r_ zxmK4>k_F6Z8dtULabsdP17dKJMpe#vW?G)7HzitCel0yp2gOJq_J$Bu28XLx)K2Wx z_hte-el8-pMx3bN?w&3@!90qg(>c}xo>X_Bq8sWqTQ4ofwRok?K;vt%X)})V)9u2RGt=+d26ClEt270b=TSmm9^J3@V>QOevH*6ETd8H&6}fH1m*a!p z2>Y*vD)a?i7!ypeN8e4~i?}^4sEBq%`pHTHogk=e1>0c(k0y(9A!j2Mw%vZ4n4yi* z%(bQA%jA`Sr2c^zSt_4J)|6DCRdT$An*y|%5mb7})I!ofOvEYOF5|UL5^Q~-;%z@XL42Bgm;DndTR6nF)P$?Mdt3Y1%2t)EmKj(`;6dke$)A)) zc905L6Dh_adv_EM0t$M8877CBSz!7qWO~#zrsK@qfI1GHmNI$2W?RteZ3 zriJV{?1d#KYXu-}Z>)k()x&o3O=?6XDVdPxv~7719MqBq;HYk-TeU$r(3dAiR3Q_l ztUl0^r4@4$=0vm& zZHL2eL-USz8kbq8@Z5@dXnR~okVu? z>H9_SwalE=PV0+MX#qQzLxHkCI32zCn@X%Eo`tr{&CG_Yl}B5el#giw{=jd4z@H&e?}gHu%wTs50{%T6}pIr36fbfd<}9r)NOu_{XjDJ(psg$4wLGU9>c zQk4=E4`?>Ut>#;jryAq3r&35#*wRh<^|yN;X85SoX*CKnZaB+uo~G(0$j>M$8By#P zN|;}IEPQa)57J4=e$HZX9Lh;!#6Bdeh$HfdqLo;cg)-8G>?j)cJCoKnwH5k$$|Sih zkPWXcJ8DO@b|8E3&AMJ-TVeRLxKo%{B}b7RS088Jg;c!B6||88u3`jw^y;ZEHlO+@ z(R+^N0p1QI$E{@f(u%4LH%yiW(qk;0N5vMuw5P)ipQN>O7l6zOBQT`m@k*1_0uG{K z<)*I_PNq$^%ODTp`xCA`;mBBoZ-{Dr0kBE2LCmNF;xYiKzge z1sy}#g|#+l#l?ty_~5j9lbYZt-X*b>wgG%>gqI!DQdG%avD{#UUhnzQSNaj-osLgo*^O^!Y|QInD5c0^-AyMzKIIEx zJc_Phn&DK6byNa*32mr*l#BhiqF>S#lIxg{+L7=u)U6#}wBVm72>c{`OGUw~qg8pL zmTGNSkCqeGcHa^;Vu6Y6tU@p?`Kf zMEu1a)S?W^kWH)*xk&_{(O>b!)Bcc^qy1E$(u4m15fp#nl?CETdW8H6Vbj@aZk<&O zzg7z$M}*s{{_5}cV_USknu>H&YN|!OS0OlplizgM{kYd3GUvt+3cTUOkMxD5gYDSj zbWHP^TwaCIY0{P0mlBiv@U=J6X_V`7P@(?-#*lBYg(Qwq$=^k$tT-3q0P#`thSca; znj|DRQ1VcZQ7Vp?l$8FkBdctB^-nvnwIP_yICdclh~iX1_JQ`{d)cnFpsH3)WDD~W z^nIXWKl7nZ5vqiSluya7I0*X=J2yzp}yshU=Vi4+Qq zW!u+hTCRKn7WUr+Jj-2*qGdpwwue7BjN%pV7asgCVzT?HLX{e#l&02FYUN=z@o%dV zntVHTdRn#s!azO0!j;vb+uj~`|$lISa2uE`Z@I6{PsAzSyp-a+0y}BeO+t`7%vBg*CF?QTXEt&i}MU{FLQqY+}B}D5D zV$K*F5vYH~HotDi9K$l?+Kn<{ zmhur2I<0RyNo*c{9#*#d9%B@*N=jOAsfgfXJsK0UP$3r^$Nf85_FE{gOUv1U6orU6 z_Jt)0Bm81l4O@;!ikp4A{g{ysm!6#$^LlMicE^_;z^`Ied}^CVZRXu=+Qm6h5MO3s9yS2}hb_*BiHSGRcb%eQ5+QB zMjKVAS)C27*K#TxBXSKrM^OCXeetI%L>0LX<@1&#Q{Gp{r~L#T=_ePWLSy5w5@KCKo@Eu;q$ zq!8<1St|zQED$zOCicUur;zFER666aB)Z?_8i_YbNk1h@NE?o@542;XHv6)Z08LD4 zq)2Q4%H~tqES#?8C#oFK{DeSo_}>+8D90<0GbVyoO+mtQ{8R#eQKWR;VsJGH}r#^5vV7Us=-nKLO6 zsWv0=1#4rKvu%aEIlq#)qE>i{;=NdmJ0rl@Ab-R-?29A-J3h>FUm{U$BCkA)fZI{h zd&-oheaZVV(aEvpf8B>81_Y=QZ?-bHw|+2D@WHFD+Z+%_y!x@?&vq~>?B;Rh&iBCt zWP@SI-yYt=-TixGUapDTYhcyg)q)7vZbmRFwmeZbHW%u~wO;qJ7$A*^H(#>`FlX|f z&*6gzRD1BuuXZj!$=ILfomdP10Pp$d{{Xsi)6=lu9LxDTojFFS{@$N&+Z=SGxHx$^ z2wdkC4DUVEW;#>{6eGn`PdmpX4QmJ>AQcb+ZwN)0HB-@FV}VO44oWYc{d?5VO` zAu`~l)P%AI%0Onrh7;6oJMVm3Q>5u+N<_8FbFXENcDXmpcK{L}Mh29gXQ^KA!N`4p zUiNZt6J10Yu01k7U8=^CtDYj+NJlPoB&L??6yjwBttCpk1qD5X3+^!V=2)$Q zCcvsg>QQzol#%UC#yqA~veHzc0(2xP!_rQ$l^*@_iDnMIHSd7q8%7B4`kr1ptX z8*k;aq`0FU zB?wRe5H>p>-PC#8GhJ3A(_}XukqUC)pa~LRbuDPt2})a0+^W|%P&Gd~n0-@e* zXgW^~Nx4ZE0>elEXgi%l);;)kKJKh&0P+RG{k39#vKv(oZL~BEZ_=Bpt8U?#E7(OyFg&6LItRd5gko`Y>c1 zXd`okpArvN;L*0CUt!JyDh|qcH)kADMuZSW_OT@(9$ozQwiUT5Qk!u~l}jZdK`04Y zR zIh5PL+Y^@#Jm$!LJe6?Hv}WYPcTQ3x;Aa-!nH~kz|x=Nylmopaw{!C8*m~x>s)6h_|sZKKqw@gCJz_H2U zd(bJd<{{>1$cRcu5;IN&B}b@~?PI@HueHV`39liICS-{SN%b9t=Lq&CzJG2CyKG5b zx7(i?U|1xqDL%^tpRnOfh;Z3!pzG^&ttRB9HueR7+&eQiI#PkOx;b--jqD zevO)mNR*n?DDT4K_se!1Noz!z?@^r%7a1`hTYUlgE_dV;lVQb%Xsi7?|++H6CM zCRmF3_^Ay5nDN4oL=j+B-bowWa~N*2m{XL@DZ~hNuu#`_Zf-VaOkYo<>LjXV3IS0X z)KUk$Kz`?SMZ2j7ypk1XVwp4Fn5CvhO@Q;AZ&PYPkM5mm`vxMBQf=EJ3gMs~Nkh{R zvwq#Jf3phebo%u(`V@)AD=^n)%kjfWSxT-7H6&}f>?Zfa8hu|fNo$PDboz?{Iu*if zr+&RbHvso-h_6SkdNHM8N#0Pu8#h?gsnNPdlwzYYMs~!ocOUfvTWQf3)=~lWl5KBo{{VJ3K$!)y1WA%3 zlgun4OJmrv_Y5XJj;VJ;sosmtepf0bL;LcDM;-$3l0q!EieYl2OFE*luK$78I?v)l4M`ez~*fAPO zQw7z%0(5k?27-_r2e+gxw}8Pehe*jdQk4eVmZ7f3=WJ}$)M&ZVCCMbpnYla8NO)bb072me2`$!n5 zvscuRgD`F`TYqn7OP(dimKwd1^nF~+b!iIm9FMma%&V)F^;Jj&9ZC%SK^-GJXezY~ zNx-)IsvwR^1V8GB^79;+;a-`dRbZ%k&dPu$HSKkStKM;{Bl&W^qrrX@h2G@Dl9v_V zcGsn2-lL4Ed4@t18x>}5eP1|er70dM*dNh2n^$g;P-s72%MoR?q5>s0gg%qs#Z8nv z0KO3vS~R-TD9SrfN?VX|)It-5O&Y+O6oab}J_-&zVQktZRT4DOYjK$zyw*c2PTmd? zbKEeZrIgU8IF)(>A^Y?nf|W*ieQN?ow46VSLZUi2bPUl{rtf6O^PW3o_6A=HQTs8w z(HY8|;Sryt)e@c7gssRfEAx^yw0)pr`gwKIZ%J2-Y+iiS9CZ<5^o+^F5|9_XGoC6- z6U@aabZKY=Q*%?LAlNZhZ-_71#Mqx<$FZVUp}4ixW1uz?N*5Ix(61A4Q}*J~QLD*i zB~{#?Ha(NO!Z~rUKj~QF0s4awX|nR%@&z8KxUXN;W!^BqdQwXN09h%-<*8V)R#6Yk zfCxN7Gv8g?tWLT>DkKjPTrS+T!GL9e3-*eKqLrCF+D#RN{@e zjJv3W{Z*$`y`tE^N6hwD_DYcZfk``xU5oA<;ZaK}r9b&);sYjFf7+yg{+>3^${CWB zw8)ILttmG{@t!UFLXvIoH}1s7b8Lp#6zt(fO;wcGUUOQUAEtLF+liDFy0=vQ0%V8m zF1Uz!EXhv%y4!cJtt9;1F-!0&*NHMW9$GFG(rpq_J8s!JPqUsh6;z6s6J*Pnt!><2 zia_g$;;EHYQrR^M#F6)z$M-lJ!2@Q571Jb2puVH(A>C}>vq>V~b}f>Mno){uq^Sq( zr7CW0lkprQMn;&@^AJ}mabE0cQ}QO`h>7pjDo!bs=6Y-#z|w#%y)A^7$m-JjWh(cT zcw+=Y$nQ3W*z;;jr*0iio|z2|`Ei>{Ry;}Y9tlUi04T~gx^=zut`n( z?|dt1dQzrdZPu1{Q%|Dccy2)UTNTM&9YSzSnvx$UA@w*USdI9y%w!ywq^c(za^#tF z8|=0d%IV~AkHxAweHoh5G2)TvIaJ7ma35urKFTe%_=#~rqi(Zqd*VG(i>Sij52oE8`l{eT4^@4m39@VE!s76zD z>ODH9h4h59Hl#Vq!9{H;C0;7kjTO+!lm;cbOR+ck-*G&MjMZrhrBr|=l&>N%gudnk z0$(P+$gr;{zL;)AUPQ|EGz$=z(nAsui(A*wl@ojJN&Wbx$jG&3YT9Y=D)jK9{x3R9 zZ#RFc>VgHki6;;8&SaF*69IL|d^S~fjae=oJ;`+mx_nn---}F%SM37fL+y}*;G=wJ%h75;J(T2-a=yN0x&gVOs;wlcecGy4JNr)#{88#unKbCgUTdM$ z*_VAR%}8y;Ikwuatv=;jxMDMpW;%P;MIx>lDY{l7l_6>H1b{p-ZAN3y&{=htlNMRh zc#x#D3e=w44LZkxJ@~D+oh4HqL#CP_#D4msxZA=ix7|(L5RLw7t=)^{=&d9R%tBT^ z@>G%^cr0EJ_UQ!$6Xd!}{rhrq2po?4L^RdtGa7a@`bq&(N>^y)BzM?>pbKiz>P}XVUs*g>CsR%lh5j84ZhhF1R1L~czu9;7+ zCQ9MQFdtthA+BRu{0bDS`^E4IFapHI1PA-cDSiZy4)7ikn>?fr!7C}(azWe)Ks<=& z2%Cc*Iym%(!ymXs!;YiZEcBv>k+raqaPG+Ic zVqy=PRA^F(=%_t*RC|KKO}l}%Bdzx-Pzo~?HVfc_B_*DViS1HOtA21HBeNWrqpB2; zx_NDpUCB&gqr(k=B?2)E|r*|8x%38_^azZEgx7h+UXV6O)eWSZw!ds#vinrT~b;fY77)Qp|`}L%kR{U(y{fBK^({!iCURarl|{53OJ0jX5VT$ zR?@pHc^?acaanEz#h}TPNS7D`({YE9w*1P1Q-5w62=z6o%S@iqib!!XqXqFn`Q#I- z{i+wXE=4TSGqjMB6Rjt_lfWrM4Wm zAvaNSGMV1~t@R!4W7)qvdow%1WkMBmC)3KGO_~f8xC!J9fw>#^9{fdN$BABF^)J4I~Aax8<-4(_;DxX9x zK*^gV{%1)X*gsLgLil-^ifo5f6}o$@1GGtKT5a5tzLI^aP{TxdL#3H98FqsnIDCP` zEowqZHr(nK9sBz+p{L@;Q;sv0DIwR=o+6U#+uHjORnK$(0FFFt&}M~-hDL~&eN;aV zQ<1_z>rx7=qu;g^tf!)ymlR6`>j^@+kmH!}FvUeShN_nBC@)(q4t?bUcjXp&^@$Lp zzVfIrT}`aV4Zz-|THqZ*+xHWME@!#1qOIwfHdAUtp&A%;ER>K=vC!NDwkuV-O!m;h z(j`N^nqhJ{$w23ADLRlljl6Kefm)YLVa8a>w7acB{W&P*)(KeyzSj2RIXWs@rQ<}j zllgG@hVg_G^k$BFTqy&3RtV{c`Nf49@|={Cwq9jQY#tl35QQL~L-KY9#NhOtO2lM1 z^(pBfps0mOWkgt?REDfc@fb@~tJ9}RNPEfsJz~JTt|PjN {M?U@hab=}fF*S6b%ikkD=G3UPrGC5UuhDsKf8)+p5{K9mb?cZV! z9ar-#5nV6RvaKD)TuM-}odET# zhzRC+gWHZSS`d*kWj{XY`1~TdpGPJn6)gp}u|6O?FcplT>q1NiYOED*l{S(5pm1$8T{VR|=ZG1tV+yu1Bl>(VZkd1C2#*pK>kc}!*f!CyTRuW2py81hf z@Vu(pdFdcX^5dw#7Rbdv(bJOV9t3}qV1=IJy8BHxRr8SH32#s=sYIIr@`cIRV$l++ z+@?^sp;wAjkh}S^UqMe&hQRadw^li}R;#lyF2jSD>8>a&rd)Xe#@uX@c3M!hg#)A-Dga)|>s#0?Emr$U@ZGCEKOK#t) zp@~bEgkkJ$#lA6BPK-?DnVqq7$H+58Fx&@ZH5C=gY8-Rb;iVw>izH#CQ_fn7{AjL7 zWW+&QA4`kronET003_dQdp5-#th+7QjzFhJl_74dlxR?1kWSZ6JC5HC#w;$tnM|ri zr)G!bEtZml1Afe3P1wp_CAvova=S4%%Tyscl5CYFQr1InByGy= z{6;b6W=WLSoHHKdv{LF7z)JLl5>3w}gW5smslbp`q>Vsaj*;xLnhs%H48+XH ztx0lg>fyTE3DT4>M@vZ}>T=+3up9PcPXx*56t%G8c={&MyQ8b-Pg2n_VA|Wxrq~8& zkTy0^UvyHZ&5u*0WoK5*#l%aEAduh+=-eej+YRr?+m};HO;(34REl_~IZRzCOIzR5 zUuh}{P_vxMRFXb%xaGLt6#oD!Zr0z-E1yz(jZPr74aBEQY&H)?l9g_iBy2(4o1N|n zuf(oPZHHq_ko1~zno~Y*r%j3#w%vqv8yj|EV70Dby|vhUqM6gGkf6CF8)SHb<8DmF zh4Y8mf!viD$&y{8&Ta(tpXm@P4Xqm}8zgA3BW{iMzh#arSzjwpf`BN#*QQD*_nC#1Mf>!h-yi(!gsWuKS+ihWF*xPbRxBL7#TxV|64g%Zr%Kk6)%P_+Tt0nxmprn^so z+J_RL>uOgnByun91mblvmrqP-6P}QXt+8*5N|b?f%Tcw)E6JZudN%?T=4IV_$xDgb zYg)kLCZ4)ae}6203q)$pQS@`VgR?g@g|TBoDlwemh-8nq?#fJB{B0 zY;zm6Ml71tR4qXvoB1CMp+y#@QKq3r1lQvQ`oXo34~{dJP^io+GUmvCT7r}o;UM?h z!)!#32uL;->c-@N4x_S0=Lj|5Trw;O8sn~cCXSf-JUVtVWUXfXiLwX#rxvn%`nh3N zRgLC(UYQgo#SxHI`N|hRX*gh1t*wFx*>FzaV;lH*V-04+Z_5ED-WVW{O^;UC#HimM zB}U@FV-k7owg@9JaCy;1q>c>guow3colkfQ*Q2zjK zPyYaptaNQg{LUUuLKiv0`j*w2J+Hfuf5JGO!)*>J#GxU@02H8|&xykNn!m#oi~j(n zcm5Kv$DaLnz|S0b^c|0GBg}&eT69W^!@~anEwHb@8&5vmdQV3I0ERInsHD0}MP8|q zsS=(J#9WGLJ31n-N?aX;avsjyBCcfURGCoaM3o{uH(U{)SqUYDEAmUe$4OT}+k34B z_6Hpj`{PuGnUfXR(hwYFjYThgG(g+pNEuQD(4K#@nh!k&)TQvT)$e4N`+eC z#i%LIHd545-y8y^G(v*xr436Rx>w4=^wy_VDRnn8N0>UQn<@!YEi$Do=E6pml>@tF zHXxma&m(+wB*yfeE=F3aNN`M!61Jr_EV2Q+QW4m+s0;mIcCi@Fn^tl6IMOH@^II(W zl&3>_8_<(*t}(dbD*Doqsax9D3bYkU!?>f@=JDTZ2i`zEN09@HwQvu|}s6Zy#j}J-|ZM}(2fZqJJ$5dJzQ*MRJds~+Y zQgnjKdlEpuS2Kw6X|Uw5mZY$WDM+v{jb!)S?}aJFVvZ#>wz%-{{vrr67y_MpN%)UA zq&ERFVVC^!l<3oS4P19WRRaF(E{T??Rh>$TmLxud(@b@6mXqF3Gw)jnc+!ECa#`nzJ_Zc8gSrQ*9$; zNETW4{{Rz(6|CP`ZX}9y>Q|V{d8IbfrCLU-SQOsjUc-i|>Q;p^3X``p)t=C#+8HX$ z3-2HQ0I!TzJmpax1^Qh=3a?98k6FMT$=QYPTzFF_lWQQDNAPXpK{C<&?U)5rHWiSdA7v zXP6wezBN9nO9%==j%-E~vsK@7yFn(FZ7Q)zQAyp;Ys0uQs}Yl~9N7T}nPp+t$nQ_8 zefY*a_5_tZP|MV*3rbDhWuG^3N4-d}`!J1CX#vt+q?pPdE*ye|U-MU|5)nE&wqr2J zX!0ni$JUhokpz9XUVe;~n&l}fI>r2%T~*F4msg}Di!3jSTf}#~ZK^Ge)o2ffTqu(X z#a~k^S&-NRtQ8S&W$~3tlR>GWZ^lhBYLo_sR;~)c>**}-;0L!Av^6SQMM51qq>;B0 zB%2>`)IHY3ca`Sr`1ln#Y2~c9#7cZf+{-$t$#4qD<`{Ok-sWBCJg>6YoUVbnOb}FC>#6n zDw9%_!2+3DLbv>yBxonaB!Yd|VJ@*LN#Rwf(4@AdUd~6*d`6oa_nYIg>9nmlao+r; z{$PIS(vv7Jy1KGbe$2#pl5Tio9APxKD=d;Kuoh8kt#TlRBiLHM+iXH%%4_3OQ34jP zp-Jfu@{X@=EUiwYsA*zVVvw>$l81Qh?cA#<57NeR8$^{CRWg}X)SehnM+s@(<7HcZ z@J<`2(^JB*Oj43JyKr}IPx6NU0Hn=Adr4#vHK9sR_J>dRo)KN)Hl-*tR7fcsreiv7 z-K{%fL}6EmIPuwZC29PmH^PF)hQy3cl|yl-5GKW}LrGUf)>Fr0^;K{@Z;u79>ThrqsPB&A4Z!;`3Y{ZMEMu5}Q}>Wr8Y$z5(z{fhOt^i!q#ETv~kTuS;N{a~&~+l7@(wJIw~mP<}DH$&j`N9poO_JfGiqI+YLGZ5M@ z<=*fRphk|H-9+MrY7+yFYAiYv76x)<5@*I`s{Kk5!g>wHn3-rm?`hpdBlLzbc9)+i z#I7{@J#Dnw++9%~KGkYRxQtU|N0t(o2zJTbIGZdVZsg&l4AEMNr3k3Hq6LaxJU|Cv z3)DxjjB;&KrW_SgLfdEr^fw)2vor+u$1NdX>q%mG1M`hl*{`tjv1B~I;sC8s{x@$0{wro`vqR={R^Oe+mZ-?+apgPsWx@uGo+M>9mU%aQK ze|W~pbG)7AH@x1d4hNiDR+&+QPWE2t=#Lc~TPl4iZp~_zM)w1fu>dy$BQbK#DI#KU zpTrx-C+6^kWomm%66q$PN_BlMH7ZfkuMx{na043MMr2LG*F?;y8>up*`Lv_l6pJ5f zjvXH+)P*5(^3{H&O&=+2OX9WM3bz*S0~#Np`9gw{ktUazBavbj*=gN9i72_hc}T{= zt*KB7RvEj`bzF(WM=6Q50H7_vB}TVBI)$#D z?v^CeYT~Hs)WgtZI*quIR1md;$fR8=_5pF$F}=#nxXLY5XqBpY0?JEBOy&?fR1o`YC_eI z04m(Y`rIBKHik<}ugJ5Aj{C_X$$H6k9m!G9yZ7AVI-G$nDp;;Xlv)6W+?3gTH~Fp& zF8eN_K zRsHG1()3P^t3p*xFf3|f#BKMKQv4n^X>^35LUEgFIgi{=TSbB+6;Rk_pE-)OM2n_8 zm2pdB$D-mk`J)mb<^{lbNAsDqMU%S{(x>Auz@CzC^?}7YE^wsDe?nh)cT^xFQQKb`NJkik8 zgS??e-s6pt=x(V2p1DZr&r$S0m#Z5RJ!~%Q@O}2#|5#%Vfnk>!@8nCpu zF0V40f`t*=p-s3vU{{{U2wgDN;bn6+z7yAr#1VpEVR!lq1?6h>-GKQ^)b zK}TVR%@pLQD-cl{jnDT4tMu(q%5Q6=Lo)37ZuUtisey`@r_%5nU)sQYjU= z6dA!=$A4I8tJ}Igw-{bjic}<`a*_eo2vc&p(s>b^u#F|n!7l{G5Hk1()(_OwC`cnvVpa( zEpf>0hzOOK=qg)vntOFhd&f~jts&M`ezcG_@do(vL?0)0M$3_(tYwE*EVC7Ab&H;& zpI8rO3Az$uCHAsLIe&UupQr?nT%(Don1BSenWz_Mb#qFAExadtgBF)FT~ci?MOKka zszpHxF8R1TKEv^L2|N1QLGQssuBpeAh)agjUOyQMWQ(@(JhxcTRoT+jiiA9aUZtf{ zsEbBrg1yOsQgxS#ezG+W--xqg!`$u(WFD&^IKX%~su* zjWSab;P=Q1yqj8}q&rWX$VU%dU!SCMF0+qGQZ-EucPVSyh1U z9_(5|at(dmQgWp#HAdk}LP8@gN4a45n#zN~F{s7jMrQ zD~ThwNjo6;Uj104z?7a6_LoyPTciC^N3@zSTl)N*0%AF8nT_$8hCnp+b=gd8<(kaI|43jjlM3aaNqXsZmmdDAU&Q-AIiE z*Ak=JHKOS_(3REc>(x%AS6oei;LL=jAdccx6rW+knfZMUyXJJ+QDr{KI-)q@6!J~} zwe?%R$GaP;wG76{F(B4v#^Ljfkkd*}a6wPqi|SE6Lv~?m{LI901p3zzMHY{!Pi;k1 z4&|tZ{mLFW#*gPpqeV;evgLN3`gtj(rN)8nJWFZ!;oTQFX7<}@aVe{n5OkYTq{mnP z0FZ(2!~&}IK}%&dnT7uVl-q%%tot-1{kVk2U1^fF1~U{{3-#ZM{{RdV+EJkD{b7U} zok6C_0bB?_4!4OemZnfB#Ee_ZTUT@}@;dj!jMJIx^O=z1a{WE2i$;{b=_N=bm5MGc zu(-XCUGYnS2+eXLjJT3tacfNA^M*@E79=Qz08p##WD(#khMs7s>Qfa3)nv8F5}SF( z-5u*~ODQAsR1Py$Ityu2g)piSLEZM}KEvb1rE4Vk1LKWK3YAG6oVm#ZP*Rk9!M{Tm zrbdyKB}!C~uybede+(uyB8eIrTyfI6TTLLWzZyY$I=O68tEnpAkQVGw#%{%_w#prg zHY|iGAfsA#SUq6>0OE1EEJQ3Va3(y;eNpFatsy4eOWim8?LFfjMMT817VAk#O~(^QYnOO~mITPHk7Hn!X(j;V#wT`>s2+!D7v9AX3Vo-YvFn^|H< z2~@PQ_s>&jNgaFg1H_C^VL4)AlFfBfAW2Zw#g4**J=-+0NbldTY-w(_COndvNNu=j z1Om3nQb-rMvE{cdym7IK&}Yh6cP$!=OxU5w^P6eVPpzf3bcwh(vG41{X{ebtleCnj z6SQC?7s~nTJ2C)e4JmaJQc|fcuH-*e3vFzM*pDMGdOd|zsTq=;RE~vo;t8Qo0eb=x z;&&ayVWcppoqm+%G__PMsYqqWUm7;`f)neGzK=U%9a5{4xJqqo)Txf6ZXHqyeI)jA z8&S8o;UAw-OQ;Hh!{894J5QcTN$m}*N`dxb67;2NT3qy!+eQQD{BDV&zFg@|Hjt}$ z?9Yf$_(V9Fb26?=(b%gQC95USw5={Tzgl$I9^-67s?xKXR)(NBr0_}9RHn+8bJuh3 z7R9aV^ocT2uB{?!8%ReEa)WY`i{8Oxja~%bmiWJAT;nQrF{p7fWj&{mE#`GbmX#oW zb(9F~-outPCTV%qD(urNkTxhjtk0otF)0(IPg11`3BWa$ah7GQ`mV)|nuiX8rkV*-ey~uoHtaU>7`D4fg4JH15&DvZg7%XIrJ+lBs@6-22~tsR#H-qI zZ+HAV^#7-GxMPR#J$tC@D4@^9mnkH|45w{VyV$R-wg;%xK`ZP*qH+EG0Y2sEqjbDnUUqaON~%lk2~hBA!%{B0KSz4B|&;ePT-5&SOPmY#pb0{p;6UV zlbB^92plmH=+i`}DhSd5JR%FJ(4v&7D+0rCY%rRam|#@m!--FB8}G=nT5ZWKv7sOh zLB$dPI*owb>O3UMLQZRFW&;Q2*oG)JbUdsVEz z5=x(^pE{aXP$5$WmX_|4bf_$qJlGc}pcQ@1?+oR+QspSpvp`Kf=xxn|=P2W4E4Z-%vc8e`6C z3v*kY#%*q+f{=u?Hrql$PL+0Bdvn_op))EFndKOgL1xa(O|`H(*hgjH2i^ybyzS!; z@?K<>Po$Cj&aw~)dQB<7_M#1niWOzr;PTauc~X%ljVIB$iBjrSiHbys`kZ7SIIAtS zMsYlnlW@C>Tb|qAsWoclEnIgaH7%0RXs3mtAqnJ=QE)w=TLoJ%P^%3kime?9Z6Mh$ zwjKbUXHdBZ-HeKv%T;C!BqMtbSrePRt!B>gX_iI8PoIdiR{XEgSwd-(sf<3UPH^BU zZ0@~*Ei15Za8G!?DVaK9IjPE7X{b}lN zR0>Q+R9-=vR^xys>Qil~DJi#A%5FuvJn>(mRAXhCElPS4Cwb@z67?uJeyP3fzUPp? zJZK_d3BsJWY=jLGCCxK(C*RGSBfRnJ|=U$k2vD`v4v zk6xD&gDL4W=GSJF;M{hkE9C*pS6{N`=j9_j)iW7YHkyUSrGaIQe;Vg#Bjk?`c;|(s zHk}%5K-e9viGmJMd4Vz=NERmQTlkWyGW@NFgVYBG<+WPTP)H>~bY4s9Z=( zts#AyhBmWYoga8}=0~?Aq4fm&uWT(T<$P-?8hK!XF4<=`=DAXxjMYUZJ4i0RsS(1$ zQY6@oh$Ap=MPzyK^UiB3tGeN@xYVJ z?TJLABB85%dE3%B#HbZt0*Sva><~nGF&KVaX=@7OMk+0>DzO1V%1P}>+T*kX%wu_7 zz)kkHJSTj3qAh!UxFC-dJ4QSP*WB%aR_E7^Yf&eW!31PY&CW3@xaGDyHnqF)ih#X` zvjh+jd4q^mB((cVjQdQu+LLvMfGM{8@8EGQT&#BX;eBp5o>L?+kdoq?Is%ZD0&U2H zu?G-ZRG`T$ZFpX-6Bj6nX8xWOvq9jXs)ar17TmhvD)OpuD;arH zB141&uJP3w%c5F30Q5+{-G==3IIytgW!jODnUBYNq?XX$m4Vnobc=1xCgZ}x7*@?v zMP`#9Fs_*{8dSa_B|%CYP&#f?eO$Wq+uOD*mbI-IY6?_F+(7>9I9z00*uoTssR;;5 zfjZcc;Ms4p=M;JMI&`tZhVr7g;tG+e9Tlr^5^fEEHo3Q0<%FhvLKKMXE)AqT>l8Xr zl@8EG*6+E;QmWHwH7WvI%@lU&(h#7Q7XcwiBYPC+)2;3E) zYHUt7E-a*!>!tX4k3#Ha$z>>9k%Yyl7M1Rq!*!W!Hl?8QZZkG_;l(>4q|ni`|cUf{R`Wk;3NQb8WYdoc>7mh{H+h9vQ#9+wy?FSLH;d)0Sm|Ds5Yb8(xEMOS#^5u+G#n^=P#_tfUK zGTp|M^9j?j<=AX??Z=fS5?)fHO;l&q>#;SklU21&PC6;cm^nXA>vJYAYVvs8G$q`x8rVO%*gxdWI1}c6~gDAWM0GucN+GsCR%*+lTb*?OTcu z6>P}>SaBNCN42s(&~XETdB-wKpS+eQs##()>Zs?_2C0@n+pDU89Uc-^V^Sv|FEnJT zoOKWRQw^q5W4ySl^Nlei zDIHxNAOstH+uIjs@(SQ>N|{)u2KNYwFOJH4gD(EyaHf49Fkj7O`Ubv`FTkA~#(4V( zAfE(`F;hN8SZeBYt9S$+E*SWjy>klB)}S61K7M90qr=E~ox%LssG1#3Lujg5Wkmf_ zJ#TS77=f7ua)9TXR!S-n_eun)in$+A#0x0Q>+o!Z9pkL~NL49W>r%k+oV%Yb*H_xBtuG(_r2=4~UQXW>(S zYRJFpQQ4{%pCXp9_hw&Wi3j%*f82OP2Qu{Nvs_+Za<3F6I`u6eB}p6IDs4(ifaZSe zPC1u0HwR6AkrOdfl6po%0eXA24^;b(B|^@iy`;Yt!Ejc@_SDmWjka)J>hD$YG7C|7 z#(f5+{Tf1vD{4Ux##a1`slBhyrGE@Ebj;MGBTGpH{okV54WPwnugUdYAq@(SQkrZvwo9?e>?tR4-f^*cS2DF3Zc_ajnxQC_2O!De z$WM4rG2j6hd6=4Xv&XJv=(8G7zn)WTXI32=G!j zKdXi%Qq$C<{{SmFQlBA+C>{kT7gX98_ImUn5D8AyD;jxWAz`<_i$0VNabL#l6!EBW{lSnp&F{( z9K#R&9JbQw)8aZw_Tmg@a#casB#8Aar2BR%FrVVIv2YENY(d|a`*j>nWe$^)g$b!E zPSg?N0J-8gm~M`)auia&@HvOiRnnn|@x#s<)aq483pCu#mk_v0=NKrd3EII;YrdY| ziBReQVb)y9IVwZ3UZP2y-1!GmUJ_l4A{F*Y4Wu3*zgSoX_UQA*P+?}63q7X}vQmVBYgU^7;u!mhw%=w_k=Zml35d}ORR zlljUA4f6g_tXAo16Q)xgN_r`3QuMx&^<7Hb2lS2nF{Yr5$Cjlkba`@{N|cu$mkAnp zx>KYn=8nVw01CJr=M%<#p{bOvt4)&RvIV9C2~nsY3E5`HhI6{B zP@Q0VyceiKMB{rr1b4au$ijAu(~_{e$1ur%I!{oR=GiMkFj4s!=UW7d4>raYq)u59 zUA3Z6fG&1rWP7gq!$QfA$88o085>F>Zw~F`1dJ5^)TtIltUvnwD=8-06bL{;nd})J zt7H{A1kwV}+5jo!c`<@DogyG!B*=3`KpMru7^bfnEjK7V>6DaOX6MBMi;iuKUKr$^ zGQou~p1i?oK>a+|!#xlOz{!`$PiP5zRPavCvSpM$lMSsf%K0iUheRcn&J;BoE zr;UJy%vQ{6KmB`%(G1?llBc|oh%16lfiK1iUD}yd4vB3py8jeK8BB$2K;XVWyOl=3 zn1&PD;cvpv>?)AKdQLRJsYUK0&?Zp(%S{jE#49#^^%-UfuT(u08`;6TE9B*Ts^ugafxHShq7Ps`I;?-6 z&VAhNa>K_X>fqqW2eogHS|Ir$h?d+Sr^8M*xXP+h(hTZJHnN3#-#KhotUi73OCx3C z|50~qZ9X#TcQi%9hiA?ElGbq3qN44owv^1$W~>mf7rG!S7u|}=W^gBU(m`-Vt-dKw z;h$~rO8xp z-&_3DL-C16j_p;k zd6^NA@bbHuGzqQ%8n3U6u+}f)bQWaXJgKS=(LR5ub@C-{dh$=Q5AxrEIr-#B0QlI* znX)+2hs^h9WAkPeJ%*|OOy`|Qh8(~@<17+U5RzU3RX1GTtxYi33V_F3QqR4+hFby3 zCu11O&Mvk{-zCzF-?PIpG^{>;EBDiIbUIaQQlggfD|l{$p+&_SwrN5J;%7=n9BaqZ zb#JPL{sz~!rg}mM4K(_=q_nSX+5NO}HYL|eGce+FGaYHxMrg1;!;ml#<7~d++i@_< zF_RZ*=NQV(B~od{ZHCw(P<%cxFncgq;+hvQ!PjsYXhgtjqGUw`EW|FU>DaC7t z?+CcJW^9jxR7y(Bz;9z;Iur_43a{(Nt~9pbXY(^x9NI9rZ3X%zX7SFpASSEOJ`%R2 zhEiUg8%fONS1yq;IA&)Gos!&NM`fcKcTf2k8tr4#LD0nbu_5M3Mi1B5$$x}`rn7k6 z)Jt_|iP@)Pfcb_q+7NdWX$5DEjh<`Cbt0z{T`|A6DIAqXUcEL@aA;nFN@g`()iI&& z9|g<0;GZgbymd8212-$z`T|3po55^fmI&IXawPY=xcetMR}k9MVtasBUil>k=IFA# z6pT*|sAjtLF6y&mP?lQJVw&lOwoe4uJ_oW{M2pTWKglf7Y#gN&Sw!}~H$Zd&*kS!; za6mPSwzJo$E44`1UZdKd7p4AR90!Ac#z0)+qEe*X>Ko3?>-@4JITIh5*B` z_sNYmoX40Cse7?~%k@7T7Y!b9C=+m~45(TY6!@k}}-? znbLPImZ_x~*k-X7?0V7RYe@`t#1M7WH{N}}9PR~h`B~geD28cgvO+(1cQL=(cb4Lz zH4<{JrlCCE!j!T9t;sn}SzRjzvlKFaZe;_{EfkbBIbkMZ!67*dN_}ju-!>Hp^mLc% zXt^jU)8LD>gY^9Pnyhu~>eb;yyGJVV)E!_;l3+~9-Enw*sOUfg6e-E6G2B(Murz=` zvVkrZnMzL?gwn>g=d+WaZ(nOzH3^l>#(-?xB-rCtZ;unKo#^r<1nx~YLd|xNmFmLbpnk5_f%f;_2ou5F7eUTBYULezr z0;BKECo~>=r_h#G-i}eN=y{t?d08+T^wRTgC%qDN`)cL5A5@8`?|dvYo5~yTei8_g z3MQxzQY;Im5u8j!CwVL-8wIQPc`7ql{pc4lJ6eZ_b`OEKZa-Zm7%JqkB~Pu}_2U$J zxV3~E$L?aKd2QoRTvWOTlcfH>Gc_DVOjEu*AMcL?O(l5gO+TA^z77}tCV=Fq(^IO#4T>;OE3DhEMw-rxdl0D=%W`hQG!w7aVtg7 z{y&Vm#OS{xtkVd{9*-*e=mNVVQF5%fK!Q@aw3-3oK zuD+MlS1j8QCc=kQnjYBovGEuy;Zs5QW7*$bRv!K@>Fx#A^5;{A;SUW_ZL+ziaMsVl z!EO4&iWq?-Vvxj_yw)B+*9`uy%u#)RVLxe~^=s_1`u-CL)KflWdO*W-x4W%^qB=F) z(EVq3`geM0br!AJ=;?2)3gEit{P!9^AlnO1W%RvAn!v|GcB_Bx6o2?)lRl_;;hiep z?TmlXt3)zdx@o~{;X`v|7SMmnzmOM10 z`?s0JUqtMB+eBXeQ%xgb6#QdY_q@_FGwe>-Kg#A9ucPd3HW?}mV`Qb7lg?V#GX59>L)ue3Nj=&4i-0jyC(@3b58N@D_y|J0*ajI3OrVwWMYL* zndz@4@Rbj;ZN9*Ev62?jY-c9_w#eWo)MilYjAO?5@q~53MEQ2d^?>~|CPZgJb0$q@ zS-+hvJhT!kE2Ra_OH#_|!D@i+!Q?zK2?RdU#H-vavZP|!OnZ@3W;yfdcdkG8mjK%a zS3{>PzJ9Py;B$P4!1zt>CCK1k)Ubv$p1N-|eh&H%BWMNn?{(^z);*KOB_E@piHDVD zK_Y>>l@DWj^6U|!HOVYB1}p6YlL2ZP)T5fD2s!Gyd}t71T5!rS&l;&%nD1d0;=~^O z5pR$EU<3FU4-2HY0dg;-fl*(bkaDGrv?fJ8d>tk5X$}`bx%af)kGN!^J(YjT z@$6_&@FA|nlb%@I*tJ(W%T$}?)?ydqM;$sdtae^8dTB83wg5}IudN|Y zBC~d8xk6$`i{*MW+#?2puajHy0JG`}fTck5t^wEZs4UjwRA2qaAOq6u5 zw2%P4HClrRk4jM^qRx9CXY$}L^|4BEhVg6jvdNJSO0Mj$UVK=erWw;y^zD|`mbS-K8{B~ z&w_AgDnWsuzrksteABB%ahBUggfX2?f7V0w!(NptfbTgx$!5d3(Jd7M2Su2T1l z8GE2w<4$crC_ZqB6}tY+LQ6h=RP%y7@mLP9>o2E8HU%2FibmP?-~yWh7!c(gP0TxJPdxd0|@{EVPCGHZnI;mfUE z@zl@Xt%TU3cIL|L)s3I9>$6;H?r@0R(x84q$cn92YAXMWY}UU#J{M#CtuFuerIda$@&iBUOm*(O^A0BrxoC_ zn|P>g)rxb|@(6NIB>9#HagSW29GNC4dWqGv(3O$o+SlK?&g<9H(D@$nO20_T{TGQE z8I!HpWl7E$Y{&ix1b*$XglDdAYo!v2QbZc+FAY2PGl9WkW4=aFVw{1{@HBs> zvH2@Lw#HB);+;ZLexijPg}au&?D4gFA`Jrpzh6uXf0cpAWu+tCY9jGsdaHmmeQl0Z804e96`ul8Z&mDiyBB# z)MC$}_1~BsQC*DmR%hvaG7NUMPxP$_0%TShy%c6D`wJ2l=PGHkOy%!QY!8XS=}ANKwqNDjS5QtoqQgSTHPZUZ-e)tx`v_$eVr! zsU{ltPAV_C|Lo-A6fro(HS_^+EppMA>v120OarmLKJJw=v&FrTSzzS#5dd3q-0F&a z0cMwM5gc=cx(E1SPqQ#q|D`ns#b+9}RxFwAu=5-o`_F(Lm!1>bq8%-qP9R4s&j;%X znW0;tgN0)h<-uLm4B;c_qBQ=P$$tNbB))%=g?;(wsrGv<)#53+&H>Ni-Ub;8mY<2) zOz|Bo{IpQImoogyP)(Z^c~ZtD#%Q1(vai0%?*eJ$n3{T8i3RQse*k+n z>N-ubl+lBJp7JCVP)qlO}XnP%3S*d+F-Z4&G1WA5Eyx4f+M zis3${5*x5&6XZFUGJyyM-XtIQ^7&@t%4ls_dC&ZZv6m!dJ$vr}B%aV&1AkbMtT-h& z2P(@J9?lWcuba&9)r+65>NV*URAWM$H`w`1V@D8M5YmSxn%-24S(1pucw38vW3TrH zSdZu+|Mhf*JcAlPt)Em31Wgqrjfn#=p|T z^%E(ksWijd9nZ*j>zN+o)F&0J+1>7KXF%6a-=VwEpH!k;h-h*Q0*luz-Aj$rDiM<1 zJh_6+&0{n7Rn2FUVjBoFK)OSYQMHu1wE_e*pgr9yA8?o9h^@^AINte3<%;Kc3nD8u z^hyh8mrPwtMi1{I0JpI#=Q%|m)e*BL58^@fz2J2)?OHDHx<< z*mYi_t=nxoKG_cttO zjYfi02hOh4XIGiJP0aE;nW>@0#?1tHdbE@8l-DzC-$AKSX=}-CKnRk{jh`vvKPKr6wEf8vcv%zGH)N(CBepjq@=%C*=oFYtg6ET z`|@j%kslnU)3FHt{kU^q%x!quPB5J-Dt<&mJ8aWBQs*UD&tGw^(wH+1^}Qi@V*D}B z)mpnVf!?y%8m)lV=f1Kf@igP&az1p9`2K=&!xL(UUvt1pI>)+;xGdAn7Lg!%0UuIOQR!QjpICPO@OYmVn=6gCY)#~UyOA(c4&eUIN5|B z9-IRyRU<;bNn>s|Gn=2COdBm|4Ayf-(X!ykJ0E;MgUVkDJTiyto5ij(#8#?WaRWX1 z4K18p%erF(Zzu(rkDv6mev~inb|fSUjA<*0dz2a%>;Q*2*VzpRGl2d?{{bz5*T$Jj za;#<^WTJ+4COcXUn%R0}l1v|xSSG)dl7hjp>!~A4Nhc@NcWquP|?x`vWuGL`g`4?trp!=!>uV}$%Oz?nFf|+_6i#welf?V`xRXv-_qlKfhxnR!V4Uvnt1s^| z$pB^bxD-EFenZt}8dL&=6yIjh9Gw^@e@uNBozelw2Lk`X`Y|;ad~hhxL@W8zn?9G#m=Eg6&h<=ZSwi&uUpM&661x0z3Eg3y zr;jLbIyU(ev}AF^pwF!1$G5T#!l05S-A_Qd5<6MDub8EZY@BVPSHeGOb%O|78x@_{Zk`-HpCzqE zOUC$L1`3dAOiX>I$g_Cuq}3v7&UOLl7WwTL_e#$)i?LF+;uou^F;K9zTTcsY-HVC2 zPvo>*cY(P!QhfU!TCsmN>VQhI>Ge|{FLI0Bd;_?hjsS6*;i{I5g#L*i7uc^alx509 zGJKk-Y+tS%uc^}3iMZ~4_tXiz4xf<9DtI1NEg1)%Gq)2FkKxyr&`PrDsCNy}t4T+Y zbfI4aC+z?i+TWJV)#6AFy5;t%c9Ue-N94;sPc$uBxxdvh}5q3%Q?_(Xe!(`L4+xRwb;*F-+caJe3jXNXOpB_k0o z(5Yq&?P2x=Pg^OW;M-_R7rb}=CEsMP@g#spL|Wa zlMnKT97S`rYKk-*>7dPT4r#LcbjP;wqeY4w*ZO#gL97^`DE%5%wjv8@nZ*iL&;D_k z_}E*YH`~L~BczD37f-;97_}kr^bvv|qiH%z)Nsk`Qh4k@UinrWk=X(%Y*DQfbw7TE zkkS=%fjLHBHVp8hYl=A>_3d*!bO)^GX6^Kk&n!vtUv%(wbkLC%>? zV)aJ!@`Hi+ew-VWPb%ZAy_4pZe@W2lDV9_h$A|jz+nt~K>1~QuuVsE#<+rGgV!R(v zTX#vq?sBKM*ctSQHOeg7H76WTw@cHR4lEH(trcs6lUc|mygz%w6uqVV>~>^Ixigut zT9=rXkh;LwAzTiPGDA_9oO(#gMbR`?cX$FTIIT6!d+n~Bti zA&FkZ{iX_>@%`|g5qx%~x;!cRf)yO1R7=}1-;kME{y-fBLeSsR2?K{Zx@!G>RJ>ah zJjvrfj4A-lcx5nB%?dNbU#FB@Wg6B==sF;&o%Gy1l=HU8`&r(L?z~An%O~(tFIwq& zm>d#cQyIG=oibwsHx{3*d2y21mVn8MQgYCE){@oCV&@Qt+!@2IUmjAgw{`Z$&CaG% zo-5!@JyJrE)vgA-HAqL}qy)=cnGA6xCTV zjCbJ_Ywd-}Hbihn{5h z%nulwtg&O#fMLQDKtYC^m|W9F|2pz>S=J#8rSGcxyQSbIOfp3O{si1-TmNBgf@vrc z|D5w){V)xdC>!?|YvRYa(?7%f*$;ULGMpD7Uh?#8savJ{bcKPng5v)MF2~>9YaAGd zL2|)nC;d&|Q<P zmTI9|r2?5;rI(?We4kdHXWlqG|LVN$F3B_PA7mk+HVvyS(6r)f^LV{d{BJg-DGdVF zMQJHiVprRfX62<-)`pq;_)_YsPOYEu97^Y6+~u6d5dJer!%}IjBrtsgEBCmtOI>Ue zvaQBo`|4~Me&P;6DSRC<+$R!mV5j2Ns3{A{Z_W?;x5QQ2MIpLhG!bpkYY|v-jk!nc zJM>t-O}m)$w3dFD{ab|ZbK$~QfhUa=^vl|4ghHJ+I(;6`V8=B-6 zAvXEV*lR1!F+u{?9T9KDy;}L#0>YUNtqz_iF$cAzt=7dttHkr!rL??H4C#pHNB1R2 zj1mb1SqyNJwsNq&~s2=eD5XRY6{B4=u!k)PQG5QC~kcsYp7_Ww$URHR` z0Xe6O=n0~8INt_A0#(y@C1~A#X&`_vD>T^Az(5Q4r43}Bw^7^N?^z)=?O&PeITo4+ z4X^0GNl@x>JZhGO>{N1>OPYK2Vef6zAAf0^52%`4xP_K-05<_IxDC4;Ap%-g{Ty$f z-k(txCF)v!q5!m<-G069)j`BVb1Z4i>e^90*f_qdMfA92{z}?`rh8^3quwm_<;~UWcj9%_ z9bBCiBz+*(2D*)w{hbz;5t>_~Kf37~B}s697v0FT_@0s5zP`mx|DUZvTVOKX$uxvs z<&73NR(kUDeJ#^Wl(kk~)qHlBsHk+!U;EN_W>CcI>iL4|CC2pARI;h*L`I0dF)S0W znfkX)yEYBMn;}b<(hTB9X3u#+TqSBG{Y$=7sxbjdnb_||{sFHH`_h*;Ai1LD$~kR4 zULBntVGg?IpX-aPj+3$s5)K($WIIe8+TJvZ=^rcXt9<*Hqi8J~_MM}@zl8Ua330wbc3cF7Kc4Qa>(BY!i;yU9ACx$Uuc;*G zWbTrcbGag_!P7D@o(bSNHvE9bctG|40Tkm zU?$IAZ(&4_wo~p>Ytpi^*43-*=MGo>h1o07Q`9FjRlLW5u6U?_=Q1HJXCG5(apKYo zN&DVuocGr59J!~|`VKd*o3Sd~{&13HDI-pHP>9ayp`*(pDB*VFF`I2|V4LA)mVwek ztpoOy@^gCFXhoSn*r+3_Jx+n_k;4rfV<1B0phwyc?>ZFOG(%04P9^P>SGHuI3@GIagSx zR9oKZ7i;AVQszClvua8zLftsFfXGQ!BEySu;?6&+?tyhFh0fq|X)BeFBX6e- zEK^J>i{T>YxjFaatSUGo#c~_>)VKKwjBT1QNdL z=YImIKz%wkq1Qwiib%gJi@3M)@Xoz-T*!WH&PDpi^6J_1jdXb%fMifRY(^*k6a!P1 z!lb=q!i?*KZ`$0rF)lhk^{sZ)vmQ*v_Q@1nn7@lMfdyH@$f4+kLn#B)7g#i+mv!j%W;%|&(t)PkLN%%hE(AMM1jnE2v1Yukc-M@}bzwq;=O70M~=_XMlWouQZf(S7U4UeWTPZvR?9})(~RdVo{pYx zzc=3Rg5Rd8p(DAaS6ULfvB*p*e3QkB*uq!u^86%E;1@}|`Pr*LV6DM7U0im6;TFCj zc8}#lR=f`s_KvNCO%FliC%?K-`Xo9aHd+|dC`#X}u0{~*edEnsm2b>W;qS85Z}%B} z>@q+aZCL>{A`Tm(5Ou(8Ev&!faJR;hCDaQvXgIz+k1|*ke?#l?2bXWEPPL>M9+|~G z73E@1=0kZrlvB%P*-5vLs;;}UE<7~n$H}OZI3En~=;;O2Tgyo^9a7odtY&Dooe2~q zl>hcK`dIj;Px7$WweoxNM$sEBRgu#d&6#zcd+ctok{e!1%~$}y2mVYuT)8zlW z_H|iwTC1n$W_J4%ry8GH33H5Pjh%;I?rC6rNR~o!_6R*4HEW~Q+tE3rHHQ1pDzeiD#pJ6^qjZ;$Sc9CzMz$}e@_)t41oY{7Z}KJg{r3cV_0tbU!G$IbsRNI<}) z9ni3`tZ>aUb2qba_bzR(7?TuSQ#l&7BEn?|Sb2YomF-8IFW;@L7lDpNQQ#<5z;(Sz zXw|gh&)91p4s`hPo0&|eR=0`7x{MV(4m|(L)b~cv7Fs&lG(~d$V*&F$%XVI;hj~fO zMi~k>Zoq5k`y*#_Exb?s9iK+ue+RWMreo&CF)4dZZGiiMtsc!$Wq*Q%TFXui= z7-!P%>kO&+WqgTTGU`2M5@GW!=4rjfc)+}x=;+0Qi!#(K=GQc5*jK6f_TwEOl-8fP z3K<5a+{!A|>JI#dy+$?Pne{!H!raor=sWVA>xHA+5!!m`)az-;F3JBeG_Kvt6l+l} zTO!4hMjcGV9rhckTm$FHV@Jh6J(17pyFb`=m?u9-r##M-i2<}LYb%vuQOH-xMV<9e zw~1xJ4J-||Wzl8ZY?dJogjU`0r)=5hm=AvBokLISQco9)lKg^KwOTro&l7||Qq*gG zo}*8SC=KYsd-wK@+lbgBOBaW)RR$-pn@+thM)uo5=FjuZPfdbeYu{C_H$@uzOuwY- z-`hlISw-^`{@jv}@1pZzMrBY*EZBY`L?|Ptt4{{T%Bd=0f8WTgZJ^SFV46qUwpz_S|(Sp zlf0D@pvJzOa3GXTsoA1ALh;RkAwN(rQGATOqHR3EJ158E1jeF;cZ!h}e|;nYo`F!P zgih)^eq5-N_rlo!W}|2Gf-aic#Gy92@MUliV_;z%`1)sls(eyZzXe zxxBDG-^cm~bPWCE8+pe3-syVH0xRE*9}LS_AGYxC@;i@tVec~k(|_AR^7S}75ZtgK zYxS=NIKkTVLh=hB3sOyQQ->7V6cS@g`D+`bbjOs&{MwNfLPuMI+5^>yuBA(-d`?CZ zlUkEE3*kl3pM9crMCZe(ltUVy+;C+5Lz|h~ib1(P5odv;=2AqJ zRH-^;kREbWuo+%sh3SIuZ{{?8B{1vI%i^>p!Kc9JgScsvR2@afB0}U zo|uUfgEk*3T;}wWdGj}8kO#k7XS=VN_~|;n*r!)|s@J`z_8J`Va8rQ~Mc zFy+?{f2z*p%f1=T_K)&Q)7i;2NHC8AOeGr~xoLaNfZWI;*Pq5HW}6W`=LCd*25qeZ z4Fl#T>O~#fXzSR=6zM1y?e3+KM?fnLb8=tm*}f>fg$$4oClj900VB8^xmmJ-4Cax}Bt`V7j5@Pb%?^(H{`xX& zC!qnpZNYdN6cOwNzN2Ljo*}0Z0o7bman7N0ZD|AvJB9!_k(n=0bWBX&gGCqXJ7}TK zy0>5x%brWgyYIxmmRlbZZivUtBMH2ym+&YfyzGX3Gj~YWv7Y)(k|RO>E;YvS>ioh$ zNY*{rO($BuWFdPchIANGce`^81LdV26ERttdFatd$$10>ndH<~(;7ge!r?bkdJk8^ zOXJ(=Uv^p_D$@mfnF$`A3>xf4$FRWj3`IWau}`>f`6yfLJXK=Syrc%wjPTx>GM3~z zD7z%DHdC^};bG2ex^W3gBY*?vN?o91#jqcnZ~E>$&Xd{B#Nfq>ioQSftC%{iXC?1c zR0F!?g>Q<*_$)q}!z%7!l$fVU`}9!ny-{G-&R6T`PKjrh&bB3Bm7cS2k}NAFM{|lF z7z>cpCy{&9h}H)TXW2;K6GAOKucfc?Hycw}@VkPZ+`_l-znDr0bT{5)vjJ2GOr+2! z)Q+i=n-+pW$={?L`?r+}Eg@EfY^hfMT>|?pV!|jh zgku6!ZgM?~SbF!x#V{vgAuJ!z6^>T|H{0-DNta}?{hj_Jhk8g}YQx;TqqCEWi7w%clyE_4>rzw z6w0h?sb$sOjE;K3axr^kDHx9HvDUgHUT32)fc<+}!BOru()IgQHGZ;xEoh`9Oqk=x zc+s45L5zi9H0pCvndGnKPe2GYKBs4S${#^~{qS0=5!WG*;M8=){xl97)#i)wEzW&f z+0d{SA_32;5mE2m%q2bIzI}9xYJBW;W&;RQ5_@kW!mgA1KMZk;*>*x>ZT|AfWAPjS zC<=hc?q+e6CS*ZT9&f~8&bVbYOC-!7QDq})cgGN9$5Qt!xX^{yjU*bLz?gCqosFe; zOv`nmdqoH^6yqL6LIFV5q*yffK^ayf2i8bx`+hy;H%|K-R{|z}hE}AroQGq19;_z! zBIntk1*Ool(errpWVQ%E3=)L3Nz%Q>q4pH!`ow8P7799RzR{rrfy zA97of^&hdg7{p#>06Ui&%{SG;g+M1;4}P!7c4obuUwgaWz17sl9O3HmGgmocSIf*K z*yOm|up|`Y_sjE@Sl)vsB7bzl#Mf)_pCsNcTl+jEgDJN>C4{xL1-0RP6`#>^YMBCRVKWq`-2VvAn01%) z6#5$wlBt~+O=n;L2?EHcTS=JXAP^tB z0eqA;Kmo+*Nk~WpgOyuSMGW50^VJ2d*SIM10W|-fxj8ROojnn?ZM?c3uv9C5iN zW7wReFgBH(^#-l1UX%aCHcX#+A^sI}0*cgiTe$cSW8$~%6<4jPGrmVuR}mY(!8?B? z#lL6&EUu%tTe%KuNS+|Q@8g?rBAfb%{SZtUVb;G7{%Kd9Hfg16s^{&I(WJlhn$YOq zb_d3>8FsOU;6!~63BbqL9b;*HhR-I|alRX3H~+vK^j>nDYyD~ATd8@Q6=-_2KJt+j zmul9IQn&Lk691C-dR$rKu_d)(QgXfSS(%%A09$fXXiot1n@?FStn_zYKep*J2?H@B z@pCnvqtN<)#J+9`zo|%f;M+d>{J*8rIrGEE&c>%M0Q|$K36;%!;1fKxZr~jF{E8-e z<^K!Wo)OcFtnASXKMhL%Pe1lC4TR_zAWu7!&DcwcgP;I{m^{8@E^n~I3;o{PVJrG0 zE(aEz27d)*`!`tSjNh#Rd?V_-FaXl08C|RD zQ2#PImO((-w%?g09ct;n0X*p>Jlv#M-q>Z>S_>fz5MWAV8(cMj$i-neQq!hOWHVkg z!ZYy0qNd#Zm1j)uUT5agOUeD(Eaqe<$|TbZ)CtrhOwzcOf8*I6H&upqwU)@HT26-_ zQMqQRae~6iHt4gj#SleEnZr>wTf-+#7G?(E4@32i(2;{8y_!Aw&If$tzSZ`Dpg{O) z&307nR#TCrK-R_%le80~8rz$aIDM0EKCA|Oww8oL*p5r50gg3uWpC@dD|QzE&+zI4 zz=AcQZ#1?RL^yIyzJFv@V<1Cqs`PUky(6Syc~?O5OTRg^yIKFY){Ix7ztMDuOd%=p z$~Dmf3yU=ujif@!mw3nP6mz#F%~@ElgIb1z;EEtk&HG|WgUhZ|=FA?YU0Aj9fi!LR zjdI&)zCz){v0PlrU*`l-zV?vOot3#8xPmw(jWN7jU5sxty8c9C^|8as_W+bNbNQ%&S{%N;!U{CN1hjv0o; zS7U~=)$%$iJK>%B^)XE3{r)%+p{bbyP$Mz2EZ1XwHTfA+KcvIzw`$G6H-7V5qU!l2l$W5%9pf`K|1Gm_XdC~gac@N7Sh zsMN!gXy?9!-iMQg$-+aH_*89jH&euUH@W~AK+R_7?mK3O#so2wpHvBQ0{T2}UiNZ@ zrJ{7`kyXGu(KIQ{P>w^u0bg>tu>~<-BDL&`uBU^`AYAK~pJ)%t%Wo)BTnu^*Vb-U? zxvLH)L(w-97V|N8n&f37)8vnw&=Ucj+uE71>=Tuk+nz4PS@Vz`&J*%&q{1`MQDyuT z*hFs8kL&j)Cq`xg1ea?k>JG$NrZ9pMJ#^gU;Tee6(O57`Wp{5{18w4HW$l(wxui(+ zx6usNk=3K(Id6>5q>~`!(ii#ML_(ftWjmG-layO2y^625Z%z_jV+^M5?S?xou<@4v&2Wuw!Yl*YO? zd4e~&>GCU`(G^HX!r(&cQr4^8=y5Tipz-b$lAEgDXjKb(64`v2NhT5P+F-lMj^Ntb zdHAj^_C*jk+GH&Rvl6^iu0)oFnERAFHu9Mh1kjF6a8~i-RrD3<@Tt?5qoD`wg>Y+WY5K(M%goMtP8f zwl5UB>t3o^`F#{tQysI+9D)+*9{}-mAC+06SV!xPcO;qBHLCK)ztI({!Falh)1H`a zB*=x@UAi%2Jumw^fF&r-M-NuLp{X5`k-MqF;_|TugoO%VAg!cArQLdbVgv!{k;C|}$}l2? zj&#<#OIjBR^y|@mt>=_n+X+Ldr*MN}W==DeFpy9d#>`3xjhH3nmai)RN}$dotl=5a zOH>f{dDqn$X;>@QXwA$^(YvCw-FLk5;5lBD=RT!m6$g&vnsX9O*Y{pTI9}jE+)=-(sN7*-+N>T_KLX=xM4HKnRi*a6|^RJxT!$w zGE=I6-45$eT<6bXv5lUv=N(>E?M)<}6uE5%S3pSk+;t*mVp+Ri+eosFaAggXDM zppW^eoQGPsKt)Z;xu+`x{rIs>_`QnxU1t7u2E`7f3?P1HoJ0yT$;=oqA7~?m(>bV_ zlBy+86iIrYs&(GnA{}K1dW9o>EvjJ&$0N<1pSCU!M(i!6Kte&RRp7Uhmo&RuM>b4p zA_^gz(z@LpG&L5x!RhW&odWF}gEx#WA!gUFg6L7}U+hZ=2RG&4p4UXIl{6%rjyauu z#3~0aB67#;;KNzN7Qq6!;x!ML^7Wo6lMJnK>>!6VR<1E2au!C3M&=)G2PsS zMU*2)Nn_u$>1OtZM>RO%kk@IrKe0R4wRAH<%OZ1S<|VCL)7Fa;|81Jje^@(;e5pnU zC3su2=GxF}ck0)wvoAU91HCdhRqnur-9hUy)U2Ok4{itK0W}6dN-nQF3!wKVW4rve z(so^ZA@FGfmy+7@_aths3n2++Wwt*)MOC6$XKY3&_nNfNpv9rQN?fWC?Ub5ShgNrw znYtztovLgRLZfVq2c}V`*MjftxfdDWg_kC+*O&*2f-`k%&tCXiE#g+w5zn}F zNS9=JG+RKOPoK0gXX_#F%))Y|B`9teIaTyQXseYUEs_SBIAr_SELI|R34Jv zBo%RvS}rW~1nRjI$^yp7L<{*TiRwhp`rpq&?_t>!+`cMED$6Kz>#>0q%rqf0C=w&uj zR@uw=Hg46ZZk(@%s!X^-%N94PCU>DcGGO0AE*;lay?-^nZXS-Kap|+GV1^|A@$8Wn z?@C>t@IUU7W`1pmV5}gG@r}!E4;j(H0ukbE&V}@c=kT}2jebTMLY`c_$s3A))84&j zW-oDw$Y<+K2YzRk2mz_)_PX^yIQN`Acp+ku#?*YYK4raA7(k>O!gb2&wNbcwA6}|} z3?*@anZFy4Jh;}-Xt>++vr`Yy2aAl|Kg}WeWasPZ}5ZyNtFOAsC6`i zu+VTL21`Kwwp)6+x`bAQH@diCQ$Ff^Hf&=@r644`WG>0`iZPAoDwZ#AF(*yt@(=j0 z`2qxte;|}u$a*b2Cov!eSIFI&O^$EkieuBVKxLBtX;fZBD|dCV>LOoi)etHMIKY6r zSKh>)G<143Dj#LMHj>u3yQZR;Mf*M@Qj4wIS- z^2E}*6F&^a&*$q^tL^z~PktIY5JdZ=oQ+jAxXFm(UGgTN^y)5EsT;^|L^pX-QB49fMUh*m}i*i_T-ts#i07~au8PfKRfr?j#g z5p0W_@q3I8=J9i_>t9}L?RG}{2E-e%HE{eDly9V_&ae@cw4aw1efSjwb8e|dLmmjU z?HgXw?m7zrc^Ata{Xnws>2SCQBNK~_z5<_>S^xA;AmyrkREA@|5nqYg^7!nnCkUHu z98(rVA73E;hqbqgYO4#|wb8afaci;Skl^kVhXhZ8LvbjQ;8vu?-GXZi1PSggEpCP4 z5TLk21#6+S@1MPo{yp~L{&Fx!PI59wRx;PU?&rEF7HJ^m!-q<%t~iXZRwNZS>=(w% z3>6mQVz4Ln?%yr_Y8J1$#JkiN+i=eJ@o=ARr-#~0qa7dm9>r`ppT4$88D!J_6m?dU zg35aE)LLT;5l0c?5KrLTU^Yp(O2lf2*!A-TY~9(S%58P8R3;vm`WCVJuu^IA2T=<- z(ZhCkRd=}v@JP_?`y>~^>C+e3@{~25u}clAc}kS$5p&2!`$7U2_evu@J*(gM2g4#^ zh~5)3$>-s=y=m^dcNS)e88Ebu8R4hrEiqrcg<4<~%}GyuhZOVQ#TKLlK2nX}$x3go zL)2Y_HuiHpH>#i~933YY-GeTp8tS-5)GcVYKnxz^-`%y}=z_%2^E=vj1%zNCCl!^< zK2`(>U-x@s(;qLH;~RRL5nF^NzoNtm29 zwJSwbE9eT%nR3ru2|a4yK)%%tQ&a!ii7OXvmCxyM zyrk@+-Bet8`v=U(BpE949k?&HhCZowtArihN#4SR;03JUjh3h3F!I>oU|-MdT#fhB zJ7zWt3P#NxiEJXQ6?))ZjYqXbU%K@(ejBjYi;p53*B$j>_#;3N-mjf+ctKa^M=4N4 zGPaNB#JYNIq?HRJ!nOi8C6b0Dyjq+%N>Y*pDS;P?hA*zO@Kkzt4(YJ;lvv$-NE?^R zKAzEdBJN6G*KU(~jS;$TAkSctQ*n%zRD6z0cH>Jy^)^Lj6zA$Uz5OI1Wp&AVWojl` zCfSjhtC2zr(?o)JaCRG7^Hr1EqZXOqMEd9G3nsFz+}wDOKZBcA4lM15!H)cHBo1SP zvl7(Nm>Dv+>=`$_*E?8nl>fsSBB0FU2(hWL7-A9HjM(`1K%wL= z`S}`hcd-C~S zV5gk`}}@nztrD4@b`CzGBRl1J|^F+Kn0u{148Q{7mZ|0C(z z-)HkF#0FYp_GvbsA_*w|UlzMih6cm3aiN8Bfh=AZbAMj1ml7a3-T=zDXTr+#4;}eb zv5BqbJ$D)vNA=l-hLsZv2^#kbC7>Up(@R)?cbwT6VAxKXA+HJwc}^C2ISBo!{kV-G z;3&-WDA!AU8j5aOBCzP|uYi*Q$&!MajNu(2Rl2PtysNrc_U;{UFtDENlLN zx~v?o+}Hpsz^`m2^M5vv%C{^5Hch)Rj&4mN{Bt{+b-sS9%OAu4F&h-M!63i&Gl-*}csaZ>N|2gA~10&VR?@GQ8jxx5Y zG2n(QH>KudYL>+p#sXm5w*eE!!E%Lu`8VgQN zuFt}?pWHdomAkMb&7JmQ82xM3%K_j^n^0+FjyaYa`O}MQ+c>hECPpeZ$*d{p^gA=J z_sOYOo?@!gY^Aw)XI43DW@h!n{U|@AOr3~}MoZM7#4a1v{i&lB{nB4_3c7cQ!LK_! zg5Buly=PqY8PCNMJijY;s(3gIN2@e z&L2%E?j;h6NgSX_<6dRx70E^gxmR)ib2=QmGD>J;=sj<&s8pp~36%}Zk9ZKW3lWH? z4e1?r&5MOp0HSmq07MXCK~3|wKh7Q#>psa%7ko|l4R^D^9bU$JO;vMPD?am!>DQKg zZ&~@lVHNb$;IJal>uE+q%*~P;g{;b$J^WTtx^F-y70_7a=S#>LVp4>XsYEEdGDQE; ztM#7c&I4C}roB&A#HT$byv$NZ)<69~y*%{LfK`;|)QY&2PlKwkl|iGlp`Y{gf>|bR z+CNhR*$)`+mrc*QMj*lvp67khr@#{8pZJvkl|PU9ekaxq$5_PM%!xKJ z6j()V3`nRIY0QqJq;qI6_t_QELvdek+diFggs{F9I%Ieas|GI^ClpPV2}Rw%RA_^r zGkEpz8S!RR1HjwFR^FnmbjHYaOx&iVTrFjLN;(G;-p{NXFN^g(M&=%s6lq!@PBPaY zJ;a%4ao%nr)OIF=PKVy5q0W}c#uz$U`BD-b_PEUe)|&=Dz_quNM}Y|o5?v{i@WHcl z*mJ$?DYSrm`U;wFP3s#$gIxN{G7AE=OTidI31*SFk5$7jY8{w>Z8w~f0vZpdryV2`f|N_Z#^1- zP-8?yK>OxShihz=qi&u!gI`3Q3ulRL3-PDWVcr7E(`X3Vcj9T(LUo3@Llxnu*Cq&V zyqau65Qct%V1rc&4bGn@H~@GxCetV?vR~?!4Ww$*jk*4$VR}1fSl&+kvsy*P3eLHO zl9KgUCaovuXcwtisXBWx_sT*`t2r+%;=_A9S;%{wT`ZE0iYw&_YrWx= z?bV=4BgWhG7G-AMc@zCdW2pIe-y$zf-Z8ndh$g+Crk6F{_8CBaKKNsYzqpaN+k!n$ zw7_uPqhqpipcl{8UHVdYYK%DaI#KhpQjUVOQC~r6aR{7I5g7VeB3!VWb58Q{6< zjsaXpjPavP|8cFJ6JuAh2*;Bq3@%6P^I_3F5(r+_FbS?8jvs0ANXOR|TeeP`mHey9 z%n9GMyfn+jXp+^4wG&If6G-nPezQsr$B{8ndQk4QBcAm25zTI%f-BKuYlYe(%MN@R z^LCSIn%j3}y3QhVg&@D|SLV_v(v%`qmADOWaCg@htrml9wRtcgim7m4Yi4IX{D>iQ zK&#q`b=#Qp{IOuk9Yvsqo*LZkNx~nhHNW{)tXRwku4%9y?8CmYMOh<$V8G}l_*rDg zO%D~Dw&%i0ZI{tD5-Tt=mcl3Ay}$$OtSZuTuM+@(r09%V&s@|tx&I&@33}Dk_2}zj z$?}l~DT#Hc4>4L+?S}BFwyN985Jlco0IG^0KDD?ppzwS3#Z?Q~g~3Xg0*OPksD9%x zJ@iWNz9fWrv9Y8FYJj?Od1D-WZ;`PLPoxzRAJU#?6Y6>dbwE9jxp?QlU{};ttajrq zx8vg*FYyE~CR(GS)Gfxsn-PqJ8Ke=@m6N=~T{Xo+sMiY}IP)C_ip?FuDvF~&!aMQ} z1#^tk9c4QB3JNUT9bv|hDj;l_rp7B&=hl<|)<%Ah(41IjiBl`jcY}w{Bp5#`mP452 zB5|*cx4G;%pN^}wwI-UP50C>*}gyiq2s;ETrO?#5#C8jCjQ@=jZ1PlNnqo zD9my+krY?X|B`M}f;s(m1vuEJre?bM1dR7SXSS}n6qYW2NT1+jDcMBXF}d=e27i3g z$Tv5$^HkP6?eQWpo6SGFY`G@s>Sn*vaKo?hbIN0IMDbbIyx293TeNZIcpT~+)#PmPxUsdz1zWT| ziBEG&{jt568_s{7M!4Gbu<|JJ7vWR$1oZX01k^7*hsU6=70rR~j2hz{K3@>&!lJqU z%`36~)B+0hTAnAAGb(5nDXey-6z0wde<3lmCI%TWb6wa#5vpEI3O06=o3aHKl^v3a z#;I&MNV;rnHAF5srdi`G0N3Zgjt&2n@vdY>JoH5YId&z>~a>~oU zEc~@@3w6-YR2L;-(`V!KA#g9*vT3OHoK8R+z5T0*U>AydahqX(2l8^CNIGe~^upB_ zR~+)V5Y%L6bP%hW=bpz3Rx%Cs)&Bv(5|2Qg_(p96$#<)fv0e63Mu0@bOBCHC&4+aX z*gFBCE9OqEZ-h#JEuAxb;7&%I((~p86gbgz#MT;HT<(m#?g2#fjPQ1TSgd!Zw41lP z6PqToh%fGg5#{35D!+>|C-!1IY8PP8iGJ>P`TpuDkZHCqO5G?Sah!>Ru7!wCr zA2@sq=ZF0w%}{-$gIG;NSEboEAkK@R(WfhGqR*;I!4D_AyhMStI7o!XhbQ>%_QWxZ zRjG3O|9Y5)w75G;V`-H31Bj*ZbJVke_g%cxPQX=&f3xOn5;G(kyHJi zFzS!zcv%G+XWYE=(aTlKfAcj?Hs@SaU=Z>0vi#-GUehTrXYJ*^IR~@{dJpAFbk@im zIWR!I&)A#QUc$`FNRWl~&13#lezZefGqg$PIE^G4$Dyo5IW}0yi+oA@&>dmoWx@;Z z&DV79eq2{cIcHibt)oG!WDgFD$1ZLrZaO82o?Zi8e)xT?9)Xq%(+2G3*x{GH`N_kv zB(u}mXGyq2+Nbj*r0vViRD$j*h~QL_DcUuv!Z&JCU#rmVi;b@o>(lB%xY+c4Khd7& zy$~B&_Z}kEBx!<#cq?mRwu8l(y^TG;66l?hL!=6XvVmE{%grPFd@ha>a`e~AxmtGROs!al*D+9WPg-p5wiGl6y|a~54+C$I)sz}dxt)jUtu3Y6-ZFljf`o&j$%>QK2#Ejv$)b{AT>(H3aC^( zK2AozYT%tB+pAxVa7i{5d{{BojT65s(!9vqaW4MPPe@wMF`*Aq6OnlkIB)q6v<8_yV?45-I!RMmIsrn&iE zrlx2li#^l7AHAz0FD}4*ora#K<=|e|RgxqLp{6GGOa8>24Zm)Fk;q2HA-_j1>Bly@ z2tgHp(GaAWUeQCB7_`8|kv~uLQ&vd^X1wq|Ik%}y{#++ZNLjHDR!%rbrf&W(H7pi7dAd|D z_H)^BENR9S07jB8`J1wG5v}A&>fPTm;NQGtXf|q!ZJxVX2Gzg=>|oBV1JA9{ z=2{T)fL^E~dT60$Bnt>ytKb_!^-tA7_nv_hW(VN;% z8X1sCNdox!fBiIgV_n`(U!VgqeRI<-M0=vrIQxujW8PZurkfYPo6eKZ%)EHlf!^)< zR(HNJvjS|m3T-yl^e;&Hpb75Ljm~y6a)xSF0kX?apVo6MU{Ty=Go#L>zQGJVCK& zDr$yHjwAJ@wfe+7h}ZHrZWN9CtYDt0id7mx_AH6^K1y1KZZfO${L9WA2l)0`kAaW6 zf7GdK7xGz-PUd@wbc2XBNPZA~$MbY=@>&V@?Lu;WaW!`>V_kCZ zLL_ikMWXfjjhg38#Dut@C;8$EV5HwBvu!2WUzG{NPWJ5#+lT@)H9nmbv=M**!MYy_ z;jEOwA!c5qVzGFTU%ksuO1qp=oFek;ACTmamvpk9#?|fBU_9i_I>Dw+(jrS;K%6s* z`VvJ2ut}~{0(E1xHi6g4*-qWpzf$wZeSaZ(8!?>Kdd}sV&{o%VKhviq($f|3Ug7_m zf=sxlr@)SLFh6la}SJ(Gio(=4w%> z7l!eijLCo1gMSRKQMqdRbeHwTZ-<525fz!~d@$mVc;Dl>PLs$>+G)m-yvsX1kx6;t z-tb)g3yrqAuCy{U6=6L>wl3@(9%)+En>A9tdV+cr4>cN9)!$u4WJ$ zTvfmJ%o+}2k}~Hx;NoxqZe~9kouuEA$$afMoB9FEfObKV>Y)8Y-^q}2Qdew*cL)Dy zDl*|XJ$wpc$b6Cac(x?QaS;MTa#N7m4pkyQK9+mzwCp$J!(H|qu9blsubzSKGAP75 zDq6%n>;IFOVzZ04piv+b@0xRnu->zHLR#hV8DL`gjg#~)IoimrYA`LctuA)Z?@_Tz zn%2WYC$ov(s_SPM2r5!ds;T;|5@HTPemH)#jtxv}KX|k?+0p9C%si6$rTcr^xUN&r zLV&zfT^;x{LiOT1=MUN3{qG?qOBxcda+}!W`DX0;i4)0i>K3LcCoJ#&u3o;+<(5S* zq#rJ16a7BE&&KF4w~gO!twqBX&&ZEcULh1_iH0fmOdcI@ao>~Pp>TISmqbf-HL27U z+V`{GCM$)sx9nnOBF_z^otraEkx@D%jAZt4GJbKoU~X+ZZ}Jy`h$b>j+%u)GKkXx5 z<(@LQoY=@_xpY%Svt4{Yqn?w*jIH^!(-^h5`@ueQh&cK-$5Jqo3rul#`OHBgl$8Jr z*vh#aSvDIwPf(g6)^rc8S~~qcKKRC}lj90BEZYl!;MthCu=uAH2zTsZpV!~g$ys!% z{K6a&lj3W#@}?P-d7`?(+C32x@Zob&gQVHxdAz3+d<5>!T0PmGgZJ^F$(f21cm25| zUKp{3gV7*jq9-{H-7EHpNY9eVDf&lyUQJSM!-&^jXu|@io9U}o5+oe1F?hm?L$1)% zKE@qser3zTp8Y&mSjg7DY2Uu}=Y4KMq1^=iN? z_n$0wAj@@%fJvC4rV?b9Fb(NP;}uD{D5U192%aB%GQ0L1vj7p}i9ijAr%Cl~^G285 z8hHA&fEl7asrDhzL;MIt%u#iNS>DP@<(CViA);i2ikP}m|AH-+w*vT>1NyQ$3_rCUX7T%=aqPuSCUX`dZ-P^5_W*KJG$Q7n?ZX`CnF$vL!qd82ee!gRFirm4gnFN3!T|+yNUEy&FK=l6?L?RpIf75QtMjosE@OZ=NKX+(n0mFgUXcN8=YoAR+@d+Z`ODcts-V0ncbmr4)TTl5k|^jG-rE~DTpE8(r0ex`-n^N75vxcOwHg!IJsUb0 z^Fh<`dlEz6bHk*pT6>162n!do2eWkxdDwuHdDCa`mxjJgQ+bOPs7H6l5W|Hg{~^zm z-@cS)HOhs`LRpg8{7XQ`8>29bbrRPgaEpFQj(rT!u(*TJEBl4YLKp~K+jDUV?)74~ zQtt$+08hN&0u1?YHBR+k8*t*@P2Soj6P>tATB78OcvrkatF7xd?qhTBqMwv{SbYr2(Gi3v!Z7-e*(`rH%k{XXpzXzIy z;_Okp*H^RyRi*K8xN2W>?9cUydhbsFtGe^E&8r(qHpf5~<&6laH?Qwjs(`R;62WVddK*>X?T(=Pye#(J$d~(;?;G2sLJk2n6 ztc{jw7fOq#dUE`ey>{qrV+3KE+`ZiGo{HsuwK1jS(D#6M8`hhQnH8&S02r(#g~7*j za~_k}PBrUQbf>BQ+ka<`T2DL5w5rX{W{7XI;t zmWwE;Qu8yP0^7FU-`@@6)7ar!3O-)gGEyb#O_?M_e@3-R78y*$8eoeGIa7O2WRUr% zb%n9pO6@SJ0_@>UoZ(10Aje`KVkoE1DZ0QDugovCmKu)lZY`ms^h8j?vi-X6KAJR! zQuabi_})d-2<&oTb@&WOxkzr{fec{!q_=Vuvj}{6MnGKn7=6j8MU+GMr8PX5@#@j9 z{hG_RpKfJyl!{3e9~3vtT^DnhVLbC^dT=*F9N441Quug460mx%FqVyKTY$X1)vB$8 zwR*EGeL(SFnVY>}g~MrlI8k0QXx-0)AO^TytBWoZeUlCq)>iRKuaY)6+4S#=#izw` z@&tVjsj_z&AZ`qkT9l-HAv?Z#KAsI5eRRuD2}7?3j3vQ9js^*tx?J%qkdN+q|sgAi%L!6 zHQG?(unQnq_j0$^%dZ~JgPJ?<7?9s9&l-gjUQ)JK`0BJeGC!uN9J)zGZ6H)>7)~4+o_#!ls;HZE+m*GLQf+7jw>41-M=)3V;SAfHT|sRc zVOONjPOuqlLYIApqNJ0)f7I~tFWym3%n6|#Y@Z@f?$xGV$1Z{2RsI>p?o3S^!Q=i7;oOQvlj-=2s(E^HQ9N4e>TYqd)- zsGEyG-&IUo0U2>YZbxaXr!nPodhU?ry}G-tl0+R)lLN_E8s?&_xr1doBs%YsP%r!d zQ3Cyq7S9lcwHLd8oAa#Eb_H!^#0*=)Q+}DunxIx>`)x;{%)z2Q}| zBpV*Up|}}+uM7P82aCT_$bL4WWRWdiVd--@@<+!0%PHwcgQN9`C%-^xGq{6=2q1ASBX5FWlYP2e$+F@Y`=c5olxSpnFpnJMVjKMqw|0VqK|o*tdhU zEDvIQ*qEwi_6~0KAC3!_RuosuJyiJr4`=?jb`_h!U{O}sak7Xf|ILATX5n+L$c} zRjQMn;VZZTd3W}m)rZ->7xB+5$W}mo9O^(xzU$b=-N1*#FP}M z2e6MhUQDDBLdJ%V?3@m@26;M1^Oxkz@9DLsl{a3DW_|G6vVl&hA_f8ddeuu+V%B9f zI;(8RlcdwY7BF4YS3>gL@yJa1%fT%A{sp_>4pg7g6bJdf^-C$lTC4*q8r~ z)2iiPz?)X6WTCFM`>E9Z5wmNgdVDqj@71eH3EHvZH||;G^S-iW0r?Q$>jK?(j1f2l z9+qtXrRV1sd5cm)vXk>m-DAnA( zEP|99EDs;Z$SR1c?C9Zg_B<4k=KHW^_3h?i67{$q6PTW$=R*mt@ zvq656`&zt{P5EvqQPBh`#RF1US4t{4GXOK5{z5)#{|^TX{s+?%8#(ciLA|V#espM+ zFPmI!ynSj#!2z-*m#o-y8IEQfW{k!kk4!kQ=Q7+Mx2!sVoq#v>)#WAlg0G_!OzxF- z?B#(A>7nSm7kP37j(?bS1x~Wy`Q5I6IkBcUx*BATRt}p?SPOfiej3UZu`^0_(bF5ZbIupDrDYD7pO8B7nyRh$g3j)`X&*EjJ~3#O)V^cwZDgL)#46_dYPl6zW%1y>nr?q zEpp5?0~_#d8GTsNs%SHTaGjRTrj;CKJR=kU^Xz9#S-a8>m;#3--GX9b8Z=EP>D;*r z@VW4#`fj`AIR8~KyFP1NYWYmqEtVIo;5gws@g3!s@0#S3zSiLVZG7cqQz9*|K&E%%3 zv z_M>l#3$k<&((^rw$h+}_{*|pKo5|U0wPLW69x97dy{wVY43sO~e3=bZeT}6@M^ZeN ztB$JhR9k-U=*EpNsihCzVMVIc3UoI2*VTHCD5it7s0E8O{tEdPjdW5Hp8&*Vb)t+p znsNp2qP;j2W|;pi+dV5&D0Tm};{*iqK$cHnE&w7yE~)+c(vr!;$(M4)OfPe67j5HV zL|S>I!){PLF1?E7Blw1H7nO82YjUmE44c!WkvamDL%FI)y9P1$_yBv8tpM!^E8B9j z$;Qy&p>L#4hPy^ocKbg}c<)ZOjb;TD1b=R_TyrU|6|I+Ky7Txd)T_2XUN;AsM~f+I z=>1Off4OOVV0Jq)GHU5?Dx2r$APL^=5xV8lYRX?|W2Q~LdobXofj1x(&IW3!ZOqh0IsWTkO#wBvcZz3h) zN~FA6In*kY?k;=`n5#P15z_$Cd^>17J-q8?wr2g6Zkb>oNiMChzuMt1aQn9@Hw1wO zoc@Jv2q)U>pQo0E150y8$Lm`=M{dj8v{p6bmASjBy8@c??Oek*2G2HLcj^65VwY_{ z0C8uNoa^el4{!dhGjUB*Zmc!lLa69 z9_$!Y;wF@<)fZZ&S>>GV@DJXyFL!0-?Y4NR|`mCw1iUoEd2N)Fy9xwk>R z_$&CUeJlH%Scr(|&lqZH-sAd2zsifanr%MCKzr2uh|!y7Ccr9vW5I{7uvKv|Sq=x?sh z+9^ZZ5oTV&Xnc?SjJ5F-*6>9Scez+-%}@%GQ#PB{q5SZFxdEzg{7)6n`Jl?`D0++? zuBI9PQS#6~`Z%4kbm8s;TZ0KL$(N`H97emfoKp%nLk8Q5SGG$bb_-~r6eBO2%84OI zFdp14Sc8wcLUFoW!^xG&tMo(r2E@1^+$%U)%XlO1yTTODA@Hy0f;u~?V^4%-O2l+= z0R2LDU-3>1P4_q5%i>8V(SIb+i>+Qoy-n#0>v9F%TV>hAh%ZA(f zbBsocQyKu9-i0rMi9$9fa8?~kC2`aB4W~~KZu|;4QHhn%WfchQgJ5aatI73X3euR{ zk(AuOibev&YA@w0K)C81v?D2vdLu3Ymkz;FOh1jYGL0Be_bxKE!Y57s3Wi*KhD;fb z;RDMnOR+ynou&s=5Td+|%qin+0M$tdETbk0x9q2Y4l&z{XO+uV z7H)Qo8HJhInUGjPi=e304QAs`jw%XrC#i$)KpoARyQJ~3crW>~3F~26e=g0%Z-<4l zb%z@z5SOQmRwBPEA8dIA#jvGcfYyFkSzmw|9v%H{J^8w3pzXoI8!wHwh&?2l- z|I!2IA3NLL+U2!LXfYRV!$`g#`!KHlOp>i`W%o{ssv%lM+;8$fzkRhF>babupF@^( zws?BPQ4ai=v(*mu&H0fhXT#whMM~Di-G0##l1A-wS}3M&j-vq<5B_7B{gS zB$xl*M&#!YWwBAJtJedK>WG9Ev&@eGHu?Hi zpTGanYP52xlxwU|H#c`aq74_`=J%WVmvqduv2iSvxvXS3vwOi?B_ez^ zB8wz+b&Q8STE)o-=;qC|cuH&)#41q7Q7Tw)`}Mc3IeSQ6AXB=M&hs=<;ZE@TwZNUWB{SBvJ~F*W(+)Ie7TfiUJGz9u-qN6?V|+999@|$S(SI`~_qel0Y_I@N?PMnlkg$WXqPj z9~^&cKZ6M=_-k)4gF=TJlt4fOgD%|&^>#y!(nr6|1oJe7tD!EJRvAwviy1gZ{qzS7 z2Xu84Yo$6we9wbD56IhIUj_q)sk`Pwa*I@bzOvNM&pYda)!JE%pE7T>uv`}AxS8{= z>4mEDx8I3usY#8tjY7L&NLkhh5BvE|1vW%oz3`jT!m(WY{{8C(d(p}K*TRBvJ5n5m zlEjAyq0rm*6)(KtW}0^6_V*r3&^S{7_MbI~pQU~-m0m~9kvFd7ubL^YAE%{9-!1cI zQD^T-zAqr`OKQDj0BN@4&37B`rRO!-#b2gXy!Zn8rm1WES=U-s%2vK69D6s^=cW7uktf%`wa3Lh#L;oS7T?vWiD@iWhtx=l4=glnD{!I$H4 zLaR>RfS7G75xYmJwGc=&t{C*_!8bndu}o|JzfLA1%0l;&iY=?jaWGZQMRS5dhFeG$ zJf$axYS&)+9K`RnY38+xabF!^&6tL_-T!%{7#gqZr&m#J!9+!89-5Yg0H^!b zy7W&n+vo6G?HGxvcZBE6{WdL~ZpDA`)_p`2B&M6RW&#HUqv} zhJ$*hS~1lw6%$GzoS5dA>8rbu#{KqkBW_JQl*^p6fOa0OA<}`O%&)v7%r4dVcB_M- zw`^gKrHyuoG4Yuysc;mEFBWynQn%30pZBIG=SnBklUsr>rXl(DCb?++2e@gfSGwG5WQ68A#wEw3<5c2Z*!0Jm2(Bn;nQN6O?l?gBlgAUTv5hb(CrhPM8ww zrmWV^P|vy|pGdVEnoe@C^w=~1?VM1<4GUZ@+lr9Gt9`;~&zRoG8OX#yE@wZ*(m(A< z;T<7j;bPhnNBqs;F=dWkMBNgZ%wLihEz}(CuR=+q39=}Jl4sfnFZg{}&D)r#Y=+;5MEh3n0{)Nch|K?m=-&Pm`AClGf3-%CrX+-nMEEeQPGeRt(K$X_I z4*WV7bA3pxu-8^|LUogy{$fE2y2bt>RD~FaIDbn>#`fh2v>ladzI=q**{xsokLPcC zKYP^pO|p}>dUsg8Jf^x!oKr7tuMumY9L9JUcyw#4*3={v1ccAh#h*F(^7?Vfv4}5` zh_R7b<-`gjn=Xx}S?p^Xo62=!jVqcA-<@&}rzOKXiw0wV9zKza;P>oiF{9}^^+uvP zbkpC;R!9qe;yGx4`MLVx<8krFfWb+CNiY{#YMQ07IgWVZK zImri<+?~e#lv_tVrYmJLj&%n{eCGL3+QK%v^kmtb(pk769nh$)Jz#1sfnwFJM>uoSCyHzLo35`{*xu6=e%1T5{*hqPF?Ls`ojm)FqaQDyMo)>R1_-3f z|0EX)F$($6CdkiyItO7w$h2k~7ij_dr<(R5LFs+*=g&GJ+(XqPLh79mvK({MW{k;a zgNr}pB3|+2>W+uTQ=iM>oye?ml^vyX<-txBqZm7Q!|zppW{sb)6D*Fs#N?68!}yec zl8#IRcaecZ%uL-nkOi%v8Jdb1>vK0fwo_O1z~QQ56gO9L=XGI4!3W?Ci)1hM5BChK zCHRYsEL~dzkT@V5csr8NV;l+$go^w z)Ma$OCKBEa;>qpY`nZ<~^S&}uU#{}KPwGHl73@wW?1qah`;#^6bNO@|d6u+|4*Q!@ zR?KEbRZx>kfSkV5bjm6vvyvcin||4+9r3o2>rMJwAn3DCcuff^H79T`8|j`MJZ;nE zp+uN{XDz^Os10^O>#=6O=h%HdWbJQWmhGf4k2IgIt{SREZHy-hydLa(?SfqxIcR+OssbE1;A!2`%^fO6}#xd41mQn5=pC z%w!~tMk3s6u8o?j#A^R2=VvcMgdwkmN4u;2U%E}{XnwrmFlZ2A0gvXwyiWfKB@W-^ z{D5^18?MYZhc|YzGMThQ>GbK8j@39ecDqdlhqLFf%^w-cc5B>99=`Oy@Zk!J)v*Cj z<)x2qH~*rfae-r${XorWHP_=fWXN_#)0-Xl$}{_8dQY3!+0Rh;H4$ zlEM+qA0eAaNu|)Ti4>1KXC8yVQC-d({YU1L8e{yJ4HA(?!6yv)^k1xDzoUPji6nqy zV&k8z7Mxfc3>aeeyyA66RE;_lGIId+5?tg|Ydct?2Ne+`i}B)w*Rzego{RjM@Ww~dc+g>i|HHQ^X&(ozn*=u`9aNN|)0+dY zCMpXDueN}Md3I)`*};X%<+B19rZYkaKfRJNEcwSWdcxAkO6e&m7t1koQXOvq$x!#g zUdppdUgocqnXa*x5yd~G7gN-%OQ?lnLscy^6{J;jBv`i=FYb_rN)oU>MrZ|e3Yhdl zz3HD(cTELT zyRQBkQ32Lnx)C}m0ua@`_n=1%6_$tIH4^fpjU@uRtQcQeLh=0lyT20=hyF?{O^%!5qsgNA0=6mRmlE7cg30PXc)Y`HCj z+0!w}@%ZWBnA?NXLcv&bH=!kZ-D)F)KgN8~Mo&EXl>737K13*=ZkTVDg@~6dyDaSX z=tbEnzWZVEqu5KmhkD+^d0DxM)BNkU64tMK&+e#)=g^n%)WT_oOsGy(3=GSEr#AEB z-_CH-@1s^Xf%j+_*I+818~-%U>a=b`f>I+0g!zN5!851w+f$C3xnmveC|LA2ThQ;e z8aJxB)r$Sd%FuSbTgpAi^491A*LYfvI{|=D-uI>m*s1-&-=_oKkpdactR~2v;TP}W zF=Z{?Kh@H`W%|TudjtJqq~$6WuCni-{8dt{B|tj>)Rdqupe}4)b+~QV6^#04oBkqh zLnGlFb7oMKlM7h9-zPw;&tI!aTJRqL2lemBv%C?v*nl30aj|(kV-cPT>DGM%O(e7(#(v*j}J!dBk9jopVI6S%G zURF!+o+Tx;SyLvskNFRW6Ipa?ysEaMgBEr1PcTR7A#03jYFVuf(E+r#x23U8z(`7JB>9i!5V1XH9&%E2#s5C z2$}>9lH@YZ8Tb5WpK<>^?!&!fzwDQO>aV`4^{rY}wQ8<8t%x6y-fSeW=FZqHB`DQ= zEXOcNuA=lPwgVwAfMt4wu)uT~(>02Nb~>q_^Tz0IqheHwS<-=cqcs=Is#GE6K=Oh~ z;i|cQa$B!>n)}!fid$iBAjsv;-%{ynCHfc{7wq$su`NeqGOfbTMrooht44=IVgRO{ zw!1;p+(8UqCU=9r`Mwt@p-VK47?5h1&Gsg_mNm6DRV8@>a#LG7%8lII+_)&Ac_7Hd z9QDeHJbV=5}`1jZ>^H3RcWvi z237Rqy=-C9dV%b8Vm56}zbAxMkFf;n@)${YY$R{lBSt7_1P&%z=uLI#6AP)Isq|2h zzD)0B?N4fWR7bg|#Atx!xl>=aOfC5u$61(03yIMl&znQ#P+!)I{r+7>FHGWVTo^G} z)9<1gixO_H#=@CNZl9hlCtfkNl6LPDwjFgV>8|i{mGl-M&4F}aB$8m=smIN~NA>kM z%EPs2Ca&s8uRF0DfEmTxs$iSF9}C{Ty^lt4a2HTsLo11b;#fg>oQn2AO{Z6J`FAYo zm;PfwVV1E788vy00nDu}_g&!%o*BK#=H&v(cMg;eIn^EolN;q?Q^X>~7?&&wze>6D zyZ=2G_k_6;zsyT+%u-Fkv>~)tu6@&JQL(Bl>5wy>#`l!C-6X)zruIR9A3>I^cF)_l zf3alo<3+|Kin;avVijt-$!C{1nROE=I(ydYTBF(lX(Wn)KRbHBL0ME3rHX->17;u_ zAtBNzzuwUHlZ@Zx`v+hv)q<#*!f@q=Vjz6cDC_s0FWoy;T!!?mT)MEV^P!GLwk-P+#@ow+$tV3>_!5ztRMR8WJr z({{8h6Jr!Gp`s>RCD;omp!Uvd(WD)PFqW)G={BD-k8H~f3W#9Cw}Fvck1nTet1++^ z@^bai0-NH8=P8dtEZ-+nm0y)1`}e}WizG_h+wF)n3ju2<+@&r~#TXaDGH3GwAH@cO z_v{rFqrK6ETu!<+^p4zEO~?1zx$^Zx2HwcEk_FCI;%M)kJ(L;vb37}sH5*Daw;8-&XhZe7d!??yoV|3} zC_Ff<){vm)VC4et!VZc#Ezi(C$w z*JpO8pAJfS5ao?BSMiWM4%duMmf6#pIGU{@xBjp~$}z;^kJGWE`K|)0xw-%I`(v(= zlBjI=IR?k=f_;-5BW*~OPW{5xK+888zKYcr@vjFQ^W_tc&(9Ys@4Wq;e#Ik=dyL1L~!mFrhMoEuQ@}#$>%dUCjU^~l( zJ!`de(P*B_7)Y3)bfL@3YDN4jfUQQ}@>-By$pOYkY&awXgS@uJpa`r} ztm9*%dtW>2bF_IS&kWhL=>`z}CjDlNKL+>_W@%`PHpwpf{*01sfsW$vgn~ptT=RTH z=DwmUpQ`W2rKCESa6DJf=81a7eWd+NAziZTSKC@_g9d}!wt3WujgiM%0R_w@%$D+uc<1C-c>If_41FgCkqjGV%RAF&|4!xyamzC>9xMh@3 z1TyvfO4#aDGFB_(!F~NCy;)5g>WK)QvLExUP?l7R9Va*>;lnuV-2;Du z(ssu=QHkYmrT`C$L;utJrSDLo=J9gu$|C;@ZkZR)o0%AOUqy>5;joU$sOs!4B~EbW zf8$ICX`kg9(#m@`Y%q32OPp5_U2<{s zOM5RTW@@EeWFG1YuoPv*|2PR>whTI48U-~U!4Q_Yz{YZ|mo-z{{AQB=xymA^v8%Sl z4H&`~w5#2aR=Stl#Q4a)5Z-WRgzQ+R3NiP=-BgAQjaH7%#1t?zu=rzfyJ5M*HmiS zg`5*Wf{8*&;uB6QftF_}e$lt2+`ZMR1x=WpQ7D6&CABx0pSyp-%QwUg`{aAC^q3ji zfHkX$8#XR%VB6LZ0SY;Ez`3cBC|O`oV`wf1bNpf3m2P%5*Ck6MOAQ!~VbZo5OwGAF zDOu?V*Io{CSg~|FhghXlhElDFEiFXojf-Y$8bzq&PI*`-B;D6$b^!tV_)Wnt zf3Lo+wHe<5e(2YM0^Kw8C|-GE0g0rH=wUr}{Y+I-rv*tjCP}kM3bEUtFuhqM2XrCi zF7b95H-goYTj=@7rGrn7vF?3>F1NubQ*56zkaNLxqkI$OUNM3fF49u+f}Op07>gZ= znDyk?U1>cT;E2;x0+SZ5L!(}%G@U?I*w!}U%-;@GO&6&ne!mB_4mjHqW0zOlU3iKe zF~03JvAg^Pyi$3lVoi%oqnrunl9V`_TMC)YRg4nNqL>DG;m<9ruA}$>VxnT;1+Y?-0*m z`t*EZO{3j|)^$e_02#e_ChpjZi$9~rqur8vrWFL7l^k&Vc3^vhETc2RDCBZ%HQvjs z{+QsCOVLwn|G72fs_KC2BTnG4*KZoenAJ(UoaU)GGa{$zei~Aj%;?9Y+I@FvbYj?3 zNgdm7)N9f8Ls9C%FphkbT10G!uKA%ltl_uul7A;kPp^;>Wfw5C0RwT_Bb6i77KTpm?^v z4Seb2{XHI4lnX}f64dITLVQ+e+{3<-9$+nJ@_$1PK%0Uqxg zbQ2t9GZCN#@V&(HDaB#hQKy9HLxXB4bzBnM)jnr8^()`#K7PKKT{an9$~QLp%$3u& zqa04((rsT(reeg*^nrOS(NLJl65hzf4XAs9`lzw&i;7#?N*i3ideFA#m!LOxovrPW zN@`1_1OMZOLRrp|S~|!rK7glHU%ZqOh1xTyv{e_gwS{ExM~b4IQ5McZp}t-Tg9VbYwVzji!ASN`8P4K!pb5J1SUSbsq019S zM#zFZxifZ+%Dj>O^qyP^zWYkSJjG~x^~ZY8eAyk7h8y5%fIOha2wSE8<=69-U&Wjf zbKH7H6_l6TIMWFrg(oN=o&`d#94Lpd2%C?i5;D)>i+;ywIDFDd5Q+xw)KWIsRtm0e zuUQ1h!I<-Ud1JD`6<`w^!474eBK|DM#=fCJRPck!oe+;e>*%y4bNP-?CO}pp9*ZV3 z%SGuHxTj*{JMM~$Ca29of9@K?RKwn%1oG#qg0#-mj*i;%W4ZErwa8 zT!y{Kz|qt6*D}Ss3GtVGdmz`f*%)xHO$mpw`<2EJ@9@{p;0Zb9Pk|-d6BYM0bh;G& zA8kE8w(hBtD}@-8x7^T28pI@2>L#0MhH$njf4BWz_TG`22yRzw@TC|ESMqgn*_?y1 zBz^{XO^waXh&2yN`$c9W@xYNwi)s)q(YHtcl z%L`;Z5DJJB)h;AxcnU96b609RgkZ?z7Lq5LALsH5IOkUx?qV21*!8*f_H261BAnj3 zv>2eM?$zd!X?iT_W+NK1o{{l=Ax4+wdmM} ziM1b~9j*`0>g^uYI@&SNs}as=-7i1XYz|7QNw={ zMTusXgFPUVM&Ea(g_N<48BxM@)y^Q_&hQ{4iTtw+ z))|HLZgwM)HnpzF1*rQA;lWMC)kZZxpDZplcViJaL0A`|qUHiN^I~zF_E5!#L>qiO zcYl}io4@Wl&fH?!Nzql(frRIXn;|Xe{#w+2nj1-b0?f!0nu&{1uPvw~X}t!xI&bVa zO7Jj7K-{=?A9whfxoe3u_Rp5gv*Q@yfyICv$4y)e4Q+s9-c6YViFKMs-L^l1VUP`8 zKD!Yy9aUyCrkc8!!hQf>Ta9S-HdtK{Plf7otq#U#Ko(){UFPv;4m1zajhFId?BgKi(bCHGqvl+$Q|-eH zS4?%|v1R^j8)m-+V*@^g(~(?u~_iQ z*-A-ts1lCL%f3;ju;I4~wV~lOtPOkl%P~D8Hrw4Dx{7JlOQc5;N?#o^hjfMP@{&AP zhmo5oCN$j5&>)w{pmNe9JGP$Nes$T6idlPJ*F~_G^~&-3Bm}!gnS#G_j2@c!M;X@!aC3qEpMyIvnBEC0Z;a- zs%4^q_d$QLb~%+QdXy~t`HPMQ>b{u5Br!~c#voEo?KTjLJS#uc182w=B`WpQcTIftsw&xns-sB^bGI zQpTGyj~}H?YPjXaPdU&j2N+SVzTnhpHD-)r4pR%rQNK)yf;HsmGP_v^m zFf5?2Is$WSFZXXMY?Nhd^*pKqq}I?8YtK!o)$aIk3NOPB0$WI1vfXD<8n3PUyg5zy zC2QpS)T?$t?-^qi-DRj-267PVEj5@l4`WUbSI_yVULlo{LE+7MZXqi@FUiGg9*seo zqnVHkyJgbXL+RhFTh+%jAAhi))Y%LCSw9DDTAC9#Hg(o`Sdexkz1sJA4Y1X(SU!DK zI((L{a+eMrVLM~km8N=UC-K#0e0F5GLNX)E>N&g4EQuyF9=ka`eF8+MM~0C&v}xeI(=T z+B|TpA|%T0L~FZ8+-XlKy+c&UT1(NXT%LUosnQEaor=Q?@(j#Fa9w;uK`S2OIdW(_ zNEm{nN29pj3%@{u@QZd?OFLc6KIKUYRQcmtI!KIUh#1aVa;zzhj#biNi|mB3?@6O%cz@(%R?|i-1KgV@?=kC3P|Y2G>xKOfkw6jUy(d zKh)?NqL|KfMr)?cyb9z*pQD!l)QP8g8=+qTB3qw-s3RNS%t}=sw0gJy>wB!NWV2}* zqt`+Iw~wbAvL#_h_#}~UYuiL-WS;4(K0E!U(ech?se47-qkMX8%Zr--2Wb9tMn!Gg2d^FW5Ir;Ud-~ysGg(-+KDu+Ph zN|L`a?zN@$B4Rbup*^TFqqIjh1adA-P+=~r%IwY?tgT(by)BM1g}~bApLB~mBjYPh zCPu3V#CkN+^Hi^lwgSYV8?B`=`SD(Hi^N+hICs|+Vs%%RF;v*3l+Q0db6ryU#2D$c zocc+$^mS0!wIzIcPCo_oU{`@*6Mtc1ak-}k;wum3hiY_X_VPQA*GFX4YBGC^?~%Rp z`<3}er?Lt?$Pgx8{`F{FA?Eu^Sj1_=v4^0JUxE;@Rd7oCs`Qt+4Nxig%Qe55ipr^S zcBTG@K2|F5E+dSbavf?+sNefV0#W_>5$7rObo`!#gLiXFtx8o=Nzyy6HTWZYz5B}e zS|5p%{~*ZZng4Fg>H952jhT>2HD|5huy512Jbc3Oe%@fAn zM=jH{f0{_Yex2$OieYh7t*7b#=5?K7%{~|Ig%4IE@ZK)eN^((j1W>uQtonN{-!sr@ zSLHGcP8|+P5-aFQd=tGM_veq_pKB_92jUELY`tzAN7Pt5FJ0ky>Xr|53#eiQoV%-ATHdc}aXKoM)b;ksz3~F2nMN z-w#uJVRw1bV-K7}9zo4drQYTBoS(7L)EdT#stAHTh>9_m^}?pd6f@w*ZmYhX^k}|i z9ctWQ7ghS#45P^$E$3;VnR&U8H zQB&h*9)3nul*<|L__{6;Y!Q!TJ;(V{4LdXgCMviCeR6bzbT35PGISV3wmw%g(~DEJ zL0zf2sHnRTdi&#fg>i`V+z?IS9MpJ;F=^f?xd@$*ul zUIXaid1l|ONU9_@&Z9-rbbx7k9ZaTbMoFzY{%sr3ux!{t6iGF#opJDKHgLS=tF}PZ zYf$G4E;P7Iq4&?!x8tCPi?W7vOP{hDH179nHAR4>3cU1KXH8t@%Br=z&Zy;Br?dX3 zRX=vkd*x`ZZ;CEXGxOSvJO{Tzo+DWaI@yWp6>aQ6^a%^`DLz*bcE&*u<`f+D>>T!j#x@IsCgxnu2=lLjMf*TOSChijFgt| zGt1MrV^=2M1A=4sG5YVcFL?SWFUC!Bb!+H5P)^YA?SPf{L1JR;5G}C0MI!uJukq3p zC+X6C>dh=xDJ>lJxUfHgyQ}4RXDq}ewq2CR%@Na1TkfWTU6I^4rTu;y zwZg(%xZEmddDxQBsUh+x=LJxImI6X~Wcw~|_(4(AUo57h!0;&I1U#R3gT_3f_pi%j zG||EgwpRNx4u;T>;{mss00Vx^wf9Dtxge1*dDJWIhVT`%fu1pQjpW2u_ro!*6Y*-{ zpBDS9`&}Od<(bCp6_>Il3HRVCi*Y10pdVYTS(%$e3DP{pRjaT!g=Rxh-tDmPN}zWg z)XzL)u$#IF4ie98k4^XQ`Gg=N^&K+FJiC`k6rW4D7nz;-od8HI8SSv< zTKHS-nGe;5G1aQ)l4;Hzap~B*IKdss?KdOK+3qSO>g76i9QquP1vkd2pxAn^Fv*y# z)uwRPC^IAGN{xlICCdDlzn8Cg@+D*u`d0O0?8GasW3CTIfeN^_2CcVmx4r8useP>M zA6vQQ|wl}1}@r?%ipW~?yrA(c@c}C#gl0vi$O@kXO z4}obIE(h=KbsJ3y3-q@&y~dK5pi&->VhiuQe z@HnJs>c<0q|92{Idi5kyj=~u72<@@jhhMPeT zhAMQ*<0cO$+(guWQ)bQ+pgs9H1`1et4SWBp9HOt2EXGj$F5f?)S;eWsF4|W!x+2ZW zIdw&t0-y$KDpWM7lEgAq?FyFciAr6FF}AeJ%}gwuLJtol;e>oWa5w_@h%BlwTz2I; z^6xkb)0u>am*axu=B7)?B9;%z!`%JJB!6mqit2kD@(wvQ)3x2?ZAzdZuSpoer1Wqw z$6Q^jqqx4_EZ$qa9Q!vOpGK(JI%qqh-<)KG8w%UIoF4s_B!0NVs8FmKA&eb*6ELXA zrba6BhE5fKM&}~bU*N!-;$f~{5p=a^4*6S6Kuol>176Q*Qrtl`0(J)x9qt{|T0b7G zW?Z6AsYw2cJfl`H)(=l99)omDe}zBflaLus5$@vWf0fM?*;K75q+@uV$L<6jR)w@h zmB?cyR6AQ@8yXjDD}`U8bvn$tR)^;Utv`4&$A#Iq*5rlHSg8bmC1~477K2p`!fdnS zog&zi@dg}KipZv5U6MYg{>ak?-%$UDocyT|o=?wQNWRE~Z1UDTWi}49rC$!ReYk2v zZ^?s<m$v?$`6I7uB!mcSK>jMPh^Y>MC%RAh2wWBYg>tuftjX<-rj1YI<$ z{bFjy1vBHf?73aeRNU%Dd&%oq)s%iP^$1+9H3-rfK4k~cb5ZaUEC=v}AjigIbWoqp zRAzru&2K*(J81tF?906#=1+VaV3bvT>spb<>-=@~$(-laGWQx5kJ+_&qrW@Om>RNG_lnmStnWUnB9=9p;jveFl z12A*ib3VT)W=d?Wp0k#z^Ng0@>)qwyPOLMf#FyfFvjnxwi2k?IX{Ev`IVIoA_vy*q zd*E~x7!PNraUXinhlG{$MLI4F=D;D9!**CAHNEBWn@#Z2O~(X3o&DU{EO%rKe?HxI z$Ktm*mnAuDF6!pgRzsP33-l0-3adjKv&hck2(tTuQGBB!F9B!2IJVv-5{2S{mXQ_WMHf#P@j&ALu_&B zP$k8u-pdh%TLcHnl=!|>ouhY;Zl-hH+gy<@@= zy?#vBu^Z_X*7vx4Rs)KAOfFW};%ogI1VJ_jkm<<17qZ3NG7W3e9T{+(o_DsQl4pQ2 zIbvuSLi6MtTZ8Wbc?du^xG@B*ADQ+bDD$|5ZPFwRZ_dAq&3gWTM$yktsLBG{|-?(x|{irl}l9yh~F#0zhK0u}w2Y5AB_13$RQ z-{TtDQ+G#dyJxcCA413>gvMQnChxOP2|*CDhgL~)&o*P9t-bue!SUPwQ9R?n;#Tz; z^X_7|@n5XV|9RRd@97E#BM;{(A^GtZX>AZQad) zBB@Ao<)`SkdLByeX}beeLvR`PzDWH+wM_W4uRz^5)dSKD7n)yA&hHcWAtKuCMkU_ zvQ}K))1yQ{c~oQKY7c(ol62!pneAilA9<|2kG)TaI07k$f}e3Ek#yFB>^zIb(sN3+ z8Pn8*>YxWSItpe`uQYZkkV~?M-^=a0FA`@|+-lx5Q+!UsNe5x0+#StfU6TlkG?0-O z+g6ahOg2Cl&-aBN7_EEx&K4reb;igd8}Smte=SY zp@RM)Nfq`z@iCyHWRZ_OY7Lr0z0|umxbnLV0gcNe?p}S{ZFQ@#D;bkUta>~foq(DY z{&ceES=Xctl#Ga6{k22~ZDsvRyM!z$^IC~l4KH0z!Q{Ox?Zp^KDGv;FQXHp+;a7LN zlMY)C9ojfXE?AlBritoMES)zs;h?DEo*dEp|2!8-CxBxsVs zX$-aF!~O#{odcRaili(H^@n$fkzL?~aT;PZ!ePq(jYIUYZ(W?_nztvHYj z6~(ID_n7A(=I=jUo}+&@VNF(f_KXKUS4(;?4D(e37-YYj|-#v?V#j3 zR=Or{j2o!&A~3404hI87`OV|nxx5}A_r~aR)-!gGNDBDZtY-LF$OnC+r09BsqwS6} zcvXw36#cz7`jQ73xh63M_Hd<`f>j+w(!N2IgXK+arI@-VTOV^NXMM>*w_>CDt0mJ% zoRIW|K+{B(8|&v7bDdgLkk&gIm&H?b$mnlp^Xx54j4e0HqY>A6_vijj4Yr9Y z%u`cm8jnj=de=7TAy~`tK;NjeNR6nFD?mW423-oSb6;g7Uu!9L(cvziCNDFy6nf^Z z#D`pE0aG_LUAVd*^?G&a>-CR_foJY+V3Cx;YW=F?_`A_Z)r4vYM}=JTPTbm=%Ae}asa zW1z*l9!nXo%r*7lti`C$+{8rKU(+M=aSkzJEGDV-3$JO>WZW>|=#%xtqfNBNSS*0f^)cUX2dKa5L(xx8MVH=(R9OMlGz_E3*(N`v)XAc z=Pl%U#%|aVs`;l5v@}*X9nVx}U)ziw5%NS+NG^}9!fo4*kI zvC*hJ{>gire|?k%>|W=~&QD%`aa5q&RpoXXKC|EWG$Mr?rV7z0(LIPEbi=Bo;@L(6 z866~}?D+E0skU_9*rJm4{=JKMLI8N%#v`I_3`5ZVd^NuNGbtxeYTrpI=^FvT{`C$r zf;7ha3Sn@YNfbNB6$_X-;dp$5&y-g`OYpR%Z-A;ZV&`kVs<5U=6~D3899ZUpkcp)|2eFF1QJkkLJ`%t5VXY)vyjN z@Rn{r^Dc%x$IjI~Oy>S!DSa-XR|@#V733ujCh+F&!kA5;MU46a@)fqNmOlFwkHyan z@l09%Fk!!Z22HuvVY6kXVEDFR(!b(~m1{Va$+^qWrLK?j{wd`UJ;Zk4EqgCnUd|@k z0Q5zmvOKkWp~Ch<#jMt-i)tOM;yFrBW2_abhv9Dwnwom>E?4lbk)zwhrka*IcNo^{ zws_QDm&l`E{H4eq$Gm~=>Ot~OvXK3$RGRbR62>uV0C$_P(m2_D?0;}Z!IAJ3r9{4*M-+N zb<%&0MiuR*qCy$En_P}CZ22{ps=s~M^`jvdbb=BH}5T1&s3)#zN z231SBI3H{IwWm!4l93-RLP3&n_h9k2gb{N>7}?&i7RelR8nK8UQ?yE^vbGTu zmd>gc-;>~;@ykr<&SKhs!ILqHYGQD8p}_$Ey9!10EVy*VsmPicg@Kl0G^S=N-P^X` z46cXsR;-AcOHz6G9CfwBTU`q;h3CA)QyOI}};c5r|w&offI$_Oe@CaXTFQ=q!(bcP3 zl?Eg|cty`tC0;ZAOxRF64p;+pU^$ol+A@Po!HL`)5EC1CJDK|M`MDEJ#&he_3`hH* z+8geDM%Gm}>lMlRfORwmlV!jhH4F1=-pT*vP9?0A5>a|&vP!&nN3cH810*EYn@>rt zYoC7?^j!a?wb~a{Q^Skdvn%q*SvnqA_m5D@Lp76p2QG4(RQIFix~@@?2;OSff}|8Z zf}L*Kyrb1%0>)ce*XlI`mkIROpSih4wMZu_d%o%TRM+f{+v@mfeVa91f#QY7EACYH zYzBWcrF@ruA-3PpLz7BZa6PH<2?ml@^jP-Ae1Y_S>xmz%MPxC5u{btq-engA9Wk@W zks09YBMAoaP+V(r`W@Hnp}hWK!)J$s%%L?Z1Qcb-2k04ZBd)~8r$sI$iDRiNC1JO9 z@{F7#_e5b!G?VuPqCCIPE&89aQLMasKBCYIifr^stcj;pC|--S^{*fMujCc`A3S9l zYFNW!*F7Jsh90)+Mq=5S%p{+h?LTg%I*|JiamD%<%c0L4Bu2{|2NRQpSUT$d%%k3I z`;4qyd57TFdk?ImvanZ;uk=U?Yi)udUNj#)Ze$`8@V9Va`*sindy>=Wxh0t*2BoBw z?TZwu7-{{5fj>47rz*(p*Xpqljq?jai!*(A4Ixhn2~`y3TKX(Q z2`cR_<2%AG9%@tGq`703-@o(zX>%$nD^p<{cvY;DBNf?1Wiru$6KWvf?w{=bc@$u+ zlrTF= z*bo$=_Xu_xVoX^P|MD4XdJV1YsusruLj2GH7y|&y*07Ia-)T$hg**WKiigk@Z)G(d zsq$10_nEWbHu}J`-0?|_dHAM?PU_Qb@z%V}Rels(>6eXj14_9zdb4E)4++y$z4T%< zNm>%6JR#1nv0`M5W8KAjesY(^v8?a34F#dt;`VgdjU(P6 zb17+ZIHrH?Hrwo=OsOo%6I-~K7^fgBw5Wtdre(XCLIPV-#wLQzU0`m$T#qe(^co-w zyeiXaB3a-T4p9_8niHkPhWXgWE1qYSm7=v1`quljx$$uG;12Xvr5{a`W<8^uIoj&= zQpe$fAsLMEKfI%;r_044NiOm~X~X-|P$99q1=YNdytA~xqZhxZOw>J@lp+;S3N92l zF=8+ChT9sd-q0Kky(-h2GAwHau!Ff70lZ{Te^PO+l-MyLo1VQ`e)b)sGU*AwI z<16}7+@`j)2*K}F@@;Fi$DjDvfmj)cF)&1qedA_{7}xCfCrfzEKJKD)Z9F*&JVU@7 zZxec7bar9oEltslH!X^RtoZ420HYxiIG=(QX zB(D*l>em<%^tdEW)Psw9!?U=!F9sB2B(r@{`|gcPY2HD1=9;!K!Q-SdV)0-+7W1Rx zEti3eJzL0hlKp@QpoLI@fj+FY?ns{cU@-O(TIYb(ge~J2+SIk7S|vV$n9JuxpvU{? zCDl8?&Qdj=*HVe-m_k~=aC$Wq=h}Jh4aXeyj-`u-@gEK6Yt1-`sxIT`el$f=sZ*?H zsJj2N82)EECQT_IqE?yeNc&kZL>2kopu4d-Y}@ZbS5Sb0E!XyDK>lV`CKpAfJ4N^x zOG4Yb_dAs`dlye#JD3PVk?f)MirwC&Q#WZlOio!?2IN`YD3J+$i+1ei&4WN|(16gl; zeuziqH$H+~yp)c0LDv>Z+XxM$Q3;JUnc*PWotRAqw?n~F#Fj7BDu^^aBD7O&mEE|X zmz=74^!}m2`8A!R?RM!nHmBtiLqNm>lnPeu z&)9kAKDZ-ALV0QN$@ijA;QEuVG9L{Ag!1ud%XUZ|{e|^QOZ3dQnAG%*d6Nt<=63}(+{j%bXA(iFbT+uPCf_(mq)kz*RP*G;=g67i7sdm^cwm~x|oacDlELvwLW;)oD0TN zJ($7b46GsmcrxhlIk28>e;-MA8kcAns+=5-Q9>;E=zjAO&p1&f0X3!MtT3vSlVW&J z-=zfXC7%&5M)9Y6KC);9$MZAtR^=3eWm^X4!CeE#Q3=<~6Y<;MvVtOVzZSKu3}~9J z0;CO~6y$cZFt)6YG|w5Vl~;DBW!s-h5pRPBoeN7)M3uTPGZq=5$RB>ZaBYnlVn?g* zipyzR6XaV}-k*Pvrx!SdYGq^WJ2O-4n>VjXR=N4}rVA4Ah zK%&?6%0IGO{s<;&~sJ%K1kDb4+iygq_B9AHJ z^>>F(`o0;J(Sd=}$oX0sXCsqI*ui|MQ{43&mwU4({r17#r(r`<*6NW+8Q7dP;`5l` zShD38i!m6=5%J~Kj?w~2z0avVSkd@v=@z!Evoce(O~QqgTRV3Tye|C8fsGm%lAA%e z@+sH;lcPvWs<5cEG_nWirx{-I+PTV8Ci0S|e~pvU5G?^o%5u_eeC;xty+O?rI9+XX ztLF{~$+0IxB3lG$Gry5j=pln8>qdYLZ>E z=S01Iwm7LH@#Wtb9WvC((;e^!Sjw>uW3!PF9S0(Wz5QmuV&4Z*9Cvl{Pg}fmto=*a zL9|nhc$H{Hc$Hs+-kVRjgkAO7FK@Rfw^;78kS_Qx&H;BOCj#|@Ds6t!Zq zx!<5>#C^8&RC7RVMs7DXz}QB2DN#EOPzXoQ;xtr-x73(~!a-tRhw|#(z1l zRp3JRo`HemrytYRZs{TiyEyG3D?$pJ>@B}6ixvT?bt`LD{`C~Er0Cwm0C;Fam}z)~ z=S~}K^wG<&nsuSgmDZLG`Z4=~MVq;#>=34MIr_lNVK;N`FQk=T(IEVmt$S#Eojl>A zhkDiA*b0M}yQ%YA(E_?pby!MME%;RrFE>L(9BrCt#$a;08*8?Iy) zmi^w=`zf6nJdp)#I9TqY!0T4K-a6`f;hpmrtKKH)QBcM;B;~}gth82rxVEq%UQlZdw55Et?{R(@!chF;-|3x z&}87wk5sc8cBxC}ySK6w&hM4Vf+pT2GF*lcQ*QeRq$?_#Mag!{Qg;Y0htR zyT4dR#?Qi@`33;yWn(mdXWyd_9{;abemZ_&!i5yJO zWESNhEl;P12)hJk??iND)JPc;DmE-pdCRJ@KD6|jP;|0Lx5ut$C~SkH{T%YY90gDWjJ8TeA0Gu4 z{yzmC{3enlANT&#z0|uQa4CV#>4YVpNO9@;6}-`X+EB&AZNk@7)Lkc_-h@p988FZ* z`KLy5^4|l>Gflk-TRMb6^$LJ-y$vjV?bxqp^I^QNrn;)wgvi@c%_w-EyY<^8gHP>0 zA?%-i$rQMRH74dff0i1s)LuPPY;$uB)L&5m)};9J;<)7-sGmlk644H4<>3q-nDgB( zw>b{YzWaCcuuq?=AjSV;QGbZZHozb@^r9~R?DG2tg}rw?=9U;)%mNcKh;nEDZUxnU z^S1u>>|eWt;F{AOZ+I%qG^&3g-MJ#A;j_V<+z#xTlzOvZN!MWD#n1KVeWur%^|$$` z-?@R0{~6IgA^v|_`fSs~z!OSfpk4bH%U9Fix`e7&2(RI>dSo5_V19c$8`U% z#RdPL?{&Y-kbdSq);UwMt`Oxee=-wBZezL{lhwCp^b7SoHe|==2nw*{7R@wi8ly$tgV~f9WSIs>G z3fbRntq*%n$$!l`C;~|E!;3lYf3ZYg{Bo~RN&RrQ{f6$3jh!}S z%8M)A-_~dD7iIrCmLa}E+oM(8Q@bPIENCsYDe}rX`t)A28HGz3Dz9<%eT~5{Z~OKI zfl%+MtUV;mu}!4xgrrC8nep9!vV2!azu&8GJ!2F8i)GvO>pr*tV)FGp)yl5cQELyW zZ0SE=;MqUUzVvWdO8nYwoA+w$IxXv-=}pc5$5x>)!`O8hm(H1iTXOQDu(La6oK8u_ zLXx_M1#cjHzdHx%#Oy-mzVPoB60fg)$F;A!tgBs_&~X?8p%dXF$LPT@+{&2b@s#Rd z@$Zz79fg;6sYo6PtGd&t@!{=y`l42khKR7;fdI0Hw`NIiuu{ZA{&C&^a|%QV<&JG% zx@PYzJYk)~3NV z3Iz=b{JSl7WVJnH-U<7@bI&{{8o3vYwscNE=Tswfn|HS>gtd`$@n?DhsWhqnR z!A7N)9G6^L|7RW7HyxA6qu2o+1S*ct;S|?pjX89q-XZb;JsI~q7R2}_p`N>wqAMnlV7s>idoTr<=;Jic^+p$)ju literal 0 HcmV?d00001 diff --git a/doc/tutorials/features2d/feature_detection/feature_detection.rst b/doc/tutorials/features2d/feature_detection/feature_detection.rst new file mode 100644 index 0000000000..a208c83757 --- /dev/null +++ b/doc/tutorials/features2d/feature_detection/feature_detection.rst @@ -0,0 +1,97 @@ +.. _feature_detection: + +Feature Detection +****************** + +Goal +===== + +In this tutorial you will learn how to: + +.. container:: enumeratevisibleitemswithsquare + + * Use the :feature_detector:`FeatureDetector<>` interface in order to find interest points. Specifically: + + * Use the :surf_feature_detector:`SurfFeatureDetector<>` and its function :feature_detector_detect:`detect<>` to perform the detection process + * Use the function :draw_keypoints:`drawKeypoints<>` to draw the detected keypoints + + +Theory +====== + +Code +==== + +This tutorial code's is shown lines below. You can also download it from `here `_ + +.. code-block:: cpp + + #include + #include + #include "opencv2/core/core.hpp" + #include "opencv2/features2d/features2d.hpp" + #include "opencv2/highgui/highgui.hpp" + + using namespace cv; + + void readme(); + + /** @function main */ + int main( int argc, char** argv ) + { + if( argc != 3 ) + { readme(); return -1; } + + Mat img_1 = imread( argv[1], CV_LOAD_IMAGE_GRAYSCALE ); + Mat img_2 = imread( argv[2], CV_LOAD_IMAGE_GRAYSCALE ); + + if( !img_1.data || !img_2.data ) + { std::cout<< " --(!) Error reading images " << std::endl; return -1; } + + //-- Step 1: Detect the keypoints using SURF Detector + int minHessian = 400; + + SurfFeatureDetector detector( minHessian ); + + std::vector keypoints_1, keypoints_2; + + detector.detect( img_1, keypoints_1 ); + detector.detect( img_2, keypoints_2 ); + + //-- Draw keypoints + Mat img_keypoints_1; Mat img_keypoints_2; + + drawKeypoints( img_1, keypoints_1, img_keypoints_1, Scalar::all(-1), DrawMatchesFlags::DEFAULT ); + drawKeypoints( img_2, keypoints_2, img_keypoints_2, Scalar::all(-1), DrawMatchesFlags::DEFAULT ); + + //-- Show detected (drawn) keypoints + imshow("Keypoints 1", img_keypoints_1 ); + imshow("Keypoints 2", img_keypoints_2 ); + + waitKey(0); + + return 0; + } + + /** @function readme */ + void readme() + { std::cout << " Usage: ./SURF_detector " << std::endl; } + +Explanation +============ + +Result +====== + +#. Here is the result of the feature detection applied to the first image: + + .. image:: images/Feature_Detection_Result_a.jpg + :align: center + :height: 125pt + +#. And here is the result for the second image: + + .. image:: images/Feature_Detection_Result_b.jpg + :align: center + :height: 200pt + diff --git a/doc/tutorials/features2d/feature_detection/images/Feature_Detection_Result_a.jpg b/doc/tutorials/features2d/feature_detection/images/Feature_Detection_Result_a.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cca9a2b438298d1998e5d7abf944745edce5c4c3 GIT binary patch literal 35105 zcmb5VWmFu|(k?u>1-IZf$P5--gF|o`1{+)x+zB4s9R_zF9D)aTC&7azXmEFu+??~? z_1*j9`*U}%)xEm*eyX18+Piyob@ktszdry3$_h#f03;+Nfa1Rm@OKR$3qV6bMMXtH z`?o_wLqo@Sg^BU6;p5<7y&}XXA|k{mBqS!ICMPDLBqbz#&G4F%hK7!gj+mSg$VdyM zrlq6(j}oMRPz-boJWNbHS`tDM+W+VFw+}#w33x_QKtW;zAQK{?5F-5@0#E}0$jB)F z*#3VF4ILE&@K1#Kuh)hEfP{jKih_!Qg@ulXkA(z4LPkMFBLtumF%a`eV~{Xvk(#?= zk}>f@f|E<;WS}~!MUDO6=7G$7p9cn61%zZR+&nzP;l)iqFUeW>1?9D^tldLGQ_{9C zUdt)yS$c()Ht+niLx}|V$Kn5G0r+PI843Mgp8(-M4k*Yd=;+8O{}~1N4+la30}rY+ zk(N0cv1@Sh1qmZ>QRBD%OD370K!_V(%HLJMD-@)EUj7>>2_Rmbwe|Gh%VOaiZz5E5 zykZz&l_3a&qaqYhL-wLO>wJ;~8!-9oHTaKtiknUl&Xo-5S{+(qukb578#R-Vc8_{R z23f7Yt%$Vpe+Li|G<<(c-u9~pxFEK{U%_amrdMLQEr4lb88u92YLizLgHbj}!t--+ z!~2Nat-D9=B~P6jV>XFj&gGX+wml=R%8Z}`M1oszTN1%Ds6eOXjXI2GCZ zC3oaI8IR^eb%wXRj&p9mvU3$C8ERlXT!}LL<*G+0MJwmkJx|SAx~*Ka%WGLXR9jC?TIeo zj-Dh>SBr(++OK#wAN9PPCR$6p`~{fCT;ca}Z|zqPLKvi(CyB>Q^WXlDI~F!}XpD)e z*Ot)T4jTCw?Iv?9WfwUgCw4=*tzpL=fw3Nu_g!sih$)*v^}-ACj4~-U7W+veg4>oN zsmc}K;lz3XDD(K~cMSbvAQ%`MzI8BKUR=nf_vq?q3wb`XU>LGtyBw zD(a?3v@o<0d6e(^({!wFkxDpLj1?a|LaXfbciyFkjmqhf9Lc;egOrTNh3F0Rwj3{j zAyRRFwqq}5yVTs}HS{}auxU&D9S=$UKi~Z9ZEM%LVdvDb`(}m46-yJ%Eu0g0NV(8V zchZq#QNLY3i)=QHE~kxOs&h3vANOCEUAl)&^Z8c7q3ie0?E8Pp=(YF<|0~&f%UGWtn9KdoYTQ3%sMsu-0sob} z|1ab4Gw{o0uFm6+V7dAKUmpnA{-0g2|0OZ-{2?`cnGv34S_wrk1X&aTM2~UQ)51z? zEv65j^G>8%>YOu6n>rV&LW2s9-(APqkX2x-VxNLgO+pu$ht$*|I-sD!tA4b87fBbG+QELT8Caz!5 zPKx$kB#bj-{{n^=worb7*Kn~=^@yaCbq2)DoZCO@s0y~k3{ZieJPohRh(1Rc!eSP7 zjv(<9(bB-j7Y7r^=ln0UE@9a;a`@+=Z7&b$iS8dQ!#*j24PUBaD{gioZcbZnFe~0x z`COpHu!t;5!u?Fu^>O5B3y<_&VHq^L434BeYx?xhm_3Z|XO<6a(jimPr|Dlk8H&nU zQ|jTRY;c;p4#DBIzktv0EenZ%!4m!gu47AXcI2LO{1`ewMGG1k=doM%uYOXLs`(cq zlB0nWRw+Ii=noeYv18-!|2&K?*7;>WGwy#_qz}+x?OEd2>*#HgD%5^gdDwbi+2#C4 zuZ?z?*c42mdDoTs>~P)K=}*@?y^hf)-fmDC^z^v$%hQFtkEt+EF6(FB3Let(shDamK9OOv1rwPucJv>s zyST$qhrw@;Xlget*CzEx7u5Z7pIOxhlC>m%k_Rq{(7DfAlQonzf4^Zht<{sR2K<|Y=! z=f|Usa?4Y{kMOs6{sPV`Xz#~#+k6w9pQIB@3+~14%*~5Aje+rh0sclq@49DcvTy8~ z@fp#ibze$QwFIu)GcajNN9pcDY42A)1vEbNCl->Qd7m6->UiLvT|YGrJ?Hz0w<8^0 zeR|otF^gfTGnBmu z-uS26^)KN67+KfrIA;%c%w%U;rFs@#G&!hgF;g(Fwqwmt|1*MFY*%*P@aNg`GL&M= zJm8-0GL$Se|DaRgMWnb?XxFm!lhn}rfZ4Pwaf(hijjV{!Cxw5I*7Js*=fsEpxc_~O zMG8Df$7B{6{|m^^FKCG;J@X^`3kXzh)7boWcOg%#X#9Ujk^h(7o2y>;?eLoe$>)Ww zh5dg4Jzf@^IrYDp{R@~!)#A_i-&`oRivG(94}32H^{j z<-Yd(1z?`X&q+WBWAj} zTtc}8lmCELw*HHGkPIC84@OjEW#30xS`OwmddE9@h(g%Ak}65g&jP1;7{Ls7vUMk0TM%?>c=PW5q+`N zPLBE9J^2fx#c03UP??1LG(i7Jx)%QFxBKYK=H71TYJ?Av4m;%IZP(|-;tnFmRA-ASX;GVIOC5NV@HrMFso_-F#W@R1}v_;rSU%x=oy zWqR0nTvO|9Y>^%+fnzVzEEY}mqP>VV(}FwDpmwyfPR@fpY)&_=M2k{NUr6vc;-VzP z=5~5N2aa4`U7(@-xWjYDGur{JaWwJ0JH{+SbIKF|v{nZ=gj#$s)-*KM2C$Ee ztD6t7R+kJGh$}-P`cRf9mWMv6d*uzmaJ4xRUOllwHL+<|y_rn3%PrL3e&cE~6VXk9Jyub@Lpggx= zy%d5oD=LPmDZH5qTS<@bJtX0-0f5^tB;Lr)qjx>1t#3>jj`WbiB)}?rpptxB%GUa& zJtz6Vd^Vk6sk_biECoMdgwc0ZL5jM%(UpI(ua+*JH@(_N-o@=NpgscXIzx=a)!pyWpRFku7=bVw^c;F?4+|z6i#Njd~aEhPjZl z@?w~lbF)?VY(Z;$%G+X6J5o9@`Q}wL_62;_6{HAADOT|VAhCX5rs+woK(r{5dF$(H;V!0GXcFF{@>UhbaK;MP~(@-df7_w%}kR&Mp)62sE=FbtOMT{mjT zZhS)kr$3UO`*_g$!`ymiIUhBA&#NEf(-v9)UH?yxuE?;83+Ze0+e1QKs)VIr!3yn< zf`78O?}WE^vj@!(9+e*hCj(FIf)%1&jPC2uJr7a*e_eIQs^f{+X=ToCFS zLhLj;kxOoOI1gG{tMzTzajd330eRpg1AR~vM84-*ozBny1lbPK3JP$gf6r=L?~QjW z0E4=}W%^eY%QKTXqhwc7N zSK9mu==oin*tWROQ8L34ZP>|sD%&=NHiE)tjv8carK527k=do!etboDKSi{lY>LW; z$|-3{Wo%`(EI(pH;J8r@*F)IQkBp1^3_rp^V>KOv(w&spzS3Xc%6?DO4MRl(ZdL_E ztT_+_I*z`K#nfi1J$p>ac}Ap8{)wfCKRoPp@;o;}Etpv1qo^;)Pv4qX@7ZhKYR>x>MvmKOJWg(LuiWxzr(dD_xCDa==sw8AH$U=Bv9MaCCmkc!Ot!bRP%++zwY&u zk>YRRH`PayYt%SX+c(w#k)FP%U9+n2@#CJi_3R6k!Lt-~2Z7!T#=>hWE?OqB&Zi?Z zqv>w|(in%MVGce&io3RodIXhIv|S1deWRivfM*n{BV#6JPX(=07YtYzdqh}86}4qWXm z4V^yrVYc`n?X_vewePW^DT4w0QXAlZGoX(*(!E%RTZw@J1 zMb+DYgQ-%ewG%FtEJPR3Uhei9p5FA+am=wLQP(Wd@&$9YQexvCfzhN+xXrj5x?k=_ z!EnaRutsp^PpGY9A-^mF$5B@EXC;-LPXA_KzV4_xGqy)rvIOw~vG<<9xl8%C&9tNx z3$J`_B^{@)dAX60DUh_86BHSWc0a#B=lm^VX2#wmr4U+$Qx2}z4MENcY9hOiOF`>v zqP&;Y@cXl~m^7;Lk_bE)FXnZ&CV@y<1vCF9TVSjnh-zQvSQiCf7# z?)mZ@l^DqntAr0VU3)DBy?cXw@=hj2)DhjXW*UU)(_B=}fv=;V_uHh6(g2>M~Vd?Fm!kx)W5}!AwsZ=3Hn;dV7%X3_(l{!$5 zP~i8H>Zm$y%`-=>-?_>}mA|G{rX6-qI4G>0n>jWLI}}eRWGo%WqS3?cwGqm?971Y$ z;t8Wfp=l)Q=G@mJaNUs&A{!@F*+;e+vxNlYLTP4M@*) zmDUo@5A>)=p)_#F+s-yqgM)OGw5rNgeRGswjk@tgK{ZP}E|o6A3X#!s)`RVFc1-;Y zdZ1ADIkoWwOx>vJrd*VOiMF;%noBCsaux0v)F7^?BjNDF2ICAHOTSX<&|0?FHLd>p zgqsxy9*y#zErqmgD2d@(cIPYULhB9oQda60v_|LVg_16nE)X5}%hbav5o=5aYZ#52vu*o7VGcsI^-HvEJZa!EQ?-`IPG*`j0r6BM^ zAv1iQ%B!oDS3-)b`r@2%PfuAF7cC!z5U+?@EX0}mPM@;vO8N*6T`c9w-%xTQW}eD~ z`H4Nz%A_uC0O}2Ox;poRUfM)zXk5ZqraKbP)535&wc=Q0?FmwdoByvm?^&fSVmY{(UuLClD2Z*fa31v zKf~_{OY2;r3QhD%fWqx!C#aeB?hkeZO6Fzpn%C5(k~LAmvL8^tzjeY5@2b5vOReS6 zjmDM*ich+s1T)izd+TB{n3UKDI(f4U3tF($m8euU;#p3kvd4XOAxV%IYDwqvJ>w~D zcaV;xt59r_sP%|}WNNA+s)y#-9GsjLDxA});QoPti^;~V_R&AQ z3gX$j%k0F+M+zbdtNiv-jcWB{S8C^h6|-ij`n(z7^4)Nzhzii9lH%T%6rN)K8NsiR z+0U-?)Kz*$+A-U2F$#kfNz%63M1TDSezLZ~PPA$;oXD`od z^z5S=3f;wgp*gZ8XBt=k(`7Q~;-3Jba~FfT<9~3%d8n3`ly>=(Yl7K&->VAC#m?Q2 z+-IoDOnaP&lgL=>mjSRmkY+~T_@M+G$kT2`Dxl340J}8g!RfIUHku!7p5wWWypgQS}x`Ri5L+J?CTA79O2Pg?KY)h-|s zE9rte6JgbSPDP)a@>~T8rixlcPAto~;$6Y=JT(J!?j>k4IX|H#wq*!;lJ?v3V$`VI z(^`r#h!CVV2le7kdq~qz!xX%$HPPP#V-vAQ7_Kzk=BwZosX0~peec!1gn?svs~cswkn^D)}o?M`{@>*?RxS&Ou~#{uTYeDl|6 zhRh3g{Gyg_)qE*w+DU(cH(6+mrcv^OM^!fB6B*a~Oq9}03%xvVx&_j3iO6wSswdGbEntC+9lIE5%V zTKU+?)Ts4~%F|>c8oiAs zhPyHIIPVf1P07g7>0S3onZBK)qF6`)m)`5}h(XX#8ei|I)iPPzcS~k^UrAQO>_Uwc zC&V0@*$fmV{$($CeyIbg&NyT0idZg)q)z|@o1 zE5c-}&_X25y@PloW$5bdS_DR1HN4wS{M4Bk)`#m7A7a_$``&q-DR1E)Prer6Jep zZTXqww~f2n36ut{MN>jIQ#=ltTpdUtK$W<$Kxuk<*1r7KU%Bd~ zbCZp$u4zZxm8i^|G73ft`r$;QvAM?mMMOt=-EV!UZ5#vG zsuh~W+@PpOl2c08iAvjb-W2K{Ld@(|*UqQj>_P%5J$KRcg*~*aO*-^yT7Z+?mIwiTigSv!v@*iNl* z;}*P1MfO)~J61N%T`p9c3ewTnPA+D^n%hPW3GRW{&kRwWyg4^4EH*8*lqys3=}cYM zzc%#b{ODH-EV5WDbO)Fg$o7D7K5ID1E439MgA}zL^~sUrgMgvtZ5f|2K2YrOhmU@} zDi-1l7oXH$4-)KVjBE+wVB%@b$F=V+ zCbVrP=KxAAXSnA9Pp3iJzaVP~W|a-}U7i>um@q76nEZ6dZ7)~m{)`XtUVCSd9c8wZ zD77-QIYAGV%5XX0JR-M=P^(f*WCO<3I`2^SZYLy(me9|!hh;%9BwBZI$9Bhv z=EMz19cwyQ{c053UEqO_Q6>RqA9J0E7S2rRSYcM3^08N3!Kt|j;z?5Fww6?MF(ZBu z4ia0zaSrG>kL7NK#Z-8&A)8eU6b}(P+1kRb%xK&ejIdH1E%iyBYqYb@?kk^9f~eW8N{{*R-c zVN(Xl@f`0oyyMDP^)DXI@S{?E2#@w0SQK<1z;7&ZCUGwxyXXl#ayB=0Um{7ms~wf` zc(<^Wo*nSDd_=lG^bF`LljZycjP*FNqHo!CyWI-hLU(!w$gx_bv=gXG*+Q*tF#_(; z@Ah5UnHlcfY82h=Xj3vMmRAE6%Ge>HRTmpl#HHR&@6=kikiNW`Ar*b`j9#exsu^22 zWf2z*=$iGkWE9Qj4gyx)Fjn?(ef$)$y93a%=g>ZT|jr+rwyhT4(k$ z!kQOEzLH}jDNBP_y9^(0oo5}&eVAR%L5(Ef$Dwiqnye&ezYeQXjY`Qeud+N1i=Oak zc9I|Giob7EQfw1*jLL?7ZrEHq4}Up)SD+V66Q!L>_%MglCz?{ej)pC*^e@8zeo4$Q zvJp-<0CSe2ReQf=Zid?uBiw^q!m9nE6Z}tSUbz)fc*QG%eeRgCV?~MboJ4o-U77W? zv?Hwz73l$Z$)`ihAL}Q@KDF|5{Fj(xh_gTbIi zcOVcqs+yZ~_n1k%r~03>q0ZFnMb*Ug8fSM*?Ud`CQH#!}r`xUD?O%XICs2XguP;8| z1AU@*e*-=p-&*`ae%_H5CgqvNouV3w6F*R(gB2`>a~whtTn*)iP5N<_r$;I?4B;Sl zC14P_r-2@d`8W_6@4=})hmW}aY+vxY>HLYucp2H6a(<5fN%Bkkc3dbknz}!OvXW8< zlJ4r#o|FG)v3JH7dmz-UjEd5nm1SlnI<1)I;!c{F`Ha?PW<%c*{({#k36@D^XeTm0 z1vbQ6^>0-xJ|l&gdUDvi6n;YesuL0u-MUKvKt1($E7dj5UZ`}&uu!N{@MW@hv~wLX zf+(VHoprouTe`-2$5uAXc95J$LWT%1#qa+mQeBQ0;Og0vo@0xYxu|Jvr2pRSQcKE5 zhh)_1EoWcxAl5}y?X=80f^XAi7K+hBNGiyrghb&#+qlUM4M~nz^?oy@Rn8rrbZyW$ zPFfSJOK&rSID?X;*q)0E%iPIYx}*oZtTRMIO%c|utX~W=!}`jbR~=gC1R?zrG)j=A z5(_V7^@kGek_V57{(GU7PczM38A%T4TLp%(sKtTcT37II!_-@gd(dIL? z#J_Z%y8yD?hwmwgpzm0E@#2h;3rhQj#_N>C>HX9p*Bl<; zp#&*g682Zz(Kvvw+gcj4G=a0hxo~+hsH5%PezodX$ERjW8#~g6EGXC#35?q?iO+zA zJkEy8mgYE?5FpdAEK})snO}vvZ%+|e1+UUh4zp(7O6*WxEFWjKN|IV%XBi}{iaYSn z-mb1JCoj~_QJEc+>RjwtXlk6srarGWli<1!sIn1-yMyNr=k;&Y)Z4#tMdX6r__dtC zEe`T$X`wAKXWZov?$bp<^ka$Mb<`h@)--6M?nBRKGOFAVo?w#fO7HQa!D#04pQCC? z57ICr0}SgIL)NnJk)wV^cvU<&Mz?uXmkHo)^UzH$_Is;Cu?iVOxW!uE)m~~hljw7CZIz$K7tk`MwY5Et zOpG`aq_#}j%;@yG^ylvwk!jM5B3+{Ol^ex4!5h!m=9>e;Ay|4rOf4H{+PXeDRvQP) zsOy3nA)8~PVfGbDrOM!s6$egf+d1c-qP2}QYIj@j?3A6G`c*XuJM)}so|s=is72kN z`AT<66ikWgL=)=bwnQvdR$^2SbbRpxk$S{(Q=ay8)9hl@%Y)1Lzq?zYxf6~j;+CUc zt62QPd}YG+5L4Ppn1~~_16x|Y9}sJ@2Xqo*vF@~r`>p}a)M6c1NmQ&-PR02F4GBpJ zL-fB_s72*kKXcx0C4R33IvMikeepgYdU!Xkf!my*tn;Yvhra18mQsn^bZfraX-VNq zlwMRcCqwOOKKy~z^0(Cn;YRp&_oR$DLI_nKm(+_nuE z0B64-MhCv14qmZom7Yei3=`IjtlkxG5N}j%1~?4SV8o@ciI!T+ud6>S5-Jd!@&cqh zUQ2~=5qE@?W3>incYAZwTk};ftD^Y>!OXLTxtEVSqqd3(O=%dE?i#=x<{^*nM|088 z3`PYarU@@q8(YtJKgtpq9UdI5=+oAc)kBXDdiB3>Ym#hHg<$=`+e-36=Mdc zJqe1gl6mPVk{$H;LkZtQh0-Faf5KUQ`bq)U#tbu>&Ehq9WQmx{Q4K(eRDDfk#D)6$ z%)oeMluyecJ;_nqSqaDXw)>b!!}O6>m3Zc?E>0Ro?Bi}oY}rHihdoIO2wPWa=@#(v zdLrIXd{>XZ_W_B23%ft@wRS5kL;ZYKDUpZQ*nMU*^h zA?8R{=b~{Zm1WYP>Tu+|+QzktdRoEaA8?kPt+o6cdw3ZaYq${A2+P2qw(-s6+^XqV zW^GH+QjU1C1`z$J1>TTv0;6K)%TbbB^CB|p$SlFZfAwb)W*iuajT6<2cBGZi5%J#%M&Y*Fh{36= zRGK4)vbO#&Zj+_Wa3eO~n5drLJY}K@JN$;HK z<~N|i-_ly2C!=L@G??702Q4Qp1G>GfV9znnEov(hDTdg1LRMvZyQS+_cf?V75UHqa z*$*laSXI^@-et?L_{Xi)nAv4aoUM(F^lzyMgSiKk*WJT1vRv09wOt_oeaF3RWazdj zWG9F>-??y7;DTugX$Al(ZtEp-U2g`G?wm>L;D-#Fi^I7bc;$+|Vb<_dfaR*~8Jzfh zxlZ1tWB`+8frydPp|yenPk3gDMy3PhsJmfUBWNeCJ!LKv-xe1!6pWC~qK9p~;iaK$ zy0g`JYwMNUmZBSSIPB2B z0GqqZYU;F5>viCx&kr((42b!}n{r;O_RdJ$vArM56m>YIA;q{gwHW)YOpt0gD~n?2 z+o*N@N-p8@Xe1@{k>%ZYd$(p0@55pej6a1%Rp)+_Z5TWQ(X+cj`I(iqurLNKuaW$5 z%v! zI1bb&zul+60M?o6k^lC1tY5Xp8gHfRtYkPV@J=e9G(Eb zX#|+89MEUDqaGOPmVx>G)}G%tidmRKl5hS3-U`JXlD^6R@=QejHn#r@*u4Cg95aU{U(drNIbnbHzCFi^97d?B6}^oPW9JxQ@^(D5)?vO3gRpS0+XcnI&>~3 zwRjggeGnnvwp(>6fQ8_RMa!9&+U2Y5@>9FqId>esql8{0HKE}O#j`Hm0{_(7f9bHV zMP=YdNe{2Xn6;DUW6b1X@}UB*fOlYx54IaBAQ-n~$&sL5nZA9z!gO6-MMg!3T9)-Y zp9+2DRt&GD)h^NS$BLQfIG=ZujUezgg_}_p&ATtWKT+)@J%|8{RR^D@!yTGB^H{k? zZ1j8tDDV+CB?^(IdcayGF?#d?F5IBqkHTMdcIMT1amC(Lv$c>&7~6MT!q~Nxu(Xv? zQ>%x6Xp-rY3?gh7TMH#*yGv!;Dh$(=Bf4%ujYZPzU8B}HZk`5 z)Qjyey8RzGxr$H)iZ`%xWui2NE}dN*!x5xL!|&=VfY!=lq~jhLRH?wSALH7S%4q^1 zo4&O5LmH$;@lY>lAVQ=Z;T}NQJdzpSe52W1b`d-TER(VojkQYTeW#K}{fO=6j*}G= z4GHA*944zGShuC80iuGy^Cg2;4z)Ez)#3O=VV&p5R{0s!qpK~XmEHmy;=iy6ka+g| zUL(6F=-72?p&6ZxsL95uqD_-gtw$0-0QRmGm)jrlLgi^wX zoHD?+o(`3z=QZA6a}Fgv9D79f{(Svx={}F%t(M5(fFp4Y!BOYU_ti~t;@;N{kVWIe zvpK2jJaCz&&~k*55QK@ZYYzinAQ>rWzYUWQf|IM}yJW{7onNGey!QhaLv{k56lDst zL*aOz>;)me&`TpId`8LnzO-j?e4)XjOe1rW2D<`|n!-~rKlb|WDH!V_1iLyz4llrQ zUBeRk`u0%~xLLO9G)WocL+<58=6*P4OPUb7$it@a7fmD zOdcF+p`S5pw83#BHY(E!T80;z*278tKz41JvtUodAGi7|IY0vg)f~odX1Ff}0xb=( z5S5ZzHWbSWBO%kSB*I*frl*NC)se0muGM}&8gHT|8@JmqE%0ldpWlN%8p(>;>_}@a z{=U6KQMkGVdO!e^59*_zaW(t&IApez!&&mVU%5z`NvK`Id+L0$bZh}k)q&MURWneb zk(r?;@=IQoB!jewvxrqW);C50u1}{s1imZMuz_bDc0f`FUWY1Iw3W7|cyzT8IXg}? z7h#Jz`%_iR6-XrAN(6{&)T&k%&hMANh(^kQWqJ=M>0=$VAIWuQNZiqMRqN*5sb&q2sBz*+LCPb{?n8Atd-4r{c1;t-l zN0t3VC(sFV&4kGWk;3O})i4R|@dxh8q*Go@CY`l%wsqTC;(b85nna`-V zy=|Ibog5p}A;Jayp|gmvtFg8*(o|NCX~zq9;GDVg_1RX_a7!K<$|0t@p#{pD-vwE7 zri9vS#P@8C*ebcb%52Qf(Q==c-%r}$PSDM#gzt!AF(ZLGaN74e=vOKhe=|u`zVeA< z5zW`OSBbgkDy%0^yVKmXbJzae z*bDk|=}_cv+7?t{ky_F5b(-;>XW0FnrO2Oe3W&xbWV4(Te;^KuxlqdYgxWf>`Zc3>D4Ko!?^(ribB!c2AJP8Y| zi4xEgo68sD64%I8*ie!4Ilibq>W8K#WpGb&r~2=A5}9*yY?YCW@pZ4cM`6koUQ4J> zDNc?qUXtoy?8Nlk(pGYSs`DMOqSHL3gKK#gDXH4Avovb0AQ|Y%F%g8b&8%phvQ7ij z+zDcaoqeSLJ)4eigF5K?h(GQ{d(<7ohn**v|ry$LW7l`g?HmyoHD83c(HJ#}ALWxFO52^}H zr752>bZT1r&}nI_T+^Vi#4JbkSh{5yC6e8>fM_Tlh-7YeO}(&p{a4l^c8&ZL-SLZq z^R(aLQacTrHh?vCqtbxPD1lty}JPfMnUu?ZeqpiMDlJZiq8eg!0?> zQ^5=I9X}O+BCBz7(E~vWtXZ`z5|ghkjg%aR5HRF*EF9M5K$A`Vpdo}S*e>m*R1A0D zB(_{)MgTzunZq9eQC;r^>f22ctPl*Xrj3}|a$lqvIKYoU=%c1mnAcakZ~AiEi1;rF zLE80S>J9rFhyY4@^iDZfVDj~Zu3azgAg(dg?gxpb#4p$Z>(Y&=wmU6qD=5ukp zuJ|8&Jnx(ww}E`Elpr#s#h+42SbM!$x7%$s(r@+<&8a_I@7Jk)D!*-#anEikl2%h8d74fpQ0olIlqkVhKu(qHgcyvsaU&VU324rm34xmPDM$<1M&i^ zYs#$T;P5Gj{ivDB#ogU7}-TijCAQ>Y!aXy|pUR*W%nfrg{go5>Ut zPt#Ww>)PRgu(qvhOS_?^!|TIeD$0<8jDDHE-j8}{!*DmCK7IM0?zvgq~6kkqp+Ihw>}JZZk&yFy0P;Ykb5T-3_G7`BdwTf zMKwFJt_0dc;Ozi6vNluk4_}^~tb6VgA2$X(L_GwCqm@64`+Ho9?84uKsB2Pf;e;57$*f)!T&ENq8C%F%X1c`CNc0THPKEWCZ{a204*4I1-K{8?|QF;m!NkP;$wAiaI zuq)3&6u)-gBkwGShssV7nnSM+3PCvKP?nyX?1nS};rTjJW7RZc4b-IA%}oL)5xn~4 z*u@7T)A!nhrRlOKtUrvjl-hB0>bzFm1Xpt1Yi(@58S6)Kl|aGzmD-o*g zMHXpAl>SPnv1dwa_@^}NH5D(6yD%rDqX0=#g&$PYE%E_73UaAQ7t^q=t zTE&D1W$iNECMlh|l1it1W6qX~^jiLj+|`oia(DbdYb?VA4hE1(zBJVa@^5hy;v?Y< z-b8JmMIK6~`bk%N*Q%HSSv!Zyq|%y);5kQo(@Domp_p}{oIE9&UD53gJ7pDJYY-%% zfm(?HTRlfVet5Q;PJGP?pc0|FM%Iit3xm zOtH%kdF#mR+#6rmrURc#o{FY2M1UshC+trR6U1ctLpUcXB7VfMK1_thxmEWNQnUA+ z7RdH*Av=hMI?#mj7RkPU)2QeV1%Czwuhhv)X{qdz0$H|)@R-kvrl{S$k~7P7fL}CA zvK}4eRg(9P9Y>8_01nC;1og&ujD4{HvX*xc$79!Zx8oxL@|8MIIG&VLS~tZoWEHNIoUk>MZdec!Ju>cH>jNPuu2yZlZl*vn z#W1c1A61>9HKoZR98hKyI&23CeF^0BKF&Xmyn6 zL*9Ifj?jUaQglv|Iv~_msNwsPS8Hl?dSM0!){Fd^bT7f`uF--~7GS8pSHpti$#9z- zRXDRwdtaigmKj)P2UAF(_!9J8@4K*D3K-f*F%fTqiukr}U_Md0Fs!BA{PNl-y$_^2 zGAT`mF32nzEYJqaFma8!cd_Lh#ddsS>N&9O$%fHf3!sl(Q)Fk--Hj#6$lrd#YuK}J zvl_3E#B9n4S;6Nmt)cs|@vlhGs5B_&(RUpud&3lax+LFM>1F2I>#E!SHhytC-j1%+ zSzyO#8L0e$Vd>l8N(lDC z54A{M+LwxhAsl3p8U&4UTytMQc6=Wwfzm2t?BC-O!oW7-Q$*B5zwTK<6TQQ)z zr<#7M(?)Q7%$c5C#0BtR2A(_K-|j4JK)&?_I?=QpzWr2WS0WcuOn?cb8gJ+t4I1U^ z{uN*&O17JSsgblNK}fSW619`=>{iCQos{C^AZqGXJe;*%Yw+%~H6Jq(RlITzmecXi z(uheitzPaQK0e8Dc4%rojutdZuGY+ZgaXPif-Kx2k{_`}82EW^}fWaC{{ zVLqs-m5AX>^y+-w?)$B`cVAmvsz!4?y2s+^R92gsxkZ~~w1rT3-CvKjUtA+df4_lN zo*}MQLsmd4Qo)Phmu|IgLvw}Fh{6Hew*zMiE*VyrBN-4b9dp0f+co=qZDdGu$K+sgf1u1zpmV#OfB(i7Xnz#&@iA*M(siq0B^$SNE*)MQoXQDWa zb01q)du1A{deT7vm!}(fQwAt)%2-sw)~^xD(`{H_==AqHnD9ZDs|ge|mgp!d_m zP5ul<@z5pm?0&X3Y9+x-AqvoAs^D;GM%yo0uqCVvsyEy9>jj^xOuJWV>CPe{UV+SE zv<{pMvbBj?`){;n=2=w|2a^bngZr&*)eCb@XA8T#WzAce1}3K$s(H+m!KyNa6&un3 zhQO^h!j7^PjEkJ_-@?dSyvAuIdYg4Pqr>`DD zO}neXwIizGO9nnlXJvA+K>gA~CKvy{gN~}hh0P;_+)Kw%0YF4_BkJkIgUjUYt665q z2M?d~k!Uu~(Hwjd{#C~vElIZ=ccuc)NAss;ngGUECO)d?5_!0$f>EVqbEvSX_G4r# z?1gBXiAlpE z8E?SSPLOk)A6BllfWU*TQS3wQ-3}b6PsXFKuiVj9REwBL4IxI@IMT8)sDzK_%Q$oP z{O7?`%%0!Q4Xt9| z$~!~}eQbZW!)q&$apw^%BcqjT_%QFVAvL4_1*$+*zuUnM1p)3a&&p@cmNHC;u0Jv~ zDQ?e*!)@@KTWUqMUf^o6BIB!-E!)zj{2O|sTw=iA8UmfI!uEFonH7QN2eb^`YvSHQ}yTgwtElA3arH4oGf($&PL zCFd#OO40~kl@tXkbqy_AN=XHJMT&w! zu(-YXB3H9^Y#Ek&tISk5N{+O*5)#|enaNFvR_9)ooraUWhn6&Tx@}&kOr8S@^yLP? z^f$S%#%X`F*6K$Z@#TJaxwd*mSzYD2bfzLOnEE1si#Wa(y9)uiI*+hn7DZJ|X1c4C z#jO)0sn*|aqQhaQ8dr%bOMn$#>r!^x!b$0g?(u4pl_o@44pgV5DrzzS95kM2T2*T% z#^FQSY;d@^)!DTQ%M|*BIk%|Ha3)81fa|TM5_BbILM!u1%}bnvG9YlO6Vy;Ni5e(?w|x1n=St z@mk8~wg+ZR%bTE6oTkw!QIuw>#XlkEK~hSMiAYJX2c7S?TO3QsFuTr7l}M*YdtBDz z%GAT4a96`gP$gd&g`|sHdk}FFesuJ7)WT(lT`~%Ex}*T#5g?5`)yti^bKe>oL@m_t zzF|-|-B$NLDweB!PoMugxvlVx==<8;PQz55cMyTR6LJ1b} z5TUs?^#VEhW0eBGDaXYwyoV5m6oTTC7q~)!DOJfNkT*Md+Y#!$qEyjSi#j8Wsp>M- z8I?GXjFkeFCrvZk9OeSsszf9yd%cvx=)#c0lH1ER(@2f$!?=Ln6aOcOKqlH(8|)FokilL zl&f+ymicet-rR{i!BESP>2n&7C8rl6A$8czDYeK{bpkGy+&hANHX_{)65`99M3Gi? zbKOB%JXFSrmoy+e<6K3RC=`O=Pyr!U0_5D-1*k4RaE518RZyy+C%seUx2-V37B!9? zuGm1jg2j!-eQnJ#4s3bsZFVEDPciH zO}-KvD%71ibp;W7Cwt+NoaBcs+}@2f)H(!hF6tW2qq*L|08i7)9cH;2Be5k)sLG1k zRN7|8TWESBlu7W8T2xNZ(hZ8nG(23aZ6&8j-SHv~N`5TeYpYk8X2(1LRNn0VU0V7V133P3>uYK)= zY=um&&&t$VRYr+CDk2JF)eeHfT1YEO7D&>xgLDE&Ndyf;A4%HnB|qdzj(b>Q{Dj$A zJJyqjO2dFgWD5?2K>q+?5(16Rb`@*USb*bH2vKuV=oJW&+I{#Wp}zQ)xJpBcBjFNv zO_O^S8-P`8Q{AVhD#?>RO&X^rbB|VEb$X52VF4z{MfbhQ+h8~6vBiY}%F6SVeYlx& zEQ*C53^Y=nXenw$cU)Gb0!T{20tiU}kWH>Ywh}YSD-{|Vsu`M|7^@nBn`uo*L#dF_ zKqR4`^l%+P}AgH=@k;BxG5`AM0^je!~%H5yU z6%n{`nW#AruHXNjmS~+B%EGcaGo8%fse`lZ&d0vX>q;*)1K2EA_?ox zX^q_HDY_c-BH4(VM7d5jA*ov5BKkEGa1wUq;^*_@D_M!8%xS1`U6^T-R8<`fcu<6? zNEcPezn3#{%Mqw7jkM=BZ%mgQMYuX2+5L z09?!q-e&tnF6La}NT}ynFm#4RO;(UwbdC#JE#g?Ul%huCkQ~Q68C51P2@Ox9MuxW1 z-vQPV8@0vPU^XZ~waTyU++j9}mZ3+TDsxp7%vzrz#Uo11j=>(S{IE)`O07qvy&7c2 zu@%m2YC4iUh`!jY=~mj)^I|_dMnC$S+rlb6Q@l>BI3y4UP7ojq>_?pnRYihZOj!|| zrj*%CD2+<7Ab^gy=YPsDzYWTC33TyRV9kPLYEl%COKTSwx7{RLbe?t|%w&30nYn@+ zF%*T#eDI>i-&@x^TcG*y^+D|Y4oaI+msY1#VAHN;H39x3jXJA*8Mq1DkBlxhIH$eu z2n68InBT9BL-9bQ@a^ZDZ{b0zK~u@6)GEwNmnlhlAVP}!yJ^0qT>M*&BTrH;K(+BY zpG*uOMK#Q51zHX~K6p}of} zN^2^|W-?<1yz}gYDGNf&YGr)W!y@NbGrrqmr1wYb+pgPR_k00M)3)Qz%5FEn>3Y{L z<@gAnHU)Z~(^8v2Qah5hHkQEn{u>+K<8jl=95cK(Do~n!msDj@BB3$XlNqwKyi^Lg zcy~&9gRut_18IdZRR$_m7p6M}Xgp@A3O%6V@ix>w3FHnwa;$vlqN>ctllr6s`;?$ozXkqJ(@ zm)k_iim5glbu1_0m`W9>D@og#<+Z`}Vs%=cBSfLoDrTnJO`*g_Gi|J-f}*3j(mWv{ zBXPIQ(;%*`8!*Xz=nN%?UMYaJ3H-Zcjb8Hr#tgE?bPefTUoLvBi4} zW_!$vZm9NwPnQ|Q!Jx`i?}SMUd0UEU)L=$kUk3VlLYuK>eoBp}(q&wIR2`wxFPtD1*=_TzZfC50(Zfe*VqhVIDPy&h7}%p-77X zx2sawl_}JQ!Gzguv?Uu_$|RF=Pfwc>Cp22jH3o{cXl6L&&-h$MmqL}p?%Apo*#c^( z%ZB~D=2QOwB>gR8G3HzTuUVLRMExw|F(#wyr#1A| zVZ=-By5Aj2ZN4m&rNoqm%9>FtK>v^JlLu(upSxNablQ(~V5x!9asoC=)gx#k?G`;|tSiC20hGN&=eCPzz2 zQnjg-@d_4xC{jTLSlFA3VOG0KhOEU)u0Kv@0|QG@TXp!Zsm(V?C<{*%Sa__SR=x3H z)+fqcU6!IpOUs1eaY0J8?u8C#)J?sgN+X$hQ8PUn7lm4wncv+Zp<8GW#}CmE7Le7#Qet<9c9mYx%wTnt>Kn zXwhplnk-tLUX>b*gtY>uf)w+BI98q^)E!Z}d}vaQ$@Sq|Bgk@8`0KCc58Q4u#bTa> zrJ}~9_(JTGv3*w5cCq#xJR!Dglelc5#*r;fq^e_UjQdI}O2JcZBr569v2n72=WF3d zBGZ)aZF$MrJ2A64!r+l5_{A|0ligFBi`iCMl|ynqXz>W0G1!EvLLETe2T*4mTVRj;%_$NH+=6lYWBt!Y+30OFKI` z#jxl*xAafl`^bm>eY%|VI|NThSvZ({l$v36>bIh z<^Z_md{xj@iVl# zR0bdl>{yc{YD(4#X~xuE0SQ8h4ZnENF$Rv4nG06VvK2M1{vr(5)X>7%E zA=1mMVIguAdn<^v0F{BKNLU+-+V;R|{SPrmtG70}Nkh50}Ta@6>E_xKpKnjPf=!VZ4ih%=vgyHF}2>q_jjP#t6jVDoLA@ z0`X%}vXrW&ABMR|jHZJUgDfcNa5RLVDLkw#bG7a^2gnMg=K4&yfG~;C;npD{F-uLQ zZpGp0NNp(H1vXNyK25reZrb06?{hHC2$K7ARSD{BfvHMyEt~NO=IYBp-qt5h#@I`D zB~@cgn*+bWW@wc8Vw~&NamJGB^eV(?9smdmAlrL#zOQO&mB9|++Qi5ygOUZst|WNV z0$WK*H-Q)BX`f0VTzacip9?MIxpfwrrZ>RvZA&bz;H9ZWO3Uza!PV$0R)m!jowwvUA65-y{HaHe1u`YS-z7i7aixaBnNpIwr^2s} z5=HDh`3`u}ubLMxG{LC9QI8@VX=;dwkl;9m*>{4Z-sD|YHx@{>j@r56eIsq5pn?dA zGIMi(%=n&E)N6F^f>60u_CIc5etHm0D!yK(#tcY)p3Ky}p%NV{@i0lTDOyc|0N&~r zu<9>^EJqZEGJFWGEQexFQx69~5>LSt6b)O87nDHdd!3HsbNg*Urw7|{5@M*hR}~>6 zN|f0R+$A7*P0iJF&fZuN% z?B>`7@a&Vc?>ldc;0VbkD~%(giB6=GjpqEPHs0IjpYwc*bssGET6H`_Qcw_t#(7Dw zy~$O%o8cmjSd$L4y3E+KYI0VR;?jj|&45u({z=^0_S+1zBPLZS@f&qKX2*#{r~~9L zfwT%eQBmYbr#%q{O9@=C*d+=I7XhMfMx@x0%I9slB`>zyWD#@vw}f=fJ5I`-cE%%l zfGw?<7GZ<`Dv7Ma-mwNx4#`DXiN9WEdrLsp|`B zLxSz4BYzqPF=A{11mftSMRpx3qUKl2?Lu}!bvqVR(&2d^>Iq6pKu9L{3b`jpBwKn* zvsYI$FiC!LQxrSFb~+kSLRG_Xl@DJuUi|IzV)>s?d8g4ODQSd9TB4^*vdK9`81-wnKZn-vrK&IAZRHkWcEJ-cv5#CrsXh;@2TI6&5 z<9thYt9KN5jyCIi19FupT!DS8dF*d{9+=9Tj>o9H3S91zV~2uL*d+w>7w9i-t!<7F zGYwhdqZNxh`T`SuVIjW=1xin@*RUU>0eTa}H?9(;>6Hnw7N<8Q$*iF;;H5>krJ@R- zjOrUyQD9V{S9_=hUrIqI70q`l<;YW>jxzk1(wI|fYEs`@u0Dlz?8EYxd@OH;ZP+m8zE^V`1jcS##^!_*5~>{e8wcaw^EqQIF+ao zsMv3?=g4Bd%13@x#vl%0^|?2($uVhzN!KkZ;UwJkkH-5)n2MJ|mZltf8XgWRGLnHH zpn#&JTzF41I(ZRexWKOKCWhnB%%w_`CK_3BauSV6Z9&eeFe3ZH^q^ zE)WEy^Q|ooxM-OvNR#h;;?cfpGYFRlv)51O#uQM%z-8q=<0`e9} z_&^5jgr?%=-dp0Zhc=law)SKxnu^0w6dr5OVl0kVKN{HeX&hcPnwLX? zN^;azhbl2jQu}dTLX;4;98RT>O|^^M5y)+Zj>QxG4Qa&h@Q?oh9IRCE>Yk2bEknLK z{1rG`LYzj2kl?lTTH@BXhtD_En8a&mE5ki zI@1)%?#77g%5`zv97yb_c(rKQkX3VHppjy6#)neoozSEh{969^u9c)Zq8kFDc7GbY z#c@wUYN-N|eKH%WshgFAABYfvzN=YW>^Jhk_rr;^926@<4!FNAdglqP6aKu0v9AwXJ`+_ zrbJ?{^M#*;Ex52gI&`R~Zl?PUx4&E>RBDKNs@*!H8hkkkaRr3Rbu1kvLgWoaCimQY zVSTO77B^@V)@rfo&|lONxnzYT*rbFKl@DRDx2p(s47XTQ&(5jFfT_iR&=Kkd4YmkM zloFLRb+6)po2O9uIH8?Vbn;VWbg}7t{_txPv^zbg^#RcUnSf8MCkA)MBwoCjrm0gY z^{l*!P}bB!+uRrnloN6_Elmq8)Go<7&`C;?3Aj-qo3m!!ZVcMe7@F(V30zlKF`n-1 zpa$zpNBA*vpp>3q3!U$T{JA2q^R)W(huUeSfTbmbIF+R;O^GfqVyhF&=CByC^32y{ zyDBnNw_4H^lIx*rN#sVax*WZnv5BwMIN>1OM9DWjan#$DT+@#!z5*;Qk+)2c4T;3k z-f_)YBvfM)SBSdYIeHsqqI=Ui?uP=CYlH--sFSb)_~|;JxixB?F+o&_@xx0)(a3ql zx8NaeAg0L$M5lY)9gi!Mue9>(QeaB&GhhyWBjs}CfRsFe zN6j(UHl)<3k4MoJ4luBVsZEa=QWTN^D)9hC!78=28|)>9k)oFmr#ZmQ#zlx3ryj>^ zP^9V>xFR+N2r?o_f`8axr+Q!QMjb0Uy%IZ)O}_=!;;D^}jnuW+B#up=4aUG+f~-e% z6>Os}pHZgMA~G0aL|C!fZKm3gg*HmAQc8*ff=|P4RllArS@CkNMu!|fE^>mBQkHCA zkmwtzfPrwHT8)6^b9-X1%$drCS*gmWWNJ%Gc3`v5r34jRgQW@Bl@fZ{Ao=6XA{uF+ z84{b{a!JYLWZpOBUH8G1ujPO-G5NWT`R$5d%5>R^cCD9cPSfMdsl6GuZX&{0L2d3BqCYK@DEkc79M8(N@4!0!05BL;rl2+K%(ExyKEpSII z@LqvJ%W8Bz>FON0(g-g@i!~{XKpqr^(60~{`=D>V#wN*wO_$mpFyS z={`665n~6y7m;1d@hY<-KIBuvWg&*Rfh?g!4Mi&_!UFXRf`2CS=B{9A5f>GyGul&6 zw6L9D9Rw?KPNE35$Cbz!3E7@muO>pJjK50E6BODaNo7(J+bl;?fl`u9!C1Adn;Rau z<(_gx?5$Cg8O5orzd7YD8bkV)(H1sJ1;7H~H#Q_B6X%4X?(a^gTRlGaCmdL}rC6Ox zH4Tm+0#745KmyyGk#c;1CK-z+q9ed*lUHrV-tLQ0N*AemTqCIo8kAC=pzY8F?Vg6I zxrPN_GFG8dm#GoZ+8bNPP|{ML4(DYJMB3LD2OT>kq$+P~lt_sR?lid1&D5>R!5R`z zmx;r-_C0XdI++@yKCRv)$9efqs$!D(DT>Du<&-IUf{K*TY-vgqJU-O{EAJ2%vm4u& zI3@=(IIi^CbS-2hUoWZf+a9*4k|0x{2B^{kT5ZJLQ&#Sga*}Q@wYppM;btucO%9X5 zTaN;eN{n}WD?ui}b2>)$Pv#)=HF! z?Pb`}WdeX2QCd_ALIGLWg>DCzsCzNsZI<{O?>Ne!WDrjYQ6lmpAjkm7DYjDcu4sam z4m`K(ZvjbFih?9dZ!AZZCM`|oP^julW4olOI*^mTu1A;~9){P)8W(02RnwDMsh%vC zTjK`Su%)HGic(6o1fMW1ZSYb{ZwiA=GNgjZEw<=sCE$T_5*)R{ZMU;-rxrF}0y(ZCV<^wItc_EOUk#GsUu67*y{{X8N4LYNj>XBo(`^_SIIxZf#B&33Ges=(m zVZ!EMp|HA3a%sF+;VTH?gAxej3wp?acYSZW+FOdsYNzZt0Y|t`C36IZi3x0GO)`Ni&Tf)3Pi<*z)gury~^+E z1L?L4M5jTem~*L+V?}5zB}rw&#R*p>F8AN_ZO4RAuH_~j^w9gKI@IjP+FE&TUL=}l5KQ=Nc9XoM2eLnn6$}L-PEbo zDJ!yFQnv9V4eWVet{%1bs+>mT{!L`*SyOF<707>JpNv?bSGX-)Jn707`cnLT}UobAMmW zibJ$4!8&efkcJkfol3ZBC|%0Dw;s}P#uSzuJ>dHT9bnl10NJBZ($qLX`^5Q+k1FXX zw(ekkG8FsMT=DS~cH{_6fYKbsvR&x?aMQNbFBXWl-4sDdXKKDYw4@o-0V-i zI zlYDgW6p^A1xLhZdxy8izUWL~3{T7%H{Dhn+vmpAcI3dV zvfPQy)E6y<5TrH{!Afj)0NY8w(}rVWHz(JKaNxm!Tri@v#}M6oG=Y36#uTSQ!T0>m zFO90yzC&dP-@Nspwbz_xc$A```%VU1N;X#scJTrCV_mL1f$A|Xj9i79R?FZay1N2R zfY}ln2}6V0q!!2@{WY9HuhnHsesv<7M@307+O*yy{2&8~*$CL`QBM5_E&QvhZAo={ zJvOHXZ9;Zw>D@FB9&h}E~o=1Dm1WRb$)w~ynOfZp|(&YgN^3x!iZ z-R@-UEG#`1`$~t}4tvd$n}L?}`8m-0&|gc5|Q8SM*yn zsMLv2z8&Y#8gbmRZr6p&Ji>0>YNh!Qdt|BN4o`R>mwWfTkwN><_smYEQr&%8m5Oo4= zYiqf%+>NpBXQ{_`C`rrGXw5R?j`zBI0R?GXw$Bk|2~a%8FjRGgs@69ug-c#urPFG4 zCDk0ORq49J%{HDA(uAu?Db%Z5Qpnb!atYgFF$S9MV9jtFt4pFGxD3eSQ{Pj|N=v%{ zK)5eh*p*!%3-9+hhhL^)mjmpHGv-GkO}4=Dy+k{{o#vxbO&7k?(+;Zp zk!3oB)fSsJ;{ZC6G%c_TdX%LEfNXVb*B3@mmb5`~n?6b(mZ5PS)TIteWi}y7Xdeoc z2I<>-n_9yN@+mbov;JI&6HgOaaj7*{;4bXC5&d}F1tDPAX(WXuLe?X8b<*lQ2dPP? zgCTN@>8fi;)8o_@e(zWtTk_i+I-{szO{Bp;-%skJ4V1bZIUe&L*OeZ2kqSeszL@Ss zkEu#rOK3?^w~I*lq=COH*k1|kLT;syY49gJ>$OTGxs+5VP1hj^QkzbqNU>9BWx}J+ zr^dyARjR>C>4kcoB6Li_BDG7J&|+qXB*k?G;zAG*mz!1WE`+5jNdz4UI~(GCE|o}Y zyHpZ=It$(g)N0Rql@)JmpCKnUrOHlGs8Xp;70G@paY~+4c&mMv9#BcrkAu{uBbhcO zMBBnPygI*UvMO{1)!@4bA@ms&7*x3&5_#)K6(LQm@2D!=h78u9OliV&sY&3r(ypgp zQa%$-!(FaCL#XHtu%g~?%Y}$?QkCH(SQ4RgeTOoAMK3Ti+)AXZ$D}%nYs|Qoce3>;l-%?H zkIDwv`o7T8c6OYl0dkXU&FAI3TZqJi^zUk8CE_Il<885j?|&LN{Yh#~KA_A=EkKOG zh=Z&t)E3jBI?8!2z#Z++khQQuhXa!1!I=8lZd{HzC01Hcs{jRsvCau_DVQB#&XD0vfbIt{J1*voaz z7)J|4UO-X$vPtE6oM)9!#OlU%4Q*&$B z{!dmIX0Buh+D$qlmbZW|0~R_Maq;C1+Go*Y%wW0zJWg~E>uUF zaYeGqTeY>Q5&#z*u0A&_V@%OmQ?$3K&ATS4Dd!g3af2yZhJ)ftQjv97dvRM)b2Qps zW{%^O_nT%D$#O$aH{JgLgE!Np?vgFkY;m5@Mx~IXjjRQv7&th+r_55od1@i?3I;vQ z_)hs0TQ6mL)GX?$m0EPzZ59ZOr&37Yb8jLEIH{1g6DqdYi556F7q^t}TDo0&^r=!(CVY7jvA%F*P|VFTqW)uUMIkDE_^5Cx z0UDB|tXWA{m_MGxZ;J+lnPW<)!+ECG+s^6^AOY|zNF_--i&%?t#c`J>7wL~dW~`cI z;`nsDwQ1ra*3+uu+wW|4aZk(4W^E!A~T1AG4fSEBj9IU+~ySPz>ZV0zuOXPx+fqx9 zK9wkIQ6wQLNF_=(Cct#w+hdg;lI=#V8bpADHQOb$Hk722I*sk9`QqB7IS!f;mMV1d zHZ+?$<6**urO-5>g^jP`Alx0gTw~Z$%nOrN@U6qbo0D5HOY{tw@oF$cm82j=+W3vh02caegITKr9|c#PZtz07U%VnVFAYZaY#7 zUCp#KT40A8X`l~;sM$(T)Kq>o{alAy#K)aOG2=vW(zG2Vn-jWrPy@@SOf3+>BpCCz z>(hGShEA14jGOZrnHvu+>2h0P*|M4qw6>!*qQvmR#0x3#%o z!#&+IW|*NNlGI|2KNO7wi+gW`Idrt90f8gGCQ3?`PE2_2X(&=sQW^m1XsJO;C0xRX zL5C_MPewzrm_m)n)9w#ldZ zH|A009e?MwjK*Z)ZrpPr^Nzj0>$Qx=PNVClHT2c_?s~Y&H64Mya-sZsv1Id3*sZ{pfOJ0Cn@w=3^_XnFbL(tJ25pp|U6%*l>Rk5HXXb>sv|FXVk{@oi0XNsz`85juN(|HY~CMyHXM4 zw5SXJ0AvoM-U`@ zjlK*Mu-Fm3tU$qZQ)D|SFHVxT6yC_v;Rrw+f>Hnj+HOy?1e<9s3pN1r_4@F`#9RxU zd$*1~ne9uEQh$%vpO4r^UZO;%sdD%rOL$ppCiVw%2SIbWw=>TMEIEtg#T5>x*^f0` zdiVVp=|_o0QJP9b04oU>-uJ*<;VxVpy)IM)YIzA8=qu2YKvJ}hdPUF8g3BXo8{!>h zGTo(0MLoo|Elj8|v&k#A$LY2_DdM!nF$5(*ks_1pG^(6cq%k$>#VNEROvYV(wL0C% zDPDxw=pyFCTi7t2nj^=JoHE18rzy16DoJ6Km4tviA!Lhm)nV-GZQIQHGIJ`c57O&2 z`h=F$)UG6bEQP5BE3(oGohJSfxEmYWVyD`IrMEk?l~j0$eG^>OU;@%E*c%VJwYhca zk4PQSWn<3cKTt4k3=ICGMZ`STohv^{wl_EVf7I~A5&$AVGhWZ3^PkEPoY=rTH zehp)ALWk$&wYlP|3wY-F4E7z#AWL8%#ptfW%P!{WI({gtzO}(E^Bhof*9w9@PLFb%L{z{s$4!K6pvs;@@4@*>ejTaQ@Q(A4r8i7$r*c6W;Z(XRY;g!N4 zsYa|uRGINYnq^A}B`XI(Hz3&g5D4{RxLq1uVr+J1NL4{{w6>R2>Pb!2ZM=r}*ng$A zc1xqhqCEzdh|QSDB}r|v3Qhhtqq_I!j`a<&rKUsyXc&uF#sPuLp{!k6np>c(-2Mz_ zl%Ebj)MY&p=}gJ*hD?`&M1bP0U=nT(`CE|ok-j)oGb3>RJxH|hK^A581(X7IAlwiK zTlG5(2%ylE)g{`FWSsn#E}aqM_=UBBbI8~pV06GP(J0K)=d!rurBXGhG#7gSZE#NZ zK1Y!UbI%R!4PKvI=W?X~0C|f6jj7FRQl~$}NFsjLK3i1rn&~w*>Xdfpxj=qXO(BY- znu=BswW&?4qU%amsV3kXl#N?*g_$!HYJ{j1xNpg=E({RE^$r=;EkLN=#A+!>P)I7? z$r}tM$zdE)kQ4_oalO5GDM?ZVEyz))qMazb98=0FKyd(Uok`zgy}56Q*2-8t;s@wj zCliWzC1>U}#$81BF6_&SLPo=>1LyVNQ}P0$p``+)gYl1C5UiN<>&Y!SX4X)Jy{AtR zKmeuN)^2`%@IsMDk1+;Ea3O5Jp|*_x#Da8b&Ni@YMBuS{W zR;h6!mBCvNufo%4Tgkr>J6itRo>#<7&pM)-wJs?kG2MF7)YE5BvPtl)gJKP~KEEs) ziA&3KxX>NTvFOsyS< za5~^|g|P3>WAA=c)M|K}93H;+p*1=+RhY_o*W489lf~sMq%CIV_a@+#a@&zTe4=N` zaiPCZq8fl^Vp7VX$a$?nrgV}SBKJy&P&eG{FV6Uz9;-cv)fNQR{37^-OKlDz0@uEh zIqai;f13-=AVR3e%u?Ppi2d+ACDk`)Zf{|vn;q;2m4MrxD|xhPmHsgTe@4PiH;uLx zjNfQ#5veG6f?~i;$+)~iNsLS$RL3d#&Uz}Ks*+;S+KN+AMAlT5NFWeYQncM^DbfJ; z?a;AgV+DCep7kxIH3h)pA8Y`C(JeS*UXb*j=OWx3I3A=2x~<1nSHIFOJIrCeUh z7XXi6Gls6uB=CDZ%gmrg06SyF(ZAR8ea+yN2Yma%fhM9=~k5}uHT5v^~`xw zYF4Jyg|>95BoKPv3%#SyZS+En{8cTvD_S0IGX=%Gs{#lbwgYl(MY;607+Q{GLui_W zc#cK@vlM#pI z#+Ie(<5dBB51R!QgdSkvT~=hIOJ<)4G$cBOIj!P!r3tV* z4awgGmCDC&p95=Wfz4!aw)!q?Iol6+O758>zTbEw8L_-h z`{twU-BR@}5WJ3rPm#Yd)-6lYYl(6n8Y@n`rR)-x{6$;aRr-4HA|+~EDw_fu%arV+ zs$6$g6qbhHasbh9KbYSGqrWJ|<02vxPyt*RiE!z9*0BQjJk7=a=cf3bDw_L~BF0Tc zh?QqjRWdtmoh2adQc1WrzdenOy>qjxXG*T)hUdfXIa+7J{HS9{TS}G97r0D3&?*bH)RG7wU#L49docGBy$+`m%(B}qIFgwGJkMJV>;?R=z1jN_CDA2G zk4!|F>;eRNO5!M}6<83iM`WG6&ycWg(c6ueCDZEEvYKS)Tu^=+X&g169(oTUYXfbs z%ETN4LNqEm~oD$)1hi{DMO0|dPg9jc^eV_ymsL3-c%wLgU;PO{i{XBJEU=-T=e%n zX&JuF!zy)BCf$?(ONwsRP4+u;>$k51YS}TU=|jw{sfP}bR#KlYZLy+1ld1R+m@!yW{!Dda~pZI0OWE-gy~)P8E#^vX`3y>&4^ z$hU-^c^IHsTeIUkGB(XkcZ7!4`qI(5ozM@#k6E$$I^o*4mnrI`w^gJ^R0ktH!r(4a zxNdlFeOp@J`nD^$b(!Y1-XX1QG=+uy8noF&?aQss9Q`+2tjPV?^KTgL4K2E`l`TTx zgo|6(>)7G?ts||t7t8EMN53kJ6cLNjx@|y2dDSIqcoa5}+7qp$__>Q4kZeb*o(!{5 zMED{qol_wXha=n&q$qBcC!MTzvA8%$mzY&as4WvBA~}$dQ>kN4pbgI5Y;XofXMVcu z)JL5BcyL%RzNn}Pb#}1Og?-4m-2S_dQ>iQt`viOY*KII$Dh&aev!_<0L6GFCy+Lox zb)e8vl9on*Z=?(PpIJYX3G*e>YPD3Q))gg6C46OWn**>(_V2K_hY8W3LUJ@p>@g%F zT9lPFCBoy0QWQspXPS1w=2>=Akl0E?WzA~%K&?ms4;pQK?nTFuIPB`qul$F@5fNyC zVI3`AxurT~aCy%;yz}+FFgr~^bWM)vW@3N?S-MsSLOo*p{(O4GHfH6}`_Q7PrOfWe zE6*-6P^1xm5>3>iZ>MmPZl{+xbDe2?83mW0Z6qa0BwSz184jl4)LfGxhR~-ACNzT5 zloW2Ht7C9TxFd1-vvp2u3JMu9e-A<+-qQzaTJ-uwI2;N2hWGpJIf%fad7m#g33YWQ ztR*YjOq#`ea|pQw+i{&GO*1W zp&{im)j~{18wDr86r>cAl#y^q>PhRi8Ys>^7qhIq!WNbiW0lEwk~{z_80Zy zj?L6+Spj;RksO5c#@vp1*NN{IY_1cr<<`{imFlm@M0$K<4r{66Xj<&qV0>Z%@4897 z(t3f$o@d zTHpFN7>QVI_g*rLXT$LVRE9r=Q;m{Bm1OQhNwKgd$CfsA4KRlb$rm{>6LWqLVhMq3 z5hRJ4&+MK(R-_jeLIwVybM%6tCjS8KH%W+$*KC^cc9!6KSd!bCT?>$>mM^%vlmS1O zTG;iGuCZJG>0o<5ayj$_i-1wZ;ag?z`@OKm4vN?SZ78=o?H0qemD zYGs$)NOTfF@DeUAFJp*}zUwCFHYdzrTbX|^zUtk3FH#(FYARBd39?Bia(2dA`#Da& zTya*vn2=%(fDyIM=9nDeOaVng#r`-r^*Xs)_VPFia?V*d{{U-LZ~O~?s~B?5SmZL@ zAAP^vP5!KE(x}P0P0D_Zc%rYlN#E6gr!3`=cFVM}?23{4G3d*gaBe76@NLnXV4{oZ zQTvsB81$uE{2GtVfZq2q@Hg}{V0}SD^y3a)pNE-yyg}zN%SpIhf6lD07*B&Skt&@P`F4DCB0K&HZ{7e0&G*(}w zld|g9{`^b*rV1)-IxJ}L?u>ZJuS#B zl%dvSxXsjUb94|-#ZKqT9DM;z0^#bw{{Re1{iZQgDsV{ndd2+xFDHNU@xs!l9OF@+ zap!@b)hV`6)bI$Oew{H(kM>QFpOfBRrc~DWwVYL6K~T3X_2N{H&oYC~%6)Jp@uauH zb;Qe3R;2au4aLVYH$6$gVMC{l`^9JcZzt{JQ$vIW#H!H$01HU_cnfJeQ^M3RXcOI; z{W-Z<@o^hNaOVfnzqbNB7C!*N+uPjy4nP zL)lVZI#ZlUgPM7AQNt9YJF-lw_(HR}`~6?59x9O0AJZDo&p7_9P8_Y2YIQ>$z?qhaB;B;>}^ zjj2rbPm}muAgbC@Icc3^^y$Clz^dP7S#p@eGa3rnxXf8#-w7#-&B+yqOCuBxVO_g@UOM4YQ4b^lUxnS4Fepc^|JV9aJM&rJpE~*)8 zy^Nez$DSIXE?e5>cvu8r^!pEnQFJi%Gl!HAc6O5Pn=VW19?+PZ*pqTk!#)nX-e<=i z8q~YNL`?9XJ#FW_xObpT9-@ShU{wuBwX5;REykz6P)w(HvMN1ID74q^F7ajiBj>FBRA$-knlPuJ6(v>yF4((9 z3a#O4N3V^yg_g)}!0LFFUNasRhV-i4Ub(E*5#u6t-DGa;pz)a8yDeuX;KySHTE+NX zt{vMKb>Yr$4IO+xC|Lh>EFnp63P*P9E;+phnDDlNG7fNo`V(wPB;DJ_#Xe$dpW$Le z(Ho>Cs`3&%-hAQ!VuKTwTvSu7Nki1Vi(EpniDjp|;47%xn|Wdxgx`EAZacxSR_kuP zB?}+qBzg4+MI!cGtKYB*iA%kc)cfg~W6jtnzYLAFlmNTA`hD?uO(vad3~uR0MBS#G zue^m^9>dR1GaX8mMZX<3UmKKDMsw}FzJ)BWIcY{JpBK)y6z<^#{U(4#2R{~jC0no4 zk47xV9;w{#;$1Y7>qW(c#WX5>$ysUQQhQ7uu2yjqqX8VVZ4#Z6gyxl2L1{X$)6+ND zRhV(Vs4e2lQ8&SX7rfWSHILs_E9Ak~+bD;51MS{QNKBkt1X-GrNhOg`Z#vggpAf&6 z*`e7TDM7W-q?kn-z5oliaxj1|nJPptOL8EF=ueDVT!7A}0k-I zzrPuu`_#HLNAWdVcGOlT{R4i*_8z?vHB6PWkrcVOHHeyuMQ60;*{H<+7v$$U9Q3iSJ4y(=O&0g1 zHzC*rtnij6ac*`M@asy$1tlczk6|kzESeI+jGz<17fF;i{kdXdYRGi(#7C8M-{VRT zA*=ff3_JBIa(?NIA-(P*Z?0JJ%a!R09- zXY!5UWB=3p-aE!#@vezxLsr?^y)CAUjUd>Df)OgA6WVb}y}q1bavb33G8f`^ssJ=C zAAVaXQaj^9C$~q2I7G*;zOU_!w@aqB`>W-&n8Qy6GGI`3&rU4WE%SA+fnR1`BXn_p cZa7stC-Ca+9}N=gbc3JNM3#wS!jdTI&^S~gmGCMFgZ z7OE%gAa-UDBQp#0e?TxEtK#9}k>cZ%G6N}q%>TdB!&d+WJ_ZsK6AObKfJuRYMS<}! z0AK!sN{6{Erh@h(${DYEP3Mqvoc@(IO z6DkjSBA{)U`aQe_fbl6XpwuLhI@4AoSb?}9@mt)yVesJ0ho~?zF2kE_(D^H-$ie!O zVE{ZjW@P6}kFV3y!rExa47(+C?sLHzeT?464T0LZovF#Px?q0V`lQ2J!-HvyEoAW0 z10b;BMp|n?uSkMfNpK;c7|2IxYgv?JnP_;SkT>uf{mbeBQ1DLEaY9PVe+xZtS0jAC zyia_d>6Fa-!A6D&kj^GkfR){I_ol(2Ii^@otDik6Q_bY~5;oOQsj2jN%3Xpqk~$?0gh4C-``HEV zV98O|KZzAbKhg2VEXO-sZp9p-7y1@45mqW=;XI1J2>_Bps%r0Ycz3CT&(5m7l3h+* zuVM-oI9nN_GvAp7shdc?cGdIV(xLkI{SSF?%3QI*$rIvZm4*j^QyhP1K@R5Ll#Ak-#`AwyduM^@v+YTAtJ=XIX;ut za9=NVacE!SW0Y6zF*nPoR~Iv_u*_L;iU{A@Jl z=kVVGK|4fmB_9AR!|J?pPbgIt&rWJyP~t+5WiF~uUXYp8SRia)a75-9yvXOAhp}Cb zIx03biI$VJr4~zY?468riDtfb@j8%AHGbRh^m&c2M3b_nA5nF2e^C+UZ?6bdA3HqO zZJ@JwINd)hvg;GSI6Vq4qDv;iE5^z06ysGnNzwC-nSVHle%Bt6zq|Dxa=xsi`e1u= zD}T(Sr_+*3v$jlh9DC@+2`_Y1BeOaI_xu0$e$9V1?Yw)0@OxyI zhbYVax1isDH7PwpI6Z#BBXO{rY2k9(`)u5xfUp90Be1fV|SS+9` z3kuk^*dKgWoJA=rmRe4N9kT%KzJx>cR-IGhM`PzVjpGQeD2&__DmbFz@ z@a_B-WQ^=Ns*42U9jED&m)ct>lw6fqjmFP0k&d53&$tcsKkGZGqjp6}DTlGFo8J*| ze|VN#wz>?RPO#<~>aHZON{*IJNC}Tugl3D7nyPhtna-m)D+`Otekpwkj7sO=Ky{f; z%zv9si|{~rsB25+NhbO~0QAP?>q4>qIuL*%DU4ph1@|Ww1cD;~b^Fv|oOs3nvuy^L zb;7XrfM56m91%}cP3p=T>JK{(A~BSN3#sqPNwyO#dZmBgu zM5Ir+=%B3#R5{SGkY3Es29?1WDHW+a%u6>gQ@EIrU&Oo81FUi|mJ@)*UHV4|hf?*S~rwIMD(ERU&<%IB}m~)PD(UHhB zi82j|2%dpS<2?^Hb2n2s1h?krM3!^?COa$wm9Hu<%N_s9t1~{XRVm!l#%XYnyCM8X zUBzn6H843zno`Gwf+Om0;C4!u!K z8NR)#PO!_xObZ2nYo=(CIgd*Bwh@r%p7?iNu4@g+O$QVE*<#rl2^Cg{D6uHLdH@`kuipAR00`ILb}<`0vi$eqR}5qfCon2i9rAK~ zq7`Yk^Pddc$5KZH&*iR_9{~444}fTAv@>8$BA%DH8w6V=G-LKj~=0LaU8 z)3$EMDWQFx1sCCm+T?Ou1!C!`_1o$YWrf*sF7nVXFg8?*;NS~VsRo*~J(#J23D!XP zWI64a0PajlAYEeGE4#F{%UCO}A*c__O*sMg>m9S9e^hc00PUW2^JiC{LVWtMCl~+u z+=XOzA&e`SsSC+xMUP}jMJP%(y6XY3F8lyE-~UIwJ<*!{_i5;(iR)`YdSL;hy~Ve> z9~(L0p5*bz>nnW#?9Tn=9WOY109>0N-9Ne!(axib;#=R{AdBg2oS40ei&6cqZ0e?F zP=j=0a``2SS4LENS;;Ie}zRPL7-wJpD#7@iO;%N0Gymn=9+vgAc z?nn+IPOwgQai#G}%NIypUi^ksgvo!E;o%U+0@kVj&Z(T)fKCKjquRKfvyC)x45KRuBM5xHQlYVeo(v=!_y7%VH4lgTcBGV zMHRJ3xHMDnF(3Iz3a{}HY=vu+f!WvVw=`b~?-4B?fc}YcbB#N`-4J&3w$32i;Es>} z!^pC%RR;)S5!7yb!4Sklg0%>`iDz$3%>nm$#kcA-kV+crm(x?Hc7wN?l77%~q*M4) z`Yu*`K(IWHOPe-NYq+I%;t=6s4$T-7XXS)Cy0YGVeT{9asMxY2tQUOm??C_FepH0u zt-|<+{!O!n2~5ffYl6Z^?c=rT$Sl5&ET)?-akgSg=6Nk_M%|+y0A@3M?X#agl_5za zDr@F&bka)k+49w0uuoYAegYj}j3J6EJ|?C~5V>>_$PS6e{91_UM%bf{>+uYu z7kbS941+06&AFjTH}vY#J2sZy+d8W75@Wbj{`Oz{51w`6Q7_j(#V;v-mW9`W-c}=0 zMuALUpUl?OeQK_DaMjQXFTLNB|D7jC@m;S|o*Fx~G_ZcXW!>2LID6tHtgu+7fimQn zI$9?4=?{}T&lTezgY+vYVLsOM+N%E;{_TCOMmNPTmfn|!Zl~VuVJnUeop2VpjXHwP z?I&K-G}P=)hz23-->Fh}&jU?%a*AqWExePhibLc>ZciYNN(>jf776|-Q@HSyZah5UZWqH}`rSA;NUf;XWQSVZdSDZw776C457FjE}7p}>bk{mpJ(xSX99pMCvL&X$o zsedY$&E6NrUhN#|174}Yz2tn^e4-}Gncze9vtPw1+$G0!m8 za=fm#r$;jv3aKp-;8V!2F5@8YmYgxOJu12<&m@D2?E+lC+mGm@H0S7;=aparj33r& zf4w=cIOK+xElJ5t|EU=$kh%bYLcCSNJVYYyN1TTI!wm0>{gVIA;L1YX^|j6C7RKS- zN=>XRtnPB)lQ4Ce6$2H)D4Wx>>dc>-N-PnDZ8e@bzN(=W#W`|!icSm=9+$!J2ugS9 zTjPlgbx5m;Wv@C9#b=ROvRL(TbT)gM_t7Xj;?Ye)#~TSQ6Re&TC4>*#ofh(oOP7Ng zlfGJitcC1(STMKu7J~A^q|33HZ7k1=x&8gTAQH?X%5r>kX(#_WdL;J{w?cRCZ->rm zYP=F>^Pe>^v*|qk`1~eY`>yEGE=O{8CP5=gcT2n3zcyua21#svD`?P*x%z9|%Jn}1tepvDl-9)OvnemDie zlP*7xkbVJFIkI?pHTm?&EmZtc?Qb8F;4y=WGEX-p{NMM~o1f&T;a{aZYv~~elpgCh za}~4%i+MRbVWJpGO)9RJyGB&?)Lx9X8DnBRbQSM)ysRc`SxXJX;`UOMHK4*H?Cn}- zV-Dx}BuTu3rC1s0910~<->*_rMA|o^oIfLnr*LQ`3fV^YCO?;ygO{njr*pQB?0AW(taeB4p zD&Y7hN3LBOh&X0(46(_&zXJ469Lpewyezp)(eqtTG8kDj3V z8+(!~2vj3ZF?O=MLw!>%6FjA_(W^6ns}?$l`gVjJuUN3`diuND8sgES_{oI`qGv(s z5g~t!TfgW9btK}3`Dr-dZGvxC2OU!Sjk%|6WaG+XcWtMUoLf;yN2Vv&jE3fxh(2#u zG1Nsk($ha}Kbw&c80B{}_Uv<&CG*j}i)u*hBBsH%Hwhf?`{PJS*fGzS(|Y{5R{77y zvS9Cs1{89Ej(K*!~Bb8S3%oK38d)TegtQq022yX`-F!?U5T3lc!<+)mk>IVoVIsW+Uik!r`kxag|!6{o7?`}`W*P-$fQpRPSthwF=MX3n^Hpbx`qC0@o!spuZ zC>-KIXzJdQXo6+iZBPSMI?J%$3$0$p_JGr>t10Pf0gfRCKVa9pyZnFNDsW5#A4b1c zQLs3@0>`QzRY#qe4A_Zhn1QJ*elcbv@cwocKjD2*3t6Ww*D-E)xceTMXNgk1%Iha1 z?1)z2glYZ<-x4|nmGS@(td1n$pv7X)d&0Q(kNVq~FT{t$_c2lN3}f6#6yS*aOJu5(-zcfLo%EFj)fPb)|EWX z|5%}Shs}a2Mt2C01N+yZ4g+4_)EO?em9cFL@l9e%5hN{~#v0qATRJWh^z4D57U;S?jef(Uk);N-9~VUiuYkP&O}E z^8zBmm0{;DaA7S;Ant%cA|PQ(J0C08Km})l6tb`AgwPSz(Lwwf;f0^j z>1|42Bw6g$ubT-SQ4tz=tJ+gbHV&hMC3ahdC-i`VZW%7C>bM5h)WE%=aFoY-PNN=> z^v<)kz-+x`ilj~DItEIIf5AL%%gV(jF)mGv++N{*+T%VYP%74xN#0+yrvRZB{Jwdn z9b$2?-)9LOES(eTI*zozTPJY)DN@~NbjBWC*M(9dgfPLO-l-d8NqDc(hQ;{my0E)n zUx%O{SO!`!@!>@#TS7xsq8v>m5VuCyBGaZTKC2IdD=)-rG67e{;(-3gzO)uavazFA z1&@_{5o@&;7Q(y81xeMtRLN~Il-coRtHt;8M@E}k+EvnmciKUXaXW8jO+~m4f=rw* z{OG!u_#29VuDHPbl5Ya%I1nyiArIn#Z`QJ$9U#n+ zRw!&w=yO%nu>tX^1~{j+luV{OOIab;jDGO)d>Js1^S@i+3vKvV^sPtZxMW3~eO);A z^F3{)llHKNY$J6$0Vxi-lp1W}$Tt9#K>BJ;WNm7{Y2ILPg|AHetziMq5E7oRdyNgc zlBXxtmS1)4G;kWCtQ$bJ{W@gnRQWP)`-UMI80!kc5nc#CaKzwhN7@CU9TN$9AdIj3 zcRdQr$raBFc+E6x94BScBBNys)i;%A>e?MI$ZtDD=V%Z}VuD}rVIKwm9ZVr4A z5p%6bzbQ*6L^wT9Fw;_)^H;*?D`$XdCwJJZ9>tJeN;8*ChFJHnQRnc9Z+9Z8rCaF8 z)^t@TKgt~GG?~AH8o*jV=jyyTrkT#>)ZA;o80vk(4GhTNou10d)WJH(;`;8~I$xl+oSFPJ(tn zd`h%VHb+aU+~Dw3QZqcKs!7jQZ2E*LB>rC?+K*p!{kl-G1Ro6580?}BgEnm*D(bL% z%sKv=N;sJCpMAa)PLzt;F+GJ1_?a`SVMsjy2F;)WNRlrX5$SRyUA(F_)snS15i%SH z!PT>zfuy9QYc9vdj;ME?2|nA9`R(9c`HO`r6IkjfSEl58LTDl@V;*=-I5kCCn-ag5 z;ot4>y@)zt7Y{u2GrpVGD3cuEy6f^8g@nKZodX^sq~3g)}kB=@v=>i=s9G2%|#vuR}fGxG3kB8pi)%jlgFc z(%MTQ!zcwEMIl)q`DuZkNFT{W;D*-0E=MdWOl8C4qgr>&n}{DM*MJ>c(D|L(RZyj( z#Q3ud@q*VXf}_&3{n>u-jpgy!F}yYIvQ3Kmp*ZTmi1pHOJm z?LSOPqQB2YQRL>)Kbnf``AOr}&c`{ZQVH*%ORB|Dm?sZ-J90J_sS%(qYdFJ`Mmb5q zuuDBN?9px(*3jn<&vd(bA%G#Y%r)BW_=UdXqLSe>^x*D2GE?riC(-af8Q$SYac!jhzA^|;h~ z4b8lFqAoit`4dRTv&!lzO1te9u3y6St$^3o8mL@?Ck;Z7o@Y{Rq-v|k+;>bN3H^FYGVo1?!0ffLB0TD=*71!tRMUpOB3d5eOO>pKkql&L zW!OYy-Eiq56HmrjVjWn?dVO12yNK8_9Lhs)Bn=C=s~jjD6)8$UkUkDS$@2_U&4DYp zl=|(mBE zNrHH^g!}i_7L3mo#ovs(>X$bS+fGA$nmV$q?66=yq(|&IsKB$;V%#tFtVypN_f#f5 z*GlM%p4Vx+C#o@=EtX!-NJn65=L_HoPkz>kmo1izF1iPITPHRw*eZW$r&x)j}huf@%darxb zv010NVpkOQD!EMTyPts>4=g^$peaKBu(E`Jqc8H#cDW>)$SDsiEd=9Am{`r}6&|bR)JrV5 zN$KFvV_2o6tx~%yk=F_$TQuOY4Zrl01=eO;;8Z!>Qg$^GUbxXV1ImMP7X{K*GCh&YU7>P+No>8?!K%4{74y-g6rKHb1m_ui@*1%~ zVy1>A#;nNjI$r1}+nmmaP>T)uq}sO=IAiWR61XaH4!&3vVO0DkTH2L3fdC@#zm{cd zZv(=3xTmV9u}Y=TeX&VZo-Rv1gT|jq>6VFz%nf7fCnk7o>4B7H-%{^s$SI?6sHtrd z99dV;^n)}YF}K;uPA&I6!h@-7qcnAw=IBdD(+KZp)h~a63BiXstv^=brU%QKZ3m0G z5tbPSlxSCsC7z*RUc4;XfXYrX^4bptL+gv*ienZO^FB_?&tH^$wA-V%u_npg)1_CG z`le@MG*4ft2h`NOx|U*^%@j?GVz|1No-n*TVm}zjB-)sWd7Z^MG#mAf!!(W~uqUC{5s)f~ZV z-+d0Oy@IZS4bsTuu|_$SxqTSyoM9*+P2@APWLjaAIMh#`nZpQA=~%SX1C;UW+=<7} z@12Tx-y-cx)AMQtJ{*c4W??#G^^T&dDUEhts&kb>tjuSLM9l6(aLIU|X{qBo6MI)) z2Qk{HS&p`glH4$ej5t^29_AB_Vf5lLTi48JZwN`esX?DO)vq^9e+UW?;y^as#t||t zv!4YUsF*&^Z>9Jo0>wtMl_tOIEJhaWQHtZq6J}Te0XdSQ$)U6 z3c>jG>_={fpSyDtu~KXIoqw3QBz~ z>A^mlIt}!M0VJ+M6WyfEScle~BHEuYXmG4FNBuLY&8u;It{L#%l1B{-sI0bg7K>9I zcX^?y$vHY<8t}DnfLTsg|DYK1l-*NjVn=&NhS*ju`yIUk6HmH!grBjj@XW)R?vbu*Zh83 zWzl85<#GMIR`Sf*xMHhq&|mcir9#1)@(lr5JuY5D(~db1GWq?W;Cb-`4iAfoRsT9H zhw3P(T#&up+iWA?wHGsaPLBD!(Xji}oaHVFEWmgQwj(e4)O4KEQ&p9Gov11gRx}cf z5PoH}_RNm=hXjLuVyV^5Tmgp!I}*!H^1?rR5}Nc2xS^{(4@BFuNeoHqLc_O|HPbvn zFeAANN7bBTwO6gRgr0(V!4yWLiW-(F<2lAif2OXz6*J2QRr!kd`YUp%*mPj9U8Bx- z$P_#&ohh1I5?8EzGWEiGSy>ld$|Ey%R@8=XAs7j@vkt$R%+*Fq@5FcO@}#9>{E)t% zc`Es+VEL<`sc}SX>68 zxL<3;$BMXkhLzb-Z)8)t8;CtmFPwOPQ5`57PXB_aH`zCc+MK5Jv*@pMPC7lPK{F=) zc-YwDjiC=%-|_*F8Y+CPO`pV~7P7~PdSw-8u1%n>`)_2^H$OzEi@e#)8p(U#@cwU; z(k}DqR*TY4MsBLJUpor44je9BUEJU)Yr{VAw7S;6MFEoO(B23eBNCk=y@y7-z5vu6SPD$GBY0I*8tj^m_ZzF^9zHQM=j-LAZ zO{CjTTNIYM%3W-=uH}0*CuT5=1~M{Lt+b#EeD1RTYm(uu8c~f>1!5qJbRow@TMUb| zfEK%Kt(tc_4T#)jtxTaOqd0j%)Y$jrssGzIN6#Nuh__$6S8==!0$D$ftR>#})i)dF zGQx3xpynUvI;UL9_{apN`*gca4y$-rN#)VY!;vn0d|FDeC0x^P;r{LO&(ij#qOyCE zXMSQm>urF@Pepzm@R&5pCob&Utp2%jkjFqT1vN zi~#uVUfL429OE_M{r7qG7Opi?b}?Hu2TTgXC$-Ld8i<>+eT5@lfTayNK1ar!AGcsz zcymk3g6p4A$BStkJS+!2NtpU&>NuWtE9<-F=&|?5@D90WbFdSFwxiW4BChTQhCr}x zKU8@l3}`NXFdcHF>D4=S=e4cS3w9OBFn55!)TeuAGzuUl4WL55Q)bWsE>+LAzcqL{4isz1 zFH{TXnNMj0d9fEm0@vRnHs3kNWn6IzV8@sQLpUV9k&^kpyQQy+FXn&lOh?4W$W3NX zd_f(aEjcav{CUuav!&r5QAGHdejU-zEB8K8>%(O(Y64~7FfwC@3$`T;r?_WqFzX`! z7;-6w5fC|38etGZbykL`c5ZyU@^%?q8j1l5-Z{ji9wE*Ow8hznHQ zSk2b7OP>Z=rN!y#bzSx__vQgb6_sOH1!u8RB5IqHncK?sA4Wh)UxuMKH?a8>Q4xM7DciW+&W;_|)kcP9J4~-NQUKbK1 z!Ut?imgpmlaps_k)A4tyVn3huG5(qO_ue49L-Er~iy|^iwE&J1b%r-hqaD=?t|_Z8 zVGB;p4qKT(O8H5eV(uOKUH~U6Rqp3N8oQ{fm`i_K0b5ZvK?K0|~G5R22Ke9r@ZY&9w*Y@;=I_<-Fje z4;R0hHgn$8!4!!se95Iai5Dt;p3DL~l}3@GoWdP$TO(i%IZBXWm<}iCf`Mgt?RQ}Z zk;b{|xK$rL3eSlL`T%$j2)PybyAv8V8H;3baTw&}w1-{om#h8d4r4yj)O&}^830^w1X;d6?4;Ud>Lg&?LIY#vUrjghxk{?^sjJrrw_(UuuH{D-CqFY zuqztUnXjevsH#h4B=y`1hjUwpbVgR{>lcf_hLBz2ns-I7!nU8mjy_7TR z*96^^tEl}`{z;Rw$pe-JVa&GW)Q`2fs>+`XQusocCcQQSjH7Y`7>JYCUw!x5UN_g) zUQMU)i$#%u&PIxvX4)BZYd>L-3FjXJvVyq+3w0IbS)Rj;2 zKxm9p*%A(XOFE61IjyOPcyrq^073__rrt=Iqpdam@Cg9I$^#pvL_%GfqHfSA567cx}B@Bh*=o87iBXp}s)8%gkHp2hz#7lb85c;iD zAtBGOlG4o;uq|z{j39l5#F5InroZ}tWM3yYL4FXF2U?5EPHd0cC{Hx~O@N85_~ zr~wghUdz6X<(2~ppx=-T|6a6F(5DMid%mu0^c_pzWQadR%0LWP?WEj=GysowTUn=a zh$CH0)i~Q2UNSbY#(1|A`!>*9E0jarq+*Lnn>evzY)??)6mVJ5irtl)rt;h!Y0dDn zmBb@;mYWui?WjC}w%;(26d|uG4si7hFd#_g*#dYKz2lJqccf+M zDh-s29y-8bu2jY5Pdmk&isx4J%sy~Q#_cN`jYhJ6jceqC!efOf`$^9apujpY)>G%y zdMvCZRUpBp%*DI@C*y`bWx`Vn%KXJvwj00Plwgz@7sS8XQV#mzYc$L zo?y+E-$$nAH@(kfD#cgMn1&a1tyG^|7M0_55lkVZhMtA9pS-Ov_T8c3MdD2``!1MW z3?Imq?U~7J*>JMucX5}3q1piilpysDvk%5T;;++r)cdRI-YJ(A*;@U%a)+qPGXYQ} zuM}z=TBuD!$sI|I6~1-C@OZaz>vHpCJXpcT5tq0N)m2)9?^#2C9nBWS2k)% z`lGzMi2R*2MS%mBHwj88Cw$8DBKvgkm)HmA55c|9)Nrnf>q?d<>WZSGIhCEnrFN&r zU51OT^kI{~_NV4bE82`O%PUmIpHDKpm&ok<<69Yo%}HjPrGP_B&7;<8GCbLYN4;z$ zaVN1*puFw`ZTs0t)T(Ck=C!Y~Zyt8X28QulATFVS>HzU(5k*S#-<7B9xwLUiV!U1` z#|0&r<#VtDAM0-4v}f8bhO+g?u_5+G2sBRe_ttV+`(92*F1~}4S3RLFC!Uc6wGBC? zK)zs$lW)csElyHg9rC8dRb;ZuX?b~Jt$C-eTz}o0>o4O4-=3of`a+|E13JMQHH>MB z8oVCUPjwbx*|2f@bP$JXogZ|p-`T(&bbYzPo(3{!_7&~r_5k}#HoZSpa5J4u9fj(D zXEx!In5gj;IZ@tidH*T(Daf9{bJ-8Rmv)L|r4%ho;{hQZzFr#mN=-C3m%yiu7T?U~ zGAgk>G3Z`^ZQB!QbVR(jr=h`DXJ#-ac2bd7XL0wqU1>_Xp8qb-gS$vFoAO=@6l`h))2f{&cP^3Ai~O5;Qz3l>)0d zyCN3!dEFPY<#l_-IlL3o5P*?YxD-G&V#$emgyyZGeU^)vAh0qjcbK*9cY;5>*y+gj z6~W1%PcyK5cLD72b^A`=hwxdcs3Smg;43cnq1(59Ua`D>J`41F&7zhwnfb{i)#4|*;TGamGGG~YE5h|T5N5;i~+nYmrDw)h zRKL>t(H7LyeCjWm`#%0hs~ttgVareH9y3ko!+MYmKDad~uWjV{T4Kh-v-tgPk6*xD z^`2J{o0fNw^DeRXnnXS@D3e{pbCJk9jrE39sapLu@R;xIw5yPemOQ5xjx+4Vq>d0W zyp=E7C_M6u2N-0{?1SzuB&sFE{6x=+F+TIIh;h?R+4ob$+c%)KVrj#2QcR)77PL4< zfB3lVLC#gdS81m-N>89DnIunbzPOLGdQ(%(Cn|IdVnTemn3EM)&gFebaC2HntCe9b zHaTllltAr2OWpfdj~{!Qw^b38021Hr_k@X&bOiDinqTu4R2TO9C;CU(s6pWyq?sSx ztz5Xhpzon69_-ZPRpt{jcGrI$%o2{&UF35(#Y@+P+VxEnBH-q_>RhEc3S%TVLl_1a zPchY{FSns%_c&U<&qPtd^C|~=CkuG;M-d(=NoMDw1PoQgUT0ZN3s(->p`sx`%oir((5L7)=0=~7CnEw&cDVxx_6ftd)r(DtW{(NljNB{Mwt;PC9I*wVN!#>bSZ=LOcDbq)~p5;fh=i zg}E#4U4U`cxaMgs!F={cAaPJv*@vHXWB0$ zAk}^}3305>VujBM#sVUfn$pqk9;da231q8Ul^nF={lyd_0dvMwso8s5Qk>4T^3s;Q z7hAGaaHFEslf|=wA?gAxnV-!O!9&*9^dcK?HNHa#v<=eJ$-?uuxbz*N2tV4JIlVR_ zwr?#HB50|L8bx{O9(q^8ZyRC;0#%lGLy{?VkE1;tPWC*V%?u%USgI>Pz)>8ShM6bZ zq?|FNVu@j1&`vviKV3&!kbN-_=F3j)J5_wQ99uYZxls$+JNnF0Ri<+JhwN-+`TBh9r)&9a== z^e)@E`hz7Rn2(WynMk+8qM?@oP3@)Fn-sb2l{pFrc65gxhhL(#0suOG9Jyp`;Ci`9 z(yTG?I7sONTuav9Md;W->o^>a!Fh!1zsDl<%Yd&+eA+KNih<# z>yEQ!cQ&~H=-XxdrtXsANtrJ0PNV&mjByP;6y#GO8yaKZ@MBPKzFCye#+b&$qqxNk zMc|A`-BeZI!{42)or98KI#{TQ}b*5d))wVOIzU89;2PL(aZVN>Vc9?=oKKawNX4!H2ub9bm5?u2ylJ zyBB-BZD9GJ-U4oGty`^k?jJusJ*aGgn)dHe zthgvODwXkKsOxfwMGGoI*6L{uS@;N7Hkt5fqg(@dwP z?10t2>7YkXkkyRp_hTeL>k|J+oLeg@aHSujAw9=f4iL#22kxrQD24=S@2osO#u{7pA}!PXm627FTXH@HOh!bM(09rb#iSAustw ziZSUJmB#=Ojeg1Ms9H;3N4f-3uo3g zJ=-^rYOycgr{UvdFcIhV#FYjxEiKN>Q{;v_el6 zRx{jf*!F`mI9E&(DTO~I(-lrm+;BpV9I-*f`y*TH>#14B`cIdhit?LY$X4SkF6zQ0 zZ1}iRMzA(WXNa3VEKahkwyU-F#f~Bl{QyqKDE7Q z#ht`2C-1Z`#SKYY&`#VQI7Ez-0dsNVdf%!*_Q6(#egN#MGpzA%h2Ij+jXUW`%A427 zffA9!a}v&)M-g5}wdzZMqy2qlWJPyx^qyF9+lxyuB-3-OyMi)ZvnTJZNTe6MMcMki z%Q;eY{6FU#i`^Is)-kr_AV+t$+5lLXT#Td2xsr;cOYAPoVL%?IwRgH{|Er^{e>(My zF>@~yPX>A9%e)v*9yhn^Tl$KZGid%vUzIS>v3i$POpkh7KeeV%Rde2B7(Qb)o)}To z4O_rX%f~MA2k_FI2U7@%e_M*cjI`BZYIlGPZK$|N?Ad>aqwD?4+uM_w7=UDc+;p!V z9;A4-ohyuP=2Q!5LOuX~){31BW!Qh12wV&JM?Dm%9T4)g4IW69&Azpb=jal^#5=>d zX=&Yus8NkgdG+d*d8tixBw@^Y#NB6?=}<}hjL9s-zG-l}%i-rZO9IkUaTAVhB}UZ| zWf^;hWEUVw z_AI`~L<-F;sujopLW`(CyAGCD5CvNaN7_6xzDy2y98xxKViEG=d0Km?(^Gk>1-?5~ z-w>tva7J|#sP9z$Ch3h_BFyG&$^wMkv>~JK(Rm5;qhJ{?37s4-FLZhl#WFAZMr|8B zw)SzjUHYTHKH$n5nPe6gm~c@Mr=<0L4FC*t)W^2QX52=7Huu_hsSVm4G}c>k<;UbS z(?SxHJhk?*qWXn*R*4&i5;XJ>4s#r=%KhY1##75;MOqGi$)@BSZHex8P2YEb!YHG{ zQilCu!^e1miIPw@75&j2F=kO=y+eBkF#>R9?2?AiMH$Hip;}zQkdaYgvlmxjNYLEd zo<&JjkEkL~%(M?d+pPR+OFV=z3lTKe4k}G$=U|kuZu&Z_E&qsHrcYa=TTB$sHUX*_ zyO@D%7!9*R7 zFnV+adjyg6)8c1Q2Y)r}Jk5PIA-ZFft&}vGRJl-W&(oFe5X0S%fwWBn2C9f7R|9m% ztT`4S8X%Z}v<^DTp7;}z$^X3JyV=I*IyPWKp77;~bSHY~z#YExPfAQS6eau`{3iLp+6t@d{o(d`1TINBNOZhC3Z+vQH09`>v!p6eR0NgI|*j- zzd3a?e>(d8(td`Y1H`8VD!R9Zvcl!Ty{IC_lywu41!yAY#q+y)WN;nL)9z+1uF*Nb z2jWj*hdc?PDf619R-|9RnwPdp8)A_Sd`Xh<3G02My)@PIlo8f2TmcDx!kJ*|KqcSl z#THV&_;#afng@XCTZsQ9JT-?clThPv(3QcN%CMk8?pdWS(7}GpHs>J&9 z487vH(APd1qx^XYHV7-7M;U=*T%(*szCjlxDoEUeYYt~g=PafcpG@h{zUG>zZ;VPg z?Ln1I1Ys)0;9r6_XcrXfr2e(2{#C4MIHJ_Z_!Q5@eM#%w8ip%alv>P#?Epwgyva^< ziMaiga96Gi!^8k3ruhxU6cgJWMoye2wet^gvM&>Kt?o zo`tf+Ayh9E_i~jA^}tptOL!3MO6Uy^FPqX(@L7DP_HEPRW2o)j?a~LVFzv;vneyvI z;Akw}o$4ut=F|1T=zX1PSFM1ig0$ivOVVL3YA%wE2-P7_VnxZlZ--8v&=33ArO}RG ziu{cLuuBn-DIsOlW&)z>+UDXZawE%=P0gPZ-*azmw9>^)MFHT6hvWElOu||gD7SOC zJ23kpElyhYyC1#-x4$fz&DsbnrPS9m6kJCpX`@-PGxrzn@{e0|YP;f>F*y5IUS5z{ zaamz-{I`}^#jNbDK~uzjz;gE>7L;l_(NW^Jm-dNE_l3XU%L@%>e?6ncL`6*>&X%O6 za_E@0QFV;E_@X194r8B&j#69T^wT_?IdoIn7eqliClMznn;J)VTFRD2heyt`R@{g6 zPVQzkZch!JZga%P?d&AnG;R>JwGv)WqfYzby@+4P6cJljZN_#2m6e^vxjZV@UOAA z*5td%KP6_wc+(8@8c=;MfE5=ZmkUZ7{F;n&x7^_Ao9~{)y3sVcMYg2ehehuV9#3`% ziCRl=aA7v>L5I_x@ctVcqm|)lI_95P6$H$4 z{|li&UcWA1zOueB;n@%mti&a8UOJLS!DGyHHMVgrmSvZ@UD;*t0I@7>syBp*kh_Ow} zisUzx+=M6}vU(BYO#zTkfTA@iiSc_UH%~N>H%aoUDX|`i?`G%)BxNfclssysdY5If z-EQr;t8^zMC9DOMkOq7KJkNj|(Z>qL6vHnksB zf7VN3NID8avVsb}t+SDjWDq&$oAC;ou}}X17+!izbdvh`5ajN{0Cz(C5*-I{WsGv3Zg0FBBf@Oze3N{?ycWj}eaWpbKK zV%cD72~wF^SJop@0Hr`=9D%(m{po?rl<2M_h3&KU7NO{GsE29`*q^Ti8WcNtN zbb00qc&~`~%3IcZeWu$U<8ldd=Wu1U1vrqPb+}0(Db<6eAO#$4(yq{*Nua~15dHo4 z^yRv?fu_Z564kot)*XDrw_EOo`+$BwlF$SrytpoCg&Q^ z)R4+c0qJukFJy%)b*)&~1fX&r;CWY7jBP*|(e)nuq7`AhZsBUoSy6WjR^-&CQ@A+B zD$@PKty;?tTdq-V(4J1DzYwiS9Ki|-N>r1v*pEHMS0LaM&Z?_O(=dGe!aaqC3O@8b z87sZdmPX7*LILnAQP1F-)3zBIZ6^qM@p?hdy$Rt zno9H6YDv}5SA|4%-iVfVALCwUZf29H9=xl};CLKS7o_fX9`jw2IfI;MVO|5Bw%=+= z!Rx&da*pS0?@3osb~VJ4k&V67g>8}2h?Y55SBc~+tCZ}Ouwhe40LgHkT8KZ5Q*j#| ztOBq%Z0F&~{&jaPKV0D)wI9x+ypZE-NdSeX2lB3?a27+94ne`j#0`&uq863fHkT3( z6as+viXL?eZRNH`;YB|hx3jNQQi3-^zXQ0hSBg>P%cqTdfTRPyK(6>2=GB052;PX2 zqIwE#Cns^tQq)ziVa}3HH|i*gJA)Y*Raf1BEa#CGX1tYdHmcjX1)?#NL{w`k++!k} zS1%mXiXY=ls0hc~yc517WpG;!YI0@Vo6ba7%79 z@Fl03IYP0_d&NX(kbEjM>NcZ8m}C@7aG?#U#V92y86@&)d%kWO&YHbBqg@2T8J zaqX4rtskpTv`14^iUTANDrl0QX0?l75!%r0w(dBI5$us5raYSlmFsaqye$E+J2j=n zWkqEDtehRFI>*CEn+2&4ETgynjYZ@(oaBH8vNfx2Ly*S%ilLbqQ06@q&^5H-LHJZE zQsV+tE9pzx3xNRPG@_EV5rmB74tU>{SaAKV%bd`XqTE*SUUUy+ZLsq-7T*!c^Vx{g zh-bD~3Uy<+(sBV>yoDXytOC>=i5<7cWC2r&-42dnc^^8Olz^HJF*$J%}fI7 zOE0OdXdUbm;u4-@@*K08nEj^HHVf}uOrTp)joLW*CuIZzN!cfU>PNfIrQ2_I`FulZ zySC)zUSq~XE!x{_ExDn+8v9(~4P$j>B#e*&=T?uniye|126ecG^)~d&o}wLejEx{< z;W*f17{+|)_=7_j9M?y#eXo95UVJl9_dVjPJgtMcy^Ih0V)nw!y(n4Y*(6)z!a@?t zqa}C*l>&ONKWO=L=eJt!3hb2prt~oM?!=f4K1XJ!aylJ}#&8bA{3+frmwR?n?Kgy% z zr8k%+M0Dh|m`UObbZGZ4QDHX)rE8fLr35Ky1Ozw`le2(iWOL*}=}QlZuUE^9txA^c z8&mEC%3CQaaV`DagT8w0x4UXv++AyK;+v$qb-|m&c1s36!L2}^WcP<%zx&nS5AfU@ z-H|ix*K{IGlqpU&*V-pJP6*jx?nnOsdfTgW9A$?+&zawE~V1VVb;>JcF; zjHyuL=mn>wC?G8bM0b>s2rcK@PBGH6d{0|N)qF!dBRy}Qfi zMshmuwmINn$h0Vu zg)S}1MAq~=1va#jatY;+BUnQz>sVb&A88h}<+HwG>lego9Vlq1*^~Xj zfNpji?1gUj*q5Fp&krscTj|5-E`nn$Ytp5sa*X(q?Ix$Ch9EI=yCF}?T)d(}7?e8! zg<)g^f^oUrWE_Fal6EZ2+ge&BC2}LJ3M*S};Oi>XNyh%;ovSXrU#zK^w%24+_IR#5 z+w)NKO}^UkhZWiTP5?Qa4Cx?e6)Gm1>3CHpK#sgUV#<12l&RG;UuNx`8=qb%fNh)d zCb3+gP2p(oGQzIXrLS!Y0VpKpYFXu!nw4?6&1N%!^y{J11EPR)V}_oU2ZGX9`XZ!l|at8j?&7XTN35qwtE&)H&Qm!1T^@ znRVbDfJ6zoMZ74&O|8iCV>}k9?ny~xCr~I(jUCdUf(CE_1Z0}2mj*=M9Jxq{9lHr{ zEwzPZIu+Ul0^unkD?k_+Bpl~%rW4h|vSZGcB|v5Z7|`aBjH%4$NjTJ!2Al#x&M*xN zS?(N2%!`i`aOJqB$suV{8Q&@>X$U%#jXmud&U1n{-mIrw+yQR>{KesJcgyO7Ocs{M zS&PA(5JcK7l6KA=xXy<2k>$loXJ90_w2-F~LD>C}tZWt3eCSt*xOEF|MZ!DDLx=#B zX(v%U)8&spkBxl^=?jM2e3oGk{egN)6L zSXu@SG2%bQr`;_|xIFfT9Wxv6III!?<%996InZZXp6qTBo{r%GT3kU%1NVQmY%7yJqF8YOD`mAP5c1GYbf*{! zNF#jY3LI`6=}^*LWd)_DT2Q5@T97{8o_On=dGf6e)o``mIMsYlZWjgd3gY$-!&76_ z*d?CFwNtva6luu~gyf#?ao(&t$JJ?Xh9~dJ2TA9F7g?)lsn>XW$r1Ow^5!;zvR)dp zPruz$Znq#6Y^PmVIv7V)E91y@{A+pPP9C>#-K;>jrzJ!w_mn&DFU4QDaulu_vB2T$ zQZ4r8m5l3k)$ZfV$F!s4<J(w~h4{{Yu2 zbn4Th@lvetiU+7+mJeL4%NJH*A8&{1gN(A0^Dvx2z1VUIY|YuvZSA3ND3t+9rhz2 z);H-Y3kZ`9xUHf*r`XWsR=tMSag8IODpAKxfg4r4b*eI4XM5c8_nh=rYPDK@Rc<{n zAOI$R+1f06tsBwQUsB+EN;xUW{;;ni;Vb_D{;KUt#>Z;pGKkDI6$1!i328p$fS=u6 zt0R^wr9x05yiwn7Mv@Nr+Po^|k?*1OfPrACiZ~8R*g>`bBlC}&g$tlZ@ zY(1kf8dcgq3t8ev z!H(+;G+R@s3et5HkP5Og0ZH5ryViYB4yIZ}%7floBrIdnWSe?8V%2T62Ne|(7T|H# zi)t#y2-AU%W8azuZ*<^{jBoL;r|({geIMMT#%=p`_99qsOJ1n!z$ZJCr68v#sUs(B z)_HLBd+547^je$Z?kHu?WlD8%)P~Q2N}CQ4F}VW+e*=qjIy!}gtOT2rzrTJ;+H9#) z0_zvF+Zcy)b;XukQI5Y-RE%g3{gABf9t0C(2o(S*3IVC z#C#zswwlWmrx_88C>*jhs1l#+a>n_rmDuwBDrWuj+n(yrlY3&L#gBfIkvYoD_!Vv3 zp*d@shuiuswZ4}lr3GarV=3>B>B;u802$99YA+vK85-+BY-3rp#=rD zT#o+$XOMrRLq`CNo|!q^*3xP?i69TYJihb&^YstcyHM6xQyJLU5d=lZ*vQ-4-nkUKOfdngov+yI?{_w4*v!^z?c44Zo@4Y;&qVC5_RsmA#5KQW5W=KTu0 zTKId391v~x#~t+{3^wZBOMy9UNGb{r1t%fEaB_2ya&c>FeJuc5b9+ZXK_u8%;La2s zsv3H&rgt8jTYH^{LWH=U+YaZ%7YJ>&E-lXA7=*0ju+q{8)r66#0FVGtB$Lcc=Djc!P-H}i&*7Y7Ej>YG{2~!Z6I+gW>kgyg&=bbs_TaO;c zeU22rN593iMX^R{Lx-0fVPVYuNNfUfN^_6^>w%2dFIBBNCsU;6&ldRH3k}WYIWDir z)oU9jAa%ceR(o*1H-Emti726JLu$c7cMjdlG==Z#;ErAz$mik9$2T69E>`n`-K zWw^q=jwFQZfdSy8N@KXT7CoHfmNBxr=YKzVcKZ_LYHl3&-D*TgZ8B0NX!@oSoOWYD z8;1MGl2h6pDk`SqTX@B*Di(?5ZMhv_TilR>>+BuMgMQM62FIQ`ZB6hjM54(u^=q^- zeZR3ODQ+9hmqRR+l3oph3XZHNJL5EW#KwW9pc8?Z$>+CI%E;|Ej}128pWAg?#1`kR z*IDecw6yDzl-eCgAZke=O=qHx0)Xn3B=R*sgLu1&eIM~#QermZJ7grygCQzyxk>7y zk+Q(f76(qEv>A4#neZAgqc<`_49A#uS_0#`>nLr`%>;$_N;N5ESpcsDk%|bq8-1eR z5vey7Tw}>v-;FiID@0vwkdR5=3RYA+Qjn}wl>Rn#6oBylmkHl_HrPSmagMv$r;2_V zbQ}r&{{TMg=?_PqlC7LuAGGXK6IxcZg6_NoV_H@S3POM&;EWJK1d0xyz^k}SnQDyX z!Xyi{rN~fLgs|>Tty`qHgMqqIMxpm|ss!PF9^=@J$G+U%V>ubzpNTy&MvS(R38$}O3epOrC^U@VhdE6psFC){aVz2q9g?bH4t;;4s#dMjf7rocD^i*+$hdUd(~zkPH7LMl>nq?p6SRO`^VlB z#ka|~c`UznSJWkv8gVgFlBS6Stqto@%7EsgoM7$Nk#oLZ?wkOtZIw^Obp=tF?Lo|l zxc-SMJ7$Z-VgZTSp-?0hh=@) z@|3xZ#(YLmWM{HclA*0c9IYu(*o<@7>;*{T`&f}-ZU@p$PMamf%Zk(T3Y|g-dJ(IZ-0Gb*AnK*n4ZHkz*Oc?Br1x-{X`Xw5Xqd>(Z|a+|vb(MH2&}v(Hk76H zs~v+NCrDb4KXL}-^#eH6cx#8_+3hKXZDGRFcXh=at=08Xk5lE--9SQ54zoNpCN#J0 zs%WT%v{Y3fsFf{YImsgc9z$?3Mw}&iw=TyCxwjVMyunt6+;|oCddWZ}pJ)sN&zCye zN`*6bI^Em6E`-Q*q4!qvVJb@0Rozxck1tk(_lL5Z}0DLGE5`*m| zV`09YU=DRlv?o)k6zSA~-Zm#-3<9gxy_$X}G{_zKdgFEF;!uZYnKM7pM{!{Jgq(gj zubmgQ$;}EmY^4D}{m?6B;x?YQdOVlwEh;dTAf<@PR(mE?phA4G0T|>tbgWh;ryWxH zm8h#eIV9BeG=&x|<*bpHSb zu)BvDTTuFz;*}*XElN2gC%?XbvsA!j0fDs{dL@h(#LJMOpI3~t?kXur{55_xM5`Lc zutP)ztgS$(t5)Rr(h0!lpM4~i1Im%9T>1N`q?{yUZMLrzdSFrtiB@SUI5@_{(GrQr zE_9vLIes}_(Bw4aV5hoi_2V1z%~si#HMrhJ z3POPMY+gGaT%8-+gbDYr>S*J{OWSxe2)dPerWbNfw z7j@yiIpo$t9Kw$xbB=uK_V;yxW`reAc%cPB4WTJ3amAiVLPqL7L%^Ow zwdghVbm76HG0!6r)O!_1i&I<@=e9jQ*UWR@Wt_v|=`LLD#?c<*YPz<7-QGlob+X_9 z>Q<#>IHIk_GC32BRp%4%v?z8M2)EnP`*0o(y51A5@r7imL}NKQ-(Yv!6?bdmD0gQ2 zTVj^5g_Jtmh$wX{9MDj#6p_r6whc?ST~j7YkmSd5B&NV6wU9#6c_|7TDJRG92Ox7< zrWC;d-1q+1SK=QKt*xiP4-LI{-p0~Ey@m|k3vg|`$hcf)wHi&nJK;JInPpw!wpFC* zDkDBP8ghD7)!8x_wM&s_Zc-*P!q$}O)!Hl!gy82<&xh};@Q{&&rvt!L2VPi1k9NT- zLdXqZZ}01qUN=Eftwxr+5zn69c)k}Ux`U%+KKU>#02^GJ0bnGaNJ7UxNW0rpYT|dU z>zb7+b5DTcSOGcLgz4=2*iN0f^2n>%QRJ1R}MKA+i-F}oy09a6fUG%^4LCqusty|0?4ZNfga)5aT3zRa@MwAVZzc>zN1hB zyZ{FqW~<|H4+`I{@vdA!!3mLbK`TVG{X?q(M@d&^;!fik1a&)BX(IE%w%DDVYhC`> z{sxy=l|DO4KX`;KDI3-7dAC)!84!4riQyBCZ#g+H9XR{0rCoZQ=f1vO3khG~Sw+bSeWrl)^dq)bK$yRy=d%4#-x5aCR{{ZD#x4@Hm;tae18ZE_m z1Pj8!Q{gPC;Ns{v#m`9INSPu8{p+rtgc0j&oX-=+RCds(ONxv^P65EcQOL(!{3@15 zqC1<7T4l9zb%!2U^%*X{aMQ}~A$kBhbAhlVc;by*^oHH4-!j{9x5c~NAh=_#j@cp8 z-_wO^1wdfzNZ%XORB=_Z#~n8-*9q|oAhF+NEKi2>EFM`(kmy>7M<7-G<*J3RzX<5k&8p=-NeIR)G z3KI0a!~9u!wp(r%yB*r)Z&PJXGX^Peg)5S~xhuxw7#PXtor*4Aki8jQE-9JxrQX!z zfg#Z<+~eg~9Kr8lSOa~=!)>Ux+vx{@QE2rWKORSpP}YVTmf{&8^!Ct`pN&}Bl^EjU zG3EC2-gm;)UG!Z^p@RPa)#shp&sR%~i&B`qTzE%`<6a>)8$zVPb*RcIKtfzlDAX_j z%0U@B?aH&uMAIHpWHmW)q!M(kw@MZ>;C4IL+YH^kS@`lS$^lwPcPJ?ic_~_mUi;(^ zI`ZP|%cFsJB{o}1feaII!Mz0(U=C3_1T3MH2MdlPhU$&n5iBUQnAtc~pu_9wA|!M zN+F3Z!!AV&amMu&onW{W*4j{estWIBiFl*Y8o0jS3Ovh%+XPl$))LD5RJe@fj>wRm zUv)%bIXDW=YTujF==d7ulJWo~L<_+38(1D^E85i?#ttkeY;OQS7#k0CCFs%j<8bWG z6>zerZP7lMwU1Z}*9l|m5C|vPbG^SsfzprcHv4s=^KWwJA|2%tlez4QTa2)fuI}V4 z0nZ>~W93meXM^~AgRYkdJT2LNZQ=(Jd7*o)u#on9sa*+*V3)F zMd~f419v9iGwUJ1oGm@7z&)BfMC{O3NY9QjzQjL*?d!d>ejGrjrrV!u=++eTg~H=I z>-x+juL@B}RyrNdGg>n4No}-_#Vc{NfQ6ID4p|*>Li|Z}aufilthV&078#Dx-VG&7 zS0G8~Hzxp`4S_pX$>`|nYE*Hq*@%p0O~h@8;=IpA>$pgOvF;$0<*E6%Nmkh_ZJCOS z=WNhaX5JY_r2VZ57&rqQx5(VrgW3~#b~~*iEY@|UOd}e`fu8oq2M4Y`0G)<7n9aHI z5@B&)X17?197Jd?C@|UmW(9<_gI9oC2u*b5C{!q|3Vl-Cn3sxXfdo~$csv~5fB}dO{_X^@bxk(cr zPbC_8tE=ce?4KOea)LRH`qBz}+ffw6T(m2+XciWJ(@H2mF;f`g>-;<^i?q@bMm4B8 zkNAPALXnUuQASX?ltf%60Q5!- zWrF6%N>t`_1rTxuJTgT9LqTlmC?Kb8=*DLg2+)-0Z4y+%aS7C+THD;=OG)kpBpd^b z`^5?{6m=+)N!*jpuhh|PCjiqv->LIn8U~5s2Huv>EwLM?lAPrDZCX#FIQn2umQn(i z@>&NR!azTot2IX>@2!8)+di+s&`AI-;HQuGlt}zBSgGS7Z~G(iuC7zER>6guT{xD^ zo7~nMoXcx!OO32JN^nAmJCTZ$3g-poq1bbyEodQ0(&|;e&axge8RJXg&;J0#WMlS< zs`R!98o=MgX1ZVk*efV;YosmYxZ0Y-O*ogF7+k#N?&^&GfYTVW`Yk&BB!~%t>O-L zs@0Q@MxT>~x}^YWJD?04bD}R6yr*G`^sxA2)(b8MiNJG7(oepUP6+Pp@1y8WLUPjW z&6v;J()zt$)WBIwBS_MX3D^>HbsmFZnv34n2|fF$J>h~+e(OKmdgoWz##^dR$Vpe> zL_BZ9(l~zXTU0qr#drmrR<-{C z?MkW?YcjPlQHDWERU1`-?ZIDXdK%&N@W-M4AGbV!ht(U_9`jPkQ77k*g-`lbq)Q4h zVec&g3YN3z1V zUfv1y&sUVO8w`Vo0#mv|lrfBvwt42XeA}B}!{N6-Kh)d$T4)cLXAtH`JY2!@Q7omhrV>mdxRcayDcsW~{@>gm%I=M_60o3vk`okiIa;339t zZYVrT7nJt`QW8l6I)(-b+dI~6PN!8=HPrEbT_Sdaeki^nPvVb#M~1g=K|f>Xx)PT; zrmc>7}R&%c~Rw- z({E)xoRC>mbcWk$ZIqRC02AOkQ7@=)>^KX#UE@SsQI)zMX)Dl-VM_8l?Tz=xTGDk0d(n$x}?x-IT(y+Lu<2px#?3Cm|{x z80Yxri|w3kX1&^9wZXTs3PXqmP5__|4(V{6lAH`6oM0_K(P#6bn^9Lscdp>;Yucpf)U9suxDhieLJ(}JHZ?B#}M!^UGoRim(>kjK_ zmi2|kCphyjK0>0V+6oiDbtqbi)ZjeIw!j?gHBSzm2C~Nj8tho{6K{-Nt*F@29rXkZE%G2?kJK0=Kq;;P?r>8KFm~br#S~0JE`h(Ycb#CX| zC*MxkEc5P5C~vWd(8i};PzQckPd)l)olsi1isNrf+*~YCmmG8Nu&K$2Wm2^r_V?!|1^d_POT z*EQ07{IdrKV0mAr7Bp&I4`fG}^9N&r(Ah$@aMuHRE440Vs@4@XY3%)OK@Q81uMKC} z9Y{_RH#n~x{{TGhkfSpF+SSAENl;rOU)O0TVWDVPBXBZsPl9<>p9tWL9EBn5mm3#WMXSJLoevm57Y|09PdW6N9Bmfl{BjhQ--^$7K7Epi2Lq550_^7zSzFUGG)tsd zYf7F~xxlrsk+II;kPlLnfxh)`aYC9F>s%`osC-hl&#cRBDMDWuJ*f^Achaon0(RSx z09B-W>jG35&RHeGdeT6gS!=W{jU*6s{ga%MPUFU}p9h>nvgit)qH<97^U-6Zg=yzKH1wGmB$uJjW+JLqLAhrLS1+#NPWNnTbTZ_ z$=`F#)jGYL8dd>0+589o*-(Xr9bqzZ< zLKs5V?4+qcWa6QzJo}=Nt!*hQZAwbgLXxDM5JymaYtu1hVlTV!=L^n(dH(=6mv(Ar z52P+ir)Vw8M`#-*As`l&sDctovO45$B+keu6>E9pP9(oaFfLQWk@W?*8)Xft^?`t= zRFDgb9x5ltnKe{4Z0*y=p-rv>>Rt)mC3)gayK;QO9u2ZsB!G-fT z7$BZ9y^sh00GPk=`o&dwPEH2r6>r8s{{Wr$j12z(+7JH#^$k{X7zg`AS5deNA{bjbqT7^&IFj1hLNZI57Ii5{IPUF?oSL2fOBTl_ z`eBW6YAa8!+Z9GJaN#MC>C%FugMpzAowqv=FgrTw2HSaJ<#mratHd^v+fAiFM|( z&AJXyEID<$=8A%tJVrYGmdPqy$FEl=XQ8#tN|S`JR2xz-c>;DPN%@Lzhd^4TT-MvI zDoT=~UukV9U~Vw52ms^*fsh8>NCmDs8kF0%sI#Mn*(T!ai(3U`q>L5kDp64wDJPL5 zofPp}?y$WYNp9HVuiajaqB^xH)fZg*y0W8;oM$It&ZqGD&Z|d>+|OC%ef-w?)SFHV zPI<)Gk+CB2BKHIo(-WgjZd9okC??2|vb|E7J045D{-{AfP@t#AZ!vb$PPfC51wzs_E?NI+;~a8$F`-vSY?~QZHWNt zP}HQ5p6DS&41Ll?5X6|xx*A?ob;+2t27_T`Ah@*zBMTd#VOc60ft*%dSpuV36Cu9j zULas^djb_zs_LrO4kp$SU^>_U44d>savF#@koK-A#9Nx}^|;$=QWLo;NdS?86R`;= zC%izw#5kLaE|(4^mkwNsqU~>*w8emob}Cwyptg=Mz0eYSK&`Qi0ljFJejvD8?h_Hj z(gNE|b~fS0oRgE14%7{0ZY+K25YL-+G0Z{;e9UfjlFj}gVCOWYGtUAkik0E3W!4bg)1b3<~%nexL(AE--{V8 zTBjBnQw>XGHR_o{NI*h=qa`X(@rufp;c)r1jZ-F4Ua*quq$JtQUtwiY>{j3C% zPC4h9sJ~4~<+NDgc+JK0Jrs0b6sb|}`Icj(SYkn#k!;F#edXBq7Oc+|Oqd(h+dKgY zB`Q~DqC43r10;ESs*3R<{dt6!E~Yf7=_%|Z#*TemC?g<%eY56ycnTnaY__nsIBwB+ zy7spARqNAbvX>i2F6mLikfW2QB#Z;G*o9uNTr+922)6V(M06)hs|Q1&IKc#wo`-IJ zV!9fwJq>gNxh0+Dx6f^Odhvs;J5U0VGB5NEbPc?e4M2r0ix@z^Y0x1r5wn~ z+ymi6{))q}xY3K1!UITH)YB_cvReztB|s9MVG18Du~xhvYp`2jGa={^+PA*6rXmms zDp5EEO`$j$&r+^?(NKvhLS)8Wz7z<~B}h+XL0KaO3)lcKMsR9En4(J$mrpN3cEam3 zTq-rjpps{nNP=-Y10#~F;%hkn06AhWhYf?g z5w&@F;)_ftyB97EsbKfg*efUlnO2Z=f#Pe%R`6OH41ZnSV$)No!c8gkO>rL?Mzv1* zE*-Mrbdbwo$Jv0;U#qr#lB|$2aBz{5amuUj_t^8eZHe}$8kF6^NNtrAC53t~MKF6~R^B5=FI<>nd^d4Fr2jSAo=b zJ|?S67VCqlyFs|3TMlY*x0rb=Y=NBe-y_O^xaQ4zdA=Bv{%RYAn#!=bj7HGnW&!{U zN=JD>;GXd7zf(m%h^#U#u3s*WTUTkf-5yJjtxphE!U9MtP~?)Vj_*JKJgT-3<{7c? zZ{9YJO0N{_7B>E~>urypMSXX)v34vw9Rf6%%gYj0*l+@Ws(I)00Q40Vz8kz-Iux-MBZ>h@8=l$R1uK!t5)uYTQ9SD|k4;vMBg8CEC>~a~a;bX_ zR>9e5_r5-`@O`y5OFpa2*oi1oQ1C-6C=;I9?Z7$PNy3LGR?d(5-Q`a;~^_`Zz)SUkO*%`B;XQM4*f?VwNi0pb=>W7rN@0y zW!t2pYYq}YNkQ+V<9}yR$5I6%;+gBX+#}9Rg+CSY-)Q4%LY9mIh2ZX-q>Zw0asfEa zI~qY!Hvo2kl?-473nc>{Oz>z**PzV?Yu)d$KSKU zl=|{k>W~t$2URQ(N5s`V)6uPsx3m#(fT9AE*vah>N0zXlN4U|AhFo^bh?0+~eIYAQ z87Uy-9ChENQeJM-oQm_t<^rKUw%LlLr0Y(8*IcV?VB?p^H5OGhcu!7wC(GYpzJ8ru zO$|?m@hv`mZZ;bNHqV%ZzecVFW)=8g@=S=>{{Y;Te(I{3z`RQw6*Sx#nEwECCj|T! z6ZzJpgOq|sHqJA+uTI7Q(KLKDbCyT6T4g8Ql^^+&M+#Q^CWyIP9f%d- zBdHbUK|AfXX)D0M#Stj0WBJk)tdWpwz<1nZ#*>jmP67t!YDr(0T1eZUg?OTK%7~TE z-(F`P`bt!BxUWt}A}EW+4e1I`Fh=yH9%BO@RN9oFc>pMi@;CakU)Ud&b#!0#X1}mM zD(dAsC2Sa9J#l1Rd{uW)Jm){3+A4=+618@0j_BrShmIl6i^UgLpN#uWIW^@WYixw6 zC1(U4N1ai$qk-K3bFQOs7DJTFQ9`fJw(bo77w94%uaJ>~1Nw#+7G^xoV2!IWKnFl#~Spw&oL%c@Rd#bKe2R zq%xKfAiCH<+^aih-(FLwDhWa%5wRL)s)-IUgy{+?DjJfL$dvN~&YpnEB)Yw8A-3Bq zSRBY52hNGOKY)0vir#whY_rOMB%r6axn-E+P{NjxyNejy0FXbe*0in?^ebSnmgL{B z6EBkxGubjsXyE&jb*tj69}3&4Wfl?PneNAI^4UVWNns2(KpuxUS_S8dew;`?r*2A| zQXU|sE{tg;@*rnEL{aY=xZKHc=d+1uXcW4g034rXSlAx8{3z-bvds?At7JQC5g959 z2~J9K4n}-N+^gA7YYxk}#$rB(i*2R1LxoxAlYz0o+sddSnPHsykH-CR0{2tV7twDM zjGOy;*yDAYSr&w}<8s;!p-yXT1A^E)V{Tc&I2CVjLrIR)=EOJzkZxbnL~7N9VNceVuNZSSBdO(N|sByp@|VJZO!APvvpKkF1jb5-D4 zN}7=f+b*&kKCY0JsgmIUzd%60Ay_yBs13RND_spgiVWdY-8-u^#7ABFE4#>Sc2L=A z;+Yas6r{7L6ps}W2QlJLl|$nhtUB~-JIhpcEyAQWsK{Dh0Cz$=MCnlkf>Ma3 zyHhtt$E&T0(c$P!y(u|PHyeY?Imq)H@~7g*xi;gmTDcJV_m3}}H0$=8HR9&d-(e0V@cefkWrr4|VQL}WA;f|9io$hn zKqppb#jLe(;;GZww4p`!iCUEE5~jd7$=kf8ZgMx~cN9^@{3kLc;!G&B7-G|Nie;iQ z-yNbbkXDd^%e=4wBLgFzF;2p=T0LGPkge0=Fp{?Cx}>Bw!#YoWeWt+sCn+OsKyS-V zoz(QYhPs(I1RLUSIL(hSwX(M9DO6+pSH}&#x({hKBMPk-)|t1#fc%Lw7-ht!V?|>r zX+FXmCkxnTI3QyKG*`p2V|^QWEIN~6QBH@S0BOL~w1U3&H%>A~Ty>z{E8+Rd;#EPL zbB|?dO?ZSCk~ zm~OnxcT`p0Q%J!8Cj*!}kPS)VYl`8$GE=eHwA^N>6tJfYic4)_8r>~>JL(z9_nwum z@k6dWB-+zyxd<#N*Ve3un{#27wQr=Ii5ccIUR7;PGfty`_+Vz{CMW6wBgpl^wq{oG zYw*2-1`W&{a)G=-pS%g)V#l{wE;hebmGq_dW*$~onhWrT%0FprG%VXB8xOU?0$A}{;`Ew7g1eRMvpXlr)f(k->cgC(~ zenN?_O@%{5VQqx$R|`Sop*nQxR;-`0l&5ffc@tS2_lE%f{{WtAomKSy8>RxYW&7>4 z`CQG9Fa%tzm3N02irjXx*;+>60z3hzk>Xq?$wKETZnPXoE$azM-RtQ8-p)BLpKzj2A>WysUersoYn z1Q!W|*SqyvrGeW+wkYzP1JyIzp@pj`j_AlzQU?1gJ8z6_R?keCDV#%sq_(ZxeM-<1 zu;dQsVdaVd^k(_DPLpMNUu@Ke6#R7zD5ZaGJpMleMUSPlI0TS|44o>H_h_(r0vbTZ zH{@$E@tsh;&hN|b*LAqlXNFtP``@@zZBtPmYs+Qs!7sL0f3qh_2^a^*BV+TaGa+1< zy9u`VaasyW5WQ{ykW!MIq^EL%4oDz!`9pE1CqR)6#4QhJQ!lvKK-LaZfDXeTbLI^_ z!}pJ*EUl?vp~Pjk6V)UfVEc|o!l`zU)Npk|edq2(=Kla~mW>r^nkq(^0v*$xt>~x0 zNVeKj5tXV!m~R6oNm1vwhEBq~;Vv1xak>P#Gunl2O2Au99QUx5X~uG*GB;L`HtwD3 zzGUP_Wo|t38$y23I0Ke9_u`^(-xBc!j!f6A(a@MOlbuoIw)Rw^>D&|K%pjN4C zMa%_5-+m_*wk7*N1#s&TWlviX7|I)5mwQJXJn)qBQRjptY%l=8tlx~iCeM(g63&&| z8YE%WB`cQb$U7wWSxFmY>QM^VB#h8#k#oP?l_}Y;DS1P0&y?y*h)T#vI2$23Bf5Y9 zCnpr`x$7OJhTfFQZV$ZFi1K5tSXgmbExd&hfSn|QcR3>)gH9{L)mKRRRK-GhdPtGd zkOPVcec}2q=MLNnCl1WJmN`csHa-K)sM!KaML7-0Fnb;lr zWUF+VhcT|EH~#=!#OHNe!-_LF>U?|hr>k_KIzS~U$`Wv#jX;Bg9`(eQOOqE)CH3XU z;v3C|b%oe1?)%S`w3a1+HwaT`(zTKXP?Ug3tDXpe&9M>elO9rm2M zN=ip~1rw(wAeAT$M4GovtU7WkN20G!r>aSN1c7h$zp{q`m)4te(;uA57>XHkGr)wr z07_DMcd!zn?jURcs%g+$X|Gz0r4%f7p|YO#Qco`glk(HM5Qt73k*0Gjaf+tIUmBY>2-A~ReKyFJC3~9wR{@} z89x58wd?`8iB0TA-0RHja6cO4lY@cEkgj;%wyKku4rG9kfA<-LTaOi_g}K?Oc+OOINGBVoBI#ic1kwo7`M1`s*A=S1 zoz!gO*jRMB#_DH;WAJ;%R-x$Wp2vlnb4dmFR_DVwAA)FrV;wV4tWo_=#{wz#nvQ^f zwT=G(Gg8z>PfDR|UWI%GdC#HGI^sroZ%HQ^qAwIrA}g`*HOKR$sYf`$qAnzYPALl~ zIT#tQN%H>y8cLL)H|66*Ug{_1*1gnl4k zj+8}z6a7`6>?iWBu8IDr&-N4fS63<7D`3K-mg2;xlb-2XvNPvZGq`TSaLT1y7!E7# zwmUU^(~rkBHbd!D`3Opqq8?Bn9=Wd8m3u=29c!rE1(4+lPxNtab1H*!eS&!+LPF9% zyasALi-WHg9wC8tN>?R_vJmRm4Ov!@pmx%7Hu1$9Aw%q_kH(gjsVWK^D1D?H5%I5L za*cNh1SpT&ID?Gm&a~fnn%ylj8|`7Kcmfk>T6I063GDl-)2CvkCq&SH)5{D414sDNR0G#7bcxT!*N5Cn$yK)x>QmIOB>RUq6l2wtZSR{;* zfN)Pr(|CE~1y@I@70&(n!aAF&z$kuf#v24FX%snknC!OI*rCG9e%gX^2fxCtIKDG* znMgxq6(4IARK&)##B~<|9jNIYynXWN$s~XV6{u~$$7;>1uKFznjh}zi=L(m&v{?_j zuDLxop^1{?3%v1oyUn&OmXfPcWyK&VSOk%$+g5Tkob=mzAe8c)ko$~;G}=^1K^-~b zn^KabrCScW^s6aXZ9`%2?ayQ6v_6SXRIZeNZ&4LQazh1MgChQqH%NO_~2DGSsvQbyq6DjwoTB5Qp;Pln>>0z_bMYkB_E zDZJAJ0|4bwaK!hVmvxUf)zffo=0wSHRvc|@sV53az{W6ALC%sn?@+JYTf=sU3bH_E zP=y)gB+87k!zgo^NO83#M+EPuBP0TMtG*kH7Cq6SXl6@M`!xw&u*ReIM*PS*-l%w| zfF(F*D%){sFdqvpMR~o_7O=IYE8htu6U!qfepsrNMpv!GTf*Lx1jfXR0(x8Sp{LVQ zsi-w7I?;|^#EaPe`9q&>P0xrfSElY!V_N1y3w89e8gMP35D>Ria@vMUfFSO3wlZUJ zm#kjx(OIA0vq zrr7M(5WU87bm3IKJ;9Q9&*x#99Vf;b*PY)6&~V7bfkbuB#pqwfK8HQd-bwB_?Ec^g6eIt zC88?g1*Ki)+-*b-=qg%u4!Ay4eyeTr-*oy)-|BOpksT4=M2A$3ItkLSpp%i_++cFZ z@T_doid7t1WwT++slCiVCfLH{Q}}HGs4sov7lCXZQ+&e8xW>;G>BVl`pPH80dJ?2Z zRE6QLlW>CQ^E z9q=mu0Eu`e_TTxrKF@WtddzgX!sAMr>c#bX!j@8vj#5b}BRy(^kL(<4dcLxgzzMe9 zT8vcVk*;c-96&iqDJLiy)q&S1o-40MU#J8$L63266VmOq!L}iE8&vqf5iAFsTGApn z$ulx=5d@1fkJ_i(WW|hZ(~yRe;C!Xv(oh$zTV$0wM#O*ve26%qE2WVDtTg(NTS;xs z)i^qc1Pt%7!Rzy?=XjzbxTeWNEki0&b|dY%7rrohp19@4 z;Q^4`XXELXf_1vmf{OB>Ml|p2?eWIKh&TcWym1S!y#%t-z)KB2vUVVxl0Dpqhdt`D zCkDu2D?-r7FS)5NsaP$b9OoF{;CY%mg%(6)Nm~svrs2m^#~IY_5=jHYmU1^A3ea6m z&TL=4?6=p{In^3#vcqBho8M{aWgm*6z+jgq#c6Fe*m1UyoS>3G$j)^6jz+3g#jAA; zIGc;H!yzGYn{QBe9JH$#-;pPmOw@bh(q_a!esWQ*WGF8QLGI)oN0{mF#{C6BjTxK5 zV>+?fp_I6_sCNc-=jDU)txt0_*ttG&V-vJPfwl^uYX^v2!SvhQXUb2qj}Fk&Z~Y@K zGQuRjRO8vyqS?t&8QmZqv*AS6Y&k#Z*s@xY6H-!5R?IrZAAA*H_83thd7GkHs0WeCD_^=A>C~PuF!5UgSb%6-1gq8q8nO~ z4)^uXr=AuXf#7(6NKGdD4XfL!w#Lw7K3quy01`>u_39055v2OfwmsS_zf$X2QW{zs z=zXP;osQd90+@?ZS#}v)ZJ_4~2L~Me=Clt**GHAZa=mp4Ec(-?Fj8_rMl~eoZe$;w zd#KT}n^;)sC%a!8UN82ZrRyKO0{}EAraC<%uV8N!w1W%YEsbM#vG-k z2eVR|Dp<&CUI23heU$|K38?CLxTgJjQ>c{~kmgcJQ3sekGx=hovoX7ssV*oLCFY78 z2cF{wy+e;a$E;}%N(<~{6=3B_1H1>Cbkx33YKUyaasZr041;31+Li}2O{2@pa6)lV zR{1k!$ct!)HQvdmrKNvdph*dAB_&GS;E{p8GEUTv54zf;KXy&(CAxGo5!jL$ergzP zSd`ivTW+sT;UR7$>_|w)4=Pa*F~q?ztw^5agX;*5*{#ORgd}Rp5=KG7NdSz1t@)Z8 z?Na*hF;i+x^+|1*#cil)itv3dsVP#jauR@(gZ8jZSyN6l@+LsrRh=+UI=x^{4r zzHS;i~y+jk4kj=9ZTt_owZ7*>+ooufrT?2H^^JyH~R zAB#HW#jzW>sx&68mg}X;L~EOGxgB9r6dob4Qk66c!B|$UKr92)mMpw7&DKO)bI}B= zi8w(+sz@Z`bGY092BW?Jtx$SDe$&G!gAg+Ohcu{``>6{{n$n*30Z9QV&poq)THUDA zKS~(J{X?fBWX#E%S|CNb<`<&u9kfp2_pP=xzW1oeX=s$`Dc2c& z(tF1`lC+g=l5(HDv8}U(V*M~7KI-C9Mp zh>VuOZP2p3sHh#h2>=7I8Q*+WoX#L@PH(Z39!&Qg5#y|~q%aDPd1U>vFa`ng^Q@Gp zzOXRaj+j=BU0Mu=mBv#Wg(Mz*dGhH< znG)3N3Y~F;%;z=h3`=ub3X;C*2|H{?b5M0q9pRq)l|=`5)dLzXZTeXJC)!j-dnuwn zVoID(-WliTQ#e-pW1Re}9pXC)f**2NnH`jR&VrGKQsEukxCtu$xB!Yappq*(6<+#|<)BcGOZFtHzPo$%yZ5?fPM4vYTxpU|$3?31R%)}}^$=NX3 zR$GSSp-4dr)qqamY5c+5vla_rMV9hPj84$3Cwycmfq~|B=e=ha*)kzIgj~@-hJ$ie zwY@c&5d@G3(6*dPaOM&S)6`=IwQIZbnd0XghU`g&$77_uDZ{U{X*(pSB%oxBl#HH( znZ%2Q?t2kg;dgHCK(||CB`I2Rk6Cj7;bag(a7YOUq1@uPx8RS~Q)3=WOmSf27&1d(jV4eI4kVb1i`w>!0Bw1ki!Yh4_rInt5}bzng5IV5OC*32k$^j?*mBM~RaLe> ztli>A17~CpVC$|>nH#zL>P2Ru?bGhwByI#1_$D=!mF!E)Lr1X&keIUvZ{+%)(#O1R9{dBD)Y}3;uHT+B zL|$#xBE1U0%10_nhEFQs2HSh+i_^bKZA9ecZA(cMg^kI^Xo!jz`kO!bY5c3Jp?|5d z{{WVs%DTBu$y){xHS30BKXR2K9Oq)bQG9YWm+-j6TW{6>Nf#o zIZnpnH_D0}M0Zp0wCn`V3mnx9WxL+eYwOZ9F3@1~k zMxxmFidBNk3TG1AQk1;mb@U^%N|dCm4g(&2CgN#v|F<>IvVm8tPBoL&5oRiN!C*Msn(ji4ttHCHv*c%T3DJ{Jz zi)(5^#-ep7X$Lvpkt@mBSKBPnAx#hBTggU4NOMxs*dy$MHt?cE%1V$2WcI`E8i5k% zT-o4|ug<2kC8Zy;UNwQD0`<;wjJV2)e4Pp%wb@q$6vjaB1tV6Y&;;`&@&ImYH=P+5 zDbA+bYM%x4AUdcr7$|fg>>NsW)ST_HI6E9|M!aKe`b93G<1b2(gAv&23oJU7YTYMd z2?IIiGBPR!k|e0NmhRW9fPQ09y;X*rK}uUeAxg<4l_-!m&HxzSnbi7CZ7}KY`rTVw zPr*&EYo=rGGrZdd*(*7?7TE1p^9xFv1eB>bP{&LjwOFg%SE0VP6tLr9jOf;ssB|h$ zQV93g&~qVLFR=?32&_zOf$fg)_Yt`GRzWxXnz(2D>W6r=UZup2)U-%`BkhNafGjAX zE@di6IL7+9)>g5tB!QJxHwHX9CJ(=wDX=!xwYV_Y^|zWWA#y_9a|l^VyV_4B6%1ej zkA)Z7J7qApWE{9vr01R!x96Hni?zK|br7J9T2mvlJ(`pbFcsIsJiO^MW<;}a`}aAr zP$ETTPd@5FR>N{Y>T}bX>o_qa5o`95RNnzf-_OpgIMPMYjv1QuoeEUcplHyIY6Bxt zN>4Qe^kVI8H?1iZ#u=l8J z0U0~^R?2i7=6IaHOLZzvBg7Ytxx&h)F5cG^JM^sbCF)kf1S<%${Pit_Qp=z6Dw!Aq}c~kIX?w*h{VzB{;yq4U~^8c~(vr z2l02F?6bE~S?)d~I7qeg>tT-hpljy{T%~aoNpM`Yvn5WU##nXqq4&^Lg)J@fP{CFP z#E)be)Hq_^nB}LgK`Cj5*3@@g8EL0fp6i-Ub_yeM4iCDA+_uIyi(Ss^3DbOx8g4Su z_ta`f^lMngNlperNCzD$o*=(nxOL`PdC@(RlC>?+5JJHll#Pyl6=S%Z@I~|f{{Sj2 zH4Q*T)|)=SU5g!;rL%B~(zLYV98YS7vB8K<>!i{ym8(6*iOcVrkIZSB%0%`^ZBDWflw^`L z5l>}<=?;e|D%N3<@Qlzhkc#`lh61ajj{QyOQ zp<3bUa49alm290D(vqBlPQ(L2cCHe=DjOFG&=$*2fRxBvDoAu61s#vPQR1~naa5V> z{jO~{vZ*c(n724m6~u~q=Po0**V37>lO5DCjJAMD3(f#1D&_wGLhpz8Ue`VQO}2B+ z$F@gtL$`UrmkC+Qjz@Johr70<=&hSRCgb=OysPgd~ysFJtCj)(xPR2n&N*tJY0L@j{1a{t%%d8>t(DjBJ?823Td*BZvzTbFN+GeoJUb3fNXHe1^Q2_vCfS?B~ z<24apoAqLs47iw{u|9ab#7^?0&0R-0X;@Dv9$dVm>=2F3rP{cW_@N|5xF^<_$i@|( z`f=n)Ki(Btf1bN!7vv=gSa~UI>N-+|>h3K^!6!NK7#mS99JVIflJ;{l0>qf)AdO#T zZTre|k1!~6K)bM(8U@740VxUGlCD_uu9aFYq(E}Ir590f;}$pb3Yn7gvi^p-O7-@o zu%)lFC6a&$3PQ9V@)ew5^V}TK6bP-B69ODYklH{>P?Ur=*yrv8Y}4rB*cRAQq(Jo- z=dzR=mA(RkOAd@BStslT9Cve!?X@p~Zh7K$z_~hs4s!-N6CEQ<86!A2$vMyoJ7DtK zseRgDN~zUP`O?VrzTQhk;04)i@KJ0s$|pL#N^xwd2~k!(l6eei8{<6s(bEq0j)B@} zLRY0ZJF9BX=RuhfO*eL(ZDKR;IF^>RXeCPkDOf!AI}GjPN2H=7U^IlRwgyS>E0#J{ zR13Ia!WAs3TBN$JPUnBl>bmtYMJ>ZFxZ5sjOOI;Ca5fr`AZT~hX3w`G((kK3Zi4z$ z9u1$Y01%J>8w_(h^2ePPEe)uLB*hN8*vKRdB%Qx_+M&A?zR+#QR~RH=N=k5|agtN# zjjP%stt#fLUED`Fjq#PK)f(zv8EKR~d|1}!l^e2k*Ope^lBDg+brX}w^YX6) zZXhiPl7%gxp{RfWNjrg^v-9Orc&6`fvs-&d-&A$H63baZ)O*{j0CL|X;}jKglIzHI z`7b`?b*)VH={=fOQVxXR9f3H>_-3?Hq$*VEci;P5oo1MpO(Vk`q<$dVF@-*L#F&rdN94aTF(KSt z?7OAnuv|)8)0LG4cSa7w$2i`jy={Xlh>{~b;Yv=D<81^Wkas7LNh$a9rAmGqi&mN% zw`xIijFG(0f2E`Fmkrr3&dXElWyz77br5NT__Opy{j+H)jj9jkrScw+h zB-%8W{dACCB_Uc;6YQr4na=$-tLvt=moZCRwB7@%Fxy6=3Ul4k2Xult=g%|<&6&Hz z=!`JU!Rz{-KS;@1&t_UDbtyxpp6-L@F<@n8v#t`6 zZF<13qFE@4WiNFjNh(MQI~5XrU0N1}+oNWs`n@@?(XoWbZ9vRMQD*nwn zv}1fy3Qzw4dfK9pc093OC}*W9Lq6(CMmb`Lk)&r}eCv-sRqDL4ULJmQMcZQ}04cQ` zYz2Bw`6)j-Pfujg7nt(Rd!%POeCxUA117s0Z;B#M%DhlJk;=J48QYa1V0Gn+A|{4& z4U^*9e=6$o5BifI`Dy&CtCZ}Ouwen*{*04%nBJyT@?Tg`O7Ng{9(5V3du%)$ZED5{ z!n%XEIvn(eYe~3Gnv{UFN?FL~g0uW+ZYA3B5b299K~W(nMs?~W;0zx+>eF#-5VFh} z3uZ5|DZ4CZS0xOhl`kp57%I*Q&fNKCwBJGYcoxaGJCd7i4$EF*yscm% zvI$xnE5RTWr%?c_PH~E>;T{lYhixvg#P+GTE5xQ7RCzI(QP850N)w}I))my_Vb7gu zb~`QM+YAU7Z&yO&wuLyfD^ixQoMV;;nH>H!qo$_U7ff{6T%TK&ZlZ^V#=IGx?R~fE zt!@q>)w3OyrD-H&q~scYYDR#NHXBnGo*uX`?`Z7SJb-MHK08&rw(=4HUZ4jvMM59! zK2)aK1F6rBYGml^WPyW&Ot6(LKw#rM=!@Ho=IyqHyCL9!b_GV5h~zuPy$&Fuz(xXv zM&md#NQo(=rA9uYmeg<;sAHc)Q21fDntDWsfJ2fL4`!2)oD6g7YEU6%@oM<|96wL> znZ|7y-wD^^O@iTEWvrwe?0Hmm@om|s%r=^iwWT_gr?beOSRHHLAbG!~l-1U3h)|Ny zRASo8VQb%3R5_8h2jFV5Oh>2NpsGw)jIxy#ttly4PIduoDc}ufy#!xH{9mg?2s+ZTBl1*%39Yg=O1TWV-saXsL0DGbHK{ z9E9t5>BCA_F{xuw>XK@Ir5-8Zi*2@5;u0+rt~Yqex7=D~(v__X8CEf!#y39f^q_tg z^o0+G_)bl$gCex8d3IARwjOX3GLu{cw(wDI+9d{`MI2vf$ z<>}4nH^fAb6&IUo8A4YfZFWvLqC4tuIqn?n4*qzrHF`SDq}S=}+lh$0m@)N07Z5B! z&5DH&gjdpuaFB7!r@!hpTQt?S)K^`2WwaoveR7aDtk&f!;Xc(IqSFoywoKNXhPU1BVOnrV9o}PBH*k~UrR}^@x}JfTtN_KE@Wj#;v`<%wqJOm z`+8WI)t%U}p~O*r#}slxi2!GOU;uW>@~@liyhCxYp{TCH>^mm=G^O^|g#_}(_^++z zHF6P_sCOi-T27wPp{V1UwZar6$ zeH+_dl@dEs7O?w8Nzs5o9P*RMXRg#Y#9RdZu%$64vIC?Ktyu#(+#GY-iX-siZc3QD zPZQ2^-5Jy&i3>s;Te(kt!>3A|2vOUi$>)lJao~%)umkULHLhexu7#Nris82Jf;lU2 zd^S19O1I}+YK{>E_l`?Va4WaQZH!*gC(^?(2H;LoEvk=cyiejweVNHN=G3%I!>K?? z14{HK8@4$BNc;v)?-vdp?Vpi8_lr%@l{TPIuu|c{Mz=Agu#gp}2PBcli`tVNWpjPBx44~YQo2K{Pf)%*3tLxkj8)MlkNf^HDm9!`b>|8R*yDeQ z_)(mM_m$zA9k$x-@+88W0l86;ZF{tRr`8r$J0~=hsAB{kV2ZaB9#Wcd*4yk~ARr9t zPDaG^KMKs}@Bkft^1P?3qURC;X_z4GzfriyH61YKs`}LA$Z?ig?y{Da3YC$ClaY`y z&>orJkhhTYO)|G-++YS=@4UG$gyAJ1YCZ$_)hegF-PThvm_qv!O0wn(fJ%9JjPm4a zWtwC;?oTY*tIVrgvDw?QS6~0fxnON zqWdE+HN;F8RNSS;Qk{;ox{|CE909Th6{ASp=g8v?eQPxBmkxZk&QIGXWuHx`bxNKM zF>YpeF=z&3a$pRidDi(B%e&JYvZDOlxUH~+>Om|iAcX_3144<(Bd9qXsn{+(WUxWA zIQVjNdQhT*P60W<&gCf^1LP|Gpri%7w?P17eev_ERm)Nh!eoTBmRL__(}BUc!6ze_ z=9f-W5CnU^dNK{82LDG>S$>*=80|3m}M>LZfa%apcWj#&VT{P0By*7`DflNxqT&X zek+DcDp^TcIzVUzg`FwJGI7k-8oE7hn!gb;2|M+{8*qzTJKa~O(-BaKN)3jiEgciVqG?eo%ujhat{k-7dwN+DS_G&V?MH8{==09JIA^#eG{d}sxBh_^=`m}0il7L=Bo3&Pcn$t5QPIUgZd>6f~A zgm)b;_Uflvlc>Li+3)O!O4F01Y%9#c8SS7$r0D@)SujGw;!s z+k+qv5Q4AEH5thWLa^vldEdT*pU#M$_-{y1-;kskEUVdA*!b7IqEAutqAnnf@wew* zcn(|9&(b0$OO9kkvb=?%o=JL9&t#LG zfB`C5Kh+y=Oz{(oMe<>jYi;l)EH>tj{^~fv#y=X_xH8)Ps>cG^4mm`pof4%wf;IN) zzyKcvCj;PmS48n}eK}ZaaY5nA)2+9+Uyz|H5Nkk6mZZ2>vXoL5HW?Wh@uJpAu_TR8d-7X}yc18|-mcphsb9^>$F!vyu`k(;wCm+B$^o?4F{hRn2pyzsK21tD5Ia ze~+?(Ex@(l4OpnM+gtG#(j6=;oP~mabvJgnK(!?*pDl>VQPPzTo*BvMhjZ;gPJ6kd-Mz8k9QF$N52C?EEdk z?A(ydc5hPVHkisxWT{Un86>&OC`bWY^$8tn_C?+-&MIL^k0v@D0I;{(C=UVEIr85J z2OTRO{{SfnvpAcMT8g*5PT6RP5!(@~E;@3e5;rHh2TWk(fnGI@rohpGWu}mj3Y!kA0Bce4R^)m3Z&zph;el&Ivz&e^)bj5N6!O{lsgEd{3pl1h}Ub52Pk;Z+aHdQ^{Cea9Vj!Kq7H ziBi4f?@_2KJ<-MV{)PuA-BG9bhNhiPHyM!!Gw;)5>4kkMw);iQNL~^~3w_d0j(T|4 zu!7fdW-NAIlH`=@L2X)GPl}3$*d0mo@!mbL@XTQIs!&4Ckd%OPj%4TGM!t-UMsGKn z^3QrKcVGGTpWK_Ju_Vzo)dI{2K__(-gg#=>*lRZ_3C)8fy8~M^rOya zj`(FMb*qKtma&{R`j@0yjH`n5sjqzKL0psYyM= zY&%720BR#)*A! z>Y3KpZUTnIAw)UhxXuk5LgG2DUZUTo@U*y1#fIV&5iYi0btHmFZAB|m6Q?6%;xU6+ zJ29WO%}X-Z8K)-2?R7AmNrMkrmykvvJn`BExq@?{Rsa@xc98Z*O z=24?Ql{gZ3N@fQe0~it^WDmg9ULd*fh2BI-R@pEmG}0VHksFdDtm^;=5t0+BJM4Lb zUp2LUk=iLwB|3_UJ90Ux4c<|&Q-~g8W4D!cSmM(wGagvr;J%f#+U{l}6Cdm(p|?w- zJZT|L45v=4D3;3b263^;#{AousdmR?m$gS*{{UScB0xQ#KvqydLD;KqWS=_u@*V6n z=&02uuldCx&j`e1h%%D#TK%YBujKCWWwq6ZB zpH*F_QD#VxG3EKTC2aOSA$oUWWllF0B}GdwsI(L?a8g2f0y!LyjZ9~R?DOX?MBW-@ zm8&uvn9@5pfEXoR#RZd-wtL%;fQJr8y2-h`#3@#Yl5Oisq$T96wp>yaOJ!eaK{+@X z8yuagQ@)Vyyf-7Xa@lLSvZm9i_%c-Ecu>ejR4_6Ia4X$LzfWDRr=~LCJ*MLD1i=Qt z+6OOcKV+a}?c>YN zsTIduEhH@}n1F%^A@)eysN7a9R+g^|VbX7$^fu3xrE|2*W5hC;Xl^3W_Q>CEsst_^ zTt}XD>AKSB8kEus6rtBqQj~Y+u^j!?O>np#8-B}i?=;a_YDNbp+}xab5)Z)D+?$UK zKaWzG2^kj-e_*-ACs_LSP zg}>zcWZvmpPr7T1wPQO`s>s9Kre2xPk$f*(OnaO3p%_D@v2p0muv*1N2#a z7aki+ZVhtakr~`2vPw57S9^Y2b=(>?XSI7Q2c9ZQH2@@pbLH%gU&6D#hl%xaP^$V~ zAY+{ezvA5XRQB&#uqDnOfpBIrqPnFX*+6P#XDz8Y=Y;o28|5e8NBjc|)Z$FMLqeZ! zc9*i^NDQL~0VyXt=TSRz#`qKo#kR>3p0-@xX_m}c2xdVGE7u)FZgY*ovOm0QP@g^m zEe>3R&N7!fy^sKEBx3_?;P`c}U&Q`kaJGwPPwYUEj*h^NtD#H4U~`BKoSb+2D&Y=E znx@vB4aY&;YCYmPVO^Lp9h*lf!iiQg2|Z7U-mOvGYEP^s4D>aUC<#A0!eZ&7+fy`goKfIm5_1;|NzVt35&T10dH*jR)%JJ5V1Xv&`Z*z{rk%(^xE#27Bi>>0tub$}hO_6R{yK z*=|E=-w7S)$)wHS0rzRyB<~;Q3ULEaBqS9MTclM} zPcsNTHr^)s?8PO`4}tXyN`skFl1`!s9s?Z?YD2fxy9wDYw{L3WAbPyHv71nF-CK|W zB_kvaMIaSpe+r;89aYVs(CpfAwV_S|077)~AntNN9y``;GiqOpziqzjZ9NM$51LRp zoAZIzXVcMa+#7#4yDhFW<~uNBDYtu6WUQ1Ok&Iy^9f|TjG;w^kBJUld%#zFOI3AAb zMy(3~jltPN1cE#dO3An~ZN}=vr=;4%D1$;{tO7exrwdj*3bzN$?r8r2g=M%}Q!ltq z{laTydhe+3t7*qQ&#H^{6oj+~X@-I!@#tm^G71jvIOC?V%`BPb~mo4oW-x zLGb5ZvsC6Vw=?`luTDyewH;O5PRbUzN9-OeN;D~v1(MRw9QV*eUn%BmlA6IOV0G#%DLxiB9R0r zLSQW=D(uscdK_0%jU2Rt{ZU<9r(~^z3b)b61s)~iiI=&KI&F|0dqW{)A;;2A2_6Z? zdhd@4)p#xdGo6${2xr;zQT_w-su(iT%6?sM_29?t<#;31&d2ijQ! zspnlr;4FtKb1Nx35ssjamEvMyWyo(XGlzX33uzWd`QQ zP#^Cb+#iQJn#880x2dO+vE*rmZrIcT8QV4DV@F!TyAYNA{BFfPpwDB4WRc^mAbbT(;kdAEoINVZc6BYZ;+EfaTWMZSl;f5& zjC9(IXF!2)jHZ+lq=W4xT#ZsmWi~aLQJ87=Qqe(4Atf8+kWW10ezm5ysqUZ|<+m(a zeLZDSr_)sV&L58+uK z6G(PUcW!Hay>(dIQL{A~ywIWric159K%s>q0g7va2iHP@q5*%TNa|733j3zQ*eStXfV0oNYddi31YYgKg8mS(@{T+d2f22Xacj|6E6n;%u{zq?LS z5DI4kmAVBQE(3r6@b-fmvJ4D9vYypYA>eeTA#cEvSM2%6nXXm0nlf+BzH$<@$krQM z%-=obSg=?=h6 zQil13NAaRtEpG*F=j(`8QJlQHhXTgcr^?-21*2W%KfGItiTO4s8~QZN*>@$?{>JA~ z_18pu*u9-!tdeW#t8dp$o>eg5D*k@B%VLSOU^Vy9^(QR`7-n}bb>GX{Lzl)yWLL*! zo-(iV7KyT#{B`}6(0XR{3&Nou9f1t&9ZToJ5@KVtvJ;#)GkCef3I6wYujd zD|FITN37*T{xF!uNBz|xkLmZm79{Z1D#aN7yN^fVSgGlL-*eE?wVk}c?s{trw(|}@`O!5`vi^L zbW)QDArtL>tDDGUU&IWWF|Rw=!zQM`At<#U+WFDtWS9>%oxChfLhT)5ddA%Tp#rW( zrV{OvxwhyOyX|~m@P+0oS~sH_KId3zt2nx1{Cq=SqG*%sB4t)bO1l15YYyEYm+}qR z+(3!@uBxru8&7|zqsx%LoAwsw_T{I_-tTu*ndvvrtCqhOt{wVqyDmW>2g^xDa9tpX z$?V#jJuUW44X9Tz&25%@>F|)X0F#oezjlKadS`qhbmLqiGC4)RwaWn`frX_LsQP0t z0~vG`mP%7GY;jOQ6flh9^?JmTI0W@abliiyj7zmD+B)?=RR{0-{@>p8VR6* z83;vAwejEM&K{txr0n2$xgMZ+@`v8qpSUuR243bom>$B62$dM^eom%Qe~ZWnC%5=( z(`FVd`wtNOCU!8v-fkd^Y-`=>`OEZO7gp>`3|(Q8=GOt}AzSU-7-0!qhMV(Dxixa@ z=J$$9AyNISjb&uHQ!uf;?<%@wk%^A_=1u3HsH|F7$Cn<}-XXikyF;}RSFPkxo2D>mMwLY{H&}3`sLlmmex$@D$L4NI@% zxL*_*ypEFyO%|xFF2?Ax00bAR{~F_ezUDlfJr8$Z7fM!<`BocjKo+u;P|7vx7Ce+r|)V>LX{_-%*3_kK_OsnN%|nMVCL2$t{{ug1bA zdOOOK(gXSJPt8pneAVdNA|=S+9P zacMo9Mgq-3UEQAqvqZy8RSH859hQ#|a&F(Yide60Wg;YGza-G8R7fN)=v{F#V%mC# zZzT6A+Hug@lV3T`o#1__#_=AfudFHjh%l(cEAe~b#gBgC^y0kpQ?SX?5^8PFvo;P@ z<8M=6KN(UfVLJC~KSve9vOR|@X6mncG&TDT(^K`myg@v7gU$2!eSP!PeZP9vwNt{f z&<440DaWrkH69|YN8_`f`{%8YBZ<7oghmK+mv+{`ZyX;2KM;Rs5dNCU`ffHXb;N}1 zMNnd?{b#sL;+A5KF>pAPT>WhUOK@TFkbzF>oa$Agw$1rr?g`D&4}~2k@!ax>-Jmdh zQLn452y&Vj=ElkvYSyaPF zqD&l$>Nx`8_PZL~WKY8Y#Xwq&px@gp6KOAskY6}0oS6AEA6q`0`YwTF#FAA@)zww6 zXssUfly3#Ctp#ve)?}6kVME_@_Z`2i+j^1fFsR|ESR@I%b5q8->VjFE*sz1XQniR9 z65YZ?!t>>wCq@jyXlOKZPnj@tDbTb|8^Y#8|_~3RGp6CO>jOL67MnJNGgjH1p>^awbaKSvhI!!gU z_pK4cqB`$)I-xux#yDRGf&EltxS>f@6tAw6NHNonK3)GWtdHb8$Mo)~7S|YtXDKFc zX(HEVQj*bYfon}kfQr*@_aUMsX_TOYuXm-P8%3itw?xhuqc*Z&GQE@o8&d%buO(=# z$U~+ePUL$Y#NWPrG(}Cl1j*i)x zqr6rxGbUn!*G^!CBY!pbF7>=p{XG0KrW;bRP!;&}%Ptd|oMMEB1M&Rf%%AoctHg_p zuW@|qYn(!BRt%`lD?#i=sP*;_iT>Ih$;T-vEby|(1zUHme?NZ+wzZlFspNYX0*{yz zTA%?Jr?v!kdeAXYbyI&LK7HTm6&J^W_IgYah=Zk2PQDqwxxFdvjDWvXb2STgM_e6Fc?FWd9kj=lD} zdf8tAYz&+E{2io(TqAeu=C@=za4*M2iE0=r2>+E&SNQVn&($vtn#fn*$s+=WkH@-~ zQRkCe!rww0-+h(QgF52Q;Xmn@5EAx!w(jSn(Jq-f&sCE$E2$s8_b#T@1z?VlGVpyQ z=A-_FHacwCj~3*T$qCLU%MVM8u~B#=_@$+L9L zNCq!2G@xUYGM&!3-xY3PEmVmWQ{}t;+n;UzMvoeGI`0ZUI35?#I4il?0keN=Q*_eL<# zaU~5z$unpS==cxvLHekBT3d8=soB-&i3AEXtBKZ8vda4J9tgy%IZN}>t7cCX9^p>^ z*977F!!|yW3B!>>x5$J&X0KDd zh#!d{Gm}uv-$^}uc35CQzp8!@b^0BLuvWB7X{r13rv5Oi5H3*({=HM{%2xmUyf#>d z>*Y6->RtmR{j*wamu&Vxr@UbRrrT18>8YVsS<`|!PGWi!^!o{|=5D&&W;-Z`wXML3 zoJ?RWr#IUE$tmr0=*NDS0qFq8>i7ow=add_Kl@H5f&0HwLt(j6D)>ixz@GQTeJ_?6 zKh0A|&1J}h2p~JN`%_ZSt~BGF5EJX~yKQnsqH(82U8iXr2_+R5R;+2yW}XL(^J@sd z59O<$v5}F+6vP~$m$*bX<~2u>$%3W* zRJ@VA%wA_$gnIXNw`zZY&&yMBYMDlX-&0@w+mZCv^{Q5eD!yY$JQ)pC^P;xaWg{%q ze>4h9tuXVRE!*4bCOFyiNY~HA<%Ftfo(i>h6Knk5*cN}M*Rmg3xVVf^tse=;hs2h* zhpDMHMLcTbQT;qgKtQYu#{%cevrVuDz`F@8pWGeMHS}-@!z45Tr)JO=?lu{gU}Zo9 z4s^W=Wh&klp^!JVc7u*5gV;B}Zz(Kf8tw}TrXk69Nym}~aL`9cUUGSt;`gCG+qjkB zHxXRJebP>b?1-)S>5sJ*7}iwKv5GW$p6Q|j592<#*Prc*G=_@w+aE?b_}0e2ip6*R z)gu%}>O;PwK8*(Nn#*p5%babz+u{(^@oy5$x!=c4?Tp{c7mQotU&3*np zD59nwk#Kr5Qi!rA$m&v)3HzAf7Mrai+eFcZQ5rUy2*Y_pD0?Sva`pT%_| zFGX~*<8^4|d40O65WeNo6wF?TSbJZR>r(uVwRkp;>tbC++u2{3m|%>b$-0^G;{88> zS`&pL9c}x}OR=`$^lyFWw(3jbY57M55|x$dB0QI*cu!c)TUrlrVnaYNSsE309#*F| zKMwb_>)XR>6H&V;$Jnz77uId^_+++9_bjo;7a46=`&#HMa?c=g^tLErgvOM?6qt4< z#BZ2U?WMWTU$W}?Z7-#_G=2vH^KZjf*g`$8Vlbc1es0q293+!yuGi6w@7biUk1jE) zUt%TuqO5|XF|6|tAnNfZJpJtvSsI2&?Qq`^;^zI9fOF6^FbjdGzV&7=8T2y^vipv3 zCsa;wu0oo)y$N+9A}8Bn3QX{q3R4No5Hf#6KoyRaH|_d{kzNbpb0je3iN+??*Ritc z%yLNK-e9{5l~Ah>mbUM6GJr(0vCNhoOSxZ&Xb4yn%0#(9?TevN)w3h<{;q^FXu$6U4@RJJbYBWecT0d$vtASL@5(a*DG&su^+$wX3E>FBr%s z%v(>Ts)gWyH3Ho*ScSF|1BJ|=hp{TGwlXPJ=M*cUGsyCU)A97#e8R6I$2A`$*zeJ( z2+@B4g|3P&!g?PsG7le~Fk1)V&r%h`&3t#V?d9#QLS0W6Oc!1cL>~5&-+3W}i|ePB zNSb4s1A4^jDo&2`!0rYebh6J_=fMtj5N%fqGjsaWfa$+6&y_6ReLX<6Ylb^fIef!eavS1Hq_P%gflha_FI3`p! z5dHSUVaBxW??j0;Hv4~wtkLRq9bO8!!t_Y>Z*aXG)> ziY))~Zm+4_MI_wci{!~A`*HMg8V3vhYN`ReuPO7X3OPYwJdrTrKLDxmTyDGXGV6__ zF1mGWWFE0htwQ9KE0k`=NW=R5R5VvPmv30Vp`>@L1DOYw^u(ifh6(CVs37tgzJOI^ zv03?@;R9U}_5%ELsHYv_dr$UTZTNx~6+-K=%+T|#5vO=slbE~FGWs31)L3>yJMK{) zVtw;`=!8@pm0HSmka~w=A2z_tj<`Drfwt_{Q5p+^BoR#vOHcL?umP3#2oFeNjVt92)4f7YW57?LcR9Y-xp1dGh&)a^obq1F2>0Ck4m%|(^JEKUWR zT_0ulW?k!;iC$SzUYOXY3JJJxX7u!zr8ltd3|EkcQQqT@o&8$cJ1fGB(UUkQ1so9~FN|K)I)I*xVofOM!L;9+_y}*cShqEQ25!!&xREu}^!JOG!lN)jD(i z9UtfrsR+kT$oM;UdKuS7q_sIEZ3`!R`5Q*dRYs0l6pnY3gL&-@-I>u1b8sZ?RhcmF zKf<#VRj|?JY(#AItEFId9SLy)8v8!Pc|hlrPXln}CJ_i>u`&}YVIIrX2~Wl!JmFeW zg{uY5{c##gq8F;ZpL&?J^ig$t#nmSrDuVkEe8d%Ls#NIyF{am%R@GdkhqOO9myM!L zk>ndFbi3@8nsdz?fMoB}_Sgz}J3#sUXN%P%I=5+RjyDQ&49M~+l*jS7D90QN z{*lpaqKng;Tkh;JUA$J!x0+>t=Cf}m=X})jr{$NknLM{~2k4=3pHbZ!Q~P#SRu&d1 zEvB^qL#ztHUxj34AVuxFL+z)r^O?YPWh!%q(5m)xq*D%ai$h@2$1>Q`^FV?8oH~{} zwoS#SOe=qKqx5P0^L{WsB~X36<=^tMKJl{x2Ne$tNheV>7 z{>S>Ya10!Y^i8ADfwW$_6Hjd;(OqYB`OZ}`>s?5re=s-#!%CkLGL{=3U*?e%DE|C= z6HP_7ZM5ey4^KZde~*U4!?EcjSw5=}9?LE;O(#Y5;n~QBA}2rXLO;pR;4+)H~my2YSAKN%5eb%uW3pU5d|Xri8BSTtxFrZ3_tji zyX(+7&VL_!n8ePjJ%r61zD>GH_h=$|GC_vPgL;{-cAQRP`~-Hc^^@>1{X@0qs^lnIoh0xGma#w8TJzPq1W&D!Ig<{* zlyRPSa(3;%=~uaq+T~3r^7YU3%-TqP9tkdS5lL^I4vC-t(;d-(EpVm+k+jPXlsxz) zoJ0`lezlQ)d*x!YMHNFDEE_>Z(!s1B-q#<&<^;*@=DtGj;@ccM;xn4JqS!W^Ks|4! z@%*M~f*u(eBSPnXl3)}~m98~6F+Gn}%$|c=e66Vt6rLu@N>TkYN4U`u!U_F+|Eb z+X=X+;@7IYPmy5wx9vUioY6nJ4;QenjpzIfa|hHY%AJ~HqaW~KF=W+*D+%Qu>(b+gh+V zmKL%+ah<~JH@?z}d2)4rTqY-Gu@74Z%;;N3N?+XW;fL_?(y_PvAV4}%(5t4jl}D{p z`B}ez0EV7_0A>EkemCgM+cL^MGR<@flOvo*o+KD7!QXu;hfBWRc-d;a94T5k)D+XE zN2EEj+P9P;)w?6+O36W=3PPXiX~cmYlVX3^`z&1T;BajHMq9z#bmKcBL5ib`isgHB zUp&{R)P=FdV0^Xxsfx~Dt-YJX$vqjW?$ zhwnrudwpPr)K18YdC-v13ZN|78psb_ev0@&GJN>z^yNZq(q-1J%4^Jbe-A~>mLs`q z5VC1ISxWCjChbzL7Zd71b#AEk3}FTO_Go|vy*rRk5G$$zNly?(^xU_;budm(e`0+* z1t8HbpZO0!r}JKW0_zRs{on2Wk;a_425t1MsLK!T$k=ar4~>y%Blh?_21WT6e}Xhe=eGC1?o0TQXPCPPrw)EuZZ~tH)h7s9`jun` z5A1Wg7^1lchp>vB7@QfnAn9a-BYe|}+hI}n{p4ad&p?OQMTHLsZ0q;gCOuoPb9HMB z<(Rq5uz1y9vNuPi0r&xy-`Q<-rVI;Sm$l-_pxE%Q?@PXJ`i8kHcp@gL{{bv~)Ko8j z#@Jr&)(-(|U#!O2m?1Px2Jv?4mUa&VpVQ>6mCh_6QdBDI_ndS`a81!RrDU(B9QjgEu}V5 zkYypWec(aJOYnvE(i$!2huvKWFO@=%o!H6WhV2i0$`%Ta`8g1nRvDjjlzA6=Dq5dzXEW(HwM_~WVwt&mC@r|2G_QAOVuJaMoSw-05yH4UJR6Xj0cdH&`wkmj#ssl@YWdN_H zbN))t%Eka;7W$)Q-K`Ilk0IUv$|4h4TVC*kiwz{C06Rl7tfgZL*(`}NKYZZpREqPa_jJjtV80(tCp*a%^O3$1V zcxC3eu^(8vPd<7VsvmP>%eXJRWK&sojdj@}oHQ;wSRUlAC6=^N~(uDUW;P`IU3Em9EA(S~BN;f3Iof?{=`SUx8<{Z-q315~zgW?FM?8AK#L z_Ieu2-Vd>CVZ3Q_Gd^r!PiC(UkDa&3h4mfiy9z^_72bzqc?bCmO@4Yrfxa0uDCFDG zJ{^!bTV5`Z*V@cFKP|@e_W+z{RFNO*fWFH!^sM zHO>v2#P5=f-nWJm^n6;&l*DgJq2rOfsz~SO-$3#Z}5Lc3;OAfSylXkGm%wX2a^ zYBe9y2yrFQi$Ts~0Q}#@-iEV*sdA6ym!k6x7wk{Fa8|~W=W>OolYb20bd30E`h|Qd zUjx&a-K+Xdn1pCIw5=4Q@^5g7I)m)v<@8nPNQMbcVwU6Bx_!*$>fYuRce1C9hnVDK zdzOAAX!*Oh40h{*uiiO3a(zb*SkVg=T_;Z5Oze!#g!k)4_fx~g`bp9;P6}c8?_)fn zUkchr8f)1j`8seH@0@5^>jj5HFYq@>fxzyW)Z0fG# zFG$yV&2qC zNCJ%vMREvgfjt{Zw7%S8eq3zd)IbMI*YD%dkA=oXuw}rnzF-k54>~!_ji6!~~E>?Q=5pQ3Y zxx8pgZ4T%zHb6y|R8|AqsX%)y{22JMAU(!^2BrcLBA3O+oax7~JHug#>(8%4psU3y zRzXaDclm!^P|vUul#B62;4P%^X5qTVj>~O2ZBz*-RQ;3{>s3?p>i1as`nZ39eA~a0 z|My53ei{*W^NP5~MSi_;yyJk4`fi;^=YaaxYs3V)Rye=NW`;y%(vQGgmRHYWYMy`! zhvnI)CU}i~bpUq=L4TTBLGcx>;$U%I^_l(&loFW?kOu~RU-k_}i3-qtqOG4d>$MlO zXGAzDaDzNR0PF)Y3^A6(aVi1zS&N>p_^}027z8@*cmwuk73T*(44^P0IizIoT%k&~ zPnd82gDmcthn0|w_O$Ld48l|zo+uOW-1qc#M|m;t7&AJ@;8!cU$i1|W!b$OD8Bo{| zad;aRqp(>0i;w;Ec_H$A;=7)qw1Jbm^?I&2ro=hFS2%MofeSVn0k=1p}(w`!Ua+Ps20s-pYiE%J&8r9^~cMnML9H^D7Yvw!*X(L(B3IF`qE3A~DHdy~#~R{_#hl+9C@M%QYQcWRcdo)yW~{ zf}g3X(pg?9H!XZRf#9!fw^3NQkNqT_YIGHCXY`xa7DbzUKI_j=axEpS=iLv3 zVt^O^6iSg%R3j7{`>Zn=2iRejFJanYxN~aH?-AFN7o0S~2=~EHC`j$FhwM@mI{zd; zFoExPeKH153yYiQyuR~qtf7W2wcnjJ!Zh*w+}T`DC3~6v2vx?@HWzn-@_RmlT{b5L zwF$V(>$dA$GUxu2*B)XfRuq8WR+&Ls>9=OPfAzIfAB}vEm z2hjDLA_F!Re&%Dg)mcf5IoOS{&Mr|%2R`Id5Tzru{PwW~FP3-$ZM=Uo{rQ=ATC)WD1L6#XVdJ@K@z8+3&4 z+rvU7AMv?eqvNg^{{XC=zx}9(H$SVS67se=)SEDzO}dVmsTveCQn&EZI4D-2-)bi= zvY4#0UAdOO3*Hd(km@AY)P|2fY@@~713hx7Q#(>!TI@8*+E_zaGE|GO{LAj-Y43OT zLktvCL?o=ic9OBrGcFIta9rz}vc5Pv&S$?E>Wn6R<$%l`Bs2nkEcgeg$S3C6sx~Mz zWs9m*t)C%Gvpqm+RVN8tZv@)B9t|Bq<*>UXCdJgBb{XcaGLHo8?K#}4Ip zgnhhOo=M8T-F%FM(+MEZ$eU=4hP1q*lqt(r{ia6eMB94aRF$_qUtvUNfOVS6wV^K{5eF}%h z62DZU>A@^4pTl=`cQjq49fefui8no^GN8$oqz!Z8b@+YJx)rIk?;!+D(y`a1T3qHk z7(gbvXcCpT0&`&=nfr*3pAD6*5OTJ_swDEMdU^=;$eL&}(=%ei%cb-+GIJTDb|oz8 z=`3bAZwNq=VFb(XrCd*c$@Xth7I{Q0-(m}sI6YS>cPTZKS(B51kcg$%XyF<^U5~Ec zBcUiT+sIAhyII`++3}>9shlsUWwxBPFh96hje({U2ARxew8mb^&uA0Vdt?x9HWZ7G zvyC5znUSyV90O~mEg;Mg6;DfWx7T`qja-G&D~+q(Vr1AN{ns=mY*u|od>!6LFc5ob z*lR-r-@5P2I#cC)X<6!~U0mGIF+_R}8`L?Tyc$w&Y65fDkaxx7jaJ6iocnlX0r7;bIA%yfv2-~90f>t7^fQ#k$QRzF z3!rS60&CZqt^v;9i+M$9ykNS zfx@jpbp*VS^EI=+1YRZ)Qcn1J?B}Ju^SV>5@>m8n%XnP8F}AafoKovijZ=e*kJF?R z8?mk5Uj75fH50q74!9_Wk^BmJsgfZYEkhz77@HTuNM|R|WtE~S%J41%h9%jfS<6Qx z4SAoq`e)v&aMffl3!xPD{7JqkCpMv{&=}Em_q%a%nwKgtIgTwGWvI7^^ERHt=I5M8 zV1rFBQ`2d`1hv1)`z8?nG3R4fAwFo9CEY=NR`g(^tFTs|Of>UTZc_Y@dO|(ylSElAdNesfRvs%!HN-P<(Icrec;SXjwMgQp zXL5_e-lXwl1iat95^$9W4Acl=Dd!LqAxi66SFdpF959RD$g!(Evw`bFCbH$^@K3gN zYW-I^P=;wkO>5c0NH5hGN}&{M@7riJuMcfoR&^i9-HbXU@F4K8}Ojy$s< zb}KgUj$L_XvJRy8njE$+E}{^>M|eY8+i`Ip971ZeicwneQyqm#@F>^rzx#X_eabnq z??jBmrs{iE4ZqbU914uJ?KkuATgfR=VW~NynR;!oGRwR4n}b!)8p|tGOI@3 zFc7^w_Q^3v%0lygYmIq!b)5OWP3-yalRro1#9CleSqG>#e4pgsnsk-Y$xD`aI1i$JYCE$B>T zIhmA{eZ}GH$x48~dkM*X5((B(oagYiN>p&dA=lHZ!fW*xBk4l_0K5AR{{T;>?*p3> z+DkZBqhLcAny*xrXDI&f`g9dHo6pXInWvM;5nrC8A1eXyA*YxG+_X!zIlh*-3mA zJhHV0>YPl#>MzsUy`&i@JAcYOatI+?X1oybyLFvm>DaX%$9(c_tez_(O&L)R8WRP5 z;~>2IX?VG^I7;{;c!S<}R?oOgjMj|Y&|Wf>rSBi0rZt3giaDAonJk(We0f3UnC*R5 zN8DfC;rSb?$J1V&?Z_*irMy?+;yDT|76{Y*XzD?Zu45KX>tQK2aNZJ1h&9m`j||WY z7>)I4cBqw&ra~57!(UjTTZ>-_n>jnP9KqjG$n5W?w42BWF<@&}*1mpM+T3ggi;Q3! z$Sx)^B2YEFSjt9V#V56nJ%=~1CB?7JLdLYo_>j63H+%TGqTRHJ6z5I#rmEy4HF(K>~teX@#Q9)QGtYdPbtlLf{yRGQlP+X=Xo$2)nEmQ;^Srwdr6@QQunVm54_ zcJHFo75vEozNaSNXijbIcu<9D3KL0(5391;dZCK+-%999KeKyW(=-|v)XpKd@-5j4 zY!p-{V!X66O~wslaec|po@hi;Q8Vz#yz69$M2m!fb)9B@pl8(+`%Y`eNR}!0U4{Kz z)u~>0@b+nia(!|U^CA-nL@-7$MkM#BUaPd$ih{R*#z#Cfc&?om_a)EMn6q0)WVjO< zjh#ztHq(z+Gfp%1KPB9{4M(&6IC>K<7z>@V2=qwp3~A5jr>+k-xvFPzSo40k@FTjM zV1K)Sp7XIc)Z7idam--_u>_ZyHDicAIpJ^hk~){PYBnNu{a!l(f_R8<_h9Rx_cTF zKi+RFN+xG147f{9q1_dyaT*2WNAP&$lWK#OJaBWPR+7RzM8L&ur zMO3q41-#$uAf!-AA7A&Va2^(L36%hiXH==a<%Ct;zB`X%n5T#Ztz5^{V8~7tGN9CbEG!|Xh%6>3d8BVD>SV3$GgRVxV znVP1Hse9t2q1%PfiE=DMO$?jxY%JkX0;g%QtDHkA^~WazGJT7R%lzUl5`x%Wq2bsW zJ`jU*%unWxBBI4Ep*(C9OZow4JAhIbgSX)`s&)KhgIfw`r^56dX8>6WJyYLPz@CDR znD1}``E#!|2=bGN*ftM$tM9174FH#CI2lviDgLBAr7E-dkq5iE;ogRnKKCM_XuBlh zevflPdz(z*B9F_-P@@l9fcA4!&Nz^kMmcx5d)h#88Vnyy3e+q^wNc*Ql-59)%HsBd zq=8LAf$}}caIpxmmk#{{UgtAG0fK9HCAUnFYAKYftjJW}B^^l-T;xi7z^p!mIWPuk z)GoipY8qbA9_dP(G$;I;xpNLSmNl|qn(%Wsj&7!!c^{D`qSEcw5OpexAX|B ziqynQ1x|LQ_&Utm`m#%FeMB*^;t6Kx^`<~8FqLv$>~)WQakzm#tV%76{PQ&v;g2FL z(}Sr|m(_2Fv4af6IQpwq1C>o1DShJFFOosZ$JLQZs-fF9gNNzN-HwJ|imeG*{f!K& ztAbgXu96e$c{25in!1@kmUR;>7?P=GrSR}1_7Cvb47^%2OLeoZ!*@`ypS0s9Y_V9Z zBc^AcDD(W(8oZ+TS-X@)(Hs%_kvEj)Z@&cApX?O9IwMi$d9c$w;?p`~n4Z_RV*%u|L4Sjz7jEv=ki<9uk@e6kI~KQO&Gn!U+%_ zwC9zYsX#LgB7M`Yj0gCPsk)Bc z8v90_yg*`1)4GA8*d@0NsPMjV+{BenrhE__DG$~6R3}Sv%NB>io7Yn=cwNZx2$I)C zT1L10T|WkTx(G;3(A;D>H&bdv*$nOl4{oE}G;dgY%Q?$)rxCV0dqN z-S|F{%v*n$;3~&od_tfu=6xbLix=V$;O@$IfMhcHP+AC^=vo=~^MJin>0HBZG5Z~aA1AyGnoJkL<6VLURi zyfeF$w#;EWjwA3w&OrI~rL9h_yP9w{qMiddVt`#LZ!R{J?KxSUVZv4;1jDN))>x0{ zOqyY_rpHi0xyPkU$cVpOq?OXt!_mD|{opEPgu-5h9@O`$-G7&nWglr4EXK>6{WToJ zyKbY$1^^k3xy^-#(KTFpJ|fvd<($i+}8|35N={orq-%Z$)9+nQ4}V??I4 zb5{GPjSmEjkXQ*`|5EY~Fq)PBNKhN^Q7NYF{ttlsDgD3-aSu7%{V~tCm%uKt;f|{} zkzWjT#0bG5%Q$g#QsISUzZp|LyHIpLn7+S2Pp*E~>v*-lR_Dck9@FcHN8$I!ld(_s zZ>%W!={MD=u7Th;(dbkcdFy@K>_X~+NE{JQ%jFNSzetCy5`&+ger{Jhuq=yfHuw(u z4I6v6ZM2+Bsen}@)hO`@mo)i~{|0VBdM@1ywA!0>f{D-cFI5u%0TAx1na8bl$N#;I z<^0ESla%Ax%A4IYETo4mb;d7mMb@hE1vXDt42X6j#=`UM#ig9ZYhWZdsTTbbSu07k zif^p*kE5gOsm)tRt8cOW!`Dao;2-CS-Vd!|{9W!~Prt6?h^w{G}Hm!Ly8NAYI{4vhNOE6Bwv>N_@ouvAOF0n&bc0cgC5dG27 z^(w7Rwrbvkcf(}|_=CEs^hxggd+SPhyq)5MqG#kkD6GZ9i$46<*6#oOuP=>n;jx@d?s1** zKkG<{yRW(D&~V(0yDMF;;p6$Ac9Xot-gCn}x24EQm`E1?v;oku=8~hsX&1ng6UtUK zN?f;@&=i({`p=I4Am*id4(~ZV3gw(qoV?`b=RJES%FN=@3)mHt3;HSF?32zG08R#- zP^S7b-f`}${%03%z5rvz5%HY}l3mIFCI1KbGfJFCM7I7zl^UgbqDq?kzWehFdZ&dy zBvZWExlqLBdW#S3|74qqSQ?l%y5Q8O$((_#6>2pfWs8XVTsoG$3RZ`D6V0CGFz@^W z#PMXE0VCx90roN<&q(F}bViKC;;xS?u@P_n0XY3`tUFKe=-F5tRmuGRH2h3y&HwMX zHTqwcmGxGLEwoktL*9|Nr*hRY9)cF?Il({2F>^u~!p>53?^B!p4ZXlMLkP5HE2*hJdfiAOo}oi%b^ zz9Ou|s^y$Png79*O7vs?3e`jl`~|Jfr)dP+Byk-D^OgDJ6#^{n{ybJ)`|bInvT}FT z58v9qtH9ZMN+@MvU;IJeKRZ94;V46Ir~`0Lq4>Wz=>L;pi2V{(agEBFnH{rS>-s{3 z*ZGS0UkZP9eU`%v!r=f!m+FTlP?U8Bo@hUXs@!d;iT`&j|91vFzX|Aj&tJe#P3W&p z?v3P}ii*K5CM?xfar*lEzr*H#55V%5&}ETJd-kloL?zb3$)>Nye$}>O|ARMbKh3BM z!JaUzL)~?8URPHMBNJObJ+}S+-|YLphv-x=jeDu$KR{>;p~&Auzmu=S;{O%H|DVN> z3v6po|EY8ldi*6&Z}>l(nVYik58(FmS{ZO_P_xXf)TR8D^KZ3(E`y>hL}4O5KiU=R zq~JgQQBFv!amTjiy-M|hhfu(>(SKzY)cqo8vE32 zj3%Xrz<7xR8^mR>s0VOj!#}%c*SPOq&k)kVK`>*lGs-rr-q)RP|K|^#y|{_!flO)r zT7Z^YvOG{-y?JJh;%{4UA$w~0qLUpm3lV5|)URs&_CIWItNA|wkH=1ibkKDgkZOd> z!OY=kOsCD;Gn#>Djg|d+ZmC=J)^>OKKPR;<9LG0w!AV4TYb;rec?^%$r+MX4fAl^K zR`GQ0BVhB~VCE)xdcyC&PRvf!=sy67A-Mj}VZBoVMap_=L^uIuGYB-M31K41YjP|P zeUe=%5PUL4+p)mbrC4QeSuisgDlr4V RV>U9Te=C@D3jH_xe*k` interface in order to perform a quick and efficient matching by using the :flann:`FLANN<>` ( *Fast Approximate Nearest Neighbor Search Library* ) + + +Theory +====== + +Code +==== + +This tutorial code's is shown lines below. You can also download it from `here `_ + +.. code-block:: cpp + + #include + #include + #include "opencv2/core/core.hpp" + #include "opencv2/features2d/features2d.hpp" + #include "opencv2/highgui/highgui.hpp" + + using namespace cv; + + void readme(); + + /** @function main */ + int main( int argc, char** argv ) + { + if( argc != 3 ) + { readme(); return -1; } + + Mat img_1 = imread( argv[1], CV_LOAD_IMAGE_GRAYSCALE ); + Mat img_2 = imread( argv[2], CV_LOAD_IMAGE_GRAYSCALE ); + + if( !img_1.data || !img_2.data ) + { std::cout<< " --(!) Error reading images " << std::endl; return -1; } + + //-- Step 1: Detect the keypoints using SURF Detector + int minHessian = 400; + + SurfFeatureDetector detector( minHessian ); + + std::vector keypoints_1, keypoints_2; + + detector.detect( img_1, keypoints_1 ); + detector.detect( img_2, keypoints_2 ); + + //-- Step 2: Calculate descriptors (feature vectors) + SurfDescriptorExtractor extractor; + + Mat descriptors_1, descriptors_2; + + extractor.compute( img_1, keypoints_1, descriptors_1 ); + extractor.compute( img_2, keypoints_2, descriptors_2 ); + + //-- Step 3: Matching descriptor vectors using FLANN matcher + FlannBasedMatcher matcher; + std::vector< DMatch > matches; + matcher.match( descriptors_1, descriptors_2, matches ); + + double max_dist = 0; double min_dist = 100; + + //-- Quick calculation of max and min distances between keypoints + for( int i = 0; i < descriptors_1.rows; i++ ) + { double dist = matches[i].distance; + if( dist < min_dist ) min_dist = dist; + if( dist > max_dist ) max_dist = dist; + } + + printf("-- Max dist : %f \n", max_dist ); + printf("-- Min dist : %f \n", min_dist ); + + //-- Draw only "good" matches (i.e. whose distance is less than 2*min_dist ) + //-- PS.- radiusMatch can also be used here. + std::vector< DMatch > good_matches; + + for( int i = 0; i < descriptors_1.rows; i++ ) + { if( matches[i].distance < 2*min_dist ) + { good_matches.push_back( matches[i]); } + } + + //-- Draw only "good" matches + Mat img_matches; + drawMatches( img_1, keypoints_1, img_2, keypoints_2, + good_matches, img_matches, Scalar::all(-1), Scalar::all(-1), + vector(), DrawMatchesFlags::NOT_DRAW_SINGLE_POINTS ); + + //-- Show detected matches + imshow( "Good Matches", img_matches ); + + for( int i = 0; i < good_matches.size(); i++ ) + { printf( "-- Good Match [%d] Keypoint 1: %d -- Keypoint 2: %d \n", i, good_matches[i].queryIdx, good_matches[i].trainIdx ); } + + waitKey(0); + + return 0; + } + + /** @function readme */ + void readme() + { std::cout << " Usage: ./SURF_FlannMatcher " << std::endl; } + +Explanation +============ + +Result +====== + +#. Here is the result of the feature detection applied to the first image: + + .. image:: images/Featur_FlannMatcher_Result.jpg + :align: center + :height: 250pt + +#. Additionally, we get as console output the keypoints filtered: + + .. image:: images/Feature_FlannMatcher_Keypoints_Result.jpg + :align: center + :height: 250pt + + + diff --git a/doc/tutorials/features2d/feature_flann_matcher/images/Featur_FlannMatcher_Result.jpg b/doc/tutorials/features2d/feature_flann_matcher/images/Featur_FlannMatcher_Result.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3f66fa0d164b4c489765c67a058eecd51f6847b GIT binary patch literal 80585 zcmeFYWl&r}(=Wcb1eXL|AS}TN7Hn~X>=N8H1PQ_2-GeV42=4AI?k>Syf_rfH%lq70 zf2q1(Zr!i%Y*p8(oio4bJ~PwP)7|qj|FQARr+jBBCOrqrUQshJf)}gA72yN2MX)KqGuFru2=-&M$`e z9jCHtR@Edrt$1AL#9I)ThM~QGY(mW`9XF4Jii1;p_S8DbCpDvh>aOmy5A>fMgK{<` zjRSerooh{UH(&c9edXZ)&&6xM$cQMfRbYGs00JTc1{yK~0y-knfANWch>wI!KuE*E zsT7k%B=*hDZ{qZQRp&a&87-H%VQhBwB(c4+|HjKA01FA>RaPW?fC#{B-!!+mt$I4{ z?bZT%Ezcd^I$=j34V@U1G6Hp@zkO-CF?J;~s@48Z+IMbsy#&@PWX>U8Ci-u3H}BNh z2mpd<8jI$T2}fs~vPd3L&ci7Qh8wkPjRh@hR^d>O3ns|b7G%IBHT^IjCMx9-avVPeJE|3k1)q^k&)!!WRlSLdjnJ*o2-O5`Ye)c9D z3Ui<6;g2{GxArt*bYyT1NU3E>!sd<&<&JDtE9Aw1Ch*rILYSOFNe^0Op|crIjMLY* zi_N(o%HJ_q4T?^l?G(R9Dz-CMqQ}mv$IHWytH&drUi>h7lAd%OuTuW;!m6FU=oz2C zAGkXjU`I`$;R_xtF?-@SsryuB36JDlnVEQt)o`Zg*0m2ERgI6Y_=%iaLZh{c91~_9 zRA8Wed@rE)TcKE&KEwASX;n_!&q=-@v<*;>5CG?h*@S*i{_Wc1@cHli7XY|*X1pPm z^Bv6dPz1eXH^WQQJ*qp8?c#SMn9|vIr^0=K{{;Y54k%nPF%7Q{NP`2gPEu5yCz_;q za^SsBVF#$=jkvY>u?e;is3KGq_Ejak6All=6#N3Knq{`|nu@Vl_puSaH) zK(&jpw&?%R1jnN977FHms9Z|F%|((C-%HJ$@vd0ywPqa6PUT3 z9M_}y&&=5S4?Pf?t>}xY^X9I7_rFDFMfq>=|IJ7L@6Ynzv*o|k>;L5=}Zv!5;h zTQ^)i&wJgzHW(o+5O7$^D#(Zd(e5K(e@r_S?c=mpqsyDk)1^Ru0fdSC$Sx@%F#9dh zWEL9v-6OXlv~dWU$4&&)q;BBE#V^0MczC;eJ4F+eLk*(@`19j=L<%@^Cl zw|pQWq#wc4MW0bvn*CDo>xJ)IHXYwgNDM!Er~Qg}0mL=7p*574!x=+E-u?RB)gb)^ z`yMU3_*);lI^KdtdpMOE2eYPGU16ELa2~@}VLX9C^iav4_RhnsU35s*vgivy2Aly; z$T_v%vyHxs-EJRkX!4P>3yE7_x0XyYGSQqr!w*&c(@^xpJbCZfq0MrGrraI2q3Z$* zs#V*JVi&u@Pk~ejd`&CXlI5g_>xgYgNCd%SE7H1%pivLTscK6vfDfY~qV#JzQ7?cO zK#Zez%7jRO&1Zf(9&qUC^Iq#s@yPsQ_6b9=u_1&r8I*3)*=jVo@kE!g8+K)p5%Bf1 z?w^z`+=RiCR&C}}n>`o<(ZaDH-zx9BD4)fv>G|fN^aON@`!BXWQ4E(2ukv{Iqdl%w zsAqK6X9EqV9Q(k>*3V7y6`lRroNYvl<*pYE&G-9;CoG}1c77j(ai0uILv8yRS#Y<* zt_U*%GCuFmYqQb601BILN@5;??hJh>#hYVET_3#;G@D2ClW|2>znDI*Wex{Lka9eF zYgT+IId$L5p?@3hCoF>AdVl!!PViE*^abF+_D%o&#>rt`c+1$n;?Mrv{{FLGU=nib z{TI&{K&qU(+zX&{H3tg^z1}gF_j#`o0(=Atd^$G2#C?y_sd?YaqPH6@8+!%r#<3lTuMp@%r?Ilz*xqNuEN^I#EvNL*SHtJN&9JDc%c#}-aIr))6jO+YYI6Q@t;FtYz~3ay zB}IMdQr;U2HE&#P3qYiV^9Fs!8z1{bwj!_p`CiV{H!n7kT@-D3Z(L`~YbVJ8n}L4I zXFo{VBNgkG^C!ox3_@(Q%P`F*_~rap+334Y>HMz$bX587Rnr@`v#rv8Wm^)}g?|C_BNY)>_v;X(Sv|>X(B2BS#zk7s!53Zt zPmG3pU;h`TkifhDYNguyHQ+Hfrn~HYhF+t@3xM)RxoQ~3 zK0A6hy>{|HAKW#>n$l=%Tx%%n2W@@U%bE8?)GuzOdVG#_Ux&cqYeDC|vCnA1)x`d| zcQVyQ(Uap^TVNeb9l7~^NPNQ6&_-LZQznR5TP^C0;W>V?chE~1cgo1yNu)elA>eX; zHBI5LJj#*3Tp6bHcDd@2)acR=(#H7d%)yVRaJBDp_EflKvUg=M8GkA`kG*CL!X<^??{k@D zLpVl9XD^Fx`+xrDn|MXYutyjPqND)-Bf6+nyr6U0^Z92kdn)pmiUOO9HO=7 z?mqkQDb3bBD^ZOS%~p$T!!5*}PcQPq)9(9T07JB^(weJxpC9&%1oxCE&URBY8|TU_ zNDuKJ*R_+eko+GEZtcP>(F}2T&T>`klhHN8>}21`1e5{gsb2sL>f+;Wtit!-qgtz? zy%-^@w7^Bp#_muNK955|$QkfnifiQPs4TXu5|9_3VC)+9haPga*i-=Iu5x}e;xFb@ zDb|T1VWgeR5!@&7b&P13Z^LLU@^|$!a;_9|aTB&my((Q*tHg$rWLHZR<>L`O((~=+ikly=MUqs>h<)C%Ui8U-6R;yHY z=7l#h5akx>fUsiSFn6eo&)wR0G5-wsION_$6@4|4URpwq*31jfxZm*^%DL-mqJ_h9 zo&C0?Hh!t%z6bXTYunS%(l#jfE}eedDOu5}2TCL#%saV~3Np|m^&bN7PvW!aENB>H z20=$*;d&LZ%Sk`&LDD8dF*8j{eVn)!Xm&6juqC76ZuO=COjne8E#kcN>gV15&9u8< z=7#^Y0_hk~K}5jCl1>f<Xd?*;OB4`?!;7{1C)&iLojkcbDf~yr2CG^)YTO zDD^(%(cE*9oo9#9@Ze$XFl5}s+w5y`<52hqX32eyzuzjwU6;jV2DdoPhsAk_-|cHb z<&%HT-D&MX`hCS`?on9uhz_-1$1r*qQ((4zi1w~4MU=ANM-P*aLTgLtbzwZp*l)vi z!-?+Ay4K5r{}a`#Dyl$uyht-g;D# zzHMARICxSG7QOHvzD}OJXOxx~zy#L|U?%Cl1a;Vz;^@Dg=kALSfnHA=5iV&(h6j*C zxtYZH!`ZecnGyeNLuYh#XpCm!uE%tW15?ek;Uc4W$hb za9oOJ(`TUZxl_$!mewKpI@6{+8dr+35h!4+K_&3J8r`g6;29}SR;ue61O4S>@7Rx; zmBhfZx36|euyPjVXZ+2fYRfrWQJ$g&!FG#^E49f$y8OvSyDk`Dsi_h^SwK*S2lbX? z(UX0A(4j8jby_xKtZts|jzW?BJ-}C}dL;d4I zaikLR0%(2(9ztE|xF}P|VA5;5G{+RCzMak*7ZY^5g>JaqORbu)%E}_+3+VG(ukqg(Az2&!`dcr%<(cguTBkJ8 z-7@Iy>fmstY?^(>eC9xpOTE{>pq)%Vb5QCIJ@ry07!To^*C& z(b^f!df~lV)K=OF=|-^3jennF0-PG7bkn4l%ijc64V^eWdwf0K*HXXxl${g@pGF^f zHw16dlUn7^xN(ZXkwNpnaYBx~F}kdS&Q`Tr^!hdIiUz6Q34&M4`}=>q0FEufVRY#l z55LaWB7Dxx21>~`YT`!yS_io7p7C_yXXYHQnz)=Ph#NnAYeR4$`uQMLJ!?2k+}(Vd zmz66M^p}$R%bZf^%SxawSSd!kQv) z@K@f>TkL9S>gE8kISG2iKLd835)>2sOvD2KdRC<D4Zc`$Gc(fHhVbfK&}n>KjwLSuFExQC$+;rCvzf(2 zqe8lgz2CVonR)&#uj$CY30LlX4HM@7QYk)v-Lv;!*R_~O{+(8vK@~9fd|%6=-?y`A zzS>9Feqx>-J=s^{K*O>y;}`d!XVm_!&P%rhDk1g!YyTVqg z1kTw~S4ms@XFY`GLOPUTEn1^_NAEbb)_Q#lvl}W_rAC@RkmSNVlWuQ_A=wWAw6B#vxAhV^i_pegD0s5{V}7 zdG#QoLJWCJX^wLXg(yhls=UOKSAOI3vHvu4i)qcUoXYI7IXFWhA_1;GFD>5s$5 zzZZT#0$q+9sczH|P4nvYsXyh(=0?dh5WWDCR3gdUpJMhK>I1M9hqsN2+3aGvsxuP& z(zUi%#S&y%wl;=_S~ZZL<1x3kN;<}F01xzVvwxc*r1^iu+~Asid}4!OEE~~Za?J>fl>*YvbhSQm4&Uwn#$TG@0e>FK!FMR^FfpM+9khYz zmkc(tDz;JoZn9|04#`b$gYft$tlSVFihSUJgX=KS7Hmlts?5IUYU%6eB^2xm!0kdC z&>*Ykd5DpO{FnoJHBLn~7ZGK}`vP#{PHIo&$sCeeTXQH2=Br2hwy7y5sN+}XDDOhU zP0B#Rx8yz!ISA6uCt7I#-X|N#))pfz!dAc zf-`2c9*?5g`S^Q@WZJDTlu!sgz<#l&OJ?PL6AjpfY&F0rvXBpXTPJ!>yNKG-xqO>) zez4pEjT|6}$ebvQ8!PpCHdY5*sSqG^EM~B|y>iYs zpf%fRNA@S6D$6MH({`h#S;fiBKS;SnF;gQh(I?b%U7gW}7DKc9|Kc-UO zBQ~G|AEzDsn$Z5Kb?kSO%*LHRY@H{<0D`%Ogi_F2Kc+OU3r`pRfktdlnsmmq(o=`w z_|fwBF_BLpP@!mzgLlfL=O;s+nSSS>**Yk)B_;Gc#rO?`;yeVHJ#pjNr&8RE?+u$K zu~5vZ(P9h`XHS9|Xtx=Vj^6ukj~@ls)^Z;$Zh&2heY(=G2Y0wu<(kYgXVdF*NQA@{ z5+9yZ>}BR{BF;1S1~F_Ij!_S;HPS&qxNgW@5>Wf%P)Q`e;xH#$DBsb)9BFE)XxrzVt|(7_ z+$k|f15@e?s$%%^(W-X(XZ(f-=5J%*anleqYmeFarKBV#K^}@KQPNXkB2rqgUyLTm z9|y;R9@#3U4sdLDlIiO>##{{lY~a_V>#*pmD4cEn8&zz&ar4A6FZPXjx2~XpxBYX+)W+nGHGjK`skbN+2`U5s|7D%+2<0rxX~xfo4;a zUnKJPwA+lfp`m>`?2Rmdp6NQQvv181PVL@tR;G&4xAZ-L92e_Iy2Pt_4|G1Sj+=lQ z=tA}5^tJAI;8P>%@t+@Jqdn=W=pP{?s?qnI*JR8dKR3S7-hM3)>yH-Ekpk}5pX$iF zL-vtR7QCw3@8&GVi%7^%RB_iD7UbLZNjooRr=FK)_K*vx?q{2v#X}d(XAGF-hp50M zz#9S)IYDMY>D#`PE51L;qBu5{A`b%vYFKfrtx!_vPl~(E#!rirGPBs67!8F721Of{X+j9!+`H0zCzaB&9#WQA<7;I)3Yo$GOVF zBpzWn(Q*;$Vv!S%mp$Qe)PF@MgF%cQdNxhT0Phi95UW%cu0#QDyCs?|#bcBGHSo@hEoYhhD zj`aD_sGUl{FU-3(l+57-t;ex2j|qnY3u_k;vBfN+#tEH+O#_|ZRO=0O-6lunZCYPM zxL|t!F2E-zbE0M%;^<)LY|d7@=h*<|GvI!Vb}bm?_e5!K*9* zJ-HD89HdN}`h!f@=z>kwInd9avZ0_L21HePd3&L@`yWkvJ}derK{UPoYin9G5|#xd zy9cL5t=T%*Up&ecQR>p^Sf{g?=P4qNhCRtV;GgRS6b~_EkA?-IN(yf|Qh|?1sireS z0b{()?rWVt!07P023IQRLkkgCimAkurr5V4h2Ur&|3R^9wWs3R$R>wxSbwbIbFXt6 z;!7g@0*{szVv2XJvh{=2;reDMIO|mnXf4)mE)RtSX0p~rNtCGM3{k_yoiI32`skg! zLwn6oUJZ9tRRUJ!Q|Cu^DWYYy(=xM@LG|Yjm-0moO{g^i>y74mQN%MV(*TAm!iWpf z2IGp$-N~Rig=vb!7!b&Fo*5asoCfbjW*W;~FJnVhww_Fc53Rrs((NXR4u%Has6W8ix!Q#t7mAd7;Y9W8Fs+CM ztt~#gxTufVProvA|BWz;?YhSM$8-;GmGm#jPhgoKCNxlB%BvDb4lGEoLRfTh`agc8 zZrV`=->iOmU$bxaj>oph+zJ7zp-$d`_G?41e#wC0{X5s9;LJbCoJPj z2P?|X{ue;Go<#1RVY91S2m7cO4Lqqg)@@U0v%4!_5A$eZ1RyWt^a4245M$FM?d3F| z$%7wBHiRehuH%q=K~r9QyZ&u0b6r`U{2)BJV~j;*qhr+h@9z`!*>c$UWO@wgj{cXQ z=d=|#oE!FhaWF9yCS@6Few7ox)`H)hyWRR2pH$-0z#qm z6eA1RypFfreB27dw^}cNXMS%6ZXOwAT?T zjk9WH4ui~Vs0OSLC!hxLgQBgB>4%!=NRbSg85J;)A0*KPvCcm5T_8~OZE zd2hyP9c?Ph2!x$^FUm(Vqc%|NNGTWI2iWoq9DgcF9$Z?{0o}ZMu@WLH3B|JQQM-jd z<#d;t{h-DQ(8I&nVNkY9L00_9h&Gf;J_;b8a@3`R%23gLM#w;v;Of$m)QHYzehoo%tT68>ofzuT7fI_Jq8 z@FUXKBUB3{&69cf1^GTo+CG1ZVllmioN6px%~@&Wh1L(w2)GjkX(rJ9MGmGwfQ!k< zhAOwIc;)7n7!b*jB7MR|1Me;}2$5Q4yxqoVgr!SNER#Y**gesYX*;IL^SJuG;XJ&o z-L@IqtRl|YWME}zwfvzDU7s$saHl%KUO&e&k)X#NndeNsri+)%$S-R~Id>#cq$+5` ztZLj2Po}w@AiSJ!!>Ll`PV{0sOjjwcVX-cvLvJF`bK6hMQ3s|IKv@anBNG)~hr0S+ zeXm`o-c00=R&x}Wwmr@?pB-lXG2EOg@qrV@Zr20{mODw&kRb4FF>UV){VkA$uA=lO zi;4^(KPAYY!uWxz6hI38612?kHJtmPh`=oLo5JV7u!{6SK6+BY;)y*P|8UAaF_J?% zI>x16=z}kSmLDv}acvwrz8)Q8#dT8l(jh^n&0x22s~+$nZAi#JZlfM0zsgb1J)VA7 zM85<)M2CN+lp!Cvw1xM+CFv`Qgo`PSIivnyXp7r+SI>>>vX8w8H0}6C`+OutN~%fU zmt<}lUa#@ig*KxiV?S4^??I8ph8)0dzO-k}V4)zJG^lK1;6sdobo8NEl^&Dwuan0Q z&F7GuGRsmx_MCQBgmq1i_aa(OI?L^e=va+;A7EaoO@{9*vk(24hhZf|@xH_j%xlDzm8of3;hm*CB-I+eKSFo)6YL_A#dG0pBr>aSJ&Dxc4 zmdIRs`@6`18v?D|G(DzDXl;e*pl)>`|oc9rS2ow7{;0b;nCfS|@|xabt(~ zae4*3HojX4dGZW+iN6(i-^vrj9Ewyl#XD?&+4c828f1(AnOJ(7KpDO*lt;MI5fH6C zvo4xuH4=i+?CEs&w>*lVzGDob->OU4oX{678vUeDTDG22Auk4V z3j2O~{0xp+rA3KuGxt>j;_~`!U2fqPooRKhL;qWzF7Z?_Y__|!HbaJE-p|!!@115L zvmr!VgGNtJ`AYchz^;v#Fvz^yLT-jUQ^eWg)?u7&ilMe% zZAnV*8Yf=fG_Xb&VWjrwT~~(|vV~i9ed;Xd>$!H;CSuQ}Lcuwyydi|*xR4Z=uWc9q zDOjEpU^~cNAR*O7vwx$hf$`a-WSgFmwiuKfVM|m1SX9cTyDgJ}(6MDPle^&IGGVL5 za)eE9He0G6(nwHS>CRNEX4}ReXS-oyV*p@Gm5(2YGQzH2PbH=`i>C`7Gq9rZ3qQ73 ztp!&&Ebc!|&<5^}(-puJ3Tk450{ntbsfQsqvwprz1gfqF$Q8*BC{3>#zG{hP<`n*2@cCwv}C>Zg+*#N#l6 zXpR=s*}0Svgkrc|tnM1$H9n~fQ4#|HIL#1qPJ>qwJTWQc8vIo<5V7@3%@VhDH@gmQ z;}`6-289CrA|FF{QyliGWVNIcKZ^U3IO9QB;b1o2N=Diq2eckVad)O^tI>u}Wm*l)A^p`+YhfFJJ+G&mIO$&t_T}D!zox!NuNVl2b5?|D7w@8$ikd zOG>qyW+8&3B8ncFf=qiG0!Xyy8!J^pr_Xs`!r**}e%j5Dqe7y8wlV|nGqL`%MWl}upn1`F^=}Ux8VhWe zGg}sEWh(t>U?N67Ot93DH& zFAoy;W?MJ1+b8fT*JF3oDkm29>3j!5UA00nbHG4n+yLZ8dAtUA$$a*7sNPj^T!!*J zp10Q@X8z(I0}{;@E?7&(s!Gb6lWieaFO@ea##U#FV;}=(F+D&O44dwb>Tc)4O_7I@ z0!|?GDv2{~72GmoXoS8ML`T+4Q-&6fcpK{xA0xVwz2=S_`p@&j@-ym^_}}jm6*T<_ z`l{L0uDX2)GJ^gJUaT%2k2Uo-sWyjHxr?$2!_@<@%XWYA5$A09Z%g}0JqeS~d~3AZ z=`2Q`u9FEbfIvb7QbZ!F_QWTYcV(g)P#0Tpvdup^dkmxufs<0S=c@_~G!hdkLkmTi z6#BBFxnEU(6mt=Yyj`mUhM;br=V5V8hlnJAtJ@#r4+6i&k`A3PA8|bn&-|UD1LME6 z=8}|<;Hwn~4O-1;<2S8Q;U?r!r1dcQs(O~meGH+$6h$0JiNZ}dR=LDR#LWRn!^FYY z`W7Xj6t6xt3c?8du(`n9nDU=!Kac9Z8Ti4xn~)_133cW9VP2Pw5w?@0S_HABp1F~a zeP+gnb}K0;GH6}#e%p|V6*!}~N`&PPUYX-QX5(Ck-J?=Eeqps4Mu0uYEd|wL!|oF@ z?wLeJ>6Bq8vH|u?fWo`=q(wfYGt(pPneK!Lt5(D%!|KI;oZA8q4l49bl7Ey>(^IcL z4GMSxn8~+=$8Q9lbKHv@1i-H|f%L=5GmWiLuY%y{+~{eecfE8@)W+Wvh1t>3`eK@U z)O>N|5Xp;)wyS03av7mNe7Pc?i$lho>I}J%6Jcd@0}T~vQR{2qR<{BxStllDKZ*!? zQ?(6mo5R9;F*Z6z6ev9a$2bnoAkZE4uSl-%8-+ZdEt*RxeTR|zNW)35m!*s)`~Zgt zy@V^LmFF8BC(y}{=DJIF!?Fk>Ub7&x#Y@F-=LfyYPyN1?n5-g3Kn79B<6NMT?nVOn za=r!?@=zor@7%@(`bV zrL2rcq+`YC_H(U-Vd%$C7e)MX{=K|EqW#NN0Qj>UO{FU+Ft^YE#+T3;*A-hwK!ib5 zpkda_|8BiRE!)$$nZD4SIx=x`7css(OAN|vMGYdhAMzs^Mdk*S2DC{E?H_&K&f7a4 zjA{;GSN$3`90dz(LDk+oQGqCKFd*BsxowdWI0S+I*-HO9EzdN+ZbPH&BITUna~r{ zCr+`Txg@m7y=iPFZ?1_>vU2&*5cJvVLOGT5?%z4I=KK|TF<*d0V5clND2ImrC-bfW z;mJJNn?P%a2r7Xw7E6wyS_r*EG`(ao%f5i zUGYc<8UilMowc9ZL5#1xkjFTU=fymt`SzZb?`W{uB)dNBpk~-W9PMc_KM$!pn$qu+ z*AG-=E5aX^^e9T*fxwMy)mLlrSQHPi2*>=F8j=2VNV#-$SQ;4}QXXKr{TX4X+AhQN z}ek#PN6lxROKlt29SMnvu0-L|~I1ZTcWY#G2`ve|huOf##AMAlA8^f!WV} zcdHbUfxX8W1Gn|cu9RACYXb1?2)zK7MysNKJTGK+)g1PxnS~9E+NC`nB3o^4iqg=@ z(sn56(csW4oc*W(GiH>Ppb96p2cWCOUTyXpHs3!y+&nos0;J1}GCCbiS}oftKc9Pb z_}I*7h?4$o#dMb7KH@pR-jD)v<={Ra_^3&Lni*4+Xne~$hf3XlNe5*s8rasd`5Ax8 zXD>$Ak}k%-%uGzzZd4r1zvDo4bD=2b+K8*WoW>+@wEpwZP{jvBLdIPnaf86VHX)N$ z7})^{5TG0sKcS(T&VpiKN>QUj#WYcwj(lnw5@;k$In#Ex==W(>BXj9*Z2TDu7Eg3~ zwQc+Z1Th69u92;CIr;W&k%_##rU+whI=#aAY;MkU%{sIoL3Y|U%arxA<*=(!GAJwS zHErqvh09#pMq2Jbwk!-Z$ji?MUz(zb;-+C@P{|RjtmAu)C?jy=3nyDrz8`EAa<0AC zKEk47_$~z34)^0*vG{?|V=wdX3=c)^%$n@C3dgBJS39Qd#~=<+%baEgL6jh6Bakp= z6@JAt^~7$@`iXWeO~DMNYvF=m3BO4Rx9I1Jl>s?)nXB;Y5ntwq5Yx#?H338{>u-xN zI_FFAIMb?bd+rOV$-D$JA@#1D7&Iz5{`y0xjmMglTheNA-)WdC?1I8jx^>5l)K zk_V(CWj!ehhA@V5I|Gv8UVVjJBh!?Fu33brSzwi| zQKdc|eP})Tu^ov#6av{G2W`{FJyGpXnX6URvz2wTqPho;YG};(MFA=7`~IF_e&spJ zckISHx?qE`%CR`vk-^S&Hr9_(J{v#P;vB3deZ-9NBz~iM$Y@voC0nm}Xi7#^ny_c8 zI+gMpGi1RNJFyZ+l$pLO7w_+PD8U6A{7`ml(*jeTpR!+As+dyF*)A%~u%*aaDyEF> z_=~P@c0xYE@(@NJM=%olIXT%I%Y9ao)`UFA$(G30faq%r#)%YmiX0iUal458#f}$1 zx4zc2fP%b^lF;>6lfEqRFR^*GI6JafK@5TZc<$Rkt$!58WSjPrcC7#ObYiKC^{OrK z^*?*E*34%0T9zWk%$&g4Jqv{pCNrc`%-3_Q39Mdy4&=EXh~IOrOUu$t`t|5&0FF=) zB0D=fiRCrRVzRq%nL`<1DiNU6fPtd{oA&Zl5wzxExHs%qbx8Ux&%fcwU)#pDK&b0v zCYLW%x%O_$O=UE#?meMJ#Kl;*Wcu!VBr|AC&po*k6oF*k))qhVjtrR*l{_Shu$PU0 zCIJL%0la3Y^ncVWxO>O&Mwg4y;^z>qD&lJ-2#EwKUF7nQ%dHe`*mrPQS-~%AG$Mb> z*i8Pww9Y}H%KR{?NwGIp4E`89m-`qN(H6qk&yUuWf36CG6P#;#NUQYu<}^5 zgk<<=(fb&)y<*;>Nh=>(HI*9V(FYl)U95+pA9Ah!quE(V35+7jmhhCM?O^^@@<#4p zVL&4fOgy`+Vg|~FDB}S}#S|%o!DQj$@N62{xN)P1_@I~`L9WW@rRjV^*8Df=Db+uN z))p1pI-Oc@-ku6J#)aXyFvknYF><8Ap*mjbI*EEh%4)C*B_-0;rda7IjxR3Ln=E{l zwy{Blfv%=V<_WdALUaX2gSsE^Hs;N?vzVa?zHQJUH>6>&#_8$>2Q1%_{c+XZF%!DV z3T+7A&A1Bgf+1gl3NdF2gScvZQv`~!Rlr}K_sMOzOj_cw%&LJ~vZ^b`T>cNng;>Oy zWs)ehc~Gc00A#grgu`}kkT6XrtDUB>G5JVS-}P$y?5+g~pKZ1UoM~DrMysWGw9dsLiIlKk%h*AB#Wt z`^PP6hu}fZ7%7)7$RiY`ziX%0Et5BhqI{HoH2Nt%)HRhhUO^lEt+Q{&+>t@q9ULsx zF#vNpJycT)!j+8eNPQz@hzRu;!yG`H3sANW>Qb5br@Bck6VoPgD2F_#Ngkv0q{q2S zyhL4B4QhSAJzXx4ft9!A&ULuXOugv{I$!n$ABegvX0Lz*yVZZJxYnRxm>ta6d-cH* zoU9G9pj6eiI`e4t3tBjLWWa2t#|eXCN%Hw*fX;Gw;xRl8UE;t?dzYV zo5XwY$eHIBviS1fs^2%5=6Q_W1scu2M*PW^LWH^k>S8bmDGDFjuyGQ+>Ha zmxRFFmFQhR$F8rGe=ftz=t0Gde0LzS5xGfpQlKghHfWQdc%?SoLj$!nK9BU|Z$OPv zJGsUeMCQ*((IS}p-G0MBM{I%c8_nHY%m+zsBTUM4eeSD5We!T|5vzasYNidQ+;3R7 z>=;G8Q*5hB1VRH}H%?L0897B9qLz!R^So>9le58-H!pyuA0LY3`#%k?M~QC4gN!V9 z=XCWy_#w4PxJMnxW@OhI_49d2)Mk2%J~{3evav30GKwOe_u)l6j1{V)?5bZBJN0fu z`IYFCGuNcI$>R1)R3bRp>`9JN8DVZ%HgW5z(I)m2i|%R%+Os2$Es5khy>%2QbR-*~ zbO}$Jkt5~1^9(cPY-rRbrzR5)&2ms?WS_$@ElFQLKPl0hQfyL7$uIP)_NoaC#R5bk z7ShJHg+=BFw2h*111Tr0hYr=_J>Z}|W!1^VkXscv0uu$bRpoA6N<@{Nge@$8$*D0+ z#`0~VN*@4&dh?e$s@VL^R9fupeTS|Na$kY3du}f%2*;E*Je1zjgf@mhQ^REn{yX)< z7phHUe97jZe$L%OW2(vaK2CyHaa&<$jSN`%gKnhLK=#5H=c18=$X|siXZ<4fGPc9 zd4o!uTw5JsNQQ5q$m(z3hzp3Jk2TYqBPjQLjOA|A6T5|puV4;n^b@5x;#{r8G%NtqoDaZrWO)zW-2|D;E=wh+kj7WW$y|d&>+CXQ7 zE~u%rUPu7Hnc9h+R+wM4ONuqoHjXN{lxG9-48>+6>=5M9P?$j!NE9$=f1$EQvpWlu z2v4jikhxzl%`n!Jy25jf{EUeawzB@lwU_)VqPrj3zF(fr`);ov$A}~In^U%|c4$Q< z2uo5_bX_)&fr(*o4MOo5K`|sn2d6AaF@MEMk{RlULfk|qSwf#_H%{_|vD#@7fQ62PN!d0ZK0EGR^EI1@- zqpST))#UmtmVpe!aOSJ*5OaSxk(em-b_$i6GVy)wqI40!J1mnldY_l%AJRjKAMmMN z&YiIXDXg!9!e~aUdYzhiW_Jt4l80nWs29~%Y;{qPnYJ1Hz3%whMhA;% z_uwpZ01f#@&0`7_`|~UZ>0DEJn(J?#(LXs&G^>uKf5l1p5R;|Nk?1oqxKE02&Q;;K z1~W24Oypq+fI!HpNS?S|_&{;IKM46DOUC36gh}fKu)YDnO_}Dp`cPJlF}Rp1gweZJ zrTZZsRsge&oQr;MB3~>=u}$JM6eYs70`b!%b0WHAh2sqYSynj|vgS=&}M#@7UKn z1&-d6v!>}zEPi9Rj3sf@0RgJJYt5}Sn(10IoFR=2MStrWmkqxJ&s3|xrbQf`=FPo= z5LFh|F;GlN@7Smd+67Czz%=R3=^s;%He1F_512k7&Q=!i79#H+-xM9x1<4(fg*^zyKSk4^W?}ZfM5Bt$-=<@5O#C*s-SOGSC^XrJdDD3P}9iDpMfPwi*?F z{GeRoP*n4YBd@u~b6kzoY5P$@`ix z{mh5~lM^x9xW-ixO&5q5xc9Gd2*-da&*-1*W zZ{)I$Pi3x&9nfY5gb96?)@l(ZRZ(|+RGrooFc1@}=i~SNZzCZ8P zj6%7);5d34)6%!u7^|ezq{zFMFQ5QF4A)Og zuy+-WO#%s?LqXO59Gx|~cDT|%7e7k6|N5N3XvHK`r?ujy*G50R^yMUN2y@zb3qTPYqn>)%n9n`+{qJ^N zAy45O$an2w>OdYu_LD(N6FyMxKaVQWBm2(<--LfElSVVj6|!%ZC1kznH!h-%h`1mn ze$&=oxSJn@L_2oOyBnjJ`G7ujvU3jCf^0F=j|@4)%K}~(fgs5OAN`_fj4~_ z2pb2e$&h`}KUwWTw*|(x8#XAi@N^bbtmtOS%*62$0Hr}CLy>(r;7?cI^|yo^r|!LyP3qGd{(hq|$xmEV#d`s0mu7k8QgGTQSmQ`3 zc+pHwPcJvAOjrBg!j@O1HU2AzRh5=HhRY8=t-i3HGp>l+&ynE67=0YR`Ym zb?5qq<9jTwT#X?JjxcQ*7v&zgu$-Rt_@#lCt?+Foea*M>-SeQDJMizcj1Y~*+f`$f zh6aa4mk{rFS_eO=hNH5*yieFitQ5N4U@|I^@d0Zx?<=09Jwga}F<$_-^b^NTas`QP z8~IdXP&b!*Eh2)2Bkgin{0C$@5+;Zv5hGO>@-g#pQ~5fZ$+@xm7Gq!7?OVLk%o2JL ztxq)V2iO|Lf3dUrsl~knJ(0FgZ-Wf*aD!wnZKR|5F%~GHiGlQGbaH15F4xue3U1`a z+~W{CI-9l@{4PNSK}=Wg!Cn&9g)bmm#?QX;9Ryy#ie~crGQOBjrOP-W zm5SPIu~INm=B7);tXlfDJ25wFX7YY>XE7j?_{Z3W*oK#zZomM1yx86p(`dFdtD2K@ zWn%ihY2)j!o{B~EaHh-JXf9PL1%m{?}iP(o{m%eKps8dEnB(tok3e0 z{i{hWQb4=6=zTG>z@~Mag|%)dOFe>#jO-fr2RrMcpgz=^P zu!U*F4D8a_MYn;@TVD4LHzGEao z0=9(x)O8|fy9zh`nMa>YN>xGhW=D7!>#7_C-%u?F)FX-yUW|SG$`o-RGe^p2`^9Ab z5en6^j8FB8d$cs_%e%H_-@q$k&n;peO6tnaecg|lGxqwxMPCq-qiU^=nM*eyUa(mF zhzp8NuqjZu2{R#2i1c*R6QamZOjo0iPjl|SE=_=`_f4w{-cKO!`~sNFaKipINH?bx z6m-Me9e;Q6H#6zy2Z}nLSP#BcaDW)6`EfUbfogj!~X(-x03<7rD94*xkn(3Xm zR0Fug(MT-r7n6pzNEFAf13){JEWryG|yjmv5^O*TQ2hDlsrO> zB%3~;57D;s7JY28B@vP>*(9e(@5gl++EuWi=P%5Vap5Wbw{ZMXVAxP_H!(;+0hc6z zJ_u~HsDyDn&H_Jp^J!nZM8*}cj78Ld;ig|+)>`A3 z72C7dG;pI&quK??YLc36-6#{r#3GE9Cv^_}=BFscZ$S4z0l8{u5Y7)MI1vzrpjGt2 zWj3T9FpuV81JGRUwQxRHXMLkwD_XB|CDZjEv(a z>!hp%fwuIqvD`dpJERee0DV=t0PJfGjk#}+8rY0)+$b8g3P6s^htDJIrbkA@V^7+E zaYbya80$YpFuTi(9n=|&pq?$aH05AX7wCr{ly?3}rf8>$XFRh`)*Y{~h}-eF`iP*P zs1TinH(lm81{&nNI|v&O6Wl3tt3zxp*HjRMjwPs_fU3(=UCqvE>dKQH2Mwn^-afhn zmpQLbl&KE$QS6T7j|%NzwLf;bwGozGdyPQ_4GgVnJdly|kJK_w)ZC60IE0r_+Dfoi zzDe^wLcKB3Hj0a;E$v_C0I4oV;)#?629TkW;r{@vaXSN!%5%#!51L-Z2SjPdEz2<7 zxJYdtn7@^td1Wa)(3JRdCq4CF>hw2sx3L06tgcHk(;gJW9tE<-3cVde{9*vzA2&GL zzI8F_7fGp#l%Ze+7RE59$34$@^F8Eu^I+CpbV#tDv%26-oTlRF;?ELNzS7h=fxgc4GoLzp}G`sw!Pqpd=1whQ`{OPf9CLhdma zghSv*5>61I%#0C`PY}Tv$&uML?vK<;^xLeL?Nbs^RUI!Yf>BWj7(g6FTY<0#%z;o| zloN2h>Ts(n9)lhkDC3VMXd`igwWRNZzIVa(P-{9g%Wa|^$5F8I6Dk{W?bC}2O4L-4 zOAZadS=~G(TOJY!1d8Eww@gn2xTRqd8$yemJ%>MlzXRqD{3IUyCX1_E^mgsKwOW$& z^Jz+L@?26K;B_Q`N)?4KbGAu2_LC>Kvlhu~>ZVJ9KTJ!Iw~;b37Ka*IfJ%`14=@i2 zCm97hq=A$KEo?I>PCF$sWU_=7+>WI1lqh2v;oF13L(4tchH4vgu%ri)I_TV3ONiyf zIi&a>wyoVorrm@QC5M$6Ww0A`43@@nIDq*{-yU9h8H_4B%snnD;Wn`12c*JZC5|7K z(eF+-z}#cp6}7|#N>M58Y{Rr(Ko zGqwX#5TMvf9XLE+B+w#x1+`%AJV$+VBpryzr_#z?4#jn#g#pBZc^$irHA#l-btJkl zmHd<3XgXS_Cf_zRi7?r?!(r~ZP~@$BLf4E1DJdWlHqVF{J5`6S?P$Hp)fd5RmlhqZ zNJCetuezmO-Yz8>!m!_MIa*TEKte#~F;$oV?X`3+KB&yaT!+^kf=etZ)fU?)c{a5(YUjg3fIN><0D z!y(B0B}xg~fDU91?0!;tr=H__1zJ)le^^?YBbKp!wyo!pHr6`TgO;mjxv)1c4 zj--N?kmH+qB#+Zp+D>prGeNN1J5YHLFg&XVmh=KM;X#m22aRqBI}_}!0r5ETt+ELt zzJp|>l_faX<26F->0Xz6l&E{8Su_Zdf}`rCEvIpj&XY8D?&nHU98+rGN#al`03KxQKC?l2bYm0H^d+nj zg+7HzR!8|omHmW!szym39=hcgI$=bQ4ZMWMWekCjnvjw9R@puqc==EOjNp@#;aSRo zJB)K1RyhDWJMTg7+?oLFIb;p}R4ac`qka?IF<4dx4spMY1~M^@`q4*XM=IH1^4lPI zR)=n1RR<@IQYfrBjBGKz6@w_>X~Nw*ehex8;p)?qld2{Ac1P-`&XJ^BCEeM!N<={H zbR|iB$tVhFt!c_i7TSgsk&J>4`y7mhf5DkJ)B2$D;?%PbuXKu>Y74fawOvq#T!{U( z9Vbp9!x#^bd zHiK@s&3)N7VJrnW)2p95<)Yac0tJGCD&nzcCR_ZKbm%;T8H*!Z@I{Ao5k8w zPlUS&v1(y$WUTQr;_;MVaN%bI2bm(J3Ghz{;qJyN1$&aqTD{xMZ2@+=i+|#rx-$52 zEV;viq(v(QY5?G=3F0GRoMNYl82}T-=T(lO)b7C4($#6bD^7*UEV?xXt;21S>OfB$ zQV>U0qksxjaI6drLhxyo4^oMe;Aq0p~A zIaw`jJ9E;o=biwkTo)!8Q8?U`lB^#PkOp}HPnJfm%xN7%D^JTs+U~nj9f=|$Qk1&; z-D~-6D%dB9?4%yO$6WNo~=rT75xUpQ8O? zDMJ}DTVGT#H`oT!M?QI})q|#fk1es44%?*6C4d5AGYPaQ!{N3@d%H&-VuDJiY}a`m zA6qos5f;iEe)8LBK|&VGEbt)UfO1@v+PgzJNzUS*waO_z<6xpGlHVJ$Q_ochzmia>FILX>m<0 zO{cJcqLp=t;Z_L%gsTcUJb|EyX?W3QUG8xn4Me-W7%A(FTVvLng1ca4#@3RBoTPp+ zDj{Dq3NQ9;M2o~YjcOLAeksL4ervvkFuRe&${%GtT7gIkC|gR;2skA?Ns-$e)C$!P zH+pi~%2N;VZA5+5i36+Q^4>mu+$*>5`Z)FzHJ8 z+9^`vJ(S2u0bt<^P|m;_4YcA+qoA98ryG!&@+3ZoC3-@G$YMfQ#O4PP<8bl-cnk{j zoyJ$D-tO~v#H*yo#{J8XwFB-Vy%S(daWxi>VYgdTF>Mz~4fR&z1t1Sc2^~S*vI5BA zIOK9SuQzEMbo;amdl1@F?>ii+C29!{DF{lIkX3+G0)fXp=p;HO?|re)xz4dJ8WxLc zjK51#kd?F6Av^(TAxTkE(h^cZ&n{HER!y~DEf&kH24_Msn@zApd?o#mR__szFr_OF zCuO7)oPv8;;nCXB@Ri0C{V{jc7HP249^}oj3S5ZcFD1sFNKXBgq~roQ_u~cAq}A9h z5z(eJ?T+a0C*CTMsYz41dd3OP z-P5D)j$u5d2toZl#l`Cp}@auZe+= zOLZFs<8as~yM6uMG!0jsOCI-rZaiSWMGl;#occnE&p!Z8-l}?z!W~<(Zq6{TMP3;^ z1aN{#$EYW7ZfYznahPcfjUmw~vI|L2AQc0+&v(~b&D7`&1+a(Oe>iy@@-f_V_U3{| zD(?;hK8T4eMnf%<<87pct8tF}0gUc@swsBWPC9y(^QiRcvThId$puQt zLPvS>9rW*Gu+4BODq&&5ugV`F4tW#^9ZcCntd!#11z5p7^{9&K6@rx{A7_>-RUXQx zEbiQzlM+l+A!}0GbQ}bNRh;^bAc*{Vk0qQdC9t4)NJ;X^9o(omGkSj88>>@XU?^~` zjm8gtX?fNG_Lh~Ud}~+-fp|P1j33uXH8evWAqN;3!3Uj28ECq^Av^t)63dn8xvjFX z)~GzJJi$=~Sn?iz`eL}L*AiCiB^+2IeBzbct-gv`obhePIDkV$;DUDLnq4anKH=(; z0`hoAA?50zVYNi-mLG9~^9fe~PIyAqk+ysQ$vE<>-=R&qJBE-31c@F00QIV>b`+_$ z8-#gL+Eb8SaP^VWjwLp-4{1Ief%Y1>x)UXR9z$6q68wX|`PEQNR&jw*Zjq-uZ?eXE zGVUmtTDNU>ux)KVDX-^Wc0m%vV)TKk;&bXc=l0uX-;XxeI@}fS65Z&_U zcaqahrbCk(Qa8%CNKzAw@377=E2$hesla1)BmV&A)5EJ$hUAACx@K^ zr6(t}H`=qnGmvpzBJin{uQ?=reg6PmZV|S_+nNm$2M{AW3hDqOY}OEg$GGKP!T=qR zHlX5C265k6;K;${T|fu&aY07M6bYPcaPp>`i(oH3)b_OV^QODAXJSUw4K4xPX-&I` zk_e>h9FKplyIYPO!30nf0SonWtha?X%e#D<&Ak8!SSoFfNn4H5?y2L9Saq?FHi z0C!M4`;9MehmRtXTn7ZyuQ&@wKUD(Az>qw1P7IG4Z;8KmuACbiY&XYs0v=D!r1nn=&ft#kItN{Ie)N}>ZHTYh?W^&sAC{rWdWYLl zWF<~1Eujiqicm^YoyjEaTX&O=bT;gU3YN=-wUj9t9pHip_KF8K8AMs@u-%e~iA3Vu zsVP7%AfZJHPInw3K%9?mYEPkc%>5|K7Mr1dO@-8{$hkOnC?|)FDcqLHPsu&QDex(} z$lAAI8WS?!RL9hnN+tH*TZ>ywFy9agN#aIT!gJaxDaAAoOR~8ArgB>`<`kq$30l*@ zJ0aHjb%+4ucMRlEdPY0#E(B;+VAT0HFqN|VZVng0{IQRcfs^Xz%;KYZ?K2|WCh1#L z)g`NQNH;gs5Za|FZG|{XiU)xK3Q9m2&UfOf{{W)RX)B|P%C0_xBIBlIIAg1go&}A8 zD`zKcoyv2C05gNQ^r4Ar)(k||I&$qDVnl8Zw6t7iN&)PpY2ryrl6Z%R$qEMp0Yg|B zn`4n=xW#@P*HGzsyL*GL;6l*iGk}DY;H2eTSQtI~8!mJRb8Rv&cPI&mWPK`T7h3y) z(zU0uZzm>^76DPFo_{ow;iN077)eWo@Z(5aUg@$#5PYlvJWfPH~Ko zHs_kZTkGh$k(5}3c@47`M_UeTkm3vYPX`K{K>0_FNCe;mz7Hx0BdsV*M3}P{rAAiD zFO`-QHUub+(r``{f!(k>QqHlo);xfnU+xbfvmb^e@Hhv55?7y{jJY%Q>!*kxP=N=`t? z!3UpkJDeH`ou2Cs;inx~Td$t1`cl@AR?)#cB_MpD3C0H^PWd@(yy-UQ*wLtL>N9P8 zYT6gI*Zp6!o5N9+o_sBIEZjxwwu4Y%97dTNyo zPdMlU2}b0OUdoW*HN>~>H;lA*p2pLocmKq%~SStD)p=Rs@qWjffK*q7FZ zeId0p&?yN)S;5CX%CI+2F7dJ2&pG6FK4QGZZ~$zM%$GJ>O73ay?D!~bq2O{TEG@f^J++a(d#j%jO0&bC3hBf+ zK^*)jHV2s4*1-99_*XD;Gl7nExI1n!iUxgh@M}pr?y5=%2g!=U&T*o{Yj|% zK#UAj^P(u>?NVPOh(?UHpCWL9_L>WMN>Y?mM&#s>D^j98c+F#RMn+C~0YQ_`ksJ3= zNC))Rx$oGTIsQ&DKx4mgLGU=q@U02QcK!8`cICYQt+qMEYI$cP82vSpa;^5RWCCb3 zdk1kvYO;A_YAXg&zSD)ekp2xR#+uZ8`&yD|{{U!Izf;SKo4i&f=@nfS9SMDjt{A}# zl`SbaD_B}_wn$Hhl|_FB)RCpHq-V9Lr+-;e4S3R>yW1BXYjM;lA;u8X%1g;EBPnp9 zz=VymIKkz%#Dlt>kk30(8@h_7T1LY&i8=oOGVMb3?XD}j&*2AST4klSV~1BePdPM1 zAxDK>a$HYT4na6c;l~l%H8i?!Hqnj0ZYyv52Wk_o~)Q$|=S zB|J^GpxW?q2N);RF;az)3U|TC_hzaHmt{uRH`{zYW9Sp4TvnA@H5@#{os_2?OM?U) zVK@a_0C-MCTOsy@w8tt5bxoH7JNQ8WpLrEt%8{t`4c_l(k9yK~1hI~`!E?2hoE0bp ztzmf?01%>rJ3!+Y$VfEoxE2Wa*;gju+G4;=VDnMcmLmZfqrl!0oTL+k;Uhb2JFC0b zO;`J)%SMXQ($^n2M5p3B@|HY85S@pt)AS8FBUE&MbFen3cAJ9Px448bl2~E(nQbM! z9QFd)DeuNR@w{sDuliTf!Kio33|3La)v)6!Qkiu31Q1u<-Ldi*zyyqI9-C##ZJ`om zZnHcbc6Xae#`|P~eM5RsdO*~%uMuoLBG_U{hbi{Zi4H_@2yJA7f}r407&tsYq@Z@V zR0b)b?wqv@iLuuvExaw2D}*I##r!M7wM+-{Of;9Fk)h5RO5X#-j7e0zonLavBgR0KKUU5Z4ZL2WTXMe znVpljiSF+MdS9!qwzh4TD|_yD`Qmyzf*?+)4%0`+l^39^()kuoHN zB)WK-TQ8Rj00EK009H0g0ArS}pKP0PiEz}~b|iOOV6><=mYeD%0zpdR+yN~i!M*`f zRImE7Gfwu2cetpM)J2zFeGJF9^_P!MikAwOO2U?q`gl?Th*>k%DUaYNn{YGk9pCx@(KmH-;@}^m#gK z3PDSHKIWjL$@GDY#K+?@c=pF@JJoli#M^$E(g;ftpJS+m{CMh1iv{O03ftjGJZcIk zUlHL(0USemwyv<)XIH|75r$Z08eZz#Z8X?I5IExYQjjnQkoQ#yqO}t;w1tYtcQ2uF z5|u`pR*tO*!CD(yNbLYm1_=P9fK)MEIyyfGOv==6Lev+znnDvW5?YkD3S5-4A!R_M z08S2YP7c|?{O$|NgEy!;ZM4F+%7un zQeHHjo)z|Wo&-qNc#B_I8KgSug52$t=Yc3t7$X4SWLG|z+SIe`kncLjN<*^VMbU8* z^irM~af?N1Ckj?dREz>h*yjT{pie62d}l(%w>hRY5ri!;)S2mXjtZMGWALOBz$s{v z#84dhYEe0<4@L@4>~o_)p~6397fb>NwxZyXc!MATD&Pk(F_E!l_3AWRv+LJM-}0 zl|Egx{lSPX`eTS;wdb*p+DC!kYP$y#nkMx{+|?615ZmaG=n)u>xa<`KwsVl7pDlm_ znQ!*;+*rv&%2yHKAxRyTZTTbp%Jq&fKIy0Ab>6O|K@>c%Bi$A6oe7P+OdLsbL;S^s|u=O_SBfFB(mS6tv2R*$x)dq;Q;k%2|&k=In*;= zJgc?Uacy#=q7-Hmz)->#1B!DB9s?mG8~D_VQbm;-=^@8&cPER`R2XBd>;)x2lfnQ5 zoDP1@XB9rU))u`zZ<_+v`zx6tl$5j^0nqZ4Nm9;Ez!S0Zs?v>W_LC*n?RKE-$NdpS*+^p}u5FwpY6OFl4)k;^KlgPAor!)){{ZhUf?jqf zYC(9MxDb@{P^8U!2diO@9yQ<+cToTU0XZk@BAf{$o(}luP1lI?B*Y@$Er_y{kb@zj z<4Oty6sRPFjBk)~2p(d9YC~^>jv%0vD1+P-GCYs`4}~@;e|Ki@u#X!9+U+Q`MxP!& zZjz$Nm%x-08KpMZN=Cp15>I*0p2E1eb9tGMqsHg|0Bb=^@O9lZYG(0}xZF7W*sWbj zZDk4=P}tXKnE3G2gP-Ct{Z)6rGN!I8JQzy*L-f!mv}1+VkK{N=&w<>2np#jZDT&V!Oc&kz;Vq;Tzw=XyAJ zc~Mu z3&{IuJIYp5pVLXutarXtCn(WCXTY*@*r6v+o zaoJcuqJwBBI2fl!uzUXi;Y~2UNb&X4t2qD>iUldpf%aA%*mvTx4%^o^GIl-`32uO@ z+~(cj{dF392N(p@n&6z<-Wcv5XsFYPC0tyBcPBI&g(VTn)OH(V#M683spnMUv6IfX zebVO&N6ARQ6~_c(gC{)scZxk@Z#uy7KJV@AtoPvkR2`#8dL!ZZuC2FH3V4#DG6=$w zam^$g5OyHcv6B9%vc!!V-5IB(&5vwLk{rVG0EX}lJ+tt<}yvSR7f|0~Kj^_u*l>=CPyG7Z{WVh3Fx5Ad@TWNT0 z*Av8!B;;oYf47}Ux;NJMUXL!zmuoLv?9TOSxyDLW)Q1)_cocR@)AB-(%HhEW0Mjm# zRhgS*(k0p>@~60vLu!097L*jJI8ja$f)=HysCGaA9GoW9v2Ip0Ib&Pvb~oar6fH^X z8pvM)7s90k5)@U!2?vND8V^(I>(ni2(Suk0H9Wfkxe0b!LxCznKp{zSC+4W2k-5Og z?x_8*qef&yT=@!p0JP$Igf^usIO8NMd?%hW-+|yNi_n^?^U?LytNxjmnQ>N>H*<=z zQp?1tTrH45C43`@6oON}axG~L4I1sz~AptCE0u)g-zoE!tcEtQgU zK*iCSZrGOv?jv&ITmJxR#+>itR>Ba3geQc2p@Fd(#yf>Jv!mo%6Mxluk}am<{C*Uv z+mxc9RFsd9q=HXb#!~)r7+TLWfRU4&<2C0U zYj=r$y-IT575Fxg_>i!ZlH-6Bmk96MApnEIpAC|b6RuVqVJ(o+#@TPn zKaxG3eOi?I)2Zdam)1FrszjWMhSDBZMrEUjF*)sBcziQ5Pj#1_LLC zA`56j-g^fQ9u%aMrzh$>%4)rnbhyd5x}ha*rSvIEj~)IXPjM(n;_mr47{J_`30t># z@p`tLc}|VnWlPT*Mluplx+J8f|d1P{l=$OXNQR)8_Kd%Ot+*O=5KkfFK$>F-3tN$aQ$qz~{Fyz*lI{K77nul9 zT6i37!Is@e%~0sBU-*GaZSX^AOu>uL&8 z;!25j7(B@N?fLT^{nQrjaC3|b!8_xatz*2*hFg9+sCB0j7Tbtd5>yDtAdX`dx_iY1 zf6~;Y88Kpy$Y8AP-lcw_Ra1wFLq#nQVnO>!s2X=!K6D*gPW-u5 zqtMJyn70|E9woSjLGS=%{bs93$OL#*%h8N+A4Wu12nIo0$ImL;>H>mJcF7p^R=u9; z6h&i;ZbE}`{e@uXmf-l-oL&A^f=4b?87F@u<>x>nmIZ2Y&pGklfJXVwXf`?D>+-H@ z&iidyQNYeIS{{6;HCf*Vio&_kSTc?FoGsL+@NwHoUcdgKo`3t4>965HUZ=Dy!-$vN zb-ukyZN9cjQsPQOWlboRpn#)=BM8ptY&HH4f8dSh2Os-EJNnvsxVb4>^e$@`;}{gj zW6)yDLuvUd3vt9Nt8oO9oD}vk&ji-$c0)YvNp6`p3qd*l`&sAz08s5h^(D&nZ`4gq zl_KL|YGcf@Bckg7wRhPJyF)o(zpD9V zb|mG!#D~SrB~mz6=uzR20V?4c2||<01Bg_iCBIu7xiE!Bxl6XqXp+pf0#s9yGLem)+wqmU_nFS;e(a9OgcTZT5ayyO#_0kro zyJ{)YZ92)zJa~$2hGLt0av619SX!38EGvFAj>?D0^R6+k8u|>WEKk$0H48CRl)EC) zC#ZOWkf5%i@&|e3;pBZ(4R%Yr7RIl3YYnnpmgyeG+pyqX5WY7S-&$5e!oMH#fht0k zx!$1~2VX{qDZNpuHPMqH#1h4-5?o723K+|&LrPNAJF;*&y3bI=lEsSOB@QhLN?(js zB~5MehgQ%?$MAs_X6kQ?u8plM&T~v!8k+vm+C)INTvz~{73EkPZgJgJ;pxj%OqA<( zojkW&Z<|ryJZK%+4YZ)0hkp?D&`z}Ev`W=_KI{leZ(33CQj~C|N^RKgCvNNqT-(>- zPggslubOJ?G^B}(n9)-SEVtCHPA6q0wY;7JbC4CfayKKo9>%gps?)lEST=<=yA}P0 z=OxmfHqiPN8EGV7C=R`~g#et7$pjjcT`!R|t)yEn?~7U*$|Fp06vuS{^6PQJhcI!% zq6r|8p6Hph22C>+o2A<89gDNmU2T?JFR_wpH$YA-VYZVoI(lW&mfV2Ih^d>A5mK3E!&-(nRaY8m97(ObqaB3 z0O25#u2~~&V3SNY`PLmneE4D_ow_pAMMrTq%aWL#4Z>1F(ZaN#jgC^H4ttf725G^; zu5+d>JY!c_vo%>R4Rf8FY2zBFoLW!mk2(ghurVu!d;b6g&x+qxaHo(=Vx=gn1Bh^^ zZv3AO>RylR7PhqIp&pHIy7le#QzkyARLeynAt*;zg(Q)`5d@94139;B#b~(neC)+K zsVOeSaJ=GNbBR$Dr3EN#NiA=K%vB&X&Y`u-x!Z9Ds-6iZ&80K_p_+Q%5eAS&hnqc*;6`{IO<$i2~ax{0mf?M zuuJ$l!_iDvR1oy5P0mYb1Le4|(y#{G@GZ~%Dk`OPcXL5fnU`aGhdfL#jj(@+=6~;s zk@U5sUb{D;;n=1|Qgq}FrAr-fKcMXc{YD5ziiaTS%rI5HlH0|cTtz%-qp@* z_{F~Dde&98%ca)Mw%j4`H-tAC^(TaLC0-{ZdX8zkboZQ9>gtDXHwmANVka0118k&c zVSsn1`|X0^9@?bbZPO$5r~s|NRFHg?%O0anT1_(DwlQ&-wN^hX1M5ko7hP517+W0TS$mpYeN zZKaeXmfR&n&zd>&$Fi;sPphsl?h_`!^k{J)yXXo^*)A?Z!c^emBjhJ#aFL$!cFsD$ z$#F5NnrZIh=LaUl#ja?GwD|HTa^&>6C8+6eNKy-(M2B#cqzoK_GDklC?WuH&j90kR zCNpk2-^p6RLxX$+#65>&%eYb)_o&mJThU%h<4TMkTP=jGOsxE*sP}G0*zWVFey7xL zG}*SrL3T#~Pa1GIa+HEs;hbavRZLffRkli;OggBlXs#_VP0|-gZrk5_)f#lC)ULwa zZ9z+lk}@!*gOzirE|#!b-Ij^6C$34Cy8-6HTqK>;a(6uWQY)>Y_t*oBy8G^MIO2A~ zi6E=gIn|4#ZT7PBPt8Lv^*}KRlqJNK4lpu8hY34->U6i>i}d;GuG|tWFj|fzLvl%V z=pZ1zQNkoBqbX8HB6;%UMh#3LGRBwEZ`|hP<;9K^Mt4~N1gF+cKDvqN<|4{wT4l$5 z3o31VPIE_R3P2;j3E#Ur*LkcWe8!Oc)vhd62g7f>#M|rK1d^Wtz7@WEwx(?rY@2!e z{{TYs1ruJ9jTIv8cvFttE)TX_LPqT*C={hW7{+R%iK`r^<7wJt5ar=%92pDBg9)Ku^&f~2I3@hAk0kO4lR zL8{9eQ;XX#$@p=Y1;U3JxJZiN05+~8__XKclyIE)DR!8?v(e zRP(8tD`5{L1Hh~tcp7B4kNx-RQ=Uv7efzai+3bg7I?zsXlY>DH?Ih$R>_Ue0@|0yE zNgEtvG|!B7R5u*OJ6gzGRD-!eDd+vWjRxF1@~)U1AzAP7td#S{b3jS$Cx-{lfIDsg zJ64G&i0pA)04IFb4g!WKIh>Vp#U-48SWN zQ6wI*Ljz;uTnb3oZ$YLxng9op+Ow1Md%4yYd$1@rYaC}A*Gb9Zx4JlY3CONU*o}_I zed$8?VR#1xI6KfKx16Ouu5|9lAx)KJ_fdBhhAR_JU2MxJbua>LfmmJwv{QxY?O{>rZ8bchhplQ;c;&a zy!Ryq0rEiZ6cO8xQo)Xx&F}<)+EB?SJCou(s`KdiQ6=fdkrAl;5)yj+Bq%tnVB{bB zryzEC-*?HjA-Y4w2>Ev=$3<3#+SoRgmAcpqW%2^PB1W*eMrwn|-J6D~Ax z^mj5iPl}PBFj8=H;}%@Wb6FNiky6#o$ze|pGRt=tP7;?SFCg|Xr4k4PlC6|Ut7gTj z>>8<)2IqvVo+KoK3W&k%{{RSgr@RBqR&_3b(|4O9qB9SuUuo9nwsN4goSlj7CqI+i zIbwpHxj~(#FYetS+utxD%1T*W$m;4`QraYZtYl+|gW--@#dgw{i`JI8{>pTew+oQj z3!YtPt7Uvj-IXA0Q@9-Y?vuy|6wA2jtAgx0y{7{zj^a}%jY)0j+$(WN0RR;#*HFk) zgz*rNleYBDceVTtDanxEiui)I45kW}u^q#@60%a1uOt)MBm=fjG8aCh>0MnS+o4)4 z(BHP8r7O9#@`uX#po7|IV>!So$QT$Rqf!zk&2k(dzNwTRCjiNCk}yE;QQaU99|4-K z+>z;0ReQF+)H{o^l$1eh86ir}22NLzx{nA>{yS9HO5LK~?aGSURTk#Tf}LqgIa7nP z)(rbow=OJg-V@C!V_4!xqolCjQ2zi{td_;ou5LQ>qF$ z?F#}(h%Nf_UVP(pM} zNqTD=g#`jIPW(9?lSs7I zqtseTBdDDGhpoY3UWyb7m`at5rAo?BF_XZoj{+zWDmo*uu>~o7B$c|$P7lRrCyBB% zzaxr-YHd9l?%7;soAkA(tV+>|{3c zoH^l0Ly82eJ?Q}8@5?Yb(bLsGA~{01+{=w5mcyq#qnvgeNzOsW`0nNuoyt4WWVqb0 zvanAH@ji5})g&zoV~B!I!17S<{{Ygb8kX9{-zrIE2~tTziXl8iY!IxSm*#vbx|e)MRg&Zt$J~ge*-`4TU zhLOdNCAW-c%zml{g$@+~;wvKqB-Xt7=QWehVL%2(HK@Q!mUamoM3eQc@w82gvwUnRJurwwcn-a?EEO2h@^B*NO@o zSlkS|`|A9c7NPf5lO5!A*dF4T#{$h?}VUb#^ zd|-2}GJEzE8zgRb&$fbad^_t>zdFG=<=;WFj@~}H#!qk+jx3&gcTi5*C(CLKDE52t z=US3ZPBB7>A18kb)m`R*+lwNK)h8@n#Ml5_t6Qo4o7W^Dapr{vqMZOTfb zwKXFAa?-yRwRKG@J`WH}Vp&5ay@1S*Dn(P;1d2YpIbTl#QH17Df~lRfMY?NzZ=>semMM zIQ39Ux6V(U1#zkM#)p1wqH}j>=J^J5LAd3$qFYU=TrVYUkQRi5DP-{g1~W)?9p6^! z4wj{9Hs*^plG27{%6X=}CD+?f1t27(gz*rdNlCy@J-{=d5bfsiX`H1K2yxD-MIRVK6@56qb9yXrUO&O72dD4V6H2@{n)K!34(M#Om?`{@rrtX>s5`6|n%?YF6E^eE1va?+Hw71JZHQaH9Glr{+O z1HY9sYi${*v=i>BOp9HrUD86W?8ljrjmlNRli59A3U}XN4r_IJMs+bv#o{>5z8iIV z>R*eC7?Z9#>-p$zgQjJ@cZCeDE79JT%P*`t6T*co1(FqmvT}J+{{X^5=0C z5fU^=t+>*PLXPV^j^puz#+~{dRl`>6sPc2TnUdai0wUdA zVF-0>Eh}wA9N^#_U}rc39yI9mTYGJ(p=o~J9Z5>tYw@iQFa}l!e&cTKumwN(>^Y3= zJyZT!w@p{%$yf3CQT0<9v;JAPNZacOjrQeY)CpXBMyfWsYXBvg?UJ0HU9p4T+>=aD zdNI8sNtF7TyDeE)TOIDVKglPI59HE`+BKPXnDQD5cd1@dmKTzEPY~h*a5fyk<&OH2 z>6r33o@zs8FQdD$ZC#auKPa7t=*3kySw#on%gwe zLupjlsg6=G3i}F922SATJn8XTe$jDUd1<~R&S!-67bNwlUk>;x7*dn58T6_n4BZOcB@^h2DX5|*%#56qQWH#C13S4#Ylw<-pxU;v02&=I2{G$VH zGag#w-=kI+@_ANIy-dfK)gJv2u97betuiD#W4598St(42tKe-*?ozf&yf!)7qOlh1 zmtfgIdP9vRPOb2JZew(w{k;8K)RRKBj@(fw(*Ol~ji5 zr|gU>I$}eJ;@MXOls4j3*dygDa&wXO)|@ZpD8%|Ne+l-Tap`8v59P42zKh=7+im{< z)~#{rWpt#LZc$iqgr&Cn#VwSKsYNN~JHP~jYHen@MrI3WjW#oVV}UOaJ84ge2fMqv zpqD7jF|F+p(Z-cHi3>xR<17@UVC3L%;Y53lPVM@0)1yU|JU2C#maY>GK`zKrwjn`8 zaw9zX_g1PX!N;3KT6{gH{>yPH$uo1OSC_Q^0NE&TM26&sgohO+C7@80?4@J!KTnlL zwWgr>3KRWzR@VqB3BbyanD09PJnNn5qh!1^^A|}deJCq!Gn>kIR4@`0PId(6eY>iz z*Rx!|Ufpfkk&!J2g=onMS?O7BuMy;8a&r!nG%eg*XyB)HeW;ocGoYqaHFTiN&1T z@zwLkxke@xR8DPiY4KDubo48OXn9Z_W3Ev{YL2YsLnjcu?js#*wmy#~W|Xm-I2&=*rR0 zez=p5`sXVBBvri^>GP7Sa7vnWr+`yVp}>36b5Y%VtwPPZG>tyBp~R{7+{BjJ1g<-Y zYdvCuP8}#9bK5vH`1CmLxLoS`wfyuR6Ymt$cd<8eej4XD66qQ$oL8dGM-miPo)UHh zDMPzB#}OlZQ!|HFEO=?BzNIWxm*1%WSGqsi$Y|e`>icWC28W%7Z1rJi@d8F zVzyBJ?9cORIR5};bc0PpddRtGoZ{Bn(#uiSQc8nOg#?AGCnN#}cFr?_y($Y!ms^6{ zP*O{A_esb-m43SBtU9UJFqoK?L1`gfHtJ*I%7@n7O~@D zmRpkBgb)I-uU8}X&_9rKxcci<9^U!ojg4%s{f%m@Ms08u{70G1h95vNy$T+Tf zBm$w2T?aQtQWb;jr0egIt+pq|oul#?6bjM4Lbj&OK|DibwAzPUvA6I?jVqlo5aO3r!c~kQ zc$$XDb#J`4T-`+E=7WmPSI)DZ)fh-Ty_5`X-$AmDMrhwSNy@eW0pD3TBLEE4t4HbN z%Ct$n$|-RykP{dX97-|!sRz5j`DTE&+FQ3mZcN0wW~lM?Xxpn!1{3B@D8ERF#PiUV zmVQ!-kPu16`*~M696?Jgx?WE;6&>;V@lV|!StH1E_DOta`U}wUwZL`DJ;BR_H&BE=(`ZRk zt)*dIl1IuLjC*N$Pt5x?eIqz{9&4Y6(d zaee2M+8ht@Jkpw2C?IgS;p-Hll%ynZ91V>G+fQqCU!z9T^W!mZmjrcciNl88T1n$y zXyh+BIOaF!oYb>S$V#;gM?C=(kiaTiZYfRmX(I((ecRv<9OG?`dFEU4WXTd_JmHcE zJbxuXj#vYhKB~Sy2W??wy-$y)H78WX%_{37toBiHPy{3^d<7(OPB3|n@j+_pc)B*> zq}@%*KfplTw%vB z08*2TgRmS)AnY@oVuHQ1Jc!*PL$^zn)H?c-;7r*md_EA^N&-|qQnywLi6o4k;1_g@ z6&HyYNQ~RQ50@MvHuWiCqj7WPI-oJd!jxekj%ra9g6+}uqU&xC+bz){x)u2N(g}44 zT1f523t~#b7KcJM zZNdQ@S==iJBW=bFSQ=?Ioj0MyyHd%q$Fzm12$J-)mZgG83p_&rk=>OYx$>w^uA6F+ za&pI`#91r57>-+mM}?-GWx}!sHyBEApCte`0)o1~SZ{V@Dam%y%3IG`0X!-IU=lb% zNf{V8#>2}j^I|o0h~qC1pf*d2NlKN!$x!hd`>OfU*SYiGk)(B;5gL1p;u)2{TC5y| zukwb#_~SXMvtMZIwwkzlOVN|)?i>P0;qUC64qNPbgF#YXtq$8JDWK^!o6)X;4|O-)K^$;oE-W__x$s+q!@)lP01D~Rj)Wm?UvKfw zK?{iu!SZ|@aCe^s`%d*|oRUc%bQ>s=a#ft3W|;N!<~EO=ziHCj1JtFA{Xo;%!R7@) zdS{kc)6p0~-ES?@Gt4Ej2iCDcPOz@E)w|ram3z*AO)f#e#Ug~9CjbC3O0kk~4FtEM zxT03LisHUZMjesrI0zrs8o3ro0C;^>T67~9_Ql@dMnG+-={{tsO8XP_Rgg{(EdGiC zDg>PETV!L-v{Cg@#ovvM26^{Z7JREhuMTFhlfGy+LBQm5S$~W3@w^JX%*q_*)*bM&w&-2g! z0Cd%!ord*Ueh%k{NZmiv)A9M^R#Ds<-A>47oun5t{n)geoQGYXlAqYQ_rGM}zoqGQONZR7}GSwSSUE7BmLYnk+worxesDP!ot`rbP;Aa>k znWsG^(N@2Tz(Qwf?J}i<$0ZSyE^4#PaU7*T$s(@%J;95uvNggg)V3rbINo`T_YvGd z*!ha7uKh4em8#yf=}Qg9^4wPxhm{pc%D5Clhy}HhoP)kl4mLgX6}G;KrF8b9aunz8 z+RpCMxFowWVPTNw2WKb+#Sk{(3fnyMwMcAFiTZ8519#Gk((O%ImtAg+!fGm zdj9~W$<18ef8eWIZgsKctP(L4pSoMlz6h z&v>fUS`_PkjV+cTa6}uPmYF8l)2_5smA1;uNecjiIND1q$nU}28nSW;#&J>UFt7H# zK{D~Cp0`M9;1Fip?hZK0OUOV#dAAUi@REe3DoIHPfhQp6Az2=Qb$~|;T9(j(#Fb$W zNNi;}!Pz{Q0e$UZ0(4g*Qi8oqFvj(W7-2<&YP*$|g9#?G5*!YSQ{1XGU5tQe7q7;!3?- zSwu!u!WGrCl2F<~P{}-QWReFV;hLZ|#CBszah3@!qwz^3Z^E5{uSROChM~GRmv8M_ z?U1e9FQODF3zp;VsFVe*YC-@B1wA>WR#H6Sf9%N-|T5_Byc%Kef@}%q4F0<;juc(sSeKPJP znXLL;K$S0uFqQBO{NQkqJINj6dX~hpT;;}oY=w6yKc zWwkE0!z)n^uYpKYXKo~*f&s`q`5SlR6)kH{Uf`&^Wz>&F93XJXLROQ3w)h`mt@TlZ znM`5gT6j(7Ia*>lB5gZ$o8FB!9EOmz08nzIAw{)10LKm&#xOQJ6z(Z}`>aPa>yaK| z=42)~Y$?|8g{XX<(sGfw9LT8Vx71fFZKOifQX7AbTuFSm*-Ejo2~P@7f1N>_)i-{$ zA_Rpp$WD6F6TyMpl<$uUs&FwaeA~wwXWH@75t$v=gRYL#^FL;iX0AJ_Wek+G@(6Jo zlB0zTjfp#F!j)bepKX;5n9a2kR7G&Q{svrkJE%B2M~D%SeYBp#s$6;ylXE&!5!MAcMec-T{&fn4*yyhkP~@=P0B>Z8hU9H#LelL`K=ziMYt;_VP3-l7!{ zQk5a*{{Vy8Cx{;qoxH_0Su7U&u(h14^&3Pl2AZZ1&Ox@8wE6z0h zSED#UJBw=d2N=|t+;vgCXOkV2F& zayB3ye(YCxnSM)^Vd(OjCMn^zpIFxx^J%B~T%#w9+-fG?F{_+sQO=k}+`e0`k1XA+ zEj(Mv^t(%&a^_lD-_#VEap>8tKE{-{+ATVcB*n6oaHc>JonI2vp@5^pPWbGo)K>Kw zwq!W<-p070DN#(DV$^~LHYz~{IsQfO~NGDOKnPKJosU}cGa9ki-N*VU^( zWhTGft@o=N(eGBPJ;kIr+kx2W%G+322|kYD-9(-oB&3j{JL)UR@|-Q|Vy`Vz>l3Ox zqN=5TV~Xj|!mcWho%-qO@1;`W6>wo}O^Sp%j;Z6%}| zwDE$D6tTm?ag3mo%f_*!6J=qk48fmgiX<%#w+Rphyd)G2$Wn+=S3Q<{v9&0a!}0F- z0{bpCkjD=aND3WaFnhvJ1v zU1Pm&P~hTkeiAlUE=L^dV&Vu`APuSoU`hDu)MO9wD%<%@)qtVIj|0lD(nRk^EnlvR zZNSxekJmtTz8=sS9?j|`Hc8s2juXOjgOSM8QgUD>Q;j%>Bdb3t9i;ERaCaX1W>Hq` z^Z9SFd5xv9UN1*&TO5t+qQK$Le?RT@QhQW#5Tr8mPp3RXfm@GQJJN-ug<(L0=Uml? zRXbrZF)b0=87I21te*|5DI^YFyw)AZ4tzP+33GEf!5!3+R?LzC&y6craT(g1E>3n- zIeTas-yu#M_flsu>-N`YFiG$B*A<`>kTHQlpuq%zgNniBjj=#VMnF4q=UW_O^-yV& z0oygX%5j~u%X-voqDoILb$R{_x)#T%?AP0_q_V-f$5e*mMNF1L`o0A5tfZbqml85D z@;!7EGl2R~#>bW^)-WJqy;XAPU!vDs-%37(5LNqDY?Orm03n5u z)zeuw{+!4uQA@3Z!Ve>!gPft>$2+lnn ztd{~1Rj}rE?j7c&)8r}kkd-CACIPFDr93N4+4C59YG;%Ns3NgR`o!WYA>pM3VObl2?c{r@6R|{TDpZ6L-bTq-;s+TA>!}se z9mN`c9K}d^+$1zmTq*zpa5LO|skQ_a%uBZin{_NQw58Rd8zd3m=Rqvc`kr;N(=E9V zrA(#CkC%a)vab*@vFCKy{zMtPfLB9Z7phV zIRLAvKt0M&eMf<*lm)u}0Vo>5#N^`PQLP+AqaHCJA z(-!${^vJK<*>y$5MoVCY7SY>Sd&7s11;PPSis1l^5Ekb^eKr}6M$($vUksy$;N0Cf z5)X53ldxZcj>_b4dHN4K60NJ}tb26poxxU^a3sl^bHy1AcE&mJ1Ir$D==}?>FS-Xu zi+@NrI4{1?9)!wXQ_~WUnC1o*+yTzqiRD3TYHLY-FO)vGv7QA=c?b6gITA~t!`Iqd$A;2 z=0ix49k*Rc>zW;xJ0NyegN%%wjX6xiI3UlB53s z3YFM;E0ZL3`j%jd(HZnu_$xogS0U`6kJ)UxzguZBF5`9`Yf@U90dKSvw%kF=LI@y% zjAWC8p9+)NZm>1YuH&ZfF*>`XEVVW|+rmPzveWz%pIPuPD*%=$7+x1?M(g4S*qyVLiFhg4Z66PWtg!}2_Z!}an3AmK<07C zU@FZ`WPZaUdL+t->#-#+Dmu3Vf$)-eQlYnS-#m^vcR*Eim}M#1ZY{(qLy4uV@ZfSD z&l<40WsRw0YUifk-Bg=v$q2Q)z#*0zA0?6x$xzPZmBa0h<3)euF zS{retNlMaz#hzpPVyE34XvaF{^#%QcmrfTNBDM(dTE~wf0p-u1CS3y()e2a-UW3jp z1Q^VrAxKZ~*S_b#V*{O8arG6Y5P_3bfR(3Z!~lk|b)!l9QeV zgnJNxKGJ>k5!lJ>S5T9_f3U1a1SA{`cUNS94-wfTb3tx&O&u}xcy#P!$y&~Q6NC@@ zrln;0_j0DKD;v=Cy|O4y3L_w^_{teSSv25Ot+7GVAf3RibL#b0oM!}Y%7RWkR2euu z+g7DVHH4_-U<%Zpdu>6u$UYQjW5tTlpJDrGD)1g#&};}C$FSC_S>|&=Q6OYjB`baC zI>$M9{{R=4wu;s#?&tWY^ifzcjrN=^)aUSe$kI0*fz9&a{d%g&=AEjx{2zb7>xcSs zfA#9C8;Iwbt<>y>dD?HeZF#ffJGl4tMx05;z|&>TU)_sFf6BZ4QmMzD{rRawAnbf- zIOU!5S{{Bil6y1;;A1;e714hL-y_|CK8Y`eB-6+?y#686;4({R11F6c*);i`>y(C> zlNH#~5FBOX6fFwx1YpoKT4Wmzr(LPh!E3v?r(qoI)SMFQK0#m?6XqTM4N-R2wPur3 z{Tf(pk`a0`-7+O0g*_>h9UJe00`EIPzMm(yi>B(Ulr$H>0r-I_)%05zeYnPw)!JwAhgqe2t8Iq0{Js*YC zWjttcD>zukarad&?Xo53Q%x5HE@B};T;#)Ld@7Z~a1aRG4rgufD$%}Q8h#X%vRp!& z;RtlAbt}9m_yrC9e5$5ho_n{oO^#fTCOVK5`%2*L9m>*2tKU--Y1SkVG(sa@bpET; z@ta`}El8OT9I~<0l#$jXIs(oPIFK@S+rp*~OoeJvm2s2ko|KT3^{MJsQc1=_fZx^u z9#vb)w@tgvWmhSyxGq3SM1{TzkTZ?E2Kn2=-#BgQw##XOZkqEAwAo8RYU>m0JbYR9 z*Hbjijdkk~=xwP%x3P}&Il@QRQS086zS-2T zgsk&oq;1CIDhWQNaz6TtRZh58>iyjH9a;!dd3N%4_tFQYKzWq5>u$8JkQIZuC)eFp_N+h^+toK_&1i8G8-2NoN^z7a z1xQ|fn~!0uXG>0=uBtPa6DhT+DC*q9iXijJJMHFco}9Hsl)gVhagxwUC{hnC#zFD! z$DLUgJqczu*vh-KneT9Jwf1re+lzw$kPb7qFKsihE8eDJd^Pl)eNz=o8l%Rx7W(^i zw8e0&H~U&hY?bF6AOZn7?!|8{`=O_-debrt>=lf1iptA+*N=Tf#Jhd=C^}z3Uuj4Ta>q6UlVOQ8!feu zk<}6uPET@st9zcHxJO!*5@pEAQh@?XyCpc-a~^-DwTG$ist8TaBn!N9;U#Ni2NIrq zlgRfDbxt-*ZFrPh$GhjMX^E$DsgFHz?Rz z(Yl&D+FIKt^4x?v>s(8ihD&Wbx!hnBk5&hLCRN(VZDrLzHXJ|+S~if#@yZqm!15IP zV0F=9hO1*X+4j{k6(6ZdilT$K!bmCa<$+kM$Z+eM#Ov|f&;J0@oJ^XGS_h_JZo%5qOs=2EZFeU!f0tfWh2!!pMsg_ZSB z2O_AcwQz%il?1q*h&v2#O6@v=$tvMFG0X6l9Bgs2=NDP{q@0%5g=|SrKgp}3`6;S1 zF|gvO@c#g+abd}JxpxGk4xuYux={H$sbHlJ z4qJAPalY86M|3r!GJn4B_T-UT7MMoov5 zMs`h!6-UoLwlQ0s>ZYLJfUeGI{{Ye)`6}UX4&{u~Iku(Dt_-H%#^EYF3mES?*n8>C zNLmt=EecN%2XVDm6J8&KJ}ym(hrds^Hu;LPf)>(=?%aO5)lrtDlF>_pACPzVbFN1L zN0%z+#8N>7?cr0TrmgCEYW;LkX^o9tNlN>{?*^GJ%N=P)JdYZXxh-J?I1=hWRlGEC2$5QNZ!=uVwTN zW>u4-TNHN@!1R_($47q?$}Vr}3Io|*MAKHsFS?%9WN2kmrZpdJyDC>``vy&W&22Rb zGFd`G8)2}Jk=znFeN-Hyjwjx8yCDPAKjKX&K3T3&5>mne=Zv3O-n$G?U?}gkCw>$s z&R>NY(mUK~D#yH5@}5Hp1m#Lm!Vo#A_zG>4cXk^BOR(I2GD$AF$p@<*JSTM|cc^mk z#z+OC1TcbxFc}B@ii>~uNUa6Ev;rHEF$DMeLY4mjdo-z+T79It(!$cAkVh)mk17O+ zjUm2Q8B6k7TO;a7tzJ~tkW}R8oC(~Q86yMC@nh0X%7F?>TWqHX zpE8=Ht%WBlQlLeBg>HF;HI71?t%yrxTPm^D&?IlGb~>&2qSFu9a-emk{l$=GRzK zg+FdQMI-XR7U1^nK=FO(gG^jvB0Zl`w{9Z|QdH7k3depp(}H`=G`09XBm#4))>3lblN)Ovfh&HX7S=lOMnjQlG%DkRQYb9Itmo7 zsE#MC_ZaI7BxkT)4Hf$+8Z`GsdfP_a5Q{Um>z$3&W=u0Eq13Mcb*L&x86%oW1ML#K zmX^FT0sjC+f~2~nsE!8G?iG!X2v+{8K_jL;9SVDp?v|ZRY?9aP&-s^BDRf?! zx;T^)8`ZO6n_YG#HWSDvN%dOUrUK9 zQ3Q2M*yAPpOU<99o4#NAQR0Dmo?8%|xyEJra#GMoR#4Mtiw(RIrEH!cvA<+tfxG^^ z*SCd2=(|tHwAHg{IG%Z7uoR$Hahe61`aF9EyJGvNtuf(W ztna^dyfkNar!x9mb>b38z~fYgfZqW*?yG9Yq@v##X6~DkJ_weCzZ0n4ZnUrzo&NwQ zVh6IK8YA$1)Ar}Z+g)52sqSlETDA(5BL$pftxD~_ayh7gd(&3hR~{@@;lhr@SnVJo zrdVtt4Wx1jNZ1Mv*63EtG;+I+OYD(v!;1x~a-8Tm?U2OW{c#0lhbGn@*E^ksOG#QC~@=MpSyhg_!|j@m-ZQgpx5G6-uO5-~7DnoB1WVWIX6f@v(YOJ%#)7n~cS8zkAc0et; zIm5;Rf!!yW10a%lXP=NvUWpP_wnKM>H6|meA@n=4R-adJ9p3u$E~^%}_vvvgGM<6gp?fdDAzKN5HVO%cHDBHRI8zJAuhCq_;CvA&GK}8;m?^L9Fm9B6YkC_w5OJ9 znMmQ~K_hRZ4MP!I%1nR{DGViFT6j;_QCar~uJ<=*K7{p)QBes543m>td8DY2M&7#P z4X`+fJ7$4X~Nx3{{RR5v~>J;-tHg&0C1|YNy2Ko=m7r!>}>8|^VI(U{{XmMSR~|D z>UKjs?KfQ4{n)f){G;F1Dx89|&YEt;BJpR&PvhO?{$*dPoOsi|#-$FO$9l&Z=igck zV*~5;(38yVL9tNc-m&A_HK|Z4%?c+xyr>h&h{N*ZOITN37^t?is{{oMDJR7zY>yBR zFF8sDLKwF-VWP( zs$p%L0(^G32?Yq@Q)hCWxo7m$SEBT>CdTZS3v*_IID_a8^=TzrgdMg4IQ5@rT}x+b z4emUhJ$8ixW_X>9@{-yg8QcVKjj^|J@HL{0mlC*~-tKd&l}UUJDV_FQ)qoH#$OlW zRG?H80M0?>obu(cs_N2FHmdNlsm8*zRe0wJDUD`^Q(-6bOgd5Va{mpWOU=!rYErzYJd1YND#M^G?AlwORVN0g#D4T=tZ zhLy_E_BNK#Oe>v{)|7Zq2~$eQ@7*N(>adA$nJWBD1@&=K3fIDL3G)8Nr&b+RsZ#5$ zF)ay76cg1t?+H;E$Vy1T<=!{0v*LEg&z>dl=WI-M`OPbZ0a0W<=$9z6lu(3->Q?|r z&parM=N=}Vt@CbBTP?jE#+wddDRBgXF`bk$2K#SN%ci?T2}p~3vO!vwG95~TWk@9O4B}H60RK815USh!hOqXrC-BOoWRFx=|^~&8i2Vj%y-(il;cC$Y+@Dl5?^nR^bIO`P9 zi!E67gdF?n)>WF=?^e|N73#?9xQl8?>zhH_vS3)DI(6$!H;VHK;Fn@?EzR{h(Oixd>y4^P^kAH$!)p}WB zWd7wLCBLa$>xQIq*&fvO(p9N4lFE>$7a1x`sYzN=R5$@UXFCq=?sVlLmR?Ci&7ss0 zx>k@yLbcm*pj)1cY>RMaTanix#lz$3Sz!uDac+dD5R5DGL05hV1Xonf4ew0NGtb(3 zOSr_Vic4pCb0aNq?sKCl3rZc2a%?`7D4{AS;@s`U!g0ugJFAqtFQvUD*_J4?)Z)^o z9f1B;oHmd$g=CJ%Nx&nzkXj($?a^FY^5DvPL%nmY@hqes6sNMh4q+gk$loWvxJ9_Q z#n$lTm~t9grM6UB1z`k6U|^BH;01F0q321-^pR-IukXuL%ZQ^6_lUIkYWrp2=Tn3LA4I9#r8K{a2@%REW+>YB2dvM1PHw>%l2L+KB3Y zly$|6Qq4*+faF;!ZoVt@9J%v`i3IW zbdI>|BZ!yUImp}|wVW&7gG?++(3+)OQ8gu&Yvf=zcaP}ON$~533cbrTT>3tGGb(YW zF7VnTXJWo3uzf(3um1qJYPvFfY%lKZZwa?a)hspt03CsR?8&Bh(?8OBNnq&u+jeA1 z()ZL#NdZYpR+$6+j@o^wruFH)Q*BF$b|PlBg%G0By3G3V+8(6}Vu_=rLmU?CtVO!o zvXm{=M|5Q8{B8z)N;M#bsrBBSd9+=ZDd^x~zl0gD%A%uz0*V9+pRlUi@G|}P&WK?n?82e&-U*dBgMnlT{^h!j&N7QXOr?){1u+% zelZ^Lxcci0w95dy93op|n%G|!J!6>mia?xj*G3#$Zlz5rXjtS@aA}`SThYr`>6X(Q z7O&u^VO8Iz7NxDArfks{Az=3{SxPNN`AHi>eTV+l)gl@3!ez5>FyF@#Re& zHEz|;Hjj08)b90$ntuZB}rDY$EZ-AV4w6xlmtl(5Y%F1e~Y>lgNNhE0m>rCtF)5!hYpzK8%>e{4r&F zvit>tLX?!9!g3DWw%fp2sXRyrmPJ7v(|1YbDtbJ55#LmGJo~E=ScKk12xROdDuh?=AkV02N?yIIcrsfs%Ii&?`H6)oapRp!T`3#NuzMx5svDkmn?q z2xX;zSxPRN`$F07568aU^$Sv(Swqh=7Gk3%V;MqAX(%B%#&CDYCpo4I*wH$$-EUfB zUfdnO#rzKp(_BgjTS{pvD9Xq@zE<=cFUVU+hM*y$UZw7 zueHS3%0sbZMvFBFZ7radO0WmzaqM%yB0IU${l3!qZK>1ap-%91D{+XtDZ$3a1GU}b z%gUx!dnLK=+VOyV!I5t8CJrgJiEc&kv)lpOv4RzV+zq zL@v6@%(?JXV<{=asVPucSAGE}9FF+szACfn(CGU!aBYwv#znz|sZJ%Pz)?zvH4*tl zh~TMf4P zCv)e4NwjP&2M)-Frs%Qon|NkZZn|70(tjZ5kZN)@yxP~OWur*V;f&mc^|DHe!kh}+q!WbzLBY;BZ9zX?m9|=8N|z=z zj@b!kjSZO?Q%Ug704JHrKGRUmIbzY1^*qT9TwJ=mc;9WLAhjJR+h9gZht;)1E-6~V zC*J20m2QWwF5s*9h{jLyQfo_9_B=bZN$?XjWt15STZjlt?Qs+@g&>t< z!+vI_wtW`rl9#VC0tp|uGI@H<1Z9LfCE(n49C^&_l#Jq;`djF}`Kc}Txo~ZaNVu}E zMsWqyqlKN;g{emv>eZfG_O`2@BzSh_12ChZl#cK>KHBFZLV(+P3TH+B5B3-?i=MTX zZ`0NRTvpVi#tPr%sP^8+F3|}+>8XsHwbtP{X^jUG6lP(kg~vllOALXqNQl8RlcYLJgq124{@-^A+#*sCl6-(mX!_UR zR^VGINLp5c708YATA@t5g%;F@6OxirbGYU`bQF|Z{G?n}XTMt=wA~ZQr4n0oc%fbV zkGSBRQkfD?PY(4t=|fDTQfV1UX$$y9G7IorNbRA-?h-M+4mo(@s~DXeYfVFFcH?=K z@OBt3#)OoqwJBg_IRNE7-z<}#$Vs3i$~;OL@2Wqi7%oJ+vvFwf#JB_2fw1e627T$l z_8PEGphDPfJS%>A94<$1b)`cf@pm9(b5=d3nzgJEsdR*xjkcu7DeG8DwkUNwgr5Vk zNuZ;W1_s;KQDkD1$jcElxiv$6^6A3M-4YEacj*t+52X~DJW$vIk z4XSO?6CGvB<1ZUD${GjFM3eRpeL@s_Ud-aG-if27tv39eV9A)jasWr#4Ftdu-Z5Aw zy0A#b{ne_Eh{vvjY@PS5Ry#QDA8lx*Z=7c}sZl-@8g- z{8RRdD+W=%(}lXQIt3g$CSm#4tAYOj{e_C1sYLEKs2@R2An18XN`Wc8PYU0W^p_4j z*flodJ=MCMkk30!*L8$mEX7OV9+K$EIR5|=x^zRWsUwBNA5w)Sofa&{!&6~Klz?&) z`$1_3#AF&r`yA7YB&$u?iSvTr>Zw88ENA6|Sx*-%XC4NbPMOmuKl?Ri{{T^M^-y%q znB+9wpMAf)oBdP|Cn-58_f`~D`6)a3Qz_FrWF55ata_rPeu~J`ns9C`R`7A$&L|!D zRDUI2>d8vC{92E)nZIM2cpUr<7#|>^`e-_K#h>}S4EQ|Y{{Y26@xrsWR-x>zFua^0 zT>fn{FHYIJp}IX&A0PPZ15a53f4yb+qAL&0GmMadrI%DC=jiaOyf@4xPSduAL)sI?<+-V`&m0K z?Vt3-zxR|5%FcdH4KQmBBd2v}kMR5lr1~&eYpasuSPI5|K^e~ouHOJ#K*)OVKl;S4 z_mnEdZV4Zcyl2PZc{~3Aw?P*8o9N$v?i|to0M#G+)yZ8BbajG7rrK$RXe>7>frHe z2I}=bo5=J zn;a@uqK}^AJxTh)YolEiXzngJ^KamVae|AU;a)ij&V1@#yGuXxjpt$X)B3BJvBL`s zGOkKjilha7sip90?wI90HGRzN3bw?@t@>*FqH_8q(ej8~sTzhs9E-Oitb5a3Q_%j2 zPsum1dx)L?0OM1%MoJqfM5(#%;&g59NT&G~=?)RYK4AVVm4bcbkE)s~XLh*tynecx zEIPMqk6XvQbwyj~lSnqKwIcrCep7J9{{YOVTV9KaYfw}TORMAH?2&dQKGc-p`>DxR z@AA^`VE+IDU?c3HLW)Vv-ts(^G^g!NJ3cgPh`*M?7Ix0I0KZuyu@m&Q6^?h{Fe$tWdZz4?QE($1ROmRe->q%2;IVo3Ep^@Zi z*iBlSEz47r6O4W_Kr8vl0bgAu5p64Th(COSM&qcstz+D+{<>O;`Tb1FXLhc7jn=Dl zdqht{hv@;7sHq|M*6Ne67~)YU7z1ie0A_XQgU)(Jd@&h;Qpo5|I2*lsYH^OPZwgiX z?hO9`wOmzcZKC4Mrb+{@b&Ga8#n7XGGIO5ffzP^{J_wu|<6XIH`#hP_OxdwIK)VRC z9B7wQl%+%uli|vm5poWKCqauN#c5AgqwP*U%Cb5@(t2*`t?qt>u5Iw{CB*fSE^IA? zpzw@g(ZrLts-tr{G1gJoGNams)+gk>ZFv%suRg&i96PrP9LROMlvtL$!vbk?JNusd8aC6S+7XBqbzVz@OX3#F-%-C^OkR_Y2= zpJAj8g*dPixy??RiQl7^uXyN~s$*j3)4ee2MNV$nt1TAWx)yg+@p^}e{xWb6v{d%h zs`PW`4ZC^MZmi{fQu@|Ukpmlg(reC5UFSkVT53Yw;lU|$wx4m$PMDC>%%S4aaI}R5 zAz0^K#No_Zn(g5+?R)Zs%~4cZV(_`nor`!+SpnMx=&ODv73j}_>Q4?&ttO-QZ6>&@ zDO-0ddxw%Fv)3cmR*WbQ_tfJn$J^PQPnYYdB#7;zlTwe4i#pr zoQ9gU#U8ZJ;x%)G#iM4goHj=yM%mStsU_P5&C(9VFr=KX*51k^)|yz?Nq5!>V^G>5 z+=6>5QrhYs1HdU51KmsB*Y?Q(4MC-%y_^F4CG|@K$tNlMDdx!wOzQR|8x_uDA|g}P zGjNVn+aXy4wc1X0Jh4>96;TruSGT%vztN?+Xq-%&Q!d za#Z78Yiac@vKCL76!Od&R~YJ5zI+``6$9~!>k%zYr??Z8JdaQ&u|J~aq^3%3OxzOM zvK1Z9v9{+mLbfd(ZoETH*|ysgV&t^y9#IN=2|OzKMMEN;uW3}5Q*SIu zai`WWw6wLP@F;dxp|VFcWkh6wvbPkES7@tyi44w*A(9iaCLuDL1NaUMEd$g=MOo9D zn%OBU)AxIWO|+gM$|V^wNco|+2qT})C&H7BRUhBs)klndbn~ZQ`)AD*W!Wwy+HaEAz06MI*i_Q?V5GD%Of|t zd|RuHrS`4zRt$I27un-sMO}p{Cy+d|gN##T?Omyue5Unk{91bsIc)=rAmnAYK_x)o z_D?hvfU&lE?k%iG0?J;*a&S$2?Sxq0pvHPeG6`8*K%efS00sN zIE<~q>Ct3C32h~0DNS*q2_Rz|DCYyjT63T?Cc;^s+MZkaao`igqM|ZzJb=fJ!yD2u zFzbuVddJUYG|l4l&D&llvm;Kf;~n`(Z7uPDQXAvQ`6>=$Z)#706&2MtIQmaRzcGS@ zt%kbh5R?YO-*l8m904P2dwnjo;iGYuLzs+lhtc754 zEt8A|y0oP`oxddi0B(F$MO4kIizX%~V&~P7qG|0hF6kQTT52OaZZxKngt$j~bGcT0 zO0&PNs=HRR)VDSta>WWIu?i&!kfsZc@SXTjf!R(s-_=rkKSxW{SH|u-p5rp$4jkcm z&&8ox+#v&DfsR8X#-;DtH1(a=qL9&TvBZ=W@Z)^!20XpB%2ZpHH8mmiN{J$L*NHAW zAq7iW?>-d4e6hrjnT|SyF`nCL!65m4dwEprUg{{W%ytYwq7<$r0I-lj!0iyOKwx9P z9I718?YT}Z)}Lv%hvL@iQV>bovW@r0j(*w>miAhYZVkngCIciK7F;RMcIS}xZ%QuE zdW%!CZIcwt^&@~e#+9##j>?iq=12gYk7~NyWx!_G7?nTMR;L4sT!z~nUO8bPV{aT& zLAx1~xR_U@DI_f+XazfN2E#a@RErg@yuD>mTW=KZ8>|#4P_$4Sf)`rc-9qr-R>2*D zySo#tKyY^tRcR0p2V;2bxINq_cD5AVdLRup{d7 zKtTLa%xopsu7sJfxXb6E@Ai1YJ5#~fbEDB6Qleh3*RDb3KS;P}D*4%I2-D<&qhDUR z{0gp_-g74=@(*W}iYX{G*pkz7!4-qR8q+0GKs1jgCG0-5=Ul&S$`PvmlV$WOup%cF zNei`C(!#yN7d!m-+TpwVAa)#df?cWQzoJ5$0mcHuFjXgKuNnQ1Wo92{?V^I{4A0gj zD+`x)cB>q9(+PDedVO>+CEg`mD9S{6`Mwy_QalbZSd~ew#Xys><8@l zXHv8j_*jyE<=m{F*EAH#N3O!MKX9*5Fgkt+EoLPbDZ55<>6+I)!Am2z$2L{ro=YA` z2n7~}%M0D9#Io)lEURvXv8Q50mDM7~-k|X#^9GgC`iQsBI1IO0KxeE96zIV!ng+YY zV<|O)?o1m^gSvnAFDpz78Jv<+8ejsWt*K$oQY3Gg?#gRQY%hkB=)f}aW~uwuoaQW` zo}Y@4q`er$vGu)onBZSd{+wYDW~Ey?>WsA14n=ZTFBQDy z%eTQEj)rDd8!*-x3p|z8XraIZcq1|!muV34O^+cGzD1QLbg=>I>%8mRbx0y5*#MVF zyUS&2>C_~yxN<->Xj6*8>Y}2GPEO@$PFTR$uSM}%QIuFT$fWq?vykP7=Uk1vZQI#} zr55&nFM@AMah#yO4FZvaOZaxt| ziUe-<759+!C{s;yP-CZ2_)+q&#+p*My3k{JnvbLOa5|~1>M6)vCHFqCa$AoffO27A zNDviuK4cvxm3LEltdy-Mg^gju58=X3dIqG8YR308|OqeBn&`+)rPiT#5J;6}WL7bCNXn zpNr_ILh(i=!3v3F#IG>%Y1!35tF%eY7)FEaWMso5d4hoyj(U(f)s5q+T}(8aUWR$8 z2GC_yDoUWh{i3+flNEE1x>+Ry=Axd6ccm%=Vjki71Fy>@ZA1y$)V_6c;P=l$(?Fmoar1-^|+X`pK8;{X}OdQc`s&w z@G=$0Neb}tggq@FG$r?$k8n|9yZPaTk>PPblh2{ljAvpVmXjeYC50h8_~rV$)PI1V zV1n5M(D)Xvs*Xe$2~9=CF`IgG((Di@N=V?h_On$K-@KUkZ78PA8G+Y1m&C3%Bk?=z zfY%(}SmGJ>z(4&G-Yp8-xV1$8glB4vv=g4SRi>p}6Z$?H`9nS&)BGltP;toZOJw6uLl4b;#Zz+#^0R9mi%?aOY~A$=!f2dBf5LYm z6GLyjbCKD!KMe~nliC1+P0!i^PorJ?>RRewa<7wG51y$K5?B?^bprP3c;jwoG5-T> zOs-X6N8{Z36U>B5+?(g#H9oL2UnV4~J{otM{d`~xDhU1`ev1^BrA=jl)9*+j{yzZA zkeV2GY`~4>xi-fCc&^u_$fM({MC5A7zty%L^4m%o5>LD^{8(gD?0r58f4L!;co_177lIp7~@nKv_7eyT7TOd2f!yS$*-R4NFT8 zw=TXVYHpbU|3&AQRX(YH^xd5NvT?G@Hn7b1W%7$+#|-}lys4@oMcKj^)vMetEH8i; z<~Mh{(S=x3Ac5^$WU7tWA8o`QCj?3-d-8tQCyIJWDv_;3KKGt4J(+QpWL0fc;#m&1SL-R0@tDR6!<1jt&DKPS zbi(cvbCdB*z%$(9>Ne%&hJM<`K zQDrxFU^jC#q8w=SUe@!4!Jy`pTAk0h4Bt{eEWweiCgG?Rmho}Tn`_73u*N^F6;mUD zsnoWVFZJicM&WZLY&GRq@0Wasrp>&zEB-#hJW*|XC0^CQL~ zWh<{3BU_6`=Xn-NZ@z2nEQW<+?xb_#8}liHq)K5wf={(7++dme5vxR)NFB<~W5uUQ zkZ>z^nuD{+CPTuNuHN`4GMP-W%;$AEHN5+XL^xG(RuQ4(f~~n=J!Xs9f!o&4b4;Hr z`~0uOoT#BD0GK_vzsks(QBM=w82_`3MZ}9h$r{k$I zPG>blTH$gbaSL=KN?%H<8nxaw3Pgg!NlWKWH8yC%K(DKmhYaQNXCugP% zS8!*203EIi6s4tqU0P1&l6ZCvD_@Mb0(YrhOOkw)TObT4osFYDZc&R7u0W1U{M-KA zb;r4W?S@b!w7+J!ti(S44?vddx#m-$=rD(PYDZH_A~hIdDgv^~Y_1TW)qIYAP9dEg zl=jd7O;+SLoYk4L-2LJ&d)jCXjEt3$F|Uu8k6lvXEHO03ieFw3SCui_Ym|YV;}GnFrd&G+Xjs5_*ZFN z6fn8jM=v^e$|4NUul7E0JN=El*UX+Fh9yt-JFvGE#2V{Q>*kc7R0ws%>Nl6_hpSc} zajpb(AQoy)F9VGMj7AItR;Pa+bd>}^nSLX9HJ5W^J{N-6;1xO+wIo%S6Txv1v(1Sa z--iwRcZN1oo3^#_0H`eT9pqTQ+eWL)Uw9;P)~SZr!@^CQ@z~n!6>W(1I78a*p@KwV zcXCH3ly|ocRmvYI^_n$qMjdgh-?8v`|5Z^6JYi(hijuS9c$?^?RVT$vBP8qz3G2eT2KCBn{l{*+J}8Qnc?!2{mdeSQ)WC8Dq}cv+A3?zOAae?ER082>Zq) z#3LNe>R`}N3LRrCrp$F`6DZ|OYPz{#GA?)`cMuG#t@(bMm($nh!n3YMb6@hS_X7wX$J_k1fRYsWgXe& zp}|+&74aJSZ8rJNaD|g6CBmYH;YzTTycNM9{CWhefVC~MMY;R!T1`0KhJSm+{|;)y zYkkIwFVDU$gq6_OM}Y&lQ3nEXM-iJORujerNG+LT^8<$>NcXj78Td)$9wv{ZW1YIh zdzQ(KDOh(a5mc!d*^RN{H`B3w{M2Ho#}PqTOu4rex|O^i%-+dVx$|vYoOi-cbZ1^6 z&91hPW0hv=V+1gPEAp+nWNl&;r1+CDP0G0Qtp?AR1WRaAgQeVIm{`eY3{#? z;%=_%RjDWp$vcj5wp!Y6b(DYSm(FCE4+zckEml??_b8%(Op=wSw@l2Sd%uZ7vYxN~6c4 ziKhasT143+Qky4yMy^5S#+e10H09lXXuha*DkMx2v7<%PxN$ zU#1%m@$&nA;(>erkY-+Lk(rGf`6g4|i)HFu-@Q+;JJC_#^xMDPeqy7$M7X?y0Fbg= z(pp@;xCwE-cppTke{ej`nCjNPmdk2xV=qWf8yolcceXu2cBi5tn5Kh6Zhn`Xd>FO# zy{X(~dEcykaFbKp0yPOkt5c5WZ@=c8$}c)Y>Q$6YLhslK$j?ANROHDu@>YLcYZ9AAzD!*3R>yfrWa-XH4s5Qv3gPY zpn^;`@bsF)`Y0`2TiY#W+L~Y0wP{Qa2GI)Url6by9ZxF-N1HfzT6P;=`b>04{&X>; znVlu7nfd)V{%+G_Z^1k4Ohj#F84?$~qehs#-V!-(I9(c(oyj{q=E}X}8Dj-~lSeJf z`dQW#HArq?s; z#TxLCnS`7>cM}{98{x1vAmc|4$@}PFX-VK4c-+VkM*`asry~0f_NLe!&5vK)#PoeT z-rmHdD~8CNKz~R#kl-NaO3Log7*I*Pa3O$`lHoyh{oXay0U)Z7`J#ulkC5bB)V__f zZN96L!fO9zm)OLAD1*zMM(Kf$JNQX31&uy0=eiwsaEh8h%mtMxXSCW>6Thn!Lf;t~s|_IZ!X`OtA+my?#( ztj1`h+z|fQI!+KbwJcVcG%&agB!mVb2TxY!qy2JrT|OA^jG3$cSdr9V?N!4gR-n&w z@|2gNFiGie>*jmXu2ie*SKQ|qa#u2~+a1vmvw_I}#4x*Z0Y?t@W!(D4k^6UVp1~Xz zF-<6>TIGHe5Y-#mFBma_a6d9mp{@dn;oDywJ24IKX7>4~n2J+}n%@0GzDj6WXXEP; z8+{3TWq4bPS0eF83J${5v;MPqUkuai>S;QpBX`FI58aAdOHEthZty32RDV#<1Yxrp z@lw;Xm_V83YO!^;Cby1*6BRfMjK(!aq~72|i3fy{ z96MY1x1I!$nP7T4Wtn@XE}{I|v@x*e)GQobK!5F}JJEspJEp`Ph2W@?IQYQhy#(KfXGgWb7e@<2AVz zV)bB8kOD4ou#xd0%f%RocW`^q0wckXDOQK2^$Ue zv;1~HrKyYQM}OQ>-yT7JSC)!wWzJW9J?KkLe8)8#*BVK7Nr9~nc{}~YLgi{puUZkf zh^4O7Y0{~P@x_Y7o@Fog`le#D;PBbwi177kBW2KuKHBa3`o@+;NtWHjarBT$?;ct- zJ&jdbbxgqtF|TT`15b+|T#i@+5+p~gPOKq^@_%_jzsX0H zuY_q%PHDfGy1C2ea$#C7wnPn6KNfnwcjK_hzyM?Y;zLP(=G7jKaE4zVh;1#p>S_~t zTTGPIR50C+7q#2iw|vM-t$5SSo)!No^#eY`Ci*?+m@#mR2<$)#6YZzfN6uxZ+0B-+ndYPW9Dv`RVt})3y0w4@|!1+)2pF zdiV)L$(!xaVu0)ZJabi(jzDoI0eh_(@aW!`@)(H1?3dj2`V3p2;KJiPY4XDZZuGyjeV|V4Z#hdd*N5T8<<&KNuIw|$l!Hfgr9ex<`l8(Pgy|IPi z$6vuMdSPM={(UJc2|0LjGMs88U3CbZUd+AhtMi&$z2puq-6}PePErd~)zg8`^K3>=98$*hQMRRN}a03bkWz9JpsmIIw4Mu z0>TDW=Uf79@yvAB48I^d2hAA!zgS>oijTDXfhpYXbtUXNpPX&m&%7jg#F7D^Dl$O-aVn*|M8>}2@xdJTVkwo_S<@`V$wDPgghxka@TkN;W z*@wGHUdM?NnY;rGInF{lSyN`4bEr-Bqe)Hj%q%h}ky#%vZvLFp_wd0aMoTBx{zIcn zT8l+%!w`{&@~Wo97?8oi7oDyFfSeIYXCMzRTSo~{^1l`FxZ z_TW!aYaz)9e9lJ|J#E$H60av^H)UO}8ep`1Qk%hc#b@|D5q+?+0onIY%das-@5#_I z&NuSRoK zizsB{uALLX#k!cSta5)G=Wo^VPH@p!ejZ_7U*sic%l{;LI>FDuFBbL%)>b;~ik zO`@h$fXtXD=E=lBl2)*`mz;H6_7xNs){(CMjzwHC(gTN9{>K@5Eb-Kz!SYUZ+%S1= zsR6GxRTV*GOVlv}iIw=F!l#gO)?F$3b(+XmxFqU;rdB~I{`)L;a1;{!(D!=BHDB83 zYe1|3fW}zPLD=AgO=Lo^J?5FuIn@rzc^5Ef_qHf^54p)V8h^EUrQf`vvlk8_-j4T9 zwaiScqNI^ z_^nG2Mdf{Rf=(LWAeO%~UY|xl(6y45THFW8!^ghqdku8=dHOq(kv>>eW6!JqDV*iz1vLBZoCn*2%*{tBj6jIoi&(U48rNVRb|MLb|5fhMG?vtHWp7-*z;k zl(m(Q)2u3(u88V?8m;C3Y#d1E$NAtd1dblkU6tmFt?Z7{pG+)%A>E+(-clV9VoTZ?i8&zmy0hA9emV4;xELu`m~ zyEkqrDr0^|v}S&ymR6fg56T# zFTRv)YtRIipze-V_ySVt_PCmKp2Si%jQq$if)r3$ z#gX9A6x)!omnK3VjuEhFTPuKF$X;QtK%s2P*@QUig8mJQ!-(56-G?T4a&Dbxa-dLh z^hw!@*Z1)a;Ai_q`n!QKtz3CGIcRayOzM0UaZqB~Fp~H48_&AIh6;+saY=7x3A@1& zdNv%djKZFTMKsw%#1lUf#HY6zrCKylP?sP&`Gr$Ljt;vxn(E$8Xn{dnilZ7W*dyY! z?Xo_`8}^x-uXb@%PP7b7gzR5hH#n`7T|Y*FdXM4Yl%}FGYTD!m*lQ)eF+E$BbatQ* zqBNw!4M)JesNQ4VdS(~aMg(N~fP{g<}DJe-~XQk$yPwd}?3kCaIS#uVs zHM@9x-}@8pxNt34en?Ua!>HwSSGdjI>c>091PkzjR$?(Guq>qe?U`Kx$q*bS=K7{x zQ?|n{d~PhPU3vpi`OiM`B--x2;hGR0v~XuFkFDANqqGAEUOBvb*lb6f!04N1=DuF$ zvtcXnroK6=-yRZc@I{W0uTIcF0zpzE6R#g{46d3|z8^kA6|r?Zo~-CdIf(3<(T(1Q zrDr=Nc-+Oa;7QySLZFuH14 zAy!b>g-@4skSQg+F;-7R7C|_yqdVW$Bjovjjn6l9LWUFeA&7~4ZY)FumK^)!&bJ}j zyjm*PP8YuSNHOfEEEw4IBhbf+RrF7CKV}AId+pv*6*ou2H>PC_6-8+Ch#L*Z{u@9+ zeVaPq>)(0va$bt0+Nwsk8s7)DHh_9KXAChLMFRw@pPUKpzE z(@2^+**#oacX$qyekB4%qr`McU#FiJ!?W0PL1rei8VQwng+^l{)tm|58SNM0_ zlaoUCN*A3aKwdLJo;3L=3N6~$lXIT`VRJl=avK}kRl+4cMB#*~cu3SRu2I<=H-rYX zdJSh?c-+V5gCR|U-sF37ue9Td^f2uwHqC9}@rIrY09qu;C&XF)uAn|a`Vj~U6s3BxcO@qmY=&Ia*0ysR*2TCr6B3W3 zwG;FNE3#yGTO7_`?R8TreoaK^_W48nE9$-)xuNszt&zj0p3~p=y=+BeoEx7{k@Rxm zHSpB?b=9K>kkk5SI)(Y3xGcznK;$Q6F0nrH-0X&`1)8Vq+bkw@n4$4?9BfbQjcJv@ zJGWRm4w1>YFsEFPj}^g=(+tpB@AA}!ZRmH&AKQbyMldlXOT_yXT9hIkxQDs>$Gr9* z(WCo(J!VB5w|P*S=O$FFI5ZGd>SFNUjLkG;vQLG30aZ`Y0I@2#5>nI?{~@1E$14zK z+a!e2oiaNhCkW)XCai&E_<>w-t@&zfu-Wv7GcJoU1-*M%#4i>37uCndE=` zCsS&I-;ks4*8B`(S8SO2iODuprmoo%qxA$yiK^R_oIoALN4dW)dtU9gg1r5?X1zOv zhwY>|0U$@uZmi?;?QN~QH`ELaS*tm{s?z629 zzemK{{ZH$vp}hG2w64+)O@}}@J<|7AXw1vs8sHHz2?zUl0Zak0fga`AgWF}Zf7;So zXQby)j1=l~t_8LCaQSXOPA40`UpnW%cj(4y;|F=Exlw_@(vo0Q&(txOoaedTKND_e z)nEl|)OgWhw7aL1YO#m%sN0s6i6^=Lbu*~8%*&6|mP@51?yiQZuaZ;=91us}Z>^`- znG=;l#LwNR=Z)!(aJd3(h636nopbEjG3?nZKswODIzfmkKDVg#?9_*Mo+GfxsUpPI zj!ZSm3N@YL!3EOyx=KXlZS$1gQ)#E{y;)M*rqc6m;ZKTsg!8oeW@yr~_|@HO#?+xkPSCVus+nTJSqP;a~9znD~x?>w* zet&O@6(iqI7Pjxw!nYjYe|8et&Ro9wuh(~BdhZHSJtFu*ZA1(b&}wVA|Jk0U5L~Qu zOq)Dt25^{#ceD0px+k?kM#V6dA7LC`IX^fU%eC6wxVZJjXL% z=F4Z+6W_UnZx*I}EH}_XlIfU}u!on^j*=5QCw`U#(A%Q3HWx_-YU5}AFkUukt z;vfJJ?b`%lQ2F85W!b zbJ^Tg%chf$vu=#~`08xt)!UUfc_%jFA{T*bNR6QA;jhP1lE!<`w|D(@W{=!ideXs~ zsiDFmY!LZ9Q_3FZuJ7}@hNm4Bd0R)C=yjhQ5_{40 zTpq8oeaD*@+th3tgW2N&(L*fjDpEN^>Q*CAY|!`qW!_k##{Q|{1G~;!j1$$6uE!Kv zar2(qruHr-3sWfK^RF5y83b+O{6@K$TvSo9iCL(H%RLU*x2;T`tNi*JF@rzu2K+#M zHgX3s{#cNuqkeM6U)T^u&UWt+q$vnJ!!^>yncfo}dqd}oQjAdq-`A(Oh?mrEGbT1q zdT-;%wYhoVSAS%oOqml)4xdH9XCA?PNk<4Jp4xFQBRm<`8VK2t)Alw5yQMEuwC?pr ze#@BM>ue^uFncU6Q^6KV9GtCfTWnRI%jVq$R@IX3m^X~!=h(3=L8>|p>7J^d5HCyn zt9^}$_CftYkd=lBq#edmHeU5IXX$mG3cV2Q8}?}f&!VL)9MWTfvKk| zK_{AgB7Tgu5IUQ%c5b)Ei29445`&fYO0a&|ei$v-<+$>z{{n#FIucAYjH00$fByTV zD8GUb;D@EezN;!I2|!EW-Fh4;H$^AraLD`jArKp}Gw|xfm3M{ovu1_{I&hJd$5a2d znQpFutB<00gqgB_R}VS>Gd!M2%OV%Wy4sJO@la0-G>;r8Nrt^mIl$KW1ij#W?Z^#O zgs*9f&Y8Kvjo9qvf1cF5Tg=hJ$5I)LUnXN4VV@Yi!TdRxE8lh6`BdD z?Ch6nJh|EmZag2v>`x9|WN9#Y;H7lGId9n@>my4OG#5^rz~=2>a{U02IcgpjR*l4T%pk1KbmA0%bWYunDBpX)FZa)+a3yBRD30&<_|soN`$G<90z0BPOq-RE(H9}A8?>7=F4EbS-x|~i= zAQ-4g^3~!|^5zxE)+oJnxPrzu4Regbtaqh?xi?6!km}PyiY#Az^wQ*CdH2h zU9#)-#RXS_@w`kIkxUIbz4NLvkC)V6@g_liLrHwd@sDKY6Ji|%{>46W)=0vtpw67) zOwh1a;3W5Q<>?BXcxGskW6kGy9D|vr# zXEz9z`d$KCj?BY}u)8X#n(qmHlwJl}c4F_4Xx;jebJyZG6$Oit%O3n0p(#llvyiKC zsT%YeY}HQcDd49M?$xfJBh-iDP`iCPtS$6{Qxha$9iPQf&!Uwu5Zm5NJ?5)7yx;BT-A8GWIICROM;1RSZD5Ut0&vdj z2mTDgCHStywGzLH^MN*~FKHOXz+i~b*w1L8%JQtrxC&OPBs2ZlK9LYLx>smGNUB-% zCkm&cQWyhT7#WQ{nrwLV8Z*TrXA$0w8ibYwnCR?vQ&Nn9aV<2CX$4|+B`!;#I>~B; zb-<>4Ktp)9H58nz#pSeDDA~ut4@54iK8QSHXmkGL;NU5H&Roztit1(~APi-%dO%!G z-%v9Cc$bwU1-9dofQ^?Hr*ZVLKqPT-(2KP(>Aakw99!XiW8W)P6v2Dkaa~~t8;YFc zQB)%rN3L$RI$97X?`!n;_@u6>&>vr#!)DGrn~XThy!Ince?=oA?I;;UCEZ)4UA9Ma zUGWMn3#eFP)-F_A$GZg85++p`g=abU zNOv-NVt@q!)V{KR96y`SWe&*?FDCs~ig0A=BO)XYzB00WJK;&J8Ou(-WET6x@{tO+ zvgR>-VtjD7;DS^qN8vs3A-FGSKQv^)XNpbIVc`Nc^ZPI zGRX0$PNf{7XOF#&>BdWfP>XIv{3-3Xi8Gx(&xP>~R>X+ka3yw_*T;%KnVl_&HU*}% z?05MjxMBRBjs20slw;rjr}!&UNB_MF6~&`tSM%25W=o%W;W^5J!3HZEhJu)nq!M?{ z{v432A*xt(;~0UA(2sU`RpxX=a|zChL-UdcOe0oq=Khi4>1!oXQjZmBME~QmY9nLKs7Dyq!@{uhc^_Dlp5mVo zj_qybY2_~Kz%oyOSb%%vXuZ3N?#<#u$K?9}$kEf<@WOp)>jgn5-2ijQQ0QBiTx0O* zq7FTWvhY*_6@+jVY@iii55B}EAHI-S(ocV#bim4VP;8%0BTkyla1+Fo;YOM?z1W=Z z5yvIODF9np(cH?*MO}%cxvUhCBZ}Z1C-9fxH|({vMz-iP3O){Qa@e;cU=*^36;!VI zY0O=tiDrdV-_XA)PJk3ye^S`6?~gKZv?Ah1QO0fZUf5>D4c2iOcDnVPYjnwbHDMQ zB*%ClCCGEI^}wGu8~~L4%o$|LSWzo0^!t19!y7pOoy~_Ic{SJG%`CZYGAWN2q?~J!Gx(K=v(LRWS9*+leuy71)#ZqFx`rxbyI*3 zOUlYFB3GRj+rO!Uya=yG)|vp$rt{vFB`6vGc$N9OZ%e?fga2ioqg})Z$i8=detv=U z;>X7oxT)9Fq6C(ALL{O?@n=-HIN1xf_6nBl6Jdl3SU|IL4{Gtw3iIg`Her4sOrmRU z4~~yfm2_tkBsboM9eIpY{xAgX%8h7gh+0~x{%O_9Dt_7$vQPVCS0_A}_Ebg*(%4LU zh1&7sbx~%VC~5j-N?BELT`F=5W<-hIDZJj1RVkS|UG=q&9rEI=E`5tl3`>P>nbI(` zp^+`AtKyY54!NN^R5un|>1d5%ZZ* z%V?|H)8B(3Gz%&w{j#jo#SHL`$#U*f+#e_t%&m3;(P4nW171?g zE#yE%V${2g8or+nki;}%wNV!~PWufMhJbB?b)Bkmd;S@?f#!Tm+%wy|X;E_Zb_qn? zKYhcnp+9O8gM!6D36P-s*_W4tjBv8(_t2a0nK1SUq19|u4VRN7P7T*r6uLMzx+6mg zUCGK_^1)*;6wcON8$F0_V1tP0^CX+q(JP-1gT|dH#j1?;Jt>uJ*qZ==z_?s9Wfe#} zKgyh*9=iw>fL4i#efm%?TXrgRfR@x_P54m8r=->k?fZ%Sh2kRgvKUb(BKkDp@!QLJ zLfGIAw`<|bVHIV7uCa#-4ADyYr-L1joeat`ZA{oL zZ4el$B%XDSU&R;xZtfr}-D>Dm6zER#Z8*NpnVp6MvMPX*sk%6`jtyFAyY7 zrywZ7GGlAUKajf1QB1lgF*u3Z?G6$gp(aD4?&kPe6|txMC9nQn@Inf4`cxpSK6?>~ zDjA#a1U>T2IJS$DUeJ8zBWG@$x^sD!e7y zt-f!aybqB*CL{1Y{Bo^l^j^`by%^hxE?r0Q(`?+%KTDrPc|JW zJr>{$)LPYJAA+9Xd+dMClI|^9vy4Y*cc&MR^)XL~DM4sI(~qk@P*ZC+?5+{|sOuCy zlQ8N(yx%&`mK;mUbwm>@Nlox);TI<(sR$fm+sS}V?#KRdu8L51Mvaho|K>6`lbtew zZHa~E%~WA_0}G$fAiwy^Z+VYF_IxsOv_%7|mI2gGiI?YY>Z+H5=#`(yyPN+*S3LXw zL06QJpX46@J1@FJ@k$6#E{W=yjJRW6Kpun2e-&}~Ff?{4{uLa`*;t9bb^WYzbUnuE z`N-XxShPpbpL6kI^ZT%5liEN3w)70-Al57`odrM_yj*YE1>Brbbpt)8zW8BUTfK~==GQGI%S zBG@_w$Gei+06LA=E2)#~V94E}GrHv@4iD3?XvJ%-4Jy&TVfOtq>jZVE3IH>Vz+q-#!?hal|D8hYw*2<5x!5eA4wFX|G5t> z8e8;B^WFv$VyDDrMt(VO_>fI$eDKq;Ds9azoKW059J52{Uft{IGVuugWL&Sq2&39v zNhaEc?Uh=QI3DS_$O9$o^~goVBcuj_HH;m1*dX(@yd@JoFh40J$B^Jab)Cj&=SW5A zXqJ|9Crxh)4A}w)M-Gtz?R=k)m8x#x)heajg07OCE zspy|a{F2-tWZvL{wG2II6c*a|>ldn>PqdR9=LTW$tiNh z1DpjbDwa6_S_&=&s)_H|>fSAM)CtW=__p!HIz=%@F>mTr$!D>K**1;X=gLw-V2C+9 zt;MgvT`G87BZ8~G?C$T<8+{{-!%^n)@W~<}I*_DSj~62y5Y^?^Tg;lE_{~{|y7-{Q zEZ;TX`)I|7_b|hDZlucuowUTH?0|soHnz?|tjmYSvZ$|+nmI6Is zw50uN>7riFbzT?w@ly>3RZ8~kMcy5dI?Ht}#c4Fk+0?!-6Gv@MMd;_EAC(I8eLp{3 z^l|A0()owR-iwWILB@u<<`F7)rKC!nbP#V6vZS;8=&v{4eskUCra9VGOekIfCD`1? zi0L@deX)64|8H2ubH4JYs00uL?~+T6bX|>G@D<03ooPHMF<)m#fQ$+soDr|K1 zX>JW&l( zFX4+~K5xjd!Ml>ue(>Pyui}K5FBz=W`JI+6eQ|bibS32RGX~Zz@A~qR>Zq!SRGivv z;`1>2`YtDZI2mQuK*gN5$;H2!o6HrMuZ_);q-ye-+0N!j%?7uuuG}1&jO{HMzGDNf z2e)o&JXoF~41DvU#kkd;Xx|z%&->zRI%Nv>VBRNA8iV_FsXkYk%NYiKtZu`}yOx2c zW+e7oD9qHOug*|>k~x=Nnp9w83yVs!yrHaMN3oEV>*0H?;)1cTZD{+b^h^UJ0SuyJ zP9G*w(5wBm;?|m0O4zE_UUsd<)mPov9n^bgQPcFJ$y^F-&4EhnnIW&hNiVO0763{# zOfrx13$CeK)m{|>R)^Wu_+Cot*3J6I*E48t>Nl0&@s5>4)*{bc`qT0e+jHSH9~n##Ec98!VNht)%V{#ahIZ)bD* zEA*FNxYi>fT@#*n>fS|5ra~HjUhqnGB;l!TYDO#zEi4TJAy3LjQgp+%nQO>0+;mT#Mo$;hVEldk0mdeF*9j zBHA@NZ=}=;yc?mHExum~oj_H8wFVX({0XT3EaR(gvPkzm(%<*+7i)YmN4~S+s;K@j zX22WI-&r-YMJm`hN^wK4fu9nk*FofGyRM}am$;MuucR(WKa6#br=>Kp-nBxI38Ca) zLsQ?vQNgV~ms&o76dIy^EhQUe*oo^iY;c~(^{EKLsy8gB@}pNv7n_O9hV-jsP~DWf zhG+^yf~hS{HF+o_5EyzY{}d7wdg_wt2AhwZ2L%GCLXa~*>~O;nFY9mY05j_28=bVy zi3Eo@JYE#1PSL~^Zi40b866)bkw9$4P1Cl??0PD-!S6GxY|>GH1Ws2{VM3|RO?7eD z_NV=0%I1a{IKkZ8W?B*kbhD6n1qSg+vo7?|s{A>2)`_iIX2mx}ji^$NF+ubE#G2Qh z$&+KL7`D!_K-!`v&neX4mUE$%4DF;upRS7JQL8;lV4*J%;M380N0YOO9v4nnM+~Pb zBcguR>3Fg=fBVX7k&i|gMGqaf(kQ78=pAQD@n8{4jpR1r>a6H|+Clx1f>JcrBBgU2 zLHQqm0rR+6Nc1MUFaGa=k zB+tS)6RfJihy9Nm+yB?%JC1bp_+jf`e}pDCFvK~0widYy|B4<`RB`@ z9{%2{0Rh==_3cZvy_nBkUCenY}fr%~&{-@sX4 zf0^MS!VaJV01aTdEOlV4fUQz<{)CrTtk9UeA!>8~Oid}>PT8f<(iFBv;ct)TbCbb>2$h4FMJ9Urw)ewN>`H*ZeeWpQ)dRAY|u z?g|SXzYn-(aT-si!g62mx|?O|95aLYtoRW&jXlrzW)SHnM;#)^kUYRVtrRHA7Am|Q zKl6^t)}Y!K-dVF)=mlp(=J1>#{_<*`XlZwf8|Rvw9`7thQSex{=$Mh@I}A+OoOiD& z8x)!}H9K?Lsj>vcC&_D59npYkfSHz>@pf`ztBwq<9M0P3S^o%0l<&oN;i3 zoKjJU!c$$*&S1j6{V&vQhEYCM>;WFTJ3z)bK$$P&N`-X#hrJVlkHIYpp>Cft{t~P@ zl{5QA&-o}ZP*|q%lXP}#ws0*Wti5dp*WT>`jthC4T8RtWdq;#uZb}p*m2u!@-^|i- zH5EtB*wJ@a-1A`GED8!dGb>r#Zolhn+=d@VC(1_sB3T?qUoE`r=Nq71!|z59+)waP$fmq!3wH@J^{}(=Ed3 z=&*o*(0v=hRr0*Bu^GtfBq{_tMjN7%uv|QZULGMYGTT~N;%O=W1wPx}plto2995Ye z=J_XOrm-j85Ui+pm+&RdLTctgaH7$%eb8&maFoyq1er;W4fG;pVQFq;*el*NNj92e z%-1`<`AyQSrdRjrQ~*46TrB*^FlbM8A_8;YV-;z)E)t_>D-v0(>v|{Y*pQqcwY8_JFQEcV_8^SoVE;LD*+#v5@fo zE@hwsr(`Cw`|n{~sE$ajYN57ZXqS$}V&1D!f^Y3RpXke4vZ9PY+MufQOAauSVJNEW z2lEN`+=uLOgU4aAtqqj^4B^~sw7x}eC_OO%c)qw2f@kfE1oKU!IlmGK)qSKG&=3BI zezD3sDlZZJ#lI4|8xMkhV_^}&9UfXeFJWYTa(yQ}5=MyRDWgg<*1-hsD05t6AfK1x ziH{G2uVeCxQeu%z!xW%{ssf^bsA#OUeJf=Zj*YD!o!qbWYOh`1We37fwKwIO4n?n> zdd(&xBGiB7e2zrR1OPn_QlVN{|4(~g6&2Ugw%G)C2@s_5CeRQ_LU4y5O%tqf4H{e; zf|oVCa6*ciR^JihN)~paJzSpO z0Qz>4%mK!A`ccmcFX&hiU)!LXz1jyeB8s6#Fk49cJUT7W%tJ){ig)Nm9%Rq@wtbIE zFoKkes2#;>x&4H23d^@$x{a;yh;l^C+F{iud`V{n6`X_K(V9i(J-GBm{-QpxW-rRv zbZ*=rgrI|UdC4QwN4{skj?>yLSIZwEh;+kl)yU!Cu;WaLG5Lx(9g?FIqQMzyQhuh9 zWNy5P;mntb$c?Iq$0TEjtJd)0N&N{x5m$O>ioE^hdy$M#v1yiM zS~W3a1$6TVWku;8?$;ASQPSfJJxy}b9`d$!&c7DF$mS_TfPwJGy$SIMJzxB>##zn! zU23jUdO^OgzvAs)SN}9~ikMD+Bz&cX#S?NYKu;TI!PnEi%0zxkx4*;CQ<_{I_r^+0 zQnUU3&*-UWFiHAV(jZHQ=M@{oYk?;~E*Eiy^_;aMZSk&t*UX+yQ7B;ur8IW^>c%DyT4&300Du;?52i`+M>r3dtFDHW@4TJ6xDJ~t}X0C&& z#Xo-$EPmv^FCzhMOjchepa!hhH$^YU@>dh}AVxGQ+51Wetc1C~` zFz;}#UaQ}i>HGT`P-Uq-W( zd@d?G=B8;{f_`ID1$f5RlDT|oYIMT<-K0T05dRZvAw)Eh|4tx#k3jAn2lHp^fCv=cpzqm=nPZ|b_9RH9hEL`r-(LNlIlf)P*hAz81^D4TGi_3hSYYb?M6xcm z3M>@@7@ub!rx?JdHlyJElx5|%y0Ana1>XGo%4`xN^-i4d$)Hfz^%vpp)WfjPZe}g4 zKB5-&U-A)I836;Hvyd}2nspiYP}mDOsu6w1=)=Q7LaUoz!N=;RKTSJ_y?|Y$x-Dy~2 zQ4QItsWL2EuGjpS2bX@K>TTQYuwVG*3&c_T4%f7(*M(Dk9bF5@5(yUIWFes5Fn3;r z!}+1XYauYMgr@wluviE^JCc09>dn&mKW#~Gg{zXSjIjR9Tn2_D@=^?{meh{#q4tr{wM_c z8^EMbx|(Y+XO z^1bNCGvA1E?hi3L`0*x8*whCe8ZROD3`FnL7Pn%4N+)l#0a;eC?qFdX-qoIw6=m>mBqHt!c!uEqi(J>pFK$aBc8uF)|w_Dmby5b!DqnugVBFH4{$eq&b{gE2^JFc8&uwld6ng!h$w2;%5>B}+W zbY~E8S`)4MnR{ z6Hullqq$e8inzvIVQpycZ1qZOjoGtF8{Fu{K|QL@0VWLeVSptC+irhu!<*)`nL_LP zsRAgYUaj>V)8qJ?N_)lhvqe&}MXr1txd->^BPVH(DRbvkie1Fop?Fe(kEfumL#|a< zmJscZ7IU=&YvK?EL&WYTdRd8B;K${U2=9NSE^vk$6{N9U-9i^`q!R@y0-wuo%}Vtq zo-qe$>p~}^jVCRRDrgD2IOn`X!ZIa5lilPL)t$V{#fx}V24uBxR<(2tOKKn+FU7-R zG;1|5H#??TvI@LF7m8Rcey*b!?!u(F36-X(zY)FrAy5cGX!!AW7eR6EMUfWRShwIYfJ7i$!3Aa;9P40wj>jhsxqHy zq66DFi%i#HWse^Bd%kjIM>|lKebGK>Aw|s8r=dIuXJuQmu^B$kEuxyV=>HAiKa0Pj z(aCt}3-!>3dtPMjOr*H{ShM16uM|V22MtwsOA0bh`)`jIcC;UA3DMhxlT>=)pek6D z+V1Kz;Xz~1Ex9CMHSA2-;Te6hF6>gY_35`IrrUYYmXFSraAlW8i$a*#9B;45;A%vm)=u6Oa_@IGvlPnn5>8-b1wAM zt<+HfUj0|W^yz3J!&!0AXQ5N{u zHqM|cvSi_IXFZc5Ct65*xj==y%9a7ANJ5zv^_a?;+QU{guFIh9=DP0*jN;h zdyp&w4V2u`7RDY;!{}o!Hyx@*Vy~*gB-c!(V~2m?iuE5AwwZkMMS?OUi=JyfPo&S8 zSb#>34t8CB(R5BX*#^JjOo3CWUIr;Q3-5ncjAR*wB~VOuYi1$5llF_e@*5k-_wSU8 z4WK$-6@=JU4da<)==m_C9W&oPnr`bqdU0RhoL3!Saq{`3X!^=Q-2@_ZRx+F$qlkAz zL1S}_ir|Wtb(P1o{@z}#ZiXjYufTOYe?Aw9srO+JT~#-$-ar@MWW5RfZRQ4XcqQxG zj6BOd&gT2*&4{i%@dUVOWzB9Ib-xVh3v88@tILR7^=lAwXyO4{n1RK1wVeY_vrlz~ z6}MNF3EeuuTRwXSC@v-es9_Q%gfsSI>PbM&XSFa*61F*Ro0Ci~zlQ4m90dWy_RBlGmAQfKZ~rf#3D zfCJ+z`DeDYakGzeH#9D~7wZ|sISPs~?b1}9(6Lqw>Eo1Qwi&{kb>62B9?9eVx_$ z4f$oAR0CV5E>q`teeA`uW=sT+IBj@)wZ*SS;mzPJq=?MdpoxR(zNz^1roE_<_w_H$ z?ouaZ*{NuW%8o|2F29o@`(LoGhr7v*rS!R=aRYLLoU8UiY3{>4w_wFYkE)8gYO zg&ktr=nTEG_6?&~ZJ+XI3#dvYR0)3KX}x{Av4^ET{$zG%VOW5FwsWM*S_s!uu$!W) zy9s!V)g6!)qZC|hh>A}v<`@t+ZSVl^R)mi6rcVmwbFYfI4PVIHztGplk9`)MV`SqP zkDUpVvz~8sL5>y3#J;bt&Vu;o?mzzl@wz|egS_{ zad%HSo@<*6m6$2?l%=j`E%7K|OT77me0Z<5pfOV@$%Iw|B>)I8=j`UK<4^ImhEI#^?;=F4Y`2-BZ@-uJ-j%53@QM{e zd(aZSWIh=;v33eZd}HAC#7ju{K#)x&X^hufo{HY@wHpk47`gK-5Q1$|hmBJrDkwHp zM&oFg_;g@ms?;QsFrss?!p6wT)v&t>U8)&L%;7i%gjSEr$(_!Q-4vuuD0V~3k^a=f zoX2DE>_YO~t+!x8CPH@0(~|Z6ch5g;?0@l??#rd^>jeOg8S&=Nl!18ADnSh*Z?k^# zOs^>_?wZ9)@kGSJ^On?p^K|>wAjw$gamUU3RdvoA+f8w=;(CLwq%A9<29PWG@a0Wd`~2-8cYXewCq0Q5dRI}eB1=iFGP%R ziq;6tlyLNOU~pKWx0o^4TYo1gJ>_Arr5k|1yqL%*JdYf=#z;Rp$WFP?6}L;fJ5oqK z7$7CjPD)=p&FjdZ7|RVtD?*WAU+0G1{qIBEC1L+W3z<6q=PF@YdB8FwH}r()@2RPE@-NIk^9A9KN-=|N5hpc>Ti;rY|Q~_O81w- z6A9Sf>6BmISp_&ce;dGL6$xmtJG)NT7SfvTb1yT$vRj-7f*Wny*ny0GsO=vgroVZf3n3*yyM$wHWDYTj;p~=#4 z4_aRooDW~}N_yCr@OcyCWF5)=m?o2=R|s$R!6KKFDL={JOIfMujG4ApCDA2Ni|Los zi=HRoaaPu$;<+^9J7s z#>6D(COd|S^G5tEwD$V>VDPdKbE34m{h+mSUPM)GQXFY~{BgG3s}vSPJ!g>;`@Skv zF-I2$&4r_E^I(RqjRti-Zi}3X-NU==?`ytwU%k&`eu!}m93{^`Wv@lL8b>h)%GDZY z$pVXthd-rn`)rniyAb%i^z9PoWzK2wdBxk-5k5~ha)d_ub_2X- za`T|l#C5x^xied3n_%h%s*UcBwZ6P+L5i**Ib(?8wn#L4L4^ceXe@>UIzfVlog}z= z_y`|(+0!VePXs#Zy{F;*Ok=MH^^7D)A)b~rA{2Fhb z@`beh(Ju^RFsZ(v=kd?6EjGFxmnD(iClx`5&0ag^@m^_m4zC7yfHGk_q7Nw<6=i$5 zi~uMz^P-)W_oP4l?x^c+@$-cBcvx!$k3XN6ChzM5*{$o-bYMu4DOepFTNWu>688*$3{9Kp(T>y#t73zcCxN033{NXo z3{ks9fJ(nsl>tF?)fCjUBO_L_gh8IxGiQosfJNX&zuzWp|LljDGFBxdk&4?T({3=x z<}QrP`^{qTZS&O5Avu{*3X0WBvtTB$5cuJX)y~!$S!I#gqGppFKMrkazi3J4UQ8jW z!^cJi9G+yHUyra>wQK+Yx<&dkD-0lA+JV+TZl4pD^=7!!43@whAV94<_)-r3o3{GN&tf{`?A*A3pKH)6gZIT3Q-e7AUA0UnO+5t zU$^v=-q^mg7OHMm(Rn#UI&D=1lqQz3%x@f^AD6+Hwox-jW<1~{Nb)zmE@FgyqF=ss91sG1Luc5 zI@8K_2VGD0Dz>cv_EpbgDz}P^>H2yyFq;Tl=zdP{(MR$ufd{i3UDZG!gj241aOG6C zto)^1Vy)giOXG{OqoR7KiE=yl)4Yj$1o*1A^X`!Fz4?gYMEN!u}p?v;?yaRcyO&o>b0)vBnmJ{`qSl_zu(5 z4cYX%>_fo_7yk_U#0LMZfop9-^p)G`PV`2OQmvlax~i5CSvpN}#nr{K5dErc=ydLv z+MFKJBr+rIXAN5NWMl8{h}PvICSa~uC3Vtkz4Bi{kk>z9&UKsgOrk=^9OPt`T|097 zNI638Xi0@^yg|@4lY}9YtNsVA zYm=DoWjk|Vyx1Lb;FR@CJPfn$M!EyH0PJu(Ol)~&B`ZQ373#CHSPeQ%m*o3fb*Pv~ zoZHguZM}}W$h#J{!|Ytf+_g}xi2dlSJ_;r!&{h0$FOL8)_Hu~{pQB%^tS~^A&5>X; zd9EyzCk#Dio$&{%jFs`u76)HF9HvKvcm^L}OK}&*+DUsGOW9MbUKrp5W@6I$F1bn9 zlNBP{{Hng>T}))~#=a4j_W_uPnqUJQE5Uo|pQ{08Nf21^@8FHF)h{o9lq=->z-7zh|Ce&a9(Medh3yx&HtU zu|J@EN5pceZc-yoq;ac&3ko4v`x=zmA{4u1p6)YCJRi9%pr!2b-j}}fU5|pcW3t~3 zd~=K%bu16B1LN6u%0KtFqWjd%fIB=0S=$^VBV!tMX*Pj6bmD9 zyNW5vS`@^d*I~32%)W5#(25vYZ#vCTpe@G3V^Axknl<0N+Y`cWF5*HjnD%Xf7lDi5 z1M0_&i920@*z?sjjvaLZ${`GM5G!3QT1;qnAjJd$-;$+}SisFR`wn($fiJ7r+_4C- zCKGtd<(ITC&SyMSUsd0atIB5b)jIab!oJ13q+#793E8fHW9+dJDB?@VY-uonhQAcB zvJjv#8c3MsSvqwPz~hcsCH`c7b=c4a^;IJDp-8&c>e_)A4?YnjmjZA3zOKkTR&uS@Ncil)AuNx}LK}%stUQ)s z(j?cSr)5NB2Mfro6We3dJaK5sJ#ln^K#>|E5FJL;4NcDNPXwssqfQ^-FxN|gjxz3w1P!0K zMIFd-t*p|U86Wit(C2;D^eq(z)Q`YcCLi&=^eAM063`oG+7xH6Pcp{{FEULx1yCwr z!=*OpWX+rRXq(pz*Mw+H1>|+o3vd2a{o&^gXPSJ!L&J$ZMD?3fb4`CBL5u{)V z`tlU|FjXeC8BSbvf6jTsvN{BP;79WjTkhSjm>AY&^|C`fKAybd6ulQ15h}bnfh5Da zu$J%lD2i>GE+$$LDhrRy4FRj zf%$v(f-W$ zz^L+JUK5Qlaw^p#zh0M{B$1tAsBi0j3+7sz@TE)B{6jXSp7uKKiKOlJVrw0Ck$_CI zOq{VrO_;-2@Hz*T;1VO;du$(70}{OHiGs_%W>3oa4UolX_WiD)qB>blZ}?^%8^bYZ z^VPND(vE%{%{^wH2({XV5j1H@dAWyoDD*U%jrJTXQQGv?LA1BeW4a`6SkJ3xb3-$E zOV~vZv+(e-bJ`f(XK$0NQ^Xbd*>zrIU~GS)n;24w_^RS`d3ajUj5keLm_PclG3`+L zAeN~Kg19f2rs(>Ug)!;qw0SDPZQcb!dc!-ru}_c-pr z#(jHhXfkx{*#npYy+KRqOmp*rON}H+rLw#i=+0)IhYFKh0K|qTC_3R$BSaee<8TK> zJ7LKDgQ2us%~bgv%}{Ex{`x!NNGMc=6+MKs+pWkCqNk5aTRa@hu#YbKlJ3;+z|7;J z;RdV8Rp_Kfr&ocFn6oqza?4|1Uw-OaS}3=Qyrl-Et;hhOs2?FYL^Q` zzr43m|M=Q&=)*b{r|)E6jc*ArC5B8ADL3We~;rQT6&Snm`XouYz}=LaV} z0OW)Z>uemKmZ$4c(S>ZAwK`|-z+Fy50MU#Xk&@cchqjj5eYpx_8O|`5p&++0>QC-( zg9{%t%1haDs4h0w+yk9wKTOx!qdn0psHgovvny zWT3)Faewg$j^YgCP=?3qjxJRnXOC|ro`S#RB3e;s4Mjwjc3@EP zcrZ_6GiT33rKj9#q!Y1189r zjQ}a~vyK_D;4Q%h+6FniSdU!W7mQ4p{$@_}A{tGK*02~?g^WRMQIw^*Q3P|Ng7Ut! z^h2STHu{0bOoIOlgm>#b*Q`euMAg2ly3ak^eb<3!ewvKDU;5Dm^WsC5fi7y(!-l zxNe^Q4fs+czU}*Tk3+H9XeF)fV_2k2_G0`JwPl0?EO8AT506!3ZEY*vJVEtoblT21 z*J|49)$)f?X(gJnk7m9(esWakXq&106%v2V{%@c39^QQX{X)_G>+JRJ&0xDP+4A?g zpSQ8&z=wGr0vipe)s+M7-vH@>yF?$Yi?q9Co8N$4T?Xg2?b8IGTh^9y+q(-N^HuQ( zhaU^Seu~IA@j7Dt_@`i8cq{F{35s)iDg8XI^SgKw*JO0| z_h7{TYBVEPkVYWr-9O~y|DhPpmDkh)W4Zbr{2d+gf3-PTD~~Ssf2}~b@HMLy!hh2= z14Y~8U)Opax0Lcrm7aeqjp46GmB)dEv|Szlkjwk01(HtwHf`QtR@+-(3HWbQ{ZIG! zZ&Uq8RIR7U%h9niOGn;{O&0-yBOfGB7&;4Iju%2uj@ho-7c%#OGV#Yii6WNEU?$Q- z*Ub7A`)l=3>r|L)kJ+H!v`~6qOK}*7Tg2LzUGjv3l?tF;`*)1}M;8?KM&mB&3g(#P zCk29QC*p|iZ>n3e)K`pdO@6qjFF8=lc<#j#h9@4lPWKzoRciT{U;iT;{VSNJZr>J^ zvTq3MT_X_gf$O02?H&cS+{+h4&Gof0yWr^%E>m<=DZ}75KG#2n*2ssrJYT)0@})eh zyYFBv18J@bq|dVl)|pz-d!$?B&vW>Mv4}KU^uPBb)+;rC{FT=JBSHt=ev(cA{XSJn z+a%TIHEQPk?3gRg%&IzA^oGX1bt|~1JJHJ5f8Do3B^JAXLHt)H`H$>XELR(vj~GN; zAv=n#8LF!ME%8SHk>{*!MgY=F~05 z;Do&X4am#9tNkRBH{t|hZ^+{#3;0$q>i2E7=#SR9XQQ8}bdco#|^o zwq*^C*f`g5Uk5g+ed&!@jgG+A9Bi{)ZC?Fo@FGfCU2Qwl44rN-ZY+^oC0QF(c< z?*qqtcQ{koV36O4%5~hvZ22EGuQgYDRnc_u=Fsy4?1WN3`PwY}jH!`4AA>wlO4rdX)S|ThlYvwp7m;Wou`*>Dr{8#gDz;`y7 zpKRN;?bPaDbIgBCY-j6V^iEO^Ibp=VlCPIb@pDEbO5TQKY1-n_(4RlPrhC#=E8~Wq zV{?GR{e&${RET|p(T>Ds{ZH26d*Zkn{I>Y0xJbKi*|j&HkoFPA+a#b{WPBpZ1ypKG z_?l92yIZax0rgba^xGMAba2yK%{o(pempcd7({|~XO3_OAO)oUp6CA#=6@|N?75=% zjpE+ia%Tka7$(^m>B#UkX2Yat12QJEU#xc8OpebcSJbOLKd@^t+lCTVGlkT)27QL3 zA>?paY)XIqwGjA^B&Bf?lyh>MPT9chNhIeQ_la+_nc$EA*ca(EpF)@usn#E+K8 z{*xVBDL)n}|LBgUt`7G|O0UnA>}Z|*qFy(bX8rM_pBf|vE0=5&Lo=R~VI`~JE(YId z`u@paR;6B+>bVB_VvdboG@Tl552?f2(ZJX@`M!8GZN^`v@d?`L#(rvM|qx}Bl zr7;;2MdTZ|Eut484S@!+dw`%}s+NSr=;in)&ss6L7cM)^AT3IXeZ4draP2e``Q^i5QJGaa1WTk` z#W$UApW#o2^SsV0e^f@*A((QJ^fSMLW8i>mj1`JzHTp?x9@r{NakR`t&8@d##Gtp5 m!ovaNFnTtjg~(k1pyQ6kDs&DCQh~JyOnqUpo*%M)&;Jif++dIZ literal 0 HcmV?d00001 diff --git a/doc/tutorials/features2d/feature_flann_matcher/images/Feature_FlannMatcher_Keypoints_Result.jpg b/doc/tutorials/features2d/feature_flann_matcher/images/Feature_FlannMatcher_Keypoints_Result.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7648e58607d662fc81a6f7f1a0548a87b92a807a GIT binary patch literal 78779 zcmdqIWl&sQw=UXPfM9_D3ED^l!GaSYjXNZ`6Ck*|1lK@-KtneYBtR0Jrg3)yp>cw{ zrEv@Ha(TbK@3-@w+V81zPu)5{&g!bJRcrN-`HW|dHP)E3@22jS0FRX96y*SDXlMY1 z`w!r579b74!obAD#K5}$!otFOfQ^rXeSZ+);o;&F6OoV*6A=?XCZ~S#n3R%?nD{CE zQ%V{dAQ1TY2?L0M7DP=8r2R_?+Px_D18hPZ970-BVp7`w&&ORGfEWj@4(%8NjRAm8 zjD|sscGn4@0RYf3?!CSD_y0W}U}9loprhg7-rv@G1VBee!@xktK*z?z!$8BrMMKBH z!~#4ZCV5Pc%|pr{Nv8gUkyppmV;F~AP{S3PkeF0H0^;KrkkZr*$*CB1|JvF9LfXv2 z%`;TX+^Z5+b#Skh;$H^;FnR9;+C4t^x4^^zG<0-qY|MMmFfcLheL@2eqtlb{NPaDE z-&Z$v4S^0XV=(X@U_R!P`ffJz3-+yoQ6uyai`4CI27r%&c0V)>Vt_cH@WgtospW9) z6RmR1V`AzR%^X!J2G+O5-M9}_a98WaR*0wpVebU^H98E6d1q>0Vn&c2>SbYQUr@ZU z-~a^VI{y~2IBsad_L^vXi!LP;la+mb2iP2JQSJ0?P1=;*;w$q!xh48}2iOT@Ad;Pd zS_a;x`4({l?IXF(SGUfMuPB=9QRhu}fUB9loju1N2AxSe(#EXc%pkFNp*en`BGs2) z7U$L(XMP2h`+fHGAY3=0T?{hMDy6;`Y4MEk{q(Wa-fJqY0bTz|oy3{*9bldELY&~d zW6L*tG*Sl`dK^S?2SB!O2GVlrkPJL_eYex-t6zDeaze&b9{LpmiFy6=jPv9Nk?w)y zO0t;$J`vEwHG5n%YwKOUB3aBXzDJ^^)BAeO5nf^3s{SiNrnBdvD;Z|xQc5Z->aE?;5J9luc5}1`#3amGd5C?8m={R*om@1j7!sCvbh@1kOX?$;(#v88|9j+Z{_DaNh z*AGNX8%r1KPqt1k{cLRBr(LV0zJ$K1g!E`g8nfx9OMZOaM*Y7s2WLqIYS*l`?oqpz}@6yhE z@+d6$Z!ItZmyye(M{kOYB85+x-oU(3nu4c4XA-1qTtD%UsMAl?VcFWm+qvF7u zAIPG=TX7q*JFU5t(2n_NMe`fC4HE!p#^ z{nh8kJHlt9d)T;<{iZiB^FJl4{D|b`oDqCwW=pQ3!L7I~5*J79e%(+rEyUqJg&2>T z({rz8>plN(#+zZMV@8RgLqQu#J>hHB)IqYJ@`;lJH zC6rfD1>(JOtJ|7EZ68=7g)=c={G_zX@O=H^)A&-tG!X|V@T2coL2d@ zflyAA|GDujnbk^A^@I@1)YWG8Td)>$N1sW<19LZ>Xxep}AOg&2WG2|>ovJhS*Kr(4 zj-1Z+kr_*jTbcG&X#M1W8h~HMoz_nIwK+RYc6^SGtzFpoeFw+@pPpYdhzPA`<%@&_ zIXE1(@?H4>YZ?=N6`mE2T`9et##N%ma-9D&yn*ISwmvO}BKh>HxI3EPEnQWoMMF z{1!P8UbJx9@Bm~3d96=f&y*&%Br2a9MSFdY%JeK@8_$?{ZTUCy8*u$*cVu3gJ1G~+ zn13f?Wg z!wnSKS1o7JS0eW+-`|VzM9koE3o{TsPzAgHE{#egx*&-_?KyeuZca{n@6=5FSpQav z(yH?OJA&+%~?bs7NPb4T4ML?kU5S`=fJh~8f7ViCUd zSC^E)e}!-O^kdL{ZWsI1SbDZ`e-H7te3a-vs4n)eAB>!N-rmqmULC)M{DVj~rbowr zYKi+7myet0gIeY9#hx;QA}w-3!U# zY<~EUE5QFqkbVt!fI!H-6u11}bD{G5y-WW}k|L&mL%{fc5ZQl8#Ss6W97su0CAr;n z^ng9DH266PqA&+%#OQu2A1`?{nEap6W@CC@){eBA6lu?>Yt9d^@=`oJd^+;O8yW)z zh$tt!C|`wo9|BksdYD^ZI(l)&#b=%6Uq!^aeH@Dm z@>$5ZYJ~)CDO5C4T>9(gRBN3w6>IO4~u!`2Z>gl!@~oAq_`(mnLi6KBH%vD)H}vB>0^svG!LZfqG1 z_tC5#$SJ>+pY4GB>U?`WK{3?ZKsU41EXK4H$QTpX3g}B^m&}F9{lY zn2~QHDyMBi!e5%M$m?qJvRYt<`o|N+xwd166{J0Sh|A8|o>H0GaO%JZ+k5lLt-n8D zI_gXWF&^U$&iPcJp_H57&7i0)T}r}Eg0`NC9q+RO5dt4{eVs*c>c7|Yx{QWj!`LBD z(ZPj`nMAd9r(zzmodse`zzdsApv%#vz?oe2lkY{UAi|&oUD6lNt&)T`JItO$JojVx zpUZ zRowUDrHTq^H`d-q-t>(Q^DJ3km$q@szLf-hhAr~2Bn-BAl+KB#n|Pr0pbS2)V+@6? zFG^_Bwgm|`%!DdUSeA0hyD>kTCoE}-t51xV-^7k}A0`V2FQ{aaOi&_{B4TR@Ovyn6 zEYy$i4kkytvGX&<<=}PHN5~AtR;2;lWGYv$`CkxA8i_;5*Rk`fv9MC_7{|}Kt>H!E zIx3l856HiTsKyHsFg{}$ss(RUeEDXdQ#r)JBh4|QNJ>|%FsSr}1x6Ym49Wr;y&f`k zUfR88mS5I!(buQ1Ctbw>Kbo&`N*MaN?@2k%F7Or(KJbutV&uRspv}ea8H#gG)$_Tk z4i2TU=ZzsHdW(Hs2XzQO_jH7;&hIhDLOb^sAHe^9nm9 zVgzSry~Pd|OIsn6F9QygHt@?H<$C|+WEUg}1;GaP{B>y`fDLfHKe34%&X$XerTpJL ziAuM-1Hg0c6NUI3zx~3nak0aP`#K%CXGD2nF7~TYS|cjF)&#gk@N!~hcM_4PXc-9e z)wW#8#J*1l0ztv^i38Q?ECNb56b(AM%NroN4vNG^ViJJDwnb6R{c_VeL=|} zB%EDuL#U8nuxQ#)HV>NG4b>*HjKgo@3)U*#pd70H@`v#7Ir)k7k<{XGdC*4#ius@Q z>Vl^lMLQ`6*?eKywp;^zdCHUyhq2VAO0=CJ{&4r5fNDOxx`N5?@`k(ZIu&M|I-h76 z;-iY|67p2>hSv+R)#)HYr;|f%wMD=*@;gB8$7=&|^o4>z8^haVt^<39>_?2wRuap# z?>teAb=!Kg(;S}Q?J?d70(lEZ{8izyQL;-UB1=?Hlh(LZT=^Rn2i|Lfb@ z2fQsm>R_YrIYCk&^RYSR&zkK^5Tw`13OO#z(RkV!u zcf}`K)It~Mmt;;^KLsA|b8dZD3vb;ty91EN{b`Q`m(Kvr==64{LnmUTb^*;AwW6od zM93ge%!}KLE~ZBI6ySf$cTDrl`DHbi6FX5{VxJtD(#e}b62%h4pZK(u6aBXP#{1fqEaz-*d;)hpEq?lF>-n^tsfE2Vsgo zH{eAN9ct}{MSC&CSxcOs^A4c=f+;tyH%A(X{A+ce!E_wU8gidVrRe%E-uUoXBoU+T5~$o|v+ z2I;5o>oiPVdWW9WpC0S`e;%>a(riwsWlG6AFG)2GIH55~KJ+D`v6)LaJU|V_`uvlz`bg7k+2et<{O4PQyZu_- zyLM_VZ&aNglQ0=nsP1okq|h)BCS?;}xdWtwXbsy&oc@vRcAtfxmwyB_GanSxKU>}# zJ|_-7m*$!-KWkikV7|HMb(QrAmFbN-w(nY=t8#P<&y|`GW}_TOk!Cnje1nSkPD?Ul zfg(he+v(%P6ekz|5=krf=fsTqM|J6qylV9BdzMEUj)jEI!3RSy0Izjnp z{)a>~Tx}Ok85Wfl;KAX1DRL&=J?eAHz<Kz1NTv-^mL^*g9l z&)3P!Ypkl#6s6gCEF&BZhTX7CaO5Bx|NFqM0K4p3?Y89u|2})G;8u$hpJlap|{(R(u#`; zQ%s2VIwqeS9=eD>AU~^=7T;m;cb{ZMg1f2;z7Z>PK8GsxT4x?Ea}2k~Zg5UE@S)*i z`-*$9e`(=aP4HF(EB;ReU zJI>q_dEd(E*ei1V`P)ox&F!kgY0xLDgVEvoY?-wYMM}?NV(8Gci-t(*VUuQ{h zT~>cN1|gfpa#4fI+?HD2PU>0>55gqT+NB7VwiQBuT-$G+e???s@2Xe1GN+r`!F%?J ziw>{e8KnDjVJzwXay%f=lkqU*Xb5OX@h;=i%D@MoLlO3?5J9Rdf=X{$0B~DQE zqz_Fdjk7DIlE5AJ9#qJ0#Bxz11pc`6-b*XJ-K)en3Ka@hH{a4z^Msp|lzs5b!Iz8zmpPA44FPyeT@b^Fu{(2?;uA zI{=0QrU^8^Ia-BaoFNVhPfgy%eb~CzrFj!*vg#Eyvv~)|s*Tm6AA|Lsv>GSzO){6J zR6rHBaCMe=FnYP>;WYUM12nZ#xlP%Y%n&RB$4Jq|Qo1--WUwkI7#DQtDcwL7vl_Re zdiCT@fX2^~c-+z~+u1vS{~ciD#qRKFM(f$o4P)RulVmfGn>>_RIO*VIrn9^_zPtb9 z5ZG%zSWGk}Y+WN_C0NpRE!Pg0O%B$i$*-U!F3Rz=Re_eMkx*z7JIcdU!~RNT@oN1R z+UgWnwR;C>3EHGO-Q*RW)LCQVM1}IhUj20CfDb=rOSZC->Kh?-?@bsA8Om_)+|z*_ zPF7nrzYn6B+Uk4L^+UhSA|58GW%d-9UmNdn21;n1@wx*niXX>bc?9G;-yGcm6c%e0 zU)0KUJm5{@(V2LXTo<0F#oz(cHdfcZ3|X$Hkqkg?PI}HkdzdV_2h;~9;AX7D%Jh$_ zGPhRcgNf*BTd4!2=U}hz0RJ5lpoMu^ZgWl=ilTAe$&GUNFY+J_rJ^@jfw>okSt&&M zae2A10}6nn4!bHY%o@gIi-#2;e>aJB=+Yq?;2^*LDe2_DQ3d{&fpKOodRnQpX$b2w zb_ZxU(NbJZ{tlqteHAtK?42OFp`x}ES*8vishiZs$kB;JugLwgy0a;6G`n*LX8rmP zMgJ8uMvKaNou=yYu0%!VSL%vZ;W@PQ*6wYd>uWS(cL3?%rR7e3WL%2TJ(~8q$-R;k zIl&xXQMP1tUKe0SbUdKx`cQDrV0eh5og!-YWzg@eOSzi{vC-Pwi#tG$^K34gVJ0Ho zReJxODZ~d9jYq=fwF(v9Qtx=&z3B`B_^M)V5yY-iEirfNWLq`GLXuBZqh&W!)g{G< zqYiq{!QNv0XN;I<{~Z=1-t*cpR@t;CUn)Wws^=eyrBcjocxsYhb|Bi1gtPREp%UT*%a;C4G)8A5k zEglLHmxg^$23;MsVIxKM+$bE3oMZa?R63nUqOjO@D&FY_YhitkSjiL?6%RTT?Ex+R zw+=_no%Ab_hp*K+q_tv_z5FK8Y@IMZj8q*M(xnErcEP_a3Yd23md8gT(n<7i(W_h^ zL3=e5<~*ryRq1FI*F*B_L0Px|hBo`(aOWfEBTk+^pD_D5MA<{Z2+@Mb$G+Q|cp3?n zK+_TbFZTRb&~@)q%Lvq+{O6>G^{+(U)Hw5bEFv=Lt!r6t$7C+y#OEV_MD9)@zr!H9^-3+7WFM* zgR2FHJZ4po&;!o5-PbRU?SB_3Pi7PaUBiOrE(Q9N-f||GeXHr}l-r_sErBD}>E_u> z@Try_;ysbrUpZn&2&&~fcyra&tm3P?hk}TGwj+Gv<~ZM2=_2i7eV_-qF`qi$hPKad zioa0Rr#=`HM$JOcwo8}UM@xrx;WyG8&X6eW^;Tcunc)kD!CCf}}*1A7^$u8{8MTZse8`^Lepm^4jU)YB+a*-8^u%Su_3iWhmW=_K`VrcqYOD$I^I6Ix^Ja8 z=-vTn!m!f+eH)2NGc0DCu<0t!fGizi{HMLOU6NZV)0er}NgGUcvA%IkQu{&jEa{h? zrUexo^liyHNewI37b%C{TPz`$*dfQ1Z?2hqJuhymgKF6C0CDnv20}e5-5_2XSI}N2 z523DDbwILQXtsj~lULFN^XAsmr#JZ4yB&~$Gi%p3kARfn{|v?PH!r5g<@&?3LP}Dt z9i#M16^@qfI{iZ90`v{l#Dfmw%z()#kTJoW`bRJ_)Sj-S;)xh?4^c`M>t;N z56sC#X%)o!HXZvoV`uf!c`rTu=Rp*I(}iXUR2%Hr3rP!3?%jqH?;J-Be zd|JnrL%Mn253Fe{nP|@?EvU}ZR({Z(Xz;0Zo-uUIxMbOk2s8QgU>Bu*2l#{T8-I(i zT-39SXuav#0NZgmfil?yT;Zo8*7Ucem$750x)SOLXV7D0?VNy*F=?r>5X06+tW>Ec zIT#HI^Uqop(fgaK|A8#eGNRyeNkO>A8G%8LCcDvh0Mzi`IgzN+`OS+NL8<*eQS*`{ zYAUVDR`;L6uqm^n#9~%IH)WR|hT%-$-Cw=SBAxO%n+P0=b3^AXMpTaJCXg8?%Prmv ztQ6zCo!Z_DK+IfRw(LQI7~@WTZoo%*S^r2Q1UlV)YH+V{85cZ#kVhGn3LjT_&s*;$ z<^xK&RNMy>y#*}U+IwU9kEhJ`R?vxetJzuqIc1Co_L`%Dn3xJ~SdHc5oH6}eOT58Yk%uJ4eZ8YSvs$u(e%Wo7 zTL+Xrn`WYM^{X8V1X@3`DQt30?;Px2h>Bm`1g7o&sqSyStM;7` zM7B#A)$5@iJolS)7}kmWf!SP9UhG7nMGH~5kPwy06l*n-?RA7&wTRPDefnxVl@T*a za_|NFKmq+ix(B=9{Qi|x=%2m+5;peE;%$Gfj@)}8+tu{KKFB)onfML_urHQnWwoS$E`VR5lk|NRuV+lQ2wk$|6-NYa2ZEf zEF|iPx)9haSE7N_n22P~FB z4nM9uTR&|%=(Wp~))uw9vKZY9|=p5KMl(eD*MXwTuSx1!1{TU#SfIpDk7H1RvsCA2=F$nob zBI{qM@5qY7<#oRNDfvIdBzr14Naw5dw^nN+D}19Ixa(+SuI0*o18KASU}!Yc8|+#t z{!fg_9*NN_w=xO4{yk*^oCn%@y6+p=kB$z3J&!K@FV-`~*VhdKAF!X4oxJTeFw`X$ zO4c^U0NyqcQQvs4hYV5L-fS7&0nQs*2N#zohZYcvcYymP$lY5St)NsIQyGS*cKV+R zwkK2Wi@mgSp%*Dewp7gP5liNG{MZth(*)y49~FTne^;XhmQ+$hB?!Dn+cClXt^bgKw#R zH@2|C?VKY$X5lrdrRzA`Lc&wbUMoYi`0tg8o2!qKw?SC@!XQeAh?#tOOG}Q_#(E`+ z?t`N+w1;1c?*Q??RGvNtg81J;u(2UNi1NmxQO^(ok&RQj3Uhc|sj=9OXh01vB^%^r z+z$9?J&STz@NACH)ae&<0u__;X!S=?y`nrtCZ?9ab?0L4?LZtS2{7S&h>}$Hp&%|^+I;bCBc4lB#I0GW7aPdc%03%rX2w0f z+h^}$z!y;M_gD$Xh9je^L=F2L?=x+4I$8|kGa9ws*!8-aap5h~-N^{nd}ZuLCEQdd ziFS}2lp@=OqRxU25^(a%V*Z`iXRnofSUQ%*T*b$%hh3zZ#=+ME$W_|+`-T^y*RAep zP0}N8Pc+a-0#uPQ8!buZIo-1e@~zZwUHY|}?Cj=3+yhv))}pz4w*pk<3=vE?OC&9x zdzo!B2fMh3`qblfOZ8&H2el&~w7v`9veMAf?yDcQubl8KgWZQH;j@{!PG@tT)}B`e zld>sGrC18k^>VWZVGYZS*Zx`D;5xH8;-Q2>9;+K8IJ8&$so%D!&6muR7qjKOnh-4W z$0@Hwx!FE=VY0=6t}Z52<|lRGn0Yyo)0u&m)9yW&Z|k~?M;bHOGa@qJzj8c9zSyw$ zft=6x%A_;LVxD9}0IMNjyH?K~T$e>Nd0n~-DvHC3Utg7S@y8cKsAGFB-juWd6h`G_ zdb6ok_gmm!Rbo>2sn3#N1a+Q0hq-4Uo|G@ZlA3#kRscP-y)>~)+N?!wqR#|5kX#r`_EDl5 zCa;m_&Y~8`=!Pvxjn?PpiF8`NQJX#EB`u#-elf?L^Qq9FEuD3CCDDgIS$B;rLxw!V~Sj^zatS?Hl^oXEqI%BDSo;lR<-lIr}i z<4SC+_jNNAgL_gCvjK;s?MDx{@jbVzVDAZDNEfpC>c?1Q^={I7A{{Q@Rf7givIX7n zufu=`q=l0`6NRAn$QNq17=4eR6pvR3=ROeZP6;k!eg+p|hY>GuQHDYk*lSXTH zxo}?QCdSVP7)fOM3`d?|ynytn!jz_Tk_~pT6*@GvRMf}y)nrFQU3XDr7^{c6V4{m$s71o&sC-M-;&wU$;qj`J;Nl?3p^ z=J2=ILK~YLTSlq+^>hcn+b9bxFiN1{jrD@;3I74`q~t29e$HJ1Hld(U7=N} z%&4uenDy?S8VcTmCS4-T;WN+rhLq`3slI*?+io9QZmoUW)%>9MgZwrDf6_NU8ZH*s zpRcsKi9aVlqxu&StMo3RPd}}&z3C@@g;8m+ux;AwK#=j^6t1zb&@mjg>z`}$4FM~+ zsv3t+TI-bc@W)X{FZ)9EO+o`DQJ*#a1vx9 z6l?fx65v#HT0w5s>-t=7bgtsHcY2YvBJmu06DvD=*eJ5@>I3Pq`Hv={-ry;@$5I4~K4cDXNyg^|$p4C(&e&t957rq9fuQEU61+dQ9AdfU&yOmZmnyB}bJ2^#@mvp{pM zYg7grs>%nP6gN;%R30r^ER>?JRup_y`FJHmZ(<=mx`bbB=uD z^OsHTGSTNtM@u&XzwtH$FkoF;&1pWRuc?z)bE?k6zeS*Qp)bEnv_Yx3m&N7d0-jma zPHc8_*xNHwD5O=&LB}Elq)kdIzZU_}&w#;TpQ9m+IOuQ0IIR*#w53orK5tvx{(-k5 zlkI2MQDiDjdY0=D1`@*%mw{!$m%kM8O0CP(dV2l)_zR+ZKZXT9PzQAXSbStnXUxx)e=E}!p1!{W5IY)IX@G`C8EA7Y=?e98u)H@#jpaj-x{H39 zuPQ878uix=7-@+Mbh*@eAJbu@SvUbcb2rCG#IWLzVAJ*C% zLi*7K^5VNjuH!&+N+MdN&&?0PnM6931!u;N+=vL?G1w=~Dtk^Gkd4R?2ZNW?FuMPK zxLl5WORbgZtDo{ii;LUxX+R`GRptM!u}9OHXm4HlQ|#SB#X6)D9tZT0DNdfK!b3r1P!qrZ#~OH zA4F=@=ise;s!f0WH^E^PbreepRJ3Lk*5B09j9yhXvNd}2P-q^a`?i5!fH9QgPq=)I z@5`a`ssN>mCG(+K<|T`r7t#Neg;~lH zh8#_}ZW!J1RgZnMpc3mi4z50U!l~J~Z%zYGKYsMbGrqW{@Xj)raE) zog&Z!Q+u}+#0PXjTiFj!{=zeT<=w&JtzEVMWOH+S)2-=X2;zNpJYU|d*c@C=or;s+ z^TUW8p@*TXfa2!kw}_&PKNOk$paH?4r5a4&ePPv{Pzg=Xd2MEudMOXdGegE*WT<^A zAV}C`9-zzVN^%=GG^p7)Zp0GY9tsFaPi|o+OQ^;=U&&F{RQQ$rmSIi9`oh%nBAWJ# z@V?Ku%8QZnih8sMd@g+L%!1%f-XWQ<{0*trUfN!pFy8zX%#&bmC+`QJ=(miIo1t;^ z=A1;G9EW;VkZ|t_TN$U#e;#KCzxNa8BlkYmoIS*Qxi}B;TA#p&SE+R#e z9@K9q`Aov9X7bwhfjA~t;pc2>?;wQKG`;p3JD==~bIE!SdjR2=)Ij`@6m%TM4xp2# z?SsLHAl1ROFnYUr=$Iv3qu4E14TSUZ_dF30d`RR_xGJv;I#B04=PjGKa%OQ6RUk)r zMkG3sldTl2Bfy8Mbu7o*MSK29V9^+IksqGO{s@+YoejoHkYyN|tyHRrBF5@AV^^)? z9IY-#R&BysYQku-fBKKp&o5!BRRzTZ$v(D7GT&cM`+8=fYc$^$SZ`*R0`H_^*E5F1;Rv!p6z>16e+4D;8= z*&*@!-@2*h(Z%XWDqTYQ4Oz7U_*_tu1a<)ocYH@I&&cR&e5c<11L$lyt#K}CX;WeK zQ^QuU1QVc^CBN|}-s921niuBsfg~-}baFVpxvO+G!`WI5jB>G*4E#33-?+9?=?GOr zN<1AT?W%O(N(qu|*bo^f?JbXtL3uBQ_J=74N zgCUU*<=lc^3uvx_ysSP9&=`)gr|)f4MXAZ1yuk=SHn;;9D$$L zZ8z(3*}jX{FT~+2XEm|@>Szk3Unn?GXL<wn|l_Nfus7SHJ9*JSIZ&2J*MPxcEWO2;O>&h}*7hp!}LkKUPxH3}%)?@c}&yKIT16*t>72tT#!vQ5zNu z*MxQ#)Vo)Ti?C)|9$&m*H0XIg1&NLE6x=}y`1JdT>2ax-6nsNNqC%fZ;VhA}c}7oZ zzuNie-=?L{;I8#G22z@yoxQqwhRR1$yP|aa%3fdU@|5(~`TlsO$#+qPETnaas7`Zr@KgtjvsWQ=On5q{ZLR9(S z=*Pr-Bjnf%6syHC>m{Ql3ZRa?j}*Db>7>n!a@UD+r$Q~S$LjrNLH zV+JprQ`sz9UOX{l^PI7!Lz4EJ$CIHFRX}QRB=x?g^QG-)r0Lddcb`giqp*1853Bk& zkyG*$^F1${dFoDiS`{(xQPdu)a3`_m)0?ryb|$uk>t&uaoDdr#k|eDYvI~xDdrKCO zp%UwQZIs79&$qMy`1ts(-D^wCxNfE9!_#F|yStl#*jz7_Ds&6UK7_!yVe%80#mekH zDtd%y2VLhpBY( zh>?OJvFE46?yVYQtObRV;DHaj(Cof|pQojbbyV~4*nV$Nd|1AnaoSX6`J@Y8jcnmF zWoR^-OxoJh>2{qg_-bOYMx9DRZ~iIf;x)Pm9; zuXeW?=e4k5J2{0#gdR%qGx4<997Ye8G)DIse!4qNBx38)6&HPQSEtu56#8LzLskLN zr{g{GEH_yLL|qj)c*8Wr5;9on7+ae&cNNZKZwl|CPwN~hmeW!A6`SLfi0S#_p@gwK zD5U#r)I%)&m-#}X*M#cJ^g?EJGhf0w8LNl=eJq`fQ_^^H-OIsT7oelFG1KXl!_~b# zUne$PKEroO~OUiiOY^b#p`BL1E&3Q?Lweq z%Bm`Dy;G#G#7c!#8(-tVW%W`}-)B3}8(k=w&PSY;Q0&HI&_P6K{-dS`($8hK)TKVc zrc8QiT&JTGGvTa7o?fKESGA7%#&d|iy2jCgoJH`3v5Q8lowq_d2IVVqkcJVNBllbV zacqtj-=^~kbljYGZw_1b*!6HRYT<$y8n68Pm<(CAP)-k_yPMo~jcU3DsSXvI0^8Cf z(ASiyYTaAVqc##ky~EhSN=_t*WRE(r+EKKQb`C+h*UZWG2`mhhlFt-Z`TXnnihLI0 z|I$gB&Eos#8sU}!8h5S^0Z7!R#`EM&WAKwROgHeh=mdY;bhh_c()Uq@Z}XJ8G_UXf z*f3snpTPNL?sK`!|L-RzV~JIxuljI|!@*CS!C9pkny@D}mm!#Ojaqf$$3jGllvy`b zebSqyf<$hI-(c6f+d=ztx5ZftGyH#Mb{$<;jX`nG*eEtfA|*$evMQ)<-4=7WrIchz zpoNR}hYh;0ViKAkfgHKTu*pt}U3x{b12O|9?6~g8E)71^JSi}!Y1{8+LSUt~N|Y7; zSgJzV_!n!MWfU57-9<*XHZUjtL79Tr?uA=&Io$jaOHufWb>FyN3ZXcICY>TtmW5fs zEvnS~=MCMJ*yQM@0F9$M_q&$WwkVq#8GfzO|@^o)o0XB2=^N#t+Yk^xy41P=Ah zUs8)t?eNGBNV%zk7~Sf!Avt9hFJ0RC%L~)1&j)`=1-`Sz5%a#JJ&={biG_FzJQ3oR zmF*V1a2N?R5Bgb|&}WETa+r9P=~iPUlSNla3S<6UfzF_s)VKh46A5fO*XXr0UR$kB zkEX{Pa^2;yIPoBNYjbZ~hXn50V!Yi|C>R?Upj}FfP(Yy&a#TEc0%^l3o(gLWAdE7l z;HWWbACuyt1-ZG|YQ97k$b{ju#=w*AJ$EYYxLV6E#woqz1m`U!>n5Rd9ygxPMOnv8 z1HYilOS}N_NE4f06)fnPX{(1!XE~U}a#-c`&+o2&DpE8OVx{1I6iGD{kBqyY zO*2^qQ_<<`T=jJARvOf~aZ%~C?!^4O_0SBM+IVyy#R?!-k~Yv;jQ$doVqV8vvA&^O zANPUCbXET=i3i3=?${%5Pkbfl3a!vYSmJaei;&l)g5eSbp@{5-vB&A;sjB z6c5RzhIwPUpN!+!N|`Q94)=ehOHrAgS7yR?+H(jb;*vW7v!8Z}8R$PtTV9(=G6H!z zW&NQ203dvd-gL1Zt8cK_bNYE=(~K7DBhHlnTiBwTQo(f;lhpeGSxfjtpSJZ$wmWrrN$xOneCn32^)^62M^|1vq*=(H0nFS-4=5jtgLsvshz>`8-)#z460%2f#(z6@ zFi2;hynlb;VFyG$nnP>n<;EVOK0w;dwvt?hIqUa2)--?kuC6qUl5NYFqjd#>8<#K`y|S1JJcoSe@~xTy5CZ>gR4!VE+RCgJ<2{D^X2K8qDw zxXg>pXt2>ZZ>ixzww0M@tTKtuLnvB~%RnIZRneC(w!%6q;*i%e27FZ{A|y!jN zzi{t~h6jkaYUv?<*KRq(uhJ&)#QkUCU?%24*?9tfRnnM|hfT!y#VXr-V;D9JY)dj6 zQrtUk4ts`|K&eRQrM=$90l+*s0l1$L*x8o}E{KFz_es`qTG;4!X*3cj6L&F`+gjN^ zS&NG6CgI<_Y}L(T3=`OF!Fxi`Z)ngx)hip@41-)Mgxb%Qo+aiNemJ#FWwjt>0nzhYT_#_IEJaDX znbPVj1H9MUe(7*IJM_A)u2)C(8J7x9#<6Qt(Np%ksVdLr(tR7@u)GFet@#J1DKT+>iVSRXFBXhdlop zn@i1XoSx7{qy(V2B$H?9S#tAie3AUaK^8_E`)W|qpvG#~*VdI?_GON;8+XEcdku0i0nNF$8eE5MTHqIuP5&If-21tDrn*E6bdbxZhz!mGdm4z5g|rH0@K~FqD34 z;h1rYUB-bKB9b?eq0wlmOIG^8aqJ5}v47;;*K3&Mz7KdC*9@t>$T)04tT9moDb$pU zHBb$0#-BRR^w)O?*2I04YpuNwd6}ai!!iVAQKj`c70Fd8I<`|$Nu0VG87Vu-)QiI( z-$8<{?>8WV9C|yBLp{r;|JR86?B>fy1sanYJF^%my<%Ot>i)I%DeZS6yT0k6+pFZ) zDM*b$t%0AvSf4iAObGB6g@)v;8phuWgFn4>Z1TjjPY!c2=>Az5lj}v9%ornUHqt-B zHSic153(IS2`m+pr@+nC*}g?;e;5P2wxkq*uQk7DH(Rd%Xs=I2p-^61p}wg2NOKcm zrq^gC7TQ@Bc|C6);Yq`?sIKX_+n;IZAoFvD-MrW_-3J#YZ2J4td&9t&p-col?|m#e z&`?_vSc1&k3gvDyZjN8AK`015N;;JDAB z)eZwQ$0NV~AKu>btIeo;|AYdCLR+N8gA^@p#e-8UNO53n)RC(Gv8;eS!>?if518W-sjra=h}J+eo9cJB`Y39IMW9uLPR@m z->#w(D0aSfqXZ2*#WvD}sWy?=qjI9lfiKLTD@c-dNYrgMtFjQR@_oL<8uLzHZ|wVZlT8b$D`X686 z=%YV*F!Fd@s))v{`n~R&!h#%r4U*dWk#de*n}=bB@H}dvb1&%33oh?K*9NUN=x2ND zf?Zxiz55t|KW;TU?;+Z%<~8b)-Txlapyc9OlG)0%P|&rthzEOOvt?-I1|U!UCYKV1 zNxl*Q2)L3Wypsu$%tjdNN@EvcAPdF7_Lr}4%qhGKACkA_3(T8w4 z1^m!F?IFY0XS!gDfyig+W>H70oP>1u&NeCTcR|J;Hp0(Eoe*3Z!^_PY^r^;wwxIqj z`vO%oU%zbo$2rI~>{~rM6B| z6U3iV+734Gr+xOzg!y>cjWp<0!kEq99|QyX_O^HSA1=3x4zREnr@*|8U zq4P`C}sM@w>#HwUjiC z?HMCtQ+dX0uQ&PUetOXZ(`H4mw$C(v(ip7ehaTN6G;-_n#mBx$0lm`$M7<3hKhX(K zK7%yB*$2`p0|Suv7jTck*0T;^z5$WJJ-^Nu6@jPuRrqWhLA2;r-v~lDd-QxPZq(?< z`=pUFkN3WC;Y}D#SW+vae4c^IM|CMpGV>^L#kqr@{34 z%IQY!q6tKkFF>4&rirs1GCPVzOurjzK|u$+KTsFu=spiAP*Ytqo7S!pmou$zSF$iL z8GS9_UfKd6l0Yy&2Uo^R)qHXdE+iR&Qu_aK70Z!y?4Ko=2n zTa#k#&0ie{yMK7rU2(;bawnNFy|)2qOR!ld@Wx0^pN?0JyL|hrxwUSx`kT3COm?4x zo3j8l&KWuZ)B7kpkz08*#E{s&-ANS0etv|@`VFXXmAmc5j;)i@br^2q~ijOn6i z@d?LTeS;exH95QzboMSVr6AFLZ2&1L1o{;^8p&}!Hfs~`>kDm#8)u*_q#pQqmy=ba zwwI_u8ekLi^*4(n=`(|V=@JlKCF{4{b$#+7ZmD71ar%M}Ze2?to9+|*{2y%~@UK;& zr|O~%%6zG7<27?#61HN2^JWZYW$cPt#E2q6&4cH;j_@CzCYKIQ+hz|FzIX=jJjUh& z=alTQu_o#G{%WJWBQFKsgfEI5k%dCtnAKt0d4=rrT|J2Accqmb_%Q$_*ha?OBu0uD z>@xcwMr$ED1LHVI>K}$ji{N=8Q4?0=xjuQ%d<*#o^x}hJT)<}WRwSp6Au>4|_61un zbo1(gj8hsHHXhhDCV?_o9@Wo+A;GtN_e zUpo1|&<-wn*=SU}lwZ#WW}~;OYqB*1e+0KLc+3Zi(m3gys=(ndcDP@?>BNB!|2{KR zIfBj5WGbONdpS3IU9c(J;~sn>W@ruBQpxDnyO)30 zP|uia^&#LibVKwP(EJP57Ax@|@%AxFu6j~&{c))D4btaLIbW48IC}pOv*+<mrEpioQV{|P<{DP~Y4lX>&X^B)sFw`Bzdf()SrsC(@Rhap19NZJ z*m{{w_v=ma3K&8y9zgi8>evs`OzC*&lUVX$lT^`cX`;HJ20f_KK-Li;9>LmG@{*Dgs3W{07!^vgSCi|PU+@MtTH`%G6f$0BcpHPv6k z1=%ZF1CF8}Y|`X)Ro(#o_s!{x(k7`$Oq@+;?`-l0bNAD~CR4Q(g>>5?a`*z|A-uh` z^=Zj@URxQ&M3A47{s$x;!`E9A9J+x{u*9`PBZ5;<;9JH4AW8$(N5;;1rZ6@)`-DTv zBPf)Bj2>%lJBa1NriWw8d9n6G@!)$apS<^UUSgl0N)4A972MCbZik3}cNtI4`5hC( z#~DA3i@RlAl!`;K2tFBT_ITwxWhnbr=8hMc&mJ{-e8MJVvRAy>K)yw)TD===zqY zb@ZYHj5$U_i(MI`pjjtznt^2=H3K%jEDLo=8xI`j~Qv(ycrqS$^ z|DDsAV8?ZB!tCGK)qq3~Wh_CT4EA$xMxUX6Nb}V2p;l$2Zcn?L825i$CpPa(NkKet z0iLhUw%l7+t1I432%4cRR{z?oI7dq}MgD83@1B#4bB$yHz?;mVY@$6Yp+f=E}?U4&NBRp*)|ebTS}SU^hO&@HD?^5OB}(WiFv zQJRiYBqd-KJ!^9HuUh(Q(}as)ta`zg3~Kh~(J*-N=MO?`#BK-Vw$i}N_2wYwl4va$ zo;JCEwX1)>tXteQ|ILj2P4zcR-h%6+uVo1Jc#Ma8-UMqT5@Obk?D~sNOqt} zQSWE&5wBSnNliobMRMBEN6=ENl0mQ z5iS7rZ8qU2w0MHwI+x{Z*EHkwGxT#04;|!lmtEIjgcfcWf+SH9y{UQoyutPNbg-7|bXx zVN1w99N15>3;{M?QNNC#8Maf|6}DTh)obp#R`lG0zpq~IIhJ((nBH&L#G2MQWe5_n zLtbRv-CWJl7KE6OZ+LYzaoh*EKD-^8j-H6`O0t1;JM2VKX2Ro{P6q7r*XXCQ|O4CoZbZbezxs6RPlk zcKcKRm!2z#dT(et2;zT4hf0`({$c2Jp>d*LyAq-4kMlw`)9B8BrQFJC-m>0PsUmt5 z=<>po(jWkv?#ukMmwPJ>+g!GmD~A4Oq0P$P?LJU$%;5bBh4XUx?U{GwyNAOg*(I-MzRvX{M;zzSGh77 z(FcY$yDf}oD>w8WOYG$)XJFl4W`&F~qYQ4%JNtBQ=6s3BdPt`JjcQVpDt+6`<<*=> zTssqjUc#v)P(zbeGy^mvdT7nxCj3&NR=m~27u=t$Oueb$q)l!d94#g`hrqn+_CnD5 zP)TX?%Y4+faM$CT!vBZy43aL|MQZf&>oO}zENd;If%WC8KYv2q`z)CREEOx_aHZ{^ zb{#ftYQdpH_ntpC%4wDPwWqQH);aC|bE4AUB_Ur8&<09$OywE&gH+{*(7VuY<0k+o z6BQ`3)u=l?o()85$nr$bp%d?UxUifktzuL)$MW~p2Q!uE6+1DXuG9>MbYk`%!?LX! z#Po){G*&F(aTOH)xJ;=(4q%}Iww!9b==##^$L06Q!E{x%5VPHL<@1+=GnuQ|pqw7p zAitojR3~aw)~{;Uxrk!7^_UhoyII1Z!?Av|PA}MD#goFPy5TO8QU*z*7E7F9u1+l_ zwi@&&>qg{`MK_*E0gxX3%no=eX@R>x2lf(h=54=h2C$vJo-QzLP<;C_)i^!)0kIr$ zCusZBn({`><@NVp2t?M+LU^QoF{@cHY0L{Lv88owOFhdg1@HsFiK8rI!A zzdZ9X?mfGNKfRgQWhmplb)9FXQ6Frk(r+C5uMS!I{Bk`3FPAN zRd>x;sK2Lo8htHxoM~NmGs9(YB^=Kn;_R94w$6RlR?dZ+uhr7KmP<0d0873WUq%M+ z__CuYCKV<-ygpUi)HK8gq!&md%nqg#nb)VH(r5+Y{JytslcaK1mfRm!piEa~;DJy& zRiqz_4V)czdmie?mIRA$CcW%+V~mefY_|Fk*s%u%|2%MGEqi-Di3<^I#EomTP)5?~ zi|(!a@PGOg(Pbq=H57a%kDYrT_sI4A;YUm)>gvs=tl{qpcxo=7m zh~Ki!ViDm1oRnE=RZL$5Rp&J-QO@y53ZIzUEF@c_on_Wd?Ps1M0ZndTTe6eUdPNIXId^)t5>Kt5JZBX#Af>;Ci6Cr#5LTHgMYrflGwFfr?Hsxz8+T9LLr4lAveM1bUr)K_c)1qjn zs>qDpd7mZw?9%)x%dvm+JJso==*-ZSL@NX310CtAn}*?-7P67lBkZ#_*wa5+-?v7ouX6Pwl&2^ zc(&Pvq?qjz4Qef6qf?a5DohFL83-+r(^3CZ#rB!;AaQcHnNCU*HBbPcFqBcSalJno zuOf@-lKM8COd3sLYMJV{Ehqucv3?~hGk>fsY5%)hAW{$?#E3Kadg9>a==bC2v!pef z=h|D+~`Y#n>mHs6}Qf7 zu9}OR?ogpYIKKuBBabVR2^z}mM_&{YfrSVcWXLSmqU@BtIta<4MZX1#Jx(Zh5EGJq zY@9hiVKQqg(bdsg5yY%WtO$e#ZNFZX?xAY${_1nTN`t~}JLB{IjIwwf2PWBLpY2?7 z*tSHw>;PdZ2+m%)QWucX8^juDe9O@WUe37$NyHl|1MWS?2hzi`RlTpToLZIGYF?MY z$lh*_b3^o$2I|?BR)lW{((bZi0p2Otp7`y?{(FOGgQ~KuFREKTJI4csyZBtGi~2lU^3%RD>C7Yo*cKK1!%ACUJVom(_rEHb7};>!^X4opI;OXk<<}bhO#NQQ z;*1c(BFi^6cG>8mG$>-MLX z`etM#V*YN7MRkNJ&`0GTCZ#|>wk;R)yk`dm`9qtdeeaT)(jWlEKKn3cv2ZI)tmNS4 zgV!f~I~7ZP9|9@vDfY~;98;`pvJ5pm?Xdq!EYOPXrnrmD2jz#Y->i4&cie67Z1a%s z&jqOK*ueEzs&)G-w8{>kM&iU>pJPzZEK0vb;=PyzJP{R>vz5=OH%PrS^kGbSUYUX&l+5SGwI?jNl+Chq z!~RNdPxnU7x#Y9V_rWQqAJtJQHUyXFyPysbD2UnaV76AxKC6uMkj>yT@_afxT{gwy znWP}}(65kR_EBXWyp=k4p7I*--Wp#xN>O%^K}LI9dxLUcaQFL$Oj|8ZZR4dh_R?Vi^*`Eb^+{ln!7si8526j`Nd!i~orKp#Q(b zf3!ufpC-9vUzKDjrp!~ny%yM)pzy5zocF!mMrgRko>c0xbPsgk8^QnPUEWO5%%J$&^&qf zchJb%)=i-t>>mc$r`P^!NKUu_ZtuP_VlsfpXzL2YWpbtANJ}_ZHqcJ9IZIwn#vg)B zYK5=Ld)yu{1=tvDY5hR5f1y>D>{so0%nl+=Pa!6gjnRK+f8*GgbD3vMq$2V2oI;=e zOp5G>DAn=n-&ha>!^Zgmi63{xs*8?USKJh%P5NjQnJy>Q`mYq`dXwb1a?t9&2#KG5 zcp9yZ-Luu(2vl8z>o_;H+sV`Ag_ITtq4i+_@XMoERH9?4L9np%!&0gD#br@lojzs*Z){Y#;*Q~5L1hWfQV@+?}#birkUX1|xlgh2vNg~km=eYW#J>3#GO zUBNyIb+4g-Y4;Zz>S4swoP%~T=^l|3co9tg+WAPE_&Is2ODhOe9~*eJw55kyT3 zDy7D5ZuKuLl+KR6HO>U4pxJDzaAc6A?ZFfKuvzFl(E|ke9NxaD5hxdk;bHi5;YU8Q*N<-JFCC=b*~gW^Xp5SpG26()oRVziHV(W zh3*}lu;UuCI8kn;W>B*fh_x|(YeMd8xn{A?$AC)dYK^cEtRQSPf3{PtSxneOT5R z#t&+%?X7Qvg^gCp!7lA6Z-cZIo(ZP3GO3J_tR%JX5Jg&L3=)y8Mq`BQdTDN=n~gJQ zIY^hOHG!Xzfk#^f#z1NTJNI!945n55+Qz~+pju&GYn6PPiNN!e!5JD z_!{YUw1n6(*BqPW?xOSGNAgX$l^Z>zz@X2tE8>o=vJr$5FjZvtu!=rAfcAF>U(Qdx zHx6aKrmN26z8N9qt(@Q&g}xQy*Y&=J>_1!)ctx)}80hUiN4AMapJI&w-FeHV?Q$}*0`?Faw#Acnm4Q*l4fls&`wo~NVtF$6$QpwNZ*BP z%oxAk_xh_5K=V2ri+nK-T(dI0ojPXs-aqI$Ac`E@n>LJfvY2))_)z;&gQm-6BSd`o z#6;c6H=EX3U^zi){Nr*#naqMei)2ySgBBjZnLUkGluDF1?Pr#)WuKNrA63t)xY-a6 zAIWow6dRdQ{lI)6ivr*oEq`q7>&vGKw3u`r|CtN$vTwZ%{9^nW-Ul`*lxnseyy6<8 z>jUxl9J&wqj-84n+@q~;$xiLsnd5g7W-;nC%OAgO?g1lrhxj-7SvPaVGvFKqZf;vXE=vr%A2HwNZ{Je1pE$hN~jwoV7> z^gAe&ETNOj|M=1=@?9eeaY&){JZ{H)eMA0MFmdxWGP*~(4nDS$IWGz?Y)`ikUhOI z4eW-wBH?5x#}jR<_c^dDvL^PHxUkB!WjT+xnubIg+4n(w;PWkD(_&EDB< zKnwGGQ?=JEz2a=hq-c>iX}9m{ooG(ml|oAoyj2TiP|Cp1aQUvf>5U$KudqIDWgjx= zupHp~FuDoWFOQi(ve~dET*f3sjjegC>SWZgNh;^~14*b?>f@gzd!2@^yD_tnybqk= z|LJ*8=c513+{Kq;t5NeqkJyO}uoCXXLBb^XAnd%W8|R(H9aJcd8v44rq;>_JZEP3v zS<3md*0X2>6NLj9{I!sA5rt!{nTl^I2$@iQ^Xlz@Lra^9I&!9k_F_2mlq`0Lp^xkhtb&uuSMug45ZvzDVBg5D)N7$GPo?{x*@e6_J;BfO zIUX}PGBR63Y+5&_Mv*t6ZV5zPOKJAr`WR)#cYUE@AmA~?=8)>J?AwSKo)>2rD4OL`mtlCyF)bDtaPTGq>i|spQBqdmPR|^W5`hGmla*42S%4PJQ zVD3VVR`(1_x0K`}urWlz={f@LxRL7CogBer+aojgLMG-`D~%7Yo372^&lO#IvA)#9 zfiL~%pc_j9)_j6Zv&|IUt87QD>L$7!4n%D*FUWVA2D%!(+Tf1GN(8sv1* zotlNQ(QZT?`9$`Be@SwOzhl%xE2o;vuZ8V2eyWa#;X;cEj0IF20Kd`>WlLPH%dlS- zVY1DK7Kz?Dzh7^G7g@8aLzgIPLQTNWwh(H-Bh^$2LX!)X@Sn4~T7j?XA!WZ8ZsrMI zEd?8m_{Q4o?y4^ggbFknDPnZ_3HJ8rW49=}h_6wMt1wSldcaDdN=fDE5SI)?K@jb>K6)TgLB zg$56E{L;s8875 z2c%L3;V+RFZ!PHBMAU&KN+YPO=@wA$aq=s)a@9?MU|sm zwnFq_s3172Ue1WoZcJBzHkWAh3D)`>CBJ>VuhjeJtOp7NZ05|q{+^kCmimo{6ji#F zoFJE#g(e;D(lo)Ody+b|p?USR`J10>pBk<0HItG2`OZZ^kVFVfu^7cj=iVcZ<{g=p z>zxT-xyhxgr08Y_4p2wY&+KgUn{?rbe3HmKR{t6E2N%0ni*KK81_3Avb_!8&sQQPY zuXpVQzMt)rrf~R&q0Wzdgfl%xwf}NKKe3+rGzy6suy@nH0t{5?0n;`}AEibrAKa=9 zsEIeZcVR{u!fK`I6MYFV2j#&off0Zs2TtM_H98WUZIx79+5ncO?BvLu?5d zcYxS^O=0Yvtr#ruVB|@`)&2S zqB7Zs($8`$Px+q^veOm$qYz@P@E+g&b#lLCXUZuzW}{6tHJAcPO@>Z7Gx0F<_M9OC zP)$_2P)t=n;i}e?xWIzEeI7qKnA;3VBl%20`B~>yE?0)&{MFpdWRX~~r;CR;qw~zV zwrfG1)!dl(f%*OWP;A6=l0hv)Ecrtoot~FbeLA=)U&N5u3?w*eKExT^jl_oQ@jp#x^ zDQ*nchsixqF{PfWdM$_jhU1bX>y}5WONAq=0@@xU3n7e=9)BH)cRJv|Tc{ob<(C4z z)Kc~4w_%wGe%msQPErAp^s0QZC{hNdmp!gHm#5KOPg8!fk7xr$ze?|1qu#8$>a+4- z3m>xPUw2-B15p#4?jGy|pPuIV>f(MnpTsZGu8f$QAcT>@OfSW~j4Q3E1uI4k{43)7 z%Mxsu_!~}T?uT+7RS>QVoO3^pRrQuy+w>VO)2h@`4^ttO)=iuu7K6ZZawREYTtsx3 zw#RHE?PoB+ObF8~OEvTKSDd)8EJrGAj6?$?C|&*2yAJegn}FW#MOAi>5S?aYwh$N% z_c@z3CJk-jTHyW6yT#5kB$KC+%ULy1cu4g>?_=*?(dgZnbPLq;FvLlq?(hmcroOoo zIT%i=YvNc^cp*G|QqZm?bHyn=3+iIT(Vqb*?84N65S0_5x5%|qHh z28QZ~9uu-V+<53kMKWiLzXLp(no`crNX=07<%F%ZXF{atYA59keD)xTfM*ODp_$6a z!trd!EZ7D4{rxXqdftZ2rq1P2c!u{ewT>VAWX7=8!2I}T>42P?b$b7NHB^^SPRyUN zteJ4c9v5wIs~^8hiyVFL#&YSY+vK_BX07$ngHdO%*~%~|M!n(Nm&}JkTj8osXiv+?c#Z)@Qd@@7^nzaNK#%lI%orlrf0cV^=GGtPL1 zVSrdknjFt4E>yek5%B6dJFYitx#hr?saE~u$&k9Un*6nB?51HvO82*n#eEz@MF4G4 zz>Xe|jjKU67mK!FR(j|0&Dkt-ETAxihk@--P6RW8$vcKVMM4hpa$xPiSmP`V*+j)n z)nQFwHYSuwpZ3vZJiI7Ob z4E2+c9+}3(DiTEoIkHGcDiAmGKM4f!V5d|vW+2WBMct}J1R#sQP&Z3A@}t&yppYt- ztU&1Ol%J%p-EKK1nk>J^tS0lIge4aRP5=1aOgesf?{3rsW~&)t(D0A4(&bcgRASwg z+#NZeEEIR``2%{f;I)E=YDhXlxvqAlzy z6M=qumk#AN38O>9EYkijN!uCIcB7D9l}igfy=fQoxP6+-^XHlS%5I#jd1q_VP-51I2etz-ngPGIavRYr4gJCu+*F_hp!~H_0|Du}H zih7S`qZ@0r6h5H_(?0p^M8AgT$=g3OLOaAWG2L)(hVsNFhSQnR*A36t|5gAo(d|a1 zldh0jH8oiE>wKT(3G#E7ClhFXGg3$1rX~Z}443WRduU+WAk4w~k@;x&ZK`h@EVv%E}$v*NKMN=o@jU8uqCH%2Pw7vJo67yi2AR z4#EJ62s#lUL@eN%YOj+_li&9ZJkVHhPY*G$n^kLC#)r83k9HHrLE}(4>tZ{RAGc&^ z^vlJXue}f5A+dawVS&C+!~L)$tWVs_L<>AssTZABk3O>9cd)54EC;`u;Ur^lK+65; z=fIHpYwD!$tAJl$A(A|)R}cWmT5-`FQFc+1q*Zp&py=R94GfikuX`KV&UNv!kZ4)X z!)j@1P~O`ScTS^D#pM3)^Q-G}d(u>clCEswx~bljQb9WhOEluheuINR@b2#yN~qGUr?p> z+|It2L0Y_Kks??-*r>X&?(X*wb*q)yY|Ku6?qvL4Moz39<5DE!&qH>wizb!WM@2R+ z&L??)PB}|m{lnl6&Kj8nb~99*_Nk2N-62bAxffL5oy$D|F(@_RzWieIVeBkoI}@Gk zi-Ysg^o(?+f9{)AIG5A8_D=_ zHE}Gu^?iD&gY!Y8+dI705j7>fhp6n3@?Z@`j_U+PqZi(WzbkEb8T66}T_LMCPH^T| z%2=ac$O4g2X+680>^KWP-&O1S4#jC3!r!uVaxKU@^BzEwsVnlA8xzlte6 z$9GYvZh9z?trP`dW72Opo z?u;Oq>@5}puZagaST~};&wa&R1@XKp>G12+CvseM{1;1$5Kh_*BKyc{Z{gx$TFlQ5 zgCPHJm~lgcFKKFvgIo5==g`9?iC+GWmDh{U*lk=Sit<~vC>iaoRNT`==>2ay0FV7D zcW#&VuM!4MjJ61{`KI70^-e-{XA%Jfl|O#wDrdlFDKJ@oh|r_TU#Mb6xtP9}Mq8w) z%D+tg&)dKf?}8%#VaP_I!HBRfRkZ$J0d+Uu`w+HYf9;r0ckwHKU#I)auigKwrit0T zwE25ARXYC<<9ElSp;S+c^JYR*R|3@bzP>m7YxdtNKXh7j{SWkN+xr^5=3_z?y`vd9 zgJ12;=@cI!u!&HWD%$gUVd@1qU zG!ZA{NWR^beO7W#BAbIrJIN#B@f3zIO1USB4?}HZSwczoFpds>(Q(tm4$kt9M%f{~ z?u#A$NV~e3Z;HGZ%1dS}Z$iQN;V--1zctr#9vh2Xh%4u-)gQEL2#oJ4>ERj}*5hLM z-cyPAbWT9g#dsYEX#SkWGak}&ZV>yi?dFr_mMcJ9)v zTc4;{$_LBDWaEYk3Um{s2C>Ze&XPR@Jf&U72rlsY`%5fm7-QtHT}tkQP%dW-z14HB zn1{hW8)Mhz&mfeAMXUIjf=*k5{z;l~xDC3k*1;Tc1B7hpr-D~6;d~3#b)|ns@o6o^!;fKB4^UG+Ku7lOq&yq{+GqykNy-L%$bY6s;X2 z+OJg!;w9w{gChraR=OfxbnmX1AWi|)ZdSf|nd;)ZkrUKSuc(O;5;(yg7hBq|{7xRq zvyQrb!HRk|jwM6iT$G{eV9~wq=veuKj-`8?m52u$VK8N z?N_Y|c#QtJ2v1p+wAqhv3{U?peS$Q^CVb4al;uZ?OF1BX;7U#M9HyCT4Z;iq7{-6l zbMplfhIo0%Lo;kk=Db;JP(Qln(c1jl2>$1z$0@DO`6#6BUb6C=V9fuNt%JKlSn_^W zLX;bl1!m0Nrl2JmN=u24b381D#}tlto4vkpxclXb@0!QTZA#S>WKW8nt(BxXNVRaA z)k{u+pZrZr2NQ|jfv8%IQrzbfWie~d@FMfMpOr31_Qu@DVoSNjc(iN$`<(MH6I_`) zx8wS&yhX{1u^)X-m%z2dTxnbiAltB0#-Zy&blUJfO$c{zvSwgZ;JilgF28VNv(>R- z@4IHL{Gx4Nd#0h4@BrLCB%zySD z^89U5Rg04}K>nxPfs+!<0obH~z{FrAw>{tO3j~P`NqJVwP#LdwGcfU%i}_<*SCKyx zTvIYQGGOL7X?|@q&^%@-J`^hX;BRnb*wU7z){-z66R1Vvudr{)zyqnkAW~Lm20I6d zoT!FSb$Ma3P|Yh>>$PfKatH)7eVK|{jA70)3{2}+o1?egDpH=yCWhvEF7KKPL~s$RBcF!!q~G#WN7mbN=@v2zqKURAdMX}jbl;xrFEfoY$h z5#Kj(P5f+Zdry13JX6U&_NmftvW`~y^}Py&YAhB3Mk(WMNV9SXV(`Wsp@!KqjfIrOcX9&LI)@ipLB7 zYd)|mL;`qzv5!KW`QNvGcB}TRSXDZ>-9H7arkC--rNYkmm>*>T*-yVS^IeCCJXCR@~r8|;ufJN4S z*^oC|KZ+Zr>}*2B!@>Snj|Lt&*Q&aAiyszg_ZxmN27cBaP5(2($Ac9$cl7)_X1I&e zn7l|eTUB7fa?}f_`Q=fykV7VlVHZpBL?GV~sqPzxQKcv7n2y~djf@{veuaho&h87Y zQ>1bHY0(KvtTh}tx;i*AM7qRZ%rHJ+U@bUXuX}9ysb$1Rc^ubB_qN-$v~7;dk9jtJ zyfkVsQqL);$6$Q;z&yNXCOU6<(39%|&Wwjv&sVDBXAV%}afdRz+m}82J{~;`NF|K) z-*_nq*);~NbJw9$$W(h(7d#zLb~0NW=E_c8e+vO+GDm@)I5$_p-cCR10CC|t*V5+* z&6FZsxFnZxb&ufGm|I-5Z57QXEC$-m{x(JraVajkRT(2aIBB?BR!<*U8oiRI3Aw0B zZnT?_4kP7?Bcr4UIZ8Nr{SSkY#zjcLIEZaOl-h~;&fp&P+q%(idP!GknnRCrUrG5l zb@|7*uVOhEGRz{B{gaH6vb*>UTtv_Urnm4PvO8XMsVg2VGVF%Ns!nn^;sV3H>C*;E zi5ons^#?J5gzKbbkY=0aTqRHbg*?1Ur6oz!zQMKv;QZ~IZqhyU>nmVo z{>oz|=T6Xf=ZUHyS`@2wDnHP(yHVCG#ch5LVsE-+jLEN-9zy^#>RM1aopW9bD{8Kv zCL%_xQ0Zo)aym@E^+sBL?*eEmanXtRny(2ht6r`8l-vcGH$_@vjA^^fYb|eiOVXO? zqDZLHXQWd6_D~MN^P#Trd)-^3_Rb}g<8cI2_%E4M4GnPy0G=8hXL9w5D0HR8pYsoOryp|=n^Vm`TW!h>Nt1Sh!{66*!`?RRVq$#H0rX809$`3_>Sp~_z^qZaZ^6U)e zFnxjPq|#U;R~VSJuY#vDus-%3xAXf0dMs0gT}@OcoRtNuNU>h#AnlcOb)JmBZak0# zV#NQyUGXx%F_TCczS_H$qnx*^>;7nMn6v-si)^QrR7$XNc=VPZjSAsF%lppks>sxb zdRB<&FV*>t^_=a2iR>Xog{IOmS!(LgZbAE(pWYRg5<#pKHGZJ;MT%XGk5wvh_AhJB zkSOw+ZF)hbip9J!W))}l=5s71CPzT!Xo&_E^qMhNV!cDiMaX4&Y_Zag+Bnjs0=QWQ zI?;!-f*n5xgsU4V$;4$c$@H05Eg;QL`Xbts4|4=yU>alq%^1~M+coLB2wv%Gl@&(%3hN{R!u?sZdP8eY|~9_X)oig-?O~0rD~Ai z7vb94IUfd>pCg!G8NL8DiAei8Qm3nCdbT(Q|prZunZy!repwJhN#p_U{Hft0sqqePt~5caP5 z{4a3DXamS@T=$b%hpl^DZ_ul6RN#rD&YveN%M^gxq_4i+XEMGlU$PE|rXp=@a?2%@ zdbq~KhA`0H7KNI#`Bu^#>dyuRV!|um&R(`sN|=QAJ7F)+f20)8SRU06u5w76#BKzg zjx9eZ>igu6WQ^7WBl?a>wdw+d+(tC{fUQ-6`+9`xaPME+6*&ieTL#9Ri};7wg=;~w zqN!>H+5RrpAx_?F zk16Al^t^4^6t06sYqP;NV=`9Tw0oB!VS$ISNv2Q0M;xktaL|L}?BH!UiKsW_*If3c zgyy{^1_Ih_%vW-G2lwSUX9()=X>m804{Lo%RB&C*e$flFGL;)$2_tfiN5+B}8su zpfwvFLTZ;K7s}tk4hFD*FjHT9rXm0nB&soN(+)^Q0E}bE(17?7`(UTg@bks!;Pr~= zTXuudTI-}}0vQ2zT>joI3?$apwxnYFoZZgEV@rGa4H&U_vsV>XaB$*HCSleO3GC^< z4>}m(u`au)MX9AG0Fy+c9G%~J`hckAt415NzTyF6Ebm0;=#otSLstYr$8*e!@6?^X z|HZ|O9oT>iQTy0uZ=Mmpc4cAa&>$HgYMHt~mv_o>2JS2{uB zFg?L75%4btNgvwi0c( zqhk2BYi?A2l0gcr{-x{~R#JEj;$HVv9u9lQrNg@bOuMbgN9 zA{K@>Rb%b}rd~z|w0wl^QuFnV=|2Q)-JBQf0)JLp*HX=NPGm%4rXyl@NdUU+bKCpZZf+#v+lD%>Rm2vWFP zaQEO+SgL^F?(&^lXRmwiy}PZp_Sf23f1&CfW6m-A=ue-uDH`-T=&d>iTQcO(N;pBK zjaxKL2swz0-uQ~+1H{F>C_d0_PGZl)n z302Q7@o!*tsi{oyqv7v%)Y7!b&%d&uZzd>^WeYs?^t-CZt!9$Y4_UHXeyvSY)P?1; zaq45faOtTaIO)M00{PA<`LEZF0Q75SrW7{yF)f9h(ThCwap?8AYqaNxd-TqxHio}n zI2}FjJd5d}0P?+Pjy*DIN#Gxs%2*T_47kp2@HP<%4YL9VD_5?yM|&=o z_OA~?j6O=P3y+}EDYV34@jhjqlz&ilH2x1&NBuD(+gomXwbg_JIyAR>Co&Nc)qNta z%V>H^QQgv{^;}+fq!AyR?1&U zG-zrBhxC!NP`y9AyY$J7MT1s-q0&URk&)k(O*c|IrJ-I^EmS3ncmI}bW!>W(r$_9x zQ6`TauwD1oEIwA-I#lndK7zplJ;?`83d2p9qK{j!KYiTCdmKjYQ1QyA6KQQm_lB|2JdOUYdQcA{WKNE1Y z_hV@E)Uwa2H%i*_fVLUny7q#LQ5={l(t0t~I$y5q=hwOiO%X7Y@V4er|3Df9_NssV zQuWNrZA&w_6Nm%VBBb(8&KRXZ`@8% z%9aQ+uPQzaaMNymJu#kAr|AtziOzc;1kKe{T-6tA+KR$L0^(JZOr-v-w#Yn?E(0|< zs2vEXq2tRXjMi}LC%EnYFw2t%5)4HE>J6^m9kcJoj;xH>)H3i`KK&T6`Oz-NBg|H- zZ_t*g&h`!enY<)HSmcWFX=PyxdI5LUW0SJt24@q3LPn~7AtF)s$gWacd&}Y#fCO_2 z;uv$0Pph@KaV>=OgEIsRtwqgC58r`&%b&P&+fE_vg-g+P=-^fFH)+Rj^F(gieJ!{$7Kq;{DtKkbiqS z(V7^d;zhggj-1pw)l7J%_sXS)35%>p{P9f(LRz=#pI7hs3yJ);+$XpvNThlRy$24z@cPd${lj}6=E{tJe5G1p{rUAb+f#J++9lsqXkkR<%mXJ)x|P6j*jpjXw-6_r?Lf^8ysr0VByJZ3w+ z)u2;~aU>J%$%DGzi0Df=3>m*7$X*(3=%eGlY=;I(0ei;G?26}lwnKCFp7g0%ua7uA z`okVeKYX3<-b5^28VW9)h*V-WTz!bw=?h;KitAh)UN6gO;Az=c^_npJ__B%)pT#5k zAuL_YUXnZ57nbL_%HJe#%%S?zUUei$Mb9jB)gLp)>{6v}1Wz{hXW#j+TZYA+^H<@} zhrmEla!VkN8fL|g12OgJVC_l@!79&tb2eS%P3i<3Me$udho1sg6ctSZdRkB+bTb01 zyOw3P2ww*HR|D7nB=?^Em-1 ztYks@h<~9QF$~xz{tuibJcQ(c_eK5xD;~^DVm`gbed2#U;S&<@e~35!+GiK_|aEeD?e-LL&m6+szRS+4efhp+^^f1!@#rj{$ndmkNA9VcAzEXVoPg}LW? zWsDyUbJHtL`f3$i_)4jlK`ZoS};h$sjG)lA(&qWM>uhjvw{@-=W67}CJ z8M1Zp59q}Th78{sum%bP@I4blq(15Ys;fNUr{_wL$+l?O)n?szpN!@GO3&o!^$qvw z)*%qWN2?a>r_&aKi&GG-1q>Y`n|8|3*Yb^t z7)E!vx!~M;wlRGPHn@hlqX~GOnhVxqOrZ$JBrq#F8n-=vjLDg(E);|F{Z#jKt-;afz!zf2P9*{>)fxfd05=}*y zqy3n1Lt{~-y4DTXFP4-Ukp9Gr2Dh*dNzl38#2X|4<&~sO>C<}e`PAHv&?*Se`1Zs) z1b8Xlw!{x#+M?m1Vw!}(^^sn%555+JF(6N&q*5471^#;|WyKAL=okI=NU*osoq|Q} z>HOxfZQ4hgL_fc8iD{qD-G|g!#=~&i<2C$38I7DSa?-_&$XfNgcuhlyumNsYc?do8 zE7HZ#_?MJ@q>MZ$&BLx>1spk;tm27XWOAc72-B4mAjU#)EbLO7T|1%c=P>WDJ$OBb zXl^Le;oywL5a6AH@I+`$`LXB9mEg<8QT97-P;pLKc0s=ux8JV{dmG)CD2k)aG>>lD z_P=l17D68J*JIGnaDm#7F0wJPz{I*MPo$VBsM$uyKoruIFIeB#u9KCV(da1d%ETcO zBG2UP>o6#}<)g6)0{Woh0x0FaX=04}2MIfp^z7gtafC-kI|0k zqGdv67W83Z!2XN9bH_kS(bufDkyPI{yf&D{kl`P=XPI^n%Q{prqeUg+50NolggZK^t2 ze2RThz3BD-LSnTv!!ILw9rYq#Og?Qv)@weynX%Qaf5CBbNAXAMSO-X*ArqXWc&<3h z?$^E`_LaUYxz^Z8ZF@kNXXLdZO|Y%f1obB$b7UJiB=8qXE+x_fxqu`@7c@Fncif_1 z7sg3DlE%q)IBLpXM=-K# zvw7l|+H&mId1+ksn-T)bZ(lz8EILN;&LMbbH9G9uJOtL?fmRNIO-WPl%OlQ1wB~&@ zFb*)fKTP`=tc_%tJcZ^DSIN^p@-@lHa@+``gs#hbeg@!ZY%~j9=t1MYGiG&)@wpX+vaq(G zOjMEORiVM$X!+|`$*ImVxA1e*uT5uj>{UkCJq~ozlRT+Q_68ts!dPWqg)TmoAj!lM z_4)gbI{<_3y5UL8;7D4#m6$%+*8Z=N)jXrK1R=AxLUdqCWRxMaM40K`|6Ii5!Lsh{ zcJkSW$;@2+<2W5kmup#<8!uxccGxSe9c^d_*GJ?7>7~?vG)7wf=K5) z@&jd6o11xjooWeW5-LHpO-^t|h3&{rGd!o;WAqe3M!fBm8Z=M<4jzF-E*R(5dcr!L zlnt;kg_EPtlUSDU;k zdWA};W`ctT&ejzhDXL#P7FC&=UohTbQ}2@aB4KLmzoDDfW|H(~I>D3r>8=tbaKyA` z2^i!~3aV_$`<2!2Q{lm%_fuX6ua8!)yps7YPAQ80}Te%^9CEUF{djIt#;p>i6b)N(3r-pwyAQ&v`F_@~}b#4<9aHHi#}&7=OVesAiA zbT;{(g$_{5pu-8sb@W=kHdA-!CxUl7S?vY+Skz5L~!^kTE7OEJ} zJ3mOj2;FB&>2usJraTV_r1C)9Wqz{#*mtKfp`J|5am3XrK$`2$M5UrvQhtv68n#z% zYR%8lTQGu{1LoQP4txK@ER^{EE!Dll(~9lT6JJS)1Fsf%^MI{9s(eP_2_2Ubda5Wf z%|d zT-C=nAMPJvu$3Zr*s%y_B{VMqmuU|{Jws%yoUn?^82h(3D2HVY2$;ym2z)j>B3>XA zLG(`8Fl_SRzilu56U>@$ePEv$SH}!5hjK@w643udTW&L;l(=3Pq1?K>Zu&j!OyV{V zGGOsiJFgEP{MkQ{ z<~%SFi&Gwbtf7eRbl@@a#aB+y7?Q>>=31 zp^pq+OP(ux{(Zd0b=~YjusQSC;=4+nb$=mU z*SAYNRU??+#{wDlhw;tHBTi-9M`_jIuCT_GmNfSFGZ&^MSfx*|OUdhm*vLyD$x~$P zjw*x*_I*-d!D+e+QJwA!vk3WWHg1&xO4+!gkwp|74NeW}5PoiCj3B{Ry(r~7FIb4Y z^H>7@Cdtv_?*kWmU8gH^!tIY06m4`Y#ct_w$>wg-i#TJ}G3#rcoY&3ft{o+}LwjD5 zWJ!%>OgGe>k+RWIaZ-q}4TZOKGp2lKNgn*}+~VrX)k}{p^P`qI3*=QCpa-vvTBowG zC?Cip06@(dAsR`{dw9sSg*xYn3HU@VQNwA&@MVFdY2`qA}$A3MofR&IG}_NHK~9da#JTxSjZPG+E=I9~e>cq`!oILPCi zLq1E6y2*vw#HB691pz*R>+01JAWbZ zL2GsIDbe!y8cf!oFQIN)sBapK$zabyMG%Ip@rqgRrB+5W#RK58e!h6%LCV0Jz;~u(eVo8T`+_Cx&60H zBm=2M-5G8LEzt*~cIW74RyX+JQvs2DyR-gn3*;I<$RKYM{B;_)3lTi;v+1B%&@NE1 zNnC{aj z@hoNokJMlSe*KS_b0l?|sloDU7Ejwa}mX1P2F(@!#?OPv4P?^WXl$yhuGfQvn z3VDl3X0BrRvF&GVLj#qE&fUcdp7&$mO(N#$lnkbxCPZ;}bVAXH{Fhv~qbeHUzoVB9|^G+DcycKsvIN8MPXOF0ze` z`hwm5HsVjer-sGXD8{jlQTRss`h(fRi${aU>h9l+1%557wixnm<4yEFjy~GNh*ar) z_65;EYS+P*zu5`)v^IXU3Vo`Wzc5gq9WxqeVOdDBVw>*a9iWdLxA55!G{=0Q<31$L zKgGUx)S()cw&RXiI9xu z4t~qn@pmxLhHTIgr-wAu;vz9^%J1Y;Y3IUE;?TX>Q(v*1W4|I{M_Z95PM(Z!i?*p_ zV|1gn!M_GBzGOKYlt1C3OaXZOIjSTqpV}QSa4*cI@nA#MIh8v0Avx0)8qbS@*6jj zaKN5~QA0N7XUz?g%C4jVXAO5xhvjPg^>BtE)^tM^c(2U$C^ucyEz-Hp#h^t(49m@- zlv#HzmRp@X7XafeJ__06+8-;%kH-qz8#xgV6DHWL-3v0Mf0G;;Dc51xX%Dd+qK0BqjDKiXQ(q(tE{L=e~k>=N#}x zNO9m%aK$r7FhBf+$shdN6Q}yAb>S(0l@x2;Z7sLYoxz=eQf=kv5s=v6Q6;G$%*RSrEvAIxi8u6d8*4w$U{tRO9@VGhSFLV2UUQfEWVKNTko3!Pc#xYIdSO2mkVRgwZEBMen43L`P5jJZ+E zfRw_p!Fb?vhRH}%kC5K5PIU`EnS`-}_yaWyh6aCn@c{Q?DMYQCCbBCr9) zZmy;JIPKJxU<;*K#)T2h%GKODFWxoEA>xL`Oij*U+WT)%)g{sh_UW(ZMbf0+GQKk~ z#@;byb@pH24H;kQ3;5Do#CbLcFJW>a=#>DZZi2suq~f7FzKa+?#@c2Njptf<&+*ZO-UH1)eO3xvbV zUOlS&^E7Z4KaVrK7GYvjuK1)qxJdgto6-mhDc_q`~%UW$} zKu@nlAp&A@y4n^i=(gzhDtv8jWSTsZeUt@MO;6>-dyM62|D0)EyR-(;+g%ooS#uC3 zG{)uk3HhdI&B`Qw(W5zf`B?IGihk`^@BHfO9Sl;BYVgjrm0O+7x<<~32Ap$6ikUH` zadG?YC-AIFvhRH(!d{-zd~T|^YI2tE3Et%usK*2wbNA*Wt1=I)qPj&XzHDWh8V_ut zD%9iNKC9g8+hh=!rOs53kNiRSF&E1M-S*(60xbWv?-SY4z8JvCcq!Yb4G*?8{QFzW z)%V18q1?96mpr_JsMSCsp!-Q#wEdiT6xsB0mJkz^=_gq$CX=cs>zo)EZFu(|c^14d z1+fb$6YM&ZcR58r^ED5Pe00j1xZXaGRIH_~jJ^F#T8#m2nTO zbDetWPlYY$-+CtSnwC;{|Hws>($9x(uz06n!cxLR?J5Fl_!@;qo1aEe_xEjvQDubQ z=Gj76DfJxy6qGf*^7%>M+r4LU{!PNn689oujBX~xD5e+5j0xx4gBz~6$9`U^-7_O} zc6MNysCv1@DvOCFWVCK6JSgbB)+3H#iA9|+2H@wd>gk6r+)!xt&iGrc zp%Z67lY(_A^?u%C3+qEDg(rrG@`OB0iuQ2!~ikq5t3)bMZ_$ zqPS2-@#al0jt3Ju4|12z7E3ewt*Q8)h)%G!)xD|e@C+CQA~<$|(zm9?;r+k4J*|ed z2h_pY3@n0yM8^2T2Y9%@X0#-Qt@i=V0RO#W0q5CqXJsMvS{`HDe!_1fYON$i^QXGuC#$7NS%wg+NySSHhc7|?9zl%y)m zhF}T;Lx-8P&01i`PiV^wP1~oX^e_1!ds+!gOQ0a@u2~Hw_#q6Z3Yil z&tpr+X>?QkDo&pMS~(Nc;hjuhnY3Mdn@wajt{!|Ap-sy}R?W6Y>8?(noRqw6j8gS! z_%o*Z)ETNuP(|vm&=(^u16wb4b0b=e+9g(&Kv)ZG+)|QB^vn5TdamByMuL_`NQ`fO}1a6v6O`L#c@5dA^ zy-)Woe<7K3<{^TC)n(%(W!jO(Dn8(=Ju2Vm`N#U??CcL8vxi_L?fN$09oi{2 zaSt<07oZ@jd&OY79nAa|d?7Y){N>*F;xDA8Ja9|zjMp|#Z685-^4L8jOMpI;n?xbJ ztT>-B_U%t$W`^kRUg?<_W_t2xRFW^F0hB@&tzA6s2DS8Wxf>GCnDETr;j3k(j=A;n zOd6N9x)_e((|_)8ZQK5|6nICZB`O-iGSBg$I&8?W=7*?D09%CM;5!W(2^JQ@W0whX zw|S&bPc|2*&EJT>R&5}IYJoqVyL+rL46_211h z^^731n8CXdQoG?2Qa7%pdc~vqjqt=(fQoYgsu|E(Ls+(%-cm2I4m^iwx^s}YZ?qtQ* z{{*+xefIBCd^LdktADfSq$JxO0SDprVGjfhO^#AVSSbgIF-jGUFx%T= zg`zAuq<%fweOqTMXIxZlm*7zJ+JT8s;VqHTY8^oPzsl`{ATV83z1W^O?U>bEo zadF3#(zQ!NM`gN-_Y(4oib&hZrEXBylhV7t(G+rVeywI=7b^2*t5}{1aua`6PA6g$ zf`}Mpnn$L&<>}I?p|e5HajA33>uqL+Hma}9hCFI1eao#JAS)?5pHSJ)fEXg#Ai}oa zERof#gKg1+l+Am`C!&X*eBW?ZPmef8sMz;$q@NycX#0MDY8uGV{v zwKO#}6^qtYDnSym#_hIBk`}c?C=Bnz9Qta-p?4P(dVjY+z|p^9I;@8F{qjH!vcgtk z9Cud`6%~1~bDf(Qh%ZP?gAjo*%a4flQD4!J8mBTPNCDp9v_qj91{203RnWeHGhKM} zCS(6ENDK8iR$coIGBCsdB;VBTXD8!feN+5eRK!8U)`pEHtDdJrdBzXQ^Vk=@4+Kki zBaY9NoAaOoYue!>lld`zt}szkT(!BKcRqsKI6vh_(^&!%keKq++GH6wT{x>|UNGbJ zkvg=Ee@8s5C|Y`f-kT5a`>@E@qW$sM_%atikv?GMYMeBe9TShKwQ>kQT24@#EbmZw zU(ljaRIR9mDVQ&!Rh2kmDYTs;LoS3(gBpf<2gGFp|Em6l`f5Fa`N^EG8 z1TiI9al}t5(~puh(e$oYDi!`=Zorn;0d8&f3r!!H zb|=Sd5igt;fkG9gh^2YYE${ZAVa{KuXM@I>6e2RL2z+{5G~Lv0K)dL66<_L0Cf-*2 zEv0L9&21rZc}i$dyiAO#Yjv*o3S^c#+PRPU?!7`b_3%D`uP4j}P_$ z4iXLn!2|Umx%9JZ>*AoF!@{w$(~m>RHivB!Zi_vH*2q%zLW zu$s?}UK{No=T!<9?ka$Z5`*3=Mr!ae!#z8jRFj^OTRc8o*mv;)idJf zN>*&4E{GSpV>OFtkef&=w-w`|NkK*HlukIA!3z+a-BF*5BhulzaV@Ms37#01V2+NtcVnc`ZrRaU9xq6V)G@FlaQOBhWRCr9>@eJ| z0vQm3Qw@<%|Db%N;^qVI>(r2A9z)ZOta*cf*5!DK)Zu$S0s6gc0vlxmEV8QN0N8!~~)Uf`YQB`6@M;j`H3L-3#SBRjMF&>vjs35r1^u1|p3 zw0D~^G`u0m?_$dP&n{2Z>R7s;mGtEDzm2~^S{=&_nYI)$=Z{V-a7y#T;ZRI2LsKSdYk zui3bA$4*-(^5!rqzWW?~qFZS_AEEak-m6erN0%3ogpWui&eKgvrANXkX9@j0(w3dG z)R6IY;VP%XxZO#2)GD9QpN!o@r+s6{V^rj;O>E_Cm3R%t9;zquZUX;-VAOhLIE2Ia zWkxJ{O!R>aU&{?hh`3`rrAq-2ZP>Gqm@MvHE72TI*jz`f&q=Yu4A}%kNeOgg)|6WI zuv@G@v9ftu*kTndr?%{dd((r-z>H@-R@YS?%NW;ecY-f9Y7gm z=6UEuF(hD26F+28C#>jtjqU#`mpO+ur2EC|S7v_3!QE77L!l+?vmH%8Yz<+C7b7^z zz-0)ST`0F)PzD)GdHsc?vWrQ|DdhYX_JQXC_L<{@s2w4rrGZ;^(hqCz@*zxGxoc7w zjg7N9OgnTc4;SbnJPi-FDRuE_sb6_BK!`7yzs|Fn@=vt&B;q$;#^xP3d-31d*7guw zRUXoJ%p*aSsHrUi?8Ha%u(dYAY%m;k4@@<#K$UVD0`8!dah(i5KvuIow zl411!hlQupAH$v$Y+YektzO}6Q~hFs7W`8)7lmrt;L~1ulvb*Ns$mL~;~Bd_Ey_t2QqqLb*(n1}uS6bY!d5{>FpT934+;A46W0)#jmq*DAI#fIw=%9El^o`z z3~skKf>_XX5DCVk)Y{nhMBOF06?D`*0X<@8$FN&|caOE!a2YmJ_;QaUl3BD)bKI#u z|G?MJlfRqJaT8vQH4epf-dQc7fDST|h8LBm*-L_LobauaY|MV+UPK1__3X)B)5Y@+ zb)7N=_O(WAt-r0%tu*Uc_*O=so`Lb~vb^I$Tpg~3k@7~|x$vY?+}mkkB|axQzS!98 zysble^jJTwxV3z;z$QX2zMJ~A`!oRjh0dgrmD?6G(;=NzS1CbVbcDhKSfMnoAa#!f z{4!>;r%K`PGR1D-G(;Zpk&z8w5*Pk|&f;M}@Kx0r7ehLQ2L#iwk|7WCuOA$TXZpYTa$hlPsJ{dQQTkj7 zE!S4s#ICImZIj z{VE+8D|nihukmGN69Jce3F&t_=M_a|)JUGNzhA&G48Fisrd5zlxRPS5-Rglqn&I_l zyr0IHdL~Vn+(d$e1Pc+LTu%TloW5hsK?%b6^`UdVXo;6F%@6;!h6_eITnwHd%_mFk z?hH8(FOCFDzYA6`inXIQOfAmEp?F?iQdVi4^P_p3u$N_~`78vS%Op(+*u%!unC#=H zyJhfif)nte#0)@|$4;Sna56>x{@{uGd8G}V`D&!ES+d+OsJl%a3Dk?6E+w7He6i-! zOlEHj8xr+5o896TEacMwACc=-P7jV>stYdZ&%>YcIHL$RiafrK5ey;wI*YWz669x9 zmjln5(>ZhNW0JYqgjGkhc|_-}!V~HIvCb0enwieZdUmJK@`M1hcHWejoXtEb0643f zyO*1X^gqa!=8#`B$0(%8$lEd(Q-EmW(jIjZbTK3n5LWz!Oci7nQ{%BRcjM_w~4?yhJ;DqO(O=VPXLX}eqo_yGRQ++S|LKf zuT}p1*N6T|h^Up%oirp3drJJiAAAqTU<4B-~k zh6xlpH~&gvsRLOtscA3(+>*}`ax1PlIG`R$NzL|VSP zoa2TeJ4V~1^IAm&ljriLxUBf~_-}%OajDMdCI(v^Fg5U{0@pnYi2tFGAOiU0qW%Y) zcgGE=U(A3;-gbrdK>GB0~98}Hp6lrGi zV71kk=k4@}eYsY`*b9)bouu$TZqxhxZO;cMo1DdeA(fl{g#3+}iVN@;(n+PVU~Rc|y)cW=I6E5$E=JIrv9M0l0(;vcNZ$Dn zTX4Isf51~acgEr$tI>`@Syr1nLU%rOQNE(1Ov*(Nly?VH zzg-b{%lH{bCsY{8hWo37tEPumb{njs2Cd>s*k?4QDCEKJ)hW$E=lO)*RO*}V z3H*{#z$p5MjJ&G6fU{XxvQ_jlxmn(Qw&S)tQI&Ct)?Y{~tf!1Z=4mWR!(>c`e#L)0 zC|`dA21?C@t){!E#&ntWCr+r-IUTCaYDEtPoEjD)Vt*}#cE44F#B=N|ou4*R>VBq! zCWiON_x6gIn>c|}$-DZE6~^f^4?17`??}s~Qixt@ z(aQQ*TVt#y!>Nb2=}2BGgus<1YalEEM^%!^X zlO5WT*=c9R|vxr3{WbQ{qH}7S9W~yH;}7n+|7F$;eFM^H6K#1IIqP`SDr4b zIcIII%=0+f#cMflWZg)xh&o<{6@a6zFD^v&LFBV&$sE8P?mWh@gggekF|x;)PB%5R zmcz=S@#G+rKn~t4do5J@0}Ys6600;r>r0`ozeJdPZ$&XSq5j!fsr6IeoLI|)idD=f zG67#QW^37ZPe{QN=ffq5aEHUr94p(h4~LZ#{A11UjECo<&w7Q5A~3e&E|@%0Z4C^& z_vrqpFX|eYK6q1Eu_y8;x;48_fkKQvVGB{mNWRbMd23-9C63P8bM6NQ_%`pqvS|Ww zI%(o*SE_}jY^TVQtMYW5D?t^sTgmcjiV0i9fcXfB+#--+u24QQuay;W-Pgah%jS&@ z@%*zRK0KN_82+(jD~cOM5N5>ya8t1xs)0MSJF=-fM7j+)@G|l=iMk9#ePz|)jo|6% zQOD(Cfh^zGQ{uMLO<+$vwABfekJ!&EYe{iu5}u`I+GM5|jj&wbW=Tt|x=h^rE{;E+ zuGMdU4lHBytonI-WD@T>t!HIVz@#if%Q=aaKX!K4QHR*LAoNI7%`MU#^ z<7lQo45S9QaO(X*(~+?7zeq>pDAueI*>C(M`6FZ-Enz<6eY8X{!tMiL1 z?oI#XqDvZ6gHjh<26Z6SFPJKMvZwRVS|;mVaYU8#$KsMeW5So-VgVIjVR)tZzQ9@v z^QVAMri8ikc*?w#NGM6_YZbvn0RHOwCRO{rChi9adE=gyS2$2jpV1M{7MS8RMLjfd z9)idq70JzH+{D4y5`QwZ7U*2+_v@ov8*}m_2{4nZ#3+d6Wxq<|fNS316U9gJ5ZeL9 zZfi!R_K@Q3vNv!$Aq>h7UC3EOgEd1+4b86AM&ePkVe!7YsNqzj0m&ou`-tRLtNG-t zrlq6Cg!U8&p{AhT3TS*@mlo4BQish#?6r`^j5^?4J@=!XKmUyC#B~+DtXw;%|1Jj> zK8IU%_fECu;RJ5qQW6Ig>RFQhVgtys?N|1au&-ivZDeexyQ zg}vc!J==mQJWrmTu5~*z8jgte$#q|l+(i5EUYjAcL-d2&L`q{!r1Lg>SX+jnyi7@k z?X}Q$F4DGqA{<;g2QX0-P^;jn)>7nQ#qog?A?*va>3&L@Q#T>tY2iK<7Bjis3=B9Z z`C-JRGAD--R=48aReWo-I&{+*W5;x@aX+U1#5WpN&n%!b?Kql;fMFG@TQf)$NG`2S= zV4wOt3Y|4+cMI=`SI7s@#VDBP8BFnbE9%*V=inrXhdp@?iPfA5`HoTa*{}HtgX?&T zT?>quZ!NJTCvKNUVadjgQS(r}_t| z(oh|>*ggRdig=IL~e@Zya!rkOWaV#gr-z$AIw~f}`-aif@-eH227n~8f-y+A90a){!TEJdFKu`Uj!8^#rl)< z_|ca9?@W_By51Tl6@M5(Q^DFbvu?97R)STU@|!`M`qyT7ZdZlQhEWH1GThXZzLsbr zWlMsB4A}EplfNq2bA}I$&IV+i+TDr-@px)Jr{ovFHcabegL&O3iPRbLgUKpZ;R8eN?n_YRLb>rmBWU%(m^ov)smuSWbmnJBtJkBl ztvi|tuFdS;JF(}tKC&(Ow652{e59k)+qwnwt!~|5 zzFMwNm?(1<$^;|u168d#@CHL-=e+wh(Q<6ybRo{%z=yt#p@pCJCxa$RjSe8$=uIoy z;c|3p?@-EOSjjNih}(zOa&p!oV=tj>Hr7DScU_DAzK7{)5Nmlm=TH{ zmH2FgE(m?htL5t^>s#|Qx?&xIk(&iOn{{QL5ted=W5ZM{bY!OC*GR7=B$2QstE)u1 z(z-X*y-2T3Ee`|@PS@8bxEflyk^;$|ItsY z**1%8@MjNOLO;EynZvoR@;j@c>6+aWgn&@p1k##A%)onK9ma~ixcK7K4i`#ZA#}0F z$j=s=7qEZtG&i6gna>*!T%yaQeE-Z7feOBhcS>h*BE8Ymce8fSXkT?VjfU3XpG=?b(GSz{Q4hBLa~Y&i{r9bqqVjatxd^{DT2rGJ zWKU87Cf8!S{!_?VtIn(=s*OCiNoF@zIfXrCOQw%){Yjk2bmH>r+FTT7KD&81Ro=M8 znT~;RVoLgdR$ISNP_%xlw}0(~RY{+ib+DG;ZNg_wnGd{$owQ_b1uhN54Xs2Kgw5d0 z4*N(bP5mdSvvz4s;(AS^roZ^(JX`}z8qFZ<;dXLy%)r495J(!V5L7S(bdj3-U#z`V zRGe?R?Ms3O3lO|;3mz<3;qLCP!QCwh9;EQXA-KCc1Stv)1h?P>cbDw?cc0z8);fEy z&N-{^>Y^@c)ELkEe$O}O{LN9eqJ@LB2=S@P)2S^k*{n=-SsoO=FBly#GM{m&4oFxS5QRMgzHyOi60&p}7<`%U z{3aRB2Y9w?nDZO1Hlq7E@8fT{IYX7>|CV93(WsB@YivjPumF$x;z^ z6<>yXjTIZ;**RF!NSNWI>zLsJI_d^{OVg%w<29*J&piXsaF0J(b z^Szk2Xrg0T;B_ncihGN>8B`UE6?fA&506~9-l&v$5em$ zt>SeJLQWDs4JMj~huFj7?k|D)CJJ;Z-|VW!_iDkmyEiZmMjtJFU_dRJPj@HZwlbHZ zV$>?ORTH1)SYp}zEqokZsc4~s*nEVAY4Q}|u6q)Mcu4=N{2Wvj0&K3`Ro7}JXbGDiPZFQ2hv=Ru3$!|) zcw*Iopt#Wo0G_@^Z1RQASog}>(22V)f!}b^yVXVxBcFSZStjX~CL35B(_<8Jf?Emm zPAs64y_OPd(lZcJVK$)m6vk6%YwfH}Z+xj%^MDR_F!%koSrVLrYxXX-%!|h_ud>_? zKew=0)e}BidhaM0iI{IEjFnx*dZf*A-xcibJ1%)^nGS6xZpN8Nbsr4`AJH7CnTGU; zFQlC>(twi#C;aBdsGuMl|F7;BTCXgE|5T`0V<$vflq`GkJoq{>Wyes zs##N{OYdo?4{M9wTu|4QfrJV^myhU^GwEAmOmb)1|7~pRe}4XJY=xuPW@biQCLt;? zwiCsEI0gm@5icclIXz3-kv5wUVLbSf(sExozvLrp^AyILBFj$$9xNh_>iugCY$~SW z``5>f7%`P`)h>>ULAvMcittjskqu67LcE?!LM|o%)mc`0mdgS{PZ&qpOFH8_sx>F( zt&D@zEN_4*an-78aD1DIFe4~Sv8)HCjFEpFAH_$yq8AiP0$=0wG!2^Ozp>8rTQEbd zvWV*}jsyww8-%`RiAHmzNV*VLP$t!!0|JyX-G~71oxJtSz^5d^F9OklY5KaE1@3fT zHp;(G5GZC_I9F|d!g2l$$DrQBoF9Do(`i=<@AM&2@ZGSyiyF~8>@N#;B9>Mlu7;Iw zkP!Ift&82kGM5Y{0ymHC>&I4w)%OGZ>N=IAk8i_ljNX!ckTpLcn+u^JGq^*Jv7sC} zo6s7vH%P^%whH)J)t?WRbFp-QfYNpf65HnDA?Rmef;6$Y)G=-ajoHggo;JA^2B;Qc zl+zr@3Xe625&g_>X+xYQx$6i&Y+uF?w6U;XbMmX6IIr3 zkz@OD=KnuK>NOu35&*(o(H-<{a;3LK2C#a4Va6 z-MoPiD`S%B@B}xBrUNRXl{r_ya7it_E8S+U2&r}E9le}i-_#>`Wt_C@I^BO7Y;|jE zg-yUs%__vG{b4UuhtdR9_${*x0Kfc?M%P%l2oYQ2bo0h)jb>PZ+Udu2bH!fRI=V zxKYOHP=e##@E*Ebo1A%!1s-hkkM&xLMyC3u zg;l^S?FqL=Zr-@CQX>Kg{&?r}?@73cctB2yu8$ts`@n*kS*tH*LtPfwS@lU z(Qgtm{lzUGaaMqJ7el+n<4s>tYq~{TJ>t)l+CR8%xDrKg&iFIWn2cA6TN zl|hMhq*=4n@-81cY6J&q$@f6V3wC2|bw4y(ZpxvaR*@ss@(P7eOcD4X>1sbEh8>+j;@LpWcnsLYiNS; zk&F*{A2a_3xk5-}edgx{_x~4UJ9_3KDx_3_Z*e3_Gn62Frcs0N8*a$Xa_k6U>_feZPIW}? zr=>fRryC=&7xz~oP9!1JJtvs2LIg3MFU?W z_vyY*c zZGZpA&g^O(Jba(@y-V@|*P_qe`^PjQv(SQsZB#}k=1wH4Z5d~8VEm7x%{%vt&sRZX zuXuk|eupZ$=1POF>}#vdmRO>2>xQ11%t_LoEq4=C$O41%Cu#afdy`Xy#X3j*dHt{$ z$50Z#k|nc#4el#3(}<-w8*Bg+jV7Tm_7&d>$r4f=HfMiHyMda{PnJFAP*&2~4Z_f5!Ewk3(6@`xo zdQ}nUGJx@{SN!BLJf?8H1n~h$aA96EL2-dLi~FLZp|{Md%P$45 zm|WI9$LW7Ssdz`~c9@RQyf6F>C8drk{Bg;xvt#ME_hI0A?eBV(3@(3Jc%N@-JrJ&Tzn$pU?HpOo9QZSTZ#BOA{f*oHhYy2sepC3~Bo-~Id<=XJKkCnUS31QEYqMl(@v_U4 z#|LIO1fY}@k8DG}Tf$PL)F8gQM$?#8!Vb`>eyNFp}O zbqZ4_Lw&wMs-Y#dAi<-Q(_6>B)wbrqwm(pl=&xAgS&piZSfD4ghai! zBBxEB%vrDM{ZL%pNY$+jgB|R~*pwgOm2%eau$UDm{4i*_DvqU?oG_~V`n0$q(s9c+ z9lKfB)}==BIm2|)Vnkh9W$4FOOX@gjl~a#)C&QSgDklbZ9m{egSSz}x(@#*d#DP__ z%VPRveyX_!+7zCC3A-!dr*hTd*H?aZe(icqj9jTPFrg#){X~fe;|?d$15X{!r8&Zz z(j7MWxO$f4z!nQ#3EN2OIOMg<+by^iY1QtJss2_oJ*+~}O*a_+wCOmDc8F%xtMvl! ztfN0hJ1%F2VZt4pqY@v9n;aQJ6TzS#ql?)RaV3GfOFKOKDES2~ zutKcr4`vSX^TUc!d_$H)W=@t&OO0ln2sVgc;#Fbqc4?_qbl$C}das?8u9p(@pV=^9 z>o-^|{^Zuq`Z@34FonG2MG>nQ5D+=iE1C=I`Pe-nD+8)~g_9 z(;`chIyYv5Rn&meZ9>@|%ZpvZf<=AH8`cB+GK*D4zan%^>pgi4XB->mm;IiRx7cj2 z%JP@J&%V7{&mVb;iDsh86`3lB`mHc+H(N4SVbO!yzvQ%Uh=f<+21F6{P0-@7<`Ll6?&Z{GZy8PTL}5mSk>e1tcy{ zl}BbKfZ5eR1b^B&h-LW-=v94(@(^goJ)QdUF1}Zb{A&<*SCrZt9uwjnLo;96n+>BI z1^sR}ho|1ox`&9Pk=lU-*#hoDXgIrWpiCTpe@9*dmMEF`T65Ohy^Cpp6>Wgt>YErQ zXN^j$y-Fn3GWY&rov#dQG$Loy(lyt_5>jvXH-j|J`QT!Agzi&`!V&OfIailcN0XO< zJ^;z?I(F~vf@H>3okH^q&LJA>)R$8Nt%z8`KQ4E*r#r>_=#CV|R+{6pD-HPi)vC#K z)g&Umor1wypW9=8P*R7AppfwbY_Gh?IEl1vM%qs2wQH?9M`OZ^n@T(e0P#RgaS0r* zI3y$^z^ORHJ%-_-VuqNL2K${s#e*Fi-lpWV9`qau^kbrDy?b()JsQe)ce_>o#-X7LtEqMO^6v^s%tGQx^Jg+}t8>*X-& zz1;enF^>LEiICA_v63g6Puw-rL|ze`K^3OU+8e`qP!@mD?5Q{L#@L#9D&CI~(U#Og zf|H^*598$}6Q^?~^*`noP~w}fJjVdeH_-zo{Br(&kA@t>Bmmb|gs?;5mWl=XuoYw;U<@s*bXkA@04ZoF;5V z7tvJBt?{hdf{sYr>^LY>(b}mI5vB9m5fKZ}m#%*)IJzLYLQtJDaQ5|?LwTDjnedB_ z9Ovc#AO#})gwQ(b4z1VO=+>TR!=APpbzY-Y{&`=Mf~ACYYB2R`&x zbj8C$KhFv&lNgFx4o3cnUYY`1G$a5g3>(PZ=YDup9g?m4HT?aV+0BbSL(o9U=O(e* z<9}M6SU7M^VawzKG zB+zBny`)l3ZeInu@&|U@R*pCh>l%5GE`jjDXMu6)*9-&n)aA@ldB3rRwe zJa?G=*jvJOb$kRWskO`V0e~|WLQnx2uMlR@&P9ts(N1?tZRGHxytC~2@-TBkWtbYi zI+fU`vTQ7A8CZ;6rO6uFv{gz*9IAh_Wfs?GRpCiZ6U1i`_l5#fnVA>h8qmZaptSVl2V!Xu_sldm)eCmA;tCL{Y z>5)Z#$g&1)PyhFuwTZkDs)hs^IgVK*o`bm4K+`GSwH$s4@jmz-Ai0^~RkP{(;8JT; zVQbC2=Ca4W1&36lf(AA-JFVEMB$sMgMfG%%Qux+ckC|@-v28%&-ukT6I7F|MQSS;3 zH-06#8OaC|oMk`NCzX8w*(%?xk^h`Spih~deT>wFfd1kGisun{u6D!oH&^nLtTQ4h8hsz0= zgUei4JsjrX!uW@S%SZJK;{Sae0{?9tN;&R&etBH`%{dB1zky-L{-+GD z2DQ+^GRG=!j``^Q*|xS3)0Orz^sLMRfedcE2Wyk`|y#SjQiWp!&3dxVWYp5+hL}`tzTnak0;$-1=MCsR!D>WV}^xM-HLc| z@sc{WiH@KbGT=+1cI1#59VL@#S68qWbF=k^7pB$9aE1$gf=51AlNv+6W%<_~5g+Oj zXXKHsoUi<~o$sF(u4>H;s?2dQ#mT_d6?{l4S82@e>=$i+HKK8+Y-wwy?W(y;r}k6_96k?x`nWq3c3gnuJ6pI)T~qPRQqGI@3|x zXXk-8J*}g&pjgc_tlii-uBWCo>8;hev^6hAV z;Js-lTO$#~JO{m1=Ul$AnNiNG{aZrs<>vy2gP1Nx zrY(HtO2~?wn0>`S)xf9w)Z_}qUs1|vT4Fs5*Tjx$@-2^gX*j|4Nw)4-kGEPqB52dCplO}D!?_w6_8*ojAFxlDR>li;_SvELDY z87a@jcIy%x|Arf0&uqhc-R{2PwA{ixUN(B2C%5$_ttU3PcYhaxytk`J#LKhu!f}gr z6*|e3V!fMkgh{MFiNEjCcR`(NwIjJ3^!yv{-L@M6qiA9|SLF|Y8#Vi8Hk^r4GjnrE zyD;BA_KFvacF+t7L8%%!2LGHjEl#7Isrh=oh1cD^TsPke;!3&aOt9`$DO$qs# z()|N1bz{E|$>*Mxi;1)eLmFI5)V@Ae_2|qf?ow8@6aV%{?_&}_tFXlf zsR4gQ{vE8)ARl~&-n8xgc>XrsV7|4pL*$k5Mt`ZmrnM0(7DrrZmXN{8>bUG$XT*K%NB12XMz}J97XSuba_tdJ>?yvA#OYA1GGm|@pU*J+G_kVQY`0~K<_n| zeBtaB^{qqc)MY+_rp+wBI@x$T02JG#0>F+jrF*Y~dnX;dt7mkw%G;4Ogdup|*_UNE zKf*#<@;p%ZUAoVedf&)L@>c{0X6#4)iw}Ngr%SGhX6O-yr0XbYn3_*AT^+oQlGS46f0FD$ESW7 zzV&$|VSEthoxAGaJ+!j%fLO$j-X`ONx71d;GDp6YZPg(z)SjfKWR2p{I9DwaP| zWeHN9At&pg6UcPYXVbr~YPQn$onFyJ@gj3$qjPM7#x~O|;HN9aGM*8^lNA8tL}-=i zPo_2)yfgqWA)ldeANj6lV>&rfTLaWrh@#&gLmB~@+O(0w-_u1Yl6dfjM_yZalJWPf z`)s|hk5NDp9mu*W{Z(r1-c(%bai03v#l!NVo!(HddCxHtG#O#CZ^22k+f@4MH(Y}V zTF?FGvR^fRo3w3?TiOhy(S=ALJ3gz4IR=vEyZW;*qaYZjhtE-zTznu)5u%qoRvo?c z5KImVCW%d*@V%l>Z`Z4f`H4kfGlCgZ^DGWOInkWOt-Z3upmj{w*x9ThFT_97?zT?) zYsou5nHj|d8<)s&X}WE1@89oaA+cJmSKjx@ zzyOFYsxyXshZ?QRoLo8Q;uod_x(_dfu#n4h0OZA4x_$qGtvL!XsO|mF)7<83Zw?1l zu!xYS17?z3z%{!PI9dEk9%*nJxemu*`4#2CyM7n{z21%LqW9y+RJU(k*Aq-zNBWI) z^0aX!Hce8O=VMlcI}x5A?Z|cb$-E02RxIDU;B+pch0-pne(2{mfv5G zVKiRHMBb)*jFO`voHMHjbB@eVdAQdjxxs3^u-dcSo~|9C4wI?J{y%gII@{FViz$`u zOUt4RbcsS@0hrtsTRa+QwKZNhbnEZUhfJK(YC>u0R=zmt{>u1v{j7D@YK6`ZgdhKU z{InSbUHlx)i2Z%-Nv|b?j6?59 zdD|H0-O-GYQom13Ut+r>-&{LQ8h-6)JpQZRzSk?XIfb8vle~pIww;c>owX|Hq#4NA z=uPt*2U4*0{v!e3#?z~b4Woreu!Hqb7fIj!$56raW-XCz?qS2{woUalS#qYU{j-T| zhWbC7>$!J|$PRwSB%lG4hlRqm>rOg*$VAcl=caKb1uNyk2Tyg1hG@Gf-`2D=G0beA z?eLY-rM8`Gh$CNyiJV#DG9>qS=SYgPJqg-+`zNrgg zlbO99yDX(9Ty`9`ZmZeL;3@Cj1fWe0UpmNPGtl=T9}9y$BB4;K99B!EBO!@X_9a&v zU1YOG!&%lb_oO^>+#BF`j36Yf7301YN}!XBZV|puN<)SstZ03gzFNK79YJt|q|d}q zvlBAX0$$Wk=iYZ)(M>b;FiyR~qwoP@Sp9jL zFC5y6{zF=6A!VaN%Q_}4LFSET@19D8K`3%B%|%hAwVm%!))sd;9{zha?eY(tsIkks zk$2=_`ZwEAE{xnQV2%TdI5|YnYj#q^3AnS0eILtOVB!SR2y?XI%6vU1E|ez6Re4Sy z!*HO<@njh6;25pQ-*VJ$4sdwHNL{Z7PU;}n15^^?%g5pNHSV-~?(N7MiN&pS^0Ng{ zK$@1(?{wjWllVV5Vs*!1ts;HZt}HMa0Dp7sb%U9(Dq*t9WF9pv_d)gFe0Z*a1v>~Q zreWdg{}}Ahp8r4jx8_pF``K8DX9fR{g&^@-+NNrw-5xim1XI7^W>|m2on75c7#DPV z#FTS2g%|!Ekzu!-z>w=2O9F2YrbQ--yw4pZ-p0esC$FpHg>M85?Pp(XNU^{fF9vBY zlj(Sqq26QshenWYay|LxgC9|#t@8@miDqUI@}HH+e0xtmZnzts&%)g38Y~OtP67#u zk3q)aQZ|NSlB50zR=@V+Bc6orMjg+F>ZAq?Q7ldTg9Jf2#xn-c1YLEs;Fx2jYYt1Z zjOeHiHHjS+i*;YHF5eN#W3vznz%#N`8<>#{>j*43pDh?k`nM8zrDCT?<4oVo1Ms5V z#k#+l7l0fGw1TUfp#8bf9a+=^D-2k;3<4;+qUW}XX{lBjG-$WYyfmidkUe`zWXVwn z0?-TE_u~|tdhf;(4`s!W-pXgpnQL;#{cwKhIPbh+HA-}dHac9!KU=WVVjLh7(#-?Y zY3?PtS6JSEzT;2zaOvI5M)~3RVX~D5y5T}da-JEII-NoRHpw<=dN}W+qVN0mgi=WW z7!tX^3RoyYY*{-maM^@WU2ymWPh0?&YN;V6e^mum>9Qmmlh<}F*S9c8 zCnzLcT0#hSSjo7RRNlqrSA*%#+q^d?fS-l2_NK|Za%wmQ!iiIG3R_vUs%i4%)CRO< zKP9KL2EkKcd>@yNU)ztoK5hO;kdW&|1j=&Uq8Ta(k*n6S;XPo#YyrH6Tkm_YwS!u3K()u3}uwaSs=oU31tpTeIUPZA`^O{wS5Ofc!(j%_v* zGT$tH84O*!z0ebstp(^rlpQ&A>bfM;<>d-7v|nxGc$pzWch=x{N?kboh8uy%vqVT}9gg~3 zm>Kco)yGvDLQ$E^qNTeLK5yz}{~-{wRZ%y+v7~|mal?5ZtC`|rSE+PA?Bj;Rm>|$F z-u5XYj4#i%gt?q0LVI^hlEQRoH%?QA;#^Vk9Z8^KfM204EbL+18Nk;1M_A1ZrymBH zT(h=!6|{TXm1fI$cCzeXYm>B%1j(Iu9d0Bwh@TnxHgkv%8ob7sF_y=T!0&;Y?SzB* zO35f`2OjLZ9Vc8>`$J-FXEPUX&%gT6{vn>Gbe82)Aj3)D1nAX!{U1x-8Q3hNJ4EXS z;R|yGp}VG1LkQPfkJ>c1CdBU!hI53t=l+a-dA^!w03DBYaxxip^4@Zkh%&`L$}9A% zJ7c2&>4Zk-okJj5ZX>?IaovGWLp8VQEFT$=w7zNM;@M#n$xv5GQQ&gA^4(+dUW|u3 z-{1a*OLSeW`H`pB-Hq9`b!})6IPl;(yPi)b$)P@(LS~*>W1Wnu@=YkaIyGl_Z!;En z{&JjfGfb^}@%v(WiuPtgMLD2CXxmB))-97ze8=tdKOtW!E2N7Iw4<(8#M%H{SlsAX zRvOFApG24a{78KXZ8wVQsQg2dq~fXQL-*H^;y(AlVJg>5mAQwjttIacAqPpH@8!5S z;byMrk`8=uSlg_PkJQY5BfCgR^XY;=JUMa*b<5dT6n=ZEs}31XXk<3L(T-O!roju( z9zAv6=h32h;J~%doB=WDa=%}vj>n85bj1*!hmoH!$H8~--bT(XX=whNrCKJ3Mo~kMf#01NLhR6h(CB!9u05LqRtZ>U_+q>P!JJ z<>!4@X)@kAW3_WZdGvX7!0iyYr938{{?>Qwg&PSa&KFc9UDN|lRx0Ytw!Q$WX zb-A5ikaPI=_Ts3J7%SCrQ{`FoeSF1kE7#fu@Mn*TugeEc&qw!g9l=WjS%N1MHk!zk^;W%e=LWKm09d$Dd|Dh7B=X<$&9C~|_Y z!=Ewjy!&Lt$n|Tm`jhFh(zAS;=?yCH?GnS%$Bel{I)Si=UQneC9mg0tE>KOTV~_x3 z?g>{zD-CqpG&o<)Uh1F!;`rg+#H%f#@lF~xfmiQE=$q*`TIu`XCc}+1?#@a%?n6)8 z< zQ_V}ZTbCLgcE}G=gDK75cGSWQ!3cRPyAMvw^{Y0n;jg9*|*eb1&LgC_(qVvs3fCP@9p1x zd92Fjy_lfz|C94!l%&0F=1@tR)Q<>Mli~!8lO_Dy&5LQi=Zr$}qA&bP9Y4QXaoToI}Zmb~v9T&92GmBUt&%lvmUqfP$ zcF$y3PZHdo8WN+MiHP;~8jdkR1^_=a!#Y0RwXp2L>0)keVOchiAGF^tIn(}yxfK{upz^r#0+pJ9&Gb_FODkbZj3*^2w;0sJNXSqZk&1bPwk#`X zse16@v~%mke1h=DZ=eugkJ&mWkP?FJ|p**6S75TIM?G97-59hG5+{m4%z3*=TboyV7% zr~>6ZGO-+-2*-~-w{tr0cL*?=Z{Qscr5CwKoVJLXkv+w42O1_Tgh(2n9aP(VeJ8ZF zf!?#?m{TimTSsQ=OMInH(@O2!Y9U2B+9&R4!?Dy*;-k=o_HdT)&a_|>D`rdn^D$be zNu0<^7k|F?D~;|PN2#KBrvvZfe~G)}?bH$KQS8k724^=Fv5C2=Ztx)4Q3Iu{DSH=A z2AE_NwLCX zubq2@90rsotP;r+E*mte_2bbt_8$+^pa@fXBd3^&z@4HBZEE=#EAoWW45rU#5LtD` z#L`a21nDkzD2;!W|MplpOeP(FA8^|e;j9=FZKRRf03*}Po)a)cH%c%;`X z1YOoT&>brK&%jIV;%y+N58W{cziRd81gT*vRj+sqG}6bMHi%;q-G8@a$Y9VnJZAuL zZ#TxW^54UvilljonxUNUb6io2H|*WHXn8X2%e&ZI`~J+G8qya(AnI};N!{Th;DPkY z!pafV$eY=F_oq6}Oi93N?%aAVXXO@UUv5`?rSyI65z-TNW_ zY!0zRkAWb5Xj|tc9|EcIbQIeydp*Ojxmh1HNoPRz>weau`%6ReCSN!szPq^`N6eCO z!t^QOEv(QyRgr7sBgzZC53}n+B9ZeyMD2{ybuglAV zuw)Rh*ABp1BbryTOyXWNPO|kZed+Hr^7=1cX<^~x>43W8u^HuICu;)gYyd$q!BJ$Q zS^Ye)kYPKWp-S5a%vgzTxFC=B?53HaI=s74A@}ZI&m1ueD_(ko;~>eR$9n!I78JZGvSA@ zZt>$sAuLy?jCZQ?z-Tba5RdidY=r~#RoCpm{UEmDrLQQdh|d;=@7M-U zxvA|4xYvqma3jz6`xvX>CJ6C_&ysBlnM%vqHvMa ziP^E|gk{ScDxr9M*vGEM?0<0Eo#6935}d#*!z*5D^`;%VE2vXVB7q0_M7y7F22YHP zcgEzm?2K5jw;aBgW?&WStv2~l$QkOa11BmnG9m9w2)}lF>W)Ksb>`2;gwBTgrs8;U zIhzOZ)v2#>LVomOvLirgz1e6`6u)oGh@u2X_Z9Se$Ek(~oAR(X;9TirgFbIYLX<2+Ynsa5TI+6GVX~v|Fg=2TUULr~ z-A|#0u$EM<@nh4;;-=G($$s)yP&+W_{r zBJmb++P`h%l9Cne^Yu;ho-{zjX<5HX7UV2@3bj+pO8TxcT1-K z8)~hqX)ncV@B7%QE*lh+7wPv@X^g7?MN|%OY16NMNdy!Ax7^qW+# zC*bq-nDwsp(P-FYVY*@wyLU!vRCD1-6h1&Ri$$SEe1uP#F}@f9-_Zv-PAO)gZqNK= z?t#s`O(zyO!`?V^B*&i*@KRI}u9)Q(OeEgm`&QCThA zGuL`y|8|zFG>Np!7?sMICKcV-baZ%KbZraS#-(DZN3ks;G z=C1ur;=dwiG$=h6fy?&cpLo}hH)LU6E~J#rL5I+o5imXlhkCK3Wq#E2LUvb+B+=f& zxm7ZM24B*mB*nB=MgYR%X_QN`uhQdkGW`{VMPXN<<<@gh{ThDR!}=_r-**oHrUvOs zu-AW@dMzWOoY-^j{Y3oq`uZ%XCPVn9-tVaF`^t#KBljY}EmYSWWYiUDm^6@uyv^vCe3rtx&Xf@@YMa<;kUhw}o z%hKC}_@=HSQ3|r_HT)Y`vfSF2_dc8|8wJY`fgLG0$b(QOonKvaTl7v5vc}W}X)odY z$++@88>Wwym4@Aw5n=#Q6N1deLBg4~Br9`7m!%ac{Fgm1^=ndeC+ap~`-ENt%;zNW zFJQEiPdfkS{h`|VXK(a}eV32(+>$NAGdIH8iO+r2tilmS2HX{X|J)?3|5?m&M^#bv ztuQn2fGEEj=3mOzt62i^-w=IGt&xS}e%5+ByiERG^od%BhR+szo5jGPIs%OPy~2G} z->_`!?1B;(na1UL>D{@%pPk?T6kqjM!h;vat+nM}EdL)tXf1AszwO9Xa#BPqb4bnx zq?CTz{S6mjtJ@i)PMZc*9W=Eub@rCO-d`9lY^rsb?Qj+FGO_7q0n;%})s_N5f%y#| z$vxEf=tpR4RSRM5gtt7`GvF8nnkh$=x8_Pha&x(r*!7lWX|W0smM>nM#1#l!h8Sa9 z-X&g9BPLZRv;+C%ypBvOH>nGaXtm)5U&y zd0r?3AM3#;%}(->y~XvlqmKCZC<0(sz^qc=V_DsKf!pNFOz)}pIoC=KNHZ7rcZ4OfDn+3`43;fWqm{MS&0k6;Or>5E?+ zV>G+XtY~bXhSi-KV352f*Cb6l>Vl}Zs(**%Atz%^0KGS}^p;lJ-A|(02OFb*H78WM z&=t+(qiV^P$>Kz8;hgVRY=SgVR1cM7w0D|{RtFAoUH!u(b~i>BATnQ6(a|Rv{c}gZ zhTeVI-`kxa72zJPg&Wl=*X>M@pGdxae9LJY<^G z^(8jy%c8ajXo^lm#YunXaS~6MZIgv*7b%@qeq>lukqWYUt`l{Tj}Z!dwqR$YC7O1| z6t3~ce#Q3>ep5a6QglZRjJaTr-b}ZlQ!H{LZr#pzny1?Pv`ptlg`P>;Oo}Wn=%D~| z^v|gb2-xcpXA}Gxc+3_?$xWJPHDhrp+^640WGSpS{(-|vra#`)(#;dt9gG`8bbb$Y z&U01l^RqvcQYIo>X>F0h@6_j7tw^0W1+zZV@v$K5W36PAl&*yU7)vNH-rPtsU*GXz zH2~BGkIH9+*qDIM6SmUT<|&K@=Oy(GU<8hfqR?1}SHVk5m2CLwZ}>~o?)@DSmJa4) zgGTxDpSY{#deCz8%IkoTcvTB&K@1w&XH8%^1EUNasRdz6f`68drBTUN8eTZi6%Ed# z&grB4X=8Kji5=fHCUbMeNHR)7RHq<={*~ z@uk>?LEfVH{15SYU~@U(9kxey?KcWWKI_nlP zt9?KV=1S zi|9|E&U5c}V*#*!M47yWw@7jW>6iBqPrXy-skaX^MBmw;5W_Ov{)nejV)~&{pUKEC z_15(r_2X5Mmqg+vPILwG`D>4^h&P|YJzrE=&QdARoWUkIlP7RvX@OkT3u$e@(u>yC zN2gMz6K}KnU4qK8*t(_3_iPdK2^!q{R71hXPXJkBW}&g1@O;@wl6A zG?I~!ON|v4MJJ4+iupMQU+}Q>7!?7rT;1~x(d!|vwOkM1Fg|3%kn2-V4PG3wk#o&t zPxBApBOSN%eXfJ1D?=0({J@x^oNpvg@-&gjwemd zHKYFxQr}_~WY$Xq_bmU$(h=(y#dCbs!f-cydZ%KO zX}{8p!LPYfZ}kCt0R62Y?5cQG224=?ZnM{jEg8T*YpBx)&LvZu8C<;mVv_X=qPX3- zSfxzPf&I=^n*699iyqQce)faKKGY5qRi;qer0ek|7ED@cykTCD*D3KlHc|-X;?OHg zD&XkJ2kCyt)bJsbxsMTrG4w3{V(8H%Qq{nom`yO-eA$#>NstuY#V;P!e@@Tta0u82 z@iAwMQ^rNnhC$4!Y-{yPwMi+P(PL;WK^4rsNdg?rfYYk2_)RsQe=~{8F64~@Ws}_L zW7LFQS}0P;PxW$C`$VQMJRmgkM$e}Q0!NGb923K$t2a_t_q)v|;I#Yu_)m^q*}*fz zWKv&`v$h*KIVOlFvSnO#cg75SZ2FH>+Xzw2j81W0>IZEVhZ?6qh-27_2^Y$=ADG+} zU5|$G&$+4mok0wgK|ba{=nAba7~h#+<{tNI?vFTo6`T=<&(+6{u4OXT;hDSPmI7>D z@6Wd{nq1VZXu}y=8Lgy!E1c_SoJ_Mh@U^y{xp{$iYZnmsbo=AYUd!tpwcyN9n{mf+ zr3k&DJ*rVWUmC$4a|#MzNubXr1h5Zn!l#3Qpv@Z75{dLlTg>`Jl1qsCh>T2%!&C7z z51({nk(c9l$eipPmbHtIeEmT(yQZVMkfAS%e|sY6H2g01*nj1Iu?xxpWQ)bTsO@fk z)C_xsYHu)SvD(iq)gH?wI5u|OhM4^*d^@up_+rn9=)1Er++)w#1eu3V`ZDj5UpsYT ztZ)m4AK@KEq}=6Z(OT*~PHT*nhu#{Z7(98(ufXz*e*=(f56{qf=G!!eyuQcRgv$%E zlTsvg2g#V$xPeU3caNtG-v&}`ao-311#1yj zQU)AoT#-AOd5)VdVK-f`>XSx8p^<5bBNJTp&SGf7(W0}yy5Z&_Td#dKV{A&C?ng0c zm?MJpJ!=L$0-hS!9C1@R&3W{8I7t!FNn2|1wvO#7 ziE9_owE9bmfw{Q;+f2ycr5Iz3N232%PeHt-RqBdsGm|Gv!N!aYoQr_^L@cg6Z`0^R*@_1_e9K zGu;ZZJjY*7@-7^BQ8G2vHfL9hgbxPS(Jq9eE=k*Ma&M_i&W=6K!6&Qg8&#Wjx_-`` zvI!&Us$(2;UI%eRazyw-_0xeSFMv-T1#?fwUfS!z-rZfSFhR%8U%A&G%jxVV_QL+7 zvNkEGYGQ0cTYAoz_;{wg`NF2DXerLLu=i(-!pX}mGHAm}BVsq1Xn1oEIX&PvT;q5V z2ONj*G1m8Kj3Rl;2*O}ASc=P87ysYG+KvA;>q*+0IlOHNMzlV|z1~b0$@AP6#@qc_ z@{;!+~kDs zadg!fzaQm!!~!~RtQ{c zlCV#Lo#;U*t8^~QaR~(;lq@}fY~Gn~TQ0Yi=X2K3`ursZX$p41MCFeCX)B$n9%Bf; znFe0QN-X?OgJo6Pf(2_2L(~JHTh&$U*11=m7%ZFczuG&`peD3!kE0-npa>{}gwTR? z=|!p_Ep%xi0R#l1CV~VA(p3~9B~%GLsB|G9V2t!8gwR2Hkw5^YigZx)a_7yQbKaXb zbI+T(Gw;j&xc2NlduGkrvv&FK-}195BfdPi7$j_E#+mXK4KQ^}(zRLm;9`g0sR0bz= zj}r>k($aqn(L!@?UGv;7=T8t|^kCU`Y4X+x7@asEOluwXdXN}LI-L6qV@P}-O56sM zAsj7VkEuf52WKi3ICPU~I4XiBP6FA>Iso}bNn9`9FH}F0`#~)fQv7y){S=Fe#1qau z^!6SAAHaZ`o&6e(n4nP81cmVaBlAJ6Po^!3v z+}Kqh4%*c~6RHd%$it#m!r>4`Ehf=pAvs%lwo3M=<#X3IRXmbb=@#(81SN*ACS_%n z!i?tUYf{hhKW_52i2z8tPP=tkKXfUodIcAK%w)NVZumd2c;*rS>-Q0JlN`coL`^i* z{BNN+fu4s?(miuyCT;X=R;*u%T=QTz_+(nHkwoISux?OTDz5LvW+6I*)f)V_Q@RkQ zE5iX9W(~wRV2L5rg;ykNYNobC7*UEN*bqUSJc-UcP#iQp$TX?^K~$db5s7uCFgv90 z+u2DiyS<4dGHhigZn$HV?-X45mAqfoYoVW1il|1s#=(~-?N4e`&+WPV5L-=D?X74H zQNPK4ly?3%UEWSe)^EB@TH}6i(9Yu22LNzxn!|66S9fHoXo#|}o)~>~*EAczWn<0| z>WKQZxkbj_R}dtA|E9T-9m8t*oEfR02C(zII^Wmzyb%^Clz}^5yJNTQu~r1%!g> zEx@rl`F8ZDMr5Kw_p^|Y%)dqA3BXz)C z@Fdrz4W<&UdrUF2(GC0(2kEUsT@Wm_v zGsN#)dZ}0LA=;2$EnGj#UYW*X+00S}G2P9Ri^szK6d!yk-#EO~A#7^=>+Pr>yGdD! zk}8cqMo!Q5O3hsNxE6om6Pc7F zLVfg{&;_{S!FWciG(}^i0Qae5mv21(9Ed(ZHmUU~j^BL1cxuND}w6xRSoVWbkHLo=`cX6ta`VI|@Ryj5*zrdmn%= z3-Q)!K;QXS+5P<6^~8mx+P5~){wg`@i6M<+{#GGCa3a4~zW>GGLyIESFCEi3lehG^ z!1Z@SoUg9d)O5u1sOl~|Du&UYXtuh5`ohxaMO*c#yi$49ZvEQ#eiJjnLI!rD)5&Q< zv66C3&8GsiEN;@U4!&@I^Tipm*lxv58fvf7Hub{ZZP*qxY-RKVLBIo@QgfqLQX<8? zJfY~qi%w)#=(i7I?&=vMT;P}F9b8PCsE z^s68x=^p2O1eTM&QKkhQcIf3N4KKYfdR{zIsB7%gDTFOZzZEFr1rndaTG(4fPXX~3 zjhAV@Ve6&XH{n2gQF`9syF%PNCPlcI z*^6%edwVtg>M7z{h@n|$^Inzj0;kK=US9oEUmwe9TdB3ngX7(C#BzX*-6Tok28vUX z@c?`X)ZCd=NS_*8YeQEmBIkTOp-a#**$tZ|>}Vw8MXas;(*q~LhPvgel#ijc)rh%F z854HEk*7yx#yMLZZ8`cl)yqpqGHU1|(nT6k<)N)HR)QLN^|Cq&kwAkvt+&iwPv%ZM7sB^`J@vx%`Gq5Jb>XtHRpvBbc; z(c5Ax-&uo%{hk@rks`ug8h#kb$S?6J5ARqhd0=K={662p`tF@d&+y4>NS*+vTTAy( z6K|JdaFByJctl?kw_nbO{XxAR;qGq=3P#-~I4$tu)*-qM))>*@UgG&-Y0V^nTbx$1 zfd4h87XSn9^|5wIh3@L56^q5?70nt^k>|QZR4d=p$fjFX;AvzBEi#}Lm}Jf1v%Bh|#v36&0qsW&Nfw*gfv9V& zbrnJ@?0-JpX#RogYWT03>Nz!UVh^MXmuw|^oIH~9*OQMinFgw>{4&B4$J=zH5lN;( zhnm2}NVSV>9@HD+6g&H@UhdWb!Q|KGWs%h4%tg<@7GH6YoXOSOvE{`3VXyCwL?KSj6u06c@IayuGxm zv7woBW1BjEuB@wbCMdumFfymYzRB4WQO8bMc-%V}V&)Xpj~vhl}FxX4%CtyPO_Kt6}fILe-rYd#Zb~>%p<66<|+f>1l zE5^9%EYMRK*O5`xR$UzQ!_#|9fMdkYP|Oc9ldl)NV$<_y(sZZ$ufhF@PEjv$CO@Iw zAAppT)_uLq!p*>m!CfTnmlIdCg(hUyr#&bzJz2(q|3%Q)ZUw{OHj8YJhKE34IOQZ| zl*gqmWH$6y!$c{miX@`%rX}|j)UN|VN+>2$RNXk#7^O;eN#Q4$nyHBeiaQ)xyo;LO zOqhJ$2Tt7cG^!T3ea}6jzYaXH93Sb`z@kl}$3i_HST55rOnsak~baGX7f9!J_y~s1*|H@m?#5$-w>@+OH#0*R^JYi9xn`DJ($Oi=sWPs zv4`hHisskF>Ck2zE61ch3&Amxn2!FGprE9lJ5d;jNFXayBU5}MHY9pMvCSxlNoAs7 zu!rxvd)za+&1^uRNHpoVY6UG`?frxU-k3)!uxGMkrj6zvj7BY5ZTvK{aueaH(M?@i z7Vt6DIvi-U!UsIC16RRDK9boA#?sv0R%3@XC1sroR<7OZI@hR#lx?sRbH(?BsSO#d*OLL|0CCa8_L?=%Z@Q7nYxjR~ zj3AIacYP>g9j8y=CR-NW_+gT=@v$+|55z?te+DIm4G8DP z1GuaAGPw<;$=8D)n5n#;4$m34Okb2QH=ZfeGrItXa#-;{&$i?e z7c~jcQbLmaxwbHzxT@HWqnx{!i7@U;%eIRXyErS=oEl;D6@hv>(oHW-^5vSApv=d~ z>i!M^VAPJhMc6NkH%pmwQeEZ&Nvbt&j38-+6MaxV7u+n`z9E;Ib3qpOKAVD4>X8Y@ z`ZQmOpN(DHqKpe3PP8Vsl+!o;*hwy0-zqU^1GNv|Tkx^>#MW4|U$ruIi9T&RJ!rxX znq~jtb(A#S5=|}kt`~Sp*+5@XCsvKA>W#w~E0vx)F{iMhT1q&wI7jNG3JHPEX@Q%H zlZiW;^7n4<{N&W~LiiVjI6~9}?WIhPT?Be1(uC7LJKDs+krxM+DGJEKLD-Per06!% zVJas;9>a1*P!^IV%hx0_n_5sP2H!N!5aw@G-rL0ko z)d_|pJrr9BZW2ClbPBlgMD8Hu)&hB=YoHSrx7yAUULWx`JH!a&o)E~PDp33-ah|;d z5%y|0AN$OvsUzJu?V!SMP3dz{E&&wxQ_-p6)^!kid6_<(%|h7W{?64+UQ+2E^I637 z4j4sR@?R*ygm(|z_`c;F^oSAX8aAruM84+^J@e6$E!{bRFQ{Fiwe=6)s zwnU5nhs~d+@@PXza{usQYw;?j>)iDv;h6}PlzPYTlxhM^`KTt@sbiu(OurNVURm&N zo;}o!@v2&kB(RbVu!F>p??|Maoze2@&ODYKcL3|mlxgeTVPGvVptG7f)j{em24t5jn4GaNe;hT3Ze` to find the transform between matched keypoints. + * Use the function :perspective_transform:`perspectiveTransform<>` to map the points. + + +Theory +====== + +Code +==== + +This tutorial code's is shown lines below. You can also download it from `here `_ + +.. code-block:: cpp + + #include + #include + #include "opencv2/core/core.hpp" + #include "opencv2/features2d/features2d.hpp" + #include "opencv2/highgui/highgui.hpp" + #include "opencv2/calib3d/calib3d.hpp" + + using namespace cv; + + void readme(); + + /** @function main */ + int main( int argc, char** argv ) + { + if( argc != 3 ) + { readme(); return -1; } + + Mat img_object = imread( argv[1], CV_LOAD_IMAGE_GRAYSCALE ); + Mat img_scene = imread( argv[2], CV_LOAD_IMAGE_GRAYSCALE ); + + if( !img_object.data || !img_scene.data ) + { std::cout<< " --(!) Error reading images " << std::endl; return -1; } + + //-- Step 1: Detect the keypoints using SURF Detector + int minHessian = 400; + + SurfFeatureDetector detector( minHessian ); + + std::vector keypoints_object, keypoints_scene; + + detector.detect( img_object, keypoints_object ); + detector.detect( img_scene, keypoints_scene ); + + //-- Step 2: Calculate descriptors (feature vectors) + SurfDescriptorExtractor extractor; + + Mat descriptors_object, descriptors_scene; + + extractor.compute( img_object, keypoints_object, descriptors_object ); + extractor.compute( img_scene, keypoints_scene, descriptors_scene ); + + //-- Step 3: Matching descriptor vectors using FLANN matcher + FlannBasedMatcher matcher; + std::vector< DMatch > matches; + matcher.match( descriptors_object, descriptors_scene, matches ); + + double max_dist = 0; double min_dist = 100; + + //-- Quick calculation of max and min distances between keypoints + for( int i = 0; i < descriptors_object.rows; i++ ) + { double dist = matches[i].distance; + if( dist < min_dist ) min_dist = dist; + if( dist > max_dist ) max_dist = dist; + } + + printf("-- Max dist : %f \n", max_dist ); + printf("-- Min dist : %f \n", min_dist ); + + //-- Draw only "good" matches (i.e. whose distance is less than 3*min_dist ) + std::vector< DMatch > good_matches; + + for( int i = 0; i < descriptors_object.rows; i++ ) + { if( matches[i].distance < 3*min_dist ) + { good_matches.push_back( matches[i]); } + } + + Mat img_matches; + drawMatches( img_object, keypoints_object, img_scene, keypoints_scene, + good_matches, img_matches, Scalar::all(-1), Scalar::all(-1), + vector(), DrawMatchesFlags::NOT_DRAW_SINGLE_POINTS ); + + //-- Localize the object + std::vector obj; + std::vector scene; + + for( int i = 0; i < good_matches.size(); i++ ) + { + //-- Get the keypoints from the good matches + obj.push_back( keypoints_object[ good_matches[i].queryIdx ].pt ); + scene.push_back( keypoints_scene[ good_matches[i].trainIdx ].pt ); + } + + Mat H = findHomography( obj, scene, CV_RANSAC ); + + //-- Get the corners from the image_1 ( the object to be "detected" ) + std::vector obj_corners(4); + obj_corners[0] = cvPoint(0,0); obj_corners[1] = cvPoint( img_object.cols, 0 ); + obj_corners[2] = cvPoint( img_object.cols, img_object.rows ); obj_corners[3] = cvPoint( 0, img_object.rows ); + std::vector scene_corners(4); + + perspectiveTransform( obj_corners, scene_corners, H); + + //-- Draw lines between the corners (the mapped object in the scene - image_2 ) + line( img_matches, scene_corners[0] + Point2f( img_object.cols, 0), scene_corners[1] + Point2f( img_object.cols, 0), Scalar(0, 255, 0), 4 ); + line( img_matches, scene_corners[1] + Point2f( img_object.cols, 0), scene_corners[2] + Point2f( img_object.cols, 0), Scalar( 0, 255, 0), 4 ); + line( img_matches, scene_corners[2] + Point2f( img_object.cols, 0), scene_corners[3] + Point2f( img_object.cols, 0), Scalar( 0, 255, 0), 4 ); + line( img_matches, scene_corners[3] + Point2f( img_object.cols, 0), scene_corners[0] + Point2f( img_object.cols, 0), Scalar( 0, 255, 0), 4 ); + + //-- Show detected matches + imshow( "Good Matches & Object detection", img_matches ); + + waitKey(0); + return 0; + } + + /** @function readme */ + void readme() + { std::cout << " Usage: ./SURF_descriptor " << std::endl; } + +Explanation +============ + +Result +====== + + +#. And here is the result for the detected object (highlighted in green) + + .. image:: images/Feature_Homography_Result.jpg + :align: center + :height: 200pt + diff --git a/doc/tutorials/features2d/feature_homography/images/Feature_Homography_Result.jpg b/doc/tutorials/features2d/feature_homography/images/Feature_Homography_Result.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d043a5a6e952055f9364a9011ced8af0df68634f GIT binary patch literal 91652 zcmeFYWmH^G@HRNO1b2dmA;Vw^1a}ECLxK!$2?Pi(Gq`&Q1h*svhrvCA2bVzt1b4Rp z!QGet?>)Qke%LSjVZUw9IepGORek%Zr)%m~SKs?E{jdxmgDOFk02mk;0F}od;9(A+ z0Kmb*#>U3NdF*g-aB%U6@bMlS>60e}MC7Ct6y&7jKN#FjJ9JG5^1A4{ZQ)e2g?KB`l0*08DZWEOLy8 zE&vk%fPszmi1vRs>_>6+9@OnpQv_mR&W9&#wI;v3-OF_(~5EoRFOJlS5EgLCeK$ByWlqr$}FflMOaR_j5v2n05 zu^yp5q9Dh9grFG|k3&iIOhC>Io}EzDK63a<9`+$;1(%u~5nSCddPDL8K%uS+j)T)l8y;T*YQn%TbQeYko;thI)QQ; zQuVh(7~2_jc0y#de#Gj8-{b7^cejZTNg|GRUM)pE07SfV#Z_z2$t4z2On_uIDKo6p z*3)i_PID$`aau}E0Q*P}!WV3|q02X!{OcefelBN_Wz<8Z&|NVSr=gygJIICO2sKPQ zf(I--Xu&`S@I$>7N2OR@5rzReM&?b9UcUJ0P6qI-3as?@IfTJtiFl{i{h>MuWAq5dpF3Fq^DKK5;wgbJ#J zdkX;&UFpDWkSVQmo36(VdbiIi^8L<&5WqObKE@s|o&0D#q@HV?kn7L#K90U)gO78E zk>id;+12?|T}WzBge*}o#?XAXlDCY{Fn)C%f)CKlL)oEsDzp}1dTg*3^Sw7$S1L>-9h!#JbT>jTTv6Kk55koRvs zZ&sX@FHvbf0Pxe+VqLc6>f;Ew+nClTQ1@xov#FD{MoQlucm96CHTEq3wc?7j;(|i; zx-ivr;z|#KRl0@b$0~U}{FwL#3nus|hugdc4)V)n8w<3$mH>Ky_Bp!Vqda4yx=3Rc z59kBHWJ#crmO@GXm^9sLh1&1cK?$kmv@3Ga#RFts{)chmzz8I>4b^aCC@np5*KnzA z!$?1YI?jry^o+Ytw>Fr_&eF1-Cym0&3BXVSXu^{nxF;)x1`J;U;9eM&2$|dIyH!iI zsW~gF2r~Fz>r&W=Sx)wsi)r3ybU%rwbXw>G@6iYiHy_$&u?*Q*Uh+kTM;!X6{5V04 zYkE>#W5Knb4P9@nkJ8Ty8b^(4PYeVlSOtfr9_J`TsJ- z+GbG1uFj5$@z^0|1~m8qo{T}6vO=I>N8Cu=-Ic+Xp^R7WlD{C7CzuoyYdXJJXTpa7 zqP<|2@?xhV6lxd)Me+bTDHQjY`p9t3yrrpt-tFfLp9$&E96eQ9oKsb+n?6$o(!h$YxL{TGnR87x!~HGCmIo~YGO zFn*CHx~ynS6Q%RvvEaszvPhiW2T?PQT#LL_AFVAym~y?g(F8UjeqAHtc+1%(@t5(! z>wU9a(u*y|o!m+;uE-hs7iH>x2mZIvErj$x4*nMtn)@~Wf{z+S)z8+$|NF<~{?`{? z7`8qYpST?DHIDngPsY5fx2F6kGI)}}@}GUN|Mj^Gwzt-gB2_ko!eL~~_luGL`f;DK z_t8wYw>B1hD*ohpW75~s|MjttGv+>uc*6SrpTHpF8rc2|$$$S>V3wM!=!tp6SxpO+ z!7tg)^kez2S8klR9C;L_$p8P)|9{s1zjT<4kiReTBg7pLyoSj)Vf~|YxLjmd<&~(z zJPr;!I;Zf>gJ4|##DpSVz8bFOWzg-&jUu&iv1k)}eYeoJVb`zZB4QBje9VvmY+78o zRiVYffDiKzfTtEOQ5FL26sOk{{axsXLQH?rQmFe>hN^i zo%&13hY~%AcB1>N*0mn;bUP4buup;vr|zmhV0&U+f@U-g*AIr z()B6)i37)b)lkl4rt?10lDY@L$Dwdp(6Uj?1KZm6 zhzxeGW$twILSjgdyP3b@vmAX}egKqG?~GjvpDO$|bo_?)8(f-$Ok9ed zD(Q9n&>3d-pbc=~;q$Uk4T&P)KMdH$u~7Xa1~Cng)GJK8WxNKdb&SAeZWWiBjboQj zMwDLi>M{Gakoz3KI<~$w3or-td>g)Qm;3sJPQd)~w(8w?z2&nJB{g1JOkaO;pYzGq z8_84s(g#2YpV_--s|S0?u;EwN+Rym6`Hya^l#%Tq=|mQpUCMWf0f!!cJF$X!7l6?Z zfDS&Gaw}d;v`=a?R&S8Au5^{^lMK((dV@#Lh`pB6KdqN+elBu4_AcoC^3llD%aXq= z_Zb0}aG8){!nFNbVW z;%XX;xWj2Z$mO~8(rIwngg>dbF}H)97jxy(LYdB`luaq75b@mS3}4>6$N7t-_-I_V zHBas7vIU(xMlj)PydhHU(b=_yZ3Ts6zOf21e5@H;kR zgyzrtDnWucmwO?GM^<$SA3>(zbBOmn034cSyit0~=lu5u+)PW$BNy9d2&`>qcq}A3 z_ADancS!Vx(%gN#kof!M%j^s$t2=I|e~1Q__OpL!cJ9r!!w-OM)hBTkZ-Uh?#~mIo zD3$Z&K+?$!(o!F6Eh^gYVJa(=@#^LC*$;pil%A{}nec>jl0>WLi-XaQb%in3dp!p9 zX)LA!lg>|g^jAi>9u$<wdtwQj6W|H`B& z-*E*vh`z|?wV)2->&@Qa2td?VWT#sb;OHis|ANYt30BsB9b3LPVmK|jLwWnM44C^T z%hWcC{n>1Q%Dpy1pf?9tN(tW{K`Oqa5!5K%>*d!4oo%MjO4JCj7Z5|utTHH;g~m#q zwhNXt^UJhKy;Dr`*GCzWnM!%s%pgnHrqR*jR)lm^mGv7vvH6*P=Kra_y#hM&8(}Y- zuBOn^9_2m`R(>j->USE>tW73b_o&F+sPzD4%Vp z+7;dTXvbPOg@4?|q-Wx))M=E}_qjPE4kJ?x)hChFl8PS_^Dg&Hv|^v?8@GGKsqod} zi?SBl+i5+2Io)e_{o%V6;~QV{R(k0Z6=N~RN4pxhRDTy*@?|UZ$=Aw{{yOC3W;}Fx zlQO<3{^5$R)3y9h1k3Wa)LOCLjOO`yJNqQq4E`7etnRoT&Cijr zAyl?ze(eYjlRaktrL|G;j6y&njEB#utu?2@&2ip~#Hz$>V%g#_D~*(;)MvK^7Mffd zn#~SOtmWc$Z&5|OW9yA)N;+58-BzaSl`3WGk)7VFd|Z_3HPbj_S=QyK_OK{s6Gj`(SZP ze=Pg7$^;h#%uL;IUOqi|00^l)0De}S>-3XM156RUrE$*j`^d0oys zZC^95@&oR^2UM5)Q;4t&rS}fK<>7-p05BH=Hordr&Moiz+p8DxB;Gs#Zp0q|mL}%I zt-my5PHG;t)D0a=Q3da6-#Vafk!4{3DT_#_7Xk@#Zk0-1)P%K-it&GEb&R4KkF_>J zH>~de787?{c0lIS9|5Wpy6X5jDbk_SlSX1C*xLia%XBWl|6QzF+D))3z@#90 zw5p-L`{*N&dBT9a?ib??4h67AOb-6hhJmnMJu8Fuzl`_IQ#V}O@)Tn>4x%e60EY#A zBO9#U3j zVBFIRe*l#H4|li=Z6{^wnOyqDC9bCgBOlB9H1aBgXE4+R^MVn=eg9Lu&konrGh~tA|WeAKPS31ez95#-sl%qthrR-y67RL#1ibe0bwkY?51TiO+ zl}S!Gu2u$zCmFig%ckINEmBDOGHa5Vo4(!AgfUg1GBEd=CG-J5W8Ej>rUj@@Si zl}uZ7YF2lIuOE5en0zh9%KT(uoI+$Fc5;H-u;;9T26rtT5T<)2DX~*j;cv*w6yppU$dE$Md(8LsWaJx6S8vbZOT?Ko zIwhmm#tyz*<0+>2coCX&fc3q5Cy775%fC)CI=|-$<0bjSKX-%qN>+ckvoS5mPXn*# z$;ZTRB8h45r;ue!v#JbcMs=Bma>qDUMjPuMsofF`BEc1=){ zz1B|m?#%1j&zpV8-!IxX^Z-x`{Q33irTgUvyxQ4{+nr7G_kagLa@k{kzd7*$*wRre zk9XTK_H}bde%m2%^?tq$q!1?YVsU#>dm3IuO4d z&ZbCEjH;iiBoL9Xk(R-$cmRl_c;5AFuGud2P_|yx=+1jXC*sQ0JC=Vo8lvq+QWE6a z>6t#F{k3c7O0Qqn_q;B2f1>rTq^7%3_^91g1LQkETiDE!EHGK>spyQj_rqu^2683RIyX%5>S6 z4Lr?R7kM@fxxG*d_-V)z#(zuv^Zw7@$9!o*_u>t$(t;t=*m(zv6DbRI`5+dXXy}W0 zJ9Ld;p4$@|zHP)D=l*5&lV)7y0dP_tdmoM9`UR)_EBtfgFcSR$P%2SsG)rhPv;|9R zO+5g<8i|dbw8b^^O|u@{lj${Gieq-d=l+0bb{)4^jvv$0W4rJE7imvkv$wkSKKimY zK}O1gXW(QqUxL`P<;M(Jt>CHf*-h>k+zIz-_Sb&2w(%N!n57IimgLWYmcahJcL=zp z<-3yL07D!ELTB0P7T}jSCwLC;j2iox^=pm?zNXRyId!*CA^)=i0YmGleig*s8qJ7)hBd-uQ#;=o!zKqY(8qR8Tnr=Lwsj<5$T$VM zHJjUKALig;MOUzbx$y9u{oakJ&;}JEL#~LN4uApZTYDVh3c%$|3$tnV&$}epOOg2x z$-7z7LKXCkvrhLrHZKBr9Aquoot?!dI~k2aDvwH8GkDu(8$l9rsaPCXcnnU4*crUL z2sQo=7lTKF{V)b0ZTqt*efqxHCJGT&tkm@_>p)p5JdU7w7h|=xl!*}qEW9bhK#U$v zq5^d2)|7mMqn*VuZsn#mG5)_j$j9|hlkV;4mK3172g7Qjx{^8NFg8;mNt9_&r0%qu zn9m^FXGGeE6cm4y22;3HNwM5Mbq*fi&fmQk|DaR>Knpx}@%_H4L#_ zSYRM0WBf{pT5VsRyRkf|xpY7BEY(3;f2K zwVrZoK9Tw(eZtX`G~+N{uz{UGN_NB^>adikCkdKOrZ3V=Qz)$$2+Lb1mvtqeAL7?o z{DyzYH59ZYWGmg1By*&_KqnEB8sz$`9P}@W

&JcIgf7VCzn*g^J4$}pe4Sb4D$ zWgNF+p1X!}zXsl{A_n5Gd#9n{Q};bM(=Wo-1$7^b6Z(Vv1;Iad>P90`%-Ns;zsCZ+ z7|>p%$4i5Wo{bNOscqq1|4CQKr9;D9OO51bcKEq&XNE`CtIm)*sa<=Afq`UZ1`_=&qDvM+ETEOM05^7= zT>GHKa&)zD7SoW_DK=KVmx)d_J2vs?TE5xnv?liuSKoHI;a3;(o)rQI24*8_ zmd7B>xEqQ|TRC*u4JeCmku8!@K8z}}vT`@l_ekJm)4MR0wk7YZ0GytFw+oda(g7p&^Ti5T4$((p4I0Mj-BYHEiTam) z+E{e}XFnV3_}LYZWK*FPHIoF`yuo?^q(!=E^hw=}$60c*y5z=!{M`!s?VL2T1o&Ia zL+TH+0CIRs`t0UIfjxI|R5zY-{_FtFFX3zs!kr8ax*f8-{owdPPhFB}kRW!v@iBko6hrzB$YNq+W_Zr& z<$RD(p!lY49Mx3t=e~Xt5=IDElwB(MgEmz%5R6R~ALpxxk<7?!a8k;2?4?Vi=1v`) z8&ZQ2c0GvD?TYc4?3WfARMq95=Om`_m}@MN=`e<$zU3DMMQUM5Gv%)7ek5RsEDIn| zOljotje6XM^Do6BW%<=7$HsgQD=K|yKDVy}}<@IG!mw67`LOEzPa&i(CO)TrB>$OeX%S=!Pus!6-VN)o0j*GiuCskj5f z(1rrXdL22*R)Ekg>7CC55d}-m=uRHV=+x-BIrg^QDdT}d^1PUOub}% zB4TVA&WiIdOH#7OW7wToHBAAL4qt-G!!&!6;=_o%Zn&}=J9rw$f50^isc2I!R@md2 zjqe+O{9RC|I1X~G4`GHWy(Ga3bgKK8t1HoERuG=@$j`b*Y{44u6!7zB)d*l1C#JTV z8bYe&8oK`@-AQ$~E=&n*z#akpg!u~{1}&qQwl!Zs1oD<1fgODDJQPJva-}vr<526m_;$ijX+f;=)5qF=n2+W>RHsL_ z!+jsrJ1%^OOu11M$h2vQswZbwyQ{>r;5j)a-0vY#ltWwfnvSL{Xz_^?32QQa)d^v< z2TP?Nr)>pTC98h4VKV2UH@gXbXBq{rFIh1hTS_Rq3p{|jE|#W0eOa^k;aYO@SvP0Oi66GeWmYIf1t!E! zZy<8g3s9h!Vw_WUek=$aeAU<%rz>A%b|!k2sp5bH?rlU<$aI z_(QP~l&1B(%+Sbj+~{*dqCeS6Xqy{vwj&KQAqh2brKPYTjp(>rnulo1VY}tb!FHRN z7`#oMVY%KL`%L_BjSs{gA%;x`Ljr^G*&Dhr0SNY$PoVw%iQzqN=9yKFW6Iqjk? zzzHxyL{4e0JyY9~U_(cMtH7bhDcu8LQ3Xje2Q530dj4kHgMJu08)gw2<_r>*#m8V1 z1OAh^7zDzVFBEyOViz@k#-1f`625vzdOyBD-Q%5d_v3kjb1WA0>@j0(W~iN`VUW?t zyJVMekj1Afk5E~e+be?+ND%JC`HCU31i^hkA3HW_oe|Dn266+arwVA6lf;vL{jCdJ zY<@GzIhYs$$9~Mfvd9}nrgbA&R2iGFpUcLQO{t(jkRWnaL*P{nM4{4K~a-^AV-}js|+#S74RTn*o$Qa$GjN~x@Oh# zf^2N4>E*?S;?B=P^5-prmHhx~wse-}4C`9yr5_ECGpzG>KVmY9ZmGFPZ*lrt0yaap zQa#G9e|8Qq7w@FB0i(Q25J9caZ~*bvfURU_L$#YISe;fCooL>GIyGR)17L`Zxku_S zXte<-hna;qnxhOkGI4d%Z;N@E%7rYIgHVpEzwq{?#&NIY9GqI@jg&++AOn$ybC0hw zoO_Ilk(5p8u7%ekDV&AR{rkJnja!KLj?jNemxLqArq)E5E_V(kbKs7+mR-2>9NvTCpoOEN7^^;Q{$ahCqTxvJ?r#BN49diVv!Z`&P zn@OQ1PU&58(}bA(iSzuCNq@_(!23P{zucWGvDV>A zn6Www2Ksd*9bxPY+H}aFd0d!_|Axk_EXWGkS*D;Y7lzmp=~d`N7mP^t#B<4_0BHzn z#A(KXRu0lBcuy@W; zmqfsTg~CpDZtTm^y*EehJF7$ME@vlqu92ckwixD~(-T$p_`}!KRd3&V^_eEthUP$6Js@{ zn-P6}(sCQ*423@teow_VwWq}VsDN^C`dy6=ar>c=%01DZ^A2;|JpJCgNWbpR>zzX- zks+TFdpCB8Ns%44ZhNS&r4sYST!B0QBsftRaVZtla*`AKer-fews2p~E{7n~l|o(lcYpR`VEyMOgP9$K0(~ppU z6-Pg;wvsLq;t)75w==UlVV`4Q~yf2vP2 z7it$`43GHt55;MwB2CD&WVZi2iE*D_$Ffg%fFo?dA-DXC;{eO0s!vX_-MuFtnArhyaKj=P-9%#n>=<`?0u>uG<#AP|NKWmmMcuZac%JDGK$_ zlnlejW~IQHM(*xql_B4s zidz~+A0O)j2C;3KT?&!*8+Da&qLoUbwd?$;ADdgBy#W?;Ty5~ajia2%bB`f`FpyU< zn5TOX{7o4v-d;+-QHu!5WJQ~Uj zGU0U`DXQLNri@0p4h_mnREBvQY}cWxk4W$YSlF1wfRUq}<;BRzBJTD+(2!JDeRua) z8DrhhuJ>xVMqEP93WN?|ai^W!*_E>BmxJQO5xy1(V|kgaM_&~p_IdPKnOQ;&HHxaG zeR^-0Za7-Pu7vr=_q;bH3dA@a1Y8bjX4cbGg&yR;nO8Z-<3AJ`raDLzG&}7-lVY;< ze4!pQahD0PWjXw^gVC?v3+uV+A@TLak=ltC-dhn77F<_xs&W51^%HJ6IhsPDL6-jx zLeGf>bUtWhwJmEJFe&r1Y=ox9k>F~@U!utC(4+bV4otv5C+9(X1Sh7&psd)0Tb9Hv$l{o>~R)=KKRFGy2&}D zd@{CyKobg_2_S$q=~?D*w;)ai4+cB=Cee0mmKUT?Dc+UN^&gN~^(567J{cH9nuL4M zi>|A`kSR}Xq$ap*3X4YPLGG_y+ebduYd_X>v5n&x{7}@$-$2%a&zK2f`|3B_4}ffY z-*;W;4GQ?RWdM3F>p6)FI!tIs*eKp2nOrONQv(K1?QS_0u(XgYSPriyIHM1bP;@b! zI>R@%JlA_oEggc%qj9U7)VXUwkxTmnraL;TOM$-^*aFPh0BR7=^5JEvWS~17hL;^s zyqgx{$BfR@8&Gag*l$y+kY3=$=#)q6fJ8t<&;8N$+dR~56Hf%G>LuGRv@N$yEt;2O zTv%Hn22VlrIO{Y`FWbg>~cgU?*rZNgxgr8p4R(^*a|3&eF}XHkI0tX=7u zW8uR3u5PinU_34!eCIcQinbQuzE5gMGl`@pHu!9wn@b zTxbv4i0t%vAvDny1As?j1;c~+4G+_fg+>5JOtqyvWCEm9vd_TFsjKkcAqU9c=AYvF zdy|sQH-Ju?uTpPR=JO(lWVrk^;pj zBnJV5zG~02g6^$d&Qk3)S)(u-D{WS91#Xl9{yca2sr87e=(;SLIqH;2QIBqkna`KX zbZFCq{rqnjVj3GYVl&z}D<~4n8Wwj>0zv@0ZGU1cn~7}iJn`-mdopWmwJqP(gvL05 zSE?*@*jQ^S3#(jhc+UeB+~m`0AvUNm@LMumc;<}8)qZWMl4-&yb>kH+^=Z|-B%Viw z;9ijt&4J3GUq(lZ+mgP{&vJtMJZ1iC++DEQU!- zv_JRm2L;PI4d*OHgLJ0tp9J8zlTrfGT8b@7ODL2&qhFb={z~~bp~KAMC1XrW73l% zw@MI?J-SuL!l81|@vo9Pu1dN2_x)}R?$Oj_{zQ^7pLDS=TBLXiBh+m>o*I=&$wU-* z6!ik0Fx?#apl3-td!hx;ZiQ@7>QP@U&PZRASI-(R!;;52!HN!f*umun8tn9Kp8~1l zJbDY7r3%wf%}g`=Q_dd=zZ@CBN6Eeh4jB9G*l;l_0-`U5B?EgC)4(9}U`e!_s9bUy z+gccD+|RWK0L#%LiyLnSQ~$Z)D3NLt3B_#M7izPjCzhe$iy+M_sHWj1OjKSwis?v` z!v(A{Z;#-Yg|4csv60x9I%FKB!m9-fgm|!t9IyT6<#U9uiqzaU zX$-ux)RNwI-JVj%Z}V$9-vdc7nGKE?FiR%b0qfouS!69<|1g9Qr^0Pk3WD2oFI3zN zHY(Y$?)S7{K`ZE(w$v6B7N&3nN|-XZaHWG3uE{0i0J!VL1Tg5fnM$4|_f<8|Wd;n|>wbrp zNb~wbH`fe&NGXKyV848$Xd2z%=L&%T_IUuT4OPWjKLDcs(CPYl zo|N$$&=0+8O*f7Hd7d^ny{$Onzm0JnXptfp}=?|7JGA5`23e~c)6omGL!pZ zms=IMH8eXRp-tk+E#{&}X< zP+k>fk9~ozE9V>GsZ=|uo0LhXG${~3>0=#Ia+cLZ3}*pw#smq;*BCm!MxXM>fBRA% zR&=C2S$P9_Av6i<%8kWyR1RJD*lT`^dH}q6`sJ<4B}i-5g7)b`n-OpGX3p%<@AU)% z#>3R4Aw5MuaCSFDOS3$Xbcy$#OWxU?8=I)W-k)E(m@$q4Clgu5^VEIDqT!oE2CzC| zJ|#B5yu<*!sYY2fv^;*HX7{QzFIvQ{W}Zhp42SRNnhp9Vv`h>X%}N#L3;`S@71)m{ z_Q*h_XwmN5%pZh=(=DaUW8q}G4nfB$Bx;g3J^+Epl=+H_XvO?Jn(*8wI+ORo?}$ZJ zc&x ztdkelJ9J1-Zz3p$nGw;mctH4GcrV|zlWgzA(V6!xj~o1H+_BLr!9LDwi@Tc49BaR% zG(SCDosoIzp|_rrQ{}#N2i0R;VK|`Pb#0gBLc;?Ff?NMdd2h?3MVyceF?Lr4ogGdPgL3v>aiI0`_m8I7@)gR^386<}XAu~RHuU)Iy0?-? zEyOm3yw^j&$G-Zc_rFKZR$aDzkBQH ztIKSIZk?JEa)M24tLMHIavrH85KfmOBp#(CjHh?bMJ8;^uJV=yx(5gLEH5ud7Vzly zj+o&kcO|KSdnnZ8*4@`dmZo4sVM4xCyEG1JMpNXw#WZ2hx%xjyu4>Z{X9VM)^(j!DD5mD%KQ9SV6UvowZ%$dZHJ(4O;GvgG7C}4B;`9 z-F#vb$-uZ@00=q|{X)Osik9<<@hc{~&;6v@m=TQZSaet!GN*$cmrCrBA0^7l3cj)8 zQ3W$4WQm2QxA#e%_VVdY&N{+O5DbZ$Jv$k$2_4D7%DjPn=aK8Bsrm-5y^cS+MfyBe zbYC-bFj^4V1JH9C{@>iN>Fi$Xuhgi)IncTQsgOztI^zs^lgHqf^2{Mcn?Bafmy>lJ zQ*O`mgmGxXgbubZkSx5pn&D-|A$2)CRP?s&b&nd~cClW&*;d+zQK%x@My7rjG&_I@? z>B>=wlQE~OH>yETKf0_1kqZCr0y-lp7*@f|7{=Xd|E?qYz`IsPN!oe91RyoC64x_G zgHc-IsjV5RAZ%dVf^|Lc0YE~%lF_>~mvJ2sL7z?fNq*vQi8FhUDQg)9dswSS;h6H_ z&%z=Q^6ggpofq*KvZjzD2mFQi@7;S!1e0?Ss)S7zQ!KG%OPYQ$Ay;iK&GLv#LhkoU z4ZMWlaGto>dPX%N)kuIbaLkc6WdV*Vr8a%BUgFU9SjSF>W*IZ6`bQ(aVsvwwro?F^ zlL{vI&wfD-c%3etnP*HSUcvQ_z&&OX^hIR)kFQudBZrkzGH`%#&b4V+^mB}rUW{W{ zRXoj(8UVj=WT3JOqOGX^ymYQf3ZYT4Zl#4fJA)Pt0NXRGzWUrcnZ7QWZoU&1}y;1S)*h52QYdB z9{`FlJ@?m>h?f>tWmYnSfIPqCr?lf5+f8$=Rsk5;16q?!As+Yu)HW&ZyLJYdwK06UZ^y=Qun&v3h6U^9cn&Jd4D|@F4Yk@ z_6@J45j*X8wpug&X4ir!y&Izre=gZYzyDa$u1Y;{X{bgX_btY-*c^32dR?2)SRiqa za2AN2ZcEnL6Eo90vl3#-NyAY53I6Wf}p zHNhi$k+M(pPNzX8s;z8Mg`gKp5X=7b-)I{=qcTKPI(oHC0%SA=#1RTtVn)Q=@by7 z?)m<1O!h4-J;pAvlQF29Q>ABSxV-+?TR_kfTeGqo$MA?D|5}=K_N;~stN*O)I4#ZI zQBoF$mpQ(Y-_|%6=1Gayg!t+)lCd!H_a8?5tDd}T+wnD`FKM47tOzZb6&Thpt=MOb zQSKSZ-YGRdnO<;wnmlq)#(*e^Mu6g$7)~U#TYL*wl*ZhJ5y5vu1~<9ryO| zR}CpC0vg*!Qo6J|{4O{ku*lqOg$tCsGGSy&7KKC-fn-Ga@nW3>FOfpMu_eb_uysI~ zgegUK2ksn+mssHdEtLoXp+lX~x4cj7HkOj6fCLh;FjEVrSU<5DUZ+x=?#ef|o_NJ? zU@97$2+{fk_a2xSWh#crlG?1J^AFW()ilS@XR4CMklq8i-W5;-kd&*Up!)~?pYPFZ z<49~w+-~V-`7|jTG7bXljRtX}HySAtDk=-?O*QK_Lu2+L*!P#KK-2oyc^&`1clVtv13(^t$LtV8Mr% z)_4zq1>|-!8@oE2FLV5a@F}XySFy?{&C5a*^JO+FscOX><9FWtqzPiEpCy5&?n$N4NfK#vs5*> zlh1aFvZ{8UMf$P*VwoIE!2K=QsW5P4_WrV1;Ks9$3hQ+k^GiZCgp7l?z$iLr*0c+& zx=Z(m${8!^gfTz?uX%Da%*gVof^cG@G#Ll?7JS%#I{ ztg^>zpOa`gq!s0+c^~`pP9k{IhL2bffTK5)L>M$&oS#1^=^s< z^jPbXzO=p6%ld5=Ogd@Iot*XGqvAe^2IJ1{yrH(#);kA+OGGqE>DPE@*UVuf>PYx zWbZ?{JjxtB=n~m#?331oNLQHLpJtlLCY^iA%Ng|et9}L_40A0psSKUP(hj*FEn59N zqkbA>r?2&69Mk2(XZ*~tBmXQ~u?~yiD`6AC6Q}6*(DZ6`3o_4QI1j`~IQA`+ob|VT zeaaAwilW+C?Q%9JovjO@TM)r3yv5>A3D#*CpGo~Ty09wgAik5J%Ff30_sRe}9u=og zY+AtjPdV8NWRDOk1ckdsT|{kWiO2tNPmdb4_b$3)W1h@0Hl0g;#<1%p2T>*rw_j)O zgc35EjAQ+i2u{X4^OlAGu@s$mA0FPR>{U62{mGF@&ba>a-mSJMtm6G>DzuaNvXI|E z0F89xQXL@FRHwL+0a|#Z--72<2O5mO*D0m)s3{^$-MP;TQt~7}1sV1yRHaNz1|=nw zQpkZADqRP&`34s|tc|3(f-c>zu;!;<9Ixez+^f7fD#> z_%Sm^s}~qK8QSPafFw1RjGT&ot|k{a>bKJg>D#tMph}BkL8?3KxV}2)S-r3fqQZT= zr-(IWXE{CUSJT%HU02W=Mt7@=?g%u(e- zD_fe1MQue`50kAiAU1S$<2_b>L=Wh4*Mh|U{-JSy#{L>9;g7hS+F_r0=jv8e5%G8b z0RZk3D5(A3S7-Q@*MfIKy7q?yw+0(@g3E%%X#X3mk3#ybv^6w3^Z z0VW)po@R@>X^NRO@wU6IM$+H*l=aM=-$i6V~`ddVtl}OqNE+ zgm|E-C zw1b9DQmw(r$?vSSF11y^rOiz(ObL+_aZ71$kA+BE4JE9lTla;6F}_bDgIv!`Md<4) zsimUyHHodZy;-2=NW5ueTkkKw2r#o2GqQtCt;DP=t4<1%qTV=wAYkVNQ@z_F}_YxR%LUoO6Q& z=d1}F2|Oy@K;-ySw@V1M-fht#Y7KJS2js1}OhG&kA+E~8SF#e|N#Y}kM-_%OBUw1r zjqShdaa~*`dUWF~T`ZobljCgD_z;^GuF_I3miwK`#qezSvQY9Q!|bCV{NOg>IUwv# z4>8WJ3sgwf{ZFW#FQG5oA7)`;SPE+`CB65-3M~>2**rtKs2xGkwxbre-L{DLn65UY zrbWHb?=XIEKX5f^YJ1BT+ssSd&^XdAT2-fACm@B#eFP+eHYCbWuHi|?Iu$M8^ItW@ zs*-8mg-u=0Ki|}t-C^4iv+J6Nc%T9xn z#DmC#o?@l3dO_ARZb@4)qoUmUc+6=H@nt?a80X+Ys}oE?gK@OHl~_86xa*yc09!dZ zJX{CltG}=keCpnQq<+>LG5MtdCa+3S0ZCz5%NGG?F1~3zvW7AK>y~lOPvAqT}3IVpB zY$?5lH$DB{e%hE=(`C0hWh&g3rMHxltWWVtq4;;$W4eyl0B zfCsn40U+cNpUxG=RPZG<%26Y#LF)p_f*M)eZZdPXm2|&e88-#alHwU&HsN2%NWd8N z!_xrjd7EQ z1jb#D#H6K`$w|l=Kgz~DYGGzB1*Nkp9DqLj0yuI!{7pk26D${QvMSWt(lB_2LehDqKimmvTUrq;spm7Yf_J)b-s{OWVjP2%Nk(NUEm z%_3E}zVeeM8RJ?BaOa7xc=Jyd)nA1*J|mY4V~S+5g&8q&RH*sK;}PDb^W&Z#{jh4! z=#*UD(6MI3n%Gj_cqxY)9a+PNaf}q79(C50^_?kEtEt)Se>I;KZxUf@yjw2pb@u73 z$w>KJD(xWnC>_##jUm++xRx|qq)#lOJM(&y`=nIuTO zTi&(K8zOvVl#%}cT92_?RDW6AZ(3!GP09O&JH#d?xTx+qhMwc}SJDEMlfs}uJ;0rZ zGm#D}xZE#N45>T|OT@3NNY3g53FV%2=DhqjHy@M7`(3VDYgt20Ybf1Oze{(d z;Qs&sfPKlWngpj9I~*F_9PEH6Q zdDCQ&61;$X_ot|`gpi3!7l*W+6xaU*?&0F~60u;AF_5Gg!G9u)2V>Rf?^ZR(^khYFOQ9DdJhrEYr1z zYwRL6{BAy?C<*$33D{G0-eYiKu1mwPfw1vC!k0RSthF`V+~%IF zsWH%S+H>9G>!1=`=Dj{rq&v+=vOAJIE46~u{o3Z#Mpn&v^4amd>)H#Aev5!#20KuWO1?pUzoRRQ#tv0t3(~|B8IZ5FJl&6s94*ov6eYxoCP@8Rn z{-qM;&w0?hj78xP_z}dDgeY?(1Y{G$Fh(+Dc1?Su^%A`{>m~bC#FQ0BOUmGsR6+(2 z2N71_YytBiR2QWL+%I~ZD$0kT$A(HcvGIIyIxMM(s(;M@hB)52A;;UIuWt`|#m#PCasRuLhzD7nMfbMqJAe8Jy@gWrVF zb!&c(-M3b&QeK{IDNVjhibK2(q>u?hu%+&H$tOP2WcK!A*)4rk$#5s>iE>!COJgCbpfZL#Cwlk5$2g*+P^7F{dVNu>;>2X&H zwTBQrCKCB9aQwE9dU3u6;~wBEYlsSzqEp(~?yUEB(q)$28BxN3=TEwZ#9*IJgjFKi z@5o=yWS^R^)O+cjuo{qs2EtJ3!Q%NQfJE{OYQfxij{4?EI}wpjrIffGit9lN1BnFk zJ9iptlMUGFNpxW=`6sy09W7InZ<`uKm~7l(u=iZ3a#p^fYsLbUl#mG9cI zv|i-ui{Q3Piw@SLA*}d(+PW7XRAyqXL+g&g zC6*NGi*1wgic_2=c zJ?Yb(y*{L@PT_H7Jb?)a;vbrLcO24k4{RG^)>0OmmM$IeeQ^W1MhD$CpeJj%Ma-Gh4$K6mqTtpA4BCko3L`ZK+Rxry- zaGdu5O?lezr5Dl`4-!z2eR$vNCV)hY6(3b8Z99yPbeW^KcREs#;+t0jPZEJh0P`nd z^_l|m=*B0Z=u2253VjNatdI1IEBgrdRE&~5J$1?~bi#=q8+i$i${7P6MIj^Xt+ISJ z@$#SmMsP{V@T}!PoyIwhs~mtGo%f*k?o9w4hb)1=s)cXrG;hLthARrd!Ol1FpfQn* zch-tK5;<1O2bS3b!n8Yb`lt?19HdcLa~RlTdMgGawrQo=9lr(?{{VpXY01ge68*a) z_EYCb(k+ti?As+GAa*(uq`u^o1vFN)j(ujX`U0+hn?s6UNkp5!I;R0+k#q0|PlK0z;-9lQw_CeQX($pSLP|N`b}IFRtKA zd?kCFrIESDNj$0naC@etX;&cMw5(~(KFI6cMa_m6osSU;Dgftl5(0C`4AiQ~)!B_B zsAXySXuDn4YD2LkL`qVZUwf^8Eu~uo@jaA--OoGKL8$sZ=}t=3CikcBcO@LFjZ&MC zGvt&kf$U9n3Ca>ui?c+(SI1iTFy-CQ~DRt=W=eIIq#T;!m(7Q_Z?Hi%+O4Q}kb~B`9MiOKa+e2KxZoNaxQr zJ+bu1pe<1S9^a%F0Fj2`wFS1+>D#lmMt_vAXsxs5I+Yq#Qj*k@OIF0yn%vC~5jpmf zX?T4zvh_}!nw3W0k|bG_ zi<}j->&0;j9(fL6U?Ci73gYl89v%4|8hBiKQwvjk2!p1O5`ppuq{%yD)fqLeu+n;E z>vV}vTfH6S6eK?lJzIfFT0mIPBur_!Sx z=}Aj2sX*kk+LE3UtYG0loNhT18m(|TK!JRIJNkm#B%(S?EJ$(3L+A@5jF5zI5PP!W z96%CA32WBRUZvb&F?+FHT7+Y~+oIVasfck!ZIHD_aV0LG1gIV)5;NJ}of1>~DJgHW z;OyS(maIi*nrd5>{twiCfhIJGI&E%2ke3>s{H9w&;nJs)+o*6JWZ<~7jQ4Cv7^-^h zqa|G~mn)r?>uxhRN@MW>vWm#vYbxFQg*gj*;>&82BQT2=IkI~1Jr!Kpp5 zoj39V2eMi*tH9@ezcpt#RktR23~?6osL(l<{CG zLx_RSvCzU&jMkqV?!2@48tQVDN|4ZvMwfDNPCji}-_56OT8`J7Wyyv;CIf6*rnW#~ z$OwHHdI-+F!C3R!W?sbDab>8(0x%KG5!yT0t3Yspy- z?OAl~!3~IRxov$RD=0W|0|PuIL+1GBYMyD>=!XpTYH85wg2LN5N{0x+6_b(xl?9D*0_YEznq{y^c^%udi zQG~pS(bV*Je>0Cb0297zh{p?EUau6d>Ye=$KCTuJX=5QMy}CEx?xpBuAGm#duq~Gd zp9;|!!NnUPxJR~Q-M1qUe^?#C}Z>9HEJ+_`O=h4p~zXNAWQw;FhNZlav89tu9u zSHlGcuSUA^mEZ2YO_Ait$~U2ikCeW&mivs?DeYOox4N+eu-c1^2FhGk;~uTEx$YGY zyK1K$Jx#r!fHF9bHF^2fwJPIsy0o@T8y2j!p&WmVcp>J{esKjSgVqnWo1*Al6?6++ zc4XP4o^1(;eXvJx+>kwI*;ThXao%eFMrO(^stV)y(z{^!I5TfPupX4YHN%I4i%BO!SBs4I>0{C z(zLIQYXI;s2ZRxW`)O98)3Mr&Qv1_c10ACbpRm+rHcM*MLwB?VcrGJ}$JJf*I-6Iu zADJ%!S!=hoADHEGy|*#8Ryx%Om4}%sAgdlj!29XGMbcnvhE#Mu$=o*Z;t3wUW7uhR zzfQ-D^HSG#x4N)<2~k>iK3L5!m1-`$;*&1jh2-#u@sBP0s#X%Z?5+(zh>jBwyDNiF z+{SwfAu3}xI7Unt8D0>QqFYk@0>H=^&PES9xO6qiyMCFC9z+zd^48;}h=@{>0+q$a z02?Jhg?n}zRbOnkUM%-UUxZ>k32P9~(3Jzvbd$(zE1X!@2)7w()AvNoU^K`v zr>ROm=Q|;PDLgy;pssZ~Tj_Nf4h4*Cc(M&J%!eLT>RE9FsWIb}EhmJe{xdiu)IGwp zrqaz0auQaYZRM+j_%-BFSEro#&b&yR(1zovN>tjM3Mf}+ylh6>8eT|ALc!#%&ym`; zy|W44lJAk$+onWzQdaVo6dXrmnsLu@Twb;*DJC0*2|dX?NcVSrRJ2~Bmxj_;rtZ8x zTGtDBjtWjsXm7P=fM+1$lE;{~ng(MEN>BOL`$_iqk999$O}x-sD?^FyQdOGe#iKKe zMiK`QBRdM}03&SH5P`?I?g6x$pS&{v&rCG|9($>CYt z5#8rNI_sPFq`a$aMSk~fUyV@t>KuoteYF-sRN|7_5T&@K1f?n5l1|mPc{t}oZpdJ% zY`9xlLXnZ)2q2GWpd8p`5ofN$c1j{86N_@Br2x2sg%l|{+;D{gay_}JK84pa^rI|V zZiV?a7gDDp=AOn%yGm$`gMmy~;1ZY-Z)cH3s zm9qP84i~}s;~ymhC)LlH#YXkoW<|J7(zdCpOIGHPZf~d|wMtUk3UHSc4*~)dlz=gu z@5NRB07aV8S4S6>Tzv*b$4ts_$5$IX3mXDf&Q94ol;;WnX9scVLlV`j7>TNM<=Q&L zh}<1%Xt>Oj1KCQ`#FCXH@edJ_6b=Rep{xwevBr2Gr3r|W7Gl(>%GpKovciVIg%R3L3Bs^Dwg+li);V#5C!84} zD0QVW`qGImAw86q!c>jbm6C7@j^`Uw&88)tt5npwWjAweDO?h^!EM5=@UnL!2RyeP zJgH8<(~7YCA96zgTdoa-wiDY7tAMFV$Qc+Q^X><8gFsB|_gHrgIO@XPeD!D2mb8Ml zjtSu@1LXitFgX%;$;)NuNw+@6jYDTqn``4&3#=(Cayd!eXd{|32s!1Cql`p!?5R+$ z>`Q?qrsg(#Dp1RAkD8O`-VbpZ6=8Hod9mqxBZz(Jevsmo*ESm`u6HDd7u*&`5>z%; z0Vi{SEA>QLoD4eKeS3q2KqC!H&vrQlp73@&`R-!6zeu@khNoaWUV^oP>HsTTb@z?_ zXxj(G;MLEpW9hqt=5>Mewv~>uL^l(_l2xA5Wb70VH2Lk`3`z7p?4aAJ$l>5+z+9aVIWmrHPZ?|^z)hZgEanJ@5jmaFnl|0rKN3Cgk;|>axfSM*hlTS`KoY;PTBAxe2K&qe454V-=IQ7!{CkHlZLeN0)x|ve!N9 zbKGrYp+qTY3gJ5)ln>2N-v`gUWKtj$b~vn&w)yj*Eq;urTN8T{`q0m$Hl~^dAt)<2 zIOo|`2I=MAHal78JdVfASD3By9D?$e+7RLwgu2T9L!&vt#^8=&LvVR{+nN(uHsdWs zn);oNr3TrO=F4ea%{|?p1r3xu4n+ZBZQOC~tc~;CT=7T= zf%5P0u3+S6103sccHCnW13tNUHKeCuST3YA5Au`+P`6bRDb?czN;PxzqWNyX!y}uI z@emI%l#}-2sYyqP4T9py&#%mjjGBR_>3IivfA~)`!kPqvvbKkKv zbNRT%0As&#LGU=q@U02QcK!8`cICYQD{YQ(TAo?R#y?$ToU47SnE;vtN3eGkR;wqL zHlna%J7$_)l0*13ry6Tf^X+O$r~5*s`kq`=-Quw?NUG?l=u7NPaK;E^scA{UTEf$f zvO;`3sw?<5q>U|oBR#D}JNwFzYsQrA-q^V7TaKYY4lstEQeH`M8B2u@1SD;d#t$vF zBpuPzjPF??yQr#Vq---dlb`i2)GuDz;=8Q=5Oy`DT3co~b#t`ylSD!kcvaUW#PvYr z6NH`|aUHW$OQ!Q}7~A*aw*LUAcA+}nRjli#*pWWZ20{@W7NuMzG-ZOKQ^eb94X+0v zae{qA6(klwDc=Vp-I}N(U6mVL-)->qkDyMGaavVq)Nu0-c2b;mE({QHgy0oy0pU3n zY=_zs(;TQJ)izuR@8JXjedJYpDn_H!H+#LFJ?lx_62>~)1^=QLl zX*e{Vem`3W%YEkX&qx<(w+kcgIBmAz@@=F#5P)SAiMhmKnlRZKm#20bo*r6j7x^5 z)3GDE+XbaTytLm@AQB2!7T^hK4h`@MlBIvqk(%troxR#t>vqqCEf1`;%oMYC^r$6e zO3C4MzOf-G0Yoc40bS*uBrSEPuC1AOIcQ6-BrSPU>uwY_0wojY-e z+e?m+*izLWgd?lUczY*(fXL;MRW^mYIX_ETwC&A_eS8E3vo9$qZM1@R=XHM3H%}XFy7Khde+jBu{UzhV!0MEO+6ueMxO4oG;ZlnucUfBh08-ra z)ru|Rv;a6g+mEZ-i=omvP=C+{^VL(n@-w<@Q0IbZZw5)1J;%tZ^vYeFUXv8!SSXBZEIoY z(P+D@CNqm{qGCHIfkh_{4>8DK@}zJ&Nr`oCd+nhiauR~4m~}28u$-r~Kv3Z)J0I6f znv+%-u-bzW)w}q<2=Y+DEu@p3@srQKw8oO76yZBb_dQR)E3Fr2=Y44L-2p*Dslw1s{-Npr41PCK#0Qhjw4ks`?;E7Bmzi0)49 zfV6w^2=@v_q3tSw>h4DP^)<8TIKdz@}RY>bkrR{*jhucn8`$hcqn5WNgd-G`SPYk-L!+!LJRY44)NhDaXoWD z`0*zT9=sZnK~3evDNyFZzr{()l9dOQp8_^>*lRUjPs7(=(W`F>t3PRF#lIuE)v$P% zd`2Hd?Sp>qw*;bv^X*z@e1;)I)wdg6?Zt^v7b(R$SqV88+Wz{xz{FnReBIg#-?@uuqCk`0@kW zPcUF2Tt?V!o^j$sO05Yz*4iFw&z#kso-&SH0W7;{2lMc$C+1?F_dbzTAsa5F3)xJ zWY*>*x}wv2c-yq@uDDum?kBMtO4g)+lasjlJp1xZagC=nt(`3kmCAhJUg`A_1E}YAx~hY zJ4gqzaj`1S2nWaZXCtMFrP!UWi@!T*5deMWi_Ol zYso)>Fi=MQjMkE8$6^|om2E}Mw*t5$t)QiBlB2?-jva@21C?$`9PoF?I&Qp2nI<6? z`D{g$oP-$-7aCAdAf-Vh9AkWgkU;YlVyh*n>Efo=X>d#3V-a-hDegFIvsVs42~mjR zvz{T5fUG55;{f*`3Tc>^E!RmA=Qiq=+8g5tXpR7Q@Jf76`QPS>S80!MjTJu$NrwEc z5S1z`N^JlEupCMx?~|W8aBlePljK9Vw2OpB*<*n&Y_t>BXN6;N$ZT>s?N>t`UKw96 z2Gis7EQcxAhgB{OuZdjz89D7&aGZ~b{KrN!x=2<|ID6@``_!>8*>SoX9kS6y$E+=M9@QWSU=F}T?6ckyLXv&p)T~w2ti720 zj-y)-Q6&ps#X|n%pA`HKy-Wn0sx`sCUJgF0%A2+kv$B#$Jhqei=_tGEs9Ujkku{<7 z9&-yGrE)&eN@D97uB)hiQEmR_q_T{kRz?r7nwMHV@K1NiqPfbHU8f(@@{%-MdwPZh z*HfRQ$NT98$^-?q{{SkskL5DI)G6%WWoHgYfba66H~NJnpL#)IU2T%o=^XOGPuN9q z&(i+@*1uQ#in+`y`>TY$5@clBqY`*8cK-n96{qb@Ws5q}ytj0T4%S|a=tv2gt#jAq9T1`314_p@J{{V6S0BZH<@t?_@;KNjpa zKa(xL+gy>S?*nwi4iC(E3i}NyRE;Fy%I)`tzmX}meW(?xQ=`;!hwqG^Hkx19p-bVP z-G0*l0BGj0uUGl4?}(gOuPIjc**>(RKV>AmS}tHPv2K}=NI!{D{Z#VAeK@6lFHp~9 z{{YfK`>Qq9bZ8!o6vnm;;Xvg~zK<^8X>2?0YkGeKIz0#7`r`gW3|P`pfVi(C`A8z1 z8%gg6KCV>h4T*&#sn+mZ{#>V1{{VS3=G1%c2Un;qum1r0>JRwf%aA%*mvTkA{M1s+tA@n9wwXLbx%5{6^x#BAb#m&UJ~}1 zDG3-H6BeJe8sKGVg?y_u!Lj+1LHkir(c%99wm+-=ryUv}`(ygQ+AYQHx0G)=Y(jJKTek-eO z)PkNQsEmRzq?~g}2Lv66H7sPmsw}Z1Mz=<3=`&;766A+4%L@T1M^*viTZ#n<`6q=9 z@0{^dTXyX>`hZRPQZw}6pVXsLEjMIMvgsR9Snn~FA_Dl*r{JwkjDnHGF|pj>^Uo@D zN}FTtN9H;mO|kZ)^CH3a?H6Y)lHX0z-wIoqZKdJ2Tu%}>laZVq{@!&a=-*r2dOW)> zU97!xvpdzQ=NTziQXE*x;8EEtPss{DD~ALe14}ekkBIyk@Z4?7#HYX+Y&?YF1u8(v zYbiMjDpq*_F}bdHo{jZ=x)YY)NMzfKh;b^GzNte2K_KU3{G}WWjGXhXdL>)gB>b9x z6ON5L*;&5^pTxg4b?O$h=)tT0nx0*N+=RO=A;6U(AP}Uulk`+jNZjCLcT|4Y(W5dU zu6%_)fLd`qLK{+*oNfi)KjS4#hDsy0vgp4Ul z=dei1x$~+P{j4qXZc^26({Rym>%@l~eF|{6unJ3sJU|_?5s+|@IcJ1t(|yRv&rRxs z^!fY-RIV(RQ#u?|6uzuD!doGujk4dCerWc2uZYFoOomJgbh#v`tqNtOV2!dAquCkp zJo~9!T}^nnO)0Y>mLfNRQ5HLGsm0@DAn@d8nO1O-lTsTtJTVZa(3c*22M!XH zq?C-GsPieR@=em?CgSRZmAaSEr7Apk_<=pdp(BgCl`yW!z{m%S%e=ZY{kko&r(FnsIE3oY zTA-(6I0J;F@BxA{f>VGu8w!U`>dmv6VU*KTlXvmAy2UZCF7}~hn*oc1cQwwIi4oG$ zo^iNoNLLcLp6zk3BOqj>CC z-dsQ%ad?5x*Hyfgy4!)LK?L$1HPj%YtXW2ir5zN+(-=rv+>8pE7%Ly>$?i0laC}8N z3^0YLjs=m0B=RH9ldc<%GPw*kr8I$;0QrN&`Bz1vPcH6toE^uquyKry@wH_={JoR_ zdFR(%;YxZN#pXg37M=$iaAmhq^i(^?)(FVnxDAgw$ATW&jXXDw@kkc7Im zaXArW;331_gY#GHI5lOX2XLUV+(zKnn4(B_B$UWtr78fWNh!)!ld_Vb-jX?w{c6O~ zI_WmZjWH!IJ#9fsTuD(b!v~okO}{>4zq)|8bAy~DtppouCq`}PC*S6v^|Lj z?IxgU-DLUD9a>KOxmBak%utxO8KfR1xQ0RS0A&4Ut4PQMcvZ{MjBy`EL{|s~L0iYq zD%#p=KOJzU!^^>Qim?vQn24QX491M6Cn`94Qz^cROLP@N@qFByTu4 z{{Y?z-`>;J#mP$7p>tTj7{I1G9)lKI8&AntTaF=JTZkl-;HR;UcqX?;QZv0|mg$pl zv=g84wVr?U4%9DFT(4IBMAX?*E;bgXJj)_FF0c!7NKi;24mMmQf-(}Iag1`!O)fnAMn;wiQnif!%4Wz}_IYFhZPt@zSADjz4# zxW>F|=rW|SKTg2ZEX7h%?2AO6q2dZcg1U#u9p{sWk@Zjwc1yb!#;GI`!2M$B*k?+4x@>+fTWxySUAFg+aT2?rF82sWUelz z=vPP=Yx_?+Ug*Lkt{f6fy(w;WZ`V|>zBw#2Gy|sk^ zoR69aH6p%U?fP=Yt3CB-fWiT7i7%rOo@^dnVH^l^8*r$CNF-;vX<=14rwKLTd#}}f zUKS&(MLF5DlgnRsjl^1WP)ARtv2b!jOt$KJsje^&SfR{1<6xynyNdwec+{pLYUdtE z^tf{&KG#%PK@OyYo*<)=6b^Y{V}5z4m+q3;Y>z7IU}+O9&9;Dj6Nt2@6mT~H;Nu)b zZHyX=yQ%CBUHv9XBi)cvL%#u+7OW&FaIEs%bCH8oVkkU9OHJjs(?8vt z`8vD8SJQD)S>>tlc|R+R7Z_KFv)y9K{n?Z&g`(tnsfx0cDMcwcS~f{h+b5lI)RwJb z9@xa2^vjF!WIj~Krp_-XtqD2c%81ViKPS7@Rz97Y$|4peH|WU?wzNc%Ax|M{JXt~l z$si|$9$4*rx4K%bmj(*cZiguq|J;_5j{E)Dlu{{ZE+mgy91sLShuooIyvkV-N@t9rpK+pIkl#dSdsO0?YMwtzlc ziVZ6OZNCEC{{YgOE?QR7!(^sxn?`bYXR@Z7KhNzned4v(x<2F+V=?S<5}R`;u3F@& zXRJIwjA)Fdu&feB-PNgLoN|)*d;VsBQk-bMW#k%68xpbanN}D+KtwU+vtz5=Oa2N-C(y5Upy9LJG;CL-KQBsc* zJhQm_DgOXOUYdsNJDvHkl@Ns$w8<Pi)TKh8e)c6@?jgBdQ-qDQO?`qQam8E|&rgqC3na6)3uutAw}* z3ET~pj(z9Gs-1NYwSwK%e=kIH(Xh?m4_Z{-$#vuHD^Jmpw`JU&kQ=ut6HriGFm5C) zr6ZpMitTN`GJSQU4_GHWT6LKgiS6SJXSALEXg%IxRHgOJZbF<}ElOqP`o$_QWTVGE zd;FYYqgsmMB(Ru{#C_fqvxrJcnK&JzxFe9*R;(^Aov%)#jrU*SE#=e0V&&GWNmNVk zQ)*AmtfamEBlEW#ld5*x0`qRZl=f8_*AQQCY>vvvQ9si4RC-O9Pso@49JMyDpd=EB2sT3m&aI^+(m&OOFTNy3k)=BzCxGGtavS@TPb;Vnjp zpr!G4un7(Voa4hA)wr5kOHREdHTa{|d{$nY$|z&`x1mO^zq^?;3Lrs4J+RqS+@H;VTD)X9tld)mWoO zmG4Hiye7TUU+OkT6A68#Jodr3zpn_ShijwGB{L8 zs5IMbi*xBhEi+Qe4-+piq`00Fxlu{NfXO`er;SANL?uC!ZIfg2iS`l*P=fk`+T!lml{Qa+$yb$4SXZR9t5VDHM>WN3;EMET zH~#=_T~G4WNlV)K%KikCPTyQ*^featONs2Mher-@ag>e6hboY0Td19-;=Of=Z4a$Z zajxHh+3lXtBVtc8=bEohrM}x`raraOsyp!dd?cwWPW!1z&k^<%f#FjwjuC54jfe0M zlB;r*>Y7Xc0K%s(tB4WabDmk-8=iHCn8R0kRNj6L&+EeGEJSJ1mGO9KQ*ZA@yFVM* z-+Hkv5u-o6NlDMqb7SxS0MeSZ4Z7y5MCKy#MwaAtqBG$3Q0Y%(ZKxBv~Si2f}(`DGj@J<7=CPU>++=_#e` zlr+Hv3>=WW{hw_uvg$is{c?Ji*^?chfSJ((lG}vmAOZl}%RKq>t(9#K++{fqQ%@;v zv?g)DAw<+YiL+T3Hwi zPFooVykrsU1XR}VsJi$~v#4$DUZS_zO4hy!ERW1|Z|qkP@}|i4eN7LfTfn(Oadvmo zU5ZIbS`>HzC>i1a;N)^R9#p3HZ*jIfA{%S)>2n5o*tx9bt3#9$%vJu z*|`HNM_diWr?y}{hNd75@DrRl>p>^TS3bU58ILKVpp%6(`gck1=eRW+K~ri36(MOk z7&st`oLTiqxj{s2Q4C$s-(fO%_$9VGu;o8~>NO_}le+rcaT(O7soi~UV^MAk z=O|L6FX*dud-;#9wSF7TBdjUnK>5izAMW&xq5$y*J8J68vpYC;Q7vX@YPYQ{x5 zhuC}kVUQK{+t~ZLR;q{<+KlR51G|!kvbxZc&N=ygT+s@ZVyzdXwrlj(yw?$g!IK!~ z1dOrGC#;<+6?OGr74!FzMPoTmJ=bwMQWF$to#cmItp-AB!)-!$gW)CwX(U^ zrw-JT-bF3vDNn1NJF&=erI0jp(c1!kpwsa9b}2KG>W8tgs&r=4rQ@gf#;IH9JEkNR ztLs@!M>!tjj+0I5yYfx@kkP(26@ay;94k=YxYUEJ(TonnJJi*8^^Z2nPp}0auCS}^ zostYaB>)l0Ql53=?&1ULrkn0ebMpJJev9LAjr)bgm~R#)$!$Rdju(^<)M=_c=UmKK zYSSwJ03;6fRO<45nWsDVNf(&U7}l0;kO&>6$AHiy$Px+q>NPuBYRTy-lc_F?N%^8m zlAmxmsZ*)l?<|fZ7P~obe=mtGiyNiljyIDnmWMT53r&yyZY!$38$iwDRA_d9-AQo_ z$X~gp)%Mk9`;R)Jr<_}g&T_R9e!Aud50y@pU&L9`F|S=`y8i$c%SYi|8oN~_ay}Z@<8qs>vy}7s#g2cZ_eK#$y%#OTVG_x==upjaG`E1;0j?325hIi~zJiOTUbxKGEe+ zi4JMYlZ{y9TyD|kJ1dGodLmm)_r6LN`op6VWv4q@Kp1THx<=xl&dL96_N?;_oz1g>I#kZ*XS64{3=vIp~H|?k?O73kuq4K_nAoiLV&TtB{1_lVI)P#w% zT!#oRs$~a>z%pDUj1W82cSr-rz-FtrBzjbpUhS{74&v;kB@kN1NK&(bla=Idqrwxv zj@32Nw`jM!a-z1CMY*z|r&?0ZRN(COgFe*l%ZnR#(0Ro3N?6u7k?83xHFJOfi+#@|(c_4s5IU9}0*d=-IX1GI!&UCFl_Fihkrc5R4VL3X1fCQhJno_~_6}JfEq2Lr zy4+E6)K*)Rlsp1r!j9)wo*n?Cg*u?4j?lnLNj;)S1AdO_4MgjIjtRE5(8>_X6ttjy z9wUN%)nI8&cc`rK6Bkp&k0va3(v-+)(1{2G0EZKftehO|q^t7{ExUBPYH}LIo+2d3 zK+CAOFVVP8al({fxZ=C}DI**43IY?NVoTHaRY#cQXc4E#9C8~-PYDfxo-*PVK|f0% zZUF;g9<>Fk^9QeuE=%SzoDZf`*1>?0#&{C*ML?%3Pw<=|aP7mI#NB5F)+9o{*;yB$ z`1EAk7+FiLlYm!|lqe_>f_LG_?3zWUwH~6~umYg4o&QB9$XMRT&2-MnoHQlnf%{S?5Pgs?s0WWx-U6qdU zo$@(mt&4@N8j;tf>1Zy+TRC;LE!fCy=Qwl1kcSirR(sL`!QYl(bEBuKenfJGak-Zo zNiBy?dq+6zIFp=%jq%;g3Qpx6=(1dHSXo#ng!rF2S89?Lg|WmzCt!IfcmDwCQ;kb) zV(*nCvV^H5p~VoMA~pzCPRsK?6CfO{Zz^)9G`GpMe~ai(@$II1LZoNVgH zhj<6b_*I#7ljydY(#~?sXB-FAl1JBy0*2N%11|phzH5t9p1i2z>H?dZPBDR8XQ;03 z_jo}F^eu_j^+m82Ohj_UV*g5OdCu{X&`kBA-sB$KV4B)DCTYc*$8ra zV?g6muI4iq%`=1D$D;->{%INZjwAZ3N)>ch;qTb%Jxt zzJS?BZy#M_C%6j77Ee99s3&Zb<+TBY9?yO}>rzR{#wbxEsX14& ziouBOnrU`PZ{Xl@r0-w<01(dp@~r?tJk3@A0E3wS0NpFko}i!o>8n5uwl%ssk)7)s zE~NY=Xh_@l%bCaemnt2sW=@H$OOe#`(hKZ039+bJj@pk3RJK(eYQl#bF^meB z+{gG{&#=d&I!Vv{3hEannX~nZpObF2w<#)$)YOad%S!xO)zvhp_&h-^jD-#^0rE&S zBoDK$^Q?t8srE~UpiOB8V^Lf5mtj1SfK-<9R)r@3lmmj0c_@&c-*>p&5ay@1S*Dn( zP;1d2YpIbTl#QH17Df~lRfMY?NzZ=>semMMIQ39Ux6V(U0bFW*aiQOvXq?^JIle)h z&~7jvz&u|Rr1Uq@WT4yOz7?jE%LR>spX=&=#fu7)`6OYfR?bD;pFR$&erRo+W z3&p)Efc(hr1UTnZqLLMmLV+MCWMl<-&=qe;5|`3XOVI4rr(N_;B*KogjCE}e)6R@+ zHU|gEHFxSsE@(|79tMfh@+Cgvgm`h`MkOdw87?}ZvPUvhqq(eUEg7UV6h~xRB6UtF zICfl@c->M*&B^3EfCIj(oqN*c>zuV%v_y9$NO4_Qc?seK^1=tsK4-E#=mdI7%&SY6 zjU%gXaE04jH1;C2lCMQ~gyqF7c1nthJ39`+DLWdl^v|wnJk;>ZY$j3~HfO#m6@l#=Q zwY_{}P&0OqZ?tL@nfCc_tMN?DN_Zb>z`Ot)Z-qb{9wa&6S7FsRQ7XNkuS@Iiv1KI} zC8wyK2jXf-3yQZcHusoy1=iVou=8YY0V&v}L)HkY{{T|iZI&0FisY8(vDK;UGP`iyP zmQT6eU+cQ#ZPwFhHVrj)g4{*|=RrfVAeEpv)5JDPRC`$BaU>JI!zZ3&7kI5(_0{s$ z)?bw#VoCOqlsZMLn=l!qC{Fi>!`mes|R#goi+r%8rN8(Pu$}~QwWUgi4TT2 zR*n*sr{s_~QoF}-rna?3n$0#x!MCf;i79n>ag`F&h)ReGDNfiRXB;P=eRt7i9>lHn zvo+{?x>25P&&N~U+Fs(*>n&FXk;LFGp@Qr>ZP5^)KpThAQgk|&00~UuH=-p8b!YN+Hu0m4xr#$jB3X9XsIo+cjJ8| zypu$0PTjQ~jygDmvk(B3^=b~GJ?F4_dj(Ey+LKA&63VAZj@0x4#M`-OsE*6WLw@hKl5H42OFZC)*UkEm)SX#T3T*uYnQ3*PF z?;hkHxap<3ry5GvaDu)xIIuSu1du${ihH_2w$Fh+9Oqw}%(L=XbxxK>auvb2M-Pau z7VACY%*1K-H(69%l;tIHi~ZOkSwhr2cCFQEQEtg+;Pc_F?mUVrx{o^I;*-hQ+uF62 zyjmg;LS{w9mKv26;sVO!zLJN@NcpG8<32{5-iazC6qG)O$X?{0(tJ1hIQ4>SwbuJ^ zPN0BwW{-G=~@XuC*&micsA? zJ04lA&bz^_I(2Ps?N5fULw!trN|0SDDy)ApQvF)^G9=Z`?P-$Z7YL3hWjs!_IIu_N z^Y)H(^ozZ?+Z%K}1=9Pau$Ld|P?c?fqmPt%4ER&U*H6u6T4ymE)0Eg&6pRu9%0h5X zRk8h*Rcaad)UHO2afJ?RO2Xk!X-p^{?gs}W>aMXEr;VW(IN3b(qjh||JafI)uQH`a zlk4YBQlj3+rydWj73ANM&rl~^XshhkBfWN2xyA9ecsj-p5FLd83IQ9ATjMyTx_4K# za~*8UG-Wu26qyhlG1imbae|!l&INI`#kyIX^q4X(7G=12*VQ}MM_=-W<9zqjku%cl z1tRUIn2;PvOOl{rr7JrX5sYu-4OfSFoFo*XJNU)ux4FF*{1lt;G*#r>QjOuGReo1@ z?7Kb!rtdLsP@6!!g4)jmXt_7ls9+s~smfK}aJ{?nPFDEh9lfJY` zC#wZM={sIOa1>9Ua&tSu}0FH1xR^dOFTG zqr68RTv161Ny3K-9yO|XxYm-6CYo}3uAC=t43+%!Uzw5^$>H9Pl%U^py`P$vzajCL zB|4rq9*J^n3~@BDhY}C0;Ci@)AiZ4VM@wmL9N^;0(xj#IM_XW^fT7kYC|(KWlY@iZ zN}i1&ZuO3)EY$;$ty?oJ@q@{t9bz>?m>T4wYQ(afQX}RfnQcC37n6qDF5=aOg zM1VQ&0UP_zl}A}-3|WpunQOUP-ykc2M?AampbvkINbWjj_iiY-J0jf@A^cnA`6Gd2 znB5t|fzAlr8t($|n5;Od+MS!VskcH4Pr)*Zay!&`Nb)BfxmP^xSa+#z^J zTa8uapA?Bv#9OJydVw{HY=$T&_9$u zU#VdF#bs;g`eebz)zS)k)Qojx`nyC@nHGrcH|Z7&6brja->gjKy0rSx3Ql~6Xz_IQ zPAxwiy>%VSlyI`LsYS*3Js(*&=*EfKN#(SuHW!V}l#V4az+05i{N|42Z_PYHqm9Ox z>%0s_eQO7j5J?BwQW@H&^1{mqiyi{oKOr&jq>=orkxFga-c!Iaeq6^{SNZ7AmfTO7 z8N$6=dh1MFt#oKgE;o#<{8z>|zX7?M7NdEjhiuO+uNTwR+4?`PGTL-&RDHO~cx3+oQ%}%Manp7uoLfwz-Gz}``VOLu;*|g*V;$*b)Vh*Ck`6^T%x(jV;knynTHilC2q7NS zo~|V!#>8jIJzSN%>Xx5g6cT-@B9tRj z>PuvFh_S6fw2TQ6?d)-%GI)9WsT7M8kdpKjw>gib$;yYVJoDr;P04aZcL_mTY8w&D z-$_Q)?voq^KmPz;&%tE)e6GAiFz_E( z!5h=V1aN{gOlWkXVv_0<+KJsO@u!&lh6O{5TFNCC7iKF)`3l;bH3abulGAD(a>n19 zJZW6%h=&xqt`e+a1H{xeL#ut|y5{O9Cp8Br6`Ze~XFaMgka>G37~8&p*+(NZZ=59M zTL1v>teg>m25MEK^zvm|B;Mr|xRyu>j0g@T82%K4-Qaw)Ko;9ecIZvXn3qh|9zLxb zb!ouDe95I3=@B@ddJ?kF%284R2{_+xD(54JDP@;S$>yS?zCUg$`=je5c@BQ*FO2^H zgIVpyVZnsRP~0t9`GX$PCB@ItiZS5a#v86km}T+lnfvr z0YG6g9ODZ>+$bF6gOSLBIUhQlr=+{+u`_Ru8WKPVGD~}r%#uEtcocc0{;^M*5;d~te@t2Li2O(;9A^bYa|!(K3IWdc>Mk}%AHOb4tGmkK#{uAo z+DBz6@#4-g`!_{nnQ(UA&8<4MHaV@#OUZI`!Klk%BOS7olH$^H*T%m~E#qeL3b1}iAY*NtCrG!gn{(EWNJYUbJZ=OK zqn;3gR8+1tm2u>Z4Zy+N2TK&$nsF@L)d}b94$TfN=2=Kog)@~QlCpkB7zIh>cuq2Q zuJbKY2f^Bg*tY#RzVpg$4hQ(2X-zB?5I9_L^@>qSQW7{02F8G!Y3**S^k~|Cd}b~3 z;Et_PIB?s`Njz)q9EIm69LD_fnwDvq309$q=b$2T7zImh#VNk6Bw(wLyLi)u5|g4k_^DJtQ@hvLRL<2~8Is^(Re&2YBc?z1m( zEivXvTyo1CC2Dmgd`Ll1;mW%`r5s~Ba<4-=lsbajtv0k1x>k@!md2Rx+Fsdlk0mI9 zZ(7~Ug_$wZ;|@810+gI&9f0CV2VtD!6a{-`c@erohi;cEsCD%vz?rgA_2+RMb_LO zwp*e@bSv@kq!Q{7w2}zs6b}%`XCuy{k6CpT36{GB<>qZo&UiNM*(p+1)-vKljwyV> zK}t@?v^P222L6t3OSDdq{OGu{GN6ePTXeKo;#NX|DIoZs&^W;-0;HPG#DrdLw<}T| znG$p1g|Q`J3qzqBHsJt{EbbM9k+$OotPM1qPMgr;-Kk{QkaPAg*h(T zSxb5AKqrMj3<5_8DI+5X7}$Abo@_?0ksM{>6b8w0Nhwmd`6?bGe|29vTK7JC@-&XK zf+J6HoI^6V>s5o0mHgqbJ~+;5tk>E)?WV3ClJsQyJBI+0ID7ji1D5+9V9*sM`q1sN zVww(h%%g<$fh2I`X9xE8{X=_v;sQg1B|MLasYLua6@6hYL<9x4c2WrDm3Z>l@;`Q;$2|8_oOx^!o6)X;4|O-)K^$;oE-W__x$s+q!@)lP z01D~Rj)Wm?UvKfwK?{iu!SZ|@aCe^s`%d*|oRUc%bOy>KoRw!MnWjB_`HiFJZ`yRW z!1XC(KTtIGaCw1HUYX^VH1tLgcU#MJjPnU>f%U9V6zdA>U0c1&Sy#O0_0r@V3{ogb z!f*fs6ss900MHWNisFe{;wy^zF&K77sNf)fcxvQXAOYd^RcX+SU*8vdff)g|qonzg zr7P@D)mA|`JhS?!0V)KX?OSAH&a_eWQN`bljRBs0)rFrb(5u6ltYq(+17sWyM>U+_ zW6!^8=f&AOZHhR&yQmI_Bvyr3tSFou4EI+xXF0(X2SgmN*+pp2@Se}vMPS5s%{03t z$MAM1_a}A(Kl1$Z{{YQ3XQyGkR$qg;;nFux_VoOInAMbb2De92GreL9ng0L`T24+w zuH)C$Dxj9TgbRaK$PyvBJ6MTKu4}Sv=?+9Ga2G*vwh|ji1t?G?s084Xy-u!MUM%?k z07~!oN~bclV+Cp>!lZyZ=OpjG;*j^Q{y>Clmu!{{S&&TkfEa79Hvz^J&rs z{y|(SK0wxOzu^5~{B;rN_h!8z1Pzk=K`3x~)Q+s<{*7jrO^(dCZ$*-jwp~JywD^KB zeyWbXnYS%GdXxum)>#~El^z~B4Ga$;9ce^)2Xoy(RXX+lk+sF{WvVuuySENBg*E8u zY@rL`Q2|SFTqq!oz|Js7GfsL-qOE@wfP~J|+GR@zj!GjYT-9fo;yFrxnnhjqdxIBS zWNU;~scc9x?jyK^vGWyEUHV{`D^62Dkh7Rpu zl@+NxlA@(6v`zrnXK-CK@;XiFCg7W-S?jRc$tAfsC7?ewCk5qsp3ke5W0Y|!t>V^> z$NvBY$ZvHj2EhC6#O!;i@Qq>w(8qy<)kHYSqJfMtsmypq~j^>Ipwen_sd$^)HVb{_&VWoL#!(Mz`;RE zn?@5P5PJk1fQ6N1Cj*hpxR)|_3h~aytmmg5)E?~qPtfN=FI0?>IFd1xgT8ykR^PaF z>t2nmmNZC6(lN;Ejz~+A|>|Os3u-C z)Ar}uxC9xt`-6@$lJXD`9&N-Wd?cYMN|I7R;7Q0i&rrqFPbpdW!WP%d^+l(G9%yCM-c!XB4dmW(BFFWqmHX9 zDvwEiWTlq;_%o$hzO78xicc-%Lrp5}rEHgH?tYyzbhHNGN^I~pkb5aghC;|HP$Vd4 zmH^zOT*RS2iw;F!Xe4Y2LbLYO(Q=J3wV9WcTiINA$V!`tRHsQ&xPDk8 ziyQpVd-m_C^?O=u&RCNwMr-i~O={-kRNXWK=LxZqRW4 z-6XhYdu_Ftt4Y5B$dTTUa9KxC8CZR;t<d3X2JvgGu*klK$Ej!H@E6jlp| ze&SV~ygaG}rY$eYl(gC}@$Se8>pHM_9!3b?3c=;Kwx!nZPm6IuItxBc;0J=XIU2(B&aJ61kE9rPiXZm$-LzD|`uI$?;b+?Uj1BHuwd+)|7@wTgPxWx0fhzkgxr&2;rO6{*Hf}`SEUs#WFQ(aDVF4A zB>w;fbcPg@V%Vy8(av%Bq!RCH)$y z_&ZA5vV3G`rCy94ojGW~%Jpt`&(2Jgxen4D9|LM+#ym&&ywxeBocAOw5aITLSzWf_ zZ)`4QfrYlB9#fIPP82?IBPa^<;>|=In{$jvnQffXNz03l>SZ^9-NNP+2mN8Lwp~Kp zH&DBE!4Q;5JzH<8C`j{Z+%&a%l&aS$xl_@p1ox|Om6F`sHPo!?XI3$t``zIu=QX2# zG92HTb?b}pH5!q|t|YT@jyQAN610JjWp_o+=D6u+RcX{*qo;JZ+i8~2Ir&&oD+l?< z)k_-GR>z7?ptYd9>UMp`j8|L(y-p_yQ1S;9>kclJm>X0Hk}b<#;bB}UQT2|=9%NQ^ zOASf&FG;G_?1(cyE`K0(b=;h+$HaFQ(qUJnA1to{nczTq)LcL|TFh)EE zYclkU&Iea-eU}n)P||^IWcicJ-Ak_;URv1WG2vfh?i97Oo+147_xh7eolL7*!%=5l zZ7WFGmk*>f><1+y*edNDL|yu|Jo=L2x}|D{lm3*Ht^O}Wl>Y$!d&Y;XGo-1;B-$k; zw~@mlHc))R#>9JbNv%;P+M*%5blFz)jQ%MuakO_oHC#jL9=egH?SDgSFCiBw_#wj$ z!01r$Ejh*R1vH}Daj?5?Z4x6i!^9pWHra}ja&|%%N;96|u6eE>rz1kWOCSo2s?~Yh;pxX_nllRjktr3Af)4rW0JT>2_Cf8 znsxa)bJB#}DQ$OI`KKkuMUcY1RO%|1+T3LP5|e6A`&wQiXj;<8HuWyhXWcE+qJo#0 zT9qm|85`i^ZN}stbnKW-PfuA95htW?$8LXxW7gWfzy(1Yi)a1XO}mJ4VcgzmqCy)< zQ%-J@R*{VN4aaB8H0#wxl&&^hX-fmMC1N~+9Oc)Njl9fn^oHpuD zFhWNPljc&dT_A4rdyLp=a?v?~{$g`s(dq>5E0k?ZU_;AdL|K+sPs>y%dd5~ydYe|n zSDhzMQ*J-pw3oFTNpD9Jqlc^3l{I(wsl5jGB;x&*<~YdGkZvh5H09zm?VO&XLE%z- zxVInD;iemnrukxVFG!0j8iDLQobaDg#>d!dO9nI<%MaV7+vhk4DO6`Y75@Ng71%zc z;+&Y7e73lxH8Y;-jXl1lOZ5^;6g_16s(Gon-YZFMU1jOkTjI*y8j)YqsHV10sQs(B zag=or4DE|OBRy9hVZk}FR zx2;QhMrx6c9j{GM@sXli#&>Kk&=akVeg5ZMJ1ZO?I#e6iXd>g6u~0B*XW zOzO*O)gWwcFw&OfB>1g6CC_dZ=SinP)EaJ3Q_<&Jod*GXq$|{+vGy9oy=b`z>U9mO z73Hyk#Nv9lfbb3{aZ`G!UnwsPpUc%2UahZ`merH_dZC)_q-J_MmrDf3ua@TfOL`_l ztPlEDk8K>e;HS=*nba4Epdq`Af{t7ZUmAVN$f;Zgw6pV3H%@9<+G^yJlqOj`0bT** ze3btHC{v~C)a}8pzgFqu{{RprI)cIwvail{wDwjr--Ij7*HOhqJ2z+Jm;CN7qmPv- zSxLq4f4<@mA5yF@tbW&Tabuf^Y_hZMY>IGl{{W|M2;jO}WFX@KZMc<@^#k?Nd$x<6 z8WWd0M3yhMlzgdBi6x=`07}{IwtZtBW}{~q{gtvcrE4dV=|hw%wP$HB6rb)%J_54O zKj3@&A!_8z)E3qKAP6<9`ZH3pfa`YU$ZzJZI>UhavAsuQwBxc6%S^4u7D7;zrzJ$5 zKn`U1SFN-LnvX8iA{w7xqeN|(tT@_-T!p14i;J30Qd>VK$H#9klrgnoR-FtyQ=G2z zZ6ueHZ(B!+%DkyKRi%c)QI9!0ySYh4DBA7iC#|aKo!vhF0R1b~H%&2nw#rJFX&0!WIa6&Oq5lA0PZCeCZ{RDMo6&a`jkeUZ`y7)NGKm4h^*MfdpSsqTk zM|IYKn9A67uy__bO{>;>y>%RM916xgyv2J~UV+n1G(%D>IQkDT+h4Y$m#&B`a~|}S z>9~)OjAj$Xw5VjCl7%D_zcMrKs^2K$R&&BhF9!$dq;UB|87{X%nqCv7C&NuW{)du? z&muWdjr^<8SDueFWw0PUq-Qv@lD3f{z_!PUN}L5>&Ehnk&(LO^y~ZwEXI)?0wAhr& zT}SepC<;%sR6bU5SDqfC{{RjD0LtH~U0zhLL0-NNv{(NC9q;V9dhRJJ1*z%kRDl`C zqqUOYLJGDV&fUYj)S7&SKGG7Tx5U8U52qv#5=VLDcJC3{9S^+hw-B4-?cjwip$oQ@=lOej@$9aDpJ5}FMJTrwFAzMuMXxGk7bZ0sQ{ zFycoONH{7; zJ1FlT?yNk^>FQZhPUo-(jaar$jkO{jTaw@*q5ug!b861~wpP^Fe$d*oEx~1W$K)Wd z47|bu@{!_{6>#G{{P*^1hbmxZ^kZ5r{{V9Nn<2|wol;sb#6iCaN9IS-X}Ge$amaXS zL0DEs;Cp!<>O|~O8cLNR1h8H&>kq2rTt$SxQFZyJJi- zt&hCqiBluUWiee#az7V>-#wHL2ss>Wl=fVdMn_oS<>Z`|45NnN z+}$`54|8sluwR0X%H(i)`VTu2t*hs(dvxoa!B&`XB*~g{#TgBD#yRl=%N}*;{R^%y zx(7##e@HhtFTT(ogvwr1(-M!M<^~nq0nXfs1 z*pe;tA*4u-+peVb%?`_*kUJ|u#zs!YoThLmBmz%9$6<97QM)vghZJUeW0bb;to;} zK?DqAB%B=hRG!Oqfv#pUpY-^QQK7ZG%8t+|npi%eBVP z-d<)qJ+RRvp=(mYLF|;|r-tBHnLixl9J6jPTR;>P3- zXB>tAt2H%|`wWTblPV*w#FV(G>f8ZLo|}JlQf;p!BG&T&hFEBPmPkJ(Lpzg_qH~ko268$bX=-?mEN%JT zx&bV-HseZ?m8AoVJjeWEr`;TA$2#Wq1^t4TP8S*?wg~WA$B!Zb<}!;3Rt;b zgU&4k7|fv|NKfaleb0c#2RgFj>MKjfKAM!1&#g+6^^rh2jm}hZeRZ+hY#$zUmORLk zGwAZ;Kjeo}Pq-THPl|E90l5U7`|7Fb#!^)(EMTwT*Z_?8tb=7x`dtc{{RB991xIjG2LB~06a%zjm-gWbWI&G^mugaWXW32 zd=rEZ`=+I2`S)_Btt%VQ^u4kuP6{I+tNBV9KUp;3RIRZ4X zH6$4aW8*=`Ebp4o^YN^c*`N);#&)JFqW%fKN4o%h5?>5Sr;u%V{6nX}WR}hbPZ~3_ zY4bbRDGf6wE3u>?ILpW=S{2?1!Jrx~G7X1QuGHw@wcXrPu#R?WP6>6NAg~LG^A7%P zQFhn0W|LF>8dzfemMRc{@+3(6r6>1$0Mp%c+!!?t?`V7 zUzs@?)%8(pf3VAw;W(0a)SNzM*|4+T3$eX%&12I^>3~ zTw+5DAVfJv7O(*YJ~_uObcWv5-aX7JocLEQmYr$l9!#Y z!Tbs3$)8Px^Aa3WE9!Vu+ld@#T2yep&vEh?`s$&$X!Tw%&pP|@ZgJR-xgs<z;vlgrC`!&?Jhnzox?+`d+2cXZ^PN`G6<5%fEjyZxI`+wIQ4{9>A$5r>Mu z5~Pq;I@E<^9C0I`EP1-Pmu==V5-$n2M*svoRluhalfnyX00nsGkfm`$GG0fa>x-L3 z`~30gVh<`SRm;-!W)%`6t;F>JV{DZ)bz0IzVt{>?@fw;;{MU zYwby^>b#}5sv=waZc9{ zf*xszT9Z%7hbh#RmYeNxBrD}8;Rl!}03EmTsKwVt=?T(Qm^z$8kXA?I$lyKLNmmYi zgx06avWvDVmiE3X=;jlJT%jnxCug}nuc52%H6;$N(Q<~&wFbj(A=1H63Q+6QQM)^^VDo7KJao4rHWv5^{0fOgA2jwM0~xtxvHvl6wW0 za8xng4`=H%$m!M^aZ2l>PKtncP(qS}?N4O=b?8y$oF*aNP2a}SOO4vyW4S_5mYkbj zYU|q0+oFk_4w0<^c##rSwZ$IOklj*0uy&`G?)H1+bg(b6C$^$bQFB01{+Z4_n5xk0 z1V|h=dt^Caoz&|I;`gJ3{j{>(2S{B4Cbte`MF%jD(#x%q4|qH$pRTX3hQZ^rsR&ej zCAqyOw>X_oLlK=wDfsJrbE&~1Y~GBwFzRJQjdQgXWcAj$YFlUdxhEdcPVlW_Q4KqD zgL6T`NRZHN?04_}`e?C6Yp)8nOb!4BP{Yb;&ohN%?KLWJ!(!4LyIjlC5;#M1U}UJC zNlMegGv}Ol>?_Zy$S_a(Gn_p7@%7S|>xq_FdJ%Sn}m#cgWW@@modlgO7{DLJN6 z(0bhB7Draf!cwjIa42yAJFq=OQ=3-Qyw40#DsBep8o)y%fyPSE-)d&j9hYM z#@L3^a@>}>)F5~ER5l)=U2W*Uv2Twm*y9snxX@Dtg_MGmzCu;s=S8RZsl5LHO{K;qQl(M9#piba0N(h;cn*-Cj-|;}!rKTb=QxRO zDT?B-kTSJ#C@kzZB_kLZ+LOt&+8=q0*y>6^U~3$Rx^7hv}MIv@rja7 z*HVjKymonBOolmPx;Jx>uYw+WHVH(?>qE@D%jh03ujMBjbEM8hj^c=ZGZF%JDRns` z%ZOn~_F|u$wOU2t=dinE#}WZ`faD1da@@F*l(?Q<%BOOPO6<)nU6GKM{V}AW#E;E! z11Hu%_0>%*G_>?*MXvbuqsBR{=)Vn(s|!YjOuLq~x-v~KG?$qMcG(fc;v|`|75<6b zNo&*z!iN3XrW?MRkn`E<5c8w5eG$y4k=@lfg%kXeYQnnPZQ(0;$hcXToDWEg=~2=A z=7=NKrTZ&WY<64)2y-A`W4C~z70}|4Jb*k&^#Xmh=~CrM|!-xT9NUB!*z zr=3b#FKja77VRhJG`tFpyK|9l9Z_%vjg;G&Wz_!wHCR6E)PfcI{{U-GP}JvC*ZK)5 z>kvn%)8w>GZ}*z|xky4m^ec;9qz@pW+4dzqx<>RHNk?g!)^&KYuDOi=03l?L?RzVQ zkL2o;{6+Z679CBlW~!6!QtHc&N%=ub%q>tm>6tCE1)R1a`HrcbY#rfc1!NL}{3SzWX~=O^Kwq$_UZt1S`c z2&h~O9XY_}txtBcJ*c2(*rtTm}9Nve^Q zCF7s2QsZ+sHAYWMLeFd-kD^XHqfL2;uKg9sP~+3rn0ElIa4`P>?`M=xa(Islyp?P`xAT6s=}qY_uOXxT%^j2`-tygD`3$tC&b%XC*M3uO!`N5#aa4J?!1o&)2W zS$flYN_i@|SRJ%TUPyl0uBj_NO)Qqk^Gbz9?mZXFTbR?As25UCVmrURWUI#rUdjW+ zDAr}oU#i?6rwvQc%~K7`+D%HG^*_4&o^iL8g*L8@Z#HdbY<^Ho+ge`hkvbZq}k_?zUUsP+$^V~2Y4w?kTgQA58>gK}zg9h+&m zk`SaJYg)Eg&c_@$$Oq+f@$}Qs-h_|d^AwaeozUpwNXLhGtQ0Cve5F>ST3Qi|a`Edt zpN5Zl;^Asksmj%=wWZC%FuMHLo5{VJI-kjPjyRur&g_H_Q2zjVHKo$q0_PmZxI<=B zUq!?Nk1^nU#d2ap(VGd86?{9Mv98!T?<1I{aiqtPGRw$ckUNiMdvx(MZ^EtcNj0JWTikWXl2gW;NY(hmz&oH43w zk4Ip-ry?!(1L%&*vBKJwx|74W?PCK2x~I~fLkR@sN>RcPIjHywZIyR+B!5VD8stU< z^{%o(>c@`>-ANtl9K11-JqhBaI%*O|&T{>we|Rq2r>|D-4@HMABKI9p90&R)qSxMy z*eYM!&5ENYe4Ksg-Ei z`6vGX+k<4;`IjZ5FIZztZ@o>tm8Tw}Ge{;cPCgrM<)+#SN`jNb!du`Y2O&p?2h4a^ zn_09%vQ6T(+61P7DlIBA?Rah-ZwpDsc~ZxfKStJeZX(m`)>c;$zYBNSPBce=Qq-j5 z)&+9urn1c(OAiUGsp&7u->Q0F0_pwCX$euEZ4j?1OX}iMn7YYYll+pGR8l;KD}#Dh zPeG7^tL5>A%UxO-matNBoGUADjHqXsR{Li)UfWuqbb^Vton?AZS0p(eE6N_VbwOWU zcKCZ*S{h7)DjbXzHsa+%Tfz3nA`*uNHs(2G_f|P_eiCa&RN~i)N1nM8lB>5)r8VU! z#csRH$2HtduUbL5%^@~jYMXnb0Y!0Ik;UxdPCmNKZ4anhz+Lv&Eddw@(AL_C@gyxn z&tN^3Ut4-9rJCa`G!^D3Lazy0g(cxv@qLuhq?LSHMhZgA_$jsO-7VMPB zLr*Qa0Cy<`eUs*sk6k#(()UQw*0FAJeAJ{g5~6nS2XjrbI%Cn$r@0R4Y1G!qErG<6 zLeiZ70I79CmqqD&qlrNwy<0XOJKl`qK=qZjN7q$<)BK*hH0|XnFLOqJ`dgCMW}c6f zr4_+RBB8t6qPaFx+K-|AR~}GVO5A}3<+AEY&ly{M0Fp_`BRse65s8;BiQ>pCP0`o* zu7SE_CDxDjofYc4MzXM6*;=f+z74@m;H#@r9V6D16r9%?x`OX0EtVW;Hg*pd&k)<_ zlAt|jKB|8tq_T}liELAqz2p9zpt6N(v0D{M*?OL5v1tB{FVd45&w9Picj&UwRy}8_ z!1mMiw?Sze2BSkv>RW?Pms(Ts{W-9S1q(?+7s8Q~#lzXoOu;tKjZzm(OE zam3WWj*DD0NAf!H&KSzK@o;N~hGzXFw|dhy(#4TYT6*<*H&WbF=}x+^N)lA8sYOJS z+;Vp3NgC*#*>_f_vvrXQ+M^aimg(y*%qhgDg~hTsN;qFji7HV9bxYXeCUqB7M6>D7 zgms1Cq+DK%(t>5hOqmYIM+pl`Q@Xeu>dJyh7(BoNppD=4=DoZs7e(5BJ*M8n>FVZ1 zg4{*2fZD-n=aQv0!Nl{+4S=Nrvy9h#i(a*SBB@qdO}SawER>pBvhMCJ{vO0v#Nbt0 z^U`g~&dFq?(!H#^yM>ziJbMPaV*979G2vgV@4t1tG-r0FGWuI};u1)}<5Y%#-vK%9 zt7^xjqTd*1?wgW62$qDu6R6#8w6Ki5bypkj7w%1wVl58Er9iPlad%HB7Tg_*6WpO_ zaR>=eiWJx2PH~3<1%kU5r?`Kg{GM}O!1-_PS!-5uuQij*-ut?)4@vfmOFzDiJipS$ zW68;6TvJ=iC#{va&PFFvRz+Ol5kuH=;EsnT%55>cp-NmI-WN&pt#(OT?sLt8ES2&O zQA!Qz5$)pAD$b&9qCr!ii)gTW=n2Q~9NUHzK8khz$VH>998=G=r>qJR4A&WWhLj-Q z&xSrw)g&9Y_L1DbToG0C?Kui}Y{9$z&jO!ZT=d@;eFXZlIHkbd2?4< zdHDcMqhI$Tl^$(W4qI<7hxi(y8`N{uF}^sNCt-=umX$$c+L<%8XJ;a8u4?IX!h4Um z`14)!1y4Na$jR!%CM7GiiN~*dnC=$F5!F z_&?1g&r8bLDNIeqU|&_pGR3!ko8{l>1=2ZNy{IN`zitJRnQ1xG-xhy7l8HAD3T`9v z%PxHz8%=hdL^}lse%1Y=DYCmO&5}wOy*rpzQ`N?!>1?lyg+mTPM)EJx($iYD!*&se;sJM42hp$77mF( zPkA}4YV)i$@xtux!X(o`PPnesMWJOAT-7_sh!EOxNTlhXzSZW zHgGpt72b5B8}{ubd{=bE57#*Z0004SfQT@BB1J*Qb{79Iq}uWn^^UetjfD}TA+lsG zJMuGU=7$qD*S@&G4&-I#&I344JRZ)mDD2OmE<-yrJG zhGk~srs5nPBU0@o$mDo;M4_AwIn(F)*+X^`8!w|!BNtbIO@7AjUj#WsQLAhq@7<+G zkI$kO85fz!XZh#KR(0Rb;A$LBJJ1RW-M+NfPf>&Is}08s(;030bhgwHtnZfCHthRz ztf;nKjxWyztafcC+PvsQGM4*2VC)69z5T5p~0QB4k zo}3XU2wB+M+(BHtZQcY6G!_AL)rfo{8g4<2s~-=^hk<#AaW>;sdqtesx>84|>d_P8 z2T}JvjRr+b>BSAOl7B&3UlB~s@sZX(cUodgf8E%yviiO;qH{tEQ}z=&%eRVgvCWLs z$N68_z`_yKd__7{9D5xA=H8|LXc8}%i1-NNew#trWB_$DO47;P_yL@eyTO?+JG3cg z)0HK3$LBozdF!Wl#mQ=WtN)m1Fdy4!7E;lPl6CK##CfPgr9GK>8PnR+pt8aELCd09 z+h>9-8867T>_uH5`yKPnRr=71{%%ZAY1!#rzUJe1jCpNhye(lOqCY(wJu6>x7;;VA zyob+pDX!uoP-c2m1&iJhU{RoBfM10-XY;Beyua}N`JGn096Ja)BAR}b-%bV&hBPYg zI)Vk*ldR`Y)~NCDT<8 z-UFo?DUqKe7VxNp18e|vI^NC+Y@Qo-Wvxr=;tKQx7lvZ4DV>2GUM2Ul&Pe>^zmb>! zPzqy%C@K_JjLilm!-2LdL^&J*rwmi!k8?_tBz&EQQZ5{NjZ`OTv+U@8k!t9b%ynZY ziPuEgN$mm*s$n0CB5J)GjcI}2vPs&Fu2(u^ec9Y5p5FO3^V-|$LhoXLvM5?H$}Cbs zVt$u!Pd__M78{}0kJaaX4^;MT4OIu@)n>DFH;HhEQapLTMiXo9dEG`~#9ZG=#H-Zb zcIoNhGUl`Z#ql@I&NjobHq6nSJIpvT6d0U2a+t~GkVl4gZ9P&!BXkl14J6Lx8$GHx zA846$^xCynhEwr9etwgIjP*G)H6sdPYP|0`VhnPwA6tby(db)W6XwzRk7S(ViZoKZ-vJaY)L{LF9XvyHH0AyZ`l z9Wz*2@ORe92z|G~j}4>>_trmFu}eF#V}5$Z_v#i`akf&(-}FZfZ%HC&MK^o7C-aW{ z{gDbF!djN8Ic|^pvQ4xln2wK+<@s*U?vj^IogkU{mw@&5UuzbiSzM zyQyi*%J>I`99`d}B<)U8tJ%y;=mDr~ytlAS{k***B+7BsYP??^lTFn3TZ@WyYTPq$ z670#16rVAp%6ijmJk(&{2m!bRjl6nZ*aU|s0WvsvLTR~}t;WhH0o~aV`dYZxc-*gUC{y{$s%yRjUA&dDk}l#>$Y>pD#aZ4L!*O7=FrZuMO+~NibXNz> z5H3i(gqxP?gX{Ys`?MUua}wrAFZz@Dg0gU(B>MB(;CBPdy43j4q(_VwC# z+hiuDteqUR$XCbwVY6_jIvgY7KD;2z5oft!udm8<;{(cu!Hm0~*w`@S>JEjIrC&h6 z*iK~Rgbjwh8o;THRQMF?Vd}Cu+b<*Op9ncak|J)l-?M-8ZciO03xERf6XF;YKW5$T zHf~GS1FAHtYcv?gWo@|eaSXF2)(R`o0~FbvKM=no>!l^!FWAdBV)KazVG}EvQ~ltu z)&fs`Z8EX8hU3<^WgPNX82?7P%9Cy0P%Q`6e$dF@)q5h)HgM;nnV%NP-o|l0R^J0B zd&++roj#)dbBK~cq#COoP5V9sJPlj^w;2Yc`_hYR&S7 z-^ED!o)D`#=M}H_;dhX3fV(?KFeiH(lrWXZx=xM;OCstZH+7~!1@}Hn?&|Ut*QT3b zpQiMNslU%$tr|3zsvTx;U&96$w2Ep7<1Iuc@$eaHFxv%q>`a!|`U48wPpYa>Vw8`w zAJYUGe{cOsq6oWs~qX-=>%<%PO*?lwHfjZ*2krUoIw5L`0a`b`6SGuPj)|8cRY}tGS+| zvt#-!Srt@-hn&ye?J|3{ib+H*IqEHCne-~;%b6Hsrme2csZoDxC#*@RLhT@7m?HaF|u>H$HbpvP4##6w_x<(^g5mfw=$CjN} zmj}w!1PLR~vcn7v^T;&sNFc6wJ9k+uaD40f4?bWiib$E`pC<|&WKCE?JsjW5g=|^xAO34 zjJl+e_NbnZLP|d{Tg^S^^H2U?_qvYtnwBdoO@pSy{UEX>ZJn%^@JpY;e!}flU3lAN zB})f8^*1+$dPk>sMGQ&Gma@=9{&X=5XZpf;YQn6uCJxhVyrg=e*Ndoctc}Tm&@DqJ z43bh0O*-MM?Ax`U{(2^|#!zH*a*d0uC`#;h8NFM44qShaFO0|?;!z{O9`Y?l&m$E& zlKAuQv4aYUv#O0!zQ47$*xw4JcY6I<+ids7_ekOhD1i!Brmv2ntnFjqhcyc5a#cFE zXKsea@IE8?zOHEkLN{QCTl;~&25JK^zyf_0-hp>7WZ&NEa7>f#&2`9eQYyN>vEBIu zhiL1PZ0PRNXR)H<;ep2-;Ly6@4i2Y=UKrPBN18gKNlGeS?&8$VEEIJa^3I(~&ilrg9=LcL>xnSB-C*rZ4Af-pXJuW&A{;@H>c zOX|i4hcQ-OqGkeu^rbCUGaMQAp-~D=>Q)>A)0=(9h6tqu8o~^jP3H!B2F8$l5&trO zvciH$F~(NLru%ZP_evC9^tH#}G^M7`56)_>K}4RAzWuR7jxcxDQq-Nc1BD&r5BLD81d z*VvOES~E=SKdl&SBCzinW)o+ zy>B{=Rn&HPh0K>Q6!$c{ZNS_$_th}o1_uk{)E+m9`E_ZPU_1B4Ynsh_-bf+1qR^$o z86qqjdm48Wm{Q#qras~#rb2N(3Cb=L&t{l5W-8ODzIkj>+ayYkNZmm-Qkv_0XhvNG z$xb&ARLQ$$&f?hYur?J6XF(yU*+V=>)ymhSK+YEs7km9WJaNe-W@kEvvrSy1>P2bA zO^xky3=2!Nf7VrAv1S>6d|^Z66C(x29T$`LpDiD3@^wt=UtpbhwM2p9yaqAwuhBcP zH}9-ukqmff4R2Pcd(K%JVDdNMCpK>qQB=TT(!n5Z3fJ+9p*Rm0%Jokt(Vefk{%%20 zmBgh4O;qYQ>p4oeDa)(&8pGly!xYrBN%qBXM|1}hh7XL+WxP24b42i18nsQ9?qkpw z91(hR=MER?%@HxshaF}MDFJy5x709>HeH_K$G>>7XlSJ2Ib1sN;VGRw2Aiko8q~1K z;0HwF++Z7=k@{o6P5SBX-hO!nDk%oA^_`Y398A}?ieK7R61A)oV zsM_}4sBg8Q;W|6H*0I%?>myt`QDpY1-YEl2u?UyhkE6UqZ9#Y-LxX2Z{(x}4FU zD(+cMNdB)hOrHidk%pKXDfR9~+HiUY)DZbTR0#Z^B?O-0g+U3=(f}rEb59{9F_|kokfj=)Z)AaE_l#va)o_)+0_E+1Hb}n$aMMDceVcFJaN?X(H zdLKDY|6)n0e{-*M>d^l~i568(MAtA zkQ;8PRyTazBgBwY;GHJ*(112_!qHjtQ?^N!FG0)!Non|J9MZ&$Y?tZA&fL^_n=DJ6 z#Dv^K(dz1RQ^P+~b}1jM>N7q`U>wlKl2IP+w9KKlcwAsj_$qkcp)S3aoB#SB${=&d zo<;>}3sbPCru{#K~kTK%5$}>qf&phk06WH>gU6ry59Tx zPo|hcdY#vr)EMMJnNt_uAN6AnodEdCi|^z4-k%pFx{e(sb;u|-rIt7+GKNM^hT zU-CKHDr<@VLs_pjn{#S<6?XPZx5?-;NIgt{$5SZTmtib$bylCI6XXTqo z8&|Cg*d>a)$m4KFcoG4#IxJ3^;`-tGK_0iF;DFCvZ$U=Do|n?`6)Yc|>mktIF60Z@+bY>M72QRk38Lm-jyuytr*D(tJ^YKkysl=c&O-a8BV% z`SHBM5^GkiA{h^(G0TIF1H1|Sd(HEpVUnDQE9*)db!ZdJWgoH488zj>) ze=)^w7Z2i1*h~FxFq_-{VZMKBL-!%Kp#J*3{of&#A|`f)e>*w*#mqg=g_N!>S1Lto z6!B%hMOIYW10cj&)!}lSP=OB~4yR)U*RNEko$Ixg-uCKMD(g!b2>cy_g2^T;n*sjW zZ9GAlW25%f5$R>Gvr{Z3KtqXa`^&W){G#S+%=jb-xC6n?iK*HWYENm^iBIn2oapVqXjIQ$Fvfu}>+~oJQt)c{=Rdcz|1A?kr9N9o=4|l0Tj!LoXhm|3cXAY5! zeJ?3n2orY~?;;bOLm5|9?camU(T#8Z&yO@?G0Y3~84}9kjO1oE!i@9A22=ho7%>SMjjrQO8)n!H+AC2gwhQ`Pw1L>+aJz-;` zcM{79WvBn4$fe9NOEyq*EQV{&xy+OK`e!RRX63c0ZoSX144D^-NZr$R(2x5)Fetmf zY$H1ON+tAtfMiWxB$Izkxr4hTd#+`E$SRdlpl5Z5yke}ghj7*-bh~0qNoa4HWGJ^x zUtfg}o(|3#b1f(hp*8O8Q%i8PdtZq=P`B@5HiE}So4h~^93r^Ev5RA$lwc-Y#bUI~ zINPQ*QRzD_!glf0>Y?;Nx3V?EiLZ8V`5~~iB_gOd4VTjkbh>ROJLxFMM1Y$DuQ4>8 z<3MX`jXO)sy3cYB?dQe(rNlZTZ=<tJism z>DlZ!u&J&6XS#!n5T*kATGEc*_w*hva{duq;V{6&X0nD+&>N1o6%BAwh{_ghiW zlD=y>fD6tXIjo#)16nRZH*xiC9B`;ui8Q2F_P@DPQ3k^Zab-2G8+lP*^DgzKH*>;z z3zIZ83*o=g*5y90GS`53-;aWz)Ag&f)#%7E%(1%*2h|9aK{iqs0{Ajweca^G9Jdi* zoFE&|&0h-A%!~m2Vzz^*NbVmO_lp)KXd}M-aUpKlE3!EKqyWmY{aA;BevYx*=p+Uy zINa9^k_l*%o0(Y3P4KNZ(T>P#ajlC~0^^J+`y&%g{lA6mmgMsD*yp8m%+4mTh9hFjC7TL;Gntfib zS$P2xV;`E9IC_5QP^#&Aj9I58mH%?yIv)NUcQQKN`;nM)YsqLsOHC$r2?B!8^foXR z0rbyAChkN^9s^tc%|!sUZrULrw1Kx}KZ{VYjuZZ^x9JSK*e?T&;FK=PU>_QLA}e_4 zQ`DM;<|G!A4S-rf%=}IEWF=z4n$4q9X`0xjv*yOwK$*sskV07Er!pFq`AMURX%iZi zU`;(J$vwDfx+CrP)+8NqRKI(WlCZ4jOtazJmaaHcT#h#yjjH$DW5dCmqoVFOh~!B3 z`yD6Di!eY5xoH0H6?E=mQX4}O6WJiTkEG@iIYT^I98@l^pRam+XXbosx5~bHHK^&L zaN+kS)c0dEC4qD@ExIJU8pR8%0t3Pfm4j^R2eo0O3>YC|ba6~J^6vktC96LO@8b?W z3ix+=2FiO&6KI%v=_8daz6?;dvmn;t&a4Ju}Wh>;g@&4;!N$}2g}_%>si zO>7NpJpx7?svUeOXXTF^wGGt4i=J z2%?qVEze+up;OMq$Xa{#Q8A~!?FvN6*(3}J>!fzg4joEws*2ba@NNI59jV|emLKOn zSX?Msrpct1`Hy+Xn!e0YV!t=zQ<`wfCC`vX6yLJ5FcaOUYFGAb$5jQ=#l)U(B(kvn zpJYT>!Zi7$!*AaBY{TTfKi{$qw9T9d{&_N71bvZlqnIiu>^S zwX*QX7Ok9M(EAVpzZ z+L6L5H_#~@&$iC#yWTok5yECS_%3HfLLGCnnqjsBlbuRga+7FU3`!^}Y#G^eB*L7) z%vSO2Oqw1`IDZ<-aK;ne`V)qO7>#Y05%{Tl%~iuYWCXWcUaZb zjyDPVdR~l%<=@h|7D65BK6UNF%H7F*BFvYJve>m@v3S4Ca_7|C`a`T#>oRI$4T{vB z7z4y2(uHKM#r7XT8v|d6xxAYCr@tPAb-c( z*sz1SiN0xGC@zq*%%QL#M@+hJm(ch&%EiV&M9Lz7o^csbT1bi@Qn6t03Ndz-%rnkT z{!k;aRq1ixw{F^CnGe-13`mZ!ASJI%p=;)IZtmCqFa{Z|IfP(3;^+!TiDOMHpKPlM zwtG5SlC9|WIkPFqdw`H$*fWW>!y|V2FA1$|(|w$Ib-EYBKu}6*TN1sH*ojVX&4ESQ zpJM(QPJp=noh(q<+A3Fjp*Ke|2zrVIYSmLxh$*dZ8he8#cqUN#8LgLO^MuoAlU4bI zO^FIUOjXNpyJ!qrCG7oStzl5_e)qiGs({fg6T!J~n%9s^i>8R7P zGFw!so!v@yobwCd8eAth&=3+90AyhX>Isx)kBCoPZQG{(T+qeZViCr)NesA!a90Pp zwJaAZMEXF=lCx86VWbs>g4wvn+RDsqASgaQkuf#9^a?6~k(`YY_Ff59={&l&DZu;& z8TiD4_<~2)A>kb7{!1x^jHG3HCnmn>@>TCT`AOoR-G0(gvC+s5t>0uE2g9Dc%(s@c+RIvO5fK)!?&#_jLCoUGJTNj>+&LJzFYqg&V zRtP@$xP*IuiM-(9w7MMu;JFAkK1fx)>fQbIn-_mE8o+e1fk+CE(g~;9Ycg4LXkz=`k z&;b_S?9%(o70Zy$av&>iq*Mf12YT-3CP<(qU58P@dDMK&e<%|6dR6R0FYLvCe{!YV zDI6tb#fe5gL?+D}m7K@VSv?Ju`X_fBrsjvX&)g{-t~taxOU*pP7J`XHOCa#MX$i+? zn1ZIX8Qr6@!`l|P;6=bN*y>t$`#hz?L-31PiQY;%Q7r0{R7Cb!pn*C5!)(w}&l8iY zA4R<^3(Z8u=`6Owt04Sd*>k^z%_OZux;sbDU?L%UOtRcqB=_9_c{vX9^8Zkl6t{CP zyd}kp=vobsD_MK0gJS&uP~f?(+N2~H4^mhMa&(V%lh2jUqa#m@JH(you8Z8yqd&j= z{De$RD99Onu;{YxyX7!@E}#*=8s$OWMs}w<7z(d~>3Z3wLq-Z;AaQ>n~HdllOw+T|ps_0&P-Q%|?2}{y|?P+0w(2boo+Bc1l%)@To6P zEViL&O|R(j_SaN$4b<$lU3)=;7my!`-~4LS?T1s{Lh=h!u46BCNTZCuNBRwlN-eDf z&2?V>uk|D0h*m6_#8uWG5PLGodOSN-RF`|uKu!Ck_4uyzmJGUsmAH~YRd!@mIVt^O zrNR~PhhxC29bdGs%qv=VCPoDKCm-vYQ0GcqUUIblKNKSM)q*3BBApVCx%syW*t{ga z?bFiM)z*?kWjB7Qhsu2;S$0D_Oss^Sosw;`g^z%3n(0}6L*sMHOWR$6qKDKLgv*!B ztXc7nKfYv4(Nc3oS}m&0okBhqP4D(8)M8&w=;q{HxAyG!;{13SF3%j06PX76i<_KR zS{uK*HzLMx7IID!=+*nU*JjngeV!1|XaeWD&?_8R2xxv8mojR+$!KHYu6CQN3*ao< zX=)4+u=r51AbL8(1L@~VsrsX#bXQf>(9Bch_bzj^b`QkSc6_=fW5_QUJv;t2M?%P* za81(YS2W*lpXSU#Uo#8-=?EC263+Qzf$S$u$6cs>np*x-!=>lA4R}6sjN@do#`p~4 z6`$1AdM=M#6%fo*C;s;LN}|`toq7W)Hs58+j2(7W(cd96Q&*-WGfWyb1b$bqIWLpV z-ZU;AWmBy$gmVNs(=k`9XptIRFj?n1`}2bve>Rkjah4ygdir37rh%u!&+VUbe=f5W zRqVEIMRVf!)BlI^`f*J7<%eI@--EpSH)-qg-o8;-#+Dbsh-cV)qlW>)mQzaJ&%;N{ z)12>^Mx2tyZ4~4VOHT&INiMT>*4BP#4egmYRagwr?bd)W8+40CLFr2h5+e_l6GdSq zTJ^fTFS`YYCw~PMXZ5JU6B+bynP*`{c@#Hj_G-_=^!UN{dL>4Am7@XbE1cDYzbdp2 zac;++Gf|T(-%rBkGi2q4{EyII zr*tfe>D3+?TvOk;yyipf#PryI;cqHQuj*ui3{|;&F8#1romRMAPxOz1gKom7CTOvw znPsSzCGk1W^Lded)q}IDsHozeA&`RwQJ}N!ogjbuTg0xDg>G+$f2*TEGDv4s)^2H9 z`#Egi$*@!FH%#aRJ+{g?JG}Ia0vYKY_bkK??w7Fj%gA6? zvobh4>;E4LIgav6kfqRw{8@6;#4N3U%s|nUX?<{novr8INW3F zNP+VLN_G!wWUO7wODEdCaRjb2vU{(|0VlmtaY)p^3pjCSJeXPNG}awD?&&V)xGXp72kO4ak>u7rJl@Phhz{jh+@-P?3}YK6zFnk4S~|H z?FUsuA|KZORN>=ed)aQx&0gH)zr(v*pzmw#$E$GqSoIze5TykT(h+VFJv7HqO2_V3 zR;L<=GuISZQMG*SuHRD-7RvJ+UF52_iQ{A!H%%b|wceGWzdFPuS$vFBXaW}LS6`ka zeS|daHPG7k-FJtk9*I;Px+kI$oW&JybHYQ)OjW!Rx@O^7h2>IILPKl{e${L}<^uoN%tMN5Goua>z<*>5?0Tx1;>bSk+g?3icb0u3^h$ zDUbLtLeCgcoYq%dBA}pH`dl#SZxJa>ll8ZnW=Z)D!H7x8k`ER|oGc0hCvkUPw$BAh zp3ixUt@gRH8A8A%!ve7*l&!41_b0T!A2M3oB@nD$QdlerZ$lMj*m_~vw=8{=VzL>( zi&elS(aVe&uPkF#f{yr(M6 z`lk|Q#WpF~n%Z*>vgc+PPZ;=s4EM@W0UG5jUQmm3&`k-{ZnPFcZ3=?-XWP%?5!zjS zg#qM=K>IR8arMgfY(RBE&~)-uQW%tPcBC1@wSVdBm+ecP{`dflPjPr+$p%RWsuOB= z;9cTe6xo*O2EvE(CNh1(LN>CvxU^eg90bES=iAmu{#$I8V11F(@i!}Hl|@y>yDlw7 zh-j*#skSGDqH$U@Rm}!<^Je~nL!xk`EGK|S4^$uQ*pu`jaGr^Y;%o23xB%F-%m57>Nxx}yOW2{v)hiE} z`S70JMgiyTwIe-aB%2cxrwCOUQ&yt&Omxp#9;Cu#N&y|r9IZhX8Bm++pejVFqJ*n; zvdM17N7J2K0bbwLDT(QUv+HCxsq8hLN%(8mke@dCX_b*y&Bf2{=T|qg>YoI+YStqVPpxU)l~^(<8z6#)Y>c@ap7R|!t!JQ$QbrQ zp@nbf!WV|DQ&UHCr^nlv$9ZgqLQ4v&tFDmbZ95zdnmTSHrcg1Zps(ZuwivBroGGO@ zWmpctJt+Z~&j5A(61{$3-JA(oSrGpF*H1@(`rIo@zE~YBIyae>R1AD99e1}fT zmg4L!HsPk4?MLAW@AV+FUe`;d=xmpMO>G*2z=Uz))(z{L;H0zUOb?cyChZzpt&bIu+ z?!>g#cHs$OTk1rqtIglWjiyTCvNQRI$2@treB-`=-~6PNXET+zLaon?eD{uJG`5NB zZFe(&?IKP{!k^j;(wgoS{Hh{<**h*l62Uv{jPAoMfW$`1=8jTbUa~Hgn;4#$3nzPD z!k|-&wvSlbFXu6sX9}}!!soFax4~9a*#2G{%4CPIWJ4yZks!z|z?yo7^!G@rM6o#> z3v!q|rl60EPsfK!Pv9*s4_}C>K!A5)&67bq>(oL0g5Th6JB=JMId2M4#Sqn*+~BPJ zpo+m=n-XyeW;jCKQ!BlP7L$w1y_hU^p1n5UXI5^jSzmvnCs(LWtfSA5$kEU3iT7_s zWra{^8OMVw(Jz+iDUZq@wHZImlLa;ud($!mo)JwLI4iDYIdgusmY3@SEB5+4V$j;{#qP}dX6U1;?8vd3 zFhp6`*GGhbJ_8IvEH`Fu+UGLkEqrw2tgQk^qe?I&Z=iO#jF`A*3RXHPNg)0D2oFQr=I3Dc_T;8jaaaYUkFp7bQ zJRE&lML$k6v1o+E6`H3VWCK?X(@=COVgtht7sVGN(rS$4csgtucS5k(4HoS`wDL); zuNRA4R;y`5c>%wABF)IO7aD2)28|$XA`l)DMRVGBF)c9sWPPkuUf*(iW(dLY zdnL_LkH3!8RZ*N>l4#n{kLpTIMzjXMtCR+bP;jHdD zVWV4P|6bwg#V9sMqNxCQr9h&AL82**JVwz}Ao+h^>Vk?GWB{7LsEzP24iXKbGCw3jGZFr{3KN}5h-#h+QGsxKUjm$<5-I*_RT z;Y{&^{?+rcgk#fpN4<$uY6dxkx5&+m{}u0cLE>~pq2gmFUMnfukxDe3i3t9Rb+52- z+mbO$3U>0sty{%O72JN`n891+xe7dKLldHLc4ds566;*WYMiXm+7}IY1*xX&8qWVZ z`NaQY>++hx$B22LE{NBw6YwDPLmFur%S`F2nOTeaI|N+IFAgqBacL4a#q_Eu4xlUj za0g27Xn$wBL5tTNzKCMaY^a(i?b$IbiY$dwroHT({M~&4alHRsoPDIPlf92QX;&F~ z6Oy6)P{xiDf4bWAVuH38DBW%oG6y?MH>Cw_M-`;*E_D{5-^09a5!_sSCbjDJw)l+nb<8?<(-&~+O>H4gC%`q@13Ewheo>SI_rsIHLEh#I^ z3hD2QhL1FahqnL#G4rgFG_i6*`^G32_^^Y%CnK|rb4e09;YH{_iL3umz@{BF%7*Yu z=y71`-^tP&rO+b{Zk|h-YA#_rJs4cJN;?m>1{gmC>YgUWj?;;@KAC;usU&{wLt|)mafi+_;b{gy~z2CRitmw3r&{)dzB@IX+V1@sounl61 zTptIvY7(20LROd66~TzhO=oZp+JQUU%|9ID9}@|!FyZDBqtzV~aAyMxV%v}LLAEny zc9)&)G7jL})N!vAIq5f%O?H*X?%FvYd({>^{9Ti-wE^kQWIjlNUfYGqObnsC`RGo4 zIhtuyZ}@(dX(Zb@4UtYj5JcL)S@?{HQSyrAJ36b@LuDtjoSpX%_m)-Dnk#E=@mTR# z#=J*NOu*voySU^lM3RK*+w_P$z8%f34lcoZWuyS|cG_X+AC7EE!Bc`5zS@9 zs=a<%kWJSMfslU+@lFPNd?H^OSFDC&OQKQyfq(vCiW|s6sL;|!02h~Dx?wFU+TZ>W zzTPGimYtvHo8{c~V3n<18k%09zSX08ep+6PZ@+q-$}2a}nJ=o1W59w^xv9K`nX_RY zt7i{|VhEeS?Cr^wy%i=*LRkyX zY8AQ!)8b6~E{VD5dX5V!Rrf~22l@u{o74owDiUgwK2j=<51u)%^bTWDFA=-|Y$tk$&6c4&%YfGdMTla=i2ajC$&Y+i5G-0qTs zY8_r{trCP_gNLGU!tVmk3w`F}%rIh$kMo$D6%ODdUM>CS|HN~O5yoCYHt+2HsYAeZ z)p?0sz&u$qT$jlPRoUNOrFic*09)$VEKK|4XN68+)%Mj73$Ek*iz$c)Y@5%_Maay@ z#E+z?iawaxwuteYbz0Sx4m{%w^tx?k`di9m%>xJiE$avtMM_(}n)2QQ7~a z0N3A!Wiu4o#yTUwdhkaZa?qap~%jy(07IqNm?(4gkJ~J@?A;NC3%%O11*2>mhNw^!m5xQRO{0sI z=>Tf1RLk$6k8knb%hmn#Caf7@ZltE;=7~K5lTmTyI2<1jnIv_A{%F|z0lDQ9RsJib zcH-b~1!mF4Zy~B3ImDmljGc}RN-#4=;w6~celT}Lu5qgNdVMM#OfW109Y}Miz*4gYDjSGcnid#m_#f0N;dCJN-|I1Il^VG_-Najki$F!FW z(hAhjRpj_cO62HE%iN<0*DcfjNSKbU-OrlBK^bx?_JemO-;NG8Fm_Vo?SgLA8|J1r zyC^8M?cWIh!vPU@&m^3z6}j#<+7DUT+xuZ@&nKd20&{g0SN?rHt56|siCP2`{}iAP zBkhYUyu_jILH-DgaVaz_#Q%=WfEV&_2`3SDAH%FNg!P(Q$6PnYbxQ{@c(|0{PCghX zgSo-~p-c$GwGFqk;Rrj(YSIKC-*q`F5G3kX6@&dDS}<0*^FjCR0@5?PuW^m027P_! zvj1Cl3H8hOvk|Y!lWVL(j_za)>_u3l%>S{Vc(9PpYc^c+{P?B(Yq?6{C@!r`GX5}j zTgASJqe7nzje#>+c?bNPdd3a?o_>PfN z;4yvm+kvQ+WQpmVV8 z$r(`}4CSRdw?6&~IDXh4t zbz!4DDeW{0pliHX3J?g~t)Iz!GCV(L67Twf#}CF|t`xx?`;Bq1&kbfG9W9Bwt`f6- zt7DeYsuYIdRk!C8ZA}7wjRdILazyVI``we8nQKAY!>l-S2U|!oQ7o>l*o<(vny-F1+-^4kU zznFX>g9YI%SD_hvxgRUsa^ZX6GoER@)3ycuHEOxY!DyLR4g54Ju52+ra6jK3_6!S7 zq7dg8{pN>uw-T$VPF$$^X=a5RHlq?sWXFjgLe77+Dfhlq#5=x}&Oe8krrt!Ye=8JJj*O~G& z1IfH{LN`7c?qH~KJLv9j>iz?$1WzeHV~H)tyoi7Esi5|Q)W=K<#LxDvyXLO{0F6bT zeakRoa;c;b+uQj|6SDiIZX3~fs+XixMa_m+-A{f$9 zwAAeR@{>FhYy9pTr5wNek#|Tnag0|=PW-_|4C}Qz-o4Fzk-urjNij+jsY+j-EM!zkxn@l(=D&G^^F9$ktN8Gjr=@Udx&JG&%L0BmG+!0hl zkCRx)D8l>zs(eAq20@DHaK#?{rwPZai2d^PW54MGg<386v%T^Zo|CTi01aXQe)vk_ zebH6=YM=GQdYTvgu76>Ary0@+u!W${xXF@da}l~qbs z@GyAL`CJ9E_#Fh;JC&0}26FT;GbRLyyi+VAudiTVy&0RYx(O*mtAosasNWz`G{v|X z^fF9M;-W0CtF1T)C#X;RhK)v8e>s{Uboxvz$?LzKw_X;~)jS?J_IX#v2ofnvrTIgR zaTs+rY?xqt|0yI0%%JZNottZ~HTN5h|0=JJ)jBL{^#N$D>}nqeeZA5%|F z7DvVxEN9t8vOLEhwEgG90BsA_;!3FM&U>O>c4F6$UJyXHt1Vae3f&@hG(KlY&)B-` zx<(a28(5;>v!=B;qdV+Z;m~m%X~DC)ys^S)qmNRhcpzOsg#K-BcY(}il3s3>R!z0X zSBHml3DW5$FRZOk1nUjtxfVS!_k3JW(q7S(k>*!b%|`kkK+NNShO1#$?6+D_E5Vp` zN710Gctq~$@8i40gC&^$#^#yUA_aYBRFBaQ*G?ggnd!E=1q{ud!4D_-D-(7VesZUdVsI~S#W%f zkmQP{zyf%@LgiVM*j!Q)+oJDPi_RCzoHQHjoFO3~Gh*N7$SrtSN-|t}kjx%-`%DYj zX0oc%CXM+^Gn|IC_ef0h?*fQJYJFkmY9l>=ya&0beMfZ*P+C3#jP*+=E|UC;OW$FpemrX+Y z`31RrV&vn}QaFiGR1X@mIF!F}dCHE!H^W)4t<|GCpl%hI8eZ{)vwHup&Cv_D*Nu;W zOtHY%WRBd#eo>1o?8hHZhJ72t^EB<}uz*v2qh#rV->OA&xl{jv zm<2K6j6dz!!|UkE@mHMFW3!K6YZ}OG*=mj|Xd(1eT{G0UCSl`dOr|2NFID$3k#8a+ z5NN{2dn~P)@Bdh`$o*1lnL=B-#)kqEN;k6x-^_yzGb5d_btT8mW?n~<2KL}nS0n$0 zk?;OXDUPP?iV^oIU(!R_J0jbN$(pvW&Eg0%jD)woF|x`5lmt0 zx7SYj+jCxiC7;AvV+ig8JCV*v1{qu)qn^U_2UAnqRWEg?%rz*47(Qyn(7b<}$};TK z=XD_+!Rh*33QUXH^f=nom1wsFIwFoM^(Ikjuk=K(U&Ol-0Fli#@Kq8Hr!Y}WimWV? zX<&(|%i$m;7R7O-8XB1{F-98)zfFz^e2qqYhkdf~>peAve^0A7_04wP6@(MIg4SN9 z6i~ma=4yL}i=uwiHxAMQ5#NADq(LJx$W@!n?PG&3kCSS19rP8kiI+I)_ z$%Ob@vxeRG`vBE(7EWzu0%b|5j;v~URH+)yIXh2HqWBsBKqfsMzV`~1K%vvr9)491 z;KIaHKicyYUU+7y_eB?%|F9i!cIk}O?au!{Qe&0gfiRvKQfo?BtF z3Q0Zqto~ci@d@hZ02I}#e+#SXN3L>kIyt}I+d3+>y}YI06H=0LYLfotCW!3&bZs3i zlL~}33y~*90~53O(hh1sr40^Q17Hg8&_;jq{fK5WD(p0NZH;6j znWlBoS#3Z~KK7Y#`hl(~6@@=a{2EgK9sf+?Lf=PEsBdn$%X8-2M#N@uCoMt9*E*6V z^V>wg>X+n0E4AEn?}K{>I%#z-V>KNDKL)b@0JbI+l5ZLYa5N>&3}qoyI3n6RSKe38 zo^N&yCvO9tVi{9efw#=rxE>F&N=CBbUBwqR&~98tCWIn+i{l0`*Yo)P51o$dm)XN7U{o$!yAO;2cHBiWd%G z$3+dpv|XZ~ucY*asA<>_^$i!9iXu>qP9u}s4BxV3NE6Qhxny=Ls7Q_XT^OMy+%R9B zTqSYDwk+s@nONk)FXzX{-f}z-Zo<49T{_y|)y1`w1AJT7Voq%5-kskn{ zLDWf+e(d0(foli<6ZugR=rajCnP^az{FUHq7%40MC}dWhb`j`jC>T1nVwP(jX^)k& za)AwB%+ZAIeKl{UV``uOZj*^;06aS^jF!OAAh3z0%v)&>24W&$q;-4!*Of~nA&EGg z-k}r`tN#Fn91m2>X7ZEG{{R*Lqny9_|EZi$J2&1pY{Cy0)MRg?(m5lVa> zS+6$XPt(s;wtXXHYx%-n9p7IlcH$KNFpp3B5pTX_l5m#jTEQBsaUaq?z^$$)&nJ zXknUU+r?w!zS7nCp6s=neX;R-QdL_PUg6M?5D6XHhzwVjg4e_!rF1cCwh}A>KhgJ)5xMn)q^? z7qd^Me+rH~TR37OM}(7;KV|$A*<>Gu5H7{nz?!%sc`2btnF&8!0(|EW_@T6wE z4qyGr{tK1kYh9S!!diRNOgPA8rJ{e=$F2c;Td1#TY@xVP6$$;q#S^A5mc&7cxIab> zQ*$0Nyw3}3T3x1$Y(!ovSiB#y8S_bWE_`8pxLA7Y;9g52p4u)qf)Qu>+E!kSVFH#B zw1g)f)he_wnT112{r$RomFv%Bsnpr+*V&#nU#V+H=XnKIzaWV1n@pr{HJ)*^K(Tu- z`xvQL`TYqjc~xz&@qhxY=>^me|d4z{389$6F#)6T4 zR8Lb5L>wHmBp0UPbTjl}cyrMLK(VJ`hJ_(WIJL(ZE%U65|4a~lXF0R^p%IbRSUsDv z6_Te`Q7OV5$c-nV-OyFJBLcGhITy958?bR@!tgmyKgyss^~2rEqVF1k&=32ymi!IY z(axD#7M%n@d%rJF!1mpK)W_TjNu~ti)q6P1UT8eJ!ytmf`+Tmd&*lz{iuhauRcnf` zRg57ABmC@uY$OXO%sI=ML2r+2PN>x+>o!sq~yQevl){9ysf`$*RI3 zHSD?%=15XuRm|pV;{>+YmI+9aG6c| z-YxGz2RY{&WK9@&^tPU#r0MOG-FQV;_LCPS=K`+jrlFfV4#QDPN&H+!tSrx zSJRfR2)KVmjeL1g?f^P_#dUfU0+?=!2gzAOW%t@UX@V`AXvYDMKl(1>F z_%Ij&k9GD6VbRd#Qqaet-OqnW^=`M+EaryUbARzdES!6_Mw@c!oi>(~_gE|CMh@{dGg@_f3_aP=m7bkWnOg+~9qaD$mWKY@t$Q%Wq3ERO zSw=lmiRICz+MV2=2bwl(^v2B8CY!Uq=*Q?W+71*Qt3u$i7pDu^fG`c zYv6ML9pYpKwAx|MJ@QI8C=!J)H)n(~jUIuzo9RsO!`FqpPeguKF}k~T6?j)^{^4rq zF3H#}63HvrCC2vyaWMf5b1T1*i)JGO$d#`g?&Ef6OUzrRjLMGEX>9_fZ!-b_i{qLHBD@JJ~ zU{~qX@2M}p5AX1in16hf)Gj?GM`Rk$&&mBQw+hU$WayE~g79-w6%p>bS-Ji9hsBGX z=f+HMIUBnuWPJuUyS~#z!b(e=D32tnjowATZ|kd)cn{eCu6uqQ99Dv-s$E~*m}Ux0 zb7qD3Qha_3Wtw}k1;|m~+k3xOV>FMM7<4T&wx29`q~)$(j% zWDcc2da7HnB`eg!=~iDrP7JO~4t$NxBSF~PC;kkV8DuHv4$jm8ujo~HsVm6qLRyXi ze)f7=K9Kc??D{c5vVy!DX-x3623v z?I*Kog0VU##RuH_q7(^Y6zfD9&ECLBL~LXv71UsD(` z3-9`tj|}*x*An_7vMl{2gYMx8rbBTJNHF_;Zs?E14}X|ys<#E4cZA@lgn;_H*Ti=( z6#@}w=Kq}k8PMm@7{+g4)CtSw_X@dN8w+bMfl0QXnvOS3)&{S~1uX|*eZM^SZ`z)H zmb?5?_i=e8oyJK4t3Xd?L$%7qM@qSsKK66Rj>dvWaFCbuTP;QfUvy@oehul4wxy>_XeJY4r2@Y)Y3cU%T0qH!=BMXu2up$ zB6*uae{U^&e1ARmptGMZgJ;?>^Lf}OuTUMp3rGIam3-Gj-UJBYb)mC`b z;+By=O)olLE8o(OpU#BU?c~E;+7G=1h#2wi}qDJ`s5*UXw_2{TPi@mLYjqshH zuHwj8cw^-WKFp>ld#fvX*$^gtfzCE_9cA$2^^Oan)$&;hI%(mz@J9b7GMxKZ*1f<^ z149i_=~G0Okl-+1MFLmv3e~G>G0%(=nvrJ7{{a}JN&e9>W7&MINd50x@G7G>-oDGP zdmi?X_?rS3ZMa>xxUK zSZ07BUnd4bCWvod)(xLlg@qpfB$2?p44K)Y{dMd3g>HqmI>O3^+~Sk>3N>!$n}5>Z znJVuK;uiWIP8W9nM=FnBhxvbiwE2}wWYQ7M+nKZflSM0%S{EYse@hVcfBiC5aAK}) z)>*kU~i&y;QXeM4Y-M$#gc+Y;S+dn%+!%YR%>JCx?2^7$+|gc0UJP)Eh!h17xvh2B58`YsNCi$|<=zDme)?K)BOB}Ji}ye| zThU8B&od^F%l*d)moYi2z?FIr98f-I?>%@xxoQFJ6>1Y!X_$`5c}QpKSx@rzBdH~p zBlo}V=S!iiffd{)cn-T!sv%Wj0bJWCNo>IchONTtRX&;xci8j z&^M(|bbwdR)|lq`3`OdkzalGh;8%!*o(COIh(OL6R##&_SO{DmGn5X}#7WBrqvVV@pX`1P}f^T!*|(hJZ-S{9nREOqo;!v#RgZjf(^Qrl zIgjq?T^b6;M#`GVT)YDt%=Jj%=ypC+bD|MFlS`%+5<-l9klw)*?qyqm%7P?q2o@n@ zKw_{tv5qb+7C$j5FGt-g7m-@lxVH0XO0WWM!&$yY6W-rSf`>!cX$-)16+6v;d8x4< zU!L5DHh8u%+LxfF1{_M?J)+LN2>9ajeXMN)VgTA?=c7)*r4X0H3j|1&)epTSCFa+J zKZcvCpR0rk<-ShoFI-BPL$4@B-?J0T?ZNen$TR9rzc0yw8D_-hlS%l~<*HA1oP!tK zRn;V$q9$eRl>>VL$d2j6f1&QrHVKK)r`&KuIj)#EnRx2Vw&n{_U0f8H!v8ZBcW#zf=KXo z7ajjKI9T|1Xmzlmsso{(*?IuKt*LqvZB7W6!^idbK|xqut8wLlsPUbi3ebbMz_d-m z|7C3avQr@=ZySUp<}PL$ovUJw_7|1nVAN2Dv%5`ZsoZ|CL3Uww`7Bn@Ft-e@uqty!F#Eyf$&>4v#*c?4OB0?0}fFWnJ(V4)YOjTXPNkwJ57$ zC{u1pt2~tnz%%U5jf`S)P?PWN<7e-d38tCi|7AX!j)N@yn+A|QKeFWgc)=?qdC0@7 z8ZX^)sb4>h{#YDV1gglY#s?&)cl)yW0%}#b;xd8_OLFL^^8TtU*L}uqv%3C(=#+kI zyT%p#myTb_zh0s_MB}NAV6GC_aCrbOTkh`iIDv{oa{U^GrqXVS04Vzn{+_l*5r{bg zCD_iqg^<1X)|;$vewNXEFRBuhh!9F0wA`<^ae*9-QM*F$B5A=W= zVKCL6JQS}s&u^b8`{}EtyJD|gV^&q!k#%Lz9BZCYQ^J^y`huWGoVYF@)h z#6y8jKNYrdRJ$PrR?(Jxv+nOUT1CfECq8nuWFgXLaLK5V=0;gx7MlHT(=GGlcBF>1 zfpr0)U{9Fb$gim#lbS%$9mqz0Q?F;H=s)2SN&lN(@$GBIqQ+@w{z!RND=Fhw+3$9q zjSln}Ub`>YpG(b(V^Wq>NgBe4S&3J^?Q<6#r3J+I#5An7@BY*H1W!$cB5F?`HC4as zW%rNM`M0g^(plv~m3Na)K;EoZazB~55@5Q_1KWKJsa}%*_}2MR(sRQ-<+(X`iI9Bq z2mZU{mV45`%hwjhV4a2e5K#tp*?rFGyR3)!Sj{f3*rO+GFM`;WbBgtw1g7MT*AB!{ zKG%p)qv_3R?a~_hsr8yZlY;aUa`ssx*h?n#cfv2@uVE@pW~&V%S4Rz$^?RBT&lOy$ zNW%W&u~<$9a(7rLqSoBnM-|ZDP)x{V1#SLhu8w*7)OZ&SL1eAcM{EH#I$tny)9NOg zUh7|Qdmj5{As30B`X`FQ{!t+bH!2~AYPopxJk74#u?6RMRC#N@qrh|(Z4S2012O*C zKC_F`>HVbxEfloRSZ@cS&_1X&D)aRx2cawg&CB9qXRw^vDBbTVdgiDH6Gb5AujC!L*2&oIb=Efom$?gT z#{D}8oCW{@uE@e7lE&7*l%dV2uWX`iDxSRXcuom?^H!rHa{kHLttT0X( zD#G`Hu}jK*DICgLtpir`l53S0$CFtx5d99&IFF`bFLjZPh_Q#7)ql&mJX1S8toAgW zF~q7KF3VO#S)LL&nd^H^@wvZn7F8UxvLXa~KbXLH(Q-#?E6F9-Czvdn*L>P7&dn_i zJkUXMvR&4g2t|qDeU2Y7(xhj473!soMJN|Gg^apjuIo;_iAXLyr+`rm)e{ z?Awq`_K)`DrMD=}^Uypsa_cg``R%BIhG3kk z(7%XPNfe$AB&Ai7nM}kokn9iSe#jy5;}aTYVIOxe-oRD61`UmGg*Hp%o|(UWWk7;! zw%6Jol}s7I?l-jseZ zbXRoIjPv$B5hw{5r!8 z8eg5}P$w;Fz?FB251kdI);sk@OpK-Cm@XC)6M=Y{gaP?gw=nNw0~;Hrqw=EDObJ3_ z&J|(+)8SE&>Q+k+>-&gG0uDk49KoXj$M4O}x&XTz58bnT0xJs9DtDFclwFYom!(XB zfIH47h6{!Q>$u;LI7MSE@`k(7!2bZR33pKv(r0nKu3(Kfr53Iy0G_`}5BPge^# z-<#)r;6U6Eqx}*C?qJKCDUFGr`E=A*}{qQ0f;pbHq#8GGo2({)bwvr5x5_CKuRW4Zy6S-QjXIsK2W|3rl}PoW~?faY;G@} zu3VtEC}yI1-)X5W@;DXUIw~xL9x#Xh;V!3;ThzgQGDz>6;elSj+o)Vq#8_BcWO}_P zD|;*My=J+LT`_S=t|ZOu&9b*uH&fG*KIJ5E09s2-G{dEzArki*jg`T;+&SvUx})0P zQ=N9>$-Ts$;jy`U0`qSJO7ZO~r3W29cHnJb2eTESWzw3+DwzSPxcM?|-+TrRm}qm6 z>xWdSepOZo*;m9*=DCU|Lb;=IKXFDq0=-+NlFmMsTPFWuY5r;wDxt$KE#pW00&2!9 zS@uEC4Wm&8n>4#N#FZbHxe`%#%s^Q3QXm@a4{<}b5xr}8X=;~o0cf|(R)?&&&%1d#dAn+v&cpjvTV7bG zu5q^dO2CC=JlpZp*R?)4+2X%p>~HOz96@nOybIzJX)ox&wtcJyt-j)}8} zk8_iRA^%XqDUh>m@sBxHgdx5xVqzGEiBy-`H!NH*p~Xno)m9zc;_14L{(h-2vTS=`T&&1c=nZ1-X2Y3oaS zw;rzdQ?T{22>q9ZG&UhoB7Zyy zF)1XDKZadw%31`fjkkV4o7AD152&R9;~+8nNM#@wS;t%nA;X#<-MH9LqVmQd^qk^b zQBt-9+D2a5*sNR!7*byGzI5)^801%U|Ht7X$(*$kqrO4;vrP070GN5Gh~PH* zutVi5l-tBv`iH7#Bn6fBh*51`byb2sRe}MWKZ2F0bijmHt; z({jAY8n}$ZD=yAB6Tmn;g-NgsMC9l1i?P0NY0p5G988+;y`olktN%p|Nb6NwnQ`|+ z^Qs4Y6xXZB-W%l$gF^(=B)~c;Z4yiiFZaadesV;7)RF)?8{)$lbK{0JuU)udhb&G@;-D&a|0j^>fytLHw;*;(R zUQ40Z#A|@CD~8JFyf#;^^pAdn}2%_eQLH zmEf-jRn;#@TzCZlNF^^V{l?_D+7nt@qp+0XVB$c^DF#9iA^k5v#Dvk-5gWc9KkZcd zXKv8zEDOKh6GMC3Ugx^RHtRJD2uPXPu=$?h`3FwxSnLp7PWd;s&e&N%Xj_G zNF^GNzx55UNg#ZV>29A)y1{&7p?cU2FN$FkSgT=kUr;=vtM}ggn}_ z_>prv%;2l{q?gAS+R;tbt5e@Zz@Pj_YwLZImzquEph15G*#?YnO8oe!NGRO)n;Ymy z2@3~dyp#J)sqm*xh~v+|yzWF51QkSlUGw3e!rXZCJkPDV0y-&VW+?6IkTl=C#Qt#> zzWTF%v4Edt<_(z|i@oLQaVfM*MZBY|3m5|pak^)*s2ZEFr9$rt-fe&scTq!v!9Nfy zEZv)-I|JE*vr1ljqSh9N z6hAM5nSOtUsuMP{msGpjI68RJtj_ye4i;3kshM4|?>8cjCb}BAB*p>d?a$vrL2~B8 z_3&J!fvg*3-u%N3&k&s?F1h_TCT|p$4!A_UD=!+?LaJ?rIVy7|*nB8V@mh|D>r^Quwy(>Jd#{||Gj%>U3d|9@^y{U5Vflkef-KkBOfv|g^7Jr9wZ zFrD>(HWrx9^o~}Sn8PMKgut&aU!bs({Wwg!XYb!hduIU;YBDwKwVYWRRKJA^FK+#m zLxlCi#t)<|8-cHZ@N@-KLThN~x0cS4J8MPmgXN%wE{KIh_fLvRLRV9FT959l{In(0 z5yuJyqpebSE)O~MP5*2KR6LH(x-V4f_9u?D{Pa;91!!fUN|D*l&9uWln3MfD+H`RB zkc%SGLPk|KqduSo_157b4V-;wW|v$TF&^UCVS;e+q z4)XW-*3g5`cn>&i?8P9hG?zpdas{=jO6G)!BC(Io0qwnVkzC zFoz$;+Lc{SoH*42=vKi|dV8gOZL^5?)Jm`(=)7KTovO5K%~KuAq^5-_FMURZ2+&`B z1@>br)H}H=ay)Gd4zi9i_y}Q$^Ml>mM|B}*m_9_Z0GESY8L98lPd*}B>yflc@4Z97 z6bBCzTi?>Z3y4pY_887R4Dgwa4fqzn8MSyr#7~`;!+ffP*ebuWG^5@v!xv#O=l{P&lI4;BtCX3I6~zxCH%k{46q(L%RNn?C>nrkNINEK{9XsinJEko_(lZ<&Mj6_>$zkTRkR{ zFwnhn11Eeu3 z#wA<8`6zZIb*KKhcvqXVc*zU5Q~jpOGcFDfFmGB#vY9huZoh2siomDaPU7spBn|f>d8V7*0A}j5S z%#_*-zey&SXs=eYB{hv2WMd%`uX|nn+Sn+mx`=}RnN&pm7Q^voYvJ50v!(Zz*9T_}SAg<;wLPq437ye~r>P@0nCvm#scRSkBbIfVi>>Phi<*T)(m~x4xlEP~Jz&OAC@UQspP)HFTuzpu&0$14n#+S zlq2xTgda+`q+s$~_YwDpHHMlG@Acv!K$hjvC?X88IxQv;I4y^4UeDNc(9rPWRs*Ec zgs9p)IScdivrCoyCH$izE24dr3jK7j7#ym0jC~`%^(XP0$9RZi+!(yuOk?*Kp3kU9 zN?V`x_s=VP6Dfb@eqJF{+*0PQi)jvu zg+#}VQft6$g9h8tBYV@K-{+*H;na*|p(Q4!1?W(8C06=yYr-&(wrF^&ACssX8B-fJ zRU#66a1t-KAZ@B3uqy1lj#x2fF`z=ZPg^)I=uzEsIxR>7mS&Eb6-Sjsx?#m4;zLrF z8S+wGKRZd#d>f-{8J=X*SBbJ86tJ(qoPQFvnz}E;*f;S)csdhz`jndJhU;D>c^PfH z@Nw`7F7Q1xxiDdaQnxs*cDMAho=X*ii!Oke>yQlbGvYy6H>xQTL=G!IQot$fk7_b^{h?lOC`yd6VGv4qkXIALkehF_)6#aX=;5SGv zJ&@ga4<7z%LL{wpD8&6mfoQ35YgX?$FTKH1R%$?;M=pj}GUc$R=+Hh!3-|r5vC|!{iPM13K4Ncw?n$ zkuTg{CWEJ2hI^Fvg!@Z?eaec<*^|%SD4CXD1k4DrnCHHqo1)YrU{6l9;l;~1T%3A) zPtb^!95-czLMv7;;M8#P!i4Sk56wO9LhqW{yZ zu#D~j3>?R$_W#ys_Fz)O9lB#eA|2Hobce1aJ}-+Iwa`DS^(9lezBC}7q#LYDZT{@b ze>=E)?o>KS#*UVgBKiH8<3)2yB#IUPV_WqHvtJ)Vyfva(+mS7<_6g6Ki2qJgE32g^ zN6iF={PgfjWk*v>nXEv!$&7N5tO^k9!q+y?%)Ytr#itjQx8>5yh4VMfy0N&{RY}<~ z8TPzMG(3kg|3>39t?t+wQOspS;t$!k>y_4}??1IZS>T<-q>BSuW>Bt0oT2S8i+Ox& za`sOP94kZE-gfl)TM~}x!Cn~A(QrcV{t1L9BKDEvcgNnUW>Ds zjinkv)`lk~kZEPu%NBDE&yc`J8`II?{r;|zvJnW>}a%SIek4<{Fp(}xX;O-SP2 zw6xwAzh|^#;G)BKCeJ8yQcoOp0ujm@n0V@zy|*YR)U=pMVXup+E?up9qdLds^j@ub zguN3Z8$cV4bK@xyrajsI4- zE~$Wg!Zhn#B9;4wxA$#(UL(m^ZaVcNg$^WnBF=hUTKZU5HvK_}-thJG{6o~YGqQt= zC)tS6PH+X!w&a37QRu|#I0d=IRF2nJtJr;Qo#Q@oT)hYKs)Ynt(p5>;>wEv21YV5* z8xr?gec9`MwTY-7b^l_^-wlQrbkZZcj@bL z4J#*3!bFy`+-d(ff=y0WqUy*}w$(BjEXJ~~?mX6UM*FQk@efdj_JvXlh730uk{?JU zd+a!<+!Dk0Y=rT*ruGdN{C=`N`>}yjQ z=ZKu{pxVW>o@rfHxO(c7;hM%;62lOpo{IpkmYpvf6>?pXoF$dW?r!N@zgryH(F)<& zOYiKA7HEt@WP2qi7-xQ5y$qiL!q8_l!joe0gTHbu7)+D6V9HGskO}Ce`Zk-?1_pR37Q*Cg0rQxf?yd>ufjI^9@q#<$;DHllBO5``h5p|!i?+lHc;zEs1% zAK$8dG#^}uqv|4jHrD9~Vq3LU^!yJXP69voa!M+rYok4}F5bpW&CZwoL;d=BS%2n$ z=Y@CXO-Ng8l&5@W!942Eo_Tj`^6}5Y6}6Z?5}?=GS}XA!7yd&d%ClnxhxZ| zUw<5pbrnqZYa@}k#MkB~%c+i!c)Q{s9WvKr-y^7Wcf)29d(?-L1n*V@N{R1`(XKfbS=Knd0iDbg?@nMQ&g)VXJgTH0wE8mtXWPgz(y z277m(zOc|_?f)R0EkMynWY29D4RL98oh*x_Mv4wau=m1}q9wIU`fK)|sK8fuf zsdljZn~av!~ISahJ*HX-9O z9re=COJM&5C59?;R2d5946};#%;uj|Br1s|#sF{@8#v5QwGG+D8yJB98g~s3--v$xB9vYcyM!p*|$w?sv2pWB}eHk_`_=&O!1~7qQG| zB#XhLZShGOR-i!xMu!*iBs#iUQsZ~ycY{I%hW8v88DJedU+W>Y83d^ksLF*)x^?O| zPlepLBy8`l7TzkAc+U+3R!HvPRvvEB~oiAev?+Mz`i^1AcAGPQp4 z|Lruf|1q%nU*8ghPf85dq=uGo+Ju|N4%289TdF4Y_|AK2uEFO6^fDW+@cvbXmZQhqm#+>fl?kCMnfA^%=`#s z3l~*OC#hfBT!;~AwLenafjofKIa|wie6C6JX=KmC{DycS%)Tq7&=H35F#CY z5rF_Af)Em?o8ioy^Yixy z+&kBE-MiQ9v-i$!+zHaTICi5;Y0au;)lj?dthW#!l4QCZM!T4F61y~7>hJzL~vm~01jyGSYxv<*ub)p84P zfRQg#ho71GZbhe&(G``30ahROI}Zj|k*n4^st4-`?(95Ly&ZzYSrjNkoRq4EY2raTZ2m?OD^W4`oy*)@JZ)v%OLfEMYH%5w}8Qr-5Y1}1VJzmM7!h42@I@X1tN zbr>ErBY18H#O-ENXT|fy(th6J~PuS)}xRyBvrG*xq}(w48lU*A8a9*tCa@{ z5n8L&+Uv5zXa0Crd8T{>75Gcqgyd3Hq^U?v0KX0-OyeqJc<~0 zQ#p{F5iggU$4bm%u6~z5IDw@@7|Sm}xDBh3xkzcehywV@#NdZaikN~eX6WW8YwERi z^|Vq|Dx<_~keg=CuwO27Qs28}+$>c|9%4eX#!}=aQ$dGhe$#41?$u!IYUoX&gq!DE zw;Kuv0RRci6I>rYP%MaNU8&6HjTo&TGNFkn<>(?Va=^@OcE!%s`r(tTs{v-hnpwHR z8X?Ys%1GQtNvl{(JZ2s{C@wRr(?LoMDp})O-=d;##rWz3_`Oc95wb?jj>=FHnsu=s zSDrNBS*~FqHV=Q{8N%~gI44!xVEKk>banw-B&~@h(4$6ub4Go}MucwD2SJ5qD>;TSu^NaQM)D!PtvjT2ALDvt9VL2 zubY|$qR7R@FJVD=la}BzK38=@4#M}S|kV{6^r)zSpS#7{Vn^V;SQzbJd6d&$Sf$z>(1Px{ORb;eK##0$- zKdjP%Q1yD90q5jHuyCgv`IR!Wt&k;71>*}U`^ts8?2_OuUK+xJpRWD21)8<{dHo!s z<}!ohIGCv^?}YvI0w?py+Y~o!i?u(Z>fQ`qHVAXp)IquZxMz9|q0d;=@+vPzUs{II zOp*;CLQ_^Ywk*vJ8!SXRFB&Gv%iATr7~_12U1=pu0`PIhP6k{!1`b)9=}!fTE`3gW znawMatjauSCQC|)Xs%{iclIR?wj{#qABfc>(2H&NDBy_4>(d6Ck%q4+jHXBB*8(*Q zegT?F>dL*k@q_)s{227O@`b$bXaow!jze51Iw$QVMr;H43t05ZQ;AGczC4Q5e_ejn zN(U4T@ZUw2#`$j+vI!`&L*I!@f9+sPHJn_zvHZy~lCA}<+z!5L~H(|(1j)X zZ~z|jF4+Iun6&E$EGml-=FOU1{GjS_zbF*3T=B)~YPsvZ)JnRK53N7n>sTj^Uh7mo z19BXwzbcmkYMeqzI0MOMmwc84dk|F&T&!{}hp(%YhGJ9i8$(K2OR<_0i)oizlCBHF zDVhDR<*xJ!?Ms1=tO} z8od$9LoQ1->8;)+(<~D7IWDSKj@F-YLKwRd@BHULQuOklZAL@2;xQ@fS0#sRpa1V* zn?Hu)(2h3=0llKuX*vAeYgz!01k4pqik&}?GBTa?>f3MczdY0&u&m^VyS57G>Z;dqWHU=FiB5ZCRWv<~Q?Tc-FzR8)~2fcBPG z(lWKrg6hJTxk{fhqL^p*XnM1A>sUGv3F`s0baQqC$bPW(|^2*Ca%puDA!#$;`UjJ3quA zeD>zZK_~X|a{OR+wl_XVb|?>#K7a=+i9cWzFMz^~5~6qs$viB!ce7LdZPcKjJoWnIz`R_Kgl`!$9bI|0AkR8+A}bv%WUmd6nG~u8R{=Wn-swc$ zRBh4{$yNMOEr61mfSN8f31UP#CF6)oPtoxx?z^=1=}b-p&&3jh9=c-h2q^-IC}6Iv z+MBs`v4)nKoO?{6kul8*?ejjR`x__2OmP;KDAU=cHg1M>^=TxL(cyZM;Nc-I01c9@ z2=pUW@y%z=wD|H~Me^?_Ig{EzaKhmd?^w{PuYe%v)eDK;U@+6sg(Jb~_$@+{vsGCV zBREO3>zfJ)X>99Fw$L%cSd7b7x|kuqbJ)7P!1T;r#LLZg(YsmSH9ZT&0hk}~=>hu3 zvhQ>6@%y$$y{?I}(x(_@v&(y({2D+9CAO1(|3OVxuvUJnn*OSS^)aGJ3k4L&bNA+cDLK`@GFg$bW5VQ=?;Q$vbyRo&*QVRQ3|TtP-2>;#QW<;mE&wiMu~KDoxCKn%!7n*NrUA>&ZLsTLNeou&L6~E7_`S*-!6w z&YHiU2T#(nKjWCuyi8H5bP>!^G{veX?7D+{PEPZOS7rJHPX!elq9=I${|?bh445MU z6L+v}E^B0w9ZtA}XGjNf=6+0n;7Mzaoep}S9nwD;!2&gZA%vaaPrM1EA@6C&`Ia&r zY2TK0s2QW?Qfg_a6vW0aHlWRPxFvj35vezOCp6*Ky#aH)cf=;y?A&`dvdcNej$6X) zySj<>Ste>W{(G+V2{AV3+)ji3X$y^?-P+I7wRh8A3_;l z5G3vAUr`hvW5pNl&X9aCRg5bgAQKU)%sawcBV2CwDRpD&Kl1cOYyItj`}{i4AKa&G zpf<&yeVl4?L~hi}xSn35X6|ONE)mkuDp)QCH0p`^kY->nCenb$GGR0}FAY#Tap;;qaC zQ&+QprB#RZ-(>xrpRsy|zc}%r{H_4x+*7swbn9xo7vF^PM<(iM`LM(Kb-Wu%BMVm2x5AV+-Ebx;BBwYdkzWl5s#9 z2+4TH1-qFw(#GcVeJ6}imW*8sOLcJ9oZ1+yJA?~hLWXd|&q~W-L)*O?E!vI7hU%C+ zu+Ow5QmPfI$Vjnruos8l8zXMoh}&-6lED>7NxmZ4oxPW)5t~^QX?)PuJ~>`wm1Ak) zb{A$8S9rIGgyGI6Ud;p|nQR~tLZ@9M4(t2dT>Z1LWp~ot9X`*2_HxgBVIp5j5LAJn zHW``B<%#BG!DCTpR;(@v9-vEUt=&wdLg+F6o5Jw6*eQ!|0-* zC7%`G(2u?2O5EG4bZ4347<6o#R_>E!n(^Xi4m^qkEc2`hBG~ISk5REC5@ormZ*sL1 z)RuS|ao7ELSZm;!4UirmK&tL7?7Cc?cK1AVxwWCFVT4hp+CF>v&SLWBx4UZukWls3 zT$xar-RK+B>EM*lNhWn6e0ES%{)0U5f(|nebkR4WYq?CgL9RaUhy)I!TT4;pn0DeF0w+|g^Gg1#bZEzEkI%~~LNF8PjhUAJYvR(Ng>W>P^KC5e6#+c3dQ@U0<> zC>X~Ls-zh0>Ty_z-8$oSFVfYmB5qNx9OAd#alkWZ+NH%`r<(B8d53{=Zis?M(|8GD zH?w^z`2-4Vql-PN@R1UfRk7_9T9uZzA~3X@@w@6=f)MzJuA2ll`4|>OlmTD|QSq!v z3e39G?PKzg0bZ?v9|W}f!PPjTV1yCMlvTQNotT+TG)>UJ*a?`6hr=$7Oq*D(RU@^; zpUp1$B`Lm09h@qaQz{Gd9^z!{e5=iX|LTqEI2JB?hj6Ee3-Ffh$QAoKV8<^yeZn6R zzAY`WFUnxK7DB3Srl3J(_ z=pI8ay_P#>*bccBF^1#eJvR?(<+zb_$>*kYDOl-!z#mm(tau7TZY5UbY+KIF$8d|_ zTyE&j!!=N1fM&lC-SPb~6Y^iNoE9$NdK&JE3f0oHU`?dunRBa;%cNki&4 z$~QJDM`M7NKW*A;CN@CiZ`WO<}iW9-EyBosRVmD>A-N?Mi#QiY_Z7M=QU+1gUM}_C zIRBG?s6XIpe`)xK0?0pDSFv8&!rt`ve}F1PXEsDRnG+K~dJ`?tv80}{ zGLQ`y?GrCJ&4f&rnEeive~)S%H{n$Z`##3PUx1%3hnHSSb_&<>cUG0fFV96O}hYW}YRA8fkR$Gg2IWWaNxPhd7O#ZrB z%3p3AA4sMA=B}zqpR{`aaqxc&#_}}fxFJ(!h@#Oh74WA4XR1fF8LzNW&Z`lv;h1_N z@lsTwv|~Ktq~S(!$v^V+hrs<$WPW!I3QVc^@rBU zjgT>SBx6Q9SM5cyw-^=tcCLSuE?2>sOmW$$j zIxae92(2};Q`1h4sI4csR?AR~SjGg|`?BM(%iP4|4_3uEPAX9lxNA8|k`$p8Ivm)B zmvul6bbfl{%hR7D8JE|}fQNGEu=z7mEd7;yE;nrcrM$9dKtd|8^5c2Bhd>nT`QtV6 zYdQJ2$w+Nj1{S={k~aaMf?}TdFYcOSv87J#l+VHATE{tFHnjD9svdQc`Q6ttA~*hd zEx04}asCSRq(7wzVoJr?WLgpZV(N+GyOinx2&vZ(w9R!_TeeAYKbky4;Vy%j?18rP zOGSlW02=S{vApf;PLyi}BZHeW>n{kPZ*-^Z5_R`M)!)!OcJY<1f&Skq;|fpuTo6RL`>eJHC3Ka&83QxDychZSj)_IbT1BDw-YCa)6>|a&Z$n+q#ACo4?n$D zwYkdDAFsU+tq{qX^!}l8F}}=^RqugwVZ3NHSEWHd#pRxL>{<+`U3b14)0SK5)SD%W z_>N6{Up`q?#|(+N-Gt(1%cdfAXiPm&(XW*nX(qF+Cr4w`$L(*U&;6rtBZb#{f+h>= zdRf&L$JNV%X8n;x`qhdoL+=Y}^wa$5v&uD_YrP;5=r`igXr~wL{j;iJQ^yc!cA=il ze_EiU(0BB=X!Yuw+nF4tEVs0Ep4q*U1kZIrC<$KrYm;Bga)Rh~v$)3L;2__Eb?rPn zC?d>H92O}dr_c=tBQ;BJl!SqH=Qz}%So)N|-n){u%NW%1j+fm)1Olq#kT(fD%M~Pi zpiJr4I-Hs1Tll`aXusnI338(VzT3=R)P|3|IZ3t^kC%E$pp_c=rP8T9Bud|Of|Xa* zDTGV_g}aLgCi8pvj7ih@+K9||d)9Y!0UbCC?P~3KlaTN;BuvUu&-HUb7LN&fEbOIZl;Ln9+>aC6<4ElJX|ec+F3Y z-glCS!vRZI=p=}@6svi?Be#%AM9mIeFm5EYm~~lMXxoxJ*8eTO|EA{rqEu(0U1nZ} zvC?KU`-+zl+SfYeH|heH3&vl7OpBKj{^#QtLk8#9Wq$mxC(>3%wjOuODko?WC~^gC zHhb_kTzhG9`UB!AREs?8o-KXD_*tbNyFpCWNV^5YfmaQ7PR2xr)YGvm#R#!&_9q7% z*IJS9NgE`!^E6C#lbQG`2yygzwiy2Qy9*qVQ%Q=i!5?d&%f%^gY+~Ou&qV$}JmFgK zd=ta5gH)Nd&6f10AD)rkXZpzGK)}3~ACpm8?c&S$KrNZ2^GXdj=Smc>wISJBPg1NU zCLb|~p84+)WNn*sg(u+`)}oCo&`m8jEX4JxMkQu2!I^bdQF)o=b*4Gc2neX&by|44v*na_6{*6}v literal 0 HcmV?d00001 diff --git a/doc/tutorials/features2d/table_of_content_features2d/images/Feature_Description_Tutorial_Cover.jpg b/doc/tutorials/features2d/table_of_content_features2d/images/Feature_Description_Tutorial_Cover.jpg new file mode 100644 index 0000000000000000000000000000000000000000..975caa62ef86c9ffbf6ab57713bf67fd54dd36c9 GIT binary patch literal 119734 zcmeFYWl&pR_%ImUio3f7DbfaaC?t4r_qMoGDDD(@DGs5yI}|AHv}jYLxE3j)xNUy_ zcXww$?3bO{kMGIMGr4o_<8q&S&biO<=M4Z6u@001PyAbaXTf zB*4JHz{GlijfEV9cz8H3hzUtZhzW^_Nh#KPFp~y zg{Dxl%0qRniyP;JJ;GAc`e(5z*bFjC*k6GZbZoqvnicgt(+B1^|DJQa4v&Z|9i+1L zQquQnv4d?Rnb4pB{uAN<76ADN9Tg1&1rs@^LJUAb^2fqJ$3a5}V4$NRFNpzY=*%R7 z82@n(O(A6|Zv0Co)IW=f6u}zFeUrRoPPl2{oPzC@g6He-w9@85#Pc%X1sakKF&Z&I z2B5S1Zo@7IX!zltv8xZ66=|==JyBrXT!qjQ)Qe9w+UxR_^Y`>TP_LaU_2Hz#R z(1Zw((<<_kQXfbHkjyvu?QV-OqYuxuQBOu;#=}or=;`zRTc-GX0{TU`!Pg~GxkZ;n zwTE!P}f5_9&6R1g zpw_!RPwh>kXMp@UU$yL(V>|zEjJuQI*>yVM2{V4lnib}Q1N2IqEh4e%XMm~|#9>hA zeP(fX5OJwd=`1i`2WphQYWAevJ^oe`k-tk$Fjg#EE`m|^-gNxq@;ifR%$)58aiA`e?tWFXL->r;7!~v%(Fqof*DLyg}trRQQzM#=~RNmODtuCX_XOJ^q4Dt-}(6yl2+5na2X0w&yo`8BHjBnCSiGGLV z0T*Ze{{u(WKBWky88w3jO}Sf1)%`+A@+LC3L(56X%FxS3mbytDk5+Q9Xey0Z`DUz} zro`D6#D~hmJ%EX#nc4CtxY#=Jon^RSPVYzymj_Q0qidP088#I5_7=}1mFoS%Aj1EF zJga(F8(a15q*lb96pa5b6KL2BywWKK-=!ZI{s$U#RG;(@Tex5nNg4*S)E5NaNc|72 zcQ;rGkL_K3!Q|U;_n#B~{x4UUBZ*^?2X;`&o?HEk?e)9f_#e2{gQP(Kymu1_-5UIV zC_U_tq(O(2$qH>adJcHIzaIWSF!mZrL$vzj+W=M^Ax!V$dmq;SK=M;04J7N(2*Up@ z{{OcA{|+8xX8&I~{r_X?{$ot;<0J7{-hnprT;gW13B1r{!ZNe6pG!{9s4?o1;q)is zbIi@&GBR_}ll!K5TY4Q&RjY%miv1ai{gtyyHRf|3tV#z(ZZ`}sY~x6D{Y`zNMzFE1 zK#M5}S`m>l3!(O)CaaiqN}gnm!RAla+bPj;zu&m&ve3yk%0^nxKck)rJCx%JlQ$3D zf|SnyWt{**cYSyZ8!?dwUd%o=;@f(*U)2{{<6$fO4F5}$;{o<}FWOqkD@PZ~XfsH{ zz$cfDt1C~M=E`}@9MRfnk3}a>530%t7lf$t(@v%9MHPSHdW>p$7SAd^rAAf0B#NM7 z8+`lLVB*f>n=#iV7IZLnq2r7h?|pUKazEC$xGjzVM4!Z~rc7H+r?&7)e0;u^jDQnn z#fr1m@iqz9XTX>5tVN^;#);2>XF!Tq(1T^+&dN^I&X;IyslrXlJ__Ce;aCP~ZQZe< zR68NCz@Y4NBy;sFARvo(Zr?UIOo!(-6be!5eeXh#q ztfKqD?G+&-@9iqj`i#xlQ-jSckZ6}f=1+W};y%I?p^+cSQWAU@*B3{Vgz!UXJL2jo z7rs>KxoJRR3Hq(_n9SJRI8t5A6bEuhubbK&mIZUxvr~d#x;Q8Q;?_s0o&k4$2t#C} z5e~F6D=9fU|Mo*NV17UODSh+=Q}O~HtZH)=&Ip!y$bZN-d>>~3W)1!ummPDB@I^Q- zEWT$@#0{&xipNJA{m$S=c<2=L!}9;ak$rh9=_kHNZie;@SpWWaB<-OfpuiMx=_m7W z_C!U4m58_B@RW(0itD45EbvgLfv3EmV?MjC1hEqS3b&2;cEf9E-6xSjjI%ZUifX$IrMiO!fbi4v&0) z{7*23{{%|9mka-H^~jgB{K9)UnDc8Ld7EWT64CnR2=GbM$l+W3p#FlU6yMVeBm(>Y zsR35Oz@2F@5`j}DZH?xUZWc<55L}VzuomtcM-(V4h-iRM1bzhjA}!|WDi!&!;~DUu zT$FR$Pd{vmklHuManESp+aEp{_FIe}n>;k>b@la^o^QNo;4=3oJam5sych60epxp9 zSTwvFJbo^J=UMniCpbKNAvo>NPteSXzkT5|U>;5OT=fEO@xOE^4&;|P!Q@9ujYxfy zcSv?KpDuHtcn9DnrgC(v} z=TlS0EBCS>g$q|1l^;pZ0P^qsp+&w1`+tLS7_TayL?!PCk=Tneqc13TRK+k1RZF-& zfGsvgGH$77LX!2sdR;@M_wz`UI3!9g?f;-W5zgBLAyH`Q5Ml+;WNnJP#!I`T-Zwej2RZ2ANgijRjLfhGOG!WIe=gG~-ZS$0oTlQU>r>MZ z8OiBSYz-2%_vbQ1h6=T#@^{TX26x)q!|Tn!aoRW=rd&K)+Lo03B!W| z<(|*gHe0nLK;RW2Nu9(SsUfd|wZ>M^36hGhxh)A^Z5VzGke1Hcc7&E1Kd58CXk?xd z-LIx>)KlgDI$HIr_mvw(wI1V~t=V{i{e;7$J)Ym3)yO@sa={%^io5 zUIFRWg2;zO|HfSR9kC!cJzX*yf2Ejtb+TYhb9t8pjaxKA{TqL0oj zoe1Q0T=-n$swsZr3Nl#-o3<^JO=X$jafs2civM}kJc&!RsFk#4-3;0Oia4>WW3YvZ zBdZ}PHP~;4mZ_ufbExMjRmvV|ZzSgx+@Zc!= zhh5OP#URbDQW|;5zw9#sIJ5YwoJ!{ozx&*egec&XUOH?yJ0ZBNAR^ZXozJ2JX(?cy ze%~DHWfTFA#Ub(CAg(OEaxfh(h^BtbAL%;6Erl$;rX9ojFm6)C$Ht?AKV4S;t4CxX8!5>;*Dt+;U&tjZepng`AMkFr zD-I-QyCU+lY2~;J0T4`|_g_dRiA{TdLUXH3#Jff-zcxYIm-p+~-XEKPQRuw`=|ow% z(8O;TczGAn}NYUZoM99?BPdz!)L(fch7*upAP~wuT4G6G#DSc z{-e!B>y7rEs^G~GNzNpzNF(mG3nY>~f?^EUy^M|2y>+ZV?#T*8YZh62q_@Lyr<+Q4 z>~LjL?@$ocd5ezr@{tb~`qIgcb{5Y7$@7bLgt>~euJAb1KV8y3|4Gq1o)nH1E7&es z-X=$2rDh~V^RxIizG#+ceUVqPyh{l7Zl#F@O;eyc$=mTr{#I>!SS<_9?{u6GHWiNa zj_bv^5piY zlNymm_Z_6@6hSD7@%w=QF~(f_Su0&H``@;`_hOy*g473H z8Rwpy1RDqKYw>ESA0OctGX^%BvBlZ_W43IB-~~D4DvRdkNZN}-v^hQ6t8<+j_l~c6 z9+>cwiGlm!sS#ch3EtPd28Gpmf)`auKYWz`2B1LkYox|Tf`cmD>&w$R6EGAXS>Px}3 z62WJ{-^~<5(Ya>N@90F~0u$;KSosUWeCjwrY-jEydPnbfsana?3#D)g!ndqimIw^f$ct~LSg(XA#!_S zHaYLGbDGDm3@YEkFRzG!I#cb;A>#p{kP@PF(Ub88&>?|-YmH#DCRhoSTroW;q9rD= zn^7B}*bHy$HQTPL!caGmF332EAKe(~6RI>^{(5=x6TfgXQInu^*X~+Wh^J-3|42Xm zwUDq1|4C3}vV3IBDxJn#&5TPdx_`SwQ9YJ6?bqlQ)H-%RXhXG(5wXn#hZZbEWky{1 z@6neH16`DpuwO%-m`$z@2*Ly@nItmug|F2u`#8%>Mhm1BVNu`E`ZDTcp7Id+L&o?z ze3d@EaUwNw>4?7ftmH#B#r*i5*>$7)$W^8AXTZ*AfxW4w_>R2uPc@nAj(x@%Mqs(E z*c-3(qb8e@9aF;mc;l%joq&_f-OsA{d_%=9RNoHKFD|d!M0GLU(O#n%no3W*&t}nd z`1~6pbbf7d4PUY`KsNNh7fypO9G(GZjgj(YCI%M?nf9|=&B}?buLXBfw-(YJAPcz> zwe8~iTuiWpzr7g7Us@W55`-8%u06z|5&2xWi?CIADn_W3$tfmfn(n7Ih91#%yt*c1 zY}}u_mX9hg=u(}S!?yLmu`L|JuI{9Qui@VsO=v$S@C3m%knFecF}rm>saAZi5>&4i zo!0L1cPcg270PHIB9yGIfzd`Re?!F|A9CetYF;DxI{7O01y;#e>_Y0wB!>G!y-`!c z2Hu=<4FH`uF*ZHti+@b zk~4Rb4QT%KvbgW~b_ZQg`4YTD&-f$>b@2P$he}pi59O|B&j4s;jq#n08$)6>-5CdQ z4;geF$sxH!th?E!?-J(p#D?PVQe6jkE#0k?hX8VcSuyPI4ZXOCJHC2(bPeAL+AAVE zNN2C$8~2K;#)?A0vVt>}8swEum7fCs{7>;T^(1Y(uoRZFj)`30FE-Th3Wik{&xwm~ z$zSW>OlMC-2HgnX*i@+DP-$_;$$L@I56MXiiMe<0$ z39SRY?LSjuT^UJD9R|n{4uEcAR@fs#` z=J5}dC0+B*o$u)6!%~|Xu;(<5$-m=o?{$#;LAw)fDhSt9c+WLkGHhFHS;6BbhwkL> zBhjCwl0jgS;SKm_U(33#7R~?&A2KG^Gg6zw)u1mT-EH?V zz7Du91l$JN_hbR9gX0WGWnDgQaNmjbG=*GRfHE}Y| zK<;1AWC@aDvQg5OE+q6f?8is8x)2PuGce_wgtmb=?vwL;I2qFMXq|fnaKzh3Y;#S( zy;3UAfKhbfT5!YB3KcKj>Pf;-!WdwkChw348x5Vf($brD8@%eVLQBTW8{i%Tpfy1! zKJxdSNB{VNt}$8i>TI-#w6B{QAlD}x zh7Hzw1~3HBcbWJ{QFeet-|1@pyY@Mju^hNWbM6+9BRw<`=(bp*vQzD&p8YZ~E^4N# zIaI?idpc-rt+P*HnxtzP#=*{(i!$lt4@>EK17eo&rh8Xv z^?eUVP{|`wtZ{z-9J%$@1eLW-qDSXb;`UV)tTRjzy`j$hLNEPxpl*&(ZGFk$T@=w# zUvQL^UXuPcRl=wbHtRwv8UEODco=OG=j&%)_sKhjf{o?iASP)4rtTDmI+=AY?d67-S@UE@!g;GolMAMRv9c2S z#|gl_$|#HbFAoW;np%7buU7hQ+`hkqJ#~I@mzyre?_XzC9<(N*aCQei1A?g8oJ3l0 zEyF-U@}{^FpslgZBjq3ubt2VKpx(V!}E*12~oz&V=4*40a*RQHSR;51F& zKY#kseK(jGYQz!mzcWh8Q(%D?ltVbLtym-A1t;e&2!T;j(T=Oa@rKf%8HMYOFbSo| zQ$oQ9!OVS^uhxD}f4nnC%P{sPkq)ZnTbT&EcjBr(zsmKPEgu$`^`Fk)@HmA}Y6hPF2uK(r z`1wv98a%uiHK(lY9^6mGlvrj->h1qV610kE!-5q<-!Uwk>)iTRj=@RdWg8*>)t_(R z-GMdgWya!PrnK11##4pz3W@{3|v@Ke}u!$2nAHiLhg1#GAM>BB}Pl%}Q*) z?}h5Ml`FzT{Q-6>C-Kk1$@LikIhBr7X;=?%W8CTZr4fXP-?($Mf4Ya?p>Vf9bvTP* z7wzLV8{$qjMbB&|`F~>UBOnh{zDOkBbN?t5Lbq-ie4P?iMafwo;3LLRrbyuXlex{d z<%?}gw24-u{JdLWG&Np1wJ#l@#VtgEN`u>DV@=oovzE+GDu3Hol0e(Q(r)Tz6MF*o z*iyVNy|rn>BF^uQYMcV_lYD3a*i855wO7W0Wv?#m-COaK&jhElwA=#L!o0=Pmfi||4k(2u|d*z(V1J;Cw>!Zs2F?rGl#N9KYtI5Mq z;@n15DrB%-#RjylB>pTPMiiaPod^Io+k3Mew$6JKl@PwlA91A4`(r{V79#|g-6TcLf zPo7&7EY#|7k@t0wri9<)44_)F$D1m?)^6Mldhq?wxtm1s0dB!Sjx08!JHCCS2@rV7 z_W;|{l>`UlT9@K5?EZIwU5zur={j5)J0psEU!#1RjJuZjNifSukI^W*BK|4Ph0P~@ zZFHNLKWg|R6+TLLF}bE5dCTYFiGPmgX)M3uX3x#W2ZVIvC%IY;S7yrMX`S|ibWg`> z(SFvnO7f)TRm>ER9wkssfN?f?!y?JjY&tra3T7rP$lIG2IM8P1OiT`c))cp`u?Cqj zyNUVG$@ugB75(5JUnWwMOp+ejc8|F1opK;kDt1)HX19S5eOZN&Ie}<2jwF6>U7wBW z+Kr!KU`~a3yTKnez3lCq?9dmIX+!sX=n8f9s?4>1RlY9PemCg;W`-BNQia}%vh7Lw z&(?S{@JE$8MCVLQ>|lcohwEnU*HJ^yotgiQYlKGh=f;}MX6mR3y7iTwa;evP7l>AZbnBdd0V+v4Fk=k$pp*! z#C?+Lto9Ruus{T#6wlWd7%$3{>CKf5yHF*;7hBy9R=1ATx0h`07-L;?I23eA!JWVC z@T@a&7nJ7eur><@Y#hQ;ygi4ShD^h-lKl&?26!6RtJHdI_{U$pScMVw;)QbMB{s;d z=!Jj`4EywJv@4C)1?LJfAXD5voftnCDzzLS(1mE+x>jao*z%eGC264SHf$#LbAyZ8 zl3lAHKbAtg+vz6dT&sm!w|5B6-Urde&q6TXVdD1PahH6f_h#+CahzS5r5u&cETzrb z(Do4N!;lx8Q5-Yg7dMwt@7|BMq>=O1@&KA6QRUz+4>-MR4Mn<}e$9wqh5V|*Db09R zU?1rsmsAv{h%;*}SAo|y;@~9rUNlAYQ`IR#L*l}~RSb)tyc)%XvZKb#G<-u(I0GM2u3Zv0V<+gsT< z50Jnvo1Q9Vsq$ylM#(!i%?q5^hG5f!ql`I~L(=2uCoNrJCEMy{b6}DoQF7ah3f8DgMYeN zcy>sANO0W;zJgZjEtgWbnD57GOc%Z7=ifAKV|OMu_Fwon?2dzM{z5oSy-aWK99xmQsmob%9M{_W$#B=MpmE9X z^uyeUK~ORJP|7RbhRscGE-om>S+SMrC|_-B!%i10gYBh|L^;z3Q8z*v)E7?LdTiIj zH;lv=TfA0}(rVbwY`~%+-adL}+@vxLzWQDE_cBzFbV%5|zmuN@g;TedpI4^M0_;_% zBah%tv7EY!`b=0xLb})TqrZ!wLHUnBdTLB3eYWfkUM^AS*2gRTiPpPLljEF>qR*M; zig%verM-wu#;`AgDfHa>1!?~H|H8;}=|}eQ?Qvc$+JgqG>*{@OCz5!g5q7^{z$0;HF>^jmONP&hIKp;^-Ci zAFXpow}e(c0ln-Yb&*cq0F?bXy7r-Rq5Cve?%l}?k-hq9vlztWR847$0t~k5fWiFc z(aaEjYF;}_v`ZstltFb;1F;%nD^Um-=ho`d{h$R^kvwy66WlWZ%Xh!#CEYL{1&!T! zC3G${0ly6tmGJ)(h0`a*eejWXtLGBls~a;Dm%x$#LBSgBl8^on2BMI#U;h0d1vAJ% z6PSGY3XO!hVSd(@mVJZH_v(TsGF_yPUzyBnLeK$G7%q6D3cx~}PJn2y9w|?Euxwqe z6wpH*Y8QbnKpn8v&tie(xs!LVYPTRSr@W$<#Ty=u^f(N2vJr0EAF5ld?eR&4;Ot!P@5 zYXEH%WdAihv?(;qe+ueSoU0rsNTm>GOnHJsbv#tAwto~HixO4pU~Eq6ifG2`dFlm2pM{{1_zjoiheRxufyABlpzx6O9}e zO`aU;%Kf>hHFK8;+y*@<-}(N$bAfn4b|l4p(L+FvI<$3EdxYP7-_=J5eAM=Eel)U# zgM6{d4Q=Ri5%6`VF~&yS*tSNI9KqoD*^e$CA*Uh*w_H00tmBpZ0zzdkb!91!*{tG> zqxG>_Kfd|NN}DV~g)G^}A|qFG{(NEBQ+O8CZ26rwlNLxIkiL#iRL~?dfZJ{i)jSG~ z+~v&jq1I28Vgl{WX;3Whkcj`4dtom>Rb%2GFI*NkX*NGiWv14k5ViVuCgtlcVPzQh z+lckgA4UR%%QL?vAW~E+LJKnd(UN~nG1RWpNC6tME7!+n4m3r9 zWQyMahn+P608I&>tw|FKn5tBK)%~?~Eq$#+S7Ov`ckD6a(4}RVa2K9qAcAC>uM9o6 zqi(trWvcL7w$d?41zIF!Rlav0y zu|K2v=2Jw@Wb*4V*JbcP6h`!t2L zFT)3Qj0rY+^_OYz`o5FlG-*35?&P=nhZC=XY`f8OJ5V$G%+{3{at{^sh_u$&Zb3*o ze4}sJDs!7%Bz}t*H{lK>1KcK1EhB~MhFg7i@fW&LAgNqxsL^*#`?pTt#b^Ag17EGY zBL`pFs~xryH0)ziLqEdJ0G*s!;{K{1hNqoJ3*0z@;y+F4AX>febcfF)QJrrpNY|JC|}msg36w0 zC8IOxg_FFp)=@t?aAuOvcB1=pGyM#Ccw}X+5>^-=r)p2B}J} zS(}>~E|I6Xe8i|7=zag$&tKC~oKW$CDEor2S$Vue1n??CNQ2)>N)VXsQ%N6KWtnTq zP=u8RRpV`hiCU!JntSK49g2Yc242E>Q=U$FUc}Xqu6+8Hvvs03oIkd|{r!52%)J-R z^eJJ*5+hN3J*A_#rib5x9h_lxTcN_}C%RLio-W>fzShJWEIhu@rVr3|j4gI_X|8y@ zVTyipSHIGW68sj9_~sVe!b*wzgsY3d0^&C|GS@ zry`zZ?53`+&psc)TU|jXX0Vo%rH^jM1a;&lT=z!+34^FJPKPvizQw(L25?n3{{E8U zAwhO_KI%go4tF04PLnY9Bup2<^WULi?Rxh;*^S)8xQlum zIil$de5DNe-F%U}x(6wVgwipr5xUjh3pPAzCDF>@2xz1cE4kdXh3!A_Ott;#ld9{wU`+ZjNDA zXvhsA{LqnqzMZxRs^Z`;WY(@MR>Uj%g%DTOUUZ4YLAzM|l?d1zLhXX&e`?!CL{dko zzkLyt&IRPI&`qrr`hqzy5p$WE>>~~Z{RMdTa{c&IBVVt;L1OepPPG>N84^qH7M9Mv zG!AqIq^GsE(ym)#Y`^+evqx92gD*PuPkdWBHJwgH3d5w#3b`)_%`hCV_#Q3yVTy;ycFb-F3jkg5 zYejV)0-$_(0(h=qv)+nKT+)QMP&ot1O%yz~)k(?bLUgRG#tu0lsgX`PfhOb*n1e(% zDizQiJqdx9DsQyKYOjtM=1re1%rdv6^A~>M9i~@0T-Q(Vr%Is&9^q{irR_)#?@991973wx69!6K5}3Q zj4g#(*_Vs?miLA#Vgd#*Qv1*>N$!Uu&c=OJTIPdh47p?rw=5E&J9G0H7M{?PmUf!> z{-cuIaOnKAw}Y0EcT))LU#ijqUms7Lcl_&$x8k(;W#pvXW#Ml><8EO*Y5{=l&Da;L zei~&e4t3jUb=wCmF{$A$EUOu{`e zKSPmQ^3CzD)}5cLOVPEm3CujWHG|q5SIm=aiKZiu-CNZxXw$v(>YyJV#p_y^$30e7 zU)DWFIRA9Co)kM$H~W5oFrct*+XlgsOE1$_z9)++=tM0;z?Dm%-MK-0nJPv-ZC$cj z@Uu4h6#ZQt`_!@*6E0+_(_UxG!f;kdmYQlAbbk!0pYfJ#6WmC@Aw4}=9l|WWH5sm1 z`Q7~&u5*rUdS{)=kJ6>rAIk^!yWpQ#d1ico=_?Hnzof`2+vk!CQ9+C@v@#4y{Nf~c zRrXLF%eHWP>5b~Z>@|WyjHtmMK%Eu0&?hSq)`kRG;>|eie_;XX>^SnNDHUZ(G8A-j zn`GtS*$DJ;!;Fqp7=vXh)*htuO-uu~wVHSa1WzZPiz{x=-kF_%j6@;yV~EnYcqlGb zV8T_{h+29nw~<53g}NH9Ci1O7bWSfY^))~i>$5K52W>kRUaWkEl$e%|Fo>yann4`1?1F9PaEcCqEqvCS7enAS3KGy^vXuwqn09| zom^q+lS@%(;EQs_1Q|2HzX#cKs_|S+WkHB;yn@jwZz8*>oTO~v35AZmnBhW|Ur5bf zs_=T`w?LnFOV%eWY5WS@eDVsGXt0h16GHuAwm8q<8)uU^?__fbigwkj(7S5oRn;4o z#_)w;VHgWdxKNjuuuId6;Xs!qdmv5_1Q^e1ZMZObC{>1gP-w+K<)7i`zCUIn=t-9e zBc4rQXV-{a*{jd)drMR!M9GV@Y3LCE>^^GnX_!K5B0TaUXa7=xf&ak;b0{!Xf__+w*5lx)*HrE%h59gTrEGGYw5k|(Xf9n7G<;9u2-yN zj8~*Ikr?lXA;6G`PpWnv`sCX zk*ZnL<;7DzJk0xO6WFrGjI?JRzpwXrU4PCTRq?4*H64p~y>9EbR-^V&UjhCyy#n{u zWSF?&U^$taWSL~Cc&k>7YZB9R{9Wgas9OW}B)#t~*!VC^0Qp)pYMh^tpPvjPM=dX5 zVmburwdoxbY>)h;`U#u6D4TqBF&r7gEW$g(|AjSJ;q7eMoqUa)jzG0{HbTRk=&3M+ zOHJt1=q+#}^(XNqi`?8?3RP5QiIkhj^Wn ziF9ciQPO(SZmnlJxaGx6kn4s(jpYsKTiFQMyA(NoQi?1O0YI&H-1bk%4u#m^2*%F- zaj@DRW%$aS2$o*(b^=n{u#!C@&at4yt>aG4v~T@jxH~b(bUOl>fT`;u;$@FC)@(5w z$4B(7ahT<51G`>Tc~S5**;ZNX;!Sf41@UiqCH_>u2AKa|vF?^D0_H`(2$y7_7EPjp z+*5S!x?(D~Xh z`~x?6YtDHZ2uU3Bb^aCa35qqIR;&yu))x(P?Ks&FBC4!C#wCl~qW1rC`>u8rb9E{9 zSbUfBm7{f!rc333(&Ag+*HrhXW#|RjyK}BCD^~1p!ttv@-+tnIt#9u9lDQmLVF$I^ zUaNJ1pw5cZ#=4r$%t1Rt8_GUCLG5inECHbN0>+tP%I!#r9 zQ`mM&;ZJ4^wtumhVLg&{{B_lIf-EHws9oFxMoU?kCP&TJt^*?WuXe?Exh=^;t*Phk z@;UigyQ{lw5_LUzkEVn4plN)!ULkX#gik;vviLHTQHfU=ffS-|*_6j!6N%s2#!OXeftPOx#Q z=3(DJRXt~GfcT6{G~m5(Fd?ZxX7RxU%e&F@c5J7%rqq~&bo{Wb;*XT`zqHf+#P6D) zG8yW=1o9_Aix-Qlq45}EBeu&+IuMs7R%`4=O4@kWDnGFa@7pu=sM!41j^e9UFEVMc zYKr(MR5<-H4808vaWl%;AO`PVZAv@?qHo?n<0E-D-0Cnmi(drT!~jWGrPS?{lk$Fb zqJ8zGns{;Bu%JVK$&O{$R{Nu#EI(1arjX+mmm@A|Gw#R1_`z+?%VfToQ`?%3#xLsT z4Sh9TJfC|u9&f%b%+&}Q9x;n$RCIB`DqO)>#rV5)$9<~Vg!zNIB80c_mGb5A`v_U+bux6!D#3V(L0vk z%?q8_UP0OFkJkg`2!4aWjcjT}!P=8zCW8ti3@UwWm{VVvClLGhM3Bw3lR@^9c*aBp z*xHyIHrNI4>)Y94Qwn?XDSln;l|^zS_m>?cdTy>+#K)@PKS^&Q=eek1i5vx*x8Zit5&|ZF;owurT|%Ukz_m)|~a@``KYU-Uxo4eUl0w zf_mDmeFHs|1%A?;1U`F^r=nd&uD3Z{cTt4H5u%sPAzI>u%2GiBKI-U?VzbvR^aIoN zBYf)=5|1m@N33Y_+~5RtbDEZIH&><~wtCyxKqlUp6X-T=e$wOrvS)gP3Yos1p*slC zEI?CzP(UY)Z$an@+h2LUW_qeky7qDO z-2|;?1)==ri%VVmBJ}Gbppjm~g?Bs7bFjX?V(Zn!px|$80{xMK4hP%9lu=pP+9W$c_JsJ8M z{h+s~E-+#R_wd(y9q!Ya`t+}vS#MM4`XwwWW7EiW zf_4CV8ap!{0DZF6)0Y(Ulf@~i;5|Hs7bq(Q?insTT0pMEl}Hu$h9lHb6|{vw_(05D z-c$n-U-#j)1697(Sk44pq{=jAAr2vry+@T=nRsV1w)UzIN_!Ojj#Cf#$xG4sc$!8n z!py28Wz|>(kP2BK5yLwPkQ3qnjE?+v%i9UjZ5zltbM%Z`{s@74CGkRXF>M(b^G8hN ztPhY?wxDiGxV#S>a-oNP+{Xs$=2q3h5W#ZGb^Ymlp0Dr4rUM&E;F*~!E3+wrl~vQG z&9P{!r0LaiLeP+0MMR^w%(pW?1Rwzmf{Yy3W&O{W=R}%duA^ z1JRn=S>(6VINNykAWu#3_8P7(RS5%V(IuPLx-hv^pjykh-aYDR)i&0I&gXV?=iCN2 zdqO^oZQQ!BDXDG3qeUNLXo{|jV~j#0nmkGFLYmj%=Ea;ApyvV9%ipVF!vRv2k32n& zCimcVZc<)LlzM$lR$X4iOOmnx*iAf4HrlYQl7IC}HIa_#qHA3H{=DF`7ubkoy48*P zO{C&2PdZ8Z`uw`k)dF=bVJAQq&B>O0R)kW@e|x6(>U^}+=GS(d71hMGHo#-_%g-y1 zXTbL;0qx}#OP1}xI$k$9S`@T)+zXrWcYNQyNN{tpv3lOXZ2^6*QNZ8O^$ok0_KvOY zpnw6W=HGsFx4YEAG;>24-lPvt*$5HAHg@fz*jD=(h*t}}c2{i$992EqXt?sBVk#EM zDQ~Sv*~QG;Thh`~?e*_p2<0lj2wkJvas-68B1cy3s{>!*RkZd7rfs`ny{yw%=7Lu$ z#nD`-%bb(+Lm*Bi#?R&X3sBe#KmBr_`(f)K z!mr&}MHD}Y=gMZr{_MElv0xf`QUm7f&-i{c!g=!K8%q0s9~ONNl5B4Y-n(H+A`hnh zu#IOk>%V+|y*&Uzu1=$4gP~)`RDw-J3x^M@R5O)QHx4SNBQoO=+~a=d+l^*{fr0+d z06L!#?DJ9TC)JXZeY>kY&a_kHw>&a~^hJ1Q3Fte_HhFwgv_tU{@7^#zE<6KX=m@uZ z&zlMsEwCyEriVq-Dd0jW!d!T}t0AA-zJ2^MM1Sr&?Fy6<%lh%lTYbXb3hi@@-mw&X ztJT2~k(c=|i^@SyUcOL$fh>bv@erETsmT{P96}pML{fJZmdr*W-QyZv;brZZNM4W4 zz*#&g*{U26^*4z2CEBebyZqV)9p7|g7E4xB5=N_IAhVTtGD`2hbDP9T8}~m2VEm4Q z4mp_A_O>zk$YhSnt{1$ZaRr1MuGf9DdF!BVT$zyCPCT>Y8P~q zbf*EH{x+%Q4Uo24kADd=t}M4=;uBeMcXRr-n?EROtt!84TzN4srmhQ5zL0g>?ilcv z1UEU6T6Hp+@As|+y#=Z^IJmzbwNn{zE6IcmcPdVKxHW%vlbPlit7pZDG*b-Wd^nZ_oTxkN=&PNQ2${MjLLhm7mVdfh`;eWYVC-~g5r~ci2w3>gBuJoRLlls$g zGJG%B2%@PCo!JPJVCA*dtXS|cqI7g~8=*&V6&tD#=sNd8cLce$ItPLh(_nFnf4^hwP-+|664 z31)Z=kPv)l3Yq-(erhNMQr)#;3VN*!u?-{rgD$Q`R%c$pYSl*6tW+vK=ECZj2v@OX zk$5D7;i1Ftik$dj^p2FwKAYYU|0t);pvQ0VjlHP_E(UTul6FY7U)iK*khRJkzD=(% z`a}oMdh&>0T!66eT&su>SmcKP5v_-m3#(PSu}`L98eT5vP&@OUz)NQy?e7~wrkXPG z)^(;L*~}se#Sr;SX>D9E<$WT{`~_h;W@cLz-$(hptrm`a=BO{qcyuAEQ3p!(UAh9d z6CjHqNy`p|$Lj4ffWiPA&^3`xf*Y3OGl`8l&~NLpLP-bBgtiCTTB%swgehf9ySH8f zGjr1RYR9I5U}_15-H;9s4+`{GTn=>b`G70D2522_X)W_EQ#wyjY^)3Zs9-$HNR2SY zn5zV8)qH&pZjuz2H}imB*#}(o5ERgQjkSWGu;7rN2jT?6Zzl`=aS(GoYQIw-;|U{^ zE&`p5d=mTeiG*~)IG>_gy}+!wzLTz2oh?}-Sq1t5U|66e>p8r*h^?3Y)ipPYW%)E~ z;irU^?tu}WxtOEQ$%`NyY5aykhZ5K#;=D{xXgsD(?m~Js}_M-}*WX6i{k^s$QNzP3Yw#v2@E;r$Gdwj1U)t}FMV z{|3i1Bsil3PB(9MpsDo{NDj_#<&stY9{`m=YQH;xlBAu7{%weE*C*4aDm`)}*oOA_ z#=r^vE0mGnaf$8Dfif~4gC;z(qq-J^B}c#=iRZQOoas{Jsmelk;w;-wafj+?%LCY_ ziGp~Rtwe>4^Zx+bIq`%H)#~X+neh=eHz46qeY4s^feTMy9I>gYRXTlMBa&pf9HD7i zu2k7gh`LgsdoN;s&Uk$M%2Q5o zh*Yvuvcz)^0KU;0h(c;b`!b`EMkN0L#}5_(;?Y-U&hqr<^J1daX#v%kPO^|*X(~_+ z6skZIUbtx zOuUkZf)=6*dlh0q@Z91ZRj8E7!W_mVMq6YS+-c*c+YqFYy}2A+MN}44q^Zcvq^HFt zL=m(o7lx%ssh^1$0*Z5GBpzWza`@`0Q)+eK>uZlzd3+;wWg*oCB=%p|8*O8(9ziOfg~xlDL1h?w%qJD zP$wGPgtZ53m8}69-AY&(WaPBChc-D)f84o0d$B(VBT_X6g`b)+8wVhM#>r&XC@GUB$)QVWX?IJTEy z==sCuD}DJ6q0bs&z-%z%bh@hBhUwI}p`hamJ-P~r2kR!szY{2}Nv5>o8j@U$vvnhe z;sO=gl>$mneepiTsUZ`b>bg|?h#$tmsw|k1JxO^5&Se4lvTS#=6Pvzz>D3iQkZSFG zd#PuG9q9?Pk(5eF3)5mw*16nV6yE#WrRI7xnpH8H({i7hq~FeCaNj6Z`49q0Jg%Jt zbsO7igeTrxj;(X)(vqu$trtS=*t-oX{ZMb$h|f|(k1fHGJ9S$b zN}-=ju(@Qg$g>bO5n$Xi){z#{Cbm&D^AJ>xN+?h~2w=qR%Wl|vUCQ*TyW*in%_*g- za+2GtOjRYdIFM{MRohSoazcqB>AxUIDX_6TvA&pz5fsd-by}lNLNBTt zq)ZKVrLv%IlWTKH?Y=ZqUshAu;{mqey9O7r%FJABdkAV|)FnVZ6SnC-ygZ?1V#`%m z5gwyXL}~F73KHus2ar;(b}f=q$ZyKx-FQOf9=Vok0<9{ECFa}!xTT<>e64U#M4NRG z55E?S%^A4UQ&!7S-ibCvl<|g=lqp~9Syhm(!lbDrbrLa!D>_%)roRp7GvZWiIBAfj zn9ARKEQ7VaO6}Qm&m5Sk#b$C8l?{f+n>&H1jw)=UWm9wgK=gc6ReO% z~4jPjmQ^G!M`!r6%Iv&@0^6Z+*iO+0RqT3BI3s5 za7S3`?87D2D(o$_8hkd?v3DCQZN@cq^fZtG@V`Crx%|-b8{oZ^a{TDPT(uo4jz#(M zHaFj>V&zm%0j5fHormLZ77b{!R)>=)3A#T4QOp9DBV~yW`C)&{vXLfom7S!DPG(`5 zXk>9C`Ms2+kU5Yn>PYz{8+BW%!%MC_k@0o76p5p95b!ac_AF{|!*St^7XJW~nw+$m znO1c^R>}U2IYrdx_Fk2a@`#QpvAYVn|NG$q|Eu_Z>FB--{PGOhAyiC1@ie zmu?JIZH>}2CCCU)0)Rj{6uMt{0I}XL4XO`JsXHBY68%1FX}d2W&{Cj!+HoYQ9v-Rf z7?S;SFw&Vr&%mZv;{*9$Hw?;b{b1P_x6T&_sGKK-muQe1^Eg@llO_|LFEXjdakf={ zw31GP^^$yVhD~J&=xGNo*Wt}}HZa>hl|ehdp1D z2!d#6CX*>xK>N21`APC19x*nJnW%MMGm+V<(j>H!wTRPDO6|_cZ~{-&Cg-a7l@l~j z<*2rEOb1oVMM5IuIy_d{Bj1INI=D5|4LQ!*N4s5qW>T1W~)?bJXd>;b}9v~5E0Oi*!?hUjhJVRJ`Dg!WSATVj$3 z`75LQm4Eh^|Nu0WXPvGd-1zRfhD)(Tdy`&eloIc6tWB2+NTy-Q1a zl6+D~x4#dn*-t9TZ7wmLV8jabTB%tIJ}XMdAFGIsc^rD996t`HOqR+206i9O87II5 zjCN%E3&f!;N3i0jT% z!6EUM!5qSwK_l(N$^J>3qNY3maB~Q1OPX7S&cCX!xQ=Tcu z{zpMq=28>;?TJ$SlS7h)d9URJ- zJzngA`wzrNO+_@jb}3IBUlS3=cY|w+T{T~uOKCs98xfyaN95>`PyYZc+J51NDe`?n zkF=E38n;}Ev=+Y2WaDabo=9YTeNGyCmtJj0{{Xhquo-lxDs#{eh=`i$M=~nNBiWo=M}4ntAJd z#vfPv&Zh@sFI0tfALR?KdRO*OAV-u!pXHWpB{n?}Rjd=V=S8jU#Bt@;U^X;IKeQai z+O2=dG*Hr<%F`vC!hR^G+`C>lSmu86a?kjulQx|_Mc2{$(5y?@-ziG{rxo@*sL)bWA$c>)ty`_s zrGIi$jkK>S^Bt=)%xs~Q;)R8Dn}AA(M4n|>kfc%jC;tG*xaVQ`Rr`<5FYt4tGh<1T zti2g%j)1kNN)$-AA2;g^c~Q*t#^J@3GNf1h=T|`ynk6>3)a$?BhzZY`(YQX5j}kO^ zdbDwxr=&Nlvr!hmw+dzXNY1Wb{5Iobv9?=J+?;VVB%71}0OViJBx#8jAKZRW>AK`8 zTesxZ_wW9W0u}c+k0iXxh(dgfR$nU@CAxS>9^E4x`!jh-&5)jo?6OmH%ay&D;hOf3oDYO(-8yYTpR|R^n z)Ng!qDimzlM1tU^Gdh}IN)Y0t$xKAKr6C}cl>$%OzB7lG!%+d9Qf3>i?3Sr$am0~u zPau#LwXP3Y#j4RYb4C~ zBwU2v{H!rTsM7qAM+|w}S*>D2WHeG+APd{5bN)E7i4HwLVk6I2Co<6*BFlNG;=|R{ zQWT|IYXYsX-z-3wBbCO>G1N+dNJ3WbgVuGdo%{gh*NV}ht0W=nDhT3R#Y1kawMM-+ z(dp@NIFt?c^8iOb8DGgXx`VKyxttu3(u-G0!C#5GRQJV=z-tcLs1_ zud!A?W-PgnFHh9!>e;waA)6^N#X&6a@69?}1fO^D!YDa&A~x!tN~=}EcU!E*QX3!q zSCoX?*^8yq%Pf>sEobn6e2}5z6|YChmZA*r7xGE-5muj+yph9rwy!AD3Wqee1y26} zc_P?pL(5)993cp=SE^2tZ9ZW6LH0I)ZSBK(xr52o0mZ4hB_GZ&a8#o$(tE-J5I$2yW6Gv9L;Rdcr{Jz8Phz3lN`N**UIVarlsv9q5Td zkiwKytxll49h3Qy;}+`9QmtmTny*+NC0yOe3G2&O%f_L=vyF9H&C1%L!3(HTwSmxS=v# z7*re__s3?-S*|u>g~M&OB1mWjzZnOe_6h|0$?WXIRNs|{JaL*GHkC(^)R*%~Q;e%q zW(-xG2d>LrkU<*}z46p?y>6c+_QqPKy6S@=GF*OAT0^^TrCg|~SGgA4b!~?iOHvb$ z0}ZM;M^k9BRUnjxNMY+<*r)kbUcAW}k_DQAl@L2rwV&KETcuK+smd**|&KD__k+Sgs17^9O)N)=HsG0Y{;i2ye6_SF}5a?++!q9u1OnDA9LB(otbsPUUyd^Mm2 zY1PbvFSf_`+qTkJ^IA+8fOJ@j(`gqS zPC5bGa5np~$$YX)F4rDpf0_-m`lt#&YK{maoux`?;Nxb>NeTrf#AB;3I>U53RaHf| z8(Ru#m^N@cl@!}bhvdi#+%I!rHoq=ZQ)O?@s}dR(?7+#^AJ?m7b;Pk8B^r*WI<~fa z4Wj=5^|4`f?Dt&Ky@c)5lq!&)8IPN310jx}=ucN@Ua@dBWKmP_o*M#>pCXH%~}kqrJ}f zP31~OO%-NNV|CcklG7@urI(&=GNg3)rAufP@dc5j5y+bYZ;Hg~&UU54r_9V5c`BHu z3R{q;_jxxx2UDWj$1({`ueb!`LZd)d)Kj8m8i7&OVD^6LBs+bkx=v53>0PbUC=yQ0 z^YQ0szC?P3JzAht&R?lG-v&|~j*`mkZbp@KMU}Ya;f!2?5)4l_l@d!%1Aje&_K@g5zM_sq07p9ubH6NDXnCF18ZzmuR3WMw zxNB{+5{HWZT9698TOE^bV{Bs2(ON=O(I#}aJ3$9N1cG(lt#*wHT_UnXxyU73uW`Ix zw-*8)e>J1Xhf}UoDolwkCB}3+8K+exvt-zm+R9NIE1xUkxc)_^%+1f`%5%;lw@OMB z>#@|L0@RYU9cJ1UU`>@Fw2QqFESMB$IViOognw9_hAf7(@~_=S0PlCx3EHx z;t=|Ux~!yvcfTQU4>OL9N~%rFwFV=}ZcK`UNGT7rwM1~T4a!umCCYns6JmC?@i#SQ z9JZQ*C{^6B<1+@7AUV>hm5JBw++lJ-Vg09AVq^yyABqX-hc0Ae?msX_Yl_jrh zj)XUyR;fAKMEZmg9r{^}+uEiy%{`YLTRL(tAp=d&i-j>%Hvd{qPAw;Cxy2rx!xH+5Uw8K;0vRhdR4ki#n2_uozw3P%Nm0@?Y&NC86Kg&_U7(#>vMc%@M@1Ud23(J>~p zS#!WC2`IPd;XGQj3XHkYU7|~2@ZP_PZE{E{=-oUqanG*98Ofs3Ql)m1l2(+EuEoKyCG1AHp9L8@u_a4lJM@_>Sh~~k(^7~oHq@2$z&F1|O9RIcr({`f z$`hc{Y1JsmQk3i2eb0E%LRZs}gl(se!j@)gk%=Kv}Ly60tbY84%VKrM;x$QHqUdUj9;{#aHa-e&F!?zdDQ6g*gy$v zww=&EuEPEV*x~fpw5in8NvdTgkb*7eROV9B!R%NXNIoXVs~TieGt71jmMc^05Rf;O zO_AqqjlNJw)}PWy!nm1+tcNu#Fg~RXiXU+*La)?GB?G{aaMd+L+a*&OI}59!!dsCM zg8JDeOHsZqCS?p~%wQBJ#nIXpcsdg;=l6qRMF<1wi$+)2vO6{>z^Y2_*I2*S;o7tIDR%YFGFwYi;szw-BetY3v8X4D*FabtIws z##>9JeK_?hY>=HOCz0ohLq~YUZ_tGDHMjJx^*qrVI>ZQcaobZ z`*AX(5vD@wYH}*$xA{cJisIAt;NQU!(7g%8d~ypt6bB z6knp7%`dcwW?*E@#+M&ToR2Ur-g6&XReiT1dy#FoBz@R{S*BF!uQcpo9=Q(1B%zc? zalXrhs3m8=Zv0EH#LKmbOH_#`FVu9UXp+R0Z*g!)Z7M>>{Q4yKVXY@Fsx>rCotWU& zngeIsrw0YP^$XkV9^79rq_Wp>u#X&$TF6%;5;U`D3TDeIN>o1U5yJ@yQ0LYw5Z^*4l^EQRyW28~BV$qQJ|g$!|lc zOsGbX;UO`R`6IVQ3J&yl-q!24EwKV}nU5=jNu4%Jpj^bMrMCiya)H*9`ra6btd^kU zmQUKfw?E7<*%eHiRWW5$lS$!Wy@0qcn=3tACsd|Isw{dnmf$$kI^2$yz`z^W$Eb3}UQT78IKpGps1hKrn{Nq8 zQ$bxtD@q2Qu6D-yZeU@T45wld8Y!F4_300E~^cW+_9#*lvPuE9Kff{C^#dD z);W>j*P}~m1P7@~l-h}6JZ?D$h_%LRsFLK$I+pBo?(7ioD{VXO2^y2j#ySfXI5Q)PgAidXI=!T(I98HAa8<}6`;*G} zjaGJ~!qT-n36(f5!-6wOBIBA@r=Kh@GEO7`F#*MbfH!Zv3%TA1J6qm{%o41lv&p+^i2G$CO)1q-iCn_R`Q_azGpiWex@S8%CxXs!JYm zLZH1kr08`4YGvk6Vuq`Js)+DAVqD0z*WsA;3PN}a9~#V>lS56ua#p)yqPj!sLUc<~ z)+|@YUbLw8gJ4Iz+Z)v?b8e+I30{7Lj*CvdU05GgYDpv9eVCzBLP+frNgD1vjlDc> zqLzb5D+Mx=PQ&kVDNsq~6T&S~stb!5wp`3{p{2i68slqF@gS(H+k7~So1H{8$&Z>M zO>Q{&&KlI}kULbAqW14QcjKKgPRmlHsZYi!Lak(>;1mycLl=*JPVKQS*OG$Ypv=rG<-cKzAdZi-Xt%w`!Fs))t zu<{vF#;^!rbsX8Yvmd%Mi7tf`d$J~#4TZ{v<7GDyXln~Hc{K>oiY+}YpOR;;->OBi zPnk$Kt2NcZS2DL=~1bSw*5|x0qBc1 zM6@!iE5$e8^lykuRU+9^iF3SPn_tcsR*6!8GUll9C;S7&+C-XTNz<3;xmjrHM55^* zW2f%Mx@BiD(&X{ux{Z9M0K{x zHvaZ3_N)U555zx|M5eI}m8>WYN_7r}KPb38vQ7W4% zny#eOAUxxLv~9-$_hV}rsjWH+sFIb`1b!JmsJu>%UZkzECec)teCX1a2f0c(x?NP% zi@JwH@bD1CogYw?Je7rhQbFik^buP0O*WvUrVL!SIZEV~CZP)bMT9Tx#uF$hrl*TP z$=hX-&D*?1zeIud;@WDNF>PsfJyE09=BC&8n|+wliF78HuA7^e41C974PUH<54#c- zg#CgzkC1pyXwpbt6{#a~iT?l>ifc16dd-GYfQxe_PpkdciTg3S*G!x};*EB;GYSozHb+uf*Q14zomLHPdw5zxA)ZpjK8lt-II z9-~cw`)TuRi9nO2pZR3FTf{2ZOC}R7>^zmxT_c`~qxbh0an=zDhZA>ZSE3Qt>n;TQ z!qxX;9K8(mBi7%Lqw-Md!oABz8BIjBUA%vj9PK7zWl1UhNk1s%0m!VCYVtuCAE_!@ zhuE`;low;YS&EkYks-2IZYLUAQk#ylRc~p<@y6;2x}Pjadnjangj=7_N*YH{{VQxr%_9kujx||={(6< z)$age6txto1@SAV%)v)GmRz&jrD|62N08f=?Bkf$G8BI~T$m}0As~jqkfG0Q zhLdjL*WZt74Q3=p;lBJDQb9^vRGCO&DMtE-3=5vCdv?a>>NQ!wGVGVMt8EE=AwJ=@ z5y+=7q6((XXfUv`p$&qSeC^VA@5B+MYYD)d2pgE5zcCJ{Ov#o)B}@;o2?us&`R$D{ z*`dZ-y(^v>QuXOjg-%+CHWxP_+;7grb#ud4Tgg%CblA*Ieyq7_SX{F$WvJjFl&MX( zqgBm?w&%|Zn~e>Mke&5*JJ*Dhf~cD;!S8}mC6jnm__^C)epa$uz(^eOI!_a^(R zKs|l9xTz}-Q#oXAQ1VF;$<=ieETyQ8=iwPQU#v%tr{y(8p(WNEdOVH-Q0hqlsimdD zrD_0?(I;>SHY8y@{K+B736tr{?NER^DEO%A?j>XGN=Gb0lICBerI~d~ZECJo_JqEm zhg@yYdLdWRqjSjgw*!}5#w+wnWhn+DbpHV6jxW9xjjdkfdCP0z?qsp znBtX8RCcMp7x9JUAu3+C8^^A1XrlU3T({KhdV5VcLB5vw&jkxw>RrGc;9u;$YcXZa z?NXP;kf~B53lQX)0i=%ZnHKhAqgQJb=*0+XYxe`yhae3dfk6r7)&BsHO=ZcDUUF1t zvh>%K`Zd19nTE<1=73Xkw)=9nG?y~DX>Q3#PZXqhkp3}Rh|dY?1Xd~8E(7)G>8@9) ztuVI|7R-4;*$Vopup;E`*Uyo|{N0zbd8Y|8X_6^!$8&;%6}3l0{{T@%6aThhHpPD@;#FArgvzC`j>l@roy{ zYfvaH;pNgR@gmeJlDyt4FUoq?AYDWb(t3w}B*c+Ag)}tsUS&<4Nz!_4pPYlpgW1Ua zxayfAO({8cPyWv)lJ}e^QVZ`5X|=-c4x#}Zwj1BL<(lK=$%=W@(4#!4?C~_M*AS$s zM(QL3us*fOJkNe8REnjt)PsFxy1T_Dp(S{3{{X}K)f9@9_oq&FwEB{XoC9spzUpTNAh51q_e>hT_BbEz@53^^ z*lqlnQ~m?Zrsn4~OZM!K;fJ14q*G(z zTqpia$+ln32bQeMF!=6~i&lJgx=QKXXwK5*B?}}l;c_?&Kq^re1vj@<_ujx0hmg!3 zDM(3J3M?UqrfJnVl;&c%vf?HodL2PRl${H*fFN9V;R+}jg_zYWvYG`QblQaH-jP-k zfK!b+;Z@Ymij)Mv2?@*SHVI7=;`Sx8Vw-$)=HcI&?QVKmccsZylbO=sJX*!Rz-aNn~^ zT+9iW6K#8Z0d0E&#iG3m9Y#~HN{<+_zJk@m0m4StO1bS|JT}ETHcy(=h7%b=LriNW z#@$L%r7ODk1v?GE@x|s`*i1)M$=cG%Z4Q{suXhO?z&#Q#)(yMwwiMCp`F>+=q*c`& z#HbbVqN%jDMfOszQOez5k8UvN^zC{Uq9v=k`iTMTav2XM0LDcIi_)4gE1e_-q_8-F zP%Oplpj@ydyB%XxQtB*JsqaWj)cI*iJZDgV9ZPrHQBKy?rB-p}<>6ENV6vQj+1_T~-$HI8#tP`hLPYhb*i;_8E)h-n-sAjQGeKg6D7UNDb znK#v?T1u4C_DWT;8=iK##+5{cVaBiy!U4$gxYc9E@QP|^>4*wifL7KZYIBjfBkYsP zJge6#4TwdkDsmlzkEONR`w?KVaeLWUu;p&Oq(`bnlF|#>Tc${RP$U&P-Rud!&g~o9 zs`kWrSuV92SX^bIORo)KO-fU1aCd@iZMf)-y@MW2WlTs3sZpmif$O>wmq`62TkRtP zrBT!%C4BB&c$9(;M2xc+i$xxfT9PCb6RZLO-~)mS<=xcLZJSG{H2}kAptQ|WQg|*r zhZ<53Swg@f{wJ>-^1n@{w=6@g(;KI)-jW?}W?loZ?w?^u!^rU=O=u#QIoS<`YFu!F z6Ug%kJ^i=DHPM#0qLY_i z(&*7Bgo=`qH7H-=+*%Qww>c~&RLY{uIu3@)!AJ`Esa3%7NEp)*+{Z!Vi7iUf@F;cG z28AgG{T(}83+zgVZ$0s8q0;MApv!TpRM|{}bw!jG1+U2(k#u;2ZtOl{T!=2Zm3lNc zAd5zRU_wxBzc6kuxFW}@*2R-+RXDWdB~PfZS27#Ohyv>6sdCan)3g@EA7QiWWkq@? zlt*->_LmhER+-?(l=)L-Be6-iORC(RiQk>Z*p))f6*)57XEH^n$yvE|;!2b z_w=zrp`=hf#(cp5gUn^f2(Cp{6u=O)fNb|;!((bVKpVzz?~O;Ez<5-JE<#+=8>po= zJ8lE1xVL%J)yp2tr&MCcL&|`MqNz78vhJqOVFYSP_MA~8((@Ayxaw&0-Ah|ITTe`$ z%_IVC-ErTHAZAq3=9RTRT^;+5CY!P^^}b2)CkY>;=?PT{LEu8};b2*{dJ<4mnK z=^v{8^(NF=B#uUJP0Qiq~-=IskK@SGcgbVQIgjJYJd2svaR{ruZRsVA@$*r&v&7$q}bx!qRB&yivM z{GroYCZ(2ew*{y6mcli6RE@Wb1NnO@R0$NioAfD$$AeO6sj=K0Xmm$<+rNGx$$?&u zqV)D=RH8#8O!yBa;KjKci;yL?^{du~T> zJWa_trAVl*EfT)JK4=abig$qHx8|K!0cUHQZEI|Cpo3K^UOASv+oj02i!@4QRKyTe zm(<{rI08sgM(j!kEbuDgQc{X-QWRjjsZ2V;8bpI_%8JNOupbObD3+JJ*=@?C%CT1k zXj74$Ncmb+3De#+C%+Nv6pf_P7eyE<* z_lphErcz|E_N6%vMKQnD9`c1&Tka><+X-mx%`46q%NH$X9LSnM&RN8{=Z3-Z1 zu{(udYwz7wp2l#?FA9Y7P;NSu7GxomI~jZIb+@S(_TLa{F>=je?>~bz%3O&gsHH2r zCC`;`2BZt}xVO6!r>I1Q6wE@1KXf>M%l`m-SXrW~DRoK;EUn=t$B0Pu@oS%3pj8%O zX8KD~%1;emcAZZ*W4I2c&W~-zJ*DLuN?ugVgPd1QeQ45RPtyA;9Z9&{0oAQ0*sN4( z(%q*r%}w$qw`9bY+O?)yIR?ob)Ca1rcG&eQsJsBFBDqvFC@`VwlWP z4xPYy6sc{6ncjM~95=t@z#3FR=7n3caxQE1OvjlhX+fsXs5htAX>J9yuhCZDW-PHY z9Xm5KA_YZ?r8UJiU6AZ20@<>6D^qLPAa&_b@WsZta*hg_M1l5_ADdmhGe)H4)hq;6 z%kGb~fvmOc!0&L}GlX>+*{Yd3Lp3*?C}CwPeNkIkDII3kAQ8UgVrz9dRYn3IiA$-Z zB!TAcmS0ZR77HC--yAq%4Ci3^y*gBE<3m$hB?U-*3FJakeP|XO$49#rL6@V;l(R#g zq)PQY8CE(T1ab|y4wZKUW48ERbkb%6GMtQCMUC|+S@;%=^F=JA)C3D$DG4_G>34Cs zfJ@#bdSWF!t(u({TW+XbN-I)A!932LLge47#P5YNsySve$dg8LWhzR}m(rUpvXgIJ z1ZhyeF>CF%_Qcsw)F3hD751Du&j>LfBNZo;O_d}}oSlObO0BWOkT@~&gsZ2?oheCN#bO@oKQ<2IVGN+(X`BpcbE?t9 z)e17$mfn!3TZW=_f%DoYS8nMfjqhvX)su5nDx_y%)Etjupg2!-0Xy6(`yqGh=z>o! zjm?0Fs(Q^?(L^-Q92)0L?ymYU*Ao3vd z0PSy7l1RkIGfg^7rBgGFHcSaZ$>XO}YCV9I?t4c*e1;epDbLlVAww`hyYL|@2cFhz z#?0!O)g=h6E}f)e2YUqvQPCM7M`V=94A2TEOifaEvNU|IDK)hF7ci1lgn zDT>unr$So_R+PBfmXJ?pK7GUk-G*6*FU3Se%8My;Ag#R$ZOJCi->j7=Ci~jg7x||Y zs4lsdALB#w$0IAE^*VblA*WOIQ~^p)W$vErPKyvxRHTFW6iG?^s(eY^ixA$C2rEQT z0v42o>;xzdN=mK3k_JtjIBuawm`Qq8fd@tjd)&a{mAhWNmCqS5$y?6BX#xIf-;VN6Zl( zQ1w*Qg43UEzWhlP{N&rqc_k7S@8y!}QtDs-0Hn3Tyh*s~BOCm}iiK%Rs>E*h;UU5A zLXdHqDe)SVJlae;g9Ke#(6&|&Wyaw4Z*J3v4xE@&7JJ*+zcSb6UNlilI&m{8=BpBJ zF-p&ZflGS0hjiIVlS*!lU!p0dQTaC9RWsnWi*$ zq<&hFSZ|={>?t6nW3y}b_2V@y^vOhK1n3SdT@AT4NZaa_-3uN3v7DAOd}q>^X+D&W zq5*C8T2TYEDYJX~4~7+}rJ$?Cv4sTY8~}He5(zuS_87{WD@d%B&yW&MylG4RkX9A? zNZv_>b^L`*oU}OG38TAX$Ma<>R6?()1=inzBzR(#=!R))aWi2~bs(J!L#PQ@?XU;$ z#pYA=@gy-<$?rv31wbLSHn2L#x2y)&JiIX8ll<9u{7VtsWg_ZBk&yWIlmfBu#H6A` zgoG(X>~n5JgV304>1t|pgw#{0ov8qhs#3ZZj#%Pjs0BpJVgAJ~LYMyO7?8)M6px9b zQ)73nv|sz=;{O0s%lRU#^3w^)RJj)2O%gT%?X;;0#+&r*u@n*!@WT@34d`vNcbVycPMXgCyy++3cF-Vo5!T0VFBMM~nQ{{WMCMz)xW%VW|{QrK_h zBunC`{(~tgzBR4vrkk}ITh`TbJky4g?Kl4bcMaOfln5k;BW7B+ z#!{53b7Rr@8jQ(LB~6@%+&`ieoBNI{RaDTNH1d>@y^`FC9#GQsw7G~9)SOA!po8nq z7sadji{(_Nqc8m#apI*X^-5B4J|1t*&QA?JQKkeaTGE0VMZY{*L-nzOSk2Wq{AR^6 zJ4gJ~CgU=p_bczjCDQB2Hj(BnC$G+=0#A*x358XN{{YN3A+5plZvzRfRCOu^MQLr} zLzW|me&RPpy}FDRn?v)nyoy|abt$+Ncciqg?I%@-f`%Eu&Ge})siw0auDi%bn$uC! z`p&j*>?af-K}C8pl_sl2X?Z8r{Iz|#geg~vu0JOnGAU|qr!}%v+>eSvD>Wy zBi@`yh2`n_&$h)!D$S1C)un4brpbxvf_$Et!PmiK^~#fZF_IA=YD`)9(-rmu2P`RWVqo= zXq+5Np-L?TU9^G#(Wst%E?Z-DXF68uuuU>zGTae32OTk^mW=fSaJAT;Al~*C7dPz2 zjJ+2-wL+ySB|B6w{{Y>xXuL|JRM1ke0o|7%1Y+fKyDn2kO-3rv78Hh~I2%E?F0EGa zINL6{9VPg}0vI76$y{|5-FDq&Nww2s$lu2b>9sSK8}r0g*`zTbmXxNV8(!BTJr!vu znE(Q84ldN(q-#{R^K$bYCZ`Q-@eHTjdPby;tWs04Nd#%IBXCAE>L{tFtLx_{f?whX z#yK)wCuxruag~qwk>hBn#jZzcYj2@)oRG_fZ2VhtY)VKZCf$VdKW;Zm%rymo8Kte{ z0BpC|C|L)6?4niezAx3Bs}2JUy;`q9g2`n}wy5;gSRjzKCt@w?gY3fUyR=H8lHBa@ z``Ud&=+&gC0bzR)w^sN{RW6T|Y!XKGFUSGrVVZdpsvohI6}$p`g`$AE^+H5~>(Zn| zPYk8B#zEZd2CMZ84-0LDkFd;`(-|B_WHs^3xvhU3;7{brG$}r{$tJ*_yIfePi$~kh7VFjYL@I4}FQSUmT?RF_1BqK& zbnUn)0>t=j*S{=RGXqo?)R$n*D`_eu8vx{W4Z%S?(su+NUKX>$-cgAx1y^bbl(A(L zQ&D?Z*b}e5c0J$>`!GZhvrFmIZ{bWWlpfTt%dGQxvOFYhds|Lo83c{T!2=T zmTStgO_qjQ0R2?}tKWWh-|p(oE9)Ge%~1)G<;zhTxOm4RwK12{gvNE!5(U)t_Uhy@ z0q2v%bTdkX65i!XNnbv|PCHFLhveR$nHZNfn&KEr!Eu>sZ-UVyqNRa#6l%5kf%3XH z!XGIMLa8na=K=bglGEso1~R0GniN;WEPP)NR*e_mo}I6bG_o-vcKo1u6Aj+(L)Iz?=&hlBW@jN`*okp(-rdEIt7N#@s1Yk3Ggci&CgYoT<#r zbV*qyZWUaplfJ9--?tudq7nWh`mPa!i3jNJj|YG7#U?^cyJY_WclgIU6k^2T{cenB zOp{QMsWTp1&MTUfdbDmm@9P&Bzg{PNCjuU-0j=nkDlqz#)SD>ay2&PlJhP!bh@5)Haii_5x6|N z`gTvw#6nDYB~x1B@R@l^32_IQLzl3>VzvtE$3-mA7!>~G{Nm&(X+cPCzsz)fx{bZK z^lyHwDfFy_8?KEz*buL|Sj*E$1Eo%>Aos^7?!O(;Oa)8GLs;HSxuGT71$7k}Q`EG#2Bb$%vARb{UC-1g6q@$_j z8yjBuS}Ttl0`|5nIW`xcW_o003#C#}Rr#suAF(*Ev5x-UfKtI12->+hDbNM#52q3p! z;{oh8x$MRS+pB)OdJf#T!2}B1V|!y0%J&wx@5iLwTkVZx0&qbXJ!81Rj8;!8ZG#9@ zd+^M!b}T>1r8di1kDp62O+Vfkw`Q491zI$DnMGAaFo5$DTrq+fDq2!(RsyYYK@Kp6o>E>(aTiO44g@4^ajYI&Y)CIB zAq$-1E?}p%MrIJ6>2{o%95#b#SDcbU)RX`Kvp`J0Hc=#7+tqAQ>!^h~WkHtV%x)r8 z#(pf86sKBI15%39>S{L^-1g(B=J-OaigQfL^H-Rf9%bDHR&gj^k!x7)E^bD^_KZ*` zLS?$yZex%UE>f)Gn|W=85O?9A+z>1k($#a+k&i{As%fO4%$!J9^Q%yMxy*U6lp=ar zom@SC+)SmJ5m;f$HesBY!5}uog$FqSa01CT9IOw3#a6#ds=rdH$9Af{5?)i!v!hB9 z;(+O)R|IWf1<2=cZH#96c-31dTBp_>e1%3y+;ok)0BI>H>1rEqd*dlJ_t8E~NsY;3 zL|{_#A8(1IT#fB;1;GIF#su-CDJPk-QWOj1l;W|q@VVOLUin%n(Q~CLsHDpYNY=%H za2Y@`zNX7vfrj~ca%o6knAa-tW478-+fvURwDdqWR**;vy|j^GYvGMXv6-BXS~SW< zU6&eC9}658ZhH-nS5XJsgwQH9nMp`x3@vsal8{?iHs4}MKI}AcaGGr|Hiw#W#11L} z^^M5ZHy%539PqU_vsKmuRVWFT*pg0GBMOGx`9`%ylhJM1%K)iFuu#HtI~_!|vTJ7v zSdB%fzZw-=F35};8p2f>4mMS=ASomfeTMhFg~lFcDm6Z-0T5L4Avx(VnVWDuIRaVg;a@CRo+V;W5hV~gpO3ao!1f+)Q>~Y+?ex%niszy;RQa# z@8OA#(K8Hq$&*W;ImpTyn_Dk&*;0E&imW@zh6>F-y7_e#N)-;O>z3By!HDr4XLF}f z{OfmOx@nOpj&b2Xm~wN9Rlz7xjHP&{=vRrpE~Su)w3W$FQ~lK?ehDFMs5(-1h>!kd z2mva_k*Q-4^~6TuH!`sBeKk2wvQ3C-@In0DVM)J%IL+MIS8NugmLEaniA)BTeYPk+ zW+65+jCpR=DX-A;7Zh37187r=?^1=9RC{rzC4QwUZf~+Aau26YqfUgCJr*@d zr!^&&IK5z~brld)kH50`=F_S9o&XL$*qG4WF58JNNMgnYnuuFW$5l* zN5u2@lZZ*trfTuf)Fo-y3m4sIeb`%sAvfr~6v9^`YUQ3KX&neYF?#-E!i2vXaOCbUT>g>)#7%vcxpUlF2bnzWix zr^~1rv2>{mO4FrURn#3um7}Yb@7K22*_JbnQUt}qnNyaSO1NrJyUT4i*f<4_!0xoB z=H9LpMEyHPN+*^Z!PNPvYI9_p4Ux(E3VKF4L$qwzx#(F$^L{X{EZUx2m3VU}(d7Yk zprK7_J(_n4{ZWe$&QPl8;AZL#DzudJOUZA6ARe=Ebd&8)EKJral{lfO^QoDIfRH#& z$3%^~%9CK_{n)Nfr_iL`QnJ*_dx->>X)o(YJg!-Dmx5GIG!Zyy1buXruX;#+z21pQ zF@~keO8YsAC{Wa(U+3o&sq|d8QjVxOS2jNZhXR7=)j`FMy<4d|Ppy8`^5=Wvty}V5 z+!j^oT&(+yC!E?dsc-?_f(5;|IL*wi+?AH-b=WiA8wj#Niz5F3nCCP4Sd$Yl=M1Fs zTbPNAwwr{eNKs9`s`>j8ZH1GeB}GVT-&PVWDV2>VDjzpd3PO*0DfVMcdn-zx zQBvz-ua;-5Su1fUb}Qr$km*Ufzex5BH=mlKNkcBO%Ei-XQgo`se4uT=e=YFuFV-fQ z;6SQ6v^)>=Vur#<9Q7oN9}Hb0u77MvDhKZX&N8@lV$?1;Mujeyu2H)U_>@nAZ_FMs z%BvYFvr8J&UzAbSvl#$*f;s*8(+UMbAz6Po)6|uxNlMU_9VeNxtU(>v>y5hPc?wLd zwpy~TsT5a3Nm%VM*K~O4vG2sjDGW&~mq&e{IA7%&kkgUYv)+{*B=>@&jgh3LBw?wR zq6W180EqjtcaK-y^@{Gz)cD z-wu}#FjeESw{vYGWUE_+RE(ya+vM?esRVv;vFg4o)pe>f;yqG@6{iUz&nQ@)pbC*= ze!Ffv@U<~$>q+yxlF3jfrRMRMe$GH2vl5l1bWG(1CSXdo_d)R@F(hdUluQauD;>&D z!C&_tRG!VP2C3DCDT-(dA-SytAXsxk(u22Rg@q~ zNhouk);=Q>sntqjbc93{IZ>fFY`AVk3uyTc+V$c#lnjov2SlKc|EL^OHuqJr1AHgkGr`d@l}4GF{+1| zJsKo=BE?B?goA!v6>Zzh97D`>O1vh7hbZht)#^xQLE$U&w53V*0-SWVBvLAH%|5Y9 z)Y{TiW338y_XF}^l0Y4awYtE>Dn3bs%d3%28 zvu)c?uGFg3gi|vHUzs7+K;gx|emsY1ayhsX+Dl6B z15i*t)8U0afUU=ncv2XilUi3xAqVHPAFDN>5|je#H@ShEj=gN4`iuWk8?fosRg`PLrdYmQv7z zz_H>APnp~zawJNpBuIknDvV-xQ>-D~`xkJR5POZixR)C_O^WXod3GXHIhax%VEyXC znHer35Qp1=0y>gGIvz`eAI&7(evTe9l4x$SmzF4S-%@ue`J*}A;hVYKWPB+-UEhl~;Pm7qn{{T6%?2)0_af@mj zEG5tPIAi_%V5!s;BUC9cg}zWhLx=T{q5bSpRg~xr0m08Sbaj%Mk0$55Z+~GJB2%)% zk190W$u1g`>dKEH$CzJ*)2Mq#w;UQha>L9j<_DWbNAyYrUYRoz{{VGE%U>spWSXog zNi9D$)TgobP~v~Mp@?l!^8BZMG5Si9erRyMOS~oBK{I%+S~h)Yp_5OIK>CtsnQ5iAbbW zl66PU(-q-KV13SvNK90q%a#+*{=8xe(e-i-loiBGPx%O;Lz_o|5lHlnRgr5J=0(&! z#dw1np_Jx4q|Fc;Qbm&SV^8;NN4(>xDm`!~Lh~bXM`QH1Pu~7Cs-IFFCu30_PicbN zC*B{&XK6VJMi)rpM}Q6ShNRS1qAX13u@o5drZ9N?mC@6|Za$*Wm zWkjeo=>`;%EK-u8tsvgSUiLmXoii#5$^|B`k^ISrEYfAfmV`FQN>Y~8lq{30F5fZfl#Jb*5mgbS97PA@BN9L3P_G2MhBo!4Q zK|hxln}T_~XQ?!+{{Yj@#x*^MCv`s(VFeE&)2I@pp^W23p6hPvgBpC6+0yo_6#;dN zl-vvM3B7^bSZEY{+m_@(lwYS*TAqa_yB(&Tafu~IVvZAP97Kzab{c>hugopX)jGs_ zQ>5gXvDD#86#JD>`db$lR-J{%Y1nn#ZHc~5E52baZ89@1=v-ttnGdxGtxILC(oh;u3iXO_a7~66M#xm9t*LIym9uIH(-e(B4P*jI?6?P>-0{Atnqwj4 zzFLDlaoP!!DNK~DSHB`GqMat&jrZHOR$EOUIM7|G(JHbSVTF+EZIuGi=VFi$pbu#V z__Y((wVv{hSp=#0Yv>Oc(5KQ1qI^g$b|vz?@fHMs)JCDeq(!Glk1{;TWxKT8$w@+1 zgry)2BpVQIV5=Sb1{A7|L1Bj~vf!>#7*>Gvi3wT}a1&rq(Xm#mX*}<4yk38qPazDj z?55V0CfrRSD%fmPt7=z`$;Usc$c)VA5@>Z;mR-u7{2sX8@P8YuVyzDla#sB~nHmDpWD0U>+o%+u9!%A!iBt>!h zjM~$zBBlAAC_`i;6;fEy=q%h`P$ESDuy z5D09atEe@zU|i~i=l=joS?qnKO2jfHDY3R`H}$qTmUpUC+oH~=Gf{4;s)UqCV?v!; zVkI}awK=(3?_vjL{a9(0DIz@vn&mcy3a({bRF?Z;!p`;yC;ZZM*;=;V`|Y%>>6Klo z#8qma7gV%v^GM|X09kPs`CXuM@x=hDLq#m~wUM)Dqt9TACg{S6 z0$Nmad+W1mZO4dnc#oPP!Hry=iZiA~J*SiqyWdK0VZUE-!i~Z07;Djv93T{^izz3O z9r%p6ZaB*1Fxr&T1>6JV4%6L?)n;M&X(>oaF3}UatDZfv+fX*=@ej-%veC`?+6(hjA#hC%EAT>YmU(lP-ZnC!kx zV~F`OBD8>H6})@yt-io8K^Akh$hU?u==ESx81q)#h6p1u{{WGX4f$>lZZOr?-H!04E)?m23Y1>KW(%0J(;l{uBk~dP2-NiG9~wNlvk1q6NZGLA{f88=Q7^Jjt@(Aboo9jU5#_o>bx& zpF1_qTJqhVwt|Ypw(}b^a+H^vVnbvhsSOrxqCY2lC^$zlPTO-EVtshm1og z2}k(EWZ7P=hze_>Iddw%hb&Emv?{9P#_IA>!9qeQ@gpT6YXwDXH|g(m*bY|1N@i@U z0<}kWT%v{PaXxBFn(kGtxaG|9#!@A!SiC!20GSU);+-HoiK_{eCH5GE{Y9#&hDDskhGFbu6d9! z?qt|iB|6nw1uCGWx}`10TQT2F)RH%_Hvkd8J-6p|^&dvTsXJF(2bp?PrB1aYhVx}* zIzVknvdH9gk!`Qlj?_+=z|8r0e523l8bY;&DL6wN{4+ekVRnU+R}rK*g}B0GUg_eh z$4_;L7xrVoxvZ@m7^^Lj(pyqBEA>F-iO|z6=nqYeNRK(EdNzunw;3rr^Z_bQE$#*( zPpHSxg|yPp<0n#?U6XP;w)==1;e({t-3oi_bJE4S^NUfUl{k`xsV4b5WE##1ef9($ z(Gm`8tf|sMTY9!L3zmGKya9y7~5A_D^9>3{Bp{CAu}?x+)Co(2`>QQbT5ucJMh^_K{XhQ zPeqvtORGTyA60fI!uRYq!*iUx)=rGWmLx)uf%#@qrq-VE&fjJlH(Se9#)C$!8S)ck zvr}j&kJI(PyfLa5r)kp2oF=DMEXNF3i|@pd6^gl2NJQY{eU9QX$ogoYRvx2Cbqr6T zPN$gn;K+pM0YdgFvI!O!>bkM1YM6zm&GSTQKmeg0w9f^?k;ny*HG6I`)K!=Gv8;&U zY$ybyfTXFU4%;Z5U8jCq4%{y^Dl%FzmilSySpmi*v;7%lb2eDeM`eLM_+;sh%34iz zF>PfRZR!QU{VD^$ZRs&#@pNk}Kz zq~E)*V`<9Ob!cv@NvOI{NgNkhdi_A@P4D6{KDUx(L1h!@QUyC&w-KMz!-VqE+KDN- z*p2Z|uf(XNgIdarR0@4(+8j3$e>nqhXv3(Pp|p&?(p1!vZFfqz3)}Z>h{>H^iLWUI zLvd_?$SAPnr?gI~0Lq|`OE#y?N83GE^%HA$vcq@E#1W$hp|{`NzF-^RT z2`#Z;5zw*W-Z8Pd&RwcU2%jZ$!Q|JQAtgQ>M=$QghGo-Xp!t<&Fvo3OA2X0zS`<41 z9w%=Dit)(|KCN_$n==7BH+wF_>iWQUkTDthMQ)mqmf4h+&CQu#5x)YHvBl!Lh$Kr) znt}l2iJFirfz!5(`^br zp@eEQPqj`eCS1^UI6}Hy2HZ=&dok5jS0KFEN&{gEBbKrIo+rS{c|xk%Z9k+#i9Y~3erKT zjO&3{TVYNz;T@o)+Wx`q-w>*`c}*|O^Hn99vqae~RpO<&7wklqz(arzvXFbu7O>t@ zmav*lUVdGWJys`>{A>0CtB^bfD*lzEWT&(;@h5QyrNQPLLlPA-TEe8O5zivym>Kft z4uy80qNLN7`>}}9VoP*ONxv{JWm~vnbt1hM^%;jqZw+^l>%WX zDM|e4bGU*}i$(K3kyPIj0=T54{^Z#Hpkt`E#ZVwFD^%>l+PY1qE2)hAhx(^3m41rO z7L3A%=ZI4&N`oZ-0GOECSabXKzlg;aHAbsWlHwbN;#yYfj<8gL@4wrNJu@;?YA{T7 zD^nxai9NA0DYsRW3Y*2VsVCE+QzigM-b#Xp?Zo{7jR{&(RKN`JrpUI8hS!`qE3KhF>ck{O1-=H;dAmSjcN0!RgAjg zy;(HJyyhwI2w5Z!Q-IOlaKu#oGp2mtM&m2q3)%et?>i+-) zA!6Z0CL&fWO|BG9q2N9Ea%~N4lnc0o$XWP+<6zD# zdAl#SFGAm)DxWPU;#Ri`n+NKwi;oMOS2%gfl{J#Oka5mwZRu$!c{l0{Hz51_@nS}K zTxSB~2byb=ntC$S+Wx9fH2ZaU98Z@1SIzWu4s0i(t$U=l*$CI#jbI>~-;qf?h$C!v zT|~kHRUu&-$O?4wRfyVpR zkgZ+{Hyu~RcE)Ld+EpGz$JiT`sRXPJ&X_xUjxuG4^qF3dOs80v6zM>5hf6aX=VFB< zsCT6DJEd0TuA;hQt*O`*88oRxY6#ZoN)KYJ4@a>{?g|{#b(Ke0l=o#7wzedYayK3a zBJLh3pD#kK8in?U97e83t=d?sdP|0x5!jOZC)F{!Aotu7g$~=>yBV&1Y`lcUmd(O$ zxU-VBlzRePKqbaKzttsw4V5A7kmc$m#On5ojo5|vGy+V_uB zePOo<<`VL5gr6UF80E^PA23Z+IdQ3Q>YLsx>ji7KTWbj@ba$mkzSx6ZmqL)~eL|I2 zU?)f}HXC^W^=>yF7_3%kxqd?lc9Q&f=}FbVT8fgB+5(lSC%pt5HmW+Ah_O(7lpV)V z#BNg^g`$$J9ED(<;O$D))DTGY(bC(X(w|b2xU{y`m1!x~tN#FXHpWWHv{fLfP-B#V za!}jk`@(U~n$FXy(b|tvqZ+Fz8Vk%#E-VhsE&`+9bL}|Xn&wukCA2#lw@FFa1*epj z$5!ZVTYFM5oG7&1r4q78)KUQ?a4daVAC!pzVV69S`P2_EUi-&E7r0qZF1X2lBz7e< z;3DBJI-Y&$Ha~6^JCbQEIJGrCV=XHG02H;7l%CL3okPO*?!pwup|bZ3W?F<*+z{ei zD7o%hR4?zt*tHgVC{}Tn>KhiapIA}-A##4)D?8e7y3ke*)TBQR{+<~{Jk>PG6IIq( z@gn2S5mabYn6IU|8I~IeR>>=MAgK0Pce(H*7_TQ%y-ChRtMTJq5P*)Y$(#}5hQ9iQ! \ No newline at end of file diff --git a/doc/tutorials/gpu/table_of_content_gpu/images/gpu-basics-similarity.png b/doc/tutorials/gpu/table_of_content_gpu/images/gpu-basics-similarity.png new file mode 100644 index 0000000000000000000000000000000000000000..3d6cca4bfbaa26e6bb710e1f79770ba49ef50fdb GIT binary patch literal 5764 zcmV-~7JKQ5P)}OES>9zpW006uIFE1yaz1sk*0P;&af{&ZU<^KSi z0K&q-022TJlK|eUhU@F=08;?=EFu7m0N>uS=7wkhg8%?b0NVM=U|>&{{Tb)u&|!-%&GSr765zz*~FRMo_pQ!!Zb80^ZV5AT1EgQ0OWaI&ef*c zypz@8&j33B;+%T#-?#vD0P{XDH#|Vn($m}9t(&U301E)l-K?6Leev(Y`1s4}n0d9e zqxupJ^8eca8vy8$aqDzi0RI4ad3^EKvh_77=C+Z~&!OAf+sy2^f`WqpGyv*(UhHdA z_qLkQ;<5K69MRmY>V|3DvyAUiJ^*Y00K@U8I zdX5020F0%)@NQWD|JeNe{O{bg0P6q%vjF-H3gha$Cnq2r92m^ZpW)4;^Y+l~?84!z zh4-6-=H}+%p?&#$XtJ`F@M=`2r>E+EW95Qnyu7NcteZ?sOYLJ#m6elPT1noae)~i@ z^gAu_Q9qlTob>L=@MBK-BOCQHC;D|`b#-<37ZS_OvjE%x0LuXJ$)(+;02v$OJEO8At0@l`_ZUP=07RPd^c^76&?=EC|cB;tN?d}Yz#ul!Cz;;@U<&Y|$ruGq<)>Tp;1!lRd$nTd&tuCA>N3<|xynfCU{mzR1z zL`&Ain&RTLaeRhXS4rNcfy~Uj;o7d@-?Qt9Y$+-&_bDHAf{0vOTKJ@j{4*=>^T`0@ z0Q0_`&+ukZ)ytmTxR3cC82J_v`cy{yNj-6KX;Du{ z?o~qT>Am=!g!2FBc!Y>VLqhs+UiRC${5&)IgKpNqmV=U@-zN()00001VoOIvZXyp+ z7XSbN32;bRa{vGi!~g&e!~vBn4jTXf6CFuJK~#9!?N|?-6xDrynVvg=ZD-qY=9n9p zX-n8nVNL_1o4HPknT<*IrWd_P@@~V8n^^-4&7=W$(?%hjv7GfRF6y0$o`yeNZp&gA zVsZrJ3__z0YBixbTcgA#RxuUW%S1!U)w~QPsTKi1j&>z zGDjB*1(B1rpdc!NjF7==DksJ*o=lZ(Lvk>7B-4;oTM}3mW8c>L4TRV{c6`B<$R>f0 zgMJl`ENK|Cs${DwGG*kEv-<@U1aJt<2?EE7mW}VW$kE|MdDG-oxxe3wLl4V4IF5CN z;QBgJ@)pnQc^OYtn1ZbHN+DqQ0N7yWZJF1-ya)3<22Uk>OZ_@0%Y4A-GJx2WBMt{g zbZkN8WL1otmdV|Q$-$tx)nhu=M3>F(sz3m|Ez)T09&u8s`JT zJinij^B`?aWJZrw@KqVhFUA=nU(B-_=gXEzxB2CAY6C~o`oW{hOU0fpr_xezx4gmh+9zHwyoo~4P32b;id zN`N%pqJqN;FDZ%%3R^&)s7QgO=%ymWMWBNbC9(qUq_CU}AX0#IS+OjM5p7FD9@VP= znIfnH5;)jdMj0Db4TOElF?Mt|C$RWzy^Iz;8(Y zS>HFnxZtrKsFTLY7N=WGuV`A@NoP|4hk=8sfzBz!KZE_s1?o2fP1FO% z(-DuEYp-QF8*`2<8=`Cx`=D3$iM{bY=K4Y6n&L^S=2?!%*x;9GT#(|(x|?VN%VA$; zVKX>~VuD@@dB+6(4f0k2I$6=O;*KX1T#?a55R8Qa?D?`;K$eAhh2@FI5k$5gImkX9 zp318vE=Zg#iacY9HaK)@zeWK|Sui@03P9Xvjry>S$zMGY zQ19;NL|+#rHjbuF6^Sd=y+GtF5*k=p0Ax6VVGG~~z->XU1ersgXnw)8SqL&D00j`= z@&M#Gf-TsPBp8mZLnwqUTL;79nSi%Rb_6lp^JpRQM|aP=4GwmE272mzDT?V!`TY2Dsht9@hlT3;oX8Abc+`?Fnp&#agn1q*faCQ zW|6Ppf&?9;=}X{&B;Gd)w#brH7GMJ8@eEzVioD7*Dz8FRS9qN%K#)*n5mx#Wcw{TLv2Bygb_!1jdIW&RP0$x^pUsl<` z4n&=}DV>pZ*{`QM&bYeBk^T6wlEJnNQ|C{eYAXiPXl0?OBEx$;xIo=A7)urzndsHj zepzQ3#c+7k-%sTWp+OI*d}WoUQI;C`8V9b~v=m76Or=2OD=;FqIFkEwEW=F&CNY6* zF_5sZGDA{!i|RD53XtrRcyC!oz~vo!CB|cTQI|O1h}!{%cz|Un3lQXvgc*tv6c|qN z3XBwIWoU3#L1Dyz$d`l605Hhjf$GP3z*Tr0h$2xp1zA3#V=9ML#h5B;5(d@bLApUb zD-#^khWZJDhC_|cFb$K2X3~amZ$n~b3PeUG>+>umS1d`j;1^N^joPJZ+9bA-N{+=W zWCrkNqPmD#lZYRlnqg}+`cp1o#)r5MWuT$korglk!UU;*eMnTuF8~ z&X9NkoI;>_dCSfV6xR#lkY}L6Sp-sz2j65$1)FsQPez=haVpKcSQR3(Z#bT7 zjLIN``WjObOvn`&8wy=dHC4@_-5R6$lHsX_uD&&{??FxPNGc>C2ISxp6ygG{)(rzB zt_qF{CnD!(HA6G&O^~b#MYo1j8`R5Dk)&xV;MbG>la~cYqME0|*<&f3K#F~nrl=0d zQ4BgFUGpL*N(%UmIC}9~;Ik?F498RX+9Ehx&Vyh{@K()kMBFX%4KLW$%3iL~WEGxREiWvL`=ZVB`s8Yd{ z!EZpEF-7q3iV5l@djZQM#6rR|q3OT0{)Z+q}faGia zfdocTK!GTU{e(5Dq$vucio{RqhDDT)*I_EHVuuN>rf;;Mvf18$tpctjNo@fNRDJ!512FFUW#>nT9*4b|==FVx=B>jIRhB?_b zPuBudK&tjD2GkvkfjzZ?%J2r`Lz3q7o2EjtCdM*6FaV1Mds9pw48T`C-uczwe%R3q zZwjHtq<#N-(qFuLg6KC-L4AK% zxol#n@;Co92K(*rJRMFP9sBDOxWD)G=OzyJs_;AC9>x9r%dQG1lKy-Y_x+ch-+K4_ zmQ_yZ)<2AQ-^wNzi0ppm_LX{Hs(GBVxaWd9&idwRwk;cr!r`9S>04D&LtSp|>T>VO zGeF#Gw)S>#-ND{njlaK6*#F8Y>T`j+DC7kHz{r=k>H?ORFnkYG}24PV(&-_)=dL8jrP)BxvOV<*8DL2s&bKPvi&cXII3p*OJZa6ql&gE*UrruO? zb;F>0Zu%T6&BI> zE9K71z!_r2Y_bw=YAeo|(o=TNiO-eLjk0rkbIF#>JU6WMHEmCKWp=^Ei!thJ+(0=BYwexeVOdlfAlxZdiR1@IK2d3JNuLw$U=)!}8k23s4mZpVBtnW7 zCPoI``lZ$v+memFP47q^gp*YO98fE%Il!H;JkUrqz1CN%?m9QU8iuQ-qbA_w(UE7; zZY=Xo*X_w1+_W9KD$#p8Qx*4UrYo82?QC|3GF398$Bm+NOJ)ef|9n$O)p_2W_S`w) zrUysXq}G)C8Y{J?Vk~lp8oJZaYE0)coh!rCz(7|Nm9`y-!l7-6j&eg=kc2A5et(!n6YV7vR17&CzG4kuWy98Q#O~~ zw|g&nTrzVeeII?L5AxpKeaR*8U!O5^CT)|Uy=3fYnf%P0`S?33XNlW*??rEy*5rD6 z*VJ1V4WG52eA|?6o-y!va`fdK{Kng+&DD#d^N7E1o7{zN_!OZKZPCqC`s=u3TGMv@#60XA>>a|IFvL zBaP#KC2-3>`SDxbH=6g8Sm=Iqb?XL`WU8~1jwhZ;k8|H_`_-%WG;gYA606sav^R(D_VS`?Z>c$5n^%fuOJRC- zu_L*;w3^~pI(j>*okLNW+Ev`SJ~2|Ne^V-Fs$(*$LH#`Cv8I8+WXnjIbTpTT&(!Bi zPo{B7l!cNqv)6@^dvm(Ey|nP*zJcvwVjwkTd$t1Sf2KLHIY~d;R2$lo$+m_L*Ue^T zq_69v7jjdby^U@dMQ)`AMR?PkYD=lFs{%FpQ6h}S#F=*Fb`=-FNgo4djN~?@I-9mH ze0gb$ad20KHA#}m3DJmV%G;F zw`HXLPp&=~f?^C6$yc3+t3wY{+;@-RelALb5~OQUcd;vWD;Ri{!+Gj@9?Ft zs+*4F2Fh*4cZR^w=+azgQ|i)mckvTx@_hv~_h>qbNcX^+OKa(BLn(}4bSRllhqbH1 zM6sH#)zaDSG@S0L`hDN^uJ3-~*!1aJUn#a-yl(5djUO3EJiYZm@mpJ;Ess3itsl?4 z{@V3VJhb6>!+ouDA1rQZoqOlDJNMuI#A_Rl7aw`(_9rgiaNo8Ee)jp|%dK+>Jy`ts z&ldN-dVA}khC?tvGplv~+`0Q(XZ7|z(YoQmhT|~n)sdGrKqvHmv-s2fu-_pv2k1XO z_30m>Pk!=8?;$U($6tT-{vTf7dT7s<*4A(Bx#6MK{dd0b^3OjH3l6>T$j`UTZN1@z z*&7~u!BY$a_g0?mp^c8`G(i( zhn#!-^`G8<{{y2hbN~5MpZ+cMzW4ptUHeyjW5x2N`(B#8bougq`<5?XzWAQmieJ|DQLbTWX%@ckN!Wd-vrNM!Wy*>mR!X%|E>3dmq@ne*$U61y|g*15H~s|HAzrm_Yi>O&8p< z<1kvXWYyvC?f)v!XC{CE=B_V3`PAVBXxXx9tNwJyO*eh$Lw`6C^jEih@yWluaKSXd zT{3OKg-_k~RNSw>@>?{8dW;mjEBW@GCoZJT(EdW5-txFIcr?8NmhMRSV|N zpMUs&p8#dSs%cA>)p3_CSu$5-p0000 OpenCV 2.0 + + *Author:* |Author_BernatG| + + This will give a good grasp on how to approach coding on the GPU module, once you already know how to handle the other modules. As a test case it will port the similarity methods from the tutorial :ref:`videoInputPSNRMSSIM` to the GPU. + + =============== ====================================================== + + .. |hVideoWrite| image:: images/gpu-basics-similarity.png + :height: 90pt + :width: 90pt .. raw:: latex \pagebreak + +.. toctree:: + :hidden: + + ../gpu-basics-similarity/gpu-basics-similarity diff --git a/doc/tutorials/highgui/table_of_content_highgui/images/video-write.png b/doc/tutorials/highgui/table_of_content_highgui/images/video-write.png new file mode 100644 index 0000000000000000000000000000000000000000..9413d80836cfdef73e6b8c2326ff48140a2badbc GIT binary patch literal 7400 zcmVP)YtB7$sL0XqQ<1Ox$e0cJuhlmPMe_gw0Neq@rCf6X0z4lotaeKQ zv;li$QTywD9sv>q0$h__DV=XEOfE7z0s;Xm0cKZI+@4}i_{lCI&MV1vDotgj6qCIwi7oIsyVaqIyoff=U6)0dhSO z0iy!at5AAeG|iG#Wm!`-3?(TA8yplFMJ_OdOdKl=1anL+TLJ=VLL-K8KwL&Hn{7jD z0RoI}OpH_`q-{F^Q~@*`1jdX^VoX0;ED5T2G-NXpRWcO=0%U_;KO-6*0|A5#3kw00 z0Re;oO(qMKU^E>W9YiS_qX7asDk5h*9gAKw0|9gL+;Br93Oq0{UrtE00RgmnLvK?* z%K-sXDloR2Q#=(bw314nWieAcHJofYm2f^H4GQJVY!ed{L;#2d9Y_EG010qNS#tmY4#WTe4#WYKD-Ig~02y>iL_t(|+O3-nd=q7w zz&pv120Cq1(xyu{ZF7s!OsTQ6i9LF2+MC!`5=d95Ay~vsMdPwZSSPmzEt^sbk^|ZG z0LAET7E`TQpe-B~y6m-EkL8rbMT#iwqAc>YexM#(P`up8I*fd|x zf1c-kKHr(<9PaNo_V@Q6UI4#6=*i*3=+$B233{WS=wD#uKaxrE4gRBk_#QmFfS;xb zd~zHAi@;C%i5!|@C=dq3haS)?9|(T#Qxg15^n@Z5#6x^N$)On%Ge|cU{K8F==*O)n z@ILwq2=jjg3(Dc6c6WAffuq8I5jjov6ocV}|DV91W&1?$)pi?6lBaADIZZSPe1-HKp_f5ni#uL1UiJ<4WCff@IfiP^o2 zu1*KC+vfApw%$eU*)>LIpk(PZhCb{ezCvS$>F({F0EIv5?C$9X-?sJk_O_Erm*brc zDeT71$dJ_6QCLrWHTa`NizcS`*nBhK4(R1Sc22i`1qR)YYev!}_mW zV}|KmbafRhE=|)Eu-&#ry{lGrlNg!;lO)eYE|~$=>%(%eC!9^?oZC>&;N80Y>h#VY z%=LkxZMM$l$nETZD2` zwpH$w*Q2#2NrCKBFm*UBjyzz4C^EJ}Oo6E>oHRl0ZqRq7ZzZHmH*jrk3beOHM6l0I zlA=2^%3yukf`k4ZjYF?@IP@L`Q&YTvSAW!F<1=++C1Zo9;ASazN)tt}J}q&8vW_t3 zUI$Duw(cG`n0h5FF(LvO-jjpfV)-D!?3rMPEOmmf={@jIuarVyjg#Ol-4QVEN}n56 znFcs~6zTEt1uLnjPe`$DcSd#cNRx$!_j0f|{PKJicqIkgNCfDIeD2S0T;Yp!W`Z$U zp)7i2YYfH>!}6lg);JW>mkbPsMquB{&%gNi&E2DS{QL}MBN@>J#HHnpodE`YJ+d{{ zJM__Lm~cc}!NINrMhl2d9Pxer)YiER*N%?=cscE3cyO{eNHz@V&V|8xS<-e?SnFHs z>+4&u2S#ax!nuR#%-uTo#kK36|MA^V1DOBRCm{>J(=^tHWhDYV)$~X*<#n%F_TuIYsX=>N8Wgo12 z;$q|Z*S`-7$(zHrYxe9#HW^rMYJG+|!MjTPDnP7Jjl*+&jVW9ob{(5r+4!T27w=ei z$5|n*`MPHxyXRQvb-<3yV-w-wzF^R5t*EGXWNO?m!J;hYwTktt{ptMd)av5_{_Pdc!St_Cbs1s zyS+0zSff;e^nE*{(V(?Hs^J6Kb3Ic-k(gMvZ0pR*@xrys_WHzZIx%}9_x5%rFmfWj zzFx8D2BVswH5!dtqaGaD*-S02@l$`!{bFuq;WIDK6Hm)_C3hk>*G4OYTlLXaMX;u| z-deAL#|j*4(i)Wprf7zy_upW9`ShH%;^`zF)fx|y~e8CXJ{&- ztx>&3DhJWOmlMt+d7G-#T;q15?R0% z!$HVftrhk9^wu|BWBSk)U-$IK=Z+UvE_~wr&!Ho;HG@pvzu(uhs@Wzn4SK7a8?uWu({T;;)&Cr?g+h5v=tTd@Tl z*@sa_>F}_%A{eY_E`f_G%ZEbXWDn&Gk5ff?I?f|xOr7`_qAGsQGK%6=6x&)7MwM*!p+e8w_Q0lbMH~qaf5{+mH<3&&*XQSZD*E$F3fT6 z$+tutj;!Oan8WKYLrrv4RJ3NSaX%x>V!UTHKYEIxc6~Z`^!$w*=U>@-<1GN53}D+W z^FZ~;p8x(dcMAx+rTfghGaCI@jQybA&Z(`@iXciL@>9%N>2||`L~x{e&l%D;@#eyH zcRxcNneq1M9naV>crxQd;Fl&XJBGf$WlOhh-aN_Bls=wfOQ5c{_43rxV6ZhUQ}bYc z{>9)^osT{AnJ;(EbK@6(zvaj)Z&x<{_)G*Mc_MfA%E`?=?%VIX?;44?J9eC!_j1xt z9bvKm5DpI&SRB?WcETcup%0X|C_Gr$W}@ishqwQ2KE3zgXyL`tqbHl51K)ne4VkO= zscn?4xhL}XZ@o1Mfe#fIN6v0eE^s&rc0?UKIEnF;4p%^#NPR^NCkdFoW&6+n<>4lJ z&&+j=jpN%6o!s~Q#n->I_1J8^Pj%Cg=APzjZ$0oDfZYIIakgI{mW;uA+}lQjQNHC& z8rBo7k0J+4>q2sFLzWiediFau}1L{;x}*YJ9TQ_3;+I?zdX4aRi_FocnxykdgvvQD_ssI&A=~zD=(T>O~#g@I3D?K z-~H*wYhL?X)6yB|FE%zd?p@mS$p`26-SYC2SGMJDy8-0kTYvb&eJ|X4(|hl|chh_S z#Ve#i{u>TMIjDeAU@f)QTd~yz$8)rbq5u{wy=P75(Oui#eC5EV$Ib)y?)%)EZv5cx z*S_(>ulL^YXDr))F=^7XH{EpWH$eV%H6Oy7)+lsUt-)c`%37h1uD3>8Td}jD+Layb zMk6@lo_c0t|1(d2@#dokPM*C3$md@@x~cnv#=HLXvlqU2oR>Mbg8bkIxBltfcURv@ z3$_HeiCQa$r%r_qr>`{F*Vk9C7eoejWbWSb;CV0Y-?i`6Nw3bIb@I?1cZ0@H&ENFd zbLW4(`d3dr{S+@x|0j|^p@)a&(PAi}P^mB7IdvF1I}n(acr2c#vVw0*g3omB|9soW zYxYjtcw`=M8ylA$-8gOE`8nS{{i`+0mM#0{vSo8;tX{qP&No1ci;FL$rX~kuF6+*n zeHxJx7Q~Zst_*O$m@VnZ{=HvZxw7pjb!66OdkP!DvA>))Z3Y6LzP9j(NM4+A?%cUz zLHZ?|Xds%>;UJ0`Sng;mI+ZXVxnWH<@ZrN3c;|ArPh8u*<|T^yY~zE}n!gr~ulr)f zrdfq^&YeCz>FpPhy!|i&?|^?Gv}7^{aaf_xzyc#N3S4vw7_7+xzHmVRGuv+eX!pgJ zD0BwV08h>$a_mfRa@A~rFr{Dek@7{m^`S;)d z$xqLndjr5A#XAU^mZ_}i8{WBd=TyY*gSHZR8S0F}SatM}4h9h#pXpoIj#e&*Ze-Je zrsKP4K-T(Q{Pe6Y6ouA%$t{78`@7zqMz*uERA5sl7+$f5`ypIhJYfwsc2ola> zYMN?)eBt;S3WE3!&IN7D2bo_h6W5n8R9z5WHNBL zT`_~kU~Ntbtd(jECe?bq7PS)@8%{yGk;Z6|WnelTOp%OqIi6_t!z-l!jd$D6n zzku7 zMCn*M6-+dkmm3->85%09ZV1FoEJ|J&Y|aEbLupA2G)A$cPJ}Fezg;WIoEc!q(lL^d zyauP{Iy!({R#w}hGC;1x7Z?@6@>oK_1YiK#Lw3I!be4k&IhZCm6C-&809@NxehH8T zu$hl11+Z5wv$Yp;rQL2(Yqi=?NDKD3j>ZJiF~CYr2KjhfTmDE%Nl96Q%7AQ5VlYXv z>D4Ku_NJNI@3*KePS701GR|Mwzyx7d#Ym|MDALe2Wh@^VyE+b$#UwB0n&n`lGtIdm zdpJWikG*hFB7&FV4oiVg6&L8Or7&sGv&BA>$X<#GL7d%(4u~us@ z8XT;utE#C>sGU65nA%cIX=f%F9m9-RV8itB|{A{gNfv)>9pH1(BYs4h3qo2 z)~U4=3>1}@S5?&{)FD`Ftyj`>NkWMv%%GIPK*`8#Lv8-p*vL>xel@Q#-U5`}jseFr z`t3M1%iP+l-Y`%!2xJTfZ__G*S#aq9NkUSVtK0z2m0w#{Ju(7)h)G8Zd#!S?HW5NBT83Kklow34TQJOu`)ioB+Z|fL}o6I_nmVu%Ahg{Ao ziy{|+6Lo`X@UC({fJ32lFssw40)ZHzz-1`1ZE;syM_b!iNx;BLE+Wu;(RGH@i5jh< zr3vlefTgb7o~TKbgT_va6pSwn7<9ULLp7-YMi-Sw7I$?`=@?T2gY}#tf4Rk*P2(j6 z1yyQwK~a?&5{TL<15>0a2H^ZaCKq>=MD4w8BSY04V?zOG#$;fqwNUPB2D2zk5LK5h z!5aGqi;%|BraPw}N}M64Gw52z%!*(D7#4S(m@=iUqfEup6rH?CMMH}P9gWjol+YTp zfD@OB$_HFERfAP_lrkmZbXKQ>j@e)^lvES6GMJ)E?gd+qjRZ^-0hv;~Tts7i!KsU~ zDolhn3=|Zp2O*?zTQ310im6lx9LqN;gHgv#jx9dXQ3jQfCP-W+_-+N&cS!s$mob~d zg!a;2pwh@0bn;%l56S7LVg`dQt}}CHMga_#=Dmp@H3)oP z1SO1kc-}UmFi}p_=#;dUyu5)Tu(YrjK?rRZBoLDUW+j$Iohv2Ii~My?I6kzo2%MVT z@vaM%oTgD(gv5~QrX*8}5p`Kw!j-pVLy=1>PHQPJaut?i4bW}j_Je>5gp#M(WMWZk zW#-RAGy#+H{v_CvZ1bEJC*J|U8(!RV7>T014dD2A6DG9*gzw9QE`SBF0oIu#X(Cou zje2@B?xGP`(r63*ECCbXF%~=8=0HmOt6b>7PI!axVy@9>FDkd7QCTbD5;+WqVii0W z?Qy77agHDY9XOe=CUA5FHZ!SmiSIwBtST7vVsJ=n&e zL`Hi~UP*O=*@0ov{u!k!DJy|mU)|NEBX|yIi-x6C?I(qViTxTk^2o12mpbU4AsrVy zvP7HO5kX)yt@0x4ebC*;oQgLpr5elch?`7hi%-PO6oJ8L`#}cgZ+YPZ3Xc$QWGJ)7 zL1?bv*ai15v1nyrtrTpO-{x#m8Q_sM2inHk8Vqc0*H|FVktk!aCNl<$_d!r3f5(dm zhR(+cH43J)flHSPEFo{v`hr9PB~ldMS-{5RZO)`25Z7@AuI0p(6J@bj_1H*Ur3y3z zz}Mn29h(A!2}pd8PZA81s2_$VOQ;|(Z;8vVF4{2YPxuoFODJRy;f^)~EXFaiomth= z($Eke>N?Ri6sv_0ZfWu z!ikhqCzd?&$a*z4Ybd0yt8*c#vqShuOwAkFYn0wY&&K2NK)mEcS2fz-04`TMg1IGS z5-`e`R2tZ5!Q{d9d3hq(50f~O8aY_-Edksw?6>O>xTT}5+GN0@E9)2m$?q5v!8mCM zU^)fnRkpY`T)O1vGngeY2(vf{biFdLsIgI^F@;o)2Zr*|mKI2L?Z{XM2sG1Z4_UI& zDS%Tc6I8ZXEPe>&a?GoNd8LRKwG!B9l>fPcE&$}(d>E1P@g`5ll(Dgnv9>AsJXlDY zxLJ^E3@QUyT{SRJP*5;1fS~9XNI^Q7PykaLQn>+p6jHgYqiYJtiLMTlbT@`%_)Tpo z*k}i^r4Fe$h^GJYq9q%!T!MKCwISCBGcf?Slm%L#n?%w9T|CI*G0rS0$GoNGU?{>C zi``XTCx~khk_nQ$1OoFV0%tQNFeFa2$kiMN_0fd-Y#5ljAh6rAfF&2aya=4A!>$EJ zx0FAUhh@Es2Wxprf<@;NwlvHtNR-tk981s+bzpE8fTc~K2xerL_z==xhf@VYm*2l0 z%OftdQLYt5+`PpnkaHWAyf+{E09Bbz1drXj7|Fd;OpLSxq0nU-f-%c3@j<6!SJyZ( z7_=|?E|&YhTLWNY66}>;6O-N^$;M*31_OyNIGA+#C#GQU8Z*&Ms^j3NaawTh)LsV= zT~6diNO@7?`|F4#7#buaAzfqX-vcgy{}v=)h;lenHY>b$_* OpenCV 2.0 + + *Author:* |Author_BernatG| + + Whenever you work with video feeds you may eventually want to save your image processing result in a form of a new video file. Here's how to do it. + + =============== ====================================================== + + .. |hVideoWrite| image:: images/video-write.png + :height: 90pt + :width: 90pt + + .. raw:: latex \pagebreak @@ -54,3 +74,4 @@ This section contains valuable tutorials about how to read/save your image/video ../trackbar/trackbar ../video-input-psnr-ssim/video-input-psnr-ssim + ../video-write/video-write \ No newline at end of file diff --git a/doc/tutorials/highgui/video-input-psnr-ssim/video-input-psnr-ssim.rst b/doc/tutorials/highgui/video-input-psnr-ssim/video-input-psnr-ssim.rst index 4bde0be6bb..cb45a5b0a3 100644 --- a/doc/tutorials/highgui/video-input-psnr-ssim/video-input-psnr-ssim.rst +++ b/doc/tutorials/highgui/video-input-psnr-ssim/video-input-psnr-ssim.rst @@ -18,7 +18,7 @@ The source code As a test case where to show off these using OpenCV I've created a small program that reads in two video files and performs a similarity check between them. This is something you could use to check just how well a new video compressing algorithms works. Let there be a reference (original) video like :download:`this small Megamind clip <../../../../samples/cpp/tutorial_code/highgui/video-input-psnr-ssim/video/Megamind.avi>` and :download:`a compressed version of it <../../../../samples/cpp/tutorial_code/highgui/video-input-psnr-ssim/video/Megamind_bugy.avi>`. You may also find the source code and these video file in the :file:`samples/cpp/tutorial_code/highgui/video-input-psnr-ssim/` folder of the OpenCV source library. -.. literalinclude:: ../../../../samples/cpp/tutorial_code/HighGUI\video-input-psnr-ssim\video-input-psnr-ssim.cpp +.. literalinclude:: ../../../../samples/cpp/tutorial_code/HighGUI/video-input-psnr-ssim/video-input-psnr-ssim.cpp :language: cpp :linenos: :tab-width: 4 diff --git a/doc/tutorials/highgui/video-write/images/resultOutputWideoWrite.png b/doc/tutorials/highgui/video-write/images/resultOutputWideoWrite.png new file mode 100644 index 0000000000000000000000000000000000000000..bea15a35bdaf309be2082c14755133a6a9640923 GIT binary patch literal 40188 zcmV)NK)1h%P)JI zA_D{y0-FO%0|To80t5nU0*nGA1{9nE0s=z=iCihnq)P+?RJ(LRLjwZ>3j$nALrWqC z92^`~FDqj&3M&Hx0)qmEZd3w10t^HM8wCVyLn;A#0xTvglmY_m&0hoqOgkF|GXnzx za{`P40|GPxhF&~@QXs2zDyVl*LmV+31`>k;0|IOU#EMJ=14IHO0&7DUCKVWnR4Q95 z2?7)XBMJi)2nz!QB;>+fBpMw91Pglt1I&?I0%HO`BNH_g1S%jUD-;DC3Iv#PQM{g1 z^5}T5bV36JGfE*gd`1_WVJUE9W77fxs#7daDHM-wK4n%^b7NdSDF^xi1M&d@GAJ!I z3?pV!OLGDPvvoUkU{eGGTeE#i0>lFh3<|4GECN#k&5~3*0|VQoZ2~I-Iuj&fOFfy0 zd^RE^!IxTZR6}@QNJTm|Qz`|HiceTVFarb|JtPFGo z>;VG4gGGN!BSbSWl!0`laXpS-GlESp0qO!I5(Qi|6)Ow{ECd(g1hZGbOz?njPO))bd7JE}U=G}J`3Iw!z zL#l~ZaYZAaWHW361D1qq!klJ>N*O&MECd5%OD!aiR3cV>?O{K+}~~z=TaT z5+jzBSgUn40$TziA|l?qTO17vZ8HlT6dFG#9IuW;tdc!aG#GS57=dtPoNg?NITWOM zFtY*zqyYk4G7M1@IS&vCXhb>#0(8Uz0zWJyLmUKHL_E`!TG+H&sF63>n`6GITW&NK z>d$MblzneJ6tsj}sEjr}6)Ts4WCEiDrC};jEDOARMnWnFM0&8X zhd^4PV*f2S&^v0-S?~p#9(r8bZWCIZvpAC~oe(TeAnIx|-ZVF-OG;cwHTZ^{s+pq+ zUWhmf(E+3!xl@R)?K)W^Ss736x+7QQTqm>ScuMg8e!u7Wzx5m4&`g~=cb^E|^c$o< z{rx?^x953uUwpCj%-t_4&n$&;rgAC#xb)1K%DZrdjUsl9?uPr9!d>{FGlgfQM|`nm zT;*&YbyT<=rn-_wC#X-?rfII8#`8=8K|2{C!1B@8X|P zM85=n*P%lzcj7-7^o_2-6Q!$gKfWTo%$6=EqGpaH*G z{(o7@{$IcN;!GvJCGZWd;EnJH<6FSqh^749VLzW)D&O;kbRRtYjQlv|X?&bnDm@Ec z9e%|b_S^6WcH0^GF7|ury8Hn7JG)7Drc$TVrQ=sRd{3{ewBrwO1+KzKx5Mq}bcr|H z?K&OagV!t7gMQZ0bJE!}?V%sSUR8TvI{TIB()00>{StgFqw+vwrO~LlVY(6UCxm-U zz#m#E{SWHcV3*;Z&F|CcqWW z{X+gtYb)TcI3qO91|ff9{6P{h)Qu~Upvx8dy<>A47lH~QF{C#aeiQ|b-HrPYWP;3Y zD1Qa1Px`&_eXnMP&~CTSkql96E}ZaOVlYEN<>e@jjnlz~rHMQmZbyj}pFr7gIz#b~ zj!by<1u9L3D98rfN|OM7!s3n4uCvcpg>jxuC4^ugHO`F4z$)fbc2SxDUG^9oa20?G zs?R?Gg?G=1Bhi^SLsw;*`;jMQi*K&d?C5$j6yrB_b4EAqcV? zl~1(`-?OGBM|O6<$<*6x!hsMSO*oAPXv6DuI=#+d8BWVcnC3Bp;j@FA^t`>1-}^Deh=I8hJB1V#8lSGa@*o`Pa zZ!wwC5D2FcnaB*YMr8pH;J%FV2+4<1Sz-DKU8?_i5YjiJ(ddy0+T*A~SFj32wF-H7 z2L!Xndh_%18v$W{{y`2g8zBl(0BCJ(MH}jcC#e7mQ6uCbO1L?Z=30rOq&iZdsFo(P zt?>`-Ju_p75=0$(;Q4l)q{q1ZT`pOLt`G=WSRqi@Od8C80D~AZga9!c9UDR5F+*a1 zBI?iw9+D6KgR2e;+~1_}i6YE(BL63bb$8^5P!hisQiv+jc%Lh-2th+0k7uR`@wqnk z39tvujd4N9l^BRnR2&+b2(wMSL=c7wp^5o5Tx$Z%fha#f=mLZ;t2Y}4K#tC+5(~6~ zVSH0y<6IX_U)hwA@@yL=G*E_^pOc}YjX`18VpUQ zUTM~JOb3w=NU6Or^QXurK~*w_CuazwlKx{j;|P#)Gc$Y3jbKATgLZ9XXt&2H+GiGX z8ieGH_D|+#WMmLRW=3U#7$izwjn$XvV|KaC(AH)!SZfZV^Mfv|38fmzvvHwxm^Z0b zp({jcRO^1qGGxYFvZrxH2)@jW5rPIiXoc-_kf@P8($M(OmJ0O2x5^@f?>wkb>?kqJ zhCtupfQZ890(gYbAR~n5W%Pnrn=->ETqI|Ohj}t1b*fL~p`oab3+3mqKttqVM_g41 z;eb6RgyecMrE!8POKOiF#WOl_+95E66i-M)5#iXF3ZWz0>vcGMK+Zr2U2w@&2nh2h zO%a92l_au~hsvE%7z!c}DO8iRWJq~%FO|21xK=9Ar9_0r8AOC0n^7Sc_dIE36bMBY z6OK(Xcn2pZC-WtOWI!Db^g6*`aX65m(`7K54a}c$8C=;1IlznzAa9B=ACjlS(w(kw zNg7T^6+rNSf?Iuor)IcuoxT0kBGeh9f1>T-oM=P=xCj80PnmIYP1F29VXBMJum(2qEJ}E6G&g#Vgs9QG73) zOI^$;#~tDHAegJ7GL=TpoFbGBsVh7}kt6Iy`*|?`ASc+11icuEO+xq_wv^TjNQ0`ULeZ)+nR04f{zF*`hfR#LSE13ac4wkV za?9xKN^;zT{FS7PeQprqFoc&OOof0DHF&U>2%2ifycEQvz(Kq9j%vr0D)h3J>QLyw% z6tR6^4iulsWJsZra*>LQ7v{GNa1B1 z65DoQKnXH}Xp1VvrpbaDF(?F=#tzRm>f%jsI(Np!7`gxj!=HDsei0y(p2M6Ii;$G2~n;(^VmGR3gr?Zhp8k^ng1$s z;~Ecy=#J>@q(EbAu>gN4O3+}fFOeZUXzI`QCMJ3bp+n`Kh&-vyaf+fe*@diZs0pf3s#5`! zFyyzy1EI%l)OqxJk1e(`g%VR3aXPdiLGG8@XHotSh0rBsv<;#7aTPi-G(ZJ{9i$kr zzqmM%pn)1V43aD3O!PW|px2SzUo-jqc}8iF6oN)A>lFG>m+1%%Gcs$vUS zZov#i)x(rr(<~9n;XGi}+w4(RDFQoWXeKq<^b{T1XIVOqsKOz7^VK#~DjK56;|NWr zUej1je+`N-kf0gJ`FumtOz0wnPOlf+FuY!P4j5l&cG+ZpFIrL;Gk`AXcLgN*gfR7B zA>`oICeB?&FfIuByB=dCsd7l|IF;%_$D~1C_zgvUh6okusSpO$?g61m%E#37dm$J! z7-TP0c1W?j|v zc80e!i*Zq*-5#s$)YKr9G6fn_y}QM&H?oAO-7Xg??6VIt5TSuhg3OZ)Rk;U-&g_2E zK}N8@CR-LD2#>;e7FckGm{{{ATEU$`gid;4WQs=CFAruza7_^~>j2=xKHIs_AQKcdFxAEt zqr2>EoCM*&)*(ZoYp9J675O$MSYU+#hm$Bey@_pv5X|Wild21|a84_43Xtum_N}KJ zO`rlrK?&?bBSg1IjGrOJP&_s-)UGH@iXs_8J%|uuL-g zTmcqbRGKZ=LLI3wDj+J9>P*Be;B{u_&UkG0*bu5Lqfsg_*{O9#?*@usPmP#%1)@L? z92_JVC_{UUj*c3kR)q$w3K>F(CY+*N)1~eTl>l85LKmqJ9a4<``BcaqpF)Tyysb{F zlKhdP8kbguE*>hP$;H=XGL!>BC7w`X4N(aAD9qX;wa54b)!b%hxlx7?1=nK3xfO_c zkR3wx80{eg4EszGYE`JRu4o>yD2N!nR_ApPA}h^gO&H)D>I+K;(eDW4RxovI_)~wV< zRL8@_cp1_VLrS@k3b8ovbzTRLR22-iv0gP7pA3rza}CKaiurG! zYr0kem*kpqFB6fHO%-t2Bg>(&m5hQEUSh4^g~@W4+}diB^jiQ9A7}dy%_$JOVcyOxyJ#aEoy{HuRZfgsrj3dGw8G!snUcM z505%OGwZ^|v?}DYp^VUH^=j%97z-k{HY`(so60MOZ7y&{6^|97k0Hi(2xxj$4rvSs zdG<^q#ygey)W?|0Jv9O+JIlU9hA_Iss9jazml2Z3NeC$%B(sSlWOK)?vNPdT$X!y7 zFx%^LY0}$_A9GKeux}N}Hn-X-;eK@R6oF<)CaR$SM>jvdjJTB%0sU}eMh6&8C zam`ACMi#l*qoHjNBq1^M*p+OJHs)8kvGEG+4H0HUS{e!}1ZjDF@}@3eN3l<)jayJv z#v20o#5OfTc_Q>uvs4g5Lo^IEB9vWEO)#P)b7qf_oEeWXdey2~*m(lRV^r$Ac6Grp zUVXuUaM~ft2(d&s)M_;-WqR(!pnt;C-Yi{OIOI!&*dqAFd^nwYgAg*si=h(j>ZFZ& z8J&wcIckEK4salNy=tqOM5TDb8mtQGv~FGYJi&K}c_Clfw%lbh?0zi$fYxvTC>##t=~dbrLjq zVynY}<%%IIW$L_MmLd&fLsfXq1 z*sEe*Mo(+i;eA9I5o#R_$?J$|S+Csfi&ZMOn+5NrMk6owa)2=6 z$S?|o?DJ0uoi4ShY-{t$nNcfA(;y0t;<9Bc&Ye3~TUJ)qSo>+i&7AuB`m0;FzWUB^ z;`KzU3unV@Zf9x61dIu2uC zD7l_S8z91{?G!OD`p#X}r zp9?9CDb@R!TN=F~W#*UEr3ZdlFaV;5)vj9dT5w1VZAwSfEE;I0HKg+UgCcCxIxN^H z(}ry^m3!A+O8Z{OZ={CIP7b9qVo)YO#U?{EM1s?`baFopNdumnXZ zZyt6N4mlwn`av!#En3By$Axy*Fenw^J<&3hIt;lxWNgVIf?3GT4G}(y5_QQb1|pm( z!|7D0%tN@DFOt79UaGsAS!Um-`CeSFyP<)?G@3- zQs8ozS@7=*b}C&O57nh<(%^~GK(Vp{R163;Z=Mm~TAe%-@|LCON);*;wp2c{@|Z;p zKNbo*JmZ&HKFZGMLeemx$oAJ9qAY2`%9Q>>Jp;dGi7P zg&vXGOkJ#47&0~Ma)o55HKk#G3gR5KN2>KlJ%mtGK#IzzvGZnA{!m*54M2$avN%Xd zk}WK@4#*0@05H%YExWa7{pm;S=O3<#gqc){F!SmD6y^h@|^^u|>t*Geg>OzL845Ok$ z^=vq6mvlOW>UUR4%a{wztQ5g2^6*w$y_0|tMTmaraRgY7b6_swgHg4a7+!FQR;)LX z3Pb+JHkT`$4h?c~KY)}tTZDmeJr>oCGjW5kS%fd|CqITsu#Xc26^_FgxWFbumsO=gQ4`xs$b42SElyNC z8iP8zpU#jf{%Y)o6juS-Y{nVAn|7mJL1@qFk{N0VN)V}sMq{JxbKuTsgEd8j*xbtz z0$Xgezg$}iF+Ii-_08o3kmIYWx;0K?;K^3e*CtJca>I^6u2P5`q1ET~(xQDQYpAkX zWrP8_n6N9%rPjFEi$r8cXNu6SPG@H&D+p5q?Wkl(ZJs$bq=68r5wud83w?=Fh1ccn zpL{?FL4?OigNJhmHgkYP@Yu0q4Ko*tyd4z)_V=4i{WZ716GE+e#} z1}7&UG+xHh_+avRO}5t>dLMvrd#%hEA!?8i&U_1X#h&VuaUjBq5CnNtVbeqv_BlsL zt0?5aP;Qm6W}7A-OpMgkb$4t(-b}725=7&93srb)Gg;DORqtKFWlvbHFsO_5>bRZ= z!pmL0ykW!0h7A)Fmm4Q*aCwwuNTX_AoFPK=M)hu+eYSmpyeiSf5Xua*)F26>J`M1gPddITU+3FMA%3OfuJHnn*T_IIG!NFeQ1eQoyS_&S4KG5NCatYxcuN?wlho# z(KQ{+sG>Qo2oa%CH*172t9Ff!j%paDrdG&Tfg-Jx@o0Bun`?xk3ZX*K?2=Tt2}KC; z{6H13V`g-Gyy}?0r0>AyK2YX+X9=O2pvbd$6lF&b$q)Wu<-46_!EN~V-ibi=E|6xfp2l9$E4+!30^qvW|X`q17$ zRR(Rbf<$O`)tK@#CLpNjMt}4$*wMZ>cGuT;cl&SM8n|_9L216}-0GZp$Qm*2G`WBS%WfctZ}+#CPFb9J1QYG>Wwf9#tR`t`7N>vfnX|NbbD;l z!b7~UwO~Cs9KvW7c_tQwBCbi(R4XtwLxvO_(vgcuu=)7*HKijb%S>Zqri_wX3vLZ8 zxK-ZW0p>L~cfql(qD$!tHmKc9gNR%3IbkNOfmq_fgN(}?&aGLqrnGc~RLK9DI3iSS zuEr7STWD(vTU>Udu;XSkizJ50scwBLaLmeb+f>aKSlsKu{1V>F5cy2mV!fS z_62vQaiX+tNyqWy-K8&%jMScNEGsij=6B~VSTHbft7-v^sd5-q4K8cg9t)u7V7^S_ z<=V>`854jIyqOJ`FF&ZU8sa_|1~%f_jV*cPgv3RJIvu=@aTE}uOEcP~w;NNtDD924 zC+5e{wnR3YXHIjZA?gT(u#MSMT4x5vvZRO%haydzpIsC+`8m4M=VS*w76x!Z?_1jk`Oe@?khaPgWk4dE>Mt z40hsoogQ6;qeAbowN!MeLJO9naeIRMI_z_c&>*Xj6O<9=Phe^WV~X-ScgoABrVbxo zAdkZ@mp|Kn2}Vh+(;2S&ADiT0BJ3}__h9lMgoO_pH=qV#On?gGicr0*!OlwsMvuF~ zt&8I@!X%dp2v46L&4L-Qg?v&?vKz0uJpmn1QsZ3oC}Ttj@1yLJV*dm~=yV{$?vDD7 zj*jgxj^6={FTXqm6bGsn41f^@g4-{>_~Oknt1tX38neu0^PaV$nZ+~%9w&;p5@lr?u2roaFd@yM; zHP&vp3|fEOnCAWZ};N!uJDDR+Y zVFRza)h;RP^q`fc(KD=!8KEd6q!srV8af?gfN)9ol1mp$M_}$My?F7`_Gib-A-)&@ zf>W=*KDE1HNkc>3r`E!@NX0Bn&0ucra$_SPoV+}7`N4zB8zv?lLRb|VVpgFVq1~1W zBEb!|+*ymVbnzW_o$d7LJouQnc{(OFwZ-k0yAS~(+>+IzSJC3lI_TyY=T3!&Lbfi= zCCV1n3fcjL2=L2{FE4^2Z9e`Cr^Ryr!1%!7@;mh_9Jmm^c-UMRc?le<@WJJY3785& zg_k#6hOgSorY6xaGnX`i3i(W!SK-EmN4A!(Mf$iSG>&!|L4v8+JA?CJYKz`273^7n zUr~|OqK*tDg!bqWE{z=_Rt7`i_-5Wf^qPA|$#nK4~1unsqc=l{Zc{5Cicc#Y2 z2c}-$T_z5-9(ugdP&Ca-RG1ARrl_5O@xXMjkxhmh8po^}gdtZyg>2(D7^bP|0lGXr zZFHEmDA^u&gu03rdtL=a5mYNob<>&{y&ja9MRi1&BU_}+ZJ1YOl)8!M3L&*SG3|+M zQVHLM2uHw%=J)2;HWoXqE`y`&>YY2Uzg}MTB)9zK+Sa01UU}u`|5m(Aj1+!?CB>~0 z8*72#<;j|Zmzg&Mc2taF;aW(75$8fXtzXfjPY5pmX}2!!2< z^IEXp>uyPfU_Z~M-gD1pWDTq~&m0<3(Q42s2=SZCnO)O3G6KqRIGn(A<)NKdZWQN~ zzy9pbz>{2mNA@dcmKOc!?>=ihD@0Tw?zrg1Dg}zrG|5uk8(x&`s6it+LsSeSG)G9j zAHJvVtmFz~oK;A>9=4>i25vVo%xW>xqBVC5VY3_Ea8rv-6;*g_yrJLbnL|S=T8Ge( ziURIt!7w_r!JnDP7=xhCT=eK?D}VIkegC$sw*B>I&-_mY4%e;t@lJE=!xiVg^*bV_ zf^h3vZw-X@881$P9c9&~7awF>)lJE>RH15X5x)EkEE{O0%Qgq+NZ37D6yF@ugvqbWP#McnbBstX)2`N598cL-`T!>>dE+>(wk?m?x@dsd39d7ao&g%hHOHHYV&2Gb2*&FG>mTF0hZT8iGNevT0u z#Em|%qnQ>*lgN^#i16UV$V7&tY50R*o;|TnH+NqOJ;XnAlRamb_FwTfLV0oji};rmr}Cx&mx~I;>#Z4cTHyw$H$jf={{; z+?wiYho#9NA%xf-*TnSHHs)V$eE4a@{o^GK_2tjDKl8uWclc#YxGfmiJU-xWHLEHW zTJxMpN0&IgZ`~t?4<2M>K!8}5Z52bTm77+M{NX`quRw%0cODqJF8v%3^w@ynXcsu2 zwl255B^4tJH#@c@>pS1ca)S#snuT7CCNi`$OKP*vr3!KXAG5)c<`^4uvi&I$;Wrbd z)WP4k|BXi)IUdfYjdavUS`d;t#w~Fsg@`6(% zFWApOhQSE!v`4m4)n0GM6=UGtC+E!pK_e}X>Z*YF-j)Y(L~?Qq8co_dNPqe}-#I%vyO61ar+M+_WP$^28P(jJ;16?1K+j=uV=z-FcR557>V9uWLQ%S3^As^ z_q-<28mPkP3~3NT=7f5*&C}@hS9Fc$+2_O^#d3pwwBkG8`A%{&$gT?zrecj3qnJF* zw^4AfZJ%K)Oyi#BHix`5ySKM-vdqa;2r_K^W`c5~9VKj8FHjqwdUom3%eRmr)eRTy zwg#1vMVB-2I*k7Q>rUtO;^)tSWp*(@yf^v$`CB#YaOY499s}1W2IWpULVG|JN8_IA zvw&dN+#F0tzsr-H*L51lq6&x*D^m5ektIYGsTCF2B%Br4dJ*E!oSh+6HLC@VrZPOa zqPR_m8MZN#srMwvubryL{C-WzRs)zgyNl|1U!&B?H%lsp(! zuv#HQ$agJi$z#oI+EN9}lE!35r&pmltO~{KGCaD%N=Z_bVgAVpM0oRMh75v;sTV<) z9pkqaaD)T3hPL22kO2e>ng}?bmjOdO2m?3L@b}0=N&2J(YKE{IEd(1>u0kal z6KF3nvDP)3I!9+i>gcqfMbt`~+=YoYhLCM}(UQme@&i>E>#q5;Kxl9kn@lyPY*4B- zdkkfm0jBiQ_KxzG5g5FMNIu;Dtk!lU#|Dd<1LV3V&e6Fg6PH7 z-#$VJO1yqO5f4ga8`X$mw%-hwow3`)036mJcTAA9oJFpdmE<{DxWeCs*-EXWX1c@s&8#l^*5HNv;R z(s~oEAtTC2VkCspmIom=0)?rtV$rBaH>V6MPJ;xoYX;}Ot_nbym!;ZBA+RSu_ED)b zhZu?{qqsC7-5N15(O|w?Xig+U$`OJ;gS~4EBK71yIriRrAHDb9g?z>t0{fOIcMbhsn1$@{LCV7R}r3w!E%IdAhkAMqAb> zIi3Wtt1DG+wB@0HBek({g!Wk>44Uf9>PzKZt>F5Q$Wd>^AQ4X)JvnmmVmBc413S#g zU|jL?&HwlxpDp<4BS5%S;IB#tS&$+LK{oH&jmuoh-$5CfYV?eN@NH#z8R^z z)ZNiM1?0vD{OvFg{?~85{PLUHza1xp_mrI%2q7LH^cFLvc)lSa^dz@3TUlA27DCr3)xbRP$VxF!va>C4ZaUHaRb3&wu{ zD!fo87bR$ibwF4{At9MiW>7J#@C^+W4$=0CzQh`)QAEghdW#()o}%l9x5^eU; z(JFFCaj_xrd=JL^SY5=AfzZ@MzRGo$mZ?F6&uP>U!i^h!W@7FI-I?ns!!oIJ^AR{V(FPeW|NO01cnF@ zFfxMA-|EN65D>N^LZ(8H;d34_`n1VggBdB5lksm|{1>aqoCP}*8%4iUbsI+>y(Q2)$m85W~Y7HX9};wgN)m@aMxo?K*~q zHH6UXl+Hp7{g;I|q&od*R!|3x?N8vy*trF?>rsASMf0*~y*4cywHa}WW(d)cPCNC< z7=u$e0U0%QDkju%h6bgOqeW;grgQI2HIy#R`0~paFV@w4eD>oNC(D{t&nJXFO3!$? zB_+p{tB@hIIzNBq9wNLh#fx4#8yI4dCK?WhMSGIF_VmM{A?d^z{6B2b)*{%}*}7To zxfG=e*~WSm$nbQR$CG^e^mk6-EJuB&ChRaJlWV-Tf3nYC&b;~mWfT7f}oyG>0|;QZcf5loe&~%d`pec zg$OC-P3|grq)wb0hs*frHCe1-hYuYhZ)_PoGZ3 zEQ6bEi*K~$Nu3uh+?$EPrUxSoQL7K<$k1)At=87o;m55))3B3^P-nf@n}4!)!$=)% z#a6Q0zxmjO+l69gW~N}Jy|Q^SfC%~!VIm#h1Q@+4gkFa5#J4fn`!`yx!?#(Q)NC%kH~HW)$ZyT2B@G?T zyZr|?AN$sF^y$C;>%ZQo z4YeC;YtNlKIcBi{GmFJREG=vxMTf&%T-@qSEdKmau^0XqQ@cF!NlMdvpyxz|)KoZ1 z{WHl~dP=(M-7Q&JQoTv37%Dpo$5tEU zYq$(|fLgPpf&3V7V+H`>uBT7`;UE5CS7y_)6(i@)^{l9^UG{mggA#1A3MIEjg|Kbo zjSq(jA(o+7{|tCD&a$3Q>(0@r+hA&9@R$TG4vr9h1ca?ltE=_I=ZMgloI0(W5XV3w z6hn}H3p1so6)mjgLf*`a&xH0c4O&qll&CRd#O#u6_d+AIa)iTxu$Vop4fkO?i3mFw zLEK5!pLX=*S|Urj4a%NQHDPHcO*Q2x((k=e>r8 zC48)zY|;*k4Afa%>_vo+KO{psO=GmO;&&D>?GZG{7o%1%9WGiVZE(r5q&&eoQGyN9=vDqHK(HbQR6L6%-)76?@wh4AhS zjn-lZB0T$ft2KMs;I3VO5LZ=XjL@nIw4=GSEB=9-wb?GSx$ySwy?X~gt*Z*ONC z=Wo8SI-5;|C@)!TIQSu>gfLNs5LB3W?ppmd829gAtA9a3C++QN@0GVE%`L<1%(WgS!PY|Q7iz@Ri{ zfAH|iwrxH8QxKt{xDg|YO$`k+6*5fzshqm(Cd0a&d-v{rx_9**wqY>db!_~}g?moQ zhdL!oN(3)&n0Rqyq;zDm3C|iyl$1%NecmOXef3rSSM(JEp>t!=791R5(JT9gi*)L> z_4ddJ-P0gsiDr8Uwh}_7pm6rs4mw;!sWwE2613Tk?2I;}XI2QcL*eqk>@8DF(PNwMd=ZvIT#FS1zxOZ>`JNtm|`8@vQrWYd% zAN61`QrX!DCrU4tmcm!QlMphrJhHa}!k>Tj)$Y$e`)v1DUxz}t<)tn7uXVTx5uW(4 z6%iUE%aCh`4*raQkgeOqE-HJlA!SFqa)c3PRAa?yCPZ{hv*6e1^IGUsUuobeC$S=2 zs!}0F6VV`amGw6jFMEG$PS3+_`+JrR4pIu+dJd1=f~dY6of+I0cynK0PHkFs<{;Qn z7@uFe11dbs5Iz|nKhWsFWxYNoLUc;AvrQAFrG&82S&2s@dLVwz}Ge_O})l@#8-toO*2c$Ot2-kYS=@34$IXsgU+c*G1fi&kj1Ix>Isj zYM#x*2-?&L^|MkTA=DBKiO^b{UHtymt2;h>=kd1B0paZw+)&6+)8?-9%MTw$72-bKKyeeE?@Z}#*54$l5bWqknboX8h&6t1%?qD= zA|Y(v5D3sJA$(~|E1p)`HZ-(xi;OUwA*D67gfQY1+d@8(Kbvlu&9_eSNzx^`>QtDTB8=*FN2~tiAkKh;aPad&IDQEL+L3QIf`Cnz)F2 zfMt|gY#z^a?yo10HMFs+VT*DiEH~3L*jJh(6xcKvB*IWj z7lyBXyZY?ahK8JPw{Gnz>v{Ne?d^5Q&~T-G`*GaZ8BOIaM7Y53FRANw2!_IxwQJYz z+FOsivh^{90P$Os3L&+$5yFe5FHSmWe>ZtD^iuhL^1%yzeQ&&R-~b~0DgwfniZ-P_(n3aaXSUQ;kk11fi)4hraOm#FyOo4cFBfyd_O}=*uJdRc9n@A89FJ6% zP|33eBjkto2K9@FFvq}*Z=xq1pJuaZ5YAME%8-kwK}#@c41aL;T*I}7)z@+$#Lmh2 ztmk3R+HFst!faSr*mVES@jJ~^e!zF@79z~`?{4nC)X?ZO+y;bek3QrG*})a#n`@o& zz@yTf*^aS{QWD{ifedMz4-ukPvuoa(Y}`=a_lGwQT=>I*1Aq7fA(V0vWI|+wMbbE< zGh;~2`+%dUhw}~yloSYtQskKpFJS;`v33q8Bk&sK$k z>iCbKs=a6!KHGDy?j|7I0Rs@`tUh~o?KYU_3~hzx))L(OaLPXb2r)%kl{-~(d`U+` zes)tQBHZ=)?ym^pEo6A>*5-3oir9f3C2AcG+);7j#RoOMp+YW0FGq-$lp*}Xg$sZ9 z10s|>QaLpUVf{-O+9N~=EsBZ?2_YR$-lC6S^uRhgn4AJ5u7mFe# z5sZ3<5VvG=%crMFgZ)ys-ab2of)KGOrMRc|+@?)88z6kZRCB|Qo2z%6-Ns~SHZR)^ z1VLvD5Fs`L`%CV0H0O+%EF{9UyN+%>%vuwXAsE|pE}wi#At7vXj7?4+G&y{9iYU6I z*WcnfH(+@1!F`+x0pS~ec;l-zQa(@+7(w60qLn+hp!xtM28dusE4lf~>dFe`ZrTG5 z4@B2e^`5GZySCwq?&M_fCR1A?x{MJtWasO9gN8gE0^*h#Y|tNECk#8BD{9Yux@pt3 zOLzzfBD{IC;o54P=GNXeRGNF5Nrm9fj8|0+ELf0RUS2ZQ*N~q!IQaA_KI-V%!{Dy^ z{owAPsjce4?b)Sab)pOjSYlC;)5nkCVk&fyEj{=GAVd|CJ3|PqGD7Rd&d0C3a^l2^ zBm0X`kATq35Ykdmh{N0gjtIG;nzx*!*@IV3S7 ztki|Gqal3JWwo_+AD`{6UxEi`FKHlz^=G$jLp-9{u=+S1UO07l0hm!gTpsoh4EQes z!d(#Auiduo=!!l%pm_ns^Ff8vMslE<0UkgEy}jbEqafV*74+3 zB-3v9qZKn%VXz4GZoPKkZ85J{4KSn;Md$?))@|x;sP8T%4K_6FxV9tbQxw?R&UI$< z2fLd~xDIpu<K$)<@^e54AV2x%4TAKsvpQRci(8BKKL&(9`Q0ym@rxh5 za%c;uT7DR}xywuunj~yX-qoJ*+ z0?_S_{j3^}P!NP^?I?6!Ws{7;69;m1GS_xQ@=AOGkVzxxSe_;@AwH0vs5gtYrM z2noy})194VLbM{35b|a4^lr)sQgM9UOzx&;*Tcs4~S6^Lg zY?1c~ zvZUh$Q*kLEM~Jy=+}#8bCReZ{&GljGdSMTn@wlTJv8%9BCm=tj!pI1{wI}Iht&Zkv zyblH=i#K-cCl#)}Es9N7FKn*j2yu%GQej{7i@gq^6a3M&%eF1^x0ip-`Z54vt%#l{ zt>|?oCO+SE?%cWB%O_7ZHa3>!H|E1=JPALYtgT(~>D8VOuRQ*6$5+i?(fH?ozScAR zh>hV#Cm!$H_xQvK@MeDc3XI1mj&$zdvVTj_kXh@z=(Fgk2wojjB{X?h=)w4%wIyK? zPh0m&han(BY^evgi1_BU=#8Q3!HCfQCq;NhCrHC(ohG8Fy^OsvH?OtVlLnFC)~yHX zKW7L#Q`W5$uUwFh&*lh`Vf~k;rj)0NWCi!&y->n+FNKXL;-Eql9~SBbVVbG13{+SLK4{&<$jAto(uO6QHf^Yr5I$Wy zn39qro;@~ji|Ozd0fc{jeI5DPV#?8@DNmPe``CZ{Qb#kUQIFl~Yiu1J1}z;qa^u8_ zD<9r7<>zN)eDe+bJNeDY47dahX5fIE^FMv{r~CE*Za|U0eQ@pm3-{T0VfFhkK0xF7 z%U}LIjlcW5zyHPG|Kb;a4_`Qb@~F)mvSh@fYMYFZMf7;=9Uzp>i-b$uu8B98VT!Z@ z_i)14gqjF3;mz|ZnsrII_m(|cg!I?B#MOZaAw=wZW0T1W3{#Fi-L@>J`(j7)6d}w#cjL;HD<~!y4|`VR zXM`JHewop*_0@Mi*ztlg$WwjiomYRy0sj5p5k=tmcWk^mPdLM;l z$cYcE=%L}w!^hd&Em;*(-zPpfkL^|=CCY57vt;cd+e+a>5ZW1?HNrDGQ4*nGjc7-$ zS3bSEx~JCUaAf0lYu|u#`tgbt*ZS)B62YfnNkwz<6H0R5VgxY-gQ>Q@Z_hbIF(u{b z;I6$_>qTB)9y{nob#4#) zFeuq^d5Ny3Tot7uwb^In&RDrS6G?+jE4JobtsQeTS%s$RG*IG1UEQW{zUipC&k(}* zLDAs&_P~IQkYz%V;(_`}P&nAqql5cvFLsomA*~wsuK<3paDr#w?|Jddu;axq>yXzD z%FVJNM;#yRyK>~vp_MCF?%dgV=+Kcvot;0!v2(~Awn$H(e!W}DHA__kG?vMuqx{Ul zWWdEY+DfgEIzQRzXKXD5%XV`7QgU3b+y-vg93{e;oMxyF?8EQmQvB)a)eUuxczTl1 zR92R0!M@Rv{Dt!_)mKAo-??|!Q}jv2;%_$(+~R{190!Eg@|$QjJeneutpOD-K*x1A zA>6m`6$#-49#%L(|6T-Y@a;>yM&H*UER6FZ&QJqHA^sE@B19NlRzg(262ii}mEk+q zY>Ej}M}jJX)F_zBPk8}?^4>8O%Kjs0VmUgw!l5pAXcy4W8A2t&))YyF&i6m9o$P(1 z%une603ZNKL_t(gTU+L6YAQRsB751{vpti&`SZSc)?h(|Pj5e6yHgacV)2El0U6;q zBUn{G(d!u81tJ8Gr+8CGGkT;|x7r`FY4F2W9zFy^+A}ioA|Ca_D6(tP0RQO&%>b6~ z06h#AU;W*y?|}dLGsK8v=T7*ybIX~^aQPFDT$Fxb-59u@T3Ol~u%Y4HAxw`-g{}{KYHLknrpDUZ#$_uSmMmemtf3)i%3qrKv=i(o zAnaVX4t&z9;|mlS0zkl+doiQev3J)lLRh_Kdo#6WjJHFm_xM8`aIvqar?iy7VGrU6 zdcAO2N{uvdQM%^r2k3&HeP1=uoq318z4G|+i7O{)968e2*?FY1sL&j~n^03?MK!X8 zDj4}Mk_I8nk`Qtca&M=CpRnA*RA-mr1rVJH!kEpdF)D<^`!?WeuxwLf<78v)riPr) z8ffg;U0z-b2s;sBXXoI$byl(NSk*1rmtj+3dufKrLI?q3=8F5xeoTaqmt6T7d)LV? z-Pd!mH2hez<}B#GXP;_3WEVgmY%zWon5IwMxN+phjYk_R&Gu**@(Ka7m|aAW@@Tll zK^Ha4WMwHk7pAHPo&l-_W>iG!A-_hAP#+z_*cXt4M~dbT7d1x+DQkuved{;&MhNcjZN7B{gnsv9=wXK7-zN31lp#3ix^Ly8Cm?P}_vV<}FY zs~Nl3c;#MMzhi9jWZkAU4c7=^{nyP6)wKQ$mrZm&UANBg%@gjBB0`p*VF-_MgehfP zF|-GS^^Xoo10Y`MS%N2!uDP^k4SZjNm(sYn=2G{Xhk)nG736bc8D0bR-Z*gsKLd2z zi6heJ-2Z4lm{D`Y9v0>|YLy6@OXdhqv$>EW@1W34f$CN}F@c>M9?eOhQL0csBNbxR zjYWlFRrsj3#?jwznrvKQvXnK}LO6jLwj~|)-N#EUDT5Nj+oHjFVe_qkF;G=LkzpE? z5FX7u+s+a0Kcp}`aigcZTUvQ`=@Q|@EBspbnk&SslLlQp>g?RVfB(+?5KHV=k1bn} zU}fcWYhi4jz{Vr2WdJ%EVXE7v4-tOLjW04n*)26{+*1ugn|_WEF2&Fu?5G&A+}qli z-Q>-7)J)c{C`+R=>@O{8xY=>@?2_*MOpMqG;?qG<_wYhrAi)I-4ud;WJqVVRA#B`z zc)=}1IJ|PF8sYtJWe`c#&-Y809eLEblMezFdSJ%|1QeC&)2t`c5~NVh#u?(S6zI)# zrRqZ>l+SWSgqnW(z+sGtuqAFP#3NcoL5!3i_1>GzZfa^80|lNtISFz7H+6t;#fopv z)+J>^z&AL^5t^@jyLlW;sqD(YRJb5F_YV3qgKHVWqt#pextqtUZXMSm-1PPK?c0IY z_U?cIH{bty%{GwW&XvmG{f5$|X55XeLGIGXwp8k*<_wt%!3oU@kC3%7xz#Taur`9$ zUuY2OqtIdO`8DRw@LdwZ?-l7RD=PzM#xZ8cMw98}xsOksTKLULi%=-03=+e= zPr;IU%T{dNJgy>GHLxJpU(#J`${ggDROrFgO;uI*_aEB1awnsBxuK_cuDZYht$lhQ$xp<2kn1Z}F* z>Fu^qABLC^hUpbps#A5Zghl8po-DgpR(A60$N30x)2Ay=*4Ca(N=wU66AT8D;UFUH z+(>(@oqeJp!~;fh`~3crhB9&8QO0oCk2^nC!Cbg<rs`u%X@>#tv5asx!T zGf0F|@2}>E@G)V~TC;%n9hB4h_ST*(tG%|hG0ik)F__Jg4EOG(=zdVJTsWp7nA?}@ z|MuG+(U8J)n0a+`Zq))rxKp;IKReR!tFOb2*I)ltB!oqQB8&oI2!E>La8K-*g{A=JlRg=chUhRzHPojFt3))xNEc~^F}1LFGpiH_afH**?l z%hD{C#;s-94m?QItXR^u5E`aHaCr7Tm<^ASFXKO)n|nCd?|&nwRw&%a5iUEB3tmqB z@J_`g{n?3z+}H0AuseLfHR<~6xsedwEeeofGzb+_s$Cq`k}8#asVG5iM@!&Tn8!Qa zq=pv~onCdph9=FekA~q4R0s%_Q5YWKn91QVP3C`DSJ!>KeJbbb$F(c2mU)}#NLT|Q zL>YE=9!g1Bw@z^Qk5RMltp&MwfZAbybN9z(7RSy*d^S9qQ#CMv2zMUZ$t@`${N#0j z)y&47<~yqKt6zN*fN+c2ZWaX~TpArhdjLQB5zjNEJz-KSSPxBB*Z~yvs@k7oZKYe) ztxR!HVc5NIRS3_7+aFT&jx}O(#&qz(i=`d)CH}t6eVeaNdL2!KP`0E`*KT{7k^-i* z_M>sC6)reTqy6HGNfrx;REiBBZidP5I3Qf9GNhm6{wnPF469YVcCJ~Bdk1QoWO zX={V;VYm2njOCBijhHOirpexKZkCjQwE9+qA+@qic}2j+5w68lwpjM$2_eiqJcWnA zcE6aB2C@CNZBKVGhJz?W3@T((dg4gKcRzuVoBP#QT6(#7bJYvW2;mmwhtVI`+tQ*? z4rx>>WV@0Est{$!bD&szqT(+W4+93zb88ZCQn;uD|DjZ<4~uYyDmWPU5v2rH*IrNIpIq&7rsJEWaNPcK@eDncm~D*`((l$1CP zTPPLk-5QR1r7eGEDnx|8uY~b?7~v5%jhQA&FKzGW_||{6v2Hgmm+)_z>@T)TdzT6f z;ZtfTHSEuM@5%TRh$jx0-@#3v>Pzz-!r(SQxQ)p$W$%Rr8bf;I$c-Jp1{qc<)Kpi$ z``usPmk~-LL~KPbaZlzhX9$M&rJ}pcj+!eAD`yZ{phLskXBM5-44L904zZ#|E?NZf z%fgm^dk7V(k_EvH`7>1E@A1Fi6G(ITgL^Yd>oz?*UcbAfqq&?Gw|rXGU+gl|w!%_$ zPYAJxMmYQ4dzqkr`|&%3aCgt7sTj8} zH|xkJg~@Pm7a@F_A_~HaoC}-%xrdvNW6JZ|&BknTBO%&lf){I+Dtm-)RW3l>ADR}mZcZv#R>ln`KRbF?`|RZXVMnq(FBJ<4Bc6PM;kwc8JbRvppoS^1{zW|!I%+-p9>`s{{Bov zgx>(d?RUycrf@EtI(+SOr>N}6PSL%LaP6Rg`5Ix_>WrkcYRgdwGd6O9Fc%IUO%cUc z`xrv(|0IMr2;o2d(?9*UfC0Du;0LeWK^5-jQ6WQkmwn+($U&}TAw^rIIeLWlfVmK5 zn56;7`}5WDJ!^rg=*p6u*H9xh)g7!t^<)@76>@|TWM~G2rjsL=y0_nf$*=?w`ma42 z;u2IGnq7N4IjBJzf`j&39!yEub-R=BuI&Vb5c@km^XDQ$8lc1@AA$;h5HNt}5B`Z= z1r=U-Bo%sJLOaR`-sQ95U2aHULOZJ3=s)UQsk&`K-_n(=Xi47vHC4XCZ|h19flay> zDI-F=ywF&MFfcc+++>{LT=@In|330$=qet=zNhZ($D7Mb+DlM{HyJ{Dmr#c5Qe>AD zX2hq1N6|+Wgv`uLKsE>jpLTX4#Jz-Y*?}p4!?297^T>x+f)T0)AiM!8OUJPm@0WeB+n--lNq74F2U zFCo14#~*};_}YKJvJ4IB7A2%05#D9VQpJwmy<2FGQH7c_u4qF^cWQE;zC~Tz&68t2 zazJ^5X>vu->{uannW8OjQ6V%kkJP3Wp?>x%T*_6*XTt~xX)^4729~rORXFwVkxO$l z2_LSb)CJ0RT8j3`IA zzCOZRUVH8TC4^g42vuV#OVwc4%-x|jLu?39hN?b7=Fg1g*)-+(mQbRsNbU;f>@Yv5 zMOhic)>LU|$)cQ{3M+M#oRJM_Vd$gnNrfjz){rG7gzYOBLLL8RAWI4=>|{R6(OsQS z2f=L-NrTv;NCfwSKYCOUKFw)wpIXwoQesFd1cZNt@q-`0x8MBnH^2D}UeGPCz4qom z<6O8i3_@VIlsTp#!nPOaF^KN_#S`G0(PMN%PoFn0qPY7y#U zP$83{+Lr3`x>7@TkE$rL27Z;To+mF+>Bvb9ziWP)99#$YLWO#_;_dyWeMp0bH=E&PL_TEM_ns&9m zxmiL;lOa>#AO8!D-~5JsF`$fLAi}#L5fh8SvuJSYr-5H&a>gm$C0Biq(eQQ;2B zP^&^!7EWErkgsOhjaq~ODhx3qt1#3S)s;G~KJJ)Swgn^Ph7=Iusf5ko(3F(4_c*nN zln|yMLUcaCWMcUc4Cn3JD8k#jb^%lPmm&(oJ)62a>gxev5r+2CT!;wYeDlrF2;Y*2QeIQbzu7;Jf==x7A52obguLfIqz z@Uu5%f^SMgx%w4D_|i*XtR%Twi0OEfCv#S8=~b33gR84;n* zt{~J;r$HFg9z$sl8C0Zme(6C6<4T7a7Wd=1l4MD7qqUNpVQZ_#V#&38KuC@YDeyMS z(hMGD{MN18=yE(5sat{!%Mqax+Jg%JPaJB7be(Qe&xJ3AV8}&?#p}u#(5Zt%qsE`9 z$O^F(DPT6NkP3>5?xfljyU0>)Z%JJqQH)3}Y$3Otl4_#-e>(Kp#)!~VV>BVl0 z?O&dn$|>>{g+{oG`JPXiF_ricLhx<2SRE%>hM?py&V{Vh)OqB@z7?PS=Qsaz@OYDb zz4^($4{to$zhCNoDq0#qaOFw~pjVITXXMq)i7-F3q(ZhAsvFU}_a(dU` z^3toEJ9n;Zh`S<7!NqKCedQnjcX@36$AA3gFaHN#dzIbrk4uJIB_{^kC22qyOJ6Xk zhq5xJ`7h)=Bb|K(fqj^D5~{RxOIGAcMXEc3(!&jVjGe%`O5MMYe;@H2=6`<+X0Wm; z&}izkQI+DKM{?86qCpfg(~=fiu>4z{R4oJ^?;K$mq$8d)lakWX(yFWJKu|mcm{uR- z_e}nipqvSuX|YtpgYoffSojlRRKv|Us?*~4P8B4q-?Khlr%PX7Fw0j;PcP7pbR6pY zBM{w6ZNKuFHnT>M!08H0;(~6 zcCS-Vkig!5orFSzFdRg-GlEWLh)*Siu^ZCRDx{zyGi@PPp~Vor4VAQIAcPA~ojS!3 zS~4Yog35*(RA)pJ!eD|-hVe$ID*%LGNedEYNiZQn79m|pD3Cx#HlzekCmGTLrr`J) zQuIU2gpgF21PFCeA;d{d;M)-+LOznJQG}vA2Zq{@gFZB&5LV9-!UTq}AU+6*UP8k9 z^#$_W$i)`kj4BFb{6o)$iax?kW`Pl;eBA((VNxcbtWFaQW}R+Y0djR^(nbx4J`L^Y zsq^ROEkuMcm|K%6NPmqX&<0y%Cx#v@5v-Ob$v7k2ldhYs8BJK9z{YwQ@QMiq>1xMD zmp+X{quk4pheK$XAwqOX4b|0R6owS$P7C)_h@e>j7jxmMd2fIJhvyd(6pKVqlw@bn z0z}A?2sv>XVKq6c@inB&_srIn0fK-KeB1S_Xsjc@(;dwxKe%`4x3i_%oay%$G zG^*S?M`#I$usW^?K|p{oVTS0^6%pv(*u>Y5mlpI2uwyn1r6C zU=A>Pp%G?g1{hNChd_mIpFf{uNdk`s30g8KiswOwAQsAh7$y_QB@KhHIxWr!L50f` zX7o(v!k{YzHWc*73F55*0fkOA*M=acOAnAJJgg!dLQ#x@p&W;>pAg}~Oqk@Rj|z1- z6-v=KGK5=zNYbf!=jWaO{`oZUNvqSOqze<2g>660iJL4g(bLlf37pFe;8;^lj^1k>qSm=}l`FY0vvR~!)Xo0tkuWx{i#aApjdD$PI$ zNC;srop);94}Z9DUXlg5u?!1_8ravb1o~uAxkID)J+cDl0wKKl;C!r4h)sQLmQ$jL zf`nD`7sJ?tPECRWFhK&!V)xJ#)0L=DacClVq_L^cEF02O7DF_-HG}MqW+E&wy%<+Q zRB>wI+b|ab!G++SF2rojsd@8GQJ^S@O03TjvRo;9nYl!W1i>Fok0q`r=d++di39O1 zU%wmxf(G}jSA~ZK5<-?VD+ox|L`1ixo{r%HEBun<^e;ntmjXm1}&T+PjidXgqSIP6i|k9f-s%sxK}M+uS<{K zkjj3h%mx*-2aG7pgM0R@SA*rjqV!Wi7=*eY$0iyThH`6yRLGlwF)o}pFN&DZu0s(@ z-ezWXCddyM!i``y=beB1?dnWWABt}w0E9pvgS@0_itwdEh4fosO3lQ$1XY+hCkWFy z!sUw#VnN7NQ=oBL(pSx24kBEoxTBo4TB_;k;Sr|Cgiy(71^Xg8mFvoVPXkS5r>Isj zy)Vk+1vG@r5?V41Xh}1xPn|lSgmMIOrw}KI5X>kV+f3z*S~eF-g(^W-p(W6m&Xyj& z#h8#z01>W&%k}9oJEJJXbUwuufCiVZTE2>VGg1twVpkA^F!*Dk^++Qklpsb7(5Xq0 zS+q2)GEAT0HjpoxDQ8qbdf;tZKx3H}!2-rJ6A;dumjsdq34#j`6iA)44;4 zDQNOaFuArI@x@eWN>}DM4kTeYm{Itrb!X(jUaLbnw1|xG%uEofRH$@Fi7rhz}R0rD4(HR1#0Kz$}@mMW~dW<_aNr9|`;&mJlYy;LoH} zERnEY#c=(q#puth;tUg%tcR)u*S474GbmC zj371()_gIV;DtkYLej!CmhDzlC>`29R|w&K-Lt14ofQ-SAtp!@3SuG1Aj#nZ*kOz) zmcv+uPU-rPPJ_BA z5gIgS+DA@wT6lK^1cmdaMF_$XEEER_N)&)XM0;rwDMnxpCRtlnOT=3#JtHceGdu%C z3kC%CYMB8wL(J^VuDrf}Ik_;aP=jayF(^-umY_1*$rXrn_#7->HUC{qu|aUi@-|w6 z1>yOH3Jk*{G^lIiVGzoGD9DC_Gw^0Wg_)6iF0edN%`jyK7TK|B3S$JE6{UOW2Vz#8 zMrC}Fd!Xq3D6*E?Yb-3nSH?^OL7vwpFBAg8^`soqPLz`&Orz`Be5aZU3oxvQxMKPI z`HRshrPyB~m|l<`381=lMio>=wkKF(FhaEq>ECP+f<{)&M}!a%CIG@!*uj=wkRGiFA%2Gle*Jpx zd@_W~;nT2c)%^J=!i4qA)JEmT#Hzxm5K@W@d!91QVj4?jk^`AJO?E~|lQdI}kvm54 z)J&)_1esxelsr;wYOCf+9F+`#jvy)@BUy!kW2Uh@%c(7&zX#s;`HRyN7QYL+i6O4X zx*!k)*K-f1V%D>#7A)UGX`Xih;c}K^W8RXIR7=;z2caQKgoZ*iaDWhfM@*;Szl9*n z$Otn9(n-?!@Bi>^OrFsPfJQY%`xsQ5nn#J5c?6Lds#0tMC3l1%gmSH)+2`3I#DokX zg!wOF{%;q@QtwS)&&M8gTTqQ8!vu7QuvYQzyYFIfm{35zQbNIW@(bh4L<;R?gb_Li z!J!}#CJ8!m-YEzQK~D5_Dk-8Z6_U6KJ$3%=c}eJVB+bJl3`Fthl?vqBzRd>RdTJrd zkygv5lqI(XIW839sls#_AvhlE$*s{9teU^4pdfk?CZO;nh>T(aA;kD(@%-QZ&0qia z-Nk5N_fUkW7*btCl(8AoNS=(2m1{+s2^TIDbi(X0QmQnG*A7{4sj9D3>L?9Bm^mASeBOdLfBw4(^4u0nS|(u? zb5__qxCfJJ)J9yeCjot=cmL+E|LU)Pi|`=Wf%@$THkKa7g<8_x|!P{^Bojd=D(^`5%7&`^Xc9!jKU1P8zN` zL4|M*R7geocjwQjS0;Vca*mMFGa%>1SmiB1gb-^ke)qS3{a1gD&gpV295T-|LH1tN z-ew3DYI_l9fl!e0(n<3cistI`7GdEJ&w~R}Z3t==3`WSCC@93Qw#@rWAc%ue#4kP= zM1`T!m!HX7y@L?)3h=B{C{Klp-(5VDmc#V*k{5$WsNE1=YX0)|@UbXJ2Ni-L{hQzZ zcK#kL{qAAyP_px?MwlK|c4p}e4JlS^4OHVj4+t}p1mV;VPf@fsZQG2DkWYy}{EL72 z^FRNWfB6@JD3ko&_x@5scwR;*rD5n&)0!`%u<4g&1gv--M%6#nr03ZNKL_t(% zVu&f6*t1893ls3?<@4WN4w_6)N4pB%%-{SLQ0_@Uco?v-v4?W9s%8w$pQIwFR$*nN z_NTBaqzD{n3Fvq%M7PF(3n|P|ReJ@t=0)UPO$-0x&;M^6e@+}3O4+V*8S>dsF79d; z$Qaa1XJnAG3GF2ii{D+99`gsFk~JDqD6xlK?m;}@hps}`6A^+A{~AE9PXJE`!+e(d zVV;fL#wP1f+Z>gy>2QmHFjTvRrU@6bBZf?D8cY)$L&c9u4P-ont zKnP(wwHC54Zr-1h3RcWFs?@ZuJ{q{1#`IL`Y zzBmCV%H?QPks#aySLRcgIDZu-0;CWzXi<|cuzD!djb4QTQ6YGqW&;EOZ=bgqVtY0= zIbla3dz*#x|LOn1!5IFzT8WY=l@MaG&637*HHsk>LnCC>kXfxp1HG)5a$_;6uz-c^ zDitEA#b7qmDQON-#^MBQg(89&=VP)4AGs=_Amp;Na6w{(VpB*F>QsH$lwJde^gKft z!(nv&U6T%0NkF0^)LgjhwvY#!Nt6-6dw(-$EpOWgclNr8WWl57BWTfsOmJz0 zAfcs^K+r-2KxZIz(%RtP;tj~wK_^}z)Q^Bxa=0;)H<{=ryuoHX0P_SOU5Qs9xu>em zSASu^IJnY1J3IE^G4}9t)v51tWCmYD$dgrHmO?-X`tM$Zh9@dR31P&qLuAGC#~z3y zW`8ja$*Y9n<2Om5E`{-q(7dL=_+R3dD*Idqf-`Gsb-0zj`3Do;br&k2@Wl=*6@W;p zlnbKpF}OVgaUVcvVeG~drN3p$`|`%^Od;%ki6GrocO&#XPEa(Up+QRdMi*!?tOmBa zVIUl>P^wgoaH0YOrx{l4pq9z$|HL`D%JYYBw5e?79Eg|INV3#j=Al+ZJ`A}n^C`w+_V z(Qb!Jp%BAkL%R}540S2w-4m2~5*2NZRzLG3DZ~&d8X$M;QHIbLmgs6RU#vg`A@l;( z8;qqdv@8`>!DAv_!K=J=F|?EAz+Y9QyokHNH#I?L_7)M|Cxz5Tj|i=ROQB@QV>Lny z$uX37;dV^AVPL0d06`5KHwBWrJ?W190go;{l#Q591elvoHFp?wwM7z46TH|J@whIKMD;)w~WlEN{+ z1d|BACWXF+5OmxM4G&@nA+P(Y_-)&DMV=5$n@O+N#M4u<$Zkfs92rJphzLdTFxjl} zR<-pB8`#Yn!te$4O*?GyNvC(RQ8Mk5MW&ZowBE4U+_V1( zqGE^!4$2`QY|D-{YQm5R^XyT1?#LGox@)r02QasCTjVcljcHQnL5L1}if!xt{k3u& zh1*(f8&;R{Qbdd9)C!m-vki+PNUG+S;9V&DAmM_15TWiuV+l7yNbJbFyL;LU-i4eX zL)hEX(d3ZnQ;u++L}*Zhx1oASKRI_GbUId-gb?c1Krm{2n1Q8L$KR()nX_(9U*FFG z(~-xaR8yo1A$+DGb?Gw^4!Tyy;Rwf8kvW4jh=MBWyUs&mxVFaY;B^^xIn70z%T{RVj7A@Lu*_X4n;YkNFSC$Te}G%D$`#Lwxah;LL~+ zAu;SpG2|ElqGr#KMI%e!Zc0|(eit&^L+DYgx7b-0-iOfo_wa={w$|g_`_wA7j?9wT zEH~#3Wi7xZ1h1miIx&_bsYusa0pgRSP`?SmCu{>k>Q=#6G+LJb=RU{M@C!WD?R#$T z!j6zb-KHV46f~(aNe!y-79qGB#PFuV3rq-(t+81Uvq_3!u{H9;x8&!Zqc%1+<6nQ!U5K;1wj#~XOG3ay3S*&)a-UUBM6G3`N;$h z5T07oDQM6t_=)UxJadF-&vdC5(dx*ldf5m`Qg70ux=R7}C?G66;b5C+)E~YGDdf6T z-icfcMLtRubW4a=27BF$u)HQA1Z#$Q6ahns-Cs%F04uS(0E5#E6iTRX9f@4PvV zpd_DZ(b295M(U=r0hfaic43S@4irK=`0G*#2=#IqW{;Lu?o$vJ{0IsSCmf*=M3lg$ z^blJ90g@zj)!7VO@6*0V7wZ zlQ|PZ9igvJD18P(xOAB5IG}-t%%y-VZzvFc@pL=gDMZ)Kry$(TPOVdQSq*mV3oucv z!T6HxG-y>v!LG;^DU7+a!hlgOijfyt9B+_9F~UxHeLhrpt{$nE$;&&nnOnKK&;f+p zs_7l5_z-?v4hzT&LvB)9q=v60o1TCWXVozWju1kv#WoCg;dbnN9iVBh$Lm?8vSCWI zv#wd;bksN>nHv~}v(|~hGS}P2G;B>3!Zjh>?WSQlwIB>9nW$qrpA%$Wm^57sO42@1 zFO%mWmZ0$I^1|fs1!eKF$7tIGrYd>{O@(4sFnra%=u(4O88YK*Kf$S>X@gd+OZf`3 z48{yYSnEDP2>*Z)_q$4^ahla&+{}!L+_AwfzTz&d9<9(S7mL+16G(w@&1|U-x~02W z&`m9Qa~$1Gyefrqj-*6r`%#+-MagYHNsmI4w;Q?9{)Nuv(wwZ^5-8Kd{LrU97)woKT8M;Hq_aB zO$1nPP7ZCi9j%x;1&Z7~#8kfTyJE~NNTA4A+}6Kc`1Bsc=#5RSl=rDs$u+!r3t_GL1T7T67i$GDteELB&-NFofkaLeq52 z8>CRo^U)Dfi^J;BH=<_=VWH6PN0HI{czJ0quqY7SrU@S-|eXj1}$)m74EJ@FguqguozI-*&;HSh458+}zgi3# zz~;WL0;N1wv*@dyZ9g^|@oNZil?TqI*lx#I@=}J*cxFpH>dB|>!U01#J1>vtBa^gX z+L+E7o9Z+KlXrTe*vzrPJpF*`5Fv(6ZDbR{(jkJo z5GEu%@4)B_fAQ9YZYJah_UL|}M93JnBZV+t`SgXm(4@UqFvG4`E90Nn9d;8ktv2pH zR4$XLNzK`Y`Gw>eo~ErTAPgDLS&R9I%MEk*TP=YQ7}kolVgPMx9n-ung*gaq3M5ku z#DgV1P;KEJ<}l=`)b^i=5IWWD!$--TH|sKM$PkL8?~q5^hLe?4q`s{Nd3{X^IY9`X z)pnMHWuvtkxYc2;?3hm>$iDizTwK0aDp-ASZnYpfGYe+{3{7Y?&dYNHLftWhyW$r1 zk%Zl=2y>-S5Tvqd=6w5@C2UXTFhRZ4w+l~Z=pX9sA!RBkI@8<_=W`7rB3!i72ygmU zu1Fy#2&ste&cf1dt7ySp7_OfpfTCG#yCHgfb>*9dmADa^U~+tG6g!cR=8H@T?HJtAc8{5&Ry!+FV-2+^Lo zDL{G^A&v#=U`B~~X%<+fFnJpqd$--e6OUzg?}sH|xWHP(352}a zhZiC|!^e7I6AwhV>l9>BJ}8o6eE&5y8r`F%7~1DoT0lDB3gOmLoLHP7%sH%tsLNQLj{8#>~+9 z0a}mxObCa!R*c=BahlIBa2XB{ee5`7BG+p}-&AR_YPTbwy|$GE2s?#BStbIAe;mvmGsWgYQ7d{un|{J|bigH`NA7poXv| z5pr9~{No`hw7p0ojKoBkcIhy@3=Qvl5c*NHnCxGgi{X5=GTIB~5>9&i5`6Xcs?N+D z-nqQd8jbh0u@u74r)x`ww;ry7S?sci;%4_TsHM znMa37{nDH-<||jOQ;V?EzkgGx=vN^5dhJ!ACoFS`s6OdjjZlbDoX z*GPZy<7F~mE$VNKE99CbLiW8t61a3*s3?ZeBy-fNZ8^gtM73w5Q824E#$QKhW+QY0 zE`Y%CRR|(FhEfWHA|HonCZFj>gpeGk8OsWxivtbj`=;lAn>AzD?*4M=ef<44oX?wY z9~aQ13vAhL*Z=$2?=Nqc2~!2|kZAN}2-!v0zQvkJNFlwn-40Hs7Yx}|csk8a=b~di z51^J{H_fuMeW!a62`-^w`&`{%b^bDb7p`%3`vZy;b8r!4U?WeH!qQ?gnfK~#-iGoG z1Pjc0X}(-~y_dJQj~_qYF2luSxSvD+8&d&IW~%OaWj-OKn1ctipl%DfClKNggRxa4 zAtX&2PEU>Fs4;y)j#nSNuPr}woOOl7@Rb=eSpHkZ>0OOYrNR(m(w8F~I}hE3ROIgB z%ugNRYCi1s>J$GP5&E7ze|cd}MY9goPY~Mf?I$I$q*n8Z?EjsRA{F6xnBmvHDRuc* zK^F`tRa?XQERGPRFlZgwt2lZ_ju!;ZNlPL7!i`suL+CSXozCaeX%s-h@CZ#Z6rBlZ zaLJuQXi6Ex_$Msz)DF{Ri(#)>-$y<*^nC|G<`>!}Uc!c9lIG`xGH8#}?SBC}P|9=JVm6A?%k92WHps zOnz^;SoI@0^8y=1quZ)ke-^~12hgG9OlT4D#V@4a+jOVX^?muLumWdWd;M5vBZeaq(|5Oz+S;iGvW!vry$ID zk|^rEygIfs5N6G__a-2KkZ=NIjNpC(!`Q^MlIT!!$Pb-QJk?`dOgK6&4KK1!l<5 zsu4kka5rn5EAK)1DWx)35RR+h7rwp<|6VwUSUWStu_bUD7jSq~;&bx}nj$qpL79jz zaS;et%%{H$Wdq80AuJTybm3t}0;=-&^ER`EMcX}=Kdsu*nt=o+`%Z66d;Kh6EEEFT ze9cv@#$^ztuo#Z2%lGs6Ii)iB2py-$JPHjVkI;Y+k~zx!i84*Vfn`J42(zTnkK_^S zTg0GH(4+N>D;9kgz7L`I!rNl%befBPdoG8WfQcgz@&HP7{QfNA}iuCM3jfyk{ck4S$SvWLY8duenog1alcOyOrh$krUe@u(F4?Skf zh?2j;HzM@+RFDt&@J3uk?g56G@M;=BSW+{*?)qMS6~J$xm1nS~Od%vG+<|X)>N@5h zgJ(%$9>emeqGH_;oBz2_3l z*-0=2bA}pYm{mGFxXejC^mrDr2R()>)l_lcH}kW=C*jc{MJf?8d$d)pENf-wIi(h~ zaLvhBYz~=+GRYx@*EY*DcHCnjw}rKk+#C3nmU>MJ%lciYnIur~&nSdcn_q#c3DedH7N{|b(9-*Ida>T!qXlY)*{i%)xI%xcU$TKRzzZi8#!gyh0ysQs}qm2=BG7 zeimd>a7uAV&XB@1v+AbEN1CIi`m!p;jr69R)1)U2#YFU76~k&(7!BMw!G$=TZOi|Y z$Z+bt^?d)GzA(m72umv{^`nI>F+Do(xoS4Z^BBq}i9KBe;s*%d-rkrTHuo1XO9)Xy zgbgl3o-eVD+bfa=y@(e*=fz6bNGP_oAnPAMGUy9 zfDO~6WY562f*C5~RvYVQ0j-vBHaeX~p%$E>_~`Li6B}5cBZWAJ!sKhs<h?z6dq}MDZL=erk zZuaNi8z6i+tX}^6@5c`k#6!uqOQ2Cf3dy(kZQhGv@K5&)HRL%PAtnjKR`od531Vbs zR-LXp&y_;)%99kX1;ud;;s2l%!rxKq*4HN=brua_x20JND*AQ+FGS= zLnv0kz!Rewe!T7b{X_G|e?Q)Syv$cd!D|oe{4Q)m!jK5c$w9i}FtRgZm@jmk^|U&Q zht`-L4Nt9_c#-+^!RG|KrST%*3AauXFu9W_92uhR>@WdF9J%9b z&;F^~#ty1~tqu=yLz=18vc}(qu&d)kx0CzjxEGO61(P>p3}L}^6hl)Xbg~h;^|`w7 zxI+k2Lc{}cgwHG>RjWklPKz#pkO|*p2y>qni+PWEgJ6+j-38O5hOZg3`e1bhF-vl)ZXEhL_2(S%*Ly;|A#p@GM9OwW*qk(fCreiUD8A!izyS*b>5y3ayQ{ zz71`8Q*e>pqdXn zFcaAOZan10UktetLg~?`HuuKNNuFpnjD8*D@a>Jl-F4o6KV$^8)k2vowIPk4eP90q z8@*sPwm4~*I};(K=xA4_Fr?vK1itxD_P3<>RVHG`btLhEo&lq3xBR~#vq|mn$b%7~_k!NU2lD-s?Nh0*( zF$MPg?&a-+LTy-+xaTtHsjqD78}Brm)V_kyfjM1rkzH}ikWoyAhId((h@s#F=WK#y zWtW(Vh?*nTEYZiDaT=i`q)^Mh3x*j86I+_3`-lL|exO1<000?fNkl!jTMJ{Z`E-oVIsv&%1BjR)uVIfi%-7G9LTSJVT{?)DQlzDjoV zsp;>fYLD^N)0=Pk=sbAYX*t>!m%`9)n4Gfwa;GNh-{Ql9QNa2BPbjB1P22)27D>bu zsd=kQ65l4GHnN*pci|O=R5$JRF{6*mnWEgWGd>~)flWg8`A-2pf%tS`@ydLpHrmjY z>3fE7zJg^mo}o5u`596elgxBAH%Ca8pqhTD5Ef$yGhgVgg;QQ(adIaPnI>l_gbw!s zIYL~)%R?)vWzc4(AeOrcg7+dU2u&&x!g%@!79)cg<}`Y`Z92($vp7Qv@k5an|DZ3M zBT~Bv**QprO_-k7cX=3>TyKx|TV(PO^QplbGe!~)M+t*jR z8cBji1SN?$Z@o9~M`Gul42t4p?zkG2qb)OP0ysh)VwqotW4>jwCJ@pXJ9U&&HP^ct zU)maM%ZbSgYmSh4p5rcBGny3YG44!!StD^$1n)#hKkK3aB~l2vLKCV>*OoA;0`@B{ z4vE?883;9ihCrz4M0RHmX<~kJQsOmP+WuZ6j*xZ-`CQFr_7?)eSbeUL!ZAwWS|Q{s zcVxBqTEa3r!RSO=%%{cpjJ@)B+z|+^HAg5{xl)LmU}W)2`w6CQ(Uw20tjl-X6hgWT zIYMQD#I8lZz2L)N=d0*T2n#sc3A>9Ss-`3Kg`K4X6bN%Wr+yX2v{zN@x$Sl}Q3C}? zOXX{@_yh9#WVpci9{EbwrYG8F-e~Q*DJcYaI2IG6a9x%F<6gy$(K+3sjj7Q)??PWJ z)q%Aw==PVqAt0=GV!}VGZGSgp(&>XHPgzAzb75JGfn$Inzla?252Ywm=oc z5^r?;x&on7*0NDzw3`@y^qC^HRUQsEg}Sb=DtY}rij-Cdy6E9td#vJ(BQ*HBSWnoi za;dVd5NbD}C)%t8L2c8W=ogRW3;8XWhtMuqxYbtshNeMsw(t$6X=A zc3KMM5C#LP&lIw>J?c}sB#Jz(Q%5m0loV=zmE(^ydJyWON?Z)4Lt~2;CfVO&7>64C`~mt#fzmBMO|wWVSWcOAcR4q zHH4U{NC_tYy*8Up$$5Zxb{*l7m%}5qR#%qi(K-=I!SXa2U^8Khp#@&JL@#qN4 zF@#b~Z@LTZm<1@Z;ZgeltLVgGwx@W}+(}(HbIp~X5uGt)gH%lBl2Yi$xM@evY8VNG z${WnHNW0XaZSne9PEdr{Fr7yiR<}4EsWT0&?wG1>%K;+93F)Iwdh8(v!RX~SJDqL{ zA^ses0h%#>BwNl{^-sh?I%eimWOu6QQmAZG-;Y)}r*}aEdlw}&pwt~+U~bIE+sDiP z;AcIXj7J++2$IAqDNF&>ei|}D?>SP4Wx3$}6|FIbn|Xr*hD5vK1;hCDIBd0WK`ZWP z9R{{E3u3v<|B7q*UTVtH>C4yJeMb`ok1i zD5~jCmTQRD*tU~Sg>s|~5xw-I!$doCa@r7LzxVR-ck7878J(i9)`rhLJck7;L({(Gb(BWWqW;dwfNZg>UktWsF(f5XOCqfEb#S5>5RCT)6H#ncdiy*!_0ba^D~AF;oA>5 zZ!h)5)kzcrp`C%yHoO~-k^IcURVl=JFq~In;qrLg?%G8ev^uIChE(Btbkxo%=wN?7 z`+H+R_|6ep=9O$BLujq(W{gW=tTiwWT~FepLFzd10ymxu9_Zs0lXs!5dQId)E7)Dw zhw4r7Dz%4A?MzC1{H&oP{J0TeQj~mt6W)g~7S_&|!oLbUJ<;VE!y1D)ro>X0uaM_? zadXgV!E7`-=V~KdWB6@bTdx_ycY$!rorIjcZwJH{jT^BrJ{p64o<#VADbncLoFR!YA%^~~Lii{`kTY13Tik6a zh}I$Zt1FXp?4_}|_eZ}UgY}qZ4XwwaM0g$*Nd-GO6ARZ+(jg<<^b5--OmmPUg_=A% z<8fE3yD&K?UXgJPp-2Kq0l_I}Fi}=UVeC?quiUNgVUBOf@Ohc3?GB|P-7m23+sg}x zdxpNqHAcg`6Jb2Ll&B0)N4*|nG-`H`FoIW^+P!q0S3AMhdA@yMQ=N5ilLY_+r-J&c zk5dTXz>pY6n<1;!O001h9(o$wNvCW+PxWSxagr_{8l)P*f~?htiQ-ogYPmR{>rgx{ zU)jlct@al_mZE+E@4+Cik%5nf%$$Mq@zTRZ^r(Nca~g)9b*|}AT{^WgkR(An)4u*+ z8p1L##F+{Fy5dDoWzqYvZETiuO6cZ1wJ7w)1a=2A3$d}Y5kLfI2MSr{kws1ks|`C6 zp)4llZs8zP3YC2`NFmg!^#_Gp5Za=D4;I8ghJr7P;X%>EUTcX5jmblp4B-Tv3MgEv z4-eoxu1YSgag_^Y#r+z2cO&$&5yslbRWYKSX_1Nx5xjh;fwIu>7tR|I>~yv#K*%93 zH?889a*5q;v4LaLpg}$aISzN*8m+s>`eMERg%Te;oApJ6rjBXgXvL_R2to3o?H=kJ zFw4ZVOEhyma@{z>`W%H6*X~5jwg14nrTrWhOyC;x$dhxWv>+$;dHP!9`Ywb~q^0@e z9)(0`=OcvO2H4yiFa#ZG^wZWD*xl6H$mw?M?FpOUVY=Nq1Qm-Dd|Ny0(bvP_yB*&E zicg~uQlY<&@R}keU7M7`f-Z&5CsK%+ciLo44Yj;2+ThXcXw_5zKRzzQ6-XO){q-k% z5u90+@HtBQ>AT9kb6ve;O-E>WskmAeLf^=iLgfx!LFk~958GH~0d#G5D06R#wR5Ls zMV)0Mz*37M4ZMUHH?whCA z<*QN%JI~t)k@k^eFPJaVeGuqg?Mc*ly>1V~Yz$(*y_)R#X7lE}gipZ(sUVT7l|HK0 zb-gTxniNu^BBnfJQkX@spjRSZLx|C~Exz_xMiJJ;ssoUt-Lax0JO(s53VMWbOBVFU zpJu#>1~E?Yz%z;9xOS$YC^O~=KXWQ@V`W!~VN8z}24#Iv!oW-;v^hf}up$YgRR@^# zjSh8&?gQ^UW`Ba=LgKbMzzk8cR-2Op=e9zGSdPIc_q7y99}n-GS3wp(E`?&UpSC%J zq%al@(A;`Evm!r*5bi@@7~<=V(g7E1KMi*{1 zg!lt73q**VPGHG7BQh27iECe8ca!l^9id8GXNI|D5tERi!-0bU3hmN_c@7vw`vD%r zOY_hMFs0REGVI9(gt!584nsytr2{V;@h6mfqU7R4MEO>!Lg`PeTA#$rC~X;B-Tr41vuIWpY5mw4Y86Lhp%H z=8M%8gz%_#ulX4W#k)y!CI_LN-JF(zklCd$K|#o2Ag;x5H(KI$Ix#10IYM(2Wi@uo z$+U1F@>2059t~LNhLf2}rj{Ap}q2nRzlV(QH{A;s}4dOjcyCAm7wsf=enm zaipBO(Lb?dawqdv1bcvIh-s!jZ#1YQh z35kuJ6$tPO;U`dvKf7{V1v+@y2=xb*XK&}|Q6A>~6d`j3x4WGxl;OU?Xv3wDa)Zl& zyXP!7$ z0^z|Gb!Kk-pvBp4uS9;Io2bdt_lz46rh+rq5q>U(P8rNnz19g0n^Cp$`mW5GO@M*U z#8FtS8l;HHyonv2a%_#ZN(u)LN}&cxOwAyK`E4;qnjug;ELOu8L;%wTgqB$d`zJ{M7gw(Li z5~ogU%cW2RX0k>zXGoz$ILJnLRgvO#*ynzn&XO^_1z{u+x(cC=k={WIx1A$}Tof~& z`4)tUkK`eQdYYoZCqOdy;kZG90--t*CPhOrJX#AH%F#$1c(hf-wB&d-LX+fhy9)(DPBEB{juh#J z=*&(bjKicH1+1++HjXibgbsd#(v2b^>`H{G@Mxm_+LV~%B30%e+%6E5U% z(Yx^Y8YU%HULHe4*j`YXRGK15Csc0eQs`&qmXasWu}6gVtx{-Gl*XbwgKpOZvsQIU z4421UH$FZ_zY9Ci)i%SRn~2+}1CPO&%Hk(d821%FlfpX?f+}sNjhfPG-sFL9Oc<6v zLr9CxCuyH?j&MtHDKx$)g?6T;nx{ymNfRdsa(JS3Sj*)xT<08eDz?QLue3QP4}W-< zl)^#wGA4yYHqn^0@jz#k2+v$Yh^jQkkmoQC!@9~hHA^Y0pZfx&N81aE(+npW2OeML z+=Uv#C>vpBKd+rRrRwJugxotshT3)5s#4*_1~L`YhM=jB%pH6LkO?T^t)dQNtK3iF$~yk2)4*k+;GB1IW_cb6UJZ~8+D`z zp4CIUOeq|sXLre_iKj`S$UF7hafHk$ZOTegExV*;DwNi2;+~0Ii2H*Y&U~K~=1jQB z{Kz#agxY*z(dZ1BgJ0E*l7zvc8J?%3*lR8sZupXAdVGgtiIP${(5A?Iu1Iyquq!8+ zd@hAtl_sUI1Y0Tb^@j}vb*(bExlbw0CRLrrKg#jJS%{?tqMw3M#D64OFP|~Ik z{gU&WB+29)OzGGc(uhpWA{~5+kgmg&rCDMIjbuQBDUzHN!WaJWJ^oLZD19cD6VD?t z5g1>0F>n1U!m9&{(+OWF1x`-7PUzCHmADOeu+yS()||XXT=Y~V=2Wfd4CTp3DEjTq zv@ZPygb?pec?+e(L=wcx{0!+MMcVAuX#-O|>j3=(LYoHO8%Z5%cxvY5{RscME`_j! zC#gzz;cR-UrsAGi3BhXR`Ux#+zj0D?o{|&wz6Bx0N>d2u%`~pGMFVf^Vvm-<#=Vg` z?J0bjWFSllp%E|1zZ>CIMG7&0sH90+G~gOyrCJMrslH!PSONdRhpX?E_jefcl3}FZRRVg$iQ+$UOi#%14stkTy44GRoLcsC^{7QArbuJ65vaXhd;e2}>5u+( z140$rGOa zgD|;MPH$PO@s-=W?JSs98=b7eH6@5Bg$xw@hbJz9_{bD{Q9=Egx7jlVM=bZwLg;i; z0~K!=Zg041b{-M}=f0FEc2W?f5CX#ge*B12;X^(F%RlG$|p(mwr&l zVOWT73(7^vKGq#Sf-oh9V9!jVJWZ-A(zk#9#q%G-NF-xK|E;&v2y?h8F|@BEyy_Qb zGo%m=HmnsjDQul*<7)_+<_%`&KXnC~x(fwD7|3SchA>x=!pFvsA&iS5*)zi^ErpRT zgcwW}2!UaSFmi;peBtfS_vjifByNZ{`e=H*U_$q%S)hQ0ySwtm@Ww! z)b2Zn8>EF)`I;DQd^f`6ZOH7IX4{A|i$`TwQ)#tW{P_FtfBq4YNP@^!DggZF?@Jq( zG2Ng^ef8EZd5E$`CI!(@Gl?xXUczA?9+e$`YZLFi+|0p_&-N~ z!_Ti@@{RUyQ6K*67roKGA^rjQ*ss3|zu4!p|LKW-C0@Lr_(A>rUs5XoNd|rDd;kCd M07*qoM6N<$g4qOe?EnA( literal 0 HcmV?d00001 diff --git a/doc/tutorials/highgui/video-write/images/videoCompressSelect.png b/doc/tutorials/highgui/video-write/images/videoCompressSelect.png new file mode 100644 index 0000000000000000000000000000000000000000..a72fc01c3103fe0d03679dd3812fb265508a31f1 GIT binary patch literal 7397 zcmVw@3ng2OuWdJ%p+uM*wq1gZ1kgb-lps)V`f5bWf z0Mh3B@bIftF)FcDNyO9R)86WWf`eeI@c*`E0A;iQ06G8v|A#gUXTABZ5w*TS(|Euuu?d|Q`|Nl7vWxUbn!`$^wCLU>N zY4rL2%ttdMD>Cr#@Xu&aIy#WskU9WNs90HC0t)QN(&|J&it|1+!q%3esv;?^P}A^?JjIBBuk z$*s%jyVmmnHivq<^R;CF$lv&706ChP zn!i{^U2A&puc+nl^{hrZ$=>zVe`n6{@BsjZ;i{xwUSRO6V23sUr^MqbD=opj|980V z#M|vQht6DFU8~NA#fgO6>h@l%|H;YAjLOWQ?f#mQss#o_(E+4juc?91Kd zN=i!G-`v{f@<{+t>ht}OJ33~z+ndbn%GKgvtIm&Q0JX4RQ)6ygXLawZqRZj-zP`TB z@Vw~H&J-9Pl5=?EpO{rYJT?F}?X|4nje|&lh_ux7klX)ewzk{Qt>dz+v(D?8%-m!$ zD7I!gy3Xa^?99Rc|D?g*=gG>NfquN%?EnB|)#B{6((OqA0Hn<8+2zE>5DZBswpEGCPlbPh^-sGB}F!#>PIdkuPIsbqD|NLi8q!0X; zf_oIXiZ&$hrpzFs7@S$OWy^7wvW3YaTR9@+J}&B!MXqIw3u*l5SL6Sa_IS!PL2LcK1q{BdRiXxq2(iE6tEe}j_ z14m2g2a5c&orn@dsiSepD`TXqF04b@yO#lY4@A(=zSl`GxFz74lAy)p0W%|4ZOI0c zyGA4^9h{8vFDQS@x@a#Hc@c#eec8H2t|7T-PaZHeUU}2nzd-pnRTv;bC5};wINkO3(BdPj&I1P}>i#$q=!1TZrTSodG&V6%oPigI11EyJs2q4YU zL4tCEQl&(U*xjcPq~bOLg*ytZdaY2YK!bNm3=>y5Got$p;L8XAg=N92{YDWafCxo5C6{M|$Z+19`y z)tbb><-Z1x((F-NIxhSHGn!^0Ho&^;IyD|%yLt2GpD_7vMXEBgva&L&_#Qv|lg*pg z9&W^Mo3o@zLW^A=T=i&rV&aQ$zuUkBC>0A~Dwz0#bIFM>o{IrS#l--ryj(}AlV*g) z%L6FrWim#Vc=Te^ycTsqIHl)+(&j&7@~2FyGOAHBs%Vd&!(z`JZp2DCOa4ZBF9?!& z&)}!p+JKD}C8mODb4DSbV%jtiCNI*^5MYqF7Y_Ga0rHtDCk>)GRiTJcE4`w!qEwY} z^ypFgUu92;ASJd98`XAnP7L5_KRQQ}Udd~37$!-eeyb!&8ikyIBV#rKj>I&4{Pwpc zY11lc__U*Q{{0-hln?vM!FhK=-Msd4s2Woa}J(>Shk3=nNK`UVPz8i$oMltAS`;lLoZ56f%+VsKvj2n03i#dDjAzZe_? zaPTb3s^RYz!_kk=K}olzLh?P7J4mX)pRD3r5IXZcD)iICjR-mC z$ImE~psApmjmW!m@FvtaY!%Q3-p^|%TdqBtpp`GFrIsG$OiqaUaMhpTLhQ-vSXkdR_{&oi=h>k%hLBb$Ie$ z3Ay8r@0jI|JJbS`4`(4-g%Y}w!~Stj44S4pQM35HBd+!aMhV)3j?&w2Sy9@=?AkC1 zuO&eX0!ry^ZA2*uB{5`Pcp4!gB4T2Y>#x`Ca$ftGsI)Fz*x4y9vs}7y{NMe(M!s(p z?a3dGzcCBZ=KOdnqZEW2fo`5C&B-fUCFPZk7>*qtbZQMuLyhBA_37m2 zen|4_tKYYlS6^iXo}2t>6{qw8rxXm{GZE11bH1yf%8bo@=@Y4qg( zK};h{c#uX-pwy?Yr39H>suYyasZL3Oe!jt@9A&zxlYo`rr{H)MGfRj`Vf6UL$A#h6 zgVA(%ipkdXc@-XeykK$FZ*IKt#y@D}$}9hHCB147LYd!G6$i^$9|x4S2uuJ@%L^<9CK}w4_rh1Mk5b%P?N~{?j zM@A4dlKHp*GI64g(#ee$WUNL~X4?!~)`4{Ngb<}g%q?Y@MX(c2m97NNWz9gwH z3m)eK+BMdoYC4gG1Vkc|FJ)zD8sNyDJ$p|xLK;LM-%E!zXS#t^;qlFEoEP29&jeK&0>0+_hQX()YJ z#_T$~s!K5XtlV*60=+XjkEc(=8|sOmV}q7N#>j@!;}3ke&492G$G#CFBbB!poCVapHgR( zaFRnmrOqjJLh~Jvh@%HxiD4`UJ%h*tg7EhqZDV@Fa zRX-(XN*KgNKc&YcY3xj&uVlkk-+^uSZ}m>8;%h+ZvDW#%l3&jxN~OvDZOKv&d}Ah} zN=8cSom!GNO6w&_x;lC&l`NRgwj~=zw9fB}T`IGnguJglt6N#VtmOT646td5N(tehe$M(;wrnAvK%*Q0PV&u zNHyJ;=?Z<0(!-4%9SJm6+1~Cw*#UrL+m^D~7Tbk1c94b=ZUiOZKnkZe zHc?koF+>{2A-SS-z&T^)g;HI6d#9AB1B*3KB3s0ak_MojlBQy)?2_c(E-4sFQSVAN z`~tP_isgJ1cI-?qlECtJT`+N5Y`)x!uIl| z*;Fxv*1KzzFgJGpTurKnCCdi6qQpFbBS(&$z0?$yzBji^S3Ib+96^a?#NAQqV3f?W zDWWApVSU`Slji##<86s+97~pYpky^Or&m%kj!(PymvGA|ZDrP*l4T`PNU5_?xE_m8 z>?u|E1qml5E4w834GAlyBS(yVTxH*oFjB(B$Bh0`Wv^^H)zw)jzAW}7v%*ZtIre% zmNbKnu{d;@DdS)+9RJZR((9|G0(@ODl%1gfxIl!xaH@4BRp&#UypVzfbs7svt+%em zYtR6MsH4+x8vBeWC0px_l=3x$je}_D6327#o@dYx=o^jFWh(bXC)p6npcyT^IveU# z3Tds_(xEe2@Wv6kP!A9N~a+4j}5bw2} zE)UlMCZut3Y*(q1D$4y_r*Q!3XJf{U2|uNZiV9mwvSzSRVF6aRH8oaH+P%D01;9?K zQsjz!FH5pb%EvJlqGD@$^dZ@7QL}9oo;fl7Fl)@rj zG6$?J`E0CrPs};dQu?e9QF4k4LzMB_Nj4wN_bQ*trB6mOz*&28|- zc1_oO%iC+`;r0eRwqyFd+iw6Rcyb86!0Q^=PM^n%Qe~)4XABqUyOe6pl!lxc2?X|Q z`S2~g0IGSo3;+48uaTkX8jk7q8;H^_+&%MTR8X??y@${(?|5>Exh>W17&&B3Eyr_a zKfiT2sLGBhx0#NGl@bns7;oO^?+zvWqZ<<}C=Izro(`=7Thz!}(y!@^(yrTvTr;v( z-dcJmE-Sdo_Jd)cb*hkC6H15oP9VMs=_KjTtnisnmDs<0LA|5&@?x)auq;%#< zFiUt(BZ-V^opx-Rt{No0&6)=d5D;l8u{Osp@H`m zmJ({5m0h}KI(2b7NV#;BcGW&rpsi2k z!?)HCvshC?PoT(5iF$D4al=SPMxL(MErrqztm&-Ls?sj4zl2ri4dE9!6Bg^Or{uGv zWKMnBQo64h;<)JYy@`_Ffs&se@cG9zgEgh}jT<*c9VHuAh&8dU_)8nDDRnaN z(@6@>rnVtj>v8gK_v1J#Ywb*_PH9W&8`C{eGNf}oP%N~Oy9ytE=)Jf`%t=9)tB1EZ< zyvqBUo6FYpv8$4!*5Tcas&ilWU-j-NMN+Ih?3U6O#e)BsmNo++&tiot=*$E#nE~z^Cm?QtBt<0OEZ5v=od9S8N_2dUG%D*v>c*^7(8p-`m25GpDuY5m-#&)7W?gNVPqqvDcq}^W=n~M zq(fQ!nyuk8iuDaV2--k^+Mae7sSb%_$u^WJRg>`rhs}ZaprY zzy2~>ahqw}6=G!p*OX>6O0&;*7VY*XN***0m!#l}b%3>|<+X8Tfy+1ia(U}~;KhEN zDb?a%W+h68`Vyrvg(ps&IGA=cOuo0EWNnwCLE}P9X`1brKq)=Co5UaBEiDj-Gp$o_ z>eDEuYWX*>9G#3FCL8um7fGbN}pTCaiuFLF-b8Pa}dEnf_QBPIYUzG`H6=JXqCo!b zpr!h@q(jaN!_m8uo_5(jqLh_YT#b+phKEv9!vzqebUjGGVifN6)tTIT&b@3j7#OyG zC#VoT^rs7W#RI0QeKAzSrbPF<`wc#PzM11_F7BJSuW?Be>*JdG z{=CYbkYmutUA)-n!e9DYQv!c!=T7E(PwOLD%Lq^^YUW;LGhphcWJ?KzkLXS-vYDAv zpiat_b%z`zZqfi{vF2_)LBHE{0q6AudSqr!(QF>=+ELQ2Y-5wUwM_PA#)X7ZwrMgD zQJQ+!T~Caw91|u=>d1+;#&wmFk~;4`CGtegZRwR~#`sV8!cED>dTXXj4%ICa|D#)4 z|6G~V{5oao)G5nsIvA(4l4XN6%j|2HwxT`0B9%H}PNar0JSokzuuDGQtitWSuv2== z+7qD2f2E!h9h$*YY(x1vRhlWwsmv=>D2Z&avgo&1+KMerrL0J$PItalBz|$&#rStI z6th(53qK_ruhOh`XRJrtlr%t_qa_ZE; z^z>=daENZ%vh(N9&$bdczHC{uZJF~zmRZSpgP5<{?ELXzmOB5`#ZnPMNR) zfxSgnf2rH|xrvCxGA%%9nzJh?ah%LHVUevgG3)5qWOl{!YzdU#BFvUarPjFG*|WDLqvBe!X1 z#XC4HUXH(*v}&o|r$Han)6;E1WLu!x<9Q8;d%f7}{DYFeP=mlrcdpp9zOpqkpUUbt zY_z&&5L-!mn{cDEUR+y>!rfaYgSq7L{QSB%G<%G^+iel}pGU>j^h1Nj#8MnfeY=98 z&B@{Vh^y0#cC^u`y0(w8tU*S(=KITH6Z_=fWS7nC%guvxxUkRca#WlC{{F_p!<#=E zFwIvwoNk@PHaF+<`(A^)V^3`B z)!Du~Iia`Lj%1g%s;YQhqjIX<%{w=)yyK#TvgPFDy*V{*k;9ai(`-*_M0&cXOc%>M zIf!GOm_-lC%+RM)70dGe(x|XpmCw#v9Jk!`wxXg@MtEL*xAcS(;3=KWEQ`>)SuJz%1SG;!|jl}auTAg;p1f^(^n?( z;NYu1KZK{-I&`~xyXnkAGX3r3kC@c5Qc#VR!~XN^k2_3zmBUMe#K_F!-)kGSGAm<@ z!OUG0l$^o3LMl{?$BJHF)K}^Zxwx^S&}GEAj$E00001VoOIvi5y`j z%m4rY32;bRa{vGi!~g&e!~vBn4jTXfAOJ~3K~#9!?VSx=lh@hs&7<9{z6eY)1}q=? ziab$-(t9|4v`9=fN|aTF(n=>4=GQEm$_lr#KINm;qeWa`(~w!;VH{z*34RplKpKaM zD8iH#;VDdJQCW*lZA-^%1^Qg)+;>7iz70y`KEGd*JLmhH|GBPnosYmM#5)^zqxdf1 z5%O-hBa~K3D<@a-?uod`(D~9wLD>G@3opDpZ{EBEa^5{5cVOQ6c`r|VVQTwe5K5=M zJg@qh88c>Rc=tpdAb94$yqBj|4iKT+#Ca;9rvt}#;*)iR!HgNIc@qy00HNE&12bmu z^oAG588Z&N{9Zp1w!d&5%OBrw!;PY5#(@{4{Xuy6$0`laZ+KGF%$PT|Z-gHmz$%n? z!_f-UxLwUT*IZAuofr z0ddC5Jt2HS#dnZxKzwFm_XwvR(C{*7BM`%;c8Aby-VC0gt%#v!-r;T#zRVM}A%-)4 z-2M>4sq*dsnsx=)*WeHjB%S7=Qu<15-U)tmOM1XrXofCDAMrFg`G&3tQ+_-{*Xu5; zhLhldZwd`AT}Nt7FR4w{VoQ0XjX|=S8gR=7)HI!@pPkWnr|D+QlXgM)QLomhMg-VJ zBKhF-w&+nbMzyGS{jTAvC65z5vUU;;(4Nx_yh}v=tff3o+eZx53!M>SA?&V>ap3H3 z>6WI=4AZ8~)b?9lSXO3c+S2~^j3&-5E-v4)mD-tUT8q?O)r&@Fsur$d-^KKzo;tGX zH}Wo(>qm;Eb~*h?q0z;qh4&F}#*d|)5Kay2UV!ZEj)T)pnY2%*wM&!tr@kPsGiRD( zLLU1jP3gD5+JziHzAPlpw8H>-O`4>&=rb5jU59JPOd<(OxzFCmwnfbzcG^jk1}0Qm zJ3H;bgfM*4zW#M#KXMM+&<^!Ei!gI+kcVnbcjdhmZWki5$Xw3K4*4buv118vC4#SrK&bh+Gb8{ zE}X>!ysvj#W6nb(w``R~mAST-%K&!RR-1QS$Ri1m zU&r#T(dargri&Q9tgt|sHLv?v8hr?9l}H~42(QBkzHGNFB%fB8dlBA);f7K*b<^)5t1*w!PJC?PjvW7FrRKpC6)Ks)v3$ub-*99>OvVFxrI}A@8`5 z03+*F9TFFc>(6$R2;x>7XNDVL$jOb}OQdGrX$yp3_F&9Z>-8c$D3^-u!sPlyxh`KH z9-agB!4N~m%k~}5(TQTVOq!G?4)9qTqtC$)+T$Vcpt*Vcc=&O>5p;rhsZX33G-ODO z$Va44+qW;o2*LwCld$>V!#Q@y=(RovVxUp^`s4dZ>JYtLWrtHQ)N7{X#Mm7VhrU?0 zFMQ#3xyGnJemqUgA!JJrRm~I!K&ux{!F3GP=j;oIQ3dSemluX>kL#gOCF$Ow9zL1EhIF!^u zl_(DP(E=qvQ4K>#9s`ehfG>w(pt>&3QE3y!HwhkSvJXy}9|i@*sQ{x&HwAYGWFR&Y zETp|LdYyJ*j7diZM9kE}=)L80UYswl7Kdn|##r&lp)ESyE$CF}m(N*6n;((3L}wJA zd`pg-o-YnHZVAUjTI7>2?!g?KF;QVg*n>R^{Toq{vk%67Km;HZ>!D}M?dNGgBO(juDGg(A}8XQk@8kfyP))@{r?5P(>q$Fdq=<%Qf=E zhy#}+ZsArR(39$J0Xs;aihE6tr3!k>h|>qCj1f>M6rjslSPtq?B#yyj2NK3bTxJ7} z7$MAH%k<^js(nZcLjfTkh?rVT1<)(kvqHkPSB^8QCKDg-eCUy-FrT3Ih5y+JV+!_s-CN2z6z>Qq49}Jy?l-B`2!Ud;kddQ-TBmt)XR{x0=FlQt%DXa z!U)SjnS?JBmsiW7wIcB~tbn1WP;H&=S_C`LwELDtT=Ri4!hAxZpnT|Gj1Za!b&kOn z7qoZF@f_S=T9O&t8klg)q25}3`GM4hAY9{F^cCf}gHiz@^a~L}JXE3jFdRd%9xJc7 z6#*3qi%UJfO}w-x!*!mU8DVh`){L$?6<}yIJ^@7-VTD{TMcps!N@%}v{iF$2(s$72UJ|Mh* zIn3wM{ZOBq3yUsoyL3%1Pc3?A+XY0rD3z1VG)R3%xE+oJW!zaOf?QV9K)C?_3+D}{Seb?bgP zwCetSl2vaTG^2<$)6?#n{O(CI1a2-n$v$gyVA{INO13=b?v}eS<%XZ!vgIV`)}_mG za7-|{Z$f}v4&FH@AOA>9Jn_~ z3u^B!1m=LOo`g6jO;yA>=Rj{lyURJ*!BvEqa$JR*ckjw|kn%3fzib`Y(%=nO6x{t%yh z!wtLq%gY^AoPs?`w(J|JeVDeR4qCRV<`_DzV7bZ(LFQKjBw)9b>rffzYO&m5yys>2%mYH8g}3>fB8_yBeZEJ zA1T+ko?e6_#__jt^KW!r=lS}HYjWmQmFax z-REq@^*$t@vq2a3=!!H<^WlHI`lAnQ!@c?oO<2zj`TGYp=>Gn2iw3Gl!!+-{`s@#E z#C`Ci-Wu{J+i8f&J^SjPx+3hNNW=Q!H1B@!gD63iO}JD5)X(h$}OqE@~7 zFU>;@8H5ym@B;xYunG5UA5yr=RvN-OTJUp>&`MHhD+v3LLP}s$j{13@QfM`V)X?`$ ze~RD{_8%cdIuzd6j-?r9$dw91Q#?W|BBYftsZb0rmb zEO-Y)F%Boj2K& zsi^^XwqWd48NBGct5FaD2J+aQP7K}Hv@@Hbld+$yvFWM|9_!%|{6QHr@Cb40$L`Fg znY^7%G6Bv_CZOw^u6|0SkYe(hAR9q)c65`Pek6ol%_Exbm&ruay%<>(-M{&yr)Xvk zHuMN7X0#--s#LNf5P4N?LZ}saD_3S9M=?J+L#uk9T z)15Y?koYRkV!zw)np1VQJs5&zcfiN1z8RsET0tpN)H&UO?7WoD1_)H+v>9j)2r;u7 zJlbz~l(x4?A{put5VEtlg^P-&y7+a=GdjAHcc&CI-6gcADT>Sr~h2@+#1|%2J8bTI9>bXP>Hb zirpnCbUALHakeN9VAY8&MantX{3W>hsWr;6&|N5nX{4|eqgGs146O8P(}uls?Va71xk=Y z7xf*K0-5?cNFx32U`5K@LH-O~TIY0DvZA}L>Ni3Ph7DTG5XDC{r~nWyUWZP%n9(WM zw%+ida5&bFG?|BKI<`5fP+&?08r~k7g##$kDF(M}m@-HPBq2>QGpkMf1e)Y5njcMq z1*SkY9y^{K&arQ-I^ zZ=ACoU=-l7LD9G{kA%9yv+X;WN0CApg0~Ic3!pv6)QsEVAUw5P#xl|=cj>HFp zZfrlY8@C;g^F;-ya+L!hJd1X$Ls`xbu7cktbhrh$c_c`jJnWMg2b6WhURrnueM^Hr zJ{Q0HT;TErrRbC0-p=-iqfSZVorAHKEwjf`NY^(@j%`BTco;m26jCq|d;+=xRQC=K z5NeN2NRp0j1ZMavSHgV!03-pV5}_=0!h`0z?6U|-7SQ!D>7TAoNRm0AIj%4}djZw@ zgwrjhSp}$lJ}p=kXpc}5eY6ds6YALD+s!p&+y2pp9+Vl7w~P#%-PlZsZNo+ZO$Xw@ z6J-jCzcMewyA9ng6e#`j+NA2oB!vQ*YeD)PhR#d(ty-DhdStg3Q@<%A;{-@haBJ%V znpOF&i#EBeTKyohYW0I19-pSSdec$6TU*bmneFg>(*q}_zy+l6Vry0;lbk*ux~;4= z!_6snQ%0*lv$nPMwiDA>kdbkYVz#Ge#RuQOtC8q})>eNR;{d(<2vP`2q-L4}s>MSA z)Is4|6CABN^(5jGj8k&70{JuX38=;_QFfOE+3rUAdhSmyx3DR0&^t1 zz#~y$R`X-9mZC|XI9G_s#x&(dF>C<4EM&OE14Q_t1wzoHF3LL!PbG^`4HGhG>cxN% zCR;zO<3UhiCF)m?MU~FmeQ|xAy0lL1LB}Sfz=X-HHDvkApnCPECbyK&+R8QO77TcthX*-2`r#eKm)=mjIbUftSqGS3@$C}kSCaHph2LeYXItLkbEbQG|=IN zuJ*+c?p2jg*@E?fpK@~`a-%JVCq_8q!!8X8`>)}3*hJ@zRX_H_CeWjGJI9VKMK`V> z|Dy`28tX`tB2CI(jfz1OKnl-+BCR1?7_Q9{^%aP;C_5o3+Fq(ITMz}DX%3+iK}cbQ z$~)*Zm|tEVV7W4Y5TwwPlR`)zogle^4I;cc0nD%@15<7d*bk9MQE^^yWO4!emf6%X zN%XBq`z3|)p*=68t$D`LPbs8b+lrM8tW&(}gHhIQ>5AChsC`k!4OrJ!9nHYj2;Rek zFgGGhQ3YV^NSz=OHfJgeK?AQ7Myur$krin>GLoB*cjhA@QYHakwVnT*J=*9**3KHO) z8r1@BVM4ZU@OEw^&Q^dEl9d9yC=yCGWf&zeC7ZqA&!z-xrWTeJG|pd5Go|ev+fD?b z_E8ZIwG>+U)V^O*DB$j2(A?6SEV?Ony-v~QT^X7U=OS_|bN0n8_DxxsHa%%J7Pd&( zB|B}7!3EdvR&a}V+7#?D8YV}YoDhJ^dr;e9lUhd#0pY7df{+@h5K>k|_{3bj^AV@c zD_TnM=@E5D zdozGG&HL1&Sfnk;xLmjEEab_GgT zc$$;rqPst-c=A%%?WLZflfr%op;q<(yF*ClDT<@ZB1fb7jR_K`)yOS70lDP0CCT8i zp%mQ+G}P6~@EPB!$x-%hv~#2bS`&Co)|^zh7R?Dn#nA=GA0sS4zIkmmQJ_z+;FB_D zyFbj5o_PDBxo*eN1xJy0R2ll#RdEmerO#j1aUz({AfV9%I^wV3N0a?~fQjz{5QLEYSR^UB2a9yD2q|*D zMJ_|KA56!gn(4d@?}6cqlEgw|xDy4MoUOq#cheHz5Ha1B6i`*CCMzL2J~v}Mm<|te zlad^y^|)&>lu{_5?;y9ayKB!P|CMcZpacOS$Oe(ZtepvxNLT{U%oXGx{pq5{;H#^V zZ<&8yvoz|I^lILw8-b8^7g3tIeD@8jDpI?>Iha+4A=^%#rqU_JpU z#A0YbSq<2nal5KqowB&fAtkbEbfxSHx~-7-wghH)!N>(;q-( zrec{wvS>X!7v3&FSyyTLjza2$mm(|MP}X{HJQwB#gPp^a8NghU3051>qFr7L_~GQZ z=pIh(duhlsJtL%XJF;MmI3U!TakynIz5z*uY*nD5c(Vig7DlJ~lyp6k?l$1Nb|l_u z8PpOCEaVH*3cgiYhz~Qk+mc7|^~vZ22%QrPwXQ5A_bH=s^!c#~&OJyFQJJum@CGd*1uPjWiWjCW6?ThQ%z@Rd?#M-xC zy#g!%<{hx09gr^!(!3*uU}S;r@ooX7e}~+tB)28)Pve7l<*7;vV$Nsc$J*ojlyjK2 z$pYnB6zOrQQdSB%G#+t+DX6ELi~T|PR^P4%gxp~~)#bJ&D9`yFx*f0ZIWX)SxtvFt z_G7p$0`^YeeAWms|A><^C*V%`O`(*a$7B0vf7DAudX_@E-rlXSYIGew#P?f`BC#cn z=RR_AwC(ivlnk#c_^PXyAJ}YF2{p3OBpx=3>FpV<3TYt>+|An&5UyqCLeMHHtr@V2 z0#eLqsagQuoX2FENdOT>b?VV|D;RohdP+ujx0*W;c5R2%q_D?RcxR`9uZt)_e7xEU z%c(&sQW|7zbDqJCPNiU&6`(q& z(WpJrBcX0Ztl==Mq5P`~aJ;NSa*64jv!PCg+2NHh%5rYQiwdyDr19~=wN(j{W3Xzz z?ff8{ctmHf;K>9siCkpg0L)o;qk+I?GwJ@HLT=k(?A z!Pp|D+3S;_CtDYLl(n{=Gu@{=n%-JlwLK#xYlp|#2Tq`fTT^yF7+zBNgiq}UXOVK3 zBRhR0NZA>IW<4nO$9A;Ez01xwExBc7r`wVwB~5WrxD_Pl!LTIU z?B2YK+%7C-+L7t}>T)a6;-;lVK*zoe^^gZ8=(5c->=4pj+G^fSqPqUZucLV#zu_IE zUL7>TZs+u2a6a58!XNf$QSsK`5K`pVdiag#3HYSRMQx?hLhln*!m!cEZ-*e5{SiMi zsM)c%Ma9N}A$%Nv#G`)*H+EfA{LotK!d{1PeX~nTWBgSCog6vos=64WkrNpdtwt#&s+44@P0>UR#PH>+Mm70(q-Vi+cMyH7u)> zXb1eeLMJA#8KtDu(y)d?ry;qQl6rztIBXF1Duw+)xN#7Q6km9EqM6Z>t7p;T*tSYF zlV>RQNRX=6A#cCf1a>Q*EXNKDXz;6Yc4C^*9FOM8LO({ZDlj7*qPW_-tP=1Dt$=Va zb0PV`0RG+V1LV~bn;>1`F<03OAEZWq0=&oDU~<{D)0{oyf&9gB58Updm|lemon6v z{($TdDjkpuGa9uj&^hHi*e?Z*ABYbjF2nd-w3hz?1hM}(@e}gB3 z|Ez_p{b`xfH3JM6ymX-P4MabWQF0yXsXyMnB1kv^per)=!o z4F(~QnC99hod%Kwic^t-e_MV^It?rrb#j|zzH)o;4jTUjlG`#m8F_<3J>3wkuD7pL zpGEVNHaHnWA4R_8uXbd^0RHlX82dw9K}9C&|^Kt(!4Qi!jE9$`;@ zJO3WWw2RH13R41${e8>bZHoSM(O`apKLVw2;}9Y2^5^BcImPI65L6B37u>xg{MXZg zaO1$G@TY@8_^A8*gG=8l!tZ})lL)_mGK%y`Io_PHq7)88gx~*Z#7ZF`tf!v_guk=N ze>L(wFNGZq`4|3&KQ`s?Km4%{!e>|6i0exVf4<7boVBFz*;j4F^}4kG{&%+15R?1h zS!*ENIPPD+vl;jI-Wu}L-`Sx1sWlL8{N9G#Q_~QWdu!vP@6PaUxH%pnkC1mfLf-KR zd4wGZ|IK%YExLd6QphV(-tmf*ch*y+JVG8J@18iqalErZ$4enEg}fV9Quvt4{Cs3P zn@6~0$+(~XeI&bapARX*B}4DVeg4xwk7)O^&#l~{k6)1j!v7Th=ZJN`_}S++KNn(z zjzJ^Ux&QeoK^WvdQr+yQ2jK{n!5|(XkB~?B)FXUMi;9tq@E1Q@GNg+N9^vDVLR&|; znV4~l5Qe*Kk(g4xVY}_0~g2c3+f>jTfT6Qd;e2DRS5rY zUs5PseD2(=l1waBLBb1?t?n$84*7J)yE`T^H8BgyJ(%&Hkn7*s7J(K|?j~<{%Yndt z*;SM4Zu!0QVBq|@>W~65=YPA^9e?gh%60FQ`v{jp=#oW9nuVluh3~h1B!oUYB;-2C zoud~N^wompXM|*zj`PPKvk5}zQ}@~5rGF_j1-f$_*m&GK`(S#JXc!?IkxRvm6K(*p zak=V10ULywyU?M7P{r>ELdzs0T?&O?qc6YO^NC`zuoitu`pmIJ=$)Au0(B$|MSsq%0AVxbVqU=Y7L_K|zaW<>D&3LrR<_aTO4>xIelaTT}jO8TcG zlwW)ZSMt5wKBaKFbvyLM$Bl6M{@$f9_uzUwDP>+nb3Z|zC9{vA4R5Tk`RCVY?!mUn z!rjPot0N>nCV8#o;Cjidl3JIo2iGTkbqu|>#`9Ng#UPzn!MobnKYX0A+=*<71 z$!9L0xo@BinQzwx?W)r0X5ez(2`)Eji%p@WKd_F&Dm=c1(KqNLcxAj#cbM`p%7UrWyHIoS5=uQG*; zU0gDffmF7L zbC1FNCIof(&pmin19j-@avN>z>8`KpQZ_@BA~cl0LNOLQTm97GX_p=6YChH;d$Y=7~z-^vB`;-IqD@ zN0ju36>p<=zIsFP-kI4f!rZ^2*Bs}23NK=WV3B@}W^Dy26lRuzj?AdZy?|a@>{-$_ z^;d?;xkL&l|Dh!F0z$9tS%4=0;cawgC)!Z5#=FFO?ivHwJi-MVN-m&7e?{*sKsATH z23>vbj0qvAfuxeJ(L0eYTg$Lo{%#SJkQB7O?hh9bR-~Sb*Vi3_05Q3eWiR}IYE zXB>TB`^2;47)WTJ2(9ZLyCUsN3PH%`uSZDw-(WaiKsC9?>HuNQq3_Ni)c%?fp0I&G z`~7s7sn!Dwc&JNH$~_3?#0JN<_kis?So!%P5YtZ-bz4CVo>oZS$#q`j^t4IoJ~ zId68I!G_Fcos+$WBlE1XSo4GJ3R2u(}tAoq@a81oXITRNM)xn+5$jqtyJ+y~*+q(F=2X)TdGG&l^cRTYuLaUw4k!@(<9{1sMI>{p( z#0lUdogvyF!s$;H!eM)A&r2bXke9-z7vT&0d4x8IaQfp%_-`KJ&>>v1|8ckxkMKq7 z_UH8dFPIRf?0s(keqIV~O$zt#ANNs;3E}I{y~rz4+f$_bpWACj`21&&Wiot`M`&Gy zpFM9vh_c2!7DdV7j2PqZ^(ek~YjpC(n$fa=95D1|OVaoGZ3`Y&EBM4`Y zP#JU=VuaRm0Bg+i(oP6b)`>SqO&@wG{KW`%f3~6&jvDpZ-YnD^VaoF#|80ncaMb>B zKl?u;+5O#mQaI{wzhPGt76`#89W#B@kV72V&WauRlM^N(>_C{3b>fv5NAb=k+>5X5 zH49+}LQti9d4@JZ@XZM(Tc#62wEX!AZ}Qz^3+}U*USE#7Lx`5Y{?ePg9NGZE-*-%e zT@WgkpLprb{d^YLa=H;5+}U$@tB{y`4|5GlRato?whXwzX>P02iOBbfS8i?JW!nQ((gb14ey?) z`}p@SO_*@v#PeC*1MCqYD~fJ_@x+O}dnfSjNx8iM;Puyg=GQAiB8w@@muK j0Yh(;dPT@PTX6pi@AV|d$OQhN00000NkvXXu0mjfxTpTC literal 0 HcmV?d00001 diff --git a/doc/tutorials/highgui/video-write/video-write.rst b/doc/tutorials/highgui/video-write/video-write.rst new file mode 100644 index 0000000000..0bebf82381 --- /dev/null +++ b/doc/tutorials/highgui/video-write/video-write.rst @@ -0,0 +1 @@ +.. _videoWriteHighGui: Creating a video with OpenCV **************************** Goal ==== Whenever you work with video feeds you may eventually want to save your image processing result in a form of a new video file. For simple video outputs you can use the OpenCV built-in :huivideo:`VideoWriter ` class, designed for this. .. container:: enumeratevisibleitemswithsquare + How to create a video file with OpenCV + What type of video files you can create with OpenCV + How to extract a given color channel from a video As a simple demonstration I'll just extract one of the RGB color channels of an input video file into a new video. You can control the flow of the application from its console line arguments: .. container:: enumeratevisibleitemswithsquare + The first argument points to the video file to work on + The second argument may be one of the characters: R G B. This will specify which of the channels to extract. + The last argument is the character Y (Yes) or N (No). If this is no, the codec used for the input video file will be the same as for the output. Otherwise, a window will pop up and allow you to select yourself the codec to use. For example, a valid command line would look like: .. code-block:: bash video-write.exe video/Megamind.avi R Y The source code =============== You may also find the source code and these video file in the :file:`samples/cpp/tutorial_code/highgui/video-write/` folder of the OpenCV source library or :download:`download it from here <../../../../samples/cpp/tutorial_code/HighGUI/video-write/video-write.cpp>`. .. literalinclude:: ../../../../samples/cpp/tutorial_code/HighGUI/video-write/video-write.cpp :language: cpp :linenos: :tab-width: 4 :lines: 1-8, 21-22, 24-97 The structure of a video ======================== For start, you should have an idea of just how a video file looks. Every video file in itself is a container. The type of the container is expressed in the files extension (for example *avi*, *mov* or *mkv*). This contains multiple elements like: video feeds, audio feeds or other tracks (like for example subtitles). How these feeds are stored is determined by the codec used for each one of them. In case of the audio tracks commonly used codecs are *mp3* or *aac*. For the video files the list is somehow longer and includes names such as *XVID*, *DIVX*, *H264* or *LAGS* (*Lagarith Lossless Codec*). The full list of codecs you may use on a system depends on just what one you have installed. .. image:: images/videoFileStructure.png :alt: The Structure of the video :align: center As you can see things can get really complicated with videos. However, OpenCV is mainly a computer vision library, not a video stream, codec and write one. Therefore, the developers tried to keep this part as simple as possible. Due to this OpenCV for video containers supports only the *avi* extension, its first version. A direct limitation of this is that you cannot save a video file larger than 2 GB. Furthermore you can only create and expand a single video track inside the container. No audio or other track editing support here. Nevertheless, any video codec present on your system might work. If you encounter some of these limitations you will need to look into more specialized video writing libraries such as *FFMpeg* or codecs as *HuffYUV*, *CorePNG* and *LCL*. As an alternative, create the video track with OpenCV and expand it with sound tracks or convert it to other formats by using video manipulation programs such as *VirtualDub* or *AviSynth*. The *VideoWriter* class ======================= The content written here builds on the assumption you already read the :ref:`videoInputPSNRMSSIM` tutorial and you know how to read video files. To create a video file you just need to create an instance of the :huivideo:`VideoWriter ` class. You can specify its properties either via parameters in the constructor or later on via the :huivideo:`open ` function. Either way, the parameters are the same: 1. The name of the output that contains the container type in its extension. At the moment only *avi* is supported. We construct this from the input file, add to this the name of the channel to use, and finish it off with the container extension. .. code-block:: cpp const string source = argv[1]; // the source file name string::size_type pAt = source.find_last_of('.'); // Find extension point const string NAME = source.substr(0, pAt) + argv[2][0] + ".avi"; // Form the new name with container #. The codec to use for the video track. Now all the video codecs have a unique short name of maximum four characters. Hence, the *XVID*, *DIVX* or *H264* names. This is called a four character code. You may also ask this from an input video by using its *get* function. Because the *get* function is a general function it always returns double values. A double value is stored on 64 bits. Four characters are four bytes, meaning 32 bits. These four characters are coded in the lower 32 bits of the *double*. A simple way to throw away the upper 32 bits would be to just convert this value to *int*: .. code-block:: cpp VideoCapture inputVideo(source); // Open input int ex = static_cast(inputVideo.get(CV_CAP_PROP_FOURCC)); // Get Codec Type- Int form OpenCV internally works with this integer type and expect this as its second parameter. Now to convert from the integer form to string we may use two methods: a bitwise operator and a union method. The first one extracting from an int the characters looks like (an "and" operation, some shifting and adding a 0 at the end to close the string): .. code-block:: cpp char EXT[] = {ex & 0XFF , (ex & 0XFF00) >> 8,(ex & 0XFF0000) >> 16,(ex & 0XFF000000) >> 24, 0}; You can do the same thing with the *union* as: .. code-block:: cpp union { int v; char c[5];} uEx ; uEx.v = ex; // From Int to char via union uEx.c[4]='\0'; The advantage of this is that the conversion is done automatically after assigning, while for the bitwise operator you need to do the operations whenever you change the codec type. In case you know the codecs four character code beforehand, you can use the *CV_FOURCC* macro to build the integer: .. code-block::cpp CV_FOURCC('P','I','M,'1') // this is an MPEG1 codec from the characters to integer If you pass for this argument minus one than a window will pop up at runtime that contains all the codec installed on your system and ask you to select the one to use: .. image:: images/videoCompressSelect.png :alt: Select the codec type to use :align: center #. The frame per second for the output video. Again, here I keep the input videos frame per second by using the *get* function. #. The size of the frames for the output video. Here too I keep the input videos frame size per second by using the *get* function. #. The final argument is an optional one. By default is true and says that the output will be a colorful one (so for write you will send three channel images). To create a gray scale video pass a false parameter here. Here it is, how I use it in the sample: .. code-block:: cpp VideoWriter outputVideo; Size S = Size((int) inputVideo.get(CV_CAP_PROP_FRAME_WIDTH), //Acquire input size (int) inputVideo.get(CV_CAP_PROP_FRAME_HEIGHT)); outputVideo.open(NAME , ex, inputVideo.get(CV_CAP_PROP_FPS),S, true); Afterwards, you use the :huivideo:`isOpened() ` function to find out if the open operation succeeded or not. The video file automatically closes when the *VideoWriter* object is destroyed. After you open the object with success you can send the frames of the video in a sequential order by using the :huivideo:`write` function of the class. Alternatively, you can use its overloaded operator << : .. code-block:: cpp outputVideo.write(res); //or outputVideo << res; Extracting a color channel from an RGB image means to set to zero the RGB values of the other channels. You can either do this with image scanning operations or by using the split and merge operations. You first split the channels up into different images, set the other channels to zero images of the same size and type and finally merge them back: .. code-block:: cpp split(src, spl); // process - extract only the correct channel for( int i =0; i < 3; ++i) if (i != channel) spl[i] = Mat::zeros(S, spl[0].type()); merge(spl, res); Put all this together and you'll get the upper source code, whose runtime result will show something around the idea: .. image:: images/resultOutputWideoWrite.png :alt: A sample output :align: center You may observe a runtime instance of this on the `YouTube here `_. .. raw:: html
\ No newline at end of file diff --git a/doc/tutorials/imgproc/erosion_dilatation/erosion_dilatation.rst b/doc/tutorials/imgproc/erosion_dilatation/erosion_dilatation.rst index 601abb893b..49639060ac 100644 --- a/doc/tutorials/imgproc/erosion_dilatation/erosion_dilatation.rst +++ b/doc/tutorials/imgproc/erosion_dilatation/erosion_dilatation.rst @@ -70,7 +70,7 @@ Erosion Code ====== -This tutorial code's is shown lines below. You can also download it from `here `_ +This tutorial code's is shown lines below. You can also download it from `here `_ .. code-block:: cpp @@ -175,16 +175,16 @@ Explanation #. Most of the stuff shown is known by you (if you have any doubt, please refer to the tutorials in previous sections). Let's check the general structure of the program: - * Load an image (can be RGB or grayscale) + .. container:: enumeratevisibleitemswithsquare - * Create two windows (one for dilation output, the other for erosion) + * Load an image (can be RGB or grayscale) + * Create two windows (one for dilation output, the other for erosion) + * Create a set of 02 Trackbars for each operation: - * Create a set of 02 Trackbars for each operation: + * The first trackbar "Element" returns either **erosion_elem** or **dilation_elem** + * The second trackbar "Kernel size" return **erosion_size** or **dilation_size** for the corresponding operation. - * The first trackbar "Element" returns either **erosion_elem** or **dilation_elem** - * The second trackbar "Kernel size" return **erosion_size** or **dilation_size** for the corresponding operation. - - * Every time we move any slider, the user's function **Erosion** or **Dilation** will be called and it will update the output image based on the current trackbar values. + * Every time we move any slider, the user's function **Erosion** or **Dilation** will be called and it will update the output image based on the current trackbar values. Let's analyze these two functions: @@ -220,13 +220,15 @@ Explanation Size( 2*erosion_size + 1, 2*erosion_size+1 ), Point( erosion_size, erosion_size ) ); - We can choose any of three shapes for our kernel: + We can choose any of three shapes for our kernel: - * Rectangular box: MORPH_RECT - * Cross: MORPH_CROSS - * Ellipse: MORPH_ELLIPSE + .. container:: enumeratevisibleitemswithsquare - Then, we just have to specify the size of our kernel and the *anchor point*. If not specified, it is assumed to be in the center. + + Rectangular box: MORPH_RECT + + Cross: MORPH_CROSS + + Ellipse: MORPH_ELLIPSE + + Then, we just have to specify the size of our kernel and the *anchor point*. If not specified, it is assumed to be in the center. * That is all. We are ready to perform the erosion of our image. @@ -271,4 +273,4 @@ Results .. image:: images/Morphology_1_Tutorial_Cover.jpg :alt: Dilation and Erosion application - :align: center \ No newline at end of file + :align: center diff --git a/doc/tutorials/imgproc/imgtrans/canny_detector/canny_detector.rst b/doc/tutorials/imgproc/imgtrans/canny_detector/canny_detector.rst index 73a25382f6..e7fe4dc697 100644 --- a/doc/tutorials/imgproc/imgtrans/canny_detector/canny_detector.rst +++ b/doc/tutorials/imgproc/imgtrans/canny_detector/canny_detector.rst @@ -8,7 +8,9 @@ Goal In this tutorial you will learn how to: -a. Use the OpenCV function :canny:`Canny <>` to implement the Canny Edge Detector. +.. container:: enumeratevisibleitemswithsquare + + * Use the OpenCV function :canny:`Canny <>` to implement the Canny Edge Detector. Theory ======= @@ -265,21 +267,21 @@ Explanation Result ======= -#. After compiling the code above, we can run it giving as argument the path to an image. For example, using as an input the following image: +* After compiling the code above, we can run it giving as argument the path to an image. For example, using as an input the following image: .. image:: images/Canny_Detector_Tutorial_Original_Image.jpg :alt: Original test image :width: 200pt :align: center - and moving the slider, trying different threshold, we obtain the following result: +* Moving the slider, trying different threshold, we obtain the following result: .. image:: images/Canny_Detector_Tutorial_Result.jpg :alt: Result after running Canny :width: 200pt :align: center - Notice how the image is superposed to the black background on the edge regions. +* Notice how the image is superposed to the black background on the edge regions. diff --git a/doc/tutorials/imgproc/imgtrans/copyMakeBorder/copyMakeBorder.rst b/doc/tutorials/imgproc/imgtrans/copyMakeBorder/copyMakeBorder.rst index 5558b35013..877accd529 100644 --- a/doc/tutorials/imgproc/imgtrans/copyMakeBorder/copyMakeBorder.rst +++ b/doc/tutorials/imgproc/imgtrans/copyMakeBorder/copyMakeBorder.rst @@ -8,10 +8,12 @@ Goal In this tutorial you will learn how to: -#. Use the OpenCV function :copy_make_border:`copyMakeBorder <>` to set the borders (extra padding to your image). +.. container:: enumeratevisibleitemswithsquare + + * Use the OpenCV function :copy_make_border:`copyMakeBorder <>` to set the borders (extra padding to your image). Theory -============ +======== .. note:: The explanation below belongs to the book **Learning OpenCV** by Bradski and Kaehler. @@ -208,10 +210,12 @@ Results #. After compiling the code above, you can execute it giving as argument the path of an image. The result should be: - * By default, it begins with the border set to BORDER_CONSTANT. Hence, a succession of random colored borders will be shown. - * If you press 'r', the border will become a replica of the edge pixels. - * If you press 'c', the random colored borders will appear again - * If you press 'ESC' the program will exit. + .. container:: enumeratevisibleitemswithsquare + + * By default, it begins with the border set to BORDER_CONSTANT. Hence, a succession of random colored borders will be shown. + * If you press 'r', the border will become a replica of the edge pixels. + * If you press 'c', the random colored borders will appear again + * If you press 'ESC' the program will exit. Below some screenshot showing how the border changes color and how the *BORDER_REPLICATE* option looks: diff --git a/doc/tutorials/imgproc/imgtrans/filter_2d/filter_2d.rst b/doc/tutorials/imgproc/imgtrans/filter_2d/filter_2d.rst index 7fad4b56a7..bee8f3c604 100644 --- a/doc/tutorials/imgproc/imgtrans/filter_2d/filter_2d.rst +++ b/doc/tutorials/imgproc/imgtrans/filter_2d/filter_2d.rst @@ -8,10 +8,12 @@ Goal In this tutorial you will learn how to: -* Use the OpenCV function :filter2d:`filter2D <>` to create your own linear filters. +.. container:: enumeratevisibleitemswithsquare + + * Use the OpenCV function :filter2d:`filter2D <>` to create your own linear filters. Theory -============ +======= .. note:: The explanation below belongs to the book **Learning OpenCV** by Bradski and Kaehler. diff --git a/doc/tutorials/imgproc/imgtrans/laplace_operator/laplace_operator.rst b/doc/tutorials/imgproc/imgtrans/laplace_operator/laplace_operator.rst index 99bb326ac5..764b119669 100644 --- a/doc/tutorials/imgproc/imgtrans/laplace_operator/laplace_operator.rst +++ b/doc/tutorials/imgproc/imgtrans/laplace_operator/laplace_operator.rst @@ -9,7 +9,9 @@ Goal In this tutorial you will learn how to: -a. Use the OpenCV function :laplacian:`Laplacian <>` to implement a discrete analog of the *Laplacian operator*. +.. container:: enumeratevisibleitemswithsquare + + * Use the OpenCV function :laplacian:`Laplacian <>` to implement a discrete analog of the *Laplacian operator*. Theory diff --git a/doc/tutorials/imgproc/imgtrans/sobel_derivatives/sobel_derivatives.rst b/doc/tutorials/imgproc/imgtrans/sobel_derivatives/sobel_derivatives.rst index d544b109cd..007746e39a 100644 --- a/doc/tutorials/imgproc/imgtrans/sobel_derivatives/sobel_derivatives.rst +++ b/doc/tutorials/imgproc/imgtrans/sobel_derivatives/sobel_derivatives.rst @@ -9,8 +9,10 @@ Goal In this tutorial you will learn how to: -#. Use the OpenCV function :sobel:`Sobel <>` to calculate the derivatives from an image. -#. Use the OpenCV function :scharr:`Scharr <>` to calculate a more accurate derivative for a kernel of size :math:`3 \cdot 3` +.. container:: enumeratevisibleitemswithsquare + + * Use the OpenCV function :sobel:`Sobel <>` to calculate the derivatives from an image. + * Use the OpenCV function :scharr:`Scharr <>` to calculate a more accurate derivative for a kernel of size :math:`3 \cdot 3` Theory ======== diff --git a/doc/tutorials/imgproc/opening_closing_hats/opening_closing_hats.rst b/doc/tutorials/imgproc/opening_closing_hats/opening_closing_hats.rst index 40b06a5ea5..5ce49d305a 100644 --- a/doc/tutorials/imgproc/opening_closing_hats/opening_closing_hats.rst +++ b/doc/tutorials/imgproc/opening_closing_hats/opening_closing_hats.rst @@ -8,25 +8,28 @@ Goal In this tutorial you will learn how to: -* Use the OpenCV function :morphology_ex:`morphologyEx <>` to apply Morphological Transformation such as: - - * Opening - * Closing - * Morphological Gradient - * Top Hat - * Black Hat +.. container:: enumeratevisibleitemswithsquare -Cool Theory -============ + * Use the OpenCV function :morphology_ex:`morphologyEx <>` to apply Morphological Transformation such as: + + + Opening + + Closing + + Morphological Gradient + + Top Hat + + Black Hat + +Theory +======= .. note:: The explanation below belongs to the book **Learning OpenCV** by Bradski and Kaehler. In the previous tutorial we covered two basic Morphology operations: -* Erosion +.. container:: enumeratevisibleitemswithsquare -* Dilation. + * Erosion + * Dilation. Based on these two we can effectuate more sophisticated transformations to our images. Here we discuss briefly 05 operations offered by OpenCV: @@ -246,11 +249,11 @@ Explanation * **dst**: Output image * **operation**: The kind of morphology transformation to be performed. Note that we have 5 alternatives: - * *Opening*: MORPH_OPEN : 2 - * *Closing*: MORPH_CLOSE: 3 - * *Gradient*: MORPH_GRADIENT: 4 - * *Top Hat*: MORPH_TOPHAT: 5 - * *Black Hat*: MORPH_BLACKHAT: 6 + + *Opening*: MORPH_OPEN : 2 + + *Closing*: MORPH_CLOSE: 3 + + *Gradient*: MORPH_GRADIENT: 4 + + *Top Hat*: MORPH_TOPHAT: 5 + + *Black Hat*: MORPH_BLACKHAT: 6 As you can see the values range from <2-6>, that is why we add (+2) to the values entered by the Trackbar: diff --git a/doc/tutorials/imgproc/pyramids/pyramids.rst b/doc/tutorials/imgproc/pyramids/pyramids.rst index 41c734742f..43b03e45b3 100644 --- a/doc/tutorials/imgproc/pyramids/pyramids.rst +++ b/doc/tutorials/imgproc/pyramids/pyramids.rst @@ -8,7 +8,9 @@ Goal In this tutorial you will learn how to: -* Use the OpenCV functions :pyr_up:`pyrUp <>` and :pyr_down:`pyrDown <>` to downsample or upsample a given image. +.. container:: enumeratevisibleitemswithsquare + + * Use the OpenCV functions :pyr_up:`pyrUp <>` and :pyr_down:`pyrDown <>` to downsample or upsample a given image. Theory ======= @@ -16,25 +18,30 @@ Theory .. note:: The explanation below belongs to the book **Learning OpenCV** by Bradski and Kaehler. -* Usually we need to convert an image to a size different than its original. For this, there are two possible options: - - * *Upsize* the image (zoom in) or - * *Downsize* it (zoom out). +.. container:: enumeratevisibleitemswithsquare + + * Usually we need to convert an image to a size different than its original. For this, there are two possible options: + + #. *Upsize* the image (zoom in) or + #. *Downsize* it (zoom out). + + * Although there is a *geometric transformation* function in OpenCV that -literally- resize an image (:resize:`resize <>`, which we will show in a future tutorial), in this section we analyze first the use of **Image Pyramids**, which are widely applied in a huge range of vision applications. -* Although there is a *geometric transformation* function in OpenCV that -literally- resize an image (:resize:`resize <>`, which we will show in a future tutorial), in this section we analyze first the use of **Image Pyramids**, which are widely applied in a huge range of vision applications. Image Pyramid -------------- -* An image pyramid is a collection of images - all arising from a single original image - that are successively downsampled until some desired stopping point is reached. +.. container:: enumeratevisibleitemswithsquare -* There are two common kinds of image pyramids: + * An image pyramid is a collection of images - all arising from a single original image - that are successively downsampled until some desired stopping point is reached. - * **Gaussian pyramid:** Used to downsample images + * There are two common kinds of image pyramids: - * **Laplacian pyramid:** Used to reconstruct an upsampled image from an image lower in the pyramid (with less resolution) + * **Gaussian pyramid:** Used to downsample images -* In this tutorial we'll use the *Gaussian pyramid*. + * **Laplacian pyramid:** Used to reconstruct an upsampled image from an image lower in the pyramid (with less resolution) + + * In this tutorial we'll use the *Gaussian pyramid*. Gaussian Pyramid ^^^^^^^^^^^^^^^^^ diff --git a/doc/tutorials/imgproc/threshold/threshold.rst b/doc/tutorials/imgproc/threshold/threshold.rst index 1ac4919bd0..9b164b69c6 100644 --- a/doc/tutorials/imgproc/threshold/threshold.rst +++ b/doc/tutorials/imgproc/threshold/threshold.rst @@ -8,7 +8,9 @@ Goal In this tutorial you will learn how to: -* Perform basic thresholding operations using OpenCV function :threshold:`threshold <>` +.. container:: enumeratevisibleitemswithsquare + + * Perform basic thresholding operations using OpenCV function :threshold:`threshold <>` Cool Theory @@ -305,4 +307,4 @@ Results .. image:: images/Threshold_Tutorial_Result_Zero.jpg :alt: Threshold Result Zero - :align: center \ No newline at end of file + :align: center diff --git a/doc/tutorials/introduction/display_image/display_image.rst b/doc/tutorials/introduction/display_image/display_image.rst index a8be339867..af07b7f7f4 100644 --- a/doc/tutorials/introduction/display_image/display_image.rst +++ b/doc/tutorials/introduction/display_image/display_image.rst @@ -17,7 +17,7 @@ In this tutorial you will learn how to: Source Code =========== -Download the :download:`source code from here <../../../../samples/cpp/tutorial_code/introduction/display_image/display_image.cpp>` or look it up in our library at :file:`samples/cpp/tutorial_code/introduction/display_image/display_image.cpp`. +Download the source code from `here `_. .. literalinclude:: ../../../../samples/cpp/tutorial_code/introduction/display_image/display_image.cpp :language: cpp @@ -108,20 +108,22 @@ Because we want our window to be displayed until the user presses a key (otherwi Result ======= -* Compile your code and then run the executable giving an image path as argument. If you're on Windows the executable will of course contain an *exe* extension too. Of course assure the image file is near your program file. +.. container:: enumeratevisibleitemswithsquare - .. code-block:: bash + * Compile your code and then run the executable giving an image path as argument. If you're on Windows the executable will of course contain an *exe* extension too. Of course assure the image file is near your program file. - ./DisplayImage HappyFish.jpg + .. code-block:: bash -* You should get a nice window as the one shown below: + ./DisplayImage HappyFish.jpg - .. image:: images/Display_Image_Tutorial_Result.jpg - :alt: Display Image Tutorial - Final Result - :align: center + * You should get a nice window as the one shown below: -.. raw:: html + .. image:: images/Display_Image_Tutorial_Result.jpg + :alt: Display Image Tutorial - Final Result + :align: center -
- -
+ .. raw:: html + +
+ +
diff --git a/doc/tutorials/introduction/linux_gcc_cmake/linux_gcc_cmake.rst b/doc/tutorials/introduction/linux_gcc_cmake/linux_gcc_cmake.rst index d5e039134a..3e3191735f 100644 --- a/doc/tutorials/introduction/linux_gcc_cmake/linux_gcc_cmake.rst +++ b/doc/tutorials/introduction/linux_gcc_cmake/linux_gcc_cmake.rst @@ -6,12 +6,14 @@ Using OpenCV with gcc and CMake .. note:: We assume that you have successfully installed OpenCV in your workstation. -The easiest way of using OpenCV in your code is to use `CMake `_. A few advantages (taken from the Wiki): +.. container:: enumeratevisibleitemswithsquare -* No need to change anything when porting between Linux and Windows -* Can easily be combined with other tools by CMake( i.e. Qt, ITK and VTK ) + * The easiest way of using OpenCV in your code is to use `CMake `_. A few advantages (taken from the Wiki): -If you are not familiar with CMake, checkout the `tutorial `_ on its website. + #. No need to change anything when porting between Linux and Windows + #. Can easily be combined with other tools by CMake( i.e. Qt, ITK and VTK ) + + * If you are not familiar with CMake, checkout the `tutorial `_ on its website. Steps ====== diff --git a/doc/tutorials/ml/non_linear_svms/images/result.png b/doc/tutorials/ml/non_linear_svms/images/result.png new file mode 100644 index 0000000000000000000000000000000000000000..bfecae9a1b60e1344cf9fb9b89869b5cd4bf013e GIT binary patch literal 14714 zcmV-=IfcfFP)Px#32;bRa{vGf6951U69E94oEQKA00(qQO+^RW2n`1yEu$m50ssIY07*naRCwC$ zop+oR<^9LsGuy6ljowj26fCF^6~z{#V#kgGYK(;#D=LVH9k5}DXfz^LB#JFD1^ z7z8UIND)+|9&mTu9ar|Y%>4dX=A7$WW~c4*dGW`y%kA#WGtcMwmgid}euscD2>E#V zN>Id10I&~C*2Z^2shE-0Ad4w54E`{MWnvmMEZ2=Uis=v}Gz+RE=0HOp+zr5ekRzs} z4S2;A7>TeCR1j1IJWv9cL5|q#g(Ngh48qm(As}W#2O$Fm3C)BAVKEB=b|YbJhD~P# zdi~JK|3x8k{`tkjhvz{Q)J$D+b%J%x6!*i^^Tko<4-dnSurp({CxIibUABu`a``M+NqQsjvx3h2@-P5~@%SPkJ#P zosw>iSC}$=dY|fQMV6T|Wz+ZH*B^37PT#)%;$q+0wZTlXn4>Tgvf)?o_oTG22B(*+ zykBWkM-R}A^D}8%8~h#knn(auMNyQ=lh1@dZP{|u^Uv=J1ms90(=^fpb*nBrsc$$E z?t)2hh_DIca8ay>|3VZ#h3eG4Z4dm)Ii^H@edAeG|L}*Nio*T(?|?y&3;S>0e8Q?# z)yE#2pGo0060C!dAqXEped6B`hGU^0^oQdhBuLmE{O}4~2`{I17+DQ}g{$FJ2s&uN z{UYUd?~X_k9#2@e^8W7kdxODD3vlzmt8f#HguKLEQ$F}s8-EFYVH3uO6k`Eu;cn>M zU~WN)?PoL!UAMAf{{}*?Tv`2_-xMBmOu?t0ex#~B;l7)0>ejuxfBEv7wQK7$jECj$ zDgYzl<;0cJZLk_Xf*&C2w0o~>W~anY!WxS-%p|%m&1(i-?U_Fe536KY0Hy2HE zJDYkBcn$hmVZ4mcjhDb^$Zg$N=wqjYa!-?EK(>WQI;qpZfmz$Og=Wmy zwrNv{jKfk*nJIx4aepeLd%&^-{h}S=Bmho=jxAX)ZKN_)!W-K7($+bUCIsP?IDWkb zUbF5ZTQdn?97ni`)K&qHM^aT3Mb-W;1EGQs!g1ezHO$w>mpL;Iu1-_JficaMaJj9y zI#l@iexU5ZTovRy&H5cpLS&#=^fW_`Fdr;gQ1O#tdaf?AjhSGK2%hTtV_e0iFEJRW%Vy7Y71 z5}X5P0x$=AzwYfCcv3uSm#6KbP-DuE=E3!*Fi?e3IN9jXkaGBoW`o?^T(xsxDw7JQLMH$^ z!+^LKd<`rF;9pRlewA&&N;i@)N2e1$W1=6-v>ojoxCH)W=y|}&y79o~q;p_qy##N= zSncI^(4pDiC@pO-K6ndWft>W8H%g$mHCOW;_!M@7;;zaJ_3)fdQ_4;%wys5Ob}@{B ze5iu|xk3^G9pM^?z>Q6`Yt8n%2zIv;7iF4@JL++1(x4A2KyqDelmOhOjZ2dak_^Kk zP}^9L=D;m*Biz#B`jZ@7^02<8QW6S04uz(8U)ojN{&an^yQu(B2{*$`C^FI1seuFF zhh)o?Tnj@1xC?g1`57mxOfAk*u1-6hW?iVg8uN^L1d~!=;2SU;-h|yInmT!~C0PbW zbU9YH#qZs5o!wFkrJ5S}kVTSEWpdBSk92#4Q|3t$8C=OC6 zE(+TvZfwkhj&O%_7#Lf8v4|q6O@VndTm~W73X)hEMj8|$H6%;&ec}6<505bSs=2i_ z1cQoTU{c73`Ho^>8y*4=D4>E0UEvDYAI^$#RV)s};FtWJy`2}8EMl7W)`2|s*tT$3 z9XYZ{%ufd6e0U5VgZ(sVscqYhUkk*CI_M7-Ed*3V)X1LbosG{t(GJKE^lK?gScMrd2^O@VB`K;>uhw_* zcA1nti3{LyM*L~SuwP~SeA2dU;ejFn>W{sTDKYPEnqOLX)XCH5$|XP+z#)X zl~58V#=xa;4y=Ru&4>+R7rd*DFK8ArRR@Q| zVkm4=msd2G81T2V+0{iXLxI*1w@rAJZhVJrF5eGJAp~_vRnTh@o#7IwfiW!wEoQ?S zC~j}&yJn$#uJ6BFq+j3zL$B9pDo9J6voh1`=P0LThLv!q&jh>->-dy)xO*53-;e zTx?LCj!JkJj)r+|Dq?RU31d8b&$#X`)<#pR&<&o3g7jaB0v^XTYOK|5Q7;&gIv9o7 zy4l}Ha4#tm8c2X@ILgv8NFjIt^5L=c*GUP%urD3BFs8sa@LR|-;tM@+`!7ZiKMU?z zO2R^z4_Ctk>+V}$2l)g;odpU+IjiWb(H%$cEemLCRWugMA8BT?N>C4fGE^`3!)SOM z#a^t(t6u^Wkg&=E9O@|7&=qy*yZ(Y|5<7(OoN%x*DEH=#%M> zn2Ew%0P0~pc%U2H3lgl^gl?jQrG>f4KJfu@bx&p8rehat2EUTZL zr?FmU0I8#Sp1hf%nUP5m9%1tE$+@0f6%`c-*iRDX!ryh?7l$%1b|aJFQTVMzlbi!n zwegxn70fh~&g-O5ud=?@)I4^{8@ z>5h7({_Om-xqP-Qt;4tA_i!cr*9dX62YQ-b+bRNQ!oE-dgRRR+*a{cJJvwvCK8~4u z7zLlfSeq5|RukSutQe8PAB~%(I9iBJ* z^1$WX2yfH#)tzr`>6KdJZx)!m(#>fljr+{bir6oKpE|KN{KoIA5>%-CxAmBO2l z1sA}JAi*xkf)8L@N|#y{ts0g$EMLygQ}g=$)Ngd*=&%}IvS-Qq`t@XmSv#;<(?a_r z3N_Fh%G;EdKKKYm0g#*tQiY-B{?UU0ebKwQ&}#h0X8@>`ZOt zNR&m&Ns%gZ9ndcU^E@MYLi;>4Lp+t;>fH^*Bu)?gM{r-Q)}-o|5LN^cC9!x5LwM^H7D`wGH)-)@uZJ)|@5Z*;8N5$QmD?XgI6nzbtlm%=dE2w$~g@_FDZ=ncK$OM7mF z8L5t11r?Sa#dimZnP_Epo&qnF!=yxZt2pDHqPBI+c*VmvbH{UU(?UaL=UV6pyAx!K z$Iw3$Hlgbg@rwEmt-}XZ8Q987kkDM5{@-+3Rsw>A0_`F!ra+*%qI|fR1QVe`RH3B1 zmtHO*X{olc zfFPkGa56jtPs6E6ecY!YSxCYt?5mA0H$4GYAj3&$NVaFJJbnzLlP#B+XJIVA2fl?G zD1-Sft-0hdWQKQCh23x&tVlUVC{~yw7J2ptY))z~IQToh8D^bQx*R@&g-|0Jw%Gxh z5w;eFw*VLp6H*rc@56^6K_sd9v%d6U?9zoLBGggS5Q0avaX#c4v2jT$?_l1bSbPE* zLqb2?r;W?N4qYKs=(l<6lt9z)bI%m#ykcIZx zrm^7zAJn8!O1;j)N@OCR&?0nzC$4Yhgg}`zsaH{vHyTv|k4Gvk4L|zmR>8woFapK_ zumC2POgS*OD0*6&~~;!D5Mq?c< zHGz05DYu)R0@m~ocK$hGy_SvbEW0TJ#XIW6Vl&v*I1}69NTZ&6qIGo8`bf|ACF}4`RsG?X;nkdIU17CqcmRNVOg~DpvPnaG>SzdVfoq^2{MUXb8eZrKeE@hQzA}0CLHBaL zJhJ(gziU_IkVA6z?U!8~$s5$8@K?j~JRWKO{Ib&0u)CtnDqueN;R1Lba$yjR(Ej&p zdmQQ7frOp3c;&9J0m|&R3_gc1;CZODnQ|S5eAvU@8u%@0q+cBgktP*_ckT>Jl2ln4 zJz{8Xj~@PI%W7Ayto`b%>hw>&$sIO_!!T`J1goJ020&L>1q(B$6kvPjg!&Go7eN66 z@#0z-3cxh@sYP`Zq8?ssqpzi^k=2y#n8RQhC}z1~>)=&w{4o3s5m1v2$#tOQ}&V;YcQtN&24y=HBxE#)a zZ=oUs7g>8Gl%NV;7Ys~Xu5^c<0Nf9C9G`!DH-EQVdfYN3ZwOEpDGRG%q8`3I%mxR5 z5x7h{CF=s8m?ev3D1*zj^Sv(caRwHoj_;h%Cs>s@K7;iz8)`YF=#&v1MhwgzxIMf@ z!gFBufg=k?{-^RksyD(9`%rIrB~lp*p$k;OE9QEcJEE|CG-YoW#LJnGQ428qAK&sU)=fZX4YQMEOpBEDP@teet~|daP$&;6n>XL zY2A}+!cR*Xo96Ej683;MU@Af1~*9LvjuQzTdf%h}KN+^>25pC0%@7P@(^p z4D7xj;4~7}YH<|6fi@1`0czkCm;^6rSxOSmY=1^Vx^@4n$tv0FgBf+`f&L+%SAQ;i zT>=gvVGi7_Gaqd0Jc~7NZom=04E?e{UoISf+dYix*5MEG1AXoftKong00=|>)nXxL zG8~fBtH2%@3>)m-)MyvHtBpth(u=#ZxATqNZj>e2D|uB_RZunrH_R=WyH^kW>Ijw} zCf1^mgtouT0@z~vwql*(eAohGGzO~V%DIDc21kiLwDloHRhHE*oBZ?SxjX0nVhQ?0 zuO=Z01q_$l^4`I%J#Q`W6nOA>Bu`iktEek#SG-;Jb|Xh%0G|4N8_D+WLPYe3cBUkB z=A;hH8Q4MYkSpiS-ZSOSx2oT&dDbrlj>tVilBA}_WTxOKxDC#?QyYvrLBcfexfVjD z*jo(TS3aTSag}c$T=D3Zw`=C8sNH?t8xc>1-15xO5RQexa2gD@L3=g@y25kN*PtE= z?jvD}&!`@rwKOG7;oRbL6_h>m{@3u{m;XK1C;6`JdTpb>48f`IXN2uTLlcf|HduSL z@E~Nv6l+^3+meI|To1G1cggNhENdk2kpKcYtFm(Fjx zI8`Y#NceB~5N5%4tK(x-T{a_7><|*x!4c_~Eeae1Lm&qZOSbI5nY!`imMyu>q0PWU zMNbq=kl61p`%LICChukybzN{>(-qjI9B(H0NPmWTu*wFOm;@`}Yf#{8sI>G_;`ENz zz-!w066lc5i>im0HGSdwqXES(tl||+aJv*w5_OZ<_V~f15aLO z@6cEQYi+_}xEM;{LQ@!six?Q=nA~P(LMao@>Z4F-tsl~!NW|XChbd4fCM|KC02cu8 z2K=vWZ-I*$_&DT46s{FPGf7FpR2E4P`ay-YC!*FN2&Y3fWWyP)=Oss={~GtsLMJEy z5BT8*8=TZTmxRe-3fu(?ple3XaTfeb8~>wqHG6Mie7DB1?aKZG2Zc z8JK7kfdqHLEVwcKda?w&<0zq|x_+@e7B>TT!FXMmo10;Zef%H{fK|{TJ**GIZ{U1* z9X^Rq(}}{F&>w(-kez<N9@5m21h-^X;TNIoc-7g3VBnwqF|zmqC_RMK&IJ z;(>RxamY5UM}jbNf$LPz4hgzpRG6iEd9+YRZI7D9m0jdSwub9rE!=0DX=tTsp<_`G zvtZ`l637Y6g8qqqp4zS^NN56bVVX8Bfjx;B^C6gSMYY>D(6P)#-iQOVA|E+$aUv#f z9$W-3z?fu%HX?8-yaJclKMcYZ`|bu94Flmv2qgGfzs>HYpr*~p8fW2K-FPl^PG}(~H&Pm7JVU%#&DMd2DH zuDFyR_jAi5QQ_|pF#YjJ@G}g9$D!Qj!bXJfSpfx9hIANGuhy@rS<@)HLWSO&U8Ip( zrSZ$K62?HT{iAaP2~CH}1AQKlBq^ds0BUjANwS!X-tSGhfQxe6A*`S6-;;+5<`!t-=* z-y`^v7DUx3fCOG`<>hXX@v5k5gB_^C>5E+5qg;jQx|gR25^8u;_x9BGK4(I7dpTSQ zRj!)u_sZV$%l>J7rga!Pi~jTZ^?4`t?tMzZsar!^!-`h-VXp{uF$tRlrY#gCY*2yV zVps;}wOI-^0)t>a9GuSd=-u!Z42Rd<#Y2fr^_xO!=)PZ_(EIe81`k?)LdPS3jrAKF z{aFx>dB0_w(j|`5Vi*Nq!X>|Skjqpgp46)^={Y8axT3akGYrDgyfMtv0jCXsunHYv$*M>eS0up9NF+0S(X$`v{++elt5gbU#V8!%9T)1WVS zVPEKIkWD1BIkb6uczdhGNQW=iVqv5A-PbD;Q8#R;nmDm;(xlbVsN(ZUH{H}LW6t#J z1qmA?0P|oByqZElk_vu!6bf5kNQJP#Y6iw;=xyE0oo4-R1Z`?O!Jx8dkMi=%<6#>7 z_1=5yBuR=yGNA-ZY@tkRbD`Mz;?qRJ7*aF^_rO!o6&`j%G1z<<4?E#D69XY7zz6DC zXBCFS>dcwjpdqUJkxxI}*|n?B>wayt8lHk)FwJST$?M@{*c}fQt%xpH;2hn{j<%mq z2_kSCn0bU=4`ZGM>Fcj+yk6;yGm2nCgDrmGfyI@T(WuLdcPcPSw@@8ab~<(tdI`K4 zkKHaedg}d5kxMds06#$(Hb8|#CN^L?^TR%1+qR(3Ck-8%d(1J9!z?)euDkL(cJu^; zit2I?sSFF@M+m`sM;%ppp}RJo(XLIac}HWN&tg`_SX25ys4dm}R7F>!#youGGJ;wC z`ej{lMQ1=!R6v%c>}+Y`#Gl)2G2a=KKjWAX&7PS2x!;c_Bg-BXOFjq#>2u%W}=g;tn(A$Um}TxXMfU+r;rfeT?5 zjJ4uazzZMg9+M+1ojQ$yz%A(srd8m&ml|)_9*36&xXZ^>!A@Ik_A&wj0)m7BZQ-C*B3nX`Fq2@zwgp`)+f>ulOzlE0Na#Mq z&P86bU-G(2Yc%tC7(Kev^yz(LV^OWtp|F{E)I#Wwkw=-{I-zY6?(D*QXE%N~I$=Vu zf&!1vC&{u@U$4lr^yZso%a_-RCn+SMV{wvhe2%^LNtC9KY2?U`d3mzmFHfJoX5z%6 zrAv1yiaKUYCmXA#iV)O-gze!ot^Q>#d|g>!@vGDd(E0X z;jrrWdu+MZvtbDIuwN%SK|)(02X25{;Rd5y7^GgDq5G~T8tSpfcG$5a2v0Y>HGh7N zBr$$`S6fc*ui*x`9}W-;Ej=VOxsbUEWiTuag_~vAW9YsVfpPExj7`n&+ElhlYu3~i z76#y|hPRGBx?ELRxX^~#nPC{zaGCb+o9i?ZMqz(=4faiE4btX#8?J%pZ10@UgAw3? z<6uDCdZMcR)1zC7o`l=ChXVoW(MJ#Rc+Q3Q`}e={^wYb@vb1hpt^M+weDE1;f(`Jo z&`4Xd`cv_a>T8gWHl>JbsBzqH`w5elLVvZf?(0(f43s7L-d^{9y64mXRQzYJVML``>#L8* zGJX37PCd0?z<{h-vr2qE>4zWcgpr?lBn-jt;Ye5tPnnelr9wH3g#UwM;rH76W39`> zYFA&#iR->*^qCPMvSinie;)A9o}c%;VZaS_(Yl3|3qP;^92FLx#@1df5nXj!{W1?5`{;f|#l@Wr|g4L1gQN^S7 z`k%r+r>*A0VFo;`t3e=;CK6g`alHq-;B^?2S~+kVcv(NF{6JBa1J>wH(rzZ;39P7D zvG*yB`I}u8?iNuGBcT%%!3nM}WuK`elwc9u3LmAAB%KR`V2IUz9f>dYe4(O_>ocy? zxK1ob9wpB_e5M!gy5PFK0zZtST#Er+gVv)=^u02Pl9oPR_SdwJkqg@ES?K z8{rUG2~U`KBzrs@4VCbB*qY#H!@4-C0r0-1*|QS!cg;U2_aGJZiq2Q8tX=tK&6jIx z*ECXAWM?g91u9^-lNGK$a3Qq`YN)7ZVIr#G8`ua-AZU9MN>BywK-k6BVq$(64NHw+eKES0UdOf?9=+@PHQX zl-`&m5$`Kt2x?(E0FOJT<769%!oAQJW zr>9%C3lcgF9tFP*lhc2O9{~6PzA#H+4nx26NU9oG4MA87i{hh+n)KEqN;?Y}f&k3W z&M>phV&IF~*zhzq8D?v@6Q`i+3p_?u2s1rK19aml>CqVDznwGT zZkP=R3le4kq}X~B8G37U<2x-~$@S0>(0gMN1y>wSLKU(g>aI1Zf{GV!uAEDYbW?F( z_t3eP-mzd1aBZ ze{cJDp|{X4`6u_8+*Bh~T@#&9tOhbZJg*l4A(N*7D?luI1F z#opqe8mx)bJjZiOpIthYsfwax%h^q*F0b18Q9=szh1Z~m^J5Nuun;bV50dbinL@%F zVJ6IhZiarX2PVLB7;ALldaDrSx1E0*Q6rCi{}>Mea1Re`c)&0F@9uSXBOVS}L-M)XyMX z{G7uz(h@COZ#k@u?_O%)(DbDgSp`#;@Z)d{EP@yFPqzK6fZafQd_%DEjp9j0!X8dalBXRkJgwFkOk1-64ActM3bpo{kAF4*RphaPve zwXmqGU=~zR=^p5QVD^EFDi@))Vl;SQ&J{#m9Q~`n>2M0X5C4WTcvt(cOQ1t0*@P10 z!&Oi$f~8E_7?If?-oB`6QCsoDYV5So#gD`TXF~_L0J=bDI1he;OWnl4_(@awduye10s?fWSBwIY1+Z{#w34j)6d zrQvC@Y+czp5(0HFOUrLGxs2L#+PEVGM7Q&n)^@+|*|<+4>q&;YVJc*s_&Cqk;+vm^ zuM+&MfwBt1vd#@v^AsMn}~z7yY7!~GOIRWHvC%~|0TYjsR^mp zC%|j)>onxi1mR+Bd@AfV^vm~!OW-%q$=)QCpcq!UDLTSvT(B^aP{5tA8=_DH&zraf zzXf-~Rj^EZ#}NLj5P-`xw}G+MK@}*5*LCmAHg4Ne;b=GoE`|d{p(m$H!bDvFcR)T= zn(LeK!7iOwrVj3fJB-N3mC|D}Rl`i^+*oP9)wt6UeODjZl(02{w4x%H-NlKl+K?4y zNP}Ci7Un@QTnsOyrk%#_r49~;H{g4N?rS%^0Ubbw9QY4>1P>b;As|5w1mSB~=|B=j zM0u(vTdK;B{hf2g2f=V{JOn;VO@evgC-^IDHf~v*t`$v-$*ajwmWK47-S92^2(?aI z&UNsd@RT;;p|gV5zSWH%Fi3|qHiqV(I(aoFogs32o2VGwE<3H*rHkM_ABqM4G=uBU z*Ep&TO9&2vxrny(!QX^GilCEddlZ|b{)W7_87zn_PCiE~9k`Mqd zl-MkN$D^yrKG}-60tpn`K1T^|*S%a~^p|(n#+N}@kT8QW4gLfdLYY-dT}85O@#9V~ z3f97SX1 zB~T#>zlDG~>RmI8fTN)t{sAR|UU6$i)*|G$!A@ZQ1jUNaO2$$8YVB*iaFDKCXNz<- z#=$GM;AS`q2EdVUq-g$QCX1kNvWY$_T>ZMMsvujoQ~Xi)a#<^Xroch)4D4@+GfZy5 z&9FlouM(Yn%|aCBz!aF5)W#>pqKHHtuGG;PE`f5mvh^ls3fur4;C4__pZ1n4zkk7- z@DOYjkHjo=*X?%?Cd)&yWg3GHFrm%K)O*19N&WX)3gE7Vbxlvve`~*)Rt>rSP3YRwU6J&%H*r3Z2t=f^XRA zg&?6tdvrsq#?y7{Bt=iV4^fIo!(s3|Oo#KGuKOke1tQ>ce$!PGAi**ygY~e`xJVBv z_CSS3S_{``S#7Rt&JBu zoPh)3S{NqkEIJx8cpz$j24dt{#Co^_2Ec~YzEy!-sIkarq{3-%5F8B;!+NKAItum> z2vToh{F(wehAP?ahjAp7L4u!B`^sAQGvq@Rj5nnONpsD!;boq^BcknydiWz0LMhxK z+RDZWLrWf}USwb>i~t}2rD^VntilMm42od0E*mBUK3ELPotY-;jj*M!6+TiGM!^t} zAQ!$&XNw58sm^x7|LMl>Cm8b(g=`4N{SgUHgaL344A4cxe+7Spg;4FxM|$XLiyo^4 zFX~?Y>^ibUGlPUha2){GLLvB}Q{4A{Gt7i%6A3zL=(V=1u?!bcdr6`gu7py!-gS9Z zRWLJ66>n`;fjd^l_D%4@P`C$9hHxAwJt~X?KX_pvd=LkbR44^Myak&bRkpL;``X%# znmmi1pRDy@a+5K=6W)R>7zOhT_x{^5Y%Kt_aH;lkWE_?9B-p5pAB%66Bv_}F|8i6N zQ56a*ExiJl#jmPxi|*wJx2vNK$c8r{0uhL_`PaknDqNbNJHV9z&$5Dmk>dR?8XJM7 zY4`!#)*V&$>dQpq-YZ0Xsu;3h_VuD=hoJ~TfA}#S=Pov0v$7VAEW6=u%vPWbTX}Xv z4g4CatkAJHr|INVw($yZ3m+noYp&x*1-UlmuPB7ujBs+sVrU{ptc)6X4K9J#t>9rA z#f{NI`*^6Zh>A9>$Kiq5@F?7CA`k1~w1p`%XEGcNPo@^Kpu%177(8i&Q}JBgc#0rl zD-(V%jD-bOoD!W3_rRsC*T}MDQ@9Rt!3W)pEB6vKiGOb=4^1{)3OB%9 zL$9jc$nsQGUkU!K1y7IypJVN&FNHY<#pCD0OgAwQdF7%dJnc2cEqig7%19aYkOBTO2c9sDLah9{px`9)7fC>VwxfGM@~C zpa>3ab74o|_fOd-3f7YvfdvU21lQ-Ud7;7US=r|Llw5FDFGB!MwxUvlsm^_y1#r6w z_34pADlCEy@Nyi==H_11<~nu;JHkvj7`njMCjM?2+z;=Y7SkwVOws@a&W71=P8!Yz zRj7vNprSnnO5k;FCxejgRIsm!N@*#)4gKLY)7;sDgeiL*T2vZOfqXa<(v;&Kr{b+R zw+yKt-h)k04$I8)>!|RM?&UFpgtkW|+~1NPD54X9+bq4p^WJlE>AMoRA11*YX8ocB z59(fiE=Xu^l)@X(3tnv2*;9f!uoIquh^1!)9-N$9D`^LnX5K`1j~p+N4F``?v*$@OZ1_HMya+aV95@x&!bJ5>K-&{jBGx$^+|1s_& zmZflWvoL?5j%F03hG!iXlaVs!z*|~Zy?C-5%i$dW=E0a2&v`XT7=?TYi7;;WdJ~3x z=IT3)KoQiZe+B!Y2D0O0paPHSUJhaZt=j1{skU@fpHq*MZ;4*j=E^jT}Mg|D$ z0`u>4Y2QqNQy06gk9-5Fbw!z`+Rp`*({?VlyjNGb3*Lo`giYvTNr-!&t_N;{MR1`L zYwF0q*oN;xfr#F8wONSYy*%{6JScSH3YJ?O3b+tKxNxqkcUf6nw}9;>VMv(!f`kIr zqH`&7R7`^)p@4YW0^+e`G8B*SfTssxK|+Bz5QS^!h=5_Ep+X(Z(ls^~Bot^3l8}Pw zKqTVm<{4GjG?<5n1*|Arfnetb1p065rwq%|sEKNg^cdRLZ7YF%w4Mc(?+9 z8pwfKSf51Lr}GzYDNKMmu^TBB zLK*JWB}{$~UdVx5XtxPU7@pS>(8jtq#ivz>IDJD9OVO-JG5ycO;ZB|eFT4&L;5i7u zFqi@-LlAy!TN=O#+EUyPmS)njj6kOne(WzeWYBh&>e4a7Caj13bV-$ZX=4I%U<3G} z7S7k+Jhi>vGV65Xd(&VV*V}v9xVhAY6ID7H)D+HeqwqXTg!#JC9x4RjMstgOWW&1< zgdn`%o`xA~@%aN>U~~n375wlrdneYWk6jT<-%h(?1=PTwp`^X7y+sE`Czz%QP<}UjWY>!f!_`lwXA=@gLN9q0 z7PqOGC_3Vmwd4xQf%(w6F>fCQKh($JJqo+4Kzlaa4%tu#IX3pqguFr$+611xmRsA{ z1zq6P#!bJQJk;jzDD5#Y0@uNK=nhL=v@c5#vHh8cBD3NM(|H(n{$maqehVIk#<8S! zz<;33=-bJIt3ZOD@B@^JGh{QjUxkf*s54Di2Vj3V4XU8hscIwp!G%x(wHaT#-qf9k!?DEl3?fI7!=H#=&A+ zhL7C}gJCS((o!m>X>foDtaI1-)nFJ29{32pNW=mN?{3vU>Nj*!Ek~NdKG8s zBB$rrl7R~BtBr58Gy^yaJ%6;Zws0iOh9lhKCkVr_Fc9{G;SE$t)+UU=OPa&k3!9-Y z0E_Jrjr}Gph3%l&GFDNBHE<9_w89(~l5qHEEV#(7t9Bgt;W}8UWdk@GK3LA)NYT{| zR7uTc-0r_<4Zxw5F
9vESN~5|oNZYcoV(z#4?pab#=~1Df=NM zI0w4IWza?Fw|1fUF9^Ub&;hEPAC6n26#@7ooDaor(MSz4E&+Qt#IYS@Q-7+)6=(YU z>Bc8nx8p|*|7m~93|s));Q2W6yKAjeW6Izt>n^}r5;_Gz=%LF6X`U4FGi(H4BP_8< zweAGJhQY?wE(^lhucoYyE`^D(w9P+LV1IZ4`dZPEMuE5CDtN&@{cuFYOf#+Q6;Pob zeh>BVXSk*DW)*-3waznEsn*BANC2LOWk!6V1fe)3VcW4a?HZP0t$ODaxXj#4vk<(b z6Z;))l5ij-VPgevs#0ovt$q0r&y_*KC7GUd65A ztD$Ww2_spTP&F>tYhT0Cg}k**wmD;Z!JwDx(fXg*w_81#lkR z1+yRur-28;@SV*{v3vtx8J(`Bw5@G=;omR{fIW>{-Xs+K?S&WM83-7cmyi$%JHcnk zHeFERI5-A?XW>gj9)M6so1r5-4FSl3t6>scXUk$phUX$i;lkJ3^k1u5W^H$!?Nc(WoFc`olp@95CBfabPzVhYyjXE9l;W<%-HKCOic4|VoA>(# z-(7dzteka{J=@OS`^-G^%)r%E<#B)%KmY)Mqo^RO2>>8*A}%gWWJHO?`{8iJ4a-%* zzykol?fvgUO6I_&L==*He$e;Sa5wnHj!N^KkK2ennC`p}f2q+_D=!1=J(+GJeuZR6oA(DJPIBGC!CO^CH#48v`?cnI4}2 zHWZJE)orN&Lk06O$%MQiC!l|qiVcsaQx20=c+K*jfeAD5|FK%M0{(CfXVu%K*SO)- z{8-^V);^I{uNgixdF-k}%NM>JA0LN>p?izJAWMna+S<-HIA!={F_eYA*FIZw6<(g0 zkS>JPW8>hI8`N6Ij?`B9>wkKl_Ayii`G4tJZ}B=DJ)i_r!{8Get^iC_WJ*ED*Hh*{ zdx)CWr@ETWj3pipc3(s;hn5`n#G-;-2b6=xCyaG6`4FEVyj<$<2sMCdUV=BjygbinS9pCW7zMA-t7?Hx4FzhN{`( z28fU4reJPOO-(_;=27kVYOBx5;9$hSra`Oszn!s+v13v&eI#{k4cU|9FH;xMKmydf z53c>#g%Et%_6bdv|J`xuo(fKOq@<+eN34~v0<5sB>k9@FOoqNzOeP|HYVIRSc7alT z-Vug@%wc{xDRyV0ZU4~o^XJ5eZ+K^$#rn`lV(Xipgm_G)u%&k4%?_Tn%LGMgHkgs& z=rJ^u9^derEW^gd-F&rX%q+2b$*huOPUVju19jQk?;nLL+OgzU(Sq}G(pM;zWISX_ zdnD(33yU+O5_2|}8=(p5@yBp6-;ClkI>9iKSu>G8CaAU=RGT zo{iO2Q^3XVtFex%z}03+z{B-FN(u_TR);%$Ow{Y61wu?z+>gTE6v7j)99)DtC3wGg z9)t<25hz`{^tPJ!IWnB`lj`Z2tGD?y@?7FL6^Du!n#&TUfE^p ze6?q9ESr~539Z*&{6ZTW+R;%e*u;Id=oYCkqM%MFKEZ0H1+d;nmeMqKJceyclgiV8 z*iQ-j-z`l%+q0oMd2@4f1gd?WqP!L6S^$o3fA2+WKNZMir*>DBV;W$cHWUARdA*}O zgL3=NCCI@x2j+2u?g*rl457flP5Xr=Ds?7ADMp+0;lBZU%$@nhrT5H zQ*pmO?~UmG&0u+Xc`3_)-$2!Mcoil?FLt6`+Z)r41n~85U1fW_1;-D~`f{}$#aZCQ zhH({SoA?=a-u;|XMdc(7^?R_YJHSjmzaMmA^|FF@nuH9pW1E0WbX>C0`IH1CnH!(5sY1Gg_o&4#vOjzs4 z%cjnn&(~$(kYe}&jK-vR{_v!jBeGPx+N7%e{%6>^|Mx-b+r@}^UiuXV?Z}nd?7?8p z5$dO}Q%EG1uHy zxP(#6=NQ#BMXZw;vy*o%FhvZITU$HbR3RXU)JcsKy6xwHIF-^H@t9Zn9UUF@^|O8k zo~w65r6jvq9bJguBPm>A-nPa_!D19uVsRmbTX0?gL7pjlVkvvn!wf2=G?$N)C{?Qyw?YLRx09T)sZe&Z87$|3+X|d`g{~X7_ zWp`Ej!OCI+chb0g-dwcYV9h9SS4CMlb%hiOF`>Wrhm{zoca{f`D;pLS6U>fYoJI@` z|H%g4Z7+^b5KDvACSI>bB_hOh%1qlt$*@14U#F|BDOTX$?~8H$V4(=<%4MV0@&l8V z1_)1NSmJRV!@(M~y8W6OL=B#;GxYcem?KtFS$j{9JxE^0{<cJE~Hx(H3oL z`=h*M30^}=GECIbf6)rEAD#>xl6d(uy1Kf)j|aHAP8_M)`A&>~Obx?T`DR^jt{Tmx z_=tjyifrv8&s3KL2LNV-RYk>M$yga13}1v!?yg}h$C;_=jUf$l3#7KE(%*icJ5Y6;oQz|M zXe3rMFU?g3`w4ADc5pIhCF0x3D|*ks$*AcI5q=xH^``<<)f*E5(~+EMnMlt>;-D%A zu@C`g{}?eV=L-o?ago+U%M1|D2v>a;YrpA?zEA}rOW2~}UjDuRbJks@y28<;!5Yp9 zZjQGix*r|aVvV1kL^Bin%ZRL$YR@+QpDgcbXo&D)-RHIB*9NQ~gm{kqq#dwirH$)| z`tWVX|JLT8T19p$;fal1L?8AhBXZ*ow+H1Qosz9h6OQa0af`$Y-fHDW*r$m*{UVY9 zVk%&%pVMZaAy+vLCx@Cc0ir#&p7}L#%UToe+8T71R?nnBrLm|jao3yF39nwT%8?k8 zATMT8j?pxbduin@Zg1@0PK{^|GQEix<)VxM;v?WjY*@&Jl9hq8on5u3z+b1$j|!8n zGhtg>@JYUV3c%yZwRm=y_pWI(QC9g~tWx=gQj12cBcO(iY3{Pt)VYj*NJYL zMKS%n>9tVQtLx|r5Cs#(Va#MpIjb^%D8-ZS*?9AUzCANHN71V+ijY|Rbrt0G;2gr{gV8vrnNSjSeRSTM0nD=?g{ za<7@Qd5#&R3(qf~A912%yw|PawJhQTmE?&xzi)n_*}i+42IZ_4h_``$+~~gd<0wgr z#~F3p^6H;TsVXnW>Fh4qsvJiP;(If&?YEZ~KDw7wzb;sH)?!Ji?`3yB7V{_1!N~bv zEJxEOcR(A-q|gtwFucF7%toJ0t?^tcxS1)NhDJ4==gK=**4EaRmydplZ=~v_oujic zlwA}?2=ZLY3SY5aPSVubX}%Mi+iVZ`w&U)D#&~n<6@$`QKnv;llycKcMx3M;?!}eY zGVMfxmLg&djrmikLl^vDI8kjX5qm7ZWKpdD)#fKKrLW(t89#1-S_9B@;>h|kWg~)i z?z>(TybpvWe^9WbBUQuR6l+B8?BkSS}Y0thY5RnL6mYC@@?Kg~=X6^z&N!)1}LzRv)hMoDI3THL(jG=ak#z4mFMFk+*l z5kuYp`-$s4^FMeNkHM>haV+)qV0tEA#KF@iQt9Uh`*=Bm4Pv_VK9s2hKeVWG=T^CE z^rC07$+VPGSuAkWl=vEoeSC#@4#J6SQ>#9!A{_f#OaX6A0 zf)pBnvaDl}?4`0sQrcvMI%`sZU!nZZu$nH=ksq2l)K>N*Czs3z4M=tB_^#6Z-&0?4 zYnCzbwt-tS%Ns&AcSz*-V>vL+4iVn+x|SE~0mdM8tp|k9!V90TPV~~hEdjTqPh8un zzwxIu&mQETQFd93PjNGSBpJ;;Q`k&>ls-TK*vchqL4I#(3%hp?tsTlK+j-W}3E6dM~mb3zq}BXu}i?}DA}CMd?EEqwLId;vn`N4oSm zTIJBg-&ljg(;(?rEpd2vi{lvA$aGXR7jcXNob_$(+{ZzJbGIZLdSp`RpK^N)wG9uRbNbX4(^MgJopQiy%#5Ff7c7*UxNa63Yi-=Tbqlb%-BEo^xZ5 z8tAXao#J|3!1Ekw1J)V5)v*1TS}K>JSx^s6Lw|+#I_@Xi+dg&s0(I49BbgL??9Rih znlC!Uomp!`br|}a)&SdI_Wn|1W@^Muv9X(9pKcSS#_pG0g~j>!_nD!wc-d&@wTK zniGl3$IYf&!(Y5%v@7MYs+5)87jYKT_t-A!t%Di&-Bh4pg!@b~V|UiOdDh=wZ^L4S ze!4V%^5@A<6(oxAUZi=RcXp0$z7>P4S(v&nt3KrT2$=f>r7WSF{b!{rklfa7=VG3B zILn4zlgG8kLMtcQ0w$j(Z8ibyy6clPSvd!uf14ZE-8XM4OKm9r6t&mZqtzeu^O5Os z)+o0F6kz1wRS#;QK&D8t-ER3ptd^F-c`xh%ko&J1*#zY0>chwsW8vs&7I_xIZ-u&=nOo}LgNU$;2#C~3>1yX;NDnP{e7T#8DI zL~A|TnE?t?gU}oKlz(6p9a$A_1BYw3QKqg;)DV*I&!_VCom^HL7SmCWHe>LiOif1g zY{eck7Zqa7^=z_NJkf)%2*AH1jN*q2@HtiYN^~+uAQwERQBQ`P*iNRlVYaeer8(!p z@}~=j?>h360t6VCnYshaML8kwO1!-^#j_RCAD9WSs-MQb{c?u@^`ErqD&=SDn+s`U z6tLiLXqoK%!M^WCR|y#?V$i>InZGHPAB+7JASQa#m0Rr#-_YH3bnUu=OouAltH?lBIT-fP--F^r#BX#uCUafa2677{G- zSN}|qU_BcMG6z5tXXEQDT={Ea*u#|}I`*o#U8Jw%74NBUE{)D1KW79lwuZfRd2%ST zMC;tZS4=pV>VpltM+5^f8PYSZFtC_pC4<>~%8^>c>@d-7pJe3GvED_>r8OT+kKy*+QsVWzhj71Ef7d6a%1O`a~FXo=S5M>A7R zQkGZMiSm`%9m=D_3aDs)r|&b&$T4y%AQenVjI%Da)~xmGN|igYR|GX&_cFapsj|Hd znQ4ewEc?i@Bn>d6Of3NI{PupddVjst(vWv1irogiJ(CgpVUp+ILWv1rT}udOF!(Dc zD^vcezRj06jQLnI4P&QOu05aOK>|TliB|u@m=!`n3qV%%%d-L)$h;HIicpv*>Krco z(XNXjCdc@hxHEaJzwJ5GxxEtYy%gHH$&+O;s6Qlv;!n-ou$yYC?As*!fEQq5gVV_1 zWj0h~x0mUx_a!ZRZ}ooV=th2R_=kUqH%+RN3QDVViaHr5g~o;^?&!&1BVLpk2LlHy zVUQ)bdd5g?SD!~&t?sN7vM55KM0vV((eu=yYg|9PF?pGl)^~ zkaLg8=K-FCzcS{e(?Kjt&p2-1ldewAG>?WPaUKQB?LEe`&gBLAiJM zpa5%52nVrnj1s%8r8Bf9p*BJhbckxfwb0|(iF>O{3eHTot`xOjW5lc)b4;-tm%~_v zhm7JBIFvhs8eY6QunQeUCt1ri_nngIj}SLQH*t=~tkp_FKnLaUKAk^**wxMdz`7)O zMVbnHKdKls+bh5fCi>9b|5h`U9y;iOk}Gg#2*gsx4?srJ9^J~Ar@fZea7rjm+4)cU zUU9|qUNS+v(PSnyW#=ZIUbw4sY0eQc{0$dk1Jm~Ry4h*}GWzwM)lXtFO7J!(OcExN z|KJawRTB)6O-=vh0g3F|m(2}N?jM|_F`Ph;jfqit+0_s57GU71Df?VQ%G6CX$S3Hm z8y8cW-0$5I9k)d=(3p-BJ+N6{ucf#=@Yhzi@s^8^CrRfgzOnjzNJP4E&79+U>f|57 z#AL_Wt8(&~)4Krk?7T+_#MXV1Itwg2!hpM?i&KED>)6|H5ppsr?QheKL9^x4K$Gh+ zeV@(CRW)dEdg|uQ0|o|0pCmU*U|?XkQ~<$-fFY%=d*(s;-jQ(oY(D-o+k8dXzg?u@ z4ua>8w=YE+w`MX+b8OW8kkM0nUgdDeK%9L>HwC*JzF{}I{l=!Kq9&&Za2xqlFW-eX z$^MpO!{~c9V(ST?d)p-}rzJ}L zrNk5#oj+EReOHi1?U{cYz*tY=@un~^Ya4g(%v18t(w79{x^qA@o~%c57vbIrTg*(I z{kFMOoW)6as3G&Zc#&kHFa)T>DjW_pAaa3Br)qmJneyXH5!xxJK&C zoT2Uhbs@BOHX(NMtG2Q-jyjyX`?OEr1iHt3KsA4O^?Y%>@_ci2A^#qWN!_%XdOGt>LIMMdka zm#Ii77YJZJo-LuHql4%$0MQ|-zgZN;H@=-OSP{g zNd|@sm(-A@>0ZY(*&*yP88))5lT-3o@rke8+z2uX84V2$6&008Xr3bWBgixXAgw_} zZ;{AHoHvJFQ-=*$Yxe4wSQ-C&kfA&>YYv3X5%$!mm8qKqv4eJ2rOMAMJ8XKwaLU3D z=gOn{Ac%7&ijy%r*qb&3e0eM|+dotPJ*_5%W3EEgs9abJr1XtSZDs$cC}Pd$3(x+&iENKhfZN;`klu?XKCIHluu+uZp-A zW2aABOo|X2n1HD%!zeQaet>rvW{h&yq<>GXEMqDe%_ZgR+YcJni=DpoOO!zRuL`$M zLt@Et4EQFr?21#4{6_OMakXrW_&eEzJ;!G&Qdy#o(gEBfte%1aitW5z@3rLfu8WLi zi|e5VyS@$?Gv~l+ixN*9g^lr9ba$qogHvRF2gMnoBvn#r}(9?(cas*k~E?$(Cgdb~|gakrskN8Uhjy9g2=dajwIwB?RLL`{OM3 zaITu3)AQ3I8@(N$bLYA3Ht_ub2&Eb-)LU}6W}5M@U3|j}vP^TiZ=~IkSzU`+*^V_U zR65Z2=VNJy+=_4>Bs4XKFahE00$nc-?%(2q^8!pk{r|dN_2@%nHJ;9U8yKQ#2fq5u zT4W= zpzG_F>*GJcIU+Jfd?z6QeEZr6u3iRWaYs$Iv1tLj6Mg+r)s8~U;hxSAdHFwjzx4)^ zj91SsP|+9bJkwG$PV7K+@LxlchY0m1P?0ye=oeqmCf{O-Qne#*@IIuA{PhW9D0xyq z^znNehwF?X^z?8QS=L^{L|G;N?0fmgoAT+{v?PSpQ-#gOSWh?GH-T7QW3qDUu%`beZ#S28G8xjuM zp#hSIHN{=${^R8|iq^|fa!U>r2FM03HfwGwNY-*B{o;q|LIY90OK-CIDGfT(Y2~s~ z4hnbB{DIr~Z2wHBM%CkSs3<8nrC7f56mrQ_ zXQwWF_lV)6$<}yIHWuJU;= zQJ0C&3flVCP-35eWR@bd!>^ZCNYk&wj4` zTUC{$ulM2Ph!`O`Ig;z`=>}wx%}f@J%D^EE?eMN>_+ID8YnJ`xsxs-RLshcl8R@Ed zsdcKo@wq6m!m!UPbks3dC!T3L^c{k6$cpKc-%5OrMaPqiO@PUYUG8$r0Tld`pH@yyff-G5^Wq(i6|^(DRVsDwd}HBM+$Q1V*h7UIde$QbK$^r^yNa+R=lvexS3@>PPGf`Yv!R1=)NKs^{&>XM#~aj=0nI2Xg5LbizIqo|mGJ~EHER^EXQjgYulw$Z+ng$LnxbpQE(q9~)?2$EX4*id= z*RI+|94eo(eU`RXjBi&9WE{Z0ZKmTgw;V{F4`{i$ZG?B$c-Z4IFz%^CyxEYXXw3R; z>2m1=%w}XQe+ZKz7g?WB`df-}O z4=3}F39_kIuRdLejrZrp;b<2ffGtW+xp_v6=1H7?y`3|X?5SH1bA_-W4PcMIGHK8^ zQ&R@l)z{ly$V{*7ctYHX5a;x246_4b{&G3`D)4*=WT0r=z`S>QTE(PTtzTBPrGGpE z&Zy{>LIDJR%g{&t&)Q=(!Vp~UqBOTe0@K;pv_~997%sVRG51g6mgSX_!m2JOJFuP7 zpa%pIzj~0V{lp&?Ln(B9eO;XBb)Xztr-h>GEU-(akJ$71T z7N?UGP-0@DX=P(;YsS-2WPXy8W)o}Tupyx^m6e5{hdBAd1a2nK8Fr^+0Cs6#BKc8l z(%uB>ugYSNV5q9VnLF& zRF(nB{FtHg5Xi=+<^@(kMYA+_SHotj@~o<}=(qn*DRw?TJs^#mJ)(>%UU!eXabr}u zthI}$Z)T_JNY-~^YXIXhJw6=5HBieZoSdEelUA+yeZC6CH6)1hHpG=LU=n~;2WvRz z(095sLv@;0OLXWKIyDi5NLES;$+r=-o>FZ@c=kH;n2}QdF9L_>mf~0{jt}oMe5`dv zLqzxx0XZ;B6AnzWeoD|~_2|lfTj;k0f0}W@bL~w7l7iu8V)Puk98(RnFp^b>!(mL7 z9#}mYfnD`u)Xk5?n7~+{Ff9n0lQmTHIXoZV8!DShK`+89LJ%W&$4(Qwb~1iRGYqfB z7obvsc4eoQl$0QNCH6>!*ssA*US57tC?3>rI-iH#u5W2D=S8E>+4^vXH`b{w5JIGX zAJ3c#UCmB~EKEw2OV>aVy%#f#)X<3VGW>Ka&d5yueZa&(ssLl}zK}udxyk*JNw)Nk z0rhg|6;}fJp@EO*cokFtSWmi@TAdFH^HMB#`>sRh2RTwekb%c=tWX&e4Z8n$qARl+ zs8z6+!{}ZN=STnz88GzV@UXW1gWmnaLmZU|^7E|WFXp;6_lQZ=Noy{gV?Lj2h0RAPmeAb-5Jv3_^lZ zo5Op{@Gu0f?rV>{zCb9xPBm{I9~+lY))04m`hj%8_zznvLbswam9~LzoEuvU3f}+8 z%D=lVYX5Mm*DZmU!M;%mv!Mqda%$=w{v6zRBIlly6kYgs0(IE+x$xE)>MhYN5W(AC z?qs}e%CbgOaSog}ZJLQa8>gJTr+t9+2;?Lhb0RAts`}T9ztn4qg#`pq&9{iCG<2Xa za6G0;HzaMrVXh2}5t)CwOzl2Ih610!PS6Dzpu`Oj#>gQxtvK(L-|ZE|jUHV4P-1P{UHiaR74Ct&(>*OScC?Pm>^GMf;CA2(a&oIsI0#N?EXEF ziBE=MhWxzu^#UFK0hS*mf{L}^Lz|oyzfKceE>Bi&kl+BN(ohY^RP&Bu1_@E`PMU!T zhb?}PFr6^+ead77OG zgbYT(;qZflgN5CP`}_3tbf9g#_W^T6_t{-Q` to adapt your SVM for this class of problems. Motivation ========== Why is it interesting to extend the SVM optimation problem in order to handle non-linearly separable training data? Most of the applications in which SVMs are used in computer vision require a more powerful tool than a simple linear classifier. This stems from the fact that in these tasks **the training data can be rarely separated using an hyperplane**. Consider one of these tasks, for example, face detection. The training data in this case is composed by a set of images that are faces and another set of images that are non-faces (*every other thing in the world except from faces*). This training data is too complex so as to find a representation of each sample (*feature vector*) that could make the whole set of faces linearly separable from the whole set of non-faces. Extension of the Optimization Problem ===================================== Remember that using SVMs we obtain a separating hyperplane. Therefore, since the training data is now non-linearly separable, we must admit that the hyperplane found will misclassify some of the samples. This *misclassification* is a new variable in the optimization that must be taken into account. The new model has to include both the old requirement of finding the hyperplane that gives the biggest margin and the new one of generalizing the training data correctly by not allowing too many classification errors. We start here from the formulation of the optimization problem of finding the hyperplane which maximizes the **margin** (this is explained in the :ref:`previous tutorial `): .. math:: \min_{\beta, \beta_{0}} L(\beta) = \frac{1}{2}||\beta||^{2} \text{ subject to } y_{i}(\beta^{T} x_{i} + \beta_{0}) \geq 1 \text{ } \forall i There are multiple ways in which this model can be modified so it takes into account the misclassification errors. For example, one could think of minimizing the same quantity plus a constant times the number of misclassification errors in the training data, i.e.: .. math:: \min ||\beta||^{2} + C \text{(\# misclassication errors)} However, this one is not a very good solution since, among some other reasons, we do not distinguish between samples that are misclassified with a small distance to their appropriate decision region or samples that are not. Therefore, a better solution will take into account the *distance of the misclassified samples to their correct decision regions*, i.e.: .. math:: \min ||\beta||^{2} + C \text{(distance of misclassified samples to their correct regions)} For each sample of the training data a new parameter :math:`\xi_{i}` is defined. Each one of these parameters contains the distance from its corresponding training sample to their correct decision region. The following picture shows non-linearly separable training data from two classes, a separating hyperplane and the distances to their correct regions of the samples that are misclassified. .. image:: images/sample-errors-dist.png :alt: Samples misclassified and their distances to their correct regions :align: center .. note:: Only the distances of the samples that are misclassified are shown in the picture. The distances of the rest of the samples are zero since they lay already in their correct decision region. The red and blue lines that appear on the picture are the margins to each one of the decision regions. It is very **important** to realize that each of the :math:`\xi_{i}` goes from a misclassified training sample to the margin of its appropriate region. Finally, the new formulation for the optimization problem is: .. math:: \min_{\beta, \beta_{0}} L(\beta) = ||\beta||^{2} + C \sum_{i} {\xi_{i}} \text{ subject to } y_{i}(\beta^{T} x_{i} + \beta_{0}) \geq 1 - \xi_{i} \text{ and } \xi_{i} \geq 0 \text{ } \forall i How should the parameter C be chosen? It is obvious that the answer to this question depends on how the training data is distributed. Although there is no general answer, it is useful to take into account these rules: .. container:: enumeratevisibleitemswithsquare * Large values of C give solutions with *less misclassification errors* but a *smaller margin*. Consider that in this case it is expensive to make misclassification errors. Since the aim of the optimization is to minimize the argument, few misclassifications errors are allowed. * Small values of C give solutions with *bigger margin* and *more classification errors*. In this case the minimization does not consider that much the term of the sum so it focuses more on finding a hyperplane with big margin. Source Code =========== You may also find the source code and these video file in the :file:`samples/cpp/tutorial_code/gpu/non_linear_svms/non_linear_svms` folder of the OpenCV source library or :download:`download it from here <../../../../samples/cpp/tutorial_code/ml/non_linear_svms/non_linear_svms.cpp>`. .. literalinclude:: ../../../../samples/cpp/tutorial_code/ml/non_linear_svms/non_linear_svms.cpp :language: cpp :linenos: :tab-width: 4 :lines: 1-11, 22-23, 26- Explanation =========== 1. **Set up the training data** The training data of this exercise is formed by a set of labeled 2D-points that belong to one of two different classes. To make the exercise more appealing, the training data is generated randomly using a uniform probability density functions (PDFs). We have divided the generation of the training data into two main parts. In the first part we generate data for both classes that is linearly separable. .. code-block:: cpp // Generate random points for the class 1 Mat trainClass = trainData.rowRange(0, nLinearSamples); // The x coordinate of the points is in [0, 0.4) Mat c = trainClass.colRange(0, 1); rng.fill(c, RNG::UNIFORM, Scalar(1), Scalar(0.4 * WIDTH)); // The y coordinate of the points is in [0, 1) c = trainClass.colRange(1,2); rng.fill(c, RNG::UNIFORM, Scalar(1), Scalar(HEIGHT)); // Generate random points for the class 2 trainClass = trainData.rowRange(2*NTRAINING_SAMPLES-nLinearSamples, 2*NTRAINING_SAMPLES); // The x coordinate of the points is in [0.6, 1] c = trainClass.colRange(0 , 1); rng.fill(c, RNG::UNIFORM, Scalar(0.6*WIDTH), Scalar(WIDTH)); // The y coordinate of the points is in [0, 1) c = trainClass.colRange(1,2); rng.fill(c, RNG::UNIFORM, Scalar(1), Scalar(HEIGHT)); In the second part we create data for both classes that is non-linearly separable, data that overlaps. .. code-block:: cpp // Generate random points for the classes 1 and 2 trainClass = trainData.rowRange( nLinearSamples, 2*NTRAINING_SAMPLES-nLinearSamples); // The x coordinate of the points is in [0.4, 0.6) c = trainClass.colRange(0,1); rng.fill(c, RNG::UNIFORM, Scalar(0.4*WIDTH), Scalar(0.6*WIDTH)); // The y coordinate of the points is in [0, 1) c = trainClass.colRange(1,2); rng.fill(c, RNG::UNIFORM, Scalar(1), Scalar(HEIGHT)); 2. **Set up SVM's parameters** .. seealso:: In the previous tutorial :ref:`introductiontosvms` there is an explanation of the atributes of the class :svms:`CvSVMParams ` that we configure here before training the SVM. .. code-block:: cpp CvSVMParams params; params.svm_type = SVM::C_SVC; params.C = 0.1; params.kernel_type = SVM::LINEAR; params.term_crit = TermCriteria(CV_TERMCRIT_ITER, (int)1e7, 1e-6); There are just two differences between the configuration we do here and the one that was done in the :ref:`previous tutorial ` that we use as reference. * *CvSVM::C_SVC*. We chose here a small value of this parameter in order not to punish too much the misclassification errors in the optimization. The idea of doing this stems from the will of obtaining a solution close to the one intuitively expected. However, we recommend to get a better insight of the problem by making adjustments to this parameter. .. note:: Here there are just very few points in the overlapping region between classes, giving a smaller value to **FRAC_LINEAR_SEP** the density of points can be incremented and the impact of the parameter **CvSVM::C_SVC** explored deeply. * *Termination Criteria of the algorithm*. The maximum number of iterations has to be increased considerably in order to solve correctly a problem with non-linearly separable training data. In particular, we have increased in five orders of magnitude this value. 3. **Train the SVM** We call the method :svms:`CvSVM::train ` to build the SVM model. Watch out that the training process may take a quite long time. Have patiance when your run the program. .. code-block:: cpp CvSVM svm; svm.train(trainData, labels, Mat(), Mat(), params); 4. **Show the Decision Regions** The method :svms:`CvSVM::predict ` is used to classify an input sample using a trained SVM. In this example we have used this method in order to color the space depending on the prediction done by the SVM. In other words, an image is traversed interpreting its pixels as points of the Cartesian plane. Each of the points is colored depending on the class predicted by the SVM; in dark green if it is the class with label 1 and in dark blue if it is the class with label 2. .. code-block:: cpp Vec3b green(0,100,0), blue (100,0,0); for (int i = 0; i < I.rows; ++i) for (int j = 0; j < I.cols; ++j) { Mat sampleMat = (Mat_(1,2) << i, j); float response = svm.predict(sampleMat); if (response == 1) I.at(j, i) = green; else if (response == 2) I.at(j, i) = blue; } 5. **Show the training data** The method :drawingFunc:`circle ` is used to show the samples that compose the training data. The samples of the class labeled with 1 are shown in light green and in light blue the samples of the class labeled with 2. .. code-block:: cpp int thick = -1; int lineType = 8; float px, py; // Class 1 for (int i = 0; i < NTRAINING_SAMPLES; ++i) { px = trainData.at(i,0); py = trainData.at(i,1); circle(I, Point( (int) px, (int) py ), 3, Scalar(0, 255, 0), thick, lineType); } // Class 2 for (int i = NTRAINING_SAMPLES; i <2*NTRAINING_SAMPLES; ++i) { px = trainData.at(i,0); py = trainData.at(i,1); circle(I, Point( (int) px, (int) py ), 3, Scalar(255, 0, 0), thick, lineType); } 6. **Support vectors** We use here a couple of methods to obtain information about the support vectors. The method :svms:`CvSVM::get_support_vector_count ` outputs the total number of support vectors used in the problem and with the method :svms:`CvSVM::get_support_vector ` we obtain each of the support vectors using an index. We have used this methods here to find the training examples that are support vectors and highlight them. .. code-block:: cpp thick = 2; lineType = 8; int x = svm.get_support_vector_count(); for (int i = 0; i < x; ++i) { const float* v = svm.get_support_vector(i); circle( I, Point( (int) v[0], (int) v[1]), 6, Scalar(128, 128, 128), thick, lineType); } Results ======= .. container:: enumeratevisibleitemswithsquare * The code opens an image and shows the training examples of both classes. The points of one class are represented with light green and light blue ones are used for the other class. * The SVM is trained and used to classify all the pixels of the image. This results in a division of the image in a blue region and a green region. The boundary between both regions is the separating hyperplane. Since the training data is non-linearly separable, it can be seen that some of the examples of both classes are misclassified; some green points lay on the blue region and some blue points lay on the green one. * Finally the support vectors are shown using gray rings around the training examples. .. image:: images/result.png :alt: Training data and decision regions given by the SVM :width: 300pt :align: center You may observe a runtime instance of this on the `YouTube here `_. .. raw:: html
\ No newline at end of file diff --git a/doc/tutorials/ml/table_of_content_ml/images/non_linear_svms.png b/doc/tutorials/ml/table_of_content_ml/images/non_linear_svms.png new file mode 100644 index 0000000000000000000000000000000000000000..bd185d4c74edcaba204b71da5059d0fd57670803 GIT binary patch literal 5256 zcmV;36nE>1P)gFiTpHO6Gc5006Zvb0^%hg3s!q+0&T-9sth!wE&C& z_bMLVtbEV)vD?d%08IeW&bt5ro8Ogz=W|uv!;SKQXlKz=0Am2p;i2(cLF9~ifPsVL zer=1ZasX-o+_Rd`-oWFFb?jqR0012T0F?P18Pn6X06Zwt^P~U(bby&@0QUglKN>i~X!g45%r*ut<=RAkx3sz01Q?qN&d@UZ$763^qy z>~m89;{X730NB{j_A?~e*}8^?k^uol<&$dUqjlcCiG{0d0zm>HA!F)-UF3vw^GY?~ zzN!FK007zm&+@L|;K53YM9=Q5=WATsyrM!raNetv@n=c^0E_?t{?XmRU2<(gLHmh~kockdTnj^s(C7w%*2&-S)fy0Pp~_0N&)e4jwz_aBB$(GXOjQ z*w(e|c~h*+r0n)%p1WQ;kASA zT|@d44dj|_&)%V0T9^QT0P{mS;q9{E;Jx`A6o%Mr@@!i2OFrSAhyVcM0s_R-`la?Q zBzm4>_#+$Org$7@90Vps>4ss@@~+M5$^fVU%kj_vB{1<@PD4YL>WpRqE;H+EO}o3k z02)Z){ITn7TQD(d(d?@6Qb*h6tN;L~7-$tZX*KDSYUzY=nYez^Tv)V-i;n)6}|WmQw(e0O^T#WpJ&?00001VoOIv0Eh)0 zNB{r;32;bRa{vGi!~g&e!~vBn4jTXf5g|!LK~#9!#aj)06X$s+hl3FX6ybuiLLJqB z>;UeJ1(C79H#@QF9&T^-KoK5}Wyg_RMX7OR>Ix-MO(?V@h|P73FEfH!wi5B-Dw}0C z=6FRt!(xhHDp-wzvsow$?M&lea z{}&c$QU>%-2#*^GkH0*Vm+UTZpKRW|!-XkB@@M?ar09s zZ!zRMR|6I1zqpiCd=109KKqQ75urL2a{3I9<;K&Okch-JOfM=d?9E;c)D87MBcZl) z`OBr{)Nhf!v(zfTJoe4$RS4b2H0ssg3MyW*n(kffT?Cn>ITOO8y~dg7TOsAk%QLyV z6Z8sDHtn4x|G;HjnmShPrB%y2!mOt|5F|4h@oI)||NRet_}7^!;`BNsQUB(z;{)Q3 zBm+pq%So}x^56XJE5A;am~Hq#kl9NeKjue>A&7IVyf4vYUn?wp?|Xmo{mh32vUfQ@ zDlxS5K9d=e?1~I0P|Y*Fn$_n(?Y;MYkz7Eop)&G)RMpqA!-H20g}st!SpqtiCfN8c z_@?nvXJ+8-?j#0ZV}D}8Ll063+5CowP9hQ+@ITt!4KLDYU}aUGNR%k0Ds zR9K07aXj=2UM$3b(TFgecn(eq;{C;8UB`(3mz`Lt7;7CCszy90Ds88H1q3lTOY0cTCy z{a8!Xz#PPXwU{9>J8`AGsD0xj!sZ_95*$}Gh_0WvJ26am-mb@B%wJ8A_QWg}%#cM? z!$4>QFoJ=bI3gAGzUp`N>JE*{d$;WjaNUe-N%2{vaH z51HgTpK;-Ir!gz)PKk(9Q#EkpG3)M16mROPuLqJJsVpfqe*HkJ{SDuAsb!8-E@reA z`$h-gthvdOA?Hm45mj|nccgm}Vd8JnCDtS&E+a<{{52t(t1=hhxWd{>ntTM$u}x8|Uj`*l9HBG2a#+HlQBzwVCvn_3+Tq`58l7p8fP$EHz>ctBoI7 z;!>ziEFqx`{tbV9Nr`%VbIJH-wc4o{tH;$P{0FGPpVVm+lxz;yzz6v^zVe}oQBixlD1zKvZTrU`AIS2B z;dc9cL&Z*0OQ`0fAVpPkbtgJ1DlVd417&D3zy^YKs7g-Un3y=gY`9okRe_@1kFTnV zZ({3CP|feD#ARg(76BpRL$!yJ5felj#Ml0`fmw7~00#|#Oew>t; z>C@EC#ULg_)HH}Mf*}O`BD@;P2H|KL#1(CaE^-qSRjCobcu>P64kRPS(srywHYQd5 z`wJ&2yz!148&iU+-Usim*#97^rY?QRkUam(J2!HUTG3H7>|L+-clX2TcIS}9yokg# zG_Phbuwj2~RX?2W07gnIJ2T4*5-;d|riSiZ0TybSDmYXfH%UYrg2c1@h^kjJ`Y{{v zS!(+}_9?iko2?+1hI;IMUa3Ww zC|o0`L#Qb7xVGouK@C(66yX(p6=N11Y_d&XwyA++CewK}ff@B5oj0|8_d{vtXiJOy z^J1GC^Gm0(Sj5O8ab(2-qJLGO%U*fHBU0J((5~$Pe7?2dHES!5i$o}%CqDx8pj9rM z8ya6|Gzg|(*tTP6{!MKBR`nZlCq`Iq7EAr7K#VT68;Y$T5V1Kc+>co$ZuSi4ddwrL zyh`hc7N}i_ceUo`Sykv4zBemqxb zJpzRE0*wxbqi6o{nfe_)c$eZz z%araP?@e8H6Hbe%6ZV+|oqAi#(6|Nm`CyCm^({kUi`&=cc4INGu3Lx5*oo_v%9)v$ zJ)W0m-kEVNS^M$~sJ%QxHUcP5fH1w}qmO2kB}Rbt;u7QfPWAZu^~P!S`f0V;Xbd&0 z#o`RTv=fxYI?A-j=gHV33FU^BQK(iXf=i`xtz7xD2=@Gph7CXc=?3tz*)p)1{KmN+ zqt8y%*ohWNI7BhDixNP4;K0Z2T2U+vche*DXUWTz@17SA(S!6juZDUV$rrDeds6f+ z19x~~0|$tz>LWQs@$E~vitesreUm6LKhDMv zunJ*{Mo<=e)R(C0CiaJI%v-hUftNm9(Q0gAOMQp#*pP{Il(Q0-oqbSZB5}ezG;+n+ zIF2}xd&OCPAGf^p@&=*53B!9uokM|4OUMs_;}5##taetVxt2F*w?vG91O|93;A>c0y7Yw zJ{i_O?T70HHB^b4tjd4`#UB|S9BDv@cl5XvUNT&+SE;;@503OGJfdKwQmeGiC|q7` zy;+w98%RkBs-ILo3nuT3T z)Y=LH#2$}XCAxmA9^Wm%am7N9BBx*tsC41@$eIG>q;kS#KZ;3h?)i37;1&>;17fqw zJvxf17wUZX^;NV3$#T|?dY20?Skzh;Tlyl zULnbXs*j5GlJs ztR4(k|1y|TQt*+eb=6Y@Anh_9?+sVp| zR%myL$gus^$b{Z*%rFFhu?KN70h1{L=`Fw8Vj(cS{m-!*H=RBZtG7jWMbuq7%?mo$ z!55=8){gav+7-9{(6k#D2|;Ln0;p102_p0(*1TrG(~N>povdirnmrREx6lGJxMi|< z$o~c)_U*76vJ6te4WCoq@G-T#vm#go~5|!@~n}MYTV=8{1^mC<*?4tohZ2 zCr;A#>YY6KMA^oZ8&5tFYd@J_OCPvnQHmgH|Kx6LBiXs7P$6_bJO6+F^TO>57y5SY z>;r!>^pW*YOJ84K@CG_SYkzJ3OG(jR`_iKC+@)-tgKB`l=gw*J8{hlJ(?5Uu>2Ey$ z{L^V-Q!;#e)3*U0{mF{p&bi2Z9NGDre|Q1Fv13r2KYaEjzvh*~1Sew7NtjKtgd2Pl?fDJy zuG_|o5!duylRyj<_CoO}T-vK)wEQG~?=x@Rn>=PyWS=v#>XMAQ+cbh+Kn`?&MGKRrHDFTnCa^ zPyc`?WS@grIH7~gZT6Hm37^|Q_&+A4LK5$vRC#Om!OGrWvuY*3Q6AOhaWsk z7A}<|^s_2wkT^r6bkGV~x@%Wi~Ipj%`a5p`@mqvuFTNSSF}-e;iRibyJbWxBY>3lQPbd4ago(o5Yc++8Ca6%t351`?KU2PZIl>Pk z^U|u!%s0kI&ifAh6CEP#$Nn~oj(8Yi{_%-c$ZOty9FiWOVgFz=74bRfa=(In#l O0000 OpenCV 2.0 + + *Author:* |Author_FernandoI| + + Here you will learn how to define the optimization problem for SVMs when it is not possible to separate linearly the training data. + + ============ ============================================== + + .. |NonLinSVM| image:: images/non_linear_svms.png + :height: 90pt + :width: 90pt + .. raw:: latex \pagebreak @@ -34,3 +53,4 @@ Use the powerfull machine learning classes for statistical classification, regre :hidden: ../introduction_to_svm/introduction_to_svm + ../non_linear_svms/non_linear_svms diff --git a/doc/tutorials/objdetect/cascade_classifier/cascade_classifier.rst b/doc/tutorials/objdetect/cascade_classifier/cascade_classifier.rst new file mode 100644 index 0000000000..7dd36fb56a --- /dev/null +++ b/doc/tutorials/objdetect/cascade_classifier/cascade_classifier.rst @@ -0,0 +1,134 @@ +.. _cascade_classifier: + +Cascade Classifier +******************* + +Goal +===== + +In this tutorial you will learn how to: + +.. container:: enumeratevisibleitemswithsquare + + * Use the :cascade_classifier:`CascadeClassifier <>` class to detect objects in a video stream. Particularly, we will use the functions: + + * :cascade_classifier_load:`load <>` to load a .xml classifier file. It can be either a Haar or a LBP classifer + * :cascade_classifier_detect_multiscale:`detectMultiScale <>` to perform the detection. + + +Theory +====== + +Code +==== + +This tutorial code's is shown lines below. You can also download it from `here `_ . The second version (using LBP for face detection) can be found `here `_ + +.. code-block:: cpp + + #include "opencv2/objdetect/objdetect.hpp" + #include "opencv2/highgui/highgui.hpp" + #include "opencv2/imgproc/imgproc.hpp" + + #include + #include + + using namespace std; + using namespace cv; + + /** Function Headers */ + void detectAndDisplay( Mat frame ); + + /** Global variables */ + String face_cascade_name = "haarcascade_frontalface_alt.xml"; + String eyes_cascade_name = "haarcascade_eye_tree_eyeglasses.xml"; + CascadeClassifier face_cascade; + CascadeClassifier eyes_cascade; + string window_name = "Capture - Face detection"; + RNG rng(12345); + + /** @function main */ + int main( int argc, const char** argv ) + { + CvCapture* capture; + Mat frame; + + //-- 1. Load the cascades + if( !face_cascade.load( face_cascade_name ) ){ printf("--(!)Error loading\n"); return -1; }; + if( !eyes_cascade.load( eyes_cascade_name ) ){ printf("--(!)Error loading\n"); return -1; }; + + //-- 2. Read the video stream + capture = cvCaptureFromCAM( -1 ); + if( capture ) + { + while( true ) + { + frame = cvQueryFrame( capture ); + + //-- 3. Apply the classifier to the frame + if( !frame.empty() ) + { detectAndDisplay( frame ); } + else + { printf(" --(!) No captured frame -- Break!"); break; } + + int c = waitKey(10); + if( (char)c == 'c' ) { break; } + } + } + return 0; + } + + /** @function detectAndDisplay */ + void detectAndDisplay( Mat frame ) + { + std::vector faces; + Mat frame_gray; + + cvtColor( frame, frame_gray, CV_BGR2GRAY ); + equalizeHist( frame_gray, frame_gray ); + + //-- Detect faces + face_cascade.detectMultiScale( frame_gray, faces, 1.1, 2, 0|CV_HAAR_SCALE_IMAGE, Size(30, 30) ); + + for( int i = 0; i < faces.size(); i++ ) + { + Point center( faces[i].x + faces[i].width*0.5, faces[i].y + faces[i].height*0.5 ); + ellipse( frame, center, Size( faces[i].width*0.5, faces[i].height*0.5), 0, 0, 360, Scalar( 255, 0, 255 ), 4, 8, 0 ); + + Mat faceROI = frame_gray( faces[i] ); + std::vector eyes; + + //-- In each face, detect eyes + eyes_cascade.detectMultiScale( faceROI, eyes, 1.1, 2, 0 |CV_HAAR_SCALE_IMAGE, Size(30, 30) ); + + for( int j = 0; j < eyes.size(); j++ ) + { + Point center( faces[i].x + eyes[j].x + eyes[j].width*0.5, faces[i].y + eyes[j].y + eyes[j].height*0.5 ); + int radius = cvRound( (eyes[j].width + eyes[i].height)*0.25 ); + circle( frame, center, radius, Scalar( 255, 0, 0 ), 4, 8, 0 ); + } + } + //-- Show what you got + imshow( window_name, frame ); + } + +Explanation +============ + +Result +====== + +#. Here is the result of running the code above and using as input the video stream of a build-in webcam: + + .. image:: images/Cascade_Classifier_Tutorial_Result_Haar.jpg + :align: center + :height: 300pt + + Remember to copy the files *haarcascade_frontalface_alt.xml* and *haarcascade_eye_tree_eyeglasses.xml* in your current directory. They are located in *opencv/data/haarcascades* + +#. This is the result of using the file *lbpcascade_frontalface.xml* (LBP trained) for the face detection. For the eyes we keep using the file used in the tutorial. + + .. image:: images/Cascade_Classifier_Tutorial_Result_LBP.jpg + :align: center + :height: 300pt + diff --git a/doc/tutorials/objdetect/cascade_classifier/images/Cascade_Classifier_Tutorial_Result_Haar.jpg b/doc/tutorials/objdetect/cascade_classifier/images/Cascade_Classifier_Tutorial_Result_Haar.jpg new file mode 100644 index 0000000000000000000000000000000000000000..917714456b21d6a91c410fd7c34158d4e1254f27 GIT binary patch literal 56064 zcmeGDc{H0}^goKnEYuXC<_0k&hMJ3_W=YHuv#Kerm?4ZO?CczDY%Hfl zJ^(WdNK%#6$exW~$~!zE3oLL}4UNezqe~k$@>J;_0M-v^wDxn+ztgT+qZPyP|1n8G4=m zZw_#ViQ!b`Q{S;UyJ)3&L!GVWp;d`v4!zECwgB+b!qIo=O44JN`th20E$QV*VK0W+|tOc z`@wTD6tEHp){C6}O1O50^&cR0TzbLe9{_ZiRS4NpA6&SV`j!80MoZsC%igW+_SU7% zNJdQ3VG`HOKLF8Lc0T$*)2S#I{+F$y>-!Ndc%}BNBm8LLAHZmPMEg?n_N3j`AdB~d z3qJHF<=vf&R;$O5VYu!l;I;k$a_el;EyHhLn*RX=yj!=I-kg^@-*}KK!m)PEF0$CL z*vIQF30{pAGHq%NRXBK3+;?RrUEX#03y zM!1bqTVME0V}?-2z{EnT+q_xZ4a}{^_ZBIP>3aH6v+(afZ}!$K8;Igu%tp>EeDHK% zm{$r_6WcC8XO@CDW{XY7y`|1L1z1*5pS)eqwOPN@@%I5#JCzajDR%O=&y&iygX!oi zj6IDR>Yv)qhl$=cIN`UZE2|tfOz+wQ?iULaqg=9B(N_(b9d7`8enyWt)m-8H&G@4M z8Zyt{Y(4cd^O+L))o7EUy_!H*9-FtdL)7tV($<|9WB&kUZ~m$}PZ=Da`%j&~CyjRm zd)wXl`;{B-{Fxl!S+eS^Z6heX17>72NNF2^*VYf2nv#il5zJA5+?uJ2b)Q{sU`zjy*<1ZOqW9JXgXEH|+@x65r6Pe@^Or-kne3G>Z1EFQZ!m zRV-8OMyil=RC4y+hL6+41+tg9R5|qgPT3E9cmCm9WPkhF2c(|EXi}fDX6!@JTRUk5 z$~hl)1l4K8CDbU$#);05?qBjLLtHGzH|bKm@(6=lN^Ae16s5@OKAsSdYD#;(wlW7r zkk@qs4~~Doo_o7_u&?uS5Pp2^qiG$YQf4Td(dHm_^Zvx<<)h|v&!;}&3gyq?z!h`0pO|J?bUNA>T5iN@x zY6AT9mosKuypL7l`R9kfuV$q@e2w-_KHuqv7RbzFB1(|-!`C~v?pppei+o=D=d#$_ z|CIROfuFtg;)2|KPuYa@{_N^FJk-L7tiX zXMYp_iQd#-d{WPSN+JvT-}yiM>)P{~gR)Z+IB|^UzxF2oX;61~itpmgL3yU@{|Ej5 zeZB4yb|~m8b}3bw@6}U6Ae)umH&f3niu^Gkxt{{{L3+{+;dj2TM0qYR#5~ zuBv_?P`MZWLFMDkMXYd><+GftaxP__zI|y+KfmnZE|uEV-F`13FMSq&*{zDd)40Kv zgGZ6q2^tV!&Xb{e|K%cEfkRA!^b0_u7GziR@iKVu!W}DI#A@$d?P+E*%oyY-ZaUl0 zi3p~8ZCn5B(2j1oplrlfq?P#Oj{iwbvWI&g&5ighg2E4%lY~C*hOhhrp}FmNv?;`* zro8E3m$h|cjwKPznGc)WumEJ|#cLclnj3`17kOgBa>Sgl?pki(0EjQT6ZFSo+U2XHY4FN z%-K{pI6FLqId|^S?tn9F;HI~X0}q+Hk5kPUng7m9u8UQ7M;*Av#CN zXKw|U?ug9W^4274MT}qJvIyfVwfJaRXX8jaKQPdmWbo!-fVaIlpXaH8r9g@Cb*p&T zEZ&fiS$cboxXy)jja3%9XfXK?U}d+nwR&r{s=*uMMP8HF5w)6Da{nfHnX-u$wyfv> zQfAWKO1L;%Rg&TqEtVz4hKeD8)fxDm-#$brc3IAT>WM0iW#JJ2%&-6XP7|Eu_f;f# z!XXKyg+~SdWZs$#UYs8f`SHY~H%;kY)4cjBoce+_QFk51p_`JhZaw~-i>~;5P)fax zY1D2dGF>wKH(R$x+^s2;h1}}Bgk!ffWY6KURX#U*;JuAw}nOfqeH+*dJ(T<)} zJ<4$5FBC9A`D@tD<)<>y(qeQ0v&H*!g^FeJpxf}NKgQ6N>O zn^HA<(X?oILw}!v%?GX`P`m=jmKG+{#Plvb)GoWQ9xeyx((!-q!AM;09Wf1(r%j7 zFf9+^Wxt5lgE>vj=H@>vi>eW0w?{ZRuoc=vN0_!tti6sVjHSq@$OUbJXBDco^G zZtReYx%wL+j;L08ew-x4^KpQ>-o9j9C!h(5XVQcBx+IG)76ZYX2nm;J5k zw;9%=1nweT%34t1vlrLz@i29$dcTycbV&y;QBG!2Z0BB#q>8N{lxEcA`Y1bEVbx;H zB+UM>+^R86>|pc6e5v)hHk<1v7R4|5#lyzz7FEaAWSd%R51g7u&`7x1TB?k1Y?djS z9b|;pt4XE#);Ulm1#*J7C!S*iRb8hffpq$-lOSu%}1qsOcW(J zg4yrmv19OCX@>(--l?RXV88tlBqY&@)qI(f%kH6t&^P0+86{Avv%l7xOj{;UtKOxP z>~(BAvx@nJr}SkBdo`ABI|kx7E!RDH3Y6ei)Q=f)Z0H|xQ~ieEs{59F4$C-y@5ZdY znN@4jBMx60ae2B0%Oo#4bMVnSW@PH%7w@e$saq|#ss%qVS_VEsJ>ipA{XThMClNZVE%aX5^SR^@e@TDzU%w%+;V?H63wmdc6O z-PP=47LM2fe!o|berf#03k)sV%)FuBUgn0dT zcIR-+T$n(@s_5VsP}W}Kg*Sa2hM){6Mi@WIP4;RLK>+yujhibfuTjF|wJSJKB{P2l zJrVEmG2jA7@C!&|-L;=soNky3ui%oFbZb3X|MYGM!HAP#@JbzVM{2!b-lxY1TfzOZ zP*!k|(Ln_l7%?^LKZoRy@(F;Esfj#_jItJR?3)r*G_*jk+IVkFr*! z9bp3|Fm*!{^vpafIJrJuM%G#jjn*^y==#0@873o)P7y8XEn*%rv{LtC;?WoCFa~f zcQvJFljfoYpdh|{-B9z-adTb)xIv<6TKQvR&`Un4`VQp*^8&I3Qh$QOS_p8xiUT^> zY@}9g#|VqMFm&5YgUC>0RF-M`0L1_k`-7V?WPv@S6Chl2~!ui1)?!s3C-TiUzMWteItzl=QO5mAx z+|yX$Nc@8!m@1`Bo_U>~1q3G4Yq#RR5d0H?d^t5L2W%!@*XZo{$TA&SC_VFW#daxw zLt<6sV9s~GA$ zJuBbH2x>Lmp>sp5;Bq1?=^mLw9+jeTJa6xx@i=l$l;qE_SDS|H9AH3Z!}7^GWDxA< z9x%bY89{;qS4=!B0;yg}jK=+P^RtgjblozEr?z-ZpMJN!0y*b^tZ~9}$v#h`AnX@? z2$dhu&md_PKDbpkpsw`!yedWrA*y&&b>PB%3tU#-*VJ-Jl&l70iF76^Zl93-tLm+r zF6o%5rdF71Gf${^J#N}4|FJtglOSs`Mm~FHC1Fz&H{=%X*prMk-V+dy#oQu^6$n*p zSMe^n#7+I&IjoH%perXd<)%~W{=x>z4tNq>>&bVmdn%6My0Y&(UsYf!T^*RmB)`6Z zpl_Nhu2yI9igV3&9U&{B$sk5UNQT>Py%ObJ2TJhWq?eGKy}Kq-){k(zJOarY!NL4$ zjL)1Tlsz(DWM@Os&D(T*>r#5i+LY9iFP}{-SE4t`8Ye5ETs-aA$m>XZ=46?6tH8Qh zn}GB3_PI`MjfGiQeA7QbbaT8h`*ez~xZY-XYIRFU!xs8%=?Y|)3mDX%T#YaqyUYeQ z?pDGELcZeQY?TF0S?TBf0+Djx^1c=Z!K|}#bf(yz14qw7q6Ab|r`rS;!Nsv=TCItW zSvcG72KenpWWjBH;l`5)o#yOA4uSLBp}(($@`=;$8kTujf7wUB8qy|OfPDN;*I3S* zp}S*-<7b$Qb%ttfq&dZGQ&#{Cv4@9a&M-pLbuJ#G%gEzAO9wp$gdxHs&@>Z_6g{Y- zzy4xum0%e%e;)3zhHvgK{^D(?0iPulQB@1KsU@t&_nS(v8kL5an|{Am|BzHloS5{= z>IRWW)pbiNECFDE5loC{MKkPHq2Hm=(w-!AiJwi#eF8hEF;5gpu8U3(!RNJdv<$)E zzS>so=^LRRbd(8~V#{h+OLtICSh&qIDphKNste`OHIXL)>}Cb_5ud&bH=Eg^8HPpcxY}ntbaHkK54qQ)kOy6vAx{NzFAq zK@O}5y-o4kR}s+F%$wk4P)j^- z@jjhc%!aNxr_7u_%7JzQYluWq72nBM3Z9vI$-E;xUMA1CJCLC&19&H`RuO+SlzD@Zpva7+OPb&!SMtNu9S8y zkV#M_&s6mg*rB|ahRX#RP~TGxe3~}UzBoOpdh6_Zm^{!bU8>$j!jJ0#MI@}Z;rf%w zda>%qc({>HGg2yt3Qwq_xTUFquc0h+5J98)`*n*o(T42`oOd9$W8_RmwFCjx{jwJ~ zcPqtWh}A3r1%y`bT5xj~%B=(Yb3nH*XIsIj9%XsMhL`wUA>F}rd8*Z*A0TI~xl8f0 z^dEaeugmgDUQ1X9zl?vAY;Egi^N|tudhzP*LeW-&sn?hAd~xk@#`!t+D^fw zbgUN(e_cVRH9=rWUYFj@NW48=qOYJC{K*k3`?}b?1JYn{JOLj9dA|&DjQW#`L=*05 zR$Zx{Ye}r8=(L_t`%jt4cNvAV#)?EHh>)4S$Uk=l@mdAS>eA;>H!01THjZSGl4}q2 zHcaZ;in~qi$c3e?=GZ2RO(}*%$m5l(uC=_a^p2!1TdeJl*GX^cJ`V1DWt&*6-chO# z{~>g}-^lBn0TJ0Jan4|_QgB918-xD6U|7XlYLTkz*wc6FKJWJ_zgZsMi|Wr(JaTBteYqekZPh(FKa7L*=>b*!OCEuNwWeHXxSy znU6soVKT$n!CeA4i9XZnv1N6qk1UYeuS^vS(XW)Y90kY931;S|+2jNykVGIrt`~G` z1ryjJ^hW7664Nwcra#i)%0kl@8tC3b)ard}2DqAD&E_X0)9NEE^Si{7JOT^K8dTmc zZ&yT9C)Kt1;$Aa2jBl`T}^CbQObnAqzX6KLY5+$#Z z^nL*$D~qL)GyIh;l5nJz{K`Hk@Pgn%Hhc4T7Ld)fb^as@C~+TVjgYhE-p3kwf{V=$ zBpmAmXLfs8$jPuKF#!Kl{>y@YAYlsyAMHRiIh$vdr14Ce7s<$uxl*CR;KxnIR!#t* z*NFe=Yy)tASKF7>?NgFA5OL3{zHtvvkSnWF20uR3J2Ia}7=ydEG6_0SZMS->{e*e*S|K_+GYxrLMmU!WK(zQv4Rwt)J(WXQ z-&_5GPW?P|PVd>CaG1`nYAQ@t=9~)e^pCS9$wJYf!N-zstYKBk${b6r^laUp#e~?s zpwd`8(r1>@5_&JBnw8s4y|x!n?sYP57XbHrP#I-f}8wiKIKhW$U5XM7+Ia^ z<;_2+UfN80BqXJ4e<3`gtST8Y-8x@6xbnUn*Os&akjt$6%PE?rVXb|`!^Y)dWYh%vO((Qn~e)Pea?I-W^~OE?094+GOT&G&2+3^N0G2F`bF zMEZy-36qGs0j$r9_JkjEPqYW7c17$z0iRj8U zkJs|B=a3#{F#E2N55FfMeAb!c$4z$riIRC+$*;7R1jw)JRN@mY;7g-v_jpr|NOwgb zBaY>;CvymVg){n2&@Yah_qQVq7CI{oT#xqd0l`q_%=KdCoznFMZ}J1rez#Q7pa}Itw1P-^ef9 zUP9Y8#ajh$*9iD7Ny3lB=?Qayc-Xv zjA=%eO}#A_!Jkk_Fm4LOl%UJd&%|SU?IT*)p#{M}gqooyl0&whhqyWCvK zaRpdJkCP`pYyqO;DR;`Ub~Tv+aX2>+6pzok&Zc@og`JHbaxtKSJ98OZtxiuVj09I5 ziv5Z`XYMQe#S1xF!*$1#N*@q;sQKNTS2Yh0)4vqBn!6@wBsb;N{63mwW|>bpw!ZV( zMq^c~8vP-}7V-|CGpF7)1M0)AvdF8YSVOP;E{oY#dVAorJL%*KWAT; zrA-S(pC7q$eMVkK#?`fV@{3)d z%SKHrF7T-hZODjL5*!@u^r28g55yWS1s8b0139{^{^X&2g4=V^@Q_IpAiKE>J^=aM z1Z9$-KW8fK8F}KDRa((P61UT@EJ8>QPaAz5FI>*+d=j4nj8EDehnZy-gW~npPL>we z#$T|uurH^d=QDd~-MNeJ<)9k^<#L`+>kQu!OKonKlT4P6CneQ}#k@6=JS!yrtnjOU z(1nbsMBWKPy2GfoJL1rV}+SnQB%+o>TBeh&5XcsvX!;ns;01_Sd zZr3=DG*D(}J_6O%;}YK!uNFn--mtK8=8-ddHCYIJ=Iq3KcLof1V*hwl@Y?oI@yl(z zz{>E{wR(YX6`8)?4^+RIS&rm8E6XPuPFK&wqTjJH$6`iE71qP(&xPs~zaFyI@P&#q&NsI@YwgCzB2kc-!?%gU+=I<~s83n2{+p9GIAam$-GG)(>JP)z4Y+9g*6%0EUh zzK3LbO+NHXUxoKUKAvANk@CUF(Vj(ACFYh(N-e18FbKf3)@XW=7&;v~#7J~N($L=& z{49j5@-P|1xvi{1Q#_Gulvi#CNMLe1r)l^tW1+FQoJ>iQO^0&vL-%WnuBSA9gSF&7 z4ywOY0DSuaM)$F5*;W@ytp1`|{q|7EQ)KQ#|C79Dr(vXZ4t-`oU|~3$_@d{ToWL_} zfB5*O#-F}*4l$tA4^Ri{XgL&q+189KZqEl61MU9+T)|C>Lg9zkY;}LD5cg zglfDSpHyL4dS;DcCGLSZKL63fvM_PH%=o*Pf_))H9D+2dt6( zBOaSZRIi^#boA6GoSdCPncD~YLbd9N#Wf4^NJc<|Oz#J`;8~@e-9uAj4-vrafv7X* zgt5~yus8)evvA!?RkoShVTWje145rgdBJGF~$Da=yf8 zZ`bqJ53O(2Yz~rC+gI%61m)o7_NyRqDA( z4Zfly-A%(J+Qjc@a()^kMc^N=#g~@*lFY+a3|a)<(bpwg3xXTHfU5z<##V+Uy20|y zNEz88c_08XCjXJWB{acX7&$C)EY)=9Miyc`=an*VJact%O|Hf$RlEw+|YXpW!(GjBPR6%Ng&a?=z3mpJ)g4Nc?H3KAZ78?w8g|E$%H& zDyO%gt)t~gA zmDS-}R{P5f(nY?e6+$nvsqGQ^>LMxSbvcrPvAF2^xvq7RSi(q!WwJW zx^+=!O&p10_9fyl!#zBUXlOYwvIrT+XTos&?fmPOK$k_SB0{vxPzL(NC|)JrHsy7_cEvgE z5+g$yxbE0hx{D#Clu4Hk&Q<}klI4Zt^Cg;dMfug8a;fFcJtOghjd20$;}pnhzSxFk zW0pGQYWqu(YmALNdZ@?I=k96g>=s){TcEo5Wz24#{o&T=v+_*Xy0>sbk%@mr#QFS- zmz^(M9eZh2L=LlszPHZY9v<@bZ^4-Io0Y%}Qk}2)4Uu7d(CS5cQt=QTos!PtA0NbV zsj!97C-Z6^D+P43yu8e+3^_fs%075wHji+l<_2HBaf^rUBqvvOXd4NuBf!&dx9qfu zJE%MZ888`lsM~b=E87R2iaP=kG^YZFI(z9c)9WM8B*I~c|I6N=9M)ig^t&<19R6QxJ8)>gHv zs>J(1C+zexh<+kg`D8%_lC;57%W*(?d=y?63G%Hbr?5G^kWbj$G%W{wT(DLE5Hg4q zgiUGe7>rZ+P7ob)HBzd;71YoRm~t>Ij~ReTSC_b{l@(rQBXMeb->KlVkm9mv54K+_ zc)VJHN~5f>p~hYKYvjYBuaXs}IjV2=0_~xW-CAoqAS8g#b^a|am0bl6>#ESorb%~h z(D2A#^8g+D=E;Sa=5lP4BlM`oMb1ZaH4qi73j6qV~$?rO=|fbaaA9 zY!APY--q)r+ofXJA4RE#hXEn%Ooj?r`bfHl_GYG}EdPqNjF&-gnqdsvmEB~E%Y&G2 zaCieo9Mw})!*Oq%OODO&ZOH4;_QYcvm>r&JSpS3#TFcZyYig2UWLu>n>nxRX=K{V$ zP$h=fm496$1x25!|0c)F0{dM|#+o2)=6r% zO%1A2%^$i+IFcWGO`RFalIc12HPR`8uQdHYQ}v;3_QgQ^ zP6q8`<*$(b!{9eD~_! zknBxzwb8_cy2*k&M>T`KH7JG6#6)$|od06pL8U6l7H(&hs?khs=B^}E0Vmk0t-2tz zezU!0Fo#K;}>w*bIDL84%is0kAfra zK`SvO(7|J`K5-CYUR-60u9j*M>c*Qk-ppYX785Cq3}nY*{YYl1nr6ujGLc+>QF zmIvK#;Y%mZ+SvSM?_Ng%-&q;eJWSJ>hAKjm27d_5PsJ0mKOy$A9HT24G3gY&SJNWW z?F7|ZI!?laf6siK)G$kaG-j}|<}AciT{0XU>v;JuxbipL3Rg*bxp)TKR$#6{zE@o? z+i+gx0QkM2CWfL_S0gYfOciqQNFM{1eJlG`dz#p{bu*-l$;zT|-qO~A*WWt}C_MOq zan&!54qlEAZ$u8gBuI24My#-!XA)_$-R1SfsLGs@!T&C0WT+Mu;sSFSAq@&kVK}ixH8C1T~k8KW_0C;A#h|s~XBtDe`!m z5aLWS1E#1+BMX()Q6?P&#sbT9d};Tm{l<%`n=cMrCVcsMvSA76WEX*Wj}cp$i9Fx=cU| zitfoKkFdv;&kZJ-?pKrWb*o1&XdgO$2w>Ok=KbqdB~51Qf7EKaFJN6VF@{bgpx>7v zt-A90S4EL?L0+xsQgS}o;{zoJU$jo<8si+fUti!bB4;g~uUYW2e|oQf$o`@D(k6R|_SPCLMM8Mx##-#5}00g=Qn}JZ+rs@?TBNv^xcZ-)k z$Xr#g8RN)$Gx}?GK7LxXxnI;C)J9l+;BV!uw}hpR3-+SBGPA8;25>_&%60jp|<#Yb4urbCoq2<~S z(I@xjVR1`Xop^`%R}yoW<NXJS3kMBII!!ao+h*1 z1bTkyYk$9fJMv!IV$ZaP&Y#crQ`O94HiNrGSHC5FJN|0BE`q1yb4jXlMa~{j!tj`K z42YQQf6XmZiI4!dlP=Xj1~G7m9HV>fG=431)qGVRPKC#SJ~8P1uAWmk&1%U+BeJAQ zIBbj!r_q-0m5C)%U~s@?DlLKa^r~&><(Jk zucIsMrtHlxa=aJr->ibC9qA2rx9A)40WcQ7;fX*2OaX_aHX*CEh48uV`ton>rn!{x zPlis`zi`r_x^J~VN%k(YI?bcUpO&L-zQ;O)mq-0RpH1mxS85~@n@J%ctLZ_5#5>D` zC9_v>do-!$k%N5^9Z(D#{jf}64YnaQ38dtK->coA)TL?=xo%X&m*Fhbk#1?P;b>A7 zDu}Uy!YN%E51rn$H26OJ2VAE+W>Y8D$+d~}_Rhy4M1NsyJd=C5O*uVO0AP#GW*1NH zTwW4$F?rqDMeB@n?ylFb0bEcR1;WgHecj{w%(t5+#<{F_xq4F!z;B37_&!c_3M%{1 z=>d12D1z;Ig7XdS2+${c+XYu-hj`eOy^DO13I!S;`P1>`z&ea(`UutKGbUW6ggBD2 zfF~9yj^6gjDtD;Y3M;kBs@|%BpF=gGS;v{zyP=Q{+Nou)sHb}@WQ?Q3XcX)yACv>$l3-$kL$parIuHOjGXbN=26 z(#~|9emZCIdRup4@*n{~eDy|q^Z4ap=E?rzpfb}4vg5Y?{SN=*d<>jtoGF&<=4~&q zzP=G9O~X}LnNE^74JU#1%z8$tE0(wzn^gk6dBnum-s*ncrwq$Wu$PG zs8yC&iLvQRA@f_eU-OcxCh)tPrt(<3%t+05CxWjFZnAgwo>z|VXp2-{P_CvGq^Q^w zh@hRCw7ZK=r&HM+t;;lB-^ww%qK>^!+cO2F-_>8dSv@`JtI3{Wo>R7XITe1 zcjzlcqfua%(EjVWi0-Wf$@AIkD4s+u0d^A9&=FF1Q1F~T(&e@iOqZS&`|+!M!n$Ln zuQ7{OxsSStQ-PqXdw)m6d7>M0x&DDsigvA~W@lq5e`WtHWi8#%Aj&nCxAHM3&3>WQ zq;)RtAg#jkOwRQ#&x6;_nH$v~DNfKsc}daYH*QnzpSCXf0uW?FA{$<{bBf*0DDvO zEYs!6(bOwp-GUxxUH0sxXIPXLfHx=&A_{ss2aP>0`ol z&X4bs%$Tp>} zH(dj>6dC#3gA82(2XjqFi3Cyh@VYhoX`#0t-R{U69odD8&;SNB+A?QUAWVWcPfg*X z^<>f8mTQKuntt13NjeVSZ+warHscV|_-%`YW`DnN_zwWJYk)<>+AoP6ir8rntg&7D z@b^b`wIqCchhFqLaxfHA&9tN(@i(h7(+;hH-`u4S-$QnR=x7IaDKbg9wttJHhTM_(1sBB3RvhGkv zzhEaa4V3{P4QM$uLS$YBCi2}f{Yw)L!o@D2-+?yDuNLf4f-nFa(`y4p_^T+!m|eMz z2ktH@Ol}wfVJRZ9w;bnZKG?G6k^K&06~F@eS<;yiSs@x~KNE!OW<{vm?VJ%mGlNHn zW^L7caGVv!%|Ad4&7o#S-fJpp>AoU;{^lKhN8}-=S5{PHvOske=E75nxz86sdLUh= zm-wBxVY#Yo1Y#j+#8h0mw9fru_Ge8udmJw`@eHDLo#Eo95eM@(>G6VgX#-OIMFFlo zN-2;KNlv$!_QPQY+1O_pI z1{;md&B6CgGGIW&={}wXvfMiC=HBc*(k3tr$>?@4pl!TAa@vdin8gO|xGnP|lymis zFLvp9{lYKaVC5^=|EU<(n(Z;aM~6qapiZX?5HS@l3lQ+=6FS&H3w(IjYDi#9xi=AD zBtgr}I2*hpu=QtZJ4is4sq)!Z&wJmC8y?oruELIubY6~O?!27XzjA*o@^Z*cRa-i2 z>~BEsG~xMg<%Lqp$0j4yPfpjjtqRf(dA+SxhCV+T9XB<->jtOK1A1Lu-Gc0pe4j~= zB2oo33pp*L&MIxWVEs(X8neYUs1Dz)l_jZ{9;P|`CYDT-YCj#{wm{!KEA*s1bmJO- z|B=_i!zUYZKhUoQynO?2{m-XUJ(2H)9)IQZ>`w2cCG0;y{y)IPmALOOk8pQa?;fb7 z{SZ8}hqa6vv>J45MIL+~qAGfN=Q6Mqjzlxe}cDM8w*q@g<&y77- z@n?YNmDWjG@CDWEebTGn4a@%kV+WB}e%jpc)|yWlK1O}|>x}ycC_EMmY(Ar1en4)G zN6n3wv(CIZU(X>XtvvJb=-!zNb4g`z!*qvb19xZTWkr~h_69r5?Iv@uhwi-6Z0{Y< zuhs*9&b|8n*XsLi+unnp+3U0S9vIb_ zyGT1&r*r8c(9FdF!=?EiiUDR%{|?-SE?1Hs^NGCH6) zYdu83{>IRgZp&(n;H<_tK||G9Mzy10=%>-0G~0x_BIAV1nSu?8R7fHM8Zj~3^QsQo z8KaTtIFtl{&fJhco z6`q9ROP6d_?U}z3`YWG#+``K-U*n1U(p?!Mq4ap08_i6Joh`nWR~H&EBS{YV4Yf{^RSF{ zs(}MSTeNhAt4^*IYK9A_h8CLtdA^w}-%BjNaDT8QN;@Q^7xlbNZBK?(p;%0Li4|SN z_;d1V>T}NNS{3*2F}dKoNGffpyx`TO*#XUvv(5D<--&!txARw(&v#c8{*cCV1|c5? zM%HbsFOkufc?93*F@_o8_0V~*DUafFOHEpDN8Cb}>XQS&`hg`EQ+yvHOmgpLpDW1e zVVmx!+v7i{m&$N9Pi)r)z24FIP;OQKQ&+C9uo%q#lkRwfo{;?3!1E$rtL}{?rJ9RS z6o0~^9^QXckq!f5bI=y6rSd031=1R`>>bcZ8C~x9Vq9)!vfMz6YO=O-(wr_uCT>&G z8~JX`V9CykT+F;qYj80${&h8EW+i8V1;X3Hz&1+10xdTUL}6j@aQQD4mnzc{GF1Bn zTBW9p@di55ryc+H`GE0gro(u32tVlna2vYrW*`e$-lACC_>xd>zt{>|!#LpAu`N?a z=0*T6jp8w-?_f~GWcwvqfQWrJ5RuLju-j;b4M}PyCgnTop*f*c&n#>AGC1}+|Ik!@ zr3+xU`c3uaLYuM0O9LbKKghkhVGNiE$iLLo)+Kvvt{K97%?=GIhU|E3K6`61;JlS? z(K~VD(WqwoQeDbxMUQyK%X|ir)3|v_TKW}`d%Sw~GAzN>dDl<)e#?{3;J? znSVGWE3X(fI60<3FT@3y+|?Gi{+-DXM!)J6!(K~7bI&3Sf$CJf)%4-ik|?c7dj{9i z$Cyx*KQz_L;VqvG{}SN{Om3o8DVTwL|gYJe3#t>ZyJmrc%7Ih8=iPO}dA z8?H1$w+~`gfpW#;x5WF`4$Kr;Ac(D`K4uet-Z?JAbFtq1Tx18I==upvF36_(QTpDG@|2%DP<0IzbI3!Ad}6ql5uVI(cxQ)QE#27G+e{h^J>eD zGg@;XQA5PKz}iUY(xOPMeSPp1(?2P{-Kylatxn{2o!M;=Ic!JIA*u_dOZe%`=Yl_yi6>0FW3VaX8(A<61ut6|298%Gv??{npz->| z;CmBOooIpdR_UxNz~d`%>}>TgX%zf^o+*P>d$DYQsY3_{4vZfmuNl<@&aOZc+|FhS zXgWvE8EKFQeV=k->ZqSQ>CzW}b?xL5q+3YF$_dRnPQo)JT?eT+8h!eyX7V#dY<30?T+V@ z?Y3_(m$H{mN`_O9LPiDzg0GP3Pts4+{t6qM>-e2N_(5c{)x31f{f7ZVs+Y6zM?SAs zXPGJxmK)$>bm;Gu3Syp7I|J_;vld<(Ti=i+ci5i!b$Rfkb7=McfzM|dTC{gwRh~LU zqYQZp;W|0VykbF?DGSI0v07Ta zuH8vUS%683lOOfsJ?G%%_V(`U`~iP@Pln_p?*yi%r&N<}!Ubb>s(3fOgX`hQclR8l zo8p<7N=2p(-hkVp&vHJuKbITgeUTl?cj%Be=;IezxB8S&-$X&_jF-!{=;`G@W!3yJ zi*yTi8yEHr(lg4_9mBG|Q*4?huY7gQxP;*HMmiBT@qpsrs+0hZR2vd;%Y?_~Joer@ zs{gg!40&CujIMcnpc|5|bSyBN1BZd=Js)TRw{ECt3M77ODI8Ir{2?Z=`6P)o_=<53 zDvfBw=C<*z6_8gDz)?4zj}DRr$`)Ks87swiM@qJ0PBQOj@8#U_KhX4C`3vIvsKEcs z^7h-jO#R;MM-_|=jiUx3-NuA2ZN8dov-Ne4Te`h%mkyOY)v`Il^C7o-s?h0CvJI+n zi62k`-u~f+em0d-Pmlfq_&?>DE5#)1_SM{ZPp9|1%UX4~tlw(UE0VtVXv*UnK5YN; z&wKrxuHSF#-#URef1ZJ>PZ!!Z86Ul7+1|S?xOHs}dgqHnkcyD^LU-|v&yS@{{9@15k##F6**j0EwU2`tbbuA`Petf}? ze!3UEp9xM%jlXKJF}g5!7_2nIlo`R;X#rwb(7i!x%4Ge$`S=H8vANh9QrdMYX2l~S za%>A-aV7a5p#LWeD!&am!qlrtFHtk)k}V6{O#Un0>nZ1~1hP8LI)Pg@z&Ka4G#lK8 zi=X^o0K7m$zr;`}Yfd+aGp1BK00fa54}C340TO1Iw@_CQ;^0KB+~?HB-@cu=3dlxj z@)SZ*N{Eblvt~<+NoN1`QjtBvW{K%6=qpODzEJQSU%5^1|@X7-Xyh@2^!Bh z>sy;Zqj13?3IWt;PneHwRW4aGi>o*MT$8F>0A+Bfp1xIyzHd8_;*W^*t;Y~%RinxR z7n)?&66M7Ol{qKbwGFEqbd{UjB_TLnqDH}l5A{U~EF^=4S`o2fAKery&6h0nW5PL> zIAa^Wl|cAQpWZafYuJODoyW4AZuA~kE@}ResLd!H03Z)#dJ39HBjkB5cVNH@p0y<_ zNknA9Bb>7Y0ho{2=;P z-qC7Q6Ti_loWWIvIN}p#{kyIo5lVGX_lnXr3W!J~)W-Xe@>^Of(0NshDo#)ioocq+ z7??V4YRcR~2~=xMKH^MpDFsn7DddFmQKk}<%%+S$T2|R#t$@%Ll5s% zmf9BTT9kU`-aRXiac&{;pAcQ%rb9|rRzXNiAZ?{MCi2O3=u|9$xim@k(p)rXC#`6e z0u9)WDWL?#DZ{K%L60f~gCaDVm1fXVfvCXdP|~-Y2g1m_WaBuxjlL4bq?rZc4#S*I zgpJOFUAi{AJzeIa($nYYmv-M|yR)}ru-4z}Egcn}TX;z>TYZx5%Pt4u!2P2#Sn_tG&yYPPH|$0!W$wQUTtAfu$s!sN-55MPeYuDJ0R6O6pb~4 zWYKLqG1Y~moLF&l7Z$HzoLYt6S-3K@bQ?;XV3C(LqgVuxtyB#B>C-XAoGX39>Sp0? zHFsfgs~2pULWbZTgpGNQgu$ipHMeteuoD8Na9Oj;V5Y}hw_PgkKj24FWRV1o2eZA84UjAe7J0ZN&@f5b+Au5tp4M*GEKUn+ukHE~h zl=nc2VK5D8_}7LWz+6Mt?))zbxba%uB!UPcLR3bR8iTTiqnH_K*1Y}J*H>$*^tDw< ze!nBZ-t6_Zde28%H6{AB>Yr!al86vz@2S@JX-h#RHCo?@X%!;fNNM&Qax$URsa}BV zT&-RXWjbe}J1(?-$Fu8OTa>9Thf2au;1RV=#S*OA%tp0ggt*(5g~pVXGGMZHl%0)3 z#t8`|RvMAVCb3GapeX^xc&k&w(40M6eE8S&)?NW5$*oTgBn&=Avbu<@@=94PRj)eD z@$KEcg|-!X?qw7{;z$}m$~E`ajzAF=L&c~=zX5GXZE4KrWUNRah^m%N9x`A%E?Bzl z8yLi!M}hX;J}5atxldgysh1jJ*~^E=8cs$#rMV+%NCrK%ZGB^HX?pWk>hAztNlXt)&9>E!5p9^%-rwQakiEm5 zb*Gc_o6K@JIuWC zV9eKAWd2nI&(0OayFj{Ck83GUt)kp#WX)VkoKo%EYY4T2y3CfY(3Z^n~$aXa{y(3H6PuaN2T8g473IwA*c3 zA==>SIIDu=2`Z5)NI!LBu2J4*J>YB&%AgOvw2ZJv3tHT|`keyU5DC^b*J{nYpf}W> zwEVX@S~OW%Hn>m&3$y`2Kr)XIG7p4nLXQjo0E=yZ`6&MApKzCM$d^|!mXVJbC}8Xs=QAOw{Qg& zC=zuuS2d!z?+;XhO1&8+!46;H;hD~Z1CID0eW|!(aMyuI}Pbl2#`P?R6w1;1KUd4 zc>!R+(rP98&vZ#l`Ba5CpdxA|+Q>mtp*eM$Z;Y0a&pT9o-+^0RGC~cy!zC&?q%LPl z#u;WxSWct7Jk~+>#OtXi zQvkTW>d%FEX`T$i?h@_8sVcsCJ{5@|>zA6gf=LJf8IWqXh8a@Ughrif*YP<=!*qV- zrtWY2NBK1c?p^Db@T2MX>OK{v{hg%mQdQ=^ej3wH(mcw!e+o7jCAcUBBVCEDh763O zC=drKp~0=dY-^kxol;r7Z(Xg)m2$_d6*oMq6Zz67h3j%g9Dg*a73=)+sM0Fr*Sk4wDtluXu?GDLS_XK70+PV9H=GT>W zel|_MC1y*BNO>bddDkDhXDjPZLtR^cXAI)qCDmxv@D?wJ-q{`w$C_KVcTazUJd#S7 zby@&7fKJ2>$&f;fW_X(hy1=oQ@av?g6e#y=DS+xE~kNmnIk6|Ra2QRFM?_KA3=hux+AEEll<0C{(Z%b5Jp?rfsG zXKnXMe~qTUyM5%BFn;ySerV>bPSo;{RFa)Fqy##{%VpNq+lWz0(4@gh8W2Y#PG%hI z!D_iaU8=)90ofKRoMV6(QnPpV4kpd)%bkHKK2kqLTjKgRxZ9O;zu@PIxU63l;gXV3 zdcv;TfIfRkC+`H;L&b9xYygVKSBs-aJQNF%y?NH3hJ<0R88hC;-C1=KRkdn3W(|Xy z#5g0`HLP^`713#|YgC*dI0?N2Jy5<}+$h zoS>mZNd(Tdui{=8w8hkJ5Tx4P6D7=~rCy*`St}t5eyg9JbYQh^?ZMun^3M@R6za)XW!wt*!0@_wToJl*&+q5SjCu z*5weChyf{p0EiW=8M@pzZrGdvx%W+$1RjO2z<4dX7ZYqN4sI~-c z*0kJ4+lJLev@K9X_O6+wFfEXQZ_;7=}FsS zijdO{tL7e13=cRPE*#!`#ObrCmb4v`E_f&6iq^a%>!xBkS#hfa2 zC&aDmC34zO;(`3r&b8b+5_nSBpnwv=MDI0|xM?bQscRtqif&v`@{zT|{{Z64U;auz zx+qcMfDAU&10%Ud=oBl@mn`p(2Q1m2#bhSshm-)LWa2QFz;KTphQJ5q)3dtg3 z1pdl-YSKZf%g59#?^N6=UBiIMh#5@|`;PE&UM0Htem8x3mFGi_oQeZ+S+@+V)y?5) zn?|>lH!(XCRH`y)RzqT7(axOcsN>G8VRNnj0B23x@b(FP#+Zve=1=f@28jtSEd1h} z!`Ue&0CPhXjli(yF>Gej4QQw;;pDbdlogZ$byRZzNj^fgU8`NUYjR&24Z(PMH*) zf7PvH6hqu2tlPW{9V&7hNKDACPifi>ikltXtKnS1xJi#@N||fN)+$^$qJhX2L7!Nw zNivqQXHQGAbRwiMxzN@#3gQ;7Th1I2>sJ_{9&=px ziE(A9ttoPRfu+?%N_33}5OJNAib`G%mGU8A3F#3vg~a&fS45PlO}3dc5gxjI^_t>q z)~y*2-1wA9?$J7^`FVNPTMV(sc&7PQ_6(`O0(-!dm9z=apVQ3fV`}=}v;P2OHy$me zE#9=&j@~@ZTyvWB`YXlW4>NPSaF;|?%h12X_@$2hYd5aCq4}+nLH(5)+lwrayw0NR z^n|4T+S~B2W7cR&9>=a6xNr$9w5*8KY){TGdC29ZYnbe(fudZ(Nz?02{wnp~{fXK) zrTzA^{pHe^%G_Od;q%KTIy>3>SYGG)XFI|;iv_t-K*Skod2h3j(g zA!biLaZT}OV)%QAQ`|R+Ic(`sJ;ma)w*-g@P#KZ{ox+LJQK_zdXNz%90%B>x@fMs6 zrz+QE@`8}089oIG3DliZV=&fYD%aTW3h})uPr!FKsI%qjQkTi3zmr*4BtN}tZRJ~t zdHiT{Q61J13_dMb#6HyqH|ZhNW=c zGj)LDY+_c5SjeCpZ7P83BxXU-=zTOWcLJDw3QCldxF(^U>$`8QJt?hCH%(qI4-AXRg^l04nlVfb<&8HLLiT?lq#hVLOP(LQ@c!A0w6U<2^L47MAv&t)V*{N@c z@GL`wFI1qEr{PwQWeO~iKrtslBxnGTrRpZI*JyE@g|zAx+lWz0(4hq+Xh9r}dfqLh zwR$(ORUJ&fbeG~^o>#}*dpPvW5GBr_;oHVR-w0u zpXCxrKeD_@<}{BFP3DM;(R&)xaF2?@;E$Re08gc6+}w$+9|-ttF0~rGlm4l$SY708 zB+H$-R%^6dm$2*&7_GQ(y=l(v9pW+zs2n#E2_VJ8Wa<46 zy0nTCG@8ivY@n20wvU*kA;Tw9b``Gi1E_)4w2$Eucqs9vlyM73RFI;CC<7;%+xF8h zfg(ZMQ&t$7ON&7Yf)3)V-%5(LJ5)u!szf^Eqv9aiu+_9vCPK%ktfk3@H3V|4jy8y} zc||g)tb@P$Dsx1}wXL+uO95IXDo%itOHqW8NU~Xy1VmGtlMyvk)=OAJ3=kXyZ#66v z-vA^Ug506~_BAXj91*GNDC{RH6x_9pS*<|$ZW}5oI|<&piqaEw;!MtC70SsX<&I;$ zN9nGZ0b$bIPD7L*N|c)prFM>k!D>sKDxjcAON&g$DA0Q=D}5=sUx`3w(2CM_dh@3Q z#L?ZQL%vEBA`(N>Z$?9v^Y)iJ*tx0pVX@{Vx;rCMo9#ddQn zNeOLeX)7wokdr=@4y58@ZyZ< zrkjwGqOt)wNg@>xk=MM5-mrIf4_;n9cW}J#KH{8lPzGfv$uKk;n%{9s(}H$Wf?*6R z@|dJtytK5C7M&JCj`9kd0P_gsG_HAG=Zn^cmX6JS%IcT#OFu!%+ zrTlZJ^o=F+CSmCcQIlHCJ@TX>w#kluwUV+5&J)(Rye)&i>xl%6q9X-h~JVQZrY;<(=V7n;)05{*{k*e^$Ic8FAo@zEY z#iGDVFX^BONl^EHvZUcS!49FjjH#0yJ8Z` zr5(ugubul(_I_RmxQ?2aUYyrdCF;Mb{!KpgZMD|(qVbi` zguYU=p-R%W*iwOj3D;WruA{myv3yr4ny$o@au_u`DJiPlOpuZyl(;rX$m4}UrG%)- zJ$Y79c1iKN`kQH#0;R2H0zlM~PSvi&lbON^kzD@(woAcj!a~snocE8V1uFU36XPW! zc@U6JyZMUk@Lvv>ig<>O$}YO(mHIC4MX1*+VTfAqhzT0C_%q>l4{F7@RAGelT$hO~v`|6cmz@ z5Sa)NPNQ`L0z$lnXod2UvgOOENS!n~dxd>R+us~po%i;3*V)j}_9B(ltT*qj6ZFq^ za`=9amk%;uidi*`-6)9w3X$-FN6*r+kMV8+Xw=-|w#+zARIsHeIJ3wBmaCK64gxLS zee1l4X<152h%?f1#e6?RpJT3Dh(YC>Yx{?C9Ilb)Sw1PYx5hBnF#JV5^GopsADo2^ zl#|Gh-VB08H->R-o-WGGrM1urj}p`fGw!OKdm3ql{!sT|Zlz2LttoCc+OgKslZ>M6 zHOgT1bf%hd{Q7l4;u8GF@ zaZSRVC<1*0#Wg!0D>oQx_Z&Ln?;TZjqE2DOD`%#AA}z({uA8Gg-Bl&;;yB|1!v{_57PDgsEWgi?u@4u}|lPymj- zD!qC*BnYXPvfXi%HXKq0a7I!<-<(r-XoV?i=4W}O(~-Yxf|nnKSv=m-lLjOT#HA$L zCtg*##e57om;w}q4^0hW?Zn!oY9TRNE=DnIRvv+<<|;#ZijI*@TPUUCKRe2v1own( zPMB6kTu2YkUFp#QVCBs{3{wvi-ieQ8Jg*9p3VpRnQ2T{+qL3DVWhzPc5nVBBE<-7iLbAh2p=_yliFlM)gIB zceePY&P4!_q7IvqW@^W>*AmsvBG~|kGA=zJO-IMt9~xX|`K4ru^`zxWf(f-&YVfjE zhFX$jmQYXiMG6>L0}QnTV9F!Xab)0!jUXwj%XuF_>#o+Cwa{JEbYv2S9Y^SdKina^d?@l}cG? zp!i1RQ&*R_N>l=)zN4LEaWyIIZt*5^w&6-aY|*Q`K3pd ztElw!buJ zs+rlAC~-~|Lk^S|>{Z+tB1!-m2?JpsA3UVa^>pJY#O$vyr9K&U<%PDAM!qDGAV`>< zs{`13&Z`>4EE1HK-L?-X!H`g(2eZb0>irXC{`31GxZCPxTWKjp`bJ!@{m-9FVI0$b zR`N1jNmKoPM@Y6wOTdcS@avhNDD7D;l5475H7eH*A;1u?%3Rn?q`nerHrc5b(QyhPqJ(3f7$-#8-KK0Y3gv>UpYm^ zeOfp?OHIAB(*0zy!7Wst1j4SIAq_W&GNPlf{F-;H_9(^PA%`vNRge@U5Khs`D)X}| z#c^L{ZDCDaw43V(62-@Q+E3)uJ=`RIX+$PS1e7ayn$RPL*Kceaa_xr%6y-t+U>;TF zc;41qPZZo}>#V8E`QiK;%J&zfmadFkUnuiU&64m=B^S7rvhN!?j0cR#8Xsj=V|bI; zg~n7i>KRkNl4KAHlynmt*P-wGIl^yT8SWiIVk2-rZAHTSE5U5BTYHSlxl1kujP59c zLFja^Iy(J0qn}e^?(EU_UBLqg?E4FQ6>lZ=)wp%mlul%*sb4x|Yz1a}LBd$LmaNhF z$1xh8(Y198#lLb%amY+UQUCxCWmCO}GF3Sw^)&T$lT{OaJ-<&U0mm>m>@Z8G)KpRe zW=HhXT29Dq)b9>lC~~}4_YqUOa=W*~@OykIm8CZ~j(3hFAtoA6USd_22pZ*9y>%Uv z@Y<~S2Eo@E?q0hJxnGMmV58tx<|P3dd-a<8rx|U2!&a|4+Sea~NjLDgzAu&Pb3zf8 z{-OIZ&+F!3dq=|5kU>C~30Q%!jjM`ci0`9>aI1xRefTn0u)pSg-HT`MR~K1 zF!yl#^)})Nlerc7?%mU)qjw5ck((RWL+p$EH5ldv{GY?@Pvv*X5|5kD`AOVu=cheR z^{?#4@fKWXV5Pjan{`TMQ82Qkkd%-&8M6Jym3=3IYR5}|q~*hO{u1_I(VbssHRGe= znhsny(*6?mU(uOGKvY%N2;cl$#CA7FFhZBzE;q`p59y?F&AZmzWsA1@GA!M=;1Umo zXEIKmQbDTbl(dvBznp~y3F-{jov)(wb!Ddci)->ct=5Cv>(5E^7T2c^j_Rh=)9Yxc zN)$oYrD(W7AA;SLZeC0eEVYfoZ@-U}nyh5xPGLB&d_D_e>xdtm zh>vcycWHuLhK_W?$e23oTDh=hadS4eFoBf=^9X`&NJ+BqI0g=0qPEj5Qc>H~=( zK!`9w-fOnGdWS8TO0`&JAzE_-T7~d&8m4_{@&U_QtvZULa^0}WlcZ4-?V+}Ul5`r- z=>t?0kx5bOG)fta%@_JoY5Oe*M#3cf=t&{~6bJ%jQ4%L;6%Eh~T&7uA(qPsC?F(Jo zh#Ti1bgqK=0kxB_gvDU-Uj@^E7*X+UwAOA-h@#+YhhF0sQcs0e*8~U?Dd+9lw+=j1 zl&3-kVz@@w+woR#XYvn^dSvNZ^=qvQ;}w#ci)t;!`OnH!8#=Een06jRMY| z+HNVk4yR;$a!cU#sS1GMieb3;K?&2yQ-qT0L932X(|Jf}pUcTkyr!fd5<%Ldya;s3 z(w{mYC>=d$yyT@}T$OiZc~`VRnO~2>$4yToUD; zls^hQy~iZ~039*TpBUVJu~keBbdJ=xQFd3?_`nw()7LIIwGma_Y)2NxUvUlES=kWr zf>Z%HqyRMlHm^Omu6P=_f`FNhf+`*k)9&B2UQ+S}g1vVGaaa5l%Q&68_-m8iHha_< zpALYHv;fETt6he0-Le)lv=5zU_NQS#4e^bAyw*CKUiiGPqtCv|+eK?>MoF2DD6+PB zg1d2@IbsN(*eelcaU3!A95qdqx!@qSm6Om3+PnK4Jz}&3l#n^e{{UrNVfby8h#ked z0D%+TB%gT`UL>_0+QHF1q+V>{ottoOD|^QHUB)eAd2MLL!fu>dWDMB|P!q~XuSw&$ zyZ6@)D$3QiGpvwS61W`zjRjV=gdpY_XQ%?6ZAD4|15Ikmho_+!nY>?zT@AmCUE&Nf zh60~jf)$ytk(iN}mYWL2e+R2qoZ?(Y@HZ?qW!)`OG*Z@*ksIm|uXm+uJ88x~E8zbC zfF)~9&Lpns8B|h3X&|h~5JW;qks*BG)ULs}d3bLJFA}+9yMGdMyh%BNyOfATgP_!{ zK#jtIo}Zw2WM77TlilvMIowJxiha~uw!b+qidZ?d64c&85&fLM*W_rgl92wC{ur{C zhEif_%bR1~sa;Jr+IzKg9@_lH{wt%@SZ3!3dow;%?jz%6LaVrKz^iZx)~%mLX3wQ) z-J^8ORmvg4B6Xp6hFaq|Mb;61jMmpp7S{k0nb}E@Ku|D2jR*#%-!}Bb`xpo7wG;9AO}!w`+`Bpo?3gG$VfP z$kd>od!(5gkgh3$aW@>U$tV(1_G6_zfuJ1N` zf45pO-fZNdyo#y8y6a2!qW=I@gzA%i6elkZlZ4g5@cj<>yElQ@&`S>^^EIj-6zyYz z@z&Wz)$hdji_uKpcu)vVVne?(EXV~#B*wx->3@w}8$Zsx2m3{z#b2Cm{0GH0ny*h= zLTXF@01Ns)8uzRoj5iuui>XNsrJIExm_;{;D%T6cpTzN7q*~eAqdTsw=#lzKCqM?I zkOro+JX_l*2w=!tSW#X%c$KLc7?d;$Q~{S1Ac7=yLY0;s)&*ZO0i4 zZ7OMyv{_ncsBwFQn9gL%j-fN6Yw5fb>=yfYzVqTA+-OHGQp2wFo>#fGUYEhkui`L+ z>C^V5?i#|_#5+~(MV8!c##wz}x|YwDz ztyR?)k0T@JYgb%7bj7AShh1DRBP`uC}D;YHPMn zA4^r}>Z!++)BKH3Y&Nc2amB;SQVMRGZPY>30Gyin$`7(DD{raZw!OLk06T4e>InT~ zm58_BO7#4HO+&=B(*5TD06d<*+KnZr;`@ak-f#2I`kfE6tEUx%J8Z2|!{8(Ql?kq| z!G|^*bC!HB0B3Wi{*}adO6Xf+%o0ja<7Eo~Zm-S#wc9u=GHmWN0F{D$)#AwUBj{fV zjcT`wa;E}PmY@^xhQvW6l60#a;$YQx6A-K)ERW^eARfBbb5^oy_$u(y3WNg{ddN;d zO;zD&K_YckT?WQTDXk*?k`lBa2~>ln5`g4P(v)C86onHTMKs5O1c*H81kUqI2{Z^! z{OVnIBxyipjcKSLNG1(PASiE5C;^}*gwhHdT#*uE&Vpy4q9Qub8VzWdsue34yaT#c zlciy?fPNOGlfIhrt>eHDMw*JkNlFGD7+ao$oDD*l3*PwvgKh&8bw&%qcdeG z=cQM^#!GCbWD1s})sh;%NH;(fPIIRytaIVS-P~v2IjyURF_$zN#$72x61xgI2S`r5 zsj9PBEM%{Om#1xM=K{OL?=eiQ6L2GGsY@yE6DQKGwzw&gof4=t@&N9D=|b@+1u$lM zQkn@UiiIw&NOqnBbPnrbHLl?@SAj6uBn0i{Oag>=Ubil15*I~C@ zqiw-U?s%@(`mYA zIZ0Sa36NqZS)}6TsgX&yMUECp!);02vWfnvp+|@R0O%I+AIT?ewiGMQlBUt=M}%|! z)-EmG;Y<5K>q=U#+mvS^eibah1vSBz2A-AZKHD&m#|eBjmdIO|2=NkkRbR^F>#%jd?8o_|#((tz`nRhATkgky!+t-&Ka=>v z!2Vl)?j;{LpYpS~+s{vL?EZX03)M+{+*)5#-}^0}6w{A(rkBOSNqt#?skle}k~EW0 zwX1F#XTH3SN!GksaD4gEa2C*QTO@8at?v!t0YNKUWD~3&m5$-7P_FC{PM`pNYpwA8 zux+G;CR8-8X`T8M(a8Hnz;5_gh?&Lkw%2cH@e66j)8T2zIgz>E34#D1kOTu;&J4!z z-X}uEid4POiqVs0z~vDaGNY!4|>B8w{GIu}vkf={T1KytNc7KfzpoBdxD6DJ?9(fDh*oMqSiSpQP>lQ^Nk!Y_zt1DL*T5 zrn+OQ_-nG8zpL+?w$tR6hOXLgQ%PK3E5FFt{1V{?0u@fRYj~x?n^Ff;T%hsaA8?h* z@Vsu-w_ZX*P@F>C<_SqD%#|dkI3yntDwxpkH>0-p$NuVn`-lGk$6Py)_HW~nYFl{6 zRxgQ0QL6s{nZ&i?S`QL^FW!!f))=rsQjJC8oO=b~EIAjLs@6-2%F`_XU3BR=K_EZ| zNhATMG6Ciok81p3k6$LohVbNCEo#iuR_q&_g#eS8I)Vt@S|AVx`Wdv~PRQ~6cNA+I z;mXZ*L(2$g+AV2^OfE=j!djZ0Da|;-53uN7$s99b_l1h|!Dp4e;>?D(*17In4 ze>9n|5A9#tIQYh_A)yY94K>pU`Y%`7-_azq%k0^0zV8;~?oXChT*MKjR=JlnnwNOE zp0xn0GPHwVAko=K(eU94Dc4A?5|b$2vp4}MT72tLOo$bAg5qW|q@MhksBF8G?^d|u zbI!BtP(r-xDx%FU9QsKfDxZpB*mgICTw!>nt9N#HD9Gze*+YL&L4pX>5D0=RD`R$) zC>qjPT!RpFt@Je~rzI#lYbmZ%_Zi72hI6hV{tw(Eejj%SzQiz>mzTOmVEYZkPlaAH zARX7CJp@$;{{Uvg{{Z)&{{Xgs{I%VieI#gU)V?+*zQaT9=h_{-Iw84jd(>qA068Z9 zrxd(5Yd3u#&3_}7@b_Rm6JwEhlJN{(&g3D)y7zR^UXrwi;X`8psXznF>s?n1!)$Qd zHtewLJ9|4;=OZjOme83bm`H#ml6|z}YXoUdwh8B64~h8Kh<=T>+{p})m#EOYl? z2z?D_iOZQlOmp77O*lEpMm)2`j2@<64* z#*Q=H<@h5Fvoks5XP+;h9?HkGVN+hO+6k%nmb;JdKc)|7?M9?^JYR6v?=|^h{Y?b? z7&7Wf%9W*NIRKzdca98jId6LGl9jlZ5vJ)QdgAG__(u%2c77>!LWDJZHQvFw)YA~ ze&J;2k2nTBwO0QC5Mh|^7V2ytoQqCvME?NgQ#ES_j&WEeVJbpg5F)fGBfHd-(z94* ziW4TU@}BQ{y*KRBA{YTF#EMoJ}I_QNGob-UP}7x){c-pKTNQM1ld|SgoVQ9pZsJ_Z5M>3K)f(fT(4-Y?wNq z5Uu^m0ryCdO3&%4Tp76A$sOe-CqX`Dq2D-_Gcl*7KK_lUkvejyZa6*+m^#MCl}4gg zgpplvp}dpjSnJmE-@H`@O!^Agx#CKRPl_~($zP>uyH;Ri>!_^~Re)0J;H`Xs{2&OO zCZw$(1d>5D1?l)ow4HXTL>!4HN_5`_mtt;6BuS?lDek1`e5sp}36N%v*(FVqPo+MT z1fL3;`N1Z%JPHtPZ%m}C;Ryir@YZSw8VbL!~-v&uZrkHn8JLNmGF?p;MP{5GJ~B7-hM`60{^PUQ3De zBC09$)sY;wFAX5!*2Oy(Q6Aw!m0%*q+z}AcboNlMI$WNNct;-Xdyd=1?3KfBDNdX^ z{dsaQgani+NfKgJrjku^XBMRyHEqWPjy1<){{Y0UKUk`zB-gFhf+ z-Le*^6afb{PG&o)fi&X)cS{8$RGw4Hj64FQX5TtxrfJKNkm(4Vys58cG=>jtY`Yx0 za^H?^*=;B(x@E?ePT&OR)6P&mlUUPJFdMe)G2090lC?K&a@(s25~32IOiw*4yTi91 zcHQY~e(aO^UVew6;XALoZ?tv)0Cq{gh3Dui9<*-59KW$;OH+2&E;NF(Dj_N$Omot$ zI438=9L*YlAk~L#c8*(d&BM!53T~Ng)Il-;PECB}2iX-x!&g1VAOyfxf~Umx-*??= z=&#w6Un|GZJXdS?P4>2jXvwdYP(8Ju$1c0J%ZgM9%M-n4Do8K6Ux-}*qLJynMqyyA0Z`PXyy09B4xm)aCgo## z=c_8sHWlGo2(2q>F$QZrgd@a($X10r*3rty;>Z}gS&=YivY3NK0Z}tso2K(LNgS&) ze%4^28=B8jC8uU(E;@sxn5)bi5h{eJkgcH9e}aQCO%{~W^9?nqjGRHEQrpW`%GQ>p zTonQp6<>zEnIkb3YJ~&Nw_ec+(P3!nvL`XrZ&TZNM)6fGtS4Ei2z$<`Efx;D1A45w zSXzlRE+2&N_tXb&AQ`EW8+1X$m7<3#=H01YD%XLryM(S4@MWPQ0i4Mo@9SIaN&f)J zsPc}r$GdR9ZLR~p1d`*6OL636Rw_B8In8vl&8pV0S@C$E{15 z&Q{$({WYEJ`sr=qrrjA-7IN$D5%<--ZHExSt%_GchaYf zE0=}9UuW{jSbO_Mv1 zeO0dF3Qr?MK|9eI0$@j#Hm3+MIhtG`3H1;Nn5=&k1tRY+(nfv!>Mv+qb#;SYBMiYq zA>-nG_YjvO`Y8lyT=x*-JYNxgPhCFIQ4m5}2_JPtmr@Q*4kGFJZJ;3K4m6#0Sd;G? z_D91Iq`Mih5lTub?KWx~17wt>ba%IaG>j6YHX1~vBvg=)#?c)LN=pcs-*>KK_ zZ~s2`p6kA@>pVYar+{m-oi)k#vp0bfG3Bod!`-v(I+aUY-jIv9iW(O-SFbi;dWMq4 z9^DW4%u+e()grY=Kslzwn*vdO99#jcZtz>9a$^+cDhazNQhS{B*6$(mCEq%7$c=q%?Vc%rgiR99^JwjH6^9w$>xHFxp%8vdQt z&@fTn3*)UX#gVd(DK<#6B00toSu|43%?gh4_|dLTOz~5ybSN`X9k7#$KVf?P#&K7g z60OOkcP>#Z_ER4Fo-OhcZ-7?BiMPJFn*X04Bhgdl{Een2iw%5? zV?Tk3K$bxui#UR0lBTk%oCK~{&r<5LO5PYYBWksh{P2#GI&-`HM=+EqHXQ|;8qQ#a zFvy>D0}q?DqdrUMkWmVtaTJuS+u2<6{>ityff}R&h#T%|jUF$6#h;TvmiZ0PN7n>F zLXMSe zQs6DnSZaav{+G7HwqBWtiE-{{x|-M{Ya)b1R$Z-j)_r z^pgKvivT2K_r@PJkACQiHxJqmZ0#+-*tIGn-41_V&glzFf^&V&EE6Ohunq8O~uf+!Nc!vp4N84^G;tj-G}Lfucp<3 z8i$4wHgT z@y8;v@HrIV@WRk}euavTHm!c>c;@ybDzE%@P24MFzie^b=zPlv6H}?%j~te)I!3Fn zBqN?)Kw5UgHIc_Gb>t)8n*2jzJ+q5+RXp5X@N2b``f(e(UlLe|*i;$wF>`7rqZrW_ zy+aK7si|#^(hs78!%G`vO#}vd51g}Yp1>k@4+`fmo618Q84a4x=ox7#jj|PzUib4j zO0CwEM9w$JOjVYvi@Ei^mm0H5q=qg5hej63rC_7G+>+`R2*tYp05mjA#+&HIzC1VA z5q^l#zcH3>pY&g@Y*ma#%Wr>$Dy1sdx3UinIJGkb*8&Gmr3hLHv2CEJgPJ;*F;rE+ z?k{vy@FvpBYmoW*X(RTnWDR+4lS7ejD_sCSM#!hCdnoi64dmjp;_;T#G&(CX0NQWxX&)XiUO^A* z={x8vXXfL`~w= z!g#=#yw*eO`yrbX3v#jSIcHyL3#D@Tur=FxQV~`;1Nl4#-PF7J@>N}n+pnA7PgZ2Z zy2#sF@}?8^`OuMDn7kGNuudv@O;3P0vs5$rU`aKFw$+z;Rk+c z4`>ZWC~I7&roENxp9M><3u^DX|DteP_mlr!FoxhVaYL8(wU^m)Z0U-)^@syt6NJmF zAw{KG5~1*~i!&lsRI6HfPVc*OPh8OU#YoUR>CM-t1cA;Fys^OJ=munTX7BxWmX5=O z^jok@uSb=CHMeFP2ZC{ejuf?IQXTks0?C8c*Y2Ow0ObwaE&wmkbjy(JDd#r3;yuG< zHGh?{Vo+`2gt|D)OsDvX_>TU(J;&eUWu%}NN8w+rrNB4vwNz{Lm>{Oe%ni%ua*t z0D(p6F?Vl8t^6-T<4icnd91(Z38$A);7Wy0>qwGFpGx$W*sQIl*P`xpZ46wQiX z>a^Vvwl^ULK4%B!nGEP<2Vl^Ny^SXff;3bEk(KV?w-dFZOCz_R9?Q79&tTy^oUPR` z*e7jUAzkm~?fjQ#Pw#Mhs;_44^fFQ^>`q5}8gAcbkT4JV4d*niLj|3$w0E*qQM~DV zONX_TI5)!S{M5Oa9rsqbijY#@OZcPS_|A=guz>$UZ*e%Y@q4oR-m1w5{6t@EG?!KM zB)2U~g2h&fZapIDBh8XtS>@|q(+`Uj6o&y#5FSE~`g3#Bj!sVlyx}eiEdp|*R@-M+ zvJJy(F~E3ci5?@1hhnLl@ahcC4;(#RQ39S`s}U4Dc=)>5ly1OtiG2-$U#7uqK9yRm zejh@ujp~hHg;!`bk@*e+#wVv@ArUeJ1aqre=9tvo|5ZFR{OY&6($Jtw&clvsg&+r0 z_k}tOBg4m^D*h@wh!pR_db!1H;ArlMtwjfla1;SQSv-m_Ox=TFqQ8*wUZIq zAd}R$)9?1H^Nxyk4=u)m%sA7AzyD6?!htKRllLp?D`J+{YS}r6mtx9pp%v}XxNN95 zy<;s;Wh5l*ON)M5cv0FtpduLhL?>N?|EK8(^Xs5*W18kg4SOw@dFNGTJj-i_u5-@Y zy3{>ydLDTs!(;=v=1WV9$Yd6(+mrATS%nIcvRd{+Pmdj&lz!z+uk6{ZgwCejWo*fW zzvxJ~z=6qm6@N5}zIOf+C~@b(+uTi8X8k}R`^tBKeG5@rYx=GOcqp2-w?PvgBk-xa zU4$Z(4W*n=Sbd+R->8{H-Nl(J=TdN~joA+u?}IFi`wL3S<2S{u90^>Kh|d#&1t7Drobbt0C-AHz--u3P|}4`;0yi% zMYoA5z9qkHgkEr-=;H%_luSUo5&l|pv}{tOmEQLq0*A!olYS)FdL75 z>OUMiFTSfdh4Y(B9eDh6=A4bvs@l1egL}Idv%Jd;44~i_M%ImS)o<;0Ozk;QX|aGz zrrdH>=D6>+wdUbQaq4X?MU`6u+(jmy5)&P{zs2)r;d6rT4r28wK<n7R zJ{s37dTxjHU2AOXpShW`$h*A~w@8h+9SCGJ4Nh zp$503huEdbWJl>(r95eVJMNz&3JT99H*r&NDL&8%{v(Qd^P9LPeK)|8^R>J2BruEm zdY-mlYxhYu5k~+9{RDTi#x961UUK5B^H>OZj7W;Z3%k#&TCkVqV&}^pULM~A{qGA<^^`-kQF^L z*4(u%H{A90=l|7HN3`#cB>276nPgSrW)yN&ju=8DOaf(dWi*n@$v@3hXaLYXB2M?2 zoGVF8nwat!U~+_9W=U=gmKnuGyakfFsp^tLSE^UVNe*G*Ls2;0kkT>dCl=Lfp`MKi z#aTYe^aZbPivLGyBty9VSm&qSIW(aEH#?L}n?E;^^ z3U}PC>bKxwc-+s^e?2=PhgAUM($l?blwC)S=!?gqE~<<%VJ0T=)vaZHoEbDdK_d+Q zPi086K0D?Eb>b_KOls}SU)2)brCAs%7%6MJI;qVBJ)S*NYua4Rs?Mi3Wl$KGtL~2f zc$wqI#ycp?Fc4SpeEU{RK`g)0$P`a|{Qj@VO{Uq5-w%I3)O|vW41@h!9I%}_pDsVM zR=UY}di5f%Cb5on#rW!7QuOa8%RAm2p2OC8TO*Q`-mPHMx6Mt7!k8@b^qCSg6V<|Jzcfq=YPo#vz5l z5cOf!H!ccY2k)-66_K7~QB7J9b1%p5p$A?+?=}vmPOr)C zm~VOHekrP>v!`1Xm42a*c%TlMUCT8(ZOOweS80DqXT?LE2224T57B1#JgpDCzJ(W2 zYkdiS-|)q=_{rywGSu6)?KC7XaD=P=NFeW0!Y8*DBfWaeVE@z}$Rrs1Pwge$L{{Q%F?xJ#8GSat|o- z#TaA7c;0+m-qWZV|2vCe#5>FMBoeierBiLWFcgz3M3+)HaLsakV~sHzjHC+5#@qRz z+Xt5DuGu$nM2tA2h$5K0PMJkcfI&!1+M)Tq4kuOMGuZ(Tv@hF?qy;Q$OG?BdCo5o_ znG3dIFEHsVEwe+_Rlse%@x-#t`-8{W$M0fAvoH{BGb;!1vhMr3!uIp%cZSiS5*YWN z(_39OFV}O|R|0PCFNY-6+_bh=mw8*f^V_-qay_T{YWJ|Apt;N@*aky%RFc;giBdkF zL*ez>+K&RSkqp3~my8|j``k*#OatxZvOWHVgLS5a(@Hs{m5$UGOnLjKcTBxsduw0HYRlOw%h zTJTF3R{*FEnCbMS%F@Ip#<2dA9pm<_#+-nX(*1o`rI)t$sI(O&fL3dU|<1idn6PQPj zPFeoQJ)~GeY^!SB`dpI5!2bb69$o@9dtAz;q!XjdD}HItGwe;R5{l{;GBQqrTBR)7pa=3>h=Djx!4lHsF~+SaKl+t%j1|0)ZSSna z4mtlFG3!4E)n{8zTfJ-GB^QbMvH`oM*F=apbS}PN>UD`{wLz}ej$%%GJcFU>=jHSY ztu|#sx42D{jEZ*G6Ec-z#;F!RY-)ig*Ucn|%E?c{hE zki_P0(3-1x1pi=TTKm2Iz^emlN7EN89RR68?d}gV-`JC=& zK79M%D^uHbfbwE(L2JgtQ69ytdxU3QnoGc8_f?RGR!&d4_T=Ua!!eJv@^cozUQtDVORj<*h~kvszo?J^pi$Ll)L z<1{u;YnX7clvylc`-Z(+#_-35>lgjvAl?SXA>c^~M=pe}*-y!@j6v1-&h=f}p;iq2qq(X2B;3%njy1A4LjI>Qk!1Q)Rnc<) zD6n^F_Goqoc3ylL{pZ~MZixY{M?=6zuH5mHrk8Y0(%ajU)Hbc|@!K5pJ)YH5+vn_g zF{xAIXo51fworH=>``ap5NlsDRx1k45A2@}r&sQ#B1z;4i ztcQ4mC;Y=)2~->=u75VRmHU2F_S#WU!Ront>^#2v8`O*?dhE|W<9A3tV}*h}<$47l zbT>)*2GoX}Ft7wqGC~km1{ByY&4>>1>SRzNXrIW8{2|;gt$oe8DjZ zN3I2I!jwSscaAv)SBk;Bo6TG{_wWg9rt>@!O2?`SNa)>FqfTIOVX;8tNKn*8w%sV=|-s z#lLKVim0k^8I}+gX}o`Yp0)lup~24VbK=|#?OS;E_GAwAgUYtQ7mEJ@~fl zfrYz|PUMDHi4L|kVRI%+gX7wbzS52l#-0@2n~iG2>RL+&01)?zHhb4ugZ7EJk;{u11I`bAV?4eoCTZF_NGIcId$ zy)OcqBZt451lIouRF2NMgayIu_?36K*9}j4+uK8*g&-vD&lZZR+J#Px8-XUF0_23QcoovjLJgoQ< z`6I5=LVF(p;@rjbD)(=S43-rVK^QBQjnHokgBE8F4XE?xORx%)R@zVCjEG;Hff?72 zS)af7Q6GJ8!9mH=AFG58-GMqW|GIb`Q~Q2}c?}vM5|S!LDgY?!P8N5bE5buy^#S=0 z?Pb#=gq}-*CSs4}4?Y@w0lLD0yb#it*_A6aapXumU6!W6L#!a;Rvl8eNTwpC&QMwx zMiVGb$)w)4(#lv%bA?RIt4(|VlfWx`EBT_biSv!J4^z*pTELL7gqy5JB|Mu?IKSA} zPE>5&XbrKC&mIyX+aobl%H~M~J!mvQv7K0x;P4R@s1q{&i!$rrd5fc9MeN|*FY|q6E`hw zYVIx^-?hRS^%qx2#5iZz;9Uh}OwFBO5$S&C@*cIEIWCA{%3QCJ{5n08c0tgQB1-{U zh@@D{Ot081Ws$;6<7iTZD1mhZDoDtj-45hp$x;BJ-XXi4uGk077dXQ6J@X(K6Q~7% z1r#T2Y=Tad008vj#An({$!Ab;p+me9t^Dc(f9lpBF1Z4vBxXvLW1A!;p#($KQnAR} z_&WnMps*)#qiVcy%%DFu!~X&Pw9Qm)P47j~{_}SD;aXu6@#cx!*2N+xm@Ms8^E-|Q zzlP8voCdiySm>7M4Zv#1>L!ctUC1ycCG&ZL z^4TNiJ;7E=c^RG>@e6l&kb_7}5W*&UE2v`3p1g`NhDlz(g{k7zgXrI`?{Tp*202;x z$~+l-(kWylZ-ciee*h15Kq>N{$2no-E|3>z6QiO}2xWj5P^FwUTET&K(M(4b+`Pq|`*RL!5i)AQk}E8guL zD$mUI(2Mh73hVdxw@V%9ci6KSHbmoMc1UNw!I+d?)O-91;$3C*hQl1YlW#-@aEv+h zjt4L<(|^pauE{>T4eWFx!+xYpjtmhQ3E?X9>L)ajiTEeCLf&~bp~uU4?eDE#dfa=d zZ)t3|BhzJ;QB(EjHqqemWb16$xcYy?E*!e;P}}^|e}JcV;-??>|5kJ25liMb%;dl@ zw32mK$wnZHRm`C+iLJNdg`8XdHhsSmj1KlpwhQsa9Or}&x6yJ<#gVA^aTUMXDzP3< zQ=@w1+qr5Ubik4$EAFDnSn*QKzh%wS)~J^!QvLr$K3%`%?_N4E+o8Yr;ppG(r{~Uf zSN%kBwUzv8QC3?bXl~~WD*TQ(rr*mT;AF zQ6`DTa;khvGUH8A`Kgtsz{eOWNR=h7F~?*)2XahINZ>q+6qcO-~EOy+V23b2CpC`48Zc)rVl z$pTHp^*qfY^VWCY+cmK;0QPOt0u}k#`EdCio&QRr7rf7H^CJz_jp@I4{eUbk{0ErL z{5AOx`R6q=laC^;XI#6kZ`7P`Y;f3oyfhx_96r&*tkAQw7O1%J5+wcv1&?ysw=&uv zI38HL3r{N*>Mb>#>bNjHbRVxb?ztZv{dRu+K;7CkkQi$n+o$jJ7yuDakZK{-nHZ7} z_2aQ(5YMNyo)mPi#Ehl~RHVox{`ypb`J}Ab4XuEg?}E%~5?4>X!c)$amNPM9pn(Qh zzc*OvGh{NK%Oba9F8IA#@xSdkJ8@Ss*%cHDcK3EhB(|gD(WB`_>qE+m)DW@T=se=r z9Wnkue&VOuYkG^50X7FHtJM83RwlS-lB4uvm0$~kGiwbbHDT;MmFK?qt!}!y$Fp19 zV>!yjS|7=p}m9`)UyJt9&M=?B4)2ipAgD`j1l3-t1eA?EH1ZIB?$r8ZBpWvP$l`QEzUjH;1>g^s$RZ>)>h0V?mWV` z>Yyca_&V_gae)GoG5e^4Wlh$FZ3=^dRfF-vLCi>M8(ozN`0=DMtG$*>S{e3!`L zLZcwniSBq!LH^TJQ#MdeTlNj~QX$AtXnBNtyt4eFmPmeT9MUvFYN|*55;7S45HD=_SW=@}| zafc5sB{>NWf8T2l-701M%Mk4u#+{@THhrtZ>6xOXCtc-z7tzSaNS`b61#aib*VJ0v za19!0S{2@{sc8T}nsZY;6rjS>+M%ToD;CnAhazD%AV%2i8}E$?M|&cz4T4nw$<@|A zBo(Atoy5zuN}|uf*AMcnj%~H#=l54=&5*s}Zp_B6U-deTOqk_AzPfkEOF3*_6m(9l z_MV&UT}QQ5-!{6z#sM?+Ik=+7oR!Qz`|t#(Iy$Xt>$~`UZwZ02G>O5>Oo}=dGF#c7 zk@d=yv(9%lwX4lGi&J>!hnn9VWYGN(Lx%;NE0i=JjUYQdUX3PtTMNHVlUlU2OqE@k z3Q@`Y)4={=33GM}R!y0#(xCkk8>~h}%a(75$Ke@b z6vo_6FwF<`PS#;cg_|6^GzFg*@F3S2%?ooDcDrW^=L}sXOT&y=rsP(=6rvNobSoqACq3a=$M_96oZ^- zJx6Si2nBt$TItt?kcF<9+sqCHTS9;OVu${XPehBwztbPN*CVpKKSnH5&ieItz8v#C zZF|$!tzrGTAEuH{T^31O&1=Ew_(RU>I{wUNx2?_kF4d&U!qv*Iks_8XKX9Y_#l?qf z`fD!UI}7yh_6tzIs#^I(w!<4wI{w~XG&21UV9;GKPd$d~e}rP5i#L`(_;g|PBCq8z z{-Xa}C??b~>(E6V5_P;C_U@^#cr?p{1*!i4f`7;Re?(L6A^wTmF33iY=5Y2QVqguF zcVYmrGE9T3X1F{BR73u* zD;S)e>m?!;pt}(ta1DY?Wb1h+t@EEH-1E%P=vQZmTv2>Y40YV;1Q< zF{N*`JrlZMP$;3S=e^H_-nw{C2NU@dH-@Nf?Kms?yZZ52LR(M$KsvJx6HV|2_mrTp zl|1~iJ?~2Hh3X*lseqX`>-L265Ny(`h7i5WH7B;Rh^+^4d}`zKDTN#2tgJ-|rpdoiw)IPFLN6UyxO{T~?d5 zYMkjZH!C+nDwV82bvm;!*^sT!&^Nqb0VzF_+Nmx?>8;;xvc41)UJskB?0Z^E>e$pr zCtz~>8Y|*8iau)T3htq$7XIhO`Lq3SL8A~2P?;e5k}x{C=pDzjY@(?zK_URlZPyOf z_54c2L(h@1A_s5!d*7URRwy33P?NL%EXGaXAxMM@~CIvJJGjq5|`|aAQP^#``qJYF}7}*05#kVUp)Ou^dj*I}^JBrzSznb&U6;6c; zd1^`JQ}ejt!*Q;nYjpO-ADBPpDOXp69pn4tapa>bDPU`JQ_ilL7PQe*c<5W5Q{>9S;55rj{WWnhj03X_4tN7r&6V#Q32Tif3#K=W6>Tz;iE>|Y`dZ?})4n&icO ztfHA)9)rpU+iO_=?+#7-_qXbV zPo~t$73waUM0Go!eCicxGK~Ph@z`48H6K8!wPa96i(wYz=s1x(=6Y8kDEj@BL$H*3 z#D`4^v&m`{p8oY%A6@L@$)#oaaj3pwXQd?#l;$!9JVABKdF)fmsyK`c2K_tlv%>yy zAKtiGEu)=3Ap(e+H7SxYkk94nznUv6&Mq%@WoDeKEuG$khR(cjF7|Z-gUa5PudSuM zQ!T@kH-GMAk0AwCy7jFlva+Nzg=Qm8PBg5lOCald5l1i+c?JxJE;DiGFg@3+lke+$*)ucwcxW=(8lsuS3$97!vsb zGwdsJp}Vl`dfAl&%1WerG68HGx?_1_rX33x_94nZlY24wXEvrfuE^k6{j^&Sr@Nh& zt{4_5B)M$XYM*U-W38SUbU_Meni6<=!j|;h6OOqAkOq{eF$U35NVQ?3e8y#VF%OOF z);W!zIli5~>stZL8aVz+_4)AR+D<2*wrs(6P9Y5Y zlQhR3cO<=L;{FIsQ7bpon+lG#lwLhD zamci*)3bjn1?)$p{Hc6u3>mSEC%t9n$>FA&9iG_B&{h`OoE~Fu$d(n8d*6*{`1f0N z@>2*;wCV9`K}0&5zSLF_d1CD$h%n(wwGEgFItNg&f z7tK}}dVh$t@!`F$F7TnrDL2N;{{7%^(SKRY+uGfT%GXrcKO~+DG8fPb48m_qazK=b z)*TEf>~!{zgN=y>{;mhFGedS+BCJzi_MUKO%BgY<+17qR7Kw$GMf>f37{esbO`^(k)c6sX zSvr>AR#-NxNd{Cwz!u_iTyo{~Xph8y9a=xUx%uvIR4n{8)w;s? z!Ywj$HQF@Qm@_Z#XYzW^Hq7euPfz4`_Mg2vI;0hoTxMI&LoCHMLEBL2n|`edOfOzT zKlq~8Wmg+qBUg{{!+9;Bcti-%6jLC*+Ua{fohE|UYHRBG5|qfWf5rIaqi99H)Y}}pOxk>h=g`b-+*H`Wij2ox{ zVyG?G*I;Vjh8kk}U{ROjhqPL)oQR>YSvn`EnZc{0#!ip*vZ|CW-y?6DHvN!)d};lL z)v8xX`v|fjGB5jAC92iN`T2}{1@sm|Rn|&7MF>v|)`b$xSRU>p1Sa^HE_v60$?S18 z1QnReRavq6Y`Fha#Ad9v=S`r_KwcSqt~;SLvla4oXHuF8k5~CLGq(R0?rwlOSVobW z&eRFaU5CU#<_B3M-eQ1Su{6+ZZe4}I#M&CU`%*!q4bqJ#7>};cy3|~T3Nrde_Y=^K z6J+|Q0tbe7HMzN%_uNW6x}kwaOu>~BF9McjrjlU`iCkQ-zMRm=?+a>)R#gXymKjfE zt{OJb+JCB!MYq6+iKiOehen{HnbfCeqJ>UEk99tY$aN)Gf^9ti{qkcGaxt}_;76qC zaCww7*0TIwejJkU6NR>k}PG zg)yIei@E+OeRc+wXze`t4^UWNi7{!$9zbw@qlj7SwXq+#n4^}-ko46M{000*==PVK=w0eP zb&0oIO74bf`<$9fru?*zM?V~|*hx`-a0P(qgx4)4Z)=(R#?E)qI z#mmlhMZwlUg4jv@kd(#myb2id=lcZ*-ocj~eWvLRaP1VT-iacFaCr(B@#5}mrr-TR zhPIRKbHe=+y#5-aDfK<+95J=Wge|rv#j(8BM5VwpnkzbD$&ZJeJ*FJ6G!~~c#<+IO zNo!LB;ho73x+TmLmu^sOX{`!Pd;0+u$9>IysFplLu7x6ey3`Ow^H+@c(;E4GsH3t1LF=d zUE}c4p$|xt)qf@ZWxuM{4y{KjRQEhNoBNOzMzrtcDx|f1^DAxbPbBBX&HWCB5j5%- zn5ybi>Lx~nYqIOQ8AB7Td%SLJTmha6T?1!HrCK8G2g=e9ocx{F0N$v^7bcE%5Y&?j zyn|7fN^+N`4X*qgm=kpncn_#~_L1t5aM*x_{Vp|$JC@#UA?hG6&2)M)S*tm`pszp>ei*LnovTkuA+-u+QlSno$*Os}LuMCwF?xUZK_? zIk5V}-8jEV9uh-8L6e1|I(FCi>Uj>cPg_j4&`GmfqHbzLK`6&AS~Lb$Y-6w2wyD1V z_$N@OO|h!^vKY1FDnG0&8z+WQM41XioS>mAaWEhumEB=3GROWa=T?tKCtCV=If;OW zVIFGl61qi6&)(P#d&R)Zaq+FO&G-IrzQEjQGluHQIE3WIP~xRQx%Ur_8rtC_15#*e zAx-G)DKRcCU$04$wx!K^NN;7G6LG6r!Z2YiovCklzVw6D9ovoq>d6a-x`v)-_Md1q zgb4|?W$t;d+>3Y>OQKc|%_IA{ml$tChIyT`YgmQ;D3ZTw6+_wXotPl9kY6EgG4@Wr z^nmR6M_rd!I)l+Fy76&asC)ZAx|{gSGk53Xh35~~O|Hg-w6cs5RG6>k`4X;vd4(^D zT`bKliS0+yjDvI)+FR2?lWTRG@*|M#u6&L}CO@aykm8FUJQXTOp0k|7#cx}&40><# z#&DU8zYq1(ws917)DRTPfTYhsTDrt;NdADe#E(*_$t_6fhn@Jivi3=>m`-v1h&4YM z-JS?s;1|N50Z;_Xz|0%|9VmN*T!NC;S*KWMqg`cPzNNdRzL!JAiayU&QBPEq8I{Ks z{rPM#il@*h7Z0VRQz{_Ui!s!L;k^QDD_v{i9J~Z!Y2|!v1=jHeGPU(0s)nE<`G98q zPV@-DUtF^|TG|ODX-EnCy=cg?xo+We8icNq*iOjmTBzs zzap{_{hs506~)K)LY15d)PD89;h3To5qJ^$IX%M4E?tB9Eb)Kx0}={oZbd_eEIc~n z(Mo$+8vkGW`X&LRANyvE(-J3wQhHx8816*pR3M_T>}{DRi49ARF(e=%M~mAN9x4bn zd4^1=5P~Tz_NZ^~+AZ9YG7#)}T1>G>UoUEKBB8pxNvC*xe#hH~bnseqyZ23ORDMY)iTE7i`dH)*F>B%6_YAH;|Olp^uHdX9i zc3r>%6q(mWbIk*m7J*QgnijxohF}E@6{yK4b{3*py^#6lJO;)l_&heCl(RIix0wwGT;+f%?+GTq_tFKS)j( zl`qJ}x7-WKO!4%I`u&FfCcn=BM9gIfBct1vlmL84Z{~g)_rbBwyF2D{hD04YyrW?@ zKBu2)T1>*0wkN5M?L^t_$KlBN39g>GQCusx`9)yw_Ntkbv`PF@>$ura<3Em^hhLeQ zU&6}M#I1KSHq~Mw7E(3hoF>&}fi6;wOU`EvISC?8%EY{NjJaN(+Y0;ZN8)GUzU~>@ z$Lv}8>z$~%K!L2TbmrdB1>z1#)zYv1Z6ZL(Nh^9DXMf|;*GUIq*a_5X{j=FMZ>hv4 zzRi1{g}Oa`GDgDJZ;Z5Rc}Ccu1>cNshcqRA7_}S63XsNNH8iMP(%n@b$8l@BQ853k zXSBwQ(CM4?EqekF&@oRoAl6MywSWlH5m|#oZnW`R@pII6Le2BLS4#R#ch|?V+Qfe_ z*1+d1h0mpG;~vx1{c&3h7KlkG*~-ZyscC)DrtdsQUg~a^r_YoAkB~YGf^;XycK!#!L!v;9~@&#?Ww)ke0f^V~9Kg znznPgHVgSBQPU=UPrC=5@T3CSqx#UNNP*m=2He;X8%?OP-w;KeOa;qWgzI-P+i$7b zsVE&V->>3n(B9Df7DhnI{Xm*UOro#0CE~JJB7@DrZOF-EQPCnS2Ff@xy(Xv_0MNI;og>`_S0`;lc^$~e|<7IuN zLX-W6m_+58nvN{Mp*|V*Q6sbnU!ANW-xe#!^5{92&83Nc82nwJe7!O+Es)n$J959= zb$F}PkcaG{_rF`_$)kfDoHVCij|^AHi@-YZ{KWOnR8KIi)!It;?(-T|pmBmk_DhBT z08|k+i`2)M>1}Ck_MmBuv&0w)hMM{KCG3@ygTdW>#=>f0l-`dGQKkQwZg^xqc3b#@e zajlOqN{_sDeNsiQap_MgpppKm#^p;xz_dba(I4^5R{hw<1LOQdqFR$g@?$`jyq{u zCF$>?j%A&HxuSAdqcXX31W05STki8!?U4>e`;5m}l1nl)V@Y&!S(`sk$S8Kw^t#f* zc|V0gsS5Cprp#}Ok7t9qmDW&CXewby`!U_OWXe1fJj+9f3-qDNUA2A0 zivW2R`oZI=d@Nr;5g%IE5S)H@Az&kix=J>l}*2GTi&UUjYg$h^x7I9%u9)fc<~PqH-&9&zb6M!`I`=`c`<=6`?%NPVi>1Eob=G0uN%n4myt zQ)5kxcoP0oqkN1!zQBLR)P~i$VH{@}TPR@)%cS1u5d+%My>eSkSIonazvoV_M4`n^ zzgui^xIOCB_7v+G6NtOlJaZn?DBNtayqi`B;N*L5=DHRtzh4vU5_3PO z@77$_V}oKhLB>~=5@54E30)5_7`@V0f(mgO`8|#%9vZ3<58=Zy{wNn40)=wmK0BTd zHHhUy5+a@ zMJ8XbWmDUF5?^~AT&6yaUeCR$-EB|$(;Ms7qE4-`qEptw<_8b< z0>>5Ad0DyTjAlk1)U_uag_DG=(q8QKH+su10Vs^G+k52jenGgj$4%>#<+8DNv65M1T8INB| ze!rR82P)UNUFl|d^y1W@u5;k_5&2q8)-S7nq(UCJC^gf!u?;oN*3ux7p~&%TUH`)o zMOsJ-MQfEX^iaF2)c9KiTTV3Qay6<2S?FkjfKwUk9X zUu$U%v6dyUm`A=^AX0bkkma;77}Zq0tYLBzecKj}y4Y%A-rmlrt=t$w7pJ1s|uGY_9 zf{(G?tI0+Qyl?zp(x2ogWCR{Xee^XMlo%jEnSZz9NzBTj57=jT2yF@|-7<%#d(KRh zV{?q**!U>j?~3Gyh&!*JeH0>}Pj9w4gOKMcL>^7{eyR&>v$8w{WLMO4iw$*vFsKYi zi91bJmfe0NV~|`f7akpzQWB`xf@@puYqP)46_SIH6D`zu97a z^>X_v6fZdFwn?8|S9;Z>9<)O%M3F@wkVRFC^3^Q`$!XyWh|kH?>yh{^Q(TZ zm;dI@>vKNubIyIAd+zJr^SSqa8kp~{4S9tRhNFA*2>Di#ZP+w)fl6Sz?6X+rf;}oV ziPMY+VNUMru*c%VHB3q^hX_i){#+dA9dhw|-#aT$a6eYADDaM%u*2G9mx@S%o;Ril zrZW0%dN;WBD+T$fC(>G-c%RA{pslj@c_;>EccW5=*>Ezix%*RQaHxXyMbh-tT&^+k z7^-r9JIna8imA#UV=7FUWot(7D}D7?OhuK1a{-G_wY&w!%&x?;@TADrDq}`m-mW`R zow_eYfB8Fl0{M{skKd7vtHmSnABvnBP67uyBBKWsiH8{IzJSdpHNG%}hq20~7MQO< zymjmN&Hz$p02!~ykr;x2o?{V|)ceSs?k7&uaYRAK#W2`%dZgS>O`qm(v z^Hv+-@Ix4xFS?YXArRR}-W#Zrey90B!ZX=2A?*&Lx^Em-pDa5gM%nY4!HmvUmgoNZ zqqrF!Qt}Y_AC{DO^UIxG*bWAzG7jy7k2Z5Wp%qcn)#;ryZlVP(ae_NE%d6y%P~?9_YrT$DtZ+V!*j3Y*~8vZmEH7M;UE0_SetnobI*ih zqaecp_*4*-Cx*hVOc1tX;q7jCi(5=sI3zJwOz*<9ptc@Es4)x$0HxU7j06LR^fpg8Ozz0zSnglQ1H@w{pZYvq|=;tx3p|#A*yNFx7 zGIDnP^2yl^2^FGE`YD{)YDn;bu}T8oOPf-{0GfV+{>$8mc zBUBI}#ksR;JAKqz$8o|dy%=-Q;+--?-M@hig6O}5$E!r^6AQW5*AOePi0<^ zo@2~U)B1!!kO)IrKSFLqVj6RU5(JCzj+UKx;3bk(lSF(xbmIMS&@-u7ZZOmskX#Y2}vmwhB%-*&#dx)fxu|Ndr|=y99J#F}Yq@P+cZI zPYjhTN*?hl+{F9}RoV4vgQ6@)FE!2LAxl~$yaj+Fr-~DG`D9-sYEI_hWHHpD<3fT$ zE|5=ja7glaHu+@>h!l&lry;<$U&HH?2H4QX?WO}Sw)#0>R-#L;gSM{$jM$OwDovq zQ}bo%a8_j8L8H6E+`ib~+jHc}DaB5?taPD!=$adq&n^^g+j9y!+_0an7F+^hTCLpd z{6@Y&t_$m09c3G(2!&O_cf&3KAG5G1E+pkxZ<=)gaieazo?iYvV4H{fPo)#KO^Hi` zLQQ#>_OU7QlUvL_n9)^!yDtun0ty3@shr_QF1J*+g0&UKH^E0@E^Z0Qb^fz8v7HiK zVDiI!VA_M!hMVg($>Nq_S;hUc! z-nNpmjf$5YaB;G=l@x0zY^KJiui-J;Sbx!Xu5_%A<8nko1w=2LwiNHLmRDT}lo9p< zRQq`KUTd~05nAEpU?c%uAyq@aw%40-bN`rQplUg2w)_S5`6FXtR#jo7mY%VNaZ0|Q zz+3VZpK=(XT#u@xIWCt`75a)cDv<_M&gpAp1FlTNp}WX*4Mhd~!91J#0wLvz@l4lc z^sQ@?3k;Ljw3z6~8v0&x0w@3^s%fwmlONDbmawT=1H&uo#@#9be$@Y)Q=2Vi8eDLS z+1?3#vyRp2cpEg@-#s8Bu3)l*6yNRU!AWHj7yE1T7@f#q1pd6BEFn=zUatoleQcAi zC7UxP2Fe9v)3TL30Ie&Vj;XnV@ggnk+mg~q>r0n1b;1?AhL~ttxaF(aXn-KfyG_)j z^jIUl$fW>TCT;zkX6S$u$Q)aSY=T_?Htu2t`GU>>dW<)kA7Zjue)Q;Nni?jqJc->I z%vB5zYGqZ{+Cv|*-8b>l372cp0KuauCE1Gl1c+B&D*mM!WVzxA>oH6QC zy(0mEFBzzexTGW|Me>j>mxL&_xhMA|$~^dP8czR^GzV=6nTXW#Jc_+)Zd|mCYbaa9 zAhTzDB9Njg)9VA{qeAef36;zrhLc-_Z(>Iul_>|ux7rDUROzdv$@o%kfT-vab>lm9 zM+I}~A1IK=sqgp7R&Uc6mDdMcRDNf1rB~dR#;%iXq)NBk3?q9@nyB;tH^a4Wp_^2bRp(5V5r8;Ft=$)ls4INN5Efl)qO)!O}fh zp`!PWjzJ~rA$Hv&U?kNS>xE#dBgBEGFsSGRIS0I(e>FUN0O;3=qzcsNuC-P5C)_eq zON#f+_27xqw){?Jecz-jel&n=5Bxp2;>ra|AjD1 znqd3+YI$$h_%S?h#}RM-@vHqLb=zsg-X!57S{E<`1~FB0 zzPFxL`jnZA3ZlwEejBW=xiDs(#Ni_ncaa2J41uY{TxY!u6t#WZ>_cJf3Q|Ev_Pd&I zDZXdI#AbWkR`J!rj(KSS#WoIUFUB%*1!Y)UuGvH=G0{iiuLe zN+IQWERsVuEcr2oZK2JN`Z(mpmJ|e?w1C>f*;;e`{L2(V+STiAuwZ_>_^^&tlE#Z$ zqJ$FiN(@h6TF-(73_5VFw+b=&52@!(p~{88Ev-fa6&)u0#Lg-&T|b|d--TJh zrLVA_#1EMTovi^~Dx6&b8bJS)rFgDpoy-Y**s@P%kQ9){q;Or#*(134*)Zl6JkX~H zs2Lcsp`c>)>zX5Ei%Pbq#4Xn1`FPA7AwP9JHX&B(%nmW(Ie^KtGWi$iw}2 z)s8};|8uA_HMLL_MKERTs9w(4WPxnQU5-)t4bwzED{%f8r`%@c+UP5DV2VzP$v0kx zI~-t4S$+W&!u_7k7IW2>nKaV^ub+EI<_FA=P7(F0yRerNJaPsoW;8d?k!Q_|0m_e9 zi&EN&LSkFE3TiG_lY4o3s*Jt=Xl55XeM5}w;~eA3NY@$QJ#nS0#+Zid|F!l6M^tUd zC}WRMwz(^50h97y9Y(UtlGL<#-58Z!b@^wkUz}X&hxuH?jmqDRciLXAH$TV?+NNDz z>nFT>Stl9qXWu4RG;9d30$h4pZt?80ECej{{5DVtKOw!{bbF<)Rio7X33`=3yQSwA zG?Q}2gX3y6Y4D-N&~hD+l#G;!c z5#F%7^Kwa~A4?yao^sZ_UOJVw3#MlogxAH>-6Kqee+Lh0ppv2rh#S)k@S@=L{P3Cj zosa64dQWG*%x=-HxI8Cr3WD*MT?dKvw&sfj_G>7^x7}P2y|v3mc;a7o+gF9TejvFI zyiYP?Uw_} zWm6c$cQ;!-=KTJ;*4N2*?a+QP@x^>jfDOCd&SuL3f6oz?E$_e|eY+tPxJ|`z0hL^0 zKjm|-8zyQk6ZW4~1yc;NKk=aMljDxwcmMDe-LAnkFcDQ8K`)ecqCXRG|J2v}x8=IO z+!5Noa2!7@;?ULbHZ~q7eEROqypht?>vkE*I~+t3N*!7)p67s??FHO}?HsiQvUD;{ zW*7c{V>kp>buWv}T=R5Zn>5&-p*`oH2__KZheF%q) z!n!do@ux%ht=iV}5FanT?yIfuAbu6Z-bO4?_({uh2G~!3u&&#o*e77nr&M+ZXjDF~ z@jlPp=+m(Wi6y2Tc*PT7U#bt>>2iaO6hW9_qe@!iDvo$mZ*cF?pnUCZ65GrW%|Zv- zU*7qHEar#r=1IpY62p|cI~-!e;s=x{wy9lRX8D`?Ma@2xGT$~%8i@Q;pQoe)eDvXav zHEDBQOhlwpt?2ayBwZ>!ZrSd2Og@(alcrX(Cruxo5pHvki7lPnkDjkLJ@f)CjY=hR z31(y*w=DKL;LkHkcY+z~vrM(LB}E#YVtWQS2wqHld}56IR?a}<+Bv68l*67UXHd|d zQAP+bP!fK`Z^AMN-t8^H{KQFSBtKu}iol0Z+M;O;u&k`l^s_1sRy?u~UkUJr;~+V0`)?L|kVSu)uXVa_ zkQ|uS+T9k;_OkUwBc0$E-@HmDD*?~qsBcYwp#G7XOam&>DRv$LYQp{T+P${Kv{V*O z7#B-8su$k#;1E77-(IeJc^=E2v1Fb!J!3r=RC;@ltWy++IUI;`xP}7IN|msI7=pFzdw`aL|tTRn9V0nKbyG#N){AznF&Kc z$SLBU_jxSPfm<|0T4&HI&xFIwt2~PA)TO;Mx{a@nv_sAS6`hi&{cR_#TjzV-vn887 zJ3=qa{*$xH!M_ob@wut_!w)sw;)Z=jx8vry-Xd}*(jdWth!}GQSl>>4^G}FKeSXv2 zTSknS|F-VcpQo(RsLrk_b^1uVq2|x|o$v#R!KHHb$6=4p00y@lex?Q|X z3)DVqiV%|C`ol{1BmWo3kHQ>2d7c5b{txcl`GV;O?NzxR*Tz$<^1;7yF&nMTolzx$ z|HZBk`01O*g@kRZJ#fzV6n zsDOxofDi&oRgf+!peXjk@B7aApZ~?VId|vc%wB7+S?is7pJ&g0_TDq^y!+pqfA0W- z7%Q|DfP;erfI2(?|Kf=HWfc$9q_g9XSFzDs)U(Sm>CLkcgPn zaS@1wsF2VJ*%K1d(x*jy{!007?qVf%j<4o)uMAxl2cq1jy!z`?}{Jme1o^79_y zK5WU!B?JI+3(IQom^z8bd4=*OWU?Tl$2GC|tkOn#v)&0lF{qYzSY#rJ(!8{T(AF_` zNp4b5w7?O3!f%(A@9J7w`}HZ251mVL0Jshv{_o)bC-$MySO~z$$-%|N$;ERxZaiFv z3^_Q3WVwVjfZV1cPKUre5Y2?l9c*digy)R0oZddE+WNR1kdb_6Xyvi7#cL&}>P?~zwvJMGWCYEVy)gPmTK8wwtr%;`w!A!CMP) z1?%&kC)V2;Mw!>FS-j<>$=`%Kb6s~0yHlP#oAwA$DJ?W*MRG=_-oEhYt5;;`omizM z|7(8q5Y^!Ap6+GdscewF7;RSeTNBSNLT-;)|H^pOO}PX00!+Jpc?L? zO<5fe7Tt_fO3xZX_ou}>hMBU(%MYGkwEY#B&{G|mZ8{-AXajcKJ$a^&N5^UR$}`CW z`&;>0>IH9mKP(~MLuM^Hu#I1r6D*RtK~jl~izli#i-WJUk3D-3YOmV%EOe^j!HJIN z;|r;7bCzwF@YmI6tgmsV8$6DjhVT3|SR#a;;%C;#t=k?cMBJ{FCDc-0wY53$024`4zWhFS(;{=laH% z`KrXI3-smDKYSkr&HnkF{}13({M);peuHVG;WBA7`}(5iZ`I_htx759J^yr-r=9A{ zjdZyJb#D-n>2bMMaU*(N9`k6^Jz4J}=hBC}4RI=v;9%ri8N?0<7X4zKaP%by0 zt%Zr~Y$CA_{C0uEls9i%#{>eD6}(*!JXLsBANMY{JKoVGpV4 zg{}t6oS07i%eOS~B3sY=fOES+wDR6%TW`2)|6l+^8Cb16a`VCYGK)0(Ec(-1PuVwB zZ~g<^8eIDa_>X_#M!B3va<(9Yse0Odr6axd>R*@6*()WhuHi3w?}~HC^k9W6q|Wgk zU{+}nQd%6()E__wF7`E0suthhp5A;u%F0&raO4gcw8yW?dvXZXEoYG&!+-t*JpCqp zcG&posrl9aN=vXGEqvUlbK_bY_-d4N@9E{sUMI2@PK3MMI-yhkMs)$4@Ak_x14Jg% zID9e{>-BEm(Yt>9Yvzred4N{%Za~Mg=T)!&0pQBA9m5&Rrb9}diKJ-gWCZQv#T86z z)}MpF>$3k*f4~C;5jBe|byE|B-g#t*#tZd2@&3@GW;4}(8VTp;8FvN690FEk`B<(CRIMCb3(N9U0)-i;CQoMcgk3&Hm0Wyic=nJ7v@yEioT zNJd=1-~Whf^PDl?yK{B&Df0$N^%5~-(Ds%mihqKokZ+Wq^>cI9`D;>%lH+~Xj1w2b z?_TY_TX(Sh4kwh|6SRyqN+cbw_J3Cap#@7Px$((_3nQJ>H2BvM!=!TQl{Db z|G`ZFRV?7f2z{nA4ONaE3_#G?tdPt zmZFa?({~R|*dqwz|A^<+qjZz#_x!#+<~@72NJ;nF4&#)3MiQCSoHzf`cjt@O=&rz?k0wtH0T z#DRB?Y5VqxE6pD@@6RaAywnn@aje%^8o2r^EQVR!<5+XURYF-_HWg-k;(YX-hiZ|# zh`;=41v>AP&BjssW+jO_GJD$Ysj9|O7ZRH}_7jiordtUdT`~i$yD0_clr`UpWXIy; z&c%rawsXqVs242GPkbi`w`cLV4U z-4L&)v!fIaR;bATRHju=gqp=li7t<}(E#d*^v;Tkg93&8R*pJ#gi!t!s@9Pp94E z52k4IR5LLXEXFBB(w>+@h+PC(Unm%>n*G2w^lX4Oilg3to&Az1Ksee@WKB%H!ZQ6o@f zaQo6bCrRIr&;M9>ilbE=P$#~Y^ z^uE-Px)i^VVm%?y8K%zIz3r0OUaUm-Y2{}EBYz?V%qMR zU&zmg*2*WR`=4(AdfMo+RY#Q;s&V2@tljuEeI_6l_Cr7VdHcgZ#nIp3hnTAUmy9?f zjSt{|2vbL`mFeUL3W}4oHMQfi@Va9}Kr$tLTkY;&%u~X#dyU5`&)-OUN{E=!SBk|v zs)yf-{UNe(COj|h|Ke16SS$X?{q{}uzKfkWDi=}`_It|i%;Vorb7Fbb^+M!;`A15O zcL+ZjiUS9nc7;7$xdDHxHa`{2zi2Iao8jsRUbSBQ;%@!@R_@qe{?LB_$IoB+xq`0( z^P_$0%-ymN#iyO&1(5W_nLZyzAAdv6M4d5Tp~x3C6&}g4up-3(WZSY-iA5^Ewko$z+DyO;qiH$60{>&^m-oF-waW0_3tY8Dz zyFrKp_>&`%`~FW$0-hWR*Vu`!IJm>CRUJf+Ff;TeV$O)|U(T@KmC1AeVp&VayPX%| zoY~x*$#Z@7xhKmfjQ7IO#j2K?#0nD`4rj0e8We9qup)LUP9z*~e|6}oyLo6%Xng!X z3YESt|Fb%(K`=)Xj+~x1wf&LSDM}lhJ_)|8$|^DChYChZfJI?^+<=5qh)Q~Q;gQ<~ z@9kCx&J3ZZS4VFZ1gh{k<=S#a7j8Kl=e++um~#pg{#V`(+A1hgX*hM>@N{--ouv+m zWFNpqfuUIF;t4c1LEPl_5>41_99kC#SNyG`ds;x}wt68lm2t#u&(ywrpd8U2ZM4Xf z{c9MTig`#8FtT<^8??F10FskA*o5;hG3IwWmB@suG?p+!+Ud1zh zRh6i8_Zq&I2}Rj2qsWS7WoA+Yeu22aTa32ZX0fqHzQh4m2UTV-dfU9DIy7NkjG?CM-Y6(1rNfKZo84(m z#OJF&7V#m$zATtEaDW|=ch!O@GF?{cyAh3G#_Kx$A-w9CIh_rOeSRYR=1pyB8={ zRfrRIvfEqfuUgZ5MI2vN722H&jNQa8gxOkW6W(zvA;RhS?Jrb+BWFWd$NhibS zhB~YgS>KzX-&m|A$x2q&yWtHTh+Pd> zC_2Hh97#0gd#Rr13glDzOoauW#9K!YH2$76e_7YOMMXAbQJ)_jUbQoLixhFU0l(Z$ z@GR)2r(0y&29{Wq;wX^EZ zYBAzYP`dU7G4;$hDE|Wfl6^-CeID*sY9j~_kGMyC4RpaiedR*YovHZZGZ5&VZ(8&_ zvqin8)I_Oh|N4SB;&-Offn1ucaBjt0A}kAvgInP*p_MR?jq}B(6}+vgK1a~^Ak|D+ znSP?>+f+yPWcvM{OZZF|qI#OMCPN98XP6cb5V2UsXI181yPq;DBOzTw$0T>hGrvCg zoQddTHIz{j&MF1Qs0rr2ItdvLNA8}}lrNMlIIlx&fgZ8($KyScgQ$FI9c^CR$e%CV z{OH4yw)Wmo_Szf=C&bP+&s9;Q)On;WC&frqJ9|H6m}eYDRRCFR$ATl`o1jeL+-O#XUB5T>q%tSQLt_f>@ zP9?;xFzI9qKYF+pa;f$$--TuQz?3gAyvhDl3p81;s~2pBqi5M%a@=yEav@WBZm0LX zz?{WcV>CTH+I?3uzF2W$V=UDLQ-%qZ^x3Nljzo<*McS4X&qYr`P4{@;N&ZgZ65o$B3@}p$TM%4a-~s$fCySQ;o_udc9~yBt?}HeysY(1RxPX@q zz$*E38-adz%t^K&Eb7x(7p@j+JH*?Us$>eVLnbR|$z4i$5lXBY+(`ZOFxY4oS0Z-< z|56YSX`YV=%ev?j-)iT zWbGIWK`pL)FBHiAt_9_}ZH#gXFk!58p;Hp&)lkqsGG#%=^zQ*Ep&CA zOXO9JMvQh5odm-k#1hI3bV|7L2b2@{`t|O47rs6j@jkd#9a{+;_f57fj0?m_B*>km z;6&&!7%#5Yu#d;5t%hhyO+*&uZ} z!R~U*D|Rw+Unfq_0Opw1h+}=p7-mSY>tDHBV9~Xqm5(;Ovde0d-(IA0lm7v-4YCoF z`js58Q~BD&{^`0isk?H(zuQsJk8ibwqN>2jC(@TYeGpHD?C0Jk0V~OLxVga6Rn@)#g`BGRJbE!^~q4rdN zr=+2?+JJcI|R9anNgR9v+XVq?Pqw$(FE(j&0F7ip~0FTSjCM{0bu zsC2>XrcuNvYzAL#)bwTQ!mRm_nYBD(6G#Qg{30@yl|d3XMh0342fM(D3RMQsEUm1T zi#~~znN;>?)oikgFrJ{r=1|YlJt+V+#b~&p8J#*^rt`*8A|r5M0xHA*9IE$B?_EY8 zUZBDOoFS5HGM1Rf=fuXPCkiZ6>UmxUJ~J;F$h6jfhy-Cx0ZiI4T9MJl9|V!}(mhnL zx@kooSJ78HdJJv@RfuyPc9qr1arEgU(Quviead9=M_k@YWXM34!5WoRW{V}~D4ka> z5dvIsF8ebo+=Ef7V~XSju#(dIS<6wZeB051Hx#qTgj&re!f+urZj;Y8&?Iea_T($i ze7v-!1Q{Ip&5;#>pd@pNI0VI|Tb3D2W;)7Dsq{P=>moc}^iAg{R1-w)zmnZzcnP)` zpfvM?=qcfIs(v8g9)l=xh4B6PdB${5z^?6`Zv!a-rkE%#7VTV{8n<%LAXYeo+N<#% z*YNH7B!jD#zh8)iD}8Aaw-K`>zElPWN1(b%8gcsid)HcWp-?M@Di;O?0Cw|;^OL2y z6=I25%<-4h1PIwBOW$A#1VRQq=2mJ}r{->0LZriktjO`XG7>Si#B+1i=_@#*lbkki za{gXRYm zRpl581O9vt8gn>GZ>_$j7UC>C??(~gENKa8!cabbaFtwC?^ins59Zf-^Mipkbv$_$ zzV_mN?S&@qh3&IT5%z@6N4SiGe!Ghm@R#auCCkx4y1uWDHcmUI|3 z+Q{kS;?fnH#+gAc9R_I3TuCePu=uEmwtn`w5EpK`g%!Qxky#KDO@#=wD69ndJDf)d z1LPui>h5d`HoTm(`UePW{%!FW0zXeO4%PSvxKrGh9D|MV4?L$YW;FM}`}P8Ml=4p|bKVKm6=mWNT4a$u00=u$my{G|8?L zbG>J97S`}eLFerCi6aLY?(&~2xW{EwVBc`RQPuYkJnbqq7N(02ka9pf8IPm{P?q%$ zGZB*@9lx2Y>8Rzw6Sa3CszghyQe2#n)H5;~ z1^`vk-=Kj)F2j+HU+~8=SVptui(BzA!`eCUiGzAW?T?Z($TX5FXZ7;%2`{Ahn`%x)6qH z9tCQPbWgRL`NX=p@dlJ1=?$~=iINCR_((efWH`-?dNfU!dBej`D_yIMKy*Wbmo`y} zGc-v>mM7hiKOl@_6~hAz!ntzq`H3!oLr@&a-n}IjT!56F_*p@!S zM#}tBj&sdltH1JYy61E_v3%{#AN*E`aHjNai(7&OZ0S-C%`3M5#g_n;qmz~@Gww># z!56FPnwTEm zb3f)CjKFaz6aws#Wvc1RC&af$)mTcvkCvA{ba$SsVOp>r-=1G4iebTPUV= z0vEz!*ZTgf`Ug1H7%r1xF*PQVFxyl#Gu?bTUBQaCs!p;cfM1d`)vf|HAQYXYyBquN za69z!(x*#*cGB29f}&rz#oGdnJg2kBRrk;anWDcqpD|*sTR?>C>uei{y14D)OPo zMvY~a6rT^UYjcDt&PKv&Ar}*)kjl7_jo%X=sdWo|Bu>wL(U=|I!pRnH&2d}Ehb8pv zH3g{u^viT;kVR50TulV<(Z!}EfVz%(h|<15ji>ob2Gh*5F7TAb3B8R8rs~yQ&>lSK zR*-T?Rp9N~NfwOzP;uUHb>g&wd^2xI%jmTk?jn``Sx4bVgSAZPd}3IzOCrgZT}@bZ zgV-mS{MkQlcBweT0c ztG3PH$q(`%ksPwl1=ouwLDO`XKu>(%%SrpiIG`lupGUa;JIyWg_z%y3R8 z`3kp5FTPRlqpP1ycq(Vj?lg)*Rnt0oe+C&!X4tVbLu;4i+E!qj&?%jvS`YNx#z zF|jXp(yhc2?Crg9p`!l)!)++%s*jIOPTJj{iH5qE=arG{9LX~ko7A-McY{Ke58@}i z0-cin{KSn`@`HW<0VG<;H>Db3dYzI7nxcZ0A863ob@khi#;CN3JV>$MX-Jk#+WO3= z-l4Y4*6rKGEWwzGBfkDhw+QGFaHN)v-xL2U$jVhWv2tgUq}ZSgw-68om}t9{p#ZQm z5(Lvt_6#Pe@axsXaF6qQE`}Kt@3qH0ru3=1zzPl9Q}E7!Xp8FCHmY2jzWA=xvLt8Q zu54_?sYrzSswx)CCrS-t^ILs=-OCoG3B@!y&lr-^z0f0m5+~{DC(JoaYK3(d>#uW3 zZ5ngCJyeH#P-zxuR}$eh+rX3?o2(;t^y^SL`Mpf4zT>aVq| zWA&YTb$UKzI8c!He1_y_aBT{;$`jP-litb0=|nyLZ*1)=T5^ z1&sT3La7Gy2fo#@u>@WnwVgHMP*rSKZ4y`*sC6lyNZt(I{n5|9b0WqfdQkN8y{P`^ z$cphyc--#bRTC>Ffc%yra(@p%!6NeKeufPir#c6R6Sd9w}~#6 z*~%tneYQd{EpCeWm``WlHkMOMGkEugm#aH}yKBd5bG-|SiLU)-A0vj{@ zv@`FF9%6g_H4bBudn!`Ljh$yd7LY`^O>Jkz4dOxM56f`AKsjm{9jZQLEj|Yv!9jFM?0fH zoN+J%-?4KmsBZtvU+Kz=I@ZR1GP6AyFmxMN#0RU_+uj99ReSUNsFM-N7u}Qt-W79L ztyZ~oYSZm1uJu$OKH=(95xwkoz%0tREMHe_9lK>+`L_z8ZkocA8}_=}L@>Z^oWxX^ z>pCZ6NU}D$MR0mMf7h8l2Nm!oBu`a!a5&vODx_fIknB4bmuR2TI{GclTd6SoDY~Zi z3GC)Zc}El%!{C+tfr~9(2vn#~a1itoyVfawJb2aJBuS5C3dl_CSP_hV z`5pIdBQ!)-dBW1@@RBQqI`&$_p|Pr#>Ru6&Y0uL-U%mI{)Bz{2QO} z?%V;3hxn=I7)1v3;g`)~1R`GAVG^wtwT%|aGK3*0BklXltc+FzX|IONLlovJKc(@u!Dc#^wq!A#+jJloD|6KuWqUK z;i&g!j9HPDcLw7jn7#88pYMWe01Lw3HJ!mOjN4PW0|m&J3%yMst9^JWO{FQcAM*OV7Ldy0?Oys~0uNQjIx;)Dgq6H2tHkShwigCR8iuCferyq{SS7QJd~P#_pB ztx~!ar>HsLc<{y&3=NErQ+6r(fqcZP-+%Je{kJkf*-JgvU(ylP6d6A>pQJdXz=NhY z`Ym93X>jtus=QJ-J#zDW@v)4MpxrPB%V)$-G%ueTp@Rw8iCJL>iisJof7QcefV1cq zhF-~{`kXx3P0@o%7!)wpdEHVm->QX!J^+(@&@~z?N*>xP%+r85XH(wKVUdD(z840~g;{|C5j$NdVa(9Vm5B?f3`8BF@-vNFU#^LYxYTBVFRISHRTv1zEHODU>n4_8Gv zOWfczcRb%~j9L6jKvZh_Cbu^Ok?6{A1hIIoU?Yj9vzY^T@?HTa&2tCWEnHUZU_{A0 zvqBUCx@|tJWmg}<%-ABrBkX`ls5kVCa#Nc%ZUpU1Ua5u|bOdak2DoCUS3daJPB?bT zQfWw_o5TUML$stM*sY}>P8RKdP8naase%wz(M~8sMoWO)&7VY!?0F(wYxXXC+4>Ph z$jz!h&vQsPfGWh0%V)@)f6%#>htvO2NK|o@N7L7$H82_%EQ1DH^m!~|zS0YzACN!B zIrV?p$$CfTO_KTizDRy>yjZx7X$Xa3uTMJGO_U_i%+nz$+$KfqOXvu?0lNi|c&W^z zJ&PJVR=R#i?7-UtN0cP4qCJm4dUXax&v&`p&ei2Cw!xPIpUfzwtvChl!T6#4GS*ty zTy(DFUYf-N>L~tw&P$z+k0&_3zlikFz_@)t;%Qedn}rnjoxT75zSlkeM2`-oHEKde zq;}%-U8R$e>;`Pbf__?>>2G3n+i(G_EwqUy9vW&?OKi=)7cp#G#|K}$)N)@(+#pEF z<((z;YTbz$j5#Av3Sa?u`0o6c6U5*3gg7~@QutFd;_0(jQTHzRdH_h}oj#A^>+Z&< zz^8qkFdv(~ZjS#MlG&_PXirU#V?+aKEE<-RI+j=tdN+%$5di2G5`)bM2o}n?kg;1K zY%n)vsxz{^7@pi4Qzha)S*G(Xu&1km7G+LMQo4UPV7Wk*y}!jf6{kFZEJ0r&LY zfio3_FN=32QW8rX;xeN18V0~F_b)1_*Dt7X{gHP%5@zp2i-vZWM0*NJR3=Q5@4Uz2 zOOZiBcIXKiJQd1S^|gX{T83aKt0;^yPs$qBp&_t^;8eQUUU)Q?W0j}a3z%wfFpbY@ zwRP(j5Ix#6a*h39+z)VNx;z`-0>TRGYMMeQKpDtNDi%uuCF1#E@Iv9JRr~uBgGGsC7Ow-Rq~P_L$7HIiI1|aD zFj1lx_D*6}!6S+V9?q`1XZV`Ok`&Pp`U3FMJi#n`Q_zYWprQy!S#=%8>=^hBI{oNT zIdcI|Ur=&oF;<^-ni$vtkN0(Tj_Q4kdnCE?1k+cBH?0s};TzR9&)sE=z`l7zT!vp@ z(cryt&t|N4h+hrEEv7gxhU;`BR6HNLzZyPo&x5AEYByA9blD5_3TnNi2 zSf8=#nZFlN7gZstw0UFS@eC4PXgRZJX$L~1I*%l@)7fi3^Xd*fHjcfuQu8m}XH_AV zJoCi-vEB(D(xVm!CL3p&X3GR1hka^j{PFxm$-2c!UfNOS-J=H+B6g3^ z!g6X9&N^5N=i6OHQtfziCBkPg`{Dc-S^!U+0JK_y4!=Y42aWi%?> zjTqA$Y;_*+(XMu-P?1!s8xQw)lQXnD9sq-%({@_9n`su4CxPXvEND{9&N1BDX5&#Yod+Pp7=r*qV(bQuOTspVnqXfB&d z!xCk$0@-DtQ+0Wv3dj@$L(R73cxG97E7O2}e^vhcX46@M6Fxz)2b&Q=t(7UPOufyZ za`&Z-+GB<&YNlk0Dbk4yO<_-D=GcyN*=;H_&G715);PyccakV3qMm;(K+aFJt?w^< z=X94huK{BpSY@MLhm$EmxclxfjB)*l6hgK4o9OuqC zrMMK@waF;zYCAYYbB3JZyG9;-X&(?rq(30|y?lIDCaf5oYeK$_5zas@W|QOu$k`(g zBBX%I;zpfNYLRtB4|OOPdJQWDP_*52fDR^5C!@u&4|W09#%Fa1&M8Ss8CjTMG#CDZ zNv$Mbg&@FD5M-F_KX&4M5eFbOcZbG_&dAxLsnYoFut7)+iq@JOZ;Gkt$A$EEMI_pX z#2(;2CVVCG%kUqIwKJLksYf7!YoOX<9b$sIAjF1+I1pK;T@GFC?OYq?|T;v`s0J~mycdS6zX9^v*0SzoD9}DFAZl5CCChL}njjUAjj)G>aDO{$E0AUuwaljxqLnH3T ziWgeHsHj7-Xc9du8A0mR*^V_sS4G-~1)j81D^j?E2HQYfH{c|P-lCNs+Nx?1@`2%9 zNK2f%kJxA3`53qc6r_!u*x49~FVoL}S$)b?eeOx#1J9h3_-^a0v)X2p7L0Mc4HR#cp^@;OMOR-hF!3?=+2fj+C!G!I!!`|~zYQ1Cv(KXXr_vuSz zvsy_G5zCC@*A7w3aTdTm8tr7&B%eOg zzvQ*)EwNUVR;EC82?*#=)bjdjv~dJAQuO&BZX~Y%`#0)|o4uF(H!^~nyq=@mgNX*x zANVoz>9RqIpFVLWJs?~R>#nUSm8piMiqzV7>t}II5x#>>g8Op>S+7)4Xc-ry>T0XG zTK*+)_`6C0aThITlt$Zp5Ui)2valxcqq{AJ(z=5Qr-FcXM5n3__NG2G#Q{iD>8gKk zmz-2|hYW;@Jf+C?UqS+cI`#23S2Dwq`=u5@fU--mn(KJGeu(PAn zQh%_!Z}J$#`a2|bRD4M{gLAuWsf@dMXhQdF(I_4(A{~n@ul$mSU@)nNe-ClXqPY;G zN+)(LnKaSMq1=z@@)T8lEfDe;_(2(2P_DR*Z;T@W@l6qlcG72ZTTL!u9pe{U#7l%t zIRhOX^dRK8b9sb>wZS5{$ci4T6|mP4R4S*y*RRQ!%UzVMnlRbQj#%{M=L*im`_kQv z5+@DCbW07#@TsNCG5xnEeIq{d7^Zw8*nUxyc` z30Sz6=sD7aBPKDe4ZRs%Rt4@=+{7IDKn(o;AKlKfbH9CJfwFD#&v8Ft(;7ivX|9eA zSYzE6PWb3J!?nw!9^?q9Fudvmc%ZhAJT*M;yrlfFukZ|1Z|scXQuodMQuvWbYg09j zkK>agyGAmzU)qNp4U&>>W{QqbQhdG*h;8D-BB_;sA<4Un2+&CD4O^vs!bkJ{TPa%` z%Oehkv~0($uNldwI%M$W11I9;_kvC5zbO~@wg0?UFYfU3WiWD%PS)!>QAh|{eM5g} zr{fWuQXk%+J)oP=0~W-Md_(;qz@&U_*JAGYxVl6Cg0u&m2F|gtSnf>TYR(%ivQosf zQcj_ux*vJyKM?yfecWu9Q%~2TWCxB0Tzt}ku^(1t$ovCr(r(TN^UybQeqJpr?(5)^ zBBs<{d}PV^tKxlZ!8z(TwnghL(^okNru3Cvt9a_#l_9qKdr8jPkoZ5XOKs1}v^3VyK^*iRMY&m5HD4Wd zWs^6Ge|a@yd$-vMBd}hjPZd@M0XKu2EB*lxH>>LG1uCb|8t4ncD>pA=gWh!h$i8*b zo#U_V%GZy;zmTj4bHzX9hqM~q0_&F}E2AYL#i?Y3>gGDOxKp&X!Q=PUR|eLmf7MGg zE=|?<)XCSR8*S0_}CH0sE@Wb~)=o3iCob92) zNV?5@_wi>Z8kLkI9MVv~1CC-xG4gFDXOB*C^l{#gk{Q<{nkBUfwcx5mF0&Muj@bJq znwH_pY48Quwxm!csu&p>AT&(d5f@HA8b9#$<6i275)(hT| zBV~4;HYD9NgdsMIv6$O(KQ>p4x zDXk*cejX)JdRg_yP2n}7 zeUO<{BDU7r&M?R<3lQuYax&qeH@}Rpi7g5MdOPQ4kqHn{Y@VoXS70uJh>mji0rnN2 z>6u&%8ig8I&e`QfxUDOTSLWo)Y=evTs=0RRD;m8y_$(+(EKX{7_?mvW`z|a}&#D%X z84k@~>G^NIHlIlj;Cb{Xj0*H|Tf)GcER<-KkZl^TkDdEe#+OSa3H``g$6ybx+K{iw zE_kR`59C3kzX>_p@)-oZcfCw}ekN^uhWH#I7+;nI*AicMTcNgN*j^T-I5^H>Md)^n z#efN{@E9gW!Frwe4z9up;I_!iW0|n|x9aEVb7DGdRE0!VnQ0loG;5m%4d9b;BI&K@ z3L_>l=Z1mO${aNr{8F5ekjXkb_&6vfF;GlCVzkt>Jx29gJVQT$&A-gS_))5EB0tda ziguT+VXM`oZduh2h!}Ys%nv!XTrIg)>S8LltMiX+B z#riFX=hV)~EVpAU60ur>a@IuA$+tv$om4Okgn>A6>@b2Y<(LK0nsDr5{9))uU@kQy zXSb}sa9b6!CkQc(2c-wn?#FzE#>tI_zk&}GM+yfw`|JHUeZIk~zb_BXyU7nPTEAOU z2tS6v9D|w|y{Wdj9Dekgvf73wuJgPZ=@vNq<#Zb?-=DOzm2PR9|1bgLlvgeq-dl6} z=9(+2ct0)cfN=I7fbXql^9-a@$s}zH?iGB0_%iic3LPU{cD*d0Ts5f~>lT^y@NClC zrm{z>^A?e!(wEz3U~UdgoqwK}9j_uC%PAhH4!LTeOI2;=o%;UV!#^(f@iCtqx+y8I zkr{^dza_zb+V{<~Ac6P=%07M&Gq9p#x>;J>*MdWhZVbs~E-9J2TzEM1@!&IOz{#C1 zo7*o`ao#$**#j5|Kr(MU7UDJc6mv~ZF-$e&6tpDkz$tXc)|*Z8FLO?Pdc!1S`Qcl8 zUqmywJ+eO?(q!FAHZ`m!*=bE>18MRU;fx27HfhV}n)PmHA6&o8Gf}FB5JT^?4Z5#O zxB4^PqpC!J-#|j&oo`;nP&&(P$pD=+x%e38$Qpmiu$iv-g(oh+ialg(E5qen?S~WR zI*4S0@SLM*`Z%c{5*>!VT{|98p8F+|8!9Tle3mUUXO{R4^~pjN3s{l#U0HSYJ1O!T zLy*=^*-;73H+c#&moG7{7WfNx=<@Z~5CZA_WdQE;ad6GXd9*8O47}C9QJ=(NR7uS` z`48azyCnEKE-=9MIkqv)$HuJCS#THQ-$?;DF!A_M%Qqdwwrke~&4aEg*nD)v`1bb) z!k+rVwp@(ICm75>(!~5b@hENY);>J0th@jpMBPB7N%q>v%?3(J%iT_Wa4G+|^GDd} zuCPfPESN>HFA0ed<#;07tEQU%{E3S12d~9`hMM&8@xi}a1r2lW3aF&K`Yx8$->ODe z7*K_VUl!0U0)bfQP3)}41DI?p#~CUIa$A35S4q%yiU0m*o%89~GArDBn$N+bd#WEj zq9%_yxeo!Oit~;&Nc5avRx?C*w&PwZUZ1nWdv3gReJ*d_A7_2*o-)%p$$br~00I?j zy?X5$^n%ZcQ;yVC!W?@sR{i!`Rk$?L?n(u)TdJvuCuH$6q*OBwR+5paB6s^?sZ2bO z?SEmkByaORLF$vU;rq(lJPzqrp}r~9EJafJFzlmQ19iWQw-&NjVySTiEL91!n1DKE zcqj0|OZYjJIS>PSEV8H^{kT~cIagGgUocfJ-!<9d{{XB&Q@_Pc0Pb{!$kWJFhHi=s zrBw)OD8x{ZnzH)a7IiIzt`-KyY8&o$_X~AIN{sCl5v-tVN(vLLCluHuD1Q1mij+hz zLG7sR#&H_d(*%ejrBKlYXeHucQ@LU^){WQ>6SX`_a-@+>wd@6t2DqlUzX~Y?c9#L4 z>1kcV=3O{|m`GU~j~d|?3thG~hTNoOQZCw3Pa)o}`1Fg{Qb%|w%=PD3YVcm0X|!Fq zRI60=$|}5&uIl>os|Hn?)e?~)YDGYNCp3a&9RRHAFuG5cu5>>5XATa|;J zO10K>tpi7C*T%CpjG?|MxOKD=UqMrfDcwhw{uQBbaiJb{Fil4VCaVaZ+Q!?_twmk} zm~4WeAWb~DDS#lF=+gW-FmEI1`HAwOK>`qw;X=6ICqm%l*z|mPen1EJOOijFX@)?{ zu#Y-(8gP7jh>V%Pbvyq68K|IuWQ720(27bTjFsJFd@O1bq7zZ??;EsiIQxMpCIIGq zso<8z$JbR@!t6U#HG6i`M2yJ`CsE;{qAt)*O)R3hr|hmVV|s*?xK=e+O4{3yTN>r( zS*$sXEouhTwD!Bi{xzUwE)XDyj#Ne-S(=q)BEUg|AexlIdyzg`)GK7_a~VE0J-7*+ zx>asV$SKFPQ!6+4eXrEmf-&05i5ikt|9OGImH${X2 zStfl|&%G?$tKs%{PzPqmW}-agdh4JS5UnCS>lNv3WxNTzz2_F{O22{x!S$L>E#zFq z;OA`0t{MO?F&)Yfhl3#M0EQql!*VmAJqH)RUl@imkH(;!uPa6gL4gR(wpp!w7NA zzmx=JIuRV}lUZ9meD%Y@#ieCML0O}pg+`r*qflw1rN3m_Kn}E|pAi)H63Q8B=d%(P zk|TI9VAneB@vJSb)fYsiIzrGE54N`a8*=sk01m41;b{&PWmZ(>3e%Uesp;Nql{=D6 z74~-5*6IZpuBgtTP(k$(6+IVNq7UU7O2_d+Pu)`3w{s?NiK$H3-8`UB(~8VsKsuVM zwM8_nYSQf7GPNl=G6^zfm~R%toElyx?$ zqBSeYmZSKQ+}e^!I_pmah?;8Dl9N&hn!zNQ=&C8*WhU*yB&kZ66y5$B_m85`#|u|ok56z4)rNk=|alGLoS_IWxo11~fjZAfvorc$IC1a+saaPyE9 zqCu)|2`W4%hK1(LEr61ud79l|$xp>>>`YBNwoGzWw}&~|7;MCJs>{qgp=nV7YgbtI zD2zJgn_%KQR|aJwHce9ESoNLQX*M?&?x;JJ$R<7_A$t2%Y8)M*zQXE^l6>xsL-ty)^!4qLeD)D}S_G(~gP*YSPJOJ}-}>H>h% zyO>u;^wWnpyf+TwHrxRgfLT0~J1ELXu4;zE_ee_AVJZtc?*?dqYCW;w?-#esTiUkb z*W4{6gAtog8s!{y#m_t(w6angY?yJtWkh&sr9lIp`fILN|8;7Fq632l3-GTq;I7WAoA9Mi3D_^zvj`DnWd!)S6WVm zLwiwXH1}k(bV;NX5k1{$ssW>^sTS>LJJJx@QLB6^*(-#PoxKcoU|qRQxH&*fdupNd z!-ln2*30-I3K}O`%-yCJtwrQ*41)toI59IxDg!|@S?b9gk~TD;RU7^E$W-r3Ne5#< zhnsYTYbK^N?2)dOSfWQdb%nyFOw_bASU#ChiJE*S8A&2)32}LVlNDytRPDNQpBkA- zqLau-Qoa*u;c(ylV!O@rnXwzCB0%j`_}2!?Qu72Ehnqk8g?9kqb=5tf?G9)Mt!1l~ zf}ze$O^Q#&%&kiK&CaK4uenqbCv&7!y9WuwT0sU-oV5bsd6ur|iL8~ICs-;}%T4hE zcOa-Jprqx{5PH?xRK9=;qP=+^whT7dDM?eIP&+>9AoD+UU9e>_BimV~+jco8cpqf< z=P;U(Ru1aaR3xidnt3VBxe?-PuSM=u%$%CTMD%Kbg%kZn!x{K9wAD z{EY{~T>k)w)Dl)tc*<&KHb=*}jL9Dgb5G}*hDeU+BE1ydD;9aN#?XwUsMSU>huPg- zB}=#pDMUoX3ENRtV62%cG19BCOEkLXa-+O&RV9H_my8c#7;_fIDs4qT>`yAcWwR2V zb)Ca(owvBpCNhva+IuTP&CA(xrUFMSp#A&QZQP98Tr^K z5;O$Sr$Hx5cee;?G#CIJ&^&dj>_)=R5KE2T+P3>-jTPaxwPZ{tVwehgLPHXVhjYOuHLg1Hhjs93O@?#vEyHRa=1=?NokYdeW3ry43i?tun*)?1ebijp(f z8w&YRzI|=WVNMVhI*Ap&M%w5ro$y=eyW`vEvS>rAkOtsaL2T>+pIsBa85&O8D)_y^ ztR>WDBSLiR70mD#6yr)#U<3kGN#|V`j2Te4Qz=2qvGJ!23tHTj zkKf$3cx}6tq$$@5Mp@cUwWr{umiQ+!fzG#yI_Nah@vLp#qpD>rsl13ukSlqEwb<}Q zntR=%)JneXJ(T3f2HdjCoD>g$W>Fo~5=k93tL_w4z9DKKEUmB=%*2jFR$|)iEMe(p z2qm(eJZkgN_2UY|+OjVr;YduWqDWAUJ#{M$BX~CGfy60kyjK@#C?T|6gvyM}0nR*W zP1rKF(nDS1G@3ppKyv#KT$Cl-sRW75w}*v9yTq>AL-y&heca3vhtnBSV`zglFw}dg z@I;@*O$kM>Y4CyAEhU9zT&9|44Y(jirYjMG;oMC9;Ja~~rkg4y#g6J^4U8RYb7B}f^z!lY9=c!tn^IY zDy4;EPGlt_+TfrkQhz3YO><5HzqCdjhqT#d8L?BZCpZKY$(?kror&-r$#<=kpoL#$k|hB$=w-IkvvW@hdXs63wHwY?f8opi72+ae=*a zH7~DwE$AwjZ-II8q49f>SqrvxDH~N zAn0n|!-`w7!)@%BgWf&ZH;^g2lmI|JB5R{cEplh@r)3r+gyQ&@6|3V0R?WI+D*G|4 zj+3UetWyWIuzJ-N@(CH1N!?RZ@eUwn@j*zy?$SroxkkRk)phObmv1mrXtr{Y2rCMm ze1%o!=*n$p$#{Tb4)q@pIarz4)Pg_|35uuUj6&NF!q;E!Hqf*=C+AgDJ zXVV?oPootwmh%^}Hg)I#C-JT#F(ovt%H_(oe0`4`VJxlB$l>^bZKkim$JA;!R2AjQ?j9>qB=qS~cC1#@~eidihwC?YM-Ji&dUwIN^`Siq54n{;w#dBWc!YudWQ`){{TLu z7JaLAr}AsV64i{q3UBC{QqBmaBxnigQk%j8G*Te=Rnjf7p|yj5(jN6X8OG2vuMKTU zPNV_}j}1<>5A43XCkx7*490nfk=^BL1}LGWm~x0xqfy<0~D3nln&@VHQ>!pPFp7yq`W>&9-pyK zeizuND9vSY2BE?fJfgPOR_a<~SgITRJw-)J8di5tBsk#9sA_33Qm)ui99K!G+ScjX zARrG)SP{~a3{t_JC=g*XCrv1UgQW;DLL!U-A*E*CtnHRXzEc1n8l^#ly-&7q#2QR! zpK!G%*r_H8VM06%{)+85a+2kpwZa`ssC|Sum88frHT&kcs*1(Bl#TM3_E%Wp2MV}X z22)_<7HJ1wa%Q>bwydRwY_PSuS;|2PPLe5$oZYdF1xUdUX=>*B8g0(|#VQf4V>KF9 z%{gUt&6?f1W#o{O-jnO8sYGZDcugtPgzT*;r7c1tX{uQ+OUpy80vEkZ-7p|j7EG$A zHaX^s=+bw|gqmdbv}qIcMG6i6_Mag_xMj;amj@%qlukK_>!`YRKcs3sx)c#B)26iU zIu@LN5i)@CL0;je?0wSx~S`(o)IgFucB*;9dSXd@4 zqFu9Os6?tYik{gcQgo;xdcZ)Avre?Ex+usMF=@O86D7Fnl?fz3=#W18Q%FjLsbM3j zllW5|p>sq4DD?@}D%wMDBj_p4Kr$)Z@CrhKK2;f@4!NS83d&|dsFOt`-vDt+f)sxG zX#=XfsZP6?8Kk#4M!HloYNe3WVk@rFHKTOPYm#(HHIut}F1YEK z{EE*10KqhzWy!p0riw2`NmJO3{mxODNl}tI*Fj`PxwPq6e?@5swz^tG1&|K2KNd|m-!%cbCgNJP}>@ObTtV0p(1|5aw?HqdEaw8~lL>SZronm=Z z`g4qttJQ;xM-5}rMaOF8!**9!D{$vhjmi{MeBjh8{wWxR(ykrCuF|!EIh{x771o>L zZ$f-nmu~Fuu-8=dl&v<3Y^S#CP=%Q2ZF3A$MuC_IS#D$3dB?y&Z5SqHMXXgHY~ z!P=sWM3e*qrCF)atnGkQ+;5JPxnj7T{W}I=tq_*7VR7^#2&OXP^B3!v!ftv>9EH@gv zug+19wPooOAAb@_X5Qr@(V{_8WAdY^&{rMDFVyrpdIw%~RofV-syx>1*eIyzRR|OSovHgvH|~k-k^(`3r5FONTlgKSl9rGj zbPZf4ME?Mf{%hUnyB4Odhu*rGtsNf{mHb~QC7C~_J=!vss!wXmBU$0kJOa;gJyp-j ztnKXBZ6GBj#SVOpF4ecLRhec-LA7Xb>?Ow=Ot%A+*7EOtx3|Y%tWBd@cWLC>ppCs%W}9GtG*jV(1nQbjFTpZz!AtNor(C~vM7+Z7 z?o-ho#iD zt*7m%w|4N-2-C~Q{+aYVOYFZ0KUS~T*F>*_9j%y;E|x$q1%)lx2~vk zotL}4y)@rXs`!lE>A#YlTz~hc?PhYGu9xClm%3T~Ke36$Ei$Zv437$=d8k&#D`9@? zH*JL_1uGLN-|wm$#sX$er&uZoBFFs5nh{f7L!3`KwIHIO;9Xc8YSC-hxP{ zT|^pcxzi+c8K6Kr8bBaY!3UjC2_Oo2mBx~Nw49)gHKPD0ohdpQY}%BoNg9#Jn(I6e zm7Wd3v;uAPAnr3Czk1|$4i3bm>owGP3EbQrGz5T_6~tf;goqV8)4>Mj)KdolMs(V~m=mLKLCTl{cL#kOf4M0g@&jLOUf*Jz@s?=Xf}yC=r-F=wDv32zgq+$K zt0u%C2`07El5UeSZq*iTe)NyxiWD0C=^w=uE0$cdp>T1YAbBd{JVgm`W=+$g2l34| zkTL}+W_;@z#aBzV<}YBwfh=My-HFt*Gxvd4He|Zkb)u&mJ18X5yF|t|%NA5heq}sz zs0fgH6HJC~lGq`aa;sU$X+gq}LXx0C)DaO*3nkVvhhbVKDbyUIcZ!OKRhmJHeZt{@ zN%m5jXh~L3py4a-s%lDSc^=w^1Q`-3#?+;q$@Wv_8b(w)vmIz5!V}9+8bX#5VN!f1 zkf#v<0q3n`qVB?*c84BPiWaPd%1_}~=exGoYgs7?LbU=TLlvu9laWJ6ip22?p}aR0 z4XDDtVH!Yzy%L^irz*=I^k#yL66H%dil0FqSxsz`Wj!XcK8^ry03gXKQb_yjTH4_P zbf}V%eLKOF;-@0%#0l=QuzY1FTEpQsY4|ZK5>}l&D{aKcTCXo%%5w=qXFznUm7{k} zSgExjNP)c(mMF(jr#m%1g_t(jt~!SV6xg1f39D{Dx>dIVTR4=dFSw+wWW<5f{6$rI zH&cx-8oOC3E{56w=uVXX0Hmd@%mudFQ7K3YP>zSMl@hlld>5xDv7~eR98(Z&S(|?} zeKDKvHK4=zg8fYf98)lPrJyR4hgogcl!picC(fom*kbt!NDxmd+EPmf5rf;g8=Okv z3E_r_9i!x;P&6CrcB)%Tq<6bU;MLlgQNyhRkqT@O2brj-!OPbmq=dH`j~Z888mR6_ zZI^AHT2Mkli4j_d0d1tCkQ!D=%sEVADKjZb#1CC;Z-`8!oq5M9nOn`8L8#5C881jn zo)EZ9?R3%C#4Ghx_v}wqJ*k7 z5@d>pcF9AkUPTX8Uf5fb`FO!Q%{zJu)|B^RH_9sEJ&K50Thp?i(QgyI!XB2e&LD2r z;UHVRX5%xLI$VRkQ?W=ss1w?E$hb6yFrV**J{%*Wz-OzV0W}g)}X&>WZovy z!E3e5I)anZs(m#rM~CplE+tnfAoPm4&f<*Wqv_qgNj`+paMgv)+kqbjL%o|>NBHP# zntsSUIm=&37_IuCGl{rvSrA8bnEYnCU!$9Ai%u18-7PI;_shx3nb7jmu^+N0wReed zMjc0HkzkY=+iEnvR1yw+}5}wF?gPsTP4L=eFPD@T%@F$1ZRmM-O9G zJ(HI$KErb260lODb7)6^s|yCp7y_*djIz)|b%_zbgwmC5ZFj>;!tR>wE!K~kRiurm zo2eDkw&IbV;EpYOiEwM@-or}|+pn;2q=K1JOc)zhTZyq7i$|^S_T{C3Cn`kg=hmlK zU|5$6Vb^ZAb82m0a4l$nvIqt>DfMq$--vN5hpu0|e52tGD5&KT9u-QY@GVEF9Y2d8 z<7{C{S;JUZge&r@kDNy;$Ee9NX>T}OSyG84({&IkQh@)O_xf;r-rJm)w5wz_&SQ0N7X4Xmq_dY13Ut zT@^i9B;lvyIa1WG9#lD(`l>wQU#ZGtJKSL{z-c!!e1nGXy{_1fr8;FOKB==Q>|+) zEZaj#l&bF*XQid57@{9wl5|Z>w`Cw|4M}F)MLvc^#A{OG z?<1ND*^pEWebr!w#+2JFt4;k?IfOuyS|q)NOm8d?n@*s2cG8_G29TfzgHI}Ldj$wk z15GBA*`EqSX~ZB2l62Ag#tq>fc5Fo_@tq#g zBBEVdrC`hv(ye*#tO`n@I5_ayanS0BX;VZr>rh5Rqsa&zkR>8<*B zf7j}B+m?Wuf~_j{@qqFcq)2oL%hsq>Ady)29@##L!fHx-b5|KI8sm;rUSjf@glD@R zP+-#26RkE47(Nx}6_L=WIuk&WdDC+=w8+{iu(~E;>mk(0kzF&<^NqcPyb>~YFXaj6 zsF|)`YN%Y3T@TS>fwILkNgcani2e@sj-+rnX{TD#O(ew2WEf>F5RZo%Z!w|^4(5w z0YKI@l6iBlEUC~8ffeXNZLSE`(u^smb}+D^M3QG}aZ8;=CPisyJtQQUGq;T_KI%jv z=TZknkxi3HBuxS*vx{O3w~-esj-<)^>eCP6{A$r94Y_QfOrFx+DnEFv?G0&x(fC`5 z@ho2u_$A71l_@4$WH%5zD^Am^Bn2HSobV6%TkaDDDBiZ{x+79Tg+ts_8}eI{6hV(^ zr56bKrVT(##Gpo#Pqer>l_1fUXy|eE5|NneJn6)&1n*If<3`!Ntm)~a}9M-AcGghLS%(3-Ofl$lsa0(Aub6y)gB zN=s^^H-BUvy}Gz09PSl<8&eG7>FmkKW6G@DzQV(cN5iegx`&A) z`>DmYvP-7Q>sFja!cc%h3WU_}NDQyyu-j=*d91JpT3byw+NH#-kvbiwrebZ2q(Y8q z*IJoc2*F!9Q&u;&;3)}EP#e^XG~PdU&~*h#3KOMt722S(loX{=*IG!iX|RBX^(R;r zcV;dWus6iFj^TK9qo^IC(u|=ZIiC?xFfJ~zQB!z@wc8|)>wpCb@c>n>F2immDPMR5 z=^Uz|tRbZdI(dqlc3kaAIExtNrS2w#veT(SaCg=|cD*mQ!1Q*v>NWml7*)-PYiLLCV1T zO;9XYr8||9ufDhc0I{-125};X{iALp`HoYE;pCbB0L4^wW{Ai;PjwQ6o}P*g(FQlrR& zP_Az<_6Yb*+e{U0m@8jkHJsv-!AYrd%vbG1wi^vx6!v;2DwH&+IIp9NJWlPKtJ}wv z<6sCv%n%I0kz2ut;Hvq!t*X2sbN>JhHs&dVqg7&ds06?&&8hZM+?ND6Y49c7$h34s zg{C{gt3$Y&5F2U6lGyr91Nth^-C^%ATyFKHwM){BU{{Rt9Vb;G0bg4xlruA@>%cUyu{{V$u0D%pox_~y0 zwe>x>Lrb@Gzv7)#RIS#WUlNk$O?ixcztt>ona?)oEs^}ip)OxssnvpY&~F2!U0Gq^ z5CUZLsT@Ct=17qf;aXdJ0@_Ro^;gSvT~@DCt1VqwT%_%{<+HO#OBh58D`qWw&P3I% zz9DXdlq>Eu%J9{=y-5ekrP^Ss%mDyS>gimq+1I*J!bIDARh+%hKoy zrtSD@=}OQg2;^2`eOuLl;dBkI{{Z&CzP-+q?ALVaW4;;=zI7k!(e3o#X1m8z4fW+2cMvwyd8~TQ&DHcz{{S(jmT;d*Isajitql8D=1I*RjZQ-UBy{xxJkjbfTDf~f+f zriCV`juJw3qbbv2Pn3{3QdF4Ul4MyGX&mB^up(w^Ly^<&sOuf-C1`=85j76uNgs_& zbNDF(*HLav4S}fNl9#h7aS1J)quW^Qbtza}Zk~0qzYx(*ZEGct1eRPt04RtabyBoq z(SgL11gH`^cvKY;h_FynJ`~uHcFZc%8cLEN^A(;_mdn9tB`QgfYu)U<*X~l5jNY335?i4!5{u#g0CnNo4LR>uq~Ap8~}Y`oU5%l#n+Q%z08|v$)_&o5qw0Gvij+n1TrV>odc5330}9 zFERp#Rm5f{i3RyQOsAT6@+s(>`@|Ui5&$1C#4dB*PjM~wmJ zKpI{O?xyWZ8h1cGI@YBwhyWP|vYaZQmL5zAD+Ya4eubFO3YL>DD$DytAxRKO9SNG4 z9LkcCMpL$xNn)d}apWp;3ZuFNQfb}|6|AAxi7QT30Z*lA%ic3kN|l&M6t@0;#)hqA zr0I`c{!x;I&tDi7kK(ryFy>e%M_x?%R-+PeO|)QgBTjXU;`E0cutRCf2{L(;mD#3GMeYsFads zux&)n+uAboWoJp+D4wuF5twaLEf4N+m;h7v2}rj|-@>#~ODw^)n<_BdRSVRtDQN*y z0YrV(XNd*4?1d{sq#dcOIR5KNNE#lME%JeMQf5J@Y$Fx6%Ec=ElL&B$>H(*%FL7Y< z5b zUw}LIgY{6y)RbN}+h#~?5)Rs$tcB(z00^w*EsmMG(v<%I3odQ(3wwuKM_^E*U}jZZ zzL*6(#`TxOmD^u3f;G%0wD&-Qp`SLo#SUqrR3`^a!Fot>U9FN7bRd-ZYAdDw$2P)v z0~&i-cNT3U#3i%uS2OgQGTvc{JgwAyt2Nd=12UF97Bu0IZm|~^zWGL3tA%VKXIm#l zLPumMDk2Cm&XnB7w3i4ZL8gwcp_KHS=_TJsxSkP)+hEohfWNdCD=!^T3yMgHAHgS6 z?5NkCnyv8bLiQ!X$1zY!8)f96tR874Ca66xTQQINdcbfu>l+l%1eaE}_;amAg@&88Uc9;;)O zZ94F9`N#s3#EWT*1zfE;@+~O<7$$vH&Oc+TkAB#(TTH9$RcNPFqo4*ft)HZe$Lu&d z?(u~~h`V6`YjQ71+#Q)O+x8TUP1^^sd_gL0MLC1$DKY%ogy*EZF5>AH zY~Ytj3veVY#Wth9@)KE9u+hguu1F3^R1SS>B>Ky5xKbmtc2PbDN|hgTmwWJfdhw=N z!W82mDM2v|6C4DLSb0J~f=A(>ogYQ$`nyTtj$MXiv^@;7IbUYlppC9z3^p+To@jY__bV zq!Gv%n#Vagt4KRI^%G8+X~U&Gy3$M%o$5ytGGU07DMvsm7Y`*X!~#@c6f4^rRom<+ zh8}gL1eBK=Bxt0`8HcPLd@I!L9kN}^td4|TCzkw1D>9S%FYH98vJ9ucBG%D1OfFP) zaE%H70O#-&?+#&$ytz)A116bymAPoAh9;wewZPSX| z2>$>K783ftU(K=f+6_IgpC#TGhNTEfat#Mcx90xRbf zlV`4yTp99&p#0Glbzx?f6P?6@zC(Ea`eMm|tU#3}QqZ4YFVpO-_Zee$qWIc;IS4~S z6rA6k&u?e8zQ?p_X!hQL_ibqIlXa&T#rbdEzFyxveP3$Q(CvK#?)vfFCidy4#rbdE zzuV`HnmbjP47xvYRo|kU>QPpTaN2~t;H$~ybS;xx#ye>YRn6w;E zh4D0@%Z0h1Pytzym%w?0?5)=fab>vCsLKL5x1evW<4+XXi*NF4M;zv@@>itxLI#GfSvq2Er-@z$xEaoZusns8=f|epL=C=uIoh zLx`xH+QF=@ETh^eYEN3xVnn4UIf8Tsv$&9-W|Z!X9JeDSjDV*JCP*61X0C*+o>i&F z5df8LYc+P+i5f**YOKZJP8)KIcT|@IwBUsZnr``m#nRCbnUwi*rc861nxLDkJ3hUw zxPt?9^7ej%*1o5r)t7SZ(�bXzzpcpBi8CzHJyvp*_paANvqU(t=~H2^2T4 zn>G$AMX4FJF;SwOWaUuSfjpf%fNsLtO{(1q?A~m)L4pQ{Ukxj)VyaV)IIX2b#Mhqi zTh-XVZ*ty>LerQ`W*LQd+m}@9A;pjbi4GoniL7RyBZmY9rAkRDN}zM;On`H5r5muL zDN#PEZWgUIj|#>yr#@%UhRi`RR3fjn6n~E%en1W)myh>vd!<$kGH7Y}7N+K`-n6A4mduhgrtehZno?9?MILnp5C(#x z;)_tVDh6dhYgx%Q&0MZ23|oMP0u!hl>GzckMv)zAGbR~K)32FsCInWIq^X&tkj4(; z8@mPs0Ai#%v+%Oufhw4dDi#=%@T8RNHK|UO8;qx|M4NmQZ*3ACcq$Tfo^>?}LCO~g z%BtN=x|tK@Q`%6Jj&-7mQ0L+@oOgIF@l-T{l!V8sszx;08SKit@x4vsdsl98aHhoe zV5M4ftj)$9bQhy)*TSL3EtK_V2{!{z!8gY1h*%2L10)_|w-+uHsZt|dYX|7=$?JS? zws|EaAmyI1TYHh+QIWRuLs3eHq}-EoFy50C6?umM03z6#^IEI3dJ}9T(JmA@uIc6L z{BkRa`bAn*bzqUYEtD1gH5%@oi&7c%VZ+JL6|&;U9Oc!)q_F~E{{YR&unW_ALyiy! zodgjS7GX(&GN3o{s#JBigNph^;udhv*%x(wl7ii_ZG{=r_pv+q#cR08wZyzA^_9Dz zHuLCo>#{`6cF}?0cPLBOm_8SEagYw(+eXyk9EM_|vKd_O0wnZU{jT;o4+sYG0*wcAOJ%%2Szt7+SAxK}Ke} zF~Kn0F5UO6?Ac{*Kv75<{ne7j?Gt*__O1d_wE{roYAME(WzyQx#hh)sL^+FF7YdTk z&2ujEIvVHrgKi@7WAN6gI5V!5=hJm@&4**&H=$)0K04!xy(w;l6{qOs=>=1 zo=lb$xR(db za<_s+p$9gcfSoHP?sUphNl}&bmx)mnFY?!L@!ZQ z}v}o7!|QeMb~d|paTg&VU!WFM@@7+W15X)czH@jA{;>> zNkJfk1ahCgwU^E!+SbjM(sOodQ^bgc6Cg*Hl6qIu^pg9JWY_9H*R0l*f9YQqrG0)F z{%*cltCp%>+5W^PEP=Zcp{cFs4O^%>hR{#wtd1vMvG|)lchYgtm_2SyEZ3N6=vP4N=I~5csp#)Fy2DpDT1YMT(c12>$|I$Z(Lbh zj;O6?ENV=e?AW!xWV9>@NfDsZYdrOtZO-WKa?-xPyzZZ6=x3++R^YiE8#f zigElaa)0%Id^0P;ycuDM;bl%;x{K5mCnT6uY+%zTr>^9h z(m#eZfZaE0)!HsuS^-MZl?m5)G-^djS|K?scsecu@VdiER4o~bV2#I5zOy$rfi7lB zMx84~!|fX^2?}271;`|G*bh`yTjQ4IzN_sY`F#&V3H~Jqe)RU&^!$&y`%avDcR{78 z_|zMI^!C^Ee?jaWN(U;=hPAk3iYNmy$~LUF7Lun1kR}akteeOPjRkzJ`#vtciy%&2 zW}11(8;U~S4X3okV=)6J!!d82S}b@fvUZ<(w@w&>5pA!F0s}VAO$Wt<^WYY zyjE@0Ql%qau~m4sXS%sY;ci6Asuj}78Yost9ALu14yi4kQg`ywlyT;sZc_4Rr0ZEW zmm%seC5AANU}gq2G0L+Tno4AXNFpj**so{`O2%%LTXk{>B%NwpACeT4C^06CN~HCg z&tIkq={~yEVoOSzF%wyQP!M$Ut4UEauLVlX6RkxP~R4Zu9@s^TxiG%I!Wcr?xu+Is~ln; zZrIOu8xzqUB&+Z%Os^AyG~bDBOQ&s-~}2JR_0vDrk=M1qxycg&h?D9U65sno>1T6al5e)Rfq= zkWOs9?K#zhP9Y`%B-L{TC_qRW0li3Uck@K_tnHWM1;v`+YxmUl+$W$O6;Q&=r;r}n zu|keOG#2b*kPUy1BY)<;T{Q zc3@=)Y$iRGU3J9nwQ{zWrjoQ6GJqq)ZD@%1MI%b3g5W6zdeoL2?@1F`Hh8dw0;gD+ z)>4=rsHRm+M{oW@LwN^MyxOe6v2QE?1%&5PF= za@oZcDkrr9fArC(91Ntd&IcjGGwjSGU-lb_s8A0W>O1)g8LA_Stc&(+| z#Ww6Zg$`w4{sO77yh`+AuP{QU<1JHv=*PB%~f`Fh{bNoE>-WZLKcKnMqrUl#ND1r`=A!cETGu-wD&2 z7q8u1<=412+4pU)IN6J9wvI<_+__p*g?NJ9BI@^pZEb_DamE;glL;g?n=#%F@J{ND7}K?jN&YyftK6SN<aUP;eop->UQ6o~=pPHFW>k2Q)W^73x<^_COj%D#^ofX zO{*{CR_pk6pLN#M5)5~Qr){VE=_|WR(*=+WYX+-V>~~(iE|tepFNT``0DAsSldtwG zuf6>%j;vn}GGFf3@@&t#Qs;Hn&zw|O@C-i?d8d@yh*N4Aj$@T+=9uN@S|twEaF+Ev zfSPn$IFx2uN=G4GJwMsqKHXhMcGO8M>{*lfeLd>_tCOdv`!k{2YpL$@Ni6JHl)hh2 zdcUgVg?OColun0w&s_u};I@)9FilCJ z;ePy|JKp=Yr*-P()J<1}y_bdi@><}w(zr;}YHLqzZbAVgN~ht*Ky^wRL~B|#1CvVg z;U(nq5>1pi;`<>WjVm3DVhdho<3Kr8*B0L;8YJdkc+l2SggtchfhtmfiRVcv&Q%g6 z2RS7lB}(kC@fXd#n`>~9nkGEtodsWEyc=U{Y#+w%yF!w4B`#!W1E7RB^h+P}Sh21MTA2mA!&p}^nE|;O~T50uh^>y04zv++H-Tt@oS$}Ij zi?)57(~sXF>vauY&-BOI{om_;$z{uS>w+y$!PeFuqSyjOw`+AQkIOm!6h0L3_U%6l}j;*@oS7$fei-`c(Z01l^3 zrsM5j@1N*lFSd?X9bS`3!`pA^n``+Qt|Z~iPXcUQ7gKj>m=4tmDJa|LCs+jN44+hi zRO01INCjF~TC>Co6qfFt3I{;4Ak6cPBiXfM_|JvWWWR^lC4GyEQE?y$Xp^Ky$<{n0 zeQQ3ywRF8lPWtZJ+k*U2e8>5_U$52Xxx1%g==J(pcOKB&(_e}Y@k9Bx*Xvn!^H|G= z$m(jR5pq&ViL1M-ZsFKOn$KSAB$E~M7vT8&E0j#@M0TTGO(cO-fUs&_!5m2>sg=q= zcK z&=h+etLBY|5Nm(H_t`BNc}rJn%ehF;0HBVQ&r)^XwHy-rZQkWjlsF1iuUZnWWy;gjX!n+5Z5Mvmfj3Xsg91^ zxjHE*G3=U;!081SPh`osBB<^erwpB`RYhLHry z3G>#dw(w_hMa9sFfzptL_K~cb7`y@uM02CU(jHMGP?4#kk|NcbE*d~ZrP8v2-b$uC z59+Kn`iij^%*?FT_Xm?441Uae+jymsqcMDbS799KGr4zs)pDA zNx$bh7g7a!)2qEd@AwHmrc2wMD_W6F)1g+S`S2egsjCY}Cy!;@K?qvj>G$h?E>_0c ztty%2o&Km^*Sm|(J~jvw8&UY-rpsNGfUl__cAv4?cZ_>X)&y1hWJMbdN!MjNC1!B7 z^bB+)JD5ogM|>vi{;ia(a@Sl4!B=6EhkA*QZgb7c7!4@TYBIMq@0Yu{j0@%Ud6*(S zT|1Z9fwf?1nDNXoD-`kB38O#7>v}|}f>oKJ`1wy8FRQ1YGQIYn>VA@&{4Y-e&U}wA zaF30&nccwojcciDq^8Nt`XQY~P}>Y)a?_a4@L_=7|Rx@@1K% zrLn3AhQweC=lFzz%g^-Vx}wn=dhHw5`ZEa#aS&G(Ol`q~p$l0Aa~m0`b!3s9$YEvZ z!u*;dI%+`}1D(B#Bc{ia02u(_KQ`nET2c=F612y)FVRUR!HU6IW(M#83l6lFjlzQN6Pm3sHz~WO-KB0G7j%sT@E5iU!R? z?lz(;6yjPr_eqUnw64}7LjE~QkPEKLB3M_uvN(55uo4pBp@a1nb7f4Xw`8;FrixX#=C0G9etW3HhDkQ~LDuvR)nTHvsRYoe*cpvD2b%pk4#Wc-(oeH%N zoN+ygt6|#JAODpcS+NH0x=Ft&g#Qu3glRJMO??vZ%A(!M{pUY3(KxN+0SNk0t=Oh+ z6tG6BE705bujxGcweYjrv!~i^Ira}kE7U9WNI7_U*6q=o_NRDcf~t_nYObt}J1lEX?B+y*^Q+tdfB`{Q$1L>^z7W1!i8;aDqG>LC{4e-YR#m*S1fqE)fi4eC%DlHyg; zxMjB($Kg{CThg4v-SheEOFEkk@s(JT_#L`Fz5smk`;pGU-(r`P%S5l{Yp)tshW8=A z+NRkr&$92KfvwFK9#_f0u!PgDU#8XbzwUWpo@f5M&HNXusb4M=M_<%w4m5dh_7`&T zYV1a`#9d7LFr%Ts>CR=!+4K4qy_OfN1 z|9#C#;>QGBrEr+8@!vmxyc#*Ct=>;z+xG>Fc0XU5ehsZyw63}=-CJtkA2N2^*8dOC z66PoVaaVhcFv?-U@!KMRE)@McxS2gvEN{6xlvxQ*Lb7z;~*fXa2(Tk}ciz05IBXGoHB4XWTx^0{1>he}lJvt~Ydj`|+x zZ~L9Alcy=625lEb&i;<#_SMoo(4m|4v#}}8XHT9?#;4qFwgoLraMGBpJR<&8;uTWI z8dg==fe%pUp0PIvd1ah!*W+0gWmtDN{8W`%Yeht8^lw4eI)2eu;Z%}iYi{FGKY$g0 zJ3AK3p~fs6-_4{qe)M@`la_P<oK}h0RLEiP(-2h(4>ts)Bg@+ZBr#*!|NIP75x8>XX~0EZBPe; zuqGYEj*5=eAAov5&*CeSK!Z+19A}8L;27lx0hW(g8IsOtvuQ%u=X2E^$XNvm%ZZ<1 z29Y1_My6q;=~{(9d*%F1Gr`u+_&~s8n(rk`U!J6pJ#5%Bz`cwap3jR?1*je9!fqn~ zZ1>3!Cg19$R4qCbUGC?W{Nm6i9~HF{kzysJ=S8;2Bnr0=UtU;`%htK9WngSVOMb7_}qK9+XSRdr9T0O-f7&@2koDtw@~PTJoUpPYWOnB`LnmQYH`=A;?pE)n_PUa$U-}1(58wj-^Tw!74_s>m;59{NZLU#& z-!Ns0;ty)?pegfC$2~5S`0VECJ_WChW&`Neorc+N!IRrQR5}Jyi-|G>+v-@-)*>)qpMBB?o z-}UUQy!KS9kkGu!pS8SbWlNCy^9gQoMBrhnsG<9CvRZI15DTt$nk~-p>(%Q$H~F5# ziMa)mZYT|qSG%8LET^R&{hHB@U33@-_}w{W-{3rdPxvU-x$a~2_X zIPmCO+9*jrs}+CYU-KdoZ0Jv31{HeBG``6eqxsH+#l7zQwfTD_v|10k6+sXltw56$ z@E9Ijj-2T5eEiQV>Qaud-i+Wr%IN%?N(b}bg2%Kw{QuO3vG-kJHC(HspYqDS-M+qZ z{_m`O3g8i~QjO}Iu-l_x@&}PsDm}xawB=6fo@H`J>ubJh zCV?YpPpe;o$4TD-t|_x|^DGY$wOldZt(iSfpUKx#PY&&YW7$yKwNpH5+h!t)bD$XR z^A=AL3zL z*bbZzsJvwO50ooxYX!4=il8 z>Z+O9x4+8q+S?9u{RmB30&nfOa9yz#>HeZ$y}c?RQMsT~TRj2J;e}2eZa}J81~}R= zy0m1WnlHj#y6k7>L%j^zT=pFwJ6#wqKVI%T{8#gBIpFO(1^34|2(h3EWgDS<{)i&%|aCXR}H9{C#dKgA!r;MjnqJxtn1?{F=oFyDZ@#pv*lz z>)36dcrv~)&!0bFE*CVM$9Au)6}xhh%RlLGYCWA5DG62?$cjGhXm8i({M%EEd)ddd zsyEpQJRZlGS<@a&?sU7CWYi%_v)0#5es^A)Ap7+M1+*00*v>;U)k7;PW{*PQ6)4K% zyxE)`NA0zTx1nYkq{)p@NW5gGbh?0<~sW3TPXac#+2G3H4ySVqAbgWGD_qt z*YtB4sg5)>nzd&6qZpMSeVT&AEq)|*eXKa$tD8jaht9H%opl`FJzSS#Sh3RFZ0~;i zxat3;A``3jttgXKCg(r}qL8A8ZW}8Wr#yeKtW5t=ZXc_sk>n`Czo4-b zO#4?v1ZqyyglLWSW|>)Jc3^~#ScPquY|jU-_8v!+SbAlWyq~+JhR<03|ADx&^+}U} zrCTa{gb!!hAscek?SXtf%JzCF{>X*&TpJDLm|+yIJTD;vzzuW}f{@9PnnZbnpXkwt zqGTqm2}U!X%@O$NW{LtcG{KQf`zc48VBsu)V?NX%vW-k zWh%;NF-)zvtUfaZ7uUpQrB7E(c%j=i`rD_ zT$-_&lh4kP+j6B+xv6g;NgFF2fgAHSB<%uSeKv^3j|B6(aBf4K$WQp^H_d3NoN0|S z{xg*8p(=k-EchU>pW1w_uI80vnuj}kmI6+84skttagTZ%4uyUtFFUTBY*wT!Ll|dx z0zhydpzZB~mPAnbb`v+M57m}eg>Y6E>e^{*=Y z+B+LiG^gvi|1SED2Ufvwzp5yzzcnfJcA`+Qu;xVBIGCo<>?vF@_pLXP4*3npTBDrW zm*tqNfOq;E+wg_l(5duRx?n69ho;Rt+qYToJskcX5JLCa_S`C9Coi%pvAXeo);?d( zZ+>Q7f2rr(saC}QxbzJ@@xdkyj>Ip&;)Uv`Wtpnyh)otBLjSfpc=UJrj>09C(j8^j z_(bAmSKu@QvenP

&6W7geTQ4_yjd>L)@9&rZ>A%)m>VkB{$t%KZBuAh2n708d*0 z{Xtkk3jhSE%U~j(@{gW<>GoslKLRx+TPWvvC(ayIz4&WN@6KAyYRhmB9+frnA7IAl zNDMjZmkUhMcdlcM`ZEjVDfkOke6n&7RhIGqFISpxyVaHJNw%;gqUaL>Ps|jIQ#ucU z>du2Al_4#^)W0wwQ8jrg8tp_eP1uh9eL5LoyrBXil3bXBRk~d2Jr|&7W|x9LC5mm~ zFS&@t?iZq7?hH73$6V+?z=LS%ok;{_w5<8oNp^Ej%DwxY9P?^)|Jcro+~7stq42*7 zA5%;J1FU3SVOz#F#lO8TU)TKI*WCe4FXf>ta#%!w59W(ML(nika)x8b7#;g*g+8D@ z!~1s{tah4zL%)5D&WDng?Wt!M5jQYO9s*fN+Rg{VkVNHDL>}KW#o+y@=@Xzl>Xo4a zf1sl*>+ahoS^j^vDmENl4Lw$|}+`5A+j56Ei zYrKB)u<=|)e^N;=VzPK6C8u^40J@lJ;r#N+$3^rZqhm3L1&O6WX~MjAf-Il~^gC(r zZG3#5PY&#|U(gOxH<d9}-%%M;O89rflq%yu}gw}fUY*08CIQUe& z&;SFz6XyL4^qO<9)ilpFKj&+By4l7(kYg+(+8!ENbdZ(YvuiPXvF`$;c#m%Pwg;Nr zBwyC89Bqz*+?aRMz;O+HulUqO$4tgYY<-eAGx;WU`LjaLs?T&z|AnE*ud}kX!^bYc zYYRS8*DsRC!wv5%R144d3H5wBha2@XJBmdF548ktViadh;Vhtpdi{UZMla6(Sjjxz zsDHe0QTYB!3hfn^qfKQ04{&?s^V|5pqwoEga=MF{knPjBnpQoEf(ayvgCW2xakX(w zT(lM(llcpEi-GjslP&m96Sxn^tOH28SbN(MU^Rf4Tgcw|oAWX3%6aUU^}*~fv8NWK z!kx`eA=s14CiDJQvTQ76I;E>@^|*#W_7i-rWXr?o3V|Nm$-;NYXqSDHaEXi^wlvz) zQ9bktuz6yMz^DO=u3t4=e|C!FiLSMk%Vd6T0=4eYzQ(6r;JF^85YK5p;2GcyUp{6( z`K8yrxntF}>B-VxJHJujxwGyi1-%YIfMWBe(iwMB{{^hE3Oup5d>dCJS3!8y4aFSh z4%80NSARX%Rbb*^>FWBhZuMyHteppX@KpaiN+m7_`tc$T@AWyb%&+21-?#oC&bjn( z)cX4$CQq>$63>0ws^m+g7@e92MD6dKpxRH9tTS?K326`2rbj|t^q_t)Cj~i8B7IXK zXFkpe3I~h!iOucG8(C2GG@TVw$b0Ws-?$G=7A9`bvZ^B=nWhAX29}`j?N=nU2M*kA ze6%o5bYR%;1-yrnjF%8EI+T_%1q@Vr!3P9ys+GmstPaY1pnI-mFO~1xnd!)y`C4^1 zGsEC{XoWr0ia?lIC=i|ViFP6ru3eY;&^2%NQ#<^nUTSl54KtJvQaE;Jpo_KA3dH8? z1A)bLzYD`7+SgbMOvCztl35sZIO~DgzS3>HWx?Z{592ME{sX|%dW{G+b-XJaBlEMY zvCFN5jMr3rH|e$%@6h1ordWn@7o)Fy+83@H0x0-~>NMmaB`WQ%{geLyi;u74UPK-t zKkMdjI(dN+CTNm}HX66@r1zn!v|8OoFy`Y&<2}{)W&)6OyP9v76QzlTC?jA2cuTJQ zr9qEBSusXKT(Cky59?ob<3Kg`o`JV^t}6cll}8WF*qAI2-$kNzmYx zNz@0Cz)BrzsT95@xvsqVVRaaA3fnR7uV_*v4}+&OBXIt^5cJJYTt1lL=g(0=5nJPU z{JIBF=sBl8s@%a(T6%FABv+CT+;!|fOPOI3y7rxX0r-pFpdbe1BxXi!6N;ri%VWrJTEdzQKT1VW|5KxvzyH&fdlnzO>dXg60#y9JG~c1& zyK-&j`B90(dAo7uP_x9tW>RgpTfh)mv51oPEMUEQ?QDqr)oYt%#Ngw9N?YnJ=Urjz>}Vw%@=D1ii(=?%EdkMb)CBNGQ)_3UE`ovy)xZ;E@+ zR9oQvi0a@O!(Qc^0$bHX+;D5yb(#Izs>BFu^U)L#PBB%+`W1~$<)ryUe={3-D7inom; zn7*IUb$`42%Jac#R{g}?`e@UGtM`WD0v^RW)t2mwerl~hvs;2Xr%keS_?qw16^lqJ z;4e6SIeT7;{*Da?HtKRj<_rI+mi2L=V~EkmcxDvz1ep4!GsEp%1@4xNSkt%Oe;!~P zL{K2qCeCV+PVh_Xrr-{Du^V(ciW7D|NU-s0(IC*Th&p3x!W8|9OMr8o;EmwtD->8C!>7ul?Dq-MPp4ZYxyf+9w4AHF_y8c z1~FnbMowx)7rh4S((SM@pY%}&9_aWC0_7tphN_S1`ltl_o+LTSKQcP`vESPJLTeOG zTqyzJCJU4UZp8Zlx|NGd3uo+WpjF|}Hq!5VtsJpV0bcPq_&O!v(Na7$k60`GJY9{? z*~1N#A2c#ixr{{y(sO^|loslyy|;IO3eimw{CKOP(Z2&1Q_%#;;M|3HvaGpac?#Sl z_q@n{4^aGGTCG4mw=1?pn;=Ai5XzeyEuL8^-hS8k9XgB~5=O|IL983gdEG&^Y#vqe z6bs405IEt}DvRaW&QbUA$(w|n>DR|$HUB|Sl;|{%bExXY}N-`XI4fo# z=d~OeqcWgrZWmEEqK+j%9Zsb!;PY@FkJS9_pxKl@ic~8^MQ;>Rv~`9)YlpG8`EMk` z$!%{KpK?I!64VqUH(V7D$sJf^#DQ6XX^M79Jp*+ngA-k~O3`$%NWguk7R#Rp`|^?Q z+-gw#Q8yyOY?BsYdj7BUC2KpSFjH&G`=HIZ@80xUT$lk*?SRku1%b0Bn68R+qM3Hs zmu)uhRC=PuD{5dQ#joZm!tv8T_oA*VPOtyrT}&xEoZW+zE{8ZyQf1mM`u+nPvY|A{ zWwuQ$?MyFyhBm?{|F;mW5^y+_IZ!8Y!Lv1b2r<8BDM)L?l`O5&(xK+9%`fCCRS;uV zd`29N0@~@><*w{K;c2$%2!{h!LJf4S&Lh=|xl|Kw&Xbi`gtBM>!&KKI1x`hooo+#V zfPfDQx{Q?U(v7Oh(_lJitB#9{4iiPK#vlOkypK$Zk`4M7{B6`|G?O~7C-uWyP)giS zak#Zs0bdT2m&_Que~QD!Jn?lQ{WeWl*|K@^_11U&OEB z=u%8KU%85ldZa@0*{ zj0@=c8$_ID*vOwO6Lb|f)met2jZWi?T)9|=+jRTDH+;YumE4`lq2Acpz$na#tFB#u z^zyj~SYFGPS(W9x89&9Ud`Dz0^Nx=Jb!;E)6{ja zgRKs0iCu1?@5MQFo?t+Q$M}6N^qN2d>w4P_b#}FnWVmwLDRy%Ix}HLY0jEfz1nwu z&-fZ~ovhD9r^2q5B4|QBq zw7h(3s#55A5Z8{gM&`)5Dg90Hm$8>yF8igqDW{)OR#re!re#OjXbkL2deAIvQvZ3b; z{IC%^9$IYTQS}9ql`8KZD`eE2+Zy~UOw=5&U*eEr=mwV(6Qu79-5^>>SF48^gi zZ8m~mx-Zn%wXhq8g&G6AxT-RlyEU62LG7$G%KO;MJ21qWKTlAU8-KFB!G^4IGK@C{ zqsYc_XST@LM8nQ3Ik#NyaNwAwkOfF#h{AXWgs^{Y`eod4Qj?B>ns^{K*;<=hew(mj zqqEf5V-m4cbkdF;pQhS9|2>e(SY6JjcGoH2ywQz$7tdU6s%i)~(%!2>478V}q_3PC zIAd=~S_#p1O-|o8CTdqSt1+$=oasTVU*k$wE z^ZLBW?JmUD+satpuiSK6Bu3SwnJ>?tV_8w{m9~k_-F$hD_i0{8`Ew11jJ5PN8OUp^ z_dj4H3P^zxYT2qcR3R#;566lb$1z{?_?%h-+k`ar@Rg|yr!JN+30L^IHhVw)HeXnP z49DI#5+s)!`CAm1qb5l)j+ff17SGc63R@bHa(&@hf;p-Ro~`-K+w~=2%bBaH^CYgQ zO;n}uV@Ix1TCBkbLC_$mHOr+8I@BlICq4o6{D|XGhcBsX#~2Zt0T_TgGZozrficAe zn%wr0FLGm?(Ek9<;*XnACg)MosK@VVu7WqC!Y@m&UC2bq6mmTUmfF9nHR+mlvc*ui;+B$()7?;oRJU^p z`4##)l{xin5Y`gX3@p8*CX!OEZ;Bvlp zi6v>|9Vb+u-D{uUgsFhEsU(QXj#T5mda) zdQl-5&q_g=Gzei4cNjxxYmNCR(0!?M%6cR5f2$5|{}L&mX5U!?xxxa`+_ zz>x=y4qV;Hrb-_yVHt7legNB$;R`J^DT4M;!q2&gmh^Ep;}c2|)F)a?*)r&9{z{_! znqCyPh>Q*Tz)$u8m<$4utjN-FVci2D1NG7aPe^KNs(w{I>TM&u?7rB_)E4uk)tawu zEf4b~i2kSetiWFmlSVR%h`XVk4(&~nB*B=t?c?mV_y)rmpQi)3Sk4gTEN74lT|}zI z{1}sNC~sEyi(}a|YZhJ=@_iWr)J|nRB1hxo?FIB^4>_(Ewim8OZ7nV1!KybVx z)-I#86w4+-Z-y+DXF3+2I>yZcx4I&-Akh+ z)**A7Uj<16;&q&lrHdvWSGBbp@a9LAtnFC#vY@%S-(|=0HvLGKKDj5dub`~+s}8UH z77cYBxMF>^9lqDr|MpCF;CGM{^Bb_2rAm0m+@U9HvrY=8E8Rq4&KejJ&tZUa;ykQ8 zu11Z_GSx#aJVM2+3w@{Ol3$kYRm9~@6Y#uS%(T-4!B1V;qpZBz1p;V@L7`TPI8I#s z58JH{ICJMEVj2?%>?2d0hOJH_MIzxUmQ?;^1))J)+3j-|*J~ z5Gz1@Kbb%|AAa7FxE!x2UAuJ(WV4Ge@aWZugb(q3wYmNJo*iF-Hg^8{+w<<_i*c*v zO5$Ze>odxnTYOjW;s-+0Wx57!iv8xx?QT7a6##%R64Y}! z@9UB3cn^^1wMw>Y5&D)ts9<9ajg5V#mJ}b~s=EnYKwBl>K%h@Q4;8d2rwp6Qmmg$2 zx+cE(xTk*5*xN?eQ3qT2u52@auBo-7p;?6-TU$H<^$R(g6$o%_ccM6iR0`yxt{F%(NVll8Bn`$)xcqv&hPecZk(5 zuKExBf;_V$fRwj5ss_Erj!N>Yrw(?^4_+F#F7vmIzKNoJ_!}v0$whSZMRm_qKUodo zC>Lj5A=>kD4*v(BuKDKqF4l=IbF^Wv!$*iODwAIyvJC9jb^Tu5WRwVt%=~49UuW4j zrJJZWWW#X4yBvr%Om9#YYajr!A&>I_ZtRUDW2#rcea2xrh*3Yw#0aT2Mug?OHus;Z ze}zr+#LaibZ;70I_~ViKKhWX-DwrqLsq+5;^k0A87Wv<1>%^K6bRFoF2odg>l19F} zi>F!8rWVS&qtXl@{6<6t!x;mn5YdvXz-l2gc7;r$`7!{S9s)`FG{@_EOQG3n)5U>R zK2IBW58_ZGLejf)g!#Bn7*N7*y$Y6qk5UG&P#X+Qud8lwRy!5JSA1xH zP+pOji`;3>)lD=_Eju&H%@n&4D}<;hpkm?~XJ|3YcOBLds|}T!Mx{zV-kSW)Jr!03 zH@PLyiA2=LqupyY;Q*D+8o5pWC!VK?yA6*uh0#8WS9{2`z^#uHoc_5mq(|7NUfo*d^xr;?3vl`EzeK#>76^E1q z*r}yPoSp$jC`)eH*|0asJBqkPY z2O$p|xw`2g4EqEzb3MNbahBZOz?1S*u6`$_{T%YnFK}3ex+}uGjj=FfUk(7wWi^m{ zq0|v))kY}rWw(cjSbds@-x8~u98`WY(NeCdKQQd#$oygm()!K;@>u6krsE7{C;q$T z&Ijonu^Mw92lkJPNAsPSB`y8-Q~!LYkGFGCJ#@WBny+jLI$L@3fFE_T?@S@ThyLL@ zbBvOmn^YxkIn`;H!Z&aHw6K+ZW*d$}Bh&bb1CqAdOPS|66D%tMrY<%6Db8Zg^wE-; zD_3zWALs8TFDF;b!#P@7=`0gxQ!@^#lnl1-7_@T;HPQ(vFXEflMasW@dS}v7Npm>O z!ugfraz6$5tyas0M)bbIW_?V3Y?e5)L30wKNN!r>p~F2o;j&^|H+7d?(n}UYba#2d z4MT_%c<3q+CpgorTlHuWvGAx*_T{fkKzrg!cxpiFz>!%`i~fM1+El8|naqdZ9{r0L z*TsW3m@xA40?i}lX6fVnLuTI^FYcaK&ox7lomWL~`!GL$80|Ax?#m>CUf(k;YX0%z z-D@Yv16>J|H*a4TBc69m`wIEuW1}`re!1QLMe*g=6HVUW>uD)v!C%=Q)eTFuvve0% z>&wA)%XMc8m2x9tX(8+Iz0^x1QFX`D3R6_MpP|6knMuINgbrdgX}4jVu`~nP_te zyRi&MlRrAa=hlfkR-<@*XG>NV;=;c{f>H^N!v7wP!PPyXX2kMBN6#G9DwoDMW_3%h`kR*^82mTPY$;N zz-U$;!Z%Hyw&k$?f0}?68oNie^>jXWTnWqF@RuaU{H}v->u3Jol@0x7;q%11RWI!m z244tV{e9ifosoYQKkzH)=8~7_=t7(viJJbAA;0;7$b}KPU{}hf-Ts7r=Ttxr3suYY zx4TZ@eYeui%?+ScXOo$VpA@R<)fMpIi`$5g%M!H3rQ^D8P8(tP64~~kOO0~)v@S@J zMlEsKh2*j6Nl94=36H*CPHO+iy2c^%VFggC?(|&WMDAkJ=9iNlDNM=yzQl)@NYsWw z%>l(|ow5A%595{! zYs#*e)VoQ(!A$Gimj72NxZVu4|6jw9<41LmtlGa$`)kYa;{TxmMg>LYbpO{aP%Ev_ z4f#okVRm6Gu!~sBN&g1+C}o2%3zLz9=jSMFb-!hH>yxkHDWr{VrswT#Yp+YUPEl7F z;HR;;J`js0f-NS(e-?T0f+(ffRWK~WcsGHP4jD-*vZ4@@Pf*MTurYa(d{Knyhfx~F zqQ9rJy~)WL_0omGsdmD>W8H4LH2P{JXx6EVs+RGn%Q}yXOmW@Gy`>zNUdv2DaObIE zMwgrKegr?PyU7M5ggGu3L+dCICeX_zQqnTl%zdRa>BW^YbpA9zM zz4&oJ>f$Vl9KtdTX{YGIv{bd4M)9hDq%@USVRkylNiDG%Rt(M5HmpTv6SBaWBkf-bZSfotOv>Jx4uWPG(=z5I&$*NQ!7TR{!-ZAy1T7{ zjA|$;9(_JqUf_cnM^$97-7^5C6?`MC0vZkAz>}ps9}cH^Ff<6Hc0X3DGl=@9frnPi zpyu*$E!JWjm$l0r37QDJrI{Q2tzAHNQuym&_AA1F0A^b5T9MS(p7{n}r$^FFs@u}n zbROnN&|Q|lVe+53eX}WUu|&AF(Oqg<_3!M0m*I^UFA1kk?OPcxGrXEo4M={(dW(%R zZ)>(3!@u!~;_hY(qNbpuYVH(wR^!lHu|%={FJ_PNkEQ4Nr?GPj)82uIy>!DYjX{2KM1@@4 zeZUfgYj)aY4oZ?%8>E9MP+vd%suXCSH+v1>p`m6;-DurtT(Sl+T;cj!VO6bQVXWX) zYk%D4OCZ11Snp9lPRnsId+f~aoQVkaa88h**!#Z6AV?k`bDff`lT=b*{$e8F^;j8n zPQuFj?NqEm3c6K!)r4d>5r-#iM0FHTn7e7y%(Gf6F}4{ufokI9r=W|$D%{hL3!U~j zmKWLVFXHW5Ws3u4pD4VYtJc&r_*@OkDfAx|k@TLtA9l;7-@+WUqaA>l4F0p%c=XUY zr=d%K**-JEP>h(CWx0I z6Y3eAjs}3rq~ac*3cKq8#AFoEr!@KYvwq#x>Na!EyPI3vf8AbHUp`#z)a(pq_PG+S z{rDeXoAYVsmYaovrNoh8NGh_|gWTZ-=KcJXmjX%n_6UXhpt`KHor2r6O zyhtWkv52;eXD;oJa$@j!%<+Bq(#v#yv@;ZJc!m3XCS*J$B8ut{_Aq86T8gg%bSKHU z;+k>bIERK2L_V(SeDmBX_?iTIs_=TsdV*wl8e{S7=kiba`Iaj-N54Q*h6)v<7_R~+ zO06s8f#;{iI*V61ffJ2dmk86gTiw2$BpoTh6kU?WDamS~>=2)1)p&Elhg6w~xo&UM z56Q2;`S3LbDIkCd#|rRWY+JW@Z~Rn`1h@e32i?-y-zC<=maxU^5!%*SLsIkaBYtOe z^I``Mv@~i+yoj2}{qu#`+S&a8bmQE@D;#mm^Ygy--0jv^27&{*z9Y}r9p6=$%OtH| z#(8=!*anrXnR@SEqwqsC2V2vm_h7SoW}`Sh!2JLlipjv$MkM@;iOut9vq`W{aI!Dq z*&1h;@AQh9TpM?rdN`=14q5c2;89f(Y<_&rd**|%lMmIsqCgaXP|bG+pMuVBNFT-I zz(SZ5u8+z&W9pu3+e^9HmrrOO-98f2XwRY&vXLoxcUGa?Ll=YHdM8pDty;jBFv#%2 z#QxT3!UQ*tjB96Ek8G{N9GzZFVv_#Ehf&(2kiLCq1jLIrm~+YL;~AN8sY!-`c}A*V z-H4lAtB(FP0|PU@lD^$$jsiie$2c3ZBS2)2Lmkk8taM1eie*c{^(pIYE?q>~-dXm> zCTSvSvC7HgdIGIU=N0$z`0L%^rE3cipv2m;!?}!`>Fb(|fTd&VO~CK#X8rXFhOE|~ zf5DW?0e7`>G6;V9Z)nr-?;r}6spujyuMaOPs24Q{^i5~3Mgdr#%1A!cxfo3$368wR z@IZLrBbjZhI^W*?-7Sj+*i10|jeQZ1XY0YanT@@z!cyiXv6DA1Wh*5x)7~$S(z`ni z7EmhQn@kaA5^;sDyf`Yc+jWX!B|m7dDzMKk8Hj++*)EX<$Z>go?` zTyAioKPZY%|1K`1gtP?A>((&#%b)SpxC;w zcw!*0ScKZqgrWO0Z3T~3!eQ~XSXw}`$9xZ&#s3H#^8u2Jivp2JkLeTG=|~Om#c6#Y zU+Hc@7KlfPm#*L|216O8LqX&bB|gNld=c(PmgNo?(Mj4p=XMbh<`vNJFVpXfDx6e; zmY>!tkYn1xRA_x>lWT!GjTQ1)0;O-|zjml#C=zCtsBlXG(=WA0v+yJ(&izT608E0O zWx>^97@5|C-HW9!Pd91$5t-WjQ9m_Hc<*(2c1$HfzEmxj6OQ%k6;yE3Y3FTbtJ$S8 zSV=$Wdvm5}_jE(ZCsqK`(tz=xU%rD>>u6$QmUZs5hI>UPw9v8d! zETkxAMUaoxN#2W%pZTc^LFQ9UB|9XS{Ee7QBar{j?M8LmhzbxW>ptCA?rbi{D?v=^ zs_1JkJ9G3U8-y+g)Jq;xfj+n+zvM#Dvg}NksZ-ojD;*MC-C)k}JnS@{)3hQjc=c46 ztX!v_GXLOL>|j_kK(#*H90aSN%_Y8PDw!f7L^BfW>8{gk}oVm?2 zH$mFcH#Ubr=Hd}KYH&QSrmq2*GLsz48;Wn1)M3c%NK&5@La0B(X8S@7_>K+WTGkDZ zku$sRfO>5AtxPIuC7dFX#LNnBs0A0%+5TL@eXuD|NiB+fGJ*5b7h7ax$Xb~GxoW5_ zw)%)r{BL9F>Sa9V7NSZ6i^HX68W)CwvBs|^(=XQ~AXH=T!Sx=Y4c{e`Ubd`M|HfUL zt$d$foEnx?gfJ*3NYQgji;Snu>E%P4f8{k|Zg7g|D@P#junA_M{sX*Je4CWM8utpR}>x^YNK=J;$oX z()r54+2+Nq=@=6xmk(i1;H_4jhz$Kt#o!JJAgQ*3PY3^_jB`}W!_xRiDJdL)gi^i;ZZ?59 zLos1yrCm*?d%}R=*!#js6qE6F>EsGiQ~qVe*9%6r7#(Tf5Md0bu_mh|M$%AvU0<8x z-So$ME^K^DAE!!4(I$a)tg!5K?WoeG`6Jd{h@Tf_#PuL@W=rM1@LBy0#ya+X+@nW& zMgPcSg<=>ynfvDE`=b8?wBp&eb+ez<-I71a&Ua2ZyiPz}*L09jg(%2!%97#X0Eda4 z5Mz5$GYS#Yx274q_g8p3`)=V0a`=3Dr&NvT$eBc|UhWLjnQUZI+I&jK*FpwxGY}Cp z+tFa+4~AEZebIr8)t%{QeO++%F}DGhNoj18Y8ETm{qxG3)LU2#yxJu-n1!q=8Qp-X z#yS#@D%2hH_B7x(O#yR>hFPM(WtfE+w(=pHe6oKgQw16yC==PG=o(U@B@o**$B#~+!7CBm6288gzx)cq_UBv-x?q>0Yo zS?;-NY+D0qM^$40T4x)K&oWh5myE~?_T7N)f>4%eJp32i({wy^oNQ;lTzVt&VwapB z8LgjR&dMr81S=P+vqsf52xBr8bu(Oz6!yMSF`}`NVE&<35O+ao&)``{VG2-%HEv2k z&>--zIVxfaXTRfoKL!B}CAXER?So`|ONwZNv+^(F@xGhjjEX$MRusHO^4D4x_c0-` z3e2mn4NF{p^vw6BQ0p|a6ZV&+A^%YZKcD^Zgj^16nsY=b4VY2I~rzTOGzZ-*C4n{SGmauY=dox_L8$4sI_9D z45Gv$rl!lF<#UTQy+?+mkl<#6dXtEtBbi`F8}WR4^LC;IMz3)t%rMvgSL9{&3-65M zEL^pD(hm2luJ-s_*ex>Gbui%IvjV8jxC= zO$=21q?q+*GN2WJ4T1QIPO+>}x5YSeGng!m7&KEo7#Pi5%mb0JIh8YKF}*F&>WI?_ zs1Wg71b49ha_&Y*(8QW3*`nD=zlxM$nQWGC^uC+P9{KmBR2DX4GA9!Tg(-)A3YOg5 z_0Vv6KBEdOV^vRsnUF_Hsuo=vs?$9E=^}+{A=1oXiCYRrkp^*78g8&C;iyb40}rYj zd^HTb=JNdsp#X)eOoAk}vm$g+4Pr)%ZrZ{69{HvAF2 z`5(Xsh5QuBVok8V&G1a{m0AghvExF4C?kCs-dMPRa>hNGaT$uNGHk?IAbZJ$FEy^! z!rmFh)FI#?ama(=NvIOZR+9MOAyhI8d?j4m^Fg#6dP029vp-bq&LVBDr+3>3R0UyGf6hDTn8ubL5Vh^IPp%^l0ln5`$81Px+B*q*5Z21YfA~ zM1j9x^T=;9WqmPYlCuX-s)o^)$-@P41Vn9AF4pA{uKFwAEh!WXZEYj~mQWH-Dp9H?kI2l) zNfB_JQe_60?qf+pVaTYfa%O`!F1|}jMtk0D&$8}s_LnJ<6o7kbo(U>T2|xCyqJ`24 z#AG`UqZYAgtSR7TMCDd=d1009!km!A0%6uKfCWTn=7iDildc7(7ef`@Sk;CBnx^94 zYI+xrN{*x0sO@WIB83UxUK^C_!Ix$WXj21#4BPUNcTRX^n!lTvlAym3G-uu#GfLD(sM$sHqrkGM4a2x^G zG0HS6()E-sWTZtT9_IK)QweEpC7#dj3zkLk8feKzF>03cY}j7MGzFc5@Ku9vA#(#s zLQRytC)I0AU}x$OO8UA7QaX!C2p6)Ue~J}8C83Izq9rPe5^IpE~zc(YrE)=<91 zEMNHwBvD|FHCN|;AAhdzJ8SK=f4|>ad!O^2vrhn=ok8q!CHT0wU(~pMAbMj&Qc1J! zipwc>rH_(IT%5qc)U9C|nDcs1VO2;&NEyA=yc8+AMQ5C<)ATgSJ+%}5ExVmmz2P)% z;L%Wcc56|ZbM9;bkFa;WXIZ()f4EmyZ9HH4rb%3DDg4O@zU8O%z*TdC7Z<|yNH)23 zLez=ksx22UzhE3P68a8Rcm-oGnESJff0XL--2LH5Eid0q*j<BA{{wQJ~n6DX0FKzGrcgIR#hwnJbsMR(3lSN%?Y-xhK&PUblMBbXc zZ}4ZVW-$FYm=!#1ih8ofoRJcoxi;9i06{lm!eOi=NcVSG(LDmM}RlW zcAvG^0Go0z?>HJ?#e?6#|B=E>mqp9`MhH{hUIQuq2;~zju)aF>h;hWLO&uTybn*^oRWI# z?P%gE6=%!vt-^Ke3e`p7bz=Qf-XAwqwS|94A zSJ)*BxUANaa3@$JTi-=_6FA|5_W1#&t^(64w;!<>>NWnoBW>Vz^wDGAbl05qu%|PS z2SJJGA86K^`D1mU{_6bGUv0v_#I8jad|&|bRVVO%sR9IHGoX)}z^k>f2yNvKMB-e7k@ z0LR*`|F`}%+i35|v~zskOm=31&zgDLdC78!ERh@Ww)pCBTl+TrQxyozS{%}CZigfz zhoVeqPNW!ilNlc?>CEWSoS3(jefi5llvDi6BUOL+3(^&4*Pj38c*tzzt`4QU^mLr9 zB#F^lYn&?SQW7XVmBI1cL6-0Dg6D|}{iQ&qQolD=yJ?$Y!Zz;O635j|&6qtFl%C=i zPA1wUPe*(%F5X)OswY;@5nA??QWNedW9>Gn5=t}Wl?*a;^mtxcf|)qByaFQ7Yx#IM zD%cYnO?B)b;b6N;iq9e3r48z6i#TSjHym&DqaA09ank^}knXzfzcAVxM z?=ULhdgOMmL8fgw7eRU$-BVGn4#>yYCg?+J&H+E>r`ejOd>d2@SOroduzonfKqjK~ z{;#&_B`nTQBP!5bMWMO?<+3dcdK0J0URcfhiC>1zmS)Nyd`ReQi6it!Iy5~9V}@O+ z&3Mf&wA!6+KU9+1yTYOX zIW}Ua$c>6wG>B8nC9o{*ALEAm+8v>PU--pq-@E$uGxH8&6=?Jb&@%?qfj~Q^&5gyy zZI|3uzW7`(zctuh>Yta+hZly}aRgQ-pPocwT4mPiXiR)OtM5F01!E$2&QY+Zy;Pv{ z*a^Q}Du;-D*4v-BWq-mp

F~lBlj@6pm#NpB$e_l8{@jnJI;z89@`piq0$%XTlyR z9jDrx*ohi`r_@f}z?c(Q+{~N)HE32LSQ5mwr^@}YD$s(cBvDOAekD(;E%ME4yEE8b8L1Yg(R&Z$AT7zB1(O8o8GL+@!Xs+p5U{Le<5i%{+J;5GDr3|s zsZ1(*pnx@I$ZaIIj1a;;WBd#tog;Zh5>m^$&m_MVt!Y>!_`SQ|za7Dq#E)^$mR7Fe zl_9_rk~E7 z)P|(uQ(}3OE_-g6!j-~U=6Mw;3o5f%Jz3D^Hf#ngW#?j#GxxI5H26#05ss=Iymv5KkP!=vU_bpoFdUX@AK1Mbk&if9M#y3}isw%cC z3u|Rtl^$O#!57Q2r$J5TBl2O4VI$OBkPUn=TO5CEkv(r}K_4N6g8ym-)T`55yY!{P zurW*+!!79msH1pylj(TCYMcFE*5n#>c|sl=7sTR$st*IIesZzs(}BwV87)VDwfJ4? zB+BYt3n+zR-kSy7@BN*n*B)T5SBp7c=W5xbmY4ZPeL|k$;+0Jcc~Mbc)*gBYkY`l` z&^x~Dje00cupG9=FYLV*75T%&hIsDbUwZ0d@8Z08jake>=PV6fbP(s%1; z8aA5xqwKVxy!3y$Zakv`;bN5K*eChK7okOOL%;o{a|5Y5IbUbLxmh?!GuWw6^7MVn IXqD>iU)3X1GXMYp literal 0 HcmV?d00001 diff --git a/doc/tutorials/objdetect/table_of_content_objdetect/images/Cascade_Classifier_Tutorial_Cover.jpg b/doc/tutorials/objdetect/table_of_content_objdetect/images/Cascade_Classifier_Tutorial_Cover.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfa5de67e5f9dd5d39168a806e0d35ef0357eea9 GIT binary patch literal 40386 zcmb4qXHZk$6Lx^md*~oY2_-b?B@}5w5_$+76cCUuy(l8RgOmj6JwSladr_K57elWK zNJj(&K~aCN{}1oX`}N&Bb7#(+yXV=xcV_qObMF4P{NHB)140+B3m_sQ0>J)VfdBpi zn6&*}90OgPc|+U--FWrjh9>{50ki?6BtRgLg!JEyl$4Z=oQ8t@pU_iNQ_?WfgFuY* zjEqdIci5PiIawGP+4n|3hg$V@3{sWYKaWXBCjm+Byfz`O9lZw_NH$QVs0N%jd$*jWHydaS|Z1Sy%Uwn%y|JiVriHU0H$EkB0#U zLHUM5V$9ntpiJ;zX?sK;gN9HRh$=O`)!sx%fj6*bLsDjD+67vlvdRh$(u(| z#1?BJ<*%-O*A4KuY*z^daOB^(N}&vNhq5%MtJb#*W7%mj?2KSbyvq*eIzh5@X0_zd z4#ZN%yEG9Q4(0}DPh{q%T^7BABZd1k7!Wz^M&ZZ;4N-&9-C?@k)Uv2^^De@LJA@Cn=$Det>jd;2GDLgqOD8EPJe`*e?4;nu7Z zVQsHoRPcxWnr(+3BP5`4f(}Q_@+_RN4QsFFG0FG#`hHIGn+2l0$8xLoAG)Umd;;rN zD!D5#dUCVkpao8bpkvsk!>?lW8AC>~4w9Kl!zjPle49|oklnpXFZ+l%~N$qRYt46msZK~l=l_ap5A#2MMb_y-TuL%VfrUxzPu&4JDc;-n0ar2sB5u zVa|D>LO`@+skT)WTJPdDL<6xBCJm97HK!S73_`A5?Vv!@&4P!u{7-D;KhLI}1&h?F z>d2In_^_wPw->O*q(uwZds31MnG0)|F^(;k3@UZDuf$3`lyk$?5<2zUNef2YPd6N` zrR!L~)mzNP$iR4G@L{cKO;3EqUwFk1ONyF2K73f>t*MQFQq3o>|W zP>mkFElS2}-VgpGXxTXT1Chx1Yk@pvj27esHUE1FST8z?8nu3o4dMw5++01}`C-nN zKop2!dQ+Zc+W^RNE)K7el?2#*OVmCB=*l^u z<^i<`07Pn}xuP>wzTW;tM>DSbVCBo^nfI12a3@ijqN2dB+8Gs7ZmK_UUiGl~Q8XRJ zD(W(m5jPiBZOfoYMwdNPj@1!^FI8hy3LNNjZlA&k>4#S?*$gzt2pt9lhIuA0C>uBx zfUQ6!EsBcw_k`)sYcj}v&p&nJ38=rQLN^jBtyg=WRij@stQmCJ*%YDxZ zLdz)QiM{(`Ox)vMU|u9(5%V}8fr}X%T;^#y^Kkm|)#l~ZqBzQ5F1CY0V1S=gzByXP z+**{{Fn@t#L}{6OKa!`~42k!ewYt|Oq&6Ei`))Gbl@JWfFCId3BG4!}_}7u4a&vn( zk!5}uMf*vLLS30BQ|_UASa2W`83sXc87F267_(N}cQ6BMvvidOT-^OQE*XW$Vl|HxN6goEG(Q$51F7Y3+af9UAZ|uoG6wz!OaS!_~Qa#euD+e7r zQCz7W`G(lYt(%_TIFJ3T$IxLE^9?v{x`{Oeyu)#)-~qooq*D#N{XX<@Ux<-K!?9>VuE`iExPZUbTMbJv6Rs3bfH>TSI%T*KGZqZ?v)+ZEGZKH+F zzN?^IYH$!Cp`0cF*vmtuwZmRf+Q7}k2y{1( z9{^qW9ZuZ6yNDkfn;|v$h&YUJ&f>&@mz5Gzl_O8>Q4r4bCPgHY^)PRF zpeo?b5bx+Ex`wDfyz7vso#LdxG^U&P5DpxlH@2}hPLPY)g#k2WJF<290QM-|PZBk+ z=(p>Jo5>ap%520QniEly^2^=9NtQoGfaIz90!ZSsI#v016=|^UsAwUN7n2k{oo1d) z{9;Nc-#MfT*m7h^wlbM)?3+pZCiq3$@xhqMg(1gmYNinbg~u2ZrFS|u_1~%yv-dui zPAxtkHL--^5&qaerIc=}DFQL^ya*89Z(=yvjaseBe( zTI*woHBH`-eTRPV5G4`CvKyTFyOE%Vs9XtEgghl0@-B4_7`Tch!A#++P{r^~kLh2P zN~C;-f67opvUCw|2~`JZ<~SB{VVz_C^0-|h4-+v&xVi-B$u%B24~BRwxDpARsl5>O zsZ;JkT6^4qeAqe)frh7l!b7O14z!rIj1y}Hjozjy`uyy@h4C)LWCRaYR}A++my`4pPaK{*V(iav}cTCX%M#^Rq8KbD(ayQgh&!;Omzb5tA= zi33p?xTv<{4AfalO_q#pE)`T(K2SUTxTlc9EcHEdIB_;+v2QJHW#jA{!@8p)&N6f^ zmV}dW?3L)bgD`bP*|s6B*V~Ets==&FdL|bvN*uC(do!nbRtYP5hLp`R^07HInbjgJ z1g#~KpJvg|q<&65PvkUVv!II26jck{O#dvs`L&54Mo^eW&SAXU0M(`)ZAY^(-rr)! z51znsqvbDfR5AiHt?-F+?MKSMd6#tn5r~2XdUe-9IgGPr`#OHZnW-wq!z)6-<@36j zA$9_#k=O8Mv)Z`G;>^Ib^EHv(uZ1Ekxpi@YAx)};nWwW*1~5Rqty&}9sfSNAhU`t~ zo`z~$C4YOfK-AHYxAbd zS=D2k?{5?n?t5y1^{G`>}f+x4n15S1Gx7^7N%@KP+QLGxo`TPoK|fsIm;z(Cep|lZ{^I)jS zN}M?kHC?6iit= zF2P7e;AccXKYodAi;Op;y(D>xaC76@ebWDx-6QQubjPPvd#D}id9{UPnSE{fOop90g{Nj0fn6pb0g9oCDOlXuJjjX{oyBTai|zY)u>8S+7DY91$R2LM3U zW9|KYGuv+W(IM6>DElu{8W(MFpfSDA@u>JZbU3*)6w=A1j4hO~Cw{R_rUA@;WRNG+&7;Z0Zq_0uxLu56%~7G$t&=onvB?>t3XEmA&j zL98>Vn!dUaLu8o**2!c+d0$k<F5iSfOJflFym6oBcKLmKTc}y+%latG-q}Qk+nN0pJwj9dsfX5y+W)`*7_Gh0s#Sw zNZmpX$R^JJvRjp`6h#IKy$Vr00sDvkq7^3rL!vd-p%bgK=Ham__-z@Zs zAm>{#0=WB|7-yX|LFNw9g8SQ&Rn~X)L1#ohyx(!?cwqmwb4Z z%QXdyKXYA@e!}#FDL+Hl$U{0hKbb*Y5WqL=cMs zy}2UMt%W{+Fe@QkCUZw1@1o`n5)oM4Cl)n>c=odxbFl=hCoUpJ;;YB#Fq7^u7|d7| z$65Vid@rO*vSdtVocDJ48^>=l%&|Qc65Ujpr2+U_pb`EnKg>AZbldciPMoHCbw=sN zZTcr{ifhd27!fZFzU1?!-G3m|(J4J?JPaPlwAJ-HjLs~I|gie zs}|)EM(+)$8O*6QHsDmccs!DxudABV+o3drlfW_)G&?6AE9W0O)Xg+gRT@`~I*2&j zOcUSo<;4&2n0^4pj1gjB0B~g(C;VKYBPv>6tLLSSDL*)p_gL8D#~4+R7-ekQ6K{xP zn13#G-qe>l90IO3R5nZ2j{{>Ue&!dJibV5F$ly3KbX(gj%+{W|F6LHo`;91Z*RV%( z3VQQCAFko{H12#9>uM^ce1S_P`)4J{i2^ze13N>~Ew#>mTs&lN?h$2{VeEj&NWrQ#^LuVdd^H9V`z+gheJT<~p8um zyL#r;i?XwJ9XT9-xs!z@yF|;~5e7~pt#YG*umv-&wJx2BE*BE*s2=jst{o*hvg0EG zbt{b{&zVrn#;8EV*M*^0h^xV=YVG8zC1WG^DC?R>N^m;r()8FIttj@7$D;AJXQRiS zTGyOf1bORrx^dmZbMjV&+!EyGZs&LJnW&w{URDkH%OMPE|LN_gNyK>omU8oZd=Pa_ z4=YE&vQ>RMTh`ZXN|kc0U3hXv1KucM!(){la2@|#jerm4J)wki^GQ<;ZI|KDcTwj< zVmEvb8Yv&ObbVf?3FrzJ1Qz`=eGZOXv|jg??-UxRMP@LQ#X~K_kz|#3p(crZvXjO0 z?L?J_=2t?8J!Yc(NM^IDNY0Enb}k-!Nc=2(N>m#Tq|7iXFi~F8;c`9~O-cltS2v%? z-n?d`?u^z~pfDQ=`|}BJzK$euuIFx3d4Fj0%IU{g$CkJrNCb4-zij$RRHtOLZsrdo z8`!+BLxx=5+KBlFK&s#-a!rH05qBJbT<(P>^F_{@7d&Xj*wIMf zz$C6g(`u*FAT zm*cpXr+;HSc6Uw{7DHHoCz&lTJm|9kOs_j#suDXzym>P$!hX@YmVXYm?5dmaSP-N& zz%7W3|GC6|?lN4IY+Hx6S1kySyet?CJYFj5b;%k1Z zMcP=kY?C}T6%ErKaog=*gSQ|!;_zUsUd@;A1CP_f?k+RKD&f-)qF-Azl(d2P>DJ88 zntS0NFqFM%6H^(FBsUD`S(y{ot!b+@D3)gF0&jdb+tD#TvjT;ZkH1%$(W={ZnFM*< zPTbcd;UtG|?yBq8+)8qv7iyv#^B#j^}xv5UR_3(Sy?knfs<%Ye*17 zU+ZaI*?~KiZ*11VL{ZY+z`rO*OJ7N|O|f0% zf8b|zzvipF3r-2;TS4LI7j9YWYd*!=DPhP7K53jK^hG79@F?Q-{2b9c4upY(fX6XC zlSI9<$!ZGH+9?CYMk<9#doN%lck;os>)6ymM`Tx^ND0Jgf}95#%LK}Q&iPzIDuPG^ zN4ts|;z!MCYH#Lwj~~2qra}c`<6sbqsJ?)5eSs|cwfnUH0rGE%f4pnM8iPZoVDl2t zsGpX3U4lNc{@%qL++Jv$C}*_XeVePV{U2gGnkecO+tV5TMUJuezI!YuA)CC{kF(}WSG~}L`o0fC1zhb%>*Zs(S4s;ACf_Jly;gQ zpp!)|QhS#}lnbdbT^6OnUN^m+h34-5fN|}6`7Cy=j}iqI+gJ@hnpSuy9=ADetsrv1 z<|8tiENr7oAHS`%2j09JzuN8pYk^V=`2DxYHL))_!}%NW9N$}Wq2;>wzReV{{YL23 zBcSgSx*tzt%UJ7E`rso&>ywfa_Nob(z^s{N&U%r)vdh^h*)N=QRr9$XHr=nnn?XtKW6Om`47Nu`j2Jkec4kSdnFgP zlra~j zRWs?-gmp2}sNMN%$41@5g`4;d^uUjy8g3NvtNDEVnxK}T6j=fNOpn-+ga2ymYibNH z^FFc=PI)2qWFk+}cqI-a6ub)y`*IEAh%(`HFI{yPwV6`}L+s^CsouTDHx8Wk3G7=h zaa0zcMJnKB8FX6o-Xo?%r$Wt1UL2=Xsmu2>_F6>DLw195SCd!o4DwURlG`v3+&WOj zdh&jBjYJGF>qZ*fm9>4kBJP8Y0!|o}=M-k>?!Qz!tek*nz><&9z?vj!^9kP-i8z{F zXxRMd#Y};x2~*9d$!F*|fSl9|5i0cV>TFJx!=be8BkGP+v6ccsOqt+hkV<}_pw8fZ zdc5O3(AA{E0RZ~?7){hY*uG9ziCad-D{_t&g5a7G6QPkZu$ ze&1rNBg)11w50u10^O7m-A-vUzP5CU3x0+3Kt`kDXA)|sBABJcZ+1RWl8bw(ez3{O z+9t$aj|gfYBG1Lf0?U1m`VXpQShtgN>SInjJW6teD3`>R7w&*IGZW?mHBjEUxrT ztHe0sx_IV-!L&A7ox)*q&-+!jjfunT~B?s^i}wHj#Mk~8h0jY_fiBD zel{X8;2eqU)5vhd)qM;@hhQ5s-`m!-_??*qxoxY2`HJ;g^5EhKjD#i8Z1Ju(_>j|m zcK#FxQzn&TrHsQ%GS#w7JhQY48!BJJi9(tFs2)6*5WyI~$rNn&>hb#x$4ceoYud(! zg29VLs1%g*x%3MR8Te3rqY{3#LVj3HDCX$MqssUt!Onvjh&~o>N|DYT%L?)Chc}ywq73u`b?C= zrv-c0uJISKe5K_YvceO&RPfZoI03d1h9M@8Sj>imI&=ENCllFmWm{DJHk;2Ek?Jfg zO$$9)1Y5}-+<8sFT)=mnH{0NpBX6ekVjn{nU=0Z8Fw3Vg6sbuBA2-(|na-59>s8G! zwH5ACn#?`^^>G6%RfPWgI}V^jm4#i~XtM71rt2u9Ld3?IWZm$_J-vggI=#b$zR7I6 zEGLziGFKNG_!#4q?WsQLCkXgMP-IrEsW3G7X}*+XYatv9kMhnS->2Vn zs(=pVI{UQ9-&mk7Ph}i@dU`~E-EfGz{veEc+Eipvv6zN`;S60q!{5!LA;a_;m zV9F%0`@qV=Vv6&wM|o);1Fdq}hR`r+f4@bNV_er0Z;)Z=S7&me$)SHSQvmc;CGj37 z5#0PXk@EsRc^^SBG3m3*8+9E&nzggJ^z3ST%x1&S=wB}VcXW$ISK=^gNZQ+WY>!T}q%+tg&e4WJ9VW0N{Yf2GD z5)I>=g^shhYRH$uo>vTMat$@^s@;~Z001#G9WzL*Get1dd_)9gVr*vNlj4dDx6Mya zGwQvlhVz2p2jK@)XuTMA!w=jJQzB0g4Qm;Cx$^yfJ%rNBI4zT!H1J;y3$B&I?o}fy z^d8|e6E~@MIC3j!$%z$(XTZzqeEXvKUA}0#092nQi_s?n%^>cLJ2>$1tlSHl=~)kWjdV2>YYS}m3FNuh0*%=r!`gDl9LbK z@YYQMia=mZiv-6%NA|t7L7xe>XNNl`Ntb0IbhvxbM5jM!1%eDgu3I$1Z-X@MHD090 z%rr7iKOckO`zH1JCqT~(viCf6Ih=eXO@n-yt#iHK?y145eCtKJ&ffNFwPb&Wucud~ zL(h@X`Ri#FuQ8g?;0?ji8!m_?-L-~u^qy7Xy52o$)6-Li0WAw;Zzsh>Vqryon%>Ag zZCXebh5hyzZ?(y%62j}))h~WV{i5C0Q{~UT|D0W8gK(WxuB<`;s>l61@8PD`dc5lG za_i4o_4-5ubH~TEXYy=uE+1$Z0#QXw_7l;d;|mL>T(D=pfa!M@0f^7cEu&1{LMqOqeRubpdpS=&*bq?nfWecvGBnVGTs)pAp4CTnn5UhLCL3Yn1$gF;{AEa zq9S^sSLdBc?;gO2H1qlt+%W}t;-LKA=0#iQw2gZ< z=oR8P9Y5OIQ9m^f)WykD1lm=vPbJ7=txq^@)gE4r#-nW_3mq`Oi%)+%j{8MO%`2#ta=|q$ zi|i9s>ha1fHqO8k?5!6V#WMX95@HNB&8^H(fUG|wco$~{WSD~}_6^qTh+}y9;70uv z7iBZ+U3E>U{A3E5kybr*#oWzt0%|83=`@}Lyg%mrZg>2dPuC%eQ0xt*+!Lvf^Vc##RZvo9 zYp#u~b-f*<7?+Z-3he})g2eL|7HB2_N5BKoK5kFy_P>0g-TwjR+*P_7iqS2*{+!P{ z_KPR=+5*E@B%i_IRz$iO$+W;-jjU9!6^G3zr=+p-KYmKQ?1Kxrvcsfkvt}j zO-&i*4HehBrWZI7jMzxI;-Li(=U_Z9a$?j)B#Iy^-K|Ts@+{)l^A_QUI)U}yQ)f}H zmf(2S6S{+|+3vF~S z)R~=Tt0k+QS*{5vZX zpv|&}Up0HW?7RI^9_PKIXX=d~pMPH@9};jf-LSbd@~h9fO8Z&TFV5_EYitK$drrg% z2fuxfs{qK^)poui4xnlE?yC#qU?brz$&**x)^;F%J}V15H2oANV-E#C|8i0Sjs1Sy zZIkg4$-wOL=vTsJ*<`w9B64~$WYXeuSBq{?=GJa?2{eDwt-}l2{->4!MfHl``Bjm& zqXb`hixw5Iy6mDlw_qV9rTO!h<>TM;7GFT?_j(Gv5>CxG`-q%55b9hdgeu6)uFP0$ zHb)pIW3rQ^W6qYsH13+MoI$w+%G~Be*YarOTu`R`?T-Rwt!JJy`D4^^GsI@s7NgPH zntNqBxwZkoXUKc!f@OSSNSF_wrcKmL>v7#=?~?$E2? z%$twsrlXwWwIiYjPO8t@P&H&by(g5x5$br^SfoW zG3(yZ9r3nrLv5~OMA6}z)FhLBZ`vP@DxGe1*u5QUtS@;`Fw!%e1TjndmEFw6UL})m z>94gfB_U7WMTE+V)r-_4%aqS~59fnZqRZK=E)QCB$H@!(=(bfv9P&h;O7f2&uQcqWhR$o44oTlGulht}r&C>Ii z)fp!7lMNz#01u-Dt*_+CzIzG5yZ^F@kwenIY@F^8KwLKSr2r^oxlGDpiBO~-ksJ-N zzwf%dp?6spn)WqI@m1pfKnJ3v9ITiA~p)8 zP3>Y@a?l_=&z%9H%qQW33*+^}x8qdR*#fn+TMc_rbIEw4c@Qr#p&^AHY`I^jm*8AD`EM zOGiG(9CozYVeb8m^431VFltgFn8ZfDR^b8`7lx0u* z`S%*Xe-hP=%M9yGuH-l+Gmt^82X znmAlg1E%p8mEQj4O0|~;v3XTEZcB%C)P}|ICSQ57rERl&HwaB61o=#zvvggO=Y-Bh*c`hHSszknj5WHY&*T@ zZoCZcP-$7tGQZYTDXx_-a!gC{?9DM5>OE;W_1m@yqc{kB}@+2npV4_zTs2f3DGFYR!`&j0n0ZK6w1TrYQjSxU)0_Q+Rz7W9D zo4r}?yC@wqz)Ewx!WyPrpzb&b>qq|_&ZE-T-q16fpHI}+fM^c^jW6cBTsT_YLV$sb zT_1kEPDGV8f8){ZAJ^n)dA7lQTN|VkqHO{#Arz0?d(i558O^FnizV4q$6Taa)AH&J zImI~cyzS}h?s{nEbFSrlgOrIjUM!#{nVuP>K9j1p!do2q|2lWD6ASzhOQ%7HlKj>; zl2eyZ?8iE6F&ibQHxYks$!sk}__{WQ{m0IPcVCn)Db0X83c7o{pVGHVZJn#NcBKo^MgMWv)K7Vfz~u z0=;5t8CO+s|CFa1Yj&Rch^PNW#|h!PCvRkYHU+?2xNz>bW{U0SU@C7)qJ1nMg-lzA z`j@nx?6b05GKs`Z$Ls44N>vik#3~~fnWww~_ZtzOoTHyb%lAjjrd3Xo?``5kF)ItB z(F2ZI!kec1U(`e-Ccmk^`?~fjPFzGx#pA3pnXaO%3fT1h0Zl=A{66Z z+jF3p-bPL9x8G&U6O{6jI-QSpmjOg1W-9zqRy{CGgmMl|_V@3;#il7A0(jg<-#Ao% zhjK{i6{piZTgOw0ssatc-EyLNx1cmpJ(oU`7w_2A7b3Es#wu>xHXK6z@4hkbb7bZI zT48s8$YOIip_IATj{!RZ7cN{3GJouNCM)?%D89$w1d8=lXL>Re>M$4@errE5uE<7y zn#&c)WLYmj+ToaSHC*)lhzMb-`Wu(ZM&CAYHs~`XsH25`u^W~jvEeB!QzlR|{fUOq`*c>eI0!AN zQg$~dA+=dAvfYM@y;ZBm_a)Holf6tQ!DM_s@e;3an;812wO+6_c|&1h(#2q{)YWhJ z3pA_<(jd9rClJ{c=)|654sCkSUn`(8argzAfAN%c=lZwhh+^oXNK17IDwbqRD@;%z zgZU`51nJ|uP$V`r`ri54?T&H4XrWn9x;@t2@0vb1+C`#GKvcJ|T^J`PL87oGAOE~x3|r5lGy%xnIu{_3RKx>K_{xm*E4VWErT;w4Jf3! z-A|N>2LJt_cGLx&pHiQ7QcCNkJ;D}gW|7p-sb1b7G zPdU~iT{CDPBk%?#PCVYHLhW7&;DZjijWUl}n^n>pLkDpMwv(8SG+JHB!BcqhhtQ4t zhlRpc`Lo}$w4Hfu4z2g^czS#WrqMN91-@CfY1+lQ93WqGYaGdXMWF1XL6Jc3c5)q| zL!GMoRAOEgIdVc^cYEp|`W`tnqDF5_jYuFuMA33`s~QLm2&S(Ug@(6NjnFD51(;!PNR5VV&1(}qHE`wVp9hbcS!_RTO)HJlHT!04SuH6Egk99W zVpd9JN@#eb?-2y$Ysw}IOgyxfrWH1pFEaWbHSO{NnySzFd<8L`?VORtOB`|+D(q2} z*NH?@$#|63rsibEcgzVY+XwL(C(Vlnm%Jhr^jU??9AZP!syY^P0N*B?1S0uB^Tc(r z9^VvaQHrI}mx#HDk%&OH+F) zwA$IP+odI&G--TKV*Y5%8@$#is*}Bcn6E4!`F@BGGpdl4S}b|Iak%RvYbJp zOf$FE4Gm%W6GODYQ8>hFo>UXXjm8I0Jvp{?@v<+K2ghm{_O# zdn`o6OKr~F(U-{BU8`9REjM7gSZ&~Lz{R*Asehzu(yU=0H1k1;Qx2XWe{?U+=3B`yTXb8eUdyu0(Ysy` zObv-l1y_+`ZAypLqyZEyw+#Z^buN`9I-J2e{jemDJF62SR4pF$zK26KrG)2fyc|}? z{ZGrCSUVM!1V4bbV_Urogm?yKAy1rCBbR1GuU8t$`Hy4jrSCXi+1j!_>Lh!L4nf@EO0L zkU_)`V102yJFGnu5=9eAe2(_df8kj&234#iCSymr1<@9ftbomr@>_o z|1{!+Jx`5cZ}wsF{+ta;BU8%si1z)d=f8DCSK3z35@=h74QrgAGnfj(Cu<}Wbj=DL z7ak}qA-*fU^;viHnltE6i)W7VU;EmY0_@6-)Gp-}VZcr1&YV}KQQU8h5Z*|tb9Pa= zj~}>;dEfP~|0i9UIYCFGcZ~Effwf(dwc@Ugg#$=~K=)SkJKsrTyOGdRq90B1hrb`r z4GfKMH-8uueR+<{OPUM)D0;$_O5E}v05o7+arz(N=J3<{CMEmFd#tG{ziexsCk96h z8Sfm~w~=jj{9&sCodeNXuwA4CU7*p&u13k?(cTAx%!|U&8#Zdeap=me>k0S0K{%oo+lNG;WB)o20n%C(%sb@z8&OZ7%l5 zJ)PTjf+_zBr8qkqv7Qi-kDd@2Oih}DGm{Dl_Um8u&pawa?=bkAjuCFSNPGX&USBaO z7?G|CmIEj#Ds0~-o$#)garDM~Lk`^ZQZ`(BiGyUG)IYf;2RGPrVk{76y)8L+-XJ}4 z>YJ+O6RZpgj>(_L4aDqL)#7I&~X!vtZk!o@PR-LH2j^*(4zbs(oV42$61z?1XyQ3 zrK#G+0JTmL(Q@*eRkW&cu)w`xd(Znpm2cu3PKpt^rt}@UYe(wsFSn{54C$vs(G?<7 z@F-Mhio7h+MeO8X|Cv`ciuV9kbyJsg6A;z3yXkaITYFL=%Q`TbUTmUFxo>VX+iN+f zWZqfd#9QziDRUkBqCl^)(6Uf^-I8(iT(4Q&;&8GqA;>HR{0AClju0iE-VWxvdLTR5 zRCWG|#cAFBm2&cS1E500z3j9lvqkTl4VO=JB;_$7+ik#Py0T^pKnl|s+k#LfLciHl z5Jk%O0-M$(Gq5gHR8Y@)5>piF4*Gy{O7#-Q=994;#~d|A*Ze0Uh?`Q(518dZTdTWd z>U?yOlT3Ntcl2{b62un%^bTwy6HRg0Z|1eC-x#}#oXsY;7wX_)Y+;X}$xA%~WFPC- zL?nJ)(3d%`b5vg10MiCvRs`e8aw)lJ4NN3CwHkQtNkHjCY+A%MWbbl&mgIb1k^e?c zc|4#JZS>Lln(O6m;S^XGQ)*wCW32SkoIH&&FHSRa$>u}#kD;Z66)_==0&GbR+Gay^ zOb)d-S490E;0lq+NPd00``|0(>3bQvt2ejSfDHsf?{_t!r!oV`zUhk2(2}3-*v@J0 z2C=}54Bc}{s*4b=FviAv2zTDSI3}jC`IHxS2vFhVGEui`+`slvaHY#}{WSGRhDs~L zi!jsj1O{x|fr#xh=FAUR%{Oki?E7gXhJ|eSpaY(Xs{K|wLCKpaw@Rk2b4Kl6-H4fC zGX67S*$D>aTDdxr51Q&ZYUv1 zqyiCq7@fM+S#}Fv>8r2xRxYsn?SzkJc^u)Pwwu{8V(oslPyHxnF6`IG)4MM9PDkG< zL#qec$g-SZprGICawjk-)E)Wm{q9+bCnm;(gb~jf#hkH4j;W!W>d!*H;By zMi+pLUBIyX>1MI`w4py}rTCsQSuAmN3@g1z zIq~0x*{q)Cb^ZsaX#szoh0PDlo9mO0;H4}{SMiKtiF_Jua|1c14Om}IWCe`z%`eSa zrMoSuPg8gT5^n}?Q>gVOX0&ANRr|9kA+ZAUUb&Rf6vu8VYAk9>joTL?QWtk;{sz1K z@jmU)wfn8p{byP>=vUM5Rx1~S%u6(2+}YqgOM!kD$fn9ud zRY}TV`gSxkD0I$Y)mA&5Xh*=&$gyKkbeh-|epUPKE7eHgX+Y2&QqiG}rKQ}|H2)Zd;^vNS9_D=@zNR&EB!-ms0+K-&(v#Orw$?_iKlf+U%H_fn8 ztQ;%A;=%JVAu=5Af&8q6-uwGoJHXy=_mpfwA(U2HiLK#mdB|uD7$RvV5(dsL*_@?_ z>F-!I>YIjMbs^1bpn>=|EdK|0K#0HEZY#nFG;@}Yo45TY#)-> z^pigyD!bmQa5V;9DM%9l>GP~3fH=7p+(lsKCbTjTu!88(B_u&A=y}fGkz3yqwcK!J z>y0NdOG*RNf6loc(C|9W6E|^G%M-EWeGfm=nz=(+4M7q_Z~A(#IdNNwxW{f?Kr!AC z9E^HY2D4_&xkx;PIO%mlRXWcvnWqrS(xOgNmNl6i>a%<-4OboFaVg}WCsb-66Ex^b zbx=_N{m?c2{{UJ`Qz0W!I>$bI>C49o7!rI$M$`%kLoUf$LWu`h8*++qr9&B%nDhPm zQ&6V~Au5`2U>CzmnE4Of(SdVi8w;yf0O7vddWCmkNd%P;HzKubq-082K+6y`{3sV@ z*hsX)4bs!%R;I0(b-%S=cxU*PT$MBUoE7 z<*P4KdG3~HPC|8}mWW77a|qUjrUlv8oSCAws?L!jHLivGA#K8%+yEd*8&Zm-XbfmI zG=TtX)}7EGj=eS7t2sHTppsRt-Dt-T+$zMmaKm9&2_6NgPj}RhIu-=0Q2=>V%S99@ z!5}DQFn1KU?PPYivXGq4EovmGWae2q$vT~Dr0#*}!IA7S5aNC!tF9~9@ZW5Cm95pU zyJ;-~QdPdEl}^SS#xVx1uklNF8$-!UDq4($#KyjqveI9u1yDxT&#WEAkmi~8#P_cP z5ZeCl-l8p~NJ>(&64)PR0gbsDa@|cL+$AmOl;}1DdCKZvcJIQ`|r;XTNAFxCl4f+B{v%PLY@vocVGq%LDJ$dej* zN5E0rJ1d-0%?@Ij+G^0`F91nU4I)s7_qtDm!^`m$WH1-vPVpguS+t&AJ2=1IDW>`8MI!T?q zM2foh6TwTzu{Su65kf_sy3RsdiE>AYBSEI1MC&_cuCswr(@|4Djd2FvDDc+)ck&*C zpD$YwvFhb~vIVyT-InhlX%D9MJ_McHEz-J$}GM@gm)xFKqLRN^&AeR*^Hm%8THbt_+rz zLf~GJbB4VFNl)#D(<~M}eTo!JzJ0=}T z@gdjHl_o@q1k}to7Q-){EZO2VcP;^#p_kIN0oDQAQS++?o^2Y7O}g0GL!gumT1~py zQ@c&F?=Z!XnILaoRpYy78+5K9nFmd`uVrzSu(`t>kr_sZt$Am(J7&^ur7%*d6JDZz ziGtatcY8=%(Pm6oF8GGqgxnF~odVBKBm4Bwdob+==HCi?gmH;^mk?8A^3(xnq)&9I z-6kPC!G!7v%SEttNWN{Pb_vLe>mOzzU$z84}{~BuBCJi{AEA1J)!xBKY#r0tGJ^= z+V?9O9&eAt}!u zuy&!#%%v>l1v9CdqBl;u<+2J)m@&CJRJ;Pkc&0epARSZ*>HGa^8^j{s6Qt@ZLF|_Z zLX@l3pywJTMASLj7+k%%veB(=#g-V|xG+LMf$3HZ4TQIEn2kv3LBaNmpnO3D$P12O6R+7Bz#Wo7Ea|;{|QNa8^_@o3##F0p%1<)SR+30LG?< zAxResNr;^fIxA*UQ80JbNAJ$M7n~sg-A+tpm?KRI*1BZLDg+ZcX&+kPAS5LlZzt1Q zZDTT2Mu%+&l~yG<1nP7kt~~`!webRz)2$8)8M2imn4Rifx|X;~HBmYMnp3lYm@tVp znLZdZ(ySa8h1ud*vXP0cNwsaIxIi(OfuNcjg4j6osa?tzhKQ8ux&4Z;y=asWSV%}n z(ki^39CJY<^*2jS>n!arjj!zU;W#CuxN~gW6}#RX#K6!b^w(adr*>71@i!C~Y%lK{ zRvwZHQk&qr6bLaRYRwA+(<|HIAl|=%^h0w*87{hjC$z9CHr5Ne$kz zl(qr)6q5-0pRH=U0c8+IIx5y08zq#bp7}{hR2_!@0Md-zUE+^-maBIv(36q0!egvP z`cy0dwIE&qQj*&RN|XcckVw~RUk+bREW7Cv%suE#j#qHr3B>-G&Ng_i2+0bsnSYD(O$U0Fsn>I3$wxSw!6DKR3!-KoPoKW zPn6bu{vG&v7&if@5iPi!LmF3l>04?+LkT1{kO|Z)RptOlSQ@~sI~}<=4-8!2p-D^m zLu>*-@sj|F+<_{OBTntV6C6{CvxHEKLkZB)$h!7(kG~hq?S5rf;Ixt!wZ}3_N6&9} z-z7}q{Ab(m1`&di>ty6xi2nendMExqeEm1Ia9<7DVU}rm*3j+Z#$`HFIV40Upwy2) zkQJWHaB+0|xRan1G;$_+7?l&#PtKa-ZqaQ5+`{lT(iuU@_242E`|w>~5kRT8@ES zjdHCI$+E2tEOf%nIZ~YCOROnLMdiA}d8$7uIfU__592L+E$L}uVicW;5vN1vRPG_; z90LC8>4y82KuTIthlWmsgXK`);oEDcfwv^9CwNK*z@0T5>C8GvaJx@b@Z8;}KQ(=u zt{B8qd1CLh*gRu>6hDw3V=cPl1AW;MzTBx-tmi7Veh=R z8dj;!WF6Mq0fD_n!K`k$zlfY&!>etC49+Wjh@B9fB7dpZo~3VQ z#f7Uj_Kl^cT1+7$U_XC4DFrWQ7}jVKRFQH{%)c)){{T0&f~haz_%IF9A34p=&HMiV ze*R7Ybn@7_4)O_=4i*?LWma)U?upA*Pqh&MK2TTgDwF`@wFSMZTB$rANm2lbxu@ zEz-mGzs*@#;;tdXi?&yHX7L30(E9t*35}N|>^7Lx={1n{k9l)(i#?qRZ6sy@Y(eKl z@cefGYUsH)3tx&?FjOZ`o`>KlmDy(+!5vkuR}@m9iHQmvyr)l?t#(IE##raY7-a1i zuoe&NZ$6){<3KVVB@?^0hDrtOHgd=tB~HvhCs?iTuv?Tm_B)59$SgMUdPzVB@T@}= zX*Ty|kW`g6Kv0Nk(M$|&M1)@3mE9Fsj@s<7%a5xV0Z2qY}0j_{Mh{9OIL zmSiy@#z7>)Pu(-TA6+AzOGBR0guWqZR1~k62a(i?6=v*Y-Eu?)O>1< z!xt(oxoTV^FO49cUzhc-p;t@&;q3D($h`FSYtJ_{?Bmz}0MXfCz|X+f7(bEu9!IC& zk}ZDX17QuK6~5+&GznA<44BtlqBN&*2NJhVKzR^nZgkoLGXen8NSfdV%XNI>RPEDf zgQ*D>xNvo#v%y<2l|?foR!hRx!xY9ELU#)U$3SarS_?LfF$O>b(yG?J%?(Ew&CwhI zlIzNJ_0o;3l#)5rOf8_zpz!KMnv%6bwH1XUuH?&Id{-k~ysO~h26Xt-V4jqcWbQt6 zIJzAu-S{DuRRfHO_I33$tk#Kr{=&f9S*-7jwQa%HVyVIH1+PtzR#2rWcafAvz)?F? zu0b0D2@z1kMK^0H&AIfV_Na!FAP_emRl6gwjjc{4#RNito}-;5N>L(w%}6ZlAdm;f zn_0JLr7ynKxGITSfCuO4Rqu4m*eFlDu#gfDkeb(fG2v`HV3v5j>)FlHORgu95S~-! zYYD~iPiSrA;dbvjoY@laMw8HgTGRVJUlk4kvbSN?;a3*7g(`8x=StdNH6-n>l<6Ro zy71tv`pMenhP0~<#nLZvi?^6;Ho?E{aUwZ)ql8X11p-Q^({O9Z9G06~sKLEp-$ zQ`0_KG`BravbGY-3|TwcCO>^=j3LW=k!##1I>?DB(?B`aZHPIDab7wW+hi)>!BILS z4ap~A`Bxpe#dw<>d2T%8k6jVoK_F@LfkyElaNH;OZK4xyl%)5sxN@z@);j+HYU-(J zL`?*Ytoi0IHfh3=7{hHYk$_;xZt3(He(_o*BXUobIOaCSH+FCmXYhuIRJ64yTY zK6EC=)x_AaEZb6$;0kn)d2zg+ng|qMgRq2J@iJagl7{?GB`MT|r(J$9D(Jn{G6O}? zc2LeAhT@kug&^D8h8agPPK5kS)^CM8S+=|?SxT1C30El!N`aob3es^abiKit;+ZZu z>TXgAS3sku%%7EJ0kYsoScN)t1bt$HLP1`S#7eSox>&?9H=0Qz=IX`dEM?J4$)O&x z_|;WSDGExGqJ?whXqE+daPA?tylr9{bPy&91LN?nG`sxPkvcnt>O7wr3o)x^9=&7!;(tbMJ*`2>x@G+&Ng zUmA9sVZ+#IaW-u&yBl!OE(X)4cQOuONmr6JA~d@2o)LYAS=(4X^G#gdG+x9XauOI} zAd{U(-4G<6m0AA)4tQP8Ioeyes?_>bX3LMM=Gz%N*A7go(gcOLK-1mm4RxK5c&2S{ z7{B=ukk910Lv`YTTN?O#I8mS>5AO8TdzIAu9XW82eTEf>6CrZqFP{yq>OY3`EM?2wX zoH*$BN|hP|&NBULi|nW$#iG}eZ@>O0^<7724|~O<#s&WX`kN|m8*ziE;ih|a>x(Pn9^U1C+pMCPfN>YY^0k6unOWqq}6<{emvdeYZsDZ59BpYVz+CJmiST|5F`P!u z-P^{QZtZyxqNwp^0wb^MS3F|_xqH06!)=iAA3#mRJeGM7YRlO#0A62X7FYPCx@_?4 z7rW-|(*;X&NGDH9V;&satg4ro!Md&XmDvs{fwH^YI2)!L8I%U;6a8wx+0HGCVbAwY zvb9(|u!R)?;Z#8LuU})!wQCG{R|rXLpv?2HKHlJox4*k>9ve&5XK5qus2`FO3ewQWJXaS%PO@J!v+ryoDz^iFGgt{OjwrX1GzA*nEX_ z-G$Zo=`FUOoyEUZ-EdopkEiMur`dg{cY`#Z=%sFw>b0EHvH1a3PAtT1xOW175xrPL zZHWLKN$F9$Fl8@bmX9Goq%x7Aoj`-~HAC(4@i(~Do)r7JZIClAOae*UF^rGEEUU>Qo6TgLS%KYf-X-ks0^)fuYAMkUlkkfzI#7MCR|P4{^cyEshzk zI>?CJk@La%CObf}MV}C_C`d)bJdh-iRidVR!9Ngx@A^}Aic5_)ROIIaGX}0y%t4*o56(kc86`f>3a!50%(~+eGPHfZbxu((y z%8|LQ>J&n?BhIGEak8}DqwE#uS?3w2?A-&V^`c&C%DEjttoMv(xOO1uYJ?}m7L_W? zLWj02D31!L#h6F}A_m&fQ3<|O#LoW!zgjV6wx&;(wY4V7!$wgBle+$6yn}jgSuG}R-N>bAafH#w+NVenbHqzniXKq5$Q3VVmFoNoy2$55sYbE9WdN zaO+$u*`(%ntw< zV{U<(;eT}iN9U)*(zBi^#NEX4mynm1;sGcMR1iAGn^T=+sP$he#fJtB#vEEX8+Q*& za5vALUtPX*PlPT_rZ;jf+Xzjfid0U4NmP%oLvbU{Rz7UYjx+Pu~d{k5g8WnJC}))nr-D$EHUX0pC7 zV%EEGaRYlrR7RNR#hJqQZlF} zK?Ee~2QNxfJ|@Z)xZ6)js@tpAu*z!r(%XI5Cn?uMI`h)4y^&x7^8M~0zeL#B4Drdu z@*b5|X2r|<>w8OZr8?^JBo3t3?}1=_!f@^pun7oi7k0j?-BaWys#Z(gGeF#=XE_=)t=v;*5U~X=}U1ZCtiSRLMdd9nyC?30R*Y&Y=GQgM2#RS#cI7<3H&gd4^kF zVd7c>)S(-Q4kMPcrpBz@yxSo?jN7SuHnS9u@!D;%jIiNpbT*NtO};Or;9PI>Gin!EqAoOIPb3< z;p`RCNR-{&Hg@WSp1n<0Sg?x@?EvOLkO1GWtp&g>18pTk-#U_`sq^^NzYT~?KifeG8yM$7vE`&&2GU^zRUVpA7iz#tgbjWbR3H}Ba=jo= zuS$l~N_DqfB$AOk?s@$tq+GhIrKN@hww+{+{QW9Tq7uPEQbF+vC!GHPZ>4s0^Zx*M zDDLm`?6utyY@+b|pm3M>@@m>_}(GC)3YyiK~xj4U{b zA-kle()me9QVE1DQyv0O(Ce&g6IJ-v4g5v;l@E$HXkMkH3YLHsqTo3s#ooD>Q(;K%w~W5aaA&4*M%?Ah#1F?X2^wh9hi%xN#uzkSeu( zYJyf2b0qFM*DKzUx=eAhTNRgLc9+<#;-17^D=j(VLNrQ;_M)6Mg`0cV?}#W$lijwQ z+llcKJwT6-l^%75Lev6MXL1hpTH`!d*{s)xFqkeQBGz^ZBi$3ZB7eT!rv#&Q0Q`Mm z($G93n~C!K>#$ptl&z!x0IaCxu;x$S?y6Xw@-bX#*Yh?TarFk)5=5XvK{Mo;^{ZEB zFDw55iO5)4Igqcbf6}QKaz}KMXGFj;xixI;_3XW;+9abaoTs1MBlP*!RPvde_q%g* z@mz%NbdowpZcY9xMeVhY>l0%BL@Ov!j!J>~n#6eL#c^+FSf%>e<_UodM9*5#-Igi2Teygjs8>v23ni5bx9x+qCIpKdF+zGPh#r2 zC?p_2CTh=X+Squ-RlhMl^ON%`I9V^Gj{OJ8YPPMW*3p|_Mw)F_J0`okRDw*A(@G0& zp8D-6h=VkEjG_t9X)|05t|e+7iL!Kn2K3nyoS?@qT2hW(6C!u#NZ7~*lmho9*2x4& z)7F;zz3R%!Qkf9~n?DLjJHP-9rlmr*-bZwyx$><0jL7zP3Go<++giQcsu>`Y8%$Lb zi-e5LBo>gEhJ!G_@ z{JE5nM!b!07LYYr7Od&!thjslYgt-q$UdXHj;el?yY41#!A@jm)4l{DC@Bfw%>MkS zW*F7g!v6r%GUCWH;7*h~5wgOt=dSL!n-XmjeurD|><@?0XK@bg zmL%Nt-44b0gNkuHLDk%13$?XMfJ0X6fI0$yy;N`R9J;;E>YO>xfg)x)^*KYX!jSxBYlT=Jm+(zx@@f)z5p&8m} zfRu!018+LLvZwJ*8pAJd87Nu%2XhDtLWltQXldYBTq^RDi>lumlpl!g+S&<}W@Q9@;NTZ||y1mzUO_`e>+FF$~y z^>+3OSZNI;a*!aX_@cBNQo`AMKW6(jg--W*Qj`b}9l3tBwRUlXIEG%u9!_OlsHH9) z%0{a{9S6>-xK0z@oI8drQb%%>r9^C}6}hdx*3#P#!;gI88MCxz3W{Vnx%*VC(^U~eA013bBv8h3ei^AuBFeB=JWw6+_m9!0Z=|*tn1t@v%LTnY7 zB}pP7kJ}Wj9xxPz2q`*(HK5p!58qo{o4g;qQ(zSg zi-otQplc_}HRb9?*k+AP4nm6Ay0Abh09L09<25`n<v%fR)eiuI?Jr$U1X=(oe?IN-2?4Q4S9-AiZ zZE`jxM^z~9qft}_aS4(D)1-fTnQ;DQvrfV)14=#V1j$u$)6_{(DUw%R$8wM!_mbxu zlC<8=!*8Kh&!rBw;xefV0Hr{J2q5pi)ep2j0K={t@1QPFR}1L&U0RPP%uNpON(&E_L;_G&P~{y4T;K^&2cP zcs@C6nWl=%V9d7kB$(8}Bk<)>9kIj|sJP9h#cP_qUa!JnX&X>W&k9nloEPYqkN*4Ntx5~taFOr zFJdmG1K(6k#0ty&bya-*TSi2NiC}614(J-%=y@>qNLc z^t0M!i>V+VY9daW85IWuN{%SXi4YZ_=cO@%KiqN6qmX4ciJ1}is>bEsiv)}>LH4C? zoBkEVEka3KHpz7WYoMC*CMfz=tCax-&;izYgZWpiG4!zEb+Z{Cv@NL4vHMkdJBS!n zrPA$GK_O>BIfFAVIOKT>An_TFy3H#MZKkl`GN~@W(sbYY{`oer2?i%w(zur! zxm+gYC1Mky=RUOAI!uyA(Mnm`G^UhwF$43X3*3^kK-7tzbkfNgxryh!d{ru+l+p^7 zBx%07(OE*a-RjAbDu>1(rrFXCv8J`4J|&pY)eDR@X=7e>l@0X;u}oGzvZUTALQF1d z`)uYFi5pwT)KdFt33ZTkayEliJ4_|}i}g73%`nz&RJFwV3b6-p>o6L_{?TAUpHR^9 z(z+6X^N(x*C!A!kg@11iypV$L`P zi#F*tHp518$aT~1&!toEY}bk6i*ft6UqVP1FD(&}$vH;j_vKa__J$wB_V(#?sl^#} z{$ou@J!U}ipm=&*#qU|eEQ0%>_(O?EjEO$-iRaH+zQ6%lj_Qlz*6q22He6*PR|{nf zfKS=5l0ZKaewA!=e-p99?HF?_HrAOC2O^EWJ5>uCzGmZ&ty@oq#j=K5NRXIG)ABzW zyzpU9`JWoXfFwRtrosEbq=G)Q(tIkT#f8>&$G4V_-C1I+Aw^f#z^^u+XoHo19S6>< zn2Wy9!-`6RiC%9?vfp9vUhuvrZW&N>2fpt#-7T(CtvX6Us_IR+2| zOIH(ckdvtbMpM&myz1%4IJXPqeU}wlUs|H=Eex$KU^tbeY9pV*s@B;3pAz6pQ}|AyOrBa&AQc(P;O&;e=6D~@q% z_xu5Gg0H<=``u+)BnXdFH7~I&C^?JVW4CQ*Zp9yFm26gYA1Vvk?gDtPi!E?v7ZYrN zU42O#B_m&)fGf~vf)j6SmN1nD5EKXzp(9Pj6;qo7JGS7Irai8b?nXN%!d!a!{AK+D z22iB|s=1%vTBQE~iN4WP3iu-ge2qWx7gN)dK>j~2wRE|-e}_0cry0Cz-rbN$MZSu4 zLthamo|WZZAiYK@#8;Q7NI`YwxiU#ql4Qv`{VKH_LP;*|f>f2L@RJ-uD?q9S7PU6^;7VvO`A~}Z~p)w2?yLYTh7Xd6=S1~m24S_!27SC(QOz> z9oRd_)7FeJCMQ63imh;!>sXc%YktUp>v@Rip`wPvVhHn!u`)_yS<=2wQv{UrIvGWr z(m@>v!5Y9a3(Tk@pT^SUjVq=w7@i$Ud6iiWz z#T>FAb&<7IIDt-gthN>*T0r{OfL0)GQ;JbrWT#xCQ&B-Fc6O7Y6hWZVR-mmxA~ll~ z-P?BgJJw278o)I-3fML_R*npRxpgECVs))o6l>bJS;M-N(IENqtZRgBkgJr1kdZMJ zu(y1}d^EJIfDqit=cP5T7F^F4h>2Q9RhC>WOF~KJooGe&goC(>n3WJSPP@eo#1yG2 zJz^>X*MMPH_?G9mvQeDA5+|)tc{`;3yuv(LFHMsx^!8} zHj3Hd@o8as=BV)rwKy?YaMYA{OHu%FDBO=a4yOt@w5cEfZc2e8{!%{*F=3Qjr4S)S zDc9#!`?5|Vm%^Zet@#l@(w`mmm0au>sKSwPhuGYRJ>|NSroVGA`lh_e+Dl~|Yltu> z!r+0@KqK)L=#CV`Eyrh8c(ux*n_FV@tAcW+DFsJOb_&|O%Zy*UjN{k%s=|_P9$UdG zUVMO^6PWS?L8mTN+5Z4%u^LHgxU7T20}Z_1>;d%{>MnA*-Zbv?GMT%){D$h&+0}u& z$E}X4LK6ew0=H&c1;&~J27q;}&#?P2>n~lD2}_zz(Hy=awTmPLUIGS*6Y;N{@j2Zj zaMcn8kD zf=DoD*0`e*2pe-W#;7((Q1Hx8l{B#v6St*4beIr1YppWrPF-XXI{N%6fT346K~o2% zQFymRI6`?yQz&_=+QprQ~4lAr6!kfH#g~eqME0vUb_ao3+`iI#QIS zDo;J+&0leAYkN)~xJBUaZeD2RPx5KG=~+(?G^|H3&!(;wMS@%}wEJMR3Or+`Dk#PAiKiB3nOkC-px{Zr=#7!QF2b z#|Trcx1Ebas+O|=57CL7 z+8$G{$<;Za4@lEWzu~t=$BKo*6`j!8bY%yi-1<#Y>@HF5ito{#yO5NtI2)wN{{Zc) zJ(c4Ze%AYBw7pvn6zC*K_(Y0$AmJuabVm`wzxl@* z<-5+M+f=#Tprynskseearxx`qo$ZpW`vIMA^ z6ZeNmttoiT-H!vifvLcPmXw7DA_{goZZy_wJ7Gz~5MRTIFWeQjmjZpnlLj^4&!p8V zS4b`&$l+a`wy|oqc87_x{2L14TT5`XTbMTq)4f!kC!9?HYlSgK(o<~2c#2A#J9&UP zR*}Jc4&#_Ljn)0AOYcgV%yW1;>$LA$J|BbOyfcKqi{BwmrH1AfH!!D zstX#8dB@{k0Sg>jRVRqBq+?dX(&g6}3GsM(`P4>ud||e2rqc1`<&JYTc3rr2W5Q2Z z^{Y-5!^}N`y5gG(G2tX_&WWxdX&WP&syK$SGN^nrhT~5-($Q?U3Qnub2|jhBVs5(L z7Tv4L69B9Ox#?55ZIad(kZM63sDBg?gBnR1(GcECDq5paFliVHr+4;wvhDa#Oikv{ z+m5awB6ZS=-Yk~M%>-x#XWgh`qQ?vNBr0CH@aT3=KgO99edB{dzF*z5QCY_l-+vXx zo_$L>GZ2a71wynzR$(wofb|;FZh@|(cw=d)wkQVK=Lyt618rpMT_%wmEEW#4B$|pY zhSVCfQ3EQ8UcN*7)pqqG{XkafSA_YK`c<;%ggVPvbQaJ++GCKa-X^3qXr;JF%)Hxb zU=bfPRq11V(zZCo+~NQOa!$cok-@AkcEMQj9y3*^WA@xVZ0Q%5%PqQ6s3>73Rj~wS zBqvZoPH{r9o*PyJ!+2BgBmGn0KX8&YNL<1WfQSG{GX$!W*&hifj5w>iyiDQNs4m?E zxsgiH9O3@md2ML27CVMiqCA#CKU(g)PWZSD6kHA$UH9)MBl8jA zZ@7GePc_eQ&}*t4R^ef@eL0`MFpu_Yha(T+^a1y^_#JBBhopq9$>QAj9XF>?nMR)~WBtRRQ zLcrZo17a)Xoi&;Cq?HAq!k8D5S2;wT4K|}YL<)6L8Kit_JF-HA38@HG?LhZ1qsplK zVI9MQd26j+T_iL~h^j9cD3+8pGc}bEyVkun>l(X1_@lXo%8Iyf^9ZoA7`5T?EB^p2 z+55*`W2FedFlAymqxV-U?yMN`IPafNGHPr0OU7|_?d{VHqwLyF!5~*m8>OK`iF34% zdV7d2RK6U)yK!W^=ptwLq@Sf$_(e8N;vs|fw<$<)g!`?fAfJh=M`*1vhH#&5qkY%CkMR)shSke0@1>{oo*O(s~P1{Z;;nlEJ4U~ro z^B;tYxWEZiPfm!F7H_816(og)mswCBbnZR|K6NVyxhNMcJ)O3nX-)a0pU+Jw{{RnI zq3#g0yd>sA*0~~dkO-es^r$!ZdTvld1u0o16df~ipRFF7C5MM$cZ6|KhvEys@gyaZ z=0J;$!Hq(vr=43~!!5B4MXW;+QdDr~%gZeZ?-E3q>#Q22+gPs?LNL5R3u*R@TU-u9 zp^j8R%vkXDBYTJCSwn4u-XuvX1CZG7_|VARV2hy0cBbyAxSjpq5%E3Gu`;xmt`u2q zViVoY$6k?IE(zJy)t#rcS=pPCuX!^$3{HckJ;3;84RUU=$8c8>cKBK$vy~eC?RGwu zv-U}bhVZp1mlEbh!>RsFCJ$a()=fl>VbIgJ#b0!fWL@DOvJJtQMe40B-MLDGV`9Am zKpcftJ5AzMV;9K6@Wtk_wsR^}lm7Fgb${BPUT4y+owRW>>|1XEv2Zr0(oMsOFk5UL zMw=3Jsy7PZ)>hWn9951av4mKoGIIzn9!MQYHJNhraxjVkX8s~iav6@|zvLbjOU#gX zhZI7CAn$6ykX`a8Wc*EJxMiEycK3JWl3F23QPiDvlREEGII9@D;*KM_#<3NwDfc`r z$SG~Vx`EIErj(2d;b=wWm|jNTZ!Vh;TGV8H)OQ<|=3UR!?rJL1g}UNGAP^3ov{K2R zXt7!XNLJ&PumsSCQn0uK#R^HIcx#F864?MG>$dyIpOqAzN$uGWz?|;*j>TY+4x~?& zXqQfew#w2y$A~*@QZ)IB&TSH=IEAzn$Zp^PJtnTVj^}FV4-QL}6p7qsJNf7-6*(T{ z_y}w6tpSTnPQlAd)>88irWV=Q>-0S2ZCRr##5+3U1KuU~FuQ_8B|wMT9GOV<1`FV}`n|jh>v^W@V?Zk@7zebJFRK^BP3J>CUh|9>#Hw&v=E*I}vGXvRZ2^a_DcO1Zu6~3%#U!HQ|d!%eK^CKFW$?l^(B*5X=e*0Xp~5J2^= zMYlUGas!p&yMvgdYbk-HaV|@MgsM+UrrP88qrm1K;#7JnW9L$iD~PF}w(ZmpA>~t$ zc0g&#S8HTJN|XY9O}o!FjZea^u_B)n4xbP( z0n_6|1IBEtO~XX(v2~WuXzjKd!->1QZ!*k;q|TLF<13~`x?OG5kgX#DcKZysP>T&Ol6l%&8E%_nj!tFwnTHwWsuMPGO+uJcT(6YE$<8{(%G z;y2w)sg~8Ix{k zA5Hk`yBfC(F`MYV?suKG_-;;|iRXV7lemi!4{6hS@4fP)jd1XYQ1^BVUND@39M$YsM`F5e~Fcc~-vNoMNv$NKqFH2g@`c z%D!X8Cw!AWX&rYvB%R4CcA7S{hO}4(Esao=od$x4k+9YyN`~4bpiB^BO}DA5_X&_p z#B{EGnOthC7SgBqT;w0=cV~tx->l7!8vEs7wv!v<@qHBJ$qAC?eUG5mdFZ>aH8PPDVf`P)^|f6weRYE#%s>h})^eA>t77zm;QY=OBaYUE!-+ z+$!K*KH?k0))a@5twB40k^I}$j~KbOV-N4NIC5G@N)C!|PYS2tC|zcYr-u^l3eM98 z%M5*&5D*axfFn+SS~v@AOf7aSFXTDNMeggozhtv%eMZ&@*1)pR}E-7ALcSWm8*u#?SGaE>0l z$L?-1d|)sVc`+!H(nge*Upohv(0E5d)D8uP^It)sg3h{q1(v={) zLN=QfWZ|olTS{|<5u^cDW?z(QbS7h^XLudTlLRdwqr(&D`}x(f(&;OVx)Hxh$Ek|W zTeQ;ZU`4Sz3k+t**zqe=T(C%1Qb-_;h$09)wCYDX%yE7i;ywt(m5gxx!>-#5;V!nE z>qBuTy-YzG9bk_LJ`)18>qnNc(^I!i=&K7?fD>H@XM0&$z{{clNejKG-IkuXhU549wUu9jyHmokcM)fdr5Ih-S?^Y{?CT&2@gH!X6a%J!W+Z`E zOZHM!r6fV+rDwcP*@hK~CCjWG&*8U5Ro(l{DC%N2M3M%Y05nZh*Js)f13I4NR~Hrx zq^cS!e%Bx&YLxxKB*}!IdJg8gX}dSTJ3xER3s51D{{ZbtjQ;>jv+(hC#jLU7;(SMj zcx$6CX#RHoqy9bXU2!lK)aRZx1q3d?u z-uo@;PSSAtkTl9Y4iC=DNyBffn`{MJG~kU2hO)xmJCIKm0_v zFsx3>_qmM5-SoMZW+n-ZkI2zhaNE~bRdH}qnUWJ&PZGl7$pL8`jy_7mn@up)dxPeS zW7p`#ZqeMd5ZY6&QJ|RDO3mFMlrj$>Is9m9bZ9CyQBWNYf`z$!Bka;aB$GQ=$v5|zK+X{c zIVLtfwe*TU!dHlc>kD9vb9o<5zP4PH+-?%`A_eZ~2kNBzYAsZ$@whx7B*c9yxOJ`X z5aNuorveg4L0J-($B^gy+Pa)2rWSkWJJ^qO5S_KxbM&hx2q6l_TyJ2Ovm}8TNKD09 ze;naGo{WwT-u8Qcn&E+e%G2-V>Rd2|lr>yH{{YpUEc~ONsr&aQaLWs8JUQ=Vl&I*X zZlxK4_Fw^FaR8=b@7QBX}+~JKodIey$ioyiU9p++A^d$X>S=}T!^Yi z7?K!X=SsXfKxl~|bJD3CW}p~c9YCyziPdGZO}fRdpyLND4Q6`9TJLVXqS>!K?5)7I##uoSNSc?X&)*Wdb^~$p9gn=+mp`SYIVGh7mDkN>t zyBmfcyhD$Y$D$MmG(VfWO*O3EH? z6q6)K2A0xOZ(#drSjh1?MDhb~-%1~c-Ky5&&gh)TLV{EyaVBZZHz`L0D`Ddtce=z= zad7g3C{q9*z7$yz_|y0m^}Y3t(-!Wf+jrNP1PCoG=w&?)^&7NYDK{7$)9FksA(ukJ zVn$FSz=X=&89v=Pg6`~eF2(Kay#+H_stB}6G**l{|HyMjkecI#5s({`6`HpRkS z?}}Eol9=#Lg#P;1q+okAjnP3dibj_WkSu9O0>p5ucFLQwU6aW{i2%-;_0#1wed10% z#4v8jQstkrs}gSDShi3kp+z!IT|7X3HC*GIChFr4V(!f-eQNs^TTBFlBrJ5Q9~$Af zje?FWwv^b+5>lCjEDw9v&a!5Qz0w{P$2pG651OW5hnI*rZc3heH;qKeo_h19obe4) z1~r4dbUKwfR+a2$#i^a^s!3A9!m{QuF;>X1vX;8}Qc&JocAPn7K#&qn(!ZCIS(ph}{1ERSLy9n7JUONlFihA2C(I!B$)?Yo?TQ+sXix9epWmJ1zHW zSTnJ&n1W!Gl0ga@>9_T!hk&T(%1~!>6(nB^z^RufytXMI0yRE*((TryB@?QWsNa5n zjWW{G;!!71VDuuLLuxBia;1Z;fd@)fo=KXNix5?G^F)+|2~2O!KPn-E<7KzYPkju*tX%{CI@Dp1=^Pr|dNrgI9^ilMFw@LBD;w2R}N$D6=Il0yUwXWMd2;D zq67(AVMIqFV?olYIFDgiO4>>+F`Po#+~QXH5b{c3>68Q++gapv*0ftYfJ$;Gj(X8+ zYoxuKG1PLdgNF92jPS;W($qPv8w=cffw=iBYTg$~QteX43HTp~SY9vKHY&+vVO&9D zcba?8X=Q9>+9NJ`=h7f=IzV%<&MiPCScVB7{`0^7I`lom?KYsUy3|}o^evJnPElPX zU)q;wSkTu<*B+&!{{SlwlF4^wC|qtDN4&2(z1b!)XKuU9OBKTzv~3Dgi)5|Ehy>`8 zl!L4d$K_P}TrH*ATt4H(hVq1E(n&skRlN40cn1sIG!{}6f;QBVSiP>6scfhMS0_zO z3b4=Z2ecKfH=9V?!q$(SiTS0=z-TG*8GllL;X!8Aw$cFxpbw08~_R zk`BNcY^5sLObz0sGzYQV6&*B4B6lQym4{tfQC9BqcbB`VB>hvVqhx*-Ho-?;SCIR= z1d!TN2Cz<_fuo!N(OxF&ktDEr>JCyTY^U?#Ld7YdTwo z6@7&*hQP6OnFqiRpM^#$5OB3>^U6t_gpOOpYeW>4BF#z6MyXLJeGsOL#S)9#I6YhM{Kb@|h@pt|dXW|;s+-0C~VG!wRh zom!7C$7+h4rU^6qThT`Hs{Jh;dY4mT#*KX)C-?gxsuqgZ?9t^Q?#( z1A%wJY_dWy!E&l=wZJu*2-^_(u#0 zD8rpuxpWCGJF!0qBD$Cxwxe=>ODa~D6LWHRK)69b;;LXPGiz+05P=|1#-CNVOY65Q zf}`Op**$0;6LPC8MHfhkL`YEmD$8?jt@o~x5{6%afCFr10phj3G`6<)^*2rR~TShH(64IoXiv^0)+lF z*Js>LhOw)R8xnYXD}_jDY8oY5e80U}vEg%TWQ!a8EBLK}SWsC$Bqwk-*VdcOQfM)| z2woG2U*r5H<)SUMN{|cj1}FQ~j~oYw+p#P@t{uWI%Zyzx;vvMUWGx+IO$OuAvkoG`+`w_= zve7EDSnq8gf&-16ls^hitxeAA)H;Lol>Q)p@O7w!g1o2$VWkMe5V3|{I!FX1Ada#} zDxHZqvw|=J)N?HQY(H9$gOvXO2)$hRl9Yj))~dG*KC1kl+JuszQlp>;ubp+z3#7<7 zy>+Cia?@b*CTG@`%&yr;1ZYmio_e4i7aAl01QHJCT`FmDSyG@jFk_ggMa3p0Z@2?W zm2L`JC{l?qNCW%Q-Vp-1c(uq+yg|^CtJQr3WJ|%3x_t!BjAY@TMr4DQJGR7u#1kj=HUWlLc?N_E)NEGUHlq9Q~ZmWUo0 z)2#t}hc)d2_(Uv{(n(oq14t87L#?((L?A#BLYZ)-A~oq>XHiyJ)@Tcg2QuXv_O=$U z8!2C{NpBCazF01>QYU1Xpw_LGuTiC1u%`4*zyT(pytidaqrlu0BZ&Jq!m;c-*~P=w z${<39pmVI3in|)(EEp>14@z+xWQl}(@zT8`Y@n2YPpwOBdILHhm0}9#!f~?1mCtd> zUL3o(yR~$+b!y`-Btnv;W&CND-YH?!A%M87LeV6sxA)RNI@gN2DX?%*$0mA2Z{V=8dX?o+ zOO1dec@Tc0sJ9BbwtTemR@&07QlSKT)!&4kT792b`$-_4QxwX8169~ve5qiCS}g#H z697)Y9sac)(cW0TnNm~$2To+nS5~k5!W5|SsXzVH$$R}H!7`$y03iPW#;Oplvvo6t zS?_qm3S_2Y;UIF@6Q|C$UM;y&TYX3nR_Oo^fJfphDD2xaynlqHah0X0`owGX`c|8a zp;s;;Bbt<>_|)11UcPP#$gM9HAtgb>&R}6tfsR zE11L@SdECTE##<7>MD*e9b^z>$=H~u4l1N56lp)wh%qVf*;;N44+);N0hasxMV7fO zU>}_hZu$3H&ALSItkQ5iT?dHmT6RJ2MAYmGSc$-`h=^>&$4@$|<5q8CcgjhH|xRnG0&Qg&-8uRWW->&t?E{eO?7NsbjWSvcH9j9ZMZOZti%l1Fjz2n2* zNY!Oa$|UlH=F+jYpIU-c@`BPdf+lq}*iwrEOA>T4btE2`J!Aw#Avv&Rv(8p8nVs<$|;q*tmY?{qv=oZ{mQLSl0b68 z;E7NEnx}Ent09*#yVooqNO3Aj?vxIS6Fc=El^Ve=8n<`ZUMd#vgP&RM$k_fA=Ins9 zX|P%j1#HrBQ+yl>LYXLW8;1bdC(q8LVis2)!>$G%PIRSCG)9`I?vp_HR6B2uD#?B( z)SSX~9KWSm9=p1?w^y+lTTXYPc>sJv%n_vn#l@9pYHP!SpcftE{4V0-4z^P`?hBP^ z@kx2P*!572>*mk-$AO(~NCOqZlDFGHPEt@6E}{n8g#qhE*u$FPUN{)-k9^vkWyhUB zNiC@{uDxV~70g2Mj5~;M4l2WJklqc9-K|c983`(cID;Npj8#YD!Z|B#aT)k5qW#e2 zt4S)+B0M9kRE!NR{{RKNKp@J|I(ZnW9iw2!hWOVJ!5vBe08aT0=ygfeI{HON!W7c5 zo3#KyE+sKON}zK`b`{3ITkfJjEuaZJ;ymk?fa-`)%t?+@r}d{CEum{HhJ^oxTY#6#` zZFcVOg!Gi52p7UmKk2$i=w&f;R5;i8{yaux2RD^13+rCRVCF82c@ zqGb?sdI9_R)iS{*-yd5LLGdCpXlkP$tU0|E$H%8jmY;^F{W=P{fJEsY=h6%vLEdguNkuil&f&3h+Le5&w3!rQmSIB9=-kF1la>Jhc7(^`+a4%1}C!Nl45-CEFLndR>TFbk8 z?A;tig|8jK+X%)j5>x_o?~(?`&bBG4$r>ccK@^?St;u<{`?QOju^RV^I-iHox2U2X3*u@8w{D<(XBaF)DG#3VtmP%p0x(z)hg)(k+l|B z2dRC{R&>R(4olvl)}5M=CkleiWB6*KUeO zfC|htC7RXe28hd*z1b}os@3)S@N4$5B(@y(b!I3(dvHg@RiJ=b=~X@>WiP`D&^Vxy zdP%A=9~e%8#1K|T+Uqv9jXqZCarf;Qdf6?)n`=6hqLO@tWywN|U=!m}+AB`&g-qHt zZ-FwDEhxNkOK^`Fh)O}|B1o+9hC|m1*fid`k4o+7uiXo*H=DUm!d_ddH5LC<31a2t$8fpAS-yg$(Rk?5~;iTwWlj75u z-iA8MFXPHvNg=$7b6!!e=}EG)>!n*TCT<AYx0R!n*uF$Zj zG42?)!cvyieBu`Rau5nsktqNjVl=9sVV>UKX?EiIhZ;*(uAyN-rz%1Y{(f~>w*-)i zCjl3tSNN*5OMRl+-J!xw&KS#zjq?c_`~_#&2~u#!mPvr(H|qp`b#VUx5I0v?-xVtx zO|s4#ZI=#hkfj zG>gTyl^l?se@bf(l_|zhN&~J$bk|C5{FU7MLrTn&W&qlYaN8CS@i+DT<0 zMq|aVpZB9FK`RO%4?3eMyUMu`8UlH;Qm~2Fmz79NDI-tsO{M{e+n-wdG!xA{qLf^S zi>K0^U}?&vv@(K7o|^Ab8&`?|)Kr-{M^V@J>t4PRUKIOv0oPwTn#ulxhOnRn#Y?v{ z5@2s4qROO!6=7#XQ`uAxQ$pEXWdqbrPqtVGF%wa1tm#54ZlNMM^`aK>lnII!#L7&~ z6Sh>2RSj-c2dT|SBcxQ;NGKqU2&he+W*|gVmK7U=6=k7Rdh&<(qu{^t?-VtT*ftSk ze>su{iF2RKR!*z5A^!CtVi^DesU*km_rJG0Y2kEnZ)ezsACM~H4VSIYM-n7__OAzA zca6BF+*ge$DNvn{F>;J2gmD++R~?Dx2@-!AzS<%!!j9l+ zRX)et7QLU^&;4%kaq468tBWZuvKuks(Ek2alTiIrIQgs3!$3(<(158PwAz*SWb-Fo zcha6&1zj}qrd%*QljlnbB{roUI&-Fp%nq?Wbf=XXfOdc7tOSID4!wEnPQ0R|u-j1^dET8RqIsWeXv!BJ;yl9Y`HN-bc7g%J@Ifg|-h8z`QqQ*1V0|JgRx+@Amd literal 0 HcmV?d00001 diff --git a/doc/tutorials/objdetect/table_of_content_objdetect/table_of_content_objdetect.rst b/doc/tutorials/objdetect/table_of_content_objdetect/table_of_content_objdetect.rst index e9b37f5eb2..64ed109450 100644 --- a/doc/tutorials/objdetect/table_of_content_objdetect/table_of_content_objdetect.rst +++ b/doc/tutorials/objdetect/table_of_content_objdetect/table_of_content_objdetect.rst @@ -5,4 +5,32 @@ Ever wondered how your digital camera detects peoples and faces? Look here to find out! -.. include:: ../../definitions/noContent.rst \ No newline at end of file +.. include:: ../../definitions/tocDefinitions.rst + ++ + .. tabularcolumns:: m{100pt} m{300pt} + .. cssclass:: toctableopencv + + ===================== ============================================== + |CascadeClassif| **Title:** :ref:`cascade_classifier` + + *Compatibility:* > OpenCV 2.0 + + *Author:* |Author_AnaH| + + Here we learn how to use *objdetect* to find objects in our images or videos + + ===================== ============================================== + + .. |CascadeClassif| image:: images/Cascade_Classifier_Tutorial_Cover.jpg + :height: 90pt + :width: 90pt + +.. raw:: latex + + \pagebreak + +.. toctree:: + :hidden: + + ../cascade_classifier/cascade_classifier diff --git a/samples/python2/find_obj.py b/samples/python2/find_obj.py index 1dc9c3c842..c5c88dbf7e 100644 --- a/samples/python2/find_obj.py +++ b/samples/python2/find_obj.py @@ -1,14 +1,19 @@ import numpy as np import cv2 from common import anorm +from functools import partial help_message = '''SURF image match USAGE: findobj.py [ ] ''' +FLANN_INDEX_KDTREE = 1 # bug: flann enums are missing -def match(desc1, desc2, r_threshold = 0.75): +flann_params = dict(algorithm = FLANN_INDEX_KDTREE, + trees = 4) + +def match_bruteforce(desc1, desc2, r_threshold = 0.75): res = [] for i in xrange(len(desc1)): dist = anorm( desc2 - desc1[i] ) @@ -18,6 +23,14 @@ def match(desc1, desc2, r_threshold = 0.75): res.append((i, n1)) return np.array(res) +def match_flann(desc1, desc2, r_threshold = 0.6): + flann = cv2.flann_Index(desc2, flann_params) + idx2, dist = flann.knnSearch(desc1, 2, params = {}) # bug: need to provide empty dict + mask = dist[:,0] / dist[:,1] < r_threshold + idx1 = np.arange(len(desc1)) + pairs = np.int32( zip(idx1, idx2[:,0]) ) + return pairs[mask] + def draw_match(img1, img2, p1, p2, status = None, H = None): h1, w1 = img1.shape[:2] h2, w2 = img2.shape[:2] @@ -50,6 +63,7 @@ def draw_match(img1, img2, p1, p2, status = None, H = None): cv2.line(vis, (x2+w1-r, y2+r), (x2+w1+r, y2-r), col, thickness) return vis + if __name__ == '__main__': import sys try: fn1, fn2 = sys.argv[1:3] @@ -68,12 +82,21 @@ if __name__ == '__main__': desc2.shape = (-1, surf.descriptorSize()) print 'img1 - %d features, img2 - %d features' % (len(kp1), len(kp2)) - m = match(desc1, desc2) - matched_p1 = np.array([kp1[i].pt for i, j in m]) - matched_p2 = np.array([kp2[j].pt for i, j in m]) - H, status = cv2.findHomography(matched_p1, matched_p2, cv2.RANSAC, 10.0) - print '%d / %d inliers/matched' % (np.sum(status), len(status)) + def match_and_draw(match, r_threshold): + m = match(desc1, desc2, r_threshold) + matched_p1 = np.array([kp1[i].pt for i, j in m]) + matched_p2 = np.array([kp2[j].pt for i, j in m]) + H, status = cv2.findHomography(matched_p1, matched_p2, cv2.RANSAC, 5.0) + print '%d / %d inliers/matched' % (np.sum(status), len(status)) - vis = draw_match(img1, img2, matched_p1, matched_p2, status, H) - cv2.imshow('find_obj SURF', vis) + vis = draw_match(img1, img2, matched_p1, matched_p2, status, H) + return vis + + print 'bruteforce match:', + vis_brute = match_and_draw( match_bruteforce, 0.75 ) + print 'flann match:', + vis_flann = match_and_draw( match_flann, 0.6 ) # flann tends to find more distant second + # neighbours, so r_threshold is decreased + cv2.imshow('find_obj SURF', vis_brute) + cv2.imshow('find_obj SURF flann', vis_flann) cv2.waitKey() \ No newline at end of file

iC1t?0Z1MO-PopDaIox@ zo*{i5Df4j+iaGNO%`N#-gWv!i2pgg^{!FP(I-s`cK|`L0)qiz{H8Fe1g{7oxY;Cxb9Hfs@(9^5?Uc{PRnqTtM0TwaVtJ4 zNhF@|Nbkmxub!0PmoaUz$nYeNk!0NiTY$`wH7if$P$P)OI-p@fAGX+DU`}avYJ#T^VyZ{})+}q0m{O%Kot!{X--jWskF=+6W;Bf9 zm?FtcTAZg_Jh-hcI*_jdQU|b*anYr!uvuz6&z2w~sFS7>bY=OL8F^!T_GgzL!b8(7IwNpC6_2D{%`VVbxg`nzCu*}MS^;r z;Vge~!Z5`7Kdv^uBoj?_T)}VzpMHaihx5BHI-rVz2ri0sexA(v6Ba4iW6C-`S`;~n9JEYG zzrC@AE>rxWL|&ti<|O>)U)TQS@IG>;U0psqRQwQ(2anpRFP)ukTWk zh?@DcyQxAFI4j_z3Cy2GH20845Te|The)wNIgPmqlFn3?g|Me z((_9Xi84Q(u`a#R)kVz&6S%VN{{V&(N0nVdKcVJ&bIHF;fU6sK0P?r?VpOK{TG~UA z>k*rE#o4sGIbkFYwRA?4*=ye&q)h2E0#KQEYxkcv`%j+dF?wn!%D`OadpUAC0*3L1 z6{MoH+cDdyW;pI8TAW(e^rF4CO@fF5`|L2%kp^@Q5+l?q4zdtZQ#lI>->*uNckm+# zV$*ZO=~^mmH19`eT9_11=IZ_UmZatieSfei?}$+M$T`F#aMXmXzF*+huAcOQ*?kf&e1PvbH^UwY)Iviu2U< z!jZ0{1dfz>E-z74$0Z<}r0xhe9a{^7PGYTJd*ahOFtVeyr9_Yiy#ZtG#;V$LDAeL= zOf=@5Y2rA&2fJ_;e;j8G4__tHP7ZjVfFKTpLaWkCq)1P6f_0JbC$141>$y_5nR9oY z*P%Y+Zv`Pd4GlKKV{jC`N;V}&WQ|9DLkwm`s!?Mw*o_iEj>&2rK@EjD9Rpy1NamaE zaDMzq%5_STma$N(L6a3o1)&mZi|IXKNC1L+2v9v*aVs=b(FPW@`f0|Kb)FH_qN06M zq?I2F5IeC_=(LLGB3%2VWoGG_e7Nh2(Wg>MM9FOV03Xewi%oJx4cQH*IwQ9*l_|#@ z)JuUK9YshbI=gRe#qG7WRBMTfmJt#69F*$Pr<-)_fuxlYWgQw+blB-V*qIwM(C0}p zoJ-G0R_&!si>lp9I#Z!xK&MK`Hyd1Ui1li+Y3gc2P$5E`m6XR@k&2YkEG$K}1YDlJ zczSIzlkYvV7ddWtnVBM{pi2_F+KEUX18ut_I(bb+PPp0|h}2_uHCTrC*aDtp_5g7} z&zViRau>j5o;%6ovg;&pq@(Ag+hq<${QB*VsZCaI2zEN4vmvEfDoke^VPM;0pSP&r z6#B|)HKnJ_Y3G2>ru^B5HP{6bqEwJbSW#8Yxt^?XQ|ZvAmg9(5#Bq%Ts`LWo$N* zL3e~nHrN6$>v!L)6iS{{tW#$xF&bRh=hbnsV{Y-x5$zc0pCqRiG1Nay;iS^fQm~~2 z?*Nh1IPr)zDrM5C5gR&2?lwM8c<#cxruIlZ_r;nURTerjAj)Y&l9bYbKHFjyR+?NZ zlMxnB8kXIye)0Sk&tseMy$jEPb?|m zRmF8fhS&rHsEgR#fv48oZG@R}rRa*}N||K6z+R%>tt9PZzfs>~i@rz9E#epy&<)=iX+AgaL$7ANF@Z@ua%@|L#g?o*q}v@}uH z;g=#3i^UE;Y&g1$nuWP(2G%Cvn-QO))n25p+QVeoKK5cmK2Lb$vX@C#Uk_U%!Ioso z$=QLb6#30arOgObMWXyM#1}%F1l=iJ#n5>Zu-_KOD~~IMHBhwE9B?+5xSc)Kq$r}^ zsXh1Wwkr85lU2+$RA(H>l(Llsm@v?t2?+@S3n}VA0BKKfII+}eabeTuOybEgqcY@% z;+6bTRskT|*Y&Jzdta*?l8OND=jqxfIH0S!lyS`CP%`W9tK_(~IpcL3eSl$eNwuso zXlp33HK!!WuG3;qTV-*ezT%SWs7h~fWR#2VV5KCUuB+FJ4zRM@$Wj%k`pF{`n@qV$ z1pffh&5vJ2;F%>-z$P*SM0YGV2sZJy*!l*O6)5T*40<|mbNymOtwGvM|^1|^{d)Lfh<~A1?#ar6Lo-n!V*kFP(NZjv#ZUSt3I`N5L zemo}py6{06DDB(hk1l$E$C|Er?bU#tu1|K@AdeJ!J$CQLB$IP%U{NF0-?JF2tl)wT zwOnAvDK}TM1`w$C;hA3STYr;*wo|Qt{X;wcCOT<1S273h$1?s-WB&kTt3COGfBaL9 zp`=?HGFA}8h=i$vTJaF^QqGiU65Nd~)rK4{X`v`bVe>CgXdJt*0iXN=^ijmpMCl?*1~gVb^I1QZ#~8EKWl)nfp5N3lsKp z3~vcbYGuH$=KWqGgEm^DHnVkg+SVFK@wK||wosO+Yjse?RzDDp3G%(8-ou! zXR7?7+MP8e2{M#`PO=oBIviX!JW__50^Lc&lN?dZr?3L>k6EvbZ9VrIhrb&b zk3@M1^j$&qKB5v*mA0iQ_E|O~+lX|zlL%Or^U(Nr-e1n{1QY%4+(sU~EZn1)x(9hnmkFH7kFhXwc&d<;2_OO+)LvX@XwT5U}%*Hq*JcI*AYh#aERqslw7iRkb9 zU&W(5*#j=NhW`MZkRw6jt3np?l0wzg0)>=4h{b+RK?UwL5^IQcBVf~^?E|nR>2*HL zN6eLnq*iB6Fc&RSVj+m+veUk1piZDr??9n<7dPtPs|<3ovqd*ALV)~iy_gzh7D_~w zvhqdmpcREAfqM>H0gLIWB_$zrRTv4#JB~rY>m8R-S1Hf{Q)Vylw^0fzRGPXPQx!<8 zRT7l$hnd!}JQZgz?KoLYf6n39jyQ0AldV^TAG zaWx1`iL{4ME#|d{ZWV5z<$^%&BzWS%FC|h@@y$G_#2@)XHc0&>>Ph#E5-7EVG?lu< zSg%O17qR=Fip{L9Tmc1%(UX+7l>ji)QOW(5X_;Kt)C!ahvSaryP#>9e|})_oU*=9MmS1w&VQ9$FhxCq^-ygvhYf*bSR+Tu#R5KVRV=4uob3!bzM8% z*01aba6Zgh8kJ9`#tk_yGG(O`b@1gEV_(~*_`)ScZiT#x`l_sxZ;L6vih__w+A$yM z^&wsKf(BUKC-)HD3}~WwsTKiGxZj#egjJO;i!}u^;xyXr%?L>++Ce{P!(6pdheWDJ zewSEObR_(153GjVN#+R~4Z82KvFgJ&;pNJbiX_@Qhkha(&`#Zcu=jnKT&#xVl&Q*G z#X5m|g~w0>^o7UWjU%R!DJ?N230AfWN#+f?m)!|ZrP0#??O7!1Rx9%Z;TEswU1}>T zYHKlT)b~DGke4o#)ntHA>YQayYa?bwEw@{XO?2(05=bER?4Xi6fw&!*qCZ2-6!r(i z4J}-y#uQScetjg`{sh~dx#Anu37{brD6L6PQl&R#eu~lu@56FLiIVZi?w`FWR_2!g zo)MEbK%!^h+~vm1Ln%kG+Qi#}V=zOeZdjNJ?2skePsM#FN*(pXw1>VHrAV zN26<%9I){xOEQ(mi~7ga9_%(uOzlfRl$w1%GeH94L?tEFY3k^nl1G6U*ApdWT)>r_ zxmK4>k_F6Z8dtULabsdP17dKJMpe#vW?G)7HzitCel0yp2gOJq_J$Bu28XLx)K2Wx z_hte-el8-pMx3bN?w&3@!90qg(>c}xo>X_Bq8sWqTQ4ofwRok?K;vt%X)})V)9u2RGt=+d26ClEt270b=TSmm9^J3@V>QOevH*6ETd8H&6}fH1m*a!p z2>Y*vD)a?i7!ypeN8e4~i?}^4sEBq%`pHTHogk=e1>0c(k0y(9A!j2Mw%vZ4n4yi* z%(bQA%jA`Sr2c^zSt_4J)|6DCRdT$An*y|%5mb7})I!ofOvEYOF5|UL5^Q~-;%z@XL42Bgm;DndTR6nF)P$?Mdt3Y1%2t)EmKj(`;6dke$)A)) zc905L6Dh_adv_EM0t$M8877CBSz!7qWO~#zrsK@qfI1GHmNI$2W?RteZ3 zriJV{?1d#KYXu-}Z>)k()x&o3O=?6XDVdPxv~7719MqBq;HYk-TeU$r(3dAiR3Q_l ztUl0^r4@4$=0vm& zZHL2eL-USz8kbq8@Z5@dXnR~okVu? z>H9_SwalE=PV0+MX#qQzLxHkCI32zCn@X%Eo`tr{&CG_Yl}B5el#giw{=jd4z@H&e?}gHu%wTs50{%T6}pIr36fbfd<}9r)NOu_{XjDJ(psg$4wLGU9>c zQk4=E4`?>Ut>#;jryAq3r&35#*wRh<^|yN;X85SoX*CKnZaB+uo~G(0$j>M$8By#P zN|;}IEPQa)57J4=e$HZX9Lh;!#6Bdeh$HfdqLo;cg)-8G>?j)cJCoKnwH5k$$|Sih zkPWXcJ8DO@b|8E3&AMJ-TVeRLxKo%{B}b7RS088Jg;c!B6||88u3`jw^y;ZEHlO+@ z(R+^N0p1QI$E{@f(u%4LH%yiW(qk;0N5vMuw5P)ipQN>O7l6zOBQT`m@k*1_0uG{K z<)*I_PNq$^%ODTp`xCA`;mBBoZ-{Dr0kBE2LCmNF;xYiKzge z1sy}#g|#+l#l?ty_~5j9lbYZt-X*b>wgG%>gqI!DQdG%avD{#UUhnzQSNaj-osLgo*^O^!Y|QInD5c0^-AyMzKIIEx zJc_Phn&DK6byNa*32mr*l#BhiqF>S#lIxg{+L7=u)U6#}wBVm72>c{`OGUw~qg8pL zmTGNSkCqeGcHa^;Vu6Y6tU@p?`Kf zMEu1a)S?W^kWH)*xk&_{(O>b!)Bcc^qy1E$(u4m15fp#nl?CETdW8H6Vbj@aZk<&O zzg7z$M}*s{{_5}cV_USknu>H&YN|!OS0OlplizgM{kYd3GUvt+3cTUOkMxD5gYDSj zbWHP^TwaCIY0{P0mlBiv@U=J6X_V`7P@(?-#*lBYg(Qwq$=^k$tT-3q0P#`thSca; znj|DRQ1VcZQ7Vp?l$8FkBdctB^-nvnwIP_yICdclh~iX1_JQ`{d)cnFpsH3)WDD~W z^nIXWKl7nZ5vqiSluya7I0*X=J2yzp}yshU=Vi4+Qq zW!u+hTCRKn7WUr+Jj-2*qGdpwwue7BjN%pV7asgCVzT?HLX{e#l&02FYUN=z@o%dV zntVHTdRn#s!azO0!j;vb+uj~`|$lISa2uE`Z@I6{PsAzSyp-a+0y}BeO+t`7%vBg*CF?QTXEt&i}MU{FLQqY+}B}D5D zV$K*F5vYH~HotDi9K$l?+Kn<{ zmhur2I<0RyNo*c{9#*#d9%B@*N=jOAsfgfXJsK0UP$3r^$Nf85_FE{gOUv1U6orU6 z_Jt)0Bm81l4O@;!ikp4A{g{ysm!6#$^LlMicE^_;z^`Ied}^CVZRXu=+Qm6h5MO3s9yS2}hb_*BiHSGRcb%eQ5+QB zMjKVAS)C27*K#TxBXSKrM^OCXeetI%L>0LX<@1&#Q{Gp{r~L#T=_ePWLSy5w5@KCKo@Eu;q$ zq!8<1St|zQED$zOCicUur;zFER666aB)Z?_8i_YbNk1h@NE?o@542;XHv6)Z08LD4 zq)2Q4%H~tqES#?8C#oFK{DeSo_}>+8D90<0GbVyoO+mtQ{8R#eQKWR;VsJGH}r#^5vV7Us=-nKLO6 zsWv0=1#4rKvu%aEIlq#)qE>i{;=NdmJ0rl@Ab-R-?29A-J3h>FUm{U$BCkA)fZI{h zd&-oheaZVV(aEvpf8B>81_Y=QZ?-bHw|+2D@WHFD+Z+%_y!x@?&vq~>?B;Rh&iBCt zWP@SI-yYt=-TixGUapDTYhcyg)q)7vZbmRFwmeZbHW%u~wO;qJ7$A*^H(#>`FlX|f z&*6gzRD1BuuXZj!$=ILfomdP10Pp$d{{Xsi)6=lu9LxDTojFFS{@$N&+Z=SGxHx$^ z2wdkC4DUVEW;#>{6eGn`PdmpX4QmJ>AQcb+ZwN)0HB-@FV}VO44oWYc{d?5VO` zAu`~l)P%AI%0Onrh7;6oJMVm3Q>5u+N<_8FbFXENcDXmpcK{L}Mh29gXQ^KA!N`4p zUiNZt6J10Yu01k7U8=^CtDYj+NJlPoB&L??6yjwBttCpk1qD5X3+^!V=2)$Q zCcvsg>QQzol#%UC#yqA~veHzc0(2xP!_rQ$l^*@_iDnMIHSd7q8%7B4`kr1ptX z8*k;aq`0FU zB?wRe5H>p>-PC#8GhJ3A(_}XukqUC)pa~LRbuDPt2})a0+^W|%P&Gd~n0-@e* zXgW^~Nx4ZE0>elEXgi%l);;)kKJKh&0P+RG{k39#vKv(oZL~BEZ_=Bpt8U?#E7(OyFg&6LItRd5gko`Y>c1 zXd`okpArvN;L*0CUt!JyDh|qcH)kADMuZSW_OT@(9$ozQwiUT5Qk!u~l}jZdK`04Y zR zIh5PL+Y^@#Jm$!LJe6?Hv}WYPcTQ3x;Aa-!nH~kz|x=Nylmopaw{!C8*m~x>s)6h_|sZKKqw@gCJz_H2U zd(bJd<{{>1$cRcu5;IN&B}b@~?PI@HueHV`39liICS-{SN%b9t=Lq&CzJG2CyKG5b zx7(i?U|1xqDL%^tpRnOfh;Z3!pzG^&ttRB9HueR7+&eQiI#PkOx;b--jqD zevO)mNR*n?DDT4K_se!1Noz!z?@^r%7a1`hTYUlgE_dV;lVQb%Xsi7?|++H6CM zCRmF3_^Ay5nDN4oL=j+B-bowWa~N*2m{XL@DZ~hNuu#`_Zf-VaOkYo<>LjXV3IS0X z)KUk$Kz`?SMZ2j7ypk1XVwp4Fn5CvhO@Q;AZ&PYPkM5mm`vxMBQf=EJ3gMs~Nkh{R zvwq#Jf3phebo%u(`V@)AD=^n)%kjfWSxT-7H6&}f>?Zfa8hu|fNo$PDboz?{Iu*if zr+&RbHvso-h_6SkdNHM8N#0Pu8#h?gsnNPdlwzYYMs~!ocOUfvTWQf3)=~lWl5KBo{{VJ3K$!)y1WA%3 zlgun4OJmrv_Y5XJj;VJ;sosmtepf0bL;LcDM;-$3l0q!EieYl2OFE*luK$78I?v)l4M`ez~*fAPO zQw7z%0(5k?27-_r2e+gxw}8Pehe*jdQk4eVmZ7f3=WJ}$)M&ZVCCMbpnYla8NO)bb072me2`$!n5 zvscuRgD`F`TYqn7OP(dimKwd1^nF~+b!iIm9FMma%&V)F^;Jj&9ZC%SK^-GJXezY~ zNx-)IsvwR^1V8GB^79;+;a-`dRbZ%k&dPu$HSKkStKM;{Bl&W^qrrX@h2G@Dl9v_V zcGsn2-lL4Ed4@t18x>}5eP1|er70dM*dNh2n^$g;P-s72%MoR?q5>s0gg%qs#Z8nv z0KO3vS~R-TD9SrfN?VX|)It-5O&Y+O6oab}J_-&zVQktZRT4DOYjK$zyw*c2PTmd? zbKEeZrIgU8IF)(>A^Y?nf|W*ieQN?ow46VSLZUi2bPUl{rtf6O^PW3o_6A=HQTs8w z(HY8|;Sryt)e@c7gssRfEAx^yw0)pr`gwKIZ%J2-Y+iiS9CZ<5^o+^F5|9_XGoC6- z6U@aabZKY=Q*%?LAlNZhZ-_71#Mqx<$FZVUp}4ixW1uz?N*5Ix(61A4Q}*J~QLD*i zB~{#?Ha(NO!Z~rUKj~QF0s4awX|nR%@&z8KxUXN;W!^BqdQwXN09h%-<*8V)R#6Yk zfCxN7Gv8g?tWLT>DkKjPTrS+T!GL9e3-*eKqLrCF+D#RN{@e zjJv3W{Z*$`y`tE^N6hwD_DYcZfk``xU5oA<;ZaK}r9b&);sYjFf7+yg{+>3^${CWB zw8)ILttmG{@t!UFLXvIoH}1s7b8Lp#6zt(fO;wcGUUOQUAEtLF+liDFy0=vQ0%V8m zF1Uz!EXhv%y4!cJtt9;1F-!0&*NHMW9$GFG(rpq_J8s!JPqUsh6;z6s6J*Pnt!><2 zia_g$;;EHYQrR^M#F6)z$M-lJ!2@Q571Jb2puVH(A>C}>vq>V~b}f>Mno){uq^Sq( zr7CW0lkprQMn;&@^AJ}mabE0cQ}QO`h>7pjDo!bs=6Y-#z|w#%y)A^7$m-JjWh(cT zcw+=Y$nQ3W*z;;jr*0iio|z2|`Ei>{Ry;}Y9tlUi04T~gx^=zut`n( z?|dt1dQzrdZPu1{Q%|Dccy2)UTNTM&9YSzSnvx$UA@w*USdI9y%w!ywq^c(za^#tF z8|=0d%IV~AkHxAweHoh5G2)TvIaJ7ma35urKFTe%_=#~rqi(Zqd*VG(i>Sij52oE8`l{eT4^@4m39@VE!s76zD z>ODH9h4h59Hl#Vq!9{H;C0;7kjTO+!lm;cbOR+ck-*G&MjMZrhrBr|=l&>N%gudnk z0$(P+$gr;{zL;)AUPQ|EGz$=z(nAsui(A*wl@ojJN&Wbx$jG&3YT9Y=D)jK9{x3R9 zZ#RFc>VgHki6;;8&SaF*69IL|d^S~fjae=oJ;`+mx_nn---}F%SM37fL+y}*;G=wJ%h75;J(T2-a=yN0x&gVOs;wlcecGy4JNr)#{88#unKbCgUTdM$ z*_VAR%}8y;Ikwuatv=;jxMDMpW;%P;MIx>lDY{l7l_6>H1b{p-ZAN3y&{=htlNMRh zc#x#D3e=w44LZkxJ@~D+oh4HqL#CP_#D4msxZA=ix7|(L5RLw7t=)^{=&d9R%tBT^ z@>G%^cr0EJ_UQ!$6Xd!}{rhrq2po?4L^RdtGa7a@`bq&(N>^y)BzM?>pbKiz>P}XVUs*g>CsR%lh5j84ZhhF1R1L~czu9;7+ zCQ9MQFdtthA+BRu{0bDS`^E4IFapHI1PA-cDSiZy4)7ikn>?fr!7C}(azWe)Ks<=& z2%Cc*Iym%(!ymXs!;YiZEcBv>k+raqaPG+Ic zVqy=PRA^F(=%_t*RC|KKO}l}%Bdzx-Pzo~?HVfc_B_*DViS1HOtA21HBeNWrqpB2; zx_NDpUCB&gqr(k=B?2)E|r*|8x%38_^azZEgx7h+UXV6O)eWSZw!ds#vinrT~b;fY77)Qp|`}L%kR{U(y{fBK^({!iCURarl|{53OJ0jX5VT$ zR?@pHc^?acaanEz#h}TPNS7D`({YE9w*1P1Q-5w62=z6o%S@iqib!!XqXqFn`Q#I- z{i+wXE=4TSGqjMB6Rjt_lfWrM4Wm zAvaNSGMV1~t@R!4W7)qvdow%1WkMBmC)3KGO_~f8xC!J9fw>#^9{fdN$BABF^)J4I~Aax8<-4(_;DxX9x zK*^gV{%1)X*gsLgLil-^ifo5f6}o$@1GGtKT5a5tzLI^aP{TxdL#3H98FqsnIDCP` zEowqZHr(nK9sBz+p{L@;Q;sv0DIwR=o+6U#+uHjORnK$(0FFFt&}M~-hDL~&eN;aV zQ<1_z>rx7=qu;g^tf!)ymlR6`>j^@+kmH!}FvUeShN_nBC@)(q4t?bUcjXp&^@$Lp zzVfIrT}`aV4Zz-|THqZ*+xHWME@!#1qOIwfHdAUtp&A%;ER>K=vC!NDwkuV-O!m;h z(j`N^nqhJ{$w23ADLRlljl6Kefm)YLVa8a>w7acB{W&P*)(KeyzSj2RIXWs@rQ<}j zllgG@hVg_G^k$BFTqy&3RtV{c`Nf49@|={Cwq9jQY#tl35QQL~L-KY9#NhOtO2lM1 z^(pBfps0mOWkgt?REDfc@fb@~tJ9}RNPEfsJz~JTt|PjN {M?U@hab=}fF*S6b%ikkD=G3UPrGC5UuhDsKf8)+p5{K9mb?cZV! z9ar-#5nV6RvaKD)TuM-}odET# zhzRC+gWHZSS`d*kWj{XY`1~TdpGPJn6)gp}u|6O?FcplT>q1NiYOED*l{S(5pm1$8T{VR|=ZG1tV+yu1Bl>(VZkd1C2#*pK>kc}!*f!CyTRuW2py81hf z@Vu(pdFdcX^5dw#7Rbdv(bJOV9t3}qV1=IJy8BHxRr8SH32#s=sYIIr@`cIRV$l++ z+@?^sp;wAjkh}S^UqMe&hQRadw^li}R;#lyF2jSD>8>a&rd)Xe#@uX@c3M!hg#)A-Dga)|>s#0?Emr$U@ZGCEKOK#t) zp@~bEgkkJ$#lA6BPK-?DnVqq7$H+58Fx&@ZH5C=gY8-Rb;iVw>izH#CQ_fn7{AjL7 zWW+&QA4`kronET003_dQdp5-#th+7QjzFhJl_74dlxR?1kWSZ6JC5HC#w;$tnM|ri zr)G!bEtZml1Afe3P1wp_CAvova=S4%%Tyscl5CYFQr1InByGy= z{6;b6W=WLSoHHKdv{LF7z)JLl5>3w}gW5smslbp`q>Vsaj*;xLnhs%H48+XH ztx0lg>fyTE3DT4>M@vZ}>T=+3up9PcPXx*56t%G8c={&MyQ8b-Pg2n_VA|Wxrq~8& zkTy0^UvyHZ&5u*0WoK5*#l%aEAduh+=-eej+YRr?+m};HO;(34REl_~IZRzCOIzR5 zUuh}{P_vxMRFXb%xaGLt6#oD!Zr0z-E1yz(jZPr74aBEQY&H)?l9g_iBy2(4o1N|n zuf(oPZHHq_ko1~zno~Y*r%j3#w%vqv8yj|EV70Dby|vhUqM6gGkf6CF8)SHb<8DmF zh4Y8mf!viD$&y{8&Ta(tpXm@P4Xqm}8zgA3BW{iMzh#arSzjwpf`BN#*QQD*_nC#1Mf>!h-yi(!gsWuKS+ihWF*xPbRxBL7#TxV|64g%Zr%Kk6)%P_+Tt0nxmprn^so z+J_RL>uOgnByun91mblvmrqP-6P}QXt+8*5N|b?f%Tcw)E6JZudN%?T=4IV_$xDgb zYg)kLCZ4)ae}6203q)$pQS@`VgR?g@g|TBoDlwemh-8nq?#fJB{B0 zY;zm6Ml71tR4qXvoB1CMp+y#@QKq3r1lQvQ`oXo34~{dJP^io+GUmvCT7r}o;UM?h z!)!#32uL;->c-@N4x_S0=Lj|5Trw;O8sn~cCXSf-JUVtVWUXfXiLwX#rxvn%`nh3N zRgLC(UYQgo#SxHI`N|hRX*gh1t*wFx*>FzaV;lH*V-04+Z_5ED-WVW{O^;UC#HimM zB}U@FV-k7owg@9JaCy;1q>c>guow3colkfQ*Q2zjK zPyYaptaNQg{LUUuLKiv0`j*w2J+Hfuf5JGO!)*>J#GxU@02H8|&xykNn!m#oi~j(n zcm5Kv$DaLnz|S0b^c|0GBg}&eT69W^!@~anEwHb@8&5vmdQV3I0ERInsHD0}MP8|q zsS=(J#9WGLJ31n-N?aX;avsjyBCcfURGCoaM3o{uH(U{)SqUYDEAmUe$4OT}+k34B z_6Hpj`{PuGnUfXR(hwYFjYThgG(g+pNEuQD(4K#@nh!k&)TQvT)$e4N`+eC z#i%LIHd545-y8y^G(v*xr436Rx>w4=^wy_VDRnn8N0>UQn<@!YEi$Do=E6pml>@tF zHXxma&m(+wB*yfeE=F3aNN`M!61Jr_EV2Q+QW4m+s0;mIcCi@Fn^tl6IMOH@^II(W zl&3>_8_<(*t}(dbD*Doqsax9D3bYkU!?>f@=JDTZ2i`zEN09@HwQvu|}s6Zy#j}J-|ZM}(2fZqJJ$5dJzQ*MRJds~+Y zQgnjKdlEpuS2Kw6X|Uw5mZY$WDM+v{jb!)S?}aJFVvZ#>wz%-{{vrr67y_MpN%)UA zq&ERFVVC^!l<3oS4P19WRRaF(E{T??Rh>$TmLxud(@b@6mXqF3Gw)jnc+!ECa#`nzJ_Zc8gSrQ*9$; zNETW4{{Rz(6|CP`ZX}9y>Q|V{d8IbfrCLU-SQOsjUc-i|>Q;p^3X``p)t=C#+8HX$ z3-2HQ0I!TzJmpax1^Qh=3a?98k6FMT$=QYPTzFF_lWQQDNAPXpK{C<&?U)5rHWiSdA7v zXP6wezBN9nO9%==j%-E~vsK@7yFn(FZ7Q)zQAyp;Ys0uQs}Yl~9N7T}nPp+t$nQ_8 zefY*a_5_tZP|MV*3rbDhWuG^3N4-d}`!J1CX#vt+q?pPdE*ye|U-MU|5)nE&wqr2J zX!0ni$JUhokpz9XUVe;~n&l}fI>r2%T~*F4msg}Di!3jSTf}#~ZK^Ge)o2ffTqu(X z#a~k^S&-NRtQ8S&W$~3tlR>GWZ^lhBYLo_sR;~)c>**}-;0L!Av^6SQMM51qq>;B0 zB%2>`)IHY3ca`Sr`1ln#Y2~c9#7cZf+{-$t$#4qD<`{Ok-sWBCJg>6YoUVbnOb}FC>#6n zDw9%_!2+3DLbv>yBxonaB!Yd|VJ@*LN#Rwf(4@AdUd~6*d`6oa_nYIg>9nmlao+r; z{$PIS(vv7Jy1KGbe$2#pl5Tio9APxKD=d;Kuoh8kt#TlRBiLHM+iXH%%4_3OQ34jP zp-Jfu@{X@=EUiwYsA*zVVvw>$l81Qh?cA#<57NeR8$^{CRWg}X)SehnM+s@(<7HcZ z@J<`2(^JB*Oj43JyKr}IPx6NU0Hn=Adr4#vHK9sR_J>dRo)KN)Hl-*tR7fcsreiv7 z-K{%fL}6EmIPuwZC29PmH^PF)hQy3cl|yl-5GKW}LrGUf)>Fr0^;K{@Z;u79>ThrqsPB&A4Z!;`3Y{ZMEMu5}Q}>Wr8Y$z5(z{fhOt^i!q#ETv~kTuS;N{a~&~+l7@(wJIw~mP<}DH$&j`N9poO_JfGiqI+YLGZ5M@ z<=*fRphk|H-9+MrY7+yFYAiYv76x)<5@*I`s{Kk5!g>wHn3-rm?`hpdBlLzbc9)+i z#I7{@J#Dnw++9%~KGkYRxQtU|N0t(o2zJTbIGZdVZsg&l4AEMNr3k3Hq6LaxJU|Cv z3)DxjjB;&KrW_SgLfdEr^fw)2vor+u$1NdX>q%mG1M`hl*{`tjv1B~I;sC8s{x@$0{wro`vqR={R^Oe+mZ-?+apgPsWx@uGo+M>9mU%aQK ze|W~pbG)7AH@x1d4hNiDR+&+QPWE2t=#Lc~TPl4iZp~_zM)w1fu>dy$BQbK#DI#KU zpTrx-C+6^kWomm%66q$PN_BlMH7ZfkuMx{na043MMr2LG*F?;y8>up*`Lv_l6pJ5f zjvXH+)P*5(^3{H&O&=+2OX9WM3bz*S0~#Np`9gw{ktUazBavbj*=gN9i72_hc}T{= zt*KB7RvEj`bzF(WM=6Q50H7_vB}TVBI)$#D z?v^CeYT~Hs)WgtZI*quIR1md;$fR8=_5pF$F}=#nxXLY5XqBpY0?JEBOy&?fR1o`YC_eI z04m(Y`rIBKHik<}ugJ5Aj{C_X$$H6k9m!G9yZ7AVI-G$nDp;;Xlv)6W+?3gTH~Fp& zF8eN_K zRsHG1()3P^t3p*xFf3|f#BKMKQv4n^X>^35LUEgFIgi{=TSbB+6;Rk_pE-)OM2n_8 zm2pdB$D-mk`J)mb<^{lbNAsDqMU%S{(x>Auz@CzC^?}7YE^wsDe?nh)cT^xFQQKb`NJkik8 zgS??e-s6pt=x(V2p1DZr&r$S0m#Z5RJ!~%Q@O}2#|5#%Vfnk>!@8nCpu zF0V40f`t*=p-s3vU{{{U2wgDN;bn6+z7yAr#1VpEVR!lq1?6h>-GKQ^)b zK}TVR%@pLQD-cl{jnDT4tMu(q%5Q6=Lo)37ZuUtisey`@r_%5nU)sQYjU= z6dA!=$A4I8tJ}Igw-{bjic}<`a*_eo2vc&p(s>b^u#F|n!7l{G5Hk1()(_OwC`cnvVpa( zEpf>0hzOOK=qg)vntOFhd&f~jts&M`ezcG_@do(vL?0)0M$3_(tYwE*EVC7Ab&H;& zpI8rO3Az$uCHAsLIe&UupQr?nT%(Don1BSenWz_Mb#qFAExadtgBF)FT~ci?MOKka zszpHxF8R1TKEv^L2|N1QLGQssuBpeAh)agjUOyQMWQ(@(JhxcTRoT+jiiA9aUZtf{ zsEbBrg1yOsQgxS#ezG+W--xqg!`$u(WFD&^IKX%~su* zjWSab;P=Q1yqj8}q&rWX$VU%dU!SCMF0+qGQZ-EucPVSyh1U z9_(5|at(dmQgWp#HAdk}LP8@gN4a45n#zN~F{s7jMrQ zD~ThwNjo6;Uj104z?7a6_LoyPTciC^N3@zSTl)N*0%AF8nT_$8hCnp+b=gd8<(kaI|43jjlM3aaNqXsZmmdDAU&Q-AIiE z*Ak=JHKOS_(3REc>(x%AS6oei;LL=jAdccx6rW+knfZMUyXJJ+QDr{KI-)q@6!J~} zwe?%R$GaP;wG76{F(B4v#^Ljfkkd*}a6wPqi|SE6Lv~?m{LI901p3zzMHY{!Pi;k1 z4&|tZ{mLFW#*gPpqeV;evgLN3`gtj(rN)8nJWFZ!;oTQFX7<}@aVe{n5OkYTq{mnP z0FZ(2!~&}IK}%&dnT7uVl-q%%tot-1{kVk2U1^fF1~U{{3-#ZM{{RdV+EJkD{b7U} zok6C_0bB?_4!4OemZnfB#Ee_ZTUT@}@;dj!jMJIx^O=z1a{WE2i$;{b=_N=bm5MGc zu(-XCUGYnS2+eXLjJT3tacfNA^M*@E79=Qz08p##WD(#khMs7s>Qfa3)nv8F5}SF( z-5u*~ODQAsR1Py$Ityu2g)piSLEZM}KEvb1rE4Vk1LKWK3YAG6oVm#ZP*Rk9!M{Tm zrbdyKB}!C~uybede+(uyB8eIrTyfI6TTLLWzZyY$I=O68tEnpAkQVGw#%{%_w#prg zHY|iGAfsA#SUq6>0OE1EEJQ3Va3(y;eNpFatsy4eOWim8?LFfjMMT817VAk#O~(^QYnOO~mITPHk7Hn!X(j;V#wT`>s2+!D7v9AX3Vo-YvFn^|H< z2~@PQ_s>&jNgaFg1H_C^VL4)AlFfBfAW2Zw#g4**J=-+0NbldTY-w(_COndvNNu=j z1Om3nQb-rMvE{cdym7IK&}Yh6cP$!=OxU5w^P6eVPpzf3bcwh(vG41{X{ebtleCnj z6SQC?7s~nTJ2C)e4JmaJQc|fcuH-*e3vFzM*pDMGdOd|zsTq=;RE~vo;t8Qo0eb=x z;&&ayVWcppoqm+%G__PMsYqqWUm7;`f)neGzK=U%9a5{4xJqqo)Txf6ZXHqyeI)jA z8&S8o;UAw-OQ;Hh!{894J5QcTN$m}*N`dxb67;2NT3qy!+eQQD{BDV&zFg@|Hjt}$ z?9Yf$_(V9Fb26?=(b%gQC95USw5={Tzgl$I9^-67s?xKXR)(NBr0_}9RHn+8bJuh3 z7R9aV^ocT2uB{?!8%ReEa)WY`i{8Oxja~%bmiWJAT;nQrF{p7fWj&{mE#`GbmX#oW zb(9F~-outPCTV%qD(urNkTxhjtk0otF)0(IPg11`3BWa$ah7GQ`mV)|nuiX8rkV*-ey~uoHtaU>7`D4fg4JH15&DvZg7%XIrJ+lBs@6-22~tsR#H-qI zZ+HAV^#7-GxMPR#J$tC@D4@^9mnkH|45w{VyV$R-wg;%xK`ZP*qH+EG0Y2sEqjbDnUUqaON~%lk2~hBA!%{B0KSz4B|&;ePT-5&SOPmY#pb0{p;6UV zlbB^92plmH=+i`}DhSd5JR%FJ(4v&7D+0rCY%rRam|#@m!--FB8}G=nT5ZWKv7sOh zLB$dPI*owb>O3UMLQZRFW&;Q2*oG)JbUdsVEz z5=x(^pE{aXP$5$WmX_|4bf_$qJlGc}pcQ@1?+oR+QspSpvp`Kf=xxn|=P2W4E4Z-%vc8e`6C z3v*kY#%*q+f{=u?Hrql$PL+0Bdvn_op))EFndKOgL1xa(O|`H(*hgjH2i^ybyzS!; z@?K<>Po$Cj&aw~)dQB<7_M#1niWOzr;PTauc~X%ljVIB$iBjrSiHbys`kZ7SIIAtS zMsYlnlW@C>Tb|qAsWoclEnIgaH7%0RXs3mtAqnJ=QE)w=TLoJ%P^%3kime?9Z6Mh$ zwjKbUXHdBZ-HeKv%T;C!BqMtbSrePRt!B>gX_iI8PoIdiR{XEgSwd-(sf<3UPH^BU zZ0@~*Ei15Za8G!?DVaK9IjPE7X{b}lN zR0>Q+R9-=vR^xys>Qil~DJi#A%5FuvJn>(mRAXhCElPS4Cwb@z67?uJeyP3fzUPp? zJZK_d3BsJWY=jLGCCxK(C*RGSBfRnJ|=U$k2vD`v4v zk6xD&gDL4W=GSJF;M{hkE9C*pS6{N`=j9_j)iW7YHkyUSrGaIQe;Vg#Bjk?`c;|(s zHk}%5K-e9viGmJMd4Vz=NERmQTlkWyGW@NFgVYBG<+WPTP)H>~bY4s9Z=( zts#AyhBmWYoga8}=0~?Aq4fm&uWT(T<$P-?8hK!XF4<=`=DAXxjMYUZJ4i0RsS(1$ zQY6@oh$Ap=MPzyK^UiB3tGeN@xYVJ z?TJLABB85%dE3%B#HbZt0*Sva><~nGF&KVaX=@7OMk+0>DzO1V%1P}>+T*kX%wu_7 zz)kkHJSTj3qAh!UxFC-dJ4QSP*WB%aR_E7^Yf&eW!31PY&CW3@xaGDyHnqF)ih#X` zvjh+jd4q^mB((cVjQdQu+LLvMfGM{8@8EGQT&#BX;eBp5o>L?+kdoq?Is%ZD0&U2H zu?G-ZRG`T$ZFpX-6Bj6nX8xWOvq9jXs)ar17TmhvD)OpuD;arH zB141&uJP3w%c5F30Q5+{-G==3IIytgW!jODnUBYNq?XX$m4Vnobc=1xCgZ}x7*@?v zMP`#9Fs_*{8dSa_B|%CYP&#f?eO$Wq+uOD*mbI-IY6?_F+(7>9I9z00*uoTssR;;5 zfjZcc;Ms4p=M;JMI&`tZhVr7g;tG+e9Tlr^5^fEEHo3Q0<%FhvLKKMXE)AqT>l8Xr zl@8EG*6+E;QmWHwH7WvI%@lU&(h#7Q7XcwiBYPC+)2;3E) zYHUt7E-a*!>!tX4k3#Ha$z>>9k%Yyl7M1Rq!*!W!Hl?8QZZkG_;l(>4q|ni`|cUf{R`Wk;3NQb8WYdoc>7mh{H+h9vQ#9+wy?FSLH;d)0Sm|Ds5Yb8(xEMOS#^5u+G#n^=P#_tfUK zGTp|M^9j?j<=AX??Z=fS5?)fHO;l&q>#;SklU21&PC6;cm^nXA>vJYAYVvs8G$q`x8rVO%*gxdWI1}c6~gDAWM0GucN+GsCR%*+lTb*?OTcu z6>P}>SaBNCN42s(&~XETdB-wKpS+eQs##()>Zs?_2C0@n+pDU89Uc-^V^Sv|FEnJT zoOKWRQw^q5W4ySl^Nlei zDIHxNAOstH+uIjs@(SQ>N|{)u2KNYwFOJH4gD(EyaHf49Fkj7O`Ubv`FTkA~#(4V( zAfE(`F;hN8SZeBYt9S$+E*SWjy>klB)}S61K7M90qr=E~ox%LssG1#3Lujg5Wkmf_ zJ#TS77=f7ua)9TXR!S-n_eun)in$+A#0x0Q>+o!Z9pkL~NL49W>r%k+oV%Yb*H_xBtuG(_r2=4~UQXW>(S zYRJFpQQ4{%pCXp9_hw&Wi3j%*f82OP2Qu{Nvs_+Za<3F6I`u6eB}p6IDs4(ifaZSe zPC1u0HwR6AkrOdfl6po%0eXA24^;b(B|^@iy`;Yt!Ejc@_SDmWjka)J>hD$YG7C|7 z#(f5+{Tf1vD{4Ux##a1`slBhyrGE@Ebj;MGBTGpH{okV54WPwnugUdYAq@(SQkrZvwo9?e>?tR4-f^*cS2DF3Zc_ajnxQC_2O!De z$WM4rG2j6hd6=4Xv&XJv=(8G7zn)WTXI32=G!j zKdXi%Qq$C<{{SmFQlBA+C>{kT7gX98_ImUn5D8AyD;jxWAz`<_i$0VNabL#l6!EBW{lSnp&F{( z9K#R&9JbQw)8aZw_Tmg@a#casB#8Aar2BR%FrVVIv2YENY(d|a`*j>nWe$^)g$b!E zPSg?N0J-8gm~M`)auia&@HvOiRnnn|@x#s<)aq483pCu#mk_v0=NKrd3EII;YrdY| ziBReQVb)y9IVwZ3UZP2y-1!GmUJ_l4A{F*Y4Wu3*zgSoX_UQA*P+?}63q7X}vQmVBYgU^7;u!mhw%=w_k=Zml35d}ORR zlljUA4f6g_tXAo16Q)xgN_r`3QuMx&^<7Hb2lS2nF{Yr5$Cjlkba`@{N|cu$mkAnp zx>KYn=8nVw01CJr=M%<#p{bOvt4)&RvIV9C2~nsY3E5`HhI6{B zP@Q0VyceiKMB{rr1b4au$ijAu(~_{e$1ur%I!{oR=GiMkFj4s!=UW7d4>raYq)u59 zUA3Z6fG&1rWP7gq!$QfA$88o085>F>Zw~F`1dJ5^)TtIltUvnwD=8-06bL{;nd})J zt7H{A1kwV}+5jo!c`<@DogyG!B*=3`KpMru7^bfnEjK7V>6DaOX6MBMi;iuKUKr$^ zGQou~p1i?oK>a+|!#xlOz{!`$PiP5zRPavCvSpM$lMSsf%K0iUheRcn&J;BoE zr;UJy%vQ{6KmB`%(G1?llBc|oh%16lfiK1iUD}yd4vB3py8jeK8BB$2K;XVWyOl=3 zn1&PD;cvpv>?)AKdQLRJsYUK0&?Zp(%S{jE#49#^^%-UfuT(u08`;6TE9B*Ts^ugafxHShq7Ps`I;?-6 z&VAhNa>K_X>fqqW2eogHS|Ir$h?d+Sr^8M*xXP+h(hTZJHnN3#-#KhotUi73OCx3C z|50~qZ9X#TcQi%9hiA?ElGbq3qN44owv^1$W~>mf7rG!S7u|}=W^gBU(m`-Vt-dKw z;h$~rO8xp z-&_3DL-C16j_p;k zd6^NA@bbHuGzqQ%8n3U6u+}f)bQWaXJgKS=(LR5ub@C-{dh$=Q5AxrEIr-#B0QlI* znX)+2hs^h9WAkPeJ%*|OOy`|Qh8(~@<17+U5RzU3RX1GTtxYi33V_F3QqR4+hFby3 zCu11O&Mvk{-zCzF-?PIpG^{>;EBDiIbUIaQQlggfD|l{$p+&_SwrN5J;%7=n9BaqZ zb#JPL{sz~!rg}mM4K(_=q_nSX+5NO}HYL|eGce+FGaYHxMrg1;!;ml#<7~d++i@_< zF_RZ*=NQV(B~od{ZHCw(P<%cxFncgq;+hvQ!PjsYXhgtjqGUw`EW|FU>DaC7t z?+CcJW^9jxR7y(Bz;9z;Iur_43a{(Nt~9pbXY(^x9NI9rZ3X%zX7SFpASSEOJ`%R2 zhEiUg8%fONS1yq;IA&)Gos!&NM`fcKcTf2k8tr4#LD0nbu_5M3Mi1B5$$x}`rn7k6 z)Jt_|iP@)Pfcb_q+7NdWX$5DEjh<`Cbt0z{T`|A6DIAqXUcEL@aA;nFN@g`()iI&& z9|g<0;GZgbymd8212-$z`T|3po55^fmI&IXawPY=xcetMR}k9MVtasBUil>k=IFA# z6pT*|sAjtLF6y&mP?lQJVw&lOwoe4uJ_oW{M2pTWKglf7Y#gN&Sw!}~H$Zd&*kS!; za6mPSwzJo$E44`1UZdKd7p4AR90!Ac#z0)+qEe*X>Ko3?>-@4JITIh5*B` z_sNYmoX40Cse7?~%k@7T7Y!b9C=+m~45(TY6!@k}}-? znbLPImZ_x~*k-X7?0V7RYe@`t#1M7WH{N}}9PR~h`B~geD28cgvO+(1cQL=(cb4Lz zH4<{JrlCCE!j!T9t;sn}SzRjzvlKFaZe;_{EfkbBIbkMZ!67*dN_}ju-!>Hp^mLc% zXt^jU)8LD>gY^9Pnyhu~>eb;yyGJVV)E!_;l3+~9-Enw*sOUfg6e-E6G2B(Murz=` zvVkrZnMzL?gwn>g=d+WaZ(nOzH3^l>#(-?xB-rCtZ;unKo#^r<1nx~YLd|xNmFmLbpnk5_f%f;_2ou5F7eUTBYULezr z0;BKECo~>=r_h#G-i}eN=y{t?d08+T^wRTgC%qDN`)cL5A5@8`?|dvYo5~yTei8_g z3MQxzQY;Im5u8j!CwVL-8wIQPc`7ql{pc4lJ6eZ_b`OEKZa-Zm7%JqkB~Pu}_2U$J zxV3~E$L?aKd2QoRTvWOTlcfH>Gc_DVOjEu*AMcL?O(l5gO+TA^z77}tCV=Fq(^IO#4T>;OE3DhEMw-rxdl0D=%W`hQG!w7aVtg7 z{y&Vm#OS{xtkVd{9*-*e=mNVVQF5%fK!Q@aw3-3oK zuD+MlS1j8QCc=kQnjYBovGEuy;Zs5QW7*$bRv!K@>Fx#A^5;{A;SUW_ZL+ziaMsVl z!EO4&iWq?-Vvxj_yw)B+*9`uy%u#)RVLxe~^=s_1`u-CL)KflWdO*W-x4W%^qB=F) z(EVq3`geM0br!AJ=;?2)3gEit{P!9^AlnO1W%RvAn!v|GcB_Bx6o2?)lRl_;;hiep z?TmlXt3)zdx@o~{;X`v|7SMmnzmOM10 z`?s0JUqtMB+eBXeQ%xgb6#QdY_q@_FGwe>-Kg#A9ucPd3HW?}mV`Qb7lg?V#GX59>L)ue3Nj=&4i-0jyC(@3b58N@D_y|J0*ajI3OrVwWMYL* zndz@4@Rbj;ZN9*Ev62?jY-c9_w#eWo)MilYjAO?5@q~53MEQ2d^?>~|CPZgJb0$q@ zS-+hvJhT!kE2Ra_OH#_|!D@i+!Q?zK2?RdU#H-vavZP|!OnZ@3W;yfdcdkG8mjK%a zS3{>PzJ9Py;B$P4!1zt>CCK1k)Ubv$p1N-|eh&H%BWMNn?{(^z);*KOB_E@piHDVD zK_Y>>l@DWj^6U|!HOVYB1}p6YlL2ZP)T5fD2s!Gyd}t71T5!rS&l;&%nD1d0;=~^O z5pR$EU<3FU4-2HY0dg;-fl*(bkaDGrv?fJ8d>tk5X$}`bx%af)kGN!^J(YjT z@$6_&@FA|nlb%@I*tJ(W%T$}?)?ydqM;$sdtae^8dTB83wg5}IudN|Y zBC~d8xk6$`i{*MW+#?2puajHy0JG`}fTck5t^wEZs4UjwRA2qaAOq6u5 zw2%P4HClrRk4jM^qRx9CXY$}L^|4BEhVg6jvdNJSO0Mj$UVK=erWw;y^zD|`mbS-K8{B~ z&w_AgDnWsuzrksteABB%ahBUggfX2?f7V0w!(NptfbTgx$!5d3(Jd7M2Su2T1l z8GE2w<4$crC_ZqB6}tY+LQ6h=RP%y7@mLP9>o2E8HU%2FibmP?-~yWh7!c(gP0TxJPdxd0|@{EVPCGHZnI;mfUE z@zl@Xt%TU3cIL|L)s3I9>$6;H?r@0R(x84q$cn92YAXMWY}UU#J{M#CtuFuerIda$@&iBUOm*(O^A0BrxoC_ zn|P>g)rxb|@(6NIB>9#HagSW29GNC4dWqGv(3O$o+SlK?&g<9H(D@$nO20_T{TGQE z8I!HpWl7E$Y{&ix1b*$XglDdAYo!v2QbZc+FAY2PGl9WkW4=aFVw{1{@HBs> zvH2@Lw#HB);+;ZLexijPg}au&?D4gFA`Jrpzh6uXf0cpAWu+tCY9jGsdaHmmeQl0Z804e96`ul8Z&mDiyBB# z)MC$}_1~BsQC*DmR%hvaG7NUMPxP$_0%TShy%c6D`wJ2l=PGHkOy%!QY!8XS=}ANKwqNDjS5QtoqQgSTHPZUZ-e)tx`v_$eVr! zsU{ltPAV_C|Lo-A6fro(HS_^+EppMA>v120OarmLKJJw=v&FrTSzzS#5dd3q-0F&a z0cMwM5gc=cx(E1SPqQ#q|D`ns#b+9}RxFwAu=5-o`_F(Lm!1>bq8%-qP9R4s&j;%X znW0;tgN0)h<-uLm4B;c_qBQ=P$$tNbB))%=g?;(wsrGv<)#53+&H>Ni-Ub;8mY<2) zOz|Bo{IpQImoogyP)(Z^c~ZtD#%Q1(vai0%?*eJ$n3{T8i3RQse*k+n z>N-ubl+lBJp7JCVP)qlO}XnP%3S*d+F-Z4&G1WA5Eyx4f+M zis3${5*x5&6XZFUGJyyM-XtIQ^7&@t%4ls_dC&ZZv6m!dJ$vr}B%aV&1AkbMtT-h& z2P(@J9?lWcuba&9)r+65>NV*URAWM$H`w`1V@D8M5YmSxn%-24S(1pucw38vW3TrH zSdZu+|Mhf*JcAlPt)Em31Wgqrjfn#=p|T z^%E(ksWijd9nZ*j>zN+o)F&0J+1>7KXF%6a-=VwEpH!k;h-h*Q0*luz-Aj$rDiM<1 zJh_6+&0{n7Rn2FUVjBoFK)OSYQMHu1wE_e*pgr9yA8?o9h^@^AINte3<%;Kc3nD8u z^hyh8mrPwtMi1{I0JpI#=Q%|m)e*BL58^@fz2J2)?OHDHx<< z*mYi_t=nxoKG_cttO zjYfi02hOh4XIGiJP0aE;nW>@0#?1tHdbE@8l-DzC-$AKSX=}-CKnRk{jh`vvKPKr6wEf8vcv%zGH)N(CBepjq@=%C*=oFYtg6ET z`|@j%kslnU)3FHt{kU^q%x!quPB5J-Dt<&mJ8aWBQs*UD&tGw^(wH+1^}Qi@V*D}B z)mpnVf!?y%8m)lV=f1Kf@igP&az1p9`2K=&!xL(UUvt1pI>)+;xGdAn7Lg!%0UuIOQR!QjpICPO@OYmVn=6gCY)#~UyOA(c4&eUIN5|B z9-IRyRU<;bNn>s|Gn=2COdBm|4Ayf-(X!ykJ0E;MgUVkDJTiyto5ij(#8#?WaRWX1 z4K18p%erF(Zzu(rkDv6mev~inb|fSUjA<*0dz2a%>;Q*2*VzpRGl2d?{{bz5*T$Jj za;#<^WTJ+4COcXUn%R0}l1v|xSSG)dl7hjp>!~A4Nhc@NcWquP|?x`vWuGL`g`4?trp!=!>uV}$%Oz?nFf|+_6i#welf?V`xRXv-_qlKfhxnR!V4Uvnt1s^| z$pB^bxD-EFenZt}8dL&=6yIjh9Gw^@e@uNBozelw2Lk`X`Y|;ad~hhxL@W8zn?9G#m=Eg6&h<=ZSwi&uUpM&661x0z3Eg3y zr;jLbIyU(ev}AF^pwF!1$G5T#!l05S-A_Qd5<6MDub8EZY@BVPSHeGOb%O|78x@_{Zk`-HpCzqE zOUC$L1`3dAOiX>I$g_Cuq}3v7&UOLl7WwTL_e#$)i?LF+;uou^F;K9zTTcsY-HVC2 zPvo>*cY(P!QhfU!TCsmN>VQhI>Ge|{FLI0Bd;_?hjsS6*;i{I5g#L*i7uc^alx509 zGJKk-Y+tS%uc^}3iMZ~4_tXiz4xf<9DtI1NEg1)%Gq)2FkKxyr&`PrDsCNy}t4T+Y zbfI4aC+z?i+TWJV)#6AFy5;t%c9Ue-N94;sPc$uBxxdvh}5q3%Q?_(Xe!(`L4+xRwb;*F-+caJe3jXNXOpB_k0o z(5Yq&?P2x=Pg^OW;M-_R7rb}=CEsMP@g#spL|Wa zlMnKT97S`rYKk-*>7dPT4r#LcbjP;wqeY4w*ZO#gL97^`DE%5%wjv8@nZ*iL&;D_k z_}E*YH`~L~BczD37f-;97_}kr^bvv|qiH%z)Nsk`Qh4k@UinrWk=X(%Y*DQfbw7TE zkkS=%fjLHBHVp8hYl=A>_3d*!bO)^GX6^Kk&n!vtUv%(wbkLC%>? zV)aJ!@`Hi+ew-VWPb%ZAy_4pZe@W2lDV9_h$A|jz+nt~K>1~QuuVsE#<+rGgV!R(v zTX#vq?sBKM*ctSQHOeg7H76WTw@cHR4lEH(trcs6lUc|mygz%w6uqVV>~>^Ixigut zT9=rXkh;LwAzTiPGDA_9oO(#gMbR`?cX$FTIIT6!d+n~Bti zA&FkZ{iX_>@%`|g5qx%~x;!cRf)yO1R7=}1-;kME{y-fBLeSsR2?K{Zx@!G>RJ>ah zJjvrfj4A-lcx5nB%?dNbU#FB@Wg6B==sF;&o%Gy1l=HU8`&r(L?z~An%O~(tFIwq& zm>d#cQyIG=oibwsHx{3*d2y21mVn8MQgYCE){@oCV&@Qt+!@2IUmjAgw{`Z$&CaG% zo-5!@JyJrE)vgA-HAqL}qy)=cnGA6xCTV zjCbJ_Ywd-}Hbihn{5h z%nulwtg&O#fMLQDKtYC^m|W9F|2pz>S=J#8rSGcxyQSbIOfp3O{si1-TmNBgf@vrc z|D5w){V)xdC>!?|YvRYa(?7%f*$;ULGMpD7Uh?#8savJ{bcKPng5v)MF2~>9YaAGd zL2|)nC;d&|Q<P zmTI9|r2?5;rI(?We4kdHXWlqG|LVN$F3B_PA7mk+HVvyS(6r)f^LV{d{BJg-DGdVF zMQJHiVprRfX62<-)`pq;_)_YsPOYEu97^Y6+~u6d5dJer!%}IjBrtsgEBCmtOI>Ue zvaQBo`|4~Me&P;6DSRC<+$R!mV5j2Ns3{A{Z_W?;x5QQ2MIpLhG!bpkYY|v-jk!nc zJM>t-O}m)$w3dFD{ab|ZbK$~QfhUa=^vl|4ghHJ+I(;6`V8=B-6 zAvXEV*lR1!F+u{?9T9KDy;}L#0>YUNtqz_iF$cAzt=7dttHkr!rL??H4C#pHNB1R2 zj1mb1SqyNJwsNq&~s2=eD5XRY6{B4=u!k)PQG5QC~kcsYp7_Ww$URHR` z0Xe6O=n0~8INt_A0#(y@C1~A#X&`_vD>T^Az(5Q4r43}Bw^7^N?^z)=?O&PeITo4+ z4X^0GNl@x>JZhGO>{N1>OPYK2Vef6zAAf0^52%`4xP_K-05<_IxDC4;Ap%-g{Ty$f z-k(txCF)v!q5!m<-G069)j`BVb1Z4i>e^90*f_qdMfA92{z}?`rh8^3quwm_<;~UWcj9%_ z9bBCiBz+*(2D*)w{hbz;5t>_~Kf37~B}s697v0FT_@0s5zP`mx|DUZvTVOKX$uxvs z<&73NR(kUDeJ#^Wl(kk~)qHlBsHk+!U;EN_W>CcI>iL4|CC2pARI;h*L`I0dF)S0W znfkX)yEYBMn;}b<(hTB9X3u#+TqSBG{Y$=7sxbjdnb_||{sFHH`_h*;Ai1LD$~kR4 zULBntVGg?IpX-aPj+3$s5)K($WIIe8+TJvZ=^rcXt9<*Hqi8J~_MM}@zl8Ua330wbc3cF7Kc4Qa>(BY!i;yU9ACx$Uuc;*G zWbTrcbGag_!P7D@o(bSNHvE9bctG|40Tkm zU?$IAZ(&4_wo~p>Ytpi^*43-*=MGo>h1o07Q`9FjRlLW5u6U?_=Q1HJXCG5(apKYo zN&DVuocGr59J!~|`VKd*o3Sd~{&13HDI-pHP>9ayp`*(pDB*VFF`I2|V4LA)mVwek ztpoOy@^gCFXhoSn*r+3_Jx+n_k;4rfV<1B0phwyc?>ZFOG(%04P9^P>SGHuI3@GIagSx zR9oKZ7i;AVQszClvua8zLftsFfXGQ!BEySu;?6&+?tyhFh0fq|X)BeFBX6e- zEK^J>i{T>YxjFaatSUGo#c~_>)VKKwjBT1QNdL z=YImIKz%wkq1Qwiib%gJi@3M)@Xoz-T*!WH&PDpi^6J_1jdXb%fMifRY(^*k6a!P1 z!lb=q!i?*KZ`$0rF)lhk^{sZ)vmQ*v_Q@1nn7@lMfdyH@$f4+kLn#B)7g#i+mv!j%W;%|&(t)PkLN%%hE(AMM1jnE2v1Yukc-M@}bzwq;=O70M~=_XMlWouQZf(S7U4UeWTPZvR?9})(~RdVo{pYx zzc=3Rg5Rd8p(DAaS6ULfvB*p*e3QkB*uq!u^86%E;1@}|`Pr*LV6DM7U0im6;TFCj zc8}#lR=f`s_KvNCO%FliC%?K-`Xo9aHd+|dC`#X}u0{~*edEnsm2b>W;qS85Z}%B} z>@q+aZCL>{A`Tm(5Ou(8Ev&!faJR;hCDaQvXgIz+k1|*ke?#l?2bXWEPPL>M9+|~G z73E@1=0kZrlvB%P*-5vLs;;}UE<7~n$H}OZI3En~=;;O2Tgyo^9a7odtY&Dooe2~q zl>hcK`dIj;Px7$WweoxNM$sEBRgu#d&6#zcd+ctok{e!1%~$}y2mVYuT)8zlW z_H|iwTC1n$W_J4%ry8GH33H5Pjh%;I?rC6rNR~o!_6R*4HEW~Q+tE3rHHQ1pDzeiD#pJ6^qjZ;$Sc9CzMz$}e@_)t41oY{7Z}KJg{r3cV_0tbU!G$IbsRNI<}) z9ni3`tZ>aUb2qba_bzR(7?TuSQ#l&7BEn?|Sb2YomF-8IFW;@L7lDpNQQ#<5z;(Sz zXw|gh&)91p4s`hPo0&|eR=0`7x{MV(4m|(L)b~cv7Fs&lG(~d$V*&F$%XVI;hj~fO zMi~k>Zoq5k`y*#_Exb?s9iK+ue+RWMreo&CF)4dZZGiiMtsc!$Wq*Q%TFXui= z7-!P%>kO&+WqgTTGU`2M5@GW!=4rjfc)+}x=;+0Qi!#(K=GQc5*jK6f_TwEOl-8fP z3K<5a+{!A|>JI#dy+$?Pne{!H!raor=sWVA>xHA+5!!m`)az-;F3JBeG_Kvt6l+l} zTO!4hMjcGV9rhckTm$FHV@Jh6J(17pyFb`=m?u9-r##M-i2<}LYb%vuQOH-xMV<9e zw~1xJ4J-||Wzl8ZY?dJogjU`0r)=5hm=AvBokLISQco9)lKg^KwOTro&l7||Qq*gG zo}*8SC=KYsd-wK@+lbgBOBaW)RR$-pn@+thM)uo5=FjuZPfdbeYu{C_H$@uzOuwY- z-`hlISw-^`{@jv}@1pZzMrBY*EZBY`L?|Ptt4{{T%Bd=0f8WTgZJ^SFV46qUwpz_S|(Sp zlf0D@pvJzOa3GXTsoA1ALh;RkAwN(rQGATOqHR3EJ158E1jeF;cZ!h}e|;nYo`F!P zgih)^eq5-N_rlo!W}|2Gf-aic#Gy92@MUliV_;z%`1)sls(eyZzXe zxxBDG-^cm~bPWCE8+pe3-syVH0xRE*9}LS_AGYxC@;i@tVec~k(|_AR^7S}75ZtgK zYxS=NIKkTVLh=hB3sOyQQ->7V6cS@g`D+`bbjOs&{MwNfLPuMI+5^>yuBA(-d`?CZ zlUkEE3*kl3pM9crMCZe(ltUVy+;C+5Lz|h~ib1(P5odv;=2AqJ zRH-^;kREbWuo+%sh3SIuZ{{?8B{1vI%i^>p!Kc9JgScsvR2@afB0}U zo|uUfgEk*3T;}wWdGj}8kO#k7XS=VN_~|;n*r!)|s@J`z_8J`Va8rQ~Mc zFy+?{f2z*p%f1=T_K)&Q)7i;2NHC8AOeGr~xoLaNfZWI;*Pq5HW}6W`=LCd*25qeZ z4Fl#T>O~#fXzSR=6zM1y?e3+KM?fnLb8=tm*}f>fg$$4oClj900VB8^xmmJ-4Cax}Bt`V7j5@Pb%?^(H{`xX& zC!qnpZNYdN6cOwNzN2Ljo*}0Z0o7bman7N0ZD|AvJB9!_k(n=0bWBX&gGCqXJ7}TK zy0>5x%brWgyYIxmmRlbZZivUtBMH2ym+&YfyzGX3Gj~YWv7Y)(k|RO>E;YvS>ioh$ zNY*{rO($BuWFdPchIANGce`^81LdV26ERttdFatd$$10>ndH<~(;7ge!r?bkdJk8^ zOXJ(=Uv^p_D$@mfnF$`A3>xf4$FRWj3`IWau}`>f`6yfLJXK=Syrc%wjPTx>GM3~z zD7z%DHdC^};bG2ex^W3gBY*?vN?o91#jqcnZ~E>$&Xd{B#Nfq>ioQSftC%{iXC?1c zR0F!?g>Q<*_$)q}!z%7!l$fVU`}9!ny-{G-&R6T`PKjrh&bB3Bm7cS2k}NAFM{|lF z7z>cpCy{&9h}H)TXW2;K6GAOKucfc?Hycw}@VkPZ+`_l-znDr0bT{5)vjJ2GOr+2! z)Q+i=n-+pW$={?L`?r+}Eg@EfY^hfMT>|?pV!|jh zgku6!ZgM?~SbF!x#V{vgAuJ!z6^>T|H{0-DNta}?{hj_Jhk8g}YQx;TqqCEWi7w%clyE_4>rzw z6w0h?sb$sOjE;K3axr^kDHx9HvDUgHUT32)fc<+}!BOru()IgQHGZ;xEoh`9Oqk=x zc+s45L5zi9H0pCvndGnKPe2GYKBs4S${#^~{qS0=5!WG*;M8=){xl97)#i)wEzW&f z+0d{SA_32;5mE2m%q2bIzI}9xYJBW;W&;RQ5_@kW!mgA1KMZk;*>*x>ZT|AfWAPjS zC<=hc?q+e6CS*ZT9&f~8&bVbYOC-!7QDq})cgGN9$5Qt!xX^{yjU*bLz?gCqosFe; zOv`nmdqoH^6yqL6LIFV5q*yffK^ayf2i8bx`+hy;H%|K-R{|z}hE}AroQGq19;_z! zBIntk1*Ool(errpWVQ%E3=)L3Nz%Q>q4pH!`ow8P7799RzR{rrfy zA97of^&hdg7{p#>06Ui&%{SG;g+M1;4}P!7c4obuUwgaWz17sl9O3HmGgmocSIf*K z*yOm|up|`Y_sjE@Sl)vsB7bzl#Mf)_pCsNcTl+jEgDJN>C4{xL1-0RP6`#>^YMBCRVKWq`-2VvAn01%) z6#5$wlBt~+O=n;L2?EHcTS=JXAP^tB z0eqA;Kmo+*Nk~WpgOyuSMGW50^VJ2d*SIM10W|-fxj8ROojnn?ZM?c3uv9C5iN zW7wReFgBH(^#-l1UX%aCHcX#+A^sI}0*cgiTe$cSW8$~%6<4jPGrmVuR}mY(!8?B? z#lL6&EUu%tTe%KuNS+|Q@8g?rBAfb%{SZtUVb;G7{%Kd9Hfg16s^{&I(WJlhn$YOq zb_d3>8FsOU;6!~63BbqL9b;*HhR-I|alRX3H~+vK^j>nDYyD~ATd8@Q6=-_2KJt+j zmul9IQn&Lk691C-dR$rKu_d)(QgXfSS(%%A09$fXXiot1n@?FStn_zYKep*J2?H@B z@pCnvqtN<)#J+9`zo|%f;M+d>{J*8rIrGEE&c>%M0Q|$K36;%!;1fKxZr~jF{E8-e z<^K!Wo)OcFtnASXKMhL%Pe1lC4TR_zAWu7!&DcwcgP;I{m^{8@E^n~I3;o{PVJrG0 zE(aEz27d)*`!`tSjNh#Rd?V_-FaXl08C|RD zQ2#PImO((-w%?g09ct;n0X*p>Jlv#M-q>Z>S_>fz5MWAV8(cMj$i-neQq!hOWHVkg z!ZYy0qNd#Zm1j)uUT5agOUeD(Eaqe<$|TbZ)CtrhOwzcOf8*I6H&upqwU)@HT26-_ zQMqQRae~6iHt4gj#SleEnZr>wTf-+#7G?(E4@32i(2;{8y_!Aw&If$tzSZ`Dpg{O) z&307nR#TCrK-R_%le80~8rz$aIDM0EKCA|Oww8oL*p5r50gg3uWpC@dD|QzE&+zI4 zz=AcQZ#1?RL^yIyzJFv@V<1Cqs`PUky(6Syc~?O5OTRg^yIKFY){Ix7ztMDuOd%=p z$~Dmf3yU=ujif@!mw3nP6mz#F%~@ElgIb1z;EEtk&HG|WgUhZ|=FA?YU0Aj9fi!LR zjdI&)zCz){v0PlrU*`l-zV?vOot3#8xPmw(jWN7jU5sxty8c9C^|8as_W+bNbNQ%&S{%N;!U{CN1hjv0o; zS7U~=)$%$iJK>%B^)XE3{r)%+p{bbyP$Mz2EZ1XwHTfA+KcvIzw`$G6H-7V5qU!l2l$W5%9pf`K|1Gm_XdC~gac@N7Sh zsMN!gXy?9!-iMQg$-+aH_*89jH&euUH@W~AK+R_7?mK3O#so2wpHvBQ0{T2}UiNZ@ zrJ{7`kyXGu(KIQ{P>w^u0bg>tu>~<-BDL&`uBU^`AYAK~pJ)%t%Wo)BTnu^*Vb-U? zxvLH)L(w-97V|N8n&f37)8vnw&=Ucj+uE71>=Tuk+nz4PS@Vz`&J*%&q{1`MQDyuT z*hFs8kL&j)Cq`xg1ea?k>JG$NrZ9pMJ#^gU;Tee6(O57`Wp{5{18w4HW$l(wxui(+ zx6usNk=3K(Id6>5q>~`!(ii#ML_(ftWjmG-layO2y^625Z%z_jV+^M5?S?xou<@4v&2Wuw!Yl*YO? zd4e~&>GCU`(G^HX!r(&cQr4^8=y5Tipz-b$lAEgDXjKb(64`v2NhT5P+F-lMj^Ntb zdHAj^_C*jk+GH&Rvl6^iu0)oFnERAFHu9Mh1kjF6a8~i-RrD3<@Tt?5qoD`wg>Y+WY5K(M%goMtP8f zwl5UB>t3o^`F#{tQysI+9D)+*9{}-mAC+06SV!xPcO;qBHLCK)ztI({!Falh)1H`a zB*=x@UAi%2Jumw^fF&r-M-NuLp{X5`k-MqF;_|TugoO%VAg!cArQLdbVgv!{k;C|}$}l2? zj&#<#OIjBR^y|@mt>=_n+X+Ldr*MN}W==DeFpy9d#>`3xjhH3nmai)RN}$dotl=5a zOH>f{dDqn$X;>@QXwA$^(YvCw-FLk5;5lBD=RT!m6$g&vnsX9O*Y{pTI9}jE+)=-(sN7*-+N>T_KLX=xM4HKnRi*a6|^RJxT!$w zGE=I6-45$eT<6bXv5lUv=N(>E?M)<}6uE5%S3pSk+;t*mVp+Ri+eosFaAggXDM zppW^eoQGPsKt)Z;xu+`x{rIs>_`QnxU1t7u2E`7f3?P1HoJ0yT$;=oqA7~?m(>bV_ zlBy+86iIrYs&(GnA{}K1dW9o>EvjJ&$0N<1pSCU!M(i!6Kte&RRp7Uhmo&RuM>b4p zA_^gz(z@LpG&L5x!RhW&odWF}gEx#WA!gUFg6L7}U+hZ=2RG&4p4UXIl{6%rjyauu z#3~0aB67#;;KNzN7Qq6!;x!ML^7Wo6lMJnK>>!6VR<1E2au!C3M&=)G2PsS zMU*2)Nn_u$>1OtZM>RO%kk@IrKe0R4wRAH<%OZ1S<|VCL)7Fa;|81Jje^@(;e5pnU zC3su2=GxF}ck0)wvoAU91HCdhRqnur-9hUy)U2Ok4{itK0W}6dN-nQF3!wKVW4rve z(so^ZA@FGfmy+7@_aths3n2++Wwt*)MOC6$XKY3&_nNfNpv9rQN?fWC?Ub5ShgNrw znYtztovLgRLZfVq2c}V`*MjftxfdDWg_kC+*O&*2f-`k%&tCXiE#g+w5zn}F zNS9=JG+RKOPoK0gXX_#F%))Y|B`9teIaTyQXseYUEs_SBIAr_SELI|R34Jv zBo%RvS}rW~1nRjI$^yp7L<{*TiRwhp`rpq&?_t>!+`cMED$6Kz>#>0q%rqf0C=w&uj zR@uw=Hg46ZZk(@%s!X^-%N94PCU>DcGGO0AE*;lay?-^nZXS-Kap|+GV1^|A@$8Wn z?@C>t@IUU7W`1pmV5}gG@r}!E4;j(H0ukbE&V}@c=kT}2jebTMLY`c_$s3A))84&j zW-oDw$Y<+K2YzRk2mz_)_PX^yIQN`Acp+ku#?*YYK4raA7(k>O!gb2&wNbcwA6}|} z3?*@anZFy4Jh;}-Xt>++vr`Yy2aAl|Kg}WeWasPZ}5ZyNtFOAsC6`i zu+VTL21`Kwwp)6+x`bAQH@diCQ$Ff^Hf&=@r644`WG>0`iZPAoDwZ#AF(*yt@(=j0 z`2qxte;|}u$a*b2Cov!eSIFI&O^$EkieuBVKxLBtX;fZBD|dCV>LOoi)etHMIKY6r zSKh>)G<143Dj#LMHj>u3yQZR;Mf*M@Qj4wIS- z^2E}*6F&^a&*$q^tL^z~PktIY5JdZ=oQ+jAxXFm(UGgTN^y)5EsT;^|L^pX-QB49fMUh*m}i*i_T-ts#i07~au8PfKRfr?j#g z5p0W_@q3I8=J9i_>t9}L?RG}{2E-e%HE{eDly9V_&ae@cw4aw1efSjwb8e|dLmmjU z?HgXw?m7zrc^Ata{Xnws>2SCQBNK~_z5<_>S^xA;AmyrkREA@|5nqYg^7!nnCkUHu z98(rVA73E;hqbqgYO4#|wb8afaci;Skl^kVhXhZ8LvbjQ;8vu?-GXZi1PSggEpCP4 z5TLk21#6+S@1MPo{yp~L{&Fx!PI59wRx;PU?&rEF7HJ^m!-q<%t~iXZRwNZS>=(w% z3>6mQVz4Ln?%yr_Y8J1$#JkiN+i=eJ@o=ARr-#~0qa7dm9>r`ppT4$88D!J_6m?dU zg35aE)LLT;5l0c?5KrLTU^Yp(O2lf2*!A-TY~9(S%58P8R3;vm`WCVJuu^IA2T=<- z(ZhCkRd=}v@JP_?`y>~^>C+e3@{~25u}clAc}kS$5p&2!`$7U2_evu@J*(gM2g4#^ zh~5)3$>-s=y=m^dcNS)e88Ebu8R4hrEiqrcg<4<~%}GyuhZOVQ#TKLlK2nX}$x3go zL)2Y_HuiHpH>#i~933YY-GeTp8tS-5)GcVYKnxz^-`%y}=z_%2^E=vj1%zNCCl!^< zK2`(>U-x@s(;qLH;~RRL5nF^NzoNtm29 zwJSwbE9eT%nR3ru2|a4yK)%%tQ&a!ii7OXvmCxyM zyrk@+-Bet8`v=U(BpE949k?&HhCZowtArihN#4SR;03JUjh3h3F!I>oU|-MdT#fhB zJ7zWt3P#NxiEJXQ6?))ZjYqXbU%K@(ejBjYi;p53*B$j>_#;3N-mjf+ctKa^M=4N4 zGPaNB#JYNIq?HRJ!nOi8C6b0Dyjq+%N>Y*pDS;P?hA*zO@Kkzt4(YJ;lvv$-NE?^R zKAzEdBJN6G*KU(~jS;$TAkSctQ*n%zRD6z0cH>Jy^)^Lj6zA$Uz5OI1Wp&AVWojl` zCfSjhtC2zr(?o)JaCRG7^Hr1EqZXOqMEd9G3nsFz+}wDOKZBcA4lM15!H)cHBo1SP zvl7(Nm>Dv+>=`$_*E?8nl>fsSBB0FU2(hWL7-A9HjM(`1K%wL= z`S}`hcd-C~S zV5gk`}}@nztrD4@b`CzGBRl1J|^F+Kn0u{148Q{7mZ|0C(z z-)HkF#0FYp_GvbsA_*w|UlzMih6cm3aiN8Bfh=AZbAMj1ml7a3-T=zDXTr+#4;}eb zv5BqbJ$D)vNA=l-hLsZv2^#kbC7>Up(@R)?cbwT6VAxKXA+HJwc}^C2ISBo!{kV-G z;3&-WDA!AU8j5aOBCzP|uYi*Q$&!MajNu(2Rl2PtysNrc_U;{UFtDENlLN zx~v?o+}Hpsz^`m2^M5vv%C{^5Hch)Rj&4mN{Bt{+b-sS9%OAu4F&h-M!63i&Gl-*}csaZ>N|2gA~10&VR?@GQ8jxx5Y zG2n(QH>KudYL>+p#sXm5w*eE!!E%Lu`8VgQN zuFt}?pWHdomAkMb&7JmQ82xM3%K_j^n^0+FjyaYa`O}MQ+c>hECPpeZ$*d{p^gA=J z_sOYOo?@!gY^Aw)XI43DW@h!n{U|@AOr3~}MoZM7#4a1v{i&lB{nB4_3c7cQ!LK_! zg5Buly=PqY8PCNMJijY;s(3gIN2@e z&L2%E?j;h6NgSX_<6dRx70E^gxmR)ib2=QmGD>J;=sj<&s8pp~36%}Zk9ZKW3lWH? z4e1?r&5MOp0HSmq07MXCK~3|wKh7Q#>psa%7ko|l4R^D^9bU$JO;vMPD?am!>DQKg zZ&~@lVHNb$;IJal>uE+q%*~P;g{;b$J^WTtx^F-y70_7a=S#>LVp4>XsYEEdGDQE; ztM#7c&I4C}roB&A#HT$byv$NZ)<69~y*%{LfK`;|)QY&2PlKwkl|iGlp`Y{gf>|bR z+CNhR*$)`+mrc*QMj*lvp67khr@#{8pZJvkl|PU9ekaxq$5_PM%!xKJ z6j()V3`nRIY0QqJq;qI6_t_QELvdek+diFggs{F9I%Ieas|GI^ClpPV2}Rw%RA_^r zGkEpz8S!RR1HjwFR^FnmbjHYaOx&iVTrFjLN;(G;-p{NXFN^g(M&=%s6lq!@PBPaY zJ;a%4ao%nr)OIF=PKVy5q0W}c#uz$U`BD-b_PEUe)|&=Dz_quNM}Y|o5?v{i@WHcl z*mJ$?DYSrm`U;wFP3s#$gIxN{G7AE=OTidI31*SFk5$7jY8{w>Z8w~f0vZpdryV2`f|N_Z#^1- zP-8?yK>OxShihz=qi&u!gI`3Q3ulRL3-PDWVcr7E(`X3Vcj9T(LUo3@Llxnu*Cq&V zyqau65Qct%V1rc&4bGn@H~@GxCetV?vR~?!4Ww$*jk*4$VR}1fSl&+kvsy*P3eLHO zl9KgUCaovuXcwtisXBWx_sT*`t2r+%;=_A9S;%{wT`ZE0iYw&_YrWx= z?bV=4BgWhG7G-AMc@zCdW2pIe-y$zf-Z8ndh$g+Crk6F{_8CBaKKNsYzqpaN+k!n$ zw7_uPqhqpipcl{8UHVdYYK%DaI#KhpQjUVOQC~r6aR{7I5g7VeB3!VWb58Q{6< zjsaXpjPavP|8cFJ6JuAh2*;Bq3@%6P^I_3F5(r+_FbS?8jvs0ANXOR|TeeP`mHey9 z%n9GMyfn+jXp+^4wG&If6G-nPezQsr$B{8ndQk4QBcAm25zTI%f-BKuYlYe(%MN@R z^LCSIn%j3}y3QhVg&@D|SLV_v(v%`qmADOWaCg@htrml9wRtcgim7m4Yi4IX{D>iQ zK&#q`b=#Qp{IOuk9Yvsqo*LZkNx~nhHNW{)tXRwku4%9y?8CmYMOh<$V8G}l_*rDg zO%D~Dw&%i0ZI{tD5-Tt=mcl3Ay}$$OtSZuTuM+@(r09%V&s@|tx&I&@33}Dk_2}zj z$?}l~DT#Hc4>4L+?S}BFwyN985Jlco0IG^0KDD?ppzwS3#Z?Q~g~3Xg0*OPksD9%x zJ@iWNz9fWrv9Y8FYJj?Od1D-WZ;`PLPoxzRAJU#?6Y6>dbwE9jxp?QlU{};ttajrq zx8vg*FYyE~CR(GS)Gfxsn-PqJ8Ke=@m6N=~T{Xo+sMiY}IP)C_ip?FuDvF~&!aMQ} z1#^tk9c4QB3JNUT9bv|hDj;l_rp7B&=hl<|)<%Ah(41IjiBl`jcY}w{Bp5#`mP452 zB5|*cx4G;%pN^}wwI-UP50C>*}gyiq2s;ETrO?#5#C8jCjQ@=jZ1PlNnqo zD9my+krY?X|B`M}f;s(m1vuEJre?bM1dR7SXSS}n6qYW2NT1+jDcMBXF}d=e27i3g z$Tv5$^HkP6?eQWpo6SGFY`G@s>Sn*vaKo?hbIN0IMDbbIyx293TeNZIcpT~+)#PmPxUsdz1zWT| ziBEG&{jt568_s{7M!4Gbu<|JJ7vWR$1oZX01k^7*hsU6=70rR~j2hz{K3@>&!lJqU z%`36~)B+0hTAnAAGb(5nDXey-6z0wde<3lmCI%TWb6wa#5vpEI3O06=o3aHKl^v3a z#;I&MNV;rnHAF5srdi`G0N3Zgjt&2n@vdY>JoH5YId&z>~a>~oU zEc~@@3w6-YR2L;-(`V!KA#g9*vT3OHoK8R+z5T0*U>AydahqX(2l8^CNIGe~^upB_ zR~+)V5Y%L6bP%hW=bpz3Rx%Cs)&Bv(5|2Qg_(p96$#<)fv0e63Mu0@bOBCHC&4+aX z*gFBCE9OqEZ-h#JEuAxb;7&%I((~p86gbgz#MT;HT<(m#?g2#fjPQ1TSgd!Zw41lP z6PqToh%fGg5#{35D!+>|C-!1IY8PP8iGJ>P`TpuDkZHCqO5G?Sah!>Ru7!wCr zA2@sq=ZF0w%}{-$gIG;NSEboEAkK@R(WfhGqR*;I!4D_AyhMStI7o!XhbQ>%_QWxZ zRjG3O|9Y5)w75G;V`-H31Bj*ZbJVke_g%cxPQX=&f3xOn5;G(kyHJi zFzS!zcv%G+XWYE=(aTlKfAcj?Hs@SaU=Z>0vi#-GUehTrXYJ*^IR~@{dJpAFbk@im zIWR!I&)A#QUc$`FNRWl~&13#lezZefGqg$PIE^G4$Dyo5IW}0yi+oA@&>dmoWx@;Z z&DV79eq2{cIcHibt)oG!WDgFD$1ZLrZaO82o?Zi8e)xT?9)Xq%(+2G3*x{GH`N_kv zB(u}mXGyq2+Nbj*r0vViRD$j*h~QL_DcUuv!Z&JCU#rmVi;b@o>(lB%xY+c4Khd7& zy$~B&_Z}kEBx!<#cq?mRwu8l(y^TG;66l?hL!=6XvVmE{%grPFd@ha>a`e~AxmtGROs!al*D+9WPg-p5wiGl6y|a~54+C$I)sz}dxt)jUtu3Y6-ZFljf`o&j$%>QK2#Ejv$)b{AT>(H3aC^( zK2AozYT%tB+pAxVa7i{5d{{BojT65s(!9vqaW4MPPe@wMF`*Aq6OnlkIB)q6v<8_yV?45-I!RMmIsrn&iE zrlx2li#^l7AHAz0FD}4*ora#K<=|e|RgxqLp{6GGOa8>24Zm)Fk;q2HA-_j1>Bly@ z2tgHp(GaAWUeQCB7_`8|kv~uLQ&vd^X1wq|Ik%}y{#++ZNLjHDR!%rbrf&W(H7pi7dAd|D z_H)^BENR9S07jB8`J1wG5v}A&>fPTm;NQGtXf|q!ZJxVX2Gzg=>|oBV1JA9{ z=2{T)fL^E~dT60$Bnt>ytKb_!^-tA7_nv_hW(VN;% z8X1sCNdox!fBiIgV_n`(U!VgqeRI<-M0=vrIQxujW8PZurkfYPo6eKZ%)EHlf!^)< zR(HNJvjS|m3T-yl^e;&Hpb75Ljm~y6a)xSF0kX?apVo6MU{Ty=Go#L>zQGJVCK& zDr$yHjwAJ@wfe+7h}ZHrZWN9CtYDt0id7mx_AH6^K1y1KZZfO${L9WA2l)0`kAaW6 zf7GdK7xGz-PUd@wbc2XBNPZA~$MbY=@>&V@?Lu;WaW!`>V_kCZ zLL_ikMWXfjjhg38#Dut@C;8$EV5HwBvu!2WUzG{NPWJ5#+lT@)H9nmbv=M**!MYy_ z;jEOwA!c5qVzGFTU%ksuO1qp=oFek;ACTmamvpk9#?|fBU_9i_I>Dw+(jrS;K%6s* z`VvJ2ut}~{0(E1xHi6g4*-qWpzf$wZeSaZ(8!?>Kdd}sV&{o%VKhviq($f|3Ug7_m zf=sxlr@)SLFh6la}SJ(Gio(=4w%> z7l!eijLCo1gMSRKQMqdRbeHwTZ-<525fz!~d@$mVc;Dl>PLs$>+G)m-yvsX1kx6;t z-tb)g3yrqAuCy{U6=6L>wl3@(9%)+En>A9tdV+cr4>cN9)!$u4WJ$ zTvfmJ%o+}2k}~Hx;NoxqZe~9kouuEA$$afMoB9FEfObKV>Y)8Y-^q}2Qdew*cL)Dy zDl*|XJ$wpc$b6Cac(x?QaS;MTa#N7m4pkyQK9+mzwCp$J!(H|qu9blsubzSKGAP75 zDq6%n>;IFOVzZ04piv+b@0xRnu->zHLR#hV8DL`gjg#~)IoimrYA`LctuA)Z?@_Tz zn%2WYC$ov(s_SPM2r5!ds;T;|5@HTPemH)#jtxv}KX|k?+0p9C%si6$rTcr^xUN&r zLV&zfT^;x{LiOT1=MUN3{qG?qOBxcda+}!W`DX0;i4)0i>K3LcCoJ#&u3o;+<(5S* zq#rJ16a7BE&&KF4w~gO!twqBX&&ZEcULh1_iH0fmOdcI@ao>~Pp>TISmqbf-HL27U z+V`{GCM$)sx9nnOBF_z^otraEkx@D%jAZt4GJbKoU~X+ZZ}Jy`h$b>j+%u)GKkXx5 z<(@LQoY=@_xpY%Svt4{Yqn?w*jIH^!(-^h5`@ueQh&cK-$5Jqo3rul#`OHBgl$8Jr z*vh#aSvDIwPf(g6)^rc8S~~qcKKRC}lj90BEZYl!;MthCu=uAH2zTsZpV!~g$ys!% z{K6a&lj3W#@}?P-d7`?(+C32x@Zob&gQVHxdAz3+d<5>!T0PmGgZJ^F$(f21cm25| zUKp{3gV7*jq9-{H-7EHpNY9eVDf&lyUQJSM!-&^jXu|@io9U}o5+oe1F?hm?L$1)% zKE@qser3zTp8Y&mSjg7DY2Uu}=Y4KMq1^=iN? z_n$0wAj@@%fJvC4rV?b9Fb(NP;}uD{D5U192%aB%GQ0L1vj7p}i9ijAr%Cl~^G285 z8hHA&fEl7asrDhzL;MIt%u#iNS>DP@<(CViA);i2ikP}m|AH-+w*vT>1NyQ$3_rCUX7T%=aqPuSCUX`dZ-P^5_W*KJG$Q7n?ZX`CnF$vL!qd82ee!gRFirm4gnFN3!T|+yNUEy&FK=l6?L?RpIf75QtMjosE@OZ=NKX+(n0mFgUXcN8=YoAR+@d+Z`ODcts-V0ncbmr4)TTl5k|^jG-rE~DTpE8(r0ex`-n^N75vxcOwHg!IJsUb0 z^Fh<`dlEz6bHk*pT6>162n!do2eWkxdDwuHdDCa`mxjJgQ+bOPs7H6l5W|Hg{~^zm z-@cS)HOhs`LRpg8{7XQ`8>29bbrRPgaEpFQj(rT!u(*TJEBl4YLKp~K+jDUV?)74~ zQtt$+08hN&0u1?YHBR+k8*t*@P2Soj6P>tATB78OcvrkatF7xd?qhTBqMwv{SbYr2(Gi3v!Z7-e*(`rH%k{XXpzXzIy z;_Okp*H^RyRi*K8xN2W>?9cUydhbsFtGe^E&8r(qHpf5~<&6laH?Qwjs(`R;62WVddK*>X?T(=Pye#(J$d~(;?;G2sLJk2n6 ztc{jw7fOq#dUE`ey>{qrV+3KE+`ZiGo{HsuwK1jS(D#6M8`hhQnH8&S02r(#g~7*j za~_k}PBrUQbf>BQ+ka<`T2DL5w5rX{W{7XI;t zmWwE;Qu8yP0^7FU-`@@6)7ar!3O-)gGEyb#O_?M_e@3-R78y*$8eoeGIa7O2WRUr% zb%n9pO6@SJ0_@>UoZ(10Aje`KVkoE1DZ0QDugovCmKu)lZY`ms^h8j?vi-X6KAJR! zQuabi_})d-2<&oTb@&WOxkzr{fec{!q_=Vuvj}{6MnGKn7=6j8MU+GMr8PX5@#@j9 z{hG_RpKfJyl!{3e9~3vtT^DnhVLbC^dT=*F9N441Quug460mx%FqVyKTY$X1)vB$8 zwR*EGeL(SFnVY>}g~MrlI8k0QXx-0)AO^TytBWoZeUlCq)>iRKuaY)6+4S#=#izw` z@&tVjsj_z&AZ`qkT9l-HAv?Z#KAsI5eRRuD2}7?3j3vQ9js^*tx?J%qkdN+q|sgAi%L!6 zHQG?(unQnq_j0$^%dZ~JgPJ?<7?9s9&l-gjUQ)JK`0BJeGC!uN9J)zGZ6H)>7)~4+o_#!ls;HZE+m*GLQf+7jw>41-M=)3V;SAfHT|sRc zVOONjPOuqlLYIApqNJ0)f7I~tFWym3%n6|#Y@Z@f?$xGV$1Z{2RsI>p?o3S^!Q=i7;oOQvlj-=2s(E^HQ9N4e>TYqd)- zsGEyG-&IUo0U2>YZbxaXr!nPodhU?ry}G-tl0+R)lLN_E8s?&_xr1doBs%YsP%r!d zQ3Cyq7S9lcwHLd8oAa#Eb_H!^#0*=)Q+}DunxIx>`)x;{%)z2Q}| zBpV*Up|}}+uM7P82aCT_$bL4WWRWdiVd--@@<+!0%PHwcgQN9`C%-^xGq{6=2q1ASBX5FWlYP2e$+F@Y`=c5olxSpnFpnJMVjKMqw|0VqK|o*tdhU zEDvIQ*qEwi_6~0KAC3!_RuosuJyiJr4`=?jb`_h!U{O}sak7Xf|ILATX5n+L$c} zRjQMn;VZZTd3W}m)rZ->7xB+5$W}mo9O^(xzU$b=-N1*#FP}M z2e6MhUQDDBLdJ%V?3@m@26;M1^Oxkz@9DLsl{a3DW_|G6vVl&hA_f8ddeuu+V%B9f zI;(8RlcdwY7BF4YS3>gL@yJa1%fT%A{sp_>4pg7g6bJdf^-C$lTC4*q8r~ z)2iiPz?)X6WTCFM`>E9Z5wmNgdVDqj@71eH3EHvZH||;G^S-iW0r?Q$>jK?(j1f2l z9+qtXrRV1sd5cm)vXk>m-DAnA( zEP|99EDs;Z$SR1c?C9Zg_B<4k=KHW^_3h?i67{$q6PTW$=R*mt@ zvq656`&zt{P5EvqQPBh`#RF1US4t{4GXOK5{z5)#{|^TX{s+?%8#(ciLA|V#espM+ zFPmI!ynSj#!2z-*m#o-y8IEQfW{k!kk4!kQ=Q7+Mx2!sVoq#v>)#WAlg0G_!OzxF- z?B#(A>7nSm7kP37j(?bS1x~Wy`Q5I6IkBcUx*BATRt}p?SPOfiej3UZu`^0_(bF5ZbIupDrDYD7pO8B7nyRh$g3j)`X&*EjJ~3#O)V^cwZDgL)#46_dYPl6zW%1y>nr?q zEpp5?0~_#d8GTsNs%SHTaGjRTrj;CKJR=kU^Xz9#S-a8>m;#3--GX9b8Z=EP>D;*r z@VW4#`fj`AIR8~KyFP1NYWYmqEtVIo;5gws@g3!s@0#S3zSiLVZG7cqQz9*|K&E%%3 zv z_M>l#3$k<&((^rw$h+}_{*|pKo5|U0wPLW69x97dy{wVY43sO~e3=bZeT}6@M^ZeN ztB$JhR9k-U=*EpNsihCzVMVIc3UoI2*VTHCD5it7s0E8O{tEdPjdW5Hp8&*Vb)t+p znsNp2qP;j2W|;pi+dV5&D0Tm};{*iqK$cHnE&w7yE~)+c(vr!;$(M4)OfPe67j5HV zL|S>I!){PLF1?E7Blw1H7nO82YjUmE44c!WkvamDL%FI)y9P1$_yBv8tpM!^E8B9j z$;Qy&p>L#4hPy^ocKbg}c<)ZOjb;TD1b=R_TyrU|6|I+Ky7Txd)T_2XUN;AsM~f+I z=>1Off4OOVV0Jq)GHU5?Dx2r$APL^=5xV8lYRX?|W2Q~LdobXofj1x(&IW3!ZOqh0IsWTkO#wBvcZz3h) zN~FA6In*kY?k;=`n5#P15z_$Cd^>17J-q8?wr2g6Zkb>oNiMChzuMt1aQn9@Hw1wO zoc@Jv2q)U>pQo0E150y8$Lm`=M{dj8v{p6bmASjBy8@c??Oek*2G2HLcj^65VwY_{ z0C8uNoa^el4{!dhGjUB*Zmc!lLa69 z9_$!Y;wF@<)fZZ&S>>GV@DJXyFL!0-?Y4NR|`mCw1iUoEd2N)Fy9xwk>R z_$&CUeJlH%Scr(|&lqZH-sAd2zsifanr%MCKzr2uh|!y7Ccr9vW5I{7uvKv|Sq=x?sh z+9^ZZ5oTV&Xnc?SjJ5F-*6>9Scez+-%}@%GQ#PB{q5SZFxdEzg{7)6n`Jl?`D0++? zuBI9PQS#6~`Z%4kbm8s;TZ0KL$(N`H97emfoKp%nLk8Q5SGG$bb_-~r6eBO2%84OI zFdp14Sc8wcLUFoW!^xG&tMo(r2E@1^+$%U)%XlO1yTTODA@Hy0f;u~?V^4%-O2l+= z0R2LDU-3>1P4_q5%i>8V(SIb+i>+Qoy-n#0>v9F%TV>hAh%ZA(f zbBsocQyKu9-i0rMi9$9fa8?~kC2`aB4W~~KZu|;4QHhn%WfchQgJ5aatI73X3euR{ zk(AuOibev&YA@w0K)C81v?D2vdLu3Ymkz;FOh1jYGL0Be_bxKE!Y57s3Wi*KhD;fb z;RDMnOR+ynou&s=5Td+|%qin+0M$tdETbk0x9q2Y4l&z{XO+uV z7H)Qo8HJhInUGjPi=e304QAs`jw%XrC#i$)KpoARyQJ~3crW>~3F~26e=g0%Z-<4l zb%z@z5SOQmRwBPEA8dIA#jvGcfYyFkSzmw|9v%H{J^8w3pzXoI8!wHwh&?2l- z|I!2IA3NLL+U2!LXfYRV!$`g#`!KHlOp>i`W%o{ssv%lM+;8$fzkRhF>babupF@^( zws?BPQ4ai=v(*mu&H0fhXT#whMM~Di-G0##l1A-wS}3M&j-vq<5B_7B{gS zB$xl*M&#!YWwBAJtJedK>WG9Ev&@eGHu?Hi zpTGanYP52xlxwU|H#c`aq74_`=J%WVmvqduv2iSvxvXS3vwOi?B_ez^ zB8wz+b&Q8STE)o-=;qC|cuH&)#41q7Q7Tw)`}Mc3IeSQ6AXB=M&hs=<;ZE@TwZNUWB{SBvJ~F*W(+)Ie7TfiUJGz9u-qN6?V|+999@|$S(SI`~_qel0Y_I@N?PMnlkg$WXqPj z9~^&cKZ6M=_-k)4gF=TJlt4fOgD%|&^>#y!(nr6|1oJe7tD!EJRvAwviy1gZ{qzS7 z2Xu84Yo$6we9wbD56IhIUj_q)sk`Pwa*I@bzOvNM&pYda)!JE%pE7T>uv`}AxS8{= z>4mEDx8I3usY#8tjY7L&NLkhh5BvE|1vW%oz3`jT!m(WY{{8C(d(p}K*TRBvJ5n5m zlEjAyq0rm*6)(KtW}0^6_V*r3&^S{7_MbI~pQU~-m0m~9kvFd7ubL^YAE%{9-!1cI zQD^T-zAqr`OKQDj0BN@4&37B`rRO!-#b2gXy!Zn8rm1WES=U-s%2vK69D6s^=cW7uktf%`wa3Lh#L;oS7T?vWiD@iWhtx=l4=glnD{!I$H4 zLaR>RfS7G75xYmJwGc=&t{C*_!8bndu}o|JzfLA1%0l;&iY=?jaWGZQMRS5dhFeG$ zJf$axYS&)+9K`RnY38+xabF!^&6tL_-T!%{7#gqZr&m#J!9+!89-5Yg0H^!b zy7W&n+vo6G?HGxvcZBE6{WdL~ZpDA`)_p`2B&M6RW&#HUqv} zhJ$*hS~1lw6%$GzoS5dA>8rbu#{KqkBW_JQl*^p6fOa0OA<}`O%&)v7%r4dVcB_M- zw`^gKrHyuoG4Yuysc;mEFBWynQn%30pZBIG=SnBklUsr>rXl(DCb?++2e@gfSGwG5WQ68A#wEw3<5c2Z*!0Jm2(Bn;nQN6O?l?gBlgAUTv5hb(CrhPM8ww zrmWV^P|vy|pGdVEnoe@C^w=~1?VM1<4GUZ@+lr9Gt9`;~&zRoG8OX#yE@wZ*(m(A< z;T<7j;bPhnNBqs;F=dWkMBNgZ%wLihEz}(CuR=+q39=}Jl4sfnFZg{}&D)r#Y=+;5MEh3n0{)Nch|K?m=-&Pm`AClGf3-%CrX+-nMEEeQPGeRt(K$X_I z4*WV7bA3pxu-8^|LUogy{$fE2y2bt>RD~FaIDbn>#`fh2v>ladzI=q**{xsokLPcC zKYP^pO|p}>dUsg8Jf^x!oKr7tuMumY9L9JUcyw#4*3={v1ccAh#h*F(^7?Vfv4}5` zh_R7b<-`gjn=Xx}S?p^Xo62=!jVqcA-<@&}rzOKXiw0wV9zKza;P>oiF{9}^^+uvP zbkpC;R!9qe;yGx4`MLVx<8krFfWb+CNiY{#YMQ07IgWVZK zImri<+?~e#lv_tVrYmJLj&%n{eCGL3+QK%v^kmtb(pk769nh$)Jz#1sfnwFJM>uoSCyHzLo35`{*xu6=e%1T5{*hqPF?Ls`ojm)FqaQDyMo)>R1_-3f z|0EX)F$($6CdkiyItO7w$h2k~7ij_dr<(R5LFs+*=g&GJ+(XqPLh79mvK({MW{k;a zgNr}pB3|+2>W+uTQ=iM>oye?ml^vyX<-txBqZm7Q!|zppW{sb)6D*Fs#N?68!}yec zl8#IRcaecZ%uL-nkOi%v8Jdb1>vK0fwo_O1z~QQ56gO9L=XGI4!3W?Ci)1hM5BChK zCHRYsEL~dzkT@V5csr8NV;l+$go^w z)Ma$OCKBEa;>qpY`nZ<~^S&}uU#{}KPwGHl73@wW?1qah`;#^6bNO@|d6u+|4*Q!@ zR?KEbRZx>kfSkV5bjm6vvyvcin||4+9r3o2>rMJwAn3DCcuff^H79T`8|j`MJZ;nE zp+uN{XDz^Os10^O>#=6O=h%HdWbJQWmhGf4k2IgIt{SREZHy-hydLa(?SfqxIcR+OssbE1;A!2`%^fO6}#xd41mQn5=pC z%w!~tMk3s6u8o?j#A^R2=VvcMgdwkmN4u;2U%E}{XnwrmFlZ2A0gvXwyiWfKB@W-^ z{D5^18?MYZhc|YzGMThQ>GbK8j@39ecDqdlhqLFf%^w-cc5B>99=`Oy@Zk!J)v*Cj z<)x2qH~*rfae-r${XorWHP_=fWXN_#)0-Xl$}{_8dQY3!+0Rh;H4$ zlEM+qA0eAaNu|)Ti4>1KXC8yVQC-d({YU1L8e{yJ4HA(?!6yv)^k1xDzoUPji6nqy zV&k8z7Mxfc3>aeeyyA66RE;_lGIId+5?tg|Ydct?2Ne+`i}B)w*Rzego{RjM@Ww~dc+g>i|HHQ^X&(ozn*=u`9aNN|)0+dY zCMpXDueN}Md3I)`*};X%<+B19rZYkaKfRJNEcwSWdcxAkO6e&m7t1koQXOvq$x!#g zUdppdUgocqnXa*x5yd~G7gN-%OQ?lnLscy^6{J;jBv`i=FYb_rN)oU>MrZ|e3Yhdl zz3HD(cTELT zyRQBkQ32Lnx)C}m0ua@`_n=1%6_$tIH4^fpjU@uRtQcQeLh=0lyT20=hyF?{O^%!5qsgNA0=6mRmlE7cg30PXc)Y`HCj z+0!w}@%ZWBnA?NXLcv&bH=!kZ-D)F)KgN8~Mo&EXl>737K13*=ZkTVDg@~6dyDaSX z=tbEnzWZVEqu5KmhkD+^d0DxM)BNkU64tMK&+e#)=g^n%)WT_oOsGy(3=GSEr#AEB z-_CH-@1s^Xf%j+_*I+818~-%U>a=b`f>I+0g!zN5!851w+f$C3xnmveC|LA2ThQ;e z8aJxB)r$Sd%FuSbTgpAi^491A*LYfvI{|=D-uI>m*s1-&-=_oKkpdactR~2v;TP}W zF=Z{?Kh@H`W%|TudjtJqq~$6WuCni-{8dt{B|tj>)Rdqupe}4)b+~QV6^#04oBkqh zLnGlFb7oMKlM7h9-zPw;&tI!aTJRqL2lemBv%C?v*nl30aj|(kV-cPT>DGM%O(e7(#(v*j}J!dBk9jopVI6S%G zURF!+o+Tx;SyLvskNFRW6Ipa?ysEaMgBEr1PcTR7A#03jYFVuf(E+r#x23U8z(`7JB>9i!5V1XH9&%E2#s5C z2$}>9lH@YZ8Tb5WpK<>^?!&!fzwDQO>aV`4^{rY}wQ8<8t%x6y-fSeW=FZqHB`DQ= zEXOcNuA=lPwgVwAfMt4wu)uT~(>02Nb~>q_^Tz0IqheHwS<-=cqcs=Is#GE6K=Oh~ z;i|cQa$B!>n)}!fid$iBAjsv;-%{ynCHfc{7wq$su`NeqGOfbTMrooht44=IVgRO{ zw!1;p+(8UqCU=9r`Mwt@p-VK47?5h1&Gsg_mNm6DRV8@>a#LG7%8lII+_)&Ac_7Hd z9QDeHJbV=5}`1jZ>^H3RcWvi z237Rqy=-C9dV%b8Vm56}zbAxMkFf;n@)${YY$R{lBSt7_1P&%z=uLI#6AP)Isq|2h zzD)0B?N4fWR7bg|#Atx!xl>=aOfC5u$61(03yIMl&znQ#P+!)I{r+7>FHGWVTo^G} z)9<1gixO_H#=@CNZl9hlCtfkNl6LPDwjFgV>8|i{mGl-M&4F}aB$8m=smIN~NA>kM z%EPs2Ca&s8uRF0DfEmTxs$iSF9}C{Ty^lt4a2HTsLo11b;#fg>oQn2AO{Z6J`FAYo zm;PfwVV1E788vy00nDu}_g&!%o*BK#=H&v(cMg;eIn^EolN;q?Q^X>~7?&&wze>6D zyZ=2G_k_6;zsyT+%u-Fkv>~)tu6@&JQL(Bl>5wy>#`l!C-6X)zruIR9A3>I^cF)_l zf3alo<3+|Kin;avVijt-$!C{1nROE=I(ydYTBF(lX(Wn)KRbHBL0ME3rHX->17;u_ zAtBNzzuwUHlZ@Zx`v+hv)q<#*!f@q=Vjz6cDC_s0FWoy;T!!?mT)MEV^P!GLwk-P+#@ow+$tV3>_!5ztRMR8WJr z({{8h6Jr!Gp`s>RCD;omp!Uvd(WD)PFqW)G={BD-k8H~f3W#9Cw}Fvck1nTet1++^ z@^bai0-NH8=P8dtEZ-+nm0y)1`}e}WizG_h+wF)n3ju2<+@&r~#TXaDGH3GwAH@cO z_v{rFqrK6ETu!<+^p4zEO~?1zx$^Zx2HwcEk_FCI;%M)kJ(L;vb37}sH5*Daw;8-&XhZe7d!??yoV|3} zC_Ff<){vm)VC4et!VZc#Ezi(C$w z*JpO8pAJfS5ao?BSMiWM4%duMmf6#pIGU{@xBjp~$}z;^kJGWE`K|)0xw-%I`(v(= zlBjI=IR?k=f_;-5BW*~OPW{5xK+888zKYcr@vjFQ^W_tc&(9Ys@4Wq;e#Ik=dyL1L~!mFrhMoEuQ@}#$>%dUCjU^~l( zJ!`de(P*B_7)Y3)bfL@3YDN4jfUQQ}@>-By$pOYkY&awXgS@uJpa`r} ztm9*%dtW>2bF_IS&kWhL=>`z}CjDlNKL+>_W@%`PHpwpf{*01sfsW$vgn~ptT=RTH z=DwmUpQ`W2rKCESa6DJf=81a7eWd+NAziZTSKC@_g9d}!wt3WujgiM%0R_w@%$D+uc<1C-c>If_41FgCkqjGV%RAF&|4!xyamzC>9xMh@3 z1TyvfO4#aDGFB_(!F~NCy;)5g>WK)QvLExUP?l7R9Va*>;lnuV-2;Du z(ssu=QHkYmrT`C$L;utJrSDLo=J9gu$|C;@ZkZR)o0%AOUqy>5;joU$sOs!4B~EbW zf8$ICX`kg9(#m@`Y%q32OPp5_U2<{s zOM5RTW@@EeWFG1YuoPv*|2PR>whTI48U-~U!4Q_Yz{YZ|mo-z{{AQB=xymA^v8%Sl z4H&`~w5#2aR=Stl#Q4a)5Z-WRgzQ+R3NiP=-BgAQjaH7%#1t?zu=rzfyJ5M*HmiS zg`5*Wf{8*&;uB6QftF_}e$lt2+`ZMR1x=WpQ7D6&CABx0pSyp-%QwUg`{aAC^q3ji zfHkX$8#XR%VB6LZ0SY;Ez`3cBC|O`oV`wf1bNpf3m2P%5*Ck6MOAQ!~VbZo5OwGAF zDOu?V*Io{CSg~|FhghXlhElDFEiFXojf-Y$8bzq&PI*`-B;D6$b^!tV_)Wnt zf3Lo+wHe<5e(2YM0^Kw8C|-GE0g0rH=wUr}{Y+I-rv*tjCP}kM3bEUtFuhqM2XrCi zF7b95H-goYTj=@7rGrn7vF?3>F1NubQ*56zkaNLxqkI$OUNM3fF49u+f}Op07>gZ= znDyk?U1>cT;E2;x0+SZ5L!(}%G@U?I*w!}U%-;@GO&6&ne!mB_4mjHqW0zOlU3iKe zF~03JvAg^Pyi$3lVoi%oqnrunl9V`_TMC)YRg4nNqL>DG;m<9ruA}$>VxnT;1+Y?-0*m z`t*EZO{3j|)^$e_02#e_ChpjZi$9~rqur8vrWFL7l^k&Vc3^vhETc2RDCBZ%HQvjs z{+QsCOVLwn|G72fs_KC2BTnG4*KZoenAJ(UoaU)GGa{$zei~Aj%;?9Y+I@FvbYj?3 zNgdm7)N9f8Ls9C%FphkbT10G!uKA%ltl_uul7A;kPp^;>Wfw5C0RwT_Bb6i77KTpm?^v z4Seb2{XHI4lnX}f64dITLVQ+e+{3<-9$+nJ@_$1PK%0Uqxg zbQ2t9GZCN#@V&(HDaB#hQKy9HLxXB4bzBnM)jnr8^()`#K7PKKT{an9$~QLp%$3u& zqa04((rsT(reeg*^nrOS(NLJl65hzf4XAs9`lzw&i;7#?N*i3ideFA#m!LOxovrPW zN@`1_1OMZOLRrp|S~|!rK7glHU%ZqOh1xTyv{e_gwS{ExM~b4IQ5McZp}t-Tg9VbYwVzji!ASN`8P4K!pb5J1SUSbsq019S zM#zFZxifZ+%Dj>O^qyP^zWYkSJjG~x^~ZY8eAyk7h8y5%fIOha2wSE8<=69-U&Wjf zbKH7H6_l6TIMWFrg(oN=o&`d#94Lpd2%C?i5;D)>i+;ywIDFDd5Q+xw)KWIsRtm0e zuUQ1h!I<-Ud1JD`6<`w^!474eBK|DM#=fCJRPck!oe+;e>*%y4bNP-?CO}pp9*ZV3 z%SGuHxTj*{JMM~$Ca29of9@K?RKwn%1oG#qg0#-mj*i;%W4ZErwa8 zT!y{Kz|qt6*D}Ss3GtVGdmz`f*%)xHO$mpw`<2EJ@9@{p;0Zb9Pk|-d6BYM0bh;G& zA8kE8w(hBtD}@-8x7^T28pI@2>L#0MhH$njf4BWz_TG`22yRzw@TC|ESMqgn*_?y1 zBz^{XO^waXh&2yN`$c9W@xYNwi)s)q(YHtcl z%L`;Z5DJJB)h;AxcnU96b609RgkZ?z7Lq5LALsH5IOkUx?qV21*!8*f_H261BAnj3 zv>2eM?$zd!X?iT_W+NK1o{{l=Ax4+wdmM} ziM1b~9j*`0>g^uYI@&SNs}as=-7i1XYz|7QNw={ zMTusXgFPUVM&Ea(g_N<48BxM@)y^Q_&hQ{4iTtw+ z))|HLZgwM)HnpzF1*rQA;lWMC)kZZxpDZplcViJaL0A`|qUHiN^I~zF_E5!#L>qiO zcYl}io4@Wl&fH?!Nzql(frRIXn;|Xe{#w+2nj1-b0?f!0nu&{1uPvw~X}t!xI&bVa zO7Jj7K-{=?A9whfxoe3u_Rp5gv*Q@yfyICv$4y)e4Q+s9-c6YViFKMs-L^l1VUP`8 zKD!Yy9aUyCrkc8!!hQf>Ta9S-HdtK{Plf7otq#U#Ko(){UFPv;4m1zajhFId?BgKi(bCHGqvl+$Q|-eH zS4?%|v1R^j8)m-+V*@^g(~(?u~_iQ z*-A-ts1lCL%f3;ju;I4~wV~lOtPOkl%P~D8Hrw4Dx{7JlOQc5;N?#o^hjfMP@{&AP zhmo5oCN$j5&>)w{pmNe9JGP$Nes$T6idlPJ*F~_G^~&-3Bm}!gnS#G_j2@c!M;X@!aC3qEpMyIvnBEC0Z;a- zs%4^q_d$QLb~%+QdXy~t`HPMQ>b{u5Br!~c#voEo?KTjLJS#uc182w=B`WpQcTIftsw&xns-sB^bGI zQpTGyj~}H?YPjXaPdU&j2N+SVzTnhpHD-)r4pR%rQNK)yf;HsmGP_v^m zFf5?2Is$WSFZXXMY?Nhd^*pKqq}I?8YtK!o)$aIk3NOPB0$WI1vfXD<8n3PUyg5zy zC2QpS)T?$t?-^qi-DRj-267PVEj5@l4`WUbSI_yVULlo{LE+7MZXqi@FUiGg9*seo zqnVHkyJgbXL+RhFTh+%jAAhi))Y%LCSw9DDTAC9#Hg(o`Sdexkz1sJA4Y1X(SU!DK zI((L{a+eMrVLM~km8N=UC-K#0e0F5GLNX)E>N&g4EQuyF9=ka`eF8+MM~0C&v}xeI(=T z+B|TpA|%T0L~FZ8+-XlKy+c&UT1(NXT%LUosnQEaor=Q?@(j#Fa9w;uK`S2OIdW(_ zNEm{nN29pj3%@{u@QZd?OFLc6KIKUYRQcmtI!KIUh#1aVa;zzhj#biNi|mB3?@6O%cz@(%R?|i-1KgV@?=kC3P|Y2G>xKOfkw6jUy(d zKh)?NqL|KfMr)?cyb9z*pQD!l)QP8g8=+qTB3qw-s3RNS%t}=sw0gJy>wB!NWV2}* zqt`+Iw~wbAvL#_h_#}~UYuiL-WS;4(K0E!U(ech?se47-qkMX8%Zr--2Wb9tMn!Gg2d^FW5Ir;Ud-~ysGg(-+KDu+Ph zN|L`a?zN@$B4Rbup*^TFqqIjh1adA-P+=~r%IwY?tgT(by)BM1g}~bApLB~mBjYPh zCPu3V#CkN+^Hi^lwgSYV8?B`=`SD(Hi^N+hICs|+Vs%%RF;v*3l+Q0db6ryU#2D$c zocc+$^mS0!wIzIcPCo_oU{`@*6Mtc1ak-}k;wum3hiY_X_VPQA*GFX4YBGC^?~%Rp z`<3}er?Lt?$Pgx8{`F{FA?Eu^Sj1_=v4^0JUxE;@Rd7oCs`Qt+4Nxig%Qe55ipr^S zcBTG@K2|F5E+dSbavf?+sNefV0#W_>5$7rObo`!#gLiXFtx8o=Nzyy6HTWZYz5B}e zS|5p%{~*ZZng4Fg>H952jhT>2HD|5huy512Jbc3Oe%@fAn zM=jH{f0{_Yex2$OieYh7t*7b#=5?K7%{~|Ig%4IE@ZK)eN^((j1W>uQtonN{-!sr@ zSLHGcP8|+P5-aFQd=tGM_veq_pKB_92jUELY`tzAN7Pt5FJ0ky>Xr|53#eiQoV%-ATHdc}aXKoM)b;ksz3~F2nMN z-w#uJVRw1bV-K7}9zo4drQYTBoS(7L)EdT#stAHTh>9_m^}?pd6f@w*ZmYhX^k}|i z9ctWQ7ghS#45P^$E$3;VnR&U8H zQB&h*9)3nul*<|L__{6;Y!Q!TJ;(V{4LdXgCMviCeR6bzbT35PGISV3wmw%g(~DEJ zL0zf2sHnRTdi&#fg>i`V+z?IS9MpJ;F=^f?xd@$*ul zUIXaid1l|ONU9_@&Z9-rbbx7k9ZaTbMoFzY{%sr3ux!{t6iGF#opJDKHgLS=tF}PZ zYf$G4E;P7Iq4&?!x8tCPi?W7vOP{hDH179nHAR4>3cU1KXH8t@%Br=z&Zy;Br?dX3 zRX=vkd*x`ZZ;CEXGxOSvJO{Tzo+DWaI@yWp6>aQ6^a%^`DLz*bcE&*u<`f+D>>T!j#x@IsCgxnu2=lLjMf*TOSChijFgt| zGt1MrV^=2M1A=4sG5YVcFL?SWFUC!Bb!+H5P)^YA?SPf{L1JR;5G}C0MI!uJukq3p zC+X6C>dh=xDJ>lJxUfHgyQ}4RXDq}ewq2CR%@Na1TkfWTU6I^4rTu;y zwZg(%xZEmddDxQBsUh+x=LJxImI6X~Wcw~|_(4(AUo57h!0;&I1U#R3gT_3f_pi%j zG||EgwpRNx4u;T>;{mss00Vx^wf9Dtxge1*dDJWIhVT`%fu1pQjpW2u_ro!*6Y*-{ zpBDS9`&}Od<(bCp6_>Il3HRVCi*Y10pdVYTS(%$e3DP{pRjaT!g=Rxh-tDmPN}zWg z)XzL)u$#IF4ie98k4^XQ`Gg=N^&K+FJiC`k6rW4D7nz;-od8HI8SSv< zTKHS-nGe;5G1aQ)l4;Hzap~B*IKdss?KdOK+3qSO>g76i9QquP1vkd2pxAn^Fv*y# z)uwRPC^IAGN{xlICCdDlzn8Cg@+D*u`d0O0?8GasW3CTIfeN^_2CcVmx4r8useP>M zA6vQQ|wl}1}@r?%ipW~?yrA(c@c}C#gl0vi$O@kXO z4}obIE(h=KbsJ3y3-q@&y~dK5pi&->VhiuQe z@HnJs>c<0q|92{Idi5kyj=~u72<@@jhhMPeT zhAMQ*<0cO$+(guWQ)bQ+pgs9H1`1et4SWBp9HOt2EXGj$F5f?)S;eWsF4|W!x+2ZW zIdw&t0-y$KDpWM7lEgAq?FyFciAr6FF}AeJ%}gwuLJtol;e>oWa5w_@h%BlwTz2I; z^6xkb)0u>am*axu=B7)?B9;%z!`%JJB!6mqit2kD@(wvQ)3x2?ZAzdZuSpoer1Wqw z$6Q^jqqx4_EZ$qa9Q!vOpGK(JI%qqh-<)KG8w%UIoF4s_B!0NVs8FmKA&eb*6ELXA zrba6BhE5fKM&}~bU*N!-;$f~{5p=a^4*6S6Kuol>176Q*Qrtl`0(J)x9qt{|T0b7G zW?Z6AsYw2cJfl`H)(=l99)omDe}zBflaLus5$@vWf0fM?*;K75q+@uV$L<6jR)w@h zmB?cyR6AQ@8yXjDD}`U8bvn$tR)^;Utv`4&$A#Iq*5rlHSg8bmC1~477K2p`!fdnS zog&zi@dg}KipZv5U6MYg{>ak?-%$UDocyT|o=?wQNWRE~Z1UDTWi}49rC$!ReYk2v zZ^?s<m$v?$`6I7uB!mcSK>jMPh^Y>MC%RAh2wWBYg>tuftjX<-rj1YI<$ z{bFjy1vBHf?73aeRNU%Dd&%oq)s%iP^$1+9H3-rfK4k~cb5ZaUEC=v}AjigIbWoqp zRAzru&2K*(J81tF?906#=1+VaV3bvT>spb<>-=@~$(-laGWQx5kJ+_&qrW@Om>RNG_lnmStnWUnB9=9p;jveFl z12A*ib3VT)W=d?Wp0k#z^Ng0@>)qwyPOLMf#FyfFvjnxwi2k?IX{Ev`IVIoA_vy*q zd*E~x7!PNraUXinhlG{$MLI4F=D;D9!**CAHNEBWn@#Z2O~(X3o&DU{EO%rKe?HxI z$Ktm*mnAuDF6!pgRzsP33-l0-3adjKv&hck2(tTuQGBB!F9B!2IJVv-5{2S{mXQ_WMHf#P@j&ALu_&B zP$k8u-pdh%TLcHnl=!|>ouhY;Zl-hH+gy<@@= zy?#vBu^Z_X*7vx4Rs)KAOfFW};%ogI1VJ_jkm<<17qZ3NG7W3e9T{+(o_DsQl4pQ2 zIbvuSLi6MtTZ8Wbc?du^xG@B*ADQ+bDD$|5ZPFwRZ_dAq&3gWTM$yktsLBG{|-?(x|{irl}l9yh~F#0zhK0u}w2Y5AB_13$RQ z-{TtDQ+G#dyJxcCA413>gvMQnChxOP2|*CDhgL~)&o*P9t-bue!SUPwQ9R?n;#Tz; z^X_7|@n5XV|9RRd@97E#BM;{(A^GtZX>AZQad) zBB@Ao<)`SkdLByeX}beeLvR`PzDWH+wM_W4uRz^5)dSKD7n)yA&hHcWAtKuCMkU_ zvQ}K))1yQ{c~oQKY7c(ol62!pneAilA9<|2kG)TaI07k$f}e3Ek#yFB>^zIb(sN3+ z8Pn8*>YxWSItpe`uQYZkkV~?M-^=a0FA`@|+-lx5Q+!UsNe5x0+#StfU6TlkG?0-O z+g6ahOg2Cl&-aBN7_EEx&K4reb;igd8}Smte=SY zp@RM)Nfq`z@iCyHWRZ_OY7Lr0z0|umxbnLV0gcNe?p}S{ZFQ@#D;bkUta>~foq(DY z{&ceES=Xctl#Ga6{k22~ZDsvRyM!z$^IC~l4KH0z!Q{Ox?Zp^KDGv;FQXHp+;a7LN zlMY)C9ojfXE?AlBritoMES)zs;h?DEo*dEp|2!8-CxBxsVs zX$-aF!~O#{odcRaili(H^@n$fkzL?~aT;PZ!ePq(jYIUYZ(W?_nztvHYj z6~(ID_n7A(=I=jUo}+&@VNF(f_KXKUS4(;?4D(e37-YYj|-#v?V#j3 zR=Or{j2o!&A~3404hI87`OV|nxx5}A_r~aR)-!gGNDBDZtY-LF$OnC+r09BsqwS6} zcvXw36#cz7`jQ73xh63M_Hd<`f>j+w(!N2IgXK+arI@-VTOV^NXMM>*w_>CDt0mJ% zoRIW|K+{B(8|&v7bDdgLkk&gIm&H?b$mnlp^Xx54j4e0HqY>A6_vijj4Yr9Y z%u`cm8jnj=de=7TAy~`tK;NjeNR6nFD?mW423-oSb6;g7Uu!9L(cvziCNDFy6nf^Z z#D`pE0aG_LUAVd*^?G&a>-CR_foJY+V3Cx;YW=F?_`A_Z)r4vYM}=JTPTbm=%Ae}asa zW1z*l9!nXo%r*7lti`C$+{8rKU(+M=aSkzJEGDV-3$JO>WZW>|=#%xtqfNBNSS*0f^)cUX2dKa5L(xx8MVH=(R9OMlGz_E3*(N`v)XAc z=Pl%U#%|aVs`;l5v@}*X9nVx}U)ziw5%NS+NG^}9!fo4*kI zvC*hJ{>gire|?k%>|W=~&QD%`aa5q&RpoXXKC|EWG$Mr?rV7z0(LIPEbi=Bo;@L(6 z866~}?D+E0skU_9*rJm4{=JKMLI8N%#v`I_3`5ZVd^NuNGbtxeYTrpI=^FvT{`C$r zf;7ha3Sn@YNfbNB6$_X-;dp$5&y-g`OYpR%Z-A;ZV&`kVs<5U=6~D3899ZUpkcp)|2eFF1QJkkLJ`%t5VXY)vyjN z@Rn{r^Dc%x$IjI~Oy>S!DSa-XR|@#V733ujCh+F&!kA5;MU46a@)fqNmOlFwkHyan z@l09%Fk!!Z22HuvVY6kXVEDFR(!b(~m1{Va$+^qWrLK?j{wd`UJ;Zk4EqgCnUd|@k z0Q5zmvOKkWp~Ch<#jMt-i)tOM;yFrBW2_abhv9Dwnwom>E?4lbk)zwhrka*IcNo^{ zws_QDm&l`E{H4eq$Gm~=>Ot~OvXK3$RGRbR62>uV0C$_P(m2_D?0;}Z!IAJ3r9{4*M-+N zb<%&0MiuR*qCy$En_P}CZ22{ps=s~M^`jvdbb=BH}5T1&s3)#zN z231SBI3H{IwWm!4l93-RLP3&n_h9k2gb{N>7}?&i7RelR8nK8UQ?yE^vbGTu zmd>gc-;>~;@ykr<&SKhs!ILqHYGQD8p}_$Ey9!10EVy*VsmPicg@Kl0G^S=N-P^X` z46cXsR;-AcOHz6G9CfwBTU`q;h3CA)QyOI}};c5r|w&offI$_Oe@CaXTFQ=q!(bcP3 zl?Eg|cty`tC0;ZAOxRF64p;+pU^$ol+A@Po!HL`)5EC1CJDK|M`MDEJ#&he_3`hH* z+8geDM%Gm}>lMlRfORwmlV!jhH4F1=-pT*vP9?0A5>a|&vP!&nN3cH810*EYn@>rt zYoC7?^j!a?wb~a{Q^Skdvn%q*SvnqA_m5D@Lp76p2QG4(RQIFix~@@?2;OSff}|8Z zf}L*Kyrb1%0>)ce*XlI`mkIROpSih4wMZu_d%o%TRM+f{+v@mfeVa91f#QY7EACYH zYzBWcrF@ruA-3PpLz7BZa6PH<2?ml@^jP-Ae1Y_S>xmz%MPxC5u{btq-engA9Wk@W zks09YBMAoaP+V(r`W@Hnp}hWK!)J$s%%L?Z1Qcb-2k04ZBd)~8r$sI$iDRiNC1JO9 z@{F7#_e5b!G?VuPqCCIPE&89aQLMasKBCYIifr^stcj;pC|--S^{*fMujCc`A3S9l zYFNW!*F7Jsh90)+Mq=5S%p{+h?LTg%I*|JiamD%<%c0L4Bu2{|2NRQpSUT$d%%k3I z`;4qyd57TFdk?ImvanZ;uk=U?Yi)udUNj#)Ze$`8@V9Va`*sindy>=Wxh0t*2BoBw z?TZwu7-{{5fj>47rz*(p*Xpqljq?jai!*(A4Ixhn2~`y3TKX(Q z2`cR_<2%AG9%@tGq`703-@o(zX>%$nD^p<{cvY;DBNf?1Wiru$6KWvf?w{=bc@$u+ zlrTF= z*bo$=_Xu_xVoX^P|MD4XdJV1YsusruLj2GH7y|&y*07Ia-)T$hg**WKiigk@Z)G(d zsq$10_nEWbHu}J`-0?|_dHAM?PU_Qb@z%V}Rels(>6eXj14_9zdb4E)4++y$z4T%< zNm>%6JR#1nv0`M5W8KAjesY(^v8?a34F#dt;`VgdjU(P6 zb17+ZIHrH?Hrwo=OsOo%6I-~K7^fgBw5Wtdre(XCLIPV-#wLQzU0`m$T#qe(^co-w zyeiXaB3a-T4p9_8niHkPhWXgWE1qYSm7=v1`quljx$$uG;12Xvr5{a`W<8^uIoj&= zQpe$fAsLMEKfI%;r_044NiOm~X~X-|P$99q1=YNdytA~xqZhxZOw>J@lp+;S3N92l zF=8+ChT9sd-q0Kky(-h2GAwHau!Ff70lZ{Te^PO+l-MyLo1VQ`e)b)sGU*AwI z<16}7+@`j)2*K}F@@;Fi$DjDvfmj)cF)&1qedA_{7}xCfCrfzEKJKD)Z9F*&JVU@7 zZxec7bar9oEltslH!X^RtoZ420HYxiIG=(QX zB(D*l>em<%^tdEW)Psw9!?U=!F9sB2B(r@{`|gcPY2HD1=9;!K!Q-SdV)0-+7W1Rx zEti3eJzL0hlKp@QpoLI@fj+FY?ns{cU@-O(TIYb(ge~J2+SIk7S|vV$n9JuxpvU{? zCDl8?&Qdj=*HVe-m_k~=aC$Wq=h}Jh4aXeyj-`u-@gEK6Yt1-`sxIT`el$f=sZ*?H zsJj2N82)EECQT_IqE?yeNc&kZL>2kopu4d-Y}@ZbS5Sb0E!XyDK>lV`CKpAfJ4N^x zOG4Yb_dAs`dlye#JD3PVk?f)MirwC&Q#WZlOio!?2IN`YD3J+$i+1ei&4WN|(16gl; zeuziqH$H+~yp)c0LDv>Z+XxM$Q3;JUnc*PWotRAqw?n~F#Fj7BDu^^aBD7O&mEE|X zmz=74^!}m2`8A!R?RM!nHmBtiLqNm>lnPeu z&)9kAKDZ-ALV0QN$@ijA;QEuVG9L{Ag!1ud%XUZ|{e|^QOZ3dQnAG%*d6Nt<=63}(+{j%bXA(iFbT+uPCf_(mq)kz*RP*G;=g67i7sdm^cwm~x|oacDlELvwLW;)oD0TN zJ($7b46GsmcrxhlIk28>e;-MA8kcAns+=5-Q9>;E=zjAO&p1&f0X3!MtT3vSlVW&J z-=zfXC7%&5M)9Y6KC);9$MZAtR^=3eWm^X4!CeE#Q3=<~6Y<;MvVtOVzZSKu3}~9J z0;CO~6y$cZFt)6YG|w5Vl~;DBW!s-h5pRPBoeN7)M3uTPGZq=5$RB>ZaBYnlVn?g* zipyzR6XaV}-k*Pvrx!SdYGq^WJ2O-4n>VjXR=N4}rVA4Ah zK%&?6%0IGO{s<;&~sJ%K1kDb4+iygq_B9AHJ z^>>F(`o0;J(Sd=}$oX0sXCsqI*ui|MQ{43&mwU4({r17#r(r`<*6NW+8Q7dP;`5l` zShD38i!m6=5%J~Kj?w~2z0avVSkd@v=@z!Evoce(O~QqgTRV3Tye|C8fsGm%lAA%e z@+sH;lcPvWs<5cEG_nWirx{-I+PTV8Ci0S|e~pvU5G?^o%5u_eeC;xty+O?rI9+XX ztLF{~$+0IxB3lG$Gry5j=pln8>qdYLZ>E z=S01Iwm7LH@#Wtb9WvC((;e^!Sjw>uW3!PF9S0(Wz5QmuV&4Z*9Cvl{Pg}fmto=*a zL9|nhc$H{Hc$Hs+-kVRjgkAO7FK@Rfw^;78kS_Qx&H;BOCj#|@Ds6t!Zq zx!<5>#C^8&RC7RVMs7DXz}QB2DN#EOPzXoQ;xtr-x73(~!a-tRhw|#(z1l zRp3JRo`HemrytYRZs{TiyEyG3D?$pJ>@B}6ixvT?bt`LD{`C~Er0Cwm0C;Fam}z)~ z=S~}K^wG<&nsuSgmDZLG`Z4=~MVq;#>=34MIr_lNVK;N`FQk=T(IEVmt$S#Eojl>A zhkDiA*b0M}yQ%YA(E_?pby!MME%;RrFE>L(9BrCt#$a;08*8?Iy) zmi^w=`zf6nJdp)#I9TqY!0T4K-a6`f;hpmrtKKH)QBcM;B;~}gth82rxVEq%UQlZdw55Et?{R(@!chF;-|3x z&}87wk5sc8cBxC}ySK6w&hM4Vf+pT2GF*lcQ*QeRq$?_#Mag!{Qg;Y0htR zyT4dR#?Qi@`33;yWn(mdXWyd_9{;abemZ_&!i5yJO zWESNhEl;P12)hJk??iND)JPc;DmE-pdCRJ@KD6|jP;|0Lx5ut$C~SkH{T%YY90gDWjJ8TeA0Gu4 z{yzmC{3enlANT&#z0|uQa4CV#>4YVpNO9@;6}-`X+EB&AZNk@7)Lkc_-h@p988FZ* z`KLy5^4|l>Gflk-TRMb6^$LJ-y$vjV?bxqp^I^QNrn;)wgvi@c%_w-EyY<^8gHP>0 zA?%-i$rQMRH74dff0i1s)LuPPY;$uB)L&5m)};9J;<)7-sGmlk644H4<>3q-nDgB( zw>b{YzWaCcuuq?=AjSV;QGbZZHozb@^r9~R?DG2tg}rw?=9U;)%mNcKh;nEDZUxnU z^S1u>>|eWt;F{AOZ+I%qG^&3g-MJ#A;j_V<+z#xTlzOvZN!MWD#n1KVeWur%^|$$` z-?@R0{~6IgA^v|_`fSs~z!OSfpk4bH%U9Fix`e7&2(RI>dSo5_V19c$8`U% z#RdPL?{&Y-kbdSq);UwMt`Oxee=-wBZezL{lhwCp^b7SoHe|==2nw*{7R@wi8ly$tgV~f9WSIs>G z3fbRntq*%n$$!l`C;~|E!;3lYf3ZYg{Bo~RN&RrQ{f6$3jh!}S z%8M)A-_~dD7iIrCmLa}E+oM(8Q@bPIENCsYDe}rX`t)A28HGz3Dz9<%eT~5{Z~OKI zfl%+MtUV;mu}!4xgrrC8nep9!vV2!azu&8GJ!2F8i)GvO>pr*tV)FGp)yl5cQELyW zZ0SE=;MqUUzVvWdO8nYwoA+w$IxXv-=}pc5$5x>)!`O8hm(H1iTXOQDu(La6oK8u_ zLXx_M1#cjHzdHx%#Oy-mzVPoB60fg)$F;A!tgBs_&~X?8p%dXF$LPT@+{&2b@s#Rd z@$Zz79fg;6sYo6PtGd&t@!{=y`l42khKR7;fdI0Hw`NIiuu{ZA{&C&^a|%QV<&JG% zx@PYzJYk)~3NV z3Iz=b{JSl7WVJnH-U<7@bI&{{8o3vYwscNE=Tswfn|HS>gtd`$@n?DhsWhqnR z!A7N)9G6^L|7RW7HyxA6qu2o+1S*ct;S|?pjX89q-XZb;JsI~q7R2}_p`N>wqAMnlV7s>idoTr<=;Jic^+p$)ju literal 0 HcmV?d00001 diff --git a/doc/tutorials/features2d/table_of_content_features2d/images/Feature_Detection_Tutorial_Cover.jpg b/doc/tutorials/features2d/table_of_content_features2d/images/Feature_Detection_Tutorial_Cover.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cca9a2b438298d1998e5d7abf944745edce5c4c3 GIT binary patch literal 35105 zcmb5VWmFu|(k?u>1-IZf$P5--gF|o`1{+)x+zB4s9R_zF9D)aTC&7azXmEFu+??~? z_1*j9`*U}%)xEm*eyX18+Piyob@ktszdry3$_h#f03;+Nfa1Rm@OKR$3qV6bMMXtH z`?o_wLqo@Sg^BU6;p5<7y&}XXA|k{mBqS!ICMPDLBqbz#&G4F%hK7!gj+mSg$VdyM zrlq6(j}oMRPz-boJWNbHS`tDM+W+VFw+}#w33x_QKtW;zAQK{?5F-5@0#E}0$jB)F z*#3VF4ILE&@K1#Kuh)hEfP{jKih_!Qg@ulXkA(z4LPkMFBLtumF%a`eV~{Xvk(#?= zk}>f@f|E<;WS}~!MUDO6=7G$7p9cn61%zZR+&nzP;l)iqFUeW>1?9D^tldLGQ_{9C zUdt)yS$c()Ht+niLx}|V$Kn5G0r+PI843Mgp8(-M4k*Yd=;+8O{}~1N4+la30}rY+ zk(N0cv1@Sh1qmZ>QRBD%OD370K!_V(%HLJMD-@)EUj7>>2_Rmbwe|Gh%VOaiZz5E5 zykZz&l_3a&qaqYhL-wLO>wJ;~8!-9oHTaKtiknUl&Xo-5S{+(qukb578#R-Vc8_{R z23f7Yt%$Vpe+Li|G<<(c-u9~pxFEK{U%_amrdMLQEr4lb88u92YLizLgHbj}!t--+ z!~2Nat-D9=B~P6jV>XFj&gGX+wml=R%8Z}`M1oszTN1%Ds6eOXjXI2GCZ zC3oaI8IR^eb%wXRj&p9mvU3$C8ERlXT!}LL<*G+0MJwmkJx|SAx~*Ka%WGLXR9jC?TIeo zj-Dh>SBr(++OK#wAN9PPCR$6p`~{fCT;ca}Z|zqPLKvi(CyB>Q^WXlDI~F!}XpD)e z*Ot)T4jTCw?Iv?9WfwUgCw4=*tzpL=fw3Nu_g!sih$)*v^}-ACj4~-U7W+veg4>oN zsmc}K;lz3XDD(K~cMSbvAQ%`MzI8BKUR=nf_vq?q3wb`XU>LGtyBw zD(a?3v@o<0d6e(^({!wFkxDpLj1?a|LaXfbciyFkjmqhf9Lc;egOrTNh3F0Rwj3{j zAyRRFwqq}5yVTs}HS{}auxU&D9S=$UKi~Z9ZEM%LVdvDb`(}m46-yJ%Eu0g0NV(8V zchZq#QNLY3i)=QHE~kxOs&h3vANOCEUAl)&^Z8c7q3ie0?E8Pp=(YF<|0~&f%UGWtn9KdoYTQ3%sMsu-0sob} z|1ab4Gw{o0uFm6+V7dAKUmpnA{-0g2|0OZ-{2?`cnGv34S_wrk1X&aTM2~UQ)51z? zEv65j^G>8%>YOu6n>rV&LW2s9-(APqkX2x-VxNLgO+pu$ht$*|I-sD!tA4b87fBbG+QELT8Caz!5 zPKx$kB#bj-{{n^=worb7*Kn~=^@yaCbq2)DoZCO@s0y~k3{ZieJPohRh(1Rc!eSP7 zjv(<9(bB-j7Y7r^=ln0UE@9a;a`@+=Z7&b$iS8dQ!#*j24PUBaD{gioZcbZnFe~0x z`COpHu!t;5!u?Fu^>O5B3y<_&VHq^L434BeYx?xhm_3Z|XO<6a(jimPr|Dlk8H&nU zQ|jTRY;c;p4#DBIzktv0EenZ%!4m!gu47AXcI2LO{1`ewMGG1k=doM%uYOXLs`(cq zlB0nWRw+Ii=noeYv18-!|2&K?*7;>WGwy#_qz}+x?OEd2>*#HgD%5^gdDwbi+2#C4 zuZ?z?*c42mdDoTs>~P)K=}*@?y^hf)-fmDC^z^v$%hQFtkEt+EF6(FB3Let(shDamK9OOv1rwPucJv>s zyST$qhrw@;Xlget*CzEx7u5Z7pIOxhlC>m%k_Rq{(7DfAlQonzf4^Zht<{sR2K<|Y=! z=f|Usa?4Y{kMOs6{sPV`Xz#~#+k6w9pQIB@3+~14%*~5Aje+rh0sclq@49DcvTy8~ z@fp#ibze$QwFIu)GcajNN9pcDY42A)1vEbNCl->Qd7m6->UiLvT|YGrJ?Hz0w<8^0 zeR|otF^gfTGnBmu z-uS26^)KN67+KfrIA;%c%w%U;rFs@#G&!hgF;g(Fwqwmt|1*MFY*%*P@aNg`GL&M= zJm8-0GL$Se|DaRgMWnb?XxFm!lhn}rfZ4Pwaf(hijjV{!Cxw5I*7Js*=fsEpxc_~O zMG8Df$7B{6{|m^^FKCG;J@X^`3kXzh)7boWcOg%#X#9Ujk^h(7o2y>;?eLoe$>)Ww zh5dg4Jzf@^IrYDp{R@~!)#A_i-&`oRivG(94}32H^{j z<-Yd(1z?`X&q+WBWAj} zTtc}8lmCELw*HHGkPIC84@OjEW#30xS`OwmddE9@h(g%Ak}65g&jP1;7{Ls7vUMk0TM%?>c=PW5q+`N zPLBE9J^2fx#c03UP??1LG(i7Jx)%QFxBKYK=H71TYJ?Av4m;%IZP(|-;tnFmRA-ASX;GVIOC5NV@HrMFso_-F#W@R1}v_;rSU%x=oy zWqR0nTvO|9Y>^%+fnzVzEEY}mqP>VV(}FwDpmwyfPR@fpY)&_=M2k{NUr6vc;-VzP z=5~5N2aa4`U7(@-xWjYDGur{JaWwJ0JH{+SbIKF|v{nZ=gj#$s)-*KM2C$Ee ztD6t7R+kJGh$}-P`cRf9mWMv6d*uzmaJ4xRUOllwHL+<|y_rn3%PrL3e&cE~6VXk9Jyub@Lpggx= zy%d5oD=LPmDZH5qTS<@bJtX0-0f5^tB;Lr)qjx>1t#3>jj`WbiB)}?rpptxB%GUa& zJtz6Vd^Vk6sk_biECoMdgwc0ZL5jM%(UpI(ua+*JH@(_N-o@=NpgscXIzx=a)!pyWpRFku7=bVw^c;F?4+|z6i#Njd~aEhPjZl z@?w~lbF)?VY(Z;$%G+X6J5o9@`Q}wL_62;_6{HAADOT|VAhCX5rs+woK(r{5dF$(H;V!0GXcFF{@>UhbaK;MP~(@-df7_w%}kR&Mp)62sE=FbtOMT{mjT zZhS)kr$3UO`*_g$!`ymiIUhBA&#NEf(-v9)UH?yxuE?;83+Ze0+e1QKs)VIr!3yn< zf`78O?}WE^vj@!(9+e*hCj(FIf)%1&jPC2uJr7a*e_eIQs^f{+X=ToCFS zLhLj;kxOoOI1gG{tMzTzajd330eRpg1AR~vM84-*ozBny1lbPK3JP$gf6r=L?~QjW z0E4=}W%^eY%QKTXqhwc7N zSK9mu==oin*tWROQ8L34ZP>|sD%&=NHiE)tjv8carK527k=do!etboDKSi{lY>LW; z$|-3{Wo%`(EI(pH;J8r@*F)IQkBp1^3_rp^V>KOv(w&spzS3Xc%6?DO4MRl(ZdL_E ztT_+_I*z`K#nfi1J$p>ac}Ap8{)wfCKRoPp@;o;}Etpv1qo^;)Pv4qX@7ZhKYR>x>MvmKOJWg(LuiWxzr(dD_xCDa==sw8AH$U=Bv9MaCCmkc!Ot!bRP%++zwY&u zk>YRRH`PayYt%SX+c(w#k)FP%U9+n2@#CJi_3R6k!Lt-~2Z7!T#=>hWE?OqB&Zi?Z zqv>w|(in%MVGce&io3RodIXhIv|S1deWRivfM*n{BV#6JPX(=07YtYzdqh}86}4qWXm z4V^yrVYc`n?X_vewePW^DT4w0QXAlZGoX(*(!E%RTZw@J1 zMb+DYgQ-%ewG%FtEJPR3Uhei9p5FA+am=wLQP(Wd@&$9YQexvCfzhN+xXrj5x?k=_ z!EnaRutsp^PpGY9A-^mF$5B@EXC;-LPXA_KzV4_xGqy)rvIOw~vG<<9xl8%C&9tNx z3$J`_B^{@)dAX60DUh_86BHSWc0a#B=lm^VX2#wmr4U+$Qx2}z4MENcY9hOiOF`>v zqP&;Y@cXl~m^7;Lk_bE)FXnZ&CV@y<1vCF9TVSjnh-zQvSQiCf7# z?)mZ@l^DqntAr0VU3)DBy?cXw@=hj2)DhjXW*UU)(_B=}fv=;V_uHh6(g2>M~Vd?Fm!kx)W5}!AwsZ=3Hn;dV7%X3_(l{!$5 zP~i8H>Zm$y%`-=>-?_>}mA|G{rX6-qI4G>0n>jWLI}}eRWGo%WqS3?cwGqm?971Y$ z;t8Wfp=l)Q=G@mJaNUs&A{!@F*+;e+vxNlYLTP4M@*) zmDUo@5A>)=p)_#F+s-yqgM)OGw5rNgeRGswjk@tgK{ZP}E|o6A3X#!s)`RVFc1-;Y zdZ1ADIkoWwOx>vJrd*VOiMF;%noBCsaux0v)F7^?BjNDF2ICAHOTSX<&|0?FHLd>p zgqsxy9*y#zErqmgD2d@(cIPYULhB9oQda60v_|LVg_16nE)X5}%hbav5o=5aYZ#52vu*o7VGcsI^-HvEJZa!EQ?-`IPG*`j0r6BM^ zAv1iQ%B!oDS3-)b`r@2%PfuAF7cC!z5U+?@EX0}mPM@;vO8N*6T`c9w-%xTQW}eD~ z`H4Nz%A_uC0O}2Ox;poRUfM)zXk5ZqraKbP)535&wc=Q0?FmwdoByvm?^&fSVmY{(UuLClD2Z*fa31v zKf~_{OY2;r3QhD%fWqx!C#aeB?hkeZO6Fzpn%C5(k~LAmvL8^tzjeY5@2b5vOReS6 zjmDM*ich+s1T)izd+TB{n3UKDI(f4U3tF($m8euU;#p3kvd4XOAxV%IYDwqvJ>w~D zcaV;xt59r_sP%|}WNNA+s)y#-9GsjLDxA});QoPti^;~V_R&AQ z3gX$j%k0F+M+zbdtNiv-jcWB{S8C^h6|-ij`n(z7^4)Nzhzii9lH%T%6rN)K8NsiR z+0U-?)Kz*$+A-U2F$#kfNz%63M1TDSezLZ~PPA$;oXD`od z^z5S=3f;wgp*gZ8XBt=k(`7Q~;-3Jba~FfT<9~3%d8n3`ly>=(Yl7K&->VAC#m?Q2 z+-IoDOnaP&lgL=>mjSRmkY+~T_@M+G$kT2`Dxl340J}8g!RfIUHku!7p5wWWypgQS}x`Ri5L+J?CTA79O2Pg?KY)h-|s zE9rte6JgbSPDP)a@>~T8rixlcPAto~;$6Y=JT(J!?j>k4IX|H#wq*!;lJ?v3V$`VI z(^`r#h!CVV2le7kdq~qz!xX%$HPPP#V-vAQ7_Kzk=BwZosX0~peec!1gn?svs~cswkn^D)}o?M`{@>*?RxS&Ou~#{uTYeDl|6 zhRh3g{Gyg_)qE*w+DU(cH(6+mrcv^OM^!fB6B*a~Oq9}03%xvVx&_j3iO6wSswdGbEntC+9lIE5%V zTKU+?)Ts4~%F|>c8oiAs zhPyHIIPVf1P07g7>0S3onZBK)qF6`)m)`5}h(XX#8ei|I)iPPzcS~k^UrAQO>_Uwc zC&V0@*$fmV{$($CeyIbg&NyT0idZg)q)z|@o1 zE5c-}&_X25y@PloW$5bdS_DR1HN4wS{M4Bk)`#m7A7a_$``&q-DR1E)Prer6Jep zZTXqww~f2n36ut{MN>jIQ#=ltTpdUtK$W<$Kxuk<*1r7KU%Bd~ zbCZp$u4zZxm8i^|G73ft`r$;QvAM?mMMOt=-EV!UZ5#vG zsuh~W+@PpOl2c08iAvjb-W2K{Ld@(|*UqQj>_P%5J$KRcg*~*aO*-^yT7Z+?mIwiTigSv!v@*iNl* z;}*P1MfO)~J61N%T`p9c3ewTnPA+D^n%hPW3GRW{&kRwWyg4^4EH*8*lqys3=}cYM zzc%#b{ODH-EV5WDbO)Fg$o7D7K5ID1E439MgA}zL^~sUrgMgvtZ5f|2K2YrOhmU@} zDi-1l7oXH$4-)KVjBE+wVB%@b$F=V+ zCbVrP=KxAAXSnA9Pp3iJzaVP~W|a-}U7i>um@q76nEZ6dZ7)~m{)`XtUVCSd9c8wZ zD77-QIYAGV%5XX0JR-M=P^(f*WCO<3I`2^SZYLy(me9|!hh;%9BwBZI$9Bhv z=EMz19cwyQ{c053UEqO_Q6>RqA9J0E7S2rRSYcM3^08N3!Kt|j;z?5Fww6?MF(ZBu z4ia0zaSrG>kL7NK#Z-8&A)8eU6b}(P+1kRb%xK&ejIdH1E%iyBYqYb@?kk^9f~eW8N{{*R-c zVN(Xl@f`0oyyMDP^)DXI@S{?E2#@w0SQK<1z;7&ZCUGwxyXXl#ayB=0Um{7ms~wf` zc(<^Wo*nSDd_=lG^bF`LljZycjP*FNqHo!CyWI-hLU(!w$gx_bv=gXG*+Q*tF#_(; z@Ah5UnHlcfY82h=Xj3vMmRAE6%Ge>HRTmpl#HHR&@6=kikiNW`Ar*b`j9#exsu^22 zWf2z*=$iGkWE9Qj4gyx)Fjn?(ef$)$y93a%=g>ZT|jr+rwyhT4(k$ z!kQOEzLH}jDNBP_y9^(0oo5}&eVAR%L5(Ef$Dwiqnye&ezYeQXjY`Qeud+N1i=Oak zc9I|Giob7EQfw1*jLL?7ZrEHq4}Up)SD+V66Q!L>_%MglCz?{ej)pC*^e@8zeo4$Q zvJp-<0CSe2ReQf=Zid?uBiw^q!m9nE6Z}tSUbz)fc*QG%eeRgCV?~MboJ4o-U77W? zv?Hwz73l$Z$)`ihAL}Q@KDF|5{Fj(xh_gTbIi zcOVcqs+yZ~_n1k%r~03>q0ZFnMb*Ug8fSM*?Ud`CQH#!}r`xUD?O%XICs2XguP;8| z1AU@*e*-=p-&*`ae%_H5CgqvNouV3w6F*R(gB2`>a~whtTn*)iP5N<_r$;I?4B;Sl zC14P_r-2@d`8W_6@4=})hmW}aY+vxY>HLYucp2H6a(<5fN%Bkkc3dbknz}!OvXW8< zlJ4r#o|FG)v3JH7dmz-UjEd5nm1SlnI<1)I;!c{F`Ha?PW<%c*{({#k36@D^XeTm0 z1vbQ6^>0-xJ|l&gdUDvi6n;YesuL0u-MUKvKt1($E7dj5UZ`}&uu!N{@MW@hv~wLX zf+(VHoprouTe`-2$5uAXc95J$LWT%1#qa+mQeBQ0;Og0vo@0xYxu|Jvr2pRSQcKE5 zhh)_1EoWcxAl5}y?X=80f^XAi7K+hBNGiyrghb&#+qlUM4M~nz^?oy@Rn8rrbZyW$ zPFfSJOK&rSID?X;*q)0E%iPIYx}*oZtTRMIO%c|utX~W=!}`jbR~=gC1R?zrG)j=A z5(_V7^@kGek_V57{(GU7PczM38A%T4TLp%(sKtTcT37II!_-@gd(dIL? z#J_Z%y8yD?hwmwgpzm0E@#2h;3rhQj#_N>C>HX9p*Bl<; zp#&*g682Zz(Kvvw+gcj4G=a0hxo~+hsH5%PezodX$ERjW8#~g6EGXC#35?q?iO+zA zJkEy8mgYE?5FpdAEK})snO}vvZ%+|e1+UUh4zp(7O6*WxEFWjKN|IV%XBi}{iaYSn z-mb1JCoj~_QJEc+>RjwtXlk6srarGWli<1!sIn1-yMyNr=k;&Y)Z4#tMdX6r__dtC zEe`T$X`wAKXWZov?$bp<^ka$Mb<`h@)--6M?nBRKGOFAVo?w#fO7HQa!D#04pQCC? z57ICr0}SgIL)NnJk)wV^cvU<&Mz?uXmkHo)^UzH$_Is;Cu?iVOxW!uE)m~~hljw7CZIz$K7tk`MwY5Et zOpG`aq_#}j%;@yG^ylvwk!jM5B3+{Ol^ex4!5h!m=9>e;Ay|4rOf4H{+PXeDRvQP) zsOy3nA)8~PVfGbDrOM!s6$egf+d1c-qP2}QYIj@j?3A6G`c*XuJM)}so|s=is72kN z`AT<66ikWgL=)=bwnQvdR$^2SbbRpxk$S{(Q=ay8)9hl@%Y)1Lzq?zYxf6~j;+CUc zt62QPd}YG+5L4Ppn1~~_16x|Y9}sJ@2Xqo*vF@~r`>p}a)M6c1NmQ&-PR02F4GBpJ zL-fB_s72*kKXcx0C4R33IvMikeepgYdU!Xkf!my*tn;Yvhra18mQsn^bZfraX-VNq zlwMRcCqwOOKKy~z^0(Cn;YRp&_oR$DLI_nKm(+_nuE z0B64-MhCv14qmZom7Yei3=`IjtlkxG5N}j%1~?4SV8o@ciI!T+ud6>S5-Jd!@&cqh zUQ2~=5qE@?W3>incYAZwTk};ftD^Y>!OXLTxtEVSqqd3(O=%dE?i#=x<{^*nM|088 z3`PYarU@@q8(YtJKgtpq9UdI5=+oAc)kBXDdiB3>Ym#hHg<$=`+e-36=Mdc zJqe1gl6mPVk{$H;LkZtQh0-Faf5KUQ`bq)U#tbu>&Ehq9WQmx{Q4K(eRDDfk#D)6$ z%)oeMluyecJ;_nqSqaDXw)>b!!}O6>m3Zc?E>0Ro?Bi}oY}rHihdoIO2wPWa=@#(v zdLrIXd{>XZ_W_B23%ft@wRS5kL;ZYKDUpZQ*nMU*^h zA?8R{=b~{Zm1WYP>Tu+|+QzktdRoEaA8?kPt+o6cdw3ZaYq${A2+P2qw(-s6+^XqV zW^GH+QjU1C1`z$J1>TTv0;6K)%TbbB^CB|p$SlFZfAwb)W*iuajT6<2cBGZi5%J#%M&Y*Fh{36= zRGK4)vbO#&Zj+_Wa3eO~n5drLJY}K@JN$;HK z<~N|i-_ly2C!=L@G??702Q4Qp1G>GfV9znnEov(hDTdg1LRMvZyQS+_cf?V75UHqa z*$*laSXI^@-et?L_{Xi)nAv4aoUM(F^lzyMgSiKk*WJT1vRv09wOt_oeaF3RWazdj zWG9F>-??y7;DTugX$Al(ZtEp-U2g`G?wm>L;D-#Fi^I7bc;$+|Vb<_dfaR*~8Jzfh zxlZ1tWB`+8frydPp|yenPk3gDMy3PhsJmfUBWNeCJ!LKv-xe1!6pWC~qK9p~;iaK$ zy0g`JYwMNUmZBSSIPB2B z0GqqZYU;F5>viCx&kr((42b!}n{r;O_RdJ$vArM56m>YIA;q{gwHW)YOpt0gD~n?2 z+o*N@N-p8@Xe1@{k>%ZYd$(p0@55pej6a1%Rp)+_Z5TWQ(X+cj`I(iqurLNKuaW$5 z%v! zI1bb&zul+60M?o6k^lC1tY5Xp8gHfRtYkPV@J=e9G(Eb zX#|+89MEUDqaGOPmVx>G)}G%tidmRKl5hS3-U`JXlD^6R@=QejHn#r@*u4Cg95aU{U(drNIbnbHzCFi^97d?B6}^oPW9JxQ@^(D5)?vO3gRpS0+XcnI&>~3 zwRjggeGnnvwp(>6fQ8_RMa!9&+U2Y5@>9FqId>esql8{0HKE}O#j`Hm0{_(7f9bHV zMP=YdNe{2Xn6;DUW6b1X@}UB*fOlYx54IaBAQ-n~$&sL5nZA9z!gO6-MMg!3T9)-Y zp9+2DRt&GD)h^NS$BLQfIG=ZujUezgg_}_p&ATtWKT+)@J%|8{RR^D@!yTGB^H{k? zZ1j8tDDV+CB?^(IdcayGF?#d?F5IBqkHTMdcIMT1amC(Lv$c>&7~6MT!q~Nxu(Xv? zQ>%x6Xp-rY3?gh7TMH#*yGv!;Dh$(=Bf4%ujYZPzU8B}HZk`5 z)Qjyey8RzGxr$H)iZ`%xWui2NE}dN*!x5xL!|&=VfY!=lq~jhLRH?wSALH7S%4q^1 zo4&O5LmH$;@lY>lAVQ=Z;T}NQJdzpSe52W1b`d-TER(VojkQYTeW#K}{fO=6j*}G= z4GHA*944zGShuC80iuGy^Cg2;4z)Ez)#3O=VV&p5R{0s!qpK~XmEHmy;=iy6ka+g| zUL(6F=-72?p&6ZxsL95uqD_-gtw$0-0QRmGm)jrlLgi^wX zoHD?+o(`3z=QZA6a}Fgv9D79f{(Svx={}F%t(M5(fFp4Y!BOYU_ti~t;@;N{kVWIe zvpK2jJaCz&&~k*55QK@ZYYzinAQ>rWzYUWQf|IM}yJW{7onNGey!QhaLv{k56lDst zL*aOz>;)me&`TpId`8LnzO-j?e4)XjOe1rW2D<`|n!-~rKlb|WDH!V_1iLyz4llrQ zUBeRk`u0%~xLLO9G)WocL+<58=6*P4OPUb7$it@a7fmD zOdcF+p`S5pw83#BHY(E!T80;z*278tKz41JvtUodAGi7|IY0vg)f~odX1Ff}0xb=( z5S5ZzHWbSWBO%kSB*I*frl*NC)se0muGM}&8gHT|8@JmqE%0ldpWlN%8p(>;>_}@a z{=U6KQMkGVdO!e^59*_zaW(t&IApez!&&mVU%5z`NvK`Id+L0$bZh}k)q&MURWneb zk(r?;@=IQoB!jewvxrqW);C50u1}{s1imZMuz_bDc0f`FUWY1Iw3W7|cyzT8IXg}? z7h#Jz`%_iR6-XrAN(6{&)T&k%&hMANh(^kQWqJ=M>0=$VAIWuQNZiqMRqN*5sb&q2sBz*+LCPb{?n8Atd-4r{c1;t-l zN0t3VC(sFV&4kGWk;3O})i4R|@dxh8q*Go@CY`l%wsqTC;(b85nna`-V zy=|Ibog5p}A;Jayp|gmvtFg8*(o|NCX~zq9;GDVg_1RX_a7!K<$|0t@p#{pD-vwE7 zri9vS#P@8C*ebcb%52Qf(Q==c-%r}$PSDM#gzt!AF(ZLGaN74e=vOKhe=|u`zVeA< z5zW`OSBbgkDy%0^yVKmXbJzae z*bDk|=}_cv+7?t{ky_F5b(-;>XW0FnrO2Oe3W&xbWV4(Te;^KuxlqdYgxWf>`Zc3>D4Ko!?^(ribB!c2AJP8Y| zi4xEgo68sD64%I8*ie!4Ilibq>W8K#WpGb&r~2=A5}9*yY?YCW@pZ4cM`6koUQ4J> zDNc?qUXtoy?8Nlk(pGYSs`DMOqSHL3gKK#gDXH4Avovb0AQ|Y%F%g8b&8%phvQ7ij z+zDcaoqeSLJ)4eigF5K?h(GQ{d(<7ohn**v|ry$LW7l`g?HmyoHD83c(HJ#}ALWxFO52^}H zr752>bZT1r&}nI_T+^Vi#4JbkSh{5yC6e8>fM_Tlh-7YeO}(&p{a4l^c8&ZL-SLZq z^R(aLQacTrHh?vCqtbxPD1lty}JPfMnUu?ZeqpiMDlJZiq8eg!0?> zQ^5=I9X}O+BCBz7(E~vWtXZ`z5|ghkjg%aR5HRF*EF9M5K$A`Vpdo}S*e>m*R1A0D zB(_{)MgTzunZq9eQC;r^>f22ctPl*Xrj3}|a$lqvIKYoU=%c1mnAcakZ~AiEi1;rF zLE80S>J9rFhyY4@^iDZfVDj~Zu3azgAg(dg?gxpb#4p$Z>(Y&=wmU6qD=5ukp zuJ|8&Jnx(ww}E`Elpr#s#h+42SbM!$x7%$s(r@+<&8a_I@7Jk)D!*-#anEikl2%h8d74fpQ0olIlqkVhKu(qHgcyvsaU&VU324rm34xmPDM$<1M&i^ zYs#$T;P5Gj{ivDB#ogU7}-TijCAQ>Y!aXy|pUR*W%nfrg{go5>Ut zPt#Ww>)PRgu(qvhOS_?^!|TIeD$0<8jDDHE-j8}{!*DmCK7IM0?zvgq~6kkqp+Ihw>}JZZk&yFy0P;Ykb5T-3_G7`BdwTf zMKwFJt_0dc;Ozi6vNluk4_}^~tb6VgA2$X(L_GwCqm@64`+Ho9?84uKsB2Pf;e;57$*f)!T&ENq8C%F%X1c`CNc0THPKEWCZ{a204*4I1-K{8?|QF;m!NkP;$wAiaI zuq)3&6u)-gBkwGShssV7nnSM+3PCvKP?nyX?1nS};rTjJW7RZc4b-IA%}oL)5xn~4 z*u@7T)A!nhrRlOKtUrvjl-hB0>bzFm1Xpt1Yi(@58S6)Kl|aGzmD-o*g zMHXpAl>SPnv1dwa_@^}NH5D(6yD%rDqX0=#g&$PYE%E_73UaAQ7t^q=t zTE&D1W$iNECMlh|l1it1W6qX~^jiLj+|`oia(DbdYb?VA4hE1(zBJVa@^5hy;v?Y< z-b8JmMIK6~`bk%N*Q%HSSv!Zyq|%y);5kQo(@Domp_p}{oIE9&UD53gJ7pDJYY-%% zfm(?HTRlfVet5Q;PJGP?pc0|FM%Iit3xm zOtH%kdF#mR+#6rmrURc#o{FY2M1UshC+trR6U1ctLpUcXB7VfMK1_thxmEWNQnUA+ z7RdH*Av=hMI?#mj7RkPU)2QeV1%Czwuhhv)X{qdz0$H|)@R-kvrl{S$k~7P7fL}CA zvK}4eRg(9P9Y>8_01nC;1og&ujD4{HvX*xc$79!Zx8oxL@|8MIIG&VLS~tZoWEHNIoUk>MZdec!Ju>cH>jNPuu2yZlZl*vn z#W1c1A61>9HKoZR98hKyI&23CeF^0BKF&Xmyn6 zL*9Ifj?jUaQglv|Iv~_msNwsPS8Hl?dSM0!){Fd^bT7f`uF--~7GS8pSHpti$#9z- zRXDRwdtaigmKj)P2UAF(_!9J8@4K*D3K-f*F%fTqiukr}U_Md0Fs!BA{PNl-y$_^2 zGAT`mF32nzEYJqaFma8!cd_Lh#ddsS>N&9O$%fHf3!sl(Q)Fk--Hj#6$lrd#YuK}J zvl_3E#B9n4S;6Nmt)cs|@vlhGs5B_&(RUpud&3lax+LFM>1F2I>#E!SHhytC-j1%+ zSzyO#8L0e$Vd>l8N(lDC z54A{M+LwxhAsl3p8U&4UTytMQc6=Wwfzm2t?BC-O!oW7-Q$*B5zwTK<6TQQ)z zr<#7M(?)Q7%$c5C#0BtR2A(_K-|j4JK)&?_I?=QpzWr2WS0WcuOn?cb8gJ+t4I1U^ z{uN*&O17JSsgblNK}fSW619`=>{iCQos{C^AZqGXJe;*%Yw+%~H6Jq(RlITzmecXi z(uheitzPaQK0e8Dc4%rojutdZuGY+ZgaXPif-Kx2k{_`}82EW^}fWaC{{ zVLqs-m5AX>^y+-w?)$B`cVAmvsz!4?y2s+^R92gsxkZ~~w1rT3-CvKjUtA+df4_lN zo*}MQLsmd4Qo)Phmu|IgLvw}Fh{6Hew*zMiE*VyrBN-4b9dp0f+co=qZDdGu$K+sgf1u1zpmV#OfB(i7Xnz#&@iA*M(siq0B^$SNE*)MQoXQDWa zb01q)du1A{deT7vm!}(fQwAt)%2-sw)~^xD(`{H_==AqHnD9ZDs|ge|mgp!d_m zP5ul<@z5pm?0&X3Y9+x-AqvoAs^D;GM%yo0uqCVvsyEy9>jj^xOuJWV>CPe{UV+SE zv<{pMvbBj?`){;n=2=w|2a^bngZr&*)eCb@XA8T#WzAce1}3K$s(H+m!KyNa6&un3 zhQO^h!j7^PjEkJ_-@?dSyvAuIdYg4Pqr>`DD zO}neXwIizGO9nnlXJvA+K>gA~CKvy{gN~}hh0P;_+)Kw%0YF4_BkJkIgUjUYt665q z2M?d~k!Uu~(Hwjd{#C~vElIZ=ccuc)NAss;ngGUECO)d?5_!0$f>EVqbEvSX_G4r# z?1gBXiAlpE z8E?SSPLOk)A6BllfWU*TQS3wQ-3}b6PsXFKuiVj9REwBL4IxI@IMT8)sDzK_%Q$oP z{O7?`%%0!Q4Xt9| z$~!~}eQbZW!)q&$apw^%BcqjT_%QFVAvL4_1*$+*zuUnM1p)3a&&p@cmNHC;u0Jv~ zDQ?e*!)@@KTWUqMUf^o6BIB!-E!)zj{2O|sTw=iA8UmfI!uEFonH7QN2eb^`YvSHQ}yTgwtElA3arH4oGf($&PL zCFd#OO40~kl@tXkbqy_AN=XHJMT&w! zu(-YXB3H9^Y#Ek&tISk5N{+O*5)#|enaNFvR_9)ooraUWhn6&Tx@}&kOr8S@^yLP? z^f$S%#%X`F*6K$Z@#TJaxwd*mSzYD2bfzLOnEE1si#Wa(y9)uiI*+hn7DZJ|X1c4C z#jO)0sn*|aqQhaQ8dr%bOMn$#>r!^x!b$0g?(u4pl_o@44pgV5DrzzS95kM2T2*T% z#^FQSY;d@^)!DTQ%M|*BIk%|Ha3)81fa|TM5_BbILM!u1%}bnvG9YlO6Vy;Ni5e(?w|x1n=St z@mk8~wg+ZR%bTE6oTkw!QIuw>#XlkEK~hSMiAYJX2c7S?TO3QsFuTr7l}M*YdtBDz z%GAT4a96`gP$gd&g`|sHdk}FFesuJ7)WT(lT`~%Ex}*T#5g?5`)yti^bKe>oL@m_t zzF|-|-B$NLDweB!PoMugxvlVx==<8;PQz55cMyTR6LJ1b} z5TUs?^#VEhW0eBGDaXYwyoV5m6oTTC7q~)!DOJfNkT*Md+Y#!$qEyjSi#j8Wsp>M- z8I?GXjFkeFCrvZk9OeSsszf9yd%cvx=)#c0lH1ER(@2f$!?=Ln6aOcOKqlH(8|)FokilL zl&f+ymicet-rR{i!BESP>2n&7C8rl6A$8czDYeK{bpkGy+&hANHX_{)65`99M3Gi? zbKOB%JXFSrmoy+e<6K3RC=`O=Pyr!U0_5D-1*k4RaE518RZyy+C%seUx2-V37B!9? zuGm1jg2j!-eQnJ#4s3bsZFVEDPciH zO}-KvD%71ibp;W7Cwt+NoaBcs+}@2f)H(!hF6tW2qq*L|08i7)9cH;2Be5k)sLG1k zRN7|8TWESBlu7W8T2xNZ(hZ8nG(23aZ6&8j-SHv~N`5TeYpYk8X2(1LRNn0VU0V7V133P3>uYK)= zY=um&&&t$VRYr+CDk2JF)eeHfT1YEO7D&>xgLDE&Ndyf;A4%HnB|qdzj(b>Q{Dj$A zJJyqjO2dFgWD5?2K>q+?5(16Rb`@*USb*bH2vKuV=oJW&+I{#Wp}zQ)xJpBcBjFNv zO_O^S8-P`8Q{AVhD#?>RO&X^rbB|VEb$X52VF4z{MfbhQ+h8~6vBiY}%F6SVeYlx& zEQ*C53^Y=nXenw$cU)Gb0!T{20tiU}kWH>Ywh}YSD-{|Vsu`M|7^@nBn`uo*L#dF_ zKqR4`^l%+P}AgH=@k;BxG5`AM0^je!~%H5yU z6%n{`nW#AruHXNjmS~+B%EGcaGo8%fse`lZ&d0vX>q;*)1K2EA_?ox zX^q_HDY_c-BH4(VM7d5jA*ov5BKkEGa1wUq;^*_@D_M!8%xS1`U6^T-R8<`fcu<6? zNEcPezn3#{%Mqw7jkM=BZ%mgQMYuX2+5L z09?!q-e&tnF6La}NT}ynFm#4RO;(UwbdC#JE#g?Ul%huCkQ~Q68C51P2@Ox9MuxW1 z-vQPV8@0vPU^XZ~waTyU++j9}mZ3+TDsxp7%vzrz#Uo11j=>(S{IE)`O07qvy&7c2 zu@%m2YC4iUh`!jY=~mj)^I|_dMnC$S+rlb6Q@l>BI3y4UP7ojq>_?pnRYihZOj!|| zrj*%CD2+<7Ab^gy=YPsDzYWTC33TyRV9kPLYEl%COKTSwx7{RLbe?t|%w&30nYn@+ zF%*T#eDI>i-&@x^TcG*y^+D|Y4oaI+msY1#VAHN;H39x3jXJA*8Mq1DkBlxhIH$eu z2n68InBT9BL-9bQ@a^ZDZ{b0zK~u@6)GEwNmnlhlAVP}!yJ^0qT>M*&BTrH;K(+BY zpG*uOMK#Q51zHX~K6p}of} zN^2^|W-?<1yz}gYDGNf&YGr)W!y@NbGrrqmr1wYb+pgPR_k00M)3)Qz%5FEn>3Y{L z<@gAnHU)Z~(^8v2Qah5hHkQEn{u>+K<8jl=95cK(Do~n!msDj@BB3$XlNqwKyi^Lg zcy~&9gRut_18IdZRR$_m7p6M}Xgp@A3O%6V@ix>w3FHnwa;$vlqN>ctllr6s`;?$ozXkqJ(@ zm)k_iim5glbu1_0m`W9>D@og#<+Z`}Vs%=cBSfLoDrTnJO`*g_Gi|J-f}*3j(mWv{ zBXPIQ(;%*`8!*Xz=nN%?UMYaJ3H-Zcjb8Hr#tgE?bPefTUoLvBi4} zW_!$vZm9NwPnQ|Q!Jx`i?}SMUd0UEU)L=$kUk3VlLYuK>eoBp}(q&wIR2`wxFPtD1*=_TzZfC50(Zfe*VqhVIDPy&h7}%p-77X zx2sawl_}JQ!Gzguv?Uu_$|RF=Pfwc>Cp22jH3o{cXl6L&&-h$MmqL}p?%Apo*#c^( z%ZB~D=2QOwB>gR8G3HzTuUVLRMExw|F(#wyr#1A| zVZ=-By5Aj2ZN4m&rNoqm%9>FtK>v^JlLu(upSxNablQ(~V5x!9asoC=)gx#k?G`;|tSiC20hGN&=eCPzz2 zQnjg-@d_4xC{jTLSlFA3VOG0KhOEU)u0Kv@0|QG@TXp!Zsm(V?C<{*%Sa__SR=x3H z)+fqcU6!IpOUs1eaY0J8?u8C#)J?sgN+X$hQ8PUn7lm4wncv+Zp<8GW#}CmE7Le7#Qet<9c9mYx%wTnt>Kn zXwhplnk-tLUX>b*gtY>uf)w+BI98q^)E!Z}d}vaQ$@Sq|Bgk@8`0KCc58Q4u#bTa> zrJ}~9_(JTGv3*w5cCq#xJR!Dglelc5#*r;fq^e_UjQdI}O2JcZBr569v2n72=WF3d zBGZ)aZF$MrJ2A64!r+l5_{A|0ligFBi`iCMl|ynqXz>W0G1!EvLLETe2T*4mTVRj;%_$NH+=6lYWBt!Y+30OFKI` z#jxl*xAafl`^bm>eY%|VI|NThSvZ({l$v36>bIh z<^Z_md{xj@iVl# zR0bdl>{yc{YD(4#X~xuE0SQ8h4ZnENF$Rv4nG06VvK2M1{vr(5)X>7%E zA=1mMVIguAdn<^v0F{BKNLU+-+V;R|{SPrmtG70}Nkh50}Ta@6>E_xKpKnjPf=!VZ4ih%=vgyHF}2>q_jjP#t6jVDoLA@ z0`X%}vXrW&ABMR|jHZJUgDfcNa5RLVDLkw#bG7a^2gnMg=K4&yfG~;C;npD{F-uLQ zZpGp0NNp(H1vXNyK25reZrb06?{hHC2$K7ARSD{BfvHMyEt~NO=IYBp-qt5h#@I`D zB~@cgn*+bWW@wc8Vw~&NamJGB^eV(?9smdmAlrL#zOQO&mB9|++Qi5ygOUZst|WNV z0$WK*H-Q)BX`f0VTzacip9?MIxpfwrrZ>RvZA&bz;H9ZWO3Uza!PV$0R)m!jowwvUA65-y{HaHe1u`YS-z7i7aixaBnNpIwr^2s} z5=HDh`3`u}ubLMxG{LC9QI8@VX=;dwkl;9m*>{4Z-sD|YHx@{>j@r56eIsq5pn?dA zGIMi(%=n&E)N6F^f>60u_CIc5etHm0D!yK(#tcY)p3Ky}p%NV{@i0lTDOyc|0N&~r zu<9>^EJqZEGJFWGEQexFQx69~5>LSt6b)O87nDHdd!3HsbNg*Urw7|{5@M*hR}~>6 zN|f0R+$A7*P0iJF&fZuN% z?B>`7@a&Vc?>ldc;0VbkD~%(giB6=GjpqEPHs0IjpYwc*bssGET6H`_Qcw_t#(7Dw zy~$O%o8cmjSd$L4y3E+KYI0VR;?jj|&45u({z=^0_S+1zBPLZS@f&qKX2*#{r~~9L zfwT%eQBmYbr#%q{O9@=C*d+=I7XhMfMx@x0%I9slB`>zyWD#@vw}f=fJ5I`-cE%%l zfGw?<7GZ<`Dv7Ma-mwNx4#`DXiN9WEdrLsp|`B zLxSz4BYzqPF=A{11mftSMRpx3qUKl2?Lu}!bvqVR(&2d^>Iq6pKu9L{3b`jpBwKn* zvsYI$FiC!LQxrSFb~+kSLRG_Xl@DJuUi|IzV)>s?d8g4ODQSd9TB4^*vdK9`81-wnKZn-vrK&IAZRHkWcEJ-cv5#CrsXh;@2TI6&5 z<9thYt9KN5jyCIi19FupT!DS8dF*d{9+=9Tj>o9H3S91zV~2uL*d+w>7w9i-t!<7F zGYwhdqZNxh`T`SuVIjW=1xin@*RUU>0eTa}H?9(;>6Hnw7N<8Q$*iF;;H5>krJ@R- zjOrUyQD9V{S9_=hUrIqI70q`l<;YW>jxzk1(wI|fYEs`@u0Dlz?8EYxd@OH;ZP+m8zE^V`1jcS##^!_*5~>{e8wcaw^EqQIF+ao zsMv3?=g4Bd%13@x#vl%0^|?2($uVhzN!KkZ;UwJkkH-5)n2MJ|mZltf8XgWRGLnHH zpn#&JTzF41I(ZRexWKOKCWhnB%%w_`CK_3BauSV6Z9&eeFe3ZH^q^ zE)WEy^Q|ooxM-OvNR#h;;?cfpGYFRlv)51O#uQM%z-8q=<0`e9} z_&^5jgr?%=-dp0Zhc=law)SKxnu^0w6dr5OVl0kVKN{HeX&hcPnwLX? zN^;azhbl2jQu}dTLX;4;98RT>O|^^M5y)+Zj>QxG4Qa&h@Q?oh9IRCE>Yk2bEknLK z{1rG`LYzj2kl?lTTH@BXhtD_En8a&mE5ki zI@1)%?#77g%5`zv97yb_c(rKQkX3VHppjy6#)neoozSEh{969^u9c)Zq8kFDc7GbY z#c@wUYN-N|eKH%WshgFAABYfvzN=YW>^Jhk_rr;^926@<4!FNAdglqP6aKu0v9AwXJ`+_ zrbJ?{^M#*;Ex52gI&`R~Zl?PUx4&E>RBDKNs@*!H8hkkkaRr3Rbu1kvLgWoaCimQY zVSTO77B^@V)@rfo&|lONxnzYT*rbFKl@DRDx2p(s47XTQ&(5jFfT_iR&=Kkd4YmkM zloFLRb+6)po2O9uIH8?Vbn;VWbg}7t{_txPv^zbg^#RcUnSf8MCkA)MBwoCjrm0gY z^{l*!P}bB!+uRrnloN6_Elmq8)Go<7&`C;?3Aj-qo3m!!ZVcMe7@F(V30zlKF`n-1 zpa$zpNBA*vpp>3q3!U$T{JA2q^R)W(huUeSfTbmbIF+R;O^GfqVyhF&=CByC^32y{ zyDBnNw_4H^lIx*rN#sVax*WZnv5BwMIN>1OM9DWjan#$DT+@#!z5*;Qk+)2c4T;3k z-f_)YBvfM)SBSdYIeHsqqI=Ui?uP=CYlH--sFSb)_~|;JxixB?F+o&_@xx0)(a3ql zx8NaeAg0L$M5lY)9gi!Mue9>(QeaB&GhhyWBjs}CfRsFe zN6j(UHl)<3k4MoJ4luBVsZEa=QWTN^D)9hC!78=28|)>9k)oFmr#ZmQ#zlx3ryj>^ zP^9V>xFR+N2r?o_f`8axr+Q!QMjb0Uy%IZ)O}_=!;;D^}jnuW+B#up=4aUG+f~-e% z6>Os}pHZgMA~G0aL|C!fZKm3gg*HmAQc8*ff=|P4RllArS@CkNMu!|fE^>mBQkHCA zkmwtzfPrwHT8)6^b9-X1%$drCS*gmWWNJ%Gc3`v5r34jRgQW@Bl@fZ{Ao=6XA{uF+ z84{b{a!JYLWZpOBUH8G1ujPO-G5NWT`R$5d%5>R^cCD9cPSfMdsl6GuZX&{0L2d3BqCYK@DEkc79M8(N@4!0!05BL;rl2+K%(ExyKEpSII z@LqvJ%W8Bz>FON0(g-g@i!~{XKpqr^(60~{`=D>V#wN*wO_$mpFyS z={`665n~6y7m;1d@hY<-KIBuvWg&*Rfh?g!4Mi&_!UFXRf`2CS=B{9A5f>GyGul&6 zw6L9D9Rw?KPNE35$Cbz!3E7@muO>pJjK50E6BODaNo7(J+bl;?fl`u9!C1Adn;Rau z<(_gx?5$Cg8O5orzd7YD8bkV)(H1sJ1;7H~H#Q_B6X%4X?(a^gTRlGaCmdL}rC6Ox zH4Tm+0#745KmyyGk#c;1CK-z+q9ed*lUHrV-tLQ0N*AemTqCIo8kAC=pzY8F?Vg6I zxrPN_GFG8dm#GoZ+8bNPP|{ML4(DYJMB3LD2OT>kq$+P~lt_sR?lid1&D5>R!5R`z zmx;r-_C0XdI++@yKCRv)$9efqs$!D(DT>Du<&-IUf{K*TY-vgqJU-O{EAJ2%vm4u& zI3@=(IIi^CbS-2hUoWZf+a9*4k|0x{2B^{kT5ZJLQ&#Sga*}Q@wYppM;btucO%9X5 zTaN;eN{n}WD?ui}b2>)$Pv#)=HF! z?Pb`}WdeX2QCd_ALIGLWg>DCzsCzNsZI<{O?>Ne!WDrjYQ6lmpAjkm7DYjDcu4sam z4m`K(ZvjbFih?9dZ!AZZCM`|oP^julW4olOI*^mTu1A;~9){P)8W(02RnwDMsh%vC zTjK`Su%)HGic(6o1fMW1ZSYb{ZwiA=GNgjZEw<=sCE$T_5*)R{ZMU;-rxrF}0y(ZCV<^wItc_EOUk#GsUu67*y{{X8N4LYNj>XBo(`^_SIIxZf#B&33Ges=(m zVZ!EMp|HA3a%sF+;VTH?gAxej3wp?acYSZW+FOdsYNzZt0Y|t`C36IZi3x0GO)`Ni&Tf)3Pi<*z)gury~^+E z1L?L4M5jTem~*L+V?}5zB}rw&#R*p>F8AN_ZO4RAuH_~j^w9gKI@IjP+FE&TUL=}l5KQ=Nc9XoM2eLnn6$}L-PEbo zDJ!yFQnv9V4eWVet{%1bs+>mT{!L`*SyOF<707>JpNv?bSGX-)Jn707`cnLT}UobAMmW zibJ$4!8&efkcJkfol3ZBC|%0Dw;s}P#uSzuJ>dHT9bnl10NJBZ($qLX`^5Q+k1FXX zw(ekkG8FsMT=DS~cH{_6fYKbsvR&x?aMQNbFBXWl-4sDdXKKDYw4@o-0V-i zI zlYDgW6p^A1xLhZdxy8izUWL~3{T7%H{Dhn+vmpAcI3dV zvfPQy)E6y<5TrH{!Afj)0NY8w(}rVWHz(JKaNxm!Tri@v#}M6oG=Y36#uTSQ!T0>m zFO90yzC&dP-@Nspwbz_xc$A```%VU1N;X#scJTrCV_mL1f$A|Xj9i79R?FZay1N2R zfY}ln2}6V0q!!2@{WY9HuhnHsesv<7M@307+O*yy{2&8~*$CL`QBM5_E&QvhZAo={ zJvOHXZ9;Zw>D@FB9&h}E~o=1Dm1WRb$)w~ynOfZp|(&YgN^3x!iZ z-R@-UEG#`1`$~t}4tvd$n}L?}`8m-0&|gc5|Q8SM*yn zsMLv2z8&Y#8gbmRZr6p&Ji>0>YNh!Qdt|BN4o`R>mwWfTkwN><_smYEQr&%8m5Oo4= zYiqf%+>NpBXQ{_`C`rrGXw5R?j`zBI0R?GXw$Bk|2~a%8FjRGgs@69ug-c#urPFG4 zCDk0ORq49J%{HDA(uAu?Db%Z5Qpnb!atYgFF$S9MV9jtFt4pFGxD3eSQ{Pj|N=v%{ zK)5eh*p*!%3-9+hhhL^)mjmpHGv-GkO}4=Dy+k{{o#vxbO&7k?(+;Zp zk!3oB)fSsJ;{ZC6G%c_TdX%LEfNXVb*B3@mmb5`~n?6b(mZ5PS)TIteWi}y7Xdeoc z2I<>-n_9yN@+mbov;JI&6HgOaaj7*{;4bXC5&d}F1tDPAX(WXuLe?X8b<*lQ2dPP? zgCTN@>8fi;)8o_@e(zWtTk_i+I-{szO{Bp;-%skJ4V1bZIUe&L*OeZ2kqSeszL@Ss zkEu#rOK3?^w~I*lq=COH*k1|kLT;syY49gJ>$OTGxs+5VP1hj^QkzbqNU>9BWx}J+ zr^dyARjR>C>4kcoB6Li_BDG7J&|+qXB*k?G;zAG*mz!1WE`+5jNdz4UI~(GCE|o}Y zyHpZ=It$(g)N0Rql@)JmpCKnUrOHlGs8Xp;70G@paY~+4c&mMv9#BcrkAu{uBbhcO zMBBnPygI*UvMO{1)!@4bA@ms&7*x3&5_#)K6(LQm@2D!=h78u9OliV&sY&3r(ypgp zQa%$-!(FaCL#XHtu%g~?%Y}$?QkCH(SQ4RgeTOoAMK3Ti+)AXZ$D}%nYs|Qoce3>;l-%?H zkIDwv`o7T8c6OYl0dkXU&FAI3TZqJi^zUk8CE_Il<885j?|&LN{Yh#~KA_A=EkKOG zh=Z&t)E3jBI?8!2z#Z++khQQuhXa!1!I=8lZd{HzC01Hcs{jRsvCau_DVQB#&XD0vfbIt{J1*voaz z7)J|4UO-X$vPtE6oM)9!#OlU%4Q*&$B z{!dmIX0Buh+D$qlmbZW|0~R_Maq;C1+Go*Y%wW0zJWg~E>uUF zaYeGqTeY>Q5&#z*u0A&_V@%OmQ?$3K&ATS4Dd!g3af2yZhJ)ftQjv97dvRM)b2Qps zW{%^O_nT%D$#O$aH{JgLgE!Np?vgFkY;m5@Mx~IXjjRQv7&th+r_55od1@i?3I;vQ z_)hs0TQ6mL)GX?$m0EPzZ59ZOr&37Yb8jLEIH{1g6DqdYi556F7q^t}TDo0&^r=!(CVY7jvA%F*P|VFTqW)uUMIkDE_^5Cx z0UDB|tXWA{m_MGxZ;J+lnPW<)!+ECG+s^6^AOY|zNF_--i&%?t#c`J>7wL~dW~`cI z;`nsDwQ1ra*3+uu+wW|4aZk(4W^E!A~T1AG4fSEBj9IU+~ySPz>ZV0zuOXPx+fqx9 zK9wkIQ6wQLNF_=(Cct#w+hdg;lI=#V8bpADHQOb$Hk722I*sk9`QqB7IS!f;mMV1d zHZ+?$<6**urO-5>g^jP`Alx0gTw~Z$%nOrN@U6qbo0D5HOY{tw@oF$cm82j=+W3vh02caegITKr9|c#PZtz07U%VnVFAYZaY#7 zUCp#KT40A8X`l~;sM$(T)Kq>o{alAy#K)aOG2=vW(zG2Vn-jWrPy@@SOf3+>BpCCz z>(hGShEA14jGOZrnHvu+>2h0P*|M4qw6>!*qQvmR#0x3#%o z!#&+IW|*NNlGI|2KNO7wi+gW`Idrt90f8gGCQ3?`PE2_2X(&=sQW^m1XsJO;C0xRX zL5C_MPewzrm_m)n)9w#ldZ zH|A009e?MwjK*Z)ZrpPr^Nzj0>$Qx=PNVClHT2c_?s~Y&H64Mya-sZsv1Id3*sZ{pfOJ0Cn@w=3^_XnFbL(tJ25pp|U6%*l>Rk5HXXb>sv|FXVk{@oi0XNsz`85juN(|HY~CMyHXM4 zw5SXJ0AvoM-U`@ zjlK*Mu-Fm3tU$qZQ)D|SFHVxT6yC_v;Rrw+f>Hnj+HOy?1e<9s3pN1r_4@F`#9RxU zd$*1~ne9uEQh$%vpO4r^UZO;%sdD%rOL$ppCiVw%2SIbWw=>TMEIEtg#T5>x*^f0` zdiVVp=|_o0QJP9b04oU>-uJ*<;VxVpy)IM)YIzA8=qu2YKvJ}hdPUF8g3BXo8{!>h zGTo(0MLoo|Elj8|v&k#A$LY2_DdM!nF$5(*ks_1pG^(6cq%k$>#VNEROvYV(wL0C% zDPDxw=pyFCTi7t2nj^=JoHE18rzy16DoJ6Km4tviA!Lhm)nV-GZQIQHGIJ`c57O&2 z`h=F$)UG6bEQP5BE3(oGohJSfxEmYWVyD`IrMEk?l~j0$eG^>OU;@%E*c%VJwYhca zk4PQSWn<3cKTt4k3=ICGMZ`STohv^{wl_EVf7I~A5&$AVGhWZ3^PkEPoY=rTH zehp)ALWk$&wYlP|3wY-F4E7z#AWL8%#ptfW%P!{WI({gtzO}(E^Bhof*9w9@PLFb%L{z{s$4!K6pvs;@@4@*>ejTaQ@Q(A4r8i7$r*c6W;Z(XRY;g!N4 zsYa|uRGINYnq^A}B`XI(Hz3&g5D4{RxLq1uVr+J1NL4{{w6>R2>Pb!2ZM=r}*ng$A zc1xqhqCEzdh|QSDB}r|v3Qhhtqq_I!j`a<&rKUsyXc&uF#sPuLp{!k6np>c(-2Mz_ zl%Ebj)MY&p=}gJ*hD?`&M1bP0U=nT(`CE|ok-j)oGb3>RJxH|hK^A581(X7IAlwiK zTlG5(2%ylE)g{`FWSsn#E}aqM_=UBBbI8~pV06GP(J0K)=d!rurBXGhG#7gSZE#NZ zK1Y!UbI%R!4PKvI=W?X~0C|f6jj7FRQl~$}NFsjLK3i1rn&~w*>Xdfpxj=qXO(BY- znu=BswW&?4qU%amsV3kXl#N?*g_$!HYJ{j1xNpg=E({RE^$r=;EkLN=#A+!>P)I7? z$r}tM$zdE)kQ4_oalO5GDM?ZVEyz))qMazb98=0FKyd(Uok`zgy}56Q*2-8t;s@wj zCliWzC1>U}#$81BF6_&SLPo=>1LyVNQ}P0$p``+)gYl1C5UiN<>&Y!SX4X)Jy{AtR zKmeuN)^2`%@IsMDk1+;Ea3O5Jp|*_x#Da8b&Ni@YMBuS{W zR;h6!mBCvNufo%4Tgkr>J6itRo>#<7&pM)-wJs?kG2MF7)YE5BvPtl)gJKP~KEEs) ziA&3KxX>NTvFOsyS< za5~^|g|P3>WAA=c)M|K}93H;+p*1=+RhY_o*W489lf~sMq%CIV_a@+#a@&zTe4=N` zaiPCZq8fl^Vp7VX$a$?nrgV}SBKJy&P&eG{FV6Uz9;-cv)fNQR{37^-OKlDz0@uEh zIqai;f13-=AVR3e%u?Ppi2d+ACDk`)Zf{|vn;q;2m4MrxD|xhPmHsgTe@4PiH;uLx zjNfQ#5veG6f?~i;$+)~iNsLS$RL3d#&Uz}Ks*+;S+KN+AMAlT5NFWeYQncM^DbfJ; z?a;AgV+DCep7kxIH3h)pA8Y`C(JeS*UXb*j=OWx3I3A=2x~<1nSHIFOJIrCeUh z7XXi6Gls6uB=CDZ%gmrg06SyF(ZAR8ea+yN2Yma%fhM9=~k5}uHT5v^~`xw zYF4Jyg|>95BoKPv3%#SyZS+En{8cTvD_S0IGX=%Gs{#lbwgYl(MY;607+Q{GLui_W zc#cK@vlM#pI z#+Ie(<5dBB51R!QgdSkvT~=hIOJ<)4G$cBOIj!P!r3tV* z4awgGmCDC&p95=Wfz4!aw)!q?Iol6+O758>zTbEw8L_-h z`{twU-BR@}5WJ3rPm#Yd)-6lYYl(6n8Y@n`rR)-x{6$;aRr-4HA|+~EDw_fu%arV+ zs$6$g6qbhHasbh9KbYSGqrWJ|<02vxPyt*RiE!z9*0BQjJk7=a=cf3bDw_L~BF0Tc zh?QqjRWdtmoh2adQc1WrzdenOy>qjxXG*T)hUdfXIa+7J{HS9{TS}G97r0D3&?*bH)RG7wU#L49docGBy$+`m%(B}qIFgwGJkMJV>;?R=z1jN_CDA2G zk4!|F>;eRNO5!M}6<83iM`WG6&ycWg(c6ueCDZEEvYKS)Tu^=+X&g169(oTUYXfbs z%ETN4LNqEm~oD$)1hi{DMO0|dPg9jc^eV_ymsL3-c%wLgU;PO{i{XBJEU=-T=e%n zX&JuF!zy)BCf$?(ONwsRP4+u;>$k51YS}TU=|jw{sfP}bR#KlYZLy+1ld1R+m@!yW{!Dda~pZI0OWE-gy~)P8E#^vX`3y>&4^ z$hU-^c^IHsTeIUkGB(XkcZ7!4`qI(5ozM@#k6E$$I^o*4mnrI`w^gJ^R0ktH!r(4a zxNdlFeOp@J`nD^$b(!Y1-XX1QG=+uy8noF&?aQss9Q`+2tjPV?^KTgL4K2E`l`TTx zgo|6(>)7G?ts||t7t8EMN53kJ6cLNjx@|y2dDSIqcoa5}+7qp$__>Q4kZeb*o(!{5 zMED{qol_wXha=n&q$qBcC!MTzvA8%$mzY&as4WvBA~}$dQ>kN4pbgI5Y;XofXMVcu z)JL5BcyL%RzNn}Pb#}1Og?-4m-2S_dQ>iQt`viOY*KII$Dh&aev!_<0L6GFCy+Lox zb)e8vl9on*Z=?(PpIJYX3G*e>YPD3Q))gg6C46OWn**>(_V2K_hY8W3LUJ@p>@g%F zT9lPFCBoy0QWQspXPS1w=2>=Akl0E?WzA~%K&?ms4;pQK?nTFuIPB`qul$F@5fNyC zVI3`AxurT~aCy%;yz}+FFgr~^bWM)vW@3N?S-MsSLOo*p{(O4GHfH6}`_Q7PrOfWe zE6*-6P^1xm5>3>iZ>MmPZl{+xbDe2?83mW0Z6qa0BwSz184jl4)LfGxhR~-ACNzT5 zloW2Ht7C9TxFd1-vvp2u3JMu9e-A<+-qQzaTJ-uwI2;N2hWGpJIf%fad7m#g33YWQ ztR*YjOq#`ea|pQw+i{&GO*1W zp&{im)j~{18wDr86r>cAl#y^q>PhRi8Ys>^7qhIq!WNbiW0lEwk~{z_80Zy zj?L6+Spj;RksO5c#@vp1*NN{IY_1cr<<`{imFlm@M0$K<4r{66Xj<&qV0>Z%@4897 z(t3f$o@d zTHpFN7>QVI_g*rLXT$LVRE9r=Q;m{Bm1OQhNwKgd$CfsA4KRlb$rm{>6LWqLVhMq3 z5hRJ4&+MK(R-_jeLIwVybM%6tCjS8KH%W+$*KC^cc9!6KSd!bCT?>$>mM^%vlmS1O zTG;iGuCZJG>0o<5ayj$_i-1wZ;ag?z`@OKm4vN?SZ78=o?H0qemD zYGs$)NOTfF@DeUAFJp*}zUwCFHYdzrTbX|^zUtk3FH#(FYARBd39?Bia(2dA`#Da& zTya*vn2=%(fDyIM=9nDeOaVng#r`-r^*Xs)_VPFia?V*d{{U-LZ~O~?s~B?5SmZL@ zAAP^vP5!KE(x}P0P0D_Zc%rYlN#E6gr!3`=cFVM}?23{4G3d*gaBe76@NLnXV4{oZ zQTvsB81$uE{2GtVfZq2q@Hg}{V0}SD^y3a)pNE-yyg}zN%SpIhf6lD07*B&Skt&@P`F4DCB0K&HZ{7e0&G*(}w zld|g9{`^b*rV1)-IxJ}L?u>ZJuS#B zl%dvSxXsjUb94|-#ZKqT9DM;z0^#bw{{Re1{iZQgDsV{ndd2+xFDHNU@xs!l9OF@+ zap!@b)hV`6)bI$Oew{H(kM>QFpOfBRrc~DWwVYL6K~T3X_2N{H&oYC~%6)Jp@uauH zb;Qe3R;2au4aLVYH$6$gVMC{l`^9JcZzt{JQ$vIW#H!H$01HU_cnfJeQ^M3RXcOI; z{W-Z<@o^hNaOVfnzqbNB7C!*N+uPjy4nP zL)lVZI#ZlUgPM7AQNt9YJF-lw_(HR}`~6?59x9O0AJZDo&p7_9P8_Y2YIQ>$z?qhaB;B;>}^ zjj2rbPm}muAgbC@Icc3^^y$Clz^dP7S#p@eGa3rnxXf8#-w7#-&B+yqOCuBxVO_g@UOM4YQ4b^lUxnS4Fepc^|JV9aJM&rJpE~*)8 zy^Nez$DSIXE?e5>cvu8r^!pEnQFJi%Gl!HAc6O5Pn=VW19?+PZ*pqTk!#)nX-e<=i z8q~YNL`?9XJ#FW_xObpT9-@ShU{wuBwX5;REykz6P)w(HvMN1ID74q^F7ajiBj>FBRA$-knlPuJ6(v>yF4((9 z3a#O4N3V^yg_g)}!0LFFUNasRhV-i4Ub(E*5#u6t-DGa;pz)a8yDeuX;KySHTE+NX zt{vMKb>Yr$4IO+xC|Lh>EFnp63P*P9E;+phnDDlNG7fNo`V(wPB;DJ_#Xe$dpW$Le z(Ho>Cs`3&%-hAQ!VuKTwTvSu7Nki1Vi(EpniDjp|;47%xn|Wdxgx`EAZacxSR_kuP zB?}+qBzg4+MI!cGtKYB*iA%kc)cfg~W6jtnzYLAFlmNTA`hD?uO(vad3~uR0MBS#G zue^m^9>dR1GaX8mMZX<3UmKKDMsw}FzJ)BWIcY{JpBK)y6z<^#{U(4#2R{~jC0no4 zk47xV9;w{#;$1Y7>qW(c#WX5>$ysUQQhQ7uu2yjqqX8VVZ4#Z6gyxl2L1{X$)6+ND zRhV(Vs4e2lQ8&SX7rfWSHILs_E9Ak~+bD;51MS{QNKBkt1X-GrNhOg`Z#vggpAf&6 z*`e7TDM7W-q?kn-z5oliaxj1|nJPptOL8EF=ueDVT!7A}0k-I zzrPuu`_#HLNAWdVcGOlT{R4i*_8z?vHB6PWkrcVOHHeyuMQ60;*{H<+7v$$U9Q3iSJ4y(=O&0g1 zHzC*rtnij6ac*`M@asy$1tlczk6|kzESeI+jGz<17fF;i{kdXdYRGi(#7C8M-{VRT zA*=ff3_JBIa(?NIA-(P*Z?0JJ%a!R09- zXY!5UWB=3p-aE!#@vezxLsr?^y)CAUjUd>Df)OgA6WVb}y}q1bavb33G8f`^ssJ=C zAAVaXQaj^9C$~q2I7G*;zOU_!w@aqB`>W-&n8Qy6GGI`3&rU4WE%SA+fnR1`BXn_p cZa7stC-Ca+9}=N8H1PQ_2-GeV42=4AI?k>Syf_rfH%lq70 zf2q1(Zr!i%Y*p8(oio4bJ~PwP)7|qj|FQARr+jBBCOrqrUQshJf)}gA72yN2MX)KqGuFru2=-&M$`e z9jCHtR@Edrt$1AL#9I)ThM~QGY(mW`9XF4Jii1;p_S8DbCpDvh>aOmy5A>fMgK{<` zjRSerooh{UH(&c9edXZ)&&6xM$cQMfRbYGs00JTc1{yK~0y-knfANWch>wI!KuE*E zsT7k%B=*hDZ{qZQRp&a&87-H%VQhBwB(c4+|HjKA01FA>RaPW?fC#{B-!!+mt$I4{ z?bZT%Ezcd^I$=j34V@U1G6Hp@zkO-CF?J;~s@48Z+IMbsy#&@PWX>U8Ci-u3H}BNh z2mpd<8jI$T2}fs~vPd3L&ci7Qh8wkPjRh@hR^d>O3ns|b7G%IBHT^IjCMx9-avVPeJE|3k1)q^k&)!!WRlSLdjnJ*o2-O5`Ye)c9D z3Ui<6;g2{GxArt*bYyT1NU3E>!sd<&<&JDtE9Aw1Ch*rILYSOFNe^0Op|crIjMLY* zi_N(o%HJ_q4T?^l?G(R9Dz-CMqQ}mv$IHWytH&drUi>h7lAd%OuTuW;!m6FU=oz2C zAGkXjU`I`$;R_xtF?-@SsryuB36JDlnVEQt)o`Zg*0m2ERgI6Y_=%iaLZh{c91~_9 zRA8Wed@rE)TcKE&KEwASX;n_!&q=-@v<*;>5CG?h*@S*i{_Wc1@cHli7XY|*X1pPm z^Bv6dPz1eXH^WQQJ*qp8?c#SMn9|vIr^0=K{{;Y54k%nPF%7Q{NP`2gPEu5yCz_;q za^SsBVF#$=jkvY>u?e;is3KGq_Ejak6All=6#N3Knq{`|nu@Vl_puSaH) zK(&jpw&?%R1jnN977FHms9Z|F%|((C-%HJ$@vd0ywPqa6PUT3 z9M_}y&&=5S4?Pf?t>}xY^X9I7_rFDFMfq>=|IJ7L@6Ynzv*o|k>;L5=}Zv!5;h zTQ^)i&wJgzHW(o+5O7$^D#(Zd(e5K(e@r_S?c=mpqsyDk)1^Ru0fdSC$Sx@%F#9dh zWEL9v-6OXlv~dWU$4&&)q;BBE#V^0MczC;eJ4F+eLk*(@`19j=L<%@^Cl zw|pQWq#wc4MW0bvn*CDo>xJ)IHXYwgNDM!Er~Qg}0mL=7p*574!x=+E-u?RB)gb)^ z`yMU3_*);lI^KdtdpMOE2eYPGU16ELa2~@}VLX9C^iav4_RhnsU35s*vgivy2Aly; z$T_v%vyHxs-EJRkX!4P>3yE7_x0XyYGSQqr!w*&c(@^xpJbCZfq0MrGrraI2q3Z$* zs#V*JVi&u@Pk~ejd`&CXlI5g_>xgYgNCd%SE7H1%pivLTscK6vfDfY~qV#JzQ7?cO zK#Zez%7jRO&1Zf(9&qUC^Iq#s@yPsQ_6b9=u_1&r8I*3)*=jVo@kE!g8+K)p5%Bf1 z?w^z`+=RiCR&C}}n>`o<(ZaDH-zx9BD4)fv>G|fN^aON@`!BXWQ4E(2ukv{Iqdl%w zsAqK6X9EqV9Q(k>*3V7y6`lRroNYvl<*pYE&G-9;CoG}1c77j(ai0uILv8yRS#Y<* zt_U*%GCuFmYqQb601BILN@5;??hJh>#hYVET_3#;G@D2ClW|2>znDI*Wex{Lka9eF zYgT+IId$L5p?@3hCoF>AdVl!!PViE*^abF+_D%o&#>rt`c+1$n;?Mrv{{FLGU=nib z{TI&{K&qU(+zX&{H3tg^z1}gF_j#`o0(=Atd^$G2#C?y_sd?YaqPH6@8+!%r#<3lTuMp@%r?Ilz*xqNuEN^I#EvNL*SHtJN&9JDc%c#}-aIr))6jO+YYI6Q@t;FtYz~3ay zB}IMdQr;U2HE&#P3qYiV^9Fs!8z1{bwj!_p`CiV{H!n7kT@-D3Z(L`~YbVJ8n}L4I zXFo{VBNgkG^C!ox3_@(Q%P`F*_~rap+334Y>HMz$bX587Rnr@`v#rv8Wm^)}g?|C_BNY)>_v;X(Sv|>X(B2BS#zk7s!53Zt zPmG3pU;h`TkifhDYNguyHQ+Hfrn~HYhF+t@3xM)RxoQ~3 zK0A6hy>{|HAKW#>n$l=%Tx%%n2W@@U%bE8?)GuzOdVG#_Ux&cqYeDC|vCnA1)x`d| zcQVyQ(Uap^TVNeb9l7~^NPNQ6&_-LZQznR5TP^C0;W>V?chE~1cgo1yNu)elA>eX; zHBI5LJj#*3Tp6bHcDd@2)acR=(#H7d%)yVRaJBDp_EflKvUg=M8GkA`kG*CL!X<^??{k@D zLpVl9XD^Fx`+xrDn|MXYutyjPqND)-Bf6+nyr6U0^Z92kdn)pmiUOO9HO=7 z?mqkQDb3bBD^ZOS%~p$T!!5*}PcQPq)9(9T07JB^(weJxpC9&%1oxCE&URBY8|TU_ zNDuKJ*R_+eko+GEZtcP>(F}2T&T>`klhHN8>}21`1e5{gsb2sL>f+;Wtit!-qgtz? zy%-^@w7^Bp#_muNK955|$QkfnifiQPs4TXu5|9_3VC)+9haPga*i-=Iu5x}e;xFb@ zDb|T1VWgeR5!@&7b&P13Z^LLU@^|$!a;_9|aTB&my((Q*tHg$rWLHZR<>L`O((~=+ikly=MUqs>h<)C%Ui8U-6R;yHY z=7l#h5akx>fUsiSFn6eo&)wR0G5-wsION_$6@4|4URpwq*31jfxZm*^%DL-mqJ_h9 zo&C0?Hh!t%z6bXTYunS%(l#jfE}eedDOu5}2TCL#%saV~3Np|m^&bN7PvW!aENB>H z20=$*;d&LZ%Sk`&LDD8dF*8j{eVn)!Xm&6juqC76ZuO=COjne8E#kcN>gV15&9u8< z=7#^Y0_hk~K}5jCl1>f<Xd?*;OB4`?!;7{1C)&iLojkcbDf~yr2CG^)YTO zDD^(%(cE*9oo9#9@Ze$XFl5}s+w5y`<52hqX32eyzuzjwU6;jV2DdoPhsAk_-|cHb z<&%HT-D&MX`hCS`?on9uhz_-1$1r*qQ((4zi1w~4MU=ANM-P*aLTgLtbzwZp*l)vi z!-?+Ay4K5r{}a`#Dyl$uyht-g;D# zzHMARICxSG7QOHvzD}OJXOxx~zy#L|U?%Cl1a;Vz;^@Dg=kALSfnHA=5iV&(h6j*C zxtYZH!`ZecnGyeNLuYh#XpCm!uE%tW15?ek;Uc4W$hb za9oOJ(`TUZxl_$!mewKpI@6{+8dr+35h!4+K_&3J8r`g6;29}SR;ue61O4S>@7Rx; zmBhfZx36|euyPjVXZ+2fYRfrWQJ$g&!FG#^E49f$y8OvSyDk`Dsi_h^SwK*S2lbX? z(UX0A(4j8jby_xKtZts|jzW?BJ-}C}dL;d4I zaikLR0%(2(9ztE|xF}P|VA5;5G{+RCzMak*7ZY^5g>JaqORbu)%E}_+3+VG(ukqg(Az2&!`dcr%<(cguTBkJ8 z-7@Iy>fmstY?^(>eC9xpOTE{>pq)%Vb5QCIJ@ry07!To^*C& z(b^f!df~lV)K=OF=|-^3jennF0-PG7bkn4l%ijc64V^eWdwf0K*HXXxl${g@pGF^f zHw16dlUn7^xN(ZXkwNpnaYBx~F}kdS&Q`Tr^!hdIiUz6Q34&M4`}=>q0FEufVRY#l z55LaWB7Dxx21>~`YT`!yS_io7p7C_yXXYHQnz)=Ph#NnAYeR4$`uQMLJ!?2k+}(Vd zmz66M^p}$R%bZf^%SxawSSd!kQv) z@K@f>TkL9S>gE8kISG2iKLd835)>2sOvD2KdRC<D4Zc`$Gc(fHhVbfK&}n>KjwLSuFExQC$+;rCvzf(2 zqe8lgz2CVonR)&#uj$CY30LlX4HM@7QYk)v-Lv;!*R_~O{+(8vK@~9fd|%6=-?y`A zzS>9Feqx>-J=s^{K*O>y;}`d!XVm_!&P%rhDk1g!YyTVqg z1kTw~S4ms@XFY`GLOPUTEn1^_NAEbb)_Q#lvl}W_rAC@RkmSNVlWuQ_A=wWAw6B#vxAhV^i_pegD0s5{V}7 zdG#QoLJWCJX^wLXg(yhls=UOKSAOI3vHvu4i)qcUoXYI7IXFWhA_1;GFD>5s$5 zzZZT#0$q+9sczH|P4nvYsXyh(=0?dh5WWDCR3gdUpJMhK>I1M9hqsN2+3aGvsxuP& z(zUi%#S&y%wl;=_S~ZZL<1x3kN;<}F01xzVvwxc*r1^iu+~Asid}4!OEE~~Za?J>fl>*YvbhSQm4&Uwn#$TG@0e>FK!FMR^FfpM+9khYz zmkc(tDz;JoZn9|04#`b$gYft$tlSVFihSUJgX=KS7Hmlts?5IUYU%6eB^2xm!0kdC z&>*Ykd5DpO{FnoJHBLn~7ZGK}`vP#{PHIo&$sCeeTXQH2=Br2hwy7y5sN+}XDDOhU zP0B#Rx8yz!ISA6uCt7I#-X|N#))pfz!dAc zf-`2c9*?5g`S^Q@WZJDTlu!sgz<#l&OJ?PL6AjpfY&F0rvXBpXTPJ!>yNKG-xqO>) zez4pEjT|6}$ebvQ8!PpCHdY5*sSqG^EM~B|y>iYs zpf%fRNA@S6D$6MH({`h#S;fiBKS;SnF;gQh(I?b%U7gW}7DKc9|Kc-UO zBQ~G|AEzDsn$Z5Kb?kSO%*LHRY@H{<0D`%Ogi_F2Kc+OU3r`pRfktdlnsmmq(o=`w z_|fwBF_BLpP@!mzgLlfL=O;s+nSSS>**Yk)B_;Gc#rO?`;yeVHJ#pjNr&8RE?+u$K zu~5vZ(P9h`XHS9|Xtx=Vj^6ukj~@ls)^Z;$Zh&2heY(=G2Y0wu<(kYgXVdF*NQA@{ z5+9yZ>}BR{BF;1S1~F_Ij!_S;HPS&qxNgW@5>Wf%P)Q`e;xH#$DBsb)9BFE)XxrzVt|(7_ z+$k|f15@e?s$%%^(W-X(XZ(f-=5J%*anleqYmeFarKBV#K^}@KQPNXkB2rqgUyLTm z9|y;R9@#3U4sdLDlIiO>##{{lY~a_V>#*pmD4cEn8&zz&ar4A6FZPXjx2~XpxBYX+)W+nGHGjK`skbN+2`U5s|7D%+2<0rxX~xfo4;a zUnKJPwA+lfp`m>`?2Rmdp6NQQvv181PVL@tR;G&4xAZ-L92e_Iy2Pt_4|G1Sj+=lQ z=tA}5^tJAI;8P>%@t+@Jqdn=W=pP{?s?qnI*JR8dKR3S7-hM3)>yH-Ekpk}5pX$iF zL-vtR7QCw3@8&GVi%7^%RB_iD7UbLZNjooRr=FK)_K*vx?q{2v#X}d(XAGF-hp50M zz#9S)IYDMY>D#`PE51L;qBu5{A`b%vYFKfrtx!_vPl~(E#!rirGPBs67!8F721Of{X+j9!+`H0zCzaB&9#WQA<7;I)3Yo$GOVF zBpzWn(Q*;$Vv!S%mp$Qe)PF@MgF%cQdNxhT0Phi95UW%cu0#QDyCs?|#bcBGHSo@hEoYhhD zj`aD_sGUl{FU-3(l+57-t;ex2j|qnY3u_k;vBfN+#tEH+O#_|ZRO=0O-6lunZCYPM zxL|t!F2E-zbE0M%;^<)LY|d7@=h*<|GvI!Vb}bm?_e5!K*9* zJ-HD89HdN}`h!f@=z>kwInd9avZ0_L21HePd3&L@`yWkvJ}derK{UPoYin9G5|#xd zy9cL5t=T%*Up&ecQR>p^Sf{g?=P4qNhCRtV;GgRS6b~_EkA?-IN(yf|Qh|?1sireS z0b{()?rWVt!07P023IQRLkkgCimAkurr5V4h2Ur&|3R^9wWs3R$R>wxSbwbIbFXt6 z;!7g@0*{szVv2XJvh{=2;reDMIO|mnXf4)mE)RtSX0p~rNtCGM3{k_yoiI32`skg! zLwn6oUJZ9tRRUJ!Q|Cu^DWYYy(=xM@LG|Yjm-0moO{g^i>y74mQN%MV(*TAm!iWpf z2IGp$-N~Rig=vb!7!b&Fo*5asoCfbjW*W;~FJnVhww_Fc53Rrs((NXR4u%Has6W8ix!Q#t7mAd7;Y9W8Fs+CM ztt~#gxTufVProvA|BWz;?YhSM$8-;GmGm#jPhgoKCNxlB%BvDb4lGEoLRfTh`agc8 zZrV`=->iOmU$bxaj>oph+zJ7zp-$d`_G?41e#wC0{X5s9;LJbCoJPj z2P?|X{ue;Go<#1RVY91S2m7cO4Lqqg)@@U0v%4!_5A$eZ1RyWt^a4245M$FM?d3F| z$%7wBHiRehuH%q=K~r9QyZ&u0b6r`U{2)BJV~j;*qhr+h@9z`!*>c$UWO@wgj{cXQ z=d=|#oE!FhaWF9yCS@6Few7ox)`H)hyWRR2pH$-0z#qm z6eA1RypFfreB27dw^}cNXMS%6ZXOwAT?T zjk9WH4ui~Vs0OSLC!hxLgQBgB>4%!=NRbSg85J;)A0*KPvCcm5T_8~OZE zd2hyP9c?Ph2!x$^FUm(Vqc%|NNGTWI2iWoq9DgcF9$Z?{0o}ZMu@WLH3B|JQQM-jd z<#d;t{h-DQ(8I&nVNkY9L00_9h&Gf;J_;b8a@3`R%23gLM#w;v;Of$m)QHYzehoo%tT68>ofzuT7fI_Jq8 z@FUXKBUB3{&69cf1^GTo+CG1ZVllmioN6px%~@&Wh1L(w2)GjkX(rJ9MGmGwfQ!k< zhAOwIc;)7n7!b*jB7MR|1Me;}2$5Q4yxqoVgr!SNER#Y**gesYX*;IL^SJuG;XJ&o z-L@IqtRl|YWME}zwfvzDU7s$saHl%KUO&e&k)X#NndeNsri+)%$S-R~Id>#cq$+5` ztZLj2Po}w@AiSJ!!>Ll`PV{0sOjjwcVX-cvLvJF`bK6hMQ3s|IKv@anBNG)~hr0S+ zeXm`o-c00=R&x}Wwmr@?pB-lXG2EOg@qrV@Zr20{mODw&kRb4FF>UV){VkA$uA=lO zi;4^(KPAYY!uWxz6hI38612?kHJtmPh`=oLo5JV7u!{6SK6+BY;)y*P|8UAaF_J?% zI>x16=z}kSmLDv}acvwrz8)Q8#dT8l(jh^n&0x22s~+$nZAi#JZlfM0zsgb1J)VA7 zM85<)M2CN+lp!Cvw1xM+CFv`Qgo`PSIivnyXp7r+SI>>>vX8w8H0}6C`+OutN~%fU zmt<}lUa#@ig*KxiV?S4^??I8ph8)0dzO-k}V4)zJG^lK1;6sdobo8NEl^&Dwuan0Q z&F7GuGRsmx_MCQBgmq1i_aa(OI?L^e=va+;A7EaoO@{9*vk(24hhZf|@xH_j%xlDzm8of3;hm*CB-I+eKSFo)6YL_A#dG0pBr>aSJ&Dxc4 zmdIRs`@6`18v?D|G(DzDXl;e*pl)>`|oc9rS2ow7{;0b;nCfS|@|xabt(~ zae4*3HojX4dGZW+iN6(i-^vrj9Ewyl#XD?&+4c828f1(AnOJ(7KpDO*lt;MI5fH6C zvo4xuH4=i+?CEs&w>*lVzGDob->OU4oX{678vUeDTDG22Auk4V z3j2O~{0xp+rA3KuGxt>j;_~`!U2fqPooRKhL;qWzF7Z?_Y__|!HbaJE-p|!!@115L zvmr!VgGNtJ`AYchz^;v#Fvz^yLT-jUQ^eWg)?u7&ilMe% zZAnV*8Yf=fG_Xb&VWjrwT~~(|vV~i9ed;Xd>$!H;CSuQ}Lcuwyydi|*xR4Z=uWc9q zDOjEpU^~cNAR*O7vwx$hf$`a-WSgFmwiuKfVM|m1SX9cTyDgJ}(6MDPle^&IGGVL5 za)eE9He0G6(nwHS>CRNEX4}ReXS-oyV*p@Gm5(2YGQzH2PbH=`i>C`7Gq9rZ3qQ73 ztp!&&Ebc!|&<5^}(-puJ3Tk450{ntbsfQsqvwprz1gfqF$Q8*BC{3>#zG{hP<`n*2@cCwv}C>Zg+*#N#l6 zXpR=s*}0Svgkrc|tnM1$H9n~fQ4#|HIL#1qPJ>qwJTWQc8vIo<5V7@3%@VhDH@gmQ z;}`6-289CrA|FF{QyliGWVNIcKZ^U3IO9QB;b1o2N=Diq2eckVad)O^tI>u}Wm*l)A^p`+YhfFJJ+G&mIO$&t_T}D!zox!NuNVl2b5?|D7w@8$ikd zOG>qyW+8&3B8ncFf=qiG0!Xyy8!J^pr_Xs`!r**}e%j5Dqe7y8wlV|nGqL`%MWl}upn1`F^=}Ux8VhWe zGg}sEWh(t>U?N67Ot93DH& zFAoy;W?MJ1+b8fT*JF3oDkm29>3j!5UA00nbHG4n+yLZ8dAtUA$$a*7sNPj^T!!*J zp10Q@X8z(I0}{;@E?7&(s!Gb6lWieaFO@ea##U#FV;}=(F+D&O44dwb>Tc)4O_7I@ z0!|?GDv2{~72GmoXoS8ML`T+4Q-&6fcpK{xA0xVwz2=S_`p@&j@-ym^_}}jm6*T<_ z`l{L0uDX2)GJ^gJUaT%2k2Uo-sWyjHxr?$2!_@<@%XWYA5$A09Z%g}0JqeS~d~3AZ z=`2Q`u9FEbfIvb7QbZ!F_QWTYcV(g)P#0Tpvdup^dkmxufs<0S=c@_~G!hdkLkmTi z6#BBFxnEU(6mt=Yyj`mUhM;br=V5V8hlnJAtJ@#r4+6i&k`A3PA8|bn&-|UD1LME6 z=8}|<;Hwn~4O-1;<2S8Q;U?r!r1dcQs(O~meGH+$6h$0JiNZ}dR=LDR#LWRn!^FYY z`W7Xj6t6xt3c?8du(`n9nDU=!Kac9Z8Ti4xn~)_133cW9VP2Pw5w?@0S_HABp1F~a zeP+gnb}K0;GH6}#e%p|V6*!}~N`&PPUYX-QX5(Ck-J?=Eeqps4Mu0uYEd|wL!|oF@ z?wLeJ>6Bq8vH|u?fWo`=q(wfYGt(pPneK!Lt5(D%!|KI;oZA8q4l49bl7Ey>(^IcL z4GMSxn8~+=$8Q9lbKHv@1i-H|f%L=5GmWiLuY%y{+~{eecfE8@)W+Wvh1t>3`eK@U z)O>N|5Xp;)wyS03av7mNe7Pc?i$lho>I}J%6Jcd@0}T~vQR{2qR<{BxStllDKZ*!? zQ?(6mo5R9;F*Z6z6ev9a$2bnoAkZE4uSl-%8-+ZdEt*RxeTR|zNW)35m!*s)`~Zgt zy@V^LmFF8BC(y}{=DJIF!?Fk>Ub7&x#Y@F-=LfyYPyN1?n5-g3Kn79B<6NMT?nVOn za=r!?@=zor@7%@(`bV zrL2rcq+`YC_H(U-Vd%$C7e)MX{=K|EqW#NN0Qj>UO{FU+Ft^YE#+T3;*A-hwK!ib5 zpkda_|8BiRE!)$$nZD4SIx=x`7css(OAN|vMGYdhAMzs^Mdk*S2DC{E?H_&K&f7a4 zjA{;GSN$3`90dz(LDk+oQGqCKFd*BsxowdWI0S+I*-HO9EzdN+ZbPH&BITUna~r{ zCr+`Txg@m7y=iPFZ?1_>vU2&*5cJvVLOGT5?%z4I=KK|TF<*d0V5clND2ImrC-bfW z;mJJNn?P%a2r7Xw7E6wyS_r*EG`(ao%f5i zUGYc<8UilMowc9ZL5#1xkjFTU=fymt`SzZb?`W{uB)dNBpk~-W9PMc_KM$!pn$qu+ z*AG-=E5aX^^e9T*fxwMy)mLlrSQHPi2*>=F8j=2VNV#-$SQ;4}QXXKr{TX4X+AhQN z}ek#PN6lxROKlt29SMnvu0-L|~I1ZTcWY#G2`ve|huOf##AMAlA8^f!WV} zcdHbUfxX8W1Gn|cu9RACYXb1?2)zK7MysNKJTGK+)g1PxnS~9E+NC`nB3o^4iqg=@ z(sn56(csW4oc*W(GiH>Ppb96p2cWCOUTyXpHs3!y+&nos0;J1}GCCbiS}oftKc9Pb z_}I*7h?4$o#dMb7KH@pR-jD)v<={Ra_^3&Lni*4+Xne~$hf3XlNe5*s8rasd`5Ax8 zXD>$Ak}k%-%uGzzZd4r1zvDo4bD=2b+K8*WoW>+@wEpwZP{jvBLdIPnaf86VHX)N$ z7})^{5TG0sKcS(T&VpiKN>QUj#WYcwj(lnw5@;k$In#Ex==W(>BXj9*Z2TDu7Eg3~ zwQc+Z1Th69u92;CIr;W&k%_##rU+whI=#aAY;MkU%{sIoL3Y|U%arxA<*=(!GAJwS zHErqvh09#pMq2Jbwk!-Z$ji?MUz(zb;-+C@P{|RjtmAu)C?jy=3nyDrz8`EAa<0AC zKEk47_$~z34)^0*vG{?|V=wdX3=c)^%$n@C3dgBJS39Qd#~=<+%baEgL6jh6Bakp= z6@JAt^~7$@`iXWeO~DMNYvF=m3BO4Rx9I1Jl>s?)nXB;Y5ntwq5Yx#?H338{>u-xN zI_FFAIMb?bd+rOV$-D$JA@#1D7&Iz5{`y0xjmMglTheNA-)WdC?1I8jx^>5l)K zk_V(CWj!ehhA@V5I|Gv8UVVjJBh!?Fu33brSzwi| zQKdc|eP})Tu^ov#6av{G2W`{FJyGpXnX6URvz2wTqPho;YG};(MFA=7`~IF_e&spJ zckISHx?qE`%CR`vk-^S&Hr9_(J{v#P;vB3deZ-9NBz~iM$Y@voC0nm}Xi7#^ny_c8 zI+gMpGi1RNJFyZ+l$pLO7w_+PD8U6A{7`ml(*jeTpR!+As+dyF*)A%~u%*aaDyEF> z_=~P@c0xYE@(@NJM=%olIXT%I%Y9ao)`UFA$(G30faq%r#)%YmiX0iUal458#f}$1 zx4zc2fP%b^lF;>6lfEqRFR^*GI6JafK@5TZc<$Rkt$!58WSjPrcC7#ObYiKC^{OrK z^*?*E*34%0T9zWk%$&g4Jqv{pCNrc`%-3_Q39Mdy4&=EXh~IOrOUu$t`t|5&0FF=) zB0D=fiRCrRVzRq%nL`<1DiNU6fPtd{oA&Zl5wzxExHs%qbx8Ux&%fcwU)#pDK&b0v zCYLW%x%O_$O=UE#?meMJ#Kl;*Wcu!VBr|AC&po*k6oF*k))qhVjtrR*l{_Shu$PU0 zCIJL%0la3Y^ncVWxO>O&Mwg4y;^z>qD&lJ-2#EwKUF7nQ%dHe`*mrPQS-~%AG$Mb> z*i8Pww9Y}H%KR{?NwGIp4E`89m-`qN(H6qk&yUuWf36CG6P#;#NUQYu<}^5 zgk<<=(fb&)y<*;>Nh=>(HI*9V(FYl)U95+pA9Ah!quE(V35+7jmhhCM?O^^@@<#4p zVL&4fOgy`+Vg|~FDB}S}#S|%o!DQj$@N62{xN)P1_@I~`L9WW@rRjV^*8Df=Db+uN z))p1pI-Oc@-ku6J#)aXyFvknYF><8Ap*mjbI*EEh%4)C*B_-0;rda7IjxR3Ln=E{l zwy{Blfv%=V<_WdALUaX2gSsE^Hs;N?vzVa?zHQJUH>6>&#_8$>2Q1%_{c+XZF%!DV z3T+7A&A1Bgf+1gl3NdF2gScvZQv`~!Rlr}K_sMOzOj_cw%&LJ~vZ^b`T>cNng;>Oy zWs)ehc~Gc00A#grgu`}kkT6XrtDUB>G5JVS-}P$y?5+g~pKZ1UoM~DrMysWGw9dsLiIlKk%h*AB#Wt z`^PP6hu}fZ7%7)7$RiY`ziX%0Et5BhqI{HoH2Nt%)HRhhUO^lEt+Q{&+>t@q9ULsx zF#vNpJycT)!j+8eNPQz@hzRu;!yG`H3sANW>Qb5br@Bck6VoPgD2F_#Ngkv0q{q2S zyhL4B4QhSAJzXx4ft9!A&ULuXOugv{I$!n$ABegvX0Lz*yVZZJxYnRxm>ta6d-cH* zoU9G9pj6eiI`e4t3tBjLWWa2t#|eXCN%Hw*fX;Gw;xRl8UE;t?dzYV zo5XwY$eHIBviS1fs^2%5=6Q_W1scu2M*PW^LWH^k>S8bmDGDFjuyGQ+>Ha zmxRFFmFQhR$F8rGe=ftz=t0Gde0LzS5xGfpQlKghHfWQdc%?SoLj$!nK9BU|Z$OPv zJGsUeMCQ*((IS}p-G0MBM{I%c8_nHY%m+zsBTUM4eeSD5We!T|5vzasYNidQ+;3R7 z>=;G8Q*5hB1VRH}H%?L0897B9qLz!R^So>9le58-H!pyuA0LY3`#%k?M~QC4gN!V9 z=XCWy_#w4PxJMnxW@OhI_49d2)Mk2%J~{3evav30GKwOe_u)l6j1{V)?5bZBJN0fu z`IYFCGuNcI$>R1)R3bRp>`9JN8DVZ%HgW5z(I)m2i|%R%+Os2$Es5khy>%2QbR-*~ zbO}$Jkt5~1^9(cPY-rRbrzR5)&2ms?WS_$@ElFQLKPl0hQfyL7$uIP)_NoaC#R5bk z7ShJHg+=BFw2h*111Tr0hYr=_J>Z}|W!1^VkXscv0uu$bRpoA6N<@{Nge@$8$*D0+ z#`0~VN*@4&dh?e$s@VL^R9fupeTS|Na$kY3du}f%2*;E*Je1zjgf@mhQ^REn{yX)< z7phHUe97jZe$L%OW2(vaK2CyHaa&<$jSN`%gKnhLK=#5H=c18=$X|siXZ<4fGPc9 zd4o!uTw5JsNQQ5q$m(z3hzp3Jk2TYqBPjQLjOA|A6T5|puV4;n^b@5x;#{r8G%NtqoDaZrWO)zW-2|D;E=wh+kj7WW$y|d&>+CXQ7 zE~u%rUPu7Hnc9h+R+wM4ONuqoHjXN{lxG9-48>+6>=5M9P?$j!NE9$=f1$EQvpWlu z2v4jikhxzl%`n!Jy25jf{EUeawzB@lwU_)VqPrj3zF(fr`);ov$A}~In^U%|c4$Q< z2uo5_bX_)&fr(*o4MOo5K`|sn2d6AaF@MEMk{RlULfk|qSwf#_H%{_|vD#@7fQ62PN!d0ZK0EGR^EI1@- zqpST))#UmtmVpe!aOSJ*5OaSxk(em-b_$i6GVy)wqI40!J1mnldY_l%AJRjKAMmMN z&YiIXDXg!9!e~aUdYzhiW_Jt4l80nWs29~%Y;{qPnYJ1Hz3%whMhA;% z_uwpZ01f#@&0`7_`|~UZ>0DEJn(J?#(LXs&G^>uKf5l1p5R;|Nk?1oqxKE02&Q;;K z1~W24Oypq+fI!HpNS?S|_&{;IKM46DOUC36gh}fKu)YDnO_}Dp`cPJlF}Rp1gweZJ zrTZZsRsge&oQr;MB3~>=u}$JM6eYs70`b!%b0WHAh2sqYSynj|vgS=&}M#@7UKn z1&-d6v!>}zEPi9Rj3sf@0RgJJYt5}Sn(10IoFR=2MStrWmkqxJ&s3|xrbQf`=FPo= z5LFh|F;GlN@7Smd+67Czz%=R3=^s;%He1F_512k7&Q=!i79#H+-xM9x1<4(fg*^zyKSk4^W?}ZfM5Bt$-=<@5O#C*s-SOGSC^XrJdDD3P}9iDpMfPwi*?F z{GeRoP*n4YBd@u~b6kzoY5P$@`ix z{mh5~lM^x9xW-ixO&5q5xc9Gd2*-da&*-1*W zZ{)I$Pi3x&9nfY5gb96?)@l(ZRZ(|+RGrooFc1@}=i~SNZzCZ8P zj6%7);5d34)6%!u7^|ezq{zFMFQ5QF4A)Og zuy+-WO#%s?LqXO59Gx|~cDT|%7e7k6|N5N3XvHK`r?ujy*G50R^yMUN2y@zb3qTPYqn>)%n9n`+{qJ^N zAy45O$an2w>OdYu_LD(N6FyMxKaVQWBm2(<--LfElSVVj6|!%ZC1kznH!h-%h`1mn ze$&=oxSJn@L_2oOyBnjJ`G7ujvU3jCf^0F=j|@4)%K}~(fgs5OAN`_fj4~_ z2pb2e$&h`}KUwWTw*|(x8#XAi@N^bbtmtOS%*62$0Hr}CLy>(r;7?cI^|yo^r|!LyP3qGd{(hq|$xmEV#d`s0mu7k8QgGTQSmQ`3 zc+pHwPcJvAOjrBg!j@O1HU2AzRh5=HhRY8=t-i3HGp>l+&ynE67=0YR`Ym zb?5qq<9jTwT#X?JjxcQ*7v&zgu$-Rt_@#lCt?+Foea*M>-SeQDJMizcj1Y~*+f`$f zh6aa4mk{rFS_eO=hNH5*yieFitQ5N4U@|I^@d0Zx?<=09Jwga}F<$_-^b^NTas`QP z8~IdXP&b!*Eh2)2Bkgin{0C$@5+;Zv5hGO>@-g#pQ~5fZ$+@xm7Gq!7?OVLk%o2JL ztxq)V2iO|Lf3dUrsl~knJ(0FgZ-Wf*aD!wnZKR|5F%~GHiGlQGbaH15F4xue3U1`a z+~W{CI-9l@{4PNSK}=Wg!Cn&9g)bmm#?QX;9Ryy#ie~crGQOBjrOP-W zm5SPIu~INm=B7);tXlfDJ25wFX7YY>XE7j?_{Z3W*oK#zZomM1yx86p(`dFdtD2K@ zWn%ihY2)j!o{B~EaHh-JXf9PL1%m{?}iP(o{m%eKps8dEnB(tok3e0 z{i{hWQb4=6=zTG>z@~Mag|%)dOFe>#jO-fr2RrMcpgz=^P zu!U*F4D8a_MYn;@TVD4LHzGEao z0=9(x)O8|fy9zh`nMa>YN>xGhW=D7!>#7_C-%u?F)FX-yUW|SG$`o-RGe^p2`^9Ab z5en6^j8FB8d$cs_%e%H_-@q$k&n;peO6tnaecg|lGxqwxMPCq-qiU^=nM*eyUa(mF zhzp8NuqjZu2{R#2i1c*R6QamZOjo0iPjl|SE=_=`_f4w{-cKO!`~sNFaKipINH?bx z6m-Me9e;Q6H#6zy2Z}nLSP#BcaDW)6`EfUbfogj!~X(-x03<7rD94*xkn(3Xm zR0Fug(MT-r7n6pzNEFAf13){JEWryG|yjmv5^O*TQ2hDlsrO> zB%3~;57D;s7JY28B@vP>*(9e(@5gl++EuWi=P%5Vap5Wbw{ZMXVAxP_H!(;+0hc6z zJ_u~HsDyDn&H_Jp^J!nZM8*}cj78Ld;ig|+)>`A3 z72C7dG;pI&quK??YLc36-6#{r#3GE9Cv^_}=BFscZ$S4z0l8{u5Y7)MI1vzrpjGt2 zWj3T9FpuV81JGRUwQxRHXMLkwD_XB|CDZjEv(a z>!hp%fwuIqvD`dpJERee0DV=t0PJfGjk#}+8rY0)+$b8g3P6s^htDJIrbkA@V^7+E zaYbya80$YpFuTi(9n=|&pq?$aH05AX7wCr{ly?3}rf8>$XFRh`)*Y{~h}-eF`iP*P zs1TinH(lm81{&nNI|v&O6Wl3tt3zxp*HjRMjwPs_fU3(=UCqvE>dKQH2Mwn^-afhn zmpQLbl&KE$QS6T7j|%NzwLf;bwGozGdyPQ_4GgVnJdly|kJK_w)ZC60IE0r_+Dfoi zzDe^wLcKB3Hj0a;E$v_C0I4oV;)#?629TkW;r{@vaXSN!%5%#!51L-Z2SjPdEz2<7 zxJYdtn7@^td1Wa)(3JRdCq4CF>hw2sx3L06tgcHk(;gJW9tE<-3cVde{9*vzA2&GL zzI8F_7fGp#l%Ze+7RE59$34$@^F8Eu^I+CpbV#tDv%26-oTlRF;?ELNzS7h=fxgc4GoLzp}G`sw!Pqpd=1whQ`{OPf9CLhdma zghSv*5>61I%#0C`PY}Tv$&uML?vK<;^xLeL?Nbs^RUI!Yf>BWj7(g6FTY<0#%z;o| zloN2h>Ts(n9)lhkDC3VMXd`igwWRNZzIVa(P-{9g%Wa|^$5F8I6Dk{W?bC}2O4L-4 zOAZadS=~G(TOJY!1d8Eww@gn2xTRqd8$yemJ%>MlzXRqD{3IUyCX1_E^mgsKwOW$& z^Jz+L@?26K;B_Q`N)?4KbGAu2_LC>Kvlhu~>ZVJ9KTJ!Iw~;b37Ka*IfJ%`14=@i2 zCm97hq=A$KEo?I>PCF$sWU_=7+>WI1lqh2v;oF13L(4tchH4vgu%ri)I_TV3ONiyf zIi&a>wyoVorrm@QC5M$6Ww0A`43@@nIDq*{-yU9h8H_4B%snnD;Wn`12c*JZC5|7K z(eF+-z}#cp6}7|#N>M58Y{Rr(Ko zGqwX#5TMvf9XLE+B+w#x1+`%AJV$+VBpryzr_#z?4#jn#g#pBZc^$irHA#l-btJkl zmHd<3XgXS_Cf_zRi7?r?!(r~ZP~@$BLf4E1DJdWlHqVF{J5`6S?P$Hp)fd5RmlhqZ zNJCetuezmO-Yz8>!m!_MIa*TEKte#~F;$oV?X`3+KB&yaT!+^kf=etZ)fU?)c{a5(YUjg3fIN><0D z!y(B0B}xg~fDU91?0!;tr=H__1zJ)le^^?YBbKp!wyo!pHr6`TgO;mjxv)1c4 zj--N?kmH+qB#+Zp+D>prGeNN1J5YHLFg&XVmh=KM;X#m22aRqBI}_}!0r5ETt+ELt zzJp|>l_faX<26F->0Xz6l&E{8Su_Zdf}`rCEvIpj&XY8D?&nHU98+rGN#al`03KxQKC?l2bYm0H^d+nj zg+7HzR!8|omHmW!szym39=hcgI$=bQ4ZMWMWekCjnvjw9R@puqc==EOjNp@#;aSRo zJB)K1RyhDWJMTg7+?oLFIb;p}R4ac`qka?IF<4dx4spMY1~M^@`q4*XM=IH1^4lPI zR)=n1RR<@IQYfrBjBGKz6@w_>X~Nw*ehex8;p)?qld2{Ac1P-`&XJ^BCEeM!N<={H zbR|iB$tVhFt!c_i7TSgsk&J>4`y7mhf5DkJ)B2$D;?%PbuXKu>Y74fawOvq#T!{U( z9Vbp9!x#^bd zHiK@s&3)N7VJrnW)2p95<)Yac0tJGCD&nzcCR_ZKbm%;T8H*!Z@I{Ao5k8w zPlUS&v1(y$WUTQr;_;MVaN%bI2bm(J3Ghz{;qJyN1$&aqTD{xMZ2@+=i+|#rx-$52 zEV;viq(v(QY5?G=3F0GRoMNYl82}T-=T(lO)b7C4($#6bD^7*UEV?xXt;21S>OfB$ zQV>U0qksxjaI6drLhxyo4^oMe;Aq0p~A zIaw`jJ9E;o=biwkTo)!8Q8?U`lB^#PkOp}HPnJfm%xN7%D^JTs+U~nj9f=|$Qk1&; z-D~-6D%dB9?4%yO$6WNo~=rT75xUpQ8O? zDMJ}DTVGT#H`oT!M?QI})q|#fk1es44%?*6C4d5AGYPaQ!{N3@d%H&-VuDJiY}a`m zA6qos5f;iEe)8LBK|&VGEbt)UfO1@v+PgzJNzUS*waO_z<6xpGlHVJ$Q_ochzmia>FILX>m<0 zO{cJcqLp=t;Z_L%gsTcUJb|EyX?W3QUG8xn4Me-W7%A(FTVvLng1ca4#@3RBoTPp+ zDj{Dq3NQ9;M2o~YjcOLAeksL4ervvkFuRe&${%GtT7gIkC|gR;2skA?Ns-$e)C$!P zH+pi~%2N;VZA5+5i36+Q^4>mu+$*>5`Z)FzHJ8 z+9^`vJ(S2u0bt<^P|m;_4YcA+qoA98ryG!&@+3ZoC3-@G$YMfQ#O4PP<8bl-cnk{j zoyJ$D-tO~v#H*yo#{J8XwFB-Vy%S(daWxi>VYgdTF>Mz~4fR&z1t1Sc2^~S*vI5BA zIOK9SuQzEMbo;amdl1@F?>ii+C29!{DF{lIkX3+G0)fXp=p;HO?|re)xz4dJ8WxLc zjK51#kd?F6Av^(TAxTkE(h^cZ&n{HER!y~DEf&kH24_Msn@zApd?o#mR__szFr_OF zCuO7)oPv8;;nCXB@Ri0C{V{jc7HP249^}oj3S5ZcFD1sFNKXBgq~roQ_u~cAq}A9h z5z(eJ?T+a0C*CTMsYz41dd3OP z-P5D)j$u5d2toZl#l`Cp}@auZe+= zOLZFs<8as~yM6uMG!0jsOCI-rZaiSWMGl;#occnE&p!Z8-l}?z!W~<(Zq6{TMP3;^ z1aN{#$EYW7ZfYznahPcfjUmw~vI|L2AQc0+&v(~b&D7`&1+a(Oe>iy@@-f_V_U3{| zD(?;hK8T4eMnf%<<87pct8tF}0gUc@swsBWPC9y(^QiRcvThId$puQt zLPvS>9rW*Gu+4BODq&&5ugV`F4tW#^9ZcCntd!#11z5p7^{9&K6@rx{A7_>-RUXQx zEbiQzlM+l+A!}0GbQ}bNRh;^bAc*{Vk0qQdC9t4)NJ;X^9o(omGkSj88>>@XU?^~` zjm8gtX?fNG_Lh~Ud}~+-fp|P1j33uXH8evWAqN;3!3Uj28ECq^Av^t)63dn8xvjFX z)~GzJJi$=~Sn?iz`eL}L*AiCiB^+2IeBzbct-gv`obhePIDkV$;DUDLnq4anKH=(; z0`hoAA?50zVYNi-mLG9~^9fe~PIyAqk+ysQ$vE<>-=R&qJBE-31c@F00QIV>b`+_$ z8-#gL+Eb8SaP^VWjwLp-4{1Ief%Y1>x)UXR9z$6q68wX|`PEQNR&jw*Zjq-uZ?eXE zGVUmtTDNU>ux)KVDX-^Wc0m%vV)TKk;&bXc=l0uX-;XxeI@}fS65Z&_U zcaqahrbCk(Qa8%CNKzAw@377=E2$hesla1)BmV&A)5EJ$hUAACx@K^ zr6(t}H`=qnGmvpzBJin{uQ?=reg6PmZV|S_+nNm$2M{AW3hDqOY}OEg$GGKP!T=qR zHlX5C265k6;K;${T|fu&aY07M6bYPcaPp>`i(oH3)b_OV^QODAXJSUw4K4xPX-&I` zk_e>h9FKplyIYPO!30nf0SonWtha?X%e#D<&Ak8!SSoFfNn4H5?y2L9Saq?FHi z0C!M4`;9MehmRtXTn7ZyuQ&@wKUD(Az>qw1P7IG4Z;8KmuACbiY&XYs0v=D!r1nn=&ft#kItN{Ie)N}>ZHTYh?W^&sAC{rWdWYLl zWF<~1Eujiqicm^YoyjEaTX&O=bT;gU3YN=-wUj9t9pHip_KF8K8AMs@u-%e~iA3Vu zsVP7%AfZJHPInw3K%9?mYEPkc%>5|K7Mr1dO@-8{$hkOnC?|)FDcqLHPsu&QDex(} z$lAAI8WS?!RL9hnN+tH*TZ>ywFy9agN#aIT!gJaxDaAAoOR~8ArgB>`<`kq$30l*@ zJ0aHjb%+4ucMRlEdPY0#E(B;+VAT0HFqN|VZVng0{IQRcfs^Xz%;KYZ?K2|WCh1#L z)g`NQNH;gs5Za|FZG|{XiU)xK3Q9m2&UfOf{{W)RX)B|P%C0_xBIBlIIAg1go&}A8 zD`zKcoyv2C05gNQ^r4Ar)(k||I&$qDVnl8Zw6t7iN&)PpY2ryrl6Z%R$qEMp0Yg|B zn`4n=xW#@P*HGzsyL*GL;6l*iGk}DY;H2eTSQtI~8!mJRb8Rv&cPI&mWPK`T7h3y) z(zU0uZzm>^76DPFo_{ow;iN077)eWo@Z(5aUg@$#5PYlvJWfPH~Ko zHs_kZTkGh$k(5}3c@47`M_UeTkm3vYPX`K{K>0_FNCe;mz7Hx0BdsV*M3}P{rAAiD zFO`-QHUub+(r``{f!(k>QqHlo);xfnU+xbfvmb^e@Hhv55?7y{jJY%Q>!*kxP=N=`t? z!3UpkJDeH`ou2Cs;inx~Td$t1`cl@AR?)#cB_MpD3C0H^PWd@(yy-UQ*wLtL>N9P8 zYT6gI*Zp6!o5N9+o_sBIEZjxwwu4Y%97dTNyo zPdMlU2}b0OUdoW*HN>~>H;lA*p2pLocmKq%~SStD)p=Rs@qWjffK*q7FZ zeId0p&?yN)S;5CX%CI+2F7dJ2&pG6FK4QGZZ~$zM%$GJ>O73ay?D!~bq2O{TEG@f^J++a(d#j%jO0&bC3hBf+ zK^*)jHV2s4*1-99_*XD;Gl7nExI1n!iUxgh@M}pr?y5=%2g!=U&T*o{Yj|% zK#UAj^P(u>?NVPOh(?UHpCWL9_L>WMN>Y?mM&#s>D^j98c+F#RMn+C~0YQ_`ksJ3= zNC))Rx$oGTIsQ&DKx4mgLGU=q@U02QcK!8`cICYQt+qMEYI$cP82vSpa;^5RWCCb3 zdk1kvYO;A_YAXg&zSD)ekp2xR#+uZ8`&yD|{{U!Izf;SKo4i&f=@nfS9SMDjt{A}# zl`SbaD_B}_wn$Hhl|_FB)RCpHq-V9Lr+-;e4S3R>yW1BXYjM;lA;u8X%1g;EBPnp9 zz=VymIKkz%#Dlt>kk30(8@h_7T1LY&i8=oOGVMb3?XD}j&*2AST4klSV~1BePdPM1 zAxDK>a$HYT4na6c;l~l%H8i?!Hqnj0ZYyv52Wk_o~)Q$|=S zB|J^GpxW?q2N);RF;az)3U|TC_hzaHmt{uRH`{zYW9Sp4TvnA@H5@#{os_2?OM?U) zVK@a_0C-MCTOsy@w8tt5bxoH7JNQ8WpLrEt%8{t`4c_l(k9yK~1hI~`!E?2hoE0bp ztzmf?01%>rJ3!+Y$VfEoxE2Wa*;gju+G4;=VDnMcmLmZfqrl!0oTL+k;Uhb2JFC0b zO;`J)%SMXQ($^n2M5p3B@|HY85S@pt)AS8FBUE&MbFen3cAJ9Px448bl2~E(nQbM! z9QFd)DeuNR@w{sDuliTf!Kio33|3La)v)6!Qkiu31Q1u<-Ldi*zyyqI9-C##ZJ`om zZnHcbc6Xae#`|P~eM5RsdO*~%uMuoLBG_U{hbi{Zi4H_@2yJA7f}r407&tsYq@Z@V zR0b)b?wqv@iLuuvExaw2D}*I##r!M7wM+-{Of;9Fk)h5RO5X#-j7e0zonLavBgR0KKUU5Z4ZL2WTXMe znVpljiSF+MdS9!qwzh4TD|_yD`Qmyzf*?+)4%0`+l^39^()kuoHN zB)WK-TQ8Rj00EK009H0g0ArS}pKP0PiEz}~b|iOOV6><=mYeD%0zpdR+yN~i!M*`f zRImE7Gfwu2cetpM)J2zFeGJF9^_P!MikAwOO2U?q`gl?Th*>k%DUaYNn{YGk9pCx@(KmH-;@}^m#gK z3PDSHKIWjL$@GDY#K+?@c=pF@JJoli#M^$E(g;ftpJS+m{CMh1iv{O03ftjGJZcIk zUlHL(0USemwyv<)XIH|75r$Z08eZz#Z8X?I5IExYQjjnQkoQ#yqO}t;w1tYtcQ2uF z5|u`pR*tO*!CD(yNbLYm1_=P9fK)MEIyyfGOv==6Lev+znnDvW5?YkD3S5-4A!R_M z08S2YP7c|?{O$|NgEy!;ZM4F+%7un zQeHHjo)z|Wo&-qNc#B_I8KgSug52$t=Yc3t7$X4SWLG|z+SIe`kncLjN<*^VMbU8* z^irM~af?N1Ckj?dREz>h*yjT{pie62d}l(%w>hRY5ri!;)S2mXjtZMGWALOBz$s{v z#84dhYEe0<4@L@4>~o_)p~6397fb>NwxZyXc!MATD&Pk(F_E!l_3AWRv+LJM-}0 zl|Egx{lSPX`eTS;wdb*p+DC!kYP$y#nkMx{+|?615ZmaG=n)u>xa<`KwsVl7pDlm_ znQ!*;+*rv&%2yHKAxRyTZTTbp%Jq&fKIy0Ab>6O|K@>c%Bi$A6oe7P+OdLsbL;S^s|u=O_SBfFB(mS6tv2R*$x)dq;Q;k%2|&k=In*;= zJgc?Uacy#=q7-Hmz)->#1B!DB9s?mG8~D_VQbm;-=^@8&cPER`R2XBd>;)x2lfnQ5 zoDP1@XB9rU))u`zZ<_+v`zx6tl$5j^0nqZ4Nm9;Ez!S0Zs?v>W_LC*n?RKE-$NdpS*+^p}u5FwpY6OFl4)k;^KlgPAor!)){{ZhUf?jqf zYC(9MxDb@{P^8U!2diO@9yQ<+cToTU0XZk@BAf{$o(}luP1lI?B*Y@$Er_y{kb@zj z<4Oty6sRPFjBk)~2p(d9YC~^>jv%0vD1+P-GCYs`4}~@;e|Ki@u#X!9+U+Q`MxP!& zZjz$Nm%x-08KpMZN=Cp15>I*0p2E1eb9tGMqsHg|0Bb=^@O9lZYG(0}xZF7W*sWbj zZDk4=P}tXKnE3G2gP-Ct{Z)6rGN!I8JQzy*L-f!mv}1+VkK{N=&w<>2np#jZDT&V!Oc&kz;Vq;Tzw=XyAJ zc~Mu z3&{IuJIYp5pVLXutarXtCn(WCXTY*@*r6v+o zaoJcuqJwBBI2fl!uzUXi;Y~2UNb&X4t2qD>iUldpf%aA%*mvTx4%^o^GIl-`32uO@ z+~(cj{dF392N(p@n&6z<-Wcv5XsFYPC0tyBcPBI&g(VTn)OH(V#M683spnMUv6IfX zebVO&N6ARQ6~_c(gC{)scZxk@Z#uy7KJV@AtoPvkR2`#8dL!ZZuC2FH3V4#DG6=$w zam^$g5OyHcv6B9%vc!!V-5IB(&5vwLk{rVG0EX}lJ+tt<}yvSR7f|0~Kj^_u*l>=CPyG7Z{WVh3Fx5Ad@TWNT0 z*Av8!B;;oYf47}Ux;NJMUXL!zmuoLv?9TOSxyDLW)Q1)_cocR@)AB-(%HhEW0Mjm# zRhgS*(k0p>@~60vLu!097L*jJI8ja$f)=HysCGaA9GoW9v2Ip0Ib&Pvb~oar6fH^X z8pvM)7s90k5)@U!2?vND8V^(I>(ni2(Suk0H9Wfkxe0b!LxCznKp{zSC+4W2k-5Og z?x_8*qef&yT=@!p0JP$Igf^usIO8NMd?%hW-+|yNi_n^?^U?LytNxjmnQ>N>H*<=z zQp?1tTrH45C43`@6oON}axG~L4I1sz~AptCE0u)g-zoE!tcEtQgU zK*iCSZrGOv?jv&ITmJxR#+>itR>Ba3geQc2p@Fd(#yf>Jv!mo%6Mxluk}am<{C*Uv z+mxc9RFsd9q=HXb#!~)r7+TLWfRU4&<2C0U zYj=r$y-IT575Fxg_>i!ZlH-6Bmk96MApnEIpAC|b6RuVqVJ(o+#@TPn zKaxG3eOi?I)2Zdam)1FrszjWMhSDBZMrEUjF*)sBcziQ5Pj#1_LLC zA`56j-g^fQ9u%aMrzh$>%4)rnbhyd5x}ha*rSvIEj~)IXPjM(n;_mr47{J_`30t># z@p`tLc}|VnWlPT*Mluplx+J8f|d1P{l=$OXNQR)8_Kd%Ot+*O=5KkfFK$>F-3tN$aQ$qz~{Fyz*lI{K77nul9 zT6i37!Is@e%~0sBU-*GaZSX^AOu>uL&8 z;!25j7(B@N?fLT^{nQrjaC3|b!8_xatz*2*hFg9+sCB0j7Tbtd5>yDtAdX`dx_iY1 zf6~;Y88Kpy$Y8AP-lcw_Ra1wFLq#nQVnO>!s2X=!K6D*gPW-u5 zqtMJyn70|E9woSjLGS=%{bs93$OL#*%h8N+A4Wu12nIo0$ImL;>H>mJcF7p^R=u9; z6h&i;ZbE}`{e@uXmf-l-oL&A^f=4b?87F@u<>x>nmIZ2Y&pGklfJXVwXf`?D>+-H@ z&iidyQNYeIS{{6;HCf*Vio&_kSTc?FoGsL+@NwHoUcdgKo`3t4>965HUZ=Dy!-$vN zb-ukyZN9cjQsPQOWlboRpn#)=BM8ptY&HH4f8dSh2Os-EJNnvsxVb4>^e$@`;}{gj zW6)yDLuvUd3vt9Nt8oO9oD}vk&ji-$c0)YvNp6`p3qd*l`&sAz08s5h^(D&nZ`4gq zl_KL|YGcf@Bckg7wRhPJyF)o(zpD9V zb|mG!#D~SrB~mz6=uzR20V?4c2||<01Bg_iCBIu7xiE!Bxl6XqXp+pf0#s9yGLem)+wqmU_nFS;e(a9OgcTZT5ayyO#_0kro zyJ{)YZ92)zJa~$2hGLt0av619SX!38EGvFAj>?D0^R6+k8u|>WEKk$0H48CRl)EC) zC#ZOWkf5%i@&|e3;pBZ(4R%Yr7RIl3YYnnpmgyeG+pyqX5WY7S-&$5e!oMH#fht0k zx!$1~2VX{qDZNpuHPMqH#1h4-5?o723K+|&LrPNAJF;*&y3bI=lEsSOB@QhLN?(js zB~5MehgQ%?$MAs_X6kQ?u8plM&T~v!8k+vm+C)INTvz~{73EkPZgJgJ;pxj%OqA<( zojkW&Z<|ryJZK%+4YZ)0hkp?D&`z}Ev`W=_KI{leZ(33CQj~C|N^RKgCvNNqT-(>- zPggslubOJ?G^B}(n9)-SEVtCHPA6q0wY;7JbC4CfayKKo9>%gps?)lEST=<=yA}P0 z=OxmfHqiPN8EGV7C=R`~g#et7$pjjcT`!R|t)yEn?~7U*$|Fp06vuS{^6PQJhcI!% zq6r|8p6Hph22C>+o2A<89gDNmU2T?JFR_wpH$YA-VYZVoI(lW&mfV2Ih^d>A5mK3E!&-(nRaY8m97(ObqaB3 z0O25#u2~~&V3SNY`PLmneE4D_ow_pAMMrTq%aWL#4Z>1F(ZaN#jgC^H4ttf725G^; zu5+d>JY!c_vo%>R4Rf8FY2zBFoLW!mk2(ghurVu!d;b6g&x+qxaHo(=Vx=gn1Bh^^ zZv3AO>RylR7PhqIp&pHIy7le#QzkyARLeynAt*;zg(Q)`5d@94139;B#b~(neC)+K zsVOeSaJ=GNbBR$Dr3EN#NiA=K%vB&X&Y`u-x!Z9Ds-6iZ&80K_p_+Q%5eAS&hnqc*;6`{IO<$i2~ax{0mf?M zuuJ$l!_iDvR1oy5P0mYb1Le4|(y#{G@GZ~%Dk`OPcXL5fnU`aGhdfL#jj(@+=6~;s zk@U5sUb{D;;n=1|Qgq}FrAr-fKcMXc{YD5ziiaTS%rI5HlH0|cTtz%-qp@* z_{F~Dde&98%ca)Mw%j4`H-tAC^(TaLC0-{ZdX8zkboZQ9>gtDXHwmANVka0118k&c zVSsn1`|X0^9@?bbZPO$5r~s|NRFHg?%O0anT1_(DwlQ&-wN^hX1M5ko7hP517+W0TS$mpYeN zZKaeXmfR&n&zd>&$Fi;sPphsl?h_`!^k{J)yXXo^*)A?Z!c^emBjhJ#aFL$!cFsD$ z$#F5NnrZIh=LaUl#ja?GwD|HTa^&>6C8+6eNKy-(M2B#cqzoK_GDklC?WuH&j90kR zCNpk2-^p6RLxX$+#65>&%eYb)_o&mJThU%h<4TMkTP=jGOsxE*sP}G0*zWVFey7xL zG}*SrL3T#~Pa1GIa+HEs;hbavRZLffRkli;OggBlXs#_VP0|-gZrk5_)f#lC)ULwa zZ9z+lk}@!*gOzirE|#!b-Ij^6C$34Cy8-6HTqK>;a(6uWQY)>Y_t*oBy8G^MIO2A~ zi6E=gIn|4#ZT7PBPt8Lv^*}KRlqJNK4lpu8hY34->U6i>i}d;GuG|tWFj|fzLvl%V z=pZ1zQNkoBqbX8HB6;%UMh#3LGRBwEZ`|hP<;9K^Mt4~N1gF+cKDvqN<|4{wT4l$5 z3o31VPIE_R3P2;j3E#Ur*LkcWe8!Oc)vhd62g7f>#M|rK1d^Wtz7@WEwx(?rY@2!e z{{TYs1ruJ9jTIv8cvFttE)TX_LPqT*C={hW7{+R%iK`r^<7wJt5ar=%92pDBg9)Ku^&f~2I3@hAk0kO4lR zL8{9eQ;XX#$@p=Y1;U3JxJZiN05+~8__XKclyIE)DR!8?v(e zRP(8tD`5{L1Hh~tcp7B4kNx-RQ=Uv7efzai+3bg7I?zsXlY>DH?Ih$R>_Ue0@|0yE zNgEtvG|!B7R5u*OJ6gzGRD-!eDd+vWjRxF1@~)U1AzAP7td#S{b3jS$Cx-{lfIDsg zJ64G&i0pA)04IFb4g!WKIh>Vp#U-48SWN zQ6wI*Ljz;uTnb3oZ$YLxng9op+Ow1Md%4yYd$1@rYaC}A*Gb9Zx4JlY3CONU*o}_I zed$8?VR#1xI6KfKx16Ouu5|9lAx)KJ_fdBhhAR_JU2MxJbua>LfmmJwv{QxY?O{>rZ8bchhplQ;c;&a zy!Ryq0rEiZ6cO8xQo)Xx&F}<)+EB?SJCou(s`KdiQ6=fdkrAl;5)yj+Bq%tnVB{bB zryzEC-*?HjA-Y4w2>Ev=$3<3#+SoRgmAcpqW%2^PB1W*eMrwn|-J6D~Ax z^mj5iPl}PBFj8=H;}%@Wb6FNiky6#o$ze|pGRt=tP7;?SFCg|Xr4k4PlC6|Ut7gTj z>>8<)2IqvVo+KoK3W&k%{{RSgr@RBqR&_3b(|4O9qB9SuUuo9nwsN4goSlj7CqI+i zIbwpHxj~(#FYetS+utxD%1T*W$m;4`QraYZtYl+|gW--@#dgw{i`JI8{>pTew+oQj z3!YtPt7Uvj-IXA0Q@9-Y?vuy|6wA2jtAgx0y{7{zj^a}%jY)0j+$(WN0RR;#*HFk) zgz*rNleYBDceVTtDanxEiui)I45kW}u^q#@60%a1uOt)MBm=fjG8aCh>0MnS+o4)4 z(BHP8r7O9#@`uX#po7|IV>!So$QT$Rqf!zk&2k(dzNwTRCjiNCk}yE;QQaU99|4-K z+>z;0ReQF+)H{o^l$1eh86ir}22NLzx{nA>{yS9HO5LK~?aGSURTk#Tf}LqgIa7nP z)(rbow=OJg-V@C!V_4!xqolCjQ2zi{td_;ou5LQ>qF$ z?F#}(h%Nf_UVP(pM} zNqTD=g#`jIPW(9?lSs7I zqtseTBdDDGhpoY3UWyb7m`at5rAo?BF_XZoj{+zWDmo*uu>~o7B$c|$P7lRrCyBB% zzaxr-YHd9l?%7;soAkA(tV+>|{3c zoH^l0Ly82eJ?Q}8@5?Yb(bLsGA~{01+{=w5mcyq#qnvgeNzOsW`0nNuoyt4WWVqb0 zvanAH@ji5})g&zoV~B!I!17S<{{Ygb8kX9{-zrIE2~tTziXl8iY!IxSm*#vbx|e)MRg&Zt$J~ge*-`4TU zhLOdNCAW-c%zml{g$@+~;wvKqB-Xt7=QWehVL%2(HK@Q!mUamoM3eQc@w82gvwUnRJurwwcn-a?EEO2h@^B*NO@o zSlkS|`|A9c7NPf5lO5!A*dF4T#{$h?}VUb#^ zd|-2}GJEzE8zgRb&$fbad^_t>zdFG=<=;WFj@~}H#!qk+jx3&gcTi5*C(CLKDE52t z=US3ZPBB7>A18kb)m`R*+lwNK)h8@n#Ml5_t6Qo4o7W^Dapr{vqMZOTfb zwKXFAa?-yRwRKG@J`WH}Vp&5ay@1S*Dn(P;1d2YpIbTl#QH17Df~lRfMY?NzZ=>semMM zIQ39Ux6V(U1#zkM#)p1wqH}j>=J^J5LAd3$qFYU=TrVYUkQRi5DP-{g1~W)?9p6^! z4wj{9Hs*^plG27{%6X=}CD+?f1t27(gz*rdNlCy@J-{=d5bfsiX`H1K2yxD-MIRVK6@56qb9yXrUO&O72dD4V6H2@{n)K!34(M#Om?`{@rrtX>s5`6|n%?YF6E^eE1va?+Hw71JZHQaH9Glr{+O z1HY9sYi${*v=i>BOp9HrUD86W?8ljrjmlNRli59A3U}XN4r_IJMs+bv#o{>5z8iIV z>R*eC7?Z9#>-p$zgQjJ@cZCeDE79JT%P*`t6T*co1(FqmvT}J+{{X^5=0C z5fU^=t+>*PLXPV^j^puz#+~{dRl`>6sPc2TnUdai0wUdA zVF-0>Eh}wA9N^#_U}rc39yI9mTYGJ(p=o~J9Z5>tYw@iQFa}l!e&cTKumwN(>^Y3= zJyZT!w@p{%$yf3CQT0<9v;JAPNZacOjrQeY)CpXBMyfWsYXBvg?UJ0HU9p4T+>=aD zdNI8sNtF7TyDeE)TOIDVKglPI59HE`+BKPXnDQD5cd1@dmKTzEPY~h*a5fyk<&OH2 z>6r33o@zs8FQdD$ZC#auKPa7t=*3kySw#on%gwe zLupjlsg6=G3i}F922SATJn8XTe$jDUd1<~R&S!-67bNwlUk>;x7*dn58T6_n4BZOcB@^h2DX5|*%#56qQWH#C13S4#Ylw<-pxU;v02&=I2{G$VH zGag#w-=kI+@_ANIy-dfK)gJv2u97betuiD#W4598St(42tKe-*?ozf&yf!)7qOlh1 zmtfgIdP9vRPOb2JZew(w{k;8K)RRKBj@(fw(*Ol~ji5 zr|gU>I$}eJ;@MXOls4j3*dygDa&wXO)|@ZpD8%|Ne+l-Tap`8v59P42zKh=7+im{< z)~#{rWpt#LZc$iqgr&Cn#VwSKsYNN~JHP~jYHen@MrI3WjW#oVV}UOaJ84ge2fMqv zpqD7jF|F+p(Z-cHi3>xR<17@UVC3L%;Y53lPVM@0)1yU|JU2C#maY>GK`zKrwjn`8 zaw9zX_g1PX!N;3KT6{gH{>yPH$uo1OSC_Q^0NE&TM26&sgohO+C7@80?4@J!KTnlL zwWgr>3KRWzR@VqB3BbyanD09PJnNn5qh!1^^A|}deJCq!Gn>kIR4@`0PId(6eY>iz z*Rx!|Ufpfkk&!J2g=onMS?O7BuMy;8a&r!nG%eg*XyB)HeW;ocGoYqaHFTiN&1T z@zwLkxke@xR8DPiY4KDubo48OXn9Z_W3Ev{YL2YsLnjcu?js#*wmy#~W|Xm-I2&=*rR0 zez=p5`sXVBBvri^>GP7Sa7vnWr+`yVp}>36b5Y%VtwPPZG>tyBp~R{7+{BjJ1g<-Y zYdvCuP8}#9bK5vH`1CmLxLoS`wfyuR6Ymt$cd<8eej4XD66qQ$oL8dGM-miPo)UHh zDMPzB#}OlZQ!|HFEO=?BzNIWxm*1%WSGqsi$Y|e`>icWC28W%7Z1rJi@d8F zVzyBJ?9cORIR5};bc0PpddRtGoZ{Bn(#uiSQc8nOg#?AGCnN#}cFr?_y($Y!ms^6{ zP*O{A_esb-m43SBtU9UJFqoK?L1`gfHtJ*I%7@n7O~@D zmRpkBgb)I-uU8}X&_9rKxcci<9^U!ojg4%s{f%m@Ms08u{70G1h95vNy$T+Tf zBm$w2T?aQtQWb;jr0egIt+pq|oul#?6bjM4Lbj&OK|DibwAzPUvA6I?jVqlo5aO3r!c~kQ zc$$XDb#J`4T-`+E=7WmPSI)DZ)fh-Ty_5`X-$AmDMrhwSNy@eW0pD3TBLEE4t4HbN z%Ct$n$|-RykP{dX97-|!sRz5j`DTE&+FQ3mZcN0wW~lM?Xxpn!1{3B@D8ERF#PiUV zmVQ!-kPu16`*~M696?Jgx?WE;6&>;V@lV|!StH1E_DOta`U}wUwZL`DJ;BR_H&BE=(`ZRk zt)*dIl1IuLjC*N$Pt5x?eIqz{9&4Y6(d zaee2M+8ht@Jkpw2C?IgS;p-Hll%ynZ91V>G+fQqCU!z9T^W!mZmjrcciNl88T1n$y zXyh+BIOaF!oYb>S$V#;gM?C=(kiaTiZYfRmX(I((ecRv<9OG?`dFEU4WXTd_JmHcE zJbxuXj#vYhKB~Sy2W??wy-$y)H78WX%_{37toBiHPy{3^d<7(OPB3|n@j+_pc)B*> zq}@%*KfplTw%vB z08*2TgRmS)AnY@oVuHQ1Jc!*PL$^zn)H?c-;7r*md_EA^N&-|qQnywLi6o4k;1_g@ z6&HyYNQ~RQ50@MvHuWiCqj7WPI-oJd!jxekj%ra9g6+}uqU&xC+bz){x)u2N(g}44 zT1f523t~#b7KcJM zZNdQ@S==iJBW=bFSQ=?Ioj0MyyHd%q$Fzm12$J-)mZgG83p_&rk=>OYx$>w^uA6F+ za&pI`#91r57>-+mM}?-GWx}!sHyBEApCte`0)o1~SZ{V@Dam%y%3IG`0X!-IU=lb% zNf{V8#>2}j^I|o0h~qC1pf*d2NlKN!$x!hd`>OfU*SYiGk)(B;5gL1p;u)2{TC5y| zukwb#_~SXMvtMZIwwkzlOVN|)?i>P0;qUC64qNPbgF#YXtq$8JDWK^!o6)X;4|O-)K^$;oE-W__x$s+q!@)lP01D~Rj)Wm?UvKfw zK?{iu!SZ|@aCe^s`%d*|oRUc%bQ>s=a#ft3W|;N!<~EO=ziHCj1JtFA{Xo;%!R7@) zdS{kc)6p0~-ES?@Gt4Ej2iCDcPOz@E)w|ram3z*AO)f#e#Ug~9CjbC3O0kk~4FtEM zxT03LisHUZMjesrI0zrs8o3ro0C;^>T67~9_Ql@dMnG+-={{tsO8XP_Rgg{(EdGiC zDg>PETV!L-v{Cg@#ovvM26^{Z7JREhuMTFhlfGy+LBQm5S$~W3@w^JX%*q_*)*bM&w&-2g! z0Cd%!ord*Ueh%k{NZmiv)A9M^R#Ds<-A>47oun5t{n)geoQGYXlAqYQ_rGM}zoqGQONZR7}GSwSSUE7BmLYnk+worxesDP!ot`rbP;Aa>k znWsG^(N@2Tz(Qwf?J}i<$0ZSyE^4#PaU7*T$s(@%J;95uvNggg)V3rbINo`T_YvGd z*!ha7uKh4em8#yf=}Qg9^4wPxhm{pc%D5Clhy}HhoP)kl4mLgX6}G;KrF8b9aunz8 z+RpCMxFowWVPTNw2WKb+#Sk{(3fnyMwMcAFiTZ8519#Gk((O%ImtAg+!fGm zdj9~W$<18ef8eWIZgsKctP(L4pSoMlz6h z&v>fUS`_PkjV+cTa6}uPmYF8l)2_5smA1;uNecjiIND1q$nU}28nSW;#&J>UFt7H# zK{D~Cp0`M9;1Fip?hZK0OUOV#dAAUi@REe3DoIHPfhQp6Az2=Qb$~|;T9(j(#Fb$W zNNi;}!Pz{Q0e$UZ0(4g*Qi8oqFvj(W7-2<&YP*$|g9#?G5*!YSQ{1XGU5tQe7q7;!3?- zSwu!u!WGrCl2F<~P{}-QWReFV;hLZ|#CBszah3@!qwz^3Z^E5{uSROChM~GRmv8M_ z?U1e9FQODF3zp;VsFVe*YC-@B1wA>WR#H6Sf9%N-|T5_Byc%Kef@}%q4F0<;juc(sSeKPJP znXLL;K$S0uFqQBO{NQkqJINj6dX~hpT;;}oY=w6yKc zWwkE0!z)n^uYpKYXKo~*f&s`q`5SlR6)kH{Uf`&^Wz>&F93XJXLROQ3w)h`mt@TlZ znM`5gT6j(7Ia*>lB5gZ$o8FB!9EOmz08nzIAw{)10LKm&#xOQJ6z(Z}`>aPa>yaK| z=42)~Y$?|8g{XX<(sGfw9LT8Vx71fFZKOifQX7AbTuFSm*-Ejo2~P@7f1N>_)i-{$ zA_Rpp$WD6F6TyMpl<$uUs&FwaeA~wwXWH@75t$v=gRYL#^FL;iX0AJ_Wek+G@(6Jo zlB0zTjfp#F!j)bepKX;5n9a2kR7G&Q{svrkJE%B2M~D%SeYBp#s$6;ylXE&!5!MAcMec-T{&fn4*yyhkP~@=P0B>Z8hU9H#LelL`K=ziMYt;_VP3-l7!{ zQk5a*{{Vy8Cx{;qoxH_0Su7U&u(h14^&3Pl2AZZ1&Ox@8wE6z0h zSED#UJBw=d2N=|t+;vgCXOkV2F& zayB3ye(YCxnSM)^Vd(OjCMn^zpIFxx^J%B~T%#w9+-fG?F{_+sQO=k}+`e0`k1XA+ zEj(Mv^t(%&a^_lD-_#VEap>8tKE{-{+ATVcB*n6oaHc>JonI2vp@5^pPWbGo)K>Kw zwq!W<-p070DN#(DV$^~LHYz~{IsQfO~NGDOKnPKJosU}cGa9ki-N*VU^( zWhTGft@o=N(eGBPJ;kIr+kx2W%G+322|kYD-9(-oB&3j{JL)UR@|-Q|Vy`Vz>l3Ox zqN=5TV~Xj|!mcWho%-qO@1;`W6>wo}O^Sp%j;Z6%}| zwDE$D6tTm?ag3mo%f_*!6J=qk48fmgiX<%#w+Rphyd)G2$Wn+=S3Q<{v9&0a!}0F- z0{bpCkjD=aND3WaFnhvJ1v zU1Pm&P~hTkeiAlUE=L^dV&Vu`APuSoU`hDu)MO9wD%<%@)qtVIj|0lD(nRk^EnlvR zZNSxekJmtTz8=sS9?j|`Hc8s2juXOjgOSM8QgUD>Q;j%>Bdb3t9i;ERaCaX1W>Hq` z^Z9SFd5xv9UN1*&TO5t+qQK$Le?RT@QhQW#5Tr8mPp3RXfm@GQJJN-ug<(L0=Uml? zRXbrZF)b0=87I21te*|5DI^YFyw)AZ4tzP+33GEf!5!3+R?LzC&y6craT(g1E>3n- zIeTas-yu#M_flsu>-N`YFiG$B*A<`>kTHQlpuq%zgNniBjj=#VMnF4q=UW_O^-yV& z0oygX%5j~u%X-voqDoILb$R{_x)#T%?AP0_q_V-f$5e*mMNF1L`o0A5tfZbqml85D z@;!7EGl2R~#>bW^)-WJqy;XAPU!vDs-%37(5LNqDY?Orm03n5u z)zeuw{+!4uQA@3Z!Ve>!gPft>$2+lnn ztd{~1Rj}rE?j7c&)8r}kkd-CACIPFDr93N4+4C59YG;%Ns3NgR`o!WYA>pM3VObl2?c{r@6R|{TDpZ6L-bTq-;s+TA>!}se z9mN`c9K}d^+$1zmTq*zpa5LO|skQ_a%uBZin{_NQw58Rd8zd3m=Rqvc`kr;N(=E9V zrA(#CkC%a)vab*@vFCKy{zMtPfLB9Z7phV zIRLAvKt0M&eMf<*lm)u}0Vo>5#N^`PQLP+AqaHCJA z(-!${^vJK<*>y$5MoVCY7SY>Sd&7s11;PPSis1l^5Ekb^eKr}6M$($vUksy$;N0Cf z5)X53ldxZcj>_b4dHN4K60NJ}tb26poxxU^a3sl^bHy1AcE&mJ1Ir$D==}?>FS-Xu zi+@NrI4{1?9)!wXQ_~WUnC1o*+yTzqiRD3TYHLY-FO)vGv7QA=c?b6gITA~t!`Iqd$A;2 z=0ix49k*Rc>zW;xJ0NyegN%%wjX6xiI3UlB53s z3YFM;E0ZL3`j%jd(HZnu_$xogS0U`6kJ)UxzguZBF5`9`Yf@U90dKSvw%kF=LI@y% zjAWC8p9+)NZm>1YuH&ZfF*>`XEVVW|+rmPzveWz%pIPuPD*%=$7+x1?M(g4S*qyVLiFhg4Z66PWtg!}2_Z!}an3AmK<07C zU@FZ`WPZaUdL+t->#-#+Dmu3Vf$)-eQlYnS-#m^vcR*Eim}M#1ZY{(qLy4uV@ZfSD z&l<40WsRw0YUifk-Bg=v$q2Q)z#*0zA0?6x$xzPZmBa0h<3)euF zS{retNlMaz#hzpPVyE34XvaF{^#%QcmrfTNBDM(dTE~wf0p-u1CS3y()e2a-UW3jp z1Q^VrAxKZ~*S_b#V*{O8arG6Y5P_3bfR(3Z!~lk|b)!l9QeV zgnJNxKGJ>k5!lJ>S5T9_f3U1a1SA{`cUNS94-wfTb3tx&O&u}xcy#P!$y&~Q6NC@@ zrln;0_j0DKD;v=Cy|O4y3L_w^_{teSSv25Ot+7GVAf3RibL#b0oM!}Y%7RWkR2euu z+g7DVHH4_-U<%Zpdu>6u$UYQjW5tTlpJDrGD)1g#&};}C$FSC_S>|&=Q6OYjB`baC zI>$M9{{R=4wu;s#?&tWY^ifzcjrN=^)aUSe$kI0*fz9&a{d%g&=AEjx{2zb7>xcSs zfA#9C8;Iwbt<>y>dD?HeZF#ffJGl4tMx05;z|&>TU)_sFf6BZ4QmMzD{rRawAnbf- zIOU!5S{{Bil6y1;;A1;e714hL-y_|CK8Y`eB-6+?y#686;4({R11F6c*);i`>y(C> zlNH#~5FBOX6fFwx1YpoKT4Wmzr(LPh!E3v?r(qoI)SMFQK0#m?6XqTM4N-R2wPur3 z{Tf(pk`a0`-7+O0g*_>h9UJe00`EIPzMm(yi>B(Ulr$H>0r-I_)%05zeYnPw)!JwAhgqe2t8Iq0{Js*YC zWjttcD>zukarad&?Xo53Q%x5HE@B};T;#)Ld@7Z~a1aRG4rgufD$%}Q8h#X%vRp!& z;RtlAbt}9m_yrC9e5$5ho_n{oO^#fTCOVK5`%2*L9m>*2tKU--Y1SkVG(sa@bpET; z@ta`}El8OT9I~<0l#$jXIs(oPIFK@S+rp*~OoeJvm2s2ko|KT3^{MJsQc1=_fZx^u z9#vb)w@tgvWmhSyxGq3SM1{TzkTZ?E2Kn2=-#BgQw##XOZkqEAwAo8RYU>m0JbYR9 z*Hbjijdkk~=xwP%x3P}&Il@QRQS086zS-2T zgsk&oq;1CIDhWQNaz6TtRZh58>iyjH9a;!dd3N%4_tFQYKzWq5>u$8JkQIZuC)eFp_N+h^+toK_&1i8G8-2NoN^z7a z1xQ|fn~!0uXG>0=uBtPa6DhT+DC*q9iXijJJMHFco}9Hsl)gVhagxwUC{hnC#zFD! z$DLUgJqczu*vh-KneT9Jwf1re+lzw$kPb7qFKsihE8eDJd^Pl)eNz=o8l%Rx7W(^i zw8e0&H~U&hY?bF6AOZn7?!|8{`=O_-debrt>=lf1iptA+*N=Tf#Jhd=C^}z3Uuj4Ta>q6UlVOQ8!feu zk<}6uPET@st9zcHxJO!*5@pEAQh@?XyCpc-a~^-DwTG$ist8TaBn!N9;U#Ni2NIrq zlgRfDbxt-*ZFrPh$GhjMX^E$DsgFHz?Rz z(Yl&D+FIKt^4x?v>s(8ihD&Wbx!hnBk5&hLCRN(VZDrLzHXJ|+S~if#@yZqm!15IP zV0F=9hO1*X+4j{k6(6ZdilT$K!bmCa<$+kM$Z+eM#Ov|f&;J0@oJ^XGS_h_JZo%5qOs=2EZFeU!f0tfWh2!!pMsg_ZSB z2O_AcwQz%il?1q*h&v2#O6@v=$tvMFG0X6l9Bgs2=NDP{q@0%5g=|SrKgp}3`6;S1 zF|gvO@c#g+abd}JxpxGk4xuYux={H$sbHlJ z4qJAPalY86M|3r!GJn4B_T-UT7MMoov5 zMs`h!6-UoLwlQ0s>ZYLJfUeGI{{Ye)`6}UX4&{u~Iku(Dt_-H%#^EYF3mES?*n8>C zNLmt=EecN%2XVDm6J8&KJ}ym(hrds^Hu;LPf)>(=?%aO5)lrtDlF>_pACPzVbFN1L zN0%z+#8N>7?cr0TrmgCEYW;LkX^o9tNlN>{?*^GJ%N=P)JdYZXxh-J?I1=hWRlGEC2$5QNZ!=uVwTN zW>u4-TNHN@!1R_($47q?$}Vr}3Io|*MAKHsFS?%9WN2kmrZpdJyDC>``vy&W&22Rb zGFd`G8)2}Jk=znFeN-Hyjwjx8yCDPAKjKX&K3T3&5>mne=Zv3O-n$G?U?}gkCw>$s z&R>NY(mUK~D#yH5@}5Hp1m#Lm!Vo#A_zG>4cXk^BOR(I2GD$AF$p@<*JSTM|cc^mk z#z+OC1TcbxFc}B@ii>~uNUa6Ev;rHEF$DMeLY4mjdo-z+T79It(!$cAkVh)mk17O+ zjUm2Q8B6k7TO;a7tzJ~tkW}R8oC(~Q86yMC@nh0X%7F?>TWqHX zpE8=Ht%WBlQlLeBg>HF;HI71?t%yrxTPm^D&?IlGb~>&2qSFu9a-emk{l$=GRzK zg+FdQMI-XR7U1^nK=FO(gG^jvB0Zl`w{9Z|QdH7k3depp(}H`=G`09XBm#4))>3lblN)Ovfh&HX7S=lOMnjQlG%DkRQYb9Itmo7 zsE#MC_ZaI7BxkT)4Hf$+8Z`GsdfP_a5Q{Um>z$3&W=u0Eq13Mcb*L&x86%oW1ML#K zmX^FT0sjC+f~2~nsE!8G?iG!X2v+{8K_jL;9SVDp?v|ZRY?9aP&-s^BDRf?! zx;T^)8`ZO6n_YG#HWSDvN%dOUrUK9 zQ3Q2M*yAPpOU<99o4#NAQR0Dmo?8%|xyEJra#GMoR#4Mtiw(RIrEH!cvA<+tfxG^^ z*SCd2=(|tHwAHg{IG%Z7uoR$Hahe61`aF9EyJGvNtuf(W ztna^dyfkNar!x9mb>b38z~fYgfZqW*?yG9Yq@v##X6~DkJ_weCzZ0n4ZnUrzo&NwQ zVh6IK8YA$1)Ar}Z+g)52sqSlETDA(5BL$pftxD~_ayh7gd(&3hR~{@@;lhr@SnVJo zrdVtt4Wx1jNZ1Mv*63EtG;+I+OYD(v!;1x~a-8Tm?U2OW{c#0lhbGn@*E^ksOG#QC~@=MpSyhg_!|j@m-ZQgpx5G6-uO5-~7DnoB1WVWIX6f@v(YOJ%#)7n~cS8zkAc0et; zIm5;Rf!!yW10a%lXP=NvUWpP_wnKM>H6|meA@n=4R-adJ9p3u$E~^%}_vvvgGM<6gp?fdDAzKN5HVO%cHDBHRI8zJAuhCq_;CvA&GK}8;m?^L9Fm9B6YkC_w5OJ9 znMmQ~K_hRZ4MP!I%1nR{DGViFT6j;_QCar~uJ<=*K7{p)QBes543m>td8DY2M&7#P z4X`+fJ7$4X~Nx3{{RR5v~>J;-tHg&0C1|YNy2Ko=m7r!>}>8|^VI(U{{XmMSR~|D z>UKjs?KfQ4{n)f){G;F1Dx89|&YEt;BJpR&PvhO?{$*dPoOsi|#-$FO$9l&Z=igck zV*~5;(38yVL9tNc-m&A_HK|Z4%?c+xyr>h&h{N*ZOITN37^t?is{{oMDJR7zY>yBR zFF8sDLKwF-VWP( zs$p%L0(^G32?Yq@Q)hCWxo7m$SEBT>CdTZS3v*_IID_a8^=TzrgdMg4IQ5@rT}x+b z4emUhJ$8ixW_X>9@{-yg8QcVKjj^|J@HL{0mlC*~-tKd&l}UUJDV_FQ)qoH#$OlW zRG?H80M0?>obu(cs_N2FHmdNlsm8*zRe0wJDUD`^Q(-6bOgd5Va{mpWOU=!rYErzYJd1YND#M^G?AlwORVN0g#D4T=tZ zhLy_E_BNK#Oe>v{)|7Zq2~$eQ@7*N(>adA$nJWBD1@&=K3fIDL3G)8Nr&b+RsZ#5$ zF)ay76cg1t?+H;E$Vy1T<=!{0v*LEg&z>dl=WI-M`OPbZ0a0W<=$9z6lu(3->Q?|r z&parM=N=}Vt@CbBTP?jE#+wddDRBgXF`bk$2K#SN%ci?T2}p~3vO!vwG95~TWk@9O4B}H60RK815USh!hOqXrC-BOoWRFx=|^~&8i2Vj%y-(il;cC$Y+@Dl5?^nR^bIO`P9 zi!E67gdF?n)>WF=?^e|N73#?9xQl8?>zhH_vS3)DI(6$!H;VHK;Fn@?EzR{h(Oixd>y4^P^kAH$!)p}WB zWd7wLCBLa$>xQIq*&fvO(p9N4lFE>$7a1x`sYzN=R5$@UXFCq=?sVlLmR?Ci&7ss0 zx>k@yLbcm*pj)1cY>RMaTanix#lz$3Sz!uDac+dD5R5DGL05hV1Xonf4ew0NGtb(3 zOSr_Vic4pCb0aNq?sKCl3rZc2a%?`7D4{AS;@s`U!g0ugJFAqtFQvUD*_J4?)Z)^o z9f1B;oHmd$g=CJ%Nx&nzkXj($?a^FY^5DvPL%nmY@hqes6sNMh4q+gk$loWvxJ9_Q z#n$lTm~t9grM6UB1z`k6U|^BH;01F0q321-^pR-IukXuL%ZQ^6_lUIkYWrp2=Tn3LA4I9#r8K{a2@%REW+>YB2dvM1PHw>%l2L+KB3Y zly$|6Qq4*+faF;!ZoVt@9J%v`i3IW zbdI>|BZ!yUImp}|wVW&7gG?++(3+)OQ8gu&Yvf=zcaP}ON$~533cbrTT>3tGGb(YW zF7VnTXJWo3uzf(3um1qJYPvFfY%lKZZwa?a)hspt03CsR?8&Bh(?8OBNnq&u+jeA1 z()ZL#NdZYpR+$6+j@o^wruFH)Q*BF$b|PlBg%G0By3G3V+8(6}Vu_=rLmU?CtVO!o zvXm{=M|5Q8{B8z)N;M#bsrBBSd9+=ZDd^x~zl0gD%A%uz0*V9+pRlUi@G|}P&WK?n?82e&-U*dBgMnlT{^h!j&N7QXOr?){1u+% zelZ^Lxcci0w95dy93op|n%G|!J!6>mia?xj*G3#$Zlz5rXjtS@aA}`SThYr`>6X(Q z7O&u^VO8Iz7NxDArfks{Az=3{SxPNN`AHi>eTV+l)gl@3!ez5>FyF@#Re& zHEz|;Hjj08)b90$ntuZB}rDY$EZ-AV4w6xlmtl(5Y%F1e~Y>lgNNhE0m>rCtF)5!hYpzK8%>e{4r&F zvit>tLX?!9!g3DWw%fp2sXRyrmPJ7v(|1YbDtbJ55#LmGJo~E=ScKk12xROdDuh?=AkV02N?yIIcrsfs%Ii&?`H6)oapRp!T`3#NuzMx5svDkmn?q z2xX;zSxPRN`$F07568aU^$Sv(Swqh=7Gk3%V;MqAX(%B%#&CDYCpo4I*wH$$-EUfB zUfdnO#rzKp(_BgjTS{pvD9Xq@zE<=cFUVU+hM*y$UZw7 zueHS3%0sbZMvFBFZ7radO0WmzaqM%yB0IU${l3!qZK>1ap-%91D{+XtDZ$3a1GU}b z%gUx!dnLK=+VOyV!I5t8CJrgJiEc&kv)lpOv4RzV+zq zL@v6@%(?JXV<{=asVPucSAGE}9FF+szACfn(CGU!aBYwv#znz|sZJ%Pz)?zvH4*tl zh~TMf4P zCv)e4NwjP&2M)-Frs%Qon|NkZZn|70(tjZ5kZN)@yxP~OWur*V;f&mc^|DHe!kh}+q!WbzLBY;BZ9zX?m9|=8N|z=z zj@b!kjSZO?Q%Ug704JHrKGRUmIbzY1^*qT9TwJ=mc;9WLAhjJR+h9gZht;)1E-6~V zC*J20m2QWwF5s*9h{jLyQfo_9_B=bZN$?XjWt15STZjlt?Qs+@g&>t< z!+vI_wtW`rl9#VC0tp|uGI@H<1Z9LfCE(n49C^&_l#Jq;`djF}`Kc}Txo~ZaNVu}E zMsWqyqlKN;g{emv>eZfG_O`2@BzSh_12ChZl#cK>KHBFZLV(+P3TH+B5B3-?i=MTX zZ`0NRTvpVi#tPr%sP^8+F3|}+>8XsHwbtP{X^jUG6lP(kg~vllOALXqNQl8RlcYLJgq124{@-^A+#*sCl6-(mX!_UR zR^VGINLp5c708YATA@t5g%;F@6OxirbGYU`bQF|Z{G?n}XTMt=wA~ZQr4n0oc%fbV zkGSBRQkfD?PY(4t=|fDTQfV1UX$$y9G7IorNbRA-?h-M+4mo(@s~DXeYfVFFcH?=K z@OBt3#)OoqwJBg_IRNE7-z<}#$Vs3i$~;OL@2Wqi7%oJ+vvFwf#JB_2fw1e627T$l z_8PEGphDPfJS%>A94<$1b)`cf@pm9(b5=d3nzgJEsdR*xjkcu7DeG8DwkUNwgr5Vk zNuZ;W1_s;KQDkD1$jcElxiv$6^6A3M-4YEacj*t+52X~DJW$vIk z4XSO?6CGvB<1ZUD${GjFM3eRpeL@s_Ud-aG-if27tv39eV9A)jasWr#4Ftdu-Z5Aw zy0A#b{ne_Eh{vvjY@PS5Ry#QDA8lx*Z=7c}sZl-@8g- z{8RRdD+W=%(}lXQIt3g$CSm#4tAYOj{e_C1sYLEKs2@R2An18XN`Wc8PYU0W^p_4j z*flodJ=MCMkk30!*L8$mEX7OV9+K$EIR5|=x^zRWsUwBNA5w)Sofa&{!&6~Klz?&) z`$1_3#AF&r`yA7YB&$u?iSvTr>Zw88ENA6|Sx*-%XC4NbPMOmuKl?Ri{{T^M^-y%q znB+9wpMAf)oBdP|Cn-58_f`~D`6)a3Qz_FrWF55ata_rPeu~J`ns9C`R`7A$&L|!D zRDUI2>d8vC{92E)nZIM2cpUr<7#|>^`e-_K#h>}S4EQ|Y{{Y26@xrsWR-x>zFua^0 zT>fn{FHYIJp}IX&A0PPZ15a53f4yb+qAL&0GmMadrI%DC=jiaOyf@4xPSduAL)sI?<+-V`&m0K z?Vt3-zxR|5%FcdH4KQmBBd2v}kMR5lr1~&eYpasuSPI5|K^e~ouHOJ#K*)OVKl;S4 z_mnEdZV4Zcyl2PZc{~3Aw?P*8o9N$v?i|to0M#G+)yZ8BbajG7rrK$RXe>7>frHe z2I}=bo5=J zn;a@uqK}^AJxTh)YolEiXzngJ^KamVae|AU;a)ij&V1@#yGuXxjpt$X)B3BJvBL`s zGOkKjilha7sip90?wI90HGRzN3bw?@t@>*FqH_8q(ej8~sTzhs9E-Oitb5a3Q_%j2 zPsum1dx)L?0OM1%MoJqfM5(#%;&g59NT&G~=?)RYK4AVVm4bcbkE)s~XLh*tynecx zEIPMqk6XvQbwyj~lSnqKwIcrCep7J9{{YOVTV9KaYfw}TORMAH?2&dQKGc-p`>DxR z@AA^`VE+IDU?c3HLW)Vv-ts(^G^g!NJ3cgPh`*M?7Ix0I0KZuyu@m&Q6^?h{Fe$tWdZz4?QE($1ROmRe->q%2;IVo3Ep^@Zi z*iBlSEz47r6O4W_Kr8vl0bgAu5p64Th(COSM&qcstz+D+{<>O;`Tb1FXLhc7jn=Dl zdqht{hv@;7sHq|M*6Ne67~)YU7z1ie0A_XQgU)(Jd@&h;Qpo5|I2*lsYH^OPZwgiX z?hO9`wOmzcZKC4Mrb+{@b&Ga8#n7XGGIO5ffzP^{J_wu|<6XIH`#hP_OxdwIK)VRC z9B7wQl%+%uli|vm5poWKCqauN#c5AgqwP*U%Cb5@(t2*`t?qt>u5Iw{CB*fSE^IA? zpzw@g(ZrLts-tr{G1gJoGNams)+gk>ZFv%suRg&i96PrP9LROMlvtL$!vbk?JNusd8aC6S+7XBqbzVz@OX3#F-%-C^OkR_Y2= zpJAj8g*dPixy??RiQl7^uXyN~s$*j3)4ee2MNV$nt1TAWx)yg+@p^}e{xWb6v{d%h zs`PW`4ZC^MZmi{fQu@|Ukpmlg(reC5UFSkVT53Yw;lU|$wx4m$PMDC>%%S4aaI}R5 zAz0^K#No_Zn(g5+?R)Zs%~4cZV(_`nor`!+SpnMx=&ODv73j}_>Q4?&ttO-QZ6>&@ zDO-0ddxw%Fv)3cmR*WbQ_tfJn$J^PQPnYYdB#7;zlTwe4i#pr zoQ9gU#U8ZJ;x%)G#iM4goHj=yM%mStsU_P5&C(9VFr=KX*51k^)|yz?Nq5!>V^G>5 z+=6>5QrhYs1HdU51KmsB*Y?Q(4MC-%y_^F4CG|@K$tNlMDdx!wOzQR|8x_uDA|g}P zGjNVn+aXy4wc1X0Jh4>96;TruSGT%vztN?+Xq-%&Q!d za#Z78Yiac@vKCL76!Od&R~YJ5zI+``6$9~!>k%zYr??Z8JdaQ&u|J~aq^3%3OxzOM zvK1Z9v9{+mLbfd(ZoETH*|ysgV&t^y9#IN=2|OzKMMEN;uW3}5Q*SIu zai`WWw6wLP@F;dxp|VFcWkh6wvbPkES7@tyi44w*A(9iaCLuDL1NaUMEd$g=MOo9D zn%OBU)AxIWO|+gM$|V^wNco|+2qT})C&H7BRUhBs)klndbn~ZQ`)AD*W!Wwy+HaEAz06MI*i_Q?V5GD%Of|t zd|RuHrS`4zRt$I27un-sMO}p{Cy+d|gN##T?Omyue5Unk{91bsIc)=rAmnAYK_x)o z_D?hvfU&lE?k%iG0?J;*a&S$2?Sxq0pvHPeG6`8*K%efS00sN zIE<~q>Ct3C32h~0DNS*q2_Rz|DCYyjT63T?Cc;^s+MZkaao`igqM|ZzJb=fJ!yD2u zFzbuVddJUYG|l4l&D&llvm;Kf;~n`(Z7uPDQXAvQ`6>=$Z)#706&2MtIQmaRzcGS@ zt%kbh5R?YO-*l8m904P2dwnjo;iGYuLzs+lhtc754 zEt8A|y0oP`oxddi0B(F$MO4kIizX%~V&~P7qG|0hF6kQTT52OaZZxKngt$j~bGcT0 zO0&PNs=HRR)VDSta>WWIu?i&!kfsZc@SXTjf!R(s-_=rkKSxW{SH|u-p5rp$4jkcm z&&8ox+#v&DfsR8X#-;DtH1(a=qL9&TvBZ=W@Z)^!20XpB%2ZpHH8mmiN{J$L*NHAW zAq7iW?>-d4e6hrjnT|SyF`nCL!65m4dwEprUg{{W%ytYwq7<$r0I-lj!0iyOKwx9P z9I718?YT}Z)}Lv%hvL@iQV>bovW@r0j(*w>miAhYZVkngCIciK7F;RMcIS}xZ%QuE zdW%!CZIcwt^&@~e#+9##j>?iq=12gYk7~NyWx!_G7?nTMR;L4sT!z~nUO8bPV{aT& zLAx1~xR_U@DI_f+XazfN2E#a@RErg@yuD>mTW=KZ8>|#4P_$4Sf)`rc-9qr-R>2*D zySo#tKyY^tRcR0p2V;2bxINq_cD5AVdLRup{d7 zKtTLa%xopsu7sJfxXb6E@Ai1YJ5#~fbEDB6Qleh3*RDb3KS;P}D*4%I2-D<&qhDUR z{0gp_-g74=@(*W}iYX{G*pkz7!4-qR8q+0GKs1jgCG0-5=Ul&S$`PvmlV$WOup%cF zNei`C(!#yN7d!m-+TpwVAa)#df?cWQzoJ5$0mcHuFjXgKuNnQ1Wo92{?V^I{4A0gj zD+`x)cB>q9(+PDedVO>+CEg`mD9S{6`Mwy_QalbZSd~ew#Xys><8@l zXHv8j_*jyE<=m{F*EAH#N3O!MKX9*5Fgkt+EoLPbDZ55<>6+I)!Am2z$2L{ro=YA` z2n7~}%M0D9#Io)lEURvXv8Q50mDM7~-k|X#^9GgC`iQsBI1IO0KxeE96zIV!ng+YY zV<|O)?o1m^gSvnAFDpz78Jv<+8ejsWt*K$oQY3Gg?#gRQY%hkB=)f}aW~uwuoaQW` zo}Y@4q`er$vGu)onBZSd{+wYDW~Ey?>WsA14n=ZTFBQDy z%eTQEj)rDd8!*-x3p|z8XraIZcq1|!muV34O^+cGzD1QLbg=>I>%8mRbx0y5*#MVF zyUS&2>C_~yxN<->Xj6*8>Y}2GPEO@$PFTR$uSM}%QIuFT$fWq?vykP7=Uk1vZQI#} zr55&nFM@AMah#yO4FZvaOZaxt| ziUe-<759+!C{s;yP-CZ2_)+q&#+p*My3k{JnvbLOa5|~1>M6)vCHFqCa$AoffO27A zNDviuK4cvxm3LEltdy-Mg^gju58=X3dIqG8YR308|OqeBn&`+)rPiT#5J;6}WL7bCNXn zpNr_ILh(i=!3v3F#IG>%Y1!35tF%eY7)FEaWMso5d4hoyj(U(f)s5q+T}(8aUWR$8 z2GC_yDoUWh{i3+flNEE1x>+Ry=Axd6ccm%=Vjki71Fy>@ZA1y$)V_6c;P=l$(?Fmoar1-^|+X`pK8;{X}OdQc`s&w z@G=$0Neb}tggq@FG$r?$k8n|9yZPaTk>PPblh2{ljAvpVmXjeYC50h8_~rV$)PI1V zV1n5M(D)Xvs*Xe$2~9=CF`IgG((Di@N=V?h_On$K-@KUkZ78PA8G+Y1m&C3%Bk?=z zfY%(}SmGJ>z(4&G-Yp8-xV1$8glB4vv=g4SRi>p}6Z$?H`9nS&)BGltP;toZOJw6uLl4b;#Zz+#^0R9mi%?aOY~A$=!f2dBf5LYm z6GLyjbCKD!KMe~nliC1+P0!i^PorJ?>RRewa<7wG51y$K5?B?^bprP3c;jwoG5-T> zOs-X6N8{Z36U>B5+?(g#H9oL2UnV4~J{otM{d`~xDhU1`ev1^BrA=jl)9*+j{yzZA zkeV2GY`~4>xi-fCc&^u_$fM({MC5A7zty%L^4m%o5>LD^{8(gD?0r58f4L!;co_177lIp7~@nKv_7eyT7TOd2f!yS$*-R4NFT8 zw=TXVYHpbU|3&AQRX(YH^xd5NvT?G@Hn7b1W%7$+#|-}lys4@oMcKj^)vMetEH8i; z<~Mh{(S=x3Ac5^$WU7tWA8o`QCj?3-d-8tQCyIJWDv_;3KKGt4J(+QpWL0fc;#m&1SL-R0@tDR6!<1jt&DKPS zbi(cvbCdB*z%$(9>Ne%&hJM<`K zQDrxFU^jC#q8w=SUe@!4!Jy`pTAk0h4Bt{eEWweiCgG?Rmho}Tn`_73u*N^F6;mUD zsnoWVFZJicM&WZLY&GRq@0Wasrp>&zEB-#hJW*|XC0^CQL~ zWh<{3BU_6`=Xn-NZ@z2nEQW<+?xb_#8}liHq)K5wf={(7++dme5vxR)NFB<~W5uUQ zkZ>z^nuD{+CPTuNuHN`4GMP-W%;$AEHN5+XL^xG(RuQ4(f~~n=J!Xs9f!o&4b4;Hr z`~0uOoT#BD0GK_vzsks(QBM=w82_`3MZ}9h$r{k$I zPG>blTH$gbaSL=KN?%H<8nxaw3Pgg!NlWKWH8yC%K(DKmhYaQNXCugP% zS8!*203EIi6s4tqU0P1&l6ZCvD_@Mb0(YrhOOkw)TObT4osFYDZc&R7u0W1U{M-KA zb;r4W?S@b!w7+J!ti(S44?vddx#m-$=rD(PYDZH_A~hIdDgv^~Y_1TW)qIYAP9dEg zl=jd7O;+SLoYk4L-2LJ&d)jCXjEt3$F|Uu8k6lvXEHO03ieFw3SCui_Ym|YV;}GnFrd&G+Xjs5_*ZFN z6fn8jM=v^e$|4NUul7E0JN=El*UX+Fh9yt-JFvGE#2V{Q>*kc7R0ws%>Nl6_hpSc} zajpb(AQoy)F9VGMj7AItR;Pa+bd>}^nSLX9HJ5W^J{N-6;1xO+wIo%S6Txv1v(1Sa z--iwRcZN1oo3^#_0H`eT9pqTQ+eWL)Uw9;P)~SZr!@^CQ@z~n!6>W(1I78a*p@KwV zcXCH3ly|ocRmvYI^_n$qMjdgh-?8v`|5Z^6JYi(hijuS9c$?^?RVT$vBP8qz3G2eT2KCBn{l{*+J}8Qnc?!2{mdeSQ)WC8Dq}cv+A3?zOAae?ER082>Zq) z#3LNe>R`}N3LRrCrp$F`6DZ|OYPz{#GA?)`cMuG#t@(bMm($nh!n3YMb6@hS_X7wX$J_k1fRYsWgXe& zp}|+&74aJSZ8rJNaD|g6CBmYH;YzTTycNM9{CWhefVC~MMY;R!T1`0KhJSm+{|;)y zYkkIwFVDU$gq6_OM}Y&lQ3nEXM-iJORujerNG+LT^8<$>NcXj78Td)$9wv{ZW1YIh zdzQ(KDOh(a5mc!d*^RN{H`B3w{M2Ho#}PqTOu4rex|O^i%-+dVx$|vYoOi-cbZ1^6 z&91hPW0hv=V+1gPEAp+nWNl&;r1+CDP0G0Qtp?AR1WRaAgQeVIm{`eY3{#? z;%=_%RjDWp$vcj5wp!Y6b(DYSm(FCE4+zckEml??_b8%(Op=wSw@l2Sd%uZ7vYxN~6c4 ziKhasT143+Qky4yMy^5S#+e10H09lXXuha*DkMx2v7<%PxN$ zU#1%m@$&nA;(>erkY-+Lk(rGf`6g4|i)HFu-@Q+;JJC_#^xMDPeqy7$M7X?y0Fbg= z(pp@;xCwE-cppTke{ej`nCjNPmdk2xV=qWf8yolcceXu2cBi5tn5Kh6Zhn`Xd>FO# zy{X(~dEcykaFbKp0yPOkt5c5WZ@=c8$}c)Y>Q$6YLhslK$j?ANROHDu@>YLcYZ9AAzD!*3R>yfrWa-XH4s5Qv3gPY zpn^;`@bsF)`Y0`2TiY#W+L~Y0wP{Qa2GI)Url6by9ZxF-N1HfzT6P;=`b>04{&X>; znVlu7nfd)V{%+G_Z^1k4Ohj#F84?$~qehs#-V!-(I9(c(oyj{q=E}X}8Dj-~lSeJf z`dQW#HArq?s; z#TxLCnS`7>cM}{98{x1vAmc|4$@}PFX-VK4c-+VkM*`asry~0f_NLe!&5vK)#PoeT z-rmHdD~8CNKz~R#kl-NaO3Log7*I*Pa3O$`lHoyh{oXay0U)Z7`J#ulkC5bB)V__f zZN96L!fO9zm)OLAD1*zMM(Kf$JNQX31&uy0=eiwsaEh8h%mtMxXSCW>6Thn!Lf;t~s|_IZ!X`OtA+my?#( ztj1`h+z|fQI!+KbwJcVcG%&agB!mVb2TxY!qy2JrT|OA^jG3$cSdr9V?N!4gR-n&w z@|2gNFiGie>*jmXu2ie*SKQ|qa#u2~+a1vmvw_I}#4x*Z0Y?t@W!(D4k^6UVp1~Xz zF-<6>TIGHe5Y-#mFBma_a6d9mp{@dn;oDywJ24IKX7>4~n2J+}n%@0GzDj6WXXEP; z8+{3TWq4bPS0eF83J${5v;MPqUkuai>S;QpBX`FI58aAdOHEthZty32RDV#<1Yxrp z@lw;Xm_V83YO!^;Cby1*6BRfMjK(!aq~72|i3fy{ z96MY1x1I!$nP7T4Wtn@XE}{I|v@x*e)GQobK!5F}JJEspJEp`Ph2W@?IQYQhy#(KfXGgWb7e@<2AVz zV)bB8kOD4ou#xd0%f%RocW`^q0wckXDOQK2^$Ue zv;1~HrKyYQM}OQ>-yT7JSC)!wWzJW9J?KkLe8)8#*BVK7Nr9~nc{}~YLgi{puUZkf zh^4O7Y0{~P@x_Y7o@Fog`le#D;PBbwi177kBW2KuKHBa3`o@+;NtWHjarBT$?;ct- zJ&jdbbxgqtF|TT`15b+|T#i@+5+p~gPOKq^@_%_jzsX0H zuY_q%PHDfGy1C2ea$#C7wnPn6KNfnwcjK_hzyM?Y;zLP(=G7jKaE4zVh;1#p>S_~t zTTGPIR50C+7q#2iw|vM-t$5SSo)!No^#eY`Ci*?+m@#mR2<$)#6YZzfN6uxZ+0B-+ndYPW9Dv`RVt})3y0w4@|!1+)2pF zdiV)L$(!xaVu0)ZJabi(jzDoI0eh_(@aW!`@)(H1?3dj2`V3p2;KJiPY4XDZZuGyjeV|V4Z#hdd*N5T8<<&KNuIw|$l!Hfgr9ex<`l8(Pgy|IPi z$6vuMdSPM={(UJc2|0LjGMs88U3CbZUd+AhtMi&$z2puq-6}PePErd~)zg8`^K3>=98$*hQMRRN}a03bkWz9JpsmIIw4Mu z0>TDW=Uf79@yvAB48I^d2hAA!zgS>oijTDXfhpYXbtUXNpPX&m&%7jg#F7D^Dl$O-aVn*|M8>}2@xdJTVkwo_S<@`V$wDPgghxka@TkN;W z*@wGHUdM?NnY;rGInF{lSyN`4bEr-Bqe)Hj%q%h}ky#%vZvLFp_wd0aMoTBx{zIcn zT8l+%!w`{&@~Wo97?8oi7oDyFfSeIYXCMzRTSo~{^1l`FxZ z_TW!aYaz)9e9lJ|J#E$H60av^H)UO}8ep`1Qk%hc#b@|D5q+?+0onIY%das-@5#_I z&NuSRoK zizsB{uALLX#k!cSta5)G=Wo^VPH@p!ejZ_7U*sic%l{;LI>FDuFBbL%)>b;~ik zO`@h$fXtXD=E=lBl2)*`mz;H6_7xNs){(CMjzwHC(gTN9{>K@5Eb-Kz!SYUZ+%S1= zsR6GxRTV*GOVlv}iIw=F!l#gO)?F$3b(+XmxFqU;rdB~I{`)L;a1;{!(D!=BHDB83 zYe1|3fW}zPLD=AgO=Lo^J?5FuIn@rzc^5Ef_qHf^54p)V8h^EUrQf`vvlk8_-j4T9 zwaiScqNI^ z_^nG2Mdf{Rf=(LWAeO%~UY|xl(6y45THFW8!^ghqdku8=dHOq(kv>>eW6!JqDV*iz1vLBZoCn*2%*{tBj6jIoi&(U48rNVRb|MLb|5fhMG?vtHWp7-*z;k zl(m(Q)2u3(u88V?8m;C3Y#d1E$NAtd1dblkU6tmFt?Z7{pG+)%A>E+(-clV9VoTZ?i8&zmy0hA9emV4;xELu`m~ zyEkqrDr0^|v}S&ymR6fg56T# zFTRv)YtRIipze-V_ySVt_PCmKp2Si%jQq$if)r3$ z#gX9A6x)!omnK3VjuEhFTPuKF$X;QtK%s2P*@QUig8mJQ!-(56-G?T4a&Dbxa-dLh z^hw!@*Z1)a;Ai_q`n!QKtz3CGIcRayOzM0UaZqB~Fp~H48_&AIh6;+saY=7x3A@1& zdNv%djKZFTMKsw%#1lUf#HY6zrCKylP?sP&`Gr$Ljt;vxn(E$8Xn{dnilZ7W*dyY! z?Xo_`8}^x-uXb@%PP7b7gzR5hH#n`7T|Y*FdXM4Yl%}FGYTD!m*lQ)eF+E$BbatQ* zqBNw!4M)JesNQ4VdS(~aMg(N~fP{g<}DJe-~XQk$yPwd}?3kCaIS#uVs zHM@9x-}@8pxNt34en?Ua!>HwSSGdjI>c>091PkzjR$?(Guq>qe?U`Kx$q*bS=K7{x zQ?|n{d~PhPU3vpi`OiM`B--x2;hGR0v~XuFkFDANqqGAEUOBvb*lb6f!04N1=DuF$ zvtcXnroK6=-yRZc@I{W0uTIcF0zpzE6R#g{46d3|z8^kA6|r?Zo~-CdIf(3<(T(1Q zrDr=Nc-+Oa;7QySLZFuH14 zAy!b>g-@4skSQg+F;-7R7C|_yqdVW$Bjovjjn6l9LWUFeA&7~4ZY)FumK^)!&bJ}j zyjm*PP8YuSNHOfEEEw4IBhbf+RrF7CKV}AId+pv*6*ou2H>PC_6-8+Ch#L*Z{u@9+ zeVaPq>)(0va$bt0+Nwsk8s7)DHh_9KXAChLMFRw@pPUKpzE z(@2^+**#oacX$qyekB4%qr`McU#FiJ!?W0PL1rei8VQwng+^l{)tm|58SNM0_ zlaoUCN*A3aKwdLJo;3L=3N6~$lXIT`VRJl=avK}kRl+4cMB#*~cu3SRu2I<=H-rYX zdJSh?c-+V5gCR|U-sF37ue9Td^f2uwHqC9}@rIrY09qu;C&XF)uAn|a`Vj~U6s3BxcO@qmY=&Ia*0ysR*2TCr6B3W3 zwG;FNE3#yGTO7_`?R8TreoaK^_W48nE9$-)xuNszt&zj0p3~p=y=+BeoEx7{k@Rxm zHSpB?b=9K>kkk5SI)(Y3xGcznK;$Q6F0nrH-0X&`1)8Vq+bkw@n4$4?9BfbQjcJv@ zJGWRm4w1>YFsEFPj}^g=(+tpB@AA}!ZRmH&AKQbyMldlXOT_yXT9hIkxQDs>$Gr9* z(WCo(J!VB5w|P*S=O$FFI5ZGd>SFNUjLkG;vQLG30aZ`Y0I@2#5>nI?{~@1E$14zK z+a!e2oiaNhCkW)XCai&E_<>w-t@&zfu-Wv7GcJoU1-*M%#4i>37uCndE=` zCsS&I-;ks4*8B`(S8SO2iODuprmoo%qxA$yiK^R_oIoALN4dW)dtU9gg1r5?X1zOv zhwY>|0U$@uZmi?;?QN~QH`ELaS*tm{s?z629 zzemK{{ZH$vp}hG2w64+)O@}}@J<|7AXw1vs8sHHz2?zUl0Zak0fga`AgWF}Zf7;So zXQby)j1=l~t_8LCaQSXOPA40`UpnW%cj(4y;|F=Exlw_@(vo0Q&(txOoaedTKND_e z)nEl|)OgWhw7aL1YO#m%sN0s6i6^=Lbu*~8%*&6|mP@51?yiQZuaZ;=91us}Z>^`- znG=;l#LwNR=Z)!(aJd3(h636nopbEjG3?nZKswODIzfmkKDVg#?9_*Mo+GfxsUpPI zj!ZSm3N@YL!3EOyx=KXlZS$1gQ)#E{y;)M*rqc6m;ZKTsg!8oeW@yr~_|@HO#?+xkPSCVus+nTJSqP;a~9znD~x?>w* zet&O@6(iqI7Pjxw!nYjYe|8et&Ro9wuh(~BdhZHSJtFu*ZA1(b&}wVA|Jk0U5L~Qu zOq)Dt25^{#ceD0px+k?kM#V6dA7LC`IX^fU%eC6wxVZJjXL% z=F4Z+6W_UnZx*I}EH}_XlIfU}u!on^j*=5QCw`U#(A%Q3HWx_-YU5}AFkUukt z;vfJJ?b`%lQ2F85W!b zbJ^Tg%chf$vu=#~`08xt)!UUfc_%jFA{T*bNR6QA;jhP1lE!<`w|D(@W{=!ideXs~ zsiDFmY!LZ9Q_3FZuJ7}@hNm4Bd0R)C=yjhQ5_{40 zTpq8oeaD*@+th3tgW2N&(L*fjDpEN^>Q*CAY|!`qW!_k##{Q|{1G~;!j1$$6uE!Kv zar2(qruHr-3sWfK^RF5y83b+O{6@K$TvSo9iCL(H%RLU*x2;T`tNi*JF@rzu2K+#M zHgX3s{#cNuqkeM6U)T^u&UWt+q$vnJ!!^>yncfo}dqd}oQjAdq-`A(Oh?mrEGbT1q zdT-;%wYhoVSAS%oOqml)4xdH9XCA?PNk<4Jp4xFQBRm<`8VK2t)Alw5yQMEuwC?pr ze#@BM>ue^uFncU6Q^6KV9GtCfTWnRI%jVq$R@IX3m^X~!=h(3=L8>|p>7J^d5HCyn zt9^}$_CftYkd=lBq#edmHeU5IXX$mG3cV2Q8}?}f&!VL)9MWTfvKk| zK_{AgB7Tgu5IUQ%c5b)Ei29445`&fYO0a&|ei$v-<+$>z{{n#FIucAYjH00$fByTV zD8GUb;D@EezN;!I2|!EW-Fh4;H$^AraLD`jArKp}Gw|xfm3M{ovu1_{I&hJd$5a2d znQpFutB<00gqgB_R}VS>Gd!M2%OV%Wy4sJO@la0-G>;r8Nrt^mIl$KW1ij#W?Z^#O zgs*9f&Y8Kvjo9qvf1cF5Tg=hJ$5I)LUnXN4VV@Yi!TdRxE8lh6`BdD z?Ch6nJh|EmZag2v>`x9|WN9#Y;H7lGId9n@>my4OG#5^rz~=2>a{U02IcgpjR*l4T%pk1KbmA0%bWYunDBpX)FZa)+a3yBRD30&<_|soN`$G<90z0BPOq-RE(H9}A8?>7=F4EbS-x|~i= zAQ-4g^3~!|^5zxE)+oJnxPrzu4Regbtaqh?xi?6!km}PyiY#Az^wQ*CdH2h zU9#)-#RXS_@w`kIkxUIbz4NLvkC)V6@g_liLrHwd@sDKY6Ji|%{>46W)=0vtpw67) zOwh1a;3W5Q<>?BXcxGskW6kGy9D|vr# zXEz9z`d$KCj?BY}u)8X#n(qmHlwJl}c4F_4Xx;jebJyZG6$Oit%O3n0p(#llvyiKC zsT%YeY}HQcDd49M?$xfJBh-iDP`iCPtS$6{Qxha$9iPQf&!Uwu5Zm5NJ?5)7yx;BT-A8GWIICROM;1RSZD5Ut0&vdj z2mTDgCHStywGzLH^MN*~FKHOXz+i~b*w1L8%JQtrxC&OPBs2ZlK9LYLx>smGNUB-% zCkm&cQWyhT7#WQ{nrwLV8Z*TrXA$0w8ibYwnCR?vQ&Nn9aV<2CX$4|+B`!;#I>~B; zb-<>4Ktp)9H58nz#pSeDDA~ut4@54iK8QSHXmkGL;NU5H&Roztit1(~APi-%dO%!G z-%v9Cc$bwU1-9dofQ^?Hr*ZVLKqPT-(2KP(>Aakw99!XiW8W)P6v2Dkaa~~t8;YFc zQB)%rN3L$RI$97X?`!n;_@u6>&>vr#!)DGrn~XThy!Ince?=oA?I;;UCEZ)4UA9Ma zUGWMn3#eFP)-F_A$GZg85++p`g=abU zNOv-NVt@q!)V{KR96y`SWe&*?FDCs~ig0A=BO)XYzB00WJK;&J8Ou(-WET6x@{tO+ zvgR>-VtjD7;DS^qN8vs3A-FGSKQv^)XNpbIVc`Nc^ZPI zGRX0$PNf{7XOF#&>BdWfP>XIv{3-3Xi8Gx(&xP>~R>X+ka3yw_*T;%KnVl_&HU*}% z?05MjxMBRBjs20slw;rjr}!&UNB_MF6~&`tSM%25W=o%W;W^5J!3HZEhJu)nq!M?{ z{v432A*xt(;~0UA(2sU`RpxX=a|zChL-UdcOe0oq=Khi4>1!oXQjZmBME~QmY9nLKs7Dyq!@{uhc^_Dlp5mVo zj_qybY2_~Kz%oyOSb%%vXuZ3N?#<#u$K?9}$kEf<@WOp)>jgn5-2ijQQ0QBiTx0O* zq7FTWvhY*_6@+jVY@iii55B}EAHI-S(ocV#bim4VP;8%0BTkyla1+Fo;YOM?z1W=Z z5yvIODF9np(cH?*MO}%cxvUhCBZ}Z1C-9fxH|({vMz-iP3O){Qa@e;cU=*^36;!VI zY0O=tiDrdV-_XA)PJk3ye^S`6?~gKZv?Ah1QO0fZUf5>D4c2iOcDnVPYjnwbHDMQ zB*%ClCCGEI^}wGu8~~L4%o$|LSWzo0^!t19!y7pOoy~_Ic{SJG%`CZYGAWN2q?~J!Gx(K=v(LRWS9*+leuy71)#ZqFx`rxbyI*3 zOUlYFB3GRj+rO!Uya=yG)|vp$rt{vFB`6vGc$N9OZ%e?fga2ioqg})Z$i8=detv=U z;>X7oxT)9Fq6C(ALL{O?@n=-HIN1xf_6nBl6Jdl3SU|IL4{Gtw3iIg`Her4sOrmRU z4~~yfm2_tkBsboM9eIpY{xAgX%8h7gh+0~x{%O_9Dt_7$vQPVCS0_A}_Ebg*(%4LU zh1&7sbx~%VC~5j-N?BELT`F=5W<-hIDZJj1RVkS|UG=q&9rEI=E`5tl3`>P>nbI(` zp^+`AtKyY54!NN^R5un|>1d5%ZZ* z%V?|H)8B(3Gz%&w{j#jo#SHL`$#U*f+#e_t%&m3;(P4nW171?g zE#yE%V${2g8or+nki;}%wNV!~PWufMhJbB?b)Bkmd;S@?f#!Tm+%wy|X;E_Zb_qn? zKYhcnp+9O8gM!6D36P-s*_W4tjBv8(_t2a0nK1SUq19|u4VRN7P7T*r6uLMzx+6mg zUCGK_^1)*;6wcON8$F0_V1tP0^CX+q(JP-1gT|dH#j1?;Jt>uJ*qZ==z_?s9Wfe#} zKgyh*9=iw>fL4i#efm%?TXrgRfR@x_P54m8r=->k?fZ%Sh2kRgvKUb(BKkDp@!QLJ zLfGIAw`<|bVHIV7uCa#-4ADyYr-L1joeat`ZA{oL zZ4el$B%XDSU&R;xZtfr}-D>Dm6zER#Z8*NpnVp6MvMPX*sk%6`jtyFAyY7 zrywZ7GGlAUKajf1QB1lgF*u3Z?G6$gp(aD4?&kPe6|txMC9nQn@Inf4`cxpSK6?>~ zDjA#a1U>T2IJS$DUeJ8zBWG@$x^sD!e7y zt-f!aybqB*CL{1Y{Bo^l^j^`by%^hxE?r0Q(`?+%KTDrPc|JW zJr>{$)LPYJAA+9Xd+dMClI|^9vy4Y*cc&MR^)XL~DM4sI(~qk@P*ZC+?5+{|sOuCy zlQ8N(yx%&`mK;mUbwm>@Nlox);TI<(sR$fm+sS}V?#KRdu8L51Mvaho|K>6`lbtew zZHa~E%~WA_0}G$fAiwy^Z+VYF_IxsOv_%7|mI2gGiI?YY>Z+H5=#`(yyPN+*S3LXw zL06QJpX46@J1@FJ@k$6#E{W=yjJRW6Kpun2e-&}~Ff?{4{uLa`*;t9bb^WYzbUnuE z`N-XxShPpbpL6kI^ZT%5liEN3w)70-Al57`odrM_yj*YE1>Brbbpt)8zW8BUTfK~==GQGI%S zBG@_w$Gei+06LA=E2)#~V94E}GrHv@4iD3?XvJ%-4Jy&TVfOtq>jZVE3IH>Vz+q-#!?hal|D8hYw*2<5x!5eA4wFX|G5t> z8e8;B^WFv$VyDDrMt(VO_>fI$eDKq;Ds9azoKW059J52{Uft{IGVuugWL&Sq2&39v zNhaEc?Uh=QI3DS_$O9$o^~goVBcuj_HH;m1*dX(@yd@JoFh40J$B^Jab)Cj&=SW5A zXqJ|9Crxh)4A}w)M-Gtz?R=k)m8x#x)heajg07OCE zspy|a{F2-tWZvL{wG2II6c*a|>ldn>PqdR9=LTW$tiNh z1DpjbDwa6_S_&=&s)_H|>fSAM)CtW=__p!HIz=%@F>mTr$!D>K**1;X=gLw-V2C+9 zt;MgvT`G87BZ8~G?C$T<8+{{-!%^n)@W~<}I*_DSj~62y5Y^?^Tg;lE_{~{|y7-{Q zEZ;TX`)I|7_b|hDZlucuowUTH?0|soHnz?|tjmYSvZ$|+nmI6Is zw50uN>7riFbzT?w@ly>3RZ8~kMcy5dI?Ht}#c4Fk+0?!-6Gv@MMd;_EAC(I8eLp{3 z^l|A0()owR-iwWILB@u<<`F7)rKC!nbP#V6vZS;8=&v{4eskUCra9VGOekIfCD`1? zi0L@deX)64|8H2ubH4JYs00uL?~+T6bX|>G@D<03ooPHMF<)m#fQ$+soDr|K1 zX>JW&l( zFX4+~K5xjd!Ml>ue(>Pyui}K5FBz=W`JI+6eQ|bibS32RGX~Zz@A~qR>Zq!SRGivv z;`1>2`YtDZI2mQuK*gN5$;H2!o6HrMuZ_);q-ye-+0N!j%?7uuuG}1&jO{HMzGDNf z2e)o&JXoF~41DvU#kkd;Xx|z%&->zRI%Nv>VBRNA8iV_FsXkYk%NYiKtZu`}yOx2c zW+e7oD9qHOug*|>k~x=Nnp9w83yVs!yrHaMN3oEV>*0H?;)1cTZD{+b^h^UJ0SuyJ zP9G*w(5wBm;?|m0O4zE_UUsd<)mPov9n^bgQPcFJ$y^F-&4EhnnIW&hNiVO0763{# zOfrx13$CeK)m{|>R)^Wu_+Cot*3J6I*E48t>Nl0&@s5>4)*{bc`qT0e+jHSH9~n##Ec98!VNht)%V{#ahIZ)bD* zEA*FNxYi>fT@#*n>fS|5ra~HjUhqnGB;l!TYDO#zEi4TJAy3LjQgp+%nQO>0+;mT#Mo$;hVEldk0mdeF*9j zBHA@NZ=}=;yc?mHExum~oj_H8wFVX({0XT3EaR(gvPkzm(%<*+7i)YmN4~S+s;K@j zX22WI-&r-YMJm`hN^wK4fu9nk*FofGyRM}am$;MuucR(WKa6#br=>Kp-nBxI38Ca) zLsQ?vQNgV~ms&o76dIy^EhQUe*oo^iY;c~(^{EKLsy8gB@}pNv7n_O9hV-jsP~DWf zhG+^yf~hS{HF+o_5EyzY{}d7wdg_wt2AhwZ2L%GCLXa~*>~O;nFY9mY05j_28=bVy zi3Eo@JYE#1PSL~^Zi40b866)bkw9$4P1Cl??0PD-!S6GxY|>GH1Ws2{VM3|RO?7eD z_NV=0%I1a{IKkZ8W?B*kbhD6n1qSg+vo7?|s{A>2)`_iIX2mx}ji^$NF+ubE#G2Qh z$&+KL7`D!_K-!`v&neX4mUE$%4DF;upRS7JQL8;lV4*J%;M380N0YOO9v4nnM+~Pb zBcguR>3Fg=fBVX7k&i|gMGqaf(kQ78=pAQD@n8{4jpR1r>a6H|+Clx1f>JcrBBgU2 zLHQqm0rR+6Nc1MUFaGa=k zB+tS)6RfJihy9Nm+yB?%JC1bp_+jf`e}pDCFvK~0widYy|B4<`RB`@ z9{%2{0Rh==_3cZvy_nBkUCenY}fr%~&{-@sX4 zf0^MS!VaJV01aTdEOlV4fUQz<{)CrTtk9UeA!>8~Oid}>PT8f<(iFBv;ct)TbCbb>2$h4FMJ9Urw)ewN>`H*ZeeWpQ)dRAY|u z?g|SXzYn-(aT-si!g62mx|?O|95aLYtoRW&jXlrzW)SHnM;#)^kUYRVtrRHA7Am|Q zKl6^t)}Y!K-dVF)=mlp(=J1>#{_<*`XlZwf8|Rvw9`7thQSex{=$Mh@I}A+OoOiD& z8x)!}H9K?Lsj>vcC&_D59npYkfSHz>@pf`ztBwq<9M0P3S^o%0l<&oN;i3 zoKjJU!c$$*&S1j6{V&vQhEYCM>;WFTJ3z)bK$$P&N`-X#hrJVlkHIYpp>Cft{t~P@ zl{5QA&-o}ZP*|q%lXP}#ws0*Wti5dp*WT>`jthC4T8RtWdq;#uZb}p*m2u!@-^|i- zH5EtB*wJ@a-1A`GED8!dGb>r#Zolhn+=d@VC(1_sB3T?qUoE`r=Nq71!|z59+)waP$fmq!3wH@J^{}(=Ed3 z=&*o*(0v=hRr0*Bu^GtfBq{_tMjN7%uv|QZULGMYGTT~N;%O=W1wPx}plto2995Ye z=J_XOrm-j85Ui+pm+&RdLTctgaH7$%eb8&maFoyq1er;W4fG;pVQFq;*el*NNj92e z%-1`<`AyQSrdRjrQ~*46TrB*^FlbM8A_8;YV-;z)E)t_>D-v0(>v|{Y*pQqcwY8_JFQEcV_8^SoVE;LD*+#v5@fo zE@hwsr(`Cw`|n{~sE$ajYN57ZXqS$}V&1D!f^Y3RpXke4vZ9PY+MufQOAauSVJNEW z2lEN`+=uLOgU4aAtqqj^4B^~sw7x}eC_OO%c)qw2f@kfE1oKU!IlmGK)qSKG&=3BI zezD3sDlZZJ#lI4|8xMkhV_^}&9UfXeFJWYTa(yQ}5=MyRDWgg<*1-hsD05t6AfK1x ziH{G2uVeCxQeu%z!xW%{ssf^bsA#OUeJf=Zj*YD!o!qbWYOh`1We37fwKwIO4n?n> zdd(&xBGiB7e2zrR1OPn_QlVN{|4(~g6&2Ugw%G)C2@s_5CeRQ_LU4y5O%tqf4H{e; zf|oVCa6*ciR^JihN)~paJzSpO z0Qz>4%mK!A`ccmcFX&hiU)!LXz1jyeB8s6#Fk49cJUT7W%tJ){ig)Nm9%Rq@wtbIE zFoKkes2#;>x&4H23d^@$x{a;yh;l^C+F{iud`V{n6`X_K(V9i(J-GBm{-QpxW-rRv zbZ*=rgrI|UdC4QwN4{skj?>yLSIZwEh;+kl)yU!Cu;WaLG5Lx(9g?FIqQMzyQhuh9 zWNy5P;mntb$c?Iq$0TEjtJd)0N&N{x5m$O>ioE^hdy$M#v1yiM zS~W3a1$6TVWku;8?$;ASQPSfJJxy}b9`d$!&c7DF$mS_TfPwJGy$SIMJzxB>##zn! zU23jUdO^OgzvAs)SN}9~ikMD+Bz&cX#S?NYKu;TI!PnEi%0zxkx4*;CQ<_{I_r^+0 zQnUU3&*-UWFiHAV(jZHQ=M@{oYk?;~E*Eiy^_;aMZSk&t*UX+yQ7B;ur8IW^>c%DyT4&300Du;?52i`+M>r3dtFDHW@4TJ6xDJ~t}X0C&& z#Xo-$EPmv^FCzhMOjchepa!hhH$^YU@>dh}AVxGQ+51Wetc1C~` zFz;}#UaQ}i>HGT`P-Uq-W( zd@d?G=B8;{f_`ID1$f5RlDT|oYIMT<-K0T05dRZvAw)Eh|4tx#k3jAn2lHp^fCv=cpzqm=nPZ|b_9RH9hEL`r-(LNlIlf)P*hAz81^D4TGi_3hSYYb?M6xcm z3M>@@7@ub!rx?JdHlyJElx5|%y0Ana1>XGo%4`xN^-i4d$)Hfz^%vpp)WfjPZe}g4 zKB5-&U-A)I836;Hvyd}2nspiYP}mDOsu6w1=)=Q7LaUoz!N=;RKTSJ_y?|Y$x-Dy~2 zQ4QItsWL2EuGjpS2bX@K>TTQYuwVG*3&c_T4%f7(*M(Dk9bF5@5(yUIWFes5Fn3;r z!}+1XYauYMgr@wluviE^JCc09>dn&mKW#~Gg{zXSjIjR9Tn2_D@=^?{meh{#q4tr{wM_c z8^EMbx|(Y+XO z^1bNCGvA1E?hi3L`0*x8*whCe8ZROD3`FnL7Pn%4N+)l#0a;eC?qFdX-qoIw6=m>mBqHt!c!uEqi(J>pFK$aBc8uF)|w_Dmby5b!DqnugVBFH4{$eq&b{gE2^JFc8&uwld6ng!h$w2;%5>B}+W zbY~E8S`)4MnR{ z6Hullqq$e8inzvIVQpycZ1qZOjoGtF8{Fu{K|QL@0VWLeVSptC+irhu!<*)`nL_LP zsRAgYUaj>V)8qJ?N_)lhvqe&}MXr1txd->^BPVH(DRbvkie1Fop?Fe(kEfumL#|a< zmJscZ7IU=&YvK?EL&WYTdRd8B;K${U2=9NSE^vk$6{N9U-9i^`q!R@y0-wuo%}Vtq zo-qe$>p~}^jVCRRDrgD2IOn`X!ZIa5lilPL)t$V{#fx}V24uBxR<(2tOKKn+FU7-R zG;1|5H#??TvI@LF7m8Rcey*b!?!u(F36-X(zY)FrAy5cGX!!AW7eR6EMUfWRShwIYfJ7i$!3Aa;9P40wj>jhsxqHy zq66DFi%i#HWse^Bd%kjIM>|lKebGK>Aw|s8r=dIuXJuQmu^B$kEuxyV=>HAiKa0Pj z(aCt}3-!>3dtPMjOr*H{ShM16uM|V22MtwsOA0bh`)`jIcC;UA3DMhxlT>=)pek6D z+V1Kz;Xz~1Ex9CMHSA2-;Te6hF6>gY_35`IrrUYYmXFSraAlW8i$a*#9B;45;A%vm)=u6Oa_@IGvlPnn5>8-b1wAM zt<+HfUj0|W^yz3J!&!0AXQ5N{u zHqM|cvSi_IXFZc5Ct65*xj==y%9a7ANJ5zv^_a?;+QU{guFIh9=DP0*jN;h zdyp&w4V2u`7RDY;!{}o!Hyx@*Vy~*gB-c!(V~2m?iuE5AwwZkMMS?OUi=JyfPo&S8 zSb#>34t8CB(R5BX*#^JjOo3CWUIr;Q3-5ncjAR*wB~VOuYi1$5llF_e@*5k-_wSU8 z4WK$-6@=JU4da<)==m_C9W&oPnr`bqdU0RhoL3!Saq{`3X!^=Q-2@_ZRx+F$qlkAz zL1S}_ir|Wtb(P1o{@z}#ZiXjYufTOYe?Aw9srO+JT~#-$-ar@MWW5RfZRQ4XcqQxG zj6BOd&gT2*&4{i%@dUVOWzB9Ib-xVh3v88@tILR7^=lAwXyO4{n1RK1wVeY_vrlz~ z6}MNF3EeuuTRwXSC@v-es9_Q%gfsSI>PbM&XSFa*61F*Ro0Ci~zlQ4m90dWy_RBlGmAQfKZ~rf#3D zfCJ+z`DeDYakGzeH#9D~7wZ|sISPs~?b1}9(6Lqw>Eo1Qwi&{kb>62B9?9eVx_$ z4f$oAR0CV5E>q`teeA`uW=sT+IBj@)wZ*SS;mzPJq=?MdpoxR(zNz^1roE_<_w_H$ z?ouaZ*{NuW%8o|2F29o@`(LoGhr7v*rS!R=aRYLLoU8UiY3{>4w_wFYkE)8gYO zg&ktr=nTEG_6?&~ZJ+XI3#dvYR0)3KX}x{Av4^ET{$zG%VOW5FwsWM*S_s!uu$!W) zy9s!V)g6!)qZC|hh>A}v<`@t+ZSVl^R)mi6rcVmwbFYfI4PVIHztGplk9`)MV`SqP zkDUpVvz~8sL5>y3#J;bt&Vu;o?mzzl@wz|egS_{ zad%HSo@<*6m6$2?l%=j`E%7K|OT77me0Z<5pfOV@$%Iw|B>)I8=j`UK<4^ImhEI#^?;=F4Y`2-BZ@-uJ-j%53@QM{e zd(aZSWIh=;v33eZd}HAC#7ju{K#)x&X^hufo{HY@wHpk47`gK-5Q1$|hmBJrDkwHp zM&oFg_;g@ms?;QsFrss?!p6wT)v&t>U8)&L%;7i%gjSEr$(_!Q-4vuuD0V~3k^a=f zoX2DE>_YO~t+!x8CPH@0(~|Z6ch5g;?0@l??#rd^>jeOg8S&=Nl!18ADnSh*Z?k^# zOs^>_?wZ9)@kGSJ^On?p^K|>wAjw$gamUU3RdvoA+f8w=;(CLwq%A9<29PWG@a0Wd`~2-8cYXewCq0Q5dRI}eB1=iFGP%R ziq;6tlyLNOU~pKWx0o^4TYo1gJ>_Arr5k|1yqL%*JdYf=#z;Rp$WFP?6}L;fJ5oqK z7$7CjPD)=p&FjdZ7|RVtD?*WAU+0G1{qIBEC1L+W3z<6q=PF@YdB8FwH}r()@2RPE@-NIk^9A9KN-=|N5hpc>Ti;rY|Q~_O81w- z6A9Sf>6BmISp_&ce;dGL6$xmtJG)NT7SfvTb1yT$vRj-7f*Wny*ny0GsO=vgroVZf3n3*yyM$wHWDYTj;p~=#4 z4_aRooDW~}N_yCr@OcyCWF5)=m?o2=R|s$R!6KKFDL={JOIfMujG4ApCDA2Ni|Los zi=HRoaaPu$;<+^9J7s z#>6D(COd|S^G5tEwD$V>VDPdKbE34m{h+mSUPM)GQXFY~{BgG3s}vSPJ!g>;`@Skv zF-I2$&4r_E^I(RqjRti-Zi}3X-NU==?`ytwU%k&`eu!}m93{^`Wv@lL8b>h)%GDZY z$pVXthd-rn`)rniyAb%i^z9PoWzK2wdBxk-5k5~ha)d_ub_2X- za`T|l#C5x^xied3n_%h%s*UcBwZ6P+L5i**Ib(?8wn#L4L4^ceXe@>UIzfVlog}z= z_y`|(+0!VePXs#Zy{F;*Ok=MH^^7D)A)b~rA{2Fhb z@`beh(Ju^RFsZ(v=kd?6EjGFxmnD(iClx`5&0ag^@m^_m4zC7yfHGk_q7Nw<6=i$5 zi~uMz^P-)W_oP4l?x^c+@$-cBcvx!$k3XN6ChzM5*{$o-bYMu4DOepFTNWu>688*$3{9Kp(T>y#t73zcCxN033{NXo z3{ks9fJ(nsl>tF?)fCjUBO_L_gh8IxGiQosfJNX&zuzWp|LljDGFBxdk&4?T({3=x z<}QrP`^{qTZS&O5Avu{*3X0WBvtTB$5cuJX)y~!$S!I#gqGppFKMrkazi3J4UQ8jW z!^cJi9G+yHUyra>wQK+Yx<&dkD-0lA+JV+TZl4pD^=7!!43@whAV94<_)-r3o3{GN&tf{`?A*A3pKH)6gZIT3Q-e7AUA0UnO+5t zU$^v=-q^mg7OHMm(Rn#UI&D=1lqQz3%x@f^AD6+Hwox-jW<1~{Nb)zmE@FgyqF=ss91sG1Luc5 zI@8K_2VGD0Dz>cv_EpbgDz}P^>H2yyFq;Tl=zdP{(MR$ufd{i3UDZG!gj241aOG6C zto)^1Vy)giOXG{OqoR7KiE=yl)4Yj$1o*1A^X`!Fz4?gYMEN!u}p?v;?yaRcyO&o>b0)vBnmJ{`qSl_zu(5 z4cYX%>_fo_7yk_U#0LMZfop9-^p)G`PV`2OQmvlax~i5CSvpN}#nr{K5dErc=ydLv z+MFKJBr+rIXAN5NWMl8{h}PvICSa~uC3Vtkz4Bi{kk>z9&UKsgOrk=^9OPt`T|097 zNI638Xi0@^yg|@4lY}9YtNsVA zYm=DoWjk|Vyx1Lb;FR@CJPfn$M!EyH0PJu(Ol)~&B`ZQ373#CHSPeQ%m*o3fb*Pv~ zoZHguZM}}W$h#J{!|Ytf+_g}xi2dlSJ_;r!&{h0$FOL8)_Hu~{pQB%^tS~^A&5>X; zd9EyzCk#Dio$&{%jFs`u76)HF9HvKvcm^L}OK}&*+DUsGOW9MbUKrp5W@6I$F1bn9 zlNBP{{Hng>T}))~#=a4j_W_uPnqUJQE5Uo|pQ{08Nf21^@8FHF)h{o9lq=->z-7zh|Ce&a9(Medh3yx&HtU zu|J@EN5pceZc-yoq;ac&3ko4v`x=zmA{4u1p6)YCJRi9%pr!2b-j}}fU5|pcW3t~3 zd~=K%bu16B1LN6u%0KtFqWjd%fIB=0S=$^VBV!tMX*Pj6bmD9 zyNW5vS`@^d*I~32%)W5#(25vYZ#vCTpe@G3V^Axknl<0N+Y`cWF5*HjnD%Xf7lDi5 z1M0_&i920@*z?sjjvaLZ${`GM5G!3QT1;qnAjJd$-;$+}SisFR`wn($fiJ7r+_4C- zCKGtd<(ITC&SyMSUsd0atIB5b)jIab!oJ13q+#793E8fHW9+dJDB?@VY-uonhQAcB zvJjv#8c3MsSvqwPz~hcsCH`c7b=c4a^;IJDp-8&c>e_)A4?YnjmjZA3zOKkTR&uS@Ncil)AuNx}LK}%stUQ)s z(j?cSr)5NB2Mfro6We3dJaK5sJ#ln^K#>|E5FJL;4NcDNPXwssqfQ^-FxN|gjxz3w1P!0K zMIFd-t*p|U86Wit(C2;D^eq(z)Q`YcCLi&=^eAM063`oG+7xH6Pcp{{FEULx1yCwr z!=*OpWX+rRXq(pz*Mw+H1>|+o3vd2a{o&^gXPSJ!L&J$ZMD?3fb4`CBL5u{)V z`tlU|FjXeC8BSbvf6jTsvN{BP;79WjTkhSjm>AY&^|C`fKAybd6ulQ15h}bnfh5Da zu$J%lD2i>GE+$$LDhrRy4FRj zf%$v(f-W$ zz^L+JUK5Qlaw^p#zh0M{B$1tAsBi0j3+7sz@TE)B{6jXSp7uKKiKOlJVrw0Ck$_CI zOq{VrO_;-2@Hz*T;1VO;du$(70}{OHiGs_%W>3oa4UolX_WiD)qB>blZ}?^%8^bYZ z^VPND(vE%{%{^wH2({XV5j1H@dAWyoDD*U%jrJTXQQGv?LA1BeW4a`6SkJ3xb3-$E zOV~vZv+(e-bJ`f(XK$0NQ^Xbd*>zrIU~GS)n;24w_^RS`d3ajUj5keLm_PclG3`+L zAeN~Kg19f2rs(>Ug)!;qw0SDPZQcb!dc!-ru}_c-pr z#(jHhXfkx{*#npYy+KRqOmp*rON}H+rLw#i=+0)IhYFKh0K|qTC_3R$BSaee<8TK> zJ7LKDgQ2us%~bgv%}{Ex{`x!NNGMc=6+MKs+pWkCqNk5aTRa@hu#YbKlJ3;+z|7;J z;RdV8Rp_Kfr&ocFn6oqza?4|1Uw-OaS}3=Qyrl-Et;hhOs2?FYL^Q` zzr43m|M=Q&=)*b{r|)E6jc*ArC5B8ADL3We~;rQT6&Snm`XouYz}=LaV} z0OW)Z>uemKmZ$4c(S>ZAwK`|-z+Fy50MU#Xk&@cchqjj5eYpx_8O|`5p&++0>QC-( zg9{%t%1haDs4h0w+yk9wKTOx!qdn0psHgovvny zWT3)Faewg$j^YgCP=?3qjxJRnXOC|ro`S#RB3e;s4Mjwjc3@EP zcrZ_6GiT33rKj9#q!Y1189r zjQ}a~vyK_D;4Q%h+6FniSdU!W7mQ4p{$@_}A{tGK*02~?g^WRMQIw^*Q3P|Ng7Ut! z^h2STHu{0bOoIOlgm>#b*Q`euMAg2ly3ak^eb<3!ewvKDU;5Dm^WsC5fi7y(!-l zxNe^Q4fs+czU}*Tk3+H9XeF)fV_2k2_G0`JwPl0?EO8AT506!3ZEY*vJVEtoblT21 z*J|49)$)f?X(gJnk7m9(esWakXq&106%v2V{%@c39^QQX{X)_G>+JRJ&0xDP+4A?g zpSQ8&z=wGr0vipe)s+M7-vH@>yF?$Yi?q9Co8N$4T?Xg2?b8IGTh^9y+q(-N^HuQ( zhaU^Seu~IA@j7Dt_@`i8cq{F{35s)iDg8XI^SgKw*JO0| z_h7{TYBVEPkVYWr-9O~y|DhPpmDkh)W4Zbr{2d+gf3-PTD~~Ssf2}~b@HMLy!hh2= z14Y~8U)Opax0Lcrm7aeqjp46GmB)dEv|Szlkjwk01(HtwHf`QtR@+-(3HWbQ{ZIG! zZ&Uq8RIR7U%h9niOGn;{O&0-yBOfGB7&;4Iju%2uj@ho-7c%#OGV#Yii6WNEU?$Q- z*Ub7A`)l=3>r|L)kJ+H!v`~6qOK}*7Tg2LzUGjv3l?tF;`*)1}M;8?KM&mB&3g(#P zCk29QC*p|iZ>n3e)K`pdO@6qjFF8=lc<#j#h9@4lPWKzoRciT{U;iT;{VSNJZr>J^ zvTq3MT_X_gf$O02?H&cS+{+h4&Gof0yWr^%E>m<=DZ}75KG#2n*2ssrJYT)0@})eh zyYFBv18J@bq|dVl)|pz-d!$?B&vW>Mv4}KU^uPBb)+;rC{FT=JBSHt=ev(cA{XSJn z+a%TIHEQPk?3gRg%&IzA^oGX1bt|~1JJHJ5f8Do3B^JAXLHt)H`H$>XELR(vj~GN; zAv=n#8LF!ME%8SHk>{*!MgY=F~05 z;Do&X4am#9tNkRBH{t|hZ^+{#3;0$q>i2E7=#SR9XQQ8}bdco#|^o zwq*^C*f`g5Uk5g+ed&!@jgG+A9Bi{)ZC?Fo@FGfCU2Qwl44rN-ZY+^oC0QF(c< z?*qqtcQ{koV36O4%5~hvZ22EGuQgYDRnc_u=Fsy4?1WN3`PwY}jH!`4AA>wlO4rdX)S|ThlYvwp7m;Wou`*>Dr{8#gDz;`y7 zpKRN;?bPaDbIgBCY-j6V^iEO^Ibp=VlCPIb@pDEbO5TQKY1-n_(4RlPrhC#=E8~Wq zV{?GR{e&${RET|p(T>Ds{ZH26d*Zkn{I>Y0xJbKi*|j&HkoFPA+a#b{WPBpZ1ypKG z_?l92yIZax0rgba^xGMAba2yK%{o(pempcd7({|~XO3_OAO)oUp6CA#=6@|N?75=% zjpE+ia%Tka7$(^m>B#UkX2Yat12QJEU#xc8OpebcSJbOLKd@^t+lCTVGlkT)27QL3 zA>?paY)XIqwGjA^B&Bf?lyh>MPT9chNhIeQ_la+_nc$EA*ca(EpF)@usn#E+K8 z{*xVBDL)n}|LBgUt`7G|O0UnA>}Z|*qFy(bX8rM_pBf|vE0=5&Lo=R~VI`~JE(YId z`u@paR;6B+>bVB_VvdboG@Tl552?f2(ZJX@`M!8GZN^`v@d?`L#(rvM|qx}Bl zr7;;2MdTZ|Eut484S@!+dw`%}s+NSr=;in)&ss6L7cM)^AT3IXeZ4draP2e``Q^i5QJGaa1WTk` z#W$UApW#o2^SsV0e^f@*A((QJ^fSMLW8i>mj1`JzHTp?x9@r{NakR`t&8@d##Gtp5 m!ovaNFnTtjg~(k1pyQ6kDs&DCQh~JyOnqUpo*%M)&;Jif++dIZ literal 0 HcmV?d00001 diff --git a/doc/tutorials/features2d/table_of_content_features2d/images/Feature_Homography_Tutorial_Cover.jpg b/doc/tutorials/features2d/table_of_content_features2d/images/Feature_Homography_Tutorial_Cover.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d509cd9eb72fd306f223f2bc18b989b32bce6776 GIT binary patch literal 52502 zcmb4qWl$X76Yav{!7aFiCCg$765JucE(x-@CItAQi@Uo8*FbPsBuIiSPS8aIgy0t3 z-GcM@e|h!3zP?pcQ*~$V>A7`l>h$UE$C<}v04YonstCZqzyK&e4Z!0AfI{Bc!qnBm zoW;Z1)rv(4`dUH~x3Fo0wjk39fJ0009E`1A??*Pfik!3AJo;^99{YmfpkfIv(j4iFoNhlh=c zjg5f`!~$TGk+b6P$>LJH&@gqP3`%6oFf_H)hJ~;;`{XWK{me({Zs9AZ=F4%RV z5b{RbCAm<@JhXQFX-WDguqPk>A4C8U3j_0MU!ErA$N-oan3&l3I6zz=7Vv*gJpqzo zv0{_+1tsFVkbT0-ul`Lz$)D7DEC(-O6OeyGT%oENrv`PMXcn$M&H)I4PXJ^6H3Wio>pL#!5FWbVN0a? zja7P(2{d;|!t1pH+iT@1OTIN#^#*2Qu$QDwBz2;@1zYmA%%>r^j&A`2W2(*&Dva{< zE!7<8i0XNC2jmez2c%Qg%yKaLp0k=})*n|tG|(yTAoH^FB&ZE^YvGhda|e2Q$PqWt za?glicifAy>3WRFG^>bWM}dB${#m#d07}DV_Lde5{Ah(s)~bHDjmb(&PdH7Ci8F&d580@Hx%ZLq z!4(Kr^g4L2gX5x_JEAJQRnM1p%J!q_6(bLd|2=>{D#Y3=iUiCfG}oalGF1@+zDiz~ z=r0}G(;Vg5IMY}c4LDJ?PtMK-x9g2328M?8!?PsqypNph*+588tUcD2%;ni>9>r&e zj29H+vlcMx>@=sHODzJ8vfcVr<^ICvH#wk(i50AmBQXfJN||eJB7jAR#lmW zF;Ys42iZ6j=@-FhJvE}fW(zS;`@-g=Nl$h2>*b=;=K$;Q&oOO~jaKSv$V6TPRdLeN zGi$kQ&2MPv?@?MxEXi~RgsHOl?@03CNJIG^{~LiO(Yr^$=&$OMiP<1*iKlt&`y%NXoKV~s#cjzfp$iO~NkteJ8sDb= za!W}KW3?u(D!S`tJOU)znhYe9!ybD4#)HFn_DQ{h$%&=KFs*XrX_&=kHWjn?68oKL zk$Mkqfa|phb;>@gxH~1fg$ZGz3gKLHP(Z9wdW}rq`?I%=QHn~W#>@~Y(RjwY`b?VR z4n`tCD9*dDbsQZ5;;g7^|I&D9yfem6R3u9yu&-#xzMVIOq@b2BJIug+q< zGQK?7sW0~yQ@M_Gm|l;kqd?ZACGvQV;Ig!?xOMoXpEG(SB=ds$K?E%2*EEA zS&$k1njrS)ne~qsrwSG8N^wp(VTQnS+&!Iq+#zw-Qsz&;2f1sJWOw_4Ga}mw(otnA z{hghC20;GAc4D!q6yZHR_kpc?Q>Hd6qMe-(1GbC}lr7&7*g^W$S-o>>P;Mm#5||?| zbuqx`bv^Zu?Msz*^)C$cgZ}lDj;SB<(qsy5j)phh%emx#rWG0d)D1$Hfh0X;vQ6Aa9QE$g$okzjM zmcXS4IPXNdTC>@^Ma!~ei;oc^SsbP*C$=QQq|`_R&VUdn2DDzliM=Vg1fw? z)^h9SvZMe|Nh_TG4#gdjqJFxjfTc7`f)S_ajo)DhgMkc*1%`!=1hoo!187K0VzIs2 zsxq74MNI6;o{WT?s%W$^K6+t?`u;Vf+YFov_=bbC43DJI6S=CNxSM2CvA-iA)` zl)0j#Z{Ue1#4M&C*-g03{g$&ZqAjWT{wr+dU;mK`QSRR1B+vt7LFiOhWY*0-x^HRx zGr5{hrUv1@?6cZEG%|=Lt@=j829;Fan#x&N?GHhi&Y)UCUZ-5aay;B;U7VpT3GN_F zN2eeeq17rnizwoeI;KOoPD)wDF2WiPW#?oebziq(03fX2eOVKWTenxz_-XLNTrs7) z6fdDkJ*$(L#hzk}nP;?NB)#c)&zXnQNg1(~h7)EU=*X{Cd6tCZe)e}H@ViMvuUpuc zk6S!<4PxVmq__=jEt)7eGMwh;EhN~P^x9_ctlS^NkQ|#IK`qF2JPOp zI>zrLTwZ<33P{beib6l{KQ*DSd{9g*m#o~MeK?Xt^0KoEhOYqtLbFFXF+C8iJ!^5& z4Ud3|qXMF0E{F|#YopFoVxS?fNL^M|WiNM9J>@bs7og8Gx}(K~vr+bHmip5_$B7I+ zox!ePH^2`WK$#R@uwp7$d|h3B_#Dl*qnSguYH7d!cBOpyD8eYU;Q0YI^>|9RVVDCb z)s({^1varsUGh5RU;WEy4 zP_VSW3fwCn{y!h3Z>}++?CaC zqbD%h`!bHMHX4*gO(Trd^2anE0qs?RUKGP;-)gIsuiK2w%a0X*C;ox|c?8@|787ST zkI~ag61ifC2aPwWeNOY5)@QhmtHbFKp|`x6xnCpwWVh9U%I z&5@W$&fpnIBhSNHeX2~Ex0U6`K^!@6nuRb*61%wD1JL%~=|s@}?T>&h zstEecW~q=|&h_h{Okk4CPV|aW0Ot{|9|~OQsM%ojL_om)W_$XEf3p8A)dZexJqx%O z#n%(T_;A7SJEbV3@n)=woUZXdj(OK|<|RS>1g&vxl#+BRMw=)-vG%<6y!VXiav}@_ zkcI)nKzkjuRO9NtVH|VB>(P6%^lRCGqy$H2E)|C3WR;XdXKAtDs_r8XT0ndVc7bv) zp$P^Xbl$0rE+M{F{TGgxhz7%bDUm?jIU>`872HCjcvXx@#l^wsC36G)z(38SQKHp2 z&b6Cb!Um^Flv~jmNv|2VX4iO~=h3J_pILjJ;a(ukN|()b)YMLm9(IE&djV^@doog1 zS<#;3ia2;TfBvf;b1iuvdluVTimjQL68JnbTwp>=f|v7#hRN$z8mlWIVvvZi?jiW@J@u+jp-`#V0QN;Nt)f@1w5fJV zMB43;*JK$CUIX2=BBDr69?B?xULA++62;qjZ7>tY;F0uU0Vh)uV|(?+e;X?&m41IM zVqw)EY%?{Oskzk?p5{muI~acs=T{qS<0D{@qFCAFq3&h0V()E5g*O;)mT1RDs-qKg z31sL$suOuOFE1GSD$HpxaiyJuSKhgI=Mn|V1;cg+Xbk)~!((6bY;9ExGIV=M(aS?_PI;mk8W=VhtZqf44I*2IADCOBo4 z8TAirywm8~*ej1cuGry$3WIrmp+fRq#}YxMyd06F2z2{Rt=0H<-W zZG)(yNI-MKO`6#*J1Zx;XG7Y9U1{FCNFuagY5!?*K@`WQUoRcsE(KYFn~%mk`=RPV07Se98~o3l@D5&7Ge}XwIH$G7 zaP0~wb}4lT8MX1FMudDG?G!2#`dpKg{8D?eNUHm&C~$^L5rEqpnvj^}g~%|ge74v- zqpL{99I4N4&x)iHRL7w#9{h>H24W!9ZDK>qR8*xEKgVPBBJa>3*HI0N$zm7X6t(xj zm1xp>{rX&=+^pXe(M;-wnaB6=#>#{{=>_hmBA%;l#M}P<+a8C@SZ2Qdl8qf%-Z8r7 z4%3WsTb-oHbewUopc?8Nvk4c5e|cOL$l6j6z@6<)*PPs`q3*loKRcJ#ug$+v&TPCQ zsvhPVfJ(~l7v=^j%rYVu+e<^mbAwwWek+oR|PYouJ9qD7srb(w*qepD-VAyOX zj|xH%X%q0al;mI{48i@wGbRa>7xsRYw?%y`&tV2h+o?`;^D;5WU>!QT&*i_vIE2Vm zv&NQ$epI1bY>ImCb9wDRgZ>Lz1&v`aJ$$hN1Gyyfyi{@-@nnt73)ZP6gpGV`1y6nc zTTZ!%7kCR~n_LY>Zqr77TgHA{RAqg}`UX=~MafNqnDR%M{CF(E#CT=W#D9@E>;^u) z;LDI_G0RXI7j<-g7GQa&pDSG;nO3w4CRc;UG?Vv|=aou!_nccCj3Gq=9iaNDo}DfT zpuVU5iysgr`N2w=rxj_YfffcQH36zxQKNsm|@E%YWHaB_C&b z#F1NRlwC2zGspTvntsrA`5cCKufv(4TZ(_6;me?N?4a~Ci+v5_5McwGAQ(ND$TAWBq01N*?Aek5!{!RH+!_^ zC%R}-&D6&8zqFcPZU;u*!ZR;Y2v2)mLjfM5MPIWz;Rc?Z0&V1nb8Yc#s)Ir!LcLah z3}GWY2*DW)@hz$uW$>M?9f~hWT1;1!FELT?^$VQUYUPo22Ni29=U!{*C7J`r0VQEl zM|KXV5t|6>A?J(TCag1E%N4`O$6_e)+fKsJ@?D#X;5PfnFS#9K#0kNo!$_E2>_mbv z@+fY`xn`FlytTWMf^t$Y$;rO4b@;EWTjP0g(9nO%6-rRoh%=)UBkK!%V62vT{*hrb zm!B_a_*Rpno5e>Ht#}tF4Z|4t%TNvFHs5+P)e*4NsE%P6BBOK!g)}uKW(5Xt65rIn zN}KrailmPsC@J({OLhUP!fYhaHTLU_m&OBC=I}GOL9LijA&sF75Cg`pja0164p5YG z#CBs86FNr18+tuP>)E8-G-_0Glf}-mpAzz;sIV*frC<}cAo2|vp5YK$&aIL|tzD~V zUwG>XO6n9SOsN_1{aJ$qoAOkt8c$s#+_9LP*`l{Gwn2xk<8(xEHSi!6|LCRpbE7a1 zg>Vf5356XzI^~Jv(NFwPaZBH`a@$&a35U-X_15i;;Z;lQ5U3trqgepPdRR_jny^|z z<)J&6SAE(Q^J%_wJ3>V!sS%MHNHSy%lbzGeawVA zB~qeY9+$1dO=M8nZKo)H*0uM8&Bzedd3NWy9HdoUs;JwNf z)^`0TQ#Nh+^*D97VVp8uT^>sk#(1`pC|gEZylHl6&G^hRF`sp#@XHjvSoWUK0-f)d z_O8SXXX3A(Vh6&9Lp*pY-|>%YRoy`pD!54q$dNfd3^(T5Dm~Aw z7W93Rz2tdcuk8|xQ$i-o>RH8{oiSlrDRwFMi@2aMzzg2@jbihD^9TI{nl@rdI}lc4 z;=GbiByz$GyU=bI+J+M>+u$u|EV(@6MA~qe#Fu86E2y$(9eiXSMvgzgX2)1Fv)?e3 zrD9RkQmpj`(#^tN&j+SeO%kZ?px+XU7-Z(>x}0wb~2v>jXfr5|2KV?(_IOR0gAW3Z`unSxHw7z(m9yIl64zp1-(KV2C(j$1Xr zUBx~A?zBr{q8QpOd0!>jt`e1K@$T}kH)jI0qyKO^b`TE~<2UX`IEfZX5B+aezuIUi z{Y_phr`P64ULFQ4xM?eoO`>5-1`g*YdzJW^oYAS6UR0%zbtd!_%ING(6rW$Jjs7Ks zeSoeafa#>Qa>;bt(kz6zJpwi>=d%bg#IAhpBHqSaXz7FR}yG~-ZN-#97X)OWz5@rgU5fxSS?+QlS8(h>k_0#ki8H3-$gao%xTzSFGzw};0N*?%gCo9`o?NM$6kAaYoy z+Go(R&cn(D1!bev(H5OA{5yXdpNXD7hRS?&;UBM%^roif$K?0!DbzBqo80X<9Q ze%yQi^$!8mPAPMY@eEsLjg1w`cEoaqWoHHS{drv#C~*%Fnr${lP5`x5m6^29BH z=~K-kkATaf&c9+F;?pvRLf8KVR{DGj(C#c`()UKE=C!DUjN7IMRe>x`rR5kiqFljw zo1_E=^px@wn~K}APeoUrL~mzV0ukFpmLNNqJ)`8HCfpZ4vKzLHxM=$S&IK-SfoUo# zpW}%@ux@qK$!JgmCyo9uUYa1D`PJk#Fhr||5h*3`9E^Wej^eR{@Vs9sQC=`zFANyW z)#Db{YbB#|wM~{#!b0k2GrpZ#po>eWE5&9B3JSw$+>?<$^$OjSPhi@MCzr~W=G^v~ zgnj-hekq(AJJKqch0FpySY9+DgmnML=Q|<<=+);*P|i{?O4>cjnVPPTJy&k7al3<= zA1<8T{D?g0rXi6Z!3v>lEIg?;Sg!NAoXd!b_-w@!0TsB4rGZKKpYhj8>SbyHLXUuh z+S_5@1+PjDVd>B+?(+LJu?4%kW994dIP^#6y7~n}+^T?H!QWBjhQJoTo@;A;D&#;@ zauv_+8tq6JIi=-SGdpb26r{kNPljTo>@FHf=WmZVS!rCSc+soT_~|^bgRYvmNs>?fm)e z(~Rz9)6gEZkbAc?{B$Pf=kB206PfDn{+E}9N6dBe4fa!BrOcP1b~WDDc6KUF`Zbre zLuh}u2Yt8b{dTF2)Mv_e`qQ5o0X;t40y94iZhB-}cxG|?5b5!XQTed?1^vup?RGsG z{Z8&u5-HCz2`iM8-O0P~*5DQHfbl|T3uE1gG)W(VO&wS6ft4w@`RyCWqx{O98xr?| zn+Gdt8KeKQWd`S*n0DAG52}Ou?{0oKRv&)#Ffz4w^`ia8e1V~67~2CjH|80~EkddK z7v~H{Y^Gy90#2DW-tSK>Qr;CQDe)?eCpu+@)htPKnxi7QXES zBPy$2#b;OUio=y3%-PYb^!fe#{1RDv(<6m&A93T|MY0jb&q4y# z2IIrX=K@Fqb_^vskFI*Epp=9J4Eix`N9=LqwYJrPW7a--4r0<{C>{(R8bh{1!*DWM zeDURDxmH?*_P>(#PdVh3P#g5GOToJgH}}uoXS@>rd;D5^!%*vn)g4C;BtAZ_;;pF{ zh%r)qKAT|G9@{0X@}x@WItjarE6&OdpC@k*3QOV_relz3$~HQ-CZ>KaiAVMSHF_eHjSsenG35?Iqi`_z#%Kt614>s~kO^Jb^M;Xc-kcq?? z2Bgu5HaUTPv&T2m=gooo`GMV2S9*(ns_$q=~rha=euA1m#Tq(Z7Wi^rAHV>2&`bdC_o#J!eda&{ehTNybVJ67>zP(rvp3Urr=t5UnR%!`MR^tZ9qt*kp2s^Ixnei%e~4K@V6l>*Snra-S51#pjcC zd3pl7xnMeT6F8k>!AZDV!v;s4sJk0G>vC}Y{neLCHaS2vBEfw-wH<{bU3MlctJ#j!4djsr zKbllaU`3Vq_?m-^1aY@VTWx$v6AIl|mgHn5$&Cxl(i)1M4dLth|CROUt93bEF`Y^` zerG2c-Own4sFiN8doIfNYb6?d>(9xed{NMhqb9g!&fb%P@bftMthUseU| zU0<_2VRJLu6+y|S5GGFO6=*Q7D@jPXp%|sXlWVq*)6+5;VxyIZ@%EBzd zh$J%NLhnwRZYG(#Pq4}tn}slr%uz{ve?+Ad-uNZ|e5X#MJj0}&|C95#h`0`wL;sV0 z{y*8Db3MmsFY6(-K+!8ua+_#t4DqB9EXkffP@&x)0a9)mOvQn-qp2?|)dp zo1|v0#~5}Q-&%a^OT3vI&wx_;4ojaREi+Zi+#hV$fsQ9fM(#5>uYiY@QcBGXpW-K<@1ew>MPoBvBm$#tF z2<2%u%!EId#rr1lx3Rj%dLEIp1^a$f z_4p3@5NvVpeYgES`pmg{RsU%%6z`a4+lFBmk_O`#PT!c$v`ma(xGwH1BCfADo-LvEJz5d$+sL0@~i+m&; zN=wVIoxK-+sDs9;2~`RFzPb7KgXduUMZ}_11kRUwo^uc=0W~VfZ9`S#x>fs%YHw2+ zscN(L>eUCnZ>Kl|H=0m&HYjUvo%-?mo+YerSR;wG?RJ>!cAzLL@|0W);KXpj=JW`# z8H!oUm9^IWmM)&ve&b$s1fYFC!m%0k3z&TzfqN{SO4J04X9*gu;SmCeb_`;#+~ zI~PXl^&i)M5PNITRp1EM^BB~Z$$Z@v@9z!MmXs|W&t{yN#g^lWK4xmqyQW|^#udw( z`GMBsSEa=ee|L1!)eR(Cjp9dsEZ^XLGu_pkYkz2oI~Kyds9-SzO^v&>XP3)BY&xLe zeuA+;6KU4abpnJ7&6mMIAY56{X1e>|Y!e@M!}D>~L3^?Oo7J2J&*zc-7S3NjV?ZP} z-&m~4gphrg}vaY>yqlcMA%iN(^^Hc&^Yn9IuVoNIr{(QH8BDR&*W!m+h) zM}a)Yd3V5amymcfu6ClO$6eXqDr_E?60>W_>GeUoG=4DibX!)Z?CRqc@`BCd^W-Lf z2H&CP7@oM$4Z3iny3%m{5-IU7fubiKbjnH$!QE7Zv_AY1slOnjUj6DK+ND7hKHK*T zf)lv#>fc_Pzu1{m>O_QjrP=m-3)SyV+)g6B)$>07p%-Mg?+|R474zmG=0^a({|mKY zu7JVXc0}^mQ7T8dyKbTHQMz}r7}t{~d0G|OH%EE`(IfRrs1N=xAO6xjaE^Lh+tq3N z?;ivzG`=^cdW!2%T4>x&Xr@!eD&6FnCm3eG!Aq(a zrsN{#CjQxyD*z{Elf#GUTNB}+14Ehd00AfZx;q|1u?7vTNdNOTd?mb-2ErHnU!cpM zwPaT7A}D`sLZwg0ovyW;q|85O*VPSY{6ISqa89M4l=;Rje8R3}Qjhl?jvWACsBy z5v9iz_XYPVD@?LTtq!{7k*AV}l(Nf|1mGfeGJO6XAYJDdW620_S zM^5`m#&gX^(R5O^f=mBIR||5XzpB25E$W)QC(4^U`12pM{=?BPn1XAu^D5`m8cAp< z2nhs26sbx>V-CGMzsYw>B45=;UZQv%neRg++9KbTsftp9Vqftyuo};uHIwjKOLSJP zEEIg;*-tlbvCp=DCBo=!i0psLC6zG4gP{gl3A+<=n&m8D2vCs8V#HN)xa6u$9W=~-nrLw%jN{1WincfK zrZ-{GI)>g5mz14TN-bi{HiIPu8^S~=^UGW4;!@2LbywunB*@*j01c|twB_>l zyn7a~YwTw67V)R9kp-gi4E0rUN$ZcPt1P;4gM5o>?2Q$d{7>F z!>}U)kNlGbz@zQJ5d3uiMgvjC%D!U|aC)^XedFG6s~zYI>+HaF*-51fakN`v4e1H? z%jlu4$nRrxyQA*cpbH62L^-;%tRp7WiCKRiFuRpdpTUO6X>{GQBPV3kXT0c8`IlwX3_3~_vhIYzxZa2;7+(;uPI8WUMPkXp32(hTb*raiN%zEsJ`ef7huPOqRI!M)$qTBFl<7qqKQNduQ%8+gKS< z#p^5LhRi2q5v%-%=LS7-UgQM&%czsl4|&h4kkcVHnP-Vb6r+F)>4~A=`zKA&41y?n z$m+&^BH7{YyZ z-;Qmo2ujBj16^LJ6cPN1sXVPEV&T6aCa;Y~s^>Ac)zga=lx4Vy61^BrW4ic%>!Cax z7SDhdny#@XGi4O7YIz~nW^k%uvPS7O*+Wv}@E`uSTqCLRV>e?&6w|4034mT}kzckY zoWKf8(6#0l{&k^M8jG%!^rSk{N>0Rxtg`wd*x$Exryx>iX44&5`N}?w*LRaeCZ>$P zD2W~crac3l12e#bfo(owt8YFap4q^=4oQ!ro`lmpXUxcLRXnyd*-`S`PWnH4N&T9F}EAP6CPx*_sNxoP5<({np%^%A@KYpnNxF zMUY5B%f-uWubm{IYM^%RrAZ^RjqZK~WP)OVxr2dem!>qzYcxY_FT{!4&Su#j3UwYj z_T9I%OFj*k!R^oDLC7yV^NAH zm4;d|3!GNH0iyitGppM$YCJY_4W?9a7Op?)U?Z~P4aS=i+}WlA$4BmJ4Wtx4)jPQoJwzo7+1+m zql&SzJT*o0&J?bxT$xI|X}c0C{#0@+*!1$EuO1VM4IZZB{#sUYkl=F; z4-^z^gYH#R13MW-{&40-Advaup@em-;(gR&kLqKQU2mBtx+C}L{eC!Vag zzP*3gd4BH|yCi8*P#D`-b~B=$T6?wM?d__iK`V5On(@=$MUgxusbdZsrf#Zl-*v>{ zN&5pgp2>YGlMf)Ow^M}6e>k6*-$M2X10pe6k+Ysa0!uC0V?5A66#$!GdF`?G?Upjim3&EfR_Ec1eD&y}wXQ z$zU;RK~%f#=m)86{_Ew}QL6s(JNPStBmNJix>NRj$t@bhnpb6I{Uaq;KKA78%+I-_ z{eREBY7sS~>>0$IV)0eN4%^>T_2F4As=cvB$)WqVPbDf|^s)rLvb~Z+_de{&=xeBr32vYjLz$RP<7wIDWe^Ipk&x zKdoaGKg=a`^$~!_o0j?r5Rx`XgpRJ(9_V{tlXnvt6pU!3+u7yf{7v|M>wrI>%aQ8W zBDLyO{N`tiv@SKt#(R4YCQ3tDz5`)eE-cTD0T}|Oe0t}(FfZGgd4=Gt=+%~G`R~7+4vToh()(zgR^suD=hWn$^7RrfG zv-s9DS{`3tu?B!)5o6KXOQNfdp>;;~b6ElBPV`oO@C2)Odq!6*>1#Ph1%H~A|1q?? ze&+vcs{5F?6S-PW*755FH=x~E7BMwIJh&goiL7R*zoQpDE&ghe}HcdvfnMt!eV z^uAx)QoD*62*3%62Cw@0PY_nvlp$Atv%lO(Pe0# z&R?Q~&-LLv^^fW;*}+iCn-Udk^-Zeb|Dp$5nm5|^G`Wkq4K4)dBF@0lAwxq3MM$X_go9Qgcd)baXSMU#H3#MjU#7K`GO1-1ef62cylAk_ zcaCJkXz%8s9fUAzp{#L9( zS>j~0e2HR}>bQ@xzg7QW@T;}y>PkEdDJDT3s@}}Jg2BwC5v__*GSCEtn>#K(Ea{~& zS`Z7>zZ54_H1{M8jVIH94-Tr!>Z7;38C@e>R~o9+Ukn)Ji}Kku?;6sz57@I}SmL&5 zKqreByE^w|4AO@7edhl=UWmJEu7Lbvwh8m!O%lZz^YVAcwfHW7*!5CRn+2Mn(-Y3G zqxxDq?}02B6McuC&pe$B-+S5XVsEE_oUp;T+7*%SXBbmnKqMwMez$Pv@mXmHt@M82 z{w#+Skz=pP59?+j6evm#4eCFYxDSkVx>F^2yF0h8#8S=C_-Qzb)rN$f7gCe1qO!09 z0VXi^siW!iJ?0UOs!gjPBCV%5fxB-kzom1=50GyodsYKWf~}ze2BY+q*HFlpRKg z_-6KA;FD7~V-r454=&3oCZmtvuYO#rjwQmoLcC%AJ|t4}<-DZREm~_nbDoETl)IBNo6=tb~eKRC!@EuMrjNBOtha z!7g?wX+Yjev(#{Z-Idu#^-2^#s_Oo-oJ;#pRI$qQL#hUmv)8OjLDDTQ2b623mLltQ zp%oapi#sy9ni<)4U(8exb{vOGKeQ7Q1j%s-{JbfmiF|*&aU@8akBr$h;9`U7Wcf2T zlTB|547OqW1dm$XG1IwKhm$#3cJkn3@Ct4UL!leHVj)_wXsi~A62w0&U;a6fDGbRa zcU+nQ*_+shkGdQr-N~s%`96%`(t>?u8+if?D;hoYIegE-xO04HxY9+?M(*nZK=kxZ zI#r2XJ{e;?0}rk$btvX_tB$u&xflJT&NG88SL=q(qG|IrM>Cj8kVbuC?oP_<-+9H` zXruYU*F5jQ~oW=tOGWYOi`HMO>kC3Bwk@d z5m0}h4&QebX1d0ZQ>7A<|5}!-o`-c)k9SKu@GTQ&z?i^z+tO~pyz8^Vfy=Ee89QKh zxfAS%)c?+xZDe$ajc*F!&0p#^Z96Iqbr=W_7)NzOcgA{N-+ zvqa|RkGoQ!xeI09@rqKy!q{^XvlE{z*`la8h(HO^H-stzA&&_ zh1cyEI?i*Q!@~=&zeVkyKQ-1s>FIj2>_v5HJ9qR7QG7cxZl^_)!ylP#euK8uc=qto z5_h#S?!rLYKC$5>HG_BMj(8)J8RzSwV~piyIc}Xg7f6ciapj^Br^cPBz~Aav>qq*~ za105N9e>XOf{~=86RUv%LJ(jJ;TQs8f7f5-weoW4V+X z;kPpM*|g3WBrnqOX?-SP?EKm74%4LU;MY6%fRW0Zwd99&C2n3i{ZcW9DiYp*_$CtU z6fT}GcN3QkvtwPY)=L^q7}##2JEdoT;e7Ht?Bqrboh~<$L?JP=@8JQFWub;Xzv@bO zZf@)CjT*#2!cWXSi8}Ep(~~z{nD(95$;ZEIN1-1fosWQdy$O;6*Ks5*hlx|Gzr~s2 zUbJFTp>{c#F6vy$yiq0duerqwPS5ba5*WTUN`5w5FJ8^GA#B2 zw{)WOJe=Ofj0jVVYqMP5`!;0P@^XMHQSQzPw+dcB(ht#kvDG1rej^SLcxtfFxYFL} ziOaBCk>9rYRzg#01?_c;pLDdUTCf_OZQyjit9kD!6}K54rAu`j@0r@?)fi{Dr5xq*Z#dS zy_{rkSj}IYO&DsjUfGNwcP;gyvlGcYC{c*`&BxrrUeql04eP;8Waa9p4`Ju%LD|vV zBAmhQe4rgQ^kxu#?GS+Nx?5pO8?*_r;9fjw$29b+S)+s8Ssg$o`~#O3Yz zrJ>ySN{WQPmxxWo#Z;(8z({9|feB&}V_W+pL2*_5n_YnGhIA^&c^q-mBS36n$gD4O zEU+%#QS@Fw&f!kl{fDyrb1PoHN>S@yDf4A#a%gz|E`EOW--K)JdV}|dHe%11MY-NX zcsDjH?x5mEOm`bV^QO)w;6He3+QQi)=f*`vK!`{emRmn{$#G(%MUO~fHVOs>@4!{N zSZtD=n#zbv0 zJG%QuAjLxH202cUv>v9>87hhX9T3J2QPp9D%^47T7lkxbIy{t=So7F4zTvopO252| zV&)K4dT;xw&N(X}&FLpqW&7@ZNj&d~div+6BT_9`+I%4a^!$uzLLjZ@Q(L>I*LWr2 z!hu>-%(lJq+zR(@te~<|DeIp6 z{vvASir;QUV9`|B?PJ;mY9xXJRb+Y5YqPyesIl1sUHE%`{Hnp0&G zTC#+a-0<>;aiZuGD3cVu?sifOYi+Tcw|jderBq@V-{=1$Rj2x`hfm9fe9rA^KOhR8 zLwO|fez5vHrwTnUVa&eoFc}uncei>3pm-Bg?0M@i5h+KsxV`~K7m_%OL^=#+lJgDJ zFt;&=aTOjcE;v2l6uPdIv1>b??rFEc6W`sH$y+F6pvF4E)F>6|GpXdX@4h-Wj%fJu z9jUNOPOoVJ%)_!7{lIH%Gc2lEP`qF63H2)27q!j@^JssFF>f`f)^4Ev!?usE1RZVK zHYRNRN~)_F%y#8+BoP>_G@Z3LXfeo$b!-rN$gZs@kyLcOcIz7qp1&1a6A^ahDUFgN z-F)^-MFvVAoZnvI{gKH~`J;HH6q6E|ic7kClDh!q6we8n z_#@N^JEIDFbxAbYcaD4?LZ$#_%aIYkc>(%ma;j0ALmESZZ2rAwX1enk&({bLtdl6H@UI@qh`& z3Y+J#kYb~&{j_K+5@UC@Ii9a|&zO5VrAZvkv3>>C`xUu)Jp!P(1>uWA;#yrQ+ykag zOHd9c5iwP~QpZ?QcMB`)Gzy@vyBxP_<%g-WP zY(5b(hsMl5SE-@Fegp*R6SDi(E^!?el`gwTijI+2fg;?3INx;fY1U@wr1rs*fMx3A zCg!Dqb1B4>5)X}Ht#i*-oOHb{uFH5g`0(1EA3PWlG>BeO(1YO&yigxK)t zH|0^cnmNz=#yn)*_AGirW)Z40dzt?a8^jVQbS4N;iHUgbX50sPSKpXU{g7Ds7DTya zM~X*pMoCT77kMx}%{udvm(%_gB;ZqGN-8-LF~o3!n*R@}lSAL`1Z+k)KG736!!as1 z_d_alH(WdQHruD3(-zmOkl zEQa;OCMy1Yh5$P};BZx$5w9Z|4PTuPwYw2S>#2m;Ww`7K9^+Kmomhym2dB;d(&@Fl zK#c_e*hGOAVCU!cz4aXmiS~1}R7#}tQBv9e`LFiSE8e7T+?=!?6*;H!e*mgLRllm+ zbAX@wP#TMDpEl-;b*-eoA@PEr!rFSQo{1m)Rm;KrHxGubpA5o_(p=s|h5hFbkn%{* z!h!H)z8$dJ{vD;tG9AH@A;z*?K0`@3Na#O}N!q>Iok+#TGEb7%p#K2PiU5j0q#`?9Y|9vZNPsL6cj%y=n<2)J?IYdlz7%~l$?@$x!0U8Z~Rs5*U8CVTs!hB zQkDE_{NhO_ErQ_wa8n&%A5sV(nXf%7#XaJmyRS-ph6nJV9E6=X9K|`e#xm!|iU;$~ zp|OwYD<8&^Nbu<(W~5!6#S%Ee->76Xvhf~?Nh9;eTon>Q-{)FcAoALP**NF5bCP-fwS`_1Hs@S}o|Fe*kU8&I zqsytTGB-Q?x>f}%Rx#~BbX9?Y&(4!l`e5d*hjVwoBmCkqU@LJWoc(_ zRCH^LAcdgiE=GGhdEjn7Vvn=Mw{U>n#Sw1Ifs9ITD;~<{`HFnvJ}p7X_UJcM9#R|o zH@54kBq*PCDw;oQx4x|rZjVKG{l&??@jk)CfWOP5#Z`a zsA%Udr z{9uTk>$5H>h?Tu>X^YDU`^&ev-YGfdmiAabDiLnt&M2{Jf@VCnM}f$5QQkL!_(~Vc z<%+oBrVN!K+g0Hj)4CE@x__z`LX++mXr6|_K_MylhI_{V>!6)3gX#*a zN|Bq7J}OJIKP&j^he6ejPBj;8qWpQS_C`&RE+6d*$MCCzbg}#_S597HHXexLyv%nt zN4f}CtuJukE)?Q+)hB_k@miEYCf^~$g@0F9jXr@vL;6&u&w;o?;HCTonf4h2IcZ?a zVJAOya&&u;aZ!t>XFO90wad4%#p*L^-TPa;_LJmNJYbJ%f({#LPTh|+_uR_UqUcW7 zl{s}uKd;f2pJZGwD%Wm{XP(3DOOY)~lHNj!JX&&+GBKecS>Ml&BiA%VHwKWPnJu{)NB!XN{D|6~B}iHVkg%lrgOOggjv_L5r!4$W zb4L>i=T1c&n;#QJxw#wQCC$E)u{lq($ZinC!{xN-SGiBK4~ zO;`IVagx&1f1<2mUm|G4xq27fwYdZZs~N#Ok_S~EDrD@)lccKCc(#OhfUU6bOO3pd z`=^#iQOtb_yIT|Ot*o|v@a!z>#$OWPC3)c+1=(fi;io4Lhs!w{R6PfFeQIiWenbPR!E|~eM<~zb<`19*>QBi0t48@Y-?jSE z;|Lt(Ma#_lkOrju$IhaS*TU{yp^d~+TD0eN)c*XLT-&(wi7c|y1BwwoI)VOusNL>H ze-kIik5<&+^{KtHh|TUNe{H!~FEN$~A*V`IcHAi^I6h#}#iq}Hwv?ztxx`;W65@0G z59eNX?PG;_S>80bLv9+#h|3@z?N4cOK&XuFc20}~sB_yCZZgV9l30p0@|;qAt1c?f z&%C@l#Im9#@S6>wek3-RKj}>*UE!Hd5W7G^#@O!?*ZjK2>0WfS&u+qn7pyZ~XMHjt z%9n3=Z~LfH8(s&HN3|V=#TJW$tuq&hxWWsMD*+O2DtI9IX^@rVdeusrI}144RHD~% zYsjHjLSSmf)54~os;{L8vkmcu0&YBkO&JB2WXEPYB;DVtVK90&~l+K^V*32{#; z0Yr_7BT7I%!{t@mk+`A;BwP5JbkV2|>FA6$90ZJjrqYe^o$0*(JmTvDkkOBBnx>w_ zG<+M4sXl32n#dyu7*8|4+^U@P7LBO0qaDdFBb_cvXbSY)ohYWdHDezqpI3=uql8{| z;8h=qAUzX&G9jMud3~UCgZv0*FM3+4=J4L zVOKS_^OzgxZA`0Imp*kTiP|GfTFm*p0X{Ptbt%X*A*dj8-|bMO`w$INsmYBMH+MyD zZFw_=Q<1t7qr9js&P&Omc)T;kUGvRNwZ%Y6k96#LsdWoR*e6gzg1POajk%g*#87XR zXo`?Ha_@4}xo!g?)sg5jGwsf@7j2!LIFu>b96l=%apr6$xG{^#|%T3km4z-v{*ge667AnyMF3Q0f% z=EVaOyB)p{gg>#P==)5ml|eggjYK0n{_cHow%&?&iJLJ~BHMUkV@@YiWw!N&4u?`! z1qQiFxZVeMa9d5Ve)~vlEHCDubMnP&{{Tu-j&Q_OPp@12BVYO=jB}@os-@8Nm!k73 zBzAe(g~w>T9ZX$3 zeMaK8H+1_md1ulAzFDsvL&eT;!?NbT1i*RdF`+UWVV6oz!?yVYN>HUXq~%8h;~3us zI7hQ|S?#x}7gELgG^=_aR0uDT4r>jo;v*?CHq@f)NlC(XL)~*vIJ>lN7~%U+W-4vh z8{24DKo<7jOA-*Zh8DL}pc1y!T?Hdj@U)GFXceb`yH)Kemj%`K_(z3gDFrbD3Soeh zHkQ&EiK|gY5R;{9N^`gdy+(_jT9_(Rs_!Qh-t>Dt4N|pTA4a8jdCDob-mX9F!A!Bl zcODwIJq=bqBb6e54k$_sN>B?0o@!MlQ9dl~?^n*4`PmJ$+FEHTX$crg zQZNU~hfJ1*wxl=$kf1`6dXBlKawT|t=zH(#8~M;4c;ibP{vDrmfo8RVWVb0L)7^rG z*&r#kq#wMol9G2P#j8213x{sz`($EU1*GKYaIkWcQ_U$H)9Mc6r=2?ODge30gs0{{ z+(uj}d4|=1=~e;>Jn{~Iy-_!~?}oTFhVpHhYDEU&2T_hmxNu+e1fM&Q-ciMn?`$;8b#Gp36-$5x? z)Nf9i;)~o+Ona>DAbr(2-U0GfXfl#9y>PS*_Mi=2`1KP?qgt_Ksll#|1}R?yv9Xt5{f-RB?L0-3b@c#0}^ z2N7`dfcTta`CAG3x40hSxYVmdS;mESpGt1~tuAunQk1lPX==BtCD(Yn_e(qPF43vh z3KX{FG(js$(iW5bZPWnwSfNU=!DVJ#1WC26c+~x_NogxR0ZGebdSuiJ&3?PSplw&1 zJ@*^v4hG*y^&1d=RBb$Jwj2WYY`8&lIPX+~zoOHHf$VEp(2|zCsYSod2Ii+=!5(iUuZSL|ytoNdM{A(WvB|vgWaU)8;n5MTxSytAYowDU&UIwE3 z9}^UxMWZ~ucgnxn>Iy$Johv8ZMvAbg$=R1&impI5y&(FOs|X*R zYdl@DsXf(WZ~n-d%DkZ)VrV;ct2OAiYce8^8kigS%N(@4gz|ddAUuG4wEgV+P`QYf z9#FbkA>34*l%S0d59xYd`YkxreXEyZ%WVO(b9qQk zaLwW>WT1NYiNc4uQLJiHPuprrEq*9Hb@N53E#>S!kc~@1m2GaQ&prv>Np`JLsGn$o zHOEtGn5au_B};`p1xY~j2N}oqcJrvk+Qlj&ROGv3%(gkd8C~l`)RCNfWL4uL)|CV} z?Wt(eKF#P4rb~J1tqy5lE{P_iZ}5TyvaTP!Djbz4l*a_LuQGdwaDTdMv4+!F%8JUQ zYsacw=f^3o47AlLXI7oNW18Q0f7bhok}~D6HCv|zf%rw~{>j+Uo9_=?nsBD^!_np|bKl0ycfkGPlZ{8_YB=q-KYCe(c2s9h>WOr0wyb$- zG7GV6~yaLP-2HFzp@o$1L*@RxRaujOo1 zkJhFgi$vFUnJu{?=Y9|h!u)@4RmE8nEibEP)(!{(Tju~|>F1mh zFlc?!Rn9mK@mC3ln$i?x#TtM>>$Y+8DXJPLMpnV#X+hpH)lSWI=d&l%)XKb@!PCNM zsuZe1QF^J~ExhH<&M#W;K7|$9T*2m+G_P!qN*Jb+Vn<5z8D=x51e7SGV?JD}uHo77 zTu@IAaYTrqB&fuaooPrL@>blxbkQliSHxD>PdMe49LJkj(4hHg3n1hY3RSi$<4pZV}dUU&#rj=ed?UG{{$UakA2n0DoHg3Ic%%6=@jTxCtY9hsr23?)GB zLR1zBABiJAqn$>Ci!TUpY;ydkW$>aqq_+P6eqMGlDhLZohDt(Ir1c|DmI_J_Uo1Ra zmg7vfN3~p zJZe%Dy*WA5aH0VPJJc|nbrX#8?SFUb&E!z2O1>VnRaW4-rGE?Uy31=zYGGa#y?j!c zh^dTR8+nh2hdMffktLmmt-lb|Gt+vJpL&XL-G+QSxwu?AhMw+_*0vqWT?0`m&{6^r z2~M1T?mC>1;(NR+bT?NvOo;K?Z@rS_bQQRk^P~iXf=ZNpAOKFs8`oIr?K-${?XpyZ zC8peiEdK!Y5f|Mo`{QMN!Kz-{DooiAzU;P8#mY+Nrc%m7j<=|`g=By+r2y#|=4x&K z0Es=Bt5h{{HxXK%ISNde(!og1KJ%@qBkNGh{f6Cdjbe9#xRBngGFxyZGDC7w*LG5z zHd2w#I3R*@DoE6}+{vL;uZuJ!xs0-hU6}K3sl97u%{Xn$Wjb~o`rz};Roq6~G9NvB}Y48ZS<{mtnQ8JVy8w;)5_%`z&uNTjctM zZt|u$+&R*iZQ?>%ib+{cb_H0@FnIty>M|n3 zB;a)V*0?gw!tgCIt`^A7PAgH;{FH?_6b=sGb-zxvRjAwHOcCCYl}&kJ0z6zlA!|DX zo%E!f{v~J9rX7#n;z^SIy>BguvQW8E`@$4Mh}me{VsJCC=|EbM-3})^6@%A&9*5GG zQ>w>|leaTUSS+_|n*RWiL?~l8G9B=z9-efED{L(e%UPQGckv7(K7xRYSYX_x zN<+|Ms|Y%~#q6K2)Kn3k4ReFIzWW(4kjyy+ry)3!oGq^z2*BI~6%_B~SNfew6QQt_ zByvhd1yvvA_%ML%bxHpZ@e&U26La`dk;%Ib}1=S^*#qL&-}4;{;@jcAufJ8DWX zUH8A!r0&JRd=UTOuozB@Nlx2?4__>8#V9$?a zfaxWYppxQ~(B(*8uaHRc$lR%IgswQ^wXO8#$7@*uAxHT`n}gG?U3G@iO5AM;$Qe<<-;k_vBOri5I|4dZ zn&?Z^f*~n!QTU(LZx@fsE&Hl#ZC*fXl*J zxWIl4k(OUeV7M%57aa9((j72CuPtY4_5W8g^26Av# z+C0xHeH>$@Gsd}z&*2=Y>tkbpKC}jENXpfa2Ij7A3yflLow21S3Ng~P40}l6T&K=NeQiL$-x!Mj%W_G9!K0(%Co-Ikl&UM@vW27JJ1^?Cu~;= zJ#qQg%Dg;=O(sqTIc9*?{{ZCHR*HstR!|X^C2?TD4{+BLH=hVs@<}B64-QYR4HH)x zE*VNM_N(ovgU(cOF_il+0ZAX#6&``YP$#y7!d<4@W|eG+_aqivKA1T_kf+AW+I@i- zO`+LrB=fe(4j}sXc{%x}uhh~yGZ>UB%XLVpCEcu>Tbepm9x8CO?NTeEOIwBY(%oR{ z9pP>y(h#d;_cA~Xx{~Mr0JiY&Kf0k#Shr5LtT%7F$!R#=G>4RseFJanNFL56tBaNX z(&Oeg6L9QgJ@~#Z3Zpzv_1nN7G|@Xe*eGp3v9I^bV?&cc?;TUQ(AwaVQO=* z(rfx9b-hblf|O2U!(f;2#8j_0XbX(z zGP!WeXXNWUpK>a#T@{Ohc9N3qTCMoF?{i(mk)u}k!{QX5^DS9-b6uBvYq%u}`^2#_ z;;qpxZKq=Gwn0MvV|@E(=)H{%&kyfK}#HjlaBTGi=3_1JLC>2;3-W zmV}RV;c2e3b6Nvo5iYHaj=-xkA!_)8KKq>_3Br~rSu zYNe8Rb%|iiiz>x1Z{8zZWoOenf6Y<`Kh{XBG`N?>r^i|YjkR-NC@Cj!b&b!yYQ0Q9 zwdXmh{{ULg=327xWhhm{!KX&FslJ5vZq~9(xSYEM))_1^mm0!AEo;ku!2~HI` zS35JdVsab?opgo~AeV@;%gIRW7NXZs7-4{9rK<7-64 z1UGYnr$7h0l9Lt8o`Y9}{Ht&Knkgr(Zre?6y_(&u%dZiPioD|*tF3ch>+Rx44*|#0 zUg5jDv9M3sp}?l|{Unm4erc!tCuVxm)R8r)NR;bN+R^$Vct@Df;kjs$) zN)BA@FEUUvB%wOel6;np$@y1y#)Fd*8}A=&8Bi}eprW3dltCk>O5thwd(0`};+C~Z zB=v8zx%02F=B?OyPFiU{dcslBmz_UrQYoo?DmTsFW=_vz$T7uM%U$*L$h>f+rh6!5 zETUbNK&K;-*ri;sF}^WCtd>WSaZ{Wr#*&~&ZNBX=?uqY`k*J*mya7OC2X0yBXp8aL zY0mvnBt=+1&&AH(#k`a5peu%)@8c|dTwAk5>M6Ko#W&OW#FMAk;=QgPO5^bH_H^oN zMSdBjmlb8fv*_@RI<)nn4sTo?*UIjn6i03qqY|x<@At22KWc>(a%Fr{V(RQf6A! zqe@ms#YO|@q5#UUJ$=nWrtmVIzPoXqeO1AUD$BpJ9gNGRI&rgMDFf;6T}&RF(XMvV z6g``^O=~#ct)$ysmetRRs>0K(oD`!jr7Okn=`2xZZ!7|9_xR#H6Ah;C|0!s~?GDE4bz^8Wx4 z0QY|ndMy^p5&;1zMg|EWZH({pdBhepPrA14+Qf+`eR3`N3Rc-YQbFa+tFAiKbB-Gr z+^I=TbYE?|?w$LmxZzY-jUL<_XG$-jt!O^i9Pi&HVT+teG`iCl%S36->eim@0!K|v zrCvijf_(_3c!Ke6y|#ozdOPY=lsx=tp-ecGrvoi7QbJUp60yEXGy%&SX`Lc9hV=YY zUD;VA1D!b7Wc}omwME~%%y~hV+7erw-+YGplw!wBKqm7$?&efC~vBzf%0b;)kB zRjFO_R02UEq-3WfD#*rnl6DKCF&qcU*S3W}(I^Yh@_-(sG z*Ja8RC94H;6!3LrK<||tmb+19kBwK%rQNkf?=Zb&&jcNH{bq^^l0B_(uI zGHj8T7&0yCWuP?or5b!*=dDMDrW9M6V?I+Q@IsM*0LFGchwD-c?eq4Gmt?kwogafn z2{}82CnN#4Gf3LnN)m?`HT!dpjZYm7xai5`qCv;Y6_X1)DPl_@AAZ6pmTSIB^VRWg+)0G#CGYOk&cT#IDl zd`s@N6)S!90#Cj(UR#tGtBS$U=ySizZ=*b4DsNjGfWvf3rnBni+vwSJc7JPb)xx&; zsc4|7kn@@So2J$Z@qOr8r3&6-N?v;(^y*LrOTRATZ166zem?$?8|PeYF*=d~4V7TQWa@kj%2DhtG% zO=jV!ExB=$+)%8BSZz9-bon8)?yh4v7#ZA(r+Cw}yWQPRL$@K@L`C>JsP5)lnIDbB zG=`LXo>6$=2x(+pWyQwcC{;<2mu%GSf=Zq_p#j*sUt?4a$|MZPtJQ>#lrg zktxNmP|&p~oFydl0CK_H0ghDjiY@;D>kkXev%Gt^oJJ6%k)h-y!+4) zS$&$PI-uX2Pm*NC2R}5C`cSES1H^0sSyjGZ9J{#%DnBKp56-OsMtOr+M%l*H1uH7U ze~1dDSgrvhJ|@~Or|OJ~4*RG>y~~OSaDD}NRrEX8pb~KALBaGmp`2p=o*KBR(iBTQ z+BJZ!Dp?5_&%FUg$KFehbO#jdfD^FZkZ1z?#7Cu#%zw05BDB>`vWkxa_JvyX=`bIAS7_50P4c{SvCN$;Tn{pfO_yBLf@OiQ9Z_ zS|lqO7_L`E%90;X9Iczv5vb|iuvR9t_Po;X+-oC2U!X^ z#cMb<$WhMYYTr!cW`M)KGuD$($1#J7=|_BEds1sshA;*w49bSUesz`3PnBf>Td{VL zacC}ew#|DA2UD#O9#{5`NcjOyVc+fc#}d?897)4#8-T;gRCJ#*mFm^>71#bA!7$SF zChpC(xl6H}W@~4Dno1OYls(G?=q`6Lc%C~)qcf81RUeay)A`hjt`4?VYlHB1^E!1j zT}m0a$~~$1Ct`JL<4f$e1Y^WpJ;agK_nEmw?wwblN;MCeNTr`+g{Ok6$7c`1dzg02 z=yWI4rJ@M=rl1DR#3j9NaQs`7Tjg-d94F@4G}1-JOea#&{jq5%J2$H-&#D!Qi~TbT zCwfy!?~Cxu#L`~#4~kd*rS<;+B;~sw1<#YF%i0667L^Rdx;BzY^6}_U`DUa)>Yo?e z6PsPdnJr@>EJ`UD{;QZts^%vZTqKs`&Yx+!FrH|i8+4CApin-QDYM^TGQw2dzC;1l zcIiq;!1KW<{{WJ#LXMN8ohpt=b)_}MW5$X_X zTN=s37pTpAb;ivuX-*!DP+4BDMW_cWdRku>N>`~#H`fO{3ymk0mMDDs9rz!1B=GJAB1CxpsfU z&M>Bpo?HN|0=RFL1rC`C$Uoht4cPCNmP?@RUu#0tMg(P$dU*7o)3QHBDtH0XC z!cT3}SMPDn{{VEXS(Pc(SCnHuzw;>CPr0EqIUOS|p6@)1$t_@iT{%hosXLXr45!^kYTpX&`j znKhVbx)n3SRKExQ){_41W^HC_m-T!Y(e|>PHYPapSGGtk)T~^r^v-3RY8} zR2+|}qnA5{+TQaIT9}IY@pp)E|wYQ-VQCd<$AovY%%F2bO&O z>H1~dBeJHWzaTQ{8kk9DLv9h(Os~WbOs8@y#^Uf5FagTi6-|3zEPawBYZD%VnmRt@d4aL5~S;6Tfikp*!pwa49F{L$4MaG?A)o1u(8< zQz4Xu{{Z)y)DO=U=#~n4%AGk~^hW&el6I2a6V=qwj+ISiO~zetda~iof2ES9nzya? zi#IuN)|HR4d1T}bwC5ps$4x|fQn$DQLkn?;F{Lc8PK|ynW6#1*u_x!!yKX#~sAKkL z5X@;WDNVA<-fnUfMo9rVQj@YtjO%7(;C%PluwPX|Ys`aq7qcp0< z$!*%VYQ4NoedilaqE4cnx+b+>6qKKRx02SREtRGljX1qv0UmQDY0r{#rAL1ts#y)a zZFtLRsWBx4klLYXd9pUh(6f*}lmahkFrlSroAGeSPM+pebthN0H6!baa~k1byTnvj zFZT;uq5L#Pka3KGf}cF&6%_P-8dhrF{l7 zo$**zvDk0f)2pnW#Uzt_d9TFk!wsWr$KEUIOR7+lPpdSoD_^21I}wYjA*EOA+{bQh zDFXq?5)zf6#HV!>Ijzt#MnZXG8*-!Ycw$45n~e?Bxhf+Khgy9Bl{loJ6{Q4o@fCgS z>=V5z{j$-2h4820-x6juCQOLIDtYjQg_IDW7E-Kk2E#c5h+b|Nb|0SnLL{*MRAa^P zNYqIrDJtjB15Ws^jXftqaQ0Z(YCCOfEA{lQ7CfGk!@0K_5^fjSD>rV&_HS+5v>zJq z)D3grYE8AJvXp8H4x!Zoa#T_V=a%AuU8C9f<&;Bd`H+@e!dhhsN}M1Z0-g1IibuT+ zn`h!XgtjgmO>CPUCdNBKl_i+NKY7iLPpRddyy`o}r8dbaVmy-K(x7|B(o?p2e~nJ5 zVPzKWp4;qidfUF}l7<4DDJ@Aj%d=yB+ct-n!$XH`j>(fX$D*_}1w=wh@xD}`q5;QH zlC1h-p%=?t-MgFdB}?yFY$a)04wNkl0Hs*l8xhZ~TAUrkcWKcy-x^frRIcni2u!Ba z%O!X^hb@*5E@F>Ku*Pk{cKAka?Pv>Rr5)ReR{J>KbY}ozT(UWWML~nZN_Eb0$G_Vf`>z9$Tvs;y<#vg6g-@3^2`wV|0m3alaQ1E3wqtqYX9YoUY?Qjwe!LuY>bTHyvSxi>+m8g}FfOPGUoM(Nry+va1n4H6Ri4!9)zadGC+k;bRJxMzn znyo))Hw)g!LXA&r1v_o~{{Ycza0e1w@4N=h!efocaHO#?gP~=_>`q4efC%%=8igS! zY>OS8$CBX-Q?8QI7t=bGx%y_Se$UEydx+N);!wDgicnH?tGjd$3Hgn_l|G(Fd{-~+ zTPg&ZQZO-`_*+29`P5{h&D^BhuTd_}xeae2L76SaStGkq@DfPpl1KK1PiD?#*ywqM z1tCcU5!W>ZgwcL0&>mrHitA)|iC{F?1bz|E*FIvo;hUSrB#U&l0V*4+Y0P!?_B$VA zKpwctNp0*eIY9$|J->}HvhdZ%iQZf|bJG$!05X-Ua+POD!0{a6TLJ;W-;k!yJXBPi zf;Qz$pG(H#-e*L3pcDM7MM<4RMy&T-|-0F0XQ)z`M=4J5yZ2Ke1)#U3jX zz2lWsV!wq=%X_?Y;BKJEaH*gKZm zwJJZjEweZEsFWlc|=O#R)E!LEEi7YL$0Y-D;O2+z+B>IZ=C$$<|?RQQj zxuN%8R8&iQx^irlmmFHWN(m|_K6psNM=qdKYkl4~4Mvr!18ca%mQ>5>2`%?v1g*6l zK?-xg{RzyD3R5r{PCavf6sZ65?8OTaN)sPMmo%tgc&uij- z&v1l*z>y$;b@)->vWUbbma~a41DpHB@ zRefZ)Oo_sb*}rJdi55y2dgTSRq_rjV1d^qK3CU3L6p^a~R&X!^j!S+mk}nHRX>)E? zE7Zu$PL5DnF;srtD^_+=pGa{aX8?rfVktB$`ABVNPkrDA86jE9Fg*1HjPwN4`#q_0 zTx!>6f}gxnhS_gQQ@&0DN3MTd3f=18I?H=@(CdEa zz;`=&*9+(BXbq4?`&47Ji6NdHN)>=zkdyLAD*ZsI8n)}opna@JA-J)C{0dq3Bq#I+ zfPg|6X*+&Y@ZdH)@kmB&6pg7z$A}}+fUvtOXHBkbttT$N5R>SX{{V`OONI_f=Ro)o zkB8wnK#Ui4Jb$#JN9Bq%PWhlWtA1Fm9C;s=W=1iNmB}Yj+JMCpGCzfDPs+1yb;^`R z1`PqSNIbJ#EkyW-Ki06HO3^AF)COue^R4PSd46@yp@2^Q)tS|tdC(g>?rAmWRymJ) z=$?dEDkD(kKyjpX{c9^(^%ax`a81%8xMm@r!iclJOMz@fD_}N5iU$Z+FFbnGjW1dx zAfQ|&GL;Mz$z(W_^r(Mj{CmW2a9jjjE}ykej43w&nFQg*V|C>6$6A&C+ptW?xp2d5 zsPl3I>S&Mbt5SZLu2j9c{pBnF083B8R`9uQjyAm?-N~-(yoQo^GQl}P)+1URbMW^L z81571N-_FVDZD3mhJqv9IDv-xg_O=@4@93AUN0W1-9DjYh{(_t} z!~96fRJ%-uZVipft@6Up_d(V9R-W}jKNQ?QsW|!M_ZH!$YJNDUy51_!#IGOW`7&j< z470+s-F13ElO4z}pEIQcI{;3=ovPX3Ud=l{vQ0(CJNE0Wy&#q+mlGWd>!Au)i`_u_ zVwddkyVTAkEM0`Anu^g`4z;0aQP^Qv2hOZ{_9Q3;sl+~#Imlry5%b1HUWBTor3Zh# z#ETh(sqw+5*`Jzk^#Y&a_)1xQixPGLv4)bHoKCWAO6#sPs=pgPZeC)1*xFE-y`vmiU|Jz z?lN)n#T~fFl9ra2t0%g&{~jOBk)zki*Sda9ggt?;ipuqLX)o zGyX=K@OS+uEnlq@2ror>Dn{v33q*jE<_Cd8=xNK7;z`oVWkH^g_fl3HciT(g1M*c3 zks9A8cj7X#dXO_sUbMs0rI}J0AG@zweu~Jf`wRta_HO#culA9+)u#1*uIaCpIuTAc)CwDJHS0>(YnL2PhkBHYwC zPi97y7MwsR!QDWO2_zBb2TD!OCgZC*yQ``gx<^mqQvu(qMwNl;L9aE*$`$b#>|Qd3 zO!c)BZ8p?@s?TMu&A*A^xhWdB?Iol%i>9h4Jw>tQ1#FYsb*s^S-KT5R0>bUgsbt|P zW=cv)@-4a&e>HsRR)k2*rN(X!TNXD{auB%0pCPCgkIIyf#`agynf6m1Di|)pe?V8C zfqFCf(}2DemJ{$CK;^B%GM3*;ql53s3i=xL^(*5c9ZW?vD87ca_v>xkk80}Cg4JqJ zU0J2_y=cDxb$o|Qp_ULZfElst<*2IS% za}Fj<#Ym3AGt6osK|KEG=bZGYrKBN3DMd=1^2%0%{@JG$-l5n@P7$iLRIaa}t^|DpoTqv*>_=>GbUP3Yse&}!{k`6f%ez~a~zT)ISgr|rXZje*F zdHUNq^2@0J{FEy0BMpee(^86qx=zk64||TXyXnd~^$}FV&Q!H2#W?mWrM@?7c||tU@x9GDk8GiGG)!CZLa>yxja&@i4vR)x3W&1WobxC z%CIz?^V`tZ5!-Gz<{ENK52(a>#}h8x=IL6JGoQSZuu1#WKZuLcS?K80s--Bs*}o2QUG`!ZJ{*r>v|R4j zTQt5K`yYZs%1^|y7V#QgXd@t$Y5Ul~)P71qjeB7+(9Oa<-a0};!oVa9XF5sn=g@<_ zAvX1R;U-`;8OxIqR8ZpIwIxD2U0wo`qykd0oD8dOxD_E!5!>g4zjm;~mI`$VQU3sw zI!~EWaD&%u9qPq8)GH^d(_N11>b#6prDna9)Vu8WD_U*tXHxIh`&>;@uT4M-Yz0Ss zMM+w-x>A=p`D}i8-k?m|cz)}4M6qm@5yU8|Ed>J8gFL_mT75iQc~r(L7H8xw3~@~8 zsCVwc;s~j69=cvfi%+Ii9>PR+~aFIbW5Xf zbB%$jH5MZb)FjlqFK4>>KLy%HPZt^N+1jm>*!S-3upftJ{@M(?#C3v< zqTJbZA;fI*TF{jh3}k9h*me2UUN08zC5i_Y+ZQ$PLPgFJLo-sYn*RU;yuTI?^r~Um zZHiKVXb2Z*_uEUFQ>_S4ki(cK?V48U$iUkvJ8xY*Zn9l_Wh{w}wrqA-Q_5*;b<#i# zx~T;~bSIW`LvM~E73Lk`v;+xgOEVFW6qS#-r2*yvAK4WBXkii*nU2282^v8UrMA{i z+aWvsYlorQ?hqwfp++r*wSeekqy-PUbr1<4jMm2Dk(H}a&Ut+5KXvaFa&$=tQce&u za1)GzGv+@$(GC@oIO_iZkwPna&voKBi5^Q(!a^<#4b~Nt5+>0-0a;-8T!n(`02}pJ-odKCA;FRhHrGOF?7LZDY$2`Y2 z+#Z+?aRi$+$(Ge@;%KJXFc5H8xnX+|j1r{hAozy+Y(I@}w+XjYqTyh){{XFG({zV> zZq1>#b;tpj<tYDglcTsSV@dn@eP|wH z)KC#y^x-N-F$7Sj2i zeGU)!Rg&WgknepZwu6A@1D*lcgX@YJcePt(yyEVxqC-v%1(^>0lGBaBMw-zP<-lh#r!2~zQ-;m z8*ycZTWyCUrvbEra0nY?rz3%yt}Ofyc5-u%L%my@n{Si$K&4|YBjvWntx?n z8!+Z7ra@NcEXpb$M>PTRsP)IOXU0`(;uJaLiBbOm_n`j(?W0Uem#{>{cbFQRD%~XX z=}wb$x-+_))#{T#R@W}eIL;nQAVr)!<4GT*fi*++$!ovc?&Wt&1>Ov1`?k!95S&XS z;GLYtle)SdmF#x-o?CbXC?6te&-&RUCw7pr)E>U{2hZpww?CU&R0h}t8q>*AmxK(d zL;>nf)#{Gg)xh#BH)XlOmJxeYM;#Mcij+Rt2{>6=KqTkP*O+)=h0MR&m~d(XBFo=nvMkp`MkX2bTWy z2FWTLj&z#I&n#_Sf;tbaa^T6&F+e0%bFxKcXr$+rWdR24{{V-gPTHU~TLL7F;eNwx{fm#WtQwWy~w)m1jR8P@WG&=Ik+^g>{n^O4Z=mP5tsd>E%+G z+(CVY%0ui&xE$`L&vtR=*C*vbIcJDvCBob3WUPO)eI=#;0DA;}lv*|Ige4BW-b7L4 zbCL2@XYCto_QNw1nmzA{HgG%%+qG zExeGd1J8bSQ1O>yd>d`z7C6cS@|b-RgQgpbE;i$s%5Xt7XhoeSy zB^Mba-f67uvi|@J+|1*&?k59+t69$|#k)M#OR3}=;pc8qBraXDBM+^#=vR8$ln@V5 zr*L*7K3Srl>pF~uD(hrfPLPZ?Qs-Qgq~Q5|D8B&0a9Gy)Z7J`aQA)PTk^mp5S3g=N zqFIag*IE(P%y#dZdHvKm;2LOZa{xii=v7bf)D2-Ef^J%}K(W zK8y0_QZ60i4$Zi_Qs7%BG4X)o;od@{xUW>DKx!VNG+t*0S{?+nr8kj}Ps0FMTh_bxaE(Da^Mn*EY@(#|N#(gTgK+rfEZq(& zE&L>94a+^_Ye?$YRsr`0rLeeC<7Eo{hjBwFBL%XMQg_bDBLm)zNULaeA^@XFl;@;1kLU|V> zx3|7AkNK%6Pw;e`=|p_0K`B$zf#9xx;eeiE*W2YG@c5wTFw$(s?%J5$plaCuKbj35+8+=C6uN?gvnfS<|DDJp!|gZ;a5ZeeUV;w^rfZT~ln&dMZ94 zDS2)Nlv~Lp1I;SxMm_7LTOAs9bfvAs?O!~zXoD3#Zl<%Betlhet;~yEC-DpN*CNMs zw8J4<8%vUa5|_^bSPCbXl^nBOq|H;mwXN~pW+6+GR^wV0H^C`RGH`k1n%v$Pc6>JE z%Z2gUa^j3dq&nayI9f_`f##F2>p-q8T;O*|MEOcf&VwR6u%xz6G1P?)TNQ8A*E(M7 zi=3V=8 GYx-rIPTMVOGkIb#`m5d{t#y{x*Il)?KC4KxBSLQB9mOEEHZed}lOPnO zSvkQYmNDVwx6Yy0ejtOwoJ8YrCrD;O5He#pHRtzq@&nXjf?c?ii(|I$!pCj3EM-e+ z3Mm~kk1dT>vHmU`xeuwZ>ZBDHN_HfYa(wEZ9|0^nYMyJexi6-7+V09R#LAvaCDhjL zo}Rb1=b*SZj~!LEYURm~d3I(Dcce5Kd9l?54JBFUt5$u%sLvd6-PYa47FkV3yS;6L z3`UsyiNa;5oR#cKd^rFW9GrBjdVRt~g%)z*NdYNBb4U0_KM}uYf##JoWXQ0J8pG}jstrH78JqW0eI&#SAcCD4p}jW_$bCip)a zE)9`)pu%d{07_4GoFJ)3C0N+!spVSWFzXO*5@Wi!?!7f#+pVhw1+=9gf;^NBIO1q? z3o4rQ*!K8M5vBCDTtfW5?sS2T$=iB!V7JM(StG=l5%D0Y$BGV8RHYRXJvXb-txltA zEW^Q8p&Qj%KffOmZ*IHByFw4#p)I*PcaoyCgg6$GLXxds6=3Jc`qJ{+nAA5{Z=aARDzSJ?YQZZY9{N5VdOseJ;?>B0XWHR zSO@8``5KvB?agrmG9k>6^C9!zcdZ~5C22a+bnFj^42+D7ii}OO$#UFhL3Nv?3>3KZ zeE2#L;s^>s^dsk9TawaMAzu;s>Phxnvx_`uBIc^o#NwavD#@;^c5iGP`zlJFit?O8 zh*FzbY0`xPI)x;HJ;APR5aU8&FfEXqX#?)G$}lo^&(F-#Eli3SZMiQxsZ1xhQ!ONG zaVZ~Wt^Co9sO^!Cl=p`3Qf<6fZj~trY7U~3!$Ve*MheudWT+&lj9_h!wd&7qTOFP7 z+U+pieoE4*&yb=5P8u8GAo-6LPpwN3=2lq_X-YJLqIr`|Q1j%ezFeQo~OvuN#Ug(vnWu=}n%R>qXX*)60Ll?+8%JM*d)Cv0)E@ zxly~*{NhuL1mkc|k>^dHX~{a0wU$&#QE;bi&xanPr2xv_`-_z-TasFRYCYR%N=ind zj%Uj_q3?-HnzR}0nJOLX5J1Cf#`(#?7~4Ger}vrm`yHKfoLMXCm1RN0AS~Q^q?o)DPXkUZmz<(KOJ(~VJ-lM$kv>Y zPW-h04YT!vYei0?<<~apzPs} z`-=PCVmwu^KB^!O<6e{h08Ge5?#}HK&UCZGrWyr1RxjKtVe_Rkhv|g2T#SzB|mPRu}x@sN>eAPE^~AN0xUV zT7cSZX_dh&KcE$$IJBO-EnneHqTKFKNm~Y{pAWxR(mgh^0W%&Y&VHTLX{-{ArvH z9G={g>6pS>2g02NM1GWUR`mwLOS+F!j8GBs#`&$Gp`K^!Pv=EjBUbn{(XgVeI5^D! z<+n^&PB^8U0pZE(O=BsUvAegD6^dT)%ZY%Kj|V?`5o>Uvcqgp^sdo8MTrNaXvE&U2 zzTD?YVYrf4lp$L1M)}4E@u`BcP%}}^DrPuk4)k8g~g>8G)S&9}~A{ zN^IeBlL3g*8aAdI4A!)*wc9JE_}D+fH>+YTY{M?M6taL7-nsx%j^vDnQv%hDJhbM)^ehwp6zJ~0FraC6>#vU7_}Xne++PRhB(y2W4d|g zuD#Ufl!Jw>ExLddobn-f#wji*mv6A&gvL_s8Fu;Wg(Af& znJpFr-_u5&T2Gt{b-NgK0WkLY!M`LGn{-Nz#1{bm&u~R-d$^EoIji=yxNf zF%@I3%18m4ya*I#%-jjL!LDuNm;1toCCmuTawte-R$yQ z$#K?Qkbp_*LiHo^t?5E=n|jwo_>Cb(t{GB|B%e=LPW=2Wmt!~kH)FX=u&)wQkWO5V zppOweia_=M06D1N6L8(u+`(V%81j+{1v6Vpz&$c>dHdAGJR+5EW$h~N!+`1m(!==o zz)8l#ZeDbq>$9mhyL*gDzDE-Jy&a`8+vCY?WomNO?7m-p z{78H*5N+lddD!e1*QdO48B#Qkr67_B6tt^*@YrOvDm<9#Aup}g@U~OWb)*~ua5ZBi z%uxv3GsiYXI1^@6w)EknZ@D(4WDEdO=tkT7)I*CW_O9b7Xz<eJ7+y=dn;O% zR;>xw|g4^;x@gbrFlidG1V%^hK1m!44!P#Dyu)ayC%eK6p7f#@%KO-CBMeSJm{vSsY$y(t= zc6-hTn{nu)yh4(M=SsKV?yJmX)HvGy!wpie<%@h3&SsL6!(i&yjFZ%io?VH(j@KnK zuXejJLas6#ZBFO9Lu{?ZFBr}OLFJM4s6y`VLgLr17M8A-<|ZEXrN13)YI7biobv}` zk5f~p<;;z#F&;yC0Gu_geR*Vo<@wNVAd4>f!_v~XWH~j09*^HLmh!aZ;W#H{43DL9 zIWI|5(R7zx-xmIsI2??@PL_kB+t!x0Tew2dGq)kPQT`MzK!5gI(`a+&Y3RG~V=N!Ig@~E#KafFB##@Vz2msGNn zR5fYFK*D`U>r7?b8kKlJ5;C4~ZDl}|l;b;Z=Z{K{{A6e6w{V`pksV7?qrnRr zoB-e{!Zrh^uR)G`8;>Tw?4&1%FQrLq0We~$4sU)XB7~6E8Q=Ib7Ba_;6A;y%I zw&s#jNWn_K2_B$;XbBpjT$x*!`S%tI)2%KvGmMn^?U94XP{^*wi9OYq-I8WI5x>Yhpmr8y2to=PRd)0NKjBI03jq1 z%n*#%ur90#R+(||PPP^XJn(9gxxj&RiW0EXiQG1Gx=7f7M=AmiRx`E_opKIG-J(xe zV1*IjnOHEkLe{z{sxm= z3!7tRT5x|s(fn~hCD#KL!iE)`R@T(SedrJ4mxVgNOw)H?OK0s+<6!>!3V&JwUvMjh zk4od>SWv=N53#NHi9CqMy#a+M9EZJYrUvNf5^-qZScUs@Qdmy1l`R<~#;!*MeMqbS0J7Gk*lY>7LX4*FHzJoE zCmPVof17M`=aQrSY6AIfgy~9BoCJU{Jvw_+)-ZrJrVu2$h-@lrWT{CV;+q>F`i_4( zD;zTN0@_+uG0Ys$9R=r*>0CJCv$k>RPEyWB!nET!Pa!}Lo|3jk#M2lN%d(Q3ZAMB0 zwm9Y1kdLA>fqK%fKn_g+t=)$7h6or48&olDITCJ_jG;$kQi<~muPMR+Dm;ZZ4E$10 zc!ZP=S@WP7N^oH)LCysYxUgkMQWl)#b*HjGWx}4BIIf_v@e)!Ox_a+GMlBumNy%l@ zsUVzgHY1^<+;_%s_!ojEaRk(tRKN(1$UD69wn7J?JkLN4cg5_4&xWL=027bSsbBQ8 zohDOOOEYOHh|al=s2!BOB`8nG6(6MmM@Vw>#XLtg^C7pc7YRD#&2K}T%@AZE>0Gu-InOkgfC)Bak{xA zWPmfyqg|!&RnLR&>Wwu4#vJiSl!2DsPeKo$r2zUb5zd2bmvgetQ!UMGGa;OAl^$zK zfdwkt85PBwjX07k+S7WP;VII4=R47lJTD_VbLaJ-ai`m(+S#^8L2y0_raZJ@hYkXC z`X>W=W2mP{ILJ{+AoC-gL0b(*x9?!3-jnkySHa=&AHJrg-jnkzsC}UEOAZ%RC5ebB zz(dR=0DSx!PJVPk-P*O!z3ye%SeEmuN*Qi4l!X->?Srd7mN0YaT0@YefHAkdOS>{K zALA6cIUqA03(u`VB;X{YBW?Ew9=XQ(u5E5lXv*Ie6}vAh9Gd)=(Dm=Hhl=jz{{Xhd zrtcFb~#E2E;!PGWDUwxp^%Sa zN9Hnw(IwW^b9Q(z6)(Omw2u;)(gIL*V+SKUZ`019oLJWmTpls5Y{H9{i>^N8pcc|n zpg#y2ltDNf?ka@2A*1hlPEdW4^|{NRA#`GHR2=EI`DFHWXL8K8as8%LcGnk)VHB@A zQtPQpoX&EU;av|to|Pbv#4?u4ZZxJGN|F?p6Ot4<9ga7zC(f`+wg|UdRFtU_mZijr zB|u0mB{%Cw<(1Nqca!t#Qa zaIXpXt9dS-@;8FzO&54#VL$4PzuLNc&rima2snhXb(qlVl`m3Hq3;rZT6(8@*U}(d z*h7b!6g35VX;35css_v3C9O#ayIJIdf7?cQVL#YV-}}O)_Rcxr%aWT+Yx_}@e)16uC>vT^otf6`_Z!r70z4nt8Q+pHj}lS?Xq@T!OGk^cz)w+3yoIcDP<6Xi-~I-IWx&Hcu6Ti3LS!Ka9)SbTZ=HH<4HriXPLupGOMS{K5~L(%KDoG0HFsv@D>J<>K2kKKI0r!AhELGGj?n zbg4@zBRhedbNSPjo|Mc*J3KO!VK{M4YF63E(l!|9w>oNJvmzSJ&I@ZwlG<8Jc}Y1Z z18wt;e)MR=sR?B$FBSeg0k->{tU`>L@Y-$H<()zsd1YP_0-Q-3C#KmM=}^1vihLEk z^RZeHopo4tF$!yPcF5RyVBq>ykvWv1mZ8Ri+e5lbAxd*8Xpy!7>+Mm?=$mM_H*&O3 zLW?bgPeAb{&0FfzjU;o=r?qQlwh_3~OPO`p^YO~wAd5W6>RKfyy|~?6YeGBHl!iif zAx9%f$j+_F3Oi)%*NP%F1!?bRd|lOU<<{Fz-Wqq?o0$Xr$AekAirIXtxwN)dO4t7=?)HsYCiITuFOm)mgXl2x70zQY^&R#dtfn8p&z zStr!;{{S8%MciArK#K{uasL2lA*`r2kQQ=I>R;hV<(|0fLg7KVUTz)KWhLo~ZNl1= zuI;qx0F*WlToL^vo`YaY1)3p087avLw>J0_N|K~HP6q1FGvZG?ZOa(QWjY)BhuOku>f5=vX& znA^m!UY#*WNS!oYVi-jUYCGsl?v(DGT-I_&;nZ>IwPc1-adv3FyFBCH+LpGHa0xOR z9oy?i@26r&>7AAAYH)`ekbvVWN|Huujo^!;_eo1`4Ya1y8IJ7}3QBwTQmhi3?o*6< z>?*mV9z?XKRTg+pW?=;c45r@6=Ct_i?9Py-yYz&qwcXQqYc^#+h~ z$dC3jod+L{uzx}*xn2j|t_qGx0~7#NS|%r9C8hi2IsB=+@GdCaFo!Ywt|b1rqsmw` zn#zdS&=IoL!$0~Le=qT@qvgY$vspkvKhg7p*TzV+H0!S-*$vgIY7nxJ?~Ih7RU>p)JHW0IwLY;ckF{VK2Q5@KWaLu8E+J=?D>^**%hRrc-yzpxd1@Z<+0 zLDpJ2-SI5-^q>kfqLK(Z*Gi1q-S1d&aa}v=LD>6>N$6<{{V$Mi#3@^`zOMP<}-pl#U-4!axy(@pNEd&1x%+<-q>-9vqP&nP z^Kj-Rl{p+ZdzW_R$Nv8SDgllZqvB3?rI4%)V;fWDvNQK~ zu0t*L0)PW?XsN@Bduff`VOZxxiwyNZK6H!kw8$io5(hl;payY6A;;paM+pGxK0t13 z&b_Ru-Xx1QTy&{r59>mI;eb>6V!a2(sG9!(3H zDylm};qQf-sj-D zdS>?}ZW8>)1{r7&0SV>`w&->_&MLf0l$8YJF>(%bEWGr9Vmnv$0$*_DjTTy}C+MA}gtNvPL%tARjPlSH%2&<ey9d27)aYsxEtzi-l=q9|0LLMbO#cAY zlt@!w4=A8I5>eix8ne)OP!f}vWZYR)|6{{X!D^Up9vS(_oC0Yb;Q%{ga?ZxDtc z-R=<@CsLYbLfc6`cn6;^r4zaE)yfM-LYr;Yw(&Ns=O+VidJiT%hE=8Z7SgOLacRWlU=!mtzDz>bP`x<^8ALBqM~2Y>Vd}~rGjy{E>v~i)VPjKrQ33y zVGg*3C*qKeFJPX85RiF{fsxOi^r@V)PSReSKycvFP0GAw*i3g$d%j-uR@ox<8XEPXfk0=*X+W6NYP$quSA(75d@a<-JLjC*dM?E271%ua2f z+iQl~Y0eXcsEp^SK6KXkB3-CQy~kJE#``%1BW1L_1s{^MtI!2d6Rsqa1* zwHe!j%w{s#N)!C?$=m_CC&&ZoLvMH0ckf1o6!V2C3QE_6wvouVq2-=KbLG~B+MvI6 zy2oqc6Y&p~wuw>!N)x3zl$2m$BOM0ksh}ImdC7Q=rbKw$kqra_u9 z3xw_(nLZ?))TnAgTS~&(?+ywHPU%v1P{um+rf8WS9B1Okh=mz2{vKi+SvnnU#Sr3E z<%}E+z44OGrmi>X9pY6bz_2wxy4-OiZwHY6k@{2_` zBohr~BMB~J#DnGcjy$>3XSi1DYLv@wq$j_1v@T+ZS9p?6&FR=AZ?<;G&gV2FI?Eps z0T9qyLwN8nc9yJ^to2bPBpmE|ntvYkak0LnF*Z!;(*Rqrmfp5X)SyC2PIHb!03H16 zTQ#uLR#EswuXCERw<0yZQk>N#VOqK%91SN28-94H&u5$gbK-`TbmDmJ!L+~Pj}SBi z&TrvTi5mgaJDl|DXS3b}v`@Hx-@91U#MtZ7VV8Tx5a_|yl%4WCi69YF)lNaqaS$_-3|krN;myc?~$n(uS@j(k`crHl9v$ODQ6(FYbz z)D{OuAwoKCP$$DV zE3ou+?K7 zX-3Ghl%wUE;FHT?=~cu&*exqZ^4=b}u)j7WA;I(^G)gCFyc+rsc`kf2{{S8uvGqY! zWPq6xbFc@_xzsn$S_dDDI7&iNSmJAP$sCH*+4?LBe#F>P{{Zxp;m8AjvXF%we2oC* zYV;@4k}5g!t*AMSlq(*1+K^hvJg5%!E7bc|QU%p#ZN7Ds0KUd%raxtthS~mn_r$CB ze%;T`txg!?X;IP;rxk&=byYXm_+S1V+R9Q$`(OV6+`6AzSEzD2fS@irXA&j!faVpR zv{XxNz!Za#RO2%qWm!SM9VoTGi6k+Apj0_?=RjIc$Us6<=e<6(MS63|LoJmKr=a(! zEG{dE>Vm{kr~okO$odL0&lpSqCAk5l{cOvU>6sEjT#d8LPCq`#zK5ayCTbOt!on|jMkyR9iC7TqM{=hC}G z#=zAlOB-&Yd_P)--njnAWjfSX(KTjWRXBy{1JCm*M-$*Sx^31{K9&MmAD?m zkn{qgmp4LqfTKWA&NPvljqnE&e$2kG{ zbN+eI3ps4H+>l|(ff>&D6yr|hk^0w`c$3OKuMj(z+F8O}MtnKgjPo9~>zQ05 zr9wr%TcGDsb#ITIM!Q4dDcnFkzL;!4wiq0CSVS#Ci$5VBj-cE4L~D_?Ypvlx!GllM}$ z5|tl(6N&-rQVa1BCD^YR>o`n}3ecnItYGz}A-gbJZWilwr@jhKhbFSo$9fP>op{|z z1oGv+^=V7u+r+*Z?Go8=foN}qt!}Q%XDp*gOn|)&wx8Z17*dEEew9_0W7eCy7Z{i> zGICOP4kxNqJdFT>0B%wM1E{C(TJErI@$QPZ%Zn0P66;Tv@Rf}CN$7nu=T^P9vpZiL zy$bPWNn+IL4o+ljQI2hobGNo?&X;D8hD!!AR~;$P8Y#*`MfBc zj`r&AAJCFX1gT?6iRGPzNG+1B&o+~5klTnW4e467mO_pKvH&_lln#=S(x+TU*=3U9 zt>|cW)gYhtXw=a@sOj>mn~69RiEJuc?!tX7B!BAS5~LC4am(1y5-GO#Bk=Xf5s;$I zvg&jWXSzy~pgxM*+LTgTQcDsWOQ{23un7F>Ct%{~@Y5#UaEiInXRW^cvXS0tPR9w@ z5$O0BMvgLp~U0OCviYTCveTF^pcqU!jD$Y2h){DrSN;HSuvy~ zY3P;gf5N8kCB{};btNQo1Yn9xjak9P0bEJ7y$5$%T2A0?k@cq>GjUa>`pmUwxIPI0 z5;EE5cHeD}%B%p+w4G`M9)^QlZ7`crb3<*F9-9JvzH|inkU~5yp^51cd z>Fh(@ptQJU$gibHb*AFEl@c+&qss=OTqg3LfMB?g>yZa?JPs_Wv$_;?oAc&bj30n$w6_dOQ<3zADc`)Z zl&5|1sa-SXa4DmUk#Uw&q&)r-9Mr5O8dHF!pWeV5b3Jj+r8X`WTM^MZQ)+p~Q{W>3 zYu{w0KY>1jbJX>q09x%rT)6DaQW{ID!Wz@5D8R@r5zP7xhDSbhPHeW(ZMYk3rF=S; zTT7kcLY1W+B?3H&7#(x(Q)d`vJV`PpM7PC@6bviW>_}HbfGQCwa`?L7iysYH(8OI? z@HP@uGrH7z4}Hx5C8^P1t+s4v5@*P4Ft>|3idLh^7|vC>8x6eAN!JecU&OZS&7Sh0 z#Fo(eQY53iDSadioP}(6+hg*pBeP!5E!-;|GF%Cfa#}!J#B85Lj)U{5lYk~h;9!na z0P8aju?Z$aX=&#aU2zFkLR6!iXRa%?oV=wIw@gtLFx!Ku_B4v2@3si6G@jE9CalI~ zPC29upOrme0*$bJD-z0*e(&X5T0vGwAo-4Ui#4#)(vHl;-;a~20-@ccx2el|ax%2I z2_U9(sDdyGumBlFvLxfox0c$I74Vn;!ao~DgBmeP;Ar)(4hkPiI` z-{t2_C8hAPQpTkX(nEnK9a1*m{PV4e4>)l@0Zn54Iff_N5KGEhS$b!7;6k?_c{o2K z(t^LiJWrBYv@TLXz+87*bYsuLqgKytHk6m4Tu_89!jjA6B<@qXe=4mEe(d-gC?l$N zKa~I~12^s)n5jn7Ih>@n;vS0NLx?*mB;%3u1RkJ@Z-2cDk`oF%cHu;A!m%9-Qp%kp z1!_`>Q8)m306BBamOaw*6lr4ZaBP0)kgY#LaZ9g=E{-P>%xQ`8lNGi901VKPRho{a z@+-309L;Ej4ff6|cs3W+{cz21LUznG7_PX zbtE17*E$={LunZ0jjCMji-%n#$Gu!56Vgl|pgw3ciQz)EAB4YJ9|UZbxTaKpyg!Wq z4lUB<4F3Qnxz3H~+=YSk%@&Eq{8b;7;m3wKKH69OGg^CuFUj4g36zjN^mmZveuqDm z4V7rQ#yFF0md@LiGN3-V#Q`84q;WVH&A9&n{wMwGDj};IXBCtM^VrjfPiD5HozL53 z5B~sJ%9%!RB}Ab*b$QeivEqO5^4Yih(fK*=8C z=Rmj`+ZJWnOP!!Yh}n7lT!Pn7_6`vn{T+Lddw zyE;p$0arOoIuH*ur3gEG{{T7%Gl`?#Bd6lxmL#A6rM5DI{vSHC_dE8=A(qy*~dka6=rDgrdMX;52g$UL-~us9-H zH;4<2UMQZx&XRwePnh);RW~7d!U;gfPDY5@F7j=c821Ru0p?T`lgub}2hfeE3;T!e zt7!?3C0QeE)QBuNkfDMPT8!8qwQ+5k7fWu2-sI~*?uGRfLfE+x)+4+&lLB;{hpZ?Hvb3*bgKRx_x|&c~p*#?D)7Au>&l-cCrS1+(tKB9N^ytVQ%^FjDoN%D=Up)* z5)iSBbKZbRWjRj!A3ENw8dYcoM^5P@ooOv?;uHrcUyLZE??!lX({thrsx7vb1CsO? zKvRJLB{<2{XlfCYvPtqZTE`v|u5BXaa+zz4u%x>pF0Sz@(smfSeF{nt zl%XjB0YGCqa%vv6l_<8_a<4&}0^RH%wCJ289`O?9;6p{9iDfHZ0a8jrlAlr(NFUKP zehw*M#1c~_m%G%3qr>3w=5;7bFbm5uY%?T?4<&?VfZLXB*a(`tCj zWQOun`@@m<=R^A*y;zlRTsz&O($uxs(kv(kocCJ<3={UKqOJSr(Xi0Gl}GgFJ?183nlx0^gGX|>Fa z9hJsYy4txUwo3cf@!(oW*+YL9rVJ;EA~`nM4*A1rZbVq@7U$U?S9;_;9OWAVqzy+4 zP6+EjB8Plh6_BIrL%5-}mKb|%C0Pf`ve_~X$OhxeL}$*)jX7kX`XSM{_EvrAYrJ_; zSZ$k>84;UOvXbWLQ6IYC%1HUp1MIg2#kw%_m{V%|CrW`JB<>V{s;&NJtQajdAwePN zqgslNTT(^`F`ac6;pM?<;L&}QcVOW`SR)5*{VFkgi*B{ck!^Mo8&fM$V@oL^#?-9% zmFNxt^G`kK3xSBz9E_+^Ux4&C5L$5wO0rN!2+2{X=L}mXNs#rQym3y#ceo|2smGJe zD$YD0q=TM&^A%aLn_+NkX_StqxdZ+M z2}HTdNI=o|8BaW^T)slJz`dN^c&1Ws97yDbVXp-tM-DnXfcyyj&*wk@wA#3Xv`NT` z4I(wVI`pq{T4d~Uqxjc?KQ2{%@P7+hcwXF?uo>~4+;v;6!{$vBwp*cE;i4=E&BtW` z1f>bU+MIw%F~v45=u(ulEo#WePyqz`4gR$^s9$N>On6He`|B7Z z?`$^DPy1FZuX9%v-N+-VS`<|0c7*_Rgq=(L%{FwS0B)^G3Iy-Bp59cTJ=270Dg!zS zdGEFlr4O9@@ua1=klcN>5|XUxLu&Fl8;l*fZ&@}Y++`8j)(LSJtU5=2ok|1}03-qR z`BgfwHEaPMb$i^R{7Xt#ezt-~h>T@Kbtflmc^-MHSBPSK4dzsA9Vu|>&yn0v0@gFJ zO(sx+0MG?2dSF*7>*YW;T#$8I%wY+q+g(&nD5A1eTv~WeesSbkTJKadt%Py-K z`qi6lp9L5Usi2=iC;=wfIcW-UB_qhzG|$622}a}0RNa+EeUbN0dWvg0*2B%^Bv1}4 zk2N+bqP#&u#xagwRa$nIry$F2*NphP)t~6{AIIraNG-n#Qb8nucA?#^+gQ19=j~Ru zlMHz9e)2Q?C&PemL)g z(&avqgf;=nj!)zT5aWB}cm5!LV;T5lB`rtuC`kL?Gn4I#19{^a_lCX{0TLHhlB}0M ztbDx&-g%@LSSaiAGyxbBB*2#3$Zx5K&~{KiP<+KDew!-kb9Uh|&hh7nDk&Hn3;+i~ zNH$WfoK~H=k2=g?Cj=2dB*0KsPULj1l-NL0)J_2NrL?CYgq`VUoQ#_l!M7PJkfbBH zBk-MGBlMshc5lU#cwXoxFjVAqs}dN_%T9OpKjB`Ow#kKkx5c{KR+m_LI)P75L+UHW z(4X$tgZFyxQ~m(r%cl-V#3`Yu?*V+y z^we8|3N<0vu9B6HVlz#iRtfu61@q@XRb8`oeAVt6?zZ-WR~FKB05Bc{q4o8zILVH- z9aC;4NK#G;PQ+KYU0=kuwp38EM#PK}RDWyToX>gpFBa&9Zs#wwf%m_pF+fsr!3xxK zjPlPqT)H|ZdfMZywG^o&DLla#B9kKr7@#|8PAPhZLG-5ylG93UQcH?q1Q)a%D?mOh zdgC?B81Kw=G2*sVwPfQxI+Nr*=)q08($H=?+qm4-kF-e3Or7>XBgU=%@z`_+odI^= zI9q`291U@1Y)0*jyBTlBaJm&XYMVoDB~9lzK?}xIM)<-`MrmoY8t(hJa9OuS8=kO{YJ4@m#f?IlEx4~_ITybtT(o$Bfk0iDe(_{j9ijDED zsk<)_Dic!^E-TFkHiqBcaA<0J0w{NhEpUHEDKTA;k83Y#AXTQUY*!C%#@W zRYauz=KEEx*>V!T0kb8voCciL=zGlIPTAM-=N|ZnVbu~TU+bEd( zP?jYa>@>MER~@3YrL=-oq;)3%4^k*c3vlGuB{UGipPu@(u)+rE&rkdG6=BS_-1s3e zE_QpX=$N8enukylg1@{Ipzc$Fo}AO?KnvoC_UlF2nAT~tq(W3y-b*rx3S_Txf}g^E z>Ba{=>Nhe{*>UT|wnWHttS8&oI!A#jLdgF zA^^eEazM_*Y>LbGW>0o+Xt(hP6T`OMt`jaF48$P%meLP)w>!n1BVIHej@+mSmuMUt zBZgOPaaWst$|cG##Ke9djSEI`x%zH4IjGW%mcwa^+MIPu2|^o5DpHBS01fg@Nw|Vl z&i6G^Zc>#c;sO(#0F;hNN=C^@=mlH<0O+&Ah8^1F#CIrdI^!h~p(VuUyE=6^zkd=_ z>4kZk0%6$CX7^~e*tbqDiv^&8t%efPyV6bw?=o?b!Ds0)xvT5SRv?U4VPACLlQ4I|9SBTRm4LF#g-Y5gG z*nFv~jRB;bFWQ|20*upKWYU=^MhWLYVLR5+X)rUnJnOV`pcEAc?S-kUu|+oS{#U?B!~GcuY~fTE2SS1TgyP(ae^>62Ymkk3Q9{!?h*4lgwi{=hw=)N?c1|gcgynDN#G99fWF8Ko0-k~yWP z2eD7*nsVih;TN&+g^yB?@H7Fxjfk=mBsHrW0<0g-yVMq+3Di9e zN0bRac_(i?eznMHY4HZg^&I~IDgs2KfOa*lib27k0qF?F9(h07C-tR7`6(DviC7=J zk^C`08qw?d)=-byPX7SAXY>C68p;42smB>%4zl9gUi+a$9%iIac&hCbfTgBNM@I$^ z)Kq%hoWgI^AJo&FU~Wbz3GI`#Hsd%w{BEKWNaTX+w8rl7Dghp#FHO zHyIvv$qB~b5$iyDUAy^`gt)nFW1hqK)?Th@cGCMj@>~w5PBXEp{{XW788+x&wI(!7 znJN1g7n~snsZZ|_^c666D-P&A(Lh#m6Z}6q0;s;*or5WEAtbS@AZKCkQYbT%HqslG z${I?M;RBE!W6Gp+tkIrPLe_h&gPF%KFQ;0E@y)r&=|P5^z~l%y_6C3)7u`NvP~>q& zE$)MXzDKP`t?Ea>NCET;3-wuOxS*t^0P`Mr#TBz9r2@I@Tvm~f!<8%0e~kcoGb??- z(=4gi4yUCYDwdg&_46-PRF^_${d` zWn)un2RR)6w2BE*eMJEol!Y@PNIefqFT>6vOX3r&4V4eGDmxS9O|OiO^g0JIy$@;5 z?O7QcY<#E-zp}0+pKFqAlG5vtv*2EmLn`to$km?y7vucux8SRUTa}%-8AyGkeeC}L zJC45fF|kTf1{><}qwbP^@Sq7LtT+}4&%HW8R)uRLIpk?0u=f}tFoRpk$qjAxGXMuPRtoiwxy1QY9k|K%QOI99^#Q~wN0|z zEv;Q`lHKpaD_Kcl?KswhjkyepE5ZC9cjFst*PDZqJ{l}Pgtnn53UW%(_fVYUz?|T# z%=#KQ&-y)fszzMl#v`Yncw`piF{?|=GPPnkD$@LgptxJ}I2+^8R{LbK{1+58aZBhT z=7LK_M5!ulBooV);-dD)3?;2-aQOMB8)w>pzud9#?Y_|C5N}Z%zA)NuQKhMBYrSb% z(u^Ovpa9#{9<>j@aW&52AW6EDjJSynaxsGrt=mA%9YT$H@0)RZ|{4E^Tl?*-L}ZyzvFJr_^X4;ow?fGejxt<>mw55KRj-q?EzN1 zJ(%{(Z@D{txAvsWtAmQx>{&^1QJnKmli?rP0*r9qYm#l(wD7NKwgqtY(RfN9MqGs; z9kLbpLEoN7nV=y50O+S~;+dRBI`0bPrnr7PYlkJ5UQ&>`1t?ld8_oepP$gSztZ&j; z+FZE2K+Fq&62wyOc9-7^ZW_MHZhge8XK)I0vCcJPC!JbuaIDJ}l2on(vfCrfpCu2t z+LNW12>>a=0RuWxIb%CjV4ei+2|Pt2L$Mo7xocbQKC~n>N!)?H-dLb3h_+U(tzCGA zOf?v`W;^W*;f69qff;?>ylvaQxP#RA%novUTr= z_%b!tEyi5=XuI9j5x}%J9y$qam2bH&sVdGt4*bPgR%VNDED?>#pbtbr&T&qN+yhC+ z2?Cc&RJG|F&=`Ts6!n~;1@2l=k)J-5!Xs!JoKQ%lB|ZW)AxB580NwTP=SZo{R@H;P zX*D#Z{oK$FSOECCS1&6n#bQZ9G;&v3;BIng4!1ShE0M~&PbvelcBqeO$aUK+bh1KL zBmx#jLU5IT@$;!?T8Q?Zgf7U+Tu!0iXP++$xAnyVT5D|&ESAfTC+})k-QVwH8{?fQ z>Qt0C8%hFHNlJo9Adf;nO{+@MfXjt$Yan4u*r_~-Jx<4;r6(#s#mAQ!@L{VBScY-uS*6zC-*O@L0pob5h_YHAQcUV zmM8|VHrP>1i_T6IyytBGwAJ_xgOY-TkG!P=&!rSgtR(?C)`f0%9wX_2SWtx}B|9XI zij|+G00rxOa?n$af~=j%*;K`Lrqn?rx=N13ZKkAZKnrv1!R8h*oF95YZIxhz={VAm zb~vCTinj*&I;9MABQ)H=kgRHLqLYv^Flt2WEg)e@P*V8~U41<19_%SNb5cqU2-Ey% z2=R!paoi8BWgqU_{nh)L4?^0gQtj*l+GA2mS zwqR%>r3~v@lr-o1BbltMpe~dlO)UhgBmpkD<}y!2TXn{ zTXDA(Jb6wI=^%=?ZI?rHj1=Q~Bp`0I@+Z!+vVbJb+GI6paeez^_qqLQXT!4^n-n^R z%6#$#Wn}f3}Q;rR`d*X{$)%WAF@k6Oyg z0Yng0j8cfw4nVA|pc9z+Vk6I_WlgrF0qO>7?Bf11yY_9vTsOenAS1$j+F74EdYcPV zjyuln0)_(K^(b zGdP!s78}-p)Hai+bZ0Is=g8#)`zEjG%#D8am6QRNBA_E$$q|E~+(^lmlR_oSNuXR!|)dc&@WqSwM15 z^$P8EE;+-^G{XD23v`BE{{VKa3c<%;YRbw2x@D)66@w|_>;2gaP{0`+@wcrxOKM(~ z7ZiKNXeUtwE6ifDvVd%elI22a#?;afoTGIpC}86tie~sur`gh!p$8-+0iW}=Wn}>a z?GdCdI%MPdr#rp*s2ubD?La%!lC!76I(l>dHI*LJMx}U OpenCV 2.0 @@ -86,6 +86,84 @@ Learn about how to use the feature points detectors, descriptors and matching f :height: 90pt :width: 90pt ++ + .. tabularcolumns:: m{100pt} m{300pt} + .. cssclass:: toctableopencv + + ===================== ============================================== + |FeatureDetect| **Title:** :ref:`feature_detection` + + *Compatibility:* > OpenCV 2.0 + + *Author:* |Author_AnaH| + + In this tutorial, you will use *features2d* to detect interest points. + + ===================== ============================================== + + .. |FeatureDetect| image:: images/Feature_Detection_Tutorial_Cover.jpg + :height: 90pt + :width: 90pt + + ++ + .. tabularcolumns:: m{100pt} m{300pt} + .. cssclass:: toctableopencv + + ===================== ============================================== + |FeatureDescript| **Title:** :ref:`feature_description` + + *Compatibility:* > OpenCV 2.0 + + *Author:* |Author_AnaH| + + In this tutorial, you will use *features2d* to calculate feature vectors. + + ===================== ============================================== + + .. |FeatureDescript| image:: images/Feature_Description_Tutorial_Cover.jpg + :height: 90pt + :width: 90pt + ++ + .. tabularcolumns:: m{100pt} m{300pt} + .. cssclass:: toctableopencv + + ===================== ============================================== + |FeatureFlann| **Title:** :ref:`feature_flann_matcher` + + *Compatibility:* > OpenCV 2.0 + + *Author:* |Author_AnaH| + + In this tutorial, you will use the FLANN library to make a fast matching. + + ===================== ============================================== + + .. |FeatureFlann| image:: images/Feature_Flann_Matcher_Tutorial_Cover.jpg + :height: 90pt + :width: 90pt + ++ + .. tabularcolumns:: m{100pt} m{300pt} + .. cssclass:: toctableopencv + + ===================== ============================================== + |FeatureHomo| **Title:** :ref:`feature_homography` + + *Compatibility:* > OpenCV 2.0 + + *Author:* |Author_AnaH| + + In this tutorial, you will use *features2d* and *calib3d* to detect an object in a scene. + + ===================== ============================================== + + .. |FeatureHomo| image:: images/Feature_Homography_Tutorial_Cover.jpg + :height: 90pt + :width: 90pt + + + .. tabularcolumns:: m{100pt} m{300pt} .. cssclass:: toctableopencv @@ -112,8 +190,17 @@ Learn about how to use the feature points detectors, descriptors and matching f .. toctree:: :hidden: + ../feature_description/feature_description + ../feature_detection/feature_detection ../trackingmotion/harris_detector/harris_detector + ../feature_flann_matcher/feature_flann_matcher + ../feature_homography/feature_homography ../trackingmotion/good_features_to_track/good_features_to_track.rst ../trackingmotion/generic_corner_detector/generic_corner_detector ../trackingmotion/corner_subpixeles/corner_subpixeles - ../detection_of_planar_objects/detection_of_planar_objects \ No newline at end of file + ../feature_detection/feature_detection + ../feature_detection/feature_description + ../feature_flann_matcher/feature_flann_matcher + ../feature_homography/feature_homography + ../detection_of_planar_objects/detection_of_planar_objects + diff --git a/doc/tutorials/features2d/trackingmotion/good_features_to_track/good_features_to_track.rst b/doc/tutorials/features2d/trackingmotion/good_features_to_track/good_features_to_track.rst index 00782364b2..7fad76e13a 100644 --- a/doc/tutorials/features2d/trackingmotion/good_features_to_track/good_features_to_track.rst +++ b/doc/tutorials/features2d/trackingmotion/good_features_to_track/good_features_to_track.rst @@ -88,14 +88,14 @@ This tutorial code's is shown lines below. You can also download it from `here < /// Apply corner detection goodFeaturesToTrack( src_gray, - corners, - maxCorners, - qualityLevel, - minDistance, - Mat(), - blockSize, - useHarrisDetector, - k ); + corners, + maxCorners, + qualityLevel, + minDistance, + Mat(), + blockSize, + useHarrisDetector, + k ); /// Draw corners detected @@ -116,7 +116,7 @@ Explanation Result ====== -.. image:: images/Shi_Tomasi_Detector_Result.jpg +.. image:: images/Feature_Detection_Result_a.jpg :align: center diff --git a/doc/tutorials/features2d/trackingmotion/good_features_to_track/images/Feature_Detection_Result_a.jpg b/doc/tutorials/features2d/trackingmotion/good_features_to_track/images/Feature_Detection_Result_a.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cca9a2b438298d1998e5d7abf944745edce5c4c3 GIT binary patch literal 35105 zcmb5VWmFu|(k?u>1-IZf$P5--gF|o`1{+)x+zB4s9R_zF9D)aTC&7azXmEFu+??~? z_1*j9`*U}%)xEm*eyX18+Piyob@ktszdry3$_h#f03;+Nfa1Rm@OKR$3qV6bMMXtH z`?o_wLqo@Sg^BU6;p5<7y&}XXA|k{mBqS!ICMPDLBqbz#&G4F%hK7!gj+mSg$VdyM zrlq6(j}oMRPz-boJWNbHS`tDM+W+VFw+}#w33x_QKtW;zAQK{?5F-5@0#E}0$jB)F z*#3VF4ILE&@K1#Kuh)hEfP{jKih_!Qg@ulXkA(z4LPkMFBLtumF%a`eV~{Xvk(#?= zk}>f@f|E<;WS}~!MUDO6=7G$7p9cn61%zZR+&nzP;l)iqFUeW>1?9D^tldLGQ_{9C zUdt)yS$c()Ht+niLx}|V$Kn5G0r+PI843Mgp8(-M4k*Yd=;+8O{}~1N4+la30}rY+ zk(N0cv1@Sh1qmZ>QRBD%OD370K!_V(%HLJMD-@)EUj7>>2_Rmbwe|Gh%VOaiZz5E5 zykZz&l_3a&qaqYhL-wLO>wJ;~8!-9oHTaKtiknUl&Xo-5S{+(qukb578#R-Vc8_{R z23f7Yt%$Vpe+Li|G<<(c-u9~pxFEK{U%_amrdMLQEr4lb88u92YLizLgHbj}!t--+ z!~2Nat-D9=B~P6jV>XFj&gGX+wml=R%8Z}`M1oszTN1%Ds6eOXjXI2GCZ zC3oaI8IR^eb%wXRj&p9mvU3$C8ERlXT!}LL<*G+0MJwmkJx|SAx~*Ka%WGLXR9jC?TIeo zj-Dh>SBr(++OK#wAN9PPCR$6p`~{fCT;ca}Z|zqPLKvi(CyB>Q^WXlDI~F!}XpD)e z*Ot)T4jTCw?Iv?9WfwUgCw4=*tzpL=fw3Nu_g!sih$)*v^}-ACj4~-U7W+veg4>oN zsmc}K;lz3XDD(K~cMSbvAQ%`MzI8BKUR=nf_vq?q3wb`XU>LGtyBw zD(a?3v@o<0d6e(^({!wFkxDpLj1?a|LaXfbciyFkjmqhf9Lc;egOrTNh3F0Rwj3{j zAyRRFwqq}5yVTs}HS{}auxU&D9S=$UKi~Z9ZEM%LVdvDb`(}m46-yJ%Eu0g0NV(8V zchZq#QNLY3i)=QHE~kxOs&h3vANOCEUAl)&^Z8c7q3ie0?E8Pp=(YF<|0~&f%UGWtn9KdoYTQ3%sMsu-0sob} z|1ab4Gw{o0uFm6+V7dAKUmpnA{-0g2|0OZ-{2?`cnGv34S_wrk1X&aTM2~UQ)51z? zEv65j^G>8%>YOu6n>rV&LW2s9-(APqkX2x-VxNLgO+pu$ht$*|I-sD!tA4b87fBbG+QELT8Caz!5 zPKx$kB#bj-{{n^=worb7*Kn~=^@yaCbq2)DoZCO@s0y~k3{ZieJPohRh(1Rc!eSP7 zjv(<9(bB-j7Y7r^=ln0UE@9a;a`@+=Z7&b$iS8dQ!#*j24PUBaD{gioZcbZnFe~0x z`COpHu!t;5!u?Fu^>O5B3y<_&VHq^L434BeYx?xhm_3Z|XO<6a(jimPr|Dlk8H&nU zQ|jTRY;c;p4#DBIzktv0EenZ%!4m!gu47AXcI2LO{1`ewMGG1k=doM%uYOXLs`(cq zlB0nWRw+Ii=noeYv18-!|2&K?*7;>WGwy#_qz}+x?OEd2>*#HgD%5^gdDwbi+2#C4 zuZ?z?*c42mdDoTs>~P)K=}*@?y^hf)-fmDC^z^v$%hQFtkEt+EF6(FB3Let(shDamK9OOv1rwPucJv>s zyST$qhrw@;Xlget*CzEx7u5Z7pIOxhlC>m%k_Rq{(7DfAlQonzf4^Zht<{sR2K<|Y=! z=f|Usa?4Y{kMOs6{sPV`Xz#~#+k6w9pQIB@3+~14%*~5Aje+rh0sclq@49DcvTy8~ z@fp#ibze$QwFIu)GcajNN9pcDY42A)1vEbNCl->Qd7m6->UiLvT|YGrJ?Hz0w<8^0 zeR|otF^gfTGnBmu z-uS26^)KN67+KfrIA;%c%w%U;rFs@#G&!hgF;g(Fwqwmt|1*MFY*%*P@aNg`GL&M= zJm8-0GL$Se|DaRgMWnb?XxFm!lhn}rfZ4Pwaf(hijjV{!Cxw5I*7Js*=fsEpxc_~O zMG8Df$7B{6{|m^^FKCG;J@X^`3kXzh)7boWcOg%#X#9Ujk^h(7o2y>;?eLoe$>)Ww zh5dg4Jzf@^IrYDp{R@~!)#A_i-&`oRivG(94}32H^{j z<-Yd(1z?`X&q+WBWAj} zTtc}8lmCELw*HHGkPIC84@OjEW#30xS`OwmddE9@h(g%Ak}65g&jP1;7{Ls7vUMk0TM%?>c=PW5q+`N zPLBE9J^2fx#c03UP??1LG(i7Jx)%QFxBKYK=H71TYJ?Av4m;%IZP(|-;tnFmRA-ASX;GVIOC5NV@HrMFso_-F#W@R1}v_;rSU%x=oy zWqR0nTvO|9Y>^%+fnzVzEEY}mqP>VV(}FwDpmwyfPR@fpY)&_=M2k{NUr6vc;-VzP z=5~5N2aa4`U7(@-xWjYDGur{JaWwJ0JH{+SbIKF|v{nZ=gj#$s)-*KM2C$Ee ztD6t7R+kJGh$}-P`cRf9mWMv6d*uzmaJ4xRUOllwHL+<|y_rn3%PrL3e&cE~6VXk9Jyub@Lpggx= zy%d5oD=LPmDZH5qTS<@bJtX0-0f5^tB;Lr)qjx>1t#3>jj`WbiB)}?rpptxB%GUa& zJtz6Vd^Vk6sk_biECoMdgwc0ZL5jM%(UpI(ua+*JH@(_N-o@=NpgscXIzx=a)!pyWpRFku7=bVw^c;F?4+|z6i#Njd~aEhPjZl z@?w~lbF)?VY(Z;$%G+X6J5o9@`Q}wL_62;_6{HAADOT|VAhCX5rs+woK(r{5dF$(H;V!0GXcFF{@>UhbaK;MP~(@-df7_w%}kR&Mp)62sE=FbtOMT{mjT zZhS)kr$3UO`*_g$!`ymiIUhBA&#NEf(-v9)UH?yxuE?;83+Ze0+e1QKs)VIr!3yn< zf`78O?}WE^vj@!(9+e*hCj(FIf)%1&jPC2uJr7a*e_eIQs^f{+X=ToCFS zLhLj;kxOoOI1gG{tMzTzajd330eRpg1AR~vM84-*ozBny1lbPK3JP$gf6r=L?~QjW z0E4=}W%^eY%QKTXqhwc7N zSK9mu==oin*tWROQ8L34ZP>|sD%&=NHiE)tjv8carK527k=do!etboDKSi{lY>LW; z$|-3{Wo%`(EI(pH;J8r@*F)IQkBp1^3_rp^V>KOv(w&spzS3Xc%6?DO4MRl(ZdL_E ztT_+_I*z`K#nfi1J$p>ac}Ap8{)wfCKRoPp@;o;}Etpv1qo^;)Pv4qX@7ZhKYR>x>MvmKOJWg(LuiWxzr(dD_xCDa==sw8AH$U=Bv9MaCCmkc!Ot!bRP%++zwY&u zk>YRRH`PayYt%SX+c(w#k)FP%U9+n2@#CJi_3R6k!Lt-~2Z7!T#=>hWE?OqB&Zi?Z zqv>w|(in%MVGce&io3RodIXhIv|S1deWRivfM*n{BV#6JPX(=07YtYzdqh}86}4qWXm z4V^yrVYc`n?X_vewePW^DT4w0QXAlZGoX(*(!E%RTZw@J1 zMb+DYgQ-%ewG%FtEJPR3Uhei9p5FA+am=wLQP(Wd@&$9YQexvCfzhN+xXrj5x?k=_ z!EnaRutsp^PpGY9A-^mF$5B@EXC;-LPXA_KzV4_xGqy)rvIOw~vG<<9xl8%C&9tNx z3$J`_B^{@)dAX60DUh_86BHSWc0a#B=lm^VX2#wmr4U+$Qx2}z4MENcY9hOiOF`>v zqP&;Y@cXl~m^7;Lk_bE)FXnZ&CV@y<1vCF9TVSjnh-zQvSQiCf7# z?)mZ@l^DqntAr0VU3)DBy?cXw@=hj2)DhjXW*UU)(_B=}fv=;V_uHh6(g2>M~Vd?Fm!kx)W5}!AwsZ=3Hn;dV7%X3_(l{!$5 zP~i8H>Zm$y%`-=>-?_>}mA|G{rX6-qI4G>0n>jWLI}}eRWGo%WqS3?cwGqm?971Y$ z;t8Wfp=l)Q=G@mJaNUs&A{!@F*+;e+vxNlYLTP4M@*) zmDUo@5A>)=p)_#F+s-yqgM)OGw5rNgeRGswjk@tgK{ZP}E|o6A3X#!s)`RVFc1-;Y zdZ1ADIkoWwOx>vJrd*VOiMF;%noBCsaux0v)F7^?BjNDF2ICAHOTSX<&|0?FHLd>p zgqsxy9*y#zErqmgD2d@(cIPYULhB9oQda60v_|LVg_16nE)X5}%hbav5o=5aYZ#52vu*o7VGcsI^-HvEJZa!EQ?-`IPG*`j0r6BM^ zAv1iQ%B!oDS3-)b`r@2%PfuAF7cC!z5U+?@EX0}mPM@;vO8N*6T`c9w-%xTQW}eD~ z`H4Nz%A_uC0O}2Ox;poRUfM)zXk5ZqraKbP)535&wc=Q0?FmwdoByvm?^&fSVmY{(UuLClD2Z*fa31v zKf~_{OY2;r3QhD%fWqx!C#aeB?hkeZO6Fzpn%C5(k~LAmvL8^tzjeY5@2b5vOReS6 zjmDM*ich+s1T)izd+TB{n3UKDI(f4U3tF($m8euU;#p3kvd4XOAxV%IYDwqvJ>w~D zcaV;xt59r_sP%|}WNNA+s)y#-9GsjLDxA});QoPti^;~V_R&AQ z3gX$j%k0F+M+zbdtNiv-jcWB{S8C^h6|-ij`n(z7^4)Nzhzii9lH%T%6rN)K8NsiR z+0U-?)Kz*$+A-U2F$#kfNz%63M1TDSezLZ~PPA$;oXD`od z^z5S=3f;wgp*gZ8XBt=k(`7Q~;-3Jba~FfT<9~3%d8n3`ly>=(Yl7K&->VAC#m?Q2 z+-IoDOnaP&lgL=>mjSRmkY+~T_@M+G$kT2`Dxl340J}8g!RfIUHku!7p5wWWypgQS}x`Ri5L+J?CTA79O2Pg?KY)h-|s zE9rte6JgbSPDP)a@>~T8rixlcPAto~;$6Y=JT(J!?j>k4IX|H#wq*!;lJ?v3V$`VI z(^`r#h!CVV2le7kdq~qz!xX%$HPPP#V-vAQ7_Kzk=BwZosX0~peec!1gn?svs~cswkn^D)}o?M`{@>*?RxS&Ou~#{uTYeDl|6 zhRh3g{Gyg_)qE*w+DU(cH(6+mrcv^OM^!fB6B*a~Oq9}03%xvVx&_j3iO6wSswdGbEntC+9lIE5%V zTKU+?)Ts4~%F|>c8oiAs zhPyHIIPVf1P07g7>0S3onZBK)qF6`)m)`5}h(XX#8ei|I)iPPzcS~k^UrAQO>_Uwc zC&V0@*$fmV{$($CeyIbg&NyT0idZg)q)z|@o1 zE5c-}&_X25y@PloW$5bdS_DR1HN4wS{M4Bk)`#m7A7a_$``&q-DR1E)Prer6Jep zZTXqww~f2n36ut{MN>jIQ#=ltTpdUtK$W<$Kxuk<*1r7KU%Bd~ zbCZp$u4zZxm8i^|G73ft`r$;QvAM?mMMOt=-EV!UZ5#vG zsuh~W+@PpOl2c08iAvjb-W2K{Ld@(|*UqQj>_P%5J$KRcg*~*aO*-^yT7Z+?mIwiTigSv!v@*iNl* z;}*P1MfO)~J61N%T`p9c3ewTnPA+D^n%hPW3GRW{&kRwWyg4^4EH*8*lqys3=}cYM zzc%#b{ODH-EV5WDbO)Fg$o7D7K5ID1E439MgA}zL^~sUrgMgvtZ5f|2K2YrOhmU@} zDi-1l7oXH$4-)KVjBE+wVB%@b$F=V+ zCbVrP=KxAAXSnA9Pp3iJzaVP~W|a-}U7i>um@q76nEZ6dZ7)~m{)`XtUVCSd9c8wZ zD77-QIYAGV%5XX0JR-M=P^(f*WCO<3I`2^SZYLy(me9|!hh;%9BwBZI$9Bhv z=EMz19cwyQ{c053UEqO_Q6>RqA9J0E7S2rRSYcM3^08N3!Kt|j;z?5Fww6?MF(ZBu z4ia0zaSrG>kL7NK#Z-8&A)8eU6b}(P+1kRb%xK&ejIdH1E%iyBYqYb@?kk^9f~eW8N{{*R-c zVN(Xl@f`0oyyMDP^)DXI@S{?E2#@w0SQK<1z;7&ZCUGwxyXXl#ayB=0Um{7ms~wf` zc(<^Wo*nSDd_=lG^bF`LljZycjP*FNqHo!CyWI-hLU(!w$gx_bv=gXG*+Q*tF#_(; z@Ah5UnHlcfY82h=Xj3vMmRAE6%Ge>HRTmpl#HHR&@6=kikiNW`Ar*b`j9#exsu^22 zWf2z*=$iGkWE9Qj4gyx)Fjn?(ef$)$y93a%=g>ZT|jr+rwyhT4(k$ z!kQOEzLH}jDNBP_y9^(0oo5}&eVAR%L5(Ef$Dwiqnye&ezYeQXjY`Qeud+N1i=Oak zc9I|Giob7EQfw1*jLL?7ZrEHq4}Up)SD+V66Q!L>_%MglCz?{ej)pC*^e@8zeo4$Q zvJp-<0CSe2ReQf=Zid?uBiw^q!m9nE6Z}tSUbz)fc*QG%eeRgCV?~MboJ4o-U77W? zv?Hwz73l$Z$)`ihAL}Q@KDF|5{Fj(xh_gTbIi zcOVcqs+yZ~_n1k%r~03>q0ZFnMb*Ug8fSM*?Ud`CQH#!}r`xUD?O%XICs2XguP;8| z1AU@*e*-=p-&*`ae%_H5CgqvNouV3w6F*R(gB2`>a~whtTn*)iP5N<_r$;I?4B;Sl zC14P_r-2@d`8W_6@4=})hmW}aY+vxY>HLYucp2H6a(<5fN%Bkkc3dbknz}!OvXW8< zlJ4r#o|FG)v3JH7dmz-UjEd5nm1SlnI<1)I;!c{F`Ha?PW<%c*{({#k36@D^XeTm0 z1vbQ6^>0-xJ|l&gdUDvi6n;YesuL0u-MUKvKt1($E7dj5UZ`}&uu!N{@MW@hv~wLX zf+(VHoprouTe`-2$5uAXc95J$LWT%1#qa+mQeBQ0;Og0vo@0xYxu|Jvr2pRSQcKE5 zhh)_1EoWcxAl5}y?X=80f^XAi7K+hBNGiyrghb&#+qlUM4M~nz^?oy@Rn8rrbZyW$ zPFfSJOK&rSID?X;*q)0E%iPIYx}*oZtTRMIO%c|utX~W=!}`jbR~=gC1R?zrG)j=A z5(_V7^@kGek_V57{(GU7PczM38A%T4TLp%(sKtTcT37II!_-@gd(dIL? z#J_Z%y8yD?hwmwgpzm0E@#2h;3rhQj#_N>C>HX9p*Bl<; zp#&*g682Zz(Kvvw+gcj4G=a0hxo~+hsH5%PezodX$ERjW8#~g6EGXC#35?q?iO+zA zJkEy8mgYE?5FpdAEK})snO}vvZ%+|e1+UUh4zp(7O6*WxEFWjKN|IV%XBi}{iaYSn z-mb1JCoj~_QJEc+>RjwtXlk6srarGWli<1!sIn1-yMyNr=k;&Y)Z4#tMdX6r__dtC zEe`T$X`wAKXWZov?$bp<^ka$Mb<`h@)--6M?nBRKGOFAVo?w#fO7HQa!D#04pQCC? z57ICr0}SgIL)NnJk)wV^cvU<&Mz?uXmkHo)^UzH$_Is;Cu?iVOxW!uE)m~~hljw7CZIz$K7tk`MwY5Et zOpG`aq_#}j%;@yG^ylvwk!jM5B3+{Ol^ex4!5h!m=9>e;Ay|4rOf4H{+PXeDRvQP) zsOy3nA)8~PVfGbDrOM!s6$egf+d1c-qP2}QYIj@j?3A6G`c*XuJM)}so|s=is72kN z`AT<66ikWgL=)=bwnQvdR$^2SbbRpxk$S{(Q=ay8)9hl@%Y)1Lzq?zYxf6~j;+CUc zt62QPd}YG+5L4Ppn1~~_16x|Y9}sJ@2Xqo*vF@~r`>p}a)M6c1NmQ&-PR02F4GBpJ zL-fB_s72*kKXcx0C4R33IvMikeepgYdU!Xkf!my*tn;Yvhra18mQsn^bZfraX-VNq zlwMRcCqwOOKKy~z^0(Cn;YRp&_oR$DLI_nKm(+_nuE z0B64-MhCv14qmZom7Yei3=`IjtlkxG5N}j%1~?4SV8o@ciI!T+ud6>S5-Jd!@&cqh zUQ2~=5qE@?W3>incYAZwTk};ftD^Y>!OXLTxtEVSqqd3(O=%dE?i#=x<{^*nM|088 z3`PYarU@@q8(YtJKgtpq9UdI5=+oAc)kBXDdiB3>Ym#hHg<$=`+e-36=Mdc zJqe1gl6mPVk{$H;LkZtQh0-Faf5KUQ`bq)U#tbu>&Ehq9WQmx{Q4K(eRDDfk#D)6$ z%)oeMluyecJ;_nqSqaDXw)>b!!}O6>m3Zc?E>0Ro?Bi}oY}rHihdoIO2wPWa=@#(v zdLrIXd{>XZ_W_B23%ft@wRS5kL;ZYKDUpZQ*nMU*^h zA?8R{=b~{Zm1WYP>Tu+|+QzktdRoEaA8?kPt+o6cdw3ZaYq${A2+P2qw(-s6+^XqV zW^GH+QjU1C1`z$J1>TTv0;6K)%TbbB^CB|p$SlFZfAwb)W*iuajT6<2cBGZi5%J#%M&Y*Fh{36= zRGK4)vbO#&Zj+_Wa3eO~n5drLJY}K@JN$;HK z<~N|i-_ly2C!=L@G??702Q4Qp1G>GfV9znnEov(hDTdg1LRMvZyQS+_cf?V75UHqa z*$*laSXI^@-et?L_{Xi)nAv4aoUM(F^lzyMgSiKk*WJT1vRv09wOt_oeaF3RWazdj zWG9F>-??y7;DTugX$Al(ZtEp-U2g`G?wm>L;D-#Fi^I7bc;$+|Vb<_dfaR*~8Jzfh zxlZ1tWB`+8frydPp|yenPk3gDMy3PhsJmfUBWNeCJ!LKv-xe1!6pWC~qK9p~;iaK$ zy0g`JYwMNUmZBSSIPB2B z0GqqZYU;F5>viCx&kr((42b!}n{r;O_RdJ$vArM56m>YIA;q{gwHW)YOpt0gD~n?2 z+o*N@N-p8@Xe1@{k>%ZYd$(p0@55pej6a1%Rp)+_Z5TWQ(X+cj`I(iqurLNKuaW$5 z%v! zI1bb&zul+60M?o6k^lC1tY5Xp8gHfRtYkPV@J=e9G(Eb zX#|+89MEUDqaGOPmVx>G)}G%tidmRKl5hS3-U`JXlD^6R@=QejHn#r@*u4Cg95aU{U(drNIbnbHzCFi^97d?B6}^oPW9JxQ@^(D5)?vO3gRpS0+XcnI&>~3 zwRjggeGnnvwp(>6fQ8_RMa!9&+U2Y5@>9FqId>esql8{0HKE}O#j`Hm0{_(7f9bHV zMP=YdNe{2Xn6;DUW6b1X@}UB*fOlYx54IaBAQ-n~$&sL5nZA9z!gO6-MMg!3T9)-Y zp9+2DRt&GD)h^NS$BLQfIG=ZujUezgg_}_p&ATtWKT+)@J%|8{RR^D@!yTGB^H{k? zZ1j8tDDV+CB?^(IdcayGF?#d?F5IBqkHTMdcIMT1amC(Lv$c>&7~6MT!q~Nxu(Xv? zQ>%x6Xp-rY3?gh7TMH#*yGv!;Dh$(=Bf4%ujYZPzU8B}HZk`5 z)Qjyey8RzGxr$H)iZ`%xWui2NE}dN*!x5xL!|&=VfY!=lq~jhLRH?wSALH7S%4q^1 zo4&O5LmH$;@lY>lAVQ=Z;T}NQJdzpSe52W1b`d-TER(VojkQYTeW#K}{fO=6j*}G= z4GHA*944zGShuC80iuGy^Cg2;4z)Ez)#3O=VV&p5R{0s!qpK~XmEHmy;=iy6ka+g| zUL(6F=-72?p&6ZxsL95uqD_-gtw$0-0QRmGm)jrlLgi^wX zoHD?+o(`3z=QZA6a}Fgv9D79f{(Svx={}F%t(M5(fFp4Y!BOYU_ti~t;@;N{kVWIe zvpK2jJaCz&&~k*55QK@ZYYzinAQ>rWzYUWQf|IM}yJW{7onNGey!QhaLv{k56lDst zL*aOz>;)me&`TpId`8LnzO-j?e4)XjOe1rW2D<`|n!-~rKlb|WDH!V_1iLyz4llrQ zUBeRk`u0%~xLLO9G)WocL+<58=6*P4OPUb7$it@a7fmD zOdcF+p`S5pw83#BHY(E!T80;z*278tKz41JvtUodAGi7|IY0vg)f~odX1Ff}0xb=( z5S5ZzHWbSWBO%kSB*I*frl*NC)se0muGM}&8gHT|8@JmqE%0ldpWlN%8p(>;>_}@a z{=U6KQMkGVdO!e^59*_zaW(t&IApez!&&mVU%5z`NvK`Id+L0$bZh}k)q&MURWneb zk(r?;@=IQoB!jewvxrqW);C50u1}{s1imZMuz_bDc0f`FUWY1Iw3W7|cyzT8IXg}? z7h#Jz`%_iR6-XrAN(6{&)T&k%&hMANh(^kQWqJ=M>0=$VAIWuQNZiqMRqN*5sb&q2sBz*+LCPb{?n8Atd-4r{c1;t-l zN0t3VC(sFV&4kGWk;3O})i4R|@dxh8q*Go@CY`l%wsqTC;(b85nna`-V zy=|Ibog5p}A;Jayp|gmvtFg8*(o|NCX~zq9;GDVg_1RX_a7!K<$|0t@p#{pD-vwE7 zri9vS#P@8C*ebcb%52Qf(Q==c-%r}$PSDM#gzt!AF(ZLGaN74e=vOKhe=|u`zVeA< z5zW`OSBbgkDy%0^yVKmXbJzae z*bDk|=}_cv+7?t{ky_F5b(-;>XW0FnrO2Oe3W&xbWV4(Te;^KuxlqdYgxWf>`Zc3>D4Ko!?^(ribB!c2AJP8Y| zi4xEgo68sD64%I8*ie!4Ilibq>W8K#WpGb&r~2=A5}9*yY?YCW@pZ4cM`6koUQ4J> zDNc?qUXtoy?8Nlk(pGYSs`DMOqSHL3gKK#gDXH4Avovb0AQ|Y%F%g8b&8%phvQ7ij z+zDcaoqeSLJ)4eigF5K?h(GQ{d(<7ohn**v|ry$LW7l`g?HmyoHD83c(HJ#}ALWxFO52^}H zr752>bZT1r&}nI_T+^Vi#4JbkSh{5yC6e8>fM_Tlh-7YeO}(&p{a4l^c8&ZL-SLZq z^R(aLQacTrHh?vCqtbxPD1lty}JPfMnUu?ZeqpiMDlJZiq8eg!0?> zQ^5=I9X}O+BCBz7(E~vWtXZ`z5|ghkjg%aR5HRF*EF9M5K$A`Vpdo}S*e>m*R1A0D zB(_{)MgTzunZq9eQC;r^>f22ctPl*Xrj3}|a$lqvIKYoU=%c1mnAcakZ~AiEi1;rF zLE80S>J9rFhyY4@^iDZfVDj~Zu3azgAg(dg?gxpb#4p$Z>(Y&=wmU6qD=5ukp zuJ|8&Jnx(ww}E`Elpr#s#h+42SbM!$x7%$s(r@+<&8a_I@7Jk)D!*-#anEikl2%h8d74fpQ0olIlqkVhKu(qHgcyvsaU&VU324rm34xmPDM$<1M&i^ zYs#$T;P5Gj{ivDB#ogU7}-TijCAQ>Y!aXy|pUR*W%nfrg{go5>Ut zPt#Ww>)PRgu(qvhOS_?^!|TIeD$0<8jDDHE-j8}{!*DmCK7IM0?zvgq~6kkqp+Ihw>}JZZk&yFy0P;Ykb5T-3_G7`BdwTf zMKwFJt_0dc;Ozi6vNluk4_}^~tb6VgA2$X(L_GwCqm@64`+Ho9?84uKsB2Pf;e;57$*f)!T&ENq8C%F%X1c`CNc0THPKEWCZ{a204*4I1-K{8?|QF;m!NkP;$wAiaI zuq)3&6u)-gBkwGShssV7nnSM+3PCvKP?nyX?1nS};rTjJW7RZc4b-IA%}oL)5xn~4 z*u@7T)A!nhrRlOKtUrvjl-hB0>bzFm1Xpt1Yi(@58S6)Kl|aGzmD-o*g zMHXpAl>SPnv1dwa_@^}NH5D(6yD%rDqX0=#g&$PYE%E_73UaAQ7t^q=t zTE&D1W$iNECMlh|l1it1W6qX~^jiLj+|`oia(DbdYb?VA4hE1(zBJVa@^5hy;v?Y< z-b8JmMIK6~`bk%N*Q%HSSv!Zyq|%y);5kQo(@Domp_p}{oIE9&UD53gJ7pDJYY-%% zfm(?HTRlfVet5Q;PJGP?pc0|FM%Iit3xm zOtH%kdF#mR+#6rmrURc#o{FY2M1UshC+trR6U1ctLpUcXB7VfMK1_thxmEWNQnUA+ z7RdH*Av=hMI?#mj7RkPU)2QeV1%Czwuhhv)X{qdz0$H|)@R-kvrl{S$k~7P7fL}CA zvK}4eRg(9P9Y>8_01nC;1og&ujD4{HvX*xc$79!Zx8oxL@|8MIIG&VLS~tZoWEHNIoUk>MZdec!Ju>cH>jNPuu2yZlZl*vn z#W1c1A61>9HKoZR98hKyI&23CeF^0BKF&Xmyn6 zL*9Ifj?jUaQglv|Iv~_msNwsPS8Hl?dSM0!){Fd^bT7f`uF--~7GS8pSHpti$#9z- zRXDRwdtaigmKj)P2UAF(_!9J8@4K*D3K-f*F%fTqiukr}U_Md0Fs!BA{PNl-y$_^2 zGAT`mF32nzEYJqaFma8!cd_Lh#ddsS>N&9O$%fHf3!sl(Q)Fk--Hj#6$lrd#YuK}J zvl_3E#B9n4S;6Nmt)cs|@vlhGs5B_&(RUpud&3lax+LFM>1F2I>#E!SHhytC-j1%+ zSzyO#8L0e$Vd>l8N(lDC z54A{M+LwxhAsl3p8U&4UTytMQc6=Wwfzm2t?BC-O!oW7-Q$*B5zwTK<6TQQ)z zr<#7M(?)Q7%$c5C#0BtR2A(_K-|j4JK)&?_I?=QpzWr2WS0WcuOn?cb8gJ+t4I1U^ z{uN*&O17JSsgblNK}fSW619`=>{iCQos{C^AZqGXJe;*%Yw+%~H6Jq(RlITzmecXi z(uheitzPaQK0e8Dc4%rojutdZuGY+ZgaXPif-Kx2k{_`}82EW^}fWaC{{ zVLqs-m5AX>^y+-w?)$B`cVAmvsz!4?y2s+^R92gsxkZ~~w1rT3-CvKjUtA+df4_lN zo*}MQLsmd4Qo)Phmu|IgLvw}Fh{6Hew*zMiE*VyrBN-4b9dp0f+co=qZDdGu$K+sgf1u1zpmV#OfB(i7Xnz#&@iA*M(siq0B^$SNE*)MQoXQDWa zb01q)du1A{deT7vm!}(fQwAt)%2-sw)~^xD(`{H_==AqHnD9ZDs|ge|mgp!d_m zP5ul<@z5pm?0&X3Y9+x-AqvoAs^D;GM%yo0uqCVvsyEy9>jj^xOuJWV>CPe{UV+SE zv<{pMvbBj?`){;n=2=w|2a^bngZr&*)eCb@XA8T#WzAce1}3K$s(H+m!KyNa6&un3 zhQO^h!j7^PjEkJ_-@?dSyvAuIdYg4Pqr>`DD zO}neXwIizGO9nnlXJvA+K>gA~CKvy{gN~}hh0P;_+)Kw%0YF4_BkJkIgUjUYt665q z2M?d~k!Uu~(Hwjd{#C~vElIZ=ccuc)NAss;ngGUECO)d?5_!0$f>EVqbEvSX_G4r# z?1gBXiAlpE z8E?SSPLOk)A6BllfWU*TQS3wQ-3}b6PsXFKuiVj9REwBL4IxI@IMT8)sDzK_%Q$oP z{O7?`%%0!Q4Xt9| z$~!~}eQbZW!)q&$apw^%BcqjT_%QFVAvL4_1*$+*zuUnM1p)3a&&p@cmNHC;u0Jv~ zDQ?e*!)@@KTWUqMUf^o6BIB!-E!)zj{2O|sTw=iA8UmfI!uEFonH7QN2eb^`YvSHQ}yTgwtElA3arH4oGf($&PL zCFd#OO40~kl@tXkbqy_AN=XHJMT&w! zu(-YXB3H9^Y#Ek&tISk5N{+O*5)#|enaNFvR_9)ooraUWhn6&Tx@}&kOr8S@^yLP? z^f$S%#%X`F*6K$Z@#TJaxwd*mSzYD2bfzLOnEE1si#Wa(y9)uiI*+hn7DZJ|X1c4C z#jO)0sn*|aqQhaQ8dr%bOMn$#>r!^x!b$0g?(u4pl_o@44pgV5DrzzS95kM2T2*T% z#^FQSY;d@^)!DTQ%M|*BIk%|Ha3)81fa|TM5_BbILM!u1%}bnvG9YlO6Vy;Ni5e(?w|x1n=St z@mk8~wg+ZR%bTE6oTkw!QIuw>#XlkEK~hSMiAYJX2c7S?TO3QsFuTr7l}M*YdtBDz z%GAT4a96`gP$gd&g`|sHdk}FFesuJ7)WT(lT`~%Ex}*T#5g?5`)yti^bKe>oL@m_t zzF|-|-B$NLDweB!PoMugxvlVx==<8;PQz55cMyTR6LJ1b} z5TUs?^#VEhW0eBGDaXYwyoV5m6oTTC7q~)!DOJfNkT*Md+Y#!$qEyjSi#j8Wsp>M- z8I?GXjFkeFCrvZk9OeSsszf9yd%cvx=)#c0lH1ER(@2f$!?=Ln6aOcOKqlH(8|)FokilL zl&f+ymicet-rR{i!BESP>2n&7C8rl6A$8czDYeK{bpkGy+&hANHX_{)65`99M3Gi? zbKOB%JXFSrmoy+e<6K3RC=`O=Pyr!U0_5D-1*k4RaE518RZyy+C%seUx2-V37B!9? zuGm1jg2j!-eQnJ#4s3bsZFVEDPciH zO}-KvD%71ibp;W7Cwt+NoaBcs+}@2f)H(!hF6tW2qq*L|08i7)9cH;2Be5k)sLG1k zRN7|8TWESBlu7W8T2xNZ(hZ8nG(23aZ6&8j-SHv~N`5TeYpYk8X2(1LRNn0VU0V7V133P3>uYK)= zY=um&&&t$VRYr+CDk2JF)eeHfT1YEO7D&>xgLDE&Ndyf;A4%HnB|qdzj(b>Q{Dj$A zJJyqjO2dFgWD5?2K>q+?5(16Rb`@*USb*bH2vKuV=oJW&+I{#Wp}zQ)xJpBcBjFNv zO_O^S8-P`8Q{AVhD#?>RO&X^rbB|VEb$X52VF4z{MfbhQ+h8~6vBiY}%F6SVeYlx& zEQ*C53^Y=nXenw$cU)Gb0!T{20tiU}kWH>Ywh}YSD-{|Vsu`M|7^@nBn`uo*L#dF_ zKqR4`^l%+P}AgH=@k;BxG5`AM0^je!~%H5yU z6%n{`nW#AruHXNjmS~+B%EGcaGo8%fse`lZ&d0vX>q;*)1K2EA_?ox zX^q_HDY_c-BH4(VM7d5jA*ov5BKkEGa1wUq;^*_@D_M!8%xS1`U6^T-R8<`fcu<6? zNEcPezn3#{%Mqw7jkM=BZ%mgQMYuX2+5L z09?!q-e&tnF6La}NT}ynFm#4RO;(UwbdC#JE#g?Ul%huCkQ~Q68C51P2@Ox9MuxW1 z-vQPV8@0vPU^XZ~waTyU++j9}mZ3+TDsxp7%vzrz#Uo11j=>(S{IE)`O07qvy&7c2 zu@%m2YC4iUh`!jY=~mj)^I|_dMnC$S+rlb6Q@l>BI3y4UP7ojq>_?pnRYihZOj!|| zrj*%CD2+<7Ab^gy=YPsDzYWTC33TyRV9kPLYEl%COKTSwx7{RLbe?t|%w&30nYn@+ zF%*T#eDI>i-&@x^TcG*y^+D|Y4oaI+msY1#VAHN;H39x3jXJA*8Mq1DkBlxhIH$eu z2n68InBT9BL-9bQ@a^ZDZ{b0zK~u@6)GEwNmnlhlAVP}!yJ^0qT>M*&BTrH;K(+BY zpG*uOMK#Q51zHX~K6p}of} zN^2^|W-?<1yz}gYDGNf&YGr)W!y@NbGrrqmr1wYb+pgPR_k00M)3)Qz%5FEn>3Y{L z<@gAnHU)Z~(^8v2Qah5hHkQEn{u>+K<8jl=95cK(Do~n!msDj@BB3$XlNqwKyi^Lg zcy~&9gRut_18IdZRR$_m7p6M}Xgp@A3O%6V@ix>w3FHnwa;$vlqN>ctllr6s`;?$ozXkqJ(@ zm)k_iim5glbu1_0m`W9>D@og#<+Z`}Vs%=cBSfLoDrTnJO`*g_Gi|J-f}*3j(mWv{ zBXPIQ(;%*`8!*Xz=nN%?UMYaJ3H-Zcjb8Hr#tgE?bPefTUoLvBi4} zW_!$vZm9NwPnQ|Q!Jx`i?}SMUd0UEU)L=$kUk3VlLYuK>eoBp}(q&wIR2`wxFPtD1*=_TzZfC50(Zfe*VqhVIDPy&h7}%p-77X zx2sawl_}JQ!Gzguv?Uu_$|RF=Pfwc>Cp22jH3o{cXl6L&&-h$MmqL}p?%Apo*#c^( z%ZB~D=2QOwB>gR8G3HzTuUVLRMExw|F(#wyr#1A| zVZ=-By5Aj2ZN4m&rNoqm%9>FtK>v^JlLu(upSxNablQ(~V5x!9asoC=)gx#k?G`;|tSiC20hGN&=eCPzz2 zQnjg-@d_4xC{jTLSlFA3VOG0KhOEU)u0Kv@0|QG@TXp!Zsm(V?C<{*%Sa__SR=x3H z)+fqcU6!IpOUs1eaY0J8?u8C#)J?sgN+X$hQ8PUn7lm4wncv+Zp<8GW#}CmE7Le7#Qet<9c9mYx%wTnt>Kn zXwhplnk-tLUX>b*gtY>uf)w+BI98q^)E!Z}d}vaQ$@Sq|Bgk@8`0KCc58Q4u#bTa> zrJ}~9_(JTGv3*w5cCq#xJR!Dglelc5#*r;fq^e_UjQdI}O2JcZBr569v2n72=WF3d zBGZ)aZF$MrJ2A64!r+l5_{A|0ligFBi`iCMl|ynqXz>W0G1!EvLLETe2T*4mTVRj;%_$NH+=6lYWBt!Y+30OFKI` z#jxl*xAafl`^bm>eY%|VI|NThSvZ({l$v36>bIh z<^Z_md{xj@iVl# zR0bdl>{yc{YD(4#X~xuE0SQ8h4ZnENF$Rv4nG06VvK2M1{vr(5)X>7%E zA=1mMVIguAdn<^v0F{BKNLU+-+V;R|{SPrmtG70}Nkh50}Ta@6>E_xKpKnjPf=!VZ4ih%=vgyHF}2>q_jjP#t6jVDoLA@ z0`X%}vXrW&ABMR|jHZJUgDfcNa5RLVDLkw#bG7a^2gnMg=K4&yfG~;C;npD{F-uLQ zZpGp0NNp(H1vXNyK25reZrb06?{hHC2$K7ARSD{BfvHMyEt~NO=IYBp-qt5h#@I`D zB~@cgn*+bWW@wc8Vw~&NamJGB^eV(?9smdmAlrL#zOQO&mB9|++Qi5ygOUZst|WNV z0$WK*H-Q)BX`f0VTzacip9?MIxpfwrrZ>RvZA&bz;H9ZWO3Uza!PV$0R)m!jowwvUA65-y{HaHe1u`YS-z7i7aixaBnNpIwr^2s} z5=HDh`3`u}ubLMxG{LC9QI8@VX=;dwkl;9m*>{4Z-sD|YHx@{>j@r56eIsq5pn?dA zGIMi(%=n&E)N6F^f>60u_CIc5etHm0D!yK(#tcY)p3Ky}p%NV{@i0lTDOyc|0N&~r zu<9>^EJqZEGJFWGEQexFQx69~5>LSt6b)O87nDHdd!3HsbNg*Urw7|{5@M*hR}~>6 zN|f0R+$A7*P0iJF&fZuN% z?B>`7@a&Vc?>ldc;0VbkD~%(giB6=GjpqEPHs0IjpYwc*bssGET6H`_Qcw_t#(7Dw zy~$O%o8cmjSd$L4y3E+KYI0VR;?jj|&45u({z=^0_S+1zBPLZS@f&qKX2*#{r~~9L zfwT%eQBmYbr#%q{O9@=C*d+=I7XhMfMx@x0%I9slB`>zyWD#@vw}f=fJ5I`-cE%%l zfGw?<7GZ<`Dv7Ma-mwNx4#`DXiN9WEdrLsp|`B zLxSz4BYzqPF=A{11mftSMRpx3qUKl2?Lu}!bvqVR(&2d^>Iq6pKu9L{3b`jpBwKn* zvsYI$FiC!LQxrSFb~+kSLRG_Xl@DJuUi|IzV)>s?d8g4ODQSd9TB4^*vdK9`81-wnKZn-vrK&IAZRHkWcEJ-cv5#CrsXh;@2TI6&5 z<9thYt9KN5jyCIi19FupT!DS8dF*d{9+=9Tj>o9H3S91zV~2uL*d+w>7w9i-t!<7F zGYwhdqZNxh`T`SuVIjW=1xin@*RUU>0eTa}H?9(;>6Hnw7N<8Q$*iF;;H5>krJ@R- zjOrUyQD9V{S9_=hUrIqI70q`l<;YW>jxzk1(wI|fYEs`@u0Dlz?8EYxd@OH;ZP+m8zE^V`1jcS##^!_*5~>{e8wcaw^EqQIF+ao zsMv3?=g4Bd%13@x#vl%0^|?2($uVhzN!KkZ;UwJkkH-5)n2MJ|mZltf8XgWRGLnHH zpn#&JTzF41I(ZRexWKOKCWhnB%%w_`CK_3BauSV6Z9&eeFe3ZH^q^ zE)WEy^Q|ooxM-OvNR#h;;?cfpGYFRlv)51O#uQM%z-8q=<0`e9} z_&^5jgr?%=-dp0Zhc=law)SKxnu^0w6dr5OVl0kVKN{HeX&hcPnwLX? zN^;azhbl2jQu}dTLX;4;98RT>O|^^M5y)+Zj>QxG4Qa&h@Q?oh9IRCE>Yk2bEknLK z{1rG`LYzj2kl?lTTH@BXhtD_En8a&mE5ki zI@1)%?#77g%5`zv97yb_c(rKQkX3VHppjy6#)neoozSEh{969^u9c)Zq8kFDc7GbY z#c@wUYN-N|eKH%WshgFAABYfvzN=YW>^Jhk_rr;^926@<4!FNAdglqP6aKu0v9AwXJ`+_ zrbJ?{^M#*;Ex52gI&`R~Zl?PUx4&E>RBDKNs@*!H8hkkkaRr3Rbu1kvLgWoaCimQY zVSTO77B^@V)@rfo&|lONxnzYT*rbFKl@DRDx2p(s47XTQ&(5jFfT_iR&=Kkd4YmkM zloFLRb+6)po2O9uIH8?Vbn;VWbg}7t{_txPv^zbg^#RcUnSf8MCkA)MBwoCjrm0gY z^{l*!P}bB!+uRrnloN6_Elmq8)Go<7&`C;?3Aj-qo3m!!ZVcMe7@F(V30zlKF`n-1 zpa$zpNBA*vpp>3q3!U$T{JA2q^R)W(huUeSfTbmbIF+R;O^GfqVyhF&=CByC^32y{ zyDBnNw_4H^lIx*rN#sVax*WZnv5BwMIN>1OM9DWjan#$DT+@#!z5*;Qk+)2c4T;3k z-f_)YBvfM)SBSdYIeHsqqI=Ui?uP=CYlH--sFSb)_~|;JxixB?F+o&_@xx0)(a3ql zx8NaeAg0L$M5lY)9gi!Mue9>(QeaB&GhhyWBjs}CfRsFe zN6j(UHl)<3k4MoJ4luBVsZEa=QWTN^D)9hC!78=28|)>9k)oFmr#ZmQ#zlx3ryj>^ zP^9V>xFR+N2r?o_f`8axr+Q!QMjb0Uy%IZ)O}_=!;;D^}jnuW+B#up=4aUG+f~-e% z6>Os}pHZgMA~G0aL|C!fZKm3gg*HmAQc8*ff=|P4RllArS@CkNMu!|fE^>mBQkHCA zkmwtzfPrwHT8)6^b9-X1%$drCS*gmWWNJ%Gc3`v5r34jRgQW@Bl@fZ{Ao=6XA{uF+ z84{b{a!JYLWZpOBUH8G1ujPO-G5NWT`R$5d%5>R^cCD9cPSfMdsl6GuZX&{0L2d3BqCYK@DEkc79M8(N@4!0!05BL;rl2+K%(ExyKEpSII z@LqvJ%W8Bz>FON0(g-g@i!~{XKpqr^(60~{`=D>V#wN*wO_$mpFyS z={`665n~6y7m;1d@hY<-KIBuvWg&*Rfh?g!4Mi&_!UFXRf`2CS=B{9A5f>GyGul&6 zw6L9D9Rw?KPNE35$Cbz!3E7@muO>pJjK50E6BODaNo7(J+bl;?fl`u9!C1Adn;Rau z<(_gx?5$Cg8O5orzd7YD8bkV)(H1sJ1;7H~H#Q_B6X%4X?(a^gTRlGaCmdL}rC6Ox zH4Tm+0#745KmyyGk#c;1CK-z+q9ed*lUHrV-tLQ0N*AemTqCIo8kAC=pzY8F?Vg6I zxrPN_GFG8dm#GoZ+8bNPP|{ML4(DYJMB3LD2OT>kq$+P~lt_sR?lid1&D5>R!5R`z zmx;r-_C0XdI++@yKCRv)$9efqs$!D(DT>Du<&-IUf{K*TY-vgqJU-O{EAJ2%vm4u& zI3@=(IIi^CbS-2hUoWZf+a9*4k|0x{2B^{kT5ZJLQ&#Sga*}Q@wYppM;btucO%9X5 zTaN;eN{n}WD?ui}b2>)$Pv#)=HF! z?Pb`}WdeX2QCd_ALIGLWg>DCzsCzNsZI<{O?>Ne!WDrjYQ6lmpAjkm7DYjDcu4sam z4m`K(ZvjbFih?9dZ!AZZCM`|oP^julW4olOI*^mTu1A;~9){P)8W(02RnwDMsh%vC zTjK`Su%)HGic(6o1fMW1ZSYb{ZwiA=GNgjZEw<=sCE$T_5*)R{ZMU;-rxrF}0y(ZCV<^wItc_EOUk#GsUu67*y{{X8N4LYNj>XBo(`^_SIIxZf#B&33Ges=(m zVZ!EMp|HA3a%sF+;VTH?gAxej3wp?acYSZW+FOdsYNzZt0Y|t`C36IZi3x0GO)`Ni&Tf)3Pi<*z)gury~^+E z1L?L4M5jTem~*L+V?}5zB}rw&#R*p>F8AN_ZO4RAuH_~j^w9gKI@IjP+FE&TUL=}l5KQ=Nc9XoM2eLnn6$}L-PEbo zDJ!yFQnv9V4eWVet{%1bs+>mT{!L`*SyOF<707>JpNv?bSGX-)Jn707`cnLT}UobAMmW zibJ$4!8&efkcJkfol3ZBC|%0Dw;s}P#uSzuJ>dHT9bnl10NJBZ($qLX`^5Q+k1FXX zw(ekkG8FsMT=DS~cH{_6fYKbsvR&x?aMQNbFBXWl-4sDdXKKDYw4@o-0V-i zI zlYDgW6p^A1xLhZdxy8izUWL~3{T7%H{Dhn+vmpAcI3dV zvfPQy)E6y<5TrH{!Afj)0NY8w(}rVWHz(JKaNxm!Tri@v#}M6oG=Y36#uTSQ!T0>m zFO90yzC&dP-@Nspwbz_xc$A```%VU1N;X#scJTrCV_mL1f$A|Xj9i79R?FZay1N2R zfY}ln2}6V0q!!2@{WY9HuhnHsesv<7M@307+O*yy{2&8~*$CL`QBM5_E&QvhZAo={ zJvOHXZ9;Zw>D@FB9&h}E~o=1Dm1WRb$)w~ynOfZp|(&YgN^3x!iZ z-R@-UEG#`1`$~t}4tvd$n}L?}`8m-0&|gc5|Q8SM*yn zsMLv2z8&Y#8gbmRZr6p&Ji>0>YNh!Qdt|BN4o`R>mwWfTkwN><_smYEQr&%8m5Oo4= zYiqf%+>NpBXQ{_`C`rrGXw5R?j`zBI0R?GXw$Bk|2~a%8FjRGgs@69ug-c#urPFG4 zCDk0ORq49J%{HDA(uAu?Db%Z5Qpnb!atYgFF$S9MV9jtFt4pFGxD3eSQ{Pj|N=v%{ zK)5eh*p*!%3-9+hhhL^)mjmpHGv-GkO}4=Dy+k{{o#vxbO&7k?(+;Zp zk!3oB)fSsJ;{ZC6G%c_TdX%LEfNXVb*B3@mmb5`~n?6b(mZ5PS)TIteWi}y7Xdeoc z2I<>-n_9yN@+mbov;JI&6HgOaaj7*{;4bXC5&d}F1tDPAX(WXuLe?X8b<*lQ2dPP? zgCTN@>8fi;)8o_@e(zWtTk_i+I-{szO{Bp;-%skJ4V1bZIUe&L*OeZ2kqSeszL@Ss zkEu#rOK3?^w~I*lq=COH*k1|kLT;syY49gJ>$OTGxs+5VP1hj^QkzbqNU>9BWx}J+ zr^dyARjR>C>4kcoB6Li_BDG7J&|+qXB*k?G;zAG*mz!1WE`+5jNdz4UI~(GCE|o}Y zyHpZ=It$(g)N0Rql@)JmpCKnUrOHlGs8Xp;70G@paY~+4c&mMv9#BcrkAu{uBbhcO zMBBnPygI*UvMO{1)!@4bA@ms&7*x3&5_#)K6(LQm@2D!=h78u9OliV&sY&3r(ypgp zQa%$-!(FaCL#XHtu%g~?%Y}$?QkCH(SQ4RgeTOoAMK3Ti+)AXZ$D}%nYs|Qoce3>;l-%?H zkIDwv`o7T8c6OYl0dkXU&FAI3TZqJi^zUk8CE_Il<885j?|&LN{Yh#~KA_A=EkKOG zh=Z&t)E3jBI?8!2z#Z++khQQuhXa!1!I=8lZd{HzC01Hcs{jRsvCau_DVQB#&XD0vfbIt{J1*voaz z7)J|4UO-X$vPtE6oM)9!#OlU%4Q*&$B z{!dmIX0Buh+D$qlmbZW|0~R_Maq;C1+Go*Y%wW0zJWg~E>uUF zaYeGqTeY>Q5&#z*u0A&_V@%OmQ?$3K&ATS4Dd!g3af2yZhJ)ftQjv97dvRM)b2Qps zW{%^O_nT%D$#O$aH{JgLgE!Np?vgFkY;m5@Mx~IXjjRQv7&th+r_55od1@i?3I;vQ z_)hs0TQ6mL)GX?$m0EPzZ59ZOr&37Yb8jLEIH{1g6DqdYi556F7q^t}TDo0&^r=!(CVY7jvA%F*P|VFTqW)uUMIkDE_^5Cx z0UDB|tXWA{m_MGxZ;J+lnPW<)!+ECG+s^6^AOY|zNF_--i&%?t#c`J>7wL~dW~`cI z;`nsDwQ1ra*3+uu+wW|4aZk(4W^E!A~T1AG4fSEBj9IU+~ySPz>ZV0zuOXPx+fqx9 zK9wkIQ6wQLNF_=(Cct#w+hdg;lI=#V8bpADHQOb$Hk722I*sk9`QqB7IS!f;mMV1d zHZ+?$<6**urO-5>g^jP`Alx0gTw~Z$%nOrN@U6qbo0D5HOY{tw@oF$cm82j=+W3vh02caegITKr9|c#PZtz07U%VnVFAYZaY#7 zUCp#KT40A8X`l~;sM$(T)Kq>o{alAy#K)aOG2=vW(zG2Vn-jWrPy@@SOf3+>BpCCz z>(hGShEA14jGOZrnHvu+>2h0P*|M4qw6>!*qQvmR#0x3#%o z!#&+IW|*NNlGI|2KNO7wi+gW`Idrt90f8gGCQ3?`PE2_2X(&=sQW^m1XsJO;C0xRX zL5C_MPewzrm_m)n)9w#ldZ zH|A009e?MwjK*Z)ZrpPr^Nzj0>$Qx=PNVClHT2c_?s~Y&H64Mya-sZsv1Id3*sZ{pfOJ0Cn@w=3^_XnFbL(tJ25pp|U6%*l>Rk5HXXb>sv|FXVk{@oi0XNsz`85juN(|HY~CMyHXM4 zw5SXJ0AvoM-U`@ zjlK*Mu-Fm3tU$qZQ)D|SFHVxT6yC_v;Rrw+f>Hnj+HOy?1e<9s3pN1r_4@F`#9RxU zd$*1~ne9uEQh$%vpO4r^UZO;%sdD%rOL$ppCiVw%2SIbWw=>TMEIEtg#T5>x*^f0` zdiVVp=|_o0QJP9b04oU>-uJ*<;VxVpy)IM)YIzA8=qu2YKvJ}hdPUF8g3BXo8{!>h zGTo(0MLoo|Elj8|v&k#A$LY2_DdM!nF$5(*ks_1pG^(6cq%k$>#VNEROvYV(wL0C% zDPDxw=pyFCTi7t2nj^=JoHE18rzy16DoJ6Km4tviA!Lhm)nV-GZQIQHGIJ`c57O&2 z`h=F$)UG6bEQP5BE3(oGohJSfxEmYWVyD`IrMEk?l~j0$eG^>OU;@%E*c%VJwYhca zk4PQSWn<3cKTt4k3=ICGMZ`STohv^{wl_EVf7I~A5&$AVGhWZ3^PkEPoY=rTH zehp)ALWk$&wYlP|3wY-F4E7z#AWL8%#ptfW%P!{WI({gtzO}(E^Bhof*9w9@PLFb%L{z{s$4!K6pvs;@@4@*>ejTaQ@Q(A4r8i7$r*c6W;Z(XRY;g!N4 zsYa|uRGINYnq^A}B`XI(Hz3&g5D4{RxLq1uVr+J1NL4{{w6>R2>Pb!2ZM=r}*ng$A zc1xqhqCEzdh|QSDB}r|v3Qhhtqq_I!j`a<&rKUsyXc&uF#sPuLp{!k6np>c(-2Mz_ zl%Ebj)MY&p=}gJ*hD?`&M1bP0U=nT(`CE|ok-j)oGb3>RJxH|hK^A581(X7IAlwiK zTlG5(2%ylE)g{`FWSsn#E}aqM_=UBBbI8~pV06GP(J0K)=d!rurBXGhG#7gSZE#NZ zK1Y!UbI%R!4PKvI=W?X~0C|f6jj7FRQl~$}NFsjLK3i1rn&~w*>Xdfpxj=qXO(BY- znu=BswW&?4qU%amsV3kXl#N?*g_$!HYJ{j1xNpg=E({RE^$r=;EkLN=#A+!>P)I7? z$r}tM$zdE)kQ4_oalO5GDM?ZVEyz))qMazb98=0FKyd(Uok`zgy}56Q*2-8t;s@wj zCliWzC1>U}#$81BF6_&SLPo=>1LyVNQ}P0$p``+)gYl1C5UiN<>&Y!SX4X)Jy{AtR zKmeuN)^2`%@IsMDk1+;Ea3O5Jp|*_x#Da8b&Ni@YMBuS{W zR;h6!mBCvNufo%4Tgkr>J6itRo>#<7&pM)-wJs?kG2MF7)YE5BvPtl)gJKP~KEEs) ziA&3KxX>NTvFOsyS< za5~^|g|P3>WAA=c)M|K}93H;+p*1=+RhY_o*W489lf~sMq%CIV_a@+#a@&zTe4=N` zaiPCZq8fl^Vp7VX$a$?nrgV}SBKJy&P&eG{FV6Uz9;-cv)fNQR{37^-OKlDz0@uEh zIqai;f13-=AVR3e%u?Ppi2d+ACDk`)Zf{|vn;q;2m4MrxD|xhPmHsgTe@4PiH;uLx zjNfQ#5veG6f?~i;$+)~iNsLS$RL3d#&Uz}Ks*+;S+KN+AMAlT5NFWeYQncM^DbfJ; z?a;AgV+DCep7kxIH3h)pA8Y`C(JeS*UXb*j=OWx3I3A=2x~<1nSHIFOJIrCeUh z7XXi6Gls6uB=CDZ%gmrg06SyF(ZAR8ea+yN2Yma%fhM9=~k5}uHT5v^~`xw zYF4Jyg|>95BoKPv3%#SyZS+En{8cTvD_S0IGX=%Gs{#lbwgYl(MY;607+Q{GLui_W zc#cK@vlM#pI z#+Ie(<5dBB51R!QgdSkvT~=hIOJ<)4G$cBOIj!P!r3tV* z4awgGmCDC&p95=Wfz4!aw)!q?Iol6+O758>zTbEw8L_-h z`{twU-BR@}5WJ3rPm#Yd)-6lYYl(6n8Y@n`rR)-x{6$;aRr-4HA|+~EDw_fu%arV+ zs$6$g6qbhHasbh9KbYSGqrWJ|<02vxPyt*RiE!z9*0BQjJk7=a=cf3bDw_L~BF0Tc zh?QqjRWdtmoh2adQc1WrzdenOy>qjxXG*T)hUdfXIa+7J{HS9{TS}G97r0D3&?*bH)RG7wU#L49docGBy$+`m%(B}qIFgwGJkMJV>;?R=z1jN_CDA2G zk4!|F>;eRNO5!M}6<83iM`WG6&ycWg(c6ueCDZEEvYKS)Tu^=+X&g169(oTUYXfbs z%ETN4LNqEm~oD$)1hi{DMO0|dPg9jc^eV_ymsL3-c%wLgU;PO{i{XBJEU=-T=e%n zX&JuF!zy)BCf$?(ONwsRP4+u;>$k51YS}TU=|jw{sfP}bR#KlYZLy+1ld1R+m@!yW{!Dda~pZI0OWE-gy~)P8E#^vX`3y>&4^ z$hU-^c^IHsTeIUkGB(XkcZ7!4`qI(5ozM@#k6E$$I^o*4mnrI`w^gJ^R0ktH!r(4a zxNdlFeOp@J`nD^$b(!Y1-XX1QG=+uy8noF&?aQss9Q`+2tjPV?^KTgL4K2E`l`TTx zgo|6(>)7G?ts||t7t8EMN53kJ6cLNjx@|y2dDSIqcoa5}+7qp$__>Q4kZeb*o(!{5 zMED{qol_wXha=n&q$qBcC!MTzvA8%$mzY&as4WvBA~}$dQ>kN4pbgI5Y;XofXMVcu z)JL5BcyL%RzNn}Pb#}1Og?-4m-2S_dQ>iQt`viOY*KII$Dh&aev!_<0L6GFCy+Lox zb)e8vl9on*Z=?(PpIJYX3G*e>YPD3Q))gg6C46OWn**>(_V2K_hY8W3LUJ@p>@g%F zT9lPFCBoy0QWQspXPS1w=2>=Akl0E?WzA~%K&?ms4;pQK?nTFuIPB`qul$F@5fNyC zVI3`AxurT~aCy%;yz}+FFgr~^bWM)vW@3N?S-MsSLOo*p{(O4GHfH6}`_Q7PrOfWe zE6*-6P^1xm5>3>iZ>MmPZl{+xbDe2?83mW0Z6qa0BwSz184jl4)LfGxhR~-ACNzT5 zloW2Ht7C9TxFd1-vvp2u3JMu9e-A<+-qQzaTJ-uwI2;N2hWGpJIf%fad7m#g33YWQ ztR*YjOq#`ea|pQw+i{&GO*1W zp&{im)j~{18wDr86r>cAl#y^q>PhRi8Ys>^7qhIq!WNbiW0lEwk~{z_80Zy zj?L6+Spj;RksO5c#@vp1*NN{IY_1cr<<`{imFlm@M0$K<4r{66Xj<&qV0>Z%@4897 z(t3f$o@d zTHpFN7>QVI_g*rLXT$LVRE9r=Q;m{Bm1OQhNwKgd$CfsA4KRlb$rm{>6LWqLVhMq3 z5hRJ4&+MK(R-_jeLIwVybM%6tCjS8KH%W+$*KC^cc9!6KSd!bCT?>$>mM^%vlmS1O zTG;iGuCZJG>0o<5ayj$_i-1wZ;ag?z`@OKm4vN?SZ78=o?H0qemD zYGs$)NOTfF@DeUAFJp*}zUwCFHYdzrTbX|^zUtk3FH#(FYARBd39?Bia(2dA`#Da& zTya*vn2=%(fDyIM=9nDeOaVng#r`-r^*Xs)_VPFia?V*d{{U-LZ~O~?s~B?5SmZL@ zAAP^vP5!KE(x}P0P0D_Zc%rYlN#E6gr!3`=cFVM}?23{4G3d*gaBe76@NLnXV4{oZ zQTvsB81$uE{2GtVfZq2q@Hg}{V0}SD^y3a)pNE-yyg}zN%SpIhf6lD07*B&Skt&@P`F4DCB0K&HZ{7e0&G*(}w zld|g9{`^b*rV1)-IxJ}L?u>ZJuS#B zl%dvSxXsjUb94|-#ZKqT9DM;z0^#bw{{Re1{iZQgDsV{ndd2+xFDHNU@xs!l9OF@+ zap!@b)hV`6)bI$Oew{H(kM>QFpOfBRrc~DWwVYL6K~T3X_2N{H&oYC~%6)Jp@uauH zb;Qe3R;2au4aLVYH$6$gVMC{l`^9JcZzt{JQ$vIW#H!H$01HU_cnfJeQ^M3RXcOI; z{W-Z<@o^hNaOVfnzqbNB7C!*N+uPjy4nP zL)lVZI#ZlUgPM7AQNt9YJF-lw_(HR}`~6?59x9O0AJZDo&p7_9P8_Y2YIQ>$z?qhaB;B;>}^ zjj2rbPm}muAgbC@Icc3^^y$Clz^dP7S#p@eGa3rnxXf8#-w7#-&B+yqOCuBxVO_g@UOM4YQ4b^lUxnS4Fepc^|JV9aJM&rJpE~*)8 zy^Nez$DSIXE?e5>cvu8r^!pEnQFJi%Gl!HAc6O5Pn=VW19?+PZ*pqTk!#)nX-e<=i z8q~YNL`?9XJ#FW_xObpT9-@ShU{wuBwX5;REykz6P)w(HvMN1ID74q^F7ajiBj>FBRA$-knlPuJ6(v>yF4((9 z3a#O4N3V^yg_g)}!0LFFUNasRhV-i4Ub(E*5#u6t-DGa;pz)a8yDeuX;KySHTE+NX zt{vMKb>Yr$4IO+xC|Lh>EFnp63P*P9E;+phnDDlNG7fNo`V(wPB;DJ_#Xe$dpW$Le z(Ho>Cs`3&%-hAQ!VuKTwTvSu7Nki1Vi(EpniDjp|;47%xn|Wdxgx`EAZacxSR_kuP zB?}+qBzg4+MI!cGtKYB*iA%kc)cfg~W6jtnzYLAFlmNTA`hD?uO(vad3~uR0MBS#G zue^m^9>dR1GaX8mMZX<3UmKKDMsw}FzJ)BWIcY{JpBK)y6z<^#{U(4#2R{~jC0no4 zk47xV9;w{#;$1Y7>qW(c#WX5>$ysUQQhQ7uu2yjqqX8VVZ4#Z6gyxl2L1{X$)6+ND zRhV(Vs4e2lQ8&SX7rfWSHILs_E9Ak~+bD;51MS{QNKBkt1X-GrNhOg`Z#vggpAf&6 z*`e7TDM7W-q?kn-z5oliaxj1|nJPptOL8EF=ueDVT!7A}0k-I zzrPuu`_#HLNAWdVcGOlT{R4i*_8z?vHB6PWkrcVOHHeyuMQ60;*{H<+7v$$U9Q3iSJ4y(=O&0g1 zHzC*rtnij6ac*`M@asy$1tlczk6|kzESeI+jGz<17fF;i{kdXdYRGi(#7C8M-{VRT zA*=ff3_JBIa(?NIA-(P*Z?0JJ%a!R09- zXY!5UWB=3p-aE!#@vezxLsr?^y)CAUjUd>Df)OgA6WVb}y}q1bavb33G8f`^ssJ=C zAAVaXQaj^9C$~q2I7G*;zOU_!w@aqB`>W-&n8Qy6GGI`3&rU4WE%SA+fnR1`BXn_p cZa7stC-Ca+9}N=gbc3JNM3#wS!jdTI&^S~gmGCMFgZ z7OE%gAa-UDBQp#0e?TxEtK#9}k>cZ%G6N}q%>TdB!&d+WJ_ZsK6AObKfJuRYMS<}! z0AK!sN{6{Erh@h(${DYEP3Mqvoc@(IO z6DkjSBA{)U`aQe_fbl6XpwuLhI@4AoSb?}9@mt)yVesJ0ho~?zF2kE_(D^H-$ie!O zVE{ZjW@P6}kFV3y!rExa47(+C?sLHzeT?464T0LZovF#Px?q0V`lQ2J!-HvyEoAW0 z10b;BMp|n?uSkMfNpK;c7|2IxYgv?JnP_;SkT>uf{mbeBQ1DLEaY9PVe+xZtS0jAC zyia_d>6Fa-!A6D&kj^GkfR){I_ol(2Ii^@otDik6Q_bY~5;oOQsj2jN%3Xpqk~$?0gh4C-``HEV zV98O|KZzAbKhg2VEXO-sZp9p-7y1@45mqW=;XI1J2>_Bps%r0Ycz3CT&(5m7l3h+* zuVM-oI9nN_GvAp7shdc?cGdIV(xLkI{SSF?%3QI*$rIvZm4*j^QyhP1K@R5Ll#Ak-#`AwyduM^@v+YTAtJ=XIX;ut za9=NVacE!SW0Y6zF*nPoR~Iv_u*_L;iU{A@Jl z=kVVGK|4fmB_9AR!|J?pPbgIt&rWJyP~t+5WiF~uUXYp8SRia)a75-9yvXOAhp}Cb zIx03biI$VJr4~zY?468riDtfb@j8%AHGbRh^m&c2M3b_nA5nF2e^C+UZ?6bdA3HqO zZJ@JwINd)hvg;GSI6Vq4qDv;iE5^z06ysGnNzwC-nSVHle%Bt6zq|Dxa=xsi`e1u= zD}T(Sr_+*3v$jlh9DC@+2`_Y1BeOaI_xu0$e$9V1?Yw)0@OxyI zhbYVax1isDH7PwpI6Z#BBXO{rY2k9(`)u5xfUp90Be1fV|SS+9` z3kuk^*dKgWoJA=rmRe4N9kT%KzJx>cR-IGhM`PzVjpGQeD2&__DmbFz@ z@a_B-WQ^=Ns*42U9jED&m)ct>lw6fqjmFP0k&d53&$tcsKkGZGqjp6}DTlGFo8J*| ze|VN#wz>?RPO#<~>aHZON{*IJNC}Tugl3D7nyPhtna-m)D+`Otekpwkj7sO=Ky{f; z%zv9si|{~rsB25+NhbO~0QAP?>q4>qIuL*%DU4ph1@|Ww1cD;~b^Fv|oOs3nvuy^L zb;7XrfM56m91%}cP3p=T>JK{(A~BSN3#sqPNwyO#dZmBgu zM5Ir+=%B3#R5{SGkY3Es29?1WDHW+a%u6>gQ@EIrU&Oo81FUi|mJ@)*UHV4|hf?*S~rwIMD(ERU&<%IB}m~)PD(UHhB zi82j|2%dpS<2?^Hb2n2s1h?krM3!^?COa$wm9Hu<%N_s9t1~{XRVm!l#%XYnyCM8X zUBzn6H843zno`Gwf+Om0;C4!u!K z8NR)#PO!_xObZ2nYo=(CIgd*Bwh@r%p7?iNu4@g+O$QVE*<#rl2^Cg{D6uHLdH@`kuipAR00`ILb}<`0vi$eqR}5qfCon2i9rAK~ zq7`Yk^Pddc$5KZH&*iR_9{~444}fTAv@>8$BA%DH8w6V=G-LKj~=0LaU8 z)3$EMDWQFx1sCCm+T?Ou1!C!`_1o$YWrf*sF7nVXFg8?*;NS~VsRo*~J(#J23D!XP zWI64a0PajlAYEeGE4#F{%UCO}A*c__O*sMg>m9S9e^hc00PUW2^JiC{LVWtMCl~+u z+=XOzA&e`SsSC+xMUP}jMJP%(y6XY3F8lyE-~UIwJ<*!{_i5;(iR)`YdSL;hy~Ve> z9~(L0p5*bz>nnW#?9Tn=9WOY109>0N-9Ne!(axib;#=R{AdBg2oS40ei&6cqZ0e?F zP=j=0a``2SS4LENS;;Ie}zRPL7-wJpD#7@iO;%N0Gymn=9+vgAc z?nn+IPOwgQai#G}%NIypUi^ksgvo!E;o%U+0@kVj&Z(T)fKCKjquRKfvyC)x45KRuBM5xHQlYVeo(v=!_y7%VH4lgTcBGV zMHRJ3xHMDnF(3Iz3a{}HY=vu+f!WvVw=`b~?-4B?fc}YcbB#N`-4J&3w$32i;Es>} z!^pC%RR;)S5!7yb!4Sklg0%>`iDz$3%>nm$#kcA-kV+crm(x?Hc7wN?l77%~q*M4) z`Yu*`K(IWHOPe-NYq+I%;t=6s4$T-7XXS)Cy0YGVeT{9asMxY2tQUOm??C_FepH0u zt-|<+{!O!n2~5ffYl6Z^?c=rT$Sl5&ET)?-akgSg=6Nk_M%|+y0A@3M?X#agl_5za zDr@F&bka)k+49w0uuoYAegYj}j3J6EJ|?C~5V>>_$PS6e{91_UM%bf{>+uYu z7kbS941+06&AFjTH}vY#J2sZy+d8W75@Wbj{`Oz{51w`6Q7_j(#V;v-mW9`W-c}=0 zMuALUpUl?OeQK_DaMjQXFTLNB|D7jC@m;S|o*Fx~G_ZcXW!>2LID6tHtgu+7fimQn zI$9?4=?{}T&lTezgY+vYVLsOM+N%E;{_TCOMmNPTmfn|!Zl~VuVJnUeop2VpjXHwP z?I&K-G}P=)hz23-->Fh}&jU?%a*AqWExePhibLc>ZciYNN(>jf776|-Q@HSyZah5UZWqH}`rSA;NUf;XWQSVZdSDZw776C457FjE}7p}>bk{mpJ(xSX99pMCvL&X$o zsedY$&E6NrUhN#|174}Yz2tn^e4-}Gncze9vtPw1+$G0!m8 za=fm#r$;jv3aKp-;8V!2F5@8YmYgxOJu12<&m@D2?E+lC+mGm@H0S7;=aparj33r& zf4w=cIOK+xElJ5t|EU=$kh%bYLcCSNJVYYyN1TTI!wm0>{gVIA;L1YX^|j6C7RKS- zN=>XRtnPB)lQ4Ce6$2H)D4Wx>>dc>-N-PnDZ8e@bzN(=W#W`|!icSm=9+$!J2ugS9 zTjPlgbx5m;Wv@C9#b=ROvRL(TbT)gM_t7Xj;?Ye)#~TSQ6Re&TC4>*#ofh(oOP7Ng zlfGJitcC1(STMKu7J~A^q|33HZ7k1=x&8gTAQH?X%5r>kX(#_WdL;J{w?cRCZ->rm zYP=F>^Pe>^v*|qk`1~eY`>yEGE=O{8CP5=gcT2n3zcyua21#svD`?P*x%z9|%Jn}1tepvDl-9)OvnemDie zlP*7xkbVJFIkI?pHTm?&EmZtc?Qb8F;4y=WGEX-p{NMM~o1f&T;a{aZYv~~elpgCh za}~4%i+MRbVWJpGO)9RJyGB&?)Lx9X8DnBRbQSM)ysRc`SxXJX;`UOMHK4*H?Cn}- zV-Dx}BuTu3rC1s0910~<->*_rMA|o^oIfLnr*LQ`3fV^YCO?;ygO{njr*pQB?0AW(taeB4p zD&Y7hN3LBOh&X0(46(_&zXJ469Lpewyezp)(eqtTG8kDj3V z8+(!~2vj3ZF?O=MLw!>%6FjA_(W^6ns}?$l`gVjJuUN3`diuND8sgES_{oI`qGv(s z5g~t!TfgW9btK}3`Dr-dZGvxC2OU!Sjk%|6WaG+XcWtMUoLf;yN2Vv&jE3fxh(2#u zG1Nsk($ha}Kbw&c80B{}_Uv<&CG*j}i)u*hBBsH%Hwhf?`{PJS*fGzS(|Y{5R{77y zvS9Cs1{89Ej(K*!~Bb8S3%oK38d)TegtQq022yX`-F!?U5T3lc!<+)mk>IVoVIsW+Uik!r`kxag|!6{o7?`}`W*P-$fQpRPSthwF=MX3n^Hpbx`qC0@o!spuZ zC>-KIXzJdQXo6+iZBPSMI?J%$3$0$p_JGr>t10Pf0gfRCKVa9pyZnFNDsW5#A4b1c zQLs3@0>`QzRY#qe4A_Zhn1QJ*elcbv@cwocKjD2*3t6Ww*D-E)xceTMXNgk1%Iha1 z?1)z2glYZ<-x4|nmGS@(td1n$pv7X)d&0Q(kNVq~FT{t$_c2lN3}f6#6yS*aOJu5(-zcfLo%EFj)fPb)|EWX z|5%}Shs}a2Mt2C01N+yZ4g+4_)EO?em9cFL@l9e%5hN{~#v0qATRJWh^z4D57U;S?jef(Uk);N-9~VUiuYkP&O}E z^8zBmm0{;DaA7S;Ant%cA|PQ(J0C08Km})l6tb`AgwPSz(Lwwf;f0^j z>1|42Bw6g$ubT-SQ4tz=tJ+gbHV&hMC3ahdC-i`VZW%7C>bM5h)WE%=aFoY-PNN=> z^v<)kz-+x`ilj~DItEIIf5AL%%gV(jF)mGv++N{*+T%VYP%74xN#0+yrvRZB{Jwdn z9b$2?-)9LOES(eTI*zozTPJY)DN@~NbjBWC*M(9dgfPLO-l-d8NqDc(hQ;{my0E)n zUx%O{SO!`!@!>@#TS7xsq8v>m5VuCyBGaZTKC2IdD=)-rG67e{;(-3gzO)uavazFA z1&@_{5o@&;7Q(y81xeMtRLN~Il-coRtHt;8M@E}k+EvnmciKUXaXW8jO+~m4f=rw* z{OG!u_#29VuDHPbl5Ya%I1nyiArIn#Z`QJ$9U#n+ zRw!&w=yO%nu>tX^1~{j+luV{OOIab;jDGO)d>Js1^S@i+3vKvV^sPtZxMW3~eO);A z^F3{)llHKNY$J6$0Vxi-lp1W}$Tt9#K>BJ;WNm7{Y2ILPg|AHetziMq5E7oRdyNgc zlBXxtmS1)4G;kWCtQ$bJ{W@gnRQWP)`-UMI80!kc5nc#CaKzwhN7@CU9TN$9AdIj3 zcRdQr$raBFc+E6x94BScBBNys)i;%A>e?MI$ZtDD=V%Z}VuD}rVIKwm9ZVr4A z5p%6bzbQ*6L^wT9Fw;_)^H;*?D`$XdCwJJZ9>tJeN;8*ChFJHnQRnc9Z+9Z8rCaF8 z)^t@TKgt~GG?~AH8o*jV=jyyTrkT#>)ZA;o80vk(4GhTNou10d)WJH(;`;8~I$xl+oSFPJ(tn zd`h%VHb+aU+~Dw3QZqcKs!7jQZ2E*LB>rC?+K*p!{kl-G1Ro6580?}BgEnm*D(bL% z%sKv=N;sJCpMAa)PLzt;F+GJ1_?a`SVMsjy2F;)WNRlrX5$SRyUA(F_)snS15i%SH z!PT>zfuy9QYc9vdj;ME?2|nA9`R(9c`HO`r6IkjfSEl58LTDl@V;*=-I5kCCn-ag5 z;ot4>y@)zt7Y{u2GrpVGD3cuEy6f^8g@nKZodX^sq~3g)}kB=@v=>i=s9G2%|#vuR}fGxG3kB8pi)%jlgFc z(%MTQ!zcwEMIl)q`DuZkNFT{W;D*-0E=MdWOl8C4qgr>&n}{DM*MJ>c(D|L(RZyj( z#Q3ud@q*VXf}_&3{n>u-jpgy!F}yYIvQ3Kmp*ZTmi1pHOJm z?LSOPqQB2YQRL>)Kbnf``AOr}&c`{ZQVH*%ORB|Dm?sZ-J90J_sS%(qYdFJ`Mmb5q zuuDBN?9px(*3jn<&vd(bA%G#Y%r)BW_=UdXqLSe>^x*D2GE?riC(-af8Q$SYac!jhzA^|;h~ z4b8lFqAoit`4dRTv&!lzO1te9u3y6St$^3o8mL@?Ck;Z7o@Y{Rq-v|k+;>bN3H^FYGVo1?!0ffLB0TD=*71!tRMUpOB3d5eOO>pKkql&L zW!OYy-Eiq56HmrjVjWn?dVO12yNK8_9Lhs)Bn=C=s~jjD6)8$UkUkDS$@2_U&4DYp zl=|(mBE zNrHH^g!}i_7L3mo#ovs(>X$bS+fGA$nmV$q?66=yq(|&IsKB$;V%#tFtVypN_f#f5 z*GlM%p4Vx+C#o@=EtX!-NJn65=L_HoPkz>kmo1izF1iPITPHRw*eZW$r&x)j}huf@%darxb zv010NVpkOQD!EMTyPts>4=g^$peaKBu(E`Jqc8H#cDW>)$SDsiEd=9Am{`r}6&|bR)JrV5 zN$KFvV_2o6tx~%yk=F_$TQuOY4Zrl01=eO;;8Z!>Qg$^GUbxXV1ImMP7X{K*GCh&YU7>P+No>8?!K%4{74y-g6rKHb1m_ui@*1%~ zVy1>A#;nNjI$r1}+nmmaP>T)uq}sO=IAiWR61XaH4!&3vVO0DkTH2L3fdC@#zm{cd zZv(=3xTmV9u}Y=TeX&VZo-Rv1gT|jq>6VFz%nf7fCnk7o>4B7H-%{^s$SI?6sHtrd z99dV;^n)}YF}K;uPA&I6!h@-7qcnAw=IBdD(+KZp)h~a63BiXstv^=brU%QKZ3m0G z5tbPSlxSCsC7z*RUc4;XfXYrX^4bptL+gv*ienZO^FB_?&tH^$wA-V%u_npg)1_CG z`le@MG*4ft2h`NOx|U*^%@j?GVz|1No-n*TVm}zjB-)sWd7Z^MG#mAf!!(W~uqUC{5s)f~ZV z-+d0Oy@IZS4bsTuu|_$SxqTSyoM9*+P2@APWLjaAIMh#`nZpQA=~%SX1C;UW+=<7} z@12Tx-y-cx)AMQtJ{*c4W??#G^^T&dDUEhts&kb>tjuSLM9l6(aLIU|X{qBo6MI)) z2Qk{HS&p`glH4$ej5t^29_AB_Vf5lLTi48JZwN`esX?DO)vq^9e+UW?;y^as#t||t zv!4YUsF*&^Z>9Jo0>wtMl_tOIEJhaWQHtZq6J}Te0XdSQ$)U6 z3c>jG>_={fpSyDtu~KXIoqw3QBz~ z>A^mlIt}!M0VJ+M6WyfEScle~BHEuYXmG4FNBuLY&8u;It{L#%l1B{-sI0bg7K>9I zcX^?y$vHY<8t}DnfLTsg|DYK1l-*NjVn=&NhS*ju`yIUk6HmH!grBjj@XW)R?vbu*Zh83 zWzl85<#GMIR`Sf*xMHhq&|mcir9#1)@(lr5JuY5D(~db1GWq?W;Cb-`4iAfoRsT9H zhw3P(T#&up+iWA?wHGsaPLBD!(Xji}oaHVFEWmgQwj(e4)O4KEQ&p9Gov11gRx}cf z5PoH}_RNm=hXjLuVyV^5Tmgp!I}*!H^1?rR5}Nc2xS^{(4@BFuNeoHqLc_O|HPbvn zFeAANN7bBTwO6gRgr0(V!4yWLiW-(F<2lAif2OXz6*J2QRr!kd`YUp%*mPj9U8Bx- z$P_#&ohh1I5?8EzGWEiGSy>ld$|Ey%R@8=XAs7j@vkt$R%+*Fq@5FcO@}#9>{E)t% zc`Es+VEL<`sc}SX>68 zxL<3;$BMXkhLzb-Z)8)t8;CtmFPwOPQ5`57PXB_aH`zCc+MK5Jv*@pMPC7lPK{F=) zc-YwDjiC=%-|_*F8Y+CPO`pV~7P7~PdSw-8u1%n>`)_2^H$OzEi@e#)8p(U#@cwU; z(k}DqR*TY4MsBLJUpor44je9BUEJU)Yr{VAw7S;6MFEoO(B23eBNCk=y@y7-z5vu6SPD$GBY0I*8tj^m_ZzF^9zHQM=j-LAZ zO{CjTTNIYM%3W-=uH}0*CuT5=1~M{Lt+b#EeD1RTYm(uu8c~f>1!5qJbRow@TMUb| zfEK%Kt(tc_4T#)jtxTaOqd0j%)Y$jrssGzIN6#Nuh__$6S8==!0$D$ftR>#})i)dF zGQx3xpynUvI;UL9_{apN`*gca4y$-rN#)VY!;vn0d|FDeC0x^P;r{LO&(ij#qOyCE zXMSQm>urF@Pepzm@R&5pCob&Utp2%jkjFqT1vN zi~#uVUfL429OE_M{r7qG7Opi?b}?Hu2TTgXC$-Ld8i<>+eT5@lfTayNK1ar!AGcsz zcymk3g6p4A$BStkJS+!2NtpU&>NuWtE9<-F=&|?5@D90WbFdSFwxiW4BChTQhCr}x zKU8@l3}`NXFdcHF>D4=S=e4cS3w9OBFn55!)TeuAGzuUl4WL55Q)bWsE>+LAzcqL{4isz1 zFH{TXnNMj0d9fEm0@vRnHs3kNWn6IzV8@sQLpUV9k&^kpyQQy+FXn&lOh?4W$W3NX zd_f(aEjcav{CUuav!&r5QAGHdejU-zEB8K8>%(O(Y64~7FfwC@3$`T;r?_WqFzX`! z7;-6w5fC|38etGZbykL`c5ZyU@^%?q8j1l5-Z{ji9wE*Ow8hznHQ zSk2b7OP>Z=rN!y#bzSx__vQgb6_sOH1!u8RB5IqHncK?sA4Wh)UxuMKH?a8>Q4xM7DciW+&W;_|)kcP9J4~-NQUKbK1 z!Ut?imgpmlaps_k)A4tyVn3huG5(qO_ue49L-Er~iy|^iwE&J1b%r-hqaD=?t|_Z8 zVGB;p4qKT(O8H5eV(uOKUH~U6Rqp3N8oQ{fm`i_K0b5ZvK?K0|~G5R22Ke9r@ZY&9w*Y@;=I_<-Fje z4;R0hHgn$8!4!!se95Iai5Dt;p3DL~l}3@GoWdP$TO(i%IZBXWm<}iCf`Mgt?RQ}Z zk;b{|xK$rL3eSlL`T%$j2)PybyAv8V8H;3baTw&}w1-{om#h8d4r4yj)O&}^830^w1X;d6?4;Ud>Lg&?LIY#vUrjghxk{?^sjJrrw_(UuuH{D-CqFY zuqztUnXjevsH#h4B=y`1hjUwpbVgR{>lcf_hLBz2ns-I7!nU8mjy_7TR z*96^^tEl}`{z;Rw$pe-JVa&GW)Q`2fs>+`XQusocCcQQSjH7Y`7>JYCUw!x5UN_g) zUQMU)i$#%u&PIxvX4)BZYd>L-3FjXJvVyq+3w0IbS)Rj;2 zKxm9p*%A(XOFE61IjyOPcyrq^073__rrt=Iqpdam@Cg9I$^#pvL_%GfqHfSA567cx}B@Bh*=o87iBXp}s)8%gkHp2hz#7lb85c;iD zAtBGOlG4o;uq|z{j39l5#F5InroZ}tWM3yYL4FXF2U?5EPHd0cC{Hx~O@N85_~ zr~wghUdz6X<(2~ppx=-T|6a6F(5DMid%mu0^c_pzWQadR%0LWP?WEj=GysowTUn=a zh$CH0)i~Q2UNSbY#(1|A`!>*9E0jarq+*Lnn>evzY)??)6mVJ5irtl)rt;h!Y0dDn zmBb@;mYWui?WjC}w%;(26d|uG4si7hFd#_g*#dYKz2lJqccf+M zDh-s29y-8bu2jY5Pdmk&isx4J%sy~Q#_cN`jYhJ6jceqC!efOf`$^9apujpY)>G%y zdMvCZRUpBp%*DI@C*y`bWx`Vn%KXJvwj00Plwgz@7sS8XQV#mzYc$L zo?y+E-$$nAH@(kfD#cgMn1&a1tyG^|7M0_55lkVZhMtA9pS-Ov_T8c3MdD2``!1MW z3?Imq?U~7J*>JMucX5}3q1piilpysDvk%5T;;++r)cdRI-YJ(A*;@U%a)+qPGXYQ} zuM}z=TBuD!$sI|I6~1-C@OZaz>vHpCJXpcT5tq0N)m2)9?^#2C9nBWS2k)% z`lGzMi2R*2MS%mBHwj88Cw$8DBKvgkm)HmA55c|9)Nrnf>q?d<>WZSGIhCEnrFN&r zU51OT^kI{~_NV4bE82`O%PUmIpHDKpm&ok<<69Yo%}HjPrGP_B&7;<8GCbLYN4;z$ zaVN1*puFw`ZTs0t)T(Ck=C!Y~Zyt8X28QulATFVS>HzU(5k*S#-<7B9xwLUiV!U1` z#|0&r<#VtDAM0-4v}f8bhO+g?u_5+G2sBRe_ttV+`(92*F1~}4S3RLFC!Uc6wGBC? zK)zs$lW)csElyHg9rC8dRb;ZuX?b~Jt$C-eTz}o0>o4O4-=3of`a+|E13JMQHH>MB z8oVCUPjwbx*|2f@bP$JXogZ|p-`T(&bbYzPo(3{!_7&~r_5k}#HoZSpa5J4u9fj(D zXEx!In5gj;IZ@tidH*T(Daf9{bJ-8Rmv)L|r4%ho;{hQZzFr#mN=-C3m%yiu7T?U~ zGAgk>G3Z`^ZQB!QbVR(jr=h`DXJ#-ac2bd7XL0wqU1>_Xp8qb-gS$vFoAO=@6l`h))2f{&cP^3Ai~O5;Qz3l>)0d zyCN3!dEFPY<#l_-IlL3o5P*?YxD-G&V#$emgyyZGeU^)vAh0qjcbK*9cY;5>*y+gj z6~W1%PcyK5cLD72b^A`=hwxdcs3Smg;43cnq1(59Ua`D>J`41F&7zhwnfb{i)#4|*;TGamGGG~YE5h|T5N5;i~+nYmrDw)h zRKL>t(H7LyeCjWm`#%0hs~ttgVareH9y3ko!+MYmKDad~uWjV{T4Kh-v-tgPk6*xD z^`2J{o0fNw^DeRXnnXS@D3e{pbCJk9jrE39sapLu@R;xIw5yPemOQ5xjx+4Vq>d0W zyp=E7C_M6u2N-0{?1SzuB&sFE{6x=+F+TIIh;h?R+4ob$+c%)KVrj#2QcR)77PL4< zfB3lVLC#gdS81m-N>89DnIunbzPOLGdQ(%(Cn|IdVnTemn3EM)&gFebaC2HntCe9b zHaTllltAr2OWpfdj~{!Qw^b38021Hr_k@X&bOiDinqTu4R2TO9C;CU(s6pWyq?sSx ztz5Xhpzon69_-ZPRpt{jcGrI$%o2{&UF35(#Y@+P+VxEnBH-q_>RhEc3S%TVLl_1a zPchY{FSns%_c&U<&qPtd^C|~=CkuG;M-d(=NoMDw1PoQgUT0ZN3s(->p`sx`%oir((5L7)=0=~7CnEw&cDVxx_6ftd)r(DtW{(NljNB{Mwt;PC9I*wVN!#>bSZ=LOcDbq)~p5;fh=i zg}E#4U4U`cxaMgs!F={cAaPJv*@vHXWB0$ zAk}^}3305>VujBM#sVUfn$pqk9;da231q8Ul^nF={lyd_0dvMwso8s5Qk>4T^3s;Q z7hAGaaHFEslf|=wA?gAxnV-!O!9&*9^dcK?HNHa#v<=eJ$-?uuxbz*N2tV4JIlVR_ zwr?#HB50|L8bx{O9(q^8ZyRC;0#%lGLy{?VkE1;tPWC*V%?u%USgI>Pz)>8ShM6bZ zq?|FNVu@j1&`vviKV3&!kbN-_=F3j)J5_wQ99uYZxls$+JNnF0Ri<+JhwN-+`TBh9r)&9a== z^e)@E`hz7Rn2(WynMk+8qM?@oP3@)Fn-sb2l{pFrc65gxhhL(#0suOG9Jyp`;Ci`9 z(yTG?I7sONTuav9Md;W->o^>a!Fh!1zsDl<%Yd&+eA+KNih<# z>yEQ!cQ&~H=-XxdrtXsANtrJ0PNV&mjByP;6y#GO8yaKZ@MBPKzFCye#+b&$qqxNk zMc|A`-BeZI!{42)or98KI#{TQ}b*5d))wVOIzU89;2PL(aZVN>Vc9?=oKKawNX4!H2ub9bm5?u2ylJ zyBB-BZD9GJ-U4oGty`^k?jJusJ*aGgn)dHe zthgvODwXkKsOxfwMGGoI*6L{uS@;N7Hkt5fqg(@dwP z?10t2>7YkXkkyRp_hTeL>k|J+oLeg@aHSujAw9=f4iL#22kxrQD24=S@2osO#u{7pA}!PXm627FTXH@HOh!bM(09rb#iSAustw ziZSUJmB#=Ojeg1Ms9H;3N4f-3uo3g zJ=-^rYOycgr{UvdFcIhV#FYjxEiKN>Q{;v_el6 zRx{jf*!F`mI9E&(DTO~I(-lrm+;BpV9I-*f`y*TH>#14B`cIdhit?LY$X4SkF6zQ0 zZ1}iRMzA(WXNa3VEKahkwyU-F#f~Bl{QyqKDE7Q z#ht`2C-1Z`#SKYY&`#VQI7Ez-0dsNVdf%!*_Q6(#egN#MGpzA%h2Ij+jXUW`%A427 zffA9!a}v&)M-g5}wdzZMqy2qlWJPyx^qyF9+lxyuB-3-OyMi)ZvnTJZNTe6MMcMki z%Q;eY{6FU#i`^Is)-kr_AV+t$+5lLXT#Td2xsr;cOYAPoVL%?IwRgH{|Er^{e>(My zF>@~yPX>A9%e)v*9yhn^Tl$KZGid%vUzIS>v3i$POpkh7KeeV%Rde2B7(Qb)o)}To z4O_rX%f~MA2k_FI2U7@%e_M*cjI`BZYIlGPZK$|N?Ad>aqwD?4+uM_w7=UDc+;p!V z9;A4-ohyuP=2Q!5LOuX~){31BW!Qh12wV&JM?Dm%9T4)g4IW69&Azpb=jal^#5=>d zX=&Yus8NkgdG+d*d8tixBw@^Y#NB6?=}<}hjL9s-zG-l}%i-rZO9IkUaTAVhB}UZ| zWf^;hWEUVw z_AI`~L<-F;sujopLW`(CyAGCD5CvNaN7_6xzDy2y98xxKViEG=d0Km?(^Gk>1-?5~ z-w>tva7J|#sP9z$Ch3h_BFyG&$^wMkv>~JK(Rm5;qhJ{?37s4-FLZhl#WFAZMr|8B zw)SzjUHYTHKH$n5nPe6gm~c@Mr=<0L4FC*t)W^2QX52=7Huu_hsSVm4G}c>k<;UbS z(?SxHJhk?*qWXn*R*4&i5;XJ>4s#r=%KhY1##75;MOqGi$)@BSZHex8P2YEb!YHG{ zQilCu!^e1miIPw@75&j2F=kO=y+eBkF#>R9?2?AiMH$Hip;}zQkdaYgvlmxjNYLEd zo<&JjkEkL~%(M?d+pPR+OFV=z3lTKe4k}G$=U|kuZu&Z_E&qsHrcYa=TTB$sHUX*_ zyO@D%7!9*R7 zFnV+adjyg6)8c1Q2Y)r}Jk5PIA-ZFft&}vGRJl-W&(oFe5X0S%fwWBn2C9f7R|9m% ztT`4S8X%Z}v<^DTp7;}z$^X3JyV=I*IyPWKp77;~bSHY~z#YExPfAQS6eau`{3iLp+6t@d{o(d`1TINBNOZhC3Z+vQH09`>v!p6eR0NgI|*j- zzd3a?e>(d8(td`Y1H`8VD!R9Zvcl!Ty{IC_lywu41!yAY#q+y)WN;nL)9z+1uF*Nb z2jWj*hdc?PDf619R-|9RnwPdp8)A_Sd`Xh<3G02My)@PIlo8f2TmcDx!kJ*|KqcSl z#THV&_;#afng@XCTZsQ9JT-?clThPv(3QcN%CMk8?pdWS(7}GpHs>J&9 z487vH(APd1qx^XYHV7-7M;U=*T%(*szCjlxDoEUeYYt~g=PafcpG@h{zUG>zZ;VPg z?Ln1I1Ys)0;9r6_XcrXfr2e(2{#C4MIHJ_Z_!Q5@eM#%w8ip%alv>P#?Epwgyva^< ziMaiga96Gi!^8k3ruhxU6cgJWMoye2wet^gvM&>Kt?o zo`tf+Ayh9E_i~jA^}tptOL!3MO6Uy^FPqX(@L7DP_HEPRW2o)j?a~LVFzv;vneyvI z;Akw}o$4ut=F|1T=zX1PSFM1ig0$ivOVVL3YA%wE2-P7_VnxZlZ--8v&=33ArO}RG ziu{cLuuBn-DIsOlW&)z>+UDXZawE%=P0gPZ-*azmw9>^)MFHT6hvWElOu||gD7SOC zJ23kpElyhYyC1#-x4$fz&DsbnrPS9m6kJCpX`@-PGxrzn@{e0|YP;f>F*y5IUS5z{ zaamz-{I`}^#jNbDK~uzjz;gE>7L;l_(NW^Jm-dNE_l3XU%L@%>e?6ncL`6*>&X%O6 za_E@0QFV;E_@X194r8B&j#69T^wT_?IdoIn7eqliClMznn;J)VTFRD2heyt`R@{g6 zPVQzkZch!JZga%P?d&AnG;R>JwGv)WqfYzby@+4P6cJljZN_#2m6e^vxjZV@UOAA z*5td%KP6_wc+(8@8c=;MfE5=ZmkUZ7{F;n&x7^_Ao9~{)y3sVcMYg2ehehuV9#3`% ziCRl=aA7v>L5I_x@ctVcqm|)lI_95P6$H$4 z{|li&UcWA1zOueB;n@%mti&a8UOJLS!DGyHHMVgrmSvZ@UD;*t0I@7>syBp*kh_Ow} zisUzx+=M6}vU(BYO#zTkfTA@iiSc_UH%~N>H%aoUDX|`i?`G%)BxNfclssysdY5If z-EQr;t8^zMC9DOMkOq7KJkNj|(Z>qL6vHnksB zf7VN3NID8avVsb}t+SDjWDq&$oAC;ou}}X17+!izbdvh`5ajN{0Cz(C5*-I{WsGv3Zg0FBBf@Oze3N{?ycWj}eaWpbKK zV%cD72~wF^SJop@0Hr`=9D%(m{po?rl<2M_h3&KU7NO{GsE29`*q^Ti8WcNtN zbb00qc&~`~%3IcZeWu$U<8ldd=Wu1U1vrqPb+}0(Db<6eAO#$4(yq{*Nua~15dHo4 z^yRv?fu_Z564kot)*XDrw_EOo`+$BwlF$SrytpoCg&Q^ z)R4+c0qJukFJy%)b*)&~1fX&r;CWY7jBP*|(e)nuq7`AhZsBUoSy6WjR^-&CQ@A+B zD$@PKty;?tTdq-V(4J1DzYwiS9Ki|-N>r1v*pEHMS0LaM&Z?_O(=dGe!aaqC3O@8b z87sZdmPX7*LILnAQP1F-)3zBIZ6^qM@p?hdy$Rt zno9H6YDv}5SA|4%-iVfVALCwUZf29H9=xl};CLKS7o_fX9`jw2IfI;MVO|5Bw%=+= z!Rx&da*pS0?@3osb~VJ4k&V67g>8}2h?Y55SBc~+tCZ}Ouwhe40LgHkT8KZ5Q*j#| ztOBq%Z0F&~{&jaPKV0D)wI9x+ypZE-NdSeX2lB3?a27+94ne`j#0`&uq863fHkT3( z6as+viXL?eZRNH`;YB|hx3jNQQi3-^zXQ0hSBg>P%cqTdfTRPyK(6>2=GB052;PX2 zqIwE#Cns^tQq)ziVa}3HH|i*gJA)Y*Raf1BEa#CGX1tYdHmcjX1)?#NL{w`k++!k} zS1%mXiXY=ls0hc~yc517WpG;!YI0@Vo6ba7%79 z@Fl03IYP0_d&NX(kbEjM>NcZ8m}C@7aG?#U#V92y86@&)d%kWO&YHbBqg@2T8J zaqX4rtskpTv`14^iUTANDrl0QX0?l75!%r0w(dBI5$us5raYSlmFsaqye$E+J2j=n zWkqEDtehRFI>*CEn+2&4ETgynjYZ@(oaBH8vNfx2Ly*S%ilLbqQ06@q&^5H-LHJZE zQsV+tE9pzx3xNRPG@_EV5rmB74tU>{SaAKV%bd`XqTE*SUUUy+ZLsq-7T*!c^Vx{g zh-bD~3Uy<+(sBV>yoDXytOC>=i5<7cWC2r&-42dnc^^8Olz^HJF*$J%}fI7 zOE0OdXdUbm;u4-@@*K08nEj^HHVf}uOrTp)joLW*CuIZzN!cfU>PNfIrQ2_I`FulZ zySC)zUSq~XE!x{_ExDn+8v9(~4P$j>B#e*&=T?uniye|126ecG^)~d&o}wLejEx{< z;W*f17{+|)_=7_j9M?y#eXo95UVJl9_dVjPJgtMcy^Ih0V)nw!y(n4Y*(6)z!a@?t zqa}C*l>&ONKWO=L=eJt!3hb2prt~oM?!=f4K1XJ!aylJ}#&8bA{3+frmwR?n?Kgy% z zr8k%+M0Dh|m`UObbZGZ4QDHX)rE8fLr35Ky1Ozw`le2(iWOL*}=}QlZuUE^9txA^c z8&mEC%3CQaaV`DagT8w0x4UXv++AyK;+v$qb-|m&c1s36!L2}^WcP<%zx&nS5AfU@ z-H|ix*K{IGlqpU&*V-pJP6*jx?nnOsdfTgW9A$?+&zawE~V1VVb;>JcF; zjHyuL=mn>wC?G8bM0b>s2rcK@PBGH6d{0|N)qF!dBRy}Qfi zMshmuwmINn$h0Vu zg)S}1MAq~=1va#jatY;+BUnQz>sVb&A88h}<+HwG>lego9Vlq1*^~Xj zfNpji?1gUj*q5Fp&krscTj|5-E`nn$Ytp5sa*X(q?Ix$Ch9EI=yCF}?T)d(}7?e8! zg<)g^f^oUrWE_Fal6EZ2+ge&BC2}LJ3M*S};Oi>XNyh%;ovSXrU#zK^w%24+_IR#5 z+w)NKO}^UkhZWiTP5?Qa4Cx?e6)Gm1>3CHpK#sgUV#<12l&RG;UuNx`8=qb%fNh)d zCb3+gP2p(oGQzIXrLS!Y0VpKpYFXu!nw4?6&1N%!^y{J11EPR)V}_oU2ZGX9`XZ!l|at8j?&7XTN35qwtE&)H&Qm!1T^@ znRVbDfJ6zoMZ74&O|8iCV>}k9?ny~xCr~I(jUCdUf(CE_1Z0}2mj*=M9Jxq{9lHr{ zEwzPZIu+Ul0^unkD?k_+Bpl~%rW4h|vSZGcB|v5Z7|`aBjH%4$NjTJ!2Al#x&M*xN zS?(N2%!`i`aOJqB$suV{8Q&@>X$U%#jXmud&U1n{-mIrw+yQR>{KesJcgyO7Ocs{M zS&PA(5JcK7l6KA=xXy<2k>$loXJ90_w2-F~LD>C}tZWt3eCSt*xOEF|MZ!DDLx=#B zX(v%U)8&spkBxl^=?jM2e3oGk{egN)6L zSXu@SG2%bQr`;_|xIFfT9Wxv6III!?<%996InZZXp6qTBo{r%GT3kU%1NVQmY%7yJqF8YOD`mAP5c1GYbf*{! zNF#jY3LI`6=}^*LWd)_DT2Q5@T97{8o_On=dGf6e)o``mIMsYlZWjgd3gY$-!&76_ z*d?CFwNtva6luu~gyf#?ao(&t$JJ?Xh9~dJ2TA9F7g?)lsn>XW$r1Ow^5!;zvR)dp zPruz$Znq#6Y^PmVIv7V)E91y@{A+pPP9C>#-K;>jrzJ!w_mn&DFU4QDaulu_vB2T$ zQZ4r8m5l3k)$ZfV$F!s4<J(w~h4{{Yu2 zbn4Th@lvetiU+7+mJeL4%NJH*A8&{1gN(A0^Dvx2z1VUIY|YuvZSA3ND3t+9rhz2 z);H-Y3kZ`9xUHf*r`XWsR=tMSag8IODpAKxfg4r4b*eI4XM5c8_nh=rYPDK@Rc<{n zAOI$R+1f06tsBwQUsB+EN;xUW{;;ni;Vb_D{;KUt#>Z;pGKkDI6$1!i328p$fS=u6 zt0R^wr9x05yiwn7Mv@Nr+Po^|k?*1OfPrACiZ~8R*g>`bBlC}&g$tlZ@ zY(1kf8dcgq3t8ev z!H(+;G+R@s3et5HkP5Og0ZH5ryViYB4yIZ}%7floBrIdnWSe?8V%2T62Ne|(7T|H# zi)t#y2-AU%W8azuZ*<^{jBoL;r|({geIMMT#%=p`_99qsOJ1n!z$ZJCr68v#sUs(B z)_HLBd+547^je$Z?kHu?WlD8%)P~Q2N}CQ4F}VW+e*=qjIy!}gtOT2rzrTJ;+H9#) z0_zvF+Zcy)b;XukQI5Y-RE%g3{gABf9t0C(2o(S*3IVC z#C#zswwlWmrx_88C>*jhs1l#+a>n_rmDuwBDrWuj+n(yrlY3&L#gBfIkvYoD_!Vv3 zp*d@shuiuswZ4}lr3GarV=3>B>B;u802$99YA+vK85-+BY-3rp#=rD zT#o+$XOMrRLq`CNo|!q^*3xP?i69TYJihb&^YstcyHM6xQyJLU5d=lZ*vQ-4-nkUKOfdngov+yI?{_w4*v!^z?c44Zo@4Y;&qVC5_RsmA#5KQW5W=KTu0 zTKId391v~x#~t+{3^wZBOMy9UNGb{r1t%fEaB_2ya&c>FeJuc5b9+ZXK_u8%;La2s zsv3H&rgt8jTYH^{LWH=U+YaZ%7YJ>&E-lXA7=*0ju+q{8)r66#0FVGtB$Lcc=Djc!P-H}i&*7Y7Ej>YG{2~!Z6I+gW>kgyg&=bbs_TaO;c zeU22rN593iMX^R{Lx-0fVPVYuNNfUfN^_6^>w%2dFIBBNCsU;6&ldRH3k}WYIWDir z)oU9jAa%ceR(o*1H-Emti726JLu$c7cMjdlG==Z#;ErAz$mik9$2T69E>`n`-K zWw^q=jwFQZfdSy8N@KXT7CoHfmNBxr=YKzVcKZ_LYHl3&-D*TgZ8B0NX!@oSoOWYD z8;1MGl2h6pDk`SqTX@B*Di(?5ZMhv_TilR>>+BuMgMQM62FIQ`ZB6hjM54(u^=q^- zeZR3ODQ+9hmqRR+l3oph3XZHNJL5EW#KwW9pc8?Z$>+CI%E;|Ej}128pWAg?#1`kR z*IDecw6yDzl-eCgAZke=O=qHx0)Xn3B=R*sgLu1&eIM~#QermZJ7grygCQzyxk>7y zk+Q(f76(qEv>A4#neZAgqc<`_49A#uS_0#`>nLr`%>;$_N;N5ESpcsDk%|bq8-1eR z5vey7Tw}>v-;FiID@0vwkdR5=3RYA+Qjn}wl>Rn#6oBylmkHl_HrPSmagMv$r;2_V zbQ}r&{{TMg=?_PqlC7LuAGGXK6IxcZg6_NoV_H@S3POM&;EWJK1d0xyz^k}SnQDyX z!Xyi{rN~fLgs|>Tty`qHgMqqIMxpm|ss!PF9^=@J$G+U%V>ubzpNTy&MvS(R38$}O3epOrC^U@VhdE6psFC){aVz2q9g?bH4t;;4s#dMjf7rocD^i*+$hdUd(~zkPH7LMl>nq?p6SRO`^VlB z#ka|~c`UznSJWkv8gVgFlBS6Stqto@%7EsgoM7$Nk#oLZ?wkOtZIw^Obp=tF?Lo|l zxc-SMJ7$Z-VgZTSp-?0hh=@) z@|3xZ#(YLmWM{HclA*0c9IYu(*o<@7>;*{T`&f}-ZU@p$PMamf%Zk(T3Y|g-dJ(IZ-0Gb*AnK*n4ZHkz*Oc?Br1x-{X`Xw5Xqd>(Z|a+|vb(MH2&}v(Hk76H zs~v+NCrDb4KXL}-^#eH6cx#8_+3hKXZDGRFcXh=at=08Xk5lE--9SQ54zoNpCN#J0 zs%WT%v{Y3fsFf{YImsgc9z$?3Mw}&iw=TyCxwjVMyunt6+;|oCddWZ}pJ)sN&zCye zN`*6bI^Em6E`-Q*q4!qvVJb@0Rozxck1tk(_lL5Z}0DLGE5`*m| zV`09YU=DRlv?o)k6zSA~-Zm#-3<9gxy_$X}G{_zKdgFEF;!uZYnKM7pM{!{Jgq(gj zubmgQ$;}EmY^4D}{m?6B;x?YQdOVlwEh;dTAf<@PR(mE?phA4G0T|>tbgWh;ryWxH zm8h#eIV9BeG=&x|<*bpHSb zu)BvDTTuFz;*}*XElN2gC%?XbvsA!j0fDs{dL@h(#LJMOpI3~t?kXur{55_xM5`Lc zutP)ztgS$(t5)Rr(h0!lpM4~i1Im%9T>1N`q?{yUZMLrzdSFrtiB@SUI5@_{(GrQr zE_9vLIes}_(Bw4aV5hoi_2V1z%~si#HMrhJ z3POPMY+gGaT%8-+gbDYr>S*J{OWSxe2)dPerWbNfw z7j@yiIpo$t9Kw$xbB=uK_V;yxW`reAc%cPB4WTJ3amAiVLPqL7L%^Ow zwdghVbm76HG0!6r)O!_1i&I<@=e9jQ*UWR@Wt_v|=`LLD#?c<*YPz<7-QGlob+X_9 z>Q<#>IHIk_GC32BRp%4%v?z8M2)EnP`*0o(y51A5@r7imL}NKQ-(Yv!6?bdmD0gQ2 zTVj^5g_Jtmh$wX{9MDj#6p_r6whc?ST~j7YkmSd5B&NV6wU9#6c_|7TDJRG92Ox7< zrWC;d-1q+1SK=QKt*xiP4-LI{-p0~Ey@m|k3vg|`$hcf)wHi&nJK;JInPpw!wpFC* zDkDBP8ghD7)!8x_wM&s_Zc-*P!q$}O)!Hl!gy82<&xh};@Q{&&rvt!L2VPi1k9NT- zLdXqZZ}01qUN=Eftwxr+5zn69c)k}Ux`U%+KKU>#02^GJ0bnGaNJ7UxNW0rpYT|dU z>zb7+b5DTcSOGcLgz4=2*iN0f^2n>%QRJ1R}MKA+i-F}oy09a6fUG%^4LCqusty|0?4ZNfga)5aT3zRa@MwAVZzc>zN1hB zyZ{FqW~<|H4+`I{@vdA!!3mLbK`TVG{X?q(M@d&^;!fik1a&)BX(IE%w%DDVYhC`> z{sxy=l|DO4KX`;KDI3-7dAC)!84!4riQyBCZ#g+H9XR{0rCoZQ=f1vO3khG~Sw+bSeWrl)^dq)bK$yRy=d%4#-x5aCR{{ZD#x4@Hm;tae18ZE_m z1Pj8!Q{gPC;Ns{v#m`9INSPu8{p+rtgc0j&oX-=+RCds(ONxv^P65EcQOL(!{3@15 zqC1<7T4l9zb%!2U^%*X{aMQ}~A$kBhbAhlVc;by*^oHH4-!j{9x5c~NAh=_#j@cp8 z-_wO^1wdfzNZ%XORB=_Z#~n8-*9q|oAhF+NEKi2>EFM`(kmy>7M<7-G<*J3RzX<5k&8p=-NeIR)G z3KI0a!~9u!wp(r%yB*r)Z&PJXGX^Peg)5S~xhuxw7#PXtor*4Aki8jQE-9JxrQX!z zfg#Z<+~eg~9Kr8lSOa~=!)>Ux+vx{@QE2rWKORSpP}YVTmf{&8^!Ct`pN&}Bl^EjU zG3EC2-gm;)UG!Z^p@RPa)#shp&sR%~i&B`qTzE%`<6a>)8$zVPb*RcIKtfzlDAX_j z%0U@B?aH&uMAIHpWHmW)q!M(kw@MZ>;C4IL+YH^kS@`lS$^lwPcPJ?ic_~_mUi;(^ zI`ZP|%cFsJB{o}1feaII!Mz0(U=C3_1T3MH2MdlPhU$&n5iBUQnAtc~pu_9wA|!M zN+F3Z!!AV&amMu&onW{W*4j{estWIBiFl*Y8o0jS3Ovh%+XPl$))LD5RJe@fj>wRm zUv)%bIXDW=YTujF==d7ulJWo~L<_+38(1D^E85i?#ttkeY;OQS7#k0CCFs%j<8bWG z6>zerZP7lMwU1Z}*9l|m5C|vPbG^SsfzprcHv4s=^KWwJA|2%tlez4QTa2)fuI}V4 z0nZ>~W93meXM^~AgRYkdJT2LNZQ=(Jd7*o)u#on9sa*+*V3)F zMd~f419v9iGwUJ1oGm@7z&)BfMC{O3NY9QjzQjL*?d!d>ejGrjrrV!u=++eTg~H=I z>-x+juL@B}RyrNdGg>n4No}-_#Vc{NfQ6ID4p|*>Li|Z}aufilthV&078#Dx-VG&7 zS0G8~Hzxp`4S_pX$>`|nYE*Hq*@%p0O~h@8;=IpA>$pgOvF;$0<*E6%Nmkh_ZJCOS z=WNhaX5JY_r2VZ57&rqQx5(VrgW3~#b~~*iEY@|UOd}e`fu8oq2M4Y`0G)<7n9aHI z5@B&)X17?197Jd?C@|UmW(9<_gI9oC2u*b5C{!q|3Vl-Cn3sxXfdo~$csv~5fB}dO{_X^@bxk(cr zPbC_8tE=ce?4KOea)LRH`qBz}+ffw6T(m2+XciWJ(@H2mF;f`g>-;<^i?q@bMm4B8 zkNAPALXnUuQASX?ltf%60Q5!- zWrF6%N>t`_1rTxuJTgT9LqTlmC?Kb8=*DLg2+)-0Z4y+%aS7C+THD;=OG)kpBpd^b z`^5?{6m=+)N!*jpuhh|PCjiqv->LIn8U~5s2Huv>EwLM?lAPrDZCX#FIQn2umQn(i z@>&NR!azTot2IX>@2!8)+di+s&`AI-;HQuGlt}zBSgGS7Z~G(iuC7zER>6guT{xD^ zo7~nMoXcx!OO32JN^nAmJCTZ$3g-poq1bbyEodQ0(&|;e&axge8RJXg&;J0#WMlS< zs`R!98o=MgX1ZVk*efV;YosmYxZ0Y-O*ogF7+k#N?&^&GfYTVW`Yk&BB!~%t>O-L zs@0Q@MxT>~x}^YWJD?04bD}R6yr*G`^sxA2)(b8MiNJG7(oepUP6+Pp@1y8WLUPjW z&6v;J()zt$)WBIwBS_MX3D^>HbsmFZnv34n2|fF$J>h~+e(OKmdgoWz##^dR$Vpe> zL_BZ9(l~zXTU0qr#drmrR<-{C z?MkW?YcjPlQHDWERU1`-?ZIDXdK%&N@W-M4AGbV!ht(U_9`jPkQ77k*g-`lbq)Q4h zVec&g3YN3z1V zUfv1y&sUVO8w`Vo0#mv|lrfBvwt42XeA}B}!{N6-Kh)d$T4)cLXAtH`JY2!@Q7omhrV>mdxRcayDcsW~{@>gm%I=M_60o3vk`okiIa;339t zZYVrT7nJt`QW8l6I)(-b+dI~6PN!8=HPrEbT_Sdaeki^nPvVb#M~1g=K|f>Xx)PT; zrmc>7}R&%c~Rw- z({E)xoRC>mbcWk$ZIqRC02AOkQ7@=)>^KX#UE@SsQI)zMX)Dl-VM_8l?Tz=xTGDk0d(n$x}?x-IT(y+Lu<2px#?3Cm|{x z80Yxri|w3kX1&^9wZXTs3PXqmP5__|4(V{6lAH`6oM0_K(P#6bn^9Lscdp>;Yucpf)U9suxDhieLJ(}JHZ?B#}M!^UGoRim(>kjK_ zmi2|kCphyjK0>0V+6oiDbtqbi)ZjeIw!j?gHBSzm2C~Nj8tho{6K{-Nt*F@29rXkZE%G2?kJK0=Kq;;P?r>8KFm~br#S~0JE`h(Ycb#CX| zC*MxkEc5P5C~vWd(8i};PzQckPd)l)olsi1isNrf+*~YCmmG8Nu&K$2Wm2^r_V?!|1^d_POT z*EQ07{IdrKV0mAr7Bp&I4`fG}^9N&r(Ah$@aMuHRE440Vs@4@XY3%)OK@Q81uMKC} z9Y{_RH#n~x{{TGhkfSpF+SSAENl;rOU)O0TVWDVPBXBZsPl9<>p9tWL9EBn5mm3#WMXSJLoevm57Y|09PdW6N9Bmfl{BjhQ--^$7K7Epi2Lq550_^7zSzFUGG)tsd zYf7F~xxlrsk+II;kPlLnfxh)`aYC9F>s%`osC-hl&#cRBDMDWuJ*f^Achaon0(RSx z09B-W>jG35&RHeGdeT6gS!=W{jU*6s{ga%MPUFU}p9h>nvgit)qH<97^U-6Zg=yzKH1wGmB$uJjW+JLqLAhrLS1+#NPWNnTbTZ_ z$=`F#)jGYL8dd>0+589o*-(Xr9bqzZ< zLKs5V?4+qcWa6QzJo}=Nt!*hQZAwbgLXxDM5JymaYtu1hVlTV!=L^n(dH(=6mv(Ar z52P+ir)Vw8M`#-*As`l&sDctovO45$B+keu6>E9pP9(oaFfLQWk@W?*8)Xft^?`t= zRFDgb9x5ltnKe{4Z0*y=p-rv>>Rt)mC3)gayK;QO9u2ZsB!G-fT z7$BZ9y^sh00GPk=`o&dwPEH2r6>r8s{{Wr$j12z(+7JH#^$k{X7zg`AS5deNA{bjbqT7^&IFj1hLNZI57Ii5{IPUF?oSL2fOBTl_ z`eBW6YAa8!+Z9GJaN#MC>C%FugMpzAowqv=FgrTw2HSaJ<#mratHd^v+fAiFM|( z&AJXyEID<$=8A%tJVrYGmdPqy$FEl=XQ8#tN|S`JR2xz-c>;DPN%@Lzhd^4TT-MvI zDoT=~UukV9U~Vw52ms^*fsh8>NCmDs8kF0%sI#Mn*(T!ai(3U`q>L5kDp64wDJPL5 zofPp}?y$WYNp9HVuiajaqB^xH)fZg*y0W8;oM$It&ZqGD&Z|d>+|OC%ef-w?)SFHV zPI<)Gk+CB2BKHIo(-WgjZd9okC??2|vb|E7J045D{-{AfP@t#AZ!vb$PPfC51wzs_E?NI+;~a8$F`-vSY?~QZHWNt zP}HQ5p6DS&41Ll?5X6|xx*A?ob;+2t27_T`Ah@*zBMTd#VOc60ft*%dSpuV36Cu9j zULas^djb_zs_LrO4kp$SU^>_U44d>savF#@koK-A#9Nx}^|;$=QWLo;NdS?86R`;= zC%izw#5kLaE|(4^mkwNsqU~>*w8emob}Cwyptg=Mz0eYSK&`Qi0ljFJejvD8?h_Hj z(gNE|b~fS0oRgE14%7{0ZY+K25YL-+G0Z{;e9UfjlFj}gVCOWYGtUAkik0E3W!4bg)1b3<~%nexL(AE--{V8 zTBjBnQw>XGHR_o{NI*h=qa`X(@rufp;c)r1jZ-F4Ua*quq$JtQUtwiY>{j3C% zPC4h9sJ~4~<+NDgc+JK0Jrs0b6sb|}`Icj(SYkn#k!;F#edXBq7Oc+|Oqd(h+dKgY zB`Q~DqC43r10;ESs*3R<{dt6!E~Yf7=_%|Z#*TemC?g<%eY56ycnTnaY__nsIBwB+ zy7spARqNAbvX>i2F6mLikfW2QB#Z;G*o9uNTr+922)6V(M06)hs|Q1&IKc#wo`-IJ zV!9fwJq>gNxh0+Dx6f^Odhvs;J5U0VGB5NEbPc?e4M2r0ix@z^Y0x1r5wn~ z+ymi6{))q}xY3K1!UITH)YB_cvReztB|s9MVG18Du~xhvYp`2jGa={^+PA*6rXmms zDp5EEO`$j$&r+^?(NKvhLS)8Wz7z<~B}h+XL0KaO3)lcKMsR9En4(J$mrpN3cEam3 zTq-rjpps{nNP=-Y10#~F;%hkn06AhWhYf?g z5w&@F;)_ftyB97EsbKfg*efUlnO2Z=f#Pe%R`6OH41ZnSV$)No!c8gkO>rL?Mzv1* zE*-Mrbdbwo$Jv0;U#qr#lB|$2aBz{5amuUj_t^8eZHe}$8kF6^NNtrAC53t~MKF6~R^B5=FI<>nd^d4Fr2jSAo=b zJ|?S67VCqlyFs|3TMlY*x0rb=Y=NBe-y_O^xaQ4zdA=Bv{%RYAn#!=bj7HGnW&!{U zN=JD>;GXd7zf(m%h^#U#u3s*WTUTkf-5yJjtxphE!U9MtP~?)Vj_*JKJgT-3<{7c? zZ{9YJO0N{_7B>E~>urypMSXX)v34vw9Rf6%%gYj0*l+@Ws(I)00Q40Vz8kz-Iux-MBZ>h@8=l$R1uK!t5)uYTQ9SD|k4;vMBg8CEC>~a~a;bX_ zR>9e5_r5-`@O`y5OFpa2*oi1oQ1C-6C=;I9?Z7$PNy3LGR?d(5-Q`a;~^_`Zz)SUkO*%`B;XQM4*f?VwNi0pb=>W7rN@0y zW!t2pYYq}YNkQ+V<9}yR$5I6%;+gBX+#}9Rg+CSY-)Q4%LY9mIh2ZX-q>Zw0asfEa zI~qY!Hvo2kl?-473nc>{Oz>z**PzV?Yu)d$KSKU zl=|{k>W~t$2URQ(N5s`V)6uPsx3m#(fT9AE*vah>N0zXlN4U|AhFo^bh?0+~eIYAQ z87Uy-9ChENQeJM-oQm_t<^rKUw%LlLr0Y(8*IcV?VB?p^H5OGhcu!7wC(GYpzJ8ru zO$|?m@hv`mZZ;bNHqV%ZzecVFW)=8g@=S=>{{Y;Te(I{3z`RQw6*Sx#nEwECCj|T! z6ZzJpgOq|sHqJA+uTI7Q(KLKDbCyT6T4g8Ql^^+&M+#Q^CWyIP9f%d- zBdHbUK|AfXX)D0M#Stj0WBJk)tdWpwz<1nZ#*>jmP67t!YDr(0T1eZUg?OTK%7~TE z-(F`P`bt!BxUWt}A}EW+4e1I`Fh=yH9%BO@RN9oFc>pMi@;CakU)Ud&b#!0#X1}mM zD(dAsC2Sa9J#l1Rd{uW)Jm){3+A4=+618@0j_BrShmIl6i^UgLpN#uWIW^@WYixw6 zC1(U4N1ai$qk-K3bFQOs7DJTFQ9`fJw(bo77w94%uaJ>~1Nw#+7G^xoV2!IWKnFl#~Spw&oL%c@Rd#bKe2R zq%xKfAiCH<+^aih-(FLwDhWa%5wRL)s)-IUgy{+?DjJfL$dvN~&YpnEB)Yw8A-3Bq zSRBY52hNGOKY)0vir#whY_rOMB%r6axn-E+P{NjxyNejy0FXbe*0in?^ebSnmgL{B z6EBkxGubjsXyE&jb*tj69}3&4Wfl?PneNAI^4UVWNns2(KpuxUS_S8dew;`?r*2A| zQXU|sE{tg;@*rnEL{aY=xZKHc=d+1uXcW4g034rXSlAx8{3z-bvds?At7JQC5g959 z2~J9K4n}-N+^gA7YYxk}#$rB(i*2R1LxoxAlYz0o+sddSnPHsykH-CR0{2tV7twDM zjGOy;*yDAYSr&w}<8s;!p-yXT1A^E)V{Tc&I2CVjLrIR)=EOJzkZxbnL~7N9VNceVuNZSSBdO(N|sByp@|VJZO!APvvpKkF1jb5-D4 zN}7=f+b*&kKCY0JsgmIUzd%60Ay_yBs13RND_spgiVWdY-8-u^#7ABFE4#>Sc2L=A z;+Yas6r{7L6ps}W2QlJLl|$nhtUB~-JIhpcEyAQWsK{Dh0Cz$=MCnlkf>Ma3 zyHhtt$E&T0(c$P!y(u|PHyeY?Imq)H@~7g*xi;gmTDcJV_m3}}H0$=8HR9&d-(e0V@cefkWrr4|VQL}WA;f|9io$hn zKqppb#jLe(;;GZww4p`!iCUEE5~jd7$=kf8ZgMx~cN9^@{3kLc;!G&B7-G|Nie;iQ z-yNbbkXDd^%e=4wBLgFzF;2p=T0LGPkge0=Fp{?Cx}>Bw!#YoWeWt+sCn+OsKyS-V zoz(QYhPs(I1RLUSIL(hSwX(M9DO6+pSH}&#x({hKBMPk-)|t1#fc%Lw7-ht!V?|>r zX+FXmCkxnTI3QyKG*`p2V|^QWEIN~6QBH@S0BOL~w1U3&H%>A~Ty>z{E8+Rd;#EPL zbB|?dO?ZSCk~ zm~OnxcT`p0Q%J!8Cj*!}kPS)VYl`8$GE=eHwA^N>6tJfYic4)_8r>~>JL(z9_nwum z@k6dWB-+zyxd<#N*Ve3un{#27wQr=Ii5ccIUR7;PGfty`_+Vz{CMW6wBgpl^wq{oG zYw*2-1`W&{a)G=-pS%g)V#l{wE;hebmGq_dW*$~onhWrT%0FprG%VXB8xOU?0$A}{;`Ew7g1eRMvpXlr)f(k->cgC(~ zenN?_O@%{5VQqx$R|`Sop*nQxR;-`0l&5ffc@tS2_lE%f{{WtAomKSy8>RxYW&7>4 z`CQG9Fa%tzm3N02irjXx*;+>60z3hzk>Xq?$wKETZnPXoE$azM-RtQ8-p)BLpKzj2A>WysUersoYn z1Q!W|*SqyvrGeW+wkYzP1JyIzp@pj`j_AlzQU?1gJ8z6_R?keCDV#%sq_(ZxeM-<1 zu;dQsVdaVd^k(_DPLpMNUu@Ke6#R7zD5ZaGJpMleMUSPlI0TS|44o>H_h_(r0vbTZ zH{@$E@tsh;&hN|b*LAqlXNFtP``@@zZBtPmYs+Qs!7sL0f3qh_2^a^*BV+TaGa+1< zy9u`VaasyW5WQ{ykW!MIq^EL%4oDz!`9pE1CqR)6#4QhJQ!lvKK-LaZfDXeTbLI^_ z!}pJ*EUl?vp~Pjk6V)UfVEc|o!l`zU)Npk|edq2(=Kla~mW>r^nkq(^0v*$xt>~x0 zNVeKj5tXV!m~R6oNm1vwhEBq~;Vv1xak>P#Gunl2O2Au99QUx5X~uG*GB;L`HtwD3 zzGUP_Wo|t38$y23I0Ke9_u`^(-xBc!j!f6A(a@MOlbuoIw)Rw^>D&|K%pjN4C zMa%_5-+m_*wk7*N1#s&TWlviX7|I)5mwQJXJn)qBQRjptY%l=8tlx~iCeM(g63&&| z8YE%WB`cQb$U7wWSxFmY>QM^VB#h8#k#oP?l_}Y;DS1P0&y?y*h)T#vI2$23Bf5Y9 zCnpr`x$7OJhTfFQZV$ZFi1K5tSXgmbExd&hfSn|QcR3>)gH9{L)mKRRRK-GhdPtGd zkOPVcec}2q=MLNnCl1WJmN`csHa-K)sM!KaML7-0Fnb;lr zWUF+VhcT|EH~#=!#OHNe!-_LF>U?|hr>k_KIzS~U$`Wv#jX;Bg9`(eQOOqE)CH3XU z;v3C|b%oe1?)%S`w3a1+HwaT`(zTKXP?Ug3tDXpe&9M>elO9rm2M zN=ip~1rw(wAeAT$M4GovtU7WkN20G!r>aSN1c7h$zp{q`m)4te(;uA57>XHkGr)wr z07_DMcd!zn?jURcs%g+$X|Gz0r4%f7p|YO#Qco`glk(HM5Qt73k*0Gjaf+tIUmBY>2-A~ReKyFJC3~9wR{@} z89x58wd?`8iB0TA-0RHja6cO4lY@cEkgj;%wyKku4rG9kfA<-LTaOi_g}K?Oc+OOINGBVoBI#ic1kwo7`M1`s*A=S1 zoz!gO*jRMB#_DH;WAJ;%R-x$Wp2vlnb4dmFR_DVwAA)FrV;wV4tWo_=#{wz#nvQ^f zwT=G(Gg8z>PfDR|UWI%GdC#HGI^sroZ%HQ^qAwIrA}g`*HOKR$sYf`$qAnzYPALl~ zIT#tQN%H>y8cLL)H|66*Ug{_1*1gnl4k zj+8}z6a7`6>?iWBu8IDr&-N4fS63<7D`3K-mg2;xlb-2XvNPvZGq`TSaLT1y7!E7# zwmUU^(~rkBHbd!D`3Opqq8?Bn9=Wd8m3u=29c!rE1(4+lPxNtab1H*!eS&!+LPF9% zyasALi-WHg9wC8tN>?R_vJmRm4Ov!@pmx%7Hu1$9Aw%q_kH(gjsVWK^D1D?H5%I5L za*cNh1SpT&ID?Gm&a~fnn%ylj8|`7Kcmfk>T6I063GDl-)2CvkCq&SH)5{D414sDNR0G#7bcxT!*N5Cn$yK)x>QmIOB>RUq6l2wtZSR{;* zfN)Pr(|CE~1y@I@70&(n!aAF&z$kuf#v24FX%snknC!OI*rCG9e%gX^2fxCtIKDG* znMgxq6(4IARK&)##B~<|9jNIYynXWN$s~XV6{u~$$7;>1uKFznjh}zi=L(m&v{?_j zuDLxop^1{?3%v1oyUn&OmXfPcWyK&VSOk%$+g5Tkob=mzAe8c)ko$~;G}=^1K^-~b zn^KabrCScW^s6aXZ9`%2?ayQ6v_6SXRIZeNZ&4LQazh1MgChQqH%NO_~2DGSsvQbyq6DjwoTB5Qp;Pln>>0z_bMYkB_E zDZJAJ0|4bwaK!hVmvxUf)zffo=0wSHRvc|@sV53az{W6ALC%sn?@+JYTf=sU3bH_E zP=y)gB+87k!zgo^NO83#M+EPuBP0TMtG*kH7Cq6SXl6@M`!xw&u*ReIM*PS*-l%w| zfF(F*D%){sFdqvpMR~o_7O=IYE8htu6U!qfepsrNMpv!GTf*Lx1jfXR0(x8Sp{LVQ zsi-w7I?;|^#EaPe`9q&>P0xrfSElY!V_N1y3w89e8gMP35D>Ria@vMUfFSO3wlZUJ zm#kjx(OIA0vq zrr7M(5WU87bm3IKJ;9Q9&*x#99Vf;b*PY)6&~V7bfkbuB#pqwfK8HQd-bwB_?Ec^g6eIt zC88?g1*Ki)+-*b-=qg%u4!Ay4eyeTr-*oy)-|BOpksT4=M2A$3ItkLSpp%i_++cFZ z@T_doid7t1WwT++slCiVCfLH{Q}}HGs4sov7lCXZQ+&e8xW>;G>BVl`pPH80dJ?2Z zRE6QLlW>CQ^E z9q=mu0Eu`e_TTxrKF@WtddzgX!sAMr>c#bX!j@8vj#5b}BRy(^kL(<4dcLxgzzMe9 zT8vcVk*;c-96&iqDJLiy)q&S1o-40MU#J8$L63266VmOq!L}iE8&vqf5iAFsTGApn z$ulx=5d@1fkJ_i(WW|hZ(~yRe;C!Xv(oh$zTV$0wM#O*ve26%qE2WVDtTg(NTS;xs z)i^qc1Pt%7!Rzy?=XjzbxTeWNEki0&b|dY%7rrohp19@4 z;Q^4`XXELXf_1vmf{OB>Ml|p2?eWIKh&TcWym1S!y#%t-z)KB2vUVVxl0Dpqhdt`D zCkDu2D?-r7FS)5NsaP$b9OoF{;CY%mg%(6)Nm~svrs2m^#~IY_5=jHYmU1^A3ea6m z&TL=4?6=p{In^3#vcqBho8M{aWgm*6z+jgq#c6Fe*m1UyoS>3G$j)^6jz+3g#jAA; zIGc;H!yzGYn{QBe9JH$#-;pPmOw@bh(q_a!esWQ*WGF8QLGI)oN0{mF#{C6BjTxK5 zV>+?fp_I6_sCNc-=jDU)txt0_*ttG&V-vJPfwl^uYX^v2!SvhQXUb2qj}Fk&Z~Y@K zGQuRjRO8vyqS?t&8QmZqv*AS6Y&k#Z*s@xY6H-!5R?IrZAAA*H_83thd7GkHs0WeCD_^=A>C~PuF!5UgSb%6-1gq8q8nO~ z4)^uXr=AuXf#7(6NKGdD4XfL!w#Lw7K3quy01`>u_39055v2OfwmsS_zf$X2QW{zs z=zXP;osQd90+@?ZS#}v)ZJ_4~2L~Me=Clt**GHAZa=mp4Ec(-?Fj8_rMl~eoZe$;w zd#KT}n^;)sC%a!8UN82ZrRyKO0{}EAraC<%uV8N!w1W%YEsbM#vG-k z2eVR|Dp<&CUI23heU$|K38?CLxTgJjQ>c{~kmgcJQ3sekGx=hovoX7ssV*oLCFY78 z2cF{wy+e;a$E;}%N(<~{6=3B_1H1>Cbkx33YKUyaasZr041;31+Li}2O{2@pa6)lV zR{1k!$ct!)HQvdmrKNvdph*dAB_&GS;E{p8GEUTv54zf;KXy&(CAxGo5!jL$ergzP zSd`ivTW+sT;UR7$>_|w)4=Pa*F~q?ztw^5agX;*5*{#ORgd}Rp5=KG7NdSz1t@)Z8 z?Na*hF;i+x^+|1*#cil)itv3dsVP#jauR@(gZ8jZSyN6l@+LsrRh=+UI=x^{4r zzHS;i~y+jk4kj=9ZTt_owZ7*>+ooufrT?2H^^JyH~R zAB#HW#jzW>sx&68mg}X;L~EOGxgB9r6dob4Qk66c!B|$UKr92)mMpw7&DKO)bI}B= zi8w(+sz@Z`bGY092BW?Jtx$SDe$&G!gAg+Ohcu{``>6{{n$n*30Z9QV&poq)THUDA zKS~(J{X?fBWX#E%S|CNb<`<&u9kfp2_pP=xzW1oeX=s$`Dc2c& z(tF1`lC+g=l5(HDv8}U(V*M~7KI-C9Mp zh>VuOZP2p3sHh#h2>=7I8Q*+WoX#L@PH(Z39!&Qg5#y|~q%aDPd1U>vFa`ng^Q@Gp zzOXRaj+j=BU0Mu=mBv#Wg(Mz*dGhH< znG)3N3Y~F;%;z=h3`=ub3X;C*2|H{?b5M0q9pRq)l|=`5)dLzXZTeXJC)!j-dnuwn zVoID(-WliTQ#e-pW1Re}9pXC)f**2NnH`jR&VrGKQsEukxCtu$xB!Yappq*(6<+#|<)BcGOZFtHzPo$%yZ5?fPM4vYTxpU|$3?31R%)}}^$=NX3 zR$GSSp-4dr)qqamY5c+5vla_rMV9hPj84$3Cwycmfq~|B=e=ha*)kzIgj~@-hJ$ie zwY@c&5d@G3(6*dPaOM&S)6`=IwQIZbnd0XghU`g&$77_uDZ{U{X*(pSB%oxBl#HH( znZ%2Q?t2kg;dgHCK(||CB`I2Rk6Cj7;bag(a7YOUq1@uPx8RS~Q)3=WOmSf27&1d(jV4eI4kVb1i`w>!0Bw1ki!Yh4_rInt5}bzng5IV5OC*32k$^j?*mBM~RaLe> ztli>A17~CpVC$|>nH#zL>P2Ru?bGhwByI#1_$D=!mF!E)Lr1X&keIUvZ{+%)(#O1R9{dBD)Y}3;uHT+B zL|$#xBE1U0%10_nhEFQs2HSh+i_^bKZA9ecZA(cMg^kI^Xo!jz`kO!bY5c3Jp?|5d z{{WVs%DTBu$y){xHS30BKXR2K9Oq)bQG9YWm+-j6TW{6>Nf#o zIZnpnH_D0}M0Zp0wCn`V3mnx9WxL+eYwOZ9F3@1~k zMxxmFidBNk3TG1AQk1;mb@U^%N|dCm4g(&2CgN#v|F<>IvVm8tPBoL&5oRiN!C*Msn(ji4ttHCHv*c%T3DJ{Jz zi)(5^#-ep7X$Lvpkt@mBSKBPnAx#hBTggU4NOMxs*dy$MHt?cE%1V$2WcI`E8i5k% zT-o4|ug<2kC8Zy;UNwQD0`<;wjJV2)e4Pp%wb@q$6vjaB1tV6Y&;;`&@&ImYH=P+5 zDbA+bYM%x4AUdcr7$|fg>>NsW)ST_HI6E9|M!aKe`b93G<1b2(gAv&23oJU7YTYMd z2?IIiGBPR!k|e0NmhRW9fPQ09y;X*rK}uUeAxg<4l_-!m&HxzSnbi7CZ7}KY`rTVw zPr*&EYo=rGGrZdd*(*7?7TE1p^9xFv1eB>bP{&LjwOFg%SE0VP6tLr9jOf;ssB|h$ zQV93g&~qVLFR=?32&_zOf$fg)_Yt`GRzWxXnz(2D>W6r=UZup2)U-%`BkhNafGjAX zE@di6IL7+9)>g5tB!QJxHwHX9CJ(=wDX=!xwYV_Y^|zWWA#y_9a|l^VyV_4B6%1ej zkA)Z7J7qApWE{9vr01R!x96Hni?zK|br7J9T2mvlJ(`pbFcsIsJiO^MW<;}a`}aAr zP$ETTPd@5FR>N{Y>T}bX>o_qa5o`95RNnzf-_OpgIMPMYjv1QuoeEUcplHyIY6Bxt zN>4Qe^kVI8H?1iZ#u=l8J z0U0~^R?2i7=6IaHOLZzvBg7Ytxx&h)F5cG^JM^sbCF)kf1S<%${Pit_Qp=z6Dw!Aq}c~kIX?w*h{VzB{;yq4U~^8c~(vr z2l02F?6bE~S?)d~I7qeg>tT-hpljy{T%~aoNpM`Yvn5WU##nXqq4&^Lg)J@fP{CFP z#E)be)Hq_^nB}LgK`Cj5*3@@g8EL0fp6i-Ub_yeM4iCDA+_uIyi(Ss^3DbOx8g4Su z_ta`f^lMngNlperNCzD$o*=(nxOL`PdC@(RlC>?+5JJHll#Pyl6=S%Z@I~|f{{Sj2 zH4Q*T)|)=SU5g!;rL%B~(zLYV98YS7vB8K<>!i{ym8(6*iOcVrkIZSB%0%`^ZBDWflw^`L z5l>}<=?;e|D%N3<@Qlzhkc#`lh61ajj{QyOQ zp<3bUa49alm290D(vqBlPQ(L2cCHe=DjOFG&=$*2fRxBvDoAu61s#vPQR1~naa5V> z{jO~{vZ*c(n724m6~u~q=Po0**V37>lO5DCjJAMD3(f#1D&_wGLhpz8Ue`VQO}2B+ z$F@gtL$`UrmkC+Qjz@Johr70<=&hSRCgb=OysPgd~ysFJtCj)(xPR2n&N*tJY0L@j{1a{t%%d8>t(DjBJ?823Td*BZvzTbFN+GeoJUb3fNXHe1^Q2_vCfS?B~ z<24apoAqLs47iw{u|9ab#7^?0&0R-0X;@Dv9$dVm>=2F3rP{cW_@N|5xF^<_$i@|( z`f=n)Ki(Btf1bN!7vv=gSa~UI>N-+|>h3K^!6!NK7#mS99JVIflJ;{l0>qf)AdO#T zZTre|k1!~6K)bM(8U@740VxUGlCD_uu9aFYq(E}Ir590f;}$pb3Yn7gvi^p-O7-@o zu%)lFC6a&$3PQ9V@)ew5^V}TK6bP-B69ODYklH{>P?Ur=*yrv8Y}4rB*cRAQq(Jo- z=dzR=mA(RkOAd@BStslT9Cve!?X@p~Zh7K$z_~hs4s!-N6CEQ<86!A2$vMyoJ7DtK zseRgDN~zUP`O?VrzTQhk;04)i@KJ0s$|pL#N^xwd2~k!(l6eei8{<6s(bEq0j)B@} zLRY0ZJF9BX=RuhfO*eL(ZDKR;IF^>RXeCPkDOf!AI}GjPN2H=7U^IlRwgyS>E0#J{ zR13Ia!WAs3TBN$JPUnBl>bmtYMJ>ZFxZ5sjOOI;Ca5fr`AZT~hX3w`G((kK3Zi4z$ z9u1$Y01%J>8w_(h^2ePPEe)uLB*hN8*vKRdB%Qx_+M&A?zR+#QR~RH=N=k5|agtN# zjjP%stt#fLUED`Fjq#PK)f(zv8EKR~d|1}!l^e2k*Ope^lBDg+brX}w^YX6) zZXhiPl7%gxp{RfWNjrg^v-9Orc&6`fvs-&d-&A$H63baZ)O*{j0CL|X;}jKglIzHI z`7b`?b*)VH={=fOQVxXR9f3H>_-3?Hq$*VEci;P5oo1MpO(Vk`q<$dVF@-*L#F&rdN94aTF(KSt z?7OAnuv|)8)0LG4cSa7w$2i`jy={Xlh>{~b;Yv=D<81^Wkas7LNh$a9rAmGqi&mN% zw`xIijFG(0f2E`Fmkrr3&dXElWyz77br5NT__Opy{j+H)jj9jkrScw+h zB-%8W{dACCB_Uc;6YQr4na=$-tLvt=moZCRwB7@%Fxy6=3Ul4k2Xult=g%|<&6&Hz z=!`JU!Rz{-KS;@1&t_UDbtyxpp6-L@F<@n8v#t`6 zZF<13qFE@4WiNFjNh(MQI~5XrU0N1}+oNWs`n@@?(XoWbZ9vRMQD*nwn zv}1fy3Qzw4dfK9pc093OC}*W9Lq6(CMmb`Lk)&r}eCv-sRqDL4ULJmQMcZQ}04cQ` zYz2Bw`6)j-Pfujg7nt(Rd!%POeCxUA117s0Z;B#M%DhlJk;=J48QYa1V0Gn+A|{4& z4U^*9e=6$o5BifI`Dy&CtCZ}Ouwen*{*04%nBJyT@?Tg`O7Ng{9(5V3du%)$ZED5{ z!n%XEIvn(eYe~3Gnv{UFN?FL~g0uW+ZYA3B5b299K~W(nMs?~W;0zx+>eF#-5VFh} z3uZ5|DZ4CZS0xOhl`kp57%I*Q&fNKCwBJGYcoxaGJCd7i4$EF*yscm% zvI$xnE5RTWr%?c_PH~E>;T{lYhixvg#P+GTE5xQ7RCzI(QP850N)w}I))my_Vb7gu zb~`QM+YAU7Z&yO&wuLyfD^ixQoMV;;nH>H!qo$_U7ff{6T%TK&ZlZ^V#=IGx?R~fE zt!@q>)w3OyrD-H&q~scYYDR#NHXBnGo*uX`?`Z7SJb-MHK08&rw(=4HUZ4jvMM59! zK2)aK1F6rBYGml^WPyW&Ot6(LKw#rM=!@Ho=IyqHyCL9!b_GV5h~zuPy$&Fuz(xXv zM&md#NQo(=rA9uYmeg<;sAHc)Q21fDntDWsfJ2fL4`!2)oD6g7YEU6%@oM<|96wL> znZ|7y-wD^^O@iTEWvrwe?0Hmm@om|s%r=^iwWT_gr?beOSRHHLAbG!~l-1U3h)|Ny zRASo8VQb%3R5_8h2jFV5Oh>2NpsGw)jIxy#ttly4PIduoDc}ufy#!xH{9mg?2s+ZTBl1*%39Yg=O1TWV-saXsL0DGbHK{ z9E9t5>BCA_F{xuw>XK@Ir5-8Zi*2@5;u0+rt~Yqex7=D~(v__X8CEf!#y39f^q_tg z^o0+G_)bl$gCex8d3IARwjOX3GLu{cw(wDI+9d{`MI2vf$ z<>}4nH^fAb6&IUo8A4YfZFWvLqC4tuIqn?n4*qzrHF`SDq}S=}+lh$0m@)N07Z5B! z&5DH&gjdpuaFB7!r@!hpTQt?S)K^`2WwaoveR7aDtk&f!;Xc(IqSFoywoKNXhPU1BVOnrV9o}PBH*k~UrR}^@x}JfTtN_KE@Wj#;v`<%wqJOm z`+8WI)t%U}p~O*r#}slxi2!GOU;uW>@~@liyhCxYp{TCH>^mm=G^O^|g#_}(_^++z zHF6P_sCOi-T27wPp{V1UwZar6$ zeH+_dl@dEs7O?w8Nzs5o9P*RMXRg#Y#9RdZu%$64vIC?Ktyu#(+#GY-iX-siZc3QD zPZQ2^-5Jy&i3>s;Te(kt!>3A|2vOUi$>)lJao~%)umkULHLhexu7#Nris82Jf;lU2 zd^S19O1I}+YK{>E_l`?Va4WaQZH!*gC(^?(2H;LoEvk=cyiejweVNHN=G3%I!>K?? z14{HK8@4$BNc;v)?-vdp?Vpi8_lr%@l{TPIuu|c{Mz=Agu#gp}2PBcli`tVNWpjPBx44~YQo2K{Pf)%*3tLxkj8)MlkNf^HDm9!`b>|8R*yDeQ z_)(mM_m$zA9k$x-@+88W0l86;ZF{tRr`8r$J0~=hsAB{kV2ZaB9#Wcd*4yk~ARr9t zPDaG^KMKs}@Bkft^1P?3qURC;X_z4GzfriyH61YKs`}LA$Z?ig?y{Da3YC$ClaY`y z&>orJkhhTYO)|G-++YS=@4UG$gyAJ1YCZ$_)hegF-PThvm_qv!O0wn(fJ%9JjPm4a zWtwC;?oTY*tIVrgvDw?QS6~0fxnON zqWdE+HN;F8RNSS;Qk{;ox{|CE909Th6{ASp=g8v?eQPxBmkxZk&QIGXWuHx`bxNKM zF>YpeF=z&3a$pRidDi(B%e&JYvZDOlxUH~+>Om|iAcX_3144<(Bd9qXsn{+(WUxWA zIQVjNdQhT*P60W<&gCf^1LP|Gpri%7w?P17eev_ERm)Nh!eoTBmRL__(}BUc!6ze_ z=9f-W5CnU^dNK{82LDG>S$>*=80|3m}M>LZfa%apcWj#&VT{P0By*7`DflNxqT&X zek+DcDp^TcIzVUzg`FwJGI7k-8oE7hn!gb;2|M+{8*qzTJKa~O(-BaKN)3jiEgciVqG?eo%ujhat{k-7dwN+DS_G&V?MH8{==09JIA^#eG{d}sxBh_^=`m}0il7L=Bo3&Pcn$t5QPIUgZd>6f~A zgm)b;_Uflvlc>Li+3)O!O4F01Y%9#c8SS7$r0D@)SujGw;!s z+k+qv5Q4AEH5thWLa^vldEdT*pU#M$_-{y1-;kskEUVdA*!b7IqEAutqAnnf@wew* zcn(|9&(b0$OO9kkvb=?%o=JL9&t#LG zfB`C5Kh+y=Oz{(oMe<>jYi;l)EH>tj{^~fv#y=X_xH8)Ps>cG^4mm`pof4%wf;IN) zzyKcvCj;PmS48n}eK}ZaaY5nA)2+9+Uyz|H5Nkk6mZZ2>vXoL5HW?Wh@uJpAu_TR8d-7X}yc18|-mcphsb9^>$F!vyu`k(;wCm+B$^o?4F{hRn2pyzsK21tD5Ia ze~+?(Ex@(l4OpnM+gtG#(j6=;oP~mabvJgnK(!?*pDl>VQPPzTo*BvMhjZ;gPJ6kd-Mz8k9QF$N52C?EEdk z?A(ydc5hPVHkisxWT{Un86>&OC`bWY^$8tn_C?+-&MIL^k0v@D0I;{(C=UVEIr85J z2OTRO{{SfnvpAcMT8g*5PT6RP5!(@~E;@3e5;rHh2TWk(fnGI@rohpGWu}mj3Y!kA0Bce4R^)m3Z&zph;el&Ivz&e^)bj5N6!O{lsgEd{3pl1h}Ub52Pk;Z+aHdQ^{Cea9Vj!Kq7H ziBi4f?@_2KJ<-MV{)PuA-BG9bhNhiPHyM!!Gw;)5>4kkMw);iQNL~^~3w_d0j(T|4 zu!7fdW-NAIlH`=@L2X)GPl}3$*d0mo@!mbL@XTQIs!&4Ckd%OPj%4TGM!t-UMsGKn z^3QrKcVGGTpWK_Ju_Vzo)dI{2K__(-gg#=>*lRZ_3C)8fy8~M^rOya zj`(FMb*qKtma&{R`j@0yjH`n5sjqzKL0psYyM= zY&%720BR#)*A! z>Y3KpZUTnIAw)UhxXuk5LgG2DUZUTo@U*y1#fIV&5iYi0btHmFZAB|m6Q?6%;xU6+ zJ29WO%}X-Z8K)-2?R7AmNrMkrmykvvJn`BExq@?{Rsa@xc98Z*O z=24?Ql{gZ3N@fQe0~it^WDmg9ULd*fh2BI-R@pEmG}0VHksFdDtm^;=5t0+BJM4Lb zUp2LUk=iLwB|3_UJ90Ux4c<|&Q-~g8W4D!cSmM(wGagvr;J%f#+U{l}6Cdm(p|?w- zJZT|L45v=4D3;3b263^;#{AousdmR?m$gS*{{UScB0xQ#KvqydLD;KqWS=_u@*V6n z=&02uuldCx&j`e1h%%D#TK%YBujKCWWwq6ZB zpH*F_QD#VxG3EKTC2aOSA$oUWWllF0B}GdwsI(L?a8g2f0y!LyjZ9~R?DOX?MBW-@ zm8&uvn9@5pfEXoR#RZd-wtL%;fQJr8y2-h`#3@#Yl5Oisq$T96wp>yaOJ!eaK{+@X z8yuagQ@)Vyyf-7Xa@lLSvZm9i_%c-Ecu>ejR4_6Ia4X$LzfWDRr=~LCJ*MLD1i=Qt z+6OOcKV+a}?c>YN zsTIduEhH@}n1F%^A@)eysN7a9R+g^|VbX7$^fu3xrE|2*W5hC;Xl^3W_Q>CEsst_^ zTt}XD>AKSB8kEus6rtBqQj~Y+u^j!?O>np#8-B}i?=;a_YDNbp+}xab5)Z)D+?$UK zKaWzG2^kj-e_*-ACs_LSP zg}>zcWZvmpPr7T1wPQO`s>s9Kre2xPk$f*(OnaO3p%_D@v2p0muv*1N2#a z7aki+ZVhtakr~`2vPw57S9^Y2b=(>?XSI7Q2c9ZQH2@@pbLH%gU&6D#hl%xaP^$V~ zAY+{ezvA5XRQB&#uqDnOfpBIrqPnFX*+6P#XDz8Y=Y;o28|5e8NBjc|)Z$FMLqeZ! zc9*i^NDQL~0VyXt=TSRz#`qKo#kR>3p0-@xX_m}c2xdVGE7u)FZgY*ovOm0QP@g^m zEe>3R&N7!fy^sKEBx3_?;P`c}U&Q`kaJGwPPwYUEj*h^NtD#H4U~`BKoSb+2D&Y=E znx@vB4aY&;YCYmPVO^Lp9h*lf!iiQg2|Z7U-mOvGYEP^s4D>aUC<#A0!eZ&7+fy`goKfIm5_1;|NzVt35&T10dH*jR)%JJ5V1Xv&`Z*z{rk%(^xE#27Bi>>0tub$}hO_6R{yK z*=|E=-w7S)$)wHS0rzRyB<~;Q3ULEaBqS9MTclM} zPcsNTHr^)s?8PO`4}tXyN`skFl1`!s9s?Z?YD2fxy9wDYw{L3WAbPyHv71nF-CK|W zB_kvaMIaSpe+r;89aYVs(CpfAwV_S|077)~AntNN9y``;GiqOpziqzjZ9NM$51LRp zoAZIzXVcMa+#7#4yDhFW<~uNBDYtu6WUQ1Ok&Iy^9f|TjG;w^kBJUld%#zFOI3AAb zMy(3~jltPN1cE#dO3An~ZN}=vr=;4%D1$;{tO7exrwdj*3bzN$?r8r2g=M%}Q!ltq z{laTydhe+3t7*qQ&#H^{6oj+~X@-I!@#tm^G71jvIOC?V%`BPb~mo4oW-x zLGb5ZvsC6Vw=?`luTDyewH;O5PRbUzN9-OeN;D~v1(MRw9QV*eUn%BmlA6IOV0G#%DLxiB9R0r zLSQW=D(uscdK_0%jU2Rt{ZU<9r(~^z3b)b61s)~iiI=&KI&F|0dqW{)A;;2A2_6Z? zdhd@4)p#xdGo6${2xr;zQT_w-su(iT%6?sM_29?t<#;31&d2ijQ! zspnlr;4FtKb1Nx35ssjamEvMyWyo(XGlzX33uzWd`QQ zP#^Cb+#iQJn#880x2dO+vE*rmZrIcT8QV4DV@F!TyAYNA{BFfPpwDB4WRc^mAbbT(;kdAEoINVZc6BYZ;+EfaTWMZSl;f5& zjC9(IXF!2)jHZ+lq=W4xT#ZsmWi~aLQJ87=Qqe(4Atf8+kWW10ezm5ysqUZ|<+m(a zeLZDSr_)sV&L58+uK z6G(PUcW!Hay>(dIQL{A~ywIWric159K%s>q0g7va2iHP@q5*%TNa|733j3zQ*eStXfV0oNYddi31YYgKg8mS(@{T+d2f22Xacj|6E6n;%u{zq?LS z5DI4kmAVBQE(3r6@b-fmvJ4D9vYypYA>eeTA#cEvSM2%6nXXm0nlf+BzH$<@$krQM z%-=obSg=?=h6 zQil13NAaRtEpG*F=j(`8QJlQHhXTgcr^?-21*2W%KfGItiTO4s8~QZN*>@$?{>JA~ z_18pu*u9-!tdeW#t8dp$o>eg5D*k@B%VLSOU^Vy9^(QR`7-n}bb>GX{Lzl)yWLL*! zo-(iV7KyT#{B`}6(0XR{3&Nou9f1t&9ZToJ5@KVtvJ;#)GkCef3I6wYujd zD|FITN37*T{xF!uNBz|xkLmZm79{Z1D#aN7yN^fVSgGlL-*eE?wVk}c?s{trw(|}@`O!5`vi^L zbW)QDArtL>tDDGUU&IWWF|Rw=!zQM`At<#U+WFDtWS9>%oxChfLhT)5ddA%Tp#rW( zrV{OvxwhyOyX|~m@P+0oS~sH_KId3zt2nx1{Cq=SqG*%sB4t)bO1l15YYyEYm+}qR z+(3!@uBxru8&7|zqsx%LoAwsw_T{I_-tTu*ndvvrtCqhOt{wVqyDmW>2g^xDa9tpX z$?V#jJuUW44X9Tz&25%@>F|)X0F#oezjlKadS`qhbmLqiGC4)RwaWn`frX_LsQP0t z0~vG`mP%7GY;jOQ6flh9^?JmTI0W@abliiyj7zmD+B)?=RR{0-{@>p8VR6* z83;vAwejEM&K{txr0n2$xgMZ+@`v8qpSUuR243bom>$B62$dM^eom%Qe~ZWnC%5=( z(`FVd`wtNOCU!8v-fkd^Y-`=>`OEZO7gp>`3|(Q8=GOt}AzSU-7-0!qhMV(Dxixa@ z=J$$9AyNISjb&uHQ!uf;?<%@wk%^A_=1u3HsH|F7$Cn<}-XXikyF;}RSFPkxo2D>mMwLY{H&}3`sLlmmex$@D$L4NI@% zxL*_*ypEFyO%|xFF2?Ax00bAR{~F_ezUDlfJr8$Z7fM!<`BocjKo+u;P|7vx7Ce+r|)V>LX{_-%*3_kK_OsnN%|nMVCL2$t{{ug1bA zdOOOK(gXSJPt8pneAVdNA|=S+9P zacMo9Mgq-3UEQAqvqZy8RSH859hQ#|a&F(Yide60Wg;YGza-G8R7fN)=v{F#V%mC# zZzT6A+Hug@lV3T`o#1__#_=AfudFHjh%l(cEAe~b#gBgC^y0kpQ?SX?5^8PFvo;P@ z<8M=6KN(UfVLJC~KSve9vOR|@X6mncG&TDT(^K`myg@v7gU$2!eSP!PeZP9vwNt{f z&<440DaWrkH69|YN8_`f`{%8YBZ<7oghmK+mv+{`ZyX;2KM;Rs5dNCU`ffHXb;N}1 zMNnd?{b#sL;+A5KF>pAPT>WhUOK@TFkbzF>oa$Agw$1rr?g`D&4}~2k@!ax>-Jmdh zQLn452y&Vj=ElkvYSyaPF zqD&l$>Nx`8_PZL~WKY8Y#Xwq&px@gp6KOAskY6}0oS6AEA6q`0`YwTF#FAA@)zww6 zXssUfly3#Ctp#ve)?}6kVME_@_Z`2i+j^1fFsR|ESR@I%b5q8->VjFE*sz1XQniR9 z65YZ?!t>>wCq@jyXlOKZPnj@tDbTb|8^Y#8|_~3RGp6CO>jOL67MnJNGgjH1p>^awbaKSvhI!!gU z_pK4cqB`$)I-xux#yDRGf&EltxS>f@6tAw6NHNonK3)GWtdHb8$Mo)~7S|YtXDKFc zX(HEVQj*bYfon}kfQr*@_aUMsX_TOYuXm-P8%3itw?xhuqc*Z&GQE@o8&d%buO(=# z$U~+ePUL$Y#NWPrG(}Cl1j*i)x zqr6rxGbUn!*G^!CBY!pbF7>=p{XG0KrW;bRP!;&}%Ptd|oMMEB1M&Rf%%AoctHg_p zuW@|qYn(!BRt%`lD?#i=sP*;_iT>Ih$;T-vEby|(1zUHme?NZ+wzZlFspNYX0*{yz zTA%?Jr?v!kdeAXYbyI&LK7HTm6&J^W_IgYah=Zk2PQDqwxxFdvjDWvXb2STgM_e6Fc?FWd9kj=lD} zdf8tAYz&+E{2io(TqAeu=C@=za4*M2iE0=r2>+E&SNQVn&($vtn#fn*$s+=WkH@-~ zQRkCe!rww0-+h(QgF52Q;Xmn@5EAx!w(jSn(Jq-f&sCE$E2$s8_b#T@1z?VlGVpyQ z=A-_FHacwCj~3*T$qCLU%MVM8u~B#=_@$+L9L zNCq!2G@xUYGM&!3-xY3PEmVmWQ{}t;+n;UzMvoeGI`0ZUI35?#I4il?0keN=Q*_eL<# zaU~5z$unpS==cxvLHekBT3d8=soB-&i3AEXtBKZ8vda4J9tgy%IZN}>t7cCX9^p>^ z*977F!!|yW3B!>>x5$J&X0KDd zh#!d{Gm}uv-$^}uc35CQzp8!@b^0BLuvWB7X{r13rv5Oi5H3*({=HM{%2xmUyf#>d z>*Y6->RtmR{j*wamu&Vxr@UbRrrT18>8YVsS<`|!PGWi!^!o{|=5D&&W;-Z`wXML3 zoJ?RWr#IUE$tmr0=*NDS0qFq8>i7ow=add_Kl@H5f&0HwLt(j6D)>ixz@GQTeJ_?6 zKh0A|&1J}h2p~JN`%_ZSt~BGF5EJX~yKQnsqH(82U8iXr2_+R5R;+2yW}XL(^J@sd z59O<$v5}F+6vP~$m$*bX<~2u>$%3W* zRJ@VA%wA_$gnIXNw`zZY&&yMBYMDlX-&0@w+mZCv^{Q5eD!yY$JQ)pC^P;xaWg{%q ze>4h9tuXVRE!*4bCOFyiNY~HA<%Ftfo(i>h6Knk5*cN}M*Rmg3xVVf^tse=;hs2h* zhpDMHMLcTbQT;qgKtQYu#{%cevrVuDz`F@8pWGeMHS}-@!z45Tr)JO=?lu{gU}Zo9 z4s^W=Wh&klp^!JVc7u*5gV;B}Zz(Kf8tw}TrXk69Nym}~aL`9cUUGSt;`gCG+qjkB zHxXRJebP>b?1-)S>5sJ*7}iwKv5GW$p6Q|j592<#*Prc*G=_@w+aE?b_}0e2ip6*R z)gu%}>O;PwK8*(Nn#*p5%babz+u{(^@oy5$x!=c4?Tp{c7mQotU&3*np zD59nwk#Kr5Qi!rA$m&v)3HzAf7Mrai+eFcZQ5rUy2*Y_pD0?Sva`pT%_| zFGX~*<8^4|d40O65WeNo6wF?TSbJZR>r(uVwRkp;>tbC++u2{3m|%>b$-0^G;{88> zS`&pL9c}x}OR=`$^lyFWw(3jbY57M55|x$dB0QI*cu!c)TUrlrVnaYNSsE309#*F| zKMwb_>)XR>6H&V;$Jnz77uId^_+++9_bjo;7a46=`&#HMa?c=g^tLErgvOM?6qt4< z#BZ2U?WMWTU$W}?Z7-#_G=2vH^KZjf*g`$8Vlbc1es0q293+!yuGi6w@7biUk1jE) zUt%TuqO5|XF|6|tAnNfZJpJtvSsI2&?Qq`^;^zI9fOF6^FbjdGzV&7=8T2y^vipv3 zCsa;wu0oo)y$N+9A}8Bn3QX{q3R4No5Hf#6KoyRaH|_d{kzNbpb0je3iN+??*Ritc z%yLNK-e9{5l~Ah>mbUM6GJr(0vCNhoOSxZ&Xb4yn%0#(9?TevN)w3h<{;q^FXu$6U4@RJJbYBWecT0d$vtASL@5(a*DG&su^+$wX3E>FBr%s z%v(>Ts)gWyH3Ho*ScSF|1BJ|=hp{TGwlXPJ=M*cUGsyCU)A97#e8R6I$2A`$*zeJ( z2+@B4g|3P&!g?PsG7le~Fk1)V&r%h`&3t#V?d9#QLS0W6Oc!1cL>~5&-+3W}i|ePB zNSb4s1A4^jDo&2`!0rYebh6J_=fMtj5N%fqGjsaWfa$+6&y_6ReLX<6Ylb^fIef!eavS1Hq_P%gflha_FI3`p! z5dHSUVaBxW??j0;Hv4~wtkLRq9bO8!!t_Y>Z*aXG)> ziY))~Zm+4_MI_wci{!~A`*HMg8V3vhYN`ReuPO7X3OPYwJdrTrKLDxmTyDGXGV6__ zF1mGWWFE0htwQ9KE0k`=NW=R5R5VvPmv30Vp`>@L1DOYw^u(ifh6(CVs37tgzJOI^ zv03?@;R9U}_5%ELsHYv_dr$UTZTNx~6+-K=%+T|#5vO=slbE~FGWs31)L3>yJMK{) zVtw;`=!8@pm0HSmka~w=A2z_tj<`Drfwt_{Q5p+^BoR#vOHcL?umP3#2oFeNjVt92)4f7YW57?LcR9Y-xp1dGh&)a^obq1F2>0Ck4m%|(^JEKUWR zT_0ulW?k!;iC$SzUYOXY3JJJxX7u!zr8ltd3|EkcQQqT@o&8$cJ1fGB(UUkQ1so9~FN|K)I)I*xVofOM!L;9+_y}*cShqEQ25!!&xREu}^!JOG!lN)jD(i z9UtfrsR+kT$oM;UdKuS7q_sIEZ3`!R`5Q*dRYs0l6pnY3gL&-@-I>u1b8sZ?RhcmF zKf<#VRj|?JY(#AItEFId9SLy)8v8!Pc|hlrPXln}CJ_i>u`&}YVIIrX2~Wl!JmFeW zg{uY5{c##gq8F;ZpL&?J^ig$t#nmSrDuVkEe8d%Ls#NIyF{am%R@GdkhqOO9myM!L zk>ndFbi3@8nsdz?fMoB}_Sgz}J3#sUXN%P%I=5+RjyDQ&49M~+l*jS7D90QN z{*lpaqKng;Tkh;JUA$J!x0+>t=Cf}m=X})jr{$NknLM{~2k4=3pHbZ!Q~P#SRu&d1 zEvB^qL#ztHUxj34AVuxFL+z)r^O?YPWh!%q(5m)xq*D%ai$h@2$1>Q`^FV?8oH~{} zwoS#SOe=qKqx5P0^L{WsB~X36<=^tMKJl{x2Ne$tNheV>7 z{>S>Ya10!Y^i8ADfwW$_6Hjd;(OqYB`OZ}`>s?5re=s-#!%CkLGL{=3U*?e%DE|C= z6HP_7ZM5ey4^KZde~*U4!?EcjSw5=}9?LE;O(#Y5;n~QBA}2rXLO;pR;4+)H~my2YSAKN%5eb%uW3pU5d|Xri8BSTtxFrZ3_tji zyX(+7&VL_!n8ePjJ%r61zD>GH_h=$|GC_vPgL;{-cAQRP`~-Hc^^@>1{X@0qs^lnIoh0xGma#w8TJzPq1W&D!Ig<{* zlyRPSa(3;%=~uaq+T~3r^7YU3%-TqP9tkdS5lL^I4vC-t(;d-(EpVm+k+jPXlsxz) zoJ0`lezlQ)d*x!YMHNFDEE_>Z(!s1B-q#<&<^;*@=DtGj;@ccM;xn4JqS!W^Ks|4! z@%*M~f*u(eBSPnXl3)}~m98~6F+Gn}%$|c=e66Vt6rLu@N>TkYN4U`u!U_F+|Eb z+X=X+;@7IYPmy5wx9vUioY6nJ4;QenjpzIfa|hHY%AJ~HqaW~KF=W+*D+%Qu>(b+gh+V zmKL%+ah<~JH@?z}d2)4rTqY-Gu@74Z%;;N3N?+XW;fL_?(y_PvAV4}%(5t4jl}D{p z`B}ez0EV7_0A>EkemCgM+cL^MGR<@flOvo*o+KD7!QXu;hfBWRc-d;a94T5k)D+XE zN2EEj+P9P;)w?6+O36W=3PPXiX~cmYlVX3^`z&1T;BajHMq9z#bmKcBL5ib`isgHB zUp&{R)P=FdV0^Xxsfx~Dt-YJX$vqjW?$ zhwnrudwpPr)K18YdC-v13ZN|78psb_ev0@&GJN>z^yNZq(q-1J%4^Jbe-A~>mLs`q z5VC1ISxWCjChbzL7Zd71b#AEk3}FTO_Go|vy*rRk5G$$zNly?(^xU_;budm(e`0+* z1t8HbpZO0!r}JKW0_zRs{on2Wk;a_425t1MsLK!T$k=ar4~>y%Blh?_21WT6e}Xhe=eGC1?o0TQXPCPPrw)EuZZ~tH)h7s9`jun` z5A1Wg7^1lchp>vB7@QfnAn9a-BYe|}+hI}n{p4ad&p?OQMTHLsZ0q;gCOuoPb9HMB z<(Rq5uz1y9vNuPi0r&xy-`Q<-rVI;Sm$l-_pxE%Q?@PXJ`i8kHcp@gL{{bv~)Ko8j z#@Jr&)(-(|U#!O2m?1Px2Jv?4mUa&VpVQ>6mCh_6QdBDI_ndS`a81!RrDU(B9QjgEu}V5 zkYypWec(aJOYnvE(i$!2huvKWFO@=%o!H6WhV2i0$`%Ta`8g1nRvDjjlzA6=Dq5dzXEW(HwM_~WVwt&mC@r|2G_QAOVuJaMoSw-05yH4UJR6Xj0cdH&`wkmj#ssl@YWdN_H zbN))t%Eka;7W$)Q-K`Ilk0IUv$|4h4TVC*kiwz{C06Rl7tfgZL*(`}NKYZZpREqPa_jJjtV80(tCp*a%^O3$1V zcxC3eu^(8vPd<7VsvmP>%eXJRWK&sojdj@}oHQ;wSRUlAC6=^N~(uDUW;P`IU3Em9EA(S~BN;f3Iof?{=`SUx8<{Z-q315~zgW?FM?8AK#L z_Ieu2-Vd>CVZ3Q_Gd^r!PiC(UkDa&3h4mfiy9z^_72bzqc?bCmO@4Yrfxa0uDCFDG zJ{^!bTV5`Z*V@cFKP|@e_W+z{RFNO*fWFH!^sM zHO>v2#P5=f-nWJm^n6;&l*DgJq2rOfsz~SO-$3#Z}5Lc3;OAfSylXkGm%wX2a^ zYBe9y2yrFQi$Ts~0Q}#@-iEV*sdA6ym!k6x7wk{Fa8|~W=W>OolYb20bd30E`h|Qd zUjx&a-K+Xdn1pCIw5=4Q@^5g7I)m)v<@8nPNQMbcVwU6Bx_!*$>fYuRce1C9hnVDK zdzOAAX!*Oh40h{*uiiO3a(zb*SkVg=T_;Z5Oze!#g!k)4_fx~g`bp9;P6}c8?_)fn zUkchr8f)1j`8seH@0@5^>jj5HFYq@>fxzyW)Z0fG# zFG$yV&2qC zNCJ%vMREvgfjt{Zw7%S8eq3zd)IbMI*YD%dkA=oXuw}rnzF-k54>~!_ji6!~~E>?Q=5pQ3Y zxx8pgZ4T%zHb6y|R8|AqsX%)y{22JMAU(!^2BrcLBA3O+oax7~JHug#>(8%4psU3y zRzXaDclm!^P|vUul#B62;4P%^X5qTVj>~O2ZBz*-RQ;3{>s3?p>i1as`nZ39eA~a0 z|My53ei{*W^NP5~MSi_;yyJk4`fi;^=YaaxYs3V)Rye=NW`;y%(vQGgmRHYWYMy`! zhvnI)CU}i~bpUq=L4TTBLGcx>;$U%I^_l(&loFW?kOu~RU-k_}i3-qtqOG4d>$MlO zXGAzDaDzNR0PF)Y3^A6(aVi1zS&N>p_^}027z8@*cmwuk73T*(44^P0IizIoT%k&~ zPnd82gDmcthn0|w_O$Ld48l|zo+uOW-1qc#M|m;t7&AJ@;8!cU$i1|W!b$OD8Bo{| zad;aRqp(>0i;w;Ec_H$A;=7)qw1Jbm^?I&2ro=hFS2%MofeSVn0k=1p}(w`!Ua+Ps20s-pYiE%J&8r9^~cMnML9H^D7Yvw!*X(L(B3IF`qE3A~DHdy~#~R{_#hl+9C@M%QYQcWRcdo)yW~{ zf}g3X(pg?9H!XZRf#9!fw^3NQkNqT_YIGHCXY`xa7DbzUKI_j=axEpS=iLv3 zVt^O^6iSg%R3j7{`>Zn=2iRejFJanYxN~aH?-AFN7o0S~2=~EHC`j$FhwM@mI{zd; zFoExPeKH153yYiQyuR~qtf7W2wcnjJ!Zh*w+}T`DC3~6v2vx?@HWzn-@_RmlT{b5L zwF$V(>$dA$GUxu2*B)XfRuq8WR+&Ls>9=OPfAzIfAB}vEm z2hjDLA_F!Re&%Dg)mcf5IoOS{&Mr|%2R`Id5Tzru{PwW~FP3-$ZM=Uo{rQ=ATC)WD1L6#XVdJ@K@z8+3&4 z+rvU7AMv?eqvNg^{{XC=zx}9(H$SVS67se=)SEDzO}dVmsTveCQn&EZI4D-2-)bi= zvY4#0UAdOO3*Hd(km@AY)P|2fY@@~713hx7Q#(>!TI@8*+E_zaGE|GO{LAj-Y43OT zLktvCL?o=ic9OBrGcFIta9rz}vc5Pv&S$?E>Wn6R<$%l`Bs2nkEcgeg$S3C6sx~Mz zWs9m*t)C%Gvpqm+RVN8tZv@)B9t|Bq<*>UXCdJgBb{XcaGLHo8?K#}4Ip zgnhhOo=M8T-F%FM(+MEZ$eU=4hP1q*lqt(r{ia6eMB94aRF$_qUtvUNfOVS6wV^K{5eF}%h z62DZU>A@^4pTl=`cQjq49fefui8no^GN8$oqz!Z8b@+YJx)rIk?;!+D(y`a1T3qHk z7(gbvXcCpT0&`&=nfr*3pAD6*5OTJ_swDEMdU^=;$eL&}(=%ei%cb-+GIJTDb|oz8 z=`3bAZwNq=VFb(XrCd*c$@Xth7I{Q0-(m}sI6YS>cPTZKS(B51kcg$%XyF<^U5~Ec zBcUiT+sIAhyII`++3}>9shlsUWwxBPFh96hje({U2ARxew8mb^&uA0Vdt?x9HWZ7G zvyC5znUSyV90O~mEg;Mg6;DfWx7T`qja-G&D~+q(Vr1AN{ns=mY*u|od>!6LFc5ob z*lR-r-@5P2I#cC)X<6!~U0mGIF+_R}8`L?Tyc$w&Y65fDkaxx7jaJ6iocnlX0r7;bIA%yfv2-~90f>t7^fQ#k$QRzF z3!rS60&CZqt^v;9i+M$9ykNS zfx@jpbp*VS^EI=+1YRZ)Qcn1J?B}Ju^SV>5@>m8n%XnP8F}AafoKovijZ=e*kJF?R z8?mk5Uj75fH50q74!9_Wk^BmJsgfZYEkhz77@HTuNM|R|WtE~S%J41%h9%jfS<6Qx z4SAoq`e)v&aMffl3!xPD{7JqkCpMv{&=}Em_q%a%nwKgtIgTwGWvI7^^ERHt=I5M8 zV1rFBQ`2d`1hv1)`z8?nG3R4fAwFo9CEY=NR`g(^tFTs|Of>UTZc_Y@dO|(ylSElAdNesfRvs%!HN-P<(Icrec;SXjwMgQp zXL5_e-lXwl1iat95^$9W4Acl=Dd!LqAxi66SFdpF959RD$g!(Evw`bFCbH$^@K3gN zYW-I^P=;wkO>5c0NH5hGN}&{M@7riJuMcfoR&^i9-HbXU@F4K8}Ojy$s< zb}KgUj$L_XvJRy8njE$+E}{^>M|eY8+i`Ip971ZeicwneQyqm#@F>^rzx#X_eabnq z??jBmrs{iE4ZqbU914uJ?KkuATgfR=VW~NynR;!oGRwR4n}b!)8p|tGOI@3 zFc7^w_Q^3v%0lygYmIq!b)5OWP3-yalRro1#9CleSqG>#e4pgsnsk-Y$xD`aI1i$JYCE$B>T zIhmA{eZ}GH$x48~dkM*X5((B(oagYiN>p&dA=lHZ!fW*xBk4l_0K5AR{{T;>?*p3> z+DkZBqhLcAny*xrXDI&f`g9dHo6pXInWvM;5nrC8A1eXyA*YxG+_X!zIlh*-3mA zJhHV0>YPl#>MzsUy`&i@JAcYOatI+?X1oybyLFvm>DaX%$9(c_tez_(O&L)R8WRP5 z;~>2IX?VG^I7;{;c!S<}R?oOgjMj|Y&|Wf>rSBi0rZt3giaDAonJk(We0f3UnC*R5 zN8DfC;rSb?$J1V&?Z_*irMy?+;yDT|76{Y*XzD?Zu45KX>tQK2aNZJ1h&9m`j||WY z7>)I4cBqw&ra~57!(UjTTZ>-_n>jnP9KqjG$n5W?w42BWF<@&}*1mpM+T3ggi;Q3! z$Sx)^B2YEFSjt9V#V56nJ%=~1CB?7JLdLYo_>j63H+%TGqTRHJ6z5I#rmEy4HF(K>~teX@#Q9)QGtYdPbtlLf{yRGQlP+X=Xo$2)nEmQ;^Srwdr6@QQunVm54_ zcJHFo75vEozNaSNXijbIcu<9D3KL0(5391;dZCK+-%999KeKyW(=-|v)XpKd@-5j4 zY!p-{V!X66O~wslaec|po@hi;Q8Vz#yz69$M2m!fb)9B@pl8(+`%Y`eNR}!0U4{Kz z)u~>0@b+nia(!|U^CA-nL@-7$MkM#BUaPd$ih{R*#z#Cfc&?om_a)EMn6q0)WVjO< zjh#ztHq(z+Gfp%1KPB9{4M(&6IC>K<7z>@V2=qwp3~A5jr>+k-xvFPzSo40k@FTjM zV1K)Sp7XIc)Z7idam--_u>_ZyHDicAIpJ^hk~){PYBnNu{a!l(f_R8<_h9Rx_cTF zKi+RFN+xG147f{9q1_dyaT*2WNAP&$lWK#OJaBWPR+7RzM8L&ur zMO3q41-#$uAf!-AA7A&Va2^(L36%hiXH==a<%Ct;zB`X%n5T#Ztz5^{V8~7tGN9CbEG!|Xh%6>3d8BVD>SV3$GgRVxV znVP1Hse9t2q1%PfiE=DMO$?jxY%JkX0;g%QtDHkA^~WazGJT7R%lzUl5`x%Wq2bsW zJ`jU*%unWxBBI4Ep*(C9OZow4JAhIbgSX)`s&)KhgIfw`r^56dX8>6WJyYLPz@CDR znD1}``E#!|2=bGN*ftM$tM9174FH#CI2lviDgLBAr7E-dkq5iE;ogRnKKCM_XuBlh zevflPdz(z*B9F_-P@@l9fcA4!&Nz^kMmcx5d)h#88Vnyy3e+q^wNc*Ql-59)%HsBd zq=8LAf$}}caIpxmmk#{{UgtAG0fK9HCAUnFYAKYftjJW}B^^l-T;xi7z^p!mIWPuk z)GoipY8qbA9_dP(G$;I;xpNLSmNl|qn(%Wsj&7!!c^{D`qSEcw5OpexAX|B ziqynQ1x|LQ_&Utm`m#%FeMB*^;t6Kx^`<~8FqLv$>~)WQakzm#tV%76{PQ&v;g2FL z(}Sr|m(_2Fv4af6IQpwq1C>o1DShJFFOosZ$JLQZs-fF9gNNzN-HwJ|imeG*{f!K& ztAbgXu96e$c{25in!1@kmUR;>7?P=GrSR}1_7Cvb47^%2OLeoZ!*@`ypS0s9Y_V9Z zBc^AcDD(W(8oZ+TS-X@)(Hs%_kvEj)Z@&cApX?O9IwMi$d9c$w;?p`~n4Z_RV*%u|L4Sjz7jEv=ki<9uk@e6kI~KQO&Gn!U+%_ zwC9zYsX#LgB7M`Yj0gCPsk)Bc z8v90_yg*`1)4GA8*d@0NsPMjV+{BenrhE__DG$~6R3}Sv%NB>io7Yn=cwNZx2$I)C zT1L10T|WkTx(G;3(A;D>H&bdv*$nOl4{oE}G;dgY%Q?$)rxCV0dqN z-S|F{%v*n$;3~&od_tfu=6xbLix=V$;O@$IfMhcHP+AC^=vo=~^MJin>0HBZG5Z~aA1AyGnoJkL<6VLURi zyfeF$w#;EWjwA3w&OrI~rL9h_yP9w{qMiddVt`#LZ!R{J?KxSUVZv4;1jDN))>x0{ zOqyY_rpHi0xyPkU$cVpOq?OXt!_mD|{opEPgu-5h9@O`$-G7&nWglr4EXK>6{WToJ zyKbY$1^^k3xy^-#(KTFpJ|fvd<($i+}8|35N={orq-%Z$)9+nQ4}V??I4 zb5{GPjSmEjkXQ*`|5EY~Fq)PBNKhN^Q7NYF{ttlsDgD3-aSu7%{V~tCm%uKt;f|{} zkzWjT#0bG5%Q$g#QsISUzZp|LyHIpLn7+S2Pp*E~>v*-lR_Dck9@FcHN8$I!ld(_s zZ>%W!={MD=u7Th;(dbkcdFy@K>_X~+NE{JQ%jFNSzetCy5`&+ger{Jhuq=yfHuw(u z4I6v6ZM2+Bsen}@)hO`@mo)i~{|0VBdM@1ywA!0>f{D-cFI5u%0TAx1na8bl$N#;I z<^0ESla%Ax%A4IYETo4mb;d7mMb@hE1vXDt42X6j#=`UM#ig9ZYhWZdsTTbbSu07k zif^p*kE5gOsm)tRt8cOW!`Dao;2-CS-Vd!|{9W!~Prt6?h^w{G}Hm!Ly8NAYI{4vhNOE6Bwv>N_@ouvAOF0n&bc0cgC5dG27 z^(w7Rwrbvkcf(}|_=CEs^hxggd+SPhyq)5MqG#kkD6GZ9i$46<*6#oOuP=>n;jx@d?s1** zKkG<{yRW(D&~V(0yDMF;;p6$Ac9Xot-gCn}x24EQm`E1?v;oku=8~hsX&1ng6UtUK zN?f;@&=i({`p=I4Am*id4(~ZV3gw(qoV?`b=RJES%FN=@3)mHt3;HSF?32zG08R#- zP^S7b-f`}${%03%z5rvz5%HY}l3mIFCI1KbGfJFCM7I7zl^UgbqDq?kzWehFdZ&dy zBvZWExlqLBdW#S3|74qqSQ?l%y5Q8O$((_#6>2pfWs8XVTsoG$3RZ`D6V0CGFz@^W z#PMXE0VCx90roN<&q(F}bViKC;;xS?u@P_n0XY3`tUFKe=-F5tRmuGRH2h3y&HwMX zHTqwcmGxGLEwoktL*9|Nr*hRY9)cF?Il({2F>^u~!p>53?^B!p4ZXlMLkP5HE2*hJdfiAOo}oi%b^ zz9Ou|s^y$Png79*O7vs?3e`jl`~|Jfr)dP+Byk-D^OgDJ6#^{n{ybJ)`|bInvT}FT z58v9qtH9ZMN+@MvU;IJeKRZ94;V46Ir~`0Lq4>Wz=>L;pi2V{(agEBFnH{rS>-s{3 z*ZGS0UkZP9eU`%v!r=f!m+FTlP?U8Bo@hUXs@!d;iT`&j|91vFzX|Aj&tJe#P3W&p z?v3P}ii*K5CM?xfar*lEzr*H#55V%5&}ETJd-kloL?zb3$)>Nye$}>O|ARMbKh3BM z!JaUzL)~?8URPHMBNJObJ+}S+-|YLphv-x=jeDu$KR{>;p~&Auzmu=S;{O%H|DVN> z3v6po|EY8ldi*6&Z}>l(nVYik58(FmS{ZO_P_xXf)TR8D^KZ3(E`y>hL}4O5KiU=R zq~JgQQBFv!amTjiy-M|hhfu(>(SKzY)cqo8vE32 zj3%Xrz<7xR8^mR>s0VOj!#}%c*SPOq&k)kVK`>*lGs-rr-q)RP|K|^#y|{_!flO)r zT7Z^YvOG{-y?JJh;%{4UA$w~0qLUpm3lV5|)URs&_CIWItNA|wkH=1ibkKDgkZOd> z!OY=kOsCD;Gn#>Djg|d+ZmC=J)^>OKKPR;<9LG0w!AV4TYb;rec?^%$r+MX4fAl^K zR`GQ0BVhB~VCE)xdcyC&PRvf!=sy67A-Mj}VZBoVMap_=L^uIuGYB-M31K41YjP|P zeUe=%5PUL4+p)mbrC4QeSuisgDlr4V RV>U9Te=C@D3jH_xe*khNOvIiiqcSV=RKZR z2N)O_AS@Cb?8o?ohzO5__UZFyv`=Vg=vV~U=oomIXlOX3ICzAF#Kgqt*klxBL=*%> z#6L689;(IBAEAl`=n1ONaeB-F=h z|8u|q0nm_8un=$`Q9KC1N9?~w0T7T-&@jOFbpR3+1OO5h3Kal=&?gs7KncQ|{j>n+ zvekxI*NOlH*gj*Lm;djHLfja?dEnAP{X~kE3H&nfuzPS#Rx#b22K&DX$h=!E>UeRf z<11Yoov3aq$@#=LjRP5e=VHu`uPB=pF!pL8t?fo4@%Fpwl|HvSMC?cKH)q&$T36T# zB)4F#LR1S7DV;+ummGKDkk~0}$veQS-L1{2XPDV4!Vo-0qe0l}1YG@DAQDRCe()W} zK&2L@@K3&bPP37_p=Z4DdKvmKVW$%@RNKP7nFLpEw6{{@%l%rBVB^Wpbc-5)1H8M7 zDfRpHChV_=f3)rhzd&-&++PEK$oVE`ZuPsGaUESL<)q4>$B=QSvmP(?am1>%Mq(bd znTEoLD{Gmb5gF{GvHpn?@6LuP9(F!nbg@}mndE$7CNx<6iK%3a>{R17S>PpzCAseQ z=-Td+k#+$dKG65`6oiNUuDa4ujQUf%OEZz^#d~MKbIlXfTc0FmA&v7z{Gq@Gn%P@+ zHB`@7lWtpVBS?FZuo%K!U+7VBMPAUG(-v&%xz&prM{g!)W;Ge)#z$n>obqF@Y$1lP zQ!K4p9y7hWoQa%pg44t<>L_P*e!E7Veg0Q0K6V2>4XH*_n)|Y?QpfL7zNHO~T0M=6 z`6-W0jG4_2t)I;&2gorNjS#p+G+!*LFmH7+?cDyLQqjBf=iTJwTej(Z`JIJ{jaxd^ zgOg`$k}P+Ss&^Ng?UOoJO|DWz9;9x;w#-g>&tRl6GRt|?8cv4_cq!Z3((RWvc@8Ge zk{zzfaN|JfzQ1+-izwG|hCdb^Ef6Ok>Fh0ca?4wf-0>ZKByrZ7hpoA6MyZRpZ1$Wp zK{T;!abQcM*>#cyiPpKpRvf`SHRH$R74%kWRO5Y|isRd_2 z*A`!Ax$@VrQkuq@#@fJm8?%&u^pTaK-PY>z?Jtea?&1V+iwS1d4{hh(?dna+7@L`> zRRw!JAP3bDQ}ju4y81{=b0yKZdbMa`u~&C>L-w>B#%Wi+n6E~+P=-O&G?VDOz?HNa zWXYB9RZ~$lplk`Kd-xYyQ`^x=u|nSZDv|KvN9o&C=V&E%*taaB8G7$hK}J~A5p%Fi z&3$ccp1bqYnI{&r%^ms96g}8E;=0`kxW)?Z6odYEm2bOzKCd``MF7?fQ} zog$Zg$ z=ihO*6h;Lk2dosIHTh|fvjE|mt4Wr!B|5nlX(H1ul^rRwEN?!&xdB{wAdD?XH37`l z^6;SAVBl@gT=H)Vs8-sAmiEDBw(RmY|Lbj$Q4w_`0Re+ppLk)i7Ki?s6HIhqyLF7c zZTAZaLtkx*AVZ9<+9|m9w(^4HwTp{cp9{)O=7=+$T~HzX_Ny(1j=6q?=vfL7V7vbH zG)YNRT3}K&?TcuE-bPy5T>w#v{)(=hi+$>Jj^~WoUf%d33Z$CYRufi#@;Aoy7@cwR zsIR(FWcbyU^`o-~@yFdwRa4i_qW5O*dRQ6Hv+8S0=%Pn@=g;h4dU0y3ZDs{WlD(O^ zkGzfY{aEW1AO&3%Q_?w(^ezj2(@=_FTguGa$$~qDY7fk@FYzz0G4NEfl?uuX-ShN1 zqtlG3$Np58_`IGkc}`$c|Cv1f-rk;j ziPa2W!AeUoWqbIB&<<07>$65Hs?Q-Fn`v7O4cO~27CF8BAa4)qviLIE&Zl)^$E~P{ zHf~8yC}FB`0}2VW@V%^rF6d6qF4S*?a`?P}=Virn=>*MIyy-}_ zR7*|Ka+(#NiR@uo_ei|fWgI=ovy$X?-7iaVx{5wz+Y@etMZW}h~VCN z1x;*0dyyFTMNVJ*R(QqT?7&+T`MPm3!6fKwDJ8Q{6p=|%J`@s3ut_5S;9lml4AB?J ze*x+z1;M?j5(RNhqux8+z)f^fI?K3(M1Cx{tm7Ic= zor4XFgp*Q4R7_m?qsGI1lzs>p$PU-mPkcaYPd+SXwsB2HM2G{nj2clV9f<>c=UVlN z4o$iPy{gpzS7rk*`y#n%BYt!5ZoyAA+x*7#IGs|B?hNg472BebY2Tj6$EoP6Ow4^Y z`VlkD*s(g?L<4rRZVO4z|C4Syj+!9NzXA8@2^%Yz>A4B_x#G{NaS@?JuSOU4bB*m~ z+ru^5|EHnsHN%K&Gu4sKcBnU*>B40GKbqQYTN1<}FU9Ml zqj8>Bbwr%|Bi)`W33ylg`hhD(oU6$H;f#QcM>Cb|vNLQo-(Wk>bf4<7&~IW|OShf; zpE;P8%nMq>s#Z)b#|#a`uCKXQ5_`MD?!J2YFn`T0r>0oT8P*$-SEZs=vyg<%3O`_v zlznq0wb4Ee_cH7)_|``$wJn#@dO70Kl_);>EA;WABw4U4l;esrd3wyefY5wqKiRxI z7UqP`cId=%@oBOt=XzzqoXO^(mYLp9NQvTf?3d=Z?(Vp|_%_h*ju%5bH3pqj1{%n0 zTXI@z9Y%CXDFifCl0p2Z{$rE#!4XBCa+loxg?s%n*)GKzFC?tfW>YlepP)N<0Gv2^ zOGH*PE zaD7rKzDm9F?$PQ`sdumU`inE<^CV#;204nk4I1zq6vs9qGYOsuS)P+ zM(xT8q~vH`5H#!9m^%Funry#|*&whfg}?Sffef|857*n5n{m>4^K=PxYEx6&T587E zDpM5OdpeT)?J6gh#XA&P0D54m;luPQ19pC82vAD2l~>f>&} zR*RkEg`c3FFfufR+`nIG)*1Rss*Oz6j3O;Yy~B!Id2}-?oMRJ)u>%tVg^ zR@Rw13};j8%ssmSRl74NOd6fTJ6IYQwjkCWHD-P{wwP-!R-6OwC-Y}+M%{=`F$AeR zGU4GAlPviBGF+B(-O0}up`t$-sN&BaJXi%GM#iaao5rrg!@C(?9q3HcVz|4-wc+4<27c^r2aC z{`A=-SRq$k(A#w^)NYo=Cm&b%T#Puigrq;a`h%5~qhmFeQV6yx)kA-|h@iGDVjAN= zZBTy|*b=Jk!K#E{m}{7KiyJ|TDATV(yKj#k@1Ixf}kRTlwv`C&}i-0qaAI z%w42$!kQ_$Y?s~%WG821;!jPT0_YL%N3RLdK@sI54K`2JHG(N)XcnAA2G8-Z*b?eV&MqQ;3SvS5!D%D!- zMx&@H^#sUDk;7m-e`tqCmV+0vR4FFEr9>r%fEuBnT-~5`vn(f08FG2ftF>7oE!20b z^OVn(PHGj~>6rM$VBB#0`WjSHukqJdNuj$CUG~SB8UGIv_p`Ah-_Fl$xb%yRse5AuG0}ah zt=`P~ad@dFO-`|lKaz2+*5dN1-D4freKd5>*knH!*mDiO19;{1Ym5gh=w5T#-T^l1 zW%_E3inKrh9PhalHnhd%5Yj<3TzN0*HE}{LQ(kUt5@}L8O`_0bgm4t1&8UL@X>>)2 z@$)MQa+PAzD)l|U{=h;qXgVpa^-8$-9pJ7SE5jd@YHECO()14KX|-RplP%b}%Ha#% zj*G3lhnqd7%Xy4$rPk_iMAzuEI$s+kaJ!II*;2d%nQ-35D>gSQ5&zbW%}147b?bFE z4GP=nnV*R@glLXhoK=G7O!-rDeI)WspG3tbd{enWjdpp@3mSD(40=-l1&PA1|`PBX*yagR$4XX|M;N09=MI2rpYDQ_%3uO*I6%F zzXR3^*H5k2n+;;t8+?4enNcHZ>rH$9wPmlbEDjak}K;jO_^wMK((dgZ*F6*g`< zt|rC`Vl7NRWDwNgviTn2?&xLDh2cxB&n49Y6+wiGX1QSK)ZA)lR)tA_HphJqNQB_QAAFN2; zpUBHlihuT?%q(eS`!RlFR+#0O=^!VI*cU?abIQq$c7Gp1GWFhz1{YS%SIZ34lQh=V z8kUh?Oa**9UVSao7RWnLtYB24)N*sYNoI47bLsa$Y;swNIE8OhYbiVI%~c^fQoxNLlM$GBdo-(^IXGKL)% zW%IA^n3jmRP3rsDGstF*cJ>`_Ye7v56#5%XyizqZXcumpC9@5kg~%fcT)#=Cs<@|S z2kn`Jt>iYS{4z3aVlqY1Oo3ClM0#Oen24yGY#H_G0tQg5Y5ga>OJVVO@x_yq_B;xG zGWre#bu&bARx zO|mEimsc$p3 z4L^cvK;r7Cd+g)W4umhaRfxIWskO5GN@`R)m)z+8lBU_S``SV(*iYSOe~Mxyt_tAAvOtmd(V!cPRvn(` zPE*I4Xa;xX;>VUXgZ9Z2RQBa=LTl;gP z(+JiS?qWTbi(K2_&sNd>0^TIgkqvQfMrWMTXT0iZzMm6y9acsBBlOfZolOR06%v=1 z4Qa)9!pF%Cio<;FlscoC#og1CS>1?E0pppm44UDrIiomZcy8xn01Ulbh z$xz%hF{qeLh^Dh`8@y1)wH{^(UvM%&^w&{!L!ne+7lkCB#uZLAzZD?2n!~yc-6Y%D z)K3yYu|Ayv&JBcg@!`_hzeLE_unOb~jVj~HRL2`zv5$?G*+ROl>Pf=~?h;HX;d>DP zYY$2B>@vn1Z+ImS8fCTRL%|n1e9mZ#4%;zah{v^C=G$9Ji@e$zR!aIZEo8$2U76}^ z+v`vGMG};gz;%nSX`;L9ncrLLPaEi~%?XwEY$T&#DZYq36|Tx5j4+lSCXCR7w~+y0zrVf~;^N-O4SJF;X@_L^kjW{5x!c>8X?L)HzAS-Fe$ zxYy9WzC64m){SYtQ&rX8*%AmAcW{qwcn4%%aj6Uj0*RzJ=`^95WJ!UUO(UxLQiRjE z7Uv8M9zVxs<3q7{wuZk>Koagx^gnyujUCi_XgJ>S>zr1W)J!oy*_WozE!)}2>1+7c zIoQBEv^6bW-XVVSXyN|3o6|FjandjbrOtB>^JO3B*LhD-`8$A9{KkwhQeH4IG@N{! z!)U9?F!IV>yFkr6?bwVQ$;srpF3{p&CNY~(O(4}V4ac1gXp_dY95{mBKBzH>Fw2t5 zE7g>I&=-7y_><5>(g1^TC0W4SesV32rQs|`6~a-|gX`KR^1~+RMF;e=T@BTV3|ClbYYpDWWSL) zW&`7(&d+5btVWLo^GWS<3LC?i_VERHS@3(_S?kuDT&6d&e5{mRqU2MeJ(h`Fn$U>u zhK*#Vlw+{_vJSGty%fDEwZ|G<=e`?GH-+{^h(wI-qG0@&3qw}lAzpS?ix#p?3F@U7 z?&t%u12Uus-tV?J#dpC{F;vGz9Qtx{~BlCt#Hp3m(3jJ3%~DnqbCi3EGr4{7pZIVeMB)l#yg?Hvv$&%_TbdDV6aA#iszfDQ zlN`=swQZH4=iTD}cIgWyb4EWBjOEtzN`Z{78M?6)7IqqAvtct9ejKa>O)d3ZQ2MnJIB{-Eq~vgWuj=Z^EAfa_TNgY*bNi;M z1d*Z;G;X!SR+)xP!H-+F@eVjJ?$iBf^3bDw@Hrn%9%u*{0Mx%Z9SBG?DAdoS(CDl% zY@#a07?>nvBIH4d|7!1iusgyKgB!mCp1V}}{}V)9-O8|DloOmy^7p>Y$B55RFp_IuurWTwWGE8MfMdG+CC3 zKOt=+BWslu_0(~6)b2QyFIA=8g6FbLY>4KH>q|;sO)casIh8N6Qu!<%ApXF9kO%WC zsu`r05}pVtBo)tLI|()$4Kwc}`=yuk$LXH?mTE(|$vz=A=~qs5f|-=niFQMLyxE?^VTJNzvwtX1)KhlMf|Wty96aD zv48R~QXkdfNb|htEwVp1p!C;C8N8Iblu)$O#I;sFIJ?-3tvY>YHiDwclq}0)#r@-% zc!#yhk1SIpJ+doUcyPKhgqHZ?htch#XiSoc?-*f(B?_NpJ4y2+igbP4asFbhHa5bd7QH#PM)PE{|+d$A5H8VPTe*vTBG~uU6`f~ zB;Sg$MQ+?PPE&-JuZOaSt+^jNjtc3sxti-(%yVNnxKnnNe2%k^ppU}Wea4q_@t3^X zG-OQ7hHmf+zn3W2Lmg&Fke5H-SGqTuq#ao2)T7ajvG@{|^{qs4mh_ij!SeBO9x^pu zSD7CA*x`jz6W{Ue&BCq}L*poY6fLjp8kO~WoSJq(SaurYOYPO>tu-h1h8%{hB)MD_ z*#g!L_GU^CsaPUTB`ro|P1oRRI|ht?8+p1~a||dZ9-JlP;1}65eHLFH|CQD0Co!aD zBi(A8T0GjKTYINkcS0iGR|5A2N2MT9^uOe2gAM!=?W|Ype0TgiBNRU5_qYnh-|i-? zX`PjXgu*{zt3+?`*{4rqosAQcKiNi!4rTtr=t)c#Bc~>e;FjQ$ut=;xTOC}k_B7!8 z6}#6VxVjc^|9SO#hJESmRYl$y0tTY+NeTzPD{b3?OsKspSf z{~}pfNAbtrFAQ&`ziFJ27}9Drk8GrjN@M$A0n!M*f9!S14h~IIVX~{i+wc-D!>SC=m*1)P>3fNvZ%U*>|Ti|n{pQY2RQ%~ zhV*UZ=@_jhfjeIkETZgD+fQ@01=FjQh5GyMn7et6Gy!!cD(Hpd!hs zL|1p(hJ9i?HqG=Qm|Q*lUpUP^8c=ioFzf@uzVY`LFGS#Z|KQ%wGt^QvV{==kV4|xZu zlk3`K0M20UR;YjLJNvu+ccm5$wi0YxI#uZP`0gsGEVym6%s=hD@>Hkw@u_}Fc-Xpi z*cv@mV`)-OYgk#5cLQ0S_7q{{UF=@*G8HwTD>0lh^UU~S_ULPa=vI_#YMnY5k`tKn znwzl1d9@v>H&H1{5%yfs&J`Mzj;TrtMZljd$diCVCrDY(yP{wf&5h4~eGlp(O!srk ztAmAmiPCo$-PGXP5PdmCR4B?d24&~Ebx3dPdw;CChTybzofmA@8f9j;4xXt@AAZS; z3(rwMo=M!~rmqH|K)oXL^!FS!)G-U-l}>p_GIp$E=Ah@zSC*(O_{ksT*Ag%K~JLMl30&>thNjF1YsJ2 zQr`idm0OfX+i@k|ADRC6M;l^Gt`|oIU1w}7S1&>{eOadb982x zyy2|E#W6Jow0?R$(v4U9sA-v5#~gSiNvp5sgsGZB2kuAWgDV#KgEVoJtjA|`s&#{h zf4{1LYHYxj^FF}?v(!n#mF1THT)_EeB0ay~^KIAudhnqf zOnd_T8wG0!D-YtS72o*NuiSI-{l=Ci1-xHfXhLe#lc=o2<9_UA6Al*HBO_0LMG*PP zP4*jG=F)2t{UwtwQg-C%sm97TczBlXAUCUs+et_Id6dVvABaTP!&x`}z0zy`3uV98 z`i?RKN#9Se30O9oHAA;%1&+-E#%4aAScS=G+W=7Nj8}d?A9w3l9gtf}V@tZIl?5pD zD3g59Z!X&Hr}-My-_+z0a35Xy?JS?vn0P}a;m^*!k)k(CoNz9hc{Q}dPPsqcZTQ6RS#xSheaUt-X|WM-s92j*Vh;GEdXS#o&qTcjoMOKVN?}E(;Qb% zmBsBEjHsG7g3HPR8{C1T!uf7}6vr}alemH*063}p89Vmmztlyte)u117a^N-8v8kugaNLFOZ*G{R zJ6i*Qf+>n8`3><^4+L4Yt-pqof1~6dmAKo*F*@H;aU(er+>O>HFZhe@xo6E)&y6GG zq`mtr)LIFnuD9F9eR-pxWB$t zsp(ytId3qPC`rzAtaTQ47F_^t*gm|yOjIV0j#ga9B(^CJ>3Qsz{t=;Ikyw4UU14dt z9dOh`5g%Y7YN>dUtAQ!~SqT_jL>r0VGm7DPptjr`BENXCPh$B^rH#~!Z$D@xgV9Mh z5c-eExc!&g{!^$YGJy_D-nlJnwmxdj8lkqBgE4 zbplLTD2Mg@F(x!ksUyTp=N=^d8~S4*LPJMfiS51_&8E(2F^~Cb(B6-t0NCKH3kK0U zzIgZ~p;-_&46q*IjEfzutJzSEuro6?I<%&MYzhYXy7AtMS5U92{D&CHfGh&pGopl9&@3gHbTNL$Ki3`0s1T+yi$5QFjqZNhwHX0I_rFO3an{I z_B$Rb0Jtx%$|fxFAn6POx-(Zf2y3+k4!=9CrQ zc#yk9?9wj+Jf@tuyJEK~#~)=<277oQ2p&dL@DVA~`DSG9ZZpTAcWroXqw%exsZ}{s zG=dE;Pn&uX33ma$RC6e&%=tMO3Hd%lX1flpT5&}egRWz`wPkHdKvEorzL`ehCe zR%C{fNBaEj9W1oIZ&m3OogQXb3{X8sf)8{GP}WYm5Lm(*qU{ioy3B_L`M%4jk`v8n zEkV`m`BS&rX1gALj=*Dn5O0es9E;d6Oz~`P@dw^s_^46}NC`W?5fBQ#6%8gQA^?bR-5ha~Alf(E*MeH&{rR)X5A`_|eF*00~&W=8r)^?QU zR}I3(mHs&zT;>NB;Jf8qB*6Ysk*CHIP_H$#;2Gh}UJVUvuE7)LypLcp@H1m7C9y}C zhFj;mcui*JEAEVuK}L#auHiPrXk1M1Qtt~+55Ze~2e4%qS-HVFx5#zRb5-)TAVCz! zQE8|8?AB$0BZBvwVR)iLbd(R9xx8{QXeL3vNybq;`K!YO*OdlxGsrs92rcahm-I*& zJt+v?dfxI5m@uHN$a^K!uq@Stde3{RcROq;wL!4@EWofLo?%9?6=4j zbHDshO-$VQM*s7;-OiD4RND2i~6#Q^V2$%e~r759v+C_ui)CHU_LK(s{=ob zP=sUT<6^hpnDfw%&9k@{%L)qQ%~DJ4ONHCd(%`Vip*wY9=<6_A4m(Ro+IVKx(pczT zmOhCmnh3vFX_NIW$2?J$nj9(bS?kb9MgB(gOqE%RM6uZB&1`qtX5aj+FU%#IbQ{&J z(j$8$YHjyUi&Z5KqIx2Ty|dyc90bazeuMjXWGQKLPl$EZz;(wGPiV8my?YTPP`&A_ zKcc3Dz-A!K?q+BJ2R z>qItIc*N$|f;Eh8co#dlmVv$E}xqOHFLvplu0%Y`a9Hr7XE1VfXRM6YIN9Z zpfs9qq^In#`^4ESuso-oK=}?p^d8@~F{)E*6^e0QM_gvszSWhq&}?pi0j!?L_P+3E z(8_+R>v=B2BSo^q0EU7k32bfL>Wo(-chvivh^Twm6zQc1TfRF3Ou({vw6j)_wdEsy z!SkPOR)y6Zl#_G!>Yri0XX;9LATS=7DrMc}$sv4C8lWcTY+Nq#chb=aLL+=Y%Z2Qq zJnT#zCq#8Q&c&|q$hw1_#@U3?&EutC7cR^<8CfwW_A`AEo1SXv0}Wrpm^x5*vSl$` z^NIG}(1a(}GW>Mm3`<(}Hx78ZA$rmvZi1aLk2pK!p8i$(j6+uTWR2dxtG%@c zQ5!vns7ZX0mjYvgYu~hzZ=cX~RYo_lx-UGO+4y+nq%0{z0argIXaM*Zp%kBmL^RO2 z4{HeUek_5!9>qL&=1M(=_>eR#ReBe{7k1!-z?nOF%MOec`_aSZ#7XzQX)9nO{a+2; z710B@zUi8YZXV2E1y+j9*M9}=sC{~T2T();Rveib%m~q9<%~>E5}0`*JVA8KsEW5u zoS_In%$RfPOOh3w%fyo?DV7c0c4QVd$`H%feZ(i<|p?Q=;R5U#HX(cIH(Pb-h*r zJV_Olh10mZU-x=^FW&)*cr<_QyHohY)#(v}H=3zGzbB)_8ew z&{^SGuLwhiO0K7tTUytYB=vOTu#46-$pgle85o+p!V0lGnzZne=L`q9V1n!QIc{;v zMV(6i( z3tLz@V#l=8L_Nr*Y!#j~vAZWde3N{;nSf5NR?lK>$EN1u8WpqA#9St~42#iOW6nie zrjEaza2V#2*|o2&k08sE*c*Wj8n{(BF$VE#zEr1RX`B-~o# z)#xvV$0jWm32*_BfI3_0<>C;jv&=zIsT`LNA)AFjFQ=W7441u`cMX0A$aFzfT0KN( zDa;KjadI?50!(wI`4Kl#3oU!%o$NM=RilgK!eBUMt$g&OesorRygDXWVvdn-`yv?| z9o*3#gE;U_f|ped`MOMk7g{2-SuaS)Ha4-vNDn7^o+w%kM-K>YWbLdeRszhlj6@xdJ4RYv)R4s5RH^~G_>NcML2K5_6UUTkU(N4gbxubMk8 znbUF+0sqJ1Z`EE2vB)pF!@{s%2+`U1UsHK_`3H(q;;F9{p`M)n$~LXJ(X56j5vVP@ z3*?gK54x$h&dnZ3kXz4N>3J?5hGY?JiD%Z*jT4pVSMP`gvP*07&ba3f1~(of%NYBs zsd%XK@5U9~NWQ(+3Te@AA63F0Mm=noH#ia=7&uhfSDPkSJ2G2*Ypop(5MLc9^gaMq z?DWbK669r31vO>aPH){I@_Jz{JYk4^R+#@%UT7J`g)HFI&UfFUij>w)u)fEcobiWg zVO+0wjj(6my9wJ@?Z}Lo2|H_{UbcJSH(HmNSVuMR0ccQ&U6Q&q(P}DrucExsW}UMQ zj21Cr?zRb%T(QzrCr0r3`&-4t4Qb%&3;|5x)G-D4c48ThfF*zmY)l$j&ZU^wxYLLn znqPc0#Wa8Z)UVeSuT}`wAKI0q$FU{{87Y{OMnK5xspgW}J!H+%@%Gop^FoW{2{;aL zW9;IOQx+qLDoq36fmH_5c@LFF>e}dIXK=WtE_5I|%;mi=`BGnuU3A!~iz+971*UPc z;BA?x`jj*h zt(pESS-{R7_R=}Y+3LGeEo8Oi=jK@^jM#A)=>!NX3Y0FwHL%l2(k*kZqNyU(*-cdA z%CzdS>+CtTd!793y8v@@OeoJomp(3nj_5wZNO!va?AYF;axMNP?5t5`L<`Z0f?6&= zVHewlZg<`5qdComz+nX0*w&m1cwFexTLf>+*(b4dC<4zohnvNNX~=}`6>D{UKQ zHfkTSYYD1WP}EN&=vYUtNN_u2NUBOm_pO=@nxB|I+F_KZ#J^%|6aR)p9SOn?B!D1< zzu@cbsGmb2#v{Xh=3Y{hnDW71D?)Bxs1wcH$+$@c`J{>B)1wei3n#_C)KDs323ERL z^{tO@9nTAZ^G%v-akDra5tPEBZ~Syw653h}0&0?lW@6ZRI8r}(2}|O8jujH)9M9KV z%OyBz68K?c5DnxLLmYM99DV<8>F}jV!jE*Fe2tJyYli$JH1;W;5N3u1`9RGW-yQaX z7@=wHRQ9lVUI4iDiqSM?KZ@^294Mu`CUlO@)Na)(ZD}2^+dtz{kNKP`o+$qf)q*V0 zy{x-$9k3r0r7GhIEaNKD{z3b_r@4@|;|J%fXI&HPcC>(=)OBcFEi7I|)+SPL=snFZ zU*l=3HG_tT!`8K_jME>_g5&W%S#uCWsg~{c?P|Z&h*(-9vZlPs#H{qzJu!67P$b2D z>|#4rNvVRChWTh=2v8fxobX|<^~~MJUcpWj$ysKNpJX2rz8%@Do#e5cooS9R@+<6x ztXj{r7+S=h#Pu%pbMXx8oh63ifeTPVc9pECt)q7AG-xpB zt|;Nqu9_wf(qyx)J;)lP1LL>ord`A?+psSv%h1(Q1qGC)r;5UaA#OL%G0?ZHB217*z;BjlV^geZBF-BS3~>6Sv|4R0$N{*pQz-m6}QeU zura*W)G-j*!{WTw;o^Bvv0>DPd!nDA#yrJb?g+E<)2w!2>#Fp>o;?Mtix3{R)tqX5 z4x8+^&@i|8UWmu-hh=WZ=-~$n8~wyr{fvA$tloT6x!Fdl$7;~gYxN^5rsT_Z;C2*3 z45e6G?NT^G2c}BasFiXx3dd1T#Iym%lPl`s3KG^dA8mAhF~h_ z8Y8>|b!(Eo#>N(~mtjhc2`4a1?|`=;H{-t|olRZ?!~_3$B6#$*T*CfQhA#sr`#DUN z+m4;}zY+Q@Mn|x)yaU>?xQq>P{+Sb(p*n(9lkxA#ALl9-#EXbkru&HaEWZ(}P#i1n zjc2emFs{Ouf?jrscO!VzxEwD33HL(fFVt|II`~0MJNTKX`kmpu~cP{wwhAA5;<+k^lTVLzoma9TFe$ zB~W9x_!8j3nsOKcGHG`Xab24ptSF9|1exYEDUdkooD0Wc`md!PrwvO!r5_q*`kViM zQ&nYWcHR$>%?gCHECt_OOL3tjRlU>-^`QG?LXt%nvktm z`Ic?}pFpAe2nOQ*Jn_ZGo7+3U%~P;vqWgAeTa9*L@Z;lV0zKTdAr~`5=r`yTPmIet z^)!2G%+mG~)wdZ$E$r}ZJemaMxyresZT2u=hbea}Ay;{BU{hfM*&LIrePrK@$iG=% zgc%^S_%YLWNnZGoWMt6YJ7BDJ!|oqR>|_DXg6WHEV{7x0I%SWK1t@RK>9~AUZoO^; zhMtA@{D}OBuY?kW`u>Fkp{U3260dUTFxHf)-R}Uj`lN}`MN6>d;s?P0cO7tmJEKyq z7Th@}Sb**c4Iwlu^bR0iD_h%n2YeSW5Q~Hui|;<^nJ$lFhstN#D}RoJTP#Qsz;$V<&au;C#?)h z)&~(tcSh=5+EJ#c>l9AAMa_pCc@FvVu0iYitE4eUlDGS+-b7&DD$>?veYg5<8fMRu z=x({p%!|b^NfW<$D_}G#Sue~AU=}HQ#d`+?>n2>6S|K}>BLlczwE#fVjO!kiC|!S% zAECY`y{M!d-dGOak|~{gr;%eot0|8XwiD~y-Cz%5g(Di$QDyQ!Nq`F!vzMlP=WQLQJGXZlCxm$lD)a@V% z3kE6ucK}MPqVO;xBGJihI`2JU`icY!ZpxyEaX3*hql|*?Xb_DDSS3Eu5w%UP>T@fZ zy6P31GVZps-k_hI)h_0xu#-0Yh(*+|fME6|?YWeUG}(X{yEj_%J&%l4mCE_UIFo(M z%@LdQ$x9|{hOn({PwAy?=zqqVuv#4FN8pPB`gooy#0*l=a5;gEtEq2fTdJ@wLBNp0>vuX>PZZoEDA|(yaX4(qxMWfanaWkFCUFhoUGLfUS$%7eX zkY};6h!Q|dx_mBW%vPVMWg0Ik&HK~>C}&|tiTEc-5nt@gJ&LF`h+g_mm=G-Q6Ur4vD1ZJqev;7)aSqB7br5Yl z$~4VteTd#pn&L1HP;9u3tMMs?0?s;{a&c$j#%@7(l@0ag7}=2GH|yw8IDD>PG?sx9 z8L^a-Th=0t7!~dVTKK%emlG6hBfeNZ7F}=uy!iB3s3lWwM>lu%5EJ$1$vU*>x47S` zwJt)Q_oxnxy?*OOhNSH~K$ueT#eTYfGMxofLR93n)u5)}`rCAdss>uyiT|1>CdswY zvp|w4%ie_Rs!^BO0LQiYpmNy#8*kp;;Zl-Ni z>-nz%)eZ;fOz}|A+yUa?`yZD=^hx&bg9T>JUh)Elhh9+YG$kr)P&!cB@#M^%u5l+% z!iBUJ%eVeZv4qebIx!l7nHIre2r~qCR?7^7ZF9xvz6^ut5^XY+xQ zz^9=((9*$_Mu)4n&tEuX5-L?YXcpY+34FM;Q7VgXZJwF0(~YMP=11-e|Jc{V))v- zTwcs+U#smtxUFhC(01{y;p;^5JNgq8Y3*mK5yoCL ziw9@*x)a21$xA+*bR=ja`hdj?#8*VIH^jwELf>1Me$(`AAU3!?Q2FTR0-gWdCg3O+ z1*0$NZz3I@kAEa>jL=;3X;ZOx+ePa7)l|9|AB4kr=pEF@V!sHP*D#h= z3HNXw(Z+tLE5lMhnlhbOgYYab9Q;)BN6;o}7yAgdpGjJq9lH9hv7eXPF=~RG*1>sN z(3A3eO%b0E+Bz@!wy+omf>`G1uVd7px$NDLs#8?7(f?N4TgF5dwcEOdI~4BTH16*1 z-dN!UG&JsRjk`6jjk~+MHtr6MySw-0+k4-0?n%zyo6OXDld7yrW-_zpe8(8iG94#@ zE$aaxpRyPj)zn4LC+;;*-~0D7>g~T|SFZ|TjH7;QIyh0m7=B*#z0W84g%3i(sM5B6 zby$@2GwNxRw?YCd$ab_a}u-nb$dclSC{ytN@~wx|IGX zq9Oia%q2jn7NF(I()bf2pwpR7V>OR6QGENDr7&;(S_)ZY)fxWpFxYoy8@NEWlFA#R z+l{dZLz;fO4bT8RnjSkzHKN;3Q9g{MyQN$@mCmiP7DOxBXm)yH5EQkWEUlNkA1O9L0w2cXfH zGx%*ccueec1;XH@Xv{y@*l;3KAkm)G*%M(HJBSL?`@9Tas=^Vzv_!nxC#6+I9L-bcOOdHo9RE(Qv-x}H1N>RWFGf~ z66FWguD?j39J=T8iEn)Pgckm_b7a?kHtU`WT--V3RJ9~KR~W||fl|gw3e|rDxDmC?(mEM01#t2qq?Q; zWA`NWSspoVH`|lX;^*=UDPxTAG)(7V(|4#2v9dZ7SYMbyggqi$YDUkpCeH%9bUU8e z1@!Js0%SmhMqg#T@q#=p&Dz{MZTP;dhys4`h*Jyfhs=!|>go&1xX!=hA3g5#)@|2I z%g^cdPrjN|-?ea_N@s2RH!)*Q?_%E6ZaM5NQfY$DlFy0rO)aQ5s6(97VVAqQ4_>;(uK__jez*{UJGv zB?zMAz!?ti<38rQl@eg2`RZ|0P^72rQ*dFWY!7#ZhKbB!pM~QY$qd0A$?@A@6Yqw| zf?A#T#A}VOFJ%~9s80Y@(wQ(j35oujgw={+7&3j2w%V>mkfHqO@&W3#^O9_*C{vz+ zw_Yul3hMOVEt@F!->M^MvSRDRhmt)fcW>M8vm7TLVEqh(GR~gO$=iToNPYyxj$e}$ zi%1;EuBf0*6k|8ZyX!x%Cs~-SNgTGEEvIKf^#wGykysq^9mGvCbGhf^R;i0>dF8l# zMOU-m>27rFtFqBy*{7dPxOcp%lxb>xf3_wZQQ{wRKc{qh57ij2d8CKX>f|v!Prr|g z2$e;X#0N_DSduGqX{`4zRUGq&#PGHECgWhb^b5D0`~(f4NrfTqC4vE21(p0Az)20m zD9rQRi@~6E!5?Y(XjNEsfy52jXqewq94`<_(Mw=++sBK^Z>3hgt8irV(|pNEe(hD1 ztKvc9_U``n&fdOh!TIA;WHn4giuo{Of36CuPI1wy=j-5zP5wzx42o>TpSw%c5(olo z4^bXtSPIWLVXwW>OvIJhG%RVqouStnFXqsbS(JDv3R_&@b>IcjBA*wu_Y3|549<9l zc5icQE=|WIM6sqj==)GbUNep~$b6qGJ@{7e26K%RtAZ`>VE_%4iFuB6--(GJ0RGO#xQn(tMD!txsMsyJo??xjoiSR@JVKdA-Z?Pf)9yPhQb|Sf=dS3d zS<)kh87BTE__wv6V3Sd7Io#C@#Mgvk(?J|G>k6;Co9DLQcsy{|`<(yc8@dKWZkOxB zH)6^C*7l``lFCZl5P`;5j^>vQm4EMI3xd zn^qdg-SZepjeO?em(H==MYY05pd-g#!aYg}_LRiq$cSSdIXlFBI;B-FT&B3ciTa@3 zcm>lf4A>2diZGF!2${(XCUd+Et-&FhBNQ2LXMS*@iYUAI_R?vnybA#`cWrEqyD3gGqIP($UxUziBCR&T1RFXRUf0$@Xci9>d2 zKeRhRd9U0`-c%R^(jE%*tW5s^c%2ANT7 zD)SnC^bwy{Xq-uX$Y_%mPT$y4~ zB|adgc={gz@`My5a_nQQbh{qd4RQ964E6oPOELvg9}U4+kc%v@nvohQWrvfFjiP3` zv4pF6n@AT%c1f5u_zMLggY_v5D_cl0fi#NM30vn+wwho&Q>>W9$7JMsm)Eh|lucvR zoYF+*9EkDE!3ES&q7(%+{=?>i=hLkX85x{R`xuK@SmdXK z{l?7k`&-eAd~y`~Ic4GP+LW6*s~-jDDrcDRLp+4{XnqhHv`S7~n4=m?N>@@^cNz|R z@-kEwzi*|X*IEU??NNbqv@3OnJGg^&D+xy_QD;=TdC#!JZ0}dRt6C=O`e+*}Uo&Co zH6hs+imrJtG6*f*G*5^dOiQ6=95iZL)F9e9_v~i{j19z0XOHJ2k(Brb{up}s7SwBo zT+Kp>2~giAaL1{8%|$_#am9^VLVl$|9F+53U+32;n7W}vO031mrGO}&o(m~0J`tICz+CkRrspt00t zdiIXc`?)RG?INx&j3-i?N5?oVd5*EJ&z@sP&*_EWF?LRE{PC-oYqP#X_LRtYi(ray z?>gpWdz(BJPhcym`gLFd&AFWBFZr(Ft#vjQ&oL^5H+oSgP1R)?&*`cU6PCA(t%q!= zAvQ52Km!+vyuo%>r97n-jeXBlIJh||vayt)I{p>vSERYF@IE4*0~4+;|{u}5GAYetGRAu@^u&@b7Aer zPm!qlKxLJrt8OuFA>Udmy|JN+87b;A@6lB`Pbh{h>WY@+vD0eYTFf*xaoknnW!G5z zM84H!`w6ynTfre1Y-D6cuCy8d8@IrU{$Bjk-+KjdgZ$=l{{ZszWkpiqww}cL2dtp) z^NOZrGa6?b+e`yh;-V)ERSt6JY=P@@2`~q45I-K70jlhiM#1T|r#~^X3one`1nB&H zi%*FxdEV+RQw{)Je-B~vGs~cQiBczFq!HXtRzSF6g=>8r!MN3!4HQ6-3cux*@Bf-G4a+3g9IK)iig>1;DW zMp_cWbHHbn#rD$*0i|hVD2aj9N}U!M2o43Ml9NBS=nU?rW+5kM!$b+_JWNBvqk9iC z3XQ4>s`~J);1X@TtS2N~tyWUK^IcbQAdcS+51K_~I3jhM+=^O6B+M=(GgxE`Ar}gh zg$s6|O?DfvX_I0pj<$kFI*E~bnY3#oRYUl4&o*@B?N{blM*cuh-3=&Ol8ZaS zWSP&)#OG@hGpdCziL6W9z^g);flV4TX4jk5bkfp5+C!EtVF=Ort(;T?PvTO{6;(S5 z#hB_hj}+Q%U@**Y$pc%MEldB(UB|ux$yPPoEa?oXUkrgu;ZYbRP1;~1<7A{9rS^)M zeicZ**=p$9pF6p^R9wMB+wMTK02-;!E|qm6itR4~S^~M2Mk?z7ss4&zq8S!o*mxM8 zFNnQ#qNUWSLAb6m8|e=*7_b-+*hgy#vp=8xKXV@c1$z9iFd;CGDY}F#0RDfCxt_sn zpU1yGgQSADe?JEWUEt2{yU>B;>(pk$oV@Vm3vED#m15!V=vfC1CHp8SD{P1z$JRiY znZsF-?0u3;*|4Fxs+@?P80zbQjWV=w9HeSODovzBLvP=t#)-0r)0b6-g<^vaIwz2G zO`giOJc`Q52%0u}!f`5{0RdOE0fAmo3wM0ya5rKTvnWbD z{9Fx`2p9Dd?}k4E(^AzI*)B$1q-`Ur3Ic!s0fv7(w>U?=d7&o#o>ekDE4k+ zsW>(gAoZLef;Mg6be9XvBmWkZY8S>$DHYL}XVjy)IeFEEvi$Q3==-|W|9I)^$?gBC z^-!aKYCN9^E?B7lk$M3Ct@RiIRULli&iL0}k@aq~{8!TEKRHcc!NbqLhp|xoW)m4) z)+_b@b1|yW@n#|%I9Hng?}0j~MERh!^oQT@%ei+#C&z%wu0~O>6wQ#Tomd})+NYA z!U!saQR>>dTf$O1`2iNkQzy`If~bc|?RaGya!%t>1of1b%iPL{OXJ0X7~ye45Nm-?fg$*rHqNos)Ev8E36^?W2GSP?ONGc}R{yZL6DSc6> z23-)y3((MMCxfA6mcrJ@?0$oL;{!PDoos3V9&c~G?v&8rmQ-NUbG>fPhTVWmA@@{r%9Eb3#&Aw5*>2CPxb2vC4X zmb&AGX`!-vziV~5lK`k_q$+bBDn(b7?m^+@(iJ)T2RpqV$Hazp^l2sfzCSSz@2eZY zc+cr)^go-8DpXg^R~QD&<*Gn>>t550flTmtV%7d5L!96hvPKR(4iuTg3W^?gsp zFT8IrakaUkdmCM$jw zI~J6){A3o)>~)D2-}$|E`J=;o{J>45Q`$oS8wOqC*QuZL4x-lZ7+2u~E{R3N58A+R z5EMpD9+=OEBA7Q2-hlSg`tyT`zJ`QFi+(YVv4qpFD0c5BV^XZ&~8tf||DMUgWtBX^^MSi*!|P3RCLMw zfA!|pUj6qH|4*zGc=hx0-|T5k#JIx&_v)kGbk{w* zE7J42ON=d;he;VY;R~M3&qMS%Z9Cl1n(;VwFEJOqyW$??O@)2rzt=lfX()-_rhL%%=Ax?=PE z6|{`KT$oPK>Ub!VyknTzrf?ur#&-*5G7pmuhTq?pkfcx0J#s4v9lZ$&c}Vj9pp_@u zOi1v;L$}**dVQ^7{}O(^-!_tC_97TcRzikPthSCSmbLaUOhlL7sUU@qevAArE09ST~8)qAGykNB{EY z9!SQJRT}wI?M~{BiR|L>`R(=NwiAaoS%^@kDn$WLz7KCd)FbO3VDq3fM$Tu++D~+i zYOlM+_FXr#vGvO9k0q{!t?j=r>zULXvog# ztCbPg7I=fE?GbiD=F@)+RfR!K>Cn-RXFnOx1K(Eig^Q!Ew@>C66DXny|epB8~WHFevR0Q3&t45 z(z3wR-@n!O=(y_5f@^^XNc-+6(sE&y2q~v625Z~35Gf|&%#-Q!ehN4wwjuXFhom7e z1Fd6Y!ZVlKPsWcoZzRIypR0)GKemWZU&QAU`X3(k|7nYuxw_s4lKpQ}1W-m|%)i&3 zQ}raxpSF$AZE%5!a)B$N$Z5TgvG=c;WzsK(*OV41+b=5z^h*+7G`Dq!fei0nxOHE|4WHu9kyI~ zSN0NI#ET02cEAcv&q1tSUs0=xgr=uZvQ!-ax{_j6|09d)`aRHQjr>qIUqz0y4*ufX zGz0w4r*HpzKlQ&hR{ve}0s}9iZnO^)j`|>DNv-p9&uNb2_%LFEpmIM8XDVU@X))F5 z#Q#e{K@1ODB2R%t8;3NBYNV1@SU$%nPGr*oG5zp=`}zOvPVk{(+N!@Hony&+B0Cu` z)KbxZBQ5@lg!>Kyg<~4uA5*`ccRUONe780YF%HEE^4Pg6DGpM}O)Sa;)0aUb!(?{; zg=mV}YG;H5W8ntkDaG{o$Wfkp`H8;epkNgF8#p07w-Egelq-YW+J_0 zZ~s(#WB#A-KFKV-A9;C^CdI!sB}2F6(iqdf=k3P>jA)f6srdc@4E}%lpb)N}?;u3J z?#ClEiL4{4JclWYML%+|t+ue-q($k>(}Zrc+;2SJMw4gim^u_Dec2wq$&P(feJkGi zDf^T?>q~u?9sYK>`wu|iT8gwtWA5BGxi9MG(d+jjU!0uSIJ%&`EsXhEJs=$a5_Tr= z5&pik^V8+&Q@_U@7&9FFPo2HtOMUZs6Y3p=m%pVSYM(RY``Z9trsKNj|lo_?rUc8)uSJ;aF@xO-TKT=J9p^z1|hSf&?-~p=fYNU6`wcSagrdiRu>7@HjgNL(c?HyN;ofcfqz@<&&@=g0oSa4?Wr@u1j%cy-c7wlD9Orpkw zMdK7FgNtRwN_@5TZt5w7Dh{}Yd6QskL~}6nFsldsayu=jJfPY^9#viz7cHMkM}3AS zE73^OF%%bN`%;5>6R+jY`?c4Ljx^27_{I!>_8(vlFm#13u=0K%W_)>AK_LS|r@58s zI;-^<|BNEYY1Y%yVEb2R65P^it_h#z@Sg)nf}G7TXl=&uU9b@%$!A3PhYklaNHSg` z?KV^9pTU0qNt9DZUv(PG7$3$1ZXosX*0|<5Xk2+8{n`*p^l@MiXkV~a#`iD zRsM=PEK*R4F1GgsDZ;R4T&zpM?yS@cn?vV!&Z+Wx1cSHCAWnIJrklXB!Ak->xB~Hj zDRgNSR?A5Z?9=N(B@hGl9?eTRG{+XRxZ44O<21yPG)1Q|Pw6y+=^x_iK6+k-7b-T!Y*M=8*x@VmCtcS1V zfO)70G!R_E>^D=Bnu1$ePzib9IU{~I@FYKh_LzOe+)#W6va&}Js^4+?Tx%K_WimS4 zNu}b^6mPznSV_M~uWdk?BlbSLv5K&Ga}mDr**#*WCo7dM0byBDN0`TejE-4A03$_y*Lg^d*4plC|S#r~Qho9E&>wVs4 zXoZO8`56&qMtv(Wf2+BnKv&(oTaN3ITpAOkxknb=L*gy*fhkYeY`~N6HD5t(p>e%( zM{VyZ5Zc0&kU|tDBDPW;*&vsrk#JJ0u}Dh0QE-|&jCvVL1Af%PYu%eInFU>jyX4fR zk?s*|z>k-+@v{d9v*^dM0F|3631BAEX&TnD0?uKlur{kDilD%6?dJJ3-=p}Nf3Tk7 zp{&_z<@ad}!!MmwS554zT zxw;gyS)m&NpCCX^;EcsqZbM$9CN_eyxF)-a} zMMJ$=AV!wz8}wnTJ7_mV;46{RyWKC~-lk1*>PUg_zu15r3`{AJE;x%_^_#za$Uccy z9iq`HU}Bq8Sh?ZGql!*C%&~#Bh&|~mTg8~sll7BZ*ed`AQ^boP0x{)g7?-NZr1hjh z-Eksa+0H^zX&kYs1L}L;l~9eiO_B(q#x9Gzp7vV|Mc9|-DM3!?JsuTYz_|u2N%Ev$ zY6uEMn%GNU7kH!W+gviQhdV1r&{&-D_MGS`Fh~vHC}akYtu+LMY{OvOQHMz2AT(-X zzR;*ggA0gJ6f%_@hit&62maX)p!#zGPQFmLHuB!LS(pCAxnZmx-a}w2h$hyD87w@= z?UXaF05z}A<#M}Fa{4Pf$%3HsTHw}INGB*566-KHQ#s?PkmXu?^C2pF@cC_C5%P=Ew2o; zO$Up|nL0ypSAh*RuAxCw4N#>Oj6_^x9~iC8Nx+7nTyW*#B2zIV(TjGrQ$#mFqOo_2 zn8{-+L~pU=obS=t&+W&HM5Z4ZV6ztFpYSB{V=Z2D=&}F|?r^uJsYZ_g6fzCdb(s)6 zbVjmn{n5827_y8FBSQSeGg<^b$cl;>2}R<&i{@W%A+SqLP;Uv`F`+9!Lkc4lKhz97 zPHgoTynPNfF}U!@WC4B)4QRVXz@0!Dj3}EVd@5*MZzcbRk{Y0blLE0ZbIO=z7T#g8 zchcWO2Ubdx>uXTl*wBCIex`*xb{63gkYv<{PF)Erza&L@3$85N@9D`!h=`w{wdgUA zy4F9mgh^g=7OjyGag5XjweTnFrbc!nS7@>5p?a3yBf~f{M&|s$tB_m%(`(u)GMpHk z#{tknUtOK2*&=@V-O&RdADt~&{Hf2NairYL%)-4?9mSNRITcjaF`xefeB0>fgR(ZY zmBntXSmRXvjz`feT9wGRK6$eA8D#+IxsIc8YvlN64bNn!I^z+18TlRM*&75?R29@g zLtikwPDh2aEK#!;i5-!HxDs?tdlT!4QC%5*XPk#oLeidaW_p(xeoJc42C+xTT;dFa zI&QcZQ$(i=(3pX)!gbkg^%4acu|}R{TTj=<8mW6lwV2RLeHHV#B+1*|&I}0K$K`o} zc}X4b5w~a8w6b{!*CA{~GB~R-Xsp%1Uji{)?F?w$Qo!E<079@~sv0t2iG|d?An08h zgVoI<0ry`mkMk-VWj8kWYDa@K6d$ECwtvY7hG(N&Mq9^9f}trawp^rJG3|>=W9M?o z)c4iABRg8l-9Y0ovMyy|YK2c>AZ@oF4v1xCt|$+i<`GfCS%Qf2z47^t+?I0?CT{6! zD8_5FY`6mmz3SBrGBiu|6jMO@N)wG#F)CxHM|j+|tWH$c>4M?9Kse z1n9zn79=-C1ku>30PU~Q=5Kcoa)Ih=f{cjQb4e%z^1R+JVyz=elBi zMQ5RttU=LPb-bmyS;-_LUIb&`+>ob~y+}n@Bsck)jy?G8KVoCyqqGjjmv-EY_cY}U zniJV$lPYF-7hg#hn#ENf(d?g+b|rkw9qtSskK=TmOg0>Elg8uq{A5)& zV4TeQB5MWUW2ecpAba)$%b<9->{KhzC=rOw_R&k>S3|d~YniL<$?QwO#Nl!3 zFYU&swpKxzKCl<$j>}i`X=5-hyU1KcCpi%3gQux3{cBJDGm{l{U0}TYtpq#$MNE>* zky62HOzW$o!1g*OQ=Lq<$N=A1RFN*WI=5#;vE{PxSrAM*K?Dx%UAPtWRwD zJ7B(AR?Yfj+U$P-6&s`71KM=`+B@;?avbN`0s*OO>tJb(R}u<;QljKzWPrV7MWdN_ zvkgqeSKT9;QQq=LIf%DsG(@ExOZz)+VYdL+?7KpOpXLb2it43Z**J1#KxX>_3O&n z1F=$uB?^IRU=&t^ZbmQwDMO$!^731zrcNQu?o@;Gc%nW|;#l!->TDMJivt7f+?JON z-3>kogbXSN*=$$74@{?o2}A!y0u7ONz3Sv;KY(bcQk|HXk#N{;lE_a7j!W6^fu zwLVAyZ4FS=by;Hk*`Ra^gUe>|m6_E3`|PmDy348JRgQS@-i|UemUXfjvs?7u zOTnS4*lbB1;@~NE!N}1jH+WGWBNL5!(v}`_y3@aeo@cYwueouzpvxYTf`Hc2-D_Nk zV)5+nMHtuA{>dQtV=OHa?%CXIZbt1Y4fpXqPaB2b&R4zMrXxE9?kskm$++ro7w0qF ze&U{>7+n4HEVGHwXKQci#CK))h18lGhF>^buK)H0JwN59JJo^H8R3(dNqvD z*t8w)0SKZrdZn^f%{9_Y>!$N5R=lpa%n{W3kJ3A)x$=@;Q0D~XC(?i11xa%#SHySd zcxnFuLif^zy*|j+sBbGY9tNKY*y?7?^5 z%^=~cWO3R*fKk}sSDfx>k^Fu9G!yZ3eoVlKZ@#Rp44RQ2&|KHxmsA(FAe~hRuj-Fy z$bJ<##P`r+boVLqmlA7a58pqCx*xfhLR2|Sg(L$C>04Nbi{pP-7i0Ur_c=CysAv|h ziC*8+m{(wc4MAki@(ygPUZ~t6WI7gBYUrgb!b=h%MA2f~`-pjqhx>N}>nYZe13--W%_17a z;o2OC%T^kNAc0@*lZ1NO7_pcHKRoPd5RJf)u z{zcFzTn{CzpuDv+Is&@JGDrjx+P5(x(zw{IWGxFEML`YBQ+cJ{5Z_9E{iopa%J?Qx znyW^JGDnc-Ly)J45s1yjqy3Z#7O<@dQt8(hCqv&CNybq!{4+c-mC5rr=_v-62;OcH zEsU|KQT|A>0HA3y!Nk+N5#bYJnpPD#W^$t5F`pYtc299!3}>|=l%LUy7z?$4P?Gdv zWX_-01J_21j{S8BVggr^XsC^Io{W@iP--@1Vc#=GK!OiDRgjprNVgi)%caNGSdZkc zwWE>k(gk=M5Mf|zLtDoH0wEhS92!1(sJp*SNY-d$;h1|lcFrS59Ur4;-F_cHah2@w z1aL&87MaIRJThjAdgGQPn$_AYI!Dv0YwA5q*>ai8*05a3y7iXOXP5VMrvmJ;$m*@J z$(nMyYHEU;c_eU+qTaU#s>IqTA8Brl@lj7l7?=8(s0J0mgC#L3a6!UIw}go+84Kq) z?BZcJqQoqalKi?|nM&ryLd2>N4hA`m+a5Mqf?O=gU;eozZ6Ypl+4cV%@G zYOhq~e{Om-hMNn*gAZ{4hRH&g5EenAnqr;xIdB7tVtOhPArK>R5Lkzv^k+%6Q=q;{ z>C?oncM0JPB?#wCLE>NEB`#o=+=){qV2~iDlbDIg$l!&(vI!e&REH9itD($~1;ux; zBXRlxwwR&+cnFUKL$t6kMzD|f<13J#q%ZtQtl1=QB_?)@(_=_2wEkp`&^Iv9KzW;3 zAbat6i@^5Su*Am%5>H@r$xu>9<=9Kw3pcSvnwkk}qOi`Glyjoi=1rsE4z4VqR3hDulJ=HK&CzyFnW#iOR7shL2- z=%o>!s#P?soO)N33ncd&QVGh0hqkG~ znLC5tf}YDpClwSl3Sli5%c*M-v5v(VmaveobazDA|`_u9X>L`GKq6DcywPGON_ zyeRF{zNX%~ENN_ksX+BAqT@d|(6d(4qcT^A`L}fFME6pvd;O`+{6*Teb9&rw{RrQf z45k;3g`n{?oaklgm0+n*n_1ST&C+AR_g}EOAp;qabi>V(BK3M0RqZNyB@b|*BrS;c z+rT?1>}z0D6|4mWZtZ)lW=3pqyEjHM620E0uX;i6OvN8SuFE>?FH09>;W@1W|#y~b??}6Hk(@#shElj8SXj$kNBkN?r_sk z;jcg0&R$y>LyIUDWvHwg_pQAob+vYk9lLI34764q(Yss1Eg`Y=(*0VWS(Xn~H*ky% zGW~*u3v8?#d#X^gjOhk7;3>a5`|jB&k2`Wf9q5&8F*I?(+Gb6^Nm^#Q zMN0I1yQ9EUwQQ7$OcWMgI;DY<{93`{u3WKV^TYA|D1hv_S;M?2IkNyAXsG5)V}N>1 zL1bncY9G1dl?YK_{i$?r<+Vm>$PX*Ce9_g>HAq3Z4I+yiVnqTmYG1`ELaDuXmYB*fegzg=LURDZO0 zy@fI7>nZsWnTL_W0UH^H>*S!KZ*1X_zoQ0*35t|78hOrgf$B37$d>4;3`~CO*~&3y z{`3LJg1LUAZ88XjxkgH|2h(PbOKSaav`$;x?XGQKg4narm^B3ihudS*V0pB<1qD~O zKDP$G4_GplHcC~>*Ib0IUcq<|Sjo|9%#PpPhq`Bi2Wp#0R4Y}lCmQ8@8yD~3omiz zx|(<4m}nAq2hfRmR>Vu;<6u|mpDg~#qr*G;Zie{pRAB77+*_4Fpz(-ToHQQ<)r<2E zYMoQU4g?=FzWVgtU^v=>bw;CD(zd6 z2Wu4-xB<+lG#l=bmeFZt+X8Vx{%h;)mert?C@u7~ya>XHvA)@W<+Em|uPwOzomKUV z*juSkKNzN(miIMI@o;dhSQiGUf!H}ss)vvRkp(TiKKv4=mC$laKU7AZ%xUafCqx-B z&TC&yBBwc-Dv5AgzKq-BR4?F*Nqc1Bopvpu?wn{Y@IeI5YUcDzqg}Q%pQ{;)_?lF# z__mB))6mo3zKI2AYPdkt9~sBY@jxwVG}rHu4^dN*E}bHYsW}QK2w_lU<+ThAcw1(n z3^deywv&5_)cMhLKekGV4*p)yaV6k=PHwDFaDPX1s5Tg)g2O+iRXAr;%TOl5^YA^7 zaJwWr|3_wBhJQ^{;7iy`Fc0}So4!GssOUo~kYCj-Crv;24Y`0CXVbr{0FU0f#q~8d zcf7!MlTC+OX*Td_*N9<9dzFGc2I`D}svJV5lDS^FfbLoStE8%nM$HnxGu{DMR2116 zeo@qBF?0-CTa32OuT>^|!6)gS_C6Y3Ve9=$9>nPRK=Rc5>0GAFkJG;{UZv!Hf*TaP zbG^l;%WvP<-@n|^b&Zz7OeMK{lV_5mZ-7tXmaD8jz#NbB1gDG2EP2@09^xqGPDpWi zu6mdjuO~5;0=96*KqPRY~pU(0R0i%dW7PCM@2+6U4Bt8sZhY}zZkHv6_lqfTGs`sTH@iLagB_B3WWC(#u$``#$mg! zJ(9HA;MNs!4(@7Z5HHo03np>w+z%j~PcLxSAYtM)3r9S0>9wa1h>ej~WJ@y``o-I49hLgcZ zgrJ%=T$_~0;G;cnDanjFy3&St1H`0xfO*wiq6rR_+<+>~qS@!$;jGfHuu(T%9EP{JEQ_i6HLY_P;~wf9omz_*OZ~eWcI}?xp%)%6n=STEyrfbgDIg*BW<_kzw<(j46a-{kI zavrfl_Gk!wm9DixYnDF|zkzs%5S$b|06=mz93SiOQ@>7Nkyni};P#%8D*fwW+uE^Q zlBW3C!c6Wgp;)++Ga}^|I!psO`-G6C`u;sZf^&*E)zVUx3N-9TteY*Zp!jw`hXkK1 z01hMI6Fcyc`oboa$-Qm_JZOj73QP22{q{Eb8R=-I)28BRjjLYTX)_b zU1jLlJ(ySdOKHyo`BxQd?^{)URX(_;LusJ2&u9*=%T#>tPmEvwvS$ZmxXeRf|L+=bW&I{xtI0WYF*Uzh0{eK9 zHQ~9J>`UnBK{D$N7+0fT3akboF?%XW1mu()3WIVXkN5UMCFk5ZOIj+`w~Neb+fx|F zT06wT9mXA}L?)xkJ2+;fdFc**{y;9d#r>6<3BxyL*>^T~%S#TNFF9bW1<8l+!WZYsCY|2?vsZO3u)ZeOk;3_#lS;rV_hR7~&t{R=U zoyKVwoOuP8bTmkn=ht)pS5`^^5aP45v9IM|v(-}aeOdK65k1M@($$75@o@PO9;(|l5UrqPd zv%15QLKF0PpW*=zC3yE)H!aHRD1+b%CIv{g@Lft^c zD8WCTQw`K`Da*p8~WryEm!#gctdNy2L+OkCVC|1Gr*@H!-h# zpY7OyhR^A?!>_&201l#@w}lC7<{w9Q_}l|MNXMA5(8` M#LAg3+5cAlANY*Z761SM diff --git a/doc/tutorials/features2d/trackingmotion/harris_detector/harris_detector.rst b/doc/tutorials/features2d/trackingmotion/harris_detector/harris_detector.rst index de849c74f7..63e35b26c3 100644 --- a/doc/tutorials/features2d/trackingmotion/harris_detector/harris_detector.rst +++ b/doc/tutorials/features2d/trackingmotion/harris_detector/harris_detector.rst @@ -6,15 +6,46 @@ Harris corner detector Goal ===== -In this tutorial you will learn how to: +In this tutorial you will learn: .. container:: enumeratevisibleitemswithsquare + * What features are and why they are important * Use the function :corner_harris:`cornerHarris <>` to detect corners using the Harris-Stephens method. Theory ====== +What is a feature? +------------------- + +.. container:: enumeratevisibleitemswithsquare + + * In computer vision, usually we need to find matching points between different frames of an environment. Why? If we know how two images relate to each other, we can use *both* images to extract information of them. + + * When we say **matching points** we are referring, in a general sense, to *characteristics* in the scene that we can recognize easily. We call these characteristics **features**. + + * **So, what characteristics should a feature have?** + + * It must be *uniquely recognizable* + + +Types of Image Features +------------------------ + +To mention a few: + +.. container:: enumeratevisibleitemswithsquare + + * Edges + * Corner (also known as interest points) + * Blobs (also known as regions of interest ) + +In this tutorial we will study the *corner* features, specifically. + +Why is a corner so special? +---------------------------- + Code ==== diff --git a/doc/tutorials/gpu/gpu-basics-similarity/gpu-basics-similarity.rst b/doc/tutorials/gpu/gpu-basics-similarity/gpu-basics-similarity.rst new file mode 100644 index 0000000000..04ce2b2d77 --- /dev/null +++ b/doc/tutorials/gpu/gpu-basics-similarity/gpu-basics-similarity.rst @@ -0,0 +1 @@ +.. _gpuBasicsSimilarity: Similarity check (PNSR and SSIM) on the GPU ******************************************* Goal ==== In the :ref:`videoInputPSNRMSSIM` tutorial I already presented the PSNR and SSIM methods for checking the similarity between the two images. And as you could see there performing these takes quite some time, especially in the case of the SSIM. However, if the performance numbers of an OpenCV implementation for the CPU do not satisfy you and you happen to have an NVidia CUDA GPU device in your system all is not lost. You may try to port or write your algorithm for the video card. This tutorial will give a good grasp on how to approach coding by using the GPU module of OpenCV. As a prerequisite you should already know how to handle the core, highgui and imgproc modules. So, our goals are: .. container:: enumeratevisibleitemswithsquare + What's different compared to the CPU? + Create the GPU code for the PSNR and SSIM + Optimize the code for maximal performance The source code =============== You may also find the source code and these video file in the :file:`samples/cpp/tutorial_code/gpu/gpu-basics-similarity/gpu-basics-similarity` folder of the OpenCV source library or :download:`download it from here <../../../../samples/cpp/tutorial_code/gpu/gpu-basics-similarity/gpu-basics-similarity.cpp>`. The full source code is quite long (due to the controlling of the application via the command line arguments and performance measurement). Therefore, to avoid cluttering up these sections with those you'll find here only the functions itself. The PSNR returns a float number, that if the two inputs are similar between 30 and 50 (higher is better). .. literalinclude:: ../../../../samples/cpp/tutorial_code/gpu/gpu-basics-similarity/gpu-basics-similarity.cpp :language: cpp :linenos: :tab-width: 4 :lines: 165-210, 18-23, 210-235 The SSIM returns the MSSIM of the images. This is too a float number between zero and one (higher is better), however we have one for each channel. Therefore, we return a *Scalar* OpenCV data structure: .. literalinclude:: ../../../../samples/cpp/tutorial_code/gpu/gpu-basics-similarity/gpu-basics-similarity.cpp :language: cpp :linenos: :tab-width: 4 :lines: 235-355, 26-42, 357- How to do it? - The GPU ======================= Now as you can see we have three types of functions for each operation. One for the CPU and two for the GPU. The reason I made two for the GPU is too illustrate that often simple porting your CPU to GPU will actually make it slower. If you want some performance gain you will need to remember a few rules, whose I'm going to detail later on. The development of the GPU module was made so that it resembles as much as possible its CPU counterpart. This is to make porting easy. The first thing you need to do before writing any code is to link the GPU module to your project, and include the header file for the module. All the functions and data structures of the GPU are in a *gpu* sub namespace of the *cv* namespace. You may add this to the default one via the *use namespace* keyword, or mark it everywhere explicitly via the cv:: to avoid confusion. I'll do the later. .. code-block:: cpp #include // GPU structures and methods GPU stands for **g**\ raphics **p**\ rocessing **u**\ nit. It was originally build to render graphical scenes. These scenes somehow build on a lot of data. Nevertheless, these aren't all dependent one from another in a sequential way and as it is possible a parallel processing of them. Due to this a GPU will contain multiple smaller processing units. These aren't the state of the art processors and on a one on one test with a CPU it will fall behind. However, its strength lies in its numbers. In the last years there has been an increasing trend to harvest these massive parallel powers of the GPU in non-graphical scene rendering too. This gave birth to the general-purpose computation on graphics processing units (GPGPU). The GPU has its own memory. When you read data from the hard drive with OpenCV into a *Mat* object that takes place in your systems memory. The CPU works somehow directly on this (via its cache), however the GPU cannot. He has too transferred the information he will use for calculations from the system memory to its own. This is done via an upload process and takes time. In the end the result will have to be downloaded back to your system memory for your CPU to see it and use it. Porting small functions to GPU is not recommended as the upload/download time will be larger than the amount you gain by a parallel execution. *Mat* objects are stored **only** in the system memory (or the CPU cache). For getting an OpenCV matrix to the GPU you'll need to use its GPU counterpart :gpudatastructure:`GpuMat `. It works similar to the *Mat* with a 2D only limitation and no reference returning for its functions (cannot mix GPU references with CPU ones). To upload a *Mat* object to the *GPU* you need to call the *upload* function after creating an instance of the class. To download you may use simple assignment to a *Mat* object or use the *download* function. .. code-block:: cpp Mat I1; // Main memory item - read image into with imread for example gpu::GpuMat gI; // GPU matrix - for now empty gI1.upload(I1); // Upload a data from the system memory to the GPU memory I1 = gI1; // Download, gI1.download(I1) will work too Once you have your data up in the GPU memory you may call GPU enabled functions of OpenCV. Most of the functions keep the same name just as on the CPU, with the difference that they only accept *GpuMat* inputs. A full list of these you will find in the documentation: `online here `_ or the OpenCV reference manual that comes with the source code. Another thing to keep in mind is that not for all channel numbers you can make efficient algorithms on the GPU. Generally, I found that the input images for the GPU images need to be either one or four channel ones and one of the char or float type for the item sizes. No double support on the GPU, sorry. Passing other types of objects for some functions will result in an exception thrown, and an error message on the error output. The documentation details in most of the places the types accepted for the inputs. If you have three channel images as an input you can do two things: either adds a new channel (and use char elements) or split up the image and call the function for each image. The first one isn't really recommended as you waste memory. For some functions, where the position of the elements (neighbor items) doesn't matter quick solution is to just reshape it into a single channel image. This is the case for the PSNR implementation where for the *absdiff* method the value of the neighbors is not important. However, for the *GaussianBlur* this isn't an option and such need to use the split method for the SSIM. With this knowledge you can already make a GPU viable code (like mine GPU one) and run it. You'll be surprised to see that it might turn out slower than your CPU implementation. Optimization ============ The reason for this is that you're throwing out on the window the price for memory allocation and data transfer. And on the GPU this is damn high. Another possibility for optimization is to introduce asynchronous OpenCV GPU calls too with the help of the :gpudatastructure:`gpu::Stream `. 1. Memory allocation on the GPU is considerable. Therefore, if it’s possible allocate new memory as few times as possible. If you create a function what you intend to call multiple times it is a good idea to allocate any local parameters for the function only once, during the first call. To do this you create a data structure containing all the local variables you will use. For instance in case of the PSNR these are: .. code-block:: cpp struct BufferPSNR // Optimized GPU versions { // Data allocations are very expensive on GPU. Use a buffer to solve: allocate once reuse later. gpu::GpuMat gI1, gI2, gs, t1,t2; gpu::GpuMat buf; }; Then create an instance of this in the main program: .. code-block:: cpp BufferPSNR bufferPSNR; And finally pass this to the function each time you call it: .. code-block:: cpp double getPSNR_GPU_optimized(const Mat& I1, const Mat& I2, BufferPSNR& b) Now you access these local parameters as: *b.gI1*, *b.buf* and so on. The GpuMat will only reallocate itself on a new call if the new matrix size is different from the previous one. #. Avoid unnecessary function data transfers. Any small data transfer will be significant one once you go to the GPU. Therefore, if possible make all calculations in-place (in other words do not create new memory objects - for reasons explained at the previous point). For example, although expressing arithmetical operations may be easier to express in one line formulas, it will be slower. In case of the SSIM at one point I need to calculate: .. code-block:: cpp b.t1 = 2 * b.mu1_mu2 + C1; Although the upper call will succeed observe that there is a hidden data transfer present. Before it makes the addition it needs to store somewhere the multiplication. Therefore, it will create a local matrix in the background, add to that the *C1* value and finally assign that to *t1*. To avoid this we use the gpu functions, instead of the arithmetic operators: .. code-block:: cpp gpu::multiply(b.mu1_mu2, 2, b.t1); //b.t1 = 2 * b.mu1_mu2 + C1; gpu::add(b.t1, C1, b.t1); #. Use asynchronous calls (the :gpudatastructure:`gpu::Stream `). By default whenever you call a gpu function it will wait for the call to finish and return with the result afterwards. However, it is possible to make asynchronous calls, meaning it will call for the operation execution, make the costly data allocations for the algorithm and return back right away. Now you can call another function if you wish to do so. For the MSSIM this is a small optimization point. In our default implementation we split up the image into channels and call then for each channel the gpu functions. A small degree of parallelization is possible with the stream. By using a stream we can make the data allocation, upload operations while the GPU is already executing a given method. For example we need to upload two images. We queue these one after another and call already the function that processes it. The functions will wait for the upload to finish, however while that happens makes the output buffer allocations for the function to be executed next. .. code-block:: cpp gpu::Stream stream; stream.enqueueConvert(b.gI1, b.t1, CV_32F); // Upload gpu::split(b.t1, b.vI1, stream); // Methods (pass the stream as final parameter). gpu::multiply(b.vI1[i], b.vI1[i], b.I1_2, stream); // I1^2 Result and conclusion ===================== On an Intel P8700 laptop CPU paired with a low end NVidia GT220M here are the performance numbers: .. code-block:: cpp Time of PSNR CPU (averaged for 10 runs): 41.4122 milliseconds. With result of: 19.2506 Time of PSNR GPU (averaged for 10 runs): 158.977 milliseconds. With result of: 19.2506 Initial call GPU optimized: 31.3418 milliseconds. With result of: 19.2506 Time of PSNR GPU OPTIMIZED ( / 10 runs): 24.8171 milliseconds. With result of: 19.2506 Time of MSSIM CPU (averaged for 10 runs): 484.343 milliseconds. With result of B0.890964 G0.903845 R0.936934 Time of MSSIM GPU (averaged for 10 runs): 745.105 milliseconds. With result of B0.89922 G0.909051 R0.968223 Time of MSSIM GPU Initial Call 357.746 milliseconds. With result of B0.890964 G0.903845 R0.936934 Time of MSSIM GPU OPTIMIZED ( / 10 runs): 203.091 milliseconds. With result of B0.890964 G0.903845 R0.936934 In both cases we managed a performance increase of almost 100% compared to the CPU implementation. It may be just the improvement needed for your application to work. You may observe a runtime instance of this on the `YouTube here `_. .. raw:: html