From 373e1a1b49dcab068cb0634d5867b13fb07e423e Mon Sep 17 00:00:00 2001 From: Ashay Athalye Date: Tue, 30 Apr 2024 16:53:26 -0400 Subject: [PATCH 01/18] Prune operators with low data in grammar search (#1634) * lots of changes with noise-based learning! * Just keep low-datastore operator pruning in cluster and intersect. * Clean up code. * Add test and clean up code. * Fix rebase issues in settings.py --------- Co-authored-by: Nishanth Kumar --- .../strips_learning/clustering_learner.py | 26 ++++++- .../predicate_search_score_functions.py | 7 ++ predicators/settings.py | 6 ++ .../test_clustering_learner.py | 73 +++++++++++++++++++ 4 files changed, 111 insertions(+), 1 deletion(-) diff --git a/predicators/nsrt_learning/strips_learning/clustering_learner.py b/predicators/nsrt_learning/strips_learning/clustering_learner.py index 3a331c8353..fb0eae8dbe 100644 --- a/predicators/nsrt_learning/strips_learning/clustering_learner.py +++ b/predicators/nsrt_learning/strips_learning/clustering_learner.py @@ -3,13 +3,14 @@ import abc import functools import logging +from collections import defaultdict from typing import Dict, FrozenSet, Iterator, List, Set, Tuple, cast from predicators import utils from predicators.nsrt_learning.strips_learning import BaseSTRIPSLearner from predicators.settings import CFG from predicators.structs import PNAD, Datastore, DummyOption, LiftedAtom, \ - Predicate, STRIPSOperator, VarToObjSub + ParameterizedOption, Predicate, STRIPSOperator, VarToObjSub class ClusteringSTRIPSLearner(BaseSTRIPSLearner): @@ -127,6 +128,29 @@ def _learn_pnad_preconditions(self, pnads: List[PNAD]) -> List[PNAD]: def get_name(cls) -> str: return "cluster_and_intersect" + def _postprocessing_learn_ignore_effects(self, + pnads: List[PNAD]) -> List[PNAD]: + """Prune PNADs whose datastores are too small. + + Specifically, keep PNADs that have at least + CFG.cluster_and_intersect_min_datastore_fraction fraction of the + segments produced by the option in their NSRT. + """ + if not CFG.cluster_and_intersect_prune_low_data_pnads: + return pnads + option_to_dataset_size: Dict[ParameterizedOption, + int] = defaultdict(int) + for pnad in pnads: + option = pnad.option_spec[0] + option_to_dataset_size[option] += len(pnad.datastore) + ret_pnads: List[PNAD] = [] + for pnad in pnads: + option = pnad.option_spec[0] + fraction = len(pnad.datastore) / option_to_dataset_size[option] + if fraction >= CFG.cluster_and_intersect_min_datastore_fraction: + ret_pnads.append(pnad) + return ret_pnads + class ClusterAndSearchSTRIPSLearner(ClusteringSTRIPSLearner): """A clustering STRIPS learner that learns preconditions via search, diff --git a/predicators/predicate_search_score_functions.py b/predicators/predicate_search_score_functions.py index 709020345c..c4f8a24547 100644 --- a/predicators/predicate_search_score_functions.py +++ b/predicators/predicate_search_score_functions.py @@ -155,6 +155,13 @@ def evaluate(self, candidate_predicates: FrozenSet[Predicate]) -> float: logging.info( "Warning: Operator Learning timed out! Skipping evaluation.") return float('inf') + + logging.debug( + f"Learned {len(pnads)} operators for this predicate set.") + for pnad in pnads: + logging.debug( + f"Operator {pnad.op.name} has {len(pnad.datastore)} datapoints." + ) strips_ops = [pnad.op for pnad in pnads] option_specs = [pnad.option_spec for pnad in pnads] op_score = self.evaluate_with_operators(candidate_predicates, diff --git a/predicators/settings.py b/predicators/settings.py index 563c5b4ee9..18dcf37676 100644 --- a/predicators/settings.py +++ b/predicators/settings.py @@ -473,6 +473,12 @@ class GlobalSettings: cluster_and_search_score_func_max_groundings = 10000 cluster_and_search_var_count_weight = 0.1 cluster_and_search_precon_size_weight = 0.01 + cluster_and_intersect_prune_low_data_pnads = False + # If cluster_and_intersect_prune_low_data_pnads is set to True, PNADs must + # have at least this fraction of the segments produced by the option that is + # associated with their PNAD in order to not be pruned during operator + # learning. + cluster_and_intersect_min_datastore_fraction = 0.0 # torch GPU usage setting use_torch_gpu = False diff --git a/tests/nsrt_learning/strips_learning/test_clustering_learner.py b/tests/nsrt_learning/strips_learning/test_clustering_learner.py index 87fc555acc..dcdb3f350b 100644 --- a/tests/nsrt_learning/strips_learning/test_clustering_learner.py +++ b/tests/nsrt_learning/strips_learning/test_clustering_learner.py @@ -180,6 +180,79 @@ def _simulate(s, a): Delete Effects: [Pred0(?x1:cup_type), Pred1(?x1:cup_type, ?x0:cup_type), Pred1(?x1:cup_type, ?x1:cup_type), Pred1(?x1:cup_type, ?x2:cup_type), Pred2(?x1:cup_type)] Ignore Effects: []""" # pylint: disable=line-too-long + # Test pruning pnads with small datastores. The set up is copied from the + # next test, test_cluster_and_search_strips_learner(). + obj_type = Type("obj_type", ["red", "green", "blue", "happy", "sad"]) + obj = obj_type("obj") + IsRed = Predicate("IsRed", [obj_type], lambda s, o: s[o[0]][0] > 0.5) + IsGreen = Predicate("IsGreen", [obj_type], lambda s, o: s[o[0]][1] > 0.5) + IsBlue = Predicate("IsBlue", [obj_type], lambda s, o: s[o[0]][2] > 0.5) + IsHappy = Predicate("IsHappy", [obj_type], lambda s, o: s[o[0]][3] > 0.5) + IsSad = Predicate("IsSad", [obj_type], lambda s, o: s[o[0]][4] > 0.5) + preds = {IsRed, IsGreen, IsBlue, IsHappy, IsSad} + Interact = utils.SingletonParameterizedOption( + "Interact", lambda s, m, o, p: None).ground([], []) + # We give three demonstrations. When the object is red or green, it + # becomes happy. When the object is blue, it becomes sad. + s1 = State({obj: [1.0, 0.0, 0.0, 0.0, 0.0]}) + a1 = Action([], Interact) + ns1 = State({obj: [1.0, 0.0, 0.0, 1.0, 0.0]}) + g1 = {IsHappy([obj])} + traj1 = LowLevelTrajectory([s1, ns1], [a1], True, 0) + task1 = Task(s1, g1) + segment1 = Segment(traj1, utils.abstract(s1, preds), + utils.abstract(ns1, preds), Interact) + s2 = State({obj: [0.0, 1.0, 0.0, 0.0, 0.0]}) + a2 = Action([], Interact) + ns2 = State({obj: [0.0, 1.0, 0.0, 1.0, 0.0]}) + g2 = {IsHappy([obj])} + traj2 = LowLevelTrajectory([s2, ns2], [a2], True, 1) + task2 = Task(s2, g2) + segment2 = Segment(traj2, utils.abstract(s2, preds), + utils.abstract(ns2, preds), Interact) + s3 = State({obj: [0.0, 0.0, 1.0, 0.0, 0.0]}) + a3 = Action([], Interact) + ns3 = State({obj: [0.0, 0.0, 1.0, 0.0, 1.0]}) + g3 = {IsSad([obj])} + traj3 = LowLevelTrajectory([s3, ns3], [a3], True, 2) + task3 = Task(s3, g3) + segment3 = Segment(traj3, utils.abstract(s3, preds), + utils.abstract(ns3, preds), Interact) + utils.reset_config({ + "strips_learner": "cluster_and_intersect", + "cluster_and_intersect_prune_low_data_pnads": True, + "cluster_and_intersect_min_datastore_fraction": 0.0 + }) + pnads = learn_strips_operators([traj1, traj2, traj3], + [task1, task2, task3], + preds, [[segment1], [segment2], [segment3]], + verify_harmlessness=False, + annotations=None) + assert len(pnads) == 2 + utils.reset_config({ + "strips_learner": "cluster_and_intersect", + "cluster_and_intersect_prune_low_data_pnads": True, + "cluster_and_intersect_min_datastore_fraction": 0.4 + }) + pnads = learn_strips_operators([traj1, traj2, traj3], + [task1, task2, task3], + preds, [[segment1], [segment2], [segment3]], + verify_harmlessness=False, + annotations=None) + assert len(pnads) == 1 + assert len(pnads[0].datastore) == 2 + utils.reset_config({ + "strips_learner": "cluster_and_intersect", + "cluster_and_intersect_prune_low_data_pnads": True, + "cluster_and_intersect_min_datastore_fraction": 0.9 + }) + pnads = learn_strips_operators([traj1, traj2, traj3], + [task1, task2, task3], + preds, [[segment1], [segment2], [segment3]], + verify_harmlessness=False, + annotations=None) + assert len(pnads) == 0 + def test_cluster_and_search_strips_learner(): """Tests for ClusterAndSearchSTRIPSLearner.""" From ef903bd824278a95e699a88f8124fda91f70612e Mon Sep 17 00:00:00 2001 From: Ashay Athalye Date: Tue, 30 Apr 2024 17:07:04 -0400 Subject: [PATCH 02/18] Enable saving an image sequence of each demonstration (#1629) * Initial commit. * Add test. * Change name of image directory setting. * Add test. * Fix test. --- predicators/args.py | 1 + predicators/datasets/demo_only.py | 9 ++++++++- predicators/settings.py | 1 + predicators/utils.py | 13 +++++++++++++ tests/datasets/test_datasets.py | 8 +++++++- tests/test_utils.py | 14 ++++++++++++++ 6 files changed, 44 insertions(+), 2 deletions(-) diff --git a/predicators/args.py b/predicators/args.py index 56a085a454..537c45fffd 100644 --- a/predicators/args.py +++ b/predicators/args.py @@ -28,6 +28,7 @@ def create_arg_parser(env_required: bool = True, parser.add_argument("--make_failure_videos", action="store_true") parser.add_argument("--make_interaction_videos", action="store_true") parser.add_argument("--make_demo_videos", action="store_true") + parser.add_argument("--make_demo_images", action="store_true") parser.add_argument("--make_cogman_videos", action="store_true") parser.add_argument("--load_approach", action="store_true") # In the case of online learning approaches, load_approach by itself diff --git a/predicators/datasets/demo_only.py b/predicators/datasets/demo_only.py index 397c39c1e2..580767eee8 100644 --- a/predicators/datasets/demo_only.py +++ b/predicators/datasets/demo_only.py @@ -195,7 +195,7 @@ def _generate_demonstrations(env: BaseEnv, train_tasks: List[Task], caption, event_to_action) termination_function = task.goal_holds - if CFG.make_demo_videos: + if CFG.make_demo_videos or CFG.make_demo_images: monitor = utils.VideoMonitor(env.render) else: monitor = None @@ -249,6 +249,13 @@ def _generate_demonstrations(env: BaseEnv, train_tasks: List[Task], video = monitor.get_video() outfile = f"{CFG.env}__{CFG.seed}__demo__task{idx}.mp4" utils.save_video(outfile, video) + if CFG.make_demo_images: + assert monitor is not None + video = monitor.get_video() + width = len(str(len(train_tasks))) + task_number = str(idx).zfill(width) + outfile_prefix = f"{CFG.env}__{CFG.seed}__demo__task{task_number}" + utils.save_images(outfile_prefix, video) if annotate_with_gt_ops: dataset = Dataset(trajectories, annotations) else: diff --git a/predicators/settings.py b/predicators/settings.py index 18dcf37676..49882df0b7 100644 --- a/predicators/settings.py +++ b/predicators/settings.py @@ -432,6 +432,7 @@ class GlobalSettings: approach_dir = "saved_approaches" data_dir = "saved_datasets" video_dir = "videos" + image_dir = "images" video_fps = 2 failure_video_mode = "longest_only" diff --git a/predicators/utils.py b/predicators/utils.py index d308650a7c..5cc27e7d39 100644 --- a/predicators/utils.py +++ b/predicators/utils.py @@ -3166,6 +3166,19 @@ def save_video(outfile: str, video: Video) -> None: logging.info(f"Wrote out to {outpath}") +def save_images(outfile_prefix: str, video: Video) -> None: + """Save the video as individual images to image_dir.""" + outdir = CFG.image_dir + os.makedirs(outdir, exist_ok=True) + width = len(str(len(video))) + for i, image in enumerate(video): + image_number = str(i).zfill(width) + outfile = outfile_prefix + f"_image_{image_number}.png" + outpath = os.path.join(outdir, outfile) + imageio.imwrite(outpath, image) + logging.info(f"Wrote out to {outpath}") + + def get_env_asset_path(asset_name: str, assert_exists: bool = True) -> str: """Return the absolute path to env asset.""" dir_path = os.path.dirname(os.path.realpath(__file__)) diff --git a/tests/datasets/test_datasets.py b/tests/datasets/test_datasets.py index 98895a59a5..7e1365782d 100644 --- a/tests/datasets/test_datasets.py +++ b/tests/datasets/test_datasets.py @@ -179,28 +179,34 @@ def test_demo_dataset(): }) with pytest.raises(ValueError): create_dataset(env, train_tasks, get_gt_options(env.get_name())) - # Test demo video generation. + # Test demo video and image generation. video_dir = os.path.join(os.path.dirname(__file__), "_fake_videos") + image_dir = os.path.join(os.path.dirname(__file__), "_fake_images") utils.reset_config({ "env": "cover", "offline_data_method": "demo", "num_train_tasks": 1, "make_demo_videos": True, + "make_demo_images": True, "cover_num_blocks": 1, "cover_num_targets": 1, "cover_block_widths": [0.1], "cover_target_widths": [0.05], "cover_initial_holding_prob": 1.0, "video_dir": video_dir, + "image_dir": image_dir }) video_file = os.path.join(video_dir, "cover__123__demo__task0.mp4") + image_file = os.path.join(image_dir, "cover__123__demo__task0_image_0.png") env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] assert len(train_tasks) == 1 dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) assert len(dataset.trajectories) == 1 assert os.path.exists(video_file) + assert os.path.exists(image_file) shutil.rmtree(video_dir) + shutil.rmtree(image_dir) # Test demo collection with bilevel_plan_without_sim. utils.reset_config({ "env": "cover", diff --git a/tests/test_utils.py b/tests/test_utils.py index 2a295b158e..b73c742523 100644 --- a/tests/test_utils.py +++ b/tests/test_utils.py @@ -2499,6 +2499,20 @@ def test_save_video(): os.rmdir(dirname) +def test_save_images(): + """Tests for save_images().""" + dirname = "_fake_tmp_images_dir" + prefix = "image_prefix" + utils.reset_config({"image_dir": dirname}) + rng = np.random.default_rng(123) + video = [rng.integers(255, size=(3, 3), dtype=np.uint8) for _ in range(3)] + utils.save_images(prefix, video) + os.remove(os.path.join(dirname, prefix + "_image_0.png")) + os.remove(os.path.join(dirname, prefix + "_image_1.png")) + os.remove(os.path.join(dirname, prefix + "_image_2.png")) + os.rmdir(dirname) + + def test_get_config_path_str(): """Tests for get_config_path_str().""" utils.reset_config({ From 766a9b32b4edaa06b6a576388c0e84ff1d9cb228 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Wed, 1 May 2024 08:59:38 -0400 Subject: [PATCH 03/18] riiiiiiiiiiiippppppppppppppppp (#1636) --- predicators/approaches/grammar_search_invention_approach.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/predicators/approaches/grammar_search_invention_approach.py b/predicators/approaches/grammar_search_invention_approach.py index c4fbf5b967..3d5691655f 100644 --- a/predicators/approaches/grammar_search_invention_approach.py +++ b/predicators/approaches/grammar_search_invention_approach.py @@ -995,7 +995,7 @@ def _parse_atom_dataset_from_annotated_dataset( return (atom_dataset, candidates) def learn_from_offline_dataset(self, dataset: Dataset) -> None: - if not CFG.offline_data_method == "demo+labelled_atoms": + if not CFG.offline_data_method in ["demo+labelled_atoms", "img_demos"]: atom_dataset, candidates = self._generate_atom_dataset_via_grammar( dataset) else: From 0875aa0030a6af4f1c9d49d3aaa8da9545d467b9 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Wed, 1 May 2024 13:07:46 -0400 Subject: [PATCH 04/18] fix segmentation error with predicate invention from txt files or img demos (#1635) * good to go! * yapf + linting * ashay comments! --- .../approaches/nsrt_learning_approach.py | 21 +++++++++++ .../test_grammar_search_invention_approach.py | 35 +++++++++++++++++++ 2 files changed, 56 insertions(+) diff --git a/predicators/approaches/nsrt_learning_approach.py b/predicators/approaches/nsrt_learning_approach.py index 5594a2ff60..8a5dc89488 100644 --- a/predicators/approaches/nsrt_learning_approach.py +++ b/predicators/approaches/nsrt_learning_approach.py @@ -74,6 +74,27 @@ def _learn_nsrts(self, trajectories: List[LowLevelTrajectory], ground_atom_dataset = utils.create_ground_atom_dataset( trajectories, self._get_current_predicates()) utils.save_ground_atom_dataset(ground_atom_dataset, dataset_fname) + elif CFG.offline_data_method in ["demo+labelled_atoms", "img_demos"]: + # In this case, the annotations are basically ground atoms! + # We can use these to make GroundAtomTrajectories. + assert annotations is not None + assert len(annotations) == len(trajectories) + ground_atom_dataset = [] + annotations_with_only_selected_preds = [] + selected_preds = self._get_current_predicates() + for atoms_traj in annotations: + curr_selected_preds_atoms_traj = [] + for atoms_set in atoms_traj: + curr_selected_preds_atoms_set = set( + atom for atom in atoms_set + if atom.predicate in selected_preds) + curr_selected_preds_atoms_traj.append( + curr_selected_preds_atoms_set) + annotations_with_only_selected_preds.append( + curr_selected_preds_atoms_traj) + for ll_traj, atoms in zip(trajectories, + annotations_with_only_selected_preds): + ground_atom_dataset.append((ll_traj, atoms)) self._nsrts, self._segmented_trajs, self._seg_to_nsrt = \ learn_nsrts_from_data(trajectories, self._train_tasks, diff --git a/tests/approaches/test_grammar_search_invention_approach.py b/tests/approaches/test_grammar_search_invention_approach.py index 11ff701eb6..af5166ff69 100644 --- a/tests/approaches/test_grammar_search_invention_approach.py +++ b/tests/approaches/test_grammar_search_invention_approach.py @@ -15,8 +15,10 @@ _halving_constant_generator, _NegationClassifier, _PredicateGrammar, \ _SingleAttributeCompareClassifier, \ _SingleFeatureInequalitiesPredicateGrammar, _UnaryFreeForallClassifier +from predicators.datasets import create_dataset from predicators.envs.cover import CoverEnv from predicators.envs.stick_button import StickButtonMovementEnv +from predicators.envs.vlm_envs import IceTeaMakingEnv from predicators.ground_truth_models import get_gt_options from predicators.settings import CFG from predicators.structs import Action, Dataset, LowLevelTrajectory, Object, \ @@ -165,6 +167,39 @@ def test_labelled_atoms_invention(): approach.learn_from_offline_dataset(dataset) +def test_invention_from_txt_file(): + """Test loading a dataset from a txt file.""" + utils.reset_config({ + "env": + "ice_tea_making", + "num_train_tasks": + 1, + "num_test_tasks": + 0, + "offline_data_method": + "demo+labelled_atoms", + "data_dir": + "tests/datasets/mock_vlm_datasets", + "handmade_demo_filename": + "ice_tea_making__demo+labelled_atoms__manual__1.txt" + }) + env = IceTeaMakingEnv() + train_tasks = env.get_train_tasks() + loaded_dataset = create_dataset(env, train_tasks, + get_gt_options(env.get_name())) + approach = GrammarSearchInventionApproach(env.goal_predicates, + get_gt_options(env.get_name()), + env.types, env.action_space, + train_tasks) + approach.learn_from_offline_dataset(loaded_dataset) + # The ice_tea_making__demo+labelled_atoms__manual__1.txt happens to + # set all atoms to True at all timesteps, and so we expect predicate + # invention to not select any of the predicates (only select the goal) + # predicates. + assert len(approach._get_current_predicates()) == 1 # pylint:disable=protected-access + assert approach._get_current_predicates() == env.goal_predicates # pylint:disable=protected-access + + def test_euclidean_grammar(): """Tests for the EuclideanGrammar.""" utils.reset_config({"env": "stick_button_move"}) From 252fa5d1c934cc8ffd3a474e953bfca99376dad8 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Wed, 1 May 2024 17:55:45 -0400 Subject: [PATCH 05/18] fix some minor prompting + parsing issues (#1638) --- predicators/datasets/generate_atom_trajs_with_vlm.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/predicators/datasets/generate_atom_trajs_with_vlm.py b/predicators/datasets/generate_atom_trajs_with_vlm.py index 5831696357..e6590cdffa 100644 --- a/predicators/datasets/generate_atom_trajs_with_vlm.py +++ b/predicators/datasets/generate_atom_trajs_with_vlm.py @@ -63,7 +63,8 @@ def _generate_prompt_for_atom_proposals( (prompt, [traj.imgs[i][0] for i in range(len(traj.imgs))])) elif CFG.grammar_search_vlm_atom_proposal_prompt_type == \ "options_labels_whole_traj": - prompt += "\n".join(act.name + str(sorted(act.objects)) + prompt += "\nSkills executed in trajectory:\n" + prompt += "\n".join(act.name + str(act.objects) for act in traj.actions) # NOTE: exact same issue as described in the above note for # naive_whole_traj. @@ -180,7 +181,7 @@ def _parse_unique_atom_proposals_from_list( assert len(atoms_proposal_for_traj) == 1 curr_atoms_proposal = atoms_proposal_for_traj[0] # Regex pattern to match predicates - atom_match_pattern = r"\b[a-z_]+\([a-z0-9, ]+\)" + atom_match_pattern = r"\b[a-z_]+\([a-z0-9_, ]+\)" # Find all matches in the text matches = re.findall(atom_match_pattern, curr_atoms_proposal, From b411dc91a92dec77c365e03f96429dcb201c98b5 Mon Sep 17 00:00:00 2001 From: Ashay Athalye Date: Fri, 3 May 2024 13:02:09 -0400 Subject: [PATCH 06/18] Fix parsing of trajectory demonstration subfolders for macs. (#1640) --- predicators/datasets/generate_atom_trajs_with_vlm.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/predicators/datasets/generate_atom_trajs_with_vlm.py b/predicators/datasets/generate_atom_trajs_with_vlm.py index e6590cdffa..36cb7d3e9e 100644 --- a/predicators/datasets/generate_atom_trajs_with_vlm.py +++ b/predicators/datasets/generate_atom_trajs_with_vlm.py @@ -594,13 +594,18 @@ def create_ground_atom_data_from_img_trajs( assert folder_name_components[1] == "vlm_demos" assert int(folder_name_components[2]) == CFG.seed assert int(folder_name_components[3]) == CFG.num_train_tasks - num_trajs = len(os.listdir(trajectories_folder_path)) + unfiltered_files = os.listdir(trajectories_folder_path) + # Each demonstration trajectory is in subfolder traj_. + traj_folders = [f for f in unfiltered_files if f[0:5] == "traj_"] + num_trajs = len(traj_folders) assert num_trajs == CFG.num_train_tasks option_name_to_option = {opt.name: opt for opt in known_options} image_option_trajs = [] all_task_objs = set() - for train_task_idx, path in enumerate( - sorted(Path(trajectories_folder_path).iterdir())): + unfiltered_paths = sorted(Path(trajectories_folder_path).iterdir()) + # Each demonstration trajectory is in subfolder traj_. + filtered_paths = [f for f in unfiltered_paths if "traj_" in f.parts[-1]] + for train_task_idx, path in enumerate(filtered_paths): assert path.is_dir() state_folders = [f.path for f in os.scandir(path) if f.is_dir()] num_states_in_traj = len(state_folders) From 3fc43718a1986dfa676a8a294e921fd6dcda3655 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Mon, 6 May 2024 20:16:13 -0400 Subject: [PATCH 07/18] make better documentation to prevent terrible, no-good kitchen breaking (#1642) * that was such a small fix for such a long rabbit hole rip * revert * yapf * prevent weird yapf error --- predicators/envs/kitchen.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/predicators/envs/kitchen.py b/predicators/envs/kitchen.py index 554a9b28f7..2dab02c616 100644 --- a/predicators/envs/kitchen.py +++ b/predicators/envs/kitchen.py @@ -102,7 +102,9 @@ class KitchenEnv(BaseEnv): def __init__(self, use_gui: bool = True) -> None: super().__init__(use_gui) assert _MJKITCHEN_IMPORTED, "Failed to import kitchen gym env. \ -Install from https://github.com/SiddarGu/Gymnasium-Robotics.git" +Install from https://github.com/SiddarGu/Gymnasium-Robotics.git. \ +BE SURE TO INSTALL FROM GITHUB SOURCE THOUGH; do not blindly install as the \ +README of that repo suggests!" if use_gui: assert not CFG.make_test_videos or CFG.make_failure_videos, \ @@ -112,7 +114,8 @@ def __init__(self, use_gui: bool = True) -> None: render_mode = "human" if self._using_gui else "rgb_array" self._gym_env = mujoco_kitchen_gym.make("FrankaKitchen-v1", - render_mode=render_mode) + render_mode=render_mode, + ik_controller=True) def _generate_train_tasks(self) -> List[EnvironmentTask]: return self._get_tasks(num=CFG.num_train_tasks, train_or_test="train") @@ -244,8 +247,9 @@ def reset(self, train_or_test: str, task_idx: int) -> Observation: return self._copy_observation(self._current_observation) def simulate(self, state: State, action: Action) -> State: - raise NotImplementedError("Simulate not implemented for gym envs. " + - "Try using --bilevel_plan_without_sim True") + raise NotImplementedError( + "Simulate not implemented for kitchen env. " + + "Try using --bilevel_plan_without_sim True") def step(self, action: Action) -> Observation: self._gym_env.step(action.arr) From 9c8c5ec1a47f8274238fcacacd0862fb1f0a7da3 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Wed, 8 May 2024 11:04:30 -0400 Subject: [PATCH 08/18] Test-time VLM Predicate evaluation (#1643) * init implementation seemingly works in kitchen! * tom suggestion * should be good to go! * tom feedback --- .../datasets/generate_atom_trajs_with_vlm.py | 23 +++-- predicators/envs/kitchen.py | 9 +- .../expected_atoms_monitor.py | 17 +++- predicators/perception/kitchen_perceiver.py | 4 +- predicators/structs.py | 23 ++++- predicators/utils.py | 91 +++++++++++++++++-- tests/test_utils.py | 32 ++++++- 7 files changed, 176 insertions(+), 23 deletions(-) diff --git a/predicators/datasets/generate_atom_trajs_with_vlm.py b/predicators/datasets/generate_atom_trajs_with_vlm.py index 36cb7d3e9e..66a5cca61b 100644 --- a/predicators/datasets/generate_atom_trajs_with_vlm.py +++ b/predicators/datasets/generate_atom_trajs_with_vlm.py @@ -5,6 +5,7 @@ import logging import os import re +from functools import partial from pathlib import Path from typing import Dict, List, Optional, Sequence, Set, Tuple @@ -19,7 +20,7 @@ from predicators.settings import CFG from predicators.structs import Action, Dataset, GroundAtom, \ ImageOptionTrajectory, LowLevelTrajectory, Object, ParameterizedOption, \ - Predicate, State, Task, _Option + State, Task, _Option def _generate_prompt_for_atom_proposals( @@ -273,10 +274,9 @@ def _parse_structured_state_into_ground_atoms( assert obj_type.name == "object" assert obj_type is not None - def _stripped_classifier( - state: State, - objects: Sequence[Object]) -> bool: # pragma: no cover. - raise Exception("Stripped classifier should never be called!") + def _get_vlm_query_str(pred_name: str, objects: Sequence[Object]) -> str: + return pred_name + "(" + ", ".join( + str(obj.name) for obj in objects) + ")" # pragma: no cover pred_name_to_pred = {} atoms_trajs = [] @@ -312,8 +312,10 @@ def _stripped_classifier( for obj_name in obj_args: curr_obj = curr_obj_name_to_obj[obj_name] pred_types.append(curr_obj.type) - pred_name_to_pred[pred_name] = Predicate( - pred_name, pred_types, _stripped_classifier) + pred_name_to_pred[ + pred_name] = utils.create_vlm_predicate( + pred_name, pred_types, + partial(_get_vlm_query_str, pred_name)) else: # In this case, we need to make a predicate that # takes in the generic 'object' type such that @@ -329,9 +331,10 @@ def _stripped_classifier( assert num_args == len(obj_args) # Given this, add one new predicate with num_args # number of 'object' type arguments. - pred_name_to_pred[pred_name] = Predicate( - pred_name, [obj_type for _ in range(num_args)], - _stripped_classifier) + pred_name_to_pred[ + pred_name] = utils.create_vlm_predicate( + pred_name, [obj_type for _ in range(num_args)], + partial(_get_vlm_query_str, pred_name)) # Given that we've now built up predicates and object # dictionaries. We can now convert the current state into diff --git a/predicators/envs/kitchen.py b/predicators/envs/kitchen.py index 2dab02c616..04c6a15de0 100644 --- a/predicators/envs/kitchen.py +++ b/predicators/envs/kitchen.py @@ -218,6 +218,7 @@ def create_predicates(cls) -> Dict[str, Predicate]: Predicate("Open", [cls.on_off_type], cls.Open_holds), Predicate("Closed", [cls.on_off_type], cls.Closed_holds), } + return {p.name: p for p in preds} @property @@ -256,7 +257,8 @@ def step(self, action: Action) -> Observation: if self._using_gui: self._gym_env.render() self._current_observation = { - "state_info": self.get_object_centric_state_info() + "state_info": self.get_object_centric_state_info(), + "obs_images": [self._gym_env.render()] } return self._copy_observation(self._current_observation) @@ -348,7 +350,10 @@ def _get_tasks(self, num: int, def _reset_initial_state_from_seed(self, seed: int) -> Observation: self._gym_env.reset(seed=seed) - return {"state_info": self.get_object_centric_state_info()} + return { + "state_info": self.get_object_centric_state_info(), + "obs_images": [self._gym_env.render()] + } @classmethod def _AtPreTurn_holds(cls, state: State, objects: Sequence[Object], diff --git a/predicators/execution_monitoring/expected_atoms_monitor.py b/predicators/execution_monitoring/expected_atoms_monitor.py index 884483b15e..38cc32329c 100644 --- a/predicators/execution_monitoring/expected_atoms_monitor.py +++ b/predicators/execution_monitoring/expected_atoms_monitor.py @@ -3,10 +3,11 @@ import logging +from predicators import utils from predicators.execution_monitoring.base_execution_monitor import \ BaseExecutionMonitor from predicators.settings import CFG -from predicators.structs import State +from predicators.structs import State, VLMPredicate class ExpectedAtomsExecutionMonitor(BaseExecutionMonitor): @@ -30,7 +31,19 @@ def step(self, state: State) -> bool: self._curr_plan_timestep += 1 # If the expected atoms are a subset of the current atoms, then # we don't have to replan. - unsat_atoms = {a for a in next_expected_atoms if not a.holds(state)} + next_expected_vlm_atoms = set( + atom for atom in next_expected_atoms + if isinstance(atom.predicate, VLMPredicate)) + non_vlm_unsat_atoms = { + a + for a in (next_expected_atoms - next_expected_vlm_atoms) + if not a.holds(state) + } + vlm_unsat_atoms = set() + if len(next_expected_vlm_atoms) > 0: + vlm_unsat_atoms = utils.query_vlm_for_atom_vals( + next_expected_vlm_atoms, state) # pragma: no cover + unsat_atoms = non_vlm_unsat_atoms | vlm_unsat_atoms if not unsat_atoms: return False logging.info( diff --git a/predicators/perception/kitchen_perceiver.py b/predicators/perception/kitchen_perceiver.py index 0aa179b90b..afdb495f30 100644 --- a/predicators/perception/kitchen_perceiver.py +++ b/predicators/perception/kitchen_perceiver.py @@ -48,7 +48,9 @@ def step(self, observation: Observation) -> State: return self._observation_to_state(observation) def _observation_to_state(self, obs: Observation) -> State: - return KitchenEnv.state_info_to_state(obs["state_info"]) + state = KitchenEnv.state_info_to_state(obs["state_info"]) + state.simulator_state = obs["obs_images"] + return state def render_mental_images(self, observation: Observation, env_task: EnvironmentTask) -> Video: diff --git a/predicators/structs.py b/predicators/structs.py index 585cbc979f..9aabf725d1 100644 --- a/predicators/structs.py +++ b/predicators/structs.py @@ -209,7 +209,7 @@ def pretty_str(self) -> str: DefaultState = State({}) -@dataclass(frozen=True, order=True, repr=False) +@dataclass(frozen=True, order=False, repr=False) class Predicate: """Struct defining a predicate (a lifted classifier over states).""" name: str @@ -301,6 +301,21 @@ def _negated_classifier(self, state: State, # Separate this into a named function for pickling reasons. return not self._classifier(state, objects) + def __lt__(self, other: Predicate) -> bool: + return str(self) < str(other) + + +@dataclass(frozen=True, order=False, repr=False, eq=False) +class VLMPredicate(Predicate): + """Struct defining a predicate that calls a VLM as part of returning its + truth value. + + NOTE: when instantiating a VLMPredicate, we typically pass in a 'Dummy' + classifier (i.e., one that returns simply raises some kind of error instead + of actually outputting a value of any kind). + """ + get_vlm_query_str: Callable[[Sequence[Object]], str] + @dataclass(frozen=True, repr=False, eq=False) class _Atom: @@ -408,6 +423,12 @@ def holds(self, state: State) -> bool: """Check whether this ground atom holds in the given state.""" return self.predicate.holds(state, self.objects) + def get_vlm_query_str(self) -> str: + """If this GroundAtom is associated with a VLMPredicate, then get the + string that will be used to query the VLM.""" + assert isinstance(self.predicate, VLMPredicate) + return self.predicate.get_vlm_query_str(self.objects) # pylint:disable=no-member + @dataclass(frozen=True, eq=False) class Task: diff --git a/predicators/utils.py b/predicators/utils.py index 5cc27e7d39..93be4be80f 100644 --- a/predicators/utils.py +++ b/predicators/utils.py @@ -33,6 +33,7 @@ import matplotlib.pyplot as plt import numpy as np import pathos.multiprocessing as mp +import PIL.Image from gym.spaces import Box from matplotlib import patches from numpy.typing import NDArray @@ -42,6 +43,8 @@ from scipy.stats import beta as BetaRV from predicators.args import create_arg_parser +from predicators.pretrained_model_interface import GoogleGeminiVLM, \ + VisionLanguageModel from predicators.pybullet_helpers.joint import JointPositions from predicators.settings import CFG, GlobalSettings from predicators.structs import NSRT, Action, Array, DummyOption, \ @@ -50,8 +53,8 @@ LiftedDecisionList, LiftedOrGroundAtom, LowLevelTrajectory, Metrics, \ NSRTOrSTRIPSOperator, Object, ObjectOrVariable, Observation, OptionSpec, \ ParameterizedOption, Predicate, Segment, State, STRIPSOperator, Task, \ - Type, Variable, VarToObjSub, Video, _GroundLDLRule, _GroundNSRT, \ - _GroundSTRIPSOperator, _Option, _TypedEntity + Type, Variable, VarToObjSub, Video, VLMPredicate, _GroundLDLRule, \ + _GroundNSRT, _GroundSTRIPSOperator, _Option, _TypedEntity from predicators.third_party.fast_downward_translator.translate import \ main as downward_translate @@ -2208,17 +2211,93 @@ def strip_task(task: Task, included_predicates: Set[Predicate]) -> Task: return Task(task.init, stripped_goal) -def abstract(state: State, preds: Collection[Predicate]) -> Set[GroundAtom]: +def create_vlm_predicate( + name: str, types: Sequence[Type], + get_vlm_query_str: Callable[[Sequence[Object]], str]) -> VLMPredicate: + """Simple function that creates VLMPredicates with dummy classifiers, which + is the most-common way these need to be created.""" + + def _stripped_classifier( + state: State, + objects: Sequence[Object]) -> bool: # pragma: no cover. + raise Exception("VLM predicate classifier should never be called!") + + return VLMPredicate(name, types, _stripped_classifier, get_vlm_query_str) + + +def query_vlm_for_atom_vals( + vlm_atoms: Collection[GroundAtom], + state: State, + vlm: Optional[VisionLanguageModel] = None) -> Set[GroundAtom]: + """Given a set of ground atoms, queries a VLM and gets the subset of these + atoms that are true.""" + true_atoms: Set[GroundAtom] = set() + # This only works if state.simulator_state is some list of images that the + # vlm can be called on. + assert state.simulator_state is not None + assert isinstance(state.simulator_state, List) + imgs = state.simulator_state + vlm_atoms = sorted(vlm_atoms) + atom_queries_str = "\n*".join(atom.get_vlm_query_str() + for atom in vlm_atoms) + filepath_to_vlm_prompt = get_path_to_predicators_root() + \ + "/predicators/datasets/vlm_input_data_prompts/atom_labelling/" + \ + "per_scene_naive.txt" + with open(filepath_to_vlm_prompt, "r", encoding="utf-8") as f: + vlm_query_str = f.read() + vlm_query_str += atom_queries_str + if vlm is None: + vlm = GoogleGeminiVLM(CFG.vlm_model_name) # pragma: no cover. + vlm_input_imgs = \ + [PIL.Image.fromarray(img_arr) for img_arr in imgs] # type: ignore + vlm_output = vlm.sample_completions(vlm_query_str, + vlm_input_imgs, + 0.0, + seed=CFG.seed, + num_completions=1) + assert len(vlm_output) == 1 + vlm_output_str = vlm_output[0] + all_atom_queries = atom_queries_str.split("\n") + all_vlm_responses = vlm_output_str.split("\n") + # NOTE: this assumption is likely too brittle; if this is breaking, feel + # free to remove/adjust this and change the below parsing loop accordingly! + assert len(all_atom_queries) == len(all_vlm_responses) + for i, (atom_query, curr_vlm_output_line) in enumerate( + zip(all_atom_queries, all_vlm_responses)): + assert atom_query + ":" in curr_vlm_output_line + assert "." in curr_vlm_output_line + period_idx = curr_vlm_output_line.find(".") + if curr_vlm_output_line[len(atom_query + + ":"):period_idx].lower().strip() == "true": + true_atoms.add(vlm_atoms[i]) + return true_atoms + + +def abstract(state: State, + preds: Collection[Predicate], + vlm: Optional[VisionLanguageModel] = None) -> Set[GroundAtom]: """Get the atomic representation of the given state (i.e., a set of ground atoms), using the given set of predicates. Duplicate arguments in predicates are allowed. """ + # Start by pulling out all VLM predicates. + vlm_preds = set(pred for pred in preds if isinstance(pred, VLMPredicate)) + # Next, classify all non-VLM predicates. atoms = set() for pred in preds: - for choice in get_object_combinations(list(state), pred.types): - if pred.holds(state, choice): - atoms.add(GroundAtom(pred, choice)) + if pred not in vlm_preds: + for choice in get_object_combinations(list(state), pred.types): + if pred.holds(state, choice): + atoms.add(GroundAtom(pred, choice)) + if len(vlm_preds) > 0: + # Now, aggregate all the VLM predicates and make a single call to a + # VLM to get their values. + vlm_atoms = set() + for pred in vlm_preds: + for choice in get_object_combinations(list(state), pred.types): + vlm_atoms.add(GroundAtom(pred, choice)) + atoms |= query_vlm_for_atom_vals(vlm_atoms, state, vlm) return atoms diff --git a/tests/test_utils.py b/tests/test_utils.py index b73c742523..2d0e94cc1d 100644 --- a/tests/test_utils.py +++ b/tests/test_utils.py @@ -17,14 +17,35 @@ from predicators.ground_truth_models import _get_predicates_by_names, \ get_gt_nsrts, get_gt_options from predicators.nsrt_learning.segmentation import segment_trajectory +from predicators.pretrained_model_interface import VisionLanguageModel from predicators.settings import CFG from predicators.structs import NSRT, Action, DefaultState, DummyOption, \ GroundAtom, LowLevelTrajectory, ParameterizedOption, Predicate, Segment, \ - State, STRIPSOperator, Type, Variable + State, STRIPSOperator, Type, Variable, VLMPredicate from predicators.utils import GoalCountHeuristic, _PyperplanHeuristicWrapper, \ _TaskPlanningHeuristic +class _DummyVLM(VisionLanguageModel): + + def get_id(self): + return "dummy" + + def _sample_completions(self, + prompt, + imgs, + temperature, + seed, + stop_token=None, + num_completions=1): + del prompt, imgs, temperature, seed, stop_token # unused. + completions = [] + for _ in range(num_completions): + completion = "is_fishy: True." + completions.append(completion) + return completions + + @pytest.mark.parametrize("max_groundings,exp_num_true,exp_num_false", [(-1, 0, 0), (None, 1, 1)]) def test_count_positives_for_ops(max_groundings, exp_num_true, exp_num_false): @@ -1099,6 +1120,15 @@ def _classifier2(state, objects): } # Wrapping a predicate should destroy its classifier. assert not utils.abstract(state, {wrapped_pred1, wrapped_pred2}) + # Now, test the case where we abstract using a VLM predicate. + utils.reset_config({"seed": 123}) + vlm_pred = VLMPredicate("IsFishy", [], lambda s, o: NotImplementedError, + lambda o: "is_fishy") + vlm_state = state.copy() + vlm_state.simulator_state = [np.zeros((30, 30, 3), dtype=np.uint8)] + vlm_atoms_set = utils.abstract(vlm_state, [vlm_pred], _DummyVLM()) + assert len(vlm_atoms_set) == 1 + assert "IsFishy" in str(vlm_atoms_set) def test_create_new_variables(): From d0174e0a762c318678af49ea42ce7703959b7668 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Thu, 9 May 2024 09:58:27 -0400 Subject: [PATCH 09/18] Enable using CogMan to create demonstrations (#1645) * might be gtg?? * fix checks * tom feedback --- predicators/cogman.py | 118 +++++++++++++++++++++- predicators/datasets/demo_only.py | 93 ++++++++--------- predicators/main.py | 105 ++----------------- predicators/utils.py | 4 +- tests/test_cogman.py | 162 +++++++++++++++++++++++++++++- tests/test_main.py | 157 +---------------------------- 6 files changed, 340 insertions(+), 299 deletions(-) diff --git a/predicators/cogman.py b/predicators/cogman.py index 62a28f5193..09432478f8 100644 --- a/predicators/cogman.py +++ b/predicators/cogman.py @@ -9,16 +9,20 @@ The name "CogMan" is due to Leslie Kaelbling. """ import logging -from typing import Callable, List, Optional, Sequence, Set +import time +from collections import defaultdict +from typing import Callable, List, Optional, Sequence, Set, Tuple +from typing import Type as TypingType from predicators import utils from predicators.approaches import BaseApproach +from predicators.envs import BaseEnv from predicators.execution_monitoring import BaseExecutionMonitor from predicators.perception import BasePerceiver from predicators.settings import CFG from predicators.structs import Action, Dataset, EnvironmentTask, GroundAtom, \ InteractionRequest, InteractionResult, LowLevelTrajectory, Metrics, \ - Observation, State, Task, Video + Observation, State, Task, Video, _Option class CogMan: @@ -170,3 +174,113 @@ def _reset_policy(self, task: Task) -> None: else: self._current_policy = self._approach.solve(task, timeout=CFG.timeout) + + +def run_episode_and_get_observations( + cogman: CogMan, + env: BaseEnv, + train_or_test: str, + task_idx: int, + max_num_steps: int, + do_env_reset: bool = True, + terminate_on_goal_reached: bool = True, + exceptions_to_break_on: Optional[Set[TypingType[Exception]]] = None, + monitor: Optional[utils.LoggingMonitor] = None +) -> Tuple[Tuple[List[Observation], List[Action]], bool, Metrics]: + """Execute cogman starting from the initial state of a train or test task + in the environment. + + Note that the environment and cogman internal states are updated. + Terminates when any of these conditions hold: (1) cogman.step + returns None, indicating termination (2) max_num_steps is reached + (3) cogman or env raise an exception of type in + exceptions_to_break_on (4) terminate_on_goal_reached is True and the + env goal is reached. Note that in the case where the exception is + raised in step, we exclude the last action from the returned + trajectory to maintain the invariant that the trajectory states are + of length one greater than the actions. Ideally, this method would + live in utils.py, but that results in import errors with this file. + So we keep it here for now. It might be moved in the future. + """ + if do_env_reset: + env.reset(train_or_test, task_idx) + if monitor is not None: + monitor.reset(train_or_test, task_idx) + obs = env.get_observation() + observations = [obs] + actions: List[Action] = [] + curr_option: Optional[_Option] = None + metrics: Metrics = defaultdict(float) + metrics["policy_call_time"] = 0.0 + metrics["num_options_executed"] = 0.0 + exception_raised_in_step = False + if not (terminate_on_goal_reached and env.goal_reached()): + for _ in range(max_num_steps): + monitor_observed = False + exception_raised_in_step = False + try: + start_time = time.perf_counter() + act = cogman.step(obs) + metrics["policy_call_time"] += time.perf_counter() - start_time + if act is None: + break + if act.has_option() and act.get_option() != curr_option: + curr_option = act.get_option() + metrics["num_options_executed"] += 1 + # Note: it's important to call monitor.observe() before + # env.step(), because the monitor may, for example, call + # env.render(), which outputs images of the current env + # state. If we instead called env.step() first, we would + # mistakenly record images of the next time step instead of + # the current one. + if monitor is not None: + monitor.observe(obs, act) + monitor_observed = True + obs = env.step(act) + actions.append(act) + observations.append(obs) + except Exception as e: + if exceptions_to_break_on is not None and \ + any(issubclass(type(e), c) for c in exceptions_to_break_on): + if monitor_observed: + exception_raised_in_step = True + break + if monitor is not None and not monitor_observed: + monitor.observe(obs, None) + raise e + if terminate_on_goal_reached and env.goal_reached(): + break + if monitor is not None and not exception_raised_in_step: + monitor.observe(obs, None) + cogman.finish_episode(obs) + traj = (observations, actions) + solved = env.goal_reached() + return traj, solved, metrics + + +def run_episode_and_get_states( + cogman: CogMan, + env: BaseEnv, + train_or_test: str, + task_idx: int, + max_num_steps: int, + do_env_reset: bool = True, + terminate_on_goal_reached: bool = True, + exceptions_to_break_on: Optional[Set[TypingType[Exception]]] = None, + monitor: Optional[utils.LoggingMonitor] = None +) -> Tuple[LowLevelTrajectory, bool, Metrics]: + """Execute cogman starting from the initial state of a train or test task + in the environment. + + Return a trajectory involving States (which come from running a + perceiver on observations). Having states instead of observations is + useful for downstream learning (e.g. predicates, operators, + samplers, etc.) Note that the only difference between this and the + above run_episode_and_get_observations is that this method returns a + trajectory of states instead of one of observations. + """ + _, solved, metrics = run_episode_and_get_observations( + cogman, env, train_or_test, task_idx, max_num_steps, do_env_reset, + terminate_on_goal_reached, exceptions_to_break_on, monitor) + ll_traj = cogman.get_current_history() + return ll_traj, solved, metrics diff --git a/predicators/datasets/demo_only.py b/predicators/datasets/demo_only.py index 580767eee8..dfa3bfc425 100644 --- a/predicators/datasets/demo_only.py +++ b/predicators/datasets/demo_only.py @@ -9,13 +9,15 @@ import dill as pkl import matplotlib import matplotlib.pyplot as plt -import numpy as np from predicators import utils from predicators.approaches import ApproachFailure, ApproachTimeout from predicators.approaches.oracle_approach import OracleApproach +from predicators.cogman import CogMan, run_episode_and_get_states from predicators.envs import BaseEnv +from predicators.execution_monitoring import create_execution_monitor from predicators.ground_truth_models import get_gt_options +from predicators.perception import create_perceiver from predicators.settings import CFG from predicators.structs import Action, Dataset, LowLevelTrajectory, \ ParameterizedOption, State, Task @@ -132,6 +134,9 @@ def _generate_demonstrations(env: BaseEnv, train_tasks: List[Task], """Use the demonstrator to generate demonstrations, one per training task starting from train_tasks_start_idx.""" if CFG.demonstrator == "oracle": + # Instantiate CogMan with the oracle approach (to be used as the + # demonstrator). This requires creating a perceiver and + # execution monitor according to settings from CFG. options = get_gt_options(env.get_name()) oracle_approach = OracleApproach( env.predicates, @@ -142,6 +147,9 @@ def _generate_demonstrations(env: BaseEnv, train_tasks: List[Task], task_planning_heuristic=CFG.offline_data_task_planning_heuristic, max_skeletons_optimized=CFG.offline_data_max_skeletons_optimized, bilevel_plan_without_sim=CFG.offline_data_bilevel_plan_without_sim) + perceiver = create_perceiver(CFG.perceiver) + execution_monitor = create_execution_monitor(CFG.execution_monitor) + cogman = CogMan(oracle_approach, perceiver, execution_monitor) else: # pragma: no cover # Disable all built-in keyboard shortcuts. keymaps = {k for k in plt.rcParams if k.startswith("keymap.")} @@ -154,14 +162,14 @@ def _generate_demonstrations(env: BaseEnv, train_tasks: List[Task], if annotate_with_gt_ops: annotations = [] num_tasks = min(len(train_tasks), CFG.max_initial_demos) - rng = np.random.default_rng(CFG.seed) - if CFG.offline_data_bilevel_plan_without_sim is None: - bilevel_plan_without_sim = CFG.bilevel_plan_without_sim - else: - bilevel_plan_without_sim = CFG.offline_data_bilevel_plan_without_sim for idx, task in enumerate(train_tasks): if idx < train_tasks_start_idx: # ignore demos before this index continue + if CFG.make_demo_videos or CFG.make_demo_images: + video_monitor = utils.VideoMonitor(env.render) + else: + video_monitor = None + # Note: we assume in main.py that demonstrations are only generated # for train tasks whose index is less than CFG.max_initial_demos. If # you modify code around here, make sure that this invariant holds. @@ -169,48 +177,41 @@ def _generate_demonstrations(env: BaseEnv, train_tasks: List[Task], break try: if CFG.demonstrator == "oracle": - timeout = CFG.offline_data_planning_timeout - if timeout == -1: - timeout = CFG.timeout - oracle_approach.solve(task, timeout=timeout) - # Since we're running the oracle approach, we know that - # the policy is actually a plan under the hood, and we - # can retrieve it with get_last_plan(). We do this - # because we want to run the full plan. - if bilevel_plan_without_sim: - last_nsrt_plan = oracle_approach.get_last_nsrt_plan() - policy = utils.nsrt_plan_to_greedy_policy( - last_nsrt_plan, task.goal, rng) - else: - last_plan = oracle_approach.get_last_plan() - policy = utils.option_plan_to_policy(last_plan) - # We will stop run_policy() when OptionExecutionFailure() - # is hit, which should only happen when the goal has been - # reached, as verified by the assertion later. - termination_function = lambda s: False + # In this case, we use the instantiated cogman to generate + # demonstrations. Importantly, we want to access state-action + # trajectories, not observation-action ones. + env_task = env.get_train_tasks()[idx] + cogman.reset(env_task) + traj, _, _ = run_episode_and_get_states( + cogman, + env, + "train", + idx, + max_num_steps=CFG.horizon, + exceptions_to_break_on={ + utils.OptionExecutionFailure, + utils.HumanDemonstrationFailure, + }, + monitor=video_monitor) else: # pragma: no cover + # Otherwise, we get human input demos. caption = (f"Task {idx+1} / {num_tasks}\nPlease demonstrate " f"achieving the goal:\n{task.goal}") policy = functools.partial(human_demonstrator_policy, env, caption, event_to_action) termination_function = task.goal_holds - - if CFG.make_demo_videos or CFG.make_demo_images: - monitor = utils.VideoMonitor(env.render) - else: - monitor = None - traj, _ = utils.run_policy( - policy, - env, - "train", - idx, - termination_function=termination_function, - max_num_steps=CFG.horizon, - exceptions_to_break_on={ - utils.OptionExecutionFailure, - utils.HumanDemonstrationFailure, - }, - monitor=monitor) + traj, _ = utils.run_policy( + policy, + env, + "train", + idx, + termination_function=termination_function, + max_num_steps=CFG.horizon, + exceptions_to_break_on={ + utils.OptionExecutionFailure, + utils.HumanDemonstrationFailure, + }, + monitor=video_monitor) except (ApproachTimeout, ApproachFailure, utils.EnvironmentFailure) as e: logging.warning("WARNING: Approach failed to solve with error: " @@ -245,13 +246,13 @@ def _generate_demonstrations(env: BaseEnv, train_tasks: List[Task], last_nsrt_plan = oracle_approach.get_last_nsrt_plan() annotations.append(list(last_nsrt_plan)) if CFG.make_demo_videos: - assert monitor is not None - video = monitor.get_video() + assert video_monitor is not None + video = video_monitor.get_video() outfile = f"{CFG.env}__{CFG.seed}__demo__task{idx}.mp4" utils.save_video(outfile, video) if CFG.make_demo_images: - assert monitor is not None - video = monitor.get_video() + assert video_monitor is not None + video = video_monitor.get_video() width = len(str(len(train_tasks))) task_number = str(idx).zfill(width) outfile_prefix = f"{CFG.env}__{CFG.seed}__demo__task{task_number}" diff --git a/predicators/main.py b/predicators/main.py index 36739cb809..ccbb52e74d 100644 --- a/predicators/main.py +++ b/predicators/main.py @@ -40,15 +40,14 @@ import time from collections import defaultdict from pathlib import Path -from typing import List, Optional, Sequence, Set, Tuple -from typing import Type as TypingType +from typing import List, Optional, Sequence, Tuple import dill as pkl from predicators import utils from predicators.approaches import ApproachFailure, ApproachTimeout, \ create_approach -from predicators.cogman import CogMan +from predicators.cogman import CogMan, run_episode_and_get_observations from predicators.datasets import create_dataset from predicators.envs import BaseEnv, create_new_env from predicators.execution_monitoring import create_execution_monitor @@ -56,8 +55,8 @@ parse_config_included_options from predicators.perception import create_perceiver from predicators.settings import CFG, get_allowed_query_type_names -from predicators.structs import Action, Dataset, InteractionRequest, \ - InteractionResult, Metrics, Observation, Response, Task, Video, _Option +from predicators.structs import Dataset, InteractionRequest, \ + InteractionResult, Metrics, Response, Task, Video from predicators.teacher import Teacher, TeacherInteractionMonitorWithVideo assert os.environ.get("PYTHONHASHSEED") == "0", \ @@ -272,7 +271,7 @@ def _generate_interaction_results( cogman.set_termination_function(request.termination_function) env_task = env.get_train_tasks()[request.train_task_idx] cogman.reset(env_task) - observed_traj, _, _ = _run_episode( + observed_traj, _, _ = run_episode_and_get_observations( cogman, env, "train", @@ -328,9 +327,10 @@ def _run_testing(env: BaseEnv, cogman: CogMan) -> Metrics: for test_task_idx, env_task in enumerate(test_tasks): solve_start = time.perf_counter() try: - # We call reset here, outside of run_episode, so that we can log - # planning failures, timeouts, etc. This is mostly for legacy - # reasons (before cogman existed separately from approaches). + # We call reset here, outside of run_episode_and_get_observations, + # so that we can log planning failures, timeouts, etc. This is + # mostly for legacy reasons (before cogman existed separately + # from approaches). cogman.reset(env_task) except (ApproachTimeout, ApproachFailure) as e: logging.info(f"Task {test_task_idx+1} / {len(test_tasks)}: " @@ -369,7 +369,7 @@ def _run_testing(env: BaseEnv, cogman: CogMan) -> Metrics: monitor = None try: # Now, measure success by running the policy in the environment. - traj, solved, execution_metrics = _run_episode( + traj, solved, execution_metrics = run_episode_and_get_observations( cogman, env, "test", @@ -460,91 +460,6 @@ def _run_testing(env: BaseEnv, cogman: CogMan) -> Metrics: return metrics -def _run_episode( - cogman: CogMan, - env: BaseEnv, - train_or_test: str, - task_idx: int, - max_num_steps: int, - do_env_reset: bool = True, - terminate_on_goal_reached: bool = True, - exceptions_to_break_on: Optional[Set[TypingType[Exception]]] = None, - monitor: Optional[utils.LoggingMonitor] = None -) -> Tuple[Tuple[List[Observation], List[Action]], bool, Metrics]: - """Execute cogman starting from the initial state of a train or test task - in the environment. - - Note that the environment and cogman internal states are updated. - - Terminates when any of these conditions hold: - (1) cogman.step returns None, indicating termination - (2) max_num_steps is reached - (3) cogman or env raise an exception of type in exceptions_to_break_on - (4) terminate_on_goal_reached is True and the env goal is reached. - - Note that in the case where the exception is raised in step, we exclude the - last action from the returned trajectory to maintain the invariant that - the trajectory states are of length one greater than the actions. - - This is defined here mostly to avoid circular import issues for cogman. - We may want to move it eventually. - """ - if do_env_reset: - env.reset(train_or_test, task_idx) - if monitor is not None: - monitor.reset(train_or_test, task_idx) - obs = env.get_observation() - observations = [obs] - actions: List[Action] = [] - curr_option: Optional[_Option] = None - metrics: Metrics = defaultdict(float) - metrics["policy_call_time"] = 0.0 - metrics["num_options_executed"] = 0.0 - exception_raised_in_step = False - if not (terminate_on_goal_reached and env.goal_reached()): - for _ in range(max_num_steps): - monitor_observed = False - exception_raised_in_step = False - try: - start_time = time.perf_counter() - act = cogman.step(obs) - metrics["policy_call_time"] += time.perf_counter() - start_time - if act is None: - break - if act.has_option() and act.get_option() != curr_option: - curr_option = act.get_option() - metrics["num_options_executed"] += 1 - # Note: it's important to call monitor.observe() before - # env.step(), because the monitor may, for example, call - # env.render(), which outputs images of the current env - # state. If we instead called env.step() first, we would - # mistakenly record images of the next time step instead of - # the current one. - if monitor is not None: - monitor.observe(obs, act) - monitor_observed = True - obs = env.step(act) - actions.append(act) - observations.append(obs) - except Exception as e: - if exceptions_to_break_on is not None and \ - any(issubclass(type(e), c) for c in exceptions_to_break_on): - if monitor_observed: - exception_raised_in_step = True - break - if monitor is not None and not monitor_observed: - monitor.observe(obs, None) - raise e - if terminate_on_goal_reached and env.goal_reached(): - break - if monitor is not None and not exception_raised_in_step: - monitor.observe(obs, None) - cogman.finish_episode(obs) - traj = (observations, actions) - solved = env.goal_reached() - return traj, solved, metrics - - def _save_test_results(results: Metrics, online_learning_cycle: Optional[int]) -> None: num_solved = results["num_solved"] diff --git a/predicators/utils.py b/predicators/utils.py index 93be4be80f..0558e8a245 100644 --- a/predicators/utils.py +++ b/predicators/utils.py @@ -1109,7 +1109,9 @@ def run_policy( last action from the returned trajectory to maintain the invariant that the trajectory states are of length one greater than the actions. - NOTE: this may be deprecated in the future in favor of run_episode. + NOTE: this may be deprecated in the future in favor of run_episode defined + in cogman.py. Ideally, we should consolidate both run_policy and + run_policy_with_simulator below into run_episode. """ if do_env_reset: env.reset(train_or_test, task_idx) diff --git a/tests/test_cogman.py b/tests/test_cogman.py index d16004d1c1..6e05211580 100644 --- a/tests/test_cogman.py +++ b/tests/test_cogman.py @@ -1,15 +1,20 @@ """Tests for cogman.py.""" +import time +from typing import Any, List + import numpy as np import pytest from predicators import utils from predicators.approaches import create_approach -from predicators.cogman import CogMan +from predicators.cogman import CogMan, run_episode_and_get_observations from predicators.envs import get_or_create_env +from predicators.envs.cover import CoverEnv from predicators.execution_monitoring import create_execution_monitor from predicators.ground_truth_models import get_gt_options from predicators.perception import create_perceiver +from predicators.structs import Action, DefaultState @pytest.mark.parametrize("exec_monitor_name", ["trivial", "mpc"]) @@ -72,3 +77,158 @@ def test_cogman_with_expected_atoms_monitor(): next_obs = env.step(act) next_act = cogman.step(next_obs) assert not np.allclose(act.arr, next_act.arr) + + +def test_run_episode_and_get_observations(): + """Tests for run_episode_and_get_observations().""" + utils.reset_config({"env": "cover"}) + env = CoverEnv() + train_tasks = [t.task for t in env.get_train_tasks()] + cover_options = get_gt_options(env.get_name()) + task = env.get_task("test", 0) + approach = create_approach("random_options", env.predicates, cover_options, + env.types, env.action_space, train_tasks) + perceiver = create_perceiver("trivial") + exec_monitor = create_execution_monitor("trivial") + cogman = CogMan(approach, perceiver, exec_monitor) + cogman.reset(task) + (states, actions), solved, metrics = run_episode_and_get_observations( + cogman, env, "test", 0, max_num_steps=5) + assert not solved + assert len(states) == 6 + assert len(actions) == 5 + assert "policy_call_time" in metrics + assert metrics["policy_call_time"] > 0.0 + assert metrics["num_options_executed"] > 0.0 + + # Test exceptions_to_break_on. + def _value_error_policy(_): + raise ValueError("mock error") + + class _MockApproach: + + def __init__(self, policy): + self._policy = policy + + def solve(self, task, timeout): + """Just use the given policy.""" + del task, timeout # unused + return self._policy + + def get_execution_monitoring_info(self) -> List[Any]: + """Just return empty list.""" + return [] + + class _CountingMonitor(utils.LoggingMonitor): + + def __init__(self): + self.num_observations = 0 + + def reset(self, train_or_test, task_idx): + self.num_observations = 0 + + def observe(self, obs, action): + self.num_observations += 1 + + approach = _MockApproach(_value_error_policy) + cogman = CogMan(approach, perceiver, exec_monitor) + cogman.reset(task) + + with pytest.raises(ValueError) as e: + _, _, _ = run_episode_and_get_observations(cogman, + env, + "test", + 0, + max_num_steps=5) + assert "mock error" in str(e) + + monitor = _CountingMonitor() + (states, _), _, _ = run_episode_and_get_observations( + cogman, + env, + "test", + 0, + max_num_steps=5, + exceptions_to_break_on={ValueError}, + monitor=monitor) + + assert len(states) == 1 + assert monitor.num_observations == 1 + + class _MockEnv: + + @staticmethod + def reset(train_or_test, task_idx): + """Reset the mock environment.""" + del train_or_test, task_idx # unused + return DefaultState + + @staticmethod + def step(action): + """Step the mock environment.""" + del action # unused + raise utils.EnvironmentFailure("mock failure") + + def get_observation(self): + """Gets currrent observation in mock environment.""" + return DefaultState + + def goal_reached(self): + """Goal never reached.""" + return False + + mock_env = _MockEnv() + ones_policy = lambda _: Action(np.zeros(1, dtype=np.float32)) + approach = _MockApproach(ones_policy) + cogman = CogMan(approach, perceiver, exec_monitor) + cogman.reset(task) + monitor = _CountingMonitor() + (states, actions), _, _ = run_episode_and_get_observations( + cogman, + mock_env, + "test", + 0, + max_num_steps=5, + exceptions_to_break_on={utils.EnvironmentFailure}, + monitor=monitor) + assert len(states) == 1 + assert len(actions) == 0 + assert monitor.num_observations == 1 + + # Test policy call time. + def _policy(_): + time.sleep(0.1) + return Action(env.action_space.sample()) + + approach = _MockApproach(_policy) + cogman = CogMan(approach, perceiver, exec_monitor) + cogman.reset(task) + + _, _, metrics = run_episode_and_get_observations(cogman, + env, + "test", + 0, + max_num_steps=3) + assert metrics["policy_call_time"] >= 3 * 0.1 + assert metrics["num_options_executed"] == 0 + + # Test with monitor in case where an uncaught exception is raised. + + def _policy(_): + raise ValueError("mock error") + + monitor = _CountingMonitor() + approach = _MockApproach(_policy) + cogman = CogMan(approach, perceiver, exec_monitor) + cogman.reset(task) + + try: + run_episode_and_get_observations(cogman, + mock_env, + "test", + 0, + max_num_steps=3, + monitor=monitor) + except ValueError: + pass + assert monitor.num_observations == 1 diff --git a/tests/test_main.py b/tests/test_main.py index 9891d3eafd..4db7a2e190 100644 --- a/tests/test_main.py +++ b/tests/test_main.py @@ -3,10 +3,8 @@ import shutil import sys import tempfile -import time -from typing import Any, Callable, List +from typing import Callable -import numpy as np import pytest import predicators.ground_truth_models @@ -17,9 +15,9 @@ from predicators.envs.cover import CoverEnv from predicators.execution_monitoring import create_execution_monitor from predicators.ground_truth_models import get_gt_options -from predicators.main import _run_episode, _run_testing, main +from predicators.main import _run_testing, main from predicators.perception import create_perceiver -from predicators.structs import Action, DefaultState, State, Task +from predicators.structs import Action, State, Task _GROUND_TRUTH_MODULE_PATH = predicators.ground_truth_models.__name__ @@ -284,152 +282,3 @@ def test_env_failure(): exec_monitor = create_execution_monitor("trivial") cogman = CogMan(approach, perceiver, exec_monitor) _run_testing(env, cogman) - - -def test_run_episode(): - """Tests for _run_episode().""" - utils.reset_config({"env": "cover"}) - env = CoverEnv() - train_tasks = [t.task for t in env.get_train_tasks()] - cover_options = get_gt_options(env.get_name()) - task = env.get_task("test", 0) - approach = create_approach("random_options", env.predicates, cover_options, - env.types, env.action_space, train_tasks) - perceiver = create_perceiver("trivial") - exec_monitor = create_execution_monitor("trivial") - cogman = CogMan(approach, perceiver, exec_monitor) - cogman.reset(task) - (states, actions), solved, metrics = _run_episode(cogman, - env, - "test", - 0, - max_num_steps=5) - assert not solved - assert len(states) == 6 - assert len(actions) == 5 - assert "policy_call_time" in metrics - assert metrics["policy_call_time"] > 0.0 - assert metrics["num_options_executed"] > 0.0 - - # Test exceptions_to_break_on. - def _value_error_policy(_): - raise ValueError("mock error") - - class _MockApproach: - - def __init__(self, policy): - self._policy = policy - - def solve(self, task, timeout): - """Just use the given policy.""" - del task, timeout # unused - return self._policy - - def get_execution_monitoring_info(self) -> List[Any]: - """Just return empty list.""" - return [] - - class _CountingMonitor(utils.LoggingMonitor): - - def __init__(self): - self.num_observations = 0 - - def reset(self, train_or_test, task_idx): - self.num_observations = 0 - - def observe(self, obs, action): - self.num_observations += 1 - - approach = _MockApproach(_value_error_policy) - cogman = CogMan(approach, perceiver, exec_monitor) - cogman.reset(task) - - with pytest.raises(ValueError) as e: - _, _, _ = _run_episode(cogman, env, "test", 0, max_num_steps=5) - assert "mock error" in str(e) - - monitor = _CountingMonitor() - (states, _), _, _ = _run_episode(cogman, - env, - "test", - 0, - max_num_steps=5, - exceptions_to_break_on={ValueError}, - monitor=monitor) - - assert len(states) == 1 - assert monitor.num_observations == 1 - - class _MockEnv: - - @staticmethod - def reset(train_or_test, task_idx): - """Reset the mock environment.""" - del train_or_test, task_idx # unused - return DefaultState - - @staticmethod - def step(action): - """Step the mock environment.""" - del action # unused - raise utils.EnvironmentFailure("mock failure") - - def get_observation(self): - """Gets currrent observation in mock environment.""" - return DefaultState - - def goal_reached(self): - """Goal never reached.""" - return False - - mock_env = _MockEnv() - ones_policy = lambda _: Action(np.zeros(1, dtype=np.float32)) - approach = _MockApproach(ones_policy) - cogman = CogMan(approach, perceiver, exec_monitor) - cogman.reset(task) - monitor = _CountingMonitor() - (states, actions), _, _ = _run_episode( - cogman, - mock_env, - "test", - 0, - max_num_steps=5, - exceptions_to_break_on={utils.EnvironmentFailure}, - monitor=monitor) - assert len(states) == 1 - assert len(actions) == 0 - assert monitor.num_observations == 1 - - # Test policy call time. - def _policy(_): - time.sleep(0.1) - return Action(env.action_space.sample()) - - approach = _MockApproach(_policy) - cogman = CogMan(approach, perceiver, exec_monitor) - cogman.reset(task) - - _, _, metrics = _run_episode(cogman, env, "test", 0, max_num_steps=3) - assert metrics["policy_call_time"] >= 3 * 0.1 - assert metrics["num_options_executed"] == 0 - - # Test with monitor in case where an uncaught exception is raised. - - def _policy(_): - raise ValueError("mock error") - - monitor = _CountingMonitor() - approach = _MockApproach(_policy) - cogman = CogMan(approach, perceiver, exec_monitor) - cogman.reset(task) - - try: - _run_episode(cogman, - mock_env, - "test", - 0, - max_num_steps=3, - monitor=monitor) - except ValueError: - pass - assert monitor.num_observations == 1 From aa2bc677ab0b816ee67dad1b267cb127a599d978 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Mon, 13 May 2024 09:37:03 -0400 Subject: [PATCH 10/18] End to end vlm pred invention (#1646) * progress; but next steps need to be figured out * plumbing done, but doesn't really work? * kitchen works! * good to go! * good to go! * works now! --- .../grammar_search_invention_approach.md | 4 +- .../grammar_search_invention_approach.py | 5 +- .../approaches/nsrt_learning_approach.py | 5 +- predicators/datasets/__init__.py | 37 ++- .../datasets/generate_atom_trajs_with_vlm.py | 252 +++++++++++++----- .../atom_labelling/per_scene_naive.txt | 2 +- .../options_labels_whole_traj.txt | 2 +- predicators/envs/kitchen.py | 3 +- .../ice_tea_making/__init__.py | 2 +- .../ice_tea_making/nsrts.py | 6 +- .../ice_tea_making/options.py | 2 +- .../ground_truth_models/kitchen/options.py | 15 +- predicators/nsrt_learning/sampler_learning.py | 8 +- predicators/settings.py | 2 +- predicators/utils.py | 10 +- tests/datasets/test_datasets.py | 46 +++- tests/test_utils.py | 2 +- 17 files changed, 303 insertions(+), 100 deletions(-) diff --git a/predicators/approaches/documentation/grammar_search_invention_approach.md b/predicators/approaches/documentation/grammar_search_invention_approach.md index 2919dfa218..b8fb4e2ce1 100644 --- a/predicators/approaches/documentation/grammar_search_invention_approach.md +++ b/predicators/approaches/documentation/grammar_search_invention_approach.md @@ -64,9 +64,9 @@ apple_coring__vlm_demos__456__2 ### Running predicate invention using these image demos To use the Gemini VLM, you need to set the `GOOGLE_API_KEY` environment variable in your terminal. You can make/get an API key [here](https://aistudio.google.com/app/apikey). -Example command: `python predicators/main.py --env apple_coring --seed 456 --approach grammar_search_invention --excluded_predicates all --num_train_tasks 1 --num_test_tasks 0 --offline_data_method img_demos --vlm_trajs_folder_name apple_coring__vlm_demos__456__1` +Example command: `python predicators/main.py --env apple_coring --seed 456 --approach grammar_search_invention --excluded_predicates all --num_train_tasks 1 --num_test_tasks 0 --offline_data_method saved_vlm_img_demos_folder --vlm_trajs_folder_name apple_coring__vlm_demos__456__1` -The important flags here are the `--offline_data_method img_demos` and the `--vlm_trajs_folder_name apple_coring__vlm_demos__456__1`. The latter should point to the folder housing the demonstration set of interest! +The important flags here are the `--offline_data_method saved_vlm_img_demos_folder` and the `--vlm_trajs_folder_name apple_coring__vlm_demos__456__1`. The latter should point to the folder housing the demonstration set of interest! Note that VLM responses are always cached, so if you run the command on a demonstration set and then rerun it, it should be much faster since it's using cached responses! diff --git a/predicators/approaches/grammar_search_invention_approach.py b/predicators/approaches/grammar_search_invention_approach.py index 3d5691655f..e3ed765706 100644 --- a/predicators/approaches/grammar_search_invention_approach.py +++ b/predicators/approaches/grammar_search_invention_approach.py @@ -995,7 +995,10 @@ def _parse_atom_dataset_from_annotated_dataset( return (atom_dataset, candidates) def learn_from_offline_dataset(self, dataset: Dataset) -> None: - if not CFG.offline_data_method in ["demo+labelled_atoms", "img_demos"]: + if not CFG.offline_data_method in [ + "demo+labelled_atoms", "saved_vlm_img_demos_folder", + "demo_with_vlm_imgs" + ]: atom_dataset, candidates = self._generate_atom_dataset_via_grammar( dataset) else: diff --git a/predicators/approaches/nsrt_learning_approach.py b/predicators/approaches/nsrt_learning_approach.py index 8a5dc89488..d6dcbf06ff 100644 --- a/predicators/approaches/nsrt_learning_approach.py +++ b/predicators/approaches/nsrt_learning_approach.py @@ -74,7 +74,10 @@ def _learn_nsrts(self, trajectories: List[LowLevelTrajectory], ground_atom_dataset = utils.create_ground_atom_dataset( trajectories, self._get_current_predicates()) utils.save_ground_atom_dataset(ground_atom_dataset, dataset_fname) - elif CFG.offline_data_method in ["demo+labelled_atoms", "img_demos"]: + elif CFG.offline_data_method in [ + "demo+labelled_atoms", "saved_vlm_img_demos_folder", + "demo_with_vlm_imgs" + ]: # In this case, the annotations are basically ground atoms! # We can use these to make GroundAtomTrajectories. assert annotations is not None diff --git a/predicators/datasets/__init__.py b/predicators/datasets/__init__.py index 6a5159886d..9610d3bebf 100644 --- a/predicators/datasets/__init__.py +++ b/predicators/datasets/__init__.py @@ -7,8 +7,9 @@ from predicators.datasets.demo_only import create_demo_data from predicators.datasets.demo_replay import create_demo_replay_data from predicators.datasets.generate_atom_trajs_with_vlm import \ - create_ground_atom_data_from_img_trajs, \ - create_ground_atom_data_from_labelled_txt + create_ground_atom_data_from_generated_demos, \ + create_ground_atom_data_from_labelled_txt, \ + create_ground_atom_data_from_saved_img_trajs from predicators.datasets.ground_atom_data import create_ground_atom_data from predicators.envs import BaseEnv from predicators.settings import CFG @@ -43,16 +44,42 @@ def create_dataset(env: BaseEnv, train_tasks: List[Task], n = int(CFG.teacher_dataset_num_examples) assert n >= 1, "Must have at least 1 example of each predicate" return create_ground_atom_data(env, base_dataset, excluded_preds, n) + if CFG.offline_data_method == "demo_with_vlm_imgs": # pragma: no cover # pylint:disable=line-too-long + # NOTE: this below method is tested separately; it's just that testing + # it by calling the above function is painful because a VLM is + # instantiated and called from inside this method, but when testing, + # we want to instantiate our own 'dummy' VLM. + # NOTE: this data generation method is currently not compatible with + # option learning because it will modify dataset trajectories to + # remove a number of intermediate states when an option was being + # executed. Thus, we assert this before doing anything further. + assert CFG.option_learner == "no_learning", \ + ("offline data method demo_with_vlm_imgs only compatible with the" + "'no_learning' option learner.") + # First, we call create_demo_data to create a dataset. + demo_data = create_demo_data(env, + train_tasks, + known_options, + annotate_with_gt_ops=False) + assert len(demo_data.trajectories) == len(train_tasks), ( + "Cannot run " + "VLM-based predicate invention if we don't have one demo per " + "training task; ensure there are no failures in demonstration " + "generation.") + # Second, we add annotations to these trajectories by leveraging + # a VLM. + return create_ground_atom_data_from_generated_demos( + demo_data, env, train_tasks) if CFG.offline_data_method == "demo+labelled_atoms": return create_ground_atom_data_from_labelled_txt( env, train_tasks, known_options) - if CFG.offline_data_method == "img_demos": # pragma: no cover. + if CFG.offline_data_method == "saved_vlm_img_demos_folder": # pragma: no cover # pylint:disable=line-too-long # NOTE: this below method is tested separately; it's just that testing # it by calling the above function is painful because a VLM is # instantiated and called from inside this method, but when testing, # we want to instantiate our own 'dummy' VLM. - return create_ground_atom_data_from_img_trajs(env, train_tasks, - known_options) + return create_ground_atom_data_from_saved_img_trajs( + env, train_tasks, known_options) if CFG.offline_data_method == "empty": return Dataset([]) raise NotImplementedError("Unrecognized dataset method.") diff --git a/predicators/datasets/generate_atom_trajs_with_vlm.py b/predicators/datasets/generate_atom_trajs_with_vlm.py index 66a5cca61b..2d3ec2fdf2 100644 --- a/predicators/datasets/generate_atom_trajs_with_vlm.py +++ b/predicators/datasets/generate_atom_trajs_with_vlm.py @@ -15,6 +15,7 @@ from predicators import utils from predicators.envs import BaseEnv from predicators.envs.vlm_envs import DUMMY_GOAL_OBJ_NAME, VLMPredicateEnv +from predicators.nsrt_learning.segmentation import _segment_with_option_changes from predicators.pretrained_model_interface import GoogleGeminiVLM, \ VisionLanguageModel from predicators.settings import CFG @@ -208,7 +209,7 @@ def _parse_unique_atom_proposals_from_list( return atoms_strs_set -def save_labelled_trajs_as_txt( +def _save_labelled_trajs_as_txt( env: BaseEnv, labelled_atoms_trajs: List[List[str]], ground_option_trajs: List[List[_Option]]) -> None: """Save a txt file with a text representation of GroundAtomTrajectories. @@ -249,6 +250,36 @@ def save_labelled_trajs_as_txt( logging.info(f"Human-readable labelled trajectory saved to {filepath}!") +def _save_img_option_trajs_in_folder( + img_option_trajs: List[ImageOptionTrajectory]) -> None: + """Save a set of image option trajectories as a folder.""" + data_dir_path = os.path.join(utils.get_path_to_predicators_root(), + CFG.data_dir) + base_folder_name = CFG.env + "__vlm_demos___" + str(CFG.seed) + "__" + str( + len(img_option_trajs)) + base_folder_path = Path(data_dir_path, base_folder_name) + if not os.path.exists(base_folder_path): + os.makedirs(base_folder_path, exist_ok=False) + for i, img_option_traj in enumerate(img_option_trajs): + curr_traj_folder = Path(base_folder_path, "traj_" + str(i)) + os.makedirs(curr_traj_folder, exist_ok=False) + for j, img_list in enumerate(img_option_traj.imgs): + curr_traj_timestep_folder = Path(curr_traj_folder, str(j)) + os.makedirs(curr_traj_timestep_folder, exist_ok=False) + for k, img in enumerate(img_list): + img.save( + Path(curr_traj_timestep_folder, + str(j) + "_" + str(k) + ".jpg")) + options_txt_file_path = Path(curr_traj_folder, "options_traj.txt") + options_txt_file_contents = "" + for opt in img_option_traj.actions: + options_txt_file_contents += opt.name + "(" + ", ".join( + obj.name for obj in opt.objects) + ", [" + ", ".join( + str(param) for param in opt.params.tolist()) + "])\n" + with open(options_txt_file_path, "w", encoding="utf-8") as f: + f.write(options_txt_file_contents) + + def _parse_structured_state_into_ground_atoms( env: BaseEnv, train_tasks: List[Task], @@ -260,19 +291,27 @@ def _parse_structured_state_into_ground_atoms( # Firstly, the number of train tasks must equal the number of structured # state demos we have. assert len(train_tasks) == len(structured_state_trajs) - # Secondly, we assume there is only one goal predicate, and that it is - # a dummy goal predicate. - assert len(env.goal_predicates) == 1 - goal_preds_list = list(env.goal_predicates) - goal_predicate = goal_preds_list[0] - assert goal_predicate.name == "DummyGoal" - # We also assume that there is precisely one "object" type that is + # Next, we check whether the task goal is a 'DummyGoal'. In this case, we + # must be using an environment that hasn't been fully implemented (with + # proper goal predicates, options, etc.). + use_dummy_goal = False + if "DummyGoal" in str(train_tasks[0].goal): + # In this case, we assume there is only one goal predicate, and that it + # is a dummy goal predicate. + assert len(env.goal_predicates) == 1 + goal_preds_list = list(env.goal_predicates) + goal_predicate = goal_preds_list[0] + assert goal_predicate.name == "DummyGoal" + use_dummy_goal = True + + # We also check whether there is precisely one "object" type that is # a superset of all other object types. obj_type = None for t in env.types: obj_type = t.oldest_ancestor - assert obj_type.name == "object" - assert obj_type is not None + if obj_type.name != "object": + obj_type = None + break def _get_vlm_query_str(pred_name: str, objects: Sequence[Object]) -> str: return pred_name + "(" + ", ".join( @@ -286,12 +325,14 @@ def _get_vlm_query_str(pred_name: str, objects: Sequence[Object]) -> str: curr_atoms_traj = [] objs_for_task = set(train_tasks[i].init) curr_obj_name_to_obj = {obj.name: obj for obj in objs_for_task} - # NOTE: We assume that there is precisely one dummy object that is - # used to track whether the dummy goal has been reached or not. - assert DUMMY_GOAL_OBJ_NAME in curr_obj_name_to_obj - # Create a goal atom for this demonstration using the goal predicate. - goal_atom = GroundAtom(goal_predicate, - [curr_obj_name_to_obj[DUMMY_GOAL_OBJ_NAME]]) + goal_atoms = train_tasks[i].goal + + if use_dummy_goal: + # NOTE: In this case, we assume that there is precisely one dummy + # object that is used to track whether the dummy goal has been + # reached or not. + assert DUMMY_GOAL_OBJ_NAME in curr_obj_name_to_obj + for structured_state in traj: curr_ground_atoms_state = set() for pred_name, objs_and_val_dict in structured_state.items(): @@ -331,6 +372,11 @@ def _get_vlm_query_str(pred_name: str, objects: Sequence[Object]) -> str: assert num_args == len(obj_args) # Given this, add one new predicate with num_args # number of 'object' type arguments. + assert obj_type is not None, ( + "VLM atom parsing " + "failure; please add an 'object' type to your " + "environment that is a supertype of all other " + "types.") pred_name_to_pred[ pred_name] = utils.create_vlm_predicate( pred_name, [obj_type for _ in range(num_args)], @@ -347,7 +393,7 @@ def _get_vlm_query_str(pred_name: str, objects: Sequence[Object]) -> str: [curr_obj_name_to_obj[o] for o in obj_args])) curr_atoms_traj.append(curr_ground_atoms_state) # Add the goal atom at the end of the trajectory. - curr_atoms_traj[-1].add(goal_atom) + curr_atoms_traj[-1] |= goal_atoms atoms_trajs.append(curr_atoms_traj) return atoms_trajs @@ -552,6 +598,131 @@ def _parse_vlmtraj_file_into_structured_trajs( return (output_state_trajs, output_action_trajs) +def _query_vlm_to_generate_ground_atoms_trajs( + image_option_trajs: List[ImageOptionTrajectory], env: BaseEnv, + train_tasks: List[Task], all_task_objs: Set[Object], + vlm: VisionLanguageModel) -> List[List[Set[GroundAtom]]]: + """Given a collection of ImageOptionTrajectories, query a VLM to convert + these into ground atom trajectories.""" + if not CFG.grammar_search_vlm_atom_proposal_use_debug: + logging.info("Querying VLM for candidate atom proposals...") + atom_strs_proposals_list = _sample_vlm_atom_proposals_from_trajectories( + image_option_trajs, vlm, 1) + logging.info("Done querying VLM for candidate atoms!") + # We now parse and sanitize this set of atoms. + atom_proposals_set = _parse_unique_atom_proposals_from_list( + atom_strs_proposals_list, all_task_objs) + else: # pragma: no cover. + assert isinstance(env, VLMPredicateEnv) + atom_proposals_set = env.vlm_debug_atom_strs + assert len(atom_proposals_set) > 0, "Atom proposals set is empty!" + # Given this set of unique atom proposals, we now ask the VLM + # to label these in every scene from the demonstrations. + # NOTE: we convert to a sorted list here to get rid of randomness from set + # ordering. + unique_atoms_list = sorted(atom_proposals_set) + # Now, query the VLM! + logging.info("Querying VLM to label every scene...") + atom_labels = _label_trajectories_with_vlm_atom_values( + image_option_trajs, vlm, unique_atoms_list) + logging.info("Done querying VLM for scene labelling!") + # Save the output as a human-readable txt file. + _save_labelled_trajs_as_txt( + env, atom_labels, [io_traj.actions for io_traj in image_option_trajs]) + # Now, parse this information into a Dataset! + # Start by converting all the labelled atoms into a more structured + # dict. This requires each set of labelled atoms text to be enclosed + # by curly brackets. + structured_state_trajs = [] + for atom_traj in atom_labels: + atoms_txt_strs = [ + '{' + curr_ts_atoms_txt + '}' for curr_ts_atoms_txt in atom_traj + ] + full_traj_atoms_str = '\n\n'.join(atoms_txt_strs) + structured_state_trajs.append( + _parse_atoms_txt_into_structured_state(full_traj_atoms_str)) + # Given this, we now convert each trajectory consisting of a series of + # structured states into a trajectory of GroundAtoms. + ground_atoms_trajs = _parse_structured_state_into_ground_atoms( + env, train_tasks, structured_state_trajs) + _debug_log_atoms_trajs(ground_atoms_trajs) + return ground_atoms_trajs + + +def create_ground_atom_data_from_generated_demos( + dataset: Dataset, + env: BaseEnv, + train_tasks: List[Task], + vlm: Optional[VisionLanguageModel] = None) -> Dataset: + """Given an input dataset that's been generated from one of our + environments, run the VLM on the images associated with the dataset. Return + a potentially *smaller* dataset that is annotated with VLM atom values. + + Why are we returning a potentially-smaller dataset here? For many of + our environments, option executions result in multiple actions (not + just one). However, we only want to call the VLM to label the + state(s) before and after option execution. Thus, we first segment + the dataset.trajectories via option. We pick out the states before + and after each option execution to call the VLM on. We also replace + the trajectory actions with dummy zero actions that have the right + option. Thus, the dataset returned by this function is not suitable + for option learning (it's really intended for a setting where + options are known). + """ + # We start by converting trajectories into ImageOptionTrajectories + # that we can feed to a VLM. + img_option_trajs: List[ImageOptionTrajectory] = [] + all_task_objs: Set[Object] = set() + option_segmented_trajs: List[LowLevelTrajectory] = [] + for traj in dataset.trajectories: + # We segment using option changes, which implicitly assumes that + # each action in the trajectory is linked to an option that isn't + # None. + segments = _segment_with_option_changes(traj, set(), None) + curr_traj_states_for_vlm: List[State] = [] + curr_traj_actions_for_vlm: List[Action] = [] + for segment in segments: + curr_traj_states_for_vlm.append(segment.states[0]) + curr_traj_actions_for_vlm.append(segment.actions[0]) + # We manually add the final two states (initial state and terminal + # state of the final option). + curr_traj_states_for_vlm.append(traj.states[-1]) + # Pull out the images within the states we've saved for the trajectory. + # We assume that images are saved in the state's simulator_state + # field. + state_imgs: List[List[PIL.Image.Image]] = [] + for state in curr_traj_states_for_vlm: + assert isinstance(state.simulator_state, List) + assert len(state.simulator_state) > 0 + state_imgs.append([ + PIL.Image.fromarray(img_arr) # type: ignore + for img_arr in state.simulator_state + ]) + img_option_trajs.append( + ImageOptionTrajectory( + set(traj.states[0]), state_imgs, + [act.get_option() for act in curr_traj_actions_for_vlm], True, + traj.train_task_idx)) + option_segmented_trajs.append( + LowLevelTrajectory(curr_traj_states_for_vlm, [ + Action(np.zeros(act.arr.shape, dtype=float), act.get_option()) + for act in curr_traj_actions_for_vlm + ], True, traj.train_task_idx)) + all_task_objs |= set(traj.states[0]) + # We assume that all the input trajectories are such that the train task + # goal is achieved. Verify this before proceeding. + assert train_tasks[traj.train_task_idx].goal_holds(traj.states[-1]) + # Save the trajectories in a folder so they can be loaded and re-labelled + # later. + _save_img_option_trajs_in_folder(img_option_trajs) + # Now, given these trajectories, we can query the VLM. + if vlm is None: + vlm = GoogleGeminiVLM(CFG.vlm_model_name) # pragma: no cover. + ground_atoms_trajs = _query_vlm_to_generate_ground_atoms_trajs( + img_option_trajs, env, train_tasks, all_task_objs, vlm) + return Dataset(option_segmented_trajs, ground_atoms_trajs) + + def create_ground_atom_data_from_labelled_txt( env: BaseEnv, train_tasks: List[Task], known_options: Set[ParameterizedOption]) -> Dataset: @@ -579,7 +750,7 @@ def create_ground_atom_data_from_labelled_txt( return Dataset(low_level_trajs, ground_atoms_trajs) -def create_ground_atom_data_from_img_trajs( +def create_ground_atom_data_from_saved_img_trajs( env: BaseEnv, train_tasks: List[Task], known_options: Set[ParameterizedOption], @@ -665,49 +836,8 @@ def create_ground_atom_data_from_img_trajs( # atoms that might be relevant to decision-making. if vlm is None: vlm = GoogleGeminiVLM(CFG.vlm_model_name) # pragma: no cover. - - if not CFG.grammar_search_vlm_atom_proposal_use_debug: - logging.info("Querying VLM for candidate atom proposals...") - atom_strs_proposals_list = _sample_vlm_atom_proposals_from_trajectories( - image_option_trajs, vlm, 1) - logging.info("Done querying VLM for candidate atoms!") - # We now parse and sanitize this set of atoms. - atom_proposals_set = _parse_unique_atom_proposals_from_list( - atom_strs_proposals_list, all_task_objs) - else: # pragma: no cover. - assert isinstance(env, VLMPredicateEnv) - atom_proposals_set = env.vlm_debug_atom_strs - assert len(atom_proposals_set) > 0, "Atom proposals set is empty!" - # Given this set of unique atom proposals, we now ask the VLM - # to label these in every scene from the demonstrations. - # NOTE: we convert to a sorted list here to get rid of randomness from set - # ordering. - unique_atoms_list = sorted(atom_proposals_set) - # Now, query the VLM! - logging.info("Querying VLM to label every scene...") - atom_labels = _label_trajectories_with_vlm_atom_values( - image_option_trajs, vlm, unique_atoms_list) - logging.info("Done querying VLM for scene labelling!") - # Save the output as a human-readable txt file. - save_labelled_trajs_as_txt( - env, atom_labels, [io_traj.actions for io_traj in image_option_trajs]) - # Now, parse this information into a Dataset! - # Start by converting all the labelled atoms into a more structured - # dict. This requires each set of labelled atoms text to be enclosed - # by curly brackets. - structured_state_trajs = [] - for atom_traj in atom_labels: - atoms_txt_strs = [ - '{' + curr_ts_atoms_txt + '}' for curr_ts_atoms_txt in atom_traj - ] - full_traj_atoms_str = '\n\n'.join(atoms_txt_strs) - structured_state_trajs.append( - _parse_atoms_txt_into_structured_state(full_traj_atoms_str)) - # Given this, we now convert each trajectory consisting of a series of - # structured states into a trajectory of GroundAtoms. - ground_atoms_trajs = _parse_structured_state_into_ground_atoms( - env, train_tasks, structured_state_trajs) - _debug_log_atoms_trajs(ground_atoms_trajs) + ground_atoms_trajs = _query_vlm_to_generate_ground_atoms_trajs( + image_option_trajs, env, train_tasks, all_task_objs, vlm) # Now, we just need to create a goal state for every train task where # the dummy goal predicate holds. This is just bookkeeping necessary # for NSRT learning and planning such that the goal doesn't hold diff --git a/predicators/datasets/vlm_input_data_prompts/atom_labelling/per_scene_naive.txt b/predicators/datasets/vlm_input_data_prompts/atom_labelling/per_scene_naive.txt index 45ecfebcd6..b205083259 100644 --- a/predicators/datasets/vlm_input_data_prompts/atom_labelling/per_scene_naive.txt +++ b/predicators/datasets/vlm_input_data_prompts/atom_labelling/per_scene_naive.txt @@ -1,2 +1,2 @@ -You are a vision system for a robot. Your job is to output the values of the following predicates based on the provided visual scene. For each predicate, output True, False, or Unknown if the relevant objects are not in the scene or the value of the predicate simply cannot be determined. Output each predicate value as a bulleted list with each predicate and value on a different line. Use the format: : . Ensure there is a period ('.') after every list item. Do not output any text except the names and truth values of predicates. +You are a vision system for a robot. Your job is to output the values of the following predicates based on the provided visual scene. For each predicate, output True, False, or Unknown if the relevant objects are not in the scene or the value of the predicate simply cannot be determined. Output each predicate value as a bulleted list (use '*' for the bullets) with each predicate and value on a different line. Use the format: `(, , ...): ` given the provided predicates and arguments exactly. Ensure there is a period ('.') after every list item. Do not output any text except the names and truth values of predicates. Predicates: \ No newline at end of file diff --git a/predicators/datasets/vlm_input_data_prompts/atom_proposal/options_labels_whole_traj.txt b/predicators/datasets/vlm_input_data_prompts/atom_proposal/options_labels_whole_traj.txt index 9532669d5f..0dddfe7001 100644 --- a/predicators/datasets/vlm_input_data_prompts/atom_proposal/options_labels_whole_traj.txt +++ b/predicators/datasets/vlm_input_data_prompts/atom_proposal/options_labels_whole_traj.txt @@ -1 +1 @@ -You are a robotic vision system whose job is to output a structured set of predicates useful for describing important concepts in the following demonstration of a task. You will be provided with a list of actions used during the task, as well as images of states before and after every action execution. Please provide predicates in terms of the following objects: {objs}. For each predicate, output it in the following format: predicate_name(obj1, obj2, obj3...). Start by generating predicates that change before and after each action. After this, generate any other predicates that perhaps do not change but are still important to describing the demonstration shown. \ No newline at end of file +You are a robotic vision system whose job is to output a structured set of predicates useful for describing important concepts in the following demonstration of a task. You will be provided with a list of actions used during the task, as well as images of states before and after every action execution. Please provide predicates in terms of the following objects: {objs}. For each predicate, output it in the following format: predicate_name(obj1, obj2, obj3...). Start by generating predicates that change before and after each action. After this, generate any other predicates that perhaps do not change but are still important to describing the demonstration shown. For each predicate you generate, also generate predicates that are synonyms and antonyms so that any predicate that is even tangentially relevant to the demonstrations is generated. \ No newline at end of file diff --git a/predicators/envs/kitchen.py b/predicators/envs/kitchen.py index 04c6a15de0..8220f21a54 100644 --- a/predicators/envs/kitchen.py +++ b/predicators/envs/kitchen.py @@ -43,8 +43,9 @@ class KitchenEnv(BaseEnv): """Kitchen environment wrapping dm_control Kitchen.""" - gripper_type = Type("gripper", ["x", "y", "z", "qw", "qx", "qy", "qz"]) object_type = Type("object", ["x", "y", "z"]) + gripper_type = Type("gripper", ["x", "y", "z", "qw", "qx", "qy", "qz"], + parent=object_type) on_off_type = Type("on_off", ["x", "y", "z", "angle"], parent=object_type) hinge_door_type = Type("hinge_door", ["x", "y", "z", "angle"], parent=on_off_type) diff --git a/predicators/ground_truth_models/ice_tea_making/__init__.py b/predicators/ground_truth_models/ice_tea_making/__init__.py index f12182c3e2..763cb4486f 100644 --- a/predicators/ground_truth_models/ice_tea_making/__init__.py +++ b/predicators/ground_truth_models/ice_tea_making/__init__.py @@ -1,4 +1,4 @@ -"""Ground-truth models for blocks environment and variants.""" +"""Ground-truth models for ice tea making environment.""" from .nsrts import TeaMakingGroundTruthNSRTFactory from .options import TeaMakingGroundTruthOptionFactory diff --git a/predicators/ground_truth_models/ice_tea_making/nsrts.py b/predicators/ground_truth_models/ice_tea_making/nsrts.py index ee0f6a60fa..9adf35195a 100644 --- a/predicators/ground_truth_models/ice_tea_making/nsrts.py +++ b/predicators/ground_truth_models/ice_tea_making/nsrts.py @@ -1,4 +1,4 @@ -"""Ground-truth NSRTs for the blocks environment.""" +"""Ground-truth NSRTs for the tea making environment.""" from typing import Dict, Set @@ -7,10 +7,10 @@ class TeaMakingGroundTruthNSRTFactory(GroundTruthNSRTFactory): - """Ground-truth NSRTs for the apple_coring environment.""" + """Ground-truth NSRTs for the tea making environment.""" @classmethod - def get_env_names(cls) -> Set[str]: + def get_env_names(cls) -> Set[str]: # pragma: no cover return {"ice_tea_making"} @staticmethod diff --git a/predicators/ground_truth_models/ice_tea_making/options.py b/predicators/ground_truth_models/ice_tea_making/options.py index 69c65b8dda..8a845949eb 100644 --- a/predicators/ground_truth_models/ice_tea_making/options.py +++ b/predicators/ground_truth_models/ice_tea_making/options.py @@ -1,4 +1,4 @@ -"""Ground-truth options for the (non-pybullet) blocks environment.""" +"""Ground-truth options for the ice tea making environment.""" from typing import Dict, Sequence, Set diff --git a/predicators/ground_truth_models/kitchen/options.py b/predicators/ground_truth_models/kitchen/options.py index fadddfb435..d1175f559c 100644 --- a/predicators/ground_truth_models/kitchen/options.py +++ b/predicators/ground_truth_models/kitchen/options.py @@ -250,11 +250,16 @@ def _PushObjOnObjForward_terminal(state: State, memory: Dict, if gripper_y - obj_y > 2 * cls.moveto_tol or \ gripper_y - obj2_y > 2 * cls.moveto_tol: return True - if not GroundAtom(OnTop, [obj, obj2]).holds(state): - return False - # Stronger check to deal with case where push release leads object - # to be no longer OnTop. - return obj_y > obj2_y - cls.moveto_tol / 4.0 + # NOTE: this stronger check was necessary at some point to deal + # with a subtle case where this action pushes the kettle off + # the burner when it ends. However, this stronger check often + # doesn't terminate when the goal is set to pushing the kettle + # onto a particular burner. So now, we just terminate + # when the action's symbolic effects hold; we might have to + # reinstate/incorporate this stronger check later if the issue + # starts cropping up again. + # return obj_y > obj2_y - cls.moveto_tol / 4.0 + return GroundAtom(OnTop, [obj, obj2]).holds(state) PushObjOnObjForward = ParameterizedOption( "PushObjOnObjForward", diff --git a/predicators/nsrt_learning/sampler_learning.py b/predicators/nsrt_learning/sampler_learning.py index 35768006cb..f11a7be754 100644 --- a/predicators/nsrt_learning/sampler_learning.py +++ b/predicators/nsrt_learning/sampler_learning.py @@ -15,7 +15,8 @@ from predicators.settings import CFG from predicators.structs import NSRT, Array, Datastore, EntToEntSub, \ GroundAtom, LiftedAtom, NSRTSampler, Object, OptionSpec, \ - ParameterizedOption, SamplerDatapoint, State, STRIPSOperator, Variable + ParameterizedOption, SamplerDatapoint, State, STRIPSOperator, Variable, \ + VLMPredicate def learn_samplers(strips_ops: List[STRIPSOperator], @@ -246,9 +247,12 @@ def _create_sampler_data( goal = segment.get_goal() else: goal = None + # We omit VLMPredicates from this below check because it's too + # expensive to have to evaluate these as well. assert all( pre.predicate.holds(state, [var_to_obj[v] for v in pre.variables]) - for pre in preconditions) + for pre in preconditions + if not isinstance(pre.predicate, VLMPredicate)) positive_data.append((state, var_to_obj, option, goal)) # Populate all negative data. diff --git a/predicators/settings.py b/predicators/settings.py index 49882df0b7..724853f383 100644 --- a/predicators/settings.py +++ b/predicators/settings.py @@ -661,7 +661,7 @@ class GlobalSettings: # demo+labelled_atoms handmade_demo_filename = "" # filepath to be used if offline_data_method is set to - # img_demos + # saved_vlm_img_demos_folder vlm_trajs_folder_name = "" @classmethod diff --git a/predicators/utils.py b/predicators/utils.py index 0558e8a245..4a304eeb7e 100644 --- a/predicators/utils.py +++ b/predicators/utils.py @@ -2240,8 +2240,9 @@ def query_vlm_for_atom_vals( assert isinstance(state.simulator_state, List) imgs = state.simulator_state vlm_atoms = sorted(vlm_atoms) - atom_queries_str = "\n*".join(atom.get_vlm_query_str() - for atom in vlm_atoms) + atom_queries_str = "\n* " + atom_queries_str += "\n* ".join(atom.get_vlm_query_str() + for atom in vlm_atoms) filepath_to_vlm_prompt = get_path_to_predicators_root() + \ "/predicators/datasets/vlm_input_data_prompts/atom_labelling/" + \ "per_scene_naive.txt" @@ -2259,8 +2260,9 @@ def query_vlm_for_atom_vals( num_completions=1) assert len(vlm_output) == 1 vlm_output_str = vlm_output[0] - all_atom_queries = atom_queries_str.split("\n") - all_vlm_responses = vlm_output_str.split("\n") + all_atom_queries = atom_queries_str.strip().split("\n") + all_vlm_responses = vlm_output_str.strip().split("\n") + # NOTE: this assumption is likely too brittle; if this is breaking, feel # free to remove/adjust this and change the below parsing loop accordingly! assert len(all_atom_queries) == len(all_vlm_responses) diff --git a/tests/datasets/test_datasets.py b/tests/datasets/test_datasets.py index 7e1365782d..47ac22ff11 100644 --- a/tests/datasets/test_datasets.py +++ b/tests/datasets/test_datasets.py @@ -3,12 +3,14 @@ import shutil from contextlib import nullcontext as does_not_raise +import numpy as np import pytest from predicators import utils from predicators.datasets import create_dataset from predicators.datasets.generate_atom_trajs_with_vlm import \ - create_ground_atom_data_from_img_trajs + create_ground_atom_data_from_generated_demos, \ + create_ground_atom_data_from_saved_img_trajs from predicators.envs.blocks import BlocksEnv from predicators.envs.cluttered_table import ClutteredTableEnv from predicators.envs.cover import CoverEnv, CoverMultistepOptions @@ -38,13 +40,15 @@ def _sample_completions(self, # If the query is asking for atom proposals. if "Please provide predicates" in prompt: completion = "*Holding(spoon)\n*Fizz(buzz)\n" + \ - "Submerged(teabag)\nSubmerged(spoon)" + "*Submerged(teabag)\n*Submerged(spoon)\n*IsRobot(robby)" # Else, if the query is asking for particular values. elif "values of the following predicates" in prompt: # Completion for default predicates. if "Submerged" in prompt: completion = "*Holding(spoon): True.\n" + \ "*Submerged(teabag): False.\n*Submerged(spoon): False." + elif "IsRobot" in prompt: + completion = "*IsRobot(robby): True\n" # Completion for debug predicates else: completion = ("hand_grasping_spoon(hand, spoon): True.\n" @@ -522,8 +526,8 @@ def test_empty_dataset(): ("naive_whole_traj", "per_scene_cot"), ("not_a_real_prompt_type", "per_scene_cot"), ("naive_whole_traj", "not_a_real_prompt_type")]) -def test_loading_img_demos(atom_proposal_prompt_type, - atom_labelling_prompt_type): +def test_loading_saved_vlm_img_demos_folder(atom_proposal_prompt_type, + atom_labelling_prompt_type): """Test loading a dataset from img demo files.""" utils.reset_config({ "env": @@ -531,7 +535,7 @@ def test_loading_img_demos(atom_proposal_prompt_type, "num_train_tasks": 1, "offline_data_method": - "img_demos", + "saved_vlm_img_demos_folder", "data_dir": "tests/datasets/mock_vlm_datasets", "seed": @@ -550,7 +554,7 @@ def test_loading_img_demos(atom_proposal_prompt_type, vlm = _DummyVLM() if atom_proposal_prompt_type != "not_a_real_prompt_type" and \ atom_labelling_prompt_type != "not_a_real_prompt_type": - loaded_dataset = create_ground_atom_data_from_img_trajs( + loaded_dataset = create_ground_atom_data_from_saved_img_trajs( env, train_tasks, get_gt_options(env.get_name()), vlm) assert len(loaded_dataset.trajectories) == 1 assert len(loaded_dataset.annotations) == 1 @@ -559,7 +563,7 @@ def test_loading_img_demos(atom_proposal_prompt_type, assert "DummyGoal" in str(loaded_dataset.annotations[0][-1]) else: with pytest.raises(ValueError) as e: - loaded_dataset = create_ground_atom_data_from_img_trajs( + loaded_dataset = create_ground_atom_data_from_saved_img_trajs( env, train_tasks, get_gt_options(env.get_name()), vlm) assert "Unknown" in str(e) for dirpath, _, filenames in os.walk( @@ -575,7 +579,7 @@ def test_env_debug_grammar(): utils.reset_config({ "env": "ice_tea_making", "num_train_tasks": 1, - "offline_data_method": "img_demos", + "offline_data_method": "saved_vlm_img_demos_folder", "data_dir": "tests/datasets/mock_vlm_datasets", "seed": 456, "vlm_trajs_folder_name": "ice_tea_making__vlm_demos__456__1", @@ -587,7 +591,7 @@ def test_env_debug_grammar(): env = IceTeaMakingEnv() train_tasks = env.get_train_tasks() vlm = _DummyVLM() - loaded_dataset = create_ground_atom_data_from_img_trajs( + loaded_dataset = create_ground_atom_data_from_saved_img_trajs( env, train_tasks, get_gt_options(env.get_name()), vlm) assert len(loaded_dataset.trajectories) == 1 assert len(loaded_dataset.annotations) == 1 @@ -615,3 +619,27 @@ def test_loading_txt_files(): loaded_dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) assert len(loaded_dataset.trajectories) == 1 + + +def test_create_ground_atom_data_from_generated_demos(): + """Tests for the create_ground_atom_data_from_generated_demos method.""" + utils.reset_config({ + "env": "cover", + "approach": "oracle", + "offline_data_method": "demo", + "offline_data_planning_timeout": 500, + "option_learner": "no_learning", + "num_train_tasks": 1, + "included_options": "PickPlace" + }) + env = CoverEnv() + train_tasks = [t.task for t in env.get_train_tasks()] + options = parse_config_included_options(env) + dataset = create_dataset(env, train_tasks, options) + assert len(dataset.trajectories) == 1 + for state in dataset.trajectories[0].states: + state.simulator_state = [np.zeros((32, 32), dtype=np.uint8)] + vlm = _DummyVLM() + vlm_dataset = create_ground_atom_data_from_generated_demos( + dataset, env, train_tasks, vlm) + assert len(vlm_dataset.annotations) == 1 diff --git a/tests/test_utils.py b/tests/test_utils.py index 2d0e94cc1d..127ae9748f 100644 --- a/tests/test_utils.py +++ b/tests/test_utils.py @@ -41,7 +41,7 @@ def _sample_completions(self, del prompt, imgs, temperature, seed, stop_token # unused. completions = [] for _ in range(num_completions): - completion = "is_fishy: True." + completion = "* is_fishy: True." completions.append(completion) return completions From 9813bc851d6c5686a2bd403440b8c98c5baefc5f Mon Sep 17 00:00:00 2001 From: Linfeng Zhao Date: Tue, 14 May 2024 07:18:19 -0700 Subject: [PATCH 11/18] Add openai vlm (#1639) * add OpenAI VLM based on the existing interface; manual merge from BDAI predicators * add test VLM predicate image * formatting * add a small test as other vlm/llm * move the example usage to test file * update requirement, tenacity * auto reformat * fix * update * fix * fix test * fix * update openai version * done! * weird flush cache issue --------- Co-authored-by: Nishanth Kumar Co-authored-by: Nishanth Kumar --- .../datasets/generate_atom_trajs_with_vlm.py | 7 +- predicators/pretrained_model_interface.py | 171 ++++++++++++++---- predicators/settings.py | 3 +- predicators/utils.py | 12 +- setup.py | 5 +- tests/datasets/test_vlm_predicate_img.jpg | Bin 0 -> 209620 bytes .../test_predicate_search_score_functions.py | 8 +- tests/test_pretrained_model_interface.py | 52 +++++- 8 files changed, 209 insertions(+), 49 deletions(-) create mode 100644 tests/datasets/test_vlm_predicate_img.jpg diff --git a/predicators/datasets/generate_atom_trajs_with_vlm.py b/predicators/datasets/generate_atom_trajs_with_vlm.py index 2d3ec2fdf2..532a6529f8 100644 --- a/predicators/datasets/generate_atom_trajs_with_vlm.py +++ b/predicators/datasets/generate_atom_trajs_with_vlm.py @@ -16,8 +16,7 @@ from predicators.envs import BaseEnv from predicators.envs.vlm_envs import DUMMY_GOAL_OBJ_NAME, VLMPredicateEnv from predicators.nsrt_learning.segmentation import _segment_with_option_changes -from predicators.pretrained_model_interface import GoogleGeminiVLM, \ - VisionLanguageModel +from predicators.pretrained_model_interface import VisionLanguageModel from predicators.settings import CFG from predicators.structs import Action, Dataset, GroundAtom, \ ImageOptionTrajectory, LowLevelTrajectory, Object, ParameterizedOption, \ @@ -717,7 +716,7 @@ def create_ground_atom_data_from_generated_demos( _save_img_option_trajs_in_folder(img_option_trajs) # Now, given these trajectories, we can query the VLM. if vlm is None: - vlm = GoogleGeminiVLM(CFG.vlm_model_name) # pragma: no cover. + vlm = utils.create_vlm_by_name(CFG.vlm_model_name) # pragma: no cover ground_atoms_trajs = _query_vlm_to_generate_ground_atoms_trajs( img_option_trajs, env, train_tasks, all_task_objs, vlm) return Dataset(option_segmented_trajs, ground_atoms_trajs) @@ -835,7 +834,7 @@ def create_ground_atom_data_from_saved_img_trajs( # Given trajectories, we can now query the VLM to get proposals for ground # atoms that might be relevant to decision-making. if vlm is None: - vlm = GoogleGeminiVLM(CFG.vlm_model_name) # pragma: no cover. + vlm = utils.create_vlm_by_name(CFG.vlm_model_name) # pragma: no cover ground_atoms_trajs = _query_vlm_to_generate_ground_atoms_trajs( image_option_trajs, env, train_tasks, all_task_objs, vlm) # Now, we just need to create a goal state for every train task where diff --git a/predicators/pretrained_model_interface.py b/predicators/pretrained_model_interface.py index 8bee546259..2fb5079835 100644 --- a/predicators/pretrained_model_interface.py +++ b/predicators/pretrained_model_interface.py @@ -5,16 +5,17 @@ """ import abc +import base64 import logging import os -import time -from typing import List, Optional +from io import BytesIO +from typing import Collection, Dict, List, Optional, Union -import google import google.generativeai as genai import imagehash import openai import PIL.Image +from tenacity import retry, stop_after_attempt, wait_random_exponential from predicators.settings import CFG @@ -74,7 +75,7 @@ def sample_completions(self, model_id = self.get_id() prompt_id = hash(prompt) config_id = f"{temperature}_{seed}_{num_completions}_" + \ - f"{stop_token}" + f"{stop_token}" # If the temperature is 0, the seed does not matter. if temperature == 0.0: config_id = f"most_likely_{num_completions}_{stop_token}" @@ -159,23 +160,56 @@ def sample_completions( stop_token, num_completions) -class OpenAILLM(LargeLanguageModel): - """Interface to openAI LLMs (GPT-3). +class OpenAIModel(): + """Common interface with methods for all OpenAI-based models.""" + + def set_openai_key(self, key: Optional[str] = None) -> None: + """Set the OpenAI API key.""" + if key is None: + assert "OPENAI_API_KEY" in os.environ + key = os.environ["OPENAI_API_KEY"] + + @retry(wait=wait_random_exponential(min=1, max=60), + stop=stop_after_attempt(10)) + def call_openai_api(self, + messages: list, + model: str = "gpt-4", + seed: Optional[int] = None, + max_tokens: int = 32, + temperature: float = 0.2, + verbose: bool = False) -> str: # pragma: no cover + """Make an API call to OpenAI.""" + client = openai.OpenAI() + completion = client.chat.completions.create( + model=model, + messages=messages, + seed=seed, + max_tokens=max_tokens, + temperature=temperature, + ) + if verbose: + logging.debug(f"OpenAI API response: {completion}") + assert len(completion.choices) == 1 + assert completion.choices[0].message.content is not None + return completion.choices[0].message.content + + +class OpenAILLM(LargeLanguageModel, OpenAIModel): + """Interface to openAI LLMs. Assumes that an environment variable OPENAI_API_KEY is set to a private API key for beta.openai.com. """ def __init__(self, model_name: str) -> None: - """See https://beta.openai.com/docs/models/gpt-3 for the list of + """See https://platform.openai.com/docs/models for the list of available model names.""" self._model_name = model_name # Note that max_tokens is the maximum response length (not prompt). # From OpenAI docs: "The token count of your prompt plus max_tokens # cannot exceed the model's context length." self._max_tokens = CFG.llm_openai_max_response_tokens - assert "OPENAI_API_KEY" in os.environ - openai.api_key = os.getenv("OPENAI_API_KEY") + self.set_openai_key() def get_id(self) -> str: return f"openai-{self._model_name}" @@ -188,19 +222,15 @@ def _sample_completions( seed: int, stop_token: Optional[str] = None, num_completions: int = 1) -> List[str]: # pragma: no cover - del imgs, seed # unused - response = openai.Completion.create( - model=self._model_name, # type: ignore - prompt=prompt, - temperature=temperature, - max_tokens=self._max_tokens, - stop=stop_token, - n=num_completions) - assert len(response["choices"]) == num_completions - text_responses = [ - response["choices"][i]["text"] for i in range(num_completions) + del imgs, seed, stop_token # unused + messages = [{"text": prompt, "type": "text"}] + responses = [ + self.call_openai_api(messages, + model=self._model_name, + temperature=temperature) + for _ in range(num_completions) ] - return text_responses + return responses class GoogleGeminiVLM(VisionLanguageModel): @@ -221,6 +251,8 @@ def __init__(self, model_name: str) -> None: def get_id(self) -> str: return f"Google-{self._model_name}" + @retry(wait=wait_random_exponential(min=1, max=60), + stop=stop_after_attempt(10)) def _sample_completions( self, prompt: str, @@ -234,18 +266,89 @@ def _sample_completions( generation_config = genai.types.GenerationConfig( # pylint:disable=no-member candidate_count=num_completions, temperature=temperature) - response = None - while response is None: - try: - response = self._model.generate_content( - [prompt] + imgs, - generation_config=generation_config) # type: ignore - break - except google.api_core.exceptions.ResourceExhausted: - # In this case, we've hit a rate limit. Simply wait 3s and - # try again. - logging.debug( - "Hit rate limit for Gemini queries; trying again in 3s!") - time.sleep(3.0) + response = self._model.generate_content( + [prompt] + imgs, + generation_config=generation_config) # type: ignore response.resolve() return [response.text] + + +class OpenAIVLM(VisionLanguageModel, OpenAIModel): + """Interface for OpenAI's VLMs, including GPT-4 Turbo (and preview + versions).""" + + def __init__(self, model_name: str): + """Initialize with a specific model name.""" + self.model_name = model_name + # Note that max_tokens is the maximum response length (not prompt). + # From OpenAI docs: "The token count of your prompt plus max_tokens + # cannot exceed the model's context length." + self._max_tokens = CFG.llm_openai_max_response_tokens + self.set_openai_key() + + def prepare_vision_messages( + self, + images: List[PIL.Image.Image], + prefix: Optional[str] = None, + suffix: Optional[str] = None, + image_size: Optional[int] = 512, + detail: str = "auto" + ) -> List[Dict[str, Union[str, List[Dict[str, str]], List[Dict[ + str, Collection[str]]]]]]: + """Prepare text and image messages for the OpenAI API.""" + content: List[Dict[str, Union[str, Collection[str]]]] = [] + if prefix: + content.append({"text": prefix, "type": "text"}) + assert images + assert detail in ["auto", "low", "high"] + for img in images: + img_resized = img + if image_size: + factor = image_size / max(img.size) + img_resized = img.resize( + (int(img.size[0] * factor), int(img.size[1] * factor))) + # Convert the image to PNG format and encode it in base64 + buffer = BytesIO() + img_resized.save(buffer, format="PNG") + buf = buffer.getvalue() + frame = base64.b64encode(buf).decode("utf-8") + content_str = { + "image_url": { + "url": f"data:image/png;base64,{frame}", + "detail": "auto" + }, + "type": "image_url" + } + content.append(content_str) + if suffix: + content.append({"text": suffix, "type": "text"}) + return [{"role": "user", "content": content}] + + def get_id(self) -> str: + """Get an identifier for the model.""" + return f"OpenAI-{self.model_name}" + + def _sample_completions( + self, + prompt: str, + imgs: Optional[List[PIL.Image.Image]], + temperature: float, + seed: int, + stop_token: Optional[str] = None, + num_completions: int = 1, + ) -> List[str]: # pragma: no cover + """Query the model and get responses.""" + del seed, stop_token # unused. + if imgs is None: + raise ValueError("images cannot be None") + messages = self.prepare_vision_messages(prefix=prompt, + images=imgs, + detail="auto") + responses = [ + self.call_openai_api(messages, + model=self.model_name, + max_tokens=self._max_tokens, + temperature=temperature) + for _ in range(num_completions) + ] + return responses diff --git a/predicators/settings.py b/predicators/settings.py index 724853f383..50f180cad3 100644 --- a/predicators/settings.py +++ b/predicators/settings.py @@ -396,7 +396,8 @@ class GlobalSettings: llm_num_completions = 1 # parameters for vision language models - vlm_model_name = "gemini-pro-vision" # "gemini-1.5-pro-latest" + # gemini-1.5-pro-latest, gpt-4-turbo, gpt-4o + vlm_model_name = "gemini-pro-vision" # SeSamE parameters sesame_task_planner = "astar" # "astar" or "fdopt" or "fdsat" diff --git a/predicators/utils.py b/predicators/utils.py index 4a304eeb7e..d4f4887a4c 100644 --- a/predicators/utils.py +++ b/predicators/utils.py @@ -44,7 +44,7 @@ from predicators.args import create_arg_parser from predicators.pretrained_model_interface import GoogleGeminiVLM, \ - VisionLanguageModel + OpenAIVLM, VisionLanguageModel from predicators.pybullet_helpers.joint import JointPositions from predicators.settings import CFG, GlobalSettings from predicators.structs import NSRT, Action, Array, DummyOption, \ @@ -2227,6 +2227,14 @@ def _stripped_classifier( return VLMPredicate(name, types, _stripped_classifier, get_vlm_query_str) +def create_vlm_by_name( + model_name: str) -> VisionLanguageModel: # pragma: no cover + """Create particular vlm using a provided name.""" + if "gemini" in model_name: + return GoogleGeminiVLM(model_name) + return OpenAIVLM(model_name) + + def query_vlm_for_atom_vals( vlm_atoms: Collection[GroundAtom], state: State, @@ -2250,7 +2258,7 @@ def query_vlm_for_atom_vals( vlm_query_str = f.read() vlm_query_str += atom_queries_str if vlm is None: - vlm = GoogleGeminiVLM(CFG.vlm_model_name) # pragma: no cover. + vlm = create_vlm_by_name(CFG.vlm_model_name) # pragma: no cover. vlm_input_imgs = \ [PIL.Image.fromarray(img_arr) for img_arr in imgs] # type: ignore vlm_output = vlm.sample_completions(vlm_query_str, diff --git a/setup.py b/setup.py index c400b6cdbd..3201638957 100644 --- a/setup.py +++ b/setup.py @@ -25,7 +25,7 @@ "pybullet>=3.2.0", "scikit-learn==1.1.2", "graphlib-backport", - "openai==0.28.1", + "openai==1.19.0", "pyyaml==6.0", "pylint==2.14.5", "types-PyYAML", @@ -35,7 +35,8 @@ "pg3@git+https://github.com/tomsilver/pg3.git", "gym_sokoban@git+https://github.com/Learning-and-Intelligent-Systems/gym-sokoban.git", # pylint: disable=line-too-long "ImageHash", - "google-generativeai" + "google-generativeai", + "tenacity", ], include_package_data=True, extras_require={ diff --git a/tests/datasets/test_vlm_predicate_img.jpg b/tests/datasets/test_vlm_predicate_img.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c3550448300c86ba6b931a0b29b5e3282f34161 GIT binary patch literal 209620 zcmbTed012D8V4Aw6?a@fT*m^Z!i%=|Nd%nUwIeHxQitypgO`RR%k%U7)Ybmhu_zKvF| zT4}V}XywXPYgesaWB7vKty{Zho#79LH~HUR{p8c-%RgOXw9@FGm;8VFvGfOO)2d~| zpM1Z3*&fs0cRsz{_^E;(VxN< z!>beF|D#rH`gHSWN6)O>;(pm^&oz@{Kiq%1YVTJSFHJq(D)t=@{_e-sYqpwg+rDG} zfrEz*TiDpz*?)23ozO*p{TE4JR*Jn zw`_Fm!}x?!H8VS>p4Tia8t!WuYWe?e3x57T-q$9$uTKomz{qf4%RadY-^(|x`1G@* zD>t8UH@bXn%bsIDtTOrP{?m$=tM?xFP?!dP_jb+JeKsTem4;jU=g$7$-Pn)+zwYe+ zy0QQJzQm|?%a_5!TfPZ}MJ*&CYZ9cieuBF6ZFdWQ1J|X*SsBoH+-aAPrnoBz)i+#T zLY?L(bhoAQY&Ab9k}g(u*}C5N3m-5jUhv89xR8Z85`bTjBem^xo`~DS^?EWMAC!V^ z8l-vL^9@D1lF^n^$C@#^Il3=v3FWnfvMTA&d1;SomQXD_rU!Vt78n)d@eBsp{?4ch z5s;7?jD4G4#5BBc^!J2=1;2#KjlL?V&aZJyw`(sRa@LYMOBw>2{q-Lo1woVnGyOg`g<8$Joac+tLutz=mD@Cun?bcz?YNbuzQ zt|rv$7iogSv@y2cw)BOdN9v4#tD;COkw;Ee{CV|VToe7c)4q*_Y&=uj zG5d9>ekxXba@o}SyTL>s*SEYzquU>^sPgsmkL{UeOh0vOWEDAU*Oq3Yj9f|P-JFj6 zBF2VYi%1h55p~n=#I9jWsBicxD^4&mKH<-2Ig`g;@4HAVPkxiM(Jpofx64e3jlS17 zpFzf}gchACulNJC9%o{Vn4^d)W-(OezHaDf67F~266&W@9uKew=eucF1u}9Fk(6be zgzSxbfJl%{_#cqNb-$;+3Fy1rT}{3+L!>2`R4$<;Vxy_>-+pu4**QXgLwk;>@I&M( z>I7!cGb<)(3DuqV}im>;|S$mU^?f4dNyLtbIH5UYSOs%9Ak+*UF*^l28qB*(O;-k}7 z-j!l&$(viRnK8$3W{6XHt*b)DxXX1O;V8S1>B)oMBi!hZ;hw4R{ODG~uo_T#f zr!swtRYYcVBW=jOx(5>~-z8K6*{T*_zk~`HZANMuV%70Ws2{1in@s739OcFLZa++w zRVNzx(#N!?8pVu7Qcs1G*o2;BN@vS95C}OOSLD&t zg|{y11=@R&-b<2c5)|dJgesmPblQ$Dp+<~*F%G*|ri>5<9ba`!N(jBx1BKP(XnwDg zni(^+P}z)OntkNU**Z?S3f+%s!5c|?9Zo!b8M}m9r5D`_?xDEcEYn2G5l0psV>vk# z#q;!N9)%BBLX~qWiYWG3yCY{BvyBuhD#CBn($NE*nv@{=KwEvPA7!9~5Hm=w;WwnU zFQNFJyPW@|I&gchCunKgG~S7u#n{zkAAY~%Hx-G+zI+mfiO_m|db5o?DaH!5u%i{( z)k|@at~YK$yxug7U?@}zU2^8pxde_FNsaqjU>_7;WL4VN-Pv&=ISZ%Fv?z}wWs0-$@m#z`ew@Z3O$3e zzciA+t(1gGp>A11r4!Ljj-T~#U&xnGgVgy+JFGlfM#pI9E@3BQ^OsPshBZm0R8j5F zF6GKQ!?d*@?EQ@!2eD^+%7W|YLeYFJJaWTrbWtRBm<57$Y*&GHdhoF=_LjC$VuLo4 zXRofWeV){!!aHBi8}v&o@7f+rKg1^?#bUhWJTIz(?2dz4PLV8xy35T?MK;DOp*T)d zO)N&IJn0v|4ztd$P*2*IQ@P@**pK z=nSPVcZNo?g4GiFmi#_yYctT1;zBEv((@fxx;HADJrG`()l6 z6~JES&xqRcoV!T^f$@}Jx5a4ScL9O`X2-@QRE+xKY8Vz_iChfceNDFGIOJJ&{#=yR*MHU+I`(gC7s_&M~R*UodRSw0625 zZK~Ak(IfnsPRfaqfWk4wXy&ul-NFiWOl8FU{YXjwO?)UlpePvL(?cMmi7duOMPZ7v zlr$UWl#i=$O8OS6ufy4rv+7@2B5qM=J%>J^kE#?9tlY^Jv~G)cDM53*SU`U71U%Xxl%TDyub%M1^{Sk+0f90|Poz7>HDyNYdPvpuSGHfP<0PmpK* zrCN8`erB1YP~A*;F(3Id#x&tsCuthxD!m)h6ehLHfbymbBG%rqnL5~bqe4Ki7U?*t zm^pq!Dm-}8%kr%^PCl%cwKhpMglDhrJ;E7}ri?$Ow=4#*;T+Ej4{;^-^OXV_PUhWo zauzll^tIOJAS1=Q`ddBr^Y&Rob?fkor z;Kg?Rq>sB3Qrni+o;L4^-WFN8gbLG?v@W4`5KGzE5o5jrf5*YidaR#CM=T3j9LBsm ztqgFJ3}-eSTsVE8mvlGG?f2}K)@I(no@e=e#=Mke$t=;ZQV(%U!pj`kP!V9oghIzZ z*HA4K?C%dKMj3DjeSQwrnpdqa&mb3Q;#C-quamYv7+P7jp&^(}6E1qZoeRL4gx?e% zbg9e039TG*G&oz!67*~dUNdJneZeXg9dF+Tn~4)-yk6to;n(93qsVwE-k0T2f4YZ3 zXT%eG+sljKT)X4ou`wge7TI&0Sl1=gFH5MDS+>TB)Ude&*<2Juxjd3%-madu5c=lo zdtf&gr;6HBF$VZ$9ijb~WqVj+QTUGhI#!T|)=2%AqCuwbP`f_Eiap@GIF0HH^gcS3 zp@X?KWv|vSrR)uH8LxO2iWNEH2O4krWIQ!P<{V<;v4B^Jkaz)R8je6Y&&yXd^5dH& zRP&aXBMmrjE;7WJ%67}#-QEj@0Mj2##|#E8ctcHin2J1#On8 zX4}tKQ04RZaad$njUX>7hxXET2^D&qc16;E@YND(LyYw9oc6=BUak*K?QSBnpLhN% z1DaF*edHrX8;bvp_FVE)>(qU1)Ccq@q{OdU0~EAIWBcZK**pJ-4+041uojl?W|>Hd z-om$>KlPBKJ^kgUl*dX-Wc5LXQA@2quWkfyt{G_DkzbNvJN}}Z)D@CE;X>)gWd6%x zjFTARgt_{?POGfdZDy$RJ9mijw{ogGQXE`<{n_UR57W8fH-`#@ecYd1>7o&>57Rm> zpVWpFXI0wk)NT*`B)%a{ALS0!O3&g}{;2Am zjCpb|T$XmF;yhO9lO30&#_H)5uZX`1*s7Qxk8F`NdRG7wu;`fhINGDc)~mxh{6)I0 zM#$u1N~)%BalK+gBNS<87#>1fiShOjUNe6A-jl!;xY)QzA5XmG-XMuqOUa8Zpx6zjAZ$0#>t(_5_h5r$f^w0p4a>c^xSZ zxPR4I&nl0b2@*PZ8Qs>o7hNJa5;>z~QbNaZU!;Y@p<^aBe0gc*0+a=$*g^>ijj%;? z5ZQeDUs{`M5}kdjc>7gm8y#bJD0hY;(S};#)ol&Sn{u{KA)m#mI!0QPxF^ac#H`Y; z0l)E~Eh+6ib2zqT8(ls*pG=*`vA!*H?Wo}or{dRyX`Gi(EB@A8D|qzx zjO~C6#mQdJr>c3sJ;ePz2gJe?`IP$R<`SxE{w2mpw>8HjRf}v&-yk066H?Kbc2%xw zCUE_mjBC-(k3XfQBbINa>wI>GRFKAdstV_^Xa5L3?2-F3{@C^Vqu2?hm`iAm7ZyM_ zOD-yYxr9P9_PBhu>BbC}WSW5eIkdJ?QS&t6Z<=5)dX!SHDhv4b5ogM*QQ?Y|e>?%@ zsQjAfFU8RDEw`ed&MjCwMP}Hsy31xUs|PeUTK`i0O&7kwEXqvd)VD_Dn0weAl19;u zG55C=IkWvM;RNQ`K-)b`W$O|uD7+)Z|Y7rU3;A$aqJxqqqoh_dwnN) zUVF>>O{NsTJE--$`OQO4d1tL8Gj9&%(*2C|+;_MIpI%vCR+pf{@8LY|>{DsB*=i4# zBMYC3-f$g%%cJ17&ET=20oOX!`xmLNx&<{g48$)>YIAz8*11)j`S)glI&tr}sU6T* z3LeoCFvwRAPA---1?_yxb;)xZ(O+#l92NbUN|wqsYRvw$hignL(zrEs>GLi!-04yR ze*sBH{9XfZm#6LT*n9hr-b^>?)Dp^QmWDYldVRdsBd4;^DfHP{*|~!=4zFqCQQ<8* zbBs*;y(}Q`a}4^0YTP!?DgV*F&NJGMx&MkV!o8qLG7m4C)t7x?=T)e`P;EeewveStZ!bLfqvjc!{~qx<}8N#neWeP#JSCmzfbKF z>5ok#b+DlZ2!l(g;a`JRTPtEbHQmJnO))wm``u9UXKC{l{^uyaN{`V*U&|PXSTs#t z`}gKInylX>FWn@LH}6%&6knmfrU@FyPXuqdx}7Scu7?u*HUB>}bNKH`>d}|dhLx?~ zDi1bdx5-65_0dmD#vh~+jXW9cjLAwT6CR*Sy1#yW<3|Ud9BMbZ3g74^t{r|;r@%_z zJdD1cc%!q`o_=&cm%9+_Jiae13lZM6^0FA}dZe-2xpDlsVqfFP>p5oo0po2N>VR9l z($nW8J`x+^c`y!#Qoft^9hszx?aeQR|C1z``*MGgxyg z{upCASU+XHQ^b)NeGpPDx;TWv&2Ji=IW=75O((TGvDnGFhd+@E^cEpI$$Z|)e$OHN zo9lWK-{cS@HJjWL0u(Gdu0$QBOxNuRie_0cvbQN2VqPQLA5r5qY88-aGo+VouRu4Y z|BSCdigqaoSwP#?wqKmjX{ciODDta-zf+)>0}^bb^ZrsEyhEW$T@yT&=qBTo#UW2TQ4WX3P@ebyDyQICdzw=(kj%p-r8EqV` zSC2=tI-K8&lY#8g)_^AXj_6;H-k@sEtNiSMe zILXL7pJ~{v*?d)7IYClk{QYOjsQ9s0xZSir%=d|&^6TJ6e+p~%u01CC(A8|9;3}3X zcL^o-`kQB=Pr`F#%mNQ5k8sIer~sM-a<8CDRJukZOrz8)&Zq9(nY(!2NGV_ZqA`94kFF!S`vZG35< zbUVlOd}|N`@fYJTOfB2aw*>$05%TxqcWAM{wwb!GbDFzM>CyUctxx9u(Z^+SG^it? zseZu>*rl*XFXfgt;G|nio@nfm&8Mc(AF^t1JM4ciD4a{TY{p;ik)`72_*d&veR(1? zpr`W))CrMAh7@2&h`Omt!zZ)i(p%B10NgdUps#9!>J;ijx%H_5F2M%nB|zpchQ6tr zo1u-BdWDSGPfcmRkq?Rp(d+{mkD8}+(oy$vx0z#7=D)wDBm6sIOh4Yg83j% zcXE(dXi8&miEqcw+pP2HCs%WcBY1nM5%7Mu-EW?0;kp zkQWk6KnbjMG}atcKhfM$=6+4xPHh^p7R{w^>epwhFq1n=cKQ)15)Mu~c(zT&nxT!e zGlPB@N!M7Rr*!2sBOT# z@B;m4QPY3;#u~&{J`^!)(eW~ z{rQe%nBm=`RQ_;I&Q6{Y#UfqmHkG2xfh|;(@`Fto&hz1i`sA`BWzuB?QjUcs!4mE- zPd}FV0|w2VV+&#i?9~F1-%DZ>$09%NIup|q>)J4l4-j`+(IZ> z+4zRCb!i)Qrxh!cF0&@;(Qpx~Bj>l)$LMg^^=Hqdwh1Q=2Q&0rM+53;!X=ad4(YJy zD6`id5zX^_fZdz8gAk;jthjJBHh#Ww0KMWvSLBd|f>hf#b@_S5WY)n{Zhw^R*SY#h zo+msRWPaYDMAIupenoQ07K#hoZ^EE39$*&Y*tpRAW?NZGe;HL^;?ZnXxnQ^idX)}u z{5{4x#wvOk{snppHL|uZJGmHWNA%tnYPE5|B-SxR%9~blr*J zRs4!cTg$aMoBadZt=rijfdW$oK%5fDBF(Z*8#G1F^sxNS4CH|5 z#!aQbbO{BX&o{aH>5p9Y9KL~mII^YTeatSx4!mv;aP~w_^$qi=EQcU-;r@Fq0e-=t zG|+uPO%x(fDdF4C>uy35eF^m+rPKUv9qn0oR?6);%<-ly+5oniJ78?#3k@9ekz2@u z<$yL?ml*uUcynMJ{(Mpsbw$s!uG#*O&g(f_BY06h_!&W4U0R!A4LQFiTrAWiu_OE) zyyxpnkwaRipByg@*(+^xKt(pGb$2pxcZ$HkwOiAK3tqvyKUozssq-3Xk8RpCx#K9cj`oq!{sH^ z+UOW_+U4<^L*6;X;Y+CCnS2qvpS}ll*iq1r-N}_;ndqlNH9o^S#S$t+{!5(wtDr-@ z)|b1cI8y=N_T)Yg2Y`e(51;{W2c94SZm}%220OB|qLajIk43h|BvI`1Cg?Za8%-_- z;>rGaF)MA#{gOai$OV!H2yxK+`_Ku0dZrXtl772eb4p9a?ws)G4|2+l#E;v1oBJ$U z@vlNRw+9ty2&Bql{gg9V!9K6_`HACd`BI{wPq<6k2?ey^NXLDt;(>E?dAruDls_wK z2SqV=CbBhIhaOHm-fCvPS8+OB9HL|-%O0pA*n95D&&&XFYomia_B&u1&=mBX+zwlIhap;I;LBB7rn2PzQh?!PYForR#V4{cxaRI0qGO$2+7n zPhlly4OyPJ(!&WS9ge6vgUj$2wujgb%gWCXiD9fETx?Ndh6jB#(8G^X2)Zda z8wSJ%N+?oXH3u$6b=+K1Ipsu6Rti9lXeZ^ONL;GRKSb05X6K`)g^_Zrt7)Q3A8Z9dc^6&Qr z)Vl~iiJf1lep)w|YN7s<0!aCwU)LOdjb?PfRp@YH zyE~bIootDSg}X;tPvx5eBys7(ADLwnTg@$cF%++x1s~>tj|ijogWm&g$r8#TmyWk= z*NgO=@>jdci=jg^_L zw@CQq0_(>;UH#;f)pnJ7o^V3cP7h$_EQG4@_Igje9Bh!wAMCTn?$}O!rET^;Hl&Fb z67>GN0~+n`2atn&n83EcO7f!uCUz)xwL@>x*(?5Lh|BBpU&qk$#hUba(SrfJzd$RQ z^(_z8_ZDQD!7tz-_4Hp?h_X@20}Pg?*my&P*)g0=&Ct#l-6L9}2>c+E%D(2&1rSS_ zRy?q71bQ!@EcBX*pj}|=A^+*BdP0y7ARAOPSx1*qSkSH~1) z%?D(c@L=|0+t`K980#zDq?nCB5o*&8q#Y^NV*!l9`6h;BOZ9f!KW+V@xP#|kowj#LR#`s&c0wrZ@{5L!m(PpIG!%dQ zTy>n|?$}rStz7$%Pt~9O1{W( zZ=AQbX@}eGBc-$aDa(cf9g}YZY2AipB;!M&FNXqE^-j@QyP2Mm4xW9OSLHX^kiQOTzC@WJOgB1q#+x z3TPzLUUpw-su-vwnC>)^KYF#pmc)F`jI$;*;D&#YsEH$~v%;BLXD-f`qWbNKv-ee2UGBqF^nC32RYoP)3~Shl*R1pNecG zYX@}4y135y0y3Lm=Hs}p>uOIa2JnqghOA1HZwK(jTlBElMoDKS496y;}C(So5{RiEG2_ z?H1ik$R0FM+5e+w27)Spu>dmAmg);-Zr&@TImoU;6El4Gt5z@NJ^pB1(9Tt}gT?_W zHj&aFN(T?9ui1)!Ma3V>yu_3i+@6z{VOtz6l;(G&ZYBgr&tJrmoy{R60!siguSYXd zjIq?mFuiRp+t*6XzMs@N8{M8_ms?-0?o~LB4!ay<# zQ7J*a{0i?i&5?9Um_N~BI&c7Duv zhV_<|zHxk!p~Km{FswESz_t1?xR6o2C<8)#(XpmaZoXc@|K4G@o|PzFtH*ghAf5|6 zZ+WPkjr3Z%2Rg+Xa9@I!4RM?cMrG7LY1PvpSy@U!+NQ5Wq~w4TE*(=A^@eLARr_>m~<=0{+cYu=A+EiyT}$vDly z*1DbZj<4zo5L_O+;(Tz0K<4uYely8(I(dF^EXDDFB%=P|jjh)R{>H#aoDxSm?Db}d zqd`Ig>(`>f{$~egh2-4tIV1Qc$;P;v_d(q;Qtg4-qQrblyoFGRw>ty{4;VdEFvc{k z_kz)+(W{&RoZ4F>D~PC-tl@`Cj0pIFOA$5CvFVsZkfs~On zTwkf~1IaSt$W=Oij(W-C*Qzf&iWR31v45Jv4)Y}ylQ)jJ6;cjqTBDV;@)X3hscQj0 z{~_zo9_;Yn>6(N07~hGhMR_{+n%|Sr)ov!BBOS?8jR4+mp!I4y_s(ue)oBzo-7XH; z0(>Pcjp(q6DCKX1$V7)aj$chdTe-Jl@(I&|Q}V#`!c*GA?;orV*?iXO(!%}D<1cB$ zdFaa8do*Hte}9-Gw;0=kbwP;;u`$!}LRWP5c+CpX=DG z^w}U653&11BSDW?#%b}QJC6H@A~MJi&PpvM7*{5GqP5TY(Z#$*-J5qWJvgdQF^QD);emoxX^QoD5vO|^@J#D7ufu49 z>@$@v4Zki)`R>f&dzh)j0KqW<)RXr$sR3+#%{>e7?fXS9Gc=gto42YX@*f1;xjtPJ zh{NEIjpD0cFTM`iq;(E>NBKsdM_H>dJKt~*TfJ~?0w0kw52DE;UU!R#58*LWP~hn` zCkA0Go6Fbaeap~sd(%E|D!xA6eRNOvXhueJEZT%;>Lw-ZQ##(dy1%!2hSB#T@pu0pQCZ<4UJOcS2OvMZl&XN+V6Gfarb83=6KP)xFNA0d&NfMAs1kXuR4Aw z*o|D8nTY$-Z`M(MsJ-Yan)`#4zY|*n_1btO=GNph#sy_f#qNiWJ_P)XR;)Ks7~hI= z*fiXLe(4>{{UyTxy4`hh2rncw5Hql4R zz>8m?%?YOP3u}0bsgnP;o<~L%dw-gc=}yn(glXGSUMWY3bKIAg7cXwz7TJ1#+T-6V zC?0Ot)*U5xwaW@*`0igX)!enfaVvJrm=Ym`rKmF9f^kJ^p}S_8cYPY;8#-=}a5g7a#;iZ1E-Z7?+diaDpta#n)Wb-Zxuc?> z8Lv5HbdMXRJrSOLMFXWWsOsV>AQhklS1`1LA2h)v!81yAG~BkI)^O8cgpYX5VL z%VE}UDz-ijvsM>ew(_|~_P9a0Q>>mrlQ|L0rYZl6(voH599hvw@s;WQh5hr7sHnIEs9Q1J)Lt5afLZkU2q@egXK3+R3!JAT4aXANFTO%7cp~fa zsOd=^zcS*uQ*1t7fYid>L8=AxaJ=33>)oU`NR8ZAG8dd!9hny64T(Q=d-{TO%^3`N~t=x~KV-^F4(qW^os4wWJjfvr!2XSVZ zAcX3twwx{2q@SrxI;-@)6IvcY-IwZmzPnL8>w)+61t4V|47g7G!NE%k$37?r{WJ9o zifd(;17>Twb@h;W*VXz|%aRiOEF_#j^Yejk5dU#9oZnCj{hJKwzlV0|8Pv_1q?VJT zb;PZVk;Lub3&+Hd1{lJm#$esOM% z$pJBI!*9mw3xK_J_!&-aWiNXmM*U8iK7}cCVRf8tW+czP=)dxI_R!O`wh9Pi5dcV? zj^=BL*Z7r2lQgA|`i)Yox%q1ThVbO++J{;EJDhFl{ZYV8FMz8r3JU?{Z zXKMFS|IFEjCC1#T$=Sf${(&0UQ0f@{qO5(Tb@dB~;|g7^G8gYC3e*=Aj6e9v42dza zh4;ge$Jg@xCu&aq1j>?q-ka1@B_+R>FRp7ntfGN}EFvo0)Cr2Q$yVYB&4^;$sgtZ0 z|9BX7eF8w-S zG;pKqOQ<>i1b?h7GDv>Xn^mfzfzXwinEb{!v~H$aZ!SC>Tn{+6a={?d%oxxsUwgjV zhGrV)hSGiLf#dM;L9E`3o?aTJ{iRjUeaf2ja!`oVZ3Cg+y_3IeYArjGUV(elU#I|KlR`@GgPdte6d=Q|6%iLBpO0lMdw;fOK zZfUOn$v?_lc=K9ZV_Q94h_|2e@j2FPmI<)63_27h)A?tIO)OAOw^->c;pF0zb=Fdx zJ~#kl_i<;Ttkr>iZA zM?h)q@i4?^An7no_|ndH31u3|?-QGsfKY4i(S1D;!_sJ_fqDYr`NpA>`fetP_#Fv*v z(W2sFU6rGZ;ts{wEAc~GAM`Kbk&km9N@UlHR2?H2tg5`%>daetqWxv=adpWE1C?refx++oS76Jb+U4I zB7pSN0I3kF`Va&c(Yk}#7Cl@H`Zfo@D=}a7N;NT{jdkN{Z7Q6=!zMw**9i_LnDG;;0h5A3c*`In}1r-NJ1)c>w& z9-cBD8JuenvP^5$-`0&v2wN+_vkFe_2CD{)Nq91}gut-xXF z_egQ(;4?{tmU>squ7r60IMvf&sDt*Zn=9pSi)(}#i1nJvM4wmut0IT}&_jzN&0R|$ zOgs=^7NM?c2S69|XOFx%!M$9nyTDVBW^drd8BVcb8)_kM+VznqFsZ49L>qWJD!!b- z^hX7qRg9fcL{axC(~~%H(+(%XE{E#NMyAf=pUWkXyO!8le$6Klpr=nj+!&5fp{_`0 zuf}fDolx$su1_q*Ms#1E;dK}3e}o0@CBU=*C>&Ps@H_BY?Kx&qT+7ZtjF;mVHAu&E zSYuHcXt3NYa?d;plH!DWIDBVB-UU(miTo{`2U;K3>56-%fqK+#S+!3Qc9^tgk_rZ1|=w5sd!2K)B<=c%tIe0ja2Fg5^&f49X1=791ZQ~A~V z=AeC=SZR*NNviY=x;|viocBQ>$72ALoHOaIUW&pxzYFs9eE`2EAng!f%#|Y^jrk@=&-~d zWEd4sVEPw+P6#E9FN2yLQ7gu#kkU*Z%KzM$kFC5WH*F2~Q4 zoI5FJ-tUgR1W)T1>;UQR7VqSV6M!Olp1{3pVab70@Sz8JeYx2+ufslx1%YZgS3pt}k%_Ie)>%!d}d_KzhGD@QA0o=((CqI4RBH3{~N(m3fRd?+r@P2^y#9Kuau{FvGR-z*|}QlhjpOcTUvi@-Jl!0JgeT0()!v%ceLWW7^O z5gR&=(j#&Q?G{Y?;7klN7I39z)1mazxC3u!%XBtxXW2&342UtLkrySuUaeLnilA^= zx#JQ?q1;$iHd}#h^S#v>a!45aQh+4F+q)~`zk-4|N9$AVbQo{JTVO0kwP0l%&iH~% z=3W|ymD;hSx5tpid!wg!IwP;SJvLtxDQwMLY5@MZz*Mx@$AaeKu@DsH8FxUHh9+}o*; ztZ8o%EA1P;!8C=cB{~eF44%tUN(np68!qqLYG-bzkn~^Q8DMSX(wm=(o#b15JRIB$ zX#i-kIFkypVWP@9(q(qHrPS<48|?Cldf8k}9SgkBfgM9-HkD4K%Md{qm%-%*U=~3Q zb*D*+CmqP8lyf_5;?XT>=(V)a=Ayue&c=u^s|O42Fmo4~hWG(=zBI%lj|6mV2uC(l zWRH2kD1*pf@$U2S%GZhNReYhi4@_BD;7quH&?leFe5ttkv+dy7)~6$z*?r`b#^;QXK4KuVI*K?9`vZsd8MGOjVxCxCs8Fo!rpx zy($!vrVP!%x!O*hvy`pzjSoy_shJ&HA|&-Q*MEo0hGS=9&|_N)mt&n%E-9!D(p5IU z+9qJu3Lw7`emp|V5XZ0qENM#$%fRM?I@-ri0FMwx8SGoIitK?8@$8?YqeypRuu>*O zx)|bMzScX3pk`}k(~w7AckP?KPc|p#4Bz!`aRcG}Ka$qG4_SBrcE2P+<|lbkh6Fqm z6G$>~RK=%pEoM79nqt<=tK<*f^?w-hs$p77GKmHfX_X6R-~!k|hNC&!Y2=>Y9#R@{ z1NrwNKlOS-S;+jc@kL@;b?v;nKXt;7XxNeN-q_UqF1|G4X-Bzl-#Z9{=<}YntL3|o z2!V^u1RE+sEv%E5wyy-EMK{J1b=0H0&RNOY*V5A=+JrMNdPwPmk@sP1CDP%v%V-@i z_AybYkZe6VPBqog4lu)tgK+9Eo@QCbfTAiiF!KpZ_Cn}r=Zfqdif^{YTemh^PHhug)Yc}S4*ba zR~`;UdcX_)XT%~Kyh^<-^qGg8qWqW2v=RQTzj;as8XO_maXP7x8~NCoyX6*o@%Q}wJa=yeFzhSgE*5~`~+8=@ds@M@~^lIzfNRO zS>T~)XsXZrDNCJE=xUOcT|~12qyS<W!}CDYD%6!x%X_R&X@>*d0&Sh^rB7i;nH7gYW8F0MLxD3~d%Cx49ZYwIo z=P!s~7e$C`nTaF<0cwrGGZ2Ea54>bdcX{}+rEl7Wt}qeg23{f7RjKNkCN=%0_uFtG zkJtmwft3gJP8iSo$5H!ob5NX^wqBF_{*q$s)^+14oc0u6;}kt*d#DV&rqN~?Kl|B3 zpf!xojWM9x+C5A0s1W5=bq;rNFD6`*roE27EF7sy)0)fMKne$;2Y@&X1cCQmmadtp z|GkUNwI8t#>UcvxjdSmPinQ0jrb}ykQ3EqWqmVvQffzz+${!w+_{OkXTXimWgz>->B&ep zfo4_f&GU4p3BWWQMb!1i;w|sPn%%^CFuw4;18q3bz7gyT2QO0L#07Dr$LoB;kS9QV z!>W|&dmzkGlA_(MZosHZ)pqvv@PL!0TJySsMk_kZK>`kkfk5aT5QJXv%7OB?Is7KW z2dzle1ZeGXz@l+q5D(Btp>+)jV1-XZLXt7>nP77@Og^+zX?~yey4)8CtWT=j!O70S zM)KA&lDa4~4RH*f358Ij5cH(t?20fcdyQDmGkvZ^_jA^+x1SW=j5lYJM*I9BD+`KK zQE)YwZW4&4%4D9g8poE7b1?o`tSRwmsAWv4;u>8PO?EZn=29>rOA2AmqaV^g;B^-r z5OLZQa6ooO@TpmYli7Pk{O1RHIooq<=tzL!_yx!ykPYK1lH&F2u(yL&^E8iHLlny& zwXQvE>nQ1i-Lc+1{4Rj#i;$o&6idB+hA>-;ta8#4hmhVSRAm%(l@co1BhX7wuKLU( zr=$8=dZXU6l3GC>t6@B@FlRBVZ$GC5xfXRbNu) z-My^XPkM+C7GGVVuMU~nL*I*3mUS+3GP&@{ve&lGUe(&bnzwI04I2Ez#&pHT1d;iv zPn~xs6{Qqa9X@sZC2zm4%QoKQ%M1CA&T^SBOzmLjAGIS)SCuZf*KqK?(N6_JkGGS- z=6LbTdh_1*`0AXyG1RTPJxc7|NndAD{`h8nI>NiA1;l>9!A~)7JCcpf-Yj`h;xWEh zO}(EP;=On6w?-+{m%=TS7=5XZsQjzZRGof#eUCq}Uv5$|+_9iIC<<|cbZvfL+GSIvXezB(pmo$(`iMS` zotk>8n!V$utFF(`2PPbx+O8#0*6W$q91bcrETN7ALJ``yDm`C zVfFrt%km2>itJyy9rrUCJgvwCtREKuW#q1pNi^wWS9oXbju#ro`jeIu$9B1Fo%y6b91EV zq)FOHNE}F_x*fImxbB1}3prwO`oMH4SngB+E0~W!n6N4#|H8=R`b#ATSjlQ?M}PJ? z`%QD)(DNx0z6ou3gq`G8a%LnZseY2TzxSIiW6PH(Z5{+H8;^}G)@QV#VH}jj&ZO>v zX$l-aDqZaSZHAx1{O)l3&hs2@Duxr8#nyv?5YKv#qw%fOS{^9Ke zZ?B^Kek@s^Zrzd&q-dUgG!Rq|L$*}~DO)F?mxW`y#xej*x;fLnP)o) zvF}A~9QuTBu3?_GmkL=>dF1F_yG-(tBE=X0ZN(5PY-{>xxT>AJm6-?|->M>!*$!yY z;&5>4Kjofdp8kHlF|vuK`G(Z7d}5LKSO}wPe-9lL?$>T8%5yTQF@VL>loF_(hJn^I zBLP^WxS3b#`Juf@FHgSvu3uj>gB;xCoDbqO=3^NI6dI#KHey`X1#z_x{Eb!rR1x$(l_dc>|YL&O^M>ohsK8FZFO;q^HmCzSugWX@Lxv zW4}JnHouG=NcLI8f8@UxkHJ43k|_g3ILC|f3UPg_b5=%9xca;t+NBt(eSas$nzW7R za4=6`&>zfn6qslYhFn9Lvtqu*e3!EJ_TLrREiLm}BM$v-GV*Bhv8T3EmdN23m)@Ip|71} z#JBdB5n)o7bR2rvMXX~nOfp%nffBwcAhQ)kw;(~j0!q%NohA=A3ErM3vIBKaJK zTAETSvIod0Lm@!OSWF2Bq^$}HDy7!u_T^EL&mb9`1 zc8uCC;33rn1cuP zXjSR`k`#u}*v{4jB#IsB_m?moD3^wf1!WE`CX+c9X)TXFdKktWtYlw|7EbT(5=FDh zSb(k7bC@{@(o1k#q5GRA`ap&SopbGo6s>GMGgkNhQ~FyCyK?nADB~4Qz8k2R1n=NM z0I@U75Y6&j)SOHsHZpx z;6D6^)LnhlyFwNBz0_x_$D$K+`;8@xRUf`E1}yy|mWxyWTxH@+R?##GW!kl>FYON1<-A)g58EGk z^tgoQt=`$DSn}#?+D^>SM5BlnV{?d4D981v_7FprYTWEOC8PWhlSmO5(9n5yir>%p zq6!%L{DWTz19kxBUyQ1=^1zAR#<~vau05$P>o{IylgGEC`eO*~(8+xcO*FC1G@4+% zRl~$H74eLfen)c4G@o+Q%98v%9(0nWM+e4agIgsqyxS_i6b*e=(`P1>RpZ?yHH?hUHf+^b zqnTp8DtL4@en`A#Qc(}_uds?aT$G_BC=I(9QqvRzGu6n)GO45YB^cO2JDl8icCsRG@Kk%EcSdd^CPK zhSxmFo{JO-x46jR&`kQNh^vv=KYKBX8H&bN(oYB&B5h>EUs_lhMu<;uKkCXJtrc55 zCv8uv_&>FqAy<(|da*YzZDcPf*PcWonL=zRq`iBt{{S?3T5aompJRXB5lKg)kEw>) zS>{_p`0@8jyK6dehZR~`bck>Mx#|c2tdYkBoU723WF;isX=^a#a}hxTJde=VSv$Ks zP{MvY+i10;ot@-WJ4@?xYUWQp^LN8MFKaK-qnUPEl;jH;r4xa{FO8J019pM^!JpfG z+EQm_Rho9lLgZ!RFCZp$8hf*BwriTmG>N|V7tf1|^_AiX1?f_vkJ@7K+pRpc*6*uy z56RW8DJyUnew1oM*9;SX8X|D${?fLxzHslFR&i0HJEC8FZR|piWj_U)S)xb2MHY?J z2Ts3&GI6UgJ4T=?^v~*74*s`VzF-o5L~<=eHQ(A0%Z>t4f^3NRV_X3gdk_Tp=-r1r z{2uk2Xn$H=xh7?%Ot#*Yy;H${uIzzL0CyNZDL+CYr^8>_-=?|YJ|qgQ=e{-k=c@Cu zLn0fG%8a@kQ=Q}4yW8I_>br#`@%~Ff5W0jCGn*(>T%>*c8Qpt~?r_vj|guIu3iD&%F)W zYsb}A{M#I^aYOTZo8B|QXLNy!j)WfgQne&Oa$5sK53h zOo)hM0bD1W0G#Dfsv12z^{-81$vfLmYs=!38%-~q(6JXf&((O-d(^;kfK3pu78IcV z+Vi)yu_5a1+1^_fyZP~4Q_ZChmM9Dzmw&fGQ%L)TxG@2Hi=B+|K9|=3&^B}6UQncJ zMhat@f~Ed{$+OE`!aC1);Ur18qW=X6Wl3W3g*_o3XwMJGwsB81jJdU@68md~Z9eVT#541hzz-M6@(+N9Wd@fb^!t})~ z^J+q>gSXFn!1ML-w3e6xxkhv}0xeP04El2CCa5FMvo?7tE7a4pe3 z1CRS$MlC(U*qzpNQY?j$4Q#{o>1>!%wLb~9bFRcodW*wCbXVg3 z!Qenk$BBKc;WYAm;XOeb{2>rFP|a4k$KTMBhS>GlL$p30Tszc z#VZ*bAwKT;k%7J$1L^4`O0D7_aelnzZv}C2xBD37aySi&L@+jF!5T}Tx1O6P--&Sf z7}QKEW$;7bp;{^8S`L1j>x8!$^6uHDSWP9S_FFm!0ju$3P`EZ5v5PbzUC2fjvJP5DE_cAy?^cZMaXP+S85I!c3U1Y{N*zd zlkj{&tB+$y2X%sX`3q@5Mtw!LQ1J)PxF4=B)cxo8#}n)`?)6O^b5A0Gbgw0(W;Nlm zfjyMy>6-$t)$(}q1e2OfKuaMO9g>TQ?i%IP;X_X!6l%VdFk>!M;`kTgUpv{V@!wfammOdd!haX{r5HvLfuIiRM z+Z5EXht^G6SUOTnCJ)w^xAu*H6!;j1#y&Upy?Dri5c)(Qyg^W$_+-R!5;qAOZyH~QXN2a5nG1Uj9WWkp6~&g-p%s?5dh3 zRPdI$dZU#Nj0c+-SBz)L5FvpaBR<#v*7!tn{OY)>s~lyJHWq0e8yGGh@H}{KYG2V- zz9m36+Zu1k$zdVl8GuROR{U+J+V66i$fBWwr|>P@gQve?jKaufy0A)VRKVN|;2&=-y9kI%wV7LM89F3#)U-U@66f1*@$CJS zfG`vvz+a%i5sn0&4lVFpq7^dd_)cg$b()fTaE~U1 zH$a)Tq<)$8ZnPjRfZG|^8;{PKur(1iJg_6#Jo^k~eGuo6kJkOp(cSqD<%-4&UzZZk zq#bz+F1T62))M`${L%OEF4Y5dWfw<|GVidyNla+hf@sAoT@~wXN{?C-7sX`52JG@b2Oh^~oQYUgJ*GWKZp( zn@UE-LDGehG|!C;#ra>Wo`aK}mD9$doP&@ACTe~_!n^`+?%JaRrfEMis%ma-mTz>u z=Mhd;5VnE$K0$IM->wT4@{5Aev_zZG{J@EKBL0mQGF&lnjK;0qz;M#A6t^V2Y23U- z(&U-V#b3RVYci!jm8W=I#Bf?RUcA{9ZdRUgZ$j~Ng;SUB|FB=YC_od~zPsDmk8eq} z+%@07l%xAy@3EQNn|*#%5tb!KT??id?BQhJEQ2pN$EzcIv1eh@a5Bj|lHN<|UJUv6 zTAVN`k4Co!`Q1ZYxx^IwB)?ARIRM8l*GJV~IB1|xS(yUSZU@$RhHYDwO4y0$vkOGT zRmAJ0qkQ8#hBJ+u^p?5*$Y|KO6zD6s#gNAxqr08hOs~fHEt5Av5Wo)1vB>5m9=qGZ z9ipVhRq&SUk7*0qkNvsI9Wox6;zW39@RXe4b(Bp;w4;v6*7eglq`{pfjD))v9Udq* zMjlKN7_UPO2>U2v1c}@#Kcm|{WX=>UlUGkoXJBqw^g{UsCS@$RuRk$Jv!pg&r5_ncqSADU^5XGg zSCg)8Ha~y~5diE7i3EXQTzoPY@t08z>ym?oj*@D%y>;qz_dIE1d|YFf`ptvte-A$W9=m zQN$}>951O9$D39teN=s;FQlLIB}3LqAn|QQHSJ_Pz6C-yCGW_J^-m1c z`jDVxG6q}a;wYc#$tXX|Cy?vyWfDH-xt2c}m~J~ck>xYc&xW8{wE z(otg389xl5=yd={py z8mEn0e^}OeRd!H{Ux}mVsUA+#AO5doD*HfBlb6LdhG=?~VR}_4AwB)Za`l`m?u)Db zdJ6Y;!>(UtJ;k&r^B}^^UBkSC|4~OE#lvMC7HFO&7|NF(5{v~}Wik!9gH0dT^xO?z zs$%gmcT&mAUqHkLFODBTE4xI6L*M7ib9LGDGzonb_v@vq`oJsI_rSb7Z#Y4`(B;K6 z!lZ;zwaM4{#321bYXcq$#6-b+J}c!l%f)tZe}CS!2)pp!qA(&D0PQI}FHQrLZHYFe zs*#KWsC-JYMh=ObrWDQxFAoc=R)`PaKxjii=@L>R>v9LnlZ{8!me()AOsU@#&pjaS zJz(LH;QuQ5A)Cl=G{(b?hFGU23=mlox_`%wj zXh?EId&3)on(9iFiC3MgHe;|lhAKLv+v?Sk_@6r+Xwc{Hfx1K39}&Nx6fcMU-{z?s zYO7)aA~1nD-f|yWSJ-q;!j-p4G0`D9kwi{{=2|2#}6T(+;vdmO((dPA^CEP zh2_Rxe@Q!&d6Vy}^HbbPH!wl&tf0%ZVJbq2L~Er!p)Xnh8fzQtcpuUxuDP9Yx;U6^ z^9yv;{e8hyySuO8&Bs&phlb6n*!22scf@+s2Y!0-9;azBju-2y={YIUd6yUpp!S@v>;LtRV|3%|t7}@s zwc;Kgg0T#IN)(5}FtM+t&8&@D%&OV0rgsm`icsl}x!rRka9aot0+5FD%9mHrJ-Owb z$ZVgNaa$HQ#Q)g5Vd%)@|Fu=dr0u8v@qWGYV~X_? zL7;cd{+?^ffVz7$sr{*(Ox2>^?CkN}&r~kot6Dy9yHnZ0?hBpXa{r;Rd?%kgJF*5qmThh61gS$5FCg-C8SzXfB-wy^Wm#xm{HH59&^T)LfZbs5msaW$Jk}a~6 zAJa>}%smyaX1xecEz2#5{EOmWQ7z?9JY!#W$G2tZqPDY_j;Z}#EKW1k{71`;-^&;_blQzZf&4KwK+Mq8(M@aLXnNQ&R_4r{30P{P(_Usyr~6Cv>}` zt$UI!ADxCum2d`Pn*4Lsr(McnPEgWzGizT>c&@Ktk6&)=H2Gq#>fbins)hl>ud;CR zW+m-moLR%@MLo?S@JoKw2`Kua{y>xZY^ekvsO^yW*W~w%J-Ow)M@{(-6f% z!QHf&Vl6nHsy(A}`rXL>b(vI`yU}gvaboZF(E8<3$Q-uvVa>#WBM<}V4Tpa&={hwe zHjAuUf7wtdI1+m&pkat=LJLtfrj~I;l0&9A!MB<;tc4JSj}ltsc&b^fCV8#eXY_}i zXKU{VY0px#-sP6%wN4FJ&aQwaY@n09z_qUsOex_>Utj72IwE zetA?jYrv71sIAP}6HW8otSUoU%v(qm>UO`O;G85)_2x>DQ7~1JOxUs6BVDKBho~fz zZVop{?Uz=TKFQrMh7aIMl>DcVc;9mK1tCP%nq17@$ZF2~ck-^%wz4F0T^!hpxU+XE zs#3b9bGvyzQA4?KR@1ApW}4G-OSYDMntXPUuKo1SRTA5ORscqDCJ(tIcz_w}k>(z= z;v)y2!v+0gG$M+{WJ(&E*K{grfV-U`i>OjPuc&ek{5E5xTM22AdVvUM@dp$xZ#XtO z7*ZX_TBSOjAdzY2E1a^wtPpbV`Ue9=fI1HY0zexKYsP{*{MstgMY29)K8kT*EUfJW zdf0FT6wshL(fReDmFR=$4wwxhf~$WLOAeS`boLPk_H%sKS+b_LY~ucNyz0^i#tAtn zXK`lS3QorNU;f!;hdNci^Bo4A(IHtEAd4-Ebg@YHs3C4|AA;1^1<9(ith?0}bxEeR z6>;X`ODrjKgg)lD)y1N$gZ2Iu8mQ^Lh$t$iYCZ$>muW1oMDG=H8%)`-JLiXq)42mT>8fM< z)yM0rWZxzK_4BL*b_XR?y(euj{Yh2V5FuNcZ!*vg?4m=)w=8uu4p(zdTN*bwlX~z@ zdCmIvJ+n8mDGnxnPv$^m?!e6t{2hE;zHU?U!_wr=1jMwwlSq%fH%3`k7S*!DPyM!U za`aUXUG99ugN=y~TUukQFIZ1(neo3qYuGW@LG@u1$P>Xq{-&7wz0ue8=0`t8yA^p_q!>2k~Kx z#H&eAvU?zpd97Q&U(PL&hQ1(ehKx?}vsXx@l@)*5v7d<`!KPRyel+177x#H-@@oEA z$gqmC`k-TG{sH;2%YOBm%ffk?lg@ElS)ctON_e1Z+V2ml3Kyzl0FGPHGl?ZwE7y3WoxvE%TP&pyAGbYrjz{7VnKbJcyf<;|W zE+JqeW+>g@x2$NI+|Bj1KXO~itz84DxLFQ)`XYOBT?E_Yn}|Eb821E7geeFA!Ga?P zlZdhW_On5?FQ0s2PwV_A?0pW^pUd5GFErbe?+3fxqaqATvK`d6t$JcaWo4mE5+e}-L!qDTf*2_JvK|E4Tp zmv&(V32)0?tc@+jDt1FfI@`lO>fU_cr%|6Ui(-fjxN6A0jfI%&&w!>8UH*LTh394I zuJFT`HG-jDPFc6Gj5L)iiT5?X11pFuh6p*wA!h@SPAr&D`f1eiX#LC@ZJvecW`F&b znsW8dZ!2=uAGQxcRUaKq8UER8MF|O;0I-&4L-!J6F=US~_OEZ%TZUQjgxow%=tITN z<#O0HCb?}V9{@3gcT89!w|q%?i(pc#ts939lqJW&{P<#R%wSbJp(G&lnVUgi{_k>; z>`BqbhrU>6x^^;~bctP=ND(LgJ^jnn+HbQ?xf8mw0-et#2;vJ@lCl96e&=vtj7@)Q zJnkJ1>GKW<%25zAnpwVTAAMH26)SUdxeV!g`GlgnpYTnLXC4g~bG})u|8`k)rSMGt zQH(5dwJB~Z;BOq+?i~9-XMTB7J9cb z5L7^!;h93j)7#Z+8hMJ$j)c*S(emmmwHBf+5fYNq)Iou$qsAMqP~4-0{@LSXTDe1? zlP>=YQQ_d-<;RAXn=q*|#gD%T1-!@0^Rz4eKIMKAPKB z)D`54(C6geeKgpfcPfcYf~Ub0Wk+dC>{nt zyZjKwSK|q!^NCz_|6wQ3s%H!Qh(!LO!k*||0DnLr7!A|_m6p|Lw8oS?z`cN&Pq(t{ z1Hbwm%)A4RJeJU@2UD3V*`Z6r@PKUe9P(T}mQZF~(;?Y+z~giIVr|X4X%T|TDjiXf z(9Z(noQqhc@)%8ZFkL%ABGtUhxuQ@gkCe8(kRNEOcAT&o6NMo+36*QM2>K^tR!`Ol zBk6Cm%KFG(b^fzWkmi2+T{i0tZE9@-@0ZXh@^ViM1V*?%2$73z0k!$_#=1Cej4t_N zVNkGZl;z8QTf}4vsZm??+6KljxMvhx&`G`y%8R7+?CGzEbgrE{i!%&1PqS?PdnZe7 zgUYtKn9#%E{smk2-ADC`rv8Div3h}6lxR`G9^G&Is%WC zCkuq0LJrka4dVMaq~%|wdu1tD)0V6MT&1%jnt&`ndB0!g<`P^jC2|+OkP*oHf$Z`z z=g{xwF_@)q`)BnUH?km~>M2n`b15N&JpNF3bfV9Y6qOEbk#TQ~b&)nD`uw#y>!$Jh z!jNEXs#jLv~e)_(ziJN zu=S<1*K+^a`AWp*qospvy9&QH62yobtJCLDvz5tex#wFC1zeVvRiA98bF4Oqguy|5 zjAU={CsE8;2I|`~vQn2qeEj5zKANWBRa^E_2n>R_;SV{Mlsz|~z@QJ($dC4K&Qou+X|tSHp?5^X|_x6gmf zvrS$aEsW1=+N7bd$YoVISCuJMKh|yKV=!GNYrKmQHxCOYfp6hWJk|rr@|f{WRdS(b zGIy%l>nRy>s;Fv5`N$(10Ku55KtbIi9H(GR2|8Pn8=m)YZ3lcpy3a@Jme-%d+>$rzk=Bu^g_&-)7i#x8|1 zh(QC=8=bPh^{-qj&%tIVANd~b<)RR6Q+;l98bvbhcZL-FeKvl@UG+kGIoIRgIThzGi9)4gCTpg&Um`wAhZ8w zUSE7gU~`8oEX!sFQFBBBEC$3X`FAl9%9^$*Jy(!ubH(oOwX>5)O4DY%B-eE2a!@{~ zz=Z~cJHhU+?C&xSznw@a?R4P2-re0e5~Wn|4*u+T4Ps|Z4Av{Q$}qxtdq@7>53DUc z+7~{mZ?S{o%dVr6%Iq0WIpWKa^?r=X#4xQyABp@ge0`22->Ke)G-c6jI@oeyMo@ac zL(s;e48B*2oEmI`s4`6X<|54>QMbb1#p1}oQT;CS)CSpw{vE|_JB|HmqaOUPQfMHZ zth=7@rk<@N0CVM?@xp}&Y!WC1yc!yo_dM8D)91+AZNsM((uk@M3Z4(G%><6zOc&pK zVfsuEA2ap24A)$b@=n|LB$dzRa~HD1&Y$lHVQG@e2t^0pBEavW2u=)%)T3-frL8Sd z8FBj7T3#=@{ercruX(fYGyiy)RDiMKQQR_gM!Ysuee%&A)Esv4ysaE+T!)%>^2!)fZ78wBfV0mY&LDun4hDA(qIr z4e`@U2)g2g)|a$l(p>PX)sD_G-S)W9s zLem483@p3cGyVxN0(cc3ZZ+Sk5vLBd>URklrzRDWyZn62S<5|G&9qmlv?1~+D2CflMZsiARdfJo&rhjN99505Q8l_ql z-&DBTmOH75T!ASi+D;-xyy|~u?%ez+E9WmAcDqgPxLr~sv^Fe8rUECDPV8C}S(hxEPTNtxTmVXBU&sJ*wf$%?r62=knv!d#+J=xbBugj-Zux zY9?e1c7FV!PcsLrZCqy$C{3RCHpFj{Fm8`zckJ@&CGvyE;ee*&4!bPUEhl$}BReBnqGHUvuZ^J$20Z6RYG0?z=acM7W!ge_ z_1lgWA2w)UJ%rMf5JeM~yOmsYpKgxtoU2sLtf?&ISlO|r%D)*`F!L&gJ}Zg|!&Lx& z0s~_+?mwT5@PXX*5sv2Ey6ZNsXcg}2cfc~l!~sXc6+>`gfE}L@k7VnzV%4?!9E)OA zQT|Xm(ilwvt!S)xHyU;q-*XK&lU(iqj{;o`lCD-pV~t$M@oS)OkUAAiW_=J}6_abs z+%<9yx)kNI)3T577`F+VVRVYCBr{sGeeuwtca6Q_FBQ-b$~@;{m|;kTv4*2~2HCE3 z*lCDL=BK?bOv>=?*n=HWg$Q|Viq|MNGCt_1T6O~Sa)Si*4>SxQ{CttG^WBF=D^$D= z^{&pw@8>_6?_*J)38znwm*tjo1xZ*c&|oJ7bLIyA9&3?6RI+`Y-EWU2Tgy*_ESzl6tQ4YSVfk|ZN7TQ}hTeHeM3$#~h?;db3Dx3UR@+Lwr zg&~BkY&i-p^ci>$B)bIz2AgJe*y8tattAb4m`Bn0%}49osVkBa)D2=jv&Eks?_P|$ok`L6CplVc)EOO8ZiDtl!$`3>ZmZ%_n>J8kXwq0_L`Tm zHH%al)gBn2Q2Hwf{X-g!wLGj7!#3xgJ#)6kno}53sy1f2TqNY@Kkq;45a@YvmyRvJ z3@pvocfZ^J(pe-Y3zAJ!bVJeb1L5`6$#Tza zi67To^N^k|TKCva7`~yY(I30^uDAR`&wZ!)@aT8b#=3!ZOs>xSslV7+>8KgmThj@y z;D3gWa!lGKBGbQe+BN@C(d)(9Aj&$I-L%Ay)v1@H?-?@l6dtz~O?i=7R;P)j2E^S? z92~f%mW2gD8+4gNlnYiHR8N07Q>aa^|28`*^Xi|g1bzKa-cKRx81_5F{F>cxdz_Gk z%GOL)VC~n|OEWcp<792vmRe{0%d_DQ0gp1@vE-{<+9I=-jLQb^ypbS=$8Bpvjh(bg zs&l$%uMZF=@xQoVg@4w!m=*}JsA#tEn|FoDR(-UwON15swqJ-&5~+&Z|(B#2ltwoj3M$n z9%j=E=ZMNZA}9B`0XUBO-NlYGholqo8DY)#9iRQO*m`f_=NxPLtSY3nu~f^# z{-lg^(i5i!xT!8A`Mm6)e9?nQ;wW|7T%y3Q6it-zEU;$x`CfeE#`KIeM+BU+G?gJG zgMHVvFzJd-1QdtZ4GC!**l^^HpnWdYdndmeB{xs4BdrCd>ZfDRF+fPC0o zyzLE}Wf-dpZyuwDewcICP?@KVrOttEdBvvQJNU|ApsMX_l_nQDC&+DD1b-kz1fa(vL^Z>r2yQKDlsfRS1ErJ} zFxHjJl(rX*Kx7XB1I=NgY~cwREHK!0S=DU8cQ5p$d^(3%9j40F9!!eSeI;vWM&E3oc6Qg0r)2#G^wLFPK)ik< zFh66w@2LKG?%V8K6AV$>M!yaru2?pc>W)>S0fZCSBa)=-BmPMAy~FPUrN$BsU{)MNozHd3auq zcotX>1j->#8#b_?q}guH(|^7&8NBBx(eU6SbA$W}JWDYZn=wPY;jQpbeX*wQx+89O ztNq%`;H_$p?Glali0$;ttr{M^mS8@XNUnQ49WN%w=tW> z(jFa7**lV|I~kDNX(ud>_rtF|jVk_Z$a9Sni}Pj~bd|8o|lZ0tv7PJX{5KJQn7_ zG9a9P(7e9s(ZM|z4_r=|oAUj)B8v1ip|Wex^)k5gEI^}z8?7$}u?}};jo#(AV%6%( z8w?ri*_6XHwchF9O-zE%raKZnQ58X4Vn9BlQ*^f{x)&ht`nksol1cATd%kV6qGGsK#o%cItjKDo0pc*qb`#r-233d=M{Eu#U zeRAfp)F)5-5h8y!Chkvn@3cKI`R06l*;p7}kdo=JG6*!kD2BO>1=T#Ey(~N)@@z)x zG;k<`$ZqmV4>EL4k6z1bFr*UlZKUjAM-8Es^G7Q1;PD&UCQo%n#sYndmi1MaRCLro z-MutRVWSf-z{LM#=}fb05NGa&+}f!(SqTe+hR~W9;unCH z=BL(BZ2{B9>wZPCmVFqDvgc)HZkoq9`Wpiq?et!X6*7mlj2Y3!fUfBe*}%QrGV(>2 z*Aw6Kd|f%AF?}Jk9M28y5Ru={qUxCDJ8WH;e_UP2qT7EaJ2f}@wil=7L{E)lW`KazlqW3cwGi~hDvmkokQfzRE@s-^E z?Q4)$esN3OO+KG&s&&^L9>da_Fx6<|vNCnP+TOyjXDa7CRp0rAOBLXMgMEQsVjU6$ zM9ahUo#+A_lg$J5JG5uiuhXeXYmTYuKRV=^F}9|Bws3fL9Z-Cy%y)i_zx{Mp|EyP# zpecScJ75K?qZy{2(IQ-|%2a(FKLrzU8GvO7COS>xI??FQB1^^-Pu*;}*-#i?>K{@U zH*itJEMkJ58Wwdx@`zD?$Ip zdv#`PWYhqtqHN)$KRRe7vQ1dHUUYr%!GmfmJ48SjlW!49XSkV6*RtreFS4PHn0@%`KZaMFl&B zxvSaG5#kdQvAlTR`2^MoM*W!h?+oJxZ5}T$yZy@)IW5?J0$1KF9stn{b$&9a8o6tm zW8KN7zvHG^i>UOwuKB@kW^!1v!e#|TNRDkumz_s*<|Q3vx}{{yxT7;%{V9K#+n7`7 zn6a7LbIQ$FG4+fJTz3iW;IVjd;-@NZ>W(%^)8xK?-Ir6!PRy1;-Sx>z>Na|Phzk(s z5d1Z6@7!)>j4Cg4=(Cq?Gj=i2dXIZ`X3gdKQS7^Lzul=}89RkZq>#=;=1|6T%UhE< zZ*;zFjh;R|vyB@u;idFn^7HD8_d{5hw1+z_MsWCV)jWw)zV3Fe*6(eY38cw85Ljfx z=O3b5_ts}$xn^?yl5YiZ$ng#62+6P)g^hFxLp)p_aD|-Ljb zOM%Oq2ErT38zy{7sw@8bpjMZj+YDLF1GNkP#2KcY5VN~&1!aq?h zOoJf&#+Xy!+X{Gq=&E0^A3WO61^xl>J5b_+HRp8B0mPlIW7 zamlvNhAXrD;VlGQ2w7t_R?4sp-^@k1>elE&hv?r8$cojwFYb~Hh9|oc;?i#E-u8vI zsh377!PmnY0F%?}E|#R)8tZ38dyG%is|AC)rCYkMMWW^?Ci?_3+Q>aIpvtR|nE?&l z1Q3CT#*bZg{MHI*6gOnNDuhSG%LPv;Sj%if7q-{Z@wQ-}2ho-kpab6Y!sIwLw~@5= zWQW9a`eJB`oofh!Gn{bv-H6>~Pw)*e5kQyeOVY43hdZxdz5Q{U)BZ%K)HQy% zNgO3d<{q?5BTGc)hZ_-zi1a^4XQpH24aLNd5#e4sm&@U1e>i5Je+hlIun$U-+erH+ z+{yU|W=vXcPkzYorI=9$?d0#v?YM&|xaV>##AOX)x2Vms$aedaMC9Y}&#;tu$3_@e zY5h#DU(UFIzj3dsFE#VbZN$bhN+4ym>nL_JUXDe|EvguyO(>|mt^ZPc8Li@mMob=0 zQ$u%+UYM~jV$Zz673%DXHN-F=6KNv*h{`Nl72)y1Wc@68-AZ#CyFD;dF1f8u{R*xP z^vYubL+2mGZp5L1=RpTCbqO#gzxrI&xp*sU9qT*0solH~zHgU9Zz1F4tn9_)6y;xO z0bzumYUQML$Pd_9Ivpu(osn{r?r6CoDy618!>(T-Fyz@CH+Tp7{DJ-i$80q7xJr3; ziaj$0j7%lI=uFdKPgcVnoUuKlR1)rAM;pW6d-2gcfM$G!z_Gpem(fd9#k*=Ua?N^^pdTl(;ic*|IS^Yez#7LQu_RQ)8e&Gla4`v^@DRI3Y;RMQ_4KQZtS zY}sVA_FM-p-Zt(>?a6K8llPHcjqTa}|C=L;zS|#ax=0SIA%voqUC^6`4jmesxzp)v zV@6PuZ?evxtSpz@NAr!yQXGFD+)jpq!ihlE6|%#F%cc+eKkkr_H%2Jlu5e695jpr` z9|7jPD7$kj>3T%0652M{;amUOO!7ZlpW~eIu$A+=SEp#W2{+!bPs#aHo8h_bx+eFYWh+>+F&JhX{tNqY$ufU}W`Q7s; zil5Cd?P(KBm@!l&M;y|{x~51w_m@=Om8QGg-!p`u1mM6V-X6ZJKpC>+mrq>(BId+d~|APdgG)08h>Pw2qUh48xr@ArY$MnSGZLs8|k)|h`_bgUC zqjv{RY(?oJs0T>W2pb{M$pk(>*m&iD4gEf3bYPV;?0&^Il8&#tMBH**S#vnwh>Rs? zLbB9^n(9*-KO`efu14I1(hOaZGNjblP@4J=)pM_4I;u?5mYV?2u!2lB&RZ5kz53N( zxfcRWu2if4{?zm>J*{(|+VVySeca_sk(1_UUzwWBd(yEB_7QJ1L4;YcHF1Bbv71+? z!m^{b1LTsi*$GN7w+FB+u8hKaMNBM=(ZQww00|#~5BD|gRh{nd?h7>1>d8~uiX&BR zC)97ZHZkptyv;Q}9Ykh$wsE5J(4m$!SX#A7eQC>nR2Q=ChvWSog3%rs+YH4NG$k;8 z4AOWJM5~@_-Q#c83C0qJ7tgcLknS^NCrjHUZ=NhK#sPYgu5)cJBg9Dvko4-jz#aU! zLwpC97D>T!uxKh|o~cb<-*GGBxU3cV73s!!Ttg*ID{=!IyDW+4ky35NV0GjiRppX7 zXrnaI(*3JiPo%tJFl&@p-HfPRVm`+@oRi=Y7JNc+gF5mD08oc~P}53zc3L?#*?dUn zDDQpJhR|9!axeN^8O}8C$&EMlPGasqwN9>B&7~6im0z8Rkd;ZIDn&7@BA9N76ixs{ zS^Hpofmh#KHc^m!(WNf@He;DoA7LjslfI5p-XF+Gt>Y>Xz&ebp;C}{H%#mmvkckzT zy{I95H_dKIJt+QOe`HHWL8MoI-2r9hX5?T+AEP3_7N`$lddZPk=GNOGkT9L)Y!a$Y z_b8Uz?&i6*Gbv~Cnz$#BS_|X^APXJ|5!LjEiK&HYsv~!O3|aa~=+=vN)2GiYk?mjU zmD7(;B5Roz>}ntr>>3Or$QXb~Nu`OhOqfvm6wm69-}C3h*d3g6SLI~bmESE0PF_TK z@yN`RbSMKmvSW&G>OYgH@21Iy!Ypg@<26jDpa<aN{CgR?sZeWYG;=}%=>|k@mRh^VnrS%eV2yg*mwUX1(HmTq3D09E>oP9(XO5wFY zyI@Iqq)GPUbEAgi%ki1N`X9?0yyon}bX3w$a1bdKQ)YZv9n8 z!p{{|KYysbT4(r6*CIr=`1wm=Y~(RO{(5tukYeU)pPCfK#LP+OgUF;DX7;lnuk3As6bvu;>zs3c~WY7 z9YNcq{texrfW|hPo@^b<5fNLTL74eDi6Yk)4ZKy4GJ^S&(1B)|QBB3v9*SniFX8@={gA={7Wf1{% zh#Dpzm`Qc9CM0UfJI;D_2=x|uhKi?U*|iF6P};|3YyN{8fW^HKUK={U{%eaF+P|L0 za3Y@#T0&;*W7!qbCT^|Iu$viZPY^~kgq{RSH=kX1>p2*>C$dK`g%@{9)`?9F=|{?p zh)&&GgynoR{PSpDP*Ntt3ciiwDHYib3pJ^+x7_WEM_d_pFX>?@KJ@-2zhnr4(Bo$M zsVsBO8%pEfAR$L2Y5k;E+Gu??TbXHJZ0lQ&fq>X!3FMnwAX)|L?fPPh@g2?&rdPHq z+_HFPFOO+ib&AnT&Up9>#Yx$i;z5(mcP&an8;&QHhRFYx>(e1DGaRq`wxZ(4iGvLy zNe5_@%+19?4Fudl9G(!SpL90aszLBDbfo_=JKnD1eBxh+m{$8-pw6v^V;yPI|RL?3{v97-7Y@0oX9&Xjrfy0E5LDe>P9j zx;Y;md_Yg)@=i2-50DioNGhE z7=w9h$B)rK1BR~YK@uta!z#tr}6V*`78G2 zaLBn_e2@fQ1$lr03hq%J5g-PNF$WHtzDC6=mU3IHGj1)9wC)1DVcB;c8+=#M51 zHqB^r8O8X$!hNNZ4lE~^PtdJt48oy|e6p;|;SVW_z>xeQu>~SDI;2}~{JH98#9ZXT zpNoT&5c+>h0wfbALPEpWEgOdJ|0-$Qq*X}f=-7r3H&adAMf*YN{cDETo9CFwPDP<4 z(i)nuk1r|o$k`!zsi6=>u!wJ2UuAN>tl##5dZ+I*Ds(0jHj}walf>#lpPTWT88a&D zW=rUhd!iG2sIZVps@szFjUkmPNkjQ1)-cXs3p7q$pgA+QR(3gOhk6fuA+HS@Xj7Zw zOBsu?!2xb&9YhvOk6;DUEolgdwfttTVS^Sy?jO`tW`xM!@60Ppo13OoN!s<|sil*I zxLmw6{D0=z^Zo1974`RK#5YQ?S-!ifQ~Ha9JnxTL33h$}YfTVC!25vw$X}h1?aw5i z9c`1)9f#x*l5Omkwc{m*lnHFP;=a%ka5&j!Q9=*txRL6qk}ek&=4q3M_SH0NWN*j& zD#y`S%+B3QDqOiIXzytEG%h!YQ)lj~oOuUB@<+x>Im&-Xb?nQXseCfu?hlwzAPzUi zbDOMJy&P0|o=;T1gNijIa;ne1d+DYwx@}z1$TREktzlxF-$?)l1TQO!W>hs^bWmP! z*;}J}ISYo^%Oc>t&ReZvSC`@TbhFQlC3o*{NGm*m@p~ z=s?=tv4m*fXKp7n_dwLJ`XI|g;|PtIje!|Hw%mBZ_%ME`ko5YvIV%+o;=mq{xWY)k zV|__7<1f_BvT-haJge@So=-d)FLDQWpe=k@;i%d2O^?St5976@6I{$H$$bO>ZYcCU zFdh0h{isS@&)o(+1VU);U?1*q5H5BIJm7IzD2V%UGAns&E7lW_ z*|V!%>ZZ#3ceXAtQ5L*WOkeHe4hx|KfyFZM?`ppb3zW1iM#z63Eit9X#2#$RU#qOn zj<}iWkHMgY{R+l-NZ-N?Gc%Z1Rt3p-x7}24=Wa?oHJnsRmD}#>lDe+vBas#fnhRMY z3K$dcwE*v;0up$2eb!71Z&@d+h)tFx$$aIzAGAi>7O|#r7`76oP>`^Tl8z{)iT>!l zhP&EtxaSkz$l2K?u_+`^O|wF<=vDas9ENzHC&AdUiMA70Y+#dGd7kZmvO?=##L3WY z^n5qcx11i8Vo}JSgqz#&Dwl~CgSb~#g@I1^fk~$3*4FG-F(r-ZY;t*jRL;B7s^U2& zHVz{oCb$9R7d;o&(ug9twZLW1^=}6%+j1`J;GWc1HOgJr`>(xVl?D@A3Ny)u13(Ah z-qR^EhDXc{pTP7$K;l?!(2m`~Cg4=r~f zcQeEIv1)k!r`{$Z_a6ViGAFeDWB$+ z@S6eS$$vZhyVdqeotrrGt}7}P(rJ4oR4{>fU>JTtZXq{k*fzvxmAR(6NPjrJMOBna zP6u~_mAnsr5jnexsb-6OHhI~us~cP~)P{iVh(FM1%_zqTznuN*#tZYFrv20vg}lO? z+4<@h!9)&_8sV`(yv-$qJO;L~5&7NA($J(ACTD^=6HNvt`8JPFTiPq;>iWO%tB@lG zpG?H;KtqcXg8LvxvR%=j;SY6>swnl-PXEBNW1ewSM9d7O^kfybYGRZH!oF1Yn&r!b z;sZ#BhV$Hsc!sI8gzlCs;7%TMov?woVYtLZhHn^$taTX0Fvjv_9 zACWdQzIFVlmqYiwFXcV{f0n*9ps90P+g^KWtrhBkSW(hC%V28DP!UP3$5Ks^ip&vG zp~w(ou3|KdX^Vn_NR>lqp@N8@3;`nqBmy~#K$Rjg1qcEX3JM{TFoZ~ke$VE9f6gyY z8g|~j-nE|f466TpL1n7%Nm1p{uhD_P@!6!0gqD*U4EPUB}B zp@&|@V2tb+e=iKj0QQP948MDlt`D_D%WRt-vy60`B(s*St6doCFNMbT3npz|^b_z% z0I`vc8;$%{{(Z<%CF#N$w2S2)-Hu$D%ck$UKF!eD*AFaj(>-AZ5Pk=QScUijJ;>=k zD$dl>y7dE`#Ta4BVp&CDNBoJIL7i$XoPn#2w(kK{aZia}Bz?3KhCI)aPqF(G<(YLS z^EX%J)JaAY{#o>`NK2L?+nR6)xC+@i@YiPFR)pw8M;0B-)$PtPtPm^Yd$b{O>qF<8 zkW~&$G^Q^H<_o~9jw+VNl_^|PL7gBc`@VXdn(XzF>rm@NA9oqd{v=W7z%K9NwnDD{ zRu1ooma=x&1jACS*wSQl2sDTM(+g>wU+4*T_c+r>rf*gz$+0y9B+f&hSer2?d<%oh zN3cmPYvQi;)-*25nOPp-U64fA%mc_B0ezBDsw&g1_L9}mSKBaYhBZ6+(RV_8gVizb zeTivhgle2Vg7WoUeu-+Wg?C<+@x}QUi_U z&|=-y30D!~{Ke%1KJ&Q!QrqImN|gFn54Dm8nj_)BKvJg+)FKp=5CZX_;zwNUBw7Kv zbqot`kEb*pG8gXm8g4*be`yR=wb@HFC!H7pQASD(35JxivaR=2@Yq@%5@)3HEXF{r zn9t}DrtWdM+sWq>FDZQ-1|+y(@x=IXrDJ~#dKZPGx-4Da?dDn}&vd?!$D8uo=Kox` ztw4YKDJ~$4@HjRN8BlE+&{5RjNQ#IxX6;VrkdqYKu>i-D(z5RUA&SPp0Csy5F z>9`1|14`-pRNGRAc)KesCs+G~WzMC;m`0X$SGyeS`~|2H&%ocqJIi0trrUid)ZeHZ zH)a4N-pqhEZ(8RntK9I?VWPmRgqz)v*{(i*xKI#`Q&_UDAY(Xr(kRTUD*K%JY?i%x zZ)rZ*31V195`MC?$PRj1A~xZ8ay3+z)el|l`?K%oW;{`5=h;hv01K&B;@S$JDz4}; z@N+m8M`+ELgIwP{S)nNyc837-(o7w~(XU8%z@iOiaX^mPaIJjn;ZJ{;7=&5*oIOJs z3A5U0U<&4iX7+F#wh zq9{trjSiNf6;I-9m3d;x>s|iizMDG^Fd1wpJ?J8yPmuN)p{yYYCga6U8v^&M+>eZT zNnf28TE?0wyhIt&S@PXM5dGuSmW)usy%RZdPw$U!IFtIF#w<_wjk2^{pO~u|_QFiG zCX2l#=W@kw%(xb;U zl4Vj+#YNYE%;N0S;boIcqywC5bM;Z1qhh=M7QA*ick%eN?H;-?ZX9@P2d*@z=%4Dl zj%lbbwV3$F*L)$*JXyv%ULckG^3sMaDHf7$;7QwY9tttLvH=qYl-+Rrx-m<=A^M@Y z85)4pCi9h@e8usMg9&RZ*5)Ni>L;oQ+a-eLc>qL>EN@k6kJSu6LROHkZZ0g@ltBBI z$!&`%25F|NRYy#F8FO^q+553e9*Nes9o#F9ub^%?`YhvM+sJba`?LH`h!>fNJ@dl3 zu_k5}zr+h%Va%!_@^ZkLfvS`9QVQ4+6NAdsP$hAP%nJPcXyCGjgA;?h6!%`lLrNc_ zZbHvGExN06`RlBxNy?u5s5!4^fyIjZdN$<+mfLVYBZE!xpqa8(vyG}+l4uokurTBr zhyJu$Ie4*VZ%J(8cRVm+1_#D+z#T&ooD*(&l~fZ{NGIEh0;o^SOD5gGAJEO|KQB6$ZI?4N`B?mpoM%|y zzVl2iCfR|OJ7J%_%?ZQLjK+un0?4@9eXH$%iLopjiyFn@jBx8Db{-uy$JH)&^ zdb#b$cY#h};ibikRlfLWczsYuEnYnYe7N>0hFJ5RPmLgeMv~v+#_$D^N^p>D;EiQRG8+{0a*bN zhiE$g9r{o!L7ZCDnv~`uD|`1CC-s=X&<Ond&{&>{cX3BS_f}{x-^JT?l2B3n-^;}~ zkS)k}QMM26?}~AbEj~t-l_@rmJS%F@&4H1|4SoU1CthwE=7^g~6;?XXuqcnCj;$+e zs6AwTRC~y>|B$uQ6zzBRLGFm8ThCh9gm62&i@(|-m+rmn;Gc_hOXPM{D+ho~uG&D= z8$(Gp&3+$(rXDeXCkRxC7o8jZ?~X9>$8T!(1rGT|xT)TS?|gombB5=0W&qFn1eCQ; z1$EOgeXbgHG7Of+i^TPVcgN~XufUc^>hdP{hUVJ13-#cGOj-!S3hB_ZfrtrK9T(V0 z^f$F1np?ELaon9d=IJYJ=xiT*t_j>P*_hNs74p1G7mhUYRB@<5M3rlc7WE|hV-jr4 z2rQCcFR?=QOP^4_@ZzkP%2z-QHhe=iX z2z9|OarEsyNi5utTLK$IuM$6bt`J)9w0_Tz(crr^Ez){UO;3lR0B+d(IR1wahk?P{ z$73>F=T5`7CSa;rD|(E5yq*O~;gF2{YHp zKB@};^%C0+&h_Wq`urlnby$5QwiFv?q)ee^!A~h1f?9^@z*41HXVphabl_#(VK}hf z1awsN-0GYW+xakKh)Rf_cr|^z@Ml4u&K{9Q7^miOOh-} zQ0BpPlrR8^K$qUPgJF!Yd)0cU_f=bFucY%|yzq;33sGlQ*xi#h7Xe)WG7sv*G~6_L z;W;LZkbM(BtZn9#>a#5bD%T{N*qtF_8PhI*^;t>~0wR-WV<05}4@MXtS~=oEvmqte zeZlC?`CuZ(gBhLMtfsM6hDoxS6<+hl(1_hRU_A($1o4Uv7}OPu_q*Wcn2n8YG~XoX z-YDpFYGMc3rG?s-cy;?8Ljf8_lwl|ubqP8zi&r{Jqx9f&=IMxuz2p9OA zkYfT#ChB1~94codAZ?a~{4eL`)NGZY+9eQ%6M|Wg-Cy(1ZpOM8N)*ksKTwRlIouN*>Zsj(9t(mNQz-=x8B?!-x&$CD~ta^WI zm-TFmF|Ff_>qi`_ONQ3`4Q)45EVPCkMil!O!A)@lyI;##Friza+2*d=R-a=Ma@Ky= zYlo(c8{-{eZVh<^tNNytVAM2&P+YRmO$swg_Aj{<_YouKq{=)k@HTcw<6d!}s)XmS z0o5lGj?po|e$#9rEHek3*t%F-ov`^wSB0QuB z#HG}qc{+-fpo2H7{wUbe%HQ-^uFBfc!u4PHhS38uv}A)nRMh{gf4 zt{;@?f0&zSf>cI+ZuQRMD;vJ)XgCr{Fvj}I6ua^9=%ut}78a@g8de}|zcuFE55`Qp zvp??$>c~|YTZp0tiK_&vLQQ!$6_W8R};SR6r`;3?NXog=ZQiKf&@uup%19|FV zMS#TML#zPfpt=H!1&heHavwN+e=?t*kSp7>+<1-~p0qc5BHK(@EwK(liM|apatmTB z{ijDKXWB>gP$+TQ3NNtq*7GCK(4HJgAdI6;I_a-L7l2?1{yz(rN5Y12e><&zI^@R> z4QVBu$|=8S7v=2jUS=5{9M*)uwn5j&R0YMrf?TNNzhj?v*X&-dJL|MQo~}8Evc9)V zf!;_g67%SqS-s+R)@rXKk+?>PA_j_&t4pVl4x1)A8bz90Wv7)*Pl-_R^<+z>)}7#w zCgZ1}VQwV&p^*oU$Or7|V5L{DQP#6W(peX(!|Q@xg?2L=Kdo z_=ZY2nrNIvxjTXW^$Cj+tmhXVIQOC3U|6<0zA>V|=CC+>3i_QH=2ovqhEJ4)_J3S@ zzC7|*X;??3m&0sl)hWD!RxpVq%EvsEcIK`Sq{&V`C}x~&d99){N}V;LDIzZ&I1tUwgJ-h*B=KtD+yYP`dM~Tu ztf@0)CY)4vc;61|SNa)0Nj}h-TTxCpu_U($MZ8z~a6&9;DEi5YQ~Wq>z_<4`7DkQ- znZbxVtQ=%?o{9DeXDQ(a>KIq{-Vim=FqjH~fI+0OAy*2K? z_4z2GNyTje;28Xd6XF3@2Wah)LRZ5IpIQ0)IuF?$$1SnJMU3_rV|U+nPXU-fA|Dpu z*Z_eyZFg@p@sP?qBUiIW(Kb$JO~*BT=)md`3n>!AIPGJkZ2Nn`$2HK!+%jSOnRbX* zZTbs48F|)y-d#6qlJ2m3t}A5{zKD}6O_#wMD@-=?{?)pbSN z@k2lK+C^^$_YX2PQ19K~pLGwfBN&T~iOVIqL$t|7VciZ~bl16o!Q7`NzH~*;S<>pM!{rrPdUnss&ejJh&Sl#F;5Qt4l)c zb53^s_}sC#rsX}e2Va&F4%A3oBj#U_Qy?~PS@Q6UmXg==uYP{nnP1-J*iQp?;$bDi zk)6N8-;!b2i}Fn{Ag8QDLJUg{P08*`_LXYwpF;UtTgCn(ZL&IGZmB*ouo5=JP!t(3 z{2BLUUh1;Z8y`|#xmxf#Zc}-?B3Id%Guj7}eqz}TV}{9?UZ93h(U`{ri(p?*NTtNr z^_dqI?I))V_Y_Q9mzL?u`eCT{KtG8DfM()F_)tf>ueo5|bRlMU;P3;o#mCHo4ntGE zK2dvg&P`v8*$_S+{tIr|*&dzLJUMm}dF?UI%BQ3AgNkcS1>=%5?umaEHSs&q;QX`5 zDThD{32hcW9kzk0gw#?_UxQ>?o;g|-n>*N|&$AJ+!7mbEO=q#4kH!MerU>}OKZ{;V z7rptkv&LApOlGexO_voju-?mT>dmcqkg#KmSc?W3WG9SSa{V^K+sas3<_~iSn0Xor z;=Kgd#y|eCldx@LVf}*-g;x@eB4S0xD;&K_I3&f~I#0MytfVV`znSXBo19qFO%Ku% zijX>wGD618cArhLA9l%(mr=nNFcDlEoH%!+S7ZE`A~G~XFZ(vg${)mnd-~e|exPiF zsjnms?x(!mB6;>EtxH{@thmf!!z%q&xjWu5J`r_b9fX-oz~$c=>a5va7?}yrmOU)N z>(82Bg=C(~+Mvz=Ku1LILCTnV(Kn;s+P)D^PF6 z^S4T_KU*m|n|a}n%C-Zz48*Smh_V;M^A}bL>FzWA?+rT}TD#cZPA#mG0ebKLowfcCdGpZ(l{@DW_Z?pIO{O@Cs(A8@D;@;2>5L^R>d(k)h8ykv9D!W>*0>AC*o!2>xZ|f>}rfhtg%^QBq( zj8fQ7CG8Ec+_UUA_J(hs`RpW?G6ema_AScp0UlX9>lRvP)=jouN=EvnWmbwCDD-?A zmqUbRvI;;6EtD%+Sb4&2N%*PCvpN`p8BL0evYs0F@&T=dY*J)V8+5;f zxhL_4LWCYP9kMv9#!#>1CWpWLg=^eg5+Y46iEtT`?+&O-_91$D!efOnh(l+Huv5)d zi;t^dxu`W&i+5@G#iqHuYkRlHJL#K0GTj;^W%mv5Ye8sHdh!BE3#wVDiTl)a=_dt@E()$}GDOb7xqbrGTGQOxrB)K_7K0KvF=wb>AdCg4NMT zhHi@ZjqBVi-f7iP_H~mTX?I*HiR8d4Z4m!i?JZ5Bv#>JRXThVu4^v%|56r?))j}jr zX7X$c@%?uGOM%v@yr3bX%-8Sr=Wo5{Z=vuoMq<-IsstkgsrOSw^Zyx?`mgWMd8iev z$L3~tGijE4T+Lp8-fYt8hE0XxI=Wlvtq8~zRPbVKs_V+1vs(blDt8axEO4zAKM zR8264y3@VmKI>rBeHuzwc17flRXNa;*~xxepV1!d4ys0gHNu3O0mu?V*_?3w!0K+> z$z@G}L#-D)rQcMuBTabmHd0=p^$hG8w}XmBh&m=wzqLg@s!D;3f2h784F{-7yI&h+ z=yOpm&wrI}()G_G-8_hHNbz2vJfoF4qHrJ zyY8XY!Uzon9&a6n`MZ;!Dk+y8cgtE%YY)|_Tt@VNcuK<^&OyHov=EV;x@;~$oJxh$i_Ms6)C=kdo$#0xpx@l$INGB*ib`ihs&32j|62g*u{~a=BX+- zX)i9#;zobt*ZmavXnJ-^K^YiVGg!7X+M{hQAz>T5!cqpoA!d}@dlN4^dI1#sr zF~2p}aBs>dTvpw&5%w-@oQ;@4`#Idv1a2g(j?}Jiwf{+>+YpGG`3H#cnN_;Y6lIdM zFZLIC3v40?KL-N2*b9^lXzy>;DnTQuB9cVpJ5T#@mjZk-srnfhJQKZ~AXnN*6E zB+(T45R7+^V>u~o@)Ay;PnV;!idCPvg;&ikXn4hC0u#3DZb|ZC66$6ws|kUaB*DXC zJ$GVG3(e3&%143OO~+KOy3H%=wF=s^B%CN*uk2AN;pdI5IFWcR?d&+AYD_ixW6iwj z1)=3792A;2)YbvC--t#E9-UKiaN|Mv@w?q)_?WZlu?kC|Wk(Gw^r)6NsFxnsecUOQ z1%t}aVA>M|u>g1z*d`TGmiLZVWf~>sj`>@(*|<>LYecoGEd{yiWtJPvh=|X`GAee zygIg!d$XRgO}8cUjAR9L_5SV<6pn+V05%ulb>?ebg zzrl1RGWu_-o3K6C>4v=oasy zw&<_tW3~!=h^>D_BuUvXY|TtT^S8)oGb*DmEDx+ zAlaRhqe)E|fsm|Am;r#6=rzd&c6m!VAP6kv4DPQ(qH@f+h@!CUa9*5wCdqPQ%?iLL zOoH^iFk88B**=$>u}`^-M2;1$B#m2>+x@n>hx+``p*@z%a$qAx1Q!4c1w096cw?<< zqt;tPm$^dY{Ajl<>$j2an}(KTnzFy->>!+mqG6|6Tfy5w>~;G+F0!qSruVhK%$e}5 z9nHvV(C6!`N_-nky3+|KwL3RO83s|abwq^A->>ag=|0c)v#;m&wbA@JQ61j@EIN!0 z*c_;83(;tZBLYRpsbz!H^O+WNv&nZ~cW1!WGx?!Fs+qE6zBjqQGoRP@6meQm71Pmm z5xzv-`;7AO=CPhQT^L@*V6FCMNW|e4N_GC|0d`3<{Jh{*18WsVif>j>agQ%}iuKER`NLjH2| zX&}srj{AmFEbB9w&obDN3??R^xrA_CFFT7i35=ssdyKd_h`t&AGS@!I_?rQW9*J*7d73b&$qj+5hcL9(JGv+SlQ`=ynS%90+2xdlcSQvDS72P}|V)UN$~khd0V3I7E$pDkjGT+WJv><8v>2sNg2j`n+CQ^wP&~zrK%u9$vs#Hsdhg#!r z+*9^HuG^e(Sh7=Lo8mS)KmLfUnXe#D*uv=8Y;q70iJHZaL?^0qkvwwI@t`45-M7c} zqx$1&TCp)93ru~DH4OICgbD|{VbvQ!?f^q_PU@AoGqAjUl-K-Uu5`d7HJ$MA#lyxB zh-Q{ov44nug`~XtBIbb8`i>a0q1qE9&97sKL#x6|4@Z%3#Bs3Uwt=4r@gqgCzpjl+ zAFVe2#irJhFeo_V`gwPwsb@DY^D-s0V%$ltA zY-((0WGI{YK4bHn?L;+|n7@jWr1LbWJD|h?L?D(kC_``Zm;4g9JtWQ~zCK5p+V@&I z+f|u=hg#6EA*Jg)EZYd%Zsc=dX7_N{Sw;^1852ah@I#%_zz@zxHq-Dj@jL#pS=kz+=wC8a!sDM_HeDfdc+yTA;M|>fELkJ z|JOr!xHgiMKZQ8h!V*oD8ebaIw+GmFf6H=1z8W_GILV$@fdpB|Q7UMe#+PmQq(@$+ z1FO5(*7lEAYKpoKmv^$6c8}&8VbsxAMo=^ek0_cO=cso#c~ja$38nmxO3!nK%?8PI zMUI_x$4QXkfaxPY9iu7ez=onbA1Gf_q+Y(~mHUDUBSm{lg~k_Sd_EM=sH;U6N<4SL z7mcXjs8$dS=?`&D7}5((^<)!H#J5R<)N}*$lSaiRO7k@up^!DB0}y1EQ3Q9Q?#T*6{5CRL=1i8n*d&AP=M?2FiZJSYrk%h!7KBG!&L>+VNz0pVsvEaCr9R{Cff zS?|Dmtf$$!u6!g+N;yBvwA(?shXsi*g1lfn)&ZY=0y7Nb41yumrZf9Q)%4hS?UPf( z+qnWZ`6G~Tt9EfB@N&|CEsjWl`CEC=-GDbl4mWd+!bGIxK-IhcpC$FVb=zEzZf={L zRGfKB7{mhDB9;mGsX&-EU#u~c@uMG~j{G+3@l}JpB0v5go<}(Weo?S!Vywws?d3Lpnm7bN6r$b=+|w9q zoXjLK6sKws^yLH|2UD^acfb?= z<2P)}))l?YTjTHGG)M!q?*i>8jC(Q?dyNi`zlp4~ZWD*K&+t@3${qJ?(_eWc4UNeu zkLA@v!h(Gkv4IO;z~UV9d8M2*|E_SI^KA_xS+l=XxxA@1$>|lQL_CV1GGmMIpC|Wj z1R98DiwFViKX7dDveT#gWUfm&X~VU1iMBfeaVwpaNJ$!J;r7y)V(dtEoV=;EPlvS^ zJVSx``a}xbL!34%%j$d2P}Xx&Wdmpq-p@&NJZ|zV{@l=>-GSiULPAXQJB+p5O{~EY z?TDwpj+Z`+_v~M~qiE4s><1J@a`A5`DmszC!wf*iu&53V0oX`$g!js7;o)h;z~Us= zwcJO$*W?FVk94(Owk1^_&iA#!LN9_0;6SHoUtQcuDeUAdx_ag+sx^&dFpQC0^$dEIa6kpdaG~yuP+BBrR=0 zeY4(8p8+mr64w6sZYY?zi;-sd97|KaeWOa_V7!R?CwZTE>WrQS4lEyIts1~-D1bd^ z(e=zA`8vmSte91mDCYocqJW$db1} zHF7lwaB?B)1Fp0_b~u}*9*c2SAi$gjIh>2+AnMD*%3DWR^>w8yu@4F z#%(9mQ*YoKh#L>V&EKTPE=jbWr6w~*EsZN=%_)}ow*%C za>WZ`&rSHNz9I6t;lQ%(l1-$J$sU5PpVQ=_wG%MP=r0ER#s)lizaQs9X~r)>MTFHM zm>c6Y(%X5xnmzUB{5KQU4kz?k)Vs>T-wQNP-%L*ovIzTO>sGKlxg&gUWr@ULE@?Ax zK&LDj_0kEgZFU~iV>v+?6DYC`Xxy=0gK64NJ45EOjc^G4Awe2glJRKZ6QREU4O_XiU?*-%1E!Vp$DoqJf zTtMk{U7-ty9Wt&d>w_<@0e&NgW`bg7r(g0BE;8F(5BqgMOX>Y2$8 zVq8E>V#U5!d}~a!fqz|JDJbUVAA4Ihg})10X|gW)hz5qGUncrj)d^G^s*>54!WG=; zSKL3{EHRfM3uB(DhKC2?MQHSFgXK_0Jj*diwp+Ka@K^|pJUPXlom+WN3GY^zvV+G& zp1&iO|3|oaaJgZVkGwrhY-F?7u5Uk&Rnd~Gi6$Cr9SS5i3F;hzq*EBO`0MGRy5i-A zoR>>=&ck@D%f>42xtQE)qcXUR)!2yvP?RrB`M6^9km-D?BxYaQ!vW{MinnJXSuq}_ z*U=^<)9@UrYOrqcuafdqiH~y>a&7EUd|%;%>tsSuUVk?83Pe_HuAxeAhIt@WY_T1k zlURG`R%Z?MRAGoTW}Vl?nH-JttPA>XPnBoYa5M$3{%rhR*!LI0zhps}?EVf(w^96I z&61aU_t$5dr@!pAiRAvh7kux%fBUlLxw=?H@ky={zFp`j`+Tcqu6N&xV&*-rRNXwr zePpi}st>ZZ@VXT$>WFs(dRD@#7$jC=jemC(l+c=0dCtRTlNZi*JJ1uiCLivsQ0#F@ zn)f>~4)Q~6fe$cr!s;~|Lf5IHhF9^kAu&gaVs^LJ7@J?(k`TW}7(BEGT*%*1-v3$j zYitD^SHM^x1nGqO*am5M6vOHq-BzB{dcieJJS^@#wpnWh;XByW)s1^U4xl%DQL6PM z7fqIO`Wplk*XLX~=kN^(2z&gT{gWR>rI%E88^Xc+VOGJuW+N^$}udDy{;*mzX?rz_|mgqUqL6@muWO>N;y^MV#V?(vixnQ^$kV z*AKOaaN8?tcS2;rfQl162k}?%K!o^dH*O@(R&HXY$SEyXlloP))+<55EoUy6rI6+>{&5<1 z(p?8kvyP03Ke}z`z5o1`CZc$Z(&w~UdlFA#sZ*Akgq^><0K*N``N)sdE5brW8HtYn zdf88r*C%1Hz3~7U4D~^Cuulet=a51QXOu@KTbzw9Sc%s?kwAWD{E$T$J zdii_L-n>~`3V5P0K&0LB7yeHW`%L9y=bG*DWK2Z45JM_?u}@a^f#wj!vT;qNjihRnDhXqt!q@?WauUUICB{&#!KaYGunh{^!* z3^+K*LzsZE?9|)dWJWhSP}KCx;o(gFEpg`f!Q8F_091DoF^Z)bPDnQxam1!P%jCp6 zFN<3&UpDBQQfDY1XjtD?i8@P5xw7mmy%~)LF8|`Hj%h$LbB{s_i%L!c4?+&g*mVNO2omhb$o* z)yCT9|M3x>!}3&K@0Q-0u5tbF2pv0Sci2#4<^?y2J}W6@tOE)=2+5koFVT#gb<~1p zX5{V2L9C0kFxw{@TQGV-Bo)BKyEx7Nn2T)h(PPgITgN^h@b>rPhEs>1l#olpcfw1D zkH75S;HdRt{x8~HVzAa2dC#`48064gl=?*7;WC@+i02N{T8YPCxs0>pj?&zW;E%6N zbO-Y^B!8{*MICoIh1xjqiI&t;GSVJCqCK2(oB=~9<(cWtZ@-Yb9bd~!?W z6#pbP^=}y%E!nGu8LBg!!iBLY6oXceh9>=>pq@@=)rLqR5D!oEWK1 zAg}7}rv_q+4M#4xLV_wN59ylWCVW3$_eoCEoJ7*ShNRlnaiT+*Ot-725-2~A2g10j z;++ipz5-Y@52vo@c)ohfn_vEipkB7NWMWIFOpGFeueqQU3NQY;RZAP1tk0r+Fy_C$ zONN0^z}}jATa)OGU$poR)Gn3RFefv+vDAADEo$u$-AKcNi~oQ1r{|lr#>ic_WjdJ^ z?+6DEgve6Y%oB?#{pUowY@=v2OO|48d~sk`8!|O^2Q!L8MdsIoR}1J;DY`*KMqm=h zkU$I|fBXLR;oc<;o=#@Ul*V+s;^rRTNC|>hIoB>PHX3_YxT}N^|Q6%Bh_`u zEu9;a$mPW0>Y^Ho=yteYx*cuHocE^IBZ8x8RKs#lLrSbq@MPL`a!B6rQOS<0a zBCt^+wZ{Yr=9E~Td zGcG|^X4f=fP8deOJqRYv6Lg&MQehz^0I`R*>zs?mMd7{|45_Q*HfK&g6<~EvSY6wr zGJt4IM{DT&ab`Bs5>6E!kfm7e*9>j0oWF(N^pQt#=obez!x$ZFHKDNux(*CLC>0(p znl!f@f3fyl((MedRQGB2#})Egd;OY6^`J$fg>BJpMswPgYR)NcGR?exea5uC2cJg{ zW-}viH3x(22{t!~FyO5~0gCOfKu4058F5Z_Q@cOWWSO+~kgd)>Abo zc(5iW7}eJAeCJ3CR;E3iQ>#B?WLq0rC1*G#6|t;?HNr}*bs2E}g+11E^BmYBzG*{m z1hIu2`(rB7PfqLmIJa9mZ{F)*lUB)B9AGTGVLig7Xu9yE)*<*qv0(XRP?`^v_^-<^86S3^p}{3dX^*)H`nfe zS|{TDvj||>g0H0o?qY(g?hu=`TW^kl>WquSm`EG7;M-h~Q1^Oda%q}B1pOLfbOmdInOkXi;;x`uA&`iYQR*FNhuEV$uE6PHyoPTU8 z`~=U{gtNFl^Ix-nf8TtYQ#_Fq24}Hx@0vbb6e1W`ff^j-Wdq|W12f76hWYU|2TdMV zo)v&JPpQeE5-UbVAv$5=9)e4lq})cGXkX~lB6HcfH^L)(UOh}L7o|;Pa*@6L0}lQX zKGq=On@nD&&8m-*xsL^8P&K$%hIXA95oKr?s7cvR;ID*2)$okVLz8-?%gq{NtaipE6!e|zz;2{fZpCcfpf4>Fyn?h8U=FNfmVX2U6Ep5zBjmFB~O4Jsw5 z-tmv)#&2~_=r$B$^D(EhybdK3t#v2kfp{%-J(0_X)`Ot0;~)_h5%WcVE&B-S6!srZ z#@$xl`5p4s9lTQ?Ox7I&Fb*+0-NGmCA%;}QH{UW$%oj^+nSqUStMESJB}n^T zSwjge@6ZJm`uRZ7OO)N4+Rem}G7CJ8EUijURTmH548Q`nz9q(hn9q@Y9Jc@&Vf<9HkFK!id*4<@7_R zU7A2y|JO~50n-k4>U*zM#|C^|Uj8PoViPPj4=mGg>z+cD;zs)nKXfuuxr-7LZOSft zbr1G*U*(>7Ten$MU3d3xhQV)V02=P;WP=6A&YS-%0)Nd}GS6>mvH=?9Ix57R8Uigf$aLad87M0lFwj z>cef@vOuh%i%Nf)ZZsYEOv%i-K)gz_`@&3`b>LyijG6b$6TphRrthme90%>_^Kz4Q z#`qhILgsvr8NRH;2cNGwXk}OBFn2Kso}~~vBH%qXivT9DAn`c@2>kX>F&?suGkY!n z(vmL1NG6&pwi}&?+0&7*HTJu>Mc@|Wx*+I-e=S>QsC_xPk~83XQA%nMukH(p`f%Vx zKEEZ>T9{&h)3A1MCKO&Jl|UTd6uFw4kuIY7v>jZbbC*n1JfN@ShSa|bt@35g^2^?o z;$vZB3Fs1Hk?whElf?0OEV8sCJd~8w8LHVHzd(h<>|n~w$3F@edfNjLI9eFP(}DDj z@YglzEOU~5)w%hcV)fE3BQYVnD`eq`Ftj&VOgrlz7ax}TYt{?veVj5Hd$d=4CYnR_PQ2=es7xo-Qq`e z>!vH10ZsL3W4oSMk6hrzt6i5j6!Z`r5=@1}%n2OM6h>meNmE??blTmn8uASBW=d8lk~03k-ya50JzdZ(v+>fT_gMmQ8pdL%xnI+ErU+-X2hTB2>1IAJ#{ZzH>=NZy!=t?8hmG`RKCgG@a6u?x=A)hT;Cl#8UxaQs8lT zdY=*?4=q}8y2&L2F7Og7GCO6JmNe1c%m9-&3_L)>O>1ERh&kf5lZnKJwN&#z#tO>~ zUyqX%%;ybNjKL(h}(%QQ8Sk+OtRBiA+QFleO%hw^L z;Q=BcaE2{2mD%q1K<)#mk!7;zsPfixAGtl`%{iC72K*8)ZKTsE+2r1E^tX1Px z15^Tw(dIdKAKezssS-b$JljNh_Ug_Iu2JFoU7T`%Q7xn&(3s(pKoby#OBnbk*`kzV zG%d4FDzPrvL%>*NFGYnTq z=PL%+F(_fG^`A*yijMWb*vk^;&sIlbi@_SZv-s#f*gdh9Xig6|oOO8hGu!&;6VbJ2 zJA{`Oth1Xt{h1{M%etAEwFwmssh*4WfwbC3Gki!1XO!7*D+UE26eZ7vVI?Xk9DQ3Q zJx?r+A^XN>X@7*rOIvL8SyTHZ;Ajv0BUGS$QBig?<+}{KauR@Pu8s;q;c{do*szI zWL>Vvfs*IAbqQT0tRoDAp`n6$itTRb4a`IHd2k8h#ooQf_=3u`hw~6iC?{OAApB@Z|{w%=(w2(ZP4V&;(%6f<=OnzQKQIT*fue5obaZU8(nr_&2317 z3A_ru2#JgJjV106_gV70eJ$h^N8|jM_mgSY46F)GeZBdr?tGl1W^77{fL!t^Y+;-EN>7t=o^70-z zX;F+%Y_ziMk(WJh&8e_2{2J_ggQAF zWZCRvn?iXM1;NuUI=%y19cWjG1zmGOt6@diJFn-L@LdK50TWPP_@ZTFnvaxNcpf#Tprhjo+y-{&S5V_e_eHidlTG$-no8nHM@G;$9Ky&8-Y7uNyMO2)H)@@Zxqw;-yA_ra)PC9xb!VBlV&cQ--|b z$lLX{T`AAXaa)0Ef#j%B;ORm2wu!neRXKgxo2Fxqu$PzcqN*+lK^%7%@fOV7k=|qp z$11Vp`Fn}KupBqsXb4u-KO8WsR{ke5f21>NHot&inX&xn2gq4!v)^$<*O2i_8^$Yb zV(mSipLr0ye3?S5+MU%rE&MZ}19GP%xIFzHKx|m?enguZ+7X5D-?&X0>Wy)zZ5C`- zMYElm%v)90-d2i^Va?SXffgUh&sumV-bD413c&J!i_4>8O=#}eQH{(Rc_o{&6y=QU zRprnT9$*9aDi#wws0A)B)D}(3-uQjV&YDxQGSZ8l@oVESJ^L})+t4l`9QM;q{z8pq z5oTj(giNz&zxrq*WVie`cRL;*qA^Gx`Nh`t8MaDi?n&XeB1iPef>bGOXu_fFC*6u% z-RH;%EqI;1y}MwlK;@LCHl8JVDNN4j@qiW0TcrNvK)JG2^-bXrjkH$7eY`Fq1=^c} zv1!z(o}Dm}5kRjAkP2B3zKcd@750ZzUKeJ#6BLuMdFO=58SWQu@HGx1cG1wK!+W@9 z&`xNZYUTx@@~fd;`ce-qJ0OnDHykaGNViKXph-N%m*&*3Y~{j z^(`cEBs=q{6b}<{NS2>FO63W`o9Q0d-{p(K%Q~N&T{bFd+?K? zF$Pi;e?+= zieqKQ#xEk<{OfHf@;GpKtlad81jiD1mc*&n{>rDyN}x@^i>upXwz2Jd${dl!!-$B` zBa4Uo_z~TXn0>71bK^fbET=Yh^h%p#e9MOeCvtZRtSj@a27^*37S#9$u-OG47_7Os zBi{3@o|si5^6W(#WbsgebzI(Al3S7Vj9l)k&u~p{5#d4{`OiI~uy$rnHPuI{Q;X_V z>!f{D^fcZR|17HbG--5noDBIDU`JwihBo;)?(Fx^0Tf+3*cu%@q(A!fUZP>eozQJvhyz6I`a*8_Qit`|1)Onyz~IGMcmu7kkF_TkZE|GhE6ug2M87}E^JJFqIjvfx?OF2U7!m7 zy}U~$bot8Okk4C!^;ZiAd*bF`e1RP|`jYHAk1z&kVxUus*N%(VAggh|5RnEdFWu2o z1ic@GS3v8;?@$DE7fcP9!R0(ACptWK^Z$%tbj#P5GiEVveK)?`~1qeQQ zahW|P3~4S=KXQ@=;JDx+1G~Q4yl4hi@V>6gxR5r@^EW zcG@AH0)q%LlJKlAutE-a>CU)ou74K7kEKUn3xU!(4-Sx%{m9BkB0S z<_8tZ5}X0?lti)vodno-M9w>H^!dM9*Y2kzl__+)W9^eRX?NCIzez22DMQBl*eO7j zRz!#N6tV}nQU=Nm#_^2<@81Uosq}sI?{-WiCU>uGpnTt5vL)m3Ik)kZ%~tpNPz7Pg zU5S`T$$1CXWk+V2PtTx+_3tTJqC#}?`b|z6EC`VY;*KVeUdtnhcS6^uOx6XqC7%M< zh#W6L=ax+QvkFc0@-p}^#@vBclz7mnzbQh6(FU_7^YwzRlPs|yxBbl-?mJ-vn=|xI z0L7p>9NL?u98KJ%0dH6F^jN4|-=PX~?SHin8Cy8ftg$VjY^w^}s0^W;D)-I@(m zcrEQQ2h+${k2r1WID=F#s~BhU6`{*}Yx%j#KOANg`);D0KwAz9ZxvTWcskov+3HEd zby<0#N*p=9JSw5^!zvVCc6a)5s1O(oVEOO|BbXrA69qw>*JA$9B7bE~&MNLuV3?PE zreDtQC86EiFkaK6IWM4IgpUyPr8rGf#0-a8wNdV>YD|R8g_R7~!Ok;-t29riAhHpm zP7#i3cD~gm@XPk4JZ6$HrN*C0IrPlHD73X+$)sxSX!;Y91tg;%E{I@;Ezn&e4DYMF zu8^J9%X4}^qtU|FlzaR5{IlpJV?}HRRl76S8s17EN!-szp2+~ddBvSYHTWib+*JRL zGs!kygQ_W#Y^m)O8n2SK(WoZpLD?#d>(CAg8?3w2wReidNfo^yh?6O&OrGVi^Tv6S z)BU~R5F%ianvcR_foK#|aQiu-AXrwG_=WEiSs9w$e^*|UtQ8O0Wp1#e!+Y#4Jxpsq z3Faq^=)qz5+gBj__J@u@)e@b>9)-VjklKB-R!hG$n_Qe#HULeSCsMn_P&wY~i^CRJ z{?&Rz7OqE48f}mhvA?o|Z4A<6ClGM2bS_3@#2gHw>qn#!l@JRAx~R^tYx>33RZ}+O zvT?w$wxYLm=DN9odi|(7?m}MG=b(f92oFWf!33I=Br;BdVZz^TNObae?noYet)fM? zai%P@e#e&Ev`>Ml8KVMVHVma3O76!nUq+Tq=mPT*v1L^eYX*hFrM)ktbMrVSU^GgD zP;0B5($6-rZd2YfA6M)(?|v!8T2Zk z$iQEc-Vo;s^AiNJjRVHNOv$|s^_rkHeA%}J$XANlA8C@(DWa#t9s_y~$o@`p)AVZQ&$F0}DIn{_*c#~rf+v-|)|d{Aj{^gCei2}2LgQMY#SkYkOCFvPzZ z=BfUuxtRN7b4lbiDTYS#I*%FgG^Xme1U(?Be3ra6O!T3bxka~?O+P|B*r_uu+xFLp zc@kof1qkrZq8y@;OV)cV3htG!D@`@+0~yq-(P?ET+$pP-{ROZw7zyR#hd2PI|31Pi zo0!6}g34$q;qG}HK|Q5><)QM-lDTSr)mPO=9p;brc_R!Ll$`=mcV_`yeYD@RXl zo1LB?R%I`3n#V<9Zq-@S?6=brzSj#lJc4=9i-4;j(AnExK0};^pEAorWyfgjL&w1=t*81W23AqvI>B&gO%*shW&@N?t%jh;=%Eg z-Vh9~nWwiTHvL}pp6f2aYuIv47AucawBt-H%Qch68fd`UvKey|VaEc04}9#=rff4f z!m*1s7$0j7XCFKvs(pS&zjDg&kR=*vV1=A8DJ!s`nPqaF zkEj`jIWwgMh5%uZIF9^>_&vZ>Ew{N9JXRh8p|!`U*jJisuc+-qNpsFTzbJ2hIC%to zP~0Zr^m&U4TeA7<2u|g&VRO{BzMZ+e(dok(F2YpB5s*tDC-D{!zrmv=9gmQ6k6i~pyDiRb#P8zJ>2nr5` z0Tb9D5Lj|OO2~baA(zbnxydFl2D|usJ)GbFWUxKY=ktEQuJvLECc*+E->++lim)Q$ zlUze1tgz&%hj0x2_I|w48@*pDp0+emy%T4clssR_qC=8$f6@8z3&KEPNdy%L*9@{C zrF97}Qtgi`^b=~%$xGaJxNn5XvhUMz2NJplo&l%D*l;)n+Ip6%Hzc?`8kkhCR+yk! z5g>Et(;KuYYm04fm2l9dO~mwKaD)Pqs5W~rPu?c`x;#ccx@P)tzfUK>FF-6Xpw2G9 zgaK889hu1T%q@(&Z900Zi1p8b;D~1v)f#Fe^;h9Dop~l{IvkfZz@2XVST?No@OX14 z=&PfKHq!^ANl)b(@65mKHVsL(K)@y_?!64p9u#?iD)7XEFg;wZv9wjz<^_!rS-n*_ z?+=>*czx)0SoFj}Ol$qiQ@MwCe#tGjt0%mHq^pCR$wR7JZnr(s~z1gsIZ^>pz($Si)uJ_wcUV==FP_>37X{DgbZE$LB* z2E{880e7NZzYyCz1Tm#X9{(qGkD_q>ETXweH-Qz+F*F7s#tt?|hx1(7DOsckB)N3Q zH(6t`VGWLS9cH(}nV^71FmK9>)c!%S^a*B!&R!Bp%!pP>;g{ zh#N_;BfEz;Onz$u6=y;zMU~142JX@JpXv)~wu7bWzAz3rTY@_V>Glbygw=H9x$k)F zy&p9!%FiWC3VF$1S#j%)-iMU+O;D(mz+@i?*fxFw&zW`97DLTPb%v_o`ymgQUsv_; z7f-9*uiD(&fg96~Za-D$$)_U)hY;k#Q#PWj$m<-H8(y_$9(|Ff^6BzDL2onq)gkeg z;qTUBX!tN!Ez4Fx%!X&-qYkpMoS?5_nhvYA5c7E_j8ycH=Y~q-ZhCdfYVqi0!z+Pd z9oGPO+=>F#jECZSR$frNX;1wY0JuX0f{YX)0WG+08!pzZ zTSlwMKZQH>v5Ykzu>z`f-4NR1mjH}e>bFQ=vc!SDIogA@qO~yEA#QE6>m^lKUCYIb zc>{+c;4uQ1gH6x^cPM`I1wmT5?Y$%Oh=+^yzI+y{>m-V#df;h+)ljgwCTkz*Yk zFf?y5)MttP%kW|iKEHQf#(z+TR!KX{aQ%Tc=+mjDmy2))fneGQW*uRBxSeN1ToRKC z;2kI}Q?11F#TZjIR#wDbzct#rDIp4WdROJ|jP1C~@oD253iNYc&z2U)#<@1e=3l;} z`MR{CLt}Ers9pKD-MJGJv2EfkCDJA_?zQ52SX@3ot72Y+>qS!zq&52+ISf|b8}J<( zY%@-=nr89@u4tr%`K)&F5qvg@i`Wnh`*5`MU$DAKNOq`(k#ZI7W4FwAL(x?CrsSu>(xn-jb zJ^YGe+Ggb3_m8t)>&u&O7P%@(0zXIt(&O-y`z}kfMxeAQ^^9hol+&CQwaw{wR9)>J=`9OiO`o@L|u% zTM@CX58XMs~p=V2jlR@STy@aZ*(&bM++){_FH{Xe=wqk=s{e z9$XM4c5w6tB7M9G;uW!;9xE#dgl zxP00hJ)l?+d*f3r3CFzIp*i*<&hTJeDVtVV4LyI}cvqV>TyaE>(Es=_-~w<9h<PzW9 z+CoI|sjZN&3s>Jc(ViId-zcg*En@m}ck0pR*tWcf$#YXmUB zfH8m6E59@*mvvT^_vh?n#*k!F^{>YH1~g$=9Mb9 z;ThGAg-1TmRnaan_Q^kIEO>Xul}v0s6k%|;?riq)quAgWT)YR*NV0oVox?e4tc}cb zYIn_d+84I_@pA%;H&`Ada|}%Jk92d)hNyb+M#E|Pt=hCA)n`p!Tg3gG>n^&1(Sgl%-3&Fa{M^RU7fvP_7w0;qHOs4T)C+{t)+YP&|!NImnBu((_=yOOof8GSOH}|oX z#vW4JuX{hpk=a&WE|T>ihBbpEa8WK2^45tlNCn|^CYpt4e%{jx^*8bD!gY0y%nww) z!|sx=$=H~sNe$|ULCk<%m8QKV+Lc%IuDPtrXTlqt-W{LZ*)`hzB8iNNpy zehXh*jFUwkqND_ki&L%f<*CSGL-pa;qG0AN!$(`vdj-XpVGU8z`Gg5P3$Axxud%C6 zCeL1)StGPtw%>wwE24gBp^yKJ=?iujvNU>GQ`E=_?F|AuSG&LBegSW%i!Ozf z88OHTKz<>q1(@i5UDn9K;k4Clg@<;r)kBbv6X{xbYB0mypCi4adT~GzmV`)^D{!qq z&n@eYZz~9~k2MgdEAR7O)o@)-VK5{v&1UYd@Tpt&jTeoFLyqE?B!g^|-3{?7P?_}%KaE3OU;P1>}#@>OM@PDt^M+Kf*UaqM_n2wFtN6^jUgvy+7QntD`*kZQrDl&~C+cPn~axGwSVu9ug95-136^?M zUnay_k&niH@{o`eg?{0XrgCv~=7kQ)d2{=wX$?z_4_YG(H6J@PY2m2CP2D1B?~5mb zLx^?1z>yJC;`>s(h1Y0k6hhrmz~WJ#_boc47agUeI|lX@@bZ8)3T)FhV0Evj#S9xJ zV_+9g&()fVl^`%>LV5B_;p>%hcCyVST06ht z9{5|`j~J+kD1SorRt7kB#Y^2*6-9f86YRgOs+&1fHbIeJ9bbY{B7^1|-%HNAh*_|d zHEnV8fXIfIRA*4x#WZyE@?TR8$<8dp_GPZFry6JxgUHveiwx)6w~kinNgN z9xF(7qZ@F*j9onzd@{nd3GgKXe-t;hO*|6Ro z$6X9ui;!4`YXyX7@2XAlXTG`ywA=RC^tW;;6)zq5)sB_K(n<)KEfJA~d)rklX%{)# zYdKNj0VqM`1I=j~LoK9shov7GterB5Lqxw4WffWSq12+tp|!p$?gI5YcBu0HD4##e zC8VxQPMBLQ;vMIEDRAGKaXZ})>&n=1O zdQ|<DEqL0iioimgVH#~L#I#M&q}G1@Gz zfUpWVtf6cU{daKeSn|D}X#H2C$h+FV)3v=W27t#K90GcZAW@vyAvF|vlAEkQZR-KK z(-Wop4xjmH+6nn{`b%)~eXL0~qJfOH=aVhc8naF0MUwdzbfy@c7_TJt5BhV04gMCM zoDJ-T;z>{ieT;;lQ7nkjc7-aXS<>ErFMI!cM+BX+4p#ZxcwK{X4Msvj&oHBNlHprG zoS3~?tenwN_P||(g zWlNr_B>^)Ek<5AT89(RxKc>-o2urQtH8-mRu|jN}NvWcl%bUEIK?>Kp|6K6k6t$7928-C3;MO~tyQMR6%$=E8VGk*!~VKiWR#1M*dQ z_2(!2>B%*_rKxt7jPGc)f53uGkWO{*tKu2()qN}i)KveV4vA0Wzqy2V_I!ruSIkm`fF&R51H}=kaC571Cx24STHki{=eQngLrT&JUiTM)~V85yXv+D`LC|%vCT0c z&P~;&uQDenh}I@jlA-CJI!b`(p(CC#H7@&aX>koxej4hl%*@X!^bOK&&YXRM5dcjT zad;6h<#}46E3xgiLA$}^phb-$tW;q_^wzNI&0${S2H#1U_HwwTD?r~AVPapzf8mFM z`=Q%`EqK9_f>`dR zjUEJ`)_^c*#DXQw?VB_`Jl2%cKXh8*om3)CmRNEjl(VGq?A>FY+G|SPUQ5}ok^Tqyd&r){P>+=B_)V#7vk%z@XX17 z`Dt{a^|7X78q+S@osc4{zivOmhxP5B*h+NBWVe5kJV9VS_y+ffP)vOBT6^@^8btg# zJ1&&pICQ&-A@voQ9{z-r@kS3|H$n0cneFqqH(zsZzjHCuiCYlrL_%NcHRgMPc@x=2 zg5Ep5CG%GU1cHvRl3ez3x6vf?Ssg9|Mu@x7L5{y)ba=b!?T;_Ok9V}8B>K`+nFMw0 zWs6=|e3q5n6_C~RQ)iqUgAkP$PgZs7*85o9y{XoBm9vyPuI4on<-5j+Y=o}J154N^ z+=LpDd5SDCN8UQTHXUM`tC7*d3QG6(&X4e!5vsvu`8QB+uEiHyniGauM!~U;N++W# z@jL{6e$HC5PeyYK!4Uwv!!3s>C}d2bik+_tm)7e0_Sm*rN?Rn6!hL^<+ADVpJB;dNu-zA{z*n7MHk}D9`*=JKN5xEzRQAd_&7e? z*5xP!z~x1kD3{}n%H^iQA2pVWuraqv0W$T2Ihjvs!BB8PlLDhW;guxz(Bms2{1aOm zGxOO2ATnJWH(l65=|clgeui4@0p&9!YIypI1sBJ5RzOj-e|zJ_iajppWP5YFqO2+I z-H_CX;JpPPHHLGShM}(27nY0F*$k5-ifg)6xOM5%I+NsY0<%0aT#G#>k)KylF$n8| z<$|YKTHZ_6Izf(siX?qnm3u;!+wjP)%xzcR=wpaI5h&=MfiGJO$0(u|(hejVst(%- z-+A_kA+3#2$4ut>^g1%;hx}zvYO#6-i6s&6hs<^P_Y_(u4(c0-z z1mIsHEuk=7;i5KJ~009RUCY5gp?ke26wzNds|jxEG5bD5XT>LZ>P)c z3A2CnpjU;b!{CYI3M&+}7a(vKLyu0-<-d%VsS@fd><3A@j$Wr$MnUlIgHZvaM428@ zIq`&u=Rc-u1XrAm2oBptxJ+;MNBS@A2TL=B!?u(DNrAFk`GQ9s3 zWT5)V4F3Kz3$e<)yW^!XRKulb!YBs3<}lF{)AWen*9mqgRJcFycR@XEpKV<8ptnf( zIIlIoKP01qL_Fymg`q-X2fzjzgd2h`Y=Rkr9s4bO@0(J| zNI>`mVJmO+fbgT&(!C)1{CfzQxFQ*A90-%_Q&Xk}?7!+o^jQ~z& zL(FzWpCT`L%KEv^plfcwp*o!2W9x1)) zdmKH7$2Bg}hbi>8bfewsQ+|j2cF}N`Kwmrys{o^yk3ps#6~JCjW`oiHM>30MH9Kup zNh5Y8h1%+F6;WCL#2XaXL$B@m2w@(@j>If0Xi?1`P+U(d3|jK4QXF%sK&JbMnv`f8 zZn5O&Q9tntuo@O}5(AFK*~oP)L9#KN&^Jb6TK5cYIrGb6*w+Zbw?mf@LX{`+JE zK>5AbazPgme)Q#1}Kb`RHJ=%$k9`t>HY*(urCDlb z+Jo|He4Q4sfe_NHLSbX7Jtk@Sbr;S7^>H|9f}*cK-MK^I=y0||VuYCTvxG1NWI9oJ zp%E0WWGi;mIA6=_sxiH@SbewpU23E#r#5+spn<)2LuiGdF+lC1w|nl0ZO6lGc>2*? zHLYojKgaqh=U&KXhawnxF{nQ}dIG5Z!)3O@ij$G2xIETy>y*fK=pD`03bk|pN0<GPwPVaS}rIde!XgPdl zcCU8gx!RB4I15u}NWltv6J5d3&`4L_=v6uf=K8AgJlKsoyI%exr!+%U4`3JZQWdBj z#~tO0Tyqja?tb-m->=MiVfy8yPx3d+n2Wqa*7KK>fSg%l9f5ToU(jTb0=vHa=jd&& zrNZ92wnA4aebKnaofmiSTL}M>>2vSHQ-UNj00=Oqho@6vvSFH;s1k-LFt9uH)5K&= z|Ip@x!3IBjdu>?6B>_a5fa(Eu;Ipx&oYuFO@is8sIwDQUjV$?f*MM-@UQVs9v0F0` zeoUYy>M`t~q%zL(kx!xu2v=Tt6U;7A4;fB=B=rtc+T+*7k$+&wrWyT(OHGTkE2za5 z1b5C9MB{askx(ja>4vHu5D@t}Pu&dh_Cih-QmXzJVT}bvyC)A#TDVgLh0L$I1a00P zHwGu2XDQ{Q;@qlaoeo^)aiA&BOAisLAR``y8Nl(_IJ5~rZSXMJ-3;bt&N;`F(ltfLyj!FQ1SMGK*KB~zWn||F&o(as55ZZgp z?9ewTejZ$#IN8WfP8trF^q0||0Jvwm&0L|X0ym5bu zTwl40ee%pML4K1q3lfa35h!#-i_jGiC_YVBXmRu4E>rtI7c$qfdrfWD=!Ymx!r8 z#{0mfBKQ0z4lLxKr+Hkje?1{%P)%K@?RHZ!E%BD_VPc(`5%3 zxhJUO6~;*2u>Q}{Ce|oqKX5Q zWiYuk0O>63PRm|$;#q@_fmJ&1+B!*E543tPNWu`^Dqt0tcH7>=cljnc=i^7jWk5hxDz;GRU52GlCh;oqFP;L!5JE5`t6R^8;!;M zAzO1b>IyP44(2aFPUv? z)F$wYZzPh&m&L9-L)`Vz2jKK+vP|t+chg1j6+IB@ws4h;HLGL08U~yU4A@xdj(Yvz z-5tqVMdT5*S+scf@b~>Ate9^ap?h!5YDVN{Jk#)jBOL|>>;z7Sr^k_dTfS9NJd-*H znj1kiU5@s$w5g$K(mwa{jQ(lry>!g3^U#RXahGHueeb*1hDbV)lawXgJK$PXVH2+{ zL-)CvyQQf2Aa)x6xWSjcc%m`@ClH1P$l2LfG?pjB0}3An=07&R`cY@pCjwJDUy8uy z;r(2q1QL-yNGcjRMC3^RpIgA6@mtYkl(w3%H1SfxBja{$E)q)rk-53#Y$PKVZ##i- zVCaRyn5)YaA5gX@ea6I_^|LodQipV5lB0d-z33a=E?MZ%BZ3Jh=yM2S#e`?smhwg~ z`1rp=N$==PqOT9C55CrQM&%9oYj5~+w7p3XE@05aChLos=rOi-Pl@}N3Ukdimf>CE zu|h+PQX8OlcuiX2e<%P8iY^^`Pgg*xukic8MJV{q^i0A$`5kmI&Cb)eMo)er*HGEN zm+)L13uF|D==<^3KMNI%>|uo_W@bWhJLYUex~xEw6*>6#lhV@ zLaBb&%tsY9-BJ-IOKdHD3xnPo0r4t$77S}Ic`A0K-a+x$*cC_nkE{3hvNazMZdQCu zP4DsAfbRxm@B$qH@^}KU%WC&%dyk20!ewsykL)fuStz!$ojzfEbj^fs@8v%$<`qZ% zhUin;OxYpuzA$X!pL{Pat&z&YFr~<+PhHa5O}J9t3t0!bC`(xYp_m8pAFu&-h)9j(K4Bz?4){f~PQ&R!)@F4iTgnWLOFZIVAJ;k-(R0L_1cXnS{9Nw|~PhRT+3 zkj}04`kg_}BGgQn#8FO4WGyAU(R;tfJMZPvy+($mENUikPJ3+HyFA$GeO15+GQ479 zpp|sRdM9dv45Z|yZe5m1`xVg=?{btM)$jZpJ)f@m&CINQ#UD+G+XTs$T%Quw3;1FH zW#nd1+eJ}im5c2(rM}KcasB3|v`}ePRJg&*n=tK_HQfWMMDPH}bt7PvQIVrK(-`lQ z#`1*;i8Mh?OqD(~p!wt7%0V?~2^;nqEqiL{dsK2_7o2>fmxorOCNI|dnoDR?JR!fp zeep(bU3A!_kJ^qCY|}{#&IVdC;zy&y-vEopM$8rWHTJm5Ld~{z5~e#B(le`(v?i~A zw~>{nYspzSZ5Ggv$6E$k;B3}1&Sny3*L2n}MkYH$22BJ#xz$3*uJ9|sO+4{Q?rWsbo>UQWBU!$cDi?i# z9FU=Dw$o1|Xbhpgxxm;a_$pp5(QOLPEx1Db@{$QF#NxiuYx4HaJg#)8t2|RQDfX@o ztK7sf;vWt9C0M~~ne)mfUPyd@MCiP3;)mTDmlvTk21DZulCfj~V_V}E&VQ<}mu||- zZ{1!gA?kINz>8+^@gs8rFQ%vafsQi@^Xa$mN2fK#ThvuScwetHrFJ``;rfjpkOXr2 zMLgSO(C7op1}W)cn4n?t4w(W^zM=`dI~Z;6(KRhddpG(NX^$n1dmo4FB*4GGhsj7C z@vQJQDJtrOrlLB&(lMQ*b@GVJ5r%h^b0q> zT$p6rnsV!~oBs5|XRM$QdN6T7smbY#<+8?H$iy;`<5}ToXD%O1;5<{MHC_-=O@Fpu zBKO&7UE7k0vmO&02X#KnjE(2~3=F2>8)+}8W68Ot-E-mZwBGY=kX`y*$k)MkbDa9~ zQ9x2KR4})P3zw(?yb#aOECF(XxTBh2G|={jxbZ^jR;qrCk#VP~ z&7*@8Pic$*-TIgDZJWx;eYkYkx+*VLvLMy4e$cwdreKO$d>#k3@qwgQ;VUL0taQgbq*}I%8&V3BS=3dMqAix^#pK$m<^mAnWD3 zAC(4nmcN}=yt|uDC$jA-sZ5l$0K&HN^q-Y|UG<`UO-r1d^5@cboO@0A12`zcu>K-& zQ<&@nC><~f{y1o$@lT^6bfc3#3NA+p7c@<=Dkrq)5Z6EGyeeGl-FNmQ?TiEvQ^rov zZ5~*EGLX2bjF_N4g~MsEx!(&l>oWIgQ+>6=Q<19)=y7JT6V%l(ao~O=s$mMoGw0S# zROeT54s5zw=yT92R(bP&Tn43V{QN*nCG@)^Uq~+s$!uI2OW?bi9~9>c%1}#r#yP`soIzOJ ztiSUmR5*4PdMye8*7`_;LIx-R*EM*P}M*0whIdw4G)>N-n^zX@rSug(OP7`IhR?b7t?m-C-LHg4$W z{?7l6KV-LLeFlQp6BxaTDVdO+j`qZ|b4s4ko~gW>yzL!GSLRGtjhgN|SkBf_AU>E! zJOISXgz*NeNloF(h-1zQL0Ym#{|si%`f*hfBZkx08nHI-o-fWo2Eyd*@K8dvhlw2; zOIl`A&J|dVhc-lCSNq8a1TD{GH=$g(R^wuwE}mia`e`$}f$kDzTYX*>AUr?XmJ}c< zFVSo8#Di9CZScjI5p=o6;rYVQIEz;U+ak`NQsl|WM{=&6kr%NgqvhZ}&KNxJY8vr5 zWITi40`%F&y6{&VTq()fD|@3X)$RJxFaF%}ac0X+rL}9LB95zd5=}nQPT>(J@@{$v z4h@rppMK(u;|c_l)Ot0q$yxI_3IdX=wgz8^BGa`PBMhN+2lTLO2%Jquo##3EOC4t8 z%kzf%(Xtlru8$vNxmI;V-iiRu&4sSukS>J*KP6Wu(M<@PJ`9pa7fv>_JKQ6r593U< z-&Nk9T+ce~1Bd8TI1sb_bTB zHUxLWR~`sm_TZu?I*uhHV}0|Xq?P@_mBvR}Nw+Q<{!Vz@J(>!M-hkR!)|}@F6?(5% zsW7$d_ipk6GS__;e3;FU<+N8Rb>PrOqVKeyZc!yn5*lbcW8}-S$CZb5ZK980x-0LB zbfr|f-iFI)CcYb{Gz7>aix0g=KiE3z#|*PpOxm06QJ5tmvZJ;5@Wkg);f6s9XEiP) zf_1ci0*4;5^$OkJ8uXbQH13+GO?!b}5WOFnW7)WL*4v&^P0ZrZD1&muqlW99l2m6{ z3Z&uROjDJXu_ zZrkTyS6;2_UFREIXTo;NkhC93!9Sg`eBv;`brYst>k#*M2II;mhMGUq>_r@?uhB?i zO3d1u_I>>JX%~VW0$qkp7Ty#5!Za(w)tIPZ5aiT+yO>lA;*!nH1-t9(~ z$J#1RbVNg)S5nlO&`U)jX6BtE6;-0Jnm$%k0A$=m(}p)3{5NIdWIk_0^iUIN(|p?+ z5BaZbonwZ383O-GigrPq>>CK;12$n~Z{VD1Li+iq@{y5}oH(RQxOFk+zX>a@aZ$RF zrgz795Y?=N{)7YB91&7D;!Tp$Hyq$mU&a>cAcqW))~*WWhPIhcu@s+!Xa-#hFqDU4 z9l|JG_=-{EvJ`f82U}JU9@*~}q5JY8JzS8C;LZwY1^}m!mqv`t+E$=x z=%)J8*WEMB0L2!!l}+qf*9e2>)eK(0;2YtXXmn>Fz8pddL6AcMe@4)w&Fgg^bn$ub zs9e7ik);`X`8n@3C_`x~C{dRB-36`}39bHoYPih!C&#q4an%d%y&tlVmOoUi%`*C{ zG$aR87>uteL=-&IVQ5>{rmd^cID{5Rhb#Cqth1c zy@urfR-N$|XnUcx##Z1p7!IP11!mLV)2D~eO3pEu`nW^GlDAGdk z^Q~@DR_2e#ZzaOz?f%_FRw~)pt%yc@v@@YCmnr#M+BuvkKG>o0|GQOeE+cD>O< zQQA?wRs{Rs>KpXgPLIhB4Y!tNW>6z;(p2yPKMP; zcm+W^qwe@E(PXvv@K`_N6>nEvixK!><$CwZNv&u<+}ctKcxB{ zNhF10^&XU|^Z`>Mm=3Et&s9I-9U1pJ=lmkgXeip>jpEw*ihqmb)qSV;XSrZ0vQLE2Vb9o^?IFoytuXCh3DmN7rMjK8$v}m?Tnu;!z!B5+YEVl(+6|38) zM)F)y`GW=?U-iL1w~RIK3{d@87;^Lk>XbxteT?FgTqy6jv|x3#7C%8_GfWtjC zCihe=vhYVk<^DJZUE9o0B+|m|2n!@eD2wH&692P&J^$#!=J4b#X6Z7@`pH;xI9zz8 zP4{2gl@9nEiUKsb(OYx_TRD~3;k67Ox%=fP`U=VOXoU5gt|GE~^LldCTaUIvRzqm0 z0U}}`!5KCrX{}LIUbit>?Pz%?*nd+M@a~_(XyKOM_2k|lHrFoBYh=G(vhE?a4EV%d z6l?yxxU`my7Fi42$UjA;lHCM1-LekWu%A32q8lWE8NTsiBEj{@Dtc=EPoajY1DbRC znr%y?SQY5TRCiD9bAvy@0oA8p~*yX4ccrjkuEqPu^srNS#offE1 z=gEisQC;#zZ>sc=Q4y{=d>t7cV#E6?ujY2?d`sg=`ORgKn$P@ zJfwbB127TcPo?wLU_j8!_c3oH&)xn>qgC$j22SoPnKYbYhb@kSY~+Fd5}xneRQdD|XXa0im5I+U%-sgZ>@}+5=#}xE)B!MPo?~56Q;D>ibi= zftV=e%oNXHGXCSvy59SEz7Ll8wyL=_BpFOq?1o$t?VkwtDNZH%_eS>n;1_P4S?4pk z#UMu#$y%+-@_A633@jaC+xG}A6C#=1WNL%jjGh0|!8CQ@x~=8FF4{h=L+Cd=N=KBt z9YL!ygfDP)5(wrc;*e%dr>zazA)lyN?`(cWnla|nTQiB0YGjG@)A00ZkNYG1V}@B+ zwKj|658q&mv~51Mt*Im{bgSrQ=z97g&^BediKYHFLfZ&4oE_bwI?Z6bQskj>KbY{R zv7IEYBnw6MfBSp3rE2Js^{!FDR{q}bs*D^u5nn5#T#lXBRVh5w!=s%1mlvrmef$CE zde%#O41m~`7b}J)N~Upipj%Xse#G`eXigA7UK{afP`~!N%rBM}#Pq!v_tQ5e0vDD@ zn+a-f>KB{>xp+LwI`bO}C(Y~?Z!a`XnlS87up3yL|u*Xz~=)e!5tUcvPzy8~oy&u^${+ zg{^n{wPn`S*QQ^;o_K;m2LETTPCv||9(YSQ->jzag{2y@Yz=8^Q0$JZB5H$mMMAKl zW*)l;G!#%S5c30aS0NCC$=MrX!^@Ejl4pYS*9vMr+fWjf_I|L#TIhGJx^sVex@D7H3iTtHS?K{#o7; zDct-_bh_;guCNjd;a#V$RuL zV@Zv~j;7j5>3)5;-j6$F@~!qB&$V2lnG5F|Vsi<)>`7_i+xrF%|AUER+^eN!6O|!M z{;;~6KXCA9CV9?~fR4?eLx2(iLOJAbSn$rA(N7(zOpyMi6p2{R6fQD1XZKEBw-U*^ zeo#SR*@wOd_YWp1PxIuO_wEb^U;Ot0MT$%Epe0n=wu2mFNr^BDYXR{v;fusIh$GM2 zcBjS}SOoH3f@0ap6zM13XKf}asQkH-TZKwcUGJz|(-1!c64PJ0;d{T+e zgmO=)WPfp6c3w&Jjd~hay@ozt&61$t9X$7paPM(-U&5(wUuYA_B@|7KCilA zX&Gv0fjpB^=wO8y{IZ3Uz<>O+5N~%tAdgE!9OFiMc=xFakWDY4v2+<4xtpNEZ47CqJQ(REPR1W8c+T;Nt62AIx5$$^CS-*8DvapZU4QL5YsL z0Y+^s{kS2ZG$PN02op8$tx8Z*)*e{Jk=-)$J1mlzn!C?3c*P7P_`>3$tH1@16Iz+R z>db*W&3Q!&BJX9~nRmv`NNEi>S&c7_C=C0;!Z^L#3FyoPp;ef~hz~IXd3YA%PMezw z ziXYGMqQmHOwa#wIG=QMc1fjYD3nwOKFzt2rLO6&w|<$)?&$Qjv!a%u*#6;uoVi$lH)3 zMub!%5Q4U)X4& z$JH}=(Kr0|sm+flJ}#vZ95(WDAv=NA6FA%u6aYB5_h@W+(fgXkUb?mNqNTyBkWr~z zKI#@e7|nzjlsJb8@hwm#<}+|Nb)I3N@3|}1P971e6jIvI)I;3SK7kKw)R9z9F%L;) zQR-)eLm4Y>^?ePgAiA)87?*@+ZAxVkPCf#4c|eT&*mgb7 zvz~n#1C+2+U82V(cowlIV@fBTThKkQ7j8q&xGE-CuR@GV|oy zW66v;uBpXX{SxcSsP1V}gK>Nq2VSChB|0RKd4>u~HqvP4vDa6EDCKTuI+L!|1Sm|t zs<=MsQ{Bz9znB~1G2~i!2>+W>xOXA>A?9L>0?k=b{I+QG13iv=tCA;!7#{5O| zjKe#(cTG{EhytS~l$MFGeb1gMTxw}xt#!NoMlY1P=K;HM19ft}uWtkQpzh{v%r0?- z6JWh@0cIm?WXhvy5UBw0nP(zLW0=Liyn)($`LrGN( z(%<~$r0eE&0FY&=B-bR6pfga1R-H-)>@T9_SZa--8i9PN&V}=egaEsP&teoa!R<9S9_!BBZg4fz%aMGM5@pyMi+c@Z5W@@3j%? zL$uI#SAs0DQwTx9!9bsVg74Sbd2NEi#7$nuj&tJPrJeBcZMu}F0^&C@2JtVU;>8<< zRSu^x&f<_prh9#AIeXfBPirBL0+c{P@<|xR5mhlS`r+fO#_Y9d=rX^| zbe8(et)`TprO2FRrmhR#-a7AeBQ&KTe+jSz5&-Ynr47#{Dvh^zaVbk*)t$}ExW)CS zJ}zlR_7y>EVlu`u4Dqd&5fWV(zP@2N%}|?kLjEmyxEN5{^`;aLAO=h>&rT#F3l?Dw z09}r^2LV)1b)>-K^SSR{b@p+|LhxopKF*jz}V=jSv+60=@SB{50WKlXK?{ zjhK7TK&M$z81irJy+$@`(srL(#d$3(mw_9jV#CB7!973g)1f&jy~J9tYQEG@dJy7O zI^l2Dbyk*whXutC1!u!#z~=xCU<5BQ3*XGNs7X0er>cYn!}U+yHgQQ&k;V<}znmxp zui~)&npi6l+lj>s)kajkNk{KX0mC^JL9sK}fQq~wD@jY7W&oz}Uh3xtqu`Nvj{s%CyGXVx8`bry z0(rr+DzCT=u5IMDj?-NyYf_%zReC~%To@B=C`7*d7*ehZHI~&iYQtm!nKZuiG;7z* z{8l^8#texKo@|6(o46C*?$6H3QXe1GLB(&o_2F!ni4^uH!A44Qx_SU7-Ax0Kc7 z;_wk5tIwaqo@E5h4bCSdOy-olblNHwe1mcns#g{R)8($bwKvx$D8ud0VQAeuBtcI! zJYcM*sd%%X>eIEdTVXks8*=kflRN8q1R7ibmFH*&FW!s3 zsWtb1E$kBZ5>|On>k}f|X-nOPfnCk&gQCAXXQpJeiQ$_<=%>}5mwA8+AA2W& zuYS_5$Sju0gf~^0Wtf!zT95)1bAXk*2#67rc`KE)I+C@1yc8&Tny1>frrNRkJC5>? z`0fIr&PX+e{~UhL<+Y%d+S*gsAm=@*zL(@^DSb>SoimLU>nu%Na#N0}k5>pWbyWaz z#<0yQEH+eqJ;UEDaEoY+-&9fB>v%LzGB_!@P+R~R_WGEk2!|#zX`zlH3KhS2|00_$ z{v`yplYk!FH@#fSFEvUZ;oP;W4oAuiu_)0e>UuXqzpll^N~3Pde0Pg&$(?{WRNJ`y z@nAOWWG~=@sEtthJ;8iEfg2imQO5rsnxLP_M*kZ$X0@jL5)9U!g@w-)hp=T%w zJb`ePW}lkGw!ae9J{W5D2`-%Fm^|e-oY~OlEUB3`l`{Mv{|zql<5SGN+y8Pp9Y_fi zliPt2BIa!#EJvMirH?|3V2othkpn0LT;)(ratz9HN880>v?1yXXFge zR6cJ)z{ordV1ya=ZwvRUIO@HGR~E#dtBln9e0`mB$m;NB@r~y$z*(+;Qp2;Tx!Fjs zBv04M4t^*S!lyR%H?rt$-0VJik%D{~@5vbFpQAN?lm#U5#%Mo#UDMwfW?nc~@ZIn8 zEoqeR+ey(kkN1+9dlj$}by{H*`X+LEpOmhd2lP6lnJ-z{{6_D=P_wnG>&-vcF=_Hu zJcw3O{HU`Hl8UUT+X&ZN78)Z`f?m!0O{N915<0p2?Y~HZUBaz0@~2H!f@dmc-8-)8 zb1EfR&EujUj)^NqIxBq=3lBV&NKYtW9g;ub{r$%S zRb_$m8RMlej@_+ytKHg)#p&1~U@^u@3hDrTeK^xg`lV!z5nI}P&z6(cM1Ff>@a=~g zyKMb-(D}ZuD(|vE=I1K1+8HMuwL8+EY-<0>3@T*K)5RxcB;?4iUDrD;<;?YHM z;{1cPZ4NB)^SG~%zHs_%wePXNU=japr2VazN+%1sbAs;uXfCbO@xVQhxX)Z{hm?(V zo&eloMFHUGVv@RedTYh;3jD-y5-QSv#{8*{o;R!pw1 zv;RYmS^}oa@T~~np5pI2ryYII81boew5vQ(+x`WjfH2BWrpL2>`+jeU{)_zh&Krsg zhjQNNRUfyr8M-R6yI|&=lN-FnKQ+esFHxph8Z=9Yx#g8(+W409ntQOm`q!leFupIy zn_phA-#s32D6q)wg|!*_(VzyQ{tQ_)x=@aKvXZkMyJ}osSRZV5;Qct4>iVa$&ZN4k zgL&}XJ^ijHqX5mp^@>F?qmIxmLE3j{O!I-+rz$^i>paX=(hsV-W#u|iO{PyE)Yoqp z!Sw*DXL%lQ@KgF%Os@v8T0IPslO!^3rB6x-AXzh!ux!uEZUXqPV=#hQ5fz1Z6~{kQ zIa!;voKU1CY8dBW)o;xCil0d{x#dA4pfD8W5lL+Ltn)pq#tMt}U`3Z*PuC?M}D=Ch{U4(oP?3Eb_- zc9R64xug$l+=oENmO{TqdY_(~EcJ`f%+af$N4Cu}@_TGlffb^U1h^rdpq+U+;1mDV z5H6uAq5hn zKbiAx&5Ge$@opymx<@tL`H3`8x?#D=;wPxzfTrgb%8_U)2r4pGp{_5bQ#H-y!~+J`EZ=DZfyh|M-4%gwKN;?FSW(lyT}p z`bH0A`VnZbaEwQUW#=`-HZ9cC*T0M<5%Mou$K1ou^W@Ar1BH3|u5v=82rdVA0WrA3 z?;A>LivRSd_WGrC@fJ$4+98iTGW%1-Nb1-%o}=OLrI)#iLy2k1tbK0I z5F4O0ESDG|_Two;_728pMkto6Mem;bZ7!Wl? zP0J&9x}LY(J#nT+Key$M#w@%4t1ivaGo!u}-M}*rkM0D6XYZbj%x|JFLPtbXc$Ojq zi_|6?S{E|7O>Ap@xcxvkM8{9NUOk<}f(!jNk&B2FH_-IGo-EauOiTNpwsmOsO6laO zI=fz*-%e%uz&R*{!JpcH0u9Cpf*=+hLY25O!TCX@JSrn8LRw{I!zzs~^rJOzcpQPZ z2JHyP35$EFtF_*-ESV_%jPk!uI{*YZOVwJtH+t09r{!_tXDq?4Ty3xD9+5+|4Di9j zFea6||L~#8UY0VW7j3rS(fO**Onc8K!=#n>KwAfS_5Iw66rCTyASl<=h10gyq!*jA z@?0=EYX5Ka^&7nd&}zy^?;VVah>GGYqCBt3=o*eSLK1-!1!c-_^q^yuGA}r7do8ez zP@B;mNQu-&FR?e(265_fC{2RWfXL+pI;oxFugD=PHTNA5)F3L)3Ao)cUxhiF7oF4S z@UHhB34GO{EwL37U#J_NfHSzBG!_a0PYDh!X^)EaXlX&hrwde6@}RyPapxIubo6o=~VF3uL3f-2)juIhUt3JBL~8ClL!Up#8g4d$ZA@vD7c*7eX6y zx(*&Bn1!%Eqj38kFWQ_2E4Zu>UDJ1?E81Pl)teGzq<5q1Cz?T?q8SC!V`BQjB*|VX z?7){g!zb-(I4B>xcB)%L)}_WsC%-ubF_-tCcUBY-nnmw(tZqzW2)RLmQ+BO@8VhTX+#xoe;X}|%f>DP5)cPK@QD_@$ZM&~Cn>1cpXc#vym5;E0`o3$9Rql4tIExF*Iejsz z0{<*jhFT+9_Ev@9^32b7e`-0X_?C`T9}8FE>X*tgS{!$(0`~`?bMV^4YuS55pFEs% zA(O7hsv`Mp~AcS;QZ9A4!^I5(&QS?dOW57cIcnQ7&1-1tE&Z;IE*MRh=@zAEJ zvw7^s8;@l!#XB-a#m8ar_GkRH+>8k$4(wC9is~y&eN>S8{b$K^P8h(hucUq}NzG3< zshq@6T}|j#0LUztf0DC&V*ejWR~psinYNv;wP-C+7sQH^)(sV6sQioD%DN>Og zAyo!hA}|)C1OsV{f`XV)3#l*?6+u}7vIGi3QubCvWD5`kBnZeR2}=lM>36-(pE*5q z+5;r-`#kr3t@^e4xG2}qSU%#{;%SRJAB;CSm2}?IHYbQ{AfxtfTF=8Eu!ztFS|1Fb zda?PDw;X@hzEmEJkPhfJjWh;ckPYGEE+x(DgC|IwIxm{*BKrQ)JZv}E-D@6fj%eIy zs6Yzu;giEq=xmUMzV_IQw@h0$wbz$`mht-U1kRRC$20fqQut45!%SLa&WL0Nr7|R? zL!}9G1jIcg2Z`F~cV$c|z$uz`o0~RGS#~)T%H0;!J1iAz9r^5&wRf8|4;72(O068& zP1`*UQVoj_(O!OQqSZ_JUW4_hdizFp>`AVBJG;c3v`?k+NLJ;74+Nx(^$S^-Y(82E z20c3j->BJx&Q|qBblWpgRQ2}Ma6~b9;Jj^lM$~1Z7mUp?D-y>i6i|e^-pZSJw)++? zRj$g3HP-V^Q@ z&U*F1P(cfs4HGt#AK;3Gb_^LFXQM(#V};x7?{#-q4?f|o2}zwpM^k2%rdR>=HXrJ22655o;SMv;uA{oQY~*rHPkS_Ilt;8 z{PJm`2o)D#Da8XmoXjxZ*g1+>4ap*_dF!I@`(A8P(G)4%i~dC6CNjKX?;#v+@LRbJ zyB%_@Uh+`PSFTmBC@t(FpA>XfS_Kat`anzBJ-#ad+1La;2;dIDqoxaXzn;5aFa?w= z{b4*QRWGv9sqj{9%K6fEdb%?=dpwnvhE^+b8P-$05EZ(oTI$`;uaD7_JO4aS+3zUc zQU%5_7$tuPKRL4j+w$BgSGx$$K%;p9mE6GBuy|Pm%m9?N(*d zVE9VsAZ#bAk>7&bk1%)=j0?C5H-D!Np?Qyzqy1Q4$2nB$Y&E&YYn;?8 zF46#bgYQG}JD3C-_|lXjwazQ*hvVMO!wc8W9VF>aq!{n!9!sn1iaArZ55(>S)<%MM zzLYuq44zqCIDg(yycgQDe5gc46__`O+sAvO zUZ(tDO~pqkI~sibhE%6$lYIxB<0iDLr(AG65poOyt-=}a<~C1_uUH?O0iy*(%vnu= z08=mO-Mf&n=q_o-+Ct9fk)MItngCCj?&j~;I$bibl8Hhb2@F>VHE*i24vuLi)OXLQ zPgO+1GaErDm3yemK<$4#dmY1HHwC<|4IK6fxrx&q<3AUkGJJF?-remC%BDz< znx%SS`Ku`t71c3SEHQF?a?mHJ(g72z08fIf`G!vNrLSVt}5J8qqC zj?xZP3%@ArM3TL^=rQ{TNih1!&lfTPL3WtoIYtP23a-16PR{$vTJ6X9%F5?kK75nX z<{O#gbH~xHz2p-{)p^upVjs)K&*Q)sjNUj@DMj{JW}(i}+3WuYO?DkcwK3*kO08E-z{_h{Gt%NN|JPn0`f6YAzWQPB zUPw&eN%1Ce81p$FDsMJ=c97LX+LwzgT)j1QzU#^~b#Pw?riv8e$sps7R3Z5SbrHl{ zBR)aZQ6Csuc@EwSQiFF@DVLGe7kxeG+&~%gn5TD>;!!@TWq-wz=0P0{i99&Ssdb`G z4XkC5Ef4w}U`vmWGH)uc6Si;B1Psw0OWh~{d#;So)pCZe*qjX=+&PR^nh?pr<(OVG z_th~IQ~0tegtU}6k}PK%tZsymdeiq6$iN*Pezs`kpo+W{=fD-Peg+EJl zN?E9lIwuM3e14gzw19T2{|t?e1`}M4UaXvD9hFM|*J^yqhvj~mn};?3Ek(*+7~rop ziAMihX32twZz~_&SA7RM6^FWO>OxYbTh@5$Lqgmj9Vk}n8Lc84`-XiIQwvs^xW3@E zp_op#B2^hFBZSqTbwGJzsHx>WWuu)e{HlfXIwuA{Sa?Xr7|9MD#y8(YD_Jaa!KMHs z9F7~0BZHod@Ulkf0rlC?Ayp#eJr31NPW_n_Nlf){%)(SF+E0{<8TgAvxoOZ}&_CZl zpY&}c19^AQ@r_wmrf-c`(I?Z5Wzhh880aWQt6-mRJpuc;iY7vwqFQRxZ3L^fJDkrl4$9_037Ji;Z3 zXGfL8ks4lRvE^H79d078fG!Ys=^pL`A0m2h`0ld4- z(XTkV6GW0jbZB&*Z;(QGPGTIZ$yC5H?Rh@|(ivAmR*nOt3C$WTt2Uvr`d>0FQ22z@ zZGJlwpWf2!nc2lIn!@iB(*)m6DGg^5noe_;z39|_)bdK@WpiNAa}VqI;DOTuL}xpH zJkjdcO|(KMewTm>0=#pDF!2#gvw)Y;Gm)B7byhK@?Qup85pw z{|fb(wA1)BJ1(R)l&^T9{s;9k>o|X$ByletkXXeSBszg=fL9XIQwZKHJ&6lqPMmKi zJ)$+1^eQ>Eshbry^5|lAaO=FT9;rCw!r#lPQhfNfpzL82y@+M!DSuh{D+IfGcq(%r zju&g6pBLMHDpI*#NZ+BYPUt;OG#HCvYlQ~{TR;W8lYXH`tT<-pqN5J|*bwcfn%rnp zDnTUCU;KZmT#5FwOlHM@v3lXSLsL~Q>9D+HX+gbJVXK3P;-Q^zPP`QueGxXP&Svl) zHyI`?CelQfrbu=pzSMPY{&My%d)08Q7aRo44bVlP3gdewdvQ0Yglfqp%2ELGr!Z;e$1FfLII!xkAr47-u-?+e6Prn= zfNY}O!R<%BT|TVrqBrSoC&aefB1zKqT;|Yb(;-8}uRPgJ%)MuP$NP=2WZ5J3WD3hZ zq?~w-frSLU_v2=>JO|n9DEHhU(p0&{#DQ~02g^%7f$AA9XBWI5Fs&^VvU@3(f=`uuWg{fx zkW`N=>LU@^!3!R|ULs-wV+T6~fEU_~O4B_QERp&GG`lE@UM7p-Zm;Lmh3`kHYF%MZ zZ7!UQf>ua)pasA-L1PNgzDGjd=sdi1)j zxmsW4#EU(hq9A>&jGEaM%76-eNK7etx78 zBw8#pR#9laZl)ksqKhd#m?xHSa2_|(neAxccpa|Odd>l*fI2DwI338$o znTnQ#3f5X>gXCaj9^PyL*?aRvqI?%20g~0o$LazN_Rfg0tc9TR@D8mAziM+9PxTeC zM3c^Cn(@XWm|Or&X!Opi40BU5nLe%|G0i@?EYn>?*dEH-+uH2i!A7wq= zeA9H5KD5RyXe&UHm0*-qJQ_P!(Ca8|iPdh7yylqu20zIL;VzM>Z=dg!c2b5l9q!1s zAnrcQ)V;eE&`0eQO<~yhs8&`w@RiJIs!DW?MbqzAAH-z&TR^;8!(=Q`R>+3xJ2STx z9OK0+Z`BK;%M@ShLhxCerYWPo%G4QLU&xd>Dp5YEQ$&V&Hp_X_-ScvAt!mnD@ zrZ)XsD&?GOjK8q>uAymXX5BlpX1626TyRx3Q8Q#$`ny%xO+RP0)$I#xUjK=|e53y} z6Ut_vCE8SD6ry}(VC?5ivOfK|cf53Uql>8cu7lzWGi}TJA2ZoA&o@3~W-abLMe5Uz zlv1ce;%`3vdzlw>b0L*&BjPV?{$4g0iG?*exQ^r>t$ zg;Aik>7ovjm9(K~$6EMH_DoW2eh0&lpZs-DVZ_fW;-9@k>ekk(iX6C};_6ptb9T^vr#XyR?Mngw$1pQ!pfopQc(TzdV4VEN#aEpH4{F*%;Hg)zkk=ZE}fgD=KOAhzvcZw*+A`WhHix7M|tve z?V$+QwC1!UouamL7hzN#AxiE5zE}DWaWC5*RIe4F28&Gnd8w+IcV$vqq~e53q1OhfEv8mrIbhF5-^USv+~N?*;) z0?O=A&nHQ(e%5XcT0It}7rW<H6qw4RjBv8;0hTpq**6h#AVxQU|=ief2;OCqPLc7AuEPD&lv`RDH%;rxaw48}BNXl|-GQyT|wr zBnS=tRtWnH!Omc!BG~1h)Zb_l*+Dej`W$Cjfz&ch?ol(NeH*Ipp6U~N$`l?Yz>To2 zW3+^kZR3Y4r7=8=pn5;e@?Y3J;d;rG@({#c#WT=RAfQN8N zQef4XXw>ovaFvQ{ zl^b5MZDNl2ISo#mHjD6>A!o-5yers0x0&Rit_)Sh70t%$6#Z)%Q@i$!*3j1AKkR?6 zQpUfg-35WU)Q1je1M#bWo+>Ye2koLZDFRCoyOAK!#90M*Te4Z7c2EcR^6FBP>*F}< z*z!GbrfG=h(g*L=sAVEXzOsisnjEMMqi_D8%e4?`^S*u!POzP{mvmzyEmT9cs>sGZ z2_Gctav?-z3Y?wfBk@xH@p{r))VsWyEI{sDQCFp%UM5Idh>s_M{0$RgYmk&h*0qN% zjcr;pI(LtQI|!t$(L>9X|*Z)ZV!e>W|2KZ;p^Tt zDT0|As>J+QhmzRCki8v>s2*4w)4Z*sPI&&-qkhL74-pfRAQl5_=wF25s2=ylqxVRS zsk~a=2HG38tgw=O(d6>mN-M_p^joq8B;9<7t^`m1yTudKFS$is1UxFh+t{d`rJqrM zPkmGl>UYZYpsu6VWaCjD`nkO|?~)ge`QnMkCOXoz4x_SUbS_%wglqsmQCI2FxY1Zd zxlTUU%@>${gUjqi7#~0mj~+e`e=3M$A_KcSt=f8|P?HT)n#bj>V)bFhP}8b#6ZbgJ zDRePDh3I^N*vG+~J^H^&NlJXyc>2yl0A3z^rH`{bbcFk8@pEAE-Wnl6>J!LP0$N~- z)K*N{sFN}{FGRTe#jvnVeISp0s`O(PWK!5#1*5s*{Ms{S+s;m7N+ zrokHr%GRH&`aTMg+qLV2Agaz1<;l}B~ zbM502+3WOTB(WiVt8#E8@>}P1e!*wG#%#YsE(UQnVN}NF)`kTZ_*nf&*J1f_>32)K zD|4FNjnb^L2PfEPe1j#S58%Rsg8V+j1|Gzkg2Mntd?fSg(f%3N5V{90w{*R>@RBN* zmdUR44Xx%Eb3=bLRf^^aO?BnKJe)iNzLWo8*%h4Q`(-hga}Zf@%OTM-K`}#F`S-F1 znqOelwG{i@CVCqQe$Fc(CrUq_0yxo2d9W_#i_W)UHV3krw)O95-7$0jF%b`hk3$#= zpl+H@sa{ID*1xaI##C0|R>X0AfvSLvVY?xEZd$l05uyKxP>W;OLn7_>I>+|FPjq#? zF*{Zie2}*$hAY z>$s?wGxZc*+;cmW(8UvIY&Ls(>PH;MvQdO#&LNoZNT^hoa=1dA)ed=f*Ho)LxnMf< zR6?66JPd@(G5ejO+xu2cMHT0&?Is`4qi@c8fLPg5=CR-Lp`UMbMJ=XII=KbP5W@d} z=EjTbO8(K(AE}SfhZ^E#KiEKB9(E3fgScH3Bq8;#WVb^ROBfWOiH3v^#j>|OjzM8p z`yUjwXsNQ1@Tk$>$hJ+2!_y&Uji1Pf~&=yA_L7F(nI?P=VJ5<#q$(>CEE*JC+AULGvqZ$irIAz>MoE%5MM5e78Diw8zQOI zlEy@&MQ-TDDAAZ%tH}s_B#GSN^GQGoVD0F*Q4O|7qQ&+>nv;w%cs<%wT5#>u@1hQ2 zZ(wd@oYAVO{f@|~aRH`_XZ$+-bqtvzdCNxZ*mf z53I3-8Q~(XJzTK0PNkqlH|H`p3*oL;CMvIbr@Ti(gG--KezM~+083vh)l zjfaMj^Y^k37!;E7=7fVh3F4#e(jM|jE>tTqouPU5X2^vyD1c`g+8LhW`#rL94&zRWTN=9Uor3(*Ri0t0ByN6otahYPzZ$#`XLiRzC8 zo9+6FqnwAD>s^!94~RHBpb!woE5emaGr1HerAMY;WU*&wjDhy~1?#Z#%r|?3Dw4A@ zvc}FXLIf!$I_QZo76h~vm;y&Rrgm+`cCYLFeOn1dhaK$ai>^4zRr7-)1N#VQ;VmhB zIGO)PCWu_bS&(w=o^4F6zdS!bSGutDtG8}CZ}1JPX==|-K7g5xh-3*!@m|&}}(S+Uj#-?^s#6Ixy2&7De{!r-mXB93{l1Hmbw5%~Wu9rZQdWj^rnxC9vvZBPc0dz-gSB4LLj+Ni>K&)o&~M_*S+qV{NG=f(aUqaqhc5GOc!76YGP=FGm5qb-&tmiwHI|`NmDQxBmHQgVl=JZ`V@N}| zz}**8tqFZV@3i=w(#F9yEqY|!MZ?jqHTt5m7uG}=AV#oQ6QV=hB$QQODM+w?dE%+=Ih^uMtN7AH=q2j17}sXtM2AHnhS`3a?ovzW#Asg2pu0d%c|k6;Dh zD8TSFoq3`vB0+J3ma$Nm9Tyid%#&@8tHwiey<+jrVpUonrddgT=Ca$W{U5 z(GOf5$6pg9+$V&Y8OrxOA0rFe^o0C_G$z}k^LgPzZ$IYweNFz9C2}5(4%FkFn%>RV z{tiz;{l(_+ATo@#D(#w8xE2;u4`mLhzY|uo>5uF|`hvX#+Gr-K%7ZG6w7Swlw$$>i zY&4etpzH->S6H}3sCPI88Nfb1J_IC<90!n7&@s7I-Mjae^x-_kAUbDOyFM#6;?9RPp0Ifnk%%0e zuTXHoGa+u$<`k=s+-=F4u-fQK`q=#THtyks(Hh~}gxM)jqm=2Grgug)L~{^HK5ug$ zjGEa=o#U;;xSQwWf1cNDb$nb|QC=C>K85>M+kpoiK2Bn?L-->0$0ZaVCd?;lJ}^C` zr=O52`XzMIZ0<>)Wm~%ocT(~IHIOjx;K+RUu;&YC4IA}2NToE6e+5detd18_nOK{y z-^Q{lV7d@c;W&Fnj8h7v?rcC_)x~PttulV6NWGP}TtI%$PNeCtx>svnR_3>fxOVU~ z;P3N%^q!rAY<;|&CjuoVNErqMeNBChj{!r?E zDZGV#VpIm3LcRo(95R?kosmjDN5sG)_}EQrpsZ~)HhSD)bJqV=^p=KMFWF1KO~oZo z(AJg0$wVi72)KVrnl_QB0)mImZP|ME#|3$LlszWDI4d3Is!sXvbZTEE>8NOsJ8QbS zA$y+1YJnGffwnN7-5;b~)>Y|~$2ukF{AAucg}^dX(?0`d&mi~<>DVB6P#a2sZzu31 zWVxMc8M3OI*6BXM3i@5%5;s*@AUL6<9_`uzFEa*5K5k8gGxkcTN0)NBsg3bFh>-5h zxz3?O0B{#wB5&38f1+|L5&b}Pnww(4x-cA_g~JxKzWWa_+JL%{;t`x7YCan29%I~_Y%9u8zVEN!H_ z8(g-T2n%E|0`~r=fqZvFX9-XylX4M#M>_aHa*bg4(!TNbVC(NJ4cjnyGHH@E^_a*? zizM(sD}Yp^Xl>lSv|jgV+L^ez2&gs2fn`1Z1DEH-fAJ$)Dg|{_3|gG5YnR%J+tx zFY^nCI$G;lpC@rU-xA4!RVAg+a>53Ohv6*(DC&>ZW{eB8sLaYBJD+ zL2ubT`ZXd_VKBbkgcw3xM#QOu@XiwhKTRWdo>~{hzJkJ?Yn4`;Dnhll0v{@mwoL77 zBEm4tJoftH%|cKE&M7Dc1-}^?zmI9syqiByyH483@{zA`p1P8MW>~fvVipckQvy_s zG87dJBVrnt+HOQaZE()B&w&t4^I%#)rg~KZxxPjm9@8s*L0N_t5XcV%TUvWf*V`QD zSlitgp&aFQ-z&>xO?6SBWtZOGOKEaRnRZI>Jqq=6zoZw;AGEv+K=7M(bG}1A2kp9d zX5(cu*4YQa!nNXay^ki}PEpLZV?DfRRz^Fm=_ti`&_n||Y>)2&q%AEnyumxZMwF1Q z(`G)f#-3?V(rTAYYYLSn=1!YxcNp$vVv_)$O+4y`>Y3d1^)G&q6(mi*`dwK+xQk-L zQ#x3XsYg_9&u=p*ic4s7H7AtcpcxTw0nJ0TcDHPxZhBovs_TN-y00<8B9VX4p`=}H zMQ(0ZyBEexEC5k5A)0^le|g?w2Nr9y{$R2qUeP^QW$9(kp3*%$U3Qt{R*)1T9nsnM|u?nT`%F)%?r@DczM@$zI< z4LTRr=0KQS@3*X~be3V7Z63Y$`wr2I7<^4-aNO`Jh`AAqjxS5n^a75buFCE5wJQB@ z+D&8MM;@$Mg6EsQ zdF0lfLI!!ESBfL9>**7SwGpbw4+_-QZz9r!ok+JUbIIeD&BJ8T}ov!2@xDna+aYO)Hn0Pu% zM{<4DAWc`3;ik-%9+Kz z9@1D+S80k&)0!iWrTUPMLci@-iFOB~CkUE%B4Baz2USD*n<9JbC3OHE+`DYe+fbA> zP!xh5XR&oApI?y7(A<6p=fOz^Nn=q8>robtQYLrwe!=g( zt`wF~oQ8l4yR76OLu<-f1^T3xdyNmq)6bPk!s`;9br*R7ZQvCMwwR$PFoh!pEiD9PmG5E>C{NjPRK8mY+ z6Q0SVH!>HyXgw7y>oe$RL+G1kz0YqrP~b`h%0OKF9R-lSojjX)_};j8$~}g~C2ne2 ze4h00WnZ=tcfS2>7|>kGA|2Ox&S>qxKdLQ@GZAPCR(gtal{#o7LNQ3=mDBh)iMi8< zPJ|-9o1h4B2nOK{O@`F)I<=_sfYgch700zQ<;cBu!OqNfG604YA2`F`MJdLNdoL@u z%zULws^3WE%+sc-*4A&#d`;_>^vCNP;aZrXM;$@3RgwS*}B zEM-|KZi@zuQz?%ZkNHC87fc*{AyB|E@{2vw8f<19Roo&XoZKwctVx4 z?4{VolzP>StVX220h|7p;y`E#X)Uu0a83=(=p~DY&-cYAe2CDlo8{h;k0#{BZ0PeD zfa7-LYUn$X`|g`4Cq%>i6^@VFp2$(+YSv(c$BUEhwj;J6GGcJFN4+^eGS@v(x?EhP zpi|dIb2J}lYapN)w%6ujZxs}L_xG}2POI0x5Sm2Joy?0lJ&YT4odF)7O} zH^dl^wq`0Om~}?knxpLy8PDS!m)!l`$?~{@qGwNe+swZP2JC_sC)`p971;2jUPM)kgf8IUj#Oj#0`c_(ImqO?A%l!q4 zB)8Y1f{AynfSAhxuWLnah8> zwJ^gx%WetL6lD(%3v^d_Bymy*NC~e7wjTr|Zqk z{*^HFC$@8a?(5o-dLNgZ2>*Xu?VaB7-=^0`|Haj&b~ao3GuN;mvU4<}$!485a{CXj zRDJoo%Hg&Zj3qSFrw>#oQATegS_}pemcINui|a+Qg*5N>L3%^7 ztLN;)_=UCA+itS+X76QvBfb#)y5DZ|>zJ}*&}6fj>;CPmll+w=SmnVx#mY7fJJ*@B ziShZ5v>J2m#>iqRr8?=Dg(#N2W}c+?l3Bjjj=E&dQ#=)3SNh`{JtKF&rQ%2&UcKfD zJ>HJUoiDQ)6irD%N>bLn*NxO$B-)-`A$8*7YRdFv7+xhi&75Fnu~Fw=pNteg47sCF zCylu`zKB^GrP`N>u2PGsQyGI-=1ijlYts*v&9E8wBU3l<=XZ)Gcp8g>&y}}9&%7vY ztMp>ZbzWID@EvQ7O<=jq8bfx;8EqeIGBZt+UDTOIV#gI#6(nTJveNcsY<~Iq%O2-- z1M>MFwqHMD+AUnguKp)AMD(-e-Zu~Hyf1LfSBNfXlBFxyZHUIZjRSL{;LqQ0)tqqM zHJ}@kTSgOUb)GGq;U?_gR8*$2{j7a{7u;DE^4?cyXVYJ;KBYWZFeVC#+lebpedr_a zWF#Yn%!aFbKxxU^smNjnlMI;Gi*g$004)^kna3@JBv&|V(r|rRH#~iOj;FU?LWrb8yS9BnO5Mf zyyZr$mz9Sf_OTy~33s#$D36=i>-@qc5I!POA+b48%XE!OPS4Gww<@KpCg^uuCL9D+ zm9mAa>XURbhq(AtTr~NfndnSKuoOYD zR$w~EJWr%mLA|dKSBh$*7HTO|V>bHo|jsQf4 zqbs~v5K_Ak)86jKgROJa*a5wKkk*%soh*wPXa9iIiVb zGRx&3#AbW{706e{h3}K>EI?`#VWRdScOllurQXje)i&AHDd=2k_%AG;(L^fXnuvO9 zlPl(-mgIvD?fLV&&h>5%1Rw?)jon3=FQE^}ZQEYAX}8k3R#x04uG*D*o+qC=iOA^` zuW(?hD8?X!58B(V>F>3lalTd(9pRSVTgOc|RJkWI6;7vocCpKlBtt+8#DD=9J|HjJ zvI)u{%fk1U3FNH^dmTIfdAj21SP%@!GQOT+G;RT6~q z&SJTH@~c&Jqh_Oemqyjp2b4J=)s{Yw3PgxcEG5iEP>v@2v`t=indPrZ%0tk(-&R0A zi7XR(R{bL-^()L21z~*b*7pS^iBmC<+w=sK6C_=h8;#Hy9*`eb`B(QF2<6Mm5-h$6 z4LkQqK6(*^+^=DXg){BRJB=JrLe>DV%wM9YwWzmxj=lbv?5`w#O zL=6Zco3n!}Mq!&+6FF3yzNuW;VR7VsX{C6uSY_C~1rHO$4A2t6=p|~)?aBVifrfUX zH_mtATFma~G*|9nl|ectZc1|IcuEN{&t4kt;g1&l|PCX=Dlhw%b2aHe=j>4U)vrD{sH&^ zJbQ`6?oYg6d`;&vM*8PUL4IV-gr_Wzw0tEdmBsYmhPBU*F^yR3oA;w0GqdARn zBRoH@v)nyb9`4goumv8gh&_BJ{k|iE&KRjDBSylJ{8FTH$7EdV66^GW(GurpAaCrg zq?|N&ALx->j~$8r#T3L2ak_y)C4#%~1-SmBE%GMa=+MTNx+qfoo->uyOwBLU4{J3@ z1v~cyq(lx9CV~ARfD>;$npX3w{GF5mGOHTztmKPBs?Fcd_F8d?>X$-aoZpMTYopWn{$M(8ZW9|#Xdt|IEE zJ5lQ=>#5RqbbTsgv|KgU9Cu38t|?gWG#tE|9iT-`JG7kyGDBz{-2SJK99r>%EE3^U zxztOQJ|^+zq{7JFqjBN$We_&a6XDQ!(&5!5BsF=_I@Js9k@ttHi&8IUy9H%r7o`uA=I>DJ(w8X%hUg??&)`BI`bOvO;c|@S=uJXk8Vb7r>k?zH z&7=4956eq)3ux$r+n~JO>(oKL_-I1HQGfblk9~o!BLpMU1bh#3FX8kmR+FI8<=#}@ zRN2Y3H`bT42Y=5<*u7xQVkjHll2(rbs|_gVkx z+e93x#%Ss+5@6Aygmk~}Plp68q;E~F{Zl9`ZMC6D`=Z1npOoCe|C)MX?LsVv#Q>7o zaPFoHcu>*>yL(%t=MFZXAEB(L_iwAvc9&qXyXw$war@l6biaZ=d#K@qS??Y&f%8<1 zUVF^W$PB3krs}IURE6)iH6xq#Ye6ZDm?C7}$1_t1;iNs1v!LVX#BGHRqM`8B6Ij39 z%lKo$PerM|U(X)v%#)V3@8O4rLL&>ob|TS4f^8ZpqMNK2YIh0JnoVEn)Kb>bqc$Td zWI{r^a^`IYkwK2bsLU3w?c4%Wt;W61b|v&n7ro50wOd0L_73z+NUlkaf-1YH0B38j zy%mfkAsQASJnM7p&FZfc>n^1070Rz)jowsxK_Qv*b6#==pP)?Dq!Inj>!2I@d)a?- zsScI$6V}bV>QMbxWxp_{kYWBU~S`ZBZT^|&H|i_UqbPWyql>X>v7eoB*W^^j26qJ?IQJO5}m7LX)0}U z037xiX2sMcm&If34Eta+xX*BTGMRozVBK2F-XI`fJRwY9Auv6-;?ymNlS{!jXv#*{0o6HR-N0 zLUo#|$J(YWi_U^8$tlHolBfK7xV)V3rrqd!9jfl9qTu(3_K)`4)Zo8=@ja`*T^6hfiAuX>iPJbM%*ch6BOT!-m3jWw} zoe&;!`-f0&s|MaBPV%7=<`sA4+g9hCh#ac!H)^%epS;N5L3ecg^FEeSK#+0`cr#Wv z>=QFNjS2VUn|YTq+7S7gd!+RD7vW@Vzxt6)PAMaeDhl!+G80DNS+sfzX1asR<>?{+ z6hW+=EdS^TDGvJGikbF0)CVeZbFnN70eHa{mrQv1aBQ5({pW1`*DYWFj-f#3=Pi{L zabzFu>O0m({BOk*AlYzWAcmI+tQ){>)3W>7M~Bb~YJ8oc>#mXxsNL2-)__-T&WZ)< zvK7)P#)u{#sff6erUM=gw$A&s==r>fXwlrz#O8Uw?2&l;MWbv)G?oWB3L%3+OjF?p zY58PB(E(;&F{>$;y z6Z^)xQdy!m;zC3Mp;Hz!Sqz~-#>7Wnc42L#{t5YIZMK#(crnza%TvVhOslo7?>Oe& z?Fh3j9Z;&h0uof5xdh@;k8s}>WA8=dW%8u?<|=I(xs>xzLeR|O)lB#hfT$vxH989h z4~aOwTWuue?{`)vQETs5`a~bElAp zeTJUuo{Ti`>0(Uh18+(Fo@7d|8m?UME$>XwZX{WHr155#fk{itF6$E_eRgqH+-76X z5*R;WmYUp$2*ffBnHOQ3)=ZsV-g4!8_UWcU_BER9w_f`lNg0^2o(6?)N$^2d8x%vu zFde|HN>n$#-hIoVSeZ1WUpQXjahWakU<4xdW#tZ3Ye*W`Rh%Gl#SR4^)rGLb#wZ{$ zybPH+-A!&%7p^=!RnkYPFTLP>Jxxk7(e9eix1`Oj3@Arx1N7rW*Q_e1F}0-uS4GvG zg$BxX%rVOwlB~Gq)=95DM7{l?c`i+0?lG+sNn6a4Dqhk5QKxo74I~_J<9*u!qd$Y} z;;f5e(nV2-NKgTh6tH3A6c;EiMyQIdnSb&Ywx^fiAKgh(!2rM4Hm&D2bK(1K^~ z<2!rz(w@-9;we_UwW%pNEpj6t`S$drY+o<>`jk|hj(d_A6sQg&puPd7gH4_PWry;H z)iqXuJ_^#@lDP_fiGY5HdNi&^VM;3lQ$iRJhC%2icynsOA~h!E&pnwYOr>{hQRG!o zE*rS2cFy+3%SO&~$Boqk023?*O*QWZ%fO=6xG$0d^_pIw%p^(hSNQgJ0omuMjE}KA zpU-+EYRiW@sQ^4D7$ST^LN||g)*73>Q@VP(j&(%FZvd2Nm;7tRKX&)hU_F6QR#Y`3 z>{JmVO?J)!Fn$0nSov4dhCfA7{lH2pT z1y@VbzJQVlS-Q06a2&2v{AEEwmKO%rhyF|UdTDqnNyrT(zfF6^!R=Vcog{%a zC_vD&qoGD{f7V5LWKeXef2W*tMXjIhup`!7vu(c!Dm4i5IlH;We=8k^@*k0UXL7aq1wy?A0NEmA_ZJ+W+307$e!a zl#1}~0vkK4t6R!(?L*E}ajCSQu&0@c=7=0M(kpzQPK;NgDYV1a3w7ECHS_(qbT7T@ zOT#9M8y$b>yR~#sSSa7$(CY9?*JQ|`^v1)1u`-1?ihXs?DEBrZ9`XUYVDZWUpn?Sn z)AW75Zr~p=I_;<6X7hi=zH;9B@}+?>Zd56UoN}9yV{e$e=Uyl=S77)iD4}$o-y$J-Y_#@yQ690678YgK~f3~E5 zd7h>h8KM37n|bHmgm_U7?Qxza2bVkSkc5_*NC@)rjZdgN=`YJC`=4kN>W%mBlfPe4 z=V6V))T>*BNL?T_5=}&r7r-;OrXE-cmEk#&M^#82n)`;2K69U4f+vnGuuXa#^JU*h zM>HWg7rJ$6iulfPT7%d+-p65PEd6|kLD9y@`_FgTxJg6x=mn1@-S$wY<0Z#Lg~1V6 z1wO62D}XzMHA=rOW@fVX@fyT!o=z0?wshl?II$^FqcK&G9C`s#41%Pk#?5o|&_2A! z#w|y!FYKIm^flf&w;`Z)7(h4BewX?PtY3r@5!B;Lc^pTcIJ8_HLybMb`AWXM07|3D z+xKSjP6^&+NfIhofXVXC?4(#Be@+bKxuR3rD! zth8%iA2FW7uLf=b1>_&Z#AYGBK+Fw%#nv5&3|IZL>oEA!I7XE+UH|8cqj}epYQOIv>}Im zH$w8D9Y#PItUd-F@lG;6uXZ9@{|}j8FZ8eV0fFl(xXIZPTuX>1Lq81k)L`Fd#Tl*I z-I1IIbcu@w_sU+A*5~=RA(OzVq~o(z&_~c|;5O>Te&mBZuN#?>Fp!KUw1eOT?I8Bo3BgZC{*T(hUQ)<8AdA=UGfSO|s?3AE@I$aPZlube3oJGXcdt!aonph|7N$ zwhVt0xMuN&owl^pe1N*}@1r)Nm-XA)aD;kGvP->1QRhBxwxLd--~_KXX}}d>>mypJ zeqX)S+mJ6+aUu8q8Bz_mww}ta&&8n-Tnt?moERto>L)WRgllea` zE$~JbNnx7T0?zVRDzkK!aiDsJu${H}*_|9_YT36*>cTW&%WjQ}$7`cUzuR_8>$T{2 z;Wh{uo=MUlsvRM~LYy!7E8c`7804AI`S!5u`M9O${rfHE&bKjbzn{5>pN|*1$@_Zy z(YTqNqj99g&|&RT_#)jW>Wu9<;a6)L4b!|k_Eo#Q@ht9|zL&Van_0we3LkJEzB7D1 zQ+q$EQQKHpiQnohRwq%{F+GkAO%AV`nP~V|>de#Mb52Fyn2S7fKgl)BZ!Fzev+w4_ zLJ8BV-}P4Y$YT0;e&<}8T_>kaRFvuIcfuHU`|fhx*I?yl?x%kt&icmiKZ~snqeRMO zI|!mWCYgGfbE4Jfz7%S=QbzT>_;lFpY&!2PpvN4nH zec}T227jJ4yuHq)BmHABD^wQYg}adRidV;{*Bahz9$s`WW4~#GY7-OvX!5of-I|o6 ztZtl+$6c81wc3nlKtFiGyuFb&9~`)7^X+%ir79q&heiiQYJ+0w>08^*vr8^iN3!gf z7rcEgy3Z-5+0*PJ_bXC0H>qbrS7|>!Idtef_g^M77cQwU1P=d&RaJtnTQnF{9}rc+yJS_{9u@`Kg1Qj=tI>^Z3bCy*Zl-tlR6!UC!vHQ zK9lHOvJ2W(du4BZT@D=_8m)oy!~42S*ittrs3@X|mD2 z*TPTbAJAm3ieFnclt9uhFRrdQ@iEJ(<9_?Fd|Smi$RK`3}I zYM5cz$0I5Dp?T1&@__7ZW4*VBghk4m7?@e#1{Hg5LBE8k*1@QQ=0nfSf$~C z#m_h*CENCXDYxOepE@9jUZe0K`+>_Edw2^{@7zCypK5CcHrkTthQ?+}eff`+buZaJ z)Mx6iR6C?KrI=#IHF!oSb_)L5Z@jwRCG>dvEcMu5HZD&K*-z?XCT9-mxX9fLPm(VG z&?ca)365&MlbA&=z(C(|3E56M*Y?268An?ivnGfqOJ`C~r_~ypsoc||*Wm@t zsVFT6;x&%}tkk@TI@!B|xH?`%3j~evpQ(-(@|!*qy{X7V(r1DgzI^agr=Y)GBrKIK z`Rj#i3W^`aBwwz7(Qr)h>us*pFFzE^UbDMt%TBekO!73pjBIxB>8R{ECqfWoo;zL! zv;hFB_%6qZG&qTHLD8U|wec+}QJw^z;n3g&wT!+Vsr_l>uD6*gLX3xOyliFo;jSH> z7A>nGn<=GkKpM$k1?(WDt>^vDEfo-u9ZqR$QWY!?k94HO7^#etq%C@p?z&r^_SYgE zOOO9B5~lgFADhq}L&TK=cqV3jE}>tq$a`Mw66*hlY&_LA-j*NwV4N%KbGWPYch|fv z#M#i);jtI?t6<=W-KY>QX9nU3inG-bo1LR>LQav4t!9l?94%A$T8iQMwMBabft#}c z$)ezw&U=!oI-crW#yU{dIc?$e?S#9GbcGRWr80qNPn8`&guG6Npl8oUmLDspILogY zN>cclOxQGB6)g~V{N)oLVx2Q+P$E0;-)FuYU9}T z{JV=40cs2kMNR$@?;@bG@GX^?4VG0Z+XtCy_E6G$Uv=!s>ZFzk@EUTxLkrR{@&Ilo zI6Y#w)_Qj)={WFI6zytX(?1mbpUSjc1fXU+N`qM0=brfFdZ7lh4AHb`iJdVBp>JI1 zHM6mLHN9FXZFK4&pG-Lv)m~?LetoNBW<3G%AVv!%X@4(kBt~)m-H#3kruA6p5i`VR zsQl8#Dq>JY+ra$Kn009tL-QoZ9*-|jL`;vgC6pIHGQBY@Em}^k7H$*9zS1ofWz>T` z%$kV#q>}5zeF`DY1bgCFyx}1U6f1PTJd%-ON96)-wtwa#yJyLFRQ(M@^zoa$(ea0o z!zyfoh8TVrF8WYtImafxD*-~EF!O;B{QWb(#v9I7x-ozpgxDPU@rEI#ti_94Tg2izbI3rgu{oe@#9__cXv9zH5W1`=@tr9jDu>P6BrKRpa;--UT z`eYwLf?(qrM$`%>>f0XFp%n~Y$J(feHC3kC?S`wpx`X?7x3Ns%5z1(y8z8W>v<>Jt zM6L74AIa8mq|`NZ_oYq7dZp!U!|e=5vemIC;yn*qwVeie#E#MGIP4v>uuup*#?LK6 zyHa^kRxrr9JT)29m(>$l?A3m%DD5cz3!=mXc`l&*wAw{H>`04=wR-^Q?1M~0^{2+m zUJQ%Xq|AQD(7;E^Vi!$kXD5(EV11aY7cmf!Pt69kGdNe;gRG3V#!5q<-(pIWjCWCs zSo;I_+@PN%(z1xeY|Iin?`K;i=`!?|Vn|y1gWRoI(1^^35q4no^_|*I%!tQ)Vcs=NUPoJid3pH6 zK*GIWW_HfEC>fjUovR*p`t9>h0H2l2`Popn9!N3R+44yn9ewZ*%{V-_XUpkjr zn+>K$Vx`W?6iF~uzOS%NN_>xmwho^NTim6eF(%y9AtVJaA#sAO@b&it9qM>e+X!?u zvq{y90|^}KG=TLS-4A0vmwUw9guY_0Ih-H)UR{dc=b~0=d8It*rImMh@BD87-yf$) z+M5%mn}KT+Z*@omXOK3vi=k_3$3p_!ku#HK1vY!F(spp@NcV=E6@B4o@H-+sBHYw0 zQ++Rcz0tkQ_?}t+zif>=PII*;17pY7f9@MaeJ<`aMCrM*KNh5s)>pFivLAm^-ycB=-u!3~(l`&g!Nn&WGU0(zIo$ zA_hwB{Zdv?<7?W`O5f;eyq8P6RTsrolvqVY4{LrclM_`UO`)GG~oN=HyQ;%FD0r>_+i6 zDYl@}G;6HFuS((jHR%HhLd{D78lHhX6&@0SJxCh{`79NRz^y8CZ3}G$gY&!RFqxF2t}3%sYMhJ$W#;*s#GaSg}=lNkToI%N{poJRm8}a zNDv|*Ae$s0A&}(yJ=gh8&z$y5tA^ZrfA@W#m0dBVGwvalUp1H1itmc+-8BCWx&v~% zjNNbD$#U!{>h(s_#{7_xzC0Z#Yo0(AnHyUOH=5Ryi2X5x@bho64L5k@d^IO!DL3T0 z1peOpDhnceYbLCc7TVMtZchimRGvYD6da*y561ZPV}h6=WTuz-bt0hC&{pE zmjZ(VLx?= zoEmaA@M?G3UBCV^V3BmFb34Vb(cjlvaM%=yh+tO_>r844(3?G*r{7FaN)pY-x?+BjKI)r z(o_Ds-1VvsaX;ew#1oD;e+aTGQfr9M?(r|PETg37DUCHNROZ#C^udS&2bKJugWbi`A=bXp?c)~Kbxm`vye~VpF!pYM)5%z7f$taxi74)GQ=>NNw-sz>SH;_F zgVibhlJdRO>|5g<;T?D&mLmv^Y6)F|JtXmnq{29ZlHcbes*NeJgBM^O^~}_lY!Eif zSr*FI+r|)j?onJ>xvj;9tZ^WdTh$Nmzgs6aN+oVtcki{{8uo=&fZ;8xlW6>Mk6Vijy+%h<>0DqFQD7cxgEfFWv zlz-F@Aek&@QB7I{*OXBo`(v`r*Gw%F-SP$O0S1}Z{noHVMsSt58S1`Hs*hX6dp=5R ze>N&)_gGwf{K|$h=WCDt6)sBA9FW$IDvvHGOwhqZZ0Hm)PM#6}_a! zU9wEF_6RdjU!%`2Df}4E=7H$a>#73~R#huGWdpnS`CX+nEFAwLArHZP-NAwy2x{h# z5*1&VKS19#PWx!D!LRHevqN9+j-!Bw2-O^UEPZH2UeD|ZuzIAP$GQ}8{!tCQp5I=! z#}qZueRc{O@M|YX|ATo@olOR1M{1=7#MQtMgwK7Y{3E zU-(8`;Opo^LIFn(ZX85#1g1HpKldYv)u!GhG@GK}^_{J;=WmruNn@S2>`e82sx?TfEcYs=~S zT!3~*^jYKR%j%o=l(soTj6g@8SMjc0lCz1XnuOv#{eF`y?NYzpRAN)&((?9K5l3kw z`~^2Kb=Da5I(&jlJG4O$x@;FCQEb(DN@fTXL)o*csDxx$0NN&z2M(E$wKz;ax#&>J zz==%dT&*eloX$$wGO&ib%#{sN|Ia)@b#)hYK!EcQN)*&&th`I8Er+I|s7-ZbWiLgH~U%Rmar$`o7Eb@(N*L3tvV?=#N% zQnQb$`Fdlj|GsvgnvUqLT#_&=A*mer`f(CT+d`mgu?eBew(}?Gicg$}_V)YxY4=H+ zCxrf;NOp{^RNU8YfLVl4`;sn$!?ebdQ$G+7R2MJVT$LtSXN2wi{=QA?#S8Gj+BoUA zLS|v-eS?Hb@*ul>KE5{2pW6TXCt=&hIYQc%*dlh_3i8E<_XMhWK!}o?36j$)x5pg6 zeH?kz4m+MFu$rWC_IR2;Ea}VW{}Vl020DR&GxBh{bSTv?6mG>#mjgx>h)?Im=bpLglQK_P zvKwyGwTXnxRclE+Zr7x^i7(nD5)!Rh?TJ;r?@OlQd!1U|1`=_fyM5?(ZS?0o4)7R? zh1rukxw=`-nC~oGo;?VJP{3_YaB5a6_EOF|?66m#JY&Nix|9a)`cUI=wu7`Lu}B@p zjw150`l(G)9CkZxuGJs8p&xSli->zP^lQ@-b+qMbc6SwJj5fquc$lu;$riA0xtVZr z_63%no^hGEF}*H_wh&?HMSx1?@;-aB=rgY|v3Cft*}yLy&1hCF)0;AgI9KPKD=+A4 z8))}tj_79(Wl_o+MK< z#6kU!2VjP0noHby6O@;P*A)}8vB?AVsn@g{eoMF^w~Dzw!;Z3_V*Xw5gZBTHn*B>8 znvRz^YUkL~&2zM|qOH@E-q?+7&`6Tag-vCS>o3M^!fV5SXui)4=IkM#xXclZLR8AV zQdan>=+7C|TUtZ3PvKw~iv0m!H3f;*<6n_`y1L>xaP?Lko0G%eOp5aN|l(YKQ^j0g%L{vR~Op#<4;d3x6vh3KB{k0D2 zzK{jQM#}to*}awP$e!#(`xZS0cLte6bTYL~k=y!8ZauxW1){_h{U5`tXIvOaat zuFg#-yor%kPWm&S-o0u{dBP1wUu2r!cOv_~KiC+RYMG5hQ_Ms?!sgBvPUNxMwQmj(52N!_C%hKvY-cyWG zkrPbWijr(rw!6=$IEX`kxi0lvz~C4_r=u=X9z;E)O|DGe`unltIYQnoVvUp?oUYkI zssD8Qi_<*~3og3Kj#)}?c-(gJjFd|3Vr)%(!YgNAq~Rx8*2jn$Sj=0iqeKFTr;7Xj~%pF#GK79SML?thqi!x1t z{ukEar3Fz-uP;%AwGE|`2(UzlI4QjhG>K1ODZ8JVDtJ(1@^XP+&s!6=Q=v<6&Kp&8 zIpRnGpiK_BK2Ex~kQ6-uYPRUM@|pQpZP3~oQ8cI+Gqt$LE%ZT0OGT<=veMqmU9RW& zq0CDA7C;}%#b=X!F|npEyEy!g=BA4#dyqQGWG$yJ@jT!f29>B48Q_8*l7nLPIN~-f zB^~U3gSH`+!GCT2y_&XZ1|JJ$f-Qj^ftRf?cof9zd2n6VZR$ zZk}x^vGZTW`ec+a=8Sv?0QK(JDg_!`#6oNw7&USAj1qT*`Eo8C3o>Ykc(+c`<7mbi z4$Z?BE$E`P=c1yr8*(G(=>KK-%|h4oU+aYQX7hJd<^>}f{^d6lEITk_-|&ujN_2$bEpc!eM}{HR5_VPe z0wAg0TO57xH6^8nCK6z*j&dsN%2n!hZDCIuZ|T0)Pj<-w4tN(M*#d|Su59>lZiqqc zE<>t^5*3iqrz9HZ#Gcr&+vDwH@&@58;Ti0PEhJvQxuzA{99vNk`sI#!asOvB{=}^0 zqB%|V{;W8~b~7@AONUdx;^WdI<3E^$(U|DP=?1uSJd37&A=kek7HKXF819oy91HI= zt3Uxz&%@L$YzPbGj9D+B%hn#|xzF`RE?g(gt{~+}1V5Llcl=m>ucCuBRnv7CR}vwp zm_kUn1n>a0uWQ$in&yG?=maxuMy9aj1I=YwLtN9{atPvoXO^YN6kR+fp$cI^5*rKG=D~#j6)!-I9o47{h zl{|ZIx9MY|$Azd@mdMmiT(YQQ$Qw04WptkfntBb*(AMZ<$@9gm)yB$ z4j@F62OK32ilTq8Hrgz0uI+fH2qV^r5GLcWyC~c@cTO&rl4cS==AXzJKzVU)p;F_? zey4>}f7R$vO?CRg$kkFOR+Ty1bXK(ieMf=^QFwaE4iV)RYD3w|;+pqjlIl;cs^ZmjRnY&g z>B>cZF9Uh9|LbT{^Lm|qvzi;ymyOogUxZPCa-JHY+pp$t^e&z}p2kCB1Z4g^jKkz^ z(1itip6P|u^-cBMoX^_O>Fj1+6&qdP9Go}0t(6(XTv-JnR`@EJBhCOaUt@Q?+%~Nh zK&CMZrR~^l$9y;ZJhnfyJT&K@DvOd^{<` zZ8%|13*k_{3`p^O5)s%r0MN!-$eW5U5-$W(7v!Cwm})*_ns}Ldrj&*WEozdsyN8LD zzrBP)T+jvJL@(u8lYQ_ILwf(zs+LR|q5i2p%c3e}>b05SH;<<<)qdYOAbu-j`v!v! z9%p=R2eitI2AYc1`LYJp_jGzgBdjt))XbVRit#si^x7vu0B?Gbs{wFWZ|6wQG zeqxT3Xrk;YX;t4(SXtxWRqVA5tRCJ};fQm8D29dkC{?qixrs0T09yN$}BJoYtS=Hyr+x_$q`qJ&dg42reih(nCJ54d;6TPO?Vj5Nhc-kh%_ zO~CF83!Hk8wPOQ_0RNUXHyj=Kn+Np~i9f{$Xh_ z)b;noZTg%4y!`m_{v~4NFQY45P?X0^pS?UX=Xq(bwhbp^AFa!)ll>2Nh~&SN^7Pb6 zhuum_U7VnVxE`kd!*SiX?<_wviisF7ABS;hqH&$b_eW_CWpzw?T_vU4moj;v|31U5 z%X*R(y`@4Anllq5VCpb~)CIy63$=x>;nI%pqz)b-X!dq`q6>;D3XKa$AJRll?N#;` zd&=#z$>p-UbO=Y6H8SZo7dcYWO}&zIMz<604X~1Rdp4HeBpb$Y6Pf7tQFEtD5TEym z%>J~-*u=PBdYQ7^TVwQtQfInG*Y{(;1ldFdEm zjl)htRClquXk0aKzrT+eYhb2ILE(=WPn=+fEa_4Wz^O3u3&QWD92zS!5IGcOk^39T9pFwq}yo zW+kRR!8oqF#Y62fy(th~bO!=~O1AI&hNUnUeTSTXJbC8Ej^ zKUSO3}GpW5Oov#};R^1Q=Ni0=zhnz$FVfh+ruzLn{|40{@oA zyo*A0-G*fW?1sU*pT-zRDg^?rTPkAX0x?$Q;#4S$t?|G~krrGW&WRhEYc|~H|20}+ zxXw?GaBJ;7cZQ^FMbjn1&VR-L2*DfJtlgnc;@>QKXEZJ`Ge~9XiZVae))}{siGgbA z)|xKrQ`(b297{M1NHt;Ozl?$Vo{4J6QuA^d@!Mpt;(em|zN1excc%h~9_1XIf{^{H z&j0~}EFGIwV1c9gxMGRmrGP&5?o-WWHzUo@W?F?YvR^tYTIS;wkP)Q5LX;ph_0-w@ zo{d+Ly>3R<VRk6rw)pfj`%bolGCSy)Wum;f{xcL>REP+DYI`JcUH^~8L17k8= zGY*P~2j#?r4tCpH`%fi68?8V86+#WiZT9w;oH(`Htic>jM}z4rHHnhORX;ztrswa0 zCk7r6-yV3sA|dUM_E~7YP#jO;YcdAOIjs&FOD^gg0yeaX>}?+Hym&pYapM($(a(IM+ZZdkibx zQfn-sSkPM4U-p5)oE|mEyuUnDR7AR-W}*$ZA)Fpn-D4naP!%{`THmBl3LI|F`cYD7 z%WdyR`G~m0C%jL?O?N})g0pO^_y~$((4PXx&v(&?4hi0#)8pR2R}H&n?;qIH5e$vN zjhJlrw$kG*Mi5^W@$IZg2Ty?46!Sn+pIN);aP)xWHmdbJ>?{E&u)N_%i~C7?CbOg9p_ zf3qkt_cny7=j6>P8#KWNNjJJCbi9f__TiT*_BDS9dZKgb5n2U|M=*!@{302bbJa_P ziPe~Jmc~5Xv0c18_GE@r0X@Q|xJt&jKV5QT21B_NKXn93C8JGQ$s^eT;D`+B=&Xqy z$9w#D^}jlA%bPlCArK0MSmVHT1K7mr4FfEt$@~kI2T|7Vw>Gk;;d1<*&eEI7Yj?q& z=2sAb0-6Q%v&@1{!ij%yKbT$S*E9XYMg8R)l<{l1?wvOAhpB4EjN4;g3oJDwn~6~s zf(!B}#3qFT)h~4hgRIJMF6I3ST3TG@?_9>T!98w(5OCI+8^GWp^T&iMhsFeRuFna! zva-K@P({%pS0l2TT^#$<%c#&VT%xddLSC%upq3jeF9=TCf;8n0|P9DSb{?iE?(hHlfC8=XzGtd>pcs5kYgt8>e_ z?qzMzYf}a6Tzu({kP$8v&gku%Og)pXX_A^((aL41v^%qI%fq=}I>S8@7JnPHfx)Rw zsH4K$+2d$TeXTMkvi>h(jp}jcV5nfR-as2C`Cd88%QP-6CyOYt%snk(w__;wCM?@# z8HO+W3}n{PjOFxWtFjBj%9*^QL{A!BicNw%&fXp!h1U!v$vgjTy8BGrNNx9v%QN33 z`)w(42wqazmH;QhbZH6sDR8dZ&v~RkE#ACO$!;)fHEJT(q}9o|zDpQAvY*Dh+?}n- z=eQK|4KlkNBdCAMRkTf1nZF}*w2XDO? zCC8?L5_!y<1bmqvEUz2F1(lJJ(*pg&Gg*J#fj!XHAe>TxbpXT_FZjGIq z*s(p`Anfj#qh*)4OHVcloU%!bfyub}S6b*)YR)?SHQh07eizlT@mf8ua^*6l=sn~s z{xnHh8}GU^B2>VZ4bD+ouG9n(6)MB;{N4IHtRY=Y+JgwJU1sdwMy>eSe2qtF?B@xm z6$i_5wtO~|TP4!ZO<~^hN}20BtaagfS`W|UrbE?n4s<`<}=qkO{O|R(QL?^<(z1LxVwPM zcN%hjfjpiZw*}tLJG1BFdC$D|6ga)tw%6#=Frn4E29J3r9>aP99=RF(>qCLJho`p={Fab1X-BwS0T|dq2)km3 zb3#S)I!Ogx`=IE|M8WwFSq`H&r`OG}Cj}vWv8KP5)snZ-NU?2TSWQz^j&x!BpCl4tT^Bv^5wWk+o+cqb57?Dgso}gvS7kO#-k|gApef`?J zxmQnqHrlrQD#XdG{|bNt{M>jz@pWQ`A64=0TYP6XS4xggbX2HiK>iDM&L9 z-d5Fv4UBt*GXb$*xTsg-?t2y9{zqUK@iOCa4r|*fHntg&zSDMtqDGkhH%%>N;idkZ zvzWGZ!Klwg+x<_D@8wU6F?$CO(~Vvo#x0FSL+;^rv8kW$U466Fp)D2$1qFL!_|wyr zS@xgB+8y}_VPXZXai=fYU%$k*!01(A#@|VL59aL6)SUPDu^}V=dlN>88RCkke;z{U z&L}>yAwJhxbZxk+GUwV~dC_R3W8>Ytg&8%ObNuceoB```7x9W+X*#yo#;q5YM6PWw zJke3_E=X_Zf2>J=KBZfku68FLi}kP052VqyPH#@1I*w6WpR1K?Hr16wC%u%ba(eD^ z(ZL95iq=o!t)heVH%Aik7LZv1tqo%qHpikltjG6QnhkD^qwoa9biq2&`*W<#Yd6zw zebt_syct?M)_OmD$yS}T=Y;`FlvQ=?RL76>dB~6U+k1<-iiZxw%ZyErrf*$j*hyKl zj1=Tp4!z6x``M}A4z!dRhwX`rqqzR%bN^_z!@?QxfjQ5o>+E)(n_?XX%PsAWkV-Ka==@_S?_T`r2Nj@Od6!}NdN1CeS^tz4Q+zKY(I*o zDT`FZHXz5gl)#)OL?(p4OR{LiV7kG$^kj#|bJri}JbDUAS1S@bNOVoIC2|OPn}IXT zY>n4ot5uUp07YwZHu_%AIf0G4e0sB3U?D^$JnB#bA!x;G0=~|9CL>+m{MvoT{e6_B zt}13DMcy%L>Uy;_d+4QIR?68(elQlteQD&|n-PqM20$UEiW%lL)kyMdz8PIjq3BGM zeHjCWApvNJ-+!-Mz-dMe6J}NtWkC`PS*&3Bl-85;dD~5yt?SPtwRXgsWSMhHy`#M- z%@qL&5f+>=DUi5V5U!GSBhYLKkO|_hq=7A0f2uRuk0c`Yo z3`c%0sr>DQ2(n8>J3j*J6HF zNNUntH7BD(R$c99*h#c>Z;o_JV%MtcL0I^qibUT!S_qs;qi^qXy_uUPyI-=DdGd>v z0>(2j&`nw3QXh2IK1r4u@$GDgF#`aG}PUF_Y zHv>|cOz$jnMjU5q+3X~xw$Dx|N*dsuJsNFw%AYZeG>KY($-1J(LdwZs>i zvs(+^BNnMLD|uK@dzkVwKgj2O{fhx=y_6~t#!0poATI~)>`Uqgj!So{i~7Zsr{h@> zudd&88tT?$`>8ynxp@FAVT}{QGfkbx>0ArxmWg z5_%;ZAZdEb%{4NBZ3;UQO7Q4pni~BYy(QjfFkR#JLiItxVZJ})#mcMCq{|wahw-`D z&AC{XVc$+v|M_Oo1!O1-&a>8mOsW%CboYj;E9FKDYfCDGXm!R&PZs`!MKeiB23|%A z`67oEc`w-?C7Qn^jFq&8gv2Jg_HRDBa!6KsLx4g;xJ%InN42CPjp3BFhg)5rF~;J5 zR-K<^{zXy^EmnWK3OY>s&z+&m49SSDTysaJpN$wtRjN`1*y=~eyJ0oI+p zHl4s+k)q(tT)7{aeG?#&GWT3JFS{m*%^lA%MoHtw+>lkdhb^w=Dte}hkB1i1qK8K> z#Rfz?gTY$d#g_OEPQ0ch`$CJUrWpH#3H{HsKkI&(xTzdO3W+$4o`C*^{EmiVajVG= z!*oG8Z@yWnPydCm>4|wbAf5K>wXYSTwzFP;AsXER(I#@_YDW(pBD1H(~88}g` zY^whOZ4oNFhdo-;PgzHlyz{SnwArfxoS=oTeIA;rZZ^Uo-_8~#AB0@c)DN7*7e#Ga zAyL`8s*dt{q%|ki&$d0&iy?EL1Hu*Sne+D4!Fw?v!bSC2GjA#T$gahbbBeV(E7VeG z_Sv4}v+unABO=ERIQX>arf{Jl=hr zj=hYD7S5U$8|ZGD70C8^3-WEw<)5CVu4d?bRo`4MjUfiqZdI6Fp8bHtQ`m6f+VJ@y z^hctNSHZX_4z-DUOkFW1vy*?2Hr(7_vcz@RFI0LrO6^@p`!BDY+rX1kn^%dK)_fZC zwcph}HLvf|hnymyM&Rs4N{*OlW+)M=Nmmze>17%(<%y;dIwy=hAi7u1osi-zyvv2N z8$fT7R2(Q?q#5iFX=1HNtW_*4-kzR9Gq&}px!WP||Ebkjd@ith@WDkVDCB<87CWDh zDLr{1*E7F7Uv-t@sh3pjoa&w-KH@4@^uK?#>O#%B_^-Qkdj@y82Kf0|?OyS1>VoW1 zs?0G22V`$--@!x{L=M42UN8bR27HlCS0<(mrY{@wl&7d0sy-jx>B>Vymk?~1Wzz`Z zOJH(`2gAcW>A7~&+{Wp7RYRE0@41^fvhuz^Z#?p<6kPU}NRh&d1Y^jE6WOtTF)YJI z-yopcMO9}**B)@6vF=x@(~Tchny3&eV&4jG_5qnISFuB~i}#(1(qy!9bYbMzZ!&Jg zdT~{)>b<1`oA3Sn=CQ>vx>a~W$oC*#ZT=fcdg)xBndW+~ChDNfaebJH`FCY6KOePA zj1ZiaE!-}#Ks>d+6WSg`If>-e!#&-amLHUkDOm4U`uX*Sl^v=lQdWBQ9R%B<_Fgs!B@O3m5=H%Z4 zJVHNc{%^l*or?0SLr`vLTvd{w#qbopvV&bdjJUNoi%^49=8V&*0~#YQ@*FGIO?^Dx zXVc|~7~;Pc6uQsi0XEU;VsK~6Ct9a+Z%bmMl?=;d`E0)HGahjW!cefNd4Yr8wT(?Qbv~%Lo zZP>hVagn6O$0ZZ)tx!-}lq`BXqR`VDa@KVWi3CKu=Ir(H_LhQ1n@$L%fQKS14yYe_ z2p4ujt2ib$n2dC=Ql-`NmTh-6YFglSBU<86XYprcdf8M&Vh0sWFB%4r%es=Gmfj^S zea7QJ&1cizt$l8^>X~M+vD|rMnQHM~5gHyKLM@}`KkWg5Y?7{lfa((ZtWtNcGTvh1(Orm%a8*s*Bmi zg2!Cs#sI5o)lVYQXNG)t^832jW-+uw%Ho~*jc#jVqUzN4%bW`L7CWJ@^Kggll}NHZ zwfhp8l;TXPynQhvysQ|9g#H_Np{{;W~xZTe^K4V`pW$wM3gyOTVpApbwSAsS&az#LbG!VAWc%5xA;g z{I)J=F#Up^)RS1#DWLaK>ig`I>vpgO7J`{TP7@qy+YgItJV+oLQ`v$&pTIC-3H z5dWca_vFRvThp0Qe0Fn}g!F>IP!$9o3P}&-a7yhx7^luw0_OD}E*hk+?(1Q$GB?(K zp9@*9qC7!N#{*482e&m8op7r_=9+{DoRY+~7@xgV2a zX?43K7%U2?%$4|hTaaPi=;>&#$skrpK8;EGx=f{4XPa}c&HprJZl2{mq*~imOj4zz zKkFgthwz6F1(9)NOp%MKxnc5%+sCzqntzPo)*#xHi8pVLR?XSV4`ITNUg@+rsfO6WgTATEb%x;2iVe+o)UralAzDT$tz%&-Tc3z`$i!^BGxVHtX}=m(_(#US1$ z;#hRCZ*xJ+sl9CjGso}2TKQ%Xt|FuFf8I_GMp5$^FJi@N{0vpLl9gdQDQEJ88Qv8s z0fMqJ0UWd(#_Q}qfQr5$%X-!_JiR>$`@! zY$5_VKG7cqrf!J<)`&BjG+{-U+ba7q-!DxWq+n`{*vcFHJF@ghhv09ddEc84Os&`N zgn4*cR1_+11KC_a>yHmj{7A~$1k{&M&p8QI$pxEq8yq)fS(%w>(cXi~=+cPwZ8VZQp`5gEPjmte$s0|(YRVb z=idqF3v)DY8>%c5km7fo+DO}i3KY%_!ZGw*#+HDhv;y=Q>-2sJ^U7slH;8~eFf0K1EXtv;WO2y z5@qP4P2;i5zc`?uhLLcqZC^k$C!q7SQSYOu{ z5L&~~fM!tK#>hA$m-2(}1bKIg)`k=U%Bb6+Vrlp7^4kTM)|fmoeVCq$z!^^*k~qj< z&&j6hw{g(go6RtaUppv~bBPsDdOjUfJDNaZq5JdjJrVbz_-!U;;0#HIVb>_ZpHUML zg&L_8orelxXekct!8De})qyqKyj^%Pml=_8_%KW~YQA0jX3^8PiGFyP1NjiKoc5px z6~|LGzYJ<@@AZsQbrJfjA+~+Fq#`8@HP1Mna!96v;a0zz#Y|JDjO2VaYJ1`Cpn#ZGqde>%KbWalZPRj_0rG;i0&0YpdX(JvfIgsLR!V{l1Lc0Z_rpz<<&ntpB3N$m{ za~<*6!C#lWdF0I^FKyO<`qu>qyVV;-HCa~YHfim07-; zBK^c~M)p9ATkRJP{gycX2-~9K^~3bg$MOp9-OohXlgIpeBt!Hy2V!|+;Ud|cSSW{A zVtgMxl2z=a9SzdISu|w<%-GOnB)0FzH;WeR=Mp0#1&$1}A1+GjPs*|m#T6@^hv~?Y z+eO5Bw6xk8&90Dum~zN^qWy6$=SXJIdtOz`T&;7y`_fq}f0EMwDpP$((|l<97KgHx z={8B#8)HJjaAWx7T50$5&W6fkC$lntUH`3P@0!Geeg21Ai(`Hc3(7Gnhu>~`Zlz*Y zT2rq{(0-_yYg{nQsk#ww(uvBZDcV3#J~=3mFtOuC$W$C_EW)f-+Ox~QxmoJdsIC6~ z66QFdtN|V|nK9{`821)hKfihI=aS&>GguSoRrqWjmYQch7q%JrjkT1eh5 zPvI%r{QTd?O--6UB5GM961=9q+lE`!_o+y=VJ;`+m4o6LF-)Bmv}*j^HI&%G07gty zqx&;`VQ5K35B(m^5=~zIP3d`~-*^-CwCuGJznpGt6IblAR3(IOzn`(~^{L%n?&2B# zwX{jfSbsL*pjpzgZJ{^t+ao!TeH_l~BvyoXSJHO#qZyL-YJP-g=jKdtV(lj0`;U0D&4h2` zH~-m|IB<$beXM^J;2M|MW=<7sNDdoL)Bn4I9p*-)(-!#ldN;i-q}(&VMoEHM6Vc8&7fprifPeYhp={z*qFT5m@cW~#p9N{@54dwUyU4@oZdVJ9Hphj~ zeE`ozS4v*%?yD)hk!OvYp1xU>K)w1_Q1iQ>I=EoZaPxbgkcfOxK&EB>`2$OiI&D`r zQeLf3b(;?&H6;@7!se?loQX>;lZC0-GEe{iQv~5pn8v@^m*Fz=JXPVynmU{|*TF6+ zNw}8a{Un*SNgqEQ`!l|M$j`sY{qVl<;;AWnEbHFkqA&gQNs}EChs$>7Sq4IKl!=+fo>_bMc*BC>$(yUIb%uZ}3 zs9i@xw6;wbLRQ@m*-nF43F|rDD7xP@>9)0kwyC4hdxNm-ow+Qf-E}r1i-+J_7a!3@ zho~jp`3-m63|;KetJ=7>Kr*O+7HpzCI)?m?*clb((Rik84g9P|m6oX*Ilm zbNa^2N;cIJuv&|2v}_c`jA7D1!x))PEAcJkhX*WGt_gS-+vBdueIpH*b@p)TwnxsU z6>Kd<{yScJ+;5R@hLkD9X}=&o8i)T=@mDLQk)bS)-)qxwr_nt7WIj+JG9+DF6p9_Z z2I0FnY|wBh$_^+~ZA4f)i&&Aydr$W-l}qLtY1YZJ!CDV=`9V}04Ad4bDHH%B3E{46 z`jsVbYTjtf!NTu(!9jZm45m#HtA?uEhLWY|N`Al@ZW?dJRF@eAX zf_yL_wC^*i^#&!s(bdYevVGPy(BIFyqRrN7aTrU-x3uyBn@{rX*hJv|iLC*@0gqpO z7Ndc^DE?%1S_8-AQh476B`?i-^5{`u8-2abWEmPJ3q(P{bl-e6NYC9^1o!_c*|zvS zD!~~}l(T&%5>2OPa}$J9(6p04JdP^}uDd2(jf`WsPO428bYa&O<5@MiA<+fC-7!V~ zRypRfBUY9raJ*}}$fP;o%!PcVqTl}lFA3VF)tX%%O1Q~lkG{HP1`tz*$Ji#?+%1*wxbDHRQm20GRm2MEQKEH_Nq4hbSg1p;VxZRbbq&(#$Y~VO z7%3g`9{nw}m0@g^_vqcxX-(vqnzDLy=TXo0adJFvS?Sr1vb3MCbv{#h=_~^5yQrI> zicHAsX(^!Vlk)w?+#fK95&lBPzrYQ=&7=9rwo?<6 zasK<>jqb#9oTK`8n@&^b-+Q^URUo}!(j7>0DyiN#$PGN3 z3fQ~i9R^{1F*9}*F99%pLVlwOVJ5EBZaULHJ-g$rQQGecxdaI9I6bL>{V}T2 zi={^=gJ!O0G46~@0qS=Lrw(t4C&!^uj9GqydxdR zwcN+3LOLY;%|H=Op+*UA1X5_j4*dr$Svj8giInBQHb~+}RA~9e^oZD{=WRR1;XuHHbz@ld6Bt6xbF#n zG_vn4rssz4l$>{PNhpo+Yv7#p<;ss#BtIrLSKQMgY9yk%=*e=N^1i_Qgg{4Kd zZx$u#b{I4)rW%5S33Jw$4Ycl@mb!jFW;IXxscpWtD!}4kxdh|P@)&+&zy_h}o0RLi zwUu2Wd!}9aZB1l{XZD0tIQwQ1Otf&5bRj$V;9Z<4j#%c-MHgm)uJsw?dMW;QCEq&8!Bi#TTLuwTmltK8LUA^Y^6G zKWSX)St$-rmHN|&EPYXH>Nsh{HbF)0QR$|XCf~f24~h~BV%qDNei0O{Uu!kT>O=A9 z?{~>URMZa4u)BURz)zt(=ys;YN}2!PDXPe$)Gt62Iqse|am+U+5){G~EMT4MfvVx6 zS>yg2Ef!4YWUCG|n>uns>=9{O*75qDoa%2S7_+F3@fDfhhN^6-Goe=0|QL1=a4 zu-hsPtwnP-Ohs`O-o@RtZ%eR%qup1@ZPijUZ8~v-L7NKFhxy#7Cqx~Pq&}fC=MAQx zjpM7UFqf`$QeUupwRWG?m7^9j!NB+~Qx=%myhk&S9Cvq2(I@HlLS;G_Ks?l6i9ZHi z%G5w}#<1)2QNb4W9Z@h75T6y1gCAQUOH|A`8teJ&A1_3X3@DOV6})ro#mLg{@clf! zR}aCcJeHIg$k`?Q)A9C$hEcBKa@qFXp4z?A?f3Ut_1f>R$ZioLff6Alq%U?{V)~M? zLj1hgaYaUeGG8szS#a$x(FclL9UuAxl5P<9`9v>F8Hhl_*Jl&VsSZgNutSe`G@Y_N ztbmAOa$fbBI-T2(>(+2(phlH`x>b6qK$HAxdc0M5hmepJFYC!GHCoIbXO4!6_73o| z8phN-K~;2b)Ip`9JCD0xlse)f7J#in(>9zXP~K!~s<{3YE;%$S*tQ>r{m4?$1@tjb+ycc@c8O4+ zb-m@@2(%ZDqX@`DA~X3h+Z2ty-!j>JR;y)Xz|J&)Xc2js8^R^gK<{H0rgS#sY~H3uol+_oBRg4jM7gt<{FZ)k?cMSFift=ux-*W4(k; z8Ts@36}}*T8>3fN(Z&QH0_}eY8^jI#PgKYcd9!E*?VM>!t-?6;guIW-X9th_Hncez zSLR=v4Q6)W%wj~vIIjgfDrH=W1gm{E(qOb!m z69s8Q^2=J9l(5~){EPM)<5BbXq_%Fx^cR|}Fwp~+j+})+4x_yNA^GH?1g%-wm)*a& zB;s|6RXy)%&N`qEx2J5)T;m8UGn~72<8F9TVNVwEb!o%W#N2+yGEEV^yzBTC=vZFS z`ZsW$Q8jiPY;rN?i1?nDAP>M#VDW{u+9RmR9C z#rJQoA(Ec!tpb$)&RL@zskgfN?jb>nHas+%`FBaKSS$o@emnObM8I#W*h$UJOVdY= zYdS^2x8r}3IUHN{%fMpoF8^JwD$e=sRW$jf1iYZM$31h%AfH?Tr&?^F@oI9k#JN)6 zA5cV|UMzan*qpnv>3RWxy_Z7d0b|P_?oCuf%!zn^NUA~|?Nk@jFX1!epgM{WH{9IF3i#QT9oSRpJINJaKx0}pbmE5#g!-5A5p>RXTq z$W0>TjXsH%szVEN_30XaJ9|ao6P-bUbJWs|5qe%@@hJN(5{rq2Iu-63)Gto49{RIP zWAl8Rw|LA{U3L?O^MQortS_Cq){{k~Ry=!v?GQS^oka%b7k$3%wSxS5Ods5S68?RI&XAUB>2_J zmv~j#EpsLct*(&zcXEy|BrjD|eH{1KBO30pTsIY~R_behKg6aoNzdEvC36SC-2u)6 zKC!ntRa7Rl)nUI4q$X(tDayy&6+4@>wp6QUU z+fuJoFQzUHH@B<-FwaV}$l5$RxwAbCyUm%4(y{T$0FTym-CYpU;!{Lr#rCyd*2-t4 zWzP}W@Y!9gMbWIhQDQ~gE57*d>*`>RRnfQn(t%XJZ*y_d6Js~=yYw9DVCj66Cq0sy z}lZ~GE5Hz*hk@_Av2HCS_|WLkEA$In9sGqQP);iw@nR;FVDC= znX;%93Z=n-+EF7zlDLEqT4w)i9q+5!bkTvr?iZhv;}@>jTFqYKdm_E$WmZEKet%N! z1KJvu^@@2c2i8T75%j-^kJ1h*D^mt`trq!2=RFPY`%ZRw%+ryTt@gfAiKmK;dKV)d z4PYL}<9ePZ!>L@gCT`>+^)=6^r)AKnLX+_WlqtKvmon~>^wCPh0iJ|plr;r8|Ec}0 zON)v_9Zkx31G}rviZ=0Gqi>D*{;K#-$I)n4Gh__nmS6(1%(Sj}XH)t{4SS$SGs`fJ zVKr7cnsxn?BY)g+s3SOad=FlLM7 zMLrQwX<%q7bAAh0&dgV|8uh>84qmW2)O9@FP?JbC=-vB#_eN$*L2&!*m59KZh`_hF z@=RdZZqYd3x-^}ulG%Lzp%^yGqC5J4u^T2IMN`vwQW$5Gz zh-ak#MSP*pE3QCn>kTvS2`J6eCaR!UCR66zAse?N7sR|8kKnNYV^w;?`My$^4|1T@efdTuwJsYw4M)Sm0vXFQXKeW6WUjys-V*N#5|qZ5L; zklo$rYsymdlP05$et{&M*1zr|o&R1h%7rfSY)f-XM}L+p_tpC>$WRCBF0(*lymCcdQKUiPOhf6!3U58q{rJ!_Q>%3wXXOTTd&hnE3VqL z)c@T5H2m{XRk)WsBcYJ`n(_J%aD?Qx32Fn8r(T+~s_golkCbcJ%KwWYnrw^?CX>!L z)QpyET`zzmzmLw&QmnQRp#0CJn(gko-TZSc<>ES`r&APGJnwq~{@hc0;On%+u|smq z3wYT9BiB!Q!|yb(JE(bi%t?P3;nvgr{=SvvCtmHnH>khG53;SJ44B8kfxKDtl0P5p z`{^HSg9+U`&$Eq|Gll#lbWv@(de~z4=E)`d{k+Mf{Y;Z?@sx}N^!$dr+IY%+Usdom zKe9BxONL#r#R~|;yVSm(ZGt4b|yxcMxsG`=s6$;vbt595qlTQc*Wz{2PY~s<%n(x{rL--7qrynz8B5-8Nzw`n-{Jx{I zxX)Psr?rmdVD8WRRYWnFLLUp}ztioQ#lg1uQUkNe zpN^+-e^ape+T-HaJrA;5is$*8lE>U=bMDSW{#;j?9Sd>e`EKLF8pvWg{Vw>k}P13-S0Z=883(4STwx}N1?5ow`e+8 zyJW7-Wz&Kfzp{|yo1fRJReT2E5G)KbT#P#49p<~fzw5=*vY)bHH(Pag$-V& zIT`seEzOr*)mPm-yDTUn9SJx89&pRI9RWFz^qSwD^gMcG(q?e=dvP`Q^Uy3!HS8VH z#gVD)Hta62+#z+86cY+1QqhFfh%+*AEC7(h^7(Y`O7ZKKNBowkM~BLF&MxjZy~F)0 z)agSV3n3P3oDVG)Sj1&6?)yqFWQS7LY;f0@xL&3o+rFQ^lotZKz}wHN*Yd5U>_|q> zyY)48?2p6PCM;`lxrBT2c7$HamT&_~RORa1O8)7JPth}Ss=?P)eS4$Uc0~PM+ul`4 zWb7nl1+rh_t(A*3xyRT8NyjWEmi5KPiGXuZ7nq>J_`~U@@j(y%+_k=d`$7}PT6Tcn zG|GD_c9Gnic~rzMe&%Ns@^wzdC^mQr@uaFB<=3{F+yS!-ab2@(Lp*ClTDr@L_W#Gy zd51N5@9*E9)>0>R;6h33F2htssEDMNLlG%OQMQmH78xO=3P_NUw55VVk*`ung+g3_ z%!m+B3`vz$rHC?ughB`ukR=Ht1~U4)AFtolf6lpTRg&lVeBR@}U$=7v3x8qXs0e%} zW)ZdX!zq*?(mJe>Bnl&4Wm-Rdv*d7{%`X(;L)b(zuAU@D%0;7`CCu2vx`de}lbd>& zV@Dpwd%hIEG=GDM(&aLd?v?Iu5rb>a?saE9?Qi)=`=xqhZIa&Hip!ugVxJ2NAQdB; z)GOkalm2H@o0P9uEn}%;%Xr=E!{h8JDJLzC9Le#`wN#1U0#%T$S;%hT2qam>EV?d% zwT3QqynV>1rH=f=xly;qI2v>sKL369q2T9uQ#4FfAGP_%YQ-4O!0r>r0&i@H8i&$g zS*MM8!{&WQFhaWjHo4`JerGT1l-jxfI{l7fD9b{SpKST>g1PU-NmL{nAUr{P(IRe3 zUMOktzYF?qu=mG*sWcst;s1o()EB;aP9me3UU6y)2UDBbb%Uu%JmBJX%Cd;RG-UbT zR;MzLt9~`*4DQv=C}X$D|01vN|9-vQmOeZD20vemv+)ASuVJWRKp*35I2n4F<^FxZ zlwA+L0r6l3r6xo4NZp|^WWT&%@bj?Jv!352?etK{* zi~HziX3b*3dZy?33tOeXu5!>^+BQuYNjW#KD*LDY>_4vhO2(d$z^u2&+`nK!cxRhx z>V=7X&OVcx;xBE*vZk$AnLVAhl`2g;isQasBQYEGV}zFis^Z`J2kFiiW!kpQiGzRAJk!lk$BIr`ZOc4y=Xz^Mx$9Eu z0}=PHB*xt7eNM}U)AYAuL(q%2)`NsY`L?}$b=usDn5!Zi`p_XV%#7f=4vT58UT2G%By;8*ZoDm4#a z&hUn@u;kL2>6=rwsWY7U0exZ3hM?=0?>Oc4QaPtFo(g@uR=SOV1-T5xxNqGXvpZ&5 z=19^i;l!|O(%*93L!I4&*VFXM8wFBvdSljLvL6kYhR>Tk=DN(Ev2$xr-t7(d7 zO}fC|N4neON$85#W?8Vy*it)NNEb9aS@z0pvv0d@CqKF0RZ9jw6)uQ6p5kjt{P!$J z-3?n;&7qbLcwPEUZQ`;>#{3wbGrTI4X-Q40e#sW4jf#{YTBTlbGqlR8Gsi+=*InQo z5;XL8J#8&;BYIuu^xI3gtn58H*(dx@h&-VX##jWk03y=uw%7Lc*a1Iqn0v^+ zL$3v^W|PlDU5#B$A1`C5awqqhR8Y62i+@S;{n7IU4_-niY3xJ3RvKcFk#_@O-7T7us z{AssNomy|Q9A?%OXU#eN`Y2kny;B>z?KB+Z2p`3K3MdbN|BzBgWaU}PLfdWK4SulQ zCO7+2@Y#3m!rfLi7J^y+{8sSh@Q=q;3}wUIdxIf9;A{6;WUJB#E(ew?H)WSp#cRFu zU+)fet3O546JlFTOOX;94qT!3e(C9=uG{hDxIr&o?CVZlHzr;L+;mwX^ND0w^A%$T z63ksx^(@MHZga&HG4JNWuGw#KfwYq4{-8`Tn2;6`bVL2bV#lG14ALGm2xVIdctsQD zOR8NjTiAMARv`qY>R4Qc@9UCnf~itsyi;_% zKRQ9Xzb|XqY5DVqazE;S(`qxrMCY@ki-|0inv8}wjf8T65b)toA)Ef7y42VfHMyM0 z__7=&{V+m8<#SOZk(0}M#xm18nmaEJCO5+rpV5lli>H)U{31x5Vj(HZWv2FrU+t5v zq&DkH`!kOh4VlwCBlj!*eak!KtiO5PO2cS4z1?b9~OjA%HG_5`R2{|;I&5Q zdnlcYHzy5w3A>%3js%(L#pf@gMrJ2=O*P877a0Nz@`(grhT!#u`qHeZHC*I#Vh;yI zAFk}RfKL6pz?gHY`PSIl-rZ%D4~d0cxP&r6w{Pft+e^T7+<}=V=4FJ4lCZNj`HVtv zdq~W()x$oEj!uQx)l)ASn zyYir2f*`9j!>&?xld1>=AK88Q(lM?eMiyqxcZbwhPxtZGsBaIfy`+6ll|>mxwrg6Q z-MXx%HnO&ePe|qAWS_q)jx`Dk_2jLQw`wW!=7`6=TibwMgFAo4l2f}teIGYlCME&^G#(x)V2#cbb9o%5-3l3<74))4J0*z<7J`Hg@$6#Ht zf*RMGQ*z_4b~UfR#;`8)d4VE&fb@ecnLe<@?}E2w_d@}>Duh>)+?*kS{{ZU%!sl41 z>xf>Pvrk>sU*t8cq&9vuDKwPF1xUJG9<@g8M2rs2h(C#3ubeRP7&cI`(DO|daV2)2 zG9z4+U-K{+AJ(tfc}Gb~;ZGu!EWZ}<%HpmmsFWh22^)ogyFAMvsUldv{WY7Cd{|;` zKKSxfJ4bFfZB9r2dcbtxL%fhlK-<7jaALz6Tc?;0RK1_*ZZd?M=tB;wyYkF7w~S%0 z4lv)`Aq<9)jEA}p3M-n$apf@Z-O2+`=1Jqj16cgM8db{XJU_234W1hH$xh5dY}*|w zCWpkVh({!B<0i5#Y^cd=iMdTP`QlyxI7)UU^pHfGN*wI??eD(-566h} z*o3t|hE~iR=&QQ2FV5NiUY2f;@uM#=DujOSSll&l_*|TkIM(zmqb6Q19#6ih-Q9Ud z?T#!V+4_^TUi$OYe8gH-Hu!pB>sNKwLFI(s9~YK6=v5q*Nvf{k;FY2{xsFtuvo(1l zXGiOqr0#F3CGb;q1w4F2pmW{L#SnB(6`gh|SJwwA$wxa_*14e)(A{4IUfZ+tEs0NM48bji)b$$3qsdqhWUhfdXNIa2Mfem z!hIl=nU?x94WCromG4Ld=!U$~J4O_ax9+32muJm@o;@Mpz7;D6LZH2c0`gaC&20=( z4eH1rc4_x?u%IeQb8eM$HP*FjGV97{RX)@#C{j3?y$SDeHmtbgsiRoQJH5I@lFhpd(6zMBwO1Wt*OITyh(7*bGDgp9kPmDF|O z{t(U$X`|Kcn{!xTf;k3ZQ8k9OJVs@C zn_$zCof9IN1(w6uhQr?u9E3R*kopT9oR#)+-~D0wm7yZjGR?tuD{=Q4F5A7L%%=%2 zk~lo67463a*{XtkMrjg%o5_%8q<;XU5cf9z{YRu1 z(ERTEc1?#w`UYeU1G(nERk@A#bMg3=g!NHo-j=a*c-PzqeeH)Z1&3yM8b;?++JkLu zqp=N^Ii||S_!0s6W18JobefroNql`ROp$(c*qx9w22e(zUqWs%E%V<6NfzUglppmg zlcp?=kQaO7r0*Kd@!-aRsWwcsbyqb<*eixE-w9FOlZ{Ac z|F*FextFy2hv7Iv9R`^N_JS%Y0%v3OA9GeRE2kezOB3@(=YKvn*a?13jP3$7# z{T$$H@qy5Mv#jAhtab#BA8Ht|4!Is4Y#&iZu16_2?)ZX0*rzTf8$ zCh+7`^_RP%9;J@IsvxZkUGsm^?qFr`%a~)h#qL0)qv2$!7zl_xAt0p{YOU1~x#|Na ze^PZnIlm#j9gl*c%J!Ha5WrT{drcrbV>C;UlT4%k(~x?Tnd+hxYq#4BJ=$@3U-JfI zZ}Mj4Qc6e$Vs*LCs@t|r31vvS5Z5GQ6Xdt!GTCms+ORQ`nyPg-xG1h9&n6dj2{uJE z$j%5_XI;nDP^g5x+y4g;z7@=WG==@M$Swfi|Dtfiw~q?E)M)^ZOHU>G3b_+jYs7&W zJ4J2y_K77AwO5jmHDIXr@-bBL6UIw~k2Foo){s6P?KMiW*y|0eX0FB%8v}D<{s_f@ zd+3LW<70U;=8iwkF&pJq5U{*#G?QA}^_{XxI>goN^#=ef2{?JY{8%|5Zf-46q!t;< zCwM;&N?6tkAE2?MHUCteU+HqEImV*75^b1mNq`7@9>72_Vul)lo8`+*W0|$tlF#O{ z*0h!g=mDM3hutLF%~6X0{Z1hO5@HE-*?<|yOuaBMBqUzyf}nwQqLoZncV%NOZ;A8v zc*FT1?ba7PAuI6+`#GCeA;}5qj(1`Z-2C1@c#mx;jn93p2=+H9t7+5v4lLnMe3sWP z>cJ1(H3jd1L-cCuce+lUPS@ddTWhMUACBLu{!tPAq}m{HHo3$ZyZh%Ic~kv>*9T-s zM$H&#HQznX!zDql=a=JWU##&eQ<5h3owoR0WGt@9s*`SQ?TYbKRbS+H(K)et7LH&R zNj<1cu6I*&>c8UrC)7h3CqAZs+InWH6eg}>4{#;5jS=@aB5pb$jl@?c$c^}1V%cNn)e31jND$|ShQ})}?EA}Rhiay> zRn`=xDFQR()->^)W5hZ3PO@@ptk)LAJnb>Lcq0Udo-b{!qg1{-S-VT^EmE3`siE9w zkMKqVv=0x=U0|}g_Aj;jcf?ol->0c0>@CP=QEtU-cx`%a(`ikSpDA%6I%>?OB!kW zvStH$qt-mxkJ6~JGiYOPX2#cxjFS!qY+}?QB*mu*SRRNcK>Yz7T!#!gPmjSSpxftZ?TR2o<8g%FUELQq5tL#Ne66}T4I&AuO)qnw* zZRH&nSS^5^OJepLy3HsWA)xVN6~1`E@+@U~$`i`^_vSJ=|82J&E3pY-*#`}VUhv~f zb2U+&#ME@o19N&vlhV&DY>usszz3_os%SbQ(zx(mX=|LnZJUYpWsH+dVP+k-?mSmN zgnuB}O4mr6lvSzZidgE$hbW2rYMku_pygWdMwlVl+zFFbER+ zbg@TXu=d{`%OqVP=PGJS;|qhU>#8g4!o&>dC!S?=>mlswMBN8#LyX}2=9}tTIV)PG z_?_T|nD!O~@I>)Pb2D-r?s38V$RR zj<(ki{KzuD7*qo}HOk{uZXI}i{ggFh`cFFf7N@iRtF$UR6-ZMNZK-b-ptfPiaH_fW zwlTw|p}d%xreAr0Zhca$*m$h#HSaYxZe%T!_${fUw=$&OoMC>t#R5{7Xt@G|n9Dml z*vormOn=NV2)m@t? zjcI-%$L&>5ztdP~5&eMen+~IjGKZ6ibtxu|Uad2aCd}#yYj6L7Cf`@AgUfR*s^*F6 z0!U5F1Gup55(}>uZJ4quTOLcfB(dAAU?fahu$*!WAd zqdm_468m4~Gfp)hFPOGHj)6Pff-@EMk z{)1+^Ae^KJX>vp9n95(IOV)q#^uu4n1F?qOFKWy8LuYBRix4>BPY1GPr1YZ}c7g9` z)P-@*=Yi>_4b_AjVk>_*CV{ApGWA6!|#&K#+>pN z+>F7(1Vh(7uG_`lcXjve`0rm#L1+MW1v&0vAlPXeQHM4}{_?4eKZ|sur?dO3c*KT!gyG?)>;? zNTKmKQOKT=H+0xM6`r!oKJ`!Bqi5H^TbUmO|EcH|;`b>KPWhX+QlM?cga;XV3sdX;;Tr|LvAM@nnplGciL zzs9X6eD79}aRbbz%3qm>M= z{)%MXN(m}Jz5Xq8>}1A;zONnoW++_v=CDszmsL*N%E}%6u^C)Q(g|7b%Naj<8q{uxq$#+LHTq|Yp$yCr)!zsX zLmKw;+1}2Q(4(;lJ0hi%;(I(bG-S4dT3$s_%inc2^X3XC}y(u~Q3U`tVWsE;b zn@-j*uGcsird(4qjwIGz^BQ5VOdR(K&&D&+Sd5t(+PY^T#&pSdy!Su#kHurVM~=UZ zZ261jG_Wzy#*N3n|e&pLc3a+Vx-gub)4Ntxx~!>L)@J_;5t6g|H$=6lHw@&WB=E#pKI3sBn~!Sdh#-40OvOh zYgMUwG)g7^E_m6|%Q~+hV-iAM?y)`VD^EHZ?A|RHm=okMhZf zEvOmrdtcsCm%8*MYY%?zM9T@PbM?OqQk%C=!YSQ(xn7>lQ0-N?3_syq&e>R_F4F8l z(w%>ZHAmRVT13|BywD-qibuHmBw})4ai!_(`dwyYzge|T>BaAlo%=zw*D%MtD;s+Ohb`6W~Kgt0DIY-CH}%^5UWcL~10Tk+C;ihr3Bn6kr55^j0GY?<>D z|E)>uIWPAG2V#GUL#zrhbt1lc659dQxGv4IncUAErzs1`#;h;6ZUU}j`#$3@L>;)F zFTRBw&Yy*iJHZHesokMrXcy@2vy4?FDYZ{{)`=Evk^Ya(FVr*b6*M)BoVXnV_|6x# z{ zY1pCLfio-5b2n$gM_r}L(4~%p_UL$1`?WeSwr|4CTli-HO3<&TiJLwG!V-SRz5NZo zzwJ5_WpP{|*KYfZiB;zLAb{~zEwj`0gZ27q2HZ-Vrk#buuO=(HzMHN)M#L_>mewl4 zSw+12=z&e=7j3JW7K*Lfbo4~sz6^n7_n&qh!;c3Wccf`v)7l+NW^estozU`DvEEiZ zKjHDI?k#r#Pyg?N7y&N^-!>LKm=QfI^=@7`{AS10K#u`OkD zX@9#C%e#s6u$X%sToAq*o(u!!XZL29j69w8^O*a{h0P;C18qKk?~U1mz-o=PwgPS} z|K7C`^$qRcrLl)XD1-U){2q=>I;=NW7wK0RF8Z4j=(^E!WvwcfBEt+Pu*8XP@M;V1 zPu*~~W<;3Tqx)5~^d!5LByjvmyQ1*%(8vX<_FDmr%{&YrIynEB7Rxs2vNPHXSvsGb zr?E#8N2uCWd=)EE#nNSIclRy1v?cXu2B~6{I@^g8y;fGWwvJ;2w@$^|OSZ@5jFl(5 znN(-^fs+p$MsF2$oyDIiv1Vm$waIcwQR4Q6#^}Z{X{zT z>F=(;X?&tgPxRiLv0FDN_WdjLjM1``*eBH{xym#zet#4L+1h=Wf> zfUj!k?{bkIsYsEO6D+O$MITc48n zB(rcRx^sANy)qTt?j0sQ%CE1>$ zZR2GF7tW!XyFn3l>k-sBJ3(~4d#l9NhxT#h%$Ej# zg{TNvz&>wzzS887}g?uRad4`wZFhIT- zeB&7)PP6&av?rvXtS3Hs>AIpm-)u@9XO*ZquQp#@bfS&HpX|>dLs^DUv;c(RNw2jW zY86au=x;oN5zBwzJvOH9aB9mFh%$DT3SX59VKTwCfjm#Nh>r3{2T0OYja(BWwP#=O zEO{B^71rh#C_iiMt<&|q)%T^k!Ulk)kuCr$5Cq6S?4C_NOlh@S0v8KvQAY91rVHNt zCJjSWXJer6Hg{_>s;D{#xik>X5Z1vgT&A_|cfFkRxjN$RNoGV{v<-leMv~KskE?&_ zb#M0&V@G%d`ncq0?}(ayju%-5130!9j!>5eDXK2pTA#}6p&eDrjw*1c&g1i#CriTt zFMtpexF$j3Kr^WkadpL8J1Pzu9!5N+)|wV*ome`=b<2?W77*V(LHZ&PkYRWK1Je?y zlkyq1QBDJO*~rvurMI^_v2H%SxXPmnPb{PDO?Uuz0#dDXq z)oY&8GQq-T%EHm58cXFzA7MxJr~NbTQD98pVc3tUr>37`g!6O1X1wJ_~x(Z^NMccV3vg(@Z^q=b6p|M`s0}0@u4^)r{RV2Dc zv3p`MGaMilHRmgQ$+f=;DaEwjtr#FA3U}nq`51NlOr$+|60M^ZX4_~WJ&*Ne#{v|Z zYDpn!*C@`H;PmhctjzMjM}d{^R~lkoH`JthkXsFLBH8*a<}z6BU17WzTFt1HP561% zVWHulazpxe*Qm)dMX`sZQ;DtKDVjN+ChSe{Rk(X!2+!(A0^7XpwE6&5QKhw5c4X95 z{hR&jb5aO*BxVe7Gs65mvj|NiF<36Sja=UUwXxSC;%eW_3dBtJD=+G*5@vXnaS2$F zVs-xi5y{w%V|pMJmo{}R~mXwTK{_fEM~49w)|f7LYfm)xYlv)HJOgt zTJu|QcQ5*|$l!5vc=veqL4C5}Px}@Li)efSP|A04GUJGgeW#cV(ry!qlv_o{it|N% zW7(@T#)pzUB-<3K8rqJoa3C-`I$9tpByx%IwBXbX1!TgboY7Aq=`vjt&viAK@5OOb zeFtk03>5#K^MnZv{sCy-`A}dJZ!_6M4T!ihd-#&xG*q-wxt-hhiqmhOA7T^cDPtso z2$*D+^&9*HU~tVmL+{!t3{=RTyfxXPB>ng%(s1GH&zmBw<54jfQ+1EVSHjWYHs|mD z_c3Q|b8*#sKuaIM-E0JvrsV8 z?55~uUY!HH{+DS_<_~thnYCC|x7R_nt|R~{g_@;=SIQfFI%iy}vA9-lEY%q}#(!B| zRn}S@Rb%a1U7mFCLt0IMSukF(w|J%9=BhZ;O_;y0&GI$b`XZ{CK3nx}{ZF)%7~H#4|Hw4FLMCgEeK0?)`ui&L+URiY*-#t$#f*y< ziCusnN&_Gu$5sORZoD_XUYsSiPKq@D)_?HWd)E780B}Bcp&?C9SxIfgTv6nXs}%Xc zQE-O>+W)1|OwW;qb)}!QhOsCSXLY$z5&XDP(yrmU^Kg6ZEa6Dzs3^C+*>CZS5vIb$ za#e@r!PF6)rSrRCLT=q?E220l-Vc6^}Fg^ZMt)4sdqV1At&chS!3D$GrcI~iv%`;N>LUWiA}7RkHuc9Hp^kU^ z2IKq6F!KdHv1A+Ju++8VEk-6AWx&vw8BxpWHlZLChB9Gcx06%GvhI_q^+|d?em%Pb z9-e2=#WnOvL{KgI(|QvY2&Hos}nh+Gm(xvo=6oCl^6DXysCbCal6rvE#xzF3T1k$hL;O?5=$JR@nV((xjl zUOdE|fR-FDSPzz+CGd^u_LMj`f2gVTsGMJ`wGb}}+2B_!StD)4#Izz;|Cd05BF{H! zs0p+AsCPy%9HxaR*#$##>`)JqGEw57 zi!%oj_~LMFkLP1$@CAOV9+HVC*7BMSQ=L9pwN^PEd?S4d4W4Htg@EkjjClel*89g) zxp-Y1Vxz(pC8DY#e`b|e#sP|;dB`vBCvuOEw4P3A#E4tUH)_xU#94uaSyY#^Sz;R# z)5rOl*R{rqy;fq^9CSx*^Zc`2xfx@wD5Z~x9wuR`0o@Z!dKsqqH?+Gu*!x-3R{fSk zgS{j3&DovV{iOFG#mquRL#Gsr32QjRV61TP0ez`Q6@Ozi$EYK+z~Xjwrr-7!rz}V0 zuN)&>#$+OQ2gi(vkv{ZdVd^@TnPTvFPm+=CepoW;vsskAngb1=OB;(hf%r_w#M_qq z7Kd>gd46!H{ldY2^jp>3t*X7F$Hq2T#YaUHhnnn3d`qC9VAaN{G&a5h1~|;mtK0!- z+gD0k5v*U(!FsR12k=c}haIZuUn*XSI(EhH;sNgnfj(*$JfJ9DeFr_*@rG9nYbQ4_ z56D{*w^pXsZ+NR(o~0674f(kN8Htrag}A1I`wZ0x%z+p;xF1J=wEgjr{8@tphbQ@2lFt>!N>@H@5A#5aoy&>khjgCjoJx{BF{Ac2MSu;6{VIG>d;|r)C*eHl?%WRONl|RyWW^ZQ z-%8NRvc5&*j75^HvHfGgZcMly@D&VtnB)eXjv2V5UqZ!IuHS(yDLzadY1ZH$N&+&x zO2sd8;VY-3<`hR^s9tou!NgG6n7a9eemz>T$eypLNmuXf?$&r0j7Cx$?&%9qC-qN(YU}KK!4M3upD|zHYj8{RT^` z$`?%l(}ib@5z%sUm00fsD5NQDEEm4e8>yXLUuZ1~)s@l#|MKLCYw8Q@L_IX(e(Co{ zBe@#M#JJBE{>d`?F!#1U^FIxm$2RFg|3y=?sWV^PmTbN!s3szkhp<4^7s0As=HS@C zSf>42C}ELHSzosnvn+B)E*vcOu}hO5JROVpsD;59JLVj+T3qukydpILwKgfyVzy;D%S`en@_=`)zO|KQ zukyBRDgu*N)I^WKOOmd_C7fCR<;I-UJ|gnLv){i=9-?)(cz(0E*Jt$evH!z|3eEyT z=U}sI#+6TGei6BvO@EqCoQ{{b)MhiDs4iG``kb%1sZMm$OK?!41@{i9y}xB-9v{77&D0^ZPPD{7Q&h+Eyr=r+Kp%wMCLIZ?L+V z>soqJ{XTZ2Tz|7pv4C$89)L&>_LyexTO@x;sPKxR@q1a}_xBRce<)$%OR{p$I!$WI zsxgE?8^piKOa4~5op;xsoRy2p!&V$i^fq|f^_60WI?f_aDCy$4k8V_UYCq-MYhH^b zF>E?JRO_m~C~q-l?NW#m<-W$oW-(_nq?-)uGwUjCDBaiwQk#bA37W;6J3|$!v9 zY+_ap)N#u5FEWHqed03xe5-LwrIb)eb#RFM6v4df^5L0Lw-YozjEM zC*AzjiI4XLSLe1&!pNmiCv6$(9P6SO4}5Oe70}TcF}>JpUTq_){XBnsl$2#t|GVlO zhUuwq@6`{-rRh!x>ebhtFS?bgJ8|{j1)Uq_j}J_0SGlTgs#h5GKJ1gzm0Rqg8DAvO zN%GeMYapU}~W?tWjS_#v2~(@f&~$=!VKHWcV*l z%7C-9GR2(dr)kdPqvni%f3a^PK%JZXcKVvc-dMd8hukzPJtm-+&ce*p}|-R9#lT z-}k`QS-I9V&0VqSZ?}`p^2=X{?zQ6cDTOv%^8i*uYBgm{DC_BbZ8(9}=YuB->+veZ zP@{gayJiLJYx*kx)-aBs_;%}!X^U{}i!X4>4@*xX`Wye_2bnP;YyVpLv#jDfRqq;Q z&`*}H1Plax*QYs~d%}pKkH)&DE6xDvG9{B=s){Fz*5C&*IOzJ=^kp z^QE8>Qdh0KapHhtQk4i{_$I}c<3h@YC<`AmSrYp|N95z}0oQisVURW@9%$I9y?ZN( z0=T)jdc^-SKBZDba*$XS>cM_SH%Xp&**yHisvFq{p!+M{?L?q+%(=MZThJLqrQW&b z`9iiv+?Q7^{&`okxR%mIJ*qsDKGe9TL}~hwsCn66#BQ(f%HdnOnX`n+*_-b08U%}^D<0H}s)_f5`uPd$<@eF( zk>xX;9zJv^6tTbx^#cb1CGA*1>H7m#seOjV#<9keiPl#BpNKP&)=FN~tiqNa2RDq1 zvtre=8g4&tytz-7nm0VqGHzXvvWog3OTRWPE)SxD_>F#Bx+|aaKk7WhX@{iO}@$&bd;Z>nm@C0X8?GBd%c z<-YiL!OcHyM*Eo<;?cuNrD~DE4f{6D91=SUc2{ z8th{pZ?m&Jc~TwgA}X)E62hqx8kO+W8B~1kZ4_7mFmuckXqIVq>D#IAV}jW7^L&Xfzd`XRrEY$C#t)-*C41MW?uN@iqx`3>QZLf&%0-)dyNamDKQh9j$HUl|9^_A zr0;G0NJZ}Y9a@dXAW9kZq}NVO8u*NLyf1c)ga)%AcXg&+kw!Ki6OKhG)@)682=WE4 zbU$DA-*$TxL#aD{;Dk|rJgZK9JT>PZDJ9lylTewIJ@q5~A-fV?{mm3}iR#C;@ySS+ zfORD$yJo!tt{f<^MWqeNjcsY5PDaFo4xXTF#}b`bCX5 zX}rZdbT>EwsP`OuG_<(JQ@G_KSkqMU>wO;6q1_N z^ZV|PQ`?oRb=mg+Jldb1NtU&cb-Rl)JR*8In2vXe+c9q?S(T0JYlF-)>{$03SIa;$ z9{yE4T6ClB)K9@;j^>q?H`_74eZ7g_ktY3wIl@p`I@GCl7^Pp(FMg6Jk@sas3hpC9iS*uptfSNN&i&CBAl^ga@k)F9hE zY7n=U3isofIrZA=d{wpG?V?b(QO{mz5eNO8Ph-Uu1K%0(96jR?*=?(Iw-7B6n4Y5hMo59^Z~_H8K`hY75Hio6N-^>{c`2@o3}BcRZaV5 zK9_ih7jMHa0;>~06A&`kdg1?`puJE>98wOa*ll5&ETbM)?)XKpQ^+&q-0FQba$%Op zB&J&JL}yJ?@vJ_h1<(z^pT0E1Sv)HKkL@u!<2KX7!iKSGuJ?pbOO~das-7XDMxcb7 z)a^-bzTy8O%?nm2#>x=REA|&<$u7zdxdjd;@$xa}FLJS;!|bUnV^Z&p)|8k-6{{`j zrY$GZYIByW>-)P&AIIH)0_3eBZE`>KqQ1VtSY0BuS>s9spHSrQEBM;YdRwK*!=c8TYD2G#gQTM< z7x9+Lw<{P~t38!$RqH5uhTuiu0;|~Y8{1I1;}ZV0b-S&ZyyYjfp|;RD-`Cf6ewwWL z)(iqC$R6X&fzc-5LTEoPbWoO!RG;X5Kg}HlT|~cgwp(o@PikXp6UR%Z!JI{mbIq|D z13VQ@7)%r0Sk}sfqJEcMvXe-H?RQ}ul`u9-ZYr0j75k_;z#|`XSaZ`T?3F_{h1hZJ$D#M5!e zbXp$cX`MNoZ23x9vI{)xBClHy(U=ou1)9Q=qBX}uj=qW^6nZ~}MN-z=?j@?SF@vLQLU^CB|)fPa#U37FQ??2ZUJ zet94Y4b^slTe+Y^rz_ttXZ{Y zYZE7hrw2A!H5?We*gY*7TjA}jOR?yjH%O1e7XX3lyWJkyG~PZDFsoCRUJ8T9vPF)$ zO>*yW7AgOAgab~sIE=bf;;eTEF1#ZM1IjQRqg2`k<~8lWmLu-Y-y>-JIQM5JtX*N6 zjj~AT;6utzg^V5a9aP;VSYi))qaCz07|>W4)GAoMijvB#enYkQ%BR+ed2Q@wtSRr; ztN5nFI$$z9wNq0?l>Yxx)=X}bkcFq^&HkE`9d;deUt6E&UTd`AXPH;7Df7jA{FY8~ zozN>+y!TLEV_omVQ2D)0qy$bd9^08GH$POA^6oOPbz+WD=4{a^r4zmj;_I#fz1G!D z>4^YIkky!_u^80PPO7tM(#o_O^|6D_7I%)p*X7Bn0dorI5;*u0n3c{*k*PZAvEys;cE(vi%Kd4Cdz831D_v+S*c!s0&X{ zzWQ9FoT}YsV;4W@uTFD)B*aA8TnzJc$(|u#c?cp5SUD$6atm1dlN;s}pFEn}7`$Pd zC}o)>yCB5w(?rdGBm`>4ZG=mih8AfKc5r=Rf!b#pOvu*p39WlvUyrjF_mKF0+nJZ2 zirY(tfvc%wbVe@rQE(GLl`*j(DlJ50RNk@6(k0@L`ERT4db!Z(#Xhvm`jUy~@rX~$ zAeZ|!0f!2AZ7;rbbD^}QU9|O(^{bg|Vvl&a|B}!wD&OD7Ugc}NKKxd7^^~YNVrb5T zH~q{j_jdhpSGjn3uzriERS;wA#3}Ie4)ypyb@-E^dE(Y3XVJ~wPzn$WS?JGwIw=Lr zqFT`+@fDeztNlh?CLmX;Yim0%Ftmq-MYz+Q>F_~>;H_-(#<7Gt4<^bR3BkbYq%P9# zzb_JLNEfxT19kJ?#+zSwQ$UM?cUPaLFWi}%@foL8C{2BA0|n#0lrvLtW=9@A?63{g zv{<$IckJTaAKyGpr(;P;)IlK6H{mTNWYQE+0e&07z7m&0;ixpdrnKf%L_z3Y8lF$p zN8*Mx^Q0`{zl zY*qB{f-@u3RaYJwTnuX6r)es=Kpx*@Un~9f*hyqH5FR8SLLY|82jhxZ40fdL`bJ)z zXv?)2?R$ALUzs{wBAsf}uQIe6b4I4CsTqH6%$zzSK@`EUW>B`oSPKjo9IrJPzY}`;qkHwXA>zeD9s5#^m_>aKl~s(W0h-^M zsW)$k5H|fNF>%g?5maoA3InV9J4nLb*Rr_&F7rU&WUU3~up%z;Vqlvf+1dFionK7u zN3G-cEu31OkbsRAMKp?xL@%|DcOgH0o=Ddv4u@t+vaD{a3RqoXln$g~ZG$H2-5=qL z$Y=fN!x~cK|Al0}y<)eUwg1I0l-x#Xs$rj!p3w|SonH-o2|QD&0Ut6(ggK|e}AW= z<{O*J+t%|@CGGd;P*Eeqs0kGX9?_`P0+X6N?b)m+?6r#MMB7bwXy?4_3q$RUGIs`Q zB1P^$W3`9BJ4=Q&H>VS$KaU@d>;LH7w>P&%Jx2CHC^Cc1A4>IcMUq&^n4n5n24iqGrdF3X-cBlur zzY`b7vyv|#%Bd@Zqc4;`#5>>k<1BO5DQvLgW};IjwLIkf8kn2O-Jm^mYf<9N(~KhK z>v}hKisc6SXUa`8o*VMh|54|>X*tmW>7%NsfK{}vbRqzmHY^+xbAlap`$a3^-m~7G zep43elP;`IPq>XgXW5-SP3D!P8jVF~Ixb51vV4*KfsJO;BW!!ms8bXiO#o+|%uDUx z@5K^-P#>Mw@IGCju`3~OS)iaChkaM1L+l~A}CeMiBoaZ4mb&a zPV;z_K(4@Y0;JpuJQPh-Ja~i{rJZdoF^`n}EHYO%6rCQRt;3eU*^9qT(NJTAu&n#_ zMxFDKxIQL{#K>vd>4sHay?(DD5^F0|=ee%*^LHp=hSLpQ1Z|N_csWg}rhZ?+8Erjb zNB30jfN>Q_%J*c%dRXg0Qlxu@+8MVAXe~W{aT%jtrJ^1*w+JgmA?rRgM?`t3DW$NO zQ@~0$JbU^EliHXW=IAntTOg9whKao(Hrk<`c!xCDF_ z851t*P#Fpw5M#;E3Y(xj6M%V8*yxyC%U+#z^1eb;Mzhv#WgE85HX${y$Z!_sSShad zCU9qxe)!^G0R4OI7ilLok>`CH3Sv%0sGJ|Ql;eaI!O=^tPI`mVm{uWd7a6H{JYLIV z@EUx6<@)@3-zB==_yFJ3&&}7DdS91MEFq_!k-^6Wy&0H5V`b_u<`lVUe1lKe`3r`r z`>t&d=3j<(s>Jp3hVY`h zW4*>@yg%l9`CB3I?{-nvyTx$?v`l2Q96FOe3Hv$pjwK@yiP>+yU=b$xqv zeM#bEpg@3gK|^RjK@ZgzQccTeWC`=bwH&ph_Ur)WT+ctF&(x46_J-OF<(`U&JGB}V zf8Z`x!*@%>7{zK{<$`nqIa+O6$OXH^Qr9(A^8HXQN6IFe1I8vKm1PdAt9&qgA*Vyy zkcC~LcZ~au6?1J`AH_fDulP?MMmon92x|;#dsnrE7neX!%V`sWZU{*iVyh&SU+kdJ zd?H@?PX}v%AIGqMU{ToM{lr>H##un;qgGR^f%^cZ5!+!T5J=nAR}Ir>cbQij`>jff zPKIz8HHx@A-hkl@Z4vP?hG1p{!5C&}x$wAAmY%A9!24s>h#1SJ*K2LU>^{x(o!Fy? zKs_AVUgVrZ)PRD77aE?aOnuC|WKCMiI$Ij* z6PB|wQ!=zZPuEjX<#{Z|LwpA9#QZCvjKDEZ(q2!Awm0_O)qG~wHf=|6v3L`K2et| zs+=S@8s9{fn1-`tnn3E+&$a6n!}Ta>L10*}DEZ~sD}Uz*%VW$ZWJJcfOM$8o ziQDe4IUgZwsg+t*qPl7Q6Z?R#x8rSp=S{=$EJh64B=*~PjV={>C&AnG=c9h8(@&*S zgN|xbtrXqsxgDzOarQ4bAyoCJlzQGm-;>NDm9ILP-XCYOll3R-VE-cA3S+;zc{cXi zD7W)9d;j(iCYji+A7ig>H@9um@uCf{8@0pTu^-RDOTm1IW*_JAS#c0QiQ9@@fBOn1 z!z+nX-ds51nM3~t>fn9+yTS;??LOCuz&r zkZ>TQ-+kgoE+^Nm5Q%j>`9h54g*vp-K1Py zgJr``KL-Cu#12y)S234yOwD?wA+&eMRF|9Mdwwzw;;p;^;rM(jHB#UVl-)-sw_W3_ z-8<{$`b)X3wjZU&za z^E2&0WB0>zmp?ym5S3x~fi_iZP1n6lHDJi{g{(+Z)-O_N|Gq+=?j!A~7TON%=>Ws0 zJ51(|SEcAH#S=TTJ&|x2e<7_^v|IM)rew!f`r_+e-Tn26I!_Ax-kv%ItLq180vGKq z?rIH_?Boy6(=KIP+dA;if?uy@Xd=DAA;DouPH*bn3|dHr=Z}r87RY}0a;S4XljPI5L}NEdTR_^WCP+8+#!<%mq8%m0(kIty z%mZ0flIyIOQh#m`@RQ?sW9G{me`(Zx__KoB`YlE9&o$WSz1sh|;+Uvt-YOC99h?@OJG>X;c-W4Dw&*Nv069~O7* z^sZTHS-g{w(04st|2`p2d;ZuNM+DMwU5XyorQVTLA0ywZE|MSiV@nug>gj5c7|jE3T~pA1&L_)$y}}&I zJfvWJ{g>|6OLkT0+E6dydB*X779{9jC5}5w4>1)M1F6-{7c0!JJ3yp{2$B5;+$fEa zHjn#`?nRP)MvQK&Ho2;2do1l`&+Nnba7i_LJ+S28*K`mv--x#*-z$3395i3&ypkn4 z8qFa(jT*74g+R`?kt=}HJhoCo2;H-+{S(-weq@CCVx9Kl3kI&)DjY6-eze>?o5&j&Zq_^3m z&M+uSG3suJVix#_jP`;h4+yR5OZ_=F!Xj+TtGvY+N8L&^N(#7T8Jr)gWRu&5uGp^9 z7`9cc3%I^Me91SB^-Tje*q2r8Y3 z@!1k%BgyN9jF5FLa>=;mn~}8#kZl6x@k`gH5q?B8yC^RzsNc-A`p4!mW9Q#wVxy7I z?6)KvYC|xNK!&3YjPMQXQ#bhEbpAib)A2K>?S1Ohw9wfa#@pOYlrF;J5ra%{Oz-~6 z{5RazcsBJ1w7XC)Et!!->pp9|R;WL|U7o~kru|H|zWzaWP5)`YX~RYB^W_H!k?I%` zC32TLM_23xG`&HYUb$@en2z?^%!JkW+6aM~W2!aSC|f-J1Zj-p0_nA0Rd}Mka`Muo zF!ddloq@ANMMnbio!o>MmC!OUY(ZJ2cBxwp4=JM zTP{Qqa?N&jc`S487vhpFgM6>wh=`%B3#mVU+n7D~4q5E@HH!^mId>N8n;CStx~qbx zqOtdTMDr^VgvI2Om0=(_${P_Xo(^0TUv z6kF|0n?om+-OgH^tv+~m$bM6S-D`SRcv;D*HSAp@K5|>XhM5<$y{z`Cd45Ai zH-d77_AryVRfY=sc~Qi%uZkLJ0rXALF`1)E2g_8njjaJFt|HU_WoWp3!NL~qmWIB} zitV9{eIzd}wCaH5Ufe(UD3Jn#=k5(d#2-Vi}_!h z-}p=OrWumM?AUwx%`>-+BNub0wh|Ji-AZURP%9Z?ytE+7MXS-VdGtw}RBN55`#kYW zW|hem8yEMj3XaLH(P!eNG5qSMT|h1__V4 z$(`x!u8hlR@tgBj60y7=Y4}{sW5tNe+cbij`Yb>;!=NOnbS&gr(hq0-67=>gX*~v$bcia;UT7eI!M>Rx-XAb|U?YGn~If zrmJq=8?oIIZQ3;~bVMc(ABG~>_;E0?f+*1KMCeTyMebyEV6Yb%ti2p86E7P*=r6VD zF^1AtSC3Vz!d)uoL9K~%08bZon5Ypfhu%NjG84h&a(;1cSPpa?ot8h4sg=9By#0R! z@P>{>JV&PYF-&t5Od;p6U_yU%k9qmkMeFSclleVRSWXr>)1KtMWOoirg(1l1{oyl`O%(e6%*W*co*I%qa+})YNqg(bonbU*;V5 zaao1hELSket;bPd64VU>-f>c8RGmw5Pe^|;;`4byxk4OcZj_yB{l7MTew-uxju1_t zfmb)C3$w@RH!mFp4t4rQR085pmYkPE;Z1=H`WX6S1nx- z|0nSxT*u4u7)x2F3{r7<`n==kGMqSmk)XJyI_Bv@Dg*1hS9j_!K_`*&W3%7)?pQc4 z*6eJk;F!c>NqEPsSK?!!BxV>nsQc@lpu&d&8xi6*6TdvvNPZWkMZT)uvP7_qz_ zMr*|W4CyFy@geUK%hTXpIIxmXDf600>SR?X&`kZY)Mvf#0mZs9ZmHgti2cE*vADlv zBhAWm72g+S2gsq7QXWg#&$MTg@T$YXq^)V<2OupmSafcJ zL>0&$C{_2pOMW*td4MMj<>y9!mYvF6X*GW?dM41?M_68528$2d)VUOCWv}sM0$Lr) z!4MtwSx)OQC?~l8an2g%{wKdx;~)SJZgJPruwV|l?0NUeQ+WK5S%&*YjW8ZueSG}j zKK<$w8hsqH3j%zM)ZdpdzAq|F-0Qp#{6Aa(6_2!SIL=cUpUAN_^J>9FPSMXKmING&Yj`#po_21;|LhW zOH6W(6*U%gbK!4|H5H=*E}7cn1!pcvkQs$wmxdRK*%ElKWLfr7_?CzGuy* zw!_PHqn=06k7tUsRY>f|ZXs7FBYH@&UZB~60N$FrT>;m9JUj!wtv4?Vd>)m>tk=bb zAZ#!h2ETdW1ym7PDoR6`e@nTkkkoTq_qS znPRCtoFEr0>j{+;m!t`es-;m{aOQ9l2~kV}Z8g3zN^sDwvi(gWSE7&G0x#tS>EU=~ zKyU5*V5y7~w2C9SFb;@%KhSvo87wwz(Y_)z-@ zaaIuz>VxIZE6A9AJT(#|A+J}%l!DL|?IfxxO!8;qFO<3eqzRKZUPvmAS%2lmScjpl zQBix2uGKe$V~G2lojOB--q-I)2e`_|RkLOD#Q}BU~df&qMdJ`BhO@ z?s>E9bx+SxMkktAb!?%d3IH{wIKiPzjN$#B>s#MU`zTdcvpk2nCJGyuP_}0wQV19^ zBIhMB$$#iZfg@7_G1&Irv>3D0(ih3Ky{j}~ieDP53H=#l6kjuC(4Q#ku9yW0tyyd# z!4Es!i#!!v%4}mue&YeTcg`1=_N#w0*B+ZPWBIh%IQK#B^B8`xf8Q)@VTsrok(C)^ z-eZ!yPo#9OqAz<%KJDq4LRB`XCmSnmGR(R4+d*qm$heQyc3HUevfMHISHS>ur@2_+Ayu-+0+uzEMxEM%9h5`272?M~G8C-` zpU5JQoya2!jsYt>88mSev8+gFjb)pRZVP+^Yo*0LayIbUr?^>t4z1aOp3WM%AV2h! zk@M=XbJDvMH&swWe}%O+1^zW@Rbg9^UV5>&P%Ku+bu2!iuSMU4JhV0B5QSW zG7#mE2~_>&9EbT|e&wOsjy=^CE0pngW5qw;bf=~guvFv}fr*575qBu8^5s6RR2yRVwk^ zHO;vUpF4<_lI>*??!91vMK46sCgp`af+!u0lO*W63;P5|Ce9B7MyQ*ghvBB%(cc#i zu@`U{alqfDE56~&1@8{qzC&e7XPYKBt|D(vlaC^ zg}Lz;e`x$evrnOcedvk{XRXEWWg)*y!s~d0^*io_K<#4$12zUB%?vg8{q%#*q`U&v z)~QM(-O5)b^r%;N;tq;hg^kO@&h5mjmH=%jju1$cgDpjv*D@`4h}V4@8sw0lTDQ!D zWb0N0((QFmbig0J(X~ybmEp0W@MtLi)V&l-?!-wY-E+uuRm2D8T9Z1NPj29rxRVos zB2#_ny6z^j7U5Z*I0$_n4sd>W6W|qOIMu~i=v zK87x<1VebFO$rw%i{tN%Egv~29Zc{|V~y=e$i3ClJy(`66I~9*yPJt`Dg@3&Ma?2U z)cw`{Chp?VvZYtEoaK9W)SB6v(O~^EHcqZ_(LS0uyc}&oE_3X%N3o`?U#Yt_gt&!J zYbP=?kB#`vb=bBBK2 zeSfY^+&2nZjA&=3W3aD^bzj^fTo@$AVT13eO6|cYZWb7kwSaDGta%F=eKN*7y%8Hr zOO?@?RvO0$&pV^;?!^_Z=)$8+j2bQV1|v$={a}A%^z^VYl&G68i5}p3C8+bM71 zENE9WkfEhBd`q>Nua|P@7aL34HKeXyR*{-BMtf1Vq&NC3vCI4TmsD)?gzZW6R^liC z+W>o%pA&HYkX>qrtqD8S{m*blmDw5M-6yC2XwcqV!q13)m0M9sgdo)~GG-hK9~>fB z_|`|KIkZ207PfQsN3RcaBNKlP3t4=)C*)-_tbUjV+z(sr#NDEj`N4D=gcxIh7t6jI zOW6RN;A$Yws;k(;yN1hbFU!|EsvXrk;N#kH2TFp#Phz*`VOUPY2Yh(G_r1_FK`T!X zOV3(QtZ;vbtVE~x*KeuZ^Q?g4rYL>G0SMmkfDh!JJhq>TRxNbQAdR0wc39FZvRWBl z7jq|CqT3>2kLK}9!Qo7TC5HgV>=dVWiRP`aRr&k?lzp?(Jja@9Hg=>eO`g~_67GeB zWtU!$da9BYVkqR`Pi3jXXRn;pS?$NHh?D@f5q!cv4cg1*`9yWz*i+=+$00Kl>l;W> zt%1X38@D@{g(C0oOFI!>!Os9-Di(NHUlEoR6zStcu|yD47!tVq`CxyB;A)Z@+MhX~q&IjUFL3<8aH9Y4aO=f=l9Xg}+`(1EkK zOkXvai@~Y5oTKvO)~o#S`lb}r;2CYipq37-+BqlGO1H{lwhG4UCFh?OBtJgWVD_wH zE1Y_K8^?M-Dq@iK02bdN>#DA^{JFT_mz`DXzU}s^S1kf9 zicu70eNSU0l-x?EVw*f#V)R9RnmO^+3s8b;~fbyjA$6t{1;*mic}eIrykiV!m)jO5K07ia|tXQb9T0Ye!RH7Qyl z->a|tXu|YaJEJJCXl(Bmxq~#1kZll`A=jb32%)>oNjemy(`*E^e z!`PfT;MH*7F4NJELm=3aqq~U>3ENYNEjr*R+2I{Qs5`dzi&1zg1Xs8QU0yHQq>VJLR?ignO)_Yt>R^p=pm(Z^edZ#VVqna@9r_0e?@a1GIHAx6rzJL6;mKi zF4PR>=IleB@261c;{IBz-lg9wx5T_E>O6UmS8Z#fK6{XoQScoDksCY%YRXjio7-N; zI@q>}STo(4h%Y4;fm@v8bo)xei<$}l`XkW#X;UMEF;#$wqYO6aqz$gMHENPI3-!?) zUfChp**j8P%v^HU>c)#20}Xq`1s>^f9csP#rvFZs-TxJ5P zDD#b--EAelMLn}g*PswY>;5x5-Kex;b-a#rdCuAwhsM+1#<$YL+YG2dKp zAt{l6{7AaAPMeWSpH*_akkQhSY)439~KhWrxxdrUbn}S zFeeUpgJu9As==<0w_59F-0;>N^A5(luW+*}vsnSU6^R^H@A8126-w9Q-Y%;t9I82B z=hafV&RAomq^VRq-^lmHenBB&W|Nu?J;rVPYlEiQ2+UCbw+p9F49JLC#aA`v|ADe1 zVMn~LqTVeZXANGM*|VP2ts+yi#$-;&efyPc{|dm9ID*dk`TUH`dG3Z7SBcGAeUo|t zKL2U?XF*X~K~sd^P}sTN0CcWqV$pJY6V3W>pZi;b^Rqu`)@O!VSIw`=R@|(~4~_CE z)IKkf2OePkn%2JQQS2y=1zRD*sR^WH4h1>HWvPB;XVJq+-8wRxt+pw-fyY&pIN0Sw zo##!UeJW0IrOq2}6k#Tk6m?Br43A8W)@|_U^e?+mX3IN&Z^VjgQiego1g8{3jTW(4 zR1_K9x*kyM2+ht+>85q7a%W~5FYOSy8KBk$9VaZ08ak!7?WXV}@aE7EiKHt|Z2v93 z|AYl=cL-LZ{sRiLTRgU3sdD3I{v}g21VPt?|Fa+iYoos!@*6De0jZDmud>%Na2?>C zIj*6Rzh#E9tFQYw?#S;mV`DTx^9W|eFc&C1nK!F>Nr&@g#Bz_Zo4v$w)C}haFlk+% z6z8jnNdh0i7!M>6EdX1yPjmGzuZUntL`GQOhT?S)-*c?4d(BC&{_et@!{&u!Fz9Fe z-Yf)2hE2VXlzEdG5h-Uo#JnA|K%(Y44zKRq} zMP|MtW+F&2wMhNGtylP967E_feR@-5w_;j8Io_@Qj&_=X zY#c)Hj8S4BrvQHFtPbV5aW^^rJ+CLh>fM?zZhrH=SACygxlZ+%JwJd*GGZd( zbgJUv7R3&nl|Lw{{b#{~9@5(Np9Sti-rP4o6ihwm?fj&sXAI=t-WoA4ugZ+3^@e@q zR{#0&x1C?Q?apYqmt;NJT|ZbgXh%f>n%v<0wOvy>^hQT%!wJ5bx#h+9k!b5Reetv6 zsXE-^M7PQaAH|lae#NRxKAFA0xU@-Ln8<3dK1{Jr-NdiiO-svt?|L|#-+hBc%=-<_ z6;}k!XU#dPqR5-+8V|CYqbRIH6?(I11K-<$b}4ad{-#deQyzXdW4fc_P#l@M=<(e8 zuYLZbjjw$E-ZQf6a%M|aPuon>G*0mPsGja-Sdu1a~|c z+Bgx+*T&ej$fk53k%n5YZ>ykPj>yt|kiuI0&GF063qL%U?M|Lmqk6G2tenv@Zpm17 zYoIN&;ZbW#>Wr4F=P93DZKvL-Yn(q`(-U(+*fQXXqzS_h-dfFQy+|AM%AS*6FLqDiT-*eq?pKNql>-YB4owsGYM9-`#Gx zIsQ(CnU&w~Hs$5x!T zdY1j2BE-Zv(a+}5qFb(ck+<(v$=E;l>VMxJG<2=rQIQfqh|ggo4q;zqC?5TXyeN-1 zj$kQuF*4I%HLM)R;N$1$lOb_zP!OYOZ?HKY(zn=mAYbt$uEFW7{dK$Mt-JfSm(|5v z#1|6BnM5x7o2c`4k$8fa%>FQfBAk=^m%QCr&DA4oumLMM%ZDw)dv70!yk}4EL~qax zj)elM1{+?^p=+PiihTtd(dU|-Pj`&^o;-!4?hg?=CBg>!0j2TJvPb8&2e#Q*E$PW0 zbQIXb603Gj7_2d9gX;-lLO?SQYQ9nysm_ej6tSdrO+jedSgoOQ*ecj*W!Xdy2!lcG zy{&nW(&9hBwv=9dB;gReIr2;qJtx9RNkeV5yzBDGfnwza%alOjOna_iz6+5(xCr7= zV749#=W6IguG-i`(tAbU{1jsobwh@I-) zO(*u$CdkCb9NJ>hY2sd&mp7+ldFUzcAg8kYigueWb`PXe5bbDP^9hOP(cJi-#fqp= z_R^EO4JY7)fNJU3t81?^COR$!gpa4O0V~ zXJ}j0mgr7~7X-t-C;UqgRbrw7AiH2lD-$gK^nfXVzO3J()*0`;XUrrGtQ7^_bUF+i~L2hPxoAs zYleVVUnEQ5ndrbt?kS>s0F>cVy=)4hU$tE*#%tnt{?3?g>6^^X;B+z-qUsBgjh{9(%Tqch?YSMcLma{%mK<~(@P=UnIY9`S zLoZ-rx)o1acO`eG!QHJ`Q7&Tcg^wpxb>e88M+YM5*p~G1cuPvPhl3H_(ga==UX)m7 z_%OAPF|p>JW>@R0q8GyT@6*@#m!Kljwc=#Ki+cEl)Cdry4wvEWk(MoyzU-zx$@W0O zDccQpt8QDCqCq8be%mQ{Hrt^b#r>lE8-QA~7Q94o=mze>*ynYR#d@bg0)1t(v3W%k zG%v;N+imXP3gHHO<2j{+I8fC;&C*$lz=bisY|<@f!@E?)rFBG@s!|OCY*!S<4i5Q< zd4MSjS&jox{|3!VOZ(#Xy7%i{)G)Fd<$_hC%(_?$I(d@}_fIPpN(6E|)1$29uhM`i zQ`v@%%nZfxO5Nw8c7|+&`do}=VUGU~_42)X`#Z)5N=xA)MI8^nxbzW3%SZ}Bf@_ z-eQMJSq$1RSFc#Psk|d>NcNzi+~7V(qx`(q@Ki zqw>r05Wgk8F(NmF=u=0YaW;S~FnWCS^0V?EA$mB>PXKS4FD=U`AyT<6g3=DQDD{b8Y?DVks z2zWGVTgOQZpXw-@W2%BROi2*}>=dytMxca{P@AFeAshyTO*;X8!Qh-PVYm76WaGmSy}l_ArP~^k7kiZ(~5%rTL)Gg2$Hm zbJw+>40+^lZp0|`FZ7?^oAaX>jUkCFk31}U`SxJks3TJ&)8>dWs#2;SYq4nZQtygW zXS;1-#y{AQi*WN7xu=j5L%nLc|6+1N#$3LPy(oaWn7gh*vA5{Q@VkAQ%B8d=v)z_A(FO&gFtflPkfPCa^0pnB&3W3kG3E6ciChZYhci5~~ z#;M;Ps#&!*L2_waHsu#<=Atu&2OBL#XyAc@K`Wd-@tHZ@#!VR~W5>h=hpMd zv_{9Nko8+UV!sm145uZsfU;U*mx_h;0GaA0ZAw?$jY{`wVrA$*3u+nbH3!o;DH~dk zPWd6kb>(UMBjADanQvI?nfj-Bry3o|V2kKd8I}E|)QcXUnK&S+K9_Xuj#VdsM1)yy z74F9Vmx<&2wur3G)XI6|_z)Sfz&S58h}9&I(QPU_7bCFgnlKv24lG4HCB*~_zAV`k_1?Pia^+6_jB74r3vh(88e5uJ0<8JT<*vV>mCBY4q;B7~az`bkSyaKW!CB*ga5g`OPvt&514*?mxxnJ#7I^3i}pnO4-v- zO(r%+*(qpOHT(5aBiEJAMfh#>F^D@z-j-R53+i&%IvmK*${35C6sx!sY-&1dxfLCm==6^j#6&(>l z=_IYzc7yWjwM>C$?>`HII7tJ4yS#V-%jH22$|8tS%MG>^ZJ>v)r$VGS#j~023Ybka zyzc)g>ILy!2Al@Xxw5##9dRpJn8>l*dZWQ~y~%WcN-4zrhhDxUAG1HK3C?7OS~fn5 zn>dVp5x)?O1gJmEXZ2gtau?JoV28NkvrTy_219HN@-G+0R3%V%obZAn9b;QvTvH*q&p|h<3;A#qbaRyC4fJ1rd8eww>)=)kRv@+L{)`sgM8p zqhZCTyz2S77s5C-8$nsHGQm@YkA!Qvzc0CQxxe^5p|g}DOPGz(Fo5}fS&s69kv(7U z>SB8^bt<~0XP`~5)l<~&VJhRUb2M(Nd;wq7_= zH6*f(MyNAJ4+SJ*zrFv?UBG-YsI3$%*L?CF8Ed`e{t#5EohJ?K1A zr>^3zC~GSU+)P_+r>`o`IAV6e1;QzOD7*|**h=0(M_1ivNPkxjEitmm~JS3n<*n7gZh)u~8DK>35Ub+Ql1|;dn+msefoO#|M zHT?jm(A!3r3<#6UyymTcR~UY$EmRz#S=iGQ-RgkSm_a?(!P5Qc?}zk0yw6JY9h> zbz|w`CAjH~G~cvf*e|IdcdNS0Y$YDTf|zgPT+~ZCc+fu@Ci{ZQfbbKqbv>{{c$YH& zS+J<^Pu)VLI2PG7)^(_tfFxN@x2eKd`TfoSwqNYnYzeyznG|#4V~7aF`{6OqPzjRL z$(y>5hI4ZUng93W#Up&i+|4_4AG5B+CCwV4l z7sn~sAy$oa9Zx?YwqdH`9rDIEwHp;~hgvL5O&RYJek{$#n_npZ$NsKEi1Gz#U~WT$ z1OZ0iV3R`(Q5=AXefDV9=iJZs$-IyC$}?hY9PW{)_8xag9QrfZyJ{uTdD<}qI)@ij zR4w{VP?A}Oqem;@&xlD~h;F7h+7)I{v}TLhP-jsj>wnQz?un+01asjyf+I{Ck^yKW zy1#ut!ggam`5A5k>rWk{ytG7lve}cfcAZb)OmR5@haN;!_92uTj8a412k>yhU#uTt z`bYhiSh#SkTplXdN#@N`tLggCHkD&itl@iM^X`JbN(J_T5_#CUD01ds1B+cM5D~s< z0ZB`4w{bshIs0qGLlg{!9Sksr9ncg4#~C1p%(^Bj3W+IJur(&)b)f|7p|CZ?d4fLi zfnRa#<59dnu@tpPpAl1G4o&Y7%THL^Zd44WDhB6k&8$2WgUPGX!~B;Fy{hO%k_)BN z+L{(Oiy54W;SYO3dvtz3@y?5pV%tS6Gx0CU=t&1%OGO!m=!$j&VM#JQ0b5Qh{#ACe zGCJQjSwQ&hlV?v59#pbgoc;yP@SEsavr~AH-LOtTF*aB~DDmuHw0HBgD`xr&a^2AX z+BPYL+Twium^-mj98){C1qKG6SY-to1+3 zdLr~syJ3n=OuNeSC}oX5i2ijGeA%-5nj`68k1KZ}PaH3ri}JmJ3kc0^Nb{7A9+p7= z1ue)6D*1_ezgUCN4tKf%3++0f++3dH5B`}Zdvs#P>40gsm2=xk&6A)BZ1viEK;A&L zAf9Sg*g(2F;L``OZ$5s&=7fKldBmJ8b^kGCBW7VsRwn8SrVvns;^I71C}~6Z6Cb@d z7~danWKWCDP`Z^|oQYpH>Qa;GB&V&mziZD2eTj>1>WnxC$A1=F=h)S*t*h?V`|_Ip zrJm2#-^9?P$9IHG8jW-irxMK$LH$b^P$7}80Gw109zQFbSGo7hbe{ySc-beUyL`WI z;&WE70Vh17+3RIDy9RBiOhokzV&kMzL#UBxZ@^F;{j%}y4%`2*uyPymy@uEFFW$bG zn4B?cY!usdi02sFu?<~%TnR)i(9P`xCpZ?7_0!Hti#R0GlC8Cj#jp1UsgHIvs-ZAa z+D`FtIWJ#;uo6iKx>*Wi$z5`Q_F<Tyrvn|^&{qN*Sev`8I~2$Nu8FxP-VMLChgRckRM$_7 zVXTN)BwrMdb-r5tKjmVpDMvouTN=Ck&4llUB_3e~2oVeWWB3QM*SV#LzO0w!e-19` z(5zRJF0n&T6CsM7rp_ENn|D*KKe<=U$vPMDLkV}?2;*4OxXpfgjK$?+(UJ*v84l&G zxqJW=6aX@id#IJWy7GKF@%T1Ubi{IZOe|ZZ5mx$9Ir6sLG~f}%yq&00!k0~?f^lr_ zzx_LeXtl}m?n8DI;@X!w5x3-kx3zj{OVH~~WF1l7+yO}gVy~e}o>hr@T}a>elY=37 z@$(qI5nv1)Sar+RSfsW}URmNY=b}xb4l)PuvLlu=m`yT#<+*f^{8YPqW$_*U=s|}i z_ioBc1NpHXV6la;1;Eu$Z5q^w$-L>%JoBW&wo{YCY#gh-?MQV;n8Y1 z9MD!usgkiYFej>f^Fy6wzYBjT;t(Gx&o}7R_`IVSNY!i)G;uufN@$u*pEw~7@x^HX zh{+PnX1s6e+S#HN@tPB+h~Qe8biZ=dZk-j6{D!`7o%$F z2fGU;X40J>gEjr0sAtqxOpu{bxA8W;RMhWQO`o zd0Tc2uD+wCBr>_U4^!D=dsFO_bgDR&^ZYRP+;2bB?z&3vPR;kR)?SE?4>@~uMcR9=b*{enGZHcjPp3}qzS$&O{Ht!5>D_zZD z@6t683Rcin@dtZ#)312#~@0TE4*|1CDi3%6X^fUHh}G$b7Bt$C&8PkT@Sk;0@v=3Y7Rx>9 zS|HJh3{{6XDdODIhjp>uRtf6YAOEvp2dq(tvI7-41_kS1?pk0$-{f>c+@_I^5P5;U>R@MqD- z_x5K*m@EFy_q3-1r>=D&;R3dETx4*+-s}m1@|+tv%g3Pwh`Q;vL$cc2@~?_K1c6)r zS+HMX!7yR>d>|gU|3-}Pb@of*n4oj4viEJ94e2Ac>+`SewR@f@_xDS#*N%%{OBym2 zoGPzri(F?~sz8=ZHp;Jg^GqK8uBS91miA7Kcak_yRi(bGG2)YlsuCH;ZfuRXe?uul9aMwcW}@z+_bHIKZ#fi$AU3Vw4BO%hjspHvt3=MBf^^D6%xVo4alClH-( ze-lDUHJx-#eK&}nbEH()*3M`udVz9QcWsE^i^M5?OKT%qq2szjq?>0<+6a0iF=W*^ z!A2+KYUaB&P@F$Mbph!3WO&sg*ULb4CVv24&c@zKm55z!yM~hFVCNBBWqcR((+w)| zzUX4=l~+fKA1WBXY`Gy{RH*+-@Jf?I+4>q)GHv>6apwwEu!Ot8?zC^v{m7f++;y@3 zAn)ctLGP~ZEXZYzp4A;s_}!OtbnH-NtL?k^06%e?t!S$moXDU$2eUhpxWo$1h$ZK>XNmSCvD+lqRZGqu^wwzM`I1dC$nhoW6mZPN=d z6!+_%TWQ}|?=sEKmcLts4d?#X8sSOEo%4N|PW}2t^@Ld)WrI6>0}rqu*^IWF&XDPg zTQuwYX>sRDD%`70?`!tsV8}}_=*Z*@IO4x^NbC|1-Ex@|lAA*gNss1m=c+>KmOWWoXqRwPmpF~Jz?cgrhf04 z^y{X%Gu>=Tl8+>%H{%i**z7;r?xg~V!G5n#-gJ}LFl6OR*+$-;o+FA;_OZk&?Wzt| zHdM)P)PmIHabJAiXWQ$IH-T$4ML6W_16WJ=H)~k({ojj#T+&pj2+K+a&Ik-oj^w zxLwpGM&=*_X@E!|q%qsrKsod?2IF-%tHWtkbTXmlk9yk8A$vdii%o52r*asrxGXG4 zOW|P^Be_T*H~|rtShlV(AH81_MPJQ08IL_rTyLq{Pqbpb!VGN>o&|MYj$aspT2cru z?-1!_kySbq{en>@|9RAXvgbJzXmB2|i@MM@_X^30Rt<^qOUSC~{~NPP*+820jTzBC z3O(~2A+Fyfd#Jy;$Vc50MVi*H1W!T5ZAd&hcSRi*jYgp*)hozgq%-~!vPfN@y^Rur zEp*F$Mm0OB5LAk+#dE0p>FvhZVS6^OHOR*FcnH>mA-UD0xjOr=yM@Uz8%AK67;_~v zvJsf>49HL%Bzu|=z4M3vwoRk-zaLQ2^EsK`Z@PEKwDxfNJ+M~)EN~UR@!}L|$0;9zO;$>NPUxPX zm7)68+|QM|k~B_YnN9vk8TV$oHqH)*@t}b>N$l`n)PPkgXpeN1|Cpedt)VGRqG~LA zj2i$kpsCSgWE3zWTC(cu)={IG(TbHFRKZVS#D>$jeaIAVAaH`g=tu++NYxJy~Q zkD}VgBvIT-y_+7 zwL_$wF}IWWuDd~Z(~R;Ma#Y#L95I6B%Au7&?_Ec+jTa6-wHr{*^G<_*%w7hHyY)vs;yG2rMRV zP+ZFM#Fd0s;9uH08L5>%Za?yFdQ{1~h}DgK#PYDjlGH%0s@!0*YjS}16h2`D^+3R0kNARg?|&3{)a(Gg*n2qG(J!;N+djlVpoyqaXFsH1`&;V9#Kg^NlmcF@aj@O+ALH=&OR0| zbv)1S?Xl1GFC#8!x;P%Wfke}$N4yDQ6m_CRJKj(;KNzi|Wx}_|zuj=3B$odyVHHt^aXJ&r%$x>ta4uI}KeH23oQ>-p58wvk@aTT$Fi~ zy7Vw5{appiXee|0#-r< z(PrDIn5Qz${x0xghWhTC($&L12S^Y%7Wx*r#Ju&QUlXKU${e8!dSA)W9gDg)NH3gQyt|?(hYz|V~`);q5Q*wCSawo<_ zqG1UyJY*;#BppbJkcnFfUzl(T_ouAG=dY#TO!qZh2d)?YKn@-acWLK>wevsBf95Y)C%>fHu z$~X5ilk?vx1O(lzS=JaSXS_|`tTxoSJ!=9q;}+r@qD7y|0JA<2#GHzvo#tWM(gdc1 zI7Mi8sm38MvZQME@R^sL4KnM$?kbl?5%gqT+)A8=>8MF4rm#sOEBA|=wQCczEepeB zjhA}XwNF3~xNO+6Omgw;Z})g==LywL?x<-hxM@d@>Ngl4gz@GWa<)VTzRq5M#(7-3 zoRY5-7;bo@z~*gekNz_(&Qt?QINFEJF|LweP&oIi&&GzC$WY5*-P-COBi+3mQ$ z-Qu=ohZ9Y=Y$O+=fG(Dx+XID)v0!mJ?v-b9xEo2wJXDLWz!?A18$jlsgp3&Bwm?DJ zgSZA^8Oo|UM9 zG&=~-UhbPRWr=1c@0Y3P`j>l+`rA+15StQea{n$7OO1_NPi~BJe4wjo9pFvuLJTa1 z3{+Gx-$GiSwH=7M*O8mmkHy1NV?Evjy%%Oij!vKaM3^{ApRf+{QU39L9(H$jp=undYz}B1)0i%^Ub~Px(_?_TKzLoGZLqs^?a;eSKRv@Bp~(l z7f02&(TN@Z4%+N}$u&q#v>&==!CuWeaea8tOj}Y=Owlm6o0ElR`uYjrRTxg4Ken^mCO)G|K8J)|zoy?w>!^q4VXTXhwX!(N_wuQnVcv}5d9{l#*6a%IEPc|!L zk%wfws6W8$(Ft?r*;b}q$oAspNPqP!#pwk^JD7>Nf$jNtM~_!=cP5z<3qp+-nFZ;V zH7=>YJ5mx3Fb<3s+zR$pp&Dpz$4)Lm)dW5pZpRMMB){tE~N^^?Wma zn}=IMOtWu0yCP`-vyu=n^kgzNYN#X3j*y$Dy_D`3MEbd;yX@KZfRwEw;k7CMJHpZm zDw`X}MpSG-QTHbLBrmkerwN7PdxL8~W!L16C03X`C~Z1B7lQOreN$&@v_%5%01wgr z2#IKSi=RMhbNIBI^6JcZ8LhH3Pq>;8-b;Ks<|ChKmmWCwt)k+Q^~klr}o8>U2AO$u(ltw53O(9YetPo{Nze2&Re z#b5roy~rrn>JabgBb=7sBrX4|e6a!Y5kOSghaz60>bBhhB`sdpCEI;c*N|hM!JR$S zT(nxa5G)}W$nI`TCzPAd6vl>*!nad3n_IC}2Fb6Q_6^k$f!xLkn>Al41m}+HC>ZyQZ9iMs!5!JI;A_)!N6+9!u~LH}%fd2q0S(R&vHZMH z{G9e6)(t+^3g-%Kj(XtCzV?{wk`9Q6o{RehaJ&u%eSxfxV6Ba7;%*|`M`iNjk>W~! zjsL_Y;F&j(zW&ibV85?R?0q-Y49UOs{>8<#7YhW^D*hm9l7t!lb|YALjzi^PIZ0v* zrP{NyRb!5M$y4blJGoTaq$0_?NN0@IiAYNejS!#3CjuO{7ewKx#|3H;tK8#!`ZB$? zKY)3rwojBq?L!yj^Ce+Dnl@Q%E8P&}7w*90Z55Vu zQ0Kxr-R&vBE+E+1@tT`}3U8%9s)s`wMeqNY6I_# zAPTG$kJHr$E2~2xg6tF@+KfTDM&|rasbc7QUcKD>v*Wok))=}0cra{9mH9%F3SXfC zZohx0l2?8#lED8I_EKfhO(l~1u@p1Pf1M27toRLrit?> zSWCsL%5n)_<8tvYp(6=qPXewNYn+U-5*Uowdl;f1WI^r*w#KCE8^pB|uV`++8F*{h zrqWbCm&$o_?sm2Qo%|146X6L7PHfb6JqAMN>`3~qRw3u)2ub|cYFaBy$8{YB_mYn5 zYHc#O@SMyi1EY_Ce?p%L$8NM3FN*#iqu!a3jEk{WH*BU`X1z~k+l$i!=!WP8r*qYt zJ?l?H`455swxnLrR(z+~Oq|oEgvtwncI3%x%ms7S4ivkFiGA?(M`AIko<1kZfC#?P z+Wp1o1@95jYM*+E`Q=x7z7KTmT~c6~e={*l!9fA_l$-}Z1S3bnn{S%ttjUvc>_e3e zjR%zO*=2VI7-YZfkq3sZs3hX~>n=QvoFBn1!s}81E{AGmq`^ zXJwf7MoD8$a-x~gFoEBoyPl}p`E1XWr19od{1K$>yd}yhnkt=yA(GG_euv|b9eBpb zipR3q4)Yro+VuHrf!QU;3JBT}Ud;oJQAaHEWIzj%-c;zSVapSrPD(_nWu7%GgLtkN`*ZyE=GC~1~3FsO1yj&gSkrc zN3>NM(^1MASawHcFycU9kBIDG`^>i2Blrgy+;l7L5%?V^9O14jAJSt-`*k{6pl5V% zk8(Vu@*P)(JspIoo|HQE0FcW5s<`&Qs zpzFqbmtM?q%BsyYEE{<^=QGm$q~b*GAibB%V1M&M=M+Ug%dv!FzzBdSNsT<{0biB~ zJmh@yBR_Lf9KMmpg&^}MCc(dBU&do-A$qYf=6^`KGC-|TT924`gNgIwpsVbmpUtL; zDrI}z39S)sNKbgV#Aq$|J@CF? z*dlZ3L~X=y+Gj^e1QNX$_1bH2TkxzfO}W`lq1i_gD;f`$mg+h?5<8B`EuxSPE_6dD z(s>A+8B?Ty7M1FztCO%JF6Qh;fGq6l)KL>Ph^rMTlPmAdv=7#6Gr*D{6%&}Lf|()B zBfeXuV#4~Z%N6n-x!OiJ@|(mG>$eCuMhM1vGFu+;C{@L?CdcS2HJ_OM>c7Xss^hpO z6sCCrlkr|Dy+zN8o(V!8;vM)^(u52N^mPA)`K@oFvCQ$aW5_Py{cgD_!@cXnl)sYa zzX0zYZ;4Zw;5(&vR;Y4QU1pt`ccJRKt%c>Z)7$fPgI+vMJ(GD9`XH!f(0ijy<2@Jt zNnX1489pGdpZ<|nUcML7v4m9Qb*^)vfI$sjDE#8UUDs*3P5$cHdzT{Hz3+1d_a;yJ zIG@vA;|`Y&ZPcybnlnP_Gjgj?+NJHX^tx8tygmg&1bglG?ZB01WYYbKZ|HiFq&sJQ zD-NWo#2r0NTe_F$RvgL7!6s8A-4HwfCQ-PreRkHl)+YBpeMuTxp4_5y2IP z^vTWnxYP~^N;AJ>{RM`y1{UzLO*TJRpTbK*zUTe0y#J&p`3lM-f7e5{Ol4n zM|o%DuZk+ljj>ueYxOI=yZxjF2|cVaXH2~ZJegxSbAq2K#}tBk%mji-<$j%HdKU%U z;_k^~vt#Nri7h$hvK*GtkDL%DD-L(rM}@ES23<)>*Zy~3T+CVgk9LeUvpmi5-n;Jq z!isyEs*e3kY-;GUtPa_{>|Ggp246TBKRewM8B@if?JvPJlj)vsxRnBbaHu|;l~Ucx zeg#eLjbgu&m-Jz!!YFmj`Fn?nl!i@L=*tXKC{S0Z_}VM9;rsX#<=k0llpG|#$a4&h zY_s_5TvM%}!X|;AhQjXJ6E-p>9`d51AKN)RooY&{96JD*6ISBe zC)FSPx%!Kx+!o5#N~yt&rD13B-7fCP?hei$w^BdlXIT1cp= z=EKB|;;PbC@ebSWL-fciec*=rkrlAwmEH&5Idi;MdT&`H?bMK-4c9ZqX3LQe*0RnLOSGMzW<-ZN3NQ@QZ)eP3~z{$rGHS{%(uE$J!#xcSX(hejP z6&7AcO@{Y?3&@x+WYUdK%1nRCjW1rK9W)2z)vCgi%@`qnYl_VoKkoFeT>EW4dqn4_A( zQQL78*(uCK7?Fxj(~jo4_1yN*pE2{Pn+ZspH{@(-bqw2DeT-yJtmIvqcWep>Py;!| zM6q2gAR*f28Blk!{4*UtX@;lGPDxj;65Ud7eVD-C1&NDj2!K8h0AM3$;GLqkugjf6 z>rE-jZ`?*6CQv=q?teQ}T(CYKb7l!yNoWN4AL4hysuo^-_g}6VHad?HHDNSsEk!C~oO9LCMb$xs!<~W8a?&(1u*vmscL)HXrV8Fn|Db8$t>ybibaK^0- z{ue%v+MoW(5V&k~DEB@&C9?NM5C=Ib2f$)u+K)SP?XdFfHr$Dc8(THpT@s3Vqhx(& z`L9LKr1FR&IEg&Z72#)NLTWPAo_t;a+c{sJ$<%Ujr8d_jpHbwt-r>~MIO|KIB-9!F z*d{*?%wn+!S!rSUFFkn8|~5`i!4rBfu3@O9z-TA)|F za~$e0dt0~T7HvxGF>S70j-0Uz9Gz0K=3J#PHZD=;F^GJ5q zS2$&8cD1}c$UO$IBAz0e%IRtEYXZ1Yk@%Y5Xa!ZkXoUC;qjN908zbod!1i;CE^F7} z2?Zdxsvl$X_9>oRwXOPw z2j|jW$Qtl%k%nXTq&;?Dk77_TY;d%@mb;E6*+5*a)kRfnua2%1hwbT_rT4UB{+;|7 zJI6F26y43*u9M4PxFe~O1z!|24d(8OttA3>log{npw3}6UAYx>pItuq8%;YPRKpwz ziurQEq_g=X4s*G=0d2qHbkAKy_1X4%xKs|ztbIzv2N1V0B$VRr0mestcK;uZ7aXk$ zdNsCXC@nDIZUV~p0L#47_qkzBc@b!f8_$+DF^%E&N}qDZ4h#%O`&x^WEw$+?XTx^! zmgoYPxUrcIZVkm+#f!}at{(I`U5NhqxF>$G?S)4vF!y5EEelcw;(biH!4It2IsL~S zoI(aSPg+kJR zm8U7i^hBEVgV>BP82tkZ6@#MRq~(u1G^hN7o#Y1+0RL_4txp0dLSGkk{?SSalE1#n zg-8-52!F*prIvCzQD0e6&-XMi8VSx#707X9XUq(hbydieYf1bR!iG(2Wz^W8tc7 zO9h8K6OqWm+Cd_^x#`mw$+%~9qMa>peJXeQ1{1GtW9vdt)I?y$KHZ-(M~{)2rhxZj zzY-7G$!16|u3{O9{1ifRVB+v!Pd2aSKW^X)ZD2ReJr7p~EmgEdoL1rAxQ+N2JY;ZG z7eFg}eAA%Cpc!%wd-}?Gv4!H4RaV+N%+NC8m%Ed@@%CdU2CKDpRE`CZkx8+pJA(?i z8UX_7Uft#?$Uh1sj*7 z1t?upc0DT+Qr{!a_@?4~U>}g1@h#bZk&6=%y}F3ImR(?Azfb9U?ig`N-k}$jq+sI}ZiLdGDwq~WMWV;SGOi$X(5Z7;;g5L%E}{NJd&`k-kbi!g_)P|bI|7j z1O{OwBT6Fx#4pDdmo*F;6BRd!7k}i`RHgqCR}fJ_@B4PD!{tnD0T?An<)qjzk|C+& z1J^DW(_B*mwfDtaShN(!&_bj%e%UD)RV3W&nYCf&!p{v)%;#g0IE9+rPkMx83xBn| zHELv_*__-x>o9RK=90ZfRi>_gpVIK^h+pgu=5g96n8+mVL}DX4)YpJOY4S@-it|TZ zjtBHpoc9i5t7w*&q+%INJAB;@GBSOqFZn6_;9msZWr?D=X}^-5#_o2k1hnBhTaTxiL<%0=c&VgeY$spRLsEW$RMMR zvUUk`lzaE-8i`9_ST&5!4sKVv_8u2g3fZBvqHdXJ4S+dPKm=Q5&{yzuamxiWPwI9O zaZ2;X^s1DfG!_Z@e!*B!{O8vf(ZaR-r_pXW9{P7AWtMn1r7=z5jQv;y<;! zplgI=Z!B^x&S@#^n_#Q}&{T#3Zm+bj<%XBEm-AU)D8Ki)GKfQ2V{bj{fA5+)Ke0I! z{FFmMuXRf=AD6uxI1@nLJ%|w(fQ`SEyd;d1qRG`F@zFH3}PowkY%&$T0-d z3~Z>IhO7q4+JDNNSF!0{N{hkO+CAHbJuT?G1>@t2p`Tu| z#YSo;&cEAlOFC_tb~WylM`dx|Z3zX-I}*Fd2u;w-xHAIn9{$R53-6Yi;E#v{Z(UMd zjSDe2n`rm&VajYbzWrP`HLR4209VaQW(OZe8{abSdrukDfP%%0K0E&lumuE?Qem7lKFedS_brFI(G$Pa4fK zYTXe^IA|!!2y7Eu6-3Z_9lqY}0t4w?60dHwJJXm+$H?ZY%M6{uXL-b(+GW87NBmEc zYw8Q#j_Pe5$|Ih>glJkO>z)-=&}Pt>Kn#NLVqLtf&W^iAXvGh$%@kaYMWnB#quQIF zHyQu6OeCYR)Lw!t1`wbuV>oQ+rm&f)u75F=nbNHa?R=A?I+;ax98z|vKpcPJh&r$?^5|grhVOV zxwH4ZkvMMI7!)CNI2w_^l(%y=ywQU>pX;8&zMW=3tbOrFYIO9eQ5Xn#yp7kR!nI=|B3C3)zv*2PCz3GlJp=C! zbsXGR#?5jCx4zo0)>YwXHdb*~c!6VYQaxUKXCUF>kq2qos2tiA*Q``z^D=zrGs}M&i5Ml@~!1@)MR*-gPa1H&nT0Nvc4cC3S z(NAXHmGZQl74>yT$4T&A7T?WMMuPu@K&uSa8K~WomOmhSf`m1~x~?eaDt=Y1v$2 z6UK~GhF$57+6<1@o2(?8R%6elz z11Agmp)gp{=u-Jj)^4>KIcqhC6ypgy1Lmk-iqjW8Qw|_ymie&^%FX9k5e|Y(1`L9f z!y+-Z`3}Un(mMFuBW*$UEXGOS^#SrHKWrUORX>KN(yOQ>h?H$15RkN<{ZGL-Ptnlm zO789gT8F`O&}=bVm{6Tw-kL@2D}p6m8;11mV9HcH zR=c+^VEmRR*adz5d^=u~F(JMsDk?3ROX8D7YRa;!6@xm8A)9-!U2HW%)ps2}f3z#F zGsfxQGCeE;6S85w!c!HQN0 z;c0gk%A9ZRO~ZDk{_l&~A43eAFXwX`b(AjKxS08!;jtbMV5!6GG5Q zPS;UZ5}xWtOS@`?wmVr~*%32SDQSkgndFEF{`nnPF7%LeV02%e97>9pY|GU^;1-ug zq(A}bPiM@&Mhts(%d!tDb$@XfCK0&IYzNmncFe`^C&c-j*)MZ6KcP7NsFi)^uMGDG zqGW``S>3RdP0wg|23gI03`7;6iY}aKCHT@1{8*j0`74dx=_ik=o&%Zj~q%{l0v3BDwH> zAi0__cQFv)hpDZBopm(MXBDH#DRKxh*fX_m^%iRNl zU+L|Wrh`4Qa#$9EKW>dCZ`d*8GgPpg#ZCOHgt>;69Wv=lY zU#s!#(-w4KIqQY=Z0z!Kj5wj%>Y_nLrqB7Yju`D3_bO3qj5fd>d)975DFCDPIoV|0 zLI#SgKk~+(lXi(a%hKx1e3B$@`UMh6`(!rdGcBtpGtx_7$T1dIfoprrAA=fBMxLka zEN#O!g0(*9AGWkq$&R)?2adnelY87EzImUSD@2oH=a<+4tO+kBmUO6VvhHny;7Ey) z(z4{1#=S&_7;HDiQ}4dT3kytm)8Imei+-m~ScfJ*@e#O|A`pn)h3I%+Cv7B-nLgizPlW^6*!UtMc8N$Is{YC(E{%|Av+{%oLn#a?RG{d;gPaJo{?#NMlCo`#?Tzz!%1FCGhR6GHdvI+bI* zBtg0R3Xe7+wY-<`s7Yk0j?KrYePIk=i8jg$!%Yc}sr%7FGga1z`x$v)wB|^XZjH2p z=nMFjLO&*0f2)w*|DVv*yH`%U$7Na+>XI_b>n z6GJsadZdHjMyg@ZG9v6Y?%TI`mh5c+BD?Rvu_Z;`Q~t2<(_$P8q2R+8vGYVmlc}mm z)Q0{Ym@D9f@g{FuuB9(=_4oMkYl^0W_&56ZOdiFsdPd&z(rPO4(R#Y_BQ$cDXxHPV zLCPloz;KQ}JK9sqtIg>1NDZqX65@2%?>5D)udqX!7b*lApwdJYb{%8*(2fN;p#BsP zg$QL{BiTw6y31Zxzx{p`HsJHMC;TE$z=Hj@h_r0MK6|<6zFxQ3r(jC5Rxwyv%r30e zt?Z&|`l%cI-S_Zk{c|;F7OZKc@?oq9gH(%eK|_)vsVquo3$I6DE zpEz?Q74Ft>5(6Vk(gj-;uyF7KhX$AD)N6=0-p1IA{3O_va0`m6Lm#P}o!T|}BXk&&UkNg*H(M?3tw`MVg2fDjQ5O9>oH^77 zdL+sB#D~u1J6+Ex|9D)%(K&&Iue#xl;hSYmc_9h8adS|K9%fRX2)6r63ws{U7N{*M`{!$93mRo-w;t_ns5g z11(8$VB@IKs%Dd`cP39|He`gUR^7*d{Qn79Uf|M%kuFS{(n7Pwq+#XXRrfACdJU7a z<8j}(s?#cNo%PY_eqR~4jl5&5+#n6Z4n;f1bTg*E^Gfg3&i~%;a=kE(L`oc2OpZ;6o(-S6Uq}5D)yQDd7 z^xX{qkWk^Od-t09i^OKx6GIVAU>9oF7RY4;Nb$`Tq&f9h@z-^Ek}C z==P6ABs)X9hx{70=BjrSGV9R5+$i6S@tpo_`% zSZW^}JMenL;f?I`1H}bRio`7a`a*4JjbwM%QEY}br|G`f&RVecP*a=JWtdG#BH%Qs zl#uy8t_-6t{uMJF&;9z@qksPp@=A}oBPTwwH3us2HzQ7c9KkK4|7^o5{;Ra!@Ls`^ zFEn0Z+NZ%R+Vso_t;PkK5KR1G#>TE%~wY_@X*ZAEA;FgFT6n;T&L7|z^kGhQ- z|1QTvBh4op8<#VBY==tNSHJ1V6L#HBI|3rUxF4-2NT7JnyZx0`$}jzXUi^4De({WU z;%S)J;$X)7?zjHbS%S~neWzVebhon8@v|asp4)w_RFvCD{{sM5m|Z~hhMFRqje2se(s>W{mvN0nj!SM^23a&u8>y>VCbU!-IchNI-lY$+^YUAXF#@IHFI z#|9#Rp5a=R9JKdI`*F>~a5AHO6gsR~XbQT2_v0l0B%()`GzV^nFXtt# zKSk<84@ydeAbNR)j+4mm?VyALs~mg->5_HEsr-xlx%X8)$M=}M(+VlZLet(=XDoJd zjfNuE5>d5>l-^hG4aQY?o8Ugd&KN@ij19>P%bqNu$6?he zSkv2wux?O%Ldce%iM`zGxW%2toX?S|OFYLzR(kPfCsgJM#~Ng2qTIqryVI}qrod@T zvjI&GtbR9D;jegt*`BhLI;#FqoM(i8apmm*w#T1RBym0qOSf7HCuas}>4jMx&LPhq zS6;qKbtk)14PALI7atA& zQ|X#oWIHrFbxWAuH{+(Z?&=a;Lt+>im4d-wCamD!nj=a|pE!h8%n(bb zS3w6!atx^Uy3DrWy|l|ZBc(WJT_TNRRoylFtbAzphQ2z$U2S&{-w$RrgrC6at!W&% zCDhW+L!gAal@PvaUkoMXanLfT29rP}LRNkPQPCGadz7NFY)Y@Dm@ zg0ae3qXq|B>K>1cY|DnlFS;CEZ`R)?yczDH+O0T5)SU=;S!O`42N#TzLnGC8jkTG1 zJZSqG99S1)VE@2aJ4mnsI$p*_#r#n$z?t{5xsK0(7n+a9Cw(asI)B1(Qc{vNTZ$tk zv~C-w(8FOywCV&3fN;^nH!Rh;;6cTS#*MG_Qln6cm^L zhK9eQ4Z9ZXMc_aH{ruvhSM%fxj#WydSv~J!;wE-eoh1eKP1NAz4p+5DO3{Z>Ftk(0 ztvm*xh5)d ztUkS~!@4BLp?AxjjJy;R=WX4cQCv!=Vg5-=3K5Eg8E$w43Ni@hPPn17S>%oXo3*{IZZwiU+i;PXq;>2O4j1c-RjY9ruq6`rMq$+i zHVvp$#jM(s1aDteJJ>oj$#XHSfbFB+`)D!#>$dO=AN+SHuEfRqDX>|rH?=I?B|guX zv%mco82J}o3VO?G8@1F0@d5tdDZ9N>z+ywjpSeF zZ02FpgI1GHGYm^@X;3uXW2}qN8DTRx(_D^qaUa!w zE|?q@;NKDZFZ0Y}D$0+VEhAc=k*$TJ<~=Vh4sM^frk!D0pF_6&F4E$A2+RvSg)wYL zq802bjrBgTXpLF+z92Vx&n-_2;p-m=MU*g$q%$#v*P}GAdw!UK3G?M1XREw(L*yR% z49TZh;FY{&I8ndpzO590+(Wvpt%X@Zr!}CsB?jmnNNwXE7^!w^wERf;o3bHA(WG1J zVL*KNWXG#{|O%^8J!d?Ix)s9Xm%gAp)qvE#LV~N!M)79IPmEIc8m4$tdCkjUFjIg%ny%Ob=3p+}MI!jWCNoyz|vZh|j3%n!_hG_<~s@azxD zszhmzg;8s;bT|2XF{*=xG_u>d>sfP8Gzpw<)Pb!zoQj!seyW6c-|vjV@TnTG)HE z$6E2-Nc(uGK~S-@g}}bj{bzT*q&RffW$Po&nuhnRVf(PKkyhVH?uip&OviM``kb6_CFp*7Wab{D~FA^BWUVen%am#tiKD z13!IrRmFupId%c?G`&rx(k(5g(&4%Q^_a7DkmgG?q<@aIq;WUe4!t@3i@UKXX@vGh zBzg}Y;0}m{8mfNH)xm}DZ|Rs-`yavxBi-4(fyA-AsrZ&8IZ%N2dY97M+>AS=lhO!` zd+TA+?<<|*>qRd=sUEe^|NXStL>=pb#88o*ujQFucu6sza%k*7+GRtgJBY4BZUU)F z2FQc_mSmcdqZJyh+E;oT8QF%4ik^jExn;un*~utD?gJc6?im%!YEc@AgNAEBDr+l> z3^rB_U3y9Ar`WD^Jit{9S}~mV)|~z&4m$)0k4c{xe#R^%B4ZJ*l*@)$339=DV4x}A zbrx~<6=5rvQBx6rs+tj<-^8%VVK7Yl$eqzL@K};d?)_aD!5HBsiJ2jBZ!Ysi6>*GX zvG*sJd3D>P%KHloU-x`WM|dQ_^AmspE*!ElUhJdP3*Pi238i#%_I$&d2r09(e5Tq? z*4H3|a|zU!)7JD#{X-VoMpq`b1yk|M`%WK=NS2308ZCkCl|OuThEOe>9PCk;vHeG zNj=(ydwE4i6p{!(@6heb1knra86+2b5Do#~Vou-HM~m3}rCcoEJLgjat_VvIAql#1 z*Zvoz5s<>O$Ca>Fm~|BF^aH$xwQ6&7-YSBn+xqRm`Tmn|_ zYtoc3`q8pcs(76VFBj4C>!`@>9f>SU8~_wv_p3fV3lCD)x}E&&vS1uJu> zGj$ZjWsGcQ-{g!oht3{G6aB*Fj7dJ=rb7u;q|_G5Tx<*R@A$R{>IRG+ z^?i}q*iXhOwzof-o~Rw_X>&8h5l7{~2te8-jd5?wa&JteIDf!K=&~2D-u=Vvnk{=Y z*_$(9kl&0%Y7Z<)aX65K2CYxwN1s;Pj|7_0ej0_LDkX_2_ETh_BNGHGf8ZNvO6xQVsk8eb%j3XWAOeBlf?ftai8cA55{FB%y)$(1*oSh?Zc_x6OBFU9USF1AwSc$dAf zDQBSGGvEk2gTsn!RCJ+U9&*Y>+fNfW5my718&!SRCeBJM>nX|4G&2FL*=kQLK%rBi zUL$q2GE%Lis z{RY`5U+h!9sWT*gviU`&ZZg>B*(IbH)F+^}V)H`cb};$i?NnDo&+QM+d^Q$`zEht}uW zC1?UoHD~bBD`)WMN#;}(C0VzV%n)^iUE8b&;i5TI6oi!Uy^B8f4kW`3LPkuCxUNWq zn*=uJ^n4Tp6F<^~jz(C;DaJCA|AuCR%M`G4zHQ}>%49P7f=~CyP-zQY&}J9lj^9-t zzL;&O-WBgtoApll%3ZtWb-l&=4dKK|K@h3zy6XL~Dl)P-b?4Q_tL%nQxzW2r>_+(9 zn6}+&;|pgFh^TjJ1=82I_tzkUfn)%uHzt?r9 zT7Nzr02^X_^=L?uMY7Pec;t=A>~}iFC*nq}nk=GqCSPXZ5)qksB+FA8)&vgt58>y= z?m83!x1dAZJ3cf)L^jrH4fC{yk6ctvHWr7!kf`-Ub~{*?h@XvBZMZN+(hwp=n@CP_O;V0*MXl3iprx>1d?1A8FBSsT%A0yGoX; zyW9U0x%{b4Mw9>?~d`i^9GvZAc|)m1%8k|9gwpWhNxfa zaseWKzQVUn4~I@Ul_&s#FG1fobvx5`&R*?SYX_C$@d}bhs>J?quIWS4;9(y2WAl^cvYT-Oie}cqnlZ8cJi+pVhwYx`AP|`-EMK zZjG;0Wb;yui@RlRvKZn4VnqEd1o#6GI+$f)q^_;x47bP z?pyqFw3MnYogbk(NHw+SB%y zYZXJPQzfV6;YY8~aYYJ*5x@AqMu{ay$~n8sBm@iE84olDogEmV9OpT-mh}93RDzd7_|VD?wQ);noKe1n_A;PgxkRws68s7 zCj>TqOI|HRM!kg{zK=ucM7>Hi3;B?T1B2BJBhKr0`j2d^kq=l{&)5eHImCmnwW!S?(ik*$df|n z3pV-iM_9EZPwAYrKEvDW9#{jAI*`0SK;7wp#m0_gHl7m*t^EE;+|&M)&$bM*lkII; z$NuJhR{0-D!Lp*yLUBc}CM`uUi_9=S`m}5`LigzYzT(7I$v;K14?CqIF=ZkS%Wd$} z>2?!`%dtbMC#x-KS=qy|+@$n5cbqm7ipS7!A)n2v310c2{Rdph9=fgczAJrA0Mk3+ zBz~XFu}p){fwZd7a`Ss^T8+@^Ayd;GM(`OIW48?uSEC3q+L~Eop=nWN9!xNGoVY6_vB4u1R&%P z-e!TPz`PA6qU3N0NTscfa9-B|O~`|ESiz@u&(W%}k%fqx{42L?hgJ*EgH>>TaHsOg zg*@V_8$LVt%pGltFXSh%>fyFI4q+b#`aE1O7d*Ro2DNYV3fQA^);Zu5cWRb{inAEE ziL3k5Be?iEvD9ZUba{x$Lj5LyM*uI}DSn`s_~cDzYo-3V<1uhK1=y zs8=L2SqrI0FE|HhOqT`3GWkrF87>EZ2yT_neL##1(?qbZjILcCXvnwqcfT<($TNOf z6JIJiyTiifhL+thJn&0JkAa>h@4|L6H!+WX#0v2=+)9J(lxj{kv z;T-?KO~QNmMUBpuSaFLOtv8FhC3mu{JtU)5P(Mr`rz2mDUfK_w5csr;wKM~0QS0>s zqjGDmEs($Cj(#J}s}7bZGWsNz1FnLgsaAxEqd`(NkwYRG*#f(oBOt6c)@GX%2_sy+ z@I+(9AphRXM?DdJ={a`Q*5&^9o=Lj2w~YS+Lh8lpIk`I)<7O1hrvywgMe=`)UL5pl&j z@;TGU6`3dMRRM5OwPFn}dH+HdA8hC7J2T3^P;a8`BZS55tGYF8Tfv&?W#+_>x<@#F zHTw;6dZiUbTTmH~!bl3g+b-{Rye}YA6;gipZ~RGTKG{dFV_gc~m`*onDhdkVhO--8 z)$ZNo?0Qg*r41TN+3U=g7Lbg*uu465?gZilX%{&sMzwBVD07Q>TuSmw56fnT_Ie2F zyLf14`*srPLYai-%qQfg#z~_1reuV$6>ONQaBxn_8%R{wXV&@HmBQL;9EP&E2lCN- z17#|I?3m-LNVuFd@`rA12}M(&Tb z$Vm}99aH^UT(qSsl`3>eI8DxBx1SgM-RGpr4H?m%Y8<)N@-xeEi$T|uq*2Oy&9URt z+2~dan?-PT;DAk)rqkg$>^yyZ^gEE&$(pz%<u)j*S9jxmD5&+(~csUb?uXY8PauFT@BrOqMadNdcVx`0Lc$tILc zHzN%c^9T1Qj2c;n$6N5`-ly{BZG_t;jd!QtYcl4k7W;D3t(}o0_82sNkj()JVHMEppX5ZX7w!Va}O`nFO1#T(nV4A@K1#zKI6&{zwu0`x2 zk0e!?@}hrK&Is4OE^%|)haHInj1YL;UAtEwiWOm>q>J1-A=jn;UmFrvD29G?WXbpP z)(}2kl^vlOoE5YU`;Yp~Q)uboB4FBgYnWp@$>v_-_qBOdQowP7ZZC?043n1KYaA17BkYM^CNYaqA zyX*Kc{z`sfgh(Y>kq$G0ClNQLl$wmF&Q!UeRFt z<2<~mU&~h4Nc435UDh!}5Z?wW?Xq?STcZ8JIs|ViP6P`|MyPR{{C;X7j2e%P@XqpQ zV?LV`vNgz?E^{x8ke!?YVyim)TA~D8jw`DN5w9?MpTe?I!1=b*ws2};dwIg!8^o@v z-(rT!n~Da4@HR&*+QBw}lzp2nlTDeIbu_y0b;RM3JcQe=2+jVy|YYHZ7We8 z)8?F6AgK8x8>vS+CzxmaYxnF+u0FelZiMllfB6^Y$Y;nGx^e7oldf=I`izIR)4PpJ z>QxeQXLl9SG(CPoZe_)AAh)oWni=b*|R`kKz z3%GA=k@Ujg=A>G#;vDf01D`L_k=O`)q?gur=s*G^mO+|f!F-4#fXU-BIP!)2A32+s z5c#=JIVO^>SnDV!&*#&9=G8{cJhdkPi6uq?HH!gr9&A&elTUrj&F`laATd6VmZ_=E zZ?X&P;xlR=I#FvRfqfQ(xx0SxuQw@Vj76@&y9PWD8&B(Sjul?d749$K63QEXmc=J* zWX!{L_(bUpL|60raxo8(04yo(L7F7Gi=Zvpxud)di7oIwyvVUSGrEJiV72r?GRx|# zRC+1=IDK;~5&8$<$qQcqUTL5=DPp2mo-Y@7ak$0W)X^^$lxLi6cPD98QZTG?vD4s? zO3QBQQkef6p{_9N8KJ)!$iCcIBiT%j61Pj$TL!Dg;=D}|#A-^W!-~>Nf?Sy7E$Wzy zWTH#MWe>WXw-S46sxma2mh-A(?+->SPh3l2;lw%FbyZYUj5BjH4iCo zPQ{NG4jY}#WL=JU{~)Eu(yXU=Ze10RTaxDv`C{Bn5YyF}6#GWuZaTTY?Ba}5)XiQu7;zwnLn zp)j^(9_{|7tV`@37rV727pY$)oI|>5Ol4$YtP?9epe`NduH^*avHT;*?J>LszjhGa z$WK%uX~75Nf(jYg62gfUk`R*5<+Er0qHMWN@=pgrl6cFmczRu008792^f5d!Qd%C1 zHkwSy2DZQLVk|FJY9c-)Z!xC(PWK(p%*&0vIp}_`cKstG!`|J@}_lLY8n~ z+DAE%AVo7W;1U6v8M!F{A!OoOw2Es29}`zcO2V)a1wII%wJ8>x+Q!>MQq^Bet1w|q z&&=7iBl%BP2$z;`-*)WFsKbC|Aak@DHcGJ<1+ROh_pi=a>um?Ri$0XRUh*7F4WJBw zP)q`P9lqj%nLQVzWijUGoi`FgHJ)r%y;(-z@t01n`?@xZ9>78}6>7*ns+D#v5Lt5Z z>>eo|GU9lR1PF+)UeY!a_5o!N$}$e=YCALs#@s?;kp~z1PVU1OQ8+&&O^R1gGE94O zTC##jQnYv}DHme~>`0{kg3%3r?~wK(-UKqQfQN3`4rUghsmO3qBP389GEVRsvh}Np z1KOdq3s8VN|=cizT+mk1%Vv zl<%Tys&);os)nVQKaze6Cvkm3XMOv%o_oxPCg*?hxy;srDz`ru^O@s;0{YAvKlWDY zx^R1ytowO=tgfJ8+z;_g=q1!Z-Tiz{jIs=-f(?~ouA%cLc64q0)>{GwrT^PzImOuR z|FQI?aZR52+IH;7s8#9$SWq%`qa|RfMW_g*4nr+cilVHMWYj@{7%~>ou*Rt(3Pnz3 zBo#&x6p$rEmOzP+RMx2sqAZC7ArJ~80Z9--Bun4xao*qgaL$Jwgyebd`~Sbzd#Djg zlj%Lk5rnB3^D}HC5ufjYNoI}VZyM4iLqL+cy-6ms?)pAlvr(R$HG(@D-kLY8+VXGOQw+H^J&imfYMVm|gaB#>6A=Y8C zMTL+C-#Y?1kWdlaRFiX~7nEw$Ea+!GZpW;W>;;(mL7;Eq9g6=@b)}j964-2B2bEH+% zv3%#(%wJDSggb!i6WD1k1QL)^1nCk=CdD>F*=`2O^ekH{`;p@j;*{XGyxAy0`Z9C; zttjQc_)XtQ|2yoLJnu;~nmv-JFB-_2pbUP^L%z$jYisc>i%t{-8hkfnRHfub5*H{c zdxXEf%Ap!Q_E;+OSle|1W0L#f{poalSWzW&+mnpK$?s69Pz?!i66`6k`NJIUciAOx zxre!~_Q@h>RDmk5@oDTd?b{yq>u_Y~U=_i0#_d+(jUnuA;O$0xPz#v_$sNbG>!1e6B^6LZpP!x|@R^B?Z%a!-tI5ZqH|XL5@@iPL6WT9yw#om=JNsj)2_GhToFWKvF<&YNCI z6AZlok#5q0oWr`8>k#mqK)f3b`?*^egHk;@;}B6`?RY!2EQ%2=CK7!o@yEk2&JWl7 zA1rF^TEO-G;tkleH9P&P5Yd| zfVHiKVQ1Z0!S`~-07lB`O+L-ioc0?f3OHUYiy`5~UqB|Zh8qM!Z-pHy>$cPp$#RvI zVvTsE&q&hoW_r4BwZ{C?e0s^|z8yHcOkJ}T1_JfCUCEW%zw)q4bde<+%}a)aMuVL_KY+ha6jyC8fuWa*^U2N z;d4xTzkzSx1_4%$j?iqW#^M6#n-T(W?Th~$k-S8cQYUxYU+%+-Lz-B^yJ+O`j|r0- z!JZ2+WMFvcu`j+O=j_$TKjE$pekECXFPkZt8l-wQh_b`{n-FV-G%T15kQYf@Z|=;) z%~|`(nI4~2YT7gBd{or;IxT85A&d$!=IEzQM;IzZ7!tJxL{FI`e*ZYb8b|;(Gju`D zE>ijS{E@D;VUZroQ>V^^ctN&RyqFBP9`^phci~AhGfdA%CJXS)h?v)PjL_?oiYByT z`!sii!0+vv{xnu4(9PpFLS20vF#!n3kcgDHxs)&xN$TJJp~?xYD>&+P_bsFTi;oC@NtfkBg^G8>iwVaDDzT$Kr_I!3w_gHTQzox25Sw_pZ*{Ik2yf@0-snDw5kOz+o;avb;We}kgqkB*BFOk}iVI5V7k03G3Z zfFGgiB^DQ!SySkx52NZ_x8^u0PFC0S<)=?OOWvpofrsL(BKqO8LzsQL$z3Z9?wYTV z3y_x8nlS3K%Eh!+vZC4Q^>q1WY^}@~jG_L};FWcj|1t(u22-hD?sg{Mu&LXPrZnIC z-=0|W%IDs!W3g5sC>g>*FDsw}fI28H=;$?16K{!d28g2fhAM-5qCrp+ssoZr$y?`{42xZ_Kw}8A<;(_m_W6`WuVFmPr9}h#=&&pF~C_?jl%* z%f8(6GsLLvqwN>wGt3_;{wS#tcIfxgnC{8gZuPaS)^`c5mWNLQ_QnR0RcpjLcZ(!a0^A1&(j;nYJTpqV;IXr^ zw}HysEy!A(6=y6o@=#_PE2u_hm4k#x&cG&goakj(H)_73`EHb@>v-7+IYJ2xF<&~4 z9F_DVfEo{lK3Cw&jwG0pE}ZJ{+mzk!726^WN4zDoN%Zo9)8M*ht@Xde8+uqDOE=ex zAfYG_iS*y#{{cjH7wk^>zi5GOaV6Z-5gw#&vD2#{4@b~Y&cb?4>ZR$A(+0kIz|)ft zrnQBj6cX>JFSjr7pK9(!;2e>Q0ht$egloe4UfwL{oH9n=WIBiv(PM$6Bk=cFYzX#vZ7xuw@X(nJJy$;DTXpw;88*PZQ4iR9< zThxB(v8zyapV5`(Mzt7AnMo6NT`{qypjezau6H^Fod!&GZ>wZh1QGb-aC#Ti>&BZq zj%!+iuIpmx57XXED_#YPS-pYyHc*cU{0zGKfQh_~;Kn(j8^9|-i(QXYb`=&7T*oqK3%g7bV|vF_ zc>#hZp#2yCu8V&FKv?N3x42RBjhv?6mmI_~mIfco#Ya-DHH-fw_nt0+uD8&ZIABME zNy0}D)fUz|L?ENPsFw0^U!pfRUzNA+Z#~KV%0XMo6k19C*0GJBVw}VJk~U7blxcXw zp<{JBR)mCE50^UixzypzwMQpymsW#7Eb!H=kdEv1JCJ(DEriNkMJPQ9k7>q%H=Z(R zW!7AsYS?y$TQnFYJ;ObrP%t9T_&8wQ1q4V4our5+m(3)WHupBLk~Ay#si`TkT}#no zefUU@$;UmE`75ht&)E$`f_Dr8oFOwriY^vxNo-jAMZ*c8e}W$xjwz{TzN3!pV3B^u zt++_-e+1zV0D6WXSdq}~_r(cMG{?84jh@?;uO#`vSUC+hqmZGFMM_WDW^?K?z9OORi(BpUaPd26Cc3~ zFu=s(geXbaniwL~iFte`b7MKaG<+=Q*J%?&=OhF2+Wa^za|WY82fw1sAv84?_V6sY z0TFEPM_l;j@`}m|1@w4Lq1#?+SIM-jA->D&numH=C9np78)$_ALVIDkaAw7X=>s+Q z2R0gS{66GFW7ImN=E|qW`jlx+Xv#)ghw(HW3O3AvbC2)k($(XYny9@bh*^Am>mKwL zR;30$R994Ql3kg3%}4hY>b{W51(^rdYJ_=VNcgH+v+{sx2xjJH%0@04Z#$YQz0Fg_ z>n8o%DK~cH7ZWvr#J2^dH8FL01yP(J*fVX^fbJdj$7ZNGQrQ`)S?Qndoh^gh0Ulst zk-_dq1fkgd;9xkREJ^gvpNM~*RYDs~`o6Z_mBT@i2j_%Z&Qkfs2 zDS-qNA`y$AXNF_>hOdRs<{7EBDAr+HM`Z;^4F#r-JS@v2<0&+YPab{8Oq}YIH zhVu+{C8*0z9~7MfMwYWvh0Dt+T%jA{QVJ>wXJL==G*Y84?1&UCTp53QR_9RTNFVS? z_sxDemGg~4^ZA1Z0L`cUv2<49YooIcOSfZsJ7bwYa#%Z~`)dB{@YI z7*1a#l362?RjuW5F`U##wWtyz6D}70H=sR0d^iwhqz;OGwdrFHm1tRo>rfMPWlAV9 z?>Gh6zl`JOE6UQJRAH6f1u-?O?EOS53?4&VCU+)GTZnt1EpHvWfn203_L20~u$Bg^ zTk3d$G8sKEk7=d7!IpAkUw&pu1Xbhn z7BM$@hHWmc^hPb;PH%p+7d;z@21%pw|MCg8ctRgQ$cwvhoChy17#!GZgH_qo4+N5$ z21@J*W14Ljn5%atFF($MW+!L-Q^ID0xe~T#!j_>J47^ON2dyt#S5j9-iMOcPhOM@~ zSkP2CneuzQ=IlCc6_Eu??8NC%OT$@3kQ7G@WYkI)s$c$iB4I~v@kEbLxRWfNm#fvk z#dbEmlECxfZuLQkpMcN9>x(8C(7;b31hRZ45Ws)0Bmd79v{=zQ9_4dV?6a;Y9}25CSbAQdpQKt6!Ec@LVr1Y z({T6>?(g?TGgc4y_c@;IHuaZr5~ejtrI_!BglNF#&=9O~3Ygf8ln+6N_pYSTv zuj<%5?TrjRA8J>^mV*E)AV2u_?Z*v=5tyb}sf#vWieZE%o%^}S)QVZ>@r6`Nx4gn>*|4$Rpd)v(PSY~jEQ)V3a zWPWDdtIv}srA;8O?^m$i30tiU@pw82)SmWL;fN&lb50C8v7eeOROjVM<-2|@_bi5^ zj%jJ_6a>%?U))>lkGC24H=L^s-U4QhwtCx~CBTK3X&xQ-RJI>Igs~x}e8S@hqdzC5 z4y1-7+QOGaam?GapQ$`ZC=^u-zP>iZu-}uf{@A1GnP@N25Fv`8E;o``Pt+N{x%!}_JrCPlp$Fjob5!}e`v)pC6Ks52jpHKfd`_t3Z z1msNPt0GP)sNP}16Q-)KKhe|Gr?U)}x|pOpbWQ=gGAi)@njwZJhPhzk(}tl7GISBK zXuit1mU$vhJG1L7l= zaI0B0NhhDsA`5z93rOxe#$8{f0B8S3isy`gmV4~$OX!@Xk36hEUyO83H~JhDRr6Zn zv$K@gbR7Ho%B$W6iV=1x@>(A_#9mam5D#66&fNE6+YoM^6mHV!hVlwW?)lYO=SxBd zB5!ZOdldp7AF_cVA;mF^5o{o|Sxw3io9UR3MDEv8M{OeA_7VCTCy$+)6j{Fj($A#Q zPYUWWrbJ@Eqe7dGU$JKC9ckh^XrrwQ8?59Te~eso+8Nms@uP37)@G&tBVzYDzle~+ zM8SLw$1eDL(n`ZYb-6X^Vsh8We~$MFXUsVr{yhImyo@EueJ3pL5ohqb06~4}OT)49 zL~^d)yxrD9b0mi)xnc;2C23QNf7n)8i?-XDP83R`z`DE=&Yn_;BY$7Q#f(NB*$Ig$vmpE$?bT+6I-ucQ<2#AL9uDzS(_B=ffBJyNqGRq{d6Q?{G82mZ3VZEp3!x7ey}M03hNzyY#6BYG5AD*Spu&N$QhZg@`woKL6Vw8n-Z_2A~c8~ zxjSIK=6|6Luq_ZNU5IK2Q&xsbNDj&K;*@jpQcWN);ZAE=NXPi(bqs!pwCGHq0uZE` zCjvFg%zsJ#tWura2(tyGrH4WyW>wuPS6 z!fEjS4gF)2p~<&~_51^PBO!d4-sy#qH-hk`5yxHjg-<6I7yfBltE)SzezCam_Aczf zml{ZxcjI=Xjw^h|<-aev18ny^H0{t36467U(w8mduGPMdtqX`wEy9m4De;LZiTXUL zY`Xhx=#e1E_~i&t7u6F9e)Ik^O5AYX#zc3a=G2Avtz@pnDF!lg(@R`z-@!={d7h9Q z;v!dI$t*2hxc%3mEj?4oD^R7K6P^Ft^AJu`HxgNU$MlZn{*ZTyQVEg{sawR#H3oFa zc9Z#jUCc=Re1~Fv#O-xzUT$~^Cqe1;?@B}_B6NcFZkB}bVO*Mgakn-%wt|^8DcXNw zhe!YV_*Fw$cRMU^GMN~=kO)kakyC1jLvNOI;Vd+88ozn}VjlI80YPhZ!3be7h+orQanD)hn+Ct@bF z-pCYKEQ$C-UaQ{sXQm=4hO_#GyNb^9_`CpqtBG z!=|U3pTUawtc)~FP3=XGTqQ;KtzBQupwHC0;7E^e>qi(h2nPCn z2`0-aydcEE4`j}lJI41e=QOub&CmYao`RcvbmhuD;hL?Y%NJvl0N9b}?0%BE~qr} zyu$31Ci^N$+uAoZWczd+-JLSnmI)^~fshzd0zerNQdS-N(a=T>CMNC)PEbfyYU^#= z9NMSc?uIf16z+wEMLVNB2_+9ss}4Bp1KdhGyEEn{xWx8fB*|1NO-#}PA8JlaE7a7zn1h!A-5d( zYtJ-$b1&OzdT(%gAe2hT@W)fxi9C1&l7rbI#K+q&eqig2m*$cS>Po*y0j5k+!`{7V z9bIolOl-*nY77eC4Ypyx$L6t)5EIxYmy~&AJGYPUQk6eTlRswsI`XhSU;j#>dND8cqk0D89x(tR zPL9`nE8&qf=}LLxer=w4>+Z{0V^OyDvt#;1JaJHCpd^KzOGG#UM`n8Z%Y^?)+%u9C z*dEX~cXLO6w%>}5k(r^^W2K1V!sCP2g_4V3#^=jT%Pz(NXSOZ5&ne|D?MF-uJ}O~( z^445W&7~>@gJ9y&=h#<{+8GF5oF5p-r-l=txUO#gN8)?+`cpHBesPian`5=Ax5s<8 z;Q))VGKj#N;a-GE<(?)0b;GG*E6sQrwY72WOO#&9C*`c|><5uzmVnTmv8r^gL4aiL%3M*YyF7tC6JC9^xGD?i>K5bBVFz0%T(vU|EK-F`SC6 z2PsFMvgi3HJi9^SoXC&Ln|&;O&3HQp7!O@fWK(^>e_}J!xdS_2xmMI~>bkPq*XO^f z-kQ}H9c!RhTrUpb&v)Ld1i6ang4j^otvG)HE$WDJb_e(+&3ziu58=?>Ug+3)t%Q&^ zAE<<1K>^Z@)z>#>cuaatZRF5Q44t&q4QRqqwOpp4+?Z!f@8(L(Y_lMU&7%qv$ z!&mBlBKTtS`OsqI`6sdNL?%04cHHZ)$tYetpUWi%lFICv$0EWjgqH#d+)VQ((P>+o z^kz6_saFi!Si{`ap3Hlbp?;UJmzPZP=)l?kr``ozf`6c}G}&2QQKn?9RFTv_>i!^K z+`IBu_?6E`7AamlC!(TD$~D$lGL&nKKMAtZzT7`|43-(uG3 z2$TKAHj+9W@oE}V;id+7&7fsB*;PY{H_l_i$yWvSQ+&rUh?SDcpaEYjUDB)G^zw?y zd@{$jz9LGr?Mdb_rH^rMFz>I=41?c-Bnd9ipRMZ9514~1fUMTy3@jHxXw;zCrT$qL zWOdcSut!;D-2Yf}GSfMkHj& zmKrX9lH6&mM#es#O^i6}0|^f`p`=C|$64E@8d5WUZ}HBjbLs49KN~KK9*TD~HU?7j z#s|D9DezZxTkw}0R+C^iV@hSVt7XaCC*`I}tCX|Mh_gSPOxw#piOhd={s;<;Q&=_- zjWYYVYFyV@s@p6J?!Kc7R~L~p%-Xu!?@X@a1R1S-L}1(TOeBnjg?YWRNtV8eg3v9s zIquyn~oU!|$RX1d2F%=7EcP`oa-e z1Cstrd_IuYD#G=Sy~r#f(v`o%7J!`CPSoqnm_1T2H2ZrSZilZQkD>`y;f zkH?NMJ33>MhK=I6?nlkxR>oR4c10rjsR6IbpJLm!?kU3C{PU|WWmDyOXi-KqG^F*< zfpQ^4X6%UR<2cd>5LEar)g3-sS(`~moyE!ALk%dJ4tWE1VLDLSO&mgyZ7fVy|KavU zwO>HDlY|hA-|!2+vp=?k%ZjY#m_ORpnsk@Z!5r^k#z5D1l?kLD2wLm@3kEZdOWQLn zK^u@GxIOoj@{8owqDkrPt?9Jca+F#`7i7x`XCWXiWQTg6(j0#DR3(L7;k{9?4+BR- zRhA^p&damG)9f+*R!Ni)<Gdx_dtmf^7_l3_VF z=;8^ng5RoFt{G!}oeSFCeJ|+I`2=YW4p4=ZETL`g>eLdZbG+b+VSkY-d7Xy!Ti{dO z0z^n;n=-h*WD9j3u(lZhhzSM*I?aAb-iV^fbPqhR<83}2WmH}Eq^<3n#C<0$_<|cu z{N4%U@;Lt&t+<-R0bn$)y%|YN-q=C{v%Ty@MX=%P z>ni$#D$Vvh<)#CZ<6+hSgc1kJ*l$%#m@Ho-HcA|DRIPaQc0My5X=&%1DQhPEnYVZ8 z1F{Q?nYV-bV}HVXNqE6Q*Wy+M05c|7lz;Gek*$4sVajcv*(2ufOLX2&#ssjs)ioOT zv5G<<^T5IC(_lc>D~MD)UuK@} zvoiAm=MPCs1AFFYYCl5iD}3OMpv z6d}Y4FY$g_vnf6#xuZmmdCCz?7@!jdKqX>R$TSwJX>Ha=lUJ+H)!#b`QyY{^a#K6% z?&_f4X~ZFcaUR4dAr+d*wOH~U_x-t#3@*n?IWeAUx18Ec?SCq`BOiCiPVfsJz*G{R zJpc+r2yO=RIqcHC;(&A3)F140L4wF+dtFS0mo`DaH!O-pYXd6+Eg8DYV9TP`=nBCC zq>V$rMGr!pzAD&cBaIC^F%obaNjBuBpl7=8Y>cjN9@*}E!zuvxHOU7^6acfr|8E+g z`A2*{Df&Q666+k3Mp!OKr66g~&b-elHKFLCV75TmGltYJvPqh(v@=7Z~6XXryOp7_E6oP!c~SS_d=nE2ywy`M#KWV%MV5cF3JBXyCLpQ z|8u`#j)7J<$n2hQWnYecxQ8WlUuIfl3=z~%yWj@iLLkOqO1%XUi$Q7pG?!j>`=%0$|UTfz}4^n*^OKt>74v0q{4Wl8tdYS26UzGUT?MH#tt4nB5+Kw zM-32FW7&s5nPj$0J}l0mOf!}+ZiXNE|()dJ=J8APuZj$scao+)?^kTjEa!6D)^!>(#!uN?|}B$>EOmPfcUw9&W9 zeBrtNFA?H?p9Yk`nK5^h`z(C63>3+wpaailrVQo)u0KJ3Vgrei@^O#kL1I^(QF0J2 zP$(+rRKTO~u?Ivm&Dsv?-Y8R3V#8uu>xRtL?5jJ38_wqX?4^;*O1Psk#C@Y^Rxrbz zJ0i?1T1hf{72kfrZBvqEmMu@qSo5lmdpdhuZzLP7@NyE_KH5k;b_ZZh?OS%41kf!# zepT(Y#1kh`?q3MJ{0T~Lx^x4pbVb(?+Du7h`DIN1PRWXM;=)* zXSn6uRZ2R}dZ0RPFCJU6L9fSp5lY z*A>TOB9!&G?JV&sdWA3b^daycKnrG|Ns5c3vz8rGmo*Qgd zSfR~(;Du=4{)*^nd}m&$!NrG!tcOt8{1eomF<&rmZ-Iq%TU+%V#bi%XmT&q(=sm>1 z5eFCIVNgO0=7EllE__*|-xoJVX9 z_!3d4+#+AK&}MEqxvaf~3w^=WmQde+KMQ%wa|tA2ArAsV1$5A*Q%D5nVR+b=Z(HbO z&AVW-GJGYY2p#SG`aJr!S1L)%CbYHPa=8Mfr!?Y%e8(=`K6E5!p_#h^p3yvYo~b9$ zSzgq*`;utk>a?2+cifmQg;PD9nYBTWex9vBYm%3!}e4Q=10OP4%vM%Hr0T6vrGGQKI@87KbYsL7UApz(kUI~yUV_#Zs?=$QvpS*3=Eok75 zmH`aY966-2{+90)r~ua%+%Uj)c??H8_J&e{F*AQCLb_OyS{P|dufF>>KKp8ZGqb3p z)aOJgZe}0WddUP2M$W42yJ&*-B`XCPubrqXx>zwIUo^O&ZE`5@lrh(_7ba`jboZn! zI~Ty5U=HS{>`Yy7pew}FoOb<=@t3W<&{e5f>kr5ALO%$s^wPp~{J(>!Ap&ydmime1H~ba?on{_s_21Aw zHDHsuJ}T7dwvF_)>5<)YDgyEyB!4GfVx&q##b=-O$n>cuC{4U9GG35!3TRdhW&A z+J^$&4Zd>~Tpr#99PTuaAxGlko#(+wLIf!>kQ)JK zEYgz4aANlb*^LM`a7-);c;l-+jcYe(r$eol7`n3%0GZ1M0D*NX=v6X z4+~Aecr~(JRv zf1&eE7`{dF=`E<2I`00cuvb#0B%F8fRS_9w2{5G0KBg>=1xSBMIOQJQ!-!LJ(D*$_TZ6yKaVLQiI%s3mIW#3Bq_dqG4}=`+-C^*K zjj?)8DNLV2x*VL)0JM)V<~lknD83DKJuJ77VXj5+Kva-b=m#RdG$GT^8O|*JU(kyV ztI>R=R}5CjS3LX`Zmc-9fUf>63%yEfV9u2O?S#sD zA?57g$u}m;lVu}1gZG^wpP1GB^Ce+Xz;lVjqBqB39Rc=FG*j?lI1ch&4eM7|nl)fK zuDYW+eu$?W=$h;Luvv-e!ngy{-0Yd(mu$u-454{kK;B4Ly!om@Z~b2$sXKhDWDXyj zp7b`bBb|bF`m7fT`onuSg9HNA`1_J%JgDKF!|vv-^grpYj{L`Mf638Ti_W>+gptPW zpO$Y;lTJ2;ph3|EI8WJq$;^!LyE`kb7g~K|4nO@nh@iX-56AkSMVhfbo_rp@w@?{9 zO-e37k|uFQ5i`GWH?fbjj4|A!@bkrkR!FoIGJ%phskblK}7lq;` zdBs0XPxQpPqkWR6DMrTkiq~gX9X=u}tg6oSz8n_%PLBkEZ9Cp(0{nN}U+$?%|0Uiz zAGC`c@-XXrJH3aE`&+ZmS+i`kUqp!nDGd)9 z7Qs=j?!{Tmm?F+KseZxVC>k(@Ft8?RWiS+t-5_mn3qTCV%nud73PJ-xwJiUmG&eR} z>D>_ifoM=5F9aAl>iHX*Vc#9m|8DBJao5 zoLw1&QgG@L-{Gqi34{-YY6I$(s8c^R99y3=onpY<^Y%1R^c_NwHsXL2x-4H^-Cd-K zX)-~fPSS0jO`lBjTcP45+nZWYlY@J;K;A*P17L`?f1&20Xuh1&aa4`EDnV%m_IMNOmg`$ z+wm}nIPFh-HwBUc+4EJhec%OxJBJl(xp!WP{&>rn_d51Z0=JGb+I@u538hf65e`eJ z|6Uj1FQv1BpsVjnb#1M?G$Y=bRNS=4xW$c8`cl7rHkQ2@b_$X?aN5|gh$5G3UDJvW z8z{=UWzm2p7?f7>J6vJ%E{{7lPE^HkKN`6QSC1CVw(W zUT7+GoRTNsf(W$?(8W{7Sa)^t5y$I=5|kQ-ghLL= z6A*=_9U;W`D%_rn6m|1Q>?>J_^Dp`lQrF3xc`4s`H-9p)N@b<3lH*W$hgA|!0r8?G zeEAWSNCpxL@S^h67h8*d)$Cwba)R1IYjYh!J$UF#bbvS($0&N>iFoWciKV@;iYWJX zQJVACH0;;xXFN6RUuCSj_*!`x%NnG{$-umGy+Lj!tS4@!fH9x(XC+beozLcdI)jvK zgPrNqYpUim`^~e8AaiJP7kCkUfKWLAPe7tcHpP%0v|a6+dC{=#)G*g*K`f81`o~#lp`v{I^yD+jwrh*h zrccC}EySk}B~_qy1Lu)(S9zn4o(#R8=44r+!7`nJh7>_)KRs+B=U;*HTbCd&Ao|Os zkct~{S!L4$q7skv)|41%_kls026|#wQTAsKOlA3Mb4m8nNu0XSgA!b^JH{i(dxIC- z4ckBGY-zz~6i{k>*t8IM=4kT=2aP$7r&_p^1rKY9De6$N3XT9g+Fx4dXbU|qGL>Dr zuTAzz=|@CTx30BOAjr96|Dt1g3f%Qh;{=liPN7&U!)!rBqWN9jLi3_+s!~uFWzD!a z9esA7@h?wgof4G(&5Ao==~X@EO;hJ&IP59{y6N0#P8kGe>X%3R&JM2qy8N|}Z+5Wz zq~7-j@fNhODL^J*x&tKlFO-Xv=z0Tg`8^%tmx4vrq*W$zme(VQn^%yAdhUy zgF$d<{m1owm`$NMSQ3WU0%=5AmAmA^09$Za|t$5fW-=F=q~cJBDm@*>ls92qw(Vu8Y0VgJ8C zK~g&}PhDHSMSMFcTJE=ULMu9#dH%lV`pT&5fI|zi+q#LM?f}Fuq8NsLB%tJuE~xEu z4qd4a$op&Gd^)3ULUdy&|AVU5a@}_f`$?o{l}j2S%msIHe<}5sWVm7*HJ%4GJj0(& zTc7RD1Xe+B++D=ih8>X0Od-jWw0fv5AnpRygl^PAzWIuNUGXE+F4=C{%nC0hZYNEO z^sdVdZJ5hpX*e_ur#GjOy~BmZY2qJoWRmFW;RXoEEShj7rNsJhJV*xnYYR<_N1yG7)aFocMMZR>p0b!2no>tZ z^x`~tw=X~}I|Ze%AU$+h$=!+MoieA)4>?un^37}wia%HBC={k@{|-s@Y{vquM8F8s zstqKi-v-s9b6%;=x=rufGXv3F!YQlNqBK9}CRG4_G>DxsaO^Wg6L;w~QVREjdD0r) zT~xuw_-FZPPVb~8Rj>{)=8Pv{gD4~P-hkoyvG+nTm$*|_!#AU=shNf|!!wrsAv%U{ znlGu9_m8)Sf`g$o8)HC>0&k|mIpp}A6^l2<%SsaMHD9GBowyfSUIKu4Ots8ZbLv;kLsl>!=dTqM&Tz%Gbk%ANVy zuBkcF3LUl8Iz@YfnlkTr+|f38X1ByVQgjdC5pY8cu`=ThnW^6Es3gS$X3pV-6vIAs z#p2@2Uu?Igk!mJ9>@BaAOBY%XapIrI zeACEp;S@~*cnZZiU{Lt!PZRlGJYNkjt$~)`1-gj@k<8ZaxwynU%P^H98o&{rQ_PPN z@?+3WC}h#gCq3Gg0(mIIlC!r-@;v9O)WS}SF8Ms`#1vydj(}*2Hl+sK4n-K+ioeFV zs|+cmf2)3)XqRuW>~83^RR!agx%4KmPnaI&)7fo;@}>A~l^kccsShl9>a#hL?yCmJ z;V<0YE1i_dt`B*I-_=#OxXx9|JMJdoD4T?72l*2yZ|{UgYGDAKi*7MakdZAwmHs9#J)4=soxzS7S)22AjJR@^h61q0DDV zm&r)z#|gYZMD7rkL5Ook|NASauC)x$(Jo6rCEuK;dBN?kgCyD{?K!rtk}fBF3mC-)%J+Psxa>xDD{;*2dc=HFACBvYK4$ixzEk64D3`*#|! zBlBeU)eA~GZxkC_yT9Jcl)2;9s(T{d^8zV*4C*6P6Qu=X5+jH_Sl>=Z9p<<``P9wE zteMQ-G-*923#!ZU`=KV`e&N&DnJLs;hS%31O$KfkqTS#P^Gg?xJ&9(-i$^w+ns4t^ z7hh^%l}5;^GY!7ZsD9Z|Lg-Jum@LA)|4zinn3ewQo}je6F&dfZJ({_~@Lqkln_c+? z^<-+Z?FLitwXjok*t)SW2Vl=zkLd*DE!<+m)YY6fM>5+NH(I&+j+dB-vFL>&5(ax> z9&up&9a1NmvFc5fx7aaC{MplJq%yWIz6ebewLh1PZ0~hDhFvXrVX7_&H}pavKHE=; zoI=!PUs5y`gn24YrBZ|s9jTAjB^7lwdu)HE)VnOA5A#hl#xS11ejJnYVmR%#eRX9| z;vQ03@)pis-yYT!#gWaeiIvQ~!0=$v+>Y?INZaAmCndka~7ux>3 zNUhCM`mDTp)`kH~AQ7;R`v88?8^FCPqPvuw^Jei2BOdz&Qc=t zUD)k;$8bdI@n`HSmAbuF8TWXPdm7@Dq~$8bNg)_-2VgA-d&E>r1HZ`~2putfHWXDI z2C2oL#@esAIi9)84Ic;@eAN?oCSoU`n>#+*3CtC!&7H)Rxgk?>(DKwUnPTc%>-Kl(hMQ4gi09y0NRd@sxRlh&yd?vt289THc~j!7%^}>sYJ>~ zE^ZGH#!z$Ptab;SPV$#JeG%)EnZ{FC?53=G5qUmaB)d56Gy%tf;|@@>lau2FE4X-s z5M3kwN{iRRjct6GM3e~AvejxmU-h52{-6$o`pHrHgP+SQ7m&A;NG4I_D9o(*v$PUmuze%uq=BE7xaFg8CRj{s)AEdWbyaP}D*gbu!#cJpaT}%Q(bST38 z$})*LB2uu`p&K4X8sPL$Ot~O>v+v;h$xEv>w*ORrrEG5}30Dh7j5}0Qbz=6_a#PQ^ zQA{jsYc=-*t_;C6 zJBg2p#$=O;TkSL`4LlxE;!IEut9{jaKP>xx|6CmU5&c2xL1T8Nx%Tv-sPjbQ94g)z zBB)E5ja;N5SfKFJ-$!f}5Bi_QHVF$|q_s8;8Mx0I1M;@2p!f6<=$*Y3I zv6moTfC(praOL!!vWgmlVAEI+Olj+~CC@((Wv*47!_|SZsDT;O%cAyvek>@m+_!?B z=u=k-R~wu3s`i}qjg;EV`>&+&Vb?ObW0A9nAq1jLpbx zW=)c*!PSg8X6IKFXZfT_Dmy4buGLPTu`o2GYXx$cz<3Lm!% z8&jLO&ldvyU!93MlTd)8wtJslMk*?T}bcgw#ySaOXt-O-_E`AwrDG=N`& zf_e~mrZPPEgvU~P&o#SjcyAeXgKlXcVy>0TV^!uluS9nxf`O7!ry&L*8sVwg38x-Gu^gUL_i~Lfj z473l#8*>l#%ztvPULU|OuR|e6ra_cE*%mCB=?g~o%<#;H$n)!7F;>UoHK7eA?&N)2 ztvPuYfHRC?_6%pT1Tjb9NakI@a@K)H8nYr@`v{#!y5_b&{{?=fNC%e%=YJTl(FSOG z#?)JUU~)*Guv-#o_2~2pe^nhNHh)$_O$Yfwwyi_!;xFf{eP3P_3R}Iq(q?bicG^lE5%%2yQJ`rOYXSfmfyq<;LM zO1fh%Z!M$4k>7_kzm7n%4?%4pnPVNBpq^4ErKV9D$c4t@rUklN`nS&vcB>053&#k3 zB?=ij2-^-Z7-7HWud?lG;aZ^Q8HR=y_c{I-tR<94lq0%}Auxv1?_}#)> zn!NOx;rAsUaTveYTF593>+%OZ*T+Zm3nFVRAq2c(f%LzMWEot=MC2AUT5(>7nn(Q1 zAQa7iZXnCtyzQ<~#)a2ew7@rK2N=ubu$8_m@|u-RQ;DrV?V(@V?X4I0VGOz0EUJL< zPql^~p*a0e=Fzb+unH39F`p#VgNtAblHlsOdC<&dI2R!=S-&K&6zek70@E612ja$y z>0TpwgU_L+TVJ>M_d4lLNcVyZ;6p(KxUIR`w}onDveK0u=u4y;dB#R2>m?_l<@(z| zOClyo?<5h`Kq?9}QWiS#vBvI^VwLI{)OXO+7DS%$b$rrzK2poDZ${ZKo@?*=>`#+_ zg+m8pJI-~BV+MC!!U(PFqsVj4p8)`SkgDJB+v~O_j_D9uSPuDc7&btFcYsFl?h)~y zOJd@qFP7?>ze4d@X&2@4e5Y9_uT9avxG*66LU=P8_Z#`A3doi5{^k*>3Q_JZ#Amc! zO4aR~|JBWr%^Z=`c9wBm{L>few4#*0ONvl%zZa+Zl8S6RiSdKniyyDenA(M0N8Uzy~u4*|Gzum_8f|Qy!m3 zczn?-sqwJr8tG(z`D|uH*i*BKhVvxIdDq0yk)WVMM=_xgF^KQ{6t@}J=^FlQ|i&-66khrMSx0`Vg>t+50*v=SWL$U?yQRGM9$=q_tGqh4r>r?yJ2 ziUN55j9nRa9Q#R4crT2tXB)qz5N~aEFrxl2MbUvRm;VCgb&F$=@~g(*f?xcC3 ztsfrrM>>q5RLe!g=1y?N=ql@jlvY~*tz3fg&ZXTlmNZ6kV;mY+aJ+)v+!V z&{4`TJxSId>9pw}R)af8$;M-#ax;}l0+ZSttm@{3(u zxn;#l##MOUhBRHQo74Rgrs>PE^FRwyay1R6i^KAtH+(96&+ykdnBetgR zT>b&pY!k;=N&Uzqc9iiMrboK9T@0FfW~?-0r!7m| z213vM6s7Aq z_FeazaQ?|FD>d7mG&Hq@%Y<~DtoyOV9=y<>OFf(#Gqqw)5H$FSW1mUx2=uL&{qY>G zmwNUa0;0QM6r?0JI+PUq9!*Z~`1P@#^{8i2cw#Q?e;zEc9JC%Z3ZF>C|)o-LZ z<|~`9>C{^8RKb<`lrCd1V=sGiOX;kqRtY@~XmWYPlKiElRdnsnqA-52cj;o!hK9

c>tZxK2TJEojVjV7mev=*$wra&;#y7L5SR%RzgAt)LWSW z!iq*uZCkf$rEp5K#I#;Pd@&)DCAiH$tBB^xi2m(!#!Y%wPKEJ>B_S|R7C6%6oK&?} zK{TCl3K}J=98HQ0yx+=U8(y<|-x$CK50CN$9;qX%yj5Ca#e+^e?%75w`!bAofLkIU zvHH_={yy6!iLDH^f@wp;q{X0-2Mw&LNkR$Ja~w8YvXp|;Fh#Xe=aLc=tS$YV`I~Lw z>~n>{-H@&t;T!&pqC^J4TF{4gs zuNk_FVDS(ME|z7iH73QR%L^+hj8n2(!Wp!K=I(|ZVm^anC{dMLu4bh=N4wUzT%-!1 zX9ffW7D-I8a8sf-T-Fig2p4l4(9#`I0{jsJB7v@qBeeyNj-{_TXNeZ%x&zGs>t++A z&95fbxh|(m8qPW0_32S##@oc)YGgl*&CS!_K3#bmojj`H0biy}p26&^1^@*p*N!Xn zz6Iqxu%wz(IuHPY*rWXt?b5ksIV+)!`8xzkAm!s%^xKnsDPlr{HDf%qK|#mOK~<{G zu6XXT{-OAbLjy5%9i1UNNq&)_T6wv%bOKvDY*BDf6KM2z>CMeI7Y zGTU?8o*=tGDGTeKRfu^gtn>b0IAEzo^t70^k7D&_Ta|A_y+7 zW#Earil#zI9RVx$Vt9s2-v0a!qL`PBqMkxcjqQLzFPrS0B6dJ#rh){4EJ<2-$G)5V E9}jXKW&i*H literal 0 HcmV?d00001 diff --git a/tests/test_predicate_search_score_functions.py b/tests/test_predicate_search_score_functions.py index 13a7d0f327..d82d6faa7d 100644 --- a/tests/test_predicate_search_score_functions.py +++ b/tests/test_predicate_search_score_functions.py @@ -1,4 +1,5 @@ """Tests for PredicateSearchScoreFunction classes.""" +import os from typing import Callable, FrozenSet, List, Set import numpy as np @@ -317,6 +318,9 @@ def test_exact_energy_score_function(): """Tests for _ExactHeuristicEnergyBasedScoreFunction().""" # Just test this on BlocksEnv, since that's a known problem case # for hadd_energy_lookaheaddepth*. + # NOTE: without this below dummy API key, utils.flush_cache() + # produces a nasty openai error... + os.environ["OPENAI_API_KEY"] = "dummy API key" utils.flush_cache() utils.reset_config({ "env": "blocks", @@ -375,7 +379,9 @@ def test_exact_energy_score_function(): def test_count_score_functions(): """Tests for _RelaxationHeuristicCountBasedScoreFunction() and _ExactHeuristicCountBasedScoreFunction.""" - + # NOTE: without this below dummy API key, utils.flush_cache() + # produces a nasty openai error... + os.environ["OPENAI_API_KEY"] = "dummy API key" utils.flush_cache() utils.reset_config({ "env": "cover", diff --git a/tests/test_pretrained_model_interface.py b/tests/test_pretrained_model_interface.py index 13056ddacd..51aa3d8d81 100644 --- a/tests/test_pretrained_model_interface.py +++ b/tests/test_pretrained_model_interface.py @@ -8,7 +8,7 @@ from predicators import utils from predicators.pretrained_model_interface import GoogleGeminiVLM, \ - LargeLanguageModel, OpenAILLM, VisionLanguageModel + LargeLanguageModel, OpenAILLM, OpenAIVLM, VisionLanguageModel class _DummyLLM(LargeLanguageModel): @@ -127,13 +127,21 @@ def test_openai_llm(): if "OPENAI_API_KEY" not in os.environ: # pragma: no cover os.environ["OPENAI_API_KEY"] = "dummy API key" # Create an OpenAILLM with the curie model. - llm = OpenAILLM("text-curie-001") - assert llm.get_id() == "openai-text-curie-001" + llm = OpenAILLM("gpt-4o") + assert llm.get_id() == "openai-gpt-4o" # Uncomment this to test manually, but do NOT uncomment in master, because # each query costs money. - # completions = llm.sample_completions("Hi", 0.5, 123, num_completions=2) + # completions = llm.sample_completions("Hi", + # None, + # 0.5, + # 123, + # num_completions=2) # assert len(completions) == 2 - # completions2 = llm.sample_completions("Hi", 0.5, 123, num_completions=2) + # completions2 = llm.sample_completions("Hi", + # None, + # 0.5, + # 123, + # num_completions=2) # assert completions == completions2 # shutil.rmtree(cache_dir) @@ -147,3 +155,37 @@ def test_gemini_vlm(): # Create an OpenAILLM with the curie model. vlm = GoogleGeminiVLM("gemini-pro-vision") assert vlm.get_id() == "Google-gemini-pro-vision" + + +def test_openai_vlm(): + """Tests for GoogleGeminiVLM().""" + cache_dir = "_fake_llm_cache_dir" + utils.reset_config({"pretrained_model_prompt_cache_dir": cache_dir}) + if "OPENAI_API_KEY" not in os.environ: # pragma: no cover + os.environ["OPENAI_API_KEY"] = "dummy API key" + # Create an OpenAILLM with the curie model. + vlm = OpenAIVLM("gpt-4-turbo") + assert vlm.get_id() == "OpenAI-gpt-4-turbo" + dummy_img = Image.new('RGB', (100, 100)) + vision_messages = vlm.prepare_vision_messages([dummy_img], "wakanda", + "forever") + assert len(vision_messages) == 1 + assert vision_messages[0]['content'][1]['type'] == 'image_url' + # NOTE: Uncomment below lines for actual test. + # images = [Image.open("tests/datasets/test_vlm_predicate_img.jpg")] + # prompt = """ + # Describe the object relationships between the objects and containers. + # You can use following predicate-style descriptions: + # Inside(object1, container) + # Blocking(object1, object2) + # On(object, surface) + # """ + # completions = vlm.sample_completions(prompt=prompt, + # imgs=images, + # temperature=0.5, + # num_completions=3, + # seed=0) + # assert len(completions) == 3 + # for completion in completions: + # assert "Inside" in completion + # shutil.rmtree(cache_dir) From 65a03b449323a63683213f155799a325ef93b4e6 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Tue, 14 May 2024 13:25:16 -0400 Subject: [PATCH 12/18] Fix `kettle_only` oracle for kitchen (#1647) --- predicators/envs/kitchen.py | 24 +++++++++++++++++ .../ground_truth_models/kitchen/nsrts.py | 27 ++++++++++++------- 2 files changed, 41 insertions(+), 10 deletions(-) diff --git a/predicators/envs/kitchen.py b/predicators/envs/kitchen.py index 8220f21a54..bb542b5b70 100644 --- a/predicators/envs/kitchen.py +++ b/predicators/envs/kitchen.py @@ -218,6 +218,10 @@ def create_predicates(cls) -> Dict[str, Predicate]: Predicate("TurnedOff", [cls.on_off_type], cls.Off_holds), Predicate("Open", [cls.on_off_type], cls.Open_holds), Predicate("Closed", [cls.on_off_type], cls.Closed_holds), + Predicate("BurnerAhead", [cls.surface_type, cls.surface_type], + cls._BurnerAhead_holds), + Predicate("BurnerBehind", [cls.surface_type, cls.surface_type], + cls._BurnerBehind_holds), } return {p.name: p for p in preds} @@ -509,5 +513,25 @@ def Closed_holds(cls, return state.get(obj, "x") <= cls.cabinet_open_thresh - thresh_pad return False + @classmethod + def _BurnerAhead_holds(cls, state: State, + objects: Sequence[Object]) -> bool: + """Static predicate useful for deciding between pushing or pulling the + kettle.""" + burner1, burner2 = objects + if burner1 == burner2: + return False + return state.get(burner1, "y") > state.get(burner2, "y") + + @classmethod + def _BurnerBehind_holds(cls, state: State, + objects: Sequence[Object]) -> bool: + """Static predicate useful for deciding between pushing or pulling the + kettle.""" + burner1, burner2 = objects + if burner1 == burner2: + return False + return not cls._BurnerAhead_holds(state, objects) + def _copy_observation(self, obs: Observation) -> Observation: return copy.deepcopy(obs) diff --git a/predicators/ground_truth_models/kitchen/nsrts.py b/predicators/ground_truth_models/kitchen/nsrts.py index 55c4c230fc..f7263dd284 100644 --- a/predicators/ground_truth_models/kitchen/nsrts.py +++ b/predicators/ground_truth_models/kitchen/nsrts.py @@ -36,7 +36,8 @@ def get_nsrts(env_name: str, types: Dict[str, Type], gripper = Variable("?gripper", gripper_type) on_off_obj = Variable("?on_off_obj", on_off_type) kettle = Variable("?kettle", kettle_type) - surface = Variable("?surface", surface_type) + surface_from = Variable("?surface_from", surface_type) + surface_to = Variable("?surface_to", surface_type) switch = Variable("?switch", switch_type) knob = Variable("?knob", knob_type) hinge_door = Variable("?hinge_door", hinge_door_type) @@ -66,6 +67,8 @@ def get_nsrts(env_name: str, types: Dict[str, Type], OnTop = predicates["OnTop"] Open = predicates["Open"] NotOnTop = predicates["NotOnTop"] + BurnerAhead = predicates["BurnerAhead"] + BurnerBehdind = predicates["BurnerBehind"] nsrts = set() @@ -182,18 +185,20 @@ def moveto_prepullkettle_sampler(state: State, goal: Set[GroundAtom], nsrts.add(move_to_pre_pull_kettle_nsrt) # PushObjOnObjForward - parameters = [gripper, kettle, surface] + parameters = [gripper, kettle, surface_from, surface_to] preconditions = { LiftedAtom(AtPrePushOnTop, [gripper, kettle]), - LiftedAtom(NotOnTop, [kettle, surface]) + LiftedAtom(NotOnTop, [kettle, surface_to]), + LiftedAtom(BurnerAhead, [surface_to, surface_from]), + LiftedAtom(OnTop, [kettle, surface_from]), } - add_effects = {LiftedAtom(OnTop, [kettle, surface])} - delete_effects = {LiftedAtom(NotOnTop, [kettle, surface])} + add_effects = {LiftedAtom(OnTop, [kettle, surface_to])} + delete_effects = {LiftedAtom(NotOnTop, [kettle, surface_to])} ignore_effects = { AtPreTurnOn, AtPrePushOnTop, AtPreTurnOff, AtPrePullKettle } option = PushObjOnObjForward - option_vars = [gripper, kettle, surface] + option_vars = [gripper, kettle, surface_to] def push_obj_on_obj_forward_sampler(state: State, goal: Set[GroundAtom], @@ -215,18 +220,20 @@ def push_obj_on_obj_forward_sampler(state: State, nsrts.add(push_obj_on_obj_forward_nsrt) # PullKettle - parameters = [gripper, kettle, surface] + parameters = [gripper, kettle, surface_from, surface_to] preconditions = { LiftedAtom(AtPrePullKettle, [gripper, kettle]), - LiftedAtom(NotOnTop, [kettle, surface]) + LiftedAtom(NotOnTop, [kettle, surface_to]), + LiftedAtom(BurnerBehdind, [surface_to, surface_from]), + LiftedAtom(OnTop, [kettle, surface_from]), } - add_effects = {LiftedAtom(OnTop, [kettle, surface])} + add_effects = {LiftedAtom(OnTop, [kettle, surface_to])} delete_effects = {LiftedAtom(AtPrePullKettle, [gripper, kettle])} ignore_effects = { AtPreTurnOn, AtPrePushOnTop, AtPreTurnOff, AtPrePullKettle } option = PullKettle - option_vars = [gripper, kettle, surface] + option_vars = [gripper, kettle, surface_to] def pull_kettle_sampler(state: State, goal: Set[GroundAtom], rng: np.random.Generator, From 138e67cefa718a77b9bf1994547657e164a04216 Mon Sep 17 00:00:00 2001 From: Tom Silver Date: Thu, 16 May 2024 14:17:38 -0400 Subject: [PATCH 13/18] allow dashes and underlines in object names for VLM parsing (#1648) --- predicators/datasets/generate_atom_trajs_with_vlm.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/predicators/datasets/generate_atom_trajs_with_vlm.py b/predicators/datasets/generate_atom_trajs_with_vlm.py index 532a6529f8..8b696a2db9 100644 --- a/predicators/datasets/generate_atom_trajs_with_vlm.py +++ b/predicators/datasets/generate_atom_trajs_with_vlm.py @@ -182,7 +182,7 @@ def _parse_unique_atom_proposals_from_list( assert len(atoms_proposal_for_traj) == 1 curr_atoms_proposal = atoms_proposal_for_traj[0] # Regex pattern to match predicates - atom_match_pattern = r"\b[a-z_]+\([a-z0-9_, ]+\)" + atom_match_pattern = r"\b[a-z0-9_-]+\([a-z0-9_, -]+\)" # Find all matches in the text matches = re.findall(atom_match_pattern, curr_atoms_proposal, @@ -190,7 +190,7 @@ def _parse_unique_atom_proposals_from_list( for atom_proposal_txt in matches: num_atoms_considered += 1 atom_is_valid = True - atom = re.sub(r"[^\w\s\(\),]", "", atom_proposal_txt).strip(' ') + atom = re.sub(r"[^\w\s\(\),_-]", "", atom_proposal_txt).strip(' ') obj_names = re.findall(r'\((.*?)\)', atom) if obj_names: obj_names_list = [ From c3d41b4eaccf1331ad2d9e6065e54731fd506451 Mon Sep 17 00:00:00 2001 From: Tom Silver Date: Mon, 20 May 2024 10:20:00 -0400 Subject: [PATCH 14/18] save states and use known predicates in vlm pipeline (#1649) * [wip] save states and use known predicates in vlm pipeline * test fixes * actually save * fix * laziness * push a bunch of fixes * fixes txt issue * all bugs fixed! * fix mypy * gtg! --------- Co-authored-by: Nishanth Kumar --- .../grammar_search_invention_approach.md | 2 +- predicators/datasets/__init__.py | 9 +- .../datasets/generate_atom_trajs_with_vlm.py | 203 ++++++++++++++---- predicators/main.py | 2 +- predicators/structs.py | 21 +- scripts/grammar_search_analysis.py | 3 +- scripts/skeleton_score_analysis.py | 3 +- .../test_active_sampler_learning_approach.py | 4 +- .../test_gnn_action_policy_approach.py | 4 +- .../test_gnn_metacontroller_approach.py | 4 +- .../test_gnn_option_policy_approach.py | 4 +- .../test_grammar_search_invention_approach.py | 3 +- tests/approaches/test_interactive_approach.py | 7 +- .../test_llm_bilevel_planning_approach.py | 4 +- .../approaches/test_llm_open_loop_approach.py | 4 +- .../approaches/test_nsrt_learning_approach.py | 3 +- tests/approaches/test_nsrt_rl_approach.py | 3 +- .../test_online_nsrt_learning_approach.py | 4 +- tests/approaches/test_online_pg3_approach.py | 4 +- tests/approaches/test_pg3_approach.py | 7 +- .../cover__demo+labelled_atoms__manual__1.txt | 14 ++ .../cover__vlm_demos__456__1/traj_0/0/img.jpg | Bin 0 -> 344 bytes .../cover__vlm_demos__456__1/traj_0/0/state.p | Bin 0 -> 2099 bytes .../cover__vlm_demos__456__1/traj_0/1/img.jpg | Bin 0 -> 344 bytes .../cover__vlm_demos__456__1/traj_0/1/state.p | Bin 0 -> 2099 bytes .../cover__vlm_demos__456__1/traj_0/2/img.jpg | Bin 0 -> 344 bytes .../cover__vlm_demos__456__1/traj_0/2/state.p | Bin 0 -> 2099 bytes .../traj_0/options_traj.txt | 2 + tests/datasets/test_datasets.py | 152 ++++++++++--- tests/explorers/test_online_learning.py | 4 +- .../strips_learning/test_oracle_learner.py | 11 +- tests/nsrt_learning/test_option_learning.py | 18 +- tests/nsrt_learning/test_segmentation.py | 10 +- .../test_predicate_search_score_functions.py | 35 ++- 34 files changed, 424 insertions(+), 120 deletions(-) create mode 100644 tests/datasets/mock_vlm_datasets/cover__demo+labelled_atoms__manual__1.txt create mode 100644 tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/0/img.jpg create mode 100644 tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/0/state.p create mode 100644 tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/1/img.jpg create mode 100644 tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/1/state.p create mode 100644 tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/2/img.jpg create mode 100644 tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/2/state.p create mode 100644 tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/options_traj.txt diff --git a/predicators/approaches/documentation/grammar_search_invention_approach.md b/predicators/approaches/documentation/grammar_search_invention_approach.md index b8fb4e2ce1..7d629f0d78 100644 --- a/predicators/approaches/documentation/grammar_search_invention_approach.md +++ b/predicators/approaches/documentation/grammar_search_invention_approach.md @@ -4,7 +4,7 @@ This approach is primarily useful for inventing predicates via program synthesis An example command for running the approach from that paper is: ``` -python predicators/main.py --env cover --approach grammar_search_invention --excluded_predicates all --num_train_tasks 50 +python predicators/main.py --env cover --approach grammar_search_invention --excluded_predicates all --num_train_tasks 50 --seed 0 ``` Last updated: 04/28/2024 diff --git a/predicators/datasets/__init__.py b/predicators/datasets/__init__.py index 9610d3bebf..657d5ee471 100644 --- a/predicators/datasets/__init__.py +++ b/predicators/datasets/__init__.py @@ -13,11 +13,12 @@ from predicators.datasets.ground_atom_data import create_ground_atom_data from predicators.envs import BaseEnv from predicators.settings import CFG -from predicators.structs import Dataset, ParameterizedOption, Task +from predicators.structs import Dataset, ParameterizedOption, Predicate, Task def create_dataset(env: BaseEnv, train_tasks: List[Task], - known_options: Set[ParameterizedOption]) -> Dataset: + known_options: Set[ParameterizedOption], + known_predicates: Set[Predicate]) -> Dataset: """Create offline datasets for training, given a set of training tasks for an environment. @@ -69,7 +70,7 @@ def create_dataset(env: BaseEnv, train_tasks: List[Task], # Second, we add annotations to these trajectories by leveraging # a VLM. return create_ground_atom_data_from_generated_demos( - demo_data, env, train_tasks) + demo_data, env, known_predicates, train_tasks) if CFG.offline_data_method == "demo+labelled_atoms": return create_ground_atom_data_from_labelled_txt( env, train_tasks, known_options) @@ -79,7 +80,7 @@ def create_dataset(env: BaseEnv, train_tasks: List[Task], # instantiated and called from inside this method, but when testing, # we want to instantiate our own 'dummy' VLM. return create_ground_atom_data_from_saved_img_trajs( - env, train_tasks, known_options) + env, train_tasks, known_predicates, known_options) if CFG.offline_data_method == "empty": return Dataset([]) raise NotImplementedError("Unrecognized dataset method.") diff --git a/predicators/datasets/generate_atom_trajs_with_vlm.py b/predicators/datasets/generate_atom_trajs_with_vlm.py index 8b696a2db9..ac88591f53 100644 --- a/predicators/datasets/generate_atom_trajs_with_vlm.py +++ b/predicators/datasets/generate_atom_trajs_with_vlm.py @@ -9,6 +9,7 @@ from pathlib import Path from typing import Dict, List, Optional, Sequence, Set, Tuple +import dill as pkl import numpy as np import PIL.Image @@ -20,7 +21,7 @@ from predicators.settings import CFG from predicators.structs import Action, Dataset, GroundAtom, \ ImageOptionTrajectory, LowLevelTrajectory, Object, ParameterizedOption, \ - State, Task, _Option + Predicate, State, Task, _Option def _generate_prompt_for_atom_proposals( @@ -232,8 +233,12 @@ def _save_labelled_trajs_as_txt( curr_option_str = curr_option.name + "(" for obj in curr_option.objects: curr_option_str += str(obj.name) + ", " - curr_option_str = curr_option_str[:-2] + ")" + str( - curr_option.params.tolist()) + " -> " + if len(curr_option.objects) > 0: + curr_option_str = curr_option_str[:-2] + ")" + str( + curr_option.params.tolist()) + " -> " + else: + curr_option_str = curr_option_str[:] + ")" + str( + curr_option.params.tolist()) + " -> " save_str += curr_state_str + "\n\n" + curr_option_str + "\n\n" # At the end of the trajectory, we need to append the final state, # and a "===" delimiter. @@ -254,7 +259,7 @@ def _save_img_option_trajs_in_folder( """Save a set of image option trajectories as a folder.""" data_dir_path = os.path.join(utils.get_path_to_predicators_root(), CFG.data_dir) - base_folder_name = CFG.env + "__vlm_demos___" + str(CFG.seed) + "__" + str( + base_folder_name = CFG.env + "__vlm_demos__" + str(CFG.seed) + "__" + str( len(img_option_trajs)) base_folder_path = Path(data_dir_path, base_folder_name) if not os.path.exists(base_folder_path): @@ -269,6 +274,11 @@ def _save_img_option_trajs_in_folder( img.save( Path(curr_traj_timestep_folder, str(j) + "_" + str(k) + ".jpg")) + # Save the object-centric state alongside the images. + assert img_option_traj.states is not None + state_file = curr_traj_timestep_folder / "state.p" + with open(state_file, "wb") as f: + pkl.dump(img_option_traj.states[j], f) options_txt_file_path = Path(curr_traj_folder, "options_traj.txt") options_txt_file_contents = "" for opt in img_option_traj.actions: @@ -283,6 +293,8 @@ def _parse_structured_state_into_ground_atoms( env: BaseEnv, train_tasks: List[Task], structured_state_trajs: List[List[Dict[str, Dict[Tuple[str, ...], bool]]]], + state_trajs: Optional[List[List[State]]] = None, + known_predicates: Optional[Set[Predicate]] = None, ) -> List[List[Set[GroundAtom]]]: """Convert structured state trajectories into actual trajectories of ground atoms.""" @@ -324,7 +336,15 @@ def _get_vlm_query_str(pred_name: str, objects: Sequence[Object]) -> str: curr_atoms_traj = [] objs_for_task = set(train_tasks[i].init) curr_obj_name_to_obj = {obj.name: obj for obj in objs_for_task} - goal_atoms = train_tasks[i].goal + # If we have states, then we can just evaluate the goal predicates on + # them. But if we don't, then there's nothing we can do except assume + # that there is only one goal atom that gets satisfied at the end. + assume_goal_holds_at_end = use_dummy_goal + if state_trajs is None: + assert len(train_tasks[i].goal) == 1 + assert known_predicates is None or \ + known_predicates.issubset(env.goal_predicates) + assume_goal_holds_at_end = True if use_dummy_goal: # NOTE: In this case, we assume that there is precisely one dummy @@ -332,8 +352,14 @@ def _get_vlm_query_str(pred_name: str, objects: Sequence[Object]) -> str: # reached or not. assert DUMMY_GOAL_OBJ_NAME in curr_obj_name_to_obj - for structured_state in traj: + for j, structured_state in enumerate(traj): + curr_ground_atoms_state = set() + if state_trajs is not None: + assert known_predicates is not None + curr_ground_atoms_state |= utils.abstract( + state_trajs[i][j], known_predicates) + for pred_name, objs_and_val_dict in structured_state.items(): # IMPORTANT NOTE: this currently assumes that the data is such # that a predicate with a certain name (e.g. "Sliced") @@ -343,6 +369,11 @@ def _get_vlm_query_str(pred_name: str, objects: Sequence[Object]) -> str: # check for this in the future. if pred_name not in pred_name_to_pred: if len(objs_and_val_dict.keys()) == 1: + # NOTE: this below code doesn't do the right thing + # when there are multiple of the predicate that + # are true with different objects of the same type + # (e.g. Covers(obj1, targ1) and Covers(obj2, targ2)). + # We might want to do something about this. # In this case, we make a predicate that takes in # exactly one types argument. for obj_args in objs_and_val_dict.keys(): @@ -391,8 +422,8 @@ def _get_vlm_query_str(pred_name: str, objects: Sequence[Object]) -> str: pred_name_to_pred[pred_name], [curr_obj_name_to_obj[o] for o in obj_args])) curr_atoms_traj.append(curr_ground_atoms_state) - # Add the goal atom at the end of the trajectory. - curr_atoms_traj[-1] |= goal_atoms + if assume_goal_holds_at_end: + curr_atoms_traj[-1] |= train_tasks[i].goal atoms_trajs.append(curr_atoms_traj) return atoms_trajs @@ -418,6 +449,7 @@ def _parse_structured_actions_into_ground_options( ground_option = option.ground([ curr_obj_name_to_obj[obj_name] for obj_name in structured_action[1] + if len(obj_name.strip()) > 0 ], np.array(structured_action[2])) # Call initiable here because we will be calling # terminal later, and initiable always needs @@ -504,7 +536,7 @@ def _parse_options_txt_into_structured_actions( structured set of tuples suitable for later conversion into more structured GroundAtomTrajectories.""" structured_actions_output = [] - pattern_option = r'(\w+)\(([^)]*)\)\[([\d.,\s]*)\] ->' + pattern_option = r'(\w+)\(([^)]*)\)\[([\d.,\s-]*)\] ->' option_matches = re.findall(pattern_option, text) for i in range(len(option_matches)): current_option_with_objs = (option_matches[i][0], @@ -599,7 +631,8 @@ def _parse_vlmtraj_file_into_structured_trajs( def _query_vlm_to_generate_ground_atoms_trajs( image_option_trajs: List[ImageOptionTrajectory], env: BaseEnv, - train_tasks: List[Task], all_task_objs: Set[Object], + train_tasks: List[Task], known_predicates: Set[Predicate], + all_task_objs: Set[Object], vlm: VisionLanguageModel) -> List[List[Set[GroundAtom]]]: """Given a collection of ImageOptionTrajectories, query a VLM to convert these into ground atom trajectories.""" @@ -633,17 +666,28 @@ def _query_vlm_to_generate_ground_atoms_trajs( # dict. This requires each set of labelled atoms text to be enclosed # by curly brackets. structured_state_trajs = [] - for atom_traj in atom_labels: + state_trajs: Optional[List[List[State]]] = [] + for atom_traj, io_traj in zip(atom_labels, image_option_trajs, + strict=True): atoms_txt_strs = [ '{' + curr_ts_atoms_txt + '}' for curr_ts_atoms_txt in atom_traj ] full_traj_atoms_str = '\n\n'.join(atoms_txt_strs) structured_state_trajs.append( _parse_atoms_txt_into_structured_state(full_traj_atoms_str)) + if io_traj.states: + assert state_trajs is not None + state_trajs.append(io_traj.states) + else: + state_trajs = None # Given this, we now convert each trajectory consisting of a series of # structured states into a trajectory of GroundAtoms. ground_atoms_trajs = _parse_structured_state_into_ground_atoms( - env, train_tasks, structured_state_trajs) + env, + train_tasks, + structured_state_trajs, + state_trajs=state_trajs, + known_predicates=known_predicates) _debug_log_atoms_trajs(ground_atoms_trajs) return ground_atoms_trajs @@ -651,6 +695,7 @@ def _query_vlm_to_generate_ground_atoms_trajs( def create_ground_atom_data_from_generated_demos( dataset: Dataset, env: BaseEnv, + known_predicates: Set[Predicate], train_tasks: List[Task], vlm: Optional[VisionLanguageModel] = None) -> Dataset: """Given an input dataset that's been generated from one of our @@ -700,8 +745,8 @@ def create_ground_atom_data_from_generated_demos( img_option_trajs.append( ImageOptionTrajectory( set(traj.states[0]), state_imgs, - [act.get_option() for act in curr_traj_actions_for_vlm], True, - traj.train_task_idx)) + [act.get_option() for act in curr_traj_actions_for_vlm], + curr_traj_states_for_vlm, True, traj.train_task_idx)) option_segmented_trajs.append( LowLevelTrajectory(curr_traj_states_for_vlm, [ Action(np.zeros(act.arr.shape, dtype=float), act.get_option()) @@ -718,7 +763,8 @@ def create_ground_atom_data_from_generated_demos( if vlm is None: vlm = utils.create_vlm_by_name(CFG.vlm_model_name) # pragma: no cover ground_atoms_trajs = _query_vlm_to_generate_ground_atoms_trajs( - img_option_trajs, env, train_tasks, all_task_objs, vlm) + img_option_trajs, env, train_tasks, known_predicates, all_task_objs, + vlm) return Dataset(option_segmented_trajs, ground_atoms_trajs) @@ -740,18 +786,42 @@ def create_ground_atom_data_from_labelled_txt( _debug_log_atoms_trajs(ground_atoms_trajs) option_trajs = _parse_structured_actions_into_ground_options( structured_actions, known_options, train_tasks) - # We also need to create the goal state for every train task. - goal_states_for_every_traj = _create_dummy_goal_state_for_each_task( - env, train_tasks) - # Finally, we need to construct actual LowLevelTrajectories. - low_level_trajs = _convert_ground_option_trajs_into_lowleveltrajs( - option_trajs, goal_states_for_every_traj, train_tasks) + # Finally, we just need to construct LowLevelTrajectories that we can + # output as part of our Dataset. + goal_states_for_every_traj = None + if "DummyGoal" in str(train_tasks[0].goal): + # Now, we just need to create a goal state for every train task + # where the dummy goal predicate holds. This is just bookkeeping + # necessary for NSRT learning and planning such that the goal + # doesn't hold in the initial state and holds in the final state of + # each demonstration trajectory. + goal_states_for_every_traj = _create_dummy_goal_state_for_each_task( + env, train_tasks) + # Finally, we need to construct actual LowLevelTrajectories. + low_level_trajs = _convert_ground_option_trajs_into_lowleveltrajs( + option_trajs, goal_states_for_every_traj, train_tasks) + else: + low_level_trajs = [] + for i, opt_traj in enumerate(option_trajs): + states = [train_tasks[i].init for _ in range(len(opt_traj))] + states.append(train_tasks[i].init) + actions = [ + Action(np.zeros(env.action_space.shape, dtype=np.float32), opt) + for opt in opt_traj + ] + # NOTE: we're making an assumption here that the train_task_idx + # of the LowLevelTrajectory is i. This may not be true and + # is probably something we should deal with in a principled way + # in the future. + low_level_trajs.append(LowLevelTrajectory(states, actions, True, + i)) return Dataset(low_level_trajs, ground_atoms_trajs) def create_ground_atom_data_from_saved_img_trajs( env: BaseEnv, train_tasks: List[Task], + known_predicates: Set[Predicate], known_options: Set[ParameterizedOption], vlm: Optional[VisionLanguageModel] = None) -> Dataset: """Given a folder containing trajectories that have images of scenes for @@ -782,7 +852,8 @@ def create_ground_atom_data_from_saved_img_trajs( assert path.is_dir() state_folders = [f.path for f in os.scandir(path) if f.is_dir()] num_states_in_traj = len(state_folders) - state_traj = [] + img_traj = [] + state_traj: Optional[List[State]] = [] for state_num in range(num_states_in_traj): curr_imgs = [] curr_state_path = path.joinpath(str(state_num)) @@ -790,7 +861,15 @@ def create_ground_atom_data_from_saved_img_trajs( img_files = sorted(glob.glob(str(curr_state_path) + "/*.jpg")) for img in img_files: curr_imgs.append(PIL.Image.open(img)) - state_traj.append(curr_imgs) + img_traj.append(curr_imgs) + state_file = curr_state_path / "state.p" + if state_file.exists(): # pragma: no cover + with open(state_file, "rb") as fp: + state = pkl.load(fp) + assert state_traj is not None + state_traj.append(state) + else: + state_traj = None # Get objects from train tasks to be used for future parsing. curr_train_task = train_tasks[train_task_idx] curr_task_objs = set(curr_train_task.init) @@ -803,11 +882,24 @@ def create_ground_atom_data_from_saved_img_trajs( with open(options_traj_file, "r", encoding="utf-8") as f: options_file_str = f.read() option_names_list = re.findall(r'(\w+)\(', options_file_str) - parsed_str_objects = re.findall(r'\((.*?)\)', options_file_str) - object_args_list = [obj.split(', ') for obj in parsed_str_objects] - # Remove empty square brackets from the object_args_list. - for object_arg_sublist in object_args_list: - object_arg_sublist.remove('[]') + option_args_strs = re.findall(r'\((.*?)\)', options_file_str) + parsed_str_objects = [ + re.sub(r'\[[^\]]*\]', '', option_args_str).strip() + for option_args_str in option_args_strs + ] + objects_exist = len(''.join(obj_str + for obj_str in parsed_str_objects)) > 0 + object_args_list: List[List[str]] = [ + [] for _ in range(len(parsed_str_objects)) + ] + if objects_exist: + cleaned_parsed_str_objects = [ + obj_str[:-1] if obj_str[-1] == "," else obj_str + for obj_str in parsed_str_objects + ] + object_args_list = [ + obj.split(', ') for obj in cleaned_parsed_str_objects + ] parameters = [ ast.literal_eval(obj) if obj else [] for obj in re.findall(r'\[(.*?)\]', options_file_str) @@ -821,31 +913,50 @@ def create_ground_atom_data_from_saved_img_trajs( for opt_arg in option_objs_strs_list ] option = option_name_to_option[option_name] - ground_option = option.ground(objects, np.array(option_params)) - # NOTE: we assert the option was initiable in the env's initial - # state because during learning, we will assert that the option's - # initiable function was previously called. + if isinstance(option_params, float): + params_tuple = (option_params, ) + else: + params_tuple = option_params + ground_option = option.ground(objects, np.array(params_tuple)) assert ground_option.initiable(curr_train_task.init) ground_option_traj.append(ground_option) # Given ground options, we can finally make ImageOptionTrajectories. image_option_trajs.append( - ImageOptionTrajectory(list(curr_task_objs), state_traj, - ground_option_traj, True, train_task_idx)) + ImageOptionTrajectory(list(curr_task_objs), + img_traj, + ground_option_traj, + state_traj, + _is_demo=True, + _train_task_idx=train_task_idx)) # Given trajectories, we can now query the VLM to get proposals for ground # atoms that might be relevant to decision-making. if vlm is None: vlm = utils.create_vlm_by_name(CFG.vlm_model_name) # pragma: no cover ground_atoms_trajs = _query_vlm_to_generate_ground_atoms_trajs( - image_option_trajs, env, train_tasks, all_task_objs, vlm) - # Now, we just need to create a goal state for every train task where - # the dummy goal predicate holds. This is just bookkeeping necessary - # for NSRT learning and planning such that the goal doesn't hold - # in the initial state and holds in the final state of each demonstration - # trajectory. - goal_states_for_every_traj = _create_dummy_goal_state_for_each_task( - env, train_tasks) - # Finally, we need to construct actual LowLevelTrajectories. - low_level_trajs = _convert_ground_option_trajs_into_lowleveltrajs( - [traj.actions for traj in image_option_trajs], - goal_states_for_every_traj, train_tasks) + image_option_trajs, env, train_tasks, known_predicates, all_task_objs, + vlm) + # Finally, we just need to construct LowLevelTrajectories that we can + # output as part of our Dataset. + goal_states_for_every_traj = None + if "DummyGoal" in str(train_tasks[0].goal): + # Now, we just need to create a goal state for every train task + # where the dummy goal predicate holds. This is just bookkeeping + # necessary for NSRT learning and planning such that the goal + # doesn't hold in the initial state and holds in the final state of + # each demonstration trajectory. + goal_states_for_every_traj = _create_dummy_goal_state_for_each_task( + env, train_tasks) + # Finally, we need to construct actual LowLevelTrajectories. + low_level_trajs = _convert_ground_option_trajs_into_lowleveltrajs( + [traj.actions for traj in image_option_trajs], + goal_states_for_every_traj, train_tasks) + else: + low_level_trajs = [] + for io_traj in image_option_trajs: + assert io_traj.states is not None + low_level_trajs.append( + LowLevelTrajectory(io_traj.states, [ + Action(np.zeros(env.action_space.shape, dtype=np.float32), + act) for act in io_traj.actions + ], True, io_traj.train_task_idx)) return Dataset(low_level_trajs, ground_atoms_trajs) diff --git a/predicators/main.py b/predicators/main.py index ccbb52e74d..ce1a474181 100644 --- a/predicators/main.py +++ b/predicators/main.py @@ -129,7 +129,7 @@ def main() -> None: # Create the offline dataset. Note that this needs to be done using # the non-stripped train tasks because dataset generation may need # to use the oracle predicates (e.g. demo data generation). - offline_dataset = create_dataset(env, train_tasks, options) + offline_dataset = create_dataset(env, train_tasks, options, preds) else: offline_dataset = None # Create the cognitive manager. diff --git a/predicators/structs.py b/predicators/structs.py index 9aabf725d1..10d8482799 100644 --- a/predicators/structs.py +++ b/predicators/structs.py @@ -1135,9 +1135,9 @@ def train_task_idx(self) -> int: @dataclass(frozen=True, repr=False, eq=False) class ImageOptionTrajectory: - """A structure similar to a LowLevelTrajectory where instead of low-level - states and actions, we record images at every state (i.e., observations), - as well as the option that was executed to get between observation images. + """A structure similar to a LowLevelTrajectory where we record images at + every state (i.e., observations), as well as the option that was executed + to get between observation images. States are optionally included too. Invariant 1: If this trajectory is a demonstration, it must contain a train task idx and achieve the goal in the respective train task. @@ -1149,6 +1149,7 @@ class ImageOptionTrajectory: _objects: Collection[Object] _state_imgs: List[List[PIL.Image.Image]] _actions: List[_Option] + _states: Optional[List[State]] = field(default=None) _is_demo: bool = field(default=False) _train_task_idx: Optional[int] = field(default=None) @@ -1156,10 +1157,12 @@ def __post_init__(self) -> None: assert len(self._state_imgs) == len(self._actions) + 1 if self._is_demo: assert self._train_task_idx is not None + if self._states is not None: + assert len(self._states) == len(self._state_imgs) @property def imgs(self) -> List[List[PIL.Image.Image]]: - """States in the trajectory.""" + """State images in the trajectory.""" return self._state_imgs @property @@ -1172,6 +1175,16 @@ def actions(self) -> List[_Option]: """Actions in the trajectory.""" return self._actions + @property + def states(self) -> Optional[List[State]]: + """States in the trajectory, if they exist.""" + return self._states + + @property + def train_task_idx(self) -> Optional[int]: + """Returns the idx of the train task.""" + return self._train_task_idx + @dataclass(repr=False, eq=False) class Dataset: diff --git a/scripts/grammar_search_analysis.py b/scripts/grammar_search_analysis.py index 4c010ce3e8..7e388912ef 100644 --- a/scripts/grammar_search_analysis.py +++ b/scripts/grammar_search_analysis.py @@ -183,7 +183,8 @@ def _run_proxy_analysis_for_env(args: Dict[str, Any], env_name: str, options = get_gt_options(env.get_name()) env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] - dataset = create_dataset(env, train_tasks, options) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, options, predicates) start_time = time.perf_counter() for non_goal_predicates in non_goal_predicate_sets: diff --git a/scripts/skeleton_score_analysis.py b/scripts/skeleton_score_analysis.py index 5efbd22c9e..f673c11b58 100644 --- a/scripts/skeleton_score_analysis.py +++ b/scripts/skeleton_score_analysis.py @@ -56,9 +56,10 @@ def _setup_data_for_env(env_name: str, }) env = create_new_env(env_name) options = get_gt_options(env.get_name()) + predicates, _ = utils.parse_config_excluded_predicates(env) env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] - dataset = create_dataset(env, train_tasks, options) + dataset = create_dataset(env, train_tasks, options, predicates) assert all(traj.is_demo for traj in dataset.trajectories) demo_skeleton_lengths = [ utils.num_options_in_action_sequence(t.actions) diff --git a/tests/approaches/test_active_sampler_learning_approach.py b/tests/approaches/test_active_sampler_learning_approach.py index 237c0db4a4..2743eda5fa 100644 --- a/tests/approaches/test_active_sampler_learning_approach.py +++ b/tests/approaches/test_active_sampler_learning_approach.py @@ -86,7 +86,9 @@ def test_active_sampler_learning_approach(model_name, right_targets, num_demo, approach = ActiveSamplerLearningApproach(env.predicates, options, env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert approach.is_learning_based # Learning with an empty dataset should not crash. approach.learn_from_offline_dataset(Dataset([])) diff --git a/tests/approaches/test_gnn_action_policy_approach.py b/tests/approaches/test_gnn_action_policy_approach.py index bcf644f5ea..e07cb38c3b 100644 --- a/tests/approaches/test_gnn_action_policy_approach.py +++ b/tests/approaches/test_gnn_action_policy_approach.py @@ -26,7 +26,9 @@ def test_gnn_action_policy_approach(): approach = create_approach("gnn_action_policy", env.predicates, get_gt_options(env.get_name()), env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert approach.is_learning_based task = env.get_test_tasks()[0].task with pytest.raises(AssertionError): # haven't learned yet! diff --git a/tests/approaches/test_gnn_metacontroller_approach.py b/tests/approaches/test_gnn_metacontroller_approach.py index 019e9b5d20..7b0ccd1f41 100644 --- a/tests/approaches/test_gnn_metacontroller_approach.py +++ b/tests/approaches/test_gnn_metacontroller_approach.py @@ -62,7 +62,9 @@ def test_gnn_metacontroller_approach_with_envs(env_name, num_epochs): approach = create_approach("gnn_metacontroller", env.predicates, get_gt_options(env.get_name()), env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert approach.is_learning_based task = env.get_test_tasks()[0] approach.learn_from_offline_dataset(dataset) diff --git a/tests/approaches/test_gnn_option_policy_approach.py b/tests/approaches/test_gnn_option_policy_approach.py index d0bf4dbe01..781358170a 100644 --- a/tests/approaches/test_gnn_option_policy_approach.py +++ b/tests/approaches/test_gnn_option_policy_approach.py @@ -60,7 +60,9 @@ def test_gnn_option_policy_approach_with_envs(env_name): approach = create_approach("gnn_option_policy", env.predicates, get_gt_options(env.get_name()), env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert approach.is_learning_based task = env.get_test_tasks()[0].task with pytest.raises(AssertionError): # haven't learned yet! diff --git a/tests/approaches/test_grammar_search_invention_approach.py b/tests/approaches/test_grammar_search_invention_approach.py index af5166ff69..1c1bdba500 100644 --- a/tests/approaches/test_grammar_search_invention_approach.py +++ b/tests/approaches/test_grammar_search_invention_approach.py @@ -185,8 +185,9 @@ def test_invention_from_txt_file(): }) env = IceTeaMakingEnv() train_tasks = env.get_train_tasks() + predicates, _ = utils.parse_config_excluded_predicates(env) loaded_dataset = create_dataset(env, train_tasks, - get_gt_options(env.get_name())) + get_gt_options(env.get_name()), predicates) approach = GrammarSearchInventionApproach(env.goal_predicates, get_gt_options(env.get_name()), env.types, env.action_space, diff --git a/tests/approaches/test_interactive_approach.py b/tests/approaches/test_interactive_approach.py index e52388bf12..97f612a2a9 100644 --- a/tests/approaches/test_interactive_approach.py +++ b/tests/approaches/test_interactive_approach.py @@ -62,7 +62,9 @@ def test_interactive_learning_approach(predicate_classifier_model, env.types, env.action_space, stripped_train_tasks) teacher = Teacher(train_tasks) - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert approach.is_learning_based # Learning with an empty dataset should not crash. approach.learn_from_offline_dataset(Dataset([])) @@ -239,4 +241,5 @@ def _policy(s: State, memory: Dict, objects: Sequence[Object], "teacher_dataset_num_examples": 0, }) with pytest.raises(AssertionError): - create_dataset(env, train_tasks, get_gt_options(env.get_name())) + create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) diff --git a/tests/approaches/test_llm_bilevel_planning_approach.py b/tests/approaches/test_llm_bilevel_planning_approach.py index 33e304adf2..d41b8be20a 100644 --- a/tests/approaches/test_llm_bilevel_planning_approach.py +++ b/tests/approaches/test_llm_bilevel_planning_approach.py @@ -31,7 +31,9 @@ def test_llm_bilevel_planning_approach(): train_tasks) assert approach.get_name() == "llm_bilevel_planning" # Test "learning", i.e., constructing the prompt prefix. - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert not approach._prompt_prefix # pylint: disable=protected-access approach.learn_from_offline_dataset(dataset) assert approach._prompt_prefix # pylint: disable=protected-access diff --git a/tests/approaches/test_llm_open_loop_approach.py b/tests/approaches/test_llm_open_loop_approach.py index 9ff484e330..efbf257867 100644 --- a/tests/approaches/test_llm_open_loop_approach.py +++ b/tests/approaches/test_llm_open_loop_approach.py @@ -34,7 +34,9 @@ def test_llm_open_loop_approach(): env.action_space, train_tasks) assert approach.get_name() == "llm_open_loop" # Test "learning", i.e., constructing the prompt prefix. - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert not approach._prompt_prefix # pylint: disable=protected-access approach.learn_from_offline_dataset(dataset) assert approach._prompt_prefix # pylint: disable=protected-access diff --git a/tests/approaches/test_nsrt_learning_approach.py b/tests/approaches/test_nsrt_learning_approach.py index 6050cd2915..9c27cfea39 100644 --- a/tests/approaches/test_nsrt_learning_approach.py +++ b/tests/approaches/test_nsrt_learning_approach.py @@ -74,7 +74,8 @@ def _test_approach(env_name, options = parse_config_included_options(env) approach = create_approach(approach_name, preds, options, env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, options) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, options, predicates) assert approach.is_learning_based approach.learn_from_offline_dataset(dataset) task = env.get_test_tasks()[0].task diff --git a/tests/approaches/test_nsrt_rl_approach.py b/tests/approaches/test_nsrt_rl_approach.py index 0d7a4443cd..ada9596347 100644 --- a/tests/approaches/test_nsrt_rl_approach.py +++ b/tests/approaches/test_nsrt_rl_approach.py @@ -63,7 +63,8 @@ def test_nsrt_reinforcement_learning_approach(nsrt_rl_reward_epsilon): perceiver = create_perceiver("trivial") exec_monitor = create_execution_monitor("trivial") cogman = CogMan(approach, perceiver, exec_monitor) - dataset = create_dataset(env, train_tasks, {}) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, {}, predicates) assert approach.is_learning_based approach.learn_from_offline_dataset(dataset) interaction_requests = approach.get_interaction_requests() diff --git a/tests/approaches/test_online_nsrt_learning_approach.py b/tests/approaches/test_online_nsrt_learning_approach.py index 1361a9a2ce..d84dfb1d2e 100644 --- a/tests/approaches/test_online_nsrt_learning_approach.py +++ b/tests/approaches/test_online_nsrt_learning_approach.py @@ -39,7 +39,9 @@ def test_online_nsrt_learning_approach(): get_gt_options(env.get_name()), env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert approach.is_learning_based # Learning with an empty dataset should not crash. approach.learn_from_offline_dataset(Dataset([])) diff --git a/tests/approaches/test_online_pg3_approach.py b/tests/approaches/test_online_pg3_approach.py index fbec90fac1..eec158cdd5 100644 --- a/tests/approaches/test_online_pg3_approach.py +++ b/tests/approaches/test_online_pg3_approach.py @@ -38,7 +38,9 @@ def test_online_pg3_approach(): approach = OnlinePG3Approach(env.predicates, get_gt_options(env.get_name()), env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert approach.is_learning_based # Learning with an empty dataset should not crash. approach.learn_from_offline_dataset(Dataset([])) diff --git a/tests/approaches/test_pg3_approach.py b/tests/approaches/test_pg3_approach.py index de5e70bbdc..171faace4a 100644 --- a/tests/approaches/test_pg3_approach.py +++ b/tests/approaches/test_pg3_approach.py @@ -151,7 +151,9 @@ def test_pg3_approach(approach_name, approach_cls): option = act.get_option() assert option.name == "pick-up" # Test learning with a fast heuristic. - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) approach.learn_from_offline_dataset(dataset) load_path = utils.get_approach_load_path_str() expected_policy_file = f"{load_path}_None.ldl" @@ -190,7 +192,8 @@ def test_cluttered_table_pg3_approach(): train_tasks = [t.task for t in env.get_train_tasks()] approach = PG3Approach(env.predicates, get_gt_options(env.get_name()), env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + env.predicates) approach.learn_from_offline_dataset(dataset) # Test several tasks to make sure we encounter at least one discovered # failure. diff --git a/tests/datasets/mock_vlm_datasets/cover__demo+labelled_atoms__manual__1.txt b/tests/datasets/mock_vlm_datasets/cover__demo+labelled_atoms__manual__1.txt new file mode 100644 index 0000000000..303c1504a8 --- /dev/null +++ b/tests/datasets/mock_vlm_datasets/cover__demo+labelled_atoms__manual__1.txt @@ -0,0 +1,14 @@ +=== +{*IsRobot(robby): True +} -> + +PickPlace()[0.6926419734954834] -> + +{*IsRobot(robby): True +} -> + +PickPlace()[0.6926419734954834] -> + +{*IsRobot(robby): True +} +=== diff --git a/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/0/img.jpg b/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/0/img.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea83f3e6ad1225443be02991987089d61bfb82dd GIT binary patch literal 344 zcmex=^(PF6}rMnOeST|r4lSw=>~TvNxu(8R<Jq?U}9uuW@2GxWo2Ojs;&jfGq4D<3Mm>o zvIz$!vMUve7&T5@$f4}C@t|nX#SbdRNkvVZTw>x9l2WQ_>Kd9_CZ=ZQ7M51dF0O9w z9-dyoA)#U65s^{JDXD4c8JStdC8cHM6_r)ZEv;?s9i3g1CQq3GGAU*RJ2VdF$b$$4{OPfBE|D b`;VW${@-HY00o;p!_R+R8jE0P{r{T)49{?O literal 0 HcmV?d00001 diff --git a/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/0/state.p b/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/0/state.p new file mode 100644 index 0000000000000000000000000000000000000000..ff9446d1a5d058e20dd83ab43805679ae56e4361 GIT binary patch literal 2099 zcmeH{O=uHA6vwyiZW^t%N~xBLno@-L6&eJQB5Y{|!9e<<7Y`-OZl;~oHXCYI^W&=a8N3yqW*+{ok9N z(C@~hS};U&!KK-pO}OKF36HzJ%{>stSxz{G88~gPtmv{xBB2pkO&2vcmme4cE4Pu+p?+Q;bGK_c(Zbg3#JUg}YxNQL= zTk`&Rp_s58mnO#jF`gr?ONzKP<5JtntMn0A7(pP2`g~S}%s@(;gx(qpreF}_shX5A z39MZh*&tcmQagMCrf;g%I#F{H(&_Y>UpRuFl*YlD?u{$gS55WQwEOqucx7&VR5yFE z`&0OS^(|mHiz@fgIOS~;SR>oP_JpY>!&KQ`OtODv^ywYF#&rLS<@y*WnFE`RQT*tDCQo3o4N4|47ux430osoPN>n}@`xm=!H0m|C2Jc!#6 zoX{2SLE6I)zJKoi+0#>vwhqyewpBT_WGaWgnWYbMESrBgQ?ELub3I=q?4JOTwXj`m zH)~zv*&gocDn}vGQfY8`;cLmRhNLT`Sh;BGxf-H9G5hw9Ek0aa*#Ir5T0hzl$|fsi zUmQ7o>~_cb>3@-xRU4R_HD6D>6UW=<16f}*c{yxpd5`fr$jdtff44#`6}tiKkf`;O fmCbs!TC?_O`uc=7|7|+3>A?Txfc)AL-%9)jaebBT literal 0 HcmV?d00001 diff --git a/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/1/img.jpg b/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/1/img.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea83f3e6ad1225443be02991987089d61bfb82dd GIT binary patch literal 344 zcmex=^(PF6}rMnOeST|r4lSw=>~TvNxu(8R<Jq?U}9uuW@2GxWo2Ojs;&jfGq4D<3Mm>o zvIz$!vMUve7&T5@$f4}C@t|nX#SbdRNkvVZTw>x9l2WQ_>Kd9_CZ=ZQ7M51dF0O9w z9-dyoA)#U65s^{JDXD4c8JStdC8cHM6_r)ZEv;?s9i3g1CQq3GGAU*RJ2VdF$b$$4{OPfBE|D b`;VW${@-HY00o;p!_R+R8jE0P{r{T)49{?O literal 0 HcmV?d00001 diff --git a/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/1/state.p b/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/1/state.p new file mode 100644 index 0000000000000000000000000000000000000000..ff9446d1a5d058e20dd83ab43805679ae56e4361 GIT binary patch literal 2099 zcmeH{O=uHA6vwyiZW^t%N~xBLno@-L6&eJQB5Y{|!9e<<7Y`-OZl;~oHXCYI^W&=a8N3yqW*+{ok9N z(C@~hS};U&!KK-pO}OKF36HzJ%{>stSxz{G88~gPtmv{xBB2pkO&2vcmme4cE4Pu+p?+Q;bGK_c(Zbg3#JUg}YxNQL= zTk`&Rp_s58mnO#jF`gr?ONzKP<5JtntMn0A7(pP2`g~S}%s@(;gx(qpreF}_shX5A z39MZh*&tcmQagMCrf;g%I#F{H(&_Y>UpRuFl*YlD?u{$gS55WQwEOqucx7&VR5yFE z`&0OS^(|mHiz@fgIOS~;SR>oP_JpY>!&KQ`OtODv^ywYF#&rLS<@y*WnFE`RQT*tDCQo3o4N4|47ux430osoPN>n}@`xm=!H0m|C2Jc!#6 zoX{2SLE6I)zJKoi+0#>vwhqyewpBT_WGaWgnWYbMESrBgQ?ELub3I=q?4JOTwXj`m zH)~zv*&gocDn}vGQfY8`;cLmRhNLT`Sh;BGxf-H9G5hw9Ek0aa*#Ir5T0hzl$|fsi zUmQ7o>~_cb>3@-xRU4R_HD6D>6UW=<16f}*c{yxpd5`fr$jdtff44#`6}tiKkf`;O fmCbs!TC?_O`uc=7|7|+3>A?Txfc)AL-%9)jaebBT literal 0 HcmV?d00001 diff --git a/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/2/img.jpg b/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/2/img.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea83f3e6ad1225443be02991987089d61bfb82dd GIT binary patch literal 344 zcmex=^(PF6}rMnOeST|r4lSw=>~TvNxu(8R<Jq?U}9uuW@2GxWo2Ojs;&jfGq4D<3Mm>o zvIz$!vMUve7&T5@$f4}C@t|nX#SbdRNkvVZTw>x9l2WQ_>Kd9_CZ=ZQ7M51dF0O9w z9-dyoA)#U65s^{JDXD4c8JStdC8cHM6_r)ZEv;?s9i3g1CQq3GGAU*RJ2VdF$b$$4{OPfBE|D b`;VW${@-HY00o;p!_R+R8jE0P{r{T)49{?O literal 0 HcmV?d00001 diff --git a/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/2/state.p b/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/2/state.p new file mode 100644 index 0000000000000000000000000000000000000000..ff9446d1a5d058e20dd83ab43805679ae56e4361 GIT binary patch literal 2099 zcmeH{O=uHA6vwyiZW^t%N~xBLno@-L6&eJQB5Y{|!9e<<7Y`-OZl;~oHXCYI^W&=a8N3yqW*+{ok9N z(C@~hS};U&!KK-pO}OKF36HzJ%{>stSxz{G88~gPtmv{xBB2pkO&2vcmme4cE4Pu+p?+Q;bGK_c(Zbg3#JUg}YxNQL= zTk`&Rp_s58mnO#jF`gr?ONzKP<5JtntMn0A7(pP2`g~S}%s@(;gx(qpreF}_shX5A z39MZh*&tcmQagMCrf;g%I#F{H(&_Y>UpRuFl*YlD?u{$gS55WQwEOqucx7&VR5yFE z`&0OS^(|mHiz@fgIOS~;SR>oP_JpY>!&KQ`OtODv^ywYF#&rLS<@y*WnFE`RQT*tDCQo3o4N4|47ux430osoPN>n}@`xm=!H0m|C2Jc!#6 zoX{2SLE6I)zJKoi+0#>vwhqyewpBT_WGaWgnWYbMESrBgQ?ELub3I=q?4JOTwXj`m zH)~zv*&gocDn}vGQfY8`;cLmRhNLT`Sh;BGxf-H9G5hw9Ek0aa*#Ir5T0hzl$|fsi zUmQ7o>~_cb>3@-xRU4R_HD6D>6UW=<16f}*c{yxpd5`fr$jdtff44#`6}tiKkf`;O fmCbs!TC?_O`uc=7|7|+3>A?Txfc)AL-%9)jaebBT literal 0 HcmV?d00001 diff --git a/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/options_traj.txt b/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/options_traj.txt new file mode 100644 index 0000000000..2867f6b6c2 --- /dev/null +++ b/tests/datasets/mock_vlm_datasets/cover__vlm_demos__456__1/traj_0/options_traj.txt @@ -0,0 +1,2 @@ +PickPlace()[0.6926419734954834] +PickPlace()[0.6926419734954834] diff --git a/tests/datasets/test_datasets.py b/tests/datasets/test_datasets.py index 47ac22ff11..e2118d6add 100644 --- a/tests/datasets/test_datasets.py +++ b/tests/datasets/test_datasets.py @@ -77,7 +77,8 @@ def test_demo_dataset(): env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] options = parse_config_included_options(env) - dataset = create_dataset(env, train_tasks, options) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, options, predicates) assert len(dataset.trajectories) == 7 assert len(dataset.trajectories[0].states) == 3 assert len(dataset.trajectories[0].actions) == 2 @@ -96,7 +97,9 @@ def test_demo_dataset(): }) env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert len(dataset.trajectories) == 7 assert len(dataset.trajectories[0].states) == 3 assert len(dataset.trajectories[0].actions) == 2 @@ -125,7 +128,8 @@ def test_demo_dataset(): train_tasks = [t.task for t in env.get_train_tasks()] options = parse_config_included_options(env) assert options == {Pick} - dataset = create_dataset(env, train_tasks, options) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, options, predicates) assert len(dataset.trajectories) == 3 at_least_one_pick_found = False at_least_one_place_found = False @@ -156,7 +160,9 @@ def test_demo_dataset(): Holding = [pred for pred in env.predicates if pred.name == "Holding"][0] imposs_goal = {GroundAtom(HandEmpty, []), Holding([list(init)[0]])} train_tasks[0] = Task(init, imposs_goal) - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert len(dataset.trajectories) < 7 # Test max_initial_demos. utils.reset_config({ @@ -168,21 +174,26 @@ def test_demo_dataset(): env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] assert len(train_tasks) == 7 - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert len(dataset.trajectories) == 3 utils.update_config({ "offline_data_method": "not a real method", }) with pytest.raises(NotImplementedError): - create_dataset(env, train_tasks, get_gt_options(env.get_name())) + create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) utils.update_config({ "offline_data_method": "demo", "offline_data_task_planning_heuristic": "not a real heuristic", }) + predicates, _ = utils.parse_config_excluded_predicates(env) with pytest.raises(ValueError): - create_dataset(env, train_tasks, get_gt_options(env.get_name())) + create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) # Test demo video and image generation. video_dir = os.path.join(os.path.dirname(__file__), "_fake_videos") image_dir = os.path.join(os.path.dirname(__file__), "_fake_images") @@ -205,7 +216,9 @@ def test_demo_dataset(): env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] assert len(train_tasks) == 1 - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert len(dataset.trajectories) == 1 assert os.path.exists(video_file) assert os.path.exists(image_file) @@ -224,7 +237,8 @@ def test_demo_dataset(): env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] options = parse_config_included_options(env) - dataset = create_dataset(env, train_tasks, options) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, options, predicates) assert 0 < len(dataset.trajectories) < 5 # Use bilevel planning to collect data, but don't use otherwise. utils.reset_config({ @@ -240,7 +254,8 @@ def test_demo_dataset(): env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] options = parse_config_included_options(env) - dataset = create_dataset(env, train_tasks, options) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, options, predicates) assert len(dataset.trajectories) == 5 @@ -269,9 +284,10 @@ def test_demo_dataset_loading(num_train_tasks, load_data, demonstrator, shutil.rmtree(CFG.data_dir) env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] + predicates, _ = utils.parse_config_excluded_predicates(env) with expectation as e: dataset = create_dataset(env, train_tasks, - get_gt_options(env.get_name())) + get_gt_options(env.get_name()), predicates) if e is None: assert len(dataset.trajectories) == num_train_tasks assert all(traj.train_task_idx < len(train_tasks) @@ -302,7 +318,9 @@ def test_demo_dataset_loading_tricky_case(num_train_tasks, load_data, shutil.rmtree(CFG.data_dir) env = BlocksEnv() train_tasks = [t.task for t in env.get_train_tasks()] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) # Note the use of <= here rather than ==. assert len(dataset.trajectories) <= num_train_tasks assert all(traj.train_task_idx < len(train_tasks) @@ -324,7 +342,9 @@ def test_demo_replay_dataset(): }) env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert len(dataset.trajectories) == 5 + 3 assert len(dataset.trajectories[-1].states) == 2 assert len(dataset.trajectories[-1].actions) == 1 @@ -348,7 +368,8 @@ def test_demo_replay_dataset(): env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] options = parse_config_included_options(env) - dataset = create_dataset(env, train_tasks, options) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, options, predicates) assert len(dataset.trajectories) == 5 + 3 assert len(dataset.trajectories[-1].states) == 2 assert len(dataset.trajectories[-1].actions) == 1 @@ -378,7 +399,8 @@ def test_demo_replay_dataset(): train_tasks = [t.task for t in env.get_train_tasks()] options = parse_config_included_options(env) assert options == {Pick} - dataset = create_dataset(env, train_tasks, options) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, options, predicates) assert len(dataset.trajectories) == 3 + 3 at_least_one_pick_found = False at_least_one_place_found = False @@ -402,7 +424,9 @@ def test_demo_replay_dataset(): }) env = ClutteredTableEnv() train_tasks = [t.task for t in env.get_train_tasks()] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert len(dataset.trajectories[-1].states) == 2 assert len(dataset.trajectories[-1].actions) == 1 @@ -420,8 +444,10 @@ def test_dataset_with_annotations(): }) env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] + predicates, _ = utils.parse_config_excluded_predicates(env) trajectories = create_dataset(env, train_tasks, - get_gt_options(env.get_name())).trajectories + get_gt_options(env.get_name()), + predicates).trajectories # The annotations and trajectories need to be the same length. with pytest.raises(AssertionError): dataset = Dataset(trajectories, []) @@ -450,7 +476,9 @@ def test_ground_atom_dataset(): }) env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert len(dataset.trajectories) == 15 assert len(dataset.annotations) == 15 Covers, HandEmpty, Holding = _get_predicates_by_names( @@ -501,8 +529,10 @@ def test_ground_atom_dataset(): }) env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] + predicates, _ = utils.parse_config_excluded_predicates(env) with pytest.raises(ValueError): - create_dataset(env, train_tasks, get_gt_options(env.get_name())) + create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) def test_empty_dataset(): @@ -513,12 +543,49 @@ def test_empty_dataset(): }) env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) assert len(dataset.trajectories) == 0 with pytest.raises(AssertionError): _ = dataset.annotations +def test_loading_saved_vlm_img_demos_folder_non_dummy_goal(): + """Test loading a dataset from img demo files.""" + utils.reset_config({ + "env": "cover", + "num_train_tasks": 1, + "offline_data_method": "saved_vlm_img_demos_folder", + "data_dir": "tests/datasets/mock_vlm_datasets", + "seed": 456, + "vlm_trajs_folder_name": "cover__vlm_demos__456__1", + "grammar_search_vlm_atom_proposal_prompt_type": "naive_each_step", + "grammar_search_vlm_atom_label_prompt_type": "per_scene_naive", + "pretrained_model_prompt_cache_dir": + "tests/datasets/mock_vlm_datasets/cache", + "cover_num_blocks": 1, + "cover_num_targets": 1, + "cover_block_widths": [0.1], + "cover_target_widths": [0.05], + "excluded_predicates": "all" + }) + env = CoverEnv() + train_tasks = env.get_train_tasks() + predicates, _ = utils.parse_config_excluded_predicates(env) + vlm = _DummyVLM() + loaded_dataset = create_ground_atom_data_from_saved_img_trajs( + env, train_tasks, predicates, get_gt_options(env.get_name()), vlm) + assert len(loaded_dataset.trajectories) == 1 + assert len(loaded_dataset.annotations) == 1 + assert "DummyGoal" not in str(loaded_dataset.annotations[0][-1]) + for dirpath, _, filenames in os.walk( + CFG.pretrained_model_prompt_cache_dir): + # Remove regular files, ignore directories + for filename in filenames: + os.unlink(os.path.join(dirpath, filename)) + + @pytest.mark.parametrize( "atom_proposal_prompt_type, atom_labelling_prompt_type", [("naive_each_step", "per_scene_naive"), @@ -526,8 +593,8 @@ def test_empty_dataset(): ("naive_whole_traj", "per_scene_cot"), ("not_a_real_prompt_type", "per_scene_cot"), ("naive_whole_traj", "not_a_real_prompt_type")]) -def test_loading_saved_vlm_img_demos_folder(atom_proposal_prompt_type, - atom_labelling_prompt_type): +def test_loading_saved_vlm_img_demos_folder_dummy_goal( + atom_proposal_prompt_type, atom_labelling_prompt_type): """Test loading a dataset from img demo files.""" utils.reset_config({ "env": @@ -551,11 +618,12 @@ def test_loading_saved_vlm_img_demos_folder(atom_proposal_prompt_type, }) env = IceTeaMakingEnv() train_tasks = env.get_train_tasks() + predicates, _ = utils.parse_config_excluded_predicates(env) vlm = _DummyVLM() if atom_proposal_prompt_type != "not_a_real_prompt_type" and \ atom_labelling_prompt_type != "not_a_real_prompt_type": loaded_dataset = create_ground_atom_data_from_saved_img_trajs( - env, train_tasks, get_gt_options(env.get_name()), vlm) + env, train_tasks, predicates, get_gt_options(env.get_name()), vlm) assert len(loaded_dataset.trajectories) == 1 assert len(loaded_dataset.annotations) == 1 assert len(loaded_dataset.annotations[0][0]) == 1 @@ -564,7 +632,8 @@ def test_loading_saved_vlm_img_demos_folder(atom_proposal_prompt_type, else: with pytest.raises(ValueError) as e: loaded_dataset = create_ground_atom_data_from_saved_img_trajs( - env, train_tasks, get_gt_options(env.get_name()), vlm) + env, train_tasks, predicates, get_gt_options(env.get_name()), + vlm) assert "Unknown" in str(e) for dirpath, _, filenames in os.walk( CFG.pretrained_model_prompt_cache_dir): @@ -589,10 +658,11 @@ def test_env_debug_grammar(): "grammar_search_vlm_atom_proposal_use_debug": True }) env = IceTeaMakingEnv() + predicates, _ = utils.parse_config_excluded_predicates(env) train_tasks = env.get_train_tasks() vlm = _DummyVLM() loaded_dataset = create_ground_atom_data_from_saved_img_trajs( - env, train_tasks, get_gt_options(env.get_name()), vlm) + env, train_tasks, predicates, get_gt_options(env.get_name()), vlm) assert len(loaded_dataset.trajectories) == 1 assert len(loaded_dataset.annotations) == 1 assert len(loaded_dataset.annotations[0][0]) == 6 @@ -616,9 +686,31 @@ def test_loading_txt_files(): }) env = IceTeaMakingEnv() train_tasks = env.get_train_tasks() + predicates, _ = utils.parse_config_excluded_predicates(env) + loaded_dataset = create_dataset(env, train_tasks, + get_gt_options(env.get_name()), predicates) + assert len(loaded_dataset.trajectories) == 1 + utils.reset_config({ + "env": + "cover", + "num_train_tasks": + 1, + "offline_data_method": + "demo+labelled_atoms", + "data_dir": + "tests/datasets/mock_vlm_datasets", + "handmade_demo_filename": + "cover__demo+labelled_atoms__manual__1.txt" + }) + env = CoverEnv() + train_tasks = env.get_train_tasks() + predicates, _ = utils.parse_config_excluded_predicates(env) loaded_dataset = create_dataset(env, train_tasks, - get_gt_options(env.get_name())) + get_gt_options(env.get_name()), predicates) assert len(loaded_dataset.trajectories) == 1 + assert len(loaded_dataset.trajectories[0].actions) == 2 + assert loaded_dataset.trajectories[0].actions[0].get_option( + ).name == "PickPlace" def test_create_ground_atom_data_from_generated_demos(): @@ -630,16 +722,18 @@ def test_create_ground_atom_data_from_generated_demos(): "offline_data_planning_timeout": 500, "option_learner": "no_learning", "num_train_tasks": 1, - "included_options": "PickPlace" + "included_options": "PickPlace", + "excluded_predicates": "all", }) env = CoverEnv() train_tasks = [t.task for t in env.get_train_tasks()] + predicates, _ = utils.parse_config_excluded_predicates(env) options = parse_config_included_options(env) - dataset = create_dataset(env, train_tasks, options) + dataset = create_dataset(env, train_tasks, options, predicates) assert len(dataset.trajectories) == 1 for state in dataset.trajectories[0].states: state.simulator_state = [np.zeros((32, 32), dtype=np.uint8)] vlm = _DummyVLM() vlm_dataset = create_ground_atom_data_from_generated_demos( - dataset, env, train_tasks, vlm) + dataset, env, predicates, train_tasks, vlm) assert len(vlm_dataset.annotations) == 1 diff --git a/tests/explorers/test_online_learning.py b/tests/explorers/test_online_learning.py index be8db3a5ea..6ca5f38876 100644 --- a/tests/explorers/test_online_learning.py +++ b/tests/explorers/test_online_learning.py @@ -114,7 +114,9 @@ def test_interaction(): perceiver = create_perceiver("trivial") exec_monitor = create_execution_monitor("trivial") cogman = CogMan(approach, perceiver, exec_monitor) - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) _run_pipeline(env, cogman, train_tasks, dataset) utils.update_config({ "approach": "bridge_policy", diff --git a/tests/nsrt_learning/strips_learning/test_oracle_learner.py b/tests/nsrt_learning/strips_learning/test_oracle_learner.py index 1f358faad5..c235018302 100644 --- a/tests/nsrt_learning/strips_learning/test_oracle_learner.py +++ b/tests/nsrt_learning/strips_learning/test_oracle_learner.py @@ -25,7 +25,9 @@ def test_oracle_strips_learner(): # With sufficiently representative data, all operators should be learned. env = create_new_env("blocks") train_tasks = [t.task for t in env.get_train_tasks()] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) segmented_trajs = [ segment_trajectory(t, env.predicates) for t in dataset.trajectories ] @@ -71,7 +73,8 @@ def test_oracle_strips_learner(): }) env = create_new_env("blocks") train_tasks = [t.task for t in env.get_train_tasks()] - dataset = create_dataset(env, train_tasks, set()) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, set(), predicates) segmented_trajs = [ segment_trajectory(t, env.predicates) for t in dataset.trajectories ] @@ -115,7 +118,9 @@ def test_oracle_strips_learner(): }) env = create_new_env("cover_multistep_options") train_tasks = [t.task for t in env.get_train_tasks()] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) # Truncate dataset. state, next_state = dataset.trajectories[0].states[:2] action = dataset.trajectories[0].actions[0] diff --git a/tests/nsrt_learning/test_option_learning.py b/tests/nsrt_learning/test_option_learning.py index 18c094a462..9fb2015191 100644 --- a/tests/nsrt_learning/test_option_learning.py +++ b/tests/nsrt_learning/test_option_learning.py @@ -311,7 +311,11 @@ def test_option_learning_approach_multistep_cover(): approach = create_approach("nsrt_learning", env.predicates, get_gt_options(env.get_name()), env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, known_options=set()) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, + train_tasks, + known_options=set(), + known_predicates=predicates) assert approach.is_learning_based approach.learn_from_offline_dataset(dataset) num_test_successes = 0 @@ -348,7 +352,11 @@ def test_implicit_bc_option_learning_touch_point(): approach = create_approach("nsrt_learning", env.predicates, get_gt_options(env.get_name()), env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, known_options=set()) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, + train_tasks, + known_options=set(), + known_predicates=predicates) assert approach.is_learning_based approach.learn_from_offline_dataset(dataset) num_test_successes = 0 @@ -400,7 +408,11 @@ def test_action_conversion(): train_tasks = [t.task for t in env.get_train_tasks()] approach = create_approach("nsrt_learning", env.predicates, set(), env.types, env.action_space, train_tasks) - dataset = create_dataset(env, train_tasks, known_options=set()) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, + train_tasks, + known_options=set(), + known_predicates=predicates) approach.learn_from_offline_dataset(dataset) task = env.get_test_tasks()[0] robot, target = sorted(list(task.init)) diff --git a/tests/nsrt_learning/test_segmentation.py b/tests/nsrt_learning/test_segmentation.py index 58626d724b..3250811e97 100644 --- a/tests/nsrt_learning/test_segmentation.py +++ b/tests/nsrt_learning/test_segmentation.py @@ -183,7 +183,11 @@ def _simulate(s, a): env = create_new_env("cover_multistep_options", do_cache=False) train_tasks = [t.task for t in env.get_train_tasks()] assert len(train_tasks) == 1 - dataset = create_dataset(env, train_tasks, known_options=set()) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, + train_tasks, + known_options=set(), + known_predicates=predicates) ground_atom_dataset = utils.create_ground_atom_dataset( dataset.trajectories, env.predicates) assert len(ground_atom_dataset) == 1 @@ -229,7 +233,9 @@ def test_contact_based_segmentation(env): env = create_new_env(env, do_cache=False) train_tasks = [t.task for t in env.get_train_tasks()] assert len(train_tasks) == 1 - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) ground_atom_dataset = utils.create_ground_atom_dataset( dataset.trajectories, env.predicates) assert len(ground_atom_dataset) == 1 diff --git a/tests/test_predicate_search_score_functions.py b/tests/test_predicate_search_score_functions.py index d82d6faa7d..fcc3c9c384 100644 --- a/tests/test_predicate_search_score_functions.py +++ b/tests/test_predicate_search_score_functions.py @@ -157,7 +157,9 @@ def test_prediction_error_score_function(): candidates = {p: 1.0 for p in name_to_pred.values()} env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) atom_dataset = utils.create_ground_atom_dataset(dataset.trajectories, env.predicates) score_function = _PredictionErrorScoreFunction(initial_predicates, @@ -192,7 +194,9 @@ def test_hadd_match_score_function(): candidates = {p: 1.0 for p in name_to_pred.values()} env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) atom_dataset = utils.create_ground_atom_dataset(dataset.trajectories, env.predicates) score_function = _RelaxationHeuristicMatchBasedScoreFunction( @@ -223,7 +227,9 @@ def test_relaxation_energy_score_function(): candidates = {p: 1.0 for p in name_to_pred.values()} env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) atom_dataset = utils.create_ground_atom_dataset(dataset.trajectories, env.predicates) score_function = _RelaxationHeuristicEnergyBasedScoreFunction( @@ -339,7 +345,9 @@ def test_exact_energy_score_function(): candidates = {p: 1.0 for p in name_to_pred.values()} env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) atom_dataset = utils.create_ground_atom_dataset(dataset.trajectories, env.predicates) score_function = _ExactHeuristicEnergyBasedScoreFunction( @@ -407,7 +415,9 @@ def test_count_score_functions(): candidates[NotHandEmpty] = 1.0 env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) atom_dataset = utils.create_ground_atom_dataset(dataset.trajectories, env.predicates) for name in ["exact_count", "lmcut_count_lookaheaddepth0"]: @@ -458,7 +468,9 @@ def test_branching_factor_score_function(): } env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) atom_dataset = utils.create_ground_atom_dataset( dataset.trajectories, env.goal_predicates | set(candidates)) score_function = _BranchingFactorScoreFunction(env.goal_predicates, @@ -493,7 +505,9 @@ def test_task_planning_score_function(): } env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) atom_dataset = utils.create_ground_atom_dataset( dataset.trajectories, env.goal_predicates | set(candidates)) score_function = _TaskPlanningScoreFunction(env.goal_predicates, @@ -539,8 +553,9 @@ def test_expected_nodes_score_function(): } env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] + predicates, _ = utils.parse_config_excluded_predicates(env) dataset = create_dataset(env, train_tasks, - get_gt_options(env.get_name())) + get_gt_options(env.get_name()), predicates) atom_dataset = utils.create_ground_atom_dataset( dataset.trajectories, env.goal_predicates | set(candidates)) score_function = _ExpectedNodesScoreFunction( @@ -572,7 +587,9 @@ def test_expected_nodes_score_function(): }) env_train_tasks = env.get_train_tasks() train_tasks = [t.task for t in env_train_tasks] - dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name())) + predicates, _ = utils.parse_config_excluded_predicates(env) + dataset = create_dataset(env, train_tasks, get_gt_options(env.get_name()), + predicates) atom_dataset = utils.create_ground_atom_dataset( dataset.trajectories, env.goal_predicates | set(candidates)) score_function = _ExpectedNodesScoreFunction( From 276a3ce761fec26076d74bc78ad26fc8bf721445 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Mon, 20 May 2024 15:21:33 -0400 Subject: [PATCH 15/18] Adds kettle boiling task to kitchen environment (#1651) * gtg! * yapf --- .gitignore | 1 + predicators/envs/kitchen.py | 33 +++++++++++- .../ground_truth_models/kitchen/nsrts.py | 54 +++++++++++++++++++ predicators/perception/kitchen_perceiver.py | 3 ++ 4 files changed, 90 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index fed241df53..0da004bdcb 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,7 @@ __pycache__ *.pyc .DS_Store +.vscode *.egg-info *.pkl *~ diff --git a/predicators/envs/kitchen.py b/predicators/envs/kitchen.py index bb542b5b70..03e20970e3 100644 --- a/predicators/envs/kitchen.py +++ b/predicators/envs/kitchen.py @@ -222,6 +222,11 @@ def create_predicates(cls) -> Dict[str, Predicate]: cls._BurnerAhead_holds), Predicate("BurnerBehind", [cls.surface_type, cls.surface_type], cls._BurnerBehind_holds), + Predicate("KettleBoiling", + [cls.kettle_type, cls.surface_type, cls.knob_type], + cls._KettleBoiling_holds), + Predicate("KnobAndBurnerLinked", [cls.knob_type, cls.surface_type], + cls._KnobAndBurnerLinkedHolds), } return {p.name: p for p in preds} @@ -314,6 +319,8 @@ def goal_reached(self) -> bool: kettle_on_burner = self._OnTop_holds(state, [kettle, burner4]) knob4_turned_on = self.On_holds(state, [knob4]) light_turned_on = self.On_holds(state, [light]) + kettle_boiling_holds = self._KettleBoiling_holds( + state, [kettle, burner4, knob4]) if goal_desc == ("Move the kettle to the back burner and turn it on; " "also turn on the light"): return kettle_on_burner and knob4_turned_on and light_turned_on @@ -323,6 +330,8 @@ def goal_reached(self) -> bool: return knob4_turned_on if goal_desc == "Turn on the light": return light_turned_on + if goal_desc == "Move the kettle to the back burner and turn it on": + return kettle_boiling_holds raise NotImplementedError(f"Unrecognized goal: {goal_desc}") def _get_tasks(self, num: int, @@ -330,7 +339,7 @@ def _get_tasks(self, num: int, tasks = [] assert CFG.kitchen_goals in [ - "all", "kettle_only", "knob_only", "light_only" + "all", "kettle_only", "knob_only", "light_only", "boil_kettle" ] goal_descriptions: List[str] = [] if CFG.kitchen_goals in ["all", "kettle_only"]: @@ -339,6 +348,9 @@ def _get_tasks(self, num: int, goal_descriptions.append("Turn on the back burner") if CFG.kitchen_goals in ["all", "light_only"]: goal_descriptions.append("Turn on the light") + if CFG.kitchen_goals in ["all", "boil_kettle"]: + goal_descriptions.append( + "Move the kettle to the back burner and turn it on") if CFG.kitchen_goals == "all": desc = ("Move the kettle to the back burner and turn it on; also " "turn on the light") @@ -533,5 +545,24 @@ def _BurnerBehind_holds(cls, state: State, return False return not cls._BurnerAhead_holds(state, objects) + @classmethod + def _KettleBoiling_holds(cls, state: State, + objects: Sequence[Object]) -> bool: + """Predicate that's necessary for goal specification.""" + kettle, burner, knob = objects + return cls.On_holds(state, [knob]) and cls._OnTop_holds( + state, [kettle, burner]) + + @classmethod + def _KnobAndBurnerLinkedHolds(cls, state: State, + objects: Sequence[Object]) -> bool: + """Predicate that's necessary for goal specification.""" + del state # unused + knob, burner = objects + # NOTE: we assume the knobs and burners are + # all named "knob1", "burner1", .... And that "knob1" corresponds + # to "burner1" + return knob.name[-1] == burner.name[-1] + def _copy_observation(self, obs: Observation) -> Observation: return copy.deepcopy(obs) diff --git a/predicators/ground_truth_models/kitchen/nsrts.py b/predicators/ground_truth_models/kitchen/nsrts.py index f7263dd284..397897e21b 100644 --- a/predicators/ground_truth_models/kitchen/nsrts.py +++ b/predicators/ground_truth_models/kitchen/nsrts.py @@ -69,6 +69,8 @@ def get_nsrts(env_name: str, types: Dict[str, Type], NotOnTop = predicates["NotOnTop"] BurnerAhead = predicates["BurnerAhead"] BurnerBehdind = predicates["BurnerBehind"] + KettleBoiling = predicates["KettleBoiling"] + KnobAndBurnerLinked = predicates["KnobAndBurnerLinked"] nsrts = set() @@ -219,6 +221,34 @@ def push_obj_on_obj_forward_sampler(state: State, push_obj_on_obj_forward_sampler) nsrts.add(push_obj_on_obj_forward_nsrt) + # PushObjOnObjForwardToBoilKettle + parameters = [gripper, kettle, surface_from, surface_to, knob] + preconditions = { + LiftedAtom(AtPrePushOnTop, [gripper, kettle]), + LiftedAtom(NotOnTop, [kettle, surface_to]), + LiftedAtom(BurnerAhead, [surface_to, surface_from]), + LiftedAtom(OnTop, [kettle, surface_from]), + LiftedAtom(TurnedOn, [knob]), + LiftedAtom(KnobAndBurnerLinked, [knob, surface_to]) + } + add_effects = { + LiftedAtom(OnTop, [kettle, surface_to]), + LiftedAtom(KettleBoiling, [kettle, surface_to, knob]) + } + delete_effects = {LiftedAtom(NotOnTop, [kettle, surface_to])} + ignore_effects = { + AtPreTurnOn, AtPrePushOnTop, AtPreTurnOff, AtPrePullKettle + } + option = PushObjOnObjForward + option_vars = [gripper, kettle, surface_to] + push_obj_on_obj_forward_nsrt = NSRT("PushObjOnObjForwardAndBoilKettle", + parameters, preconditions, + add_effects, delete_effects, + ignore_effects, option, + option_vars, + push_obj_on_obj_forward_sampler) + nsrts.add(push_obj_on_obj_forward_nsrt) + # PullKettle parameters = [gripper, kettle, surface_from, surface_to] preconditions = { @@ -335,6 +365,30 @@ def knob_turn_on_sampler(state: State, goal: Set[GroundAtom], option, option_vars, knob_turn_on_sampler) nsrts.add(turn_on_knob_nsrt) + # TurnOnKnobAndBoilKettle + parameters = [gripper, knob, surface_to, kettle] + preconditions = { + LiftedAtom(AtPreTurnOn, [gripper, knob]), + LiftedAtom(TurnedOff, [knob]), + LiftedAtom(OnTop, [kettle, surface_to]), + LiftedAtom(KnobAndBurnerLinked, [knob, surface_to]) + } + add_effects = { + LiftedAtom(TurnedOn, [knob]), + LiftedAtom(KettleBoiling, [kettle, surface_to, knob]) + } + delete_effects = {LiftedAtom(TurnedOff, [knob])} + ignore_effects = { + AtPreTurnOn, AtPrePushOnTop, AtPreTurnOff, AtPrePullKettle + } + option = TurnOnKnob + option_vars = [gripper, knob] + turn_on_knob_nsrt = NSRT("TurnOnKnobAndBoilKettle", parameters, + preconditions, add_effects, delete_effects, + ignore_effects, option, option_vars, + knob_turn_on_sampler) + nsrts.add(turn_on_knob_nsrt) + # TurnOffKnob parameters = [gripper, knob] preconditions = { diff --git a/predicators/perception/kitchen_perceiver.py b/predicators/perception/kitchen_perceiver.py index afdb495f30..6637ceaf1f 100644 --- a/predicators/perception/kitchen_perceiver.py +++ b/predicators/perception/kitchen_perceiver.py @@ -18,6 +18,7 @@ def reset(self, env_task: EnvironmentTask) -> Task: pred_name_to_pred = KitchenEnv.create_predicates() OnTop = pred_name_to_pred["OnTop"] TurnedOn = pred_name_to_pred["TurnedOn"] + KettleBoiling = pred_name_to_pred["KettleBoiling"] kettle = KitchenEnv.object_name_to_object("kettle") knob4 = KitchenEnv.object_name_to_object("knob4") burner4 = KitchenEnv.object_name_to_object("burner4") @@ -40,6 +41,8 @@ def reset(self, env_task: EnvironmentTask) -> Task: goal = { GroundAtom(TurnedOn, [light]), } + elif goal_desc == "Move the kettle to the back burner and turn it on": + goal = {GroundAtom(KettleBoiling, [kettle, burner4, knob4])} else: raise NotImplementedError(f"Unrecognized goal: {goal_desc}") return Task(state, goal) From 8cd5c8ba02a9e6db60068011d94f6c4d69efe327 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Mon, 20 May 2024 17:08:30 -0400 Subject: [PATCH 16/18] Implements general interface for specifying 'debug grammar' predicates for environments (#1652) * good to go i think? * good to go! * revert gitignore change --- .../datasets/generate_atom_trajs_with_vlm.py | 5 ++-- predicators/envs/base_env.py | 26 +++++++++++++++++-- predicators/envs/kitchen.py | 24 +++++++++++------ predicators/envs/vlm_envs.py | 18 +++---------- tests/envs/test_cover.py | 19 ++++++++++++++ 5 files changed, 64 insertions(+), 28 deletions(-) diff --git a/predicators/datasets/generate_atom_trajs_with_vlm.py b/predicators/datasets/generate_atom_trajs_with_vlm.py index ac88591f53..aeae8eeedc 100644 --- a/predicators/datasets/generate_atom_trajs_with_vlm.py +++ b/predicators/datasets/generate_atom_trajs_with_vlm.py @@ -15,7 +15,7 @@ from predicators import utils from predicators.envs import BaseEnv -from predicators.envs.vlm_envs import DUMMY_GOAL_OBJ_NAME, VLMPredicateEnv +from predicators.envs.vlm_envs import DUMMY_GOAL_OBJ_NAME from predicators.nsrt_learning.segmentation import _segment_with_option_changes from predicators.pretrained_model_interface import VisionLanguageModel from predicators.settings import CFG @@ -645,8 +645,7 @@ def _query_vlm_to_generate_ground_atoms_trajs( atom_proposals_set = _parse_unique_atom_proposals_from_list( atom_strs_proposals_list, all_task_objs) else: # pragma: no cover. - assert isinstance(env, VLMPredicateEnv) - atom_proposals_set = env.vlm_debug_atom_strs + atom_proposals_set = env.get_vlm_debug_atom_strs(train_tasks) assert len(atom_proposals_set) > 0, "Atom proposals set is empty!" # Given this set of unique atom proposals, we now ask the VLM # to label these in every scene from the demonstrations. diff --git a/predicators/envs/base_env.py b/predicators/envs/base_env.py index 63ab49977e..bcd0994338 100644 --- a/predicators/envs/base_env.py +++ b/predicators/envs/base_env.py @@ -14,8 +14,8 @@ from predicators.pretrained_model_interface import OpenAILLM from predicators.settings import CFG from predicators.structs import Action, DefaultEnvironmentTask, \ - EnvironmentTask, GroundAtom, Object, Observation, Predicate, State, Type, \ - Video + EnvironmentTask, GroundAtom, Object, Observation, Predicate, State, Task, \ + Type, Video class BaseEnv(abc.ABC): @@ -371,3 +371,25 @@ def get_observation(self) -> Observation: """Get the current observation of this environment.""" assert isinstance(self._current_observation, State) return self._current_observation.copy() + + def get_vlm_debug_atom_strs(self, train_tasks: List[Task]) -> Set[str]: + """A 'debug grammar' set of predicates that should be sufficient for + completing the task; useful for comparing different methods of VLM + truth-value labelling given the same set of atom proposals to label. + + For the BaseEnv, this method simply takes the names of all + excluded predicates and uses these (i.e., forcing the VLM to + learn a classifier for these predicates). Subclasses can + override to handle more specific use cases. + """ + _, excluded_preds = utils.parse_config_excluded_predicates(self) + all_ground_atoms_set: Set[GroundAtom] = set() + for tt in train_tasks: + all_ground_atoms_set |= set( + utils.all_possible_ground_atoms(tt.init, excluded_preds)) + atom_strs = { + atom.predicate.name + "(" + + ", ".join([o.name for o in atom.objects]) + ")" + for atom in sorted(all_ground_atoms_set) + } + return atom_strs diff --git a/predicators/envs/kitchen.py b/predicators/envs/kitchen.py index 03e20970e3..1231df3dbf 100644 --- a/predicators/envs/kitchen.py +++ b/predicators/envs/kitchen.py @@ -192,11 +192,19 @@ def predicates(self) -> Set[Predicate]: @property def goal_predicates(self) -> Set[Predicate]: - return { - self._pred_name_to_pred["OnTop"], - self._pred_name_to_pred["TurnedOn"], - self._pred_name_to_pred["Open"] - } + OnTop = self._pred_name_to_pred["OnTop"] + TurnedOn = self._pred_name_to_pred["TurnedOn"] + KettleBoiling = self._pred_name_to_pred["KettleBoiling"] + goal_preds = set() + if CFG.kitchen_goals in ["all", "kettle_only"]: + goal_preds.add(OnTop) + if CFG.kitchen_goals in ["all", "knob_only"]: + goal_preds.add(TurnedOn) + if CFG.kitchen_goals in ["all", "light_only"]: + goal_preds.add(TurnedOn) + if CFG.kitchen_goals in ["all", "boil_kettle"]: + goal_preds.add(KettleBoiling) + return goal_preds @classmethod def create_predicates(cls) -> Dict[str, Predicate]: @@ -319,8 +327,8 @@ def goal_reached(self) -> bool: kettle_on_burner = self._OnTop_holds(state, [kettle, burner4]) knob4_turned_on = self.On_holds(state, [knob4]) light_turned_on = self.On_holds(state, [light]) - kettle_boiling_holds = self._KettleBoiling_holds( - state, [kettle, burner4, knob4]) + kettle_boiling = self._KettleBoiling_holds(state, + [kettle, burner4, knob4]) if goal_desc == ("Move the kettle to the back burner and turn it on; " "also turn on the light"): return kettle_on_burner and knob4_turned_on and light_turned_on @@ -331,7 +339,7 @@ def goal_reached(self) -> bool: if goal_desc == "Turn on the light": return light_turned_on if goal_desc == "Move the kettle to the back burner and turn it on": - return kettle_boiling_holds + return kettle_boiling raise NotImplementedError(f"Unrecognized goal: {goal_desc}") def _get_tasks(self, num: int, diff --git a/predicators/envs/vlm_envs.py b/predicators/envs/vlm_envs.py index 9cba7d610e..a065efa3f5 100644 --- a/predicators/envs/vlm_envs.py +++ b/predicators/envs/vlm_envs.py @@ -4,7 +4,6 @@ future. """ -import abc from typing import List, Optional, Sequence, Set import matplotlib @@ -14,7 +13,7 @@ from predicators.envs import BaseEnv from predicators.settings import CFG from predicators.structs import Action, EnvironmentTask, GroundAtom, Object, \ - Predicate, State, Type + Predicate, State, Task, Type DUMMY_GOAL_OBJ_NAME = "dummy_goal_obj" # used in VLM parsing as well. @@ -82,14 +81,6 @@ def _get_tasks( del num, rng raise NotImplementedError("Override!") - @property - @abc.abstractmethod - def vlm_debug_atom_strs(self) -> Set[str]: - """Return a set of atom strings that should be sufficient for a VLM to - label demonstrations consistently to learn good operators.""" - raise NotImplementedError( - "VLM debug atom strings not implemented for this environment.") - class IceTeaMakingEnv(VLMPredicateEnv): """A (simplified) version of a tea-making task that's closer to pick-and- @@ -140,11 +131,8 @@ def _get_tasks(self, num: int, for _ in range(num) ] - @property - def vlm_debug_atom_strs(self) -> Set[str]: - """A 'debug grammar' set of predicates that should be sufficient for - completing the task; useful for comparing different methods of VLM - truth-value labelling given the same set of atom proposals to label.""" + def get_vlm_debug_atom_strs(self, train_tasks: List[Task]) -> Set[str]: + del train_tasks return set([ "hand_grasping_spoon(hand, spoon)", "hand_grasping_teabag(hand, teabag)", "spoon_in_cup(spoon, cup)", diff --git a/tests/envs/test_cover.py b/tests/envs/test_cover.py index d8322903ce..575f6b4b22 100644 --- a/tests/envs/test_cover.py +++ b/tests/envs/test_cover.py @@ -763,3 +763,22 @@ def test_regional_bumpy_cover_env(): act = policy(state) next_state = env.simulate(state, act) assert state.allclose(next_state) + + +def test_debug_atoms_vlm_str(): + """Tests the get_vlm_debug_atom_strs method.""" + utils.reset_config({ + "env": "cover", + "excluded_predicates": "all", + "num_train_tasks": 1 + }) + env = create_new_env("cover") + tasks = env.get_train_tasks() + debug_atoms_strs = env.get_vlm_debug_atom_strs(tasks) + gt_debug_strs = [ + 'Holding(block0)', 'IsBlock(block1)', 'IsTarget(target0)', + 'Holding(block1)', 'HandEmpty()', 'IsTarget(target1)', + 'IsBlock(block0)' + ] + for debug_str in gt_debug_strs: + assert debug_str in debug_atoms_strs From d06c83261b9a18445ab603c9274a7e2bab311333 Mon Sep 17 00:00:00 2001 From: Nishanth Kumar Date: Tue, 21 May 2024 13:41:27 -0400 Subject: [PATCH 17/18] Fix annoying kitchen test time bug (#1653) * fix * yapf --- predicators/envs/kitchen.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/predicators/envs/kitchen.py b/predicators/envs/kitchen.py index 1231df3dbf..0329951442 100644 --- a/predicators/envs/kitchen.py +++ b/predicators/envs/kitchen.py @@ -477,7 +477,7 @@ def _NotOnTop_holds(cls, state: State, objects: Sequence[Object]) -> bool: def On_holds(cls, state: State, objects: Sequence[Object], - thresh_pad: float = 0.0) -> bool: + thresh_pad: float = -0.03) -> bool: """Made public for use in ground-truth options.""" obj = objects[0] if obj.is_instance(cls.knob_type): From 415c55c4bba140e9dddff289e035ce288c99f298 Mon Sep 17 00:00:00 2001 From: Ashay Athalye Date: Tue, 21 May 2024 14:49:27 -0400 Subject: [PATCH 18/18] Create BurgerEnv to showcase geometric + VLM predicate invention (#1650) * Initial commit. * Add rendering and human data collection. * Add patty and make rendering change after patty is cooked. * Reset hidden state properly and use images for more of the objects. * Start adding other items. * Add grill and cutting board. * Add facing predicate. * Add picking and placing. * Fix zorder stuff when picking and placing. * Add turning. * Improve rendering when stacking items. * Change interaction rules so you can only interact when item is on the appropriate station. * Add more predicates. * Fix goal and add some predicates. * Fix if statement syntax. * Start implementing nsrts and options. * Progress. * Progress. * More progres... * Get simple oracle pick option/nsrt/goal working. * Fix type check for unary free for all classifier to work with hierarchiy of types. * Start adding a place operator, but stop and instead pivot to first adding a dedicated move operator. * Progress towards adding a move skill. * Update move policy to use run_heuristic_search properly. * Get move skill working properly. * Get pick, place, move working. About to add cook. * Add cook. * Make slight changes to oracle to enable longer demo. * Fix up oracle nsrts and options. * Change goal to something that works so that Nishanth can run it and see it working. * Get a manual plan to work using oracle nsrts/options. * Get rid of using manual plan. * Add more NSRTs to cut down on the number of skeletons -- but one skeleton still takes a long time to find. * Progress towards cleaning up code and refactoring a bit. * Improve code and comments towards a PR. * Run autoformatter. * Get everything except coverage tests to pass. * Create test. * Add test. * Restore file. * Fix test. * Add to tests. * Update tests. * Fix tests. * Remove prints. * yapf * Clean up. * Deal with comments. * Change names. * Fix. * yapf * Add missing test file after name change. --- .../grammar_search_invention_approach.py | 3 +- predicators/envs/assets/imgs/bottom_bun.png | Bin 0 -> 4684 bytes predicators/envs/assets/imgs/cheese.png | Bin 0 -> 18774 bytes predicators/envs/assets/imgs/cooked_patty.png | Bin 0 -> 5752 bytes .../envs/assets/imgs/cutting_board.png | Bin 0 -> 134630 bytes predicators/envs/assets/imgs/floorwood.png | Bin 0 -> 2980 bytes predicators/envs/assets/imgs/grill.png | Bin 0 -> 932323 bytes predicators/envs/assets/imgs/raw_patty.png | Bin 0 -> 7103 bytes predicators/envs/assets/imgs/robot.png | Bin 0 -> 13529 bytes predicators/envs/assets/imgs/robot_down.png | Bin 0 -> 8145 bytes predicators/envs/assets/imgs/robot_left.png | Bin 0 -> 6381 bytes predicators/envs/assets/imgs/robot_right.png | Bin 0 -> 6447 bytes predicators/envs/assets/imgs/robot_up.png | Bin 0 -> 6844 bytes .../envs/assets/imgs/sliced_tomato.png | Bin 0 -> 50908 bytes predicators/envs/assets/imgs/top_bun.png | Bin 0 -> 5022 bytes predicators/envs/assets/imgs/whole_tomato.png | Bin 0 -> 37565 bytes predicators/envs/burger.py | 638 ++++++++++++++++++ .../ground_truth_models/burger/__init__.py | 6 + .../ground_truth_models/burger/nsrts.py | 601 +++++++++++++++++ .../ground_truth_models/burger/options.py | 233 +++++++ predicators/settings.py | 4 + predicators/structs.py | 4 +- tests/envs/test_burger.py | 231 +++++++ 23 files changed, 1718 insertions(+), 2 deletions(-) create mode 100644 predicators/envs/assets/imgs/bottom_bun.png create mode 100644 predicators/envs/assets/imgs/cheese.png create mode 100644 predicators/envs/assets/imgs/cooked_patty.png create mode 100644 predicators/envs/assets/imgs/cutting_board.png create mode 100644 predicators/envs/assets/imgs/floorwood.png create mode 100644 predicators/envs/assets/imgs/grill.png create mode 100644 predicators/envs/assets/imgs/raw_patty.png create mode 100644 predicators/envs/assets/imgs/robot.png create mode 100644 predicators/envs/assets/imgs/robot_down.png create mode 100644 predicators/envs/assets/imgs/robot_left.png create mode 100644 predicators/envs/assets/imgs/robot_right.png create mode 100644 predicators/envs/assets/imgs/robot_up.png create mode 100644 predicators/envs/assets/imgs/sliced_tomato.png create mode 100644 predicators/envs/assets/imgs/top_bun.png create mode 100644 predicators/envs/assets/imgs/whole_tomato.png create mode 100644 predicators/envs/burger.py create mode 100644 predicators/ground_truth_models/burger/__init__.py create mode 100644 predicators/ground_truth_models/burger/nsrts.py create mode 100644 predicators/ground_truth_models/burger/options.py create mode 100644 tests/envs/test_burger.py diff --git a/predicators/approaches/grammar_search_invention_approach.py b/predicators/approaches/grammar_search_invention_approach.py index e3ed765706..cbcecbc0b0 100644 --- a/predicators/approaches/grammar_search_invention_approach.py +++ b/predicators/approaches/grammar_search_invention_approach.py @@ -341,7 +341,8 @@ def _quantified_types(self) -> List[Type]: ] def _classify_object(self, s: State, obj: Object) -> bool: - assert obj.type == self.body.types[self.free_variable_idx] + # assert obj.type == self.body.types[self.free_variable_idx] + assert obj.is_instance(self.body.types[self.free_variable_idx]) for o in utils.get_object_combinations(set(s), self._quantified_types): o_lst = list(o) o_lst.insert(self.free_variable_idx, obj) diff --git a/predicators/envs/assets/imgs/bottom_bun.png b/predicators/envs/assets/imgs/bottom_bun.png new file mode 100644 index 0000000000000000000000000000000000000000..e9c30b76836bbd5a3832f1d705ed5be8f21e71df GIT binary patch literal 4684 zcma)A_dnEuAO76Hh0u{vbjT)qW}bP-$Syk);V64wwuH=#65=GAtRqet+0xfI;*8E7 zmt>Ex?|<-py`Ja&{Pet@_fO9cPlB&gi&7JZz_%hmvY4$ z^}q)JXyE@NXlyq86acQB>uMs+0^e@UhWN6Nhf$Gtc7_MrOUA2stm{ZrvUF3OTngD) zmI9urKM+(Nb5jz8FM7hw@TZQU&vUTBCs`(Sqvv`@Se^dLVWm1d-_K z`ASbn`$yI*A8&VgvhpnA%&8&KS-*~F!)<$o9bsJ`ux%3*uIRJUPHD`fb^rgx;c2;l1t)Yi{cPRN@+kg+XLptn11yU)je5#StPg4*nk2&$kj0U zPHKI_#4ntumqPtnqCs2`8?dA5YkEh&R*#{Y$AK450a*C1+Vm$%14Wu35Y7VNtkV-iihdpA4%7Cem zi!3Y#eX0^)4R|ZS+$l$<;!!ZzEY%Pq`r0czOI55GoaEicRd^KDz!R-Ps6(xNZ4e3U z2LCF$qWI>8lgqqSP_qRn-xG=3&khoo*Lro3y~?1=zBm76qh;IL{bHA&pU=9gOtu_U zvov@0oMhf$xn68LP*ASVf68>r4d((?7yo)6TGRj=m*uoFRb3)+B)I2@rz;E4@;E#` zUdUFcaSs`+NNQ(6JnC_W2NHZXvk0{DZ1k9eCa(wj#Sy9TRiGM5j6|DehLrkvncC+@ zA(M`eLN*Tf0zGfmRwd4uT-?usXookIa+PatJ zGYxSV31eZq<}_4_oc_n-O@sNA{?oM`h^(cE7gb?dphzrjMb!(v-$XWUz^Kch>{4-h zVa^Out(}2M+4;4{ZTw=VJ-3h6L`FVS;7?|nDy|oMK^%qEQWtctlP$*!K0Q--npF`w zT3R@!V&oi>>{ze_u`08xVL#{WoL6F1?`4o(jsXr8&Yl$T^~A`@C;E>Ht&6# z225Sx4J_Rw(V!nIphMvt_q(5NWO0RW^Uu?0_k2exo*1SBYXgA!5df zLxWK(ukJgOA!B~qc0L;^DF(7Tx)k{HEqg28?*|ZW8_PK?m3q8v7;WwK@@JGO#D3P| zjiM$$ddYWjohD!)djSYNXdTHNN_R_oYYc3*>~P;+?3jOlWiN&E5agoFfQ@k%(`jyW zEb6u3)74A(-5DV6y$RH3L|H=ThPq~kiO1wt#yls1b4@PRnYq zkN7Rrqd?&%3EunT@Ak%P^pRld`@V-~5sl~>vB95PA=7|snD@p3^6;+S7eUwNc}X)d zyJtNy7FfH<%Z#cO0f;8;+)`lo$onddr-Q)Zd}rSK<<6J+;-^-@Ym|rTrP99zeNbK- z)~JRpVImwpczAjwr@FWCV=U#yWivGYvxoi&0PyzLd&l%ArLK4y{<|e~TR-5I`eIXS zHd_~MdS^u2@p4=~LU1dd|Fhr8kevFwBLJI_-4kg!tpD^o~>P3520SCNPy)~4tRe>?b<1D>T>M;F#iJ}k8kEs@Lz3ApbNt;SI0J;-Mp>{(} zxiIh>%IR-LkchwGQHF{0mbN|V)B>!Q{)hu$?Hny`WzKBTKcE1F-l3TvmOx73fC%{+ z05j{Qk+Qq{SUa#t+JgT9%+_{J*7y5;C=f07@!`p^iD)Jm@AT>OmKnHU{^$k>pN6|p z6OhIIAon}>)Rn9zb1>&h=CQw27=MwJo#f+bf(sqa64%;_uB~kQ0td1lchCVU!UWe6 zIF(CVbpL0)P2yD~?F{3XaIw&bSRv3nsg*c59h?j+S{hGHfvKatw51R`rIHil9MuXBYR_sFihUb#4Z6L906p!M24e6&O2L2^ zsB#Y<;2~FqiZY7eZb2}F$%d-1$z;)G-Fvx~F6JtPsQrtOM#<1NRd?#%+B_&Zy>Kly zfbv=g48WT63<+F4{5;mDrDGQyX`^p`WjXP@F>E#TZ%qFq7VXg#8&P`kdXfS?y@8?# zpwy>Ig}KLc>wh8k2s$0lWYJMbDCr6zx@mh}XctK@_3Rld9}|OvL%yj)pJt z&YKO2vDzO;%QW)G$3NE_#S?92zSi0*zMi_E?58m}R7aYP_i#pIoD@<2=m9_}A%a6N z#dM-JXs=sinWft9I`1gy=xu_PCsQu=Mf`UJbtDSkpzqnAZ>w3g!b&-9jpSJ##3>^v zzEtiMoV>G~zpkI@1CK^|(w;laf0IrK|6Rui6WFW^2wfn(dDdSU(iQWn%D!ncNlk60 zf6%(W4lk7y^}5!& zAsAGMcr4lLKN|j-agerex5~OBY_%kH_h!RJ6Dc{#G7Ue#Sws@fWvDE>C1ERJkI9r1 z9?4U4bBv!-aA&Zu^|va_=)1WpAOE}X3;892ZjvEa?IR!cEUSu6dd{=o#){7gO29VS zU9r|YHae~$%<%fQu}U>ZH@8wY;c=os&IQ zm7V>u5q^-xdo}8VgNyjUj=j%}50OC8Uck+UT#c&WhiwcT2Mo>bEgFC*_H+NCPY?+L{qi7rVC4sq5<_ z9`Mu*c%xfqtw`YZ_kroxSPlAUhKe$s@uKTK&yhk>1c($NNgYRTr~+xSV)a`KDs&SE zs~l<+KC_+ES;C1<)A`}0X@IGJR_A@OGyW>dsY-lG(6*K%p)(WvLnOBc2-DL|Q{&(` zt69&M={_Tn%WN~FQZg)_A%04ZDPO4mge<_)bq0QWC8F*2*i?Wg#GxczV3~5B`MJi# zG8@|!(Cnxq6hfvrb;5E~Kl;&=s6Z60j;6UTWB z2f7yTi`b39wrGojcue%{QP-m%tL3t#8f#b}Xf=0_od8OuuxcyJ6BaJzCpNwONQPWWgGtB3Fmdc^G=1i} z(Nds}TroeW!1V4m_8-xWpqSG(>#1ulb>+M$k>$GP@tt<)oc9hp%DBOP0VIMJ*yk(kt!CEcD z)^QQEM#lFWiG_dEl}ZD`E%oTIRCVG$eBe%i)(L$_Kv$C?ivL|SkaYgA=t1U4o_ugK zWX-qH%vGC4Kj7Q(OhCJ&d2jYE@w9BY{ApzSC)zidC~~kPXuwKIA!a?)oW3#m>?dopTi>46~TH|>%1G-p`!iLlCrdFG5ti$Ri zLV7XiR$UJJ800}QRb8gOa`p)_)QBsyW#t}Xi|>&Ix@Y89gIi4JZuON#3x=otGf|zu zVuQ@b1f7vj)E_cldGIBgMcl~orPC-i7ayg_3Mk&%M|h&=8w=Dm{aabkhcd_@>XEuR<=cLly-Y|T0V{Z-4#kS!1 zP_AD&x#Hu=3-3G4XffG23)fOJ(%4E2p&S@*4$EMZx}{*SQ#%804{HSe@=YW_f7#yU zWULx}o?`10O!%UJ0B#cqp$0bVi%xeFd~yzz7%ZY{snr;-8JtKqm003TZpK?Dl$qCg z{8I|%znDut%R}@=+t148Ek6cck!mBFrCBR0Kc(|Ly2o_e+X|x&#DSzZZahEvMJj7U9cz2+-9s K)T~l>i2N_&w820C literal 0 HcmV?d00001 diff --git a/predicators/envs/assets/imgs/cheese.png b/predicators/envs/assets/imgs/cheese.png new file mode 100644 index 0000000000000000000000000000000000000000..b0c2be9b25c89fd3e8f5ea80cb29570a4e6ad95d GIT binary patch literal 18774 zcmeEuWmlX{uPuz7` zi#7A%>7JThyQ+3oH$f{5dfeeZ=nH1c*x6**Zd>o1<6TP*A)Oz zu>bu+&8`JJ0{}T72a?e6$~sx|PBy%Cr+YjX-Cxb$Q!AQf*0kw^rtaYyN+tPef;BZD zLHOQ`PI=31{rJaIC2F=&$E1Rwx3^r0P~o=nD!NQVEy=e&6SGi~l}H3^ZVHOBFY(i= z*KS|AUjIH7f?_7z&IL-&RBvA@24~Hj1D={07CNnRuQLJ4|NryS|_e0PGN*vTMa1fa(WcphS>A(ol0e)w& z`&bi0Vzqf}dP&CaJ0%Z*4}d@lL2(8fa7q3`%*R^djzO|jS3?&R_vc=17rDC=-`b+T z)AC^cdrnC{x5EPM^BPR=3Y0e!>~C|Z+ZDv<^JM#P%0H4RdD#DZMiQ#GOy3CZfF)=Z zdJ`;tu!E|x!IF6=mg@7_mYx}ih#>mar{3kw1gb*V@j=vD%+n@FcBb)fHC2~Br|LS;aZk0E&F@t<7jSr6lvE}i#)u9%hSUv8T zom(_kr%UT4n9^kNEXJ2d*@#8u2?3)K5vkn%=FOpvtxTo@)nOxc`CcTjna9~n;~)J< z9R85hZO=${s^{O-0OXW-?yV)!{7FA!BwFE%4$BovzW+x4usOnHIxR>bJ^a zv%Szk5%d(DWV{}yzmZXdO#cwkS3x=PfZC4IQi^Kokhk^9!Zbus**YYQE~mrh%|5RE z+Z){1_r22{ZlDc2)d)&QTl^MJ)4ro#XF%vfQW}ZLPeE!Pj8O zLiLz4f_3$RqVsn0yr`^i>_d&-{=6-NRF)>NB{Ew67*V`O&DeF38FI8u^0mcrM?!KU z65?5wcaPaijd|6MOrJYZDOV_dp&xjNHx<}eZj|?pNyq!CRW3qTC}NOTmJMN8P04Ym zO%kIoNICVd8IVl-L9kGp`;Qs;r$Kr`0bYf}9sn`XXPj(#dTO#hhxD&0Y-Ri}K|2KP z>XFD)h$Z3iL;m8o2#A*Jlq=mLxx!rF6w9YP%o)xCswGbeS0Ugx6i3?Y0J^x=f>85! zTr(+}^WMpc=!Sd7MRIZv!#a*LXC#^C9~#{Lcq#;cM>5IK)FY&MdLV!vDUbQUtg3*34mD~B;smow^;X*D5^w#F+GgW8U>b){#Sq355&QN=Ev z7|f-kWBwsXB;xXkP4C1mZ;=VgpN72pi-~{dwfxXWSyqkF&{S`LcRvx%%>#}^0`K|nkET1 z;vj`L?m6ssvgV5;Qmvt{=40`nb!lKC*7T#(@6i~t0_6)1l}2F>;adLi2=nDR*Fr1_ zEEH=g#_MF_l{%eJ{f%mZ!o22pNZZ}E{xE38P@(uE@p51+6<3!mbsLy9Zhm)Ih?-HIT2#eCM ziYigl8o4wrreL~@n~1b9<|957no{i2> zB{N8pm;%SDa-k;Vhh?^-!Vp5U!%D~_bj@edSA2#YO>r~z&W5Xn&v0t)rY+ju$~_O0 z84Z`y5E0)X@5gv1FB+hSd&b1#p%=Mok}#hr4lD7hN21ImCxos+ig%CjC0G3PF#=AO zH7JDzydz)ZqARX7FT@d*gMGd#L)~S3z)K#PUSd$syLrN5 z=;0u{;77i0W}vpgFZS2*8v00gBZcg*?j%emRG=OHcE9d&WD8jiZa#*PAGjM@!|02$L4A_tRTuQgmP3Tu^2xrC1V$Uhs1m*tVmru3ClzN?p?-fD}K&i@aNLhQ;9kY z*~PCZqkv8?lJ|JTQSz64LDQHd_DQ6c!E%e?!mwn{Lc;srA`7MS@Gzk&W0VQB{#nyf z9@H6%gKm*gI%9;j_qa6|Czb*z?OVITJ+)AWc8~sN3?f8v5rGc$&VNcC`5?wiF<3}* z)Bt%jDk`g4p^?13qo`8ugsF`eB_r$_d=k{!=kM)4;Cj%0oPag6QizH{7=<>w&9iB~ zF49XXWe;((<##4uxEr~6?N*_ni3)}TSdbn^&V(2D!YLNSAJR znyZb$IueBSc<%@jW63>)AY~={JqsKdJ8p{71&7qLLLG5O{`cQq*TWs@1zFxWDGjN| z5eI~07h;O^Fk<1G*;rD2V=u$!k5!J+rWUB1Uyz4G%?)a~y5wmQ^2jhz#Fc|BZahM5 zKY&j0WD2ga;?0xD55q!L=r6ROxI3Rqu@xSO6El)Y+nZptmY6n2c2!S+i<8&@M3nlO zRMA@0flFLvUFMQfCt;m;2qWecT68UzIYhxo%Cb(TT#1g@H)Q74Z)8P@IGT`DwJ_25 ztD}gb)r-iZt(oo4^zlq4Eg7G0gHEsFmm3BU6_K9DRZ@^^7z#JoCW>nJR<(+F-P+-Eo=G@v4_YlJ z_d?S!g4tZatf=rb8Z~U|jmD99PnPJec@nmC<8+02!}?%~T)_CFfty_t*N9G^^tnU> zvcmuyJNUb3-AeCrDiisYZA1rt$P(~ty@RhWEd7Qt9dI&8h-tsbSf2!D5k@|eNd$)iaO}aW4%G*KO;|>^MB-l+G=x-P;uT4gh zzcZ$JI#Dtru$)yuz~3YP1zZ_~f|4VO(t~v`rxx!<0~m3~tf=->W>dyX)QrGkjv2OsQ~=m<8<-v>PY{}vW=JjK zkiuj5gD|pBt3hj^U`oS*H$QAm3`CrMH672)zrsgcM;+Ph3$!T}RHb-VYEGr|4kOXs z)B>-@r?zI!_-s~ebvCt>BGTH@M6aX%MfUG*9g+RLE8wdx9}}P`<$tZ-cC&+a9CVUt zdZ?dwwKwF`ryXVvFcFuT`^z?UI2ERK?GbvA7o_2)$k1fTc2UxEo+q(jtmaC}+!p8HVnx- zEBQl%qP69q;#EFyD9w7!2dt-R88rks0vR!J2Hm6?-B<;D;uknUH}echVYNO?#Jyu_ z(pMH?Ye)%x{#O(Q;mM1tK{FWRdoO|6k}_^cC_(U^HrLs9rYpXAZ3vXrr3#d0Ow@Ms zW34q;G~{#e36{$^5V-<+z6A7?d2#dT$!D|c+~3NQXZ8N-0NmvME}mi)i3f8&+3>|(G^mb(h*vNRp@EnSqlbH6lz`0gaIa1|{{*=(E`^1=DT8%-#2 zCr~^1K=n{xVlz=KuGYFXlNbV%Be{oIb1zMShICOhwlXR$#*a6-@V{>kSNsFedCE5l zYv_yn8?cQVNC}?eHC2|``dWxK*+JQNnpXlndeC3*Fx3i^Ojf@#SS3l%V8+{79E@)$ z(3S5-!-=CECaj%W+jJv=&x1@I;2OV;QQ|z=yjxuf(KsN^9xh=6dH0#;? zAgq=_!+#=QKAlB@8Ng4^d5laEKcmaPQU;c!sGILQ^<+*{8Dz&Bem&raHF{h=QB(SO zo2_0W4ke0xDSc&ow;rgC%)p`#SsN_syv?}7bq;l5#GLh`d1U(m9PcMrxybRW61kR- zH6RxR;s{Hs0uAmcgtsb~P%;A_3x?O*h?M_|V6Gx3*wy~xGZ{ywu-~?Aoa~=OGc&Cx zp)44p`;K#$j^0B}g8W_jOL;3dJ1IVZ#JqaLbsnbEEP1m$xYlokH_KV=am-(_$UFdE z`yoMDkR16q)zjSqKbi*r3Y;CQ>4aK>0`yj=%4E6LaWyd*{03X1c#^I|Dv*;w~sl@DXaCUr* ztJYeP{$&rvY=y(0ssd8b)_q3d<(6&X#tb_0HTQbkD2bn|>xJHwX8yVE*oqf*$8vV; zuc`A;pl4rLqvwh_`HQY#SIR`WU#Okp(vx`~Mk5xk$Ms+)_dtsFjWnVIBVC zAE-hwcaEFGsWq!iTI-+}nt2vB=Y<;z_QsSr=1nD&VDd!v>niRF{ufRoja>wko~+C(`Z2_H7Ml%*s^x`0Is7RLh}2w_pRdb- zq-P=RTTuw0hJX@9Jx$>ua?pOvaUc-l2{oG{PvjXtsE!XA=+p)%9Z8y-B&(i}yF(#d*(35Spi7G@UC$5Cou8HEO3;2!|MhwSE|>v(VAND0kWnY zkr5Fe@$h7*vxt-_5`!~@%)__Y(5R4A^Q@x0(B@S&?c$3_s7jhLr4s9 zaElp@nzCSCmfx3X=45Cmf&0srzc7DkFf#Bmd924ieJ!eUg%Z?3dy8K2S-0}WWj{s$i+9DIMjEs@+3!;m!*O4e-`$9tN;Y4$ z+qWrC;wT45_w*oMpcy3po`tJ!kRY6lk2T6tw>$og_S=G=t&i(Gor6Kx=RI^pQRv=B zT&i+Cd#)OxAybPbm_!veUMwsg{8&uIpAigqMVJ++pVnD2$-LOZbd)S+Pyi8USGs`! zI_5Q$ky~I^U)|AS%+@_CbYT%CVP{wt8%xcVorpYxIf8*Em%i!(s?)wz3DqF^|5z$@ zJSA?yM!r<+yIMukYb#cwEJW@R<%k7w;HcNdu&^3m?1BOO(DSUzG9CE>bdQ)%KTnhW zOXDtod;C#qD@1G2Eu4K1F%NI$BE!Nm{FrDm-{W;!22yuzhIG1tCD`S?MIV8ffJ1P$ zp`EX2(y^_a=WKS0`@)$pij5(ZoOjs2;TM)(yvcmXrT!dJvv5=pi0}BxG3+J0bLm<6 zT=l$qSI~u_bB`cw?yP)G0Ol9dT%;Ui%#~p#^L))BPDFtzK%*5JWeB`) z_5INFNq=vSsp)R*`?;;$D-6L0Q_qRAg^W-qd@(F6O$EAv_GzRq3?lIvxk>p5uU3M! zL@FoFk8$>s#^!oir;(1YT9ek6yI(A|qnGUsJ05Vb)P!fhJs;WVXnj`}J}&gR+Pf>l zDZdPn(gMk?OHozRCl;SaQZ_^|GwfLu$Y zTmjuvd+7^c;)i~`!qwQ!Hl{dIqW&fg0*z-&E?RqByf>ir zt{75thcYRDopgO&NEhN-;rTo8tBf8I=QUoMn(!QdJ4XfoYeWPhaH5o9C=$XQ1thSV z-$;mbSm8TbNi_PzAlt z_xsI1>QrKn5C=N7!n=4gByHU_7l;Ak`w4=VZ;YYW`}b`gcz)(^@xYXKj{Y%@!R&ew_ z6B_Ic>7h=*U(vsS|Z_}q4U`Hp9AQrYpz=TO-yLU)HZX7$RqYycbz-UB{+z4ca0 zTq5A{sp@+Enf^}FD)Gz*WtwlO=*{WjOG#O0|U=S(m58I*;Pa8T9opDXHeCb*RuN<9us#Rx%N!k?h@^Fw@8gKA8VxG|ShI_HmOxW!Ht323m_N&QoPnq_ zjv|**BO(r@A@p_9iYdZYxbeIl$Z0OYwoCY-2AJIUmsl!U2gqx#%CEpW+&|9h{AsTh zj2UYpm)&QBIO71jQC}Opz>zDQh{*i#gS6d7|4JvCD&?Pz>&_R(K?h4<8!mSr%Sxiy z=66!;3uNUa5J(h8ZyI`SFL8#k+{m~6v@lkuQzf;^6ecYU$O8+g_&OQAvu=JE0YFdN9hu+{@Y{!?rLPY6f{u&+ zl*-1~7cBphHG0ZVy~d{`3_g^)pzC*#cHR-$rpQbUa1jLAaN-q6qAS@V88eB( zH)&z}Z%K(gpzO=x{Jz&`Cp$bHqsAHz06<0;rkdGhJ9;=74%3(ZuN zl;9XWk$199S^V)MzPCF$7(e1annmmV3(^tk(pSr(r72+^61$VGZE%I zLi`9i3>B#HVhf-6KFd>-gYf?W)-B?EQK;(Qk!V*qZGhv-8q{;~ssaK<+ZI`B#gQMT zLxrH5bLP%JnU*AJ2}c_NtNwg3GLK9tMq>Uxw2SYcuqPXfxYU#WBThO?P5Tse9MzSN zL1)Pp-%hkCr1}Cnfy2FlU$(eX42awQl!v-pxGiK`Q?tLCFZ}ZgI8S+>sIhL84o>fW z%4ch+TwRvI@{VT<;ZYwbKxS>U%FXa*)S|P@`3ehRixZdJ`JNYM(ubsmqqy@-P8_ zc)>-tWMg7fSv|k5ZRAX-EO%~s7le;$DHSJLjY3Dj zkJ4Qlqm6?z-}{;V7@!30jC22^RovVh62C+redWmSz!Z5=%~BgE0I)3(E8l6$!|h=k z5Qv?LDCNT|q=4++xXjJvMEk(V-KzFsy@@Y7nNj^3+NA&V>#Ia?)Q}Q#A;;3+53X6L zvLH~SsX)I|TaFyXG}&>jolxR%SxvK^`;9??j|$CF3atXWX-xBj+Gq%oGCV}wWvI5d zi(RS)nb2gN8LKc9rD>)?lYeRLEou(2 zf_QG4(aHg<#hqW{ByM$Rmhgwol;LBLSKq})MA&}FVyRjAfFolQobs}!apnEaodIBd z@S`CJ+r?b>i%AOM!JgSPxJ82`fGxF>;b7Um6zj(Tk=FeTH%=etTP6TExBO=Imm^f) zZ@fz)Na7u&@OOHY!5+fYx%zOpbG>z>1yr=Z^xSDWcO}}5tM7UxK`Aky9Dx3J%W`)@ zt)`>3&w)QPZ+2E39Bsl7Pn~hV+<=KbCn-EM}t5OCpt$r+BZQ@i6F@2 zzO|#&2OnT3I<3B0-tt;C4SH}ORBBVefjD7z;GI@G%Wq=q1iRaT2}gN`!u>KkD3fo> zVg=JtmiKUjKmf=qD{mh1nJ@5HqfDLghPmz{3 zG5%f$%_j4hbFVuafVt(G(nYCO$l(bOOPz7{ZQiA1R>cjo~;Q=VI83|3Su~L`YO$?`pJcAngP0RJ=`QgEfqzvnRn?;!6AI;>l z&oCqRphuMc9d*u*m6#$2g?jyl{^TmeZ+R>ia>sk{I9vFTkIdB^M3ZNwJ&X9Pq8LV2B}c%xG#6PT`SE-p4EQ+O+f|QJzR*_D7U)^|P7De^YXNY;Dj@`Wwy`=s$>`}Xe$ZHxPJ6tv0khdA5r&jNW;j)xZB1$(&BI|2}M(jsE*{YS894?teyJU#Nwxqc4DShBRw0 zw|ZwvG3;aSbyh;!T9Xkr$OT)cZ+peVd z7>GE3e%6l^{I<6w%WY_m1(B9zEiWI~^ImK3P1Gd<>AmsA-CpdI|Q`5mh$A8mUDL8~Ejr+5G^k-kq7lX!AOXVp8 z{N(33$Op-@Tnyu>vSLB%g&Y5x9ABPqWzMRrHxF7y9dKW!LUlzO)huzFz?kU~OG-2z z=J4HmvB+A0s@EEQ`d1RlKfzs;Xbe}IgvJqlR=Iao3?ZAzcy-oIl*Jth*sEf!xP0ha zoM)I(U-SJ?^Pt!U8leNRA_yd>d*r4>jq3bKQ=9I%qN^$JV$_=fj<0kp(so%o;LBy< zwyXiHHT71uJ_C_(5;LT8V)50|Cl!Bg1`4zf6Nr78&R9J@pqZ_GjZ>7%<14k*EV-99 z`f^D(gw-aue_hri)-6+jy#b4fr3O6%my)V4FNq1Wg!p+EX+@T zMHM5$5uTUjghUI%R7REO<{GyM0fBHc=XldfJ4Z~4(pV!QdNtfZ?6JY;k3OzXRfY#G zJ7J*Ndx%Cly0;u2w(z114f*=iv-%bsY^iVTHrF zCs>R~S81t$1Yas18co2b-yaWC6zcvd=w=Z}yXs99bgr@Dah5Ki7^^6uH2dI3iCFwZ z^Zf$A#et`yEGQaA?Bf7k!@+JRcv;~MHGle0@6<4>fTQtl;?D_Lwf#(Qmp|pzr0vR{ zpv%F^GQzlAzH;6B!oQn@%;j6}G9Zl(7s5U?E!id zTcF-?pDb#mT61N3^7p~U@;61h5V?0^KSt2Av`4Gus0bm$8{S}LFoS-?Dz6$F%q`Ri z<*KiyXWFxwy^xk?o~u0_ zb?nx}SXjop?+8EWyxAd`3-Ijc1*j>uq75B~`8*7Iw*}hl9?rI=3e>BuKU-_+udud5 z+^zh2x_j*6{S=M)Tho5U&y%#Xzw_`XN>I@VdR#fbCIJ-)q#;#MZ`P+q$Oof-7JMlL zrM?t-lTUnfqptq7V5aO?`{iWx(sqSy92(I1{@xn?Nz^iO)yQ6-?mW-Yj*OGV<|m4( zba8c_mhT7TUWgvxhy`5n69^*OvTZv^XUIe0Tdl$aN?olir&4Lh-^GS_Rs_B!oDWCN zVZL$Qx>;^a8sj900jdjLe#;Pr*(h^#R(yh#lBI(|)SJQGx8_Gh??DSosb0L`xZ+no?eot2f*7!ZGxcTTT&(cP= zr1?Q!3R-vJXAkPY)(QX_X3T_Gdl^yjF%{1v*mu-ES*4Q`v8kk}q?8ygvH6J5&a(h| z;BPP=h$hM8pxuSqQLFg- zeOjM%e~FCnYgumcn3UN_6*XT0FS}hxJC%`Rv3$@Ag5MuZ*28RN$}_5(ak#f_IGOUL z+C98V7CP5WAVx3k#WXTG5p_0ZKi3Id>18X%tIiLIk3IU?#pH-HGE6?Jr6~o~#^+Y( zZ?Qmy#P-txZQ%@sB5@J~13By2iVU~HOyQcIMJ8-+OmMg-l9BdYC%d%lwDDYTq~ase zD9lvd<-F4IXFAjGzPs$S8T$O4>~o>-W0H^&g~uKjw1JlW%3_z6o8wWqMF~4Kd7Q1K z6SA3Rr+Gp|>E-tltQ1L(q5#5X95ff>k36QTh{~xY3ZKqmtPmVpkY)HJe-yXBG29qy z+;R=ozj9V;zfIXjkh#_KU+oJm3;A*dqHHeOt_ZTAKQ{en^d;YigWR@a?7QDLi6SwR zhl#C&7rP2k^BfW~%~sK>w%E3;J;~7pg8`u3DxdDfr4g^!j=&CK!;GuF=g*tr#6U%r3a5`^ zuw%rSSh#3c=V8^b$`aTPAK(yipQ>7mi&c@DHnv~+t9g2$mo|GA?BScI#nxgBVDX^G z=FO;M<8iSMN?3m{x8hA8FrZgzEg7HNC1-|vQ7hF49o=M?J^o-MRqLg~DsV(S6%p1; z6YhZ~Pe|xqsTJKehs4}Jk}ai6o$nd_O2=If&=n|54~8bs9u0+bXCHBIb0joQWHj{D zs*|oX@FW=cca>8nA?#&x>W@{eDEq()38r|A2_UZC!HEC1vb^_yNLRPJ8aJLKi!V+7S#f>qrZJUUpbi{97|n{f+Rbuc(OOn z4OVW$cXT5tg}jt$>Uq7HAppAXl) z?}N^v@570N1&#ckeXF0@Lwt7C(eMEV!S?egK86aF$dR#sHLh;sq`TtnmQt&4f=VO7 z(A$W{xLMl>)bNAQ+Dl%M;%g~4BAT73#~Hy(iTw6p{jLoknfHtqVw+udKMj@!2E&CR zVpmDjdBF31aG~c0ntF*JwkcG6T~eU$L)+)|hbR7P=z-Mp>SY1`&lV?Ns;e~?4l{$+ zCjS7G;2bapYzYmc2RUO^#jRJs4qRbTWdg39(`8{yRr7d2NbTo zTu;9p*?i^JA8~L!lsexDreD;sH2h6M5tY#mYCm$ar2iR+{FPmQ*O z$B#|1jEtv4%-USob4bL1kO{Zr!GuL4De!G@Li#pYyc<3R0qrLhv4a@5VYLB1Nh1%{1~ZAv_dbPkPExxz`YCE?5k1%d?1?nEC34mwtdOX zzx#PIc^hes$csE|P4^PF^0$wI7JpfsUAu%l@Z^{@X=?AFfZCgt+$%9J#W4&F;-D10c;_!pUi z8HVqYU5i|IFW!Ma*!5aACzGF)%$pYc90AQj%5RZJOEEKn?7gead~5E@l{V-~A#mcc z*{yeDZ{(DLs;7}3Jr-ZrH>*;FKo#bA+|fV*jr_jpGm2T1VdH9~N-WaY+*y9#pyUkO zeWu#icTZp+b0XJKJrWjJho^vZRf7Nhqh)|&4@^UNC}zAQb8LF{rM$LIqY zuR!`x^~RIHG7~6OIxErEZA~+)zc8h?m0db6ZVOetDROtns^t^X#eCZ5>a7u_jQQ60 zxQZ0tY8tQ+?f%lTUG+t7S^v>-E|@2RpVyp;cOc^GB#Ead@KM(kG8MwzE;PQM` zU8sI%&^pmn`IWgh+;%xKY`ff}@~DaPuXy6?f&*L6p}h)rXaxRRDWRv9QmuA@8JX>U zCrQdPmn#7ZL~`tk;-qWOUj<9xxkCGCN_U${zA?qRMNEF|h0dFt3^3a#n%Jbk`mLrZ zm5`vRjn=gCuKmdVYv7kTo+1xz5{yam0y6b4kNX43dOVD15sPOG#+rYod{yvSaamKX z*4$N57r^HV@7`+VY?oIVHTJrk zfUNAx=K`@jj!hB?LAXgX0CqN(I{x?BD7~r)1V9rfwPaN)EILebg6^`6D9jJVwhQ;m z)!-kD_xwinU6F9&h5uW(vZr9Ka26WsxfXx*;4vYb#AN4rYED!LV2uBPk_1I7Eqs-+ zk{&NmYc-xf6`xR<=NjCyJ~XlEz!imA(Dq*SO}o$5 zgv8KCNERB#n=EDmb;X#4B(O{@s3s~>75|cm z0dp3EQi?A(w-9(OkQzx7mhusk(sd&_f$gGr!wYh;C$IfH{I=I#=nXqQx4PJ{i|JdJ zy?;C`1_8=A%+tS1l?{~KM0mH7gxz>U$06|cjiS7F!(|!M*|+EftdmoZuCFo+M_PnM z3Bh1Lb-bsbgE@r<>dvAdIPvX7t|yO|bi{zN44KN8%7b@DavHEbhv^#ap;AyF8JLJx z0L@TM3})LyG8El9-X>XuJBCaNZ#a5b9)|{Y_X4l+{ZwEom{e^uDdF)BZ7tyDQ14FV zk{fbGuCs;f?(`7_Dxfxl_q2R@rc-p(Gl;RSe6q~^*hP;(jU*Y03mNC0JpkWH$fOTl zt=rV$X6hr)(bU5SlMdDS>cwmh<)7uR zDp(J{ZHe3+Ph_6PsC}O!Y&}@$;AXK4li2?>kh6mWq6xcUh?*o|N@gIN<9W{v&YB;Z zJJ&^&;yP$+cy@T{;T}m`!i5F6_`Pn18kB6T68$B}2{`!Y%)e{xqWY&tL9eGTBc3#b zlg)McmhezH@5CoS3kWv_dtx;_%gxE7UN&CG&YPw+Y#RX>9adM0Gto^N%0G3Sz&XAbD^RU zj1G;;Y zFUs2XB%=$;M5)Ku=I)GUs8V0-p;*fsVv{`CYd!&&cZjOe9=8H1sQWOgBFWN)C}0VC zB6H0bkC{BQp{c^i?rud)rPShay46D$f$w)u{i@B;c@E=nxkcbY+6&f|Smtd?@OU8IH|rfL<_*H`-&BrSLya4XMsklPTdxCRtSC_EQ?4$Q5P z>GPya))#FS&DfB{z_H9r*3^=5qU6v8TelXq*KS-vxWRqXi?W0ygs#`UcC1AqI&f_G zJ=~8Y;oDIrW4o2brJ|_p4#6dl0#~Jwr{;wtn_{tIfTrCoN|tlufBRpC$*w=CzE|+ra9!@veE-E+pF|3A&!+onwx_ zG6zLrK*t}Ky$YtZbJ{9;@-CBNi?bD1SCza_^b0)O|ub=>_@4orTQPHOQy^yy(B7F?g&|7TU&M`C#hrUgEhndXh-l0g$NFB(Ws+q&* zx3&FV*P>U&Kk$s*%4C03vip1_bR2M-?$UW(us5yIeR9)B+DbgRS1CjmGNR9DOWxBH z2W7re$Kl(c;cBMnZL5A zSwC|3=|%7!5;JR-W^qrSM~;Y6xR|n~lT#wwi4cIE8fl#I|LI{__8SeV-vnM!-H|}RNRM97W;T(DC;U#p? zUGvHQf_wG21D%P$M`~EYRXyD@`Oi#}!d;MV$Lc7XkOdO)squ4n2CqIV&Rvnn+VBk+ zO@+Qvt5TsFJnehX1Ao9lw3O4=wjCkgU4#l;$fkdBUGc<31qgW2(!;77&D`~y#m7FE z3URi{5P3HFYihXThQI{9*I0nTDhS=(_KB&#v8m-bLCD<_aNU@Eqm19Ex_QJC(js3X zb@hJh(}hyv5U};0MP#?4cA+X=i5)qGDriv<$Jg8m+cugJI-h#FmY|sKL0M5UfrqL9 zdpg*t;X#@Vz)4jTz301BaBu#EC+U00A15^k*8)0btP=?Lq@XJB&ZD9oJWLwKfDv9^ zdhqq;IuI+dfKX7+ZXuy@hT|?YW0HG0f-&5oduLOw z8%z*-*%1`d?PY>G!Z+uR93nX>e*slN<8?Su<)NLALWDaV>}%_D|vcaTrcPlD)znj z2vIe}kp49P&0pr7>X19@XxA1Jhdw?VDR0#@i-8q8dbO}j)dom(1n2f$f+9FILPsv5 z51crxpBvO2u+-0joJqK+t$y9lvh)-mycKXI%PMFEn|OkzXTc&24^WUT00mE|%F!GpT0uyrV}aJ}?Eo-aqD~g2V4Q z^9P+hHd6Q`DylVn{0r)#v#M+w+gqfa%miuGewQ-1M>FgL_7PL1mxTstuYYL-32Rk%v{5-aG)222 zMuLiLoYs-FvWz zku~oFAcELSv2eg{ynzGZ%hkUs;UHA~74GBAVy8%^&onQlD+XQ{Txo>0n}iYrRq-mE zy2nu`x^XN6WQ;aEK6h5Zx9@IEXs?!1yt*TozYn@>8SCS0m%X_>4?LSjA`Owc@q>g^ zaLJwFLsF`aF~o%{wFN2d@b=?z_3yGE@H$6t?yC{de#ccm31L`xVGz6Ouf1yU1q*9l zg-EiS#5hPKz4y3g4)X!x0Di>HJT;NcUXd32^UFxV5}A2!9e^3f>TJcm8t`RmZGsF> z1(yc&Q!ACHs88a$bYjzRNu+dG`*F3R7ag0rz%zM-IgCmvlfGP4cx^L}dl?la;2s-# zbQmAZ9;~qU!tT#KNsuez$*3qn7Fz=w4n_&%%_0nxY)?@}pL@ZE+TH<;~1pOUwhiw%R<9t#wZW;TG?>`r$IP&#xzIB&S55o^w4v z%GIcKt*;zrUi&3aYVOyuk4?M3XzZGj=x}wfRSS}qM%gQ*_ZCa5x{Tf%E+Z4v!Hy#R&v&ZC*x#XETCzp8T zmlw*WMU|NvAC`YRu~tYgctv}!P#iWL*0SsNrz>Z!I*%%k*l9dG9&F-R6>B|y1{~s$ zdld$+7j$r;>rhZJ;`hDsm%r=DKIDD)2A9qKx4C`E z@t2P9c2?@=d8R5Bu%l= zn*>Qxi98>EiPHVHznF;Ii<&>;Aj6RSb*Q;mB*pQ!ydI zHpkp&`D}!qF>)xK!AUW(=kc%*be{UAmZs9K4^MiXbmEMEvl|WWq$>Sg+wYMEgR>a# zMoQ9od-M{u>|Fnp9WB^mYj0=MR{nG!wOr4N8$D5S^%-B9BfB~y4FW;e94V0!K6(n= z6ExJ3$VB@;?>Oi*~S^vFxr$(SA8`${%$^HJUb!bR^br6w_+& z)5Li;xhkpFM!Ec?&TS>fj1#8-%hyx;Kre<9Str1gn-Q4a8M%;<>z?_!oTDVN+)=-q z!&84|Z=oxr4WF6oCTCJ-QvTCw*3rZ=YHa4ISJA0R&EYebW2o*x>nId>?I@ffuaO50&=>`3j_{-bU#|0sB&6(k8#LBDSj&Fu2S^Fw1gUn39wyFe z=~5*rIQ;D3k&m70)v)No;`WgBx#$;5=hCHibsRqtn^+~*E+77OfkGxOqzV;8ZR28o zz%wec{&RV&4Z{kiVHWcstGUXzeD>-r)AK4VIXTPEBKqg@x|*Y9lzeQ`?)dIQDYnRG zvedsq{gWBLJv*Au4a+AyEMApudd0hJSm8@kCRetphMbUe+o1~2o?wRvj z=~uf~UM;E{mX_&$F&EcAHB#%Bc28HFi>@ByN`@7(BT#_1XkEJvei`jUtgRKJsz7&dX$$a3m8e7@~gD~uPjP^HE9Fi)D0{Lo^? zr8IuHa`o5NiB+J%cS9%HT@h%(Vg&BLL=yact{vZfZA))#HB;6PZ*I_nbMmgQs-!*i z$=%T2wNq!+eV)ikQU$$ zg#~h*taFitNQngZvR2l9K3bq5938cPuJS$p5ZLUdXY;$c{pSY#l1d7lg7$HW*Dtx> z!Xft@v_g)>1QxHGf9X`ZGTns%Yd9p}H5Y{q)t@8R)sefNS9`?9#7n%@4<+`#wQ3;h z#rwf)j3(N@&PT%DN9mEjQ>)8>v~p7GoI`z&Dx&kSUz}i|>1I4X?tcm^Room= zN6f2NhGtR0iS8#-NCw?}K4d}7AM%PO;FtH2(n$NNPaVe6tf&$`bEO!cU`u-Gjftua zI|)3tvIHbgSZ86G#KgvVQWrgxK)SY&ro)vBkyrRJbyr(g(cop5D70E~cI z82jrS1n4%3 zx&81r_w|D*IX{%8kUnQgOY+6W+`X}EZ>xCcR_;DEH&(0xC@2kPTU8^PPzGUNL1WBQ zO#Yg-Fqm6PUgoNpLfxG8MrxE@EN9T4L$GVgPG26m>SR_qz9L!r>B1qn@G_54MpTEb z8Ic+Hf!~}fPX+6pw6l?le6KetJ5vJqxQFN5T59q|Yb*4<1zD_g{mlDGzDZbv4LuZt zbwGe~H;(|dm8Z$|$St#wJsSK$^~QEtG&?&j>zM$xOuWCn+D>s7bDYAoQSSteT@Yin(rb93GgeIAqKSHb>tTzx$1+qkGfYBhc3JH)-brc14#Rfq`)X~{7i zeLA_@XtJ;z#Rq`oxDjSizA20k8tR)p2BG|Vy^P{M+S*@JJ@a9fP9~X@gchOJp&;`T zgbSzH*uM4q=s-GA$DOL}mf0~6{Iraoj$9c4`dJ%^+B?{Re7v~Lr?)VC>?~UJdl6G@ zn<<5YtBodL6{N2aTasin%{yo7SN&ij)kqjQ5zz%Cnd zfsjoM&@R$vGwS7+i;qAp@SyF2)$1z4Z rM1Jw?tB5vrukmHi|Mj0tVE3^BaCY1ef_R|M|0@{sW%zkEGV$6!?mVH7 literal 0 HcmV?d00001 diff --git a/predicators/envs/assets/imgs/cooked_patty.png b/predicators/envs/assets/imgs/cooked_patty.png new file mode 100644 index 0000000000000000000000000000000000000000..f94525408e038a13f7dbec5fef7f98a79702df8c GIT binary patch literal 5752 zcmb7I_dnH-_kX!Y*NSVE+3ntBTxDD<^SbU8vJ)2}>xweo*+kb!*UYYPg>cE9x9n9E zW#-COWMyP;U!OnW`@=cU-_CiQ$9X)S=RBWLMh3T8nfRCh0ASV8#+aNV;eP>UIL{qw zc0K37=&5bt1pv$({|lPI$&h0J;1SosXqftEu96dG^A+i-%}BfvDB7b0>oL^hRN0)|5vL_;G6Vie|x-Us~(4|wjss%VhO z9**ULF>_=F_x3j9oo$gr>t*kQ`erqK_Im%S_y*SFeMu8<=XTuvc8aWgzBlb+Z~y&#DdpSxB@=DC?9K6avABpP1UyM@MzjUUQ^Ln0kC8 zVaAvCDi94|>GTQZ;Lz)I(KCoJZVfozyOa>b7eUad0D&VSpe!(BIvOZQ)J`-K3@{Tg z*VuBuk+~9i0b8eTW_``RkS%*R>2c*W)&@L4zBtd;LG7|AO0u74{!a&T9Z&*hN`a|K z^G1*(jO^lJpea_Hqlf3w3WQh|SvT_nh84nm5m}MD7pYmXiUa6-x56wZe@2<1GCAbzk zsVqz)@0z4ZU>TSb<*eb>AKknG0CJyx?io!cttURc}d(`t!3bs7uJ&BWg$Gtr-1S-qE4$PT;~kZLeB)tI5t8w$nws zj;;Xt`knQN!M7s0FMw9Kt6}O1dWNgzYH7rPwge0=1)Ge>ci|0Sk3Mmr+oy^~s~!L7 zAt5Z@s&mpV25h{g+X#WdP`}=nH-%$g4)bIp@oA+33M`Sl3d-_AeJjw>&cwz`c6bR) ztd;e+9PHy%7i;M8_oc1cKIeckx9RP>7j*ZG+kzy)>*3voJF5OK3GjRZ^XbUiVVuEW z{Z!?rB(i5slJ)2_ycoJYEc3cRdE}cf^aSR(52c~)vzy<^VmwL(YSYr#B_|o|T)Ckk zHH6beTS-Qfzt!PI;xwnJI&FJ-d29!FVS{A37iWNnXuuhzpPm-XJ==+sk4`VbJ{*^I z@w7E?ux;zZ+yw3yc0J@{0Q6F6xsFL!tZ}2?hm#Gcx{Ls3?yZ#dQL77-@7}Iasrs#` z2^=n%0ds{xl#nebUUgwpNQjs1h1uy-WtzRy5L>m3?sZ)xuV_oQ*xmU)N^|}V9tTQ!OBW{g%W z(`XWQPs8&EUJO|YhG!Tn$sF>=ivkt>av!EFt~UH~UZYGzxn`%@c~YfN+x48kXG6VW z23q1^UOfyO!>03a%(gV}x;tq3H23Xc(70p0P-Ut&lad*0_U#1vyxAYAbyuPK7t~Ez zrF4%*y4`miX%&rGuNC*cvy*pDgZWfHk`j8aT=!AnVQPgZH5%4$Wf1#f{=CC0O3-QP zWkTRGZoV&Pm`tdls7d8+d6klC_@W|!3d!{xj#&95;odKLsspIy;mksY4R3ibFUOC{ zL)ypORh+iPdJNC-X9wf(NV@5@`7x+)}0 zm*pW$_3-&N6>|Az0$muH@%W!}0l)Lw_K^?kOxMdCz6XC-pejs|28H#d6JGzJSA5dT zI?LGgzMxU%+^Rq0jP5>nyChar+JEMQrPa5{!O82BfY5sii=HR}ni-?3U5r_D5qwiadjm7$?oMpGzi5J}_jr7r$<;c-MMehjb zGP9D&=4}%-pm&(F*2Ko_Ys*jRt>F11aUcKc1ZKe8ig8&-sf5mTA%zXl74vEQb&0zI z3@e=t_Uv$=hM->3q6`p{F_^BW%Dn#dLFl+m;??Qmt|e3~@*Y z`DfR@Q^VGVXNVJ!W%ZM!=y7Y4Q-1$w#iuS>#Ilt64aSlSWTRx4!C>H3#+T#!$fd`= zu?60xk!IZUCHOcmIEn;})laEKE0`HQwY63eROUnO7n{6I?vyLWz2mo+q+NpSKi}M14a*gPa8ja>vczctSjvlaS#4>8-qI6@m8;6V zy|2rvVM8NtK0DwQB#tC-j8+b)1N2yYyQH-MwXOkrOBgd zvnmNnNg2GR!ow#Q{pY?EZLW+cfs^2>|&uRy`1Ot(~^WTmhwwXr< z`n=9tymVf6%fz6R`)NG?E1*4&I1f0q}f`!r=+#!oP2=ZxqVBf`u2a-iyy;sSYt=OhI*W zh^hpZ9DW{eu|-4;c4t%2x41MsZft3Pp}g~NNPE+F6Wg{awR|tw&M$gUY`F*o+TWPX^S5R_4=iHLUegnIKI6e zcnKSw+RZy9uVoFjZ3@hBaxvI<}|HRM~Sn&COKA41&IkuBp(=A`Y~xX^2v%$ zOi*M%;Ueo~vb=pW>4BKdZcx?6-7&_V=XjOD(`0!+OC#>C%4Y7-k|eXgk3>x7P$o z^{`NKe)a3V?ZJ!atkPJ|K2~IzY@FNW9=c8Xq>8q;Qy~+4D>6e5ch07I;5=or`V@%s zCiH9lefMklgha#ve7aYSI<5nsmEE0uOZ`lJM-Gsb{}sB~6noBa=HpQ!O;#b#+K}(O zKirACJZ&32AX_q&A50*4sQKmWPE)Qldy>i9u-IIq|h;Io${J)N4-#@O#$9^-DLQproC zglx?)d4M=$wIbNEc8t!x35e!qckyn@w{Wgq#Ua2n$Kr*Fkb4uOg zwO&JadA6h=CPFW0GG&dht$itq%A~B;{7c1$nMn$;)}VzK7PyQr0ulQ`D<^+0rd{uZyLELBX1^hUofi+#_NVh7RU{l-3bb-bKJ zsM(=Uknf61Ybm_7Vw;?83?rQO_CoC_W3~tKBx$>@wg`%-2v5opg)+2U1BUdm_RZUiAoPBRK&?-^P zqs!DxUBfbbiutD4JW3ppgPX_Sip)#(TsXQ@sczJaLhJu0%rZ7?u4X3rCt-9fuxdmB z$X%x;a9h-J7Qn<)G|vh^m$S1IrM^=g&hINbzi(Ova}7t@&p=6AXhI{|Nn$;tas5K; z@<}Aiox_@h?460{yR|!Wr5-@o7VzM?N9h60z|@oP3ytJ=r+K7`nft2OooSWt+>rUu zPvoUDp)*BGGOFq?embOZj%TTXC4m*mt@0IGoQ&;2?x(PL?>JIVz~Ri-b;h~pS-YUp z&I%)>0UgG>ndh9yTm3T7PPY+u65g!ojMd!i5ZS0vd-hJ>Co)`G#&hMWF($a?5yDpU0-_M zKlD4pCPKTx;c)_P$|R{34kdHH&uPaoV6T+RNmNUCzj1A{Y34w`-$p%pT)CDP1zn3=Q# z_B^s2pG)I4vJ-Tcs7jeU*33Oul|j1#@c zJEz$xvmruS8oP~G@H{=7Fh2YeKHv1bF^j?IqTHt@PX|%O$v45CViE-IP$xXRcLW_S zH7a*5aiz14+V~(W$gtn+x1?-! zu$tDpGW>7ZgMHBpm_hvL4S1i2oCqG0dY6o=gcXk^2VPt{>+({nX38;^>U}7(q`%-Bc!}W6vLfdzw4)OMNRj zl-h6Ebzx2#$mmjb7vj^kH%ntLBHf140yc36|AigWL7K>CZ^+;PLwFA)6dR}oHNtRM z6^vGFlNkXhWX-2&n+-?@XX%~|r3Ch!P(v>BT$6ZW^->snEfkjW6gzK}(^Bq<{B!SR z-E=&RfNBa<1{ntmp+@}grxSzo?G25kTs{TFsd(#UARWHjf*ZIN2=n zO*srv@=EGMXqpi`>%qRhF21;raBHj*Y*GDs`)?p&Pu6!3d|1(~QjOygV>04F-6=P( z24l?jG?#ab(2^NpPV`k^3FeZL)unWB4tW-ll<50OAaN8ou3M7J4S#TG01MQ?oaQ6% z9xYs=sTTYRw;i?uo=sO)O0v&}x32MOj1a*e6jT9K=e3)!M2X<~Nae)Z0D!%_hy4Ii z_ouke`l0Q&Uji1^IscP-9;jt109|mIvkBMoq(C4B5;1lzGM%`zinC~5$U*z3^My1s zclsqESuE1`#o=HsY$#c?r$_buo-U<9DRU|Yhwn_wNUVKi^Zdm&7V=gtxVf$%Pno&O zjE}p*g689~Qvs3mhPmIRH?6e#|a9U;XPk<92!M0084{l1^ENQRuD<4D- z3Vu8?)VmjgMI15{cA4gs0T_oKV}(cRXZl}a_ArxZ)JXsp{!5}gKZx5wco{cTCDHQ; z5#~W0?aRz^Q3;QoVyNQwEjc1(Vhrw99=7W}GK$(9wVNx}n73wHrX?I-BaTd~XmlQ0 z-dz++{bYmkWA5o?jFIWpx_l#2l;@v$nj6h#iPP!31w7wbh{BjZ_49Nx;gV2smMQvW znBx^f2S!$`mEYx4!_L$EguR-=5)4V_y`~qbRoMf5U`pH;eu%OcxnlWX_5}!ydqD z7&#v1gAB#|m%l$pz}hA3>5Q226lAn|V2PCi7RsLPbRSr{k-h#J4;HS9!@{fktjo%+ z3Yx|zycjBy?j}2^(>^!ku=_T0JtHYi6N&P(G2yDTG#-MlK8i!zQtF%?%|@kSESHkm z`?qBi%e^%qMC^l7Z+P9*=B@ch_Vas&eIvF)?^hdoRowv9#i%cvhKT$S-fRk|<6CxX z+PORIfxPWl(Lh={4~Bt`n%z&|DB5!|u!`jB7xZSWt60|WqaJ<-q5fZdOiTurd z^>lP;YiDS@VPbN=_5q;z-;*kTXn)NmpnIcK*|B%K=$(VdwQuX}g%rp}VSB6^2~|3SfQkYEDGCG>1O!6wNRtjq4^`=r@gD;JA@Cmp{~_=n0{VA?8xbhU9gz0RK%nl4Go3q=THkkOn zQQLG>7HixJHkg>It=qOd^y@3Gb?3A(G(B~I7w@Bulg-vl&FgkHG5cB-^=5}na_feQ z2(Pu{I*v^B*0Wn1=QfYc{pk;1siNlRCoI>9e!4y2QkD@7@b9qU^snjJU-Ooen_610 zi#67;cWIaH;b>)-zwd3hEwVQJ(L1VEBbHZv3+5b)&J)9;CuLn?w|Pae!&N=uOKGtt z3P5IzTV27lc`r!wyYx2M>}#Oh*FretLQOp8rP^@MUZnr79vwUxQB zY8*)N*w`T2alZS>=&i!Etj&^DlTZIF5muNfxo?1noP2(M8Jf!UC`wTPCD;lw> zP;6*ppbllXgcwA>FJ`l|dS+NYP#Rxyx0~f7((>8-pYP4&bLYOgs3Oy)^X_{0e=nB$ z@xC}-0%iaO-LvbDe|FC<(%24MrahK4;la5EG`BXzmKM6F zG|wX=8MB_M%ALZ8SYGp(I+H|^~A*5*bhe0-g#B(k-?nhsxCIi8=q3eE-Ukv!3M0XW7Wq6mFBN* z(B!-Mgh!L``Bx~h(n~V0vf`udopeRBXYP<|To33vFe^BjpbezSHqHRK8FJpdGv|2u z&1vvEQr@==?C97^<_k(a?9T9I9%k(KCW0x5?c5x;0k`TNFb@%_#1hEUY)WL4nQkg! zt6?-4Nabs2?L;D^V?%h1syAmRok!F#PPYUok&+s`Od+e%5sr1Kla(=Q9woAH;F@n$ zc{kikZpXO&icd3zo{w7n>6^;;H04p@xM#E;4%{2#`^S?w-z5fENc=z~?$3iv?vaCEo(^W;jSm8$X>rL89HB6I+# zKk?W-jNM2}IE{BifQ5-d6>u{UyHD586pitvj<2*GKnGeoMbdl)sMkM||MGpqNF7#8 zJ)~_M&LF!9V`74*fL_&z3MbtxrE;*gxJ`Ng`y*QG?njcXkHI1zJX1gBm9-$kXp(&s zZ%e&l7s?(G=lS0#fL?jPBCjEDv2MZO&y4qwbE*fUFZ7a z%O7?Xc{$=n>sGInUMa0(>Zor+4Om*ljVM$WOR-WO-mHI63KWcw{t=d}{vi|esx&6L zW`rib&Xmu%3WL_8W!( zpiPB&S^u^p{3gvNnY0D?u%<#+_2T>BhSeC^A@Z6dSiCy%0y=%!M6a^!s<6yzy^SD$GF(Y4yU z-xh9QwNzq2F{!K%2YZsn4(~B7h}6k}4I)d`x(Uq&gOdgKQ}mjWA=u?rH8GF)SWk15 z97C&pj7?jO-y}b7A&+d)j&vbW1H1QeMdLXy<6rCS?R!LEO59QI9hUq-9zLK^Nh!MP zL+Qp5{t=KwWb^>WO#~}%{DZxNyfZkvwXcJdi-xBtS0XG2Hs(?BR!U4lp+1Jm==&fa7NQ=eXplho6(~6y| zSkF03wC53a{@jCO&4Z};QX%v0_WHRr5 zgmr4U1c*PKpopen>0jV$IiK>zSs@j&$-Xd0ab>8JetA`x*~K)}hAqC=L*H90KUD17 zdfL!W6b*HW-=$N!Y6gv^0_(C+bSpIwi3AJ_K8-caGbh$KWXrKTN9YRDgAh?7Uo1(x zZ9!B5@B{-El~>G>+v^ggW(>R{A96tVHZ?NuJDwpG@6WC5(fvdt)$plOGRe-Iw_@@e zmWEfg$tNVe_R!QavZ?`#O#&0WB{fo$w`scWR9|6$WI`j|NoTQxto%B)U(uzix_XP} z%QP>D?psumge^&a{+QAW)nR6lJQlTJOuTsMiUr&PS;&H{D__B)SylyIu2;Th<}em! z0Hh5JaSihgAz+hEx$9<t&*XTp?4V(n07%AHKydO||zX z1yjON6}wyS*)Usw!q_IBiT(ETx!(0pgiVNh&D)p3E-j_z!4|A49UlSZJa0dzmgzus z{vESCW zkZAi&J=W7PCF-y2Xs*2HfI5{RoAWisJ1IUym&7$SG4mK^UUZlN`*C-*qJ3V`&L%L%293Fgmf$B z>$b5yW^R7Nd&$z|a@}a76d$YDq5vTqArg#WolCmKDDs8bu%ujAdoZHty+8bKC7FtmC;GH@bYd~%OHa6trcpGH{ zl|Yn%u~lG{n!Tr$pp99Y_qc1U%%rqHh=42C18CB)&4uFR8^M+ z?r6pkxgn@=e8$#P~Ow_!6y!JloSCm{ECoKiZoJBbea*>VhGn{$)h{oR^sQrp-Zk*V`#pKa?dq zo^LtE*G;AU#OCThXvD*EAN(mn zWd3%+n#r8-#M!k?a=7E3V%=e6ViD2%@QgcnC_nITpSR{@2DS|{?aB}-5E$wGYaOBm zaUBkE%}PEq)bppO*EBN6*f)8q9~B0)^`7_Fy^-G(+M5xiyaX&1JQe@V5AjD`5tamJ zvRCJGPv%WsaEzJS_@ymBEedGU#7z4QmWks?0ML}ojG*QCF~ z@xt4DIu#ff-rM(tz?a^0W7EIk*1?#c2-lekAh}?G_cyR33A6z?fSh($*V~aDe{O}n zv0p7lu*mu5ge|m7cL+CyIwSR!6r}w0#U!D<{>qFCq3T(Ywn$mHfJyhSY;Hmb& zL(?I5Vrbr4XhxewwyPaLo&PUm_X6oG#pOtx$k=4jZ+kkscx4r_+Fj9O!>U$`j|qGO zCn1-H^>mBcfI1cdJ*dWS#x6&3^8~E1&k|UWEy@~4$vU(wNzvrT+~V0!zk=SM9X*;q zj|bowNpY$h0>7cdbBBKRO(lPZ4`EGDm(|JF{4#U73}A9Ng7a?npuXO`|B(jan@NO1 z5-{?2Up!aayFrxcwD5K)OM118bM|yqP+ydRwR6b)jj>N-=4sCN8~ZAKbSgq5*C|#eD)sq|9qk_ zK!HsDu)n#YR}`1kzt!`^=J!Y9m$-O3Z7hz3!gneK+P(V+&tX#fJy+vt)kzLytnk&u zXFGHyD{RrctMvZA%%hj_;0DlYFwmNM_c+RB0TaVp6!FWV*E=_#5$g3m_V3u@ zErNxIBV;~>#l@O1+=2@$x0FA zN*MSq4|s)3-heED7{pE%$2ZGfNJD}Sj}I;8=6&VLvZx-*tv(1y=}8Gh%v$Pt?Dn#) zdb(B&r_!4R!&bK;1rtE#XGsX=Wfs}yc^}!l4j;@*`NjReBq6D-ACu(_j{t!maE&$8O-aTXUjI~ zN3(qy2W+akUo+w*!rou}op7QPPQ;Zvgg&>M6ep)~v)809HnJFt^dox3Zwy^)I+`1_ zW+ihtCkplzfiT3AWPh~IA$SK)TGQdGQ6^W*ToELWObyYbSsgrb1(+&LgEl%0(966{j-q zt~MYUbo<3^{ATZuIFf+kNk^w3dSMNSc6%4vsi9uu3YQWQRQJmQ^34TO8lamimIi>r z2IW4F#)s@O&zwn<5wo;zzzI9(0MfRdQK5hYvF-=LOh(jMO48JwfV55{jJf=}pNc@r zvjVXW3d)>O1|=!j(3HJctQ6o=DoLf6+PK*(usRE3x*~;mx=wXIp4Js52Nat>#Q8(n3-%uFNY&n$<6zHgjRi@(?>@Mx z%#uG>xl#7Xa0XgqQJBd}@P#d4m>S7gP&*HdLjw3XUWv1?J-ZbB!ZWLs)>(Rb_b7lW zTP%)>tCZy>)4jk{YI`RTK=E{~r5W!|&aoC|-J-5+Bh)dAul>&%rU@RU_=HJG6~)H>%G z{B>EJwRP{Fs8woMoF_T6GC87}N?44N+X|n~+%N%RSR7GOn1zH`Noo#FC@{c`$qR5m zIK)|m-)>ozb9a!ZbKGS5SYBQe2iQDI-#{y|Jjn9~ z1fZ$1(+Lwx&;GWZ3daRY$0;5VD#_H96Qkbh2mv_1 zN|F?;bo@K46!F@VS$UfqPN&@6;zh*`4<>=Dkjv0*be1}Bj}aUYjN9P*(!;TeU;8lz zpn8Wf*A)PLXmy$bF>*}WsuXy)gF1?DwuFWp^GdB)g9*xq>U-@(!{4$YNXJ}aM#5K+ z&$jOBXnSOib`|3CRWArab5M!%M{^KakRClMt5BEPWfEf{>RqrR^->pg;Sm#dvC$b# z{N-tZm&<(p93&?Jtemsw&c}0ubDlP05P|rRha?9u`!!$p%c#yaQrPDrSnruN!!6~c z=oM(LyO|vrH2!_xD}KcjQO&Y1VA=aR30WN%5@*u;x>GqeWXPod&Kn}|bHa0iUmA^- zANLhJJ>h97wAy&vmCJ&721-u#+0Z5CL$<6Izvk0(lH&D0X4hk0OJrDiUnh*iGxaXo z076%oufT;ubFhhz^yk?;;|B~zk;kMw)93Y|5#C2PCdxpW1AGh$0;o=L?|v?)x9@eF z&lnYLw=M0KA9ZX|wve;ey5gh3TBL8tIYkAL4{saEW2z4 z^0k?VF$=%E)roD=N*>6JbIO^Er^Jd(q2#$ zD+>RWEdqRVLT9q2X?p1o)G>3#leAi>*&Sv^d2T3Y*er;)X^ zw`L>7Zd=Q-ik;?h89SGb+BvfIt?f&)JD>t;etHYrLBkiATQ==NSH41=T4m1S@QLQ8Xx2L8BFt(H>wRHIiNzJUkXvxGmP~kK zk=|ahSS-!M11$Dq?cAIke3QsC>Ao1u1#mE^FktE9;QZ2l{&=#gMMkEo=60mn$iA^z zRw2^vnrCal4dwoQ;{mw}lO*>m3m`}GoIwOB!k!}F0oqRQe|39RGM8mI_Z^7uF+c!t zU6>*JS)PS7Z|_Jax$p>T-6>2~$);4j75y-RUfw|d2@}1g#G#tRmk`#xFiqM|hWgLr zQoRvCUQisO&*%s(KQOs8>`kD<&CkO#5^Y5Zj=kn{8$io`hjqU75Y{e}hNl9bT%I}5 zE&}Tvs#19=35ogk#UjzySKAE3$p#b`7G~O%_dN$C2~vQJu1x;HRv<0(cWvEIAhHdx zCA7b4OJE-;fEHjASm#)eBGx_{k#CaK{)!H_7WWcAV)|~h>N@xmw7OljEi#U>)H|5e z?lwzOPzqKjxlSK{5)uw@r}GH^+Eo)lR^EDEAM+{Zrf70efL|zPx(!21xBGcahT-A-BK=K2I04)u zkLi?o;5@QU?PaePs}?mZuO3^a3SwZ0>jx3hJlycMgqPrHsf^2|AU@14t+t2n8CrX)CFeNL9d|b+UDbW6FE@nNkL`Sr*P~>^ z#Y|3ml)^3QBCJv?l;^GMLCWLqs7FLFxL!(7_~4M99sr0)2DA@m%<#{9Z7;I=9}Y&2 zrK&y|r41MB!gra2m*g;WU3M!op4NK*g^! z_|3b8+vp_`uP)|vvu>Vlo}?J zwLap5UftEkWsfV4#5d&St<5&8S_~>yJj)a*r??OXX;Y6j5YA87R0&kHs)>cKT6$*N zN_4X%E@d!rZrVMJDYKVgT}#~3VK-P7kWv4$g6AaJ|1g+$p5te`9H{!_5y3gtWUcRv zJb8l{B<6$%ZigcyOKxqlvR$z7Qt-A;KuCSq0jUy@ z-RUY9+q){3T2?O9gE-O>by`|*s0ArghXprL2Y@&jRQdYYnX(d~B8+d1%~B4TN@?-U zf;`1MEy#y_x3Zb@2RctA>6+TGzMf2S|U6$w=s0A_Rc<46=iq304p{* z{qh3ZtlvW~Gx}6XF**k^!fuII)2-n|n`cvDClz!sX*laHuE6HN{*2n%+yNF0#KGOEN zCSI1!?3Im^g&tcfj-1X*U4BXK{%JZCZ#s2m+fIq%4Z3Y9ygVgPWCg^4VXzDVEO5iByxAB z{NzLypJ3|CuJ}kLnm&wv!}@qB@2Ae;TxSjPvp`PoXR#Z%dEFk|w*%O%!!_$Nfr22=7c2C5Uu5JbAKh@c8rQva9>!M>l}{HGh_wfH75q{5rVS< zqi%m+%%Ja&)Umg!x*=E41?ZWsu9J;)gR?RMPCe+#LtY~qL6iOEG?&5qo3(A5FVI^5 zQsQ*cMtLG9Tj(m4m8veX@p|KEND)zAu1ehe?Ob0^xXq4_D1<5gNQLA;zh=M9`(hGt zp|!zg^Q6pd-esVXv9-Z!>U{}So#ej+0nba#?N_=n?LbjyCJkE7hED>(R|Ib->5xz4QZ-vi(&Pq-eW^iGF@!SNJ9L)l#hySlU^6*q=$Ia^3 zuvEmxunBgn(^TLIr!i^_4RcB%EJ#qD-^*OzUt_s}p6XhT=6~nd{c><>a=Cmck1I{H|tBT_9&f;TMW5)ng#t8=cOW z#!XI8<7&%2>bhJ13I-4pJ{TTGwL35OUQDBhgAKniL5Q+i{J-YiJieFi*luUDal5*q zDByx4^JEoeCrBxaaMIlnC@8LQ?4x8ft)l=hzQ=E={ux%>mY}2`Q&o68V>!IMF<*}- zpW*F1dypNlbo6F#HyMAP?|^qgWa1U{&VbuoJ?2ufYw#0|^Ih^J#?t09Srxd!xir=P zBbUDAZghX?bMTFq?1+X#*6o-jc%?|JPfqEqGU~$I;bLpeT$5dmf%C@D{I_z9`z28M zxW33G@h`pO?$2@)hl_uR!91+Uy#ul2@;h`n?#% zxSxA&2vj%VVI zRCap%VCw(sDt?RfT>UzJ!dQ&w`M1L|1548lY0)rxZ|yxs$@#Yv^-nb7L-f?fmnIv1 zXOaaM%<~6+_@#tIXje?{JuDk{(f+rv$scQN`SQS|kPIxrgX_>=7M%*5=) z$vjEN*juYbywaUiQ15@()o4vS8uxj?xmvk5#{$JKvPUcA1tcu#kX zLfu+Fqtv(D=O2MF2pzsQhihT}Z%4-$tHwZ9FP;#z!ds90gl5M4H)&E#p+I=w_v*8b zm2?MbdxmmN=--F7Kci+@oQYN53mwtgY~Ci+E&Tx)g^(xC5@b_!N3pxNrT`-a9F4V&)zWbq+*a;!5wns<@1aQ{5;R#Z8Oz47H}G+F-_>z_L6KO=+M zj6v4S|L|n4FQV$6zKzTc&(@U70Z>~im-r3P(_jI^88rTU1s{+cm)#xZQ|7RN=w zFU5L*XFux-8sO)#Q-?hCYXOH|;3Fn7#D432v{Va6wY~no-E5Pp7Za^;c3Lv{=53b$ zeqL7di~V5ucsb7YFsk1u>ArY(EC+|ofx*skye}hTS@(1e#oGO#8CJjL_J$uZixGIo z`RNm|cZeO$@5>TkO^RGv7=u>uKJ#iynkd)%m(%!ih;Z|MOCiBH>}(pa7xw`6XK}he z7DBl=vb3|{ot9`>5zR5T!%OC#HJ`zTa!TSIa9lo0yXMw&XtE<02Yin(k8BILfI41W zjI4O>ICS9m7M}MR&Akp)e2KIb6M$j=Ac#+fM@cLC740o9S}+k$tqlQwJBz7l_RaDp zPk7&!_F7piP3q(tLYt$R|Ta{h9V75|$ zUdw90Vw?Tq@C)LMYzk<@Zw@cVsoFDvJrOB6o-0VH_Lto0jIE!4Lr(PxPs7g2TBd!i zaleeelv~n7jH%x!KX1T|g621(ZK7Vw9jsw)?Um@rb-q~jC4MRY)BSmEylcYLOq4h| zIA|`XqTxqrQ`7jQT>cYY?pIjhzpn9Q?bqdy|8-lb_nFQQIpvRnFPPv+JR>K&NZEVh zV}a69HgPRnq|IrogVmAKXa8GtmHoiU(K2Eo{90DiDz=$J3#z)>hJVrg;e`3QboCZK zx-)veBk|H1zMsJZNb^rWhu^7pTl#E=*l?O_;H$R4PB-FKMa#-4ue7X`Pj@x)crj4^ zev-zVALbU(9?WS#CirVg)mfj8yU!0CUVxirctWNb!hN<@B$lDsI=8<%y+3ZA{_lYH zxn8|htX(l#P5G%{V9!Al%kG6kt__Z?SGUZ0k2W%z?=O}pxZ)P~D;m}Vy&NyMVXoWD zh)Uw5%l>jl`x!hbBHl#S1~>%x-hzZLiSU@Yp44g(2Nlpzi8;k-jhp(pNELIA=guz z8CK}Fo9p~n!0*nyi(J?SPd0_TEo@JUXa4OL5IIfD`Dzy#7IP6XCNtNc7AYy;us2K1 zsgoKga)DmRWIW=W#El55k3Rv+jB2)gMc13{PYv$;^nT_yPqHR!m%Z)%i?+{$G=k=y zb{lNJ=LzMv4Huz?B7ciMm!J7WRH5iC)n^62o$@iP6*jMo#J_(tpD z8$<5)m)}oFoAH{`lu!fuyT;Eh*5x+}3l|UvF9vCsPoCxd1gOo>eGXv32Z<57mt5Ak zTX)a#VrsRKwN4HIzx9L+h@n!f@*}z|7!$E_0J)MJAinVH+oY7W`}etMlO?}GyZs)l zVxJ5)8?6sz7!@+`+1Ze+-4n~VG00(f^AJ7+d5LQW2YSeEHJ&!ZE%*?yZ0$<;F99vHhZUSCzu=QBG zZEsLk97o)9JUP(THq68YkG<997sKsjHeP0y6}j}zRu*1C<28i=>f`k>nI>uhQ|!~; z>U;lB$PkkXwH>6<10J$3d%W-dO48p~)uX@WA(dpEZ0>XtE%n^(T+g?Ce5PF%k~#X7 zaLeC!O>6^K!ieH?@BN_GpP52%5MozA;3d6-kkXj>~-n4v<-c?Oq(8 z&fCw7Cjuis!SG;^A5V?ZHys{eTd80!{|^oi5ta7mq0xgsLDs;ww(&zkkGhoI`kJEa zpEu)~np2!IddyRS4#qnEW}$9Ogb%8wuQXqKo(cICZVth41B?#z!EZ!tC9;8GKmIY- zb|K?ga1q8W? z@xU(oV3m7<5K=s#TCvN_mv}w(udzcX)N=e?rAUP>w#T_pMrJQ~Ohz{ZRJZtNiDT>8 z8N9;3BRmB-c*pWM5jt~;>o2nGovOFJ(jdFjzUD}c#WO>bY3+#$?&o%thCaTr7q!UI ziCsEy337^q=H?MWA#*|uLD{n8gyPx8L=Ta46kh;WQ>MuRYTbp2EQIM$ig){gID*h2 zzZ&dzjxi0A227gL>Ry?@^7mZ;OI(!Ymn{hLg4`57ZYEihV3gveFac2@N*K+Wi5d)7 zvSBYCOo&-OpT@<}xccTFln-)bTrkZ{kW8MmfP9w^@YXtuP`R&ZHn2Nyi^PxsJ*&ajI61!R#L3atT zel)AayWxCY1K;SUZ}jS4A!lBVnlobbI|N+S(l5LK(yh^^%v8b#n*~QZJ{afjiCtGj zY7fK=J~mMlvYw$I-&|JUK49$be&E)F+=o<9~!Gbo*&u$?+#b|=tgvMmN(db z3oU_Hwd$-+Wc18DR&*vl5BzxWwfb-wuBYJiKp?&3XU|D&?hvIn=d?8L?f83Bh+^u!tv~|6;;7Siv*|lKkq3f0JP-~gM#=UWb(3ZO+dYhli zMbB{2zlm#JsC=~P{i!L*=>WYc$wkosrC3{-Yn=|K6mrpGV-~$(`>s5O%oKWmI*en7 z4V4P63o9BRgzA!w&es4d>QOI(O*d_PS<``7X~)^OQV{nK0AW-^|71^78<|_3%SPnq zW?r2m1@?>!;AYJWsIHXh+D)6SCu)V*R8OIFpa%YgGl?7S{4S0gF7_^t7cTlvK!ZFI zJS6gqHsbZ&wnJENnfYvo6oDvbzeuhqw|99SWK3? zy9?`9LR;X)B}vC1zLwYwvfaItCG+e0X24wi6FevRb>)+hCDHhaLugVjUxIR@NaWO| zWkY((WeunSgv#XPAcOOG31U>|t)17edu`lMKPbOgs)Fi@H_L5v1n?R@r8Ov9;L2B{ zYyo2yA!GcR>p&$)?T`vo_abxk?+BmQe`JwSDRQk}A6IZH=+cklve9I!dTwW@wRYGJY9J zI;aRW;LFF^xAmUW`Ob$NZ-asEMLH;s8M7(o)q3EAiALazEQSf3(I)oX!Dg)}eWWQi z)lN~t^#zQIaC@@V5NYb34v}=FJ&amk{3P4iw_acFy9TPww+nZ6KIPj< z!FikxEEKJoc7gTevm~C^{v_vA$a!0ejys|T+a#b;IV9A^>3<$|{w(g-b+C9DTOXh0 zoC)*k!}u{7@aDS7>Gx2<`Zt=;C0D%O;j@M;;Aml1l7}Q6g=9ntl(%DJ<~YFu*}@z;g$mvi{u=SHk9^QHAuh_jByrcvT!M^%;KI^h8M z5qY*Wrr&)#rJgQ-CuQgQoNS0E+#>baW*Kb2f;$+bL{3VX(>i+xQ9t2+V_O#fi}b6x z4$5YnR%p#U7uRK;DUk(Ok{z|x+V_W0<_6FJKxXsKCpuXkhe&o>Hap4g`+q>!mZuxG%hl+<2<)RROIz{o z#m6DeKf#GV>9sd_Azu@@U$`A!@g6f?JA2pyV*?B3H3!gU!>FF(AoZ^dbZo3hRq&VH zn|`W!`~}`DHLtzI0ppo8W%3y2POQBh^66{+nO>}bUCh8k52$ZJJ)~A18B=fLl%8o^ z=7oOPMfy;$OltF(c~Aseg@Yh$9arsA6b5V_3c7!JwG_^b(cKY+SghH@oZX?6u<4Y; zIro7n$fWqDA0gswU(!a%EuS#sHO$Vdqo@wJX>(p`?^sJH{27PK@?ns9?dV18 zN<(`dVpj6dOO=7KZSTwIeF>H&m)BNHUh^HB$@VA5r}&gsBzppB>ELJ3Pm9{7y;+kUclrj2pRE(aZ&*k@0>Bdim1l`n4tA6gJLp zR+i7*KmNLT*9(#~HOhMIx?|=q>hDxx@Q{&y+JC5C_ibl>z55mNQU6lMwSd;8$)Ybx zh6FE9eQX)Isn81ZTYrXvni=*6c>1CUdt6(sHd<4GD~OPCm&t=R{co)4hnJ&)_Nx@S zbFx=dcAEBGd))}Ei^V1KZd;>F@+aIGO~IVF7_X-jKX#sXM6u8amrOsC=v`u;s2z;z zg$BKFud;nDVbfBxo%`q0oC?@}6bsvY{EO4|EoBtq3{~J^vsm0*2t0J2f2^9}(1P1X zUkEfQge{qo5{vBnKrN>R-hp~Jj^z1^U+&79fsY`<`_m~7w&M`Dj8z*mcQGjrM~bhm zFY0{Di|ob9gFzEY{C!(?q#aLxG?i4ELM>NCn+H2V6%{Bhh|iQ z=E0v;#57*Gxev8^S=rY=^Q{VtAwzlc4Bv#h zEe}s*`MM5%?ak4_s|o@^&8$m_hVu=FS$1F7NnUr-E?$gHTsrkXzmrMSf!C8K0QlRS z0gW0Dqhj%@=k0Fw*qo^pP4>So=`zR%UBpx;;~B8GnOCVsHs8aiXSI8oSUrYa-K>On z&@S9MLNsaNEf(63$d7^BLB=*)@!~@6+-TTbn*#nUhN^`t{>Y%>$hWYd{_-Q(@}OQWdBiL`8HZqA zn5Hr2CTg0pv9cb@M~}rtB%QD4^~6~CY!!M5{oj?&-rUCwf*;g2ec4s;92${}l-tI( z7^s-fUp=4}cwm0Xb$Xi2g)WE4$Zoal-}l=`CcF0+5uWDAS7gfK%^4FJpfhROE;bSJ z-w)}@I=h@|-e=MpIcURomCOE=7k-AZ$`>ZpR^@Kgm)xwCfKJJ%o32CJ^mSY>3`GSWbA4MuY;Q@3$;*$5`MMjr zqn@SyXuII$5#=o@X%=f1mCem<RW3+LkKbAIn~ zt*8B%@xpVs*5ddsXEuD+=DiSig^Z+I1DZvc4dbQ_KianST(29SFnllc*ViBcfV+99 z*RMX;e)_m_Q%kGo^mw@@KYvwRLad3gmeaYWEekhmaWvKd+*h%a~hw~4SqCdtg)fjnW>7gJPI(KAb6%Z9<>QN za$fUFc~aM4w`SM8hU1mb!WhBC>TPY%eu0Y4&_0WkT1D>(15~4dtsivg>`2R|_IsQ? zEdvk&Y2zF{yt_Z2F28B%rciy>l(c>^r3($y+ksaE7KO>{*4;UhgJkY+LHN8Ayap+M ze)p8AoGxhGFuAs^sWg2;@ln~_(7{#+Sw>^^pXTtJaegAZ{-f+Hla_?qg%;d!jsyluKIod6V;FUh_0kEjehh_)PCZ{Y9T) z`5$gAXdvG!d!N0qLAlH6eYJ_e&TkkaZFfi8^?}1M-8;kVA)5zu0ktl`R(=vgpCa zDeeRlz5g!i#PjLCn0&AjMhBmjXHJvy@+~cLd7K-WEyT<&YuVa9 zmgsioa_uPDea@b}IXJG)XKMv#^IC-dfae_xlS0`!}#YPT(LmL zKDGD^7w5-tt!&M!Y+v6+lb6$47ZyM!BBTQ;8Mr{1=CX|9)@8mHA`R|0a zpZniGmd?D>l+;7P?K3!@Z03KW%~&5n-=2GEAdm^bhN^TWj7AOY(tB2LAkYR?0Ajxk!Z{MnXXk@ z8QVh&ItPHkP`J)VsBSV8LY@w36G8}_OnX>NZ|$`>5CQ`D*GA@lgx;i>vpk8ToLQ1y z4;Uo-0gY2gI(ieL`zXuI4Y<0*-mXoEN7K8$u`Sy+y7=Tzd ztK{4d?1!!8ZX8xcaLQjG?B-kC*8A^YH-#?|ueYCJ6)!k1jtu>=_dkNc_HvDXkfDVp zZN7`&`fT9HCfGzOH`{$$T<+_kmCkAxf_zjWF=iW6G|Z+ClgU?i;b}xM<=tb#oAc3f z;CfO1?SxO=j|Nc`YreCXprf1uTal;< zS<+L+CXYX*SuVX6zjYlMD)sFa-fE{fNY}~m`4p?N=EdPVjMgJgWd?-J3*10}f~)ey zvK(qifjEow%&(^|n~r>&fQ@)v6#S&g3gm2F9h90lqBfNvtK8&YC->ZD!u3w$z%XLgho?7R?jamcukbSt|tg-Cc z_S!(b>DrF9kv-Zhm^<0F{YJ z=E!18yl_aUV3s#9OsZ+B{&PU(=*ZQM?;kh&vVky3 z-m^Z`-@`gi_FWZYwtJFfr2=xk`}y6&P1*Mio(X)Q-9rhti7|1p-!9}j5nn!1kZ2O))KN3Ws5rI%Ogkd1@0s#A{7V+HqLNOT~)hSHSbI!m5{v{yFp4q zC_-Z!`@V#bVUUV!W8b&RGBdWZ41+QJj-IE__xHZK`one2yzg_Ldwsp`bLN_h01>*d zIk_1OZT=V&qvz~?_!`6r;}S-XGIgMC2u-R~fx4me5ez4{z6d*C<%=W)RoSlfkPd>) zX>88)1!^QMf9q`>f*#G^HDCJBwLYl(_28MIXZg&XuWL@*iV2QpLMzKYo@)aZ-K`-i=l+7H>Z_puj7i)Y&@N}x9n-_Xrf)0f> z_VH0dRC?t|3S_A<#r_cC=5-y-$2c^-H3>VQ9?a@xkUL)g737Up7R6&_W=_vE(s=F; zKtf?%X-+|pG+z)rQsK_qufRXC+tby8eic1E-fpE8&US99%gX}JZXWb?SQ@J7dT$fr z+RQ-zSw}IMkPj5rel1g3IcDxwunIAX{m%3_298e<>-fdkw7moJBu6l~pJdexIHWKZb+2aUD{yfdUdTHGu z#qjY_Vy-R7in8#f{GjtT0?3z*7RJIoKXPBJEN(Ntx|A{MOfPsvDvwSWrtFA-nOAQ` zzr_427vvUK%;M)o)>s^2kCo6Wfau402|N27ezX!xAwHClFx{S+oE?cN!FQ4RUv7_u zIM?jAb0s?DKcvgL(mtth6B&E$gI58%X>-qm)w+F7a=iCw=4e|$nAMslLz_FHX_j2m z?BDu0BC7oQ;FCAD?-C0#UMw9e3pSUNmFDuu`CdUUDib5Wqw&Wz+s5?Ke@by6-B`Mp z?qKznwEtpQ#?hD~bZKQPB?HdU;d#~9-Fmn|!B54dgcuRxxuOO_oY$-{@^xd(a9&=v z3$LbE(9)KdTJNE0zqhRBEmdz;G7;n{9-|Hj%A8HWgt$lOo=VJik;JYEPhZi*>~&9N zXZRnArw8uX>-1iEBzXBh56*MNy83R<%k0X(A_boVYZ$u`Fk#bM)+ouwKZz9 z{I`$nkeA&NJl(d@5=!qc;OlW2i*B0h4LVRRoB3=GWsiHjqc*d zo99>!Dz?oBGt;R^!Va5-t@V{9|H@`<-5woQYn7QLRBAzVdDi`h8wV~SnX+_)3U?px zPqGTzls>*Bw{7oXSB*1io3RGKJDDsLoGhBIYgcR{6;9=LWcU7C~z(zZ%D z!(Rir>5vbvKban~W|H2p9(AL@A;M>EWG6|enUv&ibENo1VVu-6HoLUFPj}uprHFRI zl8uKuu~^{HsYJXj1iCRFJ`1cw?RNF((YFH3;fw6$mIuX`G8KTb;15PT4UCHwk1}aF zu{n%0rk5GzDMI0cl?fQ=TB|_H2j1aKk^jVKvD4PpU0$i?7zAl$<|2$*upxT2j!jqvp ztz9aq6EHhF6a3-2&a^GRw?hQ;hZH&EV(~hO(X|Q|Yn4-%rMEUQGeXGMYPSc&zw7mq z;n~ZINBpdrN9bAdmUp;*iZ{oNf<=%|zAAkJ&8FpO#Xmt-EW^+pc=FH_k;T9JUi`?@ z^Bx8fXu{JgUtxi&#B819SO$9PuZa`lqf&Tzx{^b?7oAwV?7lsdjtaSLrU(q*t6B|x zkea>h$KtqFf!eN#4r^zBG8>^16H%*BHK9__@(*yPF_AeTR%e#`I1%nt{V=vc7 zR3?949Cb&gE|X5Usr-8m5BI7ZoizXjl4pap%2vxztPuk)cX)KcI%nEC)4v0Ei$2@i z=+ma!?+Mi0I)3Xm5fdeJg3PDWCwsHUVon{Hn|S+;S9PCH?|YJSx}58%ZHWi-aJrNa zk5Pa1TPT9L#xCV^ueWhMrLB#J7}OLKV`9DkE7iifN#f;_zJr6$O#PGf8auVeUfVNL z9iWjiIPK7`hg!cr%a44ccDw%QH(Ln)n$cA}Wg=Z4Y?1*ugKnW}&6X?(#QI(Ad28kTnI~3>PWf1A zhA2t*<%vWsN)8Fpy27t&dNG-QGl3!;4hMbDkZ5mn{zhbx90I>sL)`AC!G9DA2-iWQ zk1c3sXJmgBX!aepyIsCPkdMXs$JY-l!bfdp%@a3~46+v6C!p1F=fDf4?nwCwh-Hjz zmn09ndoV(^tEI}%7GzvBQ2lp_kWg}_)SWCZR-1lM_7j83Nm_N#z4W>vclw=R@tuf{ zBKStO%MTZ~Qup)LD)75C6D1LP&Fe?!t=qqjZwz9-A_S4AWi1v?KzRaD*h?aFa|wBu z!j0`+T)L1Uz8^Qh{RHXK#4szCm_q*l-q;fS&_Ozg@E$F{6`ySZ)5A>Mw;j%_YcA`F z8Rj&Js45(0%d0nyL;}hTkKQ^po+YDn@Uxp+jpQ>@F;mdJPGMbTzt!~aSCp+G@}=2@Rqg>lH5+ESZR@W(Yvi2 zl|C+(b?#Odu^&L-nJdr~|9X7u{qd9exLb-{#@_~bzpz)J`DroiQlhW-a$AH-3H|q! z6e;5r@Ak>b$>`G-!pPXo%6%Mb@VsuniR^paf<*J-0)h|u&+!Wb8tzCLfXuYKT#|*o zRJ_(!!#HoJ(07|hSFVKjk<+PvUj}KJ>p=@*;TRhOJ68{KU|qRw|F8g_pDOzW+1>R~ zmGNMH#7`~Jydd~c>RANbTy{eS)XKNs)i)bL>Bp?|P7q8BSM6!X`pPPV^nmjvy1ADw z9S)Q|kA=f6`#?Yc`hRX`Y~bap+-v2hBkC0$DBX){kl6mUz`_6W%cZaSLN$fK<=9J` z6RWGonY;vq7I~uy56Nl{P=kdmc&R2or!nDIG;1^|=Hq`fTYmhe>Ce(*XRZrHL05o* zP(m`aX_e$-fj5*)&m<8S4p3}=R`}*s^atLa|J@4!%$8)eFTa&g@e^4UWCq+GwkLVT z=9wR|)N0QH?0*h0&dzM?o=QOm$?SNk4*Lt)E-f$k#pAqTqRuW=SbpTvwu941OJT|} zZfc1FI#r8JHz-4YpoS=hDAP{dZ?32z`PS4|W}CVg1w42qZd5j-kLourlLyVbEK0sS zAcwQskSuuekASa!_WiQEl$tgaksMO!<3fr=SJryk;%)cK(Xv}-v|`uPl%S?7*VXiz zpSt6g8Z0?qI`r49%!iRz>JIypdttxh$OAw^C9@ivM4r?w)#SIBY>N`G<4bMBM4E}_ z{>!5Wt^Ld_dcca$t7zn&Zi~JKfWQAEbFs*3`am94=Qfl$lvbXs=$H# zG&0fopvMLtvu$D>j1f$SE!v5NtV-k?>Toa(FF~KlM%5dsp_?~**pi#bz{kh=K4b?> zABN@H@*~ef!S4EshZJg84~#Cy`1Fe#_iv(PCZ_JQVL#;Xpt+ud;0^oiy^4}=-D;1X z1ArNK(dFtV@OrUEy|4q`;*No<3a1D;?jI4y2#qq~PA{Jt zS{V33gHxnV{>StO;}dmiG6?VGYoBg*}XUWR_iLx!O0nRf= zjk%z*KYeC+|5a2FuL(^+j(HiTj>AcRHm0Tjat zh-SHzeBNMhQ$CZjULAg@J1pPfJeS6^hPWMzjDqfln0 zBMFFa@9AcyW7knTEzl#zm+R;bE6iJH?vy__= zi2uOWIaUWd6>diOl81M4@q+!Fvz)XHI2!Qvj>S!N^>m7dH+Z#uItfdWf)b2IU1A!Z z1vWrkj_x@eRnqopWm!-JbVy>(gGNNtefEOu>J}gZaJT`~Aq9lLvwP@5s=l48@?bq_ za@Ebv!@aNuRlZuLQ&T%K?Ci$pj?W6bz{`xc>u3*LejUQAMd_Php8ME*kC%Sbx~i@5 zeYxmx%n;$1f+VJ$r5;z$8|0Ah@6qf&7rseB=j^@$9 zhv*Tmp7YjfCa!MfE^gb0itWHU-$~72sUR#RrY?ndhWpUAbd7Pt?rudjs6-q0;^_(F zhGD}7lpsf4G~Wf@#JALhc;i?2$RKrmyjJxZIX*txRUsj4;A1n}3J+=9=EkVCkLrk= zxinKINpiftn&N~8u_-UPd~h2kx+xEY;{L;b1tLsk$#B) zs56^UHAO^Wm>EX6@g}PYe`gU@b$pqVLo9bV%`GqN7*ECM5^>I_#7ZgyUNSl*tiInH zEwqqXGE`D7+5;-id;^b}crnnenmi-!Y(L+T5bY7Xe9=H00$BkU`d#WdC7yD&!JRlG z;O^mlV*7JVnWQ_PdqLf#8{jM&g;fe^FS96dQt_#0SygY-mrlMzyu?k%9*DX2TI02Q zX6vW?wS)PCTaSOX=jvSAAkM3I`76j1o#X}}IY5;dXG1ItdYgaX$L-H5*PkF{p4#9R zc@59O*zPS3*EMg4XVZ;$qy-p{AOzWEqQ8i&d2iERD9fIRQ20w$5FfQ z8?|AxvsoOWzi2smzpcLO_IbyMX>gfwd>Eu7G{M}h_AX5dUcy}gOJ99wb(a^oM<}@` zZ4fl+%S$wP>>+9rECK1MCsA%Q0vcB}efA7vTJBRhx$`}ogZKOGS0t*V3v5t3YiurG zNb%xdCmzQ19%*PCsr4uRS;0c**-SM9ST#u0k8nFW;eAJ`WCP>D-~9>KOKBmYo433= z#5QW~*^(lDdReas)>uwXf0T3Qi=EtjcBUMAdT@_MQj;TL0;ETQptL3+$2LY_sV4hOdY1=IW`wzU)I%x*e-ay3V%bAVURk@}->H-(Y=6-F4PKs8I6%AZWY$f7cWb$wum{Hw+8_l~^kEtjb; z9D&C+O)?{VIu)3Pd@GJyhqy-$$H3A7snRqVPakvuN?m7HSLL4DNl2maGvwQAR-d>} z5O_oacUS1lW=XnT%7v`fT8z~S>t&z}t=9|M5N-t2B*-j=_l*2U6oGr)RF|f5Dd}>q zsokGxHg$Qj*4NK$N(E{8^3b7*_f$;oq4bo&8?L8u3onx6COcXpn7Z1Zxij6xdviEG zgo#LA%WV(9Z~uIKBJ+{*TShl}FO%rpWjXq3jsR3`j;K8S&%kmX&f~yV%mYW0Pr}w` zhyXi~?W_FKzK`vkls;M!5NUs-sY)mR-eE#sR80kQR>ZNL5#hHZ;SoYW1FF=%AY~Ad zNC2SbTxRi@?ZN`QbvkX%x}Ed0ukXjTt?=tS^ScWmxLm%4mg- z8t0>@yu;rB8%q67x%(y1`NQ$ATWXKs51*kO?;8b_#S1$`R+2}mrNb`qnbfIU)^_B@W> zl?B+$6YSKB?+Lve_2hmT)#MEb>q>9Xs*3_~w26>sE7&_aL19<~nSMM7V6@0mUrz^~nA>w2$Mz?ltvh5pWq>?P+CN{(`|h78%jzv4B|W~NqB&)7`cBGWC6wl@GO z+Xn+M+{a!nmrk|#Yk7i%lV*gcUuZh2AT~H}?=TGVmp9xtIb9TAy0DH6QaSEik@AA8oZD)9K53LI^k38 z&WrctgbBUXJF#ow-m@3vhhSXZ3k0#wSPj+Rhuacf+HCOP`)8LlR>L?u3=lZ`zDLg+ ziFv2`dQ{7@UB>XS=^?5DzUAkv+bGkfdbO@83M+z^@M_Qdh4%0{n$ZlfCaIR0{Jn6y z>m|qS&Mn7y?SoQ|Su*E|%Je6K3|#7@U`F*^AD{4DmX*LmgQ z%G;3vDWPT$(}G@VzQ^A9JL=bD9PjXQDtuI89M6z9TVlU#pvvhNKIT#=N4TL{UOukU zE>`FF=z}Bpy*S=)yWetk)9W(@l0$CwJp;rlG7yt;emA}F7U%B3%aI%HEVF^eC2_DS zDJhtfi`xP`+oglfK>y*^Y*6G&xXDT%xz+8A|&beEY z)T_NBOiB`c&sXr%J@Y?7;4MzfPl9#FX22FYX=cfzc_1GatM%+7;t8M;lzIZnm((J$ z=-~SU8DTuoqnWbjJC3V=AUBdp)qABiy&v(h?Yd#RLA0}M-vT)V{Dcv1;FLImcv{|6 zopNtpM3)#nxY{9gg>?jwIt$lkc!4^HpUv-HJf>H`Gz8wR(PJ5)`O?9~#{RRQ&y;ZMlL}YU~!fBmX@BG%uNk-P#3c`2ydN_59zTkF0!fYxIJb zrLykXxxO5JC?W5jd_yr=^aSD82W#2AgXTu>1yV>RRyp8<{NAeV(WX|#Awd{c0sJgp zGrUoWdr2{F*X2;-coBhtC3vzUhGA>*4-R7d5)Ot&0F$&7a~o7Vm)H;^yYr=OJPwad zi|US{XfBPK02LneKVv#qawjF^FY74z_7OJ|g1= zD|04ev=s4xF!c@)PIDCb3fz&p0|kYKoE3?Ml-3U1)-~k^pzYe9sT;p+=H(jn5;Oz< zKI_oSGXACp#`q%$vM-uBsQ(=FF0)G}ilOjLqJ?* z)ffQ~{Xgtjz5E(fURlp}6A_UiBi8Et_dERpvJ1;|czPM2|5#)7tUvpbM&1Ej^h0!K z!s0RLyeYcfHWrh;JjVCv60x9IgcBdRSfC{eYvAfAHHDrc^)Gdzp6?*w+=_pP+l<>+ zrm|D)DDPfTLV9g2VNWYpFj*|K32+D?-@NfEm)+_x3maxckjIEo<-e77yqdRsj}9P% zMh}F6%)P}Lp*9qN{UOcNfkf*X7bRrJgISpcoBtx)cy>N;K*%iA zJr)AfPfcBpnk)kXs;m|1J4~Q_)ASbweV_nOfwMgkB&?Rv zmz7PiJydB_Z+@viC1)I($d8F0*jtD5|ogODk$_hgLwDc40|T0{AO4 zT)_v>V&W_FxeEI+&Aye!@F(X?ZYcULcI|vu4wVo6%c%CgfwZ(HV<@{^cRuTR$B-(lNO3ukPeQ;v^h%1V z*++z{dl~(wqut%1*ZhA)%#>X`zt7mmjRSxsv&jjK)7+Mn)7h_8`_!;M;K}m5$XDrU z;F=@=Mp@gRfNo_yra%G*ec**Uf=s6w+5P|Sr_a!{`1!_-eMF)+Aof7(&uj|)m{>+R zEoCN*e8r!dBDblGlgBC99<+UrCReP6J~!b}6gHpp z<vn01)8PpxBRxBFK@vnBMRze9=wp=eLxKIq;|;gD%df9byK z^@prmueh87y>jp{KwjPZKVx1H5p5_`+TXcP1A{8_j5d|0MeP^R=_MPEYp^>S(d;(%|Q~*F^4R#bf~; zc~g^~NZe?5=dkQ@Sg>jLD>;$jQ+--u;SGEfLdaL--06uV;%XDoBQ|l-=}o1X02S zN>Az-F+Ccr(=xPs!vOtHyp}H_a-tPVmvqgN@Ui6|C`(=0u_DYVvL_>A6^yF%8d>~F zfDR}u?xezsBs#>k?4hx>yT3VZ4CMu8w z_UBZrpr>TU9`~QSOx3ed6xTHs(C@Z<9(cI=A_xs)g=)0D{L z->m)f_!WbUPXE!jZ%JhEGovLOAZ^uxd_y3>hki(t30RB)F;#TDedb_W7)(#Fn;2(7 zMy(eYQ@v3MTn21$+w)R`6t(xX74bV=qUYK50?>AP62XN&T)su!7NPr1?A&-FM#vM zcUhFl>}JMcK%4gGxfQTQr$%Dv%ggNP5!ccFsJ(gX{jHFnJ){EH!?E!lAP%eby$Cov zY;M{1@Ee$L*8w0)!@_wD9GfA6iy%%3XKH+hpZiPaMCpgW_| z?1$*#fv(a?1>Bkh>q5CBQBA}VN2@kz4^b34_**8(4t$$0?JmXJ>qv~4(e_2;LR~Vo z>{MBw_Px>RMinvz6)aa$rH$)pUIVok@Mqu#a>W4C6L2STWG2rK20oB0Lm#^4Ki8#! z1rNMK$CT#CFK08R3k7<;OH)n1ssKkTG^`CQPZyCBGMgvAdpOm>HibJ+9*`_)Irr?P zsltB_PCoO*sRT?4{1EtNqf}20szoFd_ehP(>zne^qdaxoc?cE0bOuiIs;ky_vPg}N zT{rL6KfgHL#amqP;*RE)4DG+#)IU8=O6DZg9c;Hvqk;n>v&UegF|VRt?qr-_n66|w*E~aK*yb9U z1c&E|UKwH;c80U*wkW=-M&&9{b=|doac&#BOKMc3*%PU7mMZ^Q<)9Kb)*)s6~j+NCW$uh%Sf`t5_nB%8&Dke&#(LjE!z)K^D?Ra z1C{v0hy69iO7`(KqR~<1oOT+4{QG^eG^hFo&s#zK-u$$yftC6+^nR0TAK+U|_mWHQ zc)ukiu@Iz#wvz5ScwyAXW4)EP*Z*&s9vTIQ%jD+CjFM(TV6boqEUt41CZqwXT^MsF zYwOK`d?|Tve;2!LtNxnD-BWsz5ZG}!NfTap(auAGyQXkr}}jGby5+LQlTXAK9)7vk~qg3j^+`r zBezq7T%et4+3A!IMnybI??Sku`&|O3%f}E$Y)?jjOIy13*~&x9rQSu znDzfPr?ABuq7M}$fhvi>R4N9WMXTOL!PHwP4!@2YVQfvxOcUbl_Lz8*rzSVXSx;s|69^Y}SA{dImxsR%r;|IdWUr1MTKx-p%?c}F>2gvbm z@$cQ~aCfwXU*uH}6*zucJM5TiAjo$Or%n0bJ`H|Nl5Mt`;o*F+W7WR85@0EhcGE+6 z;3uQzYQu;s6{jR=tMKAAbu^tbJyyPML<=2sJyd#cEd?(WHGeZcdVoS=+&fx&aLCd; zxDZf{-~j}h-C5^~nUJS1#wmLYR{ho&82Y;c@!W|wD4n&t*QtY^J8!oM2o($OeHOO` zLytekIg;*%HmQMq=^A=2WR|f#)^+pB1JGX-OSG}5zBA@9P#Q~=D)=F#s<-ROtgKIK zW2nEbq@-aMsD9*)Co%#ki(zl2Y4-~$XzF5G|DcZE+h#|!YWg^RJkuR^XnYyPT3WaL zbGJ>A3(D$_vVhSfrK4mhmDOnDxk-n9@Pv@e4V{Jo|(O-uzc~8-T982)57d5k8v%TYd<+g*~M~Q-xzEXRej&S-FEMd z#a(>-p5CaF`f~l$;do2l!QA`~-4cVLVN?Erzm>&^5M|!Kj;iVE8f56wa1z@fR?+{w z$@fb;z#~%Uj1oKcc8Z?t{J`M_ts4mS*>oKraP8b=J=M|5S(8P!5@VOlRDqsoM>u`0 z>1*y^QakB4pClOXR-D_rC6`)sb@`*-2x<*&_;z*l>=ed>G*h&uBHi`nYBm2q*1Nivz(za&fqnV83qZU&rVTpu$zWFizdgl^ld1zoiHQaZYyL#`& z)AOo3@@vqXfv)w!I8wTL&&R{!795#z=-~JujvJympLyf?9%%;u(Z{-aPvu4v(X9@r zI4gjkyU*PTZZ>T*?iard-HOm_*BTW%XMHbuoV97E1`+)S*BlL?BxyS}br3r>44eW^ z_3&>s#tvLvMvOYk=8egS7VvsrPp`-x+*@m4UuT5QI!+J9b$my%Bh8atJse%nwAiP& zK)dB5(OyVKvzc{y^UiDYNuSo!zi{9N!1;vs)yE&zf~BHAr%y@<`TSHXvKPI~V*UaU zuhrUWcx@&F=@#zJ9xCRA{H2PLnJ1eQe^#LwKI|ORM2wkSWj6J^_3ec>b!?hf&G+Nk z$&|B$tWo6;BgR?Vf{z??ZOLVTr0L~P&FFY3HEvjC zed$WlHBiioCTqSL4+Son{#dc zf~}*pAW%nydh+WZ4!KzESp-|qTL$eP!mPJXPo}y|OjwNWe(P38AM>gZNR;?krhnK7 zDvIXRoqIPgu{8^YC#a56I2~f^Q%yamf7vaO{blWDcU})x>;C>)P45hyuHh z5R`~*F(i~(b3`B+xjdkC-Ma3fIiT9(x20ICQ-fjL;cJ=*-Tp>CPcii*4iE zcrapj(1!Q_yxe#=^Tj5L=oyO>MciM{!zps4eyHb;grKNEFi#!%6U?uxBgkg9q{NM0 z7%mxLPxj5l+Wb!3OZ#_jhX*Q9pYFTf#sxTtl7<77+$Xei>s7J-hgbh}IGGb5n`7!7 zgv|Nlws{a^Ba3aIV}9Ir1N`J#IYp!eY9k8n_L8YBx?DBByY#mB!)Cn!1p#Cd8T@8I zJm>pD)Elq|zbDCYZ=$m|g90cZyfR+*{Qe}O778ZiDR8jd0@lJeTWRDH=mo$vk)Dq6 z0c{>e7hU1BT`>1FuNrlj4uF$h{w;Jd-}@U6YhcY`D}&6WL)%IA|MjjAxz?*)Daj7( zQ{)o%I<2#&Vr@JZ=?$)Vsi8|j&%^M?EI`}k^xSAf5#M#y=(CJjhMw>r{el1NAH4jn zXEG(EH|Se7!rKGge0w7wb3E^4^Kl(s*W~l87%RO~0xHq+yP#4X;YEg#TNu}0ymET- zw{gSTj~oSJ9%lM@uUzw+J$k<%FuQ0o}eAK&8I6^2~zsrC=sXWG5#c zR;>U}Y>OPoEzunbvD~IOA7-{rX8iU{T>5|AEB3bj4c!@}no#ku$9e0!42Zt?+g=6B zc4s+2+1vJ5yhlRb5-7od`vgIy|FP2v=y5B-TsKL%%5ghf=I>_65D=L(zenU;V)d*5 zB5+wghg+<{ZwUp8L9YQk_zSu43>fV%74B(&7)7o1im_1g$}PpX|8F^&EZx*kl!V96 z%#iwb$G$oDi)T(boYzZoE~E0g7kWsg&K=RCd_)(>@!$oh)vfN*{DnXu{&|{9459I5 z(l+JJS2di)c)+0Kt1C(fGJthnx>ACEL_}1LCV&IL)z7GFq-RI}3N8Bp+%2;LuipH$ z5r~f#qG-6~*bcH}ax~ce{74l9oMhbZy&?gC#l>#0=$~W=ML^l@R?WYkA45>5w5A7d z%T=E_iM{D;Ya<$=cRYCLUz6Dj28x4KLggPXzTul9-TH9}3q0okn*EQq%uxy^3js)t zJ}u{f!}}firVi``C4daD8GR<&zhxl2hOqzlnoyd5hC+40iOz5lZfuZpSMlvT-c8s` z0pl2x+Fu;pYTzZh05*}|RT@#``5&tLlj4rzjq^V&iQR9?J!CVaWM-b|S^?CCVX)Qm zXtzWd&_lrh)_c4-A6@=X;Ypn(46g<5iTL+v5u$cc;xNBRqvoID_X4wJ?l4H#u2sW; zT*`2oqEQ4NbAVH&2=5^A+9)OiGWiqBp z*?io;rB4%Z_y0a%^A>?mhbJzYKUTb3FV5p|Jj-RQ>c?TR$8L~o+7rew4G*V-G|;(1r+HSDA+>pNC$1VD_BKfLSrCE(4-j_E8Z1@8R+ zxyo1vH3KyA)=sM?i$x%{%KMp>cL{8OZ*a`-JrA~93FzhghgR}4i?W_3VwptB_0s<_ z46rv0go098cI>q{epDrH52WoMbYFr?v6ptDE&5Ly>qg$=NF3fVJz~dt=X?AYCe|-# z@LphPG}C{ptgn8Q7sy+GDIo4td}&~i=M#02D#92Om%WrpZ$tB*mpQ&INZlz(K6veN z(#W9yn*+O78C%;!N$ET<=aEEQJ9~h_8Xek>I4rRzXglM}r2By>&H#onGtEzx>DoAq%&Qd!mjDj2!G z?-8_J(xb2$-8>ee@2hBXO|hcvP3mHF`L&0Oe%}M$td4=^5c`KB7hvl0C{sT6*so4FntF zt@Knz9dy`Ykasq}skU=KPZ|C5L zZ|k$4Ep$rq-{RxWm55Jyr7pBWlYN>o$~)+7u^=-a#5VPYPzXcvWP3pG!Zr9!R&26B z3&&^5^u8MD53wP(AIxPdKlvOv^xH%4dMeyFL1_OI9c?PFMDR`hNsCz9bq#e4Oonx2 zK}K{CBDUNebQQajzE(#xbRy=5JZLU0sg^nEIko_sn4YEXkhb0$q;#AvNndt)?d(~9 zi)-~sPgt}V;Ria=RqI8}K`ol)YyIjtxLe5D*Wyv~$?|$H{xUwnr^f8D(-@J_XOnw8 z8cl=#X+gmaBp=GDm4KZZ=7KEWGf^b5n~b+ z?u&Ya(`e^~v(zKA1FUN-tPRS*p*;AEJ6Bd!v(F7FfI}I?6M}1`VQ_+(#@Hj_@|peBIPWHt4A3aD+hLpBj90V zGu@`c@3x19Sc}d#V8ticv2mYJ!y&|au3G(p_dT+G;;0U|G{hfX(7<(1d2z6-b1M*+4I1zwSVm z5fUGo{#$;}1~?6lcCuTYIm?d!1KCD{NoF`WCu+4;t91m=BdX%aNo#lj-`b}?NpjU1 z-K!`?ttfxkFl*DzSj zqXr#i)k}(@J1w7{d57xc9znK#m6I#(7l&t%#p5bDIUA)fq^UjME6FmmLL@K?af$Nq z&BHU(a{Rqpm_72N*$apic`#M)-zJTXGXap&e$$o(FEZ*S->sl!W@?;bg+$w5KIglX z&%V@jbD(uem+!ft(v6OBw6?2;qK#G<9=%#vT}E)NTb`C#g*1B&&=12Te)hKRzkRhe z-V%y#G7MH!a^#>x)v1W6XZb$;vbOS^f?=SXJ#wV%`fguYKPiI*=D2Y7v>gg~yOSLA zFq!c+xIYEt-dC~vg@K_VOq3^Yn}wi{S$=RbJemtmD4N}C2x&UR+3q4NRYwg?6KVTK z+pd9=Ud$J%4`dBpLLsRB-2Y5b$3fSNjz_HSX*Skyoy8k@z=$o5nrYvxG^2If8|#X= z|D}EN*-bpE(W5JH7A5?c1a4^9d}b;Ct&xTX0;iDa1UAj9T&RP-a)@3Uh#8G8=Mul; zb6{7Y1y0V;@s)tsY3b6Xln@ambp5*rK5oF-V;kl1;y;oov=fWY)}P&~ZzOI$OMA6p z{&|LeI)PzV^3=j$sQgPw)NH|X*qIUEywWlRx746!MhmA0)N(#WowNq>b-qQ_`$?O|a+Uz59;ZvzK{~mo3pO5Hc^SYW8mZ z%hvBbCcx7GDx}Cjc-ZAXKAZnX_v7;>J`Utkl04l|0y=Ou{n~5+`+5-@y>(z30AEw;9QNLBWPTEkMxf)7w>qB6#wynU{0r_omXYm>iSK3)D zn@%QEeJR%(=@1>ZHksb*Iy(9!m&oLOO|dy>uj&Y;KzcMe_~U}y6bDxs2)+AS*+KFD z(N|yeO(L`JXFrjTNUZMkQ#g(7@?ISb>LE3rk#DXj{Lq^etKH@7pJRB1M}2xw_dTuM zy)^6#Tv&bN?^2OhJ0WL<78P=z4o>qvJ8hA{1lMO9(1z06zKzgONh(98bJ zgZ}P+b*AgYhGZu``g^_8TnfslcUY8%0exiL81*Rw zneWuvI?br>LVsQU+kf5jrw1dDnLvbD9nbH<&IQdMHm1!a=aY@Xmc!R?7VBEsoXQ}( z&QtiYEIjnHI@MaO`OG_7s?E9~T&8`-@oe8D}J>y9uS`)_; z(AyiFjnDR=>i7+sLNE=oIrFz$_m;$bt8Y@DLM&~Vp9~t&l&2fp%0%r7H@gp$Hfw(M z1m4#A9w@+}ry8Vdk`~?BxxPYTNp|axuEi~EcaFY|GfS=Tnvx4;TKG&?cp}|-cTRmY zc|^Cls@k7OcI)NJVQnTA91(DF{a;7d{GKyG4(SGn|Qwy1e(Gvmy}me@BA(3 zZ{9bhm^~YraL(ikg8cA9kytWx#i(yVdQ(+x`tN7uG z^489Q3}1@-1D+VHy8UODnO(+UGWnY-J@+PU)ZQgNXIjqA+n5*5zhmc~tgc-5A$NAU z>E+C8%X43|bq>6eg+ue1SvWpl-Mft_{UjHmKfF)9q4dA*Fl&kHx^boi=WE{6?PCw@ z$&V(zKCI(vd6=?+5Ecb`9hdW*G(!)sdXFe#xP<;TZVdL`(#>Zwd%GJMdCYPW@Rhkj z0f^!?;80;jLBF+Z_vI|!Ytv%Ft_hvwq`kPuwvb>1`g^xp|r&x&J(|H{|20KiD{Y(s}ihNO0|>Ypq-a6Z8K#?7lQ< z`tONR3-FUB&&yfpIm}8h;7Z0o1{2-)ch=6f`e*g3bEiS9RqG})RNguZwuv-5{guA& zq_@Rq8U8*;HJ|6yr5R03L*tCPt440UoMP+&b)^YtbaLb>P!*GTjMuOG|7KS3+0d{3 zt+2{&%UgQcIXNwr;`c2AKdnl=xy|3l^W9A^lP`big@4JdW|ieP#~-Alj}IJCJ-m^Ys3A!q&2#s%?b1~BB~_xJ&geu2 zxcaR~_Glp_*dJGS_{IM8ORw}(eI_^Q^L+0uxd|`AT$(Ker@rpmfLn$>p5yescpsDH zv*QvW?6Eb2`BGP5rT6^+TcwBcLzoKj*h{X#__s}y=n|uV84EN?KU=zMErwj%TweO7 zS}DmI868Ect{9&DqtVr(!B%VbFW*bM!7qM2E3Hqg*;1ID`n=O$3obFvzJ~I`^pcBT z2j#5Rzs#1QKt|RnikO{M09(bGeGEE9J39D7(!#&Y6xhGEqVBN!Rb~IBN+U0R!Vxj2 zdeUd1>chghp*>8Hxk0*_S#mSQeSeX3ogl$0_vP=|*bZXkO`$06sDQoE&ILc{c+b3sQ_ z2Wpsi7Ze8wU@0K_V3B|?KY}RI{`{n@{ z@ceAfMJRnpv}~ z@;?GMw-hlB7#^#sB{CuXeTbNGW-nU1Rin&lA+VG_Y4nN*$SXs%eFD;8SVHj}Hfh9s zg*0EdrKF2thDb_v@~_CgIbURIHHobv(%6<;5oh9Pre>n`1`SA?vSKuSf`Kxro|v{t z&$V~NTDfz_R&>8mx_ufqB`$N8qZ>XMdwIdn2-c~Jnv`eHa0}$GXN2t`Y;E?-LZ12; ztVX`fJdWp=QF8rhB^;!`VFvUZ;w{N6AR+;qN=mU4uoJR_pTr2;oj z@$(;xmc~01Ys0J9g&&89S5qT-G^KV%&{n&9)2aBNs#X8juM3|X{0KMVV1DOOE0@d! z1yf$tV((wrJH;@TCghsZ5fz(~AxJ)#+12lx-hu6w&oJlug0uJiODF1)(~mQ)>MLAv z>29L6=NdWWS0frX(;T>!URz+Wc?M>6T-~TpAknp9k8=JWQ&%1iW%vHkA}I<{)>4*a&AwBX ztds1!vhQ1n!6+$9NRoYt>@?YTvS;6kVJ5pUGg-$N%kSv@df(r3b@`*~n&&y^KKHqo z&;7a2S@pL_y|W|pV_EDfQKu%YSg!9q%tl3F8KVA0`nxHwWV(As-gIk*x%n^DI$LOo zzHfXkD6RK1(i`vp(LHrTCH8au;eK>CN+4cuoDFl?D2?qz8r*uRZ>m4j++uc}J-af; zh#ItXSsbldtXzJaT~HL9wx%BBlG$AJ5)+Wx-st}Aabq%3(&Mwg>_41C*-Ox*-@(_8 z8VbMghTb=V*Iww^vS1`~8_whAfp-tD-ZeB6XA553DcRYdL&`D3mV76X)9*Q>ti28y zNrO+mogxO@kp8$_dLrb^#X-rB8>u=C&6}~#1D{nDWrlVc9}FeZ#TT3_n?9qK!BS*) z&hI)3+!UYa3#Rf#-n&~=LTL?z5GLS>t&p`Rdv<9Rh<;2OkS#G6Ym+tq7gw3 z!@-95w{xvhHwPa45t@t@(ztU26IVP!Oq2j9aoH2*ACO=iYWEB;AkAs%yp|x;ClWBY zesO}fCz*07THovI#4aO$-Pj17IjTC4EtJSqm(bc=v#hXC=RA<@++06sn{8vyNp5TG z@KpVdkT5-h`a_yJL)F*rJ|A<~iubAsZB9hEMEv1gE*BRslwokaa*pnSE=MLS*Q7UV zR?noazAxbiOD-!HeqKkR=%?8|go<~r3O>Qfs#vJ)2aBc1l+U8f-45P2_hX#oy37S9 z$ve55KJSH8mlhj(*Ch@ZXA{=FT^DzpV&`_98vbOylG509ILy2ZdUtd(IX`hmv4uma z6a&Jb;9u~jBV6_u4)lHy5!pQky=Hi*llN@7n@|4^BJGS#mG|yYapao*RGQLV?_IK6 za##>Svw}U4OWUjS>Ve$bx0A?v=ofS^RK<{*fhZ`^iX&P4s@GhKs`qgGJ&2|!a9fI^ z37NOmcgJcBQX=kz6R6r_6x<;xYrW~TCm(fl8ZD6XQJ^a;9etI*uNQgVd4Rag*ig1^ z3Rqj6#S?3L)>NYVntGBAa_jDMqAjqpv;ESWukW;)-k|VlyYM6W7L)E#;U^{%1*^H; z%+jX3l>wt|x&~sUxP!4ZJmJBH$P=0IQs>PNhwGI?=rJ5sp$;}a?jY;QvDVIU8+sls zCAgxB%lUXrt0}}&Ry>}=VSk!tj_r8jkrT1F{BXXm(;x4?!`wb z+FFsDQTKS8Qe5GNp~aR@ee@LHHw;A8ext#Lt(qLArI-((eEvq=o#v_YdF>?<>OEA{ z#x79WbApEKs^Uj;$Y1%D%lt2iOeJVC3RU?dHvO=88VR`uz5DfR=?aI<;ZhsxTZ>*; z?G1Y_oBX}e2;A>Hwi=wT<7T~c4URz4!TOEcI6hhDm1go!OwhNo3y(Tq^{*PHid=<) za~Ds!0JTxOw~T7IH-iStTrTea8Q)Y?+u!sUnnGTC8D4mne+-dTH1(|-!of_fxVXr= z-c`FOnRuz7A#=dh`}bHXwqRt(zo|%CLC7KTpXi} zP0Ml$TpSEK5DTtX-d(}FsvK`hwIA;69{5Dg*?!(T&MZ`Pzppr1;9pAq=F?}f6Wu53 zR4k^&bpA<@f5crupn4p{%XQBgLfmIyCW%`*MChNS%%A#?SMw>uf2cV_zG(anEU%Hx z_n`>euiLLH&##rcQ7%Bqh%Su$WbyCZyKPA`Cn8`V*jj!|QeMt#{mYfvvwvMF5pxdk zhx7h_ZW6IqPVO>ZWd9Iq*M#=XxKWtPH{AduI3PwiYsB`eQ~nS&2+G3~&zD)0R$-*z z8u^t!WG)so{T(j&BW6;3@%e{{#4k%eAilp91#NzfPna2=O3W}zb?}>;kf&T_xF1nO zB7LRkWg}$9%gi3}FEM&{l{>YYenoJz%LSp$nHNz7EKHK1ftl>cE@MaDp#wtO&e#^o zqrsLyG?T0)Bi-y!?n-x6Ya)?F8BNsc7Ovi zb{@#gD6kFOgCFg6RW1+ZfS1@%_0q3!jVCTw+^sOK9#Q?b{`EG4BtUEU4q46vgRDS) z^uo})MeSu2Ncwe=>k9gxeb}>gN-T_QzdSg%|D|?Wv^rGy-%|05_q8F81;E~2XNNXh zIk>~*f{+4*xx6P?mH@`8%AInlUFKe_8}MVa7(xPk1Fdy+`9GfYi*L2WezvTi^}clR zgYSiiVa{pmgxhczr``aG6Boz+5D-94f4yW$dq6pO*Z4%LpWYS6yr*@DD=XvNB975iD4u7jZg z*9?+>i?MI>4PR+`2msgnii~=`dSaJmu-@*Q_ijZchZcXFUBJzO3hC%d5YOqCSa1y* zo(Yh3RhDg%kIVgsbONFSr7>rGl)!I(Lq{mZIXcPL+c4_a5xdkC=UqpuK8~Y5N+COw7<1 z&ZEVo`kEy_fs>^E_g(gq^ZS?7cNGp)!F~~2UYSM82gg+ig73Z)`(9ZMFng$`fof!=-{X|=ARL||Z=b8nBzQaA5q=mJ!D}VFX zzw*uigr}8}`&euhP>j{{z%F>Y*H)E#WTRDRbQaff$L)0Kc2H*L6`<%ww?C)KQvD*U z;2NykvOMkck-Hhnn`3PQH2ZV6IGwtruaF~pG^7fwTpYs}j?ze|E$GptQ$HuMyXC#@ zO3Cw2@#0 zE+jFP{O`Np{YRxfxjc9wz_Zn524D@hS~Qu33;-E;D}ah>2Q;F^%RdXMWQU!l&M4fx zE7Zl{_#e9Pv9@zKaw7ScohqR1k9+AS0x`(FM>JMJ;}mr7r$^eB(A$3$bNT4#v+8 z;+)PvFHNTr%z?pQ=K)^BFY5K+IoDur{Fm0s+{eRtK4607xlvUk?08yrS&zfy(x2rDMVD!Bm zFx-S1-+L~fTaA(HH4cmwwTNEvQ6>|Ru4Q4J72jSpi$J>41tZA+!4eoiHl%NKjGv||)1 z+_Ak8y?8gH>cS772VVWB9#ZNJoUbggBU>u9<0tN8I^slFuJ()S{IZ^`tbQ%y^4Q+G z>~o_csYHiF-rItRZ7ZIv)5*&@FRhJT^H>jXKpM*t`_YWF9-a;LJLEv5wO%LLp6}8L z&X=QO(M({uSU95ertH`0@5DZisk4q=&4Bz)8#T`N{yN&;T+|tb*BVpKeBsuB_N7Sy z1s8}OF6&v~=sB7t(w6lV2wBg!)1SLlgA83!A;p`6%IJ<@-3bbjG7?w09MobsR3&aDT^D53uuz(QspNFwPb2jP1wUv?0B_BlE!}hei!Is0i_Pr7Uq1UUU4`*0ctdEY1X%M{!t?U!>YMxv=C7@gW{qAToM%J9XkeSbd?ooEaF z&O8G4L#!9Gd)VZENNNrC;SV%VxG>>~aM?PGSh6Mwvl3f$|4H0?~-OB`sOv1C>Q5zE;vX`dVj zi~u=$3P<~LKd?m#q=xA1m}a?llW75~EI51mHL;I|kr$s|oXGjK{{?;bW2W6Vpm@6i zlQo;0K4!Ini@8k#(X-f@+Wn3ACOlT=1$u`iK%?#JfF;W3yR>@!}>p=zg-{i6;n z_iJFemxe)H0I&gEK29F_|IJfo$5WpnOq)D;{2hCKh?y(@br4pOfs=2Wjt`-tD12KA zE=v>zj+PGG?1N1pW@-r);@Eqf?ykQ}!1`X>nF+I-XYP#%)LRlxATl)-^CVL&CTftB z{d78&Ud7^hOw>GPWK)K0sVf2+oUxf3$>18`H9y6WZa8|xt@&#X$*(pv zp-?8rwLf~JG7aYXRn!i8k!`CB z9ILemmqm3ny4LS>FT;*zjx5(~_e8Z&elV~k`PL70z;b@K&<;FEU)pZVFfslrS;^XD688iW9=SUGz zS|5l}0wy`{BJsZav!zzD;y9v!Ck?KUo1pvpf6v(h%^(b?NwQH=&f&?HAgE~}Jg;1x zto0%A`G~l}G5|1_eGeXp?MbhJuB}EmL#)$)>qi6Ee-RkTHld7*&q=le?AT8Cn4IS- zz_Y|KGQ~nn=SM`P!!wBrW}WxO?}1Pf#N-c9`@gHqsyCJ($0iC|_F+7j!*ZK*&;+ zKmjbIvO2BpFsn0BsE7q#?&QTY1Q6rrXEG}jyieblWUZ6I_Zs)x0jz;oZn0i#ayI;Y z$u9mD2GzJ6$qb_43T4Ws-A@TK_E268LnB$7 z3;4SDEjd|UZUQs7!I```YP{(^Z^>gSS}{@}@} z7~4I2adkQ;w4DcyMDA^fBAGB~69@Za?a4;ivi`~cd<|Uz8h5|&s5{@{zA3eD4qE)A zCbV0m-U9qCx_4yi!he=~@Eb@I@0um+@dHOqiK(c-&J@>~Bc`f1{EZ3e?Moezluh_p z*G5)$VEL?R53?8b5V&Zq0PJE z^zq{uBvuB7k#-)iOq+7p85E;?d=7Y-=tAw6{mTEz#TMj_^}ghsa@d`z{0x!FsrrE8 zlGUxaF>M$qfZ=nl+2EuW_eOzYz^?fR_u=@M}#)bYmILzC3XEef=SNgC;3Ma_7 zIt^8@f+*}e4=5_!2_FIVcU8nzLOg|Th8jO{?fWy)`DN!N(Ad*}@`c!zFv-azJDq;+ z(tr@jk*!x$4Ha|V6E0}WyInAm8X@C8I|r3HTCs!#NP7(JPzBQWY)B7Hv$8;6aAsGPc%l(h=OsNapge6v6WmpKv^Bf({m~5+| zs$=}6{uoo_oVoZ)W3}ksPABs*o9uP&rqR(Oip>r+bArkJX#!FTC%_jxHUc)m!{$O* z0ni0)unlw#!6(njyzTIXZ4c0;fhyNOPgDlL4MX06*&gO?E@X7GnV0#@|wt!j8DT%#dlbxALF(?Tt5eda- zV;kSxkCuB;xP_cb^gLlv2lWdIUhP=}B}Q|eI#Y$-13Sr*Ff>nLftigQ zImNCw6DR|xj*=UQY`w!NNCkk2MR!O%N-u?os(^9hCR#PB`%z3$`2w^Vp*XQhc-uJZoRVi)Z< zKP_MSl%%5Q%+7G=-e@dLzJO$-M49?h$@w_HU&KVDF_TaMjJ1`-javS~Rfj(B!rK{TeuEkaJX3|FGG zzNd!c@)K}#TW*qde0|s+5+|&-z}BMvR{jfD{I30tkG56kMwqUAfA~(5zw3DE^2%ai zl763~&_!fw;cNUPx?k6oC1fL(iCBq=sPsKdCq&jAMa*&jqdZKUPXd59gC93>?{ELm zTzY6~pLCu&qpo_QJFxh($S&{dOd%m*tU{14w3^NpRlEOy+B0FhzmPBBDSA2!6$VvH zPw3p!h=3k~GW*ll0Bw9#z{511_VwJ^6-x&%vDy4HL@76s(FJP7My3ujV95abcnFJnqT>#zZN^CK)%o|LXcX=w!ZbZq4P1`*!XJA@GDcpWjEVy#P~qK zbun1E>4~oK!4mo<8%jj>CLg#waj_X4&{>&kH*@bR)phl9a@v_Hv|Vki=XchRvRD~M zhP1z!XzRP!LZkeC=>q{*3~)AUT|v+Px* zB!{N%sG?Pi34IvQ49Urw3jRkn+r(aLx?Ia958mceyrU)vCk#j!%YX~ywb@aa`z@AcKiE#cFk@4cMox;xXI2k7b>jn7N+r@FhUm{{q#)LIUy=KMQb9g33q?ZK_zDs4}Hj%&d?d6s9Pl4zrWa1^-|NdH|PbD zl?d4{#8--i=TOY)>q8nc`Ws%X?IZYv1mX*3k^R{|X3*aZ(b8M~e~4>CQ}n$gZDd0A zF#Y&kh1W#VR_ymLESjo^&{TInIq|Ydg42jkLMk2ON5Wh4y4i}4(9Yc7m@7p}k7$*0Fxkl>>mQ{<+w#we! zJdok36p_Vwuc)VP>j4tT+-83RW!~_qpRV^)3f%nD^CpsiPn5(hR?y8Uryp!N>ZA7R zg{D93_m7$T@3ue#e={^RciSd2`Y?mioxV>MR(57rNIvni_U@~4}-Hc=d ze%HKPdBE4&iV^+d$2RVSJ0Tm!c7vyL(%w4ODKmP-LdYu9Nu|aMDcMeHO-;{ghSOyD3`DlF zZgo`N-9>NRD!%_U4snJu*IG1a-75}03;ngJAcym-@iS-;aPS+O&FLpV61vs!EU z9LQJhs*sqaD(y5oOv?iv|VW%;L*1gY4} z@m#|)h{S8R7Se8jR?b!~0(43Q>#;TD0*3kHf$V#KvdXzo{O zmvHp>+28HKiOVP~-(d$nA{w^1v{ThM*p^aYcHBIXhR=>ZhB6fR)&4F?9yKEI zrTq;HEv4wfv}%4cd;Y5?1wR^9UuSC9>I5!xO*r#mxLan13adirFsG06=JPV zJs6UIewFCAJD!}M*%OJ|S?gR9@@`QM^hG7@j=`4qR5%u8x;IQG@2B&Vgp}aIS>5<} z)pn8Z8;&9-s^G8xu(D1%)*8@TdE{T|VX;*7`B*~O>ZD`R-RxO(wj^XlTy*1341-W_ z*dvFYhm-IvXKMX4d%doeV$RDoo24pdKFzY|I6&QU=6eYUf|y1g1x%@q;pBBp?}`6( z^QnvZg;X5MXYVjHGdpaV^o*{5K^U)~OS%r{pGMR?-$JJc?6k~dkNem=ou`Jo_fLvN zh_pALu*FI2w<455G$VernpfbdB=VV<=$E`sYD&YO>gmRfN*Z|+y_y@kTou_xEnOt` z(l^_9E8*u+T>b5n`aG34LT1}7hj_B&D$t2U7bY8V;ooH`x>xZBR%zUBaI;-Xq|Lhb zaS#Hh|J&HN!EZAtKH%C>;4>5Rlo#()L#^=6I!9-AUZ50&>oKx-%MYY${YdO~a1Jv* z_kXYWY-q*D9hxhrf>gRJf2<`{HZXT?L@0%^PZ51~MbfxO)7|U$puv z;Kem4{^~N3Snp&6UAdXAWXrAS)bO?toQ={_|N8;SAR!~rz2 zrT$9Bz`1kE^p;{z*1# zHo0cK9KK`U=&&Om+`krXc;$X)z4o*&)+sD)?)BOH*XXR)S%WjVLUap*eYe?F6p=b`xMqeN6&)DNfRPM1g>S->&c#Lv}#vHM=~v(l;23}Xh-G}H+;)7+guAS`SX zn|bu)HWP7@1v>;3xqN>=4np=Pijry>RY#YUcd*FoQ2#}jNdzx?Ezz}sFsv^E63hJp zqP-z=HGTiU(Wr8j7t2tW7La{TCg^P$_wzELrtux>>*1Q`KagT4p}sXKa+7F_@^ZNn zljfB#LER$lWF+{6CvWicOk@=6E{_enzt_4dvTDU!KN|dR?0D! z-Hsi5V}D;tbdA#;?voofxt_JZemg#GKf+Pp{MbLX)eQf;Ds4YI`mlJWQqxFGopDDK zDDA6)l*9e_qpnT(@ezx2m2`X#phO?f#`EIX@~U7@eiam1BZu5*|I#*p-FdQnhl)c> z2=O^dYft9lSl^}tuG_lj-mgyMIpge#26*`pE{^M9Zr`pCN_4>(DGYAGZc=Yj z%Q)o%xI=hN0Luu{mjao+GxrnpY}|3aRUSwbn;imU==&P>W4?@nx(2CvrcC^ClkDEX z)cz!Vrpc$SBz&VGwU|Rh)Fse*XFG&XNZ3YOD4Z88MZw4!UlWDE@m;B;@i3ypT?=1+ z&*M;~NdZ%97a9LZ*&K1i$<3L7yO%E!_KYKj`zyk3=oPel-2ZC7zUx*TqEwZzA+qaR z(QxhB&ZLOW=$VyTp&Q*5RWNo4w=`cvAit@vyZR`X-0~nnr`KQX+7B*rSnMNhm>T_s zK~u)d3<>>bQUPHsOA>*D#oTGlO{U)}j&C}gH9s0fHE?8V6cMAocow*H_L91LDAU*B zE)e@A_}NcUu9>&cujqR9D@}-3w*G@e_4OFhD|`NSOV=IZSez(#a!x;ou}}KQgX!x) zOhVJgSHnq(oCO4HywDmo+iiSR($^RT^_CR`J4u&HaEz zXI-k;j3&hM{QFQbzt8Uk%;%$Z7kmGK^xnGz7E_MvwyllzURp)f!1za&idx(=y&_?3 z=Yu^5$%A!o$W6+W$A&)9Y1N#cekjh(r738AG>!I~gzD0SIqZ&!bF7wD^pyz@lE zdnvImX&?g+-`=0@sim*8a|h=?-KzK`$5EN^2LGHbG`GJ3)Ys7Hbzy<12!bb!HZ>wm z)@$iNAB(KPCu>CFcLy4AK++>yEx{VZ&5$a>=OBIf632*>8nSe6e2A9z?n?2ceO{UoX8C!=dCjDGL| zs{x&TXUIbUbj&$l6)#&kr0~IrKH0gh9MQD_;1byO(F|gu0Y{g7osS7)`m-K-ySic! z+T&>KL71t`y#?_3bAHu+&_l6zRo|#s6tC@^B1*4SbQQB6r6>rp==QYivA*CdK*f3- z;>w*&WogoLdzHHVvu`{KT`!z4gjFuI7-HsKNZUhQ>B`^Eor~Of&PjY7TeT zn_BM1qtw~4Y>(j~l6;B#I&YjIpMT9ET^I;6GqqL7HnG)d5SfUFo4Nj33(g+HVlYmD zMPVBs8d5vG!I{O27QW~Spx$H+%^v)4J8EbVz-Atbk~~L;>|lRYReit-A9Kzp{9VR@b{1{LaFetzWRiLW9oa@EP7_j>?eBRo$ip#JpDKG zT2k+;<8?pQaW4Jga#H|Hq>a;0R^iuejEO+x%b_Og2YVm+H72@8EgiIXo_B4+mvwa1 z?N6yWLIOAw4oou5WD`tu6eViTtMEhqaC48DJvydhJI^~-ESDR3>BL+SeLu+iYp=Gy z{BD2L<2Iw9t`x7x^|CH8)Y?1(oZ}+{kK%I~c;LHbDD^SY+B%dkuBUx!TknP~YG=xn zs!pLSiZqF-qPN9f|IO&6eqVw1n04o}j*|IUB!-2-@wuTe)pAOngce=oRIajnW&exO zo~b3f0GJI$;}hN8f+)`Lqw-^G|;ru83) zFN#fSZsMAMv+mt%H7k9Xx4c}HfRbuNwFjK4fhHl zy%L(!5%7o~EfZZbP)v++B^ITj!3IW&&^NDhpWVQT3XJv&h3kXLgo@W8;&^qln*+AI zsfWR3nB1LoU=h!^ttSXTv1@g~o8Eru$Wez=0 zeOx%MOXF&yxLkDRi-$%R26bo3)@=I^@iUReO+#%jMBxYPmUPUph$)k!CADuT8$DK;#;k(l>n0t3QbP^Z%3qe3;U*ajC?IetFzRCWT1a z!)2D(uN2&+8sn)Y+ zEdV2AdJLR#@OL8Mk5GXNPX9^7etihwa+4G9ySdiI(C%t6Vnqb{g>)9W0H%X-a;SHN z9}9&727t8nEw4vcl!KUAJ*PkgL3b)Qp=gq+oWo;4p#iSRlc|- z2*V9WB`v9HKwP-Ey8Qs*X=lXo%1n@~m?RaFX);6UE|B)`c@q@cO@w=$NJsL!a{5(! zL;-{&Kk9h}XO0zCkKO6)j)Dr;#+`0_PDhd=T=wS)`bO`m$u)i7a=BgHLs=U1CP#Kdr^7rPG6EUn@jP;x3?L@9^QE3K! z@__UuLc_~gZ%kX`onT=_gL`je3!+rR3W4TfV1FRC4c&fF6--?{lYId|vfSc#ubf!QLm$G4I-e zQ;O%n&fL*J@^#1gedB?MpJvpS8uu_e!Faq5aM2(1$ zRh$t5cW2Fl9OrU&CFTUmwuZgGlGB$_%z0apbQGHkcic&AMSH4Lhf*cb95J&OE2vdDW$4Kg-PN z`m*>XuWFE40j{~16tsW;^Smw83gTr7dqvy7D&3X(A*VH@iWD+3OI_t^3Y{$$h3&pf zoSz5i6t{kz!clO!J5$Xh6i^kX}lwnR&ba-kQ}{}lE!@N=D+33 zjHe(z2v&I<6)&U#ar*w$et32A3_>!Q1xhH^mkr$N7;{aYjAQRKGc%N&7<_yvq+;%3 zS2UFw1UxMeie|lY0r?7Q_Df79t*I7nMA1<4Z~F}xIp_c@h!TmagS57#{{$&#OK5Fn z6((@A_#QlE27$mkXj@9;vUu~>4z(FbCi}SjHAq<&wNDv9AJal#$QJhT<#|)K>%y|; zn(LicPo<%3>Ag*X(8++@&7cJ=4kHSon>(#;!}PIZCum(C6z2j{1bj-8Vi#-c!??-L zt2MB-RC(%o^@pjuQ&YG*T!Uv8dr3!fzUSYTOFzeh`gbwkeaK*e+C(_t{uTSwO;(7Z z3J#kcFZOA={R~ z02%%#RzBtN%cv9P=L2+fyqi(x>Ac;h&*=oeDB`YNmAoS}Np2H>Rx!qj%6JmS>rjb2 z3KKX*-ddS0D;?9-*a;hE+ayyp(7D4kRCT<-a(?7VBiYP_!L?KeVcV(i`{XlPO_>L6 zfy}3Kce}F`%^cx28XzHmZY3we^o+F1D~gArqM|a;ttCkmbxf*#r-7N_u_3kR4Hsvm z%d?cJQJ#uY6zPiWQLhoOz)wU;wuADhNwx)qjjP{ox&J@2p((0QQ4itxLKM*KFL5bH zdN0_?b%rq7=jeK9pn!pF?JdSt%&;$&lzCO9nhaWH#~sSZS>0O$EHiMp%w=t0;B+fw z%{13R>(T!nW$i2hKA!1ZOF(6A{KYS;@xfv$n8gNayJb0n3fL09TBnaIaficlV#KGL zW;EHVyGvh}^LiBMWW4RLDk;84kxkskMg*v~TmP?5@|DqKWmYdi)5>n-PvCVO=%3bg zjEgL6ehL9s?eoTH(a7Gre0ESWnPJ(6$mqNO_$mY z8(%n5Pyi+_;K{;Jde{nqV&-x7#M)&uwKvd#-qNO-K4^6R=AM1Kmg~}=rn{?v&dE5_ zweI#8R04DQeqa!3BttO*>D07)V-r|a@>%^W#oHrP`UOx@U#LMf)#DCakDFn<&*GD( z%tMef)%bobk#!uYsLhOF(z+QiExCmec+;n85K(n`6)01g0BKE;EFoR*}`6^O4+rDeQGs$=7o!CKz7F zsyI}Q%TX@3qpm6ad;S#BQm5UljE~=giM$>AVf7#kIxw{_oq&dIqlB3@O{dAOLhi!|3^S=%42!_2D0)fd+YS;_d!OG{iB;k%Z66~a zR4lzRlYBrIxo)nYaF95YT8w3^42hUi;>vxCNbZwz6;^PsUon+=AC>~*M2%I2AdHC^ z&$O;7zb9EpTJOO1(^oHL_0t1>b$Ymi*z(=cRWbgx#^I-el3QBnll&TwIto7SQ$NBg zE!||Ta&06O{RmE%^YZ%|c6iAL!za}jl_{1$S5=S-2nHG#mq%Ym{VDxJt$zCQl}lUf z$R`{4C%rc8te*mesi|YvVPk9TiutA`4GE!kfzZI*xSbbx5o_WE8@jDJU5<;bLVUE^ z90gpfIy&J!ys&rFUYh0gjA5QzT~&6oQNH#C!FBmfqG-#24+j%kjE89U{-a03v(VT( zc+jUN<2885<@a~w(Kp*R5Z zK1!l!2W^MxkCNCYomF9qiT=I zcB*!*+hg<3!%{W*7nfOCMSPVy8GYg?l5cPpqgopN#2o*LHrsCo82z!D;?X>NPO1Cy zo0O(MKZ7x5PrPuw2kOPsIByX;=9_gve${nFA<#vkFY`PJ9Nz3X9M9Rp=jF$0Hyr-w z@`9*;^r|JXe_(IDPc+c-=czXoa1`pCW{c{l?)Rk8C4Mc?*DaHi4sTcdT3=sLqw9F- zSKf!&Z;6#;{Sc-M(2LD>9BT)UAqs$QVK~+gvRn&Rp_H{K#UZp%B99#8Z5`-(J`ggY z!O=AgkP5`D06S5?KaDj{Llc-oK_q!0d2G*3FEIaqn?K06i>vi*mcySexQg%<7S&a1 z0aSMQpZWIQI~s34XzHA!jFpJU5S6;ioyLoKN0Uy$U{CI%;+g|OpQbJIfMe3*{phBm zf+k@Q0L*|RBnR{-`Wdfhbh`VCYSd{uhZ(rw4m*8PNyYgMj z&70xx+R0VT)ZjmXBIRw?`$h}~!p3K+4X6!LL+us=^(U3e2%EwoiV>aquJ9s3ldlg` zSfIo8@+GwgjdQggP8U<3Ew$&G)k8{qWUc`ue7ES(m-e+S&qzShdR>DtdI<83zTM7Y z%kXW(+V*R`1H9GGN8T&WKC8lm_ks`LRKiy>B7StFCbJlsO2>v`29y9T{cfrB8t-T? z>dBb04bw^<>oRR4X8*H#f9MZmaQp!o$k6(F_Y}n}{2l*MJqbtKwY2G4?`*WalmhdY z!Ug&I@X&j$JNNVS?>^jfO76CdAlx(WeC5~G2`|!@x`-=-`3|#R`7{7u~y_#Z`_ZG z|3NPQT2ckMe;x${}aB zEjehdd~B*TkvVax36at=geSgEGT-fZoC_IY6#>WQ>@)ZyrOVM}h+cnM%?O>weJM^p z5)Uc|MoOc3+qhWEoaYbHMbg>J;DydhvUth(DjTMyDqeHVz(2O;2h>;bEVgN}p-xWI zA3c|O(RHS#qd#2FBRPy?j8{q*)&Tuk^|mw4)*1<#-P&{x$O2d-X?0f1-_A<@!$o#W z+1^*%Y!hVpgf6c0g|5^)R2eBI!{W}|bK@~LpHzy@*IBla&y8{9eZs6@Z0OfFLizg5 z#KHlO%NXGPOj`}J1BO-K`Hm}BV;Zao>6bIJVN&CB)~d-ktpD8fr1Dn{y|7MRmpgKz z=@=0K&C9EPhmk^)l2yMBnSY1_jDw0=E$)}F35RFmmA^_9M4bita?N1&UkRMX#`*;z zWfdu9s?WBvcBfbs$uU|)={y7zU-ik%Ix3ooh0g&ow`@B{3W<+a1oRS(Hxiy@Ijop7 z$u>ECqO;Ji8mPL<^;x%jJICmyv|oJ`cB1<#mvg5$FX?mL)K-j6Mpo2wF_W|an$&>9 zt?AC=BN$?$GynCq9Tq5*H`;qed|xDAqw z08tQgOYT-7o|LhEZWAt8vn9`xGUA;Gyz(`?h)&k; zyfPuC3lTB?C#xqb_V%W80f&)JXQ2$sBH4{B>N^w?H(JA~B}xUAlsKO1AcplNWJ4bz z`#!Ji%SG(-=9it7a7`H*k_gz8Z1cZQxZ%zv2#3jtq{JVaPOk$B$d87|W?_sKl3BH9-sQ+=6$0q6NMH7u4_DZ z>-a(kc$b;TyR&IJKI!KmEo*nytcaoP5W2y8keWBa;)Lb)%caav4PvIz;E4;p@NXkp zYu-q`CaO#2hi+#rBTXuCx!>{6R7J-(L+2$fZYa-?7u-mUdT?;yH%{|;ct)B!faJp&m z_q$|kRMATrANdM5(W(U3%&y8%A<%+0zHa$Wt>K78Yg9cb5QmA()gR|-U)Rvh$ZZWt z|1@fD!~~9oq0D3leNvL{fr;dHm!E5aR-EYE)ATPW=jT;Km93Z(Y@KJ-IB)pTALnP0 zq$@0V%A;R}tebw+mTX;r?6-~<=lryJrg?xI+s7G-&Tf&2vdK|~$AeII3p7{SiE-Ei zxBctb7K?mlHHjfK9v?aC4y+RHy%ApU`*&j6SJeJ7-HG^qO)==al$mj1ypLnp>-A;M zW~yFvf3+uQf`M5VHK$1v7NBe7v`W8!n&$d_ycrm}y5}uE(_sqlZy>i64<(W|-~?PR z?VA1)Vm?8muG0ni^Gt?QKHWu@BC#tXpQ2nkfO;n2Bat*>k7t@KU-JkRB|P34ExT8; zbB@8bYfVZys8OtTKWXQ-!0%abZ0)Du3xl4fn&)a$s#s6o$j`*`9-YLZK=Zt8GSKMI z2Df;9K4G&=phJAE5H>e(^lAEdK%m2@SQD0BcTBBvzbYp1(Jm@m;`N>d3gOQTa{9~# zi-)v?gzG%h1DOT?)O!H1bM-RWASEkV(o4E>8FZTJp!9MK$u_^rx!OB52l^fKj=uXv zrrH5t4B2HKD%s6OHn?v2PJ;`MsXj*J%lU8(4lr!L`?wW&sw8q@Z8mxwuZjb@H3V<%i= zR0v8dPNBuP=wzg~YX6&0y?CROF~YX{d^uvc`t*Pqd@;v=Qtlbxmp8;R={+tQ9 z0`8o{u~vEBl;cxWxwdlau}eUIkm$0!>;CDAO+PxrHF(#gjz;hv81u-T(2v8M=4Bc` zTTDNIvzC=%J&TZz>ubNuI-{xxBAbC378d%MX7ao3iB94Ro})cP4}AEb^~ueW{~TlMr(#YPK!vT>OG z`YNmK1T4Qvq@p0NQ_H3h4MrErl}i#($rANJ;D5Is03{l##-_z5UNtsR`u1vn?akp? z9`Q(Um1oNW@qX;sh--6HnnJ}UbmFoJC0Kp)KcU5N~SA#32B zK)(q*(PZ#hH?zT+hU=d*E^epf%gNe)k9HQ2ojqL+8V7J1bTuO%=f`P%I%4>mmI#d$ z1O*nO?yygw!;l98b9m?8+rsT@&23kz{6{XxEWDhX18~m?zBG&f)RI7}C-cO6S`1@W z(>uG*2}A+rj*ClDPlCQ4o?Yq2!sLwWVm<$zXiu!X`}xDE zyDNwP^Xf!FRF}m*0-m!uWn_p4*WhAfyz4X79nKs2rurO~@3!uvr17$Wro+mFpX0o} zOWpU#{fg;%rX#eBxpGKmOwXyQ2yhEeoj`2adw&ELd{0`n2KhKTJYLD6v{{Z)I>`oMe@xLla`4zAT!8bMb+3(I zAI+9(oVuC%#GgX3&~G?H!)q&92Oi>gf&<}{_L8UK|9)A494Gx#dkn`r*Vy=0+*Ex2 zzW)AxmNK*lEwdMiJ8mp*`hKLy-Db!&_)uPUj`wOtJnMJ~I9p7U99MR6zxm|i)syF! z1OrW4#KZ0Qirh?W>Vk9tgSKWwVN^^Xj@|}#IFx1d_5YZ<@^~oM_ibrI(K%%)A*UjQ zBxILPi(S^NBZ}<%I@TnWN|Eea*|#Cg*aj(N9nlz!G4{bQW1AUF!|ze&obT`bqd)r8 zJJ0*9_kCU0eLeUQf_%2<(_qUw!eh(2^iyCly*3l#2D2Jm%NDctk`oUW1AvlF6(?VHTpDP<0ak6l~n}H3SKcWnuOIG z=9+~6Nn)7{)28m9>coM!oXlNuJ?2L%J-jgH3HITKJvR?5b_DJ1HJAV3=zFxnnQL~rDiP6NW|Z#L*i8m zuZRyg-0L-oveoAZ9M+Kjh7nQ~m(ZYnSs<&YB}_c{-91c9b;D1&gM6OtGS!hUpf)l* zZ2Vs;TGs8wx2#R6Cs2jPv$;!MNH!^%po80+ay*}L*GM1a+niVNn*VppVp4d{<^D$Z zak$vcd~T@aw+U55TA8|7{aVg;K!~OYl^sp>2x@}@%!GTt)?&WSd1sCIJ|2Hro>DS?mP>K3*Cfl zMKfn)tVLrSBc@093fTrxk8(^zLetM5v^a95nhJTeSDPFyN2@x^Az}>8F7Nz052wsL z);!urIdl0i)8yn)8}_7@!%`B-?{djg=?gkq=C-Uj_dS3^lC^i1bg}Qxx4X#byjjVL zV;jI?zSjl{riQa&4B&Wb5fHKZQH6UQZm!WF~fHPG`66|R1YfOn*`TH zhabV>T8al&4%Z^FwQTkZNlodIwMas}Hcsz2R?TdT(*e!j$nge;GU0$JgjX2V*Jr~u zCpL2BKCc!9y*4}^m|U2&{`$7KeeD49FpM}w%)VPz5&H8a6O*ppqk|1)DQ+tbVgzX@ zR_EZ(ozDc|(n(rul=uC(#5aAZ-c`T;4JR()fk_T;yD6{iD`3LR82o*P)N#HqG^kZk zb!J8Dl|CxwQ1KV3bT^umI*)r&T3_GXh-&CY2u)I19o$J6jyO!L&(EI@!^!k1a!86t zV}V{>sjq`uKTWDp9s*TmmOgkUov@J2;SzwTfiJj_$PU)ESf>&V{m}@CUV(G5*HA}IB#L4hzqcVTO2OiSPk0%i zY;;ycrt3k6rhL6kj)0Jn^hRIuA*M;D{D$HEzW`O7+x3B931rCC#L(3mB82jMhBXk# z1CsLEt1IhH4liZjg{6ewhN1YOmX#JPekicug>G@sd>qeP-+lAKd5UBdzK!(Ylz5cD z15jzD4u*J#KdH04r|_a(00y8ulqq?t>{6h^Lg$w zoJ_691IaD&G+;s*$#FDw*3s`7vL?5DT~t2!y4x^V0gh!F0o8b!#aH!kPe&pDh)J;O01D<$eA&%rfi@kKO|11& z=6qknyxJzU$)XcyodvDsCiOXBXe+An&}ve!vaPSb2MU2*boXRzg|1PUyoOBU9B|Ea zI}#3bI`8S#RN(wI=yRQW0iG>4VE*ywx$LSK#9qaNh)2yU#3T#&(%dXE{46+ngEe8j z?xxz|QV5gY=97_yAWF%(o3TVKeW50>Zt+ zRpgJFc*^cW@+&m9Sw8Uq95JMOXF*+%srRwwGxjQ@XV-;I*k$Akg+2Nag{Z91oKB&i zc8sl$R)Lga)b0UpfQW&>C7aQHQqcCs&Dw6-qQn4h<6e92hG|YCqu(u}%`#McG*eMN z(^p)COtBO7C4b?20b1KV>#ulM5}e}YIka=&W5=!a9zFPUZCmEWcXv|^tdxp8Himk- zhocONRFV&F5j*cJ^&@DBKgRLWoK%GqNBRwpEHoT->zIya;>_&QeAD&ddV(guPkL|K z2G8T(G5Y8{WI^h%@sYbc_P%2{9!;pC{7lTXYg^6Gy|)DHHP_Od7H@%h z#&20i){+8+o6sT+S}23nud7AfT+LkawV+Pg1r1t8JYj@%^V0UedrqTC@yx7(qk(guKTMP9EMp5pXQkC}Mm)T(ml!u7IKx4d;_Y*25HI2lHC!gOs5z_<$1n;3 zunmvk=kxY&X075Abs4diiMF03vW+>XtDqAyJJ-MPHTCCkSev7IXm$K>IHPaF&fP9t zRb<*EE~cd2{@0XJ=KB#`k~2Bmu$J&aa3d_VjsF4wtg2W>H%Zp%ujAT9eci1T1(MgR zv--07kX#PeK*_ixWxR1ZTu?rG-3@gpAtqApayt+%<4>vbP zRYz(Ul_P{Mp)RNf-(Tm_+GY|T=wlrAEjQ*Z{aF8aX4b4fcEJwZSFdFuIo_F??|b=a zsMR-A?tCPE$UyB!wP^f>`q!R#G}xYDr7BXPx&d=dM%r46Xzk+nP@{f}ti*9&XtT0L zD$3-Ddx=GVvtzn=V&CVsa+k!4#|7n0qb6C8jKBX`rf`c~g)DjB7uCh#!GVOolKyqG zkzs{ik}PPams~X9n(*87$fOhZo`m&2`4;>x0h%ofy04rCX?X@^986Y1>z2<*CtTrP zxan9$fe=>zb3C4|3OT z@sg^}@k87>8yyidVOzUo_gF$X$W23N*?YrBp(cVT3o$3HnV(}smaXFsC*ZN#RjNV` z`S%3e^-Jd)j&m)n{1foj>4UVF*El$c@#L}ifIINp3Cm-`eF<7JG2vSy_q|xrz6hfIlz}=+dninE8>gN7L&+F_s7d{yg+NpNR1hW zeYdUzDCF%`)0%p>SyW@Ig~D)tsT%r zb~lfkv2e7mqmvF(X=g974a7~aH@s6|N%qi}UKBXG-5hjXw&8Mo`E)MDGo+F! za*W}bOE7Qf^#3MUqW$@U=JMDef>xVz{G4m+Kfis$a5BL8z3+8{EIr$(tf6b)hcjGr z5P~`(zIgs}p3aRXTkD$#7fef>r)*D3fNjM7*rsH3NSy(kw@$`fm$c zD_(ebVX+(b2l%x*wO8&Bf0`wQq9;TzjdgF8Aj>mavVRBnUcLiuVFo^TODX!4=%TGIU?=!=O?V>K;?`m-j=X$*k*m?yP!#)Z@ih z1`+z?aI(-^Nb6T?MRZ?pw+?rEx_w!QYm0OUu}!+a{11cne`=RIG$NaY{Phn$d^Cjc zGB{UTmfaZBn5vfcuu*0r)uEAO?y{{Ug}H8$t#kNfj?P?-mx5)TC;#QD&tem?d5v7Q zLr%Qvg-ONyd%4+mYgr(1;j+?4OZUdu<(l^%KO>nt|?#t$MHr+oM_XKp7aBSC3Xs7xiE zY^N9x`j+10n$y#waGP+jdew`}pY+aHT=b|nxPbgs&yvx^q4k_aNUY}wEvAqYt9his zpPuCh-I^`Ws8+$aSAue2F+$#tm{s@V*+%6iuy;%OOCk9QB5qUj-hpU}kv}rj`9Aa+ zhp7#H>!$H{+uA~g3+?z{LZE(W|Ka@lW=5sPtEDMp!=4m2QrWekBIMjhYwvZW$I>~~EFlZI*<4j}QnOJ6T5I?cY;J9|0%WK!^jXz5 zZ`wcT`$dkJKj~A7+<$=UC$*xve7W8On8kfIRRRD5_@Rr&%mIj^*J|%J=fe?W-|F-B zT{xysf;udd751Q|%jz80O|O~NUJECMjoTDgBrQo9dVZmV)N|Ld=HKxz&$BFzlI}VF z;nLqR$APE)Q(`VsO8l$#=QgDvh0>GuhLt0Yo@m{FE`@7NI@M`GZNq^}&bZ5l1z9#T zhORM(^vjy(kXvG)&(K3ik4jO3sp99;+zWHwh=vp`bA17S{F_lP74JH!UR|_(u1nRx z+DaUG=*e=aEjom^BD=^#0_$tJ64)6P<)d$;->`o5R<-;i7@T#>|F{q~vYBJ4)c-;# z=$fJj!k53C{xwA7L5={Vp3I7$pE#_QU?I7tAWm;&#y7}%W)U=k&6z2U2 zbBvnTkg{W6Ph9&2*s=}eTf5>_Pi4h2G1h~Yyfo6@Fz%qIwTFy~poa-qF z?46OM^rKUW>3NVacVY2+Bi3+{-dekrZ7P1})A`ycGRK}Rc6>px2RD}m-D|4f{eTSt zSK=U`7A?lOB-O(i}o#<5c#vD-3?M*XwnNikf@dh73%N-ilwd>srGMGP)LrL`^Wqy zgL@zI+(y(~YoN5z=Q7?cp+!t!uK6`a`g*Nd#<<3c=I?n`bl^O#J6ZC%ABRPnK~##JQJJxr}Oia}+hZD=Xxmv>&hzZDK~Rm5~#3|>gS z6Lg-@DhvHUO|GY+su)om;;B@XWDK3={J?Z?*Rp*%n{OVO!|vcqPvLLZHc!;nGzStX3dIc&p%8 z(6g#zpRtjN>@$))x&@9tttKi?4?S&V^_cL7*4&TapOCZ^Y0=v&n7R4p+D`;6Cu5rn zk>s)7&N{%D*X~3x@=L3Vi#dmhsOJv6pBhuP?WpsgTZ6vODT{y^8&XIdGvF zIvr}9-&Eh1E@VM;{3Op?HX3F7XrxBgvu%Avo=~@Y>A=l{&R^As(%5M$&xM+^jwWD_ ztH@0;l%By5qH($d&vR2l6HH)F^*+=dhu@$XQc5NqpjgeSrI_`o$=_hHwc9suIYJ8k z!gg^DL2VLs-x2COm9>Fp^{aO*S0isXQ~7et(cj%pJ*+Tqe}Lr4VBZ|Px7zS7N!@7u zNBBGVc}||Yu0WM|ayI6zNMxS8HCcQddsdCouP{X~V7*bHKNMo`1$EB&`&iX*0BGmc87(0+Kcd)xm>FWSI zxGB}34&<{(?>oM5Ur;eo4>fQ<-mGYoS>IHj4Uq{#DT+xa1~AHeLg^K18~vz@U!%7Z ze-YV{(Fzwe3LmW)jmJ{|%y=CGepY*X*py$DpvmHA9Bw`aaYA2qc&lxRZa=Uf23Ui^ z6dxo?=qay{qaWoMQKTnbk!f;=7)!pf8ybM(JwSAyw1vqdY6-@cHqIj3i`Akb)Y&Q$ zaL^ib__ditGCsu61?zbC`OS{AE?K%$5&&uVrYeEfOPQ!ig48lYjY`bBS185ij0r`hW{}&G z4c2~>2a(T@mTDAEk`rFA4LpR$dfJDJIKPbk8vvf95YKzw1hh#U(2tb6Z)AXfVD7AS zFvM9`ydVauZ+qt*`cT-y@A9z?S$?A^{m5|O zH=;ZLfCmPj$LqHh-va!V1uL!(k0ns;$JbiN53IZRlS|5Joqwvc1BRn&l9HoMV5+fQL0{thh6WiM%Dd)?-|XQs#;^6dUP6HZn7_Ni}vSGup6zcUV%Cdn|@ z@_CXyU9Ga}7D>9;iRty7(ugILYARH{!|2ctQ5T zso-}n`^sOk`)T*Otto0*p|I)GTm6kg$Xie3aG50!eYW8#0S!_a zyu`sZXOh$CCjB|U-_I59|Bbj)lVRAm!l)0tuL}ZvCvMZI@XILT#Y3h!$s5)G_PEA# z;P3YyDlSqsVtjDt+Rc)KwO+|9!1_|DSs9DT=&@k2`OH89R2IBr^AJaS6YDkZ1*=2l zQQ#_xe?Lt60UX+tDBFpP)%F(`QLjE;2-7eKe#eB%xBt_I#sCI1#9`# zV$(ku^4v$NFs6|Z3L4a`=sElEo0{IlFmo>)tUcEv%X1{!{z~45+g&!xS*8M6iC@kzSUd$;6Cc# zPix$0B;RAXf!I=G8-Sk(#CfmxieXCcc6i6wv-mxfq*bLF3gGaa0a6L?3lU%vDB2F~ zPXcg+0z}fAZYDhA6C$&`mp%LELJyVbg&In z&w)lI>j{GJx@)fYJTFmjDYR{ zKL;>PVt8d?kmof1GqsE9J!F#OBt8(^tqsnI&utf{sBw8F@t?y1`YKMmHr00%scy)c6-HPYqZDRr`Oh8p&Z&SKVIpNM@Ov&ia4dkf4R>_I&Yp(`8l5ew68R%2|;W@Po&uK2#>A+>j3 z2g^%6gW!MihWJ3-w$#78vtfZSa|pPe^HRQ_(|(qAw{3-2t61=1AILrQKtTkK768SG0jvg=rIs_CQHM30$+OLJN>>LVT?gDfp6&)|Kb z%)OurKJr4zf2DsxZ|^gQs7_^_5j0nH|8_x3K8zy}b*^lil-07U6aT_l!s7(OOTEFL zmaQYNO{Dh}nYXJfA70$~R||k<2aD9a{Bg*e<6tpl^Ez{`u(n?#z5 zm~eSrH!KY(NtpEj3D@b*KYAqb4SP$C#;^CTlny1@zd!YDFcu)zBb*`{Fm_8;)i@@k zr(LL&==J|5?>5*YdBGgv$U;Jf}`5ldE28)(@KNx5gAf$VEj8|wlq zzsmA+e0yG(_}9{pSiEetBJ1*Ov6P6$-gml?QIu^7lu~XV&S(U(F^d}_U+TM4IesHN zp!~$y?aueK^M7vQ@|BV{9>jQEp@@7cylXj}URK8L=lqF%QyJE@D_w9Jsz8l8WLlx$ znUBUqEPkJb4TUMEFd;SaTEpOUomcMSxRB)3-m0Y_<}(u(Pmjk zf5N>$6KvXkP*N2*Wy?Es1vk!Bv19$0M)vE{6ds`qe4A$A*0+5|^4Bw0mAl5-i3@z+ zl(F+Itj3EL0ycB4>ZjejL9QiHp16o>iw&F7iN?DR`d4W6Cb}u=BEw5rFU0zg95?p? z7It8E8!3s(QX8J3;n6O^A6&f4%x$4M2(rHX+td3$VOYnk2az!>A^v6Qpp($v?z7~c zXB}^P+)}rQp6RKol(1Y|+@ap=Pg^POn7FB5YCoK=Fm&AvXfq6APu6uFl6>3`!epj_ z?F9f%Pc*hvH#ez-l@w-&<`}dvZsMA0hK>p2!zXwSGjRLFH&fkvH?PP2-ZYyz6JA+W zVKeV_kT+g6x?Tjr^Xv&EEp_I32dDR1RIi%C_f_R$^PZ}PLocJ){f@RZ-pwY5pTz_( zfw!F3%Br5&n^H%v!UOl()kD^z`yPA}F+`lLo@a_ntu4IHqw9EAxCRq5zjOS9=F1iL z+(0$)uOzCr@K?5Gm;H9M_KZ}<7|Ups5bZxz^MNSG2t~Q4N(3{?L22iuh|&XZ+7y3_ z*N{56Gl1>@1-Q14`B5zU8qmqA~Axb49`ocskZN8PU4c#z# ziB>Y9>d4)$)mQ4G__H zZjx;EBL#caWgoduF_Y9oi8ES<1as6>B_ADn6>*s+s5=D?3O~XR2MY+N=k2iQ@OQsE zLaZYOP#Hsu)%I%99=_)KwLT@LF#W@7BPRj;Zp!Xm#W|Tykc)S0? zglz@Si(C#oFL5bw_{n|;cs&D=MW!{Zz)}rbdAziXbu*;)jOa_rA{HADvhL=&Y4rCM zY5gnfOg%$|`)8k=EQ{ZAKTh!;0$c_G{(tga$=4JrZ}W#vp{CM!^`D>7(SAd{{3d6@k`ae!*-VY$LW>xsZ0Vl_{g_ZZ_NK$XWRsCUl`!k z9QcA!{}>C4xK(WHQmbOx@2~7E`%TmE$XyX^23LWIq$lyu-hRDRKbnXxBB0zau%0lX z?zuacmr?E0Puw7__!pb?0}N^YDyG{XHxZF1@0C0UQc7(~q&V$(NYZk;{JJpQwJvt# z=^D})eT%NQP;;V+KHoFznU$S9DsW2r;Ru3E^RUI3bh@mP~=Nu0qG_K;(hUUSF zI`lYbzk8KW3Fi2YhnZ&?%b<~Fk|JCKLoSNl*AH<$Jg^W!gN1HH<)QRss0@sn@z+>t zNbvg7e&>QBytAZeqZwAG)2qrc`uZY=ec@M(Oo! zR;GEBJ^Ulbfk}4f4J1MK1UMQeZxO}oO50Z-0tmFLka{)nIute+x<~y{TV$}V0y%>B z3J$0*U|g%>#NDtqZ&COR4OE14Z`vet?|AY2g!*fsPBB-MWB%lGoe7730-6F65QK5^5*mwdC+_^d|f*(L$X(PFQ) z-u- zc*qt=H<;>9?-pb{?#Tvul$B=2PyS3|$U8Px(Gq~c_iYXtzobvTLd4w>_SH7n-&SZp z&0FYOU+M!L*g*!%+j%F7eyH!l?;Bb$85V|RkEe6c_`n&`dIn-_C{Q@8WT>79w?r3O zDq`Brzo7~jHO}UD5m?=ZOJHN~x6Fzc@B4pFjp7^F^IRF$zmG^%~Ifq*wg!x z2$(mnulWOLrm+j$DSynnfXWcBnuAevE<6C0V-0Bdblk>0ABpX8(6=TF2Y`XDXU z56yg2)KauTz6vkpz?IuHPW*tkD!8g;QZ46n7_1dYV&nVmK7j_S3(CGNwmRX#%I{Op zd%`6=Eq7YnpbTOo!?!W0rSH6Y^+^o`WJ&dw(NF>;eGMU4O7X4Ub#canZLmTZ(A(#r z7R(JXm%X_HA&Z|}b11iExbKGTM(owz4(wgdtm;HER$r0RM$J0}X;+pKhZ4qGkP0+T z-592@zvkDgoa(HdZe+0!|4Io8&?X8(TIkA|^LnM*c_tXb@KXRvW4Twe6x^5cFQF#% z(n0*G zGRnp@)q6h5plX#65&q%w&6pvS>UKjYlxwXCfEwx&-iOB2+s-o`R?hi*YYIreKgcHw1#DIZ_K#O zs{{U_Kr>S94^Oq>4>x|{7hWr=slDPcADz{-<%Jtym@pdYhmB(XgnzRI??j@Cf@>AD zpZK2Aw}K=#S>4D&@dy23zHvo2^h%hRve2h&j#cTjtCjU(LkA~6bTN%_?$HwumC@=v z@&chF0-7jxnJvaMb&mj}LK73LB*$9N;ITS& zGys^PrvNPrNt>3gZREm-LLc9kei*#t_p^3ds_O!a-_Z{2UDO)|U(R0ymVz;_S^G7c zw>QmiW*d8m&mkdN_$QlI#14XAxazii%3%*U-1mu21wVDeuE4G@fsIGAF;vqHWknA4 z4SQC#^7C$avelys*IkQ1?aN$Dd?m!!(cgolBsAgyW9t(d_^Q@p`|!C}zH%NPVG+&O zn(3%ZU!`9wFU_HQ5+xAhLUB6kfGpVWPk{;e&Qlfs-)XVPr-~0;2|UT_q)N7F1@~oz z>rl+JTFWGS{z|0lxAY2Lql8;OW#l>7tCkKfqvx-FEhpOZwsunC)DWiDKKm<54X-a1 zesb(i8%2tBqOuG+`8vx0aA&+VIO5PuO_lx$&-;!sZ7D-{C2B!V+<4+l$AS;PFj8Iv_ zz1iMych5paeC<(M-$?VsajzM<6P^Gi(uu$CsAshe|Et;gwh)$md&JcOUsKBEzTjbF z1+5l&#??2sf$$`;f^GL>f~TJtfD3W?mY?Xx9_P@d-r@rs_gEQL_?^VN1$V8=rC)m> ztt4NEhxf|B#3c?3YZJ|2}e^{rcTF5K@}q z(#Ai@-=kgXN|S4#-`^eHmU@E1I=CI&bGkwIm~Kt&36^EfQS8GeBU}2K7(t#QJaq&r zwcy6*5a~}nNpto52rKQJzzBDd>rBaWq;(So^*_vyOb1qR4oQ}k;u`@eqb5)6hGF8k z`gS&^J`kaz`^rd;+W;^jOS&}X7Ne@}FJGZXy|1;7jV**#`CsXE z-BDRr^%v=By=C-EA=SfANsnnFd7jZhWE*M|CmlEBOFl=l?R-2gr8wZH{76Y)mO`oM zd#EaxgtZcg0WZZJ6f>bu}wdQ^5KspsPBY{xl%#0JPWufTn9ky{2~|x`TT3 z&|S@FN4le$^Dji$%YsK!IX@zc^@I&ywy(?Mp8<=J{v#8(d3U~Sh0kHWNE#^}@r6!> zXSh5xctQy(F8C0hpJ6t*Bz`W{9$g`UhZw5`xb~U9kSRkc6yEpEViIgUaOmcAlN0GY zy42oMNwQ={)Y$V}{Lp9QOSyr*7J0|}uKs>>Xq9E?!y4w>Z;W;yk-`>An+jNvew|Zh z7Ld5LfFBB=n(KSpFHSF#Si-S-BSWp#Q+(QWE+fg>Jr^IJsHQ=qW zxQHuz+{eUX#9e8Fj_qhk6eLP&6w`5Lr7tjiXD?}URHn13#9BHVkPcxzx*W9W3q7Wn zN@vppKQ@DUmyI94dA4K@AaPjGzWu~UTiY3ZfK+UIm4|bgn(~KK9-by~^eaKe8#(TyJE;w5{`=m`Pt)?_WS#boh1l+8Wy5rq}*6`g{4@ z4{VWn;cbVP4r&nx8@gKN&za@4tj}Y!h1@IOmMsl+K~6OKI8*3*<$F1i&rb{i*^jEU zFL!(#`@nbE2L+e*sUYx-Bp;udblEPLMw*qF>zP75qNyRpKWrf|c|vh@tLd*4U~tu8 z9*bVSo9lw=EMQmb(9_wuXIhhSxFVDJzAykNj0ouRdRlJvz3~P&Y+`2ld(n@&d_{du z$BZJtCJ;KL=NT_Ik!e2h6Y4lc=sfLtiL$5#4ooEx^^qmt#YmRToA=&PYgavf$QHdl zT3z?6=QKWR9$}xlgSJO}D9><3mrB`@OU9CkAmZtfk1T8um~nY8eW&Db#h!;FQk=Hp zk9Pp#p;iROG<{O_>mcV4ORVc1W~Hch4q>w;TSjyn%pK^(k=GWVsJPuW;`fMGlO-OYXvF^7Zt+Y^r zlLgU=B*ciaMP&Q)8sS|$9E}J9qhR~Tf?~6 zmX@zVX*;u{K$UY(mSG3#8U}$w)#uX3)4pA}Bj2HiRCvYEO2O2s*@T`8v_5Bkeb|?k z>iaaMO%K);($)Nl6${0{cs*k0$<804Bb6iRXl%JRH%931emu`3#4jMHRgPQJrxXllj&|cJ}^cA~5rje+-?!s^k%|q5T&ZaFD zJGLQQB=*F)KV3dvW+sTA{mS|1vlSy+`V{2#6DLGWOm8Qm1WU{*nWe9%{-GRCIYda! zkQtPg)sp(%&3kybLio?Z2%B|v`Tj>UN@3L5Zal2&UI7ckvS{{Un53HYEY`~_zcw_V=@MkMkWx>4#Kfi)1z zPDjO1iI-cTp%EV<)39v^6Pb1r*~VnNtB-DH@mlG_TCEIte1PXsln&0 ztC}Z0U_*JY`7ut&wF&rTjVn96l7pj{Mx((v?_HieOT`d&p!eX)NtG(wf-u&!!!18RR(^F>Q z+ZtXTPrb-ro@**w{dNVpN`woQTAtAf2@V{~NbsphGAhqV^s#|SO!!t{YipsHa%s$y ztJgx^J9Pt#RaecP={>?jZhaE_^qinc^LVc1iY39Y3!Rl}a2|LG<4XgpNYd8Bi}^-7 zUL&FjfU7KB3Yyk?fZFbsB;u}OL#A4&r4eh*sf^UBj>f$)s}>KQz1Dj(uiSwb87QF3 zbpRI`VXnjPaVJ?cu1%n2XSu}H?33DYbI$q1v4!&O88r_^mCzU)Q~C?~NNFoJILp4`5pSWyNW(x;X=wAh35ZywhXE0Td7N(kP;z=Iw~UcG8fkV##g#9S zaLK%R?17zZdpU&wE#xh`Ap|83be2rV{}QgXzOom-_%x?TyWwvpJYnL=TDa5$PXlZZ zX~H%+-3*T_cA8rzRJc}ncI4WqdYzgG$l|MF!T-1<=4`V%L3|cm;m=5|ct@n)F*>mT z!%nA%xQ>>tSO!yfDw1|7E-{`r!o#*H+YR&6B+>np{D}NY2&UpLAgHpK7@naU>77^h z=Dr`Q*{V@$V8q_y_jIce(%R`AZ~We+XdD$T@U@M_uN#H1DO6XA^c_#Hoic$eP4U=U zp#>GtE5xA~dsDF|^EIU*g^b_oEj{xue9m+aJ%|$M^!M(CW`T74|;{Zd2a?+zqguwXQ#fZgFhX*V+gd%>`_b% zC9hypqrZvKE)`rtuO4_M2J4sjCLH>SYw-|;NDd1_%U+*sB<^53pT9o)Yr%W5J_)Et zl%C%tO~5P2mOl`M$cR0O(vcnbQRl`mh7vz*>#DHdFZ&e%0yPt@w}0W7ywo%$S2GXCoQ*3doI9QBaR zi+6UoI?rrO0JpJ6y=xusmv*{9^&+7VM8?EcNpK(BoS+zyjK@mR}Z;O{^t$K+J}o?z(M(ViLl;H0lO}UIruUE7r+N6Aum} z;WI?-xeCkrMaw$QdPExuVB@-jsV@lSRsANKf$m+{9^Zw>1Q9!wk9nh;Chu3zHfL0Y z$V>dCFG0IX5cP@1Ilkd!tTC!@1ldCznsD$?3YT3ziyGUpi;G$Pd%ZEy<0~kHBot}v z1?~<=>=pDjUz^{LG@WW{e-s*GdOj$fH(3l5AAm)_X)?MbdJ?E|EL4PA{j7^^#n8$> z!<+&D+^0!(@osKV{rci}b#J7qO!a(qaMPGDRwQG&jpn#QTP`ktL(T+hCzKBvb}qX= zCQ(t;y~IZ$sSCHgSVO#<{(!x&*q>;kfY2FZPef-X4_~it$g#jFVUTAnacLtAjfNJ% z0QD`84)&GPV>Yb<_MW}`;g{MUclm8UKX1Hrn1*u=-%x5ghc1@=56_Szubj)i zFwP2SU-jA93p1y4ooIFPVi17nFW^@PHac}NN zxm;5EdsBD*Qp(G*@>9{yzBbgpX#5fPiXx2)`Kmqsi6A&7haw z0S`z!91i`5gICI>e`dCSFIQKYcs6t|Q^f}0Z>sog=-~o0lZ8-j4_j`^?X(Sr86K?a z`Nm!)Jw0fiwjNL5)vdMU@3quLR2i;@-i7opSy%doDmJ4wA;V3z-4`IG!7bwRs;BwB z`Wj^>F4>e|t@=W2^@;@TOavh*3sA4_dkjIa@rX5w{zZ}TSa{Hwvx zN0#Xtsx|5~8*~^Q=I)I*omRleVbW_cR&Qdyjs0WStMC@L?6Byd<8PyT|G~X8@t@ST z*jT@ZNpml()wW024}$25Hj1a!;u99*L1OY_aLM?Ywf(bv* zchN{*?Mk(fX?dh$$7=SZ@WswLPz1KWtr+ZRc2>k&o!eawu66BzVTXyj5>N>0p>+gC zvL>miPb~nE=3h7*#_S&BiLGtLc2;=8DMgOM9tJMM#h&^Y0`3BlT8@mbv2AH)vub2` zqMY!SwC3$GC;@|^rxHZ*ThE2~`c-?3H|V62;1+-8&}Ya2B*zpgBOc3)wBQ}*-4tQ} zJ-GyqcBzZC2Bj*Y+aEZ_wXe-y&~y$~(te%PCj!&h>)+e#%l03Vj+e7Ng6<521aEM? zl$#LT@(ErKQB-dSYC@YjlcbHdx94F&H8WX5q4cs&T&prVs0)eddo3vd!+Q4r&T{9mtJro+|6nz zkbtFb1FX95L9*jtFH2VB-Gx1s(U>WLPC>Q)ARi>On{d#y%UL@uyyR;oyM#4TTpSxYzYn+nx0W6gzspXiVM{PNz8NOA@XIr~edIxy`ca`o%=o^;o8>6bJu!o2riesbD*C z;j8F%huwGe&=a4au$y7L-Ho0HDb1XdbRsIywO@fafcWS!7TAbbxwPXtp^)~P8}9Ei zT*HchOK$DJ?TA`zdi?9~l_1Phm8^QVs$kvf+yIrXlf%jB@8`^+q_n`-6PS6BbE5jp z$J7-1!jQ=F`j*mQ&ir}k5VJzWZwSu zqzE$+>h$kur0|G+Eix*(UHnb(#xwNnwvDBvkgfmGK-J*Qh3{Z+B38`zro)1_-lqz@ zk}F8f3}4F3-hE!xflUsn4V9;<`Sm94#^SeDV|~e;KY(C|wv0AqeOXm!A<50Xfb#G< z*zic^n6-l5)*0@UpI7dkpz7#tsnaH`aY}v=gF_3$3S^Nxe)(G~2iRP1(4?T`ELKmc zdo3R#knbDLBUb1Lr?ytwZ*5*A@zJBH)3%ogCi}$mOPNK+NF;HUGJ&UQuVsU9R07g}pLeJUGOU zm&OZ*?{u~(&8N^mS*l4a#NxP`!y5fGN_88XfP{xWxO$tL~Bi3T2oI=4%^Y z0J-23FIPY*L|p5>e8MDWkI_Qyi$Le?*)MzJcZ=0m`4f;z)H-^lQkbPtmQG}NW}T)C zbI4^K&?IL!yHh|X^m}15F}-}EA0<6o0aB7L@{P)K3yPS+k4IO_@{)iOF-Eq)CO$0hc!%Cc70=&fHhm5MZh6DuC5G0atj=)t_TJoZh;KBY ztpCc`XB6^cpfc_#SocFy8G$>!01AKkS#td5|75MG_WPUP>*yffuXJ21&eM{3ZPR?( z;Y^P?Y<#Z|vaJ(XYR-sw4}o|7$87o)tb`0tpFu%evby;zp{ zT9Ov3N?mK7=z&Fn=uox692u~wP{57?8=pEI!P^I4jmw5u?@gZNEZo& zJv*?#%YXUHtFC{}Y9^*8rldy>T8g}h#IImWWl}}=TEa%6{6;*3~U1)orffRQr5WmJdbWxAoNBc z>IC`NZ)2{k^F0;xW>_t)tAvzFs%Pf2yY|(vE;>@<=z(W>&W7_T!cU_)58Mc8J#piY z&`P1)kQdi&IB;>DJ2uF5Ze)O`7%7qk54%mFc@^9K{oUXMI`{Wz0%>gV1~KLf~8 zLU8{?4;LXpv|6@w!_R4WB6ywte6b5#+-quKnrcc293K0p|Ng%8wfsOgcJf76e`lBZ z(2B~}k1xIUaQH1Dn3XpLU-T`aA?dI8MGYIYu<7c%CKb!myV6!=-I?*5_>|F6gS~b2 zKJfv3(s#d{(mB7&k&YXh=_dr%S308pQ^#4`wO%wI)aX=dJR?=Q*jH!*&49oSlL*DGDMQhGc&RG|oPJ%! zthf_7upIrH@}V5l<-fNw@Fmty#hlAo}M=hyD1tsQtUIVXCU^M&54gP;reRn+7@B2R~BO%Est0+n$ zdymY@9w)>>cJ?~mJvA z&F6Jp9E?kOOVQj{760wX0dPV1yBQAQ3#Av4*JCoKXsI~r-d6u0Q>^q`H#!ZEQ<*%? zW9fC6bJFqLT1KC)F><3$rN)Mivw6j&y6>J`rvz9$I6v!TGw+Ht&NZ!&*DRo#@;^*_ z(MQTO2NeipY~Ea+XKY`1pW}o6t0IW!9x<-)c;Vmrx1%6 zYI`LCiO!rGiFojtFIIvx(z#rSa$e_8_UfbuJ!c@aKaVknZ0xP1mE78|(A#D)aXB+^ zLWVrY`w8Qzr;CNhpge&)%hq-QQzLDR80K{TK{m@l4^%?oSt&Lq4{Wt5+4gaUAZ7a; zS-seWZHP9JYZ|8LkEL@q_%36NK?QpNFQUiXXiXBSm94+O7|Npd6?yWYZeL1#b-Ue2 z>z!Z8+g3eANH+7{px=od=D4%kC+S1S*jV|XKv~zUO^!_^X9h{13V((`A0y_)gQaNJ zNsqZR9M+#F?q`W;iBP(43D({NX8%BmGH=Q6G}iB!+re7zxShXpW#!$WzsP=4{D}_7 z)|w!b>BG`JRGiU%33sHgS9Vm4u84#m8;r~)l6~k}thc_=~ttr~h$be9h(`cOO_o(XhX2neBy2Wxa^8i%Yro z=JJQHqQ)K?# z3%uc%+y}c&>WtY1=?mO1DYqYtr1Y?9(XZ4>oy34)mfepHRz$hpG&_pH$l&&Fn4LiZ zgO5KhE?K-+AwuS=L1j{`{)A-D#xoYPlAB1pIvWd)L3^sF`d3t;q4%qisA5vgahuxl zZn@?3u}jWsB_~gicaDu!!syp1zmpb2H7+_6ete`Ee?vX+Z$Stb&>h!({+r)zsTrnH zM*$caW5ppJbg0&Kq22P-dL*h;1#`TadNf;(PC4z>9C1o85fM{@%JzPbaG<@R;a`xb zMRee=w-9XBHeezics^YIXW476yH!S+mxp4&6hzQmpXpDgFsFO;aht+XN-7P9lA9DK z$G2fA6&)pAU*_~deKl=C#-(ZR>Cp2r>NooSK{2v@4zq~i$yxe*aY@ak+#MwiNfF1vZXoLubrdsm;EV@>}f8DCbZ z8FDHy6=>syA$G3icSke()lx3C!l;8cN?tXOlW^`*d&@?92lIQOsn4KF97Egu88z?7 zx8bqf#O`Q@@U+5uGw<^$ehat=f1u4@hzFhDYH80q{6PU!k1GBfKJPN=PZH2ZUSn#J_E{clsP@g6nZuviekUnjr@scv=hHZP3jtvQ zG@bWT74H3zBvN5CxD1~N{sck6X#VSIly(nzFZT@{mhw~N_tu=oNZ~51ue}#Xg^2I; zFdz35N$qsNAg3qV0`qKLJ*j{~I-9^k5mE=Kr>iv=Y+@pY@3gh1?Iq#h|IN`uK3r32cb`*41aiPgzJ7W_3yM`U7}f5MQTQ%0pM(OG0JLQe zTD#k2(cI?AH zO}S&+34np{UsR~XWZc?!O#_XuyhQI%|1U?xn7&K*g*PMV%lF8jk1kXVlp!Gj)@~<} zgYsoZnV$&Y%+xnvX?Y@ladUqbG)e%u7X=pJ+!Mu8(KuIZRUs!3hq>fEr<4t#Tux)a z*Tbx&%DB`6^f_}xZ-~Ys$Ta=?6j2KrpB|-$79-EThVv{>sv7z`NSWk8Ug{=lLKE=PUerG>I}exJLoAeE~!GFKpTal|EIT+0acDR z&+#FQ>>)(r8I+(uuj5q$nC7)K3^zO2y1e`N2RCaTpDP27`?>^hMlsqU+Y(;%)EyYv zlftBwY_4=uP|vYKd23mkR?Qzp-2pO)|9$iy`=b(H31*boxTeXPdHKFq*?3BHz|;ve zUlH)r;YHK2Sjvs_U)vH@PmZ)_59!Eh?+Bj_E-qCCHjTz64O5&X+9&b1veVhG{UeH+ zR;+2}IALU@gO*fDEXi9(YhEiiUs&%dtlZS3llM>2B0>t&YQ;UeToZRb{USyM(t~HJ zSvg9&GXCT_7TLX@3(~3i!D1f_0P&H`fq(G)_ka1Ucy6tqVsmVC&D1gr@N!;3Vh7x_ z3O;>)48(No*>Pn(!)(7GNV)mH)R}JqOD3^aJP14}B%AmBBze^LS;TvtXS-f27c}Xb zDNLR-E`jf!ua?(Djy5k|Hx?NbiM7m8lJ>g&yaJpwPqXm_U1AQg7Lh^Lqh$5%+$;<2b$QZB~u&w&(|K}to z9=jHYHAkyxWxCiWA_+5fx_hwul0}UMrv_$s@V&Zn2$Cr`R(V+d0xG}`D=Bu4Ti249T~v+&<5 zmw*k_d{r~9&k5C*O?OADrzcefT%Wh#m4|ucuJ4V`e;G|(5)L60I9ZQpmkxe%WuVmk zGuNljz*Z271Jhf&m(oAghK3XW`*VK@A!9O7*(A1Wt35v%JC@%X$=|h>m17p;`TQBt zfg!k%Mpth9>cO7BQ2)HB6aJZw6Je&F zzTHNA5a#0vu$5sPvi-z$N3*8~h^9W?V*R?kKyGENk$2AoxvxasN9a&5+$$ix8g_m& z9G6`=o%-AY=}J9K%G%ggWLSo_#WM@iKW7zwF1Y>K){u@VTu(5SXmkG(;lsNPe1AP+ zfcJ`8AcVdax55R=eJ;3SuzFwVUUl_sSYnUwfd&(Yst;4EmRk<{E)lw>4YdEqu)Wq4 z{6H6HpkiaGB^(Dzz0Wut55R%CXYKnibXZ}OVSXF3^4yO~Jt z{&Yn0jGrjrSuU<=QPPsElco2~FivUI=i9J)<<$$*xI^oYTBvy+!SY*g$HtbcfqwH6 zn1k7XwJR>zSv~yte{2cYCqxJ2tD~kgSdzY4?vk8KB=Jct>XHa##78|~Q@dM$X+_Sv z*FM%7^Zc)GmagR!0#QJfrGUC=yDgK%xsspyNC49%!jbt+glL~gW2zB+wFBFbHn^t%hTTW;`%Mg6Nmiia6yH#Sl zRfT6a1O$Q+CfUSrE zLC*p9im&Q)vv;O46&d-Vgd~Mo={f7<@?#^1dc;2Ye`Vo+M&IkSDKs+~n^#gL?xPr6 z+qM^!%FNxe20XQMG4Pkumj&#FIGvBFH$DoS>rp?8$I=9}fLW?|7YJuqB;K)qa_V$- zB4BG{IL)}|@q7J-oe#%Qxh7q;Jg7HVz~)6)6zGT>17f-6<~;^_U<0i|_GdXH^}M>G~}>4{JER6i%G ze9nDFGNheb@*y|r*_US|>B`W>3@u6?=#|mc2Z+X~vI%uW-fH-`*pEeNymd)8p0tsD zHVatiuAq%r7@Za^bu=Vc*-LDDO@h=pJV8-8EsS!pu(*}A-QKCu7K@HTir~dO7 zgoR+MZ{CnInBO~};rf=(m(zV@<+e!rASeVfU=V0+;fn)1b`8~iqK%OubFZ2_5)!l* zv^&N;u^8o!G40$fgN`v}LT=+SwfvLRgwWAF$pKOI!bVpk<)&&A-)Y)eANUF>cMt6> zL;6|j6nKJ4h0S_zQn8GLTIh-MWW5M$y8~l3hRudB21UHOg@P5#8i-$0$<0TPWt~F!kp&{N(z-G@O z^03yu3W~0kR73yWOKC1n@+E1VM2_KhbHBLU)XxR@XE(zTNUzqlpVhtc3ZMZ?5RZTkJ%6CUu4F}-#PxAjBCV6i(xXWt}My>oYlp6rX6s@AR zA&vldngbshaYwqs{Q5CB-xDmfpqBWFN z%a7_$6&v1DxBt@0Bf-XDY0J|#uY`G}mE6I*x5)Us8%=y9VT_ETee!0Upo#e6*3ICD z8lrtJ78Wq#>4>KeZ+Xh_w~AdPQ8@kH!Li|Lv(Pb8i; zC9Wzf=WnbP-Ln`z9I>TEOhDwi5{*2+Rz)q=goX&lA!b6qqBP}{%Z{gXpe_cEaL*H$ z83yir4wLSkTwW0*i%x-Ib%5oW1|w}Bba6>}Nx#>bgq3qkUQ`_-QXK;%)|cJ&L4kQ= zpl%i`d2)~X7i`_0v*hX=TZVcbF6Nog&|Y{K*we(tPf3{&e0O|p?fN@=maZejx6`TJ zV%CA)zp|Y1zTxY~Q72d_1L< zkzbvXk19!KlBuZeWcI)5`|{YPx_2J#+l>bub}#Ho(nvm+&-7*1`YN_Qkyg;NJsveN z?O?d$eIowh!^UxeJCxpdnE4h|@;=rMjTuF%7ny6&JWzQ=8SnkhpY#qA$=`$d&n z=%ws06a?(k7UOp8xpwLn*+^$7c1&CLO%Wka4fcFPc?QuFT6{dDDt%KYOhXqJyBFZQ zJ+#y8Y7#NMumAYFxmu&CA2AMW4{LUsGTC2oy6(vsgh-igw?2@L*mTewi6-#9<>a~R z1H}rVPE|-=hOdW%0#TYoZ{81Gk6yf0OgcRaYkqsoWrP=H>E`{vQWvoy+>Ebg2=!H;7y|Gsty=& zz>kQqmIzH3^T^pj@>Aq&;fCbA$)Xl^LMQq7^0l*K)CdiN7CcLWKH>tL|#HLI0 zde7vLbW6}%$7}+4vH^e$24)Nj+`B|Bp&^l&p+PMAlwjm?>an z!`P9L@8zq3Q`kdiRrx6s>4FvS+ro9zXWCx9{H*`o=_Gok z>tzHyQBu-*SAqAy|BkARhzgbXSCaBDSli*X)mcN9LYQ-vu@_v0~c)d%E@IMaStNCj&x8pnfq??xJjP98mue&Ic_E3>f>xh}qYmePrb zHyk3XQ0aZrqTi~`A1vI!!a7NzK|F+$o6pEuwUXx%?W4~i?ki>|tRXS~?OQIC^kBY& zYGeWYF;_ke(98v@LhgsF&qyHm({t|x=)qsan$X+{y7!~uvl>Y}W)g$>jY)R5!~3x| zi5aFJGK}vdq*k&C60Ar_(2cleDq$iOgp8@%SSeg7_r}Ld&|h)|GBK+Uw*&|Rqx zBwtye{E5YVaLdQd5@WIm^v!+={+YEV{qXAzcinbWxaUzibKZj-rTT?D3p6;@qWTE( z?Us9>)EVE4K3sh?H)Zr{teb<9Ufw>q8_0F@a)rWh5aDSN_PwgYy1(C6lp#(6VMjU6DsJ@`g(5qPqD6cC zYVM0*?Qzz(wJC0QiOnEZP4W|0#|Q55XqylyaN~Pi>HaR>BeHy9dir97;JuB8Is1oJ zBVxi|Dr%qb)R?N(m|m~k5X={}$#UY1Tr{jSdL?VO4hmW?3)&VSe;!P? zZ8mGn)?of9x5`)Bi?Xc7T9TQ(ToEI;$3Dd7jL6_;GFA?j3=+GI9X#W9*~MIu z6B}yZ;?=(P5y{x#q=iZ`4I2d+W8NCe?gCivzZTP|(HlUU7q-hw#y?y0QNnp))Rp4w zID4rxMWo%P@TlW0cF=s@1enkR1+l?C9PNG4?7{5Uf}bXb#mUq#pKLKqY=An2|KN(Q zmW-e$uA-(R3*7TFSyaQhJ`{|k7EoMu>egL9s7WOnDR4(%XMO0yDoiUGlY9Og8J@ne z6BfP%N?_qrce6!4O6Y&!rQ1>J%?<3Y;GJIY7ElINkBhbLZFBVqJugY1B_&-xxk!{; z80(nFFYkBuK49UrH6xF`@26LxYPqz{`K(iz`_0B-xd^A9c8}H#3QH%39+%t5+MpMw zMpftxgC|fV70?Ph+7Eo=q<^MxOaDhugd@AO5qB!(2HSHEl7sI>Rt`bAJ~}I+FW6f4 zc2j`!kS($Ifk9>rRlV=4H#n1${hPnny*AQckWb`UFz(%=S%uAXe`=ybk03&y&%JdM?Jc?#V--lZ2p=pc16%`H{*GhBmR&Lm5Q( zgp^>J-juq|q~b*Dw^@pqa=$z)m!hJlheX{+n8Yj^eWc-G)TeH@Z;mRsVv50OZ{=4M z9vep44VvnBzte=%64dkv;13~htCS}qG@kVq`M=?jsPhv7_I%Gaa5+WCIDwtsXJGx% zPHOitNZAqn>P)`+$99ZW)xfb3N=nazDqP!-SoUi=7uSgR^0KWUS~(pF+C$2@&TQ!- zUprn&*mbgqu{jT_u-LG}c0N}0`(CYc)pzHZ+Imi*`aqvA+4hxl0@q{~b^^IjMtp>C zka8Pely#Cj?HUNlhsP2d<;gnvp04NLbbe4?2ckx28)^f8Vnf67bwK~6_}jB>E9&oN z_Eqdr-3SS3JN9;Xs2Tsld*5ol<{dgsEZ83?{pLr17J=ERFD8BQajL{PB&cS$Kr_r zmIsdNlkchLRvebTcr<;4rUn5BDf9Dx7N`wyXP>+|^q+Yu>x{gJ27 zc(kWH!!+G&?_=Ts|{Ax6^@Vmu_)TyD*Gqj8@vYByV9Gs6QnhIx6G1+w|y5Be^ggn+XlGSf;y5{Km1I4-ci$AR6jYbuThA zUb*Rz1d5SX7{~Ri^ubTA-Vm@FZ&8#tzPRzc6icf~`$Nyr(oaoQ^ToW?a&WL|McL4QcvkI1o8@-fMoJmt`N;LH(``p63dP*k=5{ZjRgwSVjeMec{0-e+rtewj|@Uh#7+A&BDE9%>Y_?t6W5^`nLr^mI0q zKs_b(%%^vW&F>vDU^0S5T8OIC{2#F&7`OTDlt0ORqYlSAt#^M(&U@;>ZIScl)At>A zX1?$2)Y^OH5%{i(V$c)AxB-Tax<`^wvjsZXD~b!m*JPvV@-{wv9>lYK(|m7X4Y+B> z#_fD~D2CageZB@nYl^J_@Or`^*EF%--a+{!mz~Y18zDzBZjV$kGaVck!>`qWaP8T2 z+}U_y2wg*KPXVe?-YL1bT#V>6OXQTzG-G!Z}4%$af6*Se{k-FF$8MK6D$^)-`d4?h`xGGdK zN0fS3_<@krL#q90faIdx$SPnJ%GgtpX_n!#Nz3ElcGUkq@W&-zFX=Sxo}3}uOow>4 zwNrO>k#QrPWO{XVq8MvV)ikhA&cGCtD;}3CPW#ULL52E|m$namu8>X9p$UsT4<$M( zGyeMQl_=QMjz6O%kc-|L{YQVblp)B7Q1c&Vt%(_HyHVly*hNwVlkm+1FyM0cH7wb z5*|HPBKRBm32qc&?_mtRuJ}gEEgdVdjhxQQtwNE_d7}~Qco8uPPa&$GIkH(+<4kEO zsg17BhKG7c<)}?yQCHEVPCX;1M@QN_&cnaHG}=&=dg;AgkQQq>5G)QyI*+$}+p-;v8Z0nSMXtzKV&qQLBrgJf`q<%LsSxp|NjRG3w8TM^6) zyCSUyt$*@c{EtHG&!{<+)#B=DI`IUoy1_O>OYB80s8}e~C)}{PHeq()PKEb^v9{C}kY+2epqOC4Ep>vTvfnb}waXA^G$2g?<`~)C^qBAsV zoEL#=LwRg3-|_D8*`)&Qf;7-gV(f-&yyCuvIPZX5k||RORmta%KRpcGRH^W0tZC)) zkLvcYz@y6;ICLlOV`jOcOE3jU`u0#nq_tLeHqBbsam5VK^=`gkdtQ4`aX_21+V%t3 zHdJvcL|#{pHvjsg{dcsJuT!yaJ=ygBs!uDjeZg(j9T{Aph0;H)tYt8zZ5WCBsz;S_ zyo*;v5yUC>6QE^fRG|v#wa#P;F;M#+C;=^(; zL&MgMKiv4UoO-WZj@&@uirOjf@bAdbod%q!KLym$p}6k3i_6W!xYc?Tbam`bj}%+W zzIid}NEo4`M~c_tRE|>HblMsDNL_@^REpEgRmjb==BzHo^Pu2w-(6hVXSm(8w7LGb z+yLejFq!|fq&L1-xG~oWW$HT^Q4P6oXv=-6h_1Je! zvH(@+8RGDR#-1;H$CS$_iF10GQTkTxVVDZE<>aC9El4an#qVi>#Bt={XETR3Vs{;o zyC9crMzs>n{dQ*UXkGex zLuyh(xFeg?*k+IAA|nesVn$M9Oq@R;YiiZWmZUAowu9SVO>KUe^P*}ZP~AYqs>l|F zggiY0KJ9sH;9ko$!;)oN)YRMID=z&#aO0VwjNOT;K+j-Zi(-;t;G-lNHjM_6j`WqD zkvQ*>U`>-Q3mm7LYBQ~25+Vd^Si{`}uGv|rV1Kc!x<_DSNJ(|CA>5j&vv?zq?w>2K zqybVgJf|vR9L2|RNzCbV7Xg4q=?)gJ@!)TPh4CZPIiYFzHh}6dp4U&UH`jp8lCqyr zy4}!^P-!!K`UQMGpI|rFwgEI<)vZY(Ol0`7_sI(Rozw}nL5Q0U=VqJr(IA?y)fyg9 zb!gjjqZI99Rsf+}ojA3JqoE#dxUUqMTqZpzY(nob7Lk+JHUudBEC5S_e;_J&>pB`| z`G*eijHSM~XjZaPid++!UNbd`fE5`+u9?8c-O7V=lV)f*LP1f!<*KUqT*2=+Ik0rv z7*FAi#7;Zo4R%*HOb%!u5+*DaMrUQIjP*1p;X!B?5zsVNnC6!Nyxe>gxXq>DHY*hW zbLY!z?F4o$HBI%TDLoRW&?Ur*Ufr3+ zMdc!*p5WxEJhbUgye5WTD6 z&(#LYrgMgH>=rEDe9419F)x9IAs=qQve6`V;4 z;~R<%*KH!2qd`c(;V9Tyq?t0(<5icceJ#Mw2yE--&oXCou~^Otr`=uQgpqu`dLh{L zE00-#Sor@CCsyDBf`jkj1i`|HgxGA{^nv;c#|w)sq0|G#)3xZV5H~Rd0($0&x;?V?JV+H!)j}0~-ebn&hl4H#fkf_C30D&<$kJB27u0FHy5Ot<& zx)BkMMvAaD8!60xr9!vKKm~YE-&FQKz9`rC;|T||opQ2kBz?>#V735HDxq*;`)k{> z#9zA|7>3)k{sMiqtOXu);XDXqts$z2h{5CvLvNn5Sgc6xPOCfWJu-6gEvxhh075GA zkS~vi*-n@Kr80o@kO?6G?KVRmFtq@jLHi)FLd){-+S>HtnYv!iUF$s8vZy%A@Wls& z=7aZb6)MB!r{4|JZFlre{PFvqjYCR!=7K#=|76Y&@fa1Y9Hm;=-bTFFSTTRM(<{Ui zi3gPdcvA>9@J&WPG(7zGpz%D+oTU9X^uUXQ;LAxCT9>~q&G+bMgE*d+z=dtHh`DSH zC;%Ag-I6x4!Qw%&B6R1$VE_3pWs?Yc2Mpb>6Lk$4fQXuFTPyn6)6Fan!n#Z`1AEmu z;iE(udoKsA#v&Y}eh~MK(9wiWMCP8a+xWCe*mlgMmlzjZVmv1PbecA!ZLQC;w6xj* zE)1iVFgo5t`|UhmVcGpI>`NyA+#=T+h6eAN*#NpCFZ;_ML90C~8M-nF)=6frX9_lH zQFlva*|mQab^*9BtW0^$9k>a(6*e2KMBX~;Y_bThJ$fYWkN+PGsVmT07a&Ge#~f2Q z$ImoMh)`G;xeJ=TVg}$gQbR!nW2@^@5nS_p4YgU8IS<-?L=$emr2p%)0_BzLWfd#M z6e^{(BYxcjRxPyxVMJFlqR>L1e7yYw9$XgaCC&S`z_W_ZA#EF2Ot0*Ja}ElUwgk&S z*WP<;O+jtaW>NF)vZ8oI#FY1HdD5`dX-n&A=jm=R*g;xWlD=%cOG_3XArju9LjO8o z@bE;7$7=|Z!Qoyvm1JyC-T(CV3Gpv_o)5iQ1sT-Mz5pt8Xa>AxMUMdX_xFAojV7Dq&0FR}8WDwqw*{Qp)kTH_u?zWsJypaD7`I(W%gtY;eK$p=toU34>& zec(;XZlEmOhLMT%qcGv^Db)w7z4jU7ix-Dlh@mP65l}{ex z=^S-zG$l7$9ZY6U_s}QH?phmV0Mzi{R$p#8+7;6Z`4j31!8CoE0pGr$HZ=D$9lK)s^{o2(ZOsF%M! zT@hw^*_y;%q8G&&h2CAA@dDF@YpmnI&5HuxMwbzKQ4=ggWL?kdOD3^n0bn*z{y^z8O| z*jli$u+e11hv-J^n1`GEXlh!qQ*O$yRY}yc*%X2YCOE0t5R?q>^E zl`HeiUnGDa*E8W=yA2KSk%?#SsmI@;>z?aVn5`L#@#@@);|4a-x>r+zTSc#5B95j? ze3-+Tu|K6BQo~e1!>uXjg_Ux$jk9=)F2C8a3#CG(LxV{hyL2i8unqiM-Q5m$h2-Z0 z&s-Dp+lz6S6W}`9{b6PJSY_QuUAkJfIQNO44qe$9%&(sH1@TRlraQY03N{VjMeigT z(N^O*-;U>}e0R@e{H_W1vxT;{iktz}Wx5PXdfqD(qzbDM>fR$GmgC0i$XmrTp4ylg?eaKaMy?m5;=;Qrs?WoFH%GdMI_v$!?KXw{xR@-VzP(Qt3 zRa;$F5Du%#D_^%ro?7k7Ts(nR>!|mGU{39O6AA+`r{dB5PgAOLG*Ve2{!h{FMcPfxGuJ6lmxgqNF$)I+ z7!zJvFiWQPXrPba#PZF=O{hyrSi;(!1n1^At#YjohUglAF~6i0I|Cs4sGDm3_RfNi z7v_2b)EUoi_!|YYl8kG3CBu<-3qZvxwl#Z&>#cqCdJK14a!IOIrNvuvX?+|{TAA@~ zDRLAn+vli3;o}iYg@xGJBpX!-07)RHcMC}B4_S}UFZX;h>&OogXM&pU9f$4B@NXcZ zcMI>S++%IYUkD(%s7%`ym!2CjY_|5KRG$v7IsikYx68s^t&usiz|`pNB1Bt7)%n$n zNFD>gks^b>V&mFrsp=n>TJXaphQ)fgg>3F}>yPHl2;@I3jGe45m_ogRtQO`?c5fOc zRY_p-H|%4k?KoKST3+Ht)?>Zyc<`}Im?XKo3$5;aOP+#BGojNxsy`M&7?v*Ld8;+= z%Oruo5Tm1*4nKNgU|MQM>LKzsLi#MgT*>gVp4c6;Bt0WXookzN&z--Wt*bSo3cKi@ zs&!(iL18vX}uyQ#=Al?NvrHL2o<&RBr-ptmH?afpy{{V z%FPlv_sirTnzKkN_brRp2{&MuxtGa>HS9#;-ZswGQ}6Pjv@SReY`NrWpu{1hYsAe? zG_ji8T7To2y;!VWdia=$3mhvlIMKv4NfQcF#L5`kVU6`|dFBl%Z4sA>g(*OpIpK?T zS2qxNM=!Hs#2X~vfw=c4;LRkM;%R`hLWsx2HBk3-Z+b*Q7WRd-=d}P0hF@HYx{II< zZnbceit`r?+A~|Z>D=U@IG;;yD_hIuLfkF9>h^VUpLi9iFS0#sZ{Ij$7|ehB5gs1V z*Y)jPd3q1ErbFavwWL&z1150x;xDi>cuW@RM9AK(Vo@85kKI(C3ye!PnZ#YcdZYS%0^B`Hgy;^PER54xZ%9R^H!$kT|}0Cj z+WnB5Gv$Q~objKyTF07=Yv@sc^Zoq@X6Ye?$Nll2%~0VAVTI&J4B%V!l6fE%VAUkz zM)?X=*jk=?H_DplsCE#xozQj)RDHNmijGG4Awb$2yM63TTm#iqd-bb>+#_IkhEWm@ zipfH!oIM0vhL7w8>yqeUhDoAM)1gS2B$rPs%_7tgcHlb|b?OPXJ{6^Ww_6hy7A8tf zne4|cG!h=he;Ttvj5o0F$-|Q~@`5(>kC?}}lv-Sbmri>nr4Ek_Wv?&TzlD`rknQ$O zVwjG)zVP?Pg@x%OIcw4G%Yt?Vm~T0CY~jpxWnZ6Rd=s@|4_5nqj#uoya^>&Sy{b!L z3pYaVn#w2A$N7CO-;YC8rAwAiuj+j`P_k#48YwwF?n}ZHL`_{Iut+~K4Dqg`V#uG-hxk2F)h>R^L9A&i z(^Cp;C7yrdRoSWdviq18s^hiy%>X*AvNcf^`F65;r)6qTfb&tcJ2uMxv~|#Yt=h+s zfl2F?^ZOs^GA1VIwPF2CQL`4w$88x_1nXX9p4Chq^sYh~eG}3(WUby4^K!{H!!$cn z2N~;2kP$=l3Kn*2W7TnzdbWlt8%0`2Aum<5-mov~v^K>BGkI0(=y!h&!@CeD7Uvnw zd5rf0DP2aE3MsER?te_=VLSDmru#AXPFxAuEW#M&UZikXo?oHwWw&lLxWBsn#t6Mw zv&xuX%q!<%!TSDFrQ6Ww7XTqhs3N@4>>8YW^<}E{VB>faMRsJ?4i445;8)P>aZfmhVIReny{98?C%GB#Y$fW z2Qd2I1|}EXFZ&;NT1xa*tDyjP`1N?IPTYt}ys#H8`FsfW9p_`|$rwh9^{*lAVxJZ6 zpsY`E=?Sf59c#(ci%@B;hL9>5bGp_B7ZoKn5-5prPJSHlzVzNIOFn| zd$;!Y2Q`Hwgzn*(k*Py(mp|^^Xm-&)_a@Hl=XXT=aDB_i6?L~+Fi)Y1M)5(X0AOwU zC=u^?y894UD0ynI!Yk^;O`ALQ^>&7j+6L-wp$^)ld+`0f==bi*S$l2RX~sC|`slAk zzhNWNs@lgiic0Pi-HNJGm4w(W0~tWI_3j+4PlIP_shk)&|;vDttDBW{y!Z@bcq z0Z%bLrTlUg2GW>=X-&%gS6R+qV)i>O797H*tNjY}vt*iwIw{MPsLCcPcS~#vY&O)Z z6|I@-$BksnPF5R_a761LmEvbATybMQNdpCu2d1t(bhL`CLT6{m5SYV3}xP7sHm$UR=UH7)7dAoDz zMmRk}w9j?XRLF|f0Cjg<|k*t2j47IFDc;XVR$5>!P zRTl0_RKKkG8+C*lni>ph3n%J;p{og|KaxlO@iQ3T0fD|ej<*_!P79)cc#7NF2JPg%PfQLQ(A%hZ z{?p4&_P*0N85fWeFHdXWK45r_=Fdm!p8(C4ajA;YHnqZs*QWCejqT#m{Dux>z7&XR zJ|L_0dB3@C$jOxu_r1Afxc;#c-}?th#EwI!c*hMwt=EqRvfgwrq9@2Jn%8d*W3+8% zd=HFh*6mEYpG>%Y9UGNU9g!HJ9~mdSxH2Azu^{Vrv-NU#`+NW9ELG&uxj*HKW-P)z zjSmHP$=Y|_T;Nw_LR9TEIsn!5RomU97mpa?q#^;2e59m$^ugc3N8T&KT(!l(jJDA@D@viLFHmKHa&AMJuMi5IibkrSpZ6H`shTcL{}AA zm^gL{(!tKguuoJY^7@kN6KT-V1l+AW&Uojpt)E3?Bp}6|R5%z>}~1#_cE?xf;LXhYs1gBYsFs{2@3f1ht8Q9+Ulk)4!C z;@X$@o10t!H84u=;DcM`24|Acydng0a0TZ;IW-W2O^3wZ#b`bdMhlH|T|6`3{yxE9 zIfDt8blkMtiF5Kamk6|yQZI02f41Ey`=dhNP*~eoKz9P08nY$`Uomng zIY&`n+hycSp!__6{0KaETL>F0toh8@MMV~F6oJ(g0K>haYk07QgI&nza4}nxcGI8k z6gPM`;>VW@u5UqhAE=%va{qxXk`RpZWy|v~SPm@fXGu5Ez*`kBE;Z^(LaTH42mguf zQN#F*$y9zsM#}Flj`W;10&~VBLV-H1HA0~>SXTm&41+2%@Fe z|D{v<0}0AkjIYwKsIw%^+`yUI_rj%PYZEVg(?M;cX0v?|##w3{;V|cNFpSGeNWO;3Zo#mJGsGbAGs{A1Z%3*M+dK%182fTzJ8}9M z^zj4T$)l-t=>TVJ!PWyEy~00u4ltNweAYm>SYM&RU1{bnK(NWb@T>X}6*GGq*;+cq zoFOL;LiUp(IjeM~wuTJf6ds;kEza56Oim%GEdT%Q&+QUAb3uCEhU0d|=X|PqZygms zs&3TmLj(}O_|+rcs>>{Rxu$@dP0MmP%U$K5*)*h?TO?|7JUYLdKd*LMpx-Qd8G&RZ z#~&rjhk_YI5{iYV>m$DWFtX0BwN>uZep*x#GP0N+dWM|=k>tB`R7{Q0e@lXbwfGmu zlk1+=oI!`oM(!YLt@h2#n$Y_ske#9B_9=?20@DPNDRkUzV5dFo$ReoaP%_;5cyzip z^(y)fI)Qoj6l(#6cf(En@uhz^wEwzr=gGs5W&y|F4VhjP1{O8C1_;T#g#QlHb>!AB zxz2jO?740JSKR=!_Tplco6gHu?sp3>_Rrf#UnKEwf?s*WS8v>tl8}PxT|x3<;YYV0 znn8b`5@ThQNVhY^1tWvi_e-X zU;8ShlxBSz~OYc)Ic+u@$ z8oANm;*lIBT_Lz;a_zsxuzcFi(e7ZZ*x|il=92Su=d*#ALYh)oNpwMemx}m`XtTnV zwS2IiG|c5C^|R&FTUHbbB5u59BJ`z=`M)bt`&<^f(@V-JYa2_MX)#)nW%cMNE$^ew zjMmWh?z5*qlqZk#F^dDk>gfLdhqtcCo-A6ICV&>Ox0cSQ^JznU=pgQrcDnkPa=bDp zBbRE0iS!>`$<`SZ>H;UX%6*{%FX*-K>t)KFSdrYw|Hsu=M^&|TZyy?Iq&uZkx;q4v z?h;TsBo5sT(n?ErD{$yiX{6&wBS;>)n{RXPeSg>c?cvZr9AlleWLzVuEn7C@&%lw9f(yW>JNLluso9MLeyuuEujJ?M+Ks1mVTlHyAlfuBlS_xS>W?e<`4mazli3+?@!0 z%Z_By>mZ!E63qSNZ!PS7Y)Y$~`8J1RTR`jV+y14hNYRLsO#rP&eVm_#5Q^S(c23#| zZ5pc>Ru`SipldNC>x<&3SFewIzYyyzX-n3pYsd-QcX7;*zRK?%GdL=qg#$9+EJmk3 zgYT>~91|F(ZC7k}F#6%NL_}~q+>(VjLwLJ(x9W!{w7SM{@$yYnHFW;HECtExS}!MK zln70C7SZZW;dz8|TZ|95)Jcnez2cPgmfI4&uLT0KIO= zH3DnTl>z~jYa0Qlceh5hW$kf>{Up-Luho#zqKJ{6!1SyiQ%}60mW0{9&r0{$_ zSXy%487`8Wc-{}E^_+6gie!o2XlRT1bypM$K6P2VX1vqFi2iEo;Lc)i|xZIzpw(4+#bV6{zomJb{HJCPkz5$Bzk_DN$KMjmLmlpf6$J2bar5JpX^T5X+UPq}?$FO(y&8tm7B5|u zbvV`1X}OJU@a|a~u8B8q0Jqzk%lb?mmA|ENk0i#3-wWctyGmrnJqy>cXjQ{)Mb;V?j9+fe2NQ3GoK% zsR)hYDE@wLVQGd$LOnl^|2_?r+3|(*MqbVROd;Sr`JCum`NFXuZ@;%`=uhX3b3?f` zzR$nGHi4kM14%sYbeuv{J5&lY$TZ|Y7iVg9sMMMgnGcE^Wj(e~thd0l5N*T$v`=nL z{wtwkoUkLuaDt$Ti%o33R1eYi#lP&?e1Z6|5(^HX^ohsA#a5img_2DL-_0CURscfC!TM6RJFCtgTr~bO->cs_TEWh z1Dkvl8zx9Q%m4^CS~8^udSo+=%vvy5GzwfLCQkUc_nO%X9floXp@VWKks1~HZH|Ps zWMO;WG_B62%3noT+{xA))G*?s*T?T^Jsp}SoSh=|z?tLEvhgs|m` znUUS6F85O|8&Wd2-yG&d{^pCo;x= zhZb%-_LL2$d;<>J5A3f;@9FyAoK#x?AJuPguuBx_aFk(Mg$+AY?d2kS5Z10p5pf(k8$I}xcp4*#l2FWs@Yer$ zP%!YuXtRj`4shOZsmWBNQ{I=qD8ui?LC-)&F@+qdtZqh{d0Rbc{ScBQE-TdGO^4D7FMw*MXT#08J&o zov8_ve=w~1*{+Uj1e0@`E~Ty>mKI1QpmixwPm^!=Z2#I1gG_#?VYek)lcIK*7b9!{ z%!f%kxa*+FAqbYU%>8nlbj$Yp)Eg4E=OV6WyPHNOO_)_mdk-!Y=3}RC;f!T9HGvN? zVD80uZiK?fZ4y~A;8@>NK-d|?+nzlJpM8z#lvN>6XkL6+It&o$Xa2z05-e;PJs8wU zK{Kv`<^8ZM!XPnr?@-stbFSWy)PZlF>DP*T4cmQW1@-GGn(2VHaWOOA@gSYTqi=Z( z@-XlPbh)?evOCnQH^UCfc60%8KI_32znNZc0@^safFXMGmA>5M*-k$fnR-WqKsaU* z=DXSX6Jc4QS*shTq~H-F?g--sr4CSI1gGo`p_lFCD2d2{=$7WxTaGZ`U@;4^!s<-9 z<8Eh>PMX)#oy)-Ph!HHFbD8+2+ps72%w8AicK&!rFYs41s69*nEKJu=G@*&GZOlv> zgmwR`{-jXQ`N*vtDvknzoSU|ca7A9%26mjfdtHy=$(#+4FKXI}WY+jfV#LNdl-~^= zi=uBm<~NZy_7^m4BQKlcr1lWUPbbYm++6a3*ABQgmCJ0aQixHI)U~qm0=~4hU{6uB zpS<$7-ox|qq`>#(wX|wft7_)bRwc3_xz0B8HS^bQ*Zg1D?OU^~Cp%_*@7nH)kJ|Z% z&sx_Y&1809f#T;*4;?;d=AQFKM@ABCkGcxdsn8a2%p4^Wv>4^*G64YQ_qqF<@6XnC zQj3?zxGrlSBTpBkE;;qV6mTkaz^OW2cC_AYTy1X9DE6$*=3xf29RrbFUR)wng&~5v z6g=hc{vDB8RmQres5s>@p7im_?_-shA-zC2V3k>v_&2$dcUG!8ZWd&=~p#tVp`V><)bppLIKTE2zmHOiD!^T9B#9U186`iXfZ|Br*^&3QTkSS2@94~uF|z49!r0Q4RQ?EVtj!O+EczWJ zSAR7nU{6yyw#hDi4kt2n#wyPRWmTf1XZ(Ji2ux4qG+mA`0`^Yv<(f0w|5{b%pEJWr z%9S7{MZ>osr*Q7`7qp(gcJ^;6Xn@!Pr@{@RiIZl0v@d=OjJWJeUL8U!H4|g`DuZxL z1U*bxPrK*b26>wba=J=2_qwYQYFv5Y@IbC?VChC$8nx}Pk-9UD!Av@>5p`_(S)o^6 z)EzyC0i8M!4oeEYKUtOb&9Kkj%J&#ni}WCKUU2PP-P`kx3f}jGQweVi zv$U8wI-hE>sx|{*5Y0H*<+8JRguC>*ArLFs29?qc0ELx>TgHOV+z-TlI>S+bQV2Kn zBpgZrKWDQq=i4`rN5v4tiPhSt5=-l zGFEnKHuJ)Cv6axde`5>pg_0Wk^15(eRU|Ej?@edZ2zUSEwllNgTdYJ!2!6`Tay8hQ z_U+vnfHfZisevv3^Xwq`S4DT#fM@gqjX0JUB}1eqG-=UgauB#ZLh%{Jy;%wBbeE$E z?x2hT+q10It{AnaZ6fwOtaDelE5<1UmVHK6iUnU5eFUcc{WmOAll~}~n!l8dZ#Khs zpE}rBDHPe98DqlxYkG7Y-wq4FcY2S39<;=9ZCziYXw@H2RN-)`@cXqrWw3+rpw4-49M-#2FSNqVMYGJ|j`rI)mgs6%P}gtB(D!Pd z!s#Wy2>$7grrOB$o@S1sKMLtNp`PStdSvbk9bCK`O6+z2%zYm9)+nn#i{*Fe{SGwN9;y}mm2}q|L8Ev=sq2(LK zn@to**{)eZw0?$<`RDAxEsI8njU%>oBtZuSi)vZxhU?JT;#O1(@}G5ESP%W!IKkp; zw*09I{F&FJuSdCny1V5_Wpff|tQgUMeXpmi;t@U=me*a)~9eYM!N@MD;R{@?X!cjCfk znGyY~*3Pq2ziu%pg^ETE(eBq`fuC6?k3sukb+_QPhSBWlW`Skp3^2KmPSRW8$+J+Zmv^>y(%$$UF@ zQa0SApOlKX?VCJE*}w#+B_qcttPleymHF4}*hUJuI(~Nu=~T1H8E34Z*Iv$XVv&wC znL}&+#)g?(uN^Jn@z#iPQ&hSC6@C$P;m6C+uNyi!i**NTsS_9+vxAWx9AC^$4w@E~i&xhfLuLy)7TD6JFRx&#>h>F`o5} z0-s}{)()|E`lZ@&%vz%NQz^ZJBNssplzH=VN)BRh<`~w#Bdjn-(Yk5Tzm9G=*Qmj< zI&tOkrCzXcxa{9wiEMbK&Fy?QQJhM*7_g<6`V_MTp8#mcz=UNwnMPDQjr5K0n_%Qw z6Jsvd=lDAp@WLRkK5%fM(ihJjaCrSm8^(Ue#RsmX8Ix@O`X=Wy(P~q%_%799M8y9^ z4p~{=t_@2DAXCjwi8mYh57jkHI4F9{Gerb-Le#^iq^C_<{qN6!5I@d6EkJeETa)EZ z5i+xL1K%RO?2<)euO% z=b6ef`SPiML|j&&qU}!G)H5@^w|mxP3vHMCh2>a)a+nG3@Sr5tetxEs3Z*s8aS8Rc zf)_ZsMnky>K*C+Qj1tLw`+W}Qg8;|c#MLBIHJhX6^M8LLf8-Lv0vxh)`z}19@3Y;- zJqLY${gd0dQW!>iwSj@Zm(9jCUbU;6%Crv4^#g#mV6Yo_Z-{{x=D5LDS?*XKHR?#y z$T+L}-fX+6od`^(9PyQhH{#+!-;`WdW% zk13z;ibbwn_``cV&+@6PZ;4?gTIx$iKPYIbeYg4R4~v+=4TtOH%#wi^ES+}TV3GHX zaiKi(NDZ&X>(*L<(*tJ}=)N@ZI>^VoYp-^-4==ydt>zi)1%49?gmxDN!+3%2s_6kZ zgq{1|QoPUp18>Yx!@6hDG(n8%HHb*Um*}MK18T_BZT7#>A)k^cUbN<;fGOVadc?b} zEiq$7xfiw$EocbkF{>_(le}~R5B;^L^zIU!rA!~~ebxGYD87N5-%lZUD`JfF6 zzm1!{!2Zo8UH|&=y!#K^qR;`dROkC$7;)z<9N}j1ubXKH5%GWB88gKI5)4Q|p}9WH zyADuZizPd6suw11oq+<7eAZTaNzA?votipY2~H}@joI+!<61_>?T*7}7A~R`xVimtS%*&M-Ho*6oW0LxNzAyr&!fh-quH;khBho z-h6A^x5fNHcf^LMp#9}`Y|Q&`#lt+N!mg1k}R z)(arkE?)ROJ>e1H2A{BKf#*lnD|FN|;&7unfDBEY7Kh#>4E#CvLqU?;7i8vbQ#K0NFX*v4&#G0Py=lu2Gu+4awfEY-WZN z;{0TbL4FHeHeZxh!}LgU2MW7*=0rAWO$4UpI)fEEcj6*&tCLw^bbH1+j2GGLTE*yg ze$3uh%Po)P?1q}bC2u{q4c#)#9c!2$zu3frN2NYWzAlQKIl$@G&0L=Mw!=k5Ji4fJ zCg(mIx_1AcJZR_Ch>_DeyfD#EK8*MI8Gana{NJExtLEGxZP#NBTwb*vL zpUhQSWI48L8M%|wIwIL9z$Fp$a6Vk5`_Q{~vqAmyKo}h)+5MBN$-M0cU3I~!Fz(lT z84ok)Qb<~MQ*=>}J~WYEAqa4>?Ez=#3k|s#B7(_h`fqB87JKHKP?sAh%yaoeA%x`( z&Sf*-dQ){^sb;P|`GVE9hG@TS1tz)k8s(7AOIIj8vaJ{R&!pQHHaf2Nwmgex`Nylj zINc(_VNi2XP>9&(^ph+*C1oM2)Pj|&DEw|`JsD?EaU?CVYLzR>Ix z5f885<+R>kZj*sY)SdAU;~N5 zx&|zv?B#!2@R zQpo5G32Od>@>-koQQetnBa8deJ;4~$t&)XIzDeb9hC@N5ai{WAr0w%>u0~U@@Usg} zWKlF@bA}qyDaJ%qT})jH+Uc-J!`!DD;cyTl<$EqYspw4_qvGIVZ%At_Y{(V5c||6P zKWyDj?#9psduRS`kR`)2bs8z9)j0T+oTeX^h4^_}9V~;MSn=rL~?sn31{Cff6J?%FYyBc<4U+#F;%+CdM%hi4! zpsCoRZA}~Sy@vC^JX?ba%Z=#?ajE|JafMo;edUVgUGIDWlghRXHwO4Tt67 zF1Rk2=!tqT9aaD+&6?)oH~BNec}ET=j-!qZZ#yg&Nm%7R8kfy*>?U_ z-;iFmSif--keBx;Fk&%x^oAcAawQLajHUBRdyCi?AltNzCo)zZ%)oU7|{k6IG#jj zvh#K=j{0bqX!xFLLR9lcgYU>S%`;98>cv6!5^pnUX7kJXP3TPDTvN7a@$0NOh9l*Y z4l&~#SD^e-$F9&(D%Bc1w42`Y_9B>8B3UGlf*f?=l8bwDTHz{3Ox+%_nKb+iR)1=na@5qGCT940Bjk5?mFYcANk^x!sZ}15FGbx z*tG%Np*W&6F7B#WyCz?d-jH3F$Spo9A1~yU-K#|%WzpziZX=?4{N=^!LaZx9tZ~;( zip)m;n=;u09Q{=*`#AN{&8x&+x58n5P;PLFTnuSnO80%#`I%o*BcE5thGW%D;~RUi z90t?#xfE=T<@#}_-Lp6<3I*t!=4t1#V_92eqT2IKD}lWFJJHNgk>ArL1dliyv`~w+Nz=V zBep`fEmo@c`>O5>AI}w|LYRRG1w7SXQxtV0ec7V=mW@R4dt&Uq{d;2fgV|1t%|b&> zJ58Q|`@^k$=Rl;>Gn>7^^whj^FX)T?Q0+TtHILdRa&=&JzSVE{2hglkMNiRCfrXEr z$08|gC;=-yVFS65Sk4mKW|v9U34z>Y8q*l`7I%lwE&qrS5LcHwvRIJY~C zOAqlRQ!#>Mm5!7bgxD`xSB<%5saS#aADn!aG^5^U*9)iFxgwApsUa!*?y!IHXTTw` zmFx?$9=1TbYKw093rZFBbr!L2x$f5+Js#P%IRphz)I$YT{}aO@ARau5vZHhw`DkP`Vb;_F5j8{%&lB;e2Pk`M4&=1jg$RjvVhflfuPPHabTZa8)6*YGlZ+OU61 z6Akk>_5yL_twdMfKEs&mvF!HXCp0CYMrONs)iQ zt03gZ0ID^uy*a*VQq3tF3**KO12fXaf-^88q~khmZlmG)E>OBEOgnbO0-z1R#>I8m zr)Fvl(II9Z$HT|(Q|PY#uX|GJ@z&LgT+odOC=^k-#l&8_Q%~J0*~)jVAIrQ4=}D^U z8E1HzIUf(E0v$3KcOQIN9^ zs8<45lBxwAv~r_;39)wbCPqH{Ru>z+M9bCNm4+e8smYnKx$?Hw(15HjBxv((f}DRV zl@3%k?5s4+(cvdkz0(T;sLYGXy-YIffH7(RacvQ3t6#LhIsAHI7=Ug(F9KpUVpuTd1s&T4b9@SwcPZ) zE8--DSD$nVV((wgxmR|ddzwP_mLmj}kB|68qU%LFEGM_3nY4;JXq+863Kcw5@?WV& z&Pc!ar!RCC^IwkVfEnM*<~JfHdKB7+ra-pY2Bdt6i65Y^ODB<-u>!>Er-%4*j9sfr;47;OIq<>W3W( zpDnWGjupUCmbwV+(P#6fFwbVV7A!&z9Xa{=+AN{Jo~YdICnn_gTYr^dicNYaNy);j$6Y zz07O;FgMVPg|Q}G8N)aR8?So1d47)}}eLNE&rHp8M<1 z8^LkI<7z%6b*Dz{hXkQMD``y!hcIKAQi)4Pw@fxO}f z2_0g+Z|BgSRuikQN?Mm+KbkZl=+tKF8)HfMk9cAuQQh~10^4t}Ez)u>&I<=^oq=Iy zS}Iw2%SZxgxn}B;->=eBnL7>e%*CFB8%0P%@r7w%=9|i01vD#FeS=TNb3QAPFk)HR z`X{j_JxRr3QjrsM`&wh~4bTpqxdUE0n;4>BlGQh|JHX@~hVicq<7Vv@{w{h&6lA%c zH=wk-AAJA0?{^3ocFk$BOIiIW;Nl%zwaI6uHwlQkqwUWLuBR1@8D|*+E`D>0wQdO` zIt+KUf3HXcNK&x$^p2x}b`&gEQjbS<<69FxU`_~&DYcP@HN?-wE8Nvw)yB?(rt-PX zsRrUeQ8m5XugU6cWb3ql_NovLl-*|5SzE8UPnF*<|BfL)TSu5N&L|kJN};jlmu~0z zz-tu+U~+z|oP>=e)Bz#pmi&1N1%vGQYe?@!o|o!zbG-Xx?@66ybNG3Y`qMre<3W1I zoV0;Lhq8~o%{z5jvYRhEOva9d{}Q)Sg|8X$ce+;K)aV5Tt!8?>2V~O*&-m=(tX#vE z$o)PKZ#bEFH`nu?Jc9}~gp}W({;Cl_K>=D!Gnfml?YJL}t@Kn^pmEob!O`00JkF*O z=|@R!Gdj}YZMa}tyI14P>wTr4O)MCv95}C1mhYxe&Y(bFEutMWVxirq zHebV{ofFg@I>vS2k>(wR+LJX(9iL~6FkAnAoWkUvGGoN%a`DChyS=*Q3J+KK^%l80 z^f|HC=5#nfQOF*^#=J$Zsuz7&D`P#lP>#L?F9wd>wz3&Hql~Bk9hkHxskzR;$;^ zzwj;s=D-+#9X_Ap87+)0YNE4U+8{Mbk?kONc%8b^*lHG~o}DDm*;&G574EYw83h(8 z9v5gl25zDW;+~KA!f3o(6q9{YQc+pN#+R~wWclZW{d7xbwav#{CqJ~P2AOAdiUs;G zn`h1rdqOk4Z9SXtQ8DaShT`|O^PM5_B!!bF%R2LwI8`2bxb;U`J(FsRKHs}7G??f! z{Asg|@`e25@@-ttqc$pu9B%sRRH-xk^3S-==9AKzX@$N&dD=K{3AJ`hvPtiu-`|~R zF;%w8^qh(9cFxE$xlCtJH?{G~oWJyIs2d38zrGu9$y@h$6|w0gc8=WXYLL`4c#cvG~mB%!1*=U`B7O57`a>xt%+FoU5|yb?HV2J4($c zQ*!@I(vykv&-C7+M<)}4Mz9MWVW+yR&9_|7g~Pv%ZDni*UVnhNqe%jVnh8T@#@SEf z!-^tkb;rYmrg6@&Lqz1xf&T_5TyetgEPLx}|HdFz|Ft-iD*PoDzGJQ%gXky*AWTrb#6QLxN|(Lp8;YcVwV+{b3yYz3 zMoE6dnbs5%QcoB%gFl)f*MNy`b@mE%;O(o7<{8#ih)3IO?um-eW-8{*&&p*uIsT>3 z`!>+w=3jH1FnnYI>*jkg7==d&o!jN?Lpb_i%c!UX7cW}Rip ztDFzw%%5=7ufxpPwP6}QCYC?I$hzOS1U-(jsKoHAzR%of9eurgcBKILNETTW{Pk$S zS|iZ0+q`gsPs%uBPhxN~(iiu>=rij3-+Xb$$Ihzj@aLB>>k7RGhI~r(Dy@oY9{Q-q z`bseGytk(@pvkm~!kOZ2Ceyb=r~8s+Z+`6>&bf?^t?@5No5mHBH!yEx+C@jQuQxVPI7P$*Jzh)@B=g&NEh?pZV`RHQGby?2dEm`rb0&Q6Mo zW)+MSW?$LvHD=##G^PNp)jggBBsc938@OAbKs#Lt4JgUK@Gmm*Iy|3ribcVwFLGVM zJ=NIir;tJG{dlHTH2McdARxagzr6o$`T&ve0FDI(j`f{V&%zh{_GsLo=s5cS+md7+ zlqM--PS4CU6^1Gz8$9s7WZ5J=({llwv{yJLi7O5hMsetzYJ0I;c-2V632y+-T66EM z`6Pms`&$_0-!3w)dJX#RTny0nzRDZNg_5{S3VN;IK?#fdBo2i8-SJo-V05N_=br#9 zdI!kqK3TH_9%KbTs4N4Bi?6fUIUiK$&og=(7im=jle&)s8`wbG-grmV*#7_$mYLeI zB|PA+xn)ZN2>><#epDNrBteO>)mHbg9hIL{Rr~IL_r=MY{9YeQV$QNE^Bb7q7#A?9 z8hLJJT@A3BzN082(^@wbzlSWRfwMwdEMB8;;rKzpp|4751MUW|-hy_7(f@NsmTERi zK!ZBOl&xr8u2}`jDK!CyJ6A>NFx4ikiDv|K$;+-3!7Wz6LQl`-0ko^5LrBR=r0c)> z-%Z7{=qOiQv|{0sk<6!-pZ#o%|6$_yP(;T1elouK)r4HY(HQ3=TMlPR48c&66L~$G zITxWTd1%xBm9|sUh}0iuHDwn}-GrJrHPsXDPEp!2@_A9~3@AVR>x~TbFY94!i*ICZ z`hZH#qi7@6yu|Nb;zq=ELI%kO@@p&h2wlK<^M5Y*XzV+D>l1^)fEHy6TG6X{>`S;X zMvOgSC>pFag_a)!1WI?Nb`9Szy8^~clXsl`#3?<=*0W&~sR=2_b zE=8$sz|JAMB`o{HbE!5`=$CMxI}^vN_IJOksC+3&v06taz~v1a5di>71TOU~|4+*`_^8b4#Ol@$jw>`WJ8gnt7=CHtJ^2>lEA~EcaPfzzW}=dXgi9>waxn64BF|!pM6gzwsm_)JC5JN zJ+J=0%d6dXcqowVHwzR-LTtGx?Er%y&@NTNQ$xG&zxJl|L8<80w#wjz_7`vH5*-n6 zN~}xREq(H01q+3-r0F4?4%~(zydO8TP{qq%Ty6?yQQ1sH3`O;(?>9sd>E|x zRE}C$VtT2J&ZBw>*#U?ve_Bh?*PX#*Wr*#zKU8QAGj@L-V1@3L&e`b#hrNfm*7%W> z>qEVa)a95<2bP_)Lfn_S0ImTjI@L&_Ni&tREdahN>A&*hu(7U*GreDNt#+-)v(RZ* z*_f<$T~Goz+dU^WegUdBHXG_t{e{Vgt1qVaGhisQ_2!pAEXg21HcgsArXs>(UVHWb z-;&0y?*1mzfFF!I+Ak-%1{S)>HjXT`xm_nKmjv8?gnUhd@s2Qa=(_#N0Yz;PmcBH+8Su9^;@FY<@IB%)6%U9GQ9e0u>EnyI^4IRd&VurmBqliL-@!CRug zG^1?rbL_tA?^zN`^H+G`z=-Vo^ET+4(gHWJ}P77v}sD%Y@zNK`_qRYQOzWt3()p5OOQSn|g$2p7P zC4O4U^ol-IsGps142C~<0?X~wN!gTWtrxt&`)}@Xm&Untdim1m4hbs6@AA7tfx*ZM z6v$QD?zg>2RI_w>c*a>_y9CazSKnIp-};M}CFKYVLlw~t`8d;pVfgb_tAkf1;Z*m{ z0=4N2Yt?msS`;{b#Q6H~lpC}vJm4+LStlym@K6^hJd|tO$H>_!@fAGc^mT_y>=)16&QhSjwdNQGR zqa{noZd1dvMNNW!dtun7cl&09qfT-)m23k5fl6w-3*I{zUcx2IOe8FC5q$LBF3ZQ$$2u#mgA5p@e8Fbt|J+t|0Eq%c5FXmh;7I}b7_d@H3O$^(0 zUCz#n)v%$1``?=~o!-`rql@p^PCY2^d+Rt`N2IpD@{Qr~PEoyJNCqyvNHljoN`&c3 zcmrezssN1ON|@-M!Z0lPx_jEKTH+KJFaS=P7jjvq3(FGLUC~|2zTDc|-I>_k^w{~- z{)&L}6MOq9Hb4<_+wQbIqVRsWT9#m?&2i5vAUofaIIg4XJGdjK&i=2cGmFZ3pf%Z4 zrurEVLQs82E4PEh#)JDQJjPbPY#?DSv>m#G0VZUU8xA1$`uRH^qvPDoCR$ubj3oX=PW|TyQ_3vK$D`FIo)36t#DyK6SfD;i&&rBE z?2tL152>SCDONQSf%_8`s zk1B-vKp6W^FRVh8I-H4RrP|QZO$FNX$|d0*RGyhv2v*R6_fQ* zA(mfXP~HLe#{v*}A`0o0f7<0L;`{gSd1%+}87DE2{n#IOcJDtwqb{P| z?rCwmdV9R8G8+520~YjQ+CjYVdU~P)kE$KgT3t{A+ zP~Fo%g2MPnZSvrbYK`&zig>5aO)ZSeW3|f|yKUENHfMR~UP{f!%JMd3aN_qgqt-iL zkvdFXZ99U8>46%tlSCNPM}M~58jI`UFkLLM4i6++i|V>v#Gp5T|J@t|ltU9SpwbdY z3WVi9621R<)S*D6h_y=D zyS}|=m#y*sXXyY3Q>r~k!k^6Z;cD|<8qw4v%c5jGBAj#K;Yb0EHoQIK57CvfPK9qW z^m3-8q-^+)fK&Edb}bl9fBJ1*ri$2C2bp?V0cG9s>hJX&&1qkOI?U%4*NpMLXX#EY zBU0@l0P7_GIu(bc31AHwd9M`IISns7lzp&zo_&$LdO|!Gw?&Sy;V8SErB1dDUnTT$S zvwqs(G9x2VF^{!^FRS0CEI@I4@7lf=rj>>zcitzP3TZo2gn273pYCplKhjg^a79;y zBb0s40fORBF@2JB!yQC63J+lhf5=K3vjFaqy9Kc;_Lurf*K4p5>HnqJw=|G|M z63ZL{8t#8af}$Mh5<;tzk(WzN$6jIn1K@1OquS=#kPF{yDNta(Ru#S~r;0H|c~Y0E z!R)ed%@aYH;Ncd?BR22#Bs-DhF2#Zb#(-##dOJ5BKho~ycCmy|L(zH@bVqy44Nd>U z7MNmB=YWX3o<49iTCqA*J?S!Jip+Z2!BK$B9OiK<{ z@%I}KdjkadMBki`AbhjoGcR{P_-au@F79$cx#or45-0OVMA$FeDFU(z9?v8+2fv>h zbEPs*wWRpqMY)d54LWwf+H5K?saWcPzjpX^HFEIqjQZgV@G=FjD6jkZ%6Mx@M4!8# z0d<7&<{#K1KkIGC%IWFU<<9Mo-%LhTXJJ!Vfm6L}x$a^`h}pemt+ zQU_gE4M6fzM(pQc{~`LNo(qBC$Rl>o&u%%0ZsG#U->!6kl zeG>an+js=>aV1YGBMW?ulW6I}zNo}8a`7hOfhtrvD3 zTy91&zqbCM>C*P$pYH&`e0{dePC==n2LKZ?ZX#%xpYQRo1NNZH;H@siq!72VYm(vzN-iRB1wG4b*ZPbvMV$s#v{-PuKcI=&a4l6l6_l0zq&Feqx zwnf2#INMNPKP@|_!>iti!~bd56KGzfa8dcg3NGLWna+sb5hJ1x3nw_Yz-wb6(sH+X z-^QjB#}_BVevKP+aD5zj<5G~lNr96{7x?+)4=_B=z`Q$cTPE63FK9kJm5JTm?44rI30kMXX)joI_3 za<02v8SrN|rrW=&owc7y`;owHsVGYFG!2)@T`Ix#NbrvnEsUuJ&2phKuoO)ft*>86 zJA3_-U4gy|Ecj6dEvpV~I5(~H1bEBv-Vxu*uP)Nz?@0u0mxTyCgG|K;0r6$+(*>7r zzDc_ z7J}feu;946=8BWV`Pp(C(BL^^Bn%Pwb$1|okpv1D24g8DXB<7R$lgqj*-RGmgFh0DBtD8^C;9Nqai7&ml z^WpI#xpicvEks%6rB!3XB;}s7AkPr1#uA6&5+C8yu6pIe(*@#M$Wqgq$8giq!Uqu} zgyC9XfDj^4g1B*1sgaQ>@hN4WgG5oE!+V}FpYo`^fn}jyn*22o`0LZQnQ| z%$jT+)G+V5u)k$s!c+MVk6uEQMlS4Rf)3)tXQ=8RuWQgmq2p0Tn$r?KmldP8m;iSo zz!~wHfoZoBmzZ#jnc3<)wbl36H85(9DB4gdP@<%)bXaJwB2xkmj-4!gq#o`Q8gr!2 zwCWKcT=mE&aC1|7LTLC6DRiG(FT%Q#7ItqG!E=Rbn^5q9LPFiX6jZ(r# zH3w&|EeJ1)<5(@au7F0XxC(RgJD1)QTZrv&jct|AQLq7@ zZiSA5Z)fd1c5u7xcXf~g%ruK+%qp4bg_ct;{yjUOlFl!Ibx-`&?&{ifFH6+9Vmkl{=7oXS3o@tQkz7f)K8Hsj zP>u0ady_wlL9dz9Lk(CH^^iWsKThkN@GT;@7>!DeDv&e3qZ~01*_IEHx4t}&MY=Q` z&8`YUsD>VfDN}()Mvzf8tyU$wzJXKDl7|^v9$iiVnF*aCRky1wCo+JQ86domf#ji- zmdscZ?1b_E=qk6;=E?8Z!{pK7BlDvizs%>*>=H2d#XXAUhFGs)R(6Hbe#WstdKw+6 z4eFK5Y~{a4kBo${;P8D8jE*)Sw$Q2!3o0)ykGdv`l!Q4D$ZI3vSeV5IMShDePqR+I zz<4c3BVUYz)MP=klj9?0EnuM~G>1opSM5eou@=Rn_9izYMwT(Fa#wu&LC%?W z4g>S`L#9Fw&_{q#Pc7?x{#nQ~Dsh2_n(dMm5?PufTSpwp$t8{fPd8pv`Xn|Hrxy{K z0bf-bfipCbYlruBB`_V~o{{7=*y)<$loR`)H$%Not!6q5Qoo~$tnQi;(eBGaL`23> zyi=-2SY5~Nrrxoo4kX4i_Kv*?+`8XV%m&F9yv2!;#K0$!4M_8nY}0~&9%(7?caL9%1>oqD`r` zb*WB)bbYKNh@VB54v{U__F26;uE9gV`M#)9?Fk#+?TPP&ysV|p3`erooPDE!eHs0H zQtW4>e#~$<<>$m|qv_k+5&Pm@r(<)uU-E2PM$#r1*-Yre(;Fg41XW~0Vul0hu{Tvz zhkES{Yhw#phWO=E-Z*F%8PvH%MfxmT-CsJsu}prZtevbckh0&ic6C2wbrqG z;g7~Iw~Y@r4*eLY2riYRkfV++g=uI!DJ`WFj&4CH!_!c}r2s9uo67L;7}n7Ht<=IC zJF51`8_vDz7t1sjo-h!N4gW|{+c(dZF6}$syaCUDqmFlc6*CpnkMhBV2p&l`DiRU- zX=tE^5>2cyj-uLR6gAC9RrJ6#!-lY~4PM0O$4qdFS8Y!Y9{p)%RYJ26McEW@&iiqPr%3C40|?ETdoJ}hXtv?3Kd465oCx%JF=DbBe~vo?}O9^y~X`4Gpemv^!x&=B~nlmb}VKN!^l;?zn3H zc+>*q2VhN>@lAMTSE4_lcs`kv|eOm4->UoOy{+Ri3Qm zkI+6D97_7!TuDN$g~LSukse)g_y;AYzPY8P@=Lxznl749B{fZJBPPL(^ct^TyWjKB zB>2Iqbb>s!B}PJNG*nbM;6B^$Y)>M6Q?1Wu3p0XoAo56x{5({fstVL_K}H|7G_s{K z>FGl?B)xhq0;RM0n6m^wJe7@B8@$2mzfh>dWXA2EAK+n{t@j$aaiq`dzwxC#>6o}3 zxnA|_-fY>OH`#4Nkds@Ic?x>Akuq_mtz0AJYp$Z`*I6h} zb4Qeue+MDLCu@{TcCUtP73|XvyU-^dLw&b=-HdtkIrtDTGeUN}%92F;893FGK>45z z6s5v(G=>vc3KxMSrA-3i4DUde0+&Jm8{YohZN=cWgx|L-2#TZAQE#Ta3b$qRpPG-e z*_c~4e1aca5kedNeye>p5VmO~5{HBDg}HpI9aJphS~pi?D?1rRf;I(yr{$9ztgZmx zElkV2gP$iIDN7?KOEWDOiuNL`P$T-O21)c&X_97kSCpgx-Hi0~^eW)W;P2P5sSiIL zupwF9Gblu3s^7C)51LZDAr6~dj|Z=VJma(rMpNYbO6nDEf<)b~MaTVAt%Oz^9)^f4 z$<4Q@m_g$EzBM`qnX*u;yYxe3Mm5!wmyJ*3T2gR^_ng0Zfy#0>$mF?Hz3sipe(ML6 zrK8Sb==5V}WmFS+?U?P$f3xiWy6Ur;p4KcSeNs7DY7_eNbc9-iQaWfsAYVVe$cFDn zv96M7mmnbBAf3`uBHi6c zEnNbF!h&=xA)QM%Ec`F;czyKy`2Tx$Uk?`do;*)sOTg09L|BoxpBpa*sj9Rk88Na)9wf!V7` z7b-*TqU7U&QczPHk3Tqxz1>z(^ziC(2ZIjv6EZU=IGX$+&b@o_{#@C`mJlBmfM^gu^EgZ*M;aBwJE zKgCdc;39aNFU#8LF!vk$LBYvK>)G!g+Eh?ZzZCFKGI`=desMKZN-a8()%B{odjQUM zEWA*()UtS4hK_`Ag$eyl>z~g_GG?h$zq=4pd*L5$gnEAZk`e}Avg*jYet&Bh?F5GH zP>PE9TDfD7kbw!=_&5OrBu^{3Q~h!XaZdi#<-boxIgE6%Wu-OAyID}+*4@@Zh<6e^Zn04~o|V>C4%g>Q zb#N%Y>S#Iq8Z&MySAAM$BhqQbupNVWi}TNH`88vJr}mVUsJES6&rMWRoZEx>TLY+b zcW#ieD4OEx7E+smjJBQSJAc|BHsgk?w+L{HVw7?@=;sUX;lGy8oN{~gHXA>dc*p24uEWK0`dr3ii-kE6>p6e-c z17XwNnkbogMJL9xBHotIDKsW3YkanImf48ay;1X3&S(g&SwlBU7*fp-@0plb+e0WlT zdnFNf(PG>8G>*al2bj3S+u>xhHY-!u?IIOI@cXD|+%*X^7zOMXZa;*7`#_B3&F`<( z5!SNRzl3r=3{~ndYdU6U-g4I$ZTR#R?WBN<)GrY0hTOjmlE>zD@*_YiYJcvt&vBx2 z)l8%1br3p^=r>!i-+TY%oxW)D89~>RnKIOj>a0+w0q&zigMCMFiW;qO=O zf;-nCwQQOi-N(SOerFo-8|e;cO>Mwjj8{r)c;(vMb|;*iM*h*HrXcxuJGE9-NqA*D zQ-gR88=CiU8C!>Q!cQ3tzb9~j;)dR|sCvV0d#f2wCT@>?Y1!Y_Ct{c`Nx_XcMkv<2qy4&ux*_U{KxFl%isK-Iwa$b=V`nI>OqA?=DU0~IoDfNdoLXYcSFy4C~IY2?Tm@tQhTsEjzs$OC6S{U zbT=y{({m+}U8FrdVi~ycm^N3<&C`Cy@s>Vzd8wp?7QHZHzS;3Nr<*d zp1b+#8iWPqIcl@@$*-s-RVL%uV6#3&!j|Ae8S;v*Jm*S zH-MW<2Rz&L_vm8|4|vJ^^B}9IH=`=^kL3T|3s7wu8ZoodxA1xN-o4*FV*N8^{>ij= z@48nLgG^TlVEAJNRKv35YZtdZF%sgN!x<*fA_M&B(0lf+H&;eiRxq7G!!V0%&T7Sr zws>tvw3BCkd-WRpH~Knm?Hj#|k@GcUZGb;H4uEe^K0euK7v^_;>uv72?G!)1_T2h6 zl|pJ_{}QFt?I2Gb1H4BSWmcKtd3~g0wPl zto=K;MH~e#4mREZ+-mx9%+z!xO*^5A;d2gLf7s0YYPu~HTl{zuFcy|)MnbAk;IK)N z1+fXYN4088$X7fwUgz*T*8aO{IN7k-@uahOlj91cmRC`sIQXLFbw`Jv`PsXftTZ8e zu5_;wi;}eeneL3vvllU^0^X+HCf!Sh_N{se^N|XMb8h9trfz2!jMx%#@c2%&gn)p!WBFJbQ**`;wm&DjPF)6E{dB`z+{5^e zpsd=~t5?|fVwBVl!D(y3Eke$b&6y|WzIZrA=iB&;TN9HN;)aac=NYJj0 z2uyYJ+(N?Dc(I|fi=}*x`Q$;8f#30dJ)mQkie}2@iPfAIaR*z)-ZtBfcj6oS-rp<+ z0K)>lRMU~YH!&hV9SQTStSoCT4Jj{sZSj;WTF$_>Ja6`~Ya5zm6}yw$?re#`*Q z7tSScosZkD+}@lBgMQV1& zEJKVQNRuOnmw<1YYcFcQWWXz{TocWHH6&hrZmWfu3k|hpW zbtxA5PyY8Y3;dB)F~RQq(cb@CKxzf@Y3J=M{8Zdx+?wZSUKWvN)W8(L7HW!H-k=TS zcdjsI7_bNqiz7~G?Uz~ftH{3yTJYZ}04pZDwjiyWZcp3!+$~qiE*iSWHx_RWdS6M{cP(_oP7hAZjUoe^e%Q zf^0&M9!UxoT>l2lc#Hex9|R|)H6}k8XE1OVk*?|2xIoo_lUyFsihQ*VLA8!PH{xljaP*;*KEl`j3{z0UMJ+13y`)=w=hyJG)4i6!r~ zVFsM*ky=>Cr?9&`IMs0Yi(&EOilOKX&aLj95LgLy7yNeMlo0;C>-RH3L;sP}1TQgKvGBr$P`Kn{$N z=mJsk)1I)YaaOy58ZgLo;lvCGE;)< ztEhagWnYQ@f|j$FvJwZ|lSvR8MPs%%uCp%}%CmT6kU$cef6qF}n#dYT`cp@*OE=6M zP`K~-$o{a>FqxR==7frtNYaspkzM>funHMtWJ)fRxvHXb3DZVI?&JJiJz}$*KxQJa z3J;MfbAh9OntWzZtITey9>bXp>BH+Rp@VVLvYK}sz-iKIKs=zkjAv@mwIJf|E>wMr z7e@@qSi7{DhpZ5gGBoJJ+^~7|(2gVn6eX3iH7TG5D8+GlD8a!`WU$t7UMlYigQy5q z#i4J-LA{$}_&H&sP9jH=fw+=6O(rL=pW_`{#_ADMJ&PCtAJ5-EqUXMQrqEAYc`R?m zPyR4l^rs}$66)8ZTKf?B+vONdGUwQ4jVO<3%mwmc@A=E_j*->S{QiGe@8|2w-6UqlicrT^QyC90F;_uV zC{XujE(lgH?7=rCmP`s41DU>g^1zWsWyMy4vvxuzLM~+DV9Sc@F$>G&{oJi=X1e^~ zIivtE@3en{Rd5d~2Ad@4MXbzv7pm}~HAPxrPXg<0Q< z7R)or=#S|jF3eYz))U4*?oMutD1DBt3HFTFxxR=r)DFN#Z^ADH+%NYoPjaiVJz`~Uvy;-G?;mCA z@aj^>FxW$037{}O!im*(2_1285+GT(|LpLbc;0+WdnCX}-0{Z7@W|OK}BtZ#@_xe!}Qx(`q+i#JWSTbE_^?|NZ*6 z{E=(kH6d;&!uf6HK{H!xM5GZ47k^9=SL(Io2ScWSK?w=6`Ecm))-p3bp4B}ee%g2| zG+ZQ1j0xxwqe*Z)p@J$N9vU84zJNv%(~L^^zALpW$d&Gt?)2yIBXe`eq&#)a(9Zj6 z1|1X+5O$Ph8}ql7aT5-L4-8^`Qtd$uKH zHS{n$g+Zvpx$ZMgTB>!LpPY0En5KHhz}z{@8>Y>tA=uzW0WVr@s~XAFQ1p;~;LMr! zXec~SD6^@(J0WZR#_V!k3AS}au}eC%-5CuU^S zE>drm|2p}YK;e^7&!t7+++D>CB~(q7SUj08%dJ?HEzL??ZjGe!ZL0f*78mYu7Jl6U ze=3YmkA^U=!#xL#(oO7RCv;dlx_Pwjtm8YAFksK7sz@Fy#`6I$9hYC>HHzj+bCbFG z&bTqxc?sf`#988mu4vN9!a!xqy$nkyOlA6p+XFd!=`)z?^_zu*D1Rqy)} z$`E;T@FMm;E~eB7*=G(ZHvBwomy|nfAd{P^*&2odCz&H&d2?!RiHG`2H1EO%5iS6H zmDpW+lcQg8Hh0{m7k+XJarS2XNZR1-HZbX2Wp|I}ulT*fLaLT6JllK=pM%YSCw1c0 zICPZG!=dxWGUSM^`t1{6nZ4Y z_GURAhnfjg?ImZ+lgqrYK z#>blYQuW+K^;{BI*;VN?e4IX^eoe!@82&6bH9SR#p!&1u1FpqfnYh$VsBIv$e89Us zMPo*^g)cRH=3%qEQi#3`!Soyh=Lj+vGIN2b8cz=@GdJgMitO`NW%)8!fp1pe9PDBS zHE>O$a#66S?>+9cnI5RkQr%kyZepU)v^`qtLMnPDG@(@b!I9mcbFa}c!yjPD$f7O3 zXRdhwoOKNU-n0I~3Zls4$mb=9h{zJIs}{3j}n3X{BY)6;axN3r+g6;x9? za_K%vmAp{KEIqLB1){)OH|P*q$NA6NS8erhvLdCcJM*l$YudkKTsdw%Y>w$?{0;bdc@!JPIiCVLPrbVn=8d$1)E5|m*pvA$DKcrKob&(uD zuai7R;iutaLEfO(#D)5#nd$RAA)=;Euy`nqhyQJa2Ro0NFu?pxU+$W!to3KUvIIU9 zo|naq4C~S39!?I5$3dh{uyuVI3h07arqJ9&$^J4=2HXHz|>u5pHE+nJ(f7#QZjRrv}tsIW`?L~F>R2})6 zi;Aby^u~nNO^?#6x{O{MA&)m_GXh?#-SHHbB3~b*q=PFnZumz})ccP2Is>pmFsAMQx!e$7hz3GDlC1~+K1{jEN1 zB+tS>#lWhefwk{-6fVaR-7H=OXS1LoyxXqXvA=EmmG0ScWH%Jc-r#5Z!h{UVmp5fcW9AX zI{>@REe$1>K=jbAD0{d4pRoi3@Wy4&FRzppmJ8>ypb5q?I6F&QoOi>ng*5sv)bROS zEZ+Cb1*p*EE*$nWP|V<|>|6e0_kV{-Is?(|d-}74M*68k%02YZ9e3$cp zYwWuVJ@@^}*&&ljpjNFFCU!pOOWd^sU`tP~HjFN6IFrB|+koQ!iNk;W$za#uZ?(VU zjcH?{5opL*d!caA6Mz!xyILVp>-EbdZ2`!Z$i#n%Q$E>Jq|b5_?zNm|zYE|16K=Tw zOAUEzYhV8YMKV2(;#j9-4#}GL<;A>$A~(!aEV8Spy!I}CR>*kz0a*AH1TG@MUHy9H z-bKo^A^W|WSwgB*~=;Wwv(^0Uj}7Uz%+|({J^bsdz-WM?8_k~ zor3~Q=Ou6(^kLHdn{jRXU7FZEJLBI(WF3;pY+v+;OX}x9i zo9T6~1p`py`%73%+rCDI-DLw+A8g2}nL)tj>Pw=nh&#R2ggE-|{Ka*BzDogS!kI7z z>FiJqT`=eCLeDgd%rqYnK-Af7?(@E+_={6+(Yzz1q>Ijb(UI=R(+hu8H)_XRb~oct za9)y&cq_r4B}VvPhX!5QR^1)y#r*OO^iD`VX3Lpgdl$o~x36K(hGbOSC>A}so}+_| zM*gIvrZP2wf_~;>?WKXmX(ckC8h7x%DJ6xndHd@*nXO3VjN+PWsTPBVO55`vrFLm5 zTHVhxJ(o#Eax3?(|1igyNb0xdR@(=RS-#8r?iB^gLczo25`hg(@9fSp0MPLM*>C2^ zeE$@3%yD&cG2L_C@W&+Iy&OM17`Q$ct8S|dN%|#i%!|P|t24PukG_^7z#t)`P5$j) z;7uE6=Xk9EX#M>4%DS_7y~h}&?3oMj|Gy~?(jSl~hwW|4Ug0YK>VnW58?jj+xF^2g zMp!%1iFTp^K&B0TVXMQC3{&Q)4@#n+5pxeXsXXlda9lQRY9|}!5{TV^qRLnkXP9MT zrnn9{St}yK9Wk&4`Iubsh$FiSd(L^7+)w_efi1eu{Sv0LjE-ZoYgNUhKbe~>YOZX5 zchLEf6g}v+3{XB9osZ|sP```P9rxj1isNSnY?E`SUP8cQDtd^15$$LcQk%}K@DZpr z%nD4B-nr4R-RM~!CkHt`S^$*O1{WQ8_65ZmxEtJMLc|Yh3xmFl z1Lh9Rx!FcUMlN!Ji2W3mU_P{C|Z-ImO z0EN^$Bl!@u{1ryec?y1OfB*(b1il>i*yvc5WQkz?)8NX!25ha!ol%J2>^3u}qkw{g zj1fUe?TE<^Takzv-JbxP=YO&3A$^zxTAT!&lT6Nn=g?(VYVx!TR#**O^mp^+QSfvD zX4HzB98SB!s5Z=Fh=aU1^b|+`*0e!v+zr3B{tMa(|IY=9X)%atA0!6pA`Z|)y$pKAS%hvyYdA@1P)3)l~MVY?v&ql1^_-Udv~JHQrxiH;r+9UdUM`H3D# zOl)Hgob9>N=+AU=VsAHZnde1-i-WMS*!?nao6sWyD3+|b?XYcQukmfv>cBr)$Ui(=#Q1M@%?%Rc zP%ij6@{_fe!$m9b+X-E7Hi2-XrV3cLtmA-dbOzg6+>=BqXRrFG>}^B_oT!8vfVylJ zC1u*l?B;Lcv(7jf2R5Ql;ZV-r2~$Dp$cucg{BX3KB^>{T^#SpH2gbKKB;r^44jy8C zi_+x>Xk={^9_@nwSUy!#Z242Y&slR9oOd^KOx4sv7i4}AY=eSN`Vfrgw}ToI=S!~v zw=u~>{A22~nEU+ge)0uSTV|uRovlHrkqX*%1oo^$x_?_RXGm~EH25#R2irUfB4UmIn-9=jm3JZXoG>-R4bYuj@9)lwo z2>KEatFerJP1}rwh=D&$1oE|{vW$~b#L0on`DT+8OlXU)dl) z;i6@Mgn__rGS08(GdT@0)0N;!&#s@dW8Y3KhH@$+YUn^b|U-lbletDN3E-Wn;iUfLy8kx z<`#v&>VQqgT*+PCB-m2SRG=3YfkZ z3D^sr@2n7ftfKRH4fFVo>mlJ1?A~r?#EgYSH02DBpvdtPP#eUw!Y%Oj4M&Kekt>2z z3D)6uMt-asa!OW%7D^1*1f^)kJbtwk#kC?5T_L+NkwHahax zJH;I{Ss57_X(H{8c6%4Bv~?wLZR_{`_TbG8&W_vlm|vlQVe*5`GuyqpAH!~6Ih#+g z{UsLN5z)_IIGym@xU z?K8h({A~m6>6};VWYf&{5^}RxRp{RBPYI>feIysXL|K*yA5uZv>+KM%w1&c-0sR+$ zZOQvfbG4sjJ0Ip3?KFG3J>4C~zN$6zvva#Pe%kmr;v3|+0_Vy}<2cL6v0Ew2UL-sv z;|cK(xX7&6)b(P%x_81)u&srTrK(~m1B0N1Xwz!~pys4B>8QoD4;ABSNzu~xCtpi93JWbN=L zQl-@D{@Wm{`=7F@fSTIsxwIs;Lh>CB?h#hPq9-mPDE8G_iz-kc8^5`hR&^%9M-$j@ zF@N6mxDB1w$(JDz^qx-j5(_;5dae0Aje%Z@8H9^ZLWgX^g%_?s*5<6{OIkGILH7s^ zGap$d4*!8aeXyM(8=4!E3x*4-+cOs?muD`C=V=z^0=Y>3;=m5oob3BDXvP>hsxtoN zR1@Dj>QGd%m?UKlLbLljI^;SE@@9O(j3x7X{IkR8m=$vKrKI9%6jauafg(r&6B5yV zm*7p%Hj~SjeK2(26qNl49;KWYlREx(F|TPIW(Qnnjh||OYdIqRvbKY_!x@=vVasF4 z_VsPd@E1gy1fz#u?s`>T{tdBAr2VkD*XS412*!nbBR5d1%;{zCJg)KF4$I@XM|%X& zm&q@ijZ!625{&dB2K_>h4Q52??<)^cvw#Q(jR;C&B^i*A;)NoQOnE^C1nqJ(M?tIC z82DYm1eq{zDXWp4^hbsjmql_4#zP-v&#i9DIa}q9=7}j&ak>4x1aQh*VJZGM2$N%F z4^IB4i%+7EQ#$f!*4?pF5!$hDfP_shh4ae2t72eJq{228X<;D~e_KrP(DyRJ{dNFh8_Hcfwt?evmOIzt zFL>s3A4~a-Yu|`Xlh+r3ac1I# zdbz?RDA30D4i||FV^Y2t^WJ+=<3tP^FhzdnlYD$U>Qea<665D_gkAkXw6UDep&qz& zpU&SC$Od8GSB;B3&qAUqxa>mnc!gF%!ql0NoNev^O8N2d5lB0hO@`2;gC3{wQ!@HE zGPxxAJ^)G0JV^e?C1>?AN8G=#pIrJ`cUUp?L_}C~CG`YGIG(F2xf#`c4c8(~7ow5K zFmC3rG$zPDo_e?T3<>+RM>oQcfW4slz#g~V!ONJijCcTZIQ*D<>mHwJ;8U8v>Eac0 z25j1BZmaff7-Lr*NqM8VfjhTF(i|yY-^r}phnGskN1P*`{aVIg!j)W-Y5R!=Ie1)y zdBV(KN(?Oa$TceT=q~KBJvIo~ql+2H!ULsulFUc?M%|BuUq(YDjm)q1B%WD*5;|q9 z_#J)pK>_O8mM^r+iQ!Q=rabfT=qm-)&=+U{g^{Q&Z!#-zvL9G_9~u+stpqE|WJyx~ zkd*A$a!_Gbk1>}EDy1ciJxbWrPkHo7q%>VS_MX&fF$UD!K}A*OKKL1xf-7E*lqzP) z!(#Pfl#=u;B6dI^r;A>^wM25rEP>q#${+5H1ePBg%Zv}A;G-Br6GAY{<04XJ7Gk~y zS!|%+qf=#kSO`YOr1|g!J)0^y)gT?Y>B15k1?La19LAiH&LCI#%eVM7LQv>l9S)hTNhxC4E#iRd_HV5WIQOhD9jPb^kCmW zkCsjh`>Pj+*L8(o#7Bm`dOBo-=bRusE$4J~AE?Aik6o@{gAcpNq>y zRSua}h$^h#V`05{Kvb-=n(M08I{9VSs#N!B^80=S_mLu2#0{~hda))ISSB!)re1wK zVy;r}yMadjOBom1ar#`wl8xm$z~EewL+I`)KPe2RR(m2@uBzBQM_=}~*}VE?IDfL! zIWvDW!%xviz)EOkMC&klX4wh40Z|1>rtR_>{ zEGbH34qX(KXVREN`M^C;C04>~6Us7Ty1q(rp`WGvk#me?=-#JByQ|2`V1h{^D)TF8 zJXKGmxI76{Dr zeCUc9v{gs*3 z{j=~*CU@fPH9L-7f2I_@eXkTIJySx^F}{Qp+Ugw`yQH<8@@Q0?-@kb)U!9e>B#&8B zu2`ormAZF%&G$$tS7)I}XNVnaKuo1NuCi|CyN+JrMl(*7`!RBQTV>lLYtiO3mJjzJ z=kY_|?w$0s3WEh|2=CF)dCH5f;N?3SN8kS?VY`DErT9mf@08HsP%%!Od?q;4_*?PXwt1r($7*4}OS~eMNV~aO8J+)L(V| zb}XTvtb$oejxK_b7F_YfHR-qQ%Qo zMt3U>;fU@?i|9sa#XiHqPUZ)@-^jCOo*c4VEU?-&ZXMgo zao4&5G5x@L*WERuC8Fj=8rS|$aBv1QA9OMD`h(wjv-{l18j#G+eE*5u%wFc@zRxk- zX0=o0e=~(D{3oVxs?>@5g>uUE=9+cEabRk8$kd!Q^1-H?rszo$Wvl3?8)^S4`#%tp z3OQkhpXVfvh|wK;-&Q!EIfMromj(0}mb78mbSe;g7t$m1N4jVO|9JBBJ*+7D=)CH- zPmtVNBqpW821pHc&eu9FI-j>>Ec+oHp8W~2&C>n!mERX}xLcC&+u57f04UnHIv~yK z)^1dZUl1^jqGRaK0npf8R-0F36I}~7a_eNJ@P^APudgZCQA7loq|Yz}sNMJiWgf@A zXM66?{q&IP`9UlOT0YgH6zbBJ-%n^XI~yAzYJ|<&dk9x>HEt5s16D;EZbzQD&@}Sh zpG>kSmR{x;oEzz-ZSRVY&+C*VgHlq)lJ?aath6R7oi*=H%dAT@Cl-JU*+HN=f>IWW z{TaVy9K_bS@A`BX$ej|+C3-u&?-fNO{*<4n9zt8jE}9(YueTkDONC>iV&Dy9p^FF6 zl!)OzZ1hGi=4@xVi-}i07v~R0#0gXECEVEldb@Kzw_RQAc46!Ggz`4d{ib43*p07q z{uNS&$oG#icNr2wZ@js97aexB|9ahDL=`+fEIYA?=pit=9{=`DLBdV4vrQU!eF*q+ z9Uw<}`#kQjf%ga&^Y3^Vi!Ho*`>ymU5qk|C=Mv;1Pkt`s`wx-tY}k8mZnIWl?^g^` z4n&3i+u-1+tn?0-h!UaOadDBha4VQ8;wIYJrUdk{z{g>7hbc>L zP#moGNjTWHw%_K2c^kcHJ)1uKs|Dx|ohYlK)UPh<>Vx3z<+;z+^b*LM7R_akM9{9) z`5gkq?}R+=@;2;d!L$$MuO>1wy%qombL+kqh@^R zXcmZ4wEh+A94CuO7SSD~^wttOCUIRUah_)+?)C!2nEQ2F)OD)HN;ed`K@vgXbEe(!^SnCUdw zO^LXAA>-qjdfnmKo#k_<)`yMpvp3s+$Y&a6Q-PIPBZFUkN3K53C_-V}3 zK*W5%cwc()0_=Syk%^eA5P|S zr^|QD8spG%Z&OdET+l+82%U^JT6-HfN`r#Bt7| zp6xs9x_8bpx7AVaR;RgR>)8Rf3J029SiZ~7vjSRD(T^3BFICYRQjEUM&IV~O3 z?+9KJRU^6+%gr1bEGpX;^SPfdMSuScEax-^|9PflIK46F{8UCS{b z5yOTL7B|)-K3C-Sz4iiYywOyjSSr&quPe17;qNgM$nS@pz-%yNL@{KoaS~SEuRG+ZS=A_Np+hplTk0v>yLL9%&EHWo;e@E_ z*Kelu<;A|{yf#;tHCVqt0HKfCxL&u-A`QiJ&sSW4NGN_{;l%F3;X+U(XiM_@}A13Ttmje$*9j~8$3Ri58z z5{Y@%7i%{7_^F$%SFErm-jr%AT-{m?Sky%r!Zq7ZXtEN{M!okQ#EB(IjL@*wTF9E4 zYwYNd#6{|!ol~UfkWA=OoSl~smOe@eU14R-WB2HdmpF+?OlszGWX5id<~i~l4eiRLg-lsgB9S!vbDmjGjYMvJ z=_GAv|J#8o6YLaz^`6+c0o6(r5NAiJVVp&rW1@-$k>jH{3!Ud8v_q^bqO3!#PCDiW zYy+ahyBiZLqP#<1F~^x63p_&`Lc@Bnj92VKp|%+kf+xoa&aA9EiAQBRtLghnrkx}AR`QLZn43*27g6GdG6&-ap=Np``YDRl5m5+inA60Cul`5>+NoQXQnOE zJm$j@0$2Hzr59SMVb>4OzH%;Kr@j_l6RkR%ITwPKO%Gn%?xZEJA5TMx({{ChJ7Z6X ztA=B2#HS=qKWPm!GBP3>Ew+|xg8*-biCX5sr3e^{19zFSJJCms6tjPiIFPRcGTN|%gAJ`ehjOr`YNB@m;D z)+&B~-T8rZpUjZ5iZU}iG(_ubZMSpF4m`kKh}^CIiGUB;8E~lQaXNR%>q-PyIqXLs zmb6kgnQh~sV@PVK_&V1h{~6iWh$o@t)p8%=YzH@`!K8XI)!0JNcoV#!#kSdMhiZ;oqJ;Rp-!E>qKk-(vMyl=+;zUetr$ADK#VkMH^G&16>ub|HHY9D)!;ccJ zx&{cJo!g&{R{Ry#{N*+4u1dC_b{q|yE1h-wnTrPr#Cx&*X;Oz28SJ=1*9LTF=4XE8HFtX4#0?%q#3AgYi%ij+Xa zg$h)aYgN!1YG_oIPEuIvR7HJ9_Zkl(xipq(TRy0}`}|NWx%;*JYUJS4s?tTGxT@i( zP@{f#&0d{1^HE`GDu;S0moH8{Ids!C*AfOCQcYz=2~(=HL&C*d9mxkAp2gLd4G31$ zy1{qO01c!M@W41s+9wPnrmM*}woE$o4AO0fI4f@&j9MH%lK#w$do}-5$H&##)mi5v zrd>xaYf5EBSo64fz5ByK4mV@S-g_$@ zAYspWu&8-q)Xq8;mxNgPK5*e&5;iT%Mr-t@2eN#mdx7NF#+2)yz zbCjLA3dPGxL}lY4F5~!W&IZobgvn;yxQAQ9AY}q@C*6J8^OpYCTHTkGcF`@;BOdqd zX;B;~o4wy1Zf{?CwnZzo2v_K>Gguim^ef5Q6-Ftg!9Mj*zv*EJ5hmO?Rt6L*3zL!9 zjhR02Zg1Q5Yd2^hKBX0aPeRNt@rOS?m{Tgfs(9VUJIuS>$}-f^-sp2V>6QuRfEzyV z5^-ksJTI;-erl^?p@wZig0SgF%s3mhIl0}wPqR4xvKb0GFj0{V_3GrjJ&~jEJm}hr zqksp9f1OB&eTtaIZj#8lcHoX~vG4`%tMWd5)pk7(Gwr(%a*rStToCg1@?P{LZ*h%8 zpM-DMRWfVo_+;!jGVe}(9?Iba-&pO0wGT!43^tWUXza#Q%PV%@se`C5d=Kode%*P zMv@ja$A&}1fp%TxWqL=tFgx6>ckQU>*ny3}@zKPq9~#tXEb2$RB?-Ktp@AgPGJRd+ z^Zi8Z(Uj?mM?@Uw0U>O@R=ucvTGiNwYiJ?1BI=cSo<0O4+i?EsVeQcl`|2?Wt1WYM zw6n7Yy}ML!`xPkr6Yq{OGOnz<;#5pl>-9}IPF%G{J8GL5RZKZo+EIEG>z31mxURNF zSna%Ze4N@*p?9WnVs@4NeIPD`Lyl0lkg}P7UOA?kr!VS>6^WbQU@@@nl|QC2E$`

#cM&F~*zWMG&p);s&>*Q3o=+KIlk?owiNQbr=sk_h%Ej`k+nGkMwHGA9S8fe<& zY(k5`o1KXor4*snxiT}-8t6m~G^Ju~JkJa==rJ^zt5jijCTz1Kg!5cvJyCj4x?WSG ztu!PeN2^D*gTlIayUpri@jRwYYvT1amwHw$&d7$)^<2%cPnJ*rglMm5%nY#hwp)$0 zina0Bo20sz?H1Vz8d+`}j~TU!OVnKI-;HY-ie;szpR8ok{9@t1=RXPjzmR}Z5j+?K zdN{2h^GyB!1^xeM{wIO|B=DaE{*%Ce68KL7|4HC43HaYlP>|vO`X|QK-7J>de`5Jh j0{=JA$8L>0DU!)blFJ&sFj068aKJ;2% literal 0 HcmV?d00001 diff --git a/predicators/envs/assets/imgs/floorwood.png b/predicators/envs/assets/imgs/floorwood.png new file mode 100644 index 0000000000000000000000000000000000000000..48c5e4698dede21bc7955a7cabfa3e9a0afa7df0 GIT binary patch literal 2980 zcmV;V3tRMwP)AcwQ`QVW1gKQzZdGAI)0QDe#|elH}0s0NT(g(Z=hpl|>BXC)A}DBk4l ze{J#3cRxQppWVN6_@4hQ1$yJ}Z%bjh?lGI!Pw$*A9`CgYZ&pjcSnB;sN`P%uB|V^I z1Vn%_H>>&ohIgb-1Xw#5=G$q`uM7{pOM1XLZ&Vc$WKT^RH!6bQ{47;&V}-jRts_1J z_#o(<-&2#u%@6|M1*viyE9v9-4dDiB~2MgTIU&6P%hpdUU%Ef*rvl);ZTZNIsKsZGz{@(0B}>7 z$&3waWmW6qRyT356>XXnOJHF>UPMAfAeyHB0ccXsSwTge1`!#MMIeKs`V|WqAVsJ2 zx4--;+YoTMZ2Oa=`7&31W1=5?rK%^hW?a6Me0ns`R$12%FFya>gXpvBk~llR`o3%3 z$_df)~s`qa+v5EKtw92Ag{bX4xeW{oauT$fAZ|rzq3_1BD&tyP{4(8eE@vam{qRI zj+z4ic(BhpF4k^+bU1%hjVzDf@gmRm_xai7*@NRI`oxKuLQ#<+1bu19z!Vqq7Ked$ zOyOQ^d8WeLrwOPD3L4pJJ0Db~=#)ohn!Ygv^dJIFG&~%@kfKv==4EZms$rPTnhNzq zPaUg@n-rb$tBbM>GpkJih)_xvuTDK#r*94-NmE5RI5t&4b)ws>t)~HD7rBiQHalc2P`tiAc8Y8>P=#IOHb&UB>9K*N zp`wJG^d&(e5a*g*TPeligm($mvP7;f%!C|EKN!rKdMG8tZ6|*KuDBUn z!oytjy@N5BjnWLb13c{D66T$kwvbhDD*fQmJ1@J)ZH(|P0ThJEX5)X|_i_SHc$aGf z1sLZ^PzDs+Bp;<*x5!nKzM3VFo3bU)RMzhzw=u$P!WCoJ1d+;5HO@Z>hSpWP$Zd@9 z-@kkMbLvCRh5KVo^&+AmLmS#tE*9s5*>t_0U95iC$M4@1QLV{P^aRDfeRTIX`)p8d z&dygjZltR!yH9_G(b|EZUJU;6gFDgl6JM^%O5fi0J=BS*CVFR3KL}EE$|r>!YFy)8 zz+tU2)tf^%!68MbMSdq{+D@TKHX0rZTg?X%^j>MIkwGCSQgq5vSOkR%AVGpmbOaDp zP0=YETb7{60BlHYX#o$B7$T(Tl(n!cR#kwYu(qsj#iL3oI_0XcTsoEw>WVPcU4Ugp zicZxN#|QiHS6_XWoF8CUzWdjc zAHMne^DlDMHzuAuKmT#vy71us$(Og?mN((eX0I>gTLd4PtK~E=j@-0E)Au3dly?k# zkTJr=TH75TmF0gB%WBiLqE2$kI|lYcM(0MAS=Wy13&@2Z++2eXS>+u8_ZdyWUX;4R zOwY0OL1^&X9EM|p7nv?I0sywQJw0Azt8Ywf+F_$=B&WP%_%sD%Vzg5L=e)_1OgAg+ zikeusZd>w@tn!Y4ea1OSRqJk|nMIrnbqGOn$~%URB!ozn* zx5@k`2)#}%JGQWLrak4@&s%gdlEDLA#?Th`10$a>_dfzPwz%$W@v1;rQ9}%WUSBF$=cu`eEzft4s?Yb?pxlV+PbWw7 z$=)2=wtbtTQ(mvjGR?MKkg6JzeB(=^8=R~YlDDuF=RmDSL?MNRyv0HQrRbEa5zdu2 z!5Z}y+sWP}+~}PnRuhVY{1HdKd1d z=#(Enewbu9@FBQo&(A-*cY2uKx(uA2?DzLqn+{D~{dj!57-fjlqlW+zj6u9u)b~;< za4xi!wV3L)al_y-o7YvU+{Oxb{fDnVdv_ppE>H*ovDc=>oJ_uHy?(3wdq(m14eY=4 z%*Q4HjVSXj&U^4+&=3CYA4&MJH;bjV;n!ZovG0000Y literal 0 HcmV?d00001 diff --git a/predicators/envs/assets/imgs/grill.png b/predicators/envs/assets/imgs/grill.png new file mode 100644 index 0000000000000000000000000000000000000000..46d23d0cdb4294dda8caa85eacd62d27eefaba5b GIT binary patch literal 932323 zcmeFZcT`hd6E_+_0i_oO=~hH~M>>LFp^8Y8F1<^yp$Lc&KtYOh5KvmA1dx)@ks3Nu zL+>G!K!8wg;-kLL_pa~nyY9N{-AfS9*=NtpZ)Scod*@)Jrn(BnWv0sj0D$80Bc*2m z07*aoicI${~_={1pbG>|ECZLiYP`mG@eR$ZvHGCutBSSP*fXYDTT1z z%ahi(pZ@r2#SvEZ@tM;pvvWg?eaS{%!v3W3*oWfV-;Z`SBsv$X#%^7^eeKS*>4S{l zX5IP<5qm7F^JF~zv;UL@|Cj+h@!3qW>K#rK-?cpP55pO{r%J-CA+hXoXKS}2B3kBh zA)|_qq0gS^e}%~2HYfUL83#VdDB0sPU&-{qg~iVJ0_@C+lkk=7Ouwz~ig^i$$GebQ z9Z$Go_Z#Sbi>1;nfh0aNezeQU4?UbufnvT}-XT2h>gq}&4sFUDH2~Hn45AyTe$Pf0 zL1rH9c5tev9V#R0Zpo0Kb5&xu#-RaNlZ0o`nH9F*^U&*IJKiUL1?uUw11q$lP-1X# zvA?YdQ$St9>v}Nj?^(&0;38^n#kQYd-(N3veFoq5^?8XG?JTOchsjIeJWl>Cx6y$s z@1(scl*HswY{YCjRp8mt3a|qA9B&?vyA1O`%LR?=JUQB&Yl$GShG(2c7%zL>ckuAo zXNa%IVYK<0@3+v@cIA@&)kr!{=+ORbAKTp7W(C~o>8|el{ofPhS~xm0F@iM}K~UU6 za`*C1UhD4tzV|cj2^XxYwzhWgXo@eKho3+8Dgy(8FHd@)P5So~v1)^j?)c8dF^zOd zkKCe^^p{!uJUsqt(j@;(m^J?REQTVY1-ALxij$xrVYkkx=XbYj8i)fCT3dUJHR|2C zmj(6|{QXSO(X%H<6-!G?ZG2V`w*I7~B+Q-rg9j|XMJ^9Q!@|PkHqA9R2m)MPcZ40` zzwej^;-Dl+@3HlhFWHx$6#jiV+1})(k7U7QN`J52V!eRQxAiBM{JoAa{NkS<|23)e8E=HQ-^lu%UGlX5GJ?AQDVO0!_Tg{69G>v~v6_SMkA}DYBEj*P zgdjjN{g~YS_k61ivOhn*{R1H2@r6Iv9u2C=W3K(dqeq(I&yWAY@&5|f|4sH^5B*!f z|JADh|1SB#3_*sTn}FEcGRaB(_QCdJyOIEK|99SN{roR$`Z4$oGJfyAvssoy`30BXI8ru(#8(!Y|SCxJrQ2|~IE zn}2Qvl~`36eTDa2Jmxe?`yEN&?oW4rJm!JSr;x5zpecSwUY1nFaHJpbO`Z3jjN)09 z$>RJ=Oo#OmoqxdZyF6-P_%|B|_2zBlZqD%a z8)g2M?!sRyIk29STQ72I^BTIIcctbToRL3!kK1%^R()Te|jJ!yZ^KE1nD^ z@)8tM|M1CAS~0J`5+~(;<_rSc5>|@71b^GlPG_4oC_8 zo1ET^2B^uFDw3X0d3kx82pEthHt9EC9V#X98P)pk%(oc@pj?ygbXJy#BVH2(n3-kA zDBs-q9XGSqdU|>`ywBx=CYDp3zpK*12mR#h#+wo?Y-FPG_(K!NHS)nty+?aL`V!jGuWkCHbHVK6DT6g|OX#28KpTwmdBnzLqJMs@hJ4YB)*7k9h)c>Fte zE>T1|@`tssq)Wetr0~<<^c1AFyiBETjT`}XqC?sD8@gn^j+I)SqBr#APJO$Y&8tpN zR)mgwR)i<2VW^Q=%0HRzK)c}8w|vaaDSSGx1l9fSyx+b*buwfB{itE=ndes50bC{? zsR6v+JAX3(O#J7mo?1{5`{MCeVAtZwWB_yXjd(mvSU>t_W4 z;GxvcI_td!FSsRk$mB=N5`V#XSuSom;os>rLmTYNEx;42JE(?9%st_pQs;U<>-w ze90JM;i%*PeMQ3B|8t#f7W3z5;1$~Xhh*w3W0o(*Up_M z!@UWP`V8D!^Q{a^c)HT!_Ug$N7z2MjFrv3O)Jcz#CWl}GmA-ix$QWuS}N`B zcl7)>2try}g{Sv3*b8S0*9kbZa~VqNDlO z00k9;Ep}k%y2D;h$n}+kbiVuoDl>EQ%i7ayl%AZf&v+>L!GNEPxZRBfc~@b(D&$>C zJGabif4m+rCkop@xiuUx1(l2XK0Ya6r3+JzFDgTyqUL5z&Q*SXC5qh+wFO%M(%=4T ztkM)EC4D==07HEPopcZQ38l|_q7GjRMy`Fl!U%H05TM6A>(7m0vGJ#}>V)3k{YXy> zV$D3uBQ!>nwmVDg87sH1WvYz6C_~30T6$n-2(#kpeR%F^@PA>Z@&zgvn+L=4yL3m@ zm7fb+XEbrgN4VNpUTM6?*4Dr6q%+rJ9wsbsIK2Qj-D;#SrF!AAzdT|@kw2C>)4Dz> z*FKB_+KrG3S@{o#nnryKUbMTp1RY_+CR^TwDb`kFb2W z-8v|g0oY!rgU=rXKlZP5rxJGxB$qchuZMW?XGwbyPrJb(Q0EDtL=wTjoIx{iQ?qxv zZ4hyqG#a`xn&^#u3Z94OYaGrVF>CZe~UGkvb{!?rK`#v@DhoyfoKYMcYA zE2VB8+XBu0PpEB@Mxw~{j%%I=p6{PuNj&dBJb0mNFlnvjzTJKVUXT(B z{tDS2J;2`8{Sqn7ern>?+>Z;3*D>5s~`6pnE@|^#Q>l+gfx#i9X z*8RK;ClNaf1v?BHz$MB;$_OVRQ_p`fTgs^J?d+IH3vf ze=l_Vv`Dufcs^EwM1@&Hqvh7wnu8&pV_NKxg{R$z3)=A9yHZk9@uo+aX9Plwl^^&f zfd9S3#d2uONA^<-ZmdxIJZR6P16ADp6YK#sBGDb&_JapFc3@qjsJ{8m74Uw3dvNo= zfobZRlnW^?+47dNEQpfxnG=<+{yD?6zOcU5b|pZEsHDt(ic0W}TZT307|Mjs?7a6`a@ViJ{GSNm>jP$*ik z?o;AaXWQ+1&oiBq-BXh-8##N}A%lB{e_`J9fxyQ9QZQ;XaDR^#wE)@!&qcOPU&;Wp zNWR@)=+H{MNI6Uy-)Hu^LflibvGsz>Hbk|=AZrEc2M9511^h53JWK* zk-NxWV0=#1;K&scdVIEKi>6|2CIZBZJDZvNcoCkqGuCUVntR$Y*>gXgoPi%>lNjX- zBHBg&&*V24Jf9U0s&RCd6BG;^Ln=ja5sp%_G|oq@xV|zc912z7#%_*^#*B*ka%z~K zJ>@rD>Th~+P&emBd?gUGdBlp$J)g6DWK^ASV`AgKmG3-WijtZ*gA|x3RU_2nm;qN~ zSruK6=_#w|CD^S9SW4_!Bs|GCR$yE;aH*5^wAKLOV+nM~TJH5UtgS z(a~@5vcy|W{@iO>4Iq5|@#SfwSyBw%n|r@{|CCH6=Wngmnk;0EmgVoFjNu1YeW3I@ z(c{M2KD{3DF`m<4TvvZYLLk5fXCl>B^#{s{Nqk`Bbo5zY>=eJ<8+X4W_h0Ma*s{6- zIX<+aS(C2uU3S&e)g@XvlRG8N!Ovwl)Q%S}`D}J{7)KH=@aJ6s!JmnvTF&thB&3fm`RCblj8jRv)>&n>U=R)#3*OAa zfQoyGod`P8Z)U^y#}xjudCv4ReqO@UeMjf>R@0SSIDvfrguY5Znp(oNqcb;o){x>q zypvNR@?h57pZXZ8(@H z9dEKZupF=lzGD5|8ZGtoT2g5K~)45yFD)}Z(qVpX|0o^ zZrFI!g-HvE1{n~$`W)Vn+f*6OVlvn&3XQe@JUdKVU3m&P&i?8-Dn~Mym0Kok5F3#Gnlu}RQ{@e0Z?9FiFD-j`j(FgcaOI9uUW+y zPL9Pu=WEzFn7GrL@me>(P;e%ar&i8oCb)&d-k#e>t5=L?NF4tsCp_Py$Eq6~ojJ8X zP!;4B8cgb@`aYdRnFb*4RH%1n!^J_N+vS|}^!<0TP z^q$u33R}~_5`Z)#m~aUzeNhY-u{a3cuGGbcG}gf4f=EA08OzxGjDKAT5e&x|$$1vcFNDM?TP!+xFNoFWquzgG zph#RP%1W&f`ls;9M3*Fj%~#BD)RV*i!$EGb%Ai{6f#30rjP$Cz!Ssr!%&Mor_pS1DzjM7?bIS)gQ*Pva*v9rqLWGF7@R`9L&qkz6gyK2mz!U@;OKRffvS#hnV-!V>FuIp#fj>!gc z+d5S1-(+V#{l&`CvPIN50Z2Bf`w*lf3T66aw?vhXZ$8kd8j9ebSI{wg?TXE96L+JU zJXiNT=1|qIN@kiU!i7#wK+%BrtMHccaTrr>@(_2bx~l~JBWt3M3}aH_gUMDhtn9(I zZ)*2km&U)mCTAalOLV0fWa5RclFhl1tz&VlN?-)di-+Yv8)C;sKY_s2b1-cXS%cr1~RTn|@csxmWwjt?&y-bXiG;gO!- z??-*SNC^Yx?VrA|43_e8a`3~3;7H&Rjsymvqk7y@hQd;!d?}1S)qw9Q6edns?*Ldi<_D;*k)BIT$gvfjyft4%qy=mmkLAKB~5HA%YJU>t}_T z(9rFojiS2hve*?-hrZMZSz;}|V&bWpAu(cXZli$@Gt!^0Cz>hj(;|S*xNK;$`WP!h zYowBgO5*T+iSa*lPOaB&^Z&{=g{tzDgYkxc84E?cpaibg0p-66x%xPRqM`2u@ zkL9Dj+6n<;ULKJ?B_q?ba~1JL81&qam?2>|wQ?$joH`w*sgsC11=J&vQU&m4`iD_m zIStYH0&E)pb+RHU{A_a5BVBBY+%fwmT+QO;al7as<`stwS%$rY-y!3&irqpPtFcVO z5oV5(YzIO9t2Tntj-t=QO$t;t_N-jyi+>T`~C?G zlyX&ax>q^Bw>?F?ddP8}X#?bCHRl;m*lk61F%U8oRIWU`q0yqku!Cu@+5N^>8>#Zd zv`nx+eqlA{B?kwo?G2i?hxY)d?OJ*{KVbOyFhI z^d|rHpH3H)!&MCB0;8{Gm`}?;*!JI>^^y!>mSR~%jS67f7dqNy@j<^cK>BkXl{&g3 z=A>fsa^Z&+!LAz7MyiK7>7+x|%U|gjAecY-a3y6$@Nj##s>-Xh`D1C@(>i83=j88F zWK-!NnC@uKy62qaZ3mrPMsm#;SDpas#G6j6>jZ_v@=_;F&g?!hV<9n_fxNB5btI~Q$?h1I;7n|z-re-w(!x2 z{yA5p3TnK*F@Ryqsd>I}Vu%<(wP?g6!Un6tQ{%(rV(y)R^_fFIOC zR(n4-Mi8yV5~=N3Z5XUGeg=WEQ%Rb{KeWSk2hMiVT#r5R(3S0LdQ51Zvu00{WJ2(~XbWnLXOim-%P1@5_wA7MiW!KAFr84VbxdHB(QdE;05Zs1{ zzXr$8T6e-7T6|Ys)f~%OQ1av_4?t<1!SMCBF1I9?T(#oXdOFUB9+9C3`);-D|JVum_8 zVUQ8oQS64EiD8E?kktce8m(X?)dPoH1fIzz>b{t7xs0z|_%Wcarmo&>z)Z9(H1!Rl z*v{x)XN2}`III}kFtf9}OoH2)qR}Gx`T0203{GF>XbC?I?$iY`aLXMvRbk3%%ijXO zChn-A50=~qF_fxvgCwX;8}_A?0!^XDc(v%{`&JSg=&<6H1L z6BV0u%$9fn60_K0xuWL7SHn5^aAPY zKZ@jBKMiEBsHjLzPX__HyJ=No+1hX~hq#;^y0YAVeWBgu8m+H?a!%v0I5c#r`pi=W z``vx%#+^P`_+C`qs=7;^o!}A)30N4 z$;+(rFJUjoWW)h!ZZ%TkQ5td$xUWhDMp-q5lr|ISr!|LrmDb(!h zK(2(_GI?Lx{m_(@6fMqJo2S~q?K@Y`_RcTX_~HO?IbtoAITx+3G->%NJwUtr#NN zhRqqRF^rU@={Z*GT%^V#myihZ3({*01s2Ld^ z9-e5)Uy1$;`viSGy+*vyo%x3>a)B%>ed#SJ!qzx1D5s0u0LY`3#swJ8&P(t;ss=RU`;7W%^4rZ{3_w&00Dg4m~pr^NY?s$Kr zCIBn;;>C-3#5L)^yKvu=VGmG|E_i-@q)6iRB56jzfqt5d-&M=bZ=@h)*KO*2=n<#h zQ6>;EA&cE8IvjB3pGD(Ng^w3$RKZ*R7cjXZUZ$7N_a^dQC}-qu&NikZEK_A6Azqhn zOjP59xgaM*{ZDo}^o#@j{Z{{>AUq3=x;LOPGk#QX={@oc;F*uAx_XSHekIkuu{X^~ zy5XwHu}%@T!DE97YVAB*ggay8FBw~XfxG6MO0+$IzQy;_hoKJ=Kl;`AOz>TciorMo z4KBkf!4fMj3+)sy8+@f>utx7%lz(e!~bUUZn5b4PnD z61sf_ZG8CJ9(xmizHkt>zwd#Ut6TcAX<}kQ6h!gYT8N60%jvPlOIRRlM=X2C(cX&d z`tVmR&ZvV++Vsh1y641EKy2ph)vapixdM;^=6{}acspnk#IdXYb`wcW;Hl(#E!)2^ zu!-*J>ofQCyc$8t+KkuYU{k*|TeYrFUCr#6|BUG=0t>IBRno<^)Mb_4?CjwPsp(5; z5}ubk3aIA3aJhIpvQ8`b4K<9lo0{3t?p;kbF=^XuX4!(n3FAg(Z(0{nnJ)ve)dII$ z(uet$@7|b*XOs30LYyp%*SIdUe~HKM8U7g-TR39(#v-d-*9LFb?{;ysyjQO)P0ncQ zfgMrl9Y>sx9=mTDUPF($ER5bjW)Abp=LtfPD0Qts?`xhh*R$5&Q6tGpGp|McKUUNl2EzegiY1BhRQtrn{=yW z`UVEgvA`1xd`y6$$M<|2X1>HL`6Z{Pwf2~tvFjZrvF8BSbZu{v@I54dkkhju`|No|i|m3I@mA>dl{QL1&)(C8)&2EbiH&@Ee_jH*IYXU)FmI z68HTp^Ky{Ki}4zGj;}x2?UwM`n)(v2=$FiOndPuW?!iiDLD??cSz%O}E`e?N<(1Hl zg;saJ8?4oW{pT)d<83{6Zr@}4Gb52&y!DE-s(|Egm-FVNV4lam#>4v78O z_Jlpy%*x7Y_;HR*vESBx+)=p2zDeNQvyX^q$@>VDrFi8P)HP8hY=vF}R+c_|QKTT)#EIX32>=AC84aZ5@Hl zmpTv;egbmqw?GtrtEBlbtnOV(HYSf}HteQ2FxaHTou(T3fk#h^OG-eJTz?`$sgeqp zyEq5ovjkkfds#hQQWU@RD6Uf_IX{*&M^2OJ`K>r+%^*U5yc@C>JS_lTn%uxGQK^CV za4aY*vz`oFvBJ92NQCC1z^w-Lk?+D|;4Z&M(D`mU6 zD0~?me(bxb6cm|c(y_=4B(*@|Jc1>~;Vg2nUfYg`xrv0m@xJ)K5s~%UTUNtYX@1y= z5RN^^wKyXVzTx)8Jtu82mGdsk;uCZxhdp<$`ru8oJNW{q%U%Qbv1puvSZe&rqgyi# zQDh8!ranGC!;i23X+mziD=cj058NU91qbX*GQXfeCH>Y!OD#N8Wo61u4~FJ0K3!jl zgN$f#+UmYNL`m+0#LYN4Rnl1|3h-Vm6JaFZ-l{{*=f=v02wDwy{%7rp;mu8+8Q%?F z|D$e`b{r9mXFRTJPq=-@IFPl09~Qme4QoGk=5OwW<2bp5n$f*aCZcm}M*dgiDPmdh zdV4w{pdh^7j*g&@YJb&c^7AlSm~V^1B|LE;3KJNcJ7BAuqE14`-|#Ln$@rlMMjI_x zAKlc!-pnh@=rITt@LOc`g{P}v!uVU%;ka;A0^qe5e5Rwr;_;s&M0Cw};JGYb=lbLI zBJbrCYh|3FBwd{9IsWsvwy_B10B6cm4O!*WH8pZ41mJihSAB-~pppDte8Ir|fU8UK z8o9~$CDw1zIO4Z7pfD^3wScTfw9n7a|2tSJ9dY_MhmqCzVfdhD``}!jYwxmEawUAp z<5gk_yjcO7aD<{LmaA}F%Eiq~YdZBJ@u^A@hhdh)!G*5)0^G;(m)kmr?ozsV5;FmL zAdxnUr7ypScp(B9`o3#%hW#x^U#^USO*)#J386b6=h?4^dA| zB7tsCqrNP!%r39sCCbP}9G}T#m3p4|Gm*pcjLspsfl}^3xjGyhD8C5^cPjN2cCarKjGZ?sown z2ejSY-G^%$z;`56Y|;NpXQetTTpurYGDo#j;v7JRt2j)!N+c%Go+aT;+NOZp9s|DR zssm_{a&B&Jhi4cVeD?kynxR3GF)3N6-lZ8hTp)G7;rm(kXp!z@(^_u9cV+SwM=~FI z^wB2fQc%00>Yf)(BjY)=>(YyL`1ssSAsq?&PXYh|*^>KeUt7po06M?Z2hY`2S40)9&)=rF89g?ajf|HJNqT<1kc(|L+U2k(T-qhy@>nCU_{%3qWBX~2uF!C=Y}8NyaCBu6g|JJlcW~Xk zKh|XZxnM`!!QUj8{Nr|tS*DNK&mXYyul*wYI`XH~OM_0_Ia8j3nx0L3vA zsB@5W0PWusX8iZn0%O+X9_BYgG$dS$ro2d<1k$ znGly>p?lHXz@0Y|=2t!Qeh89K8e8v_4;-^E)Cd2-lwh{qMfTaa^yjEIH0MMu`hVQ= z3G4zQ?g5=t7y3_$dO_7a%q@t3iuw}%B~0t4+wRHzH0X%0^m9th)-j=09&1>fZ;izinK=ykP;ceLUJ3w~m3cxVI z??a5%S;m~N{~6ZcwjO(^^=?Wj(CV4h7uj;#2Io~Q1v|406>}FB{srFV_Hn7>`Hb{p z)tp*c5A9G*M=RRSSKuTTZNB&2icS%8b=58YO>Ni?lB}IDlu3`xp`plCi?QidN0uSL zi2E*YKUYwU;N1tnf#4dIIJm~a$AY& zo4{R%(b={j7Ye%?*Zra!!%2E`wkaGvE|Ojded6NwaNDb*?Jjha7$G^>@%1r+ zX({b&g?XWPA29@Q$pLMI)E-c|Satvr5Yf=cjI6u2w>lU@YY#LKqsIXyCF9$gTbWrU z`yG7-S>LWsmy_IF`)a^`0uk)fyCfIfeE9;g2Z&LC8Zb|u2C%#?ASQEee@^2F`1WEp zO+o8$Z{F_ww3vcIw9lD=xh{(9`Xdl15Ezen8GxmCfQD%zzT!a z62BW{*SG}6N?)W86Jd%&OW1^lK+fvk0h|NOx4XaZ)Xbc>jQNMgEfa9~iwnB+9lFu) zhRCT9&&TyOa2RRNr2*Q3=iA3wLex9hdrxgeHize9uLInr#;t7w-_r{SUF1+VzxkOi z)NU3IgIq`GO~c?0pBUVkEpEM(qQ!ul25Jw0V<$Q#x{Ss5YYGoQ+lmw!#Eqt=n)I@< z09kmRCzr{crKW2IO>-_h>3cpa&Q5CPP`P929Z1U+V>vM!F;Y84@2g4!8$86W4x@*h zU!%+O!nnv18VIM2Yxs=rF%y53(|Aa;o4NdTTUG|>0n#(Jzm_$|GK())E9 za}d7EF;`PJaUP&~En%*93!}!PT|6=y1rI&;k%c|kRLxytot2w}ed=ncpYv~UHmB}b zc?wjs$#8=-Wl_-siUCdl^5d)NgP9j7=C5Sek4jSl&fy)zUZaLR+%TQQ{9%MC+v*uM&!E@t*-kubAih8Qq*>xbU#%A=N!P@IWo)5eHl5b1U1K z@-Ti9j{HjOq<4$5K7Li^rAnbmTIX z6}R37inD5ajfUho3&N5fS)dads7-%Him5y+4?i1Jk#2yU0(I^rU$v1Vb zG}~h3>~>b_zmAZm_Jgefkg^)QH7r- zvYw-AcaLCq2W2jh`V86HwKVW9dNe>y{h?opv!$CgsX4hdHnv%Br(xAOFGhAhn>966 zGzJsPPK%GSo=tKt2)ZJeJA%hz>{8~z&NNwttS`pw&?KVKmoV!tEEnYq;$w`AuqZI* zW`lFhM3(2-qsh&~H6QfYQ(q`G$@9J}&#NT)!F_MSczL^Gz$Q|UeF}%J(7%|Mz07P3 z-%YhrV>UK4!C>N=kIPl%=-NfPicZ+RT4o9c4PQ6G5Dd@pS(lf$hWXX*d+@zt^}2uy z)B&U<3Zt8MC|Ul)f@IM|XA`U$b$H zNPg~(*j#9)u`WWxZ+)w~0FF)v)#xtq47lBu>Eqv4UhUg!&w zS`i8yOh$M@GpxV9G{RQk+ZvP-vGv}|cyL3#6=9KxZ48B)dR|F3ytq|Dgc-Y#yVWRh z4|gtkegZ#_M)|KuNw~~5;W-bO1qBOcgEaoNw;jeCRK)l678WrvQ7cR|H^hXKc7)J>QZ7 z+*PM2>0)fOYPn;6)95OXJ0W8M4SRqdoC#FXe$Daa7>O^tG~nf&pT0eZ{O9jRw@9g` z=M)5qt+gA4GN=ZK+31EA*&k`UOo~h7g_kl$M>xAg${F;#k?_`+st3=^R& zOp)LISolGUQ3*)QoQZ(@=P<`Kqviad=)_xNh0p@R(0*>%fwe;D-Y97oE!S*f011Ty zz5c|5uKDi=M+T%UeDeag%?fqCyTpal`MEd zRsi3g=V{IRxJbjR%gQuPj`ogjPeu}`63~Y!3_$MIUbQ3<+_q^B7RUhw=x4;CojYa0 zjFNqQDIiOA$+qh?Nai2fC^i5eoL%;uAx|s>d$K5!Z22J9osFY+uwYDnGb@-UGfYHk zKss*AWak5o?V_%Qzrg1qvNiIxyAKotqBEG;pLeTh$HebHVPZ8g_0Ou~x#%l-;xXi~ z=;iah^hm=$xbS8a=;O~huHdf!0lu&m8dc`MdQrJyS zPu!_?Chg*sLOE|_-;^I+YtJl-Q+~yYAlK9hQ9!Wg<~%A{60}L39)j?Qkz%Ifs+u@N z=b3Ft$Y3|Q9*`sumc_ptaerg4gF>AJ-uY&EyoEWo;<4(eF=3DpzW>%oWe;>kCWG+n z#Zb}UVd5(HZ=(-t&uXr)0$Gy=G#2@eX%T@kPzg>RbjS#m$g{B|X_P9b;JnTB#sC zW@UBjr3MPt(KIpw`glTFgLWse9Ixl-PyO{~qMCE$#SmE+o#$&zq#edmbE|uA5-;`! zWw!dobqZ^cii|+yP|$^#U@me=)=*>H{?y95b;MO7bKkJDOt*^IUs?JXZD8c3W6$ay zOK(Bl6pg7K!{ut>zF#_?vT=y#QB7PX|BO2=6VhjufFUMMKGDdll5Q_y_X+AXFSbwB zj(RH>@rUH7vO2qk48P}{Zq#PIO`I8_JQzis1tNGyUvuHXw4nR&K#c2IhS|v}FIbxC zFr-ExyW{1df1{VF{Q6ybYldLBbyYvzU@_5=*7Wtmcbe6dVA}|#OQ@k;K9u_x){v4b z^t9{u@-#9*?uC4mH5PXXRiVG~isK{Pm;W&<-H8lO165gQ+$guX(PeoZ zYb+HesJ?h~;bq;h?W4ctHL=qjzT%5i z+I*1FA5(~HTUiQ&+qz7pak;eJbA9$O!8sQ23FEjjh#8^ekl*{Mt8*ZI<15dgq@pyI z_^zqI5D}#Yfi+crpGOhV>{j9IvXG0tzCg7Y+tNmEd2KCI=xTg?JZ_^*Lqmc8l*w}% ze?a1o9#F|uZ(og^eMBN5YUWx_CauM!YNfrkrua(si9C^$knac&n#kM<{#Lo##VS+BkXGkWJEc_h=mkLHJ^w*VdxDn zZ*C2*Isvq0#nUwA^)dOd?GeBQM7hz6uRtePL6m?l4$%;sPyPbhnp7->5GIc$bIw$e zklZ6n3xLrlkTDZuB2P*Cp_q~@7m%5VXUvCe%Z8%7u|Vu?hrD@io&;7#&KmdnGLM6P zmXy|EW3YlmVz2TBEiIF8%R$IbE#e;`A`c~X11o7wqXe3{7R?qO6x{txQfmSonNB*wS#JWG(#yqWZh{cKvJ zK1}U8;li!JSUb~suYO|b$gowLkvYBZ)TDzJn^J?T4VDX@W$}7h>5XWX*2ZMDbo<>t z5<$3LB!Oe&dBYFF(ZaiJv0D_{1@`^C9$5 z4`_XTsh4YZ54qC*Si(UWp4I!0o2w}y$7SY7jZ5HHJmu)?(HswyLW9$eLP zwLNd2jd@)W63U)!*d)H2>Ow`%V4Bt-FGXyHb%jK-4ymsGNZR_^i)Al|*~>iIGcsbX zxpz@Bo3;LBm*LTVoXP3hjMZ$VlQ}gJtNcAV$LuAQiOiV=(Pf=6`GQm{?tU6CE9r9L zpy%p~N4guZ>6l<%)zw!wdTTkwMlV)w4lbmuhZ=a1jy?S{sc^Dy`D8=N#FM9%jySzk zLF<#Zs`ja_<|`io+4wg?;2&rC!Tu#)ObaT#_9Ru_K;;7-Q*Dmw@ip!Xu9Xht!Yj!F zEfH))sY@Gr&~*pNY+1(GR9mMNmhCK9y6{hEU{izIc~W04G|UsK;GMB+X;%~Tw9)h8UGmm9l<@iP!=I5lQV~RD#zpCdeJp8|rq2Z?*^pt+HWTf} z%KL(i4fA69s91rLd9Q@;l5UlNpiV@9BAr^2JnXB3^l&Hxb*XLo{=Ist{$u%jOb-}# z8Ck{#){phee#B|YHEQ;cS_yC1=(7cOR*#KSbIb)^frj=~eYPDvy{f-bCXLwGFFpD; z0Huw2_*YI7Laix@G}zIYZ;&V3owP0<3N9A5(uqzJj`-uWf!M$| z;s}4bbaiX|v26}H?x3x*DDa>n6aU-FII{b}a`%FU#x-eCE{OrrWYQAR8)o-j#53jX zqXfM(KrcgwzAB%JNg~ZznLg}AFgA*NGvs}aV4#tp8Ge@Q31Pn^w%veTc=Sz>L!QMk zpWse<2;01hn2iN5pz)Ax)ungg#h8_%OZK-Ah2(crB=0DSZ7gEnaG7b}WK+GE+>Fu= zGVrIqA&Ux!-+Nl%_`GaKH`-Z`&(SVR_>MpS1~YHe4T#-k>ikjoSirs-g-@svbnDZj zPcICm2o9BrA0KrAh@o22F}IZ5=x>&jn9vZB1+Q_$C`W>N(;ek9vCniovu2{#VgV<5qZ?gFWurz=eTiqPnpS)r=P|+`?_j*xI92m{&NSX z7`b!CJo+Y!7b_QuqdytQzdwA@>Vw4$Ly~gO#=fyG<>^PJP#p$vnexroqk4JTOLmeM zWWnnR>BO=clR~1yOrMFLQB0MV#A;Z)H%5T~);2bY$_ryIH??NoI-Q7gX7g9{?yuvFJk@D`;8i>RWzb z^B2801CBQ&LElX^^`m=L#qQXvLL{Gczv(l~ZqbtH3x$Re539W>wa@i2GNf-OdADEl zG4F6Kp<=h5a%f$g&`94$dn}MVnYU64aqj+NCFSwbGiY?E^D8mI^ELDiF{uJA49Vec zbC(RJ`c9#i%`Pe5jDP-z0&;UsIJ&6$_3i66S-BP#Oj#7;jR0aDxrE74{(ymvBe>`F zpBqH>YZaBb4CU@^U)zir%UHW^UBXN$SPBTPxxkoWcWsTNx-D6GPik}K*rNIg9we;~ zP-+F3bTCR}@sTA=6IR)Cm|H|JaGts7ztMWV{j{N`i$pm*;;$MBy^NPmYiDWes{fR<3er^8H zr6{Agh6pq)d79#`rWbrk_~Cbd`r5TUj@E^R80hj*2iLD!RZ1XkT&`gdL1 zQlc2xFfxZ;wFnYokpg^Ku!XPtL3{f3RsA^unTf+kLNXc!dGQbKf9~K(Bhe-$zGBY$ z2m!0yN>XAZ`S^6KWXO`a+1?k~nh=g+k}|!{!kJY@9+V+mwDf+@C!42bV@_|ql|+*H zA=42^qQ&6G4jTbS41ff%!Q;@8ZS2fvbX5vO_^rLwKKt_1W{N@{J<2B2Sz!(RC!3$a zn8d<^BNHX_0$IRU;jGVnFAa1nT)yoDJ4*M7&q~Q1`Ud)DJW792ZrS5nx97D&g8}Sv)Gt%SYoNnvG!|g| zOB@=3yLA40sR$(+=Bv2(9DjXAV&pd092USJEl!=bj$_bE(!#tFVrI<~8C3(hCJz+B zgAs8z>>C08K?<39-Gi89@cQr<#|Od>UWTf%n=2{?sShDFEi^}5)ce6F$JNxKa4vy@TF{DO*o(6;Jj|LKDILg3H5lQpI)dB&n7-+-UtjwU9dMlq6wYd)~C&OdpP2S z+fPT=)QG(T&SDJL@2Y$b&yuz&zDXiEZFQtG(yr0OYg-o=&A7Atfu|t;?9s`VI%sA<&7bMa=8T0*d4aqE6H~&h!!nF1sfM%u_|9a_P;TwETTuU z{^Ue*WFnH+FiG45@pFaY|KaK#8!O?WW!)9qHaqB!lNH+?qhs5)ZQHhOJ007$ZQg$O z+2?$?f1>6XHJ+-O!`4AiC__jgwYv5AtO+B4r(rrHt1r~869CLAFK5Dr2ZRc=9PgH5I44tW@xy;(alK;$oJN_Qj2KjF{>cFY;~`iU#m0_jE@>vi zv6v94#;=ZQK%A{r@bvW)IjgzFeoNEMyn%%Ye4s-tu-Brbv6Z6Txpl>M%L{j}i-ufw zTnnMMRgN&JNV1_S^^eZop)pkl7yqhVRJ4wI_0hBRi{bEFcyu_uL>K)@J?Fl|^<3hC zlSD6(WEsLnZ!Yc%GKM>-lQU$OYHP!J`58wp!&0CKadqZK~^3 zR<)Yn3+kH}+8Iw?b-HxXCD*SL<_H)+X`k(XWdU;_>d#>ynkI6XbdxN=+HPjq-FXx^ zK%qO0)R~k;JF0scw5CxlA?M@iGsa}6kP|j>(fTW)U29LbB&91?BO&tGq3ac#5BDC= z_Di&Iw?h~m5}96=W2577P>qwXd6%DDWn1K=|DF_&${uSigiwSmn1SND1l>|> ztf1bfxdxKVz}3IL)yW>HS4mTWMndGyFQE1H1BHm%N~uhmIYt)8EiI5{)PA-#i%j<3 zz>3(Y)WB$rVE`-l#UOBZpsD8Byo>VXQlV=t&;bAHgpmj%Z-NdsS7U*Z81CiGSj`Z` zY1YVdZU;mwUg$g(H)M%Zmcai~B=tuL4MbP<{Uyk5+lI>r^z=bc&aTLO>GVf?kM(pA zD~3+YOtb)LnddJ-sHk?CXOeCD2_ky_d)3re5f7wj7$58=GR?91wPe&7kJjWf^_0gO z0;FOJO-;nAa<48lwT$5TXgCqhuK)?Ikz&@Q2hDj;UTTD!54{L1L^x$gNFrWj&1|Tn zB~ja2Lci5jHO*FA5Sz~1{{sMl{5Q+~+HyN4_y&SUx`DhyQ3LF%gV85Q!* z^eydjr@qu?f`0gB(_CWEN719EWAq1f8!G0VH72a_A)M!d zh=~C~M{x<}IF`5}3gyu_fAZ+mAni6x$_bVJy;IhF#|u4%bflpTZ*u^^q zIXP)z7bIrMJ%6T^;88a_Gt?-IbG~&A9v1oDbW#`P@8@>-db2n4GDm@bgHFTGTkiTM z?-A~kOY@Bl85~@K^O0g>Z672yo}h(%ld<|h1BqNHeMhw3`FN<(TlOw)U0A7p73&GX zNiP!=`#aoRk+-6lEej;DSQN^x6eF*mRwqu*>8_KWhSCQ^_GQ;EqC&7#%Rj;NE;p)( zx~8}o8Qdqp!ve}BI+f1qb|Q=e2QB1T#4)Y0#Ra6Td>0&`&@gwA`5^LPf=U-3H3zJt z3cbv7Ng=zXaB=8Kpb-ma$$VwpajxiJfmxdw0KXujJi>9Sf-GtB@%gW=plZf)vNkDY z=hT_m5@F2>RE8N~?nu5SBlV=nsiZE#-Jwx)@*<}NxNoaW1{h{acsSu zDRwO=SdGs^Oa`10n{b{k^t^Utiq=jv%276kY_nnS_c(o5H}X?igPu7LskVt85fY?9 zY{^bd5_|eD$#@6fR2KKCMT)527HVHTp_@`d=yIo!ei$h|`9#cS7G%X-Ot^htra##q zQb=F-tP|n-{po$~J>d1!O&L)e4B})=RfBKA)+I*D`yPi49VaSNXBh2+5X6fj zs<3sTk4g#mE^IPA9NgZ(vfQz1fmx97{$Uwx5fjs~2ipxN@Vuq4@EN;#7f9UpZ<3mT zHxG-nC|eOK6<}&ow&sO@(6{L_0wwHyC^d^MjXGH3K4b)whm`X%R}dku_Bd!Ul@)!h2prG8vAF31I?RO+#G zSH1;FAa6zB!*QPm@#5(N$B-%1>IH{F>~YJ(g;8uaJp}dk@%-4i*BtitE7H>RO`hM% zFb#zWp7k5%jQZ=Ek~E%{uIG zMF!ThXqHX^@53vkx&1`)F12=BB~G{_FR(cSv_U!@;ayMJ8CqaJ+^2Q}-n+A`=-d8L zng3X>+oT##qyOQ({$tlVcDkOo211Cu+0P6w=uk4#7+&TgcV2OF@zie~1gu{4WJ-F< z1+TaIiy=2&_(?hY5$(!ZE{7_SG#OVYUcD6ua#-Ej%XTw`l-?o3)CGMhS-_nn1Tg&7 z9@%+%jSy6A^`sd;J6P=(PX(k)2ByT&7J+i;U$>L$e5lku>@kY#YYb=N9y1y}qG{KQ z)de}8zcT8UazZRQ#SDH(^)<`G>mQgc4`$k!@Q0k<>xY9NF>5R;ZiKFE=A4}=i(xAT z!VaGE4~qqabr`|bIG}NOZ%q^-?%$?RKbXq_wGlY0!NgQHY1VaN)16=&%L!)D4H+a! z=g$()I8m~p&y2>5&I<-*PchU&6i)Y=h5dyz^jyL4w!f)KzZh)_r|4y5V{p7JU@O?J zI(AcsiSzz)E(J#Om(baqpUT1j8Rz<9W zez7956u(3h6vukgsq81zNOAIh{-g*?h#ZVOz}7x0lWe zsKHJ24xMw$xZs0|oC=CffKg}$st*tD2rFNWoNt1bl0z06py4y}@j0J+<(w^2}8 zX;R}ZT_#{c&lZ85)sGnG*Uxr>KdaEz9K{DN+wCsb1myw;b{gyD11|@rKi+Vwxd7d~ z+$ZlQN?3%EUdIXoCFr>f40>V|cn}tigh|_y4Gx9?cohza)wN|r20fNWm>#yD{o<zpRp|o^6c2nZ9f{? z{X82rxa>vclbS;XRlmia8u$vRSETT*2{`-k{6YYIF}e_>gy~wTVzg@n_Iqfi{v$Le zU65x{F6;JfN724KkTwk}ulaZD_X|#+Uis%)6IVqo8}3MWpO0-O#^JIyNw~j_JQ@i?%oKSwdl|avTpITbGBM@eQZ+VXGAmyNc91+^uDc8;r zz|A9uzT5a|a|BlXtPE5{|exR;)5fkkHuNMH9ozKd) z^w^^hk4#UxWyV&GI8p(zFZ{+(ExD|2h>z-RI9PD*1h+SrN;6eLh3M>~l+LPRmb!Y5 zioT~uohGx6e|M)GBy*uubBPMTH#ZU-f=dZmw0dCX960x)L;R!+O(SG|bD$O`hy>%+s~Ah&@pjqXqJDDt}5>E0IF<(nwa zygb>O=?`ihWZa?wi?!0+`8~6O972z-WR&=#uIqal7@5Hs-E5CO&kN`!-^;8_jBMK8PwU#z@8qL!hT z5WH-d(Hj|;Vmg0$K#WD(Y|h4Q@Mc%_$J`)j;awlHH?T?Ird` z6(d+gJXYquC6QZP+y=DpUsH^`XCB&-X_l3Qs)DA^)r;XFerks64*pBIp4*@2P25RX z)*?n(Q`7&(A1aNS<8P>whnJIro?(kc7RD+G+DJVpMpzEwTQV*MK~@v$n5xY$uqIh8 zl`AB}5i<#6eIj*|fH_QpOxnSX-dZ}QY5PmQ>;7dRnNM^x_ORhXNt0NByguC zy0@PgYy@Q0t7)(F*T8XNx3Uk2X3J_`-v42f!pS6J=39@{HsN1n6xlm1BIIo%muM)pg@aj?c`ba_hciwAfn zQLB!d8Xbe%DxnLTFcwxT{VyODkZyE;|M2JH)GvgaT=tW`_>DUb53@}|&o4+IZ(=dSqzuN&Dec7VO){DRwLC&6gNs5x;AE9) zC+c}jSXE=REp~59Q^Ue%@_6u-TB(Fk_$Juy9Cvo@E@kPhl|f^Z!M-l$eKAi1PqH0& zkAD7d@3tAgx%dNUhU44YDC7(?wD85tWgJhcfOzc9>roh3M76o}_OjfbZ9wL;^3j7! z4D$2)O#myRPXMpC?K?Po_zI3gk!djLP1lWVj2+;N4CBVmjdj|7>vlZaINbTW0W4@U z2$vPV(ZT;ZHJ0xekn@J$qzde9e<6=xva?5xfEOtnPX9ZT%ID}&MCJ@RVJp!)RSwB% z_w~;@_@1+#m|1e+pX)ggsNI&ES84|Oy>nhhqW+wWdH}L<*4;SVX{1Bw^wluw794~c z)Tm`J1|SMiG)sYX;m;$d`1FGY(YyTI`S$XCe-r-qKZZu&?xurI=_F-qCfuf-D3GUw zX$^rMgj~;z42}%7#mrGV;yI9EUSIi3*4eKn2V9#&@8%Y4Crj3E{a1%mAYs;bPM6Dh zlNHC*K=&D;!KK%z5K|%fI!T!Yjd+}aBoipR$`H6AF{AzgiGa6(_I)ZPnOp7e*id_7 z|JYJIgRnwj6mnsO4U-y<_HiU79i_)q3&l?SY#{X%=##d^B!_4W;pV?Qq|T-=c+TgA z$!(de7pzUs=aYlWv5ZUme3p0lsWpGkeAd-N_H0VehtYq*hw06z=j=bX<2G>KpH@3) zHopt6D?)Zke|J(7K84K=&LuNB6{`O+2fDJ=x#xoJ-0C;IH1m>4o7uPl4)ls#nmDtO zEjN362F{tg*L3#gTr>$ed2cpr^v~z}=Ez%gOK4n(rrPFvICs->|78SIBj~p*rXgTdi~6n!Av_tBespNn@d)221Fw2 zZo-D7`IRN}-I#hq9Fc*h%0t&Ko{}dn*wMEH%{9YkEUgK5NM1&xuj9%v7#$~7?G~1RS4+YzI_(`ZEJ2A5Bw8%VH zPCHxhdIiXbWQ;-t=}iWTblbm+R#&8NF_9W0Sf&eMl8rhffSj?K@OLLTYCMm3hU%{4 zHK(v{N!_lg%C0~ODuHDo#9~0+L`UdGYaS!l99AgvA>X*2h60rkD%?Y>>PqElL0IX3 zNgo{t~&Dq#l_!&3j z!cM0_aBttLT|LpcyVpTeH(W&SaeHH8icPq=RX>&Kh-l*g)0>SO$Wzi6SI~ zr5+(I>B9qrI!#2)gW^0wm&dbK+Ru4}meiB?{QF*=)+g<5?oO7a=zlS6%ut5g#f55O z+?pQetq@&&F@o19KfJ2K(VXG5ErTI~a(y%5A$_D%^j6@7e?+`JCbm^oQj2P0 zLPb&dUN8_KwQ&%qF#jY*9_h*B!9G zBPM`2N$2rC=iqcPEH~j0bIwCakzF9>drZCGtVzM|q5SFtU%Ks52tar{R2ojGCbP8Ee!0lhy{GGMQ#NPW^PU?nKmK*gXgJ!wJ<&?e z0hy1?2tbkqo{G1bc`gyhzu8_SG)eJ;t!cn^*1IV)rZG`ug;^3Uts<-Ol-~3XAGH!V zQ4IdloU}cg8Y$RuaP!&QSV7+BhLVr!<-n)-Ww@i4ODE%HzDIzw_5*zG(7vyP@6*ilOfg3=20ET= z^YlNFewTIud&|0VEO`$6pOjC-KP7i?+2<*eM*n^d@%!Er@^4`a8`yq8*97**ZoSWg zSc%F|q3;2vj)I{@d0LK|1WH`j?1lyc+Usb~2g*VF9V-xbED32vYra2=@~^M;pTxM$ z#om1ZSRK{OV~xUSBCrp}qL~_b45L7PZg*3zMfM+|l^rjbyLPJh6Agqd%WOXCto)#CzAmL;HA z|5tF#zP(IUCfJWX`7?=Je$tsn_r8J;tCsXS;f;O%33L4YA~fUCyj^(IVb+M@T9iw0 zyT4>I9`tVVEaP-Nm%#MHQ!+_+{)jD2jmG)TgMS5rnSJ;AA4_TLc$On3iCpfAIzH4kt(pB%h;;zAP#$;R(GMn)Y3u%zeMBp03HyM z{KVrvQ16tF?^Y{nS>LJd2(Ej>_Kzj-D#^+cY~~+{8t_1g z?m7<<>24b-EA?J2TnKS+U-O5<<`SWh+h}zDJN!CCsMp96gcs(LbUSj@zZnz_B(B1a z=VxUuD3G_Md21WCLTT`ZxO$=`d0QsSmK}o4iS#$O(EDDD!opb=w8QEsr8VoXqoEgg zBv9rcY^Q55y>uVI+n`bbtpg!-e8vSL!R2hZGYz3m_ zCtnt+&_4!GWsH-%rqXpz+A<7qkYs~N(S^AUaXeP-U<&t-l0xX$dOGQRmM^Pj{Y<`Lc)}X8pFzv2la`#7 z`6q(0NQ+FTcoTKSVOh(rc%>t*pU1qP@CA0szCVw!pKRJI`Op{Z%sgg1i=m?p^ks%b zD4LgQtq>fSB00jl7>tDez7y@UV5DNfn8b;C4I0fXVPJ8hyuZ)K)m**G!4#Z0YS{(~ z6<%&07(JTUywenOkIDA6uDm`fhaS(I+INQKha%(Q8L!J9myJ4t=T^H#8?>~sZY^-% zrzpVTuZKWsJ^7po`<_A_xLhGsr8$5k18VyfQ~YlD_9<;cY9ThqQ0XQw~$o$ns=rcB55#iYj9 z=UZt==j-yFF`kd`ZK_5@t`dpaX^z|yO*p>pYDtyc#8N$GhPhqYfk-x-+!4$BQ$o+0xgAKNz zgOkuL3K|2r14Y`6iIBJeB_N(8e_s`pBK1W7UWowEKxyK}Kq`shZ$S1?`P0Bp!|e(V znf+K0rP)xSeZ{A>-+q6A?l^(n*ZKgndqF)R`P_*r-%-U&or-vC*(1PZnh9(76R>TY zeaJozL%u|PLqx|Q0rk-ts>>znu-|!T22v5&ChDVu2mU&hj$p}cV~N_lracj~P|@&;Egj$rEX9Z z@~%gQ+{d8s$FQtjnq-VyeX8BLX51wc%1*CEKP3C8%WJx87~2y~?2+!g{D40(X5@ud z9j^2AdTf%*$TBxR(v@G7WGxrN^|q~e&YcH}J)`VkdcwS{snZ`ix5Qb%8}peB0U6cH zdYgQvrfaOZEr00y%d7%?nm^e|UI@v3kl~Un> zd5N7V*9!Zib8dCT@jAmKu3IC1?J66g45Dxf(X(bW4WgT&ghC3`!2|JH;H`T&FqDKT zRY`o|d4X^zALUgOIB?(DBOH!nf}3RaC0r+sR2Vzc2Gse~%g5P=YDPS+KEbj&VEs34 zOY$h!4}vjATr>xfwB8%Rj2$p|f;ap=L@Ud6hBtQ&Us?+$L7mlOrkT@u^dXMxH2L+T+7k zG0?)dAf(g(Cg)S#Tc#q>S|vbvDViSAP;|GGW&uw%Z4vpJB*g9ET1o~kJ@Xu zsZ3MNJ~mc=Ws*-RHoJ@_b<(d#oZ@J5DUP`(8a0@HO(9P*GcwDg<4jw)c>qg6LoLPC z-{Ru#7Ko5n*J!{}4qmYK-x&dB96516yPYKya`w^|W@A01t=5MboR>^>KHIyqo@S1V z=XzY}4Slda%VdJdeMVG7@NefZ_al^!LvXtNCL&d?$Nzj~pZ?8Rd~cE&>DsJi`){$; z=0w+Uxkvy5^fmYwUi1)A`Q(+JMiN%TluA7HOc2 zopmC4oBUCsk>!v|`e{EdcOl`*QJ@$aU$?Ct&*d7c@~-veby%nxeglbz@>33r5igV5 z*K~PBr*dRd^%icy%og+>0xWbXFr@ZLngM@VGt--p;+9Rkc(_~*WE`zl+VKjpIaa_N zA_MNgx$}d}+<|Me!q!ZW9ZM#+1aW0(5XTMXYyEIk;=CFH*Mroi5I+zYF@GnNxOS&7U3rJ;m;kXy@Y#nQ#Zo$}am6gwF*HGHC$|4Y zd{|S7(ozf9^LBgDTP3w2kfG2oy9V9|(V_TABg5r`7R_Fx)-~RQBsRm@&<7{Lnwo(` zu{T4&|0sR1HBhIV-+u1OyQIyZG`K|0y@$y?EiUdo_FM)IcYz%;d*3dU$CmKcjLKQz z!(0W&NG3svWUF!|i?;di>!}Lv(tmUOtR)YEiclQF4y_~Zv1PQ=RJBkx!@o6Y92zSV z$uH~9}O3rUIygAYiRTDyMevL?> z=2Bx|KRv=BGgF30c9<|Ze!k#!HJ*fK%4HyYh391vBa>n{BoahKGKGPbG-B)S}$HQm3Cpm)i5jtS=fR=zQaP}{u*4u%* z{5sN+T;xcYUD~itc#zBK%7B6yqYk6b(SoMzJhg-8&{_K(be{3`zqY ztxRs zvWfOC24#2YWwYXX3qO!ciRT`KvSf4a+Hp?p)ICDpB|F!kP`C{H1vi*j!uMu1j-c3q z7d^wp*9bA>ypX00>hOgrBd6$7Md{;g1f1_%Z-?0j#`6~Mx-YkDnw<1yq$dY}A+6@U3?#m~Gc-0%!7{6Nh;@lgGLX7O#w#nCPR!WLVMM^2`*;5`oc`lv z_J9H~Mm`I1dt>%m3Z*)6pXnk%AI;~fx5kd5LLR86F)9lV=^%|#!+7EG@B{OW=H5|n zxAT@4&GoehKgp|Q395D1io^%!cG^ZokT6gR%YE>Eq$R=}21nnKM*}pSgX_LMp?bCN z2zd8KrrTsEYb;7ax2AY6=s?9TQF%~sdo@@_XS?Bzh*Tyv|fmG4~Hb7JFMa&qC)eyDd=~xVVYt-@^;s7z~ ziXeBl-lW4yQh0J{y*8}D;xTmnEM*5ck1maW-RH~(ji&Yu2Aa!6BGtK!1CJ6^)S*qvts(jDmawnN+4Gc(wIi%;CzwXTzW?MdJC)>w zD|K)G05uY}^ih*e3J=MvWcY>tKtO+*?3u;_{4`MCf{EEw zeneadI9CRLs+qvNACb*1(v~}vEB_?V`3hj&l18pajW?24#lxxXCcp|i&+Ba!$CXc4 zFXZy=wkTv&`TFHS^!x)uH+hryvU}(+6Ze#^ioZo^24_2=i>s*z4GqRa8y! z=M!R{!J9Y+RJ^#-7T^NFDM&G)cUtp|wH2K2%5aO5DXL13*A-ekIOQjIXC{tw52|M~qVw@tO<9N6(F-FdpJW^p zq@Y30YIbN}c6yOj;w$<;YkLz14!apH0en3>R1Fgr&%99r@W1z7CrnFWJAd@{e7N=1 zcuC#*d_(PM#PEI9dC{LPR;axEYif$w{<_@uzN+5%AM;3-U=!iwf1G~Pw|l;C2hUSU z9rr8ij~Q~gj|3!`uU9eOF4cCYH;yt_>F8UA93fF^rS0yB=nWq7u9hf^vEL?X9O-6gJ ze;k1`9W4o395oA(4wNX!#)%@V#K87V6hwMg0GFd4zQ@}uBi{3^+`b4+2ThIP9`uMB z(vv?vgHB_qxl}J8h_G9?Q)W(`J?%$&PIix;eulo)pNXDIGW9v9oL|MIT4)Bp1VH&X z)0#%rY1yorfCbFCJ{0FdpqsV&smycLiC9*Ww~U(9U{4Wh`yGN@ghr%*7T;azQp@KxHOFQsz%w zf?xC#CCL!rdO`Ev1FIRt%I(bJ%Hw@^yVWkI8Ie6C*B2}_JD{z5yUWA^O`jGI1F49$ zZeOT$3zvu2CZzm+^E0`wY;`ygymFNm-%9Isvc}*E;`@P8bqKhRp=u3!d9q8|+T?2{ z*Nc|h!R>6kHzx3{n_WfN(ZefD!9~uMBbqq2*1zNH8YVcT0fgI7*wUj4AON%sGdUiC z{8iNt;Dwa2u<{c^DZH$y(cpGCP7F=u=>{3Zne(Is6?iW=)%4xG86^T)3GZZ3NP6sr zLIem*EL4ig)HG4&wDL~Ac>-=eGYo<2BI5)AQ(RA+M zH-5WV1)#y>*Icxe@c-=vK<04LteG7;F@y}(gfr%oJtjPZuLEhb#vFzVi>cD_j4tIO zf9pVu;Prm(OAC(Gvyw2wlhfR?n)NQ6QSyJ~mC*=ucH!`ej`x&7b*TnN_Og^TM%<=s z7lU|T+w(5)#q<9$4wKYYB!yOIx^~tJ69X;Gf!CLn^OJ9inq=CmeH_k}C?XbJK9`zv zf{Kf$>aM%NHH0g;KkEw{gSHn^L`7@)o}^bKS4&zZsGv+Mmw#bv5pgs?Fqr?3;y-sX zZg!M_Uxf>buq1J5TDn`TcA8|no#V%O<8|3U1V9m;y&jP>%h01x2Fg&8In&`YqaF!R zhV`x+WFT4}dn7GK5~vy6jF}J)A{AXo)+h}hvCH+X=>*q!(8pnjUJN{7SeSL z2<)z$Qb{B`Lg%9Me*!dOeSLyA6S&^muRW8!FL?Dde2OwC-P|y2!pyXDA@=Rp#+$zz z-@Vz3ukJ@)J1=b*zg9hmB5Y~cOVd0(veYU-=}ucs*Co-3_*_~AC!qVKvC zL-?*FV5W&38-CYuc^V8msT?tXM@2Sdp+7zS@&&i@WV`t|j! z1I2rAolU*t-7Q`e&?% z6#Kk@zSQu}-8j&r%vvSv=p(BE{MwxZ^{phD8eIl0_ zNsF6^0$nfm`&B1X&%%~t33-u6=FnX(Hr>9=?MHM=6?vJbhaW!PK^8g6Lu$Rj;2~)e zjJAVkmP>#Pi`<}U3WsRW`;MkoMGC~Ji3r8>_67L*%jj{IDWD9id1rb7Vh)s3SKj|f((9|ZrY269IKMwWIgfnhQG=OFR zRb2yi|3;?3cm2?jcIXsFsDT!IDiQVXzz_2XpViUTHzW+LN2PKIVe(-tDLOx>TGB1s zZtE&*uJM>jW7l zsu;mD3UvsQDVby25zs8|>go$&iNsMeMT#mOQnk|HQdWb4 z>;TgZlR}5nNOp3jZ{l}dN&Ir8OS9Ex&IS>(0$xb&weQ5j`eEU-V-F&gffwrcwDcHH z?hRK|4hdYkdSh+ol@OxV8FReF#Id{l78Mo+*_XY)QiG<_B9UR`v;CFgV$uaAvOUa? zUn=M6X&8HPPqFE|IPoaKU-`zl4`w+mGl?`Z^I5_Lo#J2zL1Nj8E@@v}%ULmrEH3fg zv~jz`J^i>Mh^l2scL9TLEkK}2(V9$%So%Qc+P~^bRAYuQD#a@(045IcB=Z(O=WhWhgsNHXEywbdi4nW3dH*coS+ z=G+V9F-;fVS;wdR*_kbQ=DL*c!T{`N)865Knc=A?X)-Q=q&WW%MWbzi+V2Rbvw%Re zS!v&6jz!GY+677GRjX$Jx5LnCpI`h;THHB$XJ#jP{0}RMVS@cG&GjSky>pGBEP=v> zIqk!@Cc@qNpAV$V(yc@)9{?rmBNM7+C5}zqKDY$4zgPlaABKvBehxu0*nG@Fy4jBo z#D%9!)+l}S3(P$8Vs2YY4mnUeh*)Q<0-a)c5usd?riQ@0Jl+~+N*!akgKX@>OZ@o^ z#hHwqo=@{sz zf4EHARr`u<^n+=4%E z6ftW_;_{iaB9>ZnzvypDi5&`YLA_HO{vlb1GVP=XR)x{W#lgR9pEphz)ZKkp_E`h{ z&QIC>wVsIYM}!$Q9E-91i+z~UB?q_)Wa{Q8BTy`|q_uZZey=ET__n$!>Up1K0gj09 z?!{6AQ1dTsMEnY|cL;!+JH~jk9zAOP(UN)YdxV2)&C5<>bFxMD%U9>rl)JEIVePF3 zzj_n|A0i%~=yxDv9nD42)|p!k=QA30jlQ-Y&2w*9;>W~6#oIOScKjO@S$r}}nTYo9 zI2}(>L!2XKr_b&?d72o?r-7H_Ks%;Xrd{Zck> z5Bm9F)ROEE@k%9ES}Klf8s=pQYQYUT-p8-SY0I%>4ckiX--IRLg&V5 zsAuViYv+11t+Kty;8!gj6K2|_4atm*-R1ig z{E4OE6I7Oxib!b#hTI5g4xsG^yTRiWoR`0EM6s84-l`12EePmor{TQs88ZlJfAQ+h z`Lbdt8PCXa@*929c-Ju%+q`-F{ziXY~+T8yz$LeYo#IWxOfsGzegpXJN=9v z3EQ_D&X%(t|BO*2P}`Cq+Ny$D+hoBFMw6ngHqG%^;S>;S|S6s?Ai$onz!U zxL$;^HC&Y_N_7_jY!-=3DQ>^`BRt$vmfhR;sv3LWxQQ&Ow8=Qmu?l4p2{!5$Qmr_m z18#277MYfLlQOi7_7`uNyBBgHqs19>1hJ8>VhFm9j(fIZ2j)2DvH;&71L=Y(l!2=L-NedK93Vy7>#M4Z z6}3B*I)>g2{0Wcir)$iQ#m@u#smBsJ0T4mMcjXiPdM~+g76k#1@T<{{czH&l5 zfo=Rpm;}i9T6tj_e@Wj&QP&2|V1rm^;d$QE zWKyIP~rAfCSaj#D1`z|cYpY5hL4M|w_U$8dDgl9 zW&h3vmEGtlDLTRt#j169BUY(NH(8iKl}senbV5;_#<>zXqL)KM_w1v3N?r)-F2pWU z7QBAv%}eM_46J4iOP?v90XRoQ8(596+sA5cU#L8=-=P8>@DKH|wax==Jzu-SCj{+& z32!}b3uQ0YlgLB}WyiqS=qbnj;}U?(q)OfQU288tU#0$ykUqHXNjED|ck~)yB z8{e}Ruwj0VrcR|QqKkz@+sbB=k@?0F;=LodyeO963hs1)f3FY2Q5zzAG3sZkmhvN1 zJ8s)lWlj7E$8l4aU2z3UJWW zP<+p2X>p;`4I!Rq3g-?y*)8liT!Sgs;mdbIs?-*T`<`I$u;9F|Kx2@7Bye5mOSKM6 zv|)tPPK;g4$%NBUrQp+%p!hdu6#$x>{)qCR>ytN_+=YXejpx^L1medOCEnM33&!`= zFSPxmrw@y_eyna=w%qOi!wZT3FE2zC`k!sRhxC1el=JT=8|2IU7aLxRml2}GA?PYt z?(SwZ%X?0@tYDQQyY&K!_C>p_d9v=5Qrvf+d-s3v)c!1K5V{{=Daja@jZh}fnV+F{ zz3B_l6ixF_tw;GL_b4fU*zS(8^!w9|oPwpapX1ID6sIuyK4~kr`elokiTma{2l-3} z-&xBXyJo?L?;y>;ej(=4@yhAau4{g}6$EPB zFK*=z0R>Z_l`E!xQ8z2A2EmZq*AmxA$oXJ+-8L*!Bt|@ii*4QW;|_Vxg3dR!DD7NT~t&VvVS-HKK7tcQF1D z{*X)O&H*RLV8`R6s4-u<;HYGhq)bKAMccBXP29|iA50fSty$g^)>kkl!XrhIN; zPO}q^5UAb3bkt==u%l-~lzT#oH1Y+!7lV*=b z8Yyk9hBIwFr=Dx2K|iX< z=3KW?AG5s*@h?66M;9m^(J7%0GSL#P2~0OhXNov-?z||k>5WJY7j5Quwm_aN zO4lcqxs~W=ovRD%(7mLodb|@?KNyh_l+cXH>Ffu)pX+EmY4gv$kLthJ!A*O++d2=| zoVF}jqT6<174>PTb(*b3jpjYbqfWMpD2nld=+N(qCW=a~CS4f4+zGw4S1YBni|hqz za4B;p)h9IH9VD`g+Wm`Jv;6nvZQEG>_48Nd|9p#h{z&9r1eNPiFN+U@|*g6tAtG-FAREtY9tRq*xKR2JsS#Uoh-1kT+i%uQvo;3I`E@z25V7^??u15d z=-IyK3}+tvhCon$6YFUC3nk`95flfClIp*Sd%%LJGw$#exKg%2!nMj^$#vYPErt+X zpFCxW9Xnysz@gWPcNMZEvd(cKc3Ditd3}j(g$}4?hZkNySux)YmngX?j9fncXxMpI5-4%hl9Hecjn%C z>!*I`@7vXTRjvA$r(aGJ5Kn*ju>R8tmO=7{JquF)QTc6E5=!tke{bt!XmE?KJBRfu zc)q3Q-OlHL&aiJp@Z(k8(+syyAIAC5*zbsBUJ?4eAT7%OxgiL}4$>KF z9<1L^6>)3;$0&*&WwCOn9KO@phXBE4W#!TuVO zE2=q)ELY?Gk!uj&PB03MMDO6>d}v%<9E=Z1s8;!LAR4T2KkB_?qDu~z^H*aVB5^fa zpN|2u^VWI98Et=4dFbiLVZ0p{E z31_n(;JuW!wT;1$wy=7+U~6&d&Rl{m@(4Lg*AHRvf|3+SQF*l4Ww3vPQeTZhwH-TE zHx^<<8k6l+K8ue8HCo9{zZBNs&iy#%&II$JJ(??iWM z5Z+0z+zAg+^sKN;vk{1PVHHg}SyvyS_^mXqPSLTc`;`@4+*E8I(-Im&$If1^c^nf3 z(9JmoPw_nhKkR!C^G}XfBIoL0gG$P4jA~JuH!#VYAMK<0d$u)Wca=8_K41 z>_~ybnKrZw+2&a;a@Yq$?$Qh|W|7%4=82{h)fvVfW#+6vK%PM1L`8L7af@&~^s`uW zRz-?Dq)68p{cSn2ljo1kQxQDy2KZ`LD1%TamM>6T9$Y=~k7z(IW4YBzM*Dskeaoo# z1`ql^X9gn(Noz0K9JJLfkVca@ttv-xHs24-*REj(gJ7+e!=xA2HN-VJryRN-;jKWT^ zusbA1R=M77+WHgqcH%5IZ7faUfVXze`A`aWT>t9Jw2QQ8@j7!kSLyW0s{@vTYBrD} z7U7)Q9X;r#Wr6aOL5l-@a-wmtt;MP!qeEoJ1H<)5^DtZH@>|F>Dt5ZW7XeHj61{Bk z(_7p47xUrDSA&7GFM{f~ueJFR4w<3er^_qe^Q^c5f|D}I8B(t;O!FH;!&xoU7igkF zg%=LMNx<2gc)F&{dCqvnHQrpnx8o$NV|F%C!k*;5Io;4d z4mlF`mM^Vl1#>x#O&l94JRR(N3T|4kwh9IcZ|>id#MLGRI>69~A>eZ@9OH922mWJs z4fL+nlXf@sMWXzFJ?SsEcjP7X-G40LTb#bv(T0O9J-&MxW_kWEs6#zZiZ^UB->QPR zUa_=t0zLgmaufdovc*&XZJ9>4O9yiljG^0(4q)_U$6$Zo;+*%Dll~6n#_ReKSoJ0D2XPZx&jR0HmmN3e1O%$5b;wEe@ z@0GoR`4*rpalR%xH_+}@`@k&>gJt^No@neh zyKO}mFT60u?8C-1l;7leH?iyh$1Nt2)XoHA6FR@yd&g$%9?Kw1W0O}=dp}+E@6c;V z19R0iPMl)j`+(Cy#cWd_p^5u0@|D&nom*o(Ceeq~bTt2gL8?3rV|yZOQ?5v{9? zzZMThFbjfbyRJY`)AQY5U(5!WJ|J{3l@%+}Y}T6JbpCh(c^Ei)?8M<9mNSNu1f9q< z{?kwLAKBgi&QN?&5Li?)W)AmqSv+>)i&OVunv}qhBOAo}niqn;gBs3a zqyt5{>33_)D#hu#U_jq|g{fU-Fg_^{>flo;*(oampLY~c($$6brsb4rCq>;t@-$P8 zF!1wt<6ELI`5jT@vj7OG4~5NQgk0w5`R?1l4MzvZ${%5#54Q5>18yJ+$o?k z7#Y^1?jg@4x&1wD@Ix@=bA9DoGCsPxUzBHI@?p1bgzkctQYT)SzNr`@I{O@tyOUl} z$12K{4ar)(JOQ3^G35Mtm=O*7i=^0Y7U)Q0zkEhYFalO#_Oq1^V4pqPEnn4gE5wU9 z9nanXF1nsQr>8#t)n%IqJ%br$I?hv*`qN9RbAjR|Cu*?@Mht62_90oc`eo+}(xOSqnxcmkNGyw6ea3?wcW88<_v z*$YV?Suwdf&O!pmS}GU@){$?w-i@8?@Z@8>NshT+qT zYS0nKG5*#Q^ndbW_ALD$EOR>O{;xgh?lJp+r2*UbhL=? zV@0)BSe|RAK^*&dO&}ldUW~rZfBFYi1%UP~#pz2p#PGQ!mm5cEh5Le)MsS;8e#AxlEj zLJ4&G$x5~c0O~Q(|Df%qtSLGO=S5{|nbz=mTjY3#- z7MS(aY?cTVpJpt10~a#>rR*gD)4}^k6w~uSB~cabR2cS zFIKPdIoP@p#TQXEGoH#b0Yxh$sKxixbX&sj9Xu|_46KuQsv!F55$)oGpIS_8ilx_b z;iIz-Y!l?eegEbKRM3f$w=58eRe^Gd#T!cBe}SEeA#3L079U@2iq-oI3Ar`1d?Tj| zD(dm-wz3Na-K5x7wjg}VwKCiD2r|UM)h`&th$zk2w<$&xhz1XujL-?wL|u@5GJCiR z6N{R4_;)EH5=eco;z^^Dm8y#rq0b6Gc$OxuUD8U6`3tQsXuLvmxQA?}AAq$j=!&5D z$`Dl@^eqi%ec|)D7^BElZ~a)KAbaw9ZCF2&g#3ul$Ax_rUxxHM$m zE=PYUrME>g7FE*PP=u{A_=5%S}}AiamD(m!v(?hd*Eim(LkC z7TS^K>*dPif;|Q;9N0@Ft|;Ek@_q|r{DNV?8a|C0xD9q$DThsOLvNLPhnwAG?}ozl z`IA?<-#w1NKmV5NA}192NOz~jTEtX7*s(J+WfPe)731V}LbqDEs$Db;=>J@QuTMB0 zk2aMfh=XpWG`EEEheU@27nJqX;Hoj{PTji_;;@67^|D7J`&PAv_n=$V|+|#`6;v(s3{P%^p2fbX-CG zwEU#G8O`!7wtzD{T>~hykq1(@&#YW9Y9adIoD>^PVFW>Unrj|j^aJP zOoyHC16k7j-J2Jx9#LDhhwSv>4wKxw0^ex=1bm^w;VLiHl3?_+$4^CxSqO?{bZdpa z^xcCwmgLX~%eI+Yo~7RFX)auIELrhE7mPeK{mP#q`+{pgIjlF79;36H&({iKV+a4q zyCO#4|1RNv{qzI>|H}!3#lCRkv;gsExa-oq-wArM`}r;`kI(@Ex{V0 zXQzm{H{9h$$Rm0-p}Ned#n>HrFl9t)qVV0Fyh1s#Vp!2+hrwFzI&@QK1N434Dt07M zl?5e;)YTvj;15*~Isl=8CE}md-@s;O312|bOot`;B5l&w^$ zeEj@82pNQBTnAn-+c&xCWh^ENKwWBD40vth4H`!M3AVZB6nJmo2*N@~xl6n*6epN~A|3;^cKvWr67(`)&HKrQ?SJ2&4K zSCjy14%FixJ#Q+HzWx?Hq^T?gG2(R4Gw0qAuLwqtB)OZ(VXne9NL?)p+(kEV_o23b z_xjO(jKkJ|9g}94>yoRAZyb@6wS(nX0_|STTyXz&@DN*#X0kg?Wyx997Ry;j=?@iH zv#Zca#(Mj=H20m=;|GgR>7@uPfr)NTIF25Dzg_=k!?oxL16YQ@&m|O+{6el(gpLtt zuhrEArLOLF0)YzqY3+;D+i{+kwPzAOV5xT+(T?EM^-+xVZjl=*AXPkf3e{%Lab=7@ z8rd+MlZbteTD05U2hX(GE$16eK=ZDv29@Ra)H%C?J|+HYVXzcSsMFUU6OMN*#cqnT ztWS9c_|>V@hNq09x{D3=O=an6k=I%ggg^K4$HQGM>4xZJzhbEn@P9qD)3|xVpl?W5_q+if(1`J;<1O5yy}d`J?KC zOxz3RyCgxVGN>#WrwKX+PA|+j;Pam9eDPxopFRI`$nXuy@2tfSVa<*6;{Q1WOx~KTR&-aV>Y|S?3MeS^y@eHxno$!4gs{!>dGaJE zOVA5f(L|`%CeW?L38aov5a}EWxvXH8KVSlu0y&Bb&BcgAgmo*{FrF`` zpaG&>3QLEXPKKD!Vf^(kUk%KB>BFrAsacV9olBB?8uA_!U1%FIN6<)wzR{Z^$tHu8 z_4M4Uz-qRdJWu}?k;SXkd}Mbm3^opUPMa3;szHwS!WkmP^1RL2X?}Itu|X(&?wMScnnuN*qevCEb0{)=Z?1t z3t9j69va~W++2b~jJJL^=|ZF#oBDd%HLP%oZ(-U2yim6mE}A%(yyBY3Wbq+)o*9cF zj|^{qO?w9n_w%H*Z<3@2WqIr9=A&P{;?by24AlypaY61`kqYKQ)2?-zK@zh1Sk;-x z@nB&dk^#G1B^YARa4yH<_mFkz+ zpcw{MxG7pP!w_`&7kNIpp}2~vsjRntTWIol{Jn?9Or{VDL^va$>aPM&tz5D~H98a{ zJ)XL^0D!uGTIuTptI+}JZv_Oi3A!#)YDLHj`ZFHaSCz_Z)jJMLDKyQL`*f=Gx1N<_ zUv^?WR%QIo%YkSumHo69ahDKOcMqYFdd0zyna0WAgYJvMbjw{5YpR%%TvM&61za$2 z07uVn@dQDU>|~mY`wE4%aR&QDd?mS_KXiq@Xb#UaOJ0fW2ZT1<H~!GJuiH<;31#tK6i?MKyFSD{g!-e4ks{NIjBU9p2KJ`#ftJA@<)j-{4z&<`oD> zw-T_|naHxJYcCVYk&o1Xla(>;(><|nvqR|B%E@awbNbh@B!{|lj1^**P|+#0>)q4@ z?X=s|TeKqUW4WVt+`4bs>OZG!Tx?E=4YGOCu(lB`EsydvxIogbL;j_sV=cpR@jv=D+@s2*_8+t4hn~L>Os-7_TDwww;lIx z`$c9n5Ja!96pOC$Kh8tjm1b+`n|cFr7JxXZhex`x*pW>F&>KSFDG&~I=z#2r@l$!g zoiR%AX*k}U$PXvOd6)6?hVgpri|X9g@wJZk)nf6lIZ0h;{Ld4ol(WLy2k7(T%b^1* zjOPPRh{sGGl&x$JL$=*0-s3snqZF(i*{lCFeFa5-Idx6q@3u z^^w+x-o84nURpe@w6mB|1=kE%oWB=^M4_y_XM3;3ZOTaiw0n)a5y`17B4d11^RT?9 zvgLx1@E057EA4{t$SkbtW|={Jt72+ zi?2(FX)l;K^H_3^q5I`)&^xI7aUx1kJ#oU%;Y;NN(_bDd>3B;3Ple;h z66_8}b<|v1L~o;(za7QnY~J+eSo&k#Ga+8fCb*!UhGAX9^wweJYdVhmtc7F9jw@9a z4QP!3%Qww7Z_`p$3B*Ex0C@bvO4QMCbMLP>z4YHCuM2!8&Z*w8wcWB(*VZ(1rd645T3B3>SGkQ3+Zb!DQjETdgc4^*~V~~vRI|;?d^_QaTH!ulB$kwp1 zV{T^+G~q)%>;@Q$Q-;{GC#ID-ss$>D=;rdhflA1A{G1c&A<4k`fk%1@`8xh5Q2!|2 zQC_5rhvW8)mK3uq1Iw~my|Z?uwmwydTpTSEVeg?I`j&B*yme+x9B<#mN$X>@=DF?hH_Nm=gP8>ev>wl4>ivEOOjiS3rPyNEu%Y0Q)Dg=^OOtT zyA8=PdqfkB|024rW=BrFEitHEH-9=5Os+LIv58N2NQBtp1m+_-?v$}EN*w2VV4=~*KBukzW6&`^sv!$!(@eZ6V zR3V%cb5z&4l>=88RUVEpCZHo!_S$K&qg5lp|3XQ`%+l|T-%SSLXNBnz8(YvElTl%N z4*C5YC-s9)LF3|VsVP(#6?EQOpjM_>H&lKB%_}W)988k&rt)v$1ka1=#VY*vQK)1# z-|rqY=y$8ilsko7tL{zFIx1##?9o~_vB?3K#zHt@C4bE;h|W z{9UXsKOl zhyBb9(;uMXOIN7Z5^%0q`6pRXLQi*VM{a_sN(=E=7M%*$Lv^-rl%M3~_>6R4ZdUW= z`|I-G+(!%KKlKJ9z6^&uY|EB94^TY;VO3?dETn#*-{;>V=^-rJM(hs^PWk9;HjGmq ztJ)pKimKK>#r;ZA*BacoP|CvaQ@e-0qIYR8xtZ|%^fQ^1I<)d(3CiS@ zamyC~Eqo^&#o})>K+`}p*q7JmHZp%zS^ELRl7=WUf8I5jJ6Nn>(43&E%e&R7c<&za zT6B#uZ9U}?sSeiiw*;%8Y4IL|u2YJ9s`2Jf`*HJ@o=SO9CXjj9lkI%A*)W<-%S-W3 zcHA4VUb0kr&(oum$$I)y`f|yIk>(Dg^Q-!G(N|%1qp!QOZ+BAlxgvYR6~5RC=eS-E zVFYL8mrR>*b{&|MVu?@hX2nUyIPbxuP8fvH&A#gElJ>wsPQ#nCfjU%3&NJ(Ar6o_K z<#%QFNlPm(7s?tqt>)Y|1ID?ob+mwKIi8=$mml`4M&>Nzd83CaHRkr6YbRaVoA&nM zSlXw2<+$QR$U{Tcr#}s6e~+B$RKIe$Ha-y?&g5=t{3b>u1B-G-QfN1&u|f9&%R%=Q z$qp>Mv-H%MiZNY&uy8ssd}q1x_W^sFK6oXbdkpS=XsY3N$NmqNV&eqF|KHWBO{o#b zZ3M%o{;xZO_uPm9?MIp+CZEe7X*fGx!2??7uyTvb>K##aQg!wwBsIPk-y8M z>)-7or!6NSC2K|~x?$!eNbfY`>=+KFtE;VN5_uvLDT`IDudy`X&>^G z#kfft#34bi{)r4)d%XBC#kTI;c2hqNAj)THOMcrO8VrxXzhWeE_r4sg4jm+$#~uz% z+%sTTwvo}xvTD3)rP&fL1L;k*G!(ct#4HflVL1K#?T;XTst3HKQZH$qBlM|<`qTfu zScqiCFjZh0kpEp%Oqa3+1UhQZv`d0@ObP`^p&e7*nuX2?rbFRyKeVM(^F*&jBWntqa-xE zh>sfa#TL8hDN>LsE17ayoY}4Ws6p|Neq*~G2h!jCvT#m?;N$3@wG zq3MlM9{C?J*6#4YQEHZ^b6g&bkq!-&D#1G=zSK8i2s42$wQ^DNN5wzQBVh#h;j%F~ z0b%WbD+1#P9+#Hx+cIk=hIC}6)x+b|V%=e+tX1Pj_I`jV)B($m3|@^H**X)DfpH$r4&u2;5zADR-krB!Ngu@I<3VyW%{|BwQ{A^2qNVpFO7uSJv#mF(+LlrOUcVtW1N-y)bj;p70Lg*S+N zKRZG37Hj4G3;qj);vSWzcEc~G;hHP=)k>hLNKxL_oPtuIMvyu>-@jch`XZ9?N5|HF z_;j%i)v*N|=YADbwp+RQVCLGGE>q!&owCTqMH>fG&uv)vf6%Mnt>&wg|({p1QsUHUM^Gfn`D^waC2H~{iD18M2uYN^3)+EeGA)T5PYGbgt>VsRQQ;J%qG#PmNXAi z3_$;yll)y4n*rit?DJ0fNW#_+x24#OH>AO$N|PsXXc4M%5-nH4EiPegXrvr78xf%I zrGMkjrL`i{;A~@Gk2#gjj%7C2aiSO6%IrSeBO>W@kL5PY5G02=SpO?N!FqbzRrWRn z;#T~%sk+4c*p{5gj|gsa7WW4q-4SWwu8H(DEW{AdN1O6Ug(5M*VCqEAH$=8}Fo5|@ z3UHHBw~JlMTYNIA7AMz6Fl)M+T8YmoeD-ku{^)3L!PY|nVX6S5Lv!Z*?0m__XCF`s zr@v$wyIJAAL4elD9A@PG?VNXl`l);WkB1d3*o1cPnll6i0O+AIhfn8(QdUpdHLR+P-;0%s+MYzL0hvWktOwnyPM& zOOjX~`3+{d=)5J$Q?xy%_n~k`m?N;W^>9lEJM%>j-VtD|R9~uNUA*_;yP6JW&bYIw znKh6kXQ?7EZszM6vF+-*)e-e(_}DX3v!NXUDpbWPY4(ix9d!-tCt31UyhhV3r>4x4 z!G++=ZuT`v#amvdvU&e`8Co6`?#Ih#%(|_x-H>P3U}jzGC-LGyOr9;D`=>eGJFYzK z&GA?AZ0<)qQ+7J zNYUJ}{)pzV_Ew-Fs0{uPY7|YN_dMX^qIbf=n_59X`n}{<5BiAEdv>XQa47RT1oy}M z1Y^2r=OUWFkL^nPt}*dfM6LGr-m24vwf^OAZVIDY7GpEm zw#n_RPn8;WyZQ^G}d}m`OS z@zdgI)V%nCdPMy=IA1k6LhX-0AHC`P7BSN&g4SxH_A*nwyoq3sNDpb^!DnpkWZTqr2K^BnV}!I?5$ABY{Vd?iT5N>U zMdcdbjk^^ez3pVZLTuqUS0|U$^TfQJ^ZrGv#YcGgSY7UR`=7%&KG9xOwBtXZ4CgO~ z4tCGe(9z{E{z)Fh=N==(FTuiD$8y|CL~4~gjy+y$=)z{C#1~nZT2S%zd;z9V5Uojg zp5x4DR)G31&#Hs47RLHww;f=5BL`@dm_`d)gvG122}z} zyI;G&yygbp;I_>=5WMJ37(VQ*s~X~JA_cw#E;Kc3s`ut_(u-0|s%8D=LQ-QB02y?5 ziiIhq2=Z)6@GOiaKKyM;>1pKJtpM2YBM$edYJn8Q$~E9pfSM|wttYswpbo|thMNw6 z3hx!>zfoEn&)?xk#+U;v09ZBBtXcpU0i&=aP&3hxxXdt8N3n^w$S~-I0j-dp1wGSL z&Ullgqc$tQa^I#N7n^{jX9RCbJtM2M7cy*#fAGdVXzB5o1JJso+&x6{!i}bN$F?rT zf}OH{)ox9rY;1FPS*!G77DSUf8MKy}=b!!_UANwK25oyduyGS&Tl> z1&g)y;N-&U;WAQCmm&wub$#D=7)61)9>5Va7@;oz$)rrfLHp^)6eZ>)2KgsH`6hF3 z?3~8L|F2Iw>K~E0w-TP~7xr8`Ay=JoH>+8s^{|9_ds8p3D!LK;eVxkJ0^jVtRy%m* zq3cqdG%)MK&bgMbZqCLkbKm^?XW!rd#MPX$TubNb;;XLo~2AInZ->ZsZ* z^NajAibA1Bi;7v6UqWyv&l<)}u(le4F4kwT?~}TOQQ<7}9a8Mt6vG2yF0FDG{4eA@ zRB6`VeZ8IKMa|1(4d$R*I~T>%DyQq}432Gg&u9o(e(rm*9+9g%XJn4({YD$#D7OLM z!O>slGS}*IMW**HA6Z=ScK8{*{KV~edTIqllDQ)v&KiC?%J;2)>|tgJRpRcHeyd%_ z&RGTs9igy%M)8obNj01>+O3wgTY~SZ+i+`lHhJO%fuAHJT@ZR;TblAu&ypd&?N7Ly zlvl*9^RaTaQ-V5;ZTqULu%NN%EvXkc~0CL9;W5C+|> z2?+Zf-R!tuO`2J3n%!DrgW{sa%ifJLPI zM(|K89ADA_H2A#}-s+pE{+gM$c&>k{JT#^62PjE0)O%@fN~$GGb$=5rKUM zFHI23LWHb^jM*yzIpn^~!Cspc@#pVcvj}~ea27-(Qns4qJX+x`RXs+=Nfv(_%@jxp z8Y8EH1P#|whqo-d0$1d|yifK1NIm#`YdsKch*_u>?I`xn(Lb$>e$y;^ajy?OI27zQ+<0BX}D! zriJ{31{vN&2)xTum~m2J36s!MLuN4Zk&{fvCU&t-++>-BR1y67{B*EI>7f7OgF7Q-Ms^Q+Yz9Wdf|3(0{ro8CMzqb}}* zr@-|S7qcL3?MT22H)<2*h4x4q7djxUL_`CQ&Jd&U&za$l8>M+V!GLv1VCag% zef)jYXG<*D*9~?S_6!LUg{)VkWbh>AMTd$pfiKD1y!m$eM2EIJk;u%BARBFHN$r@R z{!wE36%Hu$W_aX12Vz`P%k4x(-5knH=0I*T=o-#D1>#LzGwUG-N!fmY2Dy4`_Z`}w zlX>9i1%2h%t})JZxtosO^gWI!iP4-l3?ybTH2Ov2B*K-k$I<5^0#hU{i3-^*E<3a8 zTo`0?esiflSNF=`6M5IU&61vdmlA z+_?4ONt6;`iJ?tSSoV&66cc>hLp%=CuoxYEx~9>3PI|JNj>yGyIrHeI$hk=;5;mU* zA3DPLz*KN0$efRb+IWH$rpkJN`utT7|o8}jofMhJ!uO6;_xJUklL}h~ z3@r8|N%y{<_oLp=>)Wqrh^J2oL%(Or2j7uq{m4Aue)R0C5MpFL%wt85espA}qd~)u z1H*22&dm`2N6X%vcZ1M>ya0Wry`cKGqNlx`#{kk+q>1qA4o^vo(klxSJtAECr$=6V zeJ&9utA0{k(ni$iVE1`=gveINhgU&_M%6=#yFdnbdJhH12tz*TMh0l*(1a4SCMp%< z_iAYQ%R^_(`j(V|m?FMY6R6yjozm;W18Zw4Msvr1RPlYTQ5vBEFQFc%gWq+Rc?X9S zz4^&Sd`BJ$qVKC;WDWcmEWnY(jE$#M9B_d14%>E-s$LJy9+OtB(z%5bGmToh)gm8Ib<=y(nGPN;n4#K_A)G?R4K-s2Xi0MkArYv2?c|6AtS)~DA#9LUfDw2ZlQD+&{x6yy1&2&Ifv}i4c8|t&2%99u2Sc;Q-3nyiV5q;J^6F5?dE=EICWeJ z$&W;A$I@FfkSW0!0!8CHI}g-Lr=Q>-@3ARbb-9=I2_>&(tdggrB7@C0OS?mDeLl}E zGaDGNf42SvWaF8feyBnR}*3QSxj7t&v$#Cqx-~wuj3T6pIQ} zJU{>X0PC(dZD$gd1Q@LGbZQ3H5{J_$mm)%EQAKWU|iLjx-Y)&j^ zU>;xpyL`4#5+sg#U(641q;|Kzjp@-{?q}sa(#jAnzj_Dpz`NuU%$V=^iU#tqRz=Jc zM~OHxNd&c5aL9Rflg|%FERR8Jqvizw+sao?qQWPS9_lx&$2XNSioweBr}+1r*4u1i zhF+j4WnX&PLOnB{@QtUT0&KC$gfUpAR-Cd!alIt1tTD8v#mzD19^^I&HvlF-bGDcq zMyo2CpcBv5>EixCNs?sDU#is!_A4=Zq?QVHOLBcME5y{H5!)b|ri^&`Xj;@3uCjK| z9*#D^ZTEae?tXsYZ-4rBLHpN&c>SIy40q!{j^j5w=>Bs&v#)|fO2FUYzMjE8UTQw^ z4E^8lz1{aPJ{A=NKA$b4`1`%2Ln^}z6@I|1`yj^TwQh~?y4)rN4O3Jc`9Rjb7Wu`? zCZstR0qxTFSr~OpGM#Cum9ZsS6JM?pqAr;d=WdL8#n=Cqcy?Qbvfat9IM`U*(An>~ z5H7YWX?;AjuBaK5*Y3wf3+oG+ja|4CG6A_sZhlA{3!rMj^1DnNWn#5cKox#l`K%K% z+)1PA89}~LQ9QFkeou3i&9MZ$W-1XjKScQCj;>qTXQX3LJB7_z7KrF2N3bl=s zr1lO$*|B+zirQabFqXdEm*d`&r2DwZOlCZGToLz3u6Rr+M6hYdj3MNe@dGMm(9E0kh(pT_UfLq!@FvQ`!{KV>93>&X3}B#Xg4lXA0989 zNiGC0;+5dwyy5efI9si3VeUIfkylrb7ldd|GyP-GetT16@ zY|ZnTG>94clJijj=q#m*nq}awFdu{>^N~buClx9hddo!Hbc1%^Ypvs@3@!!>NRad* zZweX2n8UBk)Y^iXbM9W0&e%ExQ*1n%iHs@V5xFL1$No1fG7X$v0ue&?>d(`5~gZhaauF zZ4}l5sT)Uvss04W$qHkUHiOB3aUVm+fEYxP0A ztyP;xV0}|fH5Lw^8n8R^J z#6HPlw*t1e-o99UANTGZ7@yo%(S~okWkUY{_j2G*=0Q7?a}`2Gu+8|f%edKrP;&Lk z*!%fV66A{=!+eX@2{L(}im~G`ZuC5aKSaWUpJh}Qm4D7t zjdAQI#ndN5_ol|{%8-tFzB0kB_1X=hGgRr7+y8-F3uX#L3?#Y@US+;sCGSBK?rex zjPqz%p2j=WAE=hn%+f(u5O$CqJCPOs$pU8bMrc0@CN|2gOsuJgwwGU%_*jR~!iJ&F z=jd8O2?3wcLM`L`O(aGX=NYqqfMZyIl5w`JhC{V&^{0I!dHYF!KZe zS{+XmeWBH9RF3oOElUrqL=0Z2YwgKfMhPpc49I);{CF6;GI#LM*iSdNzwjA(m|3LO zGGdT@A_80#o->pW)rer0@}{b#@RIRHU?g?K)JSHcKg4MntZ;qeIg9wJ35i;EcqLPvmiz;&v2U81W<5KHpOE5vj8&jSsSvEv32(9(?^*xaN!&RsY0* zbx4+HrQPOv_}CC`8H63I5zVFvq*}Q>F3_z(r)j&qpqk2O-W?m#7E$~Bg57f^8EvIu z8wg;#5o>@7M&wOqViV0fLq=HqIAsg;AXYb8PjPBm8Q5Xtn~y-MVgh~W8#%?abvPoj zxd(WC#y(#8K^lZ4#z2>IW!=0TslNG8m`-zt+tJjRp4L9Yy`cjqrXFo;sN59R7dVOE zdRsM4({Z*^_O+e2(E00Pl}Ek%RlsP=1{vDw(DON<82EW6*hlESN&ImM`nc@s_$p6)J8*(p|1DK)Pd5{c*Nd8lUGAL7Bua0f z&)?gWjG}IVtbGo!kz9>x`wZ}O)*YFfAO`y6_H_tXX|-#<DGHAfG@!ERQD_ zDY4dWxi^?Cd2|7PRm$re((MGU5IVoC3{x9xpgYy2$-!6D_i0^ZCMVkyFm#r+M!l2{ zvLI1T{?w@+k50AIAJuia4Cn;Rm~T8cfVM{ACi^#3SlZJiW@DJuHjIMk)JizpM!Nd6 zfzAw~N|X!s)Pw!#%H`Q%$RBlZ1*PzHLaVa!`AdG5+h**Mq!j(%yRuBo4yYb4(H{nDEtaaRpLu`-iRVrtL;j!*J(jD35ifiStZ;|RW-<#PvOL1NhWgZFvh`;V;+iLk3tiycV*4`rU8p@r8Wcn+N8;X)(+br1iR@tCYv97^&ot zzpp0>;5(9=bs!>%`xBu8=~%xG{P;1H{(yJN+X$$v7^QGQj6ltZD={fZhn>9J}|TR z`dtu0ow@nc+dXFqA(tNplO=sTBP`4K;(e-Wx*T3OXo+vh;knaAJN786aRs#KhtjYV zuC#q`VG85knpUaeLALEq3S%ST(2h8CxTDg)jnUJBU5$0eFRV6z4TBo@*1Xr_1~IOG z0KYy1o7kM-t4K1%|EFjs%H|t`=@7v{TG7?TWZihW-_sk)WtF6}q>)DF9f|0T!}YBZ zmP)SabNYiN!Jiau%}N8h0c}Jyrmo8|&=+0bAarznK9q#L3mVG^hQC|l_YYFhNT>KB z+y8EUXy}rY@^ugq3B!_TqR;ry*W~>CC~}Z+D&Nc-96uE1pCiz`%U?F2Jv1q)HM1iU z`rhneYn9utbtE|>*W#uccA*if_R|6M^V!8aIO>zpyA&VRNRjB6_WsUEO7xR|zb^lu z)1u6V$57{t5Hi6fTnnvR&?8hyAySbO_d8yLPbY0@<)B0pCC*WU0k-)U%EjAuM$CQP zvmRinyGQP!)O7#p-`vqS%*klaroK+?FtvpL*jL7s+B;?f=1L<0XlboKw%9fUazlud3bFKlulk!fD z^Bj!yv?S)*!g|~~pDH8qb7V3uHW8X-<~&_J_MgWuYQkhv)H>SmJcAu`zrpJm;Fz6v z(d%@{(VxDf%=yOCHRi=EBy_yyGO-~q?7}V}g^dOV5mz_V-T+{s#etf}O-Z$Uq;*_6E#?YvJ7ui%2)+up~GH0BYRalcY?!;~F9&>2z8)9($ef1+Xc)d}wE4##I`|E6{-;hhiswO0R>|HA3tMo5AqcsCI_IxY4c)=3LoG%`4sL{N*B zEP^(YmP^sxX=dU1^{p!`F@x{DYUi~!>%;sTS!B;$RrD%}LDlbS0h*dF$VTSAr~H^G zN*d<9syjUE@5E~|x9qik(aN;hw&9KDb%rXi3>4B6r8BVBPolS}bW~qlR~8!y>}Hyj zd>MwLn-2eZ4~07pHfdQ{cl3u&0yWRb+^qMT#0ClhvPv^B+=DvvAkyL9r7%o?D|ZD- z$9u!w#Sh|g-|PDogqzGd*yQPQM=65y2VmE2WYT8cv89LCy)aclqh`gM&!=qqjB zavrWy;yj3N1`ynh@P6kOu%--PNi01ZXYKa>uMGg$$%V*4y8DmbMilvY2Gw4IKP^az zj|))fk?s6ME1(E}eORIfWZbgzy(OfnVSN70PWL9u7|-GQW^*Vja7h!pX8qDM-HLoW zO1oN6DY(Aj;bDU%;$ZYE?(Vo>l()iQnKcq%PZcwNYuKM&U5aw7V}TRLM20@BS$5-C zya!?BIG?BALiDYGto2p(IH@_;S`2|}_Z!34Mq%XmO?7j;O^m!ELj)JcapDH1VDe{d zgC{K>j2!hpDZsb;pS|aUz~d0}R~UU4@qI`FB1yYYyyib_ut6Bu&gl0YiFOn0#Y|v5 zJ`8?Z+)mPvumpQjg2Y_sK=B`i!AJA}Y*A zx!~Ziy-im$5u5sLoiNXM3`-$Qq$52#_3y*MO-el*x>u?IDpB`AsICEcu&wgNPqtVj zMDBnbW5eE$S2;OR+z;u6)VE#VI)7a9njV!=yt;xXTR9JmKG6-!YQ2b49DfNGC{a2; z`IB8ROQ*TUPbA=OK@Bz{@3aF3LRf2rfxRQd?9Sb9ES%+dDE_2sw~h#OiDM2lA7q{dbrtIGQe)bZWm(jq5B zz&}S8Nb$>RdceV2D&P;;8W^Gyi^UaY5KaIxvypP*xUH4o8((($Hq;#OS65N(2z`-; z&)Wszj@`bh5SpNMG~(`z?_En~-ADB@($Cjn zMcfjV(-CGiw5s*Ilo%QMK(;x3)c+p~urCXp6ru_5WWV^V+%YOZRt%lAt0H;{`KcL5 z$!JSxiBkSrxDz(8nh$3`{n<{h{h_~y4|RLEb3*WjeVwEmE9jkzth*yrsk7`B_ii@hh}eK2>B6PiU5LAGYUSN30ZCM_OSaJiyT=K0e|kG>l~ zl&WbQUERlY+(6;yp7XJ}joUICH`ujNE~^?IfIZ&FUoJ+IW%n2%nC!*)a~nWNEQP}9boP!h}OYrr|>82?;YF|Kuw*_EuE zT5Tbg|GwMq31%$i&R|+qQR)ijVh6osQd?f4v3qO=8;6GkFChY4`+xp8eLQ?@^5I?C zq3P*+(6=Y$wIu{{p_=? z7F=I{=1j{Ss4As zO)mr-&Q~!dgp-WH%CPS--wH(&>CHcP8oC3{I@c7&B)-VP632P@AvA#p)Ex_LAVU#H z`ZCS)U>GoUUKt$X4Ukt&lR8&a`A72Zmhk*>i5#EN4$K)KTS)$n8@h%a${XUHrIIB( z)4pJO&_42CU*q=BEH_PPXybC(B8>gfX1Fv#$n>wfL-ST`#^KGE+Nq3m-C@;RRvRr= zDJAN)MZ)3pwhheI&ONG*LHDLp-pCO_k%5CZ+BQpCXDVBDYkfMQ@@6yyi4@O+^! zZDVY+?D>g^qXknv6^CzfULu`z9q$&J<@y(Pz%1YnF&-b^B0UY&!ow{+;nFWd|iasqz3_yR>Vg{b3(Aq zwQm%Kht}OPmiz}^a?@~Oj>RdR;aMbQ9u5uUPH(L(C(#dtq6J`Z52#6|WDc+IWD@qE zpWE%kXE!HK+6|Dq&!j{V!ll&kqvmC^CMWlg|HUs+F}{JLw4NAXisy~Z_(wi@Z`)8^ zN^jlLNv#!qA&k)dL^>AOCeB(T)b*mV3vSm*@A{&We~0s&O@oza=l8I59FC9u0KcL< zW=?7{&yb+lhp9WuDkMNSx^Hc0M7?&9M~EW<5Mq$1I(2sVTzX~*t>rb+6`(Z zcVmo!m#-~y=vSA}s47K~EviQMNc&sFwFI^4>RH60KUn|E!KM>K+-H>dTn_s!niRSx ziHdA`8?-FQ4oGfvCon|hWwo?$g2jkWgzn<8V;(z#&BgAZhQ73K)+rkyf4za?f-X^~ z(-gktm{QS^C_S1`tDDtk_WW|x76WLP+Z)YOkcg0uN~Mx|`)MMNRKJVzgG{FADe|`D zg~;C0lh>ZtA4oyVk#J4OJm8X-jX7gpP;ZnbZ8|>31z<<6-X)>d$Avf)zJ7_>z5n@b zhrR6kB=>ca?>lb@PYQ6@U~8i_6Zh)WhYgHZhKE2>#A`cwp1(AiSA1Jc~7kY(S$RL8iwY85MRx$rRH}2 zwX1Y|P~gzS22zdj+o5!?*)I()%WwU)POj-{Y(E^jm0p*+X;W45KHjzriYWhkw?GH| zHiy52woluU5C!u6926bV6#s3NRmm}5>6`u}#)P^4?_uO*&LJbc%twDL zBqPg0803sVCOk-6&V0L#- za3%3=+dc<50;<&+pFAttY_w;oN6`%D_I{%Lw~5pS48B_bPy@Y?8;Tuv{W_j6vuEwQ zYtKE%JT_}=lyLcVjuD5B=7Ka0rU!lq9y?IcJz}bUsl&3T_K{_JY`Uqw6;qC(m1iDk z-^>rP<*I{vzGbXxMOo+LLSVJz=gXk;BHn0_11v|r`b>T~3MLf!Aobe-OUufRT+&-y zNNktYB$YNu>XyLpamAXx^DpV<#&`K1TTBNh>Rx8pKQyr9(Sxh0nZ(z=L8y{r$kPp_ z;{2Pbpx#F<*f}^(Uf=r%W@0P@Dae6bp1?bUI3UffzRrB*hC9mal3%vwa12lC{S_oU9x{Vjsg5!I&vEA#zzW33wycvNCJ2 zYS)L(+Q*;Id=+p4ThrQ6i?mPA*yf~5xXy{sshl~qpm|fY)u#Z;n6CnaCJL)(ws0FZ zw{kMnDZ=9Mq(uPx=6v_FrLU?nNmqcwbjszSo|XtHw&kd zBL!JR{e-@&0aTX|yz8k+WeT{NDJgyT`?qa?q(gZiR~E({Fwp~R2cwFu?RSUjEbHAi zvD2)KefzZ#P64;azY2D)2386IQ3x3n`L4JjX8xnHTfn1@&Fn68UDizo2`_soiArw0 zJM&53DF2G8i{w^TO9)5(#vaGIZ|pH2uV_`_471{-I4D9fE}>I<2=i9;i2?atA4;G< z5$R@^Gu5TSq)Gp$g@VXh!0>5O~D1&9$_$^ zjy=a7Y)L9q1T3CmD|(Y0RyapeVZSK*+7;A zpABL6_xRaJZ`HPweaDvMC5QAK{is#D(^ba&_ZRm6! zoR%^dv>>ytW`?s1=J0p?*}5aA5~AHQT4A*7Alml2#BYk(j@;9PnJ8o!Dy#nSa#=IK zbqjD=mFqfs;04<&VrmCHh}X0$SpEtn>tA25Rm$;%G?T`{@#q>slY#S9Td7Z}B5mtE z`^$W{gl&o8aU_E1;#GlF-c6HE3R2Eh^I}&tIjm|ah z`epsPedddD>tbyaHXgbVSd;vyFt*+a@)UMPUmVXBTlX3b-g{U0482|1&cpFdA;r7` zW9XWyGOe{L2;(?rif7QzSN#lVj5kQ!!(bhSEP&3z>hdD(6^qTZT{#wSy)iTrKq+1W4}McDjD_YhaxESs{gYH?z3Epl39hlsKHyh}E|I*>r71sQ zc;j3)r@yxy9l5~z9PQIC0sgrIucM#KM35W@+Au zeek#rwC5XVvjM;Ne|aiB%H3z5cIkx+|COgNIj0D8BwE&o+ovfxj&T*-gl=g;yQT*vMgneTjY+94#a%3bpjHmJlGr2${0jn4RQIAJGYop(7;w zy(duuVfol(yYmQ2BPAW`6a3o&Du3N2AqQJ;rG)v!LWw7IZIWcDT=ltCN;B}|ecf{r zi^Ac2l;`gQAK6?4rGx>Y_arau8*9#}Z|8Q&Q-pa77qQcgl0HV`a75bTt#{{;|A#=r z?(%BENdF&3Ajg3l_C*2bV;oeJG{o{sR5ot6FWt6vkN>Vdmf_>6MTe|uHDSN6EWg9S z*%#FuL?NzvkKw-!@g@;OX5PX)UDJe3(ZWWqcxp_*d7{I9o?aQLLXs*zg?yT zcaU(W98Rz7k7y)e=}m38BljTUi&xa>{yvrZ_>>Ln<7=4_we%faV&?L9RpMACpN^OQ zsJVb8PJ8M!q6}^amgfR$g^3oAlp0xdJNc3BisIkcxFu3MBEQqbj#1IdQLH%WKcOPn z;hFXxS?LQ60_PT+eB>(&dYiPAc? zkxFpS70=D|!LO{avb#~ZV6sj8rL z@k|3k;PYL#oRV0XYa=D3zRR%8zv`vv(A%(XL($|B><07hu4+n$@qN2(pW{}@FAwwV zCd9IwBw{3zw6by)@$!hZemlSX;*|sAL@ZxFw)-Z?+UEb z#H^M5+x+ritH*`4^!vC)M|#H4Rs?ZvbRvbUgy@&xDj?8`mEz7mVhGcx#XvS-Y8vL9 z0-v|{Eef?6o%Z*M*QA3u<3HsK5^;QWS@lei7K*y?E#z?x+wm8drPgGG!i!58_e(K% zqi%TurJ7;Fxd3S*#!?3oJ0B48tFATWaIq#O^kvtOU`c zkAbCvVq{2F`W6iPqNDD(g{H7MV}oz5R}F0q?ol>5JULi>9DV}FN8$L}mI6=)>6aJ< z%;~Ir*Xn=%egP4!#Nq$EX&&zwRo=TMwx1f6KF6-;TSfEs=v21&;4^U1pmPPU4E6Bk z)jRPGKXP`AAz-SplVRWPXlw^#x0>nWJv}}Ij7_hk%5xY{9EzDrs6~S|Ec58ldgq9b z)4>*OP^l1yM#^n|vzu%-?U2+nEt-KH{MV5D~H%%p`FCD*w1Lmo^3Gvr7fH zU?f`_I_t|@(nIk4HJ@{|(3GW{E;aN+xNvJE-q)8Ip$SZ=!a=6fm6XJp(QQxWu{h0M z2#^E3UacRPwAPUx6I|MQH zD`ne79X4)hHOP@w(_Utwulcfl+qc>yKEGvyOHCvgI5~N}ll!4{P1YqKnAh$1^sl1& ziq`Lj_HrZUKhB`ilUT1>!24&$23cKQ{hu`ca}-B?AI?Qvm#P6>$!4YmjofBmf_wJJ zmwC2*bM0*Z^|6X^3=B2=BpJi2@sH1D>YHyNi`~I{P*5PxcOC_b{ZQk3rkz0|NbN=) zWG<@;)A%*`f&a#VbwKfGOb4PwPa;5Uk>WZi;4*=93HYMQ&sso`VO^$YNQT~;1(nTu ze8QfIe%d$R5efC$XKL-*Ks@!hohpSlp*138+giRxy#cP@I1Zdh^(jYgoIX0|arorE zz~dvz&uxr{G6AKSAr~oL?k#MAl;!Yf6?;lZ_$szhp!7CwZbk`6J(!sXMSO_;-y@E4 zP9BmdPuf?z^)b2>HovV;31aIF?_ zxk67(_F|HG6wu>34@pf|*ogA>FOAmwPa`orYYpQ!iyvKNLIe(4^Q!8}Zk3dL~9YgF~uP#Y-VNC=PUm{3k=<*EYN=nD%%RSlkU!l9}_s-!W$@LPr-}*1)eDk z@4{-3DV-Zdo=FCjLSPeK=B#DCw6uO@e;oF-%Vx6r#wcd7@Iaa?g&cg9cq+2zrzqT1 zugRlNNyunH++h&TBDGQ*T5v?3OaFJ!gLNo#nI;g07L+W72S15;bf_Re{3qHEcpy$~U+fq|gj+}io^#^gWFRyuv>d1C#E_n#trhNkhY-_pVHXJ; zsjd>mPbV}O^>!xUt8^B+2;bvLpvMs35i zTLmtsQR1Z)?M~+w<2p4Ez3skOJog9Dv{#cCVcNL$p7)2YMWx|sa1zG9`0A6egWxX z;y_VrpoDylJqiTS@pnJh{vNNt(xT8+W+Af9m|gYcbw~h-gcf+sAKtK_^P_k*6<>yV z*PCxr3)~}-VPuO494+t7WFM2DNf!~MuL*A(V$9%B^tYas>W=u5?>8Fvdl+F7Dw)!G62_-hTL&tC2;@gaI z@tacjjDWMC4Q&$AqP;9;(^GSRKbn8|oNbP~cqU@BUeqia`B#y%N$5W_Q(Q z;lOhmt<`+n_Kd1V{I`=Bb2GQ$z2ewI=1)NfJqbx9Kk`DihL9D=SjhPhMd$nGiHoYW z0gd^Dc9rs{G5T%Zf?bMoq<-uvdgA%*n7=A8=NATq0B3>1kcB1DiBmbQP%dZa#oh-%=p42>HVa0WQv(Wg2qPTGR z+KqNhnq3>9M0>fJWK208rv-W_wVToTSiIl_1HD6kwsesHFFT4DVon?aw4zl+lTj4Z zi*qT1K(r(#(RyK2bZ3l7%D7AR-R}`$Av8K72afX>T2_)WW@jblhYNi-!1RuMhM);IT=JZuo_v4E|0q3p>=z(U*Q~G zR0hE}Uf!{Xz`5=FXXyV|`uPHD!h6K$Rl6HT-RD^3AcV0qe5o!Msyl14xcfN`tN>EA zaH2@lT2ta5V3OM6uChZrzX`><%VTNKhP#g@4|xb52X^LKk3(UVZ)x-@RpjJK{ZxV1 zs~i5(X9rSg!z_^efM-*QN_3Lck*UEDHQMA0=*CV{V|Rg4W0NkzG%V_WhFJZjl5R>? znY;EH|CKr_y8}qgc5s;Jr!XB&Gi$=W38~}prL5A=%OrPb3FD4lRu;jT;G&KNo|<1# z^KQ~qaaD3pm7l)*f&4`VOz!BEuk!qks8|~S`r!{to0~JQv@mT@<1*|0Qr=lZ2-CU3 zHPcH&{PF8;82%p;)x}*_?0?$ZFira~JBobZ6@3u58Y%ue$LygzF9&F%y>UGkG zFWpn-QaYGBsSMevl5QM0`#{Mol@peGf+S*pLS1x=+*WCce_V3}77OTP(qE+2dZ36r zw4m4fl^zr%HjjjiKIGDP@id@I58p=bGl5~>j=p|T1pu)xh^DdpMqA6V{Gk=fPO77K zerw-QOU&*J(L(d+|X0DJrwm%VyXpLeeL%3 z%%)TlX}WD~>e!JQ2x|I&aXGz0`{CA8YdW%`S^8<6 zzwMA$^IDoH*Kz`;B&lJYh+|r9jhsRm>8BM&EpvZk-L3}1bAp1kJ?B$AiYBDvih%%$}Lf=uM=>ZZ$lQ>@!0?N5K z!;S#&5iqG)mz?if?T+dN>|`rr6m-wb`7LE6Yg@r!^>1RhN8%THaT*vLY#c=6ijrWk zguo@`zbPtzfdJWb!;Wvzqw|n+9qTc1Wu)*13FqLK_v_2b@CV*Z2 z+DG5cf7u`Z?zgpWpGy|5rzMfU@u$=<4Of;!%0!d^YNkBc_Qd#pk0o2RIsukYtp=8I z%w5*6eKXQ@d;y3a`XU)uhpxPkC|;J5vRkganaM}vl`f43i$b>)-^2{volwTE4^!J} zmXj6Ku7_N-y{IrPIyw}TMgpy-vuzn$xn-Yoqv#6AV#5#>_qZE3S~Sa&KM z2e+|tL&JZ?6_$|q@cl6EcO^vm{6}l zz5O2b(eg*NCrOmK%dF)PfMr5gX{^?lD#JbNW~R->zbXcb`PViu2Lm zo~qL$ps8(vW5ak$kp><@(ZITkm{gFg6`hU|=r)>Mfb|Y-j&kIu)yZa(?_nxUz@%^h zq5ilvqTSL%(G}YLaK*_A?iP=OpBNuc9!lypmRql) zP$ice`{1SrJ6QKR|8Dg<=OD2t|L@KJ&8Y8VGN$=Z7pA`9r_!h_4H8@;t{M7;T1kWDd%q3_h`q@!32Wud4#Y*j&JP!39a%ImjPnWP zl;C+e3#{t$C`?;W9|#o5$Qep39QzSw>ft2f!9o;ZDC9Ssr9S1+zTRuc$5mz?#cz>I z$#vDt7uK+~LAB>*lfWm~{kgx5&Zz>W8ks2#T=hQygy@oji>YVlGuONlcgELzY<)iD zzt)<&&kB<3qDm|~D8s-9MYS?M#HD}%&3yfBJmP%KDap-Cwf7m84~W@u=aYO7CFHpG zN_5GxKbPEXdw;CbEWncHig3aTuo1`cF{?=i)px0?M^TgAA)r4a&k!sWq~BS;ZxItz z_U|4!lX5};dc$Wf)2vn7I#h#4{*MKqb)YIs%gwtzF3A~E3qu)}xIn+=B2Tn!@IsA` z$|{#86q&ZnX(N{?vN7?sa{8#*hAR4{KnH8L4$XuVSVZ1q4!XT0QAFUdA(8N~DbqE# zIGf`?o&3d#ajQYZOv!Ef!W-96MDy6b0hkwXF`0cGPKoo9r(1$H7-D06JlWY}W(#g4 zd$pd4?3ua}e}uU6rt$AM_R;ma>Sb5tHbMWfJxm5;U=wNo@VGVdSv&i=7p2P9HC%`!2g7M8JBEX6jeVu#eygz_-sF$m@`%J0@U_r^XgKVT%hk zhkfy+RWXY|)Y z>PTr)y^G7_f!GRV#RVMDTGO;Mzb}Bh=;wG{UJ6V^gyuIr>V`^zM8&@iy&_?l%d1=E zfnq3&-de(E{aOR!t0m@2^A$r;(abk8tMwzs*7Zl0W8ieQkQn}CClRrYD44rAI&F{-#Of;x*C`+Q` z+E|0d?&(5oDvvM6b<(5)Vf6Tw`bN!ZS|aE)KoJg=ipRZq-QcPETqiUE=ZEz}D@!m| z$O6w7L1Wve8Sx)t-?!^PEbx+yM4u-&PLtOnU$+qpP_`$ZWio044{F6)VMBxFu&n>?_ThEl%5_c;d!nV`L*{y@KFk^CJX zo!5q?N5EYL>8l8I_ZSs~XJ8oQh(+qOzqH2C@QNO8#s*iU^wJ4z_|yvqh-06h^_7{c z&CJ5rLh)Nl13-~r!jRfYNVKP)-C@FBFP;3ijO~GQk*B@*JbxxRJ^G>}TthsMXo>tG z=<%j4t?MF$n(O5{MWjpZh#b5e%s)*VHC+M=MfVZfUlxaKOC)L4GzR2-h8@m2dpg{} zzB%Kk_rezw<~@Bt5Gbps1=kmT(iiYOBFC*<+guEP4+ZmVr&ZBe1Tfj35NIwW?#H-( zEW;JlD2Wrp-f$=r()ZdP&`@fbk#M?+3NN8JP?yf=Kg&-{`c%6}Edlgc6!!k!w7KQW zcqUPT`vMhiq5OGjKj(rxz_29`D4FQQKl+4DbwmQ${ppb-9u{__MsoXJ)i>F^kQvd9R#8K zRK8paQ8mGXe9$u8V$P4K%tV&>D{a;md)-dH&s0qp9fC}MOi1fh75{syr&stP%!<+% zv?31t4AO@mVUPCsb1ax&elJA6mu;Qk2lenbX_fc_)#r#25eH%=gkpyoZ;zv4iD%Gxq zq3-e2efaBPnIom{@rtTiSc>-zOE~#Z@=_sFBj>KK?a<&q?({*|C;66zY2&0}ZG=qO zwsnBSf7h09C^KYwkq2v22Q+j!&+`ThK$Pe+=5CEgZ69<&k_BW}(i%sv^jR5h3k~K-@H&X(!xIiWvJRE&s*Vf4cT|zTJ#OqPlvX$YV;Ps#Xc=3 z4Q;>WUa%{}Npy;|R?F7NIjxNQ!<=79eLu+PyZ!az(SsDC3E0EKLB4=H+2w{ZK zNEaS}qJYpik4CKuP}E^L#bWRwj~K3XA}9v*s8c-HBh92dj?qH@HRy|szazZA9tNv! z5ljt)Es*Mn)JG!k%zSNwnAh&UXfL@d={_-1aETOIyP%VTa>!zOS4>b|y|b`q{o;Ia zpM5*#M5eFbaK5ufQjE`^uMjBET!>B|>}=AjtY1Sx1v+t8s$lZp&xDAC;IzuAtD?Ik zyYG4Y`iyujaAT-x_;b7qJ6gfvV;jaDPZJBbliguYB{J=o2p-5dnS}S-EP7AjzVq3) z&BVhEv~W=>kz9R161b3t<#`lQH0*XPxme)yQ2Bre1nrI+5^&i^U)^u>YxFFk(K!w$ z(CIKWlQ2NAFszc!NT;nohwL(B=)oe%ujkj=$UG!+MU-=O8QZiZ0k;N5kp;_ zMfO~79Y6|B)B z;NJV|KPiGLT z^m!sv&7nI&3S|YtJ?EeW7-sIV88T9a6|a8AP0%OxRZb?W!btffzsa_H)jZ->E#!%` ze22#1_)#G>VYvezo4V^`UZ~r2QPO%_=|*j;FjOU8+4r0)u*_Bbkb_JLx@mIGvv{WL zx~I9_j4aQ8UBT=(CQL`yz+_%}L&J`dE!>LZg};T_c?@H~iw_+xcsJ7Ayk-aiJCqH- z_EC8KP4(X?*{82uZpG(24%q)(Jk!2LfD?=Gr{~@3{$@R7F2dbU-@vvTR?mnaHJpC0 znP}BF(k-AsXqU)SkrSWG{$|BgPVwg?w!WHTS}0C|yAO#R`27mGGaBkm9!>SX*pGz& z|6o5)%weBPNhox4`nzAvMdbxyT5Me%5sMv>GQ$iNRe6R?QE9l+JQ8lACfI5re^w29 zRXi@Q@1)uwhy0bOKxH;{IXL(U@Dq235G@9H4bxrTW4s3^im>=YVOg}~8Rx3#uU$@N zRv@BB=bQIBA<~>CVx2EU>%yzH!nbwQiz4SHa8CE9mEycI;r(gs`>bJ1?_{`;f@np& zFlf2)COVnKkj3;62(hx)IEs~E0w8&RE^Sw(X>qWJSkq%OIMt|9tL)gAV`+T)y^yIf1AH}TL`4KMEB=~i)| zyvmL7U{=Gf%PlRaPpsbhpr&K_N-12h`ht&$QzJ=#)z5)YrK^6w5wxfvB??fsoFK?) z6-hbTjrQ!_bZ$+B^9~Jne*@3GtPCsP|I)$ApDq>k%t_5h?{p!l6CX=v=`j)Z$6fl< zReEeNoi`v|fDZBHl`*_?^a*?D*Wa@jj_m4QN-70P&lw!TGPl*c(-#R+gN5o9%dOr_ zQWB{?2{Ot+o0bKE{)n1C%J{P(3G^YF zGj%Ri0xCDJ$Db`~>xC-9fRk0pOFA=hU%YdbBAEqxil{)5FH%+rrSQqAa@1baNU9w- z@j%kIAO8x^MgIIeeN<0O+})SYdo?PKX!AZ^Eqw(9*XsLh3D8h?DvL8(0__$;>PB%J z821Vyek2)30+b4KFaZhGcnEHZyfbv_mn5OO=3xx}`N6`qb0_hzlgVFF8+<9kzmPL%x7w?z_zN6*c|T)T=H z5hlJo3lmVi)bS%(TDJJvKA??Cg z^MuI!)d{Z!h@qr?kvRtqJz;+CxtzB(Z%?x@ z3lAX_qS>}T7z)fq?Rln>w-=L@Cp(RidD9`um~xEJ;3q+k&-LeLQ?BbAB@UC1@w!t- zWK%}sPcWO}l8bf?htyLvQNGuf*+LsNm&(W52?Re9X6>zwxf_2xJCAbfGmE7W8O< zqMThe1A!%V#-!n$AJTqG39MHVn_BKHYtK19YU^_B0n$5LRY>gUqX?f3L%mNB!?$_? z%1+(fsR`Y@x7=R$mQOg}t?SR8C6@?dwE0WLK2l%DbNP^y94OqA%6N~@o})Uwt)m6V zOhaYD{y^%(9A`l~6y*=3rWMHgpCoMFK-_4S8Vl3tcQYS6_b#WM>U$`%4BPHyRnaPF zop3tDik#LrlKe9uv`ZMa1ofZkQJd5PI6)L?Og?oZjGR3@pqYGS#{8$PGWxBDUu;Zi%m_MSB$p zke2J|E^>rQY%H)Fpw99}B`Lst{^}9H$wCqRk@%3`og_sp%owo9T2N5*8+8;pjL6iI zVVT+%^5ZIM%b~9u{^>B&{!GEE-A+GXK%j{kYn-l_3_g7W(i|{wo zzRr^FOpMh}T|51B3VL~h^<_W$mJ7vj;Z^{Z{bMUDg-8!3K0KS~(s2`vgC@H{xHl^= z?tzz|aPj2Um(Yb04T*RYm?a=9h?*Xe*i>6Hnm}zEUZY0q*7L~cheYNtg}H` z&ODtTPFwVDt`QB43x1L#52jhK)WR&br3DQCBCjs@Nr>p0#|U8;mZaW?IJh3o_)(S~ zmjT7Snt=<)lfh-e{k6Fi)KJG05jS;}!=pKZnL+ifXChxc;?)gvJ)WOE@W?spGhAlM z?6PrPn`bD@Ko)0MfOYw1#o%1{OQ7&xq0k?y;Zh&(ncPZ|<8(3wxkB(_3yd=dOS&5$ zZkF$+>tN~}hEDXprY5x&v02oS<(^l=7>p2dQMmHjdDgA+$i$K~72Wki;x= zq-W#*6V^>|rj%pSqwVhWgS~nMF&dpS`Gn(aqt>n{&yv5BM6+|v#jLNNNhYBuvk3Kc zMbiX*Q1^zYwV4}C(1Ck=&h>AEZ2Cy%H16xMqR3G-^nh2en+UVqTB(0nE$g6t^qLb| zCX`<3VJGEicsH5%;j%K)$u>C6z%*reYxJnWZx}U(7pD0fb4x$(&%|W0 z6HbkLCZB9C`kSXS*+H=A&3rLTGyeu)f^!dl37fxTZ6!UZW!fmo-2ULkZcH{TFL^q$ zk0%+B2+4_s{th9E;IhjkTXeuZ=qP=&xqqZkB>6cg%6va~#~2YhmcJVx3!%MpUE-mM z%1}Fk$z=pqA49s8zeDs0!>;iNapz@oF?$Q*0Aq_n!rE7HMU~yW$bgmRCb;fof?bRQ z&ukUHP;&jQr!O686FCUwGL#p1^mP^vU1ZPkPO*0aR988Nlj6e=B1DY6$u)!MMsLrI zimv|1GA>R{w2BgJm5u7iE1I9bZ}K?e;*QTj|1VwmvjxuOf9OKHtCyFTO+DGCe%5HY zSl#Wl&@tpgHXcKF--3U7JO0c8iP)1VJOyk;Ta&}VKBpeW#qoXJedW2% z$6Y7k(gUYlyM)e7m%ToAVH5HXePtvmP2)s2Y{nO@5nO%P1m4qY2ncMrs@BKlcz;}k z>#Cl2G`&9Z-wvkj(9NuH`o52FHN7zM2qSp={EW1n2dfV?5xzTFNYOt%{vS=>*jP!R zG<{+x8{5gowr$(q*c;o}IN8{?HnwfsI@f=YBrWeY-NB(;bXUCP{?CT5nICqKJPP6+K6EbYTXu z8#KCY)0=w{O#yl=qKX4YgE=c3Xj+Lb+SPhd12d>FmNaLIdXzzX*f-}wf*w_nKS@(SGarMtTf}7;?qNml^Q_k1mC^ z9l=msc0Fy%erOJvFBqs{3UUkFr`ZV_dO2Nw3}06ot>Jt0>~mcHHCDnCbzyz#bM{{% z3{<6^*t8gSok#gqUZ57dLPl(=&gAJF`<}I?#n+yHQUAy2mReATuJ`^?n#g*^Qf!|E z6fMEL*V)&dQ(!IlOIBimDn54eF^_os`i@~toMw_z#r7h&Z>!HK`;^9CV_)hB&8ENs z;>1>}^%wpX35C~XQ20#Y5LD4@x&RVbGxU7=mVX2GT?J}7aePAvMSAJqC0$FRa-d^3 zS@(pGL{TYh{#;_D5mNL_{l8T{r_6F=G0avn2K)1(z4O<|1dm6?7m+NZY{Jl z`e}zdsp--YO5B_Oymq+nQm9&%;M%H{6N}s6z7o?U(vY-}G^OdRRpR0lm;|JHAV*O{ z&R;M!_HibBwEpHD(-&IkOq2dw*GCWhH*f;Nia%J^`(K1>bp;c?8|*&+TYn6@(k=8)n$L6I3MGM8SRENdG#UQM6P!uPeM5o zxT=8k9^KicTr{3V?jM}Y0(8V@>>rOJiTVz@L)fXPm+*!30W)O<_8YJAzx(J3z!quSqa2lvOHk*gg0P!y3s-I!6))cr)}1 zz))>I`%0&{ISQp{^+=x?xT}I(PL>QVupkLYUH^j3j)Z}*tX2^o{9cP0RE|0009S&q zb5An~`ut1=Wvfw@IWzPflsFm%ns&LS<#5wHx;sWL$BtS`6&huTMLZXJMEv9m0UpYJ zkZLy16zCDl(L7D-J>HZ@1>mtF0Qf=h>zjvwH(Nu)phMBC>;rZPID%S1SV77+;nvCq z^(FI0Kc~HiMd5<(q7fek=vj~RS-QekSl-&^3VMSs5oB&j5K(4Uub=*H6!Ng>9X1`? zkIcIlX`q%ToK&l^M1Kg$1XEu7g@fSLS{9HNo;4i_wwr}qP&c)r;nz4b_0!{YYB!m5mu7h+ysD?4oUR}Zs|B&U*b`{RalY4^nd z=$QE%O*fD^3(|bOLdWbi7IkWN!PtG05&u%mU%Nz9h`Ai2+RZjgX zeH)^#5@h5ue%VIeM&_M}`qG(B%-ztRJ;W(4zPiV5!;BNNz1g3Nj-jO~XBRb07j&i{YBH1r98;x!4^(NyY9N- zL)QwRy_p#EpH`xjcgK6>w;EA4;b;uK{e$B2_H;#UuwQny@H$dRL=*+yeCR%L7Bs94 zi{6ff{kTw`hdh)?oI5oE9&*N_V4ElVdQd80Qb0 z#l$^}=7iFV=NniejRFA^*nioG_g0|3eiKd7g;4*QB~bXuYI4sC-#XlCm6PT#+D(=hiStQ{;_xmp~ zVr*31)jxuOW|yVuq3(rt3e>;%#%)HTJLmk9JBFw`4+VScHRx{=gR$&8%a}iE^hc#m z|HCt&`a)l;<_he>bRRlQ(RLxdPi=n2AV4#K8CCppIdd@Xx_g4grz)DrWWoAfs3?X( z9RF%R`SvH(iT0u}j99N)O^K`1zaUp)goh8@*|BUHMLf2je69jc$iG>G>$wy@&PYW| z(ofw0wyObX+m2HB!zW(lP?K|j=GY0=`7}^Ju#vKx{s*Xw@M9|G<-Hm7?#Ry;AFP&5 zIvcOuK()R=+?H$m!W4=+Zyb9`-Rq*7zqCFv{8FQ?#vA+WwVQG?{>y1D>)uq4o74pP zSj>z=BMwKjSdlNre`bS2IC)fViv=f=fN!eDnM+#`H`Gt|{w?NRl+H*B&MP>MsV-jz zFt)H9Wz;OXt#q9G5C2L);4D;>7 z_xTo!Ey7y6lqm{iWW*De&!kj*_M%=?4;e}mj4y}3mk$6&bacbiI^1&8!U5LS`}SF( zP13~$K5VcFgj4=_P~#r3ur$#A%iSj_@wN<+-$Dvkte~Nj0?RD&o)c>@VaYkceFz~o zo>@?5h&?+vKjQP;K?*J>!tvU=x!WetfKAVTUxs9%;*%wGt86|Nk5GI% zZA}w8@1E!LUVQ<b#{Yd2ZKlrAQ=g$;Z#DY^PeTlsRQPq%gE+_>Y~P+nCMa|9ParLO*HmZ_|VtZ9~FBlHCeM!nfD&dUq zO{)GM)LSxm1=K8uBH2p8fQC|RT{=?{z60L^^a)J&MPy^XXF~HAzVgTgo}gElOnS8) zV{u@(nL9)2A{)j=2lxypm%$4^h~pMziq^U{fb1%GvW04FhJa9KQYw?YcUn%_VHlek zvy1kS7h8PO;E!7{Ne151s6DeIB6tktu4f|rDgx^JadzJ&vpkeDM;m zuF)>mf3w11wvqoQAfyK~*oZpW3jJQ*oBncurcGUZztGQCcS>ns#t%ZDAYjg-x2M%i z+{FaDhg)oNPZyr3JW?%(!&TGzgy>AxGk<+}ya%={A0R+p+@5_>xlrMp% zXuc5$*axnUhkgs^_t}+eQv(N}U8o$j;KBE1rt}lhpwFI75REe(xkCEjrQPX8nHXz3 z7jjLPUA4kAW*=kppF6uH4<_At^|z&M3CV?Ph9OPMB3rStk0Qj7Ch zXJKZ5+%D^YTn-Wt2mbf!0$8>6Bbs|<4Ms zy?IV#Kqs|=+suN0aK@qx{i;bI$N)^3Xgf;E4R9&p)(t6~Q*ERsdD81dU1-u)Ak@4a zv-@azG;FPjU6bTq*z&C|i|V|vv5Q)nGZ9`sUK$Y?cdDv5#@W;BH)C8#B)6UcW6DF^ zhbB*D#Q3aUrV$)QYCZ~cHXyGqmikv@&)$1{m2q%O-jwZG%-)pWZ8b&uUf^>TI%8Yi zrA}f8+-F}>Q{QC4_L?tS-m9~&*z6}Mor|7=EF|ukmi~+pT>8sC{n;|-zkT4lEOF&k zZgkkRnJMPE5%HBTd}?UszzPehQELC{InkZy{~F$EryWh$*9?RzO!wl~7XR7Ynep|N z@)Ew5($Ju)Ccb4YZH&at=X z3Bi1~VhwWrCMZ=;tRL8KSyVd82urgLQn(M=La!0nRyak`Z3|6+Z|axIr06Z5Ar8|# z!YQ;tb+H^3m}nFwE^TJAYYoxU3$KWB#ZDnm;3zwbZyvJ4rTL5HQ)>z>-CYj=Z1QWi9~aHiLE{>Hk)B=W1e;ud_sPD zU^ns@%F(fl@FllvE9lpcyX63P3<{lIG;hT+pCMNfzmi@Ahg%J>^2vAOY2jDs_0U$O z>p)C)uIyvkq0j>ACZ=Zacy-k*7A*0c%P z(FSgGxdh*cGvbdy^sNk;*hgG#nbNT@2Um6Rrgwq9C&#gnmOXbhB~;E$tt^=tSh7A> zrT}eJTvS?aWB46BL4lvAOtqd?^_!c=j@exTV>lZS#tIR}!nyrO1NiRu*>Cn!gKzw3 ztnDPVl-rsD9Rjdhj$OwGOnm6s0>h6b5^m1P0RUOBoeM>!AC1c%^Tqxf=+V32ic0~o zZRLj4e$r6yo`2djNuD(^74G6as+I5nytf;8^2t-1;7fd=GMFblY-#+u<;u0Pg>An_ zbN(b=m!yCr7YaKTAY7})Z{>NnUMbm~=N}bxgvBMVm=-fjdb4#&q@vGckg7K()7ai9e z0%Qw75aw802505eD&%qUK>+<1O?)fQh+r*baJ11+STR0YgvR8Av3mXE5Hz1~uW!(> zSyZfatTbKHRKjuzqZVjb1|*P=6xLd6To6K`VO^5E2FL( zkA1ezj2*hkZE>ZdizJtF;OZ9@Nl6^r=uAU84}>Hyw7)dTJayr#ZtOHvL$R-whHQsx zO68pVM#AsKASgYl9se?r1L-<)lGEzIiV^MQ-lgIRpQrHZRb8)1#00^ztJQ@!tu^)r zPv|~xoY-%E_2rhx-Ldj81M;2lDjqRLi9hPxp@2ptsr&Ju?Qd~fE`SL7ZZ3b2`9d18 zLprsw?{ldJHBF(qWjY#4O-HW3a1gYzC4Vs9UfqZxT$8Vzs%X~>^*S3bL9!u z-T!%Jr`om_1;0zXOhY&(V$5>87fC_8kCj+8P~pw;^T?XlEv^Y;-Jz_Dd~NZ`eikyv zd8(uHI+E7{sbJBb@d&p?ee?qeF;UYA&uJ2wBF(`iHf((S z5PH9|Oj{zJt#bUWE6lu<+zIEt_)#K2ODD7`yQ3MOWQ+9EAWOuUP?4VXGoj&5UxI|n z{d7NUzoT>-KL zbG8M@3nAbKJEd}c!=&L$5BPbO4wjSCmRZy2&U@AXz@0BhN`RxrQklsRyKg9VZ_&-O zf^dlOtzlMilE2^bdmH*s2eNnXx9?l`{|x1LpW3AlV?#E4-u+d+W5I%0ZW19DAyX{$ z^-^G}XQ{y&@k`b7?$r+C!ECJft^^y)!y>Y+C{NPKXw4JtqYf;oEq>PeH+qd5K_-r} zK;B`Tddah6;ca+dGvCgKMr5(QRs5wy4o0+s>8|T>HfkybLSD7Km1}7psFM z-~{*0NVh7Eg4zTKs~ovDWt#44m#AoBYl#Ucx+3o}KR+w*nV^uI2tG5HNjqiR^Gp#? zQm4($>_hS683L_nM$)qmtITnbJf1b-YWe7oE}{DnxSyMdlBn7S!9otVE~Jx7wUc3&do4bl}>RG50?s{mMh!`%Aq?{sSjw$ z{Q;y^X3|M=zV1YU{8??v;033N2{!v{N{*LCraKA^%{xgnSu(m}FisyHMwNDHYiWDl zJ;%#fDfsq9Y&|7Nb4IzeZ~_>;h0PaGsh|O-a9{GBnB=s?zx1^E!^U@9*4AA?dy0>; z2ZharsR<6lye2|m5v9Hk2SC0~X#UVzRI&9;4Lcu>kX4S5ovr@9_Ft zD!7eE;1Fgk9pw!QFf*Z~Y&mlOkX7O?XO2TyZGvb%87GCMMb!#Dd1k{R#&DA>+AZ;m z6JG?)%%LolWDGB9I+#B2e}a4kv6}Te6;M z19BstwOe{d`4*DAP#eENzv4lq?Y?+aBNZZ=DFc@ zjMh{vvqHW%#piT+&xLJWc+w73&;4h#`671QJ!!Vn{>!bdi57TDzXXfNhnVw)8yK)1 zp9RmRueNdLo^7zM+&DYAt#gU0Mn17!x0I3>zLj6dp2nbT$YFI!O}z{2V!Fl0qZmEt zx$?;!H`<(v5QJoCKyLbRSvw}=S^Qls-c+H1T_je;12(go9k6!S z4x09-f8A=68NQCj*&)*TF7d<;ta@B=Kr8SS;glr3L{?ItRvvTWg+LOAhcaW}{skLi zQBXcRtFGI*$!XDe2|F($K>fE!QEliX{`BgwD!7$Rp%hnWF zK&_9!y}|?9jpU$8VfEZ`1~zx~la&$rnRc`fx(glhdbAAc$c7KQa&K0JqJ6msQAZq1py~^ykE!1VYHl145rAuICYeY{$y*K9zQG` z1h-PWBr(zvh?ag*_(nVY^V%yKX}8%e%NR2_6rL~QZ50jc+6h~YmKCcQJSL_Tk2;5U z?#H9M>VDse%(^&++ZcNaGx1NBT7UB&$oScoyNge>6pZ<+{|@tw;Sg!((7)lmRaTr| z1V>4+GJ;%&uwRqjqpAz8rYpJhs*}NhYXD1Nl;L*oGqE0E8Cc+UUy$bplXi3m!aMAL zDUZG-C`P4pduHu-O0Wx-;ym#Ak#fhMI(U354Fstax7p5urDYbm4N8i^s+mQJZ@xGT z#C7I3q+8RPuLl+X62`t{9Y6Vn#hX5Sih);y$WCbsQB%PxZ~G7HqpL>#Ov+VtVeT_I zTGKS!-EW(@2(6%^?^z=Y$x=T1vXE&NUex*s#jRyAok}XjOGLeF60KFPrrj(LpVe@_ z#fbBX#?lzw(ng}ms6{g!si46eCOs{$Vob*9xcL0;wDI5QvLo$9qB1C8U7O;k8ObkC zIf~78p&x@A6~yh(pd80Gs6bV>VtinO>QQ}dT1;txty9w|e#VB%^l9eM7*YkV;M#x} z+DL*XgzzUFV*5dTU6o%_)&6EgNSJIaZ4pQfx9(kX_lGZqMe(NHpel^ z?s$l@ZX{zb{QjY(i`(8pXa6lqWBL3gC{~tN*l+`DT2ud3C(@W0=K(h z`n%e{u?HcP8#iLtHw5{wVIan3`Xz}QO88%hto3{c&ngVe#>lkk68Zgp> zmo7fTtnt=yX%e-Ku9QubNZfu0fiA7uwJFI2K=T>NFD!$l%Pq^bmcSegpZVOjU`Z5S zwNpF27$VH7E$vvF%1+m-%XuMMdg*dLI@@MQsUSJ#NH6Lum`fK6pz@I02-v?_?I;w? zy3Zg6zYd%+(c<`A^kG;)IGg@MDimD_-vK?ikNIY7Z{KZhPAe$>o@8-v5ajLFB`KJ- zjX6c~U@vx?Qp=WWpzF&9)sErauJJj=^|Yg;+e8>^R z28RxOSS0WWF-W;zTkpiAAi3P^+{AgH(X{#Sdh=Vp+~B^AFk#!-Th<3;? zhoQIi7GMXog^yOJUNnq#^yd8SxG5UxOOckecwX-@_i|n zW@y=d`scGaEKSpq^DUB+2}-hffucqHHSW&(r492_>Rkzm6BHSe#V%VFZ1BKcZD0~a7cn8|n!BD+5HRK&?wNE0{Oo6+u=4Vg8Owgy$ zHk6I=YhM?|xOn)1%x(VujE;iDQ{b$91`9xX@;{kkd3!;V{A`(Vqsm!y6w?^ig~VED zta+ulWP>CRKQnb_5aVsv$iz4k22;m}CxOmOvazB)>81S(>lfQyXtoCZBINY(qI0}8 zQ2)%-7>k3?2*gb(u>)KbC0zdp{C`j2oRDUakMAnX>enNg$p8wJXjlYQLm{Sx+I^b!8zska>HFm~Fz^2JNyGv7`GEJrq1!;wpvsQ;05h2{J`WDZbeoUW>5Wqh5 z7ry=>g0G@4T~?jOhmNfFawURpdt>d{Bk(sjx7k>&dGB^9$Rt+fHrh-;p(?qaJceD6 zgw!ioEZwo$I*BaZ>6=j%A})$>Q^D4|f1K?raMsiP`&iR;3bRE6-Tj8=s*F?DkA4b; zX}Km*e&mh5e{p#kQ>^GLdvEZ3ja@zxls1j0{0@A3KERh1j}ZT(fQw(+@+tl3K_|cj zMm{i~OK7JVfV@gc@KIarks{}zK{6;qy_Wm77+7DVja2mB^i^Q0f!6ifdjB3sT?|hB z5RoF@oU-7%xb0y%W+kg_1-`OwVW^3g#}qoZ{hHpF0@A|rSJWdQqL{(+-KVGXJ1%Hp zf}V{#w0Su5oYl0wi^lov&7V2t%||C=aYWK5X93tDazn|Z=_poz0q2X37Jtk4s@|+- zyMANZc8mPYr0_X$zQ={;l!UsvV2HRMe$0kNFU>(W%=gv2`e7>0!CaNerG2Nev&cf` z`^FAh%m+}w`)dx5hhO8Il*Q2^?NddYGGQ&V9=H6+#`z=vE)^8ltOLP8s2!zfRCW~N zOl`ojXxhjqDOJt(gbhJbOB*{aHA0a&ob~&Ntl?G7UlOyjnfWj12;0P!>GMTNRj-Jmwg10sn%M$g9!g}6Fuq`cX1TF;6-qmO;wnE z+);_t))$uDYT7}4WDJ;jY%Fd1C3{60!+dZ4t zCVoBsy>&19^^Mbzdqb6g4%vsEBaw&f-X8EiVfLE91fjRE+WZ}?<~c>I4hbSPUep>> zWweSkY1&2YkU)SJW*nh=l)n0@38qI@uU^jV(0f$|`K)yVp}#hxue*MxcjI1o-je|4 zcx0uFhcs#cVWR!|$Q2bMjNYC3)lEPDMf3dqT+;uS91uY7Ksf&H6IXcI(?B=3UjIO< zAF$a!BML+l-JXK8Rc7Ac$)zdb^`vGx^odm(ZUArI>3MuC<|@!nSF$R=r@KzJa!cVV zNCGqyXjNR#=2y!l7nP|fBk68eP3;P%3C8ueGf9Es#2})A3ywof1ve)Q5l$paNr)w^ zVtCuC1^+NA_<;~#YXhdKN+=Jg(lN9pd!$30ACNB9NzCXuCDZ%FwwYpiz%hZWNAJ6l zAg;PDos>$D%_5MG0IJDE7gcD_MD+Pcd?c~6h&%I0?t(J-M0bX>E@TA}k2$m|I8AF_ zv~1P)Qg?3F_D^?J+nCAW%x^X_8E3w#^g)&A_s-pq_ls>P-_ONLm`zf$(s%8-mu_WE z;w;F$k7~vIOVY>mlEJPtyB^2!*JMjw56wrm{odySkdnR3o>bKGwh2r?Wa%mpg&x&yRU%X$)SQ~dx2%Q2~VRfuAt0?HRea%n?8G~n4R((gQt?k)00@LeJp++ zTgRWaRiElYlEnpM;)7Cu94;Kce z(UkT0=$lK46yM-2)W$4MwwWz*?G39fT?Q>n z4iE>Z=9qY$yT|x)IE5g3+ynqdf2O0N1KAnQ$$zjv#0k3`(oE(=3Bf3FH%4~Pl7h6w zJyY2HpI6Xe-7136LE?Q5-rL-h}!P$>X_O0sP$L<pNxg|hC1JXDMBPiZ)D69xu!iw%>;@h@ zJev=xJ1GXz{A_tOxqc2fxd5}Ykp&mJ#J|A%g|q5q7>S-8sR-8@n2A@e651H68{d|g zJ#k)$+J6sWqsZm@C?&14tCs&p37fDvhvz2zc{{*kpr2+%uj&$8Gsq{q`sRCS9GnMU zWJtuk$N2VT`BqZ{V}~1j3V+JPu1-8}&xH$^vvmHkI35J=xiNBgWS!sU)iWRiOK>X=%z(!62Gbp=jhT{cYNwkW-^D zaGJcz3J#VH>(0U;l`q0=36aUnVjJ^ZNrFdCJDBMw)k5ioPt`*6k9@{ZnyyeZvA#3t zZ?PF4D9E7~p62c_L$=b9Hf9P`x79CLa@oU+R`UPT0$9ojDmXXMaq@!`64Dir`#17u zQO1A)G)44h5LMKp@FWZTqL>?{6UWPsnmfP+n zg?wXR@XMkWZGAico#`$-y*YW^voBxFEt8L7wqiDY5N&Zr*Z(tUSg-|S79)8hvEJ_g zY`YMMN!iB6k}@w?qO*Ow35(gn$xqf}IvQfUMAHKsAb})cX+xIO6{p?>)nO&jzxUlO z40!iqGG3zO`qH@%)ij%UNtmWz)b$Dpr4E zqXwQ#CE|}`RK(w{9M^O?AY26ktS2P=9;|%HJb)+qELm5ArC8^f^81BMINzWzdbn%c zCy>_Egu2=6n7gC^#x2q_A0eHA=$W1(0VlGW11tu;B^m;{D^NyW(A!nC&Ofs#nsWF3 zk$Onxnu*(1W`U;`qS`Xn*;CA#gbLseU_%mD!KyqXZ3GtAtZn>~w}I6{Eb82W4v#4A zQiY7*+6BWP6V+)=E%I7muRs0p^+d4cOJE8L*ucUs;f^Dj%|9QF{HxmC3(5*$}u!GgZl75-Tsxz1>_W z#&eFt@%INk<>!vu_w>It%9fCHY5tCB`VqF$3+=-y=UXLPR4Z&w@Z6 zr}IxFzi5D10FFzF1)h*NMM;8xSRL<`;tfg!KS1_Sv(q-u`qxA?a`hMn)m3A-d93WC z2=sG>pQh56PQi2Od zFZ>Dz`VRxl1~aPlw=gcU2`v&CnLBhsz?0w>y5*r>RBfz`TgG=1zc z7xkUF!Fi}Jv^Hjg2xCs*ouws|rEV$b7c2?7cA8F1{S;~eN2P(AGGkv-%h}VWk%)0D zv}pQ80}L+{eG8`T`x;MVf{oJ7B9OCW-KitTx*khuOh(F}Jm6#Qk$>ug0K9y~TyNQh zuu$w4`ZcV`HbtLKQ-`9`=jfV-(!EGf)NT}l zA;CcRH!tnk+k?IXz-z-X*X8T}L2dBv z3itgF@4;7NFp5@V_i3f)+<9nxRp!O_$Qf^+aTcdQMXP^k=B1vW6L~ehq&mhYmb+>i zvmJ=ZylFaWo$>m_@sV|%aES>j{LSBb-XA32ZojDKPS{UYRlgl2W!@|noR42u(pKzG ztSMr(29Sd-F&||i`V!wS!2g`+i;Fo~O*z8;QP>ObUNf}wdk?S29q|~gp#(dgknoZD zh8tP6z2PS^t6-_t{w08?X8VC+4sC5>#;!vH#LPJeEi79)QUk|_t3LPqB+FIefRh0< zZRdnRH7W6BK(^CLs7h}Pn z;N7gy+oecSr4iW^R*^MBtx>XL(JZtA?D@*m zPX1GvI)Z9;;#tI%PsOuqRq8FFIn);C>6*ZUrj;8(dWN6!7PE8Auvs_aS>YJ9s`3#!Ey6qN_ zB0j1CHHk7gBdvXK?<`J`FQTPX?Z^+1{9EM8vR+Y!2Nt31prnfl_QIX3%$zIUT-W;h zI5uaDIOd92e|qxH^FouIjAZ;BSsQhvK&YJyCUg4F4J-NDR+neV>5j2-hEXj zi*$~wM9|D)__n5U1AaA|l9~(|Z1 zOCwU3-{wpsW$HK{-K>!+v)HLlCr%{znb(SVW!Yu(nl1U@8;z!gB5xuUZAwN2$sG+e zkckLAQ+BeHec6e1;W+QS-#Yjweg})<%_l6ipNZ`Vji1mih-UFFy52{`5$({=;v3%^ z0zleF>s-ih8kOwj(n3~Vn`5eFwz{_TiVk)AKR{BEIO7(ubu^(c>=`6WPM5y6`q{)a z%-%i@gSqkB>#AooPQS*2^+15-K6KN*}NL!P!U%KLj_h7X0s{odHb ze!Xa)zFm6f!-6Y{`Z%xZV@+TE+idfWIG#3GcglQAb7q|OqDi^d(4UGhU~DKd@4ZoL z-mP@UXmDTEsw))x^4%HQTWy|-Pi7N+WuxqPY#o~ZC-w*Btuf`U?Uwy7(uGsznGBiJ zh4Nq!7oF+*8ORt`r>STH=e?*q!J}?a03cZ*!k}xp; zTe2PZ+`T>pvwuGbowBhm!De&B38-iyeMSwWAsK{@^BRuzQq%F}b^@MCk&i${<(zHB z!IVY+Ql^+)Sbm>=e&p!3?rKg-AgAQS>nCPfAH*O19L!I$t|GTn0`(WweNuny=RMP97~Aq};on7GMTiw}#Ur!^>0$-H2K?;uJ#09P z&|m5bYzZ8GqqyubqWX-7EgJImPxjiyi1Se}ZN;ghqmoxqA|>IR zAqIVaA5A|V@nQqE71OZd#YLs=>LxpJ0VjgkQ3RB3kn)J4Ru5R-?#EoKJm13t!SqY` z&!$8EIazCbn>f5+bA_&-k2(2q3%|Elf9_@&gVhE}{TWCjx*>wkf=X*zu+qT7E{?23 z^{vA0NS7(%de}f7(1o~@-4R8 zOwVefG$=4MH6BJIzx82n)gkn~O$tS&@f8tRAJL7%w%;pD1^TFZK-4ZsQg zBu$AF@9SJ*#_vp4mPdl`-2BUn>d*0&nuMV8vpp6fvdj*k_n}hjFgSCDD)>L+#v~K9 zkH??K4dybt=E(`wlVYFoPRs<(_f#7xM`65qxd}SKQaOQ|7RoNAg_J!Ek-c4Guwq>; zfAj8zIX>)@(8=+{sc5-v1=J~sQ1w`^xFD|EPNd9PkN$NzlZR+Qbre5k&qvp8!Xq>m zyDkttd1)^XY7R8+@+_Q1*69k4m9ADt<7@064n-16lFD@eupjWeY{X>$E`k)>vH>Z2 ztHP1^Fe1Ih(vUSR?G6UBP`)wMTu=B^)+abVXdnf-Z5NJj!^B&Z_HNtWziAF1gMLG` zWwuKdp7B4LZJUt+0y7x?%h+3&t&G1uDmnxA1DxifCdyq%-1}aX7Ch5Bl*@~k6)}NuNGddPOEC$aJ}GQ*mU#h5;#Y`; zC(xHyW)Y5wjd1!2SFrcj^(NukmkUz~5+91rY+D>gPUu=Zs{6WVb^mZ&Y(VjHmQGkV zs6HPFVdIVJ46QA~7A2Q|Dk%q^RN5CN|DoK(;bNfO1zY+2mm^HbyomSeq40~|I)Vve znh+s&I7-qaAjc@)UCGoo>zf?`D$ocmwH5!)nb>XkGd1#KIsT_N88y)@f)Tt+yJxkAHi$2 zEG)Z00{)@J<;?n|@_#|&kuTqbddJY%Ikkb zBwg`haPMc=0}id7IBCDB=iv7)qUp5y$2ogDr`z5k1n3}G*zWO`+^~Usu3RxglP9Poow0-ZLi!mG3=~%{D z^K56en@d@$&-bw(c(FFn42pE1s-LP%@g$-K$^y!nAE7o=wC@PO>cL{cg%C9LQA1R; zY~b{75oUn5eb_207~z+m@@Zgdy3$Na0IAw2D5KS7;oF^%71_e8~#(w$1CeU-t zi~#NDJGx@+U)1yCF2OOOI1^iU-K0FJ5WbzMcWQ{5xYMznq|AJ(1x_Iv+p!XlVdC~e zug2hdYf-qW4v+l>H-(k9G@dp`mnR|?AJSPA*9lj$^agl&nQ@_4gcSb%Yg~IwH4L_2VpcHEqFEJ-( z*NF81Y4^`u(AeV6W>#InT3 z3Foq}tw8pkFA8_>CV0eO3F}ifPh|NfM|IU6=423mZS0cW7Dk77uf7q8$|+^R%#8lD zjcEnvrM(w0z^g>I%bygZ9rai&K3Ikx=@Lxe@^t};{JTWPQ1LRlPu@*5io;6vXBD=U zyUh!Lvo_CuTFk^IKFH8XsM|I!Ed@r5#b?Y`>d`8OVN^i(XRXD3tN`@qwRugF{&e)W zF{~gPKur*WP@RUAL+P0|GGJ~1Sjm(P;j$~k?M2#Wh;$N(KGpz`r0NfAi#mE+V9krE zq$oi|h$;LA#PatG?OH^9j_?5rRk&5$;Vj3&oh7lXNkh7Oth!a83ck&U2c1$BlOr}9 zVvk&N3@8^mrnL@f{e0dGQ*n=UL$<8i`;`pFG0=&vG2}Xew=tb$P}90cBbM?Q^~sS= z77P1S5suq++=`cqlef_E$ytY3qO%!=QE*PFsUm^=+P_*wF$l-Wh)?`?5y2#&_z7Y< z%CWdvGKv6x9s@F8AQiV?_@A%K-M(&^{~;nec5@)NAn(85ZirQEQMfI$>$6LRCgM)> zZ)hV6K(v;!j_~8;9olq6S6L;_#eYryTTY!KBql+~S^T1sX zr<%#|VUsWkqDflBP(FJFreR8J0#)mojd|DunvGrXgweubP3Gw#RRmR**n3tMcVT}) z`z8I7#cEn05u0!>p(k&k8N^Wb03Fr(4sNV*h0K^Q?aqW9y zfTKHC=wD-dl^w%h%S|tyc_m)x|1g;+Bi3B~E^z(!jcw8x9{Eu^4eTyHaGvHW&fYb* zG!6;YO;Al>wXfXoLw`a|F);z*MLe&pT%ku3^4l4Gz+#V{=lOMj<~=9A-~E`I|nT1myBw3MQmlfa#j zW#2Szm;Plj|A1*BN9ypW3yv-D-+mUi32>7ir@KkzOK8mod{vSDKsT|WY&2%!|Hsxl zMOPMWUAVC-M#Z*Wv29mu+ZEfcRBYS!j&0jEcFddepL_1peOnK!we_;*Xk+yGjozU` zaBq#lulXpS5`J9&yZnQ5N805VznM&o`96nfEH#|_K061FyCpyAQ)iYMk8X`6^cs1* z336gXM=uiz>d!@{>0`IV!y%zR=sx$23@&4?Dm!2O^etGo`uCOOwHj(=#x+Y~43*;~ zVr!VE4)}TABAkRRivHn{c}ocF%r1gvDQ~|^zVJI-bh$FbIoncxVhR3na~CoZzZ0wHQW%y`AZGDlCk+y@R|&!z$V3_`P-9g|;W8cB zqnfUs`1q?c67}4*+W~$Kq_bZ0cNmHwcB;bjOYMp)+Mv;owlNYTF;C_J#Wn9o4h z3H8>WJ~${kGNqDg)%kB@Oly`Wm210}3*X?24dNhYTKrt}g2L16hrieYL=1JaB$&gh3gd3ywacYL3 z5|MbD#z?j_#1-Fs_SK?5GXk1DH<$W_m>mn%r?3srxSKl!OL@`BS+tj~U8_8<>yIYKDXFq0Nx5TG#xL={_@OcM z$Lulm84!uzpoTr^qw!{Esv%nWRjy-d)_u!cH`90AzbOrb%aMQ(k^+*WEpxz|I0|MR zVcQYolj;k>{(3Juzm~6jN5Imh2fLl^y~(LU*C7VM$5;9%{ZrOnYMse!7{sYs6EqZrL{LtgQ z>+yQIxb2R5jEaY_W2W@g@O*j8Z3{J)cfHH2n-;LFT9#SD72qg;Pr>;LYKbsci9Vf* z7X340cSe~faXaXE$#ElG9hAwNdatLPZD_2;Kjd@aS29v2`05qovQkaA1?^4UOc}`% zoh{wlJ9+-PN{t05tFh*0Oh+3l#@yhY+$fS^clDD!ds z&l;l6)8yj!mUlcBA@-50ONg&0vtRG-A6IwAhi(sCqw8+HRJY|je@+LA=r=z>e{!|Q zl@;RYnFbETMd`R=QiZi&h4yfvAFD9u=$(5{F&#|pdciO6hT_$Y28`?5Y#&BCv5`5C zx@EU;Ci{qWGsGM;ZUxpCp-1-yC<6Wh5`mTnOZ_LX&!Vl#;GwzjAeGhvi>2 z;ZBm?HAN4W;bS$eZ)l8gt*%`2<&I#nQ6#uf{avkl^b>?Hbu~6wJkgRt6O;Y`6L)62 zmcX$vMw)_0^)H<7+gcJnYP|959)S@tO}c#Rn0Jji0&Z_K?a;EDh1 zV6^JMfrsmD6FpO`Gb}5b*8+P~Q1@p&gW)*VArsxqb)>^%TQx!%txlYE+}^=6WlV%*|5H?VD8V8s)Z`^8BI8G z<$-Roy#BPxMEX`jQA4|SKS`BfuB}eOErjn&LxKk~;(wy>q&Kai0h23;ep&V*0PfmRI35hwD4I^fd2mJu>(bXFN z6zx72K{#@`Tb(6L25@vfF>-3YPQ=M@cV~cLX!Xq1sRGX0p)joOb$PFT^tBZ|(B_+w z&65PFn7|O(1f$rEc(D`=TH9(Du5Z@J2uVJ+VbLG45tNJ7QR{aaTdJ#vBo%>GH_noV z|0+$V`C<;BJaEP75|6=micY};I`|@8_(S9fs93y(SbrW5Ac@B~C z1+D+k%j#!v(W*HxRpRxVHM@6w;}1jkmZfa^0Hpq4oSYxy6-+bIU@eG(i={Xr!CGSq zUCzI#URkKOrRe}(Cw6Fcpa|RkRSrzij^v|9p1^`W9HK~MdjFys*J7C6@fN9seo9@g z^$b9QX0tRES4pjnk*^(Rw?uGwPs@OQ~$BNfz|ZTyvUn%I$~ls@9JA>{Tk zof%pYZB*2^RqwHZEP*w6OkS)ZUTk(2&UfW3k`1OK_7zf?xI0B{rf%k9H2Mqqn9Znc zJZA`}83x!F_pkYwzmg@WPFWWKUOB9HUZ3zgDXWj2e2U6nh1Wz8?#wLm*#&2Tspnhf zz?e}Yl5|KSv;#eR$E!O&R?QTk$o@`z{x$+rCBTD1=!e;Vj>>WHTx}T++wBFGGtd6f=p()VDUi`~+RVhB?fvbdO+xr!NhC37M2G$o{)`TBLG=;&wqoB`%R7#NM z=wO1{A-FB5G~}VO>vmj|qpzW|dU(^~N$1l=(4AlX)5;*j8+w9;jWWl|CK|xj8FNUT zvs(2Go%3NA6t(x|xk=KpyKs)NVNlL_$xH-qAKe66kGy?m+ZqQ-*6eA^8qN#`-l`|K z7;mA!fN|hoPhY<8$3OQ7;RSr(|6c~n09#M#e=LA|zW~Djc&ylc0+Stq>_1xg)vXzD zGHDy=`!+Lr=gVm(Z{EK$OFX67W%yk2!eQ3AR3fN&$Hb&v-qtr={~#XpO86g*HRMeH z6n47qQ99E<%vS8?=-8N06&MCMo`Ia=4HCOof$3-{1pF zg^5>9-`YRh1+4ay?WxBv8`a0m(=!XKNSzG{R9_U|7y5=tJ7&^xq)54oP)#vH5}mUen|^J(#XQpu@pCDomT$it`Ne8WMz1d6e8o1OU*=PRTl!5 zZ;sEYmO8i1jsO>-YBdaQ$X0&-J1N4_ot~0M&NM(wx-`Z*5_^>#DK9S&y(#@fLgWk0 zAG85Vtpr)a^T~soz*yLI4UfIXF(Nanqi34gfu9E=5Go=FK<`j)OuAQT5$ggM9RJ2N zcqVZTf224-IfRw)di(fh5@r9w(pQ0jDh*&YXcWdt~}va zKtgg;#r)c-J?UIHM~sd-D_%w#rM7xw+I%}PN1 zqqfBW?US)smta)Y(XmPS0v7-JeHRz{bWVSw2Zs>F;~&I~FjY>iQ!HDMcKp_nj*;_G z+Mgm~yM!ILyd;&1k6hOk^S6KT;{yC+5Cj< zv0_ekN44Fp; zqsUP-M0go8gaXKVD5&WnPe*TB?9{eJsyt=Veitphj_I*{>l!asbVGOLOmBW15+*tG zw1bJa4U*jr!~a$Iyq|Nq#q58K#LWBjn5G-uI{m>EwygC#;VnJouQh_BI86KRqf*~u z;%<+$CZJ{0%r%s=mVU?es{ZGiBVOeGOixI!))CWiKrhfig=b#AH?wLX{|~+#tL_Mv zvh?X;THaoRIz*_1K-N8b(2-4p@hcv??!hL z>9cX3YW;rUB8TC9*|Y23<@buvXRcF)Ap6OLVdPbZ(BiR~sw9oAP)In**~lDLW&cte z&K~_`_s(;W*i2+j^Y5Dd3LLpp+e$GdU38x)b9MynMeG1`DfOPgTSafaDCOZ9B1heT z(n+l8XJB-x)uc*k8-2ucs`Xe{!y{pLjpbr#))0-0JBORZ}-tVK)$0T%) zyNJ-rJiA^Eoe4@Ls*0TqiSJ#x(JaA7?I2P?XIhGyG8j<~Jm0l{5C*hx6Z$50E>%(sf7bMj+*}Js=V!l15wni-a9Wl?iBc|al&f4IV1a=~ zZywBG_3gG2-6i4SX^?8CyXLJ3YnuHUEmgRUQ2KEP>H;q;9O$y?Flu>xn|GqOjahY( z6F46SeKH8L7+ZFA!@jIlGHXih(}to*kp~W9An&JS-G~)mHUQvOMNc=B#2!01kl1k6 zx*D$`rq#)`D91}+7aYe2(f9`|^u_KMSQ?7LQBRg+uC&FYz)h3vjk|aQm{q1G6h%|m z`#2Xst7KXv1u0?L8(+~c@h>VGP@|~_B3PVmyw~Wr_pV+vLO;kk&9?a) zQ^&u=eT8&xHS}XQ733u50yPpZY;0g!|M&h&{RMzvIw#OK6~(HgO`c&cZ;X+FJ%_yb z5Ymn_OUdlFjCZGr*qu2hslbckrOHdzo=GOqT{n7oAobFbT9OHdM=y@xoH4vpQ~-!pt1eZLz1(AWb~ zj~Y8p;=k)HZp(-L5yNKmRIQYfDgVtP!j;Sva}o?>8C^i+^J?xSDL5ovJ0HL}lDqJq zd(PB$kJzgXIp(7u!u%x%-FX5MWP_)1UER*)PJ7N7`Wv?*=^N@>L;3%W@2pvrvQDl8 zUf>}juCHLZ`nA57_{M0~kZ2pvBmbZW;%}2?gHA66%3~f&;TS;qLJgV}gSt%!9`3q2 zNIg{2298dPnU%{g6vs81%QfHMzSwJ+q+N&Q2>AW~$f16pz?|Efuh*LGO$3l0Ki+_^ zebyp*AjuMpZxPDty_VVslTcPX6vUp}d zqiaD{e8NEDwg~D&N2%YqLYq8dO}@X*Q3eLb%hdsO&HRm&x6ti_@E59KXM}+OgF}TH2#}Av%B$!V|6~=8jqaL?^v$njQtPO%p)>a!b?@02)r>fge}I%yvU$P zb$E;cWM$Vxo*LVkG3;1 zBCuTC$r$uWJRZm5A{Bgce3YnY6@|C9zw%?K-qZFrO<&Tf@fd?{eH)krbx2R-W0!y{ z5=2HZ@XhQ}x4es6SLN1F!&V306k*I2D_7M@dl;k`b=@7vx!+}%mFOjRxJx{Yw+rj= zHd!l!*)hrL^`3-MM{taqGD-U5i?6DgL2T3Fi%N+~UjBl`qZKvM*rvdN*@Jr}sEFkh z8;16(H#K1@(9?A)w&U@uhN?L11w4ei%<|reUrhrkUwSJcG}Jh#==u30uVf5o zMD2KS|G`|GkDC|7P7u~-HN6Zx5|*Tkw0~n^i@OUz6Q+ihU-m6p*6ymU*9c2QNLkot z+|1f~j_!&Ej!TTr@l!rFY+`Yz*m(bB$rw~UVwU^#D=&&P2z}cpDh7V^?}qw_(y85h z9R9nxtwD?eq3d5zUH)NlBRwe11Hj!v`OjL)_hoEc(ErxgzBv-i_wnxcaW^+`keevn zq0ex!?8yOqWpdX*30*DE zWlKJ7j}g8|Q8y|>5Z+i`Rt+BI-ZJ|VVKVwOnhtivB`@W+6nCKmbFII}TfX-9<&}lf zGEp<{SpCW42jl?1yX!mvK#-;OG*G=$x*kGS>Y6J6F)Y!4yV@s2w6=PtDZZQqCB8Pn zO^}3O2_RfZ;z&zJ*7#W(*y?22@srMIRkpeAyh~O1TDLoykV4a9^=U=C{|Y zx?gi6=}0{pSaPbSq1zwL;_U4owqNu(?~B(zK0Dpb)K!N*Y7R0O^%PM_M8BSVtAL~y zb2D%Oh(Vb*h`L95iU)A^OoyX5uwErt#;tjX24QlU)IW4S$#fNr>Nw@0S~pZk$oKW^ zscexlbW~c{Tf;tHYp9~Mfs%YeBj*?#6dGFjk14|9)tc=5YNR2fE@$q?=hycKrY&%| zTIAIaN73o}cAb!Pp|F4LkFoSF`Nqja`)cR*q8S*=ZprO`;AvRY(v4%tm0!2V932N; zEjgIVztq8z*9bQ5D8<_sYpFg*?1-Qg;mLKMp@AKq7~q){5PX)c7Bi0Rn*? z9mqEvn4;{62C^{=eIt`1y@77j4fcZ{QBQGTCTGlnw2Sv(q2U*7F?Q5yeu9+m%4oA1zM*6|?kB<^H~I z5ludgx!VhM<3mmlESu0XEZao7w74-!S6(JKArzY>%s@?^`vh4tm+*q|eP54wnU6Vf z&#M%nfn}7qkaKhn$mfi-_|Ym{es!Dng`+Z)T&1_&Vd4ZrHwK)&c{U!tomF1Vt1C5l zoi7*t4o6!rNlV+$4OBX868`Au!SIUT6{#{2T6##Tr*yKJphFqLAhHzxg@2wAI(K&t zcm&uVC$2=TD&)K|RvySZGCUZ$c1904 z=@R8ipG!!$4u*bg~mMWTyji4cVq+bEx< zIq5KDnVJW4_5~oDV<2 z92gT3tv~2X*A2Swo}g7?{V9N8`-sdU*mc3PSun%c82BC@rF&TaFV+Lh6Yk!nE$lQm zU%y>6TSBzWj{*=p>yvTbizJdOhF`qKt zDQbS~s%+vEVE>B5P*{KEYIa0lX#C{u$H7g7;X=*0R0lSEDje~|f z+U8eII(>O%&dw5`9#((s)t6MVnZ+SV&oMD z$qLL7z=i0U<&!3`9Qax1v+jvABy|im$7Lr^`!XV(9Aka#Bz`w{qL*o@7C@-duVe{7 z#*l4$C)^6a9K!nlXfW^{IjR5L@oYf(a>=!A@&41%$y@Gd2c0>~37e4{G*rnf2vN>$ zVuPPgod7prrvT0{8tKhD-_#m^StSB@!|0Yc;(}V6Oiug9h@;u3N^rMM%W$PB)GDIR zpe4{wmV*=66sPhtQJK_Km009Ki_3!CTQjssXvs06gO|{!8_?U^VH+7v2saVQ1dj9R zKx+$y_un~8y1WRy(Th{R`OerdQSN$|>e^;*bwz1z<=xIT;u@T6eWAkNNmUA~jqaVy}z3KOhL89U8a8W%qTKC+NHgF~!FK$u+T2Q7Fby%6f;{7=EyY z_94NCT|I+!7jwft9!XvzHz)X2O>8T25%6NS)!EPH_|n6a%fkvu-z|kbCVOLXq4aJ)khM<>O8q{DwSao+~B8+Q{w1)@KcYYeXOn*&}k2ZFa?2P;m6_#!Bks~1=oeAi7M?l>OtFj+Q|!ROl4C|RKwm-%X8XwdL0D; zY_*wS7MeRAb{Thx!Dr8)g@C-*)js%DB_$SRjFnlf8srpOH6s&r0+D%sX?!U~$`1lU zoZ~_+$jz7$6`tbs1S^$o2@YWzv8l51R6WzY@t)xl^Vc_G&Kx6iNTPxi;yff+0JHyu zUmO+3a=Z9k64zXs3!e&!LxgG5#Hdi#GIyQoKH4zs+z*tfbb&Df%MfVlH|f=l z!*~(Wg1@b#Kh28CFcVLn$EGPra7nTtuAmC-3x9m`=nA7Q?{Lu##4IteG5g7y#PGkU9eBpN9^{4Z_q&2Z{vouljj9Q|;8(f&(;A+!V#meBT+g{bxL zW{a=}R@}k#W0*)o8kHe!Z8%8nVrn3n?0{yXZ2qx`O;lj*O7vKv)-2~8Q|`-1vc2IU z_1@i@<8_z;S=$%9Hs&kuE2Tk}9(XA(D}}Vu4bJ`pTJ9-djWfTGb$3 zg4BuCT%7_P&R%786E@aPFO(@Zmm7`Jx(nkUuw)T9>R2mu+LUHHfagw?&$@WX?7@fDo{2ghAoQ-&gn`*WZrbPb5 z7S1)}keA<%ggzSyT%ZiWW&Se3bE=|4)o$hVi&wa??kI?^^{X5C)Yes?UPeFSRD(jX zrf?ms<#HgmT(LwQb6}KqdaMJjV#fU4YT#(kz)QNsb*egcT;vy0BE7kvQ2>*LIhWRm zTBNmPI2`k@x--_3p40nb*gR;LfUwto!&qhVdri$R*mE#UxAM#@W0<~ zjK}-0UyywPY^JHL6`Xi<{V?gRqr$j8T?p`kGY)J(?60fJv74^D8E=TpQp%sUuJRV;R{%?B@2OVf|fsp6Pg zdA1v*Zh^qgco5)!I1_}gnE%-d<34k#3-Kc2__`N6q%VK$=tPfq`qlfcLLC*ssU9M( z+kRVlj5!qVHiHM#^*PG{$K6ILOtiTj1n}f1Sw<17qK&x}1Gie?@HCQU1sB}AH5i(~ zd&&=J;Gn;jdAhexL7-iVEiR2tcSDV)V3!*86S*D)>6_(0kpE+d!*mGYA6-ZrcG7!) zSv8@;H*M9{O_hMP*vn4`obX!ZID?VV4&V~gyibaEQHNWo2E~|m{m9$EDw7w{q+VVA zXsZ9zy^p94PVHYFRT0+e8pWL6fUW`okxS>Pq|z$Yj&dr%>v1(uY6h)^AuI$N^fe)^ z^>7$8lmKrB`F0vDH;&4rhZ8gyjBEc*^+b0q!Y{Et9oWxbJ?LM~s5nv6RBsvu9h_l7WorM zP13!>+s*E$lk(c?XD5G+34Xw$NA_702UR~*t>nEr2zmBx%)3bXp(WZy;b(g;!#ouM z9FA_UZV8Nm9R721ZrjbJrav8CaWOWabOYMUrON*f4Y=y#c4a1iXe7BA^!yP{{Zao0KoAx98@$cQI`u;0JE**?e3gWjn z2IWwu*-k|mQb!fPmEZ9%c5=0rEUy~pDs9qv)0{`64>xd+kB>v0PdH1xC7Tq9U#neb z(9d12+xs*puG7+Z^$AiM*kXM}t=}Y0BKLvSs`&IfELSGsyJzDxG z!Hz4FEFWF%4?y_|FF|*75Q^dIfat%rI=G4%bH=l`Uet3HRHAbx=jz^?dfNI#LV+FJ zc;eW=Y=_4i5O^gh!4YBO!%FN zbiZ&BQKuJ%{}!^o@yI72fI-*J4|&-hX+w_v*LcUz_`kN8|CuQ=?^mYQB%RILJFiYN zlov{5kbsNz*HN1 z((tk7(n%*A3esDA(-jt+1ix+^0JUgd*^h?K1FFTd23fSlRn=?ask>S7@L|h`I`B&C z%4X<4kc?x!`0Vx0{q6)?i|KT~_1m55J=fslNMp-;V;oO~kE_$O@_M7du`pgPmJmxE zH-zco8&c;C3NiOhR;wb{)6);4Os)4DLd!LuPve;KW~icHIE;%YrrU3m%i{#L&(F1O z9Q*pgdxiPcyb9ncHYgaN1IFlC+0_j?S(u^#fW10Vi~11oaM4tkG`}iQJlrr*Y7O7p zpB(P3qc@S1fbT+{9IT*dUWL6`xTb`5bYWgFa4bU+aL5l;peB49s@S7T5@-C8<<})m zI*xb^grkdMIBdvEDb8onKYUiSlzR-|z~U+`%c#0$$M|OJDFh-tFN<>6Gs5bjXd#@Q zZRK(0&M&-7z?`Y3x?`el-}yBf1Au#lIj(w3Zx`P$G15gGky$9|Qr3zphB>Or{w7)y zolk#K3%N5=-F#&@Y&)LL}WWa+t~>K^FtG>)UGhVONRju!{3FcDm7 zj*wHKd`1rIg@sP_78Sn=-9i(NYMPn)!WnoIx2 zNi%>WDYmxgUkLe>iri+KQ`K7r(q$+8IC_=5>7f{aAimxQgp)iIqk{1Shgci_1G0u< zsr{mNJu*mQa!FLDliP5Ew&)A-X9&YgLEa?nNDnYG6@BHC@Db27>WDvl=bxCl*!A@l zXLm8tWf?W#3xWtTR$YA+v96L1%bZWcYRmTwBDAx!DBDc@Q7h+$S7ewPIw;wuV+9x1 zYu(UpY?4ZXou-$W=mJ)QNjInCKa3>k8I~_*bp}}7XqL|HZX0|70XgF( zCYeCFqcP|V-ZK_tWDuB2>-6>bWSb~@**XT6ETx|oF@{vD*Ptp!NUtr7bFcu$aw0;TZB0E;iGLQRueSPQAs>G~K zo`}kc$N~*-2Re_S&iW)@b6%ys)vLSn7i8iK2S9slkujvyi_cI7=@uq_S|lPh)Xdf1 zAQh1U{}tt$Ob708=8tO%d`M;$)(McKEiSSYZ$sU8Y+l;Ay;-lZv-SSpBREqrY+jc_ zxQ5*MRTI*1Bexn#(Gt48e$P2_r=HQn-+@4W6%;*d{(g)t8VOVwvXuq0m<2_d+lBOR zU*SA}KVlc?95AiYc2LVw)Y7%~OSM_YGA!TqK}$|8Ptu|Olb=)<9c-Zv-K;pT3@i-S zoe*hK^-nBYSN5+kws*Lj;sw1TDR58BlPwT7=w6KB79qppOO32E0PI?FlbP`*Mj2km zp2*wIex7D`gXk1UWyUd_;lg3l@tm2gqS)Z_(+E6tr^1wfZjhAf!2*VY8mGT<0LZAz zbtDr_G->Z4U~$3!&*iO))>d@2r-YPsRIZey8Go))^cW$=CY-NK!^;{WMEQV!g&e{H z-XlS5SP>S(B5w#@!AZeTR}j7-uYKO_@LIQC;AP(U1H|4CvAYk4_XnW@Grl#P%{tUb zk9+#uWMcgi;TJJ16g^13pYKp0q@;`%BzBfSH7^XFcp=w`-%_16Cd^ z3FMd4PTx&T>R|G^(OKvE8gOlpf9x zVzU~~9cw2B0dM1)HaUOds?*_|7jPq+lURG7^!PYdXcpfa%z2+&v6KwhX1t_;lgB>p z#f@|_Dxpa|g-5SyA`{wSplm1?+7j0Y`IA#32b`AA;EM1ESKbkQv>8TtfgV`f4cyf) zEUucB``j*&AXH`Mpb3T=HLUpG`|behPQZn0l&5M64@6uIw%1QV=G3>B;r3iQ%YAd7 zYn*s5I9!#$JDEgcWTGcL)L1#t1)eX(6`UzUAB(K1 z=3ir{vtx!3B#eOr?`2xe1&;8YpTHh>4?bgoAOX|H*DN_v(kOHyQ`yd*slwN%Ozb3k z*A!cPDEy%fp?dL)*!Vl*)8KBxptMXnQ-;F}`LMlNlJODT4rFvdP87k1Ong5>4u!GN zN|RP)Id6iK-8*p4dnnozMea;Rf>hI_MPp!zWV|mwDJhiX@r_1KmLHSD;S}N#e`WT) zl7Mq<0L$g^PZ)HprX0ZPKhyCGb>Ih_oO$wJODh*YJh0QAElLX_fzTayxFeaH zMYC)%E8b>$`C z9q}I%zw+QNkYa$~yvw^S$^>b9+{7Sczl3Guj;GEhuGkhvTLz~2bzQ;C-sj*=98X|2 zO;=idDfooR>nYSEj(b2dg#X~8J!ElV49nbp*gidFyGVXM&qiF>xpk~>UOfr`Hve1o zQY`zsV&h0Ls_6(bBjHII7gQwN;`osiG-@hDd&V6bWKCmK4+=33Bi*AdL=B}`yPAde zpH5JOpfOLdv#>s9wAL-Vmf+QKBC)nBL}Bje%e>wF)^*PLLVCBMX9nhaXZPCzg)_WX zSjT*YYl<66Nbpq>tQqlFd_lOqynlkIS0Z3EWReD2Kp5}y$!f!rY0yjVV`G>?W5cGa z`J>dnT!2*!YP6$TisG{sD-)i}7e)K)_~(@&ht~C>SeWq;>DKA13Ub7iE9ACT*FjB^ z^_W_o6EXEO;z7{LL$V*@<5l8?8F(>C;4Vwg{=&_02w<2~wd9rmOGZ?kY78-AhZX>0 zG+?xHaRa@w(wCD?33qDL51MmY9{F2M~pn>M9Bp z`y>v)4bKO~?#+8ixCh5*WLWWYx!;=gyh|^v@s4Pm2p3#K6_d(HnU%8V6@zus2`AVA z7Nv_TLW?X>S$Fud$eVC#*s^(M!(6%`0|D~iB4STOLn);AVVt>PIdM)ub`pZPs$yVs8 z-M7S44u*ee+FHO!0j6&Uvh7@OGr_oz?57Y!3FV3@6Tvwcf!WRt=?n{e z-P2g{Gpo1XLHCE34)2rn@IwDyAv#tdI$YRLI$ic$W!L9%jkaMoglaEpI2C-Id@~DV zX&DiJ?c}H%f853HHEPWZI)7zN$2(6xIAq^h7lC3e)SY@Kf9!5oWz5=-53(O0q)ip+ zcugssN8;mfx43W1B~xw}8P_lO{$vmG{mv;_fzbD}{yQbrG-~BS_o}}1zP&LK!FT%I zFoU|5;BqV5Wtf7)_<{I^o+gT!XNNx2meJ@bIFjCS3H`Y2^7G|&}E2BgdX7;pM#txwu> zzUKHb$wg;bQr+h;%tRDqM

XK4g`@!f|fH9lt#Keti7#zp7L6|5Y6k6&OSXWg2oZ z&ZP))+xBvgcoi4K{$|{4*}-sSxFRlD=$*G}yVz zfTR_MhLClao5!a~!U|{mrH`z7wByj9bo>H#Gtp2a@E&}9cj$=#bG+x>PYN2F{Ule! zOS?wBXE8?u;sJvmyMO-t_?(>TUc z_|+OS6bM^18-0AAYjG9jHmJaw`0IckR?B&gkN_(>Bm+VwRO;(_ouDW-FbCIf<>D z8}TkC^CA41mT2k)GBVok1i})|s~WF$%4aY+IkEm2df_ukK~lW;=>w4aWW<2{vhbqc zXgYO=Hx&k8o`BdJ3*%lKbAo^48fx4|8sxl2*xAhe%FwQsG0U_R6mJ^xJH!-F2boH% zHlI_#!G{}`)jTm@1`YRYb|R@vki1O*U4+hukvM!ItH)9yuJSZHTT3~-pqHUDLYeF0 zu&F9&Inrb!8^S$AJ3Be_mbVjKKR5*RVI@p7fKHZuUTM%9EXj*YF3|{ zpsrU6)Ap5+FauFsVl9vj4%D!$ke^o5y7_aUSZ>p%m+GvwT*tjGsR<1K8ROOZax=8t zk6nE7+xxL_BG8lnC(aTLYy3~;Vt5ggAZ%TzPSqJ{Hv6e!$pZB;w|XpB%ty!MuBZS? zQ!xmi5SyA3=#Q(T0YPY8dVLt)K0yC7H3S;Ci@oNPZ`z)i@5uB|0zXuK_fv!95(RHe z4?d&Gv8Qps^mJ*7q)#Y7zXq)*l-z4&)qRO~O=IkXo<)K9o-;IVFilOD^C8*>6j!Its;>Y2^o+-o-N&HtYi;9J(E9 zR?P2@EAF6hw+B6{fO73RhXQYZ-O}T8}#@_MMpq+s%z_Caz{IrFv)PVTR*Qx!2m`zKjQMuA29MVyd zU;4b&>^#;o@+D!m&qctC#-c?22m+%SA2t#UNgsYX6a9NGSxba4-{uR!c`|GFgdtXK z5MAbvqPh?Q^>d9XQY$8%2V4Rof+cbfg5Ik*1J)8 z-xFYIxp~e@%?fe@DX2M&+r@z-arj+8_M4Og|JJl8dYfQ7`fZA;2FHeH~Pe z|Kj@ADzk?+dZg(M`zy}ZDTiI? z+UQ}bLri)sq80)p*M(n%-(yeVg+S)5`Zh~9Q+(UcwB$WD`B*t-r}5F!FKMwLEG zPJSlt+%c?M%!{mg8V6iCSx@@%(V(?c^9rXeoE~b%9w$Nsz54iK1*#$w4Ll6q?c0nz zJd!gOEDGQM1rj_?S}pvKL+`4oATW0iqK;+&DL#t^PfIc%)$$AH7H`}XBB&{^5IgaY zoTHEKJ@-d@yWiX;$d$>XP(*XJuH&`8K=Hy#T)xApH`5LxJ(Zkx?YgR}$DuD@H%4+0f`n^zf2=pq+jo-mkD27m3m%~WUIbfM3i zZ#VE_yU<7Q8CSOJMKj0It(lwRF5jhV9;O5HNjhDJVr=-kpH~nFM(+BnfjEh^xRDjf ze1W45t3#oWsrmrP!T9aYe-E8)v~$dhChn<0e9_c3+3T;cT_JwibzNI7YcPul=mYZNd>EWgVVawPDwlWXQF- z=-p8wKG`d@D!?ez?ZM43?FbU{_U&hzM5io#4fOK(t6A(dIjZm4go&Ae8wfy=$NaPX zdyM$g(($ppW-HkJpXW3);s1xNb8N2z>bmugZCj0##tj-awr!g`Y3#;MW81dT*tWT2 znlch`&3TVGM!Q>@sPcRpy*2sCv1t7vxxi(*emj;QqI=9;wy0YxxL9HD z+;FWAx*t0`UDC_y15w`Kog;1!CsAm8l_J9GA0LdT<`PP)(jmQ&rRkH<)!qe-!YaU3 ztDy!e=9EQ|TvPWDDre1@Q&bdgnAjP9<4pDJuLIa=N^63X29HOTU~LMEq&-AtRkv&i zgI|5ulI~@IaQ!rV<4MhV)GBzAZCcfHvYnKj#t)TYFwVe zwI~C1OGTUxx6WjHS+WNu#I@vw8)IFKm05$oafcO+R>ue+=0|V*6Fj89E<65R5W4s; zc4$KKs?yzx=~d2B-(ngUC`JcfVL0&NV&{YeAMz2=W)X+ih>UeKJC@^aUHyi)ZeeYF*y#O zIW*Np24Cch5su&1wc}$BTM@ZqTa;D@1OStXxilzY$zpU6 zp5^c0S}UV228g~?afi3KGUY`kCUGHW_LmiIEz{tZAk1E27zyF*Y*UHtXkQ44RH04f zR&`-0YwM5sW6+#}S(k#Z(|I}>@>7Q|JfHZBefRGqmClX)$;S;OkpEy3C}EFwD~^;m zdrS$QHs7=rBVA9abHln(^1zmuX{KY3Cv`@mkIawK4|_Y=tF%ahv3r#w;&0aC(zn6^ zujedNt*)(Kg5sv~N)hd1W84moV7W~SFY36#>JG0L;Iz29jaXc~lAG4BN zw3gg|F^@G$57K5mL~%K)-`z^$5~!4QabAQkx-UGGaG6$yc2{NwEJ$T2V$feQnB#Lf7LY!uuE;;rS%kvO2B@4z7}1Dqg2gR78+GFkh<`N@rS33 z0||fYoxdV_RQMxzw;wy7!JZWIq89G7JQkTt4v!P9WHA*R4oMHj9^e623IAQg`1pSR z9Jo79`cC9GHsU3>C?~IF0-aNks*3fhP}p|CFmy+2iIa@ zRoieOt0X|M9X%DOZIENC*3SH`^%&q#OV}I|RCK+3+># z=Bp8I8)Q;sf@ShdD+|?a%I>&#A`-5+=3HXTLLrW${7OMCB|GCN~ zeEkg(6$Hh{c*2QQ!C-z-8{8`{uo2Mkp7abc-N^ZNw;qqvbiqHZw9RPQ0J4x_etlb7 z9IS4ARN*!11(nRV*Tbx#I8qak$H-`hbKHSgNZ%K+LixJhM zTPr7`YuFvqp$1O_@!2ZkH1qropttwlX`bedGz5vXUBmynKD=~9YIvClpsV+(>1>&N zKcr`(+f0i*NdOmQBv&3_c4eFN2D!BbGFM}rz zxY)`PJ~Hdw6H3H>Id{c)IdrC>9q!a9gA{c> z0RKp3`GqxI;*2vt!LG(>;L_Icjc;pNdn)-@DlI&Z|Rqru-N>qjP^HB&WC<#gxv1IViRxwJHy3z;wqeb$^5SCGElBNk zU)aD1tUG32VdP_Mta#jWoMbKP>c$vSGIPj5W}mRUd2Rr}l~iUM@~;Q7xiDtSNQdY@ z*l+&|c3pN)YT0gLQ4snY0(aeJvd`hd7c#ARGZQq&ja6-4bjBGHP3VF#u-82O+kOF=|D3x3Jc^62rZB;ch0U+=6qCwsavnt8mQSR`?UdR|V1|&zj zAA|K|0;tjTLkdJg_0;gVK|Y7_+R5M$M2#K6p0?M6bV9fFBb+i^M}z#WN?18 zd6TiXyvWi&amBo7<9=lz{4N3535Gefq1&=Jh4q0zT}zEJ(i_4yUn>!a*BDQ21GGiB zj%3O3C`L3*$>|z~vp)yChDpY=Pl3_qMbebsYPs)GYWLwE!$We7T|*04VQoKh)AABY1VU~bpnVhK0&xSSz;csC zMjtY)rj+E za;}|XPq*(E%RQcZ&t5-XQ9m^!U_14%Y^o+!TFKmE4Om7Or&f{|znx?>n*mOo^dioi z2NWIVau9!@eBbLDldI@%& zzE!uUlMKEMN@efSgXMCBC8c-J^u-YRz9i;N{w!o`rQr=*@tI~%VBztj;nQ-Mj45BQ zrlVjOG6C(hqd!gJqLH&pRw_d7Hg%VM@P0z>25sVbHJuQd!91m=++Y#9V5S3J%drY< zCtShp+FaO?DqlY{?}7(Iq?aH6q|!c zgXRu~u~w9Oyh_kk#+q~9FHJY?`V)3FxO8)I21nk=yVST!cfD61dv53=Lvy0b3$$Yg z{WY4-#mHT4ymmQ*HUB0!VqbeRE_D`jqQcXN0t)$YTbGFEcUhrK?&kq#@$1_Tc$;-$ zMrkRIp5U{i>?mREp%MqeVqxylG%nroI4ACdS((%*hmsmkC=AV$VB~Jcue6?InT1NS zu?U2t#6c^yf8pFJc$0{ayxKP%(H@tM%pgR4%T6%TI!#q-*7@r-w?Y4Y_P4fSx}2-) zdKG`jCZm-rR^k0S2^UrE28WG+>%Kg(45yT%jJ6y7Ik##qOe z|0kx8A`vGo1)(_Or-cj);gny5`}zjj(SHFN^~NKhfNt47fu=zdwMUn7u$BN7&5tz_Y9*6qXBfjSO{Bv@ncod-+DnF(^;ghti z9RI{AjtWbnpdsyP%@b(sajL*X9R>P4X)dO$z@H?rY9+Yf)4zA{Ro~^eqAe&z9<)SU z*o_i_S?zEML>7a`FDQIf!?UYeuxt5gz_xwMp%snuh9GA8!^#TmQ7M>c0eC14GGVRz zYk3In>%}|iv%_G6w?N2Q>-v#(Qwgo#6dOU+ymty&g^7zch(URuCJ)%2wQZ)%EN1eHE?fhkQZa=-p91O5ucwD`sw zV^8$VMe;f8@bS*LxQ9bTF$J~s{1xR&qWi@2SSo+{Z}0Tdnd|3muGG*N0sSSNw=OnF zKc_q>7~%3nc3P|6160|oD~VlG$4_CEjaDV#+_k|eZbO&)YpESx)RT@gml6&07P;vU+DF&jnYHetzS2&;pu_&fq^nFOh7 zttgiPl(m+)%T4vk5&rf_o3l5-9VwJxee>7?f(Fe|x-iPC!#z%{rsV$cTz)4}YZV{! zz9&i)?>-jFHX+5#q80Tji>a);47v1hT;@vtl_vVTLhdUXVj^$ymC9n`Zhpz3FPmg| zSC4G=n^j)+RL|DNKl9vN+;GZCXTNCI6Q{8K)vPQwin+Kd%crRbbrURnl~gdlIz)=) z81)kuKM`7XBl66~BXj)v7{dqPk88G&SC7g2aqYY37jCbKZ6)QFYi6u;>!XsB{j8(<<+ zdm$);5%k0DmA{ zG`5|5b>Ltn#N6ECVQPefoDoob*#s_LFj9d6XEL8w zY-P*86)Q8~nuvX8j4*L`$8M*VQ^2MShUIeM>uOe#Bk2ux9Ju+2KI#%i%v)&BFAfBQ z+eRJY3Up?#6Sv~+MX%Kad9N9AOf@50PGl!q<2nm6*ZJXt@iT4*yVi(l<}4P??RQTz zLuS6-uccE7$kz-%C_!z!{J?nu} zr!2I?Gvh$l-E#EM{%R|zo1lf?RMN~fl}||->c7q~uV%2)i%CB8x+WB+4w0GoC@Vvx#Z|lztiNB%7i5Ctxt|j(^GBehUgGU}z{0L<6u}v#vsG6o@ zQXmlG`e1>Wa{!u26GM`^JFQ694#hgjAGrM1bT7Sq)UlTBlRN;1%lsv(9tZ8O)ZR>< zU<$5S%7x7{<S9m)q6!#T+Y{(V`WO_^dc*^`STTATkD`TT;{af}CBOi>O8E^5QMx^M4BL7CN zo&Ra3qLnjN9%SImIE;_TD4x`zpw1lNcSb%V&K3~{TQ_OUSvA~f&H0_?N)lF7;AAdpU8TJx0Q>m<-RiHZy*Dn1r zrGXU}o<~(a*~i^8hD|0!^Ni`0>IsOqNrEK zCyLCRQ=iAnFg)j4N0N~KHrU$0c-cA}Zhz~-v;*{8HqSV2V~gGf-ZbxhygA*EAJ0f+ z`nSYFyLCYP`c7zitkvwSv`TWiN3wi6=-88p|kb@arrsE8>peV5WAmh~_avnVF%EH~3 zgDN1(pcH0l4`YSe@(k~-27x_2Sr;zT;3rqryqTssqCLBW0Mix7>sHkQwkUx$YR;&$ z3mJuH;d<{@5fUyyXj*)xM&K3>psyhk7YP4QW!Rx$@*=$B`PTk!PxP9f-)JVN$YzuZ z;nwx-$Yt#aGl8QkU4RL)11Q+D9U0FMaEj0a9P*ED<+Bc5LEui|ec z{OTUNGuo%li9?8qx_pOE!s?`LZ5XZW<>qyL@(~IVcE>KwCn;xH_~jv3*sza9%yt*T znVsXe+AHYvK=2c(fRKgj3h=Fp{Erv@s~2N~I+4-iw{qR`${R>92VO>2#wP;w3iRjg zr~K2~>S-UVe)?lgQKcq>KbUMF$Y}(F7k;f1M%` z-s2)qv=GUBe6_aUhPX3tnGUneWyewcY^|4@FBCzN<&f!&M$}*$VzG^U6rSvpV%hW@ zUG?4*+x|+A{^HC_U4QCT(tAIV6c}9um>leCH>)x=CF=81ZepU_C1GRAf(QJ_t z(px299}r)Izz%qNC_E{p$gW?xDx~)KRY&Dz-&aI`=j9SR-#JsOC7VC-Wtv(FqFp-Q zZEOtz?bgcw7Dn-vS{)y}5KKMAo~Nia>ClGG-!T{i3)P}T{U)%cPHt!cNbZ%B6y0_S zmU0}Ef%;e8A6t>$N6_keOzwvv8FYmre$~cYmLB5d%3|)(QA|i{6SpAbYUM4R3xloP z9>)gu=_{F-R{yy|Z$7@i3mJOVEeRWNi>^PCRE1M8J1>6?R>x9U`k8oGPjWm<#JvMQ z{ z*FEtK&v(yY{3Hgd`d;%ElernuJ2-%Jm5;QjFI-atUH&?puX9*KY(&Cf+t22GODN^u zo6W%=N3omCSr9{y{al#F7Q=Di17mXn_OJfX+p)n-0uC~85Ia~}Cg(=jjYUG#y?;Sz za7J=-vh8$DRk(Ar-Z8zvQZrX+53f#0?Phm&Z!j{1al<#;l7*sVGmY`4(vc>K*3ql1 zeZI=Ib)av9*$dFMRjrus7S@|5>Yl+E-1RK^BUdH3F8eoCP+-^GlA1F+fJJ>F?vu`z zL(S72+kc5dUTmWA;})gYaewPI+F5M35y{T+@!n$IaIf-6_u7MF9PaIj#rC@AYmiKJ- zC%jklB|cEi^^&LmtrWpi{70Pw`Sj{dTvAd7zp4VO-2a?$7Sme5+W8A1u%L)ld>Tv; z_u-@?HEtzJC6bGF#-yjvEFEj}`6H5ls zfFH`EH>j=(fzxsE{BbaNTgi=tjamSqJ;HAA?ywY)l+&6>N)t>Y znq&zAwhX1=xoL^}-LMzUJL=>;uhKeo0|Kt=vMUqu`)jikn!zQ+%cB}`M(Du}q={Kn z85n8wp?>P0bPRT;O&PI^E8tT6e$D_OWHtjX8=EQeR061$-gTZ#SNWKGsaL2ET>@o!&~z7e;n#k~8ud~)x^cwP z(nYMjcteZ3>qs|mFe90|OD4OQ2MZmcUjk0SLaod$(G%*R zip*zfxe4X*r&y2zkqw+_E^Ns4#;DB%N3_{3?#A~3EkMBR^MjNu8jsS^@3yQBp}90r zOj+=hJYwy8VuZq=`t^|H*NyzlFWEZAW%#@+EVPJ#xk-^HSIeZV&m9s*z%y=YL zq*>6RM>>R47LMSKD$-184|M;K$GFd!@_7On24MR7fonRxRvTQqw_l?t6^pskXi}`_nzb z7FUPQ*B(tdapPSk5kI2$S@tBT6Ave+HlmjIH1gA4(Xq0#F-T}m2=IC1HFq>ZU))I} z~{Al^Ym#8c?$ z0<>oQNo=EJ6-2x!In+EhkA@CyNW9~n+mTfR4${OP?nE(FsME!`!S>>Yat@Gm^0@y# zfEnWtq605rQ$BtBv0?dBP(}lncxC^t{!LFn>vXc3;D|Br+2mWkVqc`h?j%B!fxULE zUv$9+p!&J_Fn{E#boh6ic<=KGnUPv&}8^v_3c|D2B@A_ zy)eoOuii=-UV*Q3%Y#&y{WfS+b&!CYA0!j*oR!DL{kTAVeVzJ&2mwCMv$()YwpN$^ zV$3DOqh^0qj{&ZjyE;{Oc zI9LOrAjU}>)9ib1S!z-{nzA|+o#@K5{ul}XWg+7M&8!}`uM%Bj)hfGZ-g7_Y(ldY$rJW;eULBv4p)x${2Z3+@>W)Xxo=44s!*YI(HY+`W=kH=s z{Uj27sNjiZlSBG7e)%ss$0WOq5*T0>WPasYW=g!4`2G3p=HMVLW2wMrs5L}Hyu(!2r-utum?pr z)X(oXgQd=z!)C3Luyb{WKE7y1a`@Iz^!r05C9ut$LeSiqXFZJD4yo0GP=l}r#H?jI zLGIZ)QCzJ(q0?_3^j5;IBh8XPZc2}f)IbVfFteQb>k9+uBi)f7t7L!}I5iHM#k8f! zsWh*my-XPAKxQH3x z9w++cutq--gj$>*W{q)tQ9$T?Y8$w;PdZ&2fyznAzo%u>uB9bCLH9m{jfFZ00Prqz2J#5?5l8^B2C}x0V}FLr0p*74j|4;xa&i6TaZ*c;$$Z@+ z@thIP%npUqbpEg-YXW#pllRN5KHeC2x;5S$cj6G%i9og>Az?7pfof-Ke}D0_ByhVo z>g$Sk*nIi-wY7st707WpFL#%=89+uOB6p-Sqrko^_$zNDme09XvI-gXAnI|{&c6E0 z%Rl2?I@>9ELHo30zO_;}sw&~5KUMWahPWX4bF%Xc&-QgcR$y#!4ZNQarK9hg%B)LQnA!42QL_s7^jz%-&S^|^T`!)OE& zzi^;j)XNmkz)Zp*ynr_MW8}9Y~o_#qCuhIe61B`}t?4V^jzT&Wbr?z1^a5ZUSfu?t=4R0~NOYXl#V0d3=^kP>~<9 zE4}xRPI$IDggdb~jK}~3kB?~1`rMxr9H9zwUA;4xArUv(IXAGkr<}LQYxHmKo#-A_3{(Y@v8&x5D@4IPN+rnOw-rq)v(<)69P*xGH6wx* z_=&Rf06{Q86#4Xf5BOEc-?I7k9GKUjYQg5M85tIqz8{^F3yGFRs@Cx?Y*1AVKd%&# zzRw+7x~ROn}9e3fc#+i(mspMaGJiO!Y=( zn!|U$>~J-bVgb-UatiwaLzlP8iQVj^PyE~Uuu?rohgb7%DAlV0DG`AOlahL zB*PBa{Gfl4_IWzM_T4^2ZM?J)!h->8mHhL7-&~`_2Gd7^!k# zVWb`T4k22}Bf~3l*JK7$5!F5;SQ^*%QBO0E1QvrluhsUio&ZtB3K<75Rh58;dNae) zbm~y&`32ZO$~D6O@dEtisE*py3dEZi*JOx`G=gEZIOrEnx?8`_EFj|tltYq&9a4`J zHAF5@9q5fxX@} zGy%!2R*lMzj)>ECU5DuhSjU?}qUd_fs*c)V+ZTM={%S+#4|+(mC>pmtu$^S1sh(y| zz6l}t-Ru7F%12~vsBT(YM~D$yr^8_e5gPhz^~6QsJX{U;LXg?ox4PdxKi6nZm1O0% z!>d#Jz!h;%swH;XVqc^|RCahq0_e!c8WD!QZ?se-N+vxr zZQ}bxCjm1H74FVxp1(Hu)gXMqB)+~ez*NolN{kAPea$r~bE><24;2v|Q9VjzvZ%&X z-@{a1I^dXQ_?_*%#9Eg<{E94&FTXA_HrzX(vI>Fh zIZAmhBH*PXx;Pr3NNmXUU5KyA2=+}8DVI(&&?9pEW1$^dte2n_zy z4{yIPjQtYW#goV?>e?d*1erm%w$$|(ZMT!9@GWAV;=A|2XFBmg#%F5aFT7LE(4~AW zvZ~u|iS7H-6Nsje$;-;fQ(qVB3M1>rT|_e{ zOfbdAleN6x65H|rRW7vAfyIs3D#{>SA!hY>6@O!Jhd{B%BR=>YWvCeMU?F*4zJv|C zfX|E~NFf>j%E3o1Hp@wNE~$Ec#p~k@CDpXr;a3-lc?E06xo7@&-PfeSAuAoXv+$+3 z(IHJk49g?kdOaHWmLuC*PiHL^C7Q(e9Q6Q+B@5%U+1bu$_DsYtYpym@tZcnn z@v1qR+iuP&VUZ!wP6I|3a0CEUJ6;SjT7E_JXr-WyOsWZD(nFCRt?3}vqUu@!{|(g( zEY1RErB|6?9J;g3dh9k3m)9gUO-YKvm*61hf#71!Ayf_$v8+SkC7o-{VO4P0J&bC6 zR&Z%Tos04LMw-?OAM>GupL7n7?dcFDKnaan@Dj%mu=`V+O`zZ`rme7<%~jgAv~wVV ziG_h}-6Vwas+sTj^X^bg@RC9#cO}&+b51NYNW%7rR|tRl$9B28INYaCvj=Fxnq?6X z(lQv;+DNj88p9e3Ah1e+Gvin+fDpTMCS+j_;^@Mub23iR3BxwO)6@Y-PW;4RlMp=z?G-{^8F$c`E9KjwHLxX~ z%Q%H6>kYHybrHZy5X4xQb>u82P{}kj=l6}jSg+h_Qe1ad@b@8#BV)}tM-;*6W!l;) zmwL}`!rfXr_^8&%Le4)2F8ypt<{4AyqO^5O(&-yPdvKn8$LpI@ha|sDroVt(qp*)^ zbGeS*CDz%4CCnr(pWuqbDW#`pS~2@s$WDZ&#Th=`_QV3gGnglz9YStAMj%a|pfoYs zM&`|+v{gM>y#@m5M(;K2Vos)%x!C@PQ+sgSTe4-IMJF-2>C`V)YuDV&Qd-Vu@#8B9 z7*BIydp5+K)G`h{MSOI^GuJ^D)oJ!jfj);r5ERl@nI`eKTg%tIV=u`3#3jRlzSq5AYJbtCNVFUq7!1`s(-20MXrNw{@%f zU!%W0tsx56$PJKY--oJ}@X@=_|HWwsU%NU}oV<)q-hCeGKlNN~J=t4s%lp*D$v{N&S0MTzr_5~r&NHU_LT(zF?uF1cLUpy;1lJXE&$+%U!k145IihH zngV0hQ)(V7EKf#H*>U(cAzFNEJth{?QY?j<`Ec_nNpEl(fEUL|$Cjdhhh(wAl(_PaCrbDPBo zH&Pz#{LE78+~fXEVs&P{X3uQQ6~NGw;Lt(*p*x-}K#vrk zK~9Tu{Yu`3j9NP^3rh-to6@Ql)I@Re%jt)vdF-BLrQz#Ljey3Z4!TKbXRqG;k$Z7^ zRF6t3PVMEAR{dhPgyX5VjjZ=3qRBYyY6XE$+2pmS_La0o10w1vuF9z&ftRdPrndl2 z7uo$_eAF*Lql#Y)q!h1to8~!-r<-2oz{moQR|=tT5dXN7_9+~d@jN+vP*ZnThTf+@ zOJ%L_CabffC1X150w6>iI%9#xW{E}&eUP`8*z_5P2D~4yz@H>uF2E2%KM}17luhfr zbB~nqkrkvC{&O%JiRw0o-%t{CEj|&pbv1X$j6LI2^-%I6iy`-Ce8RZH7oYi#r28#T zVC3~Qzc4F?mtyyFRZ)wR=5HgD$Ie*Png?{hX_(4SsO=f zWt*Q2lvQ)ko&<`u2@4w%v%fAz8m)aE5Tn6p#Ci)VxuP(ULzB4;nnOA1XWbr|DmS~k z6-f+-K#+IbEGVLKV8e2$y8}SPTFqfxbT}=D8zaHwy4has1nM6AaWEu#w*C=4A69r1Dr@7n}V-X)c zU1XZ{iO1=}n|ZhT=~<}bcd$N9J56TMZr;9a+IN?@2)5Fm35FtV%lma9I?iH>&6iuW zU4&e3ve-KsIAB^51Uj~2C`OxzEQ43m(k54I`dej@kO_6k@1<*OP=>y|a1f!^aw+z(wB+iNnk(ME&t`t!te=p{ z#+YQ%sS=2NGqXBzQ#>5EbdO^L8`9vKa_F2!I*w1J0!*R>aH2u5g`8vAmutd6hIeXk z)op2H1WF>roks{^`&5RuDWha^v_wmaM*wSa#TMH0Ec^byDx|^;qs%#@pqHTTCnXPd zQRW0sr$eGhc6~Tef^Kk5NHXAn;{}Bo?0p-Ey_Zq0 zh0HL1b;USpt*EgQBhf7@2oBYe2Ja1ag|7r1TiY#xxuw@92 z$YBX9Ieyzj%0@~7s;c0L@E7?!9FiU>iH0;emgf`@~{y!qbreR^Br~H6|5-~;(jQaa0LCvvHdzrkqmT|dj>9z(``kY%`^95Of;rOj|ATkP-fQ>T#( zb)ZgXXg#=VzCva2&%`AO{7WtV9tEyw2lmt9h4!Rp7zY|2|jR%bjV5 z!{3>K9veEiT_(f>@Fw!siq( z!jzN#aP7!l(sfUBvmUZTQ;ntSfew`_hlzWpo`nlzwy)W9u=ouG)bzU6r>2hIdSA!1 zu1MTvJx^60xSwJJ@0OCmW>Xf=(zWPnR% zlW5_JK$G(%Uh-`vJ4fH-C3KQXm}i-0sePcM-LF$q|5kw+V35x~dUEBgGIWuE7bnAi zQCLg?KKRGve6)=-$!vOpDfrvK8fz;X*oE`2hw?La{$!sc7Ur-7^#>YHbTB1S2|s@K zT18CkVNoKv*vMNhg$SPEpSAD1m+&pjZqGMCLNK>6+~;*KEj-D>m}X&#@n3=50}KLx zxdaD#Wip)@WbX@=-)170CEDxdWj;nv6^c@|*P~Bqgqk*?$8c@hP&8)4g6$N5ZFBj_ z&I%d1#E-pec(pBOrm&s##+^g+Vr*ItA2D!mi;Tizg@hR*@DgayF8q+zZ#RFY_cDJ; zKQO7O+-uVU^zr&V-?5s6mzdfI+ay)iTsz~Qhn%h5R8)I5V|`4#Tgbs#tL62d&E^i& z`7ghotQKbk{$2muKprPFefh{TOIGybq{aLF zbUx)W3EN3>>69@?fL`tl8ku#1WdVw;Ddh|fUGH5uN{o?jR?l@qo=Uj@MI;i~vUNwG zr2s_~O=5lg4~Ea=d)<6M2iX4ns{VYPGD~Dasz$z6DQ;8I4xHRHB?Tu(&o@lb>5g~4 zytH|c^#>fo!Pk^40)ST7@$LaQhZZx-4{&BFXEj>n<5+=cytJcO<+F%?cI{VHl|(@_ zN?GmW&$>-YQ~84<^=XKJ7Wv`)ZDaC&GB6fVD7W&{EN9@B7@`RxdE3VVh775ws6EU| zuBzv1Amy*yv9gNL@pSPT?*oO)SmDzRw>%! z9(cBgl30kKUf(VgWMnO)bcG{Xl*P^dc62VOCNIwsDj$gWOGiy zeB#dzL{($RLfnWaMSE;H);1b%T070PwV0x#;FcexD`y6!o9jT zgx7L8_Ivy*AIGln$Zw#oxE42;-^PFJFO7N}+1w9!1&#qOFJ-Sj2N!q9#TCjg-)lk_ zzb}8~KTSjydk`c2gB$+@&!4cyY!fSpnGu&rah%0!&k>-)9qL7A5vMpoN0Ny;HJD(L&>sGm zM8T9k0cYf9cE6mSF%H`;K!ZqCuWUxYza@&3vF`aF`%%Sc+eB9U!s|a^d6Kx+remQP zeh-f=LQJNnnXm}inuq|RjQz#eTy0Uw!0ZPceLo;FtvccEjl>n4rKS+ssguW#Z-8a} zsG7A80@pL6M#mmL?z(lx{J@t%OzriXnXGs2ot&N1!ucojf!JKLB37>+oAte)O==Lv zj};;|osoLP1cL;W;6e|hTS)wO?9{r4m58yKxZko&Te5&TMScJ`2~Q}b@X$Q`!Ab#f zCRF#qPW&0qSDjJuUt-yD5r>;dG_6uZvdu4{;;zelXE_rPom{cpX(jzCBqYWy_ci_m zQq==9{`E*};DRVO*C}lNK2Gts>{og`6>sq&`^wr5%wOFV$RJ*d05 zz>I6C+Ka8#&5-s}fC5oMJf^h8g!0z#E5I{#E&EKh(W-K-XMuFcwJ8|zh_Ev?!86su z4}}2sva?*PSNlthI5L!;MQ{B?K-_G84wI_!_ADP)5FYq)SX%4g){+jk3Fk`8jk*!R zhh-?Fsr;`>ouK%nv1PZaP;?~bG`{aD5Z+slTN^?DIV^I0)t~!sgW*_1WlndeX<0S& zb_r<&I5wpch01PC5%@8vJ#PQfMv7TACeGFRuSWPTVqEPlmkAL$ zP{U~;y|6&~e!e=JYLFvsJLfwVEE?0zf%ix6z~|B1_pu>CmPAE9U8WoP0xU|MwKIDv zB(=10t04_TO&D!dm4}<6OJLws0MoewGZNg40FyZhTYL^Ztm|<~4-IwZ0vN7|Y@>$4 z44|uuC9HTP^cX1`8W9e8b;*$XXd5aJ7rr{_a+GRpgq@@0CXl_P=H& zwOK=Z2Qlu@%((fEi0zc(!QHW@QJz3zhvaY*6ihHbgc1;Zb@0&)M&Q8{n&==BPA>If zhSQ*+=a@R;&w&R_t<>rGU1j_oj-B~7)xg~I(%#%DB;MyXp;VXaXa4bbMu*<7(OH11 zsm_%r(YD=8VIxQ)#FoX1uEPtQRrTAF>KMKwKYWc9oYowxgy%rDqi5I^qHO885t-a88P7WOsaKZ{Fc3ypfU7T%Ua?$bPf(4%$Z9stEip+<;R}p!cI-1tXLKr;D?);8FxsUONcXDaZ5)=@R>uI zQk12yF-XEmDx??Kz}G{lxXWm~MJu4T!n%2bd#w#O{@#!-+1p`x#x?AD}O z)Ngf*A-^TertWgba1X%)M!#Pu1C9Wu%%s}GnJ;)Lafw&>fs^UQXS!eD1u1Ev*WKSRGy>-)tjgp@-bHq4Q4 zX*m=&>rF+8KM53f-j|PblY&uRGok-3SFvZ_U-OD_gzh{i#anj}XT9}wV^qoW)RbN)b{~_f-l5fX229P`ruTO^;)dG%IwqPon$8EuXZlJLr#o!URK4%s z@&i(OZN+;qwNSthP@SE#6nbt#L9q4^Lc`*NhCR zMI`;poC!p#n0xm&prc#)sCA)LaSGwYw5Kj9-H?PZd%Q*|Ro!{EDb~}^N%v#R@M>%5 zRq*my=&di=X97EimE8sdw&Uk@r@$giUlD%DN#b5?vmkIC>vxs3o5W&G|A4QiLA>Yi z99Z!H*PrxsaG!-*Ab_Pm4TR}FlhEAE{#d)^eSM1kpB{_X zsSQTiuli&oF-?PAC?QUIm~*@gk>(*ZaxDy@B&;L?v8e9R3{WwKkR!2pSuLA_me{Pf zz@2|Ozm?5Aabnt^0;T6&b${PM2_F>!13MqwLet`e%7s=9N>KfcwH|`^C@UyA0eaF+ zTImylQDtXK-YBy41!JqXD8uWM<%GcvU0bYuw=jbaPh8c)G}gNx%Zdeh2T z_i|%wf3no_1J5T^8iVv%Y=r>*!afR`s0mDrOV@p@&f+F z8tsMZIk23ndxoa2wk6+U8)B86Y}mOY0V)rr!x^lkvM32Av=@!m0Sj=obw*AJT&EU> z1WPE}*2jf7R5=aS^e8tDeCU&vWO`-+oaU(4cJjDL^-DY}qkpdA z5>-)8DXBz%cOHtc?-Ei2XYg8Q0{J}tAW7xS188VUcR^??KW^y{yi1WAinSe(r|zhn z2{mAdBue3%CAmtK?vL(7uf1sv0%m8A??bbl+6-LNl$*xCxg8x5RHu=gV5l0h;n13w z*uxMS9yX3H-msfAJKU^Xvu3PqfC+|@MCY{l-8fNs^k!`ysnstVD?Vq}n{ZRed+;77 zr7s@L*)}d?#)Z9C!*?1SD$Tb4h`G_DegoE16I8gfz2Jr!J#ASN7~2&y7N}0P^~Izx zaS2@@Bf^BSK-M@uD5RVP?ww-ta%9hjQP^a*U6qTi3`Y zNW;o8nfS9m(37dkd?baiuRM}~gswpu)S9uk3$_Igz2?gu6=1sF{FNd9@5efYq46+6;6l_s?zEB`TGD8rbcI_P0uFZxCB&T5+Mv6SJ8qmZJheDhr zOzMw>FIFU(v4~I!nJk;MI0i{(lXzg623V_&{=A*11}=LSbp3$;33T3*>`78zZ~^UX+&6;5$1$<@ctWl=UYlS z;rsqjft){33whB)>UlF@PVsRGq@Lm7Zx$+R^vC?ik&CxlF! z$o&<@-mNj-El6~n`=Gx&=gc|09key+xuq*=JEh7WV3YvA(-`NHO{Yk&7yf8emHVNv zZ*J&hgkO{r{jL5(WrpQdf4@oD06ZCqX)w)y9+uG6PUmK}#MrsGjTl{;NAlUj@8_uI zhljHq&VaUyI=-yfUx>c=>w01f=CDx$YBO?U9&GYGY9A(S=*TwtGuK`pn>58gR;SjY z9`p6e%S-w?d|xQHizY!hVjD(VTJzAO(L~9D)aaV4MNy;;-=*iF54ziH+6b}4>2rRs zUN~+Vn1tS2Hw_v7yZ)$UJGZ*&M8TsZl}S%kPBC4y*{)5=L=n14-GSlL_0q>ZZ0Ho{ z4y})(B1n?Z6PimgzlJ@XAF1FuDN@A%;TRi{Z`ZVfixs|oe}6X*E`|_f-E21I`#{Rw z2}TMmu-Y^ucV%QALAKB|#tPE$543)*K-W5RMe!L^yTrC8jst|G2oO)MDY-Md>PT>- zTt~yJWMQfM|0JJK`WCwaEx~^w1Bz0puys&?QkkD;TN0R2hJcDqH4$L}4LSq7t(a{x z@%naeD~O@{L~x`Ps}|B1b>ePBz)`Pv&&j$)r_#z>rTrlB^=?I7i4+;jPdICzp==5!xe{E@BbzVYt=wfCQ^{dVR?tW z+73X7l|RF0O!58mtjji)ye)>pQ#ixROnU9}lgqM&;|~HC84D5c8xTv`y`-fgc^QNq zCxdh0fGi+{((2i#>Pr@gueDaXYkl@Gwa^<8_ziMKCwR&I=TP1wMo=JT(H`jJSB>~+ zYzI5T3bUQJFJ3`6J2hP5O=WMg3gI zAAKpMxfr4;!n}IC(TP2^;jZ&R%Zk95W3x_8Z$I-;9H9}v22~ooyzs+4HQBtdO7soL z5S@B9%%l=I%%0%NmjwO$U_gR|L^$;W2sc4uV4*x`8rv8c_-pz~;*$!YLwv*Pe7@OW zF2LOMjg7cn07y?z&!yBk%Ly;Xa!Yx6h}l1J$gg;mks_w0cGu?qb2Sul+oDRX+suCX`@f(4dBl z*L!?$AMUB__2v_cdbAu-nsodn2xkVNbNQtv-&+GgsKJrVj85u#;YE zM?_u6BL^{b!2o-1bK<68SzM=qi!q-G7hAZZI$b2d4(Kx0A3HzK7$lskf%b8*97lcd3?(?>jEhgK@u* zZwaTiZ3%37xy1jx?g6FR4b5CX`NCFAC4S$EjQ^5+U&Z;PTVG1BGI;Q{>yhmt*UFh~L7rM~}Mmpvq0VZEs;Z9Xv2k)U!{@eg#Lv3{;5!3QY&8$Q5;Tw&cX z$ZW=%3v=4eb-l=VDN9nh=$1@wQoOCPhe#riA?X;)#34O*{pv3KL(NhWZ)|$vR^26} zvk8VTPNF}jI$2$Mo>%P>PM6`9+bq8kPLA;HabODeJ#cp9c~Y1)5M-q z6ME;I~NLn$wqV>YY`3F+~&IZs13BHn7%pdv%-5Jp^h*sWrZ9>K^HNp{G-aJDPnw#M`r?S#3h({mgCG^Q!gltD z#)PNgRLU*vE6T$&a^yy$(~oy~7e=4=N#~a_X^-Iv?%JoLVc>Idx+ zd)#cllgrh>WX&Zd6Vqg+%|G6)p_!MJkjeBWUr(rJ?kZ1wP@~K4ZS8M1g?|le!Qkl5 zG%k7AD1Xz$h=K2%x#otl7X>&1=80n<4N_Q8H+LmrY@U&vuQ&l(#E5HPT5IS~L5zs1 zizl?a#4VKx{Y{TWOva7z3X`HNkBIZ+Sw9M5`6H0gc90kaQO!_bAjBHB3<+3O0lI^K z5XDG#9f?%6grT+jN_E*m<$?8pyuQSA(xb-uMKBKmJ3#(zq^sSw`drUDY`rnpe#cMz#dHmnm4?-1-Te$#|Xg5`ZNz zQYu%yzh;vIGMQM%qjh*ODk=M2=r*gW-eZU8b4IrE3ny)6GfwSHrzNSU-D2Zgc?`G9 zL7{f~(4Z63(^lEC%I$+N{k*?6~)-A?bE2hs~sWuu%F0bYZ# zb@I;&X?6^)hq)SuC^F*L&ZLC#fSPHxsw;vN`#jgu(ZQ{URbAMid6cX~Iy<{o0^dIoQgoK&!QIw^o?dRTGfr*sbI=-=bKfHVzDE#vK2R_VVz%sbrj3O#KC;k1rxmS5*ieGo z zRnU7~7b)6y z%cd^o?LPlZ-7bG=bATAHjiZ)`40c8R;@i!FDfUxrS@U~oIpuKTnq#zBO1z^zBfD6K zGrWSL;x-q3!d*|N^)h*wrx!TXi$ghL7!v;1X5{G=TtDK~qoxlNItI&LOCUSZ&HFN) zKoOw>(KwC;FNh2YvP)a5I}dtb^&LLh_#sHFn1bMh&G>j#Y1AH&uyG1FAnYKd1|73Q z@ILqOlO3o6EyFOjq=jDz&&vZp{+ngi0s1}&M_$CtyQU}zKSd-HWI>PK&8swt*4xgQC5&8%8gi;4x}4Z?Oh>eszb^&^|S6EH`) zwZbnWz2HKC#RVc55_>v1c2!_o2<1 z#{iLB>s3S`2@RfRuMHeJ6>9|!U@G8VkU@1RQVWkR;};2_6oY-KNmT$Lm}dJm_XUuZ zst03hdL0I{=vF9NHpX9vMcJruGA{6t{J^rx7To0T+bjgl|9H_L6$UWDq)nLq-fKPomI5>%}HVZiI(Q$s7hNopnFrEw{tyye*sSd9uV zv3JBms)16HuT}Y96p4Xb)qLK5r>4cRJHLM1D?nfsW-n#q^fOF}wC$ z>CjmgI&T3oyj9ap>GH*RA1dKJ5}nnVC0UhIpd&OM#m9`Axlu7csxRzBAbuRk;i6Ba zm3wmR(_jOTgbbuW^gT7>O5`#ZEI(s5b?1XUT1BlOj8ZPoMVY78C9w+A9Z_UUf= zy)rIZ+Q0%3jC^QbO1QU<0eAkHIWxF_v2Yw)A*|gBRXZPB964zkxQWvEs`?xah$PBE zG{V7^RQ#c0_6I!Yukj-e^YlBt!#8-RKxEgQN`)a3N*lWc?iy$#=%biePMRnYpgdS3 z{*#)}n%Fi)E)RtaLPDJ1hux7+j%L2)Lf=R*b^mIlWf`U7KN}UsyoRynsnKDfO@q?w z)NpRf<$VRRk&g84^B15(U-QhrIq)yQiCEZ$E&&U8mgwwSBZnP22>)s2Q$s3Kxj#=D z8naVyC_C(H%~&-8_M&+rT~oMe&3d8(v`TkqP`OW?P zwIO1XS}Q9CKYX~7jRLQ2EknJw2PiqH$o_`%uK1s0%p#;8)xxXIS5PJYp1nj`@fI~0I6A)m@V4z>@cUm`nIE)~rk*k# zdqA{d)O-K$5GmAo1}#V&OS_W_A#-svHqgEy^V^M+AFp*(sZOFQ}p;`ra+&};dfxsg2ISEb-mYsrH-+-ztSB1*Bf#d65g zHsH=)6%n$ue}{N*6Ug?dV-%X!zhd)`olZUFlXn5AYyPB~rju<si4yoQvElLibT8&c18hre)YOuY zt!Wbfil4fY!m}cX{sha$-s2i_$%&wDFV*%)ATE$w0r}g@e;tqAEzf4s54%1nTPM-_ z6}Bbv3D?Zj%;kgek#$Ek1W%FWoMZ%On>Fc=59VCCHtFbntB3$I`)ZN;8$m$N@g=Ks{AC5J9E!EwJjDA#8nd(&r5KU^w!l){Z%~J#%5oW zu@Ovf+i>Q=;P0dD~cW>q)*J(R|Y3mIo~u?xJQCfVr>=(%bo>;)Z^FB@4te&jUehxGVFov#dYb047g=o(1Zv%&&*?u71gw4L?+-#aq%W zify$i{o28nTM%X#&%i%#RCdc!Xs#n9xI^khjNPo|5XmbCJfm^O>OSqai0wd38NDrW zPDBK6;XKX24mA0^BLYSD2l5M}g+E3uUeD9UZY<(mb@>Vxr<&f4#NjWP0&=DRGjd?Q5+c3D}q2tQd0C`Kp`YQxF* z5A77Bn~+h~@WxY*+Cy6`q848lK|_P>^BMf#z!@5je@sU9>Vsr|h=K3E0e4|C84&bp z8_)eV_~lxbMN1F4bks71?svgl&yXlmTslckG7&NLp5~SBLjWhN7g}OXfEyBEu6IF+ z>OM5)+cg22|9iWC3D{BQI?!bk3J?v#SVNR3e%AGiXBT!P_|XTs1b7_?mo4}x>EWe1 zw1VbrIuvq6lS(pA6aj}KuE+zAY1V|u;>M`b>7n!6`Rl7-#jLI#ZMw&ZLNWp^zvbNp zMEwrg^=APN?@=gjaqatu2%vOUk{%9>BkA;X|2^k&tBtdR_-sQbVp@mJkl|GOqdK(3 z^Q@TZ!T;Ii^1eWhiJq{_I23C>2noD!Vd39*N;R(p?9EuXEOhRX`|O@>1|*GCjpoIb z;Ft90F1&DynMORboDEBw&bD<5 z@9-v8HFY}pqKAoiAN9PX{KQ5{PM51WKTY!Lehg6S5UIgwt?-vJ;z2ofZ75R7DDU7m zaJO6~;DUBqs_s5HtD@h>PocUs?|hy=P7sEBba%;6)h4{uj6?!eS>Bng4XC;tr&QiO zqGW1p-TWNg(IQjnnxQ^i8E-cJ7z*UX!uUz^i7uz6}6= zPp4{_HHi@Y=?zJBZABn;Te#Vv9l4>ius16DvP@}6bCRreZ2UDxiUl(Vw8&0Nj|YUd z$zQy>slwpLhogVToH0y&IK+rLyte*n4yo#F6%dUHgx`-sZHQY@^;^Jv(#~$ z&wBBkn9%jdJ6?|8EdwT5J}9f^+re|D=$#SSye*$G+XJW`j7;I4+g1se$!4m&ku*y` z@(u%&jHIn1rn$FgHYn5!ZkoIjH))ekd$zKsf(LX4Ag+1kCZFbx z?u0fe?rKTe&%dUIk2^IsAf79MNuWRevDFNMDe0low5w>J&h5{DAvi4y${;Ro2Y(Rg zp6`~RvdQ52=I#ukN;*kF2{S7UJZ%=vj!D#Tu+ZU8U)K4Fn%4aTw<@L6wDmMk7|-i; zLLd7fx#^?hq;FtRjQ8?1-Z70L{NsNQF~!%@HB+I0wS}CYnayApjfL}_6vWixyE&@; z@mAn2HV=>@Wk(qLbQe+K_oQc{42YVk(GH4Gas!2&faB20fl&;g6bYWm9HL0^){l8I zaJ_!!fmnrPl<|Bxlrpp2e3SGdM6fzow?25OT4W*As|Lz-aL+%%VO+{P++2IEe^b~C z0HoQt2ttIorzk5N3^_AbR)5_mZwr_;k<9?dS3uTOse_2e+4XJ@Etvyf5itGp5|$PB zI$3g9r4%T)!a1p(-9JTWZxmX6+fPU(AGvIO={!;MQBf*m$JnEzx4Z_#52WldRz=F{ zfu7@+X|=CL!rh>iU$JdyX7<}qb`I~ zBE?bO1sVD1fLfddvD6xIIQcy#F)8~WNf@>aW;ELQmedrVY<5iqr&GGU;QGP?pI_oi zO(j-%UJ7W1{V$dv`ye?hNM!zs;l`w#KZjQ=(_f4W74ZVV*a9M`6s@vz#7kUh?ohxS z3Bo`cIbdE>;v%&xwdX+4kWg8*bwn6s%T{?3Y6pdVXJJ%=H$C)WD>s1uit{bz-?z>h z4k*_J^Nq7Qw@Z``?NgEk_+e@Vfm7BxFaHjNyy<{_k*Vh>q^~g%4HwCzz)Aw)&-KV< zr7|pIfOk`dm0mpB`;a}8DrmX60&am`E@{mF-P$d(5{!k3Ge3#uaMHW=r{TN~s!!H; zt)6}o7DDZUql8CEO8hqZsLFSRV0>FkG8=Cg{)Id;AzSo)waIjCEi1Q<2e7^A%KMJY z#v{dNuER=PcA6g_V-3~mszHYv*4V&f*1FuYejcDRQlltyd$I0?PXqg9b~@2ASIsK@ zUuQ8L^J*sR2#|xBxR8Np_ZWikl8}%4Q&Htsx_)tesd$PE|LOd7-ZAsInt)eW2~W~c z9c3qpive4|$5K?v2+N7<#HbyvOg`fec_9O~0x7)T0!67juKg;h-)N%3F8cla&LJMT zqPs_El-I;{MArj3<(s43X-;vWcdYB-#pLY;Tw`?>_8dnc=w5|jj4@?5>6NT#wAHdn zKx!j|9P^KYC3N(^W1Som)|>Js>TAlL+U$LY3$yD}2hf{p6a* zi7-Wkgn3x@Clsvg2KihDV>t_@NxX+u9N7DR;`YKv`vdlD?n7hgW{G_Ql1d#%6c*27 z=Rb5qmb}WAh#8L&ZIy0Wwwl?Crs-z;y~phz7`?W+7UY@Md=$)1IW$G3Di$hN*d@%_ zrAu!%o3;h0C2qv|_UNR)cNEpDsrY`S`AJ^Q%|BZd)fU^#uy@GITbrJH&>q{(!;>LF8D&uXcH1Q~*S+&B0 zWpaGx{@UtZZpe|j+8ztfMk;SR=s(W$BqC^Rn4aE?kmy>a`j%CyC13)OJD%V#%>niX zY>Y6(AA%R!sL|Xp3}r))6`<3@moz13PTSzQ`J3OKv4nuuzi_+o~rI7QfMD zkZ>OO(?bXhjDWm2H1^GRhe(3OK;v%Yjru2PJ^CA2d>sL^QkiYlIOb*XK?TG@CL2Oc ze;|13s*zK6z_ZjU1VaLT6#ozLUoj+Zg(xyWN)r?zQMi7l5%rkGy$t~Zv4f(Fhi{da z{|UqwLgfFx0rI}Lgj?-rK_%H$aSJ~o#h~km6=Lz8im!b!3UavzYOUHi_&>isg{Dg{ zPI!8#i)M~9U9LFc_~FJo@aB)&wm6JC@cn=-zj_(m){1lCeC5z|*DX9%;?NPxsX-F^DGXTDs z|C#AP&S>9C$N#^rc6!}o-*UZKN?R0a?)5aOB)N)(UDFt%rvU63EdCSF7bw6&Dr z;k{V6xFk8!q6RgoQ<)_3e9;L>xN&IU6@~et84Uy{o%^SW?h#0PpLu3E`#$FCKAGtX zqbh!4^?Tv@67akKSQrg1f1#LQpFPpYo;v~dUn}z;)R!(JktvwEna+>m17i=(<=N{U zmEA>W3jEl`m!cZf}(91au8JWkH; znOtBc;ONl+;chy_4xo9r@f(WP)LTB~tk*Bf;U+HG{#y4u`X^8-#CvtEI{@mzFr7`X zFZQBCHT@|cX`}UNeuu+p* zdMm(2`nb;ZHeOIm6|L>Yt-nIT`{sp3S zk7OtS$_!mjy;D&4>g2e7{&iDjBy{CFsGaAWDEF%gYo)2QYVOc&snLuIcnh&rqdk5G znh9OTSeIDEG{(0{azl#4ml0`G&0LYs-1e+CFC9=sq`NioYE~Hft^gOYH~U z%4LZU-UXC6)>zswDUbw*S~ewp+;+G*jPb_lR zx1`QXK?pyI3#hp;S{CkY2HDsmA4rNa;wU~>YSOlt>|UG~vE*EzVNmIuW3V#C5yrAH zs{-iTm6^bY=Le?xG&fjy+n)XqxAGmc49On|Q{rzPx!!Im`CP?Pe*f)0TA)BBT$c{O zi(y4wngx^uPOfEWItFBh44jHeCYgcFO)8NfVSBlKQ$3D?SVFq`x$N&&6racbwsy`j zfXDMP2axM%@qo%O!MAtL`|pOj7Zw~#uH0cp$*$ua@3z3=sw%Rwcy+N%5zBf*mVB3c zNCw*zSAO}XkS&mXXv7i690BZMMQ$KGtwF+6hA(K73q1HwLZSu+7m4r;JU|M!56Y_J zye+&;Wqqlri>b`^IkS^u8KX_%VJHJB4!V9h`a;+CFK!+wHY>v~8#|LURIcR)Ad8KV zCA!$xudH_86}_mR)stg3Z)mo*tfl zZJNcMZ4T|?xYKtgg!p{>gjO(zjHcIrUWx(H#=m}Zf-u!hB__Ry?}Tcr%uCe8O*}u` zvaX~*;FEEqvL<=?*MkhTR_oUAUl9VCen%bych}M-MvZ#Lew`g@@xwuJ5!`99?eCZ0 z#T2jq41W{0#@S&16~o=%r$5-vVjDse&_VdYKA)fm_29F}!Z_{1j$wcp-eNWw$v1o+VwnWhtvH|-&0&SIOm5fMm?jqtEtJng4ZGMd)8;?Xb~D^klY@O2#Oz6rnN8@*Xu=D$^f z7$h(S#E~DQU%V)v@PDT~W$%?b=Y{6w1?+_~<(;#g7^{Z;%Baj!xJ#-NiFC#}<_o-K z=2_12MSW@Q)SJn~55{X1TtGzu_`g}Wj5@$qvPxi zAJezZ9~x3E;wKKst2iF+o*K^o66;m$Y9hM1j_go4Bo*$Pni~u@`*g3pw6s|!;!7?N zD8KQe5f#kg+aP%dD-3_g?MZ_pch0`r{Tl)PKh7if$wJOU<2t)=2{Ph9P4J=Wt&eri zT6>?$x1U_(2t)aiECfeFL2YVwjT8XZJnpdf%^&pe$&b(c4>5F0kU)Zsd=c_NS17D! zS;bR8AX{Vtv6X8fRlE@~IJ1!roBO|+Xb{N9q&wZA`U{(81w~&D1xK%5bBV13#Ogd$ z2*il~i;&ld>yl(jegd*R9mdH-&Lm=kmcjNww=2FmSBAfK8)OSU#BV*ghdf93^!O!H z-vjw`5-$fxfJKJcRgGz(l$7FEdv{-wtSuH6FjFUHc#1y??uLRwsTCg@2ySQl+@<48 z2?jU~z7m}Ky|mJ+Dr^BDj>l5Q0N=JgJ z$fsTHWjbzGV_CFc?J zX&hoX0lN>B;1xMXl28#9gP%Swa7Fo%~*uJJn~yX z$&wng>7R_#p1!$Ns>RX=7UBW{a)mKf-wb>t6R{Ffz!-1kM3P0jFVvg`v~A%_n;2eE zSB4#^gk@tLpDVqH;KkJ-e3%QP8?mlmt(AJRIF_MOAyRn^K6VGHOHcT9V3EoK{>`{+ zxf$(x8I*8N7sl)VA&aAT%P{vRk0C530^i9H{zWt2q&E%0V3yz#kklT*HeGWdO6xJ6;85ZjYi~ zQ*QqpEbJkm?pH?2Uonhr?_bDF(_Na%A3EW7#y&|Pko{|#c(nL8QRYDWC@r5qEuMD< z>n>@r^DW@uHBZ8jSIYD!0UNpT#NFxu)F!jGbJAIT`=0Fa#k}o>8C8R@`ZvWtH#ug17{jMhe9M=21E$Bo6UZsK_!@ zTZbN{T-mljpFAVjpi$^v1f5L?1hlw(xg<-=BnBtkFtdj`C8%SuyaNv!mt?FFe-j); zt204@5C@lbdQhkqMu7RVn~Aws5R^w*>~5!}1t)AFG7*FC_+|DOFc*jcV4_Z2+wpPGBs>)2};x%gRr~!Lcaw{?T^O&=?M%BGtuw z4#vfQkJ_Avm8SoD+;CPY3xg+TsvQy_H*KrWsaIYsH+uJ|VnznKQcvfn%}OCcDcdm) zF1V%;?>p;+!2R@?UqL%Qd^hT1Wuv5|wd(H)6kTT&YMCjw`rFzcPkT6Liwa10p}&KY zM_z`+0q!eh;fEgkS3iZObD0n_mn zEXqX##Nh9WB1J3&7S#=WubvE$*1y~#NIrvCDxe+$^b>QGl^=Eel|y)1nY5$(Sc_on>F z54HoJI0F`W^$KxGkfAZ_KYENEp?!HFLO!gV4A@(*-_a&ELpIyuxbnmBuAg5ab_gKQd zd-sUGnl#4Cz1u)c{d(<3t?{YbDmi@_*`Ej+>Ktw|XV{@>P@mPsomn|U6DmsJDj_IJ zmQCbyBDi$dx2u%9C)gh0H!Dc38v*l34}&iV7%3cIbXIgi=IZXmo^#=A|Ih$kYn=ZO zsi9Lv#?4Eyh7G21q@s}p%R(D2 z)k*A#C5hIn7cg4I8`6$WhsOZ$eQB1LCp48SZSVb-#qk^FOk4TI%9JBSq2fl_nf*lF zQ4WX$`n#syBy1NnU2>a5=Qz_V+?L!B&DBRt;@h~uLtm-c5gE@p-M0%NdGZ?`MYLps4FNiAI#Fafr9^$I3tE&Cf3W8U~a3Q(2{Sxp|cd^)Vr5 zkmNnf#-9_c)cFd?Bqqa z^mXu0Y15m8*yyB^Wm9h~Q*VJ3TxFLf3n4;3XSUd*k+6rhl<+Y#hR}*O(vS?AwtmiX z5n%dmVs{GRNN1G#YjTXN1P%e(vuMr)#Z%Fq9ad445W4UkpMTuR3&vsDQBS08)7irAyWC5D_$7Ht>S<*(o>-4ahZLOr@IN zxG2@p9)Y8wu~?zbCA_BIe~xKX;ErPw?q`8&Dv$h4%(65!PtS@K6!d>IUZwe#k~jeb ze(Y`%@DMpc=Q!UvuMyIdHWAKsHL6#ib2^G<+FftV&rqhUTx) zBavg@Y4ZI-UW$X9wykEDMTXhQ_({2cPSB(A%!_AnozBuc9#yL;kfD$4K^{LYuTM51 z58Rp2I+Eu2ooUbuoI6P>M!uLmn}W|h-3B1|6WJ+CqsMQ3QDrY;>i$kjvCL}}#*cf{ zlsIjP3wrW8M1dyXPCXkXkfH5U1t*UEKS;Pj)y-aCSdoOB1PgS0YlWi&fOZ2N10li0?SfVm$Z#Y65?(Xir%9YoU?n(-tQ6C(J6M|wAJQ3g zeR&}JEWh0>k=q4WPN zJzw$@olTjGksOA0l$cEuud~=(`O!Ge^>@#8wFMlHDv?P)W&}{snH)Y7af@|fubw#Z zLpJ_uvaB)x^pSVP_G{b0PBRrTMC`Ihx%*00H~fLnPU?aUEsA=}Y!}`lLK07)m<%VL z?ieZ$h3=@?C$=^2GM`>;S=lNRhek;~uo|ppWqKyi%az$zzVYN;W0r5yJJjMJl90?` z_ct$k1|I9KAKI2ytLo#M4AXe}Veh6*?zym___Vuw03#m%YPED}OPBA#!kG=S5Tm3! ze=tjC^9YpEQ~1vu^Ws^TsK&ZeyF70L9hZkNSGKJ~1HMZ^2wM_y$ZGgfqEw?Z?08 z@@#uJ#BA4=3Q&g`zXMu3QCtwB4?9-CN-L+^uCg)f5f9#O8yjLN;wMr2AJt**8mFZb zM^(h-c4qMXKQ^m;;Bp7q!i}{fT}+^p)LRIg`3sN5H%N@r*ra*aGbXqBAqLg-aGx?nOiw>atJ1&gbxxD9M*&v}>bNP*@{(@gDpq@=61Tpn8lW(0ZH@cFyltbRo>R z+LiBb&>2-Zz`l$p`z=f3T-dw+!(H^K;P4@wA{$aozXTi1y#5=MOE2s_;@gwY$b)eP zAeZ8UQC$-Q-z*E=Vki1kE+L=?5Aw?<;-&QeSg?U>mI^ok|AbVdn$Can^>{nylARkz zNq9FcXu-;31=9=^FFD4L;sOQzSkhC4+H&mU41E7p$-%+zzm;5fj06kmnuZ&FYibk@ z-D?gXFyNKpvfiO{at1{`2N@}Lb!&Nx`%i(%MghB0ca!WKuWvuydOKOhif-!=c4)Cz zNA(CtyH9GRJm|61C>jgeL8^ReNu@4z3S;nyE6`FgVN54k4X7SSLOtdrIZI!Vxg+_L2iS1MxB`j2Z?N3=@V;ki z5OlT#U|v@ht9hro@{U+*f;93WL$9@j-3f(*%#FV=rz^^r9l;p7df5X@8?YgG)bDR) ztq=v`>6Qd*?4g3IrmMsq+hV#d`{oL4@vy{2IBRhtu+bmQ!%S;k!f``u4O?y&p(bjU z;iQJxUYLIun;*+7dN6GShl?;`Gn(dd{rgsLVCWtVKykI(NfK_u;ompP`JorTBF!iA z7GOZz4`$-Wbyuz2vWy^rSjAFBS;7^?P>PFzQ?5ZuRmT%>{T6Yahfg>pOUmWluEplliAX8bWiMhq9r;bPaW zcw2SvtW&mwH!q^KZcW&RfB|u`xBmyJYWNI}7uJE?E0Qs{X-L%{oH*VFwWlmOrU>-c z?~_@D2K!6tJ->YnU=mG#r(AdH4a5=sO!>dqddKcMp!VB)$7pQZ#!h3~wi~OlowTuS z+cuj94R-7_PIheb^xWrvpK-=`o_FgDtTnDRuQ`7+mNWLkp&6z6n==E(oaB#&Yi#Et z*6n`Y55+r&-S++|HzCt7D9JJ}6#s#J_Ugx|b$q^{GvR0R9IlUC{B9O|unW$xKtl78 zwseCx#eOE6k{u{qa;ePz_v7$~#|H)Ekp_`4oTa+``tRtpBoCwhW>V-U$na)$Fo zpwNAY+|!CL{FLb8xeh?ub_~>BQ19~P6Lbw}7wR{%4SSlJn~FDeUC+r2`~bqeEXPtL zt;R@a1!sWdur%EuaqjHk+OHM2qK9?8aKh82Ry|(c;=^)58`)FUEt!v*mrw+?*NEHD zLZ22^CR@iu4tJ!W9Q7;2PTZY+FA}C^OAhsQnz(5krJwoz+%YzLrO82L-tf8Onci_z zhr=j~$36D91@L@t4G--dM6QgZOo{;=_X^d4D8)A4tY1+?fJL>uc}r+<^8OQKKW1{H z=C9fi;@Wq?m&o<$-vTS)d{=TxC{xk{Rf;*6thYRo!KA)@Uir;weAju0P1i(U!+2<@ zz4x7l9@}gztNyVZO&5Bu;Y?0Ba}Xd#t=@QFq+MoMZIz+_Gbxt8yZ?`)t6MR8j8@tJ zt8Re1Lv8}n3Wl8$gO(3ei2aEGC3Vt2f=#*Iuy1kj0o*&D*P z_W^_MNZ^<-jMfIc8A?1`E?Pg}H-W=SCd;!Wut9?h>gedVW*OIhBv7N^lU8Nab9Q(v zdL`l~0j&DkV(!7EZ2Z4e5E%K98XxdE8wzzes_}YU!#2M-AVo^>{tzEsxf3Mck9S_+ zKg%S{$ubUYkWT)5)+WJy7c)4zfb$8OS}>8M{_cE=VYE6%AMB3=gEKlTm8(RMCwxKN?d2P>aRCh?+RVU9^3dL)Fd2@PKk#~ zx}TmNF{YsW=e2d?^s&MRhsf`Mv7wK6o@j&*ZNxq0Na=yPO#2K|eOBA2pb^+Ej4)?W zq9x3ahA%#IFKD4S}qf%&2$mYU9h7)qb&Xd|Mk);CC115JP0k z;t)5xSj7oz;6e@Yy6Y=4SD*v_t}Ktqw)!SGde-ltT_1aH$GfMTY}$D^tEvMF6y0vJ~NDPrFXXojrkgyjl>Pyz}nO z?T;K*n|?fJMX_o}zlKvn^5Q>EYckM30z-`q2Qo%A>tA4)?kAiGS$n{!N1vqnt| zT8u`dm0p~E+Iah!qH2v57XrpcTYBOyxw zVy10)Zp~MvUVV{-mlG^{M$&q$bLc&LP+>h6n!!SZ&;L)T@qfO$Ef;c{W!qBL$?D8& zev>wkcRRBV5->l}vmTfjz^Zm%21cdJm}+NfVF}i{yT~Ui$n5Ou2C%nj1DHkTc*^Om z6&riA7GJ&qDUcC0gyx+PXzdSx4=WVWU)~XQi(04nwnvDfU zFNUH+b0S?oTGtw@mD_28U^G!xBxWK*t@W_nWlgY-e@?oYXEN|Y5YM3xb|coXM4vm- zj(s7EA#qOKf5{S)R4J5*5&cpS#1_-~^4;P`d@xE{9+P^rD~0tBixx!~zRWo$tiaOX zugHCe5d~>G_{Rxo$9c~T+$?Puxx{Ll#xcg+zwtiD0Oez?QLWeT+fi)`Ef>Mw3+!^0 zsmM%r@&syDx|0TEqWV3@kRtK{q&Az9GqW@LLqwMTsVvsLroQg-iwZsjY_gYKI7D(V z$>V}%bPL`yJhUT&@U?1MqUgsol;^y$L{Vz5mw8hn8#x5@ff`UxZV442{Q1o_A?(Ra z3mmTz4Ixt3=o0b}4|B>vZk8|#66x9gxp*WkwfM4IAqey-@~s+wBGjLbg@ba)PN>GT z3PHc5cH;qMZ?HlX4{*nMTZS)a+^1{W=%QN$w!Eo?#F~KdHCf0?chrS8zq-B8Fy%Tj zAN)^u$Q&W@Z?l?hrUqGJ*ml9~rq-)VlYeKXAZ2%}k24zN?aquaaZR z?%xor^|FoaZqgwB7~V~+afsDZ73m1S%8yOY;fMIA*MmI_PvpL&wuX?k_q$eQewOJ_xxROy7AODrS;5O-@ifnR&5@&L&Vh2ANcxfRMooj0YRsYvte8S zvN1;YfaHTv$$0zayANKrLQ>a z-7oiI(WWu{#USE1`i~0UK2Ytzz9s=y`Jqr5yN$a`*sXK^fuxe|yoo6-9^nQE5rXl}U+`Ql)6FPu(Z=vO1_!kHnwv>gE3 zbBA-hQ(yfO;Cp7c_ETJ7eg_ zYJ9H)aE1C>PZ&t@3|b00#D@o@D42fzW1ORT3_SJA2dOn`1D|oMLSBb*1a7Vin^SvR zy>il?D^~L^X0Rf#-v1Iqczs>y)dy#ykZWy%avT^@GlklT866>rCe|>TO}%?~(edYs z91C?a;zX^Yy`&LxGL7OKPajC7r2`x@@QMBZW|oEE1Vg0JG!!6TPN?R@=z zXes`qrMG%+urEwV8&o&xp0OZxgig8g^=l|3si6O;;9f<*#I9lSf70hM^#wa zFa>EbhfoT-6-9naZy>=H#YE?Qul5nfjmWhXE~{w&IAYYeHRSVNYL6YfrahR-c;Dqr z?cOL?^0yk%h(|p_BCBOnu@GessLt7?#w`uW1pEfeMi#NKUWunCIMXXZgMMX~WYYo> z$pkkGZ!cA)iX3FsIRjypD`Bk0UynjFtBv*3zeeT~6%o{4q<>*J z6DpABTML%FDmHgBDM5QQcvV7pPn{Z71DCfET=Ps&f3Xf?ok$4O+Aa@@KNcZZX{1Y$ z{rF8+3wa@Fp3pJ7mg*`RqKPOv8b(iBM)$JW;O}-P8;#+68Ozd z)lzP$yC1I-U-!=~1c>&|cL=RN`=4&PV?}Yv8mF)KLQfV?-vS5u<3K@|uU2+1z-?ru zdc%!6<|b$RXA<|Y7Mc+QdmsfbY~Zh~_n@;_`qRi1R{MHCIxFtn0bAgyp&lMd#;mBB z<*#GsTMm5e7ScSq?7bKaDZyub{fB13t%0MYIpZ;Ls`B|jv$Qywd3kT>D~+v(RS?K+ zhLaC;caqA@E=D3U!~Q6MtoKkRu)L%<%?k%KXxK;otv*EhFnQbX$eui1P#kjWQax>( zYxM9KdqjCyXI@RW&cB2tqomqMeB6z9Eq+c#|YTVuiXf&EYFYG*AY~Tr(WN2TS zL{G`|NN8c%89v~^PO_{6LGF0%rd_GY zXgn8?r@Pk_izOWz8H__c`G$^A+1M!nDDTy3n?S@_gu$Z?O^$$HPZb}J3p`DR!jJFz z?6~Rd!HdB*iJarJQ*Nh|za*rQPKeDqTu(JB(m%$`4E$@WIKz(B_zVwe{eR`PJ8)43 zePgLyT)c-KN4;VSB=D~TH8Zg{$IMQbF2URy#7=wK2zW-8&bD(DUnUD@7}1rvwj?2h zGzn}Vz|ha@rG=$f{OGZzDZ{k-$-e=Vtr;Ho@%k#8r=JXB#<&zx&i;I0r$qFh4L5nu z7XmrOh!VUUqse$XOMGS^&mM5li{dL~3nX98<^6x;tzyftQTE9JB!!Bcr}$4na<#d7 zRQdU~OPUfTRB@7_4=ARnPOc8Ml>2EguoywTfKfr$q?aao({zpHN66d9-9jI8aPPZ? zn1G-&gh`&$uo626;Z2Bq>ZJKTy&w`g!ZR;wljaUM3h?R>s>#kZKuPQS!r8$Q7ugh8K|u8K{O>o0T-dKoegd_MPV2B=k}44jyGV` z9CX&PJ#=t|*TZz0L5L^^wP?6K^p-{}v8f@R-3t7kuUieJ`1w}0@)&u1D!gdzI5}5u z;|>O^oMpdD!z4&yFqFsqMi%*veHf9JrcjHzp%A%&)HC*nML4Mh3r$9r@OZ>DSn{JX z6vi+(Q)&@Vku4@&v^sHx-%1-)$_8ABtR&SH2SV)JBzSnIBOZ2&zWi?cM|_=WKYVYC z)&m6otlQ90MOHTbK^WzX5;Glq+i-?^N0p#;^7~;!+kb+6@veRjlMHbbO0+fq<7NcD zlHH}gR*E~M6MFg`*Z9*AO{7(Fmny#r39qvacAPwjzl>qy!H+n&=i~PV#dvUMge`7U>J9 z-NaW>hIRsIX3v*Biv6ih5wUnGFmGdWra>b6I+6OPr+3dMgyQt4ZALlViO9r9)w^yTAk zwd9h6SkDiylFZHfbE$ya0KQ~3Jgoa!STSz@*`Iz>@5uhSPl}Ikz$pT6f&&3CW$G88 z{b(5)_KwfjX6xdG!!cvbWlygV2BjW$Eua0~{oQj;{7NJ0>Yu-=ZD>4N`?#n#C{LyupI zGZIT%^`IK?VMPgASP;q>eyj#bTwfOk^UuhJTLH0nHp`OV_dXjDy49%|@Bgjn{*ry; z8l<%cjgWi!E7%JbhwJ)G7DaQJDVG}&% zA=nJ(^=%fw5DA}GXjSaYu$lLTYZFAypH=q!H2@8owge|VzV3}mtS8knT>ZwH>x;GVG#kA|OT;@?g%p?x)V zC8&L*K|g0LA{j6}T_Ttk|7~LWzIUDRDM^UuKEK?;UOU z7C=Y>SyHz+o`(w&M`^d{__tvU6(ZmRi-?wtBm!->Z+^>g4fFqp5useI{^YGg>|}%4 zJ1x_#NO|LSbuQ3Ich*}i&Ak#>6H5$xNM2ZThm2m@pXAsMlfQ9K9`WXxXp%&{GdharEW0oZT)v29~I!B;6b{AFRp#T zIh+Jk@N==V6vYstN8K&FwQX6!{EUAw>5#8dW|7pEwsN_l;b%}0m35hA_DKA`Fa|~* zF%S$vX>Z^EjTL~Qt2=ggPqSt&e_xhoZ%0`*9Y9gkDrB^Z{Teb-l|+w8%e3o92QvFc zgz3ZJ1_Cb44rmW}5{T%P>INQquUVqOA!K$^QgB{KVD#bY8Vkf=yk+9E5Je!AQ_twc zIaP%adjCSZ2$Q)%;1tU+T_oxU<}{A&Azisr0$l2kp_RA;43U*Rf@epe6OLIIo8owO z@j%Qakq8xSzy=uMToVMi3Vf^}IpG{i?gXv18?ZS()V-(t9s9^ZV1)T!8+51=-f$e| zFK_Rpgl;HrZ~njWJ<7k9*Xlrlc^@6|w#GNZ%9@R}2?$+5__MMk*}k;JcUE}i7P9g9 znHU``RS7IB-PdxgS<*xOZoSW0yy4gzo+{QZPU|4V_3hEF&1*;Hpp+B%1EbAA?+uPiM_N(o%Kghj2;w#?j=8VqXg9nKRM(L3^e>ay2W)ag5_-x{U zIZc&SmJf9KP>0itO^<&G8zs74dS+#$!RmZ1EflXC zrNj7B{q*r2?7>QcF+X4o;&(REz)phSSaRy5*i+z)MdtPvfE4o2#0hllD()@*xc0U9 z?HZgvl37we(<0+salED6`69kbZat~R$%GJBY)OpnOOo7gRri?ZE21#kqg~zR)6Wj~ zcN@l1le}K?xH+N*gr}B0r5dAXaOr>~Uf7}%>&zW_f ze(X1mo%bPd(R$nP%t7?a{P$+;*VV864_@o)wz4dBL(UndmyVw^P9L4AwTv&-X$1YH zJ<>xyJS7kSs{KRPj7d9}P=0iUVi-Za9AU~Q%;`|zZWLftmjm=K@ek@R*E{$6lk(yW z^8TD+7vI~+tXkPP;w$e+_9E!@esGB6HQ8?k2M@CM}rRob_aA%L3 z_Ews_dwZieX{w#0gDa7YO+Vf&+qQI{1Mc1(sK3 z=Y8Uc{8U>0ZXYKW(WPo(b*l#7GU|j>5{`Y!SCO8O(rqDTmYJP2KsDHAk6^I`H7KeX zDn(M6BidgD?F)kMhPHrEUf-bT(Ua_x?832{41teRaE-I==Kh@3zSW11~=OH3Pq zZ@7b4F-Ju~Crf(-O=?{74_D=F9Zbyx)(|&T$hP|7_9^tF^Uo+CvSbOpl}u4kJh)7k@N_oM^+-N4jvk;a{O0&QUtAE$4qlBUp6{n+telkJ_0sYq4q*Ev>3kS zq|xsQOnO&7^b2vS1=$W5*wk!40zX*Hq=K#iHhVP81I8B)^ma%yWDruEPYx%El89bE zBwz~OXOpJ4H{jv>yd@-J>)gSJQi^DwFrvPlb(G)*qnpy0R;-t(Q|f?!eT@+a-4AvT z5#xHv#ynhhJH2tl1gzt9`#%Ka!@cAWno(_PfCN}Tc%cWBv{79|HOgoGl4+|HzeuV5 zAMJG$)#skZR#Kh;>6Rh>wpYN-3FYe&x0xC9$gU5<*C^Z+e+(tLoYxVErF&7l<&d1n zwk=r{7nQWvd_vyAV}*abUNR#7;a=Wvz*JI=PB@(~BIRzjY__OWQkUAMcydZ!)>zMg zy}KcM+ypY-=@-c9%>+Aw%iSAT)UQ0pCHp0WyZ_Y)7R3v`no&4L+5vfV_NUHC%=_`uBcBXk4OQA-xfE~ zOw!)mAc%73aohl-mDC(zeou<=EUQ(|*FkSqVg%YK`wa(@b9;s0U=B)cTdy*xz~<6P zmeAtFD86Mqki;#X)AL`BBd;Y)U1AWv13{A>5BF;T`Fm3RjR2ER0kFOtW#Zei&n6a1 z5+`MDZT|6(@!r*L{DVL17jxFobts5Ivyu3Vw|pRGPMDv4GS6a}UCGo05yth@9%I@Xgm>IX|sE$ zXK(HINUL0%y8EeNW02u>6Sv{@A1rz&i|L*kd=*x6!=|OeS=#-Eu9IMPu4gOU^2QeLFxz4x-KdU5+M&8Ef_JLtQetH zAl+t%E~VYY5xY;k(+)tCA(PM!f0?w|N+)hI{sb)0(@=>i_fyWGJP}q!$I4FU#Rg}f z*=XH1;k7pnN$zy3&i{GV{NX8jEIcZ<-M}D;z(QHyTX3%_x_966gR8M>5U zDy3(+)`o}!sK)s7(I{CJ@bK3r*+!$f9QaC-2pV(tc(e|ep=&!CAT5@t$f4P`g(3{C zL@^x1y&aKax17~~lVfcCpn-IflTMDX?vdT=tAAx2#F-K_e6-j>Ruf?hK@i1_p#j*` z^@O7`2hF9&4S&HTBFJ*xNHBUxv-LjTYF)fWKVn1mt9Gt)6$|%?y^Zv~`P&Byu{g&m zc$Qnw(U(PYV1M%48aCd9T(S6yKIiBRN^RXe)rY*^+!JN-D zL0`1I4z^C?pZng6cen$8zdnAUc>I!GFeCMx2e1=&K4QdW=W8h&YlEYiZof;z07EX{ zBFaE^rlrzG)3t40HFEcO5M=i$8E^?`5q!=lQL&JfyKtqYFx8Uu z%=}FgNm3F>3}{ckboAh4c^^teBzxMTK_b;<%SL%Z=SRKj5MX4jlsi&|rt#V>1V)La zs;}URc0E@MsNwEFZzM<>*L9hS(Y%ZwHF&aaf|}OZ!S@skxZ$tPQM+$H?Y1U6AUG}v z1=MqbnWv|Tb-l#Cnv#Z&#PVb}Z0PY#EcvU@An-94tu?hjvts5^^r8Lps_lX%=iPhc z9tP$0(>9vCC(jT(ZP-2a%yCw{CtW-Z)Qz~qEbi?r6zv4B!Z*6mO*qrYD1pG1o@hS>t6k3$Os%$YlUTQ!gk2}s@UNE|wA=qD ztsUO}Utjw9b!+9lsy1m zaaNz*r=yAgFenEZ`S0kTwe4!thwnDdl#ug;v0*{d2OusAnv=Z2d22~I;ci;B9w->1 z-LYP~$Sw*RC0oMW6 z5^oC;x)CEi4Q2U;d#Xf=m`7pr-rCi6(*Lr=VYdh-RUw0o@-0*5f7y!*E2u9Mi4cDx zneCe8-HDHxyFg z@TkRmCMD(zXp2Rs=8lqP`?NR3mA&N!%V#R_M*m&j$Xf^2dJ*{fGYDgE^8>>{9E1o8 zh}gw$3JAIb^GdIjS4DzB{9q^_?XvHC-_|~%wG(fV%U-4zR_%w>)0U4YK{^Y+p&L?N zFo7XpUP_XK6t460){=Y>$bPPl&!Pu+BV91IR(|8Z?fvgBr}c*AI>p&M zqGmdl(RxD(+kRKHDO@>Dn|4Y(^@>;P@o`EYLs~@>i_b}M*aNtqPL0%LuE}Ix6;GT{ z0&#R6aJ1gtO958+00P7E3E{PK6#Awhpy46Jw^t>(m!C&fmytU*ArA3&GbGbn&N}(8 zD8Np_F&R@Btp~V6g>ml^(U^Y^8Sn&MdngW8c33w#&L^{MdEX#C+w%5V!CPV3yKYxLvR+OK1Pq$R!Upcb+!1-_#8V_`FK3-cp9v2xui*GcG< zQ__vt*RoF5g{!D^?h2POdWVwW>SWl{lk z7HlxWeDC0y562cCcU${!3uwY(D%MWhgNg3BnN4feW#qOI zw|+NPbOL4|1!>`>%)1_$?u-CifoGyLF(IUsy7kKx=`rpFBdWS$MuCa+j=f93 z8qLuZO1~b?w>Q#MzqAK7Y-PI{v}BmzN}kPu9!+SzUt}zK!xWHGWb$sEyqXdp0YBz0;~S;`vu0+uXrSz>WtU({njCNMHbBDP>64i_Mc$+QAb|qsrsfh zv>{~lkBqjk^$faAf&YD79t^@~s1x#tXb_fyjZ-}$@};5 z3L+Q%CCSob3__Wo%)Um1x5<&iu4&7`k*wwwX@m>fC%a@j$jgVakqHydx}U^#)CZ{3 zl0o%)vK{D^ka{{DAacBcM((2)5~f5o;Jn)WLr7)~>UkXke3T^#b-=017#4gWOZU?@ zpxi9LgCxYc&5J}d!9l%8s3z1bV%eJe1r1J9f@&ZWP-A0FgNG77xuOz-q_rhzOM_YA zS`42nXD~yVR01$%LjqB}pJMbLryZhEe04{;h`>F|X zKSn_C5NeqEOqX%|%}o+!1hJr|Aql$`31a?ev&`E{nOo^G58%v$Y#$X1*j=dDu{+Hk zppP_X$50HS-|WQIlNFRfqP_d8bKzzU+r9KI6I!&=dmY1$NJ7d-JEnCdMRb0* zDWGPK&^X7r4SXplVOCNsvUV%W#>bZ&S~wI4mr`;ct>=YsHcLYBS}6UokqpwEnpVw= z|K>85rW>M$vp9TR=KceF3xvKjG}T%yrIU}Ye^OzS6#}$~y={2udaa|sRm`rI9g5-K z>Jj2>%Xl0W_(hv&b$SfK+Y`Dg6dA)VNj!!fC*WNrK0pZdow)7h3(?et&uYQF+~cFO zkWQb7hL|C;SRh9A%RN$nhiK79)>HOXFly$>cOlMt>9y<-FP8Arr5%X1RXfqW^{$R< zxjgBy;es6Pps``HZ~(}Y7VcL5`9jz$TYb73RcFmu8jYE!wEh0w>pdgUotX$Gt0+>W ztakbs<)oIfxH}OHYeCMpdjuRcAP``mRB`;Kc5%&K^Wl_cz_}(kou)LGf=zQwDKBvL zT_#)o>VEY1(;QQMat%V2t%p=w4%vq7)v~?GElA6aG*|bFGu)nG%L|y7*qtXgk@f#{twO9psEx*|^}fJfOOR;j zaD|K7<$HaCXLJ%MDnS;zX;l>A~?->4lDBzEV?;JutU;ZCCV zS?@;@2Okf(QSq_qF<1QfpUE=sVe9+{p6Ypd+^m?c7~@iZz6F_>B#aUyykXFXU0b!O?~%4+frQDyHxs#G>Vf zZH%u88`|)oMzVzoV;W_9eblwuiwD7(HgGz5dIn)<ge^*XCLgdj{iQ)U)bU5K7DVCCgKuMcdD40@F{JQ^Rp=DE zTR&!FLT8?OiQ4~ct@QJpqNxgW5tYDhELH4n{e{kBF3M9KdmdPO-zVQZf**1Z$FuhC zQiZ2`J!7R<$|x=4nqa$WN2vlt@Jc!^9`fE4Sl;X02*ht))lE^fd6`5D z%9a~h{d8QnyA%?FJ3?-}g}RKiFZJu}yGp`KYp}Um3md-+5IWBDC@=S=qc6eR2NZK2 z5Z=T(q1?Jh7nAKH{jevxbmgU>Ou)Cucs$fcXC*_8xm%mh!43u{skGUVrf9QYB4PbFVKDE;@M*4uBFZM0cPC6r{3*^U%UCTBw4bueTeAoXdWuh{v0`i!|{j(?wdwMGyaJps!jPWEu9QvblM>$vP6V zx=%VTfFO?g*s;n%JhVX}X`VYo*2A2*gA;Xrn8pyVI&szK1lF!*m6i9`{WF#V1OC$d zqhSo?SrH6mOLsRLy|=w?X5$buR|OdN&F||C{{|Abwqjp8gW)Y}3a;0h@MTPp2hD!q z;{>^`@yRB0C6j&zyB(v0Z4Vm%Wuk5GLD*5Q0Dbh{3%44XJ^cQ(iAE%gG*NqA5~^)W{*$wNSa(5Kr#@`fW)g!NP(U${G!SD!gR)ZAI(1TRFP z*?9VOGblb?>X0JW&1Bl{S0S7L)cl{Qe?+r?(t6z9(_cfc|DD=y3C#MxG%{5ou0aj9 zGH(dZUktWNc2W%MTNwGbqRd6`K)XqwVm4H^Qg6f=te9hOd(~etCY?8tmYRS#HTy*PsGSfv4z?k2sn! z>uZ3(Ffn3)sh{1ysbQLr9Wx}sXctu7d(0~&Z*0bCC^yhXU0;P2uHq~&`AA~dQ&_w@W$84!_PhDEUeB1)4 zL5Tp=zJ37}i0ictx_69^i}tGNPdrR;4Q_I{Vnmkf4}iSl%diQGxuU!7D{0uJ7frBa z$t>#g$@oxlf64L9M>jC!dB1u~ed$HW6DnS8a!@1@1uDyGoQt|#($aR4Sba?EN;AP9 z-sI_5Hp15f{GDlV7JTklPd_domom~ieL`0)v1hpO$8tb+q8Pt(Zg5hMRJxtH^V`n9 z#nm=7WvGAR8*MD(BY6oT4ir38T!f^q_PV~M4*laT?vyVrxA_k3;3>GBpYmJ1=in&I zcY$=C@ZHrEu5kjVXRr!6f6G8ip^eN&2SWwHsQEFq)8V3ct+1-QSB=bLIA@ zq+A_vl&u&(Wjgg|sY=KpMDw>CbEuee{d#=wn)!*kZc7T*(S%^`8HnNDY^mW&V#VKb zUTwAt9Gm{h{rYN)tWMsGXwm+QHWc&f*Ib}VnV!7Tf)poVyZX4;!_m?NzkeGl#W%>&u5cet??QA=goi)n z{K3Dsh6~-kw-7fob27hj#!lEytL}(@T$hsz=>xZs-kaw5qH0g0Q+iw%Y&G3FJ8Fdk z?t0L6eal{_sD?-%@?I=Fx05QRtpyK_y9=ck*KD~JZTCgGz}-)}@XeZX|D2>m1nS1P zn|iTw=!`2^##~6EX6D^n5Mk~KI{8f{V3s@#*=)MutGpw73xoQiQAR!TfG^a!2Jw-a zjuQ$93*~r&pRrn^dK|QRWcP2~EnPS{BFTn1xQufNNaID+x&70}c#F@!>T35Zg_PYL zIXH4bM0*<1O*|&TrXAAVR}lY%tmB(5{Mq=>gOsIH8wJ|KdH&pHIDA_4WU%rvFdKvE1grvkSov7ZjwTN||b?91Eo=2x2bw zl2w^{#VYX+)zDL#leWg%==UF-TEyC~MQbHF0ZBmlP(DofQN}G;JaLpuZOJUjpcZKf= zE!ws-doaaUQRS#~(yG(#nhq{4;>-oR!B-FGm1D zUCdMm8>$eVYcuoATVGunJVah_mY9@n%8Tl{8tZXvGH91^l1!zJjCauSBE`ui25hd| z{;DYFV`_KOLud^mU7#gDotsafn;=+y;awq|?V^WblmA6P>@eUt}| z>F2ktb}6P~GW0W~R7N+Pp7tibaQyB%kOLQ;10b6QkSmWlR}zpBN%cQ%1c1F2y-UZ@ zOo8c_H%!Hqjy|^f_Lal=JI)fm|=d;F%VyJFUx6+c!6;5%=kOkZ{_Rq`_hF zp0VQqX&^@vC)fnXh!HuXTn8UEBL)-m+|8Xf0E)~U@B7Y)jHb7hyXCf($mU)@q|*y2 zwHd^c^Ow(u=d#IWyc^cq$bv_lS#TAw;H4YaJMvvtT8C_UW2X6}^QQ}qOo6O%U35;qRPd%1i3s4;`p7%nJ*e zj|JOaa`0v!P(9g?di3$0eOy?I;i*5iTY|}*Q+zf7Mij%#{hmRkUl+hJMAm=W#&|J{ zp@=)B3rZ+iDOH~W`21~n%!1zJ=Lf_5?T}3lZwSx>^SoJRuHD>q+Kg@$6pR0Hv*K*f zFI$ncjJCm}u@Bdzfp6E{-B-3qqgS3|l=9s(J~(0{o^YvXfkD-bF|styjS} z6Jn79*e^j;kenSlxBzFioDuDgBqzkRJo*ZT8O8XGTk93i;l6a4Z=|fL9aHKa>h!`W zgMC(8KKThWc*U6%Tfw!AeVdC&E~LzL?nB0UoX9T%J#{Iz61r0UEQ;GhCwHZDzp(zq zC~U7lAjjX$+fC}5S1k5WB=q;v6xF>cSR4ybVKv92Ru8v2sLd5n#weKSO?6EFE60{a zQ<95SpCZUM-L^s=FG33$PyncWRLK80Pw;K}L%72_r9bU}j%?s{yALih^E_RqF;)D!i?&mVMy-WH!Cn7&QVdv1~CvndSO-E^n3?miI}v^u@)+Jh8`b9V1-nA<;F9RN_gq4I zQgA3DdB#yWhTYoVkWbL;nPIyYnf&(0ya%o-1#b6xDD`iReDQ&LSO$WzV2(^6$WFwn zeeenLxyxiWJ%$kgoX8S1R_neG+T&9xs(Qy?PPOOp*7e384VK12#LY-XIinQ>dIQ7H zVWNQ=@H86dH5#}#i?0orIz(Jq%Xg*ZC@hai>5G^9CgdRD4mi3;cIK~?M72x)ovP{{ zvo_!tXBi2oIQpk+GZt8wL}1MI-<0RNSamAr+yYP0Q>E}ESWG&caE7goi;PGfxWXuB zAb-D4UULXAWOyaPue=qQp-$8EM~=W+(ShYHfcY)-tp?i&Q%R}8?oNs%*fa(+d)d1z z54uqh7?oT3~RTxhTf$o`s0^xzmhWGZi+dx4D?N5Jm*ly}jD>4kc7Bn3^~95~ z*x_%E&(WP|Ry)C1jymD!sRb$?C1*Jo|F;=}4QqXnvn=?1Y2N1fzVh(5>n1IgcMr^- zu)<+Bnu&G+qa_p@6$m+R6->VJbz5Lj?py-VcfyF~o0a(Gzy$HH{=R=GQRMpN-=pQV zJFj1!o|}V}K6)Ws7`|eW?Af{Ih4faYvJgVXz~&;m{;M1tAPxU!7ou$3v2!;p=v$?~OiRpFi#HM~&9w=7oJat1Ex@wz-kFq$3i)x-IuYc6ZN70*ZDTbGW7? zY<@adKjgR4{(Sx4KgRO+_qEuS{~SNJ)`^^AE#)3qNOZqAJK9PTlqC*uoUvOLjM144VELCq!Z7UVsPP!i6ISz~?MM+o@^E%% z&&KM9c%4-XhW2Y;jejVW2SHwm7*ujwd`QMSL;k%`@?%A{mVowv)YP#h#|U;NVxtH{ zQlasRxFX_F zNvEw_T~Cno;GdS_jUk1~uu_wV3*7cEa#mQ3xhEyX$zYFaVMr4(uZH+<}C)tvWDk@{YN<|nrU2hvPb%n}1#@&bs?gtt?n4-Uc5SK?YjT@YURkm2;L-cwEk zaOpZ7p!u;2t)j47*r%?-?r*(8b;q0|Xv6E)xM+Ojyh>e3D91lSQrmFSnSKn%_~T9Z zU0}^seg5VO#G@j!){RMm;R4CJRU>!)CLrk@LAf-_D($8}&d^c|1&5g|H$M+vp?cc< z_OLyhMZvQMFJuYW3?dDj%Jknl;c4kSe5ehI{ki?e&nppZJvJbT2vI2x{=z+O1y?V% z5v(8+v^Yj|bRbRqtS;Z~bikN%QIJ~w=!5(%#IF^P`2H&McI!H&U3$VV&4pmig{qGG zsZFoM6~fG(nO)ed1own@D*JOc;|tv}i)7{caNU~8zBSk~ODYLNBFo|CD}bfTe2u-NJ^K6EcHFL+!$1HncZX;>W60zd82PJD*o}G zDSq#tW8K~}`HfKv%c{0S5DrP3P(GG^a+ZPT4dk#$lF->3OYM_d$iQiFKlaUj%R%nw z>KIrkq0;5cTY=*a-na!T?aLs%+VY&tE)SWaKer{3$!`3$JAHXaNDYEPETLHDnR~dZP&(y}@8ioV$J-;>H;wy1e(6Ee z_lonaVop|wmI_0Rh0p1{Tq|3bF6}Zl8o@0s!wQQp?E)S+XXCLjdBZ1<9M#84fScJQ z_36DzWV${bh9x!0&{|OV(z{ta3}4VeWk!;>s>dd&AP4EqFlHYwzP3$EE)z=cOr>CeG=$T#v&($jW>|ZQIB)Yej?^aau97RsDE3rj z&O{Cl2q~?($KSjWm?L&=5XCTIk$@4aoqKzQmB|!H9yle1dz?rf1JdqBn^6y4oK!f} zyp22|{FdCBF4yIE-(pp~D^8fE3n8=OZM&-QuA)trXjPutqcut0_YB8lW$kPI50D1aQn%SO5VOJ2AJFmEF>?@jetsIB4=cbGKN=8)Z03A=I`f6%4ImX zp5eO+{7gAUcQ}`WF%cC=%sZeUtXm+fo277@gkXzsb-X3 zjoS=YRQPU;1WF?(tlFjuSz=>;Sq;k5rg-)?7eZ5h&4VR0Njd)lFFVEzw3%8L*9dI1 zXE$Qh(4VI^JoqWFg#KvLI=ObN=21ug%L0&j1y(6I_if_~K7_9<&lY7IMD&O$ zy#|-TwAWml;gWcIvD(H!&cxo0{iDnY^#oi`l9B?Rk0-Lf^F2=N57Nm|q;~RT|0{=G zPs;!1PZUqbv1!St3w?Fl^ZIcfxxTYz{jRu7RgI?*Jku7EwWT_3F~*r=-B36No$)>$%(o2<1WlT#sc<)AaMJ@Z0Y*zDhIpNo1C?c3K z5xCGNf1@?}yGxcG#yIOS?7jb^)A3#tCeUP_ha}iOIyS9X+&Y}#)gKWKkBlH+7CU)c zHVT)q7G2ycuFQjJTjzus8xJvCh&sMDXhl%22Y%bq1omWifslz~hgiYv!rkekGqwL;#X=O8e$I{j`pyO4K~)vwY-&JyfG6VJ-(ChBHfK`6sTOyO91U-30la{`<^=Nc5`ouD~RR z$^(^IcsL^Dtks2Ihy|@JwuB%xzgSqoYgeoibMrc&L^u`T(gvkA)z)sm#b3 z@V?i(=09?xuLAf-`TzNesEmgVU|DA5+z3DtAZQgXNxCXbTQJ40WppJ{$Hi}CP!y^y z5U_jSfFeYH_$kS@dPgVTYeeD~I^(!Om#C=yFWE|+6P!zi!28|)jI|VQC%`vhnFo>0 z3BPM1Mu#L8Xbg^KFR{RfR_jdV3dl$>jVj;G7;;gtAlQ#tPkoV_GM}@#IkkPdHkl)| zy3w1KJ}gNCau~a|Z6^b147l{0VJT|whK)z`M`mHlwDF(yQeNZr%4bXxDfGQ~?+_%A z6^S#&1F(5BqdMQikUR2&(TngQ$}#zLidf9lfRCc$-!UmOw_n`ywoA(;2K9Seq2!Ky z^*#G<8hfu;mmAWotw#-jRtQpf*!J5xr&9a8#MMd z{-Yk@bWP6_LHV~ohv#wB?C2>j&K(apuGKy3lSftM_tig7ZjWxfK~2ZXCq4r<7@h5S zGo^V*PUeYM^!cJ85#OM&yvH*@4394AlfsunEV=`q5AVE2pu5O! zx~nYY#06fZS_^Wkif+`k)*}Ioox^d1rQ8~>usyV>vb@4cuo=xA>gKt&E}%BnZ8py~ z_D~z{2oG~0p5&$x$uPwE1g?68*rA6p2 zFDKWN91pNUWZe$pSnf9ZAEmQnM7Qf_@lO@J=s9HWTiPk5Kv(?JErn6Rl!W^c&|u)Ay;g1KlH)bO#`@3?y>xcpRBfV) zb=#Di^v7)8iT<8up;Fg8I6d|PZAtxg9r2WJNp`?;7JOz`Q{scEC1U!=Q_9TLR0Fc` zWd79qTG2Sfxt6z^c_bpnUe@Y%lv^Plm+^*<`ci(!uCgp^*K!5E|2L9j6>?@wNU|)tV z_#emFXR|cB!#=CrC>9uB60(-fQQY2Hqh4bJrghbGtXy?<$+h?k4^HAh`mf-Fx|#I( z`1ZCm3xwXUa4^j~WDWsh=7Ng5?6a0-1f&|>{KIq0&&h!8CLz!udgx~U4rqm&B-&iQ(I-$8A|39p?Mqfy5pZdbh>bZfh6 zU>;={J-WU0lbXE)}Bj#&RObRTz#@V=(1XNi3+o4e{GYe`&@I#6wx z;U%c4!mzzoj@aB`v22bnLVOwEQ(9YInxrvXsKbvDjG4&XH&jNsig}{rM3nmHt^yVz zPz>v)p+5Xy?wnnA>M^ZJ3|o5-$2j%o7>yA=54mo}N2~PiZ!p)UTq$~?1ZMJti|-lQr}Rqy2q;5Wt*wkDSO{e@90o7kE0+x>B5Fn$}^x zs)xaF1&8Ia&~s4}WY~Wlna7uy zBPanj*Bd}-AyQRYs(ok*SNMbQx+05VdN!7Wo#^o1b1QLsa6S}0(!_4RLRdx(8gW3x#n3B0jX2k!QrZHmEy7Q}9ogzA$LZpKki5ncUK`fywp3%tM(2 z?807r_VhM6a`VMR65#kGdS~_uzLKpAwLPYlhzBfnA1}pWP}#ez7_6<_hMB=eC8a5q z3U1*5jjC3rCiCkqTS^=XZiF!bm*4^Q!=wG)E7x>ATs>McgXnZSKou_;0M*JHcFxRUDmYXP=^=mFu)La zq<3mA;iR_J)rHuZk!06ds^o#!K zR~oqS0~dR;R*sd;IX`P9Y)%3#dv>XKOY^ae^9H6L%({XX<*V3lz-X62V;E~p`k86) zfZKjo$L)gBX?ia~3J+vHN%E*Dn81?2+g|=G4-^5&|+KlK5o#=;WU= zA;f1zmsT7aGb*6LO6{#LcVrEDywO_*^lbvlP)Ga$vV3y5w&EtGZ1Ae)2(42$JZgh0 z#sOTl6|UM$E3b1o4}N;|KkOYb1LUi{0`?|%bR#{UgWT%FLXi&Y4m->;u}mKk3lJuhtyi4Lr=PM|T_c)R#z zsE8kxre<6%WDhUc$#2lobVh#{kEU_+RfP!QzfB!Z`LCD_ICXnrB}WPOqnhCM6sBcu zfOON=wL#2aI$+q+QvORv8rKW?5i`F?;K>&c&HIkWh&2QhS@-KoDD30U{rmE`VPo#z z_9N7E3=HPc+w0g7s^Qkf5AmP-kGcNKyx+<{C`rK+gS#{&S;eiu!mt8qhH-IAwNt`P z7YQs;zZ(*nz3qcW8FyUbfXERf;1-bdSbK>5$&e8%q8Ijul#v_?A-uS7-^q!tF!jU) z?Qau>@z1+98rDJMDWR~LSNi0r)^4JE$c*k?dhFr&Wl({$zo36d1(o3-uYOn;ta?BS zY5ZgnpTxkmm}oERHaMB|-UExkFny4M+g4p^MqmRf+h!ALNv_U=m)4WS^#Wa`4~~+- z*Q=X3gER6ASmwoWj|y0cyU4A^cS5GfgyDF$$M@)`llJBIUF*fi>BqHVtB`n&8l(w( zeCWgn>$Te-W)i|@G)9(Xtl!Mfv3m8vs3=u}G%NEx*jkIer2@*K{{Tb~uJIO_TdsU? z3w=@LNnMq05YA%LhqF8RPi1es$KB5V89{G^F;`w~^_LFr7{t{JWGgr;N(ccin1$i1 zcYbkt&`dSuqjL((3_P5EWLo->5e^vMD0xTO$vBBPe>>Fo#8h*r{Iw_7Qnyz0EvSZvck)@gjU9@!rRO2V>J?$ z`HkC)4Bf&j8Sojm@c@oMJH5IqBtM(JgWnmn9y38@Li)0HH%tUMJ*BH!&D|j%T;6P{Vs<9W3pjW0_ue+m+(3i& zI?HS*0j0-{4p& z?KC0;6(59}= zz=(|e7V8-<%(r@zS$sF>V6XhAL_9#13g*H$Kb}XSkKxGh7;(EJmOxRN5GbHo!b2awcI_?CJ?vpiOqjPG81M?iwEf?Kk$C>UdHz=paMp1t z3~r@dbaei>7)X<8RmbdJ8$~6eQJSt>@gh?UCFOa!F)p@wU+I-5<1f}sW`i)w8;8B9 zs!>UQ*P_yuW@Z7PBYt;QO0jP7_!q8#;gu02Otx{dhOYICyC(sI3941eB$AO^`Yx4<6WZ>U+% zLG80Q{|aHynE0+qB`wzpDmQ$wYDoKSBw`>mCf&-s9IFGEsTl{{o?e*1BTe`t%Q_99 z?ZoZtc<@xt)4jMr72=NIW55m3{t^&7Zh6_%A8B##hMH$nVj~N<0}VnMI3xg}6O*>+ zj0j+ud_;d=UV2?6`Rr=bBi&NIWUaw3j|l(Lr)M-EVW7-Ee=RXL53XK5b@LY7T;Czc z2A^jIWiMMp%6AsraKeZ}W<0PH5;yF)w%4o80u9%38*X|*>KdmzUM4)4n^n@P;_nJ1 zY)p&jIAFa)f+w}eEoHam=-#zNUX^0~N(LECO@|v9L|FAbCE(Tgeo%RTq;*_?j4PaR zk%%c~-Bm}Cu?&!eSB80acw$707|ReuD0e`1q^_ zs4+?S0c}?_0G%y)LF=*1fc@LTXzqh%x|qo%PPu^?(@(Ct9*61RniGy1kLUB})-)-DJ^zVv}w>)B}${zg4%S z(k}n)J~RkXD6n>w2zk9rTW;+BL!Q%Ki`o61jroki!RoX&{=L!UTcz6nuQXG9wfJ8E zty;UN-#x(|)S?1rqLfA=5HW%(2NM0qi=5dYs1f+Q1HcX?%?8XfBz^mJjUChj?k#uK zA#9`VXmM2qzBi}6!QBzqkN7d_Pg}Q0L6t9J=14|PYb_a$zatL#3)!mNtB|1bQp>#X zsry6CSkr~!51sn%c2JWei!j}AVvo0ZjSi9hPb;sHS@}0;ce|cYABIyNG1tX zH;G#jyrurp`E4wV@?!g4C#Y)pz+a(|0_VcA`Qe46N?6KhkVu%bb^Y9!ERfUqjSu=Hi#DmL;0}-)jJg`uEgTU(tCkjzu=`iA zx;wFiw66GHUlpH6JG@cC3Ei4&oh03w-ZTDH1(AUfv~J}z-*Q;m zSm&zxezXU`=ea}>FF|@+lLzR?BCoc~!yxb?-_+*&eDYgIvZ*LX?_ruTQLMagsIR=C zx#-m#J@u2qw;}VLy?h3#pA7pu_cr)W+GN0qG9l1_$LwDO``N4(nQRPZ4?S7dbVzPn zp`mv7xyN4jT-@#kgzW^*=!U}O#Brj@N*1DL!-1YR^?;aic<+gm4q{21mG{15ODO zt|%F5Csjd;xIbYLu&JwKj;XX3XRs&2pEab2mS3a+sL)zxD6c-}BHbtQ#d(1lmqD$e z(H@@9@!qHSKZnhCL(g+63lGR~78uD){Ze|^uNt6-Cy2wpPgEO2i4T^66#NRGWu z(B%pwV}%vAEq_buk+?tT>P90b{63#$K25S}dVIM2R+4UYyQA&zbKBGUjdbJOr4;vK z3wa+k-m_?*<67MMJa=dEitW7}x}n3ic%O7ZBtOi{QMkU#ofsq)Y-a_&PQ_Ms z)n7yel+fULUxXjW1DcOt?X=f?0&9G0bwTgnEyfAZ`Vxvv&G&6)#B*Bz2`hZP5I^t#cdIK=?u#v>0?Svw^;U=)y`o(>$F|sF1fkQSmS^a& z@~8w}N$g^ovQ%ImO+oto!X`L#3c_rM*i7mS0ILg(6(!( zH1{h%7#G^JYOayvFf185G~#Lhj8OaN9Vn0^>Ee=vV1H5I9Ohi44WiwX6c z57!a-hx!xZG)ph$BwE*%4Cc=+NbrkX04F8JukePkZLA?a;hPJt3aAz!arq(Axs$o%%4=9sBBKDx1BNJ(eiJYdLwJ z)0!-`8An{(5G(F3y`N*u*Ef*#!FNA&Nr`wGzlhz^*WRtpjxA$3$8CoWX%a5G)Yv*T zcDCZsXNSI5Q$%fEz{@<2p*);9c##iEn~hM7f-?3^xCG$?LF}X2vQMXo;!)%|3BxCy zSo=_W`piR)$_ouxxVee;M};{VO)Cdvqv%!R&)E4k9Ls=UjK7jZyQ$DtpyF`25~t93dVv*I$dNnR4=#A?IP8vFdc1 z?KSpIcEO?zLtw5i6ZMhAP5ojt#Ie!){5ae&BDint8O7~XgY2Ee?5t>3gE5mB{HU5n zm=E+KyMqV8{?Kp{(6O;JR!4NwpE@G{8`;Ki6jPtlaxKtdHx^+G_z)217pSu^S-s#@ z4j-}_G@WfMd}@ z;BKQy^x({Pu!Kfdc{&?QQH zOIeU&9WX9>i7Sm8S_#688PH%@k81Fu@Z*RJm~|XJD-$|ZTtK8}e_>0X*{E~y;gS9u z4)`?pK|KA>Z~KL+jw zX1%MFkHC07#AkaeKNfXW6Wscl4Hifxyx0nFZaQca*abd1`A7%G_@Kc-!Fu&X59RFokV~ebj;;oDI!kORnCRjSj9R zV@Xh@iVPA2ssPnua*w0Q;4Kl1-w#??jm5AX+}y(NKGx<8ppm(`>q_RtoY1vYf>oxO zQKC5WN|%lb|A|APbv5#QU{YrRwsKCSTD9x=l3UV=QkD69m$P$`KZ;ZJm%u9F6)3Kq z6CUmx_ijg6Ot=_|car~?1xPNDU~9JA*&W9289pH#?V4?YJl*A}vje{AC<)t+jfSyW z68r>Y?q$HI3%cbV_x6s4BNs~c532x;KLoKM!2 zC3fA`D06W@A|z)G<@l5A_yh7%blN+~Cy9yP^sh0{V!he5y0G3oX3}`N_|L-3AbOw* zSehAAvmWg?Mef;eHW75Qk8pVC@nKeV4SB?Q#d1jyJC0)F;z4%yZxqZ*=fn%G)^6H& zU|9(=QKs3w1k@jItzb)dZ%B@Un|2=zqO2n#+9q0rP(1_WEVzUfFOq4e}j!u-aD+lBqAfLxrMe@*Rc8!h{= zQ?hNHJHbMqmQPRF{!@O)1%nEZcG`J98fj5bLZ3}8mK&UhT!7g>={HVS*7wIbM8mYJ9ukb?10G2*nYY3C-b06GHxR%@A;DPx0)p&YNFsN# zhQ;98qb5)6+=#)uR$bp|<;MK~rv5T*&(v9Dxp5;Xeji zHhlg3q{Yu?tjf1;8Azyx*?TQd5&|4>2ObtqP=@jXIOL3trmV+2(qvCf(a+YP0Em^m zrDv5oM?$D|OnmH9c3DsuzFm|rqOnO|B0lhw(FT-cz2Onre}cACQQx8gCUo&a(1!^@ zLZyJGC&{Y+S62L*=7?AS$DiOR(cAG*B^%MjimUEuK=%ISBYw>y(pnOPV3J-Yka?5{@o3@&3YmMVNpmw0hU5(G!Ov+qJ2X=ZOi*XDf-0tu7|ZX2xO zeGOPHgqI>N2-{GkKYbfm#~H^rqvi>2`dd~tC^y=x#3|d55KO)pobF5>kz&;7NB{ay zj0$KV+Gq~)I85fQi@ z+@(aOIlgFY9x^^coxoPv^8D&LEM%|cEx{@Jq1Ro8jZ&oRskcE7;dGW-(PA|f+9m_S>c!LR5NO0Ak1I9id zRG2Er9VbdAtlF&R%3;r=gIAcJL$)epAsxnK6swWLGcq_UM@}1teEKv1@a9_&opV=2 zg*D{pzzpeLAmfO|_7lUMKkxc$oWDlElBMd{-N-CbJL=~gK?Tt7z|$$f3<(emBqVu4 z$-h>Gio-I4pv67_OoXI|L`iyc-n-EBz$Eq-9uv@_Dwv)qf=6l@EN~n0sNcue4cT`T z3&u4-=GTK$4we1AH%^NboFzdxd{(srZ32HCy>{+^(Jq&`>!abB64Y&THDlI+Re-&Y zAckmNOa2U7*@_Cc473`Wy_-;%5xV9B@IqNx_)<=FWXbUwrJ*XX6axug=+T#!A~YZ48hG3+^BG&_gZ7$5&+0zBs#etP(}&2 z1ar|u3{TXiN_sjNNrt0BQ(c*dEk57xoEhR*Jum-k~fJ16*&f}e6K-G_G z=RyNTJmn>%U;e3cfaSBca$52S#-mIrUZ{z1x0sQFT#|c^MGHDAPNc#lt5Y{jd@bG^$Mj(h&vx!hb6@sxKAOb1 zORi5`(&n*d$}6Qx;!cs11G^q8q-Q_|k!WFX+k&b70a`5+03{p9E7(612=1Bf^V0wx=|D6buTO0kIBhS{NPqA>@)qd6l&ZU_w` z^F=gm_5tEoxNAW^)>07-NL(G`lC&3Z3fX!d>d`dUARB*D>cpU64(mI5| z0nXtJl*ZNA1yg|u22%riqxz|5c5N)jQO^v5&d<*h#&sWj^ zxOiQ^zGUC|;+HJdmpQ_L{a?G`RkbS>Zu{h)j6Zmx8WDW$DP8FyzzC|>o za_#sc@17{KAGSE!Q@>}3JUM*wv2K#!AR};Fri6$oe*dwT9-RH&dV0$*HYweIXAg~j zh-Y^);e>k?(A89Q?4jj|@%CgiXoV^I(tN@y&v$g}WN!U<`K7#Me-Q&tlkJ}PVgHSf za?GW6K#(iWCa(y7#4$$s%M69|@H%n&17rdmOYi`daNpGBB0s9G2t0LcsCiHTQZGyw zRwAl30Y>@!CB*+JK%9AwT*SBpD2zwbESJTQ~je%`&(3!}p8qbRo>E39QIVsX-IpALmX|8`)D)t(p_52vdkp7ccm%BD8=fNG#_i1(J*e6kfsK|;AD zQjJuFyi!t^bB4cHO4(ZpW3k=)_|}O*nWXM@CJC+Bs_vleZz;#QCV=>3`caWR_nbE$ z@x2XH%1Tz{6*@288EV7AuPVk52k)uiwl$)ZEvJa@cmL`uuUYYH*;UcI*E^3dQ2z;e zVX-z}>1oFc)WDc|gAC zGTMQxo$`NZGTzwy=evBBK#|`$ipVdy**iRyX9n+DY;~12ix+qBJNwrI9aMBx(g79= z;k$U0HuD|Uo%n$kVZsg(+NoI}kUQ=7k^HA*l{j{{WIv*5V-OC%po_tNQ1%7uUL z@GLw<{WP=*ZwCL8L)gnJx>On}z83DDpw~t2bk@;SE9}Y{5@)0_3TbnLQzzSkEvP>T0T*95)A+b&1P+(rm%k9Drt;F7e)IrSx_TZC=SxzLS z(hB5|QcsgL;zz0|qcyk)RnaNv7wfB`f5~4rD@uqkQf8*KN263D+pb9DLH*pqSD%iC z5w;?GF|_zirpYzQ2GF)plOy2g@_XbFvfWsCGVyY*^ovz+VyqKC*@p2R`fWgY#%0Sk z8(ra!3W28J4(lxNtq;j^rD;Rkl~{JJYL7?e>xeO~W+5>h<9Bto{R%`yj}4acJTV>3V*`C9KU>j4cs$Ex*3jVelS-Z<;hi@sNHdkf?Ttc3Gwqp@*zh?& zGtNPQ-MxRMhtrTRRrCeQ*>5axlv)KuOK29JGV8PX?7@YIHo2z-A8v*R*dY(3YphxA zUgP=}+5{`(!cy@jiXb8h)T%7`CV+6E#eifUPsTrEYy27~Iy*%=#N+JpJ8{yUB|U8V z2nr@?uPW~((W0+V70Qa51zQnLaYS?9SeQ>N&~uEI2RTYE$kufk+Ln;Z0}}rdbCNf{ zikro6hTyB@)SPcYa+; zEmqs4D{HXJXvks=)hZ&9oiPQ@s%Ag<1hUM^g2g;-W-{>?e5upH$jH3^sd*el!2?IA zuy##)PJ)q+gc#F)vX-p;g(qVS0T1GQT>->$1)Y@}4FM8fsyaAs|IBo=4w;AtD1vjo zY?U3{_MYnbFB2ff18;;&l9tpKXH@s!wAGN=Gfz;!Nf;BER>*Y=o~gb4KA?ExMVQtx%g1U$lMH{ z9MpD@gMJB}r@U+~+i|EdsHYU)@!1~DGer*%V@EHLdY+6hp(fDh>zH23_)h;8VQ4xT zloHT(z5bdQ!YNITw5tI4>P++YHkR>8U3cKN`{z*u^8?$3@P7S-meDUJ`m0cyGTs3z zTyqj6>FE`{7I~wd&>}n!14dqhFtb2VM$#aiQY#fOVPhnW=>?v%O_z{;?Y9q&_@JkT z<6kmO@2Nib921ywpY=F8AEVRM5DwVi{8-k=%i4z2!MVV{UdMmfuDd6&;SaS-<*e;A z=6y=+hqh|t!Lz>b(>hbV^;(ibb5>6tTxW!#r0;^M{wbi0)Rv5KYZu8H{#m8>G|ef& z+Y@v8VGuX=if7TZaFp|BCetPA@Hd1wR}za-A`WI|*@=HKHKR|AixT@_B6rdb1G0cr zq1tH7N9-Qxh{a$1w25`kHTOOF2X;78qOIXYD7I%sh+bRK3-R!;hofpEr7( zG#b2Ejt54q0aQPHJ<3vY{ldUy){M!>f9D9+AnX1-UWF+Mg-I+=rMJ5wpkuS*NASgY zOgQ9s&Ksn_h8~?7_Ne;B`(+98^E&ml+%u{39qj#vBqmf zq-Vr%j<+%rqc`o&J@nGKC}aO3?|!&DX{~~yF*`$zH&7waFQ_%<*48rGfjjP?o8t;GOY%b>P<*Gpv z^dkF{YWbt51|_U8==sHSma{JDhIkw)2EAaatJ(_9chhs#1!`1f#%RtJ*o4RuMWZN* z?cl+GhPgGKitqy6a<3Od&VC}fT{F*<4%l=hK}Wi06iCl{$T7Q-KnvzL46P7jdoc-; zF45?SW z6)0}KIQ`4rfVJkF4!%x0SJ0>Nf+cstghE zYTo1#8(U*2&;uKKeSf9H7sFt6nijPO#VH1J^-oY3Oj#Dd8;O62F0R*^Tum+CrCE@FGe>xVpFh2)*J)I4SU1-v2 zdn>;+VRV_<2A(`;{U(eh@Rv2?rYD}zsJxyT;{AJXSHDk%lUjShh$aQDQnpdFYd+v4 zA71ikOXb-3#%s(LyEpAV?^R+u8fhyvWfLAQ@Q%sO^Y2mhO@_?pp;-N+C;CP(%epTU zTl@;+edZ9LARF;Kx5F|WFCG3bV-r&44*k@)Pg9u%vowAkW-0q2?zjN#8m6#m)gE{S z{tRHg!MM9LCkO`V4~SUqbG;)ch(qT4!Ro$l?@ZDSCizJwU<5Lrxl(7db2FXQwadWR1I9Cc#w0+5yrX{ z-fK9UwEV-{HMw5oq&%B~$Hd`!;^e94&aB6wXqa2l6H2t_x6PHS^St#hm8GFs!K6K* znMXUFJuxjExBZ$O_?i(FR(@)=X_rfAK1nu$DE`c~kMo_0z1!}c5JF#(&!)p7NoQbrknk~^`7xQV!(14S+E(a7XU3(g`8yM6YbJVj zsJfqYwy4S zw>m#b`|EU5G^z`rn2E4>x|v63aA4=WXZ+sB3OU6NYb^9(LpvoLem190o>iS;$vkH8<0y4j9$45GZ0V$F2R9n~zrlxY98(tU> zdfyl`oNS(4Y@R;V1RI90gZ`UIYT1_~&hB;;1wYN0L-_cNlLV@oQ;xFVEuq8_CeUCh z*e2Sp)j&)D4dTd?J1Fri12Gfd%3GsM3iQ|eeOhht3lp~g&b2etwL`W<j2hMWHxVBhy*fG zALi4LBiJrKR)`g4C_q$R>$G-TBR{V*bZ$zyqk6#lGn)77oB}!M;0HBVtfK{uI1Etc!IK z%&JWjARN`62`%2Bz-S}iPpDxo?ilf}yV@1%#A72hP&K#*`Y>0r9BI@$BthfvLhMOxQ~ERTl^

@$!!||-JL^uc7;~6tJHeh)+QOWik6YR=Zv%~GH z4=g1Sin}{;Ha{&!Iy&6?V}#mz_N&Me zKtMhjKe=9{lj+eC?>m-kXe^N{NUgcRzhaE=w;*R!3#2;EwFmyjr@#G`hPRGHjEK69 zAwE~hYhWp8dS@4{SJL#cgBE;7Klht{rItLnYCk`97VW5;rclEpm__tSam6U$a7QQB zPX59@iF(X~FbG(^PX))rUFfwJNfoJ=(jedEo$~zp-*5Q|uWLa#iQSyXWZ5daZaNlG zbtdM?@;y0~JZx;A`DojYHbI~qu#urUF%znYn_{?f&GByI)EoCP!7 z2{$37^y(r7k+;3y#0Sfo%4HK0k^hiCbn(c z_M~ZyrVS@_`!SM$KHV=S8S($TDCZ0R7%FgRAx|8$@rK7juf2W^KUWf}7o&IORVJlF_& zN25;b-uoD*tnSktFaQ!i|RSupPSY-s8M=yOeU8pP6AFP#==QJU)Sx1+&BJaG>L|lBH>V^{1k4@F3Pn zK^8%X|5QA|Wc#hjfLo^=<~Iry!?ZCFB7qyIIDw? znR9MXCWWfiILRtL!2^X!uyA8fc5ZOlnCMuRLD{%Dg1{({OdZAE{ zRCaAG*>ImtF5V(W)@>i;EZSac$m%-T)ox{OsOc!M@ZC@gSI&Lo7L`h@$|r@Td^&NcJdp&9TGDH4)aQH|s5N)~{H5jO zt15@c)=lEt{TGiy?3$5LHV^QpaN>wRo0wGPQplXgwCOI2L0&XRP7};t0;-&#-~2}& z3u9=Ouj9Hnw(Xyr?(G9LDw)qP;oTewfUltPF<`}=v&B`ZP6@@cZL#Coo}E?%Jc+sW|!Y7Fy(JEYsJb01B; z7M7y1U#YY$0B-;5)rv@N!qS6>mG6WvUl70Vpb+}e4n^5;Fg+3PPhe16G6r)KhN8rG zGI<|*ShgH8_3`wDj}${nQk>sF)IrqZi253~8`ro-#AHw}CDNQ^v-P#R=d7$|OLXy%CH# zk>NrmT7bcl^YFUXz0@+YOzaBfbd*^x@SyWw#$hpPZcSTD!$^iF{QG0+%x_}};D(W; zq+5(f_%om3`=~PG6Bc`<=tLuGTgf?2PLcgF^oP6s@mXpC7&7*+kEqO9lyC)J% z!nXhzi0_emy>FGrHkjhq$%)vBqq|tWLt{Eouqo%O_c7_XgzeQ;vt2P|Rhh1B7mc2A zCE0LUxmqhmj%ohrh~-8=1ljgWpcJPKj;HbL<~b_$AD@|@9SD^%zY*0NPzGo8pPVM=|5ok;)LIjHo?|ff{A2q{6qi^JLaaY?M0RQPDqdPoD z%oXycm(U14aCRn>6C)zD_GcX0rYk%y{H?PR9)Hom3jSRu(hV+Yuj%PdZ}vBD)$Z54 z)MANYTR6X@|H}g077NovKEay<2|9D))`}tWzxRTsvx?Rf_QMcpArw#Ww)tB)2l>f8 zel&X|DBU}$dpi6fGU0B_AW{SX;?p}gQ|l)eXU_#6kM4j@rm^VS4_2CP_n#|q@z}JzD zB8|3R|Eoijm?a0i{Lhr>OYGb2bkH0NsSXoIoo7kM$tE+|NRxXiK@OW-iAT2OAjBt)>qlY6IRJ0?BU&-o=^d|Zopt0UiRY~n)eI*yiiCKBB29`BK-#=4FD!ES zk-8TM6@ovoP+_nqW0)?!jQd70HB1Ra$f`2K0{mT$J5t`wNmUxPsaBzaOMZ&`Fi`up zwBU4H!#8kDEUL>(X4A-_`ojs?QqZmdgP`y8Ey!)q4Vn8V(ciW%z@T9|b&yvwp9U$( zmSN|?c-+#_L#Mond>rBRwADywvRQ|gFL_!N@Z%FD9P{L$4;w1OFN$GTj6(5P zO|mcK&&Iv%K=$vp0?}SyH;~Z30oCJkj}4osSGd@-J9f{wyL))fAmHh41e?f2uE^+F z7@xo1JVWj^lh;T0SC1L#fQOxeYA6Z}`Rt-g6FZ8JQo{&wQPrTebt4I!jA;C!du2c)E}&xsH{h+P7SwY{BpCM;NE=x9i@YsD7XfU`-DVs^Dz3?}wlz-K`cd9pxbN{qJ#~j+G7m*3S>u;x( zmdCzr@MZ7EohUe?;^fooh+yEgDk8nBw%xUpC;X;I1zw$Bzt9PJBE09CL&b(gD^ap3 z)0wpe*%O8OOCy|{Ugrn z|6#i62F!KFxM4PE6i>1HWO&l^_Oz-pBId@fsGbwaeeB4^0r%#AGLMgr^D+Oo5O{l> z>dVGxtB|fwRBZOg-NK6MIzcYkd3!lCJ6f>`wIr}2iTdR|%d0w9IAo|GdLXO`pKSqd zGAp9_SF+SX1pN)I}KFS}n|92iN5d%E^&+ir9$OGIkC5glq zH5zoQy_=n_RM&>>&mD7NP0+`#=Yam3IVJ>hcx6k@Y1%!p=CKrTe#_CkFh z8{@jCN2Y{jq;b?bb7=Df-WDrdP2DK3E9)#0jbQ#@vX@j~_+Ljh)DHL*DK5(Buu$-o%ggm9dJ%7H1`?q7PZ zQs>0g0Ar>cC*)m!330FTJbqRtGL0t*7hsp(>wg-pSVB$g?%Cd?=K=0k{LJn+fIrhh zBE(+;!&AbVIRn32N)fexTox-Mh8R=A9r4QGEi>=uS$?r2&_$eQ(ErPB)$piiI*FO! zo;5;U_m`37_2n$0HW`#4?mAJJhnJ62+htWj%+d{iOZ&F^ar6|L8SNXzKaT+c{NwdZq~~LKFLzwMQs-Z z-x9t!q{Dv-r&igfGCZ34{4sTR%FNb&>O-gxQzFh})7gTeYLqDvl@A&_cc3k?3vx4& zZY^D zrt~-6h@6#kY^RqL&B4g<-2PgxUP)0r-w2;mKZV2_5uz9ao!=1b#K?YSA85NdS z?F|ZQVjZ^XlSc&1{#7e$X%eZeuSfiR3};~r(=q|m^VdKRJ&{ah0$e~(|m*Gs0D}no-_OKzwF|lew@7L z^WY!G{33X8QJeWh<#W$Wy36W&Ex53vv{xmdoo8q|dq2WaX@b69`L!Che6s%MxoTze zz%k(e&K|jcgBj@h&AH2PW8Z)Fp9jthP9p-?|2?neo>4^3^$B6orrBFJbb-5qoQnMW zz=ckCbp_F=%rKKV5lEZ#A@YYVdZ$)#SlQe+*o1Ko(ip!*LWFv;BcN~=(oyjxa@4gd zXNU-#cJ(+9?BUIFRU-kMWyaNLfU`k3%%?Hh?R`8{(~ZutC}?zani>A7{jGzBGP>L` zp267iIY@8$+`alR*C9I293H$9@Lstw8Nh(RHi1%$ch<5-_bushkQ>Aa(((%eUqm|W zi_N?bwo}D}n^2t|Vu(*28Dd08>SLb1zn62woSumZEr7p7j}g}wbUakaXpar>sYsIs z&nE*FgsrTCN+WhsEe||9c)4qzs;~gy(B8}-E> zz?!jqN;M&Yy>8|JQ(fB&!40#=ZJ)5aS^^GQq)Fp=zwc($*+G9=RSRn|$jO4g-?AZ( zYmC-n@)L}-FBF7B%4*b4&-75KlFJk}ILhP`@c9>yNq^Td4&CPKS2{kO5mtB?fEj(r z+{}1XW~EJ#78tf^@de9-R08@+smvvN?NQUkw%Oiw@5NsoTB+GyccP!4o>ty>IpX%+ zd^U?!Bri8gVUpJQ6k-&cFTE*eUUv;wbw1v)r4qfQ2pEvW&n=lhpgZ+)qf`i0+k!zE zJhhP%gDT>JKi#1MslhVd!uG)m6nap;LFyLB^x=sMMWt%JO16|DZYvvHSR_XueUCGy?$!}Gqdo!`9_-lMu1e{ME#Cz&VwZn+1fWI3YsiDN_jEu zk(loNyvN1$yfLKbr~1BEoC@}YCo`b+ZzR<2REzl{vlwiHj!XI)2*p(Ob0Q&E2Hfx{Z+lVl zdTFCmX|QE`v1l0#yL59hfUX}8HY3R#zJvE?y^xY&hqwaTiAY0TN-1%()&*Fq6Zn+fLC0^+X}FT$IW^xRTC3?(#wYR%*Oaf0jxtot=aU)Z0Wd|U3Q`^GDByJPaV zHE4pidkjEI*%a)2R+CFvwdRY!iCeFnYc(l*?Ryv7@axYWxXKHjq^{`Uqj)6DM}^A? ziM|C9KyBN^z*nL=*4U4eV|x$<$IqPuk_y*sOPxAAOIB!$2E;~Jg325b{_A3vcBt1b zwq%R;e_bWrsmibQL9}sCO?(9(D0)w_eRHtl007i0HHqW#cMffiKWaUazJMK>YO{&! za@zL7Ml_uD3g7sZ<8zz9=8kL~+2P+0JmOY$YHV^+KjBTTuVVk!ms*KDisTeXPQI5! z?$+PITapO&=irsm{-DOO0V79IroNZe(+Sez&6lO$f5X`KrqAu)dxXj$(UA%=1weM)xg}qgK+BK&pV8F4&x|FEPRsD6^0sSRu#m=-FEV zvHDKgYHltI|cLN^)Poom6_hsu7gRudUz-rNofzf*{AW zFPug_LuEX9p#rPX=7u$(1mb~{@;j8v+iF1Sw0UWG+=Vn23HAn3KT(T506rZbV z!#5Uq9gG1aF*l||OYxO)44gXZ03JY6It0kqUy9OadMvF_VAGrsO&#Sd_(K8HW8p## zrs8feWp04tkvGxeIX(;etB(Que33l>(3{tC;0q}}QPNNpT7!UTb-0ur8b=dV{+ zm$0U8Uth`={?_}#`kga9>|jW-6nYg&R?tLySZHF@fJ8Jfe3|xMNHWTFHfQ$Qq)@vH zt_6Y=GUrnQQCt)Px?!33a8IfqrSE04yvLj@^OKk0bc3;7!-f37Lm{*+F|dl>LlZRJl^NX~@6OxAL**77?jDT5_Oa83a0yh(x`c}T)abHg2e$vH58Pu4^g5A@R_E~p$KwbE^SBAfnmian-I?T zU%sN9U2~Gn2n(cq8?eTSln4#v6$%-e?>1^0ug^Ufff|4uB0CuDDKxDgH`Z|N@5^;K z^)iJ<%{kjOK!`aG^+ah%6_}&;OZ%+SxWBq*ftx+vx7fnFw_jl-K#tQjzFRv(JfMlG zuMF<(A!Y=7>Y2scFG!?auq!C!j5)T3SYZO!oi_-WsC22wl-%6{?|12o2n&p5NBjoE z(s}tuJD^AePF=w9N|j=O$o=|^_W#k9I827l$fYqHcitXGr`N@(4W8=BdQ0SNLtASZ_8@zL_ zvxMgUajlzzuoM!?3q--azIS*iVV`Z;ZaHD5)^p6S@3Ak0=pFr*Js~xfb00$&i3K;d z_rq5+TKEZTt{=@ee+-QXaXXS+)UpP;p~5zI<7G5YeCk<2%Uow8q`~I;4vhxxAXpt_ z;GC0~WR-~>^L$t8-tT^6l)F!2^E~)6+!cWs4q%mm@(DmVsBj2ln z-E|Zrx<|5$_bpQ%PD4X_rP}$3#hg$4E8cBuV2j_IN>_nKdLIOR0#C0b)GIeYMLe!z z&YVc`H$BfGqTet^*RLp6d4Y{UV_sw&#>X)(_bG~}R7yaY_qGFI++3MiOn75^l(oo8D zm2F2+nlsr@Gu}%h)Je&ATyMK^RJcnj>jl)++Vmpo?}U6-77cryRZSna|_;Hqg6-a<0A7;Vm_0xn=aN`|(!+T^(`XuneIxSF%n6 z7AKu+)jv^g&(Njecbgcg2V_3S(-%Bm`2{^7;C23`)ZXY9y4Mm$mtS#M1I$Geg@ud| z`wsyB)!IYg-@XMj zvJsZgzSxx7JrvqTvW;3F1Ssd5Zi`h33EUG{vV0gr4+{2Byh8D_3{Ik}y*nAx&C&&H zAAcRvVTu=3wP*>3o8OeUP< zRLk_TyajY%v|$98H`d}WcYXDsKkgUB+fg6oV#U1V1T5F}pl(vaL}wrM=n@c3f`rkv zIm12DB@*;|U9*-HQ5LJ)4(QB#(GaYuh<~{-Yg!eTB9c;dGh($hT*0D~8f)9of+R3@84=1J}- zg7yeBaz(oKyG=d{|65#6Y2gQ+N|VXGzs_QcVi_q^dPHgtl29uK#p;(Kvp+V{3Yc8H zdKa4`ep|L;K&)PmL?1+SP6TR%>=FV!TE!a=(ENu&U`KtBC>Ii6av$$q)NDj?gu0Ia z*!!+3On^lld-`rpCdlw>7Z>cniYsQE4@FOFDSRefFrwW`*)`q{=3Bus8p{p3JCEK1q`qF=9 zlxwwv_B2u1AuVx=2CR+`kS9u#sh%>*FC{wP!LUA*oQVORM>VyFR9#Dt4`0mgd6Ee` zlF;*7<8ZITN`{Q!fX4pPNcb2MgNe>fpG{b$mdnQW*OV|(GEIoE;g1-Hz2sW`Z8BpK zV3xlvSDYYjuU5Wh(WhaN2UcAA4Yl-o;5|U8AxNFeH7WIe2)WW5c+eYhWloBV=l@1z z)s|s$CEibv?aI2xw^ax>}Ko z(;#r}Ij;Y1!RNhhZn<+U{=Cw);5oU|QQgV=S}mwXmG zy03?;%(HvH7u-655|rL+-5}yAAt_`xb0$os{rb6{Do1o)4`e9S=e$YD0QH@EC+Z-= zJylW$Xm*<5^BO79D6Q#Ts@W)V{og}N#t$^0Fp<8Z#Yv4enNA#xd?ET*mnRXY7%Oz- zTfXnk7ZnJf&%ti2tG~ErlE&k57c|4&u+I(WDc>UTj~A@Kml{ofwwQMfkU7X4TayZ< zIJ$}ji;c&v&`;h29gI`V`aH(3c-nxqr~9ry6pvZR!?nrmWN}<71RcaGws(rtU!51+ zI~nd`n`Xa5HDe7H)RF1}@aKOVr-qE{3;bv!&_M7rBg#c>2r=5#KJqJTO)S~BE=^e8 zH~Ykb$VjH%cTak4D`A6``rE^%XnC_Oc1dr<9r7>Ko09a>Opt}l&Go~uyT%>stDh{v zWI}0W4bWQXmal|%@4%SmUsv6;uhYLPVm6A0)j0PIqxU>ZOY9unsE=TpN7*p)Qa ze6_)w!71A2v4<}O8M9~krYg+eln%U&X73E(rn+RPNaHad$Wk|0&A7V4nUBuu=6v#K z(dw)ifd3LVyDX>U&&~Dz&vg?x7g4;>E&XbfI2UnAo?7fwkR7@r5bEotQZ01k-tC3B z87Ov3Bv~DkZ*nAl0Cj|Ah==?2bx8#ImDu&DNPtzu04i;`PPem2sgo{`Ufl_ zjplB$J#icD}=$g z{jHx%T|2ofsUQtg>827^7Ai9vmsb1L(0v`pX>8wWX;^eeHD{g=ro!USPEb zltAC0Q9lb!-mZz)zw6t;5*In7Zdan%FbK5bvYv!5`VG$qHEisMcyi(A_az};#V^&P zc3+dbGM$s^dYzA(K*X@R(L{+H9|T@kqrC}v7qsR zY`E_eX2x^DWe||V$|hw8(%-ea;APyaS@Hi_l-)JFegD6)WgdGrvbQohUB2&eNJ>#G z_xm-NkNOa-a0W zlXi*9_i~6{51V-M)S?q+YaSaJf?=$Yxn|UqMhfEX(|Z18OktRvax)keR$v zi$kyPJQ(kw?r~^Mjw|<*KQw!X7rlJV9BTzqu6L*%>!feqZ+UI{E;^yF6Xqu^(U7pM z&k-;#hM|mq1pd>B6rLrp_y+jXnSI*jNzep*1NV_H`6_`jOB?|oWtAn>ullJzR##sf#mw_YpRV+-PfW_?rTq^$dC%xvkd849j$Uf(W)BMDnkcq-uTIYn{v%xS zAf+W^z201^Qrz=GcH@kB@FdKTGye{xbKGK&hDHTD@#PktP5n-G84^PttN?eJPDw$` ze?-pj*PTJnazo>|(@A&1cXdrhV6jES|9EvKUn0_0f!^>JF79;A`01vDsl{fNjyQ*>lw#8>P@bY?r=!AXHd`{X>YiZW?<&Y2u2C zX6W2N(NReTZ#@y+3EaFJdInrt;N#OIp6SgTgW2fz>2o?jfWPMs`-FmQWqq=(B9N^% z#`atogQUxjg&&^7jqE3tx+7;k9q0B&{2n)n&8sj#MZ#YJHm1Zh*%V$hkx&2jS5c;~ z+5VNAz?`aq-l?gn42sde0T6&JH)M)$%JHPw9ecnTK)M> zglP?eoHu&&hZ>L?MRtxaoDxLyz{<}@s$piT z`}-Tb)ncp){pj-O!TLpZWfD=IthR^2i5+ausT%r1N zijW^WYf%to*47}txgkMl}mRbE78Qy_kzSQo+C=%*JJt%6a|}V*7!uSJZ|R z7Q?4+S_hgFoh=suOWUf@1au!>vO;kuB{%ce)$nC!|3M!lxk-aL5xz`j+<^VP4SZ@m04gMk2xXNssOG}r=d_qd;}u9* zXw$ai6F6YO*#m%$q804?ih83__-J=sAoZ_Yp`g^SU!RcUCKsq9W?;-x$E02Wh4v*t z?Aj(W%mpM;+1`1E^aX@pJF!G2w)>P>4)ciWL9Q3Jr5?$aHLNpx-ZCx@fg)tU-v&7Q zak)yUtwwB*^zyaZnS*6T13z4QUHz1ggq-x54>HUOtK+;~)Qnxo8!<<4i3aR{L^B{fp<9y9XFCMaQuXRrg z$}J1K9)N|wP6>XzkuP145Uv5rAS>Jl=mv?7iJdvxMVk6db!_XR`%#P~{6Ovc<9-fW zM{(Ay0AJ{(5EsTzMVJBJy6BxEPBEw7bb%JjQgiTbSf#wBw-U<;(2<_XcmQlYmsG>7 zrKc5?0rN|cIo)vu=s4TLo$eGz`%Y{?ZqC+p!t;A7P7ZJViT}n~fv4rCn?G()%02_bmtThLySf&a7@knITo{9gT` zjTuXQy9u4Ksp{f=Cl1X_zzHOj3SFNRls!D35KZnwy&bGi%;Rc&4ahg;@xz9`$c$p& zHCnOS1jXjeEGliH5^`T2pQAw)X(%C7UupgTXMA%6Me9i&y~yS1HrkDSl;5vACM$T= zv8(F%^B)ZFv1Yg2x$gy*;rH8Xq936LxS6O$SUz1ZW;@c!plmufofjutbh!4%3RBWPQd>HZPh%jTOYkURIA1bFzIb@7U_62oj@ z#6w5x}hb%%4D} zL+Fg)j6mm9i{3$Eq|j8IMj^3J;QjAq+p2Dq;AnBz#jTjBnPjtZsf{aPpb}3x)4M%e z7!hNYb69DDeD8jVD~J{1@`=)w-=|Pub!hZN&D=@4@+$d$Pmo8Xy0h!021IP4bi+T1 zKsmj78Rdu_SI3ioS55#G5Wqs(uYCwAsiT10z$sVRG~;6y?`R&jyzF@uw%cKq#yCF6 zZpJ*dOmUIKpYhMTsKD^32**Trnvkg;Q3;C-LjgpH)9FHmKl9sR;lIwIx&8(X+H!h^ z81DFJOXwmPh-J|tf260%+A>*mO9F19kCE!^MIXO*uKlKv4mH)}$jYdKW7U@41gCW9 z{)%bX7^`h@AWxO_y7UcFPZ-^VWU8)D%%8Noq^kL>tZC5Db7=N*^*A{ZP1oT=>c6aE zMTI!>7wwduy<2QssBZ_Gd}IbqRnvw3GCDBxo4d#bkWIS|;lk)`l$yGW4qp!;=DLkl zG=`tgXfxn-+D|XRt498NEdT>koymh$gz+7L70)g}R7MOaxPZM9F6EIB-vNRaw$)*W zjvZiTZngZ8{+nV`$%q%NYLeemD?P zP1xrJRRv_|qX0`v)!#OXzuyx%tzwAafqVxVZ32*z-bA~uq}kbW%r-Z~Qd8n0Qo0FW z2z+&qK+QOg26H>VzlE(ajvJ!vg1#T|O|U%Bf&)lg{?tL3pj9Mj>JtDtxKl3Ob9t;| zR(vs=gk@+UlF~)a#7-x1;uTmF<5#ESqShoLyb_r~wptySNKS+_YKL&n_IYE?^1RmX zArrFS;Z`oP(mcDv2WCIpddpE0-JF^lPJxC z=o);j1o+{xsZOPxe6rmlY}VYfVSp_JifnRW6PL05oJ*%`im05yxT63SKu+8D4Y%t_ z3dZ=al{FqFNGYc>l6c6l((cK1HBP9)Q2U+SvDb{A?A^`T_adNM*LE98!f}HGID@Ex zTLpvMWz7bRV?2@V2v~uVY|{B7uwp`HG}rk>f}^PfKiw*QhWglach*+G+Bwxb6(jF$ z2~W8VH_@rVs9!!>h1i{!X0S4b3(NNI1-`vLsVZHLLg9alpRg)qECB>B8?}OBd3y%> z=&ya>4c2#;(1WzRZXpK#Lrg@2>a=}J!h@lDKyd2-m7p#?ZxoN4qrTe3WqA6nn;o@{ zN$422*90nR1ArqM(9Y%A&+aYjB2K7OF$_lhXas-%xqQkVDh>bBlADUkE%>UVI_>yX z&n+zg;rgb>iD`gO|10>j6RD7-k@Il}mXS>z$r}<|EV#S)1HJ$mQ7VlM~s^ zu(=sX^lijF}dlfdsY-^Zs_yagpjFXKkMwMSF?%=}4{9^U67-)!^@x`G<sun*KOQNGN0)=l5=vM+ zZ9x#-oBikeu&A=Q=;i&R8>XeM+tY!QVTNM~bSYoW`bPwslsZKHUSdMhZMv2P#2?DV3Kb1m zb3e~pByVP0zsBOw5Td*PcJe@19Fw zfbEMiPBdI_*#sw;LOuuG3@_I47vl%i3@z~elvL+ey9UHeggeoKsVnG??~)=ayK1;} z(W*u|6YK&ciBEK2Wp)1uSDSc^Igp(+1eV)5+^fnN!q`8a2$jG5Sfok0=a5noB7#}` z?XYUmMR?iOy3}U4B%jM~k>_Eizn~Q$8^EYWOC864;M4m`WvMG=!#2WrAs!KS8NPvM z5HpyAgz?Y0`&W$NL3y3Zh{TkW#+Yq)b_H!h%Hj*`q&b+v{4iytK;?286OK{Cv_@xY zq@i+gq6Oo=z9}XTGpa*z2K6BfOfZxyYYRZkH*5-O06L$-m!tDIiG?Nen{TQb-ZAuK zT4@1@4(iT#Pa^)z!vB;an*rDwj-X}+&P*>P=)fKY@r_H~%wzHMP#VB@uS?kZ`iR$C z(5$q;BHp64sx};8Ic-ito5K5{bmiJdETF;>gTC6S(c~gD$710FS?qrAa5l!|?yW{59SPU=Q(D~>iKE*O) z;KQn9rOIQxHWM`)o+OI!b*%Lq{&&ePv@*5|_a7pKmVLbg;SMSTnpH7mWrC=IhNSvS z9|$1&hcI`C5`*1|-KE$4a^rz2_mPUD4Ny!ki-rD+~z3-qQJkjyfjzDLa z=-sLfDfGCA!1A8>#3s$yVQe#@Oo_xv50jb)D zdr(Uls+_O^L%)|d+qG+dorIU&{3eb(vP3{yF}+r@kj0Yw7G*qY8zMZ+Qw98Ph6)YR z0L6Y(Xs2W96+z6gPW((4LfXF(xriM8-TrgXqP-`kh@9W;!8W@sva0WP-k?a?pr zOe@507Ae7P#Ax*1Uphl~Qk=m7aD7{J(v*pkqS=jF(4rbvQKx-4hrgH1F05ZCgB|wRPjiritmx&5%&OKi zqAiLv`tqbE9bW^VLy-mkQUc{rPLxm2X@iZV<7U$`#o~`jLp;Yr`IJi4sXl<>?{m7E9cW|UIkhk%&U?vsW^`p{wPtkno3|M1iFe;J3JnwYE)9}AKKb-?B>5d4#DEI(C^*&~1 z#>Pdb>YhtfeU~=do}Y|#`1M`H1QC`fFuRFQSpwllU;`ro{CXU9uClXAaCSHgpLWTC z>I(DWmE)GvR5*j9V$$!@Ic{5UMGo5;9hUY|>qfx=jUQX8C~pwr2i12{(j7%$l&4l# z(fl2qQFB1IapGbn%u0ElPo;}NVds9c@o^Y^SJlJ7Mtk z3AZ=2cl9^NJOeC?q^&<}esNZYDK}v9&X_DYDSP7MiLWUpA!>F-AVRcrA{2X9ffP{1 z{l`sCHM>U|`D3>xPWwjF=c*G2zQKJT@$!v1RwH7}6ZbH-r{KgRgWlx@9gY+Fxe7iK z^r7Kjr6T$2B;4BQu<1XX4~0t?I|isAB))34?Nx!PUu?1z2fx__Tz%WSa>FOeqJg9b zplX^}#qQK#!$Bi`>K^IGXNJ+jSH$j4P*WRy1$wr0@Q?7>PVCV0qP@^Q7K|rzH@kq& zoApV|*yEtSG=P}lPAx)-=cmK_<==%#6zM&i zGsv0=#*AD)-h8!!<*yh}iSvyz?Z>?Y1M9Rbm%o;897_0mzsB=_g*W)yug)?isFl*C2h`^iUlV9339yuKk;5t5KE=Q%S z!tNIv9w6|Tmtb*nw@!k(msiUdrm5jdYy)f~ypYFxGvPI%=qfnc)^3k^S>w8a@NoB? zbbwF93jp~Yu|ObFH)##b?qy`-78Vh4a&2IVtn8837s4~2;YCmc3uph|eG*F_m|24O zg`L$^E~jS36QR+^c>|mdktE|0)NMDK@Ns&yNN4dV_4@0t+>|YYm;m@OEqnrJeCcI4>J!bsVjFu%WXRf zdWLA#Zms9UL|Qn%{H))3#HcOE-zLA(jq%K#&93GNgnUrZYIA*cmN-m9Q$*f&^rLp; zIX=L)#a@5|+`4|L{%Me=;wPM29E?|Ztku|7=wlkekkRcpyl!`m>OC=?!7PY=yoi50 zU1|EGBAX1m8D>^`nyqWmdfu)dZ7Bj1hZ#m4MO@mH5q=~rC9bd9!wtNvsc;$SRBh--zrRNc+A<+5u7Kjh2vn4C;JnRrg-3?#jAU zdW7I`TpfJ`k%~L1y7AU!UM{iS4exGuiV=pG>hu&8vq<>1OJO*UwWdwJMdAaTMm%sg zM2QpOFMo%!O?s@j?1#gW;|j)v_-gs@H#iAuBEz;ALtE8W>t~S? zf=I|ZUo)GMe5j+6A>G}LZsKRt%m*BoU0+5zGV#V|jvL%Dyjj}h874h?j$_fFu_5zj zKv-~1?g?50nKwX{7%Bqf=njII43|i*ol)+hB>Mos zPqVz=OqTvFXy5$c{FGvBPu6qb(fj>)oPP?U!<41=jMWci8k~DAFG>H+_EOhGjA<{U z8&K?xr7(wP7tgV6@S6^?e}29aUWM8R6dlU;Ifc#PQ*=}K7l?lLCtPbmtm%UFy?-&+ zp&%qh+Yoq4ws2x63|unMR5ZXhXN>XZ;9U@_n+Y`ZUluZPFz4W5{BB0z&6BmTJVsjI zDSK07x$+UG790M8$2zz^;h*?;qvn0JV6g+N9F_&igU3c!dX~IFlk7oaNpGdKB<7AO z1mWk{y+!XpY`9&$-ajYoxclq4^VmwFZjq3zjzbjHw-p6QcGKhyH*6EdVrP%bKSI#& zwSOzNe1rk^`*bruo2nt3(d@@I!Xz36S>Hm7yvBK-o?*jXNT0>Tv?Ih@oRIyVQ|SW! z*fw~jqOTbo`Nf;>vuRNU^S;>oWEKm$waa9x<7_&ve1P>l)x7=|0WLCDs>d*>HhtyB zTvuFWgkggmO{`xIh+jS~aWAR{E}$!Mt1+Ii!Ywx#e3-mPKMNdS(u|P9>N$2UsILMg z2m0Y~y>rLj@1*{F?kpnzp^&{TpRW3USPoBlKIE$;Yls&$(q2*Rtj>p*vQm7@Ocrxeeom5@s#C zlGk!k3)e9ZUqh2`X*P1)3+zToLU9QF3LcP5Ooy+S83R@&}ytfs4PVff_Y(3d2 zf+)>7lf~n5VPL%pIbcqymA8mzJ9+8l7ACCV3^7{SLbsTBxDfv4GqP0;R+vpvANT*| z*Kj*i7y!IPKO1H49wEFiiq7;wmOk#D=gkyTC%+|+n#QR4fHe-D4=ucYQh{Xms0sr~ zkJ3=GA&0{JmarXfqjAB0peGO;(V%E&o^KRnGXNc^<-G`Fi2kA71E zl)xe7f;cFytqS+A*(~*U76Xa`?fd8BAZ(-)?TiG|GX0w4O2rB;k{3ZhJ=RjN{mtZo65m`~?ZoMSiy^oulh)ZMIy;0Dyb~*PJp{q68KWz=yM%ol>ry4x~tmmijiH zIyAB=?le5stm8;a%<6am{fw4o5z?W;6!%qw zv4)GQA}r7sxm-yP;72wD2$m}9-A7uF=TxsOu((~31_euI>84RI_P>K&PrG(z6z0Oh z=47(NZq30(FhwLEEHW8-!oueX1q|v%X4$$W#pLqf*)dTaR8sWpm@Sv91Li1- zUeG49A;ECvYdoagk-~GJ8*|D3$J19vMFDkd&k#d1gdpABFf>R?H%NDPcMq*}NvBFl zcb9Y{ASo@~H8gy@_rCXA>-;$X&szKJy`Pe5sDzk=i;F=O7n&9D17>E|3SHOB_M+B+ zcVzH)K~o=4cm8ewGoHT}I%3QaMSAV84BD*(Vy-6FLQOARFIW^Ac5SdfCZQwzI`z@| ziI8EX+k>(gFD}G=!!N$J5YtOFS^WJk?!+$kdP#Zb=<~u>ydq3_-FUgG=eh?cSSywA zVk5VVuwf+tJZEdq61r(X_n24bnq7=}*Xoclvg;Y#$;NN-r}gZ6;g?)By#>GwbLX{h zG*a_F-?keAbYAPsKti5sDan^h^b{y@uRq8*=!KEMI%>3`iwk)OST1nl@OZ%qPt#~! zE8S)-E;+qCUI3stX5h-i2!3&0zG*0vBX<-RWh1Vi<301L5>bJl-^F?w>;C!mIV;Vu z!bM-j;W)l|+HblPaVLy8 z?p9}1EnIdd)n9HYDeEhjcI_>}ij%=FjuKG^T?gZ))nHa$=3nFmUBE`-KOH6GUbpp# z!+})tCUY}HXM9uqJwx4!S9~Nmd&oB?#{y7ES`WkpK-p5s%JlVD;Ev)qP=|B2*^xRR zAiQdsccW3|vkt{XFTj;Nn;~Yj|j@Fj481)f)^+s}m9yB{rw0{|6o>9EW_K`vbaxIoKCJ2N-cZ^4>3RqKaL)NbEi1 z2_w}&!55^9R~b7RA$xwMJL`wfEY#+mbf*}Q;@jMJ%}cjge?n%`!C_AlM}R)llF-G zK0Q>=d7n-Ec}#dYG-BRabQn+O3y@4?=Eff$cBGEA4v=WTAZ4Rf=x_FSQ{sC6JmS%i zvwnQ%8~ohxS+=z{%(>9>*=h3m9s@Z_)pPD=0{g;FPN+G$`=GqHt|flqlhDSnvz-)p zZk-lDSfxU9ccL_~pfln}J^h{w0AKy<9+{ErXp+Bn58H;9!hmozOn_cl#eU{W<^Q+< zf%+u>TK0)EFo~VdvfxwNq1BH|lg>5o=?_7Lz> zODK=PUTfE(i>l~eJ&tTmE%(kK=erkYd?xuScRe|SUkLRvC)kSc48bvb7IdXQH&lD+ z!;tRq*4dFQLi|c?YITr80{px@j@`-nH!}mK;pVtnaOlcX+!iuyixZnSq+24Uj@rPS z8ji_PIlZ)53-0{{vXJLTKd!KG(Ao1X?i-;tY4WvgJ#lSrzD1)tuZWJ{;W+b)oFPTB zuC6EU=#7$pilckKdPc@6XFv_1x`uS22aZfRS zz){bELCjsyVZOI&X}gy1`&GfXBOZq)AhB(!Tg`GYRjg^pM!ojd9ETKe8>}9 z@?Z{&&wMkK6Nvd&S~sh{{{$^QcnEp>sm5glmP)-hFo!4jYk$jWcU|hqZtEONsWmeq zN<14HHg_YqVXtTd;qcMk8vl)OccZ&lr3V^4o`Xm20s4sN#T<-flko?Vl!5PCx&1H! zJ}%g}E_%1gNUzVL?p`lRbZYD`|20`l`2SK<7$>-+jg;pbsJa<2dvvzB)54#fgjxNN zdkC#kwre_r3weL8yWk(_Y6BnaOMt^kZTQE$((@UUwBJ1-u-WhKxS1;@0Py^(=Bscwi%+N@L7Vw2PWEIW_&X&qXy4AW|?+lI1 zFnmkuU%sJiUv^OGtEqH8efU@M_0}tsZnDq2CB67U>%kL)h*DKVy6ZjAr685NWfHu{ z1|wJ6Qy7siV43(WOf0?K4n%K@O~#SKDCABx{U#DYOO5N(*<5rXCE2_06=OQE zJU>Ul)EJT8fszOE^Ah`evP6Jzj{rlRo>Ml32t0nB@y-3=tNe-ge%4QgZZ1Wd4G;-x zN0eIg5CH(?-1uGip*-niVT{CHfrHLcGNmp%&vg^gfc2?<^4xUS)aJV$UH;QWoZ(1~ z0zZ6``sKqX_iDBZ9Mgq|j2!y&`w~l~&<}T9ipaD0wu~=VA_DsWNk+l3XB^1k%OWd+)=yydd>*97tQGo!V2?&K-hx zbpq`GsDX*dK3^hpc45LAdT(JD@2$eEOwh*~KU3JOU;U*}7-ZOsv*!XR@~IVRW2&#SKbW z7z57Ip?&aAVKE1$cMb-%=1wTOgZwQfoHsH;t6b!L#(dU!M*wL;4c}z4y1^D0Et~5j zYgltI1OlF046DWL@%_3%y8@as!Xo?VsuD%3IN!KB=O2Se(a((OT+Sle7K%R~6HoM; ztiF{UH59~GTRVZUf`wIUS%AQKrac91*V-_7s1E* ztNPujea={0)AbbI&eKL{95e9nQ1Y{R$`Q)x4X%~-9S0F^BvR(FP{%vHpmcPFzf=AT z{LG3s0-h`1(kZakqMG0n1$R7_?+$2>D=H*G$QjX>6v%qo z-sb;ny5qRK9v|EntU2(8a)#+b35#OPm9?iiY>2KANr{_fG ze3$4m;#Tba6$YZK+;JhaJVJ>)ocB(=RX6{v@{=$V-Ohvf2&633F@|meob316|A{Y< za-ZvMiQl3V0DhLcQy#L#|5;+KR5w{M6}0PW$2}4r0B7%JQjs>mL9HY5kV3WIK6)rT zSYy`I^m^{|UXfz4yL%2CMoG!UU{2;p)vO&72(LpZ>eIW!)aigBEz%r5fkvJw9TWUd zfbAUrk>FxFf{!v7q?{BVb>}HbTYq@I_r_HI4NziSVUk<1=9za4ITGOTghJ=j3z0IBCXd3myR$gApL)TgIt6IO-D>bnkYC^yvFX9&hy)eYmb>pXH~ z=Pl|cZ`nmq+e=eQ%(T7;0?bRn{Ij_a-+lQI45t9%-5LBRLD9K=Gs|WKz0s)|K`%r_ z2MGX87hKqWabNg1bb;R9F_o&61p)YtZI71`Z1LUIoDZ(P@5uiodxRU<;Aa&ESO(@y zR!A1aZIp%`Tcp+APU}4OE^j1|N=~CaYJji;G0yLEm4M?)=>HC)4|wtk7tLN}!x;ZG!2sMUu)9q-)CSo9Hm&YD97;a6KWDjJO!o2f!n0UAiluv}&xD%HqO8x}7I zanC8pho-N38lUwl|4oUWIJ7&?CtO{R&wfLTZ??=XUlsz09YK1orlzdSr!!q2H76O` zM>uGcHVx`0H*ZOdvQDS9x9FXhE6Z{;+Rne$qhr=Fr3mvmW=|AkW^^i&oP@7mg5*%)qs_G9{%FW zE9G4((872_$gW5G@J)8lr1=md=1={>4`s`?F&>=RZ8woGhx_EDZckJB)vq=X+_p_4 zq51zc@NjSXKLd|>Pch}*c_I&PlG)gQf#z{E?&IT(YV>bXy93Kgv3uWNKrjm+Ue+o# zwxB}4z5#$lj;2I>W=x8DW71Q4cVJ@vu{_e=WMUA0z4x)fabSUAAOy8blxj;f$9w|p zk{KFGviYZk30e4pki9L zr@H(g|12Bt>5TCx!zZX}o7ik=L^th4JvYZlb5N6D5@o6^Gw#;$uEg7e@VH%i8j#op z3577+s;4SO?A$}6;p(T!Fi~n=gz?OazY7BFf;t~)R+F+lr?96mB16+WkLqTL#E|yp zPE%OW1Lhyo|9lNc4tmPbx}9~N^(yc+-V3*E^0$)k%(yTrY<5cBDeGHvU17QV?wDp) zCZCC~G#1N?iu}G@jcQxJ4Jm3G-I532s?RprHYN4~WrYV@#kF)wMbIl$J zV;2~#qXz^9H?Nwe54n{HhrpT-;sd#5rxv8BnlV&00@&Aq zRqGnBZfl@KghWZY&!-IdndZiJHK1ETD{MDIubSBK{>bm+AK6K4ABLv8mP-cT}JN}u*6(fjdtk^Dd+6eEKb?+3s2Rb3k6`?Fy{9 zfUjvO8olF+!{5T6(`EKL6%lX82p(>Aj`RbN<*X4g4k{>p5rifZWK(O(W!~s)RQ@KS z?>%wzd?s+O;&ADABzE>elwDMbYw-D6^H1kj%ocx?0i z)GSABsMM#sXR|RZs28Xd;p&ma>*PD~|D8Eo&oY5OE*7~~ep1<5;;*Xe1(;6SFZf9S zNkMug!mVKepiwADw=D6&g{mRk>|r7C9}C?$>?D9}2T2uR)@XorG0!81eTD^v>V$DB%N|Jts)zPwoSusIKwr$>{9r1me~g?Fy!buIY%RlM z#lfTiA~`vWcFH5{e1kScymu-epXT}K49B`>N|bhg{cL);!OC+pPOlq;6TYf8@3W5X zBCH(pk{QvFRh^%ZfZjBp`5Z3wGq$2lqlVx?bYL6z8BqwAOf^)AUA4bUAk{70fp|*Kf>YNt*f_aNyo15&pY-W zS!~44U#`5}{rCB8z&>JMgieXZc@x(z9{K_(XAt;pSysO*`Tnm%t;*w+4H)`A;pV)o zka;3O!D1!~Ts3E{cb$X#7i9tI+dy z#5|qu#+wKp0uVNWi_&6a)ozYtth$3-Nou|7gqkh~eKBWIVyQ{-+<$!M9F&S&cfTiPCBiy z_99$}R7S~C9bL-ObU-Vk`TX!OvHxI?v4Cik{v`X6bGP4uNtxgMX?N4(oc<~=RdgZY z*Rrd}KBHJPtYE7sfP1VXJ1CIZp5faQpOwB(n%n_IS|s=Y*HUAq5oh7A%mhHp;)1il zL|K2uUqjY>Uqb!-O3G|?3IX|@h*6O9&0|!bjZafWLVXJ)ZjJnghb5hJhs>;z&>hZB zT6m%8E~nmJ7=|$fw#*OpXSC(HM?>916m=dh^u&WK ze&6u0idtit#=lIQ5kr$QWxZ|i!AXx_d};usy=q*c_A57Wl^0UqS$eq6K75#FVh~pt zoWYUl;gM;RpYv2i)5mddj_E*~+t?pzxZ@|I&BL9zFdsoy)m;exR z#sYBlm+#(JIMh6~N7%2r!2PM!=Oq@K6iC1c*hp)0b!I&1&tOufDY>=q~v%jJy`pbsLilBvs9G?B>7rQ#Eosspf6 zl+p08!5a>Qpezeur|J#mNYF}=wWj-|nIW{wjUoW?)d%MvhRtP%+oM6GEVn_}NG=^J zj<~WAfNBCt6?EE|&-PJfXowu@F|uKzR3fVF3-I5{Ob+V}Br?(D2^$H;wy&tFH*5Z! zKUBQy14AB^Tx2ocZHYBs)WGX$17H%;FucbKZuCT7lu$*}kp5@M`?d(<&#a;@=8avV zoCvl1LzpXAY^fWRfnksQK8#Hvk;I1Y1+239n#%jZr_mWT$3i~2VdrmG?yOk3V@ajn zs13l>J3ROBDCy>lMwP=_bDY0GVs`YxW1eS_J8K!7AL_E|uq>83Yk$_ypuOLC!C1k=OmMvpVSs1I#h5C^!HY4vgMl>uOy*`fz|PSL#3{6s&?P*hVO&&=?qo=>whc8N$XWk^Q@t>WzVuEFBh01zO%8duC4Xz&Bp*A{O-Z?T z3M9dse>cY1w-b*3$_G{Zrt)#we*-DaIiMEsLq>T(-_T$QyNbwtIj*nl{>DwTL-EwM zfK}=rE34qE*KS=yZNgKUT_6X5OnpM#kmoWBGmqNRilr+FK|G_^1fkY$dp*R~2zO`5 z;}fgi@8PcKo^!(3)6W`GbUt$AeHq6@Ggci|Xqi%!|am07cO5Z!5iNtw8LhAD~ zi9GuO=vtM0Y6FW%9t$ni$RuBoJP|>y7A4OwR=7H?F;>%(byn8tHWStfA~FKQcZJ4) zyhvdqaEBW1Tm={Np#`v@8owf#TAZdZ>^78lFzZ8jXNW4Naz#k_@odK_=C6(=Fe2Pr z5E&fnfQf<&UA;hO5`x5-;AMae zM2r>K-al?02g0wnsiA*Bv35+fcRJGw-G&})KA-hsx1vh%d^dAR1}+xjtzBZb@N~`U zD|dY3z3_Cm-{E^PkDBy9KV|7ViF|S_M`$e z!ZKRFDa&rHz&Q{p<2p26|7#6|K0APdt+yAu;Pl}hpfuZw6&}jAL9$n-Gq8ma?K^Y? zruJa*Kd5NQ6eEG3RLr|StzKTT{l(nAbm&ZLc{SrQlp2p#{a91(U;_Nv1ceNS_WMIk zvT!YJ7IY%Z*JYD4%C_L`?bSVeQ_~B<63OBxLNU`*d))79z8D8H;Y3hwcNsuGJuW%F z%e<)-F)5zNcOR(d34_`p8_YljBpF*rEgwz<9;fsO!r$O@{-*a$R3H{cRD}w zs>zAAH%!7rHe0f)YWe8hi@M*?fMvs`(I3vz-2?h^Nq4 z#ct6j0NuxN=}?wrI0`y`wJXnlPq0Tf>W%NIP!=S;bcxqZV_mwZo3^1 zre9Bv%qS9Hapn#~zTKVEB2(T#;Psr5rl$X00`UKhhMwKd1D_Ofz9aUr=@MWdf5I3% zHaGF-zw@QfU+%TDFtHx6T6jhA8?9DIYz7cAC2j`(`4Oex4P;fYz2UT8h-)6S;+q8H z9j`x`cD*3XxArUtlU0bzPXTY9m|M(zPaVzQlFhs)XNL}BF)WO{{n=2mz!nF?h*r(i zKL{1Rbs*8+4l%jpb3egIVpO;2N6_oM>xR!wu6!_$RU&>^HNO_H2!~;K6X~P>EU_S; z{hgsZSNAA*9}>bA{}uJqLao3cI(7~OoJ{zA+L6sa4GVravM~*Q|HKEPbLP8gvyB2E zvRQyHKHDY<(~Z*1gKp#zK!9j1d;Bkd-1XB4O01FCJC?{9f5}6bM;48te@BjvZ;62y zJn0IWZ?Y6j^tl$&WK7wnsGdDVlpB^SEZ*F3f=L1J>GehASpD`nr>!o=NgIAxlcC-F zVU`^-1{?x9CSu{<=O!}Go`Gc^CJ1rs>Bn<>d-EM*yb3J-zz28yS%@-V$FM>CiZ@hO1$~D z?dZTgBnZlknEQGB(?ta>BFUe8tv&p3yU{@W@`j=1HtP9uTczKH>2F~HgPgc3Ob`-# zsMB|{Hf9IeGAfjuCz#cWpOtsBnyz!6eXxIQkqCD0$!4#Q?4Jlt&rp0h>FCR{wtVU7 z+(Y__w|w?VUxH?1doz876=8$j{=pN@nqYT8?oRrkDv2oi-h0RAz(J(v_f}^>xK(1# z_$h=yk>`_6_~-ZZzqr4~?Cu#ne08r2w7`+F%`aPzQT*Lo5=40o30kJ^yvKPONtUP( z&7qAntAwZ)jYH_m8^YOPIOfB>T@gy?bz0*>?k@*$4yhPt3n&jQe0DiUpEQRRZ9bnd zuk;mvm`WC*{zQfzbS94Q!-97@;9JYelgf3qs&|{XM4!D%BvCLrx;u2g(zT!qOr&1}y8gM$rc{HgNLFYjFGHZ#TmxxEv#{wp871`yx@yfBc}GOGb9XC8nB6`6gvdg?bYE%BsL^;tS1n6X zXps>KY@aRSIHIHru-IuK=FWUFuOTh^XA z@ND-ipR%sx??d6g71l0bPcbJ{f@5=4K|Yrhv5J3mslb1Eh+;LT!ZG)47(ZgU;pNc> zom2*19K)Q59G;Sg+a%rT_`|X_(Q0uSJ_`G9S-2d-!353yINE8wq%%LP(5!sab5WBd zaN-Eu9$qeT$GZ#8OTOv5 zQ~5Cx*<8yn4Llfkv7%VD@1hdd0*S5-z53o=krC%;iXeW6r{{=Oy109*p>}Zngu*!P z1#uw}h>LNDkzAj%Xy3IE=Hp>~S?pT*R{C6wjgVHJymdnI+n1m}E^`LvC^+^?v2 zw*=7rU#;lX3#etI$XJaVSpd8rj=$|->us_`-$FeYOtvLpU%D#LB^5SS>irPf>tGe+ z=@wvLp*2_O=Ou!piYsrFL`coM-Xxjw*5~$YsUBvCjwvtzE<=_UOB}Gx`kDFr4-{MY z#9n?2mrNifX(aYuP0azD^FH{ewRP)X4<1m!6mI5bqoWhE%@B!j;!`L{rw5%oH0gK< zakN}3bp}cS>i6!~q}e@aWamuG+!R);($>0dlXA&~qR^T%(#I1tyGN!n@q;DJ_#ppQ z>4IL(TUi9j2UQr(&K#3771hW;VGN}&z^#Y!ixanxpPd=>fElbT4tt`pcHLLb7tvqi zBXS$LLK=8Ftz2M8p3?3l+}#X60ySm~0lHg+eLYh>!ooWHK>2ck)tx)+-l5^Uk%9*f z3a-h7otYDynW`Xz@4oh8)~RY7p!$37iYV&%@>AlA$#`wBEaZ`=u9ymP$p3B{5xyoy z91On8bH$M3?a(#1qK6(|x%*+LPFjXS#y^v&tqqS$@Gj!`h!~??>2z5kU8v3-NtF-Q zgV*gHzDg}aJ}nSqePHm8ridd@=tzC#ROz7_i|zH90^Mxy&&z&B=3qNq#Ef4`JIGW} zu*kI(_Y6x~khHWrv?@ioM7N>qUG?O+^Eq3q_ykzK}IB z2PW@Iy0F#1>V69uD$MV7?N=usQgBNcc5nGL^Q$<|RL*uQ(0e*y@QMVU!1eT$xq8Qd zIQ{9h#N%xJkDUtR-G$`&Qxn(9qyC($HHNL^xFM^6>zaOuC}tixyV7g?#(}~4u`AI9 zLDaZTZi!WE9E&C`kIVo%{!Nc|Y>H#^-^W(xLVj@X0=U~s(6|+W`U6NQArxaO9N>~ z%H1D2C+h92UmL&L+^;Hapgj@7{MPXY>nBoXp9#|l{5tY59p*0lQkJY z+$y^nJ{A0H-rRP~OZG}wI-nwZWN?e0@{U_bNdGl{e$u}4LZg6{*v|qD@19au_#r|s zSMo=R93i!@IEQ@%{b_sW=Gd~CMlUh-WBcK)VR*O@cD$_yJt^)^iC~7%BxiPo)I~PQxZC zNRoO`A(3GvQ59ib^Eh?$j?xzP^#cE7-TW_?nuGe#<8t~Y}R`3Jc=P%zeRfaMBt^r;L?z)Ye#`u*QEUtQD z*0L8lF`LlH7_Vg(@a6h9v=%w~R;*wEVg{oqntaf~=6t$4`ue3?6z&~5O<1=767aJ? zDY;2I3dLdLZ`c`pTO2z2(oaP=P?2zt7}j1sx9Us0)^<2fxMu!umb#5O97S?{4CE;< zMzOvy5Ly511Q!<7#%@<`3LsgKp)pur&g$(cCkcguKLXmV6Pq|mdgCk+&XdFg!RQxg zNgphG?!R05^@KQlVL$I;+^b+MryFDVXp+^7zD5uhv}jjRxKvcZDw{2{@$YWv_Go?O zUvkkL+_bwmZwM3Z1LMk4T~SG>XPNtF+{w>%Qr2`ahbjeZVLGwjcwlJ@-xUd*&|U5~ zx8#Y&*d@SF0*1T;-v=GWMl}9H$|^^Pyc0y`?x@R#9HJwvMDzmjna791 zJku9s)n9NmsEPg0B`sgIG^xsB3H()P)AzJ&- z@C-(1Hu9iIO)&0azIEzZi_Dcsx!x_}>EqR|F^)YPeH1(nZJ{t6_b3k~SLEy-Ai1LN z{;aFTWF@Jo$1%nL8IxxA(>+3%+tBZ)ol}2$?3xiO1%PcCU4b$ME~{A7tqK)NNLpa` z!!6U>PV3>9%Z64_l{I(%=-Kxy1R4>-8@>=# z#Qt6qzWo>AuT+9b-r> zh%=D>Oj{H@RL(Rc5#rd2r0|WtCJvF1@+b(dI>n!`x^UdL(UGUArOOuDX^l0l`Q7WD zA$YmhRaCV1mZnDUYXrrTzi>{eUtZ6`{S+DF>z*U}#>K>K^Yyyy9kE`K2>w$SIT-D- z_|c|;edquz_Qyaun2AgU$!e;POT#z3G6PK~D(wU%JME^TPb(J~AHS)UaI}LRZXL5Q zY0D9MlWdTp`>KlTvtATqE4wN!in$y z)^4POknm~-cP-!Tjd7HSTOIQ>!00}0ssra4E-?Z@i03COqd)MHpAs|_EIG(#Ud{!K zUeL}3<=;w!b@Sud5TSX0bOqO3&6zU-etBchN$xGuz1a|>Tov$XIa8<3@znb1#@=KF z;Suu5&MVG(2X=gqY&_B;v)lFh<|6;6$tP?{(Cgkqf>} zUo5+pW;Tgkye+E>`1O(cLr@WZFHM*zp~3Cko;(PQzBi6vV9VMdQH}QtF*a1kZFSWH zEsjhSbmtN#jd$o?RDu)@LbY1Bp8Q>iw}787uwvCVe4TdJsvgNEs_Eb%f1i2^m`3E! zbpJgGt0o_5N-9Xim)k`_m_v1&0yl~R$o~<^+GhqMNND2ygokOHo~*dM-#cQ4;8QsS9|FKc9P>}7Vki8}L-Ai6VD5(& zoPAY?DPY{(J<(*^b_XCWIkZDYr-!&`H$!vdO1dX@KGiE>N=O`l0);F_1&DseK?C$^ ziI`J7(tTkntQ;YrAJR9x9G7dn;@+Izf7awv@Bmv)oRNP~@is6g8* z0%m+BD!}O#di|(e6p=9{!LcQuw$IgX)x+J(Y=CY$^Z!xga_k z`P`=>W<5pj_LqNCK$|^~9od1=i}P4+=IZ7`D;{gXPx@ON0FF!ll?nrm1|Ys32|V#7 z+U2Y*e$Q}oQ@m?Ea`>PEx~^RD?^>G=`?T^Ie648MC97HmsDc|=j52pGiZKH7Pla4+ zv_>Ws3_kY?-ZzWFhsSMo92ZgU>J~8|Hwg-uZ#`YgcKvx%bn${r|{7vERQY^_UL ze&&jbb(>P}fdd{Q>Ofc#2$BV)QvCbDYS1%-roGQqB`2IXTxA71+;R7|`L$GhK>$aJl_WT;oNG)em`$*QlsJga_p>sdPIyu z;|!(J43<@;#m3hQvTCNMqP!rT5+9$M;=;zU=UuR;^BLE$n*i3m>or`?`J{*2^G*^< z8_8o`ntT6O?k1ac3u|m|#McibqRQK|al3!T|70K<@Uu#wbwm!+U63H}5Wv7CFXHYh z7Ni^3XOuRmAdjG?o#@Xa8M4Rne1SI#CTy>vuqzdd+_+E`?!rhAjZhKWLRRfxr%764 zx)RR%7yQ5FEFWgUJSBhoyq6+6iidS$%@mccb=Rn_{8=W|F-fw zEZF?2$K=H3(8rCwTQ7PuPaMhWKn|PMhxo~m*roIgSogPp(?o+p2PpDK6n)eI`_p?D zYVQ*U!Y#l9+<9Y7d<5H=X(qmeGHZzS#$1PxA3*^4;+-=4+o0!7|4`p*nm| zSAN^ZUJ_rpY!;8{&%R8R-cpA!94-7EoZ9)d72c{`7&sEQWO@QIk zFn;7?)61KTWoqcgChX^*BjZdK&zr5Qh$nj``&LE94OGHoPU&FqzMRI0E0Xs za&vOHvmi0d5m>XXCEKNtK{w#xgRE!S7=eF%*!2KUEX-fY3t2&oGC$>~HM9zV>{)R<8y&FzG@DZ@hd+XBLV6 z2D`*vA3?gEffnU$L*8)RPkyB6IPljwU1?e35?|5YFy-!qR)jXR8p7R676Z+(WR>Jc zCWS{uvHJ3Np06#tfnzVmpxN_GD>*lF0^ZOv&@k=Ff+qBsM*Q7k>%wmltq!$&M`>QW z_&5Tebk4M+@LuV!qSP1sx5h0m|6F?-bp)K{Cs@a4H8BcvQ(V8`jeeZp)rjB8=1yDZ zbSD>UO#S@vZLL^14_xDWP?}_LP721w+EO0}Eh~AxeRKLzF3V zXzYQ@iAn1hY>F2_T3F>ouucA|cQW4AGKM(LuRqoRc}f(xB`T{XW($TU!$70vyTKf( zwzDevL1icI1kwK)Rz*(87eoLL|A8%5OEm%O(Bw}mEOmhxB}A#E)(C=Y@DE}FhlUSR zJNZm~Xe}Vm8K5=iPHdc%OBKG`^35~UDtM~38xn+#NK@#C;dqr>I%$P0tm*H~w29G4~97&H0E#W`O z{VTX0%gMT(nVvVZ@k})SMFB((Mn-Qk-HeE}1k#%mDJJ*nuqRJEn3rG*H4Y?f$|XL8H--w0l;d_L7iOWt*}$_R2b{agg#tpNsJt6uw|yAD=pHh$ ze7#2^U)idw#vH!0t_NK}!#HbSG`2|9M=5M?i#JUO3u-xddwtONy}l1HbH%iCA=|5_ zJT>7bpWBZqFrt4oXnr6=WzbCegw9Z(WRENMXxvrTC{n^C7Rrz&IRd%MHjXidMnonH zfkw~D9${$7%DsYy z(S8{V!ISEW$0{x1ZEW5&Qlnl~@YAc00j1*2fF`x66!-W9+OMlEP2r+}l)kL=%$av< zPHdB}>c)pZiAe03q8qi2PZIri9mi&ij6Ic+BoKR=oeRe)DnyOYTy=%)n|@vLr=pMp z*M9ney83wBcSD+$7wIozK6?M^t)cA0l zA8%mUuMfut;c-DCmDpBfZdYD?kC37cnfv)_*zbL>D>835k@%e}z%9=7{@Zn<(>v(W zHwWNX`Xn=H7PVgX`|njP`JWTKjJ0q^}JjIUj_f1Xa+cyTIb{oSE)Wv zO%-kmb*GF6c{4{({U0W)y^JLG`i6JBrJc_2>MKYTlitBRz`9Ze(*Q1vp>p0yA$S<8 z3wOFt+!CG85DVNq>8pMmAtXHzBg}UuG(rL?XRmajQeal|tQIcWw+a)Ayj0hMU{4TR z(}X>jNBd4l4CL+Gr_T6XXg00hBeFKN^Q8z}?f+aScr+KM5(V4@~Gay|EWI7v5XZO692vi9 z!t=+InVqtDN+%hBaUH9C95Ts|TM;KhLu_==SNb2=85`9C7gOELCvB+MZm%XaWHcuV zN9-{GFBhk$4q$Q$w` zxGps~iUkUL`|0ctFH@o)IHGH7oJ(gAy>;rfEM#_x4q-RKoe52d-3vu-&rX8&r6>OuEgVqe+)!E)AQDN12Hl42LGhcU{)?o-BmZYpgkP_2QZ^5;w$qcD*R< z0G97``r`;j=XGyoobRhtiA>PDj$@Iazu&gCeR(RW z(IgpizY!EjBW2LEa`Y!t3Z4y5_E!145r2YHmAYewh8aTdG)i9elv@f243wagGPgU- zLX4k^Wh!CkhcMk-JIlus!Ki4(dptk6pdy=4RwS5rVr!21j)Ki;-k>A=maB+koo9l1 zHn|aQFRe^Fr!24j`^KDe&9nS}lVzzplX#!-GCP_k3RSsV{HE`9bm9F}BiYjTZhM=h z1)K0bu9$|4&L(_VM;AK4P{xuVh`_q|aD4uq*qa&doR&2tn1|5&_5L zhIsEF9d)CklamhPA(g0=%%STF^2BlGiA*=7O8NvrZGrbZfKx&^tM!e%JZzLTBV4kT zuoMUq^>)TBQ{*t1(l3R#*OFGGKuBSYD5|AsW4n~OQ5gZGXyIM?etId;G6j&nPQ|); z@o$|7HJoM*41o-RVT)jkc6|6ws;_=^a1c=A2pg*|$l`E+{k|OF2>)RtWQ1OvZ$IG=k9!bpr0De+7Z&(V5uqQR7>zsE}L8s-{eIG3iQX1AV6aiT7QhRuG0 zzWt43fFq$jBvSjm16B z36~6mu?__Q0sN3Khb2euE)0ZI=VJc_XHMpUIPB+=Hi%f(pJtr`?iH)USS%|PV{6M8 zVY~+-DeUNKT;EtIX>wGx6~3;!@Ob^|oHNXKFvohG`$Dy!<_VAZ*8qJx<6o(=sxg71 z-50SjJqJNe6oBcAi5h7wPr;p!AR?4As!gNm`E$DlTwVlP6Oai7B4IA8y~KQt$xUa=IQ0xGqbqpH|)GFqau+ z@MJ#ghD_{pV4M?Kx6>O=o)FoVDwqE2W^b0NpP*2=dT#(&P$IAUc48~UI*9RL6+ZXg zJ2?ey_CY=YXZJwru<=twq%`{CnLqE~W8)i~7(P4AK!G)jr^yKRDi}by7=}j)b8QbRin4%mj7j5++abF;pkj!sCMN-W9^G)moEV1+b2RjrDDpZOty{s z+O$HeF|>xQ5rZ!R7-b#V$qfVFLJ~dpUO#aWp zEfv?JO~0_@#8G%l+KaAhs|-<24Q-?42$wBhoR;zQ)e$03RhwFKeDGXhDEzpyP3ad5 zQA$Z2#Os=Y+Mgh--UT-%anD{-b^F>+Lod^3^vWtXO&{hZ*PVnf%Kg;JJx^-rhs)t0 z>aEtg;A4|D{$^y^(r68_Yr0rv@B&^e7J8I3ggY>Nd4P)i$y z5s;=gB!en^lX?~jwBg6$z?ZSek)6Wja|9LLzHJ1~2kG#DFE=h^&AMcDUwQXmtJZTzxrBU zCO}YOGVydEaID!Vs+OnGm%*60_bG;`>QmWD4|TzTUvYiyvOZLl*GdpdSoq6XK--t_ zeJyN?F>?4LX?J(ed>^GIk0DUR6y-Mm8xZEt@V%EFC=P~8@!dG62Y^AHBu4$GIay}l z>-##Hv79;bm@zC{{K}cNBsl}LAx>JNQK_%qDD5_sbZ(OS?OQON^I)Ccy6+d} zH}5#`JTnY#%b9Ycu<5;j7^?)}s9aN2{J;~8iz5WP zW$Y$_FBs=AlT0`Zgx_ab%s*&2Z0$UVCK>j7mVbf_y%PV{2osV=GbkiR0sU44Y5R5f zcU&L;1dmjyI9RRXJkX|qBca>IfwZf=`NLy5JmzqUD3^z2R>HojaqY@9SbpkA&B6G? z@c?osu*77@Jhqf6GjOAK`|_l5??~h^PUyX7D7IjV2==Z~dN#W5g}82fu2Z|xsF=%E zWfhM*ir_0u|EEn^H~n4b#w*UC=|_L_H=ZxbOtz^EJ(>CJ8&b7Sa|Yuw-?uA4|0mYf*9a@X>j`s5caMgxpg}iR`x1a<)~VBLSnR%u$->K z`}$9jLh@EcC45XT+pq`*w_J+3^#94H2w?;#$T6-xeF{k^(9T8Ju^8!~$KiU-I3xH=$d>Dx z5=U3>r1T9(;{UkZRp_cS!bqY=o};a;)Cv&Ghv}5PQKg!OkfUA{r@LCLR@tTH%)mE zb}P>^c0zFWc$5)!a!&1s1E1V5Mu|#{w`hiQhsy2F_QdxCSH99M1F4Z(PrrD=QjYGL zMeP6yiIvOM7uL9}-x-)y@XS1+0j(dK{TID)=x^0-75+pMBfUd>9J5X*L*LuAE25|9 zoyuAm@kqwkB*5d5-Xk>#`kFbfy3wKqpAlRwy&s z-!I3>!%;l*086;smy;0Tui0SvYjM=M76xY{D32ExtOCYB%Bv{ zViz@AR~K(#Mg|<@*2ZI*mBzQYsPfwf)JaO9hNCUd@SAcdy_(Mr(5Z(Z$Og56qCt4I zP`WegK#(L;zsG%_`{V4VKRai#!kXCFoU^a>Wg45@qDaBJ56cuL@vu1;T_^^Nri?K+xfVsDAOl$06`bCWcO+57~9T-OjGT zUq{6oD$B=tYPS4)eC5LHF^Ll?6%!fmee5H#x@+6cv(-C!hCw5ByO!V&J#}ybopStW zfebk#lP_qAp^j4hk{xKpb=a!+)+I!MuO)LbayJcsCf=~usonLG-%+~1Elba7a*zCY z&?d7Pyi<#5yJW-d5eNMB($h2&KVRi7O{3%YskJECZx2LI`Z+%1k2jnj#QPAfqWh2R z!_tt&Of8eZcZUi$CfF9_T4&l-G+vygs@p`qInpJRlY`-QO;tmz@iM*`L`mN%*8|~} z@b1Sa8;VDMlbol(#}g@s3Gf?C9K8rT1h40~37$mC{+rxDI{$%go@}3YZ)R1@SQE@0 z&3$}c68Jy^crN2H5p{kZMV;#Dn-I(F?XrY==Yh`F`D0nOZ zYU3>;92$1Is<4z>L+$?9?F0t~tF6a!1_0=dJdM76#cc6bimiYY%B?Zh8f>KWBdj^y ztwgW?JSF4z2`T=D+^;eUx)Hpd{4l}ZB9j~i^60mKQ0I{p7Z>YT#ceyi&*S{D3=>9dKn_T{s;m=VBre!>P=-10#$Dy4MfM4w97 z=V|e?rMuYPF1r?vyHj5YVTAk6B2^&Q2ksTRs)3#%uD{7a2kK*)|Kl*O583#C5sLeA zJnMKK-HZzNpDFEr8J34?{&PcO7wv=1K`v`r^@nq0(IGKU!^o?nLpzs0VoD(kTPCkc zsZrK{zQry%(S2For6k(i0Gk^$+Amccg=;lDePxqTa0cM%-2 zJkMMv^_(;KyPrR!Q$DfTF`h6_L&W(n^>KpoWYDCJkDgN3RD#>eaRk@B#VLEOE?M^o zsL(OzgZd85g0n|LW31s7h(Tuz7XJ}MCHyhbDn3X+=$Y(_FYwO-ud7KLv?Hu_we~=> zmC` z8?1sEf@R}+G__w&*hI{@gB)9aBNiRXwUmYxW(jOyGdJyquYs`P53`+|seOMhV%&>= z;ZpVj-MB5twxv)8DiylNN>&9N@zl%cBfgAWo4%Z%KE2wOEp{f?4z==N~8%!_N+G*%uKIvsNbOiB9K_d1&_#lkrZrFXZvkvF-I2A!6{$b6pg zN~(vGxQ$S1CyJBWjV4TTANl+78M(bWNcMcv>K?K%oPqr{_NO(g0)tN0L)Ay2pW`c1 zh?IX?jKj9d1*NEZVo)}|)u6Mt^7KVf_VC-2 z|7fH)l>A|QzvVbow_!E`8oVPhTALlsQ6f%jcA@`9 z(#-t_p?n_7(1V%%c^`v1sPGbs8BIw`psJZAJK32X)4Vxwhvs{2l7S^e#(5=*@aKI~ zo(49QGSCxBuHs#KBs*5XT2c22c zHFNnj9W*O$gYUmPFyHxAHfJCGo>wXxKxW;8$x>h0c8%*KlIEh!rsan2X;lJHu8BmT z51cAkzF0OK!(IU~EiICVb|z{_x~htQwI@>WADMAA=q(&3UQup_x3#bODLIC6f_b3Z z8!L7UN-u0|Jb1cp{rL$_0`8!fyUL&$qOGmbs@=@6EsY+;33*7W+Txh3h>9YM%#h$V z<2bFi8|C%;Zq~^UYpurNRq^q8^Me^yPvRNYjT%8LvIcH3w!x{ z!i&&XLZ9f%*n_qFG|ZgAlQx)i?t2Zmv#3#upYG>UHAWsb4*q3sO5MxNmOgE*wc|_7S>olSIcLk4OKR}g z*pf3-^}23IW%hk@Hk?4J!BE4bL;7e^Yw<>5HEf*^$nJ}_*WuHi^|=1CA-gKwuNa=gsffg6QFR#72g}JT?CS;Uk@S;`nQzueZUe zDPXj-F$rY&!;Wn8S3njs>lVDeyM+6K{dJTT+H`J)sFh^@#)j;Yj(aBVy*^=ZgTdno8!>g}2G%E<;zr?&O5H7(o zq%ON>^`8+Herx)i9?Kh(P|=6%_@R1AY>7^BUn$ystH1R_mFr};FzXbIfN-z`7WyyY zrrB+I*FT)Vo98O^vLIX-ao4vp5bUAGaaCUCM51BFRUy$oT8XLKFgwleF*B8mX1CA1 z5;AV>-2Z#W+imKUXiiHi2Xtm~oU7PI zkxn!F(tWUWdzKx5!Y~VOVUNrkJwKs!QUvT?kj}@Uf8-)Kjx9#06DI*~oh%{-rBH6# z;ZFaY{hV(^QcitaR{KQDcQAI}0FSu#7DJ24z`uwtWC)O9zw z-O+C=F#Y)meZTs}Z|%x#-82FAEqK?Uk~)~#aI(;;=1zVg$6QN%tt}U}Cv>2hhUTheKfK zP0;vt2+_Th6b0(H$j+C_Ht~XfYCS|~J_rnEVae{6qNJR}T!mbx*0nlZUnv?$+L(5j z41T|wzFv9D-IEgs(ntbMw2gL9GI#8wO^=3Uf7>oz_v#_Aa@+L!FCLx8>w?M#R_;)ya1X+^Q zjNI7nM(&a8L9%0lnsLSLWgLq(e%h9TV%~Rj0X@*7q_QSi(Qn0QBJ1*23PKDG6UAiW zFy?moM@7Ov8r;fnD?Ckr{>yI)E<>n!tS)%H)B!p`8hObo-w9=xZMF@H`?A=pwH2kw zAJ(^G5am7jM&3jCr-y%@KIqLDq+dTme;t&Ore&`=CjF8;@{ zo$F*-Ej{qZD<0w82e_n8khFLown-NYj{2DFc>6Ae=DDm-6o;$-`cj&N)tINL<@BcJ z?de?CYHt-v!gc)PJY~bI#Z`x}2ltpxE`hbsMWnlLJAhxU?fi%U!4#jmemkyh^eOHD zU-roJZk4Y1j9&w-8hBG~XEKndyYvS!agy3W9~nTaZs@}(186C`x5W&@t&y=@7v1)F z%l;i^m7mNOX7u%oWu~OrQ~NQp%Q>3<6Vp&G>en=LD}6ZzF?z@E(4KC|@-FFc`?`83 zPCe8C51??6^kRWDoUtgLo-ckr#PJ3gFdZj+)7oLeycpO42@P5V?2kP|iCw+br-3gI6w+IIxcR2SBYa{)4Gd@6HB zapq9)?=yEYz?%+GchmEWC9CNGpq{tbfmIVuX;L}%n`WP={lIgRn+y7*Kl6vKC2;Az z8wiHWq3jew4M^8z4o(*uYrV9n+{nc7ROc+mwfEQLlTrJUBeLo)A~KMkhwFRMzF^5o zc-hrX3+ss#<+DSHzt0$qSs?1srb_^siTK&}@9UAExJYL4sc%(#LWgxAYQjwrau%N(DKvTp!2ph~4G`NDS;0X5W@&ut{?!+uT? z509fjw77;LX+s?2$qYBW zTsKE}jx666KPe6~xxh+ih^%DABDJ`bo^ zIe)qL0!l+ilbRCv8uD6j4Qnr~@e!eS+kIDfX>gH>w*IPTxZ4s}b9Q0;fNeVid zVi&e#Y{5A^BP5^C0ZSQAs*EvR^Uh{OoFdke0qw&9O;^Q8_LfReb5T+-2{!;eM?l$p zQ0rm;QGJPKa$F}G?!c=Hor&~Cnma1&Lzh3(@Tj` zxT*H~?MAPcgLS1z3)~Tr696Q(Tg>FDeQ%iF$!U9Sn)Ndt%}C1S?yQu+A=B4|4e554 zy!0>^4|(sawx|#hqngP@Ocy0$7A59KeyDy#e?0!ljM@36xxFJgD&zU!FWc9oI5*z~u$@IR|iRtQ%r z^&Y3O(hrUY`Mx-KX3dU_*D=d*cu6aNmn(5{lX@3OfCjm?=O4O3exY}57_%YHLVZ_9 zKiU%8vR)(3pwdV7H;{*ZUbu_3;e6#}l5;llUE7iy;Z?AgTg%-S8~r;odghs>)=cQL zDK6Trm-Euab84_glPuo|P{zgbG> zAHR%P|11#SP5TJv)wmPL(01z{AS<3aEBP*LjV_)n)Bd9}hHHcx@ zO42%lnXJ-Fa}W4Mb5yb>+XWd3Nk5Il2B>Jn%R8(_?~eFRywhtUq`t9y69xZf}%+wMSU3}VTvFD1vK!s0<{Rb zMYoKdghp2@2Vtjiw@YjeGA?JMse$)5m{5uEwPRg|tSD+`kZUs_Sv!;%m9Ker6Q@NP z9kf)`P1k+!*@E`8bwr{@8Tn^has2b1IM{W|=ot<<$IQh#0ME-NDS)*eZD?OC>F|1Y zgk4h&m)D3!3>AU^Fvgs}{0Np&8CmJ47wN96s?3bg)32-v0JR~k#NVs6_NeTP~ujMR8x(b%mInoHxuOO4#H#H41`z1OX-p&g6lo%o9}d(^f!x(fAO z-1=K`s{;h6iDZYoG$iv4QUNtT$A$KJ!kn-S+tK=hecA}2=@r8*mfd2ZTQ-ydXd09v z*Wv4y1{d>ZIdHU8^OJ{#Iif_p8_8`9tIXl@aO2FSA0#coZf_wyEZsi5w*Gq8xkAIX z)Z@X`1Z%ah^ROjD)i$||g-SgAP<|j~>LToy-`t^^L;?<2HX-zGIK9x-NTtcXi*our zW^Tb?akUNb;w)ySO0-K%-v&TlTWd=zzLwnRJ+RAzare&>nG3>fPNtDK#s5W}dARlG zC~*$z#<(DE7~_rorcSiWu!<%8w?~IDEe9D*_j^7bm_2vS>+@E zbU%#hD9dyUwC{H01w}JXL=Q~RkIaj!hP(Ez9xvkU$}^$ClmNZ#f~vDi9thv~pIKpZ z_TeDng};z)N3^0*9ebbA8ZrnMl-@C{>(GF0Y51h(@odf5dR2P#x>I8hU=0ksaVUPg zzV3{;{FfC{6u;wIi!b?*9YYYS$td!*l$j!c$Hl$&Y1QcpP2i^A*nX2;gd#_Ck!s5M zT@&4`S>31s4?!<-&SUk$E3t0%=#80TQbDIuZC4KRDA0xEgrB|nFHS8O7Mp>%Kx$J)kXc?HfRbJaG&AHl88;kBW z3)^zyyaJ(iH?m#F^_gO^`478`!$p3@U2nECS@uaN$`6Qe595@0^EGb7v#g?` z#Xw0L&-{7A>*0(fcF@omKKUzVS?}jv;|*dnG!uMM}Nsd+5azIOFN92a1} z#wowfV}uxw?+{tl=FJ#Wim*8Be$;h}M_D0lJqwr(Q*X%2|MtF0> zE-dw9^XTWR)-7WAs4=}Fw&67P_p4pF(;(tOZD4T>KDw)#wh66pdpev<%#t)CyB)=I z$MA#P5%z|^!X9HX#J^{$aH%(i8!fz8p4a&ypgyy&*g1H?P6)w@7&%2QW=9|8P3AE$ z-IG5BE>SXON99b(ilJX5z3NsgUxB_w=|owLkbW|-uKy0Eg%345_a%X^7C(9pF%rVC z0j=%U(-Zs?N1wJXLn4yLKDa&-hLFWbZc+MGrqm$uC(gx%Ol=XsTu;`48rF-k7MVX7 zjKw{{2n+RlTYchE_u@GejIUbYb1+P?Z6G)cSG_>1&7eH8XEibCYOdOm6OJ{6ldyq8 zjsCj;CGh&?&!w##u$-?&b*i1wl^$C`J9^1IH z4>ps&+@Z$+TJ`%^^!(F&gf<@IV@GKdnHSm?>E;=9p`fID_F?7OFAa{NjYIV5DA7fC zLmpA4O&f(Y9vKSA)U7oP8H2I+)=fwz@l)=cMGZWmspRM6lF`nQQl|+Vl7F?-1 zTlaPC%wfH2(c;I;^+Kp+);vaCYy&vn1afg?~Cy*@jE+ zcF29D76to#?v^(?JXUh}9h0Pfbn^br4qR;p%`DZcTAZoJ1s%_^YvN9f-QlWiGxj{I zp~o-wxm^X5#I$#Q0=OY+FaE7Cp2&?({LIy)$MJoHzUaBh-@uo=5E5Y-vW~WE#snRt2nhM%r5bAKup2za4 zPj-dm&(s9>68lth@-yBJ`KV|x``dC3{3vb1vDo;I$w$`HS*Yk7B8Z3b&yg+G=5N|0 zm}j7}ZR~|;MhU8yW+eLuj817hc4MK|ivDG2qKJ@q)E4^q2^P`Z>0_D}yZn;z2-d!h z!Y{LKl9Y(2|3?je%`*BR8QFsV(&!kQuTv+W z6q9q{>DH0iQSM9A?t(7Q$B z$ATYyjcH|?Y@>mq!?xM9O`;mo_^P96$%%M+W9W#n_o|KWF*!T0SH`?ukJT5GPp=dX zE9zXiNEzi`<<9%`Y$3aS{mI4Z=3C%dFRSbBaTZaCcl|b)h{diW5zSQb5l(F(5l~&? zF3qmByxZ6oxX6DKP@X>nm;V{ZUMyyy`RF{#iA^- zqZ(Zb4FwH}O$MnCx298k77pjvrw?u)Q2Xl_;bh;A*dNgEGLjSf0dmxlJEcyZwh zSbP8E?Ov}sTEn;=gyEv3&EfK0QBAk})(n3Q+YWW9EB_<_es2KP=C{gow2Eqo1wYHrs$DXmN(U zF&L}I0G6Yz?H@d7Oh8)<^K@ZVPZBliT_S5DcaqhWtOd0hq0vWtu>AZ1(=e}M-ar~X zI={7XRJGt9!Gy=5!`D?+SV`O6&u!>nqf0BP95Z1L zwUBYEN%R*WqnPPmHG{DXDpsy4w;$wWCS>_jt(wZw?tLe1(KTV%jOR#jIX1G{_NoNa z;-_!c=n49QBngC!64x)s&X$urAvKi0Wc{zRF?uwS46n9#^$twd+7j39)MOfa92bh7 znq;r@o298Y(xOv3RhtvjM1pDFJ2KULHc{)7ZdVnhk9sC=rYil{*>NwqnO6mOZt`4; z;0TmOBtQ$lDIkN&ZQu`Y^q!Yc+RPv-#rYqxvM;4+aKzTP@+|g!Pun%F@aJ09YDM%{ z;b$mA*+1o8Y#WXWV^~QrDOJajSvX!TWEtD$V1>idq0q`ot|5iZMTx>gR_G+UJIosA zll7#p+(PmkgXY=dpA7$%31`JH1sYd}fY-g!gYR%D!PDQD@|dA671oVgIZUu;AWqk0lHI( z2XGvN?;%=u)wYh)_xKsyU|ap;AjWLQm9E$jzEiOxBwq%S|AI8|!7bo25WQF;LnT_S z+n4OCYLkdJlTD^wY@RReGq%xAZQj=`o<)ZGBY>>&w9617AUoWQrPX_uSpI_ZS2^FE zWM`uUZJCT1yYb)WB9GVDVvH0vNh2X<`~zEn>=fRw0q=iSm*PGxslLY-}A6V!R4(u>DX0CL1R} zbLn=bLAU7E$bt}G?k2Q#DOpT);U{Yqsjasr9-(F1j?Q2D zp~!h)FT584LH1Tl|7sFmKYPA?KZXR?6c62Ny6d36mycW0w!|WP2DG2o2MPMqk2!*#n*Ie{Zn*?_D6bplN3@eH z6Ll&AekdBN8&A6+joZt)$8(C*pZ*eokBI=b z3`+?iCpg~LhSh#xf4)%s!K>R1FZ@H~M{KvZJqM=;SwtoQhY`}9YVoRxtUq9fI7nOH z7tsx{Aj-GPIm#Y=ad%{lId{ANiP1jg{{M~HnF~^OfgAC!lOh*`6t-u?5wXH4qZ=Bz znHd58t&g79QUYgn#%UIve?eU~|AD#8n9{ILLKvnBi>`_Rz=sy;tGnq*G$f5@#X?ui zPGV8if;B$dVY(tQhrL(BPleom$wP2+w^groA5&3>yMe`3vjDr@)rEI$6d ze&HEpQ|Ok4NTj;9k}buZ&+Io`NB6Pnt=-}D0zDmE?JexDydSq^@xN>zp*XG4NPM=R zjxXSq? z_aX|1%n7vfP6YnR)89Ors@e^VA;t1SU^50X({7uUI_F3GJW)-wB8027)6fKnW38(F zK<=-9nE_~|%Uz9j>t+pbEico9aDutzuEqGX8CXkvKr$0B&(UKsf~O$W?O0^}w^a>? z0ouQ@Qg>6QH~30`?+pp3^vu0!JPg^N7!D$=P{xs3-Na#gGC-0jb6t~pp%hU7t_MRL(T5s6 z7%u--Ew}SB-JHCioF@0cmvBy6dM`4J&~hO~*Xh=fM5E|4%J+iWmC%%>m5XmcT1Hig z2lNfzs^Ec6E^}1@zHpxaao=GwgrdAQRp=YD!Dtv8KPk!b-R%$e?64|k5qaWw%i&7j z5N$BQz}UgQ~6 zV=ODJLi2H4IH~D$Xo`n9!CZa+iM3Q60LkB?JhwHj?2;) z4GH_2>g`u>iEQ$20`1aNsA=Vy?Y|4cy#%zOm-E7HN{Ua%11;VlqF+&|T4GGPVRGVx zo56PGd1LI<6!aT&+<%sXYY&1WjglaH0tTC{!JF)#RApXrugqb*A7CXbxL=?k%D28J zxs0c~_?A*~EJJg!eSKAkJX$8uy^X2$)6Llg{5+zErOVOwdAxwGRZyLnaLV*nhvc)d z6gmRJ2-kzZ7^4`Ki%y(#QpsUeIz!a|Jl5fUPr`5ZVFR)Px-q+vo)VqQM5e^vQE53p z<i!UMGm{=NC;x`*gqjEH~n>AN*PRJ*zAjP>8m7d>CUh80bj& z$RmjN%In?sU{DTSLB+;jU-MB&sM%8{ogFT;@6wj5_xiA{&~l^Gh*?hQ_AjK?m%P;` z%M~!W0TZ8*IG&!7v5q9jG5^O?&Io9xqE%MJVT_Pe!U?0lrru&z+AJvcbErkTzp0Dm zA7#{hkp1zdYw+FsG3yYyw9d%*?|yu!G9irCi$0&6P?suw578svtK4RZ;l^)B#jl-= z)U@DP?5T8F4VeAoPy)~}T{39g$-lh0VD=hoLzC)0=v=b@-+_1T|Cj?VQ=CG-mOr?M zOWP?!?A-b+`9A{18c!{bNZ-cLGofCWBdDLQU|iJvFV~>8UL{=zyH#g4E(0j{y1hD} zzB-(-9R&X!=^rmbr{|!{3N#x!EeXgu5!cAy2FAJn~*B7`s{vpg41djI=8YVa0-PT}UPCbE|q zLu*DIv{^f_k`Ia}&AR7;Bc&fSEbNMh#D$o%K{`gVR|yRb+o5rA=5i7ucr z$hL^+uz+i=@wDGsadvOBAnO(X;EShgHQqzCdaSl zWMuDn<=y&MC+wLy_{yb)mHiiu{2tWkXV@nXsX_?cs9#^~mSWD%y7Qwvhyo;RhZ--! zGg)5u!rvZK(K&<=#RP0VxE+IDmEyTwStN~^?N$`9E8ZI{5>yj3V)p4Cg~r(AeYct2 zT|$nrx_+Z+K;sl?sVDftcEo(*5Wc9uJwY(+cD8NqoerfGl=g>d z9V^QGDFnlMB$Gx+{{*6*8b4a1pY&%B+-e1+)}P#r+r?e`lEZ^N6M>j)cBG;0gav2_ zF{L|=%+F(uq!nXUCQ_8G9ZR?+?gxA$oXJ`$blW5zP99g2RYL=F2j=JkQGc7Q?;_`5 zqU}n*%ny|=T+f9Kki7J&Le=0(DF3byDwba=F-qgZqIOPP0#MVDX2ZvQ#Ttw~!NN?m zNnyg(UAgqz+~=vQar+S`hXhw8ZzLt+N2F1*r3HO<0bYDeRMM|q_bc$Nxab-P9NAC~ zY@AVP=#hqQ_~_oeMpsZ{(K8Z*JxDMrB_|$Nfz%CPznoD8?ftVZjY?KXK1Ti*yd6Ve*fD_a^_I07qi9%?(kefgafi?TWD+5moo0 z(Z^f-iei2 z;TU-P3Zm=g-827!!-OHOh$%4oG|$4h-3rx>dSU1>0$PnLMRb=Z8q2JRk{ z>GZMRASzgS_|Fbs|Ky7#-20ztP)KbHHeT!#W{mbh+h3hqYaELT^ObH5dUcWP_bA$& z;k&Nje;0$#AxpFF)*K|qDwBC5Q!*_GpNq-9@dg~tBg*J0{mG-Gs! z<9l53`(%0ZAT+z*w`tPQuWfg)qHuj7PA{f`p58CbbI)pHv&}eQQ*XoG%i%z~Wj%SG-Fq_j7}$ahn)}gzrXt zvS!&`aa_tDzEE4g=kDdj8+|#!Z_V^G9x>Zd+PuRddLm6k|APv>uF5Rs{nM8v6o9OE zMe>jdFuZEz=%ZH0_tZLn+YA^R)sN6oF$TnjPtS96eMR@_ue&m*tgqDKjn+qtnVf-tYd8XOP>U$?A zo%bU)vWXBH3%+Ejq1%CNB2ui?$vrP+DwtG;&4HVMCiCXf-UO$y+v}HHgE^kiL>d~} z4MRDf9%Tc$vHFnwCz*e{`yxKqCtN_buq=c>|p|SIdgH5 zX=m>}SebT&n<9S@{&;fCl>Hf^IdSNYp2}Hf+<$3m$V5?GepjCV#h+V#Sepk^4z0CA zLyc+`nw2~`P3q|E9%3b}a6iHmFrQ5N_&n?N;GNmp#=XH#cSR0=V%>e{Tk~9bP(F3J zvs!T_#xa>YjAhJ1%!v{g4e%3yK`oWnoT`VX!dpdi{#b<0jWs!iX3E<>4$3k=ZUMz! z{hp_dEdu9--hsubH(KHE^{?(%b`N)}MWOhVU6aOldXVWUjA8&Tdgvv9Glj1ftD6*c zU#|4-f`;YP_Yb1P>COwA9M`HPo{!XM0@k=L5@Z4Pt<%5#&5c9wR_nW*|DkrK&U<|? zxWV-6U_8#VlD`4h9}BRFqPCXl97r1O&T0vtHdA^j_wgk#jA%*iDgM^do$O0(><6f$ z*OI!Ysj#V?u{%pyPDE&|dp4=Ky5lF3B7*1(Rz69|fKtL#0(1p8gKnE+vuZDop?6>$ zx5Mr>i&vg$2h8{EAsVmuNiV($=37Q4xs#oqF6l zdh;J}-BLaG&pjh=^*}K~uJ2Q|jWeAy?`hY~^C$9(=LEzmx^3?F$6f-6T?;?B_+Ed* z+X_VhcZdpJhhnB8ZlDhh6y|rYOR)fCPKeMY*WOT6l{RG?Mp-3^X&>Z!h$k1Q>wdjZ zfd^n4(?Q~PNS~?do}I)O9_&U-4(J_y&{m&^B3cT#LPfC{1GxI~(2cBw34ESY*KERL zZ|?k5h<`}5$C%ZzLkLdMXrH_3PlKg3&}?E~>|I5=(9TnKyz}G)0N@ZF|kl>bl)`s+(Y zn4jSk&ATR$i!JVNzA@BP3se??N+Ucm+}#qRJBzO5F-}e7@612n!tCjLyLl+jD4Y7)7c$eRA^CVXLz16@tVT~W_l*Rr$CeNKUhKlyiD}RW zAwm~p0t6O+e(1BW%b0&f@3QTGMN$gf+icRZV01>=WqiOvm{$h;bqL!%m!?=_0+ao% zc3WN$cIikLkUV)Asm_bRK6qR(@UA;DQPA|Y1VVSK^}NB8n&Tw=VOh0%tWE`W@@Zij zI)6tcH+>SEb4q)R>{Ng4B7Q$5sHpNcS}qEg11tEha=8p17#vm0u)4RP%&Vz|fGb{lAClp)7!d4f9PN=JAojXr>&78TInE}Gxby2?kf zrn|`O&DCXTxewq(g^WLeT2G>vn_o3 zS{AVrl2Vmq^0oGubFRvUkPVSK6ZX>n4dqzBNYgS!f1*TQ75=O0HWiY;gzcHTkNYV- zny1}~Euf~QF#OTC7CcZJHrLJ+)%*;4n+m^9Ewm59_cs+`4(!D+qrO#x3y_PCMQpMi zi;MVk-3O`v3}#Wqf)7t&<4KBVy4)UEFapIqpB+^!lSUf92hj_qs6%f^RX<<+N8FIo zgm;tL#TA>;CCwzWZZ|D2rQWl(k@IlYTN^lp^^B<4p32N6A(6;QcVt_7wcMpYYQe+j z6Zy1yVRA;g-bBZtWYV?fY|h5j<^0$-NCZN*34HOndAumD+nFy7#B{!SHxcPs^699zgaIk(8bImpk`NG(?(WV(q`Q%B1{mVyobx`H{yAtn zH;qO4cVd4r+boCf38VQ32?qNcWoV-DtIa-u(%*iG^PQ4|{c?*4%_KpvS*zSq023<< z>I>(@aqIKSP<(pU7dDjv+CfPmE+y_6tf74-mMpg#9lS> zPa1O<^dud>#v*-^t3m5;f`j&vQaP$SEhw!BbUA59oPPFP>7(}Guxpw9{#nGf96dkQ zRZwZF1*Napy7^FjqMqXfqlRuj8&bvO36%q}39t+>E8A;v5~()}%7v@@|MIXsB>JDD zaGbY_|G4Cy55ZHJerF`b7J|Le?U+VFd^PM6Vju4G9~Qtk6@W7IH;6vuWZJ$5wHrU| z=R7-U+^@#*^naFJsn#dbL;k?}NKq#w1P-9sq%8u$I7F%2E+V8&#wQ`ZUe5|ircc6N zDDxg6`ARoz<90c;!2^n>C%LWy0t?VwklQHXNgiLgU+UKYc@kW2z| z_D}#j$g7j4dB*LkPa>o`6Bc8aafVH3-tJ3R<4Aw})e?dgz&x*YW0I>8Xaj^v&m7fP z8(};?i$(mz(T1B)icyzm6wB12F#j;TB8VG~+rZY_c-C8N10!g?pTd1a1=h2|nYI=h ze^cG=A9PQ4&Ob<7r4=GMJu)ha^R1*xZC@D`mc~%4s|%ya19oFRrY-MWMTj!<8eZuW zX*g6Dy^2UTvt5v1{CIXN(P`_}E;!PORZZ{`uVJ>l=5(#l`Ek496w-XKl-TO4;g{u%Nh7Z#*% z@!(!irdQ={uG;e03@|@Pt3cbTvBhQlN@YI@&ij=?=*ME4jq8|^&>Xy@r`!Emg+kT( zZLI#`H-YcalKk>R7|c(udNdr=m=ybUVjy`mZV3vvnIbAm?nF6#y?-yv#dcoAV&oK^ zL<4Sixkl+};(Gi6AjXmn@lWfNosGP7csw~ZLxo7szmHGx3vWc(h9{v^F%FSO*AUqj0iOLAo6ugYu+$CrmFCj0MSf0$EjMHYY6FQyHttm9 zO2SGe)iOJYrf&0p8|~jRcTm898cwP2f{7s;^_?6%HGn6}j zd@fKPAjEi|;PKHzkD|)_bpGY})_3i73$IF>a39?-kUS?2`OkMpF`iq5By6cuOag}L zxi@|<6bl|u`&;QEG!*{6`7d|I*>q3I&S)3%PzFho2Y$hp%{;a9EVeNQJ%5p|_%<;;i;tEBxKwzWha z&g8KX**ev|gSgmjjSm5!{CYwR;8;~(-J7Re&)(S_A9$J5=Koc_xxf6;uK#Do?wh4x z)Ig}$7ELNoL>lEBzDwJ5#B209gB~~=gxyU_+9ij;*h9sJnj?MsogbBRL*2&yqCfe} z9qoL{OK=QP7aos@$5|oqC9)YC7f69iSb$&@A<{vnbn;8LC=n3{QLmN zbU;#hVFxzryd{Jh;j3}0tOGq2q z(CTrIxHHCcpY@>pMvD-$qAD**$b;tQx=9uz=u5Px#~2lTOjZObtrf_)HRGo*`&W$X}OZ=HB^+~}D_V3%0& zz>Uyg_;&1#+nRV%KjYU7*k6Rt9M`Jm!Bzz{^JgcM{=b4A?Q|a3SsK*HUy}v-8YH5U zjlPdzG`A_0!=YjCSl=(Hf%5HTl&|xY{L1k&$aEldyqyXux#u;GzC0L(R*ptB@tl4s z#xg;P0Z;*R;VaA1`7d*vC z)6f9P?p$|`EstN|M-q-Z>XiL?B>Yj3=b=3{+x8g>R*-0F?|gB$o9t?h02a5ZL=LX- zBB8Y-wz0;#fqvMcBm;>w6}6XT4lrtex@`NI(h_aRFq+Y-M!`XMi`N$7bR4|vL605R z9fgCP5A(|(>Gifmj+prJl*VCm8ScoVgW;(Yo6m#($@CSkMd2rCqi5TJwLg-SZ0YMp z88rz_gYA2)IJ)-j58Tu=2EI25&r8H+Rx3hJwFcThVrl11QJ%iD_2f9DEnEX`VJSH{2NlB6K zhnH7GFDw@>&Z12jUYA|Z@2e2}cyeA`Ub9o55v3KGyinPSyP_m2w+2{|>Z*L8?o9PH zfWZ>^v3%cCS$$7_Xl&{0o5s^E1#wsAmx(%02uBd_yPcXxIU`E> zQ}*#T$9*~uvGles6@*E|l4!nfWF00xJT>NDWgY*w_jNH=07TMY&gDhzn=@{(WSChEx3625`Z!5xlIMYEKVmFE z4W8V2Uf!KCJ2|NEV!gi>E)0M8sV9>n6bVTj5<*|<^=pml@5WWX;T6`)lAM*uG*^Vn z^9?34k-l%FPoyRr;Tm_Y8b9{5W3Q1j7i<5n`{P`Tqal+1!Z=_`mw*wO@Y@_?x54 z`I(5B@vt{~ZW%&aLu$~5Oy1CTM|^J}*^XvgP|NGT6GMJ9K)TzK2a(&At{ywr?^lR{s68wj||#Y8^1e(8RmsYd>f*PNj2`gJtpS{4I^2xQ&qFQT-(9q6MX6-SH9)(_{(6Vx;i5( zW+&j^_+Ji!^Jh#-8CnYa!0xV1sEJV(5?ZdO7gu(kW~aV6oCz(8f;(spxKTc<$7w_$rjR71wY`&m@k2=+ zrh_uZ%4?!a$`1gYTO($y4}gMO9AA6o@t-+vMl9slqPqb`(E1PL^k#iI_M(ee8AS~_ zD9dJp?iog zIH+e%iMp?_c<}p-@@gInN?09cu@wABbN7Tx_5icTdIO@4LC6aX+*C6jn&YY8Z0O98%#Y&mrCq6zzgTRST#V=|C-&eLRDZi5U zZ@k~EFgrFzo-*5WUxUJrWliWBnLSMqfAygkT0?5oUo+{`M^4KzvVnTHDjNmtY!4s$#^ks ztn>W~`W}!Q8}`+jpI2 zP0b`w8TOYx>VNK?OC_fZx4z(>z?#%2Z<5!1z@#Il6cPZ}7`=dyo$92lHbbae3*0qn z0sD{=``I_AAx>A@J8jPKt5n?hZX&FbSi00dLV)4kG}Ukhe|JTF$@PUYq@DdX3`-cz zc(gn6`mJuBEOp-n*6K`1xV&}+T8TtR&?)_G5b@`1gvwpaFZes-`#V0lrKfrg6QzFI zMedmd8>(F$S<_4Z(VlKEh5euQw8@T@=rw}30U}m5I&5Ygny9B=(Zi>Ywj zs)5O^7IdLf{}WQo88xne_aIOc8y0;PojDMAX@dOl9cvY(3f~=8ekF%SP9n?Xr!KW% zx}|t!bF?!XQJwtejNp{`vI3|iJ55|Z8uw(8L1;qXIP|?qP6wx zW}|Z7$6YKutCMc5AU&G_qA8_#eb>s%DP;Hi&ao$c=hv0O3Hfmf_VbYKMgcsafK#df zMO42k1TSaNQ-X->O)d7n5BbK|2tC|aEgMg??h9Zn(cF1!UN+wgaZ^!f(Ftv)cy~C` z{RhZE$O$o0G z;z?U0BN%|_5zZeStbE>Z6aQjViWgxB8S;X52s%zQX#NZLf6mTVB6Jtx;}eOfgMDTX znkwqy>cQiA93OAk`#Tlts&U{x-660X3wF+3rbcDrlWm$v!-%zPTmVC`m}=nyGQ_HC4=OL!Q7rV12^22_Q|4r!3ld4G}zY zt1p9E!dg1RUFM1BnCaU5?C46=jJc9+44$Ht|fr~`aIPVh9DrcSqz z`BvrA_hP4*9#aG?v}?h{)4b>C<_&PwvaU(}V^+`9g#%vrA0PYpP+s;gVt2eJ)}wZ$ zG?&$NurJ+pI)ja}-hSc;pBySiz1J)niEbQM`Ow{K`zbz$*KPj9Z_cP`>CEee|4rKL ze61-d;Qdco{C~etx$JlzN&7M}=5SBs1w}BDRaez%;3Jzf>jEb!CB~+ir zt&*2suVDV;{yEm0+`UX8B@{sI8;z3|d4-~V{Lbr(nfl!Q(k^Bi=N3I`Tb6(XJUz_! ziND3gtNL{^NIT=uL8gN}Pxyh9fpTm_Sl@ET$r(P zO^;e{jc{ri)_67Cl4OwMOR(QEJvECE7l{5w#zmMHgCHX?eTEaBM&1zHE z^AjlMEYcMh?#7Nirp}Pr;yMIF`bs*Gq}@2sSC#MW4^=qe_Abp7qbGM7vIn29)@E9 z&Y^Oe&+rz^|Es`qZ*f2Ww*)H%!b-{>o~Ftx6j-bQq%~@Jl&YFmj542rG>LKpcmr>M z!Z+Ts?|Qw5KcGwHnU|GzI2MYe_n7XP=^r+!d~&jswzEFKg_N~ zsjbgvqalCY)zYgH`IrhLEhQ-sr!xmU z3c5%dQ0gjEyMXr5#d9drYu1+@Bl{LHsvqITI;<|skdvmMCosq%v9N^Wj4hZtfG*i0 zwy(k)gl^5H^UL3Rb=G#c?!sYXkaMxRF8{tS>zJxav#^sA> z!s&_-?3apyr!yhka)RTmWvdi~G=$WW6Gb~H;49&uDu-_?zKkbBMB-nq{=7^cqp;%O z^(zOfVJ%PacGI2sB3&e3vu4JiYkQYdr#%MmlQv)pjkdx0%H#KEC!8fsBhNiNxg&i` z!#7^r;Rug+za2WThBqD~0%f@Q13V8=K+H*EYb?$oP{$IFUkpnRw z#_L~dpsqiY!Wg+8Aza-}vl4B)#CT2F_=e}GQz3E7q*yv}Xe^8!jbn^mMTjREzrqF4 znRE;*GF)oehE&s&bE5{y_Hh}q0_K8e_Uho@mkbOdFn8IioAcKbfkhz4i5Vqu2;pzB zBQip@+zK`=$zB)X@Ul-S8Q6(~@^fF7gZtCM$gVv)_8TY`UXvxoG_+CiR?aZ#?6K*T zrk{RQTN~~bPU0ovoMLk8#7pAJoGq`yXqpJgUZD@85NMyjxh7AQxp?mxv5lhwO10j* zMem2RY}<)A|0dnvHM`p-hj7Gs$)nZ3xmkc5jS*^zCG@3i(jHc+zM>4k?nyViE&gl)P$Guw{72Yv>76awJ6CAVYH**!& zV(|Ysg$*eeku*C#{^)F(G|w|G>sEOX4zii)9OR`UO4d5dm1#fooxtu=zuH_RF(g6= z{mbf>e*3NGJr?EEN}Kl!<>N@^XnmliaV7sZQAF1&&)n9@$fpz3p1IoGhtV>mtutAiwvn2?|>qMFG${X2cXVjt+Nf^IFj7HJCJSmw~xTs+>SZ#6IU`vSk1Ep ztpqLOj(sEGGhcR7VTkI6Cv?i7oPXn!)Y=E9oVQiYz5T0PZBp4(>ikFPuB$*Q}P zYr&O>TC2~SmD#ikKWB z<>_N6a-Xu5RHe+27~QLA(57y0V?OFt1fo(74{NjMStmyLYVdgC6j{SINF3`4(aNE5 zczeJ^Q*-~(HvwWGH$)rG`K>&o-_xkUh^D$E_lFTV!j|XxAxEas-1W6IGB|`1pk*cJ zqaWG*Q_{eu-~-f*{yLBXbLj7WG)HWP>X{?C39Z_1&ZBHCKCTd!N^2m0t=<(f3rm%Z zsVsGbesJxh@XRiJ{^0BI$AI&K=pXsPa;HMU90;L}C7wh~;OA%9Zud6cFv&uvLM06n zjUIIBaCD;837=_34SBg!oDXu0m7ef=goGy8&XLo0kT}H@J})W|;5?ukK)Id??&M`b zqf{VZk1TId0X^ zbnjcw^s(lb>Na}*+1gr}%Ykt+h0M14)I};8k7`CP*Q%@g$!NDxcEW1&vbm8qew5P~ zZ1idG2~`w1@4)KVpY{97N|V3MS+h#-@h;xIfRQgq$TTIu*!CJdQD?BOu`w{w_~zm# z4Yy0b4in1;`1V>9MY zeCMLeDC2f-d55QxCAWNyP#;Y*@656oOh7G8&Hm?V8YtBjcEY$YeJK5{aw$uF49J3v+?6GqCF@h zAQTkC>jr3EHdU9YHN+NjYm65@q-A+JO8o52q{XV5VkHW$bd9}ix?Qb43(fu2z1`)r z@iLzU|3d65+rDtZpS`jrY}H+0rY9wuKhk*v2GIW$9XWN0QQv#T7sUU5}{o{7{*U+@x)TdGO0c?r}vE{;~ zYO19Q_HMsZ!?2q_J!%%K&zE#>7o@+PGp-00pu$J#Epj5*X` z6$7bQ?LJ6Mhb{Cg3!#(uQ;VRuRj_#Fgzj(3e8w<2w1u7-?r$A^UG6gnKWoo%$94x* zReirI2Wf0mzLR;opVVo7b7q&4kSQa!8FJDl(}?Eq{mciB;!uN9i-jEj`vYI_8YvcR zyJ@%o1PaSA=+}{ZWN+0U{?g|-A|i3VNnp~FVvjLfL(M@#^1Qa=UXPkta6Eb`Iv;U^ zwlWe8{nBR9MNTQjFyi;l;)srU^q)?CFxUKh52pk$wOJ2TpzozlsUpPIj*% z5zRbpH!aLtu6&(wte4$6@dJ>IoRJ0XVRlYA(J-bwyCeG%w#oUDd^V(AK`yjV5z zfIQ>v%jHNt22KAwYisajU*{HI753Ew24Pf76Y)wRPTFw&XJVaO{ND*ls;jchr8j*Q za;dk3RgqPRUjJv)g79p=)g>7$8C__y;i{elE{(6%^~#pFp??t? zIPpM6^#;6M>oVC74+@iHY8%2SZ=lxtEWCdcUxID$?QIYikBzH-ecKnx^!zr3ceY)a zz~TbiHwDrfxt!SC74dQO4oW7+ZM#c#a)@M_#JH1`zD?Vfs5f2VE}D>V5r;>YB8 zMhCwW?5x8bDq5Qf&~j#-+(YMnDeegb|{GU{8u;Q@_k%8{bqULk=ZKM*aSHh#(QR@k|0sQtAop&K~VYHc%r zE7>@B^iP1hB0~@Q5sTYFk)_Tv-u$6q>7|8fF*m-Wrph@d#-i)GA+Q{c3r+i;7W^_8 zP{3L`E{b+)?!<9w%;|vvf_yBMODEdoMS_r70WpKed1Kd`Re}nJeV#oQ4vFYL6LOXW zsMI2>pJ#25W+>GmJe704gq8n?1!z-Vws&f@)!IshPQVqcuDZzj=<^WbL9Oj+7{br_ z7(Pj3cSetbp+)O`(&YUexOZ-8*uK}%eZFm!H&^d+03)Wlh3ETU>tPs zQ*-qt`8_+p>evQB=J;vC(aP@Gz9bQx3VpT#FXPcYFylMM3+|Zq8`2p1y+Sq(0R);!G(la^!)N6Q{iW>rAcuFzk^Y-P!>SbRG|U9nbzB$T5m)6xjzP-_{qoN@UW3ATl~b3PMsufK?v{US zg?%Yjp*gsiXNf8==g7Y?A4B?+uR!5NU_{3%F{^XWr!^>=oHTN^F;a5%nIdNP6p88& z0UJgOWADbjE^Off=%DjauY@xPOoab!#uriJl1X`O z>}K)#(8enP1vPO&Tg7D)!|(FhcIMITVD9^sNRqhu-zi%p_-%MdYWRGS0mJYSKrJnL zJC_IY#F#FHMSDoEZz9N3Fy3D>K3YDnOl`kS^9T22-)&ZgD?FTZ1A-&h?-tL1Kz*F$ z3HgGtD)euPSP7q64-ZW`C_3eU5Vl$u=C;?R2UQOj)1jk&?HqqeJf0@<>eNWprqSjamhTJnwII3LR8mHydFe?Y^{L1-Do1*1K6O}oszZj5>`WuH}@e@Rz zBb>Hc8Ee4*`$QwPj4PM1K)n0{YPw_K7b-rq(h4{Jww=H2m49}l<+0NtJW8_mW(?>K zj-8vx&UB29y8Mb^9xxw3{xBD8uRM)}lMebQSNQp$lS-G-7e)sSFisybc z4B?Q21VVqT0OJWxA1i*N2XuHa`IbNB(i7uhNN0F+qMv&NGIz~CMW*qfYHq*13W1|* z-VRxNJ#GE2f%eqJq|0aQejOfd@J0pqQ`*NN$E%RN@0;bV!k#}f!izYw{_&e(6aArZ z*cK*Qj*+B|cwqD-U+=rm1BwFwSag-Xe^>jvToak~4)mMaK0+{J`Mm9sEY*L^<&!rB zc=4Ls>Vx|zvlBZ$fg7lPf3HbNINS2^@(zYiy%1 z+s$dZ^#zXUVn25*GoEw~*8adCdc6fVr$1yFV;4F29KyMC%Qc8KftL3r5jGmA5+ie} z!R2eel+G=ic4dZ=FuR|)@CgrhUZ~Ed=mh4XcjTwZB5g|H)m*{9@W0L$HnQ zhPEn-|^9Zvcco%pfI(L43GXK}ZiF59`%w;<~0?Bv{lCV%F6wEbY9hlK~sjpsc!GRsz1D5juG(rjt@Ja!nL?5L^W~*{zROv4;bp=Cgy|A$KP(}Dy z=epdMPslRVAWWQXXp+50vNULF0M0*@P#vS`SK1lVuoeJ>vKfScde5~t`HbGxJ)(C25Jj{XTRlE zOB#1Z#R`PC0nUBmiNlWRM`@icIUHFra9o`b@g`$fgeU(p>}|>gH?SD6P|xEWxk!x@)KPdvMxdF&$w!Z$iMH%%u>q-x#ZSsvpIaKz2I z8bl(QE=TIV{mc!LJlqStNjy+j0wI0|t6}}(6cZUZy0vI&rz>LA!vOITQmm65O-Ahg zC7zs}+XT+l((_{UCxm}1jwyA}CV+8UnHu8mRF8{xhz}iv9J{7A{KArNMpQyqM^zy! zX^q#;lb!_k+%A+_})RB+#@V%GTjVrV4Gw!R_69GU*b50Z-t2Mg#OL5 zjY0IY(`3Y56yo*tUhFI?Dd78p!G?zko$+bf!uyIU1cOT%$hAvsot2u1M}3CxOh6NN zB-SnO6po?-$ZA*X9w}Tp#e=InKfCrN;d`0xO!!g7BJUar$c~_E+h~y9dM)4Eyz}k{ z0!Gz8#25hy4VVNm*0P{%YU}MCMk|J$HI)&CM(*1ta>yTGcgr z@RMW!Bl&_XR$q9lnzFSIw;Sn_vYOs~7PR$yARMyGyE2U+&>)aWDp}bkhNn_L53};oB}A$cMMsP|rEo3IU!?G>1#2zC z5*>KssjD!lxs=Egzd8EG?7Fw|zCzd0DkxtY4$S%W47 z7m~IwF%z}NV;*jc=OW9JwMHn|Za)Bt^v4Tt_YSPAon7eCg}%B5m&9jB>UHMIq0J%iB9zwplv&vLO1$O^Wv0}V&!IdNyo z*tU|qlvfzc6~p`r>01NJ;OXLiLFvBx0I-V3?0JN^haj$a(8#lhH*}}9ZBDuPa{lVz zxjWo@P`ZZxa6%R9hF56}$rwaVaOI$`JdlWgHgW#CprE(>e^xNblibSx-mVJW{!xA7 zBFLd-4lJ6~&=`VPY>Fc!-_FL!h2uX(`P^ z+>dw$^LfX@iR?5iK>$CmW`YgZ>PD+Ev|}Q)U#!im29$CX(ih-Dzv2XD|F{riK}0WT zopqoNu)3Cv^*ji*xS@UUetSP?dn5!O;mr$W!BB44)(|e!xRVg&amOH~b>b7mpgXF& zu8O3mJ#}-R3R9H$)U$^Kh(+%lzdim?hX3cwxu}^OjG~aF`RPNDfQ6gI4@|_+uBUhM zB|SsnE}C$yxTVe)LGDIv6>64dpE;-UB=1|%lUHf0^!>vbAR355ZIm@_8}5@)R`CZ# z)9OdJ5CSS*SO6vD2f$q$b*tyi5DlJEydeHRX<8p3+aU*U9uwbnP<9;|$r;bv07-H9 zqqr*LlGKHKfm9_N1}vHuq{fs5tZqnl@yDF)Rk8Eesyr6oQEiH z2NQ8dR0B06HVhP^nps@<2@;+~GBu229I1?g8G14XF!qvMN2RF$7l?#!jo?!g(l{|M zhhpmdp{WJ|&#G+ zb6W;##;v;`ZokJK1sf2US{NRI16OeeR|D@!cQzrMd>s?*jjg{oas)>rq8r2sq2Q6k zl>`h%`%3#t3u=Tz{EQ-X1zPlbo)vTV-Vfc0G|wi%?iiiVjfu$%f_=?Zhhgbka7UTK zTLr3luZc&`91WF5GJe1pXt&_2F8vd6?dGL}WY=S7t%+*6Nbv62G`pXe%HCPc8p(!m zaJq}O^t5^!27o&MVI%Sb2O8~Rm(Oip(M!fU;WLZKK4mxic?YTw1Ip7IIdjX6vc%mt#=Uc!{xhZ(J%PxDn@!U69U;y2<;i^ZMD}65MiPoaU`*)c=gTbs zi*a=7OlbZApZvIO@}e6SbyL@-<4&23T~)rsgVog5b?Y|+w*=6+PIZ(UmVY3zF|k!p zIGVb=S$r!>eC|aj)(2W*5tg4G`bP2vOOzYn%_+FjwO4dn4=Bazz45G7g8-VAM*{>y z(l8=;W+&iw92=C+Z;Iw&KkNlg1C177+ghv+mX_7}vre8FUL(|;O;PIYd_1qryo(vz z$lY?sIf;XH(?g2`t`Sg5wxyzgj5@9d)`r@`lUE4;5a?cz`R0NJ<;lr6MgaD`AwFm` zfEaIO5NDa#W(LP{gENGuC3W)EjkH{Ows(X zR0O9PslwNTwGwJ1H`v8P5~y`m*KAQQnM;_CgpgvSHH#)KPKCKH#Wd;WJ)vHDVRiBa z7$C|~NAkPV5)X$SDcBiUxlQPFFLQ1|VrhZZ46Gx z&$AG%wZbRvpw)a&v@nCciC`lYi$YJB@>*-ceX|Xf9&)0m_fE&yUDXJprG*CL_))Z9-r9 z>Zr6OpGHkVYT7mBk51#-UDqvvIYuu4UOKIMU2-3h=&=tNpuZ79yK*>F8U09gc=bM=u-u0KCg#`}veJyvy9?5$)h&PFm!y!pI0x-3>B8Ygb6_d$MliiiaHEN; zOAD|Np_@S?NFP<4cS+Z8A{@{=9>BI-O(t^cZxTsL>1=6dFs$K*#Vk^i6%uJT_Zj!D zOHeQanQPo8nROlyNtU3DUI-~3JD~-Gdekr+Kp^+wR(@O&k@H43O=Rjh`dA7W*CJTq z=;=3!qTlHlg*7ryEgr~u%5&kY-A&!|)Qa;dyG;LggA3|PQ-1QXH(Bg~_FDbO_)lG( zChX6W!$r6qd-qk(-wQi7R|wnhh_rX)B>SwhgR|d#=>6J|*+gz zaOxKmkb=C3D7U)bSlPBtN5-I->Xi}WX%{-){0R>;#7q0V2e0awjD=p0IO^n(nv^^$ zZPw^fdTw#ZJpFK6vVUq(H7(PnyS&Xg7h?1x=#!y#VmZAU=}x-)=){LNGTx&ViC^7( znbFhD{o}}tQC_1#<5S;NQBs`SlYga3FShu>wwo=|#Ve-AcJ8n)tl^TN7r>OYeX}|d zB4`=_FQ{;Tb8MjXrIeRMGw{|IA;6 zFTdibSqm0MKgs)*5^Qc!AopSqQ~W73?>(MDB-D4YbCn6i$}ZRcqDGEi$JYbQSgBZZl?&>UUh~(Dw{|{vyLx z?u4E2*mmJiLo#(@o8v}Gx!?Z^ks2U}iqSZ>1TgGLcC|S+*eF_+-f~3Ta-uu^W@Bes zRUU`##r?3oABgWI0!gk@CAdS~1&XEH|9M!Q`EVl;*$LXLpw_6omxRHaMwL8}`6^j{ zryNLEA~s^+o$QZkBmavumabF&x6gCBE)M^AJkbz`ScHUtu9qnYwLubr_*!LMJ*&Cn z?xJ1=uqjD7BG^ytKSZ*fXKVC&Bg>o>dHy@1(NniMW+2m=8_Udn#EH2zd*XWAHO89W zJ=Ek!kT+v;>j>ie{;!ueidXic9G{x0&4-2L^XdL4fVzQ~F<_8#`Y}W>J!8w_Z-Z`c z>r43-*a3;ScbZ_|fdmD{&tW{thk7)vbK&$IH>cpudQsscu*x)`Cifzf?(siSb^QNX zkB0M?z4$8Vi{&Z5NVoU*i9Xow%)`EKe0pl5GJ3AqwvS`qyLo81r(E~!^^Z?=l05jtUH0BPqeX=Y>K$H2?uKqD}qrT#e`A;6JK ztK;}(yXE{&)k+Fvo$N9OI(sKw6xc8vAUA>i$0s+;5qf8sUi`^X9#9j& zdlm<|c#q(d!t+H-7E_sjN&hmaTkoT(A|!e%OwjS@8^K?sQRdR@er9yzvKE=V71u2z zo8X!_e19d{a%doALm9ASBHk`_Q)OSe;A(?KyT)Cc3a zc*^#oT*JrV7Q<1dPWnwE0WTEFtd&AcHwzlY@cP^c==>5sP!TacZE53ORorP~s)5M; zf%HAk$~S6@#rPSiX!uD2}VIpgFq~)BptPF|d{u5mb;j!KPf%~xXD1jO)#ZWKt@Gd-&9IrZ+k%Za8 z(_c+Cu`Nh9mUl>WL$YahWh{~05%+SPdE{iD<+V}M?Fe?)=E_UuPA}kd_>d&>e#A}+M7 zF=tgt8B8&?e+D;|IYtN7s!FaS_D^>6w)qKWUHHBRg{W$FC9&e5ko2eIQa3+oj^|?D zUMCcD4IH@qCLQKKSWCb1wi~A8fY6|TEMGfx zvwB8@3_6gV#-aCKguzy94@JvSO?(Mmr3`PUi@hbm;|Pyxn#1H_}v?Oi;ya zDX+c!pGc1X6zpvKmxMfx`Qk5jA8d$9`g|uPvVWs!Ke=XOuHyzdX0qBQ*ApY}At)hP zUAw9|@fW#LZSi@>$FAoqA?w)*Gqd{-)-iUyP5b?{4*5fw8t_gciPdo?SRnJo>q3n8 z^Uh(C^BP}?FpT;W5StvN;Du~BDDp}R zfjlCEX^ld;V?;-YJx;)2!GKPU558*6|IVm=>uDpXBCD~Mr!^V}K?iQQK&a9Bbl#(+ z;QyNs5GZXhFv3eQx)&#Y_EHniDeH!%PMk@bBFHbgV&N@Xj&suY?o+8o*tl>9Nz?Q+ zjSpkZ1YNn;dU)d@p~$@x(*32)pGXxTF*k{`;jKTXZfJh)BujU77v9P6kN0yNwvd3X z%3t&4S7IX>aFQ5~*3G5-YhZv3P=Q~_B9;jv@M~{JY1I2=31$9*z%I#!U289-1gKpm z*ZpO_wRW-p_Gi$xN_8y2(AO-tjfg#;Rm4`F0U*m(jb)LAZIt!nTM3=&h3~eHRL;N| zWajFe>}R0h7P%ReUOZ#>jI7oP~c2M*h>?hHH)VLxYGA<-wx>ry2AprILaXaAH2 z_YG@wM3D<5S+L!O)o`ikDd)*@-v-?S_Odf#j23&fLd1`H3|{sE@=_9(5!_T73G+C+ z#dx2K3hNVc%Z}>Y2_j)~dMtM9sxN3aXZ2G0upAf(m8*LW!XkYG4S8^h%|#iKJ)!{rC*T@tCjy1z8m`-h=Q*BW0&;$ zQ2_Rov~g9oV##tFKhLPJK_J`si9Rp5J*Am+l4VK1KSzyGkZUr4H7o_z=U)t;Ua`#n z7sIY-DIG6VRPlK}uvkIrdr!VuT(+c$cH|GszK&ahcI7UnnL1rl(RUza#9NIM1TcEz zs&gf6nSX90*5mYWy+_N5c0Dhmm2StT8|R}qF=erB&f5!(qHn1(8i7~>vE}pa>+C6_ zO68s6w2kkKKH71fA~r8@F(HB1l9*GOn|L*p2e@ugPlkA~Z#mMJdj(B=B%8!4|Ds(} z9zJQ~tY+~a$pD{MLMTB=wSxVfR6WGk^2#5z@qZ=ToA~@cqTa$Q$}Ujf9++Y14(S|9 z8l;qzkdPFV?(UGT8IV%CyFsP9Q;>$Cq>&Pa?uLPnv(9;c-&)V#u%ET}ec#uWeXsd5 z__t9n-Y>!KILj3!2Cf5di&OZty?&Xu3yu1{!u5#Uo^*5r0q}cV@U=Od0woUpL97y$g}B-x`CeJ8^{kTy zINyX;`t4-dRTWl_rEUS`o^#JR=Kp$G%Kf`LUn2OpF{-$h@4sg`$%X%iM3{~+(!Ok! z8)ZDw9mxJ%)VGCHQ3 zdDIwUjlvUgO8f!wR%2N=qvi)|SRUf}j5FVeU40SL+cTRFUFKv~)TjVVMlACJ{YVWpTgUC3D`%A2|d@!`W~XRWHk{9dT;lr1attdJtV%@de!}5 z&An539ZL~ieq2VtJ`7z->4fkVRBIcmTu$lWtD-BhNoE4l#>RsFz+)Qh(Q|t!&wJ<5 zg)icg6+9s0(#92)&EEjQ^UuZ=jM9h3?Z0#$d$da7dUA1qx10n$8Vl4pvi$+CzISLzU?a}--Lo%e9|L_2zMLFAB#|nwXY02S@vsK82jLg(oGA- z*KRn}Gu|J~)u4&}Pp=kL&?9}RLrU(#&zQR_Vz<$D*-V09&^z`gAn#x;>k>zmB=vx| zrlO`oi&Lkr+v2GJXbH({9&d`?bm5ZT=tFZ;-L*M>ch#>)=*`3&;MfiaaoQi1zSgNI z-2N*@S|*PF56g^9`k(u*2*;1XkxYyuFXigkY%2g+h{lW$X{pT`V3y%o1aQzD*aYf8 zT&#)|%5!Ps+f+g6joeHbx`e~7iwjSkzr06LyzzQ#>M)|1_iMSEvKExy)S;Z$SWX=b z*DHDfg{XYuU^OA2{=m>GEev!pyuvjKQtiE-4r!moy;=Iyy#^^xG3D&l)4L5E}(2%VK@ zT(@KpVzt)_z9XZwo#X1+wsP>+pcqwoaKE`Mj)F`nhl3Kj@8g z%W=w=-LGpXm8ANQk1Xqj7-yV4emWz`>Q^iG+um56K`&)-n^vm7X@jqVF6p0~g=mc4 zMp#GY2H6bZ@Sw1mh(qpy=1gqxy{GI z{wo~n2r-a()un5WreGrc=_vi&Sy*6b@n4^u78ks7Iq~LN{9x~V{eGrVAdN{v;6YH^ zSXL}G^LAmhuETyAT5VnUupg~?``!9@_3fXp=Zze60HZ=9v!Hn)z{d3}CYQHnG!A}; zDCW%{209|I_pUdu?~&8!flJEUfvX)y*XKWLIziX>Zf^tX`sgb=`|l4p2R^tsC6JSb z6wi@Rs|^Ln)sI(PteXVi&s`*lY&T}3+;b|Q+{|)*q9>ehaD04VMYaucB78-@zmXX* zxCv~=uU^GjeQL_}YsAeTX1zg@lgrc`J~|H(u?|Y%5&fg=`J&5Yh`ZEz(%>h4?$0g4 zJ(FD3r~&)vj`bYwP&)N}z)6Ka{ZWzpUv5pnqGb91AEQ(!=SgIHOV)pk=8)`0Z3@_0 zC=6*kDpi)3zt2~z-UsUw(~eN0m#0iBPQ0$;*?GF^YJ%gD;%GTPR$RVYXvW zY?m(&uAi7rQpHBXJVfR`zYU%|mjX;{=#K=A5Q$iLQL9~EzuFTdN^^ivC`v1hir(bo zDamdB$VV%U>&DWRiG<=Ni%`2YQ1E_d$~4TFkUcxOv0k_i(k{zG?Rg!qv4P4OqX7A# z6HK>=H?As$T}}N1DBwR@rxGZ^3Jn$gcB6SHCQk44&Kdxv>2Z2!>9@qpbHHmk>9me%FP{n7zjDp-OMK72dyt-cJep#TyjLJzajNwK^7ij)wIhcDW~3B( z#tO!4#QjD`mKsRGMgurg6)?SZefC^30CsjU*L_a&c^l`@Ps!Jed*J>ODE(_^sDLye zwuJK=Z@@1b=r7SZHxR1O<0%(1qPMWmfP*f&>=gW8Wl70k^I=iBL=Tl6csP zh-yd#yo#*2bB|qNo6LjZEc~6vEFr$xPeNNY+k|P*pH2>ekpdledk;n!q4p z;g98^*wyQSoN55NMNwpfu;<|qQB}!F>bM`gx^#zO=VqG$jisYX^;vY;5g-EOVgPZ7 zHN^Oyl6|wEv3ESHxrJ{-p=Fp9Hx#;GPT0w4fd8x_?pq>;+aFs`eidYDavZb?x(TvJ9ql!6RfHTmDb2`xy0(sqO_!IlUEsHJIg4+8p8P^k$G40iqq}US zKX?IsQd8 zIa)dz<=~3NO%KdPj=m0>`o1pFK;|Mw!frZtJN@u{k&|XOXz2*8y7Ugf>2;u3jsXcr$JvPjw8FGbapby2VYQr-QpPu694*up0 zi)qI71p=t0*!+$v$2k7j7wBqRsW?o>;5j&oUyn2u(N_4;nI?a7qYM&=wNK_ z*w$3P z=}~K_8`rb)0x18mc{6wT9BM;qv|XNO^u#KRh_v&kgFA*+`1V$-r#U zBUOX$`cYKY5moBySj^jZP!dla9Cr10^7)$BuC!L-&-M7Ycel+qKt9$X95p-9K5J%$ z=!W&TzdVO6M{WLN&$)Vu0PRr?&7ZT+iF}Xo{n_o?H3#L;HPU@ z(XC0ETelBJ{&U%$*iK8W=n3rmNF_VdZW1#X;cN^OJD{qVCD7fRK*dm(exk#Sgsbd_ z93V0m)AZAr6jc@b#sab6jn1Yy4~hl1dAB0r!yAm{RJgF*CilO4nG_-^kl=6bHIz42 zYp>}^AvEk?K@`j7EX*pK4Fz<{^z-d&?nNs#&v@CDQ>_t&APKHvMfIpJb#X)JE+C-7=Dl*?j>%H@fOTINKm_b*lJ zuCPy#-)d+LTVQ^KrMJA7^3crXsxWJ~W^t&AIU;GhbAh0?w4E$~r8D(Q_ORCir}!Fv z4aa1#dj;klgUF+e$k9jlKjXlQ--5MSE!=)h$c*%_k0g)BqaxOlM$k*)3_8?AETLS1 zx#-rn+TOi-hvGvm>9+4*7rnNTqHnm~P-B{#)XG<-~@y02w^m&eP-#x@M9Pp=JTs3ztpDqG+iY3ruj0So-LqEtD2t? zd-x8k_N(vMc}I=u@Qbmk70|q@?3S0pJcc_%dnMQvs2TZumo+OnIhXDV2W{@vBD#;b z7`AXN8rv&cv<&hbZGQP~FTC^Ppmkpl#5xjYz4FTqubRV@cUwW$-ae+JFyjK)TyXvc zn&v7HQ9q~&N(wp1SQxTWlz%`CVkLZezv4t-$Dg0#aoMnt!Ahajt~_2XVAQ<;@@XT>#f`nRig* zVIU{LJEl8i>QmflLMgo*TI)%b>?D3$+|V7>&zmgFBr5Ntt&efJmPnsB#-h?xLWspi z@vnQbeiT0DSeSSKdXaEuVf8D+2j1H3dB(9vY|VEXZ5F}L%%}KEM*}vL?ca*c@z5`Ay*p@vhPq}On+xakSRP1U@ z`F-+={M2dGkS~W@UtXl+Qem2%A#gZ<1(Rl?mr{}k1h8pXNYL|}7~waHVRrfp@>r#V zH1JPVDDn3^vNm-LQJwwR#}WPKE!ojo-*p0Wq(!?EcI+mqto+Y9#at3KcmfAIXHYGx z{{Y#b=%^($cQ;v8(exS?9j6mRqZ{6MV9`T4d!#G4rGC)fs2iM24>Yig3MPU{tR|^bwYO;Jo-Ko8CW2tt)jzAacAl&cN_ZPFe#C-Zro+w-CzKY9Q_g zCPB<^ZOa~(wtrb(Ylgn4@iha#fD@yt-w@T|4N=xT=7L$O^o;ex9pVw3j~&=U?+GD* zS#z9?UvC8a^%jP*Bz+Cdr78s!(0)(9V;C&M(`mpndC?W#C{a5*(wwgC2I#4x$SpPt zMf&aayK~pi`giI|-4OgHoA)N|LY%cyHYo?mB#?vu8GO2Fzp~yLv$JN^DLoyn@Q;no zqn}H@jJK8!o|Awd|&7qoInn5ks$4-A(BYlb*oLw0tQG^;tfBda5RRMl$ z`~!%@*}B@mC;U90Gg)Sr4h#L}QX#p&UwdRMn3uz|zD9#dBw?)(jLYAv8q}AgAw$6i zpiB)WCA?rraShxj7nY_X+JbE8w&SbuY?-^u)#wEmXSJEO0jg(kf!mX-cM`<1q-m_M zFoW--5&taKA8GD8Voe2UynQ4W*XJ&!bE3rDc3M zx?tKtEIVC2wxYr7)~|}2X9T~m)-4~kY9JOeFTZZCXm>n*ei{9vgeUEaKDl8HJ|laY z)_wiqR9rY`x_f}nV56&i>&QGH=cwtXvzjcKXsXeX8*Ds)W#BJzl-*mrT5*2X60ER( zj{GDUYMFk(>i*r?>Pux7NtCezd4xn5;hYd@mPr>~r|?MT7(0q4sahR4U}gGN6rd>2 z)%bhH8B$x>78?yaC`VRG_pjX+<@Bzvagw5W2bK~caTS6l5j?MkFstrKlDQiJ{3fLq znKNCV+%kraVl^VZJ)UnDq5p26MoF^vL@m4ed13i)D*SkYWKfevY2&lR=2m%6z%)Fy zo=)?ihU9+4V}3yBY_8V0zO$mTWqWy1-<)E&bho)oBj!V`nY@A;2p3U|BtIR6eg~dk%nU-Ajm7A4GY1NYzt67U>dMQyUbluH}KUy+g-e zP<(uMTyRuuS8d0mFz@U{m~>i0W^v_2z&Z1;V|JOgyQY^Nzoy~J-lz_MIri_4ycvPe zHO}fTu{n}(=9KTt-K zDra^$IQYDTV@-zPHDgH-@%9jp`m6KWKwkY85*5@_v_*rKjr7o zd4HHnnZ+x9?9G=+2Z0&rK#NMi7{qMR5Ems8J_o3J>M`2y#VeU;oKD2&w+-_SUI!BUb zcq}rYl=1_)0ZYPm5NE@p?f4*`65>%7=YnFE<}cCT%Uh%v_pgaEHyb)u6-{beMiT^g zuMM^fW)J{cIIcF+_A5g7cNqoty_&#Dzr^Hy!1Vwnp~}6gw!BTT=@zl8%n9 zd7r33B;9pQBB}boBtLqCsbx|+n-Kw#Xn^<3n`oH9u!6q0Q;KuVt;qMe!b3A=*xw?< zZkw78A^wvdk8ub2&NrxE@>EhLC-Io58?A(X)R2iXUkIb}3QfHAue1Td;kzD{x~0Wp za$M0wZk5AGSr^rw=1H)vg&iT_LpO{wQ>p^EL)nR?7_`2G)6?v6v2?QdUE;WDjeO}@ z-^=d^pXT4o#rJ#6RK8O~x3=r}w0}QU#l7_&^ZAGO@fVxGDsOW@dHEY?5 z3yM*m@tP9H&Q;?pAnyk)GgSbFi6|!cf@ZH>t{i^i^{t9I)9-6Wh1aj0g2jaS&ZSsK zdn18wS#ukrvDWF35DZy?Hvi@%Z;M@L??_1I`NdDYx|Rv9iqnE%6i8mz>}A$z8x>}2 z`8sm0OK2&#gXNC1(e)6L3?kSql?K4Yzq+!`I@s!eizETql%pI{{1O{@Rd*|oae2CX zRd-k%tM^H4JoM@M_-n43z88YzAvS2Cd6m?jWBhxzw$17`(dce^r<3{J#Kj~P<9&;; z6dMy)K*8T)sBRjv8b8sMPpWQK!Pr?!wq$q2k z6`a5izT9=M#=(V(*vI6jS&Le%mnO*TOLqw=kz-6aV|_Mhjb0)+Ag0wq9VFTkC}(%Y z6=|{3h{-}o1V!=rcN!^W%~MOpM2qU*y-R8j3NKM~E9Jvfrc^&*2f)WqBy1@m-;^;q z0dN6xY(EtE2L}6fA197Pdb>{8KV2&2w=4NAiv>=3WnjW}kym%)kkdoG`XQ}sUE0mo zRgxyAAj$8CPo=?Cl0w_*Q|ANuHrNxhFrf)~;oMnAjB7OxN8pl7X7cFTc{^3h-hacq z^F{RkP+%YmzYl9*02mUtI68f zj+!w;IXJzS(`Jgd^^cgaXBUty;d;=dM0SGfG2kC;#WjQR8Yk%bu&2uZ@wq@?CjoFr1UoqqaDm^6F|qn>HrouZ`#1=#o_XeGLyiZxNq9N8??kG_NIN zeB(*&lV~!`1PlzHJF3HpNkuTSi9jU_#xsn9`!@*Rl>sv;QY+Z|Ymmkm0JApE^zL9@ zvhE^IW`s8Oi6%4-W*(FV64;s`N*lcUbJeos_>Kjd1HvUpw`j#2#ZrehK$7NdpAc%; z!_lVaZq#p}LTDkRS2#HJohs*Ewq|*}P(Tca4Kdx^L-sEz05&~fo~jjwSoA)M-lFNS z1`{rg+`of50#{dsDx36&pSSEc!atlYDsS$9%|RU&7(gi2^Y-9y+vL8nn+{WK491Gh zNv!U=)}d>Xh*EW*ik7bxZ&GvPe`(Tl*1g3Jb+Ed81w<7$cX|C|0>C`=k7C@D&T$;kAsNW%Oo-l`f zf0)M?(1z33dcX>t;|f`&{?_4$Pi?-`)~-RHDQ&||7b<1QDq?3)CO>;{HHbXnCx-Ah zfFDkIaN&Qeb4G$nY7jE%(N1%;EBo?gDCCVi7%}-D5yY4n1fZX1bMh?pUOO}*G0~IE zfL4eBvqr>t^`RO#0TuNSGi8z1wqa$UL)sU=P41V`J{JvtMWMxYbht3xf}G))zhI#FE{HxaRQ>VW zDQmhyvL!kWTcn%V+gh`i7`u&uE%>O?3aGGjAz;Z~|1-qxpXW%et3Uj$#rz=&7Z0!v6{4Z(Kl4^BOCQlUZj_qT|tBxf0 z>hlEfZHZ$1gT$feOO2HWF~Jk+uPmr1D}RdwKPB0zbVP-CFG&41swnq@SfgN^b-S)g z3+d{giaD;%x2~){>m2IZvmQX95N+Bt=GZCxF`zL+_^`yu0c97~7gVZvU z{je24wh8Sgxz5gSr^l;)(KQrqCBnND!f4MTtA>jldRZ<3A|Z6C<2S`Iu)#HKDQ*7D zL;#Vx5|_&p6ZC+l{Uho_`6`ABvc-`7*z6dPXo~182o7!a@=5)H@(&WDVEZh7}JqPcNeI5se)GYrs;^mdxhJY&XI>xc|W|g;GT>NY&R9B;*N%X z-x%%CXAbz5kL%F!R9aag4)cItRdk2Y=i;hfpZ5UJ%XnE@z$CLyE>VX1i0Z2T(1yhnK#IsSzfD55tK6guLR5${VW20*37!`yx09(AxE|p5MNOq$|?Oek6EG3xsMUmY}q(LWYb)8FtZ^#qRUs~*zxb-9fQd)lNSD^jhM8rtgT9mutlF6b%b~chodER8C1Z?YQQgl;WRoGSL1|#> zL&YMkz_PD33wP~|{#(y{ZRlb9k&$$k$)c_qV! zQk}cf&o=YdnDlU7=lfWE1FWO`bI+}8((=NRg7H_*7Bh;28@cS^eub=8mit6(fgT^q z1@<$WlKm)0hG+)*!;nb7#cN~5Gp*%~+QPHMmrz`>E?5hhZ_-!Wn&Z%?(hI5`ulDJe zfmPPG|BD2(cBTXTA0%6jg$I8!u(?4b%jewH`z3Au%k&>xdPjZWybHG~oQe9u*E$7+ z4rOcn(mYmXKTC+|u1l}MwVcJP??zUAo{V#ZQGa(C2~a;^oF(rcKfH%_U;4GPNW#NG zb_sX-ul&N3EXVNbfD6~~=z;5gA1j(afV)9Xyl(l8>nwb+YI&sc!!Suq2vV7KSdx62 zh0KJ-yNZx+oUbrSXg_amXizHF$Qf;xq0+;6t`?`}?s<~6M6ve7wyz7ZPt>2#R0gyv z_-~xq1fob3A?v_pDatvaATi19Jc+uE)nZ-VhW0je*}BAqaO^xiOYCo z^jCKJ#MH;XxfNx2k+%9eAqlH>h-d1p(A}R(~SlL;xz57-2yAT;79_q*C=%|37g0#4$ zj4`RX?scV~z0UgR`A@6IT`)^I?IaCwHojkQ5s#s%AXnu_zSqvx71UPpJEqK9%nNh( z1As+YcUu!6$$JWJ@-5{HJ3%I1Sscq=&TYtAS8$?K?)tXUPSTy>T7&5bA_) zxI)wFr#IbC$u&PaRk`weT^-jEqzRC~72}Yk&2uP-=IENEyBsujTRNKDd83`B)-_K* zG7|J%N(fpzw6t1S^>wwEh@>I##t3ybv~iBq11s76@v$YVdeSwb|+F?u_m>o z+=1c!RLP$J_-wgBr6NIo!f2q^CP@x!^)~i`NFz}KyON3I-B5qYn{?GRd%Oq%lmSN$ zZe^A`d*Izv?r=D9f^O9+h0OFEXQyh?04%_nI})+oagc6w7+J)q+hT;u`@mcGttzi0 zd6)si?j?Rzp@Tcy5E{eEBmULQ>Y^F-A{BBUexeqtHMMl_4Gy%BdOYNq7h-Iv8% z$IeqmNVN|JBOT0=18(X`3!PV(ChjblJd`G0^RY1z=TclD>3+iSYrxpI8@+m@B+~ji zzt3?RP@h`MeUyl4f=GR#|J~B?$3Tb{S{raaG=dHx9F0VE`h@rwSnet@ewheo1C;(4 zc=Ia9a!-!|2BUa_%%pRvm)mx3Oh)zD%Dx<@VY-pqi16xm*@$$C79fuVL#i{8Lr>f3 zMQ%i$b`-b?pLVF!CmltHB$XN%9Q}{wU33K$H!es?oL;a%-OUf8H{+Hu0{rks2&O zO}#(;?y4RGfRmD!HcTcCz1$HjB$WaW2x#gFoCS(13D8r*ChtUPeIZ#-3L4?)Pgrkq zkFR2+&6WHt2?l}<-~;`uPhFPijTk$N`QaX$cHKov9>3!VIDbgX@!o?bMXS2LNyQlV zfBzcK6Nlq1@d;#+RH+#q{4+z|(}ennxlXZgRwvzEtSI^11|^p~;zD${=Zheh zy^6t9)aAkauB%}zW1J}d-;m8;QpL(!azBBo^WT6)Gg60s_1_ku7PFbjwm;%IW-l9Z zPu*Xmq|^R8UF-RH|Hjh8FA;-?zd6@~VT_=Gs9qcY;xO60QgGIG#OK|@>sgGL#llyh zgdTNpj5fQ#OTsT^EFiP?Ve;f#I{K2QG>>paMzfEqjKJD4pu%W3TDxpW)n%OLXOr&?bAE#^_Ne#mUJB{NS~iVM z7E;EWy8C{1jFo)O+N9WD_m{m9K!c6UXBR)v5app(aY+$~H@*a6 z?`KVP02RuNBLa-7U^^Q9lKjQPkLYsHvsRQ{Tz!437w0}j4@2+%TqLGtzn9ADK`0rR zU#X@@u-|7I3ji+MsIJ5jUR<&C(H_%P=gj`RM`#MU>)CpD%}2eF@vSAms1QqPth~Sa zN-2wSH%7spucCOE9xnT(yik)<#$v1A!L1kU*O33r7sT4KEqUI?c(4xAN`VqEq+5_D z$-{aj4>ie4gcqiohsasiw$#P$VQa;w*_@u7P|Q8fY*SG0!8;;KrryBG#`&!_n}d<% zr{W}tPk2AhLZQ-*hp{m`4lfpDu3rlpTiO6tVyD!Jhgwio{=`diuJ)&L_9GU9s3 zCH+H{PQKt@;w!Wt5|^sPsP*57tkY+sO*96oVmJgsn7*Y*^o~b;uEbTcA{LA3_<~Sr zXuSmejM6f2YypOf9WY^z zYUs(gKcrU)ycB3x;n-(B>>|BQvo}{cDyDi#W$%2jyQfMV>$8bR$0W@qZ?B$J1Ck7}j2~`K~)?`~+{` zQC0(w&uuUJUWb6*gaiW?eozpY0#b?cD%e|jd9xfoYmd|$-s=SkQOtJxH2&~FQve~? zrD^}>N{a)3F|S6#46HlPCs*U4dalht86+Z*67EyEJUt<9N^1Ij7 zMK(0_$YdhFp3Oq(CQ=kHv#n>hEXqu<5vzw*g7U}c8+kPDp86*bf$wHAnaJzfkB&q* z+g{su7x&T6@Xz69;l~7tVSkT4N^)p8aEq2;St#=1eQQd=-9SsdT7&=1>SJ=4myJEM zcYUKJmWxW2Wf5!(<=-Txldk07rG6YKm?s8{T6mJ#G3}tAL^#ufp{41+fK1isGILQs#@9e z#|`J%fpZ5;uk(wT`%0m_&|crH0TuBbc|~>9JXFIycUgbcv;Yl^&ZCc?KHj{y?sZ+V z9B04c6uirL8!#Tu!U1)4SU!pXkSbEehX28nz{3?C2VIf|iBqWx-VW1iR%eP2Hg{|) zF#1*~($wa-)u@{mUVY3`>$xtJ*6qHYdCNhQGul=@Y2LIRfssT{zXwnim=33z9Z{s9=wAHCq;T zy5^B;=RSE0pw~$3*rLX9=|ysA;8lyu+^A>t(JwYvKo4HAWc#IiF#>CrS*waj&^;Bu z0+Bp-ap{*L;yR1Wu&gE<5TikjRh!IA##?`6`Brg^FY25-R?LzT=6$mLnJ4fn)#Q=E z`w?xFj`u!aKI(N0Wa_dL_`sK|C6m$AL|wP3fJ%tKk&+Ze=#D9on9|r&g*R|EzBG+1tf399J}iIG;@PC(l78nbM`Fa7CQ2vB%kvS5-sh`Ppy7y-CsFCW?{bd zsw!(w@jl$XcD1@{9M#eO4bSa%zhuj2s&>7*TTI8?9|-QK@YlF`nIS9Qy>&xFUo=+G zH65N!GfOf;;N?aU#8Z7+PgZBoe5DzK+--o}yFgbXMHrzew}Ed+AUtsx=jz`TK?gAC;W;{N8}P~K@@#7{)HxA!l%!+oLFP)< zX)U_~f@rDSBY(cW(OpM)g_LeQTI$xhFY1mvFc*-JE6QcPEB!i&b|{a=(S1O6qO~R} z6vHj@{Km#`v#G}9bs@}1Q`kr8Hs-Q!Yk?M9seX+;o*Y;Jh|`^&c6*yQ(}}u0UFF`) z1eqOxA6r3g!DSkM4;%!)n_#;=vG0LXP7gX~`CWv@TdM1f>9+0ZmS#WOf2EUb9jRA_ z{s2FsZkEJPial|Q6`;I30tF+BSB zLCAo&cW)&<`!HshXKP@H=|lcV91{b1!>hmjb65Cuczlw{dxBTl8*NE9!#lU8 zLWGD=s7FN5)TK1Qjm5ejmB!k!K9|YPO8Qq&!3l(1nJx2m-@~+y3n(N>gixPnj4-fX6w~pvLBA@M0wJV?v zQ)!lo(n40TRQ>AP5s;IBoKe&ld6-v6JB5}*DrnowI?DO(($$5kl=c^gD<@+500hqb zy4-AxgAaIjmgwQKa6NG8Ih|{gaeV_t)R~r{vBi|=b`fJHoIuGJU`;qemFe_h-no^I z>D?gm^41FL1n+Haj_&659aZoGr3olx_FxQTlK>6IHhA*WkCm#lIQ(#VpbU%u2x7RT z%{vBN$>dpEohk{aUj(A(Ok)yT%Utud1~CMC*Nbb%=t2Zu!l!|AE5UPEvxCYe?QiV+ zAv~gZ5(A_x@8ue<8Y<#4pgw5lOKFjP<H8q2HFyIWHjzcv-|Pv# z1Jm^1{RdIAu%F#X#!jd(ka7LS|c2kIs% znUjKCmVY4HHsdM4!rDBLSD z^0y;|dgv(3spouQgOaiFNTI&)Lfqu)QT?0=qkxFm^NfRhlz#7FnT+qiB5oR9Iqqcx@YN6zDdd$B(8+L2^4x)!h@g3Z zVqJ!p4iIUs6;gxvoXOgKK8oacxb<>N`u$)6AXnkL3sVAWJLY_k$BdCV^>EkUJf7Zv z&0$S*Cm|hN;70Uprn(9cNyEx?wmzj8$PbOsB#CT~w~%#H_4;+dV=b`QQGla`Sw;XH zYdq$`G64LgrSHEKn`^yyfpFL-I6E41yG<}o{6v|ZHd=OCT1DG&1_h!3B83@)5xs!~ zfs9l59`3lMq!VGBO*LS#R4p@|M!~fr&r_VWiXD~HrXbz*>vW>T0BhfmcW&Jdhn(1j zd+z=AKP7V-g|+#U#(>d2-Z^Fv8CFFq*A+}-)mLGtPj}a3>Ejhkfvs8Y1D)jI3k~8Z zqYyi4VUy+#krS@365^{Z)<1gp2VSIzPo`}-wbM!f=TYn!Sh60dQU8Q^V2Mv1Rh;p8ezF*KLDHjSn z*NBHo_&a$?zj-z8R?)&!wX0UsDK4<94VzY!^#9B>*qL;5a%;JT2}Km54Q1>ZjU`H4 z5s7u4x9H7@gd~z%SOiB&w#(QX!dTP^M`ur|g~gVj61h7F;t*>ag$p^l%c$?tCq{M_ z$$SKMqOtGX;}(vrt+nnVW>s1FW&)oA&#s9;8jH?tcqiTp^FOu&I!m%`=NlpU0bE2T zuada@`wC_Tzj{aBa#R5MU(Eg#=@gTA<$!B!;!axM_*55;_`fveZ(ac4|1_hG%aP)E zk3|Z~FQmdy$iWIIlJ8OI)iEu)vxBN&B!OMSDYJgEC+}yJ{-xv^>-?r&%jO8#IlTbQ zQ0VATcKZe7xU|VUi`^e)@7_FWb157ygq}L^z&yRHWf=h%zGG*!&QnC*f+yGhF9RPM zPW>J5C+5F-NS4d_9frTg%P{xD{1sn1(N6XXI{T)7a>5t*@g0><^8lFgwH8S$mF$ZQ z&I3zfgR=G0dirh7%RdoLvWDuHttPY%wG4a&$on=^=LSI6k;ou05XuDW-6C$XA|qQ( zKJQeTe@FKdEwlAIUKi3LlhLkYWi%L zUx+>jX6kBOq0_IHDZvxEp;OMu7&1}<{6F;rb8;)@@I#|(@gErL_PcOQ{=i@rL{gz| zC&9H300QZLfRU?V;$kJz>3p>qU3_+$oHuFtQ@*7NFkZvEbgc$Wt?Kmlb?wTK>K?re z)FIG0L4*XPQuq07M@*@4?_8e-|BKc9(9diHMUddO8lzWRF>(U#@mF)GyX`r`3BQJO zD*QIHu>H7q^Z<<<-wXzX_F){sql~FEi846t;Pw@~1qsGf(YBIe--dOp*AhE?@OJ!H zS8x7u+_UYyQa-wF90)zF3mBf$PE0y4qPg7?zq$KOSH!4v2NjjUEdTiCK^5@xrNQOS z-Ulob5Q&EgR5FUsitJA^IVsVfQV}|=mtuT{0tz3l7@YyxLA68_P0#z9X zl4|tX=kaz_^#Z6crGaL_GCp4c{kh?56~%V|t9FJ%b%H*Bd@K3fpJEG;<(yE3w}2|; zDT}d$lD&7GZ5$r$#J9@qsg78NN$nN7e(O&t(6xdDx!kH`zHyI#6gvt;bamkx*DaPp zZ7Gt~%#ih5g&eC(Vv*lmh{izZO|MAO`Vt)Kw@8?E|?@tT@5)_3=71(mxl*=wzWSf-d$mWr2p zpS*}x(+w+=ahVdC!fHgZ~)t8nj*ZVF1{unQOFv9Q>t@18Ol&Lrp?Sg>U zGEjqc!}+F!L?wIeOuX(y6ZSmbYo7RM1!OlsC#4Fl73n0pcJJf-P2Jx_8cr)4%Iby+ z+qwbV5ESN{v#g+PcT}yA&t}ZYwf;Fvo=$$?>m@y+zKW_uiv+26^acHa3Rc7nb3;i9 zX)bG@P@&%f%y+|Cx>w-ZFP`KQ0lkP<8{S7$^_DMmZ*bXIN5I>f2MzDZ9(joXMQEq? z948MS*9`yBY-N`Z|IhvYdH(11Usqc~1*y(Ioc{;^B`HB(NG4trnj(f(SB?}A#86#4 zC!-8Xs5%`4<#5l9MvZ@pyIOS+6K(|>)7;@$B}qQzS7r9lNjO{jcA*O1jw?vz5eCp;}@}yMA>k$_?Av$EUxR~7ypfm62CR=6z?WuTBcU<|GXcWmR z>~4_7oJ5`LzL_9AldXQsv}4u^n;=Q}(pVt?FZVl(k5Nw9_y;5WW>Edae&}#niU~+s zJ+Kn|hpU-c11oqg+T|F@|ew&Co2keh(4Z8x`* zN=si#r6+)Fiyd&-nj_yWDRQH5D_l`f+0SLHjJ&tEG5YC~ZR8+(i?{F9G2hujbU>o` z7Kp&_qLRw@KKx)Xz{UU0bgjqerx<~|Hb@N}p3R@oV~y^Z32XyZ&U^5YB7LrkA5E`V z4{ODrIUI$te~Zv~4TgW8AUM+rb1x-1pzYYUg`G>4#(iN&xQ0}IPUS86t?uuksC)DQ zWa!~(bTY>D5+ft`mAecv|8)VpDi`v6Dn@NSmA4oaTlS@Ls5gqWoo}cm=Y6*%Oy&D0 z(P%n%3EkRvCs<pL|-mTSQ63W-Z~S0j@)%wkb&&A^dE9hl_|O9Z5x33_p>%dSphW;m4DF+ zJ)#QDmqEz?kEpX?iz;lp_6!W&p&}q4-JQ~cbR*r}-3;9zozmSY-61V8bT`P*Au%)` zZ#~~}?4Pjrwby;!YppZ>`U=_dl28A(EK7`TclFDr@N=G?PZIU}cnBAG0>HTgm#en} zzTNiUS;Ok7`M84n=gx)H z@E*laISLC5q^;=D93o&j=9mNz*3>lyO35VaFs(3B;R?C0gSCA=R$0lvOFi5r1tp~< z?pHKJZvV+S%qG*L>8q5f<&6o8=`gRAT5dfro`(7$gw)H8r)L`!=1yz{0CSssg8DNNIg4jHcaG*c_NQfEZ5Suz&a7VPLr zQMxm;xa<*w7^)0rh3h5W;R#{cq(l9f4|fNi)W+>9aI*Z@hbz^FUWgi(7+S=+`5K0S zf7YQdBrlEUO>Q`)=L{$^@XC|76 zwOIH;7Imz_z870QDA7^_%csse(N}4PwivFGbtO4vo)}c{T=31VoyYlA1Fv{K{?ftk z(+D?p$SJS@v2fgMtZVH(KZbcUhZji5{4vc@F8yAVz$m7+*rpl?uE3evz;X1N9z`^4 z3%IK_Pd_5U(f+xtpvUZG?uh>P@kkW_iao-SP*QWRT=cc&^18S{Zi#3VU_=mOCqsSi?LQ3yh0|C;@!aYn>YA7Y{?CVs2 zEr1K9Ej=1!?TC`QdM##pYvL4Q)C-`Kb#I1`mb&~Ez0K|EU^H*Mwb-!LPj{EK+>t9x zq8ae3=o{l;np4qMLZTy(NDMQ1iU zHSWv8yl%&pIUhGqjDM!0Gir+=Efk-#5yqE3WH8!>aZi%cJueBeJ_}ScpBzZ&8Ql}C zFr4uN7-g4U+kJE4e9bpq#t|(|mp&Q|L#-}9V8Mi&&0pP-4xY+Sg>>Lr!A*R>EJUW- z4cGXGe79QvUWMmIf6pv)?n4C}sm$aFpETL3nfUKI5|$l{>>#?f_%IuV`T4@1f1x?s zz@(uZe^}jI^AXk~nkw$KilPMSayJx1RUKszZ~l$}w#bG6QuV61Dku`v2e!BQi8{Ke z!}X5yPZ$VaBQ4N1+c3ITC~%Lod5YnolXt!o8EQRm+g$v>dkCSDkiJ; ztm6oYu`Fion_$^dM;(0y^`dSSva8v!zcqx?-MyrKm-%_m6#bQA!X=bCWIe!8clp)P3RZ#a>gEb*Nd8 zgs8H#J;v<%@h3S1!@wZQN$M_o*HP#6nGZ3=kUds{NED&-zq()!LnAoCh8|2&(yz2e zkk5KzYj`mmC`$YS$iS3FvcD%;x%*XIx!MBVPxql><}H~9d)&QaG!rzD{J4oX`z*w@ zdQX`vMEA`96KHwe`;W)3aiOYvt$5+iJlh7vYH&ZChkYWB0-j$kSsN3M4Zw0Chao%? zvd3IcT@(SI%ys%6-H~SZ_D}MA$cZD(s={)Q>F-QkQ?ZV8e6^Ik7;j~3u7b0cPh8yr z0;cSmmgqOgHuo$XJ{#>{8|O^vp;PoX6{hRm2@ZB!*F#?RKCil(CBaDM2|m8}NH-bP zr6PRsX4$S|lpdp|DNhOr?VkhC8@aI^!_`q_AdDMu)ASwG2VME=SO8`#oqZG$0P2ee zCJ0!8PAH%l>DBWt-3oHwd7`ugmWlth*Oyp@cT!0mWYFnwn%RW_ch<9lEU;b9lX2HHcgGtyJg0jrOte@1>pR4dXoZGHE@f6fS1GE$b$yqerP zN4g5eOK!*m+0o(7sfPf~1h-9)yJInxDQW=s(OC|+_EB7T(z~6xr31Q4vUQuZnjq7> zBK11FUk_m-e~{V92zygCm6B)TE4s1r17h?m(}BDQ9QFi}>PU$-$6WQaKA6+ZY_tMh zLrz2}(I-^OSon3l^8rKN21#z~Oz~s){;w-+9=G**b56Xidx7jiSOai9IswD@apfI$ zcKV8(a9M<+_cD8tWLM3-eo3G)>!CLVwsB5UWo~$;7l5|XxA87U1ZS~IS9rGlo+

)zR)TEyG@bG>T6Velm0U_%B#&f?BPsW>=QU8i52Ww?CA#pPk}pb6IB!sWu%r z`S<3RUG2a2M4S9g(D1sxYq)`1lO1{$?f`Y`dqB-%{+etZ7QEcYJHMO>j<$h{c~=DH z$1Fh@IT`e0%37_IUu5)G>=0Q%4siCZ$SK#Hd)1c5rZ4fkak>KGOKER?!NU8er)6Rv zb}|!Y4QZ|33?i@=={aDE?%T01n~~vSLi#%88V-n@SKL3nX#hf(c4H-aM~Qa(*|Ko^ zHoW|~&fX)*_cL(qe4kTUMMu1!`J)u|-Tj5z@Gk`4VoJ)d7^eF$5=AzZ0#o-rZRC#{ zfcR5DIQ#_o1N$2(u*t1IuZwf*7GdO;QIM1;Cv*S1K>JQDsn%)>7KUSE!}kR3=IV%Z z7AMb5)Vrv&C;`Gl1d8LUX0a1y8$b|8OSo zF}As;*@S)7>WTt^FqY?xTG6 zuae1dt8awhg|eTV`SHE+-_?AsIT+?pSa5{4uAeu*3g-- z^mbkF{k4*V5lsltbgIBxLQW?5TydAn{bbqkXc;o0+ znRu_HlFdhJeHuTT(yGJoWl-q9&mh)#v8!(79`%2lw?3_=icIEL_!s{OP%p(yst2XC z_+lW|h|Ps!sE)lbTBJood+=TzxO#g8pRUi%FDLNM!&)csJeNq=pD|03U-O$ghY@p= zm;=UKt(E^jvQ>T{ov=?Atrd>kiQbfCcyz2f>J%Hnda+bcU&mVd1SpQZYdAOm(9Gwm z1Q(|M3RCBAoTS6a+tzJ>Xb+`VAdtm&o6x3@YQUF(`qDp7X7rc&mZpo2`+YY+I^g56 z%}KM^zY&0^{cUgd{0;HP3;pYT$Ld8Be~Vd#8{#`Ic$e30vaWO5yI!k+Z>Q zm#(Lo-09#$J&@$FWuhppexXnr^Kl$WGgEMB^3Ez|>S)JDVt^ICAnQQ%{fIbRnF4_F z=gdGo9@FFGCQ-z5ps4k#K?Sg6pvX*nslD(df1RcmP9EHULOLL{S3fv@-A+KPlPvLj zDt_qwFI##eGF*MtB^t^Gzx!4b%YfH_)i>2-A9>>8Mvf&)xA0nX73vZO;5WQV$CA$! z%cLq8^t*5=|98P0BP5oXWXtS|Rr0TEK_;)P=CrOdK-LTnBdQo}(?t{(Ru-4PJ{?Jn z3oxS3T*~E|6#(9!491(@K<03&-8-^lvdg~FG=Ms`(j4Ia1~Q8*TzPy_vn+2M(4ub`Nb*E}|X5T}ht?VXi~ z8Qe4e1+QVU+TRbJ))izi`SDBev%|4f`Vi*53=X*OezA`dlYhUrF8z235Tnt}!lB~Q z8u+-sqA$DGsHYVF;blYs6)2s5ZN?~BUhP4ILD1#~tS&T)8B1J*Quv8+akqjmi|o&? zXHMmgriq7exissiSui|1a`(i^3Ff=*JadCsQ8h#w##wiFkn*+w4iwpK=8K*6@uAIZ z4dBIvG#vU}fFwYw{|k^W_CF>@|Cd|f|ALjZtF6An_X0G% zn?QNlYPtkum(^Gm)svVaoBJ7zQKF$-=`2wF?^&oD{&8e@PhI5oS~c7zzp@ zgk`e5-0;^u(eiv%5{BJxkuEYpc)Od&1goI0lh{y7WO9m*W`7$6(|Fd7Tv2BDmoXoQ z`)KseYh2H5-*!Nyt_M>ft5^v!E()9kSv2JEd<39|&|V)#w>b-M3J}S|H*c88xmsX|%R{UyN~lr^^brmc)?#@_Mu5GQ5X_a#eJaRrm`3J^&4cWd z##QqtARj4PKo$}-Z`Ei_ienmyY5+qISjkwtTibsMDDr8w7-bbPe`8uHOxVqwqPO;= zNI>a$C2kqaa!{WBwS)MXX8&vy&L<)crk0V-k#Eou+^i7zP<-wKNSQjOo&N%%5nIrF z1OU)^d)&rYH^C-nD0)Oe-wU=WW9pe&?ROX75;>S`L=mU+7AmbVi(fTuG;~U%5YK zHNK&Uu-I_O=;D(~w&#&fNJVvtYP%TB!$X0(546c-T*Os|xdYzxHcSl(v%@^Si#}3g zWEO@3P!2oUlR_aL$)2-@Tg=z|?I#wi@r^mwrv;dR`AJ>5*=E21G2q0v^e5rS1`&_O zNJTe$CbG}wugwO3WXq%?l|_c0VLnRt)mDj9f2p==GUR-=*H1-w1PA8tm}Wj~Ylg-V z31ys{{oAP>Zt|VH(#qFNY%YLN8jcL^=-VBg+n+d?KaoEm8J2V4c=O6VQ{hKFYO5=`iTJgPodGLYA@NZq=T~JgNJ`f0j@HQ}&Y}4)!1T+u(cedT zjrItRDej(g=Z$|B(N%XmHci)Xuy{YseO_tKTVP0T{t}Sc+wQ>}G7}Jexw-1Q`esGy zhnDMx9q#ky_)V+AhyRIr(EKOnQ9tcen`a!9Ii7r3wLJFWId2wUg?;9uNYQwz9xX@P zfyh-|Jo{RzXo?oMYpMa9FVMUb5zgx^x2udE{ZE9X>M*r$fY(=pHQKihf$+Q!?6uZv zh8+b_KF4|Uo8rCbtz7-OjE`yJgg3UHfye_B$SGovjcEFI1b#ll5!#ZG*Uykui@}}J ziW*#^=eA17^ur+^%E*lW>p&k`tSVbMzt<4OSX16;M*MW_qJteIVl~MjV<(9S3bsrr zPlI)V=u>)0g~=|_{Af&(0yX(TAe|}(@oEn=OWnWDo2bbFH=mAkfDxe(s2K{PR+O9f z7Lwmji+w@pNA@I7PSFnFu=P~e#hhK<)8vU>jbt8Tn69t!awFwIe_jao-tyqWJx6Te zONUg_!j>8evEJVO4?&cFA^+N{njdpvVP^)|p6@fq)|KIYs{EF>masE-MW~~4^XnPS zx*#i&9)sR-^yfZH{uApa6+pJ}$HW@?)*Sqhm6)u6fW6F{EFNcT%jB+8e`_$p=@7_j zL%{uka4XPpf~*C#j<)=0d25`6ewpAmA4$5Hy>Nodgy|QqA}$!>Bt{nhW7Iie1^N`3 zye5-&+NL>n{m7j;AKIgwg*gf(z?=+9)z`1SFvQOpDEkF&De)tFQ#U^>!39;br5laa zw6KpV<(m_yD#ab&hyArB{o&MJTq04L8=5Ir>K8dPyUO45pZ(UM6wG=HOj~X#p9xr^ zP{}a^LP!ha+op<%BF?%Ms{JRsmtKh5U4+ZGh#JNy%F5SPPtBUyU7iTmJ!kaq9u8DE2v4Kh-(8uKF1g`hd+S;C)K;6N@1O3UYeP_K zYN!T>&QKoHE8(l{_RvZ*#dHfY_kiq;Zy?<=C%-&-jV3_>fXlhY^xACx{y9nY?loA; zymaT1sde2KBCA2HNj1QQ^eb#jPmk)$<62zI_M1YC(@bFK8Uyo{gQHttr_7GL%_ zA>Yzzw!>$Y^n9L>VG+pXYi3+D++?A2CB;fqDeKfgQT^V5!o@?1rf1GzA8wpu53sf9#8QW9%YTS3oWKylI}djR;dfUG}dOsN&Q~{RjTPoD9j)&0+WtWh7UIhrQA6k2cm%@Lr36f5TBEr4Hh zq)y8b+c{}A;Iq@q1eEHQHF@6FE-`X=vxL>nTeou2E~wV|alToUf=FSj&C&R}!7}5G zhyBDAZ~M5jPn(K;263V1r8jKH2`Ux-Oz^#rb(<5Tf2GQ|b(0$XC&t(bF2BJK{9Ref z2%wS{LJtA(c?2oJhny~Ph{mjbZoP>$;jBe+IKS}Gb}ax4eq9(Q312K^_&C%qzcVTF z4lRof08_A&@7rA#5R+&i$u-?S7eLru%B!lakoJJ9LO3xL9cMsN&NSv{xBpAdSzisq ztzv2=G36YlEe;Ig|Y?;Uhj#c3*b4pctsg0Sxzm($yhz65^5H#jY{FOd+%dWjv6RUcbf{+LHqD1`8Eqo0tkA>UEnCugS7l<2mYqQ zBtQ?F2;;cQPjisTk$Fs=xY^7Pmq4SP5LyU8J0!j4V%8nnUKEzF-uX-Lpjmj#uDajf(ak+0L1Y*yHT$ld*HvEt8_OBHumpLSxI5 z?UpZ{`|$kt(zGm@%^pmZ(oc8gclZ4Z3(q-6gySkyhLdvUXOS+&<199~5G&li^SO3e zad?zydzupjE13YQ^e&rO2@@8rw?^qs$}t z#Ox&?bAU!13PnW#Ia^B3U`wYj57WkiaJ`2&gAP22?>7oBtFY7O)*;iFsIfqiXjZAZ z=X;GD`1GUa}DnH5$^7D#9^+T?en9Z=tD=LUrpm(&ZGGnp7pSf3(tq$1mobBuvX8b zEek_>@R$D23!t#Zo=6ExUdYxwuz*az8^$nNv{Z$HJZWFkUVjxX_{2*#FOx8CF$W31 ztRXJ+{BThvJY@=-K%@AT3Gq*jw#hrep|Bg?Xja#%Q4n`p^HjKe_SAzs%xF1-00TD5 zX|0&gA(?G0dN^(iV!lex#B=qVUYcg*IF$}Pm(O-dZTw}go~B*|D=9tCc9KsBs3U23 zVmT5*>7@Yr0~4fs5D^;>aO=KKdu@2h$=x%JJ1slhO96PY>@YmkM!2xC&vGXOxuO|Z zn9y$CaNvpgId0x{Z}lPz<1509?-ggu|+bcS|(=!b)=&I|i2*aOJp0eN)W{6cS6To&5#k<9wS$9WcaS6D$ zK$+brnQ;8F0ML9ubn#%PTFWr3mtIfB@8!43t?fKWTsCA1z6-$>_45Ht!rg_6PMIHT(4ao zjeXmOfsG)+#Un4zbzSZ}F$#>kuV76hD)_C=3d@0#x|9;fvn07Gfs1m4u^%Rkr&NIw z7oW~+IB*0+De_x20c)0qz$JA1iu2QIZ6$g0|t=^Ks$Una5o zcy+GBLjjePLjy_ASC#3kQ>@>ztJ8fFjS0pL{(hw0h7Y%nPSiC5Una(MH3!}bj@GzP ze-??iOB$DKu!+kz@{pDpWVjzYGA$qEKqZjP)}?fUoRETTfHVID_%P2zW#;K8C8;G^ z;DSNs6TW};!tV5S>6es??Q$)isPf`^!4MhGN+HF9())97o!RI@saS>Fl|*{V8>KJl zkJ(+FUU9QYtR}r9KSB-Hvj7r7>W%W&ykzT*zSa`%R+!sj4w)t#8!l}@miq37+4gju3#8J&$ z$1oG>E_C(rza~)uIE3;rnN4ssiO>2YKnQ zGnAKaGL8_(P!YJZ#)Qfy&z6hv_=Alf91dMso!#I=aXloO?QgzW#}oP?ks>o`IR{1(y&)*-_^he4}2jxza(MdAm3*A#w;yUkLv$>>B_?> zki=|ROY}FYN^f8s?q7?UxGfAbhpYBm93=m*f^cZSqB&_>CD==0TV|WLb(%EW;g#hME^v* zJ32;hv+#SQg((J1ZX{`%y}(_=-BRHQ;BBqzkA8&Ep%CC??dC4BUqruKD@571{|Po> z9?XiOQV-;6is$}$Z~^dPxu0#i$AoXCj95m#-fKYhw~+mwQ)~B3fN}k&X_e6NjbGBR z>%@I+4zZc>G($zRwB}w0#+n&^Jgq5bOs@E4++$#UpqC)>8G+zB8>XoA?_jXX@4b{A zkr5O-Q0Eq8`ZXAwv}lwfm*|5VBKm8$bK^xRR0un&_eI;eZQlUoiOD(A1fnc3>Qyk*YsS=DWU4x z+xwlKsZ4yb8ikAsMQJm$oQpQcW%pms1Z`viy_fDNn;dgkG7sb~V?6#3-FT74P2rs~ zJ?Vu-+u0xfAoy|JepCQa`}+Z+#3LTk0q;GPb#eGTb<>#~P~--H$zrdDhpv^%+Bov; zK~L(nG6j+VfbI>Q`$4K}p$zEuCTAu{J6h6cnxTAnh1Wcu)K_rHRQAR)n7g)`8vPrO z)KGb61crvpk|Qy64jcC&8|uwPII(0(3YV$uCrMo}Q>(CI0{XG2=a(t9B zr;6`ab8`L6QhQVwC2yB2hERK)SmrIqPruzl3ks)6U1+WlrI2#cpOx%+jC*gxMmO

!Riy^`OA|1pYxDHtC@l#}ms-f4m0E4cTO z={DT5dN)_O_Mbi)3)hUnH`b#LLqTtFakukZaX0nnsJ%Md{tH5iRZUYC zr$;`+lm$Wyi-EwbbBx|mLYxoQLsXQms%~`;ZamHszc}hhO@1)_^~>m~YX(`>40Qtv zD()6aP?28+Qy$hfJ&17al6*u7fb$zz5Jb04gTbObx1!oV7ZuWHxf4vSo-dK7V;?@2 zi0ryw5=G2^nF=>_qu?!4Da^&_AI*~aAf8w?^R6F~Zo8cLYO?l?tEGydW%C``WVFop zNYAnG>JRi3O6eo#F0)X%K|K05LmT5Sp=e!ihk4~iNt>v9dBGpeF-y~ET?_v=#n6WT zGsVQ^axgALOiJ**E!=p|V(A{Y*rpY!vKCHbd4Wb((g+yvp#<<=hDu4l@l}SCT(r-GV+#I0N35 zO#>8oUm7I{$+txUID$LD2<8aO!vT0yXN%U%-zqNe{r_cO-1Oj_;$gpT(kJkef@)7- zvi}q{`O-F@RVWexZPWk&n!4ceUh2WkI)^fAsR4PAdxuiImG->{w!r&FRmZZft2TTM zRaa#np?8bl-*AVBPGC+%xHY4xNw-o=fM$H0T#iQOuK)TN!@MW}=TablBR}ZMGF3ph z{+#dWqc#gDx_+pC;Ldl(zQX$(gOVxddENp;wA@gMclce*!XJN@sYmzoqd)lE8YK$7 z{=nWpilflDO~&T1e}kY9O}a6SI=z35zq}VJg^G&@o+gGa`9s`=ayd?j`fL@ixkYh( z_Aq&`-pFbZvgyn=q|<*m=ASA3YLAW^NJgFPo5`C#vi!|`ZA+BwK1^jDJ}rxev^XFw~+a?4G%}@k6UC;4wNmSQ@*BjApw)kv>oo}V6B9$F%f-Q0@@+cPlavBm*_S|0u z6IBNs%sCxucLw-xDSSWAf&gBai&q1Z2%-GX_!sMbkNlPX2ydR6%fd{#2Qzv+pVDiJ zxeo-DK@KuPMjyJUlsL?YtuTfqgQH_NG9QgUFI`ngB?V~5P9*e zZlbr^p<3cIAP3F(7uW2xRU8#ueSy--BQ#&DL=CIb!mhB?a~3}?SU=44^_-+4fVmaq zr0y{M1baH!@R*^3oLqpl>2m>IVLuHLArmkCt1S)#!nAB*=jGKqdqN?#>(frIHvEOg z;hXy35PF|Ys9T4m3`!nS$PX2x20Vdz}BxNtTp`_N3lbPoBmH_Qaz%OJy=_8P5BS9uX9;QN8g@9g{a zHVb>9>Q@ndmLky$!tU@Dm6qC_GlOMX7Ise_#dCxW9Kp*<#%cf#jMcM8BpVtZX1TP-oL5tHs+qqHMt zLEWqBK$HS<7XPBRTB8>YWOG+=V^{E{>Hm)=ITfYLPVIoF0FGR`j!@T%zzhL7qz_VC ztXU57R?L`AwONyAVPpMF$A^DHn)yaL?crFrY5mjGB&h}2FH_X2l{D)Wy2$kn13#Q$ z@*|xGqBI_eQdy6F`gW~M%QCehOfc z176o9S$}T>m;njz=Pk#%>Eqq%?>1o`@Z-#!FqNBJ6N~l%=V8-GQSoEmC?PoF2cJfps8Y+l{ zJg>FRv>{bwX-RE%X{!VQ9e<(0A)!%|$zia`dSX(_WOLw*YwpC3rOq&=7o!y#j$c9=wT`js|YpX6LASz-;!{6UJs-bO! zv8sh1yloabIHXB~m@!^&4|pZTZtvX#Rvv%rK~#Ke+n~I)71SwSIkp;xF7v(^2(a0$U=p+?TTdMZ!Pe0WM zi!(GFicY;_1&IdKr?n5ss??flr^ZVj>g$gUkn{kk4SG^i3^yS^OmbwheIi{WxMCHq z!WXbq(R%wE+Qe2%8N&ta&N<~vpEJxldA!(0s~X+(DkRfot0E?2S7 z3n11Se&rL<1(Y>L6qUgqE$`yFZFdw>Xh2~jMbXqI|2>)DhGM$(5N-)L6p&r~qfVA= zhG;l*SG5zo%32YMtW!|rps|`a$3@R-5YYR`uuMe;P72=>hGbv(*K0E~AUqR0r7tfu z^xWKnh9Ny30*^yii_UbWfQnWb{y;W-Na-WBAkdaNV>c%w4;Jg^F5u^y)XVbAa826E&W(aLeV!n&wOP$EoXkE9yUpS%U zifCLuG5Rh-imEeQ1`-GYj6 z)X`l+i_{~s!KGFg>;16J^`p63XSpV)?(EL-uA|&;WW3!b)wVlH?=W4Br!xJTfn|JA zhj~u<*gVTnW0$?OROXLeU2e(#$w+9LrwvBKJ>bdZ43Ak=eRZ;GSAkfPzF_&hOzoP1 zv14Q1|F+AHt?tXR*6)e7OWc5+Qm_tE+?5c?s&obJ3-6;IJb;!DLfN$oH$T)w{a$z` zm$a8e;-@{m<=EcN<5Ji<<5tRph@-v~JD?K^%m3Ms9~0(hJ6_tg==A$BP&FmQ8bhJ? zBkt8?1GL?T^c}n2IqJvWPPv?}U;lJ17ZXCMx?hBZ+#_jDvbtqzo#`c5^~t(DrEA`J zUEK5SWp~L%1(Y4}*hvHhAG%JyZ|->8Ok9NgpXgg8ItM*~JBPuY<5PBhgU%91PMR0> zEovHdwaExvM2qtUiZr72U%VCLBYXcbi_UKx2{x)0#6BR2&Ov*`+Ha_UKkwAK zJRbQGI7G=@*B-`r(-e3-y8#ajJIzB36e3GP?_v#3d+SmKZ194fv0ptNSw@kn85FP( zEu=%(r1UEh?pg(%n$aVYnZL{B9Fe9a z;F!Z-fns2`1U7;gX5z7WO;)G}6~}h7igKpike6`ge=TVLO>eCG{;tmN=vanTLAfGb zHszt`)%I=`tB;GQyC$Yq_VVVs+fi}rNeRiPAu1L`dgmk0$eR}pmWALo5Dr|_tV~DCEIM`o)={F|eA6e#)~tF0KP^_?$S|Ddut8>lkZ2Bb&*lea~i0&=Pkv zs@7(E(M3{aM}RZ2z=m!gPv19FXd_@B%FJAJL`GK#KWHjS0sqQaCOHTXE8b_ zy{w>t-9-3k$Mrc?;g2hg265rb;Zh`aiq5Q&1sJ~Q(G7)eSF3h89w*^lct1;q$7LLK zNQrc)7dGAwlD7Omlj|SvZ-&>04phoGl>GE=+olDz5P#*Yjh(DSS^R5zoOdK?zMEJ~ z)XeO%U?;Q9)&6~vOUM3H^SMsHU-ZH{>dHhX_xNk#_fXmTRmh|XJpUU}#Nyp3!8Gn~ zJQMX|2Ny4rLs%ZTUYE1tp|-MH=f`RQCFA7SnW$d=UtZ1#4EO%F^Wc-|!s> zDQM%R-RagbXz)Ma{KGmpa<2kFQ=B`{4SD}4w;=`K*$@f{6%=A#{xhnDLLr z9$-Y#hZjmSku0Sto^GLRfgvFXWWU?>*f8m_OkqSh^>`LP>=Wc8R&EXfu?>Z-o^m~~WNJYvR3l`Qwz!c#$ame)p zEWgAErS|U4e?!xUgZ+JeK&>&+fmOrD%^C+ECu+)yDx45Pi;TW25Ri;TQjiEYwEn&X zu6nHISirATd{>H2cTl360v?h$KcQRfl`(8h&u& z!41eII`jKvkwdi#LB_fAnp4}lh4Xv1F0*TXP#>2q(EKJy!d?)qcYM_lYG4^+6u0S- zNOJNh)n53?m4C%>Pq8+>7WAotxU;@s_rFK(F!%}bA7#shJSRRVJL2FSubh||fY6vC zjcKY9KF^!LORcFAU_PADAZh-ceOdT>$(KiY^++}SAAz3gboD#bK*|l`ek$ssBCtxB zNGG8orlKP~Xa`52*bBwDA?S-{Ly(Rz1n>uL?oVE5SKf`=4i9z}*-y!-dY-&&l(Q>; z5o(+r7@&5bsW%ek8#U{RjW%E!F{>m*Xww4lW>?{v>4`+#0_RKwJ6{WJRJj2zvg+s!TcZ^H@>I zYzI414j=_cJ5Go7a&cr()yIilu)SLpb7C4?<4>BEDFDfk3P+-EM?d3tY)E)z%7B$fxyQ7jEMI8eWT_EYWVI9MPl2%i7olirY{K zJM4BD#HTfHJHMdiB}4QqW3j-C+igdQdwQ*>JytQ;J}HjBsO?!3Q=J;2AxxxMF6sEb z%;x)!fYH}rP+ub#VKwkJh=I~{6>pNXb{(83NUn8pIv(YMsy-pV0}vf3+gSgw0D73l zDC+E6Z5G<6YH2dsR1TD({&Ge+P`&Vltk-s_jliON|H{q)rsWH1auHsvDm{f+FK_Y( z**1-BFu*4KHRdSusXj)J7c2AGfq1BWbuo<4+==2<9j`;7&@fvJXSjJ1vXfGby7jom zFhB0-xUk!UvmSFUfl=OlNmDm!-z3Q-Zuxm7lJZK0_;n~!5u&G+yk^iK{4 zT=`DM?F+P#V|;|Jccr_Oa*+(LmfHX~fHz(`M+Y*yDHuf_g+mN_ST1;mGrZDZFv(Yl z*Niy*DgH|UQkYS9mo}S}Y(m>=*H&r|G6K%wso1!@VU6+>>5NHJty}I~DEnwCu!vAb zM>eiUJlu&1Ar09}B@>ebIV??^t|I}GH+g#T71HepA4U`Z92prfd~no@f*ADrKbgRj z&F;W36WyorhmE+K6Dv~j+}rdeW;4x7SbAM7`|jM;zZe15XM>Wf>L7JT1ye>axeZ@>;GW)&^WIJ(*4 zUEGGlJ_Hn*wLh0vY2Ohj*WXraPmy94$mN>+)Ed|Nyp@!1S!(=4O#nvW1jwP<)UiKZ znw2R%nRF>)A81;t=c7OHp2gfAl#y7Y0MV9~b0(3j% z_?J(?7a5=q?Y!Ne{P)Acvw?E`-}*Ftn=h1HIvvw8?#~3sEuE}PrEQ#&bqc5WI+wB+ z#ssJcc!CXFby?p*az86cv4;0~$$N|c{tZN@>q`Mp-xN6x!0CI@EICG+t9waLDk@~a zt1toMKh~QQZi)CJZm?8ZBinZWHdLHEkp3Ww2ZyYy0sN_4X^kVAdc(;$DvO_o98~=& zCJ>vQRhtKUk-?ETuh`Y=n$zLq-D($2t9V#fARq@IIVlKc-hUi*qaF(wW=p&${WnaX zfd0n0C%E`0#7nMKu=#>1-Xn%E)r1%UK>4iO(`oNO_|8CQAIb+ z_(8UFnJ$QRv*zQu5}qY4vc!kCp|||P%V@PZu;@d%Z$kfXKOStz0>5SRwXP}oVPC+) zdHrGA30~ds&;yG)Bu~q#uZaB=F1{;Ai|hXpbyiVv1>4qcppnLDB)B#n+=Dg2o!}N+ zgF~?35C|l=27(6&?(Xi;K!UqA1ZfEFKj;4A+&e}+?6>`}_o!N{=3L*DkB`x*%Dir% zv`hB8ltoRvR{B9{yIQ#(a#ZquZfq@bE&Xy_ad{Vt8$ufdhr|s~a{};#s+885c!I%= z3cBR;Rzvm2NcOZ_e4yG<}YI_@5!KDEyuX2-~! z>iWM#%Xw^Oh~5`4{pb9&H32`nBuT|Mu1# z=1o7@vtlJs7PNx>!&#-6LL=7m-Q>$1pT6$l>x*KXu9ZDhs*yRUz@##;9{0`X02izm zRA06oQlF&n1Pr`$I`B}6zi7QDT249w(6j0|k!le6eFqdF_yJB-OThO{I*wd?)aSgQ z?X{4(gD)6>BsVJCzFWIIUW-noUYAH2dk>wMx16e7lfkZ(IDQzFS#VI4Kx(`y*>ijn z7hF4D{~I2u6RLm6)YjDGJDk4BJBXUII%TO%8%tuKNeM4MjQzf?m$8)WIx^=4MY!|E zu=2ye*R3CMEcVQ~o!);UlUAd6f5J2F)NJVUgrd?9mfd3+0&n-c&*YE7RoYxYjmB;D zjF;$Hoj31WCIyto-7ngSm5lX68;T~+2zqW2~pW(-k2(ryr z3QS&2N#_c8W$ureO~U9<0W3c{2(o+|epg^UKP`a`ats@ztGx}6-*3_K-p0GsforPu zhwO8^8^xgQmR_OVyIkbC4Bv>eKwi#T+oKo=VQE7D$XAFK-4pIgN%*G_g^Tp;i%IOWIe-=DYct ztq>a--!cAzat9a`D15m>yGnZzU~K{`M=Mg-S7Ybh)2nA(=b>C@+yuh2&}06SJu5Hc-ktBZ%Vg{H+MY9CDLTG{0dpK zG#Sv}WKEPy#7@RW`r+|6V#L>IX!4(_tAQyxemnrpHLZTzPK|{wo*IZxT#jKV02l>M zP<{;6NjAZ1`mpR0XAMOTNxs+W8r1OojAv%*b5)IYqWCRSCWxd-Ab7LOmJfNR$(+5j6Y3K2g^q3@hH%ppE)2N6|pB@V{uvjz~QBS9Z zNj=opqUc4ih`(F(hC#5KCx~c2DSE6F1lz+N94sa9MewU_ttXovrH>I6EK$>dH(fa+ zUA{NQ^58dD?av;;?HGWwL(PY48VY6a#FDS86`759M{c*_dG4E~P$nr{6>z)Q?cxKaWqxp6k4KzUXcE-9W}pJ% z$c{ndRf0e9){V&@Wdv~=AlI*R*#LfJt+=rM_@v)MGQwfK6=BOyACh~bTnlr%2-ORn z&OUuRbYnMFxZq&KW%5p8zIe_FM}ucjie_SIgD5|fZnxa)Dpg=$Fhvia_`51EnY)N^ ztjo(+C~AN>qWb;fRS8}>EqJ(Uz^?NxWm2CwFH0=A@ea)4PCAraRuVl>Oum&2C<|J} zSa(`(k14Brq$%-X<|JIE z^ZvW9Q!aHxQBi!L3pn;B>|WHim!6Q#8`=4Nh}_-Vr!_UyP}G4Z&4;@}pTLBk!Wwva zRz%jSf`pZS4)3+Ta#gHJ zE?1S=KlgcamP&M>NJ;`L1Xzf2V2(Ns??DH`{NM|z>k3UEDs(HMtzu+Z#U$(+6*Q{buaUaO&m#~H)R*7ZNj z)S;bl|9?s_-mnq$GH8v2uPIE%pF^Rcn#tDQU0X$Z@Rnid`HC>?@s~t4Hql!( zFm=3d+#%bpN!g$D0t@6GXGFD z9396S+$L~RVg^i9@%Ibq2sy0qg>y-1iQ45?ZKZQjyL_wP=4`y$ZLS;(&CQW?q|Q;l z3YyIJO1}RoW9@Ag9w3TS?lhVSdDd0pi<|H=LiDsQA z&0$3g^Q~RdQ}pTygFfHue7e6x62lFrB$1i4<~rM6VT>9TNa^Y5m6}5yq9`tmR|V}- zji8TS_JoX!@1mJF6I1p%bMJUc4YmZxJ7Ave+^TYH3dME2&hwp!phFw4P(Hm}bZu=H zRK#Rb&5BaFw2B53XdX5deX9*w<8mU?VB#Q*78;0(zm7{r2FM_b0kHArXy|XEVml~0 zv%dyCEZwv=qO@dy2t&0@a6GVkUJxEvXwzs?-;~?}D=@e-l-GQTQ%m2J>~S)vnGI8C z%_6m|X}>S611QWOcqeqjJI>e|ZA4r(Q;_c#>{bi+0#vo;a@>Q*LRJJ9*o|pbr|u`M zeo6{mha#!q-r)MUn4p*sa?=y_be-1_1YC$I@=W4{_+Wj3Tt@d{=q8sN*WHqpTEDa| z^tuFUfVkQwfiYQ)PsD{G=PPJ$zB0=i9sfS=-s1260e~pV36MEJUK)YeVxK5M0Iu*A zP(MfAkBN9?XT{W3gODV8zC}M35DI*{;8P~Bsu9t;O7Zwe z4Ul=SR0m1@6Rdo={i1e2P0xI))2g>VF}36gh^n`)7cw#fO|gXE$1Y=kyJ@XIBp*J0 zbZ3OUci>7$i5UVtJR*<}y3Y@0J9byJQTNm&aTMBaguU_UjI_*@wSk8=ZP~TBe>GV+ zP&BEwIS)PrObKPfNI;J*z~{#}=T2IaFjcz|YLp+d@P}=Uhi$w=0SSFi5kx220w$88 zp@=c799Lz9jYD#$f)>MV%sBbui>ezyU`Dy@7?<=qf9P!78`{P&k)q!$7p8CV2UQC`-+m7hhnyEnF2{d5_KwKsBcX`@!Q6BWK+J|GYFcwSx#hmDN=?3=gsK= zhwjy{!})4bewSgd9?d$!+%mtqu{Bx=F#8Q>GrxH52(X;eQX2zok}7^2lLG$+WGx~q zW+Z$XKiBeq`fzhI+|S@7R2G65QIy0|KtAu1)&M7|DA{XcgswN)n-0LlbW?1wN)N#r zdp|(4haZ~ecmn``-9oX?Ei;;ATeGpcp7d{mp41sw5;MpCYAq>*>y@ZS^-qmq$LSnC zk@aQQv}9RFFSKUi<>XA<`Q(rgj$=t}=<<)-KbHT{uXR^r2H*IiKgaskz#1&hvCn{8 z88$)^61x4rqp4C&wSYG_<~)ux-9vp8K^IPk$G?e5GQWFMUODf*H4bxMRT-C`S&hnK zqN(s21i_ZyDy)Is_DEld*+e-xigP4L)Oep)4U*hSntadM>~z=4h7Kzh*PrLtfi&>$ z_=s)p=`{OQNoaO=NaXnqjgbT|fp8cBml-WYLBU@ zv+z$Su=@@rl#&EWKI1I>b{uREhFO0;)<)r8w>MO zFwJQc3V)pXh0uzVmg#t(4uJi7-{Kt?BiQRak-o!5(o9-2oPFkMF?0@&2-3heQWAy! zXdt$uh>x`+?)Es+xjOxCN!qZT1r7R-H!+Q@bTKUY^*RrKK`zI%U6cr#=5i8Rut?WX zu5p$gQOV<@ufb`SS&Zm0efol3Vn?0;;TIKfu;yCgjH?xW-O~5@N?M`SeU&Tn#Mi1J z$Y@ERqhF4ue-AjOhOpyjt7moA!elahqcXUCaZKfQ)vEAi7sY)2&z&t zD`ebBZxqcTsP-?}nY>_^hX;Z877Od99#gVu(1=_boS_BWRywF~t_ibsge;5mi(|Fb*N55}$-tv>i*uzY z3I5?X<^L>d>r?tw0=&1mp^-Zn-AIXyNJ~Znrc69e$JWHy>333pr4+4LPS1~S+?Kk= zt)p*8+|BY8e3zbAlS~vT3!!5N% z$x8pFbxb}VC=8&n87#C`?-a@qAW0R%>rPNUi@DOIH)GY#PMXABikW#HnUG&YxqT^9 z6`t>A+u!tJpj!goP!#Jc7DgJ{o9L+1(>*3b1YDOG=aWsYUMV^9DlWDzPo_4?n!^v} z*QXXw+acP#*u_fSF=pC~3^nxW01w6hh$2hU-q&O#n;_57f*{@S+kifZ>~XALyQSZC z$FJz>oAcMJ3;Ix_CZM(|XOqpbD9d{T7}Kbx;XkmNv7*^4v)yt=k-2)MoQmtwKfa41 zElo&qLrDJqEDHI#hQW-@wK-Rw(-A2fV+VOfvVOuVA`j;g2)`qLj{ko5Y#Koee)!E zVbl(iRNoY6S;TrE=IcgUVpTTx%_u0C9ht=kxdK(k&Wf4x2UqNSm?7oXE-9k#?A*LV%oQi}3N8Ra+&FsgnQ0%f1h@1lgG zQYsi!Uj{qvvOil9OROKp(TGO5>YdPa-p>hk1}f5haI8bEROz`r%9g2eA}JpINny9V zcXw-jt%NM&Kn{$9NoHJ1P=A#m`iT;^b~ZHs6;9q4HQ;FUE|M6^r0Yq+O3U_RRW2d3 z@ztr1T{*|eTO2ZAI*^10tQv^9gri@zs8LPVPloIEs=YtRbu(KJ=6>O9KIW`sY zbzbu`iV=%lzif26{jU;?-be1(7}!|y=trd5n1aS?Bxe05_^VUIFEjrIgD&&$pIJ}s z&lr!Xg{vTA#Tk-IK}`0Nyh!xI%#7ulTN7}<331J6HF8xM&f(ByA_1o?{} z07eMssG(o-AQ3-(^mq9&|3LL^8#)iv20wF;@BjZQS^SCke>EFE&B~}rRw>IEvk$GW zMdLS)OwzSc@n>_&_jxxAX)R1@OPM)CFfz5>%AhTEVZIzZ+@fp-s7b+JQSIY_ z}UnDW=hDnRE^8(|MPnGJ#y&jbT;- zH4_EMWj#hoM$b<8&}(1I6!PvJ+0Iw8VG2Ukouh*x9tX6XWf3W^>r`enIabxITT#jJ zwtdH|ECs>IPsmMo|?j~E-T!yYBkGwM!6eSevYtdiP^gXq-U$_lw zEZDH2@=R&I=^4$8%M2(}K*LksyaKu4%2IRF&g)&Ko6T@kp?m=4QOMlqnl29k+Ju~4 zxChQM*UXv>^4qiHV}@fWXbGp^y!TyoAm|MQ?2SA?gt9NQ!9lCJ8`2%5od!}-lbl0mFYuVKvwq_$fwAEv z#XieShiX`fdLz6ZHl@dYf7w;^7-=hq7HP$TDw}DV2%G#&VN1 zl#Nc`!Z__mCZ%S1Ndc%wcZLlIB9dKRxN3#H=#4&y0cuU*&Tk0Nmt3gpiDy%#H+b)7 zb2N;#+$Lg5*aH%r?tdx8V6}(d{kT(F(gO4N9J>$p&6W-xtB}Mw z3I$NWeoXP;*SU@)ZK=fMkKl744NcK^x+mkI>e7jYXEp9%5-5=~;-RDJ_|feBt2x!` zq#(+Ll-9t8a*QZM<7Y~k8H!kofzQgX4^s$Jb)IG}rBF>N&95DI3 zf}y$^PouUJvEBk|7+fVkY8iqG3c5h?yS^gZeBKL~ND-VHmhftWvQ|D!`WMJ ziU{;#*p_o&f>#s=0Mt%)e3`_;_$_1JlA|TA^mWd8VD4%7i}CN_Dh#9;ZBZ=>hT5hw z&h74b{|iLG^JLsV3#KY5k0lwaW`5M^Z2D|9{pFKLNR6+j1j0jYa6*)LP$=1SP5#13P8WC}-tl{Vq6isJqc}~&c;7>gAX_OpV9uC?$G3s8hKGq;vL7Au z>=8x%!Gi3t-#Lbd;ok}VtG%TC-(9B0hZ0{6*5TkbMW)Y{2amR^=7Jh%Xc%vTYySXh zD$Bv@B_^YVN_{vi1Zjz-QBc~fXUsi9O1vm(#azPCzb;XLT&4qhg~JRp^^X7DX z@j`t+>GxyrXUkmvpxhvn4+JP9Ej+;P)R6^~jsmk-VihSvr3gOWOD7s@lmR~kl>+zN zaS0WOd@%P@r*;shMxa4k_c!ZWYf(e6wXqWfbR*Ovg zaG0#d^b!T>VU|NF@;=l_D_$po=`rW93>}(z81eEF%_EfIT%k{MN+%;2W_0*WOk38S zBvAb8Rif`8N}EEdP&z0wbJIi6EngI--`VvacAZiAfiMTi4fNDhhnI{d3ZRd-#E}YO zCpNA?N=|vDZ&5118n9S?*A5nNenxHQ6-0`Ny@%(Lr+oHyS5NeP;9R|8fhYh4qEgPa zLax#_HE--Vx0OMc#i85i{V7~tlV=>8N3`@B-7=Ej8n5+%De^Xp_cu?0jux$9f6!!j z4RlY^=3{A=#nUN0YpgSfJAlc()C4LQ@YsGw$Pa!$6iykJUSZ3Pk;v?k`w`n+Z@cVO z;Lj_y-S8#8hRS!y^#Cb_$191aUoH<-RGuAQasbL#HQ*fDt@#z7%J7QCd4Wm4!Yr=& ztC6B{$BO0((8Uk2qCH=k4fPCEKiDt5gXAAH$tzqVF-s9IhRXT3_{bHXL}4S^iZyEu zGaLug4`lk6%}qM9>?$0_n}@}|4Q*9pD&4+YO)SDHRW=kSSf9oJwO~S55kC}j0m7_2 zClyL|O@j*EH#&p7-mpjDoupThONHOa+N%+B=%i)CyRVMFd(VTf`Z`jVO|YI5g5Y~! z2xA)i5kl7;G2?7VuPxU{O5IYUUeMp-LcrxmyLCb-qCclUWsGgIuNk}*J+(}E@5QsY z6BOSY$zxW9$}O=eKivp;-F+QG8ZT`6{12;TWMEC`VwxwG03^HWog?*U5*wTZp6-hJTRhrbf5Gza1n4*2-4aBPUU~aZ^Ts;ONyW! zUBFo;U#^Dy!`BtRH(3lmi7|cFZ_cLhEBu73BXP4*T4XjD^fS{#6}w|R7qJ#YJG*iJ z{l2~Yn}qS(0G(a{y`aTwOCVX-gBs1=6{o;)S?^9w`gh251o1&VDs;(Id3dq+TPhZE zru6CgX2kv&QInkdjPo^VX?9#+*}!$GM#N92{2-W;r=Lxn(Sz9Msvz*7Ph4hBsj&>} zfie1vt=IOIKP3(v|D#*_RhGj-_UhH1Zq1zX)BXDO^b1_0XURn&(J5xXq@;bwH!GXc z1jmoPvuMlLK=MPb_FwNLhn&C&Pg9|k=+zQRxKqiA-=yNyt{8GLzKvv85@V+8-``{U zR9}nVASRB&Z(GY%Y{rj%6&9JUz1eyllZsZEsAU9L;#y)|CJ!C|xdw)(`1nEZ3eId* zLy=*43|xzE7g{HpOdDyA+SQChQJE(|CNrf0p5X;qq%_xsx8eZ9PW5lo3h~m5^Ijbd zd_@Nn0U_jRn=gmgAWQqN`}Gj*C(sdoa$Qr9x`oD|ag|K7-~UYI`NVZO|KELPz!)n! zMzffx)b}FX42)09jDM0T>a;`li5(t?FPN+`CX_-&e(1e6a_s{KvPUr;KBjhALUUw# z^FyRk!j?boJLJATEoDa+G9V*&KlQ?Cv#l!EL$xxuOxN~PWYSN`j<_(OQu#xGO=p(} z)h)j7h&{9D&J9Zg-m{Ij2~9DEh<2Vepk{#^GmwaOt?9byfWG}vgy3M@Byk5UT;xLl z3(BHCag^vnlg?DY$y{w0&3lyC7u{G+03R%4V_|BJ2~w@ql-8ND8oGan*ZV~oy>>kZ zK%ia9Qpx29@M{WRK}z~#%=YeJ=>Dro%@d#Ql^IH#RYmg?Xb@?R&?#&dgsahM*5C%w z*yyIl?{JgV>>;{2QLVA*YscP6r*7tREBu>e*khU2+1OcN(m;>eer4cj zQq!JRVZeml9Pwf^Wuo@3EW_j^xM2clTF=RX_YDf+B2}jMIIv@#@r*-3C1DWmyZj$O zT=dRcW5KEc?#}LECI2Ykr{iU3hWUrJ#lIWEya!f~(iHkFGp!VonX>=&0&Ioq?c7j0 z5kClb{QG{`)AfO29WTCH+$rgjV}h?>mW`Wv)G=GKEx6Tf&Z#;M0p~5z?qnZ8Q}g^M zJE|*)R0PB7D!Wxpq8z+$&rZ*M1G9j~chCHz9tBM4D6cDKFE%q8V}xF3_Y;K^671ZI z-l>KuhE1>)9NjwzN`;_}H=OyBk;QgOq0Zx}YK5%Ty}Rq)@5 z0+gbAJx4%mqx6l+e(w8E_gX1q4Nmr5E|8a$;{6L+cy$wGqDDxJ{r$PIUkqKR8&T0q zBw#G@w7u5v&dMwqq((}Me>Ha;?4!$nf6FKfTTU8|5 zHW_UMEMAKmj-OJN+UC|W>Xsg8kbSvlDdl}UWKCOcy)M7n>GfUu!t0iL?C3KYNVz)> zWRF%vroxHMOU+!FZ*6fQ~A2%=Bxb=*W( zar>Y}rlzv6QQNlCOyfW9v*wjQ`8K-HvC@^Yn!`^rLIZscvA}chYf6P=MNwM?mR!@5 z8@J9jYwr0ip|e@XDc$8KM?d?$I}wt&mLZNhjshdTubHdv#d%GZvX2A}>^9sMEcU5x z9{6v)N_Skv&t7lb>0FQHz_h<=76cT+YE$1Qb+pjn4Tu0~3R{EoQY3EF2vz2mrNd{@4$<;sXd;DT{;Vgi}8`lXd-90k)vm?Niy3E*@UAC~H zypT-|S@=Djs-!DNkMUf#w6a*4>kKVOpBrpa5BQjWN2+Mt!KtTtdiZTw>LVs&iWe=?rPtgQA!+pZSpu_UU&BA3K_mVxVZFJ|oCmU>)Ag%ONYL^% zWG*($EhRrIa^VXqQd-lWX`JgHZhb!5j0%(5y4YR6E(Dvr;+)lG^2K#Kg|^tiJm~Y|XBc{_nrTw=q?6Upet@LNqo9;6GGO66`om3-%abavR z`or_riXhL^;ot`<(5Q;;bQBY`fYa?g3WNeluIw6ofiRO~3|00pG_8NpL~Thk&jbDR z<_)Z6(J_7M^IB`J2Cb8AibHjQU?^78f(?evP6|nTA27RAdV3qJGy-R{=#I@9I-J%G~q1*MEi(1 z`ZD4<{RvD++h8GZPwPSReqN{%=0b_ATS=QNpWEGT2nj|qQ&kN!*o%4W^+V4igC5H#K4Q;+$2>SN1=PhxoCN=#nqpd|_) zF~LcOE_OEX09*Lhokf65Q|jM;P65e0{iTWV4zW9Uv`(+F2<^8aY~PQ((=kG4bQd66 zdl$DvV$`y461yLxeU0EJ!krsqTE#2qRc#%T#N3fXxX$Ysa+J=7zKS#XEzg2F{$^QzYR7)EFqe-BLS z^!z1V)-nEKK}?YW`Qg}wVo2-sR{6DkSh@dE;2bP|?h-RUDCB=PCfUTcyN26xd{0E2QZ2RaLwbDd3mAQdQa`gp8ebL z{vE`ttMg5)r91^qHbau_kNXN(8LGgg2x=)uq`=W*Ym>lMHdeRNvs8DTt1a*9vnccF zVVBU}d}#ON`sqEu-+zHTNbSr+;q;PKn126VBQzun#a0?uD3}Q=EWh|i$|i*EG%{FaCJf=yQ5tU(PPnA8jm>y z=%wm+&K4qNUN2!YK`WI3PB+(GRYvTEk`3j}i3)_oqwgoWI0Gi<)kLQ$J%!6t&N8mCtCNn+EjewVVr@6)KgO^1A*cLg6Kw z@T)u)dJHaZ;|Xae1ofB8FKfRiaTB@i(JPr@tI=6G0Li_bp_jLg3g z^K=!oeHIH~It(~*AlS1UXg&8pv;yOXVo5PrI%cM)>AuecGwray=iFY-hPrxYdzsGb z@r4W74bKGmTXkJ_gg6LRd&*=M5^nzf{oKNNp2IOn_XME);9zgUH2t()ZvvN`j8FsJ z$`)d?MT(?%?fN>}zD`O}H1Q43TaFB_uzj1N6fkBfvZY~%5y0`5 z#VKEiP2-q2{K@EZYJPdR*$OBTL-taRMJ`&ME^p9uqU0Cp|6a#M8r845zGkYxaTvLE zkv_da8rHq&JkwyNHSTUe9V)?haT>ZQ5Moe*;`}m{+G}{cZ0h=3mC0|3d$-!IfT)Cl&iSQR1VLjyUxo9s(tVv1xvg&sI{J(n{DndVER&^8 z;T@eX!#n?3rvK-gl=9}&&%_=ztbJhxq+@G>m=2dfwcq?vjJ=Tm7<7b{Yq|_}!msP* z`9d7q@OV`dK*U{VLzbfYkh63JT|XjbTt``VnWUKZyoE79RtJuqo+5XxK=a2eIafiC zuSa({yMAEE`2Feg9c*u)Eg&!W{qY`Ixhpm6>^xOGoKkObb}y=%f=1;HhD^ER z+iu_LuOKO$L_RvCXX;VQ+E8_+UJdbT+lIKCOO(j6lnJXft=LzrApKp~29h^`q>~gB zd_Xd`g!(7~|15s_aFq#_GPp@}WSu=oz&LBLCN>q_Lw3u-RVprm){U-D~>Tx!@bty%zjOI4-tu3>}bp$-5^XyXe@M8K zw$1CdZGp0Ok@3NcSlCNmlMX}ze(r9ctix#U2NMAT5#kiP7!JE`5EM$4)YMUIKp906 zM$hN9t;_gBTbCFaaganR^v`n3pA5z>BN%Yg7()P{D^U{mZme(-wBg24zRQ93;9c5Z zDV{XqQrEh6lmapT3@_FDz{=bjoPgZ1$as@eN52pV6$n25N=C0Z=~JkLmnfq-@ixEo zM1(j;T{#=&ld_>Eh;fg=J`Tx`%cDjX#f;W}3GYsN-ugcN--}8wCMv6 z`!m^)dLIHO*fp{rV=0-`1y^oGxnT@Wms3SA_f{;vmEU-5Q%9}elzbkGrq5AE>hjW! zLb3VrX+aaAMb#m~C&Hx`3OS1%aqBiB`+SF&+a?>%vu?Vq#^RGg04u6VEz;APwjEFj zO6%yDU1!}@U;H~Px3tz^bkxUFT-#Swgvhi7n2qdH*bl)}U&gX(GtxmKA8+1^v07Mfaty(hCftuS$$vvUe zC(g&J4T%}n33mGu04o$=)})VO$j&vd-D~3#EUw-0=m*-gD|>UKk8k_eRFEWL!s(h) z1&ke3wCfV%Je+sx#Wb|P)#_Pl5}45ghxKEx(F!ENqr_USNC`f8yOa~u!^u+-hK0BD zzbs5rcaB%VRrRtEgVUGnx!JOVCTsQMOHEwoJA#x`oMzZQ2fkxahWgB#DXb7L?8f*| zbWnEx>!`ZQTZtHG$)>HNK%#LRTi|{6nrg^r;Mg2dEdrv$iEWSB4?DK~2?`A4XL<8f z^$cLb-+>P?tP2$`=DZ5^SrO%y$%G~aE^qgc?r{#NEkh-88s?PRbRWMnbr0EhOiIQ^ z{1%cbF8jRFR`#Kp#sKu73QU?kXD`}hlry7J_(8!Dyx{~;T9Hb5P2ksM`|5#467@NN zm2*PAjnhw0%%g-v%BZGkD1j;{gOB&A@A%7x^H4EQ8Rj~s#_!`_>Iu9$d~8S4TdwGFF` zxdlnOtk94_3o;we6;jQ>%Sjo>$@%6(}bT&DCo*puK*iJcoO%MTqK0!72C)3SG z2YhOlF4D&%iu6Amgo3Vn{w)#)rw^t$u?(!6G!-5GI#i#pJ!KAR4RxgP!(VNB+sxu^ zJvqF<8XPNc-_3EL%wUoO%}PV~tlY71-^}lDx{S=bAK@vcd})o{;waH$q3;TVwnQ>x zn_|;$bjWlG5Tk$H>~;w~_xFZ$6&pfLbD~BG{QD7tU(KQb?_|f->uj?tsFXr}WtqEU ztgo4)ZeJ{W|L&aKu?PrqQ%?jLE)BLvglQF$CI#4oDm_>oL%$9CVfjs1g)#Y-=s*up z(aP)$oQP(ptQT6<>@D9_bzh9OEy1gF$sg@k*{g|~4)wO8j?I;QjKX79vDhI+Wf%*h zFRfs;+=wri!>dq~4MEm<4kw$7Ke3;G-iXttNW_DJg0Ly6Zk9NkMy$||bAz1A64LC- z4#~AJ8ex{Ss$#!=CvT~(2M(56bi0=G*ToZ|nrpk@*Q-90;qa9O1*5~FnZkI2!^p-j zov2l^ZSRuacpka{tAekIZxQQ zy3H+k@U_$agnaOd15B3H-tTLN(}<5~q734hT6QRW>?8s^h<2+WxjFj15<@{Mi~Lmh z&fkEx$Csexc>7@H7gXXWJ@Xm{%R|}yYi$;{UK*p})2yD+#Ecfmh8_Lvy z+HH6>2}hnQT!4k&7I+LwX_l=78b4;vaU8rgLa}1xIL3;SEh=@B{C4askgRp%qHUVH zF8y{y0CCn|cFP;^Q2`-Wu%dfwz>Z?CEF{!HvQAPB+--cEdgG*W@czA{YQ>SRRi+1r zk>4svX2n)Ogfy^d88kY6zHX^>c$@1D@@-`3Zi2{n$SZ(<{?7I(3^S-k2N2m%EGP|{Y>`v ziO~(Yr79hJ*?ryU!Xs|mx$KrY%&aK14u$5|mdGO`e{kg<6OZdWeE7r69oe*48+}cu zM+F>)KnMleB31a#_nqImnaJ~3r-Ep~BwKq$ z1%gfm%YljbYJf+(1;A5C%-HTz74zvejc$v&K!xyp@WSCN!m9RSZw%Qwi;-t)^2tB8 z^i*at;AZlP<0xga!FI&s-X%Ubp)p_d2}rDUJ0t40+vbF^RRAFisPHSlWDD~WdR%gJ zQ|JP3^{;4E|Ju0y_LT?>!+;opg>ZF`P=6uv6- zsfiK{JFL=}qvfc957tdSwaa!l1mHveDXtU0Q@ z9V?GKAS(9R7WZT)xu2mbUQNx861Q=8_bIA zJ#iUo1ODJ8`e^itjT-9Z##7u1Sp?@KXnf6+F^bh zLxE16vA}maD!JuMhBs}h{C9b^;5Vhn@lxhTcyYOfzyahW2TP04?uRmL)OPuNgcjbP zY5WnYQ2*9%00Ey5ucO8xA+)rk@qAn zMb>>!=?!)}d8A%MrgzG|JaFJlx63(uG;hM_2CMje0{5~{(1Qr>^R(TH2{RjiP~WCD z`z7RApMO7=Vv5IfCD}n$=N(hajfS%O*?Z-nTXa zr<4jS9oW{^0KUrNHsR$Si!Su_8#{cBvH@|@0*Wy=X3**kV@%iE-lnn|sx+A=K+Y!2 z1^e!O>n_nWP8uBZd7C>Qb8)&e5Fz)w)}M0k4e{_-%8af^{3l|n94t?$K+88&D@n7l zeP}K60p~G+L0u2Hi7ff+1$yfknoAiY-FELnH4{odi3*V)XVcHE3jg!nhkxe()Zwj< zdgrTfbo=)wOS^5sg2*EI>9(cOZcSC5g6{1TFGa*#+G?rOBup75kiVpZT~KkWd5SY@ z1zCU=R>**VU6+;Y17nyi9^u}!GaZITi+4Swyovp=&^ z3U8_`M$`w9{1~+PJCo2$X)t$IJYp^an?RW!&-}HLjyfZ5IfTe(KoQ2(9}8^-Y+7KG z6_{i6yryjUzwQ-SxtSX16Vy{Wi(r9*mH||`f+t3E-B_xmBz66Bp&@eK#O@t!K=-L- z3s)*~CFfh@Zq5)ju95e&AeH+2#-YnpG0SK^^Jhk!Sd;unBkIwVaa2v`WjX1YML-vRP}`MzQRB|P+8A`=z1X1Q@~w;X?VE_LQ6f!~rn z6+w`)W;f-aTjKVaw(at5cDgt4F;5$d;wsm-l z;t&(sRkZX^%(qBMeG$3GF^7iVVc`{`*-1T*+X>y+eqG+hsPSuGRGJhWcoZ!kt+oD@ zmIRP|K!O{C^ko{Nte&UzETG>2alfsMsXe(hXv;`_dryIqdDAxl8 zk9!}4KV6ZEf7ucf;#9{*!p`SE!7|cdr)Q~9R&)YGvVT_&Npz_3?zLsQjoYIUvkOPmn0+VfyUFYr4^9d~_vX&PLpb zo4N#(jTfKoVw5sewg?0GaH1R;7(DqaU65qHK%-|*PZ4P4L)L_s;x3Xu&W$vQw`vc) z6=zy2k$QaJe3z%y@=(QhwYElgDlENhGQy=i;+WIZt9ykwxaMK$DgLLa$QH77rcplo zfWQsrH(~~+r!5B_>Ns~biLs7TSI{$YEch{1?lI2U5}leHaNY_v4=vJfWE0(8mVL2e zyAHS@xw^c$W%c&^CFWt51PnN$eJjK3cmAnScMg1E-nDFH$$omf*gIJRw*{Dd$Zb)3 zp{jE?E!po^x5LaC(==J2oR==27L@raPa98<5! z=(FeA>&9jG9pS{>kODvBl2Y62$94C%x`Ieo@OPSEBy8))1&Ng3U$qFuQWy``Zd`vQ z(E|8LOTSziA`|yS3QYaTqp2a`bcuJD9k}!L;pHRTg6b+w3s)`k<@N0iVwLjysk=DAOBXHD{S5e2V`L1~{3z)V)c(;ohSD zp|9|*OV=J{)-d0@3q}pcd!En_>(*)rKMnZj{}nNR!x8aJL=rnU6Rxa^|Ad|D6cgPHA_GDK6FdrmLVakcp-f zM`bA8_-4~H(>5Xf@!_ncHCy5wesFm3>29Tc%*XfS-zSqP1mh;am0~J2e5IAxU=KUi7d~O0(ov8_{?0v)_MxUz@R|}BQ ziHCrq(C3@Av!<$$WxM88-FUQp5B5Dq#XWsx*EJ&8{;Y&t#RxqvAT9@|i7S8sfu=aT zLw0e)ij<4uPU>tLL6*3?;s9+J2Rt}-HAI+G6K0SZ=!XmkyYCf5dg!4P^V3aMN4PkxJ>5givTBmuKyzjL^au1ae?jJOIRbPT z51{$^RKTAyLh$eHtLmeifcIjiVet=4(rE=Qxe2Dw(WIeUd>Q(&1wDX0sipH(le_&3 zPtbY7=>+DtjA`J=V0KH!V|&}yNI)>DMK^IyVA;+_deEsB7J1qJaC-}%t!(A&iaQ5R zO7jHOznX;*V6|;`4hNtG=x5H4rJ6W64Pde@`|YQ9{Z@O5hTZ&Ub$##$T>R(J=ZE=G z*(`{SR8HtMD+zmg;kBQ1K|!BwjFla4(dr0|W|TL2WT|1>U4SlZXy|7Pp#(qy3GN4* z?ocnQD`!~jf|PN@q;O?g6F2l`N z5;5{!G14hUM0#mHmAn)za@9i`K|Q+z;O*(Knc!kyj_b*#ez$9?b8#(S2FSRk5bD&^ zs{Mo?2_>T&SWX`f$f2#p>vQ|Gp-wvze8dbBkn==Npihf7zqw!6tBfhH=hZzxO5Qo_ z2$W-WngC9t)w`_$qNVv1`%5|5SbcKjSMRWphu#%iUP1VKmZ}Mn9 zOY7zQ@a?S^v)=1cf;B?X(Tg^nQ?@F>TwhLTDCJiJ=g+! zLMdzFy~1r*&!-cIXNn!eiW#L}KmXSYK#HxkNdKMj!X)tSdCJx-R z`w?eOdg|d-jXW{BhjbzeI=(ASMeVrHxN9Zuslbzgod}V+dDUW$ZQP%EX>-{D^UTuB zm_z^=r(EDih!?$tZM-pICtvS;8h-*Kkt=sRxS2A&+4P2uV{cP3Mw-vJz0v?)N+nfZAepA5tPbl5C zB!QXt1~}6EpTqatFan>FwfpTXe2n*q_g!gj&wfj}@|pUrKS#u@pk)eSxi6M=bY|n6 z_ZsPvU7ZASLNNaD?XmtrC#9hLVnI0!hc$9iziNwF1vNDeNM(BWugCR)!uTw{Z-3-Y zq}^^GhmVOdZDuL~)H+avsWyt#TN?#2i=IYZ)&r;lv#92g_bdyK^Cd5QeA?>-L;ncV z#~MA|u6Mm^77>~`A_x?QQ73BqV|10RH|=DXav64gfbg~6#!jNL#x-w*D3__ zE8Z{R*uB4gfrs0$ubm#rD1Q+?W%MtSUrTbW%a`Kva_+X@cbH>#;+U-x1*tHPuF`a_ z%cFC9=_G1)Y_^=Xf6eSOy->4e7-?aSRMZJ2QxdBe#dmxveh#eAi}IdLg)z^fyqMy( zv6>z8WS=>p+NJRLjm<;(uwn+D|3}tYMnx63U4Iz5OG*$%VrXduY3W9!LApC6hZs^) zVCWoDx{(rw?nY^(L_oTS=Hu_w(U8*MIN*|81^ZmRdlJZt3gxUR$Yh z5C2P1dlL%035i#kdF?N@0uYmD#!DEsn)|8OvD#jw^eq!RU z!0~)rXl88?Ft-q3L+oxI^ILVcuF}?DL>-=&XeFEIh*Sp2R{`Hd70F*ACm1t>a#6=~ zS-cVk;1tD+COaTWX1$Od$pkXXq)~b8`60olZz1d?W2(@xFES*{Np3yM!%D{{WF%-Q zpzYk!9gY+;C^OG1Q66zu=%i7p7Ex5(b!(LWhWlMcJUkgY&A@w|~M1KXOqd^~zlRDxozfH*>iEmFspOd17Vs7Q(8S ztCq$`|pqhBqA%~3D{#A4W2WH;1P2Kp_lz5syXVN(ujI8mWze(9gAr1X2s0=LaE~y+( zhrR1V*D=Kk;-w#jb6TxcaV(1CJX_!jK})BgT(IG7Z*hdlK^n^32w0eB_}D_`uVyBT zG`Knd7rQUpdQmRNrM2_rrYnXsN_PA2bzn?qMO%E<&Q(m!%SR0S7q6I4J4On}=JTCK zq&pS#nt`d;eroPw)as8EEi&%ky5>UE!i{myd5tFHDoNMA0EE4K=jfHm7nT&{8WIlI z5HSEf;D+SLEyIMo&frJH%ZO6$YL9?K4GN^V<^Ez-;6)0}O;+ropSL;Z&R<>%d;<$7Aogr+tG-B{KS>@akTT!9JH5@DCP89br2DL%f4|sBo3*YbL zhV|95Qu|7*(*rDL`9d_@Y_COsC{4?8>|rIS_XJ^Cp(JxU;nQZ-0~_aWebA%Nm4ZR& zXW$9^2$I-&F>G=hkNnZ^UI=^uq6ur}iHQO7Xy;P{CmwIt|AiwsIA9)BieI-QL zeQ4Vf7Xg07aLdK+FUC!)DIf}eeE2ch)V$Q13!6a(FgW~tf|>X~c~deaniQd7)!(j| zpvEUf^ozexVe8`W#qOTBZTaOY`=;*?W-d>@WQ#WZyb`#ZWjJuljSF0CvN?|}r6GQx zJ=&SOH|BSe>^C9PeT^O5KZpE2C_L3ohQ(~!p;%75JQvE?>Q4=t-h$I+_z%&_<;aV)J86HNX z>VnIoi-wgSNkX?hZs6qv*%f5ht%J%T^WrP|OpF2))-bW3GV8Oa?WsP$mFsPktxpEO z0oWI*H4+E1@PX>>@K+0V!gP3C=)C z!p6B7CdPo-P4=EBI@-_A^bCGfmGbgrQwMM1uu0c~v&f!>jx{|LBF z*`3<-Z2+dtGKdIwGhWd&6*(KfcrX5o0%-NXwAx(bZR*kt(o6iMb|Q^sX$a1*u7yL2 zU$H-fQy7xusz`KI{HfV|vDamDM z9k+|!muHi?=t*H+`yOBobTpLV_j5wI4)MP-(G+DAo9c9HL+Hk2QrKc@Jgder0#p^L%d;acbz|p-&+dqAPH3&oX-?RF5o-PZ_iFjl z0w94Abb5fb;1)2cUpJ)|s9?%7N3t9f`NG$cInB1Z<4ixRe@6||+)(rf?RrL+(;SWo zc=GYYL7+Ui_(MUn0`Z+ezE*X{-N_dAKX;4o72b^b8v6!6k3aNYeg=rKQ)fx+pK}`p z_Unx{r4wUQTHRry@Rz^wrA3V9(aF_Yzg#_s!;&%xvxQ=iKI%!NJx= zYEO~+yKBeijy$6cW9f&f`;M)*=K&l(QU~AP45bG7V=$h%oh&`yqt$y9nLs^-PrsdE z8AGuTKrDMa{LcZ|`hO0{4IdN*fqE)!7ZJ%yd*h(jH`qROhBb^A#=1jFmpFmjWS73? zw%wX^U#vA62m`CjEj{TfxW;H^UB7m6dx!Q$(KJ^{bbrWaXMZXW2tk~Gs;upH<(K7Bb>mqG;5>fo(Q%qrHub=Y! zi@cft-2Ljo4SCnc$>`I}c=BMO?lcoAhnj*K84sn>LKqC~liuN=`0slH9Wz_Bz5_!0 zWqN~(BAsHg_1ZP&zZ)hb)h@iBd8q8E#y&o-B$Kh|Sdt;QLZ5c2U51nvn(_q>M#1#L z^VYC{Sbf?3vwbGz3btMHdT-*`nxXf6`rWiSkFox!B4$HQu`-(Tqz`p%v&Dq*(iId; z>`|p!fRM+?4--pr;s7AVIe!P@G+1f+5s%| z{%bw1s5~AT4GJ2OB6WGp{(c%7oul$SFRR{~*&bs)n83gK8-jqff!0ed%!#Eu&2m{h zChG5}@ZkM6&n?;uv`>vgSdxXvw+1q9pNu{KBHgiE4ZAEpR{XPQm<5`q+zU!MR3}9M zh{i#^e{HYpo;sQzjugBP8%B(XZqVup?xfCS@MNJWbl|JWX2YrVFU9Ec-lH( zit`ud)XEOdv#qla)gn@oC8;>?$GO(L#N8i1@$^_+-}&1SUxL$DfDbSKhTjgy4szZ=RVKRaoC4>DtZ7|6zJ)EV8^K)pDl z{c+4|Yx9pmNWUc#g2thVAO4U{hOLokO90G3uaCa2d=zcS z)Vm?X;#Oqa)@P&szV}CL9oj51A`}1O9w<07x>*>P;W zt<4_npgAjKo#jDPLcM%e*}>nMq<$6Fl^RiX)LU;wW-*10lrlg*Jo*bZMg}aq1}Ra% zRuun|2Vpq>D)JO12e2&gZryMcB!}nZxdY~Lm^M+u9^yM@e5*oU8eMC$v ze<~I*CCMQ*yOd|MN`cUkdfrl))CguqrwZh@s^pzYE9>SA3Pq=ImslyQ`n6g z;#^`3xt^8REQ5Yz<;7s!Sm+9~c6y@|-^7xeqD94|ADreVE%pv_`@UA0@p?5l$9D4j z7Y3!o1wHG;qNtkWR-D3s%WNAS;C9+I-%L%FDSb6s!@)jZ=*1T8_1fS@5%$rb*1P<; zI7-cz=S+yj_IQ8dw@KW@&Gnj}@XBDaXT5J0zqT;nwstIYMbj*|QiumS1kx&=lSg0p zA}MP+mmB_fo?8CTJk8n&U?roE7;M;RySIr*xYq&`qwf$yL*7Yx(nRy5XIJzoT)x0~ zoDUj9OJq?Vu>^IifOGVQd-D{et((hhMCo(+Zao%5%-)Bf{zxsl&+`PFe?P-M0ZjbO z#-8!n3>9NX<~h(E9QQM>zp)|!C4C+K3Qk}}F9p(?*3#ePU{nAm3fV}bL|XWBt-=cw z&<`ICFc}O{-?{L^I$x=&y8t;nphoGGxRS~7rMEV+L~n9WTodxx(6Ln70T1J@{Fbma z;1*3U2zL>lghEphQKNh&x7VZcc4)(jOf*Q0!v_EtG6HlPYCed4>H_&(I295E*L?qwLM zV?HP-m`SJx!ht^b2N}QGf74+3i&IxK^LAS#RJp*5+eINgS0MkfMa{%NIKne-df*|M zb;Zx1q}>(eCdQ(cfKzTa73ybKEMZ(U(U-5ENLbgWt zsuIKb?Rpap7D6KUJoa(oMCKuz$3}A}J;N{FgWcy?ltY4)gd~*>n>%NE?b?eSR2L7- z7(}_R*_9s+Y=A9pDvVpa0JiQ+BpcHG9dNe`afxAGp|h=muV(F zQDZ&;!<>l2Cezjv?^^V8DhR}50XP1wE%Cf1E;_fN^Dj7@2+(Bd(`^VR;Vn4LA_cro$1Gqza#r5?A0~V@*WOQeF%$dH4r{G+V&wky%O07N4iW#L0IQz zeE|N;o?M^$SCUPNFGF|WlgC)lRHSf32yEvqN${#nIrVxVsVJP~z4Wr*Aaajcz0>-Q z#Hbwe&97i(W>$F#;{Ya>(`*rSOpsXWSwn>2B2%IT9cMehp>U9<&^)2|uWl@ZWM2y{ zXvlD*Ieo6dW7)JW_d&(oys`aahv~yK1mB|?Pa=qNyZ&N-NBfZ#8`}ZMCZq6wAZ$$LV%19)e7-xY0j-80EJ4@(6fC zmR`+By5l|Qo4>8Z$N;^u@uwKJD-SUwa&<2Jv%GlP>;m)nu+9xVxx3@0LCGGkIK!F$ zyF&p94+>zwUQL*;XU@~%bb z6VkAkFiXw+hiq2IC}AlWA-+@DkZzf-NUzXvQpUgYf+UQ_6B3xKK>d7yA!gpO&gUBc z<>_R0RuB<_5SuBWrNdX0ancC(!7DylrfAQ_j%xC!*SoSxsk8Olhr;GI8xpt- z-u%Ut<^3lIMDC(s-=TuEgvc$gZXOTz;w31Mw#zpL?jm#Hd*e+b-(RPd$9S4ur{>^X z<1UYX~+ z{+ezOYB@oeXj`XqIrHmO*3_3{{CBPppuVx+x2NGc>nS2K?n-;+9|454GW|&sW5zwk zG(L`s-cQ@@DQH;d=n*Qlh-FtO#;k~Fpmo#mM%2~{7S>CO^?xXOE7dpWl3GhQPcCGM zr$(u>?}qIqFVR3r7%$1nBpFYt0G}tSP|HhqSfG_a_J&&;LoS6&q?2AKDre05NhUL8 zVKocTD2`VQ+dV+v*92=@=vhze@*G)^&6|8(x>rL%?sMM`SOTRvRvsr0D*yYDKIQ#f zzu{~cu5?jnd6wN#u;KgHXPW)B$YEWZG4SX@P`!8p{zFcE#|dw zYomcg>CK8!T1(OS-^d3_oDaQiJxvD54EfNe@^p^%C(6`W7A%oVW3pXF{X<0f@{-5r z6@p+hv**sHQb0G_>qGt&ZUE!Zg2;)_FFt$xtoZdBH}}w>HGzPKOM=EaxZx>6VH@eA zMjl2uaVW$=68-3%S#Hn%eil!s2xSd{yJUM4dn-o^6ufI9ek7W;GD|x}Q=;EZb!$gkSU7xoi_2KGFx!nK%#_v~4PiF{1_) zoS^pwU>dv$OqU?M661QJcs8kdK>?&DE^4#}Kl6U(rI{P!eA@1?>wjRXKK!nIp?}{B zH}iLHbQ2jq)-|7=9%p}tJb&|SD;VHj*QykQAd{jp~55)fdgb3P8L z7R?P|@c-HbppmT}Bi>I^GC*4enEVtK`A5-BTxsOVV%9seXtZi0)Xiwumk4I;K*lG0o}o0b>#&z{ zwZZo3^<)X^rNwzb%>AFWy42%8s}=N3QR}-Q7W~=ry@y2E(!6TshKYzoTBHt2tfJz? z{NMFMH=&`i)~$}K4{U7gT{5f3kYJZUwX4GNvX4jap#6=lm1FqJZZxt7kl#C9NO1Zj zMhA4T*Mm!0Og(?|PHk3^uMs^26gxyjGR}5Stm3yhUW`h6$QKa||!EUo-lZtz{5^2;km$B53o8Kh5ZDj8a`eZEd0 zpeB>O#K2UMWQUi6=s3eL81;c-`|RqWmGn`rnL^_6Rb=}Al_=q-^YPF1+y7B3UHIxJ z-P0@+?a{O&#q)kR@=M|K{$U?B`RaOgOs0dXvl)(UKnP604ntF>&*;O6R}u1(d}sR8 zYDh%~U8{6by-66bXz9Hl_%I52tPH^dZy?KQF!e;cW3P7BK|GfVFI>0URi1=NDN-E$ z;2+YQYfu!7ESa`%_(pU6fjZ82$0~(0Zc)fRry+!P2EQEo$AF3!nTCUuVHr-1JifbN zo~{YTD}pd*-XM}FyFLMfioUm2ACY0EE5*zqU(l(FB+DsI$k0g`DN&YjbIu_s>KX@R zaI86r;t@lw>JJgC&GFisfbTV_IzcOrp&*|`hrqPD#t>7wx@SRFzQdgH0MEoc#d5n% zMG|~SNXkxKJ8KkCyS2&op=b3=c8(TXtrCCfYcc@d^-nFqIy7VoiMOV9L3?*}rQq+gmp?d~sik2Fws1gDoA%s0k;(CBNIrMO15LAm&0do~ zO_!&3IL$-kr*AVH6QMq-y4h*G2>@Y5n@c>m!TU!1Q`3ERoP^2{qCsmov zxZbe7mk5JmG@01&z9i82t%jP{BJo>rvNEJ3{!fxzr!D62`C<`#Xa7kQzd38ut3}J7 zAw!nfDd_R<-;=bsfIZQFhGK^2=w=>)zqy)-DY>Je()~_lLjlPUwI0F94vCxCh}>a5cQ3SiDbn)y5n-uJEV0 zV&3sK?HJ&I+@-c^GvU6s7mLiTE!X?)WFAPc$yZGd-8Wgnn8`JXI6bCn&-d#tFE*m8NVFNJ z`Cc^qK3vSPOcoC(Sxn)*(#}pF_-jXg1wtO6P|oahNY*u9y_1e1S+lCu!s&D@-QFn8L^f-43YU;nKL4y>q5Fy%zG{{ycBCmJy`=3(( z?(AX?i>9*M&z&qyDg{qYI(r}Jt67qf(s!02zK4%SH@6~G$KHgACrp33l}eR}SXO4! zeI7-4%G@a(oU3ZuNMD;H^k(G#Q&3XHdSm z!hl-2E3Y4sA(O#v%ZL_hTkUSx8j2+)p!@|-@`-^^ro-<+zeM#<3*Ivu-7onJ;w~aLz{FUMe+5yPG!Hu0`XIUJJ-W$-$;Z zzlf?FNQj(5=6#*d&La(?lM2UXcij`OkLOM5(L_T9Ke)@xB!9h=K!sp=0VVl#;t?hB zouQhF;7FOrqQ*;|;l4XQ)MOPKZfr`j!(QO$%IHd9_P)AxILqrHSW^*mTcecI1GKw=YbqU1*fVS2lTE_G922fk3n_nxz<&%{* z8Q2!MB<~jp5fMsMi-bO8LYq!w%GJM#xnyL`cn%;HdAZn8ZlEKZ3cL?6`f?l>^=~2` zxk&vHf_4`Zi(E-3AXJ;Cy>ZCEty+_e9tn~-@We-q`h2QU$eYq&!?CbM2)di1xWBy3 z!wH=fA+0QPB+;feKHWT*>e6bFx5!0Di-=xde_HDHeWFS+NU#0v1VY>WBK4uG_xRe@wbuNppuMsHkNq-&eS))loQ&Lpq1LSx) z+s;D$eVInvB_C$9cJ!rBlxAAc+^(08Ox5vYTwx;Q27Y_jp>JBrTHt?=L3zilt# z;W!;D3iYt$h?wjQE5t;p@#g-|sh(=vA%){W8<_dqPIQ(adZ`KP+JCCBmmG%DFF)K5xp@th-2_ zh;st>c*=ThF`9`Pbj`jr8oR5H_+}~EKaUT*FiTo!PWOOciN|tukE0ERHHjR^KA#uf zp<$8Od1smbgd@+RG+yygz8HNGKboCQA-T(g7xc8Z%KU@sn?a>~^T$>1MQyNLJcLgQ z_eGrKoB0(3sIz4p&VqeaQlEg_ie)SrV@fF6ZfU0VL{ETF7#ER@ak)f$_Yfu595ESX zY~98P*_;L#f8*12UGuk5U3u!A8Tjq)cL*? zGiatkYx_Yp!42mMd1k~a%kxAvUkf)CN%TY3?e^Aa$K1au{gVE6K&CqTT=!kv#rMXXleX~ z1?O&Lk1_!lkA1uku*WJBbgc3}l7=cNHUI-TJ;-V|>Z2a{Fxd5{hs{!KVG$I0Z%7j! z=XU8PM$B!*k5kT%xl@%UYRZ{!AktS2N>g7P-m~XrlBUOWP;sK#sNE;zTU+kDI zGEn>Ax7Q5&p0d5uR_x*;tzc`>8MQB_s&`Lrx1={OmRS-UG|bI#-z=mCqfM4DPqJ{j zl$L`?a90)U@34mDx{P7ps;CFvhGMX!D50>9KMO;nV&BPEXo=dXpvo)mW;)>%cQeO| zn8c{5%>K0TsR2_ri}uFCi$j6&9THr_;>C#Va`TL{5_Wd$_BHCHQIA`68tG4L$5DCW{>JclC3;0DFTsV}`xhZMa!nCp>NOQi3gcVvo|~XM z*(x>)Zo`iI`Az$L8{2V0wpjSoH)}JqA<+SQgJz4seE9UFXR1GFaMc+NRQt;GbI`-5 zkmMLs$|x(V7EqtOBI;O3;aSkY)Vp8qXwD@lK$^JZ<0NGiJoxnb_jH zJawS?UlH4EDn^aiT9m=pLh4d?vIEx4tf$usGn$q1TLL}^a!IqIS7Gf9vlT zezvew*FFl`-I{D;TE_-Ct2XN z?|0~%5Em0bWjBJUJ?5?>AJ_F6>rPp{vuZ!`z;6tL( z`?0wjyMX!#naa4}vUY#xqi$^+o|DpI#ufB4;1%P+>7ds1`V78O*u5ZSg>Cz zt&{#c*A4ek>vslJo*-GrL5eZ?p35QX3o0&N>E2 zW+C7;fa0^@ox%;F7k_MR)zD0wxBaqwoZ?`+{Dq!MozKMP8MvjJHW(=2@`_(myLY+0#RRM@PfZottco=KvzN(x{L?Okl|0jGwj*1tw zy1mU=+eU|H3E14S??cX?wWQUWpKVfYmQ1wl^I>P-U+bsyy^MnGyXR%P?}bV=W<;Y5!TwqfJ(clBe@6TT*{9T6 zqLa<5`PQyb4aClcg{aWV2)|0%%bu; zMZhqyPQDE5fkiT}X>iQr&`rsNR4K!N3WlN*iwCK4?htkJ1`77jbMhi8aI`-0L|%a_6x88 zt3d;d@2?QJM9BC%$z7lOtBrs?!^O#Tx~^ds#oWl%9~{;`#`qz7txE;wicY8ng>7jm z-3W?b!y0jxS@rt*s^ze#&R6~%QQq*;KX@n835q+FCqL(n7xjsMin#^Iz^7mBmi(S( zPEtVgWJ-!{CtQ*#)kW?BRmi58Whnfz!zF@7lxJt!%bk>tjXEQ~GSAHdFHp3o{T$RZ zLM07`dvV(7{)ohh_F52pOy#?(301)VhH8$EmELO7U1S;(`I_)uiK!TxiQB5ScG*)0 z_6gZAq$V%=d|LKknXV^xr+0c-4nf}Mj~uST=O<1m8a*_wo%8F09pUxFWC}E~ zR}iQCy)E&AqM#@}Loe0))4`rU>q;t-4M+BsrRmvmt$*p)=+9Qelw|QC>rbF!e{x zE*)vQy@zkiMBlAV?#4Q`NWy1>4xRXxs3C>z4bp;jD)VBm)b+JLA z9Uf(K=i-5}nWTAb+MYFyCp*1CpP!~&29jaB8`Mc04G-~ z>0a5xv}eow&5Pe)p!t?yx;;&s?x7XY=KYa)v?VqnFP$%(nFrU`-w5ID+@(`t^1CeS zlX}%RgJe%{c&y_b=<39agjs`&2na-?5AuPPsFchh?f-WA54V+AjC!=v+@6*WaTR%? zcj1k8u?^|WoBE!)V>iF3u&LA~ww0<@D( zoSlM9b>5V1*&M3h-`}cEjtN3@(KgUu1TAIchHx_gxoTSkGkoyAx$$nP4#NtE|HZ!GLsi zplSir-*0Gt0xRS#5=kAV3OTi>Rz?5TQ2a+8wR88;81g;C@~O%G@!v5OKnrg*g1g*d zQ`j8B_=yPnXxE#|koPCnipz|GudUqjb<|Cj~cs zX&4D9+0GC%Wz<@pV2C~GCbC4%Ci3aF>B}sMAU|+ znz-{prOd><2g>*D%he6;#|p3=7o3W`*Ux47M6|$SZnMn~|)Pze+u5by1#} zgV)sjPHt=5Bdi%cIsej~`j+!Z3d4?stbCNN)sSSE?LA1#Or<@Vj-7oK9fzrw8Tb!> zcf2Ae%aU-(n@TYvv6QA6So_nOjoZ%y-u?0=o;@y3FP==H6Ar5)zyVzci1OJb#o>*U z-NsH|X0&~Y52LR!t^A@pO3LT^mnchwfh962WcO5PWsx&$9dBbB&;dWFeUE&XN%kJ^ zS`$ps=7TbETp#4MFJWj@6ATJp6Q@>&-DcB1ZhA+!QL4Q*J-R9{hBMZ|e+!-guTr^> zx$)|bEzT`3eaB*uZdD%HlP?zTHGH+Z+}3#=QJ)*o_t*#h@q^#V>Jp^h61YICd zOf--GdLwmqm^ZVD5}>l3nEE;U2tgRli1_fg;(A$LG^oZ$Q#?}6mfAbMi^Jb8tL$Jh zXnIeo-o4-=@kgp$DP0Eyo7o0oiGoETuxE{teq1z$rHIP9bba!>A3 zoq{s4xy$J@AHRpMecUSOG#9v+4Sj@^u48YC{w{CG5{isIfxP=Wg)Ji|9(r0qB&0K- zlgdM06xmBVKhXI_isRR{!tF9v0k(p2V(T@{ATgV=QHdMp{nv~AFMpRTM=L*72Tb^+ zPcS=nUoKJ@_@n0-o45u!yvGa6Op?-kQm>HX{!Zlt@)tCEos**!Str#HLc7Lg8 zYSZxEy*I>87!ztWrYegrvuQtx9q^wF`t#E{e+}6EuTCHsYNrv3X;-&oyJr#%S#tntL%Kl%%&CTvUr8Q`4p=2^`Eg(8 zMC}V-y!J?ha8HEccRPou-gAVQwy|L+2hR&iWusyUa|Ikh_jY~+&?engJ^~6lH>klF z9%@jPZNss7Umsw|OtvJNx@EvI;CJc@udHYxNUza&SoXk_7+#?+SW!ljp1fz$%xoqs zgBJ?=A-^!iZpq(2MU+zcN(!;NTlg3GLSb-gYxSI6XSL}Y%czm|2-zn3a@Sl z80DuzZKN+d`b1oTah6P&k;Fm%R|SnU6@>1v@`cC6P7|E<{%vN+ zqn?+Q0t)+`ls9Xlcx7iAP^~fj1eIOVMvUyu09|$bo6p)t%BNvwQRKCDjP7-N>14{0 z;??5wGtfdv_{XI;;2YFNQG#9q%ah~8nyawFGrWX^?J6ZTZ~*$F3dCi%Fkc?n(tM^q z!*y$=)oER$k&-sANaABW#P}h{Z{U*DKR>`wCE-19{)G5Wa<|JkS=iRRLp~?$-5^f% z!$YVzn5d`&RBW_?{H!Ch?O=c8MX#+L^|Yyr()z@`FHj)PaLPQkxN`(&#??15Zx*pxX zON^UJkR;NUdhb3lI%@MVsj=?H61X0yyK<}sepxst2R!y+q8F0-lOj6& z+>W8D=1`}*It<5_j4>^);0seJP__-X?V_=61(oP)rKW(0)cY{Pcb&5Mg~othI4|MS5Ci z#$LfmqR6j(S()ExF+gr)B#%ML%+-*hn2S4*UZ)Ux@xeWAaHke$NimwNu(P)|uD0v) z-`&rE>*!Ba2OD1C^T%S5)7dwd*`ZH3T9f&0=mEjsgHJBx?<7e;i?`v7G)O8#agzpm zPko^R=MvNx%+oVIbNLD~fg)xTd-sl-kn^??@7Hb?L5>%y$n=B%dqgJd8z*IKc`5p$qXTtS@WAh7)OG!mgy(=xy?v;s+a%~=!ls3}R@O^a`R3_MDt5-*Uu66=)0x9i&fR;)4M@aQ+y zFB0gNQ8`7WM3T=YhE^sqO7hs;mSthTet@A^b;+C%W}D7P3}P8s&3r}lK1MM2Kdw_1 zs_V;y8FuJGLt!CG1U63%5tQHOxE=O~^mY1C$9wH%<@f2D4YYj?CXB(_BMWSqtZhER z{eMtuBBED^iJ#2)yM^%%=guKsQL0_f1z6pr829&L`jbrEd;3QQ_#JlOcoHJ81{2~- z*tru^(CAk0@Lt~G10RXHe2wJWZvW1egF%FOj{WO~&Y->}`$Wq(+$+aP^;h@a`{+K% z>eurBqIh8L*D7qSMh-rlX+`Ikdf0s6Nd1n9J`h}4OKm7pNiVr@pb(rZ4+rWpSAKAHch0bnJj4QH3xc6>b55?WIbQBH{}K0cBIy`YNHl zM<#`npkSaKq;Kc>4^0p&^W&y(txY8Y%q9HRgEO7gd9cSGJ$g*}G7l^th+gbMcy^8ZEd=5CnG<@XE9VnR;`TEv~VL@bgyi;glFXsU2a+CXKQtOjUuKg zXw^;iwXPW?Y20elGzTx3eFjh=Fuu8})(20b{wHaG_Tw$+gCjNsXj8tLlsq#Fi9zA( zCR%q{L*LnW>tN4?!xm`lSay<)>LwXd6uWCUI%%z~qZ8%j^4bhw6xKgwFlyf`%w#!E zJab9#nWiLkchS19eclhH3f*5pnk38mqTN5O5JysH2euA_XrO~rQx+Mi8?Al69)m~^ zsRGz^8kR|hfJ>hxni*Y!-@F2oe(YW4A6;z-pqxP6m39*|TrAVOQ(eI2*PQMI#2sLc z11>^UduUWoXzdiT#32u7igf4o0@l2g0j#V_K63*6vwhOS=xjpeNd)dRGcLj6@mk;VgIaZ}geUk69TGTF z+%RSpD-}pCez?5#lwg{pPHEd^m7N?Et}=LWOQ!i6 z*8RPTt}501z+_&SytlJRZetx+o0M2_Dj11KjjyYaoTarg+TsK`aQ=5I{Lf;z_P>ka zpUf_aBT@-k_VRITkRmuH7X>H;-N9aL#d}&K>=h6}1fevC4u4GhjVii}sJ_xv#5@&O zdl*f6jf0tVYZ@fd{d4c3kT3DyF%vs2(Zckp$rJjn*2)9`r>Nb%KASy*B1$AQG$Rqs z;S-;!@<6*hQHDR_ThQDR>TMy+{>`+_YiTUZ%_WDPdii2g>D#rS=g zANfJQtnmBefFU-O`jSH?A>%|D8mEHA9vEr_O1N@cR+wcV@;N0!__nJYH;OXQX&(LJ z8)ZGH$u!YQv_N7-(`QOR^hR=1-UXl*8l6vl_Xg){OU*&(tAoI+1}EzE5@O5TFV^vp z(J&xDZz9LiTmYKV@#VE5)%dY@*jS$I`?+AcUSdUQf$s0^yj~Xy(ZNv)y|&SXxYb}6 z7{-~@dicXpt3=v6x8gzC!h3O2Q4gGI8+khNfUJOtuf6rn?8xIdvEy%+^@)HuEZ5J+ zmzml_kz%x#)arY0X}&O>ND)PMSY*&V2gjeZc?@>qr^XuCPt>Qd>4WDcBcg$QMjBX(vBbZti;-fm$36k9wa2t9`feE7j^UR{Ee zm57j<<*rHf@{;44^8L{CbM3s{03eLA&^4LIGh)mLDhKAEm)7rLZ$I!s0D%s^z++MV z3STe9qqI9)?R*>|EO(lhv(s6PL5%NeVzfQc+dXpXG9w(aCOZHD$EvsR=XMy04!S)d zy!oHOq*o?iu$)VD>of;EwH{AU8RN_dH*S7`e^er!;#c4gR&rMoD} z(2D$uMO_REh)uuTMtB$}=m$0;2VVk?J83t~@H^lumA3XRdoYs%(R>3`RzRIdoYu;s z+6KTdaJfCnW>w+)HQRZz8rMhEU@60`7PC=m>f~_F^#=+GtSP=^6#eeO9;LM|cP<(2 z-j~*c3(#nlYNHXe2d^}Bh$uvrGsEB#B)9~~-~x0I}0_A!U;)g5HW> zS@;69Lm2eDLoIo+fOU7ob8YiwuJB?5(?uG)MPW*)9gsXLrK){JvtQzX&cJ)UlF7dr0=@_)#nJy7fjH8+JpFTXB@ zQNNC|<6cp!{CT0H96vfPXqRgDb$NGuVQpBB(WpA0b0kiUcv8dFnNHzy(!2Pu`u9+e zOqBhW8S(VDAO+_BnB9b@6qi%xg-cEOz`y->Jo~}TNCuKVO%xx7)V|U|kf0k4L=|-Z zbZi0TLb?PrVnw9(JnIRzeV5T>P=v;6%TT?PVkHV2wS4sPyGw?qifmg;4DrY(1L0zk zvt}?n2a{8G`}Xd~B4enz#yHgwU7&RUj@#@+EBxFHh`ayvm35Z{&ZNsEk;+YazRzhT z`2NyriF8t#l{ud24NXyth)XYAKP880z+`e^dHc0)!<=XCSX^F2&0aF$cYK(e8j~$5 zuJRx`MQ1axcH8V7-Iu}-m}>Q)jwyvq-I356^+sKA=Gq*7W^ttvW@IUntZ%uq8dW?L ztsG!32^$D+$Lhjk5+TtlzBRfHFQ`3rUrP9 zJ6xw29v}nr-M#CdfVY%HEf8=W8h0xF?+O`;kD}BUwY3GPj(?%o4(}5E^*j!bhtQUf zq#5p90BLb%)7B{j@8jY$&{Yd4`AznOre<{^ae3*J)VYzyg1g_e$}l}F%rgKICgtYK zoQSwdEWU}o<_KLhDbRj#_FP^Ep@b)OJ~s8hLgJcO`j@vsT3y%@k~AZp6>#+r$EpdK7>EKKpGK!pUrzR4WXep1RFJ=t!CdY1bcK1moR=uY_R|J3Jm&4 z{uA(39I^dAo02v$y3wakeD$a`LGdcwkgTsPEV`)-v3?s#W zgXcTQo!~FfrmDKlf9Qjw=DxtuGOsf8qA*LzIV`u7R)#!hGOEaEaACe@tO$+>0wu0S zeLX>c(T*mJzA7trLpSk&Pv=R~M>rCSS5$2_qHoYXO@dkZ`rNDRhp`4iv z8dp}yOjo+((LRBwUmB(dmNL|Pb9=TR4<|~tAv^onH20))gf3eyd8XR<2GMwTEp|S7 ztg#pLtv~0;pQph-9)v5yi+x;SlV>52DnWafkUvQvk$2^;>Y{v(dQn?%Q(hogAvNKo zNtbtT{D-9!t%5E9!-G_s z=7>M{TBr_Yi7I)P7$&p0t(>Jq4MGv}A+L zJqL=Ct<)_ppY{_nQ&ak3t~1m17HJ0U)1TWcVs4n>(9kJgXX%4vP%PYIuoOB4>= zaS^~QO?i=eSO~o0H2YD8C^I_3dt|=d;>!bL0Eh%_FSWNP)exJ$Ydoj(S--nZ(9V#+ zpiDB=MINt=&}!AlZq8GmXvWT{s-7LZqx{l7_~o^|KgVqcq0Au16|~ybJ?Qx@ zlmON!F4>qT>P_f_1OK?eC~}WvQy+Y7;n;enb`T7Bqugp}`R$s?`H6*nSgHi$IIXiK6M9)Y_>L zo-eTJm?u6b5tN|n+T5muh;pk-#QGQb*h4abT|PfG5CWX@8=6HF<1G5~BCdS=|2q+W z1OHnzo28kuOf=CrE~*Sif5NahBiY`GIO zjetpw(JhfwB^!&H@RU(x2K70#)dj~7hG^eoPT#8r;sXdPEFi>v6k~0*D>zC31ZR-!syGH->RAC8h$uv z%MPajT*zs9AVe`CF9RG;c9PfH&?YdjOLtf>7+z#$`qhp=6L40bMNVRkXz*uKCy)&aNP)pr? z@a&J=^Q7S!M@k&1t|CrfIHtt(c2yksn2Cwd8D`!lOY@o>HUgpaucPY}bp0%=k40M; zdA{w^{rpFTk>^&IQnWMH+Eg@CvTP4wnBx9^^{wJpf4?-1B^1mWjUmpdjFfBVza49# z!5=rb)dcst)yA&-h2n+myXsk;4DBUgQrJ)U7%LA+{GFRO@9g9qdA@2uU&cb8{2kSu ziCE#NRUDd*WMV2di4{@4tK4~6KvPTu=<<}Kz}wIGBE4)HX3A--`dAk>+?op<&GK6y zYzYQQeFTn8y0M^61q@SVss2lhZfU%Y2fB5pfjD*xwD_h@Z|3!Na=pNXZ|yEs2pZPqWpYt*yYVCM<=jGp{JVxJ5R2hUMCxxw5&aoOc+*!*S z-_7S78gY?fUw6<=G06yeSFWzOT(m>R?4er_9ajMal$f38RpA6cvJpz9A+zGe!D^6W+8ZA$GYRE0}SHEXr)UZpfCT_kCm@SSbw;v)<98c6zZfS~BXETVSF`{}U)|@q3u8;Zlw8e@ z3_v^s^e%aax$|RZMshYde~uNdDH_M#HLn;H{Ms`T2$~;&Q*X!4S23{@xg+YMB z&NrD-H%fJx!8wJ|QWWR*$g+^p4|l}Nlj)|JAHuxaRb+Ous243m%4w_q5`r!$YPpNZ zwD;~0Ar{Qybs*HFZoqFUP!g6{PfbVw`WOM!X0emA`m2l(qOe;(gJejN@6cuLT4%@7 zh}HiJNdMO-5HE+cLrqg_Y?3#+u@s62mJGRa1CKe%3W&rV1$6mq+YqKPok7kL)GW9I z1LwUT@fHd2EikJ5%5iyKoB=W+Coh&~PZ=}=P7pC<1_ndRi4*usoRyV3r^X#M1h+{9 zfLwG^UB9?|T3*#)tfOJsMkoS_00WzPOt4R4kupMDK91^eY>#h+1_9+^CDPL|vJ42& zaN|a)&iGAyPK^%5CD@>x8*_pQPJW~eD6|1;YrA!A5MnW105Z7oqsblLAxPNFE^=ja ziL|LfOQs1bdwk@w=5QI(){N_UC!{brO0&%H;|;ho1`zOzPF;|l^!T$pMV64^KFB_o ziuwVTQ&*fyS7jHUE3@NPd@rRQJh6^K?x%&WZ8VH>d}cypHX=dFR7P_eUi=OTPV&^5 zp}zY@l#(A7&u%mg2){<7e3+OQlE)|H)Z?g8u$8bez%-}13Ka+SmrQ~ ztjZ1|jgp=?m6d9G;0FDJa+Scc2p4U47KbGNNxG8@_kQut+qxp;Dh&(heTwk8jdntfn zI8=hMEeeGvTU2Uy!fgqIiYDt4Rk@5q9?i}=*TAdSqf?}TP!4w5^Yk!@-~Rosv&7r~ z(%?t@fdgfaJ9kG(MFhATemLMYbh3+yRqviy>465Df&tfrb8h@NVn`aVEq3tR_Gk!C zL0i}a<${yE5Xo@!!(V|fMhT9lhRyroczQvAQ__gH7rD~kn+-6*GI(#RYJTsQ-dF1T_DwM2 z22wqH4ww|T{=}25(X)F$!Q1(;Ng}72A*yBM^Pznp`GH$yGyg{L>5ImOAf}o1$#ooQ zN4HgdSZK=wWX+3Oc-|>_>ra{5sFT|`mGu?zI*KUIrESJf=$3lgQRZ*hlk(OeV1`Vh z&^an$R$r$RpLV!Xe&{JIM`ou=+lFU1LETB)D~u=D3$3+YJ+Ad`r2?I;NwB>!z1Vwk znw6TW=Vi=Bj|?X&p5KU2(c9) zVw_;i24O~0hC3vG?!V<*w75(}BIAcQnRmg|Gr?KhMtH|FH{;EfE*K`Z6;wncE!Jvo z#gfM>Vg-4ws^!-?F&&pQoLjrq#LN%IDCui;ugFh z2j%_)w*5mj8!3zJ+8i@X1KYl;9zN6()^}2USeG#uQ?#9ESV|G%a z?HC@_G?~oHrQXHm6m-uQ^Wja(fgAz5Amz_sj*g#P8?BIn21Ekis*t2cI%PJcOPZkZ3oSyXdtX?PonN!9M z$XidV{BGx>vv7=yJPo#9^D;!zlmD!TXnc!rF^OaBS=>(F57eTAVG4WM8ST`qj2Fo_$L{q)T43Peq>2^cvT$2 zjNi8}a|+>Xr>oRXltW5|<`l2#5=kFh>FjBQ*RAZ*`mXbK7SOIZ>sUIGKGv79S%U`m z!n51Q%1-fVuL&6Bm+%5{P_@(P2r29M5WjKYn1$678wZQnjz9%>mk>LE(KHM)t_XnU z2E$4j%C8p>R2~M;oIuB7(R!10{k+)e7yEgD1~N0(TpZgarQ}zWJoQ%$n?7N0E+7h( z8DG%oEJ5RZC#tihmQq3JVpBuOS-v}d^v{<2Ne0UZ#h<}(ly0n(H4!1EGU|&=HwKs_ zxHUahs}<9Kt{j+wJ!o~^Zmf^lHt~4Mbg$g75c(+tUvzS&su<}+0Wv_Ql0N+qhwFp> zMMHh|_ooYArAIFY48!vIMv!u3DxSt*^i$juNt+F1PJ`BHwOt>9S9zUufFfLKm(%&s zBv2cmc6$9m>O@jw{d4Qteyz#+&z!HC2j6?WnMnCV&5zOltQ$H6wxd1|tUtC2gl>pD zr`}$I#qzn86cvkf4C0;%rtLX{ZZWZp}8 z@Px%)a3(vr5-<1bRXeF$qRogW7vpR$L2q9?u%cJ|~tyI&gUam;p7k|K?S*rktr6lrg5IdQ#j z7K`HvkJTE3Z~r*ZQ^yXS5%I06d>1l5@{ong>`4~FKH@f|l_Qo;Q{{6)BAmanloAKo z1s8-6??1bG)gL=8{KGg`vga^<&fLdMsN(RlBcJUp2-)|d=)L?mtTfUNzamERj)BLm z?XBYb)9g(>j%W~dvVXiiBz*DVUckP>JkWHaX*P;|7pZXl_8?BJ5-4`8_U?xlY&>q$ z0kF|NNm7ZPIe2=kbnZp`?89J~qQ!BB)8plE1-MTs+fD7fgGB|&kY$QtbAT^SaK8%t zv$7VJUO{(Z_WOo?NGvZxfu=CTZDl8O1D*$elP~Dw7a{zDzMt0;@VyEAvDFa&;UVo- zS&!nS1L+c5eay)y=0hk{tN-ZPODmdP(9asShoL>=wndy}^7FI(`ZPD&yVru2@SpJI zk3FlCa64YCzT?^M6u7PJ>O9upv~y||Pm0bn+kUH9s@uCiZ^o{)#*_Ud&(@X>S~9I` z{;p{m)Ni&xCi>=}mG5-fr_`E9Ib&_VEq|2#a>mgwaa-{$IOFp!LDc8u=mToV!@Cm; zEQ!$>C@skaE&wNL3_*{JRWpu2?yYLHAB)TU&)MNifwx)QJOtZIf)03gG7vOd4^6w( zJYI+wtgzL;ClQl-EQwY9;u>XoPVGt*hAf(wJfI&{ZzN`XTK#UNLp$-7z?5+rZ)m#Z zzXrgwYyW>%1Y+v72Uij5;tqBHE6gcm4aaDyf2xdx8~55}I~#TK2fJ~()$R5VCGM%lfcJp6p1IOB9Rry$ z2aC%sK%h;194`ohPZ)O-a=Py7lY#dxc z#)hhv4isEbXW~1V{x`KBXN%UE8F6O2MV5X3`!)L|xg1j$QX{3Va!IB;Yfg!kTs?5p z4%7pvXQH=jEuDGS$`~gaF(00Fcm%(hWVj~T=KTnd$8*B4v0Kb>rH~iQ>1Q02T*CvN zWLouja-A%ki}=y^v$KEn%1UgUd$InZ!!f7+~C`| zVTQ)|&V!NfEf?N=&t()VnCHhv$;B)=^2;AA&kAGG*3L#whpI0IM7Eg+#UakzbyMtA z7K*sgF_hyEHek~ba4-}(*ER$J#z!V{l{%GEB93`~XK2U8M4Xsx7Q%0p0&P3bW-ZRx zXC8l~7*x7p+giLoTR)o>E6(;~nP4%1N;e|ZJz0v)HOcf}yIB78jd*&vl)t#%^@Ay$ z>12QzX%5Bkb|7)z44(CG+A7j^sC(gmq$jMZ)Tt_-v2tF`sB7--B-wumF}g4rId7M) z;2kwq?43uw{UwVkH|K`)1;$;P0RA;A)i{YY(-+WYk17s&0h;KtvhyH8xogR4;xhRS zS)+BSXxfoeQpq@mGiUHl=3e`5MWmt|z_|u~WqGHdPs4K3SukmB=OT4|@7IKe<9~*)eoz}hI9Z2a?EhB$E`Yw8l>3T@pO^f>IS~@Y>;JS=Zj-Vtt~K;$JXdA-HaB# zDN9wPJNIe6>}PbBiH{hKGiR6EI3xY5(Wj`h`(kN@z3tEmm$(Ux@ooGo^ABPdUs z3cH2wQ=-?_a#vOCZxqL@57|s+f{jkgh7$?wqUeafoFpGYDfZ=&y)wl7BGJ9x;lc7H z_vGgyy!TWWU{U5?bd|DkPUPBfO~y_?`WxvUUd(NE!H#Xq_tF6@2d}hT%T%_gkz5>k zc?Y&DeJxz$r+#gu?AZ6R7RN_^Qa;by=la39p1ED!0(6 zTki!`6=v=NB_$eLNZw%FIo{;|1oH)bR*>Vrrw(k?1hGF^KYeUgA4)xAU8S>I3_`SoNBR-ffAFx7p{q_CgyQC(wL%WnN z@2XuyimwiAf^JsA=u9om_RfAK_aX3p*L+n5GFI`GUCbt{oIMTxxcS6z@tI0o1@@G( z2{~T%`rmYBAJ%(1+ElaXq0|F)7UgW#eu|Y+1md&`P`S4>CY@DR#$`L0%XA8$vA^wW zys;;?N^Ehqri$bHWoUR@+4=25)%|CSf0m5SDtEK@3(Ldb=ymGga`*_JiVXbqVx|$} zqXTcCwpX5Q-Z!Z`9y(}nIY2hYP0oe?Vs{GcBMuTg^h)6n19qM-daIW+Rz9oUytj}v zi}}S;PM8m%!;urX-!GK#sbHt|HLI9Sh!HJU-Y_i4dYaZDH$6XcFKt`n>HH)s4pnE; zdDzMBIp4SSGF@iIi|~v=sa*V!RK0=3o0s%v&o}wACMT}PLxUz!^61lV zj2tg?%EbTxtPHxVeqW6>bV?k?Z+dRM&Y4=f9&}{0jUjko6*y@@0-#yL(ih}R4<|`7q z<|w-PeWNeSXwtAp++iO-QeS*!a*FnQ(=@>wON0OP5W!x>u{trZmdtrUE|pE%&RfIN zq^{W@4SLWNa##yN>gf`qt+A_S4Jql?>&mA%!WT|C{dVVPi*0NDL7VG*eSUG%Wsn=g z@9n)&1(R@OF5+Kh@g*WrToid|EsznOOrl_eV2>V}h=yZVDfPXy9yF&_Kzsk(cqtbF z{Q_)&d3e}%TuO=OFGYr}!1?FJuN^Tv3X}W?G({3cZzjrIVtl#K}Xoo&Sb6f)<75@zXe6GDWTtce|p98z_I#&Ft3_nZTM8;XUI&;G= zayKGO;O4Br=@5dm%RB=YC~|c-AFqRws%vg@m39!IMZ#}#)Azc8SO1J|-OrR+#DbZK zZ8Ys+9*N*;-aoJJf35@36QuG<$F>>b%!H&Ahs+a+&Z|T7o-%5eGRR`7E!Zmdo+f#g zcp9c6TS>#`ik_!iw7MOl5Vu=rbevo&x|#-bGd86cKb_vOmJH6j*&n*Q_pl5K z4d&1VzR>n0>%m{(F8U<S)nceGFijWxeA9N7(~Z#-(yhR0O^cHA zbQ3Jw_L^ZpjOfgQ%6kdO`yfh#7jp8)9$UuNUV1SmEP9PPZe+S(I(Isa<(e+Ci*t?KQlvXF<@9$@fktb#h`x`^OhX>lv6eC`` z!Wl_mVz%hptUQVnX9G@=32_Oe@x^5a*KvvLK%pN<}Sp-39~ zvEV(l?Ad#|<7U>choqB?uB;8hUZoBuY{l}_VMA1#Br~uLSB+3P#~7;SwRMJzld{Ve zhtpC5*+h0k%#a3R?4jEDa2RM+k%_OBc6yG_RS<;eS4vRPbW zLqZdbPC<0wcn533X5gy&z;`?A*Z_U)JfVo(p=cH)N&l2gCf z2gjy6)W>#e!MoT6gfuyc$1H|q^ry&y8ux$t1Ta~f3uQ!!(hmSyD0*rN-5qC=F9PS& zwb032rsTh`K>caftF~i&{gSnIlk0HVBJ9%3AZS7e?&RDE5)BdFxSA%1eXCZat^S_r zg)PR&B^aJHbD7{pu97pt#Zzc({Kd6);Uhc&x=YHU7kw5alPT= zVNQ8$Xm5}wFf1~!oWf-O}wp@!l0dUX|&-=ns(WfvOViSj=>HN<~h+|w@-|XZK zqi73AB}=62yzotG{;%7zA#Ub269Eiv{CVrtX{z#`Ns}eE!ycL9m$8)$bwwr-Ju7UO z)=kn|obTRAHzN~NC82kEzhGDU`vEMyM%gdBoXNgP+D51TZ$0C09LIY8tKK@+{_n>Y z<4#*gjS4R91z@A{CnmIl$|>jxYo7-!QvZ~iOQ2|e?`Tu^XFq>$ohUStVjEcrQqlMa z2G3fk;uJ%uofnTTaK0LPmabUeayy8r)(oIywxS({{2aCi<&KgR&Qw z@zzvd7a$MZk$B-S9Qi;=*F+07r0Bdhgt@(E+!@lg-%_*WCJ8~U`&}ozOZYT0AJz)< zVp?c ze=+=0DB|7vh||e46@4!9Yt9Pb)SkCl&Gjgl?$2T;iv6{sR;*qBc{+eD(%dqhl>RJZ z2X)fD_DTnKPG$H+S6%oEcLPh52Zc$BbnaL;UAsLyX*4l@*T*aGPeM6#g7vNFmH!?k z@43<%c1|R)IATi_2k+h~n~(7z0-zjV$Q1t5ypZ9&fKL5r$zWf0ZQk65@ML?aZ-SJ+q2Fu!`R1|$wix|jMg@a>0Vl=nwHH}Mued8>5KyW!YIauIu78;G zENd3)h&z7IIMc7z)r7q^ckIVxj4o&k38yjqfRW?Elov0G3&6__bNP@TC)qv049IlZ zu!^I}o#t`y|B3ea_~Qqe@x`6R1fHYvKk2)HQ^FMLfd(MX^T7y;7s=7Db;8lKhlML;I{^{O{H79Acv|U8zo4I|`yH zRRfyQPVq{(^I5ewTN0GDO)6OSS!55ac0I4i-VFJV!I52gZurFJNwZsSm6&8B%vAzJ zj%7Pm0e2sm#ve9X`~`h3Y$3lYMk)o&ni+VF0=EH>`=wGzfsFI{57{oEED3kQ0UTzD zbC{%%r>Y+xp8WUz6k)S*Ig{v?QxvJ0A?0#it!@`FkQ$SZwfz3M>T}l5hM13lM#sbH zH^|4ah8~32<&WI|AD97%7W-i+)fakJ> zA6-_1P5Ho3irOG!b5)UsZBj#BYDkK=J)1&E(3W7v0`I{cEH*!R*+hO4A*N>Oa>wlP zl%-Xk0dL!2Hz`o%(5Q%Vp`wN8zN^vEOf>@XyB0%^T_uf9l+-@OeE@w+#euRf;Ia#1 zNr-sAQV&kz2d}59q-S@Cux3OkX62)0pO0bME`h$b3ys!HoxLvT&S0A?l@{30L^SM# zHcp0;&KUn#RMGLo3&AE19s!APBroAp2~3p+J(qzNxl;zrov8wFX~mToRIa1v=D5Hv z#T9fqpE5f0jy#Gs9&8q7#auPjKVht|uO^^nm_#0-H|SBuwaLLOVY-4%NIT@`JLPmYc_E$00E6`(|2NC)ff z7x7u|$1&MBp0DWoE##OUUy(9_>e6|~22z0>)l&GKh+Xi-s;+Za>l4zhhWBNDdlqmacUfUm0~az-mZboYTe$x z<;_F%nXqy|7~QltOdTH^M0L7WD; zdOVDuAF!PsZurs7Uk6w|lvc*{ocj=j+bVzF{&dDvW<>fh* z?weN^dbpiQ1Jf(KRAntVH||zzOx3^#x;IOC&Wa$E923%;4_=z$Ro5Zp$WeWtzuUQNOe6c49+S#^h_)=%E`1TKkrZ9F4l&N>(CwG7U zN!P+)-NXa7I-iVXEGJGH;tO{{-b<=owyZ)OP3bfYY-1Xqa$ZAgJ#Sn7{iF2t*&PjD z3txLxRATcW)PutbOC> zu{_>oAgq*Xcp_o%fUw(vfJBV)-UqUo@P{`dn}P^UYZx!jXLxOQF;s^Q4k7*zjRBR? zi%vJ4^+liTd};2R&uY08C+Qt4%a-<v|gF+^4_3B4F$Hlx3>ALUNoCG11ve?i~pF3OKUh_&Vz=^}oI!NZ_ zc|cha7h@=G`BZ2SH82SmCBUEy{w{F)2gBl{M-ygC#rb~wLV_QSlN^lP`g4~0rmgAn zldWN81cQFkm}7Q`NC%x?oBnQy@JQIO2AmIJl*7n<(S|Ymdzy&220XHZB4odIcj-sO zYP)U4$Q%YQbpCS7*q)j~et zP)cQfHUocgZmcpnb0V5*|C&)?w<|Py*tQodq>hkWa(X2$`_(fsXRO32450vuN3;44 zb6Ol*9w?uuh>opc<%{LQ2C00$qnp=`_l1j#Ia8PB8 zB1TGR&M#wXoi=TQ6yJT(49Ah5dl|lF2qu_knzorRc5LY5bqh7R2YNoKDEzTR? zTZpLajQ4XNn*d<(T*zG}C2?qy$X_`un}PL-ca5;cup*O!sQF<`0P zGsaG!s7!f-bG{I8shT|doZye+G|l2v;_0qcxW_-^bxgZA=lV|*N7Wj}!< zT;_YBA$o|Agv?omV={Rs;)3?3m9}uZI zlPGX+Aze~gOwJJ$7@5l_Xl$mDvwJNuyI2+s!J{TCyCIR+3#3qUH8;VtPK{({F2%bO zs3n;sktEZU0`ArW8%LECoJqw0(=D}B~69R zN~Isb^Kpb{p48q-0hl^pbLhH02QDA+fy!Qa@2Gk=zBHAnnsG$&=1GZ-<>15Zs=81G zT_=_9$TL5RcL1=#KucC|&yeT?Yz{Cw!KE4R;(}cTvTl58NmX$1CT$>g z)L6JN+{eezdFnSW3kz!c#Kytohof;oSf^< zS4U~B+Bfgr<9AL>tp3zYDk4rj#E{5puv6M&nW+`YxLwpPNY*+?z$gmh$QyK>`#G#P zD;pxn)OeegJ3h`AuXZYEQghE|{_P1{>h*$A+HCq=Yk@b?rfcnE7uIm%XTv04;X{Ab zPaj8Op1ZsD_1&z1K-HZlPgFJx#jGO9&Q6O5y?AC!7Wvi%w|A=1eP^S+l?fkAAhz6{ z{NT0y{z|*UFPJ-m|3*K01bVM?$)LmAyx&KDc$wxdZ?k=0@C1JrPBvVqrr0-@)EOhi z+Z@=;<;CZdkuv2a3{c@XCiaRBML1)FXkC7DQ#o!uG*?41>MJ2LYfRZH|=i1Yr zS=gAKn{#{3(-+IC2o<#gzKRihO$oSa_B=kIT+^I6pZ6ss--yNwKZS}Mv=cY5_S_tZ z?P2@)H(n|F$OIBXQfiVqiIlL_T)D6!jZMID3LGYPLc5jC=D$Vrjtx4X9U%gB<)rs}(5oh0b=BV|ehrG+_~ToK&J*A?O1rS6GZdAvZnTxr z%du&P%%z*6PZxv!$&KveR3rJ0`&qeNN3Cb)$YfAkFMb+HbY9WpxH&R%ooMzjq& z_Rw1qm3u$^E|tDZV|Ja`gu@jt>ji@bXj179J?MMU+uutLf&qd=f}<7hc-#)8HVb>Syp0=;>I7MKhc36m!#$+ya9P@-FVZ8 zkY~efG5KLW+JZ|RJkA;De%aYFa4c~;+ui9fyaKy*aPF?ix<$*_MTlxsz zw`czPVfC`M8_Fc2Q+c%@)EMw2hU_=%v0?f=8OV^kC~$+RIRG{Qei_En6LvRDSr78x zCzyUx;K0so!=5cJ$F-~bvchx5G3VO@xhM{NI+yd3z>W1@wlMs8&j=LoAM3XnCz$nb z5Z?Ft5WuflR%JuAyXI+!Zo+8v&bxyLqz4n_#anK_fy`6RYr)=+o<3;Gw6M31hdXFy z>j9+iRtR)f`>@z$btpsqss2*yQN`Wv?$>EyI%HVX>u8pQVzM4uG&*Gu$~~UgA2)XA9?>_;i&5IV{R zJj%u)a`F?w9_7EUYnyNWoq%C8otJq$%5D|1gA@=pzm>Ma4{}l@QRaV_MGqhDqw&FA)78&vIoNWDC%$7rdeF!^Cb`Z{nLAy|2ycwTqsS8796ppa@O7I{=_lN#; zUF9PmA*h5T%1!m(J?fn9&F?}V4qx~(^Rll)@plfe9IUAa%A=+Xv}tFqXl(5B*Jr6; z1q753xvlrssPXu=)@doR9pgA?V`HKyO&J}H!42Y_dy+rii>y3|8Iy&0GF1EtxV+pI zsRg(%+iqRpEyN%lK6O<2p6;ozN9A`r5r4bqn={w366x3Ws< zea+Gwv_m0c!I4qhnVp^t&pwQXJ$k)ykZT`c+W_C&xd=Z_>>MW;AOO)EeoQ^&c~<|t zAWXB*um@b0Bl`q%L?Hr+eN65%QY%){jeMs_oti4S%yr*uQA_kw?b(Zkk}{l(C-9#h z#)!6gus+`tK4r<7`0gm}bi01a?XOtQ%)h|7wJqPEcVyIuqy>t}UMycG`~*n5msXwG zsrUZfi?zyQlRpcRL||(iab5Y#*$Y?lopj1&Z%~>D+0~ z1$>P0Oi1er`sbEX=pRXiIQq33tCz8Q7_1~`$Dth|f*&vQoz4-(!wNqEKoN3BucDG$ z&Ass8xEwJGxNTLg$#_599uycKG7a)ysD%rj9S4gQOfBO)pxNi6gVOxRN1YZOiDI#c3S#iQj^sQh*P*@%2Bsl@4r8Fq-u77t_ z(dqm7olJ%8){qTMPy5Frp-~l=2z-6N)6^ny^?5xhwflx1IwCfO3a99UR+m_+MKr(M(UvQ@v!PK~BHwEcziwz$6a>AK>0B@{PRr zd;iME+WRVg-myKWv0qrmH~f_{J2Z#W6EfMJh=ae@O)SWJK!Zop3Hc+6iQ*_$=xRjr1j`)KV0y6=_mGq{uq=G_d`eVu;~-OylfEc{PT zdwx1q#(Sj0g~ATxAo+WJHdN}CtXiLk7 zMFgXT^`_;DHL(Q_vgxO6dh)BDc`8OVVcqjne>G9N5JB~5d`kCkT&bM>G?4i=Sohs? zc9Z>EzNB|efqVJ`S&SZXHL`ckOx6p8T&xmbMH$Z40{=u5s0sBqMVMzfI3y=sIw-1gpCTJvGgfJ}G0 zBV;)fFv1`G|A;yZwkW%>UC+P}Lx*(30MdiXOT26%!PvX{;SR- zC};qW|FdnmWa%E!H~uE^3kx#ilQnf%O!0=X7n^k(5(kIQc$Pmg^4PHCz>8IT*|zS> z7~cf_k&qX_j>Ue|)_n7i0u)dEYu03lm4a9#f6YtPAHX?kGe$PWPUJKm?+7k4NLjgr zy?40Ap*&og|GNANu^C_z`ZJB0BNi>-DQTikvhUkh6zsk>^Km0!c2 z%#i5Y%RMY|bVAb@NIn!fQUrhv^-!e(Ts6xLfhKDpEYui8T#2ALbOnp{ikyJp!vBxO zvqSszUdm9VfHK~{_f8!9nMCMFLEvqpDw1uFTEN*da|C6|3QHg--8<4Liw{Mc$o>b{ zUSZdP2l3nuWyy-^C9mEwo_~%V5wreHFZ9}e4A5MieFE!|g%sbj5*bOM5$Z?<;4?Dn z0K$h1C6;6azcFf#Clh?0$pETFcOq_xJOm@bG5WD9IvMM%Q`mA{rWGPATh6f?V)j`z z*Sfe;3P23PhGA;K4nZlw9C+KK?h3#0HtgQscXpSY+CLjoQ}Q-WneXk#=lH;R%w}sD$3%zk z=_q{iahqtxsz&=zuSnHEcDy;{!1{1jJ?Yfy*Pz26kVTO?JNWZl=6`^ z4oJ@@`}dveYDtwgNMNUaA`|k$j!2t3&c zCxlbpiM95FT>-&kZB?R(Q(1& zMYp<44ZdZx$(G|g-(a!F@+?-&-wwm|vJ=0~9>nzLD(cCYqzj#lFK_LV5(4V?W(Add z@uMHz#P~Zuk1=*!_huyM>{tHICfwh*fyZ>Z%1yR!rS-WX=#N?liFo|#&`a^Dw_6USGkwcuMMOOI(lm91gUu;oLo>^f&3feMYv*pG-nd z@7_&kHOIWR>;JIH4gcLWecpn&rnEt#&Skg1vepen4|D;e>f2fDCZj8 za}GmO)Yr~TwB1L^W5(3evKAN;k`Ls|yy*WquoRDmkt{xH;aj&h$T}po{K0Oek|Jv& zn}mLb{VAS^K>wBrp!lKhOOq_mg06rSnK>cIR5Y;F+Lt8Zs69bt z<_&da^6W24V4^VImg`5B^IAj(UkT>IrFj5I?PoyJ0aCXR@`foCA=O>xko)FfZneiaw+jh74k;fF!! z`7FW;TIILDbU&JSFULDuA9w|&vz-A6eU+o99}s$NGE;Fe9ChvI;~_I*QXi~>q>f}j zcr(3qc1X|~!*DC#*z<|*^kGUC^ygKF>n|Q%a<8gye$v@V8>?Q*Z#8rMXyADYxt}%5 zz68R7TYw$IiL3mS?9-A|BWRipFzl(+jY++YN@^&9_-6nSSA2s$Ksu$-O;xI=d=}uH z9rApGe6yZ%jqz~Dd!cZ3dSBJV3^9a`=4&R2yA}^ET!%9^(BLBZTTocDd7@=Gn|oT| z4w@Z&9|(R%%Cw%H_(m2RYRO9sl%rhxOnCh>$Pku;IVB;&mY-zed7$Cep6@ty+;lgo zPF$17q+^dQH+5qPG?Vk2;E)g+H-z?gEo8#D2D)pcr*=Zp8fpg2>0U67RJ+qxX$R(_!I|00$JORvpu1 zlU42oOO3*9WR;{XMywz$nP00a6!tiU_k!NI;_BVM7}5<}kkW`({T;p`Of|8DefO5& z2nlT)!vvP;XYG)U!WQs%xnM76qf#`d#*sK!9WClgRe;{K%)dnB869>i8bEJY1JF+D z;V1a6@LRg1den&p_AvaZsP;rW=*H^r$@a78Ps@4e5s zU6vn&%q07_Q-Sc~hoWI_+|0fYiAxBT*$>z6jc@__@h=J$50Sp_WgJ$C| zk(X!g4Gcp!T37U~Ny|a(NCVX-$Zr!Vwkb)go`sBI z`^lhtiivNrS`L-kTa1mC9?=}rIUo<8sEW!xxtadow`n0w<-&_r3{oHIb^0)zRSvqJ z-cpC+I{Qt785N#w3>1)RI>0e*<$d;<@KEPsTJtC1#qc=ia59&x=LpP}ne%7(J>E$B zp%)&EBP^p@!I14|>l?qT*2bu3RjG6no&H*dfdNa>&XdI7JM&WCMjHpdDFkle!3$c) zh<(4-WZJ-d%k(zU;TI`qlK*+0xCH<6*&$2_^hmL^34TCh%>8&*8Beo7Ecl9kEICA- zg|(ZuN=53tpUvEe8FO#QnPys4vd}t+kM}!uJ`(!?D2a*QWQ`Dx&`^{e1NpGYI`dW(4 zlfD>GDr#~7fHFS27^Wh>v&|>)I<`K?XvA8p92l@LLomv^j`nVwFV|?fVse-3`v~EO zhcO{Z%Q|AuGvPNVGG#utR%$VTyYuAQXpywioG^S6F{{+Gv*jD@d+zmjb}IMEHrKwrF{Bj+|^YDyqcDaSyi{<4OJV*PtaQs+ldf zMFmEy06;X*L~&e_8t2T(23*sw;V{(IR$lj2juEFKQ(JAq@d7t$TS45hyLA*uI1EC0 z#N78u^Pfhl&=4W=U8>z$F^0?CoUyY5@=D7RTo98GMOm>>sE=dD>vdXU zr?76J7%*2s{fpBz{cfj~)svnmHg&WI7wN0$0+iY$>@DIx?z+A?^>V_qPpfv=Eyqt} zCJk!%U1A<|ZTpeTh*4MFVf!__=bIk2gc5biHhL#3L8BZ7yEslSB8BkvtmJgITP9o8 z9auuhPjO{0N+45#xz#(d@qh<~AkRQjrN=}=ysX;&ZRF@L`nNEx4CA;zrs`@XU@Q)W zZ1Y~#GK^C#ExwH-xYzfB3x?GyT|C; zdEo#N%$?>*M*x63219a+IH?E*ucrW5a<_1rVD+Yk*s_+H`hV^_OQ2kG&n_;eg@f=x zWLBrOT@Ey{-$yFFap2W|KvOTe%Hnc<%OLDwaaoz(JMZ1UFw&~IL_62SuhYC-09xQb zYP2u-NVl`Zy)VDN?QBBZ>u81ksBrZwU%D_6y0dyKymQ$&zH{ciZJswCesZ`u_C)qi--OnUcCV>|3j%66f_1RGlcXNz=|)X9x7UOj*6@ zL$Han@NF6d(`vccjjBbDFoL6#``fq|@@twmzgWFP{^`PLSB-kTyah%k#8^JjNf%u2 zamX9`A$ihzk<|xdlPysP>jaGAhw(c1m;>A&c~HnkTGTq0GT4BcCWeEW{)$+6Jrabx ziR-p2)qmg*;-~WTsP6~}nx2v80JMUn#=YJ- z!h9}5x)Pvin&@frL|C$c)4#LCtfV+!TCM6AN^9Hza~Drz)(u_pW%T5?feHZHq7Z=% zkX>k4?wvtIa+_6fHUB9`>=@%k+i#7v0K7Dl2nkiycn1OUaANUF8_An zC0{b1dNZ=De#92mDKQ3N^2Z*kDA#kx59LAlH|?xolWdVv#6OJS5V*qe?Wg-^lC;vcdFd z(<}ySth8V)Z};q{r)oiUS0wtE%Zaiq*c7_G^u4sssI5b9L}1aW4I3WA)h%<{H`h_h z1Rbl#*K&@_pGLsU87D2t&BmRQgiiQHLjQaeU7Iz0BuF}n7O!6cowV!-7dCn*Dqd6F ze9J=Q8UY8Zfdo=kg+?dMiano-@veOq?$orFQFAy3a1uvqVTwkByfqXQ?QC~AR!}kb zF)hFMFg;)6<%gJX8$@?cxpGIpFq!QSs0k=-N@*(r(ZDDDz{IelwOPyp7*a(0gIVZ7 zM0@aFGdxY(aJY&Y%nLv%dp_b~kPZSAC!O8+(zSvuZSm|sk5cs$Q7WNC^g8Zwm@kol zPwdnxOYmXNU*@nC)X&@7jX>QthRx>nl0sR~cIMsd(m6~1Q)18(eb@LWHC^Oa-`t4C z=12X!6V$9cO2Cx|y(4_+AJoSdl0vbJ=?vl0&z*{0TBZ5P;wf!6RnNQ($I`G&!PvbaW%@DGlY}b#VaWF@8rXBt!o42Ne&Z+|6em0T%}U;c zF85~N<*5)rk|xLe5_dhqjWM9T0@w&Ax2%5cnq-s9J7PF;R4M4ba>grX`oo?0=>i!p z*AqN*O+0dxo@tmlW1HC(>*Ekh2N8PUmz&u#0CHZ-mm{?BE0w3m% z5Q}c0iM~RHCaV55LKIk3!ns9P4fECb5ZU3jfSX<3i)>@a)^?%Nn@TPB!p8t}fg_Oq z2#vdQ29GLagwpSAU8C)?!S5K~I7R;LAQd?pmJyJTgQ$~A8^n&@nJRYtBnS;Fzjren z?LB4;NPFTXGFsYY*A4AB?wmTfJzxZf*hP2pF+bL9whT;*kDl|uQ-ar&Ux7c*-Vs;b zF6^Vm{@sP|dQP)LnCg}pSpIfdwcPTy&^a$R>5ZQ1q3rmh-Wx+)qA-Jc^*P*etT@{+ z{MkQtx)38{f>#Y`&i*^>9REKrq-ZkThlt^|^hLxYhd*;+cTWC0D0YyBlHyV5@Ja1- z>+zdZQrMRW7LugFT$2<+q2p45vay8}teHNnX&0dt5QUz|y{}I{-3-klVeod8oTl)7 zh`_3~6hMO$x<^p{EiNz5rvT{#W==fn2&1_na=(D-XvF3>GI4+v;1-MJnhjkBv^k@5 z`@(FN$X>#hC9ytjSSB7Msz&10&})#dGXH~PZf1r3R8FT`SvCP_eN$qnpa7|Je`?SS?6BUogSLswKaMp3GLD~B~RaYW-D@d4EFUb zAW4y}iIjSRVTl1EFL3ib?X32`jtVlt33%5&fwwq&Bs2R{w;=1opZOM{=Uj`owdAMA z-ap>Ekb82$(wK=CXD)C|8gZHS^jzmXjiACGP7Y?42MR$uf=D{aTJy2ud|<4)Hl}rP z4=+PbwE1RW$@B|9Sx(YgnGwr6-v5=#0DQNUwk4NXI_|8IVSGT=j}=w{g;1ao=;pHl zdt4pAFwA~Z)S=I-DQKv1jHAHz{jJ*P5#kwfFRON1O-f#taA_R@I>l|<@=6hl4aj$4 zIjDXcs38J{V&xv9awD<1A1u#i3#;n~SE9ju#Fwb9vdD-^Wu5yok zN1N_|Z77ESw5_-xlK1UVz40)2XS+Y8=2r_{nmk$q<@3!ana*gDOVt{5Gy*W|gOPs@*2U zI-+#Khz^b+@oZmzarvidiuY@{tKwfd#yHN5O;56TW1$$N(=DeQZiG64DI?p`uCn_0 z;3Hj;DEeGc(J2Wo!OsXOJYOV0$771Pp7TFlx<6(8kJ&3i0RDOn!5#!&;EiB1F=g|% zOIfuyD)M&a!C0M#7a6I~1g)+-Wfy70ZBT8m6f9oN-^w=X5Yy>HcEFXTrdM&x@mBf1 zvm?7roPG4U_f~2-`uUlbRV2K(^)fVFDzPVUuAtN-Dz!1>D|62&A-sCkt&W`=xc7e5 zTV6Aq#{l(*gm0hF*Vtms#gJ6_C22cdl1;0;kmMV9f86KN6|eNC3f-U~)bAdZ{-3j) zHGIU&ZCFda330J^eiocC1c~IW0y`CiS_l4EVVRNg4-uxznFc%BTA*;3k7#c`B_1jqkqNbgZBFTVh&0-=29`BR$NkTuP)2 z1vgdS=wAmzkWs603?oXUjG^b|!x>RLAh^}Q#$~#42QsZvgVnehk8vVCbOkY+tHLl| z>MwC+^b1SE%h?P}3U)7)f4SY|z)BO#e}Q(h+sVg@6PK(1{MQ92a@VyVuaCoUr2brK zbz0e&=|^}>RC+?2F{NoxV8h8JLAQh3eZ{>(FrynVpBcDaos^eOdNK9VYpvnTY6;)t z(ow8E&iL6ckv=g$qVt33vBJ;SnjJIt;z!=<>mX(Z_M#zg$GF!WawNrQ4iv{+)R4iN z!m8yN*_VS3OGCtc`PCub@$sYGj2xYs^B}0@MOTW|=6k((COYE(NxK5hBh7zhsEJZm zy((1m3fF9?1;IdQmxXl&dOMJ>zV-&DIm7M+Q=dL@^vg)YyKejX5wI%Y$s1@7QiU>L zzLt)2uadMV$zQ^L8-C+(b1KWzWm)}Vs5oc0XJhnPwou*T3l{~-REx;>cxj9&u0_oc z*C96;Xni$k`$}ybNk_E&%)nY!SJ7|FD2xQ5P+N6AxHS09TfMzKaQ$t#8hAooP=aNV zdv@_Th3sV8fvYu zA6P!t2f7?+V1HsXXZ)m%M-uiF0P5{weD>00=X2fzH(pn=h*7Y|jqns}Gvylq^M(Kk zy_~kz^{m9!Z6PyUgi=?5=3FnFHy9{u3HyayB*yO*jX~@N`@R9&z+|PBlW$`F8Yvdf zDs_s*uZITk{&=kg^7%IVXdr9mF80p{pS`XMK^ZmSz*~5LJ*O97?GUM#)$gxO%P0MG zX)*K3*eGS?UmVGD3*x{{5$`ocUEG~R^i)tX^aI2K;1IgpOQs~H@MC29H=|H8?Qc@* zSXjNdF~Q&x66wwRx>7wr)aus;$K+sTbjGqzF{}Hg^Hg>=(XEpKKIcn+;Z{LuP32_% zsVr4oA|-d_$NKSv@Eysl;M8uj*8A$0@b_OE*_FZlK(#IF$wRlJz?Iy~-z>b;VV#Q(^^ib;2dI_*Nd?>C)E!Y8a^X#mi`G#?c zKYzE^q0Gu+bpa z-o!}k&Tl>L_<584?$c!rv^>InQ9J;*#Zdkysk&c|1BoAD*2xGP`>AYw;SGW7FGtYY zORu?}$>GTbYS!7;s(7N^b!Uzz@z|F5-86mGXJ~v=J{%ywFZC<1n_@N%bbZmieFi@;Rd-4cD&qj%%xyE znkeOsKa1Bshb+0Ny?QN=3&(X|ng}l@-e@}$_jNQp`!9_WSx3(K-?FC{wljAq&g=Uh zUhNRs`P_m6kHG94LoEW7>I{>jbY_)4Jlu@{ELFz9U$$>~%S6vf3-^@$)t8(;kpDjFewtSNAcH_a~kkhf50Fy?aMH=ug)HMm`Z@r3JD}pHQoRogC@J#zcKo zr)yTyO;f*$khX=u>FOnF{4P&|xp-&t#nL$*PZNoL0;h{S9M|vzu#3+HfnQJeGM8G5 zT&nyk|B7|h~02KG4gb~)DJDNS}y|Y zWh?~Jd-TA^cE(WhnUSDp>sznDBbNziiKqkUC5n|Q z?E~K9mxBF4YTCP&wB{-L5`Fb#SYs%VaRuHHpgE(@k;alXniFZv5>R@@7km$;5a ztCWt0=p9KhKZ^ua04}Eq&K)HEmF|Gh@IOq_z z5TmRM@iim>OY7jUCw-m2VlSfVuU&D4mNH6UQClGR>Vjw^wl#18oKnuL zQa1p8#yi#5`V`rKo0K$i%ss-!RtY66h(;^&6gp7TLh2_M#_?*TalDk>#Fy+xBmzie z1cmKmnIEjXw-aspO?+b>CIY5Wh69~`K_+z+9x#s>8yt#OZ)!(q*L2QVtCtqHN;Uxm z_Pm4E6^9Gq(gZ4ZLBNKGJH;;5S-y^KqtbtGMj&}Z`($TnaFm%v8DMc+d28C}Pd#EN zXG}Lt>TjKoWXP&BtVQ0B-amtu`994d=i+W>>v_8Bo=?H~f@2GIK;clfNG0)pHn;YN z6_Pv3+2+S>beUdxUZ)#zh(IcAW=#n{@!*JJg8#94=Gcbt(dphvq5C}L`AUf6mCuP8 zn*wXm&~}C7X_`IMn+_i>PSx4?XtZQh`@T8!OHigSPATJ!mYX4%7sAxzaU`Wy+|JU$J^1Dne7%o|M|I8*K_*cb;H1N17y)th)*qx{_(zF zaq5~?zG-Q48_n8mcW&3$1{&Y2r-vKMtX8S`M-B;ZZKd1!cOt$ShvTr>cVf-N&MO!& zUTE^x=KZWi zZmgUrK?Z+O)gLSwJfE_VR-^@=u#kIJbrF5-*}C6FMCsWmt|2ni#_!y?UqWKxKw%v8 zN$pqe5{_lbaw2ynO?xdo07Rmg3LTOyRm5f+iO;+9OK}nZBXe`3_C5g(>$s|Ou7HRC z#uvj;{||Rc;J-8AJ3NUe{x26}!Boc2rx-FkM<{@0iHt|zoOodD--)%^@o2>&PQ~jI zhmn;wvhBsUvKjV}pgje3LoCJ4;7QjsB;L0G3cJ_=N!?ZIbM!&JApdTuWH2@AB6@|f zU?WFW=&jL^S^{@m$xY#o7qeux;@=MP@!N$JBK-E>+B}>VD@U$w-xms)mkrfLkasri zOnFlBsMer_WU1g5M{3530CQ8mc!qM}TM&7G_HSp@g~}@h5Sc7(>n}->yI=WVL?^yu z{~AE+q~-4%!+DL>kfs`&Ctsp1QQla`+PT%~In>s@tUR9W5?o4hA}tfa%nV5=Ho~WB z&8XjAQ$!y=<|`|I6G@lGuBeZPNFJ;Xfzb1-nj%S%Ohh*D7~0-PLnSX6Se<;+16_+YD3~A5z1Z3Ojn#ky7>u5@(+YEVw3r|1p*< zkJew!3e48-wh#2}ISy3VSTw zj72|OsY8RVE6{G7AwHXxwDNbzl$-R6(vy$lP{g}!_no<;>sD*fO?6wZy*b)AWvcW2 zhG36YDTSoyLxlrUirGiY+S?vjw(p zM9~7f8ySafqx+4J#sfc3oJs6s`4&_rU=+TsDE}0Yn`S085t!5?%+k*6ExDwBo=mf3 z7E)7oBAp@0JT^6nu<6aLpYe+-_N>X8v~Fl8I-eWhrr6QVlkk=F`Ad&8=|FUX?bvD- zxQ%pF>y#PT|7+EjUu^9Awg!)5cNHu|r9Fan>FRyv=R+P#TLO&N5boO`UVx+@_-NiK z!R;0`=n0YeG0tAysx<$(9{TRr90@7C;9?-8e7s^FUrV;nEd08xb5I2REHnY>Tl0G)8c7D=uA*7G-_|**uMdS&pFrQabexZg z1pHyda5Pi`d>C7PO0Oa`G18tQ_sfnANg_iXHLbeWwSI=dE!IQDne$qk8BY!|1*;V>-cEe=-1O*~UwKM~lr;vG z0K_#;5pQ0UpD1Tz7t{2zTRyKB8`@<%aEX%>9Wp@?!`LDD{EKPp|9V1}EdCo*WUO{@ zIUyaT^0D+&$J7D+C|q0c6-dyqcBJ^E)@DVeI=OgeWQ#d_W zRb*HBN}u3`ibUMGWj~q_9vgD6&#;63E-Oiw0+!Cccf*N#Y{V0A@EuE&U{O{Bc|XNV zR;!;t2Os?VfSC00@KZA-(^?s01Jvmc^3KbDS}^5ZH`SoVr#S2mu|}~{e+mE|Ar?>O zDJA`O3b3-1FceHr2lzEsHt>2}mvtgj{FTRID~y-;&Do7j+{6TK%BfY-o1lYxrq8Bi z&CptIw&7fD$RNGeAPe8%<65VMrW`7IXRG>sm$oJ2q^%?%-rT0Qfke*5+r9&Z6|j_G zP^CDLuyKmRK*+Qu7gW^6S&ONXqZU$Hgny-kMM@ihN-TsA3tD8uO!Xl~0_w+_`4wyC zix3Whu)4Nt6ol|0>Y&aLuM99d64)yjA3!j$yhYQ_==a{_w>+``d@v`pGZp+78y$hN zu*ZR#47Nl1oFsI1tvL2PHsehlCd`xU(_K^@zik^d|`S0n1+G39fQ^J`X%VCL)PmW5ll#N+aY7Xa@X5tImxw_p9k%XIjmg!NFG{CKg&AJe<>@l`Wj+NW*hnV zX0>Otx%E|w@DuukLF$v#k*7dL=e|?rKNOuK1^($VE~n*Cw$>3IXP7iux>Wj(fdtz3 z4G$D!3<%ZoWdSa)0xUWFJ%m{?iniNNwcjH=^l@5^H zg)^>J_e7v9f7%~?>)lGO-T_<{+Y?3L-~F>&;Y|cL=fO}SgJYar_~6j}p~QM7i|SjW zt$s;74=u(Wu=)2i3aLO6y4aXy>EOBL(#xGUsSXJ9_b6?-DZj* zNqZT8PVZuXlzyC4O4XZ7HnNY{9iWnX&tcyob>G%|kB7FRj|}d#YgX(5>qSD|*=kl* zn@b;aFd{4o7n#z@FNh6_vu zpVmu749$#q;z@+I-spT};>?~bDY}bb?BQb@V+?iyVD;18+!1(FJ>9N1uiln6l&ear zJ--h;MJ>0qWaoc*;S<@G3Wv>ywuf|#@dmhcU#6^iw!yoco_m?2305_AQmYdkNfBWc zO*KZcqEZw}^riRoM9h#?MfN$~*ICP$2n|`7flb-E_ihl6OJR3u)l0O!EmudzmoKT= zh5>(B_G}XD6>t|21-UOpOr#SMzmXS4TJyQF)wRIXd>^-AQ*33Sj==d3ko#E)P z54jN0m?dn%&#d*N${+dw#B{nYef5<$hDFkudG!VQwbLzp+Vg{aF>FD8tI&PX>^Vm5 zt1gyQjhareo%HfL{vWr22tPk;-mzqI-N(*Em?+P~Fm%a_x*sKpxmhNUUf$hosGG>!fd##bJPXMxbfZ|cM;Tny4DJigw6K<$gf|ky`RL15 z=JG_+sOVX&H^LMST2q*WIf2LePSoV!GC-hAt}REW3`#G3R!b{jLHXnzqGW&=KPus@ zJ4w?L;24Z7tlr)tbyAe)zHLXD(Q;X* zLeVN6%+i-gVd&6fnz+f@qp>EEt75He{Fe_3v)F2-X@tK!N3L@4sh6 zjVast(Tb}a634+%qll+nr1DdH>h`=PWhEveurmTSu;)41dRJ4Yu&@xHNQoTxnPGe- zT=dFB4E`e%2ng{Kj0#02O#HNzE$UTvxT3`9_wfAwW4Z2NXO&-w>ka(%W>XM)3!fH7 z#oenDE%0B^od5aH@#59{*&I}{kJuD3CG=SuxpI|7RLiERO;i>%Vnf=^LxG*iIirA@ z541sFUvhRY!#6x=q8T}UWMif}Da9EJ^}{4ZA?yO5C377Q7o8~6eTE4){&+iTeo@Y% z`_O{M5rAbZIwd>l^^JUs-@tX%gKNZsW!-Ce;!_6g6M=#DY<)S`Wsw)~2-96+UW;g8 zACq>{fB&ieQSSbv+QNRL_WU16w#VDh($P>0k1S`nSW_QTUM9*qv2u>`Pw)Bu9V4ou zxpPk6AitQbx&>hA)1^?0MJQa}UjQxQ6+)>m-K9Z37-N~vhz!svnwOimt^6IutrErB@M^NbW zqcYZ3)O%2P)a3Erl;!p=@3GfCBV$MIgbKxpmg-}@Kz4TZkMLtquEvkZ$KBau?UbLhJssE+;0zEri1cd8WNtjv z4*+C?*@E3YBEipP`2$9E40ncv+%6`aF2@b+(!6vzW)+PU4)4mnNDNfaxMLGA^r3?o zFAT`GQh3mOiU0~*Dw&K^L1X)Z=!ySIYdD`!0bAcg#-{8rW7$&N&st(_myW8fP9s4j` zwN+SD;q&_TtuedYk$K+2Q`s>ZkD`GdJGTLz*lQkMlG|EUTaMhBJ=B7(WYczkJ|jER z#M&G2XZ1VV9a^(%QjGxmf{|WI=9#Cr(tCMahxeRw>UQ?x(~dog(L#^6uP%tso`WI+ z1-NP+0msM_f)Gt?hHqW&5fbnyFRJdU2+F$t!*&)#s(I!?_Ms$l*Rk63!L&H%ig;7- zy_Zl;)T!bDVC`05nFOf?u(NCu)5I|n#6PbD1el{+J8TaYuk(FIuh*CP(;Jtk z^QBWrWK0rAL7{ArQ}Oh_AuI2HL)Q5y9{=*cUJ(sVZd!{MvJLlwXyRE@Q zd?IYbODgF;60)>7%aouCt-3=$ZG6u(@-k$C6ZkMTtPW~j{p}+bqFa&;HT*@Oid;y# zxa@`EPDd|9jV<|f@!HYwNkWUh`i^`tA+FSm`zKHky`?IYNULb7`X8a1ua6;MYVQ~& z@gVCumha+L0w{_+ZP8InN$Xeijw@ESGI^!kSWSs>NtE(rd&2VqZvP1gI!4>`u9L;mj~p}{ZbTE_WYF0UVoLf+}zD% zcmujwH3Fk7M}hllUXxH7TmenjB#GwixyITV*fz&C@=p(ICDaQGYycP zP)L7*`75V!=(mBNE-KM#Q>1)F-RN6w-G!`#XqhviI^-sQrRC%-rg&KKyEZNi7@=*P zot}bGWr};IIoS*_qy<~z*X)bPC}MagQMe>nh|v4tC_izVWAGba z9n*`8uezVs9(!A<$B8;U>fs*8p}m592C-NRk~|Li6G%jhAOnXV9NRzF-F461&yXX_ z5I1bV!81Rs7~g=!(nLtZXrn0?O?-;SBL4lr=}$N!OTrp$-`+Qnc5(h5Hi3PnlNLPB zCO)6lDh*-!mAw_EBmxeJ=txj?VCL_<%2w$ujUa2K#9s4PXPAirRp>!zt4Zt>7K=QW z6|a)7Sapp35Yg|mqD|elg1?*%N-RdgwTy~{Kg4Y>?hJsMd%e)}Ds8d|POcZwQT^`Y z6bOj%z<|=-;k!4*ayk6nnNN5ROA0xEsyExxgI+OsQuMb{_T_M~A zB&*H*jK6gwWUD=6!E)#oNH_F9k8s+zg)-eg?|m(BRJ81=jiVfB>tPG{Ow$T9{71M| zFGZcjO=GzDn}1FY09vho%J@kATEDBh)lG|@;qbLIjZVNjWngOyv#L_Gj0@)%qWDiy z*NW!Vp3w+v%bQzx)_KbL%Ok1OdcCa~gOM~n#wt!kn; zjVfHC)i#hB(of*-kz!hTOF4dWOZ~yQ20TKs6%a}o z?>U?A!7_aa`tuR&`bEKZ2bnaKP_mp^I{I*yR^ihXMvI6CoY`L@tmvod|J;LpIZEac zWJEUV&IQeDxIXVu)OG#aekBxOu|i0N3-_)DB=?O1C0`85tHDA@hnlNGDxK^2S3=`{ zS2kJFzlB2s4!MpfqyYD>3UR>;eWQ#GS=dcQ&@NFd0Z9svI?956<&YC>)$QMemPED! zBck3nrI*Op|45D0#;oG4-0@hxu(Y)kwfl04wJRQQUSc9GwPy6Mtyy)g7eD;=p#;YK z#T(Ig%8cn^=C%i2=jO|zeRR&g%<`pvUZ;u3@3_v#V-Jgl)ug}@L(%U7?4Xrew*lLK zGW=d0G9!U3-aAq1K?=6ECG7bRBPdj|Mqws=(t{93`sqiCRfi|Bp|X0~$npXZ5Uf*g z?uC0-nd!&(hZy}roYr0JMV?#BpR(<66b%t!Ru?uwkv1FK+Wx^ky?Ty}C)X)Vq0?!% zMO#Zq@9h&u+m`!?jCHf0-4OwQI?ca1?T>K(I!~f?EtQ?@eDB*1amoxehDR(NeDub) zeumnhLO5E7ooMyON#SpO*V~5tti%Rn;%h*mOwR3!SsxAp#%g`3SGhu>x4lQm zoa1!}BC_GhzC7pHHbz2~_Z*P6&PjvN|GEGbsyVp5lUs)eT_>A&phw&y4Ljd$khunA zg>MGRwOdY&<|IZwH^DQORaq5QZ+iD1C!qDe`*&$bXsXuKCJ-m~iQLXBw|HgjEg_$$VOWSHIm`Q1|94b$~a)V z@LyE_q`|hY0oWBEe`Z?80|&;jKxRe-MtY*j)N?he&-#(IM_^amO;%<_fnMcRyi0iW zWH_h~m((9F-}I(Hy2+_=5(`a{{U zUUxKrKxeirhzRm@2H?q?<_EHjZSk(CgSlrFMRstsxK{_-wxu-Dd#ke?K{9cLD~K)0 zPmJ^7ELJwZVO5Nv3S%@x~fVHMvg1%HNMto%Jj2phE#e!uEI~2DvCA5#HwepkF zgTwvj(N?Bwh`cu^?*H`cPgtjx>U&5nG(I^Go3VXYI%uCy>&@fMmLzO?&znwH%*yeA z9p8k%#6}DLsvgkC#{YPomb$NRhC49~MW^Ofq}h%Zp0&xdV=31F@G$SNGk+OT!26a= zV!EH-BJ9od0AoiHw|n9=8VXsDB*T9;g4 zB9X@R@Lmtb4LYVmQe`sg5+pnaAfo8RSDwvG*R^K&PBdZ2a>wTGI;{g9)b`TTa<+t= z5e98!*K)WPz>drnAt0-@qW;r+$M8pzyiBI2hh}(6IbXnK1&3HDVBAaRZ_Wgbw~^kH zTb6E%Alfu>#DbbH!{qOYm`$VT^Pj!@bW7I{{VBneUbSUwiHD~YJ|^jgFTN6l-FDo* zz_fW!fI;;yGwal2W}?`9q1;4|BJeKPK_>8i>sOC!`Y>>@UzXu5 z#yn-Yg;*R%B9XS0S`UfuK_#NHj)A|jhZXt#Sq%`7*VI`%=8Nd{04fl zwqVtq=YB;6NcwkG$0hG{ef=^X!;*HBxqA&!-f#<>Puk{4^>h2;ERe17K)$};)z+}t z!Wj-vfXr3@=x|PaxXFaw{~lxWuUb9k{mj)0TR#2{5rmDBWsJW8DNN4k%YpE}XE)vw z1%?T$p394ZXqQuzl*Rb`Q(7{td$*ea6ZSMeuN-|_>9XDW_N&+i?Gdk|Mk_WQ75s@V zewk)I6-0+jKUUb>F1r1{HL7xf|JJCcOt>NVBL`=`SQ1qj1=`#w4S&ls*3j5YM!CgzFaGm_SXS)k*R&OD7$CAb=MnyYh&rpVHluaj zh7jDLxYOY76!+p*+}$Zqpv4JNyaj?waSFxVwNNM;ptw6N7CbnIz0TR|JkPwyWiI~A z%>SG3JH~byB(rN||1zXS$(1}2Y6g*N@#NVYVtbz#mmOoM6p9uJJj^a|2S}jZqlzgJ z$jnU9JIIL{UvuGcEW12ZGV1765S#5HdE)^UhD<^CI*k#Zo7 zcRATt^BVd@4{Y_tu7|H`&V!G#_2*cg>cE~igo3S6tY{BhSYs*I1ALjkbI$oMfE{X>FaEFPRW!0H05xd=UQuE-Rtc=>CtgZ%Pd(MJxWG0`K+9RWsD->%ha z8SzcuuO`2f#8VB*RRk9is=;8aKekO{bz){paC0@UxC?>EKtO=9$EbcNWy`wo{WWfp z;6?135n6TNy*r1o)lDs z@|!vq-0-bX=cZRkY|*+yy4kV21^7OIF|;Ey|ZK$z&XQL;90`a2>N!NVm5| zpH_K!{Ar&DT0H6ce3tAuk9&A|XUoD2R@q@U$;Kg<24AGBD z!1jf*U|!H9ceGDenzThup)mO%xM6f$_0cywxn3P;JBmj5tMwyG&%~SW++h8UTP$9* z8{yOnLa&mFHM~}io1E-IteVFb{-oyL!{3@nsaUE8mF{x{YZLrg50r@L*blJA+Tcr? z)hTje@_~B`6BCBQrgAF|&EJsjoqb zXad2O*-v?q@^{T0S7+P5T2+7j?El^Tm-?Gs1}Dm&HA)QXH?L7M*iKYEgSabyTy+w! zu^ZuIIz2tjh2~cJ4vPdD^qrB=D^S^~4Zt*X)Nj-lPh8^u1)zZ?hwwf5U#$zD{taum zHL6c>kTZK7Bz)IExNo^Uu^i7FlCV1))B?)V7D};Q^?UvMO%rNEY7QMzUkio4&YC&r ziPRs*cV1MnbFsaQd;8om7>!+>Rq;`M4afk2NBYs4t6O}sdNYu0P^5!dS;Tnu(+if} zl&Cx`uLo=r$D5u)=adNa$5(w*ig>kxN@fgY)BRy;!>TS-3btC}SR!A2Nfe4}Ts@ZL z9G>H?pNU&Z_69VY+$3`uNh(fkH5*vFx!&i@KCQ1q>xlHcGu|RwyT|UEMbNqwfXJ%8 zO)I|p{97ff$9lQ-BWH+-v>m&8;nxuzzfom5%L zC6Q}UGFlM%KI^|T+W)eos!*xTP=6mKm&9ThQ*>gswg3~y9}sENAx9RRB6u6vLOjS4 z&(-rPpDV}KpeXpucisLvp=wSj6(dP~5zLz`nhqk0-~yx^v$`WerR(569CMh_X_}bGSeGG_n+aww_y2AY!AWy`PU~BC!`SOQ3f(Ay_cR5vWFZ`W{@;v|NNMdUr>U! z4puiRN5*6w2|7g!&6wl$3g76y2WM!e|7RKSySHcns{Z@P&;4O_xXR;THL{C&|J4lISS}}q% zvW29?DnmC%A)QalrD$0U>DwyxtLFzm?ao)#4&s*n5kq zlJECXO^e)A=b7{H6ZfJdr>!`9eB0Nfkx(lPs>z6Bp;Zg&f=c(I;GP#D3W>W@ewwA+BFam=AL@i7zz$AR@dFYWEdfb zR=5jt5dIt2(Jl}!PATR{@1a>`e}YC^o1A~1Yz7TGs1Pd4JFoH%4>VaPk0SZ5hvr%@FkM^X`{9bC7#4RR!H8-= zy+-|AbOaic`?u%;uc`^a;v?Zqu$1EB2POv`#xt%huR2+Vjws%(-9|c4n=X5gJ2LUl zkfbt9lXp-Kc?)@B^gzj-2UYSCAGC2jVuUV-o@V0vV`p^e>R``((}V_Os3d(hCu0t; zPsDc>n%{xUCmryrEgTY{=LHX#pSQjP!3E5#3H&z2CUGjjURX{6xkwY5WzB50<%Pgj zR2%O1AIDABK$iIVkMY->c3y$?ZWwA}Igqle0H}A_8i7j|gtVmPPw;y-nsTT!H-(=GmZ(4E%*z0xSw z;)mm8+?aJ$bZc;u`#-pT(12>@1ohYiaw(V1rv?Kh(CJWR%y2Gr zUgowi*q?fM*U(ylFaEwJTLu>f-VQ*oUf&T2EvFz>D8c^-rb;dEXboO3mI*Y5y3+oMdo6F1gQ~*wqOh(=c?L1 zd#~S<>`dxB5qa8y8zY0gFQZ=CDi0qE^_#huDkxrc)8T{M0UQa@0I7P;C+T-Q# zn+AEBa)Gj50kV&gAIU2a`p-sW`>8uywXb6RFxJneevoKAOz_i2&z_2UEyXFmv^)IX zHy${QK8B;;8du<^teIcVj?VFVVS^oL5Eg5nD_|8iti&=2%x3(}q_XH-0r!jYR79D; zuz(3hL=e@F@pHMXYq(3L9MmzAW;}%%P5>A;l+xORMdSZU!z*ia8!)VzhV4x&v)9D z#eZp{%!E+-syx<{RrBvcm#TDmq|Mm0|Nd`l4P7*c&(>Em)AxUXrP|7hZg>DE6d5twu(*iYJ85~oNurhbif8VQsiAd><)L=&|=Ou zGe&^A#75c}oIVW&Hq_kuU<5z8vU0!o$mYFMl;ned3(6%4Qbjt9ZewS?l6pdK8!Qv@ zlYGq4zDOfU*u=QYlakOLRFTm4Z|!Ud<2#4!(gc`Ses!=I1$0>Rb}LGk2)Iwb z8{VMLV8gfIsjMkPBeJGKA_|EmJDb(x*xgxa-{e$e`0G(B+aB%>@vbdj&c1eGMr_tL zL&8@Re@<^0*f*qn+8*4$C?+z-5OfP?#@DP>b|;)HKjy9px@s`CBNg{_=&J_gcJq04 zcLY&#T?7Y-QR@y2WB$Xc1eQE@;Ve;33Ia%NQ%^f(ztORo?Ry94N(?@Z@rhUsj}aXp zI15gZH>8!e^=q~~>14W($U_Y8uB4l)e>5vZ-k&H_T^jb91L)R?6yi~Sre{Cix;R#+PiUve=G-J!3+%gLF80yEy!;< zkfq}p@(;Jx5ql%>#!KjK&Qp@66h%29E3&c4mYe9c$S$&cj5 z5NmUse`vdYk+Ak0d6i{C1;T-2Gu2hojPZ z)fbHnw6A~nP-l?PvHi3lL)Gr(vK46xx#I(R)$1j+*43@G z1MRx_3K?rIDByG1L&Cn71S6911NV=ukbZPMh7&3EFz>Q)*8?%hb)W0RQ`wHH%Ya51 zn%>*jbLcr^R?7jRZdcy*T(gzN4JqcN5wfu}k|}#n_da4bkDV*?1cnPKz82TtxXBSi z{fW?19ZYXXg{gQRju)Fhw+_ktrfC?>^#S^`#q9m3IDm6jM4=$%lZZG>E^M-6OxR1I z{ORc9bKh*Gik-}K$faPQ8Ey`2SjD5KWH+>se1jACrbD?nK$>T)Ne1lmbSAq(n~Rq7CnUeivmt(Hli5qs7i(6>2m`qsE5MO z(^5{@F?!atLtmA=PL1COe6=2Ll3vV^H#H{C0=wf=!7we7Dwp`HBJA|Z6tTyIP;9+x z+J=*j_38*&iYhrn4VkFS%ex2qZr!ePOfAYuXl4nHIDw~ z-D&8c51MhkdH@PbEJq^qmpndWW|d!$0>qK%AeDqH-M&@0F?El-?!UH zR8gZTe9DuQ$?;I-3V6p+zEP-^?Vm%=w(2>;znafME>ksBQ|Z)p{PK{|oQ0px_zQDl zt3V}t!A!$Mb7MWXCY&k1aQY+=xmkmQyZ)J??Dv*>;rs4)$R|cIvV<6f@h?AxW<89y zmE^NWR%NzGJ0J_6UyVL-p7=!f{!fc%xwG|WzDq8VD0citCeO#CAhV5OYKTApUzWE2 zTs>cx;4nXuCExUM0w)^1k;Fj5P<__ysV@k9*;$k0%9f{UEOx|`sWlU$$i9aTR`TAZ38Z`m>^p=h1l&o8datL2o9Mt8aKi_} zUsT!obk9ALIiSH;d_3Kn25lZgbBi_~(rEo#H;>|LgatB2GLWy`mChiSaqI8Ge%Cb; z$Q3R@y-?!K*^|asz5)QXcDf&@f$(Sn*|ZtMSE$SwgHfjIy*fA>?ta{#+!DEa-%Iu2 z;Orwy3m`cN&PXt_w_xz}j4D|&0OIX&%|&?jTpUs9@?~nB{^cpA+UV*}F|~qf(k!%2 zio#_Nyeiqq_CVNQ_(8I5OIc{W^E|^wv5{iB{C7O=M(k-3X!$!?Ke9k{fvDiWz2z3T zcQ==zEYDp`HIxcv1kb_gxXoqI3iw{zui!PvEtV0~g_7NiW^3$SopZz!qlYxn})k5>ilqG_28jD@OWE0%0oTSZf<(UDfYljS>`O`X~ zERWoN>^h&3Sj{HPcO*kN5vj0_9J93$##<*|#a(?At~6NzVDi@V_;qyT;cU4C{t0cCDw^m;nVTdy~T zcU?Z=BLnY<-FyW8Ic{dy34j$aHBi1S*c?$N9IL%D99j1YnY5qe4h$wL_PPHix#rG> zF@)5pE_%lq>F2skZH)avexNe$4W6zEwf_6 zJsEBW5GPF`*^RdPN7oSCd4TToG}FVLMTv(B{&Ckg&57Z(%+LCdc+s4HPy||O&bVPe z4z3ji$>z}8kl7Q;g0h2)v>!+@0`er3KI4{6GZvONxC|yLdSf+t2FnIWWfJ-%iaC|TP`6k zNAkrHxnK)jbc~&TV4N>QMyNj%s>10Nqi-O_9gAWR@4J==SJ7VmUNY{HLUH)m;ai@&VDE32qi(vU?>B_RxtWSECuSl$uofWdtVhKdNFYr%NsJVIi_Q5`p;OBn)Q{xFc9?P`^Z# zTvy6LY4992?7;NiMb{d)Xx)-A3=9(uGeJ#f=-T^Woq_^bFvNj-g_v$l0-kFVi%6dBCYo&UR#AKMO0x$Kd#|Z`aN2)F&3nk zTn3Ri&iLlo?I>2N6?~jo64=D7Z?-72a1aKgJG#h?2YY^nxoT{VoFSBkzcNfDP;*qw z8y!1z-T{u1G-y@&4*94`6?tbWc`nq#=poHT{4zA4wce$1STZ{XKdNSbLhHuA50pTU-$W;5Bk#PMRv2NI_;(CVgp9( zZ{D!iRSQ=92zBn+u0c3>6)Z{qy%uwy)n1o^Lv7)WcwpxtzqfW@nsOYoVoh$`jyJAy zgpUI1CTge3b-sbHDIzWl$O1Aqa$Om>f|uvzCQZUKDx$_6ZyC1&N`@ppa3<$8gt2(% zddBF(s@#gX%|&9wJC2LZ5+>PG7}hEzZ~$}*yMYd_K+N zavBK_C`Fz=e3A*OEF^jW+<-mLy=;-0T82F+4o6~`x?A)z@58qB`zCXb>;?J4uYgGA zL>gk*#`yWN?0$P{T!2I_kq|)htBYx+ND?}FV1EC-Mp$SB0v=BMHw(rH-LZuF1SqN* zFJv>KrqkbRpKSE%ShC3w?_gz-y{Z)Ygi*r_$Ts0Ai+0ukN<#HC15STM#P#jw^yr-m zwj(Ddxw%Q$&QK<6nVd64B5~`f2dT~hf6HUuv?tC;MA|ciVlc1fDgZT>ulx_MlnAp8 zxP4`R!n0#a*C51s^SZUy(jEbGRqyV4b`Hy}bCJAJsw9O8hq1~Pcp!tSvX^ig7p&jQ zY1oJ39*oIddx}|z*=^VYEOm#Bd0rQa2SGd3{-RoPE_g_OUmLilk-_uO{!%u@&3$<+ zwf6#rc}@RR)T8GYr!caG%F)GG_;B~FT(??8F+o_Z=s>x)Stbe?_^=;>9AcBOy+?}8 z!|ReTQ+#G~NQ zrgS$TH{~AB1nGG{Tu&(n4l1TFF{hIThjhU^pqz~O%06U-XmjUmPZDpAf{eB=N%cEs zjdDSBKWu50aZNjL6l$G|eWO(q>KU{yD(yZeT5+P$n4+$6kMzZzbNVtF<%B$}5v10w zX)r!y+FPnZS7|;Zl7S&aDbpbp=Gh>1i-+7YbesBX5&i2~!2#rcX}p;G)Cd)S1$UkS zfI!XImjiCIHO0@-K%Yb5fbK_~$jTFKIVAMroXCHExOTUevV9BVmJ)Hno%<(M8e z7{_J^^`h!B?_=L0z7FL7E9d`~Q{FF)qhSQSDnTNXEq7P_Cs zyInUCC4@N-sET1OVGf@b7^;8N>WQ5VRc;ZP@1yI?ngY^XT_WyhWR-{48@(@BKX)e+ z+52DWnJ&tk`H2nT5M31E7)hv8jWOp%7i}S!jLxdHs<* z^u8H<-Pp>#$6RLJ$M5!o$XuOrqTfR@Rzr#JLhMW9H|4)&*R-a0H31AS_CYLh+P|vP z4*8f_M!SAx!CQH@nPMJW2D_VOBE6jbe#ZptmB$T1c=rJx#pD=7VYGyyCVT9iB3n1k zGAdx!jalKHtZD}csnp{io$N!@Mw$ zdd;Sj_QvZnL8?M_VGNm!uGsH0)H@Y@VYiVCn>RxR%^1CxO${t_qOvyanQ-v+@9u!4 zTF7;3OfUZuF89ktM}ohA7m?8^&i_F9Kr?QL793bNG#@4 z79YL)wl{mY-&{Tq{5pqIsZCb0{@vqSKz`zwcV2tuA(RY$gcAO&>{Q-GiyLvTvPGKZ znCK5ReAnkcn8V^0jz~vMZgUqhtK zia}t@7s`+Y&LwJ>@C~w(LCtIPIe>CrS$CxNuK_UM77Yc5wEw!;(GN-gCWSYsg~DZd zc>A}QV~@-9)uCgV^AMNZY4(JP-Y-&5Z3b_8)^|AQ%mG!WUcQaNP1U!et7}R zBN-|x&_A%&n!UrlNlqhV2-daxhX_nzshB8u}KQNNXOVWW5zPEGeo zOlg)#KkOv64VOzmz-dycPL&_+=T^Htpc$b@*d+l#zb3n0`-uW2NFfUk=KMK#>(7`} z7_*rtWztNL)Os>UwPF0{-Yof5Z*a})z`T^trR&@${Ayl{TQ4n=b*VXTBbTu5OZtRA z%@XvBX^;q}e29`0s(j}!{y@$?Oma8Ek2!y}P}A>|^Y-&zhI32L63iYF$le4AL)Rl8 z>Er{z#_R>rj^diW-}p~_P^0;1UPvyEiE}ylllbz4sqDWNS|t2yGiJ5trfrNofqZjuXogz|6s>qnESXL+x(amHK2wDr`L%N=-OrkaMxM_j zIHe)&-%$jp>u6cGS4CseBM<-WYZFkalz-EEoc*(c*gD(Y$F;E!m#=IfVh7)6uYbCt zWd7$Bp()=K&ICQosQadL*%7sQPg3~~95GroWqCl$!qRad6V+fE{wFF(!rtPj0_{8VUNp zcGJMYkd^-)S#4@M8_++{l-e=)R$Kc`pvR+sRe_jJLum0fU@sGGyqH+4=LZ`@;FMZE z63PVMn_kS1DS2O}sFAE8E&OH((2lO9Ij0n*WoqqrHOA!Jkf*wlwglTL1fv#t2EKR= zh8ayOuTf}Oy}h(`WSLGyw+RnvusUkX%|$1?+!ld|%2|4p%zetucbB!C4-sZ)yMB@A z`dU?QQsEk|s!nouf|dczDkd)mjv`XWnL?HGuNyU=;OUzB~YK@)2ylR2T3L(s-y|*}&sXm?RqeB6WWI?;Q6h2{pb3|BNFChY$Ddrdy$6 zGL$M`*IN*!X@Pkg=yd#2Hoqti*8adnI$M71`hZNt%5%_Z5c)_>6sMiWVb>`Zdy+RD zQQ==By*RW`bvS#E%Uq4Duvk!BVoeRagdT3DK~+vQ==f|9KjATM7?=T!L*$2$)Km>~$0;nXJA5HqS+5_ersfT7V>J6rZWt3q zqaRyNAWVHzhp02C-*NK&;J#lR`sJOft-@+DbxQ|In8=QL$3n(UpW$Dd#FNBIH|`gK z*fq`{Lc!6Kc=^I#94sV?Le=Z!6L)|a%x+~u(^&&lMy#6o1=;o=Xr+hEhcZunS%M$W zu_!=qTU2=Y`+YE;FsDa70kBeJvZ~a^2fy||A*&Gcr=>S0_7H!iRhqX!%~{CbK-HZT zu)I~oAHap}}r+Bcy3KAl86POrU^i@B}Xr}xG4XjSqeJXniE--&rI1q*(tW$-OY zX((P*k+rxHTAObpEU#2Cb4J3RUEB0i3MhUtDg2A^%pL7wKgu;Eoy4`gBq<)3_FK1# zu2?O8B<){pg!Z7XYsx;YK<=F#m)k}Sbk@EF80wuqto4pC)|!~lMF6Idg?6CZ{evFQ z5KChAk-0sCYp&Ms>-}W7y;Ya1tEgZ5KS&@wy_tV^`pEf1I;n>g>N*3ndriJYd^y)T z#4jE5hB}86Z{RVP272boEjw-HVm{vf(?NM%yHM1#qVu8St==Ey<}fE|C58LXu#Si2 z?aL`>d$SU#;fgZg!&{on*VA(-2*USEGoN1zMkQ}Z6i|s- z)9nRJw!;?5PNcXA7XD_;O$q!i-8yEDcVL56>zyrm-WaE$A30vMGNJ#xHis#l`}}UT z^u8!R*gN|@pCBw6rzP3%#}fQ>Afx3;Ody%ww4(SwGKyQ$(??YgG^?sokk8_bjmxTZ zVTrtJQdQp1w|Cu0pfdpzK)w|fiuw4kZ+KlpO472Zt~vc z`+(*o9$C8st`Y)hhwoG4_eA?v*SotsU>D`rsQe|N&n2*zvb(U(Q4>@7PggiR*&dW8Xd0v<&|FT4<{|W$R4 z02t>4ark7TAEiasdNj^*> zR)(;g)_-a=imKuZUFB*pB%(^QlWy_0+?XeyUl_C4*ZPd&S9OxbIouHcAhE4Y4D2z` zO=QoPv3`2Y*&^z8ki%moGJzO-Ns)S5d>Kf)(2IHvgDa35ljMT2bRKEQQ53FGz6j$uG@lLl|2C#(TQ3arg+Rd^4+SSfL)|t@d zjM=BDUj;Pxb`}3z;OFqbs9guM<6}fqi2oa^v1zh$>7B<*Pwfb<2C2@UuLZE`wMw*f z#U_R>uhpDdC1Xnd#_k z3^c;Eo;?f6ZanIUrvY5?`L$KQ38IxQ(h+*;K{D@J(aMNg+9A_9Rp7^8UCgWuVbr%6 zrwi?r=%L7a!mN9<>+oJ9m8q}kQqBDSCtUNB9?<(#D$S_la4Ee`6tDVgS2aMd0)}F# zUx*IKQpLAC@UV+2xb0%7WT}WCnSU5#BXGFnPs03d5{kd_={4a;k|PWtdbHpgcB{K) z=kI0{ovGKl!14r9gfut`Jb|l=XZdAE3gNeNUa_mV5V+)Iasbg96D)LKMNsrr5DZ&e z#08U-Bfa219_3X&HsFkK4Yk$ui82S_tb;PQuJsN@x9!&4Q!!a2{3qY9r`AX5@8ClN zTZ4@kEFBqJf~53IOw`7gv2#~V`8D{;B!=FM?bv`LGCfcZnkoT&oO}hUUaG*$lynqy z9)E`9^ z6*1>7ow*WoHESGEmQ23s z*;fn6HevMURcth2YKGnH9{wzh50Oox#y9jg zTK#fztpbPqfXbf#O9FJ?`;zS2>;Gf-fakxJqzvh{Y~q6rEF^%=*M5xDD#@3eYZr43 zrdv4>Jne265g@4adgBetxPHDF6Cr6Lsc#V;ac6DfxA2OW$vI+e8wzHwfbaB@&z5^# zDA!jh4@BV)v)$)NTFpuXQRp7M4g07|;d0}2dHc8jj*;^L(F2mw=u3#&6bH{Ea1&SG zopnA?{rdRvm=J-AaH%$#vb7S}AmiM3i&*;FrFZ2g-j7kHv|xD0*d&Qx>}gqn?T$jy zBVN2=ez`i{r`_78k(3L23zs#Pw%qt{pa zN&&)|8zbB%=0yDbot8XSVVQh~uJOKB@@*40#Nd8cYQKqZKP@>keEzqO(!I2fJF?KU zK0%*S^J37vt8(*h%FUy~3`e-u;g!VR<^SGD*$kmc|0he^Le2?PMwMa*w;1|WHV;47 zePFFv5l<2*E-LD`53m0HN(tqe>H&cXFe{8r#Nfx9E+1*MWgt-Qg@)-|<$qCD)5n7M z`CdDl0*Fry3v{#+|&I*%|wo%r~WjQSK>VSo>bFB@yt&+{>~=Jb6u9Z(Id% zf$4qCb_r`vm+u#gH){`UAppnOZlV7Ua%&!5D?Ey~=gWvGS~5}FYtknUhCF{I=30S+ zfxNuvWYz5cnuD;?S@|Xr{)D2vcHs>woc$?k@vyCc>iSIHvX9c%DDk~aA2=l^0QFlz zUTJO{J!W+UP}@%7FhlVU1SakpyRk&TNj8XY4E{NF{wMZh2R1vo5t9ik&d5N;d%`E9 zE*lh)$^BEGy$yS|7hl(Ry(3qh{8gXS?R zHtW4W`|^OY4zBeVyF8y~atx}K1ZQbE$e;VCz@j46=|Q@{7P9MX_1PO_1pSJp*ZMZ1 zL1dd~h9Bv`3ti(K2|0@$Wwq+vAXxU$EWnfb{0^a9-cZb~+5_hLk~-Xi*@*F#UPN

g1gNfLERJG`BV(k~v&BfWo~h=irWm{ono`Gf#6ssSSErQ0PKbKmeAcR{GGV zJg@ipb2Ny=#@7#K?0QA3H7mz8uJgS;4iA%NG8^sYh@hqkUz8O+cBZ+B`yUtI->IuT zcpV;vK6j#^M~j&FsxNJA(0IrBiw1*6(gTcKXTTxvv0x^w8*;K-uleq(kDFYEG97Ug}U zEY7~UoL)-3+-S<*Bwz@;Tros zI2;`UXyy#eTE(3VF+5Q5>?GMiXvxwlCl;7luGu9xnKV}77j&_N)$a(9c8=!R7cQ{^t`Il57@%YC=0^f+{M5SI5D%psSRW_E7N#o~t4P18aZnDI+%l#s z5s}spw0AxdOd1%OX)jZm5kzvWu_v$%c{f7iU@Zof#0E$dP-5RCzI_*i`5KoA7gC9- z26@+vX|227EYUZN4juFCeyc22)jQ|axBq~id05gRq-7>)& z-E;RGm?!Rfwl(SuV@~(|&CQ%|4*ZfIB_C*5HG9H;EPiT!*WM}QaGfM%py)^lMphyu z5P`32N}>6;Jg0Xd;GV@pNvPpE_U+|)ncooiA-|AM-t#V-ef%!JMr)h+LE-|~($X-W z`x!-`z1+3*B1%3f-jWAK&H@oFQTlZs{NC(z=&f8jDh?yWjiuUYYJDbevD+l^4Z1nX z4f%X;#GBo3MkN!6V5DC^$)MtCwg~{l{_d;^n1<&}<+RvgtLKDPYk zNjJ)~f|96v1%fCaMf18PYc)X*QG#!?O=Y_t(o$Zb)gn+=AG)(B?oRG)ek2blOs5-N zgMkMC!iAl7OV>$JnNN3%PdgE4@$}Z4?026CKnHcOOy~?_n*m`WNjUP9Uv0=*!($CD znh@uMBoJ+Mtp;Gt{c@o{{GKT-zW~PFZGMd~+FL!IpHR7ept8XgE&DBbrc9T1MfTK? z{7Ij1NEW+bd}l>~nPpY4mKx`+yU2CZ&-B@|#+G0t&_rncuG*qv#n2C8rl7j#)`a3srKsWRg1Q_rdXxNrFu0aPK=U!MyL7gS%By zGzLkEP~BI>d^jbn%_M-4{mrriFWW;dq*_{y?~c~Krm#H1A40FtrQ!ql*^`V`C*~MU z_;VckSCEb>?uK2k&CPxVpy7|;A&8NikDJ?d_!%&ndrq{=%`7sS1WG?V; zZu(%UWIsw)DZ{N!{hxVAi`lF974vgu@)GWCOsbt~)9E1=zs#kRB|5;COzX(H~Xy9iw-28j50)yK6J5X3oJsVO4*M&bp0zTotB#tk+Znn{CTfR!Y zr|vSaudciM*+8@K!V@#O)Dl#J6eg(hSw*)o=_YQx2@fmuxTE{uEP#!}=Qq2A5~okC zPM79I0+}IC*tOfy(*GFvDZhT!u!Fw2o5IAj1%&0&)~6mk)+}D6FxHTTYLcl+J0pEQEt}z68y2@6G~2|@ulrR zAYVupxLN7F)FvyPt-{*wPeQzY+@}q{gQNT-&8JVAx8X7~P)%z#*41>^hj6m_;auGA z4JWCnkw1uM79*UE#qBaAhTT;yw9VE}P2Q@gHKn)ezCM{H*gh&3?)NSBmHHvC@)n*AfcVP;V-Uo zFy&_T!NFd&*V~jcp}b%9Q_m@tE$H5(IBmTTS{Ke6N{F&e zutE3ea3Xx=wT=_8)*H#|UfyUW;%%Qqf7L@}CIKQf0yP^m;U$g2z)L*ANUy(PV>Wp26hiDAJ|ldk<6p z5IdryFq@LgW^!XCM~ifK^yL%0zwIP+JlB%%RG({g)qsDauL5(Qf?PBEHv<%gyI`y( zSu>$)LAcGVJOXfnxXk?J`0}phafZH=!~3V%X;=prkjRHtH&p6LtL5`Mx<5Qc47H!# zoX1anTg|T94xWa$T~RW)^coqWa~FeyG}vM#+Y&+H7)-FU=h33)5DBHi)$Pm-hIvpZ zU`hMVDKGCuwp)X9y>I5m_u{U2?(%^e_%@pde2IoNkf;dEZ!f}JR^5!?8oG|z_hyI= z>5b-ULF8a%{gD=~x@XZ%gihZoC}HvRUps)O;v<%q67Zpm5`T7R-!TOETM_y0yHgZc ziHPepd|xAsA|?^^SdSxrvn275>$$bu^3ZK{N(K#fCFoF*q>gr&3d0|3)qC{I@c-2l zu0<%6%%-F}Qz!u}zBN9XXfkyr8O{%Or@?!EV!!U7xo})&FxPIe5T$%Cj39s!y=;$U zIoDZ$Cw_d&X}BEJb$nqkL3_jby7L4`pnkdpPhRfId)`ERSOzS3Go)eWb4Jg{-lroU zxzb0`-A$6(xCWcO@4(^^6u4MXfTL#j`ZS+%Ti8eagMyb$&E1VAF-^@r>RZK*H&Iji zoWt8pN(7Vzn*G~)aqZt?)s5YN-RxxgE`=lEj804sVFch!r6}LSfxkn!@>i|Y|6tr_ z`AIQ1|Fg%xtmo}PO6iaUgl|GRdF7Ee^9(XYjcbb93X<9h7Kpk<{q)7m)sp+z_pfC_ zTROwXL7;(9W;VHV+-vl2(kt*E5_J3nXADTv@d}>$kiSOX8??m1EMI16BZQ5*Ks_245C1tok3>cfcU0{@kc`0DcY%z< zuZ5Z^`mmFmh|xj~+xk#ILq4>+GngO}2KH7`>hCyWsL?!M(5t$`3`b02=UVRa$HZP@ zH)^LYtIg4cU2fNc$r^q4z~ZMyX&ePoM^{gc=o3c74e-c&?htl%5vt01I`$c_Yw5NB zL)2IBH39Zrj}GY;ksRIKrJ!`l=WaEI`hCdJL;|EU@K@=E7TOQH#qTinfa1??6GLDo1k=3XK)tKpk}3dV zFc6Ev^Q+PHhg^;*ni!ekMDg9sN8l^Lqj-R{)FU+o`?eof4q)S$h;2yz9ii+OYOhr# zp^P#Tu`(6^%qRt9bM2ECcG`VhZz@v`!lGqIBHvn(8PcScX$AaI)#zCq8Cm~*+cQ*tqwP_#7%YYLH>F}LVBu{NA&IXb`V!WlN4vRw&vPEW z4P9O(O%h8Az&0zfhycUa#NKL3=Y%sgscnNNeT>0vY*=x_!g>8q+s~;>*5owUE|xgyA#0Si3o9+LuCy-r5y^RQ+5k| zO5@5ObSfjfhy>?_G|!yuf0@W)GKa|gBFPDnO8P6db~W20lb~c`{r8bWdVJS+^jKkI z`sBQ>0?Z!tw{bP147cdTZH{falIYA%#5P0k-}CjrN>Ar`QoysFE^uzW?BjP@aOE}$ zgx2LoRDv2>q3l*{hRpS^9VN*B1^S#{mgXZ_%-sKC?!3VQZg%d95BUe;Z$>oYm*#qj zQ%RL0sg~GsBi0Uawv&$0gy`@#f0XNp)-rgC6&}iw_qn6W(k+IiA?>2be~1*k^7UmG zxI?iNlU4r_48;vRO7NE6w6!f)juX<9+Se%)qmHGukn=iiJhDHoN|3@L@+%4qm~#t? zX(#FwHTDA#DWkFwITKX==2N@ayySeiTW$;}H$fVFZoF*^32R0tS^D6iv4CeXO$JmT zN&@63EVr{00B4x+CfXCet(!?P1$=SeQ0c2pDy(qCIQDFfkZD4)uW9n8NZorUbo6s= zv&W}S6mr2QLH#7LSZ?=Iy`udUwJu_oaU)w`ZP>)}j{oKc^WC_UqT0MrSz{LX&02eW zxP|fPtLXykHxjX*jS1g$?^@t9hKZul(4`B&;;5$YSZONRX4e=Ph=+O-ww^5u_3`2M0J zwffWZ*6#-|Rqv9p*&)=>)o#jt35^DW$}U!hyQBea@1UzwU?|g|)3f_4)-7@*$Lm8> znN2q=0&~TwVx(_;){$11389v*pJs~n$YrlxcFi_47?7AYAS#E@TpE;cB*H`)YUb6hM%!iPympOxdZmw+)oSV5#agb#Tt z>EhDXz%zuesEyMUyC)<1g5;qQDNbIDco1PN-D%BbrLOuOSR8|<+L<2krcXrJSTbAQ zq9zK(i=Dx+lTB-=$%?7-#VwB`Dv_N)lF>tY(>Eh;qd^A9T`_7feUDtF9LxoQfyzZe zSUh)EP(`H_t?>@wZ0GQc^9xrkM~NXoIFKOj!2(@@+fVGNEFYNeA2p`|5GW{B)ek23 zRLhF(*%XqViThf5bxdl}-fw;DG91*ChI1OTmS;w48Uv)klAdZsR{7#d@JkZIEB?Tk zh^*xJG&F~)Dm3xyA)YGzS`cU3SqQ0E32=}@3g zU^VtPEv&bG8}g7hZj4J%leF)nF;n8z z?^}+?@%rAt7V8>~un3|&($uoZ*&E1L?)7AuzMI^NxZPWAux6}c9Q?pO=Hl39gc!#?0Y~-s%+Y?<25%~__ifECFC`lM86$?djE|HonUEyZ1cK1#J z=^hb}qt<3y9!7g2+o)C34`!~WVqGU7mkZ%Pg%!_$y|3nUE5+dp#AmK&Ynhne0O#|V z*^Z*)eE5F>e!u8t0p_}-YNe6Afk?awj^WO}^AUl?@T-$e-kDBU)4<jquti<;i2w} zi9^uVMMe!kg$M)l!84x-^e`>J;_f=loN{?#YK}?JOOb{2DQl^$w2TLWzW?TuicnbM zzV*TO53xrB?rXSJpEG2ehff7@S_5Tw;u9_r9uLcuQYfi#-YrNN5xY- z2oI1u?;RGum$Sav$-`w_Rq;8D@soeLS0bd{A1?KiFrZK_;09_^U;eSK!!UxWJ)HRtW+vH72wjk| z03Rj4^}&YN4J`6^-yr@MXeR!Dpn0Or5TXL$xhig6K{X_%`Un0cY%g+s5W5omaZG#QknEnnJRi|2U#HP^cIZSU>?)Ng;h2BHXGbrG&QUVb?E_Z*{5nK+n5#N+ z&-^rY{-*fr05c2=aji5+xrL*|^eiV-E2r_f`hhBp?!S>cPNJm)F}+a?RJ5SwL0?kb zJr@#<0Kl9a&eG4ULwyP(e&?(}xCq9t#&Na-R~b2AUCVHL`Y6T5jMY#bt)6Jdxk-CQ#BLUxU)fmr;g#>+Pv`rQ2M|Q3VZ6ry1jrE?X zmn!=b`2NMY=#xfLXl~3?aX@q5hQSN7#|iGWpe5{tpn~+euK5^d0pPo4WAko;Y>!TZ zx=yg}@tYK{$l`0Ogp`CZeL{4O-VEBaUh2QSX?ZYU@~SSoLND7{15-1S=~6@4=De8F zmz7K>3dp>4uvD-qzFF@FCU>0mGNidtzKBgq+9XTT z_F~ccDk;D zHY_|-$VZ+Th7YPBGrgaTZiM2&28e&ga1snDiDlwHVo(p-6!-fk%Xj_F~n#%9km-=SJ&x)Uk zi6S~tS6(nZXEXqT${*N1t;0O;TG2N}=tAu`7V!qAZ$-70fr{|AcRU%Z6h#uLgaOv_ zagwk^5(1(0L;3f=gZjhD?l}z|YHjdw1k!tveH(Rz51Mh2 z6aQbNs-n(0yT%A;A7R#lPuFZuj3z`*TZ*B+weZ#i`;%V#l1j!U`l@T4I~=i_AyZ6y z_do{O={)lUZLuHAtN(eq8w7DeW=$PrRwc=jHJ^Tv`f(nE8~!|IxqBh^`=SGXIrR*~ z76}wo(2cgC;E@AITB%JKgN*KtQ$pIr>SHFHRy3pvxS1VEDzWZ`h1vd=|4Fm1hdywN zvWd&JN#HemDJ``Fe(`FN3@Do30lGi+&b%a=`PO$5+x^l_3nJiTNU(hW!=>C;la(X`aTobFA}!D`Sv;cKxVPV(&cL+7v{Kty!NhOSm1Y z^pOY6$~`YlvQ@DrIZPk@ia@9O$CElN5oWe3fwY3Uhx8rq+Wjl)8dGN&V^e2wJo+G0 z+D~8ZPlm|o$+mtijJ_AE*6|&&`5r)tdK1NOx)h(-6+7fj1!#%H#u!gw)7(z4AjZOL zPp8r0?DJzshW#=TZBhEhk~Tm{FDdT#HZ~}3>F>lNV^?&e>4L35f6DL1xdX*keHbXk zD&zE-`!?zGR=MsBonzEaI|+pk1 zT6h=sDavYs3C_*>T#uReD(Mm#7HmB#|Al&rp>G7nYPNkfwdN7YI+zNC}(qjz3L<(Gs(g7aB3t;M+$oCVOY&bhg2nn;9>6@BDT+rayYsvPIH zs?AGj|CEui+L3Z*k$URu_Egz#5Yz0Fez>(w4zg4{OzF$xU)QTsbhT-mCmYD(Q8Qo3 zS~?fepSDeN42u0bz0mDxU*dD^1y@oY>ksiQA+NQoxUdlwFVSnd^gFcfnNychj@Nv7 zNp^-<*81bKUzd--54CmPvX6Ui1hV}lp%Ipcn+J`8-%sn9_JDtxrUK*GHWEr=!K0}e zHQ|RzwCy|#oGb6>oklXCWgu6haZ5-sMoPVdvb_n)MCJ|$mcAq0DVq&G%SIzR_EyRj z+A5W0UvYb@6$r>I$@t>aVsKtn+S;H{s@s<+VJ#i>EaF1BR()?L){}xLW(i#WSwbUM zzzuHW&rzSEsARz??EFxNeU`bq-cy)pu_ygix%$r;h2Fzx0ka)TCeONaT*e!RNa{sg zOUj*$?HGCZ(ZIjs{^K4c&5s3(iD_8~cZ%PbDqzQ-&KCe+DiErMhYxH7 z0Zx42IUi*1E6_WE0oS5RSYd7P1sEaK`HjRHGNqoms zEKKUS_F9O2%SWF7NZP+UuaK1N5e*n4j`2#+DMh4R{8L5l?=x$SB#8ZZ9QJ^R;6yfx zIkax!h);WVSV2~#A7AF!ULtma-5&)u!qweXZE{xl-Ni{B_w33x-Qnsp!xcP4X)frx z2G!bvZm+)}3>z^DzbHq{N}3$m^KVF@LIa<*F3V+A1S|Hks9}7wt74~zx`Q4u(o5|i zq~7Bm;naYdI9~*rFxfprK>RDlva!Joa0q7h+Xc20?~6w_6(VfOOzNsY7Wnx5$q%(+ z@AEvk@x5AiR6}OAoW$Ck(C?0jVa@jE*6@$)RUcFw)qS!|lmyv96c7A!c9YQIIXO7G zxxb}T8Ceq^8xDzMjpKC9nB~7zdORSBgX4Lrh3XBiHJ&PW>(* zE-FJSKBGPi#p+-bn-U;bDWu;@Kp71mhw8IfXJ{jn!D>HtCg#aJ11MKLMXm1^@R{W^ z%Xq}bQ(OW&xuQmy)ho%@Zb8}`5m@LjnRPJ~EaR)Zfh zyfuwN*lFnC+V<}7$q0A(T*|l8d+AZ%6osNjwDL7XFu16QPH=EI3H{-L&wmA{A>g)M z0<6r4!gM77Rn!6b!mUOEhcuAc<%H;E-S$2uOs7J&{Eomt_v&F%%_38+VuG&g$q7W% zz+5kk`#rzeA?^U#sH6MDoNVjCKMBkBBf290=Yw1SeEA@0R)CJUiqdA~cfIb@|6I>3R|ELsvvk9xBik&JzHREoh(4bqGA1y`0F?hh(DyYKn6#^P(JYmrUQdM6AO*NIFi!sY7`oq!VLZ?gaU# zn@`R6PY-A7L+^=f3aLF>Zl64;T(Vd$e2>%;P;d~_yBwX5Q_>?V(AJ3MC0+WzF|-&!1H$mMeE zSmeIB8O9;QzWN$^^gP;Svj0n}uzBk=@}?^wp0?7(U;ReSM;iSx&H=OmnHVS|0VX6_ zD1hHX_Zv4RuL~s_!av??3k2Xx&0L-x%t&$;5PX*{FVR%}1R}pQv2~$)t z%hyh#saOy`vSA%0ToF9uK{~Hz5Snj}XxHPX5KJ6TH1t$K#j&UHq8l-Q;SXOw^L5qghT7iI+X;+ zU{fD6*J)>Wz`$Iae`>PaDD3XZa^5E_GT$K_$u}eXkaE5my{OH4Bwm-oo<`9rN@QVX zup9oWJFjC7<=gB`)Js%t%E5^j1y#B$c$iQsPvqwKkVHRYLcDUQrZ^fP!~b>R)Qfrz z*YjsVIvZt-2WrZ0caZ#ATxiFrT(CUh zT~R&%6#lJiVB~X@Y_}e<>Gb9O zs6V|cE80TLypu%sUHs|69TnEi!227VOjl8>*){-f9RNSX#QvXwp`PhxzO8yA8e$cL zDqzhxw%qiu*+zrB(H{Di)pV#hEppxfb$S|=zmr<*uT=rx?ICHmW*ak^ivEkgZoV!s zQ!;O9!>D3Nnl?e&*?pK{=x{P$ej6ei(XGupn%%?06?>!d*eqdIWSOc`o;ATE9TbH+ zmBzL25N~96O@-R3h4w`U-P$8m#tQYU8MP57oKVKC6<@XTBN|bnha^z8Cd;-$W+=@* zSxl&4d3K9|I1v%CKKGA(5>bfyFnt@s+rpe;pdf~#xj-~im_(7G0*&tYy)z_=8^_5g zl;@DC2mvKzczO+Mp}kRbtqqSwSI~X9!|$21M8`tG%l+InW<>vKqBC=+M9u;IhgJuF zpKA9@Rj}1VhsJWh)EQBfwR+?1gP8?4@wB;DbvGYGh6#QxXQ(u3fg>VAp}1MsO~gXq zpV7JLa?=c!hs|=%<*=O|js%yrE78ycs$T>W#oGJb2N7f$S#f(TC=wDqOG*5L(KtVZ z*B#4S3TBDOtm6R^WMQE|-*f}zAYD4Ne~PnJG3X5D`z!7bdDzmj3vvO+@~#PhLIj{( z2k&X{-%1H6!MNT znai5HG2lx-Uy#DC zY@WuiMMPmF7{qCSaW-N0cSvgoDDCL+6}-0?v_U(5&60?$CY@b50w-)p;z_4LJ&m4~ zC~IDzF{%h^?x9c0>U1+aaUY?A5h~g+8!@zb`k>Ro%8T&`C+ZEQRWzuz(np#+T~KJh zHwmpd#w#Wu_)1+ zZ2K}p0ee`E4QR>Q!nDrhvaAhZ<+Y~^;wP!<-9>>1r5uLIUQ@0Zh$fAlL5DRFuaZMP z_FH4<8$%Yuy?pNX-SVuKr;8%75Dlq8+x59iC1f;uQ1U>V&btEHvc-LEc@89;=ZAyo zeU7!wR%{XV%200=#}x(ktk`>&s1Tb#Xf5Nz(q99|KiKUb2$C2#XajVzJWSu6y4PNY zVfM!k-Sh|jc{}1Qe0s~SRR-ukjT(Y`yi+_ru611&FS_i!sysD}58p|q5RNMyMulwd zY-zk&^aF+4=`FQP#CIqj`?i<=8=bG$Dcf zodo5*VtpA8^44~bmQq$Uc9Nk`kvFTP0@nkQ-t=Q?fXQJ}OrJ`Y4tB^{DHfK$<;dF8plmhj&mI zkXTn)lbJ?7tR5XH=Q?_R+Po^FFEGW5Iq3U#Tr7X^N?jh@Glm0J&?Tf?Qv^8F8 zXEUczbLAVS#*+c72l#skFjQEs16(p!jixgC)+|cDF|f<6Ss~C-JiAT=`th17bGzn! z?aAQE!R2%aYKe`_06D!w7P>YtSEmlVo{QSSg*b1o?z}*?&XMC7!<&4J3k9920mMZ_MJ5;OR4fOXQCf3Lm9*?Ri)L5);fK={VXu zEhq%~(lp%i>TLkQQlgU;@ddN#?Rsa*ozudxQ83W<+!G5sUB$whwP5}A8XX%h|4k&g z%L<*ix~)y;e4gH(KApnqd~ExxVTD-~--u(DF`+s=|9TfTMU+egk(K`rgfkguP;L|v zSSAs!tclWbf|vWeM01W0c!iHH3O6tWN8eIeK>C}K0_=ZgWhJ7$`|#!_VhzYHMFHiv z|KSPnlKS)}AM5(38BJzudsfX$rS%Ii&GCuqTPHoJM3)`uMX$g$<4Z|COs3Mm|In`W zrIYdRS<+u?%3tR$oybp-TX#EcUi)5H>0atj8kw#*%)3r)3C|gpYewHTN6mdROu{k) z<~A}u=(rmYIYG&_Lf`O2nOsbd1~(Na@kyu+DN*V>VcwJISP=0L*3QZlouLLA4t)wq zwS)<=g1i{nsFQ6H9>|8RrN5LPdkE@_2d(wdXt#WyP=#(<(5_pIVWLT{p^qxbwv$R}sw* z5vVvfXXGcIkQvk0L&}5Pn<$ulbDZCO1>WcL8}|Eo@l12{lRdI&(X98;L6*r7$+KPk zhdLofz{77(u2{kgWNROh*{eRwsXw%5eK>fb^I4DWtCCc;k#er{de>lMpBcCGhub=O zhpn2vi*}^Ow~C(B*?a^DG&I_?b^?jiG%Mta(UtnEmeR##CO1PxR|U^=TVV<&E6NXX z@d`SE*2(D&;buf&Q=o2RUI1%Q$EzY@IWr3ufQBPI5Gjj7yrIWJuYN8F( zZUSYtdv~cvR!yh8lE?GeYpI!y0Z*7JPye!FuKI4(cSzgRMf>)bRN%tIM~u@g=ChPh z{f}l>mWzwzl$ZB=wsDw(W0^ZLu1VLrmnXy24sW68zb2VfnR!UYI4r*U+LU7c;eP*I zK^knMX8MU92K!m;%)SPC9Pe4FJumPLiV0?nPTH|jWIw54b2LEe4{$^8k6TY^8B;?#YP8Tzd%OM zejxQdW&P=Dc?=Lql{)H2&YMa)7X^R3!n7n*(oZt$LhY{#Mn_C4j{#U>z>(WlB9>>1b(n`XDG=)avPQwl*+Tz;&li3%z$)@_B*0Q~HZjYh%5>zy@gb|h+@R0=aP^|? zk~y`pBnp1GY-=TIbH_9SzAYHd^BsMn>NyRb!spu&n~gDeunp|L`L*iw7yg#pi|>Cd zPE(t>*&Y8uhle;~^ZaRpWNoRTQGxjx)#4YV*2KjlYX+^*xXv&PiS;G~GMhXmPdt+A zzV@e-TS{oGp@PUye#7*?p}yzgc-}D(C+o>~66x&y2fWCLgW!GZG+jAoF%)0Exa3~| z+!QnAS*seL-OA?G%CTa2x{8yT>c%TQ#cQ^ZU{;hLO%KNFLofDdarK@r)!)19*t5%{ zy532BRq;h{#;KGfih&QKQUN?~UGz_c6F;G^1yTkEzJ5B_PtFd^1x!-EVrm#6>W@LS zw!PXx<-lYh&5owMa|3MGd}&@7F_pZh=qy1+jl3FJ$#ugJiWg>{Da7CDKF$A z_*P8VmjR`rks*f{wR&}Nl{>A$7$Q;J;RF}$f>yEb$LmsGYejXCR+d|R3;SvTbbF7U zcz`Am&fNVV3l^-x*!9#B%bN7_|H$FYwD1LGr-;HdVbI`Q>_>%Vs%27L2~_QuS@6D@396GcO390Tq*a%S@uQ^iWG zmR3{IQA`~X_t)=OP+P0p8CgfjpX)CDOztJgC{FG_;J_EX6cT#;tsfNf-K8qwJvr{@%iQ2 zcT~I`xC^OE2n}5wdtLRo%DJyM3FkBG-3$g$55B8E%nEIK@EgjXdqLtCWN*RjmxNQ-Y_ zzj#PTY5klHRdB#euiB}&==`tQc`b@?>Y4|fP=qXqq5zgo05NS+RdlPL*;5$C3T#3G z3gb~^rfOQt6x+HUmCS+xd7>1lWxZxWu48rQ{L8RFlaXif4PpdPr?K4IW0ml!KA&En zIApk(LfcFdX^pAefSz;b8()9)EXNMQW(hZvj71fYOdpE$^h{BpCjZ7}EStha|B)VW zCrYy0_$~~|*QlKdVC6`lOBn62x(;jis&CDs@|OH_2`50v1(T&3ZedoOKiy;}Xx(mn zPk)6o7JRAySoJgX0Qnf{p;eLcEGfQVZ1c8pmEk4$DSFf*jiryxWYpK0@YzVpXWN_2 zMwoWPDwX&nk)oq3LSiB@`1+QhPd!B!jNse#=GgWwOdIX1WZL?(w3hwGbeRPQv zl{~FGl4CR-0(o4Zj+6lIB3`JyBWQ&TYoZCr7aOLjn!;UzKOeFX@-3m@+C*b;>y8~q zr}&!8leVHS0pN~16xdA<0@30R`}+sU@Tnk*<6@=QG- zUjdNslM3$B_vorfpfZyg&${hE_stANj{*Es!d^<>YyaKgGU>^C)PHLAIG}l&q6$E1 zgr=|dO%N)!s`9pz2;~-kuV*^>gCJ(y+j=fv$0}IToY60)3o9B#6)X{?%^bZy>v40! zYxb44Sewtf|LG!mhbGil&+76~`MzWt7gp~_ztLQ5`jDY@QTLj5=h~2MfA3<-8JCgI z)Vk5i*|X?cq1=z}UqwXQal@ELMb1HAyS_s99aYEMXx_HiJZA3)R}+x#jH=3C<$1(~ z6Bb^%WHAUW)j)?b8W1~uKj894tN(J|s5xNOfIzbSn4!!757X#QDDm4rvuPwjrW`rc zB~zh?R^f+xSk$2am2ltV$#soj&u)bIDjOlUUczV@faNI=cWsVbtKc0n&#I-Gwe-L7 zHZr%o0lyjo3JqsQ6N^ZMg^ElG%6-nBQs+E7tYK`T+2SDdpx2TjFi^C~Y{`GDCbjJY z3lU*nht&hYqmf0iExH3 za5*3VR3}bcumYocWq0l$!vR5Cz?o(5GD>b=sg78qR1C?Kh%NpAAi8hNmQp5CkitWD zW1=I4!HavDoZolqBTa*NhOEyOdzg+mr-w8uo;b{9$I2u-AP82pnIVLTq2s zfNR(CJ722urbc-Qj~3uw1b&#rom_{4}mhHRhENaeVh>+enF?GvQXcwj!Ek*LAhh*n3kZq zyKKK6@%%7DbOe7Z^4-@PP_OECgzG7w$1eT##c`H}OeP)9~m<-Sr6}XE0j3{TMtf$#wD5+z{hv17$v3@$WW}-x=WR)`}A*C0IsYg zjrjhE{#Eqs=0_U#QT(X;z8#P@`u9yU31S^9O!N&ZbcvHFzsudG+DlG-tDl(k%o?#p4fz*G*;*v^rG2t==!zL7hRvHq`MR2LtlQSm=LwO}Ic zpCkKSmGEdOwB6I&_Y21Az8A}AyQ~WlZmSIGPnvhIqaOjX?-M&{hB6IB{H};d(!d^!kt?Wn{zF zKXbG!Izc0Ba&&1RNf9*n=ahp5T?+a^Z?xZ?qAA0zV{;LUy?#D`0Gw39wtvfHTP9Ty ziX-Ns!bnC4aoQ(d70(qZK8vmTFM+g!Jo^elf`1CI%4j zX;icK?<@}G>PPxzG9|IO!$y7rz>CS_knq)b{SCHG+3#-YWud-XJL{3-CZ*+XN1byO z`^V7+m+$d;9I9O#N%d38eiF2U>U=AKJ$9o*WT?H1LH;nq-NVh&-K_dHPgpSpIm>lc-B^U9<>y^6e^Bl)UoJPCEE664-QaXdF5dx`)~v$^J6 za{KcD^&d!Of~s&8q1C~QIbK4d>u<^`UD!4BbLn>zJRMnDO5l;xjE-Tz4`H%pR*{r) zT6FVN4K4^>zwle~r=jeb>CO*3SK0xa*orju{E}`cLMHAK6yL#Ar}wb8oH4OO>( z&WaY|^v4`Nc&&5w;n|PUtQ!Z~V76cZw@Gebwg_%5>mmKzQ%!Ll(6KdPZ{U`rIfy$mhh=6;%5T?%Siy>vsdYC!TP0z z{~-~HErrj66-F&9t`U_$HbbmZX|Fw~u|kMq*TOlhuAB=3XsG?AI8E6!-PH=-t}T|x zoGy_B;fj$8z2$)?IcM#Fa8xos);)ai^W#uFD2@CcT8O+$+ND&|TPpy+!1G;GxRy>_ zL_-~!J~MS5Ega_3$e|~+?(_DXLSeL&=S-BxlbWp=v}&*7vsOgUh3Z`&e$%Zv2&To) z3Zb*A8ar(yX~?tOZG~WjR2CzfmKdFbQ$ypJJ%WS3T)Xeb3&alhw`(Kh-E7Tr=V383 zI2y0qaOoIa%?cD9(R^LN1G|4Zg4DhNWyWH}T$NwDV(>%brHT*U?!a7(eXidXqNXl> zRWcZ!gjJINd`Q>F;{aUu$CM6tykPH*%t+N$@pexl1xxaingJIdR-^ zYL<8e3d4nX84>UCx#Nwr@oe{^bj~B_6%~M*>1I0*xyFi1!t2Rl@p1XbgQ!N(m&G+o zXr6Euf;&6IVu#d&Cm-m?)-KSe4R_^Ib;o_eYYdg_1l}9XPJNQ`qAxjUHb?*HHIcaq&SW zr&jn_)fbd3|D+>;^GuxMObdGkZn!`a z@ANS%QISw#`C1`xO{e3oS)5CJk)6w{6mPa`RhK)(3a+*!*j3*cUH+OG*0~W>2&S%*(!Dj-f2!MVuV1O8!Cj)W zGYqLk_j^D{Y(8`6!J$jc1^Jv&LOV%}ZGWIdRNpUu!jHQ@XI zoXKWN#QeELZvXBY;M0=J)c3!ZRm<-1{oKQ_QHq*m5!Cb+8v7>TyP%6ZJv~;xO%*w3 zVE9%OLnH%epVdagJy+kcK%o=Ao@v4klvp*t@vV+_!r(@yLV$t>u|u@=Xo&OfXSTWW z%Yg<`wsx-lmDk*I?F&iQ66C1BMf*0=uyf_=rEW_|o{ecFfHu&kB_G4|{V{9OkBXL2 zvX|~ocf2H5{b*&Gz7F8{6xr_tCI2jRUbCxDUmEP}Q3c|^G6okm%a1xs*GZ7~OP7(x zXVyo1{_&s)#L0|k(~$S5zgc+jZ*y2wByLqR^-SpPf6T_mZID#-e;MEfd!o{pMKK4eHCQ;Z4ES)q-;>w#fky~4{PId+ z*0O~`e+Sug)1O)Ni|u{koZm7a4mP+c6&6MARw;agWTM~bzno=@A*U9~GJ4_^xu`;DGg?_7;KOI_q z4}0Pkrs{94s26NaxnBD3zp&%l7iI6i)K$Kap_(Im+sSEhs=v&$YzukHfX83%;|_-C z<*evnHN9;)CO|7rWIVNl< zzs4odWqB0$qxbr2g z;A&U4eg^3Oi%HKwz{D>>#QM6izlpLn+5;2?x$!qd8A+u$lW4{G=egG6T3TMmc=3rw z5bg6#^M}DX-btR1kf3+g*h5><(cAoT+UpOdLAw5u4>g8>Rf*T{84YfzUhS3NW=AJ= zjteg?Mu=F&Zi=2S`q7Bc@caGMEBZ|_7s~(4&_zW$;CSAt%|m8^ztM^{_yd&e!9;G( zZS9Ep*WS~uRj{JVR$dJ5$r#DGU6ZKNvs(r9OIy3L{!|R)cR@WK=Fjyp{D-wH&q^oP}{GW5&nI3Tf1L?cjC`laqgR(D|;Xe3COuYI4MjQj>e8cZtE z&Evbv5B`!ylF@=KD@b+lL~e2DCyqNCD-g2)ir`sWvsLJ4V2r?x65G#LzTa7BQdZIRWgQma6{g6c>8PK-yCoLqydmbv0>q!4lj*fa1A*r*)RiWy=0L4 zYRSnErGg0K?u*ZcGGHbtQ?MzZ^c3Yh9cxGjI&YD?=-=vKFg%-%v{T(xeba{w_=({0(ds;ixds1L0>~ln;|4g2NTCMANVO;e{k~yU zzkN#+6v-}wV`hZ@Dd61aALl9f9nS;;FSy@`UPeEQRnf-8A+6frf~6qmz}@(%L^r*~ z^e3n&CtiIjPM@IMSGf#R2okcJCCp07(=$zFuF^|qzNAABK!ENvjQ^j)0&#+UY` z^YaA_Pk*V7R3PyVr2>;MuXRCsR1C;BFG@<jr-{j`VL950 z*D*YERySY1&iEs{le0W zGwopzyCy;5xcd_(H=nbz%O>NhKBZr6L7dbI!3wTd$mTrK(=oxhg44H1zum(`#Uv6@ z*kAh)Vqt>9M>-}zaS?;FBZp2ZQU9MOzQD5Js6In3_UrbL&n{EjIvJl`gyqd|LY$)4 zX@Zy=jQ-a8R`ofc8s%tiB}0OGk)F>KawT*DGg569Mf6Z@$ym zw{E!QglkRAZ(b=_R>w!BilXgqKNiptm(`*2+@aUTq5d>T7Ub`IA;bq$F`XZXKNqoe z)5}r33&wNg*8C7`anxjsh{>IpCS?uX?HMpV!4E=F& z5{bGbV0)|n&BTZ9f-5rX{Z6T{=R%*Jcm;_zkw$!BZd&~Os_^?3dnUDoa|o?=h`9;$ zY?^&E{ghbtnoIX;SYbt&%$^w2XCro90{3~~d7s!}bvdOHk<*#zqzlNu*UVNW3~1w@oN4KL7x0det#8A#v{#dOzR=G({(%fd8+TU}GF{-<@Q)ZI4VRoFUIPIv z(N9~o)t+xO3Xu>IYd^-Ku&O@%Y)#p+H|e-FAT1y%ZIZAYja?dZJ4&GyFD0Sc(F*H& zN>$Oi_bfVsk;2kIYKBLKsKF2=w%Gl)p54zAn<5-+I}iMu4)IRT6O*SD(8o#@T2ZrM zYM3%TH~T8uCekR&2nUbpskdvXrc&vV3e)z}so!zd*HRcmdNIX^;yXHgfNM(y|V%kSB5~=l>#gt)(BVue2w8 z)&>nE1S63Tl@!YumWaw_ZHsUW0q#$PzGKU1mzu?3H*_V;r~vDWK4=LRzX1bN=koc9 zcapqRE5E+a9aC1qX^A~`k9mAa_Dy722r|v}U=Kc?bXmD2od0Oxq)bI=#;mqkBH#oa z)GYm0cRX(L7=8GEWWD8IlkwmFKVWo&l+ug_Dd|pW5NQyQ?hwflBc!Ff6_oCl?vx3L zqq}RsfYJQ8KHn>D{QiaW#`|%;j(8p`uc6I8tORKR4XZ_m8}|yJsaHD}nBCFiPe_|C zw^uHt2cq8nn=2nIJKA3MKlD10IOlZlzQms%g9@O?&@-la-+x5pBKIN>5d$t)nG7Y= zRidDKIbukRPG^$t24({Q`Rfh!+hOlR5myoxd+&o5KlQ!H|fhD_xZ8axvCF;}42tuSHVFsO#MFFkYbv@u;Iq zxyG}#9d+G_yk3oO9HxKgF6OR!nmfGx;b1DlHkNj+BhprrfNu4Envvp{23vm6b`j5=w}o zdyDv0ZTCv&0DDR}5NlzDzP*L8;WRSnUi+y1yGHNBg|8~nwM&fAw<;`t~hqB#1Gp!x&}pWnEU`U!3|L`e!ab0m$Yw zvu?KJ!^OiS%$rb9zDxS2TmZ!}enH7_xU)--2)ax%$QQe&QFyN666e2K_x~0Br~TjP ze;k8I(JmDPXr?4`ieSJ71O@pHB|>VkPS4hDoE&?+gi0A?2m!no8t>B+DmO)6`U8|5 zdmfHnr_3`>aYo#A${3Z3&lu=_YJK9F%VDw+`#z@m0`@~B5}Ep=a)(Zu13NEzRQcj8 zyWu6M+>C#p0bmRoYuUrK5BcDL_gO&@9JT$7m zIX3~;$%*wIRYs+P3V`-2srbWeSVZ^3Z%)S(^8<@?)fIV`On=V8U`OVTOnb_tMmzK+ z&e55#YVL!G*I6#z-Mjmp^eyB)PZ!qo)rP_E0w)j0%#txHD4A2Fuvr*SOgzy9S==@H zcS{sWV#vm!yMFCA3qiTDV=^oZc*7^V!NI=YW9UUIEQ~$>eC=G#m-U6e+UqH0MT5R~ z=RVKN$7}!NY-uJQah#YrgQ+5pg9XO#BgJiz7eM)R6!Gs3XXxDFNt#UgzYaULf!(@; zV$t>gbK_|Mk)U24B^1HG} zS`>Zr+$uQW^v3`DJW*$#Rrmar*vYZJ1=Ct^&J^Z+h`UPS=hs{Gliv`|g%VDqba$p* z)v8j^IXVZlgd!}oJ6G&Ua+xC^hw{SyP)d5eCRPGK^*L07`ug}o=NNZ6kBRQWCpv!L zlYpi)5{L}(X1eGNs;ARsn0?BQGl~TxWO=8{e2K85~G|uKt~o3 zphWnwYTFWbiUNc?9DDLgCD~kIqvEf-Q)v1~v~1J5_Z#PB*4tzELC_d$j*>X3f>(vA zzDm6d$ugcQ;wRMUab7ni8{fPeYkJyJybPk3)M&&lb17Q*h+env6fj)B1e3CPB!O&Fa%DDjOxaE z^A2oTSX!EwB@E=ihcb8aw)x^_0%ibso|r{02lBJpJqc^2K5bE=eJf|a-X#3(>8j=$ zdVcRr7x9N}p%edJ$|?4J z3O-*2GJV473N|8n2OOcj3LUe%*}bPxc~n|b^F;9(;zBjMTS^AT0q@I&3DirfHmp9z~zbu6-8HtH!3YX z>qVU#o*sR!uV=0J?MuC;BurIx7PJ0dt#@Hca+)Oq;Z=U2Ra%%(brj&Me+iaQ-lgfTwEsOZ^qb*1lP_FHa z&4v2G_Q)h-Eyo{;2@c`gDhYBwNh`Le7ccnA4~afB@M!f$f8JH~sp0?tW`2=;)ftxw z+QE>MEYW=$xb}mN@i9_jP|p~7!WRMZ(O>R6Da#~xIs#^vZZ4KCkZ*Yv{nSSWe^@=h&f;B(qH|Iy zl?s7?u$i&n*+X7awo5oqwhtHN7A1!^gSZ&}O}%@FPT8|P=FGFZI!vqT6NU5SYm7xy z$h^H0fN@$-G5 zvS<)bVKme$uHdQ=4Pinbr}3$CUMWT=TC!_cJhj=DGpC6pN~MXK-m=163P@*nJ4$Z7 z=KHYI;A)Li4K?K9GuL~-{=2}E+2@4!eygckan7``Pa8E#e#S;0O60%$BX5p>dq3lgN-6)oMlDPd{$?EWLsj=?Bj;)2 zaHEaSIl<@Ms+wFSlNmU!`3qe_Jk{4Un6CRTV1{`0?jc|gG{OMS2~tXwUkJ`sW3nBS zptg!>6NC2{a>(~5_m#{SC(NHH-OG7SVyDANj%^$zugII)#S-e^;>i!~^zwg>i5YyJ z+%931pN%&In7b{lA+H|8Nd{`ckp z3syoA%0hm>dbG^YD2EKiG_qB1jpKphqB%qY9_q)WB}oE{tw_EzQi>CI^JmJmM*p{E zrfJEFABYA{0{5D5!us>Jfx*(AF4xWE6l+yK-JRwH7JZ8>gI!9tV@`Fyqj# z={+htP?l>rp;<6bm`m#l|5rA-}=zWu?acL@p&b&4GQ-K+YeQo?Fm zD$!{tN?|I&{DmjM{Z&i4Ryh9|k=8g0^$PZ*=Gsof_#;Am?;1y*bR_F&s@>&76R?6i zSO`TuvUSNN)@@A)8+e0w1$eJQt^y&u?t;|VNjK1+Dxijv@l|$+V&HJC1q<3uUUEpT z?m2x7b*!;?!J!MVkq;cor(8e+-T0&0`(0$;kU!KX;+mI>OakdoXAnvL#q5D2g8MDu zgB5YRvry(M_sXQOCmVj|d@ySe%HI|8v*an(wFdn~k5EG=oW$7;)zg?XeU;KI2iEU_ z3aocosjur}hA}%8wqDlfH84ITB0upccy|dOfaUP$5Z@j9aq>FX z6X1VAo2*XBGp>5^o3?c(8K}JYX|+eYcT-z}U@#$a<7{s%*+8dpt&r+$$@IgA2-Je7 zy(Yb{ZAp~WofL1co`vGBLgviFd#f+_q{H?)z+T+jH^9PjRqd12;U>UVmb;RoSzt3p zFFw{H0N#YMmAyP7DN|r{cj>XS?x+4UkE>lZr};)DO}EKxlcD4$;i?s2yYO4_6?YyH z><$so)Nr8Gm)xZfH5Dfv5+-7Yp{tNtyZn*f$*y~qRHl-7;bI)!pX0s>`P~jRe2jYI zJN4-Vi%233g^^)Z$`24wNg%JsSp(`g_dn#=ezY@{SuNQqNIwi$6}@ngpdq1(In$2& z_D7yqGoYmw+BlLa)r3 z^sLQZ^qD_--}&Ce2DQgynC&yQxNL~=)Yo9nsrfxJ#qtmRoU?9U6`;1ebq4u+RQ+*7 z%hs)2>8=o=vDhML-hGGZ+%*{h7v)FoH+!0tBy{%PVI@nR)YO$K-Y5q)vhlJ7y-bzQNWHQ=H41v;`sx55ZkuC zcyFyf2uAsa_v5I=4jD#RDW7|+LZ&me#oL}PUGO>4+>XPzGdAi#wDlPI8XEJi3%VRy zgmN~YpYmxIwj;{|7F*>kHb-J%EwijxYYZ9Jfp++tkEW3y;qpekS#TAT8feUADuM&W zFazXgR$xnlNwrm{-*cm+M7ru1m=Q!5FIe{miQuhHO5Bg2c=0ypPpC$EFq?=~C zQ|#8^Ez2sk>SGe$m*q}oYPFQ^3H<~3?8Vc;X)ao@6by{?Cdz*J1M&R_+rEAnKf8>3 zxavvI<(DB~aoLdEoO&`-vpAXk1o;$c>KPBXZQ246O9rO^821ziNKH8_BxXaP!}`6s zDlVv8`SU2fp{>0c7STN#9&?bb@1(PgVeT%n5-lO1hSgU~ej)372On83hOqCiYf(Ql zb5d1ZjqBUM)vLqHBM$;s*l|s+yw&i+uphVu-(&A>Ck=R4Y{eU)#i5|u#*_uY9;W8i zvPX9{Nt$vwQ(E*?QeX;Hx?`VJ^UY-zGStiSc6;OjdLb5MeBm`#|1_Ad{x)6aI-?rY z@S%|Gy^~M^>`F_$pi9s-eiu~i_NkzTFTSCok}>49(el4h!PO&ibL3e+hpf@AC$$SY zYF`6B#7+>tFv;g!Sp4O~)n`qSNOi`cF8IJlwHL^n;&!@_>LH`On0Ek0>JV^MyD>8U zK-T3|bTO8N$rp2jY8UXBw&b7Xrj#0>$@}R36cG};JALe&w1*~`yH>cG9?x(X}$4@G2DiaM*w-Xml_U6tCGw)y|*ryP!Wfi$gyk968f@|%;ElkY9aiim) zQv4S+k#4a^uL8X3npOj>&SYSKKbELSH!b-NDIsJE_Um zk|Dnl{k!Tq#s_CYvyOFY%L)=Da29?!w-g`4dN)m9oPoYR&o#5{G$;?) zJ54vcc1Z%+&MmJYG%4#p@HBqkHTzJS$6xgSa+4_M{;j!(vOxX^S}kCWa4B*OeE-}R zC;a`R=g*|MHWgEdJ@O)lpLQ|OW)b#sW0jr?KbNlNej@SOHD>Ft*RH7GnvEOaukpXi z(t?cihf*&Sh%|OY>E*3z*d6(vza;uY8rzU_*fJmJ9FGUhua0%$Bj{stVeL3tJDMO#2e;L7X*LS#z-P$oYb#-$oF#16%G^f#^gi+0hAHO7gT|cAv+A5`-VH${;y4EINt3=DGVZFoSqKNx#nRV z!Wcd#eLdexj`7u3uN!Q2W@&fl$t1ap&?kQAg}h8l%`zPWFo9l@Wq7;Q8&Kt{p?(2> z-^#+))Q@}%V7v`;fGivF|HB3783mo1b`H%EW+L3<_mIO|&?NrF)eK#& z?x2hl0 zV+83OCPEW?AL{p*OAaz=Q64uh@NmG#5ELD8xu-+{opO(k}lP?ah8^`S`&*Tv1gO8tJ! z3N&*4P@H^{2?pOz){`;%+L%~QJ`bnG?~*I}(Bt=cn$e&7Wj^f7a3sLrVjU14g1}pg z)uV0JqbuOq@u;V$wV!y}joi$jV^~}no#Fo0sAq3XqG;PJMqd`o-!JYiRiY2wMbtWW z6GK5)+n1@R40>{MWGka^C}BTRKx%h$o$@UfrI|qaCtZp1ZU^|9NIZT|Wdr?fel^*2 z(eTvy?MGa>?6YhXU~s^k#$$nAl!p*|kRKK;+BLG9`~CrG4_?nd4+lh<&-sEPjh2bOy}|S*G=g-17nx`JiQ+NqvNPk8I2_4>O}rXj$jGu)#odHKYI$C z+BwzT^$X_JSQNc7YcRHk)Axw>4qb#aH%KCTNimeM;`hcv$E4v{pyL9Rk*sjrnC=LE z(u2%MbrY~-)!Y|PtbKQWnWEE?DwNQ4d$xZ4aOgEzK|jDuY&)$MeHa^5v)>Y<`{YwS z=qn9yAnDK533NsL*aIR}4eSjFh77lO@alv-)_4)=O(+|nv z{HHn?(;(X{X!Se%crGC3D@cu*LX7cZea^~2|88qaUU-y?E(U6jDHR;93$8@xp|jbZ zSA}4Ww0^_-suMnLK$YK>8`kxyam29Ut}mrWoM%w=P9{-K;q;pC^elFB_36VI@@c!) zY5mWaVTbisuOTA<7qL<7>_=1?-oXZR1;`C(8l~~0LpM)vShysXIy#i+OWWod+VvUL zu}nN@d+uMhaszr#{ppOo@UX=pQ5g({TUhGN6%O=Gd7x-0;Cx96SEhV4e3|+{hQ!}D zzM=b?GpQA_;v^%{o>j-A!nnGsQaagSi?v8aH9-FJchtM{qmPGQ52xn@RJz)$n+NZC zoK?b3Bx+!Ir$=Y*6SziRoHjoB2B8xN*Jmp35<5_JciOYS`VUaVw6>B5fKjB$MKW;R z%J4!(3yc&wU*-JUPfIuqYq6!?S7gge0oG>TCA=k-66s_0$X!3*XjyGsEPvsidF&A1 zda~PKQeF3BY0OuDMwmPrA-sUqF+_CPSf{cj1{ppbn{@9yK6p_g#HLx`VNNGAaYvb# zaC1hbH(Cj@n}8ZFD>4lCh@fy6kgND7XW!W^6b{d)ZNcI$#osLUhMeDcP*{DQXy%Fm z#rL0$^GumP+{AT$#)~v3ZlIZe%0($rr%sCn?&GlzBfr`w>0$mW678jDbQ zM<4aEb!I&D6T)@PQdB`V6bm!3V+56`g%8x6!EAYm2=N|@Vx{+RBfGN4b#0a8iRS>o|{Jfr#LAlh%JtO z$e`9u8r_6=NpbCD$Zwy%o8yD9l0b?l2TDx+0-9)s_1}umPcj%!cNT-{dZT~4dbsT= z&_O6fp1pn?j|opyX>84m`-1ed?c%qcilH4G_+0+u(lr=75DKf0;=B_m@*~`~{3`rB=;IIF&$>2@XI6@R8Q?Pye_|z6ES%c%JH4R= z2_?eh2pLKf+YObpu|c!q5~sK91H zL?E&%S`=T4ZRh=&FWYB@o90pwgdFzx5Rm7b1UZzoym$Lya?J7*%>8QiVY8#UbA7( zWiLlrdl7yc!zF8o7rF9h9udEratk((R!U_ONxl6BrNOCm-|`Y;2k1gBF#IwVm`538 zHm{gU!#6J{`c{d_s8M}c0#$r*!JF5|aN{-o`^xP!cAGKUH3^skmJZ)0o!y+@3K{B2 z{Yjk`5c`O6^54nfO0?#<5a+O&$7?_Qt}xIDe1r6BIvbR8vbD2ZYvpRJbC!q%I-pFulG%=_$25yTbYm7f)|^0`z87M6#wTN=J${vAzjJtGo*Rr*EN` zR&9q%7H1D zu-Ez(#3z7%_h~y!X))S$9`O<*tj_E{&xvZ=Ac~&TXFi(+Tnxo-w^ddVFK`I>$?cF> z`Y$b&g94(H&^oHOYrK_v>TE&hjrwC-cw6-LM#X%m`e%>l)}b1jLWOTkF_`CvsNVP` zWr2AYcqsV7D?2K^TT2mjhrE=RC5ke}kq0DbX3#=$8sN(G@I0zLCEw!vYPxFzmO&of zQw;mgw1N;TLTWaqor_6lnlSkN*6}FTJ?H~qR@qdq1Hw-SX2 z=f{~hCyIPEyjwd|{{aR(TT8*V|09Ebll7AbiPO;cwULuV^J4+hHQhv$M2sHc)$trc>cz2w-SdJ~RDZnF;&m(eRF^Q`c86 z0RK!^kfha@I&!?=9k$+^P!P7k8m6aQO11|&ss1tr$S0Cst(|JoQMIa<#DVV(Lr!dL zN7_6_=!sFASXAXGOCdE7YdC~0cp2p^y>?s7lEl&Oujkh{GB)n^Nt8HomH=k(wmB;w zk|WRGq1uh*PUK`_#}^HT31d=W>cLoYe{8XckDic}vHoMO1Al#e56E9tR|nOWrtT{0 zUlgML1FQud2;9iY>qA=e^;nxQ_{+#t7;6-GkHgDXty79nMM*>7)(}p%+3K%MFsV34 zIDIcqlb)=`@oLPa1ACaUFn3B-WcaChqAB0pn>lH`USHN}f{b$35dD%xW0Bv&h$HkG zsr!9*;Pu;2QmY1ti>Li;_##Z!)p!X83qfJpa`S5Z2)&`rkMACe@Ua+Df_Jbiqc84l z>jv;�@XjC&`40%8mA3Q>lEUZe$GR)4vS1)aG{FB&kKw4x5{!(KDhp4NV3?3B_bp(328i*cAJ-j4=iuVS z2o(n>!@Fu<>Zzw>C?^Tb%=^cdB<4X};1A+iv6az(scyTp!f%PI%5|u*q*;@yR3$ij zA`(w}5N&$hu6H>Wcc9W%1EW_e)=8~gylg7c?VYwZ61)CxRDG9iAq|qS6B9-kP zJf!eNC`4H)VM^yzqi6o;Uvs1~e;GcDL;>6WSk;_PK4YCL;6<5@)_DfVYefyk?q)cM zr-s*?#4MyMZ7w~SUSLpqf!1Skj|aJXRd6ACvqW zB;-l;i1{Y|tga;Q`K6yGE)1>gH_ptFzqc4$`w8ci_8Z{Yr~101w5s9|fPzE*mhj0QDYCckpBQH~X|ZFU5i6 z*la-%OS6i0MsJ%DmLBE3$NmA8UdT+M4_3J?D!>JOFu^A=k(!cdnXhJ!LPGtO+TOZu zk!)So4t}wkbK)*%{0=XXSr}y3;j05NKxUT%(q{=`tT`Rh66i z{klI-s{r4O+X|O1t}B_nFiy^rjodOE*VDUT$d;e}hIdNxk}9MUm}QpoiDt65~GD*=KTc%_PWMk!QUGD#L8wx1N3 z^WF4{z#xaoD!CqV3!^4rq5o3DTh37ufvo*XIqN}9zFp=mX8Gg7u(>7`!>iq*kg32e zxVN?(*(lEHoe1)!H+0p>AlkQf-Eq>KwGI;T=F?;Wbljiq71T5~{$H{-SLv&G>NuwI**`j)vLa_uf zmR^jTP>n30r?zFuxVU@0_@Oav5uU6w%NlnXEA-9(^dU`7uu1a$IfQWHk10JBX z$}osXfc*5ToRj(+vS}!>^DA(i9Rg`L_!*;_-}UMtdbW-+h&snCeh48EE0H(%{QXC$gR}#@5?iNs|Ddsd&o>P~aFMPT`>XZBMCn2Yh z{x!-!+~o8y#;mLTYFHLzW5zx|HoAeJ$BthBB=WxwV!>#0sgZzIK_X*h_agLOsw=(6Wc}ZE1eoTm3v%_sOm^ zeAHv6$ssYYQAj2jIRIVi*(+7o#OHBHg$ZIjR#Y zwUwlY&%+dId3m#{ZJp6{)!uM)M>~t=9{26%XbW0tsxZe$X(`WrOuM8-V${t9*W)k# zDivs!HB?KcTU79%!R9}?FypBa>L}rZc~&ThSmqPDpreczq!iB5T_hAp9vl$|4gNNW zwo87g*Y|=RhCwqJoVl@Ruw39&Jrl4z`HF>jQ{=neGfKiIr|!2o_ft9yoP(6k?xi>< z{eKeY%4Wg;LhL4L)vvLBb<;B6FD$zPlF9bv`~+F*r?@WLe%&Ua{OP5C39+WDXEHa} zGu<1Q@$lEf#)x{^yK0QPLn?FeUR>ZE+jQXHH}FH_(ADnm!BvhREWZR9%yVJCWox|# zMslo@r<)_QP`ZRDau(yh(}@+!L`|8uJ-<{)U;SvNiRUhVN*Si~(1PK$*|C^q-rxBu zFeY?jW!2Wkolu2Wr9s1hs0!#xpyf>}>J^nZj0VQhbCLV>H~gqhY7k)Xqi$s1iv5a_{hKiH-KLHIdzP{Tc+fz^csVfA`8A*qK|7TG#||9-xK$~RYEXAAf_ z)4t@shW93|A5p*=ti_C`DmXS}KGO9qwGbY~Pl|JJN>#tEYv7yqku-Bfr*6p!#@wn8 zsx`z9qNW`q*6iVQhI$O-8QtifboW`JU`lt(G_-0q&~N{*BxHN5#kV~@1b)J@=S0JD`l zQt4PC;C%E6v0=Q7E2ozuDQ>$q{w?}hScK^F-XF|TK` z{yZxFbSVxkq1vj7#XQn*7FWXPJp{#mECQFUWU&zAp;iR0^I-FZ8nM}HwtTjvXP;pO ze+j*B^jdZ!OGB3w0;^dP|Hv_CK#FFpA?=7X;@3sqQ*DdiRiI|odb{mkG~OJ`H)ku1 zj;TV1%9oMCxQ$kwG#Xs7up$T>3QDa6LJ19+%Su1O15Bv3{F;RZrPBL3?5A+K$Lu@# z9RKPU5?^w}ky)5I@?6Fd&#xi??#jCd5yT+?N~AL}r%lNKNcxKvWU9#`yV}N*DBhfm zYYd zAyGrw*$k@=!l zmoeoCZN-BBVd5}G^l_y1%hod}$|`|RQwP8O`GB1btPQK>D$D2NJ%;#mkTTq}-~Mt= zxp>x|dKWRUCZCtnApm;xF0?GP(tN%XypSjev4YC&+{`cCWH`@jy;(sG<7@ z<25FuY9MNs_T6nd>KL@a9DENHdM&_ZlIgUbOirP+SVSxlz?zXa#O?9X&#ML*;``tRO@w}3=~q|st1HODdKrmkGP_X`mlgd9 z;G3Jpr8qGNYq9?EIgzXp70hxBU?+ezcP+0`b2Lz_FhtHCYw-bu? z+W!t}VxGw@+z=#-6r-Jg58e(a7u#WOiNOmc_VY8*Nd=&D+7%}&9p$O3Y}XtGF0F;g z0j~q*s#>U0BxG2>4DAVa{M^jhX0oT3`!WWoPvXU@e6yxBd2L36v`a|3+hJkPMBJVc z7cwB{CZx7gp%|7chBn$9*zX-_=jHi0g88$orbvzdhHSHs9$iaVNx7hyo6}?#*o7*k zC+B3f7T~^dP3o9XAik5r;h)T?%HXp6&;a{{#+-+>%seZPLCkw~HtwRR{U8BJcq=8X z)fA%sOPaPWAH~8f$vOf6v+40#_obXnKpTF&ddf;TYY!#HZmiZZCBMpT&Q%lX$zd`7 zuVhf!JiLzd8sw`tz1qnU2J>$IKyfEw+vkeGz&RQJ!A7o}10jL9^ZJ;LqUKJE#=%tH zo-)T5PXqCat2^&%ccdJ-{Au*Dg|UogjO$E_CD;B{SNBjSKQrgg?@#_jx%sOxaJSzp zWAT0tbCme##A@!Bh?(+oeb81~!D?vQKokWNMSP&^Z82{CK=jnN;1{lLz{>)?gsYu4aF; z7vzJs;RV$G()(_@6{s`W5K{6j9?sL*B){JFDX!6m_9~9v322l4>gm5M*0mpZ|3v-jk34;*i}y92UnfsPCGcAOMTvMk2=9PwE1Kn%@8wIDkn#oE z#7h3#T-1d~Y;%R?pyqX4$pSu#Q2I{bDZ?rIsYV&ZDLKfyl9bTgk%PDYZLkF1v#PKu z1Uv^EX}9KT3*ed8I=RT81N;f=1v^eLnCC(*pC8C!NIu$k9GG?%6)sMmlQPlK$KI1kJ(#^X$NHomEcCtIQArcutFY-6 zi%Fxs85=+32W@*17aEufdHlvs&QfVc11f(XtFI<%GM#}jUtdP9A--J)DBN!w31Sug zE%>KU<7r3c_{g*yZIQYQXGKl4s~qV}=%~CxO96>8FEV|WuvKyX@fG2JbvC>C#dzBA zgm|_!0nx|^FB8j$rcQQ2wj(Y(EXFH7e9d|hlG?)`t$0CU|F)*Y!nPwQw{$LtFN4Fi zIXbXhvgW{`AZ+P$@4e zXW z0E9|no5!KIdKW>#x!X_0S6o%VMr!~utdn+%}WOKE=G(*{PnCUS5H`qS&ij9la`LR~{-V2mLJ_G$suf+B zo~a4^k9w*eU4@$3!c4v8_gtq&`45r}0@#YXG$X}-54OH$ZQeO#l23mD)^bGz55!39BYC9hW{*CA&FymFsQFf#gY#bBthB8C0@d+?*j&yeVBR&JycW* zxx>D`AqVh{zUT7#*psa1I9Xm_nZKNT_F!iap~Se%B$`R`fkU#yuKu^d7~!A)$pTPe z5Pv4{d#LQwUPD+9TGyB20}SB-VIaJHD4g>ejFJuzD<(-$SKf2CxNNYU{(9(Lj3cM_*sbZhMs8oj zT$>#m2ro?j2({~Azaj)Iri9mVd^ZjOWRz&2ChBp+;to8M3E~gbXl7lLWl)elrY0Q) zH+HB_Bk-s@dy+4#r*r@tG)3U(E}n&%8oywTY;ieH=_g_&1r8CX3Q#_!qXG4ew35Lp z0NA^+l5a2$M^XP3LCMMmSuvnWMM@}L_%^9dD%PhJidB^S%Fcy+Tv^qxa~QEc0)oI5 z4L*{b-vB3H8wFpVZW}@^cq>(EzxM)?uDL`=r#mo*1yP2>d)B^-d|)d3Q5w#O!Zvz9 zS$%1RW`Wf=$&B7wry7^M#)uN*k=NjJL?97E&*3Y?7#U?Hl9Jq~cJR1hVJps&f}IUk zmk*7=ckWOX8)3*i?@8QyQE5rpzcwN&p)I8QM{fxQb$DT>;W#-8c%2C#wDC3SeS@JY zN6u7{(ZPwp&W)s-=9Yu7_yT*9peddihhcgL9h&sJ6m0a(x2?Nf$gf+&2eyk3`7%5n zzkM+hhV|#aWST?mRCvRRr5EojN~htH#q(lcbbgy2I=M*Y2-z1&BnU|tVmm(FH=Pww zslP#6-VFlyQhWSNNV7&^*)>98HzONr=TYg_9T?9L9oo5bDV}8}a*f~}T(EM6BIlH~-gvB{G<>LghZHe&GqA2O5 zXlW&0Ma`%Sj&RzR4Jd&7!+lWV7HRJtXfxf1ajTLtennE0bAbvA@--*B#1km3fyt5GHxNgQ3mja9VCp_W_0f;TqP;LZ>^V<N zHzhi?Vv{c#k9p1Ggg(!JR%tO#CcyZbcaY~Y=>`Jydw~;_uTwS8ebcnf3Rf?bf5>!q zaNJ{uHXP*8Hx?(rsw_H!hVpkIR*M{2K1ng7em3P;Uory-!?$X$Rqi~4?y4pAtt1AU z^rb@RUBE4`is-%;G1*{kKMkc&kWJFqdkB{M7 zaY|{LF0_r)XhvO(5u0+^MAGc7%2E^Xu+3f4AhBM*y2?cowbb$aq2rYM4C_NCXL%Tb z*IuM|s50QDY)`s$fV$6kZHTwe&tw zDcjXri+RY-8VF!WK?N9o(s#4aAX=V~)7RHe#5~}0>r!P|whTT!dfT*R(QQCOa7KUs zCxW^NT5NI1516y@(uDkB~^a9o2zxV9Zc*c2m8xR06Ya@C< ze|ZZ#^W$Y595n1yzx9t@8|E|TGQInvs-Gtf+|+FyVEBcUi)=JUcdr`%N$>+b9korf zGf=V1t)%N@1 zbGgwQH&d3n8bF5MmfN_5t1O%v*$LyksrHH%fo6Q+AXW(`kP+%*W4_#V+~|8O_33__ z@`720*w~N!{5Im#^3@$BoCweBtTGhti?1@0=zO{DCo`YSNC)Q&L+ja@NvoQT$GqNP z^z#c#?Bf2%xaax4YmS~>_0S0U&8(RuFkL%3R1hG(p59!3PAcfO0;$3pq9n3Uy7zOv zmoR2$s%GE1Yw$(k%b59etbG|_C*9Xv8OZI7P}y#Iu)DY`J7>Ae{`?nhez7DCYUScN z48ZVCE2E%XYQNy5`2l)&M?GbGB0)_@$7cW|<2%fc{Qro0%dn`zuKjyvXrxOJkQzW5 zK}xzAKtkzmkWOhBLb@AC5u_P9q@@IbA*8#TA%}*S=YF31{U68mVSn8p_S)+@*LnWd zhBs=8ueZQ=1Mvm%$?}D5kqE=7A@z?z4r8W~o?|_4-Edd)$@uEd>-%qAD5};(?=p3+7MtG<|;~)L?xBQ5lwTAF;h3?BDKZE zT>^wuQ9%7;Y=yJdFWL2O0Qpaj`ueJu(U&5hYDtwFi-t9j@609EBs7f)oUJwJg7+&M znG1GQ@jB8qzJwThsG5j-F=fz8SV)CNnrmIw&0nU<4PH798X%inf4=k@=+(aOC}%{@ zGX4~jt~=sS{|>gmA|n}S>Cna|-#9S)z!$-XesVgNKsrjduBK8ZFFR%6Sz3cl#hW-V z^itu1%VJ6>c@&^%>x%!%(_7FuDUb3>zt%F?r;@uGekhBU{-dbtrUH3~9;`XqQKLD+ z{Givok?A{#peRhI;PC$@J`37CmQ4qfGkMzxv=uoIbbHSiLR%2$LZZwk*(?Hse5uGV zo}LQ(;t#90&733clq;QS5{*N@s~O_E=ZnhIfUi;5QXG#om7Tc3m zl5Ec>o&K?ikiL?hT@$fz@#~2L@%Br5emGWb#hLT|Mr(DQ5W9Rar2P zD?zLNjc}ESWiBi~BZA^?95Pmv0UnIsQw&ebnsYR?##1yFHH3!Ard=~A`(KeuyTLp) zbzsCSgNhbY?Ulmg;Zt79QlF6CF@U`wVPJW(rtThIl9!GCBpC!yA+39}pGCdbyO4Mn zJW(uZ{hRY`xk!8l2BsXG58JV;qsmcb)>k@NQE4Uj z)M|886%-gRFP|;TV^yoo_cvY?co>$U(h2@5hOflWN8D4%du}FO4UC}6F@(N=7GvSL zWWOTaSNHRGg0Fk?_q`u%k24akVE@@$qo5TVFP!)l3M2q%eCrIb#R8iET>JC>qWO5u z)fki=O*VJE&Bw^c522k;?~;xT0VgFyemL=?_473O^hN=q{W*bEtaB=$vBDe3R)D7i z6B6T6;<4)7=(sX6Z5|NWMgL9W{B38Xk~G8%^n2mlob1U~Xy$#82_vK`1=m({Dn_UR3{rMM_ue=$>3=qjJ^MNhGyv}=Z~LsIw*f&;5u_1+{G{B5v(enrhpiS8FjzbPVB1Lq5SgoMU`rQXB?P* z@QYK+vZm<6@29fCyLkLuxB5(pJ00;5IK5=WYh9W3vG>GC_~fm=HWXpaGDDPS-Ztv| zQ4|a>Oe}15B%JV#n;8rYb2^c~c{_R9$+_5z?eky0`XdZ{9*XGzGo2RYp<@ z-Q|%iyvkWRjRfqohg|oESEDHzy_k}Qsd#{G5`*PPY;=aQM0*|L3>IDiyn&6w{Or`e z6chQ=jtX3D>k!bYkQyHMG0P>C^!UiWQA+aH;j78AoRgmKgkDUk!} zG~L`wcp~QL57HIMG0nU1uA{fY6 zeIR0PtcyN|8Wjq>N=pbT3_Xhy+7Xdu`~ome;SCe;y11Lc#Ip7r-t#gtTtf#tZ;VSP zX&#P0`LwF-1x(g|NS&28HrK=pauJRMdO9nzDMitbkKu{F&N_pBF;*KQs1?{WQ1|at z%KUXV67YE42K(Dq=!fjukUn`>{KOr2{Dxq^RKHf7(HX9cEp+nmPpzY*9g@6kV1tJsbiQkGts0dfjfPG!RBY`2eXnE+(k|wDUTW(m@ z)pt{3uTNK;I$1h8pW|8~YeIoBvz-#xD8NUrOSR72q{iZI)Xm)7Py0gg3{!@jEY$#s zQoVPQ^i_KYY==P-`7fS!mY6ZG!AU*!rHt72LV%`%-!khS)w;@vh^xmyq zPyC1AK^C|nO{2kM?i0Q^+p)mmTF1-BLv^0%J?+|f5AENU2lT*>-50>?%XinQ5??X$ z#fmLpXI1~GemuO?9B|pD=zw}8W`AC5GE!d}fJgAsN&GrDMRR|J>I2%~jgVQZ!xEbm z5GeKuU%mN9c_JE@eE`mRez&{S84EI*c(-%DUsnPWC7g#&w<`KtClGNBMQ!>_oU>oSJ6YOK;k{EX^tP<$$Kue7nuUMcFt(AW}L!Gem;iy=U zSYM7pmOxXp1pB9~@XO$^?BboeL3i;0;N#8{LALc>P!r`oLO^P0h%c`Kp;J569%CMSTDD6mqc$U2o$+ZGs86PjY zGRr+**0sVV=ieLMWd0!+#oN4u1jW!Z@5Xel;Y5t4GcuV6&T@C{eWf!0vP2+PA^yF?=csxjXMR zOhCUT)m*m9SpXnF(x!w|7a!VsSgI`Al%6W?MvRa!Ue8R^`mdzkFna;%PLvCiI*xCf zbE)tv5i|UQi0OCK={wmF1a1gPOQzdVgulX+7||;)soJF6sAQKfg;Io(a*RtbQm1Hl zb{$36`b?YPiN{4KuKoX-&b{KFwEkP0|Kdn$yo(Hr=E%Ix_|&tu%*ODqhG&hBoWR-@ zo{Z)=Kd2iV1dSP`70j9R)OLOnp(nPs=uw4z;oo(wE!VD$&D2tHHV2v*68 za*A{tTHjUYmyfQ$hq{0yP{+oVc);73_f=D=XL&SQkgt~1BGus{ojWf4`R3CT+Bo}9 zNYB{Za~LrUMWJ7S-e$7GJySOl`8QsK&a_SZ1l zQwzcY2`oW(H)}%0gy5Xw)u;QWpp8GY&D+B6^Yp-qeD)#^l36`_Z?BP?x9|7hn=Y3% z>6om#RJ){$1EMv*oGd5e9~R1gEAuBn0 zdT48j*1HAP*pv6_n|i?r@e;w#pArP2*i0xhL?Xp$W+7!8>Bj5|B)nw1hX_R5U zpPpAt^#TF&naV`5-3YrA2=Rq}ir(<14AfQc0juS>N*P>+9e1i{k)zOI%jm11z!SZR z6GS{Zptw*8`h!VpMP)SQ_D%D;Wb-3X;AsSUu^a!EtaS=>8LlE83+K+1)e(NHYgWmZ@C%u~3Lgo`NjzAn|92fRK zVd4T~jPsknq$>+U;cMIuE4R<@;OpJE?JhKJb76^`M)#dM;(=^cv^{Nk8R?zV z5*13{7Q`@&)?HBnL#w@mRrkF9u>JqbBiYzEkqIt=_W&qu@aG{;xqM!zsZAE!TZQYl~AH0 zWk|Es0s_-*EL(3-ATp>r8(F_Mcy5=;gjkECG;0S;i{`(!jlwZpje#fCK?7@oaCA6p zF%*5qjHVC&ox}1aqb$j)_n)0+Euw#Cw^DCuv6f+Vg~7AVy?HaJ9i8tYiNP-iT6pD> z;_NX@QADUIBbksNuIn#|zwlKh+|zK=2&&|h;7|cux4p#(SN8;|jE#QRn->j)vvK2h~vZ;9aAH3XvN>&IXYJ(b>EXpxm6F=*-jyaILH#90tWmo@|-498SBVH!KW_5*j1WL3-c3*?0WoD&x^X)GF!R^I#(J`5LZQpX(` z8Ri$O7kl?)VArDbf?MF_^GvIs{EPOI9>k0;vdZA=Jx=~k4l)vc{PcliA5P=P1FM_< zzjUYO|4VoJu4m^rG9+KHCRBJ8;#k&6s83;zZbE85u~;8dI`^Pr0(~|hY z#}IOH?W-LEdQ<&1GBm=@@q4!tZf!)!!x0)z6eiEg!W7y>%!Z}%H*08WBxlm=KdjGe z_!;3U6MAmqv0#O+Yij@k094 zzo`>2Xfq|)TAU8{-S^m~D#O(TXUlak$=)fr6ElzaOXu5IeZ2UV(q%_Lz1rYz*&+>k zCy!!nAg|rnOs;GB2g8}_6i0g~p1A%KntLybhc9*3Csusj$j#U2ldi2ir=+RK)A=eL ziOY~|UDBR?9NJWhT2*$Sx}uL98HzHG=L63~QH@(vFymZK>}|J*wZ7{n@)R_2DCRJf zx!=0ke9|ovA(CP0-m;Wq{Hopo*y*gWP|2@6T)+u8?^>)*lV7>$;i0ere4`y0P|WIa zD~SveFBh|4jpxV0P*_O(!XR`dmM z4EVO4+J`hhrXtzl0>irx0nenT-=%EGADCfb8b^O*1jb})1@Uin50lD-PgMj~3P%5? zIHUu+CISmq>e^S5aMar?+9l_xy;?LOlTJJuABC6yYJomS-v|7}a$T`MqERpq4LFNG zFq$wfoW~b0wlFug>GdI-U8h>|H?qIdx26DS&5d7qO?aX`1pB4c-oU?^kodrkkb|OS zj!VHYf*NZbJ~T?@mbifUPbV7;%Z8*YCWoFFU8q>Ui=9Y%BXh;ij}~XEGAE8D&05O^ zTuOXy_W4@H2V~n`*RQK(XJ-9)WbL7z0p)5#gA)?EuJ*X~CC7%+Ul*G*4F;Ji<*|u& zqJCis;@CSwlVmg!hRucyjCWwnME>OZ5R8&nj|t~0ZG80|=OsLC2qG*wb<=6k8Z*%6 z2}tgMz&;1>CW(d&_OZH{=`(!VantOFEe{ZU?o|mpjgVpyUY6}JZYXMfT zJ=WAges&zw+4e29B5w1w_gz(GZbR~JOFW!`DYXXhFq~(s?cmDa*)&4|=)B{(!_;Rw z0ppI#d#9d0N2gB$Il2eTR~aDT+%l<(gdjbwysHs9R&txOfR(J5?>EVmkGUqeM1`iw;835npk9f^(D3 zObip7(=I%=J&DK-Dbz}6w@QFnT$>j!cn)x>G7n3{!nFaL$WPfswO2V*R4naH%(sib zU?&71zfAC;xKQzZc4n#_<4UUWd({8&PpmxBYv!Ol$pa$%>#8p&)&2;Jl;MX~Rj7G7FPZ^EcT5_;B(GJp z6Vn@)Y3CGy!l|Cgc!-j7o?(YI8ysLBFQ*}ewF}Oh@h!wesXgM*x~nuyb8Ynpr0y2r zaODw0fCe;dMLD{pLt^o{PA7TElY#4)S#ecz$sN{4j7Pi)V3eilgzdUKKwPXsvZlZ= zdTciH@mD_Tne??=y%TR3-cph6Uv!08FC~+xbBVj@$aN-{SV=x?lc=J9UjUSBzB+hJ zIMFFCfnxM?6Tgq|sAeUV_4@dSz(MF;O~dtr$XKVFhQ0v4^RE|`P*x~E6EDu9A#YPdgcxPf|Ks?AGFE73^S3zT)= zw#QNba%@^Qyqpz|kEpmE;i;kaFQjQo>}imST^-uUA6v^Mh+)LUxTcYtA|gi|z`p19 zU=P1Ve9qeQ+_Hnjq<}qTl!BkXChy`*K@E*myIK7~1fu=-&M9lTV(;5(TH6de(<)#c z3a587eI8Bnz0HYPiMffCy%`5e?{BM;uI~g4Q0hF*b9#dpbh^|I&V^OQS4~$}!it(8 z`MYT&lOOqis+R-G%l_S<+NWMB+;wBD-Q&HsYQW)U8K~qq8qNr649QdPVx3=3^y=la z+1=r`h6y809_GXzGdGSY8!xycMe55nJ!0#N8D-f5b@qqOD~rY!2G)#BQ^nz5I$TLx zBYL{2Tu? z8SVUsP5;AC#{AB5h!Tv~Y`K&l6_dSj^$e_6|DFUMvy{fmzl1ff`BupoYwyZAkipLg z^c_rIiD<0HxJt5KR4nKcT=z5L zy-&>I;;h^zE$n3KIJ-s75*@Nuw3j>G&aK1#(A`OS`T375P2=yl&kA|52oa!4t z6QS-Tmzh}d;v<^5A%-9Gs8=4`vR+n^E|)8oaJp31eMNnEbKD>#oypmP#l`!G%v#$Z zy1#wFt#LZ*`U-G+U%8Qik3ajQ$dl`xytU5Q;h%ER@%f5AkT^hk`qz_ts=v((i*gmj zIs71bpV~tUavOK&|3Gyxfq(t|%^4 zMk!Y7gSFxgdGSs`q1#igewfn#gke*QWdSY!cD&4L zD)c?mUo6p&0KLen5{h5er z_Xa571*~tz-4s9f2r&d*+?Y1)zri@!_{HQdjK8_8!*gzz_#l)|Fu zOlYQg1s^3q4Y%W`H8}HNWSJjK*Cy8_tRr+~C#47-3`Cz>TtQRzE=A`K;+GSFsr(~I zutck|jvt_%$(Hv!p3zp!VIvUTPuA&<+8qbJxO9!vV4(?74Vmn-9 z=%PD$wBqC8)Hkem?ufoc^C9nHY;z~wjS^Pel*^5O?>#dLt)x;uF3`oc4kBsdco(8i zyhHsL*gh26XFE0ul=)IW{@Z`+ZQ&cqM_R#zx^95NuO=hK>Xlln5TMGWVQgu`bX#Ka zNtC7??nfHVtZtXK`GpA8Ksr&1TF`9V8~OO~rXi?mnkU*{n26wMwBrP9@%1Ad-O;wb z_2#-yX(HnwPSZ{1TYr$^W8KGc4NtI-=4d5RE`MI2cwF-g+k){h1;Q8nX60c_J%9kJ z&$U#oUh_racx`T~_M7+ZR>yZ&xMR88atITxf^eVh){gAQKUFdp?-`Q*#Yy)_1RA6J zi*U#3=%=*3w6t_METVg1t9q?BZmp#t$d|#zjv<409R+Uj1{XMd<=`e35o1r~RP#-= z#v$O3kVua}BWH4WdPybrtYlfDd?f&nZQ+a!8qP^s=vOZ4r-HBAL?cN zQ4{#h9mFf5ln^(!UgWv@ur6L7G!B&($0I zyh@2SMxDCOl}30ZJnBve-fT3#*77b=YQe`9u;-K<(-y)UBYA^E!TjfFt-Wj3kC&$F zIn#Qfzshazzz@F7O1{ADZ7C0*F+oXEa79(t zlJC=1tFdRTXR9HFy8y~FdKT*K4*zqAJS5Q%W%`&(h%>QAW5xZ9p1p3kzhyKsY)^pf z{S9KpkiYET_A~Vx)fbcR4U82t*LYvP`ihWC_tIl1ic!dk5m4ds zR{JVqT27;3p1~mxaOJ=hoBRvG|1Dk-a};272ggVn}}@Wr_xI2g$lj7eaDtqf4{Rezx%1Z5$|VMgi6gZC zy1UJ>awWoeuH^2GsfvvdJg!9Ga91GS7og4O#l~ycAEg(vYT?~_RFPn?*d$@PU zQ?99!R3MIO?OWhD<;lY2iMCdQOfVXt!$|qUi|0s$vR`J%gF5S~a9SZ-9Ixkq6ss8k z9A%RTwX(tB8T&BE1@t+%KANlXz*=P)&FUJ(;r`IJKO%|N3IEfZ7yP>3H~H zG#Ifgn)o)=Ujk)znU9gX7-S41n}{{?-eqoDG(L|4jxs)F!xQZkM`8ZjB6x`MzsrGU zhcCC`R&gK$00g9LPDGUG?wuSu=7Dtxh?91jdP;*gCv6_$vsDru9a6VxwE(8bzI*g| z)o_)HhisH6;#Li8G;0?(ZX3RmDNq!G`f5GI(7wO00y_T_ic>d1CDya+`*Xe*d3;Wk ze!9F)4s?8ww2Y}3W!>{23aJ9v>ctm^-8{?-e3&3mgP<{iXFsl8F`t|ln=UlyQMGjw zxGYE|fP>D-+W#^LwO(Rnp||7gYynJHo^3lngmDv5Gr#k&S&?CB%X3`3%HTrzxh0m! zkD2(+;8+!zWeAW5-M$Cb&tj}+LTG6Y9S#Nqo|F+NaQQZI6}4jUHEOS0RxYXtV+2hr zI$iNC4vL28n*|%z1lp#N>d)pHpf(JG1{ZM$V)OdLAG%-a0RG2Y;O&c_Eyv4d1pgw9 zr|vsYfVW-TK!YDe!C$qZ>FOG6zJ9qzbkCy^-Uvb6px2@nbBa}*R{Q%1=A*0^%|@<5h{+;_FsNA&Pn`>H}`?e;noA6PNjTa|5$8s;fEAlWWJXf+~);+0sD=QZLjDem9K_Ik^}^Jj_;@NP-V$!hQ&Me_nV&P9^CKyti(2 z)nx+&H9Nr+^@L46f7TwbnKfUri1#Vu9oa*b#}xNemAhLu3#_a1k=OVW?kX`HUCF|U zjzxqDU~TI?xQ`Pu{9;fHFnyW}fV#r5=J%f&GKVh7W$_K&wk8gGD3pR$?HfXp$;>neo z(hdHWRAb>$IM#>crfGD2AA)Lw!Y9b#KN2Gtnyb<}C*fPxL7<6tCzovVl*M9tJ#)?P zvJtzqtb>XO9vnPqX5X<`_GYnUfjdw2!v5P{NR6+5hX=E*EkRj}Kmv(kp7X(d2cQ&W zVusT{gKS4eRJJ<(;EVt^_9bq=MPvlul#!?9(NUz^z8B5C)X<7XFF;&U2rr7|c|fhc54W!b{XM_bO@kaCQ2o(whX zr(}U^;3jrfp%(buVX_43DHZn0S>(E<`c!%h-@@4Kvr0ky+>3lOATR5;-O3NW-q_pr zSIbKpYnbBS9O#jTE>xt5%gW=}zSnMtVbsJUB>wfC&z$p^ZUrlYC|LTAv7X(oojwqY zc2R^0cQUq=y8W{pS556Y%A;iB8}8NC0)Xl7D}3OG>N<6Boav3z^-pvI=O-DF>@#?1 zB+>wPDr>#K@XC zZF|~er5l7aXsUp&3f1uh;Aws3Az+~0iUjn(a>M4vY5!z3yua8POQC6~tTo(1MU(&0 znyFiNt4_5Mv9BjMh}Y zi?w`nY#L2GuL~iL7B4;KtNBLVOwe*;nl(+Zn9~UO`<%xuQZ~9P>74qFTICN31talJ zc>*jdNzGVt13aqK2zrUX2Y`Ft6me1oCRXkIneJaW+6N+O&_vgEWh0(J2*CV9RY#9W zQCB;NCF##ND0qrCh2Gw*<+Uh8V~}5qia<@kkaZR<;b&%s>57LU8na2HLPdTV1+B#M z-RD#LE8;NAT+M}WfBY;^nw~5=A2z+*+%?*2yv_oEb)GWfZNs6{(X16^v&I z@j7fwz&2YJ2q`chHgb5eY_UltTOss}Q&jG0X7@?HgS%C`4klOeKmWoZ6P}11h%03I zZqIk%^Rp~7Y5B`Tm*&~R%_xkWOv`qCPTm7~83rOmI+V60lqD62qGY_QlHoG(${}{e zY;0dT3=Y1NR(OfATYCxO5lU}VbE0z=DeeU(%ybXkef$^UtI}ns{>-JNTZl$YU{W_d zx@+rm^Wma>QQ|g~M(wvmh3Q1CWc)`jJku{cHKkrAZ(4A>{gwk+zkLoXEahMgBJ+I> z*>>O+i3i0Cy*YK#gKoyyx@ZxRscFJ35SpYalxbf+)6o*L@6?&WT!XPvZj7+Rp;r@^ z{vUp;=xGgC&v@Ko)Y&gM7$2hTDoH0OlIfb9f-C#ZGf>7-(N57rXw&0MHU+xB2>#ki zb?4A415{%T2RWjAngVvmo?X`T>uDYkQe_a6yGb=gR=)W5?kcvoyuRr*hl>wn-4*}L zf6^8qpp-zOvz`4pDAA0(Sc6`K_3yXlLLN3$U??bzcxEv^aWNTkJ5e3DXUpZfB2n7% zuLGjr{N{n3Rs14ZsVIzA_2xT*TW4I!d9bTJCgH2>RL7z{^D1)7NQ{t;*U7~DO1om{TGK)bN>sr-*FBy3~UhgEmIH?kiI)LcSfJwCC%wJKnV zrcu-QSSiVpy9bM)3WbErl@ghhRc}@wdkvu@&UaWH3ROKB>B;(}L(93P?ghj++#BSF>Cjz34W` z|H5`n!}dezKE{0H+1zfOaH&s&i>Y?Q^pZZ#@fP6mjt1SWo)RuE{Ue&hZJycj+W7R& zQzG*%&eg=wSK2F%{D`@mxxPexHJ6&lTr`rKM$4T3mvDB!H^%OnKSPmjc#9P+Q!09a zFa(aBmJC#Y#w^A8DF%N1KPS-L4{-56k6xXUgC5ncoJK}Tj1q!f?tTu5n$cI@tJ;w~ z?@t(#R5`L8FrJaKpOmxHeV#6^ll1e8x}acZMJth2z#)l*93V4HdD@_^OwkmLU4k`J z6GEvAa=)6U*xYI16rIe}F(J^F_$4DXhqCDKqh7%B<3T|CU+xN`+VX6}=Zk+Eg-E4j z`c%6J60=(UN^|`UUhRyBZ-TxFX#L7ghEWP5H+=PK1+`Q30av-iMCkF`8$Dy*)D%Lu z{K+S+NC)(lil1enHm?~tU5=hcy<-*7YhNxz>G4vufjaRv^%ygi4f-`#C7m_cI*hI< ztHCIL1glOPV!ohlfC>q5?wj(i0=NG}fkK1PP6T!aHe!hp_i7dGB07{y9p|KNt z1#afAMoX4y>Lh-W0?a7G>4p9BlpcNKd*5N;qoMmtj{IO;}Zejguod?8%CV`qJ*I@0%Qq=8%4%yVrvpZSX>!XUP$x`2*>Dk{Jp+ z>3=ijvV1+L?AznszbtzB0ZVN|8CQIWc$sos+4&`^^{a41xDfYflwu*td${&>O}46f zI(B*hOxhY>N^6NiB2y31!m(@9)GiOIx1fwj9d1PS276LI69HAvP_kM?J zc0m6~xBLl{ea0HQL>s27VH~9rfqUp*fUvaAm>u>1`f;do^KOL1yuY=_%0QC5c1e6z z?}iVRx0K!7)Yu+Sd%oDiZ0x6XD}^OC0mFR?Rm2f`N;_c2OgsprOHORANt&3TvE@Th zYZ(1uSOY|C774q^DhAIZ1Q07($~Y(AUJj&PaqL7Daka;l;?18-HDK@-&BMyO)NXw) zm7jSM^`fUSX*ywf6x!h`Rl@Bz{Kmy=PY*Q5J@yMk(I#}{9M~^c{0n36EDj?ZW-1W4 zog4tMANVQ-<_wX}m+9pXvbRfGh0#-7`uJ?gM^B6#Q)ub1|R5oTUP3WPePxtq9+K%OS8L{;oh@SsNWc#p)oYeu-d=v%g-iK@v z=!s#Eze|G<+P69VIRfTHolSb2K);ruzZ+=xe%QzlW0Z{3>TWcS*34cxq~#~ne#^MB zx9h$-mdCzVP06=%{lkf!GmCBhd$;`M?PeU@I-LmNYq$aV1!0vy#JGq|B5?cv;Ypw8n0gt(=lj9fLbI*jr?E}lXE*@7UTA#+%X>7ATsn@oUT-F`5!o*?Rfugw1Ncy z#m$by204aS)aKt-+Wjf3ln`TtWY(h>gy*-!WWwkM3mLa~ zjbY86AVdo#(e($^LraHKZ|0v~QPP^#p8`%}naGp#bN>-$=qbvA0=Vo;p$xNe3RPZt z!hvzh2?~EsdDs4gMwk7Sq_-c}Yw0qYjF~MTs>_9ArxBN^@Icy@pVfuXTGE9}toZi`Il&r5P9C~hfo^zSS3Hf%W=ntIiS&bfn0L}A znYSuEBBbw`s_c$lIL-;Dhvw2VdacVdQ$e#eAtFEgQSSy(5}~n|3q5#OCA%J%(6Z~? zebKqPTkFzI6*Wu=(Z3%x0j$7LM1!*8tNwop8Ba2YWiO%l)rK?m;6C-?YGi{kf z%2g?6)m1?-1l=aM)JV_w-AJzo#5sK>By;H3(~~q9Qdy z2tO^9TN0WI28PC1)t}Jb1Tl0IESL8+PK&3_U@Odv9Gf2I*j1mMzE4{V%+fng;IH#2 zG{eM5F0Pr+k&PQ0=oUY-PpnZZa&pwe}i%ffx!q zmtV2Fh9(mx(_^g*FIc4kI`;~Liq0}$ZS)u=9SaxZ3E;dlPy!9Tt1h&Qa76lo9H2-7 zKV273f_174v+9IAsaFYECJXI5cw_QrI=h7kBWSu4a`==ftw504mToUQ3Ho3S-x2;U zI}w)+$>sOy;T3I}4HrFm!q3A;Dz$6YB|(2f!LjW3YniuINrP%WT+^|9B0(Uf4TxPQQnCTCn_1jF|S*Q5I^ z%TTa1SaPGHSN3MBTo1i){u~p>_d@zWF@+dKQU3F%8rWdPD6~91n@4Qjs*Sf-`cCh*us6 zQS{*+*<;HZ&$j~oXa?+G0JXUAeYRbxFI#>)hCq=~4K~XJ@T;|Bl=dE*io>v#*7J7; z(x)?AJqP>OM?jG;WcCVgfUj7|6S8od1b?#62zJtqOC{AnL>BreNk*%#(UglY-yr*Z z=b_-aGtZOey}ZD4pf~$n6OD9kPgDCvo@IotM*cbHv(WgT^R)l}7eZ;Cy|y7U*aK1z z^_b#bQDagL6vb9d-91?mN2H&tgJqXUiD>prW;FB%U329eH zp`TZq$n%HGEu#DsX5Vm0mOY_z#ogHlvDg;WUcD>5jEKFi8aqYf_-GrjQ@urWVm%%psKs9=t=_xnFkMqg=mfoaG3O8*ol7$3Lqe9p?3!lJLw^Cq2;9h7m> zlD|XBfOUVE*@V6~`AVT~=i?ns@&(c0|3&2^ZhX~_LTNS{_+lSM=k=_O^}t{W8S;r7 zRu|k(J;0j*^VCg`1@FV$W>ZU^L9m@{3G2xK*I+=ZGPbXAH^BA%v&y)BSvDk6HK}Pf z-)-{bh)A@t8P}iLdJM9Igx}9ePdWSJny3tyX7mu3JF@vx5AX5@C{6U`N@INlNkhz{ z3XS7?iIR&a3ZxX-5#g$}3O2p>CYoe-Pv5YOto@%FDPG5?fD$ zC;gVQn;TV<9qhJtwbmvwIqX)5>l;r&Vx^8*Jx+$%VT22}27DXZVa2)?{laWzF#fVJ zk~wX_CS!iA!W5?uW}HMzkv#N4>U9I~717mBIZ^tKW*I2~hMX{g>*7V}{wtf-fO}`- zptAR2fW8f?4?!@PPrqnxcmyKSQP>Qof1fzb?h}#bFnc?Z$CH$PQ98?HW_LJac-3|F z-by&LB5vrB)^uz@*LQVPRw@^;R+H|&+gkd{nV>#nvS^!Y`EKcCmKpmqy8C~<07k{8 z$uIP?_QZ{5mb4&E`*!#%zQ`X$rR_JlE{13%$dQMs&%|z+hxXS;))?PI!sSma5?Z> z=J(5aF?p)`+N!G!`k{S&Y%paU_NX^Vm*&uWyB*s6R%=D=H%**Q645`&*?Hvr3b6Z} z5H5On*YQ$!Nlh#o{v*om1r%E|BmvIcRfP^)ME{LMf%iBYDwuEpYa&vW3(}@$Sx4ZP zdbiQ%4+H8obFTwLfil6n1LncKkRS0xZ@<`u4VYeUXrHIK`o5X`3d2kWzxw2u?Ut-4 z-S#L9S@j2S&MVyF!v6Y;&QCg=&qkar?d+WgZNlhx#;x)AG9Wy`fcCYS7D=-a+rHb-}<1=8c?ygR3dt#C%9V6?ISS%m;OmH3eNO`i- zx;ij^;%7hW8Lxg-sgQi|h&z6$#L3P41*qo4y=JGa6Z`t<+tcFrv3tr$Q*b~{z8slr z9m+X{aG&pt*bX3jwhnqv&v}XWQ_$>z8H=x~D3LY>F)bEf4|qb<1qe;w{of3U;%WB3 z)m)1~QU)0vWg*14+cwdaV}Lxd3{HIfo{909b7~i$Gboe9{x^!d=jlqj@1VXUK>ETI z$9h(TqQfE0KV(lMd1TZCUd@Cdk~xrfS$}W1I+(Hi(9oigW@sJq?k|{^9_yDAT{$`6 z4RN<^1vkg%R$w<19@tnLl5S`X#mA-^e>vqV(xJMiX~)@l%!;bK>nqD7Sv2rn*OH&9 zTR#v%Dg#6hbO5Fgm~fLo)N24-imxxc$q!G=sr-A41M0y-7l7jFV`zD15 z!}PWHxC6&Ljv`GUx@_?3L~qjIz~NVauj#E{QBzNNJv`k85b7i|D2T(uhp4ctOYyAS z`z(zoNOOD>c+u!xaI=g1w8a%B-a%F2mvj0IY}suj@WpJLXdDLOL@sAL)3!NT;)~W$ z?7zZnz+=0NqJe)qAHgv;7VB&p!8dsWafFGr5{Cg$C9=}f06IvSY;})!cE@-~oZ%s_ z?tlnw9=VV6cQ_pb+1#45LW)GfNdo%dG@)8gkBZ3-T}^$C{2bea0H}tmpek~$yge4~ zjF*2oFQ7MjWj_NHhdH1Weg<8B0-6`m*mPdI`M<=Hp@$;(Sq7st`ec#;$!Uv2WN?M_ zhOGASqUrb$fiUxP{JPFUW@dd5IXENX4T-0Cw^hjB#zuh2%wuZqCSI$oa4~`>1lt+s zMbh&|&Let!fbWdoibnTAQc>;D&SVE=BhwfiXXFx8KB1RtmxG(3Jh1Kz9$)7)mE}_A z)liHbAO;z7*7xX03pIy^*L#?g5p+6)af&@%0W2}!!>iR_ZQ?$SHUtV_LjlhAoC_jT z-HEC060X2VhF1qeQz7f?G9dOBCO>_PxSK?(5(!DeK13xz)Y$RPD?8g@b)JK7ty)8L z;X8sQZ5um&0YEd9b-ik|FYo@ca*Yy>PLd(L4LBU)-kA``28MxY<%ive1+$d_ zH|ol+km(cMSt&3O3+@>2t~4I+^xjSQ26cd|zF{>Qe%fPZ`xv`&_L^a9|AQ3E_Hwuv z<4>L5_uzlz31>ZrbHhS>405`RY4FJ>>KC+J5?UFq0X);Qp0Hn6ID$?bvP_p$(xmzEt0-6M>N_a_tA~3oNh~lq#C8_}LSw zU_Jv~82U-V-r~UAf*axjkv0;nNe#zPezgt?QW>gV3sPj+JGH_PdTg1Pv9=|g!J(Fo z!F6d2tjtxPvR8dKHG!8p^N^O5jyvux{F(Q@RAe6yi9$aF&!D+8MWCPBu6-T@x|8!? zwkyR}YW_xIl&FxRe||LZcR0Dl-I+TxauyeGYn2Q(CFDzJZ)M!zYCMy?7(hy{zqH)g zNzji$a)y|=-{wl6%yfdpU%zIvyM~gX3Ih_DMm6Mm5Aa7Gl&2zvi0phbOornIq|ZCl zTlTKMV;R);We`K7t~u5NP;q7%@C&q#PLnKTL7_K#t97cKwrMK{g}@aA;Az1FG9P`; zs+PSFQln>#V-A|x>h%d}lFEl8Z*6xA2*a2B5#s)f$X2~pt1ff5)!PHqe@p>pJubZs zT(-@j$-{uPthg z6rc#$FS|9C7KY7)7n?5erj*Ws)(O z30Zp15|5zp-Y#dAU6MJHTn$$?(s$G*+Uy9XPb1j1;GCkNvYCxk5EEcvgL#!n0-=Bc zC}F>}-6rtiD&PfqOCGm*U6}R!o^VsWsu!>Z5=p7LC>^F5i(F4xJ;f=2KRfn8!PErT zMs;aDk1qOtlD|4_Rg-6$Nh z!T6Y~>~zxGmDlNaMz{QKlIE)`gCVT4tFiToZm(?xj{Hy^Fl<-8ayN}SZ~AkZ6qAP9 z5tomsHcJJFijMQ&W1QZ6DiKPcCtMxNRAi(s7ajmAIrTlXq3^(?7P{MocXkK1(c?q) zNw86fw(L|!Q z3X#C#FNxhk3kb8h%Im_v;vM&7DEs?9Q})M#<=4iSTmTqLZuz5t#@@xIUCWeKB;VNa zRECztirQakpYx*ylrMX3@nf_nh>j3{Wy6p@mubEPkM%F_Mo=B^ElpcYgmcO?>mui8 zl3C0D#G9b%V3r;8DlrfIEu+to{tapD_@YcTf=K{VRpF`&K;+w-10n6x8j>p+6hl8)BWp~(rhR%eaQr~aeuUP@}21RCA8w+0!_)F7@VigyqJs$UviuFDuUzVxf zq_}_Ucr9c1ag9%6<3HD9{3&o;@;|q>=%_cKC`OB)&WpTkQ7EJK*-gRSpMmNLkF_Dx z^#v}M!X%$r^NY1ui->>QYdFNO8vljie6rlaFjHmaEOAZkei1$za^4oA^hc{-ohU3o z@2YgD2E4QHw&KlW$Mfh+N@Wl9SZ2Wv`SoMG9t zfxBl)bc~whH3x8DrNMgO>Fca3<&zDz>qGgjXK~El$=i%=!`v0GjC-f8ghS_Y^w^|A z;Y#_usTveLbcb1;pU*%*N*E7F%X0P`HJctw%7tN{yfjjs?sNvW+*69JRhcG#{~CjW z!x_8L!F|({ojfg(Tf*e+JTU4`=?jS?Cw>LoBT+p7$VqH)OJtLm+_h<*5PJj?Dn$*B z%sALk;h-)nmK>*K0TWKDu6Desw;}tcKNc@!-;a{6qTjw$ji}{B$f@Qg1W_pT30Iue zTk0hzAGNCpT-C}$V1LBD(6V<_is$ge+&Z06DK`zO9^M#NwValYg^Az#^z9prIHlT8 zSAGufW{f7<8_K44wQnTSe20R8#d=_?V!1S(5--&G5YVSBjTUHzQXGU2 zpUjbx74@nIn{efnhKR8`;aj8Iyn`~}k$W=|!zepy7Jf)!RA}gk2Nw}7`lzt$CP;g9 zl-Q!3O(!c{;u$M@eIET$PZ9n=nc$RAjwSMyCOSeEdcxN5C72@}KEag`%ff-e6|t-L5!x zRlMHB;7u%#?~3M<6dh?ii|<&p*}GJ|g?)2dU-D=_47kYykVZz`D??;B98e2Nvsj5I zDnj@6J}Hj$SV_Uaydq?IdA0%$%Spzj5*tbfA9y|&Nq^MjJ;=$NM)MGC*;OG;Y!K7mwk5gvCk{*Xub;Cr;l z+YU3ie$c~<)7hEqaYi)l34{st!u^Ei9P@`Vc<0e4%ORq0dBT0mpc(Dqg1J;O0!KUS zPACGcx+m<~puXM>btmja^z_CTq1K#Q)Yh5kpl|puo|f0M>#qH3tcv5>n<%b)=Mz<|{4lFQZ$QU9o(k3|9Jm zuW8UV3IPi{k#s?en*wl>+2| z3BZRA7r)S&`B`%VNkDhj(DI{w`>O9f)c^Rz`UxR|_+N?JorVtZ@E<%|vBFH$@1mKr zZ8*?CL*ZedEBin{1{1r>4sk(X!W5y)L5T3_ zw>pFO)!XhbR_hv30rg^Zd*xuYnPvJGWT@!J3ab?POH!69b9h>JN>*5s>55=ytjx*I zr&B`Y!4K%i?7=LJEs#1X7KCGV3ps$m=g?`*IQ8(LQ#xjbQ#-t0%2~Dra8v?v?Y%y5 z6W8uOuXF#-4f!IfY8}IyqOZtHVst#I5F7l3nPaVqmPt7^|F!>tO;_$G*CP!mq7rZ_ zp7pTulnyp^HUP-{*pxzh7Tbyn+);=9R}Y7DN@ z_-d!q@7sjZMYm%P?-x_SZk*nP{I|}}5Ac%lp5m|nJX+rJA-A@&ft0bPNsq8YdjZ^; zbpG37-1)V-B)pHXA``62{m(nbIrbMxqw5El?_mWFd70@9KeC<$jihn2ffX!&u&;*^ z*Nxr4wNe7L?j+(Ter=>*bguq!-$HppzdY=&NNdn@G0EA%>E?d#hqvL4aS2*r>*q+v z#V3KABX&HZ;MSc*lvd!_kTW7Njb+3CgmX}jJF_Vs8?S`f3%d0yPZyHXszE+o4a50jr?rq~r&b5g6 zXBFctq2g+ZZ0rsP;denoG7K!tc!NLEk>E0`7DX;g-S5Fync27+0OU$ zR$FxY5wrAgWVipN?GF%^9FNO-ELTVdlDt6OXx|O>>wJUln28xApsGRVc!l^yIE*u~ zH6cQe{G^%kx#H(EsBINmQJOIFhR?!7j@JUd-Xi#3CqKvJprjV>uFZjilB_S}2SQNWVax4XK3Ci7b z-kRf-etIaXE-sO1P*S|1KFbecReoqI(=~x|eIwBK`hp>)LQc-t`6b{XjnWxX z{qmLfW4TkK62CJy)#}9ugAaVbldW@5V0^l7o(v!upi2LO3 zc=Xtu$O=q#Gj;x8Y3^AvM(EGBaVt;v!%?Z@}N1tsKGawS1XlByy0yS zC?RG=;qQ;!ZyLZmYeZDCN4&Zrz_JHrNmlM?-y}!psgRd6Ez9@GqRhPK>lmu5nLw z17!nag^CWrRtd0OiN%tO^I1cQn;){*nmJp&Fznlyg2E?b%Lb@rq-@& z5wtNDNX*fQ1}DyupmL2W@j1rd)?lq1s(+NlPVR!**Vj6{B!p@Y4UB z?D-yl^sV69)XqYB?w9-y95vlx zHEr;-#S9zIW3o4IGP8}GEz?&l#qW#JDvM61)OIs+_re66I88(#QI+qv^Oj=5a#8@-Vl6Qw#G6D{Oje4$yrQS-a-g=?WNrnHEw|pf-ky6XV@$Hz z^MFyA2O+#S0&h#&0+J5D5hWc0$t$nkTpzMs4~>Q9eC({(AR0X`2U{eH%Pm>E zo~!Hgr7>O?;k^4s7glhv=hZGI$YQ6g{g!T^rbs33T++tszUx=j;D+8idF4v`3`loL zMk9Rod`6NKE13BOP0zoE`7`IXxA#6?QBZ4azaQA)+f~IX@yXJWwVXs9Q@s~>)bXxg z<=AaWg2k)X1YSe+vU6%n3|O$Bva~vw6ygc9O4tt`j0HYeUI&?re{HM*s}=s3SGaTd zomEjtNqnq%Pho;)nq%VbJ6${@F%lXag_a7`Pa$gJ>cEBFqJOEC%ODP>r$BA@I15t( zYkT;z#n`9)2q}7wT(1g=+yv`5-=L`ATw-Q_^07>)OuRX!I;p}S^8B(4L>%RpjHYdu zRFb5-h}eP*Tfe%Ja5%_BHq|MX@c_R!=1d+%u%ld%8gi#9+u~42Ukl9z``d_z^`?Bl=WdrBn6Z)&-_rjViuh7D;cs*&eYKE-! z%*WI^wmD1QPdr@XO}=Ea6aPr`6VoIdRLnDns|Ofd_9hadC~k|j<#q0`Q~pD|i8h$C zuea=t(gk9h%S;o1=8H5y&`44w-#v9h()maF6V-XET#!K36unM2(UOEVCy13UsW^Qd zUF1K56)Nb+nGfc|3eleb8GYJtr}GC!+5JmT z%(4Ecxp~1!5zNI$axlko4>Ce>O5J1CDG)8m3cBpQ-#@wnpLnVRX(54Ph_$NnDT+Tp=0uFj4ZakjCc6tnPX6 zX>{k|wIU2G4D*fGC}%seE_=yNuoRBfoHg{#UadSlU+-Kve-CZe0CE8LRfezgg@!w4 zI|6Bc{}cZG?cch6Wr%z)d-**%994Y#>yz^e)loosvj4EBkfv)?8a_8`;r7o@l8Fj^ z-klvf{pozP9C>BQ__r)wwWDLDzhyi(FJ}Fzk=`<*i-O>AU;Tb7U&Uiq;Z71SWhJ|N z>UHP9I|{@Ir8f%tXBm6qZ-4&PxV!Rd0YbsU1^MklyMOWjB8Wklvr9;1RClwZ40!#} zB@}y`K)a=Mj^2m1Ms33h1pKmQT%nb)Fz^|kAq9;?W05mx>t^7@vPoAg0 z-pHWwOeCn?pB4!H*4W}Ecv#gYWTChwq6ZB=Wa&nTr52pmD0A;-UXXZGp`tavV4q*L zuWmL_gmOs*V16N*dd&gn40?8%_S_hlD&%laL1zD#EUN({F?WU zp%Qq1D|50RyO+4svUNX7Tlapwzgd&B9W}z=);`5mW!I3iSe|bQY?O{Up))zmmRf

|1J=lv}N-;eAfC_4TP!@VP&{2zz#ULB6$M=&6Vw3lG0@Au{6op&mSg>A{$0QAhk5k9l3^fHwpf5!Bc!I(1UW< z4`JVxZ1wnkW%=lXvjDSY@LwHA$_%3_nNT>+q{@Rv4Fked9=k`@?tbj}fa4x8c@mCYSi14w2id?SpgD6Y@dFgKRL5s`AlR;eU#AQ4Oc;P<$17d zMzFYD_Tn{_nh;N9Q&z|)#*b)tj~ts0pUM8|IT^ZcSMd`+;q^h&UQ=IO~Ut>XJ6~oS97ir9we6hQMTH9FRW39 zUl(9pq6^6Lp>=?U9_P|;L0oy1MQAu0&7lG4@6VDRl7DPvugyPN#~u1K&mafg>s|HK z`Q(BzE!LqPID#qs?CW1oY5A4JN&q}aoLVitWDC1Q{p2z2QDoyVZ|A%nSDecJ`@d9s zrfuc74Ev2Y-@^94r$0H`QUo~jDV#@nBmEMVO7X0w`v@bTrwl;Q40Li6^{0Z)2@qH%}aU-b8=Q<_&N?zXEUbtB^+65)%4+Q>F7B?^@7 zyjO=FJ>h!c(PNqZj4_;AiX~a`Pc-0av^+Utt(2^kggyOA?y#M7jLBALo**dioP`(k zn1xm=BhqWAWV~>DwLy)85ti4{`nULpnqbvzvEPzvds=Uzv85@q0_zD+iAhH>zbN_{ zc1%ua^IQ(svxx_nPbFoc9yYG@>UTA~tU_pY+2dwhnLG_HvgCA3^S0XVW&LGaQcWS_ z=L-+;O32kK9V-Krec1bYb{{pY(1A*v{7P0?P|;`GNj+T8xXT5$j$O1_J!KNIL&f3g%MKY{%iU;&SQz&24|G<9QbFx zf4YRxHKw%oo^sa>|9me&dGwB-Z)}EL_JQV7%Dd@aMKlB(nq=oG#k2z%-~WN!z2#M% z8Xz(vYRdDA1WDd^f5gq%3~5P93wsr+ROPYn_2S7Y^q71^&_OxU8!1bd&W zs)94Q@Q6e{b%gyWRi-a?@iu5G+OTplOukVUpl5INT`6z z3|{E(#(ggvyjzd{ov`ttgnP8aI-hYhCk%cwry@yRy153g}$u7 z8$|a#_2%Czp+{8rT?wsRS*ClnT}ovTwCxty&ZJ0Egw-MmJf1LPJMkq9KE&u{w)a1j z)LkJ|W`cHi@k#MD%<~?K_)|f7_JHl+Bn+dPe|IgYR?L(SNSV*!TNiv1Gt7@QW9C0E zP9Jj__r?)gfZgi#&NwbdjtLJR9|_OkfEAhc6gev${=8?4ZGB|gg5P2IFuqxwmENP4 z$f`g3H&~64r~-mS7TctY0sAtWrGhiDH z7M+vCBrb_Y5pOSR(GEhGefFvHr{48P7`#5@E;BHiyKXpfrT&#inwAT4d2h{cj~adX z+a2}6wFzh3KFK-7OkTt+gMK?5iIL3HV}Jl`!Q;^r)WaJ{*{gc}^>$KW+83gZsYhb* zV8!_Z?OLCG&*CEv-I^=&n5wbEr_r4W#etK^>)`{EH=LGcPa@4T$7P>iH{;s;_2u@s zt2|orK+~(#pbq}khuGdwZjKj_lE9{zw@Ti4mT_0oTh4b>X3gCOn*o(TQayGbY!5=~ zrBp?fYTA4Xa(rPLzRi{^yV^L0T5RJ0*h&+k;{+{k_;a0N1*BlCP;p39@z3L0r1?iQ zp~&J(Un!WrYZ0j?zf0E8C(Vd{hQlXcznuy~frIhqeX0MsZ{7dzeXGD7E@=UJQ<`U6 zsUe9~GZyE!!hQ$+g-RY;I3?S|ZjY3ZRqBA7eLf6TJaB&FpzBG&VUo3+ZwNXa(04xf zB`74v@wh(g5}t5t+|hhl7zXKODOM$ZHifzmg*ji1WLepLan$4iN}>RzHQezJCM8hn zKY#f?q)?X#XKu#V;R;II>*UX0hq19*kN@26q~5OebKdyoIhy9_C+Tq7mgLM8wKlfa zhQD^+xRM$H!J5U|%^$@w!$M|79Pxr={>)b+9$Y5=Ft(xTX>8N?ZER+b`d^iLeSwvS z)a-}bQ(Mu?HX6t#k@R>?HAVE;y)BaL<+9Ey1;-$EU`}plg(0$%di1lKB2Ey#Gb&x4spQ>) z;A2390fW@%B^E8NwZ7f@p;nwI8WUkGk+_eU*0Svq+e~@_*(6^P8e7xw$6P$F%h_|0 z-g(0}xLWjuR*gdAk3SP-K`RMA}85amnddjKH4rELsJXO#y@ zKicgLb#jn)9fF6UgJA_j$?M8=zz<4P+B%tA+Lfx)klH6Xh9NfYd2}emvy$=-zH-0? z_ptZ2dT{)bya$4$k|kur{zoB7M395j0HEvqTjP0SEaNrl>luZ$76ZWtxxD=Ja3eAe zWYXtMtapZ4g`fNK$UW?$M^4?*_}VU4dch#s6t{WAqYFtsu+4tK$>hSu@ZTSHzAAR4 z8Kw=S{GvyLE;z+Ef&BR3b`=*HTcbP%7rksjUkveFT+CYm$-`XsNROL8 zmub1h)$L&}|LAy+%ANn|oCSY&nD;Di+9_Jxx*Mz`{}-RB&t84d4@d9mq=lqn6PbK? zP`BNm&aKMp&xX)$UR@+<>zi*yvdCC5akOwU{QF@p&N~%*CQX*wD^6~2zPY@?h&RH| zVcg9q-U~UY%lGP0PkZK8qB@+hW3USHa(jP!se6)?nrFny+KU-X>UtN^Ia8-&4^KHo zd&^LuGs#wP9fSELb2HnN{p;HnS{Wr;s*Pi+bLMid`YD)TdB4JvHv(Y_xs;9FLf?cn z2*#DW%g!1E>CAh@^=$g4&6N+j)5Z#l=|pGUiZv*EZj{Tms5*dfP^#F*S%EsMxvk_T-C z#bI8S{|GH`kW<6AKfMfgTifk7`MqUcZ}!C$=bZ1#*29MPiMS9A@nrFh=WH+y%KA11nYrLT;rR~8Dmju_o z$QC|^hQt=%cS zcMd!CZL!(D;ZEr>I%<*Hi54k^$oD;V;;U+LkUb&PUsaGmK3jcGecNDT6vm?PDcKZp zz=`NC@O0NkRphJ}K1^Sq)A4@T#x-%C-KGW=<#4$dGKTy^O+#lgVP&9*3vH=b|F#m| zvwdtYEsJDd;lZ6HgqpST8L3f%?A&jMmF}(z>lBiE$&sAO?^ln$RJJL8*au32M_#T} z2T=BX?B9@>Cm*eku1#oKubGQF@XRdywdq6p`n0k>jr<=)8}xF|ybC9hCZcW%kA)H| zQ6Z#8>+NqD%axX+6)zIR->zsIYc4R=B(7n1h9?U2M1af^wZ-kHUt^ylAWJMC0HzcO z{&9RZ^!J1R!;>E?rT1X}@f1&OM+6SET5^Givxv5ncR5!gd37`XsiJ~#^wjPSoliyz zt*fsN3oNbw8&0J2GU_O|{udxR`nHr6Za)?Pzv0mr_O`LHK%O8$hI@(WO&^oyu#t@d z5%fig9p#3rs&4y1^&)VY-tpmni-?E3Uwwhy=hfUHOYHVi7mL^CC`tHkH$ipWD?_}i zu@k)KTv)~`3F2B8dxQlUXGu1KJw-V%QvP?~TRuiQ~dO;}omLt=M8b^Iar za56SqYXd;I8%Wc~U*2^+YB3hY9s_KnjWo?#ZsHyO6|cmabJ8f8Z9F0|ax=QMA5Do)7PR7| zPQr!4R?sjjj4GGY-XYRn>$duuTphS7LN%cE2R~&h7{dmwkc#~KI$;sgr9z7A-AM?= z#dOUbI&*5o!)C#zIpMwo_I^c1gvYUCJBU>t`VC<22Izb)h^Oz0VgH1QS;(h%O^JMDKZ9iQW*$b46TzG<|UCus2rK{nI)y4nl@B^^ork9 z)EY{7CsYpC6cXD{Ppl(~eHJHj0zgf_zw%t8nOur~{Aiy-Gbd{UWq6MY0E+gIvTa%~Pw?O;pepb%iknF!ONF#gheocy##TGmxfm zQL0i72CXLPKV_fZmg)UMNGCaE+uS|YVhVO*)HHEo5oxl0bUt5 zv)X#~(Tr>SUbTD1k_u_*$VRzaV^pHYt@Uk78#-$s1eAE}3}MJ=*+v)b56&`2(WRb8 z&yXre=7wP+#5RBIdt3;<)zTsx^gyNi@R+PXmDx*0hTQ^mg7kkuZ?ro)Q-HGvIU~FW z?LiMYL%{ffJ3H6MOoNL$!hDp)&NFai!C@pC`Qhwe*ZZ~o2b=4j1W#U*qwhT&hli1d zE$2=UutPmkrh+MjD%&oO=zqT@3ej^GiCRqJOEZU2!rg4ls zch&I7^Jr+h{B;_Mm|y+Aj+&i#klBDRG*`jlxkE@JOVj+M9zT+XwFX#?knHH<+8GtZa+V@ z=){VY8Ill6C)S+dc#=F3cLbW(0NZJ2a(2JNRCSlO0ZO~oLLjqY-xYk zg<6NLBlPTLwx;@XfWEiSNb8@M^BdsyRzm8}vrqZ{m>LMXNxmZ zzVvdWu4)Kg>1(usnkd0>*h(VZe;dE&JA{kPgYCNq3WhN)e>?1BZxlQ0?%IVH1p$k< zLdC#sstK{-+q3N7mEriSaasjSs0BdHlE7~BD+Ee1` znt{20aF7M$-Fn@SU^s3RFGXvEVdh;TEz?u04n)k<(Q{zkE_5_oaGvbo2WHA~9x~^s zw(FZLk8F(@Ml5X5orp(H$G|{r$uKdmV}*N?Gyh{*i=0m0MSm=8g_WJ@EYYZP6WTp6 z>X<>xZ#@M^ON!Ho3_>Ign|eWjE=-w?xGxeTGRz|H_uKvsZWHIr&BmSuDz?S=os9@N zEJQp*6huGU!=-E3oc8W+H5ZHY=xXSG0=uz%mM&pJ3Z{4v8p6$-r5Z`neO_W&wJCfR zGHJV(A5dLpsj!I4vOP}WuUlTR&N>Rd`}mSjmk6$TXugHWE*{73vsNF}F>GtwnWD@S z5mgW-QTl9%`{B&z9i>m{Cy(6QtZXSMo?!Mo>cJS!vy8qC4xeyK9_ZR)ChvQ9S#YCA zHX6%5E)J#3=vh|@6&%k2`_aq)Fr|vV_i=Vw+~osde;EF5%{xILG^B6&?@Lj1gy!+D zN#SKl|EnK^C2YK4I-8c+d`*-J&u(qm@&LDvq{sgfeTt72|A+J?XS*RCATl!mLMh7) zc+TBzwd$(Aw28mJWLVe=&Y-M$QRu8*evG+kTO5H;G0lZt;!^UMIMs9pVfh1|m#a}g zYr6cLa70yAj0N_m7=FF0wtqgQXxd)pD?W9_tRG zIolE;=ZxivV6wo6AUgj7TVzOqNY0MTSAy{8LKqlnpjvg!T)l(3@l%SKmS*ctU5Y*a zWBcnp89Pa3Wu?k)rXfV)NLty;b2qPUi?+OV-|R+LFcaaFGNQg`r==)-dm1k7*rN^{ zr{A0uj;w-9VIjh-C#Y0M{)OtKgW0rvN1`Mm=?5%QFXg_|Q$V_b(~v}`<3;Aw zOJ4oA3$MP}4Zjfg?X!nm6%!_y*pE!4^``&;(f%2IPhuS7HB;$| z7$*8P3^q-?3pYU(8AZs1gH($?HTU*dPYoW24?d_;%v^_=H$H^l%C9wiNy^YO#=0vB zQael=+#(WP{rcpd!A)ByqDyA~ybRyNNY|zVY3661*R|Z;S}HE+@GqSHZE-QUiPg`@ zsl1<)rgIu1yLxgHfye1MW!CS&)-ih&TSf%>i^e(RPG&$~snE7)Im06BeaOv6?aD6+ zqTv`?YV&t`+#@J|Foj%bPDY%c- zuOpp?11IC3N#&Q7ss7wrHtn8~pJdxXozfRWHbtBJ;i`1cIjwP!sq}beFZ}rE^gTD7 zCR{z2hla`rc9mu~Lch&hF8wA$iE_0*A5Jq+tGwduPDOYlaS($Zj2QJ)^(%)KWyz3B zqPFtNEdQiOO5`4qw|LF$du>aTKqLXR%TnMT67r6bSl5Fg0>do#+;@y=F=aI-U(RNg zy=&x%7u;n^9~%!&yvW@aN+x9m=cK&R-H@H#TFgQ8Oz;q_?=m8{xG{u=XEvJX#b-|} z*S;g*ikIxAv~t7JgPPZrwua?u-M;95@Uhj+$G5(d;8p(RIO=r@5rF9N(RsC?;3rp% z!>yv>wokvPMR75`!jBC0$1l?39situDt0jE889zQE%Tl=5q9*sWt?2*F=2!$p0-qZ z>*!TH9z1(DzS?6>N69k<*_?-M0=zK8E(6o(-bg*;)s4~*a*73wjh~$X!xYCg~N9B zt3&2bJvsmjO;zqco6pJ{>dFzWlCzjgJhReusBRbX6~~F$IBussPaiUe#)Pvo+@A9i z^gZ_9sx~~Z_E_4kCXJISu|jehktWv-?URP%#04 zB|nWDy7Qk_DW^)k9D7EYInemALZ(8J`hSn=xk|11t;P&n9=I&Hs_C@^G$AH(x#6Ld z7of8}%@@lJzu$GumX+JGDG2d+)n@U*#A`r=U0zn}z`h!yRy5?9b+Fs4gj77bg;?AV zM}d%rswH%{Nzfh*Tso)$f4UZm5N{vF!XU(6n`O&1>m50a2w`HByroK4Tr0$!8AyfH zIY5foXz+f;SrRb}v)HVK2Q_6Z*)N~HG|Ng5MQ)iOj zC^{DAg#p>ApP-Dw+Kgm6u3>4OZZaT>-J{d6&yOa2@0_OhsjQ)mKr{)mX?jd*s?T!O zI8n@WQsC{73^v{Vw{q%!8#Lg&J#^oL0Fo5C{p;)lxy?>+c1JqPu{*E6^ z;JKZI=+e~ZS!rPs~1zYe@3s&dyegry%fCj{(Atm|6T3pAV+e9zOJ6}(wf7nNOl>e(Vrf+Ry0X45|&ZUlWo^; zRrvRHrb;CHksO1T0t~2apI78>eiW`uK5R4VEN1Gc^rdtpUYl_sf34mSF+um8WV3_F zt)H$;YSLAZahd*8p7};2M4?vTQQ(tb1oKUva4C&8>&6?`3CO|o8PNRP@iyRWZ_UIB zwfc_B)8uOvnHYRe_A~Nq!c)u#!t_?>T~&^ZslHk+_IdMI-_-ng8WQctMZUc3d5bK2 z1p*w0G4TIzU-5Z;HP8PE-dhVv5&FyS_b;O1{H(QNRm`(OP^3+4wFyhQ?Xad_#>}3A zGUVo=Zb?{g=Lq83dT7JncU$0r6WJ)NCzf=Lf3B6RC%%eG`7%qhBIyP~s(V@u+s!lB zpTd0YkXe73l>N^<@Fi|TzWUFI5EaKY(I{r9v+xfL%RTJ=Z5$5gM*0pV{8U=R74zHS z%rQyFmK`mX0B>WL}f%|zhuanrq-UT4Akb*A5# z#BH>jjexU^lBRScDJ*?V%u;gyY>N>2Ea)jyRtCGXXI&= z{{cwJ9T%MDRJS8~9tAp=qx0TQ7(&n`i{IbJio00B>vfssF%uqs$b5be8g}?Pt1^n` zp5xZzSAjQ*rA2jw6?@zf6ssFZ*W1ckfzfR? z&{4kl<;k?=JT-zkA|irCBmh~(gfs9I&~@R55o{MJZIK*>jbWderu0{9Tc%y`;@;-T zDK&>?l&sUWtVIEZSJ3LG&`*U+7tXavsbY7~2ymxPh=8sO;$zuEOKEZ4QCvit(IWt) zp>fj49dbrtrR!}xbH;qy7GSd%Z(XFvWU zV*o9zIYS90C$upcyhc=l`41mi(njvIwjk^Sbw{=L7P-Q1_J$S)KC!9QG!7T*`N^R7 zt0qiXa_S|esCSt#t1c9oo0y|xL~|6MtaD?T)0QYnVbWpV!kC=oEkL4{Y`hou027&o z62ofgf4u;GLL@_$XZbn*{%qC4DS6cPaSx)xL_m(C@q5Zcaw@slatNb!J<_YuyENAf zl7AWyC>KI^mMPjvldk2!ADZs^g{Bg%+Ucn~Qm2>LDp@h8xqy~~Iq8I(*9L#FUq96b zj1{4D36&dhYCMwPNqzJfi9Pza8mlZ#m%Y)=jX4t5w}CpL{I};kID%QEKoTXHBI!Hb zO2}cS4D4dsuP7({NOpkyl#vv0UFdZ1#XG>$Xi)vY!OQhj!@MXW$F4P4V>bPu(~zLbN~V=a><=DZyGutlNSX=t?9g{jze7Ut+Sq8! z*-i0a?wcpOOW!mz2|YhtXv`i93*#P>zN|3H3fan+SteExQ%E`M){;iL$nh=hV`O!1}?UI~pl?V&zO&!;n+&nld^w4S(@xY7&!rDxD9`*6j#`Ev_5{Y*%z z`(w%PGZ9lj=NKq|rmY!Ur=n_!A|I=i%^t{^{+6A(^ohvaXv@2(CH@G$-zuE&o{2=z zqkgi+HMDhUayTbvj>my^wJY?C`whb?tZnt$tiPcxNmwCHFZl7JO1x4BzWHGjX7WF4 zc77CXWMZN4g;?3t1bJlT0_oB)lF;%Glv@*xb^L27`Z;+7(Tcg3YkuUOgQ78D%GHvo zIIHt^o|n>}Ui<%DfHEX2;QqS`z1Nyy9}}}CX@>)#bza~$e00>LjJX?U@e_}vHRe+;XoTNegcpqgkKz!w;CzMbJi>_jZDG`jW( zKL}zWq>Ob5%Z(^GI#Y*gD>w#u6DTk%RtCyo2oo31vn&uLLlvu=MT-=QMBY#rfJMeV zODp-7vOevmrgm2?t^0HdzB^=q9!hVLhC7lQ#v;Tm!0=GIr7h=>S@T=_e)V4>SKtR4 z1g{RE?_F3w0!!^u3~%7expE2U{eGsmH2w8k1ClhI1Al<##d7k1jb5E2Q<_%15yqZ8 zvXpfPv0`Cxvi$F8#42fXTK)>0t614Pn%@y=+dk~s7{hCQP)g4WYDqr>mV zf6|sZF(S~+L1lrs`%eAd`40&b-dNTrhO{D^?x&{d#yNQP=)b7@Oy4=V9w=m+3k6xD zEZ|tshEg(#;&bOX$(^+^gM5pW`HtZxHu$Fa1EU+~KJ@=sQ<=_e89zByaGw)XBQW#n&?jFa0NJ zGEB?idtbirSH^|v4WeXUtR*CoSGn@Q&`N8m9}RGqA4ZM%I)^+*s=MAE05;`zgPZof zfJJqs!1qum1q1+ib0{eyO&K;B(>_Bd%Zw*WI2wL(5 zO$EX!|LWm~bAMtM_pbT~%3!+)b6@+i(#Lp=6sio`roUY+Q^Nw>$){_k2Za#*9Z7Wuc92-!^pN3Y+BGOBb;jGiyBRlVdg(TT`;<#)!F%}!9O2T6CP?#m zSdt2N@LcNLs)-?Jdu~dCczLe@qNQHXyl=mucpPTD z{CMyo=_x2GGmm3#REndowAwri>-08ufo`L-*1A(`&_aAawEHX0PUVuKZXOR5^n38s z$3-I3oWYMutM1z~B5Ub{*E~n)Hb$J6)pC7UPqtm0+M6|{i>twrsfUgF z)@M0VUP|&Bees>6(h4>w&Jr2^SIk~_WC(ZV_Yb3G}X-k=fFh@hElpm?(} zj`)S;pHJYan*k7Dd_2+Z%ZuYNpGC#XYJBW)uyaNbG8E%Af&)O? z(qN(;{JSzPHrU^~W_e!3*ul>RN0dgn>No-Sb%AylS_ly=KmX7fDii=n^t_MP7Agz* zrD;yKJCpWM+-(EA;BTSsvpxF3ba}k|VR-6Il8!5M?Am?qjTCrf5&HbVHh4WpvJ+Y{ zC@MM@g?Rs9N7{sqPD_{}5fp3K6wkc@jsT!O#39DZuPgg0fe^5;91S>7 z|6MXYS@;c?DEH(S&?O(Gv#kmZ!Ad2-9TO)lncKkDkd(jp!*yf_@+_1R8_^hmlA0V& zkkh1)Riz`)*ic5bRv3QL`H{QQ(0|6-=+Vk!eJF;RMKt25i0m(n7D!`ywQRYq7?bE? zm8#(C0NmeGkKvEq*o+`(hsuSlok~c}= ziQv4{OC9Uvdh8yNIFnu=z%UQh&U{mFc2(|XM1;R)%@S3ZiUCKY0EeT}8$= z5=IY%K${)00vu)eHm!RNKwGdCmWT10`mBY>07oRt4vE`wN8z@OtA^B9yb#x#ejg;w zGn?l?Ho+!&Pxxs~^K|@EJI}pjsT+$+F9e)mTfHO=&Iq;3PZ2&Mygq7C0jn#ki)?{l zbPGDHm7HA^Pu&~8>6ERb6|LC4*m(%?YM((Yok+)JpFT@#CwHUlneF3x@?Wmpg5t5F z8eZYurue7+_WsezYYq3nj%C$86jHCzd5DYue}$lgm!$t2Du-mj)z(Of#b0%yg~Y)X zAi4>|f88Z{qR-{K#q7&p_%B&6yG12&G|yWwqLv81AD0R&vw2@UzjY<;a<&mhhB`Dh zKWJ(SGKjzlKp*0)qj$bfru zPEVWAwAd^gupW_93{VvS&4Pse;c+v(3T&d)y2+P*kXi0NZJTE*@#@_vftiz%7oP~#hnk{BqCAS zHe}d`2umJalH(EA5*X%ex3`D<@$U(CIx~7)sV)pt>?Nb}(a;)m-Upj`h#Q9G%rf4V zk%PlmP6qO$MRpN`WxAz>+DY>;v0@z}=CpN46Bnck!uDcf9l2#}l($7}eOP_sz z)bxmbaTAL)_E>K0cKq)7WqC?p6_|A5H{+89@UDnFN;>W}CX4hr7(sP<^b)1X;&mL$ z8oPeaX?yzNQRx*sbUo|=Tia|ZbRN(?cuTJOqPF-$tz5_~_RAt|XWJ=~*C3tUHSph5 zV#K`7DxLf9c+LB7?V+3l4*ex2sLsB@o+c;@D%+ZTfxPVWdLN2I2GX_nRwT>V{UI)C z!9QK1zO;|AMNUcy`h2IDeIPbVOEQOVG~1)k6Uv4OW8Ge-aTyRXRzHRLZ3;MqMN8H$ z-zhe^7}`8RcI927J)$mF^mf-SKuS9=V8rRs=kWAYYHC`2O2Y%@>@*-qZ~4L#D^O0&13Alm)O z7NI?#XPgV<=+e@*vl7}fzv8%kYdFgj&MC*&8CcnwMZX5VPHWt_FSx3CotbAm*WpCG zdI4Ws_Jvk6jAc={I`*?(*cgJnh1H3R85SxVC`P%S88g#5zk8hap3iz-$&l&HVCe|m zv>cgVp17B7WxOB!pCf&|$CcS}H7OfOWq>b4<5CP~F&3cumEr1aTa=ajIi zQoAWaIvz2v;VIv$vEsQaZ4mk1%o~gjo!5Kj`O`bUxnTwZ^e*93i;~mr_wL;!VE8WBn&wj zo0q3eFka(u5&2aaF+>B%s9bj_QOY@RR;Js%G|e-a589cz4kZ2%t;{ggtdNqWu9JJ9 zL4Ki-aB4lT94rkeByq4^Ox7Rrb=@MNRJ79OBl#c%AU?e|07P=JauT|0 zE{aNEY3KJb8pnj8^o3MgWQ$%&k|73Xo}bVmp5sKD{a({NOnmsomN>`pt`zfA5hLbo z5>Q&MXwaeqK5s$`b((F5C|bz*z9%_p-vqI?8?~tH)WW^{{l#U4Gc z!&kRW-qqz+D`$0+nm4ELy&&i#mdoFgA!5twg26EDzQg!*<=g2a$Z<_z)5DmjWxTL_ z+(qK#^l>+CkF#{PZB~i|40!Up1QRilxXVyK-GIq_%hl~;`)d6YaLhj2GJWlG1~7Kc zZKtF{V?UrnMJ))HuZOGnj$Tsej*fI-f8O3OANQR7uWuK5Qow+0fo4MunmV>daGv*C|Sj9NfH~5sQsx2nq%IRI;rMCT8 zDpGzmev_}@h-t_)2neM=R^s=T&zae_GFjtV9ionrFKgo_y=f11V&(*`!;wi7#DD zgC?>C@1nPZheR!hnl6-*OnB7~{gTiM!S-ZqHs{ff5uVg5N)vbrVc>|jV{4sDP*l;j-1rM}{ z0h^Lr7p0R%I8+P)R$lPdMc#53X%8Iqs*NjLa7~x-rR%uS9Mm>9`06UD@zp38X>q<1cRVc=n&P^yVKs|J=Arp;G$@ z5@@e3+1b>kN-o>2wVryw<@DK+IM%iF<4l?#1ZNqW@RI<}arQ=2{v#C2vOI$)!6LqI zdJ4JN;UiD^>4$457BQL?6w5HI5EgQ#pm(B7L8e8@S^H!=gqrJ~m!#+JLAy8PF}=Ng zP%>rbx4*zHzm26=*3Xs+(4}9iKiGT*m_bL-46?Rr(ih=a>^A^@7k>%Z*6@->yX)|A zbEAJm_Oth7t*@n^*$+rZt#XuO+Sv<8Ub^0f?O=CaB_|~dgs&s&GWWE2rK$Ip(5N=z zK!)S?S6jh26jI_w1`tD^0#WOp^)i(v8YpT0Ws0nd_Rg3#znh4$L#2j(3S`K$-10k1 z8ZwLIgh9gQqfEP|rI(EH;&9d4d%Yq1CJiU2nfpt#i3&N6471o@CKL>+Zl03PxI}e= zf?!_8z)L83M2Km!rIQn3c#}0oXzd0kHJGGPSpEn{b>&hpk;%XJ^3tLJUb0jV96J$X zxcP+@=-1@fJb<*6giFHCTKemAeojv_^IaUaIQ3}1ftZRltDgQ<5ezZsa7e3nA(3V3 z{k}txYXz4O)G!_^^L&$N1)Fr~_WesEQr4igT!a4vZNRTXAG2o>6eOvDM-sgI3H%s`rO&tB;u%udt3rYH!+C z+}b0|l8|b0PD!gNCw@7smFudLtowJ>FR1+)K|R0{OWWC`Fkw@k?^h4Sc5c0jnF0kb zqf5oFX^m*AJ!^?iLelvFIUN#lR@bg(TV_~Qt}&gGlz#QJpysXsX~3e@TOFb)8nHg- zq@hBe|9DLEs5xw;el}rvP|Kfd5ygeW5+ik%W{wak<&Xns+;d^>%?pa`_R=mXa5_{} z*VsQYdgk!M^w<(kTM(1ZX~S^DEnJgKvnEADv+%PY+tRUkDQ>JEW|nw`|whBvf6LG1Q^7y-FBY)?)LTBv(tPG!u$RB1dS7f#rr0^bG@aG zq}}ObfE5^Bb%($dsViQnx#hOOm%L|(yoS!{F#DG1Jzn(4?k16vXWOWhC5)s5Re zJ4rrS)ExX|qQo6V93wOHrr5@MU^WZS)Q%`$S2Va>h2>_e)b7?RKVF=FV@4RO8VNkV z>N?&rWY#!LTNg~EU&D+zYkMCrbpsC+r_Cd4+@ntFn4V2?_nlZGP=<%8x|3mAbsL${ zQ6AsHs$*;UnVLAF>BjP6*;LL-KXaLrzNN9JWose_G@m&2HKp!%$Oy$L7@_j@__%EX zWA$l`v1Qx(ykS`)n0-SN6)xXduo;(8FJ5P7Jkp`*bc28PbV%Jo#;p3beP-o^Q@gOw z13e|PgugL9X62p=o9IIIr1rA~9TGM(ZzKvyp9+9r&x zdC#PZdOnqeJ5L_EyT9BD@HX)%sGq)8a`gRw8jEj)KElI)J}I-muk%x@L;-3(&Hd?h zB1PcNru~0By=6d@-5c#aFbF6uAl=f^-Jq0!bT`u79TG|j14v7Emvn<5-8J;k0}L?q z(7c@YJpc3U{=7fjdtdANt+l8^I79O)rFMffDm7qDD6X)m^@t+NvPA<*&|6OZzQPIC z!~2_D94o-e2~0|6^{;7=5WqyR6Ne=R)$=DQe0Mq%Ra7kUlyl2gbu*8fN(&HG+_K%s zU^=XJyxgZgK+;ts=@yOHFO=f*)dZEI>+NyZMyL8H{nsTcE+ZGV^6f9v)zaq3G~I{T#wPjasoGl-5H zdyE_^&lr*n5$RQ|LEr9g>~F~i=!PhqNmA1C(Tg3-cwA9>&J6qSG{$96N@mna#G;|) zXVe2)L(JrmN>0YrOk`_`ruH|52QYeIA^WGUWG#BKJ)#?vjlrJu#IUJl-`Hh65se+l zJjlA@hXnI#*au+zqqYO{?qDr|+E;=uiYE1IUN)iov6hZ{?Bq|`Ek7KG?0c2JG=D#% zBH8Ws%;~dff^uyF#%zY-frcixCyLKrh5^o-VI%w0&o%>*uVv$e_A)uiZukIy9XyWA zJUFS9S$Iv0q&6G0rl(!u*qUo}f}2MitDs-21bGH+!X$4>+P}F#uP5Pq?494 zm+S3vpl7lCozM4#!N`+H^3s}d@94}=8b|zjZ$qk$UH3mu(n#Xg6a3`PgxF6HHm`wX zZR(y{n#AZslf%Prnr}k}T)jv(vXcUFJHsYthB!VYz1208MuFJR?zfW&@#aqd^!n-J zoc*GJ3Ta6C$mAZ1@-sm)0vb>G>O?@TJ6%}Jw~np= z#twgk5S?~EVL#lhgf8`fbwntVv8j}69_@Vu)No55ne<4ZjZnV6V3)%ug({J|ds`e|gXkcP9_rV_xHYuCjhz9J)8L*gpT+J9Va` zMsd%PJ=o?EbHxxSHkird17}+k_o235D#TXU`c8-`-i4RaB|(c=)`O zwKvku)wVrbRs^Waf^G^(PPu)fvd=FwV7PI?=5h5j5{Jy#C zF4{?c|;4Kw-=>WDIX;UF1*o#SpL2Iggv^ZrrL~O^y*rTBDqbPQ%DA zFN6XFzOC;cYSiPd0|UW(iQI3AgWWC4 z(BZA>?XNY6v}Iqnnv9Z_Visl2c)kmFoLe7gH7|5CDly$~yZIfAlV*ElOO_QX(_uk6 z3Oq#wKEDj%ls{yZQ^AcYrW#w?|FE(NoK9Kz4=esqGIV(RWd@h@P z4_1^ZxT+NUVF&+S9m$Xg+cJ6KFUYe!EsqUhvCsEf9ekh3?EIxDjd?NXgUcvysB?t&xDRA;26%cmozFIae za2(>4X1nm2z(c4t?O1SMc}wHS`BONq-(!@I@2K(Otm!~Iae|%oG{2r)kV{8c`5e@X z1u^JJNH@<^F|DLgnEa0g$bu0^b$s?gaOO*VX9NT*d$0jLJ=8#S0E!0(ce|qtRqI66 zK_X%K>#KGY%aot|eUNz*>{1lyHL!C9jCQ@yGcl3J!|2EzZ2Vy)V8M z_WNnxV1Fi_4iBOclEXB=&g7t~0H4TTWq$V2M7_>_RR3+PA*ug8Ovul*`^$DvdrtiR z3?>AVRBCjraNfA~;HqIGeLq5L3P90(Wi=;67(kik6TgvXg5y=#B6km(`SU8Yd@_O~ zrg4ODt+I0Qas@F`0uXZ1rTtImYUQ ztGtePL-22IKn(wSn_RyDteC1VA;fbikNLL%P&hsqa>^Yn`v`4W!97S4(ei3+yK)rS zO`rHm)vGOg=_TD71(XRB++m%33Zn4kO;QFER{<&}^RiyBkiq_`vVVO(#F)GUBs`&J zVqP)&66Z+@oEg-A6(%FxEi9Umu5&9}Vpgr%#9{-4&|E+v<_)dh614`!)7Ng9rDX!? zM)0Kp{#0Y`@Q6E?P?t*kaPwGQEWx14XI(&C<{IJ9?4-H)UD%#0oa@wT9(7pbu1$+& zC0ZSYrA;M7(o#m2`wtFJw}W-4^)RU{{ha)6fYa&FmnQD$*#5cţLg|U_~ZO`Z# zdEBI*di5iZ(5|O<1y8nfv7N*Q?jw&?<{?g|e3e%z zN12~RUiyky4o9Z&0v{9E_V!vw8&6ovVrK%KlSZXT6!-h54|G>_jqywgLpwwmZFaQD z><#oUhC5Q=h;#-`9ZB(n&wrT@K2d$FQS>3^2|8@b!&<*LV2vb)aP8jW1{RLK)qSe+ z!<5kZWHiaqu4p{xw>amWoTJzslI$ASeqc^Ce|YkGxZ()kuI0@47tAzF-Tw9zu`M*9e$R=Tt{6>9_}&la>$l&dr;k_X3!U%fu^c$`9(dAm?16N0h6>j{Uk5i74N~9WV~TU_b!9qS3&MzkR9_bWfQ^x z4x0?rIP@ynbGmiUJX)B^VHnwcl_J3k@yIr$cs~{K!j&nWdux#uojX?!nt*dz5v$Xz?9y4}`yhC8 zddEfiVL&^Z9GyAAG zU*&&d?)<@jVs75O8LT>K5Q(??4ZzgwgXygn>QzGH)j*^sJX=DEO?$9QH1n3JUX7x( z!l`xe0yW-Kc4b3+RbXR@E%pwifbXnJ(wVLH&Alk%k76|9Iy=rQWR?h9cF2I7H^sZE z4nkep%1Gfj8Kic%#Ax5gfkTlB^?!(Tdmt$XCd%Zf{Pa6M=>Y?t&Kpkye{A=IqX5De zfXRK7s%{K#a&t4xKF?S?|87)1Qp&Gf=(Ucv_S4AzKz=UM$$S1}w= z=H%C1x@l$%CU(CDD4HMt;daXq+LP`wkC|-5?B;;|9>v9th9_a#4c&e3a~&7Q72c|^ ziLuCGwac31EzAxxUVdj=-U&r>(vthV?FrJFZc@oNQxj;&RB`J_iTE@E7DVQin*bHi zW?(MTo&m?{ede~sD+~C7vlIU{lt|8{@S<>3lBf;L%Z8$v(>sTo*;*Lge=LXj8cz$) zR?%XUtdRxV_63g?oOqXv1G@$e9o`%`Y&I1BGbN}Y`OAsl^|@;}gYJWAizvAex(}`k zYuNLrDbz_{D!SbeZ)qy;u)cQ_n`s)?)XqIk+Aixg!Efwcxc_w1Mi_NXdX3mPFhL^@ zB9|L@&K)!5O2Cj{?U%A?mFb%F2N6-kjKzFwufZ}%rm$TA$3WuaBF#XoX>v)70fj;+ z29VLJ8Z9&>OChCfU*~Vpk>`;PIZlKbtzAS(IvrwRP?d?+G7>|L3|8TR+La~Ed0cEW z=XvPRC(qE+zwrfh(Pm9!AMiH%ORMHpb|)4RAAI4@*p6^43o>_pG}s9gUWFKQb+DbE z+)d+W@jRA4O`6s-G(sA%t{Hc|TV4<8q>%6Xd}u6>)=wZYFYrp?o+!e%5b7lM3vkyN z+3U{#VdaU#_Q>Et?u~f>a{HVVYJRbE@~4l$IfG@*q4m8KY_7HCp)(fW_zSjPR94DQA`gNcnSx9un03w5r<{_Ho(_6a)tVIhgz%M z!{U4-Q$twsn1f5wdfi&My9`WBODlGnZIdB`Upy#OY?lXJRfU?}MjfQ%W?q>6(&{q^ zrx;U+cW={%;}^9LEhZp5bV|>ZzTTaG%1^O=Q9w!Mri*q2DGVA;*bCHh)-K!7rnvjO zZ5=&4w#oXR(@9D=F^#hV8sBo1d8-(IM*{0dK>*z@(y|yQV^O|Sd7+}y-6R8S+HIE% zM{ZFj>hMzRkL2MUHATJN!?#Ye{-$o)xs{PhgkxhL3*ZXr!(GH3wd7(nVj&+H5nptm zq{OtW+YhNyuh#7|Cw$fHhMSi*GdUx}?x?StH~N0UQM;3i#Ulf2>* zcTM5l@dM1$!}=zUw<_fKm(h=ySN|6*?#B5KEasBVRkSae!DsZv#=aK*&>P^vuMeLi=aJJC=Gib z{fF4g6A-Wh^9)TDEwZ2Wjr2Y+-)s+Qz^6q5pY$9cXBA3B7(wVm7DT}+8IFb|i4>4a zJG@={&fG(YvzyIcm@ELRg(@vMpZqoITU;em`fih$2H9duIRGnE3XtoI4A5RUGPmF_ za9dJYsF=MApv$q1e9Ew#Yq37;_NYv=O%o6tAQtTI;{5gv-1|7h){W^8HXY4v6_ zKvNKWDVNaq^-%`ezK{OtTv8MBWXlAR+v8A3PBOdI1m0dxLOS6~l?xW{#Ttun@&r&^ z0Xyq;$De*=4G7+<#p@p>A=os(I%h!aC0w0SSB<2X?}x_xpb<27L%`krepjuq)V`0D zL&AoyFHiDn^y&B|=V7!v9;W0#hWcUO?4@^DVKTd#cx5)J!Twpw-AH){K(rJGM+P;! zUaG!($|wF>mS4CGs1*+0K03D5NyqWLY4WDy{wDTQ;;02mx$|(ec+X)FsjnPK1T1ib zX*TyUfm)sWqm!f0bIi9P3ho zpLR`p&SBa5_`$bdH_B{-{?7TI-a_gjjc^c59P$&<97Ms>GS%3vH%PkQ@H|%`-}>Ht zd_;Wu&`wCm=Ga3(c<-~bJIly4@>tUQ2Yc;FCNUf%ui)^6Uqq53*k||u>W&cZs*|gV z9v|dL-nIIRe@@-hb;nLH@0hU>ER23bfX1*Bdf+pJ}$RZ9713mFYZVlGz_^4 z1|+lNo{N#Q8BWL%$$rame5q!pbcNgsC}@xj_1!Mq-cfu{cs9XK!-?^DQ*{LbQKG$IdaKFjd*8uAv^ychr{_P?Nut|2LYA^L zho}WGmSp~IwrCRRL07{rm2h<2tw|RGAXSRSyT5fEcqW}BVf*cSCFhSMg#$7wUFvca ziN4iT@GA#&F*&Ssj{uQOZl6sA!kbtr4#+QSsbF(E;f_{riN@*ZK!Q<Mfg{bG?@f)$*4keUw23>oHk+o<-U3 zksYS2bsVxw!X~msx!kFW`(D*=1MY9y%}g@#aa8?OHigbrGP8(E^Jb)yiOnyD#NR)A z^IYbV{0|FO`X3g2wvlk1FYJXYsk2`}06RCPKSJ)&*_hBxKAalo{?37UXax+Sf+&naAxmkBaEa;c>$=1y>CYJy9PI+6NqLCtnn+5%Y?!|a{WYYWol zGcyAKP98JfEK0-6uPqK(8$NX#-{rne@Y%6KS6Afox5L~B zY$<);xPG`1ftJKfub;oQDQIk$HunKWbnFdNCXaBQ@3 zg8$ZGKL}4MrK%X$A~!GL?}<$93SdO0K!vbyJ97oh2~?*ghOAxU$`RV1I)0KX-;TQ; ztn=ZMEAK}iGqC@QlFA$V$;Kw+dGYI}MEYQL<=0n|M~Fgy|O1c5vM31y@KPZhEf zjQ%}$H%jc4EMiSOQC+FdB(3NM zW!CxM&XuhjEr>b+)j35Vk_~5!gq(<@$cER39)n7f@kihb5lf{CYH|WA<8(eDJc(sX z-ot9*o6xfUA8tbm0#J%|VrP0=dZI0F zJtMtG{PQ&3G#erUS-z~cUo4;tf2I1oWTWm~38)n}8pW!&pPhc8&hC;8rfkInG(8rZ zf?!C&3GIiUA6+F?B>!GkUGPxuVFt(2KmzVbNH}fbsGP0=kZb(-X>Qz&E>UpoKDy@(N9} z|Ck}Y76}<24-3;fO$AB+ZDxWL-AyUqcm)nFN!q|U^7BPkdu5qso11e0L)nc*64SDs zsA2ePtV(uB?+@gGaFH^16FQ`1oUh01 zABe*GeJ_QR77VZ7e)KtlUDk>Gb8(-4LOQ3sKEuv2M;uI{@ zT5R&Xq9eZ>EXABWuQu!0|MA;rr;F-x!00{@m=yTAIez=A2pPp`#>BL!;*^@4Lk2VW z8~0Zpy6?$Ui_hHhOJ4Vm&)cbwg$kQ?kCeq@lP8?*KRR4vseTjPEREEen>aB*pB|e| zHpbmS6YnnHFAsXDd|Q*eT8BTc;`PA%(CX_hNx@v+wxhKr&c|H$bK~IS`YwH}dc;%H z>KwXR);(#&%DHzunwK?A5h&jQN>+7HZ6PU3_j7_7e)hh6y~G%*S1?SpF}lGs6KBE` zv_}X^#*@KRon)m;gx^#7#2#=vW>06ku&Jq6&=JV#VqL_nQn(#=HSzrTW6tx{OX&TH z@OVznHl5mqWuUDTu04QL<;y>j<<5bHwyL1?qXHzAU!*%)yGB9SqcL(Dva@$T^O|YV z_?J$CE&91gdO15ZUbaG3@D7p{a|vhvY9%t?v-NL7aQz^wq@Z^K%ZuRBYiqEI7gGL& z$OwdG^rXI0`0}xxs;M!Kuzs{BuIhlR;kdVpEV(t?wH;ORfc8b6XVkYuMjSJ6@gwBu zb@E?xpnxD|6Zd&_}CTp@C?^vT%8YEK4-rs&@cA*J;w8dIJhUYBo z88!ZQ{hMU`r?C?2N20%##l<^fjhC5t^3wRT?LNo}iyRYGa*W`$R`}TSSbn){g({*P z!{lM)IlGb+oRP9VU5*lqDaz?5wj#~rT}b398&7lZPTg@BWk^tJQ%bt)9dA6VQH3It zuWfnxUftO0w@i!@{N%9)XyUp&q-lp!m+K!UXznxjb7Im=NJY?vJi+arcoTDDl;zih zh*&Asw5&9n?)ZIeWDlxp!mc=((vF^gRpg9`6LBBUxTntuzLK!)+(P{Wd#I3XQ6>M+ z$k=j4>|(W;R_m&BK~t(5VI;$FxDfu)kv;LN@y(5%G*7ns(nN7PN6zSQS;u1UOQlxy zQIGOHm-Zs0Ytm~4xT9q$VQ%bxuy0YPH9muEA)~5HPV2vRoIaBY&g{VkMox2VL>)zC zTrc_q>es_yC#-AKmN_+*_VkaU2dRBLyrtp_>G{F6QX^=QAGj0&ED~hvl1x#Lv8BaojVi&bHZ)IO=b&!H2fN=oV52u*WN71Bp55R&n2`Yflb{c=&SfrOu z@>8L>@@>pRr5w+@LU4mGP9@^0OQs)?kx6+lPIx8D)AXgLSw7D>lJ|fsSmSjhH5tyj8ku+qcCZz(Z@?KKUA?gC>tL zxn3TdV%Q62M0$yCy&7oh#+Hg>Eg!oa)|zWz-XI8Lr3DZn2g(z6Q93kU{ds}f*moNE z!PozGF!fu~9!fPl5a%<*w30+GZqM?@IJ`COTW*1aXG5zFLTI4J?_h3I>ACAnYV9E5 z&+iY%?FZ>%_LHR*)MU0V0s*^U z)IheW%)7jLP`1=A7b<^jH3$RDeePaNGvo-4X@=R&`%|7dIO}lDExVV0lSIreW6UiJ zeaX5!+|9G)zS&|ARZ>0x&m@Txn z$&Tzo7?fGbD0Ar~icpgp3>jo^UeoxZ{CmPteX8gq1>2oTugzX)Uu`r43&3q#LZK4v zYID&!@CmcXWuBb7>4q1uFN^nAM1~3*kDv?1?(1R;5O~ayd+Mg^;P(Je z5rhZjhs7%D4NalXY+&r~ed;VoObNTA$Jt0rF&DWh(5p|!&98I@4%Skf>w24 zxo$Gecc5ZUcbKayeE)}r2hE8QcJ^i&&YM9orHTIo<-V{b(EmLc@@(JPq6a3wRgAYl zJ0vyyNo5b9FU!AMb=~WH)m2{ip~h9bIv|omC-yV6Whf z5JC1BD@SA9vQoJ!&jv8}*2byW`BXN%!$Bb2=>RUd{h3^qP9Y6dj6WMy_oz$(`-H*at4w}dAvT|g?!k6}!BJ)YU!MwBiC%52UUmQvLm^0KJ zpDzN2uh)fWKl(EanZKJ}8Qi>i6nhg)fjagkQDMVXkEAGEXd;0xDfR$%7jT{GzQG|U z{r7ng@fXgzCPAJY-PFT`ws80t6}Z$by8jkMP>$5DLZ{L-TbWe|WRkwHM)6XgReY8$ z`%Kr(i0X!2V@(=d)0+gbZSXuer7GT~11os!6NlGq2UDP>{JRe~4|bNM0`ECXj7Z7$ z3aj+|Gke92>*1F0B^&KAOqutzlFZho&$nc#!?fk?>kXa*0B4pxk%KQ!fWaD}v>t(N z|G%=K*WqU0XU{ zlM@bqupmEdX!Q3D?kCJpIrnDUmW-gvt+Shi*6qkzzBQZ66&Yi!h6xPZ{_rH9CiBj0 zdb{6*48&N!K>6P9^Mr%}Rs6Oc={(LAkUZVE!QgGk&$&VPxC&&r$jC|F{D;NUP2N=~ z>j+X8DvU&$4=H<FJyV2oVeA51J<;UtKm!c9*f;G z)t0<{;WIizO2Dr!SL_!#+A20?grxxeYi3Doq#-W>x`Jfp@hM?SEU$3oFIz9zEDgeI zZQ2J-He3zv3IsK(tJu{OW+4Ik8ptH?`%q$Wu4FMwmb`f)6Sk3(KFZMDF}b5t_8s@7 z?+ke_4*sopKLc<%Ck2(ku?@K3FJh-d*3tK=bU_S>dQ8#b0pfCNq9||9I>i z{#=K-$BPot>&L1AVEd7rV~<7G&_@X^Q7;b@4l|osH0RR(kUBppMUtL2PUDfcVKTxq zQplMfGxs80mh+3n7!fV+Ljrc`b;<*Gx+pxe>}rZue|o?%mO*LXg-Ft^Z9 z@J-z}HFCv^E~*_ED=Y1c7W2PDZk4067a8T7>*X6=M*2p;X>gAfyfChB9s2<g zx~PO<9aN>W=KhO$XXhvAg@RLL}KAmk-UA3-Oq-XPHs z8(1jADf}^R+lAL!8VbV0I~-K=Yy)^C3DE@tVj3y)`q}=+0`Oa|r1W)nZ<<9dNn!?q z1>^H(m^ECX-Y7#pHgqnyFP{FnF9J7vMKuYBzOm$y*`JK3K~}E=7JIl*CtQ05Li#=w zyuJhc+y7w(GJ&%6$l?fxO=nShj@o8!H1fm_$i1iP(bq_E=dg3L2EmV**1SST*MmCXr0(E)Q-}Tjfmw6K?n=3x_UTrm~hf8)YOJa~I_tW^a z1-aNEl?1WwB_-V=WAHD+I8?kH{FY|y=bd@qpX;ygKLk@^ExdAi6P&eZVl-Kr^-8lr zR_fov<59EJD||l5WD*Rw>Ik8(jWh>|5Q6h(m9Lga2e_x?cb4`)Z>&Zhc1fA14RHav z?)yzP=%HZ&|A4%eAD302Z<~N4maz}gVtjYB>G*&iEU+OlKNseWu&fmwb^Ksdw6?+k z^@4*)i5`id7t4EAq}j%CYvKsCKOx6}&Jt{#f^gEcwaOiItVjCuse3*{x*7WX@9@)F zHhVJ^38vbkmT}Qxd-lDx1e{Ea>Vp>ZpNni#tHGYe$&z2mDy@PhvM&WmSxh;h9JJ52 z#nuG(ozQ^6AP!QTP?g^+^LYtnCZlOqV^j@fe+~#F6BXvjK!io+qc5U0+8l$Hn`TS^ zZ0}~s8p-%#$4R0xOhW!BHA-pVL)k9|42=gW#>z5H!#De)WDzJyOEzQ0mwlvGBv#@>oOtQ5C zD~ct;j_huu7uRyEi_o9y8b}%nS-GXfqB&(D=|g}uj{>q|K9XwnZ!)%h_>&xHPdV$3 z&x0Ei(7ae9GCQZiw8wZ!#HXIvl0PAuqvX8pVMK>iVqiwmTMJz{cgu4O9BKe`u^wbxWV_eHc9{r<(jVcdWG->t* zV_5tLB+v}o{=~)-@o1}SmUDW#X%WZS`UaZs@FRF@ei=G*7JpyArF>|pcF*R?z8O^# zPlLG~9q7Cs$xaA=I`#C4!lTW=K27wz5StCjAd|xrG613-;A2=MfW}>vSOpDJ+e1 zwUW(Zel0x{=bb9`rH%RVh8)=@>|e^jo!(%uIdNBbuY>7Mw-pd-c0+nrJ-D$LZsz~@ zPl^BlBtz0Py$<!DuaNrKRInXW#Lh*$Sd(M4t1FrjU^)S0Y zyx;4^JUk?Jc$PJEfp;^N06;du99r(oZ0t*hMz6V9ywz`UJw!8KiLBG#0J77x<9>Jt z>b>*Q-Z>|BEZ2rT|Ni&1pH&NVyLrTDfX@-bePXwSnJ=!Ae`HE}Lmoa5afOL%o^2di zOy3dZnkR#zSC$Y8LypIz{gU8!IDHf>)gTGyzx>H~OLM9b0RS&^{TRp9F{ z>haJ<;p}7F?SEsWNJP`kFV=#AHKQWCEWnqC$8S;%u2Kdrvg%VrW0t6zdPT25ctDmnQQ z+&?R!;hn!KhfHq1`DFd#bk?jXF~)DC3`m@5>>ACr5R;HeCW#=aECuU1N|f?}eWh!o}>KoirVA}+X`+=Ms*A`129s%v8Hf5SmN%I zjInujsX56j-f&=y`ATbOIq7zCvoz_4Pz~L;PKp0jkdLFj{0Nc&+-oM<<`|M z7X8Inn(naWp;XhJCwIt`LU|SP2F;SOhhECG6h@vnhxT)=U%a?iAhjozN1E)Y_ieBe zyazf0`(OT&)^DSC*GPU`j<*iLG@Kva@Tq(;nhC4^eSfjins6TG?D2_Bt*0D)jTZ6o@9k_GQIOZ%~j<8jZhS#+Y!c%g{7r-Z`9VUeYd>d+e85N zY>x^{xT8#aX>z$GQr)YVz&zN^qewp^J;>!AV(_kb%f>`-Y_SW^0*rJ-%nT5XGqVO^ zSf6rmv|z7##y*W`C(hsvkaYWQTud22e@ylrY3z%lKDkkn_)>-|FGhMCR0@FjT?(+( z&)j|{+Wulu4St=M|Yu+}Rhl z-oh`W#}phh?c?O!3QXw>{9ETH`c4$4fitRU9rdpM>COYm8o8u$DEl})#atUeR^T6> zD~0vCoT2@Al_d9{1VHoBY zcdSvmhbwlnJQ;ZOf=2*mv4lGEi!`t8-V+~FR5p+Bw?BdoHSavaU0OIQ8)>gfV^>)X z)?dMOc@iW&JqiyY_rE#cs}1l?k&7~ihdmPr(Vi}ClizFOe0Pd4_#&er?z|jQXFW^7 zw60TK`21b)Z)Cx$u|V2(slV{<#FMCOuD0XQov}ww^qa%ZDl8>nbqBE;HJ@f+lpcGPdxV!0IhFWK^FYX&l)`v+-$G2bp#oo%+N9MQV)V;kdm zv+J81yj9Njyhfe~LP9NQEL^{v)ZXb_J-Q5?3%*umAt80{(F7klEBaPl{A=CJ3Tl6M zbDPCnlUCfi*Raf0`_3`OxwN6}3AbxEE z+G`5B$X8j5x?g+gt<7>&@=0x@!*qRzVmd6sf)9vA-;-^K8x71k3d}XJUBR~(oWqTa z^H+t}i*y|i{;QEQycFrDq~LHS1vQc<8ukH#yKr>93OPKFDinaw$ z!6sohS__9D^msVypvp`^hUd6Vv5}Vmx%qsr>1(`q;;k#u73wmQi$gaGZf={ zL=2Fol*#*1xFyRsA_v}V5s@A;d?@f6dcD(3Aqw`(Rb2n~(wfH9BATE_#w1n`kqq#1 z0G^_#1L`4c>%MVMtBEA}@ghNf@;e*`7rZw16jKE>jUxcp9luR-mzwCJ9eOm3OyrTz z7+o8qoA0iIfL|B0T(1FwA)VP{zM;cZl+9tpKZYwU>6=bH8q%9M+vz4M1dHwdMj;ze|Qv47+ z)HqB)YzF2{ahu!jw4FktT3OI0^06WIpie|N8vpNHX+Ub--AhVp0OjD{faI=_Hprip zz*BSSufq+O8Z zx#k!fo?PXah_PzTZoW`tOd>h@r-=ODZL`;@x;0?LoRR=r+V-vR0XN%2qDOkp`&>G^ zBX5d3>#V+dr#z#S8xySG`zMXb{6FWv!FNj6Djw}IAG^tnvL)>dDfg0X z|AriYnBneMZ&nSX>S@P5%r2Dz3<6B~(O9sm+WUPO5iSr40w0sl)Oy9c-_zUvabcPh z5BLK3Yxnx=tWNj09+^{po)nQR$HmipyQaN={-Id12VzIKe1wxF*CCGslVlb3HCvTF zooL&O>$eAcKPl2tH3Zh=d6(m*JngOGQOMt@orK%A6S{Gp+eu# zfZzBl^(oa_DY3I)*)BqyEvkUtiV44!!%MFq(`ecnu(MR*3oI*e?cO%5UggjnWDAUz zdix~WDrKj~L~MNULX1&*Fxaw6=E68>uX^KA{zVc~ql@7>D|EY1YecSyDi9$*5m2)0v(N&m6s z(g$ABrJC~NV@g!#2D6I%cd~^RIya5#9}I~5Y&SfAHpKz;?mG&+!hMT^bcpt&$r+jU zMFhimdC{D|R@8l_2B9jc6Cd7}dZqPQi@o?dB-7Fh$0u${`&^boTrmTLxPM!0`Xkx< z7J8a&26NVyPXf78UNsd#hY1?$?^G9M$fK=g+uYe?yGb8*M9DogeUj=}g(Q&6YWGNlK(WP1>4#A(%(L;i0fcd})A zs=%bNJ}3&kSGB#SIJAls{g#t*ac3!R9hi%onzHcK^dVj zD0wBpalBr=h0dlBq-5N~q{tn`HS&E)u1xz3*^%l&EDtgJ&|kd$$(5zqdysb>YN*u& zE^}9QqHOmxWW_)N<(HHJ?aVk*m6D6X)o1F%>5bLvNvNkQGnQ(HtfzX=fE#tZy&u}f zh5q1S9^rT)rd7(_D{zaWJCe;F(uxmvaWx|1Hwme(1w5C_tN3gIcDP1-wp)RzDY@$2 zk{Xatw`iSZww;1mjJ{{gIg9>>vY+lydW_HWMnUg$YvOrw68Px)irl)QO`cd+H;>CH zokmbh^czL`o=tL?78z~IKjWcFlcRriVxn4ln>qiWQFX9CKqn*X<}2P^w;?DKnwq6d zlRRZi*92QVwr5sQ%Buai`_VEceYtrbzx$heXhg~m@O0s7Q)=-1e_oa%$(ER+EzeZ&QSj> zwyi=Q8q|jv+J>+a_F5k;vGEcBjgPQa(l5%D368{QJ(C78KHKo)tR{}HdT*ojZSq~i!XD~Jh%T*Dd+)07J1s5A<)`rhI%mv#|P8tz8wzl{41LSprOyQr=s zH$(UXZCCZa-OwX%(yUM1uA?Sku$zuG1W>6p)QBeQsK z+V>POD?3^o(8Q|qZ}NxOT^gi3pxonu`IGKSJnDIYYz5rY*Sd?M`+0b=tkEauBULy7 z&h6V=qS;DD-NQ~1KBt8Xkud@4p}Yib21$xTlSkpCM z(`P4Xh)a*hsru6z0<>;IYSBQRsxQaAHu0nHO1iHNFhDrI{h0l#+V^61HkZX)c(!)( ztlBaDz=lz`rp(npW4t!aBW~4vP6I*%n?b+?O?D$*9F6)Kc%~@IOW$EvSLtRmz7^T& zl8wRBgqg3MvExQKI~Ddp0n+GS6u`Kut76^s?yDjo^D~+ri0m7$nbxd`0mok+rkiVpK&+9IROK`zc2DcC6l*>+eZm8|JW2-r1oiJ9B zrQzH?UJPTiDh2i$<2r<~wuBbKv)Lro0_`a{uB+RN+| z72}U#&HIazQZ2M(J9SjAPArD_-YVUzgqy@dGu+-DTl&9on)V7Zz_91U4%9I`5Me!k zkj<1xeoYYEXkV$AQm2^-5OOMk&l1oBd#;6Y0gKL%E1$*Ckr9(uR2}I`L7Lb$}8%bFBh5j1lz1w2Yqb zC%`{M*m*XnkgH0P3+CoS13i+zb1;WpmFg$EM0Xoq9ucOK(d&KugKS4kn_@kP@RvZ$a#~vIZCs;-siV1>{h9T*m)vTn@`_Ma5pD4 zafrUJ6h|*8U{oL_*lAFB#wk*P@iz$&O zuHd@eRe_xI#ST(U7*Xg`?ymlMtNoM0Bx($~_;&tmz0Zweq(_$vQK?o&s@AY)OgdG9D>nt_xm_G32SL93I!?<&k09QA7!gpZ$b94Q zMK9Rf@V4^fUTeKFyS@d)rW^X13*6yW- z=&4m6^82di+C0a+J~U9Kc&%iMJIfc*%u~*!-;Fvi(3EqPEL3D)S&7Efy$-r&KS@oQ zyxdLAEp&8FiX$iq0EN$^?ruC$$+2bL&U2mz5PO#EMKAyRehm>~VPE`_$XcppDwWXN{F4Y2=Uuor(pr}i|!qDy9K9!83-443=3s5v>}md&{7Vlcd1g1cU)) zP@?&LDr<{h+3;gaxhDH2@u}wDpBEl!hJ?FLRjFJ?#PaWz2{h7rvMsR@Yc_nOBPWg| z)N^0(^_w+=Y_Y!Vh;Ue?UY<3ZylUfXZKUmX+DJ0)kYqvv|2cm&pt0z%bRw?e9jVEc z2x~h_y6p3JuI4ba1)TM-J6nS^#iV1&GMy`$3Gn$f_8dQe$qQ&TZ}50 z`^1nT%(Y^yKdb%};C`UaeHI@pM?|)e4AfA-V81&$tWOV>j%}tB3F|U$zBd>5T_KBg zoSbPkdQ%nk&Ux=VQ@wDxC6B;NOLNOKRWPh15AQX+DgK`ppgey6=fXY4q~sLau#3dP zXYtaSnwx&8&1d(fOC5JnD6g=iZMYcqm5tD>n?dG?5DW|p4dv-^*Jp9T`pNLCyMDK> z`#=?v1#6pbncr|^59Wx&LCZl;s5k9f5WWRxSZjanlCZxp&=}Pb(IJu)?X;bmYaU~9 z@;^e3v3JPorTIubt^A9jlLgS+`xAo8XuliL<2A(P)z8!vQ`*#J4NC}revMFz-Q+9{ z^fvX^dA7ZWsx-oq!}AWpR!l;9)A)jap*Yn*S-$!LjiM(hWV>4>abgp&2NplO)rQzY zKDx&e6m}+Di!8%l^LO6_Vf;aJgfGiD44X>K6va{;U#s%&I-3MF7$+Cw(yxV?;_|HsYi$~r++RQ$O zObK1TRVI46KWC=DuFVqZMHrc&NN;s9TL%d(5D}Q*2M~~suAERupJl;wZJ9BdHGhix zeJ`*Hh_RMZSm10N;FKz$k0mve47JGiXi-&^%83zsxC7f*@tPlAH90Nf2iHr}BQETzum ze@9QP41Y<%;K5qh2BWz(((cb*&iYTs_$j5>bkX8ppU`;GOwhJY4cUono2W!~o<=j8 zqHE-f@qxH6c`BrqM8c+QapukWm=7VOx3iv6Sq)+U5g+8VobGIrU#zSk6!mKIPccFo zkkm%KBta>|^(WWCS5NqdRUt<{=smAR5&4$3PLvAREjt2c7;NW%5vvtVy9bF(C8d{;kjLs^E!Q#J@<^pv^4b) z_M-T7;Pq3lPG9D=i+-jG6Pi1z$k=1Kh-xJBT8KH~?qw0riTB9S5?3ZI~Zg+Dx3kyzu)^o910b5=c>|L0I zP24pSPPU>|Zgs5D);|KAJ2EEBb@-DnpF&WhztQHd4cr#Q3Sy-8kPM_ImPT8Gx-$`{ zWdF4P)5INR_yH=Ml`RRMaqO_f@Ag`b-WTI9T6M{9N1nn zWL4|c?kBK#wggy_euGqQ>Yn80W�C=(g-t0^P{d3<;e_lH*_Jg~d!VtK1MiIIGI0 z6xI$K8!Hd8r`_kZ4W@_I*O>aw;1yd#M->=ks zqex~g`*s0W3cUZ*;8=q}Vfkq#U6V9dT@<y`1n%zl8Bllz~3pu z$kwJmu6=#)$LGTwpmo{GVw?6QS;Oe%Cwq6n@BREXPP*AHvu&9ky{T1cL!^)PF(#x*5>n<*t+dDjwJ=BB@`@Oy+ z*4oDm%ATVk;?(@vOgf8-2rQKE+5fnLw(bcPX)>COR#6f)GozBO@dexU(k)PM^4IJT z#nRks+OsE{rz5oSjSESBs%4OIe3_m`$C{VnIM9TXRZu{wXUwW;`kj)G;_XnRiUlM6 zha{u>x}{H5u=G0iramqNuh5a+IxX`YB{?eW_Al1P3_E8u597Z~#EVZO*}PVt{(Np8v znPq`-3wc{c#J1Q_sgQSt?-Bx<+p;Vj%)pa}h1D3Z-JXL^ACd~En$)(uZ)jGFTg1ay z0amUV-7P89v5XzQ8>1@H963C*^)qWRiXbZN8}pm6(!912Y*W*t7csJq@p<t^vOsP=`79o+E+pJrVM(RIO-xE6+LG(Z*lKHJzI<#VW zOn8mpXY!Aj?M+$@XjZ|jvdXbY43Bkp*Id)9+`vgv&Ll4r+CmwANIF42fVwcEVN+(ks&9AY5eYi-R<~s+sw-rDV|%dB%i9=_a1eYwveob zGYR41a_z$Tz;v1b@1fNx*T$`e$=+#F`v!_Pl*R2(k$gS2mFJb{wKa-HPF2I6@C0W@ zZA%FaAU#wfDq%(^7%Fs|^OOd3RHnh!N-bvO=qF2Twb>5=LZE|YDe1=}eNJJH^TaHR z$)&y5yc_sEgFbDpZ=Vz;CaMb9{cn%xvVP{oz$Sm7^;z4CB<^kge8iR68M0w^jd{f7 zzV}TdsP?;gWg+R#Hy~r#jVY7Y8efP z@jOhBCL`24$#Fe?7KQ5_3+n&{u{O!!_Yh7*4(DTuKGw{D608;I#A1TLKvTrxWDIFk z0hU0)|DVj5A+ zNn`jT>k?ngsK(b{RYgHZQwsr8>8_y0J>D5U1R3HxO>0wSxv%^i);3C#Ixb9sw*kf& z7DjeVe4pejXmPqN-BRxGh7VOy9IBUdIaVG<%2G2F4?SjAvl$L`k%xH5MsCj#^{k65 z8f_VN*?tzwk&n#(p{bo?XGN(SXNEE5?xr4InIQUgP!F3c_1nlMneM{Z@y7FM7u%t~kqZQOeJS+i+=%DZ}4pDGT z2%EHExl=L3#;k;~JY!N*9jcI*4bVwno-ub~eg6_BbxdOj98J>{cKn=?6aVWB4zbwDNU5ki;3ZN(~$_g&Ni#s}ORil;9%MLaWO?Ki5 zHEbRcyJ@HFbNY(8Q-P^7k!LGENrM$Uyy&JMQ9#Ox>KnT+A|d;P{@sSLo=?grXb7Z# zSE0>y$8$+Igp4IU#;sdmog)teHz-qdl;J7yz-QLZ+OsBxSf&&35)u*PoMg^R*!<;E zeIu?mu<>Tg5qt*xd+XwQ32anx59SI!f0C#RoLR^Z+V3NK&bany$7u1pJ+LO5=7UEC zL@~x&qc=ZM#NRub#llQ2=w&nQ8bo(THOMOkXqGT3&a~Zuh|b#!_o`INiw7Q-nPi6l zMrclOa6~Gm(Whm@1WPSSQ-i!%-z3nyW~}S|@9>uttFbERi3{tjYfR?*hdFtsM+s7bGuyde>d!PA%A_f^K3@=L-SU2y?7mD23ym~hJJMN8KEo@q2-ufy+mWQj_8 zV@^v6f(uG!Fd{w3RkmZTaO>Rw0ZHlitG55rB1ILpf*b|@KJ_qe+#26j-!HxD! z!EI9NM#3u0qGNu*rZv&p=ZY|P%0aMJ1_A0u*nQC3m}4O;MF0A6$S#q>+AEMU{E&oT9xj6<<^?oKIPCW5sDQRM z{(D!2e=~JMJNgfLMCUC#bGC?cU3L~DEJm4zmpKwOU6aW$8mTC$`Om>&N`^hP@jY9s zFC_n}eRA=DSns)V_jXK^H4-1%>H3}>MU{lgq|wq*-DORq%LNq6@z-;ur0p>Sk_VJJ&i zs#~BEH|bpjv-^gh%Pt82ES&nbewo4MHL=XF2wV2gR%=_F$FCp>zWL7{oKv)9S#@)p z-V1`2!3V9!G(qnXU0nv)qydHZMUUu%iy1RrHv>R%Vg; z9Lk}q0MX+(;N9B5fL*bO?*06YX_*~l(&6S#>@Ye=#)Yk3N&Y-?%VsfrKpjKcBS z!e!dx2ee%MS9lyJNUx!OF{)bGZ%GD;jk%Ugw188e!lv+dT+ zzY?gK&@#2MBD=A$$7j3f&nn@6P};&PMCIyAD`4>(-NNzU#TcgNBe|U&s8u$hE#Y%+ zQfJOvUsxSshx-Icv+`L{$!{J9wgPlpa{5I&{U(M<=DRR{k7;9nMX?NlfGIAuUONhz zroNk`rvcO27SUZ*)`k$%cQ&ILcnhYkg>F)`u2}S)PF7;C@o)~>5`BVKu+!#J z)*R_KXs=Iu-R+8~c9F51p<50i=?Apn!(O@?$yZ2>(eyQ?$9l_KW_3jMH}k{?=@QBP z`z;IH+?BjZ`A;yMcs;vM5w{nG1hD&cF5T*Vr{k%PUTcRPCW}$IKt0 z(D-Z#_k&!ww9Qb=1-!DGG587mg`p2PED$ky8Ocje`<$tkC)BX$8 z3G>jl@+#?72fKxPFwkJoi?=%6=q7zgbJ6NNHumh=G)wPheJVdL^V2+%6muCeU58(I zu!4;$&_#yHf!lx*^BUGJ^9=L{Zb}ir5eWF=e;lwIcV$vq>DzKLB1)98uyw4CYjJWF zPj?{3^B9^zjDT1kGNNg$igGkw3N^ckuM1&g`cu zT0(!aMW$I%V&%&=z4$A|X2xkMWc43>FB?on8i_8q#~sijdZ$fuLC}SuS~!-3Nq{b` zS}b=rg9mbxIO|>=Y*tv09Phi6zSxQDD8h+Z=`=m7!dD#|bsz{mu*Wmo+vWYL~gAf>I2~jr6 z(=$u|5O(8Ch>ysyt2ZN3M864`n^W!T7!JQ`XbCE1%xOD0t;tDz2V%ghmP#Gak`tKp zzWzf^tBC^NgXl2~Zs3~3_EN4oY^zH3Ff@-WFD`V16yjaC+pgKTI!PYHs$IuZ6EVL{ zBnEmZ<#@g~V-QX4+DmPt_(-34(vWGkhX|hf_eU`E;q0O2-@i~J7kBb(i0OWpI6c5y=^ zIRr0t95^kFeo@Q_H_))SR-U4J`O5H$8+pd;u5s?JedIocIV8E``}ad%d~A%Y812XB zKV9RSfQJpYh^*utUm+%iKav|}Xl;sJDYI;J3YR6i!5to&yj4f?TF&j>{MiiNtI&!a z)W?Z8t+|)~PsF}a{BK^cr3g}D0}J;G3DO2rkEt)jC|c`$V^gh*_*7fcGLv!KgQ%0H z>aW*irhbsoc>Gbi=R@A-t@0>yt#Uu6zJWrQ3blq>uk8fl3A^p zj|G-rtST<=SF`TYF=wvG_;e3OKGN}#cM1N*EP|tcom+3k#mV@4O`&PZqc0+OaXIU2I=an%h78DTQ8cP1+Mu?(vAXP(k!=Ix7l`?@pmm^ zd=W6i)W(OM&LiALEEQoLty9~|DBp!nryLE?wT|~Arkk`ps&ICQjq$&Z%U%tlP%goSS?6+wqM_io^t9u~M z5+^ppIx9v+W{CW0<_bKQHzckCO<&2O6*b4c$KAULUBpF}FUy*=OHWMU34>ttWum-rZc_swimZo?e5@@oXG>M79X{S2v}g&$F^|ABlK5|c-)lJ=ioF+dHt=Tud6 zjp_!Cs#@RO9M9Ha_`|TT0sbowqCrv*hL7fHk|&Wok5ik&qB3+ST>#}UGY1QE#jRRf zCuA|-}~w7@g>1D z`TMv-{FRYr?Z>E<6dj~@QkGm^bQ;l#vy+=Kc_Xc-xWIldvh3rI=g5)T*3J(dBUSrX zT(~mz(O0b^cKWT-ybl#n2qP^ia&Xs_U>;4nI{-b}3`muMbh+7tUL z*7|sxEww)iKlih$Bc^y#nMf&(mzk-1#dH~3E%xR0A5OVp&rgVF^I<CYpZd59ATS=cX$3z*lP{SaYKW0gEpsT_Wby zwZ(hcT`en+2Ce57hcw01UW9?X);4jGGq=HxrZ4*PU^uAOd_b! z#|lGjExHVzlY})lqRa6FDGaNIHL_h|^&7yQpLPmK1;jS|0IwW)pPG?P?tL&^tvbf(Fhi*71~eR3b_#8(JM?eLonT~uij=6 zKOD3fQ_KVS!k)YCqCypj13YK@>(mxExPE7DCbo=l$&M{^7w@RJOKKG~l)~8BsKVnI ztv(v(VPziL?*3}iTTL03FC+bZ{{TC%n6B`)yer( z7U`mA{~2cU3l62eMH0lDPsP---cWEkf%A3 z{3ZxtYei162S*G%X|h5WdD*VUI3tseYY59%i;I?y<^O8y&0nqytDHZbk&|+OD!X`d zw5_mL+c2{_Rj&nry~5Istea6yLv@51IW!8&q)(Pj_8=9xr8o$3jpl$t+n!3MFiQ1=otBY z)=?^%ZH7ub>8sZ)_+kGKEKBxsa<1|c1cUoIieDZ7sDl1a3s41#n$q2K-xy2RHu?2V z;{Wxu@NE7IVDg=B=I5JvV~M$!b|6RwdU4D(GoWT1v{qKr({|Nd`Qr5}EMPc`iIKJb z%HmRamJ{RoR)`z7(NMz}`}Q|wLmi&?@(yKxZq*NBtsy8<;=Ru$HwRM6wzYfsz$P_Y zm0)i{SCRGAz+7(28!cBwzg;OA<5_Z5z}{2gK_WJBv+yinn+LJ`U@!}ZR}e)PPbI>$ zxFLbQ@_d|sazdYH0$N(IE`eNylCOW5gj;wNwTR%g^%c8n9ac6=)d@2lJNEgBLyV8} z7i?K~MPR0?76f^_SS+hcfuZ@pc8X|jbkp1X1Tb}UL+&IJ#L*XQD4_YqUe?g%&qS5W z0rT#+kQz1&L4jPO2S=LK{>xunXmpCbR6R=6z+1BkD;He6iaBqy0Rr8)ijSc1`y`KI z?rRU;kT&=o+;j_V)`5$%<#W_W(aF@8IRP1=O?ZyZbL(DLS7IUb^^FnUky2|hYjn>u z2{N;c{pF~{=~i;^{&%RSwV8P+Yhs~^ZM!p09tWnkqBU)NfrwKI!)84Bi8hZZ+BO68 zrUtNg$}9<6htAWT>nD?`#GuAT&y3PBW<%)lW9vFnP6Z<-%EI+e&UE-~?e8TIXk2>g zKLUO@Gv{BuDbim-{>^q~8dw)zD0LE&&a*9_zX13~-asDF9L6$p9=*Tc4dw4VN7=X120OlJ^`~nk3Ko^DzXK#L|zYn+;uP|~rzU^95FM@$< z1Nr}|LqD~anz7|iB}NE?>DZngmpQ3gAqSAt&P}Itse9$MSyxt9y~Ti7R1-!Ms@YUh zYwdBToeOFB*!ZvpS%DBTXOjTjYW4%eO|0NoV`T+>oO|FuO|-D5ST{XFqxo=#Ll6}S z+=c*OT`soJAf=TMYwesfp#HTebt;n(A34&a_ zdAy1Je=S%Kk}%@!e_pQiCz~6kQ6|o|TWrjlMfC@gfUEpPhMx<^yXyWjQq*w(nVE>c z5!Z3u%vg=|k^%a0(7*PNBx*7-USiQv>K94hsGhdOf`r(;a~R_p5}o9=7SKo*1E!h? zZ4`otH0(Bz)f*2E6^sy1@5=pfP*_VydnmresktU-VX%Ztqp(>>TA|o2@WiiophMox z6XSJ^ur+$>(wSQGIg*7+g>?VO6zYg`Mdl`(yGN$o`kH&N7`94P#7%jT?y3I;kmPFU zUd3YFSSwbZe$Zp0{tMN75kmwgA@@HCfh}5;wN_u7#W8zQQ;u9 z#cvOgU{_ixkb8{{8}ZtB3TIIrjej^_%QWz|+-HSZEi8gn$Gs%`AU&it%WZvP9{xOr zHh^X*P(8-h`Od0_nl&n&(ppcJNiY^#`&@`>C-3!gKwSO##qN(J1XY6KOYr1^;d?^^ zKOUN>joSVuQ1E1X@aGLfLXYL7F_HJ02=6)YL!aP`_negs*N&uqnkdh+YA56|tczBg zGZ7NB^42Z;mt&!Q9!?&s4MS=SOb2^lKb{vVcy(%ul1is@Ilr*<^5?c4+I~@rKQOfq z-Vg-?4{qfyX`&X26XF=!&bJhHYD_BE{4-8T%09Ync+Gyzkt+Sgb@FELlh<*1ZQ)s| z?3WYeLq%nB`fcr;kM5N-XeB>?Ak;~D?``klbC&*J&0V>>NN(MK5ALk%QM`C$cN`7H zL&I%IE4}JG)i)$uoG_tSBC!CNGQlG!-zb+g*!q5EBZxx%BOK^sPo1K8YK zt4!49oR7^_lvn*QhS9p*N4b!hBW=ix(sTJ{h=tUA2-l9#F6T)1F)f>T; ziP6If`15JuX&lSG0X2DpkOhg*0slv4!ml_ILRZl<{y*e`EhV3SqKZmO^&1l0t+v78 zeI2F0JA?ZHssn`yK6p)6?L9WjlkfE;rS5bS!8fN|BJjZp##?L(y!Zd=b;#m(pIBXp zL_)T0O1TY`s#<&Mb^qiz@3omCc6J*X8rH_wr{|kOy(YRZx*Y%v3421?-{5K$$lms9 z-9#R@WLdN@IKJYzkkoNpjsl)mwW21JKpRsOid?ldV#B5*?MImsOS#d(U(#I>kRG3t zZZLcb-!&Mk%hmV$ykf&GO9nfBUzbZZmc3{f?PXVeW?|u34c!d!&CLP7k@wT7PMb_~ z=dQvae^*xjlJ^m&x+b)Ije)f`_I^V*thlE%Yd#1F+|*v+K35dCfTOtQFiX*%lruQw z=K9*WYf@P*D52MeZ&ih^L1(Z?(fq)HUmpS*H|^MZ`CgAmUufPTbewX_9`0x5O4Bg~LbjQIi! z+aCju+qb&eZDfCQ{8n}u8X+~RQJ}TEq8YuU2Lpjjoti+IQj`|eG z5T44)QUL{Y-GXTaTbX$^at7*1qb#C+0BQw35=8G#0j6*kgR(3`pgPi#JKHMT`=?E= zT%G!SFV(N^C@cA?9DW{!KN-aY#`j6- zz9EGQ^(O-={S^!CEQf$6Yk7=2Wz=>AOyg+=z-93dvu5%#OA#SfocOU3A*y@%*6ru> zY_BO;8$-(Hb@(X?Ap1@<4fv|ti`z>Drtjf$+IutCi)pnzh_5#B9^eIVW-0t~TzWOnorV0=Dtoh181}HXXE{d4XP2)Tr z6rb-rj3<|8#6mzD;X?$VYVj9lPrZ{*_|X8Jc0xkT;#i^gFzqq4)CplWB8zyr-#p-Z zWhodPBfM2NOC;ElNwp&~^{lN3K&Ft(wC6wC({=oi$z4IJZ(WG?? zA&idu`8Ovw>5$+=)ihPTI1E)2s}Sy6qdaO`-hB^y=LCEC4t{%eqx6-2d(z9#H0#p8 zEil)viV~VRf4^;-*c<7p-GudsoFdlN6738F%#%!Xv$FU1hS?G6y!eVN5sH zywTkMjv)*o1z~PgCO}Thp4T~q?N>QZ)Mw2%Nfm$U_@7%If7noKh(C?u;OI7}U92F8 z-GZ+qi4ONQ9z1;Acv}#~pP!pQuQiAqp*8N(Tw!bF2Nzf-mFDwg;lXyWKA)rFyW`S} z4*r<3`KTjJQ~gI^#9gN%OI-*iZ#CLo$s+MB)cW;}&%q9MUQ|~Qi3HQnX>FuyN0ul; ztO$Wl$?98dk}V9hVR0>2(Wov(CGyo?Qqv!BZfSFj_Tj9U;Z`HkLhO+osf5k)k)UPE z{ZQww>)#ftTTfkgkN@fVDQoL;uRbGaPdZYR-`>1Q$zNEa^2$GkHi;NLri}!`(Kkm3 z^D{*LP;bg}|Ib2QOY7qCnycV?yic51gzC4eACPsjRc#Od+$Md*jJUurK6qjw*{%!n z4A;B=BS4M*@1W^-5|-L>pE~+PQ_0m8^cUyF6wEdNwo#kWL@{Pm_#(rHhfo@~3!gms zBvBT!Flx)T%tJ3P*Fh_1N^#Q25iCrfH5^%n7JLr(vs8XHc_xmdpSghF=(33_`RVz` zUpf(9z$r$p)JJv5d_JYPuhs|5Y48ViNl+zlkr#8fr6!C&<8y`2_h*bvo=OgTqdsY( zvxZcrZ(1j9%Aiv0)Z=9?P~}Na_`Ljp=dQu-&9w`nxJam+8u@6w-I(5NLuv1Dx9X=# z*#IJ(j$G%Ri7TQd?!6g|t+Cp*E1mqMEtJMbm)tka>UH=Y5`foxrbpX4#rlj~FY7pU za`U<>)6t1s@&{SUoZI)fiU=stQjZL-6C`w}^inW$Q8om%5-`zp`3+l!zPCl8!TU_b zC41kY(hW8ZxMMGQw`(2D3DA%XxGfC*Im#Zun1F(5S7J1cr~kbNNps=vetMs$3rVa< z$8PJ6&x~2x*}2P#A4IOuIAk&F!CG-#Ku{t`Vj+#xE|7bZW18P805v7E=iaJ{kSEAs z^D+96WO{U?o6bDK#7J^C#43h+aFAj&d{{qzJey?s+D_A_O*2nsxQ(T_G^h2s;?Pr4YH`fVEe=qWg67HddvRa#}o!E7b zgsbYR2$)woJ!HGYv1AIy#@qbM3$hey6}5lIu%lREJHJe~6boEw-PDW;q;bys zwLfmA7W$P@+V5g%TG-MC@>6(1JYO4Qa>jwhGNb7012z(>C{N$rwMS{S7J)dJx5d%h zHNgs}psuocrLsT&}4CZFSKkWfg}w<_#cm)n8h)zGn_E)?ThAKZ4zjP~49upDX} zsmQ&f}j9ZZJu&JAT*o?1jA4r;rFza+Le1DFM=leuga17;7MSQ+LE)!cjz+S4v2 z>!XU05d|Hf-RqOEZMoz-mGzk2C1Q(7+=gt|6KY8Rak0EJujv2ByiTV{pyHpzlqk$fcrkzYe6zjbumO*&wClOcb$C%} zQC%7=h!Zqh3!&tBQ2*>gG-pYDX&vSNjtz^}JIP>;=Gi-9-P2MGieBwE&4pCN$+bm` z<#!!atp`_}pJd&Xtn7RUl#8{(AOySFA9mndDd#ZK#ms|_eL4Qe2{GtQHpO=;bnjp` z)(0T{&(%+7L!P&fElfHJVt6(1w_l!S6kW#dlYZL-N68XGZl2nzHGcPzu)QIA`LV*2 z9@C71BX<7OmCyL!s*}R-o1gj&lH`0B^5?a@6I}(HmNk@HDrIYA6+TpiymT;$Bwquw zGUMa;4%*Dzn@9G&nvXdZ;zG-j&$Dg>=xD2)a*~G~+I|4??(=b%77m9lzLj_xK(zp; z+FULFjLK|On6K0!F4cFu6j7avAneDOqVI;^bFaFQW{^$n+sXI~As$LI;)|_0Ua@zC z<4tF12FtBufvUbdhNwpA)wg(naGe90Fu^?Og27;*$G#M9gcT{y;0BZNsxE=}|5u*+4$8UB|lh67AeY-Q=}x zAJb5#x;tm*)lI%R6MxlTnE&Vk!+zd&x8mLSVbcHd5($EO%WUsFdF-}38#->zy|;EG zt@C!N0+zR5HPt-AhPoQ*at)Qd)GZK;uXL@F`TR$|JW`e ziQd>Pm0nTXRS%Di4xY^;_aqAC`E1JKHo(lv{oWU1ff`7vKh%Ai?Y*4OwN2jRd;P>X z-@xl6D@=9=tL0`6SwUFC__bcSFc7;*fUXQKpD)UF#P&gvk_GirZWSpn!Q~W*2!CLc zOln5>s(xM-g97PJ@u4g3zsSD#V-n?+=!v{Wu`^?*{~-C=s4hVh!IDByhI>N>F^k|D zszCQ$W19Fy7&{h_D#v7a>D*^NRpQfL1)~jS>Pjoui+x#%v|x$zoWtMHW(Wg3ERU!W zv)m=Ce>`U^8b!yubNbEyU0Y|LaFn*z*SYI2af%$PYzb;{RVR}A$sW3SJW9N4O-tWG zaKmcOIddb)8Bloz!4g&KELnwlM<-xhKno+Q$vPxYr_OoZKvPiVPJ==>y zAm$M+lwX#c^gm<{Ii zBqBy3Wao5_N2T8FH!{svC1TK4(i+9-=2rx$Al`p@!grrV(EofEh@+P#-R>0?3Cdl~ ze+S&zvBl9elj}eAS_k91{hjYug0n;QUS;zkQrrE$01eh&1fMLxkO1d4FEYLtP;t%{H~wi7;Y0pydv;W)B%n~aT^-2mTP_z# zug566vYL4+gXbf{I#dy2mOb;VXd+@AFGK1i7mWDqBCdhiG=5Y2VmaKGcJ;} zi+_OIl*osHB+dGrG*r%x3(>2~NydB(FOK?k@jYCe4KPRgGse2EN}cL(${fQGe}RWR z#0{3PI)*EMnDkHAUTk&G@fM`t&kVw@2XtpYMV!35Y$Q(>GZ{ z-o43C6{J*vSmsk{JtMbK8yYGdc`BDV4d!^AI#G;$T+?3&(Kor5%#%^US*sP=E-3dN zk)s{#5}w_~0KW_I?K*ti&l+_&K@yiya_6}AgS1PL`)tCj6c^py`D1=MfWO3(_Zcn3 z-wf$&*rCfR$N*#$kW1!n^igOWOz6>ko_WV^ds-t{LaU3&F?dxsvYhbJMH_RJ45n?} z&&pYM`L{gYaZSdNQh?souU-v6HktODW!2VV$f4I~1+9B3IRqOVF2{|>qd#Dy-tB<^ za#a3OL@j3$DaNms?z=t=neXp)Y1?ug(B<@~*??@>xKGsSmklp+ff?ujM*4Ps`>RR6 zh7@|rb@u&V7gniP-=?tf{-1MFz^7ET+UsDG)6Kd$!Z_VGb(M4(If0%aT!p$A#$+X( zPeI}gRt~Z~JK)|ujC86%3IPYY(g?*oee}Pvg|yE9rqgbX5P%GZ6Ks5g=eQ12O~PLs zLH=BYs$x~&@)I)LYtUjAPu=~$3HQu@)Oh^FP?Sp-VY+^Pf#%C&ziGreUEWySiZkO#~e^vv_qG|YCQ8eJixJFFvUPD63xTVhn5*xcvpUqqT&^6Isp zV-6DV?;$t+3VQ*P;;~WjYC{$t)9uw}RVKu%rO0Y~9$o)*s11e>V>ygh&i+VKKZUWf z94ff$v&;CfVj*Vp^hfiwf6GZZYU{cyI%hz(*;<^6&eA72+o_d}T$MW=c_p`7c@j?! zSl!?{a z2y_KL_NU*}qO_3+y){u>;u_}BeFfG91FOdbR>ik8|3YsIyR3w6mQiJ$N`F#xNe^2c z8`R}gySx*sLcV%>RFApT&u9HtghC~o^~q~AjW2P@^`4Ki*=wOU@hxK%TY_yj%rsw zaDd!~cVy>|Jr~l3k_&<{{2opU)5NNTaA^RItDGS2~=Z8Fe8BF`%4!GE4Lzy)k1iquG_abjw^5De3#CoPtE= z2jglB{_}kA#D2nKzo2amo(%vvIorhm}L$n=(?NQyfG5j>1xPi|#EG zRw>1CvSjeP{*Ic!Rd0+_N=K>bzj=c6ovhgL>raMRT|1vuQgaaQv5!oPT5j?;W#Z5p zRBfl;ZU&!I2L20SQ&Q^A2`?a_ylu9ZNGVfnla=~?OUbs-!6OGMtM$)0bBo7+*3?o4 z5;BQ^@_jF4Wu+}$sud}1)AWY>HLr-1??e?{cz&y+_C^qsSou!TWohIWL_!Y5`tZ4k zo~Cao?AdzAy#u=Z|H#mXV5)hGZBP#bybntUBD&cujT?zA@zKBXX}I;E>U}B2SY^uR zapT3rz%`U3`|GqZzR$(umZFplR{qdfM`7G?{CBJ98r6!V4TD`0R@4UskyoM#GGyHA zsmO0Vk}OQn*Iw%PeUJf@;j3!NQWT)h1#TyA@+wYO&9rKvyHk=jR_jI z)p98PB~SDp>oC>T&1+u2c4?9|7p+|hFxx_T}KSCn#_eIebw6LRgK;CN7x8+`V@ z4{c-VMP&KakB+L|Y5T=4L##Q%9pbStYp=sV`9%3tO#546PPyQsB029=6f42TTllr~ z1dJX9gqcIjUHb7P(9O-#c%ceP5gf2C6tI&XaZ|Jk7(Z#WYC638Yq-1Px^!&{=wMFt z79RfSZ)6yKvrL95FP80~n1^i6X^vT*6=>Dw}yd+5F(j*OkibGJ>sL#IhC`3_s_LAS_7tb zwWqF!1+RXde??hI+rrrpr!9Y4v>L7m&DCZ7dGeC+XQaAPf(ND1>@ zHbXrb?J+%VOFaL#eE9gE8Uf@k9a2&2_d5hJC@F=?a6bM^DS_=8Y`edp-EaPjOa;>{ z5LOmN6D638YrabD%9a$Joc$@k5ep&TLdIR6Mn$uty(y@Y0+87$!L&CAHG&7qp%3W)>4UD#4k3!2#yt za{JcLT-~WEU(OfZRI;f3Mp>*wraq%6X7r@18nwVejR@=t5_6Zsi#>~lv~MmY%k|lI z<=)Y3PFw`Ab`Gzd3!cqqxv}PocB-OrQzh(|Vne~v{dT9ZsW44%w)CA+mnp+It6j-( zBvnuI)dT~2^r7dGymE)PVAD)RK*2jqcmvvULZ4T1y*B+OAW*xcOP%hsRwM^tJH8XM zag$(F20f_vwj6eEXbc;#t9G6sOW*$r}>!PiK~bNCElMIi07s z9jERsp1KV|dU|?;)qE-RYzDUvsNNGfpVE0*PIFqU;<}fRsUW_W-SW-~Pe?~O(qDLr zOornWuo(fWHV+=7SOjSEOlXI^gP6HT$I7v?D8UqC2csL-_)8P_wMA0+i~KG+Z{HClgtm{92SbMoN;ua2mjgs9B{DBd zW{+hxFCCc#yCp3ic;$3TLZw#i7M4&Vw+}pQ(vl=b6PV=4E?^1}b~kP21TNHDv%Ur3 zPr=wJ?8!pkZ`3$*!wAUgxg3Hd!0POgML8rHyA=9}m=XVVt;$z`@|| zodYqOBQeU%6q#x*q(6rbzI?3D%g2^Kz?lcv{K-+=AH#%RjY}0o&Y1C8%^ttqZJU7{ zTjT!6ll)G1c*FR=I{;xmIrDed^19m415M_{B?s2!Mf{Yl^dCT3iO=zhNI^|R8ZD)C z9OGk5^K9@ioK*%zOs*qqd>0CCR=ws~ZPE98PiThR?*2Q6%0;G)fG){K;(_oWTFx@? zK+sNW%7A7e0tNkvNBLn#Q1K(0b>4g}o1{!GTAR zmmk3~Ofg+Dccc1byT-Kuq&)nyKQL<3^s3FZpUwOjs9Nh)q6A-Bh;^ZcJDME!R~VsX zk4&Tgy<}&ngtc<7wHvIx^aBX$a8RhcBS%TZn>~I_&ZrxjI;vQ_P;xHjSWv($!P3Vb zE>lodzWa(*$Xun(LVfkR|J+gXH(K~8N>A#SqLCCFz`?H~PtIV=*Z0P5eP&0XK$!nA zVHRh7D!N*HUT6D!#?G=V;_TnNzy&GA!Kvf8*jb&36dqR;JzN(0~sij4>(n}mA4VtZnTLoA3i#zUIzL~RPBf9|s= z1q^dkOxLo6Y#xpZo5_A~F9(-5b;f|rYnB(01k!ateQg?%oasNh(fpt7a;|Jlan)A5 zNZ1nn!yObCg4H?8+<%%S#HF)V+1YP;i5x80m`zTZahsrl{>Z#F8pY7;PSJ9Mh^4*K7` zly13?l+MC8Q0rdPA3Nm;DKpWRG^@9P!Cvc0fRP>lB2S~)f#Qds^EThftXK!Wj$m+3 z*3`UvZ2aQ0A-j5=4}D(_t%l(l3mdkzxH#7SiR1;7A~jGaG$TDU9;4dG5iQ%rdXmx+ z!qvb|;wgOqFNNNXUkwA$eRDG$&}$9&MC%-VQsG)LN(gejI{;zTuad9dl+k>KzxT{t z!B9@DoQu`a`CbZ@@|gM~9RcqAPCZ7>cTH@o_PE9l*2tV-YEf~HdV5b?xw|wSs2&)H zScSq7NwrZSFX%lReXFF>dIIC1^u&1^+|ZTQr_DVOrLkYNq zEICi@3v0@rWw+~jLBez^x^9lhaVnf#AZMYI0~gH_*ud@4BN*gd!|kpN$*!rfikx--vYh;b-6<@B$UWCK`4PqG<>ocaz{x!9Nd?AwMF1=`G(~3C z#a``1Xh?>j@qrogc>}rS!wMadaYpZ|#}sghY%w3Pl~_($(B+4Rdl}s(xhI?-VLS*e zIb}snCx?C)mcg|15KBukd6dn#vXb6GsJKeFR30i%L{HD|pjAqO#zR%q>Ld+X!4tBA zF%$=Sd&pOzGSKC}SmY=%^q>d+`VpQKzb{%X16Xb}O^WiAfxcHw&0J?Y} zhrx-WXdpLV9jJtp>OR|OlRQ)TpB2xHLENfNy@@voxfhU?o-&!&K4qG(`e6nMAfd<7 zONS`kjP{7TEkvYUOpy@G-i{Hegj0 z&G|Gi20DNmg@WS$##5&nA9m_J1At>idaJPZ=FFwa$%LZMs~!`t%JR8c-HfR zK~U^hxnS7hNr!Zh$LS%2%|4N(Nvt;h2m04(TOw>e^D4js|3Qu*cb4FIEhSo<^y4Rj zW!1f8Unln-L~r#`fr6IQIU2a;wuIt7kIF99s~;dqi@9oxnCrqkZl$~g)sd#7eKKP& z#@nM#iB2PP=V@7_qo$LqOjd3+N&Zi1GH=n8dxjoZ%2kK_Mp{qy*V*>z%dskO@`rFR zP&KxU0kezj-U+R(4C0_wY^oy?yA6rqlGaq{M}Z^px81wC9Nzf>q6b~nR6g%DSX*cx zo0KbM;Pz#QCE>Q4)gmU`xdSt8)r!tHL|0=_8$ZEf^>o7|kHF$v5)z7VXk*F4$7~Iy zol3x>V9Z%Z1B4i^V9pMe0%P0qYFA1Q^-Uz}%1^0txR>-jViyW+I=@X8bmhZq-0{B) zmC3bCI-YdzGO8$8CZmRaIANR-d|m`P>6p?8(ahAox~4XK@xbYaix*DC$s_8nlK0xR zGj{ae{~7$~-|4j9Ce^76MYV(rj7eDKyVtrj+Qqz`B&~DyUsP2J7^neWG&&awI?VO- zJ0{?`A|fas(oqIPw*=8NX3$i&YCSSxsJv(-V~JhC3Tp9fc(vX+h@@Htbq2>e&eCqF zCdN+f^)62r<#>I-1|GjKj>ymsxxLB`XvRn&vhFOjMcmPe)zN+h7qOzv7pjQv`PnEDzZ$Mx3Tdhn?}vc zEDkDFRuwDqUoI$8A5+@nRHwy9sa8BcQ*}T=1sXH=rg@&vqrSG7e2>szxYfKbiIvP9 z@|D($c2GBTBXw1=h8xITXzC-Fk}r#fw^nx&8@<#m)6See7Uadad>bR)eONYbZ*7dw zToTKD z&ZtktA)AA?#b47j`YT|s%D%ze7mN#AUYQ^KD+)rc+!=m_6=8nPUc1N;PGfMxiD;O- zO2lI&qL_2P+mt#Z$}!OMI=tbD?^Mz4_Zm{d1hsivDTV?qK~Q^PvRFYm2&J$!_f z)Y#j>yT_F$eYnG<&ryW8h0b1h&V(?H?;X@GYL$dxJDsAo=1$R|3A7?9?IypHq~W3V6OZ6=|~q}A}x z>+rQxEfw>@g*%4|jd_=9cf4>G!?$qxT}|wtr0#=M?J=JC*lPv@n?$gGJ*4z($i9q; zoJUW`HGTi3CJYyG2sDntK`LT~BrZ#e$d7zjmm$UrL~@P@#^u*Ld6PE!pxu*^+e4)C zG}-5-6s=}@U+KGtX7)52TKrTPEcZRk+$x`Qf%xfRr7MngZ>{gnXI@Ps{>l)9`5WKb zz2j1%iGot8>CAiI#z-X^PhOZg@go2<72_;PM(;kQ-<_Dk_PfD5cs+NFziHdIl|U7U z_x1t2pGWma@hSNLi~4UUP^aLiWo|GTPBp~3F{iU3MmJ=gUa}x%?0^f(K0f0Jc-1D9 z_oeKkF&Z=~BkAiJZFA=I8@M>_UTW`#z2>JNs`6}EGOTg_iMmsxqWDi_qf_RruHs&3 zTe@qk84IaATI(DsSJ#W|FZsE(L?sm}2DTM*V||Ww{Y0!-8YZQ2 zz|)uPh`4W+TqTEh7Z^fuZOIP+8$*6=D14f zB<^bN7W;@(b~vqz=qaNsa<6Q5*XEqgD(@@GD6LsK|KwGAKWC}NW-3>U<*Z4s_2YJX%c+p}StPKWk>fLH+Ggt}>0d#he1J%c*RwB5krxt*l@+vkaRtovrmp zTO6yEy9DC{&!gyGFoRDyCKj=YNHxEW{t3w`>#n~`R%24sO@iIsS7rt&gd7clHP)un zQ`6chJFebJ7ux7t@d_7TuakwlJZ-y!@WRir5;o~qruhm}JnvZLcawCt;cDBgP()AN zs+$xq^-y*6XAQjvDXpF)wbhSsTq_wbu>yy)PRb6hTe9>az~tGI;AW+^H) zDK1JO8LfP%Du%)PEIIgtT7NG|#y6Rp8@#lz^?xA-X2qrRCJ>;DzSo!fR!dyNEwNJLMys9EuKQd=*%+&LCp{HQ7X)q*?2S2d%PMqly}DJaRb zPTZ|U3q6!cxm{rBg^SP#XO&2xI5N$56?z#<+t34&V`8xe>&nSZmu=b9rjOLVRO9>c zVgfQUF~7yI{A$3H%gDQHUL+hIZyf0$z5A@oAl z%u`-Rut_cb^SfE<4`e&NypuIqneLN%yyF5ZjJgnA_^pFgBY;f1rBVSP_i;HHk8gMq zyujzDl!apH%PLMODV=I7aNGea<-Q|cBwm89aM70ZW-X>cjVX*fHbSCA=Qrx~BsX|~ z|3iaAT`D=!&l+!`R%)bot4N1IgLP1g1a||bkl^~v4|`k*>T*z{?v*x4g=KTN`1Ee@ z`XAaonR>*;{p?HL}~Bm1@H6VK5B9HITWku@`MDibZg!#gFb-Zrt1)>uFrCZov{k!gAz8qz5kw)Di%5x- z=857(XCB1LHTg3OM_S=$#|03rP}XI6Qah?X_& zcvkL_{F^FA5RDVQ*)=qFkT&P=<-QP=)9=S~4y4n;)!n}t?uF&5)YFWjJ=$x6)2?yI zU*>XdI26)4qFt?|_HlZyhZTc7*&(Uh0cP370e+F`>ZxRlLHU~E!>)W=>=ML4^tsRW zg8K;jVv9Ix0ha0H_cexD_;qLMHQh4{siVQxH@Mt|Edg`(M0(u`s~s9Ta{q0Ko|0)f z1YDW%I`NP6Bne6n!yB|~ch(U6&GAs-o(iM9zP(dHt4;o+#;{)9ZoVH>g4H4AkbX+{ z>-xBHoDzk9)3)%?LhY-Nijx8U1tJ!68+!j}1UKgU@7}UAMH39V@c)*vwJw=BHwAYb z@5%nw6OU;@bm4DJ8Xl3K3MRd2lcMAhzc11}Ps-lxwY9uOio|rKz%cCvTbN;AAoF+I zzJ&wV$qu}?^-)Izq(^*cQVgb%R5Vs@+w6q#2sbr%*oV@$9d!T6SvLi0s}we`rZxDMXd?F-^*!s zQMB~_UuWVw^a<{NQTnBSY%OZPTa3x3U8AWoMTq4>Jc(8)i98P4K)1Ar zhhdsXZ<-I_V_mDzzkBjpXUUk(B+AoN+R-c}V+CvY)Md7+7}!}F&*t_6Mg$mE8ZwuD zPs16t<9gG@>WTw{iJ)cr`;QBM`Y17`?H3K8RB*z0HqAI`?K*~&RE(X`e!~xu zG<7#RluPoCKWnnd!mj+cpI;F{4dcJ1us3?+SlzDu$LcIgTEw}3-QoMzXPCu0n&_Q5=D0)C1M4c zLmRQFOEH;PqF1Roa?1Gr9%K39JJ@$(&>$K`Hp1AZ^JI(FDzD_$f4_u{qUX$Tx%l$V zJfp2jU}HN!*-v;Yt@@9(J^pDpAN<3V;&Brvt?cnUoz=8?AFa&8E?>d>V2IAEF#F1P_f(;`lj&o>>2=pRZ=XAn^7U1a zX=nQuop8z-UHMB?U6H=$Tu5|d*@2lzA$@|Xiwto8VC_XNHmo-91Rg=F?gD8hi20?J z7Ix-mN4k|{cEI$h%iaww-1xH(rTL=zZ{6L-b6ezaHoW6}ezZvRCe&m+R1?I%p{ACN zu%$xP5bWNov!<2_GN&^5IV+4HE50m`GQHQhv@)?BSHC%)heOvc5pI_uK8k@f|AuFl zUH%4;vxfQ$eQVx5rMEo-okx7|=bBHsm5Fv`+$7(gDlQWMprPDJI`C76Xrl;%;*P3S zX~l9<1fZ;A4(HdKcXmx(r+CQ26a8Khy6PiOwRLU0R@SBaL}TGR9(?lULffNm8ec{s z*5cmI=O;Z8S|!CcnUIu51vj_eJ6#Fd#;&@hDBmQZrS}T=W+IC^YQm<6;Q(Jv!**lR}Z{g>^R^GClLmNra+htEcHS7kfU zao*V!+Suceq?RCht;*k@e^BsF)!@Ktey1|6Acq-zT{@uY93|AaWgl3=)|qWL<)pM4q{=8W|@Sm))^tOoE zZcD1WKjhVYE&V?)017K8iQ9-ETl*zrFIio-XSi+8>H-kbh2}E+BDi%B%OlU?NSvo0 z_2%@zHOyP>yZvYb1+F;e4$pH0W|NRh@Go5$uO4FnndbiF?@Xnl2Es!twxz~vQtG$b zGc_iR^uqS(9#YQ(A{>!EcGaT@tCOb_+-sbxXx&|)rC8^(65WTQ6Ek+E#IvSmV)|YOQ+V;kBltWUuiOTsg zens_Dh3z=Hgp4rbMmX7nk0}?;Y}aMqGiXlH^R%s^eTB@dCA2yuDDM_r*3DIX2S84n zeCCLEFeyi9Qp@>h=Agg@-s-$Karmaq(Yq5;q~T zdArI+6Vzgr1l_X3EbY9`G%>@ixAH32+PP7fpu0BS$4^eH-<*w0wyiAqpuQCR9)`cL z%Ab)_pRiZY#a3nL%LCX=ohdqF;O(H3mLgO*>r5^$BOh!7Nz2_S(RF2U+M_f1H18w% zY)m(}KuRGB0B_wfVOETjJzK)-i>wq-G%J>Li6mKy=fM(}t+GegM8RUNg?%Sda@at? zL|w~H7jHl$Tx_dKFnj@PRXo*KcC75gs&bAPjLPfE31KKgcGC^&FHFAtDR- zefww2gY^E*=_NOmfljumr=UT8=pheX$01&5jE#aQ`hA;@LJrm+AIRD*;dfDz~gH{9? zZj-AqS&ZN#u{f>4tQQI1>yh6K7XOe2g+EF8f@(Dje0i?uj_$P~k-RgHV} zxX{hs3H}Ktl6?R)mLLe)NpkHmC{zbnwNRPk8K|RGW{{@$FLTQ=<21|7oLL#vajOaV zdo=7js|uwv^cG3AGX=y9ykdKvAN2Y}npS!*PX64V4?ePhH}thSCzhruw&$2QzXQWK zS05$ic0!a^@L57P69DG+yDu%hn_t3P1b_I&?fJtUw3~BX;KFR!_=UGbS4*}$#Lpn* zEVvmCBBV9Id7YBQ`pO@iT4u-{)YQvWRsftIhe@1HJSY;8mz3aohKcfbw9ayXX2orX zT4RB7xo|ceP0v|MG?p=N48E<`>wXaZ3NIK7*KI^PnJ2`{aufj;z7|r8ti{jNv)G1q zCPUEc`EoYO=d^GJFN~lh9bhww9S6I$gUhmyCiQ9n?;C&6%u@tbD2e$h0WDV6ufK}u zVZb?PKD}^Ao%%lgrcggsA|dJHc5`wZ*GrdX!|dGVZm4dN@#x+-?Rw}}(1{_8M0oja z%u?*~A552bXUqxwP1?2qmiw*INbmp}^e*zw`>U{wuaVvjhI%}f1;=H6Ze1$m@Re<_ zt!w-jp%@G`A5gVt)Po%M_XFCJ*sEhEq#2*k3*upknZwoLl7C9pmnaz<0ZSkRZVKc_ zkr}78ez5?YLrA=Og3-=DgSQtnX!uL=Pil$5Hm-^Y+nG(m{c6ITbo1?rItx$36+dNDrLiLgavmb_*7Fv zRX+$JxVlZxMXzhEL%)Xch3v#PGd@jQ4@PY)oQn=9mcfuaG{U0N7wVxLkP?OMn{EoZ zv(sB*TbJ&8bo+o_GuWo%{paj%XU4+$wO9`j#BOgF@m92Mfn!)K&p&0&Jo@z z|NPqR{9b{6LSuWPm>NOa4ZBE+$9$8I@3obVAK`SR?>Q?@2wQ{oQ3)SkfN@PB2{0QDv{!5r>jhcVJ>OGky59(0fb;e}>7ied7_ zWjT;9qxhhxc12guH~j*!0yt>e8H!Y6mky~zZxy9H3N(JS7b}3&(X&@&SC?hF-CkY z1b3P{5|t|{Z4Kivg5@+r4RuI+#Mt2=)vFv0k@l!DJb(%Z+MfHITXwUA^LQ{CetkKU zOEO$_ANQ8%=|O;dBgQi&j$MBVq%W6qVT{sOxvLz$I#a~P^X@O6i4V6U{NmFvr@B$u z{34b0o}N|8<0V=w_30qOTf3qA*pA(nAm55&-sy}V32*7lcf zdz1sT49I7AB=^iGBpm#eKdq`fABa-Zwk%ZV{Fw)8?jm_dwZ2`rGW*2_X7-^@b)c%# zeDGS8cf~NtQ6ZjtUcdHt62@xmyoj-QfjyRXxJpYZ8Fcs)St(~I`a*Ej{ zw>&|+<{i?GOlfaJwk*S+-*D^SIe+s^cjwNAdKaGSC;qLwkx|Y4v}B=UX)|4xHJ~M^ zi^@X^{9hoO&WrT$e~8o$xj&5`PFm^K)hD^e1%LW>Q~ZEB@(U+XLvJ5IqbP`SqfQps ze{44`GXH(;`n+U6Gb$Yo(tdqJuW&Wqn=77`NUA5sDZcb)cA{hHoj5T4TM1oFKeXbT zHJWfV{e*V-j!L5!H9H&f#$bm*z0{A%;~a<@-gu-?U&<3-usarFagi<#pfk%cdqQ?{ zcSg&f;a4W8Nhz2pwaH!V-Sv&F&-@bUOPTR04=BmhW%+r(TL@65&W1rf3 zld!2#Nz75RxQC?O9bglXg-ym|)%HfMG-4Sm(FPAihtpw6V+U#`07pzV(i0R7tj)6F zFEXKodC8roHc74sUnXup1?>uf_j|I^5Y3N(z|QH`;(eAG4wOxNZ;#1V^>7yeo5IFb zia~(=JR+)ETevURb)h_r9D?jt{pupfU-VX0vSbfHrpVqsH0hD(&#W8tFZOz|UT;#C zY+Dvl7pc;vm1q9h{(L2+3ySN9HcHBxGs17J0A}-BOKjg+kzabPZzg-G)z4l#TjC-_AFZ-o-$EQAiOpZe4W;#s3t3&~b z>W(n~!$iWb?StV+7BWLIhyIS6^%PP^_~C}=6xb_9vI_FN<{?qg_lc6qxyE`}?g4AW z*Y4}Qm&Nugf4I!#JQOQJLPE^6xe(jcadth7rLLU~w`tm+foXF{5HUhs=`cZg8TRls z+S;6+`2e6RVra|s6^gzWP&f|{mWDLXT#nM&?Ca-m0J)h4yi0sCxI|SdmEwoLx%6$# zc(#vv*vhLZqGj2Sey+dcDAKRqo?rfZdshc`{Z_c>R>7%~NB;!b+(iV+X~gq6}L zJz~F1xOk-wn$o+35BLvkfVFEf)?4@WQC`7zRC!nx1$0X$&}irB>CTw8syW$nDM9W7 zgD6s@ne?p4re^9Qy*%5{t{C5_z@G03j2!FFW|+mqW6gT&JTKjud*z)xx9M;P4`I;O z?^!+v)?-hTmFWhl-ca_Y-#Wv*NSh?h%A4A~dycECLGWOhGV=~l+%PAy&_x9-OD;65 zkct)Y_ev%mqwQ)3THU`AI8LK%X@uA*1^{(*#(V;Qv~xDFk(Pt)&uF#s*Xnk_2F$bn zHuxYCm`tOADmr5riEn!n@Afq=&LisJvBr+)E+C5Hwp>MSEYZ*i3}oR>D+TS z{6Gde+Tq(ib8Lt^h%~EIQtgbj2Dyw8&3~OVus$4g3E#PHwJ)kCkjmak`y6Yxzv{Gn zO%Y6}S?%i*koBJMHcRrLSh|g1D)MFe{BuFe1t_!=>!X%Bx(Ce7ddgTUTMm!Qd5-1! zICrLDX&0_Np-RsX!(EzvEcjqOkCluD`b|{Tu;s^kHv7xlTbuz-xQLeenZw9*SY#ller?87x`zXg3F>H z2^jFJ=fHcxuIBoF^v*l*{$uesVF{fGGgXz$c{T88>!~E#Qdm=eS)7vJ)CH zF>--~4zrwtIDyLBsRs7L5>RT^zjAK)C6%16*?=6mj=mck@1$NzEKT^zaf-u-qleDw zjJ}E=$TQDtD_&vy%ikTVem@t3?`v15nqm%;9Ggi0ausJCq?S{&xEFuLyOs=reXM-$ z(K-4L#|RAlZ&iRe9w`={8!D=7!FL99+`%l`N=D3Ty<$c43HKEkSY0+D4=egqXhVd` zs7_yf70|`vByb{P)0)q||8r|}dEGPm+ZRV-CVW!Xa$nOm=fM}{Sk2-ibCadaK)Q28 z0dp>i71H}A45sV#iyKMER~Vk>7t{mD+s{&xKvKd{6=@8+5Q>XFhe&bozbJSKu-oZP zBr&^weYw3Ld-UmmEWUCVtMnUVHCJ^Te5nlL2J&b_SO`j{RmTR=t!V1+SRR7O6&Dpm z!DaPZHu)@sjg!_?R_HgLUr`^KZXil)CnugGG?2-Gh&INh!V8CtzUBeYJC{ov)$9}s z&*h_Ep}-`w?trAvp$xxLHjA#yaD=#ly1IwdR>A_E2Go4U;CAthl#quS6@2bpD(^Vv zW1YHbIr{NW3E{Ain{n4-e_BriDK(5)8|$<*w+l9C^eGd7HQ=DO z{kGuj)}7rMkKX>EtkDoSRli<`KWGOg5=e9pjZMs-nhm%p-qxCLI~AX=rm6S-ixzex z3~SHS=^S)tf_SqUG09CWG7aE{!cUe~R*n^t?b3?fk(9tBsj9`a9D5x$G`ZaK8onAd zhWoa_EZ?F?mey@v*{3k&#ab0H{=3V!hsy{?^+WTcbq)jsg$RBrO$_Y0*z0|taM~$% zxwjtpqZe9wsdc_vK}!b~bjoJ#vsMxUW7}sN^JHK!_+A&uzN*tHZ)x>%CX4Z`m-|k4 z0I-!D7wCdm)s6jV>p;55BqA)yBI9Fj{i+2j(6>tzCQ#YyA#=TBZdDG3n*b7xdr-)S zu@3;C1J&%_@Do3uKRMrXS!Xnd7YCD$C_R%rY@Th=5%~8Bj{kvXPE7D_h!>Uj$MLoO zAu0p;c1a(RvrYS_(q&&~QS-oOLz`+HOdcGqsMDwEq3z;3s8KwBt$%-=gu!_80y`l7 zRAnverRI9GkoKQ>1{pe1EpvRbD81)9*Ri-VaQ`P0=$k~5BZ$Lx68d{AB9rCdz=Ps< z@H`s0&GRoR%q;u&u(&QIGM(ukV=n`shRrU}E<)17(ho8uzrB|W22Qc_>F>X>9@H(6 zsy6BcQ2<)Vz;T0Sl?7SJVn-tCo^iK;lm6p644)q*VRV9JGkXa)+hde&$ z8a|7}!lCxQox=EOo!8G1$Ck-SXCP*7z?&O!cL?r(S}WN@Kl4acFDXdU3WlLGtn&F} zL1ThPwd9H4nX)f@)lPVsnaC9+q1@?P$DqD_&Q19K&|3E)dl||uq6msUsaOpGDN}wi zxl(yWU;d(YX{KE5%3y*2`ToD)<-1b1s}G}&E7={>mA@X-KEP-(&3RE=U5=wu^J?Ty z*wFKA_sR%iPxg2gXAvXdkvpI*L!c&_(0b@yNK73Zc)?*C*t zTYg{}@1$11C?J&Qn@U_J1ME~2>b7uKEv#1^i}W>&Y}9Ssj2pY8N{wPU)HI10qQY1LBL(pKoEpQ#DkR_6Z0 zH||vvSW%P)3O>tdEE}l?$r7)5661xNIyDW6&WSpV0+V!OgQ9SjUtPfKTxM7@!3_La zSI&n*%c}dDF-QYMqx?y!x8$`$CRh;O7+Q<9LRIoE5rZx2jhBF)I@nHQZ|>otu^^lG zYNhloJZU)(NuZ{*#@EqiuG-+(J&s%X9Nk|k{Kg3C`lF^-DV|J*%9l;zokc;t&!SkeO`nz|`zdZ4IO5<61S$xDODpHKA-az0oiJ#gzKIPU|FODO{vyA?NzLUs}Q zygxFxBPUUp&YGFeFC7;xv7Gx#h201aq`tsr_4c+0+ef1|9poU%Zz z88}a6etrT#=apohepmZU)o{HTs?--E6308~gR%uA3W&w$)nLl=@vV(v3F^&pgq6rg zx+%SqpFD~Mo7dlKS0H@nx=79nhAP2iwZFH-$2Q=!Dt@bPW8cMgfM7&mv?KKjE!eBm z$|i%>_2|Vv3{L#QPk^1vCqrRn^~n$v=+B`FNZ^~|e*Y=L62P&F?KB&IiGsVx-qdOK zu8L~T?Yo@!HoU|pt+q~32CC%YRpTjtOVeZH85u_0NBO^OX7GQS<>Oy#>C-eSroU8i z9954c{nAn=S#q;tMXA#=1fMY`z(oWF$qk+ilrftot@a1+2gBYioez$LD1wiI@pq1L zw8skh&OI|kgLznuTVrjXSi(daji)=<()yMywn_J%%W2R?PJNv+AxaqT?DkQnD^YV? zy?Zhj^Lh)hFZCE|SRpG-GE>>JbO#*5MoE5C_lt8Ekr;I{U$G~&Fg0%0q%D!FN{I}T zTkcPY1@ef5gkm|&PjH@I&`-$tqIhzTbcrZ|O)dd3IlYtPMZuY=RD>{Kj7-{E4DDpB zuEYdNX@wnW5;uiPM8yyk90Serb87T2QWT^kp1qpc-U5pvj9(h-m~@Y4Z@j#~9*hq^ z;6jz73J5d|L5eX1v0eXj=$>uW)NmySm!* zC5*Pltx%0}vD#Qac&7VMM#^^=*0WO%FM{#hgr=Qh<(?eUc`F3ynk#IRmfL%ft?J~X zvBW=JNchw+B&{JQkW#H(*!{z1=Mj|JRpR(^ZX)MMh263W_wYWSHklu)C zd6&5@aahI!WFe!~b_H^77Q*K^UeJFO+>6oyH74h~g>v7CMTEQ{LUVE9gm+it`KKp= z2oJOJ_7+BoE)0|`dfOS@QrGaC-wITE%7%$O)L^(>RM!(mTMX?-t8iqEXY<wA6U=Uk z5a3`wPQDCLhO(E-+7LhOw7m%aGD#NJzt#9Z2*Yg6JcP#j1Z2 zDuXK;G1bY3=4+*F12)&%hxod;;R&coO@Gg|mPB&z-rPr)AEWjousJR#;vW{|l_#P^ z_h7odNF6_Z=KuG;JZV1PNzb7APy%VrCQSP6{i*zCDGa z90>aLuEXw@OR6vQ05#{~r1O`m$QB0kl@gz=e zAmdABu<+8M`mEc5k4B#^x#$-@`I|qt+n$sgnO{j6xtaJw*o8YmuvPM9^7JQ_=fQ*r zt+D+njccj=Um$yHEcYL@V-Ub7`AowlZ+K5_;<=z3if7Xbq%v#4YhNgwv;&(=3W!#5 zlY-pfo}qwP19Vkt=;iWno3Rm(WI>F2d1-t+CX1C7qW(^7RQ5QWPE(egCBpfFg*DcG){lFNy>Q8<&SC zz~^VpmaX|%uZv!Y<%{EZUl=2B^P;LW z*1!Ibt#B1}EwuBGV_1id)7253P|i#JzjXbRfEYd*fq^eauwTOKu?4vZ?;Wve0yn@` zT67&(fE+J_95lT z$+x=tA0~nPAE!{!g^O*IyksR6@6sR3^@tEUcyd=A$#f4p3q_!C3jlL-*j5)UzVl>~ ztBn*quQmS;Vb!8=N#RZULd?aYp!OrqB5MRK2=FsWyO2F_AQKHo7J1#D+l{^`_cZA=%QMyrzie(`5SV9YSAe~oni zF*0(&x!l$`4EjbH7tri2!_A?yamBXqN|DHn_-_XLWCL%AgTXqT4T>+shP1|{_xxs; z1Y;$tpw7S+#DxEhfdqm@_qN1ELfLB{Hmp`7S6nE8s08jTWLQ5C=W z^s)eEPmA{K82v_S#xcm8$v0#Lr|Kzn%<>~fE|zYnC-PPj+vyw;N7GanMVl<}$PW78 zJuxGAErg|jB-tW5W|Ux5<4=iG8nOuv0hcD$q|cS^S3g*^#{@dnwa(f=QnT@WGJUAnAcy ztF;d>>p}JPBH^y~13Z5m!Msh!j7@9!_2u&)GM@ou-li4&%VQ3w?dLw(_JEh#d=F{> z;NspjUbEsTc-sfmv2N!L-tz#?e(-ZcjJrQllXRq@-fBU%SQ`pZkUG0)W)o!e-zjba zTTUqgu0p!gF7knaiaJ1VFs(ka%8+$pR?>0($IJ^XTK)Lv&pujH1QXmLT9Mn@w9zrn zJ<7;1$BxH-gskl;+FcG%EIhy7O{;sRgdHl1~M%=6W_@G?V81sq%oLezhISufIm3M%F8q5Js zn*V;bp8; zq;{u`_H@c=?YwS#n(f~%g-n&0!eZ&wUh6aFZiST_?2sE`$C%6*OO1#ckfr;}m;}y} zyw=y7UWr?1ueJvFFodKRNExRAamX)BxrjJi{(msU=6^6mfNfVA@W-hegQ7FL>n1vZVnUZr!Y ze{Fz|TLIjMX-VI4@YHvgyqI7GaC$efKB3pq+kfCcW;-wlx$#&u8A-$38@S^E;VA!9 zi$1*1GyK6kME_@to*2su0OPy456+<@Qq~V{Ad^^)OJ}JO;i1ym(qbqQ6;VbuO%@v(II zorD(BL7*^k%3J*xBh>8L-Pq;kvR2F@+I~C|ABbD8LrcO!@7asBK!-+R{L_52K+c$Y zCXPig3f6_Q_aMpAAHbfz)}n2F`wEA)on#}#MZD1jw znT&(wG0Qp%E>Q$0A($l5RrYMI@85`_xETLbBCj+KbJFlpkTlQWI>@Bl0q&qwp=gR$ zO78;~7`Lm7CpT*IFTmx__QSs9uoCIYHTQ!$M+hJW5i~ zkt_=Zey5{I(i!{p@sUK6c*+wqkE~D^rSQQ%-J>*Wrsu*)a&WCU>xf6TBR3ow7}4u6 zt4q+&aG5`N$}WD-!cZCoz%$0|(fMhSSiq6eq$#;euCD69% z5LakExb92ZA=_8~6`6N6O4@lCPQ-0TqxV_ZULg_8IDxbI_mY8C>ej32!7ol@3~3(G zE;=zLNep#ww*7QK8wk|{(H;_S!iN9Y!Radu%M^*nqyx;TB2O`PRXY5Vd}OUuvxJtl zr`R$W=sbNJgF-UQhHhLofCO{exKv`gR1`Bikb!tF#Jbi!V?6UsubnTPDDfOiC}bz0 zuW;1s?YfFiA1s8#_EKMy?Z^i2c`o7DnI0@;e1>}p2y?IDcVK%j%4X-K`NdDtWQK-# z>{Tes;dQR70LtbfN9cfdbybA!(=_alIaltvg1~>St#zdT#NJqm-_;RpBZ?SP4}Bz9 za+j4VXGEpw11PK@H=fc-6iXc;HNrIJ$Fs-)io@B2jbHlfOVhFJ~pGvp=PT;$ZNQ|PaY$O zNX@L%0*DXDB!SK}P9yJGR_{3BE9*;&F$F!G5noI^yYPCp>nxC4*&u3tb$-@5nvkSW z1PA2M9Y2lN4*rXERxkemJU>p8#rF3SAIM#hpQ>;}}Of)X^>;F23sJ z--Fz)xfgNyHHZJD|HG|Vw>Tr(U6T?>Ly(&Dwe4USEPM@S`8M{mC(;!3Jl|sN^4IT~jX9S8a^2kE>`1=)o}|LONY5X9AWg;JX?dtSs?M7=Ka@w zasJ&=*Q?*e?WJN>WE15lZK7&=V&mdFk2P#FgcDae-HoCn^@q9ip6dJSOvTKTrpTyC z2gb97di^Gg&8NyEI*ToNr)mb+#}XY&0lyD_RWYw)_%OF*AjQ&K5ysU20kD`=aYPH7 z;7j+roXNS~Mr||@yi{qVUT+DGGJbz5&--L zx1?>y_W-pKK8-%N4|4wr6jeVt??<^&=2Fq3&Y3P_N|q`J@8Z9(PW+JMsIy_T?PAn2 z*t4ImApuv4vkNLrm~ixkB$oq*$^=Mt73`lWeTUT99 z41h--mnUvGpYZQ%8z+p$JcBD+fD3XX!R&G#&F?OoTa zQN@NuZJEDo7QDtX|LI0$XJRdM`*B|(Ey;67s;luZ6tzv&G{)_9vwi?bX6ta)Q=%ZR z?7Mo?i_Ym<0StAZ9dmZ&@mG9;7rr67Sj%FRc~eFGkIdq>`+qeSujckBr-?4xETIPE z2&x72+|%@m+wX#G@GaUP)lFT@!&&f~2P2pTCPcx)K?Z>-02={V+o}t!sAIA}4Nfgt zR_q)Dza`Q z?Nn~5b&%qzy;CY;F`EM9z-n#=`%PTHXxvzBf?)W)eF}_UAhQ z7I4m|2TH$qdjDwuGLjBLpo`X4cCpYFf(#sv+!_|{az|dZM45TOvXCnuH`GK8lS!sL zeJrrVfZ>1HUrm^dH#qnsxMzZt!)W9#`^4aQXC5c!Ti8h}vP4A8&7Qt&kTk^oNbXj9sT1VX zhg-|%i;{0Y&AAGO%n6Z?fD`GjMkR|rtWLG)rv(j%I9K$AYNl}ks!-HN4RZpxdHY$j z%wEqi4Y)BN!n&M(;c;WvrEnPU^Pgxjjbz$_^OiR|YHrXpV@mrKJzeQgg7tRr&}iwi zeV=`E&f3LqmNo@NqNC;~(;P>8qFCb<^=`0~AX$N}=Cj;FPE>aAM*KGB$X@Ns!9(bg zGH(!X6+0?6TnKy>5`W@jWjtE&) z4L54M6etXQ(psDCkgRSylPVxgUe7vk(AhHLp5{~sLNZX2b$5G6zmckE3(W`2i#i9P zP+sl=!`D}lq%ZYu-G>QTtts&nSs?=)!rQIZ`1M-2SPlKliR%m%F*y3xo51L1bwd_a zVzMt3C_A1ceI9oD(!xFdbKAx5H(K#nMC6IuQVphA`{?jq%RHB(4p98jm#7a*y>FMT z6(+ni_XqJsO!0-C=b(-1tlzgI)w;+|JRHWTyF7nLysAky^asVG#CB)iEV79#rr2>G zWZUZQzuZ4Q|LprOU&ibI_)b6m=JkO9ee{ayFL{!8syiy)IN*NOR*OF>=PBdzfg$gc zWTy~5VVt?cR}seEZj)>6Ro7krmDx%QI}FX)5A*4uj$m#;h^8BU^X4}N2cX=4)v15D zw6Pei;1Vi}dRT2`V`MQ_s?(hhJ#0_3DENJuAbB;g!TFBF;`_D(41D!c?#t^J*N9m$ zSY{+sM{bnwsTGDgea2j`N)IDHkD5TzJK;no8GaomIHj+9+zCp{h zJH8y1MVP$(2y-@9PBAp=*Lo5fGtlTwO0Jofx8zV%!x-n`kPCV7v4{{eBQzkx2p;zg zLosoaR$=sF=t!)SZ0!r;Xig+h1$7ZL6tpfUc-a+StW7(xz-mq&E=1ajR{6%;1%`zU zTt_eJO<+#RdmdGnvkTxdvRs=Y3k~A$ds+~jEHu zL1iL*>w9+ZCZ{s(Pj&;pQx`Gwiphh9OR`WqxrC;u9fE}4|9R&jir|7r7jgU9&ln$z zuM4{InC->e_zjt)_BotmM-%Ft7_u@wqZ%mPAhc#%y3Qn|3^60NkLPt+(A}i~{gOo6 zwBGk48o&I@w!X|?m6tC4R+MQJICR!Lb~eJDUfIv{5;^b>-Z0}Z(A>3nFVzfps* zWlVL=SK1iPCWETlmL#TM9m{utR~Ap7q0LXf!2#Aha{vnpOk@H?sEFZPI57TQ3%UC` zBFE^&{9+U2I-r%IS+^>-+p6PK{k;P}F_v&AWdswx#^KJzSM(0ivvaYgSRadbW3gQC zJFkA&9Q`}X-|D@XBon~wz^qcKLRSJUJECwI@n;ZY4!&ro%s0##a+uGmPo$R**eHjc z3;FNo4?pMcnm%XOUy&dh;c?q%X$9?Lk^JrCxudplH&8JhspdR-I=Vh&nvg9G?bNj} zyyP&YOjKDGen)(QVh{P$rF;_#NwQxRNUleRqnLr?4+%K8we7-nl;k)_Y zo{E4@EDDqd0L~MiILQSJfqTK$Ixk7YZ@4sXI|P|vtjBebT#um8yiTdrhP-+nUI6>f z;cKD~2!H#f%;L+)A2*q~BVw4cw=eOnI0M530e&1;nqv+IoATSk4oEgWd@M&@7KFAha$xJ@Sx_PE8g*NG3=AyBOHXA?F*^wBAc z17r50Jagi5POjZG1Cqh1=Bn`@Ru@0?wge+_+Q_o3P;~{=k3UDrNMxTdWgb~w=G)^GO>_?FdJdYH;%2Kou5L~mo-yJvKFz^^6z_^0INY$*ep z&A^mcuGvv07M6IMqHJF$ZM z4YjVRupkFqc#@h`m^P@sQ<`$EU7bu$AAW}P`;76f1Ui%UUY3uCf!>@9Cuvxw!Bw-s zd8g1u#)+;V!tavbJy>({pVY7&=?rd-ltds|tj>`3*k;q<2EG^Lb+}S)CW&9Ia*z6N zk_~fJuk*cJ9&NOce36QgKT}%0U9=Y#*|SL}72Z{5$G|c_vkZax-FFY~N1ZpT0R~ls z$G~b9vbL9(V6f79;idEqWooSw@WME=>f>$hp5#&?=Qx8?n8P>~UPsx}D2t`sKkTt> z{VCS-IFoiz#4C66fcD!eI33XU z{p^n{zHWFwK9xt;M%ekSBUGS><>$ASIPc^fc$&7ObU&ajO2YY{rf=)QX21W&;Lj*$ z?LDRnwj2QIMmGtd(QvaarY@MvU60SNE~KyK?^>;Qkl|f^SZ!zM{9SQ9Vajo<7W9Ax z=2yX;P3Gg~)vKIRJVDW=l<*g2#CmIwYELuNK;gMA zqeHZ$-R1Yvb_!ZTZHk_4?&`Ia!#`L3rk6<~s1Z(_u;!Ao@!GSUFBAhk4x&kYXrP<= zNr{7AiZy9)i6!JAw`&M2(})T#q9XTXd6n7l;p_ZAQOK>|41(_M`oKAo3uIU$CC%>G z?^LX%mLGi|E-w?KE~8q*3x85f@Fq;*PdNWwY#rpqkJO~Le3|+}%NG>iVAA1YYxHvY zBs|v}{^Qc-uWX}j*__P*1w*HFiT5FD5vEyp&FW{v@h$XZPYku7o;p1kg*F(s!*vj% zuw*D`_G#9yqD)U6gHc20GUXKZf9uGPQxN;D-1p8dL|`^I|6{u!R)HkmC$(}9N_Qd; zP8NS5Z<1WW<6or51k?bjzyI5oHb7 zk|R>@rD`%OR~@g)Pth&+uEKJe71p&+^wB2ShX6Ft{lJToYnKBzRRsxhT5g!Vs{2km znwF};A2GLW<#(K{u9WjloTn}+uedw;rx%pcavKoI@i^z~U^TREa6*K?T7L#agQSU} zluPvC+5Ml#vjXTF=H{%&I3Hw5!mEgS@*I8~Py4$8>9&tYvi@1Cy_;|D?_oyh)|HY1 z)Fxi=v`sJq2pCfjKpmVEXsnSgc-}``G)Wlc|BzQ4%;7%3l5v)5wkfXKjT%{RueGn8 zsFU&WmVTaQd70SZ>?d>C_eFG2gnDJBklMf-NF@rPIBE|;<}C~k-rvW8B8R+c<0?tw zAFXgvztFWzp_{#C-6ueI`6sp*A}*AMC~1THWBEHqH%V#S?ksc~6?RI>63Q`~${vdn z)S9vtZuXAf6Qw@et^*%ss8JXu;N^#Ij+R0hg5@{G0$Cnm*c~OcwMTF; zZeA|3{zfJ1Uav2kX=>vx?@3InG&ZLY{O2(okcLV3J&eIgXe^y12SZ(|8x6NzW@opV z;-mKFzcgHp+5S3v?yr+#_R9z^*JW}Kh(Y#5usFZB>?DvFS7G51D53xVY>qd^1YRfP^LOc7EIcVeCN?dU;ACM5k|}t} z4b2$p(hogGUi-&M1G>&nWMHIRvD@#p)%f>6n%76%Mle&YtG>S`fza!@Q2A|Qt3t{cg-Zl%`zDH|+b>g{69!zpyE_i3Zodjc=7k{H?+V|E-5vQFNqu}MZhXQsv&yxu+FMi&IqG# zSZx6sGjeB5Fa9COvJMH-Vc+8qS+1Ae)yMn8X@!t~#o@v@;vxS?kEL)fNF7k(J&F3; z%^^bo8w2o8Ku-kqMlbrUKf9;PY|Qb+qs)Z#$?=;j+t>E8;66tp&5x=gI%bWtWINB9 z4tC`oQAM-4zXN|Dg`;n|7<;<8gNu(w`!s(Inwt;pE*&*g8&oO1hjK;XPR?yQn=V-> z&vdbaFjWYK2epX>7HI=z?4Rw)X)_>9 zM_+!43S4qO)Ls1nK;xOw?7&|tL^!w9jtg9B;Pz1~T zV?TIgQ5vcvZ+1j6V~OKo8=~1=Hn(=CMrGGqurRL`Ve5g}bd~a1hxAkAY%{gj>H}f3 zR%URhTsi*+iJ&`eR;h;%i~5csUR9JVFihRzqYt_#QG$FTIaMO?(W8iCZH-NKcQ?a- zaKOzMzr3OT^SG~j&LEwLqw-+&f-x4#JE`Tr@VkC1PT3}7Glx?RMEj3L)3W>+2PhX< zsqlU*18n?vEZg*G^u(o#qK;|8(~kLX|=e< zJ5q|$LkJUhg&Q?|U&RyMl{78>PPg%#v)8&nWff$iVkrww^Qw>6x99&I1n#jd=d<+J88OIOjp*)dSw1;~8Bz^vPs&}wC`{BXHXhF$ zQI8;=m2UY&@BP1<)J51($L9>ASnj<7whqpyX$Df zPb_AY0YPJJ_Dsc>SOt76b^2LxqI91T*&H)zP>O%_<=Sd79T~dmfdQpGlAlG(x3(kH z(EQO)8H#8uyAu-84Rce2m!7+F zjRl*W=^u5yD{Ij_A)dG!rPA2y!~DCi02cWPblIEq+Fe^e*Cl*5SNc`I=KZr?cpaCS zXR)r5nH_qpiA|ib^}|QQ-av@#3)am;7JynZJ!Xf^Q=*zQ1 zC42siei0FzUC71n=9#>IXzW4N7|>5nLovI3y4(^iFTWpK;97{EDMqW!G+WD7Bp#U< zS~@tJD^{ZJdktRpDly~?P3dV|#vow5hr`0mLi*m1y^3n@dvS}S(E5=5phL`rXpn3D z0Y}~`10t|=GHYv+;diX_+`VbQeK0*&kmDL@McSyI_{xK^ef#Kj#mDut@@RtkFgN1v zhe}$xe?XXk&^lB0L(H?S+g&ryEfm2L4J;MtyQz{T4pL*=W{pY%mX(Q%Gt#_c)R&SQL5$v=OLNJXOYE%Hl@IUlPMH2Obq6w*`B z`sy>0u3%kh`fmB8&^mhulVh#Ltq+ioi!?o3mRt7pG%x{#Jwky*0prJrRY-$WHAy+k z+KUd<>DGYMW>Z23|NU(`iY*a{qG<(ewM;C4q-S`u7X_b<=-1w&6Vkb~B46$I=ZBY5 z#}kVpj4X~WIuQ|qvugx(+Y#Ugtd#P^8{ z02Brxz>PEAHNb$xb`kFz_IV-6CX3_N<*K#j8DSs3e{XkB4@GyG6`MMtG|TbU3dCFR z*H`&cT*l_R!_3()XNcrAe-y1c7c<9+T073a^QiT+jl3E8`pmuI+t9gi{TA4;4|!Km z#WhC}1yBFuydJg{7&byW_xL7bvoskbO!$z8uv_b=U#Ik(2=}#Pr=ZE+{aoTD@9rbi zXSC_;n|tN&;4quh)n9pEGktGOzF-Yn8QZx*E=!S+J!{IWcNrRA7uP5ek61ReF|+#2 z{ykFjx6oPxuRj)WoXeq<)CLwuzaPKsj4n*%*a+QI$SQdEBU&MPXi?PnbL*@p^n z^bD+iLTWbYl>0PLP{2XiZd`a5;bSf&5TCrNNol1ew=*CMx+9M{xmNC|m`eYL@j|*X z)Ue2q(Ryq!U5tT~MosxeYyQ&bIYD=Twe!}UmZfIIOQRW9`JdLh6a9Zl&6kXBhqCvl zG?D2)Eu*9hq&NrswBy;QtNeVX+|aAC{X5bhY4PO#kREyDGb{-6o%TYiHG z7o#WZd~M~P{%$iX0!+({qgO^vZSZqr)EHb2p}nap~-djgCaoG#bQKn zmecVl4y%CW+@GdfI7;L%JZn~sK_JZ;QR&jW`fznAbtl6J2L)Q;otvJGhEp&}wEwui z2DOTrC17<=AP{mEEkDyLB2-pMPtNf4P>#wjXRBjiO%)TT5JyqoPD8DTK=)TvSFo<1 z%-sPUtGw=ioUqN5yGA#Re?$OWFWk)nFVDX7smM7J(4>8fkA+v90}d7*&TK8e@Vs?E z;<(tk-d3iZ@Za)>7fQg#pQbe%j1H7vkT1%BuPKK}Vi?F(P6H_)F?%_itclH&K|G(e zo1@VhScj`v9_cBPoZVyU_V2wrJK-~B=wdLo63<`ForlKG2-2v3(qsUA$k`wr`W_9v z@$H8`o1PV`*1QOhHnV|&KZ@klXqu-dmCW9*jNu!mvK0?rEu^8h(DqdLNA664DllAl z4hJdmsXNxwMe(63s>6_D(!H{4i51gu9h+ItYWb<72-XBTNszTYq*l-d<;EhkKL@4l zDF;|iy`xvVOy2p9W-X?{unK^JU7oZ!m;9w=M~h)u6TSS;>d5|*)pg+>%Y6Yf$2ohF zW9Zxx9}};F8cTkS$?-h*>5mtaDdT13P2TN%C5O4omU8fi78L9ziOI^lI?x{dm@dE# z2DkFz8ZBPYAdpZ??Hi7on$+)KPH4s&uw{8k0bnX0<>3)lP&51{!Lo%Aii$KG}EIzBr(v zx}|uke|DFz0s%BW6agnQge?ONr|_hSdVk2T?wQ(G)2nLIF=J<3iLrI=-s~CIo@!LI zi$B$wEPTSZM_sP=@M*+jHi-1BDg7Qf7tRkyuWu{M%{odQSqyy|er0Cp0r~#n%x@}m zp{q!AASsGBqG)~$2GuKJC~1(B4Tr6Zk@^>|iwx>li2q$r|L2=%^BXGn@AmkJYOL+x zjFGbBExHsvxC3l-iI$ZHs}}UWp-2M$%RmF0ZafQ&KBa^RA;eGQG+S58*yk1Zk@TO;5?AA7NoM4Dcu8Y689Gv`EC*LzL%ewDF_7%w!Rl^9=?iAaBR zMB+&G5v4!C`dM}qj@-}cL2>yGqODcsZF%(J%3(0zlu<38J(<%e znGG>98L#XI?NwO6;&M#3Px`iIFszC#6Yfb6!|xwsrQfMqsZCK_QMgB8av9X^Yv;oJ z1@mlHpE$=iY7ugO5n|{I_q*4MKupZgwi)+RH8eKBH}4tNu7Q~6tfLpk-??+Q3-KgJ(?zuI;cn2hO@u)|wVXScu04j1DacS?aCBO+%VO6t}uJ-A#>`DM7G#z7>P{*7qPli%AZtFT#-kW}GHQHIhK>6Aes> z%{wMLqwL#SekDupK+hMOgb4M}5o2cEe?XP8DNBsA3d+1p5-sG_FOWp4k_@fFaN!u} z9Tx3{JM;5VU+t3qI$stQPQASa>iR-Nv#4-rt6hg|WTPmq9U27_H8E#`+l1D+28bZx zPu3rRK+RYyba=sO!v*vrtLvFB_lc0LB*^L|-&^Nj7#exB6K?(EJMI4D(7Y`S%L&o` zoo7Mt$Uea;JXzOmI$?!sv;IYXQo($~VHa<2ciWec%ZPf$U5dYHf4uVw%3BbbHGrJ9etgTNbNykV9MO?)=_g7wLgZ?U}z=C-j4FCgob%>9e z&MCkEi0yl$(w8fOrlF1gRkW*boeqc2_c-eL#CW}XBN5j{I}uUY4ZYIXgGVoNSh_iF1r@J+=JH0 z7P5ikx4(x-7{cT!p;hfP2^71`t~x+FXQXuFhAKs^dce)+P$OurLEV{PcdG(dO%0@?eS73$zTQ*1h+b8OYnw$TPZnAZ}qg|c^X*5Nj@PRg~quD$-ga>8xw z{HFM+!#}S<8`0GUeKlplv)%bM;QAX8ujMWb*lMF0Q4>DEgWz(Ja3|Dj-0H`Mw9YE_ zvb_YlR$e+C;>*Uo*-OY#UOXj+TvNkXX@+qAOn$Oc08Lz6rq0JV7F*lFa*4;Efxi=9 zIsM%hpq7L}I%~Cv``^Ft*DgaI&_ka)aFAqHCj>SmJ+6|SDm3)q&L_Mo60t7xwW3mzfwQvWUmEV#e8xdjqNW2 zY21wD7LdH|be3}g?Aya%>g*aQ-3$F3m2ardNmM(O*GkNxfvXo)Z>X!fE+@_QqZV`P zO^d63+44G`?-9Q%M^Ee#!TQ-%Mwd};W7amq&%|mMv zbv{#+=HVNwQA#a4yoNP1gm9HP!%@ne9PI1c@xfrJ>nnJA7t_on@CQy{W|XhL{$*So zX~w6MztX=FW}Hqb2tXq6Hpg7&cEkix@o5#&1upua4^~r^f9U#bxIdWnl%E>&7>E-Y z9dU;nrE|}%ZhH0Ba{Fv<;q>1NbTK~oyFO971|3!7-ub1Pu%OI%d{nqFY5|wstpj8nyuWA}2L)4LD+;b>*hmxCnKVE~b1deK< zA4$+B!ReE2N-L+!yf%GsdzZ)SrTVn8c}@=!*3zVLowH?PtJOV3k#R; z17;RaC+9pubuCg{#)MSqR0T49kcmALH+bBj>SQBu@ewzPaQC zk(#hX+_{@Q@o_p;-|`eE`5rn)dGVr@7W&QzgG9+{J$3sjUsil4RWS1Y@-`FL=iG4o z_qh!$>h>|JuGChS@%-Q}(!2J$MgX1(I3pOIZJrdjq9cpk>g&a7_JSLL@TY1SZl^_$ zLZgf9f9;?R>DYbA%0Dfv^uC;z1{&Jv@a)4y0>WD&ixBT+J07 zJ1xD=)r7B1LiH8Ai8L8*7_46`*H;3p%>^t2FJ5~%Jk;x;|80T&{~s{PIWhK01(h(L zky8iD_8n1wd6^j#zA&Su!$3a0;yor7huX_X+uuZU^GSw&ulisH<;1UJ!QrnxgQ~w@ ztku-(Pq5aRP9;Ykr+DI95N|0Q7;2acB--r?SS3RzmqbKh;%_MD4zrc3mCWe|%5 zD)2N+jO2I-zLuz#1AHN8H_bSDFumyGywl#DR}PqEveMHgsp_ZYcle#>^^UZ3>{+x; zVpR+LYaS)Y0jyt2vGI9&g0_Rgy@@1QVZP4uY22%^BpWF4~nr8Vj$KOs8k_p*R08#qJnN$>+U0o%Ues7UAV}?IgX5+(ddqQ|W z9VH>|YKm8VA$8x{AI*@=kvl@^%{|$5#?F^BM2w0}pIj#%W)fc@?zx)u`-d4@edil%tI}`DPk*wEXBtuxu_fTlp29Wm+`|VfRZV)Ql?GdnI`2 zVO`g0!0xt-OM1h9Gm4+t__1LasqUrJk3;g1q*NC*Z(X*oUwH8T?T(7?jy%3U+!a>3 z6I~N6Lh{d_lcX1|_*ZmUxAYh3+p*)T8z)wh%ii_{mYI6X1yu$LpobB?AU|@Ny=}DGZ9x0#Zu1u8#ZW#N#ylEyWvXAoFK1s4S9eut6 za^-CagvddPYn;p8n$+f`Si6oOx}lnY$t>4061S-T$IygoRZ+XK9sRZjP?!WPzZd$#alP9K_SK>@}^b%rY-Ci#ML1^jBhx$ziL$ye^h z_<5^Y_NT4BFsbdFaPEQsl<&=c=WN(d>^Bk-kT`?W;{N_kfHXur}lreP8Xy4y9L2Zsp3{Nb8`GFW@^7Y zc?e2WI%Q3UCr%l*Qh2tUyg4lZrcK%=Wli3v`6Tjb?aNW6pF)=QIX{-fX<~(^A}?@0 z8AL7?yS9$33+Vg3ga*TrVA+;{Yvng|glg2L4ok)|1l3g)og1c>Q{;5}~ znYo{Wa{cn=gqPsKo6F$Bk^A70w9eS4bJ_2*&g|rXmE^YfoEZ5x2hOAWk4T<|~4FOReZ zd(~VhhCR>WkQcsp!HKh1HD!xQ)K{)0sfna|F4v7#VjgOrn6zf$taFQe`-vduTpiLy zzu}9tBuWsf^-U!_YP%#rgLT{~nKX(m1B}!1{T9Wat!ir4E#Qa;?a7JQJ~2PCTZjQS z_3VPOn}*8O$lo9b*CI$UPC@ruOu@@ribg-lAPF~eKb%2>IwPue1jD_c{9mtQ5 z0DhybAbM-D9O9qiYKg^me#Pu1c6vuQPjS&BB)U&=JA=}3CR-G5;*b84pJ0aw`>ZOF zk>yoG@TMws`8vTi_kMLJ;q>m%u|;oBXSWx7UTx*@kZ8{R2B5{18JG#M13!>OYA`q^ z#Wgf+wMb0I3ol$(x+!}8j+2k`I9*>qgMDyc9ZaOH&%)1BWtC@Cp7$E-${X<*6gOxE zc;sBS4q`BY&^@=cGiibaP4tOc2X|A&sJuRyp4X3d>p|`-*xVFp* zJ||D_qaSrtdcVGb2QFlqQi#sjkHH)7-^svl3)=?tTP9KXj13|3QiU1uH%_u#oInmff zBugxCYG?)P@NWoY5t!`0CFrEj$@8+aD;`tKoc+m!sjVSeRn7C21| zz;>pU;kTRexVm5<>(uJ7gMf3X1BaQTA~ARi^g|~lvkX;#{(U!Dz^$T3zwO!yKJCrD zOb{Dw3z2)(?;64Ec%i)MXpnOylVTM$TP4ofetlJ$UvB!`L+KCqbM%;a8SE-|iu-Ui zCR_0J9R8=_MzuJvwRJKH@84;|2jymY66ML5|R^s)X$ZzQ$dgcEvQSLiLO>4J@t?(g~kKc3DqDz0GL*0@Uu?j!^Y z?rs4Z0t9z=cXv&I1P|`+(l|73!QI`p8))3+aql_z{i~mQ>@jN9s#)KfvpCL~s;0-S zbf|9plI%7y9*shEg6Sp2Jx@L_wQNXaBdNP|>GEeAR9vn&{=ULysFZlbbj0lklte5p zg^d1V5K{~FVj<=;`Fq~Qv~GB_on@Z=mdcFltUu(KW`%Zj-Mx6swI!!?D?O@}*t9za zo(E2n6T%%wRUD!*4Me(P5L$dj$~otE{=SK!ghji=-7!%`>)5kEf83^Y!@$ZFhL(Hi z%sl8VQuVt&#dx01>oir*c4{DBigK9S-VWk>p?w6K)X|?#$oO|qho`|ccEOUH$E`TI za_~SaH1nzthBWNBq5x;A%(x5+tLNx9Kb*`zzaKUC^5?C;#p8F6Wvsl}0djU@8z0U3 zn2fARm4LlV&JTktDR8yv>T%VwLjMY@U&-O0zYRH%HJcLg2?FwRcMb?Y)6*Z*34@e@ z?!}9cr{A2jh84=0?UqL!LDcs$lePxrWWkywyFjkY+D!${?QtU0OUzYZCja;!Y{ou} zrvr@><4@AIU2_5?hkz2*roYI81G`DV<{6Hz3VxHnp^O}V$$*3g1W!p@Nx=el0{eZb zkmaRx|1ejs?D5u^p=|~JZq5aFmew@Ma@Se_UmMZh+U0>^CnU9g1S1<0YZo+sFs4N1 zOJ`$C^Y~McFXy0NNO4PGyLm-aTELg;QRD8X#nxTs%&f4M<}l%NX+HR?(+p|+B~m;{@Eu7K)GtYOSE(_!S{HP0ht7J; zgfsC2nj#s?K-0(1yr7|qHLYtB=`-WaSDyfz-)%^%w`-CBhFG91JqW(^veveek!UN+3UyT~5OFRc58WbpNU+P}oR(Q8_l z4k` zd#Fg~&y_swE6$Q=>+C_Bupv&W#pW69T@$G0))fAD6z9oXCXV1Rxc%Inu0g-`V1%KM zQ^{TZ#p#{L%W@%A3`!>pMyX8+I2@f)N%Dwlb>Up&d+A{J{gn6c-BnYE15=nkbT*m6 z2j97l6t{+8qPu7C+_8rJjNo4%;i}Ph1<+x_5UnQoCAX3~Mgry~i?g9!L(O9RwQjmq z`G1!NBb9F~B+sid5nY(JIO`?i24P&~q+@bsIH)TEyGpf|LAuD>EK5 z#-sceYI?fwRpWCGeBO6w29HoOf+eDR@MqdXv=ZatkNVKA9(Ts#Z-~$E?RyW28aKin z{LWmH1_RUGx5G;@>x2!*nW+-Uq!G6SdSwpaFynJ2)v1M&he&rTTw=I})_3Qmy&ASn zVQFE9Y6woP_aRZn3*O#gfPQ;?nNAN9A|QHzehuWOHj(NYKyrOw8h!(WM1@Kp*v_8jppumbZ_~3LaL2%&cB@t6wgEa4O57yZ*oxMl?y~!cH21S2CEXr(P`htCGL? zJ8DM8MIil$8=9U(bGx^+nIOU#;?{A?b^?+W(DJOwq}HCfo*9!6#q^TMeN8f}_UqLL z)O&^1ykifZD)u`ri}En}!*4Oc=O3mZNni`g#$1l_0VuMN*$|PFXQnm%wpLqZaJ|L? zeK?j*d40-jVpkG1nGaUE=`5M?Pi5*>3$L9g>xjdZ#Y`V;H2$Ibk^)CBEO-A@u)BZ% zAAtksNwzXMtu;+;P9eAChbLYZPCx8EJ}eC6&XEt~kVURr(D0Jh6R23$l(MBLlkc+a z_Bx=FAZXvtHTRHT7wVN@HQG_>$=|+^zK#`9X-Nhfr|@Yu`08hlu~66W$HY1R{21n- zA#swH9^ntNubN>0GhSDg26%<)iB4ldN1n8IrR(U|Ay7~@ShTv!YJ}w zShK+atom5p=oBI`2W+uJX56jdKdqC!E>=YFgUcJiOg5@OZGM7cR|)s8XO@7RVFRI4|N68ZmA9-zN51+p7$XnyOSFB?oN9TKvs0tD zKz4$+o4KB^nO$>`usbZ%&*WlqllI6XE=#x33DNC)!iJcU4ynzb!fOQvYXle)V!`|m zp&jca7NVS0&iqEMWVliBP*pA`XErnaET0u=%!mJ$6srG}6i?d0DwURI5gaG)$@$m+2ZvochY$goJq!|q!$;atvwXi~KqEGhgxuBoA3G7nwhtPj z>X=Ga4V5YU%=!;D{1?^??zuN5Wd3AGrMI=b%pHks^x2|MG5p9pLg~TgTZ~N@|1Hio zb)2>lpPSC2p_+#54eKXiMA{kEnIM)$i zzbnwBZwIO^G1pucOPhybv=RBRlyOD`#|PpiDjVNaT_-SV866_U!NiE3FXab$gYqAz z>#Tk&4Aa%macSrhGr=V0@p&m6#NFNV{*+;>fk>&Q7XJlu&(MsN*?g*6s%3Jw5!=*) zS)BR4ZFR^tMojzWte={8kafH<%(~wqC6-D>1EaVLI(%F>jXV_47h#*#x_EpHLG|+F zEdfqWmnFLvnS1hgDSKo{5#ViLgIR_#(a-|eZhM~XPm4MG{wjzL7G`$vC4m$U+U8J% z$!L77R%|514C;}>ZW0tR&_TuvkhzapdndRR?q#vr;;`xNqBXFklrY+M?abz5{GoS4 zK$x}Oc!k9wL8W2bX1AZmog!nh6hPN@D7(Px@3VZBzHoCMJl1Sfkw_82ne*`|AsWkM z5)T9?={yJ5yrn{08zjGI<;P(L2o;EDKz%^#nkGq?#u>EWd>e7rAYCM+ zf2Mz*^%4sdGt;k!phC8VGkG zx_nsPDLWL+Dvs?pA1K;Xo=wWe{kRgc^Xg&} zBdmHp>P z&IsP#BrSf$g<0Vbit)9`xeh&Ty9uAD)d_48MqV`VTvxT5`R)#xLA>JE63!EB9T_X+ z%i3SnF>?dRRp%rt{QKuv^e-g}5{ICD^*J6TU8x($4{ayb4H&2YMT(H)|{5 zwUav<4yU3w)drYX`U`N9IxnH-C$$&DO=$+y%%EUB*dhh-pUQT7aY}C{K_>`K0>8`oGU)pohNjq$eEUia9zH^m&%j+i5C18 z9r>aSkK7)-Vq*%Fflg4+)BRcpMG1N7(}i`+1l3yPfpC9}*k2R1kL^@Cfnt3k!6bFx zehaN4VlN8#^X2gBQ~GVosd-yTchC4@cBccC3-BJV}>{AZoK$h2keZ@-g|Kn(X*wEWbq$?kQWI$pJosq z2sw{0w|h;}FbpRLXdhtQ=*%cR{mW+u{@zWmJZu9pq8MY*> zx9o_s^iCMRmCwow%=xrToMj3x(spyD!EXFH`%kYT zxbWO>`!Wno-)1~Z0}w{}ttbbSvboEa0t_eDxf8@Y`W9_{eJTI518ryjvja`*Oko0_ zo)k5AquqQ@&b&1Y9Akn-Boam-TmYbZtEd3ArW*p@o*bJ6Cz%EU;iI-g|4tSo%#@Le zo;ELLl{JL64@BJacxIKo?e)t_WD?gy|9E@T9Mdz?NV)u={L%V+(;pbi7JoOAEa;7Uvmx|FY7Q$}(de*=t0l!AG-W}fT@ zlW_b4398;qxqNg*%-TDG+K|FAN&NdTJpqJXq?7EHnS{`I4<7@k`rY;*D*q1B$5>>AJh-bfO90#nw z^1@UrB1G7fg&Krd$Gtj$W0VYI(p)`hNu0Ex%yLFGMlzk4_U*QG=TsFoqqW$5)Hc0U zYY|Q?NSb*Pp9!D;YQz14<<8|J|NAY456t&*63!B?+Gy_~liM>ji)Q4{jqmq=nB9l{ zf!TBcJ?FjCX&)RUebHpA)qN#72g3{FQ-db-C)!$UOJH!T_C#Zewe#oHSy&$jeDy<+ zb#HNm%=tTb_B{F6YJ(z25|h^ZF~a{%Q>Jjv__=GSP-UM2nHadnG=w|cL3961FiE%x z!{TR?Vtrl>L@uQF#E~ygb_GA@CYH?+2NOZwC!Q`#iID{!IS-Ykf+6YDa9^&=7o5v3 zy~TN{=I%@voT!I3p!YS*H4a^g<107^$zy8ehp>HNg8m;ZoPu z=Ih@J-UL!LT8%^#o)|`N1HI)pDMHe?iCX7?FP7 zT$wI$`K49dJh$E0R5@(7@Eo%4CEJxD>#TfBGY?1lPuyDV}mzedrpxKIe)sJ z!UDU-gGM1bh|%Z%L6ve%iP9%h$HJ;#d<<0H#Hg4ewel5y$L+K`uK%|54bpj%516$a z!sT|ay7Rgtng3r+ApBMRnrQ01a%`p<7}mT!hz7P2NU6D5d!bDwQ<;=kmZ?$xO^!6` zMjKEmLyr3ZK{sEBdTQxWG;fDZ=jQ0~t43Nx05azH`tBBIa4e=0V@n6EXjyjP^X<@@ zrW=#7lGVt+2)zf?xh~d7CpxJPMGu0@6nE{U%Qb!KGwe5lkcgK$W8R;7hN?MvTVY8K zxuqMM2Tb9Qf)ut-w<1ZNO|K2llXB@d{1r{Zvy%=Y8jAhTEd8R2CX_`*G!0J2(-Da} zrH`tnW848o#JbX?fCEMhje6?OWNtiV2iLTLtAL4p3hpis!w-d2^k+33GT_v;U^{`Z z;r0)4-5ou84%JWDEl`=zJl{XjetaSSGoyT=&;qZq;z9+H+Vv*SY(8atU)XpAJ;IJ`qX} zQCjJTH6o77;+Q~N zZG|}o=JrKKBa4m6eIkX|_-|XS&~W^ItJYz++-k6gLs}W3)cAY-y^(=Q%JOfJ6)>utc^N$BV6rU(bGTzN zTk3g9na?_%yB!)hCUeJHXOLglxbzDI7-%Nl3B(lP@uF)hzvq*VpKD{0uv{fTREcRa zbH0kU8CSamKbAn=f1G>eH}RIW;-k}c;Pr*pRAdei{YrrSMyqh9f~H*al*Ujm~grA)(&}#0U2I)B{gTT|mPeu+5oMzk&~0J%wA8dE4!b zIt^MT9Q$ka3`l2JQbFimGE?9ydgg@AS3m^zK;Tk$dGUE5-$ri znR@D<8+jWskNPPuR#Q+kt@^5VvpY5UM@|r8h<^y=XRyu&lxD3^PZRj` z2r>%;Ea5}0JlO}9d0I}n=Cbei>_UQlqL8MhH$3xrlsteod&-QV#ARy zv{?1?Ufy{H1?8}I9n}YQNby6I@Q#v9d%pDs%U~ecsz1H-qKjp^uDUzJQV$b`9g`5R z0?n^8LVmzdYoYM`o+a_I*XiL6SxTEXf$Mq+F~r>^k|PgHPhCkZG@Z5mxJXPM&ZAU5 zF^!XHD>_g&K5_QCO;T!^$Y?bduF2M(ML?uJ_#SanGB7YDkW%#=Y|pfjNnGF9_tfDN zJHqA82fDBRk+Tx)yE$4q@eu?f+9sc+?wf4*Z47(1`JFK4rePloCd#;!?>1CF;zWI6M#Wx_%9hF3mxEwMC z7{k#eI}D^lDj6;@i9PLZnny5I=TXiRPk6W2TI(GQg z^!}s?25a?3+1?G}SW%Ep!V9AK_u}6`82$9_(=zEe2Km^LYrdF8pDqR(x1@|Ck+f)$U|auTn3lgjL-}O|xjrD{L?!V#fTa{q-eO z;QO)1>CYN^A+4ti81iSK&&`U1+^l2HMoSTP*3uNRDgMh7ZDm~xB#XWnow2^$XJzWx zJGgF2$mxXdlmc_p(a8RZ)+Lp@!AOse=RNjN=R2aj%zDqib@-bfI1lQpoin^?6a29F zVWe|Neh2@H34^>k<$F3SCO7LI)F5G{N1VM4i{~hNX}SCXIPZ*vRPzzm8Nni_K8%o5&zPxJ$t(d3EY+{bz+~He;thIRc zZ4sP99VIZuK+Acaf@QoDwpng{iruJiaL%~djmN%4e$vIbl7X!C(RX11Eow#>7-Ytk z=bRmn9V%Vl{}t$c9~Mc`0jiN=-Y!N*;e2s0>ga-%iK~a{aKF;V!rZ{=LYrY0u7h=J z4YrK~ZO+3~vWkths(&$>i+@!%aBL{o_f2_f{h@jlK%6;+6xukjBGR-7=R}FTrjR)* zSVxR1k73k=Daez1q)E?MTi&}x^6eY72^k^N zBqqT8o+=QJH7WG_C{a^MPc)J;ea>~|ouEY<%2rf2I*|QJYBJQOV{Fz2^B-JmAim5B zY(e@mLXn^0&Fe$ugIgf1pwB#>o=y(yQu%==(3l*v{n9l_FNXN|oYp;n^AFYGFL-$< z!@MrI`dvRAIQnMck5ce5&mn3Z?4^zZXo!56Yw`|0>^-$cwz>MiVDSus5jJcZa!`vlTr!uv(Kp2s2J&(bO zt<=8X4#nX07~|{|RM?ZQdWr1GEK{uu;ly7=;^wEvS@uECpaWl!#pHJ7V0nMPPl>KC?~z6`@c zGJ}2e3Nl+<8*F&+!(v39TsKafWWu7hiP9`8H5>K8MwY!pma|}G7#!bn`^g)M*>?}% z+o)m52cEVpkkb!fi-D!xmZE|Z+XrjL`doUqDF$oJ_VPE1piWG7@Z__jD(J4;pV}i0 zQfxCft0kH{n&qthfBGC}n{?jbH+>jgiLlQOB>5*;h4H@0-*@^8I%HH zF?CoYX@D~dGnTe%@q?pNWe2yl0(J6A76Toa_BJ|%achl1=w-j}F;hRm!0Sef>~qxy z8?WA-fW{l_eG6pgin{tFsEyk-aRc0*a*8` z6GdXf^784e_baBERiOAFjptYZ)}bSr_8k1k*xCM(X}T1mtHcACJTAnb$K4*Ya;3sN z@-N;_I}SnJ3rOeb$r_LC>zE+J7E0bS9?g=KPD}dY<@Q}z{JdPO%d4AF2zT+_zj^dL9K36Y)ym#sSR{<& zX-j?*{XwR><=Xb(NsJURmR9ZdeVM;p@VpgJp$U=;e{gxJii&l=`}5g0&Je>uP{J-~ zuLP%*liD?6%&l=~a$NgckG$cYF>?ycN>2rukcxthcDuh}Tf=zbgBt2L4Sv71z91|& zQh-3&yE2c(ENlS13i8)_ruB&hsDuXu?=c%5Jm77hdN-Q;>RH(xs6?oRifB#ZZc}5Uel?h31H}y z9r`)W*VE9FN4HSU^0z}ZgWNMKDyw`2LONm(l{kpenKd(teU5yKc~9ZuUoC2uC-`3M zToE2Dr;W9+9=-$Cw$DeMANrwO*@g_%cLm>(+UxY@+9W4bux6~U!t#qtv!>%8&F-ju zW0ACq{`Gu%VmMDnuL))cklnGz@F@VUhi6h|kJbc6Mj&f_U5nbcVS;acJm!=AGy?M?|%7>Pss`2BchNqa9VBp@V|%iR96fI z{NwvE?MBL>Y=N%i4*RnmfB!R_FWi@pZcH?5Unc+l9}6JZ5uB!@6g({As83xt?N-9*7y08hpe9m7JJg}?a!4U(Cci!J~#w{ z9W_X|X?OP_#-e5F&cNc{pI7zJ!iiR?tq{y~uF9jiKh=$yP*}}$KEM{v9kin(246nQ zG~qD{4d_RPWoV$nZ3?Q*UrW3*&!Q_Al*El$Q#|L{Zn7)J*I!HWr>tpu!+OT_@+? zy`dj|FHrKTro!a0rsSx&2QM?$uSYKDo>NOTfB^Ch^NSU{xQyHk@0VorAW#P<~pU>~h`W{S6EKN#t$sQ(XwC zr9ZBz3tD)wRt-xH1#@dJH@I5 z9bzbd!Ttqr)hgar)ymHHGiTidf}nk1&yUjlm2!n!0;ysMvC9So2eX~-AcGY$j`ij8 z!OOE)a$tn8Dm-^j9(FxuXO+eWZJ2aa@5mEJej%|GzcJ}wifR0nW2pAIPPDMdXfUI0 zvt(l4WC4=W;r&8uwk-rMY}7H^&u#fbR<33K)-CSJV(x)N*n%~=Sk#WNAW+Z-MW|!ITz`r7YqHvYx4(!b{nPeSa8OX z{Fb{fZhk@8gCV`#tU-rpk$(C!sP#;4D`uA~$^(5u}$!jLiV5fm5UZ$)PHHxD=J_g|}a$lM$Tm~I7~ZH0I-?@b44dAi2F#7amzTxwPE z1FBe67sh*PWnS7BP#2jlvLKrm`u$XXzYF>bAXDJk2zU8v#v`XfCMt9QXO2w3LGxML&A)h zSuD1gYnbjoru?k4rg|*#f%&g&~%n>(1lr zKoax-v;jG}u=Ay44%UZ$yKA(#2EkjuXgS`V#69%4Srchm>LiCU6}a)A<*{uaz5`K4 z7)BWP5d38s*}=r`e-<#ywdT`|Muqlua9o&X-6sujgN~l!1ZxM2Lj5dFz|`AJX?*u| z2eHYVe#K|(K|n(y512#V>M<*g7>G*OYFxODOq5xnNf|_Tyu>_u=!9(-yfS zd7#6G*_K(lIR!YQtYvWGuiMKn@NTWzjJvB!SFb-<-(Ip8-jMJJH2I?JZP+DoFs$+V zKi&S6L?E*d#?k+*sv@Y+F|(m))}-hlViP<=Dc2A*;hi?^%w{QSn~-5wE#gjFQ;Q5b z|4vSrL?kDHN4_99xR^%NRNO@(?P`D#et>c}4lnw-ybdGMETedAF#I{{-S5%1OmtY4 zfrHGpgtdDoT!g{+n=S3dlMHKKwOd{Z@8Cj&1vIx&-=@L4s}Rt|&IJyq36O3iCD@@P9-e&xkVrRtxc5jg2 z$GC3K^Vo&oNG>GdAe>+IF%Vi}6sI|IK6|Fas=o%VXc7LDPE?Ov6OOmXEe9B4eRK!h zJ(9i%BQ_PMYq_`)))KJMNMyKh-kG!1fsR`x`w}_W4DASW7M(m7Ghwno+ce{XpgyKe zyZBf+Xo+7tQlO!@YUg)qN1Ll^L-E*!R9NZ87;v_`B75&Xb!P`fe=od6~Q?&~)G4`f|mlguV2lLo77`yXt+mNVUDtu=Hf9=aH+>c`;&t zepx8_nX@4n4*_U>R16DFt)IBr)1#=LEH2L5CMhr%!IXF~*ucFR4VD5VjNS{FkW;TJ zkP;z13t+W}ZMR}<9{v&)3VMdQonPiz@v-M%w4qcxOiL$%Uh437eOu6nI2-Y|DcmJU z`eRy=|CJV+F2j9T#wvE?|n z73eu=q~8q#=EEsxpF75}?d`v(jb9V#Hic?47u)H=dRRF1u)KZ8rpvRI+n)+tfb#2Q z0R{_=22XQh-`&?ya24T;#0d)?_Ct@i%>?PJ5*K+I*&Xz; zN5vWUXB#{SR9_AixNxqzG{fh=%l`JoKC|bG@?AhDAIuUxZ4KhzUL?lKHtlbxNIUR1 zGi%;r9i4_FyYeG;pK$rct1b9$Q|;_k)ySzy&puaoqGhQ%Fz(^^^JtZ;a+Td^moNqr zlJ)MoUfnxp8W=$Mi1#mA&vq^XD)wNBu$j``}E?3an7dm39(KIl`{xmNwptQ3K!vr*V2??6)f%m08yfi(XM7Wo|U z6b|%|Get*xmKF)-u9Ull)}b{-uSAroR2T&{2OlZ&gvrg}%On&aUuY8DxJ;5Rp0K7_FW5}sD-*4k?;W&GuKQN*zvej*nZ1ZK8O z?|T{!{LGl;pfwWaRG_YQyTX5SB&~*ve;W7O@BZoQSck92EaC(U?hk1SiGTQ9mayMv zo*pN_YVXh4Kl`aSLh6o1gC`o1L;Y9KqO;Kib$-?2#tAfrg>YCpa$9upSB4ouymBG8 zW%R(kul?u4sCxBDe&bnZkm<*J{dBOs*d6}$@6yJ3?Yy0>_Fzug{67t2*wWJd^ZN)3 zT))`Ok;TDCH@l$P3lKmFd+7Otgu1lek-{)`LUj>N9 zUF)sTxwa~dl%xZiB!8{G8+oN9h?eV{bDg3LqcXx2M}>?ENrg1MOoUyfv+m`@)`Nw0 zDh_!cq{kN!jX@YG=bFt1nkM58Q-0k%tT!sV5S7Q30h&LX!dbmD-2jSa1L{@AEr1#M z4H^v4Tp#tT1j3s%-*qLgM;B6H6?K(sKng0o_D}O?SVXC$K#gnw#cCeD3i4Ma>2I;> z?dXhs`QFQW%=@Xo4!$Qy&tEVu+<01sc!*u-Xxci|+NDMM6_ZU*btO40&v(+*3cH$6 z#P_eq*~VKJW5l4t5c&Bz5Z+{4-T4d#l~m8f5O3Ek`AKxRPqLWEm~xq6vZd#HDMBiA z4k_TlLc_=wM1#Tb@!z+eTG@aES|hu10A%o%)=gi$tsDQd+bh&YVv)P0VdlqX^mj86 z=0}>tI6h(wEs_&HI;}9-5_-scO7L_ayJ|-v8PWBM`!-RScYDL1l`;m_d`D|9=%$Hq z`Wn!CvC&+2O|PySCO1n`#9eJzWxCI3rv^#Ue^Y1B9eJXjLswfw3y{}VB~CL>9!b@l z+*_6L`Q8M8_wKNtWzi8mXX-&qJDwQ&T{Jezcvyh79+m;twuycEN_3cMp0?)rSfw^%}?B>9@l2H3a%7I+W5c?9nP!SBk1wqCEkJFnQ0 zr&Ma*+-;0i0*)&do+q0sSY*9bo)C-;$3IAnA^$ccCpbQyylTrF*zkHp{vD&0DKXd6 z!orl+Dz-5Zg}aPe!6^rg9Sf$`=em16Y)Ld-s_t5NbKbPpI827B6nM|%Azvy5DDTaU zlX)@}W)8`7C^K;=ST>Y*J;}eLL;v$G2?YFCD#XV$RG(7+fiH$$r3UXDbEn%t5 zEhAwcRmkhIOU|casQLj->?*Z=l2a}?m4hHode$@$LGI^8N@6>T=|JwMNkUfx(Iz}u ziMGBNc+<`ura_1f2GdO?*ZdabVGPksb}zYI^T8@joY$mobCYh3?jY(xI+V~i_!OY8 z%X`RLLXGw{-KSOZAzu|2`jWTFJ#w$wWgkl41*|h>*OKUNW0J>Q5TNx@Fp{cZ#a{wT zh}q#&I_@jHOxIqo>!$I3O3D~{V+m9iXdnE|#U&er<<~?;__?>E0P63*A#$^q(@_+k zGtycojA;mK76YGi${pJXnOvu@_Bc5)S^)`OBBcWWoc~8G|^G^LX()mX@_#)u(ps4b?;|*p|lxEXflu26`hk1^+v_+W92I_l?J1343b)AWm` z<;ra~RXOssmOz~YR+l>1W2SdC^&$1cBG86!%5(K&Ca;1x4Y zwva|U6w9#mC$I#Z*8y&dnifD;%s0o}1P;`jV-ulY9^ef$RYjXG5Fmfkyq)?edff0P zBl3pfjG*2F;b)|*5V@iy^L3AT(jZKIk?@X3R1T~0^-M^s=7t;1V z9yH>&K%?`say$|ed@D=%U@i+GCWz6p12!a>RW1;<#K5;q{G<0J&45G`E_`5-UzC2x=6#zOkE5fn1Du^&zHs2% z%taRoeD=@nI{i1Apv|MdzYnF@cw5V|cmWjeoCqBFhP^xZdUb4R!l>g{6}$&SaaNA3 zYQnHe`z~#;*so=#mh4`GGNs4qhhZfJny>eo*x7z*Lbm zq@nhFS*MBHg>EO1A755ImyNcV2d#GF9W`OXnTTxD&XXt@JP1L!R%|K$;X6x5Svy|Z zW}36G)%C2g$H2=_Kf-*ufw#$!L!@|20Zf_|@$k=8*!yJOR?Z|dF&(I7nY@+DjCkO*qkx6O zAyv(QJNs;_Cpjvdhy+vW$Bp6x@%Rh#A*D}Y;5#H1L7&2`P9*?i1-stn>x6We$cq>J zsMwTql_TkemhTtV>-0HGFj`=Sy4%N5%-lv&fvvlpPi3N$;_4mdI+SlPlMSU7A8Qj$ zM=ufrOy6pnAt#n#dV~mw-f@Hv9A66Ndw;9~;`5#O3#-y^jJvmzauzoIgHSC+@LM@2*FSgW8|R zKPK=-x(fwgrS${z9ck-n%TDqtCnk0yJQomt3pI5JUAmQs#gs&=WSx(eI$E1%hmS@qMXyg6t+on;Lr@10bYL8eR1fgWFUz-(HDT% zuprBI6Q^?HKC4P@tU9>)+U?m9d)ay;kr-1mW_lM#=-NAo{*N*rmu1aL!xw*~YopCd zz`LSI6=JB}Uf8Smb`9DV3Ndo`qYw&^b4x>yuZm!3mE-YROgjU3a^}w(f%ry^)^(i} z`gU8wZ3MruFtq}j8vk{|gBGjUcNFJbr(O&dPSpv@yXwE*RDzrQ$%Weu-t4e!s#Mj~ z1aqz&-pFPM^;GwxGU9FPslB>O`X+HL0a?CHhQ1n{>~lmzCE(=F<5;;?ODIJPt{e!K z5WqJx{+oIc!+mF^K8~$Xz`U;L72tiwV2=g8`4c~}a_g~xTe3?GxaMb-ciI$%!+n44 zk4SaW8g;$=aiur0Z@ww-A66A%SUOpiHB(on^J6*bN}4@aCs2qZdz`;5i?s7*7SFQd zkZg#**V#ftx+%*~*T?jS-eg&$iHjI;G%+h3^qGTQOR54IL-I^|L_L+fS>{O%hshF2 z{h>_4xh=0Bn&49Z&#$BY&SM1axV58 zVsVp(o)qE$Sib6qChf7{l) z`y&h$q|vOBd&|pz8_LJ|@i1hv)KF?2uavol@`;Yu2h*^Q=Pnm&yCXVLp%RUY_v!H= zYd{3vX~dOUywIDbi3mwiPrxn$)TNTTptz zUX;L&R|m4!gI!-rhy~mZ9_|GWoGW66M+H8$T68na?rOxJ`)$P-+~> zq+!bt2vFgsOWDHbABwQT-{1eAv8X1j{PYXFzP(cAZ0`%C<{p3rNXEmH*1I`YzhO2t z8l!grupC7^%n-CX!{wBTPBhTinD=u=J~s3eQyclbvdGM1Cy+$(L)|GV#J}}`VuW~M z?`~Ms4#i(Z znfvbiV5MA~DscObmnQ*RY+@#fdZjGOcCq74VTZT+^NR?q!^Rm&XG$h%+H>H&Sp6|Q8zU;UkhyT!f~ znpbGB>qNgeqM1BFN46+R*S}eQZ8vl1QCX~4_Q@AP9uh(JKj81G7nNnj=U1A*`dqyGnv$k89nq*9(09J zjeejCUYvm0|9Sr=6!NAnnbj5jP3#f`U%|PsfHu4S!JPAsiSbUg_-~Gh;y~>Q6P8~6 zx}CEKr3hiRX@{w(P=cmU^v;>EmvP~&>m{0_?n2o{P7Qd!M)O8zy@$5fdFSV@XR%!~ z#Lg0@{%=*VVxhy3J6=cg(Zdd(U$u6Qmb4R=?{OY`3RJ2LsT&9I-J(vl!!G}jJvL}7 z9e4%0Mn*6!l`rSq3GS6rGyFW6L`?yc!I?RKi2srz(5Nk0Ivd=a)o7BHKe6!$rWa1v z>$ySsr&z0?-n9f4n%4H$ATEhXOo6`=Dj++zF>P{;l!UVgnJW)?w)NpG(7uoiN&4%0vLLwoJc+9Hiho-M?S&eFQOS za9N1czoupJRG*FiFn}4sO(#eim{>acEzK!T0X-Ussk->;C;&VD{+n{r!Z^qk5reS$)E%!_<-*aMqFrgdA82+f>NC6Pjl(3w zq?k)uR%<2GPhEcXA0oHIG}F}8FYoa5x3ZXdt05?v=3=2l<*sM3Fk$wmV-`|%CklIY zu*Jal0T6NzqoZWb+?gNXykj=0wk*$ay5F8(v9{uJ72z~;o>~r@V;JRgF3g3Nlam6O zpT?A|Tk(^=U9rB=wv@M*-po*Ie-`XZuKn~Rx}lK$xHLqWCyW+tl-_EYR1ih#=R?Fm zgO>oQ6`+k1fpxv*NzvFZc>)z|-<94R%+Je=)6Me(l1FazKT|*WmAq6cMG6F}$b_C`f|TaOw(6KwL1C0Pg3D6!tv zldy$>{vAQa=a4@`l6P(!kvyGsl*!y|PpZ)*MmgqfR(cGb6nKakTdk4nLJ1 z4vrU9Tr~MPOk0M12cTE_6+vBq*SEC$*a)K(t}N~kr>^+K8E@ zIhY%$Gk+X4n4_5TEpqCAyTm3@I`r;6RA)7RYnVk`eX~{z_-l0?^XH=S*2Cdz6?12x zmDng!Xhp47RN75bVuz{6*R!t(5FNu9%u56P1dp_ak;@r9TmScD8fu>L0x+JAxke+` z-4DN#v(s~dUB3z9)S1*q1|dHF52k z)?>f5MYc$qWvc{r47!nbgU_n2sYHa~(9Pt#&#kv~#xQMZzaR03XigrTjfoHnG=j4) zVvM_q!V3cwz3DJXIAZ4eOH2J6<$vLE02dXjMUnca2@ZdYTh_i+#NR{nT*8uszdmg= zLEO_pMwq_@iFpiShDFU3$}00_d8eeQn4f8$j4b+8sM|;QY|^DSfWa7TeGS2B`v|T* zH+Ogj)us)#ERD^HNkR<2Xe)dq*$94oP5sBXmll`51Bb_<^bJm$e5xJatOUyMQ z`Yn2T@}zddg%38>IueaM`HmM_iv{iCw`VEuAwhod{Lr7%pd5xeFGyp)$3Ht8v1tyS zZ}VpfuKT>P0Pvl(VqDd*GSP!(Pw7rQt+pR`oJKU{Q>k)%b>{E{sm=M#Q)%MoZ9wEOI9rHPbb(wt zYBa=QaEKFQAtP1;mAQ~7dstx+kbIeLw|*zu_ghjy&R|{#6k1Lsrk-QTcL$85eOEjg zCPUu`DC873GM;EFqH;G&c)zDkLn0L(hrLeCW|l3RDdvH7dy-p)J<6+SzA^S^$g*}J zfFJUH2X_wH=@vx8Qm4M6;n7Gal{O3HIYX9hG+#juB_mMBUMn`3DlbLRD<$iJE-j;O zle%BO)8>q=ZDtH_lNe1%^2cWJpkqYacpHzqshe)8Q|`CUv9PXxVlz(wsS5ezfv5>8 zwI;@Z)9zzF#IYw>;AcK!)@`z+nJLod9#FdVTM$9Zz)2$JoY~YOFS*TGS^dDZh!{sF)Cx2%CjwoRw0Uu-c) zmpc(fXFnIA^~_0>f?Q`tDnatp0WGD~a^4sJ%>sS=?Xxb`gavqcvOH&}IIaSG5ozVFdiE6QYvhD_;(td! zefoLq8>x?kUx|9``7{^2{bf;VX!RZTrGjVk5|OI}(&40{pdI;h4{xNsZXFI)_Z-Jt z0y+5qz7^hk|8Gw!{8F@iuryPfw%WEq8Y5LMs`T+Yf;AkmNr=-J{_4`fP2)~J3A=5v zy~c(Pi-8ALio850kSz6kselOi&|ZTR$-sH~=izO(!kNht90sw* z)2)zw$!kfpjVfLEn1(_E55YsH)s37_wWiW<+;aten6ANf7WrqIP|19RCGT5Ti#R<& z;aHf_*0M@9!gV!IbS6cz%HYp`?4^p- z{!-ETlJ~gt*^9O~g>c1D0|zb7HVdlyv*1=!h!Ns1&#G7pj~hG5Ow#CbQiL@S`$qbl zx(1BK_H4zAgGG&_Dd4y0ZqYjS1{rc+I&=q*9*cVeyi4vGEM~;6SFG;UDZP9Y?mVez zXX0Mt^hZx+rh-2Yasfg156vg=^y51j-mZS|c>)6EBn|L28 zZ;*<|KY!zTLNr<^8ndr=*}1H`?vudZ%TxsNx^282O zgI^y??vguYrE=7xsd^IdAiVO6(HVk_Aa&$IozREdL%xlI9Y{PTzU)wD03{VZ<}F(9aHt3RAGKe&9H4$ouy@;7E?$n*41 zF?cQ}Lbh6eK(Rn=k5u$HVJ#DBwe5Wn6NPp>y@K%wLnpAqdVx~yzQ|p_OZ5&V+U6JU z(=o4E3|A9|x#PC!>ZkDfpeQ~5x=lW3?bgtgB2Tr-1N>*Mwx0EPI^*MI5yFx?b|4gOT~ zTDVukktcb)W?&ROaV)2Pn&31f287i;_~#^;iDr{w53y*P*_EjurG)LarFxO9G z>}O*0(`)Lew-kwfYMWNJ+|r5B>Ep459%^gI;BU?CrsMa*Qf}8orQPlz^+q}x4cT!W z444R9PM?^_i#eq}&pl#z|7+9FB=Ey#-+h{o1V&D8wV~iHyCe2(>wqk+(@o%)#eLxM zagGhla@n9ma zEHf#>vZoH?#F7Ih(c4Do`^#W^cg!>~90V}h^+V%NTJ@?!TT6%pwr?3GncySxV{f$j zLg2V2AurcYw+MX~%8eWBJ2IEi^(OC!5QPMIt&~CJy+298AA3^D6wWP0IVj~O3FOD@ zEE`eq#0imUyn$q~(t!;6v_jG>IJ@Z?(0>JsAda$CLfTtZ(1}OrSpb7eHzAP8))NNG z{TK>InE6K?9QQY=W!j2n@@WjtK@Q_)8ZYA-_^RqS@UN7suUSm9t#&CXDWq-tOA{_L zjl{S7_54@f9PDg2IBG;Ki{iOk;pHDXFakc6~o;)4<|Q?{jIlVt@*smiwu&eRyx2eY{SdcIbhOgKLqr-%Fy z$?OLJuMwNmvc>Hw!Z(+_V!icQtMVaV_#CId2XYBFQvWC(-VS(6tH=)h@Kn=KV%|9xTctl>9cHgCl#U*CDDW zs!!BZ_o>eEL|ymA^$xOcEBE3iCymXq3ru_{d`BAN!Bzl3WA^WrurbwSlM1a{paQS` z7-f^Kah66|GoMxRf3nS0|IIcR!6-yabaT#GnwI2ZO@Me$)AUEwX}XZMJQiZPz9k)G zkkKe%0E>dA`RQbE%&01dZfw@u>;>t%xqdI`kaOFph-_oXj*r{v0SI$CIHvQ*WBQgq zVp-q;FTIDUrc0cP-aC$IwoW_>bcx?XK8=HCyP5G>9dO@kjhs@uplnx!hcd$Uk?b~9 zX3zy$%JyJ^JVwiX|Jw_($36DILy6e*OD@}OZO)e~5Kzj_+8Nyc%tx(Du=wtTHt=JK*tYvS$k*)5K?4{(+Mt)ojn_UVxrA|5T~(C%t)T4Y}1AG6FQsIF{?XyGR7rZMkrURhBssn1#GOU1zt`Sp-X&GNmzsv<9yY zWu8PBiZai*7tCcaH5L4+z~J+_sodzfuceg~WO{ef2dgl)mG2&A!A*$Ube5UMS=H@5 zz387Pevy(((f-LTA^aDHJsaf1Xj^Q{TqOcot$vfn6$r=0UvdO}q2hcifaHzf7yK=o z8xCXpyyeidOpc|rh2fc#6`53{#r5?QD6gfDt_BI>P<2R)zbuclTO2&)&hGW}`)lkI zi?G)?OS|FUrvh%$X@D7J21o*_csu8&^ijU9Ovc(snxmokQU{VA-F`Nm z>VQr|BQD&RZ>nu10;$#YV2)F>bso>lko^6Cp8wC@#79!nApAc@30-9jhah!-7mb^$ zy)a!+L9}Saeg~68k$U21V1BekRe!3`2-*m!-kaM+6hG`lbt~ow>;(BTcB}I}gS}+! zgEhZJ2V1ow$S!4j1$Dw4+^vt1VS)t$54h=%!+l3)gG6D%Arx2Vz7PXSRW1?I+KT4v z$RR^n|AK@G$BXxX-u;lUT9hBrij~Jx1cv?i{01l&zx2!$XyS#P01AjUDMhf;gb&Qv zV|dL*bTftkk243kvT_3AhF=IX^RXZK%w9%n*ZzAt#R8=gl9Kta@Bul$IT~*C&lkTc z*hkp-C*k4liH<6#Pdlr&JF}wgFbt~m>CGTCfX1($eLAwR43&ZM zeS%VtT~oI3){6DX;j;`RYL#{+vesp&svXa)l|&@r)xyy_N-(>hI?!R^D*YVd@{cx* z#Xt^fq9H}dXv|(rF(>poF-F3ZAi}(#JW~27P+T8oI46AAbVQeLH?u|VMTS)}{Imh~ zpmLy>z175FCSAVC(s1{I4EUDMvRVI%TG+tf;?;-2j+*n*yfb{^(Vn%0eeLxc6>s>%NfONI!IbwlBd{A5L4YL7pf$!?*JM- zyQ2}BKYU~y_3LComu4Zfqp8|^O3qzITVGG1&$!1yB?hgshVE2SR=kH{ezo`7`CwpJ z&61LKEi`qvSd4-XwjV*^S5_!ZR}y@n(>6Y!j>joS#dN=RnVm{QjBZ(nMJjD8=CJ-* zQEb9yNMC%gk}<)f@et2!lroRs0a2}GSxk^`!|5Ps(1|pHv7Y7HyZhRESV_5$SDvGV z5@Vz=SP>6EKU~gjS}&lP6QGu-48S$4GE$D_rDdYVE7dZuzIIG@TYS)-Rx|m`CNlI- zp6lBzNp&`osz=jDeLDe(F==8N)P=@L93g0iPr7W|voRpeB4O3D>vE@@S=^%wZC5ui z9@L@V-jW|P9~;4Mk?b>Z=IGS5;iQMP%;8k3(qs-j_qq}~P0g$CTz7l;lG4(4}{o8L#M1tO?aC|31OlHPZauWfnz`5L0g0v!%KjlsN z-SR5>>^1|AN|{a&7wnw3pNYU7Kn%&!uQ4a}8O{4b2A+vpXqCk54vqbnY{|VB6+Y!`LA=Y>1}cmyLG%B5M|H0W{kXi}D@GkWmz=KAnp7_1As-!# zsM?Qj1I*U^T5NA>PlE#33>M6NgL{8-9MJZ{%3ytbnqH zLZ?VG6TyD%5Py?>FlPyJ#4^RmZL;^5`FTG#ic{MVt!m&NjHF0ymtqqo5-QzkCU&Q6 zN5{}xNMA^6wla**9Kr(rP@&{2rW!~(NKi=l8ewekM1S~?NPPZ;P(ze^nK%5kI80$k zz2;k)7UgaiyZsE4$AfF1Jh3FO`F3b4Fbz&~_lpU3I4LRuU9OI&%t*j=81TRs*!KO^GsS~Y*mE-O|W0H(#J;dW@XGSooH$V3%Tf=wGIrH%zinp z{o#%eFX{S)i5B-LAR$p|U{TDlXyM0nHczznS9muD@p}x|lR~+oV79|SLC@L{7QteL zc7FA;GM7I<;R&2s!GF;8Xj0lJ0aIllid^t+>c*%g3=p1Vn?=8Q=EGZ8Mm!Rlk)%)N z$((m%f`|faJ~^GXiG$EwS3TWwU^HP(3I%(!|oegx#c6&=4d1%uBxBet5u9d-i&P#q=GJ z6eoDx*%hpm`=?cC2&jN}z^R7QD;?v}$ABbx3hr_l>{mKf0*y%y#gm+w+QV zH^FC4Vj06=3;^9lE8L2ZJb0p6r1e)Bgb~CVamSLgvi&92jwaP|K8u=6@N<>yU3EQw zG)0VcLu{IAlvIQG5t2ph(n((TW^!xey49(|70|a5Ycxb}{@SsI zf7Dtp#KO;!v?)b55s9;b75=?Y8+=OS#>oq!6TYM{NQ(F!=&zgD*}$Xk`X>HCj0 zDgIw;^3Pp>y+7w(Y-uRFtG3C9tI$54gaEH{AT&lhSZq7On;A~DxkiZ7*8=GDEg)0I zdh*n0BVW{$6mN#Od$T!^o;G8VD<)(`Srb2t00&@vB%pN7>#oZMrdU4?M4P#MmC`(;`HyPQkHzHHBoP-wk5E$}$OkAyh9r9eht5U`@8izZ*PFB)$; zWD{8}6QkhUWAPVg)#5cLr~p3Vhc~LdTaXkYDlLM!cX(qSM{T1Dh;fRI(H9mb`f-!5 zyW}Pl?WQj;aN&#%Hp6XmHd9S{eZR;A*^_rnce#(7X(c-Y#^=-B21iWCpRJIE6;i@6 z0WZrNKjqO@cPNr>DzIcx>mu2&*&&>qW@z=+g3P_D1dI{ds~aB5CHBEDSm`c?vA=qu zJuBv=U1!$RZL|u2#;+THoMJ3+i*VppmWhBmkd7CL+m618@_=z{XtB-f3qWs~k@@Cl z{pnD?28)KE3D5ky6`P4x*e^T_Qd<`eUT5RYsTHOrnGN5nu6_&xd;R?SIrrMl+==eR zO3GT{TH4>z7`Okp4DUsag`aAi@>dXvy-QQVa<#F#+bsCiWJq3~IH?O1Mw>!?y-At{ z+A0t~=bOwscOb?4iyoUD;qP2a^?d7XJF1uc@}=&oGx)$cdWaz+VTot0QXw&;k|YF263_);31yQZ2hbV1fznnZ~x)}D9Hn(6lnnp%jDjRj88!Z{aZ5pOs z=q(P6QTs`7^xn9sLQ#fosqdZQfs)>*Ysn|1KR3w4#a& zR1)WJh)jNe>N+SfKP}%$b86bCYtdi#sfnazil)d7Fcbc9<)zdyp6euG(aH;OLc#x? z2p;Cr9@!E?_h)TyiC`J5)2TuI|8<4}Kk{+8Ou`|Y5b#C&6H0;T^cZ;ztOc)J3E>W( zIE%G~;hTLi5Z;jwGbC$$BuMxN_QVZ#b~CHz9c2jcN124{s#Giw82LiUj^~hK#GopM zFRv(}E=I>l?6H$z>dGPevMqIT#E;WaIxvPEt<4vgol5|^$J6}l^x+T;h>-vh0ZMm8 znVC^yf;!3KS*_A73ViF|Iq18a7PkhgvsBiP7c^#P2#xTRKe}ep#du=_E#=MH%GF1+ zx9Llt#jztp_>(g5H|*lWCVksy^)y3ut)LjlalGAl6sB9B@ICnWS`MshbcLxk7os7di8K@s)(XD%UxIAf7 z(8LgW#e***JsLq?nfJ-QC5FdbkK(6P+~s2Pngkl3Tl_Niu9!waXruUTDbOUx9eBd_ z-&Bk;e-hnT2%$j-jM0w%)K@OM94=$!Og7h&x%nBhQLu;FFy-W4oVr$FSwy%)&lcMY zJsM&_^}_E&)}R1IEM^+3~)ebfz(_APTes*c?|(r34qQLCBq`bH10bXR|Vd^@$0OhlO}!vlMuF|fXoR#B!I@%;2?`brdo&hWgWb;Lb{Dc_2)2^CY4%&gNHnTm?-Vc zTI7Aw)IJ4yYBkc6&Ix=JJ(|FNW$RF{pRJ*_66xxS`nHWDcw&F5H z4|qv^NUC(S96G-4*>gp7Y03}p?W;W^-K}O2WE5*BcMFkn<6U#iy<21A`t?R^f)P5K z7t)G$`{tKIVd>9?v z7mNbmJ_Lx(NcJ`8zJ|cX@^}S|ZyU^HdEA)%*>KUU%!aGPo-hoE#rN&M)wB5I;s2EmlI|Z$4k}TR99a$J|<=b7-KL;Jna{crK6BY{I z&&1*I#Zw&QZK+R78X2MvQGYn)iI{~gmVxn$k`wbMik4GdeeSHO|V!}2FM z-{wCW$1~Z%F40e>vnV9H$EFhb$vM%q>)r_nPy4(H>Xmc(jByn2PZ>P zIQ?Tu7G?dveIXf)b>zFdcDPmYR&C@4c6pZneJrz_RTLok4{31*gt3kEjslsZ{2%a>?4+-#W z#cygq+5A0I;LdCL#ijeSLDK~|VABUQ={rZNbAoc&-kg=a z8fVkThOOAB!Q7rFak%*Bv*q8rO#R`Q0D2nbNtf7y%4<`w@j|uJ%2;?NCrSF-zz_y@ z$WZ2gvj8v0_?{$2Qj&y;zt|cre~yuQ#rfn4e)YZSlNLHz;Zby79;h*?9!?i8M%0#@ zZ!5|>kA!LV7hDnK zpY7t8*e^eMRjSTD_{*Y~B0zDU8@2<39`YytHLt8(T)OOtFgPCjZ?l-}UlAOqJ{Kp+ z99(7w^RSGT+e|pVC&|94Y+tq=hOEXT>M}I8nG_t&e;1~5C@1`~v^X;|q3cp4JKI^( zI8^fGZ<6{dC1ggL7dM-wn0$U1!@_q#x~GCe{CxU~$4L+Gu#35|&eW;)mBt$AoD1GW z-5wjm-pA42jN;at(p+Ui{E-VXCH2ok$ZUo8SkT&Z|1#u^lq;A202SX8jqrzY)bvFZ zl-eQ2|HmuBM3?n?bIZ*BCeib#<4YE!>GQg8#cKq=L@?Ofws71w_WlGJ*8bzbPw+Us zfe1X6AHcLrI#bzDSzvbCE@*qCa@S7H(V!yXX@7P=7OM{{mQ@rq4n}SOeLR+O9 zHc>{+mo+c`xy~0gI&x*57I-__Vu45{rDI(usi3*p|FhK zxF|{1)y`5~4Pe7PVl#_2B6@`#k)`q`0OGpYDd8@&s=T7s+2lZ%!}UYQArlo1d>s%> zA*Ou_&fEDFhvP(O`rMRYpi((rPW>}aBV%hD_swzU+&Rx*dY3xR zV}z36If|Tt7`AykCPZ>#e84>~bC2jh3r@nuv>OJqm#?H$h%Id7F?*T+0*D+9a#%l? zI7SsjQQ(o}Xbs#H6Ir>@``}m`0#3sB8(P^3opt_mZd6x zCt>i0s%{h8O1UZ~f1E5wUHuZeZf%OiNbwTCs)hHsZM@L|A5HuVu5{rsYAMjqCthPx zak4-)!g0__4*r@`Mcp}qlWpP}2_T4yjBMx{Phv)=8P2V>gmNNG*R$WKx~=6z@vteJ z9pGbFSQm~kBr@zbxVD0?mu?2!w?!{QqgLoUpwh~mQ8qN6!L@gbya8qd#;f1q#b{Ssqp(11`?l1)z z0ikOmaVBzl7na48#$)itz9--)YN`)~8dnlzRUW4i9<92$m1`vNo$hRdW<5O?EPgoi z7-}91roj`ezd;=?KujJFFv0gHVe-uocLy_H|G_;geSUo5qj1S$J*6H0tuUtLqK6BA zX$#K_r7krV_n1|*|IzhwQ<8!<8f7dO$FuXn%>rwCZm`ljRjFVgodtY=*;My#$nF!Q5?S#hWmqaQ}SNsym2| zby?ywZ$ocZaAb@2c~ciJan&=Kp!_T3KUh40ZKr&pkBb2Ud&cUoaRz}}+b)xi;0;0UGXe~zZZNPU4|5S}NHkAY zS4~UnZ5||$los~VhG^F+%Q2qnUXY5b6Xxj^ddjR@O46cWI;`;(F3?%BC(3p^-yU?K zG}4RTM@EODg`MVwEY|!0q<0e_cpUNcK2)wRG(#sfYh7urQ6G%0Kct3zFG>hUbv1a_ zsw2K|L@Dc{&N3!mN^4{Pu*6ANpsb0V5G_Jrfp|7`;UUPG3* zf(6JJhYf;EbI=+>^4pyrFMi@kN)~7gwwTrK3r#xPP=4kNPhR>-_X@_-k zA8X_|vOfQ55|j&o|Fd@b<2rXBkDb^4RweJ~h}I&?y^^Y3i#UK6jgNW?8Gpplmn3!> zUGh2n$RCsYz7%8^N|pyLctr~8IftB=iZYPt#WBWwpVA^X|3@27dcg9v)jlz5zX4+zKcSB?3iZGmEEm3nQR_Nw+wCzrez)p}dMRR=+I}SN zgv}UcRNbvlmpvqgX^>v?YQLo5V!JzHzww-lnx$mD3f$JirMO;~CDu9_#P4Hc>1*g6 zGjTI?ZH;^5f=i~QnXaJ|6N&O4eIDuLSG5HB6x@qUZD6jz^wUW49Vc$NG5@@Bs{Q2_ zu57MNLg4|-xvyRHx>3P^bWJbe^0T=?+{1f8>)_aC2FWY=OAj(+=>dGHhV8d-$TE4m zyq@}URA8a1hiI6968j@vP&IkvVG>cLs!8LK(zjnIb)w7aNn4}=mko)L-|)j|1hg{wAk9( z@>?*6$z3zXt%OQIDYR!f)XCpu>MRF>0J8P{>ZWVfy585tT$g+h9?Qo@QOC}aLle-S-D4W|XT9~iu z=pHdOWJ&Ni(*`K(_R~@WVm2Je^=g<^v)jLhdQxXmUdh;>(Oq;0j_;0jtMGuveD&FmIUvVIf=}5YagZoVyFi zW9<&qUaH>;A)f*l+%*6O{1sY=vHTz+bijr+T$?S!t0X)nO2F(P^~>VRwmKvDku`Sy zxQjMlx3`O@A<#F~CEwoljGk0UvnKl2)#={#W2qV`E^2~HGy<-$22eAb{gH)uRu_>r zFQaCdrz7F=xFvV>u=!|c`^Vaz-db{}dfhC7L^&JLaQXaML1fcj3Rqo&?X10MwvN@F z49*VD396aXTb(Y(>qR%i^scrxe}*Ef8^yrefm0jxH*1(_-l~I$C<-c&Y>eBZu&nT} z-S%YsFvr9do+bLlYfU>X6fL^wII6W<5OiMz79ls8FVcAPrJ5Sr?@~2~BO%^(sV%J+ zGf?X<0xv6LG4sx0V?UI^JHLUX5$XWFd+y(+AzgdIGqxP04DucsuKHXdfd&A2TyKW= z)bbLdzDwb)@s6cjDANn2exH3g`qnOu63uAWEOG_J7^sL-8j#Dt;Shdmp#P)!4g(g` z*AsZYY8*;pprnAw%;d2DzwGUi%@LnTT6zo4rRFN9gSCMDn0=kC=O}JvlWBkTl)}*I z64?5QvTN!~uy4rojeQ@_VkM>wTm^mt4=8Fv3CJa3<<0d*+LtgurRQ3w zVgNB50%Nl%-<1qcPR40e7c|qFCyCdkTdjQFEYXE(Di5S%CO5-oKTC+|Ty3l)9S&6X{SS zlLx!;tgw8MF#)>1AEq0rG9>#x=#UsjOFJWg(3XhUua5 z)yJ=^84?V8zN{O3O-_OO@%PNXuZipr9qqHstL&+ z2XRr*5-6>eAZtF!yUSNC!Cr9vu9Q$BpU;VGHKFIX`<`6VvCJ_?tzy9cV}C(RxYp+E zXWOQr|Hr34spobcd>r8Q?(zw7Tc*+fPjiCjQK{S7vBeu;e+*Pb8Yte&kb*4zE_! z2j~keE_ycVL;tEJMqg-%bAJ&Hk}$E`)5Xp^mdT$tZ}j3PSQiXv&cZSMg_^fufI&je zy=~4qdaRs{bJJVg)_{YP5$)#jUma3P9rYQ&jDP_)mf3I~Y$*&@&_WqY)%Z<3%0J0Z zH;u+QG<8O+>H>HtLoE81q3Cv1=06!+%Sx`J)-E3NOf8|5|`Yip5se1LzqT!Q8=ntyQ6t$U4EZ7OVUaMTNgq{ z-JU<87Z1}u=tpFETD*AX|5`inx%2&IkOS@`r@-c)AN`)}PTOooEdC`Tht1_nTxI~> z9e)?17^*eXW&UEl=xzA1_=gr(4%{B6LW;B6N8D%Hhqr8{YS3}jGVz?=7>gbuq>jp! zLO~#`ImMO{WwkS;Mlv}oGBn&~HZ2>+784avaFFia*g7H6GrxM}vHL>~i<#;L0^0fT zCY4?_v~v8)&f8}!yz|?p=Ls$qZ_aO~R+~zdc4ID&jn?dO%^q?dfLysh+wU?-eR%2i z+kCj^Fj2Xgv)JmTf13E|(pk7AQr;+-7<`hxq}v)|+6;(Qde(a?`QQhC=BzE%?tu+z zIri^BD))sqWyZcEns)lx+-c=xyA=w+B9*_%zU4*YB`KD?DNyRFKJj$wu7^`NxlJZk zdN^$!>6xzM$6h=RO5{-lPnnb>{{@t%K~r$iDJT-G3&biIKD*xfBMv#_;s`urZ@;PZ zJ!VA!E7*igTz_ZY--}!LT!Kt4pQUoaQi585K%P3e&XeDi$qXUxBKnP}sEEW?d|%@R z=f~iZYqByA(p7qo1#N`Y1euzmuWqe**2yf9Qu0RCE);nRWVViOaSQW_6eaX9 z0DYjXG1Nq3N;OGxC9`Ua>#yCaU|LYiM1sW8XgcQsNZZH=4*u?ql~D0d_>Nhh4Ss|F zA%mflY==x!3j_BYT#~x+HyJ;*k2IyV2(xOhP!UI2S=sFcZtQ=&WuT_uG2 zi~Ss*EKrR7Q5zM#*d6n^)9F~y(Ba^~it`+q5SVbuzCkCqD-h-}oY%Ybmi$;@fJK#2 zU(Z`ETGX zYpg*yj|0fmS7O)~Wy{Qn=xa&Lp_b%Um2!z>TSem}={1$G$_x5*>>Vh@g2H(Dp8HX! z8k=*5Lvylzq)B{=hW<$%i3q4t%dE|jf#^xD=YW;!>Q@3jxa)g!?Iwi zb^RcM61(Z--Sq=uZ9z9sP|aJlch4tzSZ;rL+#zM(op;isngS1qzXsmw9AP_@E4vsy z%Btn8T5jdc?Aal2SwP__{2{`rV>%_;Vnv?z`oeil2pC<4E&?yc$4(~`yY!+!T5Sb; zS{@c=38F3su+IJLKWY|h=}@^)w*6@1LP^7k@z(88CtIY=UBV6UUOI3y!WK%_aK8FC zDE}$*@yE7yHnyw1a#&eL;*9kmjC0d}$bu7Rr8Z75IJ+84a{I>4{ex?YznWODV~awE zVB85lJOeo_18dn;Ht%=4^2siIkP5#-b|5ncXEFaypA2y^tiYGtwk_=XaPHPe-kBQ* zlGdil<+37O-L;z+kld~dVzPgt|GbxAd&|D$aj%GsiJksJR8>LgqxA4nLH%j6Do9_v$-LukZ+n5RUmv{ z9{VfQzDJsF%me{{;oC16y?s$`F~+ESYyn4UW}u3fjMfDVt7H@4071T$Q1FBG#f%U7 zPpoX0m{cvkl~2u-o#$F=pTs+qe0QD5hEuvmtNcDtF|Yr7ApqVRuDNIa2gUs?jQDr3 zI=PX$y^T<(+(A*e*~oMDfo=C3Ov}+q(^+bKU3xs9-{krW^=v7GOI!q-B~xE|cI@qd zLyGSU3Ss4fNVcgeayJ_}Et?cJ_*8?|%bH&g9tXnQ>zUqjC$XJX9|9H;KfMTK_pp`L zO4~id%#Fb_R=s1ylhoB|NLghNqnRjo>ie|mGk9!a9>j3iJAB-PPgX&NXg~LN&68T* z$>VDkCB94~Lzrbh-i#D-+x+o&Hme91ra0&<^5`fI$d!x05!(QGEK`Ma(d^`K)rpl?$GCZ5zgsQ87=0Dw-+J9k9*1{OI*PkEYC^ zIk8DPkKCRCmk4FXazrwB5w`|X&tTX1=|FCka(&mjd!(;!89IEg!_|GM#mnzKhHati z6pbWWr1!3#XpI%rc$bxs!kYR1D{3h>#pcvqRn%lBcBayr95Mw&Lb2i(zYi|4n&x3S z9I6vHJcY9|EGENS#7pp!dfLzRvppd8pm#-`JK|F0r9JNdcTK$CLn$itCZ64Vfqphz zpMB9O`AaRl#N^su^A^=lo)NYk9~OQ`i~Y?--g^s@4~$0=GVLb#7rST`Qu|2x-m!J{ zVEf(P`*hH{8zTL~2M0%R9Vcta*1*7i>TB*t4ASCdJlZ%P^4$USxH?w~%V32*e(BhS zblw!k>R>kcQ7{>JV>_RlUsh+b&4KDm0{>y&wlr{%R%8=@3DFQa$r@k#Ny+uE1Ra}b zQ%UfY1L0qzs!%#l@ARi&=ZL|(s)Q8|jC!8Iz}zFe_n)bikBgv)xbdDgczV>Kvyb1W zBi3FQt4k0m(sBm`sF-CNkaiq@79k#X+*hW@d4c;Zg#f2soWw$BnB%hR<6d$92_E7U zfWO1LHiE&suI5qU(?G@mcxMd0bs+TJ{zg~(svB$x@o%+{3lLTaKy`nNW)DN1sNait z37EsMyK>=jAy0^nZ=uiFTKR{GtxIbdF|G5haPFP!(fLX;0am96uRE|dU|kK@ZwoqD zt%P^Y?zVe_?_Hw$*a7{}4!de|9bPnSWM`Z8+e9E*xlaJ3@hg|8rm+{&Qg0KV&_F z!2#iHiJ1sZJPd)D5V9AEr3r4h9(rjs#xOofaY*J7k4Bhs(Bbi13Smy=fhNaZr|LVq zddm)9%CN1&%pcJrlo+fM2bPA^Dfuc7_20tx%fxLr=(@okpO;yMfBpN*7s(r~P%|L5 zuAa9}!?aXQBs|&ttP_V!`04FY3!XKKUwTLlH>jYnCu6dQDC1E-x7W?nv|>4vi75*C zHr5eWa>3Zt+JdKXz!DaD_$F9H2YYxpzOPpm(avRX(V4GOwNd=@zD;z=#zpN5OVTv_ zHaGJjbY3GZo8=OjlkM79@4Cpn0JF&_vafGYo>>N|S9@_6*ioIw#l|y3w-DvWMP_fo ziS>%+e23SH<_E6Qet(P6vSBi68rM;l@Z+0;JIMnz4~)KBvnT#2Ct#|YT5J>sY1 zU6^@jF34b3RZIo9Xb+EsU=`I1y(>BT!Cw zPB{J;G#Gf*c&2Zw)qm<)RGdT#%MAU z#PISB35Z~oJVLgW`N{|3LKPw*B)%mCDVm&X@*kbnxWrWuj#t7PBFF*zAP<#3IB2py z^#_+1(Fy#rTLMLLdb4hWMGk9(BWN!MzTE_mC$3pX9DiIK+;N+Lo zOTp-g$q9H2+m6W(WU^UZq(b)MkGSJ)p9yvAdPYqrBAxJ+WGg>W+Ir+wm^jnU(M;Zn z#=#KmVgpqzvWJcFqU%40yFGo*e*@&->ymsSXPpwRqY3OUo>k=5?A2%Lik;xi!y?ZB zJR(-ns8N)!rRn=YnZ9c!kJKQWOuMlS@pjbsa6BfEiZ;LzJhP%s3UVl92oaP!bd{EH zw-Ea>2Qi4bV{VYqH}K>HS`xaIMH}6W&I$2PdA8aZcU7B(WrC-sHiDslpfUe_xJ0>{ zag!!NxVnL-Qa%t9bYO0~(+=-DO(!k+J$*LdaOF~V7i~8-s|!!D+0rfPw%6Rzf6teE zMg4x_jzcAMf+6bY%wzsZFW0|}ESYGNUiu0&QGm$)D*C1tPEOaRXn|76z%`i0qwH}{ z$i4Dn!F?cZ1qTI)@yi;u zjrX=vQi_X&TiSV*&O4wk%|WuG}*z|C}EoV>Zcl2&i=3 z&Bxt8e+IPI!MN7+qFIQi09%de z)dQgas|UQ?xornn+z%$!a9NzJ2qQECF!eezEQ?Xgzf`ih|@!wY3>9 zo7oxf1zeF8^J7t)cSrsoS8x3lWx%#;14Brw^iV1wNH;@BNP~cM56zGgLw7fWDBTE1 zhje$x3?U%h3?<$9vES!;_xjfUZT^6J?seVgbzH|;mNUIm3oO^SzI1lGB~O8}Q&1)R z>64j$cqvJ|66>YT;uNjAP>jAp$jhxCn?g3r=D+b*fo&GC6R}gE!D{pqlPf2~QnQ(j zQ4g8Awdsp@&85YLYcH~WU$bO;%qmyuTx?Ij^TZ)TCA-EP(2f5?;#fG-(SrVm=oFV4 z30A)U!CA_37%d8j;QGp4aPe6C=1Ot{UGFLD1WW9q$#`mG8FepN z=DS+ROT=oZEiXUuzl4uJtCAdLfuthb<1C>A;PIk@S1xHgE0cVzc1$U02Y( z>#7){^z*<&M%k}pnrbmD?#>8vOYXem|78J&NJS;X2{U_zNHUeyT^&>o!Vl(XG5b*c zXb+=vvn?7R?5`2{M`oN~Y~|mO%mrh0TeY1^A6jf(q`*9tM!B4*%(&o3a|W9qwrCmf zKRhy~22YLZV8T(rm=slyqZO=I~Z=h7Vkp9}XIrX-h zTnfkao0}A#YAh&gI1jXJz>s@JN!&A{pv=*9%6|lQ#Cs-Nu2{o6C>D(^7cqiicyF-%id+5;|VdC36JL^&*MXmyj4EaY5}!S{8_v?t42{w!#|UrG0Ajg20ayJN9kK!Eq){ zSY>{1cn?ve1ZqmqWwXfksRG~h(PmV~YEA)4V?fZ3st$K(HO-61LhsbT)jt&5oW>8;6+uO4x4DRBc{vXcZD?0HXb&EW;44ju$%rzrF(qD~RnoE>acR<9FPVpjw zXoFg^%wS$dIODwNn+{HvcFUW^FE(px&=2OKf`E(y_CE9C$sY_zTniqY`PqGyS5QCkTwhw!j43xp%i1B(gCr4`&5j5+a(twv_n+wT6Y zq`AO5E13;&d!{XN{uMBk48rQTXP`*Q+e`9za>X6wRu{{!+`y$0sC!8w@@8YM#*F2M zXeOooXPf&QT$oYH^`|54z7S!{oKjU-;@esSlO;Ms#@H>0eb3erIi_MB;`^A^RqAo7 zYbBrv(ild)nClW2)|n{4j8CV84d6_*hD3d5x6;aq1sEAQp&wqk7MQUgKgnS^Q4CL2 zv2Js)CgPzZeLdZ$@-aeIRBCX%Qo&UEGPga(nbLoz(OhV>0NzInZt}Cu4ww?G=lvtE z5c;L2z0T!;lx-IuL?oA9*xt+?+DP$f@^J0l7aHGz)FfEQ%!i7*78CVM5vJBNbK9(b zHJ0Um{$$ZK3l;r$rn>Mq!UP6n$5$Nym+dCV?zZ-+=a6|To&7K(qmm`lxHm7<8Tu6a z$~*R4*9xwKHxY1BL@4nl*_$PT6A3SK@`kSnXuxWWq@ zwh2BDY%$5kO!A*zbpkLw|DHbn{5L6h_Cma|3_ug9?Y?2C$qZuLil(>~KYn!9D!cn9 zPW8i;3JY9G*8dF;njfr|S%pH*)KhQcFL9%Eq>>)wf8S;vYR6@ffb+=PLq%uq=J_NagSBY&B+?d7elid=nmP(8YR6pcq)^Qil^`wOHC&g6C7Ui<_BCbl<$5aR!Bh zobxxMz6lsX%U=krlB*jf+Ll$T2%5{&wVB(&wvH>d`7IU`pkrp)MU9KjIfJd8Kgo6s z*!;(s{{}r6Anub+7I6z+2k{rdUK252udzwiLqRTExM3Vu%vTj%7zK2!P)27al>7&& z4~_`x%%cR78Bw*YNThU@oM+?Tpdnw_I+1)Djyv^FT6%Abj$lSF!Ld|}b}DI5UNto! z;BZqMnPG#$FudAFdkWr5Dm(m1LfY8BNS93UixQl2eF_$QjBOiyFk|RA&MLX=_f74H zNH840_(rICthFA7x!na_Qd`y#bshZWAS-MEPx`3-Cx+(H1p7$C@IP}%pg+O?hKJz-)xFPX#IrOpn(j-(Fe62&wdxcjZ_Kojjc8>!Od4yX& zfba7$-`PX9A9$7AG<;-7-F98uy-B86(iR%#7x25}1JQo8IfEWv(XzA{U>kU|Gl|UeL9c z=?|QDD+0wi`jlP6a(cr~K+HljIFq%YV$C^cs}mnOqu{8JG75EOrA$dn7s~ujuvY$b zj;4%ynG6J|H7$NT^9)fIRaFl2uUw_YlPF_-!xSMV9;@O;J8`%C#OJrKS9WDMlX^7o z&?XCz`RksuO91looQXUP0$9RkBM#1NIx-A8!&M(a2biW64VE8Fb%WigF#TR8+jXT6 zAJ_1mdAUy}20P|XEk0&@Qi!G91OY4>WxfmbyuXeTDgzw#ulS-%`)903 z^B)hs!>Bs;Z}2I+5puT!5UtFH8dc8j(USt)8u&sOnZa&Pvv@KeZv*bu2>~)k$v^9s zYn~P6msXrh!ktbS|8ya_bFbx;tmxB4FveLl5OG(?$OtQhZOF+n4*C zHiRu5BPG-ItObj7?o#EyZg z)tRWBiz@@?HpncN_74`xU4cs8LiXsJU+I)9~cII4nNx~DXLK~ULX0wT~|u~aPFWUKrc5=U*PF( zV%XjJCI{cdL@Q@0^IN!J&0GLKgRbV;Tj3T(13Bgtf)IY=*@-{&+<-e{PK9 zb2!IVRd8lh|Gf`aR*T9oOSou5+DW^O%J7s1 zQyKun4ITGoIvdv^@588ThMP8)WzM;C?1#@8H@ukTYw2GbUAiA(CUy6GjhHF4cXVod z_v?l(nx}DbxHH!Nn~fYVEbi(i#5>`)i~BRac{4hA#P4@v=x~>}EP-UfPru?rFYjVA z^*MvfsBR4AfML9_>%z?DAWV{ToMT_6dmF$qvPo~`v2NmUN|`T$24;7iA$nq3YXUOF7!@Yhb)9e(MGu{=IupUuW@t5P$Wt@c11}asy&1KcF<1rJDdB zYbpxh$i=chUzoiHFz8xIZm6eGlbLbH{!M4#!Z-3kGtHNRL?pfy%&6zbtf2e+T!BUE z3~#P2fxo`%Xr6T=tv%z?sO+uMfiJ1BEdqXW_jrv3_L)4ydD$%>35Iv-liuK=He4Cvv&zLTCjOf977oOX4$urfDrUJpbHv>epF=Bu#8AW1duGhMRtDx8ao zT`O9N-Y(W8&fldVcFRgZ&OwuCeUwM{yUArCMDxIqtBuuRcj1=b9hJVCh4cXlH%!?t zXkU6QRqFAad~^64H=(wZauoQ5O3OyiRDuwyk2btoNV&Ke>ef z5tYQ6ZRbjmrPpFCi~stVJIavl4}Hesr#8=8 z3A`imCQ$-7DVH#Z!RlQHO!_jsl0kHK`vd2WXdLE0){9I#Vf93d1&!8jeT1s7TkWX! zeJ0_nARFm#FtL)(=>wUD@gR~cEE^+D+gO%t^bV@OP55P|j=-@GlTDt2dE^zbv~;f) zCH3I1dAjL;2|FtNb?r|L7EM0DWix6@KDOM3CN^!i1P*hilajm(JBVBe$i4i1sIu9< zptz##7@$i5-@A8q*vekTG+6d-f{_>T*YJ8L-B+HipK>6_rzl2P6D4=U$Q_yQ5_&eW z;74?^)JgUN1@a>2G_n{Rx^ZH7G^11o_%f{fvcdCYR7Q^XKv?|IWSh7Tb(*~!pb?#{ zxi{OyeXz)>{1R;(6a;pEbG$ithHxd~C6ohq8wozpW=K=NNjhS^opI*^efE?rcN3EQ zvufyLM@e@jX|YSMbT9PNaot4LKg!RLIY{|F6n}jGeSc)s(YE6@*Us77J!0uU2|u>0EUf=4JU8y{@+^|Nr@3SoE4-__cY|SPM?fSz-lv?uytOesO)k;&c zN&2C6F-@ROdC8JjEM7keT(#sUnF;bCp~5s!PFcu|N;K4*W77*_eYe&b-_$qEQ)w6O zGi_lP?!LvC!(-s;1rb6XqEQi9GtFk)r}&DEapHmOR>@^E+(pxj@DMp@r;vDxi)@SC zr}>(%J2@7mo#QzGE!#EtN((ctHNG($VS*X|OezHOga2Zlh}IJGLcaLWMfsJ{r{(Xy z>j5f=4XW=O$GTMx%hgKt#iy+dUq4f980M5#t16!pXgOn55RqdJl+M13t1m*aOT>02 zl(`5`^!tLD>$4__1|1}PdvqBo82EgJkjYr#Rmn=2>DGPbN;rj``j$F+(c740j(LQ* zO*^bC4>Jbk=fY+)4HcP%|8#+rwl|ry$ja>bnfSgoL5R;m{w^Db+DtPM?_;m~u;aX< zqThIR$n3n6*x^D*>JVln3ghgR>fsPpF-I|6R~F`3300KSakL%0A9$n*B)WO14V1k0 zKN-KZwK)19MU)!nOo)`bSqNEMkkO*v4;#w!T%4f}fO-W?iGQ{ z2s3-R5nqSkQs9dJlS5hee-;$(VgG%F;97;O%{srisC%tJwAcEJxVPupGfwTII`6&7-hd_g9Ge90D)6RlHy>lCvDF2U>s$gQ9zF7w@& zSfiJDmM&`5|EynTT;JWq+JXa?f~gZGFiN=~9$5=7Sd(50RbEgq4{aStvA}I|B5Fwb z8tqDhgF(`TmX!Mo9wKA&otw>~bLQ=fXTkMKbYw4w!Q|M}MRYg@6#gz@USEghQpH%7 z7hI)tq#kQTo?dZNClCF`@DaF>Q_Y|LqM90DeUs%G`ml@LNO;bkh%m5q!Q9^Lj{Fen zVhLn!44dmiagK}Y3kb0b+xOXI5G?0yKf;uyr&e@UM}23t5%MIsgdY1TD+-hn096WoQD)KJ1g#x-(?=4T&5(T)$F_7gCzGgP&t%Kc zg4_}60rKlp06A=hH)_jQ1lLzrcm4RQNNIY0t*<^MUEWepE=hl18EG{|)ltGN(jl9E zP!Yf33&42FEyp5)TiAQ!*I}yLXKl%*M{Y#ZSG~#WBP0cj4;AP;LQ2>+d)J3q(sWIh zS1Me83T;@(uAoM1?rP{Us;wqMvHsz$u8=KQwg?JC2G6toB2j2nV5h(qC0mlgKHy#)Xf{s7I;I zYcL`2JVNuF(mlS1*;FKAvh9Lawic5{s3O!>6vjRBLk8KXaJQ_XDl~u3cZ&q|6}h2Q zJPNn9tXh?Aghx@UEz=V%R9l;!7AXClT$qnQfRPzWc&_4cgL-4X9Chxs_@RW>>iS~$ z0ycidtih(C5W*O52GE>ep=rjZ@{85UP+k^K6fZe0l)dv^iWCdl?kh|_jA@Ga9;Bvb zGV>0v1=YyzLR_~hBZY{0=5gI37HvQRuJqSg=V5-x(!+htp{+|MI%3;83hPpP@v$V~3v z3l7;zfSj&j@Fms0mn>iH;YQaPJi4;(@C)c5qD>;RTf1DzqTe|O*(#vYhLv*lo7d?r zQkJR^MK6Po8ZzblCMbGnV|s#_rOt3RXJXlb?UUQLiX^0w!>5TGO_{?RSisheCGGex zrXJgX$F!Fd8?2(ZtKEafm03iXYu~bVR2jtZ0UscCw>VC|7%T=TKv~|GggUPJBkmb< zmVaHC&dvyeDXti9>IT1BQIc0uvi=KU`vwwX>WirTC9XzA!s$vEp~-5*B;hshkwrNH<>R$3Zj3o@2t+ZDSt+>FVkKec2t zOf<@@cQk{egnqpfHoNr7zX*^q14G`(n9(L4*|)XDw$CkTDcsbO7nTqbjK-U#@J1j& z&$mo#Jlyciuy?K%77Z)aILBa{FZj*}{D{+EDvAJ2E4wCq4`G(@bM09@#hf_a$L=!$ zo)5DJRW@`km#Jq9b0nqm&jZ2R*iSSv=*v8(LnCF!N!RkSKP~l{4cCM{{MF#Y#urqy zHCI-wjLJp7739p0u!)4|&ae2W{GSgT;_cIF0bK2oL`e3WF!dY&(`8P)9^ok^QFAu;gh5JJ%zw|{|Z9A z0)4hrf@Cl5M4ZO>tBX(KU0je(_B#5p$)PQLSkmV?FMF~+;?$mS>A(7HQ*3I7h@h>#Tot4Ssel4F@O&5uc5v8EXXNG+In?r8&j`DW ze8sdxUx{cSv}fx<)sKpgGT>%&MPY@*wPm$5Q!1qEH1tk4F(bz_%Y>d90B{qY&;K%4 z_l?gP?kYUSIO432HK#F6GmIdm=v(x6;(P0f#xtt>a|OLvXo~oQu(366^x`_XzUdR! zhtLAN?YynZPlHK?rS^#r!>eqXJTC30M^)@&Pox?l+fS^*ie>hm?+?@0Ia>i#hu7VB zqVT3)>H}(U3V=VgYQ@7KYm>8(Qn>y)_Ez%d{wR(%mw52aJZilHHM}!5A2G`rL;r?( zKnSIuXEiY>8#LwI=~AzyXUS=dWtfNYUnI(xKX-d>ykh2- zr!FC8;T_n%9e^s8e9x9(!oy?Fu1eMG<;28R_|K!yqdGk_rHN;aH=+uae@cwD39?~F zo@?IVPCln5jxIOqm&8vcd*9zI2U#c}LLG{j#C_HrygqtVnA0T_fiU-fonzsG4|zA< zDgSgG>$_oT4Y^aep{-fBtcn0RWH38&2Oo-O#C%%y{CHo^> zO4g3fs)5$s-*XutELql7HIvz2KldTJ{4}XTdLwHdyZ_YojF-Mcw4pt9vGk~8fQl~26qbjJyZJO)#vGwrpIA44V}$X8`FO#V4(pcO{X6)XXAH!8tXuof z`BOunT8Px|z0=vBAqfU)NkV*ZpK+zVLqg2jCML6gmp?a*HNzO_N@C(4vN%Oj{)P%5 zb#?Y~qE>~nuB&DA8q~nQ@JdO~8ZFzm3gdu(+YTlhE{#AN+xg zIwX(f@76%{~dL2fM-$%~&Lhg;Pb1AIN zb-j3SY1V6w9sO-OW<2O;3SD_=k-qq?jrz+*ajM!7F*3Jujs*eRZ}PFEz6xOBoG0mg3gS(71I{^UL=*m>{kPYxcw6^S<%R&-`_~-^>Q#A!b zZ7lH0ca`$rIH_Q9GxC8|yVonXq~!Ip=#Nc2nD>bR@SE!IaB%DL$B%I|%#44rGDZ+Y z`@%>!jw{r9q!)PQ=0GJF)uV}{`m`Z-u_kPT90Vh4hXr!M*nV?ogm#9VewZ>)`%nu1 z!f_O2zOq*%-Jy4h?Zp+{UL=AZlDEif3(hK4Bx#JlGx@O_UHAgQghiF-uXdS|l8E~7 z-pD^?1;{~6_DS)cPV|Y>g;u-0cPO>V6_NNJv z%8iQe)2HAqvqc^UUWTiwD%Yh$G`)%}k|=Xqw!4cT>B>mHpc+=P1w5*eS>=nRUEk(%pcWvQa7+6Z-`a`O9hD$j40s;Mku zdeGL7ZYKtRZL&%yt0LB)OTe>jE}Od72JlPNk$RyFsfv+ANLq;mPqkZX z%-^Xz-j=haSrR0*^5Hi&CSyuj3bZO9N%$he0@mmkGpf!JNK&aJg{+l9OB@bGXWOiI zCtse`m&#wW`Ae(A}k zp6c?&Di8Og2A!dK(uE$|H1Q=8{2xswokF*5caHSCg*y7FAADHozd24GItg|H>PTf)KE40RvbjV zom0H*stry5LS_rF^^5IL{Fad%BW^|?>*f<~4TPdU{gXM}BSSg7+eR z%53NqN=#sKtcY{q`BIGr&u-c(=7~F$you3o&lUfL>mj_OIu5newS-|Kg4{ z=wZhx-`!TfXO%xV(kr#WS1kqtH)Pd)KZ#hS7K(2jJ&U4>0;Fmw&y>mAC2+4H;D;m9Lo^4GZsSh?L$s>9C2b+sHQ(o6;Ty&N zEAaOgmtLP;-aX@Ydy6kiKJy}%=vaKfMC3#RAaM(ixsLbF2$I*OS?x6`0Vi*v)+RE;!c2@{Jc(KrZ4#vR@TjqLHgSRc5rh&g69w zI_VEdYF9$b@?k(XM*^%*^xvr2AWuR=(Z;dety$j5kLnbM7kUrNn>5gg1)*cR;b4~O z#BE~25iV~+Ca?`RnfOG&7L5yu0MF{eI$5Uo!{;~Dxexz>E<^>iYIU!^VBikFH)6*B z=ATk$Xp8svRo725siDhXlKWZNt|6(dlDDOr)8sC-i1ZOXz!me_l}+RtXO&D%Zx&GH=+ZSnEMwG_j%Sk>Yl8eJp#Y)G7_ zI@O(sI%PfMzijN&joU&Yq5ElBLztw6KL7j%fTMb(6Y0s_j`C$i8yJ2ln5m3>9tCzq zR$O}Z#mPmUqrI#%9Rcy`DAp0epZLV#d2mVGEpkw+B6{^b4aJ*erA*TM()cNZ5w-it zKrfHVy!5t2*34p^lJymchi*1Uq}BneAqs$|Q90v;)ldkMV3q+!x}~1oa}N<#vksI% z4|u_R|0D?BNn2S}GRrcnOirT8>|YW4Fc!8jq$@XxTO-K{=LqiZBDn z+ar=i7{89*)cap@C%N=0dw$idQH69Ct41~Mc`tx#^j#n@{&;9+!q@4)sGt=N*a!iE zO;6%ss2Ifs0rY;r@jkKORrpm?!QATlbvT{%aqP1_<^7>P`G#zHxCFv$F&NLqesA&4 z#W==^bt@S4utn7Uhxdp{B8h-yhJK|>`$>0Fa_LFO^TGqEl?S3VE3|Mmam_={ZTu5Y zse(Pdiq31=m<1hQ@Hv9X{Ia#lV-`!L4zWKZGe00RIGKX~lyGahIwvM?wLCc;u0Dy3 z@-EXWZn(uBLB-w!9qN0*vbf`}N=7si1lK`eU^#$fmT-#^rIJIO6@aTPE75wK#;? zc9Tm5uWGxnQ$zbH{%C(W!+?}o6OEe-qcQ(z@YH5L)u`C9qr-pumAI->zQe<5NaNy# zW9bGi$gQ4-nxA9!t~ceUm~JwcL#FEQ@-Iy*8Dt(0*A8V%PwvOqG&JfYfl;v@=xqjM z{p2a2pRdI$a9G$hliIz9l9xo~J!uFxUya`VgB`KJg|ngT+}rL+3YHgDBU*Egolfsc znIlHab<6V|{&aZ6&K7tpEd(-aulPvK{@H&d5Wx}R`mHs?&8sxNr|D&o0ss*qSwIXe z{bqzz!}}Co5Zt9^T;iizyceWRKfK-k{82Pke5H=B=CJ&As`PqLvvF@kRlqwDt-`mp z*ma9}LFq==8fPR{TN-6pyxNT|{6t|tU`hr<#l6ZVPKgV4ZZ%rfW6+c(;%yjQ^ZsPs z-QeDnQ(L~xx{;xhugtf?cU2Fy%HrkLZxm7_-|X1}CY2L0_~=zCnZr_PpNX!+vt7u} z4v*>?DB0H(u@mz$PZsmOk1&2YA^`_l?$@dXmfPE3Gy}kYU7VLlUs3-pa%VS&8 zNHe`(|13Ae$4yP&v-j`j+LEX$=JQ1^JjSgxS%$YaQif5peF3XH@RS{(^I11D=EOH5 zKJX#q_(Pby>U-Bw^({{zYJslNoVI7;jRY-fsaX2&5bf9BnT+CAP32rO0gYjLb0;?-3sFdx_P5&oQ{Ax1iu8j zHQFB<3A>n|JJrrrxPz>?YZF0 zX#3h01jg*bVC^sRs_(B$r}86Z=9I##`yN!*GkcF|7d>K8C%-J3F&Fneg^_R-nORW6&2)cdckS6@6`j|wfoVzs`bO*)UV zC+B^=Ob+sSK6wMCDVAaI2JeiAXa7I8w6h9w7I|aAspHg`pUE7lxvD&go8&O-s(uq~ z$GM|VsVBRhMdLliVV#j;=_EB2L#Ie8h-m&ElVk?N!TuntG|`IE53*!+UVy~z3q-i8#7jI*_50d(HxxyR1Dw~P!y1o|kh}7@xPaC;5p#ic z!cN9^L=G2O@a${tIa(pM6ja~*wQT4F{M&N4cR@ypIC|wUr)hUU6NU(E{ z5NM0f)*^(jWf8Yy?ienA<9^$lLbeLc(_E4l6&9EucA9-~8IN~b#;A7C8?(U28Fd=N zZebtY2%wcM%f%|s2yTsp#`(eWKPlYT7~FY+um6EzXKf`DT*AjcJi1&92!=ln1sElU zx<*Jt%K)BAw?3#OD7NCej{mNemV5cDwVV6PM%AWl*dTKT!7j#Hyj;zT5@Mae48_~L zX@s0V@5>$b)rdAc7Pj0292D1)x=~?^%Jywr@W*`aXSQ^sXKwbqQ+Gmor$ z-Mg+)`EliX85O@&WIRwK!4(sp-wL4aMf6Q;35EkRMxM2DonX}p-@k(>6GM~&o3)3}6oX1JNuF`cfPzm^ld5ol1K{(GD#kf$ z`Sc)@LY-*uNmo*XH}LWDI7sY<`jBoLi}j};^K5xleE-gt6`OP-&$ca-Dz5N$> zHS*CSK&^)c-`paDQ0?9o^ymhHP4HG+GLPX|n;Ub!u9{fYmjLPp;Cx>bLj9<%KzJ?> z_dd(pmKgOi{#6Y`No8B)-B5pto3w(OPt#=HM$fbW*7Ix_i9K4F!p4>Iw z8iiQG=-`L7J)C&tJ)9MhE4uBPD^oHyw*4|xC+u3kNse`PAQ<(FgFA9`&L<%*c*Qja zHBNGhJvtHdKQ6o<>+ZAHqb3h9$<~vAGgfAJU8*Kk~_G zdWLkZ5o9>tKZ-tE(L^$lPMZ=PSG89$)5Z5ij~o)VGueX4;SgiJ_H?iQHK8ss+|gA+ zy_8ydYD3lc6agv$UA3gT15=osG6@aTSe%&mJL0R3tx-H9s&hY~ItfOkvbo63@skRD z`_b*p39ZR@E?)o^cinIIuSk{$8xzlyd-~sX28on-8Vl_pF@ymQ=R1|ewG79)+|+F= zwdjr#o`2Y}?>YYtL!0qxuG~LiQlT30g{-T;>!=;2TM;y($Z^VItoRVvzITvNx55&s zi}QmWTEUIqA=Lqr!n8e~|Ki5rFA3|hh+|=K&Ox&$Cbt{ab|)bxenk$wd?jMeg;8TXKSgX1`=Xx!4WnzvdtN;wk6l2rp7ex4Eg40C2< z22h;9KQ7Q4&2J^QU)h=}?02_i(E-k=Rk6boX~Fcg%3vDzKHmqCYFZKG^V}E@cUU)w zDWxCz8QnQNE5FkHmFc`>ySwy=eRilNf%?E}RHYk+_%C>U^?xHx=F}JY&pNkYeo<8z zgIeuDP7LoD?*jbNe$A8XI4G=zf4+?(;%!*5(#Wo}ioT#E=b6GSUV=oh^W|*_IJfFf zzV!5wA=W!4KXJ{PLvdmb5t-+F_I3PGFy|*`#2Wt6O72R-$?@_nJAqOilIG{2F7W&d zq7Sd+r@kzJm6`-&_*61ae{nt2`b*NA+E23&{1iuNhQR&@><(oEq`=;1^I2Er;7ijN z>ODc4;xASZqr`obu2}$Hm-=~KU4ZGI9Dv+xUIxdp#aDkIj%;I=#o*xnjdm*^dHd<8^4On=xkbg+Bkw@W>>gog89rJmQ8K~_ zpYO+)SgmJ%66H~dsxtUrNKgK3+e*i^d@jhF@C#!a$&=2&{o}YEf2#2aruph;%0;`{ zDg8iRnc%i_!;zbsRd31`tMPgLRZ$lbVkBMtU+9(i;oB`8yMRXnS{l{c7Ex798*m4;vq zMDg`e*!VnEA}ldt*NZhR>E)aGW4E)H#0QS)NYx2ig}T&dUYN4Pt_xoaXKv&(1|JQ! zA?L9aLYdXC=l$VT8Pv}!nQ z6XZP1S*VILi*cwy-jW-*gnk{cq`~T^>oQjs_83}zUqqd;nSNBQVG;@V zudi9@5MILnH>f|u?)hbi&#d>Ow8}EF^f+LpH8a<8=17&ga>pT|9hv%fxP`cWDb2U< z;SJ#Ro-KiCc)KL8mY7T15CUC`=_^6| z5#I@|O4l6T)w#CxbbCH}NgI=U{rejG*;5-kZM)5Lsmd-koinOzPfRi+SlJC`*xDNNiaW^HKABJucXZs zqA4r$J<%D#nN|+`1YoM6ZlA_Z8A4r;u2}b74ap9>H`894G0BSP zQG3#<9m58D)w7{G-HAx2=J-!Uw{Ej}<~fiqM;psm82uL)fN@?AzDpFWLGe8d)pL1& z{ao2t8t_Je9Ng189;8<@d??NGkVxXDWH1|f){IWO?$0aYY(LkK3{u2538|;zP>gWL zZtKNJ%@h03-10j=hCoAR1aoquC0ZCQf-CFUSP=t4tE12Gdw(o+{B^a!2{~B9h`0ws zVug0qHr^@PaeKQW3|3+Vd!cN_`gZ}K_x(TVahs68D^hDqkxn(6V!wmV)=|Jvw4P&& z&Xs3lyiAKh^B>66z9?k_5)Gvyx90Y&^J7Ke8_nkN`JGlFKd;3!%`R~)S#A2An&gdS zL77TdxHo0F*`ZDn@f>5odEtlx@Y;^wy#82(UhIw>-S`14l4^dZDK2AW|N zzPaOfW;3*!bA|}A-{{szu8j(P#j&8V2=)alCTWjBD!PhFt@0{{Z5<7W1Wa{46zck8 zY4zA+JZ)i`81D`a6LR*r#;i|xJywmlW7#~-sFE((wYHgSTHfnTmHUw09<_FAcZ+PA+jd#?R=$V(=huBCq|EXj*KY5CXY)A)cn^mMTO6csql?-3$%7pg zIb?(2be^`XCO9aZ9?EH_#8;!64McR*FUjdx)Z_v}>NZ*cku|Ze7TK=-%4$vvZFQ0k z4={VR%pPc{eAvvP|e=EVLWtoAWm5D5rh?p^;2kmA{=huJgprn9nm{a{IfOGc_Ry{9(-T z5jE#x!s-W9CX?i4>+0iCVGA?4#OCrgk&>9G77h!A7|XvH*VbWNa-9m)^(5Zdfkj7# z=V#mbt#!$YeF5N{iMwLOqLfO(_$l05Q=r6{$@ZS(v8+Db9-palI&C(|nu@DooqC(d z?Rgi1ad#U;ElYhQr~g+%S8n;YkHGpiJ3>uh7@SD8D34Z(wUj$;ysFBFWIs0lf4>s~ zg>d=Gi3)0AE^0y;bDX29sc6eQ0~d?OS{>Hr2m3#wl)U11beOiXeQO@etND6g6sL+1 z^e`ZMyNd4Xh{AAoTqy5Qr6<2|1#dz&Na z(z5BBz|r?nek&MB6%o*6g5>;frLQs(Q6^+^9qG@xUDrZDG)=9^LT`>Xq&)dIhZXin z$CSzVIWCIK`X&&Rr??{XuC0BeqTrPak3sdcT}ta`+5Qb$kQ>UiD;0=Uu^EAT=A1iq z6!8*Mo-f4v;>I`IH)Vkq&GmhMdjPsZQJ|)ITEbfoQh`juW?t=zxpDiRhxaiGnL9RR ze_kgm2}eLKJnl*EXHY^J{=R%0P5lYcD8tK{bfSA_+Z*e4e`Yt?ugjA4X?!)SGd-u7 z1hl>;l8t;G!BTjz$^}1q8q#J5xK>IA@vf*f`@f8l(MwRRzm%RhqS}z7=+uX?wtsKT zLFlmJoZ~@=0<|r&{$7nGdLSmhE(_bs8N)#Qp;__m)p3r7KO7Gbf=>S@BI*{T=DC`t zWId|?*|k46TvT0!+xCutX{_S$!dEZRMDXf5Tq4*b*is0d&|+SfG|Yo{YFHp^tcTKF_G$6@)h!O z_GbT+kp@{KQNq`6D;IJlw&Y*~O0s3vE322iQVF}5`64ay#sb-aR3@6BL}!dRj_NBL z^b1pZ8hxyx*GJDq1T5f~1IFwF1?Y$L+> zT2K+pI@ev0onZJ{_9MsSsl+0ScmI3Hw2s=7#H7OdKFwcY>V`l;q`&Xfe|`6y~M{3OED(HJ2rHCo5)W z(@l}fbFkP1t+MXQNQgcm#S^*Bei>P7ZM&-26u(_nT;MfOhvF5`t4JU}9_p^UbTiHA zLyVR%&6iTg#xXO*Ko*(5AAJmB!bU!pSFwfB|2{98U`!AP?&{tA>dL``TVF#Q!+>$q zZ$6#T3p6Ru?PJ<#o@%u*(HAG$|p-dfNhh@+Rg zQPKa!pG?vY>t~3%Cbh*?ATwo=^74HP`IxoQFHXrnU1 zvY*3C9>2M;P}WHeP_B=g8y9;Kj%vhXWo9On1EVMpFrmG)!;s0vm(AubM|Pgt-50Ed zkzjvukwW}~4!o{XCBcXSJ29jsalGYHC_L2$kp`=@aoiAQnuuI26OnnwrL>9yQ!s)`aDn z0$1~W!5HDr5> zF$uE(+~|`V2S?v#fI9rKvOj}$d6kx@&l+G=o;-KnwE6EcE6N0x5Zt7$Us0P1?J4aK zjp!Ztg}zd$E+^RMT5D;-zl3XN6_$UJMsJ(+H~_ho{yy^vpqX+GkAK9^5Iyl7E2`fh z$X>@=ybV84A7VR*<{#toKnG3JtosF;Q#*Ur8hRFX^_)1-jo0{VuAoTyg_=vxl*dXc z$i9DPdkA72ea`wp@PSA(JiO=w7nMThUCfh^)MQ2SpNW6)0}^ZchrO#NKJE8e`6|h^ zOUv*CPcS{jY_;bQHY#^AGJkow>3sqddX1gnEkvGh7j?bm7<0R2Ir!~Mt0j~M3q0`D z?2KnT#f3QfTln}XKQE7JceK;ZyzcvcuSmxa(sNPns#8rY^B-7k|2%6S$8F!DE zcadfc?uY{w=8Z;h#`)Bht~}3^XubB!ayt)^v8OdaCMLehJ22gF_?+RvhJ){2s~7$C ze^~&R(U|&--MVCB@%_COd%*)ayET;FDu0^u!n4exm(SsBUk#bBNWw-?na9ca#0Gff z|FYKuWzIL^BG)8EjI~;N%Ju~BquLri#B=n<;Zlpnmd2XJeTr+pAKt_d4B7TyRo)|) z$BJkIy{mBk5b+^j@!0lFWBQo=b3*KIqq8-d85k>${&_PgL4?H~!5z z{QCsG@$!ijRW=rBMof(Yb!{=LSH`g*!^b0x5RACbalO>Mb$$mm$e7qA9Lgip8^BOi z)|WMZv>>Hg|BByTb~!HcDb!07i9Tbo5^B1^*`(XSh!)u?URgZJKE?<@5c+m*Thh~> z|He!Ah;2T*CA~S#C~Pdao`5GeB_C9OxV@h9y|cl8CUQnaO$QpHYD7E*i_iEE{x}G=$64g% zm!!)_L2o@nL}zlThxI(BRp08o7yHnlGm90vOvc6&*aHrKK@xa^a`u=<(kM$*@K06@8Ale{ys;?Sr&6JSW}dQdm`Z-N#Z}_5 z7u;L{Z95s~l}8%N2(wBc>dS-eRFc=nLvZk=u*=QhoG|*@&V~w^l8b*ODrmoxPdXg; zSZ<=_^l_aQCCwGn?SR&W8Yo|(F(d_|PfMv>J=WOZtPsmOKYH6$>_QfV{THmAY?s-3 z_$==D`@qha(c%KJ4QpXf4i*b@&&-WxKv>g4N*^zLkpK50Y8{MT}(0CC5* z2!?;&1j)p{&1Lka z(eC8Za7-}IY=*eb(C<6fxK*;mC93!0U5fUQY^?~mC+Mc8)sMt3$CU46~f)&Q@+vBX1%gm zRk6%cnOjLtPK7eqdx6*}Djyh!Ttezli||;aL~B!!z_sP6?|ZAVsB<3UxpzT{yZ$j| z*9XnMSqNY2EXQreK;qOHh>RwE6EZuvuE3k52i38z*-E7mq1M=EacP!$>y>aIj-dbJ zu5S9y#cv|`>;Bf#ldC5i72iE!*GV%&`nO=P>OBMMNj7k4LA_!sK}W;t>`^kj|2HC# z6Shb{qV(4ix1|YZJEfO}9r!dY))-Y+t1IRt$M~C#zUA=GLRJ(VxIz8Lx!salq6f3e z3^nx+TOp@F%7yQzvwsKzmd+f`=DmeaGR@E*Zs1;|-(|o!S9f=J+X4YwimX?o9VCHF zTMxfcpA`89C9A0?g!Dg)=8hox>a%+~e!peU2-kXMnz^zj|F+rA%QRCD$IAzsa?b?E z&@p3TlE>SWLfNckw@&&VDuTV+JXn+JP(~j@Wt9SdL{PTw)mw4$6}4nr+lHs<`Z_I9 zNTWInA71G?Bs2mZCv?rSB@UHk^^}N4g0My&b62=j3F>#pMrt$8KxHu`L_nNFX01K4 z3>H*I1)58-CB!G`tM@FFpgmAgdQV)n@b}A->=(+*SCjz=4yW!~mt7z5-mnkW%X3JZx^JSiAt{&a93NQ#>7p8Ei=rg-84@27uoApc@i?oV)#* z8PuO(v`GV006wyU>y8a*yPFIR`eXEozvN6Rq`sk3D$}HkRJUwnZO@V5ovS~?-b+T8 zC2WKzmZg4(W7xM_zNQg2YYSbiRij+<>s-LIt_#84kEL+0PbR!}COAp{ZNr%d>W??w z`cISVUiGlyur;zoO{nxh`Y%q*Ofj3XJa0k<$DZ`KaKdphAoC3JM&pZAZ!MXvJI}^)UCO3+<6~I{Zy2O+Ij^Uw?x>|)!}LtUN{?JR|19uU{G#4Im2}?C_a`ebD+wJyC8~HY z{G{blnej=ig|ksCdhUEh+T#*K7o!?E!uAMB?I+)>Fhx9gPc*hOdh>LA-nhi)XkQ391!c(6|MwY?J&nzKD4_b! z)8O(&xri~*$SzDi;WAQ2IjMkqgEn%vN<*HMsq*$!*^^QzpALhAJGrVhm6w-@1YCR= zf>_E^^Q`;sV1p59(N9#0Hy4*sC@k@2ohXvnXq{~gj;&dkqzFE6gWc~-D-@N*;5l*j z#1t{P%MVLl-~LkI4*|_U0*CP=UE#l^Z_f#JTfwzCjY!8i+_4 z$aHyR^U>;n7!ATnl!cxF&Rc#wL}pf&hpO7e@9IM*YH&Nm%y(yl5@d#EJXaYBECwx{ zlzdpaCgPQh^kjlQ{S?WMvgSpAvC8$VrE|KnGoh-c=@j66FzA{}A=fHVp@n@*Rt?gy1^(tI>fxy@S_}!XCe6v9(p8 zsIqm}Wv$w1m=sYTQ`u?%&R#d5u6S8n$KH3(ogBJ>2ed>C)UYRq{5{^=yQuO#wj6{G zP?X+sWhGrZM`6y)`d|5FC8ci;?7UY@3ZTxaQ35)_Pd=k1pqrYR#C>@jZ-RLr#!)ST z64GtDyG)|Hrymy+Kr<@xT;CeXbya>`6@es;FL$2fJp};Ug*^&La3`VFm zUR^=7B{!x#dqpg2mFZ|_dAk#{0$_ ziGK#TQXjH-y(WU}dOav~d=#ltAl0Yrf-Y@~Bj6}pFuYVRS!9=ufElYPUendCQHJt;F(v**7rm@0O8%NvX3 zP}LPZk(Bcz>7?=LoCCKi8Mma(+2`rFLHgK*c}!0=*Lnc+)Oer=d7e7O6jt?4;+|&! z8S3kG1^zf|3RYcl?@?xNW!^~@z~0%9=r#IX!3~GX;kk_ z>5`8*TZgF7W7%nO@BY9%&lHxM)G`hZ7~V8X2K_o4^L%T%eVjd71Ig1dP5W?mId@x% zH08(#zpsp%)L`5Fye|Jcts8UP!g6%3oO%CpPRM!L+k{Bh<)M>e^U77`RailJs8hb6 zg&toKjSYWeE!C~U8c8Il&tZH-rgtg(hX~VVN>s7Xb6QE7KiuBoOXdsD>E;R-M(^qp zN)M7UIl8q3Z~Nu%NB^@k1b?`a7?pe29Tp>*rpb~-->!C=?PnBtlu(X9eXR79#WTg7 z(;wB(4x(-YYM(lH_VBO;r1D(RVLGk@I3zTYn@lsRF-qP>L`9!I|9KNiTlmNVOy(12 ziudvJW;t0o`s8oL$zRW`%AvoUTLrVfeV?U)yd#qWRDQ&EoFrd8M?pKY>?l&{>g5k7 z-3sE(1x6y>@genjv-zMvwDsMkO-ya<$9>KldRq!#;Mx~rGiEq~uQU^+@od>WN5R?- z_s8jwYErh2P`fbuXeholi@n5Ph6&b}y3DUNcq_^szNPcx@-rGAZNaZESjR9?VG6YE z?DB4Ypem@^)r&D= zr}*qt6k?0DaEWo~balJA{8GLD;?d31V zDqZh%m$q=y?VbMAz}_2(c$DID<}C{r7t!mcoC?TAmtt8=uFpkHTpxLBlmJxi6x-ka z)gR5g0&K|mdEtRIkSAqaocvcRxA|wSNs9@?FKHpjKEGvswx9#b-X(TA-pKA9f0*Ym zeFuxFFq8ZN^~pyl5ja9Z)yo=97$gCwf_p6}ZR-Q#>2Iqs&#M3Q3zA&UH#Kb6sBhC= z`}d*q1*wCN-idwWK%dG`Cv@O7fwJ|bYLvl-Hj$tD<8DZrLFTdDk7e|0WdV<$haO3b zcQ-M+6An1fTXq`FICU9*O4i`Ib0O7crg1EZLtpwwPO_6w?`;lN)_jge52YxhrzRm` zv=@duRoH%)gy8b8FIRfDE(A;expeV8iB2FbOid)-fDEKH!iO z?yL;s#*B0}upo9tc!Yj@NU7_-D}H__H0(&e;Q2xLkCeURe&)ytp@0@_izY-H+o9jw zQFR#Ye_Omb-VD;8vADiclL0ycm#IOiq05mYMbmemMcOaBjg01By>d#7GC!N^HiD_j4V19j+9&z2NYvv#?V*7{yC-|5lwC|xcir<%( zr@M^_TJ4KbwM%@k|8Jk)%Df|g2^#@y3NQJ!{Y#Z14M5Kgjs@8-!2-=Ws#{vh zJS$YKC(W=HAl5H9m!Stgvn!w-aI+1_eZ9nI?dVZuM?lp%D!d-}d#bsWk-l^Uj3HRz ztc3IRLtzu`?TD5_Ce%!s_llo%C6rxt^vXc0sEso#!|B~6NlB=c1%7~o8^RVuC~3(> z&?^=~lHA15$^~Ex=r%|a%VH+049e>Jd(vF-t2Rf0i(o-d_k+Q)w8%;o&G~xh$u&{4 z!*v;v^HE@%yr$krBNeZyNG}P0vUwdv|3(lMVfOA%!z#XRCee9f#4kG|c_>Ln4~K z&V6lCFD7rYn>FbASEo;&=*h3^wMoWi2g$g2){;LFq<0$^;$N8j9dOIPWw7|W%jWuA zB)xPS0}ElqS^7`CdQYTRQAEp9r)*7;P#y0z1|W{8IVYxb+IKN9fy>Pfh(FUq2xt&<}Myr}DqUF7QlKeX}MMJ@WG6haDo!?$N^h19kLZglSz3rH71QuzvI zBcyO1EBg3c`smqdW)j-BS2>5L79jG1gA!UX&*q2$4ajM^_jgU}3DMWnBK{A>$aQP9 z^G{<9c+=&~^AtWD(S? zeLf;HPSG1-`jZF{-Eny!kkvsvIX(6I)|Dye#YD4y&?ptG9k+r5ZEOY&3o9!96AyNPrh3&|yM)i+_N-;74CJ z#P`k`d42uW91gOR@MWd8TXRLfcU%lD?_PW%buVfHPh-Xm&P=s@uhFcDFUMe>m@~yc z;+yLH7MgNnRKB|(;+lc_8Yo+ZQO^90w_5w~2To$F`5v4I1XOJCRM?NJ2031i-GaTX1S zXKMa&TIQKQRMxqD+0AbL7wcv?)DvTrm3muL_lYJOR_69z7HXZr3KX$7j>NEtBN?-Xq2XmVZav1PH;n)+|2q^$_-_k$Bi1`B z+Nw18*{}Wg4OFnLmLlj{vnNxvUu~`#C9W@CbsVTBp1C^bfx14*IGDbbM>z_Xn-98i zWf=_wsIaJZ%Zi0;^|;mF)2G@N*dG_RqugFYNntDb_<^FH?OWK7>USY)xg~9Rt>Od0 z8v7_S6YA4uSCfvyL#XSyk%YPoBn{$AV4wzDpV^%#!kE|)n)TYJC!Vxb^qsXb7rNef ztOUriAFi$yr3;E&_uLlCQr}r}u$gjF;&!nU@YS%T_l5Ta;dnD6O}0H64|&ac?+Sl! z_Sp)u(hypxOS0-Gj5wIq*_obmCB0!utQ)e}q@KB{^@%_3ix|iIMGNgCjB1D$$Ennl zsW>~8;7z__KfblI5VqZK@m6o2ul$Ks4GX|kLp6~+BZ*v0Bz?2;U<0-E`z`l}%APif zFUMGy9XES?i($iUt8gLqb#zZgDS%2Y;}x>5g?0ZyR|1}Z){4y&tUb5PA19r&m>$uFlSIj}dQa7xQa zUGlY&tOm+4ScS3KmJa!?nX8V!EW{1@x=!m|K5HC8X)}T4sc(U&Z3?MUK*He%M}TcFUL_t_HZ^~L{;{DE7nDy#%o4{HEHq1^o? zTy8OfIHK8KfcTJ;EoF6!zqi@GHgl15@>1!OqPyK}+rUt$egP=e1FuLvTpy|BFqg>w zE&n~|8~K&OsojyvRk1ysQDx;&V%4s$J=|;eDw_rN-J2%ydROU=4q}@|h79VLLtl>X zyP|JIzNWI_3<e>lqpAUFB_ji?oEn1%j7v&%3LT7y$Z>m=5>N;~m z6fEn0;0X|OlmKb8)k6bu*Jf7;u*Q3cjXAIE}eeU0uCKbDCONoWhSEEEa)whv&5#m3|FVtij zV7r+}!-wMfTRs3zw!xoeDvBK*h7GM@Ax2Nz&Tgg-X6UjWlpq#WFF>!_{*z3<1;XFY zv(NWlLRj@covBOaX^=R;oY+tL6?EcITwL0d*_oEjjo#puhhYX*3lt|9NXCSS!AZ(C z<;%EugZ%luM$GkTh<&Q<7MXd;G_ndlvM_j7%%N_5@PX&kDOFvDcS8RZ%z!01{sY7= z4Z+fXR*_oHmHid-`6R${zvi62!E3{2+jQoSCDgi%t6}$JwG`3}Cz{HwEZ}eY;p3W4 zr;2k4&?SfQ2c{s?$FC4={bmK#Z<$OIRGT5C(Wgzo5`EJ+q&UBymkf(RZ<;z5R-TwO z*!zWWw-rO`*WkXVV`b9S7oBiqq zzD(N|$@r0!?HyKU(-j+`XKz&vW^%FAa?#yOYsuBV&0*`iJZmEEbHKyuwi^JAEP&}; zsc-+j96sl=Y!!#0zM`6rNVDG`=lwE1Yg9{-%=>SRs}Pb_Lq;>Z307lc^pc zdLx1doM4N)OBL2j^KXpPsf=r|B9WYA2G&LHF*)dz>Xy8$1?5(;xxHKxl3dNsp>FP12e$tya8xUWW(&3a}(n5h)6RT8>we;gIgHE$^)AmYzze_bIhlEwP zB^e*n;1~qWGTaF9v`Jb_hw}Tk->L_B`7%vYKUO~^ajClf=sKFMwa?xgBCN(6zYViE zxWKl6tV0aX{%Io^&VTlO^Q&0NROuH^$k>*}|5v5yf-^+2b4{^4uOP)xb&kw5h_gpA zoyw9%+Yq$Q7J7EbIb~Rd76$=sLT*ZjyuR>J$)vRQ6hD*_k(fxrV<3+m%Xb`dF@G4Y z$J&$%o#y8Fqxws7h4rO&m6!Ae-pncOt$WL0aWkqCxHDDG;k?(N2&^v#zhgIv%?H!@ ztG9+*t)(rXw0qVsarZ)d2fn?iYXZ0RHu=|$Z|?)>qzq5EArNMBkYmIa1m4-E-^{}- zr;+ve;6MJw|1VsIPaqHo4d0xiY*wCCuRFpJ+AP$WgL9oWCk0M%tJZsdYWHM5#@&j`Nc>lG1V{lRaf;WS)@ zuHk+CPMe6pvLj7szhP!3B#vWh(IKQ@2k(yh=!X=#?HE_x^y^OZd3~&=D+4B#h z84P^B$vyM0Bh+V!$sQ+ZrDZTso}nIBVnc?_@Vzfi_@l-a04PDk`@y8@NmZ5(r98&J z+(HgX$>OB!?_wm)aAR)&&~JR=XLMxoRJD%^eev)14;ptZNy9K3PKRVClKyj4#}unF znAzNWEvwFBYtlbZXE87JQ!( zWrNn!%|1IHkn59yU%|1UyDcPcM+@tHfbdmbtnv>ie4**WE^~RO@V4yHS)9S87C5y@-zhEN7pL{R7%7vGS zF;}XpHuyo7Ae(B!sQQSXz1(2#5~;rLTDu5yr24mBJe)!>Ifu$?P}@eC&%;8A#)4(1 z9LdlH#QdgID;KFlW0Ry6{u+s?W=?&_zVvlJC@8$0|B9J;>`9c8NWoGM@sJE=MK<0}(i<=(DB|}x*LuUl%J5Dp-DyV9 zGvLp`oNzM!ydk|4f2nPycjt82QMBRr&hnCBPnMF)`Pp_Lvo=B&e$l|Y?D>#@;G)BF zU!AELcM=B_b|=Ur2?H4;3y=2puJPCi$RT>q2E|tl#+3Udi<{cGzBK#B35LkZZXr_u zn(&n4pIz}J^=^C8bMMYy_bn;i{c5)af)=wx=56l5do&eoP=e(y?N^mi-b;-p*LBx? zoek?Q6Z4sG|P{g^p(CMZ+X#Wv>dVx|8PQq@Rw6Mnxr9hKNm5wE6OgL zvB`N3ZR%XwmY|ilptGOIfj97s#_PYBuxHF8Z+bQI{UmUxr8Uabuc)cA3zR%SpmK&o z+LKl)PQmoDtrTWDt0kU8z!dvIsJ5oh`@`Q3pIlypkMuZ80P-V&wsT}+*JY)6^w^3iS>08g2Pi1VKF*%$G$KokFAgyCCM@kjl$CD=E-YY=Dps3c7Ke1 zTJkHiMN10*!yVb!T^&;tR`49-@;P;C4PKg|&8H-_z~LRiOHa!$$=0ve4%S-m-B9hC z0=9wbZ7S#Qrh^hMP~Okbh3g+eWxt^BbPtY1&YxmS*5hhF-`M7=JtKpThPjl=WcMEZGoqjtc4w&|MLVzV<&k#sd zbH7sr@jVwR?TwL^%{;k{Zqc+o)~c8gBi^CivY@S%88fT_cQdx5Yx=F9JZof|3!1|& z?KSqMC1nxy1E%NbW3`8RTDyj?(ksX~bwMNkIscjTwfGprnWY8!h51PWJqxhPf)j53 z2!vjr5vFaJffr$m=F{KVnNUTKge$JmWkq`i^0wA^&mN*+Lp$PaQEzDc7J|R2arb%- zeEU&Ri{sJShFX>`Ic4+8aANh!bP#*APhPPeM=a=p9=HxC(5`{vEy#& zS&F-wo5>=Jc{t8;$k0t`|7g-E`%UZ44`*Ggzgk+^)i5Jn48ICRC)_H|h43GLq$eH+ZQ^Z{U9*r{#B;+;cgKtc19*YxOclZ|d?*;27oA0Jhi}Lo+=i}JC^SP3f+$F6G zkJgiPr`dxRXEY2lR`uksSFbF5sB&XG4Y2FYlGHn!RzSOb;>Ub=eS1sv(IRPG9i`hA zJAl`udoGreRDwwok(cy|q%m+p7;{pl>eZ|oKBO1@4yaH|651EnwlM-0dnFU^XlR8` z;xX=UcDLZE*$^7*$-5c3si?_Ry~kI@g6__2UC-=61X&PHm!|5dpIZrOhCV+ooo5vb zwc)mhpYbIVA{||#PP=u@2Cv=>vQ1dDX1I(!ElW=NbfC~MrUZldCtiM=4|C8{H^!&;oxN*sKmF`$%?_^`Tn=g~ zxMC+$41znA_j2eOdN#E$<9F1!8sV{4ek4UsF21!TM7iW-qDp=pGI4GNO5!_qr_U0) zHIHCX_q!_6U?DH?g`C+I!50v8j^1tFo~>pU)ELjE@Mg65 zwfN(w!UQhqPgqv&7)tLw&;h>5?xNYnURvgD2Sxn8C)a~3mEJqCoJ>KVQZfzdd9ZRY zfj_~UktrF8)mgpdCd=y>Y@UiNji#C9GEBogVW9AT?Z^L9i)fJ?oo|{P+cH(Za_k`v z;eom+CS^RK;Fo_!ljoQXWMVx|B_YVfC3Q3oS98ssymrXUsIUTVz1MycR;i<3D(pnY*G@H$>dHy?H3% zy0W8xHm2OQvZsCp@}K?Inm#Fv>Ru2Z35>)sy;AJX>N%YnE%iNXr%9oIrV4)JhIMDS z-;~jn4$t*G!`q`2(!m-R7P}>d)5XlSHg@)pkfh@m$B21yzMoMCU}1}DdCYi{__55p zy^-(12Gl6_(q&`8)(YcINqK~Lp*O2rO{-!%Pb_^F1L(h>yy4a_{%OjPj8P_1r53LF z)hc?)AleB=EhFGIATVOR#-k&dM+AYB0{nh4jKVdzBK32Y+$qq1fO2f~;+8 zZ~OlVps%LmaQQp- zyTl`p`0z<4uc<%U?B!P~l|P?7jK+3M^Z|hDv8Vpbspn|P5&CTPKpB*0$rtW@PoGI)0&w}iBdsj+HMt@&_7JH$; zL)>sz09-HoOx5@%H<%I zStGk3n&-42#_z4tv*BdvEx9>df~YVQE=UVmapEoZ?ece+v`bF5UMG z?R~xw$utHcB|)Of8aNW$*aLpGK1KMt30B0t6srJu%I-HO>npLJy2;d(xxWC9^uF5J zOf!wnQ57Usxh;C)9w&Hpa3ssGs=ivtAhlStL|VC{Z9i*bd+?P0ihA$#dQ!OQ_vOCX zuWE5<-8YL3b{uxc*iI$#$2`&nn@Q$FA=XP$&ala-FTptZqG>QQ{R@b-&aFs=_n8=U|=G-Lg=jO@_B9*t$w3n#=gprYiuJd z#w6&;ZGay5P*$lyHAryOGGpa4M(kVDc$~-K%})AQJ^l+4E}Yw104)sMGc8mu7&-0$ zE}$n&%H2%vVGX4Si&6n{4_LH^)U*aaRZZWIF@Mxf8bWFRoW?f9@df$(v)Jli5J@3C zw_F7y5SB5+>80#LH(josP1SIn%;0m*w>yz8x1UJQMZf$DdX@dlLb0MQNN}(U{Wwkh zO(p@u6AM+FJ~|&*n;mn%KtoI_O(nE56kCBuPWe@M4pzOhYUtfgVl*S%BFlPT_goV` zZml=y_G^^rQ7e(WyEM~9*!rOFS>fPc1Y^&oPpddiY=)D4RK}%Uek1#PUymY4=_f8P zrfQU1#kS;Um5bp&R0mI8FyA!%h%Ojyu@zt*K%eY4fz{&Y@jqUc5abS4`VV4THa=?P zl0BZ`on|0QjK{rH=Y_9tEc}B_(hoEADWH&C`i_?`kd-Gva_j93i+oX)+wDu&k|N)# zFvOkeL1fu{W<|D#q}-Q<)r0w2OybGj-hU1UNz9jYd7rq69~MO?-RnlItz}COua%yx zcOu+ZBn&9o4rWKr<5I20?6+BF2VIDx$~8DsB#==DE{Yn1=!T4!F8(oxW1jqRF<#gR zcB~DU?w2MUh)R8&@4Pg~$Ac`Gm@P0z^_}200n^M!(zS;rx31Y`ie(Jc@96fzO#Xnf zbz6kJ1t+`uv|MVWE=)s>*^NHC)4P=!o{5};Q$Zkhnvo|Z8Oz17pm{}F%BGxMCB*&X z_6h*$rCGReV`1At9<#|i(8cQv5$W@FBdkudu@MA4BqvFrwJeUuC+-HI)PzvJ&UrsLucJfkFAl^;QUy{$M`q2))16z$gJO)YEl%hY#Bv z3Rxg1dNgMCyCb|o_Qj@K?`qDivXbE9I!c!O^g?8G-^8@q6jRdZH#boiMGtO4ens6D zlMA3_h?3#I*Xy-2JVx=!wLoLswkw*tC!tfIZFgmqPY%(1`uV>#_Z%?|HIZhYlH;+0M|$17LXh&h3zgV=b_s7?8B; zPB+3#tsBVs>#yvR>Lj4k?S%sk^Y0KwU%HX#rk9-^*;rJ_nUAAW?>{Es=+29$WYD@y z=>o3YscOVw8>0P>6_&vE+;pc{q6&iVh~MSnQIv5T<8qdD zt@y|TJ|+S=6aIw#hb28C>ZQ%B>D%yz#upk`hoTgryFhtqw9MavU%!R|IYAfn6xRa} z{jNu6oj@|a)$dCv>{@|Y%a4ByVS{-O$GkOK@k|I%z-&fyyiYoeC1EOT==Uh77v64NY_g*}oVR{qEV2=SaWtq+E!hdUEwpDYGMw;7(Jnwa)pA<()OA zu_07*F|1-X3{X9WMkgkd?2PumHDcjc4w#g2HF0ot5u zGE~*U*(EHx7W{xkVx~Sdx!;w!Kk-wY5P47ixhE7JXVooDI8F4TbErTk5bN73Jcw-f z*Pu5J4+7jXLMJ)+%dAO|p?a!kM?}X!SE7eTiHyB&0#4^U!*8+&DD`F+Z2}}2%8W6uw%bJLV6es{~*cpMYiuA26ZVa-tQ z@p`fqFRz&ACpyh2f$)Hu8=+pc-(kO<&7ByzhE!vJJD&CSqESngsIP)_ZcOainicvj z(Gc5x&M;ycL#vMokYmYG%qV4_Lnk8UG@?b9;r74Cu%SeaP%#g~KLX^TBhS70kZqi#AL?t#!Up@1n4;HuT0k?k`Ny7v8} zw?Ofm%b^-sac8u!=#x&%78hr)1a!3ko<2K>iVno+t5c#9nF?S?r5cXvrCM~m$454~LWh4Brz^@yUqpp)&~;@6 zJ|D;J%Sx35)v4V|nePHvG-%jqi!T=D~4VC<1Tim3UN z12x|z{PVcozWuqMGVEEbvqmSbj0zq;duRT{6aOt|5&(zP1%2opmQGPkjAzC!gh_kl z_Ied;mgA<66*Nwhu|m{T9lDWfXzigEnaqxCz{_Y0$R>;9aR*baWz?GNiRFOUBf~S; zmLlh=BH3g2C=8uD1T_c}-e@eq;b}@hFq5iS`cGb^s!}UyNYl0yVAIkvKop z$DCNSq4-=2VeKU_@e&Wv2>5uzDAhe^#X!p@;aESMB~n|}=He{|zqh%_t?*F7 z%pJr$3o2BbEjZV#x6WcqD0A4;7NVin)5WThkfYe^zsE(>_0Cwa1nn}# zMtccL%T2Ph`}%MnTk|!@=x=)T)0-@`4=LO5Cmo8fJC8G5N!@U=;ygg4>8a3b4xjdD z{^i@X6r5iF=nokBeEr2Q$F|SdelOR-LtRsgA;&yssk)?oWc7NTEprn_tIFY#O+MN} zw5%mTn#MmRfQBtSbAQ zd#e0p8;J(!{;6Cl{rtuqYgx_+Ee_O1D|unSo!^4JmE3>#m514)ckI6b%-gQ*PoQ

#gl^Tv#4XX{V?~U0`?lUSVEz$M;adz!g)pa36T8g>T8qsdsSjh<#W9(Z0)2 zsVZoop2)E)A<(xc25bxw(3<1#P;q@!q=|A>lb2~w;AFJ+VNFAWOm^450a#N{jL0f( zO7RCd23T(Ffm+^1)LdMZ{g8znBX1fDJEX!K!#)b*)c0*<$(l$(hDvw-x2(h(;RbQz z)Uo$@9&-_CqriG&t#fs<&w+voWUOqC#LO=@1m&OFr|;>V?Frj??IJ%?xmn|RASrPJ z_4MNJFqZ!@{4x-u{+0rcE421-8=S>HE5AkFHq6BXHQ(g4)P~R5wr_k8h@w|-as|S7 zGpl203;zz&p-AHpp}y74D21->U9-+zB9z&D*{w4_Q*WqBl5>Mt&E^`d9VKEUg0eIs ziK_LhusV+Tsf^i@VB$->ZX$L45WOYIw4W9sm(gxRq?~fExs;S(ZcApdu(6lS>k$a= zKeF6E0#%oU!$A&X9-mP6<-7Ml7L$qnf~GyzOHeQm*2l|eRFnHvk8io|PL3eRH2h|b z{V?vN!~>mKnyq~c#CsuEas7Lz+W(f2fsX((D!sX(TiAR&L|2y(5v);vd%_)#Ws;Fx zoVLv%lD>YS{Hvth&6IS1YqQQ1YB`y_*_etWpll$69+uToke%)Pc!jP zR0fgO6@OGjBXTk>s56cZ8Y4GsA&Dn7_Zv>>v~-7!W5B!rmwIEAm%BmW2o|RxIre$DDqR2^}c8Z-w1Jj*FTR@EM=)7aMst& z3PVXk`NuS=)F`O%XB1VtFMWuu+F{$6yi&Lnk%b=)Jwca{GBNwr@VM{JuP@~$PiwOB zXuIDEGnfI=GB|;mYv!B&OTf?rB4fHdeROWFu0}aJ0jDMf98R9ndps?{ zFr%dShILQxQTy%P3kdu1q(6D3Z@5xZov&?V7Fb!*mUdq7P>9|wUqls0&#a~bWJ`Vg z_=o&-{Ownd1ZsT`@-2_y+w!y5f3l=maA7J1ox8W$A?p#!n}M*Ln+JxlM7IY<4{bSE zXS|dctQ^tph;trOLwFlbyf=zB>fmkq7!m|$lmlJY(?IJE{iF{Kh@&C`>;sYGoXLgU zSy-b0k%m&PI3ycvQRIJFfVd`*(C&aVtm?aKQ!qYYHk7NVx&`p4F=Jj8-6BTzFBp4> z>W4R)#2(7={yC;LcSg1DZ*D9Fj@cSyjgf1@7W)_}wfBlG9glgxw)N0-&= z7o+|fwu^-~AA2Qj=P2L1$|zhjc4ig&t;OytG9yx8^a1`Iej<)6ja2AM z+shX$`p^;S`_NWJ+__mzJg^l@v_s1d^Fhu+|By|ZR+%5NQ_>_&*` zHpYypy7S}ujQI}~Dut0GSlg0cy_;-Lx(peffQzy`1aUur+XZi(f{K!Z5P~yTm-$IV1#ZWHb zi-Wy&!8A(n%FnjRyZD^sU+vrRLyDL7U2KD#gJXqQMi@Q2uaEA_cnz=eUgt^n?9EPo zHzruEV}o&2qnY-B_KIH#0d-sme5E>{#`+13iGM|39G5jhW9LkEKi!GD61ke=N|6NS zDvDwwR_Q8&eCl;WQ_@F)vGq~!YCN8tnTe$(qN+CQq3j}J=X^Sq{NgIiNttm0JSH3J zXdgCy#X{xlDpcQ))hdb2#1Db#*6tK>QPraCFMsT?3bB>L$j3BrlahZQY%D&Lm$$xi zG`R>Ecxw(@r3r!4Q9tpTFD@;%d$!IS;-?m5wUD5JI9(ZRsr9&sepPheZb5M5xh1ta zr_KUV9kR_((G0r0l4IomY$cW2&29PNjSV7`HDcTX5r}cc8lw{P9kD4Dp@7G(`{3W1 zc=mR?NH{mYqPP69OY`~@m3!gDZ!Pl|aPb8*0gYxx0I1ak@7_D}N=~y8D8ge|IVpGf zX|T-&3&(avJriJd6t`-1sJ%XQFt?vYoILJ1VRih|X=iFHHO`5y9g4@?O992-F!iQ$ z@i}!5?dS|93P1Mec`4$=2$$2x(NCz3x1dH!12WT`+E^1-=IP8#6EVW)7*PF!9>4d1 zfMRFK%T#|R%Q%n>D2I8Hu4s}@nIo^wPkLq5yi;}tdc2G879Q`}_Njc=>4!1Nv%goF z#804SkKsALo?}fAPhxz%TCx6WV#8qejowHfas6Bi`q}AsMIkSN)bzK5mb&H$Z^eol z57U2s5bQUXARR#pqkbQ_6P(E4DQdT+KVw2k$3SxYcWh$Sh9&`E!K3y|!`XKlhEKrV z_a1=uiOVO4vIE>ik2tF^<}1Hw}$;Pi@K4t zrQ1JdIvCsht;;D!#yLapO&<{r7$n&o!AO2^KZCX&^;lih(L>xtw&4?A0 z2DR)sx)4+llufrzze+OY+{H`=WF{*OogUA%=&b?-z}I}&hXPBlV>U+Mh!}^Zdge1d zVdZm1P~|Do4aw~veLhKRx$lDYLr3cZ7>MBI9HSVz|4X+p5gwQE7$uTx!J<&ZpiLOl zbN0OiRy~2%ew@cb00hbdEC)PsS5jb^Cf+!E^Fpq2gON^JtdMd?g>bQHlUe)ZkOAk0 zfk~n)`BllY@7U8z&bLIIr*YmR(zb9N=%I#fBV7?=YgmzYjKU~e2SOpinCu!|X;M~! zxbUS%)JKnm;z<8b2AnQ&PS~LoW9>?(TAk`WRt*O}bc~{$?ztSFxir82 zTt9(~b`i2>vw&_cYan1lXcGU@yZc%r+)w(6KK<#zdN30N~Eu}29 zrF16Iu^p2vcMLFVN-BpX;Hv z?Z)b8p`g_9YU@M01+Ro@-{|(AR&pJMmUMmXok$xC)A?tA3qRSpyw$Y1J=ecpsQg-++h?gYWpWq+VM8U{h@zY^vM~KX|BJM||L5%73-HZbPKpYQ^g=GC2;lPSZ8sgZ#jn zp*idKvqtA4eX4`i;|1bf$jwZkwhA#Xot8y&nlsN`uYbnH^_u>frCjf|q|adoBJl}b zcYpkmWT46;mH_{Ab8_fmgnxvPTB}L!h*>lB4)!kcjU`M{BA;w4A=lMhL$~Bjo>Mq# z$dbT8FzX+A##i(|Zj>{VlAV#iU`AAcJnD5aI=BLSqB${AHy7er6=T?GB{}MJ?;nks z|4yOoOf9h_oyeB_RG8$MHNaDQFJFwtG&rzE^7wja@gd)B^ANcwTb^;1jXSmyWJxAiF2AIaN=}>93anC_ogI+Q>0BBc#5nAt7X!9Nq zbUfO%=9<)L5$o4JQ+z3^11kI0i*S?Ve|M@>EFjbugV7EJ9vj~LZk8Czb)5XGxZwXb z`p4050zp;y=w4hOsJd1~5^GITOU-1`r5vj>$H*Czv4cKd+y!Y;^ zdZLtQNt%&OA?ralK^};3uWtO)gcZY6Nb@7C0`)tNF#D$dM8G#Vn38U)E!pg1C*B_x zsX~C2eHl+`nto%>LnjFi)g$a$ZjWEq7Qr}T0T9waPOe*IP+I}GVNS2`-XhHPo@-?! zIxR^<7=07%7~2dx97?2e=cku_OC_sSQ03(>l6c3Omj(n>&YTZ@{F)-1$BW-ii{RaR z<$-RKJ8rjNEhqoMI4L~{|5p_ac5jZyY9kH~TE$=%Cm-Bj<{c;Wr+wX7wqk!vw`hw? zrY?k6e0~X_Y8|BYUh#b@^ZVz6Xvd<&rAWYJEU4cNPqCeG0i}g6@r#~ z*=k)3+JO0mFo)3NTBnm>$$j3sIWQR71=YMQctn?;D|SSdfkrX*k-*)|F*i9@f3pB5kbCw zUTXV(+Sl%~F;^NnK#O|OLJP-OOXaJ z&T41Q+|0d@XX6)rpSwkxSAiA<@^3Cwv05rEYYM5nWJCWc6_vBaoFeRA3di*Z5u^iN zTC-z$07{0EJpTMpYB_o%lTy${z9F?3-&i<(ZU5(EHJm6N+eaG983tri&{fcqPd!!4 zfL$Qc`AAP?4m(QgBO7$C38ecs z*3T6%|M^0|(h)OCYC|c>4AgQ2k$SfJ>9~orT~%atU|4OX&7ajuKb>1`SKRbzw^VV5 z0iImKi_a8=Ork=^(-d}ZZ((j=WEEki)qA-ykDU!#sN)H!RFq5eBIH~71bKr-@BP%V zG<<_T9Y66mjg%Qc{$+Xre9F$(r9Vl+V{2Y6)c2^~2cxVZW6+WT;4M{Q+)LA@g7TPa znM>MB# z*B?L%q#aM8lOHV$*aeKuSp0VGbgyF4=QvbxPi0_3-_!LqTT6PO|3`MblGxcdinEn6c(0JjCjeL8p5fg(bG?f zZ@@2_Pya@grJ$cB}YWXaD8$AJ!c%TlPZ05B9=?jHc&?>81G!6(JS{P_;TnOCli{lAu6&Q6W_Z5ov;C4pbOvyeZ! zh+WTO>SuVd&oE#H;wl{b)a6!}(E9;){NE7XD384BII5IxjagbGqS(#hIR-1BP33M%;ph-KsE$S}>2uH^KggZ^}MtOei_ zm}VdjBdJz5{7IUp&RWcqTJ$6DOV+v!fKo3c*uE$@wuV)G6*nJTC;YIgE?=S+YlO@k zUr|W>RPueRHB|cmd$Qc}t!Solp5Y=+vl$#gvkLGk_RDx|GtB~JKD9G*y>X* z;6b6Osuzt48x|t0vzeK9J@8~6^i>Zx>1l2z2I2Fda^o`)f?e5+8XwT^dhjr`H2A*jOoqPyD7QgF(J^drmO`(9W&w0A9H`%jElREGJ^Yz z+E=Se1Um7;XSApFSU-dtDb{wDTEwa`29j>3F^KnGJVWlrGDy8VGd;3>FwyRd;Lf=? z9(hu5_Seb9iQ7th zn_6ikGr!;=QJsief-sJ=AG(~+=PlCP?Y&#MUUCSuJq0nXgg-A4K}rjMw8~qRbUR{! z?8r)0FQ35`bn&87ih93l#YS3=L`m~B{qd^!H5cetF|wxDanKJ?dNT|2fadtMcwP9{ z59mZ!op6zXzd${=xbsUtEWv(wD<-mfpKgN8mcs{J`C39sv@f4sryb{RH8e$+1X)xs zlxyybUvO5F)sxO{V1NTdMjS@=oq1^2_Ft9;0+>T&x9r|c0!icg+r8xE$)K(7EQ&ADb)-hIk>rIk2!M{rH|F#3_RM>ilufPvgEXhGH zA7Klq-Am__Zmka*zR?+b_+WuZJ@BcFllkhc9=V=?_32fBqxrsBWl54fAfLJ8X<)|X z*K+y#CYK*1l3i)XujW@m*tS+olLa~~cq^y-%;b=oM-3(C$yZ13Thw|@R0$1-i= zb_*-WA6EQ8=T7PpTM(yM`UU?ZXjG_GV{#{;_K!HecU zFvh?gi?ILoF+FZOvXOCLJ70&g^aRtV^NmYZOO4a{U@u-x98<8sh6Lf^c*~ zFfbQ~4Dkwtn9kW&m;rZ_+lVT+2P$|A$w|OhU^onRYjRH)8*v3v<2q`77{FpKmy~wc!4fW%h4RAuU;-*@o~Y=35}mBsGf{Jb-(a{XOM#BH+~5! zCBh@pHe00>8L6-xw7Tku8rTydB#AlOG&@bJtu7|M^C2!m3;z06Qp}4YR-!g_G9#eA z$xoFtP*z^d;shCEId3IElXEck-dK}vAUM%2;VCE!)v|Z4%bIdPVwc&nxRkk-rW8cZ z_vUUx=I@6004LNF@+)j3A9zy%xe4m`Lp;Pam~q_(J{S+(vkG|UQ_ zCQ7}tfl6|bc16%0k}8nMhkrjY6OJTN%yc1o?LhfLVxe-P*WTPV<6K+CWV`~K*{G|< zZ?v0l@MuEo=2NGg7xzf)wut_`P!z^?8d`P2aKNBwSFk|I1mi zhAm&WOn(ph>aV`j^1Xy|fmpLW+>l^F+9~Z6LEf99E9JPN$DPfDn5r_l_ms1Fn`ks;Be^oit9P4Srrx?Ph z(R34H2HiK$d0^-sunO+cw%ZgOLFaUK*k5C4sr>Rj3}_0eT2|@tZ^v_?W8%#A>%lNQ zt&t18`zT-7VIS;AhALOe4B&hMD(5{jI&QjS9u}<18hUIUp<`a|6)Y?_Nc6~7B-Xzb zNw4J&CB!TG3^m#a+F16Uop0IHKq(^;YOdX%DfE)b2b+A(&#pxie-Ix{q$Bw~u=^li z(smgX_E!O6V7&6)O|6FGV>KT^x^cbZf$iVw&zyQu&{fDdQhew#g|C0&H zlJ1%q;=0zIU%lsGwUcW3l+Mj1{V#G)QsK*xBc$!itXHIgSCLPBIcA3_ah3KHF5T7+yE&%Sy z=<6mgIyi_B@;r$8GG`AVvK&`Xl^zXD#+p4Fi7mq(v7mRgJ$r8q%Kvfp1NGiA5ondH zsRbkwg?r!wicqcm|9X%S6#X*iC^JitD7+@N!e-n*GT?v}sEpOfhRp)uTHy0}m(6$4 z&_BBr;$Pa0@pZ`Duv%PU9cj{a&PRJEk~vBP*lrL1L#Ua3#AKHdRB~= zW09AilE9}C$HY{Vtc)YgFmN@d!lUA;))elVsj{D;-gCA>rwaF2U99M8T13;6(j0G;!Y@8nW{S_8Iv~Vs>K?_^e90Gvc*Fv7(9Z*@J~^ ziqw#~n8d!ypu-CQxavui6;jg9V7+BA;EP2ms-X(+OoSMoES!LH&~LsUxgRdZxQ-mI zzv3H@UHmxenI6bIXEqfUBkVzD7kFDsk2j+3`D8^b>yYFz@ZfSUTDO3c!*IML6IVxB z)k|OaWbrQ^^sMRMK9HUEBg}J{{ual$r>~2>Q3Zv24CD*Cth2ej%eA5f87JxxG!Gg& z6>Z1p46QpYi+qnSy_x7zO3l-wDpYfHcPf24ptvS>40yzX&Iat5cl8Hg{Zxn@>B~3u z%C~w{G9Lf*W>N9uGt2uc^PZNhZ|hM`Z=MWml*-~~E+C1Ye^B|9D2^)t6bHpU8_yUH z>Dq4j7hH>^?K|IGMA91srpgbF>xpX*kc(>Sgn``4b>o`|J}1f!S0etnosQ7^<{=hr z+UZhAu3Lie{e+@U|&3ilj4-1UQczS91k8}0qc@MJG3y%)OC4%1k?uG7nZJ~i}^FJ$vBul zV^GS1iK@?AoH&}eviFM7@U)dgpR8s=@4Gsk02m*4;rWB_s4QYON6?#n-XT6xX#Lj{ zz5?OVSiP~w)9E|y?8i0`Cy%=#XvY|^V3uKlv*IJ(sfvq|f5irQI0{0WZAy?OxO>{~qCaIgIj5L)R$;lI=-dC8^z5Odr( z`WT1G!haR4qApZ8I$#@aC0IXV{>VHBV(>#zB_Uvi3nv5Dh;EIK&5@*?Iz1^{e6cF) zF(iqJ{_0lYY0}HUL#_+3crXi#kaSW>;v^B5{(wW3+u7$tifOdt%os18dw$SX+8~)n ze(@m^;yPwBQ1xQGkGo5Q`0}w%$XzHsWLpe$3aV$n?%!7T!iB7|6P6ydci#cs%0$Fk zqP<-P{RQaqJ4=Y3CkBz0wO|bpoRF9AU;h%9i!{H;;E04YRTQJdUeaN~n1$IXB z18S|J+?Xw!#0G$5(LRl@dx^Wl=E5yW871%lph?d&sX0wxd%!e~1Y>%65B|7UB5hv6TBC{4-zaQ;vmzGEj_#&e2(bK~K{UFoQ}a zDVMzIi>?=abkJBPBOC#JNyf}10OY9L?+l}%l*07 z9u~>mkIVu-ul%O?!iTq(Aw=4AmhPPUw04uIRhSz?R{@JD`ZrVGAV}E{s#lj1-Q`rt zGj`)7mHMGVw{F9D?ezuEv}_`cle`$ifyBU2fZcaDFX~(Brr&}^zlv=2t2H?^yT^6t z%Iw?QC^ajsz!E>VN{A7A;%z=S4mjKlo^nh->Am1*V|f|3L1pflFsux^Ur*iP*VW&u zsel)pny_@bnW_^B*7ThXu~5z0SIT$i_|FQPns#KJ^G2I8olN|mUYEut$sKrida9gse&`g7%n>hx`3%+Rku+gHu~KsJ z=L;d9gf%byfd2Ro8EOVi`r^BHJm`%C{c$UjParN9{L$7SJ>1~p)_9WCmfL9OaWett-Olx1bXb;_72XNqZz-hYLS^8e;=Kp#Dj>8Nr|FH?$D!duQ z=_qA$S&+RtN8lb1tSU%8hBi?*%gX=eTvqUSdFY``7;kEcz4~UbU~g14EWXC6|N1cp zc?S$(AA>Rx>W6PSCDq3H6g zW!&;tXH}p9w=2#zIOm@o7Jb5-5YNOS`-48&x2Atq32#rm#Y9ASHl@c3Gd`xSRetMb z7rt~(-63Tfdg+T-J+!D+j#RgN@nS*2Y~kiFKxr-Sym)}4%vgllPdN67@~D(2Tb7Y* z@9>VtJ$>>BzC4Sb>pup&#S_0ZDyhl2rpwqpzNox%S=NFlsW#WM)f$f7Kk)JD*}wmM*9vg5+#v&B4v5ru6)DRe)e%P4Pj5_N zPyz?GZ=k>W&E;)|?RVYq*6|(r z-R9l9bWhmLKW8S6uJRBIH|`GWnd_d-ap_`}a;62gPy%}z?6c`3|AwEO!O^;-(q|Q2 z%Xkp?+g{gG+u`00g8)dUGX+HJiFEPt_p@|=LZ;1WT>llshI}Jp!B}$0-THe1j54s2 z`B?ER2}4j(Y(tvM?jeZ$YyZP_&AT!S%pX?^?I)4tiu}7}f`g#J%j4&EkQt()4gOtA zoUH*nV##%s+N-0TV&*e=9qAF?l!c_yBWDcJ7Tsw!VS6U9vIcS^G(T=Su>04~h1Q@} z<1P2~yGtGg1)BL;EjiZ*Yfd=Yl(neExz&L=f_&PY$xL^ zly`-9?=sXZv2|N0_9?NpMB9k{8IRipl1qMs`2j@N4ghZ;cRKF(J1SAo?8X161CLpT z2e<#-)(`J$w!SUL+IHwEfAM*N-HCSD_s7E*;F&e$u<>Jxy0|5F{j8C1l!Qm-7>?Pg z*57(UV*PeVdLOs|P5av)A&$>UZ=Xzv__u`(s5_Sw-t!Nco4xH|$9N8no9io;4C_Sv z_6RXhI92)41v85a^4{$p87K&Ozj`rCNgGJe6N7*C5%RQAq}OrL_)Jn{8DGFz@m%T+ zqg&t`^*4uy!Ajjqa!kI|r+s5^>(C0puvWBWL}V1jOREKc z0h_3%$z31z_Gf?B-=vIFT4G`I{jMPj>?xq%#}IWyzR3z0UH=Gtsf*dROhRGly$xAX<@X;v9#bc!N+|6r)Q!hg$qD4acCDtT*Y zpYc-%iyEyK^4T_pU!f&;T(7UQ%&O$FB;H}%);a;9|DlkVsrvyh`e`~0oM1E>q0lJO z!k#r?moq5Ufz!NSzk01r*TojNc`uCRT#IcR3`7LJ)rl|t?eWzWh%y33ZL)dxHgQ=2 zn7o&co55W2PDXc=uQT$Iuxp5AW7-ceh%Z{CXtZvfc)Bjv8vS|o!RFW{Aiw{!Q>W4! z{ZU?AA_iPy^uvQh7t7JSkMqiBgRhM&eM-#SH48QHa*@T1bid|eVRkCQAGw8H5|QZ) zYw@~}T#$++vnq?1W~tMAR88bgnJRCBoM`IA2e{o9!${r?W+JECF9W$K^lZIyZAXOj zyU^FWo}QS9L|n=)0H{I3b1)Kbkqp!u=A-LC_d$1g3oZX^p{Rfiq&defQ&)(hkj%>qQIo(@T*9MN>7LD>)-0F`LH!V*EfQf;xk3V)CC6x7-k>uxS_WWv8PU$7HciGkp z4w{g6B-v^wv0zLZP{oDV!QKRa8>(9F727U!igsBpZpG5S7jaOksi_SL^PU(AJnnV` z3brA%o84d;`avc>bt9HrzmW#r?X+LK34HKAWVjk1h)_bqHNpM<*^GseEZ6aKSOc-6 z`MQ8DGXFBIM*xFc3Q?1XzYmfJCZaE7>&aAhoP5U~ioV!Ki@%vn|Vhs&H^3v6<_iF9hOHQ$;GtJxW zxL#l$ba?4U7c`Qwj1k}LRM>KJ*Km|?x%nyRP(X0}=8JbF`-ED*K%2?RhJ5+8{)QCb zc1tk0Q~u#he&hJz{&;0E{=W;1%~&twae%lR*ljNNd1N?&gYk4?Pglh=qvz>`RObuxv?809m{v&TZyFY0=YY>p3vLxmJ#@GhgG zazrSQo^N>n>6mC~QH+lQjPzh4v@Li%3tP_B>wC@XwRP6@j1Mn64(P4kcK3ZHFwCRL zR3N~9&tF*?@=MNfQYsYBI~ddWs!jO@>+aT|=hR?^`4o>NYx?f5YI7o0;k<`zbfWMt zQ#U#`R?fFfg6t6KZVZ6$I!ra$$o^H(2>wLSr-pF_>L>XStb#Q{30CHjeWp%OCFapf z`WNeMOJxAr`pI3@ep$bl4M8I(jS^|yYof+tlCL4Ikf-&OTuC^kyGEV$FhMXPS%Pe| z>NN9<>hQE|gsAfo0EW@{5;BP4bM^5`I{QkI&OI3>rQnpE)=36Hz4gbWQm7tw06)#M z3L_$W4_p;RMkOua2#@|KhdJr3w6JX9bn|IQx0g|bPZ=i$aD0J4>iI@7-KJRQ)m=ec zE`jCdWg~!9dK$=7$Y1i#dxytji9M9qzYV{&X4`40&7eenYF31UNI+Z6_5=(aa~TGG zswN$TGgEv_NJ~l_;Z>LEGKOLG3f^h2eV#h=lIkT?Y>{1MRSs~hhcJ{`83DJH=k{C; zKsp2AGl5@6H&^D9_5}EYab9z#_J7a|FhRB0EUSm|RxpX2O7DI0N-~VhxMnOn zUI4FewRSn7;yB)img-(aVvJo?+|0!azs?&EAoj1&%NTe!kHs2a=_zZUk z-*WHslnxV}kcqTgxsnr1!E^P5pn0YdW5r50%1S9Rde}ObzQbPoZH-b9Z3=r7 z_a=v1lck@V%%@uRq?vR*xh-^h+M=i7?jYb()Iq>^#m!IPf;k@GgV~IBJbx#meevfW zG5IkgDEF_T&UL}eHc#ljPpy^N?kg!Mz2ZRg1ud=&bL?B3LXfBk@7wd-QKMh#gCxHv zi$6O?hHUKfZttQQ3SxIO@MLK6K#m*D_ggFCx_-91XN&P0>H{i$bSgGTk7)W+=cSIU z41tLd{Nb#wJN-SO(LO-&h!~UA0tP9+HGH(oVQi_s?YZ)8b&PtTj?AU~K)|{XF`gkv zU)o<(zL$0YI7r`zR~EqL&%|elg_6yv*;6|f+=~=lJxM%y(M6}#QMd#-s}&W-p5>sD6U!F;0f#--a&oiVRLjNppUoOqAms#IOeJil zb9m04IC>Ix6xL|$2m8pDDOZXSg2}$clw2FNGxZHSdr#{NZsrVE54hkMFHAxQlN(sb zyuc{G_)k6BvQ$AoRG3Q;HA#>yp@1)C-NYD~l#oLpEVrkXh4-;kIZ_H=tF2(2TXrfh zDu@1hDg6HajqG`{sE-0&XNf$fYBdzNa+cfmU83f%c z`?r+_)CJ0YTz!fg{0sAWEcm``!N^vTDA8kUdHWN6CEL(cquzPEaw7MvD{06Ew>%eO z@&EX3bcyD=ds>0-N; zHVGg&*^|!P5kMsRrx0wRG2YanSXQkW0n$g4@Y^6ycp>XjYvRKGZtx!MInHuy(?N={ zrm!;9yHir+z)UG_K)2Q%)dnDn1FC1Ig+H*Wt% z+ZLc%z-CPH{tzCgJSg?i!FRT18K4Twy$?M0FiSi9WP&=TbcOLE$+ePN(IA6;G|!OvhVN-##gWu z5cJe(Dfw1Jkq)tuV@FD_G0>`&(xj(`;EAyX;6N3FlC6pQZ6f=L` zGtMoaLjmTI-4UH$OR!ny>z@y#rxU}kaRDcVMbg8m{{2`rmsmi|m6F8z1eA+f@>QP`4mo})w_h?bt3JM9W+o_AW#D8b09x%|^w@TpbxfNy!tAHCMC zkS+40WAm$^iY-ba*w^e&h z8!ff-ha!V{mGixNK>O zRhR!s@V^$?=-IHm8m^sA*SDe0^U9$+B7*DEAHOOx`J3I~`4wtmRi0njCJfwQ;@+Le z=~mRzZp~ncnKm&UxVZL3%9{%wp{=S1_*C7SuYS6|c~Ge$W7g?B?tUT0#} zOR?s3{>I$WwS8{dYaee-Orfo&Qv8i^42Hjo8KwpJ&=y*20PYt9N;B{ey4GN&pBt>jOy4IAD2X+7cnsDYW~1%B7Ccyl+}iBEdh|y`s0IOX_~A z8#GhYk%lnVZinttfbIj$8q0|$ISWcYi?~jS_oazqV%!-$2CGW$Ck%dqLr>^4Q7SR;2x&KKIGZ`f@d%s9(X`RtbUKGqLhL_y`i*e^tWNqF*nNLZmU6IE2U7DIcm+ULMSh|Vh-z+oQ;b_loBD#iAg1leq zxx<{L39!7sy`N4t&*mBe$sF4_&yUqMQ~KM3VFzaL`G=Tj2i13(9ba|K`-i-dN3!0d z`Z=efLG&lSfM_f$My5Iw54c(bq|V%o^u2!BRHH$#?+m~_5(E6#=;%gnE%l$u4?fSI zRncIv%G0@*8GgDZHO4<>kA8Gq2$)=}pv#b4%O)DmbqH}yK^s2TSNH1`{ww}I1G85# zH$2FTKRhPMce5=_a-CZ|6_;?eqOLa89**I<>O;5>g) z>YIJ4Xt(zvL$L<;)Hr-2CFCyZ6T8^ zX`xZMO8J1k^2~05ES)AhvI|y~m+xe4#NtwL&!Nj*9uf;dNJu>z)Iy?Xl^OH z8;Hofq-L8pg!y_r%{y3*{8BjVbGR!5k@2q2pS{DTn#-$bG^V}l{ROole+6hMeae(o z21zO?-VB+yZXcGmv0)Ib4O*ZlnI>f&guFJ%#4{5Q>nn7>G6j@vWgCW0?uuXMaC5C? zitTQSTXlc}m%?`zwOU6#Wf5MN61h-)z%fxIJPg1SS4}bMv^Tv{$}m`X_O8ewBjnl9 zzI8IAP7rBnV8M{6A=6H3>MQo&Qn>HWIwV6*vdSteIVowsa?AFt^)f~a0(#l@i;hg# zUUcLr{T;{?`k5^IlK(?}_&?*#f?j%;RI4_-l-Ak`1&XLuG`@Ram$ZvdV6TmJpv{JN zb#K}1%&BV|Vy-&8QRwgOeBO3NT`-R(4^xXY^nLI74<`-Nl@&?kL0=E-PH1zE9ixC_ zsn}VUsdEY{=d)OoQl1dI20xqEtO_w#mMN695;CJHFk4IXV0@WHD=thp@KTnErE$CM z+G^VOD(!b`KhtQMP!rz2cc&lE)L}}f$P+(}Ji#>E%kX2v)32l)3I}YtlL?;qtx=tp zKMj=sRzU2JKUZw^H^a)5S<3a0xG~3d3|7l;Z=j|Pq}CZ{URtS?D@MF>J;JWEb8u0? zjCDP<`EW^*bdaf-U3K!Hh$v6u4H1bhD3=_*C@w$zE z6eV}SuEc2*FSG$X@!!)N;?wfCDfm|q`y(}KFSRX4-!=;BO|~%&UjI4MQFokflBg8$ zHK#qiUsj$!a9MMbZvq8NU&^5JKRhwBcV5mAKD#wL8{4#f$v|rbZ*PD0YB3YUnB2s5 zRJC37`}QfacyrKD*)KALh1ufDyVnnM($1}vL%#L=j5_BszoeHrf4=Ahh|>97OkG1=^z$DJ*nm(Y>< zi~f_Pu*b5{@;MA;nPeW{rl#@>jX-WKGe}xGN=Dav2^cV{GPazqh<34eR*hXlJV##U zn(XB`E6krdR^VD+pp!;Ke6uszj_Y<_xfPtX>U{kE-#ddWbr!7uP~~}Hew1YW*(5PY zm?IDFP=e+zT|sOR#w7;KH)0gcM2h< zs$niVg@7`OWz|X-3Glw6I$0Uv^NWzy-rswO?c?`R8e_AIpP|~VU7=~rPbzxeQ!Au# zkK<;%hzy4VOHF7EjodO&mFA2Xg#;x#ewRv}cuKWaB7kBwjRPA?2|tTvL%fx%4DJQE zQq6ef>^>)8v@zP@)>R4km1dyjpR)^K`DXMTOiAhoI8bV(C0+g&Xl2mu#@=C$)ft zsYuU8IE4l-{kW+-7)SN^RhZ}=!k9kAcePe9A)zlYxA*%aTRX+7J7{B{0XlaiZP4#f zB13e~%ijBIKqtF6vX4mNy73SGCV3OvZL{*mbKfnfL&jcx%DWUc>j^44C4kxd*`>;~jyaiKqCv$Z4Ctj=ozQLn{(ed-?m<8}9sLz- zAWeC^nyHYQ99Z;SA#ePvmQ6vw&CTUz27&@!A1QJ{Zw4aj%UI!`GjG-L`V~NbU_NyY zW~UwOKs`G4Sr+qX?T(cuJ~3ZAGVh@vrRx81zWbdym`%5!4w$; z(>yrK=Bsr^SYSi2eHS zz^)uATr_zZg%(Rly^$qRIA40p$pwxKwA}7cHq5b-Idkiixv9Yjy!{k(d+sqMLe|zh z^lah|5R?umhrYJhG_LCmsvsqk5uB2=c}S9VK?jbveK^MQmlwoS>RTT1@#5R~09~G{ zIbye^o&$J^m-3wb1;yKSP6QO1{5lZax%^iVNt<~l8J)Qn5cHM>mskNzP!i2mBfir+^ z2YOnf*8(8w>%$aau}N{-0w;L4a3IX&Ec4Z85eZ+TBsLy{P)@DPYw8+NE3IZ6QNGY9 zoUC5=kI0!9G|4QLocc7-a5Fk-y8H&lxFH~W{a?z;_5U6sCXC^3oT%?fkDn`-Eji)XeDI8}x4-yr7VPN)>SUM!-Q=yL7#f~!Kl4$zG$nA0zMt`do*&D0tv zCH>TVW>XZ%0zZW@2W`BpXO1SiQZxTlE7QrT9DS^?7Z)~LUx@RC*h<#2SV&37i-zTS zwnaGub=~AMkJjF=t(}SFE@WQ%xat8cfs(epXVYnoR`9Rk2&%6Fv8=x+)@q+l+47)@ zzeS+O;(|WFnX^O4`ousMr*lG-xFSh7v(FOqU2wNO`8^`TuxNSV1lf=w!!$}!f5*)& zdYlZ8=rb->92?ds0CpThVI+-Xw(7R@wF$zcPO%dM!Ecmu?L(irmO^}GfomajCG4;uGkUlUlmkFo_{c_!F1P+_}! zh5ON?JL?uLIkp%`F5@@&Fr&xQ0Pp0eAgMHekDF#FeZj)IAmmr=?|lqxSxnD2hpSJb>1FLl)KWn{wf)ZystG2o$7tofITdKoUs2152K~< zhW-==rF>JolLSQmec24tu!z)Mv{GmMQB7l`Fqk!vMkKEmphu{%oTl-@R2~XiclMW( z?pYBT*nH`v_~q9gSgUmnoFu<1ATM#W1cRnBNGT3PCZ?qcGpow+~T!zdT0{2R+qKdOJN3e2{09v`^ zYs2*V?kmFDWo@+FG4~QXs%k=BD`25k+m2Pbzm~1W;MsLVR_nXe<+e51VkMvY5HpsA zsFe%9APJAmTBpci!5R>a^f&UJntSZ8--Fv(Bc34J%O^jtvz?Fk_Y1@9_g9%yo#IFH530A^js#0Y(ABW)EqI)s zWu#4;77W*s;pd7-7r_(uPx?iTDjBFxLkG%~8gqbB=oL`&$SI9ksCh=9Ine!0KUkBHX8$c2eOAnV>$i z7q@9Q``!gc=^TLDo|(WKv-5?O`^zP>tN&R@EQkY%|IbG4L|n(e{*>4*p*mcneplI5 ztqM?x_cKRz-G%-Dt#A+WND=x*zN`QB0uXgwgE~7pMB+|BQ&Nd{jt%#5ql-j+o4rm; zS|vV*a>BoI6YmNWr#Il=(}j(VUT2ooaV)&F!nYh8wC}RZBgK^9dE2UmAt(qj_05lB zHzWcEWE$woNjoww<5m9@$Dn2|u2NJH7{-qCl?=9K@qOUS`{EvAcR;MT2u{W{uEgXZ zT1^CMSf=AfxM8(3`o4FIA#y673?o~Aqu&S%>B0d}wHpx+68+kCDNTk>8YxQh_Pp;| z6A*39JJzq)(2}AHqn)u2$1rJloN|npe8#xxX@E&MfTNoq;_8vWj^0hlj9K<62kL%YluxS$9`%@4r*m^UY7DL=FxBd zoarAuAX;JH3_glz;;R0(CnD20C0^f%r;s0$3H8gY^s^z^7WXJ4m3$Ex1Z`e3H;;uk zSsX%kJa0}=@f50c=9JA`gGM=Xxx`7Wy6n;>{_=J|gzVPnt(&hfIs_PP;gYM-g&7(r zRn}2P!wiaMhQ}3jHhu|Rz?jg9l6Qm(PaCdiy4(`E1W5I*F zy99T4C%Dr<pMZDLqf6xzs2W+GBhqpb;is<5^SggnkA)!?OeY;#7CIlF1hya%p89F0^b>Yg z{3Zuha*5R6xrq4H9MsZK`N!o2o}woidSm6(iXeYjNw=Ey*UJ<*xC{idboK4>-f!e# z?p%ECaQ}v=$o~z=!PB&?zFoktLDm<-aNiCdg+**%rY!t2n&%d8em^0%k{Ps@KVwQ4 z8W4tHQCn!%XUS2H2`tmdj^9?Nv0bJ#5y)mrG#% z>1Y6s*xmP7jvxB#{p+zcc4Rn0tAPiNS_>AnHsS@Efha)=2oGNdg5`xk=%&s*PRU}eBdR7xXz%1i^6))si0Hes?WdmeOj#NWA;*G^tPi+Gnh3OSIAMFXpJ96@jY6I>qH$fzqr-luS7&NY(u&@< z!~hsO;cq`P>g)s4T7!=ShgGokuBDCmUwd+eehTQYdV?B5T(Y-eZ9j&28ise{9!dr3 z4nzhUQ%^7tg#Qre>~yYA`IraSO%olL^yYJ_O25^4$VP&gfk)koAtCG^*Idh zJ$Ccr52J0+C}q-SMWeRqpJXGHX%E2Y87ZIM@;|JNQO;e8VP{@zsP&z@$nB|OJIY|! zKgAMDd$>c4Y+0n^7%%P}FDI0*-=fif8rF74ho3*3%^1K*J&EWj@2m(%$9(l_3VWJh zhv_*!F|l02hiPfXqZ}Exw=(@pe)z6jDMp=HmPCaiAS#MB&Tgy4<$B_hv0yb}L@7HCreYVUt8~(?-FHrSxYV zTA?Jd7+e@dxFp2|Kh*+|ZwVOu%4i7#cUO4dB1 zt>Ryl7ZlJ%o0&Xq6!e$^W8obYxjW8idm3uR6O(JECQqay?b_f%9FDp?dnO&npops% zGQt5ZhVmhj!%Hni*F#F|hv96bxIpVOT<;c3_ErT!rMur)KFtoEgwrueXKDkRv@oXA z@4}*!mvM`y0@)V-{>+?d0=e6xPgoShSSx*L)&1M@?(Y<~z~^n2ZBNX53mpcs$?@Ff zYC8^YD!#(3a)y)~mOF???WKg=iZ}E6wPH6rL+|pvv_yH2a&1*UUCv~dz7`GL`?avb z`zQKcZvYv3Bdwm|F226YN~>b&lynsOO(?4CjGknqyol@#raeYe7O;6myK+Avny>u|3RN;IyFzM z)2ccn73mpM)~YxjJyFDt54UdMTB&D9ArGDt#gn(|R2@FU>paev11j@50JpXZ z?E0|EmtC9W4bB78QenDz1WLc%xhOCLs+pzQ2CufAylDr1>3AmporMb!z+FtA({lF` z38GBKB)MG2B-;N++-(5V@{|dJ&n8YcyA7KMyt8|^{_Ea2!}@RKp@IsV zSBb8UMD?w4#NAg>RZF*B?;9cs&l5wu6iYpr2iILUQJOnt*j7EOo(G`%ck=fO!8}#K z+@ERON@q2REZY&$IRRs0cCzQ@iKG{u9cCd!t%7g}izvfE0lT#STn6 zh+(w1MvvQ=PP~w@(EfD~zT0+$@`&Scxfnxe;((gn$^fs4D)Q^bY_wkFY}%022+)u$ z$@}cKQZQS%q6HzF^L6!CCHh-sz^sQu_!uoo>$2;W%ggtSCfoa8Jc$q6A?l*rnS-H~ zGq&OiC7Jj6FaWwJowDOH6k9W_&U8>tn8%XVyeqdX$1|`MCI$K2VX1#*M^_cj!*0he z7rP+ie*dKLv?aX1XI4*GT`Ve|PA$&5#>rW~BYC2$bzcDb1VR%Z$@QB^k;hh~{@n=q zh$%4Y6j9LbazJb|q^H{Aee|9i(C{}qS9j@^EN?DNGO5p_0y;bs-gY1nTR&hzqDp%7 zX;%xwr-g?b{p(?#XJ)De-x>p^=x)c9_jao(3Bh2X3)x!>wN(kCjp(4+XHvPW?R1O8 z6S4boV}kt#Y+#yJZqm{;E5=3irLN6=|{98sMr zSEHtF>7-HVT|t)1f%0YnMl;d_gN)fcBpIb}FXI{~crTV6lW#UP8x!xqeX_`a{|k}2 z8U>(wA+2oe+@Eb@byx35hQSckR-pmt3#%ca!yc>y8s>ye-A zqc@SO@EtuMkF|!lq$fZ!Th%LG=m`gBDUN#sm!6=ET+6af=(-|sP}oLaT0`|gB)>Ad z&~VmWTXh|mvY7LR+AOxarm|~-I=fX7kr7B-ElV{Sai&}FFx~X=AYdX0B)w^$=+JeE zPJ3bITi0bma&myn1#+o#8d4@eiG@k0Z~aIw~jgl((rUD2NpjH_oQVIR&z5Q z!4!~gkWimY0dDp3JY%NUEkebh#&2=@Cvf!p77fec5C_AI^Mi7n+8WYUz=R_4DOOxo zcRWVnxlZlPuszS!gJ>WR0vlT*sdwK`^aEwp{@$9i>>E#_7D+ z8i5g-6!du5D^p>x4(+#}Q+UMAT%>0?s^$pXY2wf&eF?9yg(arW9Rrdy|K?pOK69%7 zl)!$5Y(x_w8%;yojkU}@_zK)sIl*X+k&(nfeP3cz66^)2JM*OJ%b}*tDriYO-H~ow z+5^&A=SG!fzQ;^P=;I-O>}ZUV93{iKg3~*N-iS9#WfZTxqs?t@d@vzxi=>k2TWEhj zH@+h%AkVDzv4u>a`U3feFW-Q3#(6-uqk5GPrhim>)B8wL_UL)QIqfK7x&OzMo@i|+ zlv3`rfAZ|=XWG`^80uOcO5$DNUDI$iRHdKhYc*Sbeov-6iHAzl0Qg$gdz`u7+9h-y2o7`Fbw7=^HBgpwF{mzY{Fwu&*8N zE1?8(Y_1;wP`LP{v9ASyS4JUZ-a#hzX4adS55jYi%ZzK(B>@;P^S3{%&W3H(jr!s1 z^(KuG)r!Ur&BowfGwxwOPuk!=WXu;?xNKw@fhh$7pXkPu0LhsVZX{q1c1&ZV6!ire zjRuNsPzGYVlf?GD7FZWE1<2(f*_VwqC@|@xn7ybUMcQ&gq^+CBTSjbMKZo&tGytu- zSEPj(H4HI`C|%3*rHi3;4$bUPu`<>CWhy(N0EaZ%MaJ3)-DlJXQYkzvGKrSH5q-h- z5AL6qCuA*Oj2tsl&;O(SZ)gj^N+I+{OT94AhS&cSMesiDgl5H#6M%8&pV^$_DNTa? z0!OTGOsg`7K2)Oar`S9mWY!1ic#f?d^A%V)w(C|Fd=t>i+FdS-+o?ksyV z8G$e46*c^Z>Lx_f#&d{dEkvR2=K1eM3HxyJ6iC;0Q7RfoOhGtQAiyGKC`tLTiC6ks zR*Gnt^(jTHDGE(+Qv8XeIH3c#W`gLb1O{Hamo{%7!9FEti1?>_8p)W|=dCzqtAR{$ zs+y@FtaNu3&SU%Q>{CLxJ+L0sWS&3T1H~6 z%-g79+>$B?PShu@krD?=&{yaf2 z@-nRQ2|R=f(dH-BcG|nW{y!ePHM7~7ivr^Oy5S^3LbXoHNgls`sXcm$lEsaig886Bn%c?VhIZBSfx)1$6E4*2J8^0!R8v}#j5Gwix3FTd)WcrfQ^kce_W9F zeu7k3+*RxdAra`_=Uo5ZNP1YjvgWrb_r4p^yIg8n%NHdU6f)jzMgiAB!TvMu%k@WP z>zHA@Rc|-U#NO|9QYVu#OL&Ta6gYWK`o8ZRIV7U%$U`hzBZ zSIo5}H9KAvn<7aZy3J(;>c?CAc6qL8NR(fPZfg&EX7a&-ce)7r76kBsLf+oI$$lEN zi|tn|$ZmkUQNx!Y(U*&uv(th9Y%Em&*;xGcxOf7tD|VxyLhN?sAi)x*WEPUJWsWcO zV?7Au4Gs*wuG<2W#jYZjUh1$M{wgd}dL83^xSW6w_+8GT52$>bb2BwTew#3@uY}3A z?~GKY7BTRT(d5JG>xxphzmi?5ewz(gk9f#laC{>V-v*|)Z5~K0`4x|pY2b);@x-5@ zMRNztb#<|kP2Gn2Uep`R7>mFyKI_6w%!GyDe>%7DjUg)A4Pnhh9iLt4%*qoB{iu}` zHaku+uYBLWU+y^J-6DEDbyy`@r{fFF{c2Iw>9$6>0 zgB(6DN1E+Z4MeVSJSOa?Q4MB+B&J00^y}&J9+QwU9~C+bp!K} z`^$GT3-3*tTL`UqJD6V9Mt?dqzqE;U75Gyrj{Z}?!P3C%n^an)!2Of7GjDdHOJ{m( zhWK}4=}WxrJ(|_*(+AP8)lM@Ur)z;-uS(=ToYa#nK&5AQ)t!4#8|_(SQjDCU`g$|# zrN-=!_X%a(I|f~gHf;J)B5{;~?HwrJIn#&gYhv4*v`Xagua^zJP*%R@SJSkw(r){b zRX1QiM0!61*Yd+d2Y9Rli$|(&W6_I28F1btK;T(!R=N48HHn_|a+C?)uKMjfAe=)J zt{66no~axfIX!8XpX8gL2sa`{vxkW!Htd=sw-y=p!v%IO7NnVwKTk9!&*!PX_`K>4 zUa#`N%(y=8Ur}8?q0!f9p0!=yGHHu`yj80ZR;61~0+~!ldyckB+~HM_v(F+t)+O=a zXsb*@8{H;n!I&+J9BI8=x*S1st*hUXhqGEjt7AxU2`|=6awrFInMuSI$L8M}$e!0I}=!5JJtGpd2 z-sNW4gH{gStM)^WVcp5Ks3eTcid{1*yBP$W(7<}1*FgkR@Q=QH+%X8%54*UN9z%dU zY2Y1`E-azM_OHRWT;uPMnaHqzx5lC5p~fUA6VRT7i%mg^{VYPmyLZW#IRvKsXMgPT z_>B^&8Ig_lJ`_Hcc)@-fTVg!10nN%=aCPH6PIYUiQrP5XevhNl4Tk@FT)glaAS-6H zBOmo#n|0DX;p5=UlF}C7Iy)r%b2a4YcP?~5N^v2J+@+Ic;N5IZ^}E05=KV0T`W+wy z+O8lWo1qS9UdSTVanF#n-nz1}?XNfLa+~&s8f(Cq9uPEqZy;l{{oeO_0(qw!f`BYM z2*@~POAZrO0#2sXKjWr8>{&(@rTa-fme}zpip;Kz))j&`E zrf5RIqTJa8#R8CnwV7pP<18y z!gP{ndlki>nQdn9O$)MfqlA&cuFE-dZxQQk=Z&}UPfnt*8SHaw>(8Dnd-KV+urt0e zl&PCB{JiIPPQT9}1Sj{b;AsydK{KJ4gLfZ}eWU7*keSv3lKA_O8+8_WRKNdej+1t)lsH$`u&P7K9#CjH?IN_33zXz1P|6H{5-ljTfWVXoGn0RT+&m z#ne*c*e`-cx@13_6mA=3(?Jpg<^9*gXlRR(rX&*U9_D2hFw@4J`f{=qfpgG`H`4!ny5LmWPJ{Q${Ly6Y2jOti zc!g{Aq&eHr>o|X}l?n2umKjNYyT0@^?exEk&$e}w)EUyNRa29f?OgF=cvkeCHF}Zv zt`B+@mSon;%&!e_Yoze2$R{*N>)#Rs;oDbOIQqBG!lcz!$1vBMYlbrCyeA8<&W+a( z6)}sS!!C7g10|N>DW<(Ip2%Rk<5}#ViWO9!KjdYND7a!5>7?eN*JP=cppRI`aSFbc zrStE$!2j!?Dt-Wm*QY5R6C1dGfW(I#)BL&ov5^Hh5@z?KjGv+GxuJJPhzbz4Bu(sy z!N?eoX40f$xT@>6+flE!=Qc6Q7<{1RXjF+Z~ak+sEUB-CM~n9B07M!Sol>_ReH*ln3Oae#+#R6n)Y zAsbmWaL?lX{?&RXWhZc~6y~uhq&PNCp#yO%zcj>LKSqcO=ho0w%&I%DuS?F$_)!1d zCW$6(Ab^m~&WHqs%yg3rAiCarS4c8ZhYm_5x!ey+Z?dj9p>tkq)MFWL)kDZ8Ro)|1 zCo8-Si+-YVw>G9G|v}s;o2SITGpDMdk zOemieoGY|<9BO+BbEYzB=U1PeDZbSKiPVAgV9?)lXrK*GH&V@w)kRb{Tv&x%KWs6* zsn%y#`QH%wGB4Fe$LQd5KdI=tmC0Fx_4R-I9$$)PeVHu(%jCQ+F8Xxd+uEx10cbba z#sc0!MR;J$QzDf|OeMrLxhmZeVuwUPe-*n%r6UQ@sBLtI^GDICQLCgO^?Dm%O+~^j zK&Oi0+M>hX{p*(GRJB0FDcB0LVVgWZ-o ze`P6AbQE_JcZR-4{S4Ik=%f)%#6;Nr>S12YHw7e1Gaj=L7NI)DRJuLPvUChW9v2rcx zhT|J|ruJv10~d9nQ!6J4i?!*YK1LDdjmRXstiv0t%$fbB(a3IsAtM*0_%D3F%V*I9vqsjJoD0u;xnH2Ea>P}g zHjpR!NRFBpI)Y^?_Bk7y7xg>T`wZVNruDK3V@M-(aTl8^g}Rbb!A@|snbLQtX^1ZW z4E+dr0CW7==naq?anY*SiT0{$yjHvxZiz_|bjonbY7#oKPfM(S2SG{=67J!=i++@n zCYfJPIwLgYb}pDj29-`}nmiZdRzF6WldolLZ@RVZUWqqmpkpI#=x+-6=GeBU(#0<; z)f{?$b9+T3nXMRUvLe>gZL3p3HPx?+mtDjXS4G)b@0sNP(d^iwJyvjlrLLIa6-h|O z0tGBQrqv5aPHK|r%)k>LWq=eBs_Tm`e-Rc2K%UE?&5b@b6P?McgcH}-26253xav!b z^`^g*lBRf#e=@~CT;;F#tOkf2*gq*}h0rF4w<0*YY zd^Wbm2&T@^-OOBx|1B4W82YpTvPGH}m(kB4T!*5<^myaA=g()x8jPS-{@Nry&mimc`P3ZF zF8i{X2hx2u@WvC)nU8_C7cyu+sLfq^-E{gZOQedm_nUI0{VAhuMkH_Jn{Balng(Gn z7T=rWj?E`3a4`JMec!l#ncf~HOB*nReVO2H9o@v^&Pd#(va-eBe8;@fELKF$YAKQU zeGWfQ4gTh1X1J2M7RyfzX2jV4^#b^fJVqycXHIInhL`CijT;_{1z!Kw)a`4#CbaS` z0TJz?GCoV26Tx<8IGFCrYJ2Ux9|XU_#zo|6AuU+#x85T|w%*v$s)qzhYxcehP=v2; zJ)3?xM1Sg7Ij;A*sJwm`{?lB~o5*eHL3H|p9ZSA{P?t3-pgFkkO95h#9Q6W?n)!y&GlaI<+V`o6B0!^O!qVMG* z>Yf;FLw-1VqxFB5vl1CmEoy1DTs>n_FDFRvIxu3=kg%n{ghsGSeQ^ve-BMj>lI%>V zQJGz@d_Vu?7pn_8D#H)0?n9pJeIz`-{A^T6pSEHT@fd@ID^b?K+`%eXV+<|pv}v=c zV{+(WoAb5-Kj30WulVRgck^CnZ@Zbx@aLF>p7O9VdmRJvGu%r^Ju>ILh-C+4>m&j9 zO*(D&WUZmK_lT33dg|!z|Ka30_HC@eybT<0nvf3vV2?Icn-NkKz=2VcPFq}+T9c#B%hxeOf=GNz6aZs0y?-v$H6eIJR~~GIu43x}>;MGp2Yce#vNY84YGq^VIE|=iuvMIA4^{{$&(XdHnq+`rQQ*s8Tu=qQ@b(WbCYhqzXH?U&x*kZqJpg)=tQq#`GYE07-bn&_B`n?1=?fuOD8`7iVGzu%_tqZ{?!#G>SeRMIX^sxxfPXI>`nDsiXFJ9@_kuGVPV+o-}Mp-DMYy9-(|KcimgmSBzO3n68zoN$Ddz@ zOe(}?0sXc~LlUT)pY59)QHCh0)eNHV5@*FgOV(ID=#OTPN^6hHRV$YNW~$0^I-93V>-l6Cxu0uf$U9nXUlr z0(*7Z#4Zt+zaQtaQriS(+3*3NIe%iFWGiv*^+Tbmo5+fVnGa+&1{zY97R*z{W_Cir z1=@ce_@!!pJ3b$baffXG<(tc+ni789Z?V1mYwNW@P^t&tml_Z!2EH4?r@TOGjH)`H1{g-y(f$*l+2ex2?P$UH8aZPCwJp3UH|g(jDj|7Y z;)Oc>RsjMeR!WnqbSk8U``i~Nc%ll}mT!iIMsg3$0Qz4 zRZFIIuJ!enK`*YdFgQyE2<0s11PN#+-jXDLk4_VI{NeaHESy3K7TKx6w(iWAD-w$+c2ZEbe?#1sb2@3tZ0Nd4?OUD!9OTESl z>qP6W8Stk)wb;dfL#R7XVET5cGQ@1}q-1KXNsxW2Vgq^^zi|Q ze4;5mZM?=KuaqV%??;070=7sK(eY5oi3;Se$qYfubXz956+b@Lwb=`VV%+geg3%k3>kshF64%ms=yem^}X|yp+bwH!TV?75yJ(TmOey-%0mCF!d&d81g^Az&ici@qe*!re~HUSE5_cjsZ!v z{#@Q2GXkRcd!76;yD;cF6Q1yYfqc*4#!qkhJq;K8KyE(0vKnt*EI5Pg`N?2rkP&_` zW}wk+#Ku+jTcM!gAJ)8=+m6SpYaBQH<*%17dao7hyGYr^?8Gj7GdwPKp?Z-;Keo@F z3F>1K;pCQ8*6XUxZ{_k137rAqs)$txpD4BtN%xk74s=)F5wQo5i5B`7YM&JCryGU2 zl-^XcV6O*CJTqdo!gk643VRt-rdk2Xu$)X~_dqn^qL$BqnGddkfsuzP5b|a>rR3(Qmmo*)TpPLu{&J1ev!GT`~A5NG?X&Z z^&tb_p}>=68c`mE#kBeDxqbB;VSCVzcgLs7w9sICYsU!e3RWRl3}}#kDvH~7+8W%< zIzg#efNLV4;GUjZ`E0i9D{AA3ykQ=PFBs4`TtdpEwll!U&$BuUM-yKAzSbYJTx@Ur zHvvG)+`bJ`%+FuUtCU$^TRnA2`&9^KAQI~K)~;lffe!>N^ECf@bODd@l>i`aUAc%@ zEM0?LZCL-D^BpWGBQw89Ep{(RxsP4-q-&nIGB|3)-z{$oxOKFRN&=CoCmI(1ly#=6x2cCkF1j9lsJyD z#{xEB-F04>*$owq<4e%D5{Bo(i&JCfNUpkHBc&azd=|{prt|Ci2Z>lkSEJY?9&nXI zmY(egDO!22-&zf{$S;*W6>=r8q@$D7N^nUf&f2B_w(kkMWnJG88GT<-=%t3?5DDh_ zXI%Qa8yKXA^6VV0`c>6bualoi3M#h!`Rg0S4A-~PzLQ2UvPbAB|HeG=gH||HZ z{k+3?wB>oN-yyVo!KuQv1JwKN!1#aslTEC-pecrW2MM0d=`y7lt&zSPy8|{_i)bpaz)qjz#Z7cXJr-UP} zzdJ;E{0<<~&an>>!|4dGe$=!nozE+szV83Ss>YY%4PyT<{jxpy#V z?Cl#+tPDjYN=J+B)xx~hcSUUIEHIE;47jOmjsM}P2%~+EP*+TcBoG;3b`8y-s_Lm8 z6Kzo-J>)1$@O&49gIYB?JDP^Vx$;R z(V2X2;U(!hNZD0;TQV~bft8#41iUJph@JIwTID#JMdZ?p>C=N;+rM)P`LIyTs#Lul zU*;nofljfMaLTiDe~S_RQZ6L<6~)PpdI75#cOjW4V~BBZ^yt;s-ClOMLY)CuWY%gi zBrCtJU4vGVe5N8Stj$P_mftwFcXq)qQy-Q*4GZ_6I;pn$-bg{HU(V`Emw0;)AehCG zW2tsWJd%SS;px!aJqvv``s6*NRL7|xwbX6=(E;D9{!Al!1||(>a^FUSHNrvr`Ye=H zY47iq4=Uv~SmdD>(i-4#2s#59(xDaHuecl`dh zXPJl2Na0LN9hEuDcm=`>@|Cc5LfmS{dm}#Pb(joO43U)7wvxk<&wHzdzf2w5ppFBC zKNi|60uRyLe^86()|Z4lyn{!!wZ2T7CkgRXO^qM(ZAusBfFkEso4=?zuzW#_3BQFt zO4C=&`fhqGwC3K6LC1b~-q!b78f++pMcR&tvutp3-1A^qn0Uwp{1`W(7A=Vc++Bue zx7bD9tq$^e0Q2jVUoNgTXVJ>I4IXJ#78?}&$A18ao1J7bEbe~W0>^U>Xp;y%E*&SN zhKgg!9a3d=GNt&%X>nW)F8D;U-{4XhtH0*g##AAR!zc1A6@r^w6TGPG5)5|g?5A$Mg2*Y}_@T463!n&LydTE4=PH^MZ2jV?#2!J zI`^bJ2w7FU=1*q*n!YQ#b!YIm?C*@|%Z}*(2YC2D6b$*xISQCP_jVF9T$wsKCj9vM zLfS`|ta=cECt9Fg(sxQ|phADdK&DP-fqSPv(5yzIJg zp|zFSbyAIKmSzsPd(zWVS5{xfx#k)zqzy6<4TH>8tYJ8SZu2-y@rXI^4@j) zo5G~C@vWq=##5z$QT~!H;1~dK?~Vp-i%NWU9n$f7?_A( zh-9W_SNQyz@GOGf&5WN^F&YB+?aUh9nvQ48)je8l;4mszSI|Avn z+YH*QYml+_0wYJ#zJ075B_QM;`x*VUE6J$(_@-mOehP-wVYA~dJlZrt*gXsFgw*k4 zhF3g~bXc1)QwP8`&icqoXGle_Bz<}okbn>&lVES+Hq6A#ZMD37UQXd<)m!A<2Q6^6 zz`RQ%R9t$&iox{zeTDaOD`ZDXA zjWyPxAQ=Uj`HTBhYr7pRRIi599N54jCVVu53PP(Ztv0rsHPo8YA+DwEzw`*H^et+Wke1WYE0? z8GbQO%MxM)=Cpe-<&~koC3GY*@f{g6FP1j1JLT!1UT@1jp|!$xTQQ50a;J<0E^HV2 z?s*G}z9VIy%(s}W8z(H25!~EsRalieV?4#5JTCYcz*Fcs$G6Bm$|2)Jn})?&z>Bfe z2^YYB5tW43vSH&Uw1~?YY+Z3pU}~d%krNe2&N1>tkhJ&R#aFp9u_GxyR&<22Up&kS zp>i~kA@s^G7hR>QK_tu2G{Fv_WUHiYzmc4J7^zw>Xdi3h*VBB&u_<4qajJQnYoDku z5EjEvbDnd9H~J!vUNjhX@aBPS{dl(3){+^|yJSp7>-NfwvS$GQH)peLoIT)D@%%lA zZ`yf!6Z!eY(?8-eRYwYV?6gs$k~CJfzEAX7V&~#bsh~w91|^7L3?lf zY7NeigyN2W@iJ@j(eB-wYJ%{x@A$I6w)Q{atq=bb-f|)tWX3q?3=C@8+VgDboj5B_ zS5T3$(;f>LFCt}i5X7O0z^fg2PDM+kE_h@8<{Cu2Sqe=@h0U2Gf(gErA|oMm zQxIM}A-DpmY+=z`kGQ$8mA zl~@VjZA;{W#Ig_`@eMjRZ^8g1quSCFI<>0uBy#{wVNdM$vF0 zM9HR0-?H7AZ=R>dL59Mse2NfVN2d1fEhfTq_X$B6n*^!OpZ_@^ED>c)4K#mbYDK7N z3j_|U+#)2P*6Z!MREO@V!YW_9a0bcR5f~t=?S6>P<)`^2M${u6&&42x$pCqScd|_Nyv^zjeV@OO1X5>pN0? z9Y6zlndrV;H}@uAuhw}jT>_l$+?ukSvbsKkEKi_iV*3CwRmL>@C!uNjfWNmSqht%q z1U4HvtL7WYc7z=j8$=N9sVy0xZvE#woRiG?_&Zp3rSW83!keVZsdR%hiR>`3sOBWH7@DSTW6{|CLQ)c+ zWq}@}WKhN#E6~b79_z{=eE(f${1f=WT^mmH}o>8PvDlthtphs zYd7zS`caHfX3(&5%g5^i)&V;*klS&$k4T81ryVjqre>0gY*3}QUE<8mQ26wyqq$z9 zLS?lyT8=*d_thkN{VNGJ(20XOapb;#>7CYsfpli!1kU}C+-Y@E8x|QU$_l`tAG;yU z{-J_@1vq>>BW0$-CHv9oUwXG(8de3+ea}9udk`=X{%6=Sftr4;KmUW&i<)*$^hJhx z&i$@&=v%XqDam2^ns#^7Ah+Rg=3((#($39!L|T$ZIZ&R{?|<>pPVf@VCpNz>D%~uKI#o)$QW6i zJENiX_>P6hPM)vO|EwVm+`AEuP0qG1b7kI0Qjm{|k>Zi8YKK#7L85rH$uu14UU*>2 z5pTNYHq5}4MP3Xk$*IL0>OdI@CUNg~H>*0fr_?@9OvyPwLA7#NWfeg%?J zLA}&F^?gRQ1Uz+DM_UegvozivtQlBFOO4v_2%)%2!>^I453eyEVt@DQo>IfA7_ses zonkk4c1^?I*m09Q{3&f3TDkkSu4EZ5Am&A0%wS^9`Ti!*-y8d^Q81|ZUa8v_sX1XW ziKm^~=RiJZ`gmjqSwO9g&B{~It840T$F@SN=w*Bv?S;f<)wWWh4h9#DiotZa5>M21 z!BNRnQesW_!Rl)iA5ur)rmdd?X*&w4p|*rP5|-NRmkkPt81_@Xj}4E`^j@K}D#)Th>!~z7kpt}uOzR>Z=Kk}@EdnW5MU_-UISHZ_?vmjO4tLWG z{V;FA=416*Y&E|7AI#nzd@cEu*FVkGIEY9Z7q}CuWcJR*^wG;sYYzB5?Fr2;Y9q71 zMoe4SIGq%Wr=lS3cp8qR$wC}4*QF2PL0JdBMV^M{UP@BX{rd&Lj!31EzH_+u64JU||f;l~E;wIa+Ct>3oj=Vz%!jc5$u4&({ z<)2{{OQIef9Dxign#YCZGJMtjBO(v_e%V09hw36H6}58|^xHD`L}d+!p?6E?4G9`h z;cc1PdTHAF1y^@%v<;H>x9%SDeO(=YMY6PE#>_Kk;o%cryg@JOwchTH8}Iqv{EC+~ ze1nmgOqLAP9my;>$=ZXfzdV_kJHk~LfplVf1o5?FRH`9SaMinnw4ho1>lg-W({|Ap z&klk%-sv}iqxJs~RnGrw!g@&dzfXQ6+a9o*Zt@n)cm)-7snbaXXd$)i-tV4=VyJC> z5i7EGeT=R6|;LQC}6Han*i+)Oq)T43Rslw%SRKy#Zc@&3?&#;mSJZlW z`$sg-CEUbGdNt7>G6gn~WIv-K*5@Ht*Xa)rY07EB6>$`2=M7L1wQt=%6C%TtaE>a=W^>;zy!q^ViDdWxM01R!o+UZR^13eLBEUSWl>Y$FXyYQ+8Y{>ao`;Y`Tg-J*uJXP zjk^&hOz$6sMFYLc^n5kAl(ddubK%yi4;~5V&yj=c`koZed-vEtEK;+sqfMSo&sO&> zZjZ~0)!J=3duMf7Q#e?8aMD&V+*Xuh-R#3fO!S4*zn$sB%}KnbOx0PJK^tD_$@&hc zkKnQgnSxtmIpgVGLRQ;olwk#IJ6Ny(;U79)=2c=f*c z|MdcJ37%TF9_m?{$@+frI)j_xmj}<=vZ?)!`B z-O`WK&ONQSmHl?ER?u-4O#xK3GEDY^ZZH9Ph)Vj56W}-UO?Hy!qqW|`tU-KBGy?*z zbd6i;nlpHEq+{vRmeukll-*A!xrIIDwz)MIt5)4_uuoeYybrc0jPn_Pd5=Ba9$~*x zW6+>tOD$UCxW7JGCw4}e@yBnMn;KKzG{p?{pdCV+#VTY1gcL^$>F;`9ikCy03~u66 zpl$-UNh>!gUgsZ z7D|{6yaWanE_|#;m7NdGnphug_tw9B{*y_r!biEHVzOu6c_}AARoj+k#R@{!*?mS2 z!xd0;5~bT|Ixv{Wb~IQ6eK;kx(IFQB9f&WE`)nmp|IO)pU*Gw-t_zVUziRI6pSaki zF$5OvMFY!P%M5PI0iDZ#@8u_SjfrjyP9z;`zpUk6_pl=mScQGs^%gx*Y^btUi17QD z<@h1+<#FTn<^O`*B>x-6cso(N?5ye2J#b>YCQr)Re?Qo!=a9i--70Azs`SLU*~3|| z-Xp@PxpDdor1l#~c;j6AeowR(gVUTx)}RQ=if-$&Gh=vo%he7^2pdO-FIy=-b9G$; zY%W&O@M2{LrMlQTjYcT_5JKKb-a>*WTT2EM!D&7y3;H6}q}#YC)`d8_obZ6S!f|L{ zL%w>W(6vD3{>ytnR~)@l#jF@hK)Kf-dP>h9OLe)b*0|@Z%U#H$?Jw=Z13R`k#>9Lg zhm=p5zMFN``bEAgIpRo!HtFE3I7^{A!g6}^n+^_!)A&b)5&j3B(GLaf4w%|yBo|mD zR}u@2v&LWUb5tT70O*77ezG7Du%%k+!vNhO1XqLUk-YTq$U9D`xij~6j`(P89o?UM1LnmcH~5p#ShA35URz5VO{J5W=5mJ4bN z9OUeUDLr#_g=E9f4;jmkm7TvIb!Q_ADSsr6KE++LXDQfabf}Rc7N*^xt+C(jVDX*N zvvqv9#!2N!616_Vx)b-cT2!HJv;LE%MGe%pPDmtPGd8sPNkX@sy|=B_dpm)`K;wTM zQ&*Gz1toB(N@4;2qzO;E-dCt*&KI{Rps}`@WCn=mVe>$nz2zOr@?_%5E=-P(CQ%()F%KiYT1h*U;QzCvr3{!4>f$VaE zV#aHDy1J~`a`4uIfK+|{zELx?d7HJOyaUfj&wU+_O=iQ=HTy`mYR8XJJOML!68*=2Z39XLiO^>gHrmc=C_N6 zx2n567;K4Y)v_LU(tD#;ROtg+hh(SH)QuIMrvag=i$x(i)CSyk#hwD?eP&Pl?ny${ z+nkR$#TykpUGp;)``Fk;zfP#s!dY$OnMPPrtGr)vb7>so8tZ}B_p4SQrfr7}0UM{`uP)4? zocM*`zu!(t-LU=S3(aA?TU`%{r%_$x$C>5WqZtrM5+bS%zta$UM208`(L-sRJ;7+Bv+Y1(RI0VK>74X6gEe6IMR=rdFQPAL zdgF(b2`DrlCqUmq?Gfc;cf{uPV`(G6_kZ~%GXI@%cOoS@+j+Qkt$P5P2Jd`@a>l|p zv?5?L)bl)>6#PVNW2%Jf2q%abRbKOv@}})D%cW0(1kK+MC1X_ky0-;1M*Hy~Ococ- zClUzsg(TesrU$M-A6+4p&A^jz3aVn+Bf+y*j3vA_H|LPo^|+B>zD*$gbE0rlLJ5Z+ zDd7~DXTz5*!}tzlW7o2b%W0B}Crps9-YzC_6w>wVwg=C^Umn+;1*aZ1b2V5KDaZh3 zMPb_QoEO}kf${XS<1>EI#f4xaP`9h6tHNg5XjiHNogwZ=ooO|9p@%9s3=_ z=VF~v!O<|X#&lUYk$Jqu0ukO~?d`qy0cwrc6#o^FcDmiwds@^8Kj!mc%RvsArvzf$ZDo^}SC8G*Tsgy(odgj& z)a>jvEIWVGaO~GOb-*It?5nKkr}V-CRzME$kungxgp)nBAbb$J^K)SvF8@@ImxWC@ zg?l(|z7u6N04UUF9X_C{E4AiHX( zgfttUN|qZm&$jTMAI!L4WWZM#-kXr(9jKTUSx+v_Nk8^Yg-om0kAoQ%j+`?PdY7}V z%SwfCo5{{+ZjUHHmtpu^!XWB*60dAA~;pSdgaRfW#fcRNs1<4nqj73mvLRY4rZ0PNh zd`)MLpq{01pjixUCM6O>ftYk#;?-B7h^HEEE$NCeh(dlw&X#LpkY0(g`ZbLZ^H+v- zzh72AjI0X5X~l*|@Yuo(!K$$_-8pD&tl7lbRzl;H@eR0WFtxgNzDr$5tb4~1ui3Bt z963H}foOv+Bz1ccY>z_v5n^37*?TLv`sfOU928)(Q6D0CLOHb7czD}&nIz8|p<2EK zqGa{&2f_~oFnfDJ5JTWq7IrD?UWOGl8)|q=^e0bL1L@0w8#)L(vlL-agra}+hWWg+ zDYBAWMT-LN8osPV1GmC<)%B|5NZU3^WYEvTIgFXUtZV?Mvtyow8 z#yL8HMM#O(*h5DnYGV65tz{-A1Bs8n6Ke*PUrms(RY&fz6U%#zx-xOPc33XJ6$98+ z^J~tl$AXzV{(xJ6LKF-ei)1_K%hSQ3*%70qL-+;Ikow?<%$;h>hn{Rm@xZY4#E0$+ zBtuF2b3TRF6%nSeIs4=Wcs~J=0&xNUca?nfsJJrJ>uh&a z>$~S*1jE^EBk2K$J5S2lpCDt~AAOgw^BN&e&bq;)$K3@8yi*|3nsw-HJ#UUm&#%(L z5fAhPQTKw+hEb*rb|r#6PkLNfjFGn;u6)F?M=?1zO>@ci#3p&{(d><_eL+;CBj$aI)-L>rbB14CWkcUShAu9;K4!_EY_%?72pf*iLJaJ>ck0s!y=c zFmD+{i3KOG=c}IR<43$@g=&xUE!&X{^vfi6I>(?le7UAPfCo$xSJMT}`+4>^9az;*d^eT&Nx8&dsI`H%9;b zAc0e+nacS!j-PGEm8*T(c!=k^vBZUaVz0q?GSBI65mqeUIr%77lsN@%8YM(yF2iz> zu;&IYoO{JCManMwxvV=DUU1kab&k`Txe&OfzP0R|fcKawEF-7DbIGpVMDS35yEbmV zH^;8M`kgH*%d)r8IvKZqQfSk^^urUnw4rvp*`={*du!SoN5VUXgN<6B3|~W zDRFJ{fhuTv+%x5SwMC|oO51hMolx67O6{rz!MO(m#6s{V`7B^J5-wR};L#=%6XA!< za3{utEPKfIV5$$|QG%Zyhx)ih8Xddw75n?S*(0fCS$YZP=UQiUSD_zyVn;#G?$S$G z0* z#O4UPZ|m)B%m4qc7d6RLkRgFO-))(?3N$ttXy<&Hmd&W^Fj+Wi`Acm8{#oNBR6QU~ zXU&V$e{>Gx?0}K$tnd1*{|XSB5bo<|4W$coM{H~A*6e3Vhh9C2BV30;lRcdBFMnW= zg3v(0w<}wEk~JCUJSB9%v1vF*BJd0~YZ==g=gDnQAqe2X5wBH#v)2&q?vb-~FI^GR z3heO-`Y}0KzaC!12)!dG0S#?Oq2!=c`pW}jr_!#rCPkHjw#}J&eWGsBpi*%pj7BUs zhQ&7*hOqkptGo}%?i@+_lI#u;igkI^RO0Y?O({Sk-#CH5J+d-9@9q0~rb>2kfl&xb zpd}PbMSn^^=XKDDt`ue7>N<$BPY*)T9))5`@PKPWOoQhvCR~4B1tW6&R5Sv!^~Y_U z^@=-;^c*|)+$#tB26%M~?fw|IDQKi(eD+k0n%H(+X_pz+v65~}X@s*|5;ix5x z-{d{R(a$o{=uptU0*9Rkeq;~I$G6H|tnBqM3!?Dxy_JiSq|o(0*R5&yl(qp6UfE9Y zt1Z3gdN&=c27m8jRc2=`>}7=uquM+}JvrR{u5ur`&KZAB`!M*g&uZ6PS-KBZiptG= zPU<1B@9I%Gv0{FnD#sb;VOgga*4q5xVB9DnK4s_L{9wYu_%5&C;$bN-;?}i!DFc%S zpSaL1-dTAC(3Y&{V)OaaQOlT2H96U;K#I2E0hf3V#CX?L3Eo!Z3fb{x)Zg=h3!eg)ZkI6thWjRh6!dX zUwob_lKe5b5{UigXtvsI0_60wQVN-XEX{COA!Xe5tUPlLO5+*HoWeT=SydjMBV;pK z5QZ5Xr@VaC0IE^qGELGX3(9MqxM>6%tz|o3%Zt;MYhCM(FkOuvEzA{8sXWS<#HMQS z5*K{eydg|9qWTL9S_v=6?EUo5)@#penVQeaFQ0wSZXL$_D_h|N-unJj-AUnED@MrE zsLS@Bk8{r%hO7|Qr=)YGmuo85zFw2D$NjY47aCz<;hqjc&-TfWe|QpOEA%Ui=MxHR zzzuJ}&61K$sJN3q!m%i|jVB957*3|~V$tB)99v>SvU^YaXA}o;ANuu?#|5IQ5lsmyl76;33LdY06fsJ2Z zciG4ko`bgaPawv&ovJFCP2l~-WsX}8XadO{+88vecFR_b4k)(yW~vZhc#+BK+71uPsey1MN!|rFEOmKTMVA99=s_UgB#mCf-8Q~ z#d;G|P|JA-U$Ir=mJZ8cc+y{EZ!$MCyq^-P?$1B~pI@5ZxUksSWw*yi155Y_D-kOo zq)PInEWQyw4|l>bi5Wr&y*{bYI;SwNb{9HFFR#~ZGlH0Nn4aJ%oy!DLgtA13mS|?- zuSx1tzrAtgqRg=`K5W^)Bi%c-LK>@pY(+_PFoK^K+gSnDy!Z0Bot!ch4QMW)m<2#SG^X!m1f-~3H_nP!^?ky>X{IwtIj1z2`Hmi@M-!p#LujTYon^h3AX(YUhgkVM}* z{Zu_ZgVjmw4pVATsxI1R<3aSamaZeW&IX5Me@62_5k}d>*1AjJ7jG?xus;8$x@$?a)LTx^?@FPxBVFIP+O0oXS^dXm;sGu-n5{Wu{cFS zxKy$GZ&??OkfqjlDA$YW#*oe;0Nup0EWrw04yUqkLe~c6Ufalnq@<^;1Pi{oW_9y& z<@q(b!V~*SjLZ3R&kUfy~$;5AZ#_-?$ z)&%HTl9GDtTPv3+Yb!~{<15Uyq}Xh^RjT}JY53TLiP8?D)kj?GzY*jeVWJ*V!-aO4 z2Fq+uzADRXRL*&ig_?}PdxW)oJ>%>5t0?GDv-=dFO)kKdS7jUo;S%Az*iem`1)_9_wD%0 z#y-nOiBM_SK)(Ix`B}SOK3Q0|q{=DIn5_@<|38o88767s8V%581B)8bNkpXkl_02)6{pusJxAPnnsEkE1SFT#WlX^Z;tS(Qcj7`=Zh)Vo| zsr*aSkqs!wIGAqa*xcqDdWESqg{nm`*4!kfC^G<{3>w7oSiup{m{K@c34-FJ$PsZ8 zLi}OtswfX>Z6~ZRC83mqH{%|2@-<;Z2sqv$hfxS&t0Tfab@-Xx@@kkRs1nG)0uCD7 zs~OyrVuSQo2yCA0b~dR679*n?&n+uLtxRYXx4COX9V#E zcbI^RbOax=+J#WB88j77DgSEKC**NNY0J$NuU@0qTzOwsY#{9ajUApb#lizV{br2+ zrzQ1(CquvzKcjz#HDb6=G8&W-6jaE9QP=`|;~R>el4#4rho-xy=KD*2P}SJH`ib*J zoY~)eyxBIfCMb|@;uqIeN*(PlN>@0R`V&^ZlK#mot}!nxG3fGTW&DWf;u$v%pd zl~#rsgvJW!hC|Mn(`^+LX4Dn_V8H!(`CBza6Orn>Nxsi@H);au?fp(Hq<&LRI>aw` z!A8W;AbduVIN@O&w8w?r{w@&eHaOE9w${tB`w?+;2JW&F>ND$`*#qv>J0GoW@(5Gl zE^hn$nO$60mg15B4lT)q)80YuneIxbblvZFJWS;CY0_i15j^S!h0nIwEYv09~0m8tKS+YBf8i)%tn&V%76{e zlV35bTUEQyy1K0W-|$On(_%sm7~HTQGY|Tw?^b80`(8>{h1Tkug??<<8J|I75C<+G zcnvXd%*)VH%HZE8BF2@R=AP{SMi#EW8R2AQLP>3*CGDybIx#tXI0V7sMTPH@~AWL1?GCBn~^jZ(k1$z&2d6>d%`lt5?&s?JWGmRdK4( z9Vv-MdJ0_|cd%K?mY#?z^bOnK<0HIJ)$Dh)-%!-<$!1_;kf|rsw+=u~K}QNiHWk1~ za$=hMIsu~u#%=yK?A`l70-4-1r9LcaudY!)q}+*s>5P|Th^QNRqN!@%(6}MJlMlG# zEv6y+R9?1wS3ZLnanf?VmtyVMO|Bk*;&(=dJkenyB+pD%G1%qRJ!BS#ymea>^*x$j zH4>@8YQ-J zUd}sLv-g)T17|^KVR9X;eW^aPbow=4hRkryUg$@!Q*0=Wa;@k zoXu6Boy8ok!Ov!$pq+&3T2{v5Cwi(9G9_3Rqs>Web;@-0Sh~5xY{#C@EzXLFmz6=0 zuZU>xYd?z@)6?7?OJeY6J)?t0_n_V%0fhum^a2MYXaxTES3%^aUc1rBh*DG)Oq#XE z*K7=R=nwM5lIwp1U9Q9K;0@aAD}SyH(04^#SmtuK)-mwRKhFsjOyI;>4&_&Q7G^K4 z$RjOU_{$JA@<@pOY2RK+;aIM!~`Ctq(NRr2r5pIoK;Zx>tVA?W&vQm zv7Y=W3ATS&`hW56+Ub-U9K<~B6zdrWQq?(@0~makjjP*th>b=~4w%9g72uq2c#5GB z{Q|mUd-L%WKu{bTv>140HwwxK5WauH@RuJVB0>7-*poYer*q(w)umWQX>^}5(f2{O zZ|(RNI9L#W{0aN(M9c=fv&Hr7!9*v{s((?Z+7I2l$gM?aL~StHwf#Xs^v}g(YYpsW zT~j=VJ{v=9LSM|z)XZSp%t^}LtO%|raT2%-Sp9U4IY=NsJv-8>-S82&4fAY$LrUjp(fv{z- zA@;BA=)l;ZJwCP(-6nbcye@e%+@WgsF30DE#@j8C84=J-ZsW@VZ|~Fp+lR0`?vcMg zE-8&&SF>q|*-Pdq_Z1sWu^Ge`X92HOslxeB0e)~j;OF$-JBKy~ru}w5-@d~g^SLjq zP{v}C-ovHx8q*e}6S~#ZfqnMg1k5`<>stBf&wQDJ)A`%h{cFI!Sdb8gyLV~VB-Z(% zaT2nH&G`zDq)-$+I7*;a0^JkDifLR@dt-qpB}dYMbdWOa6OQ-T$)HirwJMag+QU&( z_K)=blMCfDJ;0^Mtuq{%*x1|$Tb5heKc0O{G>7CyH1j*aK}*AQ{#VNLzUAZfgrYe# zgRxgSULSvVJEah2DEhVcocsXm{c(^)UXVM04)Ys3LbmY{uVwFlvjF(2Kf83qa$(KE z%zD45QqTowhwnCV5R6YkS3`rhpeb?SNvOh}*Www1r zlJ5QR%0DvGGl?_v3vhE6e#*Q1*TO$(smt7Gl+LY80L}mO0XF+nf9XYz)*c7eWQEzkF#!2y>@}BFL}}}pD;sT%Iw{eM7~os zR7u?npQmi3De`49kSeQHq52i;s3_x;x!ajtyBm?OT`70ovYNsToF zQBal=niuNeDEqu9iLsAVnvaDMBB>1*`9yf$Z*zE|KaE1i&0TSBEk^f@W(<^Z1jmLg zbPiI9`Vafw&ar9V%QlC51VYVNF%Bau7^&>RZK(;P8;7_2(lMb`cyh-r%ME+3z9j|d zOWZ`0HD!i2*9fEZPwi=xl65HT6O3d-*6qKmrc|Y5FxiQ?^5pk@toggns;_-7a!V2d zeZMchu}km^-$u7yEpo2U?up>E-{aWyu!gd-c5JR5098ib4_`6HFj}I67JOcct@NG`5kx6b&DHopcKTr}+ zMFw=MKHiV+1@%66_C6n5{olg~OB&KvPJT*tS0m>rE(O3PVjbjV^scNMrm&plMFV;2@%!>qk9GiYM?T74rAiXye_dLf0IBoHuc(seG zuJ+#0?aIwF;H6;^9pZtvER8dx_MD#NPBp?+7haz{eFFY#QwL(tke_DN^4}{JjFip6 zS5K)>{d0Uind8-N5tJf>6#|Z|6SIQr9~BVB(ccXLvGBOEq|bb`@#RB_q8h!wn6=`B zS{e_`3{3E0;195Svq_LaF5xxr!MlvDAiO?LwIM#3zG1U8eB}xB)nAyC%Qw%tx&k!>$k^4j zJdOxEDm^;2fQM|O{p?k10mn3pG4N}luArtJsN&z`*Z|vPEIsbwTj<157cg-Gmba9W z)XTO1{cnS|Ew1AtxmirLmcHVLAVd}sy3$RJOl`P!LFFS;uo9k;m&0mhA^g!*y8L-C2xfxS$LsK0qYi;f z@$(m2**TDkKuUKdA!`p|Wj2C~2}Jj(Yk_nA+MkO^?!sp*$0wlxzMrYtl|Y-<%WqLs!#GJ0(QceM0NE5ilvAi<=;0`q{aTk)xN zZB^ktvnZqabm?UeMfN|yaJ6v!@-Xd+&)ikAp$=5DpKo>f zpF-_vM`hVQQspmSpY@sc8t+b{Z00UJG|7F5dn<9I?_t^w*0n!Jn$?XBKJ#@Y@zM=| z*XXwHIxcua9$vcd`$-_*@0UG6*VmuYfqyEb7a36865Y@6dpXkM4m&5Txh~6B7F0!r zrdE0iOKev%oVKTYrSu>p9keL6tN(m0-=p2PK-IuE^<}Qtv9@n0$`>SqY~Mgx0Uypz z9@f+!|0TliN2Fa6adGBp)e-UdJB*h&$k5Gm^=o6=$8nrif<3#Ek^d4N7wGXt&HTPNt-gLykM z2mMo&@%~xNK`o43H0fE*^Kn?HkLgkd>H`o^#VF^NmjQ!dnbEFAU)nufm~Qr3|RIzu1aw0w`C4W|&w0(`4%4MlE3$E4}I3ES$ML*+HR zkU>bn-5_50c`;71;O6(RJkPe?4xg2;yk>mTMF&N9CZh!GPQVYiJAFW|K9M^)$JY>V zgPBoz+zX7OT5+g0G00CWt}}_O0nG_fDOPoawDR~nIta6o`seV?V9(qP9qlji2lp;z zNs=0S6uY3xuSwASAo>I77f}<I(q z(#sD`Dae6gmR#y;ZwXk%vq8@D{0q!=Q^^Q5+VW@g9Kmljl4pR8KVDVNgIZr0M1U)v zCG28VlnF_4TKwjkl94Zc3Hz_0&k6jBGj5Cw#fFQP@G}u)8L>#RPa;&@8O4rVF+Cfc zOYrumt{4_7G)5m*V)`t#}`? zq^CcGgrOos5_YST4=c3ST=NQA_5h}NWnU5m;aCJ|OmrQhA}1E{{Bh#zFB7NJ5FVJ? zwk5MiksN%zS~dUYKmUh~Xz-udfh#`As0$LSJN`D~@Ek0vNst|K1Ccx$9pxiocs9%} zj(@WxDVoJ)^gvp?^;Hg%;4%uv?(Ju?X@XVM{}9?RS8 z6GdR*#;}&gxs*4m3-^MMB$f^hTT)=>?KWMPeBLs9Q@i^n^BXTHPiAAK>kPW;+w1xx zK4#Z~)={}A^=yH68>>MX3f2!8F9Eh3+Dmq}&lM5Db&76c!!ywy6Fzv-P0K^8+e5dG zD55S2Bl?{X{;Mon|8(@0chu4;xT-_U?Jmapnzp)jr-BThTscgTb`K{7>?mN4u%D<)fi9WP$m>7!B42IUG z)a&1ycooQzqGp4_4B_{6L`_uYN21+7n`iX?l01v#RYO*UDcII8JWD;Y&j8-pacLDx zOX9wfM4G{P0oh`y9%^zjOA8+P#HC}cuWcEGur7?z#m5Sex7t^i7Qm5O|jtkUO_jT}%cZvh8H%=9ou%1O?=J6)4*^HAB zzko>>7;kwPcF{%GN^p#Ab=!FMmTKA&J?JOWQ-~8b`;y>==BN9<3A)|iz;5N*qXu65 zcpJ8y`!U;-B@w%gG~P+|m(Y?&7zGec_+e^(&2qc4(-JS>v*|Hdrup-A`d|0^u!3>DJ+mJ2qagfKr*|D$={#L?51 zSk%d6QGuomAa2|&SM%|jCQ{b8U`&Y*sh6%(?^=8kFC2mzyFr{$=-fzp(O*tKP@5_3 zY3!pDNiFEQfaxk~pnpQM#L~KT4bYH5-o~}IX&_$C>c9YISv~uym>H}FNaIjZx`wyU zM`O^XTDfK$5-GJzmf4qEY@)R@L+m6|AOyHefU&y)fsF682AICt_?pwd?=#GzgW^Vm zK3vT@wYkW|Gu@?pS6B*h`SEE6iEc?-FaiJN#m&(BdcgbcHOBiThRNR_AC|?3t2v%( z5aj=XEWwGqKh0c`zh9A?{6z)y9mN)cHx4{dhIa5-!g-3=s-N`By?kTUI3*7bZs$M7&MfP@&Igjb65+&pv{1YQF3bYrEwcadb(O5q0C ztwS9S+CWQ_60pxM-RcO`T8^~op#rewo-l(%yb`d<1IgRF68&bELZ52pf-o-F67mmZ zF-C5yszMqp59PiETJ~_Jm}qr+v))jE#yF2~Np+akK>#!Af?kTFpuLgA5j>aeVh&%{ z#+U%QPoerzIfABvKN#oG+f9rnB&@27;o(PC?Fo3&+9%oi>T5V9?|G~V$re#a@=J#! z;kKb`xt6-tx^XVKHuF9ui=wLTsl73f7Y@RjxLJis&=*`VU8P0(coo4jtcrqdAC)k$!ZrGIr9^@E) z%V5$aB*tNZ2R=PPu77;yO}5nT#RbpZ4qH!x5(}{al$EToE4d*#2Vkbh_W-IV-*;2juCl@@7u?^jR zC!J3dc1`a>*pI7NA(fn!CS+T>2$oKh{Mq#U>kZZ((|lF!3%j>-ZL$QzX08J*dPl-h zN`y7B{U@So2`?Dc6WSX@pKLj+HYd0D2^Ze&1)FsypVSOV^b_m8^%D|on7XJRk~wL9 z`(1ixa&f9nL|)ZlTx2o|jI_{lJAwI}>eK!qw@?+HfM3TT=6S(s zu3I~qND`T*sU5ks>~woYRERu-qk`gco0jB1L36^DOsyA!I_u%amsk{|JtLtfA;w1v z%Bobd`z!xQ&~CU=q|ayQTMOu0nsF|EdbgEyAM`}~b?gN1qG;I2cUPKYM&%T#MuFyJKxGGWN$MkhR29w!UnjjV$rxl!qP+mqY5QgrT(o=>Di-p{^nLIPe_0%A;F zk9AD`M*lz6A>d9YAXMaK=c90ZR0r(XTo6(#auxOE&LKj!m-a<5q&Z}Qyhm(%_=OzW zD++_6&pg548fIi8Q5|Oyk6MjrLG1FrYV54y6OC&2YusQ9^dGYD?oE69Ev_GgVwzXT^?g<`(^Yi&}_-LJT?7QNq0&4FX1P(VLJ4U(f zd^aqdZ7PbMS#CAXXKuS$`}Mn+&J)IvpqvquDr}6czj;Atkw_5X41oEprlT7%hN=YS z>o`~tr02~ajQoX*Y|OXhc)0LIeM>{Mc*&D?EbMnuw@;HvxwE2T&j}wMot`w)7ucdG zvXo1U9?6BFP3? z6XVXfNWxOfHjzereiJaz!TTGqC;rQG2*S0v!&)z_-oU9KoCC=$`(-Y{s`+LDv72&< z`<^%Pvj_PnZNf;`|TP_ts?>!|3_I8jD?@4|=rQa;E(5XXW?=b#Wb+`YPR#Xk` z)XLPBes3LER?Cnm(40v{SxKl6%SPaWjHp;D)#=1xsNyWPA6;?4Ue>wO35d8j|KIr%_`hewenAQL4 zKUDunDC|&lQ4DD=Hpu>Le~4?K&F!IL5MRv8A^fVNF?a_@ zwzgcrS9|mR&PT7UGB}vO+DOzSxBw`ci#$CE^%KE#to!Kc!q_ZUjbf(!2F`-6jkIe? zr(DV}lz~ZQ4mji}@0-^re^6J%8%IUdTx{|1>O@g$+m^s((kC4(QUG)!vvRT-sh+L^&0}*wL{)M%M1J7s8BW>h`{=zc}Px6$E7DfNjk`I=+ z`JnMGJAABCDGAkQ1z9rPY(H#rrW5;!2AHR*J+HoRQlokKlSJnBo4#Ov z`K>@n(?}ks!L&z5?u%Hm;x9)m%aTNBdS_z{K2W&0(zpjKU0=y(hIPh5?o}Z+9*k(U z-dozw#WWi3qK~bomo&9MD6cSCz4h`K?47@L6vVq}Jg@&KF3k(t(`YD^#?ANLyB2Tp z*>8-!_aXdd7vXizoO4mRwe#t(#HLAux+Ic953Osq&jj6o(ogi=m-w@*sEz!cJXSq0 z5OuL<%AOmadu9-IkIz)*hX}gUF{dlfg?O*Ek*m-QdwtQ;^HeeP`wy8yF;4^9yitPLN_*xR{vPz-))@KTZJj~3l3RYN z{w5=?Ozo2gyM1n@&3}@@@ke^Q#w8&XUm72|W{f{S=!&c?rdQR^&aKkV4hXh;<+rjg zHm`rKC{}FtA}uUe4Wnx>1-PY*vHnF4a=_Xy(bkXK>+JmLULnZ-bkqL^2qym%AUJm|cNS5&asbK71uZKC zdqy~;0phc?jS=W^JwaJt+bp1CGkfhq{ji5s5sywpzv-!gqDE;LO(%{mT`9CLWzlig zsDk@Wu6_992&2-VRb|5jB`^i`D9k<#)4C?oeWmCdVYosmp<7%CVqQQd@ zqH%`S^DlK+IgFFmV_r8Se1e7n`*Si9{mhlJ=wA$TkTy*HA1TD{nf;|OkRLITE)h1T z0~)yND1ekGG9nNmlzwhHJTRA5c<|(9yd9@FFU*rfx16SA$$zl^BiMY|Q$pzJH4 A z5msiRuZz2!E5E$Kz?Li8%UpOr-M;(-?c#c}rymDqRzfpslwSB}2{LJvFu7xXOgK8U zxFnbIoP=Dq1AA$|vF+QSBIj2h2ftUGx_#>`3qJVfbM6C9aY#O*-*|A;vMWDbF3RmH zqpAq#dWYUb@8k=fTIhWVHm*;3r`a{*ECzezb=V{5LUH>fQod)RGk06b)Te!EY= zorGif10}NwA@RbCqHwDTK*9s}KH}tS75&v;PW@2n6!}4MDssuRwBWRoui}ToRFqBp zwcjhhwk|d(+TG5@r11F@stft^@mdy6G`#$=K?9%>MX?srM==@8 zO5qu}Ba)`8Y2Win+<7(%B?}(wE$ckoJFjz%lts|WoM&(;8gP?tK5*uN`*&zAgdFm4 z!25R{6)vX<>MS}IerE}!bTDk;K8azMI50DkKN+iTmKbo0O?`^Oh6+8PM6&Ml;)5xn-1srrh?zx8BSaX@ZKLjHJg%ObyqqQ$7Q>%`L zZFCoP1$UGl)T}js=Dp@#n|n?4=5=+aXGBlC7q0jx(!Z=AkB$w!ArJ+Jk! z)JMnA=N{_CxNgfMP$r~`=FH*KK#XEKkC}{p!yX2tcrXniwp667s{ygYLmXtf)_DSZ zW%<4ne8QY5a0_1zE!{G}FYVS;R5j&5?Po>8uMEZmLcf3=s8m};rbEPq!m6Lk8_`x0 z`!8Kc_=L&4qJ!8;Z-6e-@jBC-klEncHJ2)`=sn$&fPd<3or8(J)j}TpMpay&)>Imo zt%!i{CXnVu$X1Wv;MV)=R)7cR|6E)$`kxBo%L_#0{rHQ;6O@rEMC@0v_r5C3Zv}cd zoI?dh3pg1qc4^foTSn@0tUJ8J&Q0l`OUP;l2+h#pf`Df9NI17Y_pRtw$Lwa;#^3V5 z0=^_40>~Xu?{yGmjE&MfOyIOUeA)XUH$7g&&86y17@(-dAsA2_0>o&TsRyun`@?WM zzGRW{i0YC3`Vk|6fd#LreB_7T{6@yYJ+dZ1H+gal)tj5)V?2ST8>w<3-bd?9gRHNW z+Uwy)H~sl&JQ@&fKY^{WR0LjUUw zg>T;Z0>p3~iV02_1*(UX&oaVce&;DH*5j?QroCJeNxCtnU{&89&I?&|Vy<^SXTOYp z;jR{$;_WW2z1UPO!712}<@~7ZrGkAu(dEm27*a`)2UkLWuLIs?cV^KCO$SgU)TtRTY1+at%N&}W zuMq_cPy5dd!HUE$EBI)r=SNYZsbLkGhaoQra7Ev6GlhopvOQXHudj6vDtzbW36;j1 z{8!hO{*qGv&_(rEI}54FBEhXLBphctm%lkt zztV>o7Gt6m)=%m?^>`KE`h9ZR-6Tk#vTfig)V*8`|BXVy!9IfxzS?~747A4IHv2f) z`~jO13I7xZZR3_3npnjau<0GRySp-PpJ_fLq zh`xWs)UV7t{fDIZ9~k31>wh&QC_R49_a8$^13F$~po!2BT}_a{s%m?h2=CL}&Cn2x zT@X+$4u9JnlZ0(>0>kkMeGBIvBxG8o9#W}-`Dttq3Y+fI0ICEIHuNj?`dmuidbN5x z>+lwtqBBfzQ+JEF*%HhOKP)&O`PdA)Z$kfn@br!imHyHGa5g8qrfITmd$L`Vjh$`V zwr%e)nL9VxnrzqI?|;s@pIvWYt?#-%%z7+#!ktTLuZBHMdK698?AF7avLv%(Pp#xz z1+<*3pBMoW2+fb~nM8%IEPr$Dh-e@nfCcb*PVA*CD4$?%qmnG3S+P$0{w6_zi}{0f zw#!q1kS&zbVqs^)IudS#45)G30G@nmq}+X_(B-#5IpxBDiJ<_}Ui~55##nXrx>_5< zOf-bdH)ez>p;=p&*igR9arBi3rO#}sG+=Jm-H|V&^5nNHPdorG^T3F&R5^mY6^V;k z_IZ-)Bgy)vw)5sGC?MdFWZE@H1x%zaDZZej20qTRJ&)W8T8Mpxp)Pgt-?~ZLEKVRV z6c3VkVpX;eC8m0?@{6tnnRQJNUDq{?W>~W|ETtCuTABX7%Eev_(ST77U@tGTDV-uk z8{EX2%PDp~B~qfc59Y%%54<=*{suA%4zt|54;x0xI{P30{$t1Rn7NA4(>q5Z)+1kS z;a?%xpbjrf!E*2AaPqerJ&br}KYImCL2^`&`>T=!iF3<;Q@zD>C41VsQ^#<}UK!01 z{F8dK2Kd*e;z#7-ITo9^UrA=P{F2GZI_pMw*TwrHu^AVPQItAo3hb6JeX%Jj3jxrI zAg$M~Nv|=&+&;G`-)8Cy!U-x;Q;yR&F=V7Bh8;E7?gO386x_~{1W*j8SKN@hqpC7G z9iRNNt;UD957}k)Mv(wT4kF0`&-Y%%kdBUvEuTrNuZ~{=X)&M@o0tId@A`WNBtQv) z1#v_u3(OQUiY*HNm%`YA4dU2n6Mg*eKb=qqbAnwzB=+;xkbH@<8baea?pkpSt?D_) z@@!dU;J`>5MH^(o@1qxKa{KbYy#yct9tX6HQ!8<( z_IFN`!tIG1DD6{vUlu+~lS}7zh#uNgi*e~Q+{&9xzPs%)JWrkGRBhcLtcx=jkygKi#b{A^XI`fnYN4|TU0htuOVHJ0dM`7s z_0~?#KqV58hHpwT>$13Mm9ScVRURN?l*sR9s4Y(HsY@Not7|fs2x;&-&V3fD>rpqE z)!!K%J+1NBWWlQY*Q9aht5N)O2R1t@qJQAlJFfE2?*h6o-a|ZlxAU;OoF=<|$!QE+ z%C~FHo2B}ANu_ikIUHe z>Qm3+(|h#-WkL@T9rFgP7wYwh+iB%gQSH8<^+V)^kDjKJIA5tEn{W9{;8uVAh?4wE zZXEQ@k@@dhuN{aj{+#aJpZP^3(#MH5$!|}9G@8)WENsM_O`(^8w>Q>C+Rp>sOq?D5tu^*Lk_nQ zarJz{vsxNb9O7avjGjnm&xmvvvu(D;_ejK)3*c@a!VxE> zA*2A;r)>l9VHSH!;AkB1G4RC(4DruR3@2=6yuLN~MtS@lNCw1wm}8FcxLMi^TK@(s zT%Mzn@+CL0Em&!Lyy7kTsd!!B)f#A`atzRjGzZRt_=r6Vd_Y~7M+i(1kp44J4-}T z$3?uSUnEZJqD^S5UDsX#@(fNvmLO}++hCsE2qkvyB}NJM2KascYP~{Yo6%dxw21FG zm91#}6^ES2A+O?LhAJI>Uo$S$fO2Z72Z<>W0W>2pJPuuVuFp7n2Zw^6l-TRuO09yg zxdS7omwBJs&%nP_rz~~JCZ+w{b4r+hL-RU=%(o1S93`(yPHiNp;y%Sr>b(+WXSmx> zBUdN3Ctyg?8c95-KxpOyTHY1gxgSXjUgFdVJwRQ zg%iSK=8ZYdxE1HOBiB!|lfJrkN6nsle}T(-f4ov|^?8q|1)UUr6$#cePV4M-?_S+P zeQybhX}DRB4*0z8j@^R?dpk219I*F$U8}Pj*8A_;f7|~*tbiK&1>*qv*s;E_el6IJ z`?&8EZBS>qA843wsrpj0g~x$2a}~0454Qc)4c1UTqVDH~0{w6mUk&@GIhv@@yR1#D zU;~-z2b_`-J0cCMW@s8@JOXTB9+GK~7oJskHMvbRrGhXHHQ%~bEt_^h-qMJx5q2H1 z#9=G|30@C)Lt=)@1wO6cC)AMY)*vIO)KL>qdu(=Lbbn?uj;N$e4ad7*{jc@ry^-iA zi0mc9_K*u|s(yprm8jbgS68_lVk~n)S6D1`z<6stJuk8CBC^G5BxLlYWQLZ;5)p}W z%(w0o7Ap`LNo)@?inCfF_DY~WeechDCJx%sUoeYW4P>8Fv=^r(VrQap3kdI%7>vt* zr(lfTv?nGE{?AuhJ8R;ziXEqaHAcNo^~5g`qA|By{@@_Q=u&@hARX1it>H86@a=%0 zlQm7Q1@xZ=m%_lzKDa0aKp23f?pR#7B;U(d(Y5(M`8(+@bvI6F*6=UgT7WxcdvuOq zw`Rq+@~bNN2fVd*I4v*lcFDVFiz2V-roiw!Hq$Lksd?ZD{S_QM79*b;d7N(P;9Iul zslf>a|7*Xasnq=9gt0tdAR{5vW%WO~A$MJ42DSU8ogUE{jiSe6Ddss8VCXUPC|)|e zRoxPP>Z93W6OyBTj8HPRzn-!(u_TZCPStgRNXs07qOY4AW&N=e=ar^4bj*^B70uQ1 zGw0!sRc`T_u>(bRD`wUJ;g?W!q~UPoRmHB)1L<#e{!L}s%d!4OXBq{n>&_^8x;|^C%zW5D-O6%t{EQi8xys$A1 zldfMD_INb7HXg5n#9Xlfj`G_c$UKgkSzb3p`N^(P!?bm5AXVL?OtZjQM%+}Q*6)qD zieyIO3}wH@?&wKBA6Z;0y>BPN?YWqwiPU#|GrY3P*lUN#FG?DMBzDLQpd#y18^_y# zgzsc|le)@uE6jfzPO_%C10@ev(8qalfC!mAU+Nu& zyl}b5ZdDFo4$P_*&;6BNN~Y499?V6_8~^g;cAc*cu#Q=J$yUEXef;z50PUPn>l-zo z$zU+mDW~g*-v&@)ub}N#{_BIrZ$ZmRPf+oFlII+&tzCqSf`s8o=_~})uv&|bkBMQ} z3^(rHhyR$uBKI8j8~1+mCwt{Oh&wLg=wpF@i+ZA?`!xldO67`7E<$XjpsYMRnG|Hc zWMteo9N>4$5a;dk{C?@@7iRzEQ2JURf}$N*$N!!CSLbVO*!rim6Xt|*76vj#Jq1oe z?pEXq!&neb@3oQ`2qRt=F8sW=-}_4yV3~YE9A%)x{4>8BvYzR9kqE;=h!Xtm2>zn8K3xZ;0`K)MYwW@+Bfu|^zb|A&nZ-W z(s3o`J0EI2EW+`L3>q=dYfGUoGn`bPqmQ8OB~ConPRm)jO9Jdau+f^JE)8nLJ}sl= zWYq2nRO$SD{y2eY@{1p+?ofGii+6T}y&9O+ywHY9nVKopujPDOr(0OMm16#qxMsKe z3K$da#(oU_lCZ>7q_o!(ff}R~DRWgqs1psh%nW6(Q1RPe9mu)3pd)P!V>VK15_HqJ z`O`O#pWAK9;MMnOdr49{U^d}Ojf z#%;7O(8lcP`}7Z0;_MDK_GPW@hN$S*up+PiO0rXg-mu*xk=Nv^7g($?;6vzE#BU)- zz;}XavN0vR8DF0cai;?~pP%btB*;@BQ}4g4p-9!obr^SisI^khD06?(;3Kpg6o`p4 zfm!)5K}dtguIUDA7I;bD3a!h~0HvBXmu2VL&%Dm~Q+}vyLbvMZt63MD$c#(TRfYpa zD&CWEmUy^`NpOwf;Pf~x_Y2QT7%4#7)~Sy%(i97w66B490N7*sH}HY4w}rs{j}9i> zl8+cB5yTdr824jyA>LHil#gxj?5w4~xWImDtx2+SEa=S0EzM@>k-Fr51CDv1<<@)! zb`s``IQz2N^Aj^c5|>^08tBq#iQ*%iv6SIMIk1&B8^mlaZR#n-Kg941N@;nSD)RVC zF)QDU?>_HS+5{Z=K7Kb3cA}G$FhSNRF3mh;iK*pLjV0*EXi=1(c%P6_64RdjVECAD zhO>CR!h~K=L3j@BUlTazS)Q9kW%W+q31{9Y8hOH{|KTaYta6Yy;R_Yl%$3y*wckO7 zJRo|3H!q7FPB^rVai5LwFt9?|8YUrp(`frE5RaX>IV_Fj!u>a1**s$R%S2_+1C+fc zU;KI1W1~Smi-U2FDcX<65pLgy2?HJP5`11I7>O=s%4crDs`ZBHAnSdPTo7>T%cnAq zG%ld;C7rqwgBb2}+^H~tUu&6by-Mi18r*CNkpp8cRibKr_i<8{*&0=7RaeuIx*=EoCjQc6Hz z^Uho!hzs3qekk${KJqOfXnLW!2T?ery-)MNFWqM!GRkB;)rJZ7#KD@w{*m=~G;9K^ z4@5B!dHLS{wOONj@{D8`wY~B{5m-D=1^$pDA-E!U#vb)pgQoC&YIX`=rQIz36wpEb zs#g@G$(P9aOO?5hsvkQnrtaXqlU-v1$HKZ@wM{RCMbs@AXiW!NQ;@IJ#-cp3q(7g& zr97#ILqIzv5?lTeR{SEI+h|W5_>WGWq3KBFh3yW>eYnIN+YZk$Qx}ohdF05RqUVq= zPdCdh)sX8-5e)R`jtHs1hV$~Cf(M9E2}eY`tFX(X!Gt%6zG@`iyg7!xJrd=3-Dg6^ z8}8uo?Kj`F|JwZSZ74(Z+L%dDm(Lk~Go}J2^X(b&Qel&dk0ZHr{gdsey5I>*aU6$T z{(DZIcTIJH>dO!yDh|i60?aJ7<{bFB+UTh$6RZrA)>wxX>#+{$KoWLU+|KUdaqae@ z7WbP*l)ESX)t||#p(NemB4OrUlen^5M0@_dc*&c3Z^1B{FZS`)ZEjx7H-v zqbUUyGzQz5+Ce{ZZ< zNo2`t`k|H4>CV*waGtdK{f>p`g%>)D8YY7N@^zATDv0{LLh|aRcV;mk$ z0|J~$UOffn9C@x?$c1oTijERy7yS$xe~Z!`))`| zsh^*5_eaYA3tREM&D!$*KLUcW@PB~>F!hgYTB;cZ*2xttFNARj7c^gRDT6*@@X`HT z@1H0To}Zp(5o_~AfZVJ3EAVYcBti}_Znla-rLB~(2^cfCtHKw>Ku@i<*Q}rv|2rXs z4^{>=A<}%cNaI#DKB39&qD`-qMxh!zv{`Vpmkygv5_NyaDd7-58_q@nQq)&y$U&ow zK19$jsu!zmR#ZP75?p*$QTDF4TA`?dBPicx`<`Ckq#2hQYs7bI2kAr22GX9eBSj%T z*@c;+7mxJ0czezTSq3rrn&N~A7s#BY&2y%lw1%&abikf0)Ni-k`5sw*(WUypZ@l*8 zz(yhrT8be7jh8ow&IIr9$QVds7?e#RYCXV#aQFl8W9SVaCqy<3(ZA}hCnp*LGsaeL zAwR;W@eMAofUmW|{V5C7;Mf<7emWKT*%|h2Q5j`{ zKd+?F=&Vs9rbsepD*gM+rx7gib$;GaRX-Zfr=n?iDu>|Qth{;ZtHuL#&ajSWVt#L` zgh;Zv+7Lt1vV9!$6*J6NF+EpmKOJZPhR*#r@u8Wgwt*M!Ep7n@mOy;&rHdSwaV_a* z9{<#z0Yx_1RP*n$5^^aS~-o!s=VBkva=0o^I%I__4K88g*S`3|%eP zcPz@?xa`iGcBWD*VvX&~lMc}V#?kw6`veCyAE8@bd8p%FIk4n)|C+4NxXJY{Dgd@p zMysKvP)FPpz8vRiZPq*tK%#FueeH}WJ8>dE>}3WJ9+-FW*q@lMp=|-JZT#9YU9@9k zuYbW?U?P{7k7-fA1E~zOx}}!o;UhagK~It)l+s+!GODGongYEXAFi%iX;G9GUP#d> zP$t@7RUM1(Vr$2e!~uR4`^FRg`5>fG#zSYRfETq;3mDDYBtk zIX#XUMf)y4qEc2#SuN$jPM2J2Y-`d06-2!-0hq$2APN6S(R>Mfx!JrYkGM7$?;U=9U*Z|12UYXCSOQcW#TW9)yfb z_h4@rX#es({*tjD7oWf1$>x|I@w^V_SPB(v06&TP@s8Pyn#X_yvipv6oY_DqVDEPU zTnW=8`%FJr{-HM0$eVnf?I7+PujLMV%4bXhBNqqs)1CHWz3Da5#H9@5zoG1o8gu}E z(Yx-Y{w!s=#Z*t^tOSVO5?8}AFEfm5h3Uf_}Y&tE-!(}hiKmH*U=Ld*M&a}a)g|i6HS^MA~!(yA< zL_t=eQ7%F3@*W#`fC%*_^_(c&&4Pf9u<>ShzIw3`25&LE#aI6Zn|U}T`$_Obi+Btz6kA()H;3Fdo;0y`uedt^{%Fb-Y+FlJHtu2$Ezv1?j@tE| ze{0wR6RW7=yNzm|uEmRKUKHrx%IE@ZF;2P>u0#6Hn&VgI4!TIsbp~hTQXSphv|a9s z(XWQc6Xgin9%X*Rw9DO(2d%uR4>&ct(@q`ejZG-@=iuyr2xnvqSPYur-zXGr7Itw@;F^PeB+*M+rA(rhql@;Z4G zdE_a;2U1!c$HY#GzBvhCJhjD~=^*Qj zQ70=i`G6xN(Jg5VrGzk zxtX^`UjIKWz|Hs`aQ?e_vDP6wKV&1Q0xRafW&{lxhiKy`LUPd!>)K^@8{Hra5ZUH3ALkXqlIiBXW}E6lp2)yHWjA9A zEONV!b!25aQi|M*^Nt9%Ax~h>Uk+Nu2@_qpyeM#nklz96%T&6wcdN=h^^v?+mi{@E zXv8PaSzsKQ0|{Ob-G>88#v_SjnWEQ9dz#)ceVEZ?7PNdXkCCBI2JfOYInF>U6eC06 zk!bF$Yp1{?OY{=B7i*4h!O=g~=YgG;Hl+a2(Wn8eI+c>)`JzTqei#kTjHu7eYUlQl z0{tIc#3z|cOZ7>9&(Sp+Z!`DjU)zLTfwCr$`l4g-Hp^tU+SWcPY?vZPh|n6}g=Oe5 z?g)L=;sKxhB4)fJ{t`DzgjLyw}rF6G`@=_Zgzcf$JkST(oH~k z!|WMzi%w&m;%a5No)r|!DukV9e-vSqpNV>;-KUfpja~_}65A4>yn!XvZ;NLU0{h(@ z1tqVit5TxWl z|Mh0Il^MTFKFFfe-Y7kj>M2hUdob-3%<>8_gpJbi+BEs?+~-DtWx6)=V2#?-YoYP1 zYV&#?SIy5p(#{|5>7raRT>ZU47P(o$rpXZ9HT z=ipml7y|eM)J}hQ1{E~PL}c_uP|;c_<-md~`Cl=?q1RIq3Mf344ZQb_IMOk~Ckstu zpQRo`3r*-jF;TuMEo%!f)x8ZtKd2kF54*v7!^VA);P)U+6|*(lk8!cR4?P z96+3nEI2!0KDia<-zg0#RD=^4AQX@wM6~dH$BdW{IbNlG8>>P#HBj%_RI%9UiRi*8 z&^<$nMjAU)Nz9`X0CBHa!{_u9R$0HSkpYWR*&NZ5c+gV}8AZWgawNlehChqG533iS z0nC4U3<43rS7fhutqLYN^Uk zc_W-x0q?s{6DnPPoe!5a!9_09d)s0E1(*)=+Da3_rp|mkBd5sq z)CLwDxTS3+y(IWB63cX$o4s17{(Y{-Ez+!kbydZ(#poRAtu^wU=06pAT}(96K-mnd zso$kBE^Y`IZ(<-W6e>;9{B3yUMCw$2sxJ)ca$y9v5+s4m)lb*Y;c*jlk@FGaBq{UVvl;5tek9ue$g+$fwdhaUYK$?x3H-A3_NDtNJny zP==vm;LUFj%pC`9W;Rq{#T2<`U-YuU8CLjcKkO)m?(1WF>5T6+l(H?e9OSC0oh$8U zcemwX)+&wSP)D8Vlzch-w;iKXev2iyv(?e|)F>Fy!^3uFMB+{rduLtO-0)y6t}C%2 z!y;cSRdsvREqN>gKAw6KwP?OAr_)NlAQ5Xs{<3d|ba0?5pT*!9o|W-c%YY`mj1X|g ztuHtZWRxyqS|Y)Iq& zf4G1GQK@zofOEq=r=RA+cOn&CuxFGKBW>KJWF;$3-pl-=eeug_xC&_f^W0HETXR^m zU_D5Ep<)Li$4_$f;4RdIiJmV?CTybVmxPuKa zDsXA{f~I`RCeDRhT09;l6GYLo*@AGsg6KX1_l0~T&0AsY@hkK?QhfzSwq5r(Mx}8D zp>0|iV~)rdHCCcjxEvP;z#B2s(9_f^7SG>xH)FvenskWuK;l}fewW^Cr=D%Rgg>(-yn{}ze)H*) zG%q_L3ZLVU^7MalBT~sxvqA#4T;mnUNw4u>L!B(B5IWXTAH)2Rg6SEU=rRj%0NaS? z2NsU^g~Bi+n_vj|yXSTXJX+#v*vfui%yymr&G*UX>5-Zi{jD)j4W;{SiWyT8-6>`} zH3){(!oONVmQ>IvPmRpGR zG4ASofM1v3m+@vyyiW_hQdQl;G~CC9a+glE&%a)$mkjT6lut;6#GN8%|GhdijDmArFd1U2aPO=%$@VcEX_jQPsuG8~zGf_gqJ&9#wWbqH@bY-PmD z{Pl+w`n2^#&n%#g+ir7D2!GdOO?FTS_s{%_-P~^U`+yqH25iN|kzFVN>6*|0Bsb%a zN=4Bs?Ba6mmuor@;Ew=1AW%=1BN7;`cW4{|gGlQ>@RS{$m7ts&%CU zKA>b~IAmw>gaSM857EEVRplcw>8ikgc3sH}d*lRh#$kk)IbgOPWTW`iLOz6nqmuiJ zZM$xa-8#_p`j=|{>WczXAbJ*R&+++->g4em3V%-O2C)Pl&RAWw1xRTmnVGYu0&B&7 zv7trCZ3&8p=wKN^7^c$GjGnJ$lIk1b@v#`yf1hBPV$uEFTsoU5#gu*d721CgL#0RP2XG}CSaj)l9K+(Aq(w!LF`)EVtTPLOkZBt!e&#2qZVJoVJi-LYCAy_{!c@E!vX2;cO?ar3|7Wh14hF|<;- z``N7pwx9CH{^%*`b7aU8X%BH{OKEadm%-uCD_#jth{8vxd!t$ZC{YWHZY_C_aU1P) zmiznPas-R~d5BBaJ8n5hTpGFAquhJ8E7?AoG@h*G?T-swYj$-hU$n@9D5B-QQ7cO*)Y8OWR-`#^gR%NIoI;OV* zpF@cH6+WB`($ZtWJ%gttVFW5yy^~2VuV8XcCHK_zO6oclYxPR zfMlk+;C+X|B?<1~lT)<|-$qk#?Jj8$(Tb@+opm3QkXiMT631!D&r93Jnr`bDd!N6^ zJ7G1fdA8NRJ{U**SN!APux|>prhTwYoVN%xAm`F)CK#NT$El}CYXbA?Jwvn1$*Z|!TBc-QI9ayhcS-(G@Qhoof7MIxyyTF zd$^Cxa-jBM#B~x{728D*8~dx7?!dvm)L(1!m2oAr{oP$1Wmpe0-u^=5`p+iXx^!<;;%o$!3`=9pTjeoyiP@rp$y|i?m2#<0_Q1dh>CR zcAHnyPvQuAbnEFxzgGyQT<3&;KwbTN%rAI2kPBGVQIkCAEKGsLy-RZP@aCU2*YunB zkMfCA#^LBlyD@(l_q@j(vbR;q`J|!6_?dCRAuy*n(${BW9%2BWD2Qmg_-xBIr!f>R zx!Lrw%x)<#Gg4_?{8&zOQDHn-=J!W)X(IR0^qSo34|G246Ih>t;Wi25Px6m`k~eT- z99n9>0c6hgt53J~ii@ugFtDe7RNt!=J*mI)nLgAev}fPxQ|p{9TH+Unb^V;#+2c&7I3FW zBh8;%qCYmW`OA>2l`obRS1YP#XQ9HIq@t0zVVKha7Yo!^cO4W0#P{4;ARFEuv~Sx^661pB4h=3wT#GIjGKKV=Os!ejjZ4WF4+fQ{c-PN7b#{2uD4%VdZAa$Xs-djg88|xU0F1 z9MB}G%<;CW1{0$y&G0?k3{_+&@J^^G{Nnh&k=b84$% z$z(Ow6lDguwhIm#&UM*x&WXobHRD}3yz!u$a?IV59>2PtnaXc)3UjR^p^vfpC?rk_ z_+*yep8_up_Xn)P$o6M`b(n=WvRed}CX3fLLB1_!Q~tDk`SWpq0ml?g^Jtm;-z1Ct zbRV*{DvRB;7Gd@$79VpMuW_N$P40%WSO?0uO%d9bUMuz9QKYyJ=(+r>ba?cxIAO5Etv3Y4_4>hyWRN`qz=GqX`Al&ke0@28(rK8 z2dAmW zdym-{47H0Kyh|(uSM>VtL1$`aJ`mioWxl-IMJAl%+-1m5LV}ra*6#{URDw1NZ;`jY zcBk2Qy1s5gGH(z0qMK=V@&}X)FQmOVzF4`%!Sg2d_brv|#o0gi6et1B0|>121Ud4C zc&8zw(1!j~yU^MN;jgpAw76k=)cW^?Oh{lOd^+#|z{uVmLaDU=?7`j~KmGM=5U$r9 zyXnrA9SgaJ#~Oya={t6sR19TyzD#fYEx2O zsm~D~iGy-HL8BiecOeYiqlw>$Xo#I*y;*YxkFhV}w`k06N<70KU#$9m)X6#If15K~1<@V1Zd0prxu#R%Dw!f;g?pA;?3U~QJ zW8_}7m$08&iJa4pE zItbQPwVlJJc;Dmq`Kw@2|LL}}0;#pt6kCC!*?&S@PNtKlSImyO&I1Q%Yg`;Ustv@k7oGS5kZH8%~V^s%W)1j zp3~Mb2ZOiIU2NTu6KFZNV7ZifhR@zy7?ecY;_xi>0ifaREWGin7@ItKyPkg1JDSWI z8I;TpeaickrfPG|np;!aa)|gnjQkbjkT$}yRLWv>$D9B+B1M9YU{f&hlpr(EP&!P8 z{cf1#i6L_!etZg@nSjBtIS=ZiPvNux`-N5L#lN!?Gke~edx%zBdq~={K$v+auDLuzIwaah3M|}V<?coKjqV7sDO4gLDLu{G@ zMNpTunpUKZlVND&uenKRCmxJK+u~z}ar+t$Qv{Hw7OAIEqzjnP|DJ?a#?;p1jqmpdVt zlD5@neXEa02{(`%Y3gy;BV)Nd4gXn&lEVet`iH8)h~Bd zX=dVYTy0EN{eb4OR3%&+;&meJcpbixA?a-NpCbV_6s1b6HA}OCl zbJjGequ660)hDU#EK)|;RO86#-rb}m8I|$8hDQ1|ZJ3H&M|WL6ktpgA3M7jeGgqsQ z^m_1l(!hNRqeMOe?2HJ0F#A3<<@vaB{T>h^15|y`m42Ui-x)3sWOTP2CgD!`w{S(|4Xp$PWe$-Pb zMp*WRL(!L_xY(A?p2{{}uJ-)pp&7*7z2*tG{D+$|DHV`1timi+1N@*Y-SHA!gbII& zlL2Svx#QpqXJtq>p&%7bw0;XiTI2ZCvm)h|0r5rc3_9Pda<4pj2=!4oFfE4@Jrt zKjhX`C&71?@Q~hg{Hc}LnN#=LS@y2f{*EQ21Y7kZN1T!o?0iyC6#CKP$0nphE-U+Z zLC&L>=?e$XkLFJY5KHFi!RaGwX;y~nS=!w6{d6C-<3Hl7vp6yuW-wg!%j4H>8SpCb z1g{@4g{=^~Pu0X8!kw!9cs`%U=DS-vzRbQM*#x_f4ho__EZ>^Pd(71t(Vk3!&AvSB ztNJ3o(&Oj%T0sw~3H5=tY*CR4Cfn*43RAIl9C;5_w-?6|WI6UVd99c5ddp4=IC7?b zL1j->+xffami0K2RFFM1qYl6}2gkkn4t1K#bI1=urfTDWSmwYj9sE0$+#fMFe~A8E z!Mk&V`!hsYaKF0HsWBdCz>uk`%RbCu-u}4U3Gv|6@Rb55jL~~)t|)vSG+t8 zURUJxybIP0C}J6|xtDyyPTAyy#N77GAI$#LnE`W-P2Q-c&52R91Hefw@RG)g6$7v- z>A@C52^Z+M^G4n46V`PSB&KP@vVAg7RcK|B70{Skw=T25-CMwI1{wR<4qfPvz!xA{Zx z(%w>ma$%UtESly%#FEcHZ8Eo-F$o%!=U`U3g8uyJkQ+{Z4ccj@cq#t#Wo;iL(wg4r+EL2W!}+nNoZLuh zI!m;bV@~C4^mJ#%ypNPs7A|_)_H(9W&7w?RV~*o-m)JfA@3p%BRR|EqrjzC)(b)2@?^IU@ZOgPQ&Yc( zP^od4L4wlKr0_C$75sst8Cr4d?O0IL1On!C%qG1^Y%>oq>jrLQU^pXxaSpfG25np=*gXb@|zw z8=U?+n(+jr;gBd@q=8hP-<1BY0a-0@c}pl%g1Afg zOl2&7ve8IDs|UX>ALMioG=-_!v9Q(|$?9Q!uGz`K*Shw$??L?SVDmVtk02_*(*eY! z@*#;gguh5@yoI+vJypceO0w1!*N^NA8Q$YSXsA=;7A14nJDQBdoYTH~uiUnBW>{M_ zLe01G=BTAVYPoW=>uHx`om;xh!WgWNc@zJMUo123swZfWpb_H$qrstG^ZW-sO@8@9 zof5gh81=5g3hv`a7=$~*WOFF|v26(880^Ynq^k~$WRtCC&%_tIGpU9ah}IEy%34qJ zNl0dX%la8J%Eox1#;+!zk=6#>qg7#hbz!DFp;aU{cqO7(vwb{YQ`1;#$X-|2ao!}# z>9Q$0Kl6&*4;u-_h1te{jVzcz5mK=q$ry<*)_4}9qm4#s0qH043h}}NpA-K#NzR;Y6iqqsNc-2{nf*O0io@v!ncRBvlQZ?EP7+yB0$oZi^$D0g2|2Hw{)E%b>{Jj;p2VuSMA z_-Bfl#KYME1F1b8hK-xbdKQ2qx+hd$WVsvh{>|Y9Y8oJJr9&0RHYdIC;#rzp9r?m| z;G;qJHx~Rfy9-y$EJyZ}y((y9ttq~7jl?Q350-7;YB;?Xyva^4nx&#Sq#<}%fj#UD zrrzh+%FMKt2dlMvSp%<&kG5T05~s(|t9RuzLS8h8EBmiHL692WRLYcvH?Fc?MXpd+k>sM3R>X!kGig?PH6s^*<6}Yv zqdRmXG0nQN^GXvDO)<5e!%ln57Sb9GW{%V;xe7jt^JKZ3Kt6_WdRK5@JM@0TfB(ie z*Rjjjnm9b?%DS7JjUM@bS^#MIS;L95)DUwud2}y=9;)xObTh(Ygd49Vc(`j~do_1_qzf87DfaAWMmv&MLyHB7{B93k_k)2z(z$t(}m`qb4Q>z#&<-yF`y zwUn_lNseUJK7>uC5v1x7R4EuLt0`C{Yb$E>TT=h4zdc+|U6Du1Qqx#uMo$t-lyi8wV`*jR19Jp>2N0yl^M>OvqVRG2eN^gkqA8 zv?>Ux3nFJcSJR4RM~-56?NzUu1Ri$lt@cTbD&4bv%TT^?D?v#@oyEYhvuAD?r^d`a z-=Fpm0c=J|es}G~5j>3)d6t9KG`RjK@BfCN ztu3YpsME~Pn$RcOJ+zQb-`fiVOHGVM5pmPa`zm9VUjal4$!%rbT5gyM+FT5prZ8F6 zk%d`SY4~`zF$~}86yKCzN)$PS^Ss8!nXGn8RU%dtEV?#2FbZ4n+Z24ZT)G}ez z6_dxkvvPlhdV+k}zo-KuRFPI-3)MEaJY_Km zpAKWi;@x%3Z5QTIS38~RRmVL;Ue|Qnv7XGF+ z<2Rx<37$Ty#DqYIgFI(Mc?pzjZ!ZNxmu@7?cbqG$+h&B?kL^vb*@MV66ZI_0xh7u- zG3nn&EncAM0>MSXX3M74g`-s;;Qjt9@+rD!ewaN93mVk{(_HK4(I^! zPGYz(0iLe;Hqqo2$1o2fk!JHR)BXRCrn3xdBiy<+kP@V5TU=X;yL)h_NQ=9>OK~d{ zCs5p-;_mJQ4^rHMySsm!_k8EiTi{Tj=!2AZ$ z7>j31=`&pP>g5cMoZ|}0Ks@-YV~oFUtu|#M*9zmRS>FB#F2ZToywj6#tEG!0Sl%qV zWaZ1i4cXTlO$#W~`b@i)F@8q+sb9EgOM7Y!t!eY2>%y7e8c&yNr#8O)_R^6aW>f!c zSNioFMZ2JZ`{A97k5fWbW%C4icWF2FLsr^)E9+Sx>lv3?Ral9q4u!^VBISx~1$XK2 za_6-`5q?g*^6%osfNHAx4v%~-8hT@9QWEytKR8O9Dyn!snf%T?!?Zf9ZKK=~QwG85aDe=U`t~ zEN1wuXQuB_mZwj)#Cd>2*Q=mo(XA|^&hIxe(a5_-2#)(#rqz z+~?0oVPRoPI!s3SjB7fdrIli>I>u*nJX$qTfQ8re$sf4qXzGQpXhZUos zABv5ghAou7R+4{eF6?akwyZu7YRb>>^v=rnzT#uo9E-`JcSAU;5q#>DnGket%0Hty zeC+H8h7;$PeS)Cb6UGo4$Pb`{my^z>6=*v$iRE5VCpFAt}(6}4=% z^2C2}*LIia+#sEne*E(v#64lHtm|eghw}2_y80cLPP_|MwOr%%`^{<{vK{a(@;hVl zO+pA<4?MIh#zpo4HFCxvn-#c9irLmrFkX3YHTi{cdui;}+HZ2bfZ&?3sOJkk-)@9o zqnuCC;ilU&r`ky<9Fgc%TXc_?;zH=YjkQ7V{NS6DSH$my~^Mouvos*I7vrWws zj<6*MiF&j{=B_X6pUM92{{Gqp{E;bYsTHvdr!gN(8Oq%<7$N$E33N8yHRL>(@s~Yd zPbxy%pa@_b+p=ByQ4Ocy`aYRGW7ic;A_2Zo2NFinP?$&Je{fISKOQmPSRFLfqG&xKob5k?U2!|7C+06h%ew z&(*QUEJ*MlOilJN&LAVaipKuFg0wx|URCT5;M95JS%CFOfg?u(uT&BYdld zj`EYEn`+T{tf*6xqhs4vjw>{i714OZ73UKu5gblQ(XEbE-5RBb?$$n4E=u%zCQE)M zbPp}5IBW-&?Kblsv~Ccfi?x9{zLa;i=(lWmqg#0SwsKh%0kkH5jsF{(>d&>IuE-|Z zSQzgSL8sYE89a*MJ6)(Gxk~A^gcZNYXA{(0m(8R$$e9n1UcY(yevCLKnVj-Rre(#Ej@f7-ZR&DZ&RM73--Gf6jTxjS z9lMs#uLahfsiF)T95+I7UMH`=fG~UmU@b7lbLptJSX3vSm~d29DNo$5O5MD&*7~ZK z6M66Dmt-oc^ilN#3mJb{ zcwCD`Eqvqpv$l`CGIAWdBLpoQZ9|F5qo(p*mV4<9|nWQS>R9^5L ze@yPgWo1uGHdAjRS2l}HpA0^=$|KG=RNl})%q-4})jw=I$qr-vn_#)x^5=9zhou#C zp8><%_M0kOnRKE|mu`MaPFEnn2RrU7X3M5qCPM!8h9g1%RP}(yJ^&ozOEStT;c!A3I<}%>F&~o!{ z=2;?v5Mc41_IOeRLVk*F@w>!&*!OH;cpL8AAzDpGkJZ1oJ=yGF+3XF10Rerj_0}FnJDCNWU+$PA^qW}VahF+=l zf=q%1VqUWA!?^W*1~Q$v0tog)?2Cj^bT>xP-neI@N;~)# z(5o_y)l!2PIFtfaMe7)QIqH27fPz>7a^AJHDNV83%CF!;T18axGgB#eaW|vPrLX$d zenq6C`#yQ;QnTeBKbekK_OA#Ixu8>bHoE~qhSsIW{buT!DoyiBz4tCY@jH!PDrTQo zCj#OHvVW>z#9;`b6W!P2<-(xCS8%#x+Bh4H(JS-Gw5Wr%N zcA`2v*^241@)-(^x95RhN1VJ~9y|QFVz^Gdf(7PGdcBrQ38Fn-Z=Sa~!=siSrwubZ zwJE+3@FXGO{=jFMXLZ0oGXtidChsy77V)rVB9Rs}1yX@Xk-&ojl{RM3uzAO>c$W2) zwW8^aluAAVetYvn^-`q?@*6BT+L4Zq!aPj09n=;(3c$%Agf~P0C{v4^%?N5-rW!QAs z7LI(*MdQpN6XMYlAhc#dHn|-UCW!bwg>)vH4fbI4AZX{FOEm5^v^0x2Bc*DlwAgv7 z?;4+gR>gNYs-K0IR~6)4V=|xNX4U1`3BY-hAdG(^x|au;XV#exwNtq)nUX&4s(YTA z_tIafc|>LrU=_0u8(X?(UDz`9PBCB8uXJ@BH}_$L-MQSwwKvay)#y?K~Zjl2-_zWnY<5_ z!)X9_A?ne@`&}AW$7_}-H`nLnTB6Kpe{zzX=NNrkcC=pv>=z)b5RNFH=s)ME!qg({ zbWM#PdWnB!dKK@M9xqfQiv{L+@}0lIL|trJ1U8Z0rv$rJg}st!iI#O!tM{pe)Z3g6 zlizNllO|1g=Ui@e-`BB;B(^O7`YLTtHJn^wdJ9j^zR)-S!<^SEkJ59ejquNWCgD-@ zj&uBP%_te_tS~vP?@Can?S)v?1`Rat%)HTS6|o7u15$U#S;N#fDp2R4w;G+KQ8WIu z70cn+v=Sh_IBLK+m0I6XB~R#gDht~iAt`IGK2l9enw&aj_lt25zN0j3E)$xm0Xj*$L4Coekpn!-&#l~ zBA63j2R~Z(E||mZ>fP1_5NMbZmw9N!XQo7r3?7ww^M^)!j=Q6~93Lglc5ko1DJ|hh zWqPa`)>r$>?C*k%&YV|yY03J@T0?cjWXp>ONtGXzrSW9BBGr;0F!(+z>>GUW4Rsi4JfuSWSFLOo?}-&`&Qsg{gP8Sa496d67}G!3*rDous37 zoc><1N&3^mH8MKGtB?NULeN59%Nx&Nna{r*tWz*uQb`;)JS|@RQQ$+~u%~syX)d7J zuZqqyva4O|AjZ##S-Er2a%DAY0+DA|Jr@ryT6V8S67kjw@fYfcuRfOJRtuN$hkGou zN4gco07v;S##ht$#T^rKGrC_KKXzQ9bOw);RxY#KnM{+PN&ZnO9(kr-=m62T1keM= zY%?d$Go#R`zm>V|f_TM!lZuVCkIbD*QtOycTkz@Ni`s!ILbrK4bOurU0 zyZf=H2f86J$z8J|7%7GR;Y~pMFWfoXMahxBAr%Z_)s($Qxu)%kjuoIrVK|S_3$~Hf zwB;PO5vhwI^X|pQ`r0NgQZ69a05isW2LsnQ`WZjXFG=FN`sB3|@kgKby_N~X>~_ti zwNvHgEw7u%ht9@;SI0Kpy{^Px`Y#trcROkJpjM*)d<)P!XB_w^?BDdZp#O?+zk^*na}u(LWXiswP+kkB|p=V?Ou}_v@Iu*{ft^WTRh^1YYBTh zbsrEj{j68Sir;%1hDl{|kNDB^b4LDQ8t_*-Ni$?lqGuUSDUM{DE!ZqY6Ho2uo5t=R z5RkLRa3gjGW!y{ZkWG%i*(Er34fwx#RPpV)*7Gmf1brs|9%5;s{mN?=A6rrP0gSot z{YE`>AfIfA#z+bfUJYZRU%^r+ECIqHftjw2Np9u@vL|MYxuu$i9Mq#6!uXM3Gg~iN zBE3g-D9;*{X!Jv%UJC2-dq61X&8WY63q-IlY$~#f?I-S-Yfw%~igw3vj&osd4x%o(1ly;M;7R zQWrl&gk#&?(PnPXp4f3nI(_ey@fu6h)|W1y_(%41m3$(c`R{c|J)1+fs=gXRE|9`u zM!uwcINn!eF-QKbdL%=Ozg%#{px=pQ?HzO+Rh8R3gXDAqS-e)POq^J6u4Y~bbGisq zf?uEIkw&btz|$g|t*T_sx@i0O3#GkimG|-l7<2IBReXb9VUOm#!Wl{=jw+c~s22W= zI&Vw1x|v~1<&}X`*wSQitM=nmNNTkE5CAptu1mVJY2KV8BADA?h{4gU7XCA{SH?)& zP+Ln#(@o)@5`Z0e8YAUf7m_KPV_mNLY(V+*v`O_g&XYks2ws}`VTb-{uAEt5_YgmM z&&6G9HT5yb$$Cr~O683c+V2ehvo=SPe@viZh1=$!>z3o}saC_cBZ-UDc%**)DnXt< z*K&cdeLWC3dUm#GPG-tl_%^TUyxCOsKg55!@h)b*+4#k;SN2G5%aXcetbc**p6Op(M$?!3Tjq7*{rel2}qX`#hr* z(y9gwIs9u#3{sDuUaDOt8kg z3g#h|Sq%MIQ~CMQ`c+2T_1nVB?8s+wjQT?u@{H_*s|0BTL-Ia&@|7u-_ z4nWeSj?}@i`+Hko%56Ypq27s)vDca)^7gWL7LWCNi1^FZ0G?#RD4J{_(`E1^8t*iT zJ~V8)^FOEHhiw}64-LGV^d(7}ZG`O#6ly;iqS9wyrdVGNjtV)ZFb#y#4p6%oun=(Q z32#-37dx#7u(Ap^4TK}T=Es?Ld}#7YC?cylSaQ$;tzTxZDQcnpT}9n!yex`&0boYC zwUnWU$rD}YoXI&YNh~ghNQd;L>PTWq>gn$o+KGQAvA$e>O50j+*vIE$SzBAbY_Ebo z^2}Hal?`)dzEab_r2R%yK_~qa*d94VdL9xQj@`QBqoSty~lG#rBnR}~fopTjz zG@dhD0dD6%E3dc6IC%))NVUpY=Pk|ApZ39H4#^@X@Sdh5f+gbj4GtGzJV(+>ApcG} zvf#gF-OlpFx8qV4RUKjKnsev4G5(Zcw^#h9il*^171(`~nBMOu9!GljZ&W z3d##|VbVo4)uy|t9|re4yZ~_IS&e1rkB{zihA~6xReWg*VV6M zW?rIcirt7Cl4={|L#X$Fi_8rKxU!O!y_CKE_{JU_g#CXT#^PrkNq4~de)(oQ?{^u% zYl3I*s^B%N=y0FU&iv^YnT@6L*IV*o_o->mQqE6Ee zP+)$f_IHr?=N`ZRuRK^;dtQN_4E(oQ5d2@W@E`IGyxHZE+4-{bI$&US_h@*xF`D=Z z%N)0J*Le}xSt@4X7tOT<3d=bO1eIXl&n)y6%S-IbW_?WlXbl9Jp11Q<9FCNn1-wy?{qaU%I0uzUCy8_7a8d7St4?`LD@r=nV3l0uqvm^nbp z#e*&==lX`rQoKSwWmX-|6}O&{tMxn^$T0c1q>=s{{+RqtblHs^#={b97zwYD(mWMI zs|GuIpDUj+6p61k@Gk0WF!BbnSP1kQbD2OVrlODPB$s|E2~PC|8$*VW?_U*8w&uqc zjHgnd!T3j|$Cm`Q%7WtV-9|4?rFE}hrRSwcUP~77Ny<3jp8Ni(@xJKCUcKvR91Q6Q zv(;$y&L;bZ%Oj{GWx7MzGxeRe=B}aArRgX$;TNzoD+@XhS-f}qJDmpf?e2~7R|nqw zQ+{Tp#%YY-AwjIp(?5C+K4mh_xyQhMVW>L>aLAln*g&`1MUm1(l-H<%v-z&)7~`7u zt^7Qpl@F^M${ewLlC!lP7;9fFDl@myDF+gt1f#>TeGya^lot}Cpk*U1AIU^s-t=@&g+uJR=!-_dD;B! zW+4u|aFYgdrd*K9QNB1mG~yv^p05X#W@sJvV1_Ou=eW)=u??0yT#87EsZH>|xBs>k z7~`7HhEe zt{+Q3n^lSUMnAT9e%n`ZZjsd{-21_Co=0MyER&XR1)bgb(V5TOv69sq;4(7tRvfHa zysq^dF5gj-kCVVCLdMJkZ=(6k4}gq3J&pc4!#4e!0WifHWK}^FoKf7Td(*QrB*=n8 zksIHQ6Q0T(^`VB6OYVU7Ljq?;^B9Dxf~AUj$$N$|&R?6E>0dtmNAIqKpO~aO6|v*V zFJDrcXYMGwZtZ;nO{>zm_4Ho<&dlHXw2_UR9c26-A&O3_w@_FqM+cOme%a0}&_4Ca z1>ODvGr(J}P=9_sU=Ot%tS=Zt_m+HT`pmb{O0Xo)_%Y=EzM4cv1`fPnk|s0smi}+~RDEdkt3k za!~nJ%ES40c6W95F$C)C*h^-xOjste_~YWB7p)RXHY?3%)!5ZOfA`iS2+@22N&HMLS{oF8KFu&bEk2%;D7DL%^f^GwjYpqb>hBcln1$Ly+^yx!!0fDo+fOk& zqQo1K;Mv+w*Y^^d(!Mst5xAPBCag*(O`B15J%W+ZtkfqX?7OCs$B&8;3!N^1eCSvJ zOR=-kxF{C>hvpGl_->jTi~fnOe+G<<{~DK{I>7LQA^7h6bbG(8TZRiG0tgQU-aswl zU^gK{$M`@XTKTj3^LPoesFbEzl1~^Ohggo;dy$<$=bV(_pshb-JhEN{moLlUwfwiO zX-0?d^j~$}OIyQd&r-5qbIx~3=$+H?kH~kFz$O9iE_Od5|0Zsf2V^<92oECH(Il(% z!tV>NV{3*gQ!WzkWqm0m_pPdLzCT`!(H&78(opjt!+TD25BMccbnQO#4xjK#Fw zi7Id5b8djj81f2@uP?F3Y0Gaf`D%YD_~P^-A*hDYz1H^gOSiWI5#@9X@%@xk^NsY` zX1=}hhDZDKceU`S*?q+{ym$783wIY5pwmUKoMQDj3r~BaFVcsb2PoEHI>B5zNMX0) zK5YNtqvOEUz@`NBZ-g6E2C}|Aa$0p!ADMfH4{=Gf8YEyNf^;&4d0tp z7_KpGVIoD%c*eqwRznjVHQFb?PE-~-w;={F3MBn-K4?>;R&tbT{19x(!_@6!hla~! zZa=~jz54@0SpV{xi4>B^U4FmWan0maz8k(HbgoR&I9S^9mybEswKH+t5re+XtV$uz z&5_{`^hhpg?8|cA&}vPR68I(QS*`W=V3_)bSW82^X`E#EXr-W8!Dps=Qj{t}p9*&s zDKkwV#)$|+LpJ6K$_MjH?&9U{ zc6UmIU-9!FqHAjas3Ej;MWd?LvjydRdLnB9!R%4yolOnBOm9PvL9Lp+9bJ9PEK|jo zeRtR^Tlu~#f4{YE0eDnVYUk-r(a->z=3B-G^1i`ONGyj;73$d1oQ?z}<#d}J- zsm9oi7#0%*=}b!M;0xx53TzZ{UKrfcGQ!vm$5?jz?yu>6;UGzyp=g7AUKO+}C22(d zM?%!O#6oaUSOBe^IP(B-u_i*UgN}3yLfMR}k zo#K15$ad72tZ>8Xo#ClHxsYz*bwn6}MI)3^#;x2H7QQ@J^JSAnHVH=Rk}Jo^7;1Hm zaImbV*X0&%>%CRGAe4j~*D11^u`^ysYw~v<&G`C^P?ae9m#qkIx_L||k%6}4;bN!+ z^9+gu_7a&Hpm5JAW0h*MPU@-9U~ewc!t%$e^T5YY@&{Mq+?I9Z6RD z=epym(OUAUE`IHMw#%o?jO5x*!kSE+PEvKjcc)Xp1+(sbHLF+dr7biV-eh*Tt_^sQ z-1t?-3TRcpU*%jPbJcl&y6WLH-2R!lL73qmXf*sA4Z(x>I-{lE0io~#X<_+GY*sqe z6Zh<&r>js$w)Yoi{>^5v_mBReg36vdkMUXaECcu%0&L9Xkn$jSetA#K=Ps6*g|2jDc+G&FDNndynY630QXt8_YtPU{cZy?bbuaF4aG zXvTlwY1WWHw;aDBYVX*`7ZUS4@zPwNRykWQD#CF*TXf!r?L=VoeSZ{a*hGmvp3Bw7 z%bvBRy>*XsPHP{KH*rAGS{{&S$y4>C!HkKvyd{24g|FHdjKM;_*V|hfw|^&92`6x% z0Ck5_jLf?UUu`pGH4~#4RxRtx@QaVn7YNt4Ppl@j5$fvg$ClLvR3r(SH@iJ?z`b^3 zJoW$1*zL;j`Oi>n*@3c&Wbf@qERbG;*VjDw6`?oU4I)Z-K_R<3mtv0*zwu76R298n zo7P^bxpYlmgjQwSeGC-Ds!-c}TjOk(IL>M&;QM?+KajTRNQ}R!u}O$ys|Z=5JGUx! zS-7H>XeEZYq=s!|EsCmBvGHGvVz{7xRf05CB$&;xIklsa)2BXvl0x4lxmcdsrxQ)F z-A!*{rqIJTy7`doVo=g8{8(}f8natYSD<5fA~AAV7;&1;eoU?%_{5yn3pXckW|l03 zl*xi@EY81p%TPe4(B(2phBT1G-1W#WK)fFpTr)2euB&=-%-1w?_D)&{R_{_1YG@JN zwQEjj`0suYZ9~wy(VR&m>#~Gz-~T##;9aAO0f)Y}j^4h9 zDy1Y}eS5^agZdViwWh;Hu-lMERCky&#wFsg9<3fwmkC8$cL=S3!YA;?S?F@q=TB`K z_kDAB&moZ5wb<9c#%PoPfT7Zg?{6 zbcS&W^t(47WWl?^;>2$D8ov=u+6!xg(VpJxl!tEY3%Mb;QcubAYzv`rZ6u=;ghrJl zLYEq6pmF-q-F_FU_ig-41zbMrVcQ{2&>FxY2EOZG&UflXm#+!%89&jx)3ngVCjy4Q z5@n!znx&C?HBr~9w^yj5V|CElR1a~IcLWRcz$qUD+SE?MU=(NqPT5E^7hJc<3e6v+ zXa}2dR^b5*$OcLM;o8ip)AYYp_MdW@?=vx1E1gXBgeUFL-EG-HP|5g1*0Pq7~Yab35Z%gOX+@DFGrn)Hc}sb0aX7i(--TD(TH4E6V^ z=T4k8akDHedvGjd_Q|^_iHAXe-th4XTSrFk`HWdD&D?7j=caQn(@6sSidY=Lpq!Dt zAzB*=64=m@H?mD{;FUpnUt>X~ZaKDtESMS2Mxl+LJ^86PI+gLn$nrbi)GWIl!C6^s zwvI?`B)sE*Cjs5GG~;nSZJnM%6GGY+sU}|kg6U}FeOpXGil$0Fp!|!>(eCI*i2Z=d z;e{mAr;Kx}%pe}Ih=yb_;>0%X8||C&)s~~|SqrQT-7vrW`^gKY_vgQClSXouqO$4b z8U}J){xDAdVI$YfzjkTp6f@Pn1b+S3%(sey&KiUuB4Bj(k8r74v84EvyY1F|2xs=_1a2WoffUunECMXKV z_{j!GCC#bw2Bn>Z&SBPduT(AxI{W0dV+&_D6=68yXG}HfrNN>PiD3KT&teg{zqNVrruD<(&Hu2rv20h-05cqcwKUT%to4f zOOmjE8T;QB88G0#3OmPtsJH(c!QHiXKDI(nP~l*eV`n38NxbIcZZ&kX5)#ovfF2_qkoLDEvkB4q281^%N z(yFnfLo5lR=^oE4iPa!V_p5K8bE>a0j;q}V_LAo!XcUWKj4B=-eaw!EL;Y!q08 z{BJ)Nwoymv7qO)fw&gssoxeBQvI)Lm3$BMxvdFr<^d%d2Gt^%62mQ@({;4+_gA2>5Vo~lE*)@qH%n5>I!3Og$!616M$ zCK6(Dh0oKxBSiWt2Rf0^ug>vsG;17>RR(WuoZp)~#4v@XFDOMp+h9nVhSVlnqt#$K z(Mg6WeDvhi^>##)PaP)unS0&1-Uuy0R?xEM?vEI{@Kzw5WbZ2v1^KMx6ZgpKUt2*h ziVTpAfPP3b&TO`6mS)&jFN`94o{##oWXzhh>{?lpSPLD`vF~`#V$IVG@MvrM-Bq%N zZU&LOt}^#lDx!S?s|Ee%GJ+=l<&KuPv4BEuwkWJ;t$mCTG80 zNhY7?Qk;GBvU5b&?D4(`F)s?XgOlLTzMR>uK`cHdJqd&S{srP~Y|qx7cE0T5-?`m1 zeR}pqT=RWo^nJbcd;MPz9@up({2vxQ6ZV$+dT&a+M~(JM4fIXj&DVsQgg!1G$z+o{ zTnmMs7Z5KJo@Wr){k5`5fYXK^4VZ(p4RR(en|G;A89)7YtMny~qr4Lh8**bcT9~>M zHb10CeBB={;s6%$?JEQAPoH;1X=^s%kP!t&!fnUnp9z;161>euCeAFF9e_*hUB0v0 z1QIX??XZfw9DeAPy{@^?ti4P2k9$y6y7nW%nduSZ$2TIq@uHkBiH#-^cT4D)EWkWx z#zf`K;`zkCouuo{2L0Vm(AdXu=c)zuP7FJEV(!Iz+b&!VHyV!v^y~{(aXSQ2q+q~U*Wl>joewe6DjbZ22kN|z4_$Dv-*!n+ zO#lj_lueA5Iepj8lq-cG?X}g*=Qo9Tea+yLjR^7u5Hjp2QOlCZXt&9g($v+azJd10 z%nzOOe%Eo%?pg$nmJ+9w)B!zJdcK-#kn5>6wg?_jbk$J>To{i&@k*06_})SbE#(?) z*Z1#3(|y?lwG<-UjTiUg*VB3pzs7o`;L5HBzQ%U)M@HuwB1^ZE({r%5eqLOS6JAfL zdII0Wpiw8s!q=0yb?aI33tsDs!x2>8W_8tHlZ}I*PrNu$m9cwQ24Tcfu=Ye%>gNo{ zpWJ}g%=v=|-$qz`AIV15;8QKQ$UQ+>J-}*q=fTOzsqEQn0^-^}!r0bu$IGQNzgXvV zGO=%JQ2*&AyN;pDCFE9c@z+Zkn~dOnx@pShGl|V@w?c1I=T+op4GNo2cx{hEf|UPp&68$tF1ftJ@mttmaz8DhsNwCk;Ut*s#dz_3sUE zCgwE+mb#)XRPa^JrYnpx4Ik(Yfo3U3#D0KQ6>rAtwb_d7zk9|`O()Z*!liNm(ezVYF4s6)R$p+x6Q zOXte|3Hzl$q3Mh~*q-{icWvr(fa>>3De0sD`6WYb4!DZgk(oVu;}E+0MFm3U0)5LO z5qwIC`@e?KvaewY`-d7lE~H4~EI*Y~T<3@F65C^dq!Ypd`nQ6Uw4Y4-(=<(;T)lBk zSCT%T_(M^I6eBNnz}N5BXJKkA9H!}q@!cG(w~Aq|&H58JLKy)kVCTqX=RShI(`l^n zvh8er@Ha)k$Ng~v$rh(<*Qd&DT^|0P`HbBrdmxR2&SVnrK#w0jM!V4NkiLL+7J+-M zg}eZJujQ?K87d;=Z4Ec!vC#12D*9;_8Y59GkgZIZN;v9#U7Xw}^q$Xz?9`lfN@LfI zg@|Wh7zDk@H1yZs7J9EgU&$u>rQBz%$ppaj3+aw85VU6R`etMNlTT{Ho&-~5Q=ccT zFUQsH3g<;>T9Su9{u7SOAARcGeMm2og4LBZyH> zad^^|`>0MK*vho@r-P>_$Dq&H@WXk}u0N#d2d>#)c8vZUtrc8!#oFxd zYF0TMM(>HSLJ5@og2dU~C*0 z^_?F{1N3!^KQsq;TFo2SNFMw7=-TtID1!^W3gD#sT}-q4&-FI zIm5n%&Rq_g>E*;vE(+kvFCXE>Kjvc@PchHrPekkZangHhPzXgjkvJI>bI6>#c?VC9 z5U;z0l`>B;|2=&g4OY-5tdmS8kF-C|GzX{ZL;Fa>_6hJawTxh-A^?G~$a1fyL$0+< zrKjPhEBCM4rPD+fgSB4{B{f-={0HHvC;|6P7TWc4-t^Ck3=c&(LUh?TsvEzgozlH3 zkSxU)LAmO!gFSZJNPCGuxF@pBF25)97!M4%HSbIG|GfU*|KHZdZvOx8q$!?xb>4d6 z8yk#UCx7ZhxGQyp?SfiGI89AZmsGUoq8WP@%812)jvwN`v-CJ@nT?@zxg7<|wD*eE zxK-KG1(w*Ugz-tLsE?k6n-u=Y8UR3fe8446dm7E*sW8GsGw;NWwXam6TT9TFZO#rw zoYP=>qaYrW<&a0hO>FAg{!65c1ViCzWFHKjglP_hqHYwmVLAx!uy|}R&2C%Jg*5;l z;7e?+JAV0{7Q#{VAqknU(Ib)P0L_|@g5aoX-1%@kz*M|}qs{biIV-&Nn@=Uw>S?xY zmP3FOB0S3f2x+f8U0gK+^DNb~b$)W2*4PkOt6Nk}4ff6|V5O<0gZqy_2e;Yfo=%_= zaOwS5CJU_v;yTVoKX1dE{2QZqT7+F&8yInP+PK-Zc^r@+f*46V;I&CwcK^@j_(JRi zyl)EgHRyT@s5~cz#0d0Q&s;qzgLP|<2RHZHmZGAcd{g@ce-EXsmz|;#POc(t+<10> zUj7zUoGw*`dE|C=OQ(d9zR`^P$YzN?n;hMjmkXt~(rYm;1lwC^Du!jB>vbo@3O%&D zsJH+uWT=5ClJ9v-hzm?@d{O1EdTN_quuHm-ylc78!uioLIWKG(#4> z67d$mY9F1mP5pjg8cAgDgOS8BlAf_a2J!#}Z6py3SImnhSC_b9)-bB#H=9H$*Y~BY zIw)lR^R0g-Lht^^0)SH?`25?!KTO;Yfb)q0b$$AHEhDI135UYN$h@;{XH zh!CwjXEX~3I}%0l#VVu{me3ZyqbHU7^s`hUI#cO#uoBhVAso-AV+k^ED( zt}0-j-9*ik&?GZ~B>VkBjP(QVBGXLD%BmIJKevA21pi1r@Jn;VmjYn-#D|+&xjARu z$rH(t(-1)-Y4#~*0Bh38;gNyA?A7q@ufr@skZ0PTIvNheifEa{RO*@!qMvue&*xVqJ|r%?@|aXwOW>I3rX z`3oXzoveH6$Bb=y&jM8lgRAEPJ3qG(K`N3k-*%xa<2p>KGfNgHop7XcW&659%q0!9 z1C2ws&RD+iEYofH<_aDAA?j5VMBDOnz`g4H5W6^l_BQCVOb8 z>X$km>GWjh>KQ6?#U~S1L!Nc05BSwQS>yAv6_e;98!0ya_GRl%@s(BEu4BdCSrjSLMa3* zIB6h>!9nw{z&Q_K$e#Yb^_eMA=J;i%X5y%X~5<|!V> zo7f_(LvwdyRSp_7Q;T0#7v;RAS1n0+3)X*Yx9^rT?xt=16;uj@=T{7Rh!e?p;Y$h{ z&6~@X^6L)Z)BtCtUbd}SX@BabZ%N<~cW`S&Jab$6>)MFu(keY!Ao+@2Q#9jttiAb{ z5UVaqB+vmwxMbcvJ&6a`WQg|+e&xL(`L|X49Ez~ze!RcxX@T*Mve>kKI0C}a{rQt2NF=csUA$hlK#XU;@oddeaP zQ~T2|ziM!QP8pbjs@LU5;^{;csvNw&r7_Sdb;wOc(#FNv!8r6 zf7T-81ub($jEGy+33 zX2g8v`nEGZykAqaZ~+?sQ2-3eaT~oD;M;x3Ig}8m1%{x*L4f}3J@yq_WkR!b4|Tk! zsp-t!Q^2q+srf+!9i>09>8F=xXx`9@M};%ex9~yu&J*=r3}ttcvajPEuvbtCqyUnlB_fzr@^SdUz0s=;7a>2phP|oT{+j}+HOZ$e#LIt0=0Mb z8!S2AdOn>kK+5`%sRUoRwd~oybjp}kvyd*6Xfzv&zcJ14JuXvtXMb0301pEMtPFEP zl<$6w<8X;T;ZZ9Od$?!Uj#5|&FUu)!=&Td}Kktm#{b`8GdFgQNL3{_~UrSSzNC; z_$}Gy^TObQ+p8y#QBe6+skGGX>pap*r#{ z_t$Xy8>THH$$Htu%M8$_GvJw|db4(?a>5NdQoDQjwC>U~G^To-z~NFXU$jR z;TYSkF0^8GT+@v35tK-!(>T<|^NOcdAz(*DJ=ZD2yzc7iYN1>&hC)B!|_${kUIwj>68ovkKnlPW*23Gi4iZ3!IDQ;5dUzvu6wC{bEBY-_Ebw=;$EoO704}+~9mdg-S z$O|yBwkPb!7=+91C3sVURzNB-TAE+jmi_(Mh-9}zFzm6ORP}$ScqN};GwFSOkBn^Z zuJSz{486;}$(2yDyV{gv>Y=lnHb_^HBvi-8C6Bzq_J| zPfmZO!+07z_vCFmf%X3P$6s4~8|6oi|5?o5a?;`cpTtJvdpY)vC(bN2tPA^z2=i%3 z`3YjFQ1rd{M7}R}LA*?+^t)(mEVPpW~ zZw8MbcIH?S))8|Lft0>BpYnPCT8_CsxKGGls*{DNU$cr`&gB+J0Jr|!q>scs+=D#t ziQgRl?<2}PCwO4cWW(Kiz67F-Ut4X22$H-4Vu|DSj*(;^t$9kelV{E(z+JKZl?(+o zTo?!#k8k(`U_|7@sRB-%M^lrt-*0J#QiDgXEM6$Dwgu1v&GjTb+5Io+D3|rN(pA_` zx0vm+BASEGwR=H)ZD@N}_Pu~{{=VA7L@?d}f=3!vZfS2!E4v%RNN;PkesdcMM+7HA zo6qpqVcT~)<8IYfCqy;u-A+;(pAfJbnuJ{5bg6C*n@SGjR^?d`q&0oMq5j3ag#W!2 zFD&a`!`rCw^0L?AeyAZYp<%}Y$|62tPbf~;CsI|w7c+(tFM!@1^Y_}RsgHN_#l~v6 z6z6-Ii?dHQr%Z$$;m5(ij?MGt*^Q1G<2rtJkf-9VvQOT|X5&b!T!Nd*k5{vC_tEyJ zkj7LgoyuoVOujGwBFm61oR>JQn{t2oBk{lq7@T)wTw);RCrdG@1Gb#LzV%uB4!`CK zT-x-hrhY%Ur5oL%dlr;rXWOipExk;k3#Weg(iK`NN=kTiIrUV^RCP!8@X!+Dfv#(% ze@W)Y2lcl=e*3MmD&_q#IJ?&jOOYS9edElRim z)(fgVK#Nqg_v|lpt?!$s+X*laL+H*!rUhW)#NJBehr#gq$zig90Y|)9;qOsz;``|K z8ak?@+9}Y6^S^XKl}k;@B50^yRblC9T-Eh@PCc7x=?!3gV&TmaMZyg;n#?cvU{*c5 z_#Jzr)qod(KVETEdZvY}`;owFS7W#(ai7udj66sKE00IzDFyU`-CgIi!-JIfPGv@c zdy*5;jCl1U90OS-!GxM zgtzp`Hia@{A7JqzJUfSIZqn&RF)Oy4fDVJZQSu4_I=?Cx z6!eE`EzDq@iGm8^4?;4pX9GZ~VQYPH5Jw1m?);e+jKK*u;@oqIf{qH0*A>=UX67Uv z*ng^9ZE#moJdN)Xr9^A{S2j!-@stWR3yD{$n|WTwFjO$B2R@VniaQS>?wb zGm&Wf6AQW~w~oG_;n#_$rrZzAML`}#>_78459jS)fM4G0in&C7%pEYAnm5uTl()Ye z!i;Hwuqk3YmnG8vXX=F}GBG@MqIo>79{fz4vjfEKI* z>Fu22JeAG%9PhM#c;;}jH-oM@bNZ>u2_h-QsKyhID^E*_Mx_V^Y|}Jt{0mCjX`LjDx!Q-b|$kH1+Yg;y4zCtAbgh|{b z3C-Vqp)!78dMdGS8&>h|j2NeC*toJzrXnSv9Wp<|$SqJM{P(-A+%~_VG#qmCbLvjM zG<%mYFGuORSWdlNeW@JkBMl`#xftUx*Vc^3+2ZoRS?!!!dbU@@gXG>XT*u6_f=onX zU4=145SM(65CNBdwEqy~RA)5O1PVmWuU}{*Eb`E#s{IwqHrg)xwVP8;+$u07$JSCGz4Z%^| zI2xZpo|Vw*d6i1P#O!=F%3?s8Z^0@wUhN*&Qdn;bj$A z&9iv@JPV|&<(SdLH+$5x4cN^jjwy2ovvwEW(&(Sg(5R(HN$aSh4tN${;L>+oyO^8E zTqqr%ws*ZlL=|*3Km!N57SnbOpW?|>HcEKNhon7Kx6Q>X`E<^iVJPWxiNj-qS>9hf z^vr``bi8q!N4LWV^XT|q@YJHg)QE|eGKH+>I!PAlao*7LyyLTP0p4VE_PnHNhzYHc z0Mw6&aPZOn4qhdfzGWljl?N;R@H!@zbx=0=xy;;?gM)*1a|5cM zg0?yO$9MYW^QJf{52s|b0$SSZ2btTjlQ!$qx!N$0e{uXa>YV8V2RD^p6k-ZX>=BWC zz|mH!<=KO3#^ zAH?wEZdX7~E4qYWf?gW;xiXDkB31RV7@85=w*qh~{DZi>sRv&9ov8H5asgO9SxdAw zl8N+9YSM`EHmLy#UmUeZ29pw}x9hUp`)KVQ)zbYrsbrr+6NN%ajhs}i`*cap*{OjG zxE?wTg+8v!ra0du+4Tspj#3b_2i3qPm6y}R!2<`<0yX}-*12O$WQz$2Ay$b=j@-HO znQ@kVAh3UR&8^%)_NqD8v4u`v!}n>y2!;XsQ+r`iZX~U9Z{05jK^iMO^l}p){Xd@U z13vAnBr%5Dw6?>S{$uFTeQtWZe<>OXf#d-La8IKiUJhQga?f~;n@r`C;L9}OH8Y2H z<@Moft0mOSlt96i6l1H3^Qy3B>)$%r{d|Gi$fY;&KBI(8W}n93%U1ROwR*V`AQqr& zwjO<-gO#)p?{BuClPs<9Hg|AwBlVh3eorE>ijCD&#QZz+<9tc;+DqiRTH5D3!wBpx z%F6q(PDp26pxUjA81nmRh~1|dq^;OyfpmiDXI>4`Tc}Id9!XV@3X)a*`L-+F%~bW}ul*Ik)-Qcx9q~X6ZHLb+o1nlGnfd63 zS!O0*l-}>4egO^*x2*)WDf&g)q-GT{u=ki0RvTNaXQt~jld*Bm)p^3j`OQ@`EXq{r zty<|2AmOX_iNRn#2pY#Ut9m1+_n8%!_+`nWT&9n=#{_DG$EMc@PdAT40!V~6MBT4Z z$ILI}OQd6~RMC86e$QzhX4n5nOpaj*AJ2|E^{Btp1E3(sN1wT75@9EOiBVuL^riBo zDbfRdml5_V~Z)OZ(pY-hLt*Y-E#@)ERMhUR`WsQQv8i1Pdj-V zD^24D{uX-F&a}8RdB*J7F+KCEt8Fz#B#(Z)fZ(D;)xQH}@|Hv5fy_INcs4Z6zdkn6 zli|yt7iV=gI3TrhffDC|k=yIy8dgiYouAmBJ|hC)uk^Ge77z9k0vaAuzI2?^dA!03 zKD!Z~b=RyEV3qD2D!h<+l`hs`#Hl^oxbD zdvIiOs~M0nrm-gLMtsD@h!6B5t4F%=7cpH--0B0m*DXTxBi|yak=z^fTOQ73qSLj& zb8h7V6;5gK(+t3xYs`a zWECpP0bZ-AK&-v*1rm}mc(LJi8QTE3|O&gZ{O?NqLWR|mHuWH3^+Yi zA2t~38C*;H8;C#Z4WIv}F}_FRIi`^+cXR#t{Z_u)OBIWKZdW$!(= z2$mlBG~=njm_9@!E5_C82c2y+#VWf=H4rGzELIzQErX&AkeF2{(LneJ811sOy~yzk ze`ithom@{UUycv2a9PQX8T9*UaZ44hr;hVk`FX(@OHy2yT{8Lw>EeO{X9P#)pws$C zi~fsjU`6AH=jc-_--QyY$ZMJxZo3E(;qV8p$)Km`j9U-eDI;Vl8|5yU6tIK;mIdWG z`AOfdefyt-)53ptT^iI%7{E=0ekJ-a= zj&XoRG>^{my1RCWaloE5fdQk$Ew;MrS3`g_#uxK3x3TgwjI`W^ zQH^27cg~`x##psPH&X`fnpJjPWBQln*5ybCX+6HhMebBs*s?=jfvQMhm3or+W(6uP`0|yvSbCkOHltGat8t*75N?TGu1wYwZ z>m$&~vQ!>HYQ$nifl?=JKnC-cyy_@tV;qIPz|igIyZQ|jXSpxhsq|xm)xDkqv z#&8{)Xv{OOpl&InxHc_Pt8w#wJ2b2OIhhDWcEF8GJEfSAceI%l)gxHudRJJaPx2m0OQQoPGN;It)}pgME@VATDby31yvdZ20X;t@W}p``^4T&|N@ga`aq z_$i4q&I4EM>h$i-HboE00!=eQ&8N-zYD@RWYGF%G7F4>!$=ufi+6< zg-T=Ft^D5RcOw3;_gze1)Q9~VjmxNP1?!S`8;ypzoP6_kTgoo{3RjtoG}wnJ7vCPC zU}@_63kxL*G;5S$@x=kmmZ5L49=ys)lZmZ^UQIe;4#=i$8dsFEnnuV87caq5MCw^U zx#1QOYL2hsiOq@oe^~&y9PE0kHyesF!EB)85*it~$oY$X)K@o3B@Hw(bu^$^{T$<= zWnoBRrF~z>;&iDR2Y5J4+w~1T|FO~rNk&a;M-?Nu`1`>$YN&9FNlsv^QQ-reOn17B zD(%2!QlZ=?+V>i3R;XD(c*!zw%B};p^>1_Z##_@$;9x1VliB$Tm55xa=8E?+Rg^0$ zkJ-i=snztjDi$^IcEvMgQ`y1On-?@7ItZ;iH3{1p2h@sMIn$<*-f0zcENDoykNa=S z0~gYJ!@!ChuO@BB_CXQqct2wFEh|@B&2Vai_xp;Z1$1fwAnc^D&nZ8Go!@vn!pYK9 z^{+Y8AU#TKAcYsMsYRl5AVp9Kjt1>&oWcf8kO9{Jxk8Xl;XVPck2udP*!1aQMe82q zGk_VaWa{k%g7i~SgA*?)w#iCvKN*8mV|1RavuvBnP_(MG==3+QIwvm3;WW07yC~({ zBPVNi%dk8RZ66I$5~>l}tJO>wLGi0^A_um3q8^a&+Q!;$ z|4|-;S3LG;aYAL6E)bs^W76H|TFRDc9{fa#T!tTZ2&D*Xn}Ye94q^slece=Df=#4_)KYjnfKHIooR%=w=jZzEp>M7h6o z^j0Qe9VzZWp6<3!tiop&{zX^*xUElEU2P@oiuTGYy>ON!!l}5;GXL&m(jX)(oDA|d zR+u-N7JU5!Y}Fiyycn;59mi;hu=Fh4;wOI{2^t{Gd08mbOzuB)h+pE5s4y}M2g+Qo zEV=Pg1-$Uai-JGJZt4VD8#`RD<@Gdvc&*$X51xBh4lih*cSZQC{MN(z-vNGzXr#rr z0HlNF57@hf5JLisKU+2q^)a6y-Url7FoWH8Ew%=^Bk0Y5B$tR592tU z$o|yYnbIFDvVZC7AEGe>+o32QXA+h{0-sM58X;Kw_!SThGgqcNv0ckScrQvs&}?7XLyvp2Pp`)E-+5 z1&I9L`fxP#OTE;2<1gw`7szWxcRn!!+jm0oERAt|j~Qfvk8t}XW?BSk17jtMBgo0- zJ-JzViom(@WidrCcoEIOLB0TnY7<#r*+f|Dk??^zFuGN*V(=xSJYmfPz9PLhCZ2dzGZm{D8~y8y$|*36Rba?p>t3-~48xVYqfsuqM#E zVo+57`;a((U>Lu_V1piU)MDFYxfYHWzsiMLDrM3 zLuh3x%RS&w^V|j{`QBTqX4%ktgma=JX{^3pkg*Ghr`R~DGQC6=5vwGm9Z>338OIGVSu;vX+4>bF77 z$sP@HMHW}Twx;br2oMp%3S>ScaY4;|r{R(pDxWntq>WN2W$jb5s{u4yMbMksXx+9S85J|ri@ft8@%(YdptHZtre)NN`^p0p* z+U{HZyPw}vfnf%>+Ms+gh*2NS;62V#+H;Tg-G5vBe=7OqI5K5uf>kK8yV#KW{aGK@ zdEV=N-sSj!x+;oe)LI;3_5_jAAKLo)xM^95p0C^56#hhe#l4a0KHP0e5y`VA0C|3w#%649OVuaFSfX=G(jF!?4DIylm#Wmyo9C#u?6;ENkb`}lzc zRJZfgClCRU1!jq`&oEf}8HcSN845OE?5XLgw|27&`c)+~Gvi`498BaCAZ(;QIo5r! zg;IVPjt*^?ji~+!pp=B3dH9HC*gRJPzMxmXa)q^ng4$5Ix3$(GERgp?Vbj`+b7}r{ zU&=VG2!Bw@)+v(2|5BuRs8^oU!95Haro8cO+BGQt3hL;Ff>&8TlFmu14{rQ?Z=hdU z?e**A??#LebU=x6dvLZ_vRt(7p{!bk<`oMDZGtbx*F~}DWGafIF=$-vUtFwasPFS^ z`$}XtI%G8LL$%`IV12jrR)n#9Q2MzdW(OkwEcDKdHspR%%7SCTA9zLDQaja+g+Zcp zQs?fc_^a9mAJ7DAq}eUHJNkRanS#p_^}`8kCs7AKhx@c~-^;gWc7?6@vPe`gKYg#? zp6&*n8}t5&K-?J^EsB_Q!)J^MmrP-CRCfZv@BITj|7j92**xO+FU7_%>UzT|7L&}s+}ccDJ$Dr{C)71EL!0+hmOX&1%X~TjpdC3sw0YL{HiQjWUX-=% z;@)db^{5kI>M+`JFCaYekTdW}dcdK#jJXpBehnYK8x6;vWkKMAm&fA(*Z;O-_5bPF z2*m$TDV4XoZddx=BG(86e6FnD#wwmZpjtlSw7^>))L9TkA&w+_GwOju)#FsC*yAU2 zzR@*b_B;(VZ@=RI!0bV$m3-bwk8QgxrO*-jGbTBTR>GGr?Y00p-v(+?lb|Joqf~)N zeu;CHA2oloFxN&A`52{Jt&o^^E9oW|Ws0phh`qX6skyQ%iK|HeJJD{emI#lWX4K$D z3YzR(+;x|5DON!yi#cyw zhqqM{27}dwjbV1@zk|E5ems)>fmKYSExB2owj%x99pKo%wEEeqPjXsc*r&V_~G+tJtI9c0qD0n^$@& z>5cuh9{{GW(-W)%Yfv4$b=%JnOm5P=6DpVU4SFD983-*GilLwC3SJh=T6l>FPKpa< zWl`HJNEpB_LFrm$Ym8yhZHsR=9C+02a=nJL5RLv$E?Cma^a#&H3uv$Io2?wg(X?;# z`ifuGPr}=H-=(R>D5nudS}16E)YUkOu#h{BaXn9n15Xhw3;UjgPbEXJQ5Zb!SP-a3 zV@%--s`Z)|SDSBk4LT&Q@TYIKAz763p5~yy7xzG|JAS;`Xrh_P*gD;|h}yuzhh`NJ z9w3ZBa40}om_N@{>Mu6a*z!17A1W%xXLtKf_D?5cq`O}$a+`(?HFsj+Tzbnt2DX-g z7c6PJ5PIkY{|yN%d0x}eCw!U&nH0{fbckszzH4H1{x!0C`<}+ZI9Hhf;F@E75wlbA zZKuUsx55XP#r9Qh)@}+aRo5)l?%u=zCU@*oyH|}JXw(1Z>+SFHo2o9 z)Oa%Yr-KbmuyHi8xVlI5?f$@yrngsb)n)8#^&!Nb`2w7~=t&HE78|cm$S1WUU^U-# z=VxriLk;QvJ6z^}uC!uAnWIY`b*Cx$FCt+epFTnpJ;<=F*tkNHM(9GH2qaHlB=FH` zuC$JO1rlGe?d!3hr9k%33Ttbx}c?!av;gz5@?mA^qb0M+jriTUaTMlTfqAp9aj{ubC!h zd8ZzZr2L*3uXpjUk=2W@MpvQOuGj@{-_jQvZ%+&w@Z$Ca3wVZgHe4tOytQz+w+01H zsbq`Ar&eME6o|}L6;V~R)}w!BWYW20>s+7k^^6eigZ|+*cOBMp{V2F_MLaS$59DEE z2Yein5MZhl{7jWdpS(fOgt}pSW9t4Rb6m=c0V;&kqrVnRAw%xb%;v`Y3IHseu-J_# zvV1Q;EH>q(HFG{oww6#fso_SqWg1x&EMI;$XfH8|dr0M|3w?ZVQ}0NLH?!QMCqY?u zb6MZD${cF=1woS_@L%eWUsFQTA-Za$_w7`wlq=EsP|z0;IMXCcKwu1~@gje8WU|sn z&Vfp#n9%8{?I;L;?B|~p_N)cwLUzlHAH~1ZL5VB+%_s@Yx>#+? zh4z`b$Zn-Vg~F!N)L1SE4*6NeBqb7ZDH))Zl?rWOdJxq^7!_qzN?D3HrOBkEvQub6 zin|`ZB=|)-1Zk-GG0Z?&Vieo(aW!UO5%)n}l}>va3=m@O)DG}U`m>@;i(;7mXY{l5Lx#tgSbZap zNg`ML^-A8y#hO;vA!5zpV@@VIH~#7DG?{(<;t4q)@n0gB{(GDG>N2>GGYSS`0THJ>;ywBvJ0OopxYa_l2=4q*ak$B==lx-=Z=DxdQ`r6F#chXeK< zO&#-mKE59TVP=NSuVdQit9i}0&Gd?WkGMb9LN&%`fBwcZCK8W?jqj z6)_rgz$6yI?CucbtZ>DE-+WW|>Sq&&1qfzVoYz<<_myf~)#6TVPwfSncO61oK<3w; zdB09CuS6CWQwd$%LcN8?vE7Ox2iAB$pR~Kqb6BgO9$$%K3f(k%F^ynpUh;kS*cE<* zMmX5Xs1-)G%R0t?sM<`20I;6d8d|aN9jE`5;-5c{Hnt%3^@XbC-d9+2DG~D}HQJ3HGnLLD z@!^p3XwB+|jFN!+PDl_)e`X7e}-19?y znlZd<);%px=-O|5Q-gbP;ni@>yB6K%BK|U;N{%2B(rCCG|7awXlR|e`Y5}_MmSqr> zfJ#rO17fkFk7{nwzMki)QRT@xbXKRff~)Ug1g=Qz{Xc;ZV`WPsA+#Pp zphBo{dtzGTsY3)4RJ2afCi}%8E6M7wW}LYle5R+9u;rD9psQ}ZZLeyxeM4lFc8Wc^ zWb5o)rA;w1ZE|&{*tgWK)MmjR;N}*4oocJ@>YiQ5F*-RxIvmc2NZ?O-dpBY+8>O^& zuv6xRLehNZD|p-f+S{nB-F~6w&c6CkbYAmc6s(0m)Z~bM2C99kqAvM7ADJut38t(W zb>JQw>stkDxqju01sYr&_f>mbg!+-j=mX^LUett6n9X(nZd+#z2D4!P+iBt6{=T>K zP}9?$dXE3Y=xf~dmwTjsKu+1n%2qnH^iE&aKtr<#p2xi%|HqlTFg3~QUhnTa>d6Ii ze*5wuHMgM|h{3LUz;V*>^%t*I%Oj@fPZ7|6G40&U@_yqPqCSax%MG!evrpeJp&UNB z!gR({gui2({aS1^dluOb-&JgaYwRE}V*;#Vm$8e?P(6~oqb&O98K>a~v>**B$7E$U zr_HT1)#;atv8rp1>Hgnr2hA6m3Vh67$pQnGK}h0lv@fRH(J5L$W2EHc#Hq|Mz^dse z1U5U4NN7IG;`_1->T55Jhn_R`emk16E48lISeshZ!(}MBkRk z>rY&18UZ&lMj-X0MbbQBnV_gCp`(q{jvAz#0c33)ZksEUb*SGxz(h(>RI#^6O3>HF zzccBI!Beq+v?I zbn7bAnaF50ggb7;jw*wK!XV(OdNRikTWHc92B(=LcezWT)sOpS2@ed)gcr zD3WEbqL^Bkp^m5G(ZLSqQk8tl{!4@v(k~rNzn%naM;0GY7rF5U)9bx$!+k0MdDV@_ z^9&v>9ny}6#P1&r)BOHrHz|I%cUxJTZpGCj-G@UpYyyUncHTzKX_7KOd zyz80=o5-qe;|x=KPUVjhuKkoD<5P|%99xdnb|>1`U9r9mGS>&X7lmW1$5FSsc}@!9 zetN`0SZ2Gh4RaRs4iV&##-onc%E;*Gd>Ufq;lm+rmX0B>wENuk1#Ky#THM_{!@XL8 zOp{;eUxtf`r5i>W?g_sbRa+qI-tJoTmXQP~+@;rV{f5#`V_oR3e3_rehZY}dsDvVD zu>Fxg1%kj1jJG15cqx*Cvg9rOwoOaBq45UrO5BrbLa85?1x@jO3^?vxY(XrYKpO<5 zBg$q9$hK{B-SG~+2~fp6(DXho+YQGjTMN1#!5QaV)vXKBZq?3N5C8@4fMBc`aq+&K zg7{d`N@cl$h`_!R<>gl~^W5$3edEGK_P53T-hnGhvt3Dp4lzT=kaa^-^VXjzcS?K$ zz}U_)K?nqLxB2Nc(rhqpjGyTZ`7*-(?-RLW=V-pc`;A(0x!f6hn~!1pl4nKkcOO*q zh06uwL|t&B@ECeGi`i8G7EZP`Yv&+0q#u-*Y2q?cEj*ADn%3dQyfoY~k;AcUZDnZ( zZ*E__u)ryatPN2Elm}Wr3gS^*k@P=jtV!C&n1U#{{Bgh&ntto1gRTq5u#PW6F6Ta# zU8PoSF(Xk|dJ`FOz%ZPo!hWL9pc&C2Cnp{Vc?#vUhlDzz6U%KA$XvXq%2S#{h(^4u zMtwd+llo+kp5e+#3)y-Fx&-6NUs0aH1@wao=f80YI%zpaGXyrauNd`yJ_!<MpQIA}s1hoeM)P-3XhmOpF> zW;zsvkX;^(b!z*33v#Cf(F_U|LyZ7NELtSK=rjf$?J)y-YS)rcOKkYcMPei;uDSM^ zlhX`SzCd_~6GdRu1~U>IwMkNE`=wFdewS5|mo4VDKm2>y^`D1ES2!>&emWuHtgfu5 z4Rm#_{u-NXIgrKx5@&xt8z3#%WY%L&Lvpo+|G*aYHE+dg1xCK}eM`WzQfYohOIREr z7ASKCkBgdtC@S;#cUO}6m(rVMJ*BDZ(vcJEkK_Wq#@}W?SqnDsDoR56_-?kRk#P#{MOj9<7xz~ z;T}kF6$jR|y{0~8KT}k#`&~9Eb}#H2))v^145X=R2y0tuMZA+LXEzktH6L1-G z0_Ej8-NF@a+QJdTi`(OTt)}DD_t0iceIq?7f{Ud2^^SV()Wu57tscfL*N+?{JXjeM zLdE?V{zAI=ego{~xgo%|;^}N52T{%8BGx|QC^>|_+-$HOnJIQ49twYtZ+@Q~8^U~9;$A_h)z{N?;MOc?( z#_s(a%(;_;Cx$`^0=$3Y(5yBZphA5;FNZy*X@amDVbu&Qop<&1+qE}5X#ML~y2)@1 zWm>tTo?VK}e5n74)M;t;AM(pQ8nX;E$?^6LoQB9k$29?aQ;6MnO;YjeLQDugs3;2r zNPsBUKIrVoic56Jv78a@tn-LrDg8wKX#W~ zY&fO>UylEmh^ydP_-Qtlx&+uPwz^qPxcI3|hKu~y=Qn7p8nP0&bH0zKDjF4p$*X;y zjD=(%_Ab3+*DvS8VL$T>dn=zBuKj*nGI<3@8lB|8xa}fv!W&b&2Ovc4^N(Dz33=|V zDHGAZtt9k{?YdG;j(;;gV^T>T65}W5AaJCL8zh9-2ws$T(5v&(i#cTfghN5h(vbA7 zx`y7OusinGKo@;Z5Z6^TmaN=FJ}aU}IX-Ybu2t|QTg)RdMUpdxqbjAO8ydDF#M=Y% zSmcg0nM7iaur_6;yk=ohA5A;#g#S0>mvM7#R9p~>AgT1u<$#*3*f&mnWr(jSWMDB^Eq| zPCOYj*3a%)$>+z!ceyTQzid6AjRlGkVwx{yehg9@SrPN>h*`4Ksb4Z3GiksPmYUmS zlF`%8l(R@=RP^QC)x?y`3P~|Fe5beLT&}j)qFGlniwI6rT^sAAK<>RHXWL1KTZLC@ zI$b+%6Mkg&xi9Sm#Gl!{5nPYc@r%YNP6xOAe6WkYC!=_zksx#dn))TUa5Umt^_r<( z5_sI@_uVQFLhH1!Vtzzy{1vecYI|wDt0~2+EoAg3jruo6ry`T$Yi;uu=#e7`C)JI{ zxRQ9X877o2{=Eb0z~`{v=+`&rw7Hw2Y*amFChKOEeEm*xdCSE+kI!GrqU_@KoP#Xk zmbcnfRf(Lva>lrPlL|e3M}An@piyfpyz{J*w~H0iuBOhsiaQl)Np@Dm5VJw$5C5Rc z;*9tqjzpG^rCFOYUCJW>>{wQT2UJi9=y!5Sdf;IDH27 zwJc-tKtAc#B5^pk^`|OFA*QLE>`!msq3WMm|9#khk%Um~$H01I}3nM5@(K9N1T=Qa^bKQ+en+9zfE@?fD zE+#Zk3aG;9{D>*S{iS6Z4Ns$DRdJu4y{IFrUh^GDM?P8W@Y-^~rTB0lEwRz)nb*Ek zzE9w9^k)X8zQuo@ltf43D0}VI3MZO54sz`^rzKUR`UC04W$#w{oQ!>@jl z{?%#`j22B==5e?GZQ74Y zg>$(aa}DeaSb!RLIYV{Q#ux~_coV-sM530I&z%zR(bTvEjCFpkyOt92c~875AG7Ma zcG9jLnEJz20p$2=#Is|HW^^zSD-+nFsrB!hhSdpYt>%dqC<`n2si1Zba~NbYsmez1 zHT-e?+vk9>J{+Pf#HJZ2q~mvPd!k0gMDr$2s54>1<)a60%SI>yrskQKM_8~`1DXf% zmFHR-y%Fk!+zlh%uJVR3NvInOt>I~A-mSY+OjSQUfs;w1TGU6kcQs4eF=YcPSMHijCd}Gl`W)Rm3d1b-rs@32rbrI7;@XVZRCcHmh6#myo%PCN5Z)%U_Q*Z0apmK4?V&v_SA14Xg$W1PczFyga(uML z>n38nu6w}e#cJ?B$AACW!hN)!XEf;dX$?vQA~^=$vFbMrm#~$fbTj0Y<8DhXHrV@DNiORxGk!4ITr%rbv}t+FwpB}iexHA} zZ^~!R(#Js*h3>p*(i{eP6Qyzd;^$SczgExQ^y)0=juk$~_8hZW2qwgRxhWvk0aV1g z%}_$l1S3{qB3H$ZaL=aplelzKR*(Ljge9c|#=_6)tySc6>QB{H()sxw+LocDBAI3d z)58U%=G$tyBO?|Q_;Q3yD#k20j!Nr~$}Fc#EG-P$6{d{ApJ>)t;r&yvTc&v^-lj2$ zQz!dr^sO#!`w6y|60r&cVcm2e;b_<(d0>1*Jlh!Gy zo&MSjykiWpP|`RGnfi1kn4q;ICwRyN^7)n%~d@yN{UznTR5R?Vs-8hj|S3 zp_E}C0b9AE5$Emd*bxyXymWjO+Bb~qWU6K6`d}Qwv`=E8^2iH1`P!pRx1-Y26jb3y zW{BNFCgP{XKkfNtZI@fPp9>N{0*}0s=~R8+43yYkgRX z%P=~77VUI%*^*?!tKN|w#rh`LHPQ-M^x}C>+D9lNicPCJ#F5MFLmQ&a>}pjFHDOOu zn-x#vG>#uB$+)6?@1)NTNoN(&06(jUtwZU1jrpdE@?|OC8J$d++WJf#qeqr#C6Mi0=^S|dOi!})8k&+cs_yI1EKeu&P|m*cD}mJ#{MCw7mJkx3kT z!#r71>)tWx#o1uxkZl#N?c5M_fRMLBAXsG6X9Ui91~rcz^uCuG6VGtBERegvH+woB zJ5lhu-B^!&pttPZZDu~6hw&xJ97?w>lK2Nm7R|Z0##z0K4*olw4V49X>G`q-80a-v}&&>>>ttX`Z`|Fk#XrF zowrxY^+V>_1vR%h|?^Jg`~E@d#K{AcGcH=id~w1lENjS=;(69u)D>U@lG}r#lxWj%JmV_~8{c z*=vJ1<1jk(Tu&!N#o`Yr;{1sl3x!LCUaOL_*fke|ZWO~A#$Mn4iZgys4IEsYo+ZW( zWYNET-fzF}!@Dr@JV*7pk8kY_#?*bT1#q{V$)cpcNcM4WS=MCcKYN6nTNt5s%4WYX zPsQ(9W8Hi~`un?7&rNqWsv0d;#*SPNtfkmDMAvm5NMAK4sy(_RyXE%|>;l<}V3Xd& zq25pOl8@UNbH7%=`mOX1F4hudSrPBK3Vm%$iiO`U0f9Se+LJo zKelRiFADF!V3uTjN@O>ju5L!1%dAQSWJ>$K9F3)9pMbe{J8U zU@rKpwDh}HC2edf7oPib zu6UGHV9HXwW@gUOJWdiC%&?K(60coFIj_HfKdJNbr^Yc-@y%BY^-h;p+>q&Qlk)7`HRr z6IsGt+euu!VC@<$;{!HU2s2-^A_2mJ z;q+qr;SigqOfsRa_#1b~mi&m^q@lL^Gb6h{*%++FIhLh1{;WhLu(LI&k@{Kr=>|b2U4+X-k97`6L|IrCEN;yB}u`ohJ&hi%Wejzg1{;E&1uy zOR0-nSY(e6@Pvk*iWCVgZcQrC|J1qm{`P~@)*{PRmrae`Kl>kX^54gFadW?x)7Enu zrA8e!)lsy2m9l6)J$q0jOcTTwW%_!h_Gb03FTT^uBXOj<*F3W=JE5&9f|@6e+%q-Z zR=L_onWAiNP`cX2;@d9R8$McvmR&~V!?sUcG(VNHjz89B6lBQS@BM=QD2=VFxF(o( zy+J;mouT`lEp;589|sanmksVnx@U3TOzMi}hxijJW$FpB;a#(?!n8MZ0)8q7Za-c* z<8H62!r_+_bZ1R8{N|2woltx1T_yYF?A#fS*3)8-U6QoocBx7%Gk+}+eU0q+xTZ0Ahfd8L)9_23XZURuko=N+ z;iQz7j9+lN#>2O2#NVyoLb`r8iS*{VPDU=i4=Q=xD1$qELpT1n=G)x|FB)hwk?mdz z#hXrF&zgF_+;xR$rRY;jH`(!Ayed z*)T^x*Ua%UuSfd|p(+%tR#PqP}0RRGqJa*TmwRh?ytz z2cC@guBVMuNo>bp2)76i1W##?o@p+k!ZvAT%hHs5<9a%f zf5(O{{Dx!A)z@b+4tX3u_)l7@1@A5YdSmc+kxPD`uYR>ny*PKruG&)R6rmg0l{DKK z-uqtr@>cH##os0;6>ofsv)jCK%Eo%){g6WhokQgnCw;Obv&BI_j(V)E4FmV1>pv?5 zwL-4mJ3SM5b&J+)@CSu7rq{PapNBe=Gq13hm-UM@)+}K2Tt(*#%)*5muLPWHzj=qV z{j~Cn>q+G0L-k924|pmvcRu&0YjUy8d3zhqj|pD(a(wr?(^{45xqmU|`7Ex-ySG|j zuG&)A|61wg5t(NS8`D9z^z~z@QLT)ZN)ILNDwdDSug~3B8`JQL#^^9bb5tp3b|NCl zI=_(*enu(-9Q}=Bv%&Pzj1Oo9&wsNJbJkEAz`ncecArL(@}QG@^w?2e4MocG{g4}K z0)>aZ$5+NWPHH=LhKihwi)9&kBbwUAai-2lQBTXD>c_$s-#Gf(eQiBs_Om9k8sCl> zOw$y7vzuNu!rwg_=Gm3ld~h37cltEERkK6!%*cN4eQAr^;G;h{OS`re`FuJj5AWNq zX37gTMdC1)JyfO7`D>xlf$xIyoQyxV%Ryy#cLNCnziz3 zVW{4BXyBj)x$Eldv7XC>M*Bwx;kWTtt?;b_2a7gRToSAfF}2QcDn4I#lCC|NQ@nld z_Q_PwcLCjJigdm%)FU6sSgfH&B_+GE;6>HeCAL$2j_oHK(}OpV#Tm-}3t|Wah~k zM)3@?-lY-okei+>o`FWcgX=l3@LaHM95eZcD}KAUsIkwvzKyNegdn+?lXkPXw`sR_ z(~Rf3C3MT4?L9pEQ7tm3{U9aGp_gS_&d$?Ea!brsz3}@)o{U??Jd(aY=6Y3B|9s8rfQ9D#qaQ%q;&unwSkFKpk zmUF*sX0t7u&L2xz5*ga!Je{RmS=s0Mv+(Yc`XtknPpyXICMSB_%gPO6n8%pChv)R; zZkWp(YHuYiY}l|Sb_gFoQsdvA*u!o&UAekI^1oj?USpCtIdjID&_>Sg$tzqfm&?e) zinj*VJ)V5~k-z!kZ(i2p8GAEuhKJg^c6nyr`n_`S*zwTf=S5C^OIAbuyOW;@Cv=CD z*RjI^!NLL`Ef#WlNA}T65e_4Bt+ zLd*gWkH3MiqT!QAz~2@l$JG6xOzchlk^^ry&%2 zGN6(v^T68jtjknCO~ulHzpJ?^@${CdD!pc8LdRY5yjYI#c@ok3DYKwTkm-w6E1$du zh386NG)uzL?j5hnyZK?~)cuy(qLbcsyt~9*bi1S<-`I$JoF1{C+^jy`V0L4n@K>HV zz95Fuu2NSMckS!(#bbtH1BLAvhBOtIk8?EAhaTk0yJxvy_-RBC$`BDuTz(g|+T4e^ zWsg<0!CLusK^Zl}RL`LlJ%Jv#-qsVs zj)xnxbjRJJPpf3XxdXp?o3U$!+c&Su{OJ4cwtaAvg=c5P#cpNi?fq_%2aWT2_Zl)M z=5+IalD{k#uc3AH%r>)m+C!m@xpdmLY~B1%^i#OW>p|f+(px%K?l{M?iFyrI+-(vY zAjFldceibfF37jX3g{SE_-K}&qq{6~`{u(swjb;310e^ioetqDX4o(MjyV*>tTa|6 zL=%&vRlb|e&ZBAt`N%9)ELIaByI`kfQQX|w7Rj^ylv`8Lj9A$HJ9j>0`Z0L5&iEgx z`TYH<+(6zh?9BWf#mrLZn!54EWAgH& zmm5D%A9o25kuaE8S+RKtux47%n%#`#z=($-rDW1ByKXhMXd--gn98S{E)6DQSk%Xjt8^&AZKS6T`Dl_vKOeHg@$&L3ozF2% zTSKd5jtsa8us#$vW*9UO->YOVdez>L7I)cYWgGA8FJI1qj>?VsN4=ETeTsWn(WJ^C z68%kLm!&DLij9?VC;^@m-6o=4&2v=k2lJQrQ)SkdFZ-R}HNP7#E$sT*wMo5$EYa6D z=q34#?x?Lq0iHO?ZO`_r`gb+fMA}ZgcOd8FW46|JSa=&NX2l-5nQ&eVT^qBj8iTYiijPc>vBk;OT&(PJlLIN~9>pXX2 zgS5F}C`;&lgK_@59_R?~1_tXxme6yF17BbKS(3+9a!?Nz4!e<}LE2odRp|fm>rczY zfA2#O{f=LfmCL&~@SDpDVz>i}^r`V^*JZ2JgSD+2%W)e!6gK-kpEt=!{#knJWM4gL zLccX4yg4Jh1g9vtv~KNJq_;4l$0*h{nx8&@)@_%<<|JjRWjStOa}~e&bsZYDM*RNu zo{m*ZK#cs*Ga0?(Z=eUH;M*2>sH&91?}HmeuVv=733G)D^b?Q&J5zct;kbH}$HdKz z#ihA64GUR5IH=7t2Vz{ABXo!gW2YI=-CJsl+jx4X(6(9T%D*Sv5qieFg=%Hp-Q8um zuwEvd)V32_b}7fLn``*Z05G%dUK_J<*`Kn=|Grgj;9J6lrDi+q6AaN4PI93K#DmZ^ zI*n<;$@yalu5>pu^gj78FlQAPOHl+FVer5AFP!9lJUfCXg=olsYHe*T%e?>(jziUc z6E1qL{=^{p&&5t7_RBM-dL<8DJbUo3TkA5eX;WVa{qa+tOD~&bWMI^Vlc*6f`6VSC zLzn2wB~H($0yi`I8-**shVW?&!$%DM`}8_ms=-H8t{r>HsUZJHzZ^k(=yWe157{BV zv1IJA^vic?Wju3wD8lfbr>7^Oi~H}~VI0AI=6GCnEvHuijNS65$KU`;a0SJ{YywtXc&jS<2m_pHX5&~yG!hC#U>-Cm9+nLGa;<7UO+%ho0QSH7gnc548`S9UGKPgC| z2A!k~hTOk0KVF1gmzI!}9ElbG_gZl5SFGyFHAe?}Bk$=(=z>jhM9_WA$#f+JN>0_l zPu>HPii4{Af=$x4zb24PEE)Xa?`Gx%NqMe_5xh1%-^jU#6NX`q2Grd!U{Km>-ty*C z)ERU1^EhtY2dQ~;=>@j-pu z%J+Hy+*sRLcn)@b+|bzAc#EVR;cIh@Q(r74IIZz=9@3Xz%UwJC@07OazzL`?JlF&6t_^*H%JbR2Zc zsZIj6`cw;DWhu?4`(`S}6jrR zGL-&U4B;0JT_q+~bV78jjGv}SwGQz5Zxp;ZkgWWCA5O0|Mhv<4Q(q}2yP~4S^T&?A ziw#2ivD%kMzJTuj2yAa4P?AuUZCpE=1^Zz_L_PPZnBb{XzdjZcKHsq`4-0BGJJVZ= z**iWy4im)3#mTy!u6+Zj^moA1hG?#KfKR>u>x%n zUuv$@+{x(x8yj0^XJ^$Dy1i5VpPsBm)ja&~P&3l#zQNZ(Hjf{OW`QS^8Q7cfKu|J* zM%5o#dyuxVgL^q-s~`eQkA6@5?v>kRy{Gv2e>cv=TlOZDBkxGj*x5=-=$a6o=kJ8-Hk5NV;(u-vOtU?w1RxL|5g{6@?m!{P^;UW* z$XvCyf%c39m78zVMoWZ#TOL1f_4onU&$|%T1q1{joj&5R{cXm5iI@b+>Icc+t5_{Q zUT%7>qfcM885$VW{Qk`kA+*R2!tuUf)Q1%p81*|6#!DhfS2|eA_kR5Nt25hpp3<^U zC~Z0yncT|s&6?TwYo^rX(dl@7Vsd5kUvIw8einrfZM3k7mkwSTn(0C_>Sv zPU8k9F)SG~1gsn1cV*nJfq^f0tBp*FWhMeA2ThLdoJo_&nLJjs$pEH-qVq|tV z%a1!x7TR|84lPQvmqzlH$e2IKe8}4LFGoRd__GFevuDhjIL^57;pZ138Z^o5_+u=? z0>-kt(TSl0|MNet^;AnUvFob;)<@37bvg?_WNrSRA$L+;0^&I{Zm^rRgBoxDHAtNR z%1Y?D{I>+6KK`%Kqj>HTSpH?1fB%(<28DsY|L;FHP^a?0f2HE`zXzq>M?>}d|Knls zcUo`iME+-pt*9FMzn3b~BmdVqAk^Ld-?<@Zr2GF3f&4!_Vek5~Gv}x)TX+7RbnE~G zPEBoykVdAarUYGTWOtqH>hAu$S7FWDeUW?@kdFH?%3y&zqM!&U^B9oHoCQ9Gvzz-g z#hM!bUP=9D;e}bWt0#L3r`O>}DhTE7VW*uRK0JiR@s)~Nz&p{HW`LNdKv&Q>2A#gq z#x2x6UyuY)H1t{*hp1Tk$qt1_m;=K2C{3qQ?f8MR`JZ=O7W*)wQJOwfXK;KKKX>WR zn_Mx0Fo-fN7@x+dzkY6M+E}j=>uKKy6LFaA7B8D^k#V7vFYcqo82))jrk@=h4r8sy ztZi+{E(TVzbZ>vHLpU$;T$Mmc54*g_lBsD3b!!C=|M>ievCRY*xy~NnSQ}9=CoSi` zO+#Ziq*0X+cF7K8>Rb#AQF2hZHYBVej#CKa)4=s-daVm^$hqZRlKO*v{#39@MZ{_~1T1Ul~E!~X7kt0hRQ7Ft_J?kS_weD&m$$zOjRd>Bu0*Q@YgDYPSE zEf$NsHaD(Zi9zo)se}b_o9C|p<`Ur+$K0m@m!O zu2AQ+8dyP@u4XpuC-;>KuN#Ey&`zcPosLG;llmV|%aE9um?HaMv>dQ4t(5$dl9g5p z3c~wx3?tQ3(0`GTkT9rU2gEn1_x!U~9#nKfr#~_XR*qf-wmYLrzVv4eFAoCOpbn~l zEt`}|+sW9K>new;Cmb0gSlYNJNv)Anb-{P+G{cv&8lWM$|T=cGGnKg5&WAs)+J zLBl(jiNcJa<6&<(QQVd);ALnM33of5qlPc^N&2wF&XcSa>kB>RC1%2rSC5}{p6JBA zyNF(wLv-PgvKE$l`1^+*`3m|MMFY9Nu$99A@mxs1q8{7bCI@LXT(rQD z+qKIOyFAo8D1rd7oa-g4{ki+p-@9iHawuQ}{F#MOyl`sVQjS9}aNO4g1SsiB#MII> zsd(touO8}ndzk*-mP6&HV2C~yl#y`XjB)$9(eK55aa2RoPE12-I5i3XV9)kvDYtC@ zyG#L7gY^ecLj%4B`8MqA;R>oj(LDqBA)(m}P%r3zM5=()499Lmw_@MSpO^&y`RWAeL+3bRUZIm}5jhgHgaJ*suk?fM%gXhdR~?Ey*FmPkSFxPs^BwBuG+;N*f_({6Ni z>+S*Kq3IjsLgx531320MYZxap+1{@GK)D=box1AuQIbKN3N;`>Y*rj3 zEq8ab$}jalVOAwg{rch_%0{)g>Vf(YzNOi?&9&#C*EjV`iH@HIH(Uqu2UHMn*wEyh*;5oTLY{1ZCx*FGb7bKTKJ_VNEaaTshzk5P$Zb#Sr5fuU3({FNd zyGO(4Rrw(ezjN{lr>x7AqDAYUmB~B+)7%0skvB5N0U18zXQ{F+7wC&H6oONVD_CmT ziQqp=$o|(l=uo9;dq<`r(TTJiV^{G48tb)doESfSyi%;ZBCy-cFF%=G{O zY~Sny{2Qq!5SR9T&aWIL{DySQC1ITECv_XB9)<3?qtVju^vtQrLL%8Bnkh$LY5U#F zs})`eQx4zLF;|Zq_hZNlt_tiLj4=-tM1{$Gc%`ApE*(< z8^C<6n>M~R9368t94->BT-y&D+?Oi`06qn?rKs+SX*QE#?To7d=K$4jrMKe`rCHzo z*D~{st*jWlAl;q@AC$W?3vlNGpWMeJU~_ZD76B~&%NaN zG@4ApB4hx#3Qx>qhnu39OF)B!6`8R6Ygd_v_HxR9t@dX&tn==h`FY3g7u4)ab-FV$ zGb_KX6R@k3|J-B3fu^uPb-HdyO@M=*#jY)7$TeJ`7v}Xp1z#uKG^bRQuodTs-KBV^ zESk9S7DM-?sk>q^&B7a$5Z)J0o;*n) z-u$R@gt!N}8j7vt%rvZg+1J;1Irv@H2%!`sJUlW|X?ZoJt$w|QTLF5WLoRvmL8`vW z$jJBuuVHdCaaa19cq!=Z_xm30k!2WLTN|5;AI+loAfblQ$=Ri)Y<9$oz)wb+_ovG8 z^XJ=txhj1n5D4EWSA%&A3JZNX_99gezC~?8jPB`!!NX@5Nu#6hr_70vLH?d!xfvuQ zFVC?Os~cYIbO4E@=i}p>1|#j2sZcO~_)r|O-3m9oVBYWJ^UtuEJ^=`#ME{Kji9Gk@ z(@}U`W=?sJ6LUoiYz3zn_2mLJ%EtIA1;GKqjbCAt52J zWxY&Ij{)31izeyo=?%IqwzQ~cOe4ruIvQyNIWW}Uf7GDdEzAn@odOh_)w1@6(qKkC z*$IjNkR#~7NFmnt6xv~B63?tVZ^7f z*a|>YGk97z>&o31pOsk6D&zV_K;+Q5c@te25&oMuZ%(7a*Yfgm9U;58m<0g;g71h* zuu>(Fb7h_BG%aF(0ruluYLW%(>gwt=5U`?(3XU#!;8};8&74N3!&HxTTuX-Sdd*w^ zjYNa^g(h3PiH)t^*ub(MITC2y0UNTuy69UXKXL;ecOmGbPI`7hLHPJO%yBRJ)=5r4 z|CyPY9o*blFI~D+?0mrU1?Wc?ldjj#2YfPmWwlmQql_++A$McW;a%ImQx-RCDdh&j zC4IJfkjD=VnZC1-o^kVw^u4H*al;RmcV{XM;yrfs935ix4%W>elNl}tS0Monb1OG^ zXW`b9Rc_I}u(}R!QxRfjqonjv$3H~_J_VJS);6|F&KWxGJIENsI|f;6bG@0_Q5tL5 z_mq@q5V@4Z8mJ6yW<{@DZw2!@xVlQsEzQr*_lhI`Ec{xAV5999vX~l=T3e47W_C5D zx!X|E&b^#ar104sJ{I_Oc-ZW2?d##L`F9o!NUlI*4!$K$UjM$!8Rpe__KD$}x+8Zg zO^uCtV4E0Xe1}}sldiuQ8X8jkjUYzSsQsB~hMPKgdLHSsl`QEaPqs{H#1u-Z^^|t+ z#zsIMaWGIhF)P^y%y!b*m!mQ#=lbO%$T=z4!dP`a=~#6=ef_?cPqxE%6Uz+Cz)xO4 z4x*HQ`_$Z-kuL4ZtgQYeX9U5XhkX~R-u~qL1L@eJva+)E_20iOlUeiQEc0)pD0kg+ zK{aW=lamukXbWVS0b zdp;S7kb_mtZEb}h+A5~fr)P$r_0Qs$`8x@*OK|Oy`^IU$qrAJ)2GgJ-vX^H?2Lry#at3uO+SR2D_Gp z&(V3$sJ4mi*|X=Kot<#^q9Go{^Mc2H`SQhOb-@NKEwJ>>3(b!@B$zqI5x-1HZGRT0 zW7SPtwKVTmj$Sh{Ik}^y^4rXeBj|a7r_NTs=2a164NRb%mt@|8^mm}9a?Jk0gM)UE zHmj$cAzwfKxwlsjF20!f{kfQ0En&3f0Bkxb#8lS<%9VsN*E0*tUwLocy7e5k66C+6 z$R~a8JH}}rAjrJ%3z~>CPVPn4;r?*?8PT|F?*5(3P zzyz7x@|8@2I|7w?qML_p4sVR<38)13WPY)0&TWu2Y-aQB7@vR4PlFiUM$v%W35mkm zI>ig0e3z+$XYm%rc)9VvTpp*hSYY|D+UyMY&n$c0FL-haj6zz>fO&z%rt76K>A_`Q2K= z*urAWIbumoME+{x{BUJl()P)bL7UGE-)M~TTEzmHg$=%LY;4>jR2CH-_V@RPfXv)( zIgc69&t<|g{{rwD%?7lh`f?unHUXW0S(WRPb`H+Y&M6c$E|rw9!kyRB*JUSHA70Q2 zk*JideMVq+-HQY$M<-8HOR?(ebn-oZ-v$ z#AidS1*E$j2awP!0JxmkrMo7-mciG6Q3?aIG0`>KBcbfN<$;qZg2eNI|sE3rzVF$+==6Fxlnhr_Kr|l+`|yU=2jw1a_ilmR2 z(GD#WFw(KK0)RTvXVd8sqst>BBhw%W^y2Gt1R>{Q`?b7PHJBF=OVcb`6mHY{TC|HT{*scOp5DP*JCLTA5P%Lk z?)(O%|LMp9LA=8%L~9`6J3nkkye+s;XFxZEt5gRECDh8pHEG}P?~>C2J2Iqz&!Jh! zs#H%;&$Y}BhWF1MU~-oEzwF*y7xti7R7G`tk0flR;pMgkNCvN^M!r-l(McDlg5#1K znofwRImrRqoP_n(OE|NQiHYeMhm{bR%gAUaE#i>`>ETdCsT)vvhy^>-o;x(;I!#VY ze5g`Ij8^o4k`f388RigII=i~+AFfFby*5|3q27-|L&aynYmc=h(T+0!kPycXX)%(* zM+iTFutN>4$`UauDF>N!@eCxq!R~Z2L$4Rbj(Rcu4KFucW{1_teX7v~ZO16zGo9sW zsv@L-<-nHd;o*rV-?KJw+I$+701c=+x?1*iy@o4mU{JPLfDlnS1#b&dnTRX8ekRMZf--W-t7l0@OV^KiU()s%V1ni z6;n$D$^@y&gVMgwIGMw{fD_L+U(yXXMG=yLfdSs{c=C7s^r09XPEJk;V*Qfr92~{Snd%7M?bF$XMxqTCujkFr|G(&pXd06$Z(m;yBM*H9x% zoIt!~f(tE5b8=2!`{fF03GiumcXyz`_U6BqGv`;=QBDaez-w|5zhW>iL`{jgCBWKj z&sduHCLp*2Aii~=u*{HVHV2ysB(@g(2jC#Ulksk5hyVKe`dJwnfqCwyf{l*N)#@4= z#v+Fg-eLr;;3|0il+4SZASa4EvA0+7ef0NIFaTf-K>JUsh0G;8xMQ&fzkTRo5sPbJ zp_#RIAXk04o#QkbzE48r>*~@4!Zj?PfjtPz#?H11-2sWclUGmyWUD zf=zWZH0LwGS~~msn#=Dy{a9JY!ZX7cOybLGn_>WwsX6u(8*p|<$-#Iw=99=vre8}NWcBEdeeVNPD?>gf?MeO{5BEjriv$*BJ@ z20^&dKt81l3Fcz#4^x6CF4+RiIeg}2v#=-_e}8}c11>kf1aX4gC^D4``t>lY7llyX z+I+y)M3)IosX%WbUw;~$@2xE?QsXWC!eC15>|Y@# zD7sRAsxjxRv^0Oao*+e(Y`Q9oAOXH8>AVRRI6Q|xCm>BZVB^9jkT;!r zAAK)2E-r%KT1d5P_#SZW4i_g;q896|zr6qmg04#?>V4(qvExgN*DMNql6pSsgP*A8 z-#DSxrWd#ho0clYg&-9_!NW61&5b3mvOC7BfuS@=+cQ39IiTq-xWWR|OIBwjtXxO$@}FYr020fOxPtz^B%p__ z9_zV+jSrJr1O?@{A^nAD?z=HGFu)CD=ov?4aj|Z6@~=Q$nLTA~V*#a4@1T-c5X2XC zb#;`2Gzi<>j~XG2Un?#uI?=ag9|{Ug(UqdG5!G0Wid+uFTLDeUmmKYObKaWxn*Bi%c96dCZkL=#-F9xNS>_X;+g^mZ@}&9K~THH;?`h z;%$fqm9;ClWE&Pr4;Ti(Lydk-tZG}HR`aZEZBg8tH=)0Ck*X83{r41cp+mORg3^F6EYMVfXLKl!o!GG-=snkhM zyugg|90*lrwjHdXOTjPVL6C@7^?RK>)^y6G>{{}&IZogq2uK;@u|O*HP*U-{_dKlK zJ$TO%$l!aA1ze0GpU0!yv+|8J=|O9xGpJj4RzblqS|1+=dqxtvD+p7p)&KmlEJdmK zIw*7!=niljdgFLicvY?&i7$gt1!0sVWGvW_w?&Sd{m4$l>nK>WQ+5sqQ9ivP&q}5- z2MQ4&rxYJXs;tpAZg$JymW3wYtHRWI(6DqX8DPa@!oKpXoab&ws z0OL^Us^`Op4@a|s#U@Dy!@iZG)Y8l#+_X6Qjj3#fXE;XgqSDw)hh`_mN3j~n)zZ`Y zmDit&sa?Tvw+N=|q!-u3;c!e4PLL23`MV0fY3w(P@99%!SO0N2JJhz_!Ii6;8cWAht<_q=eIG6ko()a4U}MbA z%M+XHgy?ns6g}eob|}h!XqiQZA8Q+7hkY}`@c?zK2{eg0BdpQ(Gb6>3{|*V*>~1-U z#+>_qDDP14$l#mP1TS*S#LOu(YgCnYX zV#vB?Zf=e;=Al*)zd2$SvE$eF#YZ^FN1MMM13rOD7Mjjr0!G6_7Tw_v9XGl@lN?SM zlce$A6QT={tLea^*L&52-&I-q-4)WQK;&T4(8yZW1{#{!_fb2B~=BV;jlJHOFHDx0oH z#a_b2JKqkSwu0(M#(_tu`eSx!*(?`9FoGI99|L3pW;}2f*M4Sx`uzFxH)EMtby%@; zQdfIq1-XIP29`d}78utP#NShfY}&i)kMXf!>IOw^;>-`5+USiGySHU0AXgL1X2Van zxHsHt(-#=;h;O&tEmzPp$ponqVye^9C5TiVX~?}`hEgIG(T47N3b-o&4LeCB;{CN4PMlA7sA8G!Or?m`B>?B@ZIrTvzY#*mOsK`*OmHBu$Y+ za|)5bnWpN7qR8wIe7}0bcvV#03q5g0MA==4k@IKD7m7Q^4?%JtdI5)&2P|H{$sg9by$*BN);1$APC-N8RPO@~Qgt7~p?6foh|pK( zQhlRi)lsnZm>tG97W55WnXKU-Bb8l;PnqgBMVe!!#u{YzHai^wNq`#JArZ_$o&Jm+ z7K z>)T@>V;~9rQg3c!1ui7!~m}r zB%U7L0z`lYsdFE7Vp5AcAqOeCvc%1Fh8CH+gtCX}**yuemwdsXXwy$BL&c>%04D~@ zZW7TG7a;?ipaV%)@#E&x93+5eP)P$y17sk5xZZGaS6mxq(U(I2P&0COTi@NS$kI;N z&%-E_d z9@(;dE0Ms2o3^8XRyinD188xbBQut_{s%=dvt#_g!`k=ygUFPt>#$(CL1vYzUkI-X zIsI{iph_^P^>L9myk~@5PLUq#B8ZrbbEp z%&gcF-_6ASiGXo7M%(dWPnaOL|lvH zRk;Vb6#V$SYEp2z!=FHMhWSb`Z--+3wdk)moUr(Xg#{(TByN#E)&jm=2Z9zVg?n&Q zz9*EHmL~NrYo)g*5A10H#^F%wL#XQ!i~Fi9j(7x?`Lifs*KT#cDuGo2Dqx~30pwff zqmD7a{=FxIXb#=Ut3rh}C8<(K`;D(>b~qg&;owE}^$$Tx0ID8{hC!tP38+;LIwVL! zVv{iqQeC_%68{GH5d2YrA1;TK;_BdzbCQ2@iiBExb2Ew;h$)phg~4cg zBn6Kp&F)wYSYYrxC}_Ma4b3b7jTnM#Qs1x5V>2AnnGOt9f^{;?(1WONF>;SlA@0N( z6*S3!)eD5SLH_xU`5<_IJ(+L7Y^d_l>6l(Jp!##*N+Xtg_H2KGQrWDx_l~LTM^ozD z1D;SL0v+ycyQSKLHVJOWNjGrj1EnMeq(YfsFQwMjO7OuZ8f4ajx;nI-$AKk}OaM2PEo*1l8t5-+eLIR2k@2O6ESR9?ZM_ z$)|55KGRQIkU?!&V4{z~Lh-Gyc&C=h$;sAO5wLQ!HUXI)Xyz4pPSu%V=3K^4QQjkX za*@c3AT=iD=6s81PGB!5$jl>qH+=Rz7qY1aEgxnDo z#G4j4YYotu44L%3P@w`HEJsivD`!BPKMZIYT5g5xvN))aUAf#K2mtcF7;6&olmx_y zdl-yl#}X8}Xa#7!9q;JszJQ{&9>X_Cm0_5qx%2i=wFIf(%1Qt&*FqlJkt%MO*kxS< zQS=8CEeDHNWzpLAN3by@aw|$fiBnLGMEeoL$5|-E${;xX5h|~w5j?n1HwRMzdoE@R z^qQ;qN5sj5-&7!3{%93zo;OFE?bDn|TdE>l=0>lPi#wr-WB@wqlj8g@u9dydZnwOc z+Z907<@liS4=TE!aYRs+x~vH;mB~_KXsrsZIdzK)K%0tabE&;@$%WY!dYp86t>6v>1xbfxSL1(OXs+KL3j&Yb~MWYQX zsCak0+yG(onim#9>NKcQ2{h@kgI<3j!yN6{K)VEAbS}@OYG6+Gv0wC>9ba@->=QGy z!^S1WuQ|aI<;PS)DFF=Q(IJ|uK^JHYTZ`MA^>UOmhDzYQE#E-Nzx`1eT+Xdrp6qxW ztyIHdlR>u{Fj$5(h|?;f?v3iG<_Yx|E(}M7`=af@lR*uPSl@)-N^fS&al2sN1DjE^ zpd4e`oMEqyWBh5(eZ_Y~9?X6@`7Gua!YFb}6zYAKV z5VH`LqevAe=zG)9ZrqFSA`&B3R(cr!%5BSZvfX}TeoQ` zb%D8~1-lG$t#obbNTH~Lz<~M?$XQMbBhX%U#_Pkf;E6PgRXD_PZzrwyj>3Whoy(ES zzrN7%(W(_g1s#O?mUT}oRFcUdd%>o!qBbo&2d!RAtxE2z3m+4Yrrcsg`&vLRos_5Z z)<7#1(amP$kus0v*2gs`ft{gpGB}KroH>;Fpznnt4KihwL?;Gh$_Ic~)@ws{(FscO zaNRYM^Ul5rm*0!4#ke-h`~lFww`p%f+7ciTND@6l+|3=J@-j1Yg@H8%ngh@l8z@n9 zI00HiS4LDia3>M38z4sSgnAX)$+0R0|GsDMUQpX}pg@C)!@V*%xO@a3hZcIxQ2+zH zB#(f>f_5Fa&r=o3pe~ymp5!T6?txEF=s<+kJEsjw8^6~T7+Dn`ryx9dViERTG1?=* zFqjuQ!Tdq}ERK7)xv>tXQclM6Ba!NGtmTDr;_Fo@5XnFh6IP0&Re=26N1F1`&q4uo?-{^@*-s`F450lCydUV;mVBQ(oYLvIg*`!JMa zP^`}yp+Q87AB-T#Gw4<)eI{Qj>#FXZbQZVeI|ptCHHhl(->-4uK?^}oi2=MX?SxJX zRNL>ImB+3fhDwGwvp_LuJaG04w7%<|X8;}zN8=z9IvxY2YIGU=1ns3)B=?u0tvyRq zzn&dS42br2ZyczjeO)XLEH{f*tjq0wgZ67BAOs1 zeX60mJ6Zs0>`U8XbrElNFuS$Y%1w8Oz@Kq|vn-p?6+fvg90e1C#t(xE58Y8GNl8hx zGr&jw0Ah9#wmC&%{UpSnou1@oTS%XKgA8b4j-Y((jPpf<4t24epzg+iddVBObU?#v z<;Jhl8e+M7io>1#upwy6DXBKdM;-&w4TU(xxE)At^6if`aT{|fkYWnV75~!!P+ME8 zPRE)Hjb=4al}NxtD@qXhtD8PTPq#s@P2@Th2hopiZb0R=e5y}CGO#BxkteW66w1{? zYjq3HpF>{`+R-@aLhDTnm2kAGW?Q-j7jsEx1n(+E%>QNSt69Cofm>z}o}GLrWDtUK$bM;mVGd zz>;&66B)gh8x407UvNx2MXo{_4((AGSXt@DPcZ^PBvg3bSsGJdRG`RiqEmuiiz#zx z4Lj1bK!fbe0}(#QNK7RdE%BjU$)LTO(*2hlq|&(5h@p6+MufrAEVz z{h-dcn_`wq5AhgTxy_ z7BOA9(Xq+el@Sh>57FTtk7h002G9@A%L(Rsq<&UXLSjOe&YLm4V|*Gta|%33dEq5Q zV6>hI`=p%NF`HYCfWi&E=4d+#FWyjJ|Dm-Ew1<72;6RMFqBfzhK~hk5d^!r1JQAD> zoQ9L(Qr&VXfVPv)tIn9s6Hp!b3MU)Pfp+yif_LP?&0rBZ|a%%hn!*0O8`QPnztOa1E5W6lBs^}0b6n0z|CUhbFsMb(e7t4v8 zXWXPbjej1e@kUoym!+#T8Cv09K#LD_@33{rG<`vk!_QFneF{m72b=(%1_(z11~_~U z2B<7F>Y=lSKn0CKJW88Kpw8jDms7cbB#TN9=#h?;7kd!nyzFd7$SbD{E7wm!FGw8` ztR^yD?lgg>7bozAJ_%8o5Zc0 z03(2(3&S}FD3n7I1*NWdhgD%1z!`%6#N?Bly z*~eavXaH+MTScHI04F-oLX}Ez)7%?tsDwlBCa9G`b8_et`!GbHX6$3`5HZzJERe}5 zD`VfBH{3jg?iTc^$heL`e+Rk?N?-roFGLw!H@%*!1w{j15TuniGJq$;`bW8I(!?tP z5PLx1E*vD~Krvp=(2!W~9>QDP7bc(X&jvgm?ZO40zf6RLPu62e1lsLP&_;r9Xf};` z4=fs1ml+}>YTq(lf!M^hF?8lU10(uUXoE*)M~eJajbL7s-U2T3c-;i{gdTnZ93htPk;Ti*tx{xiY!zZ)A*x(G&c%3s6i9k;d)bC>; zKM4R2d+A|5H{!vX3=KXo6LbgiZ`%wopFOU!AMIoSsJR?$GDzv^>_mg<#c~5q>Ljq# zNu;)0qFV#aCoP?TiUu4toa&QFJ9C zCX|LO!VCa8(Jl<=y#xSdgACeOAq@2U8ZwzYxoImA13ZNt+zK|4r!gnH!v&QT;P3(z zjG+6ZICl}mj2iIkNohJH-X5LK{vwNB^p8O6NkHF{IxQZ6Ozoa`|0{lXYgkwq+N1`v z1nK6(LmmDws5wKR-VYTl%mM*zHUWYI1q>N?K1Ad;Y!k|5p$Rw$?N47`AFV{^20c&0 z8+~BmkR>Zat=g@eBTRKj{qcNEbtvQjkXhMkoc{mXyV9_xt~7iRg{riQ^{J?(SPW{b zMSN6T(25q9xKRZ}QzDx}g+ibdBhZAnOb2SE8aFzl#TKC^7#Y;a))=gVs3@SaSO|-P z0#OLcl0vq5&rL$-htJIO%rl)o!}*g-?#;dDeCIpg@_z5R6wHLLA>JE?m^-i?SS6`; zo$-JLp{Jm}kZ_sFYB}M!Mh?J#cFF`<4)`hk|SZ+U&d&S;hw>2ZMRdkQwYLyVD_; z;@lkY=Rp*$lfSQ9F9cFR@+=yS0`?S=L`?lKkV&wUj!$w6%;;n25|`iDavqQr_Cw1E zQ?oKG^DgD`3}VH$iYZuB4v21Ya&t*8-s~LyK46t%ghj#7KSc(X%l3|xgV?JCn_>F974K|Je+iwAj(f5aDql)F%JyHV??C>jg^|b*y-H)Q(8;PeIluF zPOH3oT0!&{$Q!OmE6_NrYJn9HVPYjN>)cEUMpk_0O2R&}vmGVngP;e1C2%UK@P26s zC|VF>n8j2ePNWE#8U+=>n;3#|0xl+^x!P9ce*s<$VLCy_$XMPC1GNY<*WBOTO4g6H zwKYB**BdNBV|amAo{+i&_dSXlYfBcT2uM~ld?wKw!WThL;kCzQ8mvmBmefiZ0Yn{y zUk@*i*d6D-Mi~`rv)MU&9`u4}B6?(x$i`hn#+(V$MqWBW_M81!^Q_)Avb?MeFqX{D5+IA>lov0_IisGaCz&AVzQk01G=mrzjFCAoEB4&;xkX zMZ&*Eq=yHHQjdZi{IIt6YrIF`-~{Z4up?rfSOee&&=%6qsgFJs^ z-cl?Z@Y|w^B55ypUVoaD1mlbv)xF5vX7GbRH~_zYj&FYnkVA4knFIi*LR(${dX5tG`yM(RCsm2DBI0DN5#+I@=Cak^+S{lgmt{fDJNYVlY zJYDT0*}_rTvf-?7zmiLqlvmbfk)n(jsW_knwHC2-tVRQ`aCR4~O#>DnZj4UJbvzgv zBt<`{us0!^9#0jN31{oTkLNdt_=ugrpCEz3z`($jy>%)z;+@3aO5SB4%MGoh@*TP-c zZnA$edaXKH^$WCkapxrCS?czA!hSj64~=pRa=FdD(-Qd{V4wHeJk~JdC1(h0=mz_j z?49ZSYwNArU|9%(mTrRV!;D)uJtsM|yFP~vxhB7I&(y=B3Qz-|Q@ou!i`mVlXN?cM zXxWpL#9*${!Nbxmv$4h6tWX~dZoN@qP#g4(`|miJzie6Xt3|w4YvH^~`^MmJZZ6<7 z7Tb0vaJvS-tMeY-X83tONK15cDeipS*LB3YZQBW5VmjZXe3TcbrN57jD-GuwO+zU9 zVjccPv6B1E5_bgf_PxkC>6RLQ660kn_L?7&zhm2#1xhY)4Ro6!TbuDRs6}PhORpDv zHzk`dH`HvBlg(9hb8kl`opnSWT!|$~Hvy9%O2)%Kej#{N-e4CkL}kW9$RHbf=yv8Z z*?F=qFJ|t@hgS zjA3TG$gnl*&6H%bdQi;aK-TEC#&OUpj{30gZF*avxFmu z#n;3(nETtLh_N(3{FNPAKei(4_GI%wPbIwS?!xnTc!EVeyfj98fwQFlt2k3%wpR%B zNFY2v^sSoyuI$-6{x=QkM$f4l7aNh-+vlsm)ZZ$}l~K-GnRNHdmhLbgnQ%vJnI!z-=XA=!&1tneQfl54ew?fjRZe>zilN ze)q>#|9VOwzkeeSqtG0ek{+OyXGmQKx*w&NbOhQ}-)Jy?Ni}_*C0-rO$+I_^f};Ey zmZtRKWQ;+)cw&O7H-gfLe7^>Vgy0?l|Hr@{-(!n?Hc`LM64xVuWuYzk(--q z@bg)g7G$z_f_0Cqkxi>J-#(?Zif4s$wp5jPb(ne?HOHsQ8c7OggUoH4yPT)#bI4LA z{C+x678e!O6{Wm4(<{Z^-o74N<+LlpJ4(GeO;3-S<6Y&36smE6bi>WqATL_~+1M9P^K7u(rwy043PwNGz4 zz&d?bQ&Yekb)Yb2d_`L9vueqqK)b6Atc3ZuLc%*T7?b0)Ap^I6{>h{qO^dV=F+YCy z?!IQ^p3Cm?QbSLd3iOS5#f?rW4X?TCYIEJU;DRQ|Cqi27+P&~XVti+}sdHV~Vr4T! z<@BpWoD0HmA{SZFrTp^VG{18K{j$q=3xMAz{{D#~>F)WrLWO=3v6LYahZ@RP*2IQN zq$?ZMq1RnbZK+BJn(;s!e|hVyji|?!e-*eDI{ATcR+?6KoRJ0CVJ1+GhA@+#*mDCp zWG=SSzYNORoxnBrqg_Aqo6p d5-4(d;mLLp@7*4$2qF(*uH5KxVMV~ce*nc@){p=I literal 0 HcmV?d00001 diff --git a/predicators/envs/assets/imgs/raw_patty.png b/predicators/envs/assets/imgs/raw_patty.png new file mode 100644 index 0000000000000000000000000000000000000000..520d113d97ff5bd2950becc214e8838b2ecc30da GIT binary patch literal 7103 zcmbt(_dDDD7xyO-L@1$3)QDM9RFu|=?Y3&yt*9DJtx~i0-g~Q}_I8(|sG>DXlo&;$ zMbMfp5qpov_xTf^=Umr$pWn`Po&7rR6K9~OaSe781^~b{Elo9}D;fGfhEiRs;(?A8%_`WcuVzA5s{J1d1bj6Z-w(AkN1{&=x zmDohByu^me_P1}_-?n{dA@1kxE~cFR*VeZF`M<;eEdNa@JvBT;lE1gE76g#V1-p+& zDQ^FNkmVx`?SPW7}6U8Fj0>~D0{E&E!LKU!zU2<1h&H&@0 z0_2c`?}n1Lv*r4nVci9jONIX53w**L|@HjRvdMXLPv;>~(mh~y}F4To-0-@a6s-qG{+Mxb1Sz!)2 z`d=l=@|Heuh<_#r49w>%#s>At-5VgydiGArmLf7p`T^kjy3MKqYb5XLe|b*tIG<&zKw; zVHh(Z-HVva4~tXv1=l-1vbFw*wMLF9Gi;46wbtJ@EvEgL2I0J!Lear;icZ>vUHZ+IyV#4> zAs@1fLUlty4iNZkxjzL~5~A8w{+Y}l7seb8u&Bi1AKo=FitZo`t0M-?;dy`a3Njru zY>}-EYqwBGFJFtZ{ub%oM1LT5qaP&2(YGuF;P*mk&MrBAu`C3KAaGVEeZ#{SW+^W= z!CRnN=uP3h6v`t(W&X_6nJE^z|5zZp`qd2-*;A@aDn-|+xOpdo7!Cu1%A#@}k~Ipa zGQcEmHN_z`emCyL1V%$q>sta=4)6Jaz}bNkkdX+?@ zw!EJ}fO)gSYIR@KhfI$RKX7@yL5g*L@A;f{fofP5ILgbDqXy-5jxLYN{+Hi^NxxgQY9ea?WQQpi#2 z_{GoNn}XfF^}A9f3(pwr-1)thFO$lAL?wTly9(qa4C&&1(~3m8XvsK`N&;e6AGw@8 z;N3O^OdTZMs)_!@FYt=)hfJ)`88b5_P?3T><2RGKG+gNX9peMlY1M#_2DG3twPop@ zAg~0LBNgx2AH|=}Vu}w_I*#PdFYx0*OA%+=eSPZk&(H3H$e_@2lk1OI#iXBdut8<6 znZufT;pW=#R~HwSxux|i$;3FqsZ%}+Q1rTNEx!TqHR2un`(?G&w2o&_GMnu%fMUt} zJwPPRb)UGjoOOL#fr{NQ+xeqkQ|GD^&=CjT>gh{(y)dP~(DOJur%p_?tIIf-j}e(Bo__p3J3sKTvh;1ipPb9g)KpBK+K1jr2cE_YQEFqBKPE?;RJI7q^pZl`fy6K@l>{13`^Aht zPxBBFLPzm&*170kBqw7{E zAu(@0ujBLE=1MQ;dDjD{x}YG78P$n4`Xe!lGWqg&Jy9d+#k?>Br=|X)l>n%Gl5#GR zO;-+Dyf<@dUi|A+s77@>|6YaCb-w5*&yS6bv_s`+O`e4x!$CP)WszAWiE=s(7I#Bk z?#ghc#jaI9NKpP@@J?%TW# z9G#fvlQo;*Zuol4&&SyO-f0&GuXzfk*xjE5LYdHlR+Ms9uWZaSDyKzB2cEHHm5nc7 zEx=~W9zD=zYW?BS9)eM(9YkJd&@WF_KPS!~k~hddu3}wnsG7(6L;mT1U|?~!;l-`A zB`Ph2C*xOuN!{onJNkpB9)M&xu4RYkIEO`+38mr*;8pV+ z`jc6|(^7{yKVO{YC;(+|GJ*~u40W3UaJ98^Ho^hM7{?7rsvym^(bt>!HF?}Rr9$&d zWm@HR>e(x|npJEzI^dGMhIet9C%rD|)>1OZ()_Qcr1T{`QZ${G2tCr&R0}8pr;aI3 zJHH1H&i)0EL1)>jV5M-+P<6|yKWS>FRZ~g;gl6NGc!fB38S_2yZfy}y=z(M8#&aD40Qy6 zWKqcQU12aFB0*>mvZ&H<&;aEYr&y+QwRf-*NHdKpu`zl{GNn;nDxaf=yWOnZ8}Zor zv)oE|9@w@u0{O=Hzh|f>9Pthca%WQISycCm+eu!x*~fX(l`8>t*}MNbDKCHk3dJLl zh4b561C&StXl)7gqFUT^hV;v_B_%kQQz8NVydWk*rrUmhOU^J>m~;y$7=JIIiTXy< z`&Bg7t#+cP*_&24pCuDx9?&vkQ>xe%(GB#`O%myY&I+I-4KLZ!p`|(mh0ZAs_@=bL);tf4_4I7TZJ1> zk4y+v^kQO?ht9%sSCcpk1tE#eYn3PftZ$=>&rK+bR9bLc`y{;+%tgtl#(X5#EAp6o z014je^_J zJ?rO{XmoV>EE0i@@eOygBaFzuI_FNSY>*zW)>}_`OWDD0#}>PVLtf6$7;0l_EvOKs9Sj+1l^Erej;}%g z;JT%m5cu5cpEXB*Y)QHKt2qJildE*4y*1Wg8A1(_VFVV+1)j=`E5xs!{L)l158*bEzq?v zvbZWE0@zd?PUeuh0g`#7$qOBsnd{F=rG)HD$R+i=S~N}S0pYv@e8RUHsjfz6-fB4o zS!t#R(Jp~72e`ydkmSWwfZ5&Ic=1;Uos<;ULV%c9Da+ArTgAiPu4-g(j@K7KC~}ll zdAWl!Lo*(Hg~}Wt3XoSFi9NE2)dSthntHy6xrfLO>_=+iliB${vbYU#1Jj|)v+WCp zxbN-2K7PM4AtE9}W#P0=q>=2mnnm|tdEQqGBbCJ8C;znC?R-;r5QH)M-F*D;$BD+3 zO!iw*fGSDseWO>MCGW4^d^)$We>8V+hci$Man{G`Iv;qr_<~^=uma;Bcca3>X@f(F zB2n)2b#sp^r7Su!PYZljW|Un0sqHs%c+K}3iS}GU z*b0#fTEob(hv*TW$(sb38e~RSD>cZ}OxpN;F>(hKYAp?yp*8_J?!P-X zB~yYNWzg2BL=P0O8ay z$G*^w?k{y6WL_P-Yr49i71twsWtsgBDZr@5G-ejzyhrURY%~9t!7ap|6@a7qhW6W1 zpDL1f4{@BHI%9>VuwSD8r1`;dgVHfGZ{8%avx;#&M@1a0l1c}7^E1o zg+}&nN4VpXSb=DUo;75VX4MDsu1W6r2)D_D;if8i6WWiaDGS0;Hd)GWPP6)oae=Cu7u>rWC1 z6~G@?&rI-#G-)JpqzoS9G|0UxYyfxZ%=7kK>z$>nuRlDG;+9iL0mjmdwCzkt#k!xHBoac-CEhe~{ z|G0-v;|S4}F8G`M*cv-HRo-8ea|e#&stE8%Xu+`sVHhn#d` z=Mn(=-n1Ia4Z^$^StXGAJfg*1=gg5)^N|9fo!8(VPW+6;X0$f7l$sH-k&#_RLTDim zQ@ag%>{9<2`#X!dw@(y(n&2NNYgA!jF6lN>GH(!|ei6@B_bO^GDl>Xz$USYI!WMwv zFL{a}Wt|tny=7z?!NLUaGs@R+aNV-D`(hVz{}_x`z$=;nu_R%-uaxlpUHsQ#_)2Jw zs+xl@*I#qKW|kSpaOt7#{QYZf4NcPfI%u(2=((VygO;vKCWqs{p(~U38o4oun-Bq{e z&+h8f@*MaqFHXgzX3piJt!CQ|p(!J93)6W=iyv$AjKz;So$9Hu(Xc;b^ZvawV7!-M zbSQ7ZF^p~{(q1ndUN&3z4H&EZJ}f#*ocl*i%VAXbFHKlEI-Dg2shPz(0DEX+yxKaP zpMgIkv65%~LDwxfuD=cH94B?`e6TxBQrlaZWd5+}_jG)BuPjoq>_M%-B8PXhsxw2h zakd9q8-^a-AChiyJs8eV&Kfn2y!rS2W|ZOW(yZeF9O@sLX4h+rhS|Oc+tlVZt>3em z?LN3?)z-amopO=?QD%9zRV>T{M@1!*e^wx47dM|Mj_w8*Xu%mHF6SNv5HIDcNon#y z4vy9DdZt^TO|#pWcYX?t&|&}BIkZBi)EdVO5tBhpD2Vgb=Gntc2BxqZn!5PA>1p!T zyfjC=Py!5cGD5O$ITYQInWRX1f$>sxj{i_XW zyhNHGP~%rA9~-mer8J|OZ=vq4D-n_jR{Ru^>RRQ` zoaomNMulwT^k&strXJ7CnY19C{|pCr-mq^S#Y60pn<}za+mp$B2Jw;HzZ|csG`edl zR*=7XiLm33VZK@_eu9teFYWhNVqEnME)Jv*>_WB%U-cOr&x6LQQ1Tm)?zH6|f8!Op zOw_!4Zg;Zx{@hI2*So#a33&4*0xy#2OSSv7RGBtOR#n>1K|bXC4+GPd z762{N$t^(oV&{wn1g7_=J7`>Ldq=E&YwSf^SlZ3n#GpV?lp8$2F58R4wRw=7g=NMv>uFMaAlJK_<4hH{kS0|C$7jFm03e)>-A5 z=#IRI4p8gk@AQt9+YkNc~D^7FwX$40Vj!~@&mDIMXJfcN&Cr^SQTJ;wcj4wR< z@prf|d-*6weYel~ZvI#Y0anb5r5)%w_Lo*%0P&Fh%%VG#DGz zr>B>};c9UHqF0ewOxoH|!(eJRvvTJl`Gi3!LXUWafe9aFf%?*EY#@V2=8L==l=s`@ zoe%smBegYegt~oumd7=O)Mvw2XOsFMY!2MmP0T^g)_EQ{9lUo#7G^C6>K70=*AAdQ2BV|uIG=5|V z3qPym{=^AP7p(p*5HsJ07Ko_!W;7A}5t&hCf|~31NA^YJ9P<-6B7FB&UY#;ZORs#p zmA*V^!O{kYIPCRjUHVDNEfI>{4pK$@Ram_AhYbFUQ%Kd)R4(tizwE9S>5s6^E{h4* za!=d!&fO_(1Bb*YcMcOSaIQ7P3kEB&Ugp0Z&&4meiz3$bLvlk8DU@b*zrnz8s9pH* z?Q*3`LmXOb2y-w6!qfGBsvC1O>>y!hN+vZ9k~2zPzAQJRw^Nsg{R)7c+r&G^GyB#u zn>XL3eQwX3KDXZf+WvzTv&Y`?5dLgiq|f!!C%^SM%)0=~-E3c*<^D>gJrLmF$0hZt zlv8doQw{ZHJ4X%Ut)<{&-VE({)b`siGjy7h&JaOsB`kyz*Br0TiWk~a26lRWxa7vp zw!U+}|26T2xS^yhu993kcNT|BkkcQ+keB#W;HVdW&4m|5+6~`_vy>R{Q?Auh+}@Ly zEP-zz=;^Q`Z7KhLdoI9u4Dxr!1dR75hVwzLdK+Cz6+Kh90fCasiZhV8wHYG>i%*yh zU)v6tu*WGL{?30BW7M|V{mDwe-(~qv2oE%5wMsoK6Z%TMY%=)BG*xMB-B2>Yx<*bi z2*zvSKrlqaY;GN8qLd@e5nVDdLR)D!DE)CuNQZJbrDf~CqEH6AIWK2_4|`p)p?{yo zpPzPh$!06!bULYfrcU3Uy|F*0Ew{h>S|McrPp2~Y5*GOnx&s8zy;N8Hb+VO5wFCv5NOY1q8TGF`MK^vJwML{peb)LYs0 z;R~@pLUzXg{=LkeaJ2s&=lGBeo_zeyD&)1bfAkPCpo6OC8v64q=>BK#G~>s*^Hzw; zG^cX-@lB#k<*WRxS@V~>bQzdjyfe)aUB+qa6+XYn_vD)6!}xifh|f`0wbWqFU6jul z0Dmci&Cn+g{e_J^w9-?fJT*x|Er6|2d=~Fvq)r*!91Mz$#Nw(OGR+fu%z#;e5|z+A z7Nb+``++>m?vBoQe7}qbAk0%!whdxm=kVE0#A3O$g|Ro56mal5)BYf|Jqq8V;I%sP zLz1++;w1=B9}f&Bb@D4IK8RF({Dyx+%<8xLj}uUrW9a|f&CEQ-DFQw($@t-QAH*z#QR5(W6yj$g5dFsg;*cezqe zFhxkk9yKO!+degnSdh9tQE0u8ME#nfsOAm#f<*G47OkQoJYyJ(vaevM;sYhm=`eI- zd9U5{;){;W?2x~UJ}&1cGDoTIVvB-)qV^*{r)=aH=nTZBmM+M$`T~DCk1E%ww|CrgY83> v`FSq;YteMkr4a~W4<-j^i_A-Y0sw#v zAT2JU=8<)g?U{zP^rz)YwQB~U0RTBl(~p#i5fumuBw(RAB}6{95!Fa7Q^vfb&aiBZ zGG`5^VO1_Pyrt=`0m&8&175I{n#IwyVa!*bv_Zy?n`b`$NOZfCu1~J+*{3<}wUI)d z=QT%M`ak`CrX2BqH!4J-AM%W~Bc{ljQ|^x|q*4P=f+)zIo_hp^1-I488fnErIC^&IF$MCngp5@h${4#!`|{OLG?nssgD54&JT6u-!&4+=x{pSdeL4EUU{SX87|G2{ zD@cuBdI+5t6%JY*a=G}*j1?_Lgu)r=uSXR=_;C8g@ZEGfKD?WUocaqC@e|OU`w7#j zsT*v~>P>mJ!<-=3JXt%PlaM>4{3%RF#<)@)l@JVo0j`SR9{>8aVuwYXmo20eIXg+^ zWTfSAw95Du#4ok8F`A%l5c!L|L8g!M*wc)yYBjBH9WoiT+`Eff%{=!N%IWE|F;PJ%KEBdfVN!_>vq?PJKPJNf! zC&a69sC|7*>#Arn!)OLl^)`-h88Ga`uF8696iXm@4pd}L`zSZX$@Ou9xYKS@H#Vib z@5EHX*3@k3!=uFoF=U~ z6nt$LmcTu+*8sf#^>m0=>4x$E|By5RmuR=+<{sgd660XRDvTq7YVPW@DZGF0huv>@ z^6ed~SclHDQuPTkes!MDfU(G`O3OVV-kB#9v0$#F8)#8VMmR-{QN zT-J5KdXChyImxZK_)fS)p*C+53K*e%H&Ch`kQBgRby%9(%T=!ygYKFK& zurA^{y$d%Xu%CPr0MYwbe4Q7a>smGS&%CrkXK8FnBD(q}0AR#>M*+7Em+zj7l<9eh zAn9$3wP$wZefI`+S2V4fK_Ppr4`}!`bV@YExh^nx0hm%h&CiD&Foh)8(AuS&;MhlB zNqUQDSK2$3p9Ie-J8Uruht>UErJ6~lG9Cl~hJ!!h!SaWxR zbw!M3vsh8idG!5#DJ&0m%1HF;6K7E%20TXH$Bpplir^x|QfuJJpiOISA4RkwW}xzr z{qWNhTX#=r1O_V8cQ?*^ad-)8_3weU6^OsfIeVK!;?$A)2;KN2tZ^!<&_UCiBvNzQflPc#VPZPr- z6khHQ6#RGWrr5CHj|43M0Ll>@??vt*&@nepAkl~|#gj3sb2ePYkxKXmJ_d%>9_O}X zqpM*GcA43s<_%$|1#P=e!wbpl`xt7j=Agn1d*z?L9i9Y7?uxWxjda ziS;+wtQ=@|!f z-til<1My`$IqMU&WT~2Q`AEDS<>hYG^2o@JO1YQiReo3+aGFD#|3D>EnRkb>vVRl% z*ZO=>{KIWebClp+oPB%g;iE9vm#0ljyaH46FUs_$f;4ew2ZltI>1{i(Nc>9}`D5paH zezU(j=?uWJwx4!8YzCUkN(GeJ|cESvh$w7QH>#vkKCD_6In^gfD91P z@dB922nble86#~XE;jTViWSBuPmD>=nFVPPmRZ>4%2RU{sjNHTDoWu3^aWz^9g&>-& zw&mg=b!54LS1B@HSaJFSZQa+8UTlGtmW-S70aslyg+SOk(jUu%`0Y8+Z=Z(cPzcXz z@1|s`bF(>>lQK(&rz?8%nCKJ6g0$>UQb4 zkB_k&!djKwhU}1xStYP&-yC_`-DxVQzg3Vh0cNJr-c;;Z>Wk=_YyZDKO8x~Ec{&A` zE;l`LNJJG5QZie}QMmt}!6Hl8?FWmeq2i%SDaqpfwq-k8)E{;ma1(Wm>!a+9>f(DW zz)~^Cy`m&}*aIT}=HC%f^3Wv3%#2Rx8R)@x0rkCfz##}9-+#%}zV9buE-#y&L##ry z0WZ~SfAIJ-T;(#Kc_#Gxv)|%;{B6u{n3J$j8Q^&42emIZeV4qi)%3pqOj)jQ*C-ak)ym3t>DJ@xwH8N(`0qPiqt)Lg0$>T^lOGv@1vA9uw-wAI==rX4a`jSY=! zUVx)M`&`Oou4!2Fv(N`u6U;nD=@eW8BM~3EjStZix9_MY_UrB%Ho`Mh3Vv$T5^lC> z?~Iyt*wM~2Sz5bK>}WjBU(R#t)~=ZCKA5OSMI5*}AN%!Rk=HTjiqq+0PRTlal;2dg z7`3*`!1IkG<@KkiG+fxzKH8#&VEqCWBRK&!wwgL^|9PvYI^?kB3;cOi zC{!wX7v-z68H? zUSS!bTSdO6GpdzOk~$`S=8oOao8AeeF-y2bP0m00>9_z-tQR^)an{7YZcS-F7r%Qq z=NDO>;GhU~U{J>W9TTI(Ivl;Lw0v7ROfuji$-r^g2j9l!FFu+?3#Scyb_5<4>w4e6 z4@jPeF9bNHb-`!hUjXJN#;N$|H^G1kxW9Z5h0_TB+5me$+M!C(qbgS^N`lam zZ4L@-ugGbv6?v2*zJQ~$$HUoao|(U*app zckslX2w8P}(8eVc-mRe7Mfo3NbC_%u5~Wg;@BpUJ;SGz_K;zpg5r}HTLimOe$aysk_@RIxCkEvY?(*w2zCX=V>W>`FG5f4GpopcAA%Pq zP&2a$tu<#PDwCi!=00UK?-mmyZ{qln#cXLbE6bBnov46@+3$ZY8g8<1I#MV=79RAF z_Sw;t%+2u6l_(f?({Ekq*-B+>q{8VyOXThWCR{6CW?vEaOWh6N0gJw5~%y7#~L zs|zJ6^WF6If9@_Vw;ahH%}Qv%#n9Xcn0!nd+DYHXG)u**?AypO4bVr45LDb^Bnrw% zAk2sZi0d16oo5IFEyR0B^tad>gVv=fP0m(Hwmbw#c3(56Ndmm3d>lShZ(@$WUj{9J zt8%i}>IRCQi5j4kaJZpPbZb?lu6yg#a>sI0*6W!4bt2h)*2j9yspmEsJL z#vC1e2|9IqplB)mh`^m+vKfOcKk9uAGm7ztYr!Dy{cy{PW*lRuZ&JynBA8> z22Mcy>q7+z#op*@@nCeT3)-{V~jQ4 zb~pqf^PG9y*jn9%Y#(D#1@)u|smFc;agz^E7c1N%L#%77X+h+=y5JR%erc_4NE&`BFd}M#TCEkRZ3Ss5o!H{JU zcw%-4c8FUNcv_Sm+9s|mB8yq-Z*^xigpjX~(Rx|i>8?jzlSpBmsm^TFNT?n&V`1rkhE9296hPW%)T z-ulc4s`U36i5}@!*Abpm&%JEyYlV5tKaP;54~HE2iF$07pood(f0LE8bnk-9UDJVy z>WIozFmoh?eMfM!PU*k;1vA|F;LzKgLEc`e3l|XZRwqq$=thysy0lp z(CiF!Y1;8sRcRg}DckrN9|;Kk7e&_v^;iZRoEP<-1F|=dvtMN!SFMJ?VHdN^j(*fz zp$YCF9prtV4g|)QEj!imJZ8KoS!kFuTVN09)nCo^(HsnUpkLoXx@VR8xcqX41fX#U zAlz5M=|ym_62-K!|Ey!jP5tJ_mZ{)~7%dWWc|=L2aSRM&?EY~z3hGtx@}X-qI-G{{)t$B1}Ctt07M1lQtz>8YvP zSJeai!tTdID%!4rTn?UIJFOdiHPO_VYi$$C(fQQmH8REb$ZTM%ZR||2(E^WHaAmIAj5C#!;G| zN!&hiPs7vXe6tuOzc&{lMHr~p>(q09q{H`2*O{Sin>DX{k9F|;7_yKVd;&GD1hG+d zc7AgUz$u+=Wpjth_%{9RB-s+KW|A1)@ z>er{$-|-yo>5>-d9P(+OZfz}eO`XT(0TI9Z&(mEV5FJf`(O$2x>V-1H^x+fM#0-#1 zv{;a9KV>?pGlKehu|1@ z_vpGLl?eO1NI|6SGVWzUo6Z+yN!@=UtmVQ?ZD3Bh25Sde`oos_P$cF z3WElV{6Qz=dj!`96(Nn{a_C~S<6(Y~h0~B$Hbr}b0Ndaa;%KuI6m+Nofj*|V#Up2$ z6|%8bZ%>mqwCct&%B(@Ob9pE0IIQZE6JwT--z}1Lb}@4*%vcHevl0I>t&z|98}5efOJ(fu?qP)~1*kOuhS|`j+h5Uy zj*{eUCz{7R-XNo>4rbGJU)DIHh{k%Mc^Tiq8FWhFOmrHlBv5?z@b(gshhto28{N-m zx}P5SyOX7p>4|DGKgs5A4qFKQcg?baNF+XFuE$bsRMFB3XEtwd9##TE83v-H4l~0~ z1c80i{4jjU#K^hW954lM_r$90@6OlTklI|$qvK5#<*^R7kh|QLOgso(DBbLBY2iQW zWtG>8a;6?cNDMrKOb_Lrn`$~eMVEhg{W$v~oJcPMp-iIXmxjy5h0bbKnJ)i5Wb2MF zv-RnMw}C(??OrZjei<1EfI3g1A?7fV8jH-#@UU>;<5D=CNQXS%6y`0jLcQJp3-g$s zyVEjp4l<8Rh5@K847u&NI+gK6bvNeRg&sOjJ&TUtHawK759A-RFx%Q6Zgh=Zou1(r z=qPVDCS)s?ClM;eMKA;$c&~Z58xkhMygpw!1xL|2XVy?=uC8DmE>%x;Hna$wyuXc+ z85jQEwxZ%g?%mM}$**~?Am8cw<+sUqd~{F2#U6U(+&4>fE8r$+#NQZ<3@)}fx#Z+r zhEZwGWTp?QS8ED#jZ3Zs9IIshbx>tAN>}CA%P`XOXU2T>PMh7DxbD83R(QNj##8xy zrj-`m1ms+T{i8-oR#4>SfGc&XvB}?!ME;fP%QrI%RAF40SO*XM!4@@H9+B0!s@j`| z?vg!zsa#c-y56B)AKYJvS@#dT*KN>(r6CNm+2poTZ|IQzQuAnG&UHNf`6(>0nFFjd zrb-dp#kRI@U@8iLr{XP%InM^;_~j$a%t9U{hB-YnDWtmY+T!I1A?H{3MD7kSuLhc#rt@BNr7CX(F{OpdVY=t8lkEy#_7~;Sx$R z7m<~uyL20lR)WM>!j>^QB;cLK2HT~;lIUc?3Lc=hgG=!_GwznN zPSUF_x;Rc{)Sz5wPi zjm9xaCzp#JiO~MR8D-iYvSd8Zk2^$vrdpGKIaU_~C2IRFXh#yO$U)VMHsKITz-_Vy zvDUY6`W+7mfKcOAL3?uk_wOnL zC$EB|4nS?q_azt*4pnS$@!87fi`$U$l1UZF4p7Q+pqMN{f!Cz~cL>~5JFAx_Az!6J zzUdJi75eYrur7I31=#^MST15SXObjcal+Dj&GKrkNjazXwpW`Co!}p)vB8g6&8sR-oBBzOF>-W4=3^zGZwO4kQ>MM zj*_`cS1;>q!7V>nS3^iWIHB1uXb(YRYnxpcs-aWLSud+FaWby@goW}s5&2Weqjv$U ztI-156umg`6U3H?U$om0^k+_qz06Grg%R*7KTSaacPQKcF#-aAqJkhHZn6f7-_7qf za97Hg6Hma#psx1hH%jkZJ0$5}F`|91EyU_V)t!uDp!m{h8V4o%-CcJ?zfuhP2=!Fzc9U=M&- zPhQ#x4}D=F@U9l`L0Qm5<^7*ZHN-J2uL}c^IKIng0Rz&YO2>_Eh6zx1{L0WL-I_c- za04>zm-BnBCPE`L$hXzd91UC4py{An_M=88Yze$O31j*oafBCEEF5Fa$O*rb>R2y8 zbWHN!mS0u3Wf8DaWVHi|J#j#pD6!=P_ezCvuwvB(pr3!10ramY^p{jUC42pfh_foz z!c>Qxhd9h~fP%K5c2*~yL4Tn8dLMzYB|uIY3fQZC_uP`=;3klcCl|M`sI5J~wL&6! zz&$_jw(XkMhv%^0&`b6^7|_$8z!S2fZhCf`mf*a8HA_B zU&42Ij(XW7MUsfF{Zu>ggXM4k;+$KhZ`|Pe#NN-I&wl^#8Z1hKH~qr{VqJOLU;nGJ z9N;tFIE<>qTZGebV?l``153)rx+z8f($n;=#b+Jk7ZdJ;*`I*w^+NQH67ECNC(OPl zBcAA{^MV#s_jGMR-k-UWO9{IMj14!2h3i|98JV)=QE9V{4tLt?w-x{>3u^jf^$pN* zH;Q?zivUuu%_P0D-NlLrxfTO z=-(>2H8>)Bfn<@*hv|iYQSxgNL>vpQ_z7nyGE9Ph`Perbp5Qki66X4Wk3qk4%`|rT z5a>u2oj)ITjg9xbrZ(|BdCc<~yoC7Bq8_0n1Qq9F*aQX8vp+Cj#k`F$+C8Fr{|;i= z8Ttx!&(}q1ZeK!@XcF(uxUH~6kVMeC%JYh*^!W%otH-pEN}M>94Qa}p(26x_)8Wf< zNfFM6=`PEyXTO92K-1&D%z#x?r57m&ihpwownnCn6O~|>iCLIQX~j~|ZSQn^EoFDu zry@#eThURIOiE!^U3*625wm(rjLR@jr=Ih;J`}B=cmEDMR2smg*c35XH{X?#kPc=A zz5&R&Re!w6l~}?pkJ4k#t_UL1UD1ES+ zu4-e+iyD2PSEg701?2g)yg0?42m2DTxtuez6jXf63UcaXq!UR8sxd8!^`fia2!$K} z8LzHi?beyqvN15Vtq8SaU~fHhkYd2^-PyAffv-3MxY5OYqDwByph}2JK~|)Q>6*UE z_iiESrou->oiqO=i!Mu^Gyt;?b^wR}TEt0(vsbY;QX}>ot%H zWSL%>1MnkXWdL5BDy<&8ELz!tD%@501XD38G=wXI&21Az!~-?(dpnyiesswc1D3=9 zLEB8izI%wU$)7moyQ}1@@%@x^Ze6g*uxu{FJ?ur_E`O>;S_`Q#ioT%M|LpF@?^9Gi zBO{s|{L87Y(xO`DuX-EpwnZZ{)qHOC1_*-Wsh|dV7)?w(eVN=n?#1Z1iBV(HHQ;rV zgl5r5hN1rME zGPGeog|wpvD*)wd=fGz%J><%C6eA4fqusEALTzr0-S_S;KV{!t8%%-ph4V|ZS$*{VtllNoGB?O&3 z19DN82*f-PfyS8mwvFe%eOi;0R2f$rNNlJlN)jH2dFA-+4KP{U97)(EaaGgy1}T_7 zQ0udRfcr5g=b_TqyL2aN+gck73w^@q3v?X_<^H*}T55ba!e{{mB1@~_-z2_Er+CV% zO*q!g@UO_BfVrw^$Tk|5dpLyZLlD1 z>C?nc6p&}Xm63I6nLdRBgt^~JoaLz_XpxhWJGug4_;K4wB7dlU9619kxR7{dj__f= z+L6DP`>i4(BNESR7*hAD>tQ3u=jo3{uGRM&bhq+hHWz?~aG@1)+_0Gr;ZS4fE8eFv zW4{bo?Shf~x{fxw1je03umL{q;FKE%j2pq~ova8nS#{YuX;c-Xtu@s;12{$t58AKOT4x!3J)5-kLF7hRUvkOY_e_aB?4QOXuUk00PK3?JWQ%v z>i-HNOKyH!BWnzDf)rLO3~vSNq?=GOlj`elH)T1?aEv8vA&()#ePo(oG8f6>6w8*4 z)c-3vK@>!8EL%2Cu;{TOGnSvb%T4mtYGiWS5uOqolF1+nv4HBNExPRaV;;490zEzJB zWB(~Q-Tfu=KF zJs!B%WneYX4Ol5uEtJ!w-xMPU28Z0NJ^`>GlEsxK*7SBXW$$xRT5#4b{olCZ22sIa z9U1pQe64+1&%cHp56~ss%+c1ElHOj7Cu}sz-$hq1N~a{5Y}_ zWHSSkh!3$4T;GnyK4*3y98f%5&^Gn14}XnhR*aH1V(o9lS42K=f}aF(Fe@1V2Bc14 z5{NgCJD*uL{Jw?kjd6A}@V-U3D0Jgqj*K9rna0xQbrvsZ0lJ&Ns1^{Ph}zwmgG3&K zk5a?$IO3VYW5c`v_AGq!=3QIYfsnRyGRwY+2{AW5g3lt{UjlN1rd4{ULkdb`OCA`; z5nex7c}PP+iWby;oIqx-Wol8;FrFpwEc3lvH{h-T5{gbYwI>)Z4d2wMW?XJ7B9e%s zyNZE2gnYvnocgACBUAO|dp#TW;`WB4%%?0tu}>&eq6RGo-G3a)<1*yI2pyt%lgs-9 z&-cbkg`lUP3I2~4(%k&)O-jQFem)wT8tlkv?~eFBj;J5lfF$qWQ{`pHKK>F$1CS4u zOu}}~;#0?V>pE=R5PIbFd^lI80Nw0PdB2Z1jF^z5y!|R6R9$u)hiw=@p?n=$z|s6Y zOuU-MYxDL^e+$yDMCUus-Sy4Zs&i0bLbFklxj)oEMyy4tmK&VX0-l+-K4EAKG|wtt zFX^j?JW8%^p+iihaj~GnRqBA1gdhiEmYY5}(s#UB>x((3S~F@7&s5+XyI0}>jqnnP zAN(GPZd{JFKz~cf;uCec0JohAGPn9sbW_G=pF}cu8>dk2zlxE_O!DkjS0-P(*~(IXC{tbks(^m2 zRY$Z!79aHP$Xu=K30@X%oS2c$qejc8Ml*gg7ILuT8SfP&Dan~jjfeEX@sRfo`Y{;Q zcK8u_D-ffZ`4<0XRHV3}QC5cetF{UE z%X~BLJtcjYeW03NwPH$wCWtMWmo1J!exbYWV95KkT4fLn4MAnw>PF58%!Crxm0wIJ z1-@pj{nYG-0^`Qx3DR*~lFvIh!Q2!;pnk7K<>A@dyz@IZzGt!E>WLY7xo_BS+_5hw zMhXv+ujI*WUuu>|q{q&B>s<8=r9N^nxBvdEJ-aw*_2Z`_%tiT^afwaxS*K0|yt&l+=1j5prJKRf_ z=HgGk+)&XksDLFKKRTU(TuH-na2Xt0B%V1LXBbMF>GJ0s6$1VOYXUJa9ufO~s^2|O zS2QL0?^q1AirRqU%?A^&OHZL+AIt}Nv8e?>5p7TYuy+JPz1*63vRP=V;7J%FKOqj? zrpHoL(SZgcW+yaM%{~JigL4LohEd73+aq|M4DB>JRZTJ{j&1G(`tuN^tebmirN%5O zaZe*BW7e=uYuY|32I68NOx0|Z2hBO`tG$#BOLRuz$B#Dsu}4#}f&?+*FIo9;K91|s zMW(KRQhot}!>FL`BQ2wYJt$p+&a3Km!5m~O(d9BXn|KKWfld=1fSbHvCn8K z>KRVqvWUK0=XoWZA<8Z!L`C7FBv>?L(qq`*{9r|G=qh3^RVb;}6Ov1IKNbYB#4VmN%)6uv{Y|GB@n zavL|EJ9CLXPxiezklrvr$bW>s6%g#6rgAvR0qNK_ z*ruWVkT5E(wGI#z|2=K}=(-kAWswR5vV084$2?ooLgz%l;SrR=g%r zt5i)3LP|czG=5}3d)qP_kd^>pmjQ&sGmYNDMN6toL1V_KS0M6dkQ&RJ?!eGvZoBwgt^A|TMr?f(>{x5b3y9O6FsPhp*6+(on^}o2v_S-e4>m{ zLkzI@;Rotsll5~ZZ$4+;*gbHv23r^rC09P>1YremUvN<_1#j9P=+ zO$nGLe5382_*)d18HRSRT)iV!Bv&==ijl@e$voO3g^O5Jz#l|XxBt+iG1I=wAV0{W zM2_4!ADbGBN{mb-9-LS<8@AhvhC)T4;=r0~-EED2L&1Cawd(gFCT^x-r-e|0%n~n% zYZA%40w^A|$0}@vE)LbBO3+hkHlN0u*q9R}&R?P>+97r;WDdiz1aO=Dyiou$XX4+f z!K-7Z90%V67+na|X%uuI`t)9K^EA|b$UWMf^EZvmbyRD{kiz; zE1r+GayH>bt%}#V%TH!A($&;QM?fu8F_rM$JrBtpHgd5xZo(kzFMhx@9?YJR9mfr8 zlg>sm-f=ZuLi#NgMsj-B4M(YNduNdp&6eqvPg|2tRON;J|Nl%;@H{Hpu70gY|MFF!bXOuc-pO{HAa}L7S>|}qsX6<@wA$i_RW(*&yJnJ!(1kMj=E%X&l+-Gr;_CVPK68MH?>ojHjl)8is<1n10P4FQB zcrVmlz1TP{vit4<-SB>0*dBdx)Bjo+J82s@|51%rO&q;nw`%La1a#WmY~}h&HO08H z-JZfKxQ`!q^)^wpCL8qoA>X74egBx2VWyGA?}eB2dsL2P=-HtVb1Vkk#UmXh3bl&Y z5srD$4_1=6Pj7Jw-o3lVtb84a!e`IA>|a<0B&yi}(ds^={I}Z9a=gA&=|tlHZ<*s3 zOC^7XAbv7Zq9sL?UWKTFzVUg$Yg>=tp#x`fs_Cu+i8afn50p@BsJ#K`(NMm8>@1~1 zKPJ1+D@}{dt3-UMGjWhccw`MeZ8YQ>AA|l|Nfc}RTf;1w0I(rjYc00_+Dq*lJIT$1 zfUB<4)TuKa^JrhiH_YtS@OCSPYCj!@X|x{Ph$^60@3V-P2wQRtoXi=oJtw(b=;Kxx z{VvjRh>SJuZ`bZNA`bw#klM^rBYdF`JpUp&}1XtA4PQ20r(tzY{U2 z4^db3NPXk-|w%Be9*e*W!j$s(oDDJ71ASX!OdV|vF;p^?!4(dY^A zJ5D=wssk+=Hh{jotw66F{!;tC#Ui!%(2G+8oOpdTf5bM-VM5=6V4}S_=*QXqM&CsH z@$h#6UtMgD#t)44p(oRBzSTCccm;@!m#c(H_rm1~&4$M4TgnS(i=QtR-E`;kXmJ06 mp7?y3*@9I+ZI%}LBvnB6Ijq$cItRao1dx_c5U&w63j9A*yy8y) literal 0 HcmV?d00001 diff --git a/predicators/envs/assets/imgs/robot_down.png b/predicators/envs/assets/imgs/robot_down.png new file mode 100644 index 0000000000000000000000000000000000000000..20f3857eef6b7eb0e98f70490031d83292f24fc8 GIT binary patch literal 8145 zcmV;?A1>gDP)s%1zVUap=&Yf0mY( z>LY%0!^9b>08c&jlr1we^C94FLigBOR8+KU_UzfS9S%oU^f|h&ckJH1duL^3_~mtH!{;c#U3cWsZy zQ@3^N*7ElD_DfIa9;B3BA;j|9+S*@y``h34olagONx~_>>eZ`n6GA)%xcWO*N@)rq zwo55rky5@Qgt!EFL-C=4x^?T3 zwzjq_yV6oqQ{TDx;)^FFCnt~X?|joV0|yTt++J2zHcd*I8%#c->-xgQix(dpj4ZJr zVH9A^nl(vM$`6GQlK{>+=bVjm=FGWBRn?^M<4n`^H#avQuBoZ1udc3kxZUoVKuUCe zHk)mCadB~5adGjCu5Z3+n!2JWTJ*6}N_q0+$vp=S9B6B4X_+7VOGmJsc+b@;XSw8eNiy!)sm8u&kZ%dksx6dV9lB}yMXfn z_x0Cb@9C|j-XDfxxQ`q;va7tj+~M>2<^pQ;F*cj+!_R!?Gqbz44;?zR<-mahmv?Qe zs`}Bn=bqb8TwHu%Z?(k`Wb(cK`s-!7uFnFHQhxd7n{R&kbn_i9PWuLj2?5Loa5|j_ z91h0?{T$ybs;auCOqp`olqpm2`Fst>j~_o+U0rRu-R?BQFq}@Ovt{nwxe+~qNs}g> z-_X#o(KJm_TwI(|SXeku2r+dS?x{;A$0e6sV&A-Zvjl_?;%7j@C_qBg0Hvj++Kd@9 z0szU$$=eq$TzGN3Wg2eQuV23->{H+R$u+e7=Sa8#c6c4G2jopDQUT z*%EKL!bunf0NB5O|8gniUjd|)MH@D3@OwO-2qnnL$(gcq=gz!_hKBtBHk&OYGc&Vt zCsP)CmT0zlsDXP!z-GmT?Z5b z8ApyBY0b&Wsdl+s*#L^7*xYXS`+N89EzZl!t4c~r%F4>hN;-7tP;p&d-8ery1IJT=FOYONGXc|q?88?!?@;_TW(3XS}LIw0ASs^b%7giym7Uvs+R-ffwYQ> ziez2ax8>yIj1xkL+}zy!va+(~W5cg4q^GA(Y;JCTr=g+Ys_N?McP31jP#}be z`MsH@>EE$q$L2$a4qZrSL~^Uo=ez#4+it6mwLAkMA;tlEW6hd1Nx)OUlCCsO(+EHe1FiFEEUl zrs*#)FMs#o!Gn2GL(0Fet*!m$$J4>5!Rpnk|3e7zD!g%--F)-Se;&ze z4+jaa00662ts18&$|FLEFAd>z9dH94MNzy$2%iulAcP1giV{#1MOPHX6hfdVic}QE z0FY7&tmmVcrYQ}>Pz=McnWkxzQaTL7a7igMiL@T_Nhu!}Lfl_cQqp?bHy#5C#5hgU4qbA|C8pQw^?1Er zpV#XRc)eaz*L8GV$1n^<*L6iosThW#8it`tDK*nHHPbYmrfIr>WUR*8fEtWa%775U zErjS$Rkc;u^%=oke=8{|xqhVXc_c}c*}wtQ)x{G+__MOIX7_jeKrl@+fb}wTy$}*G zgMR|hgb-@b5-C0SH+J2+b*2zP0X)MYM?4sH3NR8Viqfx%Su|2gDTI*0-=o%%B%wwE z2Z$HC8)NsH>X5;8^4oT!jpkVR+i&2yk6mdQ<7EphBaRIZkU6>N80vcCeIG0%y z`Zd-ab~e1fkB*8m0M;C8;*Vv`;k$iExe?fkX|Csmdv;*8D-w>xQ-GW9PQsaU7eag= zYd#=?dATlrbYY~Wca2*|x2G_3@^~(tF&U?Q(4X{v3FrnpKRU+VBggTywUXxmhiW~( z`?puKr=gE_pyUY1$MM!b#o9*_s==683UK@VH-hpwh;gSpMz!&Y{A9j7DV5^1o?cph zLsI7h!{#I_GoAeGF%)KHP@JEQ)7JkNuc^b$v6D^IG`3LR+(KJhJ4(PyPFR75v!%w( zV;{DF5TFOZ=)<2>aspv2WyL*z=~s{#kr)cFpj2a={g(*w-5&drGaw@m(y}2r9kfuP z&(J#fWKuI1+FEfceb=xi0=HE0NEJg-5mF)qNCZ+!?9w1v1aOG{YibD`)?NJ5m&)tj zY z#1I-Lv+SLmXX{{^*2zSh7i}0nxo%UT!bswXp2UHGivxNxZRP;m&z^RuE`$1t$aE<; zVft_2h0?foA>*q6pDT5d;rKg(Zo7P($qh`pAe+=NL(Wz~QlR=6tNO`N{bVTtQiOp^ z=%gqnE@5CI(4|0^pd;`}m3FDoCRN%@jW$!G!L(6p*l98}tBOAzI+~$uC-^!;X_76p z_&&v7OWmiJ`Ot}DH?UM8!~Um;!p|$-#>Dexoo>!1f-1vFmEknBmG9+b*#87vPn>!Q@iPcna@}_j;+x&uMbkGke&(fsBW^N{G>Qsi3c>FMcW|;$ zh{>FHO$&S8+#U~+;`0f(`MycmwGR~%n!J_W% z$@BLhl-xefI5V+3p=erIf?Uj!`_7HE7_nCXg>Qhcu4_wjlaX^t%wwEr#^W2iS0m;5Fzaz zGpN{2kr=u)*6!^D(*PuxG4=`*O3-Fl1!pp(W`j1wS;#Sk&{Ajpmc+CMh}}5A?GI*w zXz1QPf1&l@27=!MCl12NW6)3u9ZgnWI-wAdnh9CsAa4Q`O$SH6k?t(K9q_@1umqXS zie-%>A!RhNs{wR54lPXI>;q`)v^B!Mx1nOM_0}ge655-rzhk@M-B;n9nK1K8NYCl} zRC`k7wy75ZXP5#g(d~^sDj!3K-EYE2JAzgGD8w}2*d92(7pBaI^RJDV%8n%ZS*S4^ z6pP zy!ou9;0Z+h6hMipmMw>9mVhH1dz z_af8c)DTRJM&Qxi@s=R=9NQCb34laU0MiIr#+*%bG(*4}Zz&Q$0TOOVH-;p@y~kex zJ|?bwtN>>@A1lCF&c_OHmh-U!oaKD10B1QLE5KRK=!p>oeBp}u{P5NrDay@a|FIMN z?oWT`FI#rTRi>|e=4zIH>0ijnNaKUDWBhvctGxAo!meM@gHfXZC0Ad}OZR@4u1N4> zbH=c6{(1cHe_r6>7hj2sOyBwP^*s8WJG!^W=8WOfm(1mk2cBTX-`|dlOoL_Ad;*q# zZ85zq1Mu^&l#r1!K;z3{#9`C8_bVkm(uENGYUvU*b#y%1Q6XhPRtCj|dA;s)*lo<2 z9Q%lIvx>)&ehS6Q&PZco!RT;z92E*+7=2Hbdi}AVN=`(XhQg>&fV!48c9$RPbzg_u z%Liq>?;A<>9<8LNp?CYfiKNUm*5A1G-^y z*Ds$Tp!d9Xyc(rLA$Hb?=Ur2P5O;NN7frYROVe`x=!eR>M%KOkE-6V)Ow;6}${HS7 z^C}O&_{xB1RW()Ni&tHUl+e)H95vFx|C0|=dG9+NRFCrAi#m+RowC56GJ}#>z}`l$G&?f zE$y95zx8fTHd}UiV^WiO^U?pJC^w7Q#pm$VUp_tHJl{KXlv_%FGen8vAEhro3J~6% zQ#H^WppX2zO1fcr8D*pCxm`S zKaYSGvw+eu^bR)a2@lpB@P@o%r(X=^J7Z!R-qPXb&gK8Z-H$)V%!%Vr6@|S=Drjo& z?EmE9LeXIQrJ?N}#-aWOVni%kA%Z0jdJ(~xKr^o-A{=Z@Ic!;*5SFqdispdJz64{# zB80U!g?d6#`dPWmNsJlSblQh3Q#Z^KD!h?`X`(?0Idxq=o$+{Kv-VE zMblvFMc_({-0g|zl2#GJ8;^A_U>98q(AEICQDgW?sW9gn>(9`wQ0sng&}(LdE34to zUIL0@we*uStlrM4Xp5-vcMY>7eG*#*kgP}WMZgM}?4QvyIz|_&*1IqLnTFpJ3LXvC zGm0TGjuPfy1z7c+X~4nlR-mV|6>q2Y47#GANZCeP%ZsrTA@)O2w?FVLP#z0Opg?-A z6=2EXimR`DOfU`bx~)K0t#y&zKWQ#y(2nFWc%s)d@_WM~ zn@Kl_s_uPK3IrV>YLMm!AhuBHUmwrKqvAgu)fcxdUy6{AcaNEmn*n2|MjUd>%cWet zeRZGNEWdjlRfW?Bb?Kb?9rJEv<)Vio6Kf8`@ef1WQoe|H*X^ubn~?GD z64xMP$?~sRg&&sIOSf=J`Hp_GGL*shc1@-KM>F+sFV~KiQLq^2+&@BTLO$z+6pGuH z-wHA~@!zEZ!WvKsBfGJZg62wuqF5Hgr--v-4xwjZo=RziKnQ_Q6tX(%8CzQxx!;x6 zy&M7nQh*SjXNlvPK?@NB67Lgm>-`s_svC)3JgRGyFpO{frIZC#@AjIFG)=1^Ax(6Y zAq8R5qydBqyf?Px&E}CWMSTW7+!$IgQc=VE`9EakvWEvP$Ow{HHNZ`!`KanTx(Yu$ z#%@wdkHgQe`rwpV2}MCs6ckm%t}56SG3Y-<)lgLRl!Xs4`{e$fiQ%$l=7+{M1j||S z;HUe11~DeF6d=j*|A2e|a>hr-*0o34;LqRx7U|L-L*aTS1%s>Kk1`?&m(?__1)=~D z3W8@@^g!=U4sjrHYyxk8;NP$oP_*8liRZz=ZK3^P-9KBv%h&$#Xt$@3P17hEH_oc6 zM?y9sx<~9JAf=@0#0mTX%YNZsxBZ^&Gq1zrNbVskeh*|7Lfb?uUN9mDjVFOGjD)Cz zB{9Zb7d?=ND*g(>2?C~HVhsydmsyK317wZ08i7)>bi=Qh(tND@^zq}zlbw@;%jF^| z>Q6Te0=jM$+#vrPPA3_enGyN9TrOP6$=L07nwu@Z0GohDHo@GPnu&vm^N)1H8nNVR99mL7q3b(1Kd#eA)h<> zA>Wv_fX1w#^^>YuL)u4nfe{#sfflcfrCx;fLYHer&#!=hq=Hw$kC)e=Pvgywt1i8|nZqqs{9{LUEWTnv1+)iQe zyp*K=*ESMDP*_+Gb-Z9{d3^Val0Gs31 z?m_c#Cy5|R)M8QL)%jp>IIM4PR@EWey*k+`PDIJS_c+e~g*zFWnT$JNkQ{k>6vl8TEbd?|XkL^7E~{ll&gm zzhey@-*oi_wBGoY?qli~E@JWZ)*9A--?o=zpVf27%NyE&U9_yy*Go@N)k2GB3Neet z_f6?}(8v=X1z7UEWDs)!%Qv8xw@h#9+Zbb@r;FCjaSk3#jnz^ z@D~1kk@Y3oThm6y*4F{6u~|@9*n6gfBv4<~dt~tNxeisma#$`lNaD0&NZMpXa16rL z%Qv>=B;NW+1u#!zY1k=KEh7?DnsluAEqgXu%hN3R?B#rAku^87VP7RR&;MVX0WT7T z$y0{@Ldqyvy?#&km_`JV?VedZ4;Xpk)CR?Ds zO=V(nF-MOaK}bpG+i$RK%bTcUa_~A_i253m{h@B+`0?XNA4KCX8Z+u`cWVyI_05rF z4GVXnMzj^OhJ3-(AU+Bp! z69@#rG%*@Z5?%zFrZH*qWYW^oPMOa@(8D~B-HKi6s3xFt>_clLaO^azC*Y6pgKRsk ziw=?aD8LK;gWPU!0x^cBYB;KayA9gIy26rY+cn3RGjvZ1fY0Y6C8eiLz+gyCP38Q# zbLr^lpuVmSx7$*_B$tca+}zX7zYCu))bIBxnhx^oz|$ZUP8_rr#>_4Xtr!jCm zi&HP4)I`ev16bBFCy#~~zJZiKW95(UY}H)diwU_qhi}d#B_)N4#l_5=HH(?EW>H*R zJZyyzk+Ql~dmAg4{T`Dq(d8A@*BwbG{ zfMhjBU@j|{{T!gx=ICxYwYH9)6-C2kt+uCGCc@7z`!gQnTuk{K$nanpJHh`+-g`PO zfd%6`6uffTGb|`wNs%p+=L099G@_-~p*Yq6p9S!EJh(eMafJ=ht9AXpw;1c zxqD;nJypOR+*G<0r#2k}g%|I6mpJ;tC!SGgB;tv=v%T4YPCJ0hxh5-rmlM%F1p9XwjVd&JXsxo`!@C8yf%V;J%UjQuCg@s_DpA0o-mkhYlUWX0wr& zo=!?~GD$8MPN#FoL&ZZy*L6G|kM+iPbkNq;hTk7)qqsMvaLv=~PuRkT#IFG;1%-<* z-8ZA7wolg{P1A5V9M~NW>~=d2yB)jTj;g9Csx_vs1pNo3l-<9e)C6+f*3am{3v_p&MQ7O?^tTy+Y{Z5$&=g-jQ2ERkJG}- z0ikl-naPplT#h7-@to6E|H)_Hd3}5TXC@A#P5}V8ZTSyTcnClUh3w+l6gC|vuc?y! zwrX&f)ClIiUrP4C2R4s8_Cuc)-yT(sCzXi7?_E+v<`v;u0!jH5bh0`*7tB13uq zloda|Zx~uSlWbwI$KvOvA0HxHSiDHW$r~)VgMS^2s(^GH%U|TWEAR)9~7o`Y!x{-QfvOLP|KiD^fvB^E<39?HIEB3Bc%9 z0Du+CUPa2sySH0TT1pUYL8SYk_Hbxhn$LxP%N5ZpZ8U6jHtvk>0cL|4OB=XSZ$tvE{() z5otXNpTFR3z4lBgd`JZM@Zn_tMn8Mre3|pEejk+S2nxFQN!f-J%Q@j&+G}9On)gh! zNo&Z>P?2IDf{+iIWc!Qiot8#jisEn6xO*%rWU)YaAHE2ZudLi{Ok3ox^vXtq+SUI_6!+qPeQ;DHDJ zm|-zf#$^SFQCnL(O9=5@A;iN#!3ba92h?oXu;H~dh?Z6^c?GDet1D7UJqvtO2x0aU z#rFAp%{e(ae%rS7NF^+3AiPX(8( z0@T*lKB#HhKLJMXy~&d&e{|h-*O?xVXVD0f3bnSj?%KI?=S{Y4=fv)vl~S&}|Ni@r zrc&l~pk-TtR8Uh>V+WZN^yTibkXR-hA`T`G5(al==_V)zyDH)^yX!xKn_- zy1E6xtH8X0;wYusfxqeK=y>7r#~%+QJrZ?wbsqss0LseBK3lnRwLOfSoTzp{5 zmMyE2-v27G!uNW;Evr_oDobVI15BARWx3Di>m3DDPMS37_Ee^yYQ~cS2q8orPzIpu zdT_;x72EE)=bq@@ci&yKZr!?5D_5@ER!~rIJn4lQx~{*yb?eqAW8rW0K3lqU=>cG% z;oMm8&YL&yv)+JG%GC-mqRvw`*}8S>8X?4D0K+i4?!5EP)4Hy&>3yzg+7;#HHjYf+BT?p}aTeoh#8CVXWl#-Q|l?&4)Yh`7nulHIAF*{xPq=NBO z1AL+PV!?t1AL+V2P#-`qD=WM8uDk9EO`A4tPw!13#0DXR22fB?a1tm_m!O7Whx2|cv67))M`^xQ{G74EiNuzdH3CSA1^5>sqejKSysWJLx)!V`q#g%1lm$4 zDyL4J%1;XJPG#DuX51)%ZQH*E6hLER;}WIR*^#`j>-yZ)t5?rjvu4e^7bt=kkg1YW zN_nQSvGKZIv2hlNT+6tc2&${A`yKE_fH`yKyt`n*f|a99D;kX+Xm4+CE-ET2@_N13 z4gJROXlQ77XWzbkt7F06Y}l~ju2iL+4#rIl0HBomVefT)ef=$=Q0PMdDP>b668Ur_ zX_=Er2y5{)jNP!VnOlNTW`&jQZ{OuX71Xx zO9vwR_wV1CE%^=~KHMOs^a3cQc2rka|7*5n87|{W0RV!*;1fV2Kr|XH-L`F82=Gju zI<>jIy?s}Hett9%2<*zVTvE!$`uh6#uU`o9gG|dX8pfRheC=yrYX$BFA^?8BfA+iY zzI)2+^{SmacV3&HpD%Xo*fBL64)2jt)=Mc*1D&L>qt_qJ&CQ=HrFv&p|F~hphCie; zzf>`5ouwfWM(=@||VMGkWuykFwbX~VKO_PRUNL|+@ zfUfIG(=;W7z_x7>jYc&orDof<00;(yzCa*Q7zhL^Ez2rUN=e}M>gwvZQ~jCK!MIfb zfV#T6c3d{qs+4-Qy1M$lY|AlR#?4~T00;oXF!n89zT6CjLV-{y6b=T1RyZ7%mSri+ zvV>(>LQ1JwmZeK6H7TVbr8JaMhLqALrOXvV$WUwe(ZiU z9UnAZjB5o@N(mtZx~@mc%F3=yMVeB|D2bX;;Pf3-?7sjEA%rf3@ZcDWme{r(c>VR) zdy{aj@kf7*YX#^<2$8a;Ow+Ur?f8aUBlODBl`2^>!MGa*TtG0}0sw?Uq4uO;ch&?M z1>>s*SpQ@Wo|4&UMk!Jm5sC8Z;15R1vMJWFb8Yd(pS|aL7O}o&Hb1ZVJex8N7k7^W z?)-BvWm9egzJSIm;6{?Fa+T;j}95M9lu~blRc1w*Db`A|z4hN&T9E#@Ct%j&g{4LOU82lG(8kX`$Y<}iDWU)!ez5+b_ z>{VcFM=&jZudp0uEd_7RATJIN9mQll!W2D3g&w6$i;^d7@`Od6Cdm~x5`m=zR_uQm z4Zp49R|bA*;8!{=(!*KXONSi8z^Uc5}bOOfTIN89`gqsCD~PgN1iJ~@j;(o z{?xfJZ62g)j=kqQ0!M01$m&#nc9}M3cDxpVN%$%< zYD|)O1$f}EuSJL(;^C=t2Z?+MV0bGjo0{C~eKeEVXI=qJQ60bb<~g%_mpT=FoRrRJlI8S7h7I6KJZ zTupQ0=_ceBfp0{6LdOq6gW^fh9N$R%MPO4Vvd*jmgaeP#+L&nXnvRU@eP13FS3&u7 zm^|yks&jl(RGzE=%QKa2hAo2B*xaRrdYl^LYy<4y=8PWZ+yt|4a2AioGo~+bEkwrJ z#tioX#E1+mhoq|&_WTB3e-WDMhmP-N`c8jmtXwjz0BPEt73hR*|Kccvbd9mi$WYml zdtyz$9ey8ny_U5vb38J!6ae7ZCvb2_wxt+3T6T(J;wb>YC%=cz^VybSWL#+GmZ@yB zl54tA3iiI0Z7D`bc5EOfrUC$*J_J2!a|M`sR9f8^49LV)0Dy*1vMs^zxjYI;18q&& zmcaE)Yz0t*Y|yw2Fwqs@GDC7%0WNVaE5IerWd*pzxvT(}IF}XR66dl4T;jOjj7HO0 zvUmyKxcx?^mX+{}-TQd?H`|fHapjE5wYXaWgy8R<*vOOjCX8h7xn&98yyF&@f9F|L z#1&4$#x<^P0;bQpx=-QvvTXh=Zd7gsAl#2RES zeqh z>8x0?h|f-*p`+#8!10viPoDaFzH#?$+;j6aboGRJ`JE4WW7~URMKUMv1STsAuyNfN z`Puh2($w0{)USMV(70B2CqLf$3x2%y7o*6@)fJp8$fyGR)x+yx7OVTz`>Je z(wm_#cj!27AxmcA8C8J7f}+B2ec3td(cc~9-e>0B74eKg>ws7goT^>Y?MgiAW!Z(jz(;dn{yj6kr%>9J~uCodPqi zh1pBNNc}khX(ia_q?wbM$~LnK@WzWrxbH7pK$HVeH4{q5=nqLVoZfzZ>G*aM;crO_ zsE;$1ZRWqR+``vEYy`jxJ1*fbMJJKTbew}wQVn47Z<)$E8(zX*ieCr2;K+xLv#3jz zu2%SbPa>?;u1uaLlAR^BN1opVJQNS>CX`e`ZZUX#S(_Be%-5m7wwzzQztvHI#50Lv z1)HAE*y-olX*5;qHxXsifm;EvqtMbw>{R$m6eW>-oz0mmd>G-Wm?>l5&M0$My@GS_ z(o&pbSTAKhMY4g-PyaI08E4V*PU!NxYJ;JN&o=V&Z_~Gy_ z2>0}jSap>%k1$qiqrP&7B-`k9mIfwmP@J#By@oL5SqaetrZ zRb6M%O%FnV5RPwQ=LaleE{O#*yPBBXe2gKA?C95F_S$%aphRo^-aJtH?L|~+&-B35 z*ilBUjSvlwKEpnTUMklfhvw=&z+)^my>`3kZK!5kvzVOx{9(N-W4hh2XBW|Eg!f9E zAE8!Qjx+|Dc9=ZVaWSV9w4a5_QQ8!Ea)5T{T8NCD05VcstpL$gl~;@Q_IS845JgxQ z?+5f)VN8$7%zQ8U1;_B_FSwo)`}cA(#~C_K_vjoSEK|b-Pp-2*-`PBR1<;e0qlG9R zIAV5jwE_sC_34UR4WIQJueW=BeDTf9^7d7L*XW9v8mynVc{dH?{N-N@?>N^UnhR(Qm zu3;>@kNeaB>T(S*8ids2Uz~0j+<)K2JB8mld$Nzrsm?ujDrmx(s z3gGHtpdn0FD%Jv(+!gu1)Kovrz{reO=chuyy&)fbR%T&)1f zTP1oo%k<Hof2WwJ37p>gFwN6aRE+Do(l~hV|(-X zZ%@8DI^nxJ&ai*m)iLRVZdCwRHvxj=`dZMFSImO%eV_SLoiY8M-@T27LII_drVN-) zl}N0^6o!T|vI>wadRSTJ7_w=6#FfFNLm=hj`0(8YDpS)u@sZ`UF+oOza^%^OzRsaj)M}Fk` zykgcE7V5mMv zfDEjiS;o~0U@H~hJsR%l;Js&S`aCzvs<`Uvx%dX?{3Wwg^w6X{9O>x9ls3_U4rxkm zBJxZ7k24(XXtGAO4;U}YxVjHuA&w?OiBW)2P>k=ol`NTcB}Kz1e1O}9)2??~k|iwz zEcGhjWbB#g?Q7UEQlgRM{)=mmFmrVcKr4HcO03)#Ena3-)4)1Pt%kOu_*C&57zm;o5_Z-CY9! z=gs_z>S&2Vf5 zi-)mdI2iuc{fOA68>PBAc=Cg>C73>3uK=A|&VROJKPB6?IZ|Jb-|ruFdS0P;K|jeR zy@6Y;HcV+#66xXIGapkh=f=KUS@W-xH$Ntro#B4w`_MxBu$nD^{#N zyx4zgE`Zn3NC+ z1wrnmyCY0XV=+0$0`2jsxo9*>Yild5 ztx3CUg#g_^czp=356zd0?(w1NIzrdcO%n_+Q3N4jkaO;6-;9)!h=Q%}pr;kto1UbO+euY*lf>PgL^IsiK_4koVT)RwpA?p_|^vo!%s9V(2^ktv4 z($aK2cFluyc*bgktO6)r!?K=t>t29l#*G3b^T3)fubdlf{mVitw4}%iR_56eQ)BGT zr~YEWdd~QYhmP2bvqX6kAwEK}2dwuvW$$ELjce!rFJxRQKtG7G>ZcoK1zKjz>pnw? zvhfH-Za6?mq>DT&j8{hS+E#pSM{;ow_|a=0qRU9K=hscpb!T3{@HoyKRPWNV{0BO$ z@9}y~fN{)3Q2==4um23RpT@)2egSf0_J0SqLzgq@qvaGL7k|OIwr#x89t>Mz>pB5n zLBjCl!dbwxN8xy{i+U9x8o81!H7$&DTt5sPHU~~@f+UmwQ%NS|)8@r5WzY|;&UCNT zb%MS^y7G#h!UtlzO#7xC4a2EE>jyuY2!#(5Ndfl!BntA`c)0zn^9N8=+1GFI@lT!J z{ct&XAQ4}wZlaO@ngWSk!NgGjfZ*PL2DL99KK4n%1KE{}67ixTI5Er)dS^2x>{V>rK;O9TLL4G?Pjs&40=5sN>*zo|;%lYFm$5ex0M-%S@C{<55;_8W=k&+!J zQR(E9Kb&Oo+Hw##0nYX=X*`4 zKU15*PmvKO&M@#o9;}&$?%4?Xh!k^pB=xQieeME v0x%Gw1Eqe6=vvFBAO1eu;$P-6Y32U|^`>)jB7Gl<00000NkvXXu0mjf1lDmz literal 0 HcmV?d00001 diff --git a/predicators/envs/assets/imgs/robot_right.png b/predicators/envs/assets/imgs/robot_right.png new file mode 100644 index 0000000000000000000000000000000000000000..57e6794c94b1e108ebe368c419bef7c77498ac88 GIT binary patch literal 6447 zcmV+~8PMj5P)+;dk~xj-gdRgM63NVooyAMMV1o=8%)W^o z1X|F(zUAIq^T&OQ1V}>CTdstD=e(o3b?epr^y<5{e)W}Ll(2E*MvvF)oi3%!Q4~cJ zLNo)HOG`^zGcB8w5t$ZXIFy%{FBd}mrIhm1LWo&_dV^$Vft^yy-wPrBSXx@zk!CR+ z&4^Thii(Oa0A;|!L4LJeO1Vi&`Qx=~*PcnfWFwCer2rKb72|-HfQN2$-{bMrxm>Oe zRaMRI?(UpmFgT7I)Cy9{2=FgLi0|I&O~i;%fGu0L%-1ySHDFRK&g1c1oik_7(UOvq zT({eOJCJ?N*TRuVq^hZ@so}(l6BC-7n`d2f|DtJ{kFQ&|?)_BD?^H&F0&Ly7^)^LO zb^yfys;YM1ci(+`3JMCA0-l@ACmaqR+P{ClQBza1q(`)2S=PT>yLRoblPva#K*_WK z1F>Pl23=8w3#W4?T3QprBv{gD89em&>(q>C&Z3R;^mKL({ajXtbs%%BHPb zw>~zQyvoYTw85lzDvqxK%FE0DUI_6&qL-1+eC9L9bzL89=kGc!%R0Ax`*zvd+ByS3 zN*R<=ethlPwIAIm{pQV^b6hUhmw_(;i-BCATT1z%lyXabef__F;~U=y4Ogyo<7frg zxN)P$=kr|viU97t_uh9WOqj4TS@}yTTX*c(ak;Uvab7fPe`#syU4V?G*|1?lRv-}g zTj0M6A@cgk?gX&9w6yeCvgAt#j&1^cKHn;$h41lru1=URVOcWs7eeGd@W2BFE|;q@ z8g*wyMa8<<{g+>U`GG(na8wAf{@TLVb-h&x5$+K+2Y7Gm)~(leG#!o8+p$l@0(0if zIR>mq!869+efQnlD=RBk07xmn4s5BYsQ4!E&-55Z`u+a%ixw?9pP!$9o1!R_fzG2i{w?YSrYz!oro&!Uyn;A3uKOBab|CLDRH$03pPp^78VPsggC>I9&k( zv4F1YSt)!@q2KSn1R#V^gb<~%8Af@aS!tSRUh7r_tJynltQB^f^ZRFy`i{G6#ZQ62f;zh~L&5ehJ5EGIsUg~hP z0tg{4#KNtutzBNPH>vqsmUZ^z$&;7QoH?`DFpQb8ctue{%ai+xhm#V7XKbXv} zT)7gThL%zuO_q?U#_0<1nv~KKLMYYM)k~HvSyH1YN=cIPwhY5?$1d{n@~RdsT2vnh z1eVc9Ti+K_%G&Dc>P4|j(==a8l8h z(ACwo+wb>>o12?=Pn_)cJqii(O)NGabGLMWQ1wP$5z)n{d8wRyeXAb_f>Qc)C3*L6!(RVk&!vMgbm zrT{QaQ!xxfu`Ek5O;a^ZQ!@-hHw;6ML?Uj(FubN|x+9TDHiH}m0ADUGE&bOd|I2A% z#3%qjd3pJ7gb=GUEyp#ql$MtEw@mD4oIVfG3n7FN3u~Ho+_J1}%d)ZoAK<#lY)m0U zyOgp^QIsx4QG!AULs692$I>*-jQ*9;k8r!)ir4GaJRXnR@}vr)^{#kROAETTwPQ49W#6x6Q?6$Bm zc;fpj5c*#u<-H)LA#fdR2oh6(v$YMmcg&dFZx*TG)a80!ul$f=)tH7NsBRAxqbh#} zK-IxpWb)*5A7b%7@HUNC-r-OG%dytNPHV>mPdxWmz_$?GdF{}p;}Zc0nHKdS zK~`>n*;6NR_pE7nT*)^W35FxQf4GX%7poD$4vM|KyBI(HsE*1j{p~lEO<3ZWh|mw& zR92sK0f&im6yS@`E=Cp4Bg8#@rcqSBy0C~(PP*PYENogdgaxMV!SDAoK0mD3KtAE^w>Y|4bL!BmDMkJG<(FAOu(@MEZHr zrR)G%#-_+mpv>w!VR~_f0z9$)DTMe1(7UAES&&x(IfalN0GAgXi-)|8+~aCvmez%G z6aPWCROpr(hN2=7(GLh|;ljj?iC0)C0~qp#q~OC)4)28WIUM%c1>Y0PgswJdYlPN% zXuZmH#=%m)PB8pMwv{yvEP3k5v;qhofA;4n%GZ0v=8S_$v+aWKhiqXoNAF;+-o*^9 zn`vq{J|%fCmm%T2;pL>^<8UOK!(kth!3>-tA*ekAwP(RJ67f==Lz)k>`MW2RChQQ& ztO7j#>@Rv1zN)t~eX)9iC&rADVzX|!~%nmSiZ4>hI>GZ{Zos2k4ggSLi5oTM6z>13 zLVPEFot<}rc@JcvC{r>fQ!0@Xs!zb>lRe|kA-IQ^p3c}RVrC|S9$Wu$1W(7WbH*Lv zjujI|ZQ+C6Uzj`>rZ4IlHyz2(GbdDsg9WP&a_FrSnGh%aHGtdwRfMn&DWsI#v9bZ^zqdEqm^>GJJ=UTWp5xI+ z)BiG(ZUuPs@4P5{JAPd<^8<9(;V=8aEmjh0Jk_}3UG@vrU17%V+wGKGo}EyIAhDfNkZ}ZdGg`qeE!~rTyAXU zg+G7DfrAI^ZD0;&OaYRBaCxcx*|%6aH{m$^>z{j&pZxYszWK9XI(q7RtO-a04=%l{ zSK-I_yVaj!%8c7HAkob;rT|Ic^Y_l{^WHtTr{9y=U>H+?WYCY1YuI%5()XAGB!S=V zI^5^Iy{FTDw#A?rQ-CC}eb-)ozw3Itfp-oZr{;XdPPn-##zq0jzzFlXr+>`9S-FfS zSKN)?=jM02j_|@C-WkyPDNs0`c~eTLJa9N8L&h-$7>JwP#3Ca>UVZZ&UVZbOL1lmR z#eZNzK^|ZE;jh^EyVr*z;jl>O&L9#0F-MYBusfA!R>O&lHB2bT<5z$G74DfmotpNp zyPtXO`IJ7hC+RDRo;!m^68?geX8)JZY@n^fb}s%OKKmd!{@k3DKJXgS`6?#->i4%@ z+G&iNn$qlBuhvqu`akgxFTFxXXAoUcje))VAJc&LW(akH zHOwZvsTS(aMlWOozxlzbVaqxQ(x(8Xd;?AV6JYzqX{m$2__RGfsi+zR#sR}@7NiCB z7a%Lv@t3a-SG2*Bz9wMHw+|rY?)dfTeMxq$GQuz-aB44fwp!C^ zJ3%NIVL1A}JgH& z4NtCLhGZ3R7eY)%%3K5j8Ly*r0NbUg5XqaDHw`dCAO)x@XfCexVCD{Wk<)&)-)uU3 z`E+~zi3lScbq)z2BOuNvZb}727sv)AM-Xxs-H}(=R+iB*v9qh;C)U4+5VnKqyb_qb zba?qm3Fi+%-8IMbxP5lsS&3=*)vr9qgYUo8Z+7Kh`0u=b-?~IZdlMXeFLB*1i`e#b z|5}t`oW3lVDDeSK5E~FF;mk*g!q;7i*}YIF9NW>WM?UM+z^>q|Yu(*u2YNfea?5*% zCv@s@u06n`WiEtB_*2gw=7}=3XP_bKf;TYUe&dA#EwylBmtB3I+ye_&P||pb867p? z^C6{-4jN?Cov%bn3n^iIdo43B9qRR%td2U|olStC)?0AjCHTYe1Wzr_RRB%79Y~x7 zo8|92?LY)O;o>nn?8}4MA4|0Pfnu1o6smSZupO#T^7#Y5A$Q!slRRrrzrotmZ}fTp zVD`jy&(h?yc@lgCgfG&)mjPLu?k z+XM(v91pvOp#aUbiLF^BGx|=axlnQnvDzB=An!I-*B(IEUCg-4?uRPeoDoZRM+fJR z*cQTW(-dFjF8z7-MF#j<#&EI%B)a{>ss3A|qcB&Ny`t9-Q(PM7fs5XJ+BG**<}D$| z>U|=(iQrs&h;SrASiAmIav4sPwGhz#vErHRA~|hJ3UIChNXEryDF!IGeu)k33I<-s z*F1?DyJpHAe8PRbnf8ScG#@{3(~s9(+zw+3FnEM4j2GB&YJjk9a7lKc|8zi0&UnCH zoA>6A1Fk>e-RfbxUp;jJmM;g1NOUYMiz&w|qX*Ojnw46k!eQcE1&|^?Q3DK3Okr8b zsKJJ!Y6G_7?cT&pV5pDULiC6)T6!NVW|v%-X7_V@uwqlfrj`ae zw2(r%DF@XqOkxIJN*~X`<0hq@|1Y3r3ov0*#ATd zaqK*ROoF+9B~;Yt9t86yyma`D#2c;mp)dtj2;F7Z6!MB~=UV7<(=cgHB2n*WIrcXO z2iE|(rPT?mm2!0h`Q@%knWDI=HHo(=478!)LqlvtV{FZynN@=GRCeZC3>$-dX$;`T3o zmbnx23H_JvaO_9_NPdrwqL3o3JADR=ldGpheXKC_twgc2dE1)@OzI6KmV+k~?lav4 zvlD%~?G|S0nSH$R`uhMZo>s)7|MopZPHwykuv9f8mOeL&lNBKG!^vSBG2)LdBX?Xs zroR@W!#)Ra0%67t@Z!!b3ZUoMdHeUg#h(B9Q!bso!2C%CWO>~2D!_o2p^Bak9NPo{ ziC5N)480o7&QFAc?cllbs7$v^PPNzyaF-bPrS(XI>GKwFw(0~%Q$1#D3)R2gh`sET zXaYxL|Q8gOt8AnN16NOD;ik)IZP%OV6-GKZbJ6zY zQ%HnQi<>_ZRsak1Fn7+K#mr^P$z8NGURy~CvO#_{WZBbza}_{R6%V&v9iBZ{$xMi@ z+!@C!nR|L?{8n*y6WPb!qbd6K|E*Godx*X)^2{LPx|-t6YKtq&+;aF21NS~Nh=cn8 z)Io@!Ug4S2DbT3Wa?S!M#zN)aaP_{9&A(UE{arLFPEu<{FxhgnMzimmgF5tHVwj(FjJPBili<@~Vh zQ5`R>k|hA!nE-oV_vR@n>cuw4(?Toj{?4 z$Spcf;iML_18xwDae2Kr>v=4T%;CYD$tRz!+&-s|EF6P_`vAb^@1Eqz^-qC#ftZQ7wA{4RE~ce6kxl}hEXd9c zk~?0YdtB&lfu`HWB#LV90f6hy0c@_V;fi}c9%-N>!3beSB1qH3GEK~I5G&Y)3wxdV;o=bKRBSQgVtSs{|S-lUmWeDy<$|b;*!E7}z3AXUFW7~!;iiMz4 zbwye=Z+)BQIdIZj@Pn7%eRapMGfp!jO95`gXUnn(Xg>nw-y;B_+D<2ou)PD=G z$cc3G;^ED`vam?>hNXm%su5CjIyE=VEHwcA3F6>LW}O$=2br2DW`6{JKt^bS^R+1Q^C^OxJ< zt~NOIc8|=gr+Dexze?>tl^&cs3>*wEmo)(YJAQrXglz-R6Opjo?eh3(_XX(o&r-KFUf|w;Pgj*Pu#R#wY`SKaQk3N^aQYrN1^FTkHqrly!4$B zH_RJ|p|7($l|ye|V&Nyl2tEneUP-%JA-^Os8wj?C&eMAn`vrsobMFJ)Yx@zZ?QzzR zlpoPhvxd`qM%CL7qfr3>4!yOL1)nHFh-i!O-XdpkWu^xlasA&B0icOklq6212x ze!hRhZ)aY+Gdr_8&(}U)uh;C(MyM*o32>=!0RSLSRFFeHj;Q|`80)d`k}?^39B>>J zbX@=d@7ezhV*>4e2LM#|igK?tJTv#Rd^|O$vM!}<4*lX2h6W^=V`U)Ey79nzfsvXo z3!_G(+_Fno^2gJ>ip<{e?BBLs{5PSjhZmLQ{^Q(=-i_{7Bo_(w+Y_lZD`kg)pOUUo z{f5{xhA^|uBxLUX+5Kmhlc~hL=6``Ru<7L~VzXa+dB0!VuIppqZ^P9o^5yH-H))bS z7hI9~!$2%@8q64-n4H}7wQdAAWD2W0GR4q)ATB-qrUbG|E%SPfkE75CTs6rX_3ixp ze1XnqkFOGD(VJOr2=KHV1#t-ooKklr$Q%I5r3uJ;4e+tPl~t)j;z&&<9~0{2#Fhda ziBkn$#Kpri#*hE^6=OHZm{64=#1ViZwuzy?0UuX`r55X{viTK>t`Ed1pxGw3T~bZW zCD4Xj4-O-@xw*L?QbQv#Gc7GGB{MS<8v@3hf2XI%JvB8YWYFTtH?ny;!nE4RFCgH7 z_S(!+!m{bQKHVgulk)WpOXR1PLCmp+T(t+v7+02+U4kw_Ib=}wCk>ekyit|k^c$T| zjrX71tttcS>+3Thag!cNOh=tI2JX#Ui;4s!V$h zI%j$3yOV&yp`ppZU>O_~+Wx_DAf9D%&;3@$`cN%X%x&l2;NTz(3Z_OSP9(&|IXPbJ z%|+kc-DQM8B(u@HQK)=&s#Le2ot>RQ0n5>XGe$t$+4&@bL%qoJ^z@YN@u)_&xK#~i z(2x8U0v;E$be0H=jEo3NosG+81^Z?H`tJ|sk@&I_ps1*boy_&l-DL)k5;uj%NUA#E z;a;$dw<01+o3zk+d!mrzvE?Dw|Frr%ERK&mhC}j|5mtcuR+=<-c$d?Uh6bICN5L(D zi3&io$KfCJ@87O)-m7mD6B9W^=V|g(Q`S$KX6x)0{GcBLo{kIdcb}{eRjO;c$xtp* zl$MrWv#_ubW{lJ=ZM!xxwQcIY%Gg)1x3{0M4Eq9)siO>wBN9Og{^T)IdGkiXb-#8d z+u+BCUu$WPZuj^1vqPZxB8MlZr?i@ynpm;Go4Gc>+tV(uia2I_#A6bjbfqRqdEM^U z2gD~Nxa=z!8X-7rY;1_MwYBRxBmbk|*1w{BJBe(L7S9@uA)*!gy?5-%uc3KfP*ha6 zzPZT>gTZP@NJw15d>-nT{BLvn{x)hNtTeQ=<{$Y)tr)s6KX*PBi%(2Svcj~v8yFbC zc6N3qk3N$Of#m1rE^h<{1sTRzT3Q-4+s;+Twb_B+PJ&*GCw~3cAWo@jA<<&(?A3X+Y4UKB%r-! zBKe^EGvI0vP_%pb=yg#8`anr*-i3vVnp#CHYg7d*zOJyau&J!9tXy^o`>t4JnjM*R$lTgKLHG8l-&1bfBpIO%juVC4OD?+y~3bb+5G)` zeFX)DeoRNPtR!qAy5XUb5w3_gyY9`q_h-e@Uie+9R8ih|vk;q%Tc!%k@9z8ag!K#m zv^#KsE?$e4(^2t@|4AUv2unmB%+*+Wz~Ox(!b`rVwy2Gbjk3$70O|VN++2j_)LO-l z&!0cjAI?@WJyy#z0>6W1aIcNg`a4 z5yGolfI(tP$`WUxuNs(`YKQ{*n}UKOz`Kh;_$A$l&&<>mt(fDojMjH{B2o$pZT%L{ zUkC2Z6aX_bv+rX#PECxD^J>nVrx6!7;dgoZt`8>hL>2ilyvse1&%_^E?&|u-p86?iyW*7hzK*8 z4P<6W%R5hO3lv>;@lTDRCFumkr?#G<2`#=E z0x+;$sN3ga?3M%`bNoF6L?H!Pgy2YM?tQ>U5jLO*VQONJGT0-ZL7j$_r{jPd_R(m)0_UoN3&H^-Vfiwj8HIe1%g;Y-E07AAP(ZFk~Y9cz1-yMOvJ=9jr^dNyYp2}p| z4E!9hxb*gO$>0+T80QXVk}ozIdjnY}d>(`?>`!>+ZGASm_X1DH;y1%bOAN5qgQrj= zGV;F-lhI9ejM2Jl-REZ;i#!x_4q96vS{m(?>-jml301HUw*iir$YyN3KkZV_d#rNWC>p4Lf|XtxF(v!H6F z@1L=c1*XnhQcYo%^?q^Tzgk>dqYH0sD(J*(N>=dprfN*1d^0*~>}^P{TPiu}(f60g zv92v5J&bjSD#P(reg2K)8$<|Zt)+XG)#>TNjyvHiPsU|z^wMPyixBu9@vF**Lw|w@ z;$ub>i#e4#$vrJ&+tgnj1lIet*Ls8n1;G}C7|giA&HKvsZ$A{yZqSVfUljx?Szm=% z*OA96;2^;ovVGjH$dKp>6{~$dOl;rnmd%m15NV+s;|^@vZ{yQou9Unlg_}JH0U^RFlKvk659Llw>*L1VxE5$OrBqD+Fpz4|`@#EG^FsS>UapB|p0T3bh=y zG}?FnJ{pUL=CTm-{KJz$G+}KHwCibp83yv6vde>~GP(A1YMyL|9>$%WEZxB_?x(tOD`Zw8h%LV9*Sss>z?et`2#FcqZZYH15=5}dkUV>;SghehiJOJ& zV$sYD`;3L|g-OOKdH>hzSTi_eNeZUd&7wLRJG_k>k1LLN`f>= z*pGg46OCdR5o?wwMiUhi$*OnDnQ%PxC%bu=sd08T{izl*x?_b((BM*x`sY{)`;&Km zFAC}tip14b@7N3+)e=ztXu82|x3V?bu457}#L^L2Y!RPJD;tX`bCF2Iq01X{JmJU5 zqM;@8ZhTX7Ren?6&?jGPx=3e|EHn3>_v}RIoj^}c+MuV`H2{@4=CVj2mx&GOCHlt8 zasl!*{(BDA3jNtrPX}X9Ftrb#VxG-oaK8DXKayTtu`BS8o!AG1-S5Upg9Y_ah0Y8#qm++G3hcX+kM3qy+LI-+?iA{x+22J&F zqQ3z}Rzt7fr($4;`dwZ{Q~!4=6RT+QlfumFb{1FW#me;zWy0{`vL{=o{RWHz_lq#R zmBN%0VEnl=y5lg=?j)zxom;&2f(v8Xewel4iUhEl7Io^TwIarg1@m#HYV$F=gTVb; zME7#X^sI~=Vz!uAwV7zgk6A$C!DY2S1Hb=PHih-DSkG4%+$5(ed8DtgiD8sxm;&~By~8Ah5)^y zB%tS;Z@|Wx0*t8t--JkLFM)QmdP#oYy6J$E?AmRNiD8d2fDD zrz#d!6MVkqhx%vc91!{|4{mrxW#+a!i(_n)M#ABj_g%O`>ur5etN+x5}b_K8}9+)a^Jot5Xjm4EL|?`I`7CApdmL(P%(E_&LwBp6KzzBE6%x zzF0?%&0KV}ad19{UeJ+Up-mr;Y`A&=hDu-3SY!IJYpRzqrbkjr_2;_e8B;6ho)7)B zy(ej+Q3#jnu=xa1fRT?fQD@K0+=S%!c;_Te1?z`zG4}V0e~IfPu7`Be&E8&4&VOzP z9lI$V&{is3E7g7VVVDFfbfSuz})LHD|U6Ut-0bFRueq?d8?cfv}<<0Vbh}mC>cgtul0OkV7|bm9 zRQ=ct_3S_1z65ao9o~w+EOQ>2F8+kyw?F5zMLQ?o&1RVnG@|ND$qjkLW(U{}^MjTt?tE+s)x3 zPKhD>$Hbk0evXpvMHU|s>s$I0uC}w=oa((Xp3t8aYxw^EmIauv(7xyEa5ZyR&Jmdv z_>x~nZ=S8qq$ft1lwiPuy73?W@h6UFtw+;UO)WXvGymL6#srYveQYx7{?F!>N{o}Q zPdXPPnm<)YUWCcy7Y8?A*hWVx?c1*8rO;dKJG4=FUuU^v+c)dJV1G_JolP@Oz+`vs z73`GWsBO$nFjl>BoS26;Ui)qclnW0(X~g2Sxry`HzHVJv>Vn94zmrTq!0xc~7~kRL zOo?byjz@27pt-EPT7GP7&i=Pplg^J9<}SH@JteZ%=(~+a3I31e+-;H-;SS!8q&sD>S1jtxg|= z@gp?(zmP~e=KhuO0diP3yZ<4Mk(Rh}3toIi&`cO5Fp3Z^{tJAqJ6i(-!R3_|75TRz0yEzM~ zvHppa9auUWkin+tRh_T6ET(c;M|M}SPg5p;pX;g%)hIRJ@PgxTBX&^^1UD8;A+@0K z--jXo6!M4Z>8sYO0z&Yg#8baAZ0g0Ft@=4uoex~o`HRQn<5ZONq_`-(1dBH>A^rF7 z4*oj0r`m&a0v_7EQzy<(2uSO`E_N3Vut-j@hbfnpM%RSdZa#HR=Z^jRm9cnR zVs12@E=du{sLYsgI1nuP$GnBl)IK=>S*6O$V3_7LQMTweY5ZH;SJm0L6ZhjaYEBU8Z55?oaX`)pUBZ-|ajJ zK4gxPmfW!vcSjixhkMxf*f!59yqp*K=$Oz)9j862C(<~xCyXuA0PVv!(;)#%X;&p3 zO5S?pZDgy|oc1nB(1{spxMYSK`iBH~d12DH5HOimq}akuAMc}d!RhKICU9Y*g|L9X zon|9!%bH6Z)2xDl{rRQjqaViSu;RMD$EOevW07MlJJp8vg0TiNNe-)5KhuZ)l*-6T znU)xe*gas*WpRF>RtZIf4!AKLQC>7=$hH@jU|rK3{Ra+BS0C5M77ZOos>q2c(ZF8b zU?x&3SX~5DH;KNX^1l{C-gCaozJfF7geY5i5PH4i3TW6(3fr@iIQ^_G;)KouG+y5E zOWzzkoP?Vbxp<$?N75afyY)|a9k%fyLl{S1_$QT=NaFES$7rPr zb3LsWv^o(csPe{07kJ*6+H&+YM@CKqxe^{cg>=7D~);j@6 zZ#2-<(EgIXd7l}Y$_0W6wYO{KvgcA;a8p&2RXROcn7KTA6=AmOV4)h2xwvk6zzHgk*Gnv1MFweS(TFn;4%d*why*oKaO z=gSglina;}_1w+cA$-3P9>J%Iv-i|t=yY~+hEa|xjF4dSjW8#CI%zE78Mi;aP!b9- zXbTRKd(@tLq{p5r`F-&HNU38=ZNZZm;UZ3-C{m{zuKn!T#y@>GlT5NG9EOdbr?m($w%z0?Js7O!w zF4f7VtzWeRTbGFC9xl*f6Q;)eAiW4116R? z_{sB*8r#l;hOh4F_kWba{cu?mhhkB-%1WwsfwEAoq4Hhjlbxmn89REbp9(m|L~y)r z-nM}Ye(giHD1zQP0C;37iIk$it=E4A8*g=BSpIa;A1CkWj7nUI2zD#>8AZg0iN-Nm z!&I(wTB`5QiM_D!C~rZ)(G?xMnvK-mFodLeL@Y3I!)U+nmPrqHBKSy}9#Kg>_GIIA zJB8F7{k=v*`pO#J2NC+VoJ8znLH$M>?vF)CRqqzxduo+kii+eEBC{&aE5u`v{oNX!N%NUuRJC9NH{UDFg^^~I z97|2?{)|eI5*)Wk7T}PDMP>vWB0614<)~tg2Ad9DoDTu-%w9t6F}7S`ExXiDFO+0T z`xcG@=d7Otm;QaP zo&W$Q!G8l`ZY}r;0H6iDQ;^m5%{f~03pB9{;)YLO<~UDfDl)_=)l-SPJB>6SF-}bp z*oUO2C(EGC5U~oEbfvm9Hnwmg`x_VBrq4yvJZjr>cg<*{l_W0NI=W`d$Qjm)uWvJI zbWRxAi9h<~ZP2_;7BsS3fE=AZUe8Tr&2qe5%)E5kfIT9k(M90N{on2X_Tc{$2cs2z zVnKk2#Knhx+TDh(Uypg0+gvz%)b8eHNxt;Ct5f-nRuQxD0F{r@Zq6Nk*Bp!&6d?VL5;d7D$NN zqrlgO&`UnN6p}j1J6sQ#!jhRGrMRa!UiH$c z@~B^o7$Bmmpw{$b_21Ga^_`D|j2ojMV_XYt#*5?zDVb7)Z&ieG_YU+W5fK18{E)|_eB0P<&?{g~2 z(Ii`B@Qw*-#Lc0SSv_mlQx97pXh%oLVf&LNYKPSU5^+KZfWv*f984N~qjpTY^BfLoewhaI+^UhJ@J|YrMr)3b{le~l;y}3Nx3{^AO4gqt9qGs?A(gFn2(t3r zKvDcFJtW#eO(|YHSb_x#Q6R`+%axLnBVi~ZvS5|l7Uhu`r#)d)gB<(Kvq3&TER9Bn zivfxc*SeUR2$i<&+N`HheZF+TV$zBi=j1nWk3TKBq#1ejMalW&&($JIt z@Zl+@p&PY#sVY|Xsq;e%Nw@asKG^ztO{W}T8*IJML%_G*$5Q5VG1NkbKvxE4uIx^5 z#Z<=M0B zvSOgZFo>q?$nX4K-caVqk=UZqZR3P}5l8v>Z{zM!Sq;ohTP(xK7=hQ|NmA{it-`Z} z=Sz-tdzbgr@2r_1^?QGSz7p3|PkH5dJ+mV;yo)-y3lHKPnHU5+B$tFy9#korzPA9)$UrTu1 z>Jljw5Jj{{3p-@vO<#?jT8%i3(oIgo2kg6#FWM?0m!XLsrTjc=yl8eoin9)*avbu? zlxYMn)L+j|T_h#WeajNQc+s>QC6%srRl~FuXHNi26Ma9C2$mO?Fe+jY72lV_|7zKF zC-m53^DQ&<5~iiRiI98a!#4BxFva2Xk-sMp;~GWZULP6vPs09E!Po zTo2n)J)fau1MGliY%CQ0KEGl&96i0AC{w)xwgcVp=|Wc6UkBiR$o`ZpCG`|4 zWC!pXYefEp+WwK?$P5)z^0{Y{EPw&Th5BuA-wJU%$_y%CuY>(`MI zQ)z(_{sm~wN+*vHfp5)78-8h*y>X-w3LD7{)A&WCOvf;M{v&m^%te$34%UAHD6h<> zT_HC4Sb1Qp9hzGBa)w;zI_Z&F&FB$lmC8a(DT2sn&G%YMWhS#Wm7KGctr_VC(CEL= zhNJP};mHc*CfVx|%Jp6%`G!i*vl))z;KsI)NexCk^|Ir}otV`LGdn99EMbm9n{S-> z1fC@UE|vsHx%QT#Fn5Mp2Y30}*&lho`T$KM5m~=ONpeW}2=Ib|WD$7XAy{&w_TD}i zrFQ5h8_}?Pw;(XGIIte^t7~-9BTEZ47nNC|Fq5;4!P@2Odfb@coWKjj{YFfA*Py** zK@dCYb?rM~J@17wAg%MDE)Hh~5c;Qs->O~5t;Pxu;p6pZjN;U@aJ;NzRdRXVgyUuu(S#{i2h-Ok=1HHB0EzkTO4 z&DWF46Eh3<67@a-FBE;t;!JLTRfuM`au^B^l|f=y>d_T*x>BF8S_JI7^bK;QwN*xG z4FT+ybOkU`magi)4S{t|d#f8P{ePPwYJ!)=PJvvQf&kGYkQDpM8&dj~LD zjL34B__RvWkGYwkD;5NDCXS*zDxV6WX%s2tK0(V#=6m2DXP=?kQ)$Im?c%@XQ@rRw zcGDA&+RUoxR~w9jt3WQuP+JQ_nRHpvvDH4b&9(L!A}7iBjpq&%zPWhlZRXq6tIznVP@Q0AF9~G$PArblXng1{!2>S(knoDL`%~eoGa?<;haO z=yUT@0(?|QS)8LwE*y#L&Qz9h_C%H_t=tqth3=F;r&0dpX5tV-i#035-3c4k#j#Q^ zosWLc&&Jpv7XD-IemI}Pq0_i1%7zbL0na7m$978JvJtT40VC zB73YDz;s(YTp6VeKFxEs(pS)O;4P@9I45A4dF*(VSrKxG@olP4KoH)oI#3dRjzOQD z4iI}c##mtUr`@u|MgflwRN3eyu*O>IzK66QC1u=?yCY+`;`+e_i4OQCKD_?8kW7AK4NivKPbwVBCmAt<>0($?avbT zZXg8VOT-t|2_^h~Em{J^LI?msSy>s~4TopAkOwEy^T(U$nu-}cWcEb9q8O<}6zGaL z(gFt?V^MPK&)<>_ibh}pm7+E=Q$B((Z={N1pmScMc{ByvOFu+hV)^jKV^S}=S|~x! zT9{@Kj*r(SZPWZdE^?Z0l3sEWeK~ik_ABX-EV9sx)d-_%gg03Eg%)}>kGr6HZh9XU z>>xyl>-*Zqu>;DYX)?ABXZ?T>UY=p23v-r;2pW{LFuY(8Sg?b+((w(4X|xT<*_<2^ ziQur_)Q@_MRn8jKJ!aG8kkKP*ustumD;70nrseZLY0OaJmZB}FAU4}XM4GZdlTE@t29asp+bf;N(`gpI zWVB&+JhMwuaW=*$o(NJDH2P4U7(6BXh;MJ+by&buHR5`Ab`>$KHYKRz*mGpJFhuNh zT0}*507(5jVWhyb{#K1ZyhwZ4$ReMYbqd=L=a}Wqc8s8cj-nSu5ZxO;)4JgvkS#0E z#eQ>V^O^kX%998i1+MFM{8;szTFvGgSP2NGdC9ty=CE2wyaD<+D_!4TT*>ZMKBPE4 zL3jOulc{D+X0BKyxom3&EKlcr3(3^t;UJFgkU|>?hKX%6`9n%|D5wL z9rg8axR7Rfo`rVbvk@784k7)?C4D@N+Yxa#NNhtJs~#3dnpsjm zFjpgIF}z0C#67uplEF#5%{7_OcY9)UV~hk!&yJ6328E0}&$py1-*Ewa5IlWEw2pI& zGM*SMFQ?Sp6LjEVgy3@Cux%De!Ob_VdG?HF%_zjegbW4wX;~0P5nz)q2vGb@{?NK zD4XrJMd!(-%QFH!zyd~H)_q{AUb<7s2W=GvCR|IxvEY8?0{a!#4r+TA0t<4Ki_Aqe z=~`V>8Q=5vX1Bl`?u<5#sk~oI456dgw4G>k*t8U^%}gZ`$L*}?>~XFPkPPJDeka&s zc7Aovrz1r!6W9pLch#fy-vPXutof)*s^n|NLm>G-^@$orTI74j{HCGlf_>MRRa>Mw z$Y2%fna!&rQXp#^m(y)O^*Oh-skyl-BGQ5yq638|;0vuB&%R7E?NY;`TQ6v|v07h= zznF&33kj_Zeuu!uL^&;AsO!?nKx++*(p(R;*rkf=>W%y=2H3px$(={piq%8-W4^<78UwMp3{3(fR1C87$vSx+U^|)o|rxG1IO{17C`%rV{35zQ7iaHU`om#t-C`E30>5xl{Le$eeJy( zwo#3@Y$O1$4IvC2)&8TYKb@RPYbY-Ca_dfZl1fy5ekNO`xtgJX(c8X@S%2WKaVtVt zvH=tVNhKg2k$v6es!NU%;BJECbkMb9K39JA3o;kw8W_d9P#j@sb@|1QYbkqX(=2$( zaP^EO1zY$D&?|@|m~WI+-^DJAfscBuh{#8TmlOe^r-fkV3S!jU5d~4E-p>@4|kFh;WULmPQefBhS{ImMN-j_`_C~VHnN@%w1-t? z6<1_u6s#XiD*BUn)j?S(dhdCAWc7$zx)1qpf9iC9ou_%QzB<65-e8tGR5WT5o(3|g0CtvFjm zC!}g4Zq(yKRzHjX6oYR42@wNK+;Pizf8KpjM67l6%H2?5OjIu`Xm(TAn*40po1cnj zCeU!&o-2A=hR(Kyj6nGcR8Tpox)u(Zz_--j4pFA4vS|D~Z}gyREFtI7MO^ za(~`!QC1YGJyU>d*)eqWs-4+nE%}*RiB%6Dn8HS}@idmaC*f_~318*vW~q>x(S}yc zynV0oDf}+(qr?EJOI=O3X=*w>{k`NWW;KrF{`{Xn{u33C!=Tu*_Z`*;<`MWs^)v>{ zj_$OJCIlfgQEp{Q_w4EEK4cKy&g~OigEg3V7Y_;wV0csFnvvlC#~c60Ht`oE)b7@@ z>X9L`0rmVx9Y&PL^uSec*OsIk`%QAfzGj&vQ`V`M3Siix{bafF=MmjEx2!xRpFkSI zzbgDm|JXHEepJL1Thcl&n%#zHlm9MX4s~G~(rwo0xCy=YD%i9xHvtFAm{cDY%31Eh zHoP#tdsCnIm2`AOQ+coy9IYkwWLF;KDUpMxL_Lo}k7Ei=y_rX>-5j`r3sG866ZgroD1g!y7y`A?RK7`-mhte1^#F1BWMs z5Z;LQ5n;|dyGtS%pG!(RAO8D>sav_6-sX`5Y!H6?Ad*J2%74dkuQi?n^YG$Xc~P8w z2!vz@wF$T^yEz)|DGQaCa`oCr^nm>j5@E>q2SQAjM^nLKpXfHSomB^< z^#g%c#LCigl`P5I#|Cuc@v&nb$jB>EJCA5ZKPIue6;7j?maY!+<$|F?KOlY7xmEje z6J#U*gyAL&LG%KJhOot7P2C7UtFj9CXZ;$~GVqznTqr;!tk15 zvIYx(R7BnqBoWHAB7E!b`+d@JHfF78}zK5~{I3P&34AP3t5!|JGPL%^cz z^(;Oz?~x!AAhBtU@jmUG8Mg}X+3mslYHnY=CG17jmFYF%QOaE&{!Yf45f8G$$yOh{E<`N2!xKMNs`!n4!&=}YXS9;E z@hNYuZ6gq{Nnxxlescr@Ay~CQSMKd!xS<`%!Wm@JjDT+3IY>xC^+j=RIEFS% zSX=40f;#HRt-F8VcBj*mU3Mcoh>hsr&%Za%XmCU1bvJa&vBlmuZ{7V!gkEe?*1PMQiv(c@QQTKf8@BYo@Kbc zeW)*a+bh0tKe6Ptqo*omyIsdp>7oh_O+tfx2|M_i+?QdB>zK4FJ2`6FR&vnn^9MzE z8}oZ|g%rxL=pCOsQLJy& z=hSS*STCQrUS=#Eh+Tf7r1$!!>hG8`y+@D&G1wuuM>GkKb(w3tX8tBZ;@Z&j`o=E~ ztmTGJBKeKNzv86l$<$T$ug?q0&Rb2cJEQNoRKrowZl{0ESs(7UZCutcPM4z#r&Ydo z>^Em@f1Tb~+pDcBc)G0l(ayP4wSR*QjU!9X3QDTS&K3CD8ZsX?GWTsv1zB;W{PF`9 zg;^u!O7J0RVaX1Hg>}c$Z6A1W|1FM?w*>o8f?Q4}hebgds!_P(6W^DN`oYx~so`D$ zoEkQZ3PcxHi>x`dy7|9#B6bS2Z@m9veoNOddS$$ZnK91}vytmX?0k-?#=+13!Wn8u z{7eYEuD#ri_f9y=bH}KV?E3B|4kW{?6%ZXSpQ)UltoV}8rb)Im)oMqC-QzLP@fE%t z0s4xm5>PZW>2ut&T%H){c;44+{$3J^iC@!;lLnYvJmlB3JJYbs?XMwvK6?LH6qN~OFDCI}k)XYM11R(bG1D7XJSnEx~N$+3qQ+nnw4S^2r#>wI0Qm>`W#-k{Ea6q9IT%mRCIiz9%J$;!AtA(XI6WvIf zdYcP0%b)^6nrtYFJ{WI-V4$U@>Lhb3+4jOvHW>4rHDkfwOPI^!!pd0$4Ht!MHS5|M z0;}%$58rD8q}9)l6TD|Su_L}mzA!4DJ#^{}To^7g2XoghL2AJ*!6cvbT zuj_z0vWJ>sg1&Ix;ly_(KTD-it52+*oMeQr^2vsv~bXM3N=s+3gZi?d9BY|}7TUzrpeybMPveGXOl(?4wf za9{CgjW@||6)-m4RZzY&?}dGTOyRy<>DvGIc=DgNMTb&ZD<)M5cPk(00OVQ4_$7Rux)HPge`xCKlQ~(2X!Wr z>kBC46pNnh21Wy1y74#ea1x92nsYccg1%vi2swUyWez)s=R7|T$}yOcO-ctJUN~+^ zUh_b_VaYcp=O--|yPT)t-w3?~J5SM`&grkZ@9NYHHl>0<<=yvj9e-L-dfTWFo~L^# zD=O%n`d$jt%ezO>TOLFhrcvBn$SNC^O$G!|WKQRBLV!GGkyDRkA(HZ48PRP|Y$49IFh2|!=+`w}ii(+59GG!X%_V3h`{6=TBsehtaHM6T zCib=D*|A`X@CwDBYy0U5!h3baX07ZhP6$7LTHpCrAvfk6X$Z;m*}q1IetTW+|M;&&UOaoduGvDI$H?zfI$EyG8=k&* zZ1}AqEJ>zzAZgJcTY3LA7Q{w+Ev3$r|DfufJc9~tkQ6Jc*IpuiYYb5dLlHt!){Vgg zA=-YNBH3QqDdCH0p0Af&^p_j?W4hutrdl)5e)yR_V3yWP-ZenBuwesSd>~{%0uO2o zl+Lm8yg7XtJ|y`C@i{1bW~CG}@-{D$4)bYmZ$KEvBU%+rIIO;&$tY&72-k(BKP@yY zz&`J1me>K*zN<=OYJZ$_kqD)L{!tFGPAFg546#5C{L|ua72>*tK zf5Aa_19pYidgfOuEN@A`ylj@AKiRb&`KdFpYX3TzWz1gC`YK9;$@2-+%&t7~$p9gW1ySek+3(~lfAAf%+X!dhxNSzJ00We>lErfi*3NsPF!miNjQMUJgxr7pEe-M2X3bZv}T5QR{4LmcxHDsIjc+iN>2@b z*)UiuD<+t!qJNVh2^1A1*zvq^4Dc@HHC5X+NVr<6()8ys=`yXmSpDRy3Y;O!T1-O- z(N-Z!FSlr=HhE?)*^6-)U7Hol zQ_{hQ*u2TZIzG^A(ND430cCO&8M<2pPC0a)PC*g{; z=d1e5u}Ot_sfS?(Gk!d!jL1H{`}^wv-E{J=P}yJmOXq{X+c=pT)x3LNez#B?UYIC< z7J&_YREeLzYH#K%L+ZV6a|8_JK+U#^4o#)MP)I$YUfP;<>L{{4XD7B-JV+$09zca2 z9F5JsrT-)tHK`{t(R(i?3c2t_xOQ3dM(jC303apusb3k|u1%0^wPKg@uqrv)wh`&b zr)p8C5H#Yc>(w!53@lkAXjHGfBeSCPozJ7XZ+cZt{FW~?_qbr{sGAhok3#lQ5B6P; zkFRAcXqoy}EF?v)}@|E?(oopI0UJbmxvbap-f-)orXN!7Rjf6CxB4IJsG zDAJd4ex~A@P8`D@g*o$<)q+VHwmi|tJ)bE&raL+h;7O0vecx#wVChG+A7T_%&nsHF z9_H8#m4aYOJo*R|WfU4m{25t-TltwZtt+fkq7MNLtf}LyTv`)WypXz#leMIm^GQ@C z7yISDs*uZ%=$kdpUBV7g{>AIV(%Bl{dxTf=hVv0rRHEycv4eP!I2|WVuA0m+hyP%u zGO-snMWyyyw?UG|WE%*PKD<&`z&t>>t{kb}qEtvaRzo%cjXojW9} zceh}%+H=&9r`Vd|8Do8}psqxM?~(M(?4N_cs0eoqX?}IwaoZJq^KH(=!=U<10gvUp zhkv@Dj^OF|(C1TQ#p8nt(V3wmvIB7V_(DLRmZ#%5*?^3>Yxd$JQ))3nkn`#ux4us{ zFAArl+`AT6e?8@|bszB+M~?5jUgYwgr;sjh)+pNW;F%&uW|Ou_t5QHmDE5r7No2ts z(xd&SH)ErL_Y}4L>MwV}hRf|jK>)y%M4+1)FO6eY)cBVCCAD}99$_t={PO%pH_dI= zHQ3T)A=pYIal2{x*-NUM7zd%Vghn@E5@+&;?cIBh1(}yeYWgV11n5hOyQp zFyq@*Ajs3KqgA2p6Mybt9L*zx$rGk@!=4qu;<;Lwvz5KX86-d3%xlI0CH>0{e44%J zv{sGN);?~FVpb;%e{O3JVjjO5wdJ@#lN|R1qWiEXsJ0 z(_VqBBYG8z)wuo#I?@P1aA^)^QbGiAr&~VeVqO@>pSCW&Ko=NXU+pX(L4Bipog;^i zQ2Mq*{~zHQ1Cj%qxp~s`I%-JVPlMu?zsVR`5hNZmUcQXxrsWxI@p#g`iN=}oOArk> za_qcGiyArW4Umct*mx@Qy<5v4v^ssE48F^z8SLu0>3L6{na}A)7ggFfBVhfj1gW4n zRphZNy7GiySihFvAWu9l>3KmMRI#qA=lF+ZGDQsHO$NFbxPlWwyfb|>WMjp1WkDZX zhaQ)o&kxA(Mbo69((u*Jom-U!RU9Pw?7EYG2eeu+LxgfuRVdES1SxDGM+_4n-T1%` zrc|??DK$4dT3Y^MTktZN1hUeb^MdIesggXce{KRvSMk0^ux5Rw5$O)A%v$kk&YS-_ z%nD+Mdza$bTCCijj7oPtF^Ib^d#osG_(11Uipz`8rojuhvMRScr%p%7!UDXxz~ctC|1 zTgGBa|HA40LOVBx%h2$^DctuuVE;{(Ai>|aU_`V~i$KcNA8?9jm!MpZ4z2z(!nbY* zeb3)S+)Hal9jp!zH&O%&xjm`#?{09@pYC^Po<^89#P#G490jdpPMiJ#dw5^XNedrQGCv|+ zF#8~~V*g&&GVWpk54qzWP@YzQ%5Offhf7`Ct~vS5V(XL0G$+-Poy$6w=b`t{{OS|n zm01_|VNHIIetXVrS-jQDMsVSS##GX3YSiOy!dCtdYF^YKj4zlr>CP+?EB# z=ro6lb!Rt4TUX;>zWcl9<;TIzKV#RdmPoAv(!fk6LRdKi&tggCNx(_=M*eN<>c4Bu zlQ(Yh#C;FVbZyQQpb9Htjo?H0BI$N{__05Tdx0#GWjixu)R|BAeKt~sC=4`u-B)F0 zn-tn*aT*`!=or|tdft=+s+%aZg*kQI+@+=I8eqQh5|w`if!@ZEX6338d$JLy-oi_}m5 z7azn%Y=Xey^L^0Ls#eC@WE~M5(<^uZa(;VbHoBXG^~GTvfT=m1-3AKYTjkTDx3Qeh z2@!`aBNAkoweJR?Pe&K&=YJo#mH2XzL;LHO1r8LvcUzIq!Sv=W`_Ip2xPqSwF9xMR zjuqkrBcH*pW4Gq$#LxkSwkZ=5xqg~*TGn=K8!V#W-}MFkB|O73`IGcE3u)lZ^e*wo zmv+;U-&J}I=g%6wffMneEPYE_)ze=cWnl#^tQ~)xR(}`3v^m+m5C-`_yf1J26d;Yp z(-x!jGG7dwdhG(SN8$V* z?ACCGdHk*z-$dsPZK^{#L>n%b%!3g6Fw{G;qT+XRP|TsaskuWfI1kOSDFLVQJQDGB z`INncG>?2y`G$dOU?cN4P1Z7Gn)ZUzhP-hM9QW9fKuFp+r>byQA}b`3>=#|reo^M* zT~5%!bkO~V`@bYls*viI9?Ip3X}xfwV6>(ezB8Ncn4@Q0y4PT&z1ZxK4s~0+>5s74 zj?51xO8d7bfdGYOqz_WODe?Y)c4+Pi+6&L~g+A0#REX1tp~08w!_Wi9 z-gmuOEMe5EmH{kTIYX{9o+@X3(j_^Z|$)`f=}_Wy4?))0J=Hwc|eMy z$g~71*cS+?)Z*~8{e6m?AUBcMAtJ`|mgniL&+qhoW$(G$lQ?d{-Dt{Y7RDAb2z&;> z34WRoc^)maLF#_>FqN`$X7*2&=wRl}XH^t64sytJ`ByPQO2hy;^3z7%K|pJwg@rzE z37S`8QorauW;h*-!^C^SqPSvqhedUMK1yJHX8z;bigl)uFWPj<`&Xijfj zba|ztysNn2AG}{~<$JVa-gk8OWy0)IyDG@f`=We&7DL;>jH)N&bRgiLJIJw8oFZBp zPMl*}nq|e}EBi&4ezw>9+tAqDIF~goV5(Onf!_rqbQI@RUQG=CJ-ap;RU`Y}SN#JL znH5%Y*Lg2eHaOJRw2KQ(@#%;-68GJK37)qjSRWBkINC+&N$U{yx<27z(sCs#Rq zrNe4rrPFo?GBgXFFi|W{1xejuMd3>6JcpClNM)54jHvWuBC6@XIV0z=wcdXyI>*9* z{q*|I)FA}|u-9FQ)|6hiuh^89102M=d182sj53G8M((~?8vzrKKmSGLj+*(AVLayd zeSM_PZ0T&ckI%1dKhCS_ZTC2@`xUG32Pd*%?IDFUD znbZAvqJ5o%#%ql6s1_h@jyyF-aw`tvU6kN2TMY({FQX3gO;jPSF2~P)<>wvmcX;3A zFl<1LeS%;{pW29s8YF9}mZkcWSAPGk*%fidOg%{DK|9}L=?>f3fFsld-qzCceltFE zH-Yw&e!T?UpTiZ+&HrN5OOin{#?e-;z$2yl%UJ3I7DAXSm#=W#`=wfYVt1#7z+Y7i zfIeU-bpB30cavPxh0P}CZ!Oa7QO)t@asV~(#LulS-&k`0zKK0KHp8_!LE@`|D?rGu z9bV`YMDW@2b3x8v{Ki9M#RwWSy4i)jSF}h4xo-^V@<7S=JF>(R>C4Zf7d?O4XjQZ8 zk5%A>*oqhz#rSA>niq_C@XJ=ZwVsJ`-{(X%M*XS_3zlLILI{FYN|P6&+kIZ)6N{^; z$i)h~oBhPWI8#VROYvvEwN_FKK|y$XsU;88z@R?L=p72E&H9lXEG)xgE4*-rYWbxO zc`mits3X~#dG=#uxMEIG&PIPV`fxWH z&8g`gL!r9F`wECLMZK5$5!I!WqWxlP*diBgSzKFw#SaD5RC?bA{x^mXopPg|B>zS>z}>7wE)HOJCC-I#NJ7@8etbRSyT2%$RlMe=WU&1oq~ zbbM84SCNT(_qrLJCrHKtjO~p%UX^=UDC&Ba9kFE``NJWH>)%uZZ_Sl*Bg13$wV;!L zz#xWt6JfBS7hlk?9%;S4l-pw*=MiYnVH$J5e?TI&{dREiC14QBDL zT@CyF?;5ta9Vw&rqn9dIW`EQ@HBT)5Vhn$2z{-s|_RAllM23jox<{J6F&e2Tc;Tes zOAKkjZI<)Q+$Dw5?GZ5V=@-=PfJKwzOr?Pr_#XH_9;bdjuh%H#%zZaY>Yzp@|0XHK z2K1wqE9Pcf?|Azeu8R5%;oKvtrs6DXZ}3M9qE#klQKWsq; zdZc96Z%yq<^@J<mJrbaAK@insx% zwNfJt&=I7bOQtdrxAVt3R>^9HyydQc5lReY_@C4QT<%fMP<8 zHahRG9U{oeHJ4#3aXRwq<#E4Rf6LQ+iWb8%P4962 z+n)#>OWGYcph<~|)DF7-C4xRI^v>1Eo_z7j_Ps}rFS|_&m|_^z z$fPu%!&|IQSgwHBd|0^cr)Rvbt0>Er8>YXbK~g=2BQq|Lp7V7(z1!Y7_V1|0K8_3{ za9Gv*gvQ)5$iTI>TfPrM}PzpIO#9WH3^%>Zs%^8o{3Hp{O8%( z`(TZEde8VN%S{qD%|^Vw%IB3xHFuQ~xo9UA{i*1shiWmc1$S(6xmNvPYfS$f>ifss z)oKS9U^$DNMafC(Op!)jn&Xhx<;&@EH%cRPO)e>)QDnELZ4%X*;`zFFZWpg)^wC*^ zGn*cH6kR`a^Y)l17;zZHmyWC|%rm>|)%a;oP`#3GI8lI5ISU<)&2AfCK(E^IlYM#l zqfG*W%($W0l+2_+-VBQo^PPLAuFI$Rm(R*o*-db6CIV9DZ*3n$f6^#v{9X-n|?ig;E?|AMENWenrcJxVWoToYx%EB^rT#Ol5>`frS~ z4%XGeN#obA&GiEE#hvSPl=X;r1Nhv6Xi|tf;2%iX4l9aJ6D!`nz{=bo>IPK1KkuJ; zVv;;&9{+Bk>4o<^{wd1c%WLwJIQyMd;<`CYR z3oy!0?|sx}O#?5$$?ETbx}u+&zxhn+3DB>u8|%)enfg|U&PY?xn91|aNVGrJn#Z4x8Ud`x8FhNeqEp@Lbf*Apa?1EaWIB2XE^d24s;ScYx+WJ<89T|s zos_6jPtzhd`O^DG+tAd%MJa^s@q+C*uP0+;Zk9MA8~c0n^F)$F>|jPv$S>^$3P`038!OG@7qTF}WNAB1HqimN(ttKRy4CrV6}eaj3ZP-Oca*`s%+x zZSKX2mo^*Rp}CU=i3SqI3Qo0gQnww~= zh)SC|bE1en@^O#cV_B&BUS7^IV29={j%rUGb?FZ3H`bQm38T{?NB3j%r^U|4>(JQ3 zT2tf8!%~&r2@026UsU)q;$((OvF?w z+~!kGfL0$itYG1kY+n#IiPK*zn&p%2C5fBrdH_%{y&!r(92$18D;-gt@ zLxu*P9bcZ@PNf#$ILUroqhBHF;tTQQ#Y%Zh*Th|`;vx9qyPkZ_ZWPCcWdz1BsSLV_ zam4Ul49imK&2OYz8S*>2KY zL;W%Pc&&ndfYt1=7AC6Qe~v_Sj8aJ&R!R3V4qHWNOIk zz8MI*LA#>N&kzniV}fo+nUF}|H)ysn2^El}*Fd|ZUv1x@tSG6>2%4y~FgJ&4O}Q-$ zHPc#A``QI^QE5$lDKBj+ag|7HaB#-b~f5vp7K3p{PV9@kgv z{?K(`6nLvRy({B=Z&FHvZsmC6bP8Vi&w{lw z6Dm~r{gLl8?zQ;<(?48E*ybz83SCLJCLjn|w`=Ac*l_AA*17x*CQ|%XrR(Mpi1>Zz zqcJ&{)~pN`yZgz2V(C;eJ6VIyZ)icwL;h!eZhnJ!z>uxUd^hE8-8JZE;qVJ(6c1L0>r=_#5O=$O-*5s%_WFOl02@+9q25E-vBGe`Q8;R$ zO{Msg9gUNO>1RoLx(p7p1r>+dWw#yaaNZwegbtck4J2$6Ce1Y{fRIaEfh!dC1AF=c zVcb$`B&&(3w155$&Z>-sc7$5m$N9+wW`^^78@Tdn>Fgl(j4k9QrkGDrsRZzIe5}sB z3O{MjX|WkpE~Cv4*OnECL2gv5TNvMd=&I*tkz&(=s7H2ZQ&c+(1oLs`&YZ+{SkID~#OB{!Tl_I)KgEQ>y&Ps|D43ju7SJI%fcJh|NjkIc zn^juGL;7UkBeXfkOJx@mOxP}u#%d4^4)~!`6XOnFkyXS%7{{WM&hhO?Xy`kYsh))$Xe-m0!OPO6r; zx$C5?ZlANZqFu99>d6D+U#WVm#9_|(j&xMh`KrDm+bhJ`$?rAYqW{=l@$skgxrzH~ zOxCC4UJVTN7d3qC-!D*_+;1jAss*W_j=#Oja3-4HAF0|ff}K@2{NpaU!|IqiLb58F zZPv_HWDZRWhiPQ?fT}2R_p)EM`ge5;zfE0@O~LJH>a!OIjHI=^d$Q&Vng1UE6hZ60 z1^i=2;h&v^+LK){TDewAItA}^0cz^phlnX06AvALJ-T?|9w4p|XX(a*+toN@&{PEp zT|+XFK-w~qu`Fav6KTstPtrohvS1pE7u8wqiZyQwmFQ1r7N1q)fYG0hw@Ec9Dtn8j z{v9hG?DH%89)Y#7 zI>*|fkNgWppM0*Bhgp;94tqk^+Y%3;WE$VLx){b7z!*dWL4mrap|s5BlQCFt%9*FX zG`e!L03Ep!n!0iqI9v9wlgswB{N&)e3cdgTXYakEElbbx&gTm|pKw!!uFfr~yVXH0 zAzDHp5J5120E1xUC6Lj8&0vq$l1U@Nj1BS_jKNxfUwzs#bSZ*R7jQ-0=(Z$3D0E-nu93v%@+2R@HB<>gu{D?0wJK`+MK-4bSTpDr}ky z4an|f&o2=Io82yC4zIFIq|$isXMYRNePFy=nR%)S=XwUU`viuceE`9ePeJGG-F9xj z9pSmdg)z>AK|cpkT4Sr%%e-I{0#Hi8D7`8KNV2l(HR0Ohum99J_6p@r)s$k_Fpe{g zPc0Jypy@a`v$lqfRtv6eT@p>QDwrQq1uy&NuNZ6mrPzRd(~T2e^%BEJAAx)0;qQF! zp(pU%UoB0824Rw5v(rJ8lt1l{vT95lbLXFg38cCr%?zDEgpv2;IIY|)JOc2+SFV3M zA>@ZgZq#8CctL#Z{e+3k$le3p*}u=Tko(fQ<~ zIC1~oV><(g!Ck+i7jKY*GKsDQ;@r7k4!du;gA0s z!wfysN^2;k;8+WC;EoZ!48>I~*F}3u)xWV~gL}n3+jz$Z#)SU&C;csQ$8B+r6YUl} z+XkgammH}S!nnTUW&z;3`|iNqKmN``KT}Zx5w60%@rIeNA3pp!xYsk_z?tJ?9w*4pb zp5r_$-2G*Q{iY_rT~UXPyb(ES5KweheLrKZmZrz>(Ejqvd*N zd+yXa2G=yv!EovI2$OJI4czyhA2{?gEhLh@2m7`eJAbV(_}r)9-FkRtfleeI_>uP_ zDp^dd2t7Y73SDnD${Fb{6;M$}4zoB!jx+$J6iv@Vce?NuA(Xrqzz6f5-#jcd0`TFx zHhvm}eDkd5t*=flPMQbawqdSLR;Q~P=_gYqf4jrw zxnJ8bu;RIM?IJzLhGiP*E;JrL#Kq(smSMm)3|Iy~R7kqj?Nu_%VD-k+Xy1Lf`)2rT z4~aL z6y}Dv&^-S*R4fo*octyCe1Gn~?K(jKSPd7=8%|>7F z@^QTI7oR}qh0Q|eU@(U3)+R`uUZp6l;YT5)R4@$_wrNbg$(d)uSScp<1El)t@n#R> z-pCIlY*)7X*DyGTV_NVms}vz7DOIW~K>&iZh;&+{X|vO$}ZKk%Kn{@cFt(!awC zeb~3XW}?WC==Bjj_ZZxpk4_{M10N6k@OyLb{0+l^cWMpo+it|_y|qB5GGPe;oR=t!h}N> zhSuPQ0n>9}He4{<1fc{nN)Y#lNc<3S$>J~9udh`qD01bZ!P{}m( zU|tx3vF3r5lp>Rnm}vYXAxbg+ln^u=d$h~1N9&%_8aw^*QI9gXTyRDWk46;zC!YZ0 z1GqPhPvLC-#V7H(U;F)x)&2yn)9X0%)nAGmzU@sjqj^)`$zXWpKmIN}@H77|_j>?9 zA|-bF1Dt3djcUw7_z}#C9Dqsk=~-!d?o0=OQ2pHij=cjw2+5%M=efDn*-|}!cS)80 zN0I*IF_Ka#^k;FDIP=C=#x5D>#x7(($BU({&}4HlfT2(BTpl#k$yX)^pc>2jrVjxDO=+YmLT4(V}ItGZ-MKSU=#4fATTh_|~tz^l#pF5Ip%1n8#tC@^EmR z??F1Bdm0b@{J%%gpS;5)gkbg7>+$mM`6jHt?(R(IqoM@SrVph|@RfB~r%%IJd1>7h zojoKMo*L!eQ>@h{;u1OzI)nMA2oep*VF=zTOHby&dlLd;aOgPy_1*NmnexCyvv&hH zz77Co0;UUm$&<0eZ|dFjsGMzzU*FXeA&GKfD3>A z34Gy?{-SUJUm3LBYi)p;AOz;R3uc$!6*H?4DzC^@!?w}(+*+o0hCzto0($7h7=3={ z=E*fuNpFZp{_St$#m_u}Nt+DD7_PhjZoJ|jeLL(^YctP5`Z2=I2z=!vtQ%ed_r&CN zny;)vZXLcKXGp$eMrn;f5Ke7n9fugiU=2I%R45r{Gl&8XfMpsm4FmDiw5xvQpWcAA zZ+ro}xeqjjN*#a?-nsS-0A@Ci=imLO<4Wsf1mtk?!r(_SWR8)oWs%HL1T=}$Z+;z4 zzxj3OKYkVu|I+WGb8d6uG`T8i*fttY`JVli1~C}S3TtC#?SSTO3nPSJquHpf(xcKE zdoyykWpVQUyD~jb1`(e6&Hs$&|MHU)({+Zyal==CDPHl9zJ091=Rveo2wxlk#Dnv) zJJC3uExJ1R+(YngIUJRUI_1>@4a4~z04NRV$CXIGr*#0u9KnX`V7EKP0U(5^*2#Yj zT>Qa82bw^o4gjU>=Vv{~bDZ3}f7Y;TllKSG9li`ERQ_v?&Vm+>NpxS>#PEw34&@d1 z@t+I98g0m7A6i79rh>WdfH~uD{^p&x;0^!or*QGFKZA#V^#co26(fXT)$`DB>J#;; zE6g=vtT;dgyPthjJY~YA)(~?DU2#frqTMc~m9Hw|q?}&&EU0jLiot(=6VLq4hjHP7 zM<#yGj4|B!HD8L`fABk}>vkxO;CvriTCi`q4enjz(+d;N<(X&T-f;N+JD+>1)O8_| z60s0-i^R!(l*(I|d>fDgdI0;lwvD}Be`-;5Dy z=I{DGx*4@DOoQV@t5wU8|3P|wurNoSbB-_jg?FL(ikkocGD^_->{HnM+s|Oxj2-2i&HXD@Puaeu)3}5C7#{y~bIfl)|+PG;F67dFZPFW6fPiQLIu5@%hO*C0PY> z9Miyht92|oI=aIly3-fy(qWVV(2!DQO1CxE+IZEw---6!w~c*V^g~430@e+;!dRa@ zg>w>G2n;{}8F;rgjzpQh_=kUvNB+}?a=-T^9Miyw99l8NU=uemMJTEV002>(U~^|i zp`_Lye9NO--&W{AW2o$o`|#Z-IslpaO`Tj@g`FqY$40yV8Z8*0Y76UbS+UiAVdizNY zEfthd(20PGRiSF_gY<&{dxPbs@+PBk^PBF+T|f4Yv5&^vL&(sAd*@w;CIjXnJbM-p zTd+G`&oSY7ycvE7)j-#P)c#b`t0JxaTq7c)4teemf~wx&R^V`nl97O{7Kg7Kq8ylwpohuKO@bm#X72jhnybe%$q= zM~%N6Mu;{woZDXo2y$3CzfJX`EYhpEH?c*p71ZvuGPwCA)NO;~1* z#flP`tL{=N&!>@eg0Z>KM2Jjt+LwV866gQ?0Whtxa_=jSJkC86Mw^2~dkCI+7V*Vx zKoc;}1+^?tcMZwrIWX^~n`-yL$1&K<*7xh0CN|nFv>X>E=f@%hTnRKaR@CNTHcu7c z=4_wis}A^rwJ_u`hE68$S`5yi0YpiR!;!I}zV9Mc2SxdPSUG+f;O-lHAY!E;^k6Su><@y0@HW_b22;^!ZSwWeUK zj{n{s{iXjKPyE4ut$efN*>1(e&w{Qoe%;qXB9VZn3YyF=RqZM;zC%ZQdk*CrSaJBeFQK3<%78QN8W+b7!HcR*4bDVs#o+J%V*Nthjp{ojo zl}&$h2Os;1U%~3l*W=Fr@vT_7cX9xS7!15UeiyL!>(Mm;}y zHaLW&JABs!wfNNT6+#G%m2{T9=+AHhC{0`amcf+W|3M7Su`*8qCnYf2_9(Jct+P)@ zIti*JAv!_k32!D($1LZ95U?@c#(Illb8j!#PJQK`%f<$OVSvV~@1O5Yv_^FPJjC`U zs3l>a_Tb$zx#B+F>Ee-J{#|T7^u$87O^ZYrR3s{J01N=d(?YIoPaP9X2=P96`^tUa z`ef&`g%38ObO(Si@}sk!)AZ(V;{ek94XImRSYzVUKLC}>g_ep2_RgNe-~HtK;H|ZB z=1pIMo4@PLliP?cZ`-BLD#!vg7|at5 zNIyZ+@#jv#l!0Y%*rtgv$3QN1**e2B_=KX@N4&KOJ?Mfk0dw7k*|cCbr?1cPP8W~; z>Id-Rr=Ngc!Ujhba5wUf@SO%VY3j5UOno@EHPrzCKnUkQ2H+nQI?w@1cK|dY_fK0C zY}3p=&8v>Pe;K9&Cni2VhY(6_AOyp`9-jKoAH~yu{QtpQZ)4-0m*ezTzZR>nedUp- z51&1UM}GAK*m?T-xewJH`tZXDE1p|B^*3|f19iqkC}>)N4wHk8vKU&YmFG}8eVno4 zn^!_$th$Id$4{Ko8er~nJ~J&;xyGLm7;BS-rxpcs4N$9zWX~@g*3E-!<#PbGAAA(2 z-~75u|F*7cB0l?RBwYbb7yt^Q6`%#EMZjAYc+-M&0>FuEskrTrKa6L7?@zJ!g>%a- zYA$eSEz<4~TBV6C(?zVSrHzIjwtwkgqRvkjp650r=3J8?T);_@|LW!~q!X zrp)@agiQL7bFHyaCc$>fUt`UMk*{O!rE@y_BA)xhKf}dO zJ&vFzt;|KEg(?=Hyn;G_f(`(XMggXY0uhaqe*idd14^kZFVz7c4F7D_b1W<02hSSy znfAAjmKt)#mu@nKdfYbUptXkI8vwlnp{kO?_lc0$?GLd>e0Y`x$Fg7>^M}rhVyx6l zVwyF~@eaTeoup~i|MS2a7L0be6AH_Mw`>rDA=w>PI>1v%iQT~vVS&-fA`$r1|NP5% z{ja^dup_no@rQB#&p(d6$G(u>>vjBc3ZOy(lwAi<(&p5$?CGk2gb?S>6aNs8Z~a;s z$18c2BVRl1QO;Pt-fl{l7V4bFB;Egmum$HbuLQK#7=$4PVVFi7OaqQ#!ZwZEb0e}s z3=2Bg`>CPBaj24GZUZFGp*Qt{Ja4WCYeHA4H9cuP`ig0F0D0GBt}!o7R$6DKr>+! z*1A{Al-@X~$zh)G5N{1iiv&oeu+{A$&e%4amEmp=AN#5I!ELwDy7>(36K$9+4x^Bf^tGYO;)&Wgi@MeL@-`m=pY9uZRK$8 z+<51#SZyxh9{_a8g+b%cLS+hr5<;=k@UY!0Z!G53jF1Y0Ai`iYhSTI6j%mWN%)+w* zG}0Yk9ifhqu6&m{lA<5MT(AR>7CYv1XsN?tth)8<=9vLCIgAZ&s`PPIwAR?_b}Q5f zA@I9>_@8?s({qm-MI!(NsRPUGa<4&Z7S{s+0NXOBIsgP{eDDl5zV$q|iyo`APk=D; zowJ^kD*`}i8eXXxD#~8);aV0vyIx`CD}`7HbbTKe_BuGfyNj;x&ozSfAcT>Hx1VK& zkhJCRa#WaPibR!3p54DjD&cLeH;$e0--lTS_-ei)=7aQup!Nb`b*7BcmrB|JOLD~R zS$2{TLfa?4r;KBjcPDBxH7r3X&DH)#?fMyiVE#pLt>M8j>KDnlk`Pj%JM?jWXBV5D zE{0J!SH!mNhKV&SU`*A2vgbq2m>pjxc@|G&#Q|^Dua0M4xMzYEEFc?Z)XKQV7_>$i zW=looJ7A=wlvbvVGR0fUI96FJ9s%@;X-~+j_(p3w4Q}2dC_)I<+fBGN>vg{(Ap}v9 zV5c|0h26dEdDfZ@Y`PpW(ghfImdW-IVz?N?qULlqsKvo+sNsjOav^e!mk!N^t@RAz3!d_Z2=6N^$@`bm!VP5HdY6leYknlq%RzB00j$l%zvY zRvV4lD&JjcBvRtSUK$OUg_a7H_Is58vke%n@y1l_1xWV%beK>@Xd&kwd~zije;{qY zoHP(83sy}xHOGZSmJq(zX)$2gl+`{wvtCYPqm1K}V_hlzj#*F1TL4&vxJqHPh7$P~ z*`{OT%-Sj%wtWmsaE>DyJG}vdXhyDFR}&g68`iWZ)^5pRjCiv@Q=cL)!k_Pb38$b7 z98tU|m~D(#iOfLTyGn;(mBfsJIhoM~TUp0Z)|h&8R>YhT`k_15zP#vhN^t-*@XfQH zW8_Q$6fF3x1g&-9wnRoL)|w5RSzp77=cN_w*FuApvNssa+~3Ozii66A5HhvkNK1ue zXNY)bIEreNgw}Hx98$+Pj)mr#;4M4XEo*X)^;Y9b{a7j|D$4<=Ko5Xeyp-$R%2F>z zN#Qzx!tTmn0o(_1 zQjk)DPZ1MRK?1bu-?5RZy-i=hRFEK!67V$-tb|>-j08}oLvhSWWtxp#60n|S!&u?i z8x9fW(Eh)g3F9Q)EESamE=kSuV(txz001BWNkl6)EUgkWDgK*bET+jj7F9e*C?zp4SK~RPe z5Fu}$^^_tGz|{^V1e9|a8NMm06oiyW_8kT_`dcapE$d$2Rw*XqSZ_BnZ5qU00D6)y zeIU_Prc9u`972Gk6M#^XdltG3l6?LDv4r&F(r2)bLkX2eC`j7UNjO2}@xv0FZp$zZ zbxA3u(rA^^&`Lo;gXq!iJNk790f;8)-ir_rXb?i6H6XP_&kvAX!CC`B6cu*>q=r_y z^!uDz4203b>9^Sq04ZDuSVF}DIX&wcW)|x;0jAk~>5BvlEcgn*7d3q}bH#$j7#=C4f)g?M`ibECeB zb@PTV2>{XYL2W+w@1&JR(#b#4D%lG_7_CIISW5*lh#>vsXnKMG)Hc$BJ=dtD^QMYj zB&8H)q3h0o$qc->w^!OZ)s0~kW5p{zhfE6zQug34LO@*;vOj;s>>!50fhli6ppEwd z*1Le*{lA5N^FO$4^`j5$6}tpTM~+W7ztr2sv0 z6w=4ibcDv}Z-tlsfAkuyQv*aO0VNcS5Kx-#UeXN=0Rc@7G)a>_>5aYr|K!q*PC(Kf z9vQv9>j&6r5p+BgjEG*-6!D9fS%Jpp(vd;0>#^&LS;!DblZ1U~mS`D8v<7v!Rqin8a{$wwGUe zpG1LH5S-$k0nrZ&txq%UCL!eIcdvg19@+WJyvHcy0C+b0$yshSW31S~mI`~C^OG8( z6J2)y%LnxkhNSp%VQWsg&lyh##&zv z;SAK|g*pwU6)Rstk*@%-90x!X@-4GGoFcn_0J(NL3xSYpZF^S?EnyRZ|(!2m;*p&jsFGGymS$&P-`j!LP@2HYuBhB1OTLh@)gvi%I~xw z0fdn>|Lhv2$yuvNAl~r{N5ztE2+@^OSjvg<<^8TmT}g7kM$kpT8Ih{-_>mhQ+e zIRhl!;Y$S-%T&6x)PxU#3=+s70Wlf4Yk;`sOk<*@g6M|jL`6zONC`iRFbJdE!?2DU z8o)4$&~);vGNOQ>+bpPK00qi0C{62`rnQ1Akel-#p@0MM$9JrL`7HTg0H6i)<#mk! z5YB3QZr4~M8h}*L5|FWk>;<5%1*2^jN*{ zky-#P($_9_x*$nA1!g)M)rD4cERn<#x)Y|3h(W($I#QY3CDzPOZ?q#x+t1lpiAs67ZHi8tI$;TGmQKbSCHF`Kkl%9q8}34KT+< z(($J*JfasuMFP||(pIxjRF)4tE)b+SVV%f{LN3c#g|t>kq(UqN;zXo>m!yVw+}Zyu z%$%uaE%iv*wVH31IYuD|Ak{6I{CWkwlKah3Bn3doZJC}|)LYholB#x70ja@obuX9K zmB+P|1^R)#wzmL!76LH2&d`j=$!4CvuaWZbfF&Q{8mhn z=d!efm7!&?A_10j@>W$`Dpnf4OddaUK2ym$YEuj?DNDY{hDouIKSSxtL%&bj77=gLrL3BchIV<`JBOn$B zhX~qy|4jT@fK9?f2&l%r#-GXvjdM?Sl(e$kSRQN(7=L zMi?iEg*b*C#AH;@H9B)$&e~oELI_ByX6}|JQt|IWEe7T1a{y)*(Gx=c0AO!JzJPRr z6aaczo>oo-pq{~YYOv!ULZuYM7#ShXKn#`^LggynBp_3qLM3Ec(H#oNFu8J_r+H8c zD$2e%5JJFP^AscAWCaZsCs+Q!6QeXTT--RhzW8fk=$xkh>(1^e|= z2$*AlIUJ%FLFAZgkcXb{qvr>;F_x2{gu+>EpmF9T8rPqMck3CrXHLMm{v@pRCI}mE zDw6&X(ZxOZ=eFR#a1n#&Uxa^t3xf+gi2MKxiCz$bC`sV5oU<+}-k4B>P3{_+_1Y|5 zbhoWuk7xJ3nCJa-I{;M5uFi0BN*52iskp9%fDAY;4gkSR#@%44!8aDGcTf4Kf8I60 zHK3vdDi}EfSEyoH*|4US`#WQ<32JhPVGNy!OT|yb;HkEOneBQYl)zZ`kZcXpd$R=g zL;KV*!MyTXCyzqFTQ;c05pNGG-TifjK6-wB3FWFWEE6a0c{$F!`SsZN@_Td1UK>ph zM$<#%Wk(0X4xV`d&;HJzVDmGNSKgW!O92=89Du6z5{d{;WpMyZliUDcu?~Quq?=_K zDy7Xrr+NUn)x#=+TD)|jl){ja3e_l2N_d(hO~bhLai9oEbJWZ>V8DS&BvhEnw#ryu z%X&_LHi{{q5l&&Wi;p`dgn+NPh&TJij3^`EO&iQvtjZ#_ILs3b#9M<(oPb2i+8Te$ zwegC#e@hs>Ts0)D=!=meTJ zv``Sk7|M?ePt>}SAQmqst6egbQ?P~!+0W+$vxWtuWgig#SuE6KFxFheJHyf)&VEos z6afv<32B!cByS^X@y&Lq;5lr zfV9tfUI#!Ez+80~G9q{u%rU?{vsCdTr4)ui%_4&UUjCM^!YlsCcTRqS)`)j}$f1N* z3@|JZ(*iRsfN_8`P-8Szky2o}BqSt#$4%<{&amP`~9b zt(31?5ztt1z#F;0<73Q$!mU9J(G9MO0Zfx1IW+65h8P^9F8oZ-*Qk&2--oX_P(e~! zJ6JCWYIm8ouRAf;_-mmMoa=+I2CSQJg>{=-%JD?6hw$t(ur}zSwTl=G_y3!B;V-}M zJD3JZ zZ&MsRvH7h+fwM=MY9JLh{ zv;fPT5rxX_f1x(R3`KxCe~zJOyd+cXudEgj9Z86O2;MBmTQ7wQcciRoRqJ3JLzrzK zIiN>!wLo}1uY-9OH}2JI=YJ4FNLtW1r#?WKB-rWoA@^&YYUreG+<6)8Wt(oG!K)e6plj+U7%d4dgw?A zGpq8bkh1p19{}X=uv25Kxeyl~LA)zr-FzGPN;&y>(d!{P`wY0J;9ly95daw`wJc;j2(>w6MhBoynheu8|FMUTbO7+S z4c-QzFCcvK83-R>ZVSf73GmgG*+x-oB)hvvwzr^y0l1@Ko$}z`GQMVM_{A6T>3{Kl z40bYgkLMz{9j`hCP(aHhON*j}T#f?(qGgs(FA*=vj+TjvCE|;H5R-#9Oi-KWlC#W< z*19w))XQ0l$WTquN~iPfuTtX=)H4Dw?{FbCjDXhiqju9^R(4$jMk#F5Kp5Biy7W7J zJoL}sk5~V1|M=*Ggupu87>VdA0Gm)d=aKY7=qMfjly0mEpaH@)n8jhVZE%x;Uk3n< ziN}^fgvWmM1333LpDjfeemeQCtEy7~McTx()HM)AFXny!qLm<-uY4gTjEZ_Rbu5tV zriPf940I%cOF0D?Nu2^hN?$~kA76FFXj#yD^dJ4wWIzC^iXlryM6%p;T5G5vf#`*m zYc15Cn(a2VRFK0t1%RZ6^po1P0Um^yY_72*YmEjrJKdLx0Bg#N4?T{-_q_-A{>VGf zzV~HQpG!;zbG?}ATGAil>EHTeocrs~AW0VEAkCbdHvwI#bFC|P0D?HoH3tAF>;RC= z-)xeI${c`$=vYF=lR|hpEkq)zd@eJ1Dz9qHFQKc2gy>e-mRMuQLMa8ENa#eRMR`J| zc`i9J_%kkAjdVv#*h`Yegb`>E5Hc$C6ACJlmG{sd7wQ%P5Zy4>H7YuOI&`R}5iUXr zsF7XVi!+8(D{WlZ>(ss;pufF`kNwoIqIq%+H+^8O(G5wAODsJG_wh{R>)T9cBIaq9lgvEW3S=jCz(8v;;&X zf&DP%{tz95rACP}5I*|*;Dx0%WGIkyf=b8P)@8@5rG}0LR3e~~kx?#qV-o;S8d^!{ zdPh%>AeDmB3Iqh4E^zKbjT`_KB@lj`YvI%iNOlG=HX608YXH(w#8PB0Zsd&NM7xEp zW6%)*0R4-*ct3In7yLQsF&ZbRDlcvQ)4L5MkEOF0Of=3>wgh9A5xLMnWuOl`c#B zUP}cPOQ=vl#tC$yYMimHo=6BpQGzH*5Q*f_0#67*+jY=#s~0D#i?P&NBi=36iJ=mO zcxwQ2&8w%pvB`irXZcu$fir8X@Z%VRAS^bWZb4`Oezy<5+sEd^PXizL2nYbfHeoe9 zSQ~A4C)eOyw*f*3lu(Fvy9l@T5Nz$i-{~TW<63AR5JJH7MgS^wu8XeYRYy^Z#^ifh zpBN`eC53Oa<7cP8peF0NRV2M!;kBoVOesXMIRaTIrUL-onP&({ zA_UAT7s@LP(GLq3b*MP7;JkGWUWV3t6cHKx?7`DE*|= zsd>DS(Of zXxW&V0w{Ry1swpgJI_)XMA0<|U=CD}Ky(A}cKP!FRG2{YqRQGB>xxnuu}Bam0&$Xt z_KW)1yy6Od!j~T=SBXTjH>~E(rGn^$5WNu0vA{fY>3RWt#X-E;Ls6HQ67o`1AQ9*X zA%;3S?)VUoMPdv?sTWUSkZR zA3+NRzUma#IM7N%`7y*Gs!fq$)d(pOCE}9NFI$uf08FFe?v^DhLTaTDZx5@tSqhND z2yz&K7!15+FHH`c8VtPUK+HKCU>c^uv2HZ5s$2}h2!k*zRVMvvWv$uFJ#L;dQds~% zMWS#-RjO*QkAf?g+MH*gU=+ttN*x;ot-2tC1Tqxh&2)D(kH@ODh6)8#5T`17SMbI| z>om<2i8PcSC8F{on$?DvyZ<;V%v#=zbFG17$1f%CKi6>+iDYL8VNme417jRFeKL$VF0`T->jIE? zk<9rHVI0HF8Lqji(K^kS_CipLgW5(acx18zdDB#MLd&#WPsJk5V_u;~KQ;L2&OS_H zM2V=pXyzad$41kscw939h`BrmKy>^n8LUm_%eI9`guKS|u-!vb&Fi|dLY1V-BdGdYruUvRejWH@7JdoEg@izrSo3`6*FytM1P&QLKFju6EO#IkosTBF@)pzT(?^B+N%5c&pEoqy3Qf7g2usTBM$hK7Q{I2_ZMS=B5D z5o8djMtOmf!qhQfTCLP68bqk-ULyc((|~OnSk)Rq93u#01aWkw2J+^@WWkfK@_KpU!0&m zIShjJb`zduE$oQP$bG9If#~?C+M(R)_71hiamLVgUAUGteesk!oeVjQVXV3flNBbE zz*up?8#Y8Yfbf$_qcfBcc$NjvvY>PWQ5+*kVuX=^sJJ++j<}|UwN@i{!QT-mt*qNb zhQ(_-LC^(<5*5MAhjH!bj{y)ZE$ z!YPb(53D62`XS`7T1Nm#odL(P;8+&WNIxq-N>vB124}#tZLBpLrCycHsc84FG*k%= zKp4-C!09>W@r`=YaCCsPQ&}dC_)&;wNy;wjH2bbXjs<5 zRnHdP3$GH1cxM2zh_8WAq|3(9g9)jy-S5K;0<1N>nc5+uA3^vD%vEQhDHCcim}?$X zQ>Lkbpm^I?RyboXbrQr0`hkDNb`m(IiM2+##vcHvTg|ni!s6XlT5I^>YzKfq7uqcq zb^r*0#5}!#BL;qecJrDjz}3bXQEJx&fNgMu zQ%1$cLg2z)2d-md)pe(D7-XtdKpg`{+gWJjgc=OydIKs>hlCYXf13vaz%dOtW*b5( z41xfID1@qTP}w5kjHWyPl5at3P%x_+2cV3?*)WPSu8pKnp-u@A03rx5_b1u+eY6_h zwPL`l0HqXyIDsF>>4m-Q6Ux9ws|k03x&Co1%7|&D5$y~soo+b}*RrNM0000&;D-@{ zFiNZB9cOAJMg<9?FiABt8Vl?eKw3~{ooGM~VkYVuxz+sS0fJzfxNU5rL5=84%H7ZJ{$9W=j2N0G*+aVH9Jn;Z2{tpaIc~ zAO>-&Cg{y5Dl8L1z#0~a&5`W*&;^IVov+lBb}lbLusL}B?N8H!`@(!`8A0U*z9!BaBQr2Gb+NBhUlbid#o{1(Ol44 zLpg(aqJd;*xKtq}i*s15CRS9M9_WY1Cp};rMtK$g2jFXNCG|X7>r%r1S$F?H8Xzlj ztP;u~b(FVVC=mjF5W-tfPxUp*MJbIi8MW)xw1_VYj8d$69$b6*yZ(dds+=edh<;Fc zpMMq_jtxHy5zQ5*d4zlVU0YVAPbr129od6)c z#@n8Umg}G&MCkc`?eEvJJ8rZF%nh$HHAy*)3lHZ3fMJl`rfaR2?En-jLg)+zaGm2D z1<(MP$w3_>Rc&K{mKrJ&kb@X{!5ZpSlSp}~M?YFnXrBOZ*V<^^bR8(?=)Z6Q{R`Wr zY>+7-IJL3@UeQFbBB-c*2S7!mLbWA?rpG}5thbuj>~!arz!g&AVz&p+wy^3oKxd^) zlzK@{+vZ@NmFg^1x%5y1W8Fi1v0sY;T!f6~5I7e4L5Qv&)V2`U;AMvCHOw`)ve3WQ zx)g^xietpd9L}O9{UXOJ?f{Vd5dZ*?QldW`qO|~7)iTi{QZFsdb{s15&0Tqi<)XG#WAbKHGSihn$&KTC44P5MYk>@@chN(*AT61_9< zs8B#~3f{C+Rl$mGQ9=ofH5c*4KI*a#q>g|K&$iL^hZqFQj|N?iSyn2J0Onc)w8F`f zY8U|}sFe1H^KIw}#gZKWjiBf?-5m_!InJ@t1u$1_u*URCQbGuL(*`ve;;o8isaL>$ ztKR-je^J9pD5YrMbQ(8((^ufSZ+yel@yG3ZUxxet)j!3@e*AsNn=H2sBljHfML+<= zdp@jSF^Hi{7)(+nwrQg6y6E~ruGb5taIw=x!*#IYd6{#^S|}uYK14rE z3kF>SRTyb%axlkCCvw&ZMk&@BO?Z}r-G09|wL6Sbuo4{eebJ^Whe&Cqkd!biN=TW# z_-}+#%XR=TqY9CbnRyYdH9Gx1)>l?aIGyTYt_kX8&lgk6fU%M00v95(k^`v}!Z;aK z?JqW;Z@D&Z_?r9ivhRHhn48@ox9_?YD>s}(=Y`F=k4Xr@`f-RlB?|Gy9*h+i)aEmb zm$Xz+p-7_#L42$VzgwP%L`e8?&O$0eFbG0~ag6n5Ypxu!77EF(kEBmwG^=q0SfhRp zz&@72ae8$HJ>Spmgq4YtF_JS4<{03sZspxHq89-r6w>yG^KTLfQQacPEI|iA2UBH3 zwFW4i86Fu1Av`CBZ7puVM;`c!4L)P%KMrOaFjrh8dxdH?N<(RlC`m@Se1RlM7Or&H z+*rkJZ~J0R>qqN}l*yMb=&chT4r!dz%kcG%->(VxK{oycIF{ak~Vv*yPQ3K%5Ty+S^ z6a`3xsC7YL8QRgj?WB{U7SwyKb!zm7VTiC`!CX-c)4(0?_-5Sr9bYr?IVu(i&ksSJ zHQ2Y^1LI73BS&9+9^4&(9x&WmYjmD@KKls}V58Yg$If1(wlGR@vfaXky-wj&R3aoc z_c~~ME}D)zw=L5$Z6TDs0MxU>Ds zhg^`uBKlD&vd>bfxr_fUy;ke_^PdMOK?n%5w_sXl_9DB3Aza6)j~L4VXbIZUgc9(k z1<@%a;53s&3Jih}gD|V6bhVs*)$O?VC;tcV#`y8k$)1m-N8!BUPI#|69A$}Lya2}c zz?{P&y{F#){~!*tMN=qAcb0i~7S~uToH3kix3Ssj6fR@fR}l=N7;CL2j2vr=R)FkB z5d8?$KIcCRS&;jBk3+bw>~e9X~JAxL1!?;Fsi;&V8!+3?*G>WFjpL~IqI^C zq9Os&EoTky4f5^&0lcy;8!^kr24ByN4C8fre}6x;qE} z9SbC}0QP)P(*UtKsKr1{esuS#G-N0sdO|HXd>qkS}_Ck7FcJqq`(*G^pA!{?p@ zH@inX`<+ibg3tcS2QqohmSNyTs|i}cK#^-yk84|KNe?~0oLs90us0mQk3y`q8U>v~ z0u>7&7Nfch4ZW)uJb_PRaTmQ~3ls63S2N6Nf% z9008~dcKdIAJnSj>!z>#65Rdn?S182({I@KHfr=JL2@A7O7{p!5u`grq`P}`NVhZy zNF#`JBMs6aNOyO~?)~oLc-}pK!o6eLt8ZL!p4Zvu=S1w>g@Zn5$4{_f1$SfQ))fG_ zRgpj`KMFRQC8@m`C%T;;doosi+0CTf-&eN7(HdbzU8tt27p$(eGiAWaRu#;w(4sj+ z7lZCPelA+4s7}Z5tqMoC+^6OpGp(f%CwXd&KbZ+cCe&4ma*8t2X|$nTZ7!rn*dkmG zlimmDs(_V^EEXZ#RKeaO%<%mp2gvi-elzhB8?*kZ?q4N`z0>R(Byxcgc96E6FCsQ5jdu8s8wNlS7jftLJEKlq*-KfRd7 z!AOL1&|8l*eFI#JFwo)jAj_p8QYPe-F9cTgK3n}_A%~686o|Yd1t@~G$T`W~{R)hJ z1wtwWGCiFF(xs~l#ajjpBO z_2be@Ky)hZvR*4(8<~uEwN#6(JH~_ddSobJ3jTESs@od}IyB=<8 zrv@zgq5uI|yD&?vctFc}_0-l%!54CNwS?Oe73-{3C{4sfnPJaFPWlr+? z9t8)l#Gj?IW|2n9=8XsQr8S%&cHgc>5Xx}YU2 zuVh27NJoGrg~?nbhX(|HLydlujy|Rt^0mOUsu`Q(dXZ`Gwy4-PToT^6%1(l7cpDOh z4J2qwIru!7jx~RDZQ_j5m-v>qOf{+Cvp7Z`4eB?7GB>?qUZcAuhptfvL|BhR3Rag8 z@IRpzsdSDH*nM~W$#Rs`!hVvBGR( zD%-@emUWDsX|>VtI$l$N}(@Io5c2zhmr}TQ_=y+`)S9*+U zr5ZBHtCN0X%%NtwWPeK2#JP}3(8t%N=K#C8P<0o#Nj4f>vnBo3Gi_FmTQ)D&9iwXP zD5CP8b*p1}KTyUc7QL2R9zK!pd`*ikMK;TF7dEu5sG8Pd;KnaSiGTV=5!N+uJNIRV z;{8TW?tMG5J%oP{y=`aH(`;!qmH0XLp*p~hGUu8p7>wWkp#8&#-zU?CXTyYsmf;#* z8r6$$2mgo2?#AW*{>U1Sl;Ytv2AC)0DTw*c5kS6Z93K?o1S%zFrv0IeGD=v-7bGaV zqEg<$VV}3RP_*x6Svhg#hZEG(;wuHl=`$h6Q8(|GYqY~}@Y|U)JJRF|e@8DIC;p`p zLp*MYsRR64uI(K=YQ48ude(Qsra9EYRFLsitR-9{Mv;E~h*tIdatazf2}B3jaNL<$L_0QGjOY%0mKyBYyR>BhoTmY-N}^RLJJ0n$KG@;@D9~ z?r z2(Apz8DOU)!49mnCr#~|a9foAg_$!Da%OP$! zS=a?j2}>nyQI?IUdltQ1G(r-YU44A*=xx+Nk|8X=rg$_gAER^tAs$q-n){TD3gj^%-6JLtc@Rsrm~?$n;Qyk# zx?vc7#MjM_tj9A|u8oO&@gn1;DG@!ylz}&@hu%Df(H)P(sMP}DskvmhG-J4@Ia7Xo z@#O2>+)`Y&d{Cx+lH+mGv?I*%(j+@4yFBAJ4%GJ1MsTiN5C;f=11Le{Cp6`+X#fC5 zi_iHs(>8N(uHULIoS`ZdQxArcWUG_m6-N@$5H(+$G z^UN{Hr z>?)s)!^(G`j>-?JTLH_i)SKuWR*ygLr0fh4uu=674CAhhru0C7Br$-uAxI_W4gla5 z7YiPh4j#`;57Xp2*CPf@*H~*#zM-u>(^+q`umq6)yF3}PXA>1cE6e_{zI{QdY$Htt7ljin=L?sNIOqw*;MQJ}AxiyhDnZVtFms zPh9rcAAtYdD=~d}+vE#$A*d`eno5zHc*n1QG2~Uh({=T@-@~9ZJ!wP89O}aJ6Suly zRYrAq{k);wbghkTP)rOXKIAitPUagD((}KrN19}QGbDoNkz7cyV(Ky>OP5whOXvuJ z{M*_vF>D2;@H)K!e=C~FC(;> z`OuQ&?)hm~b&`_(B2gs7!#BL{acleWqGaXjB&rmp=Z&1&l_xKZ+0ZRC|AC8mkxTIO zZ-PSiLfX`s19zs+jw>w)$~fPBwoxPw3NZ_+BJIvRS#EakUMUL_=^_C4jkKTVAk#`q z0T4Ov6mH>oG^2wE^=0??%8PxkUn~*jrF@O5GGv)wD?8Y7ORC@&d}5?_Y!6G~JaN-o z+EABXP5EPA%z=Ngk3addY7V3Nu?+iJQeZH;EZ{YMC3U_rE3=90(ho?{r|)C>q{wn)n%Re_(E$ zp>UhKc`aldz-6*r>JU1hhXQ~eW|QY;mzSHwkxra0Y)bbJ-Sldk7Zv_`N4}Tagv5QT zmRU;<5~(?V{Oj{K6bX_e9^FN?sP$;fM+ugZt9ny7$4(cN>#~-Wjn9@;?^zjE`d7&F z*QI^R>|klIsuLz4;=Sy-D9lh2e&F>>PMZLHIQwaBZfd5;hCED!m#BbV%)lt;@5^Dj zUp4~&T+9Z`r202@Dl;yx`QleQ{(6eCt|uV`+j{!+eIQ8sH=Eg^?}IPp{kX?V* z<_LS({ezyrc?BiSfXoUS7e`ywnNDq(%JzDI@iLPC<^m&G$FrOP|W1ERzpBE za)`OK(|gb?i!?N@uNMt#XOAZ;o?h$LYR@s8~$>@uCi{Yy4sf!L>(G3?-peul#y7*Al0mg?3T4 zzNi~M=LmFD?)R7(KWRw^YOz38g+W&rE_j#8FSUZo(13wQ-MJnxVCa`WtgQ94M<=g; z88%!yA<)SK0C`YGARHaR{g(Heqa>9=px0tpItkg~ft?j3@6fU4OGyJQ2g(&ODhTe{ z9R%4O@CMwSS;ebCdb4m%Er0M==AZ~WozPO=uNVhq$9z_pE3wQ7BlTTPtzCTF6V1|v zofx)O=E#i7V+Ll~y|O?8aZ6!+sEBX47pXcBo_vM!r zujQ;5ezH`T+lR%g_|EG&gGj@ZrUi}kbv_ywoa-{g%{mx){_9G(d)x{N6A7Z=HotqklL(8Nwlql8TZ|K#f14=LNaqEsQE%*+X4q^3_fMxX?nNC!J%$or$yy z4CaM;&6z2lNPO^8a?(K#!$VH(;hGncgeLSB^#XWBMe*yEHp`_6%->@l!qrp2gD;o{ z71ZN=txRaql8NB^t&?wDsT77o4(`C#I@AKJiYz6Ax;Pz|cQ(t_j@Fd;h&4nn5z<^; zi7_Vlh8=LsFn{TyowBt3NgZy}L#ERzoFnW>yb(_AaC4kOTTmv(^eXM7b6DbP<;PQ6 zb#G_~Qd;E*$J{0DXgyJ42J-m;KVRI%66bm&`wso?MOd9gErvpnIAPf1Ep|kG$08av zlAI%-6Xer(7n^hfC&}cY0gtF7%H=nk@;&g^wIoeuNaQMJiSSD!Z(yRBRkWC6U1UcY z8LANHHZ~d(beo*icFyn6DtO9-dkQeTO@Qsh0?DBR?kz zYQ=`Kr!y7;B49wtztoRH6wj{WhhJk9zJG+EUNMw#jouqq4cTyj9;Zl|F2WD~^`4Ik zT&yO}sciO-Buvv(c+m^QZ~iz<*JCU3q9$gcubf2#g5asvl3I-bjr`}NO0BGy&=6a1 zw^HwS5`KidNxkDUY&(xC66a*GkG-UhmnS#00zy;uer4fR2aWsRPC}+hB|vu;776W- zNTBQNkckdYob3BK8q@2)JlXT38MwyIz^dmjD~7i|A&`03(J!>N`0D*RRkvhw7d@R# zp4Z7z?7kr=MchKhP2nE|To3P6d}=nr=2ly^jUz7to{M%{Ot3Zhh8g*`; zVJ;nSt|h#wH{8$ip;5W_aetvaq5nRiu(Pc9%=r5M6MwXiswlg=cU#qo&uib@jbz>HerO&^21@WMo)DP_bOx#j~Dg zi{-@<-qZfFf~X~()}n1PeO~ST@#)N&v~`>H&}gz3r)YH>!^Cb0bo0B1`<}Ev`s68F z|Fs`oI}rZ$$7x2u<15R^p};--l}Cb+IOUn^PoUlmta2I&F7L5wvkRN*s@s5{{W*QX zG|wXQO?_cL-eKscLt}`z+Qolol+l5kQ9_S9$Kny;;%6!(aaTF{z}EGj0YA9kp@lFQ zp|s%7UeA`0aepHuqdky6`d@UOH@HGO862A159_;;a--fp(B-_T78#-4R*7qHx!JG3P@bz^xJBtq)i(I>kTlUP zL9*A}ZjJ10?uTS}HpF$X{AacDWeW}@9ApW<=j(q>^g#x92)pKMRwO>N4V(Db<0dcO z(}cxvE|V3k;q#iPPr<%_A?FIF2P1GRnP!Z%W6wJaaV~5$M$SSvvUx5jBBuU;6Z0AA z0=2ePtXWQi3r+sqo`00(5fjk%+2~kk49KQjiBX`10$?en@KJslH+0}%U+O8BN=(qB ztxfT@B@0ovwZDceR-kKlw`BlLJubc}cM@hf*xkG0HKX^~BC5-e)^Pc22Q+{u(N;PB z`{jVbDw53w4xZ__%8tvZ+Qrt=^YW9x+$O==qn9?*e~lYejM23NF0;qUk&XW#%8w}#QsPx&y=SqW-S-NQ*n(mqJLM35qgGewurS*a@t3oK? zRKMk1M3;c+?)ruGoy-0<2Jp}5$gHMZK7n_ibs4F;p74lrTRcn7Uv3_OINM4R*emNt zVCOg?-)HhF&RPH*+;82auDhg#ZQTt(U;fj zt@*UJ$0yPO!ZFF_QVt(#Vj36kGf2~(j<8Do`2g>S7q*Ddw3(;JC@|8NZ9L=;;G}FvQi|j% zZs5Oj_+c;Nf@+*CmH&m{y^6>BCe;d8i)Jy7PB5NxoVbo#0O3wH27_D=`vpVQ<9tiP zzD?EronG-zp^@!^uYn&Fh*PdZh`BMQxY5-U@FQKn>@|6f%v^}iWZ)P}XY#rE7W6r_ z@wtEh%fw9kcBR_C8a(|~DZb(8$48Uj=D`#S^W~xA=C^^?l6vJ3xE0y1GQ;bCi(e{( zgXj4LBNCR4E{oOV)BD198RqYs&%*|}Li&?D?$2spuRtBl4hPijmKwa%F^Lwh+slv) zpo=j+ta2PkWEiKpT7}~qGchV}H z(CzEG8AAn$_V4Xot<5+}S!W-w(4Kw?KM@V=RQ%YXU2IOahwN6s?Ax@U)^qd~aZ=?X zd%!8{^b7FkVjzpDeR~}{k3J8stQT>RcO6>GEY+oK-4ax3BmDNN>6zOdbq0gQ9(th@5{n;t(jv`z#Yd z&l>FtNr$W3tkA9p7a%tlAC#4u9zyiN?-;uHNWN|J`avB+b*Po3_7OSD)IfiFy2Cez z^nSWRT38^YYL%;8r22+2zi2pV`~9*LeqXHC7~x4_`_Y!>kw%x?dN((8Ty0Cz zjI)~-07&<|_56F%XYz5)#SRC*M_k`Oh_cbvXK7LJ#>8tz%nTa(cy@kN>~S0>VE8Q5 zeu`UNdjIdjO#QZN@tNs8&FxwgA_qk{}OB%j=cCQjb|5wX2V|` z3DpTal)8Mw*+j<6=f2{gz64gz1AUiziE+mmgdR9ho;)YQ2e5m+?_u3F!DMczjtVq! z{``XH;zD^0a=N3}kje`HD~C+D;#h}&Pr|gNqTJnot9(A?lE)VoSWGP#)suTi`nzpl zaP|1S)bF~9GNdXv2(WE(7daQ(NWO7c`g%MOU13be@jZw8GfQ=AgXL{m$_!n(6BX&$ z(sNtwA}@!&`!l2&&!g(mZ^3 zL_Pld^ULC|A>)oj~Z-cVUfJN={QzC2?;Up= zNLy{N7hUay%>j~jVpEyZ*5>;$p{W$(t|xrRUdgceXN6AOxGRpKyQv)o1T;04(uW#R z`1kvhpZTo*@+}HfCXtMA&uAGH6(VSO6kbGQRJ56_ zHOXbccjWKbf9qz)q#E+Q!;kCOdjsQibLTqc%AVak=5u^Acj#s4mKY#rty<#$vnMyv(I3)`Xbm$yAvU zATJ-v#gA&` zX=bJ0!`_#s9bx=TyyL$xok4C_lqstlL?c}qo7i79U!gV^e{xLU zlL#OD`}h8jiCxZ)N}fES51j;Il?Z=Lu1t(3P=B1SDNlpH@sEJHI1-0jBYR04++x18 zN2x)PT0-0$B9syMLQ-gq*-EW|E4zC;&_7FnHza= zt#IH*zd8EsYp_J9K$}jyT!yf!Alk$9(BIBcjaR<+i#H$dC;Er&m2&2=Z>9<6nN&!4 zE{4N_shk)8m{)F`_Mdatb3B%#Xxi>xd0w-vupW>IdiCF&jmt@_T)Jy9!1Ht7eL9MI zogVhibvui;j9q{dLlRx}i+`+!qs>2}T)$V&HhVJfjJPb{3NYN^BKlL5HK-JAUb z8EReGV&ODVo`zvp*oL>Dhm#yax;yU#aNqiZ=Y07g6vB=H4 z;Z#KI?fOT1TP(SDN2XZcwM=eh6v@>FQR7dI-@ngi&K7*ogT2+V1!Kx@n1jQp zna(Df;b1S^{taw=Mg_b;cBQzkxd670Qa7R z^yUKN>6jsT05lTuD%VF_XuDxfLIneT)_0n>A8ouMH!ScU^R^zGx5v#ISD#;zwR*pv zGUn9JxNUOqt=>BlM5B=K->LMxGj8wjWsqZuZ_R5RkLP)fJ!dyFLK#HiW}0J;3SVnC zq95J+av5HWzxsCUjLLu8;Bx5G>yf3t5#BI4(z;A`GkM6^7WAijKnF< z4$iwu(AXO-yNF`Wid#9wwci~}6obWBE<%s1b^$?bhzI?Njy}SE72jrWp~S{Fd{okHV%!;2-Q)Dp z&!}~uM7P(}aV+LgCEh9ahZ1#-LdLth_?5P!=!XO`i6l2si zGv#&dXe)APz-z4yUdOcphP2}c`73`gq4EyH;yna3#+o4@H7v^vbm_SSZrnn`7v6~q zmxYNxTwfVnr$g=vShJ;M$b6UY%QwGlFMa{^mfsw;xLRiN zZt}oO{CVrY!KD_qbYWsiOyGj2|93d zgN=9C5pz9c;#V~;QD^q~b=){@TD)Vx#3IRqK&0O*(8gvq85je1=#JJYZ;8m8En5szHfxQXNL%~>QPJSj+F=a< zJT$*DOJJW`sQEAKjRGoqSS0QlDEvXHv?Shhz=d3^}*ozKcmi)A^5*)FS z!?@L3I#695uuTB-<+o<2QbP4=R_4L(k3uypr0yAGc;!L&w^}iVl1{j7XW+J;nSbWb z&n&?oHk-sD^J-63mWazJ^l(%FG)b|be;v$8)Z`r^@>t}&@8_RssFMgC%o9de3e8w-a^HBA)2Rg#z-qY-&;@xoUIDIsIS z?8#r>Lts}*+wLPcI%ULLeB%`HqonZ-c9%Do&}@SiCwym4&|>gJuC)R!jq}2TDN!>z zhndvw+6;sskT}p6?HmLJe?P?x{ISK>UMHg??@mhxjZoPxD7G4)PeOiGWgHFgk#Wp3 zQO|Z`bwOwdyvl0)3vO$^6*n)gcg;lg){pn;jJ^_`S%$DG6Nkcoe{_&wMpkTr$>#jo z>7kG=^HLGFwK|Jtx025t48EkvcoF;X;kVhDjT zCcqq6Uw$#KQUG{QhNQmkAsjXgidY?+2Rk3-Mrt@xj*N^7wAb2vueuLxUdV)=UK<72 zHlJr~yY0{aHA5UH1cTOxGLHWZLh~Y*ku8rG7n2mU+vw;)b%l6H3i~`G!JB7`Z=acj zh|bqw$BJP#4m6+{y2>{|+q#2LKp9U#G)+OlSsSi(P9$KTcEuTLTElx`LS6(vl?I=KJk{?UcdKJWSNcc(iDJDE zmX!Nmem^sDn^ds6I^lHD1EZ(8jioX*MjN@Tnox)6__Vw#=_Q{s)#3ECM4JSr7*U5gJQBQ#t{U5M`YVS3GRyC1FkiKJP76}T(rE@x zahs6*T%b^}<```q5P82?&QG2ZmZL#vH5}Ee_Dd>l+?#M*&5o7w1??6FcsqMtGvMLc zkR|l5?Td>h#y@`9w%Ty?g%`q(OKWFhAMDz{$t~C|s_PSe9U;+(KhlySIjTrH13jdOLp&B7NC7jaLJj?sjNp@<#J$q0Ta?8H8?1zHc=h(C zk+Vgz11!~ot4NYw@==8qcky1Px+Wk^B4lvQK_n(-X*LLqIVGd=CNjj_T{IUJ5W<-E zpHYwd+X)ZhTqH_`#a!X8cM6&J_hGUnpv@dM<;=8s)Y-e#3{XgkM!Z245fJBho)WA@ zj(kJzUx&eDK&Tb@&71}cWY-rm{>cFVsXALq8-#u>IoS`Eu`+Z6Vg<#fJ^re{?)6Wp zR(yd1!XLtf<*d~I9(=DV0|ueJ#ZqKZbrKG%|3vL`s|=%Kul!e2u1ZHNO5?RC+vWBO z6TNP7C|LnpHr%E$EgldZjaJD-urh{Jp!(%jJyng;eNbkalKw~q8S|5Jf@VwJ$6j%1 zj-eG5bZS5I2~g%fe@JeD1ZxB50|rmsx*;BU3qyen*?1s$aT01EH)MCT@L-=Hg2+b6 zcrHf0O7;%x6ohJ|I>KaG)$pBB3P6ZG#k9do^5#X&Y5hUh70NW>l_D+DDq)|3 zP4b#0jT+Ov!|gLE<4BP_khF()p7m^W@Wu$BM}V88fIlz(ZaW()YCk#&&dpBT5}6XV zUnGjfjf#_8+5cWm0Us@jo#QFoej4R4r3?b(?U@3hl;rZ?yS;Yw-c_kuo8lDb{c?H% zYYDx=0mU0O-3zSzv0U?}F99*e6sGIJiu9oOD3%H^55io?=?KS=SPmTi{ z-EA*Jp_0gCHr+Kzq?m$b=UgJ(*&N+k9 z<3`t;wCS1KDKnqgXye&3!^lB4!i5f(%MGb@u@bkAbwX5LA$^n5LUY-*zFI$kT3QX}F*GtYNE23haR zpn-fB5Da>R6CxezYAl87gJr)^g%yzJ^ct^>!E&%$G%@W!3%K@uMXHwh%$^_SF47ly zEN$XrTHn6WfATx-hxdvBXPmA0imzRqpxb}*)PL8`dP{oZXMHcj=D{Lc{incBMDALF z#X5H%@*N6@;DrF-A?9>R?`E=j=Q*W_#vc+7yal25icBtBo)LTf=_FPPD1EBUJQPe& z=El>V!+G?W*aOQX^1+w5V#4sFS7i?63SULW^i=eF(=B&lVf56z{OgR_O-3pc2#y`XrbkJ+!@R zbUi{kHOiDxm+c5I;$#yvEQ*MA4LT^!rM#an&9)-d+Rh+f_Q zbCc_Huv)_7h*~TEwcB}|5P)KBAVn5&A_;Lqk`eZ7VG?Fxk^xf&L0{EkioULAE&&oXINO$d77OkHU7&e`C0a@H2WqPph#Gl+Cs==VdN2B{wu zO>C*p`7bJ}7e-eW5o1|j^vOf|7-{_Q&bQJV$efG6g4o3)5HgYdA92lfi?I?-Y1>V- z8}_WENIe^j;zwKnCxT!Az&mL<;jc2R2@y-|pnQdaLIN$m!-9QeD*jB^mx&`{zSFzJoB$aQVEq&f>kEFr};v*qQUui%APtf}qREa1)FF zyq;<)$k55*HV~a6z}s^y;f(Z`V>N5kS-FlqqH65~Olzz^7rai13gEy+1$4f_DNMwq zCyGoTrH2m4I2G}f*9f26KD{bhRUsAD+84%}wZxaf4(pQVu(~zVVCudS-L#`<3W|Xa zT~RgXuVIk0LgZxdkA>bCEp~ene7P&vMZRT%3p_sR_KVCZlU7wB#0^!;>_u>(#=jsS zEtCWIjg^$r?mwPREhNoyf33u}LY@i%c1qdPK_IDkmsN}Gd3u%RoN(VW#g5V-u@qOO z9(-O6;#e5Q4JCC)^IIPcP14q~ExbeOb`tvKhT|Z3;)@$BfGOtsr*0{vr>xJGKXClh zJe!Gie6bc^V6+|1|He)!f&oE7|4_bKaw6Ue`6CYgXOH#Lp+ki3}*yQM2EIZ-FMX@zeo_MjA1zfjUK9fM82$?v!G zHe~?8IeR)`L)<#!J-Htq+l^kZFYG3hb|SUTy(PkE87u>$*w}hFK}RwRkuLEUU9^a(xox8QEnjX>IGswLA>qE4;G9eK15MZ_P zw)@912Di=}N(q)tdy`Z=g_r9UEENMFmn;!}HREw-Xh}KBwCb-2; z-lT~ipCDPD*5oTA`;<)g8`Iq-p==dKSId{!8ATp9PCtN1Ss{{hbZK9KU3B&sWG1H` z)sSJ|w!mez9rWe2f=9%Ci{icMn|mso_i61EDOB@f=Qq&D&r2L18t^dL=kiSe;5im~ zS0|V%s~SCzq3Co?Y=W9&e{GH7IO8!f0cF2#S`-g*n^C<&9{08C+!YY5p79HL^Y-}Yf$)^&xzuWx9H z`kI9(n_u1m|3y*?Ji9rI;n#0;yHn18NLj5cUTnEdv)(Q<{;(?DdJ*=`EP(1M_U-rK zmHeUOd7;~%8PgrudCyps2SoxVrIWya+gX8I@1(=6*wN9v|0SIj!c)0lBw~0CnfeeA z1bJaRx5muky{pC#R5LX*w!K_*PQkCJmhC7^z(Jt7{<%5&Z`lJxC;hAg-OlYRFROP< zxpyh>EC>(5#9~rycU_Mp$2p%#t7M zW|!L{suDVgJ5P9dp>5PYD5+l*PGFH$R@hyz+oFDc=8}@eV?V1cQF#J%a0dG`J89}D ziF0CT}Mpdu0mishSq){O%SVhWze?;DIY%L~m54-rK*)1 zX>Lp<$;kKSTzX2CIj)(exUHaFd|{ zfV6-hom&7A0La=dMm(EqcVso5FT-; z5>Wcq5EkMDF6ABqgQF}rvK_VZlY@31OwCT3kal;OdQpIYVzBX~tp}1Fc76Ibe=pm& z?i*X9v@WtOUAMNAGO=G|!pV?DyMhpA(jL>`Enb#1G<0%T<=|qggYR?jUbRxTm8-{f zk7~Csd(+n6`0imcGwN1aUX5NSW*Z)|^~O|nlFN5P*C*t6(SYS?N9-RT!qLhiy|}uZ zn~OswCC^%_Y`6slP2A|{ZY2R@H)~$v1`@WH!S4mGJNs-;l?p6xNzmwjTU=AVe6Xwd z_AUk2oxZ}gzerl!rrDhdHH^X=bc|b~OnOPEQK0bhnwZ!JN6}dCOauc=5l0tv@?a|6 zu{nHWHa?!l?rbYMw)0y-ZP+k4%@L}a%Xz?{6O&BX z%$PsO%{(3@agc!%kd}CX-wYt2RmGCb%hP~7R}gFDy$I043dG7=7kryQ@%VOvBbmPn zNwwG1nfF@6EhKUjx6HaM70{9;U_?S#ZU{I>19!$a4Qo5EH4z@_YC_BuJDIDzv=ZO)1G!@#v)qLmoJlJ?8F~>RMwJHp1fY4 z9SBhMh3U8_#uaG#KCO?GSTS5F-nk~O88hdZsa}8dRIjY-|vX3iUJwBm~ z&yui9fh!qGaNVr%Ad3kFvB%yV=Rz3bhwAg_995<`@#r5nQt=_{x`4Ue6>vcVENa`j z&KWvxl;VwrB%bWL*8Ck8NxK5;+n(5JB1y8i$+HO2Tt0Kw^UEs~yY=m2xz+VH8w6vZ2arp%T{z>lo25aV5jS zL%VgM;6?dk8%@9KMHE zUt0&t36BdRcz@*d$)S+&UAAS8tJ$iG;XwpSOBjMO-XV@10%+8Rzn=Bet0B`7j6-}_ zQFrip+DN*2dr?S%-9X22Z3;8`<+8~YLhSICSO~v{elqwfMvhN z(Qz(w?dYn~dgeGhA^YHgi_nI(OC;)|D4juoX6&2=S?$`-tx>4QA9Qb04|22pgcq1r z(i?ks;ZJG!ZNQ9ciy%w6P3)ly6Ix71(&B@TC=-Z#yq2lGWZ?s(cC^oP*WhLwCqAc8~Gx>K8eV!aH9Itb_54L=c1Vu}YT_O5p<6AhDz07Krrb4X>|D87Ysba2sHLgRQh^Cj7P5WEFaV zlaCAhR_zb94?IL1a30Y5a5B}y zh8Pp~(lV9F%<0RvVWiHcE+XfzE#Hb6qJ+$q-9r~b-sP#cJnr%FH49x(rxo)*d!H^j z2j7qTpB_AdW}?Pc4+h#Ra=z zzIvm~H;}Mg#GeGLw;S>SN^C*rHwVW1PMokg5?au0l(K~e;syLYb6 z#qCHd@TkT2_H$`u1L1Ea)Og!rSs|zi`!((ph%N|11Qjlk_iJ)=J+7-d+c8jO~aXP3z=Xb+Fdo8z@15W3YVrjJk?azyrpm*#WK(2Br=;dAaf3+F1RJrNgfv006qIf{dg_d$;y2 z1%9sSU#y3Ex*}X0KUK*VU5MfQIcoO|J1(jqv&oTGX^a2f4Kh|I1^o_IAzTZWS)Qws z;J7O1;)=l-R5r7DY{j~nEn|6iBscr(FEusjeI;gmVif|6A+p<3l%UY8Kx(dy2seC~9XR$xj zt-Foxr#t&PJkG-!9-t3)Y6Bp%7nrVrU3#e}_j(;3XSpx+hbc~RCpt+92%rW43)rPP z;pJ1OlS9YaU=x#Yn~kmC8V{*WWVJ(2{EUb%c1RyoOxscx7sJbI?6IIGgt(fAJNMum;V=kq zWQ-E24On*uM?0!^HmlVv=Ae!O1ThQDf=&Sh$A4XH*8|_5P@APV0y;l#)hj)4*1B$_ zq5bAVJtPL{!{qHE)=*wJAhW#~BrqkJBn7L$ajJR#zE5UJ7(ho-@Byo@n)wp!u*3J% z9CH2(w9Wu&BnD;X#Rn4WefNm1BwEvKmFsMU@ZzlsL1J0e@EZdW$c&s!zp|;80i9$) zfQjKzXXxH2>(^#ksaE1dca(WN!dH-Kl%PLi7`BouEk@()$gW&j(C!UT7p>%F(m|{; zg4ma2j2|K{RO@!o18+U|>d}smEiWP-3-82()JvM6hKNHFrC`qSKk!0^XPP1D7?xO_ zy72e#Q+l*@`Bf48GhX4op|i+1J4+9g`+w#rE%cX43T0myHqjt;$}n3x6M66@XaMj7 zHZG`R`HGG%h)_*XW}$r&9U&|4u@ebz zAWL+Qf*G(g)PtOP2x6o@szUB*Ww>B3>FCiy6rj?8k3AT8GBN;6urb&1kPY6 zz>F7FQp+Y*6qnwV0H(#B5exO{*_h=fBcZBLNQ(u^Lw=zY+D*CIGL|UIEJUED8DY)Le(x7w%BVW2Nk~dY!QlXzcK9iD01XoZiUFg2ED%jd4}=gw zx*Ao_qgD2C-qA+%!yBQm8fsjn5DJH zL9}kli7%KZ`AV%66Yzo{kgD-yHs3AuX4lYagCN)BMC$xi2(MiHHfv+7iY|sqz9Z49 t`~8V|^y@w{v;X`1zcu*((t*|`0@y$*FQmhRs{lZL6yCmD@*J`M37Fx0 z?bJdIoC8yU(d}RWVB!8xXhvtFPXT}jc|#vz9ZFo!j|iB#b-$-=h59Y{!JDd#r2~_Y zT>_doNq-g7FHx)qS7Z~px{UT2xM5$8u`&id6ZF)ijUnT47;G^nQBp&&H*PeIgzsoz z>NI7^F-@YGG9EijoqWV&GVbNvcA$CYCJFtTR+iCVf4jLb#^-F~Y&Ie~Vt7+)Nb}$n zcw+GUlc(y1|06h}koEMQbcP$${3~D6FUL~&x*8n0UIT#|@YHx6mLmH^IIVbI4n2UN zqq)csNKOW@93@Ad_?`n%nzL1O+ncx_ z1|UDk@;8Q5l`ubdsJ_0g43u7vzLJv%A8!^w;tPb-umTip)^$F2r@qi@y}S=^~BEOGODZHkb;Kn4sN@@dRv!6Wf>) z0t7apr(5FUY$~p+%GI?lfyiCQwWWQ*f6G$pz{ltkBkOk?84EDwkoz^#yx++*i3k2O zXFagR9&qHY-GOne3~2#8rtH*Nr{fwP7>|CA9^|)^ea%<`niOMza|9y0dvpFN(rud? zrv02ifIZ@(hl(p8jU`=m=f_-*kI5D3-)ReCcUtW?Cid>h?$N&W}ibH6?f zBrQ$eeV3vrSHDp`W9pIW5W#0;ME0VmT+zw>zH=kMx_xBZ8PwOoF%T#K-FXk&(q)(g z0C%k$rZExgtyD%F!-JbvBfRwLK?fTRZyY17v06+W#sFt5v+Y&B$?6ZWcw(NTevQLU zz^*KcGzv^ChrqxqH}|01Rl7UF^$2+U$S#+yrn6+_l_d0^+rqnlUcD9j)2%yDU&K5T z^Y_vvMf(Gu#~KJbcEGY9rI8+F+7lwA6exiq-%}xE#;I>{+8DTpNYI)-Il*NMBEIM$ ztMQZ?z?^qMERr<5F*)JjiF}h)17Y5Zi=blshpL-c@ESeiKXjRgeQ#(a_*zMLtlihc z-#f8aKU#utOS8Yn)_iXIjl2PBv;J4`7{LfAh7#HfqYk^~PS}O9UUuEjRZp|DLjn#o z@Vw59KV$&Tgk<8q{szZ9DF+iZK87G64OCejww`;9jVu&RpK!aBQp~;`t z;q%JocI>0;tEpXF^IkM4^xYZe3AyBZ8aqxgVCxhKb{T2nRpylE$IMXNZ|@KYO32+o zN`0G5l`Sew+>upi*N8bP0LsmH&w|P>*q-qMiic=LE$UR%kJQ_mlS^Is!yN_92m9{R z(X&}}a|=K!p~K{jyHlrX&#oeN=2(6*hZiD@Q$* zI{PJJG%wJh2&IGmt}JIQK-g7p9+g1w&T_ZXVHI%DZaVITR=`=I_LkRKtl7|eIJq`v zCiqFs56(nCAp24eS}l(sCf_iQ9(SZwn_yP2qTvJ0L1IV2|5*z#nbk#+f&=Qpx{99` zS!btjC*^S2R;^`x5TIO)yQyCse$c2L^?fq3_o@Q(mg8`>S}a8@jv#@M@bfn5uk#76 zd*A%T0abQhFWhyPW&}g^JeKv6CC#{d%2}VnWGuLoxv+m1r#JNeDoq5fyaa}4+g8j7 z^MRZ}2^e;gef_%C^bcHazE*mivAF)1ej+s-QPnIW`nO?5Ri!kIdl3uK1n>SRJ9H$6A04~8o!Q`FGKR;N{?-iJUC z+ramGT59#PxnW&Hi#lJd048KOEpbK}JZ5ji#V^ba`Wfk$zobsPU_4TP;#7ah-XYsziFGsWs$;?c*@ z%yf07oZr@0kGAqWY-~TMT?_ku(d~ZEM=`EXgE08e;%A0Y^Pmk@>wJTfBYaM?@-@q(PHEbYMwBMZYAe-a75;of z)Mfu;iUQB4LCEqw@9O3!8~{a{UASkfBAS=cT(xxD`-|e*j12h>d%q7h-vM{J{K`xu zC^2#LRdcc`s~DaLi=Lm-ix?lbGH_xJXn1i#3){K{5c-!qOK>lyy6yMF z_-PC(>5teZO7?#Vp;pwcI1t0SF@2v;rJ3?>(Zr}Y{TYxU*A{HByKch)Bea7lMt=I$ zX^tLf>T(`=H2xWg)Y1@61ErhsnPvpIPje&=*6klmon~EnawyN~gSmkFIc;`lbCAO? znjYVvQ*mF%I+l50kRL;>b?nKsERZBDWq({z$a-K*e>kPtQb%{L#eDj5W=9hT;MXcb zfCntW=4&4P8W~`FZDq%gFJ_3+ZwD`O3$o1We`Z=1ZUxn^Lz>zoz(kxG-Pi17Itu{ z$VW=u!p`Vsq(-_QJ-`{Vzkly$Wmvild6k+!-A(=iA)EeNUwFjCl*TZ+8d7wB;mTdx zada8+0a$07^0!zuKp6Q%I~A=C#|kE?B`=;TAWD%U1yrd36`{dS^;a-3%^6iZgI9zOLM#h}psQckP)_ zH*AE|-gDpwAvO8tgYVjm-@c}=$Jh82-4l)ur30 z5jQX6o$O#G-@JEZ<%jAoA@#1Br}JSWtSj;)H(KkYL>sEtiv!^B_qqNAK>U~vu&dV7 zrBG450hXLykiT*=akSEGMB@Dg74Rz|4XD{a?tXmw=_}kUW{Wmt3nt|jrVd5am!(~u zyUm$QfbQr+dGilN@h2Oz^|-`496*SdU!G>!tvmYrr?-jP)Q7)D$i!tWzvzEi#~5B- zLu%q+KGeA(_w!2-9EAW}c9I0!s48V|AHJT@lhl?6FQiCLMZhR&U1xCJv-;%Jq8Zy? zr2u7G5jE)>RA4Nnr_FO)K{DiV9e`{vi;=*l2 zae~CE4qiv^%M#ZZ1ut6vP)H$MG{cg&h6?ld&q%(`Xr3c{uWK9*? z)VUNpWy*9YdhyVZs--w)RR7FBl_jU1guJ3fX##RdPTGU?z0-2skjbivYG>_`C`TG$ z6F*vjyUR6oAINRii&YHaHWUn6n%rkft@2a>z+p=ok)9VlW^xS6zbs6A{PR4~t*DXi zvz%Ee)Z6#kaUCrWFE-~|5r4fwy($+T1aOWuW%xVN=%<|u1J=Uz#&;YN_|q7OzpHXD z8FVIn@f5yW{IPQ|SypGomqUwjSqm$@cSplS9@En6-zs`3&rc_M_X^nC-f&u$pU?2J zisIPc6sHy!@+}<>fX?PMKiAP^fQbnM#_Aaj;L^P}ZWJ1v(_XuFH1g&Auh5tCEWBio zcVfxGFL^7w`@LN+b25s0SwMNPaz<|O-vA}LLKp!IVkXk2}cHmJrb6YMPp8Wzjv|yPKBlUe3z@i4W%e|*J(-b*8jd&VtWi55Z%n& zR=4-|&RNI5U^>Vn@3~)@oQUq-*hja5AucnGXy?toq@PwHyJsIF+KlzZ7y-3BTz=)S z*t&5nP3g2PLQ*L}0=-Pwtz~?s+5eG^EoRCW1N8q#T z2i-h_u)`%|%S)N`I;Gid+and!GpnWikck&jC-qO;{rFf~n0$tnZZHhWc-JD3Eofc(;0Hcd_C3yx3}0tHI!r4x*6yOX(7!~edC z;Luh|k611Eynk>nCY4T$?Q`UiRdZ%SbcvbDW!B{)N1StYNl0kc)9&PahZc_g!G`49 zZyaMbsTzq}eArUeCyJkHDMz6W6>SeTUqNOx zeCMvRm6M$>i0-t8pSSb*Cy0T^o}m(Z zA~Rnku&g|qdtdBYc4a%vvyv}qu)T{Uvb!X^TlmshO%9*ejytApXpx_rktP`wg# zU5@4{oV4jPHF3ftN6uo(-B~`{`Tp>VL&qsZXH%-9F$rVYUx{)^LFMS$UtH!cbqypF z^_e6CPgh3{)C^E-qj&?x1xbb&L#4CebN36~aN35S_Nou;Za!e-`UWaFz;3&Xn@*x# z`8!-Nf*m!cMq^l%0JHvMOWABe84G0K%QW@sa`g&*M7H}fi*C5$;dM|t^fzYOq{f%Mde$nG7{_J>Fy9<`!POK^n4~3Tcg!;ErT)L4m zG*XXpY>MV#-|enjaPvsX3{tW}Gn7NY$%U~$rI@y#uGW50%e`I({4@4npKE;ApP)Mf z9uXo>(v-m629=~U({$nVEEq*PbYhq1*4;|M3Mu;-AhJa*5Yp0qKE@c`diHuQ(aP8VNd5SaU^x zhNSy+eoZf!;|5$z~Ep#S#) zo89nz2LMO`(qh6t-80WO+%k35U6`-8R^O7ei`UCeb=6XS+h7^5vn&tcX5eN@(gp-W zq6a#VJ`{Z?8=)XG0D4$V%HF~*8zdZ&XK?%Xc1kx>9b9>efF=88+Rt_V^n11&ZkvbvFAYy9o~XgQ zxHZu8D#ML}V?-WvH;@XUmKBdM2-a{ zR1rBgw|-cTu+M_ulOzCGjbfoGyEd-(_CJ>CsJje!V5lNV3qy7x-7-CPe;koa`Hqpq z1RqW}!v9q0ii9^O0EA$bISHpkC}!af>G`MzYz?FzC^v6 zrsg;S*eN%Ez1Gd|vuZwx6;f`}MPQ|nzpRuq#mn0oTX>-tA-C2fg3@sSh=eCpy{Q=}11!0Oz`FOCwA-#*Lk+g!<6f3~vo{Nf_#xEyyLj49a1ZT38_N-n zjq0#u|6RojTiZsXe$-u9b+Gc^dVrGHUGju^_wKDpRJOX%I_R`8hP1QUy9!GL@Sjg* z8g4Rrd4-%Swpfsay|xn4YzU@6Z#-+hOB@x+E|79QvmjM>Ws53IkxWH!0GZg#q7T*u z=|lHN?2Jr|wN?iyz@QHeT(siPl?L!BcZ(yumx^5lmIVwB5R58b50TeRA@cRpDNO0j zx^#`CYft=-ZB0Z1O_QKM$5IZAm?FO@{)-sxmoqm+a@Rg$Eoy4~7}4SN4xGa4Kctp^ zpLxXiE=kiqrRC$(1^<)z&xGEu@FMi^`wp8INh~s^E?m0FE%i)0eatN5Z{Zm8y}ce` zu!56{rAY%wgK0Htsh+=+Ywfy?7a<(ksuv!bzWK6dZ9X2}B&r{IGKN0I7_HI`uBqrt9292;%HMX3=+NCQ50lTLgH5Wi@mY{x&JGNY znN9()zYsZ%^m&||XYqRR^2TLJwN~5Rk_OFHpLt{d#sY}^4E%3xN7aYEIruTxdu-a) z>V06I%VOoHiYUd@J)$J@bBC+?=>vJXW($gFO*XwMWA)Q2;Jf$zP;^gr{~CCNl0;pefmcT zhzcQ`{cgU|^L{JDczdX3J}g(F6|+hF%HQ}D7kzQu$jf_P)4}sJW_s}@xqE(Sg>L6- zDSDyREBtZqtwrVmZ%MpS!#)0hLEwEqU@r8bz5SJ#0A1$eRkZ zNBNsXO)Qzd2(9-Bk$kgT~0c8o&XwYUs3p-y0qS5lz+ui@OIEInewKa z(`(`W{6f?nk%yjN{8b!aE<)RSqGxS#cm((yA*IT$Xz~|A1C{IVZYDf7sfPm%N4B`yW8HXS&$doH z?`gEJB5fI~{$R8}+kqn>YWu_pH6Q)s=L<^X=YF4)X^;%Jj6WI{hON7)>1U%0CtO=h zj_qXuWfi$ymFbVsvUEqX|BY2Je``rH2#qNdiLYRc3Zzv{u%j$ z?RtFi^SJSV_%-Lv1=1`%Z%a9P3re~6w-erbjkX}kTajba*R3eN>dro$4e!GurS~sb zOz<6Qf7{t$JKJ})V-6s((bPw8Q+vYOw@v>$TDE89?#b>(feumn#?SX|GyADU(X7_f z_c(64Cyay3cP?)V_x9O)4u5RS_tbuFVED4`fpr|}g4EY@f7`Ivy1yf@jt@b~u6THc zevFRFL}ugdG1vL38u#3OKK-QkF`+RiNdfSedJ%wQ&RG%I@qFQGS0HlWv#Z}~Mf{w7 z+>#+=Eb=*8eRi?pz&q?D)lnaR89#oY{Rjxk8Mbd-r4(ySpaYP>*WPSS=b+D!D7x?h zT=AZnT^+WX@|IB?xH4rrMhBm?D&$zV#vgsgrZ?1UI!e<3ckA78)QQY|-JpL5zDuTu zG)-Q<aY0`MBNC`Mbo{xD>?Cr#5awO(_NPB0qV{AigqjSMU6)2RH51 z6;KFw?^|>dA2X3R8MB4>u~PIDZ2IR-l^u`d@$EAK&&F%=>OJk{{>x=JFImIUc}e{_ zOpQLWS0SA{+B;i2uh(QyuiiIVg1pz)h9~cXA!1)%gRebfa%NlC?m5mrZHlJI*DO4a zOA09Xs<(b-dt4$Oj80==Ms599Z}s?RYm=b%*sg#jmFl;qZa?}bE>~X`-;U$Z4W!1C zj9z{7;%Nb>cPy|NaeV}T$>(!=H*rvVk`=77)h~FVaPsjFo5Zd>bJv#dK637e$%Y&)jD0jE?fOlTr;_R+m3qh zyK};N<7_{?&lkxv#J{ZcMOE^XfdoPJdwaZx)p(OV;+V81qjHEP0K_LeP^UdjtlEXy z=j>S^2IK+wLgl>>T>dk;uw>M@2CM*1Az+UZWFfzOq!3-^3-c@AH65@`dIpu3{oEb5 zaXe|Sb@gTzZn*K!ULoQzXCv3H=dTaO#FHBYfF3sw#m58ao%BP8eE)+CZDR82NUGJ= zsve8S@niQTEI(p@q`HgjY~WaTW*g`7- zkV$W|O^i+p+#sG@3vtMZT2Cxjb9|kr$wF3DnjrdUspRIIiq4$}6qjssf|0_kJ8Ngz zm>l3v{>S&j9c0kvWMCe%=V7v%ovd#<^%hj6FU6O3g_m)OBnZ*>)zthp%1zpls?=gY zpwF3^5HD(fr{cg1#*x%+!T_ zR#M`ohqVE%YlEA;&G$esQ@#^`{;IE;bIF#&*_H6XY~H4|v`gsX$5OS{D&J?r)b?i1 z1&;ymxk*jJzxPx6sUgli7<;Eir-!8(Le~Cn`0FFMm$>r%F^H|si@Q2O#wVAMQYv&n zxb&TYwzh8W%37hc4fu>HwB5H~|2mT00eU()LsOi^+t|RFrj9b3v-eiUv#F^{7;Y@t z@4P&3uN&2$c@M-&N+#{iIuR=nJ2^zLA3Kk{GrTh_1l@QYK}oN^O;+P}5gjc?kK=B! zAW#s0=M?efOVv?(*Zm7s2n59eYrH)cdRNRjO`vTmi0*pPLM_0D0Tu`vF~_mFCS9+r(g zy5wEtn)fLz@$0<0ZbyOc4sW=l*X~Z`NxbR4*}NtumuqP!0qAs_zOab1qX3$SPP~l` z*qauQpd`2hOtk%IJmLRgUhK4OFF<-SLvW$Zyc@0R<`O@4pxAzhyoX4;Gm=?;fv0@h zI0pDBU|_&l>VgC~C#xYvKzebT?!x&2hsFDI){7z>doiNUcPHW>PL6TGiF-wRG?Ki{ zC{Gd+9nP|OHpce&xq_RkBp+ukh7Hi*JC!cT*0MP*o-g9{V5G@%o%idX{V6Z{nIwkA zN8#>_L7W)9ZdTil#@jIsd%gz4cGNu7cVF4%`juTB??jJe0VTd zvaBDjgPy2?sYgjd(^NW3+$bmFdGC5X#<(!~%lzwMu|oOR(5%@H{)~~=ODo7}8}rY% z>8+d1d> zTHH9@KYbZE2kKq=UOh+w9`?yNYQ#M}g#FcB#LkdWu#nz5XA@FsSLT1`tLNS!b1Fx@ z!d?9da++%mpMotg#dqWYK-g>2RA?|_fcft<7}#}1p=QZ-`AV-@wd?cedmeF0bizg?aDQ!A2|?@##dHh${UPms`J=*v8>#Wo!zq0L~5BM`lE5bS><4yHmi#w45CfNZ*%-)H+EMf*%ZmT&eLEDA$L!!TH3IJnVO-Kv(_tYn zW)4~5@}l=q$zg3{i5Gga(UB#4%LkRh)FMFaJ4X(62Z##7qru~kVfmV{GjG5q%fba6Hd<~{;3B>j-S1f- zrjU$qeBh#GWxskFSCb;m)VKk#CruC{E#x{)(23d?u+5UANhat!nYQ=+&c_rdd)Odu zho%3H&pjJv((go&51hD*GlDDmsH=v6X=kYTMT(KO4I4GuN4W!+KR}obR1^WIB_|#t ztf;ok{*1s&vEy=hsKAyx0&mS?L6>vS!maT*@094Vs_XQzlS;^^ork)OXualZApbi} zerGKAY|dzMo=9$9W%v!r=2sVD*2%r0e z*HIIlStpYh7M2%&X;M4*r`3(L?YG1Hs|h`81jGZMNs}AcO?F8ZBg_}TXtd@C;E*&N zl6ToSu8;9H$K{ePBqOIRw)K;4SSrw+AT zOt&v(4k+L}4f!9QKb|4k1f+g?$2`lB;h&w$V-)8Zrc)ypIl9{8fJ57t3xvcP%U>Ix7E#08X$fV;kl|9+INqnqMItWP>@4j3zyW<`h^e6mRoyPQTcoQ?VKjs*aKiG?RUad|6!U?&+8 zxw#OvK2ouGj(D$lC`5{pf&Y>%RQLUSnrt9Smuj13Q_u?T$Aw+hr?nXWxz`;oGL-Du zGeRCwE}4uuF?GX})%ZD0!xLQtie)LdBU>@E0^8i2SO?WX5y{8)W?pQWZG5V?qk1)q zc5P4aS<0uEpXIPXp|it9JNssMvV8sKj1yx>Le;fQ-8-ym4USRQ*)|n%ZYEB=$ld-#tFDAcBV!PbiVvooGGklUW zlJS82N9~@Fvho0L$G?BkZsXqCWOQshMI?f?-QOh2Z#k@ljBUa~WRaJ{2Vlq3sB#cd zh#?02htty00sRl<71d(jS=>=lN$gebd#b`bQ50Of#60Au+-zdJeo3$Wu$i;N*uxS2 z*NLSA^_v{BQZCF+n_4RSmWJK3ZJ9?fG6h>~W`&(&thN!R!>*T=lA`E?Af%0mZ(U`b z|Fh{a3N?d8Sl-ywdd&eBLgGMDcr+%p?)4|CI*Dyhy2|HwY(6zmfJX;5WDq|JF`Ld5 zgjbptTK2HLE>88)g3ff$_!R1KP5}i!$Uzc^nmJGOr<_eEL`mzgT7w?EcsIh(g;-+u zu`WFnuK|UDb}gdl-+LcIOX=;C!GdK08hDyGtm~~qYF&T?IbVJAU`&vo!)`(Qamepm_$8Kd==sN3R z(80qMNy11Vp&oMd5P>J39m2zjW)wqe;huTI%?D8CHusMZpO6n{WSAmVJ~oF(LBSyg zc-Pv{<+FX1goqH)o#UQMgvI+@_|;qGPt+^JU|`dw78=H?x;Upzc~fm0C8==B)7@9F z&nBiWcEA1tkZf!Q7Q362^rnI>Iqeh@6@GbgkCb0cth@~zV)L~1eFEd{mG~V|$*Z3a zr^V8fM%SLWyVQoC;Ms}1&4X26-6}+g)IXQ;?&ZbPM-36wYFm5m^p-5Cu^-AJ8#aU5 zkQWHu!4vZ<2wL&>pGYZ1NSGu%0$`CBtwEo!w++M)2!pZAu^z=l5$ifUBvTKUw}|>< z0zX!F{o-FVTjd-R_bGXrlrd$NSTl}fNhG=Eek8P@Yr6ee2AYmb3voKl6ZYu1Jt2+- zO^oxmn54ZPmvuT4UBg3+@#nQ?^IMXuV|?P&*`e?bX#fz4SaY*YhyIlfT!2q=hmTGK zh$;j$=w;uR7S!)g4uV-i*1iQUHlK0C?wR^Semq?}RBXL?gHRYEb!MYGT;wqwg5NFKG0~ugjPewH6f-(qN?+ zbB}I%>`wA#n-^O4+dKrIJ`6lwoc@ z)uGoVqD#lemkNRfu)748+59ra5!*5z{dLlvxnDCj+W>+ERoyv z5^uD+vtYtc_pnxjo<8R8+0Z8Q2l=uhBAAh1@FTx0XC+}$S0Ju)6J5K#*Lnjs5+D1> znb841mzS%(LD2aX^e;SGXy-zxJN`&Eat>OaF-8DIM!X>ktI*%$#>Sa<7AVX6jRvN& zkTb2&xsmVgEELOE0dFd}k;5~+1;_I<`G+2&*?k=JOruu58^pJ@2O6It{$e z?K8^L@XW5`ahs^xXH>RJg-GR}_vx$Lhs#bsvRbmk#K^y>Jk)U7fEL#HcreIb_p?Cz z>ER-y0|(pptAghat2KSF`g?^R+d%yo4M;OwOoPB~sX1BY1Ua;n2Kp zjj4{9Xd_ze1O9jzjA>aGB`&3j*gU3vG+G9YbO~J@rcIxbe~(i^-iz4qx`Ss>pcB zTX`4?x+~HNbpghv7?r>yK&CqEbxEw>nqriHaP4s;8%1EEM^N%jWfiKMgyDfOWrwel zFCt5_?{TrN|7-UYxNRu8+TR>}#Dj%^;Y!n?c?TBVn8f}$dd~Q9)%YT9Ju_>XCjidH z2_Z`dK(_L>}Gop2uyM^BH<+3k#4f2&^Gm^`hwv3II zUQ$0W0r8K~Zv=n5eKf%2z6ve4RiGKTg8%l(?Z#qK|Mc6Q`!^Rt=meLYl9BN8L~wx7^BJs*X8Jxs)V#(@9Me#f zblA`!*yUu(`#-{V+%b0gt8qa#A^ZKw$KT(K~PlpXl6Vgd0ooq`(TL2BifuF zn+s!i=?TX^RRn7jy_v%si*1;7nkK1NkGKJ3D3;417>X3xGRDiYhQV{VO45j>?3v(h zr*(WH5EimKIjBAsOBE3u*K4_yr3X=g(J{3kJa+PQMQ$&Y={+f z5*FK!6ZYK*O7s!RZzKrzIH{jU6JDO5owGHRn+l%stRCiult!VI-BjBJCY?aAJOk7` z1EK84vE!nb0{87*utNCMGdo8)9lZ3A{V%4<>uVaU(1v?LG>B}Mdu)C8W84*7!|A5) z9og3yQn1fqOLTKb3|Qdb2s%P=DFkwJM<#~niHgUkpMQ9yv5X-Zaf+C;fWt1V*lWvE z-lcZIk;v{8bzyK@?5B`wy$LUb^|6Dk6ik9P)`HF%KG&s9Qykqa8L}+-p{d4Ce1v9t<15<4<0;l zD(WQp3VDr}(@w|Q>r0ae7IfSz&Te@))xR5DfL-PIpzYd(z!dC*L)1JOR48Y;7-{Ju z$aZ=*g!SiQ6WlCD_(@O<;%@MVn>j1$Eph1f)pRU}Hky2+;KQ0#z^~KD?<)Y$eDtp| zEPWbl&J;R092meu2PAC^_rOg$CR{b^EWEW z)|wpQAg%A2Pv0}<7|pe30)PGkl?g7N<$|6qI;1-7$GA0&d4r=oAv6|32tF!9n9wNKG{hBRXGQ4pw+5*mxVLLvmeMRoc_jz_Fp1VM-L-M9yOw9AfP6q}XjP zy@{X&TA++aDP5)&6!v6qGNi%pN^PpauH)=BI}CBWT=J6!pH0Gt%WEEo0pAnE?!1+ zy$$#!&$r zbkWc6m(+8TdR9ZKlHY#NI?J%&-e`aq)Zy~gWCq~!63>yW|1CMH_~(r&2KQ@rW!Np5 zlS@o)Z!7$|*HMQVw{}`dA0`3G^BZ*;|GJmBqA!(CnnOW4jGYherH2a8?(A9ir4VQ= zu84ZYhd=bXXQ)BtY9FSB-jyW?V4t$BjJ&n1me;uCG-@Bs9(M7NQ?qjkJ^`4HglGgy57g zb`UGLVdb|?$bZgf!Gn8!^%F2~G{y z4!TDo>UE61Dy5xXR`;X7_9+fU({o2WZX6nS5`*k8i42|2rgB&X@=_k7*6sETUd_bA z6t{kMHT@WJ@BwQ-JXj__V0jC>MhdV^lewrdLog7zS^q-pLk0t*mB_t}J$(5%PzVVr z7wosO99C==oz8%rgg_Va+9sDh_fHCQ%KjwUU){d9bQ}sEP*s-W7Z=HbD6uab zXnT)(W&C0jU@5L4qnw#O)q*W$2oM5Ub1;=JQa@*ye0C<;iFtfz&z_i1k+!3z##0Bd z501oq;M>gx>YNk^zv6>cb*7Y~^c+NER=~p2nF63mpo@-O|$k9dm!Y(kK3W*a7YP#mC~2u|H>!38l7sqy%HnAWc0v$-giN zqq_xBiQKAB??_W2;SxuQwbhgjku)FD>gIQbQ7e+^w+)WcvMt<5IG zRv}Wx{Bi}}{axhki4Sz|2knY|BQt)>Oglbo$)r4sFEG%$_k?&ovZj|kWEqRfF<&{c zr%U7lTSUJVz~5yA8&@?+Tx#vAHSO-8ZHV)LJCg>B3@wvE9jTgO8{%i(LUFuE$}N9lz(@IRT>?w7wa? zD>#jldWzIaGb1XymNKt-DvheEciITv6mlp<(eU#w1Cxp6^HG-{7ye~StO2H@+X61% zNgkIj^z9Jn>-Uwiu!1Tbpwp!%Q4Phw7iw0Xnlde8eo1O#SeUwpe$ zvR&ea&1Lim&_{N}u7)RX?}#ZmTI})DI47~wR>Y4s#tMaFegH$dM^%FlwPzvhtnM!j zAP%?WbdGjdds|5s{Y)XG_~R!4U|xg<57{FoRWw%wTEk$R|K)oeEAd9NMG$_}ZLD)JAEvCYP9yF^J(GwNvwaZKx^&=2+JRap&M6Xx?%sNa zyE$E=d@NOQ>yI?t_dL*~w%$;K#wIx-eNh`~g9ECwB~=l&1fPhFcs#Iyia85un|0^g zjDJYq;{(@%;i%LUj|C6LihV@tnYd+TiK?@omUuI_iAm=eM*3=FLs*ih2CeWkXLC>& zKo0@xZFf=ptMVIuh+7HBHCD7*hQh3$BeKwN=ChFkpEJqVv2Sn2Fk|zh7H5IT0Al?G zSD1Lua9AqF0adZ}`FSa@_S*Ebe0I^MsJG3ucEl?$Ai>Z$slw%DugWH!n5yB*Mlr;H zoIl666)A#v2?9R>ewaW-3R5%O9Jp`v`8x!U0~_&= zh*gLIDJ(Qamdp{Nln>g9(lZH(MHTO>kiN6oi`MrKom#M-k!JK3evxg*);Pq`WEnD#;)`O&!)&ITK;5(s!{vkZlM*Soi=9u|*ZN7e<`(MJl&1ZUeN2Ib0gRLCz%_?VV+~^4 zP%E6z8R;du)ZxVAxs{-%FMp4f^jP70-9-|;vT;2p_9a@Cx5J@ZbyL@Oj2L{tA z%Jx^m!fn)X<|w{Jm<MncbJCl|RU|M9*Fc3GjmMeq9g(R>drLYlZ9Czk*t$LA&<&Yk?Mcjhdz zU)b?1wZPO_tM21f2(2yW4WE=k@9$mjRiC}L{|H#sz}JLhPbM|jghn5k{RWF}e{#M! zJ!;}p7nTEFZcGvWP07ct4gSke&PvPnobXRcx+Ru|UPeawQTCGIIcdgQz`MQp4V2fU zdWzEXU=`!@>>L}5S&OGE2Z`lG7h3!Q8hZVmmtv>_kGs~Jo#q#n3*KRCL02cv6dk-8 zZL2QZczWZ1K+e|G*#y*RF%Z|@cnM~NXuFAf`wasON|?jfoD`Z&3L4Acv{D}5Nb`9) zzZ`ZMgfksv$29jz^cd&gYH0En1o>)Dw*&{t(7?`>ketw^VmW+%i>1Hf%^uzE$4-#q zvZ(q{Z|XOFv+-_LMKJPa;k`9tyG3T+59NC?$f@J>&o5*3XhQ{lD=M|w}1L+3( zM_X)VOz5sWUKO1m4v&{2grQoP|9<#T-Ch|S6!eHiD8lqTI8gI;)TZxCRO+nx>8l6= z0O?cpXLXL1z`f)^G-qch>;^-n5gCu1q)DT`UbqWP>kxw=?aIs({Wn2V4|j9!*&ty#5)FIxYPm46>r>`DK5l(iT-(vue?2DRYyz?hPNXd%xD7pp6j5XO9FQMM9qetb9)@JY7BPw-Y8Cwv4~nxgX7ipBRE+KGT~gEAGw)Qb~X55HRz$`ZsoCj z)7g|fOzW>(A5wONyY^+yumG-P%8p=y{aST#GlNIRtrSs%V%vPFYrKHQyUs^t2;((l zx@7QG6-nwNo_2iU(1aJo^PiNp>zgGlhnom{RYhslAOlkW;^J8uNsQw}0<}hv&kDY3 zP_YT%dRqq)?9NM!_H<^09kGFvs~1>ul_<%0y9T}#ck3V5u^7$k%DJRt>LKIBeVKSy z+gCO9ojjj#NVe{r7ZyB?F`6q&-Mv_#%;CTg)cR`HsZuKub(W7IkH0i)y=5HBS#tf} zcanxmD`TvUot{A;Tpmmn*i$3WRQ{njwp^Lc$_U}FB>KiLrlC9D+Up;aTr5E={aC@H zhBkJ0&c1Uu)wowqL8a=I%}Rs+&Xs0?w68}~{Wv_mr{WDW-ePQa7o0cq<$gm``t7*! zNdMzJ^d@CJy*RZczlXtot1zIY!c?%3GX5NJ20ucmY*+FD_IdAXN95BIFGH2BSeN2AsLfcGM7Wb;<5~& z_NGwYvOfS10Z^^3SuJ3keY2H?|>nYM;KRR3u$P2Exo|9wg~66!Z$C zIF(D#+q)|PMi^x;{z159Y?K@}tp3ODq$E|ZA#Y}O9k!n~kC)=LeOSG5U8_rNA=Cm3 z@SmK84)+Pm$yV2gs4s6-*R>xYWSrG%D3k`BWFfr9*+ArvhS-A$Z3qbg1UJ@iLb6$z zZgP1X8}-IZMzUE;GX{T5a~c;yH3h;FAqv5OD}Ald{2D@-q?7go=v+((#l8oH9JU0Y zbZ$c0Ush-#?>J308e90;*iAcEvUmZ6#-$qG6ji8@Glxp24kcG1Y&Q)jz~&SdGKDTOEW<8@XPL0GNQ3+;4Vq+xeEh!~tK@|A|MeCdH+C!fmm-pj01YUz6#5_FN#e-^ zrGrs?3+b+pAwF()DOT}WZ6pB6sW$o$GlL=7W~tEl_~mcKeE_Mm@x+(q#Fi!o+PQzu zm8u@U^i>*q z{r#VNe1Kse34m#$-!zZ+uYYbBg+l4}PT5uyTbVR^zrQmwm(`^R;<~gMNWXk9?nIcoms5ZWdDhE(Y0N7!R;iE^d2n+FXVZOg-cP zFRwqM@A;3@(1w6ip3|a>r9`nz-&Bg{P#|+{=-Dy_eO}-BP^Hk4ICJGOLT$_(k-<5W zOhiuPVtcuv3_c=I1!~*jmI!TyL>*rlHpW$Nm*GvAqtee#1XF*sT;}?;wLm z)F6%8k3=kFV+1h2w2+t1`9M}Q6#8sK+n=hY_DxllxeZLuyp1YNqf3rH8x`#5t92MiS(*eY&UrUn_b_%8*yw?-cR8nQL9i?uJS6W z>t%lNn5t+z{STwe#4Xk)R*5uIQ+6wFxQk^`|EBYLKLOBL=0VdacLqSm>gsHycqkB{ zI?kVis-(q#zdhU5blYrwy6|i2Zu#%fV0z28ho7m0@!tH@8$Er!Ku$T+mj*R&93Ik` zA;rLY0SwQ04q8(afC=0i%% zZMe~*>w+6CaK#oI>gS-34$yGZ{0+*p3l(5=xA*}fuNMK<&xJwAZ0R4ArX6oW4o;w> zdcMA4J)23*>677^$=y*%48sKmkTQU}uiNIF-Zsbo#z?Ce%p|MI`Fpm8r)zkpgka5H zZ?wg)Z=TS@5P>(U>^O(G0XAvj^El1XKhZ#g1@sxr^iGMzKjonS+G2O+!SN}h`?ksJ&F(8}hW#j71 zkqsXycYCCS<^tC(2VP(=KqSwI7UQ zA=AGPOWw(e`03xN@Ofqi-&-&Vp;uoDvLG{iGD8I;0*||G#N|nvl9ZUaWhJw%2kA}| zBmFA8UVvJRB{=}L+7d(ouB&|P5xQ8K6UYM!wNZSLfnf1q#)Y;AHZk( z@cPNa3^*pdnF{YdH`g7c?ny?3y#Cy1HNGR^$r4|H31@DwkKyVEk&?fU6>S__%E*T4 zlk=E8L^n-p^0Q4yz_7kSvtx2V1?7;L0J~ama6Lu-+SqHx)MVE&nDhRIgN$6Cs9(j^qL@|E zf1VPB#r-94U4y{#fOR0Fw7|b0ia>$JdfYDd)Bbp6S!w@T0S@uxT^xH)n<|cZj;9`S zhR5vkA@d|CX_5szcM2M{oF48G&N<}?dIr7b+&KySdaR~_6#dB$L^INFyb+eWNf_dI z*L~6kUF+IQ7|ajKF99@Xb340p|=1h(IX%8OdtWSw$;HjdpgvUcn;ZW3VQr`PqBcN&%oT zT5&^!^q)v<@X`~V{cjjErAY;>!c}zFU4E0m>7%*R@58Yp?`XClqaB`G6`Jl{;w0&} zkPY;g!P{#8)wchAVJReXRU|ds_hSaD>Z(R4ky?D=QA0bq*(V$p%5EU{kBCqF8DA8K z9+6ylLQKupB#Vo<@!NYj`*rA~0H}t~U}JF{l&Ze4%Rm@bB zsN^w7q^i$TdEuWoy@T>lIK>svs%Z;1&wWj4wZ{(RnCwjbe%^)*4==A_|P?OKzIMS^!ltQpicChT0?aSYdA#vQ6D2{&~RM~3f)@9-Vmz-?@Xua(0=r_NF!I01vw6z*Hw{X^e z^d72;xx@k>9Z1l$5csQ@2s7^)eg8Or8o@_znH7|L@UA>;JRHqu2tJK*Uv=*hy=e0~ z(~fp@BY4Mcx#l9N6OMuM{;BpTI-m;*xC1t;(KIMNiKOl2Aqm#ko5R1rr2fWw#AYrf zv>G~^ur~EP<&riX*VALNBfg@LsTKUorbr9E#97(y)69^%b519ND6S)t>Kc?xj*0;Y#r5 zwUE{dDlCBlhrwfbNRT`WWz2h67(Y0VIp$l~E6ZJygxH!?*w(AlU+DCVGsFABnUeQ2 z1WKf##g%>yPE-*mBTG)mcBS8o2B_PrYpxS7WaOz|ug~xWh&4+kPs^^6EeiJ1>5-xI&Z z@<)Ji)1araSqsA;wP5$M`6m~99$&6gfMtU>P2x*<%@3^4q*w3!ct}z+n5tMA5E^6s zEl0iM0o9OWU_Kaibrr?0)SCQ9Q56!frMbF}3YfFsEn_#<1f4Lg`Y7W0huK)xXq=zU%`J1mu zYKdx-97hqAYV3^`e!E2OW-qv;7rWmSnKU$Im&B*`IVK^cUCT_U3K`yVX;elwAI#m_q#PB%*b3SJ5ze_#9%x8u0GTr_I|_**8~ zImvm@T*iPkRv%n!@7Ti)WnXm@t&UOUdCvO&4gwsR3j05&jr0y<%c32Y-wHUKM&dm~ zU-MEwclgp%v2Z#R0I}X`hYZ1~KG?ToY*gehRCop7`)Y=YP*xD$xN*0pxDs?O1C))0 zxwbG2yK|3!69=NUs3!dA4^sKGKwRfX9wF-EgpRNgL-!s(X1sr|AC&E1WAcaVWhB(>wyF?K7Kz~3x1Egp{a4fn3mq>KScFZu%)ObxYs(()auY*6p=lc zg?nG$@y!O-@Ad-k`H`kgxlyx3g$Mk8sTuQRFf#t!xW3)+r!hHCi0|=RzTrvt79EfznjHh;pW)DJ ze@x8DVV9a!i`7g8qqrMb)8$M}G+aT?t)E!jE8UEd_iO8I82^fg!?B$VE&Q;GYXEm7 ze*LmixH6ac>u-{IoFiK3HzG(_@Ab8n_H(r3{fr6#+Z0qW+hHRAt2yyPf^NG5?NX#S zc$Du#fp&C%yyy z!thuc)5kA6UC2&{8N0>MwO#j#*`Mayg&wB`=UwTmG zj%VWJhp#1(iugmX70vq;Bvap{oejlN@;f}@eZRaM7>lpuYj?NxWymFA%5Ed16f?Zo zsHWw)aN4}IRBG>&EhLm=x5}{`#p(!)h4ZsVM0|oXqwLsM9^t-#EZP2QMs)0y!qtB@ zFmF5vZTp#42xe&yMH)e^_>+>R&zYcQrp{5Qa#cP#biDI$#*{>1<4*PY-GbbY;ek;H zyQlxQf9(C(Ub5$L{Q9E0=xj^B`P>b|xMbl#)pB9YaqyE#D%8to;2?l+=_gaGZ>va| z{Pww*^)`j=GZf?$EjV&4{rG|PfZfEoC+jR@)Zcx)f~AE&<1euTSMpq^-cP{@@$%;8 z8vRw{{=4*CE7Fxi=xQqW441(s8==KT-wP*8BJfbZT*-?FG6Yd0QYb$Bx%qedU2-tT zSaspKaNkxe#pf1rg(FZn=I{&G;&qaYw1=mmoZ|sx-uuNo#zjf_;0CDKv@cpOIfV8~ zhkE}Oy-4+G^52QFIB(y&tXY4SR$WZ~u8DySvb3+KDK@zpi- zWm^MSlk1y0NbHwM<4Xn`>H>bGb$`c4Vt$ypV61Bf)K{p+i}Ynq_Mm#e#g|s`1iq`- zzv^FlrVS^nseLfL(CW?6w-FEO zwuED>kyr0bJ{$8)S^;tIG9{IA`i_FKSRZ%qR1Qs5Tncv5`$6Bioqb=3ADrx1 zg@}rw>+wv8YJk!=lvkvnivc2vn^7&dg@X<36ZC1G|R!;c22e9;Njr)De(Yy;~ARk3Y}dP`To z%uM8NMk;@2p4qJrH5kT3nesBm_vknoPtY0#h20Yh`v=^8mCH9RdXo~y#LXOh_r;|o zvRByoC9)b1#&<+|?MM}Pb}0#Ib8l9u{gWWvc5nDzk43=V>{5Q#&mr+1a~pnQVY|@C zvqvychP}s2#y{2B^Qs0~Z`HrW9^EX`0m>02B?P6rh8S~l{w&->AMo#e7mt@i#q)sg z>KcMfot@>As+z*3VcLCnUpd$x~!*-b#GFa8|~6 zHL~WP(aeMPtn~5RP2j`Vc@ZE)82+L5QU+F{a}h;*&=cx>$CHCYdS@81c}Ae><7#>G z$0g3ZD)OKPx;Pz92uO|yZ0Z~*y*)dak#Zd@?T-9x7r9rtH@0Rw<4KjrCMlY5BUUZ+ z$-g)_A9*U7*8kTx$kiQU`0-{VQXb9Yih1@YQnuqCV)P$H*Z+tgWnb9DA*CW{(#C$t zJ0em%bBaXZcUL|0>_K1}9#aJ)iYm|jmzBzv(fsbmHDm{wavoFhW0_N(nn97IU|EVG zL(B)EKMq0JRAeP106N-r$$YdjB9D1ET<+}PX1voWy#rMZqJb4XnGqak^o4J}-y1z5 znz!F~UNKs?=KHbkdh+$N*(Sm2`SW{l&VaGi=M0{&qRo%`mRH39nmef(PBP2u5RyEY`?57{~V zA73QBn}4&^RA`LjvFJAZ1FgV09KKZ!f=BMv1Ij1wfSZ6jYT*^b*8ODzvTd= z3Ir7+^G)9HU#^0tLZob131ajunJNbdqIuIeou$Dm?!eb*ojKwq%RmtPCEB*m@^Coq z=8~X`%KG}a4M3)xl2RiZYYrlr=Lz)|w7XBQ3bEbb+Ba3^ zZ2$cIj#!-LlOe-rgeo{>$exJQ-#5_uw#U8bvESP`m!3exeZ8s?X|d)RL|ImLhC$Vk zDh(J`+(q^^amF5WzYFf>i3fhREw#8;Ox}LjV3|+o)A<=&OO{R7NzaAqdmq7E)&5Yc zWX_7RC)Qn6C7P4uPFBC~P z9CaRCzYcqPd=3XDDO*FXRSr7bTFovl3f=`n%maRY?|gl~xSIbrj%2ScFFiRo{9{;d zGHy^v;hDWx;nUE8CbvheyP<`=#ZL-e-p{`1L}4xqwasux%O6f9vo>ue%uUV7WkG}I z&37#AVlRezuR0kN%jzjtFOGG?rXS9Wd}3ZcTPkGj)!kih{_vc-A?oSxrv&a3?MAVg zL^LZECC1Zk64zak*^X|8wRZO#hn@DDkBNS`-U0Bac7L&uoKqV|)}%oTqmOg3@DSU5 z@u%9g&nqs$^8ADXk|IfH)CfX}|A9>YXNoDRA~#1z$%(Aim?-#eTD>V#Y2yv4!-Ci! z6}>Z#6PhFGuG)A0AulN!Kqbs8{#0>l3Fg)v_HtM;3u(@rVHnhu^?q<=@}bODm6AkG zXpx>6V^8@ep72($RUV#d3orrzG#oi9KLq-N`S1BBJ4=gdsQ2L2(+^IvmzA5~4CE2_H`|hypvs7MpJk>kX1fi3j9m4|He8R>pmb*V$RTDDw6(S0 z-cA`H2sOFhBY=)1ondZ(L@0r+P$etc{A_beKjiyQu7#9IV&LfTC+`&g%GC}=>zfEm zN~mumZmtdBJ>T(>cI3-9X;OFTUk}mAkAwA#|9rX@Gvg(>C8_V8lbrq)s(~N}8#m$Q z5 zBIxGi?XZK3qFC-T@N(w)=cc**TQ|zr4#)V$#2};JOY1aY2huhenp8WZ9#%cVRq~++ ztjwnMG&#?(k;b#j6H-9Io*dAcuBomdd;9=`8VQMUe82)I)Pa(J@npxhTg;6axM~(b zfObP(47kAnG{QRo3mMNf#aH+SGKsbNSQbFn0Y@Mm$5R7D+BTYxCkppodT8?H*n&~A zt=rYGwtc-DCWn9d>>>|VZ zJ`F9D+|ab?|Azqay0GEpS{wEM;vE2`V%J22`~d*DihuyWZ~qOfc30T}O=l-A=M7N6 zo9E7=;~zT?$*~!YC{RRPk@?;EPO%a;4y22pSFa3*?EZfD{OMwuPz9dzxeYQ#H^31e^e(4-}ufs<9tM4C7$(h|r;OzAS3fZ1D z&!zn@_yB5ha4DI<@MU3SmQMGz{jc*_!B7?WN4vI?e6}8bAn__q&V$BqjJ&qlO~`BQ zLN1-`6%WWgbd947Q=b9e-V^NeCZuAVfRPU4iPqysE_3zlbq>`9Qs zxjER24i|oKJCoX%s3#sNeAc{p-spEFhnmy*#};{`H+B<*m;1mOHm2ppo;@FxWx{nx zVc79r8zVm>kZcw(4>!L)AWU*G_Cr~f243My8eu~2xp3iBSW5)z1SE`g}vr5RR zR3xK_QYl)|#-hwjeG;TVmG_icty{HlW>FQJ+J@hGgV~}B7>JbyUP?nXInO+OL&FG_ zX?2WqZ$na4>r=6{KoD><*4* zo8(QpkQGsRZAp^s;PH>B8I?hUUo_b6)qBd?^e3^g=4rLqCu$f<%{+k&B~@g;?{_Pa z=}!Lx#fR#Pl;$%$c$8bVStVZ~q~sqAkrCsR(XZGdy0xTG%F^95B<4Trd75-pD%^6d zI{F=JVVAhUZRr!yhVK<$bA@Nck}*qXTV=6bj?2a@z|emdX|DQTk{B#l?K%LQ2OBlQ zQ~=K^pwq_ZCGnPXBAgHfj&7Spg`Lruu_~6QwNpb@4*Q-^MTUM!wqju_VIK62XzA>R z)qs~vpn=2Rzka5AmNs6d@Ryqa^pp{psEiORI^FIwjLy-I-yL%n8K#iLrw@N+9}_4R z<$TkjgZ{amc^9f;Roa=GmcH-kAvsva88ePl0`RA)8cLzKCcxIvtAmd-9ml<|DcGgF z&{TaQf75i=CXWzOpXC#ejxpTHEpL^HWHvdc-Rc!4_8H;G&$fo<2dsqWpX(` z^uOsi;HUS$l55)<(R#IeuWa$hXM=rBq9UTD72!}ue*iV%4=UA7C8$UtAfZln`ns`! z`oPx8FI_Cq2FbnyF~3S_A#K{E`Zw@3o&o6Y{V^pdWS|}NY3Be3u$}brv?MW!CgT@= zY|Px4BDobwq-cQzYTox1wCP@%UvB@mjEWR^CJIn~Hz!I>50uHgiKeWG^-5QkBp|^{ zrukK7(|jij?I>Apn*KF_+3_F=5DHS25^`k2Z)3sDF&L(ia_aX?^_C}`aeWggXEuBs z*^TaIPD^g(M;4c(jh|vr0mo7g?y6F;Z9lZgHO6iwb$3CP@)}n|WkP?uuaD6iHZ&j%OEA^I7itK@r z?VjF2lv5bXl;>vQ??#zO0Z_U@OWi&T3LIyq|Ex`9nmp;)E8Sq;IjG&3_tQDFL%!VD z&7i0C$AxP?iqFl7F`f>1*FwqWd9ZUXi@yx7;hYS{;b2{Dq&-@&DLID!$USG@k zc3|_odfZyqu>CK1^2%j;J(-lRi^jfza*n3I*N>nWfcpcnV{P8_peaQhf8P8sv#ziH za1C^ryNomKgJkawL*IlCKu*pFy*Ab7IpbnaApr5HY!&r`{qEj`==b|n>bwKUpY$VK zC(GICKG>;0~}QZ8?s^t_M7 zv@&(|-52Dyo({L|<@P{t*7kh6#*!f5%AB%2_#NGNSQT*+7bpmG|!EKaf zjO&`jDe-VQIV!_q_Jn~>1gMxE%yt$lHi#(MiZ&V{X2x++Z4grP_v5t<=h3Az`ec1U z*cnbc;>YWXxv!hh?4I&PiauK@S#0jfdFJd`#*=xQ;>g~Lp&ut?Wa9QV8ymlPhoz*3 zTfW#Q0h}jk6+?31uGnhfzGp=k zoSMJK1J|85{BJqG65K}kV=pqR>0FW1om<)c^y+i7E)#x4G}vPcE%_|PH2=q9(y6k8NYwj&WEAhy;*$p72? zS*IPF7vLIE&F@G^rK-al^koVMgquFz#_rYj99n~O;ep;3V>3dgu?FO|8j-87Zo ziO0@Ki<8yBJAxw5gH--61Zb0bR{6Q)MYf8D=7&N7EB@n-%4&0>DLXE4=n5XAeKtpJ2Fu1H zGJm9%R*c7~x08Z>LrK^C#9sY8Vu^k3MBKQYmJKZ?a&TIXv}~>TsnJd?|5^es6r`+H1@m3LeP)Y9h_FJ07pieZ&VMRQJ)+P`ia>cD2HTcLmm2HEP zS^ko-X*!$+U*=axorE*b(QR>Y5)$vrU}6LH6=@}p_U)e|3ohPl5i->$a;=x_^4M-| zxs+wR=eQR_ zCkA=bQ^2DXHJx01xwBl!-TO#uodJ=@c5U6Jr-5(-zA-V}6~IZ@nfFQiq|zxfAmpaM7IioeFvrnIfTi-$ZJ;b+^b4z)UlNEn{OcCX`6)+>Vw2u$h}8hwuoX_!5xrZqx4yGwTV&)Y#Q9ON9oiN}<96}qoO$L}k;!s>te9~47FW37!DJJD+Y!n4ZTb`!2a0$O3SVwXmVlObqi3QOmoU4?O!PEe`nY0b z@V+N_TZc~4_8m?h@xVMVfPC00-e<8&pEJNFfzEe4WO}|-+=*$2*%{vu!29G#??Mh& ze=go(do8JL--nHuuum@CGbQyZYjBAmHQPgja&{B6CcP*=016Cc&c|}7Xm~uwuXTbr z^Ze`Ls@W33gRr*h!dIAFrAu6izq5OLR_aH&7|9Equ^(R~!_cDBvtyq)%kQ2pf5fb- zEF#)mt%u#VRq;0;m6<}IkK6#?mUsLysSRpo(a=L1T(`H%owJWV6234~uTEfw)<)Dj zFF92h&;@!!pM#mvD)XDipPFcaP12`)72&G8p8o*o%D2NN=!QgB9$89l!}N)zbFO8@ zt5G{cIPMC6e$Csb`sm5`7tdut4isS(S)np8(3e z$#n`tbSO&|i2p{=)^HMoMD;efp-PeQk-b9G(nb4vRQ~M)+H__ECbKH{q=5v!N8p30lv9fj z%uq|P{u$gz$eHJH7C0+x!wor;!wjPog%~w5{5nQa2=)L+isX2BxqQ=3-Z!Gdw#Q34V>4^26phA*fYHd$zEr$iPc`}crlIct zE|0N8Ts5m;C#&z68E_Vk8_gGMJI9}~kcayd3l&$}3YH0QJIOzIMPXOtc0sxRWU(@T zA%#!kgP0MKf&0#Rc~ldV>WCj`ZuAYkp_9DR`~9?T)FZ(#v|+l|A*1NJF>Q7rAO2hY z=yWu`*x)gn<4-`xRE7XXybHR zXX0Yfq~2Bq^zY!O0ay!@2?yr1`f`7|QSkt4ctbxl%-WBGE`rg23KaI>no4aBW;M&F zx0A-)L}6{VpB$~f8u%!AcmnQTPf#QdJpli9l4qUQ2W5G_P3>KbYJ^9G&Br`G{!YPg(!O(cGM`Ehc!%|$U}B$p{K|Rtqsetj1TSgqSP=J-In}3&H)7&YBYfHI{cguW~Y{I zqTeCvSz^&fReC?t-o_1wW94ry_M`NE!bl=>@duUOMaAH`ud)6?*8b!t6qBK!vcS*x zDoj3{;p}wL0Fp1(#`27DNHwa5-mz{baDWYS$I1EmyHU}aJfNktpHHU|)3ZlR*2t0% zJ{Iobeq?v0XY25Tw*`eGS)jIQ(8}V&w2yhx060b>pap;U9C_ki5u8D5N-3}V=<6Gq zkx}o=uo3R`ek0jAn(m{hN=1UA4#Cc~LCX%WC&Rfv$Nd|0PBonp_yNe-=}{+Km18GM zm7BpA4}Cz$sZGop$mUE3t7#HnnN#_u_2*pCt4_3o?Kd|Vm>@>6{b7EM6sa(W11Tg@ zEDkGFBPto!@>#XN))1)z95ApQq&U*7?o=gC&4K>!HxiTgcd-QldT`83!nG2^^1*WD7qLZ=>{ z`11JlQY3xbef;-?nCk2M-4v&7s*1=TQQaP4|5K1I3+vc0sIQ6NTpL)UPQHyw(Ym$H&H%pWcE-M4yWZTetb% zZJ50wr#8pIf&REjhQbsx0)G5>X;M8j@p>Q@8z4N1m97tuznQ%s=$(xJf%igiW^bMT zjF|1v>=MAu?Wywx(l@QKdB7MpZF7a9E;~PH8!GcpcF0+Ii8UZ{K+J2XodVeX=_1DP z9pZ?ieOLYjccjenwqe6XBYo?Y*i(1w5u)TJ>d>R`R#)d8nG?j!5T4~JB`*u$T8INU z%z=Tx={2j8!9)m(S2!&6CrDcRLt~_koXElK&CA6XVerFG&LK zvIJh{F!nh7HMrMR(~K*R#DkzhFHsu@>5BAmKjx<#jGS^I<5K2+jOwF`KcD`0Xd*k+ zB${6d>JPP#ab^+DKM%)Za_g;e0_Gs{JB=G0S#>AEbyxK@-!4F8%o70iP+>xmqtl-_ z)LifI9jpbkD)T?-ZagK}HAOZY%cTac@;EL47j`+woFh`*)rN{#WzrGg07n48Re;Z; zKsx>5L(%4(Nc z>a7G}%)&5}ZefkYb-Zof3dhtb>MugwZ3dhE0RX7=`HlifaTkDoQ$!DZ+k3zQ)22Yl zAIKcyK(Wgr%j0f^OTLN*a3kdRX8U|Xi-7mGLNGAkyZ{5D$mM8sBU_mN#|At8Nh`T0 zpPw$(cJL&GIGC;*Hkhx@>`(c>2XhMmL$X1Ke88R2#Ln@TZ}S>Ix7VFSrs8STE&k)6 zt-z$!$FK2*hP2i%BSC^u;XFce#|@-Uho$7Y5}!?u-0DscWvsBLA_vh;fbtlFIvm%M zwzxXIV6Qh=O>s4FbG%zTp5>+79cl3hfJFAMT?y*u(S<+4huw!^FI)$|-_-Sv$1lpv zZHIgk0yrHsx@v#x>4O2D!a!U&e$D_GVT5Qq&!@wNv+Y!N17nm0KS$6zW1nqZqsHgc zF;j=RrHKs7bAw`aLA8U)Ykg zG1Zx7ORWL`it7hA^bBwK90fX+{GXJ$JX(Koy)Z7F|5*{pu)buP0nq`INBe?awsOt9 zghu$I5J;z?0eqJKE1*!N~%3A(XgSL{B5Dvlz`0_hoy|Zae)}yRFe|qY}m~0uWB_ zziN=>Lw>IML~Hln9ObZ}k3G;PL;a-s^QQIWaC~Mj=`QNX;CXM^ezYEVxt)WrHM@P- zkWoIO>xG=3gCBr8lIHxsO=8Nag?fl<2!6Z);zV5sqtdg34`#Hq$3GkL7-m@w<#KF^i@pU4l475l|w2syv>F`~vNq;mhcji-<4VH+9516(&~QJJ$04Gn&;%wbO{ z03gh$39Hi1q8h1rM#*VYWxiK@F&%@qq<0rHg?ufAi^bcO)E{VTE+o=+ezSYej%3i< zxqk#ueCAlG7fn}m`s#FYaAhtMX*@MA0tu#Ya&V|*1S8!xrVxSo+o!3t->s$djY3(+ zC85@%cvzu79_hCFXlrDjR;396g!G>4vUYO6!+@OxvHBGyk-oSt_&~!n8AKe%XfBwu zfq(GOI2S8!N^P@|V@q^OjWLu>gk!reax-V)LVy3kME(^+B^s`|6xlpP>_(4J|J{n-Bp ze7NPh5xEg1-ZY68EgX;@j$%^h#mZpk8p zfj;k4S}$s%L>@;+{ET9g$daM#f67tPK9Fv=FntsH@(|N?crx4;H6-n~_+8&Mxp)Go z!@SMJ^bHIfG%r?M;}=&3{wvKB)#(do(tMGF-7s7?HN@$6=3r|Ku6vSrROZy{EBr}k ztO%f%wgr)rTJ0oc?hqxZRGX7X{up_ufoLkM1rPU2Eh(AAs9sPdVX7uM8B})C{ql%` z0ik12pz_C*iPQT6S9<@fji;(g7R)M8c1rBEpwy2T{CYk%JoCT|FDzg}3<&?0ysM@M zNP{+yc%>Q?>?-@t6bVc=L)URGbbcgbsbV+kU!^p({f0)j$G^?BDzrROK4 zuiCI-jZ19y>xM-mn}qwpDxx}k*koP2o4NWOp29T3vqWGYx%GPaTCE%NTi9#P0zo@> z@;vqP?AWUg!1tiHe;@yNzb-E0$$}=%jPYi|i_|A8ezG^}il8v&lVrtDD#K}eYr-m2 znx*y$nFO@HJu`*peB+t=`qK(KZj zKQ@c>GE}F;RWldLmh#VQ*IvY|;&Ht5F?rPuh#!wG^bh#f_NPDM+x7$1(O2g``Fkm= zI10gTiH~q9&n`gU8?<0$jc6~SC@v8girl5sm zf&lfs#Lt>IAmsKBB0zO-vu2Az(=S@py13e>04osQ{Cz{gW{DTgw7Sbm-%XglBuTCi zb+^8-GLHYv1;&22m*&bo!(-I;ah8)!f@@HwJ^EhKM`t>@1G26>Z*3(wE~rg$Nv>C_ z^%5K>4trM@Cg2T|1K(tMi{90fWeNc;cQaZ60491z+}>Lr@Ke*${>U1~dZE_z>%W(0 z?iHjgFd=UhV?9#(M%W=YDG)a>;P%4K++{=pyScB=1_$kpMw)^amYwFg#FlLc08}`FuXoqD(CBZ1XF~{Y+vYV=KU{ z=SiWEeQx$6j~(7=sc3kD+QChp#Y?OUFVLu9aMTvX=py9rvD_rvN>n*rq;GLBK_t&v zUX5WrTII$NhE)ht+K+IF3otCG=7h}hUH~{OALCZ;B~CnqhK;a0X0dq}j~Ua%d`mib z=d_#M{`-aDtAaBOf2If)$*#PM8rZdY`J~VbZEa_lXqU;S@q!wMh4CF+{VCSia5E1Q zvCE8^(yFW^J_$LJR$Jk`?x&W+j70J7^9t40Y*v8|mXp(#v~#k(Xst5@yi@FO5kK1~ za6l<5s8Of_1F6I&3$){7FJb&wwfxBzJt%jC#(CjThu0hDyT9HW6QY@-SVLks(8@IM zbnqR>9Y?YyDEs)Z^j=ViHny%Dk>PzF5c{pX^0#4;8ye zx&hKByRV|&-bMB!?2sYGd5`!r(!#|6xwvIKauTfYOH?RYr%LqwEzRJBEHe!l>?M+}ZG?g~$(`g88%Hk)yk2Oe&Yz)qKYFisV1S)Oc z6wM7%H#kkXX`%aAd#T0rO``h42+{xYJIFHT6|Iu;v{&2|AfK2YZU~i*!}hwcIkG&0 zc6gq69OI)rD48-Y@ax1f!2qTEk!e}DIRXFBd;(Cu6UhEnFQTw&ti>?Nd ztVFS>CVON{zYb%572U+izrV811d+wTO#TZFt=N%{t{Y$4Oip8p zx~mMIy1{_|^8g(Kt^WkO5wYL%#Nj$;1k))x02+$#?4s~Y{S6tef_f~D#w@ny3IK#2 zc;Kq2m3cdUoY1-b>ysUH^@nNV^MdBq!b`XKTgEAY${AQew_VmCg}rXBY+j0@^h_A} z3{nB^s_>CUeXLk5KX@uS46YC)tAca^O?QK!**!v#d2j@);EFb>e0Cm3txLbfyD6~ zrafO!EkjLWr9J-f@x!EtI~|;~W(kNo-gFG4=hJ#FEPdTO!DUu+m+thAZR@f z(bof$T5iNBd|Byh%Jh(5-liYdsy`ZRenIV(?>Nz7k?XnvqG@TlXl7^LRNCLdDx-g6 zIP)nV=$pL%-vGJGxE?a|&@1|f(~Q;n<-m&L5TU=FrGL*}J4N6CHs1r1bKB)@ z&D$IV$(jL$X&|n8I=gVBpw)?y3{BPZ;h5@JT5X$?v1fU!SpCj6eyb$YoF4eE^!Dab zt@JMP32|xH{3<&@VUTjlAeMBLU0!GIGHl_x)E!DH7MKlCtioxbuW&~ zD8rWVnfzZj=-V$hY*k|&ko~aP4Kbv(-`ljbI^Z+Dts^qa+0b$M^t~P;z6WaU$n^-S z#KtFlmP}c*@pjn5sALg?stEm@*WP*YYbbDoCqaJ))+~nQdEJE_MCz04^>5mk4w=%j zV^~9Xoq|FHa|}E-0?iD2Q^iUBFYx-wazHfqt4paiMEJ~r*-6yf)(vc8?Iwp-Kmg~N zjYk{k3)v|T<%s^qfYT#Tl7#a+YwIT~myCZ(TrLzuJct$G4Qeme(^z^vPoB=6OG@YS zzx}c;hbP3lzt`EI8j*pS%iwtZS$V6Wn;ENJzWd2ia)ZlDUia*ItbNK<=c7Vj$}j*;PE}ts(I!=!U;MaSZ9=H+ccLRVv8L7Z`nA?Ru`Q~{#{fGRfu#> z{78w3GW!GDsqzd&M#5m+Trmf0w4655Ii&xFgc&gLz#Ueo zdo<`duv4<)7O?y_Q?679tp)4;&v`I4+~|e{S!b3v{`M;g1oC3zcWB(X)w#No2|5yg zL5UR8dLc=>_$eRElEuUJ{XX;{tkI2)7Jn_9?8p4d*hAd9bN;g(`)_0SZPuB*?x_L1 z|Mn)f>C!pgRuVaG;#wM|5@`llDr{21u)cHv|CKwfTB3fpT)2m=TdSRhSkN4pDJ$ql zciWJ_uL-|k*Nw)EOOGiJXVN4EQ;{5k8E1$TAZDD*iB*ycJic#P@!U|w0Hd1p2V7%T z;`piJFu2qM7VSbWN)cHwWHETD{undrhg75e3OaxzdCg`ojqQT7cZ^Cz&d!|bB7v{J z>)G+lNy+{kLM^3dk(cZWMsnRBBP*8NNgjsoTdwNt;bZY`YssR-W4ypk&C=EhKV%e^ z7yw}5f4h`r7?{cX-lqaTo(4eItV%c-b&bM#IOWyNvovCS-lUp105^kELJZw0YZ!|nE8Cno;3O| zY!=H$A?+*-7!us(%|K@9dD29y)V(o%oSQRHEe^>$6 zSw$e_@33&@VB(a~aK>fr5;h0J&%{4NZHrLItnXom5L-`HSKZ(%&v^eL7Ic2wjWEV_dxh;DaqtDl!euvwZS!x|L+4MM4$ zRV-WZVa)wR>B*0@L-c>J6b?6@CjdUNj+{K{j%TKf$_NThh{m1NO`6EgWgnklarca$>~jba|}GQt8ikjBfX(EX-Mp<}CmuR|EY za#E{o?xwyV=#l%erG>phk7b%yaL|Ucr zVmTmPJoOr6D_A?Zm!)DCh-~q>!?-g}3yB`qsl3Z>Iljj%ZDfC7BiMarvn&0Si*(cm zCtviC%_pivCChH)C%?8(*a&Vatz#-nQF-qvo;H{BJJq3;Yd^uB#o!WuOnu~C*mZW@ z3238T#u{6HATlz!hCt+A*dI8HmQ9HNGG?O#k-XQ7?q-Xtsad`Z4SX5qeh-U&We?*w zUvjfL$6IX-%JqBg{u|zwNx75~wLHcb{rz9Ox*@}{e@Jyp7M&nLYS(>eJ%_+Pni~vf zrhA8OXA0tp8~ydWxEKMCAnq1q>-Ag(bMH4YvMw7*d+u?3iEsa@mA3QM8PvwNbl!D2 zHAOe0Bs%&Z+2!v<+O!>06J!K9WTm_R*h)qpE79Op_!)EOx+hDhQ^s*naFtMsrYffW z3pfr<8%iw+S`Z7Vp-wB?oiH}fxTJO2{WPz3mbTKOK;^f)sE^_1x+1NH2)WO_wT^zt zUV>-I$>WvQ<`6IaVNAhN2tAN)Pa6Yjye6%bp=~$Zl0V5G3Mcq=1ha&O!O`Fd#tR=7sJ~2J9xhQadxmr=(rR?yn4hFMak=Urr&% ztxO~xm0X*Nval8+{esA~Rw7!7M3^yadl|7w;B@ehbhGvfZW51?&BR#aCOiz0=Q=hi z>|_E^heGF>QW&07$oZ%EbAZA9eCWoEPe!68Dq6N^=t6i9uF4{w6M#&6*id4!K^q~=9aB@Z+A;1uZ~uyP zg2+0io2zu{BnmkDjuaXbAuS^mgf8z_B?ch%*P$vkA%p25SsQh){L0oB-+dOrWL9eL z-(+2Ht}sK|;&XeRX8RM71wGGfkAeEkzs4~qjx~%!Q6t|>=CicX*R&BXsM3eC^W})4 zKSl!1@6?7Y^>b2WTLNusUyD?W+{D{w&-$4(k9I030%9v^d;?3*Y9&#+>$qLIt5}@7 z8PYn5&d;y!8a_c$vm4VDj|fA$x6cVN!y|046S zpB<9)Meok=ZOJ6HB;WhOw+1k1ymhgPG376!(L!h-X|g!Z#PsV5>7F(2fa>hQf#FrZ zBQf*;hQ(&ZXql}5gH>$vd0@%L_a&CLW*UAVA6lC!o{;nOI}_QL(K;9bw4}{Bk%Q}% zuC~TwIEi(!!p9xYziH2?JrGFB2CV|He3IStLeYzDd|)7(UljA@I(zoky_p_H<0o>@ z_vGXrDfxH^>lfoEDU@WcttD9;zyMU0Eh6z7q~`4;-ch|TIKtm_aGS}ul98rcH{#p+ ziftDA^unh}(s053mqo1?*Z~QQBbFZhA-B{4H%$@;=C1cJCHl@a^Ds`Y`p46K0N(zR z*r|9GuPR#4wi+d(>Isg}n6|X#GL*A#^U;Qfe>ZbuH@P&9@87BUOCsE+;EZdmEV^(cG;ZKMVrGrVBfDWXvZL$Z zLGoAl5$dn*WW}Ia(`jdoY#QWQ3U5umK-0TUg>OMfQEhZ>t8#@!ub<0q5UI5HN^}3b zO)?ye^xG`|T^Rg6y2U5s6DR9uaSzxE`KLOj2&h`QFW8v<6UT@ZE{x6v=4s}?A*x$2 zMYY8J_x8t7LuXv`48yTs#W(}v=Bvo%bB*uW^cDKTUH?tzP@_VUqF+WmL$n?KBk0c4 z{pS}gmSdZqI7ETq@dqg>(#LikI3U!W_VLAN^aM^cPBgcN+bN^rH^lF z$Z5vAJ#+It)lX3ffcR*$nPZszyTyIQ+j|W143Xk3&3Hdp()>^~7tw!4_0Hk0an*6J z8u%nYGHUd(icXZOT922=SUU_ECSG5fV537HH^)e2yPL6_`Aau{D7@B`xC?MdSKDvC zCHip01a`j`JU>k7cuUc<&4q6s3GZgP;ZLnteKQ)VDw$w zvSCTCq9dYtgQ}=lAN#NX@n=0CT|Dm^I_L3Aj#sUTr1stATkxO@J+~lmcV#}2Mocee zAqCC*asg})kpr$9m$hPD)+^a4vaRK(*2T@+i&Nd>t}NUsah-5oBe^Cl4$W&ZV={DM zW!HbRV4vM|ka{IX1_%Jge@7eleQ7VZ1#p6fD$ZZBvI9WYJ{!Z&F{5uR#RBRDzp+4^ zc$dO@izr=WIe&NbLkn<9hb&ps{mC5mesq9s$ak}-3}VF6tM%SYi*F$`E5M~))i1Wf zr!G&PuB3q^8+V(fRm6jx=`9D}&_x|~LM*fRUNng=G2eZ+S@nO2~FTX&LlnsrUWpcRsLmb2CYTG~N1;k0xYDsIqs^63wT3r$U z<-&52&DiSL-fnmApLNz(Etfl3i&e((=b-J5MyDlZUr@zSS+v@|#HnijW(o7S6W|VA z(iaa7oWX5(!u5z_E-qB9+u}DFI6s?`iC5?V;sj#FTNEsLj4Do_1J;zP(cqBpPv#Vk zgggL%Tuwt-!2l87-*|0n-?dh7yrGiYy4`NiCsRHjAF-226%r}!f3>1Sn}&58W6P{GZv$pOjuFBQ-|Tb6<*ixW0`J#oU;7kl z1=yxv2BjWPuNMi-xOua|4f1=Bz2s14ub{#0kNe2rxTQLsMkoielo9&FS) zVE>!*2MCmAS!sAM0muXG!R+bF(kP%8?Lu}5DNXFb-aFO7 z=077n;Z5MbYj>ts=oD--hciRjd|MDWV%9aa_*{bcac0hElYPA{f8i)yN*2P@bH)c6 zG0nGIV`TIY&ziHjAz8nbjnu3ZcXlhFIAf{qyo+0rN*ZTmL(D_YuG@yeIzZ5|X<+zR z`a&0Xm~{2v^}Q`;NTqXy{yVg@B~NF%XP%g;>zN`cl9>=&1J@}F9cHN#z@|p5!)e2z zmdpCx%lk411-Sh?ouRSR=+_G_@`9!kj4dvFonV7=0htr05Js=cvZ z#B{Tq|Bfd_Ecc-m@G9D8(QAXoj}TLy@h~(=99CW}^L?S}?<9W{voaj_0Eg+*jijvx z&Vn@3hySKhbCQSJFRcS9~ET9y6!a#2U#ATaId1)g&(b?Z_oH2Yw_}RgIoZ z5x9<|w?I7bKroYZtSMil_s55%3O}gpio;!Ylk;-jSQ7J8YNr(dB>Sw(Bu+(u;8giq z5pV5bees&+$ZsHt6_Z@-i<=Dwg2-%Wt>`O6Y%aCP8!q_r)G4`RsSiaNezxdvt?+^Fh z=ef`8ob#OXdg+tjzEXy@DCp&1%<9`T_;oe7&edBu6ks1}X>}q?t22iN*)65BecNU$ z+~hyM{ac>|&P+W#s1@4c(B`8>)3+@zGlF^Wl)2arelO3=Dyx*0-ZYN@31&H}5r^HP zmprS1XhJ7TN2-bP^9Z8qZtL8l>9XA@@~r7n?l<1+S+EzGpxyR>b=eXOYkSi5KbmQj z-!obE!!OKdm1rJETEFLzFi9*xI{68u1Ll*@0ZV};s>6UOeZS42tk_3!yxSR;;}e$a zc(#FMokETaktF~Od4Nq>jX3KbeHVxoYdv>d@=Mt6x(512)TQj!t+Gx!i2xK&JM+m* zFn#w)$G~|8W{SjZb-Wp3Z5M#7@A}l$E#%2j#~VS@t?4xB>_60Kcm29BVC1xE2ev6LcZt2A0V4mZacB} zkbLoJ5nI9A$B>za+F5KCuw;E_(C;{B*Ldsxb8cxn@6{Kn3>*jd*`u+i@X3$}9)RS7 z@U!k7{KhfqC4G_Ji`Z3cyx7QcN`{lnr0PCGb5G@h%$;7!t;2J3@#OO!4AL|z!AKYI zs8qI^X-X582v@Z$-E5Pirw+S&3h=Q+v}-J0+D0#-U(sX(xyQ*3f|lI_ZLq$pXC<`c z-H?bQ;A)irbnxzG@`wT3+~aJFKj-~E`j(NaaR59yKZFNE^k{CkWGs~R$?ZZtT6fNU z(JS`_A8t6dt^GQwoqT7fa|!Z#6+VW0!vo0l7vE9)Uw$`QL~oB?3P6u_DlrJl6g6R+UdTMMU z5Wq1&Bm7E;HN6W#(yW^zb4HxmQaD| zWIU)Od_2;<*c$zi(s)v#z$6tf5alq==8*4UUja#75*g#wn-&Ha&x%GEm4Qbk^bg8$ zM$hSY`8BeZd&zWIR8>XVhij}SZVqpGg8o?x?4~rM8U#QnPYrJRW4tnAjpzE@B?cd> zDZH^}Tmg$0XZj)CuA6DW5WP-rm9K_{azb>uZAalSVoO~AfV3xB(*PyYSs?lPclU$g zK+!JD;N-maW|$kLihBH}sfqYqabH&Qt1I83MgmvKr%K3UgKzr_6fT9o zO{lJp0FIKX`$FFrjC}hCuBrLO=f%w9Q1ej87rXrtl1T-V^;IiHtIFDsu^Z9%`U|ti zDxPNl7mZ8jI^Jgd?peT%`qmTuMp+JAjwW7ynT1o(1+s@J0# zwAM(fk}!M5ToR|v{;ix8FawHx_C7rbZ3ODm1&J7h3|7~zeKz?eQ%2JAwJCRPnPjVx zLE2`tN;e&rX8dj2pY{_%SPLzjZS;K4nyTLfl|qvg_RxkEn@YLN)k_72PmyaTU7;JG zvUv0bwt>d1&tIz#YdoIGH@p%q{(Cl5V=G552V#n{v1VtJa)CN2uo=w9UyUFI;?@>u!zO%|)*{@g zC-$1t)4t$5O=J=6mP{?Z>7u1#zYbBaN}*{8&dmp2xW0)#+$|vr{P6g{ywPPaQhP)7 zwmkCG4Hiqb7cLHvVru4h;QT&4Fd3}wnr$?Bb9kkN=}&E4x-qmAXwuX&^yWUq$Rg&- z-QxG}Q)i47oLghQs8rlYRw)yZ%oLL^y}he(jpdVrlY zmL?EQAunN3O}aaJI(chKLbG7fr_L5{l3I={UX|K@tlaaB>2kBVARrTH07a+Qkucn1 zjWP8m!*GJs+@vE_Pt;GDiq{)yX(O+NG5c|`d6q%}k~O&)_q96PRq^<}#OfvyM`MDN z!(nxf#!hW|p8pux^u%9o%R!OvTzhTJ!aEKR{d{p&*SAH%ckx<7EPz`*!ztC2@foM$ zTl#W?jLi5v^FK=WXLbK=-_Krc$itw9%@~V=)xD}TC{d1j1h4$y!XKek>Jl$jR3ayX zG0I`{iKqoSl+bm6^<&3PT?G|f(lrI`*&v%A#T==vKF1A;AANvau+2{43|Fe1TV-se3PV z$jIfTWjp7r4sg#_c<};1{k@-TO)g7iq%n8`lq1KWg4Ii1)%WSl4f?VAxhkheNla^S!Xvu=%eO>l9|XfKPpniL_)IW&b>tQ6XIM#T z^)q8ZIwXPmnfM02$~C2#eq3YGMbVkY5cPPr)TAk;JNbo;NuL)B6{#+Ze|u{>esn$A zY#-I81Ni)@aov}fGls3z+HgR=3PEhkp)hqzcUNC%`F?I5Lltr~Vd-5iD; zot#!#WOxNq8(Vovi-$1oq5c#!-RoB2!j9^4D{|rV5FDLzVONEb64Xnc=a_!KZBcT! z4b&Y`pi(S%lhcx6^}WE&kz53I;I;8f@-!FCL|+r7 HZXfY~e$r$M literal 0 HcmV?d00001 diff --git a/predicators/envs/burger.py b/predicators/envs/burger.py new file mode 100644 index 0000000000..fb64f707e6 --- /dev/null +++ b/predicators/envs/burger.py @@ -0,0 +1,638 @@ +"""A simple gridworld environment where a robot prepares a burger, inspired by +https://github.com/portal-cornell/robotouille. + +This environment uses assets from robotouille that were designed by +Nicole Thean (https://github.com/nicolethean). +""" + +import logging +from typing import Callable, List, Optional, Sequence, Set, Tuple + +import matplotlib +import matplotlib.image as mpimg +import matplotlib.pyplot as plt +# import pygame +import numpy as np +from gym.spaces import Box + +from predicators import utils +from predicators.envs import BaseEnv +from predicators.settings import CFG +from predicators.structs import Action, EnvironmentTask, GroundAtom, Object, \ + Predicate, State, Type + + +class BurgerEnv(BaseEnv): + """A simple gridworld environment where a robot prepares a burger, inspired + by https://github.com/portal-cornell/robotouille. + + This environment is designed to showcase a predicate invention approach that + learns geometric predicates that operate on the object-centric state and + vision-language model predicates that operate on the visual rendering of the + state. + + One quirk of this environment is that we want certain parts of the state to + only be accessible by the oracle approach. This is because we want to invent + predicates like IsCooked as a VLM predicate, but not a geometric predicate, + so no information about how cooked an object is should be in the state. The + solution to this is to hide certain state inside State.simulator_state. + After the demonstrations are created by the oracle approach, we can erase + this simulator state before we pass the demonstrations to the predicate + invention approach. + + Example command to see demos created: + python predicators/main.py --env burger + --approach grammar_search_invention --seed 0 --num_train_tasks 10 + --option_model_terminate_on_repeat False + --sesame_max_skeletons_optimized 1000 --timeout 80 + --sesame_max_samples_per_step 1 --make_demo_videos + --sesame_task_planner fdopt + + Note that the default task planner is too slow -- fast downward is required. + """ + + # Types + _object_type = Type("object", []) + _item_type = Type("item", [], _object_type) + _station_type = Type("station", [], _object_type) + + _robot_type = Type("robot", ["row", "col", "fingers", "dir"]) + + _patty_type = Type("patty", ["row", "col", "z"], _item_type) + _tomato_type = Type("tomato", ["row", "col", "z"], _item_type) + _cheese_type = Type("cheese", ["row", "col", "z"], _item_type) + _bottom_bun_type = Type("bottom_bun", ["row", "col", "z"], _item_type) + _top_bun_type = Type("top_bun", ["row", "col", "z"], _item_type) + + _grill_type = Type("grill", ["row", "col", "z"], _station_type) + _cutting_board_type = Type("cutting_board", ["row", "col", "z"], + _station_type) + + dir_to_enum = {"up": 0, "left": 1, "down": 2, "right": 3} + enum_to_dir = {0: "up", 1: "left", 2: "down", 3: "right"} + + num_rows = CFG.gridworld_num_rows + num_cols = CFG.gridworld_num_cols + + def __init__(self, use_gui: bool = True) -> None: + super().__init__(use_gui) + + # Predicates + self._Adjacent = Predicate("Adjacent", + [self._robot_type, self._object_type], + self.Adjacent_holds) + self._AdjacentToNothing = Predicate("AdjacentToNothing", + [self._robot_type], + self._AdjacentToNothing_holds) + self._Facing = Predicate("Facing", + [self._robot_type, self._object_type], + self.Facing_holds) + self._AdjacentNotFacing = Predicate( + "AdjacentNotFacing", [self._robot_type, self._object_type], + self._AdjacentNotFacing_holds) + self._IsCooked = Predicate("IsCooked", [self._patty_type], + self._IsCooked_holds) + self._IsSliced = Predicate("IsSliced", [self._tomato_type], + self._IsSliced_holds) + self._HandEmpty = Predicate("HandEmpty", [self._robot_type], + self._HandEmpty_holds) + self._Holding = Predicate("Holding", + [self._robot_type, self._item_type], + self._Holding_holds) + self._On = Predicate("On", [self._item_type, self._object_type], + self._On_holds) + self._OnNothing = Predicate("OnNothing", [self._object_type], + self._OnNothing_holds) + self._Clear = Predicate("Clear", [self._object_type], + self._Clear_holds) + self._GoalHack = Predicate("GoalHack", [ + self._bottom_bun_type, self._patty_type, self._cheese_type, + self._tomato_type, self._top_bun_type + ], self._GoalHack_holds) + + # Static objects (exist no matter the settings) + self._robot = Object("robby", self._robot_type) + self._grill = Object("grill", self._grill_type) + self._cutting_board = Object("cutting_board", self._cutting_board_type) + + @classmethod + def get_name(cls) -> str: + return "burger" + + @property + def types(self) -> Set[Type]: + return { + self._object_type, self._item_type, self._station_type, + self._robot_type, self._patty_type, self._tomato_type, + self._cheese_type, self._bottom_bun_type, self._top_bun_type, + self._grill_type, self._cutting_board_type + } + + def _get_tasks(self, num: int, + rng: np.random.Generator) -> List[EnvironmentTask]: + del rng # unused + tasks = [] + + # Add robot, grill, and cutting board + state_dict = {} + hidden_state = {} + state_dict[self._robot] = { + "row": 2, + "col": 2, + "fingers": 0.0, + "dir": 3 + } + state_dict[self._grill] = {"row": 2, "col": 3, "z": 0} + state_dict[self._cutting_board] = {"row": 1, "col": 3, "z": 0} + + # Add patty + patty = Object("patty", self._patty_type) + state_dict[patty] = {"row": 0, "col": 0, "z": 0} + hidden_state[patty] = {"is_cooked": 0.0, "is_held": 0.0} + + # Add tomato + tomato = Object("tomato", self._tomato_type) + state_dict[tomato] = {"row": 0, "col": 1, "z": 0} + hidden_state[tomato] = {"is_sliced": 0.0, "is_held": 0.0} + + # Add cheese + cheese = Object("cheese", self._cheese_type) + state_dict[cheese] = {"row": 3, "col": 0, "z": 0} + hidden_state[cheese] = {"is_held": 0.0} + + # Add top bun + top_bun = Object("top_bun", self._top_bun_type) + state_dict[top_bun] = {"row": 3, "col": 1, "z": 0} + hidden_state[top_bun] = {"is_held": 0.0} + + # Add bottom bun + bottom_bun = Object("bottom_bun", self._bottom_bun_type) + state_dict[bottom_bun] = {"row": 0, "col": 2, "z": 0} + hidden_state[bottom_bun] = {"is_held": 0.0} + + goal = { + GroundAtom(self._On, [patty, bottom_bun]), + GroundAtom(self._On, [cheese, patty]), + GroundAtom(self._On, [tomato, cheese]), + GroundAtom(self._On, [top_bun, tomato]), + GroundAtom(self._IsCooked, [patty]), + GroundAtom(self._IsSliced, [tomato]), + } + + for _ in range(num): + state = utils.create_state_from_dict(state_dict) + state.simulator_state = hidden_state + # Note: this takes in Observation, GoalDescription, whose types are + # Any + tasks.append(EnvironmentTask(state, goal)) + + return tasks + + def _generate_train_tasks(self) -> List[EnvironmentTask]: + return self._get_tasks(num=CFG.num_train_tasks, rng=self._train_rng) + + def _generate_test_tasks(self) -> List[EnvironmentTask]: + return self._get_tasks(num=CFG.num_test_tasks, rng=self._test_rng) + + @classmethod + def Adjacent_holds(cls, state: State, objects: Sequence[Object]) -> bool: + """Public for use by oracle options.""" + robot, obj = objects + rx, ry = cls.get_position(robot, state) + ox, oy = cls.get_position(obj, state) + return cls.is_adjacent(rx, ry, ox, oy) + + def _AdjacentToNothing_holds(self, state: State, + objects: Sequence[Object]) -> bool: + robot, = objects + for obj in state: + if obj.is_instance(self._item_type) or \ + obj.is_instance(self._station_type): + if self.Adjacent_holds(state, [robot, obj]): + return False + return True + + @classmethod + def Facing_holds(cls, state: State, objects: Sequence[Object]) -> bool: + """Public for use by oracle options.""" + robot, obj = objects + rx, ry = cls.get_position(robot, state) + rdir = state.get(robot, "dir") + ox, oy = cls.get_position(obj, state) + facing_left = ry == oy and rx - ox == 1 and cls.enum_to_dir[ + rdir] == "left" + facing_right = ry == oy and rx - ox == -1 and cls.enum_to_dir[ + rdir] == "right" + facing_down = ry - oy == 1 and rx == ox and cls.enum_to_dir[ + rdir] == "down" + facing_up = ry - oy == -1 and rx == ox and cls.enum_to_dir[rdir] == "up" + return facing_left or facing_right or facing_down or facing_up + + def _AdjacentNotFacing_holds(self, state: State, + objects: Sequence[Object]) -> bool: + return self.Adjacent_holds( + state, objects) and not self.Facing_holds(state, objects) + + def _IsCooked_holds(self, state: State, objects: Sequence[Object]) -> bool: + patty, = objects + return state.simulator_state[patty][ # type: ignore[index] + "is_cooked"] > 0.5 + + def _IsSliced_holds(self, state: State, objects: Sequence[Object]) -> bool: + tomato, = objects + return state.simulator_state[tomato][ # type: ignore[index] + "is_sliced"] > 0.5 + + def _HandEmpty_holds(self, state: State, + objects: Sequence[Object]) -> bool: + robot, = objects + return state.get(robot, "fingers") < 0.5 + + def _Holding_holds(self, state: State, objects: Sequence[Object]) -> bool: + robot, item = objects + return not self._HandEmpty_holds( + state, + [robot]) and state.simulator_state[item][ # type: ignore[index] + "is_held"] > 0.5 + + def _On_holds(self, state: State, objects: Sequence[Object]) -> bool: + a, b = objects + ax, ay = self.get_position(a, state) + bx, by = self.get_position(b, state) + az = state.get(a, "z") + bz = state.get(b, "z") + return ax == bx and ay == by and az - 1 == bz + + def _OnNothing_holds(self, state: State, + objects: Sequence[Object]) -> bool: + obj, = objects + for other_obj in state: + if other_obj.is_instance(self._item_type) or other_obj.is_instance( + self._station_type): + if self._On_holds(state, [obj, other_obj]): + return False + return True + + def _Clear_holds(self, state: State, objects: Sequence[Object]) -> bool: + obj, = objects + for other_obj in state: + if other_obj.is_instance(self._item_type) or other_obj.is_instance( + self._station_type): + if self._On_holds(state, [other_obj, obj]): + return False + return True + + def _GoalHack_holds(self, state: State, objects: Sequence[Object]) -> bool: + bottom, patty, cheese, tomato, top = objects + atoms = [ + self._On_holds(state, [patty, bottom]), + self._On_holds(state, [cheese, patty]), + self._On_holds(state, [tomato, cheese]), + self._On_holds(state, [top, tomato]), + self._IsCooked_holds(state, [patty]), + self._IsSliced_holds(state, [tomato]) + ] + return all(atoms) + + @classmethod + def get_position(cls, obj: Object, state: State) -> Tuple[int, int]: + """Public for use by oracle options.""" + col = state.get(obj, "col") + row = state.get(obj, "row") + return col, row + + @classmethod + def is_adjacent(cls, col_1: int, row_1: int, col_2: int, + row_2: int) -> bool: + """Public for use by oracle options.""" + adjacent_vertical = col_1 == col_2 and abs(row_1 - row_2) == 1 + adjacent_horizontal = row_1 == row_2 and abs(col_1 - col_2) == 1 + return adjacent_vertical or adjacent_horizontal + + @property + def predicates(self) -> Set[Predicate]: + return { + self._Adjacent, self._AdjacentToNothing, self._AdjacentNotFacing, + self._Facing, self._IsCooked, self._IsSliced, self._HandEmpty, + self._Holding, self._On, self._OnNothing, self._Clear, + self._GoalHack + } + + @property + def goal_predicates(self) -> Set[Predicate]: + return {self._On, self._IsCooked, self._IsSliced} + + @property + def action_space(self) -> Box: + # dx (column), dy (row), direction, cut/cook, pick/place + # We expect dx and dy to be one of -1, 0, or 1. + # We expect direction to be one of -1, 0, 1, 2, or 3. -1 signifies + # "no change in direction", and 0, 1, 2, and 3 signify a direction. + # We expect cut/cook and pick/place to be 0 or 1. + return Box(low=np.array([-1.0, -1.0, -1.0, 0.0, 0.0]), + high=np.array([1.0, 1.0, 3.0, 1.0, 1.0]), + dtype=np.float32) + + @staticmethod + def _get_robot_direction(dx: float, dy: float) -> str: + if dx < 0: + return "left" + if dx > 0: + return "right" + if dy < 0: + return "down" + if dy > 0: + return "up" + return "no_change" + + @staticmethod + def get_cell_in_direction(x: int, y: int, + direction: str) -> Tuple[int, int]: + """Public for use by tests.""" + if direction == "left": + return (x - 1, y) + if direction == "right": + return (x + 1, y) + if direction == "up": + return (x, y + 1) + if direction == "down": + return (x, y - 1) + return (x, y) + + @classmethod + def get_empty_cells(cls, state: State) -> Set[Tuple[int, int]]: + """Public for use by oracle options.""" + cells = set() + for y in range(cls.num_rows): + for x in range(cls.num_cols): + cells.add((x, y)) + + for obj in state: + x, y = cls.get_position(obj, state) + if (x, y) in cells: + cells.remove((x, y)) + + return set(cells) + + def simulate(self, state: State, action: Action) -> State: + # We assume only one of , , , + # is not "null" in each action. + # If each one was null, the action would be <0, 0, -1, 0, 0>. + assert self.action_space.contains(action.arr) + next_state = state.copy() + dcol, drow, dir_from_turning, interact, pickplace = action.arr + + rx, ry = self.get_position(self._robot, state) + new_rx = np.clip(rx + dcol, 0, self.num_cols - 1) + new_ry = np.clip(ry + drow, 0, self.num_rows - 1) + + # Compute the robot's direction. + dir_from_movement = self._get_robot_direction(dcol, drow) + if dir_from_movement != "no_change": + next_state.set(self._robot, "dir", + self.dir_to_enum[dir_from_movement]) + elif dir_from_turning in [0, 1, 2, 3]: + next_state.set(self._robot, "dir", dir_from_turning) + + # Get the objects we can interact with. + items = [obj for obj in state if obj.is_instance(self._item_type)] + + # Check for collision. + other_objects = [ + obj for obj in state if not obj.is_instance(self._robot_type) + ] + for obj in other_objects: + if obj in items: + if state.simulator_state[obj][ # type: ignore[index] + "is_held"] > 0.5: + continue + ox, oy = self.get_position(obj, state) + if abs(new_rx - ox) < 1e-3 and abs(new_ry - oy) < 1e-3: + return next_state + + # No collision detected, so we can move the robot. + next_state.set(self._robot, "col", new_rx) + next_state.set(self._robot, "row", new_ry) + + # If an object was held, move it with the robot. + for item in items: + if state.simulator_state[item][ # type: ignore[index] + "is_held"] > 0.5: + next_state.set(item, "col", new_rx) + next_state.set(item, "row", new_ry) + + # Handle interaction (cutting or cooking). + for item in items: + if self.Facing_holds(state, + [self._robot, item]) and interact > 0.5: + if item.is_instance(self._patty_type) and self._On_holds( + state, [item, self._grill]): + next_state.simulator_state[item][ # type: ignore[index] + "is_cooked"] = 1.0 + elif item.is_instance(self._tomato_type) and self._On_holds( + state, [item, self._cutting_board]): + next_state.simulator_state[item][ # type: ignore[index] + "is_sliced"] = 1.0 + + # Handle picking. + if pickplace > 0.5 and self._HandEmpty_holds(state, [self._robot]): + facing_items = [] + for item in items: + if self.Facing_holds(state, [self._robot, item]): + facing_items.append((item, state.get(item, "z"))) + if len(facing_items) > 0: + # We'll pick up the item that is "on top". + on_top = max(facing_items, key=lambda x: x[1])[0] + next_state.simulator_state[on_top][ # type: ignore[index] + "is_held"] = 1.0 + next_state.set(on_top, "col", rx) + next_state.set(on_top, "row", ry) + next_state.set(on_top, "z", 0) + next_state.set(self._robot, "fingers", 1.0) + + # Handle placing. + if pickplace > 0.5 and not self._HandEmpty_holds(state, [self._robot]): + held_item = [ + item for item in items + if state.simulator_state[item] # type: ignore[index] + ["is_held"] > 0.5 + ][0] + px, py = self.get_cell_in_direction( + rx, ry, self.enum_to_dir[state.get(self._robot, "dir")]) + if 0 <= py <= self.num_rows and 0 <= px <= self.num_cols: + next_state.set(self._robot, "fingers", 0.0) + next_state.simulator_state[held_item][ # type: ignore[index] + "is_held"] = 0.0 + next_state.set(held_item, "col", px) + next_state.set(held_item, "row", py) + # If any other objects are at this location, then this must go + # on top of them. + objects_at_loc = [] + for obj in other_objects: + ox, oy = self.get_position(obj, state) + if ox == px and oy == py: + objects_at_loc.append((obj, state.get(obj, "z"))) + if len(objects_at_loc) > 0: + new_z = max(objects_at_loc, key=lambda x: x[1])[1] + 1 + else: + new_z = 0 + next_state.set(held_item, "z", new_z) + + return next_state + + def render_state_plt( + self, + state: State, + task: EnvironmentTask, + action: Optional[Action] = None, + caption: Optional[str] = None) -> matplotlib.figure.Figure: + figsize = (self.num_cols * 2, self.num_rows * 2) + fig, ax = plt.subplots(1, 1, figsize=figsize) + plt.suptitle(caption, wrap=True) + + # Plot vertical lines + for i in range(self.num_cols + 1): + ax.axvline(x=i, color="k", linestyle="-") + + # Plot horizontal lines + for i in range(self.num_rows + 1): + ax.axhline(y=i, color="k", linestyle="-") + + # Draw robot + x, y = self.get_position(self._robot, state) + # ax.plot(robot_col + 0.5, robot_row + 0.5, 'rs', markersize=20) + robot_direction = self.enum_to_dir[state.get(self._robot, "dir")] + robot_img = mpimg.imread( + utils.get_env_asset_path(f"imgs/robot_{robot_direction}.png")) + img_size = (0.8, 0.8) + ax.imshow(robot_img, + extent=[ + x + (1 - img_size[0]) / 2, x + (1 + img_size[0]) / 2, + y + (1 - img_size[1]) / 2, y + (1 + img_size[1]) / 2 + ]) + + # Draw grill + x, y = self.get_position(self._grill, state) + grill_img = mpimg.imread(utils.get_env_asset_path("imgs/grill.png")) + ax.imshow(grill_img, extent=[x, x + 1, y, y + 1]) + + # Draw cutting board + x, y = self.get_position(self._cutting_board, state) + cutting_board_img = mpimg.imread( + utils.get_env_asset_path("imgs/cutting_board.png")) + ax.imshow(cutting_board_img, extent=[x, x + 1, y, y + 1]) + + # Draw items + type_to_img = { + self._top_bun_type: + mpimg.imread("predicators/envs/assets/imgs/top_bun.png"), + self._bottom_bun_type: + mpimg.imread("predicators/envs/assets/imgs/bottom_bun.png"), + self._cheese_type: + mpimg.imread("predicators/envs/assets/imgs/cheese.png"), + self._tomato_type: + mpimg.imread(utils.get_env_asset_path("imgs/whole_tomato.png")), + self._patty_type: + mpimg.imread(utils.get_env_asset_path("imgs/raw_patty.png")) + } + held_img_size = (0.3, 0.3) + offset = held_img_size[1] * (1 / 3) + items = [obj for obj in state if obj.is_instance(self._item_type)] + for item in items: + img = type_to_img[item.type] + if "is_cooked" in state.simulator_state[ # type: ignore[index] + item] and self._IsCooked_holds(state, [item]): + img = mpimg.imread( + utils.get_env_asset_path("imgs/cooked_patty.png")) + elif "is_sliced" in state.simulator_state[ # type: ignore[index] + item] and self._IsSliced_holds(state, [item]): + img = mpimg.imread( + utils.get_env_asset_path("imgs/sliced_tomato.png")) + zorder = state.get(item, "z") + is_held = state.simulator_state[item][ # type: ignore[index] + "is_held"] > 0.5 + x, y = self.get_position(item, state) + # If the item is held, make it smaller so that it does obstruct the + # robot. + img_size = (0.7, 0.7) + if is_held: + extent = [ + x + (1 - held_img_size[0]) * (1 / 2), + x + (1 + held_img_size[0]) * (1 / 2), y + offset, + y + held_img_size[1] + offset + ] + # If the item is on top of something else, make it look like it by + # moving it up a little. + elif zorder > 0: + offset = 0.1 * zorder + extent = [ + x + (1 - img_size[0]) * (1 / 2), + x + (1 + img_size[0]) * (1 / 2), + y + (1 - img_size[1]) / 2 + offset, + y + (1 + img_size[1]) / 2 + offset + ] + else: + extent = [ + x + (1 - img_size[0]) * (1 / 2), + x + (1 + img_size[0]) * (1 / 2), y + (1 - img_size[1]) / 2, + y + (1 + img_size[1]) / 2 + ] + ax.imshow(img, extent=extent, zorder=zorder) + + # Draw background + floor_img = mpimg.imread( + utils.get_env_asset_path("imgs/floorwood.png")) + for y in range(self.num_rows): + for x in range(self.num_cols): + ax.imshow(floor_img, extent=[x, x + 1, y, y + 1], zorder=-1) + + ax.set_xlim(0, self.num_cols) + ax.set_ylim(0, self.num_rows) + ax.set_aspect("equal") + ax.axis("off") + plt.tight_layout() + return fig + + def get_event_to_action_fn( + self) -> Callable[[State, matplotlib.backend_bases.Event], Action]: + + def _event_to_action(state: State, + event: matplotlib.backend_bases.Event) -> Action: + del state # unused + logging.info( + "Controls: arrow keys to move, wasd to change direction, " \ + "(e) to interact, (f) to pick/place, (q) to quit" + ) + dcol, drow, turn, interact, pickplace = 0, 0, -1, 0, 0 + if event.key == "q": + raise utils.HumanDemonstrationFailure("Human quit.") + if event.key == "w": + turn = 0 + elif event.key == "a": + turn = 1 + elif event.key == "s": + turn = 2 + elif event.key == "d": + turn = 3 + elif event.key == "left": + drow = 0 + dcol = -1 + elif event.key == "right": + drow = 0 + dcol = 1 + elif event.key == "down": + drow = -1 + dcol = 0 + elif event.key == "up": + drow = 1 + dcol = 0 + elif event.key == "e": + interact = 1 + elif event.key == "f": + pickplace = 1 + action = Action( + np.array([dcol, drow, turn, interact, pickplace], + dtype=np.float32)) + return action + + return _event_to_action diff --git a/predicators/ground_truth_models/burger/__init__.py b/predicators/ground_truth_models/burger/__init__.py new file mode 100644 index 0000000000..8b9dd72f9e --- /dev/null +++ b/predicators/ground_truth_models/burger/__init__.py @@ -0,0 +1,6 @@ +"""Ground truth models for burger environment.""" + +from .nsrts import BurgerGroundTruthNSRTFactory +from .options import BurgerGroundTruthOptionFactory + +__all__ = ["BurgerGroundTruthOptionFactory", "BurgerGroundTruthNSRTFactory"] diff --git a/predicators/ground_truth_models/burger/nsrts.py b/predicators/ground_truth_models/burger/nsrts.py new file mode 100644 index 0000000000..408eadb885 --- /dev/null +++ b/predicators/ground_truth_models/burger/nsrts.py @@ -0,0 +1,601 @@ +"""Ground-truth NSRTs for the burger environment.""" + +from typing import Dict, Set + +from predicators.ground_truth_models import GroundTruthNSRTFactory +from predicators.structs import NSRT, LiftedAtom, ParameterizedOption, \ + Predicate, Type, Variable +from predicators.utils import null_sampler + + +class BurgerGroundTruthNSRTFactory(GroundTruthNSRTFactory): + """Ground-truth NSRTs for the Burger environment.""" + + @classmethod + def get_env_names(cls) -> Set[str]: + return {"burger"} + + @staticmethod + def get_nsrts(env_name: str, types: Dict[str, Type], + predicates: Dict[str, Predicate], + options: Dict[str, ParameterizedOption]) -> Set[NSRT]: + + # Types + tomato_type = types["tomato"] + patty_type = types["patty"] + + grill_type = types["grill"] + cutting_board_type = types["cutting_board"] + robot_type = types["robot"] + + item_type = types["item"] + object_type = types["object"] + + # Variables + tomato = Variable("?tomato", tomato_type) + patty = Variable("?patty", patty_type) + + grill = Variable("?grill", grill_type) + cutting_board = Variable("?cutting_board", cutting_board_type) + robot = Variable("?robot", robot_type) + + item = Variable("?item", item_type) + obj = Variable("?object", object_type) + + from_obj1 = Variable("?from_obj1", item_type) + from_obj2 = Variable("?from_obj2", item_type) + from_obj3 = Variable("?from_obj3", item_type) + from_obj4 = Variable("?from_obj4", object_type) + + to_obj1 = Variable("?to_obj1", item_type) + to_obj2 = Variable("?to_obj2", item_type) + to_obj3 = Variable("?to_obj3", item_type) + to_obj4 = Variable("?to_obj4", object_type) + + # Predicates + Adjacent = predicates["Adjacent"] + AdjacentToNothing = predicates["AdjacentToNothing"] + Facing = predicates["Facing"] + IsCooked = predicates["IsCooked"] + IsSliced = predicates["IsSliced"] + HandEmpty = predicates["HandEmpty"] + Holding = predicates["Holding"] + On = predicates["On"] + OnNothing = predicates["OnNothing"] + Clear = predicates["Clear"] + + # Options + Move = options["Move"] + Pick = options["Pick"] + Place = options["Place"] + Cook = options["Cook"] + Slice = options["Slice"] + + nsrts = set() + + # Slice + parameters = [robot, tomato, cutting_board] + option_vars = [robot, tomato, cutting_board] + option = Slice + preconditions = { + LiftedAtom(Clear, [tomato]), + LiftedAtom(On, [tomato, cutting_board]), + LiftedAtom(Facing, [robot, tomato]) + } + add_effects = {LiftedAtom(IsSliced, [tomato])} + delete_effects: Set[LiftedAtom] = set() + ignore_effects: Set[Predicate] = set() + slice_nsrt = NSRT("Slice", parameters, preconditions, add_effects, + delete_effects, ignore_effects, option, option_vars, + null_sampler) + nsrts.add(slice_nsrt) + + # Cook + parameters = [robot, patty, grill] + option_vars = [robot, patty, grill] + option = Cook + preconditions = { + LiftedAtom(Clear, [patty]), + LiftedAtom(On, [patty, grill]), + LiftedAtom(Facing, [robot, patty]) + } + add_effects = {LiftedAtom(IsCooked, [patty])} + delete_effects = set() + ignore_effects = set() + cook_nsrt = NSRT("Cook", parameters, preconditions, add_effects, + delete_effects, ignore_effects, option, option_vars, + null_sampler) + nsrts.add(cook_nsrt) + + # NOTE: this nsrt will be relevant after the environment is updated to + # have more variation in the tasks' initial states. + # # MoveWhenAlreadyAdjacent + # parameters = [robot, to_obj, from_obj3] + # option_vars = [robot, to_obj] + # option = Move + # preconditions = { + # LiftedAtom(Adjacent, [robot, from_obj3]), + # LiftedAtom(Adjacent, [robot, to_obj]), + # LiftedAtom(Facing, [robot, from_obj3]) + # } + # add_effects = { + # LiftedAtom(Facing, [robot, to_obj]) + # } + # delete_effects = { + # LiftedAtom(Facing, [robot, from_obj3]) + # } + # ignore_effects = set() + # move_when_already_adjacent_nsrt = NSRT( + # "MoveWhenAlreadyAdjacent", + # parameters, + # preconditions, + # add_effects, + # delete_effects, + # ignore_effects, + # option, + # option_vars, + # null_sampler + # ) + # nsrts.add(move_when_already_adjacent_nsrt) + + # MoveFromNothingToOneStack + parameters = [robot, to_obj4] + option_vars = [robot, to_obj4] + option = Move + preconditions = { + LiftedAtom(AdjacentToNothing, [robot]), + LiftedAtom(Clear, [to_obj4]), + LiftedAtom(OnNothing, [to_obj4]) + } + add_effects = { + LiftedAtom(Adjacent, [robot, to_obj4]), + LiftedAtom(Facing, [robot, to_obj4]) + } + delete_effects = {LiftedAtom(AdjacentToNothing, [robot])} + ignore_effects = set() + move_from_nothing_to_one_stack_nsrt = NSRT("MoveFromNothingToOneStack", + parameters, preconditions, + add_effects, delete_effects, + ignore_effects, option, + option_vars, null_sampler) + nsrts.add(move_from_nothing_to_one_stack_nsrt) + + # MoveFromNothingToTwoStack + parameters = [robot, to_obj1, to_obj4] + option_vars = [robot, to_obj1] + option = Move + preconditions = { + LiftedAtom(AdjacentToNothing, [robot]), + LiftedAtom(Clear, [to_obj1]), + LiftedAtom(On, [to_obj1, to_obj4]), + LiftedAtom(OnNothing, [to_obj4]), + } + add_effects = { + LiftedAtom(Adjacent, [robot, to_obj1]), + LiftedAtom(Facing, [robot, to_obj1]), + LiftedAtom(Adjacent, [robot, to_obj4]), + LiftedAtom(Facing, [robot, to_obj4]), + } + delete_effects = {LiftedAtom(AdjacentToNothing, [robot])} + ignore_effects = set() + move_from_nothing_to_two_stack_nsrt = NSRT("MoveFromNothingToTwoStack", + parameters, preconditions, + add_effects, delete_effects, + ignore_effects, option, + option_vars, null_sampler) + nsrts.add(move_from_nothing_to_two_stack_nsrt) + + # MoveFromNothingToThreeStack + parameters = [robot, to_obj1, to_obj2, to_obj4] + option_vars = [robot, to_obj1] + option = Move + preconditions = { + LiftedAtom(AdjacentToNothing, [robot]), + LiftedAtom(Clear, [to_obj1]), + LiftedAtom(On, [to_obj1, to_obj2]), + LiftedAtom(On, [to_obj2, to_obj4]), + LiftedAtom(OnNothing, [to_obj4]), + } + add_effects = { + LiftedAtom(Adjacent, [robot, to_obj1]), + LiftedAtom(Facing, [robot, to_obj1]), + LiftedAtom(Adjacent, [robot, to_obj2]), + LiftedAtom(Facing, [robot, to_obj2]), + LiftedAtom(Adjacent, [robot, to_obj4]), + LiftedAtom(Facing, [robot, to_obj4]), + } + delete_effects = {LiftedAtom(AdjacentToNothing, [robot])} + ignore_effects = set() + move_from_nothing_to_three_stack_nsrt = NSRT( + "MoveFromNothingToThreeStack", parameters, preconditions, + add_effects, delete_effects, ignore_effects, option, option_vars, + null_sampler) + nsrts.add(move_from_nothing_to_three_stack_nsrt) + + # MoveFromNothingToFourStack + parameters = [robot, to_obj1, to_obj2, to_obj3, to_obj4] + option_vars = [robot, to_obj1] + option = Move + preconditions = { + LiftedAtom(AdjacentToNothing, [robot]), + LiftedAtom(Clear, [to_obj1]), + LiftedAtom(On, [to_obj1, to_obj2]), + LiftedAtom(On, [to_obj2, to_obj3]), + LiftedAtom(On, [to_obj3, to_obj4]), + LiftedAtom(OnNothing, [to_obj4]), + } + add_effects = { + LiftedAtom(Adjacent, [robot, to_obj1]), + LiftedAtom(Facing, [robot, to_obj1]), + LiftedAtom(Adjacent, [robot, to_obj2]), + LiftedAtom(Facing, [robot, to_obj2]), + LiftedAtom(Adjacent, [robot, to_obj3]), + LiftedAtom(Facing, [robot, to_obj3]), + LiftedAtom(Adjacent, [robot, to_obj4]), + LiftedAtom(Facing, [robot, to_obj4]) + } + delete_effects = {LiftedAtom(AdjacentToNothing, [robot])} + ignore_effects = set() + move_from_nothing_to_four_stack_nsrt = NSRT( + "MoveFromNothingToFourStack", parameters, preconditions, + add_effects, delete_effects, ignore_effects, option, option_vars, + null_sampler) + nsrts.add(move_from_nothing_to_four_stack_nsrt) + + # MoveWhenFacingOneStack + parameters = [robot, to_obj4, from_obj4] + option_vars = [robot, to_obj4] + option = Move + preconditions = { + LiftedAtom(Adjacent, [robot, from_obj4]), + LiftedAtom(Facing, [robot, from_obj4]), + LiftedAtom(Clear, [from_obj4]), + LiftedAtom(OnNothing, [from_obj4]) + } + add_effects = { + LiftedAtom(Adjacent, [robot, to_obj4]), + LiftedAtom(Facing, [robot, to_obj4]) + } + delete_effects = { + LiftedAtom(Adjacent, [robot, from_obj4]), + LiftedAtom(Facing, [robot, from_obj4]), + } + ignore_effects = set() + move_when_facing_one_stack_nsrt = NSRT("MoveWhenFacingOneStack", + parameters, preconditions, + add_effects, delete_effects, + ignore_effects, option, + option_vars, null_sampler) + nsrts.add(move_when_facing_one_stack_nsrt) + + # MoveWhenFacingTwoStack + parameters = [robot, to_obj4, from_obj1, from_obj4] + option_vars = [robot, to_obj4] + option = Move + preconditions = { + LiftedAtom(Adjacent, [robot, from_obj1]), + LiftedAtom(Facing, [robot, from_obj1]), + LiftedAtom(Adjacent, [robot, from_obj4]), + LiftedAtom(Facing, [robot, from_obj4]), + LiftedAtom(Clear, [from_obj1]), + LiftedAtom(On, [from_obj1, from_obj4]), + LiftedAtom(OnNothing, [from_obj4]) + } + add_effects = { + LiftedAtom(Adjacent, [robot, to_obj4]), + LiftedAtom(Facing, [robot, to_obj4]) + } + delete_effects = { + LiftedAtom(Adjacent, [robot, from_obj1]), + LiftedAtom(Facing, [robot, from_obj1]), + LiftedAtom(Adjacent, [robot, from_obj4]), + LiftedAtom(Facing, [robot, from_obj4]) + } + ignore_effects = set() + move_when_facing_two_stack_nsrt = NSRT("MoveWhenFacingTwoStack", + parameters, preconditions, + add_effects, delete_effects, + ignore_effects, option, + option_vars, null_sampler) + nsrts.add(move_when_facing_two_stack_nsrt) + + # MoveWhenFacingThreeStack + parameters = [robot, to_obj4, from_obj1, from_obj2, from_obj4] + option_vars = [robot, to_obj4] + option = Move + preconditions = { + LiftedAtom(Adjacent, [robot, from_obj1]), + LiftedAtom(Facing, [robot, from_obj1]), + LiftedAtom(Adjacent, [robot, from_obj2]), + LiftedAtom(Facing, [robot, from_obj2]), + LiftedAtom(Adjacent, [robot, from_obj4]), + LiftedAtom(Facing, [robot, from_obj4]), + LiftedAtom(Clear, [from_obj1]), + LiftedAtom(On, [from_obj1, from_obj2]), + LiftedAtom(On, [from_obj2, from_obj4]), + LiftedAtom(OnNothing, [from_obj4]) + } + add_effects = { + LiftedAtom(Adjacent, [robot, to_obj4]), + LiftedAtom(Facing, [robot, to_obj4]) + } + delete_effects = { + LiftedAtom(Adjacent, [robot, from_obj1]), + LiftedAtom(Facing, [robot, from_obj1]), + LiftedAtom(Adjacent, [robot, from_obj2]), + LiftedAtom(Facing, [robot, from_obj2]), + LiftedAtom(Adjacent, [robot, from_obj4]), + LiftedAtom(Facing, [robot, from_obj4]) + } + ignore_effects = set() + move_when_facing_three_stack_nsrt = NSRT("MoveWhenFacingThreeStack", + parameters, preconditions, + add_effects, delete_effects, + ignore_effects, option, + option_vars, null_sampler) + nsrts.add(move_when_facing_three_stack_nsrt) + + # MoveWhenFacingFourStack + parameters = [ + robot, to_obj4, from_obj1, from_obj2, from_obj3, from_obj4 + ] + option_vars = [robot, to_obj4] + option = Move + preconditions = { + LiftedAtom(Adjacent, [robot, from_obj1]), + LiftedAtom(Facing, [robot, from_obj1]), + LiftedAtom(Adjacent, [robot, from_obj2]), + LiftedAtom(Facing, [robot, from_obj2]), + LiftedAtom(Adjacent, [robot, from_obj3]), + LiftedAtom(Facing, [robot, from_obj3]), + LiftedAtom(Adjacent, [robot, from_obj4]), + LiftedAtom(Facing, [robot, from_obj4]), + LiftedAtom(Clear, [from_obj1]), + LiftedAtom(On, [from_obj1, from_obj2]), + LiftedAtom(On, [from_obj2, from_obj3]), + LiftedAtom(On, [from_obj3, from_obj4]), + LiftedAtom(OnNothing, [from_obj4]) + } + add_effects = { + LiftedAtom(Adjacent, [robot, to_obj4]), + LiftedAtom(Facing, [robot, to_obj4]) + } + delete_effects = { + LiftedAtom(Adjacent, [robot, from_obj1]), + LiftedAtom(Facing, [robot, from_obj1]), + LiftedAtom(Adjacent, [robot, from_obj2]), + LiftedAtom(Facing, [robot, from_obj2]), + LiftedAtom(Adjacent, [robot, from_obj3]), + LiftedAtom(Facing, [robot, from_obj3]), + LiftedAtom(Adjacent, [robot, from_obj4]), + LiftedAtom(Facing, [robot, from_obj4]) + } + ignore_effects = set() + move_when_facing_four_stack_nsrt = NSRT("MoveWhenFacingFourStack", + parameters, preconditions, + add_effects, delete_effects, + ignore_effects, option, + option_vars, null_sampler) + nsrts.add(move_when_facing_four_stack_nsrt) + + # MoveWhenFacingThreeStack + parameters = [robot, to_obj4, from_obj1, from_obj2, from_obj3] + option_vars = [robot, to_obj4] + option = Move + preconditions = { + LiftedAtom(Adjacent, [robot, from_obj1]), + LiftedAtom(Facing, [robot, from_obj1]), + LiftedAtom(Adjacent, [robot, from_obj2]), + LiftedAtom(Facing, [robot, from_obj2]), + LiftedAtom(Adjacent, [robot, from_obj3]), + LiftedAtom(Facing, [robot, from_obj3]), + LiftedAtom(Clear, [from_obj1]), + LiftedAtom(On, [from_obj1, from_obj2]), + LiftedAtom(On, [from_obj2, from_obj3]), + LiftedAtom(OnNothing, [from_obj3]) + } + add_effects = { + LiftedAtom(Adjacent, [robot, to_obj4]), + LiftedAtom(Facing, [robot, to_obj4]) + } + delete_effects = { + LiftedAtom(Adjacent, [robot, from_obj1]), + LiftedAtom(Facing, [robot, from_obj1]), + LiftedAtom(Adjacent, [robot, from_obj2]), + LiftedAtom(Facing, [robot, from_obj2]), + LiftedAtom(Adjacent, [robot, from_obj3]), + LiftedAtom(Facing, [robot, from_obj3]) + } + ignore_effects = set() + move_when_facing_three_stack_nsrt = NSRT("MoveWhenFacingThreeStack", + parameters, preconditions, + add_effects, delete_effects, + ignore_effects, option, + option_vars, null_sampler) + nsrts.add(move_when_facing_three_stack_nsrt) + + # MoveFromOneStackToThreeStack + parameters = [robot, to_obj1, to_obj2, to_obj4, from_obj4] + option_vars = [robot, to_obj1] + option = Move + preconditions = { + LiftedAtom(Adjacent, [robot, from_obj4]), + LiftedAtom(Facing, [robot, from_obj4]), + LiftedAtom(Clear, [from_obj4]), + LiftedAtom(OnNothing, [from_obj4]), + LiftedAtom(Clear, [to_obj1]), + LiftedAtom(On, [to_obj1, to_obj2]), + LiftedAtom(On, [to_obj2, to_obj4]), + LiftedAtom(OnNothing, [to_obj4]), + } + add_effects = { + LiftedAtom(Adjacent, [robot, to_obj1]), + LiftedAtom(Facing, [robot, to_obj1]), + LiftedAtom(Adjacent, [robot, to_obj2]), + LiftedAtom(Facing, [robot, to_obj2]), + LiftedAtom(Adjacent, [robot, to_obj4]), + LiftedAtom(Facing, [robot, to_obj4]), + } + delete_effects = { + LiftedAtom(Adjacent, [robot, from_obj4]), + LiftedAtom(Facing, [robot, from_obj4]), + } + ignore_effects = set() + move_from_one_stack_to_three_stack_nsrt = NSRT( + "MoveFromOneStackToThreeStack", parameters, preconditions, + add_effects, delete_effects, ignore_effects, option, option_vars, + null_sampler) + nsrts.add(move_from_one_stack_to_three_stack_nsrt) + + # NOTE: this nsrt will be relevant after the environment is updated to + # have more variation in the tasks' initial states. + # # MoveWhenNotFacingStart + # parameters = [robot, to_obj, from_obj3] + # option_vars = [robot, to_obj] + # option = Move + # preconditions = { + # LiftedAtom(Adjacent, [robot, from_obj3]), + # LiftedAtom(AdjacentNotFacing, [robot, from_obj3]) + # } + # add_effects = { + # LiftedAtom(Adjacent, [robot, to_obj]), + # LiftedAtom(Facing, [robot, to_obj]) + # } + # delete_effects = { + # LiftedAtom(Adjacent, [robot, from_obj3]), + # LiftedAtom(AdjacentNotFacing, [robot, from_obj3]) + # } + # ignore_effects = set() + # move_when_not_facing_start_nsrt = NSRT( + # "MoveWhenNotFacingStart", + # parameters, + # preconditions, + # add_effects, + # delete_effects, + # ignore_effects, + # option, + # option_vars, + # null_sampler + # ) + # nsrts.add(move_when_not_facing_start_nsrt) + + # NOTE: this nsrt will be relevant after the environment is updated to + # have more variation in the tasks' initial states. + # # PickMultipleAdjacent + # parameters = [robot, item] + # option_vars = [robot, item] + # option = Pick + # preconditions = { + # LiftedAtom(HandEmpty, [robot]), + # LiftedAtom(Adjacent, [robot, item]), + # LiftedAtom(Facing, [robot, item]), + # LiftedAtom(OnNothing, [item]), + # LiftedAtom(Clear, [item]) + # } + # add_effects = { + # LiftedAtom(Holding, [robot, item]) + # } + # delete_effects = { + # LiftedAtom(HandEmpty, [robot]), + # LiftedAtom(Adjacent, [robot, item]), + # LiftedAtom(Facing, [robot, item]) + # } + # ignore_effects: Set[Predicate] = set() + # pick_multiple_adjacent_nsrt = NSRT( + # "PickMultipleAdjacent", + # parameters, + # preconditions, + # add_effects, + # delete_effects, + # ignore_effects, + # option, + # option_vars, + # null_sampler + # ) + # nsrts.add(pick_multiple_adjacent_nsrt) + + # PickSingleAdjacent + parameters = [robot, item] + option_vars = [robot, item] + option = Pick + preconditions = { + LiftedAtom(HandEmpty, [robot]), + LiftedAtom(Adjacent, [robot, item]), + LiftedAtom(Facing, [robot, item]), + LiftedAtom(OnNothing, [item]), + LiftedAtom(Clear, [item]) + } + add_effects = { + LiftedAtom(Holding, [robot, item]), + LiftedAtom(AdjacentToNothing, [robot]) + } + delete_effects = { + LiftedAtom(HandEmpty, [robot]), + LiftedAtom(Adjacent, [robot, item]), + LiftedAtom(Facing, [robot, item]) + } + ignore_effects: Set[Predicate] = set() # type: ignore[no-redef] + pick_single_adjacent_nsrt = NSRT("PickSingleAdjacent", parameters, + preconditions, add_effects, + delete_effects, ignore_effects, + option, option_vars, null_sampler) + nsrts.add(pick_single_adjacent_nsrt) + + # PickFromStack + parameters = [robot, item, obj] + option_vars = [robot, item] + option = Pick + preconditions = { + LiftedAtom(HandEmpty, [robot]), + LiftedAtom(Adjacent, [robot, item]), + LiftedAtom(Facing, [robot, item]), + LiftedAtom(Adjacent, [robot, obj]), + LiftedAtom(Facing, [robot, obj]), + LiftedAtom(On, [item, obj]), + LiftedAtom(Clear, [item]) + } + add_effects = { + LiftedAtom(Holding, [robot, item]), + LiftedAtom(Clear, [obj]) + } + delete_effects = { + LiftedAtom(HandEmpty, [robot]), + LiftedAtom(Adjacent, [robot, item]), + LiftedAtom(Facing, [robot, item]), + LiftedAtom(On, [item, obj]), + } + ignore_effects: Set[Predicate] = set() # type: ignore[no-redef] + pick_from_stack_nsrt = NSRT("PickFromStack", parameters, preconditions, + add_effects, delete_effects, + ignore_effects, option, option_vars, + null_sampler) + nsrts.add(pick_from_stack_nsrt) + + # Place + parameters = [robot, item, obj] + option_vars = [robot, item, obj] + option = Place + preconditions = { + LiftedAtom(Holding, [robot, item]), + LiftedAtom(Adjacent, [robot, obj]), + LiftedAtom(Facing, [robot, obj]), + LiftedAtom(Clear, [obj]) + } + add_effects = { + LiftedAtom(HandEmpty, [robot]), + LiftedAtom(On, [item, obj]), + LiftedAtom(Adjacent, [robot, item]), + LiftedAtom(Facing, [robot, item]) + } + delete_effects = { + LiftedAtom(Holding, [robot, item]), + LiftedAtom(OnNothing, [item]), + LiftedAtom(Clear, [obj]) + } + ignore_effects: Set[Predicate] = set() # type: ignore[no-redef] + place_nsrt = NSRT("Place", parameters, preconditions, add_effects, + delete_effects, ignore_effects, option, option_vars, + null_sampler) + nsrts.add(place_nsrt) + + return nsrts diff --git a/predicators/ground_truth_models/burger/options.py b/predicators/ground_truth_models/burger/options.py new file mode 100644 index 0000000000..2a3febe6f2 --- /dev/null +++ b/predicators/ground_truth_models/burger/options.py @@ -0,0 +1,233 @@ +"""Ground-truth options for the burger environment.""" + +from typing import Dict, Iterator, Sequence, Set, Tuple + +import numpy as np +from gym.spaces import Box + +from predicators import utils +from predicators.envs.burger import BurgerEnv +from predicators.ground_truth_models import GroundTruthOptionFactory +from predicators.structs import Action, Array, Object, ParameterizedOption, \ + ParameterizedPolicy, Predicate, State, Type + + +class BurgerGroundTruthOptionFactory(GroundTruthOptionFactory): + """Ground-truth options for the burger environment.""" + + @classmethod + def get_env_names(cls) -> Set[str]: + return {"burger"} + + @classmethod + def get_options(cls, env_name: str, types: Dict[str, Type], + predicates: Dict[str, Predicate], + action_space: Box) -> Set[ParameterizedOption]: + + # Types + # top_bun_type = types["top_bun"] + # bottom_bun_type = types["bottom_bun"] + # cheese_type = types["cheese"] + tomato_type = types["tomato"] + patty_type = types["patty"] + + grill_type = types["grill"] + cutting_board_type = types["cutting_board"] + robot_type = types["robot"] + + item_type = types["item"] + # station_type = types["station"] + object_type = types["object"] + + # Predicates + # Adjacent = predicates["Adjacent"] + # AdjacentToNothing = predicates["AdjacentToNothing"] + Facing = predicates["Facing"] + # AdjacentNotFacing = predicates["AdjacentNotFacing"] + IsCooked = predicates["IsCooked"] + IsSliced = predicates["IsSliced"] + HandEmpty = predicates["HandEmpty"] + Holding = predicates["Holding"] + On = predicates["On"] + + # GoalHack = predicates["GoalHack"] + + # Slice + def _Slice_terminal(state: State, memory: Dict, + objects: Sequence[Object], params: Array) -> bool: + del memory, params # unused + _, tomato, _ = objects + return IsSliced.holds(state, [tomato]) + + Slice = ParameterizedOption( + "Slice", + types=[robot_type, tomato_type, cutting_board_type], + params_space=Box(0, 1, (0, )), + policy=cls._create_slice_policy(), + initiable=lambda s, m, o, p: True, + terminal=_Slice_terminal) + + # Cook + def _Cook_terminal(state: State, memory: Dict, + objects: Sequence[Object], params: Array) -> bool: + del memory, params # unused + _, patty, _ = objects + return IsCooked.holds(state, [patty]) + + Cook = ParameterizedOption("Cook", + types=[robot_type, patty_type, grill_type], + params_space=Box(0, 1, (0, )), + policy=cls._create_cook_policy(), + initiable=lambda s, m, o, p: True, + terminal=_Cook_terminal) + + # Move + def _Move_terminal(state: State, memory: Dict, + objects: Sequence[Object], params: Array) -> bool: + del memory, params # unused + robot, to_obj = objects + return Facing.holds(state, [robot, to_obj]) + + Move = ParameterizedOption("Move", + types=[robot_type, object_type], + params_space=Box(0, 1, (0, )), + policy=cls._create_move_policy(), + initiable=lambda s, m, o, p: True, + terminal=_Move_terminal) + + # Pick + def _Pick_terminal(state: State, memory: Dict, + objects: Sequence[Object], params: Array) -> bool: + del memory, params # unused + robot, item = objects + return Holding.holds(state, [robot, item]) + + Pick = ParameterizedOption("Pick", + types=[robot_type, item_type], + params_space=Box(0, 1, (0, )), + policy=cls._create_pickplace_policy(), + initiable=lambda s, m, o, p: True, + terminal=_Pick_terminal) + + # Place + def _Place_terminal(state: State, memory: Dict, + objects: Sequence[Object], params: Array) -> bool: + del memory, params # unused + robot, item, obj = objects + return HandEmpty.holds(state, [robot]) and On.holds( + state, [item, obj]) + + Place = ParameterizedOption("Place", + types=[robot_type, item_type, object_type], + params_space=Box(0, 1, (0, )), + policy=cls._create_pickplace_policy(), + initiable=lambda s, m, o, p: True, + terminal=_Place_terminal) + + return {Move, Pick, Place, Cook, Slice} + + @classmethod + def _create_slice_policy(cls) -> ParameterizedPolicy: + + def policy(state: State, memory: Dict, objects: Sequence[Object], + params: Array) -> Action: + del state, memory, objects, params # unused + action = Action(np.array([0, 0, -1, 1, 0], dtype=np.float32)) + return action + + return policy + + @classmethod + def _create_cook_policy(cls) -> ParameterizedPolicy: + + def policy(state: State, memory: Dict, objects: Sequence[Object], + params: Array) -> Action: + del state, memory, objects, params # unused + action = Action(np.array([0, 0, -1, 1, 0], dtype=np.float32)) + return action + + return policy + + @classmethod + def _create_move_policy(cls) -> ParameterizedPolicy: + + def policy(state: State, memory: Dict, objects: Sequence[Object], + params: Array) -> Action: + del memory, params # unused + robot, to_obj = objects + rx, ry = BurgerEnv.get_position(robot, state) + ox, oy = BurgerEnv.get_position(to_obj, state) + + # If we're adjacent to the object but not facing it, turn to face + # it. + if BurgerEnv.Adjacent_holds(state, [robot, to_obj]) and \ + not BurgerEnv.Facing_holds(state, [robot, to_obj]): + if rx == ox: + if ry > oy: + action = Action( + np.array([0, 0, 2, 0, 0], dtype=np.float32)) + elif ry < oy: + action = Action( + np.array([0, 0, 0, 0, 0], dtype=np.float32)) + elif ry == oy: + if rx > ox: + action = Action( + np.array([0, 0, 1, 0, 0], dtype=np.float32)) + elif rx < ox: + action = Action( + np.array([0, 0, 3, 0, 0], dtype=np.float32)) + + else: + # Find the path we need to take to the object. + init = BurgerEnv.get_position(robot, state) + + def _check_goal(s: Tuple[int, int]) -> bool: + sx, sy = s + if BurgerEnv.is_adjacent(sx, sy, ox, oy): + return True + return False + + def _get_successors(s: Tuple[int, int]) -> \ + Iterator[Tuple[None, Tuple[int, int], float]]: + # Find the adjacent cells that are empty. + empty_cells = BurgerEnv.get_empty_cells(state) + sx, sy = s + adjacent_empty = [] + for cell in empty_cells: + cx, cy = cell + if BurgerEnv.is_adjacent(sx, sy, cx, cy): + adjacent_empty.append(cell) + for cell in adjacent_empty: + yield (None, cell, 1.0) + + def heuristic(s: Tuple[int, int]) -> float: + sx, sy = s + return abs(sx - ox) + abs(sy - oy) + + path, _ = utils.run_astar(initial_state=init, + check_goal=_check_goal, + get_successors=_get_successors, + heuristic=heuristic) + + # Now, compute the action to take based on the path we have + # planned. Note that the path is a list of (x, y) tuples + # starting from the location of the robot. + nx, ny = path[1] + dx = np.clip(nx - rx, -1, 1) + dy = np.clip(ny - ry, -1, 1) + action = Action(np.array([dx, dy, -1, 0, 0], dtype=np.float32)) + + return action + + return policy + + @classmethod + def _create_pickplace_policy(cls) -> ParameterizedPolicy: + + def policy(state: State, memory: Dict, objects: Sequence[Object], + params: Array) -> Action: + del state, memory, objects, params # unused + action = Action(np.array([0, 0, -1, 0, 1], dtype=np.float32)) + return action + + return policy diff --git a/predicators/settings.py b/predicators/settings.py index 50f180cad3..3833f1ceb4 100644 --- a/predicators/settings.py +++ b/predicators/settings.py @@ -339,6 +339,10 @@ class GlobalSettings: # grid row env parameters grid_row_num_cells = 100 + # burger env parameters + gridworld_num_rows = 4 + gridworld_num_cols = 4 + # parameters for random options approach random_options_max_tries = 100 diff --git a/predicators/structs.py b/predicators/structs.py index 10d8482799..d6bc7163d7 100644 --- a/predicators/structs.py +++ b/predicators/structs.py @@ -3,6 +3,7 @@ from __future__ import annotations import abc +import copy import itertools from dataclasses import dataclass, field from functools import cached_property, lru_cache @@ -162,7 +163,8 @@ def copy(self) -> State: new_data = {} for obj in self: new_data[obj] = self._copy_state_value(self.data[obj]) - return State(new_data, simulator_state=self.simulator_state) + return State(new_data, + simulator_state=copy.deepcopy(self.simulator_state)) def _copy_state_value(self, val: Any) -> Any: if val is None or isinstance(val, (float, bool, int, str)): diff --git a/tests/envs/test_burger.py b/tests/envs/test_burger.py new file mode 100644 index 0000000000..fc2693c864 --- /dev/null +++ b/tests/envs/test_burger.py @@ -0,0 +1,231 @@ +"""Test cases for the burger environment.""" + +import matplotlib +import matplotlib.pyplot as plt +import numpy as np +import pytest + +from predicators import utils +from predicators.envs.burger import BurgerEnv +from predicators.ground_truth_models import get_gt_nsrts, get_gt_options +from predicators.settings import CFG +from predicators.structs import Action, GroundAtom + + +def test_burger(): + """Tests for BurgerEnv.""" + + utils.reset_config({ + "env": "burger", + "option_model_terminate_on_repeat": False, + "sesame_max_skeletons_optimized": 1000, + "sesame_max_samples_per_step": 1, + "sesame_task_planner": "fdopt" + }) + + env = BurgerEnv() + for task in env.get_train_tasks(): + for obj in task.init: + assert len(obj.type.feature_names) == len(task.init[obj]) + for task in env.get_test_tasks(): + for obj in task.init: + assert len(obj.type.feature_names) == len(task.init[obj]) + assert len(env.predicates) == 12 + assert len(env.goal_predicates) == 3 + assert env.get_name() == "burger" + assert len(env.types) == 11 + options = get_gt_options(env.get_name()) + assert len(options) == 5 + nsrts = get_gt_nsrts(env.get_name(), env.predicates, options) + assert len(nsrts) == 15 + task = env.get_train_tasks()[0] + MoveWhenFacingOneStack = [ + n for n in nsrts if n.name == "MoveWhenFacingOneStack" + ][0] + MoveWhenFacingTwoStack = [ + n for n in nsrts if n.name == "MoveWhenFacingTwoStack" + ][0] + MoveWhenFacingThreeStack = [ + n for n in nsrts if n.name == "MoveWhenFacingThreeStack" + ][0] + MoveWhenFacingFourStack = [ + n for n in nsrts if n.name == "MoveWhenFacingFourStack" + ][0] + MoveFromNothingToOneStack = [ + n for n in nsrts if n.name == "MoveFromNothingToOneStack" + ][0] + MoveFromNothingToTwoStack = [ + n for n in nsrts if n.name == "MoveFromNothingToTwoStack" + ][0] + MoveFromNothingToFourStack = [ + n for n in nsrts if n.name == "MoveFromNothingToFourStack" + ][0] + MoveFromOneStackToThreeStack = [ + n for n in nsrts if n.name == "MoveFromOneStackToThreeStack" + ][0] + PickSingleAdjacent = [n for n in nsrts + if n.name == "PickSingleAdjacent"][0] + PickFromStack = [n for n in nsrts if n.name == "PickFromStack"][0] + Place = [n for n in nsrts if n.name == "Place"][0] + Cook = [n for n in nsrts if n.name == "Cook"][0] + Slice = [n for n in nsrts if n.name == "Slice"][0] + + grill = [obj for obj in task.init if obj.name == "grill"][0] + patty = [obj for obj in task.init if obj.name == "patty"][0] + robot = [obj for obj in task.init if obj.name == "robby"][0] + tomato = [obj for obj in task.init if obj.name == "tomato"][0] + cutting_board = [obj for obj in task.init + if obj.name == "cutting_board"][0] + cheese = [obj for obj in task.init if obj.name == "cheese"][0] + top_bun = [obj for obj in task.init if obj.name == "top_bun"][0] + bottom_bun = [obj for obj in task.init if obj.name == "bottom_bun"][0] + + plan = [ + MoveWhenFacingOneStack.ground([robot, patty, grill]), + PickSingleAdjacent.ground([robot, patty]), + MoveFromNothingToOneStack.ground([robot, grill]), + Place.ground([robot, patty, grill]), + Cook.ground([robot, patty, grill]), + PickFromStack.ground([robot, patty, grill]), + MoveWhenFacingOneStack.ground([robot, bottom_bun, grill]), + Place.ground([robot, patty, bottom_bun]), + MoveWhenFacingTwoStack.ground([robot, cheese, patty, bottom_bun]), + PickSingleAdjacent.ground([robot, cheese]), + MoveFromNothingToTwoStack.ground([robot, patty, bottom_bun]), + Place.ground([robot, cheese, patty]), + MoveWhenFacingThreeStack.ground( + [robot, tomato, cheese, patty, bottom_bun]), + PickSingleAdjacent.ground([robot, tomato]), + MoveFromNothingToOneStack.ground([robot, cutting_board]), + Place.ground([robot, tomato, cutting_board]), + Slice.ground([robot, tomato, cutting_board]), + PickFromStack.ground([robot, tomato, cutting_board]), + MoveFromOneStackToThreeStack.ground( + [robot, cheese, patty, bottom_bun, cutting_board]), + Place.ground([robot, tomato, cheese]), + MoveWhenFacingFourStack.ground( + [robot, top_bun, tomato, cheese, patty, bottom_bun]), + PickSingleAdjacent.ground([robot, top_bun]), + MoveFromNothingToFourStack.ground( + [robot, tomato, cheese, patty, bottom_bun]), + Place.ground([robot, top_bun, tomato]) + ] + + option_plan = [n.option.ground(n.option_objs, []) for n in plan] + policy = utils.option_plan_to_policy(option_plan) + traj, _ = utils.run_policy(policy, + env, + "train", + 0, + termination_function=lambda s: False, + max_num_steps=CFG.horizon, + exceptions_to_break_on={ + utils.OptionExecutionFailure, + utils.HumanDemonstrationFailure, + }, + monitor=None) + + # Test _AdjacentToNothing_holds + state = task.init + state.set(robot, "col", 1) + state.set(top_bun, "col", 2) + abstract_state = utils.abstract(state, env.predicates) + AdjacentToNothing = [ + p for p in env.predicates if p.name == "AdjacentToNothing" + ][0] + assert GroundAtom(AdjacentToNothing, [robot]) in abstract_state + + # Test _OnNothing_holds + OnNothing = [p for p in env.predicates if p.name == "OnNothing"][0] + assert GroundAtom(OnNothing, + [top_bun]) not in utils.abstract(traj.states[-1], + env.predicates) + + # Test _GoalHack_holds + GoalHack = [p for p in env.predicates if p.name == "GoalHack"][0] + assert GroundAtom(GoalHack, [bottom_bun, patty, cheese, tomato, top_bun + ]) in utils.abstract(traj.states[-1], + env.predicates) + + # Test get_cell_in_direction + x, y = env.get_cell_in_direction(1, 1, "left") + assert x == 0 and y == 1 + x, y = env.get_cell_in_direction(1, 1, "up") + assert x == 1 and y == 2 + x, y = env.get_cell_in_direction(1, 1, "no_change") + assert x == 1 and y == 1 + + # Test collision + state.set(robot, "col", 2) # robot is at (2, 2) + action = Action(np.array([1, 0, -1, 0, 0], dtype=np.float32)) + next_state = env.simulate(state, action) + assert env.get_position(robot, + next_state) == env.get_position(robot, state) + + # Test placing on the ground + state = traj.states[5] + action = Action(np.array([0, 0, -1, 0, 1], dtype=np.float32)) + next_state = env.simulate(state, action) + assert env.get_position(patty, next_state) == env.get_position( + patty, traj.states[4]) + assert next_state.get(patty, "z") == 0 + + # Test rendering + env.render_state_plt(traj.states[0], task) + env.render_state_plt(traj.states[5], task) + env.render_state_plt(traj.states[-1], task) + + # Test interface for collecting demonstrations + event_to_action = env.get_event_to_action_fn() + fig = plt.figure() + event = matplotlib.backend_bases.KeyEvent("test", fig.canvas, "asdf") + assert isinstance(event_to_action(state, event), Action) + event = matplotlib.backend_bases.KeyEvent("test", fig.canvas, "q") + with pytest.raises(utils.HumanDemonstrationFailure): + event_to_action(state, event) + for key in ["w", "a", "s", "d", "left", "right", "down", "up", "e", "f"]: + event = matplotlib.backend_bases.KeyEvent("test", fig.canvas, key) + event_to_action(state, event) + plt.close() + + # Test move option when already adjacent but not facing + state = task.init + state.set(grill, "col", 2) + state.set(grill, "row", 3) + Move = [o for o in options if o.name == "Move"][0] + option = Move.ground([robot, grill], []) + assert option.initiable(state) + action = option.policy(state) + next_state = env.step(action) + assert next_state.get(robot, "dir") == 0 + + state = task.init + state.set(grill, "col", 2) + state.set(grill, "row", 1) + Move = [o for o in options if o.name == "Move"][0] + option = Move.ground([robot, grill], []) + assert option.initiable(state) + action = option.policy(state) + next_state = env.step(action) + assert next_state.get(robot, "dir") == 2 + + state = task.init + state.set(grill, "col", 1) + state.set(grill, "row", 2) + Move = [o for o in options if o.name == "Move"][0] + option = Move.ground([robot, grill], []) + assert option.initiable(state) + action = option.policy(state) + next_state = env.step(action) + assert next_state.get(robot, "dir") == 1 + + state = task.init + state.set(grill, "col", 3) + state.set(grill, "row", 2) + state.set(robot, "dir", 1) + Move = [o for o in options if o.name == "Move"][0] + option = Move.ground([robot, grill], []) + assert option.initiable(state) + action = option.policy(state) + next_state = env.step(action) + assert next_state.get(robot, "dir") == 3

jDCXRRsz4ZG%Ur7yG{29Pt8GK#xS$X-5=cVV673~W)L)6Y5 zB)Jk<1=cF)2nBPzag5_M)GYvuj~(doR#Zc!F-QH94w(s(w1M=xeI#SmL3)T`83M(2_^*1{2leaI8zF~*TPy}gfunBfXfVEp5Ez= zH#Yu(-(SxObk$FPpL!8RYab3o9aNqg8w`t_k)HNLV>hW{#lVt_QuW&_X zU*f$_jjnvw2acV1tnq8{QsAeYHSvOcf#bIjPWGSo1a}7`X78)(ApKPM05H#E>Bp-v znp(8>r<%bIz^4SaGl|Y+gZ-ga-6Pw;k#bC&+Ywf7=Npd&N!m2ozbq+j*35|cgjRvU zeyR+d=$Dn^x4ia)^@Pt+N5yYe3G}LN8LO*%ddnurR7vg#2_0ohs*hKi7)19|MK1cb zPAeNiE24*bQuCcGDJF(^3kgksUeZ4sa+q9S@}eHWL!d~&ntJ>}Wk)GHy2!3U9f6=9Erx6X<%Lm`+7 z)dYh%=8G5$*n?!|Un~^#Ot$^57R>L<(HnXy!?w=L>%HnaGjj~%`WgkExA zCYTnz)N>FZZEl&$FzbaMoW zjT|QFWBRWly=_g+ME1Pm>~(3@Fz zFVU^+Um5s|X0slUqivqEA8E3oMnMhl?2d&6i7CccoGmM}N5D22kMT+^*a?ZG3e`hi z-Q}89zb)}>XVrSV|CG>yQh{w5p8u?;e$s5LQhNigO^!H6^Ip4`0>-xqYd?y8seb6I zNe}{kCKiiDEnbc-EsH*IYYD^h=|K|m|GcQzqS8js*!M-$SPrWXBqVVU$tINnEWmFu z9}@uFYz$-F$qzqZ1ebqJdf1>9&rVy{oT+qj`QhTCWW+WVW^gOTxcr5O9w$G_d+#1Mnz5XK<6t>tq|OFnQ#G0rFJP(o6V zGL(FhVg-#2XIhBDU51Wk*lhNn93}=+U+<1?1 zyXU}!cqy1u;x|h+PKbRe7hNnoOeh%~# zYXL^LaovRqulg8FNd6G7wfubcPQ19apw{w+O{9&H-0^4?Zt0Ag$Hd(=P!&kJ%Mn4W ze@k|y>WSy~an2Sf9Xg;4ZB>yAxkHg?-iAEXe&Wa}DqJ&cT#(k#vCQQe^S0-@nEheo& za0_;)ha*@MlWF~H)$(A1Pm@_?vx!P;6>tUo?a9m75#HW&)Ki~ELH|WPoq-MlPld|- zwihxfS2BNTkrou4SWQ>x2yvbB7svdKu>fh99c|*2AjqTb@}x)Xp1D}FDTmxx^U;nV zT_|Jit$UhhEGNo5WjlO^|B5FhBWUM)f_W2Mr^u|^$3jgqtYq~^Kfzf4aJu^`jwtl| zm_EmfBwo;kF1ZXaz#>bn^+`Y^b+^756F9n$; z#z+4xT}t*o4a$Wh(J8(%T%v}*i!(jyMn1JgUb?23PDuIW6fEf0u{6^#-UEPn=ALh6 z?*g8_S8byYVcpH%2O;OFHJ=dw(RltNTUY%T*2+UEOAYeOkEhjQrT}vU^d*IgYQz?|Vab zB(3KwoWtmzTv4`NC zUCfJ5L(kh)%X!#eaGt9ks_KvTkoNo^dw*$PGItq@6W-i6H(u;!y@{C5TodAtAO))s z)Q%Vwp0+`Pp}|Rf-mR4NMq}pqPPl&|HA%Cd(fmgI?4=0?YG@HhNG$G4t6ggkuKm8B z7HK=mRdk_}evqqhvjQv#YdI>uqDwvC3&twMxg$j-=~lTn+}ueY_wG-!!$`?l0!O~f zY4c9(G8tqwVUTXB6xlFxa%<%w)+!#1%q0_}od^>n!W;`*`${v`w$Zxu=HWDIfXzQ8 z={UJk1{W`zXl~_~WK#}DCE8lQG}%H{bwrt;Sr5PJ>VCKzXqNQ6n9A=lx_cVEb{mve zRg3?u;0teGj6Ga`y_S5ObdbfGa3$UCgVLkii}H~^VaX6ok9_7f1E;cbjLqjvR_min zwd{NMx6iH^88J>@6Dgr}eHnCHT*7O6-=%xFn8$9W0_TIu31m)vZk@(NhFN>!fzYnA z^v>(4p+h#+@?QI3Ul8UB^so}FUKRMmZ2;(qaoE;ex|vUNK|;;Y=WpQGnp1@+!frQ^ zU`5AlO|lxo-cu!ghpO!?>>V(oW)&Y2_YShqK%s;et4O}bD41bHN(RNiL%I9|$Mw`{@cZxEpu&B4tenO3t zO3v_%9cHa`4>U{wWFG5>8XB%-rh5|=2z0dXNz{!R?mp z{sJ3#3sQ%z?Q`G-1Mbc0d@L_V=15_3T3?aTY_*LLj?M6=nAQE?HnDa4>Toa#8VkiJr^5N_N>~* z29-#BlA{z)Y{0Ed`voqm{(<_wU$NniZ;bYzqkkcmfjMyF?yHd7kg$tB%(JSTTv{7x z|GPbP1c14!b9*SRAj@m*j}cez9nEa_{=qlu?n6PLFIQ!oXfIZU>>K(_S(02#ZoPB! zJFn&BSfzOtEKj&cDIql6wvL38nU0v^zD7p~iFzfhv z*{~DqlT_b1Kip1_yRk=-ehTivUD1?x2*!W9)x9bkVbvuXk2)uRN!$(r94OZHE$^T#=AxDJTB6ETX?HHZ#@#vy>L^o=_9JL~Ovi=m85b#m#Jw&J7}9<(M5AF%`6 zUc-||+LF7z;c(p9b&`SI7W@lfwkGW!QCJ8CL zhq&6*j>poXDaY*^UTGNXpr-crh4uCfjOBrFAwABai+}+;l0Q6t5=HFvxyj zuP%Wp8kG0b)q1U?$a0?BpI7xL_ST;Z)0M8rD;OLm)h9zo_V^px_`XD3!_7&i8;(vk=<*Fo!7*2 z+6XFlnFT9l;<6R2BVf_%@M9=w_dK38_*Yh6u*9=EmNeF1(Srz7VpjzeqHllGJAdm> zoih8)F!r3NSz`sz<-SwGzUsXJB9K z6OVuB^_CALR*qciM;yw&`QQ|j{v73NL+lpGW@3vkYum<3t-{1=as@-G@<_s0S|ku= z2Nn7y-)ia@HvsLLv|+sur{*^v*T)FvN@>y0n?&_Nj0|Ci$}uuE`gl9OS2_03J%mIzBa_mhJG_RgJV&|+iL#Q!*3E}(xVk8{~?JuLP z8BQbaByIVN?9xWYgV|X$s)n09^rhb{v)8BdZPzje;3uF~d=kh*qlkZ0eZf?$i`<`+ z5fLrP$;8}dZY*06p_WeKlOf`aT)mTUW<30gdewzhF$?e#BZf~w{)FEN?PQ+PODh3N zuOBExdEPtu7qMFk!o1^1O7PpB{6aX9;$U?*7KfNKy{;bIZ}`Tq0c(b7p3K$9r7C5V zHS8V~VV?$|d)8Aj#ox_1%M4RxLH#=l`XnVo6PiEC1FF#S$ywHGbHr!rMEqEa0Uy3^kIMH~ z*0UcCQC-Oi_g`~sWoRUlimPmA#)bL1&F|Y5_kPp>dn5}{hmV!GoE}%-hi)xZy&CIw zWPO_<;C2eAL4dy| zADk8~5nrQ;Pad2^RCF5kgFP;;Na^MYFgW7#y%L{}S#Wk`jA-?AHuWpc3oQF5T0grx z0p&T?B}T@!Apb1eV?pwK;%>rVAItv4GxtCYa02l^ltvcj#Jwzhq6m?St4+%9-S~Uj z(4drQ_)@^dN`SujhnC~W*-)i_23?2Wjw5>q{l{MYJjTl{G!aQVsgN~7X~hM?61L2FAJtQHnvYAAk`imizLW*gEiR0 z>|l*#P~|x5ElM%6jC3xBqjpv{G(CWw0?ZN;23zE(W;(t}z$_D>=B zm9g#%Tc)j<-E09e39^{mMWK`fuc|c`&QACgQKn7f6JNtFUmBe%4(lTCT=6zBJAyP0 zlWfUO&4K@xlsq-`3oOuViN&&U`+j|egR#_|Q8M|ZShr38)ONLnKqgMUgBPeRu0?#? z-t;>iCP#0zzi_~Re^~LAtH$0gcdxm>#!PPg+mumM2e|Iaj+pEsYQ@+iIZtb`P6_8_ zCn(n*n#A`0x(~&qu<>nfP(JAg9owUQ(DxcG*D~pP5gs83DLQ7Uw=uVlavno~<^l_! z5hDrHaIOrHA`LgL?RWFwUYI4oMhEh0$bHLzB*Kl8KJ6~S=*DhAgotJXk)ZWQJO-I) zu15b+Jifsx+0vfV2TT9pP*AlOiT}a!j3pH2JE?-YRdY3BeXkVfjG4R4rq?}ahvcxT zu>9%3{1dP4c2i~_(S}+=Me?%uMDT4uDI05^6OwJ-KnSboV*0m>x!)Gv{Qce>FCAA`QnfDLNjkk8~z=(^iawYy5~2=@=PO4elN$&McUGW@cbIg zxJM(*=BRkv86j5PkD-ea#9#@~c8f+7UyRzjlNU$JV=E6xdTeE*SZwnnCL1PJ6e-|t z;KRhYyEL5gYWb0FL^u$^I3&!Ke4_CU zrh2sqIq~K2K7CB>@IC);1Ze8NC}_|3O8T{C!km(YLm9*e{RGsIPVM0NHej&3!g+oF zVoya8pAX1aSCV4`!ITm^p;DST3@rrxVuu+d5;vGQl$HpiShi7lm9oe7AYN=n>c4U*saLcB2Zcwee!E6V`Z$)4dcs_s_K z@X=q%rZV{!;!cq?2b-ZAEuzJuUY~;e#6Yq7Vi7?6;MTu|Qck%ETv@0}f6eKmJtS@( z6`T3SYcE|na#6Lj8%SEHT4xk2c(8PG1UrmNU?}9NTi$8^*2IGxe)OZ{ z>JiA{AU^QCA7NSv)9{OH8w(I+04L&pnC2nAJ?7Qs`N^(u4?a4^G-`lo*q8^}R7pab zBldMU1b|@eEGecV$G60ywSrHQ-u80`@2j6zQ&g8X%zcW!v^W6#`>l zcqAlKL1icoBzgSGD9Q($GA}2&b#RQKM6x9)#wcj8_Xq}p;V}ofH$YsnF^xW zN|gi91PZ63F^Q+{`!98rv=!D9LNx-?1BZ0;K|F`AW-$W{qijAGyGf;#Oa=_O>z4X> z__qIM-fKySmZfK@{S8#mAjyXFbvS6iXDN2E@CtnWer#X^5>zKie=eW%B@Qz`WJ&~; zk0nHOT*t!t6a{ubb_=s;jRg8ON8eKS5@NsCOLr_F(2$#MZKWteRBoMyzH7CB1om&4R1-SfKX3cXt-8q4d7g0r9*VS3Z4nVOdS z#pbAX2E7@Y@#ih|hN;!dGt<{+lXiHLIE;Mvq|-y`Kz;&439b456hf}`T=_C7dg|tn`>3%zw%uTx6SXfGW5>jz9J{41Fz%4m&|1m!Fs+ykibAMai|rg?^xVIYP$uyz6x;{YN4S;of2SN;175hs#N4Uxc80=k*ZW z-ogp$tbhEH~9L}EDUCnOQ&OeuQ$a0dMAuen&zCMCAW+_gTOC(GSz zJTQXH*}o7SG~}=Q$t`wUU+_r0x8J_c)YFIN@;(* zg!_tdUF6qt0B)aWaI z)7t!w{s7HBT>i-}U+vmJHCFDj9gSjVMz^lVXbz3p%N#iBgP3Z5` zPD_hqh#fgB?eo|Frkq9e=CdVsp^S}riruTF3xs}!^XhCBM|0QZUpMAJ8{wQlBNq1I zKae`OI6p8iA#&K&aeIZXOD58A@`wO*q5>|%a+COt(lgA_gp+$qFG4)qD;viwL=*7~ z#bbR?-_l0Sjo=M=Lz&UEM+*Mbm#}y-4AnEwz)Jlb{Bl=pdQ{VxB4vi6zn{xV z+jrxb)BscFd>m*xspirv%#HSqd58*LPuO(9>}KRJJme|^zDk(i21y*fqA-e2@qZI% z?{1U%kHRoQb>CnvZ<%+UIkeL7HN$hdiB4xinA7Gk3mO2gViprl&D0%Xf}O|F&5-sl zuC)35zBq2gP&PR=1}&N~-@sQ(w5By)y#h5}Kg8nt-wQjm{5mihplgwmWuT;C7ZhC+ zsq@LN6NrFwA!WV4DrB~M)B17+dMfL*urx)dWnLi@yPPJ=)wzE!tKQ8(HKauVM6;ZWHLn=@_5#cQ3Kd{d2{`|e%Z3C@1I z7+&J37bjY8M}aDo-Gtt{7}cGzN^JnCz3}$9`j;-qJ5yyqx9{up)Fl7<&z4of7=Q*hxidmwGF@$ z^ADxA5t6(|rtQYepC=w8ky-k8DM*9wZwah^v+WdE#em7Nf{!Yq z@0#3|Dg1Os6FE0bZ?`WN5lNA2uEAnHH}*I1)97PK0Wd{n4y!HiVt!g%HumZlpP!7W z+O?m-j-ipdz=iI3gusJG?t?`AK3j!ONhtLeTmku3>$G=WJp5B6i-^k+`oR|v zQGf@Ea2kG#&mh`~Vd?03$?Pe!kLhdDr|Vnlj@E1UnCHf?HIe@X+19@2A-?~PvCAYu zoK}S{P&BKWm4kDCyc9aU83+7`2R@k*WP13hq{(j~v*}wrp$KQU3YA?P0s8P2jUDXl z97#0%?-HHxRI6Cw`41f6R2_;c_z zSzwa~{+7z`D*sayF$Gp0%!4vt4ntG*kYzwF)EL!7w)#zwN-QR}6!Mr#f()SV&_Q9> zLh2z4@z5;GqV+wPJ8vKgX8T~rCuOba`nmcrD{zsPm;xY;(Gw4F$U2B`5Os?yBDA1N z6a(_V2))~yfBjRSIgF{3qaq(DjS={v5193vOk0gq5zt+5l)7()vu_1KeJ%*{kw6)~ zyLO=NQ}eWgSx#^{EK=XmV%0b+`kE(5u}|z;!v|)`&7fd~*Yn5RUZ48J_EvzxKvK;O zyUZ=WW{EBY@5ghSc^8^&tl*^1H|dLV3H+t#@+^ZG7hW!ZFlB&DXZB z$8U=_x#J*hBc*bv<7y{}d=nlZtSoOV|0fgCM|A@u6rTj4r2R|?f)jZZym3ka7tN-V zE=M1JyyOZ2%()xgNokfs;{RUJ6r2$voWM2OXdSjXRWVr`_q0n?oLXFSg8Q579%gN$ zKkIPy`tfiz57|O|NCv=HGSKCTC*N{`ij{VAt#JFy=`m0OsS_40wP!Y@Uxx_xZL(@X zRa>!mRE2C(MP7~P&y5(#^Rg)oyj^~anj^{mdv~55F##?hRO*=O-a+gm3e&{ct|}*VeWgc918vt7%mt)P z^~qEoYhK~4`siMyCDYH1e0FFN)UGvs+BwnMXd5Hu7P{J z1$d7Xt`PV1Yc?2Ks4})PJ~`chfYO32?ux;0#1f&Iu?mSa`@_5NQx~E z<*p{$ilxC2uU*MzTo|A;!Z&j+F&gwyBbkC=n{QFBv5xMTRszGA}M@m5*Vh zPCiftNQ?d0DZJiduLmta0Hyxo`$~WV{{AWYeiQTmhaFE?ps-hR6y!UUx(1Gb+zRrlMk~ z?B|24zp{9=*NlajXoX8PkuR!zqcH?X96TMv%_L5cGPBf0Idd6eKezR(IKL1#2T?lP z;wca|etq1%yVRJxe&yK5| zIxbqQ9Et1{7=~Sv=oBQwug^)P2j2a#w6MLLN$A(!&o!|~oQ-d>?#nLg3YHv82;7h3J`N<%7!+l`W?$#to4{A){d6c-?gdpTz@4UygCU*igf8#$><~!SC@1 z;Mi#-p~&_DrCFy*($?zX0P1+E0Wk36TZ5!<8HQy>;mBLB!4(@k1NrZf60o@|85Gh- z=-RuRGzHML0jhd0j@atsFx|z^1%C#D`xXU$x5>@sAYeEI!5qe70~ro<;5c&eRZ zPOp6=kegTAp`7I!^6H<1K<|~!JzhM!2J3Y~Xm<-w#PJPq+SMI#BtHE%>R3*`w3qCW zy~lmZX0#Dw@O>FM$DE*QDbe9-+P<>OtvO8A+Gs6bZjLQ+t^q|nk`erJkWSz|cfB)| z?;eW2uaIAx4|#k(PVBAo?yS|e1m;`T3WIXdf5cl@(lHD96nr6ODG#FhjH7YeA_=%?w$mBsB6*LIZ-oTO39Fnot zUKb>VV`u*K$hyXgQAw;CjJ9kteVIFbYTNLPIpJ2r>k`ts6UpFd!UC{OICOtU(&KcX zFjZEv^UdD0FCz3SqbX*8qzL&A^u`54aEflIffDs%BO!mnFm9D3qQu`UK9mJuDO32bt(=B}>Tv9Ak z5DCoer(-Hv)dP*LoV}TH7TZ{*4Eij~x{m&*|BDi?g!aRT-vObpF<-J)sEE^Td(gY; z!P)V@HNTw2)Ux9Cdi<=Jfr=2yxLKE^Wo?r%G5TGG&ptmgaa#+wVdVQ zl2ZA=cvhIAP1#k2gDJeph?{vZ7Xf{=tyT%i4XN^ub$g#DR71PL?^aGRb4eGSR1A;? zEwE9b9-fUOXk8!xK7z+7uf7`x(@&w7U3|^M7YR2Isz=V44_B0^r|#8rZo5xi@nfd` zd9?Jgtb%{wOzVrOAHL8o4qsZkp&C{x@@YyS0TOK(d(;+CAnAZjw(Hasp-f%g_IoJ0 zM1)ktPiU^F*0e}epei2KVh`Y9?_i2P%DapPd9TwK?eEOm_jh4zdp9z4wWe)M{Q;qm zzOeChpQZ!5ftJUEOb{{dKQw=;Y7Th+@dnUSJsz8s9Ze>?MF6*_Jf-?7W4w|4wl5za z!%qAr=f?s@0CBaytQcj?j0ZuzZU6K%U(ED=q66N-D%>WpK)#^XNxDNqk@wS<$a9tt zbwB+Z^|QoGcVYIt@#Fv}JX%6=;UvE;*T9Nsc!QjCPk@ug7lyM-`8r(0L9HwX8>qE9 z^kW7_Y*w5~X&_~%SHW6DZ36! zSDOK-x13%4=DKh8q|H$)FwjI$O)+7F!SDGnmA`B67PYzW#yjrc2}=7vID9KGn~h^> zE=Pcjsf}#oeU6NFaWi0dD^hUcb9uCH8E01$8`jg-^h;&_&!!CBTA5SfwLPLD(iO>& z?yGxF#r{r3U}gK4Eh|*>N8`nCIzbizRtYEVE%&fy@PPr4YW`Z8!?3&Tc1`ab!CE}L z)dvA5u^1Iy!@hm>iT;Z;HBiLmb@UfQCSGJht14qH6b-3y@ViIQ3>{#6OX&)5{4-V6 z6KZOdd~9C_8B4S_9sJkVy?dLNUS~t1fd19$X33g24SpB5iabtk= zr)-(2W*H3j)$ZG_{>#W!kc^e*b7z-<+mq1Q40fE@zQIxG0^{IxFx?r`$IkM-dJJMq zj+YsgLG3Zgo5ciTf#Ns7qt*NPV79U#rfQ?v7zNxf=&$LQ?M!wKLrsya^lxDMdI`6r z>moOELMF^}4Iw*-ipQ-$?1#nbN^a?PXzQ%ZWrKhlsq)}%0>RIU92gFS5kL!T@pJqJ zs}8msUdZ51*z#B$R2`Z`+zZ5DHJ8I!06D&3^mMm4o1o*+i)W@Vkdn-~XMPv8k z_W4W)D)t$)E$glNJJ0AzN7tBm@Gvu*t01TKnjD^eltGSjP5^^lj(45fpeY{o8u=A# zE`MvOX0ev?k!C`HGEm?<=?RgTU&o49By4XoY_i=ZUFbAJl^y*Z0b>cLyS|M>!+T&u z!Y(;z**g89Qu}k|uYX86ihz=1426goH*{!MIU5YwU&QTg7+In>NiP{LCE}DQ!t~?C>vs}be=dYuJ+?QQF>@#z4l0(wt|y@FAHaYOjo)zl=mXf{!z2pm zh%(h=$fo4uY`tNw=TC#Ef0lyf{dYu*dhV%Wl zY%ASw5d^e9yd3d~{RNu_i)$s;XR_8eA4`MKW%BEstdwn4BMtq&)Y1Y07YZi2$H0aB zTQBYS0imQa&~fynH=!)3OGd~6!`s?ngLqJzh@xxp2IU_eC%mb{5%X4M;r>k17bU@G z>JMmB`S>Ha)*c7FzO`vcNaat_xvthcd*DXn{x$E6)-CN_To!-GQtUW$gH`sdE2H15Wvzec*+y-$|lIg&kWtNFrxR6z?} z#6sgUN{q7|nEed)2`YfsOd~B+zQF2@&l=WJpPFNnvo1V{DzD)$DS>xZKc?M^zA-&z zm^5R1B+v_9xkewMXVGV@;U;!*akK_yG(OB7S^58P-pdZ+z z&K8MJ`n8f~I!@8nzlJ-_5dCR2d)hL#WNsgprA%xK6+vqv%A4~vKi$In!r`1Tk^53;+maBus zaqOQ3M9OOL_V`;s1@DsA)8sBY$qh!RwAE9l(Xw>LH_I`#Cy4UFSPQkJHyYCi9dV-N z&)D)qrAnP$cu{ucX^@hY3KKl&Z+5IS>e3s@LURfUq%|BX7R zVlG`I)QDbkb?Tg~0rh+;>^;#5l*pHRsy}DG{R~%puHzSigC__)v6Y1}4mF}+KM5{P z>(Y9`Az^OUOEVb~a6D<`hk&(B=?nh@OAcU-_i=t}J*gMLz!5zTem6*h5tJ@NKuMox z5ELZ&V=J8r|AY{4;?gILhgBV|g<3T>Es&nCx7M3<{21HGvFwK)k{7%GZh? zj}d6Ap&Cd2Y#zB1*+waDcDjo~g-34e4yFiho7Ksa8!>~uR2bx!W+Lzdc?|g7--qwF ziz+Ttj^8$qiOkir`W%$JHyZ|m4x>*Ds%xh#zKD$l2i>uIr@atZ_+al+oA@Swjr^f` z@ZF>q&p=hK@z}K8fYp4Wmo@j`8Tw%TZan{s_JX_O_o-Y=T52JxI!W1I9xIr~3`?y3 zxEI$pDc&Eh0&LeHin{}|xgb;Kwy(PiE2~Y+O%HHKmCM2tlj*yaGDfOQC3vlD*CiIb z@SP`ukml4{*mdG*R0R>f*xdG5V7lnYK-8ff4itK z_M%Wm>l`?~&HbG&K|bS=$cBtVKIzGo@99`F3S5f#ALy4?ho?EmWf!@95Lvd#m$L9#OWKKg@d}-2pB(+< z$M*+247<_93!doDP{-69bmR z*V7ZvEd(6filsnnH0iqLL5A8_wKgscSp{-=>mrRXJGo&6IV!vP>P#w*GD=t!#o}oh zjF?obe36iAr}l-0bHqi&17;nh2+mooUG!0w?!7KXZ2~uM3VWvgOy<{ zAdkKl*W0?(C~A6#LRcViV|7%C`K+Ikk>i`wP4=)@db2FOr*TV-#i6|+uN~5^<%%A? zFMdqw-g?XpNVH#%TL+I~WUO=*T)tb{XtB6-LCQa-X`4=pGC$lL`m|V*j&FJpf|+ID z+5`ZyxQIt7uGZCWUI#wmibKkRO7v^j9Yr&8#~ng>|k$)^(Z5ITrRC zJw8>5W8F;Dm8?=+npIzvP3v!Hm;=y5&kx(u!I9}USbo3pbcNM|k2T99R|a-~<1WTc z(EY>AwM|t6MY!~-x21{t7wGLpX(Jml02--UalbB#RFcaH{6JxI=ZOKiM<9@mo|kD) z5~A6T6Az@Fy9{nz#v~`SdG4Lx+l2>c#K@TDzy9Vk@p(cif*haE!sNtHvo^Qb8Zm#k z3!_$05x2=$8&K;L4S0p%RrBjyMHTCGSeNE78&-7HL+C+=5<)X>kAIBSo*;F@(M|;# zj>=JQOU!{Y&C;CTP68IP$*GO}$ZV}5pfnY%uSO?Vr{p)HEqPO$ShKkURnz|l#QChX zZs)Me<{Yk$5fa#gUc9iUn{W13kLhSd9L>PG4#o;LV*IkD{->DcKyrvVB_&FeDbw9G zSVUK}nBS=&&7H2qV1!R?1brIn=RkX$9+&`B4;`B_Sb|$2=HmO1ADwTD*V$qNbUyms z62vyIa#q~8eBBeIPTiNSa#LHi{J0`vmLuoC^58hJoVOC?FO2D_e`OnYvT%VUuv6PK zefzX&c(44))GG%SY>#G~Ait?uk!YpHS}2rnQg(zP0Pq;diY7m3A>a&~xsQonyWq|_ z;3@T(c%xVrA-MioBNi`0?bjK{oY_C;Gw(;QHWH5N$&Qc|TlOGNJEdOnmnDLrMS@?b zC8OOJ5qJoi->y;ww~y)5eIuQupA=EC0IL_s?1lR#dAvYZNpbseR0|ZuYPvk5f4DKGq|E#cujOh#BH!&CH8Ua4%)#@F)URa7B|?0MozOX^|X|rzu-o#KJjDv-YM4 zk02qV@RZ}it_|sK{h+6>=x=-Jyu$Ss3^7^}O&<%kfHl=h^0QLPl=Vsar+g~RKmE-_ zN4c8qVyxtjxI~p|ZF{;OHUiA?Z0J57*Sk>mtYP7tj8#>sle^;3=)fS}q8 zc+egHa%oa3K)ZK`xf+6F3$tUf6ev8A)L2^R|FlnwC^l89R!hSApB6wP;zW<#roMLA|`nv1#HMIijF8ZFs6-N-LJa4*eC3lBtvrf_Ix%X$8kYZYA!`{#mbt zxsQ95=|1$!rrAb$_B$TzmGBso?@Fa0wv;|aP&0$O;=4PZPq$C2ov)Rojy8lk@t8q? zrTh!bkcBQ4{QnZ}f1LYe?f*tb-+T?Dg3sq@z{u%KW|aKQYwJ8~KE%&gyA@^UdpD%> zy7Y;}#0ijgtnxAwZKAfiRK^~h0f!hU)headdytvdEXhkC1+Hn$!gt9dw4CQhH$v0> zL2#?LR;Get)|fI^x=h`zNRh8VKQdAc1SAP={;m-m{RVbB`_D~XzV;!Pjjdr#qx7_G zfG1eev`QeCH1Uq4xEXRiCh=Dhr6M-%BtSYul*s~Jb227>EW; zP4bxI&ESs+w`i)%wv)F9m2?24zJ3qVUjklIzH)TvvstOe?5pF1%d-UN&K>j2OyR=Nszkzzn_iNe&Hj{SxfmY;;1!raeW@x?=13) zbrPS zu6W}jf9~z=`}dRVI_y*w5}%kMmS|wgwzb?Yrp_aHGr<`Q*YrK7lbxsBR!a4Wl!ar^5+ z=lFQclW!FRMTNf_2EB=0bR_l>t2Y|XeJN}X2z@O)RPOcx-V+}mqn4@Pu{`wyD>pN= z*D%P`ky;ON7Z5Um=cVoU(Yn1~4t2oiLqf8#UA(4BNKk2$<<(1k6MhI)(`z$(8D;s? zHqBIQg>x7p$?+FTD60_mm`&ET03sfASwAVhV?3NAhdC)rI7rMW|LutK9d7jQj!OfG z*zojj9)Tghq0=-GC13 zg1o*)RN%=fe;+^Yl4?XVolCQWYkLYOhiO%%W3nK*OSR2zCct3vm4eC7V0AO8U4d{e z+)2MEzhZ^u?324!F9A_zG1DQ62%=_0pR~p{GR0EBe)Cru45}dv?}jt(goKm(u8Ej7mXAqezV*~ z)0S~gqAbRq=Yj|zC&CM?YtBSAzw?FcE##pFAKWViuJW=HN1+QnV<(ANGt_;B zw}CJ*t4PkcdzOM-u~8J2%WSAr@lf&WCB&sQQf=rvu|Nt`KWj^v;8BbN#Mz&z<@+s> zyZE=Ok#kHHb&?fUS>mHywL|Lg!nFGRnTpgtvBX1|yoUz|Vi-47n8x>LhheruFhbzA zN{g3LhQC5t`>?>c{IPosO6hauGV?#D3xJ0l-Mf}t9QN`?8OWs~$eKAE*iE1(*$j=I zm>kYP2;r%W!5QRT$ZDG++;d&3bn+h1bWRNNU!oRmSFYhZz^Z5uF0PUh;qZzsNnJYs&e_Tgd%-#mNS!KFIH z$}B++H@I84O-PYWz0tnMQ+gM*hs#!R)%GY=6aPveiLKB@%*M_8>RBviaXTcG!okV2D5E`W{q*>z@##JlZ8&NvQ=iW4RPlZWbbsMCfMjA>ju7x~mDEW}%`@x)0 z=C}`<4`64Zoxf?vr}Ml1Ik5osJg!}(RMGb~O*})kN_aq^QRTy9wGq)vdQXShWFTgI zr}Z%~b3{lotE1)1*uok2GIm^1IBgKzq+-9Iaim1H!kj{6U;(CU%t zB5f0M>4zC25;GH|LyXLaa!LaS%sC4Y1a@caFvsJK;v~$@tOw-n?(v`(F!I*~ARhFg z#HmnC7Vvdf`|ihC>9!IQN^+D6L(Q8UgaA^w+*Mn4qNRD+8dxHT1qPOfTieEyi}C#j zI8k1UU37eln!D8NNAu&?OK2TM4q&LFl>?Oh?%b~9G&WBIsOfBJD_Nz_Jrv6;McFT^ zlT>7>*34~QNovGHLmR~b?n^zp#gi_c{v1b`23)Tozz8wAu1Ea%AaxHeA<%Wsn#B+k~F@;}{mOnRY{4jq8y8iBb;CTA8 zS{Bl~A#%=lUu(yqE|siT*JC5$9tIVC<8&@13v$7%(;0AOKWUK950s6Y%^WqF3=^wM zouHtM?$|)JfxV~IeNh+cd?D5f{;z=aKV$Rs|1}(}!Wn7)d5mCh>XlJv&IUys_ zRMi7<#YEd)gOP;ntkQWjlU2QayTa>6ezP-6XwyT}A}cH(VnEC9KhYKSA(ySM2k z)eq(#!y})Qh;fpA!z)xxY0{%aExX6WF8?j$uVmnu=cN2Ssr8KSc2DXIfcVXeNByx7cccwQ(^u=(^Uw8s0XY4B7I zBOH*OW+;TM%`99)Z4k_2Lgru-EE1H`Qa2ALofh^?bWfTbKf8n&PT%SEa|P{aT=ZT| zLgeA1oQy+u^mMF4DKXVtbBKoPSA=q1a&hMn>`5%5lh|=(Y!bTA0rj#g~%_h{Y$v8TKxVrz@%FHAK}G zr?xj;ig5(RY~xR$&Mn|0sXu*WAnD=ZmX*#}|I*~lZ}AOrQ8t|$8P}~QUaHaFrxDEK zvvZ7&&RlF$X#8l82a%ZB?WiN;nqgvlA8!rake!3muL0nef0mD9Qir6VlHvPup(Np_ z#9Mz(L=)qIUi0n0&qVK;o7=x`m6!*>tA*(`=ht zV(g*1)-OfxJfV~vn+sBfE?j-@$eIQRXHW-I?( z&E)@G9Qfgc>lucsF81|Muqt(<9oFr6AYqII4fJJ?pQbd<6&>*XQTN!vx823de|shL zvJ*4&#yf%fctX%*yy<^B`Pl#I#!tyTf^IB2|ptlz(MifszUPemA>uWT$0 z^gpoRQAz{fkUyT^U~0+@SL%q5SNvl>Xs&6!i$Cm(b~^`keXV)plJu9o298$dM|pk7 z(~T_Ie*PQwiH|agQG@@5VI~94Q*skuRidCx)-f};&jFYd3RjQrR(GL zOr|(MHHu$ec(2W+JQxm$E8h^>Hiis~CB!Q}jNq6rK;j((feTGDKKGUK)@W>+a-kB3F4Mgw}LMT@$auEw`sNlIyRywgb0 zy4~XNKrGTl-O_9dY-t1!Q=~pR?owZUM#~AJV**q@b0$vof+-A~)H$I$94orh92lo# zWt{a@&6|z$135N2*#asPJ@o(tbf3tH?$slB zl9v9kg8TI0gx~TiunJ)?o;*cZVA%|5HbPVNQ6-;m>wpzs1ir$5%nFeU0ffthn3#rs zw7TK>kRqQUu5>k>@XN<(^7ALHC3{({hZfhMXn=*z+#e8P?j?DRsk^Z2U-SQj z{id4ZP89sW3ghFgen*gD+vZfE`dZPZ3UUSDDLKXOt(B!l8~jMeEK}Pc4DjY_DYj(O zt&OgbB0XdMzUhrdAzpAlQTY`?3sC_m&ZHAuulW?Il=1up2Z~BN{N2zYmbH|sc0K-j zZt*qr=PGAyJJ#C26vvf7V9|p^lZI^28iDsj(N^@q+JVoCXHEHj|KRW%iOmLIdl_(E zx@Cd02mt`p*&S!DU;q?-18tGsR4(BqhcDUZRCoC^8J;9KpznYm-Lw9&-m0jV>QERU zwd_WR7`S)N=9V8xhx4bhdeUe}fNC&{E*n!*%1BV$KUULAe_?dcb~V&S9oOw#Spab@ z+!>(TOX2^e2rnxCaM1_UM%t?eHhSH>N){)#G%&y#c)!UcKrM^5F2om?W;PpNt%G)) zxwgp1k>{}!N=eSYf$_Qffo8tDgm44cfK8XcVStA=l%irCScEGEbyn5J{&B8elH8Dy zpm^c~y?e)x7+$A8%s^vtun|Rq0(oxkzeip%;HpAhi{Tyi6vFQN9=q6&-+SsKqlDw8l(|-0aE>WP)~wXPN})*xSPhH zoBEQ+^=HDCKnGpquXJ>cRk-`3@vhP64+Ge~u67GX4O11>qZ5U7?Frm*h&tV#WQn^a zhd$Y%T|q>;tr69tw2?ds9-3T8<-0579r#-^c^xM)40jey+=m*d@M8p|!TK%IuVY4Z zb%2n4C*ed|tm-a$ClY9nUV=n}Mmv1_v(0Pus{I$l0RcO!Bw9 zswrELjDeSKc4}KS)iiW9yz6Bj^-ov8(9;&L|CtSSKvQQw8suhw^Wp>Q?0<*r1L70^ zN0Wcaf%hM*AqfmG?OW2~%)N@z<+evR#L})ZQWu&?rb! zZt>a$<{HWS)6LId1RoiqqG0VHP8ue8cgNJcN-J+IJGJ`k{`eSm&+pfX3*DngDd{D` z4=G0V_8DiSdw3SbL*qk!-)drNS+F&^J5l+dz*jCDyugjOxX8LwUFLL0_2LZNIAMlv28aiucb_CH6m1?t8*Fjp(l+4= z*XoBpvqXy6I2B78^BbeQoRo?1!jQyi96*VZs4x|96CXf8E3Y^t*ajHm zPA0%(S?xo@JXe)bU*VG%J*(f04CtoV0*7}7WWLLONCH(s&f{>`L}z`kUb2=ci2-8b z1go6}3QzTq z?aE~RAl>D{>ArQzo0Zxc{;(29oAf5F8C9djBCh_nTKX(4A?SW_kOgL>2gr7Thz(G`w8h#S3LZ#DvYUm`f;_-&AjcxQ*w?C<@igz`w}1=S(GR55Qex{S^&W3nkji>@ zXt3BlPF#YRYieW{HsvlG+4T1i$;H1&YYx(F6m=yM$*GmN77b3Q=zb{MI2T5JK&hwk zCI!U6o>>Fx0TJd-_K97N{J(q{V@bAPiF#7QOTeMK;V*cdiAH}cz`(RbG+a-)b7kta zo@=eznVf$rB@4>qZq0!yvRxmkB|OVvu@TLWTx-=`uUp?-vlcFqhb%^{XSGC>!cDsa zh#rsFZWl$%NI%Vy%*y6C85;a!0}jb#C?5rO(%n)zF(vt$`1K`!=ma_%`oI6pdAsk8;zJYZps_`S z=Z>=BkIheWeLWD-*WxB4LN2oz83En&&AfB~4?w)}?04Mv_HGZ)Y&Qbt8prQsj)Bt* z9UEk{j7tx3g|BjotkL;H%4!*MUX@8cbp>X;Jm(FA*GhSa1k<{f;X$nq&97LQymF@M z07KR)a7dR7`z+yKinGsQ(M!D}Le65Zn~Rf#Z^ZwyDb{3}dL0XI`JS`Uq}_2hb)2=I zM4uR~6(D;G3w4H^UR81o=1Qw?t!>Nc8Yp#)W23Bf*WiZ`xtg#1M=dYtho3&aSLX5%{3xLq1#cWMH?aX6zh!4E| zs-brUv8;1(e^D<0Qmg$%eiVz_Bl19F&gGipE0tL#0DOs_NdUIlK)ZWS9d_Gg@Zysr zI!EP}6TCnP0bd~fK&)egvKUZz=kO-3MUxXf9*jPa(td1FdTF_)m3Vn4JDZaw(^Wpn zz6%BAVK?X|t9tTC_%zAyf&86D;y7D0&jVHzWaY2p##?w(lQPu0&44%s=M2mb(2yE9 zt2S~lco#oSqRON0o}}B(xNX}Zbt}&!Z$VU^7QEeFrNAG8@vb+ahl?mXkNEQ7p2=Bs z*S1pkVcBAl{0Hmx%0fgM!9Rmi2}y1Ahs5rL{l%kc+x1q$K0AoeJ9n;SM8b}f3w zbku*fg<$5=yJ(y{hG2K?5^hOn!t~&%G)E*VpR>(*`>%e%mbir-SR97KD0n<`P3@BI z$-NoS$%>x^y>01hE%c_-oQ_X=V-4O|pYS08)d7Uv%7+(;2XcyQ|8{_CX)Hd92p1yK zma0X#uMKp}MoEsu)1WEfsM>g=W6F0=l6to#uOv3?)mZmgyYl0`ihfyEZfkz z3dmK3Ivh{L>7>v(Ag`6v6F5ES zGu-qF{F(?tksE#?fjjy(L@b4GRj)` zF%S;}d3h4LQ(vC^X6-QLH7s_jpzCs1db1vdN&#e^>rOD>c>{XC{_g7Kk>~MtB(G*) z1Sb}xSX@@8}DCW7kVW_6q#Bd9Ao{@ESDzcK;Jn!$-*8yKe_z9-SGf9tE;ZG@* z?-VPkyIOA2M+Gy!Z;zlidnGm`aN_KCmRl&~_S-@D9t2^y(B7Boyj zEUY~`Q(ssA3JBp2ZV_2=Azh9Q!|3v+){Gd`NLf~lOHl6{QhdLY@kCG&kL|#HKjld< zyq7I#wNurD*=;U^BQe@vgC^2tTmz%oCC%tPB>DwDHB{jlm!qqW+yG?v&^XqG-lE)U zts4@A0EP$#cjt#{iWdAx{@qpvXy7Y~lg8dM3I3kH;TM?UflL1!?d!ja%$i4*s7`~= z<=@)%d$xP7l9qVW0muPV8d`KMHa0y3!MHL7D?V%5( zfxo4DP)tF?5wN^2D5mynX74^}-Ah;UuN_==?P}$RM6AAZi=(h%n4b|nkhn6GS-?)r zx0QBJXRjYT_B=^S4vS2!J!TCM7I5EBT%LzN`_!4%Bh}=a4RJ(&1GF9n#GxB z?+3(wD;Jh^eSIy;oS|K8KPb zRH#t2^N8J2v)TAu9F{QWN)I?&{t>*tT7`l0d&tcY?>@+V==_ma&L6=k)IG4WbuABvqsvs;owzn%>&JaA}`w2Q~dx>)8OrrLSN|rIy4G z^%sU1V9R(QTIDZTFw~99Tn{}l#1H&QV~fowP{z>ZV698n<*T#`wop@jfV0i5iMjHx zz8zg{BmRl03sqNB0E)_92o>N^iA(rFnSGZp0J&KQd2jAqS@F%Rgb;f3Qfd>f>{8P8 z2;4X>By4maV_prsK`5&11}^FSc)M})N9cf$$-fCa^}X?gNbJ=0pR!Lc_tmev&k?If z>FNhP=k2MGv^A-4|1e1|q#>@P+9O_n2g*j+f%-xK9p$Ni21M0p5Hd3V19p*ygeYFy zRqI2jsQ^R*)i~T$hjQkCT-g!byPqLBD7mrew$Z*widY-``Dz!|e7)T15I78H@<`~E zIvT4Zt`zjX)BV2RPGfTQ3%kCz%`x&Ap^0SYAouETn0UiOHP>FuZot`0GyB|1)M}~> zA)eFi%JF*p+U#rg7BBpkm$yO{2d zzke-9p=h-d!G(XCHOlM+qjrzBXY}4SPrD7bG#&UWX5{V`%Lfs~a-u!5IhYZeL?8m_ z#!{9Wo4y`!d%QA9y*^7ex9qQ=%v`g;;F=tuZ+<0H?ItFy4KLo8N|1=tzuc3X)b$^s^y7)nr&wkQ{7M8P_3Xd$oiEA=8{wT{o*9`b z9C$J7x@T6HX_iCwMJ@k-Ta_ngL4yCMw?}&sVV)iod0T`Kno0I7^gt8ql$E;OeYJKb z=psVSK_ALULKN)T&P0Cq$WYFwQ`0V?&O_WU14gs8t_fHESO*Hv&KIJ_2d<^prNgrK ztS5E<)G7_fu|-j!I4HB!MoY`pKm17OVdydjnMwyks>@6*sfH~JxoYn;fNh#M19uGZ zfN^nr{6WE?;pIpKK9vey2!8xCvtRPm$VO&W?&C_b=e5Pe@_87Y@xwwxCD2UGq)bmXFl%!H9yrfzvD zRi>wI$N39ZW(7d~JfUv2-7ZxXR+G4;6|T~wnMhQ1_%gR!DS!*XVWLV;Zb;@B7S{<; z{gicfITQM37Hj}PYeo0MM7_3OZPzOEdSa*?pwDf|xz)1|K{q`yA11wC%CR}jl*H;MB3+7;%4ElIj=IhH=+Q&Xa~y+( zzD5!=>Z5bXAIzL5s(&1}>QfD57>R;k>K z9m4P>cJ7DyxuPmU9Eg@Yn@Y}v*zaj{0k58gk5^L)8BL7w_E(0^1-Lhpfz~&T?g}Nt z9}dntfQH_5xmJ2{74Br{AEh~V;n-oZQN`$o9CHZ|%!rk*Ptjph#A|XmOQ3i+_w92f z%#*8MZsv)nNT8UbwlV=_4J=xd_ka`zJ?f+0PCpoFU#PRnIYKb_iBRHQZt$$7OXDxI zwrF;(GpIw|ebUXaCo%ZyJLECTS&4^EoZkQJw%b;G67G@!`R(~-i&w2KxQfrWHb@%t z!mh^7%7)$B7>}R%SRTHeJkBPjbpLUQp>xT)kytU;t8m#U%6m{$!h;+a^>gyKjyGH9 z^G6sW*gd=41n%w3Kjz`=g8PIm+^ng;0=_sU|tt=#*@{PdeW}@ zPO|lO?J5fo&LZ`>;eDx(3f!F)NO;M@$B}RPmCp~qCSu-+Qef8|^3g7sF$SzB-XI7G zG2TVq&_9vy$+Zdg{%tEZ!c}xcqV$4r5s-eiY5bTr0loMmxT1)CJmN#g*p<`Stf}Qt z#m|tp>iKF!wE7|D0CVKZ#Ol<}bzH%_Fe6=YphiR|SFXX{j>h)HjOZR+|DvSSv!J{0 zhS8+Cd#bavyn3;Jai==(YF6-zho`6#oJxD>+=%?h?ewD|Ik+cPSI3te^_|lGXkj%F zI^=8Lb|w|~2G&ja!}ilz!23g(x?cIP-HkUJ+kte4eiMN}cD2FNX0_<51@C3^)(4Rb zjysZN{A|CnWKg=-MIU`?8E!S}EhuF+!Z?T3LZdF%c4D3 z$?6{Z{@O^Ljv8+~5atG0o5%M2$?7%>5r5`@WBSPCPCm^ zUTXBK^|=(CDU$NH>^j+N8P4MaiXif|-wk2X2hwlt*X;*zswZQ}=bsO+8 zuda2XOnI8x@LTpA2tW)6xn)^CBQYucogUCVCj~Ri!kY_cQ)Nnh=q-e`44%fzLm0j? zByS;oWx}GUf3Z>GP@?;i7HYlLrOjnn)&bv}u1euLE)o6RfrYeGM?1qjM40>sg?XCh zcj2*z)6&039}c*J9C8Bq4noQNnk$D8jH3#IuE=IcOU`cu7 z7@?io;U^5$XTO(^&?!6?SVo3BjclcMVY7-JRg>?i4S@ z9a_9N6o+EP-QC?vOL3P#ad-H5&pGcm^Zdxq%sew|uf6uQt~>NGK5_m1=EACO;)Aw9S2ZZd+XcH8(t7TM(0&-_blUr8>s7dY z@sK=lPcYxRGzVNuD*mK+%1*Kyn#AOzA31r~ZyWG+XD&Bp(%JMUM#%s6_*mwclNsGB z9QWsK%CLlo^$7a|ZX00S(RjYloOi?BPgZx^nVZ`@HKPCrOIB@G z!pCiTHjC+#llo_=AQ;_NN1cTlx2j=;Ot)`~EcqoxqjdiDNSTasr~L9h=*wm2q22(B zs#nm8cmUK+gHrBSHNIAhbIrDQDc(*aspEXku!KCeSh)Fm(Ud*~!wbApGT`C`)A`NI zrY2Qy%m4l~&J9{1d#nyWm6<;~sd(0-m_McyS_n5I@>P9Wu7@n5>--T9Y8M1`VO?gD ztno)0a`JlOGdoGMsVJ4L%GF}%DipsIjJjETWUz4f)h~3^zPT4Nty0SQ5xzL|1NQ0i zFqN-EgL8BU_GsyvR&hh<`E3JboH3%L(DQ~NYlxTiTBIdI8zxEqpGO{&@UPCG&(ir2 zT^_o#C-&OY9)bb~){C}~mZ5qiLo<_MYp4%)mQ7F#)#jN7UIql~fgKy;I^Oq(ibfu_ zeiJu_tfjeP26F9vc2X;Samfnr%|Q&CDiH|Z*zPaG%6K^|B+mjQ`})O67#o?&1~FQA z`gNneG||7bpyK#X9|;PFNrr1N4Y`pce>^w?wGWU!o?lyvviB>(;y z__t8BH~sK6t6WL!K6!2p+Gm2ir7$t+ihvwhX)4zOm?amcVU#8%_<_;)_};SHRy@Hp zqE^uBMm3wt;;KIKl=IZCkTjBP3~Og+0v>6rW1my@FpE2q+k08qFC|82im(+VyId+_ z;Ek~NB1cYQtCi#wS=)e6d*VJN+;eAcs|oWRdW0=H2HJifj|=$0UDUeA$fHbtJ<$bw zbXo{2WRCb}OyHkW1AV&?$TNs^olCqy>+&xTm35^hTwy1DjZgsI{AR{wjGK;Cm9E8! zG33f$ttfp_fAWH`Z^=ow(EXoYqGic}Tc+$UxU7MiuY4gbFUNcE1H&S}RX?eQJ79QI z%IptgK21AEowl3fxDLAJlzs@VNs!d|HLx^qDH2_Y6omv=?T>Yz_TE=6gFubH@d}$< zmO&JW?T?F(t?*gSzojt1uS=ha!*fpI?ea4Ncxk^IA>|9(TPw$6h$jD^sqUYhugy&` zY4%c&OZ#tTm+Q3e{_9v;=l*YR`BzT139?k<(?nWQ#kBLUSrBYZT+Fzl(qnV|i|UT@ zK#bECAz!D$-<7Gnj4qUKtUnUDm`Q!KF34zYwwVK*OS`}&*32G6mt=$oMZAGxV=idK zOp3EM`$XcFY@f+1vmK-h+hv<7LyB(DPU0gQ&Yn6$ZvN#888e}RDSCR3m{WuL2#&@H zcQcQO5eGPzIQb>+)jdt4{*b_n{ff*+n4`Z&jCoY&NIUv>*?}+_q!n_X_va~5w<5q{ zHgd<2GYx)N|ILQMl++1;$Pp%dxCQ56vr*og0aq8v$?o;sWB{UdM4zoe%n!7;`DFd3 z;TwE70YijpCMX!P(EK#-?X$ z^E>Fir|fpqA6XO!Gf1%6CrTS_;2PrP1CTim((=C3@Ci2|@TY~ZdzJ?h7baq^{>~ar z?RsEfB{@`ND?FZFK#Gu4a4+T<%3(%#0KtAln}-6%z7Wh|VUAkk$4JRqHz6(DNXxHL zr}u#)auXKJyFIltHPYd9gEH|66%*fsXQhyIID)MgnR;L~Bu(i>{@`GRA?C+?+*zZ5&vof>zWyepN*PJFMhbQ-@>Q1D?)uOq*OkC5Fi zt0PPH;Z0{yJz5s+Pt)Jczr7*8AN`%#%yh()7=h3u1E~sZ+pZ=Lql|sz`H>(0lVZn+ zbc?+@Kt6usCO%e#lrLJ2u4T0%SO8JcSb^KBm?M(dv!TL3xIo}Td!xzWL`6+t6;y0mJ2~L~ec}Ooycz`m08-7aAAw#d07nA| zM)r7?!Ly~oD_8Vz{UcXf8O5MIFh9fsm| z^Y=|h-TQRY58?4dlGk6gPitJ`rDM1UR=sJpZKHZc|>3knl>oi@Q6{q@8yI-eVrNr~{27obFeGtv-zssd6B~ZRuHgcBx8pyW`q}VZ z83uGc*R_w!pWnEJeuK_J`LabBamoeOoc^oD|=?%{@T6VuFYQrb% zpGRAq{^aPfe-qV~`Cd9{FHARTAMKn}_#;88jx*8`tV2i_=KSpDaX25>ZH&0aTLwQk z9?^(9NZJsZBZaK(rP0-`pT4V)JWU<;(?UT4J{}V2%GUsJ+>>d+zvPRt;B)3_{8$9| z{vhJ^apjQqPF>KN+wIP>Tx6*&LUJorJC|1_Epu!A614Mkz4A|*i7+^Jvl``U-s{`j zd5t*-&6sR+8*i5)6yXyB*dvuaapc4p8BM9#B;kj?+w=83@|@ixuZW<#4SBjFkK|9c zK%xn7G27}Bi$g!l0U`oGBA8PGj0Ri`0bGnfhmfG+A#{pPWTXFbu_)3frHlRLX?Qg+ z);o0a(%X>YcleO}HYi(rAi460t>vGspGB~bhHF>0lhAICab>kmcw81z>~kWcm>Df6 z3;xxG_-h*~z^RFj!|R;=>y^Qy?N80~cOdg;OS;R8bdhRo#Lt75ikEPqcp0%gRYx{g zoMA$iSj(sB8L>p~MWiLK=y{QD;yg_eU2o3eOp#MET^25niJ!Zk8oNdNQgoJ@(O!{5 z5hRFS<14gW3r~E6+tr$`fenD4D;|uKUCYD^F5f2KP;+-dlVBKkfvER zpwhWFvV{Ey@Dflh2-Q@F{R{_wy>N|_&*mhlHUyuDRSd} zJS{}fO}hk~U)<>_7Q}i=CnfU3+@($m`HshKj~`M_`IIF;7y5;4R_66^lSa1a4pa8N ze2^S#RFA?!QBBAY%`o~APvJ4ft1nGe)b=+BMlgx#Xl`-N*iXZ|M^)OCV3%E3T0n=IY5(;(K`^CmL?`lz9xqi4WO)APl2Q6W2 zZy9M|11_U3$Z`%=`c6u$KKaPzLSIeT`ey+{zZZHCs~a`T7$qCwjL{ETw#;}t=^S-r ziZzlJ11xSZUq|_Ju2u4M>aBJc+k9os7}q-Y606l=q$3w{c&M-7v!p_Iv4MZh$127@ zc9$FCR}s_R_b4YHIIQ<_LrrPf5fyiS!*)K)!!s+Vwh>jb}~zYNA-^ptHw;6ZfcVw$8b6xq0XQ}|c^ zp(Ljk7YP4QX5R>jpZ>-JL>&cfX0DxzQwd@`_@O%?^}T!ZJiD3ayp7yj{d^3H%##a6 zwG|LYX&JsDe=L<*k+!D;ZSY$)lwQSRc$}OZf+=zBYPb@H^H@i+6iKks=l95GPsc<9;+u#aFy`*j zd+|PPlC|aP>l;yRM%8oum-z9po~(#J#*x>4-YoSI*PS=}Frw?&%b^lW*{v@OWKd<9 zl<2i^P*5^rrj!bR_Csojr!;@yC=j=2lA z(Kiu9RUX_3e%*h(fWlxCzSA=pb$5~KJ!?C12Dubs5zW29vHTYuH+;}lD`rV~?twDR2 zTz>xiQ~i>?Jq1>l6E?kFj5oZ4GXiq`8!vS6cbqIsqQn@s@^c+x|5ptI9XbI2`}0i| zpQUMzr|aWTL~W86B9$m9RL+mvVjSf7TaM{|z%>&{!6rwmfLF3Xnj$7f17c9kDS^Pv zAWI^Q&DpGi+Zvg8Nnhhb@J$<@%!UH93lmR>`S2;MmHwzEy48JJF;I`ylAx-HF)okf z)J+Ho@cUbCdCQ6B_L+*e7fU{cjIKvasO*wjTuM(m)-=a=G^-vfw025fVE+`%*eO;@ zvkxy&I`%_|&g6rMC2iDpUY2wAexr0z(7L6nUdo>0hP;AjHLSRS1p5y~9!BYy3~hP* zFw7M-h$GzU)lD|Ex?-y&$eaIEau5JeNuRt{3w{tiq*mjv&}hEKC!eA4RFCy%IE zasVa=UB5AfIS=ZNxg13d;{y40l7ZDUHji(xA}dyf?$PQ+7fn*H8DiZQFD}lIEg%~? zid&5m3m0~ooY?Gk`UPa;c*Sz+J;L8Qwd#MHES;KY0BO14NSDeyef3aCu4S5il81?fLt!OnNssGR_-e zzu&V3)Btb&d_}g7V+MDXhv5<5?#|QZR!TT7MTx9pqK_* z%S%5i__CX^h6VTzIXdI7;>nj&=b+#~0hHb<nTJR9F zw5(gXn7&&(2s!vs;-U-K7lPHt%r#xC{=!Sz&#{NvrR6BAZXqr#4|@W3qb*v|*{EV4@dbf7)Q~ z7nYmdV$XKe-|7lu?Q~l;gMC@G0njdeiEYG1zu<#WS}jCDuB9&fry?J17W&!27CIv{ zgU%z|R_OYG=a-5#jZ;EgH@VZ$ihtzECpoc?ljrCC92mbeQD-z;U3=(gm3wISKHtr1 z$bc7lLPX%i8*lVJ1{69Ah9xTs7rizE{kmnY??qZ(i+AhJzDf$y9LEkkZ5h(Ij9(9^ zZP4FtuT;~fl&Duy^#tlM%mqH1GRcR;Pyo$t|B=T*`ey@CyQ_{_&h`bfIz;XA2Z$83 z6ujfQ<|X0tP{vhipT0avsh|5S_)j(M(uA{+zEa(4jZS|YGF`Doxk@Z)=sqH|q&Q2t z2x%wE@+HhAz13;jL@^lLZkpWmzI!r%kv}#l@eJl^Xfk2;E@Uw?M&PCV|Xp&RG zB3{hp{!!0`-#w|08SllqQFcty(5eHQ8W@?YztJw+HDeT@XGS|u3Sr!K+6I0B)fCVu ztcg`cdflU{#wNqTe2caujK`-dJu+G%s4C2_8;f$s+c4+@$>&#b?;1p>WsqP!x`oO#Ghh_H6cWKp2-^W&wu@CG;=Lv{6aZTZ-Jc)(g7^jX#>Ora<#f38D|oY zlHIQVxrwuD_H%d6iGuRo%ZogQ1<(F#k+T=2+T%*GRPs{M*OPx0(2LW6tJfk)OmH9F zCo|*!bbj0~cEhM*f&Xa-e-bjMchKIq*MY$g@rkpzLE#DtVy^ESt?3Vl9i|Jw%tX%x# zL}hd=MVYBSBd=%z(EL>?4nra>nfGBG_+J*FWwjuqI#COY?MfKU10bHe$=m)CgZDw)JWU)Bp%7|w_#&4dM2M(=9_?o5I} zAjGP0YV`nHd&skAQeOKu)!!t^CtGzak0aE{LPG6J2eFIa$1*bo0-v_`tYK6-n3F z^;yb!zfl0k{sTjH{PP3V+3=3yv?z!?b)(sz}AXf3pZQDN3an$4rqR_m~ zm_l`)&>WvbDbd#k5Tb7?T>6ocI+7NC%g--=eAfemKh>hkaPu82g}`fo-6(v4EKo-A zu~gYOO zpK;=T^0+BQUp7qH0YqV@TxR6zLj@qPU)FQ4^`>4KpS1#LTQ})DGo;W@jt$`;LBevE zFAcA9G^+IMMD}jWZ6PVXt_^emDV#THP55R2xO5xL27i~K@8*&6)j#b0^tWk#NENAi z<;VT%_&iC~$4|)J!>4k~;*A-8d;D~Z0b!78JBLlIX<>aIK9>2KZ*D%F^B}hPxd9>u z(aZfpo@ce&v*{Yl@FCla@b(_r@upZ{1aYhZCVBivrj*eK#v!*FKc(`pZzX{h zJ*(|?#)BWv_Kb>5*QZ$Pti7?BzO@6)i7^6P70*-)em?3}TwwxU#u( zE^9i<-28N&IAOiZbv!Tc;K8PCr=HeR%PKF*E)ZM6w|WrREJ1YZp9gy5Y(j zbI#J%q3v7^4vh1}i}hxjHSveR*;}|BLA|9cTs_sqEP;0O6?8E?hMK_6TguRqv|-C= zh|0PZOHkL_O(*<0$25I?=*^1wrMLVi+M}H42m#2@ulP6g_RnqnfWB*fo>MEWb-A>Lx5~T$qw~ z&r1p!v7Gewc>OEi!5UfcBRb2BHo6SvN>lwT-se)OpRMn?#oO zxFPA&6B;tGTtEs?9G6EA!|%P+GEY2pP{z^S%&B|$3vJ>L-maP(#}cFQmDcM%Ryz&_ zEbPS;PBK^!KSP;!y^7?xv`F=Z=jVSW<0__0aU;*%Y|BQ_n|KT_XVUQR)}{>Zn$JlJ zVpS7K;ko&((FXV_#n@a3aNhe`x1%PeY679q(dp`vfC7{-I;25){4of5#m{8$@p&`jO77 zfVbFm8I9pSedYFc^`nwgzl-uWVZqyPOY=03*J}mBp)o))Glg|)1v@>E%`%HupiW1( zh7l#hvyN8s!gT&t`Qv2Bffc~c{^B&Yh2?VJE&7TT!(^}FMx>7+pEFKe3&EH(=`Vz$ z65L&;YyxO~q<{9~U=*m=SECVA?R2`k6FT>XcqQ}1ZrESpzCLy`2M$I&LwrCcEU|~& zM}KmpeqN$=BaOQi7`2cG>w-sTuy;;wfA!eGp-2|UtJg`~3pGB3xjARju?_n$#rc0K zU{)mV8Jh%$#lG!Y9CZrG997rqfX^fHG6-GTu_rty`b~Ke*<2riig8LVM^UV}F~VJ< zb*EJ*8?*kc7R-bLbf%oxhZs$GdgAA_tzJtuOqNrSRA@0&B?u|# zO?u1**kmQ01|2I*X>9nGlOGXpXl?>)&<9P{c|RabSeLM< z2v+~&ozfuwKa6-?=_RdM*lj>FXpPrB!dsR_1#wAIPi5e55yG`{KoiU5u$Um z*L!VnguB$IOo{+cGNW`yGU;2$McNPjP9%whNM`eVAK||@%iQLrQH}2^JByYbyc14r zMR^({tXi}?x3kl0H`6aslvO!yQWLbw&0f(!%%Ep^CM@KwGpjFU68};($+pre$NHbm znM61p*W^FcTRCqwO3XY~-gdga-lk7)MNUklvzza*c9*>6|71)5E}=vY~QFyB*m7?dF?*^U|8SXDpi)?kYiwl zBv_KiK8|L^asA-t)pctk6*pFbc}zKI4BYs}=1{+Zn#Y|g6-omc*0DAKxkndTb{zmo zv6iW%1m#RE-g4dK@AGT!^J_bH#NU>WpQej?HhWwN0v>t8OEy?DC7RO4k1R|IR;v+T z?>6C7wzLEa|D5Gc#d-gyZ=S!SBc4tk^ZTEXYHr*onIgUFt<`QqEQ}V*_^;Ao=MwY+ zpQY2zP9@KeS$hJ2FE^Q+H@ke(U+38-F;aTz?0v)iJD*(!66DVZgY0)}q)z8++t`%OuybPTE{ek;vxrmmy@Q#o;5s z%&j;9{)c!e-anOpQb}ihPg!aGrkQ9bY-Mv5YCs6I$hH;FB9XnuM_v z1peJS2I_srdnQExP?J4MhmfkZYPkNBWQEEVSyQDSK+j1c-;*=%N1}!&4tN%7gdB(J zZrt5{@>|_n)E)P}gg{P?Q`+ z1CagQ_D5+#*W-?#{(efE+c`G-b6U__*Z+^3(zn_xB`I3MI^LrtIFI9O`t;*;g{|RV z%%o)~rc@8X))$XL37w7oYw4Kr(^6-3e}%Dywuz8`scX%px>ddm<25-r;EX4?vDQ-{ z@ne}17+-AJ=Xy>JUVbLI1Y2(Tcvm6!woZ?6n*!e#_4XgvRdDXeX5X|IiA9@Ii;G1_ z<$Qm3kMr{dh7w&?jo^5{s3M;oA;yAvL&4h-x1UM$E2TAqn(Z}Jj;I+wRhCPr&d~|`gU=O{vbbbI56&HysxH2K@3azu?>UYK50O4{1Fol+ zRiwBE+@n9wUigfnaJ*AJ4nUe{TwAOr0hz8>V%-8wK^R66yp?3)?#Pq;?C(7gH%<#r zp82?ZMnc6TAE?EyeOLa>RxuhPNYNo!1ECdnqQx5*#cHJjG8L`~J|~Q7wWrKUB@xdt z4Dd$M-^HN!AMQyToZkmbs*CT7-n-;=x+!X??)^4Gg~Y85JsWv3(%F}B7g9))Rj05| z;9BrzF^psd2!H2B#@NvNlnuZ$|0xZh6OkO(D|K$=jD;s|oY*rYvz!V^vvQPA)X+^a z_!14K8W-XF*i9{7oub#LvU($JC*CHE{8%1$R4+6gZ?5%i?J{`)FNA#R(AR-mip_Ev ziHUFm%>#9#KQ6fST?q&*;X-)o1%}Xx&Gw_zV~!10 z`mG_OM}Cm-6lYV5xgX->eiHje>hPw8^${D%Y*A{rUs}Qd;dFp!ztr79Y7o9Jw7hr; zXNe^~rq_dBvcMl{G?}W_Y1|2PP=j!=%OSBSwUPGq@6OsDS>htpn2?AyV)&zkM(A&2 zH%xdhat-?zd1Fq0rH}xNxAzdhz0QOJM~>MF0yIE&s?y?LesOZ$Ci04QUIgulq-sh- z2chwyX*-Wx!XVGJ?PdNw=Xcpf#Eng#Tr)KB_j5WI)gNzDY+g2nmiKZMfW4&lvQ~C)sA#VBUzP<^SY}myX2^Fqmt`KpK4Q3D#DqzY>rzsUv-G2T`e*T0G`U(AQ zogkDm6Y{<+%KHFAbm#5UZt{cbCuGAHAzwJaUH@Fyf4b$j6ZrYRW7!N!-7*l8F_caP zNd%yX<^%t?0uO;8UgLxd*k@GZtX9N5Gywa#*#h&P`>~di^p?NzLzY?Zjw4z6DhtyxGEnrz$dHQCzD{9aHvMTvi0*sX|xMW^}Q9E3PbO zD<2YuhS~o7%jS$QunMD>)-m%Y3l+yl#uLgF{I{e_+9$GSA80>ynK)*RCH^2Nw$92F zbhZr+cwBWA$K`#X z%MNaR{$ZVJk>H!8n39lDdEd*j1^6TZD;0RB=oPN~c}8s8I*pMN)ATgj++47SS6+b^`w}Gk5 zNgOQsp_%p4eYs7)HZe}$3%p@Wfs<6g11$W6kaQyLbPfmzw^&?0H1)UWc451x3-Oy* z`!U{GC?;R?aS7^NN_o`cSV&$Cc1lUgni#&;YY|!<`-+I`!>gnufi} zN{c5;^*=4f+S{s~UZ2>Z9S1))A8BGP|2kEZ5ziI@Wfd+dKq<;Wn!yTrNrWp&r||+0 zWkjew?q8M1G4<=l#PI#{SsEYJossSOY`|Pv6FPiE83O-1{#-A`pe_R5^0Q4O!yL}J zx0x;aO1VX#L%x_6c#7g4exGN9S}Oul^=ZG8c4~y z2OGHGQztWTU-yalo%gj?oSE`4Y7X*XIw=0-rizD4}!sU~^KA{BRFVIAtcUTE4f zpb4z7ndqq9QKl6hM&9W73obhd$Ewk7eEfF$HW<{opT$8Idn&R-mVmJP^DAeW0tvVQ zz3nLW)?TwZwUbT!wR~IJSQ5Cqe;4ITw2D3?-|=$CHy2!3b4C@mE6tCWhytzr>-$i4 zb+PX$GQ4p~cPIC?`$72Df7H`yHS9Rq>s>!t9Ad+R^h#iJ>2^KOp*fgVc0oHh06zs2 zpm|6>^xH2-Gt*#H?MekO1RWPHB!Xi$B=4RB8W!wMp&)4_FyO%Vy$n4UU$vtu$MJCF zi#zZe<&5~4ddoPX;^g$^zFsXlY5Xibnsr1Z-ZH{DQ|I=MP9vUPgc?cQrE9j= zyMXziRa&Q9dQmSA2?*qq8VpZ6K!YVlM|*VjjRQh&vF65L&CZMT9+7J2rOp}kSffe$ zEG*tYdP9=+80ro!G+IOGLEBHgR3t3@GEt3lLYE>MNz@0#|6NkrAOFEk8F*Q*Op zosMKx*Tk4!n1j!FPEDUWDoN{95%IPzk-`W<)=fpjKMyOo7u)NogpJnk@tfbt( z{ll6Eh_fVW%vSIWc6g_QhVZvXUd9$#EkW+8@-P_rEBgW+9?d1RW+CZ4J1Ww*BmHZG zhT(z2lKx^D^?SNJTlfj&Pd`Qk&J|w#lugGum_Qc|Nax1B*?-{V+OZ=qv*^+{cHBQ> z*(tFxr}&Oc7tDXa&Z9YH!U*q0%8BlgHtVvS%`vUGh?4%;Q^%4p+Ta&h$x>61u1NLx z&}rol=eXXSTPD*CTsgh>wo}&*)>|`$Y@|RYROXi639_auN=zbSdfmP_Tjw6vGJguw zq$h-~jO6UOp>WL+d}t?2ky|@_R=Ig65?2L2K_R)MILDdUa_mQTNyXnNxj|lz5Z0zl z$npy-9e}~g9brDN^mfq!Yb(tkJKes$d{#-Rf5WEr9j|h5y5nHXHKlAiX?is6z}{U3 zuR!t^!-k}ByZHi_^4s(lkzyH|DcNr6k{GO4?U|wP!wnNgLU*6-`#uYcHoMUdbI!E_ z*s@8E$A-Gd0Q6du!qwP!x)DfrFCZ~d4K?w$*@tuln3R_Drt6E#wDIF4+y?_0s(tx9 zH2%#T-?tro`H_NmlJSP|iHEQ)S^iPmH4#gq2`Ww7F|*7<9|_|fj?+nVR@z_TA_sDV z(X|V#+DM53;umU0^*1YAa7^ViW_Y*`TWYnF?zKV+-$n3Fy-CXguj&JKz0TA=P4iDT zr2pLhvRMUzW71k*t3*W-laQdKdW!_5{T@dc`!;)Z@7t?rv5E;GfDeL^5I}<>%5DG# zKrAMKzxgJwfW6n9-}Ax}E{hG5!F4qa+)lqc4$TQ)qo6dHmWr-dQz&UJ}sP+P^Lt zBG$wVU@Yu4Pdtb3Q~@4*uXID}qnm7O+T!Nm_;jWPELJW zL^Pm;OU2bn-#1lJ$V(bxP&1UGzm{Ln5B&?S`YiyB+Js`_f^t*7CXO2;%2oLLD(cP^Qjvf@Vgc9{Ejk9~JyK_6$+6tLy zhE6kAQokEW=;yBwJTI0R+ z4PXYO$JUqw+TwWLv3M(j#hd6sXITy3`ckjM9rTYf(kiDdyn;C`=rX`s_*FGhfi{?> zU5jc%sK8V3(QnO3Eu~RS`}s!{OO;j0_7#G}o`cKU_koQjPpu5NmUV&mj94kki5J@z zGsRYced(80MEQL~n{~az2#YyC!NP0T7FstmRjQ28Cx>U3;)?r>D`repRgO}{zuy$M z>Z0_NQjp7L1;-ZM21d)-C7E3cCf7F+Y5(gXq(U#y7Xl;*uSDua|j0@|8e%HJ=R5*Y1pFZ6|l$LPZy~Mk1+|4kH z2BuWVhncPiIpc3sJEOP{zHCFWG(+CB<4P2Ni-!bOwpOLb@y618wAE1MJ(_Q-0Y%8M zRTKklzP`D3oak&B5L5Uh# zu32P{$WktZ+K&l+uAIkqsDoc-FApqU%Wy)l zr>G|7hj6}diu;Q+2HL3a8K66Z4+(g68h_{xHoN!8`rd(!%rJ*2hcJBM+`z#}8DyJsH z4__N09a4{l`>qZrKfY{}k{|aotWl}yg>U;r8Xqo)<(`#0J)0qk@e>dKoITDbKX|K9wXjhq%hi(5c^qsb_nO(7VNFR9r zPOzG2_IcB^I5Bwea`iS@wWhtB$EG6M&AsKDOQG2>0Xzo%F~?+YLG zUmFAA$&~(7-5a55K_pOEI70x%tpke>*9Pe+UpH!{r?f$zN0ivaHw%WaFRT)ey*EPg zv$W`%!rvFVRg%;du)dg-5lUPVeRLv?B@g8Edm$5+vSo$L(@HUPSr|kL;d+Hz_smba zh>|w5_IE!W#vW!$aDS2qahV;$q?YPw{`Rb%K(~tjw`d1${g)86Lx8i({H4+6%isgd zeqO9v5mHtfRi`x*3YIG0c!$*~znE#i3@?B%WF>~Zvc}r8J6o}l5Zp7bbha(4Y4)Zu z|2pRt5-srZ!1DuKbU}oy=t%GDpP{*>D?>*rnA48-Ulu?I;dyr}g@iV#mBH{AE;VI) zPOkxN%5;+ONL?ROZ_U0lDRStea6ZxvcJwyfcBH($*SZ*3`q2rUiLS+6l;fZVF>ho5 zo)NB&uSiU;1ZQJIcXtk-|1;MNX*bZahSeM46|HPj>zX?BLdXfA$%* z;9Fa_S*%L?oda<2XrCBJHduy_*bdMztU_PG)@>%7pR!a7`f7A9D>3EG!sEuthh|Mz zjCjG8)Z${=e=TrEQq<3WGZ|coZGVEi;YIuWw$jj8MylI8>OKh@*35dti4zRbo z1G(!s>JSsnF8$w60*n=vN$!-MUaHJ*gi=9(7Gel?7xEcL)7wb5A-CrnrL!0R=+?}6KZ2xeWTqCe1Padw`V%mcswiBdB|J1F zvuHZO*T5VM{zdWu;HO#(?BS~9ud>_5`QbA&=a?9<4V)pbg?X6kY)I20z0O7NYdJzOQ&XOYLq}#&@Z4Cm z{{9okk-lyCc3BhEFfa0)Q^R^t55W#Lb-E{N4O}M;5R&S>#=i)_#`m>IEI( z>Fm2NtMmPV4Z#ZCLX<6SdhqO>nJ>6Gb6X&zM!k^s0TZ13-9nbtVfYzOc)Gi5uRqJ2 zrZv|AzveDp{!H*lAt7ReAD_g>PSjst+eW!}#BDl~D*PLyXgSID<069?c!BjM zFAB^B$W=iFFvJodudz)T%AS^wKY8B#b^?XKxXEGDDyR4ur`#9!G`r;$DSdK}6+|ij zmSYXE34iD4`|rfn_p&B_(yBZD#?yP>CaB5Pqhw-^`!I=AW1O^t{@HKB0)?bXdxJi> zN>y<@jbYR)#}^a$?4Q|kviVvgp*M4`^PUL1uAIN^NF1bDA)OB;$(>ABbtByu9#?cB zYE0|c3uwkdA|@Nw=qlbvXBIash?@}B#y9V;CTn3N8{1H`XZjA$vt#DPg0ne;M zV=b#k9H^Z_gNFv!<;lDce$RyG@4G{afZad^64F>yZDC=yzpo- zpq%0@-=g>Qm%?#fEgR3Tel?l#VN~+x$#L9EC>r{f{_c+H_RO(FE58O($SD%$ep!me zXQ$iB9JY8vSuTeo*8?+KRd&vX8gTmYpT9%z6vtg}pC=>jyqO`GgDQxQQ4oJH*eD`h;JSx3yn#eWb zmG7RZhYL)Oefg^5f>x!9=ZJmqREt8K$cDoyG>dN5Dr<^c;&Oc(moi!f)jC~MFs(xdrPv2lAX)#Xwf#U$Z z$ruVf)B7c&YR%(27Hz82d#iLl&udB!8vU}&^K$O_n#&*NQyvNF9h{!87R>9j?=;jAkp>xtp44sR(JK3sX8M!vd!7 z>NGRm6tdrH(Cf3oom7W9(6`(=k)TsnbTU2wv61e6n%TQB#hN5xPkH7kE^>>uAtkx0 zzOM~?24Yv+DS5B&-oZyV%IEO{<;c*ov7#g9+i1M>q6t^5Vb`%f8Gee(q^=Ln6fUL*JgExp2VDpLK9 zFp*j{zV$I#PMTS(==u5fP<_LDobI03vJib=_XJ%}*9N@N)&UmdA5QVuK|*qR!;J~L zzc15+L|{}vnVkoRcuaOJLIrmKc!8Xrk?5Tf6DB>C~1EtU(F z$oOfir^BvN3wV|;=r2D%yDV0XdDoTYw#X0aa#dUcK`o3K-;`?-R*5ej_B0a$mdDZ# z#OAHCryYB{gw(7FZW&GSxj!nQv9bf&vhBWT#!2@zO2xyFCi)in)rga zaUAs2>?*W;&cL|Tc0jI3f-)o$Qc2l!DG45yy4_F3$o<)Tyx|QrrFnV!w`q#o{O3t# zFC#y$Q*$bWeTZm%mM(eFWQVANY#-HCLL7JKns6i(qis* z3>PqwCSjTI4iD40z|5MIznZI=}!7{jm&H(E`Y{3p&(b@gouRD?? zr@8S==wQPsyf#&AZz`r=Q-hnE{Bt(eQvP>(_7V9O#=n33Wk(!j<{T6Dq=2=1AkEPSRA>KIV{Nu+lDv#kHvZwY zHZ6}Nl_5A{;41mcgIDia-UaSo1{DO>EMwQ09|2=lBv^&SXOL<}1>eql*tg_yAe>iH z^Qd1ZZVI=ye9P78p`plO=K-V!$bm#qp>6yXh5}eL>9o#+ahnjMNq^zkxOGgBcY6Cb z`SSkQr`!e;yWl`V2_vU4B~ zmjyM5+Tpj_hR&m5X9-`iFBzlZy!^6yQ<0#-y)Q*bRXdS7@=A$dwLg`;*bDH zX7k8q*@SuOGZ9-Zt98=DQQeG_tc~21dIE~$lKdik7#(shRKDIAY#1I<*b*LZ3v*#z zD$(u*iCXQA(xYaDxY~Xb%jNN80XrL^xQhK$_wIUyS9M|Kywx|e)Ty$-<R>W>MnqmbOJ`Uh?rN0B4N=4H%(79%M1drAB)`p+G`~aFt+- zknKg+6b0IZkN;XP1jtYP-AOAnKZ(QYeR*<rvaW~r86>gPOlN4Ekpkr2sk%x6H6|M= z3+fEz5MpZXNNjZeS=M-ZJ-FjRe;NMgafN5FMk9?zb+~W6lXm~DI%nJoMk{V_FrQO! z+bWhu7-yHu>b%_*dn2*@yG21_-NGEDLPFy-SU8n4L;$^nl!{P2&-k}GAcnDfJMs@} zI>3~s2=}~POkpm&rAG#=+{W$+Ajr7tvm)06t*v?jz$0|cwtDAO~^)i z6kki6El#$w{CDB`Df(FY^9{RSlse~{RcJGKQXYijfzUHZeJfCio3orc?>$hr*yv4Y zHNwKx^6oUl7_S|p2mWo#h%G8-wnTo#8EZFX`NLzNia$+RsMV<~d(W=&dD`cT6WrN7 zYUK4J6Wofx#La`cYFN89f*2Q9UkcgPS{Fs^COEH9L{?pDDB&I<;b(BMiua*R5y_X~ z?nZuA?Vjrx*CTP~Qd@6#K@>Ms;%fz{0+8($-Yye_O`vZF;PJb3z#(Ghsr?0(EpEctSyaJiFz3bIEs zpx6#VXLS}Km@ ztbadu>esZp$+h?aN|dM+dTx#dc*U^6wiyuK&Enl8i@>O`vFPqz2cYF~muAE%u}{SU zaX5X%p}(C)$@21E<2f#E{S$-_y?Q-qVVlIb58`uCxn0XB8J@cMECA@v`^LbZl>3i- z3<1fV^f)~h?LcUS}Dx~%%9u{eSTmf+9qW%K$>y%7za-Wbd*^UB)7EK zL^WKaiNDQos$G8qo}@Ho#m%RaJ7V3Wo!Th*S!TtWc!(^gA6t#JtTTa(U(IIhFQYG$ zr&Eo=Btd*8{G)KGPG!waOKmXOS|Z&V#ukhGJNr6dAdqBsAEa?+3HqXc9|;5hRt9)! zN6_kAEk+)8uomA)`!tF&ogXUuK7l76mY6 zJ(b(Mm1#V|H8}#RZpp=)Y?GL=>foYj(!#s%D5NNZ(FYwslwY?7Rwf9$yxy*0{qzio z&f{xFf{(ihs*RY;5mOY?5^e?3LS1TLweTO*_PZBQEhRc`%Er>Vx8RkccmD&OTDz3w8V> zqv_r)@P6Sre~!7pDHERf6jMp&`(LRw{=Xxq$?$Q^4mH4>QubQG-tUj1Oe88pvXVQ0YRvj}d_DC*fad!$=bfd73=0Bs44zQAeqLX04G9<_s<_mB7>tuuC?DE>&i8k0&G5M;Eu;o4Kb;woP0h= zV(B^2?cqqVOxrfp`EF$ejdNvr1}pG`P&~4zJQr=H&KM7 zjqK>ZyoTJ=-LCiu^zU&XbbbdMZNathw}Z!b{Sbje0`ka~A8Ee%HEE|YesntR=^l-SPTm3xn~yr> zKzEa2=FN+6cUwe!xvYwUwE^W9%+TqMa?SfO0GyqsVA;HdT#7i;{IQ}oHVauIF@ zNY1NCf6{Di!Snmk!nCI!0t0gu+i7vkY%0zkDaB;t-# zr%v&J#2S&+wxlm_{NOWgqpj^p&3QKU!pbXk!YY%W*p~LA_p1u ztb=+BZ6DB0G_@ejK)w$-FWkW_S(2==RS5A)@!FzdX4fj()R(?G--oIp-IXXU!*f_j zp7a-miwDWrUUA*O%s*NDEMV`pLMBy$at-G%iT~2oxF%=F8x7i4d=`xc>Am7d#a8fw z>6p(bjcEocV>wF1%JD|fw{AtsNQC3Y%T#3nh}a^28m?7L8xL*a()U6?6tr?*^ZN7) zUViCyh=vU8trnE#1ZNv~t0mql!6^k28Y6NO3=>T@-TUL`E|&tB|2Sil?bh%YSe4vG zw1f@WVlyItq_bs^&8Evf0G@Ztyw?%4sws2v@1&~BM407E8Ho2$(*X~Th+;_`upNH9 zC#vQox8I4_W)^MOa`y;8f7ok9prZcX_lO$Zj!O;{5jna%3@AA@byaWDMV#D{ z1vg<)D-&uf)Bp_7F{uO}x^;38Z=|LGa0zS+v`)~hwV7&?Q;5JMACi7Js=LmLLjYqK zxvKz&g0d`VI&TTW{)g<#A*PmRulCcIZD#}#ku7mWdM~g%1<;iIx1BJ+glT_~K%;)w zZkoH0u1-Q<{{(WZqy-Eew*T4rBiHWV{>S`%d(Qd#XTkY9A<{of@FLS!vnfn3LhSv% zS-893Ugt*Y)1QtmE_`FUv}qAq`%$$)4?O>M0w+lXg9HmlUJf)@h9)3^Et9dQXvS?u=<~b7|_}7aT}!RFR*3r$=0_%Rg53UXhA;2>eeW z^CPO5sbc&hDjx?6VUm4>**e(CDXPW?hY}@9jX+XnG}V>WVx)ezBiNqn;vFrlkLTA? zi7bJYhA8hr7!OK>*CEx=#9^=WH68EvVaC|g>a-rZ(_HUAQ*a5qWUqIqaW5=Wci8pn0^JJ6x zfD;tg&QidclX$h+Y++H5F6T0$>$QK$3kGDUr|@1~Ug^b9IC1lpqIur=rWifl-X||{ z9uGs}4_1UOFsvME;Ro~zDXWiA4;unSTR}ynoyS|AHF&;4`|-)b zOYKHfsddmYZ~F;w;R`PMe!lsgkUkku!pQ39y@6R3RW^i}c$4xY@nEc0cT8o>i8 zGlZ#s(-}5AU~*Yg?0b21d0$X&i(ssu2>8NZ^-h*0G3D}G*%yVe`I{V5Lrh?Fn8Byy zq=QW>$Gf%*DbMgQ;-x8C`QtLc?aJ3}Fx?^f1EQD+mRk?fPb;+-Jp2gz+%xt#@);)h z`=jfQkKEK%Urs(lV~63J(%Ge{RJqR*A*WkDr~d15>t9n&_wmUHMPjID;2a=qG49Sq_OpYNcNz^;`$8BDl7; zl4x)LnhdE1{X4^I!H7G&qU=&#aST85*x=bIae7+XTkc8vuNPqRy88duT-R!eG)=0d zX9vVq^n9Xv1$rl9Y-xhlxeKV0FLU6IuL1L5v0FQ5mbAKzEr8d&KwB`sxR9*pnV{N2 z!soh$j@FBUGBIV82GRb&I-dr5trF4NaO|eo_q}YHpK%dE17=9Crf7N>iR7nkqh-E4 z1&fjIyj_uq7%Gjuq{79|0mSr~T5PnrIss$m`t-+x>EyNUFwekvq4l?#$WQI^P|;Cy*b_iR1S9CdqlKeUccTuoiNhM z{I?##o9bups)n~LVNqpE+#BbmhHE#eEdUJ2zGi z;*m)#bv=H4g%8Uah|W-*4;?XVxYJWvBTjJLLL^VEmOPjO{qo--K`$4)U z#$Q)+YMG@(u6j4H=|;fmC2A)k_FxYF7iD^I*VJY-BwbKrcFB z#0Z6#hW!%}6i;ETZ|Wi|!aQ{3-MO|V((isBGO<8;yhTTyE_;uxY@Gmbioi8Htnz1M zouT7L@xU|)c!{Ah@*hsNNO~v-vG|@9ZcuT6RX_YH*6U}xWR?K+EQn_iUfTwL%*1i?iLbCm&(v!JEgW&p5Te$1kr|>J_T>QBVj)9{wJOLcV>J>q)1P z<44d-wKV<3U3P%5=r`0!O2*oayxYSrPw&N0JyM9JT@}vr#EW?&(swS(Xf|`Ri+39A zEb9QV!I+3kSEoa}$V=EK7eTP>o@cnqEk8$GhV5s==K^L}nk2>Z$tbMDbW=2l=EX_% z*Ls&AJIp$ZQ+2})CHIY`Pg&&6{}uzN3g!;i{-+nfP6IFs{i?3pZDyL9hesa{UKFj! z(W5^m`^eY3LlnFxqOL&d13%LPx+}8>Mjjlpp@+o`|DqE!d@*m>BFWdLkr528#@HAt zqulA5?_=-b()wD7N=^|^AeQ7{!wE?`)x{>S+^X2H5!ct#!Wh3R8Sn4FFt?7 z2QX+eW%i+~w=m4IpSMsPAB3#bhYikQaL$gsbbox_ylp0q<-*&+bH<6Oq<3;qs&@Q28{0T1 zquu>|i$zEeBiV z$l-O`%}4H=9*>C}uCiS#ayw;Wc(&UW8IgZe`CnjlMmr6dI-@wP6vO{gb{4cAxD zx@V8a8&vp-YHj4vnzq|Tlyl89HK&eRIryapPhA=#RhYn!WVw^fTFET&7mArfWJQ(-Hn(&;g z80zUVP=3p~BpL*mJABqnNSAT?3xW!4+#N5rE!Nh4oE9yNqdPzB5W$$dGw>r2!o9fi zQ;-k{`Yc6upYw*;j1)u2O+~HK5V;2pRL-J5acIHFqd6@IM=)Mw+IcZKb4VkTcZG<5 z$!O!^{AGFbw0>c3(fW%s)SVaM6geNtQD$Y;W_2IMB8&HPWDI3m^cWAyh>xjvT|p6L zk)*yxD9xO5`+$NS!r2Ap=C|rO!-m+1#LkdN3DA3@A3dM(sWw_JnCCYI^EU^M(Cecr zLwAT7Avw<`Mn-dTp0|n){A*pGC(BVVpe$#&#@w&v9oV>S-H0xU!9F$#6?UMH-E|mA zerbO)i_0&4W;>cDIFgzLM=14fa2U1tYRbBGx+*uet#6y0$Oq|x8ncU2sfkEJ^)`v+ zfS1jbFT)x~#e#zY74nKa%Q?@IPIk)8fDebHcnB#HkGV4NXs4~11c}&vc8bRkr z)>-m{RHAK2dV~2;aR(6(G^nv3TmPQL{-=2&8s6CbV?hKiTX&r*bmR~TPPpFJ(U-XC zsRKI4044rTE;sAEDLDP@@w=k}9~STVH2{HK7|46SdgR65q@`~wy?iU;&zpOY z>J=Cxj#l*Ygm9qBHYY8vEF8`77@jH0%GCp!k>vxm4W4MmsNe?b1JSz<^`G zZ_4HV+up2o@&0KmdFDQz&)Y|~531UEk9nf;JPjaUMhgGnw>I=nsPNYe!s~j8yg`~= zKUrNnDbka0(|S=U5f<6*mL|Tf;7ZpYpysj|V&(zJ$}y#JII42CqYKn(gkk7ql}xa+DR<`D2ysu;rIu(Uaz-VF;)cQ z0B-LVtDRE08;SAh{x&(Vaxj@LRL_BQ^w?A8<#7#-;%swHBg| zd#-b)f3skh4+n16qEI8Jkf4Y2jYqOEl7C*Nma#oS&llf=>Z)Fjc?e9dHR9{JDUtJ# zRp!zq)ldJ-8zIWN1NDUL`ni4>r(mR%VXN1s+O7V}^*9bV`y1oY&y;1+Rr72Q*u<^9 z7+!&o?eZ&p3E{k-_RltcCRZr?)f)Y?%jge5>=>(5{Ek4dL!2NALZMd1_to7VO@bMu z;`f!q&^BQ!BAE(BQcP32(-#_+Nc>pixd)lzq=>U!GdY}kQE0WAX463%9l{4co34c<)FjJW z$iTTbYZ+-Kfd*c~*WKlQmZrKwGji9703NCHCv3J8Y$*_yWfPcW;3`@h#2}W;zJN~Y zH>5(^UJiIb&c$IfZ8?3n|Hz3apB>$=*9LLoXMgMGoy!JJ>UfEjbTQ1G8sDhQ3{6MB zjU{Hp%P$K(Bh{}Oo8nNsN%f3pKe7X`9HS^Yk202$zG&-1qpVTwQD8B*&x~2E?$V2* zHH3ZQ?3F+qxA&S&>1f$o!haC_pMw|x@!4~I>-!`uPMO7-7a3(;h;lx+c4)CI_FY5K zD{X0;#50i*GdrlIFEd$c0z{|~HEQFda6&qxi5UmNnRF~%9;1bXF&<64d}6(Y?@hf` zEHTqdHm7?Xl}z}$slFB1kQ(bZ(uCvo7FAgGT3w`Rc}5SXyp5YuG5jC*b8d+}UX{R&0J3Y;+iH9WFnpM6gchyB9md(>@-y8@E*<63wEMx8$*){z1U!otxOOVI$h$ zXw4@5;Tl(|)jUcxVc#^bOI4dFVS$aptBRw;qj#{<@UjJA{{6=vB)1XK$H}M21@!(o z2`fMTx{a4=pNUB0MBzbVe3HOKw=2u~Igw2jn?X<0=O;RmGMj@KY})`TAo-jl+=Vd_ zb-1h(*5A^!u=9&V_blA5`4Dy1tJYq^-$|vX@k?zmfwzjyZ5sc#EupoL_?yw)qkRsH zIWjSqgM&lSSZTX*X@ecXN*nF=_uW~2KlBlN?OL4bNXeW%uoJCF>sDucF#tYFF8{C$ zI9nr&JNi7@ypV@1kKeu$l#i5M1doSLw*uwYzq(bk93p56@~^$+*3M}!^O2z)$n+~9 z-rYZH=SFGt-mCW$8~&&FRfBrOt!XxcRWbDg>|a{Or%_!&(`cZ2Z1yCu;tcllhY6yXG&MX)I{;G^b8Y=fU#R9Bw{7-yZA`sxOob*7~ip zyghH#ddvV=*V9Olf`4P9>Q;Mx#f*#t07kk#f3*#qZC=a%T!48r040Ptcx^Yws7QI~ zNL&Kif-!4~xsNxv(YWXLKxUFRkWoFy_jb|?;2Wn>pZV4TO@>hPiGs?Z^)q^tvPp6J zexC;=;Decr=I=fj&A>rob8ss?ts#j^8ze$z8d^T8`cHG7^0oE0Gw|$7-`wMB>i7Rh z@T&?3wRZro{v*gaggC9q4sQ_Z%~3OAK4lP&WuNDtxDDU}Jy8~K)Whqjdsw=2oaU(9 zs-a>T8{b)={s{Ou*p23}%m#GMrlIW9)oPPrr8xL6rTu+$wr~4E*@o~q4{uojElPZe zmzTYx(Fh7xGqtmo=}~xw#sy?P5Ulwwjz9m5l*rNZThyYZd_4WP$-I3FfpW zxhFm!q2YR9@*uCo(!T|${@LFpjtQi1%-WV=l^JFkK6A`=HJwUSC_~*F?fwP!`WE67 zi=0`7gUv?sZZ~($G&99)V~@IvhwZ5HjGc1?W`H5MG0#@0_(a#+`UUAT^?T;B? z%veT>v`v!E_0zBP-YPAhf(V1WB0b!K+A(zp>E=G4X7)T2Lo)#%MHhJw=FD7o+;5&u z$o+z?E-hsA+_get*^iM4xCwC;FZFUgG<&M0`vDjHJ$T|h<~$wZ_<1}_n?x0qg3EuzEl+}PDsMBG1OONpjA^Al!y9<82M0G#<2-JznbGSe- zq}vgLkRTkuil-zm!$xyolg6HPe2ZM{vTv|KGQWqq2~KY#RmMl3qQY1vfD&MRox9NI zZVg9_{vxdQxWgs8;8ZYbWjjM6^U{ySsrxze0et)FTixV? z^dqt;b=0haYr=i+MR^)=%p3p@*!Xj8RY!^|HhdmT@4AmdF|Zz z^hTW>9x@1OWvHnJ&i~M${@|avJXa(CH8%DuL2wPA{aT25S&jiU3|3Ui{3saB*PFS? zN55x(J`GUu$8~9&c*2Cg(fhPs^3ik5rxAiz>mK#sUFCua*3S70fW)QJjy%*SJTD5TI1Ds(t_V;{{rie6d($KtWv*W4T>qqRnE zz=a=Y9f5*R_Mw*b|6i`enI7v+-S|c7Y9T68cnDT58t!C?pg0kO%#idEVZl zZf~N>!LYx8S-CN%7!KgDPRx3jtiRN_Sy0Xcwr%bmB}c9|y%2)xGS2PP{#kgMHDY;} z0UprsJ^AzN1pK;;n*S@r88WhXTIzN|qeKnPDxWN0K^JMgV@mDj0dKe>Mn4{HZX|Hu zHv}^0ETXe#)wy{La7|xXT5>X`_gVcl#YV!TwH`X+a?=1^yltM5qwn~M9Poe}4^9;r z$7!c0O6n<-U+j0i;*u0zOXyjNf=XeT zg=K045R-WN2ziT(-dCLAjylD{#*C z`h++>h>a!nJ9s6a39K<^KcH=$K};@wGspbem$!Q|5rnvpyQ90O$~dB%zzs1+6t1HI zg{uRD$6`n9%}yOssjT8Q5X8^zi1v!od0doxeF&hf4&9#I{(>a272g}e`9V}EdJn~k zjN~!Xou$IxF4KC*6{_ja2kjdH>;&O9;Xm=r<^ly7;28~L;D0`J_b&^E)+#7Roe00j z_;lsD6AuvtQA{81cXWUa#p*!wMHM&Cp~`BTJYN*E1a z{2)4k4M8b#cHwj;f`%Q&X`)l?EXU`J(8X_KnSMVl|9#*==iO=k$Nr+ZCUC_;#x+??=D;6r7#cz;Ho4&(F%wCf{wmH;X1A zM`YGPARoGEiImKbHOIfEFN{6w2MIaJz1!cP&%{A-`yCvdk9y{Gd-2md8+@6U60T>? z=Oe5=nuyR6Xq11U%Mi(9Ks%;&jI-lpaG4mq(~!#zM@ZwB0ex{J8MXH!wKZMECL~U-TW}|k%Zl`us{eD5iEeHTb zk{(1<>SqT)q^^ei>jm~(L@B?DTUm_L(SR>_bl2Wrt7nf8+q zqb^htPZwyYpZQou3pA#CD=$He=PhE|?4ERr$uM{Dl4y1W^#ScUg=VVU^r@~Q12K!S zC3zQ`d9BbyC+V>xCJD&8EzMuz*ry_GH3%ct0w-y|5LXT-19;|EMi==3&~ZbtX^=0W z{FtqPr1cqllVeI;h{Y3=lVPgafq6?AgHiGjGRRvSF6; z$wsi>GFcY~!bMvS5uNfSEjNn>PKxbu=0u;xJi7zdFEfdH%^2z_Z~faK&JkXE*<|UcCJf{{H8YGe!joL4dAJ zW8iLPe_M5g$0Fwg)nbL}m+|sb$-(7}Ju!vy;E4>d;%tmV2#OoY-Y!L$AkuC`#Rk6^ zgOAVYbw?j3^!d?{;L1)IgjG>HOQdG1CX5iJuEK<%rs{!C%NOTuWaaT{s))mw7p-Cm zW)IO~d2QyZ91YbEe?#G%=0q6nqI=){H_swJ&f|fM4{T7(?>I^Y6uLd^fx2!16xwx> z;OWvyZW=kC*SFn2leh5`2&{fN(zl5FsdbKQY&=yrHs4K%o{;f)+-Gb4kYcX4nzjKA z$wx^A%z)<5<}pA@@H0wfXF18Y!&c|dn_Tn0Bfe3@;5$-^y}Xr9q=kI+Saq2MI$C?( zm!W7;E&$o~kk0FStH#-1;1CZGGlS6raI8Dq-Xhe zJzjlQ>%T5~$(YgG?aJKuZ?BypT>@1dmkq^V+u5=u^-qHmlMecuVL1dOB6lV=f7|3d z6dIWy(ad~=D#aWG+9FWo;6iFn3qmpK(3GDfcWyOB`(Nlf$Vb%ZN|F?@}e-A)kln$^`=C#eW#Kw`CuJ~C{3&@Fu49;c7_ z-=v#r$p?pASgNr)sPNGqmmp272%E~e#Zcb3Y@(3<96bP!fpU-L`ZAoJye|EZ0!7N@ zaUk#G^USD{xeWfi_HpFA)XlJhl7B|yf+)BExGwo=)0|i~eV2I5MYBSk*XCC^Mljo@ zGwnNEGr|klqrYcr~{HLgPl{9#=8OAs>(Z6fUn)o!r-=2sUtVdZTRavS9)yOpw`UOs} zq2R7Hoat;RlRpNFxrC^iuc-4w8-Z|SQM(oRYtSpu^188fB7Mj3x0_q|z2uQJ-wHy6 zaAUaH+v6-|E17pHy9V@|L;r+pgh<7HJ3M}FKBFdANX+EpPa324_x$OK_&cCo0e^~@ zF1`F-uMFH>=fqwtj;Pjb+LsRN{F`K(K^1A#lJHHcm|2mhKahW$OL>|ytFBWP5yIHZ z-=a-O6B_qGQ24iT;g@ceNbScO=(;|y|BIU3WwePuv1*9LuMsWXPov*{*bC^}cch9L za+j5E94vFQwSe3lfmAiox>dLXbOFU4PKBZ=u$cKJJ8M?wXP6G{<67>#;eY!nKed6gu1ZAKK*KQ;qx-rL zzWyuA;%aGt1_9q@fM1)BR)43t;Xi>4d5R~5i_ETLyKeFxO;8;#Y(bY?7NAJjj)3=; zi)aIyoN4^cct!){6n@F!l8Y9c^tN%_F5OUjj611(AB8DH$*xF%T{gI7dc{m5X^8%k z!`BB81)v~)>7YGY_Q3IXhlv=4j-nGT*#G@Z&Zk!^sf&Qa4Pu+} zAJ^u(r9jYdPT3$2bu&%vnbo974e+_Wboj3q0GgiUf2PtOR${L|>PK}7>~*W27y31C zto99kgu_`GdDHQ05^Fx@huBdBTsOu&Z2x0&*|d27s=H-gShLvxQK))5Zx7Q98VZ+S zLBD@~_Mr#rfQHg6Gne=|?=aaLqFvm53M!BHKCnc;BAy>}MzKNB!W%~s>P^!Cuy-%? znM@jc*_O6sUZtiC$E>LC!$9A}q^C;F0sb#<-5>GUZfSn1O z3NGyewIHfRqK4NGMj}G4zr}tG!%qBgLw~yfZdzk!HEf+Y){M$2BM}?DOC*+4hgTW< z9xry(8u$by?id#I6R}@Lb#sXq408|Wo5oWOeaNiy(b5F7aG{VdI_L_R607EmnKe)i zemNZL)Wv4l8k05G8@Mt?eH&cmG?6z~T1t!P&GJAXj%q2XZ}3fglp8Q?%%r+WrrNid zYX7ZBrB=hU{X=N__o^NnIb1S=SKz~!02CNwmniznMV3`w+h=@nPm@MHAv_wqXfei- zXTKDg_s3O0%eg?yaRVby?$mBmFIVM$(XaAIcTE&LaBM0K)bwCpnM+(k4pr)pb^?_j z7@U#B>k)CB6T83A#HwlK?jOp4dUtmfE2kdG8)NmoET{N05$v{#Q1r&O?dV7{3YMK` zG5+XfeBxB(v%v%quA>CvQ>mEna3oyf z)xhiEzuzS^8TC03N|=mIiXdvyXulbTL0Xu4SU%!+)BGax$3LXmyn9wl zsjlk{Uc2d&n1;!_ALOt<8&LSJ_YwkfZ;oeSgqQqgwIlp&0T9Qu%8WJ3Tsqb%qpE}J(;F23EkkBc}nrW3n^Fm zeGy<)x?$2?fy#s0_Vs4Rzme^h0o73%ecryaYLG~kX_^Cgbv5&wo_OZrF7rDLZvHjD zL0QheiEQ*YKngLXMY-Hu()HqFG%b5H>ef-V97*rmVh^9jdBa-FFU|T zKm7$wXj~|Fq8*F>_jgu94XhuYDjsdZ0w~RyoJ5ZNz_jmx>zTj*=n^W0xb&0uauej0 zApD&#kDWdU+p4nWVIkkFQ#8+VV-p*fjHRv{y-TNW$bCxs=N{nGO6wZu$8mXqHE#HR z68^tqA=}Ct;J&S6xvfLV?Z?}L$r%pU$-!JPQ%jYvU5694e8v&>)iz(=Pf}@NEULP> z1!lf1AAPkAF+y*>DgNtTTq5pKu&A`Ht8Bo?ams<+^MlTg=)&-QKU(1jqG%5^ACGTezWDvq>B|Ls1((7jGMGE)TAM6_5mI~Ae$ z{$9f}qqn7IRZOfqNU;1X8DOCtz1M{}@Ui&zPLhKaYwZ>0>yJ{2qw=}RUNJu;2)t25 zU>Att-Jk_P0wuVSr$j`+vUYqD61rgT75$J1 z5SGek1_Yh#tdEqgzo4f~^>gjvLPbS>btUCG2}4M^+{k=456=c)VPi+8l}Znn_>W{K z^3Uy=CdVtEg<#9xeQxLZU|1Ur?!YjF4_{(xI~M}xAoWT)VMGWUAL0DX z6_1C~MU;Fmo8k?sy1X);&-@sW8?p_ZM~jZW@5HD-CB8rl{o-zmXZ&*hY=R2Z^j>v; z-<`22Q#CDBM$eYjpUI6!_O-xc;}WlVJx8pDGSD#^=Zpr-04Nq=U#^Xu7tW(bTyG0v z3(g@{Kc7KmpFe*JV!gJ|g^@&{*OtPXoyJ<3L5m*uTnQV!(Ojok4~B~=Z=s`?mP#Sy&P>wp12}o6dwkieVS7EOrD#;9GL*5un_&Y)xUILx*ZOX{^Iod(Bv1{Bf)$6c5Pw7@>G z>sg5BzMaoUMiLQ0pMMYZMMU9O91gj5^iVh!M`VuOJbLxBKfZ4!kK#IXa{8X?920Ir zT7Q=A;AL~I#VB7!aqeJ(7X$d?cRA*kg;$~6wA!|;nv{42PLPzRMOCFn>^zHFLp0OD z9Z-)lM6JGu-;e|Tocwr8b9(-$lj6v{@LdvdA55{gf8R;!dAq3e{(&AE)Ph2ME8 zW$}7F8iZbqRqD@4MlRM4MYpY;<1$Cr#J^O5eF+Q9m(h~eBC8CQDs+LW#T?Ajx?;FRqWvZ*T zaj?D@s#i#i7*3rZ+(RKx3qk2=!3w+iF?w-}%gs0Z(O|&(C~yz;G5Ug&HIZ%Utw)g^ zpGA(RJgzT>j$*|{r(d#sn~~#V-M~#c3+K8#J(iaiLXV@dRtMlXSah-2AZ#ZkH>;>ZT!d|{bxViUh^upRUFSGgf-M5@?KN@7&jfM27 z+*1IiEg@4$H&|xQfcAFNPG0KgYSJyqWRaIvMz^8?v8DCLT_$cLAvW`Y_E$Y$ZhKN} z{J%pn<2PgK3ebTL2LKj5p{e5jO-ToFx{NMMBxai~G%DEED*WN>eX#O-NfA7RX(TZ{ z$z{?#0`()~fy+zyfp<^9Ao{|)s6|z)Xc!h%a7CK{5${-NjI23P%=-n}{0Tp6@bk{M z?I4Uoe=AGntc_Msxy8Wv8{&KP-x25JinU3#Tl?=9o&4G6>imROp6+fc#0MexTwIFzKG=aK(o)tBnpQwEw`4|}Q&K^IYivV@eiGAtDT-;lw)Zr1gLfb@UiY?BLJaf6qJ zTYhd9!jxY(FXA5)KfpTkLUpTCZ0e=E+;VbCAk{x`^3AIA8l<(weAZE-?@zRf;x&OG zRFFaYipvpW%)yW|ne!#Ra^>4guH{&;ZFLaR%Q@+vEMMp zi>^PyJ9~tFtAuvJRB6b^TVs?JP{Ci^)t1>$i!q-vAMEfp8toWIqleUgBr`=TkW-l7 z;BuT_8rRs6*j8Gb$2A%n3)n5ThR6YljTGN_JBvnePJ4_|Aze9~QoVZga@7>{)Nk^ZJ)B8vz!bftwKNRn4|zDwYDX?A*;cb_6un%q z%FPDOs)Ko4KK2@9;7%<~5(-&$GyO11jZsI0M0ii|b8-#uW%)_9-%X518PnwGv1nM1 zmG_#UzsJ25#i5^f>JM>qkN)+~n-GnU2Jj_AEAE#&kif4|RDIH$>y8mDJ6Al&&aUa3d?D!Z zySlb7Uf5t8c!Y*-lD2gSO%RF$#5MnamQyBm>EKtPZV$)P0&MY-YWZUe`LWeI9%7-yY6iKLAAsWBJ=>+v~3A3G^n5YPZ|d9-I`a z8i~A^lM=yrIJ|!JCNeia2TnO{Pw@<)`1?OH7*J~50uu-v&+b`Yk zzhog%G_X5L67Q<7(`X3?i~b!5rJya4TUjPA9XLV)u)o7jy7t(5{j6Fp$V0+Ok%L1_ zF9ls{;a&Shg*pnM=w9=Mu&>oq6O=LD98<807BdHX`>rV$G?&v;Qdbmvp)@kuP5RDx zI!l8$RSvS5o>7%DXul<`zAnQJU{cMZb<>8?pPG_y2UF7iEM3cG>Tc8* z-)E9KxjtvD(oZOOhoS&1>xRF-9+)R~QC9#p9Wm%wGP2Nx&2wh405+21ge5gazgOl& znkPwlX!bw2SlacW<=EU5Ih~~y0)Juv4$_wmO;HAN6x^4JbD7* z(AJ)Ho|3JYdqU65g3JF&4I8dJyEwi7xnZ9+Rwzo1QFpTy-bQhlcoN}2W;^P@9O#o+ zhc;KMq#xSt{?wvOblW({Lq9qmQ~zDG7A_r>!k)je#k+Tf6pkh6b6;-a@0D^<^Af(d z2*c@ri#DiA<2KU8dz{X#pvvLU;5l}<9gJBFp=?@Z+qzL*)^ouc{MVUGAT-RX@ZE0A z!Lt1zxyMzX6MpFLs7wx4tQyhy7iG%~VpfUS@qNmj zfChK$4}S1qi#VkDJpBs$-H*l~ru3KbvYVjtt{snw{5B6v^?_ob0s%;sz-&86jhAbl zqEBhb$0{SSLQiXk;kH>wbxuQ)J4P_?M&_#XJ$kl=Jf=diEPKp0f~uo%Yf_!l@p|K` z${>k?G+bmt7E#!$bcv1u5Hfes{?Nf~86qVBR`&ANon{xB4*T=7UK5g$9T%QJa$LAG zMDayZT@Xd8F3%Jwu#!JE{C%)=E9(y=yC`_RG6gVqD>iPN#A#1i8<_+8cpsAcdHNKKR$xUu$8No=O@c|9a+3tZioAKm($9t9?I6q< z(5^*`F{g`c-w3|lKrB_3-{w9^g+N5#D>uA#Z)*y!*>DP{1Z(URp~GH>-&7kQKf?NZ zPQEUWmMm4?K3epp2%wPz^j`BBzCoWB{RUif70CX2ya3FM|OlE*`&d+4e_;wTbb!O z?hf{G{9!jRlrOMMKn%kFu*M7UjZVb)BRS?X=(3(M)bl=9A3+9-pL|EiBju|Y35W2B!(D9}bVJ4Mqf-CujFb%e6FCXwZwwNTTSP@wKPlsgE4r z_>i5cR=Q1VWWKzImq`=Djf1O@w4vCjkx<9#@!^VnZ(cT(sb3v%Euo@3#rf~s-IJIv zytC#Wow!D*emq$5nYliBSZ2|ljLkoeO4OXby8N8yFU^%JGB z1l6vVFUM_x#c`z=ybbn!oo+N=;&?W;)XG(N9F*89gy&1DO!)6Js-E?qew#3{sNp8E zIeaH(pW@7aS)BL7PvxX1u&n zn8ILbCVbfw=ZYx54wk&aUrTNMz{&pdeH6gV518h&YlstKBh-iccDlMdp)N;ON~BNM z{&Gyq#5puaSvElw0{JhO4}uX8sd}XXNz`|}c9m%C9OX)iyBrz(i@J*D>HT2zlpYI; znG_E``5+tsEAAf|9%29lz{nCcVWenflvv9U$;mQ9-jZ_jPGd0bZs3{WiuD6rR&8$1o_=UQrU^v~s7!Bl!lZypqcj-o00AZ&o&I~4i>r0ww{Q+w;{(NcEk`=uc-asS9HA0d)-&z?SIx36Yp6OCxsLU}d&nTG z6laa78_3umz7N?SO@i|sg=7eY4TZ?2>8~tNzM2BvPm@-9lU3~4dvytan`)RK0G_}h zF;A_RWzalgj2tj?FkPR%kva4Fi#0mDuRZT;KzN2$erTT*`1Pbdh{=Hf8~|4Ui5_!5 z5CVlf+3W0_G>(V2M1xlwR`A67$P0Wnx7Ks1N$vKn^bmRIjl%<34+BiMH?R1v7g%3VJz zfyk}9yP+V(A?aCA8prKut`vi7&fNh|4pq`~e1PE{p9kxnV+Qo5^-(k+?ah9EFqJkP zv2eJw$@J`H$Y*!>6NVSomL>ge7yU~%j$1pDGXESBW-`^_805b6r2X*sflHffeq55^ zbC`z@dsv@VkxTy6U-c`Izv#mFEM(1|nfDcF%oic)v5cF6JR&UFLyK1)CUDAtZ-E;O z&DVu$N43MA2Z-tms>>1|9zwbaqgGMZ*q9KR_TCN(7*FQ#jV2)T_YT~c4?RVL8HTPf ze?9$xb>ZJ0^PihTJxBm>BjX?5jd^Zz z%vAC3!p*>Xmc8L{xt(Iu}shjk-K0y>KS5ZCI?Sl0L}Xx`qu` zn!R1Wd{h1UU;C|G?%iI`pw^P7I?JNS*|afu-rY^b4ZgmRd5 z>6Y=!NJge-eJVHpmz^~TGO__1BePOl7f|(af5!-jRjP?tlJ+-IyEu+B z@-Lo*>t+i5(G`wdrqQOulLc@^MBtPL!+d?%Ok*~89MC2QNp6M#y0OSH8r@m2Zt7Nf zlC4O{3fhxDV583!y$q8(sB}b{XY&FL(cq6S31#&biWNKTvP8zK+e=tAMbvi`G zHi(m5R1O;9bJxjE7|M&vb;ahu)GKe><55h#N@>94`n}ylG_{J5R<}>OGW)u&bc>|v zHoKErp@FNQ7}Nj7&+>$cQQEjNq2c^UrQcYZU@_E2SW|o<0vh!MYO?QqEfEC)a~6n+ zh8Mn|*8qG#+jc3x;&poKr)x`7fcs5w6R*Dxv(4~eg$!kqq1)N+yM+;m1vT9!HWY=U z$Ifg4Tql+&>ra(<>}E2U2UwaAJnyw}R|i}#3eBMd>Z7C`o`0fAWSQ-Pxd@7CGmlBD z7uzi2;`YewOZ1`7OdC%rEs```@CmtdBFl5*Zw1U21$;mF`B=@5&$h)Sq)3I1+hA0Q ze0szkMB*wu8F;zTlzU8-HqV&^v+nN+Z9cOW#~%+qU&FerYqq?}A1}JLN3~$_MYFK( zFgm7qHvHh!Dn1tya^H-pjl^<((rVoSmip`mmH`2M`2y>~Z0dR9Wny6kE=8hXO8Ukc z3rk6RJ0V!HP^nYt-t!?I+vK%r0vP!~-J78JR%`st}NK1-vnv9HnpP2|K*bxk~_e z*gjH?(u4MmsSft{5LHLB2tA9h;;L33d((sMiY@c3k{b|AM78R4PMEqIIKw+9cmYoq z3-X5p{2l{t4r&CR8>`dQuasqMFhlSgnCO@Zc86CzIg!kI5mkF(BG2H7SLUw)CBFWA zY7HW+$Om1>Qg*x)t8s~m_4#_3ER)T#VDHv!B>~Cs-!&cmE`uo@DQf z!odC2#az-`{=n#R>3;6QT`a4{kGYFb)oD8V3AM3ns!DA69QpU&E?Vl(aX?n|pX>It z9Pp^vY(2N&Glrdt*QQ<8L%l6;p8nZuJv3A9D0BL-04P9%j63d(MSM}kp$kI`9|xLX zW^1KzJ04PESV?4dmgFwLf6WP`^Cg={ zSToD*%|8R|Dl80lf~Lctg^`c1$_k+ZGnS*#f&U#%@ABL|0T2HHJuNEn<81(Mu=9;L zM*8q;x#OH)YtOrO;m;&)_Tfq9y>Y3Rjv8)osKjly1_Kz#cC5HR1|U7+l$99_Vi)3r z`IQ^}G@?RltTqG-?#D7oWaSlg=&vEf9Gwz?3KTF#A>T|t7?J5zgim#1#&?S;Ye&nQ zWXMoO2W{l=cZD9vc$z;ID{7xdZWqShg%0v;P^N0k2oGN+N$A#oZvCrcnQY6FKqf3w1=chwlWFalF>67>t(J0LR7?&Apxgz0u(p+EbI z@#}}B$!x#1=c!JpzN>DJllH}eW`sG@EY{?bi<}Pb7);G zRa3lV6h_99p~*Zkksd}NdHLOPJ4T2K>XpW;=UmKQIAhRIaT7$-A<~sBY?Zh#RP*0y z)885>6{MQ*jed{fQ3nHRK+=s>;zqdZqJLicNtYrW$0H>TCtQc;?Q6c@XHWOTA|HE% zLb`yqDmGVQ*7qiTK+C(|k5p?e?|)4zNEeIf#gF)!&F&v~bgGgYbuiEzHbzE|0^@^`F8`z3{XP<5gAS40l^;e<5?Z<~l3x@0>3DpWZ{GMY?v z3pZtR5mvse6gJnJc|+K6y=OZx6JqgNyWpU)q|SQKS46%;iJ;@cZ=N9wuVW)(BaAF8 zWPS-IwRg~C?P?$~A9?uGY)N*OimDpI>a{{-jUo;eG@?9*dAeA*Y_*|ocv=Wsub_YX z2?2oKwhoxQC#3grjbuwS(^F?1(Kh0cwexlabjzX`z)Mg--8?(ds1U~CF&lv*YviN~ zB{1n$Bg355NKISWW}7OmL?w?+TC2Z94IK__S2IJ6W#88p?D3*{br4+uo04)PhXuXY zWyCdkc^%?nPhqL&^=uVVTotj5W0YH`<=RL6RlMwu{H4#o5p9)w$>-7o?f`?*`paeo?6m7X97}cYm9|Y zH`7)LDKJrl((^AALDP$y3`Wuyh;=P{Q2H}8~^ z8*c)=i@D}LPDZ8=Iwm$An7&#Z#;s+SVt}@gJT@{#B({}9d}I-K=vJw*y==ysPLm8X z*LCu@)M~lD2uqKQIh??@DXx&79%qy`5d68M`(fM}6qBMTpTxW=Rbx zBs}K!BhKZxZ(N~KMW@f|_2ZdnW1eqoupTieed_J1!{xkc#d1?j$Rk-g?6gxI6)iX8RIRK%?)wdJ@#Rhee2bPKe6T3t`#v_kk@;hmQBI4`;z=>B+kySznF zZh9W{kNwd4Ya5+D#VU@)9H*5>g6I;FXx#R}bLNxFX~issG!C}eKwnmkF}9AD`q zaG2Ke1TRak{bV|i)1%C-3}J=CR>|iSR?H&GbbG0QgqE7TP$z7^?iqqqW*yXr%i@#& zpVqJYAFW@Vn|$FbI0nYConwp&7A(y$0runN@kFHZ7E*o$=v#dcAuV(NSi8mOrn;6C ziyT++I}l&o)g^z&z%3=5qZrETr?cf|vRf?hj@w% zw&Q99UbIb;LYA7r*ZPJ+sFYfh`&Jf7Dy)e?B+bezaF^SGh)I9 zq>ECXG`Br_TO2vz$_7A3^DJXezkJy2>(Vs&&6wV*Mvvd|_KI;siL=6Z>b^)q<18Po z<*N5I_=fL!L7k-e6 zsWO6_pmi4d<;_RK-}#MwMhUybuQkV(dElxS+w6K~zs@7)Bf_6rCCcgoV@dO=X&(CF z+3#M^Wzm_f^(AbLqFz7fog=n@hLPtQkk6Ey{OgJ*-aUHat9v#+Qgqq+oU+fgz-S$P zNm~YgGAbV;&{di1_hj#vr07hK$NO4n*O7UhT!M3dhwIqd_DjXB4mA`SS?B962y|-* z;se<%1v(k`3Y=l@*0a)ILsOwxIU-Jnk~~`svZiF)2WJ=bQ_Q_^#MqS;?*>Rko3P{4 zi_L@Qf-S~OX!z1QeeXr#Cpm&53Im++Z(?~TcScSwZz6?&+yEI^Y$G0dK(Ckyt`=i_ z${r-qGkrtis>;OOKCZ37-5nr{C)!p>C~&pA{)%Ho@|Xbl=@KN9vCGXu);T_vY|0#_ z$l$KT9t&h`lC`al4DxVh9FktKaSkctpIBpNdu|Fs+g^3eC{xwW*>rxSTVOuSer%4t zfx9q7_KGNPSYZ_{05;i)^rIR2^FV$Mm3sXXYP>h$3wV=1!0RH#I+5!=ROx5|m2%7a zUwv%R8%aqRvr~ROUD+Yi^P%D^3$>wkHBfGln9y&P;*%({gMZEGPoZm;oG2I=-2*(ntw@UOaiptv=BMe?^+3b%dfIbbT7H{7?>fSDy=yq$}lh{NpDp+*I#jL@JRc zJGdqc%8V1#-j=Gt-QPgrgr|6qKDIMV`l$5$lDw3B5v>1)<5vdz7b_wkt+J<_9q>)%$BC6S(8o1zqL7IYI70S;2i z4lx}=Zjzb51-=@*T{UtBXKMfY4fGhtHKe_@%r~%nXm!sXas-UJCL)4gMP5oZp)Og{ zyf!OxC0vC?_^9WzUJVl9*~{8|{_T*uL=a#%kFY3Y`e5peQ&D)BV zmlh>nAmnP@d*x$!rkr~SHhT7nUDEO-qFznMn4W{}9IJfVGB+0x@|iA`%`)F$ zw0b>*D2w#D-Ys=wgdgmXZ0c6o0*J|C`VC%Q#ja?|c0`^wWV*J#q4-W1FEaL!b07x% z0Cqwt=4C-+O`@x3qM4gCU9bPeYH)m@g}3QDC5@ba72iRS55{-GhNdNAGvF6lHm&5Z zsXZ$(`a%XLW<)2y(U*Eb7bIr%Kn>0aZ3T25XCtpuJ(@XiweFT3@Wm39pqbhc;DLmG zB0yz4n15xB&f8xlvKcfaoZ59$aEb7^_7*XJwV!7=R>-BAZ;n6d`EwKn{giYwJ6IRJ zEmXtmrk$KBAtZu1{+--%>Aa77Q!hL}gE+BC2ea~SiN0Z;t_NipmD*+B1^DUkZ5f7N z#&v=7nBL1ow?bE)mtMZX)YcYr1xf@gj@IzDMU7sb6gqMWJOsmtHW+U>pKzflU+R`}JRQc-`5%sHEuIMLMf(h#v;%!$q2bKiH~b&oan?(9#ZBy9m>`S>qAH&>kdUns z*&m1yM0Y3@A?5PpSRKn*7Eb+3!efm%qte--;Lh$_Z=W#^d(+?V7Kh>a-xI;~EXY6# z{jQQdS%+)b%z_~l_Mz`57s-R;*61%JFnw>fD&F=+hJX;Qi-M8qFzZ{MPt=0Tg%XB1 z(1K{m!gdnjHu*$ zL$=5%yMz}~&i11-w%GmqKV1D8;i!bKmHB~fVsLxFG@WDc!}%Y|tn_K4{%N#76M^*1 z$|I;D>Z>E47|?gP2Lui-qzrZ%yySyeYlnJ+h7cAJ7g<9GQqe76u}J{pp<6NK0!hBp zfnD>6$7ZwP6~=`QK?S8tRF#ZJwF%}r~ z{|N!4ZvR&Z2y83-@D)Uq&mg<3g{ z{-DMl>x_@J$z%ZFuGw62aby`ze*3;$^yGy*4OMwLe0*m5&TRH#`ph zVH1PyT+$5PFF#`Ngvx;=4e<1u{e#3EI4AU$Jq1?s8j}m}WfdLXb0owEi7`n`-EXq_ zucZvL-RN`G-Le_WtG5cFFg5R`Ns7V(_m}W4cSPq3dY?rkTH_WUt6g0adja-(a8BJ~ zr-K8D3Mxv8&q93iz6aUDkUO%+Db7kgWs(N9wj2Y0N42^)h#U7)(};HxbkPsE3^r3< z-|$C0efnqp*i|T~V7C5czKzj)TQZMRFhE9&iEX$dT7V;D+-F3Eom3eGHaU4}^9}F} zhPsLZU0icPbTBNlNTai!!wOTx=+r-$>^{7q7)LLRCnXV_6ydU&4!Hen+I}}3u za6?fR+R~1d5tQB*I6^qFLzaLER9DM!rxQIhZBDeCLH{MShI1+Kej3tF>GH%PI{6p9 zm*kJe!Ejzpe|;*kWvK7pQc>*2lmmT zR=YV0<{&myR!AjY0hzefCl45kiUZ@>Gs^lR#ZIUYQ3?5%ndRRnH(-d&<81{Tm=`#0 zJeVFF)kw6y%h(+>az?>KsonY&`+_(fLJ`g}Gg#sIYK117mIs9>flUBV4C0lK0d4mV z%-2YwSefw02BZDOTb_1+Jzdf~_b$=?hIPXLGe`}q&lT=}9Di>gc=JT(XrMg_z!=UE za|G!e7xdbU^u=)5B|g^_->TnXYL{S+Z8iw&%X5mytauJBWkM?I#h}rOL?88{yp_*W zwO1zASKpZu23p)`@Kr9*77RB)*-RTEdG+&0y6duRSr{%_Zzm*KC+GZZv^4SfgfBwd z^;a3jLMLO738=cF_3scS1yIhA@QZg&xrhNI==75B$rhgGT+}P1Lf$gS0+anMO*VUq z2?<``$ycEcv%^ygN&W?R_3iK&%#AqBMAi#@c}@U^LO2S^BB7CVWy66}KFUKgha4D~ zJ-K(1n{7WDVHo?o+E6*!I!;uZBHXQz3gGg8%7>0}-P?B)REVBvW@yu4 zHsPJ^-u;?kurl8zI&ECd0_LViij_*Cd!Hq55zT?bN-f&=I`9RcI z66$JbJ9w-iZL6Nmj@tUo)IwnX&v;nM^?K)eCiZ3?yHPIcYl2`^u|^gggkP zC7lO7k=g@Y_ARyGM$ zv^eYJSlb0KgsRJ-Zp~GnYdw1(2hf~gPYr$kY&$?EOgLm6ZA038K2*~RUHjf!z}zSp zC3l2~Dz5B(9i5svvJ>>o5Io*?y@+YA`!j%oy|Bv5qmY%bvISf0a=a>HVJcJLCdBD& zW#+c5iY=k=%O&nm=cQYeq3U45YkR->>JM45ksY?brP=}>7(ZlnmDra-4syZ=^Dt8& zO%Px8x{NlI!w~;a6B(F8Rr6-I@DB#KNRk-+E^DPN5bq{Lu-<^GAD1lZ2a}Yhtjbm9 zRhXn{DhpG$Nr}(Ot7Z>D$xkG#zAVsA z+8l+nDg7>O%R9^pM{tIc9f+rc1Y|{hV3R0%2~W2ITJz) zt(IMZyxM(c1d6_LHXSEEGy@lgJJRC{dugHVZ)aw_q&Hh*$!E+X_l@_r{ccz7{hc#; z1D+O3RE#qWp$&qvHYsZ!^l(;b>4T*+)f*b4N#Z1{YPqxHcJhm*ADxw2s`P-coA~C5 za4d8hq_zdnW?Eg1{6UQIw+w_i@iVsDEnt%O8~UA~8~VR>-EZyhhezE<5SY_CrIn~4o6!nFrF0G|$h&~FUPmz?z6K5T`FzpQ_+uz_7eT{7!h;?X4^w;eh0 z!S2wQ)2{t8LDPtXo*WlIvu3q^^m>CF z-?yeOrVx10YqJ&G&$ zmn#l7>h+f)*hu_fLxx5V_1 zO`Y37l7$MMa0$V9x$f}A7qKA@8M#(98*&%LoD#BRv2irJC>;ueWpN;kdzpW>4}{sBMx?E4ry~Q@$JZgn0;fM$d}CeUV)8M4H1<0lZ<1i z7#p#0(h}0rEs?6IQaLhwk{M|`ySm4g5j(DZ-*d#;i&)46@%u>3x|T7;eF51Am1ACM2so{iuC-t}Wgh*ehOZ5rC}FqhvhWiJ5TU7h|7HU^I+x z5YSP5W}jgLO6W=V*=?HXvC5%cuZrWy914N^)`-)}xL2q>c`H)lV8=TcN9w?R?t*ni7+z@q>F62v~o)6V-=HS;;h}2F;XR7Gosb$1d)6nwq1XUmq37Bo4-1 z8aQ>`mqa`Gyw|zbo;fRsdYZO?xoHs57RNPT*p*GO0FW^m&ga607#|SOMG*!EwX4s- z08XMttYSUfxvjVE;0SEXSrd00yNMKavLw_s{gAWuAL=8mpuqxlaRaY{ufSv_wT38S zX@^)_u`4WQ{KFpi$h7$eH6LA-DnBpWx)y_o`)BXg++xbb&NQI+>1*!0 zvmPZO>&faXRTFkLO4(mYY8yeV{)8+gMMhEnNY^WkM!&JESBzHXpDQ?-Btk>NT5Cbu z2=X%4pL{?6zAJf+_7*!b0#l(&DBual=%-kHuCxw(JuBZpm!KE({cDX4_WK6==A)N% zBR@aLPmR3^_OXlEfQ4FDSFu#5S)KXx`3(vYmAoH5$lLbL4c{GQgG52cgqVyXcE z;Hj^-LtYyFawxHmlIM+VG_xgRin?RR`ON>&PwEsp63`EK-2?I5Sy=1M>+mT6uC0y$ zi4tN=OQ_)cIY7~ zhRng~x|3o?ywZZCc&b#R@;kVR!m+G@ub!(%^La%NO>+sau>4_P1T*>S`}@Dp3hmH9DTUH zc@38FctnSpL^tW59RUV#QnrpaB5o^KycfII-Ar6^cf01nC23p7#=`&B2>{_mk#+5> zdCnqpprA(6rmMJla62x06J147AkXpoajBJoz=c-(8UPcfb-( z<>C|BAyoC3*PWMg#@MV~3i39IgsNq#&eZRp!=gu0@^=g?Y@`yx`29KlqHEA3gRqVi zi$NOr$Fi39r<``qbFqN8_)2A353^^-U$!@B zVvT?^fh9HZs|kIs%xMpANpAA~;Ea;E@G0=3EjE+M{|e{5mfq(|R%KIk%qRes_jujW zc&-m<6-2IAlA38(u;OT%wLjq9PryVD>U@agr)0!o7O>ORpop zhmOH&eFDs9+uL;CMYr*%a_SjEz-SQRqg5Z7-=Uek@#7OJMC{eev+n8U5l{QpJ~lut zR5aYKtZi^61rY2e?=4nk^7aaDABzFG(v{}jhu{5=1vm}v9(_JC#{tjbG3PY!bN;CQ zqr%Nn1?+PW9Dd(-9nnNU$^D?H^6zN*9ZsPsb;QMArc`ndL}uxwZ^@IhOMc#Vr`F^| z@SAV4@h=vYG2Qbr%(w-NXVi_erp9+mCR{()#F3>pyD-@GV&?O9I02U@8%6&%>CcY% z>GZl3PGn1|^IEG_KwZHfAy+}dCnmyQSVC`T%7|Cb|J*U~jHwba>t9QnH{p$?zECw4 z1{PVRA}3()Ph4@eRKANBzpp}#$_}jDEfO>%07lM(7Q3ZA&2fy?e%zkEFuBPE(uJp0 zk*PzggN2UJH*L~R4Hu@Py)Rj^)6wd&B1a)npXy|{&_%l}hi`~n&&cOYgDpAK(-ZiZ z8OYtfqEIAc7?FS52gue~iXGrForvWp*NcrXy7YXOlr2DU`=Cb6fV1%F-BC9fIZKE+ z%URLLHm0`XXsGhIjz=6GCORkdT{{$3a29oapi;?;`mH%L<3wj-Jyku^F73!$#9`lZ~{GahX9=L*kJ9e|G6+49(ByPj=Dj}an)vl z%pqu7oydhZ-WI~vCRL^Lqz2oync~HU?Wlo|>pct>`5|T)MDBHmDaTZ2cDaH80lS?K zEKOzzzp23K$A(S_b`NHl7>G7_0#vaAt0Ho_4^eS&K+)_r#i$y3ry4(sC{$>Ick`>n zHgO1(GRS}X{`9JOOGdcE0q-P-0yoD2zV6M8772{wC^gZtzB-oiHI8a0HD^tMpy<;w$5>Gp6lO%Ai@vwu18Q z*!(*=#Q}nJXapLd`_?N>@BG*^aidp$tHLCLOy_d`16+YS&XR7L-LV*vEF7m|`JBit zZF&u6!++#gnE7n+O7T=EOHhqi3P?Mqnm}QO@$ejhwq2`mg9cTKu|i_6%a_uMp(kvDd*C zDju?bX&Lzf?yB=;2!_NFIa5OXc_cWD^w+)nKAtsE)KVb|s*yhMv4@$Or=X0_t4g25 zBPuNE$!5J|upJ1MkS+&3Vtk|9ozFl_=*k!QVF+^C51P2)5*ophzB=ZrHrYNDZm!2T zM@-ycs??JizB1HcD=ND9cKmIHt!dO>YIj!Y+h{n3wanzki=mC2gb9|k#d`ZCL@)x& z>vkmc+#Rr76z^zK&9zF)WQ&{RdKuaz`;pH`Z2t?_hP(-hu_lwoM9(geXr|sq*gB)=@#@8k%B;z8?V;=hjYYrKB z;2{am)=ErGxY8iZk|OM;;-(Of#m)ksust8TUBrF=#{BJ(w@Anuabh|lX~|PNcL#N( zZ4z8n3R_^43L0pV9v^w)0K57fiqQTv@SIEnqmj1EyZ#&osuS7|`@8(pf644M``bWF3;!F=hF@RhYUzV1{CN3&$dsNeTK;i&1*^Q z<=cX2(T;<~)_u;*atsL~=%Y5l-(Ha`Vfce%u!jTG&2j7H>yM35L-}t=+s*%U8olTZ z;!wh)akHod-k6}UER_(=B_&4KNPiHWpKUh%2HXZ8#i{ysCA+kdVr|Zs8!%7rNSPt+ zV1a=IX$f6YcIOY$@*Y2Hmfd52_x9P=S%k-eJo(vdAQsb!a2>ACS>r(0;aQY_tY?>V zpZHrKwPHW=ug1Z0sO1XFuRUk8L^J3dgjf%f>4IE%0CCFt$IvKx`!k*&STC7{$czch z%{U|rFsfgFCKSLy;f$vvaIMg(!$%QLkp*?khsX;YhPG}+XVv_8$Gco?vySrB)?hTW z1Kibjeu=1QoyL^+pfpFpg9r{%L4}CYT(>C-Rfbi@j9+TcO0s2@$`*Y{V1)mqNO%}S z8jUgJRbg8}L)>MQ|2VzzGXAS%NUM`UUnAbAyp)+e@JH*LQa(qps1+K9U}kNSo&B`J zOWtFd^O(n|!K_llD^u{AO%GLeC=Oj5h_Z0PKCFv>d=|Huz<~=IE#wSqT!s@DF<+x$ z)EdZ(s+%uLe?y=|8QU}2tnbUcjJH>d>E%k`ou1A2smL{9M6pUXN1lga^)=wjj z3rZEP3R+C-oz+m?{%D`PE1Q54v7l7$zVlfLeM`uI^%C@&8B(|Z0jMq5vfc1mh{J}?`JLh4MPdZ43gtf)(yrzF9QvI=`tvk#C`#>PL-28|fO6Y` z7oE%T_9%wXOPpJ&C4P=ai=2fD*@oM&I-sIFudV6pCxpEe;ij;1&3qAV`&=b`A8jua zu}UGWZ$h7~764k~d!+XCZ_#tMULdXh*Szv@2td-XT|9wn!yeocB!gKxx;%UKp? zVJSo0xAyQbrCl4GlVPx6PHOyPr)iz(7pZnD%Qje+zie;g$n}@yVI6z)oAjZSep}@w zLFh(55zA}_h^0YS>kt}-5q9G`$`kH)i$B(sr1k#dz&2bGh;^P=-k(2Hy5kKu>3YFy zaPG%W^JObBH>yuBy~*>K_dazTEr)?{@4=*X8a`^25lB1DBpE*PMR)P$dJ=irMs@Wx z*B6c)CZ(RYaIft7?^Ss3llq)V@H|J-)C){D9~UpOzi&-o{sH90tUG-jhgi##jgDwi zwA7Rl*0m6n;pZ?)W}CW{1bB7+!5vfPK@-OKM&up+v! zQ{CC|FZn4xIp%@BKJI6az_*jVRRI>SYWyi7Y%_p3CJt@R5@M?kcWAEx#-*Pp+vPO7 znJPQ#ddXts!*n@B4PsQk;NG16>fWMmhHn06Z5c8FKa|cr$Y3Un6Vn@r_YtMDqU{PhPK*(FSTqO_6xlm z!s!N8J2rHjhh_%x-Q%0V`SfY0$Q?Qojvg@?*0HG?>njEOZ75;?<+nx3mC2G4S_Q9< zC^0sRL%bT>aWd~^uJGr|D2_u`P<{JM&D-B(u56@{pNT#UIp7Gcd2kcwtGMhf*Ov>? z={!`FMk9O0N^fsW=0q)+Hrc`1caKZpU(UxMqc#OVzVB(7CKSu%O1GkCt|hQuAoV$A zStk^&okiWtol+i%8XyS@<@hwQywHVNaoY+JH%=EaKGHoR3HLzLWl$#9cU^z30Jg%h z3lCI%L-Dn+LYcqTVa&%Jo!Dr&(pCii(g|AkGRz~gE+_Ft z#COK`eAQ^OeGfPpbnYq7Q4r7~C>57`;_HFJF^R{(E(3`u1CyPcCWFxGUZ(F5F6I20 zj}-2FHcx+~<_}HaiW&_?xa4a)jcBy z)x&p*9vu(czkVosy&~NIA(d5XVvz5`+ut{^vP9Ux7|Th7(NjclidKVNL12y&-y2z@3kTrDwN+Y z9+2}Bg;$p@+j`Z(oZfb&(;?;{NB3aPGWYRizeZ#!h!p8=vq3bvFAaZnPijPs89b1v zjafpOz4rcTC7eY^g|)iV7h6kL!uy9@nFAD^g+chM1(Jb8ch`f{m@hPD^18Rn@~H!~ z5~KgZdZj?FnkrMmh9(lKTA$05vx|$D=f5|Y3DNzV*#J4#G%wombDJ)TygPfWQ$Rz; zP3*yc>PFx3?G*B%9gtfJ*Yl#^KL&N95`a>r7^m{Y=7!uS{f0xLHuXDHBRix-{hw9? zJ2z&B?tW2@TNG_rBn70qLqbxe8)=CF38h22y9a4$q`ODD8JdsxobNqr?H};$XRW>WeP8z# zT>m%^QRk%i58Hli#)W5eu=fz+slYNkx=)s#AHC`id)~>D9ZRyxcV0&6`Rgv+#vwnZ zhf1&xLF3F{5Xz7xUV=i+Zp#yyuk^d4lfk&WeuC@IcfLJA>sw48=+kDW0)Y>N_iqy@ z%-JKs-CO@q?q;PSB+ThdLmKUwiwP;bj`(jdYBzaL%&_A%Q16=)r7Yyn!Q@yHCd|DN#<+s8-_Wr3` z1)ncSzEi@}QiSpOeYyg#aYof)gX35K&WAD4g6QiDi@$hV#jr>XY zTw&q2FkH-@k1k%uu*b@qcJ*cTbvOA~{MR$zP1=hPBiby+8wL%$aAtSk#vz5maR{j#3t{|^U{jST14PXe`c zCALycTe>>*DGPc9#V7{VqnRuumH0G)l6{xo5A89T2Iu1WnS?(-y%-#BlDt@o-h;^@MlZIwwD?tkSmni(#Qr|6C-_m+g!khz~ zPzg+Z^I5?oH4L1UlhvP#IGAOZ zm2JJThU6B#F)D33YkpS>^?cM@RtN2?;^bqDf^A4O64nnTFn?mAGw{iK81au zjYen$$b&ZkYKwar0ac{m_eY%)mq+9X5va1AUsu{^H3q=)0&45#0rMb~1FcjIAm2=>`53!BAvm zN!RIcr43wD@+)R*Q2ing*%wn$u8FE@iFqvBcsab4z-6CW+1de5@wRd9CWekT^UiDw zBuVfT5~wR;wfMk6(E#he*~zy9rH%I$5N-o^ke-N69U z&B0{O;wkC(?d=W%jdup_)#QWh+I0wC!~ko$xo6&V@8c@LzgK6knq&!#^?Di|C9EXv zB04Y#Ua3;d$hP05Q7`kj)&qlOwla*g z_3J|HzTczz;ba1zYMu*9%pD03699VsnFk@;a*jj&XcwBbFlEEcAQpB~cbc#WM7v7_r|$A{AhL2p9@YVVzL4dpRG7#aa5X)%(Z zb+^})sM5)`oIR9ss1FOD++3;9C>j%V74urkH-rV|?Ahdi>W&>kf!x`$yfde3Pg7?# zZDC#qXq%sIUvv8L+NX4UQbJK4Iy3bZLbp!7EqZh}FWZ45dY}mt(-S|m#U?l}GtI0b zh3W848%}H3CxS(Y=Js+b!U9owaL&7$cJBu>F2ArySUM(Pefcx4;EGq_y8F@q~v50^BRDT~-=1#8}p6@)X zG&7%?judv%J_>o z#ade&7_iHlH}5>V6{^i}e3j`y2~@u}I9 zW4z}Ei2|f9odG!HfkVvZ0eMQZjETNlnmoI8{T^J^b{{M$DR8)rS=zw)W#PiE6Q1-D zhT%gy2)7;nVXG4EK;?<^4Q_gi8an=2u_Ap$5QYwmJmIIQyE4q=P)m>LYOM5pE`jrg zu^H(5G4QBi+}AG?jO;9BTQ6hltIAVj7N5MYInjwg&*^B3y+1JB{r@m--+!-f(H^mc zceXr%?LL*4fjb6Ie?xK&C+%7rUy96Zi_fBr;9z;;SfvHPruc0sHAe~awi>}FfP&s3 z_B?I(y!_=|@86n`XB_jrv)RPpAy1iqS{i^5pX8*ZqBrcf*6LmoL*74BZcH)6v`?Gc zEf?4qJ5WDag`9o`2{U;yLVc+de6K7xm2ijUv#t{*>gp-)FC>K1CLU9>W6FR@E2I=Qd)yv8^^ zNL}A@od_H~Jrh>_Qax252zbw`=|G-xamyGEP9Vg%1%-hZi3{ z==db0^&wJvV~Ryv8p7jePpuH8+A)rHWq>ZvGS3+0==-a{G7T5N-^9|a90zRlxC`HR z^YCV-h2}*W>Jqm4RMJLBHoXCfM<%DDV(Ess7qq!_8t4UGtNT}NpZ3=^6In_CNKRxFWExZqDRe=@frLjRpqI1T$Gay?94$QXi+c2J-5klZbWBM>`}z zMdF9MpV7mK=HE#<$0$1Wb6qu!_2>U zXHi56Z$T0uus3WpHu%S!cx^K#GGhAQt_q6jVD?N?tb$1h-;2Vo8+=Ih%C2;X zJ@c37JPUy9Pa^q3@fe%uu81!{VLb~$pQ!zoiK9mNMs*qRJ%Lx-rJ6VjtID>*Ay{zX zA_IIyd#0(*m%ab^D#BZH5~UWRl9mHdp1VRuVgHKZbY^Ptlx+b`r=GG)zPm_`@k3yh zY8m9HF!|4A`8j4A=o%Oej(gWWwq)0V4?02;ie==%j%R9R>dnk(`ZilbN~y4nSJOC~ zcQ22}!$R=kWMA|K_4lph!u%1I^`M^Fjy#j1m)Mt$MVpC2#M%!SM4M5Bon$Vn0RWjO z(vYjH+|g(E+6{}J8^R$iMyuAgZ&YR@$1~5;W<>uG&*6*4Z!nbtKEt3^LmsoZ5hX&X zOtv!NS>XAtbnM$BlLB>XRCFef!@HrGI*(U`$y?z;=y8Q(E=l_WF%zTCwixKHpm4hy0aw z>STrC&p(G?il^@Wz%6#p8w~XK1`$U$T>g+rz9(xx;f9Lr7V?HeM`S=XyD=;HR3w@qoJG z&uut!;)p35YJJH4YS$|E=WB!sC0Xg=#CY+ea;}w()kU_$0*1wbbR@oPUHTIk@4V*i z8+>MIMt}P`XH>YglA%!4Yhcergyl2o2P4^&kXc4}ZWEm6pTObAyfwcXmNb?MRB2dl zB^`8oly>d~0>qs(@5n^vR^nw66`U5H4}yOMqOrR2Aa35eG8Dut z-DS>^u}?;wPgclN&}y6cR1P=93k3E*vMzP%1C?7UDbQSK9mquniyg9UOEC z@R!8tUiBU0J>CKvU?ZPSn59d%yV2JW&_fgY#zTmXw7ZI%V_#*bV(i{D;y*{_Kk%S> z+8DSfIVcgO8s))xAZ%Qynses?ML`-`ySjcQPTS^J}o-c@y+|5=WZ43w$C=Vxfk#&l=^w}{#@^=}t zRV4H_UeW&PcQdYhUbs5-UvSS71!}aLa;5IXH7f*`;V}(`@}2AES>HlE9Q7MgUc#Tn%O3CYErvgD zEoIyM-QK&n-FhB%dv2#wpS$^QlYe&hk{r7wzPe@8Z+ktI_FpalrH;s{xL4t@snqm2 zg@xq|FTaTsN*&_}@h{OX>k_{g0fo?%uMt@r0?5IfSju6^)D* zjEUP|Hv1-&4J>LjIqPSQi!gnc{V3})Ik7^ep8yDCf{D(+KFjGbcL@IkH)>)brSx)*@a%~p;PTU-kGh4`D&^G|C zLYB(Rsn%Ve{)xCTCeYww?$1vAW@?UWlbDF^2Us+IVVpc*E9$-poAQ!JNh3(W$w?%p z9lmAkMinsEl6n=a6je{=o=#84zm`Ucs8c7sGpumZ^_ScN@{pl3IU0C>yP;!CJXh{m z0a$C!CGlPb@QDbNYPOb|urGYT)JM~<^2j-!D_g^g&-EGs3Vw#kV)o`@1u%Uy>hKNn zpUdBLsVkJ>fPDbQt*jjs5K@cnEeJ_X2iLH(fu>Ar7pJgyPo%%}5Rq92epuCo&RdY*8MS`;pxtkVrL^!@?K`tUqan+36u9c-$_%|u zB8}vle;!)fMHy2(vxEr3*RNQN)t0ggnZtqR>G3MRhhPo6zEi0fm0wkLKZ~7ZHcMb? zl=#%#2i#bZJY3114sXnjc@Nv!GUc9I+&-QtdH-RuGhHc%Nm%enYE!*ldlSLAhHezv z2tW!w?+i&zbX5Slfc*i1w&kT6(M~q&QCcy(r9maXon+v>?I^n}e7JZXni+}>QE!0C z>vW|rrh6mQmxc!pc9QW?SR=pNJ?ZyH>1%%2(f`>zgtD+MP87Us zlvaQEa~4|>$jX}SxT> z|5F~>7=NOXmLrq9AVp>Ztp<_w5=lKCxw=1acYs$wP5|;EPW{BpB#XZ5IGu4QuEv&S zZ90U1$?NbrChmarBq)>X3{e1bEw>}zo(p^^x1;Wtc9GSwqC$xIjYhc9!Xk!$NAOB}*)X<6@=B{ZkI)L1m(9Hk~zt5H|K71A6@I)Wh6t zaZ{i8ae~q9Cg9YT)4*mv=uI!7SM++KLM?Fm!S7P%gIOC-_7-)y?Tn9(^k0PIDxSmx zE<3CledHzE*t@3B*#6gts`{GV9B!N9n=J2;&;Aq`BepSYfkG%BSHJ8h5B`qi+^6qU zlPbB<|I3d6HdaOXNBIA>pJ+KHmi*Ac1f>Iqd_R3v%|N|dl--lRLnH4~lxetfC|P@V zU}0*dS8S26R?+p}0umAb-vW|fqKgpD4eM;evb2bdrU=5RK#;hY?{H9Uq38mqHq1y* zd05ERj;QAq{itCAsjv5e#bjcGx9vz~@x{H-yfMFHC0C5A<=|<#^g6ev3Iy)J{Oxb->gZJ`d^C;d8>6>wQ9r9Hfk@DtIorI zAQUMpqP6B&$Sod zPI_zgY(xI&>X-yzmHg=kBzqmEl3A)FdL_op%yhiR|ClrN1}T@DC8O|D&cb$@3R@g*(JbSxWvsEABSyz39sREfYd=EC0+fj(~k&a z{q!yxm4zy*o&bRNMfk;ZV{W0XON)))n(q=VO#KPk^p2~XU~!8rcmf%=k&miZy4w=wh-<_ zVKFn80l4>8mXMVleUn*OAmfgUD1LNZaF+$Jp*sK~OGPoIuD&apJ$0_oEVOOR6L}t0 z@A?0$dhb9GP?dt-S#{s*WgMjD^mE6Q2?DKTyAjTSbxVx$6ddsZ26Ag~Z%!KD)inC1 zWB3I$itXalZh7m-+dE1GR=rRNbJIUv%QdUtoJ%vs(ZH^Om+vekdT;Z7tLLOQ3*1~p zX*29I@-+h%NAmvm>@@uwfrPq~?~$s^Q+j zJOqVPXPUBkBu?e2oYQX9J-)~^KU24FMNWz^Z7#A=SWY`=XYz#3CZc?&|y2 z#HB?QyY*nttgD%0?d8|_QiU3wAz1CZN%ll%2k{oHn@76l;QKfg^`c}^hf$n6u|FN{ zfW84T3>r&xOE;=I8c_sZ$QU+kAi^g@jPY8s`$&Ts>D!$|)G){#?3QsP_>bRtW$QCK z|lu#88c|I+z8JWMX2 z4wMb&pr~)4XGem03ufd`1C}H8p{LQ)g!Z)G#6Qp}PD%u>WH#5GIHv|YoO&UTzGPpt zVL1Q%b&dsZ8>eb|el1(5zGoy?PU8{0PsGFRfOqEC9cxE7x^=%g{pfc5YWJejvnL)m z+vOLm`9AccBG-;ethRu0q>Phn{pS?wFb9}&XVi(YT?vICuODRy`=Yuu2U>gp7x#6O z6F$h5rpCC+*u{1gT6z70-XC4#n&Py>)UV1Bpc*}W*rXZ2swixjC9Mw~Nm8QZ$x_^= z&t_l06%S_wJscwf@4Q+teO{C(5q7SDDe}L51>0|-f@IopOs}=$6>w7p8YxOJ2Ot}K+e@;|wxLq( zs-)X7u{^amRploH=3y0DS!^nG@1&3(j3`BjzA&1+BcwlxL~Ndz5yZ!g1Q+|gp+~2J zk+3(RFV>+2uXE@Cyr>M2#}DjblQJ@TiHO2O@$4un*#X0Ma0m1)m5CQ4Q>PX7m!3J> zOwLZzz4n|Rdge-|bDepxGN-O|IV>BE}PFUk6z%i`rfsoQSILR256WU?h@D`x065(RNavafa$|iQY z!A~czk>+d1v>mjM6sP>9GHPDZw_4QM;qZOMEZLAor-VS#>FSg@OglF=Opp$x7ghoeJ)Avs^7Dits z>}-9TC}0{AM92FOA6S^em8~} zc{iM-5LGB8{I$uJ(H4yG-}3Hk;<(j{5Dp&K&XLi~kc2Odbub2XYWZ~RbmdsNq7dYG2lZ9f6Od-f8J2Y+^O>-av$~&>cmMppaA>7 zUgkC$ba+XJrro+ZTX0sOYhIU&H1EB03)Z$0Y5dpo2EQXW5!RBU$fcyapY>0V9h%dg zkcab_FdKcdA@|2cJh~5>AwRT!!4{Zue)wicV}m_OANGY2M^*1o&R3d`$#;oficz*_ zAa~-u=J6EPtGiLH&oTQ-0s%XAdK?J@aV;G#4Bvq-zJeYsaVoB2O^wLzCu@9Li7dulaF$l`)!aAo&|LP#=o@bUIC7=}C1@*W7^SyaK z!x0(Sx=~YSG`hz+1du(Z3`9f);D!w=Pn7-rp z=OW7T-6mLlTTbe=>+la7zO8}Y0_&7#9CFHE^R-G;%qtYnM8(E_Ad$AoVJ1bkh@#s9 zOASURm)o%LJbcfZvCKSswk`wav{vG?FN}~Ig-c@1>7yv>E2{YBuS49TatFCQKyyy$ zszQ)$(m+(<)lIvk0Pdj0GyG?^t_ZnM-X6qjsb4CM@!e^bSMM?E*JPrt^+Qz`$%i}8 zhCR*Q%u>caq*X_{{T;s)k+no=0`?0%Y?6X5Q=)O(dp>e+`lN;j-Y%RqX}Ot%dsh{&u7-PsyWDaN%0}=I1-_gP zBLwTpd@U<3LNNdjLBz_+%jAa6(m-5*uFEKI^9I;hfp1)S;R}N0{b>)v*3Gijkz-;o z2_XbH`9N71xAJ16YgZT*UZyoJG(6#w5&jnx43RSHaZ*%Oj{Rq>T`zG5y>*va>8laf z8R7ZdIb{3kjK$aQd=t?f$GDkjZV$~YwwKMIIpOrU)=vUi>er*+PMqHp?F=NAf4bE9 zn5K2+(#0l0bLjE!JEtm^R_=Ohg65r(c8aOTd+m8; ztVyGyhev_mh|Jr|)-|o!M9iCE$Ifn^_?sF=t+e!?J2ZQ`jq$qizYeC$7{zy>43LhBXGY zwA&BDGWOTZ0eVN+Ilx1=(mqgZuf6oOOXgH{bd5bqD%t9Il;9^);oB)+?Q`>nNu5k3 zGs|L*FF8|jCZ(FBu68o&JwdrA*#0gh*7+iyfXsdWkav?gX+_fNL)2{}ga-H@i2YS6uD?7vDc`!P51o>bfeI*jvL`jViH9EXbHZ`} z9>+6EIh)VFnIVY|_mlGxb3uic1fY?>bL)cb;_@!zQ$>C*9=h>Pcf?Aj`lZY9CM0GH zkjr8R`7?>#iX92i&j}vVrk?Jq3pR~j#5(Ai_84wvk=jU`CiZJxBXyKWb`Vbg$aJTt zlwowJrXxqLYNn7UHPby&fdu|}7w$x&=^yrZaq0V_y47or$zhu~r6H&EGX@@g3vj6_ zl~wMq3PLRITM?L_%qRn39uzUU60?HhPX-7w2>(BVNd;y!r9dA5>B{)Iu(;`xP~X7n zshc8XK%cXVt@t#ZaI!(M^oK`|VwnNPUdyCq#}@-+e)UXof9z z-@gS%1UyYU|J1qiXY5WN1p?34JN}ng`=Zg3c=0X&pE>^s56m~HR61fq zlxS|@^eo@%jiI*atsR-y9SPMm3sZ@2Re8$xDR|Ref=PPwgnZ36gBt5+cv$iGI(4Sk zfp5vYP*TXmazb94Ci1uBBWxM)_C64tP8$S+&`7z1gB1bvD!*~fcd#I*L)*Y4@nSiV zuBI#HU+p6aK6Y7N_D=!trG@ERUI!gY9@qBMZ4@iA8kp1JY>Sjz&%bi3(-jcYA)P-r zo!g&Kgb36Yq^rgTjo)|jrP*q#(HiC~HQo>X0zzii!I=hhzk4Own~QA|_y+5sU0^u= z8cBt>Q2w9v3yWd4fg5h92(BRIC?o0urYO+UB8W3R%*1r*qRWgU2%K_7jc&XvY&e)z zH)YS7H!KkdrcBNephqVdpeSw5CNL{n!d1ukzKNVo=TveUbK$L1B-fy$o%|Vfz)0bG zR4oX5P_CHfCoKUiU;qFCy8r`>236d@RWtj=%h7%8)fNlRKm1q*Y-Yya;i*P^Jb9wh zrM$g;zwRK0q>J16yZ9iQVeR}l8)jOPLYImDuvbCp^#bYFYOaCt%5-rxL{Q}kAK}v05MRb3ilTA2xFBu!wrZp#mJPV)XtHu_Iy6nDoe<4bPKM4 zB$vO2Uuo+k>p>(ca0zo`mo#+V5}~aJ`3AMzJW^lV;WYI%{1UbeLjF*XG~?4ZXRN(! za0{`IFDz*FZE}*->=<*DD6Mf=mS%O#;EwEV*lsWL);TZ~M8lH-0JfGIPI7cFdsAYWt>~X;Na)Q5 zkNUGGxz~DDGj4b6Pij?>3qJfgNDkOmH&=+=Bi!ZJtpfL-S&x}rCHSC) z&vpJsUFG}mZ1G=xRmlcA1u8>->c&Ck&5h>6`CLWmWMPO!YP{h+(WJra58AOj=-W|! zDMP@JU8*d_7v>u|4BkV)#|eppmxC+eRLUVM;A&kCrv_;FutyBi(P8Slgq5AG)MyKU zhroj{p^+k5t);^UKn2P}yZ!YUpX_yLzQ==`*Cot!EZHjgniBhJv>G_CcILE&iPfp6 zo`L?Lr0LKGwMTy<4OagX@Lo;euJvt>#56&W-&-T0!#3Lq!G@sdLv+g6yM}>Jj2I8& z1AFL))I*OKrPc?Aj|w3@SW0%lY8PxR3KS-vD(Vz)J^a$~I%_&83#Z;Nsr{I@L-|bj zfm|DNLLes46ZI~Blz<3+>Zxw8hmskuSR5U|TtAV4#Ju2{U~gh$Sy!lom=~ zPEw}Lv^%s)oEA%OCfqzZEHeN+#YStQ0mDGVfz%;gl-StgO21dL*e@AM6Bf4G6^uf; zz>3AoQVrPI5t&48E8T&WFP!6}_YhI8?#4G0`A!Pm~SGsA8S#s9e7O~ zw2W{@bNv*vFR+%>KEQ^MO3h`;O_UP?z?#7R1WoF5Fc1Tg)HU0yk9Pm&f3%c;82au* zR1~P3;=TUb=)1Ug*=AFe<=Q`*7&!ZXfRGr0Qv- z4_tuBhU`;mig>cUW!=8A+C@zo8mA34pHml!dHqaQHPLn5f0NJ6K@%#UF1>x2FT%TJ4V(5bW#d2~L+i}#lT&T3ioywJlp)y7u9#2o%+W2%Q^iOu z+~ZtqeEU73XLH?QGto*ZBOv}lW^7kkmNt6@GT}W{tHL_ zZr#t(M;Radu<#M%@YG8idNVpMT9fOkw_d&L_GjNScCy-qAmyxl4fBy2I@l5_J~k9}b7B*UT6jX$|#cWmcZ zGY^88>&PoLfLwq7^IZO@K0){FYf2-ePOfF{#*n;hJ+$|y>;L5f^r9@LI(VZOGA-n<7@;d&8@XJ1Y`(#oLC;dh|HOYu7&V}!)6$ob>e@Is6V72)gE~w+WDWW&4q!@;j)uz4 z2na{H=BdTXf(tC4tQK9kdAkbq5;!_O*D^)N>r_rB%;eKc)hWA6-cDZ|*Zd_V?8p70 zq1p*O{Po^KIL3bsn>Dnbfo}Y$JDfpdO?Dp|6~V~{EW)5JD&SZw!vc*;A+w8TU1>1+ zvy|OnNw{iR5(E$M?h^c#B7nTOyS!eV8nY>jeMAGBQU>OaL0_{Qci1jm|w!#LQ7 zVL^59<0?vqr^C}j!$;LGi{NEaxa_#D&cEQ*U1m)Je+m%L`RGM<@Eq(2-(5}Dcw8X>V*0)m&znYoml-XpB6&G zi@LpVhYU0tL1V>oe}g0BkR2I+nOXLd%g#eU!^w_}O6yFDGiaqahi%Mqz8>c7F3!wj zb%R1d2qI?vD=%#w|N$Lu=iia)MjgAx8z`Oj9^2P6A1d{ioa7b_+^*vIJ zo*qSxI|lUdJReEYvwL9He39P%BkNxb+9MV$yvYP(oS%XY0V!gYg^MrW8DzjNp6)sl zP(YyZ5jfjh7gx}UPyqGZ{(aX!3CZ|l2K+eQ*;#&_Z>cDt&saNdSH#MxC)R#po*KSq7 z1YUwi0oYK0ZAvtHdDycL%QP1niUdw~jnJ~8Y?Ee83)iuCO{yoViE_7W&57UJfOn-h zmHU_?%?tZV{{F`Kx0G}i^3ekL!rpxakzQ8dZtjN^dg+i2ThPSPu5YvetkX|MV_`7Z zDv(C)Exyw`E$P@AEC$6N)&I~r7nFwqs*W00^9QdMJxua<9)*W=E{sdPG`Z0E$50idCZ}YV?Z++h9n!oa&lS%vlo$JbcL^P)IDpV7^>bUZ!vIc*xD;afB}6D z4{2p}kCo^t7HOxcow7HFtG1t_yaa4XAd*ld#Z8Ui+v6XbQ@h^1`tjrsYeIUW`7~{U zNcBOtR-Q68n0!KyucRRJb`mhvYNMWUngHWt*`NWx!zwkFC4WWeQK%Qen*HWS+M72p z=ydL%77)zv&SHc}fc;IM$YAN0r*fhAfq*B%dGI3qpxu=@MN3>=DmQ$V&_i^{5EP`V zxG38{Vf2b_Ae5b8k+g|uz_$5_BA|m^;>B)ZLi;c1LF3nP)#SL#>DCmyKr^zxO?9bn z6a9&q+RU04)A(9aCfZL@i`=$12?K=13#MN zA`=2895z5PL)UvtZlAh_(&ZtEAl;$NLnP<#hs=AS{`0J!9r7+_x`I6B+841Ymni>w zx8CPLIpSwAD=^+7`8+kgI$z{siv}!iNN*Voa3aEk9xA)223yd%(-# za}RjeC9JGZKv^l}^Y{>WynLe&q4I8%b!cOTfVd+py_}Q2-%t>TP*@CG7=FnR#2Ob$ zq|*nDsIlZ@V5cbiD55MLDlUJ!++Uo6qk0Vb{_l8`Ht}u4N+;cpD0*q#V&s4|D8_qa z7Rz52@``Wrm1#@jBlDYDJGU!Q@Z#IsdoRS9H=t!#)&JeEhkH!y#Y8f5$XrWz9)eLC z4E4<-U{=j2+!o(|wEY?1=Zy4yn`>z4#!swh7V9;pYhK7##o)6@D>WkH_a>^og1-t3 zQFd-e{W57#la}A3w*n>6*c7kAc7B|OrO1Iu&EI~@-ZB>B-p=X+i*o>G0dGI0ds5=y z43Oigv>lD(E~tEGAXZ=QnoSWLBY^D8bj~$*dqFY2wOH)uP~CeH;}J!*=<^#DLlh5X zwaP+b4$|N+-jN@D?F!u-Ph@5DrPxV-!AkznfFU?~14C*+!#8}2 zy7x0F2rU(q_4W|ggrhs3T7q;f3S~iUw5($Q`mjsNf1OR6=1=*;>O4$js%g5#FR*y^zU2VJ8@ERXr@#aVMkJ_hKygm1p zzT0+K zx{|TV4D?TN23M*RZCL~~ahq=Fl_kyL>t6u(s{kT2(N@KJi*QZ@L(lALLD^SI+>vV9?K!32+#mIIqQ~v+o6uNFMb;(k zZkR*EbRfSNuSNPlUAhQ7kXl!_LhkVpy`6)`;~n<8lI#iFEW7B&N~renhL}UUy7$+y zpRGTWN3u}Q^^#&-UyQwEiK0YB^(uBD7Oggk`2vK5gUjGgw*Sau;PU zhO8s+efcS+c)3**Z=h9L1}_SPu7mR7p%nP3j0>TZnC}GeKZY*_zIHFC1k7hH!#ca6~$LcChXx62++=aEZ zw+t5bE?{(uhQ$Mk7iz}moYi9kb3prKI>PCLU-i~juI*6U=P!twcR$M|sHZf^SKn?C zD-|lroQO-1OMjIkawBNht{!`XkPDX-W~u?GuWJ4=)EMH^P56>ZGPtb@L}sLLDvoY# zu%jmUTUJgA>vd=N>mp9q9gpa4IstX7W_nF``sHdi4+Q*HiDYBUdmONIPDqRyK*54N zOn}ynfOv_2>iz=griws-H2H#zPSANPin#j{%F>I$b{e4P3hk;>{apuLmDJ;F zQsFj}zDB6*8Jj?(hus$Plii{08)0%JAU`qYwRZ==l(O}VWJ%8I&Ve_y#Y0=7HF?lA znzr>>^4IA1(mYEEGefpPHc*!pH2Vumr=ft8yhlc8Rwy5jDnvPZf&32hLaepWXs?rC4t_eU4h z)#_WVPw@Vie;IdZH!dC)O^7zpFo~Nxd5$s0 z2P?$3w17Tpx;gSD}X!K21pe{EV3ejcEBd4RL*v*SA|V&tU2dMrG7(CQa(=B2H# zs3(t%RB3%qI%)TKdE4wMpM(;uf-Pj9tE&x`3mWgQ5ZH=%%e*HaUJr0rxCx65ZH@%u z_2!k1AsShh7h9g+L>4FfN^s_3rHLxVQ>SHwPq&(uqp4F+%B|h;zmLXnr%pvl#C=Zc z@H9!_|G z`-5fn@ac<7jfZyZO3i;~cv*`tBd`C$ldQpSNtHJ&>m^y5Xrb+t`%TBiL#wYI=T$cE z>2FuOG`btSwswg3{}&~md-vfnIQ^h~{YfpNU{+UHRKQvb`?jK`0sZizaZt4R%tF-E zw$1&if`LH-N4a|Tdb0do@2r^^x$9l<^15m01b$km{TO)cb7=on6kBHWAdtx*J7^sx z431~I-)LO8^-|I9@`=~LT%rg$y$m`FnCuAv!|ST-1=egQ5>SgijYi=40B>tx`}7Ow z4yaNpXD8+F`qL9{amM&L?A1)LkQo)Ri=Q-lT8?Aei+2{Y>cWs=4D17genpXH1UBX? z_#u5Rjw}{7(Fd7e>S)=^YrTydGt*C-LIrE(Td3|Ufu#+!rSlalL|{2lM=B|BX%3ZO z5Xqh%PS$ppiLVMb)l-U(DaOku%Zl;Q9ZcH9PNJEw$nQ?miX70D z_TSE?0la#Lpe#Rq$Pasw-+m3WKZgxcsAx;I?m+V2&pL(;r5ZL|ke}Nq%{$G{Jp8kU zOGUr~C!T^~p0k)(Xtr?a646g=CG@raViYN|V?;or1T42dNWvW51oj-JS=z9PYIIt~ zry@rMqZ(zkR7>YBlb!G(6aluLlrmXq4g0h0<^LEf?4FnF-I{Qadzqz=juPyCV_ z>1c)TF<^w+d(oS3Xv%J-II{HjTd{(Uc{|$EbJ6?PSMtw5svx9%-+H-Ka)_D3v#~%l zkP8sul=D3X(!ypb|FdF!V)$VkmcEU|skA@c^*6~jEa6n*r7nFy^)M?VuJx=FA3cLg zLn-2byd4o+ z<^4&`u+CXO8=?Un=eVpK3=#1)1L*=cyJA_u75`pX{$FCvGeD2LAB!{^+tZ#CIl%Rd zO2tNt&Gl1<^NK?6=@&vc`r?JTed1e(Rkppq41fMko90cUBxE+1($m+TR4) znQ?1d8zU>^~Bz3%$RhcK%-gdDpTYgQ)?RU7cLa@ zp#eWN)V*yfN&kj+oUAqsni?VQ815jS0DC|V47SO`p>W*68oIIlHgjR3c}Zb)HP!+JG^5 z$absBNM$!&EGsRlS2u^YoF6&cUR@&Z5nv%Q82#L54}DtJcBBG@$KZ`alT=WLb&K8 zaSuJ+u6odDYu~86e4vwSJgXtu`E7Y3B*gDIql-pS0{QN7i1gz9k_Cp;#|PVjPV>m_ zJ^=s)-3MX?nPX@0%Ht`f&X@BIWv!zqpow$F7l7<_sTNUHqHmJyA|U~_mFzI{rpXo7 z(^COojPR{`UpqB~Tt?y>2eNa4F;Npt$Rzbsv7R>rfa53l}+j0AXB;3Gg?Bv}~EsFWlNIK9z)Phs-b6N^}}DZSPyxpzh^_T`&QN||mR`vlgP z_Q1^_PHxDtS>_2{iim-0;Ag{!+c|q7#BK`|Pnb#rvY!M!0@5$%-Qj~k)oEQk$v_^e zdpY|?&W(15I`r%!S<#9=%N0ivTKw-%lj(>*k1iqLQ~kxrajjmCe>|o*MX*Et(A6jD z-?$d+;k@pile-`nfy^QhZRGq$aT1HiCGNa|HW1BU_cFg z-q%qlE&*QwfZ@;i%97|+(FMX^-hd+I?v+85$D9x*4l(x*{qaA`h+eY2k~5773(+Y*47HIO(KV7XW{>@+*G#K15)8?$OV?HnyI&&y42F5zA zBZ~0)-T?OkOdVWT+tp1bTsUOD<8xwk@Z(z81#osxjJs;V4R>@(wFMe}S#q9*pK!Js3}0K5M%%!%$~MR6H(-I z564_8!j;i!5@Q~w;1xSRaUv4c{?Mg8cO`@xN-+Gm5A5LXpDk%lbmU`yg19yC3|ZO` zaE1fe(i~s;plmd&d<}w$SNZW%G_rW+hCZjhK??NqlQcpLb1#A_9D0e?fvy1NXO{k(TD7yLsaS2e7~0}|1wX!cD0ZG-;C65h`6h2QHcz1C_7kuz@- zqa+9%#TN-@m9jFUK+qSb0}=M}evgB-TpiH&o&VPP47+cI*o@y^=XkBM%dqH>O1|DS zyEVq=`i+y06iA3HPjomvqVASv z;54WgG>i44nes}WxRQ3KJ_m(MDqm`~JkarR=e5WQLzSGkW z&_Okb42jA@-siE;4BXCt!5KyB){5jIj8cF=j141rt-srjY=I9lg22YmN|9>gzDY4PzM2$gfMOyCC`H8URK#Y3F0H*=5soRrIU(r1a8zXDgaORc4V&*`ol@yc z9G||#zzNF{WlPqg1;vc4EF$wRKDpWI23GF4w5sQS;RR!H-ZSp?IFt`Z3qu7xjRT>9 zNTK!d9J{wfpq1CRwoMmMH_n_6|4mC?Qv$pYhq?F3Pu1m5oY;~uKM_OKNpDzzIp#Av z#AV`Ytu#_U2k;Y1vFeQdbcq>bG2rdtTHo(vKSVeRCEdOFq{8mSy8%D1Zzq)-&K?WX_o4Qc z2eizOd(oe7#BBa+A;}Ept)UerM`V-$ywq@?7cyjm4uv~I;0pzN>) zU8?YtTTw%(;4}uMdMTz6y2D#=!AG|iKSvT;?kM+LaIN)6G~OLm3u*VCLd$b-Y8epz z{v9&sC)eQ3UHR)@;GNWdvY*Gk6MaqXe=PEKV+|tLDd`)k)2Jqu>FWPImNw}ZFB(kF z!U2TTubNXCasLjlk8@_eO>_+X2z_tj-zAfLloPs?bA<0`O6v3r;Vj{fr-n|NkIX(r zcG{0f0boT_ufrISXP_FiMu2otCTwR)Qd%#?wLX~KKrj^bnGTK=_lkZDU`7Flhf=)X zB{7T91-$q<=I{meLKts0kc~j)U0aZHloMk8MV;J|`ftH**Swg3X`1 zEZ>8^sJoxuv{1oUY>9P4Ej4wUTV~$c9(ESao(BB7@hMR8j^t<_&%dZnoYkv;^uQ`F zswy_PU&!yA6vJU(`Kg|Prl0IUWN?wl))&MDUgSTzSe+g{7Bl=@z% zHeGT7(5R*rZ}kd> zqF|(~muAhSK8M5#)W}au-aozBR&n}(=Ms$z)MBj2g6lvnf81`f+M^n}i?REpm&y0^n{2 zjt8P5IetauRfZ?wW6{oaoz3z;HP6jji}4FdS^H(MJS}&5>K0DGEcHbw$w#Ow@u<#N zFQjO~5_Xg(d3LB*VvMcW0}^jkQpAo1R{+C3XXNx7>*fFM0&E(8Ss)LQxH=_4jdeM5 zm1*{T2&IS5vEHTdn&F9grb-ikhdgA@HFfK{W!RwVy8c;`E-n~kj{dFtRyW`>8md}f zsEn&6RJHADq9#a>4H1&eyx&7kWqPnYd=@HuR`C+;gMA80pzb}MOBG+pO2d0%fsgFG z_<%;@@*6WV+zLfCiWy47&AC-B7vI_)3cw-N*ektUcbwp&75TS*_67#TsTAy51*>1d;+mTi>-(?SH7C%L8toAO@}z|5X3GQgqR)< zO~(=RN+(6d<63*x1P)6j*xT?`-yUrt0%;saS3NoM9wJU&sVXNSsWEKi0l@L7fc*TF zT5PJ2_iHU~5VvQqP23MX2Fi-(!dkFa8}@CKzJ=uyrjTNjTC46BurvXR2f?uV%?X24<08jNERGTda!0u^)z`DWLJ=c;v3fGzfakGxLU;E`K zDYDt8KGymmPt}2hG%@mym5}?J@iG2;*uK;`LGS^*+22|7FB2wBRDWbW`_j1icV)Fr z{&<7TxLH19FMh-KIRv<18AX)I9jwONT^%n`r;KQp6F4usuMDZoqij^!C4JAO~ z<00Va4m_+GPIQiI6Crd$C~kmv-qU7dL|G8g@Hv!%C3l-i>t05!d$M$Rx@So#;8FQb zOfbe1D@xPvUvd}>C%+{~T__WsHA?~z-=hfSBhp=R$_;f>Ltm#nAx3ve-?BkWI@o9{ zu-?mo`)NJFF;o{K&cQS_{*WX{H*8RL!ybDhW zCMcnKn_8ppIzGr$zMz9`U*#)E*nWmlJ>ZBa3*24K09+zuJYWg`KwX}T_&_drHSloN zivQ9uL-FTqjzep}y-9p`tk<#Eq~Y9u4y(7N)TNJetxO!o!ACyrXrZw?uCQis6oOyC z$%?^CUq?oh*~t3LI3BP|V75{R%Z&tso8kN~#@RWcqWG3E!LPi5_?W1;Lrv&jWBKVs zYRqOhVc#p%K}cR7tPZSjp!By znS6wNNGY}wZVLou{i+Yc4-bGE#0P|Vi)?Ha5*i}>^Mh4H0*o0hYf4&DPb+z1g=UMU ziLP7mR8hr7@lC8BN_v#fH)danprC~>SDBJJpx=V7)Hfzb*M22h9~b`n7HEb%Cmor& z1a71j$Ie#KS8mCJN}6#~+^?dfBpqbF z3hVVP$kk7H0w<8b0Brf8M=F%Q-lq$9LGPDbeaf8wtZB!Su%C}#jDd;WI6!pKGRrdW z>ir`(w4rXqG3{hANv%zCLCEbagZzk#PUGWPT+eo}2-v>Mahw-}~W5x^zPn%_UM=aM|^5m^jPG%=b`vVy(|WNDSPD z0<~A^P;EsX!IfP<%)V>Z0rsUiev37kqP?LyucGNA?Q}a2>UmMS0{5O)LV1Ub)EO*t zg);$gus9EyiQA{>vctSHM`490%wlvs3bs-LmPy%YP#h0dz`=$QT1 zV!hpmVWfOcf_AD3`ZRZ@7X}p;-xbzUrd5k1+{`}Qct6eOaWj=EeWGyqebC@TLXo?` zu|V>tv(N9Yv$l6VgBHjy!kRKS5ICtLqdZ6M4*Qv)pMs)+hOeyl87uu7f%kd9EL8RG zrhIJ>`U#Ylqi{bse0heexKTMEBT}$Nc%QeK6o+@Pq>05*tGGGoT;RC%EVz?UkPdak zWHGdVIr^7eq(7FGk}uhz0bw%DcjzVvHl}EYlj`-&(nj4;+F$vmvNq=q{|=bvx4^Yz zmP8=LXI`8@Nd{D~lJ0J)-N5D#c%YonfaU+@EnyHMgFS;Qs_|LHc*#Jz90>dkHJL`0 zTtUk1?wu~y+DOd1U3}%~Q9<*1#+o?xhz)o*Rzp*^qSPyx1G!v~AZ7>i2WbQ}uF~%F zW%?bg?HIQ!Un}O*XDxs}DjdBL8{K22cJ|qFopy+@CdvE}W;v{Y?0Hgk3v{a; z<^Am>^ugWbHL)gbKirQH)4PoB*;#zmP%@)zH-nOl^o86yc2&E}A}Yb;+UITV>?4Vz zDMBpSoU1B|&q%PJr(;>ddf|o2A5yOSE+dw~U&l=G)GSaZqc#*Z$cgfuuhhZBtB=Y) zR`>?9x%06^{}rQIiaT(mmu8sL`XFeKnZN-Q%xOor-nA8^Ead+Z)F9x*KOCw>0%M95 z=5`k#juh>uZ1%d>=p?ilJaN-yndQxU^WHCK&}`?x*dM&KC-wN|K7%__rSKe5R4F{5 zxy7=(N%kza&hJs83e^n>Kt#TAdS??pT^0h!4DI_qZt0VJR#< z6D*Z;ag`@Iig%DErPHP2WwP^v<-i82u)D}N(^W*Tpkp-Upjb2XFM5OKGv|pM9IwIF zQ90ejXy9fx@b>86Y5@M80jX}o?0B(c#^M3Zu??Nuq5$Q@`*+Dpq501m7G~TN(G~Z@ z^@%T8C>D^O4LMW)t1ij=Q3R?Ua^Tp&gpVMo$=DQZ%oGM*^Phks!5J_XpNroodk*I< zAKvp2`(!y3SGkL4?Zg_lxx9M)c+Jyp*>_d_0O|(BPk-YqZGm6@z(10zsjSBbOO&9{J)`FbHPaycV0ZhzBt0$nwyp-D;ce9!=GjTD zAI45l(j37E=79E)s;Tn@5vTm9VA9ZTuKeTs>TTpP^Q4N#GYm_M`En8oF-;5S)jls@ zAMvb8rA-pI(wXg?Q zArN1$UG7ITL%GeUxO`E;hV^G8OUvIER7jXNAl>7}MkEh2rSW-wI49nDcXO&@6ofrr z#ZycQ-?Of-*l&VW7_)%$FTi*BRr-DO=S5FPZVGt)h$MNN&Cj!#4?$69O2}&RjP9Gc znS?H_^)CbN3nzS^@g)i@1LBk(<4a!!Ru|clPXI2fX3e}6Qyc`yy=n+(c}r`UAE_7aOFiEYUT|klhlk=A>uU8Wlda$56f8R%%U-oQNXKs$oQ+yK zCh=f_O~MJWxuETtBJA>2gnK?ngb}=THoG8>#LCB1$0o~Vfnm4X{=xwr^Y5h;-Mh`9 z%RM|c9gB28Ei#sG11d1}$E9f{sqN`kQmwff&JlpaH`CWaiOHxRS=FORjaJUak12Ho zJ}AA$v7fumk@_?O8t|94Zt2&Hqc*FfNUfEGtKip-~O{F`2ZqkE6tj) z-*c|)-s33S`(n;pchMG4Fvp?cBe95;$ddE9E7h5fzklh{J1eYC;eqR3F#|8hrysem zna|3lNawj>UbARIZ0k2wNU-uLAKOCjeKn=XFc%hDO3D-h`)2NGI?8Vp``C96$=I@n ztXp|Ri#z05G_e(TDox*SXt*ne3@^=NRb~^aF z9E^xIq0xRf(vtKFXm1!H3yC%6z@jnV8_CYG+J%{aG(m~3v9OZQ?6s|CIY zM-qq$7eQLk)t2XNw^*G)^S#;K@4G5YJYR+F-Hml`zEaF}FF#?BYI|nXrYCXeZDf1k zzT*9!;bJFdBY*bNaU-vIot4v_PTQ_tU{PPRfuDfu%#>DA{;j=%&&5DK-LN=y9n2}1 zE2d%HyULGv8r&gn62;@!2hssa!1Txq1w(I=XbgzEysHJ~>!BIsKzMdcR8tE*Kd%4)v zs~>yBq4@17nHYdV&Tzow@^r=<+re8>y}Aj}f7tN0*SN-y^sA5F+LmP+)cx!47O-(O z!J(S3zS!Uu2gjWZ#og$mY@jWZ)dOgrAGxq@-1B@N=cgLl>g-?{on@mCX1wUVC4)xM z*32tm*C!0JS%e6~u~A733(%&U0>rakc7WgloyFLZbK& zKAtX_0zl&^!w0jf-2(>b-2kM@`2o~rHMvam#^1z8GJE5NvWG&yjpNF-) zjx&&c;b1798gN9Z1>-+icK4-@?i0i>{;3f`Fin-o2>Qb9!qo|5#o#L*)FfUl)ICAf z*i#|8PUxtMq%lzgeAXs5WiT6Vy1hB+mQS3@CK48K2szHe;nxO8)c;g0K?1zVkLCxX zP;wbeu;Ik~a$K~{&)cfa{+iOG!#-O|(y08w{JaE?LGkAfIHCIgp)2!+xulv8Fa|-+ zg>Zb{HJSsr`FY%|$gECJo!!;_Qxg|;*SiuvKWo9Ve(MPWuv8$DZknT-I{x|H1(-s= zwTn7?cw6N_GZ$G((e~Ccg;GCt)Z6FBIbWuA;${9WttOqQwe2;@K}SjzGRgMoD^smv zv!LM5mTNvOp=qLdQUfJUjrXU4Q42JKe{~Yz==?v!>C#xps9>U#yyc!_{@lhUe;#Xc zdW~VZ*0_y)gO^wAhJ(DwlV5jq6*8Z+e9C`v*upU@*ArexV!>Ts3*IJw-YsFH^_h z`6v1(&@RB!9q6XkbEIy80^~U^?daQ~5wrIdSG$>_P~f{;*9ME7#q(wMUL3oQx0wm^ zHLvX&(;istaf71`&E2CVPl!q{-TAQn9^D3ydz=>|x}{N#`U@U0{FGv(_t4xcczM?m z3y@~C_`}p&(4I)4WJG*E-`jl2&YR&7V+A}s5_`G`fk_%K*zg4<=|uT~1_DtC8}QY= zubT9PFmSH!7JlT$|B`sMA93tAjO%gYjQ8GV2&jgb1{0^LA{ZNznA%vph!%IC0Z%gQ zWZj()USCER4q!wDn3-Mtpj28*T01D&8g-_DsRQM==i~VEmLtRGF&!UYcoWvHJc1b^ z0)X0!OS&EP3x95AWdPXyIFLk$K(Ol1gk*2mil6>@H%rmx@)W=>Mfy{cCF=TSeW3p6 zMF(Ez{huyZh#e{oKBf(vl4NHctYs4eUWcetFamzcdqq5bDi5RO+nvNRE6xN-lbpPM zA91JoC@c<-tO>FIVnqn8RPJFib|>8VPx4O#&g0XUr^|)m_0iXs%(2EQTwHa#T_;KN z!s7z3vL@MVpmp0}dN_F+k?&&6ZV#PhDqkX*_5VDV$!xFKMy@IC>^MOuis)~+$k_DQ z3;2u8Am#g}G)5zlbo!GRP%deq)gphd0kj2da57Srz$#YBiJOUO!u+}m>1Ds}y4$&s zG`34+u>Q=A%_I|XGjOeddC7$`Eijz<1-{)gbAAByzQpu--9i?jzA0W3hgfi{Zpn9) zXk>`e!GihvBnt*Yq~esB;Gus=;T}EfD~P{GKlHH1FZ>IprR1}Qquc<07jrLcyra^6 z=@{YLUxeK-b&HXa0jJkN7PG(I>2SU?$poP~-^fe0eYAN{uI|s^A!qpAAd=eN9}eVE zyNAzGP=0LbD%7bcH<2~?1L9pXVzn!ox|EJf+5H|zkBK6`iLd`<0rFD=qbXOMz5qZ=Am*7aYM(Hcl?BwVbZ0b^+B3L?zf*?g zRrS?FKatvRK_0!ZG8(IpTSkYf0`ohenFPW(s1QT>Qx{bG1ppTd;;O1MVil9N=*M51 z(jl`Pz*o)0!TzSoIp&T)agnla23IM()r@^C)`-yjnRX!@o?0Kd6K+nNxkea>PH+`M zPFk(lV*qs&d&8`$M>&+okY`B-gpkD)$|^(wV$=Z=`KYyPL`6Jjt|+%+Gw}s8|La%jIETu`JgWd=BrhIZ9x6poLjlB zWB?Ua!LtwQ<~-=0n7~NTi?Q)QM!OCj{blxHG9R%oAq-N_R$BaWAAN+g5Vy!zcE>QA z$Aaa*#8(YF6dyz5S@MRqA(8!xH~EHNo*K7!Q(CkXHT=)aV5W|m3@j({W4?~@Th0d6 z#v^0Zq{X&Ch;#S!B(yLfhn&*l90kvbVOg`UW&hQ9U0VZ%d}rS8f+?A7iNNon#&k)O zTWpU1yEkK!rGnHj+>oJ1j2*ZmUe*+!t*-JYGt7PgpK4*BoJ|kdk zq^$jTTj(N;)Yg8m2!!N!QTHb*^C0F*QZ|GJt;N z37RV@vayYk!xz9`>>dn%x}j3s8KEri0G3(l<7#{)M4!5}sTY{(No_Ho3Bsn*f* zg7zpP__=U&i!y0#E9=|&!pK)#1jQ9T5yZuKyRnN^`~k|~`wFgKRtLy8Ed<4xXjXF9 z`sZUC&71Suy;FqdPA@Jzg660FH=g8SoQa$jMBU$9%P7z3Tnc6-rO0lsb3v zTh-&pnvIZXnASO|4NX1L)M247F}4`8&|dK$elyhADx*&yVYhg7lBo7Xk_GwP%K)a@ zIrC`YD3nnR=wagdb{!Ex<-)qm&~AD^mE^MY#*VSl#VFl9P(0Sf1hiOrP zJzvYdcVnAMVAKbF>YlJd?y<; zEAqzVQ8;r~9o{@MxfX|7c>yjoPRYELuY0Rq8HSCOO}?18um8jAYuhHj+cZ&rBn0uD za@>%(Z{4OVsl&SB1v_yjgbgX{=O>H+kks;0Zo6Nm`dgfehnA}wt*R;`MdhVYK4Z3# z;uUo4il1UNI?v27YLXrKa_WATg_e-J_eA7ItF!;^d^+xk!^e2ov2>eD2fBlq93|x*0?79c6}pe$^PP?mI`O;AaL~>wMshTD{UE zTzGAdN;JUE$K}s-Ddku{hHGKHP}xL82#)^MUl(xB-vBV^Hgt#CJMMR1SVIXmwuMjP zt~VC`?6W56skxXAPLU(cZ(hQAxwiR?hc4FFfu`S02Z>0 z)>M=K+qW``5H}#DT>Gpsnl0IHUrYDh?43xYiFXtk=8(x>C^(=l$i#$!)Te4OSqyLu z@{pnH5j{)G{*zQ+%P#fB&RCG)p(eGbXrBX7EN;i#j$Wi1s%NTb4ZO}Q7?#oPH`sa; zn_z>^SoY(HB&yt3bsB#*8Q2{P@T7-JHvU+(GTz*-VO59OZ*+(gbDkqcWwpY;aD&m9 zp=Z@z4`UqpARJbAsSPrF>MATM1)IZhN12;I)r>pqI#oRT&p1tx z+V3otEn~YO!6H1oIVIXSvGDi?YPr8#S+8?#DCA-JDshkov;iDD2;ohsy^&8?;Cbnf z|Nb3FJjoVVge844kqkCOBtb`$%$$Qm*cq*Gi@~eA|Gfb%^@lqz6cy*y*;Pnn4+0%ZR_+WM`)V-oHDEXkh$OWLheU(6lISyEyTZkY>L(})<`O#ZQ_omfJMydQ@O}7Bu0shYoOFh zyH0}8)uZgFOIc0%Yw4QTl?5xj*9xWa;zvAs)uS+4pA#_`^qD!JG#ioWHZe76Rg}CF zG1z(KqjY5BizcypB%=G1Z)a^f&CO*LIq>Fb^=X~&T!4CawPD`sH5A{j*9wAp`6>>Rvur54q<+dZj*OlCdeV zD^Xp28`;Q&yAHFJZ*w~_8%uZX9W9kq29nSD{Y!Qpdk?w`YpEQZzMOVZa4V6Dkw-5A z?J^+?$d4R=fA5)?7lp5BE+SO^U%pD$TEO1%f;o-4{Jd~0V9mbAiJd6CrgLT}J+Iqx zBo}m?Td7)p_qn=C{5QJfH9$>wo-ImL@7j|m*x-dYBCydS=p0e9xAFO)4b%J9>&jPr ze8Q=%XUhKWLr!MQ66aPH>hn#zCa$gPJcS6KloUHX`S0Qxw*QO2I&J9~^wzR6)0ybL zZk=A*reYkCDz>ZoDZP=f)H7|9hia0gwooh}$YIFcmP5kiMevyj*#F_5&uh^Is#pEv#k%W6?0vWO6|>AP{s4RY_9H2)GeeV_R`hI%)B9QvVdw9TY|Q~eW4 z8mv7NE_Hm$kZ_Mf---$;(r`3si&)B+6J67N73wZeUAq>PM|4^KL6rAXBe%^YxEt== z(lrmOgxgCjMXx`JJ*dV)tZmB_8`~NhxK>-+HTH6Vakfd`kHXTDK)N5jfv9W7+esle zh<(dZ&vqg|Yj?e;)qWy{+YOj&5JU89CIN&bhK;_xyn5-z+MEZlH-i8kZ5ajyqbqct zoos)niCZmxy^wV|;||4*Rr*v1qnHqK$Ib*SHFbiO`W;>&3~#NegE~KEb{<1=1|jrfg;)RAYWMKzYtRy0je2cs}ne zvb0{LIH@voIABLt<*%)$i2F%D*b1$xCZbkFnoCI`U3xh>$!;8BRR`$LJ^35m`bXfs zcYptUd|=~MojiwEpsT2LIY##g`x?rNrbO>xiM+F9?Kr()`0p93$}7G}_A-tAO+Wt0 z=JQ~)*_fFIhM$QmLAku+Vh?NNtZeJk?z?AN{(~9 zV1X16kmMt`YnRnR~?bn!=* z)HH7o2tn$!cswy&HnKfV_0&Wo^;%2_M2*du2PfJ!&{_S;hRvSqMbRn~C`Hgq@TSL* z=a`EXYGr>RiV7P?J8#45SGU}3YbLl5vp4d+F|P9+!8n<9|MB)mCPtjiP!|1*X&j@R z^CHDes(5Pm2V=V{Q*@}p!%k7Xxrq*=1fW=(QL7YTOnsylGNRB_@=vvg?Noiff_F6QwS z)pJ^ZDbouUp8rU-tn1S<{@n@1B6il*F8@6Jy=!6=JM?0=+a1pr8uJJIx%&0sbb?Sr zt}7ph9`^R;IL9K>>yF1A(Zc*sx%av2lZNr*p|^$1HK>?!Ky2Ezmi`m-{^q+a>ob|EFBeFj}IiR(qjB4M-wv{La^hJ7Y4L-7+5WtE=KaVc{Yia}aN&QQTrhW}mgW zic!46?rj}}AKF#Qcd`judbkR&zO_-bI2wFWj7~% z-oSOR|C*^WpDTMYRXTT*9ynpB$u~3qH#PE-2a4nX7janfX9djoN}fwD2jKQ~c}bXc zjzjXp%$avYbCz-h*lqBuz}ADo_cYJMudW3u*elQ#1_18<^HQbeS zTMaT**Ua$jD5ah|b&IoZhwIV$(OY&uA6YLi#+Ns?O9U!^5LgUgA5O}`4e^zYA(o0f z_{43OdF&&0fsJrDn2tRBJEU`h5yt;JhZIIi3g-1DKNhYzoZGC^emjBsP$MyXg`rhB zXG!+T6u0ljEX}pi>cn;aDN!#jE1XQ{G}Agxb_b8gqA>it+#KmAg0(bbQQrZp7-t~v z84(@waqwHz21kJv1*TE;TDf4?jnNcLD7}S=#E{Od<{Xm*>}Pc2df*PB8MkdZh4Jqf zw$hn^d<)NQw+sR6P$(fGEp&nK0wS37GslE1%!g+1vr^B{ZtOq<$RKUh8m)spc(D%J z@1Tk&A|GfUzWlYzL_5AglFtY#(EjRX5S-58AC9yX_$e)Kkgj3AQ=%o+FerTe_bM=tZ;~O7Z~IowN#$QXT;;1>+7qm>=l!Dv&-q<; z{awCQW3?u+r@y>~R_(q}Kyc4fa_l9wNgqjb*u<{P{` zMay9*W6fqT??ycPc?CPF=K^G%WD`1h^I1A5SIR#0Wo}|_kFQgvt+1vq*oKk@-G>~P zg#;(t=7I1NSGmeE-lgU!_D61&m!|3WNWIqygPP6xXE9V`_M}a=;J=X(E3S8{q%tt2 zRq-S3uh|~rVJ~2Ci2{??bLkk z6M<^(=mN)%o>xw81MKNsdi(g|?XgIrLfrF^{%fdX_Mj-Bb+`M>maPtSR#sphy0B0{ zu%oz*NeO?7P3INzV-sM$a#><)RuBEHY)-^#{8}lUY+fZL>dNllc?%#B3hD%*Ywed0 zW7;Ru(@q)wNs@vI){Y!cT)Vyr0hN~UhST}{cXt~x$HyNx0fgq-%|z`*luacY{jP1d zArMCMX@4&rs+z4u-Rw+(<(lMj{&{G2dhGVv z(>3tE$4rD*6#e%Fxki%IgE-pl)u(`iUt`J&Kk!0UCDAsyCt!;O5D*%^#++!K4oSMY zNiKQPl?_?}KwVyTC9TGL;hxbce!GqkK*b2K+k?$_C<1pGfjq*7R^hY_s0HC;02R5 zj3gIt#Ll6aMQ7yF4s`>9HJbi#527OLA0~!w@jcyW9%jN9O&Hby(uZ8=&2RQ6kYYZ& z5e~1=j~}EFjkFNuZ<{6}Ne}b8dfs6kr!7=oTPkt3&-wk|$$wUR2h`1fFLsIqNjl1r zI`$p$zMBMaz#>vw(wXerCJl1r+XB$64q>>vX{naDMV&E6y zrMA4u}LcS==h8xS$+Tc z33i*TEGDbp$S3U3iEM*6&7k$Aw~l?%>^4gb+r`{s#xw!rRgz&4EI-hL$+CvYH9Tmy zoreH&<8;ye=AfBC2-yFDta!xl)&=v8Jm3r7HTs|u>!hN{+%g`-kj6b*6NV5Kvd{i< zOmi_Zb$N;~&1(^lILREcoXThkJ;UZHQOT{R4Ygv z$OHEIyfN!ErU@9BaFJN-9W}WI)aGiUYsU-Jtk{d$XhPKhanxau=Wk%H6Z*@AWzR=n z9E&QNnc;lLz*tn!!-ds?PYx<`4jdaUzSQRivF%V|ij;dn>}616Sd>Zz;?)_Y4w)FW zRsZ&CYcnMMzzK`^JpvrvYV-_~A2w2d=~&H%Ijjq-J#P65I{rmR*jfnbM?O|gMm-%} z7l9u`%r7v~&d;oN=8@Klrnq?@5Dem9rz~Oq>GS!&i+;~Pxq(CU(sxYD48Xxw1?}Js z_Q|DTYl>UU^nXckLxWn;4#E}Yuq!qbqDi43=sC%KETk8##ouxhxAai-Z~%sd`OyGt z_?7Wgg2%@TiaB;2ZEWRVR^@n<3x)krN?qc@3qnl1z2=-A@}O z-3+3MA$fmyM4OM$>mJf1!1%k)A4m3MW06ZyQt;k44WscrW_*uAgO zoW-z4A^a?7xPzs2-Yp#((mMezCwUV-t!augTP1sj(g-iV*($&{Qx-e zUpMC){TSx#fVBFOOI&rCX=|qZ1iMGO^|F9OGjb5R&T3x(h+aAtOWPjWCFErPW|Aqn zalsR)7(8hS_@buJ(Acz2$i8M{iRNe5q+|w68*JKUnA6N53mUg+NmVx`4R#cJ#B~s9 z+}xvdnukzQ0yLA>} zP>x+c3&(iY!?)I*JE3ME_$zxZDQHnz9`ISg8mhhpVL7N=5)Ad8pYMcaJ6UB??x_Ei z_WCTE`Rs7xdy=HZaD{_@ZfCC(=Xerz_>lhc>{!a_RXD61GcBH+K-m_w`das@CX~v` z-@bi=_52|bJAXychh!zi)lR_vUcP#8dLRS5B9I=ZpYPURarj=Ddp$meF>TK~8hkYU zALlLP|6i(Vd^be4Hx>9!#M&d=Nns-EM_<7JPtuQ&@HeR&FyiFr@4DLz&5w3uknNF* zWW@VYGXBdaN@Fx&U?q*O@1Zku}+M$Qe0hEyL4(SGIkVfh5?(UL~m-9RC_xuUZbv@VK`@Yv_ ztu+XaW-%Ul4P^o}^q^xe8|hqm$qpE;=*zJV+8o?Ef)@?~ajZg*lA-5Yhj_%8lSf>m z)X(X$di5x0Q!S>{to|SCI%58EEv*Tl?hLaAr2j7;SbP`X6#PKEzkX767RlU zyfs5JEb0I~?%71d_9z*yZjAO+^XzdrqxFuqRU7t%EoJpDG^*J@_EcgVl9c2`=1Ly# zk#Nwt8EK)~YfW;|1|8b=brywmP?2VJ$|kR23I&=GrJiOvYTMzy&wJ>&ir4Nvo~^QA zxJItlM1k%LKng8JWQneHoE5FVL%94S7b0$733me{^~ReezF@LU^Bz@TfBe5FKsX>y z+bRg9>jtpV@r(4}0VQt;1mkOgek0t z+R6;>9O-V3PBa@+8fsD;Y@{-RecIJ|_$MLX--LEp-OHqrTKs-sp1v6~Ia}8WI^(yC zG14&#h=m?LAm(7;uh+Z|b8yH<^4Uko0BdO|Q+|#h395aWx?I_Ud0=tmOsj=nF;D#T~z!VLy7+MmWu1P z+-Vp>nmxW*)P)zDZ7@XjNm&5eLy8SFO){ANje_kmRzQyAT-d6EJnOU3Y?`3! zpZ7zvkpD2Y$5+tQcVS1dMKMME8LMuOjpj4=ItJyndHO% z`93dGJelpal|xDZa3N7H9BQ$DFh)gWyrS}LsyjWez2ySw-AGVwrJB{8w_16z&+{Q} zwJrN@@~q{iskS_1)&Q+>S_iP^b=XlDo5KBQEKU=JtJ{{Zjwr(M?(P z?2OSolMh)V`GDCfdVirGr-pe(X3rvgD=?VIdU+$JVMjkg83B;_404{&&pq)1g;-!P z+m~CC#T^Khdlkc!%r6F%Y5K(<$ard+KcHH_3|#=cD>tfAojH@Wyj^}{ZI3dEpxcG}a3icTS zH>4U~)Z9InD=_}KB5rVi_d@h5_}r;Bu6U{E>T~%WJOwm@*EV7v%k8ukU;v{pZrEDu z=c804c@amtUw!UbLjJI+MESEiiMgT+bLv%5jgmCVEM3x=}&W!`1?K35Ur zg!+@*GhL>%5ZKy9iFxKZ*J>YIi`w-AM>_|Pax&(#K7Hctk^|z{*t(weyNH+>8~;@! z>xOi>>uqF5B+%znrXC-dSA)+wm0-6b=HdUEf_^^{{U?A|PI|)vCLhqXifPOR2*%3e zBs;rr-KYQJ_kHJ7uAKcxurl9j5~%5bAnIJsDmfY(Tzx_ z#(+x6)7xD6hO5e((`MFcO{%4L86R8Yg*bYCGQMnw#&9&g^Oy*M9=}Xgplnx)q_3lh z2CCOAI>abeJ>tW`mqsJLALB!%Rvo(^22^k;ou#ooy#Yz^gn*0@o#XS@xtWfc;VQ6R zXXB{DH)fX@#QkiAh$Jd|5y3Bq8~)FYPmb>>k*g>p@c^`@^6*f4MJkcJ-WyLdZ#MH_ zn|XwPBbldri=+QiNJ!wDPTpVsK7PIZC)>2Uav*M)FPuDH@4dd;eeR*;t&bKJmOZ;7 zhe}^?5BV5*Sp=`0;f?qRA`dsUc)cJxi32<1A(jwXeqr7RXq>(l#=|Dc{&)ctcE+yl z#m@`=sp|ie{XJV2yVUqDKc}X+kKw#x$tl~k-Shw$fH$8#onHT0pC{^*F=uAhZl#^D zU<2T2z_IRl^rv*JKQ*q|^}>XgYh|4pO@A4`!V-sBwx>+?%5Si)>UC5&i_Fm%B0gkK zaEOd^v{JNzIudPXD2sMBq$Xt(CiMJj*!4neqX^QYi}nrsc(Ek;YjF#ekI@}%iz=Q% zkGlK%Be2#=QdVA(s<*_eER~9ujETBYRWf^ zUEeO7EMn0+AnHhP#zmjA;+Qug-pk&Vm3|3gRtPMOGy0NVk^~}xKD)Ns#2LbbZJJhJ z^BC6Bp3qvm)Shtu_&5YM!-t`)h2l3Wc5BjEOn0nortmzwNNKT?3x;SYp6 zFFR{5g8Z#Mi#_>$IEh&_kRnxFfMNZL!MA`^QC&;=ug~M%nm&d&FYyYQ0!trSkv(OL zq=R2fd_;x``}IeB#>p~7u^#rycVxrFoqb5cuGA-kx92;KbXL6lM!8FBrFlpFN6|G| zxlWFPPG89(uJE&Am?25#&Y02iK%1wTnb*Q2BY+~|r%z@FIYKu3C~ibI8uGCkTDz;? z;v$Z#iB84lObeXG#!P($)6(?1LT=_~e8UJY&o1YCtSl|Bz#S1qa>uNEKCy|&oo75> zs2f;L-0IZPya1Hm|#mJ73I}5u1>Dl1^d3=W-bRScq8IJwn;( z0})&%Tu3m3dT*>Ugja{ok?X0cYFXyn#wiexk=;7QiF%z$&3nI@m6o88ZSS3_NM(*G)4OxXn>Q zl2)8EmeQGHPoB}GVtrI{c|NCWHa5Uf_5>U;^WMp#-Xyi^$1tDhPg-W}3#;xkyZjRp zYx6T(4>L}lv>`&_YG<4iwV7Kl)!hGL{h*&s{08N3xNUl=?5!u5)3lues>>3bWR|ErgG z!_G~GfGdBu1VoyCqqk5W){zDI5WL9~3}C~I1s3oIbY^FBuQkB&VsxhAK-ux~>A9P9 zMb$~Hcr&+6@=uA40i@iL*pg{DTxo!K%`L@G?ouJG!)65)#M+ylh-9s6Grxoa%Mq2Ce6(-}cY$Mib*NuOsi7Smks3+3|qFc*Wr z_&^t|EGm~rmFKqtkP{gl#Ae7oD4Wj-@ZU{z)lRX~<@81i<|#=qm?wKka5@77H0Iv# z^XWVme69MLo{q*PrRx8V^`sCbs`}ExtatS9LM6dcIJN!J8?*uJ5dye#`sQm@x zYmc^yx%SX>_LN=AqqXZ+x2)XnO$UgU(HTJDBHSa{mP?EwuT|961uxeKC$J{}B7As? zT~^0l%mO$g3-rtztvdM;S&vvVQU;lzdCCPTg`Qh(BUgYogTV=oKVcq z@iHj+$vS3#PJ zt>(1Oni?6R?H{({N@=+2*Wb_a_|N`$Mu)@|binkJsyiEMoTJ1$-dPyzZZug17P+gG z0GGe6L@=`|{;TBHyKQ5gj!vz>N+geE9|<29G7gnzkA6zcS1vf26%n*L{edMHm)>mu zU@}mhyOWdZ)lw?hSi>3Vt|cL7CX^6@vnxPL6BS16%qYQ#f9#=X+69MaiEmS|@Ty(^|y zif=1cLv9J$8Z#;ujvlSM$sNH#i)~Oy!)Tw_LmK2j|SxlJ3u$qpV)|!Q&_SPumNFL7IAxj`{reVBI`G74csCg(i$ksC`8Wg zjvAH8UJn09#2k#}?R_TQI_sg)%Ijv_VH`JleaEGbgRX_qw*r6?luzTw@KpxLq;Bp? zIc%MyU|%_3@$S3_P?{1$FJx_X{QW}KI_5nZee|#SbzuLo09qsf_0bUst4ejT1-ihA z%|q1oS#Y;rccqn(5z`_u;Q8N;zXYQMCsM>{(PA6nq0CLRw7Hfps7q^F)J?7k7(aEr zPRbd1&d)*@(D`)`F2FlLBq5=@;LrU|Rv*}(j2QRvJIEMp#RMs7j^pY;xN4-NDV{H7 zSo;B27L+gzSkXIcpcg%~%+l_jQ$($eT@avipzC+F5GXH8Y8li(IN}8#?z(5ZZ|O+y z%?+r~Ris5i8Ji+KVGNXXVD|gd5`v31FpyT7uYZJjz@#1tU4VDLzS7|xF7AKat)rSM z60?zj;ly5NSv8aL%$vC>rs$CCt|13et(glK_AE_3O&6Cy4*$nqfnjt1qM4>4FWsNh=+cZ^( zgsQ9wiiq)E2AM;9obN#RHcLdT#3bL)Jg$x7D;xj4_iv~tU-wPT`f31qQ8n_=h)+f< zR4JQ68R6|-dtXJ|=eM-QZ-2tPozh3CHzWQ&Ta|k^aqFBuUYh86(4MTrLXG{Y$HwbV zKZp?4L3_45WUqtFkQW{){=7VHNz9`|-p7mZ+%m>~bfk=Y(0P_ahzWb1-0bw+)fpH7 zH48`9+z)>FL;#tgXnaNbU6Ef~m&A2%A7rGhB6i=L*i$~EkCKJrwL>-=ZMI^;WvY(e&#oSl2Y zH8HJ7P9NeJHSrH5uXrNm3bXrF9KcetfDP7FrJ=k;LZzE(mK$`ZYmB}aia zBBQ`>g7ZQ^|4FjQoko{HFRaz&OPf_Ph2mMr!qhgsso*4OLHUa}F=eHx1#ws(Z}0%o zw9eULQ`hxn8J+Qj6t#iG*$*eP<-Ji7(vj{jrzmO<8+XmU&2gOc9Uk8X<+@7NeHnoU zc@a>7*!O0aE|{=xlRlB%a%($6{{!Af=ps+gKVd8*st_LCIDwo7@HhLn(K>(Ji<64+ zWO|6W<$M=6#~t?n8fO1$*Ts&#2u57T1F$S>Zkt|w^(eRsH;Fzn zmWe*Uu%*x^0{?({-%vUsbJz=Yw`1>n@VBHvGTDrS_`-l%ro3i|u#F+GDP!puu0yymEf^-7UjLUGxFX7W1X;-b)omlwv9h2sS=gOnfCj#O)yD)Y9NOPAG)siNa$ zET!>kOaYwKC~iUwSn^@=&BQe%L+hOj7cg*YnD}bh)?P@z1kQUphdXq;e>+1T8pQg< zh^dLo+uqMkw32>MuIxh$GKvg}T5&k+C`U%~^(8sG@!RBjvj5uub$0wOGBJ;V@v^RY zHXlF^pV91j)&y8fNke>n5EO7a4_Q0k?u6>%Fpuy8N}HIVi(yvd$xkqY7=nZ!NCy11 zXz~afzp1b&?@7oB&&KMTsBp`{ZAolg0F}_3J9WaK6lAV}T~9F>xCGHaCqkdC$hV4Untj}9=5vdN7VRO*J6Yr?H6spfQnJqumBVYt*u-&@X7 zN9$304)s9|;s5@KZ@Cj}SZh5b(%l=n6xUJmx^Dez69(t~^$NVA$swq!a_BYPD}LNI&;4#3O~HS)sgJh$1ld`a8#xZ3MJd>~M|!CSY0o2Zh)pe^2A& z@@R4-E}>8JJ&6J=4uyZPxz(E{l(3p$mTx9=Cb@UfJg^!~7Py7ex3#o%-&b~B4(N%w zoYpcskk629Xq;tFFwoH2TjD93VOvGyDk;_=iL+RU66fT20a5oYW*%G7rF1oBj=b^C zIQQv2TT0vTH8*9c;X)`px5O<{K`6ta#xYSJy?CdN3jTs4Eg03rC8&b9#F=Qm)}B^~ z5L(T|88FDgnQg=4j|ZjU9Rfor#p9hdJf%s#ZKsv=3h%PP?`0)LUm>&(eX>tL$9<|p z$NjkY)mrmgQlH8?%c$yWk=02B0O$>pn#Df7-7U|@_;O68*v=)0M=3!JC8OIc>!<9 zYUZ`2Um|c^MJV)PwT50k{XJm-vpfA(#ABHc5&&J~ZMh!kqRzKndK~>S)0`9OcW8UZr^OLTHS{qe8KcvQ;hwq@SS&uB{;o~sDc&1ZfUpv2-WL<= z(R}?c3b*JlKc@^+t^HJf;?9pGKGe+w%Rp$Q9L&dMh1tS*gu1(u3XaG0C)+PQ+lqtF z^hwljT-YKs6!A?%c;)+V^w45uYpCteK59z}hG>v~yBbGt$lavQ)i!HW*yzzew*)Jq zMZvzGhAv>)A)jqhN&<^nWQ+`J{`!WdW+5wVavOc|9ht9PGNEpA8xT|pt&V_qwr-`e zn_}$WKMi#77?v;VUDjpE>5tZvv2ZX7MY)*20?6(O$??pC}h<-zhc znB^9kXj>j^FKnGrxcTo%T(j_hK75ifetJ9& zEHb}2y=*}cQJ-*WB`qGhQ0lrI^mfps(XD%&{qXHIQAsC(4o+k}hdWHjAC@6sxvxs4 z4%eW2lf4p92Y00IG%^3p6kUn4gk>b#-;RPQul3nD1Q9fsPW^rnJ{hJqP%)W9w>{Y& zXjqk6!(C4UE=sO2PyEG`!HWGRyE-&E#(HjR9R$*E0}|qxk;|E_Wt8qf2f`a{BbeMn zRe1MOSH1bBJyv=DkW%%C)2Hkr3UT(DvZdE(EoLpxIF$wUeYBn~)cF+CiFrf3x>M3X z?Bl4^feF^+YdA|_Q;4o*lJs`O67dD$uLKtJ^@>qfZYQ73uIB*&Ec#wvoKl(I) zIyWd;ydE_K#CQwwzok#M&CB7SM0b9`zMH;5M6Zu4qS3jg4xQrtbE%=_&8w2K>9X+G zW*uNNsLX^?A6F`tTU%Fe?uH3C1`KlkS&R>53;3fO^OJYkfrn`+u}@n?(DF=V`y`?c zu?h2S45wG2a2iS4fJ18bH&J`}d8?rd=vlfRbP>A2D&85@BvWfM?c zvLP1iy~QgR_ozT%pH&+Zzh}sE8}vPPIa#hBep=2xFSEEBADO{jR3Fc?ngp6tu zO*=+;yk44oigKA=;zWu3?mf$3ibDr-P?ZL5p=#z^6g7}0pS{f4)rCwI!Wjp(;wiI{ z(ALx@Nsp>Tl6>Vt9Ql>)@6BdXO>Ode<~N~_aX!qFZj5$E(7~|B=7+`A{xUy{QrP!= zHJQhpmF^!L8bWskeEFeUdW07DO^#ZQd~EjHm#W8m&0V?#j>hzd?xf95bHb_8gt- zR<0my`s5ffr%u~&n;Kb1I86tCt(@Alqi?!2oU2@Kn2^&JxNE5K6-%1LlJ&o3`p3`w zuuq=nfdQH?Y05vI%4|_=C$qJ-H=aiu=6z3 zGLCP-5%%(st*dbwV|<3+L7JptDrc?!ibiQ1 z>#aO)7r%%*$4ofp2Nr!o__E*Ue#PJ<3_q~A9Vhb@C-n`F)(Qi}n6Vl4Hr0>Sch`nQ zGEIu*ztaPYxl~0!ih5Lyzwf@<1-_60Y7)7BlautpB?G$*M4li4Z~&Csj${s1`i*2% zIHSQLj~AW!zQ?C8jcy3c!|02q^g@irF2cOodZ0*t><&R!J0zmX5mJ`se{|%{KM>*>8#_%u_Ak`u1~|Vd*yk3K8yP%v zH2MT|us_#_$ud0bg^d!nu4NWT zuia?VJnbe0t*f@$UGg1mBhW!*TI7P2Z4{s{rn)JlBG@HtXN1yvI(-TnSv_FZ-T@$aq8P+&x1SYvGgcsyxGMtJgs(ldcdgd}Dw^ z*fLWfSxGm{OpTBP@N2l^Twuf%8an0BM0skehjy?$$Q^3)7x3F_wmWmtspg6^0#4Xz zL0yPjjVg7vlcQbrj2DdQptqB{=O6>zvUTzh-6F?dfR$^J!an1hl|;l5k)}y_SehMl z%@@U_CEADJ=U#qlu zTJ!XkEs-#+w`sQBq`Kai(YhV=GhU1(XL#5rW9o-?f%wEN{S~dLp9BV`q6`7w?X!}& z6Ec3h5cW}?I(A@C<*qjp9Z|?n!G~R(U(Ce5n6#Q)=Wm3%XG5d@ynt_~5y*(c{>Schba0Ojv zNfVPdqHhrxJjLf?@T+9Bdigl!P?*Q{j>vfA~c$r{2 zR`2E3z~(`~Zqui{Fp;Y6hu}{8&dO+UbV^j%BwWP4$vdX@mtkboC5Fc+0oWlL^ht6n z=Vjjc)$jt`m%KKUwPm5M66}$OY**ATNaFwwdPCvH7Uf3e>Yt)1L7Sk zDc0Y=AeVSdKXMz%)Q&$pK^e@Jf&q`J z^Ohdnj0pl8#Q-_LD2Y72t+xRxNDk?hq>1Qzvz zr5mc<<;odMQU^|%i17HK8}U{*z6$7_2R&?Hb27fLvYg9WazUU-Ac??mj#kM|!q$m; zz=UF5c0gmKhbH9LjV1iD`HQy~;*JjW-CjrFTEDJpoW{IkE3~4AxX86s0|zw0-X=#f zQ-wlHgH>603xo5Ez z4m|I6TtpDT8bRzBM;avMdRIgpbFTp1dhI*W&qpyPJhW%;-ZZ1OuAQ6IRfv}rm$4W( z2)Z2qQRRQzMynw$9E^Mee*f?IFFGu@c84=~(@{;h^MmlZuY1M#s9cM$%3Y4Fbm*;< z8N^8nB9ARq(G=qez*V`rtAeKPR(lMZu3l5Z9@<|BUw=6~s$7$7)8zG;T>S5<0=x(6 zNc-JBVeZfU!`KfVpzuSN<=q>$*-m~>Yo8RzAvJYG!TFDy6??R(QWMYU*pb0%XONi2 z+b_1W>G+Pc`LaZkXBq-X^5SZw4qLVRixC}?;RjzSm^-t)TT?0O6 zv3gf;cN{N1J z%7>Mw)L#vjDF|{Upkz2pVp+8#q20+z+7PjD5F;)#gtW#UC$+#BI#*Vb?NW61sZ5rhpYna5Iue7d{KM-rU4=1Ncmk_VMnutMB@kMX zp2u;Kn1#@h4WvI3-A|@ter*NoyV~7*VWw2bSEf@sy*QS5Y@b$t3&xaxQ5!bD73m(w zPo5U4BnN*KxSwB;tgsdfhOJx|wLjm@3!brF&v)+rBY2RD$NC%{tJv^;fBjSM^Y1ek zm)K-6sF+;&)mPa3qz>(lXYVXHo!2!hEF@>Z3cr{pbJOt`elOB}>$|uYq?6o+^$sLb z#B5vUDj&y3^>x%BQ@-$(F;Y|hGkX2PF3_e}ZkW}Q138ANte<2Bnp_s~vhhrp<$l>O__GB_y2UcXWfJq6^Pm=S`diQDU?&jXbl??g)n@i zjsFd_S!7(|$Q>Vk6&g)etoO%3EgS}?XGH+>KU*RsA_evhd{iwL$CkEY{~GWClN-^g z<<^D2wqAg1;X=4V5mHdCFNpgGr*k#BE8MSir_{eQ3N|Rcuw{e%fKGXNMz6CiMC*_# zkcxM9S-LKi3`7WUY+2bN^)4peYf12sDewX8WkPMkiC5#cl7vflj-CkHiJJaU2)(Xy z)x5Cuu;D~iq;GGm899(WkqlcQ+{Lyk>m4{Q9l0`EOJQjulN?n`1b_8MnQCO`kNY3+?!upX z-4Xw!C4)9+qpAuMY_Ca`I(;m!%Xz|6tC#VUW#(j<#g=+J)u=*#vEoMVbZpu%C;Ofdcp`vvGOpcH`##J6jT@pzR>VTV zb}%-e$xWA*L?rm&DoPV-|Ea6^I(z(!>L|eg`p6vvocuy+IhK#X&zG6E*7h4x!|+Uk zWF^#0_zf~9b46oY96g@wNa+A~r}Oou2Tykj2m#u`DY&)^7Hgwb^m0Zv1W6n5Zk?Nd z8fCpVLC-{^2Jr9n*a}5=3soxq47SCxzqv(;So4|{^R^D?PrHY>U1MZ!aB?*;%#2C1xNv&T#U zW6rF69_kS&xZmL7!}$c3)|_i<+lx~>e4k6+kRT;+Zw2YI#l&o5dA@gZD0Uh8 zl0m$rUt`h(<3pIF1Qd+ppVC27%Vwv0M9u5o8MaKbX(7r{ih21V!s%juwe<>3gIIu~ zpjn6PUXRec+k6npacj_HyA&#s>UA%ABgVJKhwRmTk=(lQ@jgQ4wwmz-*2K+inAuVv zPPUMw9%%kGZjo68y`;u!XgS{sr|l}0oAF&vrdPuGQG313anF-=YpfvJV+-NQYKQfv zF0MOfm78UT&!TM0qNG>(MY*#U2|eQ1A(xTlL3!M8`#A!mytR7mysz#IX-Cg#bTe9; zAgzxhxAwc@jwJ;Xbl7i%{iX~Lx6bWt{T@I5XOFkH|37>DzIU--Z>PM@GJ40Mn_aRq z{IC9s_u&vz<=U58q-s^A?5<~K`Z!m&_}s{X@9!}oOV^=aE(P(aS3OooM_kRm0(uq> zuAPezqf@R?Ns$$`vMK@x4TI4Ek%ZNmA}xG~zODR^|MnVhg2qW_N<7urvqS@MQQx(^ z3k$UES3nC?fjB35f@yE-5-~rW-|({^vLOr|xmlhm`!S6d2&Uxi&{kc$(00mV3#kmx zbY}2&(Bx{YXD)BNvFKu#QUQmF@_u0uhEZsvTX%eHgN3QU5Fn)-<1@0AUqf$e~1XTGOcF-EjuQ@H5b zMqy&k-0t+)N_CzI6j6`pyB1h!wX@Ia^}hm=r;%~aY6>9WSgz`{t{HrNS)_DxnCt#0 zpdR}nWI&etw_(b=u$0J36N~ByRka9+bDfv?rNX;Vo^z1aDUc81^~TAYkEntbp|cby zfa3IJ)Q(QUa=!kAzwpZ!XCxZ}tK~GCpVv(*u6Ob~W{m(PQzRY0#R|)N-P!d;wMY*g z&|NrI=4^}-c9Dr@Hy2b2K@Va(it;0CIiM>0G|49g@2u`@9{mRV_+)aMgmz2Z(Mo3b zRL2klAh=_L^<+|m@h3?I1_31+P*>&!cZ2!$#OltL5AXyiV%*(s>LO_&yD(!ly&QUq zwrgc>NQf3xZ+;0?i}1C7@I&khKL$~aq8B1*C@>ds7Jc;{b$oAmw>ZQXxH}L|)jG3K z_bx}Re&*Vyn?j>u$v2N3>%P zkz?;{u^p9;ury1R5Jg>xt4qpB*a+R(<^Zx15Sq`QxXNGq7)mjWdE-hXcI*p)B{0{L zL>-zm4Run{a$A#9TpF$=0D(_g zGnXr<9WLe#H_Z&_`^a}cU|RR@G_0D+yqSkhfH4>EW0`&*h&5Oyl!W5XU(DYwvs3z{ zmejc?@(BGNt}fz8k*++vXqOJXy!Suq!_0W_wAyM= z_*31$PNw^C*AyBWr z(cHiYBG00Yu-oOCPi~5N3)f(PWWEt95VJb?t*NV|^rwF&+H1SCwh2D(ObOn!m(g;x z4F9NCYWpnV6Ho>A+|lJ6|9<5a)BVrv(;>f?E)jWwdlKsm!|84lNs-p~)ym?K;=iYt z_o;|4dkzPg?X#^dV^vS>Hk{Tb|3Bok|9^_k*XznhJqbICg66B{%+ zO`?XP$A4f)ajpMdteOjB1mqUMKZf1CFeDF=xwqhS;wNAcI*h1N;4#)e3vs6H{tcz&RC4_~s<7J-I$J_E_wpU@5IRJb$JW7~HM=P@uZXM#-O ztSEwpq^H@;6;t159e9zkLhW3XPWBLosc|{p5eHfH?5rTXGGa;JpIo7i zSEW1=PT1Mggqj@jGTXQx-A>FVDspxXe7u16_C`fI@_pu&NRsqNM|C1ce&`g{4MUF} zeGO6^jrP-O(=zSpjZew!a8-$uZm=_g+zvC>I=wD9l^{wHz+3vEwfrKfygMI4RH9h9Nd(Uh>cT1 z8>y~EdFe=FARC zP&sunf;kXZx@RF1$89XF;(m$X=q5;mLzTh&6v0-As0AO#=1{%g=PL(4iuAC(0-)={ zQ&ZL$neS>SE~VLax`l5|p*8;)&lUODpahSf5hRcD4PiGDF0@Hm05Fxf6ez_H=LK=w z(!$fBf4y79@|x_I&m4;=_n|{?SA8uC%5%4-(=6FFTJ7!DxV_QtH|Op5DNGN znZ%D$go|dvO+jMw6xolFGlM<(?2CC;7%{DM5R-7~G{7&;A7ePx`SeJ`eJY1#&@6%Y z&V!=uijP+akO;3-6q0HjRto=A)*cD>>QMxpmTIJg{!_yNfLD)jIB;WF$d|G3F@=3r zD>5sN4fw`9b;e5`MJMiGEQO5 z!qJzC{a#FDTT-OtC3Kj+lj0?zI)I1NJQzeDc9nhcrbRkFNQjk8tfGztBZ~Vr`-PiL z9#2Qt1lkK>x#~N8;}`uL;>{X%XI$i?M4i|dt~=Q~)~2-y1&rwL_EmGQxmjb`lvh)2 z#~t5f{6N3hzbhR;E%!YmcxW7wNsX}gIkOaqA)Kv$mKK@$qTsY$an@0PD(Zm=9%UMC z)LO&~VS1>>O-^iY997B)4ihSZT_`(aldxqdN8P1-d#BM<%{r=c#V0dDBoz);Ih9T1Wry^V;v1G6t%5 zqYR4}A=2Lq-9tHJ#bso#iHVNcQg84)I17SPeh5B ziAppYHw@Vx3~opU_~=1LX17bf+1?P--WE}%KZJ~2UPR=%s{bM!e9-mQ@}g-+WFk}H zB=$yZ%|F79`Z=f8!d1`zg8#B$IJ@?z#iPFVN5Y>Q4Loa=!@-7CXvn01z2J+_+r!1B zOsWeb-p%LZT}eGJ{*C_)Ut5%f{a5Fs%bszllrwx7{dW^f1CNYyetnpbo`8fWdiy|t zGLu0-hp8|RKc}KHk1h@zC6vxt0~(D94iGupkIGX@Li^0w?~su)!d~j^=SQxR%kXcU zmbeLfUYEwFB-~h`NY~<7->wW9Ye`N%_{rS)kw@gDyN2QPf*Ro{c->B9s%_?1N5=dU zf+y%mN4_Q!G}(IazyNIq81TOboHbCw9T_2eX!2_V?p1=lEI?mCWPz~%dZWkZkn-Q$_%^D{T(3$yq*)o{&hZKzecf zd#GNg@fVBR?aJ4%%H0rXWSKoB?1p)>g2bCt!Y4zTc$ItR82Vexh_o|yqa7szfo z(;a>%z!OGSK~T3C*596}Y5X^!e6`6iP3HJ_WKs7ci_+o7uC_EVfu=ZodYmBnvS>W5 zShb{mP-F<>wy~1Q&$y0vh@kF^2~O2uM+*;6y>VI^-k-`2!y+o7%0cRMf81{bOhjvr zb1aKHV9Xk>2C{E>m`6PbDV4c{mIEAeid;QNSv_*>7s3pUqNt2BC~&+p@1Ok|ld z14nHUT|hw`xCNxZUyG_F`2(3pXJwj;=%3N23Rp01B>U-lEio<;%DhUD&01|18b*V~ zf%k*1bwu|nH3&I4^4CjxZ6j4AH)*Cgw~6GH2m?BT6z-{|7QarVePG~)I^{1ujln(# zEsW+tD@-(%|J+4sMGa7;ll6I5d)VJET(uioSH8j*w&MOoZY-W5X4H}sMExHJT9BMP zZg=blw25R2iqDcn>B-e2J#FaNG*1-7tTu1+m{=+p7TyyB3aaP z09g6Z=rvzh%F_-$5>ek@s>2=mZdh_-{-7X0RyIf~Np$XdKNHIx0ih%X9=G$aHsh5* zr4s0%@?UR+#~&_Oara8{Jy z+rj$}<;CPtQ_8i4IepY(FGn5c3fAt0lCM*bS#g+m6W+Yx&nCHk41hwj3-Ke%1vWJm z*R=G;sJUEB6#5BH*PqEEUN6?i^sd&-&oxA`Eyg=x zA3;RXN$=sX4j+6L|3XyUqbkj^D33L0s?RT}o9W-hn79!-C7_X&);h>5Y`pUM2Lj6X zUkO{}%a>MYEASOES*lxIB2T?hk`dCV;Ve$T3xBFNdV(W~K2{T>lrKoKD$ZWD4I`4& zvRE`-dr)Yo4!ufdL&_TqAXc##V~0X-2n&WiISO21J~nbL{dx!Pm&SfmTA@a$Sx>Jq z8~-`l5@x?GdYVEQU;s-;pV2DLElZ@=Up2J(VIMt{8ZazMf9=5Khv`>5 zUeaEDIw_|3Rk1a@&lZ13MMi=!YUo+R^iRX9m|z@onF-DGKyBKQ$#I1958otI`-NTd zAT0{m`rY^QCOkCEZt^FKx7%G`vE8lMzxd7XjEZ0VuaC&?<@vwrplw~04|G_==ec>K z%Mm)*=w}G-A4`W+qrtXmOZQ*c`(HoLLY8S!>f=WLnjDGTq4s9&jKLo1kESB2msoHeN~1 z{fCOaVvi}76SUh4w75WA`GBNWc42`;2K*{U$=-SV5aQXn`Pp4xmGwj{&=|+X6vHTr z7IlaKQnwR+z}0(6Hc|tIkBI{-gn?q{RBmgt?E>D9+Yl;|9oD}0+2DWP2>;&S8|WCH zuPlzA`8^GvIr2VMwsU$*5Yl!t!&mwxS|k2a+f8kzmn8j0mtfJm*IY>N0Bje^nc1<# z-3p1l4X3hHROxHwnbfq`C+Ys0FQAfAKcHeYTqEldF!x%`5Nl@Nb7ULvU^*qD*)yWw zF>ASq0IAc$57*aPdy6e#F8-w@fuzDwYk1uvaiN(I9b%Tcn^u4{p^uLS)0x1Mn*#y=Jf?3`d*2{y8H!F19&Dh&o6g?=!Z8q z?W}n%>n4>u)hz7maQ1HHqGWolj7hHK@wcl#zwXIW-#hA_G{iy-&~C-p{j2NVnQL~O zq?=&MMm^c4+MIk@i@%9F3%1McNgAZ6An~&%e^TG2j>6%SfRXxX~K8*`(;T8uk4lq{t74FU6YU zZnyEfjhx;aLupyhXvz`mTM<26QeD{6eb>|HTSq;hvQp{k*;yc8!5C%Q_4ruR_3n>4 zgx9pzGS0d1Sn5xgy4NxPA5(7~6lc^W56=vPy9S5gL4pN$*8ssSxVyUykl^kP32p%f z_aP*>C%8MoeQehWu-9Fu?yPK-Rg%;B%IdE3}$@3xaIGN6)fvJh> zy~W2<9oweUHv-N-E;10!dfDJLXJla(gwHldxP0*&e#FO#TLHvGAJ>m*nTTx4kykMT&yO(=vY+ z>#tB($lgudfbwRS=7l}F%Ewbtxga!UIJ~!&uI39k!-*}y7IN6N#rvhN|UGDa8 zSsT0<_G5I7{Jn-gV=|W91Mt5hU6L$oAJLQ{!r{U0xp5y;ln`f+XlF+}{}$B$5YG3*3uD*x12LRt`=pm8#i} zCXCbwzkDh;*~|Z2JbIj%rA4F+X7G!NZ4@NeP;^6hx6AbbsQtM7Dt99Tb5z zxMp9r;&hIqhu=ZsAhX*^0a({_=M7~~7xyrC3I34?*M{)t&jIaQS4c&Jq|^5e!;Q)J z`&>GB8l6y8w2+|IvwBqWRsl%v#G2|5pV&chf$)v3*|R0p^_DfFpa&0f5h&PH_MdX- zBu416;2A%{VASa79I7CkG8sCoqAQR<^GCPWgt~u|m=2SJ-@ijnTrGqH5k`|jQYU31 zfR~$0sLs#|x*9)4G^3Qo{9|&1Zt_SuFNS5A3JN0fsk83?IxSlrTtO%uuJgAmeY2NS z@x36O%kdqlk(c~}Yzr;;VSL2J?HQ$5i|D5*p-yjTq zQ~tqB!l@pKT(b-iy^T}oSA?d}huY`bmtHXtX!b6#*MTK57AD|6maK#IK)6MSmpp$E z)vq6){kI%Ln8_bo_YVupRHdPGKtl1u)=LV61y-08LBM|l%hEBKybfODg0}@Lb(4I>S|L_(F!3tvb*H43EO>=YWHOnGbGbKEt6MRR<*5aw5TE^!fW44O(h2`LVT!HTj`BWARr$Ust3^tW5x${y?V`a zGD4gEt?ZJRz61Q6U9smdCOrh;mT?sFKR3Hhv*hKB!C{A~S$P~Q8r(=Hqw7s5%$(~B;TrcJ*K%)qCGwtu`3!rUIexIi|Jl8rz zl&ELTj9U76nvcJ^>&vI}jn&K-bGy3;xqm<&ClnX-N<2r@pABlcNBDc|{SINu$kM(MJE}^;a8MQf6F?*q(GDmLEy^&~KvTg#eBKc`R_RU<+$~3S^h>r+h%VXw9Sd z${XH}ufu*i1qn!xZl|}xA)aik32iI}#GVJ3e95TCUn32-z2*dZTg%)!8-sU)j$C=? zU!~_{l1^PyyoBfIo!#=!NHBxDR;a7O)jZd75v%f+p3vh#t!iIqC}0H{1)T9&hX&z5 zuJU5EN?u*P=%Gkg>Rz;aA!=8_VU$aosR>!`j^fSG$Q*cF?smU+8pAWFBbkmIt}{d_ zBb=UXb_>X1H@)sQ+#?DSt2@?lYRkV~k|(IRqn3<@Tyud-cr|c*E2O+aPtpr!28fNf zJ-yT?scJfNGY09OB2N8xW|!P~pZ~|Il2o$&XG(6MZ7 z=f+=xCijsZZoYyXfOHU^PcY-KqOc1CkN!X3tYEgfe`Q)%Wmd|xm) z!$&(#Mp&ezB%Fq(3Jm&JYsjAcoNq^_TsSa|ds8uT9pFvYWu5vI9*C`4>vm)JdBwt1 zjA2f~YVd9ms<6C=-~po86`=2Hf=DII9Emytzi>COnlz<};)LE4<*(@?Dp*1LDnM=4 znWF<+CaAUf=(P6LL_cQFI9ycH@7arwyd^#XyU&$dx50Vh^V~tlB4k$ty9$ko=a1w@ z16vY0O}V?!=K733x`3*IPk_LC*%4ON+~N7kZgs$B+V0%zd%J`>LeEmO+L8o9m?fUY z34%7Ll#0D9aL0t8VKJAddLHXQeq>F7x9eZpLBF)c$LfI%hKGUF4IOxfx=^_^&pBd< zdUzgG;=0;h&#Ikwwf5lGK|h^T&9mCrHu%K>LCW{ZT=V9@5Ub$)OPlC%6X0s}u_y6{ zupEMEvH%~bN6<-q&2;A{?dQ09+xAJy9YH&+w!hkO;`Gpw*0ObWfM#%uOmA5IV7mHb zCmVyG-o_Xfv6}*eLZ84~g8885lWK)!ZNmxL@`1Ho@;{VFh#X}<4AzxHmgPHG4VFk< zmbhqvitMz|e6j*(K|m5lfQI@!BLl+U+P~6;>S~0M)Ll2u#2jR(uG|inH9Cn}mnWP0 zCjt`zhwKv~^`Mx?9_Iy>(mQREZmYB?ibA(9WITI|NDS$fBa|MpAYzbEYSVl$9}yy~ zDplp=58VqZcAYq{ghl+$G3rrv%nd3E1S6-Xzm1`(pi}j4gCKXpjU=%0Uv~;I#kt{= zQ1T;V^A2pwtcMd2=<5;MbjBydz54Ub>~O6z=f_mmr@nK06R$P9E7Q1B^r7ojvrWN0 z#Uz5w)ndA&<`BK(16xbFA0&1NVg9qzT^kSGB*i_;O1G@vXb4D-GBPeC@oaMtlCf_R zL&V~n*b>z%q91mza}+`EQW62ELQH!fcK*o~kq+&~bW19=`ALON=B=-IB$4XL85TFQ zsE99$Nh_1YRbu>6h;}c`F#hJAxk?42O{9#~N$-H+ztciF;-W?koeWf^n^JimF{%xi za;6mFLM@rxsk$-8Ex<(lrO+nDthv)M;9ao>UXCH~RaqB5&Vr!F%&_gXF>_}c7Z26W zTy7g(90xMD6yC94a9Z8vRHXlmfr3$ZKa9c;YSn5apv8S>w@du>nUv{JX@wDc+iun6~h!3674c_p+U#$*u zBN(&~aGyO#n(W-tl^}vPCHXbi+jUpCb;@ty4RTBLfAC3H-T@{}?a)$>$IJ0uiPA*> zJXZjLv`nRy=kmYb9f&iV-4dllotuSUY#*WnwCEa7gd~ntK(07GBW1IXS_`Cw;$|U( zufxr8WYEYZ!`n44mbZglntSgpT_Z?iA}`_x`dssC&82S|DmLZ2Yl@Dj9HepoE`~;| zA$~~!;eD32`?Hw0j2&GqDTMK4Y@OYDkvg_3!iybD3go*-5;#i)yEg?{PGtb ze0VaQaJ%)x|KE+7TVW8vSm4_`SH7!N zS0TvDwHQS~0SlxhmfuyBPs!zb)ZI&gn9TD^O%}}3%9cfbAXBJ%R%&>C8cE*HrJw-S zgEr^~>ad;uhc<=!3l3Sa&$0nhAQmkq)G+>$k{+ zr7n5Zt_oyJz{G;+5Oufi{nrH0oYTj(Z*c!vkMXwhqsO-fPV78XkV;kTK?dnW`xc?( zkyC?3%~K?2iog%Ced|OJfeZvBNl&wc{?@N}NY%T^>=8|bhvP+>q3p@{IPmYvKQZ29 ziA$kV`!Ury3)K2)Oh)^wTTR-;<~`&TUCRzBM&u=ZtIYm#5T?m|zSxjl{U?;8Ud>+F z-yrm7W8UI}hidb1kRVE(+XwPS`UCNsB^Jxj%Dd;XTm%^TDy!WdjYU%4p$gtGs0%{v z?-??OW%9O{9I;%Boua(ZEBQ$6OZ1AE+tN)xSdiJI=IN6;o$tpW5m^ z-!!=St(C?dYZ(0p*n_*-u)_sfJ~7mHx$!cVtM7r%o~`~Lhr($%=v>CywKbi{=jB)1iNq)MY2 zF(`IX#eg)>G7KPJB?);P3(>8iepHpXZT_P z-E841y7FODMT&6!!_7!R0~w+l`Y&FqS+Y=;|uT8wK0GjU2LV#B{@zSPA%}F{t-qO!F8-YlC!77 zZvo`vix=SU6{S`iecRDKrnx|xr{GX6)Fz^*UdE0cIuwGX2!9MhDtB97+2t4Z79=SaTlE-f zx4ka5S=nW5G@+E2G{ZwQ-QQEPK!KH_P;!6m9J7tI8j_GYC$n6HIaEW8#Gmi3op9xk z%9V)_Gr*M66fKE~4j9{Cx6AQ!V-dE9U2E;%HV`ljYz-u+t3H ztvLuS2A|>lq_1~>(r;wFycR?OuKsYD8W|&)_)KsHW?B=i!MY_P5q*=Hgjh&YJGJ%T zkNnE57a_cC1rv(~8|>?1Xp;GFG}^MZQ< z_h!Ch2?2jRi8c^~%sgsB4%;E<=Pz4Wx@C86Vb_RilB;nN^BC3IXX;tx>)HG*?M;5O zKdSMDiLr)V4HA64y3~l)UPq8Rf5j*$I7AEXxqHnmFAZWK>r)V3$U;&67sUBrbx{L^3$<@XZ(n{3$o+P}{>lDJ$@#+!d@aB8xnU>O+` znI%YhY|#AeyI{5VPGC(dBD<-VUWzr!G+FL3O}$Y~JP9ITEPprRBlSq!=c+#%R*UR% zI}G8(*%Ixip}x&^%-ErC6|;Ma@Tk~MP1-S_%rMoRcYYUb^YmVp-T%++ml`KFn0?V^ zzk)&ek;FXG;(7CglG|c@(SUa@<48*RHUJ~+;s}5WF<>ZAYyzY`vG5Rlmihvfwah@W zs!{DTPiLPebKxG?D;AsW>&YP#KSWXcZ0QA9=ZtG|GcF<_zYJLK1hv{&xp?T>E6D4T zwMkA8ijI8m|N%q3B7}*KmHT!gFz_Q|MN5gI#%`xq3U9!ZbLck8fHoFAhWI9-joE@t>TxVU^`zD8Go_##XulsY)cm;a9b*yhqa*jDY)G)sZU;!YP0W`_z@QN8OeEq$>e;|8I_0+|Y zNpWjecA1hyXJ=LggxK!ZQqlk#Eip~AV*B8kHXI1oMBke?)UT@jUpC=Yn5^8aJscGL z*$B&fo8*VzzFg2;4vPRZ`Q^uhZoH){r<2_&$wOThIqzWuac(vQYd*!t!BfjaW+&lDf2`+|ksYfNLJQRV{vW#!8n@(0=6Ypxe3xUK8Gj?Vf*~ z__c(QD)_ms@Am?%+tCGZkkpdi&b}4=vsH<&~ejjjD8{P7=;56zwK z^VMQbAa89VbTbX8pcUudv&Rn~ha>q=@THDg z5@S(7!B9TSXD+pJ(Rru@+M`h#Panee6h;pv=4%z{Q8H5yI)npvD+5Uvgs62{hPqK8 zomkZ0AZfZIsD>a^9NEBGfcLKStf;d%h>i2P-)}8Hg0m?F*s_X1o*BxbOqk z05JyMnKEcQHkg4Py3V?@AQRj85a_$WYQ{4K;D&wr3Kk>*5~`DEbZyY|<1@gGJM$W> z2q!&8roX0_Smw(qu+RO(8Yg9s&ZvJvA0zQ|(8kHeY9BtidEBn@uUsQ}`^lwxB zh3_s%RE$iF_Cn|JSw9_C%cUX{^heOXT5oC|n^ysehDi`7OG+IzDY(${8ts^Ru)z>e z`uYM_SBY}{)E19OTVaI|C>#)N&wFAVUz9=66Oe0Q40eqsp31SvU;zkb5|%uGcqb!* z6i%0P)qr1bb?=!fgdr#&BAy!Qlm@R7Qll7vk>abbacr714UlF~yE3>zd79nMQr@IiSWl>m{Q|=rGqC zdG!32CJT#B|3DZz{N`w-;E`4dWO+n@gqL56^16g{oBkCI#ug?-`PDQMJrn=Yy$YBdaWi$cELK|4$y-pbdcNd#%?Oa|}enAo;S=BcnX`4-MGw%*$i^ z0cr6<<9VeQE8PV*!B_Pq|z^XA=>V; zv;Qa?ae7VLGBl4uoF#^mAF2T4(eGY|d5DP+sZjbtf?^=UnbJi|6;zfMp<$!-cY&zn z^Vo;B4+XyW${d|ZCO>22XAxL6FwGkV`5SXxJzq#z$L^|mhGJhsm%RIoaSDeff=#>Z zSNncLY)>hRlimo~ArTvyb z0Y*o=i0h{Oa^K=+!46|52&2G&)FgvLO;3qA$-n1bBh@Q|Q|{yL<9gUo)kN;fn;ouo zds$gyccjAQlmIZ3Mz@2ez5H*mHMJJpj_t?Wbv_ibfbKWZSlJ}^t-a+hxDp+RJs9TF z$DiR?_Tm3T5Pr-;%HMqcQvR#;-g3BRv4#eAp*KizW0%_6fZQB!D3YIp!!4 zQ90{tZpGFMy0gZlC5xjT@3|(r|K+-sU&g2jrB$j0C5bM z#-oG6eP2En9(J!9+0Vqb7hkv9uB0P7`(Y`BIy*XiBkv`luZ>oGN6FU#k$-g*;W z1bJtotkM+@zsZWmpZW4clU=_bQRB^j>}wKo$bk-o)XI+fz@_a_1-9DSHgM_-5?HTr zH*V-{ME{AGLDt9jl5c%#XT_=0TSjWpjH^yKAKmdxaH0i|Wgg9Wq;RC@(A>#^1Xe_1 zcD#p=ZXcC?el ziLauz)lPd*E`+F1lGD0tl5A=35#LeL?AxxY@)_C}qbV-!%FpMv8o6qckFkba4yhZ^ zL}+Ir7c=J!hY%;KA8TwWlWpSo7HNJ~{~?45lPPcGk6+Yzv&~K|0Sh#qbuYe9f8=|i zf)itBS$hN_qwJHR>3(frPVKT+ppI<#@@)Z9%W|UtXVgm9u~YTxH81#lF((}>ep@sp zg9$Gxg2&5R|6a+Ti_yqZ^^f}cd7Sj0!cn9M>yxpAHC=|{*S*6FZZLGN2~&?I=J0`F zNcRSTNV<_60J^r?C#qyy%pR5EG4;K*Y)4*+m<>&hG=aX0ADH_&u|{4X_J-29W8#U_ zQ3d^Xj^-z(pIUf95-%!GA<1jlZl8`t^{qYhXl6GfFKw+-U&)?{>%LRzykKv*!`tyA z*Uth9!gH5cu{Q|i38bM+MROR>;Pjqx`Og1pgI!Bi{~NhBv+dB=?7&@!r8Hc+h+Vlv zl_>LGw&l)ie&!lH$z8W;Rh`wgg8X!SPxAWG2R2>?U3KkEKaq)(F!K!Q2r!*?i&Qzj zj9-=<7E;!}=bP2zi?#aC26-)C-_+9SAkq;iv~Wsl7-MO|wlbj%@Vn~6iqdQ{?P_tM z(&eDpBI-{NzQe=OzGvLvcEYm(ID>wN4fe(a)0+LR3;eU@#PkIpc_490+eHq;5mA{T zjKf_Y$rf(yKm;f~A)$QX`(^C}51;j)^_>A~2R3y=D;IBKsy&tKJY)&p_2B1XgVt%* zag3iex0DN`aX&~vzP0#|#FpK`zuIf{#8J90^Y<8)x_v;nPnV{O~}in_?ECS7E!IYXyTn`Q}&2ggfELASsdiR4Nn>Qq?G8 zC}Z0$ju%gC?XO>U@Mw%nW-XD*9R2Hy3R~+~bG!AV&`P1M#Bb?wsAa%&H zTb?$iNv(1dT0yHz2KY;iV{meIr@a3TcFCh}8AbyH)|6FqW8zGj=;8e`%#3Ho+%gmz zD{$z9?5Wk3?>QlvRMEfBkZ`xuq4{S7rz1=4b-jNdgQUI?nbc(1jR&w2n&VdqopuaS z--5tSQl({+cr38DF7qM0K2&cf$ea^B{Db=YO7s8F&rVJfJWNTY1 zE^-mrcm0^^j=199Yd4twi~C#sfnTRX6%hb~?NHgJS6iOI2cLB4-AWMt1U-iaJsJd> z1s#eTG_=5-eKUwP6ddhoEiebce7v4FACSHG{mRfp>uqULlq$bpm1})0f*lUU58CFGl_-hR7n=U+Y$C-82X6D967msr*?zGiNMPF85W=0ak} z+~U|R#aR9C#p=)JJ>Q9u)2X+MA=N2I)Cz^)Py$Gh=N~nEx{YaBVZrQ}{b|4oG=WXh zhHla09C7a%w{$jcZkP~OvP;J$iLC8+-ED1)L~^xwl_uAx6D#Ajs3LI809Q1;dqwyc5BxYWj{c*v4ik-KO?%so`^t0 zN(gwMbl_Xhp}rBa?Tk~cIMt4dX%+=jgjnxJ4T2Z45zL=l6cdj1NF3g?BIE=f2hW^l zi4N;W41_>=EE#7+_95T;cB?)h{zAhTH{@MqDKwgXD+E-CS>HGYIMIR#-GRI55@ZHg zLNtf6*O}gT^ZcC#Gp{)vRaYoK6_V#;^$5pYJ3_8$2z6s2W4@&JBTxp{KY{+kdd<5w zBW@Ue!zQmY9`1FsJBnXd{QqbSw8IWgT%1*bHi#k=phK3>&iRBG9+xuYR|-06M(4X{ zLU}Hb7eI#Tgt_NwT7w9`HMCGQu*&LEK7@5LnGi%SO3~^vL%w2> zx6~nMIrE5$A#o?Nk0?+67NDc%v0L)T!xf~LWd|huX{Pr4FvQD(a(8EYyYnU(P2GZ* zn|m}vXZLOgm`J|6Z!1J=U*)c%tHY)=(~1Nbn2_t^{N96co2T3Xkw}wOTYv8S31v=P zTs%}pF)#MT0AXd&mv52KT^q{j*Q%4*)DU3ck$Z%3n_vc=6drjEuC{!*HC+-x7;&#S z@hkaf|45}Xl3hsg`sV!oOzaahoGNALFHK6+0L9p=2KXa2*__6zuiFgc@ZRq06+pQr zQMg{i$76kXYv8Njo$j|V($Ih+$v`cDKidev_ef@{po=Aw(md&D!k5?BrU%ptzX61K z4b8XJ=)hhL^8x!j6mOzFBR_>t5yDvi`KNifatGwSjT7=K*KIuU5$;~nQ}~P^UQTVX zGRubE2p=rwlE-TSAl`A~g0HW1D9cLPL%IIWarqov5OKT(C;}H`n~f~K>?{e4W2E}M z3znX5q^XUsD<~uTAztfp5hNEX#95Y_#jlgP*6OTR27S56`!Huzfh4GAUMJ^zNwh#k z<9@Q8ekn17E@idahrrt9YLstN_kLPsbdJdw*O*rob`-jTu`2YQs%{pzcxTSx3P{`5hL%@XC!pY(YoAu-*knumiuzupV`-X8`U)#aXy{brQeFeJNQ|8>+d8OcS_MkE5XJ zaA0#_R{PZiW<;Ju*;cr34GHSzWA!NHA%-`xj?{f`b|ER!vi8Ofo?q6mw13~{%X{+D z`SBNt@t!?on>#;ko85?IxQL`2_P2yuOEe^v!%f;3tDXUrCG*jG>n`$C>4IP{X;_wZ zF6eil?PaYLXz`-DwX^sfeqo=ZrfHGk?4SP_5{9wVMn30;kq*D3h=yD9<&gkQNU(-W zCrEw)^Z4RdUC1b8iP}Zet`Yk^N11M{oX%dKlZ5DCmR-6MI(jw9%hgZujuT z^whD1Zo!pS0%4z0uf>4MdiCX`Y*+ovrtb-56$E=$y^6AWFpiOe0ORrcjxR8zRkRI17-exj`K~dYV4!2*&~J8Hf$yQ2%F(78{M~n z>4sZ$>p%7Eoq!E_CMh^4apvCUI8|tvr{6VGYGn426&ycc&&Fzk!AXexA)f%I(xewOJwwA*iyH0Y_R+?D{r$__EO;2y0_V8mqci3(4i9($T2XK0 z7gqYndnn>x&igo*6|uTc>z|%5PI8A7tJVWgH^{}WdjiWoX}J>eH&w4-jn+`$P;+D} z&|Zffum5GmH@BD3DiCHj7atdhQeOOliK6r3CZnnc%vMN0LPi%ZII`~2I>S)Z%XS3( zt9Z^<{Q0SUfjg<92QlU4-P0Q%VT^$Vy!qs5*1BM(`Ye1nzq->8i}tGQr0E(kM|^#B z2s@6{3{|BOm3f*pTt)oT&V>l(7RTe37$yH>|HRs<#R_}TFUD2o>Bpzx!+TEcA(e4k zAJNOx0kvzQs$B?@6HQgy1b5g|Bp4UTk1gN&NA0O|-=(dOTL0hBsGmakp?lvPj2SKq zzIg$ncqs~%Za=0-Jp5m2C9gl~l?%SG4AVPK8Kn-p8OToONOQxG_)7t#e z^FwtEOjQZLoohS0^w+dZ-ln3m7UPyW&3gw5Wo{iAxAbJ9Hkjx7dPr3Fas3Y|ijT^G zc{PZ|O{5-e5RXY9Vfk_|3+}yU%N>u)!5~x6;ynXpbnz&dEi6OKS7o5LRSkMsC>+=- zE@q!_eMb#W{_8=Ry1r{9kC%{^rl(q0BT03im^b%3Jw}LBiV1)ezKY)W_Pjt{F5M zpp=$_72;tf5zWWHQBYcdMB_r&C}zm(8d8I$a)C~0Wdf}W*07X63jyn5$0^IiSjr1l z@`u^s!#IvduOBpKz_!(AH-S>dL^E(8y0TGQsWcM62Z^d&S_DL_yR%lo^Yaw$KeUGg zVGKa<;CX3mD5_Gf-RBN?KN1!LujR!%0SG^BH(~7Q1kLhXF8!z~IA8xsLWBzVC0U(Q zU>>;kTKw*}vkVu48muK1Fza@EgeILN5f}7e7(Vd!h7uUF zRHbvr33e)$Os&+DvD0WeI!k+sn|?t&P*^a-vqJ zb+}B3AAtud6BiTKT z@)*#q-Gz-@iU7Z^+^5UAc-qd+b0mX2{s0XmncVqKC$!?lK8~D*hmo*`oGRE@@*L^@ zYxtq9!&OFu-9CKRj=2V2#U7_c{{jTG;4ZgyNQx|hwylL@EN%x9D7Jk?y9T3a?of{q z+$eWH&0Lc61l|P()h+3dsSG!xEcU+}rt|GB{5#tU zI^{*be^(kdoHMwV%BHcOB9GNNpdMOspJNUJASEz%`MhoTW4 z%VnGW97*QoVGE(}Pm-he(7LNT(~6&O*F`{?H?{VWkBbOTU0&O39HXlhTQk-H{jU}L z?;JQO_Mg`6h~%C{2(~t1LC!^`c-8>%IVcSeeYT!H*0!W>#}h#lw)VuD{_TY7qS$zD zz}ODL0LVH7X5gejWQqyaP1Mx_r_$!DzfhjCm=6ZjgjOR>TsB;{)SBK#$UO^nTKfC1 z3eM})@^NrzY4Lt%0fy-*mL{)OMw^9i4AFfB%_!0s=q%1HBhWACp`O>Jzlm||*2=>x zM-#lh;8DW+)m5E5gPJXexM}Y3n=P?$%ahLq?||Dk>w${$h}gxIcKL~;3Dj;d%3d*5TZA!{VA zRsuC2A6O5D6D`Z99_Pnrp;L{a+Xpf0nn(W#KMc`~E&FO^6NfHUdp1DY8L}F6nfnvH zN&6Un!6A)+9IEM%x4nf7R*JA;kJaGt?E*NO2BqFian52D6$K7UplWMw?2eaGM9$0f zGYTK6#skT&KVHE?z|%o5D;eeEo6(nYnWAo; z-N&guR+bWpLQ~z;0CR?UJPeS;k#4vQ7tFPh;#1QyabNJId3_-?eVdx{= z0{fGe&6hMsfAY^I2#3sA)K$wX!0P2g=$&{$24lfgu7M{KzP8$ojf03IYNwcr*5URw zm4TTCYSX1IYVkrX{Lj#XKgs4vlWTdj(VAs7|0UhmOy(9GnUl%;3;&VTr(UVFz+@6a zCYLHaA`vQFg}*}MCciC+)Y>4B`QorPhSM2EWP5sQR-Saic@%-%)0wD)oEpj#Tl%7! z+4nKwEV`bJ&4**(n3cM*Ius?l&EERk79dv%9WKZzh37yjl!K8l65Q*@qK}-Hrust8 zw5*!|lY1V@N>rxQ_!Hc2y-knr6>Mp1`SClJ7VH)C-BcrXi4f~L`*iETli$Ex>myKU z%_wvGpM579UYtryCKEqQE zBEvzzji1Ir0TC5Za~n}4ia6_i8}#RwUS>)ju;X%|JJ)(zM})>y7kQ$flp`Am{4+EJ zqfIe0uR^ir zQ+uDBUtup?d`VFMMW$tkrR~dpw@Axd0A`n-e`wCI*Xi7hr{TX+T%|i;j6P!4iksgp zxzBU&rb+f-(n>j1@OOkE_F-1>8V+c)`O1x-7X)lTt2N*ar#=h{!ht! z>Os4p^2*H`r?1stFoWheB9@XY7&;p8Cv$!&i|^qoq9O-AZ<7SUjsP6{wMg9xgUmFb zW9ZD~@ioc5Hv0uTh6L0Ce{)&>%iJC=XIl2OA+yS$yOikU#&JZ|z45V<1^!OUsO9Y) ze%;_RPQ7}?NxPeBl&+9<=yvqiS!H#6(Cxh+;!DV~5C?OMFodT=e!C=ah)Vb>H_)S+ zuR1We$zGj|9B_T90-8O=TwMD|2iX6^fun|fiKv-d4oZF`_g~nW%;zbh0k`n@iOf9x zde-2;YKA6IoSXaqe~t3BSN4dA0`C9QHao}W!`6}fikOWNKEY~10tn2$q&w&>M}E>e z1$z-?WsX+WL2s$!l~E}A*K-SMO@eylpDL@?=`Cm2m9*-uMrhO^?c`4ffw3yAmWfGg z#{d<+$2-omvOg|Z=9Ay@E4H_|6y6TqVmNd}7nkgi(G9JaPb)I;oz~1mv4P~rU4}DujV_G6B>}em0+%$ z^3MBP-ubaT)J{#c3gdGTOiDe%$}b^)LR8i1(Kgp$;>xnB%3E)tlr#;dDE*a`o8N}o zghOrY>Smm9<;B=AJ5(ZAr$Mxug1ADPwLik5*2YqUt@m3g|iX>l~=L6NSoj__>vu6~AyCpQ%4>YX44ih=7P{O#e`j z)R%IC(za24juKbgUqd`A+`Z*bT^^1`OELwhrT;|}Uei({PrcnUQVaI}JVB?hy?g1E z&j(U)kS$1>+B?(lScz;mUMWHmN#It58thR)vV)sOC&{%u&vPJqfJ{~`H|<}1e+8h7 zZ_}thB#KirNO`zH0aJr^j#?`$NffN#I7jw$0GX@yS!aR&wnh#KOeNEn;84(aNH>y} z_q(U^Jv%TRool;E>!}T1VZ+w}bvI~_@numn2x^b&rr*>u314NIE8XVV03Eh6Bwh;A zDh74EerBo)+c~e#Kuk5pk6~cfx^o0aL4nMihGo}-u58WR(ioXyz3akJk%!LLBRJ!9j&qnu=bJ$qG2T&XNPe#QyN3Oa#_{c<4&;-av^V97y8Gk{kS=*D z*|h5Dv}C5)dcP#Is`e)>-XI_y#X(BZP3U+=u0eiERj*V;fNWhv>jrVry|<2YJs%0p z`=kU7xqg>*SK?75Ebmr>2cP;Tza-<($K2joxoq08LIO6BycRg*pAfF_VlB>1#c2#+ z>BjL3S7V+-Vat%7M31s#>q%O)=p|S6-Y@+t)j8R1oT-3N$JkpDt5z!(-s&-<62*|T zz+qun@UF(gl3dMs;!o{@yU9~&{b@?MiI(v@8XKp?=CJ6HDtM;j#PgcNpJMJHxZI9B z0{fcrVRS)RYjJ?u!y)`B#~m2xoWKXYed&=i_%(4G`(Kq1|G$8qptBOL>)W;eh4@~F z5KJbB-PO}SB&Z|#DQ(Y0#tNy{+MvJ@Z5BgZSF0lj=HTynQXhyVIYSH* z=bqPA|11TsHl_eiyli*~heHy|ACLqWR+aA`cl+8el&I}~5f!JCFZ%C5h{T6PLowtS z#hnqQIasB2ROPsHfqeqnA&Ua+cV~iG^+RjeFqGj@g~UO@-msc%omf|h1n15c&r4kp zrN1XrBCwS?dW^Jj)U%&%nipH|lY>?TDH!^=Kb+JA*~lT4@UZmxs@SQ5t-yFPN1iqx zDYAfQaXNIJ9f?C?N|iS11*3wwVm$hSM2WhC-~STQQul!+6;1E4pY0fuJHx5F0j=wq81KV}KXIP+uN(W@UAFC3uNn8!=9k z5#*wkY%e0<;v%A3Cw5tv3`wv-^`ZYwqrQo+oK6GD^!Eg&d>yHT*AEJU_&ekTQ{MK2 zZ*maN5!-c7O-*P&`4G7NJW7kyEHo_KRp&)wz>{D!q6LX&>lUuTNirUW`0f-#zJi9h zqHF?>ZOGQX)IQb;GP2FBUSC0xE1yw1hr5+d8V4mB9^^0T=Ynw0DozW?>JezZZ)6;b zGjg$E?4oo2Y1UG&$_Gl2G0>Rrkkl=0v=DPNfS!h;bAo ztcDpeeo&}87WOlG=ii|^EMi}#9tX3FOOVDbWM;c&_;JA1?TQ#}Q9M!Ekob~!Q~Xo{ zLmK@KTt1RZ`sJ&Ah!{pStV{V79 zj?BG4Y>Byk%_b1C&9lAG`8_I&Ce1r3|cJs2fd+sqOj!vG} zG{Jv)I*1rGfDhFYI&v3qnXT1S9WATdAKUXM|B?8k=t2~UGbgVQlVr%Qd~-`6;>jL` z0~Q{hjku!3KiSiQF+KnR?NLEP#fgoRaPPq33Ag;((8&8bm8T{ds6S9Ssaq{6^^R}B zbpZvJ^Qr~(!+R}mFMBhPFIBlQ;GGGr4s!cu+WI#XW$~0>7oN4&_21xlGzJ3#6u`i6 zk~4D*L;O1U&x!gf!cqDQL%i5rc3r5BPnbv=+;)tLE&EdHxA~ ze@JejScm_?9(!8a`=+N!$>?9`9s4ZlV+@->&lGEj%O2FXi<@OuIxd58-CQi3ccu1% z<(CS-4>{g4f9E_K*?v5ix}^6f>%z8(X>cjtipwKs+-!UM6!XTE>YfKuAE&nW&`4yI zmaG<}`s}?_oAIYLsJ@1c&O~)Qc;M~)#n(1^W6_bb!@ZZ8mcajD+yB7Zt^b9$vacSI zsB5o|Q;zQ6FzHu(?vYHs=K6`-{`=fH1o(oWK{1-uNQPmB81J!emFAFdniD`0=JX7w zFi0p-D`7YClLzLNCvm?oWm`u>!@%VAL%S4j5~Sf!|Cdb@#2XRJiJ1vG1+f@q0#R9=KyCKjGzA{S8%3Xh zys99hLh_FL>3jQ4zuK!TZiJpo406V*c_mwfCE4xzNWjFt+QpGcM9nXevwMc<8u)Rp&z zK&Gea4Ga0pqZnlE+2Xe6g&iTNdty`H^!AU=_()(8l(qZ&_R^uR55fQA=`H-C;KHr# znPKQoLFw+4ZlzmdNa=3rW&ou-MJWk^p`^P+X&6MhduWgvnvZkN_q_kZ{_VZ)z1DrL zADmycv}ftUQPNaEt(ZCDz0@==%~)!0i442C&E8&ZCd&mq-d_%O1};~*C+8RWZnba^ zo7A1@D8Dthy1m?PaC2zR)8r^e26g%8f;OEJc+9`(krpgxzaDQahZW%V{Oj2qJ>bh~ zpyTne)*KeC=eZY8ApJ`8Yd9n+do*Q>_VhuLH?fD0OjS>;^=lJkNWytd^z?j@5AF2Q zfIJU#>wNHI;@0gnsL(@N=`2Qx8$;LoNK(K7^}voqM)~mgIzND`&G)za2>s5>*BD#+ zZ+^^%S@(=VAP8>S$g4!9H#d1Tio^QV(`)iWvFJA841q09%V2oX0snCP2)CWhw-t_` zUngWDVDZ^E0TCa@n2mQwV-n^_Qap~Zvn3?JTWWoMDEMHFdAD0UvQ{3#OdqDR8%^@A z#4Gv96~(Zbxa{#j9r>Y^dDd-EbM^NCt@jpH;FK2+d8cYZaa$SYI;p{AoN3FI_fwrb z5O*rjuTiny_$$GN)#L0gIODE2{IC>eT8qHQ=`v@Sy+Sqb{XngJYcQg+LQQ*f3`x2g z|1xf_Y0@xty&iVbz8#0COJxj>`qSmEa-(%IhMJcqnQihb%6SLEP?5>X`+}1PjSs{Vyh-doSP=L! z1=ax%k>C3#4hlX{s2`V=2*j3V{y6uwON%}s;PPQ^j38=DD(pj(Xr z1BXquE!Ba}j`U{w$!5ZTnDN-&>Yzz{V+vuH0)J_4JsrF0HqTCG0yy~uIm6p6K%gOw zwhadRt=fVTo5+x_Ga$Q`q#MCptF$k9EV~iASqlgnShbM94_3HM*&EQE{(%w+{8i*Z z30Qu8Tov6wNLXb+A|XIhq;d%xlmb@Ji0R9GAw(zqi3z7PJn6 z3*6(p_aczrL9;Fr@bk(K?Ciy3iOl(K){)SXlW65aA!C90%$l|Czw>RZTT(AKx$iTm z{)UzquIx-UJ*CmKZ=>lyon_s@qsocx*7Zc|GziUVQ?Ty-V*eJ&e>azUoaJd@m3qWYW6y4G0Bp5>Ol)pc7z+Lxne zXxV}d9?q-#>4=f;;!!+1E%|!+PcWL|YEs}@fY1*SH1{0r*=G_--nk#QR~$EJ^&)BUiuWsdZb{& zcqD3$1+W;yHqCh)fZgl3D>Mwfe#;|oR5LhIz(e`m%z5BqIu&lcv*&6B^5tjSITA+m zS~?=IoIR8Q*mAcB8~!dchTHLXX$e+$hQ`Kl<}byg_zQN)^21xBPyQ}6@zdQEqaR?w z8Z{Lqy}xl5+(ncsOzhk5sKQhh>AO0qvQwoG0wy~Jap#8kA4%tf2a789s%ElNhm9}A ziJaTB)_X(Rr#*>aZOR3gAG)rFsq=%LEtHru5b4k&Tdq0{Q5G?`Hy+r2jvn<4|1^n=1Vu7Bn?g5-5NYnmdAkHv z567V|rd6q;S4KDeh%@giN!-{HGZ@l4JB`>4y9n%}4!dJEaF}n0I4VB_=Lf~?i|MHR_M9x-)?!?rix$>+@Hnw6B}Bij_6|4T5_Ny@whvQjxF zc|1j#D&ZSnn(ujoLJKTaNc zeO`Ui0U&u&l?b%oqPnqRX?oqkYAO|T^fss91 zSG#R$G00rL&B!c8#JXqGparXQ%uln&T`%K2r1%QOTFU(L-=_n9lNT|v+^g8vk0DGy zy2sXxNHMtpbK0c-P17m(?_BVp^eQp&yez>4NiVefBJ3JG%mM|w7aTbmfRT&CmVtQj zvXR>-Tc~B0k561#C9v~4E~TGkPiFvAn~l4_8(B|J|2KulKjm$r6omedrZrA5@7J9C zZUK$!*N768iScL*EYO3 z;k>-oD5fnmkLwo+xWy6q9iV`U+LKS680tqJn1{&Pd)aa9f7cK2!Bl%6k$USrrbOGx z_={q<+e+jIJ#jx1!%Ivrj%x_L#*iq(dT-di;``2KWqLqbN5A!`1umAw*CMpM>_c;= z_kfHwDrLqF8Vn}3RPHul6C42G1k^}_Zo#&AVS=QX`6up*{Shu|xDG|*PDe^+>Yk}4|K zZQ>N6eW#uvGseuaq|(%mHvO+Xn<>F%=o~4YW318e*fOdzgNoiWs&wqJ_+ugaHQPMPx$ew~Hzof!Xg@I0j*icZ`(A&`y~kLLexe2@$2AFEd`^ zub-}xCnm9$6!iF__l@2#D7Pmli;zS1NLO5|D!#4ah>qr|3D>c1R-HK@Nr!5AcGOrp^@F|oG z>R^Me^IrMUp<~?B`V$2`@Wbi@`$=cf%5LO}F`iYUr~&SLNQ%)mBgR_}`*L3QoV~Q& zfXR^hh2)RFm{x7|KmIuUa3{o|&C4|*CqZH;?c6_=$B*8>Yemh`0q7iQ zRn9~HXgk{ua^x5WjAd@GX_blg4#*08CNwev=A7LJn`Rw@xqkTG2l0g3n&s9Z7Z6O! z)t#ktF$nn^kF=)0C_Uky^iivUjE3?@3GscC`mI??iw)u?xsM8ID@g3D_XIGCcvWJneI!^oy;3~+ zT7sbZCK>c@;B8OlrwI!56tUYNYDTJE(mE$}>8y7~zbVPI!5i6zNIHBnMnGp?nkR@) zCu5u|moLQ}zu(}jZ^yYCT`5pVfr$3SP;Dc(ecU*M0crQ0r5k_Y&@X{6*HxaOEMuUW ze}LozD^ySPIgAuq!iXy$m#V+t&m_^z8HzyhC_jF$&2;OC|1jY~+dJ3yBA8>JEULD6 zGFhALToRHFx$%Dz54l-h#HYCaPh{f%znqaExt)(Cy$k`>pJ>_ zoBzf$u^VsAiP6wvthygX>s(7Y&c=^uF06dtQFW4I4O^09>I(;%sI+HRXg|++;A*6~ zv=ua1!7Y8skg3FATTgozYhMwxm};cg_yeDbHV~hcBKi+)F1r*d#tYsO>o>2JJT!;q ziC&u+Dx3Dw3nyN&bf2M4jo77jx775U8m$&EfixsS5ENhPttzOII zpbZpvh}wZ8K658o!mpfvSj?K%-XsV!1Qs+)^3EyT*XuKL<=RQqNRWH~ zH-x5WHtrB-Vwx&cy>hb4US^4a96Z2H-hV1V+#H$EA0avsXr_Hpmz2GwYbm-&c(^ub zsa*%;(K}H>h31QEc~lvNp47!Qgc=t%RInjcLJQyw@9#|PZ}wdB(JKQ)o!W1jPQZgs z8pn%R?l`yPR?&-PCccF@@c^x=W*Dq<>^BM+w&YHNYoCkOYX@ zQDhfiyLmX1a9-sJy^kIg7$z*&=xL0P-nTPD;0jlb2XI{%XzqTc5{b0n8rXD)nK4B_ zUYh@QrZUHdbMR(G+sTZYDq3AUX2xo!`WN0i3aqtV+>0^4D=DoGr5GBle8fS?i*vNh zvvaB*O6Xy>e4VOGFxVsqVi&~yQktVTSwwx8#P4mJXIpt04EmXf!?Xi*Ubi<5;W3)Ch04sj zfd?)+hC}%lx?GM90xLp2pv8e560^(5m1*a?X8#MuDYapan*)F9F4_s>nmKp?A;cRu znt7Y?Pt~;WjxJ_TU;-mSF^^y3VW8`2kZJq-)vGimzgR(J3tzB7Kl#^i0N+GnpTs%e zf-iK#h{N(bNv(C!U;Q0~fqpSZb>`@!6g%FVezkLzKr-=Na?T)DX^H*L?fh(ucqtC~ zTP;pov>e2N;fC8qOKJ3%45x4OfU>oJs_Vn566W1R$ir5TJoF4b7BhkI?r-=HO^c6W_G}2_Q=4olx8wG}Rr$rUq zP@{evd+`{PRn;|hS|@!+AWUsF%>*;{4)P~j#c|uNn3AK(dWYNJ-aMlakjgu^4?(*$ z_&jy{5V&#U3FJHFw&L3S!t%}>{g|G^m<$@$que^PkL|Q}0(M_i5Dg4GBG_VlKEMB;6eQ z`Eon9xqkWHyX2dk5p#OIer;<27zHk#!WmZ4rCklt%F79PdeOojXWRN{LrcQ4SX!AO;+Wu|*F)V7&a zw=G*7OK*fT+&*9=XU3|h4uO+}Df*RcV={&XL9`bVq3SQhKyxzemnhHu*UcRlT=J?% zvv*DP3c+(s{x~SMBHZNnS~k?~@(^07a63~VubOH1AdV;g>B}9JHGSoUK9D}EJQfs; zRx#TF5^p=MbQP8eTEAdbzVM~U=ulXH!@KF}e(aAjm8JwgHJaaG0ix-;`6iW#f;}Xu zEt9_+Wu)(D!-hvKw49=8!(jR4(cjT7H)f>%n7*imo94yb z63yP1@%u1j;TBc$=w7NksW|yuYADrVBVle%V2Ng-)M5;Ew=|C=857K|gp|i3;I`+m z+j+`|L?gwVh^ntkFzHL2w`zUfh#suXf*YjcGZOlRHYk}Gp14ZoqN9G-`WeiUn{1F)O4EfPUY(Q8+d}5S> zwBT5ROlVJ?d}7duf2KuIf6XGJ&BPDxH(2hL$iaMo9!g?pS3mn}uQ zT8yMsR)Qg|kGI)Airo>_DYaLiwT58K3*nyKoL4tmz%}dkDhWiV<=GecZ8RkSJW#D} zKA=dj@e>z$Uf0^XDO~%Uw_J!;QO{aRhB2lR??vw^WBJ?-#l9jJQ%Vl^I3c`D^fH%~ zsp=DiarinN%aOiMjAQsl!a{w2LQsWbGdVtxlQz}g#9GOzL^P!Uch9Z?o_CT_r^A^Z zJJm&fG;UC54X1J|n(L;=WTEea2#O+x=QZ4_cOjo9TB$FDy%ZF4+uLtbf-I0_WE|ZK z48YAxaV=5JyXe}mpkb}#>iT>>h;Y$xCnmoX0DCnu9fZvkPX zbi$|AeoLCZbOu2{X+^m3`+J!EN1_F!^->xt=M@@#8ZFhh9%R_or$rN%n8?a&o;m=B?>!$d#{Xl_t z#YysmS7EKK12)P>-oZeOB2C>oezFa=G0femK!nBYG=h74&ir*rT~@LzEKITC`PiPF z&*uFl1|{~jKVNMh)<}A~s$RGg1s?cuG_d<*i8D!nmxUu!ayC7{F_w-8+AHb)IsCXX zNLzl!{HOS5nOACJ)KM9_dmlK1q^V}9{9N@2x)bzhjUWPEzxBdz=U*9QfXoJddb6Bz z5k)d=ucEezA`Olk)BmZcyFj0;xSra32n)%HjjAZ$&v zkH9JTc&yUu#QX@tgpBSbi~S}A;hfh~qu-e-B0nzKEV6`o61pW48pwUQ=$uCvlO6z@ zirQ39Z+=GJi%?nNT)l;Nev5s}G|NjQM?4sSGoexY^W#?d+Ko`;AvGM4BJ_?ZRmC7! zdNGrkq6q%emplq#+M;iIUT(U%Af1V+6ZUC;FJ$fw=UQTBsg%Ovq}WL-nvcU)iK8*f zxE1NTGez&g2<+#7}4?l9K+9AepPf%17*KA_l|`g^Cgm>l7(YdUqv08HK+Qc z*sOS)ikgeJ0@G#{ptzYr)@+WycSS~<`6-mBCv9xa_|%&-Xw^SNT7gU(FR3ydeCloe zyDs|OFRxewl-KSdl>3XX$O%v9r3g7?Z#M1uXRy}DO~IW9`vS`5FQKCnawppdKKIvO zFsljdlhwtOE}Ulh@2|O#Bi^DrF7HVxaowLueiEw#7?g@@cYC>izgO|&ON?g(+EG-O z3j0rn)eLY>=cBEz*nOH)`C2H6`V2fok;wo0Cn_jsKJGaN4!6674mpgrC{{^Y;!5BR z%%+UK$=yC~H4AyVN{?@5wCwk~_v1A2T=!pXdBGcWCU_BeyfizIav=As?=9eNFa(Lz z%?MbCJ6ZgfX7?|Az4lBL4W~@y3jDiHvu*k%-$ACRc3oS3>o|?wLdL#XLOgNxS46&* zQ|n)@j67dhY4j8tBYDn&=nC5Xq^Z{QrQ{-7^|lt%o-C%1Z!(ER$;^+R=8DzlffUvG zdDdTx9-aX^q7nRT*@Evxd3L^-O8x%8y`=M6B=VhxB{@9DArg@r7`W<4&ux2h^yx6o z#k(t$hv`R0PiNJzxL3dZvQBGQlMM7Ahw;x@UIkO+p@KR;kH$Y=U@xmNVMXuhHv=iC zqYWV%r)EAJCu`>2CC%Mt6rI&DZv+jB8U7-M|MNc5UWOCFKh|W@RfK`x50}U(I|6#M z5;H=2N}~z}a=9LdZpAD8`l9+DgK-u;M?7|4re-3&@#N)vZWPNWlBH^_)}7Rr4r~vy zJ52S|5!o&Cxq}cFnd)2`Gwky#v4Qw4XxiGHw_DQe)@EmtzzD^>5;3^nF5umldcL~g z!3E0F)-R{oG-<^feJG{RL{cpEPG3@W~6<*@G|6d2Uz77!+vA8n#qMp#~+4=|Nl?3`}{xgEA)0v0E%OTC3P~I znRa|&W&OQEC8CyZac_wE6D4eKyytWNz>*@Q7@=?El`81@8!f`>wugdaemsLj^OXIZ z4NJW8*a}$`F~t71=kt=g>4=-uzrLb?w$=6f7C+3Fp;YvkfHtyafs?)>&_|7a-yZwS znDj<5;2qxEhu>~MfwF;jd_(fkQ};DKP^eV>ld~RorG_av)SM|jpq7jI0NQB@0R*5a zfj~*PPkNuemrq_>HUc9Y0n?$EA}=uv<2qxhF5A!)p@O*GPsQn8gwz-$qA<5D8D>Z3 zK*m@6vMFKo9Fqm?7|YK>Z$d5xY?2+%+tUPFhjD*okMhiG;EG~5AXU1XsgFN63A*Tdjues@FB?;X1AfTDL^xv*HsmL(LR3bstpD6=(BNX+QD;t7mpBFdw&m#}a>n#6Dl9Hs77ud8An>Qi9 z5vQj9Je1I3etROGcH$a25a#-!5E-NPc9Gy!t1WtX(wFZ02juUM;z#w+yY+W#?K9tR z&ms7;!u;If;7OXn)|3v`9=RJ__Nih?Nr`>RidZV(-dgs+`5UC#d7h8xoN#J}CW>LX zw<;;H%sZEhRIB*4sSA-~C2_(&lVlUjyw!9ZJ|s|XQ;0f4PTWh~k5$r{^kasHl#f2l zbpCTphieg>rJa(n<>n^)!uhTt`4{SWnUgMRM-tj~Bl4p4`)uk~dWLgNE8Lg7v3a+Y z+qwd$xd+&&YQJGRZkUeSqCY;sUBme%qHq76&#QZ@0T~>*mu+PjtZ}I)1k>Woqsen5 z?v@0ZCH3rqcYY4Taq3~?o^e?a`U;sAwAQUsMrF74uC}&-_)NTN(YR`Z8eaN<)h*NE zx+O+NLz~|Tq^bR_0aBeX#3=Mb$BRE+9di&v+Axs4gXc|vL`8SL^001WW#Aemo-`h1 zRQDiV4U-nn!`|tIvi7l53_3bxBuaBhQv1#u47v5ToWG{`D;Rwp$^osOTvB%I3q3gN zku@|x{55~3b&R<;lIVf8MSydOh(-kFckw`-!0NyhntJ-&0}AEJ4!c`@JgrYr9{}*& z8pSSCF4Q{Em%B}Mz{SH7YYD1UjY04gh`#*NzaW#k3AFn6gFus1P+9{I&985nI+&^1 zpcAypKTRBvrd6dUdmXH`4jar@G{DN3R#zgDz2;qZPWSf#&wr1e6z<5jc5a@0jv6N9#w8I?T+1(sKAxjDkAr*? zo^09`f9hKp^j>VoL9dt`|5~30M#;Vb4`avU>b`Jze?&iJzSF*$ zZ5O{)vg;h$tC?s93{{7Kx+G5f^oM%U2iI(v>BNri^gS0WdE^TtokRT-xiWO1Uu7RD;E@1;5t>wV{QGw)8`F*Itb-9fomjpju;5L ztCEJtBs88;P%;Rh9Jl6Ca?MJ9jyKKv=kKL?QOOS9I?B0e^GAM}L%RNWQO!CjkpOUhzpraJ$Kbk zI?qnRrFV{QTd)86{|#ktN4OiHg$0>l=KJo>aL4G4S>6Mc( zyhGX#oDN7xorL5fCuuxXiMW|JUEqwK805wr=FW%$#_H7c)G_Wx>X47n z!6396y?dC#RO4=?I+0>l!eA54W4KG8hA19&Ax;K!4j8g_3lTtr$=wG-Oj|80Zw@SP|}{t9(3;Z?6c=# zmO;ZHQR5%Ft0WwHs-6~t!1(qVq{{HzSJf{-i=eSVJHe$7)acYvY4$9}*N*9hR+upq=TAl?tTVKP?E5B^j@`R9MEBSAB_$JLbZda0l8 zef2IFaM7M&jf*1fPpv@$924)StE+k@@EaLJrC z_fpC)sQfa^lCZu*Cw+Z!E~r(D`G<2x+ON{)v;4+#-u4d4&Vd%6Bb(iar0)rXNIXK- z%<+gTU-`9>qb#$6hm!7$s?5#>1-G=sB!*kq_9e;!haY-L}|u&-(Sbyw2`@5qG7t#z8}uOag> z3$BHt-1t1s)~EFKPo+8CPfhW#B_u}9UBkah@z0kO$H8X8didHVy*~BolYFkMMX6d_ zAV1Wh1RG|2R+~4}W8M-F#Q5c>&djR(u36v7HB_NL)`CQ&6><_<=`38(guxq;`=0Gb zOV*l#af#p}G$gr&j#gJl;e5+jp?AezmUZ3|qyeA^P~ldYksy|R!4w>UIbGSKMlt+0 zDiWBwJ2i3V-6hBOb>ab@&1gbM?tG#DFl4y={)&2eQKaebZ_FtaduT3WwlS%B5SdY& z154$xUMz+;{~7kO(Zbb%*Zp>@(4?$+^7YlhJ*eU9Zt+)0DQq8^li~cBS1=i<8^$lB zm+VW9BqAvIWx+1E#7N+sO0XUE@eg&)N)0D7cRK~4!8%u*A+7(*uushU(SD7{ds9`S zRdrjU8w;)u-BZXJ_42-~evK2+sUBGP_|nRl=Z1-Okv5esi{b)w`HM3&A&?#UBJ8&8 zXijVpe1r3*e=&_xN_lf&0H687pOdv-pX1-2k*Z9?<9 zFE7op!HpDr=AuWaP%CokfgV1zM2oL-!pIKQT-w>*vB&)gy`Ii|0ilSb^!bEAAz+@h zwH%2-a6B}r!C3PVyID8kw4)!f43nWp%|rT%#yDEgxqP(f`Z(d>z5;>UsIY5yM2W zz)hk|>QQlJ%kr`9L)-L_RBCklJa|N%XQN0-)JkXaj}fL^C`%1Dz?`jyVYMM9^-c<& z)phF?mUD7Ba$^1c>RW!C5@|3OY5y_uenjwpqv+4cou};oGCYeo0%4$ix?@!O7sR<2gT)%5)Z{WXXJHJKKjgB=`qp`)tZeYB0yK5&j72$%4y{!H zJQxMDPXXXat`-Vvlxq)EGZhIrw7H7s#lEn;ah3a^`5%MS?XQ%W*+fzER7|m1iN)`1 zYpjBo;iYehdQWVPd+7hm0`Ny-E7hr_LM~Z2UXkH+Q-w+AVuy+~u~%}vOP8D>->UoR z>Y|;RB;dZ9M>J3r;i*^p>N9JR$x&gDI}XH_jyOiT3-sZnH_IaD=3yQsU3PKzz#V?_ z6w-89@U7zASl9>VvJgtO_~pnGyDMQDtD3<*3=PbjJKHxNs;-~e?;+uAQNAAb+mn4* zYeOrrw(cBhVC4L&5OEAJORXaHw$@#m#nM~aX6b1NduNr8az1XXWh^O0d$bEpsW3-bSQ<@NaJGvG>={99@w)m{oeZmlwaT$FGQK zTPyIf-GXqKZ5q*PWJlzI#=HygCkUDF@ZHX~i$DpmhX)C#1YjK7@vKzZb3ixkp*wki z(dX28i*5CK>($DtC;|x%d3qF7|A&sp+#JdE>q5Jo7m_4?a$}xv@)eXC0Tp6O!Mzq^ z$;+ybvSnTvC)6{<+X^bPk(;;3^PN51AKV-yHm^pL>0(TShvM4v`{Od_*|A^)RlXGg zS%4)-H5s|$g!Aas?F_Xlx|8LWF1ePM3>6cEORs+Dl9`_cR5xG_D7~RDu6bb&gk}td zVGNuP$9D16tsY9%ZSbn*NRR3;1M(R46N@xZCXfWu%BLnB$%EG}J)3h1l#`g_ZC zZ<0xZj5PF98~Q++)@Iwkw*nzSnAa?{jqyDWSJ9fvSEEK^#3!rGu&{9Or%Fpw;81qF zKC=)q#@UX<9gW#8Y6lx~wg0~Vn#0$-oY&~i{J$R!J-Cdx0~l2Vqi+{mu`np`B=D^8troAiAMnGrZ4G=`zRlLDEU@6c zI!!tKUD)6Y`zps#=KOI;f`baax2&lrgi@Jl8Y${|>;=K19027t&-z2wB!SjrzhjYx zG>rpQy`ux!O$*6)9KnrfeJ;f`{_zrN@O6;^XfF)W3Pf!|Squ3lEoE$ZbGJA`U7mU& zK{+6LZiolK8+`@fz}KOpm%YS}bR%~~8DBrHaP#Zc4^GqJT$j4ch@fPjgj9 zrSElaZ+p$sS{7Z+9=C&U)6JQ=+4X((fbyHAE^60>A*3PEXO6|fV*FaH!_f)t9;+^) z43k@_pOo0>WEucdDciA9!J(mKA&8J!pstX<)ThA=uF|dncE~J_me{SDG^Iq^vG!1E zC`u0wLaG1bMo7VQ&lEL_CE@3i8jVHiEIXy2p85q9hi2uL$)^Tf-j;DCtt%)Hz6~Q& zYj6tMnf*bBOev4wirTYp^kBDEzREs^u;gCSCj2Y+qsXTteHMvXZdJLqWGo}Rj@WPG<-r?9FhZ-pra%*ACFe5&@+ z_WfpeoN)2`qhkd>A1n+yh<}oHn|8nbxl>qMm6Va-b3D>2hR!&hLs}=;`CJg3wBRH$ zGa?nOB+Brxw^LnaP|~gVE2pC?@uI^_9^9I(&N&3uc11TsZ#MV6?lW^%u7y6y^0`GOoi@TuIK|)FC z+P0t0^1~?lPd;87CZo53K8^V>&n11P+DM=jStP=#qV1QK^6uB^=KatwF;lER`*V8W zZfkc)=T0r{L^pbMbO1t0TV*u;S0mtX=AKX_q2omaX-|V|3dYON(8kHI)Zr*}_nkKr zCglSasctg*KA(CjzQOmXYmV7`T_*yTZ&fPVqKDqlN{156{fLu3zY$iZpEWRj+k;O# z%6kHyGcN z>Y?5DQe{%Wytj;*@t<139mZi{`+r$!E$dWHPoXpwMDDhcI*hsVdbO*Xh}ExNp76@p z7umaU!um}Z04Pd!rEc8^d6JYN45biBTP7l^+|hOx*1k%~nTIO$*|82{)<(?F zRnAO5;WT2L7?n#Yl1o>bAirg1uJZd(3QJ&rylLyf>mJ^d*kwW(L$R ziG#?{=3>Qa@J=KvrQir9!vzfHj<}xG%!);^VtkJ9B$rjLo-;l`U%28#WP}Ti$76_; zr(Rx^1y0{7*mxB1%BlX{*Dq+Yfj9I6%qM3)))Le+}s7YI=UVrV1+xn#J$Vjn!Fxp+dp!a7!2d_DUE1=;Ke}S=SnF0ko zj|*32rw+m$`ZjIJ0KFrcSjb2^;Y|g6JwNAJO-z&PFhN9~8=yv`PYNylB{;?que}G4 zs(P<=oe@mbllc!z@;2zl%Xn2X|N3b0_if|?eU*|23x<1}>8n;m{)?ya8~soB{u5n_ z{qv4Bn;dZC-&VHt;D4821z4<`rp*NmD>I!E3G_ii*t; z%;vtDlWG3w9hfWLx?%+E0U0=1Ec=ShxPb~3MIe+80-V9!7x<7d{YE2zDPVo+ZN*_o zGom&&lzpXE-m-0L;>EH1lK8wIlS3s5X-Bu&6OXI)VQk+rS1 zR_cW}&3VTb40#&(^o4hwu~$Vd{l$RcHIjrh_AXp)cLuCh(-Odgl9cj^B4_U??{VIj zc;hMh{IK3`R_1+AsTC6TCUGtQjc0GZ**NGe8L%^HvzD>KWoO9uKXkbVmeXFFlrpv#|Zf0iD-I3 z%wVw(^LsJnx;gw?#yEqFPFJ-$18GD*hEdlvE_o#ugr?I#?bJx2K}CjLd1*G&$;od! z5^C>nyLpMu&z3d2h-@$@Ck<1cZ@1Vu|VS9u>+u1p$>xi+Jg_m+_6Qq3qjVUR1E z4AbRQ5gx(XRF54S6>E6|llqARMt$W^!$|ivisiq&9QjB_Tb4AvDkDkXTqq6j@j!v8 znQ3+2T%H*|5RKdmOJuGc?0Rj1ZM@O{!Fh;(?E96b@~t8Qs_p1}} zqu79xpP+Tncm9;`!~G{595i~_T!FSTj%c3$z9^1t!Bo0nXzB;I!5Uo32oAa$Ii5-+ zG+F_Z+m8PX54f_d(I-J*dFv4TUElWKYar(V)}_ke@e9i;%K|xP7$pHzr-U8w8Kx;XyIgaz zCSeM;#|ytY%SMx7qM3)I4Xs#!p@^MOrAR+yRPmJ6pDV2BeI2gA)r_KG$e zer|duJ$dzLC$Zce+#(Od{xn|1{GAb)AZL{(`K=Iz_0RjBLJY$)toLIjD4!Vz`<+W- zV!w9|1y4Jfe8d?vb9hols6CD}Li9SnIa)V5s~XdrRT$y(Rm0%1V9=r|kkt7fA~DQs zymli8>F-u;`~G+ z|GO!w!X_f@6WO~vvwvS#o+@Z6^V7xquD)c|K2&v8+z0jXQ4-^sxLvsaFJbLjXP)r? zw;DMXee^`itLe2dSC~6*)*IFMFg0Fl@q?dd_u`;_o9e_vO$BWC8yjW)6b~zT6lt&+ zswn>FxfWAQ+*uswdVRj$I79DF>*tT-AuYWF7;!b=uPIdk(~q>OuWk@}GvMz>`F87e zM(ApJtR?>IitwZ%8PwG$KW+(j`^9itwCh_+CT#+hm%`-9y&Wrdmy#-F9M=bMd9F+} z`N1}yf`G;Swu+4<_tkfmb_qBQ;iR&;&ecvA`dCrAD6#&8x9Ti1rkZ)IH@ z8^|n=sLEeV%q_ZeMu$F|Q#uEQF!^PJl*CLTefj|P#XSFuM}YQlj`<$4zSm3uqI}*R z=l%odgnw9}0J(yv_LXjt&`&>Pq+d->pEoA(y^C)pQ2>;v{jzlh_7aoqWspnLc$=fV zfHx)ESmotHQ>5NVC7w|QvDZRAs5AY*(=9wj>BaO2d6kDbT>+!CZ%edjWr!(P`ysZT zEDxJ{t|WquVis)ztATGSZ}4vD+|-f(GQQ9(!iA?}BssKzUFf|V(^=sO>8_pU96jCd zYv(ef4N!_KDOmw~hjaZ9wID*Qk2$r$JF)T<|K^p7QlZrMYWZ&RhTt_LZ8xO$2*z-J zAqP5PT_9I!xzx9pMo6+n&+QJJzBq}8;8({P8PSAn>#*3;V096|t8zw<6ENe2)K4L# zzwtXboyRRk57INJG=)o|kmy<)wXBIt;y~wJjHlUS8ng@TTbJ3ec>u!J%J zs=;KxQp)$kNM|z6JLYq@Wv6-7%VI_1u%DF+qFYw3s~`oM@_Tyb1;U2+4YD0}O#6zb zl+qCWuxTbR(8J9Puk2uj#qnfJs*LEIn*r`nA^7n01L>lg%F&vVh{1o5lXCPFT2{PQ z&4@CG-hz@MS^xdLLqjgZ2(Nh7@vvoT{HveK>rkeY;MGnvdF!U4`hF1wTdhPs3!kmF z!`_x~2!i1>$fq1PCSpl^)8tM0f$Ixk%CXKk-NK>*@mC6Lyg8+2hEbD)hAcmF4f5){ z{?5Xkq6knzYnFK70q$8~%`|a{^_g2gU)uas1A8;C`DGg=Fh?=Y=c-ogL+JlU(^*Be z6|UVn1TQYdp*XZS6!+pko0dfR5@=(zvf*wj`ibW_+sIXs zadyO~ov7e<4WH2RmQZK=8xjLUA`kJ1K$ws3zbx>Qc^l2YTcPH1;X0{0mWVXuXrRYq ztor6-wAZpAuO*uxuH`YhDQn|_o z`SM66FKD4CV1cr3WZ@5>6BfBV3XSd0{`(=(wDp15K|4p#AUFyM5p zzq>K~A|IKcB41>Sg!OzmzW!$%!Ht&Mekud?xCte6A{MGp^b*Su=Qkq^5b8sF-Bl}ja=mT}H_!xL5J0OJBD|oLV|&rIQnE5dJlCy|gyRzO8Pvl4iW( z85kh2_(LksN|-wIaNyHtZb5vtI$j0}jW-OCad18Li@oe`qLXfZGI=bjdmx+{ep)%K zKOnht5nB)a{+j-lc5UQN}ijgkb@eE?xqy7mz!1+3r1J1K!k;mIlha zlA|zX`SNR$2#w0x6t^FN*qw78)4?vk2Uiqj>AvZP09YE+Jb8D|iJ$YBO>*{SI|#eUls ztkgLSWAA!wCJhs&g1tmbixp7$1rH1>$Y3`A+cJ&s!B$y;(o`^UkGJq;hiJsg0+fdv z<1YS+ylkL|#k!OF7BPPi>?LAd?`ju}&_kfE!F0MsGQ-+NqiMj4qUT<5O^@V#)t2HP zEq)pGG+2V(w#_cn(Y~;#L6N!_68taV&G+pYY*s>}51f}E@$p~eci6=>j=A}rUio!= zAFk3~ig*`FDC$z-%bX4Rf;%=%H45d^hWqE_Dp@0Kp97q^pa)?lUhPu>MgbwrNXxGx z}p1NXDx~j|-A3H<6c)L0;qF&OYQp#?wjr;=KFax%# zwJ_19O>T`ss-$i{KuggXpgY6ILM(K#Guh6BM^r^tK9cZsc+LTDiekaI)cqGUn9%P{ zA&sh=mfG&%zp%fB^e{1ncj|Bv`YQJEua_0b;k$&iu9QIN2H^RX9}BUJc`&-Jj$US`5>W+*RNmlo1yI zS|ml5@V1GCmbSCaYhyif_jgW7qrr8QQ2nk)9sL4o`qG2fyIU1ekus4X73(+MRNwb< zYB=ciK`qTE!cgfY6!$Q^uI#@iI+4O$XdL}KaHuKud67DmM zMq-Kyfa}@Q*U6GGw$CVQJ-GnKux=WH>^@jv(<+jPRRk|X1H`29qk`XabZF;37^CGj zl`m0sq=i*5+`Ie4E>o!GN}O!&q2c9tR9%P%X3J-DnF^g+zk-m$P* z%!k&epsVYkrQ;tSW^h1PNU)*4%5!52v*Xt>CH!{`lb_^zDY|to)TQvSZ!Xx%D062O zb%DT1ijXLBzioSnztb1dB~U&AsN-|!OM>{pD3T5+ztdj!73*s)cdA=Iv%%^>jLa(>yFk z!CGvUtv`o%4$1NupNCbqkpra|#f@6$^JdTX_OX|;e?u&c8P z2Fn?W{tee>2XC@j)Zbv~GVX)0{Ls{6se|u{ zG)#BhEIDo@iDgU|yVD^@(Wrb=!{hHKUV`y?pV-E|7jsWY74Vbwlx35-x;Mk=UoPWs z(=tfXNW#~>$I~sml)|~i1cMD8rV11l)XCkpo+PYAz`;QXkA;-^<$23lzN2o3c;_t- zeiCgbfe2>(4tY}=!y#h4vEWt0tnp4%9QRD5Ab$?AT;wr0tPN;VG$pLyw=vK>H>i=@ zv=T+-NN1(LJ@oaunK3;eE~WlLokt}nGw^{-$m*qs4$#lw+Ikj{Ep;$D$Ek?X$(mA>-t;xA%{?uf{H>w>+lbJMQedMaNPQ5KG;>j9h)k#&YP$ zlZTc5&c%7g#eq&b)eCZ4#cg_XF$VMSVrTjuvJK4^eaXbvvqJNDbNr=+-E52s!h_sb zr=_k=pz|w`kyy1M`q@PM=}iM64}GqO(O~7MXIV7Xzdj78D5}02fCt;9!CBo>K#cYC zLYCrj?_Iyg=p;>AL0A8}_X_9<4bVs8$0evQc<*^a$gPBr8@zgu!n3U(##Z}$*^bI8 z&&Mut##5bCHycYJRFq1j5gFDtt48QWNNC&9sM{g4DN5-t`1S*($C&xNyAEZcO3PN; zrM>`uV>#tZA@;UVopDR&ifS?)qXd#~MIFk_X&^~t85cX;K_tv`!$-J8@xxl_cI zqYcg{AP?FF9gVCe0}UbU5ex9bUoUUXa5eFvzoQ!loXa)@g6;}5*OL|H;u z32{PCCn1#DI(fJ6?YoByyo#E*L55JLU+JbEzlX0X^Ujuuw-Fi3LMt?u$hDglFZlAvSe~B~@jqDz zqh3^)=l4*u$#1oN@OvYv`}LFihwtV!W?{n2qnkZ10pUukEc$bc_tAC#8RPf0K{MBM zaKp~EejaRhC{Hx5v6PoBIoE>O5!>+@`3>ptk@z zyj_OZXLhigII^;mZFxY!{`PrbNjVGlm|yLcm`J7seGTI;<_eMBdh3kJCw>aW$vmvB zIZb9yYf_PNr~Zq*VO4GMX-14$%9yfWhjMwcsbmJc}41t)^IFqfAr-+_QCBxs{?H&?M>Zd z*z@cEUY!7Zn5TMjx&=;IA zb((&3b{;xB;CHEMMtHK^wDXFJ8>TGY;&wxqUZZ4G{OAcCWUwHQ^hEV3dVFOAFfLxG z1*9p>UgZb|XW!3*-_x?VbaK+*@9p8=WOTGPrm%^!XCvu17G%^Bg1rH8x33gQdCK{h zeLsGJYWxHyPZN<%*>OefMi;!s)Ec8xh@~+gWW&M3CYvGS)$-wCNtha(>kDWp&kHrf zZE7L2%Ty3A>QPdFv^L?YFHWkk?fhL>1SzD_9#Asj{AsV)FvsLMkJAip=M@`L4Ze@> z5ugx7Lb^pmu-^MiU5F^T{`jUBoytU^^?+PPNxVHLmGV2dQ%J%+u4$G6RZ;1u621nL z3Us!Ez8mRgdUG5*oQ*}P_nzMUUAtwOw(dip_?@jFum&dNZ*WpA-?;Bk>Vt}Qn+jha zZVtc$=%YAhOE-oc+7*6Zzn6~;Pp9@8PIoEZ80eIs(LAYQ4;MT?6+-4~mJdjzW1Yye z{b#*bkkudLFPt-5%=bE;l&zC3@jYn51y737G_%&tQ?;Cs;$*R z-Be7-Q|4&0!<(-*!*M_Qla4mcox^|_JE$h)h(Yqt_K_SqD%&7GViK8pJL3*8?MM+t zZTy(d{Jxiwq;iD+XHQN_ZJMl8X(+ceFZ(8y@K3|p;DlPVS_QOkX=;JG5e1LJjZdqL z3v$uNrdVvW&N3hxktE^k*U3nO2b?q zo{hb$+`Qn(WmpHsZ$)-Q4T&S#rqaKd5aF<*|5@v3S1$_oa(k^G;_-rk`VBobjI`NC z{psiW`hAwy-6sGKxwRh)_jB<;7#SH9D`-O+86^uT{K9| zo1uj87F@8Bl|ow(_1t~0Y_8|~z_~c^79F=cMx{SqbSj{Ln)`(_ZP4l6!* zGwb~#;9!Zp&U3)H*}i!q_m)TpH51CdHnVn;RowDMvcDc8V7+^!iYLmS$Z@N#shcq@ zHDZ;$RKj%1E4wFX%xSy3e6W>PpzY5=1|Xr7iSL(Q4ES-!Yy6xHqCu$+>ABkF@o!mo z4N-$Btd#O{C2KB>Nljvh-8<&7@}(%rZkcDM>wf1|%qX79N{l&e@FHpFty)yqq1_Jp zIQwLs0a+uxSKQjD9B#}+@eQp*nI&_{k1|~eDTuUeV851;T+#S)&@>5Rqx!Srz= zGU_KZja1y=bOPkz#R+p3u{arEs{d3ZPO#c(O++7d?dftTpVFjUg^&Aoabvx}i$9`ov+4GUMK_@cB`BmC%+z^x`=iQecF)PilRNw!^8}gojljc=WZ@={C(& zqLgH!H>pn{RP)r{S+!^lPfpK=@m9}GIsIprm)nkBt4^*pJ@I`p`gEMQ37q*|B>k0} zxNxkPrjgyowf5I34JzAOutGWdJDyMG%rZarC+^(cxTY3BK;6DA?k0p@@BW>Cd+D$( zbTy6yzg2ECD>$?g67v%oPPAMoG;0rF1GZ~Xc~GIPhBcFqfE2 zUh7v8La?P5+sKC+CL{xfsk+%`(Q>-w;!{+z%Dd}KN5%So4P=cZwLyjGv`# zEIvYY3uG~=^Q%TZLhP_*vh-E9FSl`fnjs$DP7177DY<9UJ&#z*bNO|6hxx! z?{21c;UW{n&O|0-vG=~#Wbf-bBt1w}Y2&n~|6GpT0%*qA-bJ9cE@UD<+MkTSPeGq` z5*A8<s%!vzNCfoMRmk4@Yb*hwS z)E4?}F-se}R#f7t?RT2qWBsECXZ-lj;o0C#iu`@5RitIN_3e|1~G_osy?E0A0%n#mZLQ%SnP$g$XG)x~Om z?;zwe*AqX_(TcOHK&Skc*MQEX(%?88^HvuNIqa1rX%kiTkUF2D30Bh}P3QTC&Pvzy^@l?h z?!S^Be*%l6C1ThEbr*9m*OVE}PTy>Za(PD{x?k8jEM}S3R~Z{62Fn8&Zulq@#@ZuL z_QlDSUCO&H#gn8s1JxNdyw`k1%7@lfGx5j0qfw;#UNxo1@R`9%Rp~$eb(X;Y&?I9;=o0@GAgjjCzNyEKL-jnYB63 zzfk`jE4o4DjvnRwgywhnn1u3I-I?i27xj0*rbpah7MhTR>}R^QW|YR)oBx-!1Q+~vhguUJ-TX+c!-Hp+w{kCV!MPo#vf2lM#vO<6gyky;2LO@g>Q;-Z zhW8fv^Q+%FvhnU8ow!sA>OFhb5NFwgJ4PqJ!>#lWN{&o_n;l^Fseo0Kv`D5iaoAYz z|A4iwN0=X?IQUBd@Q2qZzFdIXimevP@vKBsbkxfedUQ-9ViuhsGLGqG=TSx*kB?ku z@S*06o_E2KO2NdSR{t5|(j8y@^nIC58o*G1;o5yA&6pA1Ys;$A=&M-7xqkkQ+Vww* zAY|uR#CAZ(RCA##Is7lQrI%;2WI-fKl`K~Hw11P|NdH1XY?BO@))r<%K(sCdXsl~H z!y3H?+u45FE$P_D*!Ujo;kP0f4Mv`(;I&q67FtA9?GvQX%=iaRVSsz^SZ! zVnY*jf#v1$Y(Owkf#ApAvv=X@8Od_zGo=w4#Wb}@kN?4h)cy8aKR|+bCy&g)QMAcg z?*}U6nnNOYG_>xc8;>u8kg#o{m1)pn(|!xxbCK}_=@pwMY_Y8%c*13Ua4(oU7ei&Vw2(h`u+5m{q(T;bf=L(fGBH=WA|)o z2UP~DGPc#DFW}{2Uj&z7R;t7Gan_)g-sPR$rXjlb>r)tszfhSfL-c$C2fbXD8SH2o z(jc2(1p9|8YvVXFIFO1;eA2I2E7(pi;6}j<8o%GJj->29l8jI@t^-a_IaQ?QGoobO z1;xG)*$-g1NOtJI<^tTV*jiYrsecu*ezUA?pj`nTh4~VSy_)fnC#rX=?%SG1_XD5| ziXtC~@m|2mZ{xa8(~xed`~c5SZfh#@hd}uc^H56K@K#An2#N+uz|6j6^)@RB zw1*f(+`>~gGd%?PxuPYLq}H-|>r;?}9@F^`(5Q(f@4QWyfkQ-6y41bE(J$7L^=I*5 zChL*N@;#sN#8V&s2+nguom>jtuu+(ZeC$yF-p#FQsj}t2WfVMuyyaWi#WA}p-wY)c z(DvfuWd%CGAaQH-u(Ro?ifRg+XTRU^MY~C?v#ajhXGgI`&XOHiO*hikx}PJOR<l z^gz`JDJlFAPgohSWars6Tpz7fYtZ$fz2fEC*+yy`z+>-6c#|WiUm$(qheP$fLA#O? za3aJsS=I$+<5~;Ir2(NEZGV;>6o&3s*_E+>fb4EyWQ|3SV1WiraKBPfkpL}B<&fd zc$Zj)ZyrQM{Zv9$Ynfx^*w>yKdp_}wVq$h9ONb%MuB5aX{dKd`MQ6ySgXi-X_J2zh z5D&`-irSKuF$XDQ#5v?3HnI@j!z`5K(b5yN#Mb21VtpG|M-0EZLzBT|s(a32IC?ng zy_ggDjV~P7P6HCXPlR=8X*?nh`-7|(mGrW4N3@F9R0>0R7#Z62gj1Mxt_yK`gm!fj zT!u;Q#1F8`FTT%g^$N)_HZ4)?bf&rf$rZx2-*l6uH+OTcidD(7Q%Iof$tLvu7G}8HR>ooRd(e-hW5k0EYR!vKJ!i2XI4Y z4C17gun-=dseT$4NW%joNJpR z{|3?xk(Ho(dnSpu7(LijAsbywNcQZG_hEYsiqqkU?44piDL%*}chE1&#GS`Y)aRez z)?tp9L+vy&JuylknG?xEocP->dE;(qFAzP2f6g4Tt>&7_N586qDFC|)J4v$ovb1^; zL}j$W+5an%kymQ8Y1z+81IA9;5lzapzufQXh}NIwEry%rmJ%!rq##=9($j4mF{m|S z`hRBofBg1e|9fdJ%h=c{9!NviAQ;1jwQ$;47hy5-=kd|Wf)l8wS6>IeppWQWv|7{- zm?%Hn3K57j@LBvsXgjH1Y4IvUXJcwd;Ybp)^Nelgb<`w@=9bTVH_szIl03dx%4;W@ ztyDZ91q#vcP2)nC1+tGqZXNp-7Eu#?tV{X6Vnp*?_M)53uxUY=IeD|#)oZofYaiA^NB@s zGQX+FO<^|8d6S!e`Rkio@Vf5|xch@_7H{k70nC$zkySV8^I)KGEQyfNH>Pm3M^XqF zK&gS@pN%AmjTm{Ns0jT-&byh5$df@hVhP(M;O^dE7@tfB-%w#H>X=ZTZsy!rIW%7& z+2Bf6P_)D&D%w`%!x0KO<*9N)jnNKzxSSBOh#tEs@cTWLQYB~C4>y7k4*Y0JmzQm-K<)A zbRq1tR`-pZyfM~IdoVnv1d|e`6XeMtEKhjVGpV9iaLxkkU2k7sz^*RWg3p}1RlUoTrosv_I`%XX&XL{7T~k*6meL;hg0ZHn5qyVL;m z-L{HvHn)GlLI~4BDJ#?QS9**G64z9b{S*U|uMwXEcI;b>npRRbezBJo;_cvdyHOu{ zu%@LqOV0b%M)^JFwCyLvk~NUGw_^uoA@`H1y_5MRU$7Bdcld4XwjGVnneR9uO-lB9 zw%cXcJxZTgHAjI^5o?&tT}9fO|3~r{uV4M?pgbch){@VtXwF^SJ21o)8%c}O(g*=r z>$5ODs;x-UNUYq@YfH2x>?Ajdyt=6Sxa}M!>9bdBzWPm}(MV!p)>LbhXIIPzVWY*} zKu`Jk1$f%(sJ7vs7&{1R_T=Hlya+%wjfud>()+91mmROa?M=$kXVE;oUUeHg@3zfH z=YEbYo?BCrFmYFi>?6Eg!hl8?79a7rW53JFYUU2vuOT&sPq(Z^QKVe2xf$T)@oRBv zF?VhiKXUWUlO7MP4^^dD3-DzC+yMxi6JZ(C<&~-!rC>596q6PDP%qoTrLh~fs&6Ov z(_QT=IWxBQU=9jA%t(+`FZQFjn`{JSZ69)zK+7J5yY?cpVT!@7UQfMUsbqCeuT*IF zhCCF@jlFL#j0eZ_@(~@oUzqza^d92jhsJQ+c%sT7X(gJX7vu3_Mju4-m5*nj0_bM( z8S71*7+KLYdMc;{0g*TnFC@1z@7X4R3~Z0$N^p9o@ty#8yevV9>78i)Ph6P|`l?=r z@SZ+qkx%|!_}CiQoV{D^4!EB@3uJYSF{f#5__R$yUY2g6L|xqD+X zU|HABNqf|PrO0Q3|4~efwV~bhuq=pI!pf`YhC>4Yd3Xm5NZ&&FZ={e%l1?KC*$#0s zXBRsb6aLYZ75VC^4aMBF_&)RXoOPL+0x~6eyqDFN-uV}p{3r5{{F)9t$j7-ARD7X9 zJGO*a0!nri_mCxY5czJp=T-x4wN^Jyj1Ul`UH%W?4= ziM=<|A$&NDAAPe?p;W{c{PS*a`)A04opese$z1eN48}7SooT+<`PS4QQVBbLrh%~s z3(`r72g3u_k-D?e<>(WJUEBq-K_cqOn1T?VtJInN43dj?%Vr?KN%sDcqrw4& z2(D|9$fou-Ey49Usg6bSid%j(`Dke3lBj(#109~!AI zar(G}js|ouo|dXcK=>f8ZkZBNr~tI@>yB_M-zhrcG?P4x1m_FeF_K0XH7(?Dk;5T@ z91HdI&X@z!G2)GC&v&G`4ThMHc|n|jdY!Zdw;O1lHdlwin$2kqy%}96$?7sq1*B@~ zje@DB=@)+i6KX6BMTKVyY#6vl1f!gX+mPndheuR4wz^j^DcI>Ayr39a%glkB9kH_*sdwOw7)I z4<68nK+_C};W!p7=h|0cOC^_K?}dq*yf(qJDlR?ti19+^oAMKHT~##8XNL_&QnPBV z#3lu0D@n1W7xObLd;>h@@aKqO!=ve20nL%#9h5NJvA>6_#7HZG;7)QOeC;B`sBf}f z#bkUPHG|lo{(M)A8y}qEJ?g@XV!rgRtdwh;1LA|?vyt1dH+V&4!)vKm?Ka}f7B$f3 zp~xu*12AHE0OK>2MB4NnE(ch?^x`-AnpaDHgrb&$D7M=*O}v}n_Iom-FwB0ao(50s zZ7GJhDLdtlAY;bz&VZ=Y?tC|-d%-wOX&z8u_lQeng`2Oysp@&@qTz`&0Ga@_yaTGW zi}V`vMuUcdvp)VTy|VH2!OrNF_Z*iU9R9}}doG-DiiI>su>lf3FiBXuG3#qC zMyh0*lztaOhazPyY_~o``HebKR}(l`EaZQBl7;+U&Z}5UC9frTLuN$V()?g~=9Y28 z5|3OFk~>OGIAYt8Vuv<dEHa#mjDdRS z<~9Ggc?SRy?$sr6#}W8H`LgbR@@32K3|TcTr$}qN^SxPT4T!tB`Pn%pb?ef?J0Em9 zRE&RPK6Mbroa4Lb@DsEI4+84<*o@g-rfe7c%<51y800AJbw zSQm80>c{XB_gfYW5HC2j$C`JNl_}aW#)FT=b(8ypr2{1;4?ZhC@c_IjMfxGv;hA06 zp~oNnLdtTz1aqzo>SF)Xo8T8pOqS^xS}V3JXb-3fh>*$$egA0n0dHZGJh7)xH%H2P z-Uf@23_l`a>=>m6#V|Bbmv;5q7#k&no%cRlQRbAp#pYYF%w=V3L#O?MrLa{+(dKQN zvv^3#Mu5{)Fuv3&9y!5tW4+E-KucXlH8L+&NsXZc<2XxYDTZd=;g8PtA9J1YC@s+a z6iWN6)>OUCo%OpkV$KKskN+seum}FqBe_9_*nCGsRy#-etB~-CpR>}^%b+!0mog*kIx{CdxYYK;I~6RPW*3|v zl#u<_)T8aWYoq0mnLiQ0F?=JFx~Z1hxg5&dXv{Rn`4qrWSJO_x-wO(&0llIX z^jVXQbbFmTL!{Qr^_(jP;I{_t^!7;och}*^Cv=3;2s>A7fK=%vhv6Ub@CP3P_`T?S z*cjFxPw-$~x#Eb(HIFQ&{-r&-t5MQa_mPpj87WQ4u@`9LAluEcgv-%VjW5HS6*Zt&{M@sy_=MP{cv67Aqg>7` zUbO7D=2n>@CCO|{hcT=L#!T2z66E%DzSN1yXUeS_3h&7xKB|?9tFlTU3m$AagaeNp z7RHzuQ4o*B#5L-bUiO>~^f73?_@LAmH4vjRZsVjUM*6_v0n}{k$EWF0u-ak@`q&bQM`29OGI*->W|mISnYSe3bbBLbM@)HHgsb* ztvB7lFu=(4KfSDkDY}%SfP8(6XiG~T zl5DY&G4?afdVQTw_PRRDWnro9NbtDc{x!t&r!QuJ?*>>=mzfR9bM zYq^#$U>wvR*>l$SV(}}ZL-(O9&WRaJ7wzAX!$_n zoQpB$`qk$`Se}vi+uQ4twlOK5v7NAUNAzv|lUpZYlCN`+EP7tIMdiwlH{tr+OOMbh z&1LLZyqv$U8;V=QXO^nUx?d~U&+gS(5#`#%VI}LyUsONgYq~kuSH)Zx0J!^Mvo32c zs%bH)XXR-wSOLagR}l37#d==Io;TAgn~XRAQ95&VIP%BC+Kod#=Yc;%egpR71?n;C z2Q-GjsTZfD258g9ZajF#BG`JU>zNRL>YHejJipTW&1Vc+-{wwk=gHDiDT@P{-oTsK zN{+M>IEMkdH_hb)0$%dw?+NK#6S6t|Uud8LxxmS^#jLNMRq7)T-~A`hWTEY<+|@+Z z;7*~(o&(6(@tRfS#yEp2@)7!JULja2x3%?^KSLxV)5*;d!4Oj`2axvht@>J_UWc2Z}Y^~j$9oWxohPq7H31VQg)zH{rsRsnUV4CEO?70Rg&HG+# zn?Yl~wpwj=sK+08PicmMa7E43sb&Ma;R~9^8CYAei-mCF%PK|npV*AddZf=r{cg|g ztP^UmD*D+{mZQ7=;W4Nkx1VYOmKEh25T2Gtns#J2!%>ox;2JNLIvm-z1WoC}%+vuv z%o&qFa$do`bmHK81c*>4XdM(0{ONJVc%vvmhtyVvEoH2#8-p`GB0V|tb73)tac#Gn z#)j633~-Q9s6B~P0UE;jV1?#)3I_&xNsYhcssFoy@&no=;oeVjjn-k5d(m`k7Dnj1 z0q7HF%WB_al4#3$&$z7CJ`_an$3*9Hia66Y)=&F=LFCTfoEpi0su!npie;VD3t%!= zJ~0M!ES-```4YkLx`9}QGt7_?HdhmZJpskYMMcedx2pw5E(GzmZ353QTe{zUaTNd= z^I%k#vsaih)EHJ8QTXx3lzESv%k%Q<&op{$eljSh-#Hdg#t zTEJkgT))%)L5M6A`6dw8Kil~JJ^=aSLc0Rv7Z<8|^dD8_(H8FY#iEH~%NrMF3%WQ6 z3P56V^YQEr$r7R@c~ac<4OQ#tfES;F$nOCiUmq;7A~{SIK&_s`jS;GuDU8Iwm|wfXKeKO)dKZMF$}%Ow^0Rzl@Rkf^)eB^I(4{KAqOrlk1!ufh+=Hmtrm;SWwKqJ-RfaHciIs^?-bJQil&hqEckf-;G!xP%YYygPr(G+ zbp=X_X0B|CI^e?m9CZFOJzr$Yo+EMfumAl#U>ZPg7tO}Tij+U`lcxIw0*mQnFJz9R zMrJ=V%+2ld%?*#SK_8~l#U{k?frOxoT2_Q2txC8oY?uY3OWft6#nYC{J>%++u(zmw zU#DWjvyFGC2rTN5gxXnpM<+EYo9r%I`rXry^)u5Q_2N(S{F+RWJM1B@jGRYuZV6hE;mzxB&Lb8Ju zaAdx}`XUx1i_b3Iul7g%zBUQjm+U_s^hh0>11_FMn6~1|8eL}^{P6QT!mw7EOiKou zm+<|MYgx#%0v*??hd=`4Q$LO5#={0HLo$OQL6?L=&Ch5gfzlA+e-KD5v8oUwb>RO2+Q}}no!)@$?qmN{Vn<_OrqJ#Tk z=nd}uf&ZH&O{sOXh38g;7C0Y?MYMCHEygSPO<+sEUau4$v_X#DLL)4?IU&Gs~ zalLo_b_HCxuM_Z#dqVjUZiZrEn@x8)3|ft}Rq>&p5rYz+u<6I$>EXQr)vz(qdzkRod*Qqcn6IOP zNZ8U@hR6M)K`~>b)Yfpaw)pz+S_8e@Vim+K?(sgrE(-u3XuI_=?o6-MY12 zR3jY;o^Fk`9Mx0Y@+mrp4K+@#ReLcf+kz;Hr8#Rq<&`+|o=we0X2#kLBG~o@;wVMyo z$l#wN4L$Gm6(TF^NOmkD=$+^;K18@{ave+jWcLP+jOu3Rwr@hDB&2=#|8W8c@}n~`g*_Y?zejHdj?ZaX1_&Hf_H9N zRFo&qMxYo5+2B;l(I)ON*}gEAZ;^x~qklZiVSU9l<7cmL0y&`veN?159~WnuU}QN3 z)s>NcE5GCvZT^js1KLlH-;`A(t^Li@yE8Tr>p~75j4oE~w!k)@@QdOxR%NFjQ%62h zc5{i<^+#{D1HJxg_K$crpfF-wu~3*N~+$KM<#L*4_PlRTnI{WqsY; z|L75x?)peixEzi0B%c>6fNuv}IH2h4&cYo4dUVQcfJJC(Yj6twb}MePWlCE#OL=4b zI~4Q7GH#jdDn=dU+RV>FH(CjLd*V^?A(QUIz#Z30o*WqsAK%yyC3AddE7U+_-wl-B zoqwX}G$@)K;z(KGT92X?-QZW&0bKR$?=0^?)*pNTJK30TD`B}t=)=JD$4+)(kXz}> zd;k_1e*BpIZ9;lR3HWW)S*toRT{+ZxI+@6YA<=2fKU(DU*GMU>3S~HEO)V~F*^v)3 z8Ro%np5?(wEtw;DJk(%cE%9DQ;Fni`a!{en7LOaQW!oC`7nCP&*c8;T!syFZ^PwJw z1f^_@fsGI7H*<$jgB0%d5@sqHg-KnpztSG+qmA#(7p*rdlr!fbtQjB>bep7pue2)^ zO7|>=$h;ire9Ro670GnMQQK5;{5lzkPNsauWuVqj?`x8i_wcHlpoFMIRic?M7-gQ{ z89J<->ED2vc%9X@ipdU~JwK&)6GJ;XX}F>(zG9NLUc~sC!&lm;Dsgy0QMa@6a0-l> zF6s}@hy#g!4lSy-x#nk`?f62e`S~%%b(I^Rk&A7`rbP?5O7DAOfP(d`N$o0;Mu&M^ z$NT9Mzp|w!SH6@rb;vKYUT3a3nVL>BHuU6Y)A%D z40JVIWzaq*Da=>Q=1OB{VMGVk_sOj9s*j-2g&X)Q>BxzrLt(xDw_$l&k~51>6g|d@Gw7e!`d< zveQ)+(6?LGxKV_sWcR(@lQcA}4POBW@5rjJruB+ZHRi7^skJoVT z7;m4O^0a20SdgSsX~6z@N83kCxr=t->_y+>aI{5Sa7Cc5>m!eIpeZRk!f!&t*!ptU z-aVVT&TBb`hJHa!oAZ~f>>7Cz_{>t~F{bQV`8{)fBM7M0e;j+EKZ6~Q9L$YDaFU(Q ziFNXrF9S|!VE4ymVbYRbPop{bPJ#?E0{)0*tR(zwSu6&=S z{h3YE*6I(OdVk4{20cs-pu93c&UPX!xooF={3F0q+WvmxzmR9qW1Q_9;Ny#YFtt(= z!Oq178tSNd3`M!L#%TX*rN?NhpP)YrKOEvWQtfJXCSByc9$)=L>uR)F7wi1a82zNM zQ`}NAyZX1ehi8CQCq}VCKoID|c8D|y6o_MF@(T5Au`~IE5feT-h)-M4ZA7g>8~+fX zerN@$z!YOH0i(QE#B3+R@UhBglg=s56Ld|pG?IvoVB9SGKcddEs||2n(@6;K6!+p< z+%1%%#ogVCyA+q=Ufhej7WdNPPH_no3GS}LK6CcWAIOKStgPp~uUn7`D*li>i$om6 z5l4fBFUVjfx=Sn|EO_q90GKrv>~RHUL&P#z7P8Up6+!2f59hsx+I&t(Rn+W{5`5rW z)2T_5j%y!O5<*K^$E7||6~Xl>ShaX{LXW8z2WeGl@cLMLSQl40$s_+BwPQ}lILr2Q z=A#ZSa`1RY;B!>XAEuz+!h#(NOIWvS&*X4~BVHL{gaa|F6Ia}p7qXF#2&D02^Ifsv zWgwW#9po*h_7A)J_rt^muz;o7j z&Ch(sTZ+=5Hr_>jy4_FlZ36ez(GklLt5pG~>04;mJObCg_N(?e@~vE=5d`%c=$Sld zykPCCuQ{EW(dR9hytTs)tw=ck^+e~`h7+#5_y8?e>V+R>+zbYwC|2U~f@&Tn>m&r4f58=@)}>)SFNsBUgPQ@LKP^odnb+jTzi~E+|m>BYZw8>hCf&iImC2+P_nEZ$59heRBef zRSoPQWWl|8nBudcx3LE#h>dI(R*DM+0+RBjkBT*YOK|<1q6w`Qlv`()l22E*V@UHu z3eWXJ4#`}Qc3kzFlV)k!^W0}L2ex`ys8+2Rxxv;dKLsT$tYgavnO=`w+?lz#zNE?c zwHpV?*?#FaZCC2c3%;_{TNjvdm5?CDrXKCmJGYZ%vmOuEL)#lsQC#T4%gp>P-eHZQ zmD~>8I_g{7INsy8fpKj8gJ6sh0fXC%OJ^#VKDhypy?_uOotP0a<#L@1Nn~0xCj2 zp;<4&@C8*Yk5<7v*Rz!vY><~+a%Q&?yZ|o|BTSQH1h<*{tKW%qc9d~)j6LKUZ#`cY zT&PNH<61DH%jhp@%-odp3$M$pk)|!@@#pU%CX&Y5_h!lzB+v2x$V=;fHgugoxY}*W zosVn?OJHwx(z_j%_6)bet|j^rcGCq!uLNrB@9myM6+AvwtLT;%`2UaT^FNRI+2wG^ z>wi*^Enh%C;22ywt5%l`n+D(!kBTK8&n{iY7a$$t{i38y47HanL$k+ID;)mN6buKd zB2@!he(&@&^v1*JW|GbN_8Nu+iD}Pw2k7MP&A1wEsev9Ml^C6I4S;L*^wSL$T;~Tx z$|-PU4(P8}tqh=+Q?3e=aim7Rm#g+&E)PJd@vCKitw!M4jmTq%?HQSSLJf<;RRH3d zY2g95=4LDz^cDWYDI(jUb194Dv!Vq~W9^|RyoUzGO{X{z=m${HyHQt-kHE+Dvg(n0 zW~H=B=QIIQ9umB)^ayqbSayv*8$8-<{PM!I{gT?Hq!+CdsRyl~(4bHYsJ(ZX5|V3b zizO`t^wF9{!h_%m-hS1nLM+2&NR&w3#9W)#p8XfyrX8hb7rouF@#Osqrr)0Bs$9^d z7i_Yrx!{ABDkspyoQ|E$cYg$yJ)l)}Ggk*4(|*Q|nAjkx8dVtG7!$5*Fuj1v>kgak*sS`bN3Dm?c=n=m6$aoQvn?vFKTh^|7^ zJk#mSm2dPbC2_tM(m7Q!Qfw2e12C`}6FvV~$k6{_Wzg=B?N8?j0{*n|zy<9*joZ>z z&zo?Hqrl<%>0OU58*KHK?xy@m`9>sxPs0LIM%;j2tRwah>x(yD@(#lsdFA8~NIUef zf}d2D(s2u2w^ruBCU&|5zIA}jV2dZ@&OkTC5hAu??wfEZ>)5b=*3{t%wzGupof^%5 z!+E@cexaC7S7D4KDCL{r5wME{-=uc`MI_Bl88QT#5jBZrMycrhR-;$?Rw29X{ML2@C|Na!{T}s$KzQo-uJbX}a z4qLB$X!A!%?PD(rB>VmTmkqjiABk7aj#;#T?pZNSaL*r8ZiEXBTO$Je{8t-CY4DTb z*<%4uga;I*#TOiq6+5VjH+E!aDUYFrp*}3NxzF zyw+hkSW62NGvc-9ptW!H8ojRoTo7FEH!YR#6NK0Pi;fd4&Sc_7V2%W3$CZ$eR95Rn zvex%ZzF);r3Pm3R?AUxze1z%De7+ZVfE>!u6=T<>BzB% zV>ls*F~xmj6`bWtmu?}kFaUwr{LUxbY7=udyGV9f7}ahH=16F17ap{T;XIum|NU5? zq|~65wwKD~&|n!5D5>YFOBZF{o(7PxIN3QZI?zs?UP_zv!40IL;$U6=ewLWyqY)p^ zP-iIOJR7X4BLj+ZpPzG|doL(#kfvd9wT1L_o?`sNXW7{BXPbK0)*}K}q3|K7pJ}VK zff0oH-sPP}S4$;QA?BViqbzq(V zXBhE$XQNTL&e8&7rDxojQ;);S2r|2b6TtsXL5}rpKI#a$meY8A+9vHj5kci9NTaXT zy!NA_h|kFI`#wJf(#g9WYR{0I*d}FAnF5nPH3G2b1bwlP*apyQdqW2zZEVC&Z;7xn zF)J2CsTxi;(TY$8(nUHGTaHFe?8!)gtG1?;OrNQtEv0j;_Dr$S0Z|wQcJ8C1JSp=D3c9DeOuYy{E-N&B12I)qOesCUL;cPJaMcU~^+ zlR@^`MFxi#N9Kt`gE2ToNbHK@!+U-P5W6Q;x{!P_oAn^t&w%LObVf;^G!^rFp67q- zcw>t*`pVgqDn^@~L1)(gYO1J~O6MPA=eLgXKd3dXo^g4gULB=?-$}PCYWu(V-|J7B z1*P2bYNE(H}n25tXk?0j-)C)1+52xRS zaOhe=pbo7Za#PMJUA9h>pNn`C{5DPa6KRE9x}^+UdwM(z*j(0&$U5wT@YtBBv4*Z6 zmFH>iyrsq)ctzSQBcBk!4tx=QK0TPu)7S^z|MdbybqukyCS88KZ(L`@JwW*ORiH+A zO(e{Wom{Wsws|%DD%%wyj;py<)>TSL;GmHxf7=tb{^qZB^M#@=*mQht!z+IGZiZ(N zUGcLGGCBI*V%(%VsrVp4&Gf2k<A!Y`r3SfomNSenSt3Oqkac(of0JcEw zfd=K?T;P32R)YYwuDY;C0TDx=-OI;`!z#YjIL;GDRh&4vH12r~KhjXT_U}bW0$jKS z>Xg61nvvN`F23y!qnTR>15!(Jc0`QPN~1TLD-1sF6DN<}pyn$Bm8KEIwPtQjxVSUa zTR)h7z%a2wqGlTPP~$S$o+owE*o>bHVcI*V!V+$TI?)b~jU!DcjG)LA;Qn%q!?8?>-WR9)g9{=A)C>S>46eq+fmJ17{jS;a z>H4Ce{SEiCF%g&KPKnv4lyq{enj#!|%|qrG5YMFl!>H5U5KhF#YLzS9!Xv&J1O8|e zoEKi8Wk$-=>qr!oir0ktxls$-w%fVQ%HFiDF3K^u$BZ=7hDibbC%+7gbw#wo3i0A+29H>K|Dz!CvSP{`-Y9!(M}jO`E-ft`q+W#OmvU)nI1D2o zWPdLb=)PYXZKxvb%|6gu_J*1T9=IAx=bz@{l}dbE<~3`?8n@Bapzz~%jyxs@TjQTQ zQ0eQIk2lzY-#?1N2OqA;VdZxR9nD@0a~Ws|TARCq^uU`+P=-EW&Zw781$Dh?gW%T(;Iq)cLv z%Fomh?F|E)m!)utp&O)r6#q`(Wh$gLr#A0J!tesYASImnieW;TsS_Aqq;NFBc}Oq~ z$(N?;JT}5zpuTWI<-E!7(2gzs28W7+J65I5-;$suW@gJNUeQ2gLd<^w&m7L=D)?J( z;LTGcD03?@ut{>I!-pH`z(mJ&aR&eC?ZwakX-axo{Pp~-=3XSwjDOoEzv>5#Dv~CH z&{T4yS+-C{A{&Ggba&3}OBUq1%kM1;-J@{?aa_B=-L{{fiqTDETpu+GBUbOR4tg%z z@QI7CIE{sRo)kZHw?!DGHBnN{{4xv;5vNKShc|6eL!YB1XIzdP(^l!St&ZMCZ_)i5 z1S3wF&TXy)r3wjw0S*)z^FS>26oPS1yr770CWhvH$8Pu=jTIPQgS5g%DztY0v75)P zkEoBK&0KEhcF`d0KOC6VO-}zqXeQvw-@@4$u5XbT9(yySEz#!ZR_~6b^(}@r0#+@fLG8o&L z0aD3p9U~dI9Eumr)!JksTW7kA4DZTFhw?rH+-mjtfXOmS&W$pv$bY(fqzAD&VT#{i z#F4#CphK6{leT%);}2Y6Rn~ej-np{rMg)-oNv$WW!ed^nPK$t= z*WB)x0DD((x71*7+-lw~X@)o-8lsuSZJGSlV11ObOo30b-h@M&uj0+tp2$hJyMv78 zwr-XhvTWE^0z^sY^q#yAhX==Ym~89tOqj$uTVKyR!)&+n<($i`1-53}&)$BT(A4Fy zWEMTdp4zhUbRm)EIlBCMv~aT{CoijHpaWc?9)b1=Ah*S#m#SUntuf1zGZ;?wl;b2Vor!Vct)2wSZ7{aBn8DHs-3c(j(OIsCa>+=#m-acxS>ntJ8&btm zfAQZF_wxTg$*Eq!X2i-oUG8WiJ*WVs>_7}Ji4&01B z#edn9p_h|Xa^_0>3Fah|?^?}_!KI>W6 z-qLfTZEPl#$?8~YFITwC%$Y^np|;mW&hrC-bou{hIay&c=(QK7Fl)GU$!( zkjNt9GIXt6F~f}4X3Byh{VpCa5rkGhVN>;&Ryb}5y% zt8?cLo{dy3mzQ#CvYcfgVjCFjE(7w+$4Bb&dQ(*$4wh2cnErv3tD8>$*~}jJCV&>t zEQVU+1MV|aN-)JRhLUls-@%eO?Dfngy_Vl&h43=F*dyNs?O3H*O+gcRrTQTGaJ*zl zV|5!F-I^Ikl>CxKTHDyS2%}#==&VSf_VVJ}X9YeAs03LCp|cS|eCcT8%d3-e7Ye*- zFSL;oq8m&O#IVsmF?=Ps`l!Py=@h*xG%rr6ivP?AV@l8kUPk9D&pE_Qm@-BxFN5HZ z5gTb*dMx)ChVpQRQIKY%|EVAITV9ciuYlmftSkji(Ne_P){+>^z;+Te)#NMHR_M4u zTCPT%P-0)`SHpbHpd{sKp7x*#sfMX+lpD#~5VUqzwr@`b4kPN{Z}u2HF=>|ec2EPH z)dEFfA0IN2(XW@0@*e~Zp9q=J%-T3_dS67S7VSy{L=v7`)|`MeCOa_oi@u8xZ9QJ~ zrr5${u4HWdgpp6lIVky@W)`p9gYu6Yd7h`ew`7a;&b3wcxjYkDpQb3oXv_HE2>fuN z_Jvn93-ZAwKNgArJ#m^}6m_hS`{)GL+-?*pzxm2u2qyxa7qs$^F659Sfc&913c=#(7nEJ|~^U6(|@ zZo|=3x%+~0no=9ydf)jiwC=M*h|YWR?!y$A8ZOrUDxEY)7>NGHz}Xk#IZmw8Bvw`M z#Adw+p_(BTLmk@*pJ36uK2#)U-Tm_cFGCH?m_IS(C-XUreFv3mw6ifm@}ux`F$A)m zj*xl1I@$!~O&swm$t)Zuk5C_vO4(@h$sN6!m^8Zjj{bZyaNA|M@wl`Ti`JWtWrpV4 zUwAnihVZ~r&M{2*%X#8#;l8k|2_5S5b2U0d>hHcS_xUF#M;}CA{$1-~M=iTg{tUGO z@}c8pjdH1MwvX@keV5pp#=CTV{)pDtCf=^vQr}EG&n#OVc}b79d41NAlUyz?4Y$aA`X=nZirO9hskVG!PaKbe=d z^1K+b-iw(5UZUbl=KveVpQyc8ph6Y*;;6Upk4gQ8bKO#)GPdmHpkeC#(pGg@;7w4! z;mFwDJKdh;%k4t9v5ECB_b=9t+r9rAWT$s{8xHy(P*c*y-);v3?twN98H1|;KvQ`f) z=>DA-exiYRks9y9Fsl(BmRi)1_82dk9MWsR&0i20#VHLf#xvfKW*-Am!kMG|Jz#IX z=YtEFj zMI=$q`Xw%Dm=UvJPfehFwBki!fzJ!zRHF*k5ufhcM@f!bsMk`)8+>NQGC{Ef9AXIP z#XV}?So<%v1cS#SG(@h3HZ&}aw+xc^0Z95oFD`0b+Wot4U-86@i(PV1$qU(2mox%W zcS^a@(LFho?sQQFPT)~7$Q0hbzJSYn8nE4k-k;S8yz0_F7o(agin{ zHI07`6@PHzNQifB@w}C!imliJaOgQuu+F?JMT$g_K}Tp<9MqE%Q4ExjU(YNLFUyGJ z)SMDUNWj{g9sv84e_+tj);E+hL>oosm4B-tVa3PYWRe%O!QN1NTQaXuG@%D-%P~2F5 z$TiOUj)(oNclXX=i8(*;IYOTv72#6rU;aS#&2+z%b?yk?cQ!RYq~Sq6hSqq|YHzrF z8|O<{&`A%vIuRL=3xU*qaVf2{?yU%_<<685XLB)2ApXLWj_2~i5A99(@zZoxD5czE?Tj9Be!WLOr6G({k z*5&DbOc%DIr>LuQFT_H-w{!dVrIciM{3pVI^@X?vj>HR=O+3EW^47U%_56qD^lw3j zCWO3a`P*(GDb)wSp$R9$#3`HvH~ZkZdL5fk(a2buzpE3ReBrSRB^uqRkaGa@#wRl7 zS6$xyN7*{)*ViZrwy!X$Sy9C|yAotlUiP<8)@C>b%g4hE=jxs>xj8TLxH8mwT7y5q zy9oha!y8h0Z0qI2H#gl$uSg4`iEIaB2?}l7hL2Q@y)UtiCQH+0&j3m!V)O!ndZow2 zhQO{@I>`Oc^V%h-0KKlMXwRANZfMGbT+KI4_YmqxGez3;E{>-#BxPnY?q(EznslsJf2}?R8p7@rH{6Y$M)kJ6=_jrSp`}#l$jB!w3Ot6s zn)!3LE>(qgu2``7$52#eRg{$A!KXVTv%5HS?HPC%}sDhu;%^M7(?fUBOf^HZX6j=ygWb)|RJ>C%wh z1)~u0w%qF({8bD8N!ynG=vqLNVg9i&z4*&21!s}ccL`Ulmn)H%Q|JZ#WE%s?_RmKh zjC#JPyYrnqEAIT;_?8QLs8im7j=iMa>?gg(!xZjBG6CtxddpmpSa_ znA+5Drk?K&LHz6QLG}S7*PWc^93>2)-GeD%rW3~FW-PXY#+9(=xTALn`S-z}%S)TK z(yz-h_B1CbiA#tf0f;3VATYZERz5)&K2^!!KrvMZY$eQel~~cS)3Vd{_|FsK-?6jU zdK)GqlY!|61u+uZyH%sSCyO_5NO{rBFdFWvwO8;3R5St}&_0YMs@jYq(vg~|gd6l4 zC%;eG7OpB*P;;4<8(|rIUx$D8oU;VeCwe5@T@$-4zdVvz! zDQJLp(T>^HL6UJ~I73h{x;0!~;NY)iWQM2ngw;>}{u9OuVhAMx;NQ3qp6H|)1s|#2 zj|&Z?lPF~cuLzz+8SKBGS7h@!k4$q6sW*+=f%=YROAuIJE^85SWTl|tgFRRT(4ZSuS4)z;gA^*A5k zBrBviCI6>VO-fJR7}gw7pX^1M;KtV$;BTq9s@Q|iC#NQCKHA_Y?W+&tYwVVB*JNRX z>8)WVV@I=1D<|O-cqPssV~a((s%V{fCM^S*h=L@Oa%8x_u<7paf#Y3{ElW(#fH9&e zx|FiP3-1#R0*lH^zV@z}%>Oq1K|bJ`kep%&BLZ;umd@}ZBsav{WsUgY$qF37?_rmh zs++PH9<6t9AM@!l>}j2nL+cR5FXwwNhjTV6NS$yKt~2sG zS3PYVA!T%+~A)Kx4US(@0;lk6ftJz@3eJ7L9DL1iJ$%o#EsJo z6WL2_tDSt?^u*Z(HL=+{Mmod*30UOxxZ)aQti1D)l2J@6;BBguA9E)5+Vh@}EOZ?m z9}ChY0X!7Y!)%t|5MPzQt_$s-a=A2`r4MOa2}&KaE-n8U#}rHw_Y#E^RNudUgmQ=` zE9u)XH!N6-sXHe`2ue;5Y+q|FIdo=MyAgy%-0{`kk}b1I{=PFgW%mF5EH2tlVvoAC zZWH%E4Qi#&u>XIv4ZokrhrXxq0($|-7483?=HWQeV{HO>5y+`s)Ajp^7}SKjhCd4& z(d`RZD5heOG#9(pvPi-m`W6tK3QpxT&1rnr>-#3ency1h&$g8zep(^1d|U|BDH&v_ zdk6GA&1m{H2`5xlgU$Zbj=zfg`(SxA%<@7SV2j>LW#l-OJGx<{6Cem$9A#&WtfADC zP0r**uG;1g=}Yy|NhC{-q(<&T%k-#*U|N#A%f|^UYu7g`i7D@m{BZ;Z5`y1zp{^h~ zg-ux9T{GLtJIeJE#T_xuk2DZ5hO~$j50`8mE{xs&qjI_mxRYj(WF_SzkP$y9Q-XeJxv@T>AV?>jD93sR!F}iM0w+AE)^E{sF@XhVbMKHKN|{Y+E7)@H?RQt7-E3VU;P)M!TmXWw z7EW``5@k2XUM9{KaL)C^zT#&R5viham_JO>RO#wr5eROirci782_3A9ILkLKxViuS z*JAY@LWtMFsm}D^&(946KnW*5QA;aN|Juv0OX!3U7h=n(jsP%*jTaV1| zJnZV+AMz)Xy&J?Ja{6#gFlLpGKtQ5kV6pF zi1HmvWR@ql@sV*VqhRAXjw}e&j~>6Do=Med6IYuS^$wB(IKhlQ;2P!29X)fG<=pd< z0?+3n-q{iMkH!y`D?#Z&(9!d^41#RA$5M*`CG^YwJ0rK ziaR~l&kTj*Wvg1>ZXcZmRq2&^&w`WCbb73M=MCGE=KfpPzi)K#-)G2gmBH+NwNv}M z%r`msu3I`$ilWg{KX^;%@ej3Zk*m3aZGPV$)ivY_W)9a*IRtG=j9(u^r;Q>*5(+PM z6yv&r!~$UPqv-V*J$bdfh*67Q;~I66jl}4SS6FZVHZ@3pG^@I%hR^g4ELpb_>8g0R zjRmKol>Hj=+a+SkFlAYw&ZDxpDrV=BUe;go43e}I<`TJ77qGgyYyhKQ`IMLL_y_1AZyA za#53M005~;YwExZQsl-GP;zdTPJHaUQ|H}!g^ywSu5hD6U;Y-ZRY5_b8aihI-;Y># z(`I$D;LBV3et*O> z=)&)QP&{^3i+~{~ApBH^pRvCoU@CaF+oQ6@Wa)epiARYK7%N=-2YMpcx+;$hHv;lSBc3sXII3vs zD@EO8O*|0JGTiHt&=_SRrrvinuAX!Rc{Wzf-mZFUuWk~WZ8`%lM`o?d@ks;AFkD?d zq+$-TY}Wz3%UhDE_s+Dv1k#oTv1oNbqED@k{g=1DbTfh~`Wt?T{~O!2Vf;HLY$K~E z8_@GvE%mPlb4C+dvn8w3c$V1P4u?{p`w&o{5T4(693ZukmBBV5g&k2Q(bPcBOcG2a z=-u-+cB!o6w;`A&2vI!5*o8xG#{3+p))!TW(85FlVm+Y%5C`ZmNF;4kDag5W>C z%KS-&Nx&l?NkLInfifgemc1V2xx7m+^ET!V2W&y3JSCg!ISGN3ntO#nh1S0vF18V@ z`6L^tS1VimLUTj7LJmH7m5k6~=Ip@DnbXtx)5tXzM$}Edd|L&n)ljYKJuB;Ne6VUW z36Qq1HB#FKbq=*77Hh5rmCm0CH93zRZjd+6VpNFIkm|&}XLxTLhNo&vscqaf(e!;% zqPU2QQY8=h3D6+^ErP#DEqBCNB<|3(vDT2dA zJ7cL|)99clbmyN$D{e49)h-qiM>M%}s>Xy2kXwZv zU~nPnR3`BEqIWB*kVOS9e1s6bNIAhG@^4hkk+6{pS@gO_YWvqZ7R`jKLy}F@O_EKL zeo_+Z$Zr^ED+$Tt;HarAIX;!ZV^} z^Skg(^@Z5B2Q5rpThp7e9X%rGi>muC0XHaJ5D`clM@o0nwV757s#6m=2yyEikdCIi zwSpfChw3sLy-!YOc%%4`5};R`)&QuD5|HzJ8(Eo%!N(9Bw%-=EyCYyo)sPQ!BJIu$ zDheHPKen6`vtf$n^+w=aMq~U1v_}p6Y4(F+`jYn9c*!dT#YWj+(pstsJttQF0IWJF zL$zGjUHR|p!@ax11@hCK$ij#aE#`k&dXLc~;D1@Vy|*z(S?1WL)=%1a$^8_?C!~^d zERsQSb?Ee$7Op>!j%iJ}$8lWgv!yM=aJdj_vOsq)JVX}IpY}LPFF0G_n@vG4B)AZ`sDiICHHZAk7WVE6KnX@i54RzbpJZV@Vq8;a z;oE_+h^7dzgF28K#99!u{h2RNLX7ZtJe^IMLw>L~9BUr}z_sYA z4aB55xzq<00NtVsJI+%ynOo+$R}UIn;syscnZiz0k+nL8b6KW& zNik=B#^A10x}LnxmP|M|5lhI~p077v%_oH#Y?^zi557b7v3ll?nE zMQYhvQwG>3l0RtwiH8409{EF64pG$z0tGkCh&ePdgEr$h7nk-nkQu4hmbmefi$sJe z9f=gMu6QP)=EUBp9=J#3<&}oNhsFgjyK7wx53&79ZEE}&YF1PL-&nvZc&3&Q5>lL6 zBP^45N+c;t_;JLS$bvh@I`b}*v?NgR-H+trOWnLVfH2{nDsmL1cx7KAx3aUmehSZf z+~_e%5s-$j)Lbd==$O*+j|ob@xm1+`30Hx-HMj6Vn0vS!5AA8DJ?&_Bo0{h z&z7Nav-e-~M9$F*8gAkgj$NSq-|Ts9L_;}Eu#3Y977z#@1Jv}%y>Wrd^8-yU5TF+nv7e5^19iTy%Z; zSC|W%3z#J!4d!LCZR_UYWG3r9w;S1ZPxrQ%9z9L$$#!j<)4n?SLIJw`=hm?0INjZ| z8*S5H>K2ff*xS^I`ABK19UvXI;KSX>Fjt`eN>ikk_DVCtn!*GK3{tIhVfuHKP8*ru zEB3%86+rJN%gjTb^T&Q$H+9?Ry7YosOjDH;VP~&w zL@4bwXN4r*qWj{=Q=8)N>!3`%Jv*Ia1MH_k4g&7*rz?Vc!!8dQ<&X(8(4s5Nw%Fl4 zw7+tg&a`embfN|FT7yfM@LYd0a4Iyo;S8+nYgDuECA~f2TCy=>2|TtY)5C z@I0PWDeC#)cr8l(5?Tz(ZF)t>mlLz@bRReryuK(`ru;hbGKMQXwLm84U=6B4ltZRD zExts2=F6YZfK;Y95qbwCzg8858k%L~2@MNxxSnj$a18dkE9fu4zoU-f^CBv|XmtP4 zy*^qS-}dld!p(mS_kV{bSAHJH?MTys4dEupq*N$3kP>o@Jp{(k#`0-50~$X5;l>|& z{^f#EX@vz4Vby5|;`->e{Ji`EH-?~oCS-Aa!oE5Lw`o6=`E3a9`p?GqV9`HMHC2HV z4KpHf+p&VHOxi|$!H|Z21)?KxBA$#7wKNp&?oolLS2}o)xCMlE-KpYC1i0s<;@wl$ z+@wN~fR|(3fFtcQHoO66Pj)93H9x3r39?o8>W{DNy;{(HILwx&;4BnP>)l>PJoAPN zcumW>ZtZEP*>Tqq3%{Oi_dMg^%8ehRyfMJ@nhl5(IC;7<&1YGyUl_RD#|x~mdz=%` zGpXeP#s-}_k9FK4qjLkSjHgbJeDCVxvfm1Uxyi}Sh9ta4mLDcIHnP7+fZOHpv(#`X zk!d=9*NHF{>TQ(&cs1Z`f+uo6yRAA#%s0PfCbTg4ex+_Y)gc(jQPcp5{58!v0t~VQ zQC~b$@UNqyi1I>ec#4Qu>k#NKE(i5}zn3g$-X2u#gDt+2TA01lHV(umt~Fj0gL~ph zSHBK~d&|-jrC8DLK6?<_e%<{>R<#79KN~^IiP~;fkpHN-!WNqotfbSS3I;MmBqkGd zK0SSa+P3w_hchkN1KM4dLop~nzo-MNX33ir@HetPCE0F#lQ~P;gl8|acZX#|?Tyxd zbb-fWAUQXYSjNW3A={-K#wqU$ZO5o1d=0s3r?zftX$Ft41x6eo-Rg1&m0!jka2gvF zzc75%_5X$>d_r{BWs3 zZg|Rqb>DEuXCEd0lE&NKKM)q&dmnOE`^Ay-N8HWjoFe-k%%@arI_UnAO6?KR{@2Y7 zoNc#;mh&s~hJYM$MWB`r=vbE7sWx^e&Nc=-MHFIqg7k2sZsxb^Hlz!@pZ=WU~Gp&wY=QUGO%c_g@b2}rECUXKW#G}u{wHd&JkT* zhafZ}=Vk`es~%G8FTZwD*Ty7GW0Yxt_Ow@8fjlZMkM)y}JduZZ!@)^xcno-J;Ge9n z>=HMmdF@kHqyQ|orXW%Oz)1D`{GQ3xY@b9fmOc`Iezw&~zTDic_T5OPvvV@o>w1eh z1b6K;pH0mQ2X#^S$^5=tIAk~#5tb6M1o^J;b21`9M=jQ)D0%iSy__(J+|>xFf)*V4 zN6@#@H-q!{q^n9DrlK-)V1=u`Xgy#36Akz11moi(#2w>sa*rtdeQ^=FUIt^c>b zW$OOp@mA9voqD4jHmZB1)A`hSMqts#GL}~#ce4HAE#}#v+9;yib@4Q1<7gZJLEc_*(`SWyKoxNdBjm#+josHtNnC{k@QME zd*ygtKR?gD6l~aEa$C8WxtaMc-rEG%wx<0(ETr3WRfgl&!)^5Ch1k;mYvM6k-u{13 zvgomx&i}jG#{27U2hxBhL}lm*9vN0?abI(il-C;%^mF@`H{Kh~I?6S*bRhEE&TVP@6X+NmPa>Fr=-U}x= zHwHY8s7o%|*e8fZyJR<<6uSv#k?N|15U0G25ttmmMX!Cb*Qq(VOv6py?`(8SCE@J? zUiL93AHIS1N$;gUk&SST)`!S~)@hkrwP95tdSVKXFY`yElNw#77JHc>w+fCdo#8C^ z@&E)A)%9doV}!%to!I7ETt(Tvno}h33H{mR>+Qe-+lJ#S{M{C6U@YhdQ~o9^SKhVA zyRHnbhc2X4%dp;F_{o^5h?>*=z;9-?y|<^akC90ht8jNAw^)%I-i4U4*`hifOL4@J zuaB^?S2r{BKXh0v7-!O0;Tdyy+B5(=u-xm-&RsX_;X&qmkDqQ;M7E#w8V|kKV9iOU zhRI`KVs@6ZhFyXXDMTdtUxNh?;`6y=gjEuH>e!0b*nBnEIb>kpisv9GL~mp!$?$^ zNQWZk#PAK$@ z;u+CD9hCteA|-DpCOYZP(wC+6&P`Q+n6#OQq4#_UVD3;|;*a6SI3dCan(al~h^Hoz z^82x$k9Okf$XDpr016uN{+*I*i>*+jmak;qYtqN@#U0NAzml%<r-9_bXF1`#KsldyFr+LbtFL5pA)V+asX!hLv(Y%xU3$?`i2IZ)jswCcdYb2T zaSwOSD~hH6C?F2+D?lzBNmCm18Uskw;M^rQT9*wF%^m3 zIw60lX+7X{_BB18m@ht7qSt<|d9Fp_)&`)RYFrc+ zyvkL2EUtw-B)f~(#Wfu(-e-AW5r~a$*kk4Usx8%=Get+4=yxW8!o#S~DGW1KsyAPo zh4uEbafeP*{YZbBRBELBMY!$lf`cY+A{qv*9y44>FN-X}Cr|!F9>7nq0VfOOVlpx~ z=jkNdDM_Yinos$&ezdSyMX3t-j-NZLrqf}?D+tNYIQ4(8JCb8o&sR5J#&zWa$BUe- z26n{V)E|)-gdQASe(Z$MWS})j&={eo2sS*#*p0TMXIbeCN>$AoDb8iSOHY1sNs>f| z_EbldghVNo#b{OHPzTNl&)hqls_>+Z-b}^k+<){lTJE;JGSpH%@s);?F?2f#u-{Ub ztB@(<@xw$suXUKdl%Bar!Lthtx8B}|L)u%%@D+o*?K(Sjc{*lp{EDu*(>PXCIeTDL ztcV?|qR=(%r{^CnWJ>ErzP>|>M$_*MCCOe%hjY#L9v!rm3Wg?`K?nJBb4(<5M9R{! zd^L|9hwk}#qJT2kGCR@BAEoZ2PG?-m(=w`!9@u?rgCeVt#k@snd&-}lAj@wPJE@Po zCGW{r3E~tt0@BMJU>TirfZ*rs#$uR0EfwT)=HQ6(;hWEQZJQ6a{**>{nfuXk90xih z8q+Woap@(TYU@VL-zoy79EMht|4(ZC`M*-*=`5)A_Lmuka6z9WpQY1mHI$c~wQZ=e zp({<6ftE>?} z_4@s(`Is14>uF-390Rk+>!UHH@zrz?BDXF0gO^tnocxydsCi0W>BUw)=dW1y>~hVw~!Mw=KeZsCG?8Jpj$(| zyL_WO0Y)89jLE=a6M=RM-{==#=)|qwK5g{OlcKc>&NfT6Ud}3?Z5Lw~TSaJ?N_F%5&H&4*;V*TCba@p_*aN&vF)yDA8?Th*HCEo35Vc#?+D-oghQ6=EJL`%g0g zsqf2hOja+N;evH(eEu0DU)BzTDxSoW8iECA^P3FyneK?-1yS(#U&wo}nQ>w)$G>(3 z>p0j4WHQD$&In}}`MLCj02ARtVQok>gL$}4-*)f|efFnk2IbtefXAs~R*V>j`Nuxv zOn-$KsCjQumW^#yWt*%wC8iF|h$L2j#TGV-{L=JHDScA}-xV|Zbkz`4V2#&Tf{O7>@Rz-ktxVS4#S zb$}t^+5J>~D?usybQX*YwohA$#+m0wdYfED+mG(0r}`kQl^3kY=oWKzod@m?VyT5& zHU;KixS}aEtK6)o_b$i}db9T5h+qGpVIP}zcb+W?0;5fGs14_3jG>krCUZaeUi$&e zS$B@Lg%)a$ikuzsbxPIEA%R)V_EU;44|3l!VB;Mr)gwuA2i%D!=(73D`QH~hWKPn3 zk#Z0XlP6#P(dC&^vRjTu@rl1z8qgcz_kAv&JQvhtVpk2Lbh4%*cGHRfKRlfUQ=8$| zc9Y<4h2rk+E}^))7A>wti%XzIio3hJ6?bTHcZcG|g1daY=bLl>L1ymEGh42`)?gC4 zQTf_0F-l|UJH(Zs`d(tFUH-Ei-Lm@c(B6g`sJ|G7s$zx1!eakB;yBQK_}}DkNfJh~ z)lJ7hCf)AB>rvT?X8d(WGZg*|)9dxkFG4j)+krD_JCBVlc!b4)4VP``1&_zlGlwDR zHW`E3CFgby!0FSY|CefSM&w0s*U0JgM+=_`#**R-ZE*d_DfwUL?w|?5_9G31!;0@i zx^eZV#{=I}1jmWJRF*GkhX_nyOsN6$q$}?K+#Pvfs(Z(GQY*kF9Ma@Drn#pBJTS&F zS(0pzzY3hToBBsrdy5|?`Sd;;=*Rd*n6 zpb~yl8u@l40*ifas7N00`pQ5~#Vg!_j))w~v??K9H=>!CXmRbQ`L;%Ke}H@VQ$4^T z0!-p)T;CN3**MrFpm!fdrS8(PL?C#6KPf8XbC2B*V6(KqAoVvzmBsNz<-SjQnTKIQ z5+#W<+TDh?ldq}#`r63}{s{CPhn1n8WG(iy2njd%i{^P;n>}-Le3P(mt?P_Xj zqhq8Y`!5s0;mtEr{pkIo`L^Gl%^hD|G1PMg2JN|X!0%@r;Zb!5e2kM8A9}6@e0PGg zyXq>jul+!|f4I^gU2V!jZkL)LMrQ*F3XLra;5?RKviuIxVbMplQvpr4NQtY*K|fK%!Ns3MmmYh3O@0!eTs zm4C}SQHGs8#zie!0fR<=VUMUFxm-i#fpxvQeEh-n;^=*HK^(9H@XED{kPCxSZAbw} z{Bter(6JHwN^Vr8MfJ-$BIRXon4Nh5obG6*xcP6U2blUSflZ6W?A6*zT<{0gStC?< zd*kEM0(rR(1&#fgV4ufRv~$2AX6J1jKj$puW4QG^E#I~72pz{Shti9_iWthRIe?C1mPM2Gc2hXyUP9rIE$FZ9 zs5FbgzS=MA)X#=gcP?=RLO5f`M%T`WLt4qKk1y+JcjY=?bFg7IzUuAX zSu@5tDfM>*9$$j)Twe5Vnz3>fX^JQIHH3OK5T~%y{_0}ui@91BSIdv%x4B`PBOHoF zglZ~dV zG5_(t0m7eb?e{)`Q9aQ1b4HO}F{H}Zm1T6qZxXuI59`GC6uFh!A)ZfEe_K(+&Kc?( zMwl717JD7boVfdNQH+a9_zV?Mvxu*i9`3)gld3+vS=>uBsz2K-{AVK_^{L|oD>;BU zUc09@cKP1YFXRF+3Qrqeh*&5=Blwsth)}|)eEw|O$Xb}6=&zLc^Sgw<0?v;c^rHoh z8#$jiU*yoggfQwdo@t(k&}C=CA?>4wB?cLK=%Cnt`ug|Qo~+CdaQ%NDKA(zYmp~$) z=tOY+EQZLd7CKX~*jFj_G_Z7KRjPTwx@L?=aBP)|mzU_Z z{q#3R7by|7$31V_7%v+Nr4j%HB> z%6*DD7wqOQDSM`?XpJMtmj1LU5CXqt`H-ZRoBB8Na%E?J0t>Iy=#~wA*r;vRt z1}OQ!__$NoB%7ZoQPb#;wnCKfwU6ys3|>-p{d*U+pWsc5qASpzkd2$8HeOtSxOGxe zBxAt*h5SKzmUONhdjgxievi_tllxKZV6D`(P!GDve^OEG61TNV`#}xR3q1(sL5O-v zx+OY&)A|C_BfDehmv<@nRc2&L_g@Yn#v@7mH$Gw?VStS4&u%uHL0#<=n9!Vu;H9hd zE=-2`El=jY`hxkC!kfZwvter`O8C5t=D9w>xu6^IuTH-=wch)ntr{eI5;7s z=)RQ6`EAN%!m|ydX7S^wVDQH47gP5~lXBT*vVLM5ZPe;ll{x9zoW+1mhw%UD8w~zC zmo#DlAPMfH{5K0QIB@!LEcj$<=Un>Wq0+E2I6fs|Y%7%^72g~i0dgez`=4rwgamx_ zE{zp$)KNdL?{qJ2)~_GIl5mFf9Dk0bN{b7!*)e&KHcwk+EF>6k3`4_h;-%b#!@Ua& zJ2=%j@vjGUw(d9$rW@`0QM*YIrc9A;*L^xh0$=|qg;LM!MN@ISW4q1jrD@RriD_gl z!}hVvSqYrk!7v3zkS73zi!9zYVD7!m&m|T$x2o$s84nY8JlNz3u-#fx3M-cf3mRA! zzo>Eo!0LaH;fud}#Ouf4iEs_Yd}5LLP>W{S9G%`NK{oW}yf6 zIKr@}LjztT%+@Cq0mD8=;PJ?0eYY`w-o%q!&UosiH~$N%irgCX6G}t_O-$9MF?6%0 zZ&np{%8cHG3q262ps6Mh2bY~d$dN5*#_>uxCv3^hq1Al46GX?2x z6eRWi2r}_iobS>c=-U|qkMdN(uy~?TmeJZ<-g*FRY7$qPT-R_@&>?Z<0nza^u-u=e z)a5=H0p)>WCbc6Bb!;+VgztZEc}A%^_n z8WrLYw`k1WH#}XR_M`A}$Q6Hlk~wvnZ$!6*Mwz`FtY|moC1QbNSJI{vxKv&h;Luob zc}XqEFYnTIW&=l29rf(47tOvzLr!6=3{T1_A{WV-s- z7uWXE<+fOU!hTtEXBtg-YWpAsTP{DmL;V)TbVLG2o6O!v^vjKgE>hW0tYRQp61Z$h zU(nPm76%(FSuE&k?H4y!q)rT&)TcUcAuc(RUx8{PEiv!qzu>AeWD*znA~5Bc`{cM{ zdhsGjCRJjYA|Bom1k;#(Gb*sns&Iadl*27Lgl;cM-1#Tfvw<@0+3PWGDgLYp7x1k_ zS`Y38oUV5j1WFXBFp-(zZ^7g;dL)~HUZ&$DQL2!bBGR+SMf-NW)R%WH$SMbSwgu!w zm6q#1&8!Y$3T*%466_ws>Y3n(vc}Ew%H-Wgwfs%S0a{UE=tYb8=LgfJo&`*?5zsBAf?(@+s>GP9BYi;^+oiv+QX?tT?m+g`CmtG4963(+g;Vr zALWc3Mo7FUbc5X$8&UAz7B!J|`u#?l*BOdl*Zv+yg=F}E)Hlj^M<%D>WO_E%o?T)0 z=y%vc6}2vm$7g$AM{+;E3J*y}SK*oB;yy3d#2j-#R=7FRX8DC4U+V8E%Lnp9-G}Ct zV4m0Y6}h=r_6hvHx^Lg&64d_`4-L;tXj}ZqT#Q!DEIxopRTpH-T+BeV7{B|8As*>; zAUFh%bbSuc31E`*=%jrr_QiK!`tRhh|9>IHg`j0OB3FFUenHm=)?0HY9py`~Nm_mU zgO7L9Pp=<(B+r*@Bc4PpV+6mNCjc?8XMeWxrdxFa%fTE9p0ClBbd~+?ay!y(m+^ha zI#KcFS|rt@neK~Mh1;eqtt8PtC7RXf&%?QB%rM!o(#d?O4CgA4yaV3fBX^so_p3EM zW-#}!o7|aiWS=ERfRm;zDWI={-wC?98yvGi`J-Iqwx|Qu7HE|yLs4UtES9YtVUkE^ zJ|62ey*<+(hN4ifK@3mDf*yCgzG4q!C#zhpd7K*Wy6j^n;B+F=xK&c&K7M7@DLp3o zQ1@m97e93?ewhSp?3gbVjxOVa-rCxq@m$19-0=%`sWA4R~zo5AP#d9 zsoUhK;nzD7{o6d;QdDz4ZwR1Sf#A!wvy%NN@;u0>nk=yHY42-?~ zpFOPMd!*$FQSfKFy6GG2ry05HlLVrBY^Z5o%6kl~mTySOV-;L-BkKP&^C3x!OTayA z)88+NKVQn=*QONGj_PZl`;-^knM=2Y{>?C}*}6XscJ7l{7K0DGqI3xDB@T;AB#7%8h)uLr zF^e04jW*`#ro=_N93Po%We(@J%39AnsQH~u{=m`jS7-}8>;vA|NYiDf_o4T+QnxT7a zBc#qy%9c-hn@tR8mxEw&|O@%<-=1Q;7u}yu=dk@!EabIiwG?H zh`7e*!5ICLn*-O7BEs{{--w!1BJomvV*NI$b7&8CQs&9Ar1Ey6#{|Df+K^nNqKHD0)34CEfxIrb-Sl=j^>{W) z$`Pq{BMw?~UwB#dxoGc)$jSHlun-bFjaAJBqgc*yywCkF<)5)C4Fa3g7;MG_;0OMv zFbUKxRm|K_aCdo!MD_9P$7caym(?5Nr;GOg%mUxXfrI}$&M6;8GCVs!h-&2X7hzQ_ zQi7?BO3o933n$xm5A=YKH__f|iPlfjf?IGLGegr<(T%?Ug{sY2m=MZbc(P|<!BB(oQ%P7f}Il@?>-G+Bu1&EIt|*s3z#8F1iBn-2`1<2D;-c8LTo63BcQF z#~ZLqBg_Io`sia~s^rP|L$#>nequ5f6_W(-MQ8Vm*TE*Q1x!C`4AK}=gJHG@yz~cq zZUypo^G1ww8Szp9>|d+E`!f^IF4ryZ-G+4)NU|`svWY=Y3unvulh4)@{Oi9(!?X#3 z6tuUSH$bsP&&{!^)F;_Mvip>`eO;BBU~_<{F#X+0NF(6A8ViBzznZ9f@Gj&o<&^S| zL#(B?xR<6I83Ro)Z*v_>_Kenq>hz$Y`krJp6`J42_VT~OioE&*8>4y_-y2t=RHuc% z<4?k6+2nfX9Upot$d=djcDUIsKg4Zs3mc-lNn-_zWJ4T=!%$*7r4dS@NjdAdxuEPj zdMAHE%!FK@-0bOKahbSKeD0M|L~c67l-{C~oP!Y_uW{e#LD+q_t;x4ithXFHEuYrg z>|Yp@4q>UD1{i<@zz+cba{0-}s&^c2KKwU8H!DJB?|xGIDC^X~(FQ5N(-?RH+Q~BU z#-WIBaUc1hEDH03F5;Pzy$F$`Bc~qfBFcGx2!S39tO#ho%f&aP&s=<>Pz&vdtaIokNv;=si_B`G0jLO+MzDmryvh7^#U~f|QO-PR)V>UW8LH$}4d1!PCYL5> z#sq#HDIn@f(UJq|wVIYG?@de2nO^#U>MDnUR8Hg9n-A_QWgUEy$ZnPf1$PA=HjUpv zi1iq|2W;4%Ck1crNL&4F*!XZ$Z~d!KM0XMO-|M({o3OpSX_eo?o=8<<+0pxYu4H{;_LR;qcvE`VS`S zgK1Gu5e~auVbAsQRYmjE9K*(=VY+VLnt;Mo?gWLV5QMuMtgm0pRVk7{_bHzrNN0Y; zb(3N0QTUkZCtxNE`3kVtM~2qlyWXSkkr*ME(jYc?kl&(JT20s)JrNoee!{|%ET1Jd zjw@pIPwVA4q=L~yS+~u?c&2WVe<42%P^Z~hvMW+Ax(b?u!!@%NE8<$CLfvdX{(Xni ztum{J2wpaqv>GSc(aS|kCJRt{Y>6{-{>l`;3C7XM9!1uDlfyf;0_^D1f00i=HRzem zANgr7LMNy|avhO-fMBc0eFqkE3x&z+6MwF3d<=VzcyuLKd)mtGk7yoz`fqe{=)cj) z&y8OK4(gEa&{0QEhQu+mywU)Nnp{qqz5FKM!NkLg!x!4pXpCV6{YvX(X!#0{7l|-% z(fyb!&R=ad(YL}b{3+PMTSPkmhK44G`otH+p2g)t+foZ{MH4So!OYONLzCGpKjRKB zBT3E(F2r}$LYu$_J(H#$1@JsKYq`1>_54K1>tw23p_sqBhS`ndPYuWpw*G+P*x4OG zK%R?LYEldMG)IBlqs<=E)6N+SLH(^i@(sp&gDQ2%83dCqX#Vr`3~2BXa~fK_Wd&5H z;^M@uoO$MwwG_1AS(N{F8;uH*?d`SiXFpF3F*b$>xYC}%t$Dyl{z(nB*g8tY(xwf7 zm%nU`Kbayx1QCRycYIB3En0CM>41B5V&PPPiwrAfwEoDy%Q6j{F^ocw=>#&F4HRPr zI`IL+O^S(a9YvxQ5x6WpY77n#%^bF$&o3vuwR5pdl1UQXaem+#P|XW!N^l2`s7tu< za@dkMP1I6-xIWIcLa1q=mKwko4(!A)Oge&qsDG)%ph$^&rhL=y0_7R>-a-WE{0*rN z{5s%e$_FT5Bzha|`%V5LLgPu0t`VOnIA%y)lxm*vT7G7$JQ`X6ZNCVmJTxgH% zYt+iRoFyeydx(f@AvhLGXo0gJ7Fecp2uD;F6EMhaH%1A(C2uK#%8YnJ+4TG+p)DSk zti{8VfqR`9*YUlbcgr<_=$y6$OS zS4DZ)EI^Zghrwnh{>h@NH|()_~H)>%B5d z#V#^C0)>#emRBVQNnp+jEULuogJ2w4G|+ze$xA;5l9FI1#g* zNnUdWDBjv9V-eFWj7k%kmdN(#Ms)lW1c2AsKGP+Yigo~Z`pTE&EmCw)vjT(*!MJzSS0t?pT=Gw$cs^$dRA-r9OOC2hq&x>PuwP>1XrOi37JxK*c-d$xOJfe(s z;BDPXS8>hXqudVPzWOapjdeR%WM64EQ_%!jeZlD{o`Nxd9Fur>y(WkNy}rW08+bO5%V=%E!B;jySBnItVA^T z;hg5o+OrErtuneu5Oe#9td$ZXiq>sSm)JxYdriviT<akKo5Sa zcq@kwH;76-n>*7bb%|P@UPm~b5NXNIi1;QL@~(+^9WHS}m!71>%F@i?{`|yZu({AG zkoLgmH2!M5@}m^mH5VGWF{>;TyZDb|qPAUYLFh=%_@xZhobaIeXo|E|Li^0Xuz&g` zw~i3?*Bf!ahizlc)FGkwDS-a1aG%6`;~$K{7dG>hStOuDE;}v3DI&yysmUd<&No^oxp;XajCH6)bv#_ zmWJJ{g&1g&GYe@+0&IzaE8MtQKa0k5eokncAMntmWCTR1d4a;`imwvXQryrra@ z=E=w9{b`=t8g#v`OljWzR)^Ob5dPcsyzFW@)~8+bs`c*C{p{jaie zMI3ca0ke<3NyH0pulPOcqjBA{0<{+=X;>rHF}!cT3{3f@QWMcOe?FcJ$xzuBO;@ah7eq|82LEi4m-?w)lsxjLvSBYygSjqO;CCZhLcL< zKy}Mi?ai$|wjMNn=Gh`1dP8>eub;RLjz9Myf+mO;Lai3H=3eUkt+p=6DSk7gC^2;I z5&S^9hSm@?Cc~>cK0KxA{Yo%#OapXLnPBlo+V&&38bhueBf%~A zJ^ddbOiQY>lH(Hv!sgzvic;)coFt#^L>$oF;=uJCUHBc=w2sE;0tH}d5`~f7O}jHj zBm+fzYH#VcCE#UN%5WP1HzjV@WKElxh(O3J^oWFj(59=w$;DUUoziYw?nHn?p>}9M3c8CCO8NkA7ayESQ$zgj&zU1 zB|Krsx5l*RHxi|6xPrj{4MEr*Y_kKumIjX=>o{y9`a;8D^9t<2f!G6p9>NN#77BJ> zY-SLBeQA&DfrPAu>5$mF0W;15B#kp*3!O3YkEPGN(+Q7AP(619UT|Dy29LjbSgh{* zF18&qi^e+r;W=b6WEIojU9aL{2+HcI8saG6>B-GmM(h)x2xCUumD#_jrOx&CoUd3E zR>sBcA|hrABA8OU8^2lG(Lc^M{{%b|PM`NecGS!W6Qmo0ZcOuRX{nP>s&{N!e=(rg1KY_O9fQbG;Qv00*I+5)`Ym2!%uRL*nk3<#%>t3RaD@;g*`a?Zw%^_H4}tC10X zGZNqVC_&ISF@p?CW_yf~BOGZVrnu*=q)?K$_}#!oWgWc6)(;iXd?i z__y(`Yqe{J`jvm;Wio#djahrqhwmLz3;^;GcQ%}j$Y@;{Y zD)2>oktsO1-3psrac5B>Bdd2Ak_@2y*oP%z8c;g*FV^%Jz8Y?#aj2 zW3Tb06TJ^C@C*-#OEW~)CI^>@7~TV^Tvt+o#kqp&uW0};ND=?>U>=AUlzJy+Y|WLm3pb6sh8(#?9Hw6 zw?}<6RwjI3w5{XOy5u@MipvdHhUBB-i|ZrVa85HUM;OlBvhD`FBA`};qt8M}bDj@p z3lGiY#rcoskri*nEmK)1=j%ZFbG$?S zjI^lDKx?^<_%>03NHjOg2lFZyxUXaWfYOhFbr+{F8R^#zZvV{!xRWTHt>|54_cr^W z3EwyPEZ~H~`HKj~RvmDOzR#h1odIxx=%Y|&JN2Ko33RJQdfl+y1oU_fM!=%YNj2=Z zkpbih4vRPg4Tu%I=mVR`AbzD?`)e@#^IIcawvfdkmjolkb*nG4p?>--%T5|>Bx!Q0 z22sxqW_Dl#>$x-aFdok_p09k*ZCt75#>8#x-Xr}+AL+!baG45R!NJd@w5yBiU0J3S z?n#x)_DO5+rz%3Vu-hNvfG5OvIH%+~AWJ`Zjt1QNFctn>>E{|EsO``WlPeyhE!Qi|W?XPj^~*2sP-WH|FYzaH{7aNCo8z zZIxovz`A@j*H~&Hb;`oDKvVq_|D$G*%G?2ovdt{~$1i$Dx`srDXxI`telrWF`J+mn zRPnXiNwmRgj-CsyU;$>iVYFxtHsgq7_5q~?mJ)=yG6nKBr%D*Hg}(SE3@!=!iL?*N zv|HKPvALrF>#4g&THfW2@7Z3$Y_NG}RC=2NH7yjLz(A=Nuelf6u&l{WgM4^D271}f z8n~VWz)~!7V29MzFS1YSockFqR)Mt3pu$N4eV}69(iGu^;TgIIJ8wcn_e1`;%BpB~SI9@;#?VP$z51V!) zblbP_y0Vp;fk2e=jvN&mj-OZXN~2W_TmB{5eWYk)%^v5Zs`2d$@7wWQy#leAl)iwI zBiqB>sooo*o-tpyDr}q0&86GAg>!HW!H6G?;d|FZA ziVmgPV*IP)znI*+n`>8AXr26Y?003ZR5m4C%w}X>^$W%a_w+4y=>Scebkv1>Xil>}dMpobhV@TI0pSFHaMJidR38R^M=3+cTuw&u~wJoY)E z*_QYq+K2zlIKFjFRk(ZHf66iB-)Aqe2o(5&bHy2@HIC*;^zE$F?_J{akwF|`L@JzV zH+{Od7WW!7NBZdY!>5D$5vA&6w}=(57l+_C!(w1)QZJv{R}sJ56|+z@ERL{0`gn4r zMt7xVuTCB7EJGbZ@dH+-8kD*13fq``f3v49in5%Q)2?w=-XDD{JI47YMC{?W?+RH< zv_znrppDa6(Z4r2Z@y4{I1hF(j;JshaExUn1o5IM39sr-G$jxPkm!_x+EgkC=e3g2 zx$xgL4?+_L>G#*EQNG@ z)(2G!IYi zXglfagi2MVH2I*y30D+dlvzpSLw@ZTI9YR=_$l8?Y8@_o2(>6uOl;ZnSFgsmq5Eq~xc?t8D1Hq};FBuJ|_kE!90Hemt0 zuv{z*eL%#5V-u2eG{&RwA*!WRB@u^%{xM82;_zIMRt9wq$%eM*!~s+P|W9(!!y zj@wtns~u{*EIT$&l4LV!Qd)?|cn*(V^%^7UM2Hxp&gMJl`%Sq+E0=#$s#=6#4Jmg> z{-$nYZ{3;rqVw|eFL5`Xk!Bz(x%a&LBo}sSwe!E8aotzzN4MX&%v>A!@Y$acsA8;3v3^#sx* zop5;$&+r|-VEK`*a9T#pPVz@jtTFWw7$%48TE*R*@i*@@w&HnO;2GCtFj{0EgkyIa#3AFc@S%pvAGVR|&AG*Z7oRrX*{wXV!_JpsT_9h#K3el3;p z`uy?hYzGIa%tA zci%7QdxtI19~Q6Z#hQ%N{b4@)`v(XRiWW+-M?1JrGsLZeEi&<_yH?5@$iugdCAW!H z-_saE4vD3_pLnv~{+0~UbZ{j$oPAc@{+`j2R6lJewZMK{rPU;n%|*SIKXG^b;W>gk zw|`>wDSes=3AJTFJC)#^_p!eI{TFajw?27kHaI?l%wc>QlFcpCg?@(l3kQ9?yf9q2 zraru0k?13d?}mbr;$O#>%x^UVgVl4yqRAP*=WWj{Qi#9d2jVwG9r$u7>xvii!graQ z1^bq~?0ySR{|&cv>#Iu$K}>l5+zM%e4ey#f5kvg``4$GAk#K~C!|5$6%B0BU1&?=>m1x4QXeWVz*hR4FYCYro_p%SKNWYivQ@%^Qw#mLP zowwy?%uPV4e_Znjf&3k|3-IR+E+=~MjORpX2Dijn$Df7mm>MLT@SGeYI2^N&*^t2q zUr=#nf1=vf`@cCEj7rN6Ipg7nWGkTJnYWI-VRLd^I#DKf0VIB6T|`eEEdfhQjj!=3Kp$fgOkl36;7{xa#Wk<(Je7I? zxp(G!Q%Yb{)9qY|%D`tPb;fMg@$#HfcD$*)xiM@VY0YNrwnaU07DP}q(pqShpi7V6 z$y%hUf0UmS0TBeV`>DZ&?NB@1d;^ON5B&0)_;Dp|m+~2hKQjVL6|4I|*kjjQ%4O~e zrEw5kp$;UWx5%wwVxJz7-uL0Ne9I5MGD?f{Rs{vrLa25BjrNdOBF|rUW6INO{EILP zgwiXnr&fd@i*`g;5FgAI=MLf_`Ns1&J@Oy=$@nuYu(EyDU^8`O-qTSo}2aTaJBBvAo@?b%`OHwHmU)KNLE$mF{{K>YFmW}&iS&uS^EbM;4G)MP}VMWAn7 zVeD>)+b3W!qFojt)X^1VHw`lmT`Co^jHle<(I;|#h5aQPbtA3Ul7o#a*5CJAJMSQy z7-#eaVoUbj`relr(OrX_U4dZmsO9-uP`!XJkA&A1Mhx6&wW}r2)aSH zfT&i@(K=3ry#yKD>B+;A9e;Y$Fdwy0HbbxYZxu$iCJOr>9{76kj{;`?-?lp}=ka0^ zAjoF&GH<@_S<;1+o;wT;qnZh7^9q!R_0Ld<9D8_N{~EUrp6*$TC2xuMGuAcjaCoDa z&_Qn{LZ;b-e$K<3TnJ&{rdv$u{=_d+=^tTRc6yeS2!96!+bSO#kz7jXR4yR|13dr$ z`Wj<~N~~T~22V~w4yASOa88yUqaAS26ppjoe;`D_9HJ4;T_j3|P(B%5fFvS4np3iM z%*3hNQg?QeNnMV>q3H5NdE=n>)i8Zc46hdbL)+xt>!HlOGcBkPk}?=xE^Y?s{5+tFMv(j~eQyF6}N2{`W&i z?vG1nt;oNj6IC>!DpElJY}8c=e$UVGR|MRDS)~%QYXG-oD`39k;7>HelPw2U3;)(= zb>W{^p%hoh@f)(W`tdDV(l>YQ`lH9huvti-e$0U5=}_H=j4{ASTEJ|;pmW1v4~yzDEJMXIn9vtlmT+Q;ahR;g1kw(Bf;X)MNM)^NZ%`L z&;w* zM^Rkd{A_2%B=q-7SAg^IQpu*y4|xxl zsxOG(fFUKAqA<*25y2zO!PyU?($LImHJC2e347scyHkbB-1Ivybl2Wd!LZ#p2%AAa z$lwkc&n)CZqR%+a;46Sp4|V&`V5akicAN^SEN zH$c~x20@wZ+KA<#WlW{8p1Xg)`77V>SIcKL??q1b5W9KxLG^x{pBjQ;CxfOBj?^R6 z7Q7zU8OdyNd$9*hcz)$JY6KM{3!Y04H59G(q>JBT$S1Pw;OFtQE!7(g!g?a^z0>zo zWxJ)@?LSVE*(t{R*p!s@N%6437X$q!*S`Mf-s1Uqr*s1M8A~hPmalb=y|iUFw)2$6 zrF&(g$Gvv;^*16)zzWro>?#=k@EIf;FU}s)6kcvkm_8N8*T!iDC_PWydd?;i4Dk^1`bN_NV z3|f#*#)Fx)&g=Q33x$OA8|){r`@fBsFM9zd8Sr1_mxg9PFv81`^>)tdNLGQk^X;n3 z;TVbE1kPN(hW%vD;z z$a`I{h`IVkb^>Z9{k$GlOwL>9UT)tgG0{1b2s)oT`?fI6f?vmYLm!Yz$w%1avY<2H zp9Br$u200U){Z(s0ZqsMu@kwhF;))sZZbIvD=#l@` zl>V6q^imy*E7t~6f0tA6uTtdNrg$;k0t7BYh^;Q#i zM>EEl>i2CHEH+?a)Q<#?X7eAnVoJ2D_5stx#t61lce3?KuxNIpUCO<~-fM_-ZwFV5 z%}=ABZ{(ien#th#dIO#l-$RPssi(VX?$w^zSrnbx*W5+N>ySkSQz6-!fET`g=;%eW zSUzpGkP~w+v>Sn6hdKmU^U*F@VF6i2PD4F=A2BUR#6Pe$?$jr$WkNu6QA-^`7++fFUC!cPlb-jrAY_Ui6Sj!KA zwM$$7V4k&g!1QD(@Oo-`pQdNG3dtz}8(vV^^<#~_rfl{(c5r6Ah;=Oz#UTnCr|-b< zuYslvFQU6=&q+ovUXai42dMy~i)H-SsB5hEuM4m;IFgD%w+bZjdY+pq*okOOVw3(Q zJ~Ac%T+%g2_X{egG}mVg?9Fh&-&t`T9_F*hKkdj+JPAysJ7Z}--%Uh%-mJ=Iv%a#xzXasSn!OVgFWZZ(E4?g-g-DX5$?Gdj1U(Zx;P|IO_m%$U%g4<-E&8N9UA*xs|HyT<8rd26PW19s3DG6 z<&u>V3D_)r&g#jXZ7YTKmw0k%?j%HW4lN$wb_C=_-kFM7=W_=eSW9t*7kol!R7 zOZC?pc&}js53B1IYTd9a5dR-hZ{ZgO+ePgT-7P(Imvpy)bVx`@cc*j>Atl}2ND9(j z3Jg7j(p^Ij-SKhG^S$T%5%>P>d#|;w1rTXCYGeR8O^M7q9~nZp zE02&LLekeN7yP2ZmbHRz%Jm0QV`h{p^YFKZ3KOoUbxQ$$=k{M#e*WbnRJl`ved;=O z7OffUsZMf>q)M+1P9wSWpfl`{9Wy4Do5U;fwLG|DS28>0Ou1neC>boU_@O~iX~u^+ zg!;+cnn98W7vCms!DI~)Z@861;b&U2cTR^nZbn9(nL@NT3W>o7(j)AM?;_Xsn+{Jx z4X_r|oX;O`9XQ4K0*R5du{uE8u~L6ug%YTHT1}M~q(@968I^#&!Fij#FpZ@pq9BMt zJe7Rx{50nzY)kND%G);KA0DT81%0JYs|DNldQrtJ-ScRracd6i;3cXbD0Cmj+`2K6IF zo1>mdWqj(;qATJ!2|dw*DuL|AJInqZP$=AoR5VC4)2l4NzQ&zmYI+1C*1<=cy3$;?SE%B| z{rtp%YU3@V;o3cFaAM9+bvmQeFWX+{Se8XcD0&l(nS5OM5soJ_K4j<5O>tzC&0n=m z7YWN#@rT#EujQ~QJ%iY4-nwNprd<6B3ljDbh#0~%^Q^jL?ryozkJr1P&Fdu}AchGz zr1{xhised0s;ko#Q09Ps~!e8L;O^ZyR{OmMe&vsFk9;mWn)Dp~}O1Dc}ec7w2a z3rnA>)TgxTN5H?20_|UK?o&VPFjf?wwR4X$+dJn9h&+Np!_Eq4y11sYNgem&DGTm= zNnrH=@^N-FY>=lk8oM)U@*igN0G6{$Qu4*b-Z-e4_+C5O=Q#G>PRpXs+r4cC*X=8x zA7Jyq0inlCUEW|BAxmiyv?XFGCXvpyi?DzBTT_pl%DG{gEJ5^W+;DXjN5VXrt`i%Xi(a9_ zK&FL1<7zs+f4668)W@{&*exaJVV8hL$~s_V2HEfZ^WlygT5TV0A!NFfUg_lojZ4Hq(0P#(gXA%GF&+WHLm!@2*K$Qs`m$Zo<9!X-jmp#Mr6J*Y+qNP zhrGJxg+y{Z5mDs3(CDbbTXEilqa0Z|XMM`XHv-(hT_5i#(;I!F%fxm2i0JI>Cs=Y& zCI>OEh8vKMG-@pRg z@fP9@tLfjN-|0`sPBw?WFtDZhA;^*EXgC|c+2 zKT{HOl}!wP&TWh0<#%D}fJc|hVE^2g<^vU2aO&TDE8Y(bpZg2Ckkj7pHwu|UWZGYo zeQ!>6t;^`ZC5kBX4K~7uB#495)+{FC@g^8L<$3g0S;z-&IuP+*!+9yZQXqL^?Q47! zDG*~k8|Mo%A@jS^YC*j3XGgzL)V}BR4_xzhE|n>pQimSdV|9P}j_C-w&XAln_OYV8 zY^mHYT9nKQ%nnoNy6reKj%-72(^%>S+x=u|TgtVlaIg2xSJ5tHEkfjb+UAw{EgL~b zqoV-Q)Z$eaM~J58P+uN==I74D7KnXZUui_x#mF!kHV!VzyG^LYYP4?rXCzu3i0(oB79c{)N@@qU@8xQ4*`5?=U`s z|LUVsVOLMwGr9U$`yp4C8d%`Zww};e>Bt&Ua#*C*beF`_e`KDf*XR?O|9H7S$>2Jc zrsizgh2=&M8DeedEI{N3UX>+DxHuz{qd8hb2dsIcWU3kd=BYKV1mIX~j!>~3Bq!NF z*er5?Pb*(4AwwQCbp?9(YN$5?xmgq>3E7Jvv>PAmJvl5ZDh6e7UW-o2zCv053rx33}_ zGkw8u&tikyBLVKks7q^}cKIiT-SE>ldX z2m^PYxY#C?o$H4Yo0j^v74U`EwNf&q*?YP|?h=bq-)G0ACtPY|veO#j^}US8paKf( zc)v)ABHnc$Qy-xbNY#vsV`lw^i*?QY*aF96i)ckfF)f(7)`PFAs^(VvH+RIXX;E|w zX=|bjY31<_sNS7HbuE9%%cu$Voo1I16>Zx z#u+j7*FGSE?WRi?|$0s#m89u(cCPJexFVtL{uE`tptHi3>-SxC5)R@ zLeoBhNt9k}`#2V4@%g(joFjgXuwYrVN9|xdjZOR0OyjE;cs(_>@YIj>CWga?5_zf-wN^#xQmspQNCdSn7R=#)Ae-Su^?5ZO4x~tpuQR}|SVF7B`(=R0x3&Xpr zE$9Ycf2>t~uWuv%QX}??X;0zoB#yGS<{fTFZE4W$^kE^SEqL@QM;3R^!s@1gP9jxL zvij@vu%7n;NUonh=WN`xqC>Edp>x8*-uAXTVf*wQrXGy_@sy8aFy;W7xKIILCbv|_ zr`;oUWu*YLlYC8jzEk+v0#+EyKyfS8nJa4WSZ_%7We0E2bC(3fTflrwz)Ai!SmXTM zHo<;k)?=#1>#<%- zF6YTXzr>clYrL|T5Hk~cDDk|Be3BjR(vRv1^qh6+$?-GjxVhxRv7W*yDG*aF*E5wv z5sH0dD;Nzo!GF5Qx%;Q&)_Z2%3WsaTvz|%Zwmk(y5F(Qkrl(bF&qlL2$sbgkH-8; zE~qCMGVbrl4J>~l=xmk3qF@pD55ht6ee89ro|OwIgWiNEoI1g156ye`{IoyEs7l1) zxK5$SaSpT}&o~T{zL%ks6pH)fZ$JO@Z+5_Cvich>?e^TBZ*yZEASxpti4%6Q=WcZf zD;e=x>N4=)diZjdAr9#yt*vjd2)@$%Q-tBb5?_{4e*%McPP0A#-@z5^_=x-ewjOxp z2nb$WLe~-o_PlmaSrq6hmr62o2&5f+qUM#;ont%3%cSq7uz}tTk z-|5IYJ}!5|oJy+mHQI?V?qWEepr}jbMWzw1?}Jwo&ECgkA0_&ap~!EFa5KR(NIBJ5TGGc_r~nW~Pm2(6&|PqkJmwfX_BOJO;J~5FsPEs%}G%so)&A!MB+-?tWn=gnY#% z#&wD{T1`y&9$VtWC%OWY54z;xFUKt=RUEZ5kwzih{)4_>0H8A;cJLWM`yrh~YL!=%Tm@N5-yFy`XC1T&k> z$42|TXh<(9(&;<7&x#RP?qcb8j~1uB9DD8udMC`4(GA!+&>n%!=$t{XCf! zEG+mwoe_H4>NkI2k@`Wt9Vb`xPrTutsR|ZyzN144PvE!Dzv>(1$z{g+PrLc&Nq%cJm`Hib{%N4hLUNEUeC$Sb^*Rfx zC|!2R3L8hs@QJ4IzD^@TY+V8t^5Vdg{gxh>euIoWsQUJ9N4U#L04iHOxKge&=OaO& zLrSXs1%^$>j8Y*i9A>oO(llWwH)Guk`L?f||EN%av)14E84Q1gS2{Tbqs|C9*H4)2 zIOJpbvp1e|asEdjGRvZR^B2I;7r?bc;qa79} zhA91CnG2Q8^l%mCR9lt##M<(Vb z5(%--hg;-ABeFY7elPmT>zd+s@eY$rs1~Z>&b!*;k=t0K;FIK#>LFqz>=LFyCP+iD zLNVp%lA1YOous}`UwGT4^nEWtN|2vJ`Z#YS(KvbBj!=K+CcAoCHIl0dL)@9<;7DL^ z`zsGgD1PIc$%0mF*))0h0bq+H`A>wGX$uLC& ztCU>k3M!QyElvI%!YctP_7W=$@Nz zOOP3Eb5_gJ5885&4`elu#JHAx!bvCk8%Mz z0PCydfZJT44GSq+!SL#L5c8LGfgG1roK7xUJy-gDUl!uL`I%iGydBb^&)oJbi!@@6BcKsd@`b`rO zT)6#zw{Awr4S)O{-MR}`I;GCi%0l+PoN8BUPH57!%WoT&a<)G!)eJsc_CxPR$X;LGgZ|1`pB!0cz!11gz+uJT9#p71C-?%D8ljIx&H@ zYm~2v`rR?S?IiMF6@vLKr~jC9E}31e*%vvrVo9cXHntW%5qnoHGzG>j9UKUjv5Or2 zoFxV&n65wNQ!A?iLBNpvCKFseyf7jW>Q7qAu6HHF{*d-b;n^eYlrds+6XeSA=de#4 zkrMLDdhKs%75Bj5mqU@wPYoq|AC}U=qadawWCxSbHVmh)DoxliIjBlV+?Iu5G2j<# zAl|kMeRW@TI33t*k*@HmDEe^!g35&Y!0AKm><;N%Bo5qUHPp?gJ9C|GK5z=kjv#yt`QohwH?tp7@CY z>>1vXa9!u2Aj=r!5G8$Myx)lL6oaJTO|_zHrl_?5-V+^5uad^6uSUw0G-dTA%P)87 zRasuZ_(&vIw+m8_S$}7B{Eo(8j{e>%1p8E8VlnLMaree_Nk-5BCQF;Hz{B>Y5Brwf zId%{Ar*e_U^OewTRNNtPg)^89K0^#y4t*ZS2(0;oeSSZD@-62gm1IFuS?yQ}k=Kut zc0om|>ve)u#f_tOLdkggEeieZC-es(+tBtUVd0%7*d;-_f&9!*$x19TwLyMLI2Srbdr*CnbR%TAzl(V&hB?xg`lcyY4>8E_*q@o-mX(4ZU zF#xKz=nD7wU%JD^2e_yA5e364GB6clrL$_Gpq{2R4;G`$jYnCei5jGUN1;ym(EOq*3a$Np^g0^^Fdb8ALI$EE1Gz1p@EP%`LGXmiDik1^~a(=gz zYJN(%Fz-RhnpMC-Vk#@!B|h3;%B`3=w#w$nY|9>N%FQtQ+4VfC&39Z@o$hqi$?DpWs~LTkuAw`>5Bk*?G3ZWgf(fSbs6G*rBJP4x|{onfGJD;|eEi5+{>U z0dbxjb>26*=A`TZ!hPS0UD1qyNHdH~H%H14jhC3mTGQ?;yZwY^=Pk+BnW;1w52ro0 znEJ$q=Z?tXH-3Oy{8>WTr~{tM!kSkj@A9RuyTlYv_LYmWm7Ky4<$ISVX+gIHxY7dY zU_AUX{?dP}lLH(JLN9tjbqJ1KHDz_ZwRb(qti%)ILWq)v3|a!WR3wIYwFvC49`4fgYDu#$w4UdZK$jX zp8F!biR=75>y8vV6!O~7UMd9{($Xh_w&owYh$A2nUZ4K|V;zNI24e(vsa8!)GqzL$yslweWtx&HbjYgHw4b%gaD^_z0c79YUmfQm zI`ZwG14gK4MWMYvQT^}7II(0Vz&0&$nWsOsyD(n+WAM2|MsRO?GLMVnlunmaP;Hgnj&f3f~iv( z(Lv)IGzWPFY2o5RlhCm=vN|~Hooh4+=$$w-OHj&ZeXnGJe2*L{RtO$?IH&PjHZiia@otT46F&K4(oYnfT&**XGootNQwm4WEzO!!vdsP4Txc8qM z+%RLFc^pL$PySIF9Dn{$A-xHK-px2>Hms+SCJF5RQ>l1yTY_?_pGwr_OhF?K+`J0( zG;~OMxsIc!gHlv7@<^YeZPA5oag9KH@@oYtafnJ~s%qQP9R)$D^)95ZEM?eJ>7|^> z9{-HY+>ve!k|kk9@Pb_{MWbHouPj5YhP852VtYzseh61i3*`5rBiwO#S4k51bEfsmXMqPOxpA~2pYa0S^f|0uJ~#|pUkV>^ zDu{ns{w#+WdT!1yAPg%lv*LHjzLk?pV6CP_K+L%NK1#a6t~dbxLq0= z0OaC5c3SvIPNHO?jj+$9uI)+&W_jjPV8cK2Hl!8heTOIe_551Iqjz_wY%V=&I!Yq1 zM=AmG7#mHhfQ^~MiYaTG9CPGTNqk}~KiZ;z5~6!RHPFHC88@j^o9RyVVzz{=6L})> zW0bT^gdlLES(BpgQ4H8fOLGFtqL^%MdD47I%0!u!vns@n<~sexddF9%%TSf*5xLvi zAW1~R4tCW4>+5%H7&hw@7!ir4aU>eXJ0V)Jqo$l>af}1(5^R|Q)zaOE3vuZl7$`7o@@?R6x?-iw(&mIkXiq3l0U(8ly zfb;rdh>U6|0%#_d6pJ*GU`Oc}Ro_u~<SJD>Lg; zkb$y4yiAN?wtL}tLn6iOLg^Pc1PUW#a}6dsXjXlMS>asv&F(-;Ov+7c1& za9dIcEdmg?cg{X^V(Lj-zi@VI)ynbV&l%D&d#}TBGar0JVJ$gbbygz<-;=YVXc%M! ze!yD<*xg(-AtbrKd7o`%3kiXZ|aSN2F`%$tdjdj{M zXmHe?=1Yqsg$n=#8f}G#wpONbvR{9f?&yX6O~{Gz0P~LN^}=SX1t@WEo;6O!iC~Xb zd$GGQYo$oUuW&~l^DuJb@%qvBG>imk&e1x}vrYP|l4;$;^XV5gww+k+?0M?xpmwSe z3wab=K1LSzYmZDbABw(Qf#R+NAa770QMy*)1dT#9y)6U$4vFI?+5#(2AzQEs@x(H< zuNS9H1(ZKG`)H_IWmr(jOP+;ixIHCrDK2*Of2}Ecfm1Eu+iioR3gkn31#}OgQpA%Hmqf8oOgx`@HKcWbB?--e~}5UpOtND2`j|I$*=SaRDa6^mB;=*y__+t&v7kI6lp6VnpahFD&V5MJ)qGp}wU zUPa}H;F`t^Qa;KzGzH|b_9(23+Wkop20dCUZ8Yac;1f|$SXziLOlXfcqI^B+<|SyE zV`<_POrOx)+#vfRL0S4Ms`n7;--JE0^;iVe?Dt#bFL zr!M?(irIKyS(v{-_3Z*@W`5uCQpo1+$Dd69N7vC#^0x)dVl~s^4JhLc{_E#+&|WVQ zce(o0>8ca%V}^~S$3(sooi?+%)Fj)y)hU`>wqr%1;1tB=Yy1)F#d^H%k&!4kzgM*n z{o~*-(S6gpu{*Nf-k|r_!N&XQTIUn$Xv?_B;~NXs8lQ5je4gcA|A(@c4F2E8Gsk*3 zJI+<=;Lp&hk|$C~4_`m8Qg)3-i@kHxU7DkOjyFN=Gx z6)oZOxA7q17rSb zRE>P5K1cXDX9@4I-L)dQ8^t2yg*5SL$V?tgjyiJ3HXvi*@kdQZp}j<18tHE&^lw77 z)gN?dlz9pMx!GC{xz;H50OuYw^`Lm3CPXW8ubDUGx*VNeR z`rgS+h}oHGrvVw&a7Epn@l=9QHuz8UTOo;z#E|;qJS*hF85W=8Nf2UE`eTA{X5hr5 z^zc|+>=RR;Uxqa$9C7YEQVFWave^2nW@M&mNk3nx2M=#vuGEJyzB+i!?T%yK{OCSz z#jh_BpHAtUe2qQ9unse_OB46;0#OGazYLs>X6yOc2t@8Ts$N2n{&jG)`#alCe2;PE z1~E&|?K`xa0}@Cwgl5aF*H^~7f&bLVI|UzvZ3?TwP+HDWK$Q$YF>jQLX?fXFL+sn{U6H#zqa+mlFUSvNfuR9<>8 zj2n!@o>@5e^sIDmn69zu3&%?DI{n>OmUdve@Hlz0f>Y6(>A;PygeRMnw=ASA=0~*u zo42B5^sQ=Yiv+(&YtKW*byVrztL_}%w4_ia5}`4^c?w2i(b2mMtKRuM8!Rjz!4U?h zlYIH%;gpOZB5Rc{ zbbQb1qcLT|B&y9B&U^;x&L~0EmCQsk=jECrk@`$Vi0b%&7wmE}XgjF*kZ2ZGYh#I< zwPWzsZLj){tfm*T#NYT$Ut)LnIhJtz3v8EF-cZ2qrrP~wLF0XN{61*9o@nQm^y`r0 z87+f#_{X1R&#U|Te|%39)juY)&Y&C6+yChO-B;8g2+Ze;+SYr!iz8N?3kLvqOo^;S zxeOcIZUDRsg-+*2*?&#;C8QtSG%ZA4>7Fqr3udH~o|r*L~H%KSE?W&im8+uN~4*W zAntShOu9!r(R6mmXqNyO&&AR8u-phhUo0Em)p zTk;lb0C6|W{8f!J9g469|L4MxS1JbRAG;yALd+!mk1a^K7K8i(4He1^d3u`T)yOdBnYmaj%z16e(p$S)?svK6YPstT1>G z+#BM3!x4krS;SY#`T9v@3=Q>pSs$~US@>ESl0(S(s}*K`?h+Qc5PABpVp-FO24*lK zO!)%)Heu3;(td-DivRA|n2ixl5~y7$t|F(kjvmEeqeBwKja!8(m z5SP`5krE4DKNODq&kG<{5I?(h^5R1xOHrr$7lT-JgNqcPRPuTkQ)6_S6qny{-cp9@ zsW>AZl(e|jDNU)gA}=7G{1j)Q1EMm?vqGYGb?Un;)3{FlySi;#IUEFg_~&QTc-YZ)|; z2CRk*`dj;=XmkiHx;4@}66_cAZ9A|TD-KncI#xxBi}1w<=HK_|+we)J&l;TGwnqN* zCI`j8!kSbeMX2Z1@j&h;8;0EdVtB!YG>u$~)2`QeR9zU`$U?*HV!l)a; znkYzTZ<Lh?Zj|A2wIsGE#Ec9+Jj0yj`%HUQWs2Y zD{i?|sbHe&AtnGV;;Au=-*dEnXDsg!5Gdq1?CjWv9ET-=2|Ep0Sd>gti^S@`)KKo}sPhH>vz%YDUB*)%9DiBL7*ALn@nm5^7s zEKjSb-^!qxu*fr@cLEBPL9rTO=Bq&I$Qd}H+jHw;?&Z(_>drl8E-9n<#csm58--lh zpZ}r9jC7k#=zlFFNvP)jtz4Ec>gHpBj0s(n%au^=!elLT$^goQ;d=B7-YVlC>al9K z9ZE%TxC~h1`vQ~(qnE3&LJ}^tn?IJ-A=-5BJ*l+em)N@%90_ErBLRV;jyU(%eHsW4mFj$%(IHsPoImD_(CQjF&2VW(=ft$_~xR!ZEqfh zQ%U=gCd~$8wYp+DfS}KdUghoq1+M&8?oSq@i%c?ZCxuO0Iw_!PLF@PMM&lh4)9cOK<&YZPW`>?{CT*yoOw9>~W zbC-cXFc~Cm`AjJ<^F66@jefHJPAuR3$FxhrAM;DQ&5hoc&!x{s2DqH(!T*L|sNGg} ztR!r1UR!F%j-u_yRf8=>0JP}y2#jp@_A&2h=(c`Q1mXh>x;m*$()lO(1WK*Ya=&HOA7Q;83k@nRn7hKxy%@%_)C6mQW8p{NN;_Of2_Y$7+$*cd(xC7 z6kcwMX$t=kNwLStG-b(~)07X@rS6;^kZ<#;SXv{NTQ6L0kBGwwpgi}>Y7Q}#UKoZ} zSd+Gxvvxb)5nq!&A($wsb2(Ec~t;Wp5_|zlV>wS9vb+~4fI!+CtVnP%09!r+e zUe3H=?&2VZq_f6CPhilWGF&9&U8Z6&tU2r}u_AT%gE*RBc=n%`9;$e8c(-_VJXgA$ zEr9VH98oe3NeI8L6bFajOQ>nXC$?LPleblB0XoRDj z#K8G5vJgW*B;{eK4ggD1RWrtI3;CZ^dlfQX4(B8+*F>|g@?q+rs%gV@3Pj9xlxTB_ zb$kbX`>#`>Z@|0ZjaeZGy{h@KIOOvmQ;Q!3zQ{jAw*?^I?JOSsPVuf>$q?oi5ZZ%^ z6=PCl*=-Y+3Q)R+@$j#eOYINbbA1XV>gabJE)2_=>Z2Cqg$%L|u{q`rkjQ-HYbZ3T z@At;{kQxCwx#;G4_Cc<11QVK{-h_3M@2BXsZNAe&PVO%;H8y=p%1W}o?U1!hoVCJ? zUV4Oh{2K$=CWCgfQP!aBuy;M&7d|qGE3T4!SqS+#1!xB6qx-XHqhLC=h6|FVcXJ;3 z9*4Su22M+AJs8yRO4c_VBeE|P+w`BQs|aoJ&+~gC!h&#=%;52*HZx~?ThCYr;q32tlBECqYaoWE+GR__-cIj*KQbtzJxe% zm%G2wF%rB9e2`f_)rz`dRb?sGO4GCmKB2D>>u~3K6|b}GEARa%Z%7+dHj;^OsUO(# z=c)Lcy?q|9K93IA{h*mOYa1N&o7qeLr zw?pL2T};I`Wpq}5(9)M&zm?<;!*9uskw=Ya{R!uj8cTs=uCyQs@k>5(5fs_|fr@*J zX8uP_e;?jQoEkRjmj>V-7Y#e)>o1a^#}>T|#~awwG(|ab?)7q%rowO~A6QZ)>j%aL z)8z;T-Rl`=MTOQ5s(^Odks3ZNE;=g~c5X}|eHt`K#t$~2&(7LNlNwH%N9E~w)aKu@ zSe4=V!WZN%2J{hHdFO>b$<#WS7hQ9hXaUk7+vs28fMLTn_kGpr1z6cAG!Y5$ExA%q zQC<7IEP;aic=}hsOL{ccMpZzVxw56uTQu$ZVv+|%guGAAe*2Mc!{OWbJ2oV#JNElbV6H2e+>^ zXd)hzNCSh}nnu&WS1bUGKm zrghkPXWF|8MpD;VCRn)=(v&g#lFDuuRNr774)H|NPwF*65X#9q!cHyyy6_73GH_Js zCXI_qjrz_3zK#ihySX;bnAom&%P1LjS>w2^)%=i&Yfy?`TNt@VfHhm?m+}-fnKWCP zhEY_|MT?>oGPdHPc>FXkArYpoJEFq!5e24axmT=TqB5wiEaQb{dZd8Da5T!P{xRT3S~m9Hfx#Z}st?FS1l-wc(w1KqL?Ez?azk%fZW!p&Q5R z)3xvGyNE-i!Q8&8IIjAA+`O+)Vo6XS5gfc`@=ez(9`QQ|>K|X(MqPd{`)+pE4thFU z<|b0ZsHc@gJpq|DppWrzbl7nwsc#?a%(E}4Ja4wsM0 z9mpLfL+HPm6sY`jw%f7P9X`~&cs^*+N&WevUpe<_N!-u32XGOnf zw|!;FNH8UCkou$y-y$nE`>iHNr}DPn>~>cHRUwvK;19nO{|D}`$SeEA$}TnAWBfLQ zGL^R2e;Obb&MrrtdZvltAO=go63AM=aC9Bc)lrxX6vD{LmQ$AM;5H7 z^ew2W5MkUd#V2NwB1LNV97C7Nx9xj#`LSS1NMi}->C}4$x<+nAXmPng2lu9+x8jL-Q^3;ce6-CN#f+&8kEM%!1qs%h@*v)w@r(-}4k9 zivGUGF83`GbUl` zJQANA&k-|aB8uj!t=!JLTtmIXOVo4C{gGuh-6d@7|=o4UIGnx-A0q}GC>0#8Ydrn8XdsoG~yVzs;ngUOU~}w zUe3P<%)=X=V%X{+Nzeq=G#KGCAlIA<9xr0X8k%m%qgW0KlfAn>r^d#=!J2Bw9(<(z ztKZO6e|!0D|Ms^iAo`~Fu|s;t*2Q5~=qAuPNyR+66_|RE_e``6KBD;E`dii} z^dHCIvj{As&vT&-%NowaC8G4bEY~{z{6~qbzdj6a1kOllXWK^smng(xWTpE4#xQ0h zEWCi{L~^|SKA0qC2Pkh>=WpjuHJb|I*B0_f5fwkXmXYTU@cfHf&iW3ryc`v6P@}M}p zy@{9akM)5SQGvyC-Y?2^XT4?T6f;3ylwN!VoF*DQ1vrmjsV>rE`B$^#NjJxQ)>~T4 zu4)Miu#=5fd*Ax7#Yo1uxbfoIxtLSq9Xp+n!cgPAr`S0#c~m7sDmFt`IhD6B zUaJQ-#`9iVobxbOaSf)ViBG(99CoiC%EorbsS7($9!lsm62k?qk`u zOkR#)ouvy$Yg01;pVr6DF9|gWF9|-VtrptrvDr`dP9`3_XPH@*J*o%X*2=eIu?Qau zVb|Guomb#QkMHrxSjA}-r+U_?(w5w*Y+d>ISZ#l&w%Qg=;fT`y8-JhJHb>SxXJVtw zTc?e~pkK?H_U&m2zHQ^3_TDx}Hl0;n9sQMH+;DKMP6P^q`E())h%O<**i9w%8p1jHAJj~gtcok>LmW#+;+5^(U;niohB7Q2q=BrUPDLst%L9Vs~hS4122$55!CjhBeq}` znFUzKJ%mK@YbNkFH?Vn|YRh$jLG;sx>O)D$5v>wKzFE;xuWlc57f*TSVoc(N|*=^l;0l#Zv-E>0=}u)y=x8T7Ms){S+ZFOx!?fmSeL=umF|8IVLP8Lr9GQM zbxy*3D&`dFwGoCf^s*PCPhwv0-`WaekAq;dXJS~(jtVz|`hU80kTQ4xnFUbQuZ6Lx z4aDFND0WSw1Gp=2KPisv<@HOk|H6ILNVM^d>MB42hY57Y?$x>QdhkhP_NYFj`uM}7 z#OeH}_TcP9Z_9$kp{NGjLyYZn19nzN@0AJp>yC`!(JqZ!Z@pQ4kh(eM={X<)_q05J zLq#0Y{ENxr4j#Ec|7Ha=+zkdjUe_Phmew@^ijskQY3i@le!`DM?{Z7$fB10@i$@wh z(v7aISW0!b9^)dLJEO1;qdu?jbAsNzFLc{H`f7;kLj~u!%?tNoSKZI?{E;1R!?d0K zT?qQ72r)SMF8vCLx;uj{Edt;v1^aGwJ?=n?_pqu zE@@!^Md|JiQBVm%x{-#VyHi1=yBh&%hmdBFZX{;tkQh27hUU+8-}m)AuYPOI+gaNwxcoiA*)N?%O<-nOEkpq;6t~JPAy%=sy=`(P|i?o9U@NkeGhShpHi(Hy2T+yTQMr3LNO&3d1zJsa!H63=%n~}dTSNzsf z8cOCc7beafecC1K{H8GiEOMY|z-LW;{u*ImELJKerxEbhTlBsWqwT(02OS4phDYkf zkCl=g0|FmN11MfwIDSh*f)|!tI3u8myWmTu#M?-C*h{RBEWxZ9y(&JR9*HB>i38XZ zF!v|_9FmSdEvZwidSk8cQx*rtpAym1R-*~lPc61gF!@v3v+rK9U7{!@+xIeLEG&i{ zBd`5!WJfXlgYW}yTi1DNkKb9D&+T9iVh*B@-?nRvvh} z{DS$V-QW@3IDoy@>?jpfEZBPdfC~)#@u_+BbyCzwxq4(GSaCiK9`WSu3>GW@*Kqz; z>rnNYyHwny@ydC5l(acr)Il04k zU>nO9Kh!ee_+_}x?=&o+bocw`W3V+H=@mY+FdLPU0GcAdo;JI+JYc$;)RW zew;uyx$KYWhBdB|x%9#jZlOitJ(TEdCP@$pq}f}>@hc;J#` zT1X+Dcas7vBIA95Fg8duhUd47@yUOihD&ebb;TuIIA@e3F)zhYk9P?gYalCmwSEd3 zo}Hw3+3Etr6U(qK8IWOXQJ0s85Wdo_-i~2x-{EDdYN5=HCM1B=VIphp)H+e>iU~{Z z3A?Kbn!eNP2Qdka&$pa=R7g{QDVu7KuAX=(Zt&U5ceig~^%i$p31eqV&D=SgJc{PB zGgB1UGF8E9{oRC|xa3_=5-~E9)l_=Y@3Hv@NS5VH_+i3-_CCj5wUM6p5qn!Vu<)9| zj^LZdjYZS0&dsT-2`kR^f_{T-CGUxp>^V=Ko71pfk#u!FMExaJ7+T8bn>ybk4Jo)> z*>B%VeIXV5!irG}*5c>x^ME~b;ZLLbO2!lnXM%cYXJ&96rJQD$k3=7H;D+X7@S2+Q zfcvU-k)8g3N={w1uel{6_LM8Nq_!&%Zw6zt{bZx(^5s8<_=ziEXjrjRV2+7JT=m^7 zijIF-i)ujb5WMl4WJJ~zyq?y_2kogJ4Qv$?K%DWz|>KBIMXkmadw?2#v&5|vQ4_^X?Wy=-czZ?t1=V=S=PP?<4| z&faG1IaQV5uqh|X%+FV-oQ>aJU(RtYf)*Np(52SR@#t1W5ffajMJdC7H5ah8gG_gJ|Y#9!{BWAHQ z*LXE5mA}7+QE}8{P1>5|cF#@ag_{`i`PbSBa?)RQ;loYUCaI>cuo6?XCGShqrmp^( zv7@ev<{%wLS$Yxi} z-u(qE6IhIPgsqLDX_)M54-}Mt*X3Ch0ZmD&*B2B)iXj1ZRWc+mH!LEUl`O;u{^Zs; z%YBLPY-Gv@GOg>mgA-v!T^*A~OW`|>>dZYhv3{=@ERPrKm)`c|UeuRL9hh`T5uH7L zZGYMJ*N)VZi_)qXY|abfi$WJTLVwOT^=v5+Sz(EKEP4er3r~6thzB2m9Yy3F8llYUPR?WVwhipkFo= z8b~&w%LV)UcgYyLu1BA;39Gw3djkcFzSQDcT7Mh_A~h3X0NnMbLkdsM8%^M?Lyi1c z@mu*}{36Pr-#blwgyzcoZrw$NV{=Tz9hJ;+WAYp|cL zrerVMZ&Rabi|46KdAY4Ah~&cRUsE{B|21rC@Xszlb@6h zhTjazRY$voL`DV6mcpiF0Jv6^?N-4IU2PM)9Yy>MAQFyYZPPWnf+@svqwiNB8w)Qg zP#q{*>OdN}1~7Ij%{AmoWY3*TIxqTE1TedgY;->e#-G9^eMQdb>;~wxIw{=t)vKZB z8tBN;*V+BQaPF8WCbUIX7=fJ$h=Lb4vwU?UQhE2CajLfbK3E zHvFHs7rxW^_f56R>vs;8sHKi!S$>zw+K(bq8~$UKr&AnI1eX?j=4W(4M0s&e&C7{z z&CwP-wH;RP`gdt0(-8LSth%c6d2O-4evf_;iw>j4AUV>zhCmNfU-&sPV3exIExf!v zPBR08toI*DyG~JxUgBs0T?l?G&%%#!VRi$8cn7YCPas_@uvKf&t;L09lE#t>hK+31 z7d+8=an2kkS4~XUp1Zc?Pwqn#Z#|!qP%M+0=OK~VKOK=N>kiLh7v|?XU6`({O4mc3 z%&9B_{d|NEm!R8)6~dsUfx4Fn8Zk0#I$_Jl--%vGD948AK%91h*G@WCSdNju)^FO= z3x1rhkTYT1rt!tgweyPUq`Z6ICy0z&`)?ND$>%y@x=Y$&s^wt;Z~NiYw|Y^2${dgt zs9tG|%7S5|?{-~bx9YFvJs;cQRl5foQN_kx^u>AO^~Cm@Vyh71@m0i)4MA~7+t@kl zNs1-OELbu_UfRKZCx8#{hs>)PKQJFFPmx|~e>U&byAsu9s&I!;%C=Vla7(A= z_{NoZw4~kc$tk9p>Yol5L6z+sE?TS%*>g}dfSJRJ%2SKX+fhRtKSHV-y${8JANVst zQe5L`;?~o0hHC*MRTU6PWBC1}rTvHczGKPZr|Rpu#Ns?l>;jc`e<*YdM~$sCXhMbKB)UIX-#`z``~B0b+|Tqd zo6|FJ06{saa~RllR{do$5H(X(G3Vzu{(cq?M3Y)Ud6-gkuks6oHRt0;*{*qwI^hq| z)!6(bOc#gP{*3%@!amS1uJj)y&{(&JznI8%#K&X+7e*tj_OcS6a zX0aC2X|e2vcy+za%=I44AB4NwHkIYaA=2bzr0P(B6!B5KoFtIgpfNgIvoIQ4RGP~9 zCx6%@Yd)z33h z$g3qHZD;a)Mw)X>0qZ61d3JXVVzn4(TY2#9O99P{!XJBCcVz&Y_OL*j^~@h-*6IEc z7HEvgH4;>cgBH;QUiBy=y^byJAQ@@~uxyY>p}O21A5=<~(e?VUD!K>IVGLghB=ip; zoRv9ZVni;1WTNVihL_Eis|X7S3(-w}1>9+56CIG1qnL+_cJnde1*b-74HWI~>R8#H z3B#v~fLYzIldmP{wk2R+C~p0tYpYhuIgU1OFA1nSIwUg56#Bn@Y^Ph(mk}C2y~^TN zT>uw4aJOo;?8Wc)< zH;^o$lpn-#)A+Yd;)TA6`+pcOh*DmfZnBgRC|3gcnBC zL+X-P?9rS_X(*Abe*zOqIvfkF)=$!uyVW?Yt*G68Zw0%_S86%%0~KHeei<{2Jq|=9m|DQpETZ*RSdjq{e!xSR{M0O zoS3_ca62Xy#GXcY*)|vUsGmOg&3796(QQ9|rw*qog(cIN<%Q(lsJExQJ5t*s8#Uv= zYzvDjB(0K|Zum?8lV>w767ykpPIfil! z4qe;Lj^;FdA$nqFPYyz2mKbaKCwqmp4qP^hd@-~jVEv(xtnL7F!$SL^yu&Zp z1LJt~lUx@8kS`{1euNJveOr3I_lFz-cp41pNZ>)$T1Yt1bZi6$6le% zglq)1Xs?}m>%p1)()a2wGncI_-^Xg^l>(<8p&%@9)u_)5K;loiQm4D_n}1Vyk1~Fy zuQx+(0>XFm~=jA*HqHYez zwhFqyKGbo>FvJ7=z5p(sgW&|jP!i6Zu-#eWbA8)$I z@iE?6muQGGpU12`}{G*JEx` zvaKdHAts#)+fC!svof=GJQGOjKkGd~z0dQN-&RYt^-cWD_U@wJxZFEXZ^UZBu5D%p zxQ2gzX39&Ds+ef?O>9S$)Se~xx^Pa_y`1Req!InZ=$|GtYs+DoVxy;Ohi8&o)uz-| z&%)6k5iK|0`c_s`3%JYI`Jr71?C|tq!sc$=;aNYxQ!1}V=jOBS-i~r(oX>tenaq|h z@q8mea(tayh^Q<$vk=IcH2AtvsNbZkNv|BQ_x`)JUUCBgY~5NxOsCyXjPs^NL-?xU zwF;JY^i#Kst{=VFiQOEn)Qo!es?Gi^fmvM<`Vn)`5)W91Mk_zoB9v>={BA$OCi6Gm z@r<;tTswk_EXUkZCiT92FDq@{*`P;xiroBJ^uC_%2r87sa2A zzteP$XCfrmAX0vkuHM^!AN(X2x}7YUCg4`l8lbZ+a0Og5Rg<%v1Gkl5y^ zC$p`DCK2YUtD?*!EMw^3#w>{DT12?So{s*+$dM6}{9vs)_*80Aubo7wIOn$`Z&`AP zO%FB{9@yD@rNy8>8dsCH9suLcU(QjjL2_6b43KTEtluJsPgE4HF~rd38jYD6-U;WX zs!joCs0HY2!Yw!Ct!ViAoA+Z!y}mWP2+LFVdN_7RpBdMss0dIXIf4G8vuFP=E#WNK zmoO<)YlXCDc9Y$9mHc4?#bjX@kgo*X0X$aU+;Vb3#dnekA$q`|@HY&gO&|3-su^=YP!dthW_WE9^kJRA*v z%32}CJhT%|#+9`^7e|<`9d3f{Sh}QC`k9-W+6``Dq8oB5TgkIFL7Ng_71qTqS3pOT zhpc4AXu?}n+Vxiq%^+Hh=@MJqR+ZVB+xkp7ASKD)3z_zrl)5!h#ULRUj%V*M(y8As zkE-Sk`4tysglHm|v@*EP3a+v*7#;aJ2pu$5&$&D@@-*8X!h3o-LY~|m!3>(%%0sO* z-3Bn7Yu0xF;Ao$tp+vzrA(_{m4)cCAv(=?eV zTBtXj>nY5|CeU}Mb=rU^_+lO(Pq5rvAxTc%A|mVs{Vf;cQr8oK-L!ZZsJpXH!N0N; zTNgxUa|UaG+~|h_AYI0B~S}|ZWWbP)VP-0L)*CkfWMbR5Mg=UU6|{bmno zG{1p$AYAPpc996j5&$kMA080`IVrW>rUTZwt!e*_Bpa~S7}4CHI9f+2Nuqk&~tK8E9QG_3|=SmYU-fn z{c2<@li%J|0c!Ri10C0ymYmdElgs{58cUD3r-+(LmcjtVrY7o5P%=4~P~EqarudfkCrHxGcb3ovtD z#Dsh~7`hig2!oV02LP!wKN8IAWC$xW_TH6BjGnX;98n0drC?wI330#9_o1KSzFsb1 zYu%KD3Y0>q<_>rm57nxcA+%=>a#_;JKa~J4Wy!n!3_@EI`1EN=Ol9!fAmHo~H65@h zAa~qe{pFpv@oHRr zJhuJJpATb0xm{iZ+-YO7q*c@+rXY4Su5}h0Awc%c)MWhY;=(p#eRdEVv+L8ZLcy+W z+gJ(maQ4%-+4SAkerdP?BWxJN$E*lsK>MmMn3@6(^8}5UU4EL8AtT z8i2PSe+pzp#lpU-g3IkWPzdHS-$wnkQ|@nItOOQZAQykG2;GqsKM4j-#??s6V#T(d zdF7A~*RkbQlU3+*x;6PZUZOUn@_ZMd=rJ=@CweZJA=LoxPoP;06M(90(CC5tiJv8`Fn>KpKM;o-z15g3nTZxv}C0Vt_X0mm$^2rr1Z}I{Z$nW*8PtlXq8N@_^!zf{MY)oYONfXZS zklL!tPxyL*M%FsDx*KH#&X#6R$6CTLJSupK%nS3O(qQcus0-)ROKb^KccTR?Y9*GO zjmd74rC2yKVsf>dG7B)Ocyd6$?fP*82kqbuzegtvp5N7Jvoy_|@)?di4_1j)Oq+Vr zYxq-mTbC`%M`P8J=zRydeLYEICU7-ejA$X*Z5i7|{U`A|#F>bg1i$J2Q71vrO`$nT zIFXd=f;m&7+=C&+G*k8`LT5tBx+^iMi}ehX){%$-b6A9&i{z9j#w;TZ?P`jdGP7_# zoOK~cE?8gFl5dU00+E35XFU?H*}K&KJ=Scsd-e&?@~^&!Vbu6lH^zNrsB+k3EJ>m{ z+{wmO%-hso{BhvK{G?v2zVY?L_9+1th`-xFRVn7Dd*Q4i|Hs(`Re6BuI6I_hE!|wF zmNv}RwMw}9j-U+RNWN5}-=M`Rj-5w+&mcu&2cw+LNu{&L4?qnwc|T4qW$8#nYtb|~ zMmD9A@+#{7)L+rbD6ugG3f2zVMjHl;p&b!K5!r58ByFef8?{gf)_= zrf*3pi;4Y~e2q9zB%JSoyl=HU^RMN`=P*SNCl<}_m8Wv!Zt%f-Ts5*|k(0Qx2T>xZ z{0-)g(?u^waLmO?bF%X%Q|*`plS5K2g(@JU;=O|;H`}Fwh7WaQialc$7n{st(T?gB zwUOmMG0lxGzGJbn3JEJq%z z>qkGN2#IHKaiTU~Y}Q?WsBgl^o@TZT7D^1kyXlZyP$fYGw@b2(lwzo2pI+n}>7>>* zoIZ&cFl~8;_nCOo%pejAI2~E$+36qaKrKM0waFPB=m!aQvey3miKuwJG#dsINSymcpwJ&OKXmDwKc8TT->@5)gpqFDi>=mMb^3P~ZkAsZ^9fZ6;SODh z_hY=x@k^`2Pk{`u<%SURJxJx)ZN9C;(o931Tt&OENH2Av4CZRniA{Eqw5-iSvT~TVv=^4K|s?E<7JlFIwS!Nnu)wK{j zk9M8m9bZHnMvxaj!~S{KBo3dioS>^{IrDlYm8PTZDap~_HS9xbZfss*&azS5wEK(* zBjX7knYJwb<;}lB5#b(5$uhFV&9V}e&#uX=dm8^VLZ~+FJvzF1U&P#4rDg`7+rGry z5y?p<64bTmVM{W0BQC2HJ@#8)oHOPZw=ELwZ`<2<2oJjDzrAz9tUbsvb9wLH<&7J5z5in}8SY|Mea_8{Jq}~W%boT)zqf=AdU;dH|5~s- zcBS9+-ukc+yfaJ3g7W+kLmW(SId$H8GrX8c$VL}4-P-&RYi_x)n?!i{OikEro*c$g zuY9cqUf|eh#-rzDN}`FI_8z_9q%hUJ>8IzNR}w33Yw$`Pi)uHTBDwzbGVkpT9%=EU zMHBj~!12E7R?J!O{=1akw|BBR+!ESxj-DR59Qj<~uuxV3)3}h*EsE8`_V21AGYguY z&-N4em^q)vCFSJnX#$3=zm zbnZIQ=sct60^@;7GX0LYDBbR)*gjGz=(PmI!ElJZnIB_DsJcs#g0-0^54j8tmD9TO zJ(!bkI62Ii__!}PA)&^6DmmAEM7Z85@9|P>srZ-un$G-lLUB6JDr+Vt@gtpO! z94PcZt3tXnyBD>G2!dWBQV1+-kX9A4NXPuW&m;F=W&{i{*{iBgeSR&<{=*OJM)%Fr zLWkAqOfD+>hm(BHzwD|o_{!D9{6;!|Tt_GfV~|rX7Y1}rfr%Ek`2{|b!@+P}wB(P4 zgDE+^jCDPv&+EI>OKdB5E#bz#MkJ}uN=0>EaFdwtnd{6nCS5;ksSUO&-0ROdNQK@U z-VIf9>W;lR75fO}cZe)8T&<9V9-)e2Q>zYJ|VP?1Zs1j$tL7%Pm>-{q&46fDmuy%0P2ekA*kPWEwMT<@$UzG zA#ShPm;RH?F46aolUJe`!R=)#g6-wcYWA=vVd)v2op&HUq%h?Y5TJ@3?ruzbl;Zj< zz}U4|=q*}BEeS~$-0*2|5+1;-(2Rz)!fbTD~Dxa*Yh9(@en7j}8O|;`iQ?@KZ z({cdF;TkfKABLY*SJ*JrA71_(L*LwAw7L$w#P8|HPRlg#QlLLBlxDz3EhzkN_!P=2(X#S>vsP`TL2g|o;^VD(v(Z=Vu^1DQgAl@DRUv)Lx1T9Z4Bgpui! zeB4pKuo^}3;zv(~0)IhrPoCAWaN(-!^QxX|1zig}O zRgj;RsV>;Fq0*MKLfe{!^D_#JR_!$7l&q(F>xCau-Vk=qW3QsW`?BX(d5sJ(eTNcK z?5lYic9v`an|9k_Owe&=t-_Usq)ihO>bNf}gp=J5YtM|cSdWDLq)BC?2$8ak_~1Q_f4O9(OElz z$yAWN>b-@Ac6~4sZTl{X5J+?+B494&3~f;16&dlv;9d22%{7b!>}5n~C^U?YzhU%A zKIN@hAMoAVDYmBUwG#rPV@HelF|>j{ob_Yx5OO6fP(Mt?#;-ewcCMr&{;A^%=0q{d z7s0Um7r5+j*mdEbbn(4a5RRWQIbdgNa1(3E8>nHOM5BQfyfgOe3zOmp9&CNXei7bJ zT-{8Wb}zZbMX|mu4n`U?(m|NZR2uB;?Z&XVJZ%}(SHTCJEEM9G%WU$p8iprPy9x`e zYOi1=E^2+?GlJJy?iuAy5C*I=NQ(`x!P25eZry^^*&wVeiir5@zeShPL4GhE>yOo# z#JH5zbnc;(hC;OzvO5EzP8Gr6@{=mgvxnlY+YdHFs}Dvw4m0v8Wb6XLAm(SRZYos# zpvtbs37YD#Ggy^-x-kxf`47()-9m)?H=Hgo0Kw!;ed6hHG@9FLjL3 z>C;Y-BmU&D%SD~X!2f5;kr(2(PELC?RO_lNcYRt9z@G{ja6v?Jn}#oCmM*6Bj$y@e zds@zFsM@gH_p~vgTphNdzjkIQJ)j`r?9EfbS+=b8mLJnkH=-n&vj3(2E<|m+Ke#du z8b6WR$}qKt8uy3vbJMQzI*d=(n46}GYyQp;c1{061YtrS_8dKf*-^a}m z*!MSd91DBhyHCA+tujZ=2HI1>tiy2mV-Rd&;Rq0oo*rr|JVCY?-Um| z`lb#joLO8>1U%@k1FOf^bhHU70K&Af|4}at54>$e%Sb!!yY%>=GMX<9hJLQD11D-- zexr;(K%7YYLj%SIAumZEQ94@|`>`ZBzvm8w%jL)yX-0adH37tMu0CkP6SiRfx8Ko! zs9XP$%rm&BroXYLE|-}E3yqs{>!#^-3wGDM%_7jo_S#pkWRYksr~D}9(XHnj-99KJpZ5K1xZ zZQuZu*(@&Ulcc{JkJzVUM&&2CyvHlk6=3w^a;WZ5(7ijtBTq6%XxuMt=vKl+Qko5q z921Swa#1t*?oEoPPxDyUN!;W%c`a%HquTKfq1&C`(Kn+NmU>?=c3T?h89kJ5s{59C z`?2gNxY?E7rjPS0K|YGt_4O>U_>cH{#kBhD8U}lh(`PeK1g3UHP7-U65bnm=(he(5 zwW4k3!#KxSVlvVVi7MbuiZLNusr>MUzG3Epd}uu*4Y4o_xcOX0DboDi@Aw; zHzkgSRtd^gywloj}=!QyEG32U``@jA8Go43Ts>>A2LKRrubfcOG!DP=*rd&ak-6 zO)&EF6J{+1(cja0tUZLVxFYU6=~qaYW?r!}kD_`^JD}ZppqE*iZEvv_`Ig;0$1joj zPLyDZd5dlqh5L(aiz5t^D9(Ik!MQ`x!jEiPbZULbUZ*VF#(jjY^1B1*f?)C{O58Ab zE-O~2eVtAY!zp=Oav9%UI<4A-SH}X+5llT>CG3Eg965425Il9m!{9x-RJi9s_clyl zg-A)P8}Oq2f(_3DTyJAIO=UiCW$fOBEivVvp!S!k zzfpMvvGMY3Im@x`YNMpJ)qwnlgiRUn-={0kjdpAZPR7X=d;y#BP7d{W4PHk@=veyE zP~xz&%El?~=UWd4QFI@=rQ@Nt@CVX2`JX^&Y!H0vgiF>tefM{S06VaSeO=tb#iVRE zWJ02p*8i6>=a63V6I>(gP;J-Mj@gjwPqWlUniH7XXSY4P#EO<@+ z&V?KGEu`z2!{MY;D$Gel>7`05i%=p^{j+_9@|WvsKKJRSh_C=Puq|dG-3dO$Mk!xX z=Ag0wcRc3u5XT7(p$~G?68)J8-_VWjAuzTr0>KN4yr5500d+(m$SfhM2@{mme zU-4!~v?Zdw8L*17-q2?XoH{wCa=O;&@%F|gq>l)~g4=P(3r_}xApNA7pO_NL&0(6N6ju}rUv1G6p2B(FVzwa~Y&d|%N$r2_c8Ta+& zd8Vdnv7YNhP#i{XN(0!DnUkLt<>SU+!Q00B=KUed3AMUZYMWg@_QI%j#+Rejk|Q2> z6k+2jRFmw!>#K1P@%VR_kmIC!Ox<|TV)dCa&c<4VEb^Quil4j_d%Z3%rvDQ5GdKD7 zP($ny1+{AVxafOfGKVNmQ20a;eu|0%@2v18tKzXw(FsDF=IqLliIFx^PK-I=_mwG8 z9h|lJ6}c?32G@CfXNi9GyuDBJ!g-ByxvzMGJ$udJV09dt5wg@F5*Q~Lx}`yDI}CT; zquTs?-b{aSH)`FQ@y@5l+UI|a^q{r>rmxCUaF^uFaU@+{$Zlw_x`pIF79F+HSpXw> zXw=?1_x^$LF49mx-~zC54ixg|Lmbx4OgIV~JHH8Q=$K31$4{9Z5kAt>3d3aQZA9Q^ zv>iAknvh={s}1ey$)~rQg5t{h z5fbf(Gx4M;yfY!4KA)Z1bmSYF4o^|3KX$KwJ7XMf7^d-02%+)=3+>s=^~d_n#Z?83 zYzLy9EfaCe)OaH;cJ1@SsjRIwDVzAS_r=9(t}9x>z5$UFUlHPe2i@ zuzf_hv8aMhrfR6~N}7?=qo|09JA8?{D&aoz=uIi$g5yl+&a@rPi8CEVRk#gdmVE5{ zq939k0Ga9VtaA0YVoaJ=na!h7xseO zBke07G4|E;JP(VP7~Zhw(9;IitB>$;Sx|5aoC4x6D$j277Fr-D%s!+Ykw!)fM;|sI zQ!=zY9Uqf|^|M|ukKvua?yJ6@5$;1S)c5!Jmp3&D{7BSZj$oX0br9Tmk&eH3}OQgQYhjAno(EVSsh{0SO! zVW}W`!Ql~0$G0?Cf+k!Na*2*a(p_dUg~pNYQ*MzRvzC5os6|_K_PznHxbcgY)%bYX z{S0&)i`;5JXxtc9xCha=;K(WD4RE~Us2ZyGwEuMiy};1 z5x^g`z&!HP7^D>WLi%y(e{$>uvrHl zpd0VmybCWpxZ(?|t}KOrX&FPcl0Xxbwnk?LOL-W@UpFEQxJmxkZ>oP#`>!&aF5gmL z2|mjy4SM?1Si#-C+D^di-p%}ZHglJ`<5w)K&tz@FJ>b_%ZyYc{f|fS^#uQszUdux^ zXsaF+Gdby~zwetagM0i(hBiEW{t};r1key^k6Wzk_)ZTgLNN3K6z9WZ)fs3-zgQra z_-al8qpG9p=^~gpW(!;uEV_!sul*z%zS<7-%%*wqE-cUdk_=08#jdXD?&&$__2s~e z7<1)dE6l_g)crwW{4dxx7)Cbx{x3%t1u`d>JYoN@v6uX|h%3 zt_nXt%$WG@jp*L1Xau!P`E*8&`H$^RZT{TJRsf9K*&j|OFLBjMiA>J(wyqrv856J+ z@N@0m?pm`@$HUdL+=O)YE{WJ*OaLr9eRPc0K3ikAFbPcK12~np5);-O=mFj}39+6c zRyP0=m79F~_ay{GD{oe^0nNDk7n+6OkimhgVgfGo3xxl+i|BC-RJ-uRh)lWYmYZtT$XBF507_Fc zC-UH=c-`6f5(A2f0b%MgtfDMW=8nWYZf55X>##& z%T+VA-BoK5$c$;TyjhDp6-NbE@U$$2wHeRZ!mQbwNUxY#=L9r`X(-HV?Fibe=w+wYt(cp(+Ke#$HsT>$whM3y!H<u(y$Gf zGg3_dG&{DhJ!lRtT(d*p`eFnN7BZACHfW zwW7@$3%#!wW6i(>k}OtHD{rr}v#up5tI_DZobkExahMZk2j!O#1Z`iDOp*(~AIyCJ ziAy@&-ZdsH3*KL_J~|I2nMe(9_goe;WTa`4K zpy;#2jjEIA^oj!N(sGJ?tXFEM-q|W6jP{YL{?ngmiDw6X)h1UY?Mg=ncLCI5WU2d+ z`zBee%Q)zE(rczAu*V zLJvufR0F*X=`!VgqkWZ#ye+p_e+fVR$j zsORESRWCxIjWHTJM*Ml)m}+p9nSb?QZK%}R-QBf+z~XKOKHcG26Nd8XXZ52by=^w( zKg1~wPHhO(Ee=g3=j-3G3}%ycb%*mW(0G%i$JjW|7iQz{VmQiDuC<8FlPhP$bn2_eo@1nckpsM1Km9`{S06SG|QDMF-2d{mlYyL;!{1|cD;L8IHODgoy+7Kr*6aEC<2~zsd zSI#pY7X4kOI^&yVQVEmy=di^`<||p}R!^6QF;UtsOH@7t)1G=n#Gm>&z>Mn&rWfsK z%jq%m!6P;6yOQmmAO6_ilUV(SweJ#y(`hoF^Q*Bx8}Sa}Ok_0#@hzuhw0f`LTqABP zwKT+w4GMc<+H?7sYspC@8{(I=3A@(^AA{xrVt)j5yKSufu+RfzW2U_;b~D#KKcK6~ zbM?jq3(uh2gE>sJeP)=Du?#Y;qWUVRaiN7MDRBE=v-H>)^t4lsy{W}|&`ajDMb-GA zWSYU&LWJd45YBkNhaa!p%eT|seSA7g_N-UUE9H|nZ`_{g%2FmNk;{7MvPKXPIJGa| zT>LH$-)muXWUH!S|CR62Zi04;zJU-*@fO7%z>3{CZ~z&CQ%)Z0kZXe`rA|uJh4Tj( z1d6@r=-~Z-QKZuUFN!ppG8a!vA|A%g$WQ3*dzCF=$|4#JhCh`ze^W%Xu$@JV3Ddr6 z%qN%uznzWGM$M0)C{6M|S1e!O4#bMg#yWJJ`Nsa(2SnNH{IP+qGXv;t`kHjM#$HWl z?vAm}_)EOyqKA_lFY5r5l0D`HZtuRMx~sCchfE>N`3(S$x_rED^_yHYaHp?J*=#j$ z1@oac5~+hl#ffw-Tn z0o>xbqEFS6nzB!0^N%l*Ldbb%`Hs(pPLLDbGzJ;l4|xJ8@uI)-rJX_m#>tN{&p5FT)qwuf%1{AKg8*Ii zX5y%ixOyMP@c-eUI&>7UYXW|`lEVAu@gF+gG`*6|6qLpVE{N6QP6527J zSYkRq2|05F>AR&HjmZFT8E9ry|E50@NTeGRdnhxUm%sDCqcM2IZ2uvH{^p-HuF4?58CiWJxa%@;xR!k@ zPEeEfX-qDIemWr8TqpOUwC`Gg3-+zGuJ2=nO{IA!Biq+?lykNL_cvF4%V2^V3qMdk z;4OC1VE{pXsf*)$G0bGli0J#+(DO!uDxP#EY)a?4!O>d<5|6}ScyW)zr zt=+=iLV^~aK!Upz9yGWG*WeUhxE4+lG`PFFy9I)~74Git^0N0m=d}B6{eU$`8?(>; z^q&3hTTVq>b(!v%kp1va7#rJ;GI2m_Fp$1wAl-j{7?T@0n9S|9ZoNrEd~$QB$v1)4 zd7P|EoB0D#7F(r>byRxzeFe!Hy)efT3ye*i(%~k8(%dVjlG}YD{tuU6tjuw6UThZi!~A6 zihI&71oNt17$Z&m$G?!D#OOkp?}c(o?$HLz3$I`Juh}$R3gO4zx8_qW)JkE>yY$PQ zXDNApqZzrcL4xPYP==`)u772NUemfOMV(Jy3!dO?re1-_^>5tDD^_xI4>8GoGnBE) zJPUUJM^oDVUrj0h!`*t&$P?{h?&oPi9$|Y<6mGv+JkH`@Kr+I>S||w|T#h%P0_~88 z_9ns?Huqe|n7way^lKxY3zS4#}Q zQ_jIfgu1xdAqnt$*;%{%xS?>}N&id+ZfF+iBUpp;8$q89eQd+0jW|z7Wi=`Tu*4dD zi84yu>{N)dK)Ab|T3Gr?0S-wq#;#@$d+<;W-fsWUcs=4ybn%0jh*J`w$&MOBWaOVk z#BtVdMV)nNP2_F&;?WHvngEjCIkZ|LdL2ndlp!fIbp~9NSy}s9k~#o@o$@TP-RtV8 z?CU@@_Tz1HqvxGZpaWAXYKX-6_=2buX(UN0wtJv>s%s_Nf>7|$nmZ<|S0pn-WN8LqBiJpCzQ^0HT71|zbAnT0F2yeu zK_oS&MjFiYh-_h4uYeJvqcc83Ko(|V$It$vQ7jxQ;?Sv1{me|D;M9}#b@ zf%R#PckZ(3(rVs`IARMNf-%X?VbJOAPv;xCtLloAspic_0^O0QlfBsPLfE_6_O2$> zw+BWm8>J{+*J=K!u7Rc#o0iYSxB43e13@?Hd!CDb^!oaio}*R`Qw`DJ`D8V&{Z7g< zyjOFTHM+K)$PZ}$dTZ+JK4=!Q?!JHOre zs2%DiiVdvV63T$!`cfJe>_t4IcSNxD;q%w_w_!dciYB}e7rrIcfNhf~sBN58J$XZ|Xk6vrY8hf*h z4D<*9v;I;~&(|hPP#Brzym;{l(isj5j}E@c*^Y(@YKXC_Js-U}en3y;+#D~j> zu#XDMPw^&D*wmYjQy4P8^4+uy*qUT}tUa%AXE5c^ahH*L zGGPjzC$n|JGuBNEgGPqcdu<)%0}@vHZY zJWFbpsw+>Y61(crOVK?J)oJ~tNT_LiN6|>}J3DE~3b{veOb3Yp6e1>tQWOjJ@E2jt ztEBCOH}1Vt_Fhh_@DU