From cd0ec52ee03ce93077921712a62ba36fd7bd5412 Mon Sep 17 00:00:00 2001 From: knc6 Date: Sun, 14 Nov 2021 12:35:33 -0500 Subject: [PATCH 1/7] Pretrained model added, version update, README update, Adding more tests. --- README.md | 7 +- alignn/__init__.py | 2 +- alignn/alignn_train_folder.py | 176 ----------------------------- alignn/pretrained.py | 136 ++++++++++++++++++++++ alignn/scripts/pretrained_model.py | 60 ---------- alignn/scripts/train_folder.py | 43 +++++-- alignn/tests/test_prop.py | 30 ++++- setup.py | 4 +- 8 files changed, 208 insertions(+), 250 deletions(-) delete mode 100644 alignn/alignn_train_folder.py create mode 100644 alignn/pretrained.py delete mode 100644 alignn/scripts/pretrained_model.py diff --git a/README.md b/README.md index 8569c768..26eb8cf5 100644 --- a/README.md +++ b/README.md @@ -100,7 +100,12 @@ These scripts automatically download datasets from [Databases](https://jarvis-to Using pretrained models ------------------------- -All the trained models are distributed on [figshare](https://figshare.com/projects/ALIGNN_models/126478) and this [pretrained_model.py script](https://github.com/usnistgov/alignn/blob/develop/alignn/scripts/pretrained_model.py) can be applied to use them. +All the trained models are distributed on [figshare](https://figshare.com/projects/ALIGNN_models/126478) and this [pretrained.py script](https://github.com/usnistgov/alignn/blob/develop/alignn/pretrained.py) can be applied to use them. + +Web-app +------------ + +A basic web-app is for direct-prediction available at [JARVIS-ALIGNN app](https://jarvis.nist.gov/jalignn/) Notes: 1) If you are using GPUs, make sure you have a compatible dgl-cuda version installed, for example: dgl-cu101 or dgl-cu111. diff --git a/alignn/__init__.py b/alignn/__init__.py index 5eb23f4a..988435b9 100644 --- a/alignn/__init__.py +++ b/alignn/__init__.py @@ -1,2 +1,2 @@ """Version number.""" -__version__ = "2021.11.11" +__version__ = "2021.11.12" diff --git a/alignn/alignn_train_folder.py b/alignn/alignn_train_folder.py deleted file mode 100644 index 61b41178..00000000 --- a/alignn/alignn_train_folder.py +++ /dev/null @@ -1,176 +0,0 @@ -"""Module to train for a folder with formatted dataset.""" -import csv -import os -import sys -from jarvis.core.atoms import Atoms - -# from jarvis.core.graphs import Graph -# from alignn.models.alignn import ALIGNN -from alignn.data import get_train_val_loaders -from alignn.train import train_dgl -from alignn.config import TrainingConfig -from jarvis.db.jsonutils import loadjson -import argparse - -parser = argparse.ArgumentParser( - description="Atomistic Line Graph Neural Network" -) -parser.add_argument( - "--root_dir", - default="./", - help="Folder with id_props.csv, poscars", -) -parser.add_argument( - "--config_name", - default="alignn/examples/sample_data/config_example.json", - help="Name of the config file", -) - -parser.add_argument( - "--keep_data_order", - default=False, - help="Whether to randomly shuffle samples, True/False", -) - -parser.add_argument( - "--classification_threshold", - default=None, - help="Floating point threshold for converting into 0/1 class" - + ", use only for classification tasks", -) - -parser.add_argument( - "--batch_size", default=None, help="Batch size, generally 64" -) - -parser.add_argument( - "--output_dir", - default="./", - help="Folder to save outputs", -) - - -def train_for_folder( - root_dir="examples/sample_data", - config_name="config.json", - keep_data_order=False, - classification_threshold=None, - batch_size=None, - output_dir=None, -): - """Train for a folder.""" - # config_dat=os.path.join(root_dir,config_name) - id_prop_dat = os.path.join(root_dir, "id_prop.csv") - config = loadjson(config_name) - if type(config) is dict: - try: - config = TrainingConfig(**config) - except Exception as exp: - print("Check", exp) - - config.keep_data_order = keep_data_order - if classification_threshold is not None: - config.classification_threshold = float(classification_threshold) - if output_dir is not None: - config.output_dir = output_dir - if batch_size is not None: - config.batch_size = int(batch_size) - with open(id_prop_dat, "r") as f: - reader = csv.reader(f) - data = [row for row in reader] - - dataset = [] - n_outputs = [] - multioutput = False - lists_length_equal = True - for i in data: - info = {} - poscar_name = i[0] - poscar_path = os.path.join(root_dir, poscar_name) - atoms = Atoms.from_poscar(poscar_path) - info["atoms"] = atoms.to_dict() - info["jid"] = poscar_name - - tmp = [float(j) for j in i[1:]] # float(i[1]) - if len(tmp) == 1: - tmp = tmp[0] - else: - multioutput = True - info["target"] = tmp # float(i[1]) - n_outputs.append(info["target"]) - dataset.append(info) - if multioutput: - lists_length_equal = False not in [ - len(i) == len(n_outputs[0]) for i in n_outputs - ] - - # print ('n_outputs',n_outputs[0]) - if multioutput and classification_threshold is not None: - raise ValueError("Classification for multi-output not implemented.") - if multioutput and lists_length_equal: - config.model.output_features = len(n_outputs[0]) - else: - # TODO: Pad with NaN - if not lists_length_equal: - raise ValueError("Make sure the outputs are of same size.") - else: - config.model.output_features = 1 - ( - train_loader, - val_loader, - test_loader, - prepare_batch, - ) = get_train_val_loaders( - dataset_array=dataset, - target=config.target, - n_train=config.n_train, - n_val=config.n_val, - n_test=config.n_test, - train_ratio=config.train_ratio, - val_ratio=config.val_ratio, - test_ratio=config.test_ratio, - batch_size=config.batch_size, - atom_features=config.atom_features, - neighbor_strategy=config.neighbor_strategy, - standardize=config.atom_features != "cgcnn", - id_tag=config.id_tag, - pin_memory=config.pin_memory, - workers=config.num_workers, - save_dataloader=config.save_dataloader, - use_canonize=config.use_canonize, - filename=config.filename, - cutoff=config.cutoff, - max_neighbors=config.max_neighbors, - output_features=config.model.output_features, - classification_threshold=config.classification_threshold, - target_multiplication_factor=config.target_multiplication_factor, - standard_scalar_and_pca=config.standard_scalar_and_pca, - keep_data_order=config.keep_data_order, - output_dir=config.output_dir, - ) - - train_dgl( - config, - train_val_test_loaders=[ - train_loader, - val_loader, - test_loader, - prepare_batch, - ], - ) - - # train_data = get_torch_dataset( - - -def cli(): - """Run command line.""" - # if __name__ == "__main__": - args = parser.parse_args(sys.argv[1:]) - train_for_folder( - root_dir=args.root_dir, - config_name=args.config_name, - keep_data_order=args.keep_data_order, - classification_threshold=args.classification_threshold, - output_dir=args.output_dir, - batch_size=(args.batch_size), - ) diff --git a/alignn/pretrained.py b/alignn/pretrained.py new file mode 100644 index 00000000..a8f29971 --- /dev/null +++ b/alignn/pretrained.py @@ -0,0 +1,136 @@ +"""Module to download and load pre-trained ALIGNN models.""" +import requests +import os +import zipfile +from tqdm import tqdm +from alignn.models.alignn import ALIGNN, ALIGNNConfig +import tempfile +import torch +import sys +from jarvis.db.jsonutils import loadjson +import argparse +from jarvis.core.atoms import Atoms +from jarvis.core.graphs import Graph + +all_models = loadjson( + str(os.path.join(os.path.dirname(__file__), "pretrained_models.json")) +) + + +parser = argparse.ArgumentParser( + description="Atomistic Line Graph Neural Network Pretrained Models" +) +parser.add_argument( + "--model_name", + default="jv_formation_energy_peratom_alignn", + help="Choose a model from these " + + str(len(list(all_models.keys()))) + + " models:" + + ", ".join(list(all_models.keys())), +) + +parser.add_argument( + "--file_format", default="poscar", help="poscar/cif/xyz/pdb file format." +) + +parser.add_argument( + "--file_path", + default="alignn/examples/sample_data/POSCAR-JVASP-10.vasp", + help="Path to file.", +) + +parser.add_argument( + "--cutoff", + default=8, + help="Distance cut-off for graph constuction" + + ", usually 8 for solids and 5 for molecules.", +) + + +device = "cpu" +if torch.cuda.is_available(): + device = torch.device("cuda") + + +def get_prediction( + model_name="jv_formation_energy_peratom_alignn", + atoms=None, + cutoff=8, +): + """Get model with progress bar.""" + tmp = all_models[model_name] + url = tmp[0] + output_features = tmp[1] + zfile = model_name + ".zip" + path = str(os.path.join(os.path.dirname(__file__), zfile)) + if not os.path.isfile(path): + response = requests.get(url, stream=True) + total_size_in_bytes = int(response.headers.get("content-length", 0)) + block_size = 1024 # 1 Kibibyte + progress_bar = tqdm( + total=total_size_in_bytes, unit="iB", unit_scale=True + ) + with open(path, "wb") as file: + for data in response.iter_content(block_size): + progress_bar.update(len(data)) + file.write(data) + progress_bar.close() + zp = zipfile.ZipFile(path) + names = zp.namelist() + for i in names: + if "checkpoint_" in i and "pt" in i: + tmp = i + # print("chk", i) + # print("Loading the zipfile...", zipfile.ZipFile(path).namelist()) + data = zipfile.ZipFile(path).read(tmp) + model = ALIGNN( + ALIGNNConfig(name="alignn", output_features=output_features) + ) + new_file, filename = tempfile.mkstemp() + with open(filename, "wb") as f: + f.write(data) + model.load_state_dict(torch.load(filename, map_location=device)["model"]) + model.to(device) + model.eval() + if os.path.exists(filename): + os.remove(filename) + + # print("Loading completed.") + g, lg = Graph.atom_dgl_multigraph(atoms, cutoff=float(cutoff)) + out_data = ( + model([g.to(device), lg.to(device)]) + .detach() + .cpu() + .numpy() + .flatten() + .tolist() + ) + return out_data + + +if __name__ == "__main__": + args = parser.parse_args(sys.argv[1:]) + model_name = args.model_name + file_path = args.file_path + file_format = args.file_format + cutoff = args.cutoff + if file_format == "poscar": + atoms = Atoms.from_poscar(file_path) + elif file_format == "cif": + atoms = Atoms.from_cif(file_path) + elif file_format == "xyz": + atoms = Atoms.from_xyz(file_path, box_size=500) + elif file_format == "pdb": + atoms = Atoms.from_pdb(file_path, max_lat=500) + else: + raise NotImplementedError("File format not implemented", file_format) + + out_data = get_prediction( + model_name=model_name, cutoff=float(cutoff), atoms=atoms + ) + + print("Predicted value:", model_name, file_path, out_data) + + +# x = get_model() +# print(x) diff --git a/alignn/scripts/pretrained_model.py b/alignn/scripts/pretrained_model.py deleted file mode 100644 index 09441744..00000000 --- a/alignn/scripts/pretrained_model.py +++ /dev/null @@ -1,60 +0,0 @@ -"""Module to download and load pre-trained ALIGNN models.""" -import requests -import os -import zipfile -from tqdm import tqdm -from alignn.models.alignn import ALIGNN, ALIGNNConfig -import tempfile -import torch - -device = "cpu" -if torch.cuda.is_available(): - device = torch.device("cuda") - - -def get_model( - url="https://figshare.com/ndownloader/files/31458679", - output_features=1, - tag="jv_formation_energy_peratom_alignn", -): - """Get model with progress bar.""" - zfile = tag + ".zip" - path = str(os.path.join(os.path.dirname(__file__), zfile)) - if not os.path.isfile(path): - response = requests.get(url, stream=True) - total_size_in_bytes = int(response.headers.get("content-length", 0)) - block_size = 1024 # 1 Kibibyte - progress_bar = tqdm( - total=total_size_in_bytes, unit="iB", unit_scale=True - ) - with open(path, "wb") as file: - for data in response.iter_content(block_size): - progress_bar.update(len(data)) - file.write(data) - progress_bar.close() - zp = zipfile.ZipFile(path) - names = zp.namelist() - for i in names: - if "checkpoint_" in i and "pt" in i: - tmp = i - print("chk", i) - print("Loading the zipfile...", zipfile.ZipFile(path).namelist()) - data = zipfile.ZipFile(path).read(tmp) - model = ALIGNN( - ALIGNNConfig(name="alignn", output_features=output_features) - ) - new_file, filename = tempfile.mkstemp() - with open(filename, "wb") as f: - f.write(data) - model.load_state_dict(torch.load(filename, map_location=device)["model"]) - model.to(device) - model.eval() - if os.path.exists(filename): - os.remove(filename) - - print("Loading completed.") - return model - - -x = get_model() -print(x) diff --git a/alignn/scripts/train_folder.py b/alignn/scripts/train_folder.py index 3a7ae676..6b07cd3c 100644 --- a/alignn/scripts/train_folder.py +++ b/alignn/scripts/train_folder.py @@ -3,9 +3,6 @@ import os import sys from jarvis.core.atoms import Atoms - -# from jarvis.core.graphs import Graph -# from alignn.models.alignn import ALIGNN from alignn.data import get_train_val_loaders from alignn.train import train_dgl from alignn.config import TrainingConfig @@ -18,7 +15,7 @@ parser.add_argument( "--root_dir", default="./", - help="Folder with id_props.csv, poscars", + help="Folder with id_props.csv, structure files", ) parser.add_argument( "--config_name", @@ -26,6 +23,10 @@ help="Name of the config file", ) +parser.add_argument( + "--file_format", default="poscar", help="poscar/cif/xyz/pdb file format." +) + parser.add_argument( "--keep_data_order", default=False, @@ -43,6 +44,10 @@ "--batch_size", default=None, help="Batch size, generally 64" ) +parser.add_argument( + "--epochs", default=None, help="Number of epochs, generally 300" +) + parser.add_argument( "--output_dir", default="./", @@ -56,6 +61,8 @@ def train_for_folder( keep_data_order=False, classification_threshold=None, batch_size=None, + epochs=None, + file_format="poscar", output_dir=None, ): """Train for a folder.""" @@ -75,6 +82,8 @@ def train_for_folder( config.output_dir = output_dir if batch_size is not None: config.batch_size = int(batch_size) + if epochs is not None: + config.epochs = int(epochs) with open(id_prop_dat, "r") as f: reader = csv.reader(f) data = [row for row in reader] @@ -85,11 +94,27 @@ def train_for_folder( lists_length_equal = True for i in data: info = {} - poscar_name = i[0] - poscar_path = os.path.join(root_dir, poscar_name) - atoms = Atoms.from_poscar(poscar_path) + file_name = i[0] + file_path = os.path.join(root_dir, file_name) + if file_format == "poscar": + atoms = Atoms.from_poscar(file_path) + elif file_format == "cif": + atoms = Atoms.from_cif(file_path) + elif file_format == "xyz": + # Note using 500 angstrom as box size + atoms = Atoms.from_xyz(file_path, box_size=500) + elif file_format == "pdb": + # Note using 500 angstrom as box size + # Recommended install pytraj + # conda install -c ambermd pytraj + atoms = Atoms.from_pdb(file_path, max_lat=500) + else: + raise NotImplementedError( + "File format not implemented", file_format + ) + info["atoms"] = atoms.to_dict() - info["jid"] = poscar_name + info["jid"] = file_name tmp = [float(j) for j in i[1:]] # float(i[1]) if len(tmp) == 1: @@ -171,4 +196,6 @@ def train_for_folder( classification_threshold=args.classification_threshold, output_dir=args.output_dir, batch_size=(args.batch_size), + epochs=(args.epochs), + file_format=(args.file_format), ) diff --git a/alignn/tests/test_prop.py b/alignn/tests/test_prop.py index 37194103..b69505bc 100644 --- a/alignn/tests/test_prop.py +++ b/alignn/tests/test_prop.py @@ -3,10 +3,12 @@ import matplotlib.pyplot as plt import numpy as np from alignn.train import train_dgl - -plt.switch_backend("agg") +from alignn.pretrained import get_prediction from sklearn.metrics import mean_absolute_error import os +from jarvis.core.atoms import Atoms + +plt.switch_backend("agg") config = { "dataset": "dft_2d", @@ -66,6 +68,17 @@ def test_models(): print() print() + config["model"]["name"] = "alignn_layernorm" + t1 = time.time() + result = train_dgl(config) + t2 = time.time() + print("Total time", t2 - t1) + print("train=", result["train"]) + print("validation=", result["validation"]) + print() + print() + print() + config["model"]["name"] = "cgcnn" config["write_predictions"] = False config["save_dataloader"] = False @@ -202,5 +215,18 @@ def test_models(): """ +def test_pretrained(): + box = [[2.715, 2.715, 0], [0, 2.715, 2.715], [2.715, 0, 2.715]] + coords = [[0, 0, 0], [0.25, 0.2, 0.25]] + elements = ["Si", "Si"] + Si = Atoms(lattice_mat=box, coords=coords, elements=elements) + prd = get_prediction(atoms=Si) + print(prd) + cmd1 = "python alignn/pretrained.py" + os.system(cmd1) + + +# test_pretrained() # test_runtime_training() + # test_models() diff --git a/setup.py b/setup.py index 1daa8392..0fa550aa 100644 --- a/setup.py +++ b/setup.py @@ -10,7 +10,7 @@ setuptools.setup( name="alignn", - version="2021.11.11", + version="2021.11.12", author="Kamal Choudhary, Brian DeCost", author_email="kamal.choudhary@nist.gov", description="alignn", @@ -35,7 +35,7 @@ # scripts=["alignn/alignn_train_folder.py"], entry_points={ "console_scripts": [ - "alignn_train_folder=alignn.alignn_train_folder:cli" + "train_folder=alignn.train_folder:cli" ], }, long_description=long_description, From b5a8cca28b2b93f2700003f2433e87e3c1902f34 Mon Sep 17 00:00:00 2001 From: knc6 Date: Sun, 14 Nov 2021 12:48:32 -0500 Subject: [PATCH 2/7] Add json. --- alignn/pretrained_models.json | 41 +++++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) create mode 100644 alignn/pretrained_models.json diff --git a/alignn/pretrained_models.json b/alignn/pretrained_models.json new file mode 100644 index 00000000..52821992 --- /dev/null +++ b/alignn/pretrained_models.json @@ -0,0 +1,41 @@ +{ + "jv_formation_energy_peratom_alignn":["https://figshare.com/ndownloader/files/31458679",1], + "jv_optb88vdw_total_energy_alignn":["https://figshare.com/ndownloader/files/31459642",1], + "jv_optb88vdw_bandgap_alignn":["https://figshare.com/ndownloader/files/31459636",1], + "jv_mbj_bandgap_alignn":["https://figshare.com/ndownloader/files/31458694",1], + "jv_spillage_alignn":["https://figshare.com/ndownloader/files/31458736",1], + "jv_slme_alignn":["https://figshare.com/ndownloader/files/31458727",1], + "jv_bulk_modulus_kv_alignn":["https://figshare.com/ndownloader/files/31458649",1], + "jv_shear_modulus_gv_alignn":["https://figshare.com/ndownloader/files/31458724",1], + "jv_n-Seebeck_alignn":["https://figshare.com/ndownloader/files/31458718",1], + "jv_n-powerfact_alignn":["https://figshare.com/ndownloader/files/31458712",1], + "jv_magmom_oszicar_alignn":["https://figshare.com/ndownloader/files/31458685",1], + "jv_kpoint_length_unit_alignn":["https://figshare.com/ndownloader/files/31458682",1], + "jv_avg_elec_mass_alignn":["https://figshare.com/ndownloader/files/31458643",1], + "jv_avg_hole_mass_alignn":["https://figshare.com/ndownloader/files/31458646",1], + "jv_epsx_alignn":["https://figshare.com/ndownloader/files/31458667",1], + "jv_mepsx_alignn":["https://figshare.com/ndownloader/files/31458703",1], + "jv_max_efg_alignn":["https://figshare.com/ndownloader/files/31458691",1], + "jv_ehull_alignn":["https://figshare.com/ndownloader/files/31458658",1], + "jv_dfpt_piezo_max_dielectric_alignn":["https://figshare.com/ndownloader/files/31458652",1], + "jv_dfpt_piezo_max_dij_alignn":["https://figshare.com/ndownloader/files/31458655",1], + "jv_exfoliation_energy_alignn":["https://figshare.com/ndownloader/files/31458676",1], + "mp_e_form_alignnn":["https://figshare.com/ndownloader/files/31458811",1], + "mp_gappbe_alignnn":["https://figshare.com/ndownloader/files/31458814",1], + "qm9_U0_alignn":["https://figshare.com/ndownloader/files/31459054",1], + "qm9_U_alignn":["https://figshare.com/ndownloader/files/31459051",1], + "qm9_alpha_alignn":["https://figshare.com/ndownloader/files/31459027",1], + "qm9_gap_alignn":["https://figshare.com/ndownloader/files/31459036",1], + "qm9_G_alignn":["https://figshare.com/ndownloader/files/31459033",1], + "qm9_HOMO_alignn":["https://figshare.com/ndownloader/files/31459042",1], + "qm9_LUMO_alignn":["https://figshare.com/ndownloader/files/31459045",1], + "qm9_ZPVE_alignn":["https://figshare.com/ndownloader/files/31459057",1], + "hmof_co2_absp_alignnn":["https://figshare.com/ndownloader/files/31459198",5], + "hmof_max_co2_adsp_alignnn":["https://figshare.com/ndownloader/files/31459207",1], + "hmof_surface_area_m2g_alignnn":["https://figshare.com/ndownloader/files/31459222",1], + "hmof_surface_area_m2cm3_alignnn":["https://figshare.com/ndownloader/files/31459219",1], + "hmof_pld_alignnn":["https://figshare.com/ndownloader/files/31459216",1], + "hmof_lcd_alignnn":["https://figshare.com/ndownloader/files/31459201",1], + "hmof_void_fraction_alignnn":["https://figshare.com/ndownloader/files/31459228",1] +} + From 969780bddbf0ec713c0123401e493080a4cc6e9e Mon Sep 17 00:00:00 2001 From: Kamal Choudhary Date: Sun, 14 Nov 2021 12:59:48 -0500 Subject: [PATCH 3/7] Add files via upload --- alignn/tex/MP.PNG | Bin 0 -> 20849 bytes alignn/tex/jv.PNG | Bin 0 -> 103768 bytes alignn/tex/jv2.PNG | Bin 0 -> 88556 bytes alignn/tex/jvclass.PNG | Bin 0 -> 62036 bytes alignn/tex/qm9.PNG | Bin 0 -> 65291 bytes 5 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 alignn/tex/MP.PNG create mode 100644 alignn/tex/jv.PNG create mode 100644 alignn/tex/jv2.PNG create mode 100644 alignn/tex/jvclass.PNG create mode 100644 alignn/tex/qm9.PNG diff --git a/alignn/tex/MP.PNG b/alignn/tex/MP.PNG new file mode 100644 index 0000000000000000000000000000000000000000..212293e98500ce98a4ee55dabb21ddc1b0713958 GIT binary patch literal 20849 zcmcG$by!qy`}Qk*X{4nD=^Q{9kP=Dh5P=yw2kD_iLQ+7a22i>rmF|?5mR7okLAtwh zulYXD-p4-nvESo;|M~p^1I&VTuXSJ7b>HjyoG0P0Unvn0JSKSX-~o|}vb^?#2bj6Q z*SUB&z~|Nn)Uv<}hMTsM+=H@V`c2>)EE`!3;D?nlgf|x0!1wqr$_8!^9+1C7e_$+F zGkQIEpoOC%FAMQ9-9_ThJ5Jp6x-K(@u)KtPdV_e4uO-j*GL=j98EZN8BgxUY{3g`hm{GyLIPme>==j`Cp&pOPlzvWKC5ef83sy z2kdh9ZVEYquTb}Q^-Wh>#Z9Q2HPOi1vu(5c#-@V~!pIATldIS&KJHzYKMK?d+cy*C z{=(=JjuBtYwgsDxh}`c|w_PYyewQt`GWs!eF%o0dp*Qm26r-17@ z&zSdvmi}WZdGs+sN)7aMwNW&jaqK zBzNsJc^ov>LfxtI)8DGrkE-&xr#Url&MW+!-5yor-yIfTPd_?mv+x@gnS<+;nMu4j ztBl!gJ#X1RHEsFgP~K9I98$+V|U^^E(J;+-Z3p>QL5@cl}FAY81Ko%5%%~ zvR`kZOV)1giN|#IbiAAGoX^5>hE>xwa(_W`nRa9&TIyBS(m}xU&a?IS zYZK>-zxYV%)`O6}e;6-h8gP1N_B`sF+?{>q<{DX}#d4Z}p_`o1sx2(Hm_z0NJCldJUR0j<3z z``%Nq;PQam?I!7)za*=*3gP~Kzk?YdQuiYD4I1Z@^{utnz0!Aod`=bpFFF|$x8E7x z-Z9=^^fs+a?!P}q1p3S`Gkn*mDfG|>{%T|O@bhBNMDgw0C>6`CY!W})P1ZB}jma;Il7@O5-_01>D01W*4KJeV1kE%#~*UfM?U4i~ZM?q_4E< z4}0j6M#eZfzrNF+k(Pe?V=-t+(`Gh+D93cf!Spy)@YVJET?ex{zNVe3Rc}Xl@5S{< zz}=VxjJRi%(DWc^bnR5%qswEfvS;RRDC2_U^~^|yL*#6l<6iUeu$v{9*>KYQ)nxtC zb+E|&&AN2b)WsA!8rbiSLY-0%k=+=*M+uziE*Y%gyV4>MT1+ArL{DX>vL+4~?+!wJlt!E$&L*|&SasuJjf-5^hgOeBHPQ6P z07<^EQ23V(CpKnW846kIEa|wihPd&Ivm{E_^XpRe^p>AV?Qd^Z zIHkEUroi&uSr{cz;Uv8;ZZ|de{jcXxRH2<RuV!eO;rs`T@hYES zq`0iH=mM{o;)2q$-T$_s=dnY4-Lev*c;9zjLg97m7PK66on9RMGRN# z3l5W9_qw=g&;gL`K4sO37p_;p%&VQ}OWzjmq~XthF^W6Of3eDq6m30>THq1wAWk&% zzkG|RJigrzXxkCR3A4S%zRSGbv9XfIbM-jA90_Q>;X7yp(tLN%z1+vWxU|mDj_~^6 zIP<=F&i8nz>51pOYnlGI-c_ihc-!GLFr20D{C=A+{DdicLhI7^4kIxg`vP7Z1d{N= z3{j1nD&OOV4rq0l!PEA|rTwQQ6uDlg>jhC!gOz&|hwdo&Y#rsXPP-WytY>(rf#SWz zYp&1wYRT*>X4kV*-sOV>5(|gXLl zGsF@*6{9w>xgg`(Out!uSbNO))Xe~i*OprCCemZh(FsE)Ry`8ZWpNklr=G7#g|qzY zM_D(uLSozPu5*jt`pQWQGqeaeRe`6ewHfaps)+frgjO?wbm_Mv7Kn}6&1 zJ~Mj}&1NH;{Kf7n^X?@7I~i7n-#M~=XL;vcw0Z_u_gSj?2iI}OMzKlOe43@8R!=SS zt51hQLA8^H+Z?ad4%|u|Py0`=T5-(oJ_Td>R51oGnPGxSRw@ z=1x%w{;nfmO2t-!snyC*m0bN^n#JawDimbLqrkr94)8f^tNcBIY8MrhE&cIi$GH*;P)Rbt>39N{H6u7F0^OmO z+}Ej^!_9}M#NNH2qY!|mZHqC#!7n);mMFi`Xm+kgda!eo^M)boycL=&D^ng}Uu9@i z5QR%L6^i_WkE_*}Q7csW`X8R`QbV}37U*Xu%|Ys-`ZKxiGTk_Ksh~H67+J7c-G~KX zcR}qVgmaqGuTJz0E2*wAfGz{V1Kk$B&pV6vBBcdCQ^*I<$?* z!pegAh^zb*z8UttI35)8@xiU$E^A8M`j%`KN9(HjJz9foD>j>|j=6!HZfpHG5>(J5 zEW37pqM(4CN>X~K+5QRdbf!$f;$y&v>8teh7x~v~qHP9u8Fm*omFh4~ar-#M1Basa z+M@y8E9~54+22$B`ATZ1BRRjZV*F2X2e!-Z`+3TDT1FG}yV}C^CN$MStkk*bJpYVl z*`&KF(pJ!Cg2E7=3Ucql1+3nuq!I)Lf>`g7`~G@3Af@~u=FcwUB=3K{>~FA=65bem zM#!RQQjXB+DcC9;-E0(p@Xz3>iz-h4fZ5#<>{pRy{{;?<4ttIB97oLuKaQ7?uIN_eCK;$Po+KEUc=ii3X%erl|xlSlR+aKDo}V z`L09`27!$W6KG3iYQlLwn|ktLewoT=Rg4mss>CtdHBg{z6DoKT#klWWo0e8|!MBWVS(_+k>B<}cM3OLOG>6>WhBfCtoy<-MHO+xx)eG! z$Y77VJmxj-F|qy%la(wtDDJI9{+l*}Uzh8dW;ovz1;dEEuUqyc@5=4l4T_ubnlT@T zw$l=Fq!ZcLnIt^mU!1lv(FsuT<p6O@ZT{ zYdE`H+yynYcg~PTkP~1GjzwXBSuI8=@w2CYM7AxHSY8zfbxGUtEPgGvCjz zY=8R{)E^qIwcP)#;K51bR7+WNd4$$oNQF!KS)oqKaj=+{Y|WtZ!I{4bhSpSs)_U9t zer%r0&|<;Qt6}*fRo=t)k(jrsrgFAJrln$=W>Y8}(sg)aV&moe-r^63sMsZc@RktX1F#H=0wn(=P$p}NUEMm^dUWqfYo1Jp zJ^beB{n~S5w}7ga3K&E-=zfZ^GZFJdr@Np_=Sz=xiYm z*QZFoH1gnJE`g1E`2f#(X3?yvc}>Q|Q#;?)(5!i&+fX86*3BiY zVLTxhB*nB+Oao02#tHMdRZJ%vh=#6?tuK@3`ab*nYrROMXj0`FwDvmx54A3$%1$Ly z1nyjs76Ae(z><1)-#M$CUmGxD8gSxFrUzvvUbR-F7Rs!HXN~qHRJkZ`ZiM6^MQ-B9 zKhm*0_=Ex5Vk#nOCF<;om(AYQ-^2#%Hu*)$e@#6ldMwJCmbc%#s8=_s+(o-wNScZW z`}-F0xP(9>rJmS2?0Hs%7HJ{9;5zT?k!OS;MQn!Nx6?RWtjiVZJjEO|uMyS%&h7Bb zIXftvA4)g&Cl4g{0T|fzX?5K*eF!Di%iXM)mU6)a8mK{8f>vfr0dDF8-Yl{Qd-LhU zP{d?^fqg8vvH~_<>#AD@J&-=^qVOpnd=V7;AuD3(Dlf>guo9|*|5y!@534;nmP7CW1brmV9)%c_$g(^k+0YO0-M_Zqe^%gfA7)(I)OF?}0US8_)% z0db(fE3hFm49mY#UgDtGH`ecNjdR)}(xD7iQ$`Eb5TuYnOjJ%rXziLg+p=_=Fv}{L z+bTKk`Yt7@rhs>yVM(O)p)?6Am8>eCI`B|DJz<5jk&-n7bX35MYU1a3_4*suxNYOs zME>|4p{2}wDd(tQEbfs^Gr$%2d=?VC>49tcoCi z4)6HDE=47rm&{HrmA2?4-IViq;1aSv&9B)0moK1mj2K@kqEIl4G}b<`KwJ>J2PQsdKHxnd%*O@A=K1XRZu^8>fb zIs=EIU%;68Y|6-A9js2Ra4lGYltK{Wp~+0dNM;!gHl2&3FHg;PH}PTpLqmn@2LEsb zsOnJv9}6DE?3f~bLB+3;$)qo4Y7g^nuV|BK+>wcR(54li8O2ftiW?|`JiOL~M^p(B zG-TwXo-Psn>$jqBkQMQ8Z`t-?f~&?@WYQ84d;U{2i=KYemNGCs1AQ>)F8p-Z(XYDF zh&dL5F%$d!Av|FpSgg;WT0K-zdX{#dX|OF6A4MoxtCvbVsihGv!?OWLag46*d_g_t zP_)BMxDeskqMLBMSrnN!2J}rrxmUKDft4I%F zQ@=`a_0v<}c7i3Dys+rORsMp;zSr%18S=QX=<5{LlUrr^sFt(YZI0~#4J!)6 zkB3a)BK~>Fp@noKapk zm~6w-HV7 zRKCfacmfUO0HW9Xh6$`1Z=7trc!0z~D99n1Cd7SZ z!sBZIJ#5_5<2ZHy=N_-l?@3^%fHLP+k$AH2b=DbeOyUUCGsxW0*b<3Exrcol7V3h= zYCf4U(iqYBI#}a#yekEFu)t#Rfi@+p6ey_m=ox3PLH}^Nl5SS>&?XdIv?TW%-zB}^ zoGUyghkn-(+i-Znb2%B?8fRtp#-zCJ`Bxg(7D0xf)Uf3f<6w2+%FNC8*#60p;%^&wuw~W_hg2h=De2 zhE?cP^lx@=Kv8*QPX=_G12`%c)5e6c)jtz3l%f1z{jRZXAyY7C#qpiGEZvU(;i3&M zlp@E+yq6>2dBU4kwF(w5?^JKDl*zg{6PwMXDWS ziI4W6eA}}$mU3BnRoe&Z+JA13+ZR^*d-Bi@l?u00lM8xXkN~PffYuPbRIM?#4&4QZ zvN9D`{xT?K{|m89lc~@4o>FZQu_+zvM$&eLB;c`}@-0I(o$Xpoz3v>5jey5^X{&Kt zyr1srnr=sEtyqNvwJOY&mNN8zeVR_HG*w96UoyTGl7_2c{PKi%7qID=osVd%N?jxa zbxkV9Tvw(*lz7W1Rhh-0EpxkIgwC3*jT2wDoi*z~F^+Gksak4cF@ZPren zq^;Lbn&>#>;71anSE zt_+W&hA{07!mJkl+;itC=v~DJxpxzwhrnVkl=#?~sKZ<5lgQtdl0LA^4n={u= z-wk|M*&@?ow?3C}_Gpw;X7=c!bMM=uqMF@jvs|uGK^0PDKTbkcI=$SNmG2?nmZ1{# z&iKSWU{k1B5!d#u|$Rn*f2ze(v@5gWk4z%rG`)*u8rIty>Bi51`%HHnKkpbBur)Y>>wd+(z529I7+eN>)XFKl*4!G}8e4F12v6hU z=s!slGoN(GBQq+Yr4scmqiJ7b8#pzrC8E>b5%_dT(nr$7{tDY+cc3o($!*7eg{;(o zutb|*mv-q&Ad;M3{v~BDe9lXkY+MPJS;tBLvp15q=OY1crQWqO$D-1<%|yQd8|Wjr z>Fw>#AR^8ok$28UXtIVZZ8?r!bEBHDnsK(7VZd|FtXK5DPxQ!QxLkXSUMgu9a;O_e zTTbCooAVGBV{26mMT`>e{1%Tw>3)7Zu!R2vJO+aV!AmNM>dH|jar>IZVOl+Gs2&p1 zwOWmCHIY71(r=DAol}Qa?q`a05*YXW8esZ48^#L(P+S z41V1tS{E~au2`|1HqMqo{)nG3%t0cRFuS^>m0cmA!JCZ_|&e0nDC z&`WNswyo9VE4M5@f4O>wWxcqq{Xg{=Ry@5IB|`vi$;i|_FaDI#yN61-Q7BiC?Xvxs z$+5_Hk7~AEUA~fjg1oEYB$hn+eI!(Sx-N73ZpVGfWXi{#7-(?IUCxYOxn=s7CClvg zYKA=@Ni=d2Keu`PbzqJ2{jL0-`n~#D2RZmL`i@lKF)N~(iqrQ5-A0wwG3V~<(i?!m zge zSKlH;+v?O5R`)&PkA^6+rfD&Vu%G+`(6FtXa~qLl{STB(ln?u}93$N-aq#n>fgyP( z!6Lc0O}lkG*D+#CVcD?p=VK-wGvAvomLi*Y%6{Y+xeW;qxB@Lj9nTr7q|@kBAPdy^ zY9VB$BACxpNrRLm1I&Uv0YNFYUP$pgLJG%HX=Pyei@ryz0S>tJywkY6HvXc z>tM~`F56Xv(C`Ma_{!%!bdPQ~Mg6}+qar&M&y`;ko-)=sBTHsDt=X-c8>U2bZ2^ZF zciFbgEnNKuI=;p8H{CLYT<{#U^9M=lk~E)l{1YS_e=Ml&h07bq;iswEq6?`rnW{uLzYa@fpu$nAin) z#c@mV9y*^LtGcO--W8WrsoIt2OPv-X@j269fAm@f_^Hy&`8Q6E7-#pfOYRN+-@i()fuA;5-K>lG~Km_7WvqrYGd{em(!XEf<)0?yDxpD&H3@g8j#-TdB4>Q7O3XZ1~JK#J@H zVC5+Bh*ytLW1Obcd-IN27K2-0{!yhsNOns#-?Q_-R{@IC`e}4>CmH~^Tn;%u^*;|J z@iniULYK_z!jJ&fM3CPY4=qlh5j1IQ*_ zqXg=5n4Nfh7lXu0#&gy#|1_G0(d=f4dVogA2~i0woF&%)OEkI}ha7Cf2YyT`-rOlk z9eo+~;LFeS_dYMNku08m)VBL0m_+JFS1o~$6tIpo^-Au!uKu`QIB#XgIVhYm@if^l zm?83cBsBdO7*XfKg7`%msXF_;r6*1=LQu!Y~@@ zkD(a9@Y)WeoKMac;?cwunV05dhzW_zx|*G8trKh5d<(2!8b#1ES%(tQmzXUfcx6@_yK@k-B*i8|mzSoVM^qR6&N*FdR!{ z>uP$?lHoXcuhiLZ+c^9EQaC3SIO{7QQ;<%qn*%m2k+~d#i$1<+Wd+N-{g(5m`w7!7 zS8&VN?s3t!%OMsHcJ{7I^kRj@B=P)g+R{gf2+*@!svmMQ{I!JJIro)h-M8%fmD6`} z)I2d_-(t2nte3i)8S&RWI~3LQnH`Hrz6JC=P~WP`wVRvaq4)9wY(J&&OVAL$`>Frs zfEm^Gv$d;kugJ>IVLaC56hBqc>3pS0NM$z(O&q!EuE*(wo+mJu15K2A#+4FBzgXAF z+z9ZmCLih{@ksA1(`hVc!w%L$*^+yPC^9d)SZqJF>zbY9P*b)IMQ_ur-FF9qo<%wP z-vFWrOWHP=G^!3QS;@Q_&tK~axjmaJzwiJLOC5gX;uw5nogPr?Y3ExU)OVqoa{W1Oc*=X20D9LoOOpXZF)7D^vYl&wzQF90#nZ6 zGtKGaKu6zkH!{m2o**+yDn7I-1V7^(fFp`5iqJ(!uqev+xPcgQFp)%`t$HVb_r%}^ z5NusFU|f5)U7O&qU=`g>)Ms#V|ETRiyrixPV{m38iU4u$G_!!9DA7PVdN@<1q z_O}r#g&;~;h>*!9GCiwGLVhFA`=e`}fu}5&l`{k_h+KJ7OL}}KiVYh+I~%-n2cj_dWAY`j__yh4CcM}F)&Mk4GTU zZTP2S?z{u78_^e$antPcJa^?$Y?|a)q_7Aw>8n36{irO)Fx^TwZIGuZwTMjf*aIk+ zF56R3`z+)wkw@<&TpAF947AD~P=bypaD&Yb#X&>lY=96kC&mbN|waXQ}@+>d-j4})Qpbk(o9o>1Tx^XOy zi?8@=Z8S|go8yHAlRgV0&FM5RDX_)=h4oZP#Vg%sui?92(XOpt016PJaT_dfEy_Ri zU&_}_{Jodi{~iMQH6zzXGm%J-%gIXvsrl|I4}Uw%C+HwMxlX~FOPV{|qFXqZ<kj)7CyOJ|LTMWMaumH_Pe%quR)ZLGRa;F?)@7rPsVfX<05s zBzGW?H$+@p&3;BWD*r~K@k$E``BFqV5y2LsL8j4@;NgZ|2G?6y*B~_r(TR9a5HxXy z?hu9ZGH9wQun_bnE<#@GUd<4)0@}T^2qE1yPcM8`8xrUt?Xwz#bv2n;{H#jJ(bxv} zLNHU5E1aIQsFVEeUvbq1?=@7BJ+;%9HhZ}Ic*c>g_PX}Vxmxlp7~Z4K$n^}u*grYM zR9D%L07=UlpK9KYh(ImCsOnO6Y>>}&DuVJAB%5zaK81=gJRX+}OD|b+HL*nQtK8(w^<~oDusti%C`u~T zOqg!e-5v|Yejh%3G{7%i|JE4XT0%I%5e#yN1sYK7vrBE!j8o_3T{`wob6|w0SB??b z92CRj__xgjbt?xu-OsL{kL{AD6@L6|iLh{-xcW_njobHIaDZ2*N7m$CjP6gy$NHf7 zYuT&(O1p!u2-Fe@$|g(4{07QsTAEXs`IsaU`{!i22NR>%x&Wci1b&j!&&;D2 z#rCoEpFpNud-j4TOjyL2sFxJ5XF59@mX)UHF0&wAP&5DaLA*lMgv7qxhi5_j?JLs> z_1^-k7Nv{ok>wGpc!9jhwcF<65212nnw^PkH2|)oPug@iv&5H+1PQgH7A`n1f1l+U zL97(n6`^AgnXBR&_{jK|qW-LsH1jt})vLuf|_KL_U^{R@ZMU)G_60 zBK?tQEdl$72~a#+BGI8u-oDNDNx_zc(Ng4G(HCx??RWTRvZApa7lqpghIsE}jiH65 zpU73OehadctJQUd5M;_W+v(f|l3G^#E{oaVMUkQE%hpQ{91=qgWjhmXY4qSV($Pks z4x8h?QnTU;pKc1BF7jO2j`>!@`3i>muR$46T&=WfA4M~zrNQ>%8S<%L!#0DlR+(zj z^!xcE6@snJW%+5AZLf zh>CdlONI(!NR#5gYW?Orr7YyNeg2pXoSYU*P5AMv&c+7A%SAB=w)iJQ6}noQ(jYGo zxW9pjT)AujoSsueEL$FH!Q9lZ*hV8PAnpmJTZfXxwZz!J-V{Xv+(5WACt$5t01OHv zn*k&Xee}%CpUGULl5A-J`Y_M_3iw&O{p-~}nhM`HAn=yA;g|1M9U>>9mEETHq@s$D zq8c>~RRrsV$3&nCW$vE2NHG9YCN~#l@!(ji0LeMZpPgaJs-{b@5tTgA^id^O->1mU z_^@O~S*?=RllC;IDh&&eE6imTWu7Hr0VIFM#;6n)a}y}Gjw3k0HG7y}#fk4ie{c1W zOZmW}_JaWNg?@)^GR>;bTx|yB)Y>)hE8U&`;5SskW^u2pMr7sYrIz(4pcuI(1j2OS zI=jbe>sfERHuuN6$>8%a9xS=to@kLt0%8;p2|IX$Oh8XWWQ)siv&1b){qu z$~`J2Z)2&zB#*J;6ib69?ZORjOC4b9?lpMyPCcY-R=!Nl>TQjMS&SH6S-P+GLrJaG zaoR?-CJIEE2J`y4un39M!z}oNxalfYOt-#{@#Wdxx0hsnEJ^Ubh*;F!#V=}S*PXqmM^p*+dm7;6>{4pa zy5~`XHFCb0l$DrZxc>5veUIe_`$rR!w1MZf!c18d`)Wy({=IHx zCGWZ>FhrL9rP+BoZEanWfOY4`(;FHNMX1=!qflYnAua$zga347ljhC#{~+f*Z8}YD zoy+R)%#o`#OehT)Drl`bFb$~3D1!}>rUhl~&n=~wmEWiH<(;YbX}SlKKy)-B?K2D0 zkAJ*QsP?D^e&J5<%cIX&2ePDvu{C$Xxz_rS&-mC3+^;v%Q?q`U_6a%uWF$=LMib(qs@yB1? z$b|sJjg^4#m|nV8dAazSHddinR~>g3mQ@5wnWbumzMUn&h16l;!fGCKbW(P`DZ#`h zlZ*f5(Zj7sTicuXuraN5&p8Qv!s@`*KUWK${8eQCzUJWvSg%=w}*t&B`A23 z=qX5Dl6(-9P`X@``I;pex77V@2_20u>deV|N^ifaTyzZX`=tGX>*rzWtUMmq3YSM9oc*2$!Q*++M_N1AXUoGAD)a8&rWMo z?>lr;m{|@!1;o6pY3};*KQOx9efwBP>Eqt^F-)5FBS<2fo%T&A<#m*_oVJm@Wk+eP z+x2PY@*qS;P(HbK{jJk-@AI*%ivq1&0l^I?@55>TR=eqE;?g6i6O@LtbbvE_wp?-$ zvys*g)K(C4;Vl>7N}98{{z%o3(GP8SXgV!*HrW}NE~$1XGg2p0nmtQrykYRk*!omS zP@46c3IFj~{6|+IDzK_CDT(0Aj)9X}41qKkqRDpB#IoFwAN0CknCq}rd-@Fe;a6nu zkWgM3y_&c}bw|)Lx+n*Wc29PIPa+o-6k2p%Yikwr%Uk>DzHuK6qF*=R>1mbjRX496 z`Ab0q=>IjnNqYOl$$cH0u8ad`WSpw6Q{*sn$cOsI9fAlj@|iFS+WXo%i*5iYoUV2X zy`ONy*UuY+@PtLnA^^cxt*IH_8>~muNt-@(NL}}tml7|{2RDo?^Gq|@UYZqq+0*HC z%2P5=lwH<*R662tA)8At0_k1ba*C|JGPwnpG>SRZBs_QnuSrl!@SGrX)XER4{UTB# ztGYPZ3tu3Lrc`?afn1ubuLrXe%3B%rxiLVc!vB%@GVWz|Z7aM#C9T6po&07xNIoN~ zPDpK5u?l!_nj51j^}t)!WFOIv*>Y%pbwjx38`l=@Mu4G#p|D6<>si;Udh7gT_Vw8ncF{MFI zJv#yPk%~Hd%C4KDMbGbt{aIFI)nrm_0jU`mi4X11MWh_~m+Lj~nw{Xfk2-OXD^|Qs zp4n$azIp7{P8r+M{@Tf8V8h@#-onxk5SpZ^(#@1o*rPlfjmQ+!g0WBZ(t%vtj=1LC zwF6AIhQzMf9Wya@g0gkQ_B1CH`I^n)wU-aeUBx96X-K^AYjBjJ<6 z1iDvqmGG}bg`=(ovy-SZ3L<$i@S2ZTbG%!1_9U(5>|6e-`lyCooIhW6czAs8 zm=LZ1RtjIERyMP5l1;+8Wjd{P>|@e}ZVamzU*Deq=%W#9gq5Xg&{Ub;TK!Dsp-DMX zn_q{dN!>OHIC-05Fy>}IoohokgyKUt`A1wDI=0@6%Z zKUWv0JRiypc{~1KZ>gFg&^3Pj+=-^Lw+c(OXj?(GOoy#Rx)z&HX!ooo{ zz4G`+nB=TUQ4~Qzev&=sV5pry+8w(#E|Ro{YtfgTLC`UC+bpR0t4F23vVzk0tmnMM zjl@jbcFlUi*`-%M-=~{ReBO15&J*IZ5%{eXlC|7~4{HtnpoCQuc_~f^wZJGT6{Dpi z7l>IB6k($}eQc=C{C1@b>O*ROMR%i zLjQPp<`dZaK5G1{QW=5a`H%7k4rU?>ST&T-?~s?>e7n5N zZ(m5y4SQ5rhBxlZ6g=0R$Yi3D?uqIOMm8v-G_pH)p3MDoec*RlRTtFHc)VZQ#@S=U z$escgmi&d&&0eX>c)%PSU8yptxQVjC3^H-uKwGLBI2;Y;03Ag2b@?2JYmq1^`BqP! zmH$$Me1ryxcjnMTo!yrQ-(y(}t+f4?5fDXcEEwcex$ybFjz?Yt1QemYMloKJ&6E4@R~CK$rMLexyyt(?WobDJJ3$i|PjurFXrVe&UGDf z?p)YD!-;oY$XpFSW6IfA?T(JdM+m==iq|jTx`U^Q9=S(_zJq z&o*k|gl&FTW0_B--U6d=nnyF9v-stczGr@D5-vwWNA}-&g8x4<0J8reZPFgau8oIB zK<6jFX{)Gs%?aHPABZx)6&rRqO-^&;oMrn90LhVnvpWKSP<>Y)Pl>%Bmitd4`K2$~ zNg9;^ZiVCnxRnzCiT6Ynyq5QX+v2}JL3daXTUs|;M1KtQyjvyEK8^Chr)b{1w^Kdx zbn2)osimae(_Sneuu=LT0smR^-rady!1?FU7vGHhPA8g30M>v6fLF|dmfP^|D=o(v zr)X)Q5ACBg^rChDf6b##TWn?`286Usq<= zx9mDv!HJg9xOh_EGRkSrv7T?(A@34^db)e|{v8weXdd-K*V;cl;O-K6 zHs@@%aQ+ils^TI9=*S|GXz$?ynOnw!>(yqy=f87IXG`dD2wY5C(^3SFx6;rhL&nv? zk6y{L^a0oH(t1ijcANIg8@6{WucaH%m z)piXyA146(c)$HbxVO9+z$UzB#~*NCWci>yoh^TfoVhd=@G;O_s0pyoR$PERYG$m{ z+);q5be-pM0AMMOry2Ix{^4_+hMK=Ut8d$V;>x;nYRP!5kJdRnL^$?rqWK~W?P{|R z|3}k%G_H~2l~{JuTB-wZ5wBX063X9c23(D)T`#Oloo|ZFyouWj1zegn@|Wm_lCI`AM!V`>UhO;Wo4}^zarq!h%6sz$p1k{{~=bN!ml33q50e=5xh{sG`r%_7QxV z>dJPiM}c~z!oL91+y4g$jl<f}pMm2y{=hCZZ4qxan4rMhi!YPJo+r=U?xY z)^Vs88#&%bT?86*@xlC&?o+$1Kn)qD{7XOM02tc>p~vWsGcpYTK`g^c%!>Db!`ht@ zFg8UznBc7Pz}OKVdH?D>h`KrJg^d$U&p#6DSuIMnA77f-eNTv3ER#cUu?pZD`#HBM zP1=@Ap3hg;{1e&=(Ap%An}bkk3piAb-meh+JxHBu&YM=(uM!7@ z-;rS!ntG=1tqyYmrGfi-7pGLE#Cp1$w-PcQ9UE3RX*P;HXpT`re_OJOk$Cg8M$#eJ1>lm)RY&0s~_RYj- zBW-SeO#}%vBh3hmZg+s5`l@g@&F&g)@5e$pQrYKoz&5qNKpOBGzB_MTmsIN+i$VCU zfA!o$KQ}F8bW?ZS09eb}v%U#gO0&uYc@P6QrI+w-e*A>XzaHOD4`qAv9FVmWGy`@= zzjYNuv<;d1@M&bpL@B_{Yw)7)R;=S)rek?o)F(|ZN0VA1XDt9J{^|@Rq{nVYyQb&m z5gG4BRgk%iw;M~g_En1Jq~3J!3R%x~Z0dMFzJ-@RklUu`kHcwB{qQn}L{ZIR`gk<* z-?QXikOY5qOU5*Bk)o7rk5aw`YN_e$>+g`&6F|1X-PLy{?j+ZrM`OZ z!IMZWO9QB3+A)3tpr~oVgM_5ca4ac-6vIiDVC4UFsWUGY-4((M3u<+~PzFK;{^D6n ze57?1NA?#)fC5K#?XgsYF97Q3K^y=1l+0xr&Z@%>*vQ=?g9Q>y?aqtgudscX60w2+ zZPgkFEdHl<-`f_-=wFwafVd!@oro{V_^nDx|KamP5dv@#iTX9V#-!Wu#ogvbK!ifY zb?4EEjb2Du^I~o)R0Q4H(?U1PCawIPhdJ~(}{0;B04s;vB@0%^=D+ec^GQ8Zo zG83+*3^^-~pok=|k}Y5(9AD6zOExQol4D|ka*GE3Lzm2rW?%Uf4u-N*hd;#NDzx)U zyanZw4_UMh!bzo3RB>Itl+p?3y7Rgh?5^2nh|zy;@`~(vV3#s52(yx`OUc3( z{)-x)(xNDG4~M>x2uGd_c8c^;ZmlV4N~}k?4)pq{F@D8s*RNfahc=1Aguz|5|%9xj=2h=D9rAN4KbXP&Kr9PS|a;+C&$X?8w%t;j%1fOce& zX?pldh+o6mT^b5v10}tE@zn$9Lf`%lm4YOGC7s}-&$hGfC@A$M?$`-CwA>7FhhS$wo9N&j_;ga@CKsXfnP znHns+>dz|_Nk{Er^-aWza_l!pyb~%B8aItbu7EYZ^%0ycPd=Hpd**p0$hD5Q{Vlyp-AeMJ z$X!W7=AJtdMedylg*CDaQ%Qk$5%=zMtxa{G_v*rI{*9H3n3kC%k`fHrIbnOcN1DA$dz&^ondsyK_ck{E4 zh{1Z*=-{R~^bt_?QA0^q6;i|byUmJ}C+sybWCpu?h~JF6U@JSUvI|yRVJyKtUTH40 zZ82%jHua=2doZjC6Y<0UtCuv5vqHn(S{Hp`?$>_IiccvB?4lNmP>^3c_uSh?5Xod` zV3&~9Il(h`^K0h7VrT9~v@*$d!xjb_=SgR8g)aO`b+VUCCGZJapO2)uVAdLnT4g-=AMXk2yHlj( zsw0-ZYIgIZmd6u4#J9~I5_n8brj#ke-%~d1zVvT4qN0BS@*3lx?_ucXu_oDUuF%67g5xo|wI|96x>a*)?)SU>8 zeHHfVizJYY!&fdX=0O6EjniE4Ri9YV*O&P7r&d*NH|G`3Nqu?3Sa(JlKdD?;X;bYO z=ItuXwN1S;wtbaaQY~EdDR4b-mavny({~!hgZa@KK-YRVIxL#0zBqrYZBn|4Gaip%Tf1Mf>8v|m=5K8T3*x^&*&-CEkqd94B;=9`)X#B9ARU4PN_Kp zs#?I@#=W90+`0U-5$U6Av_4YViQyT}fyj&s0Kgx+psb za~0DCD5~8>K1l?_*nW#Ygy(C+utPCYyA74$145&l4b>;h|BeM#r}3U3A1!A z(yP(q0o7MXFiFf3e77>A#V!yVB=rQ7;ZV1>kAu-ZS2V8>2!1~I@28WErxntB z_QoKBAM&b8?!DA^x&CT)+e3Kmn>0sN+UjLxX~@G8^Zsu<0)+eAuUb&C0FB$`$|V<$A%P-|dLPz0D z!YM%deYjC^cVbFX>yxauubxBaVpsz#Zlg;=)4yJ&F$k=tSV=J(=n^gWUdm&t2ub~KIOgZu)O9G!Wc ze;!C<&m^6`#2&O$X9n-9n6&o6I9}tRt4uJ|CYD)c*x8xjTS3&;T_g9qRcwiRZK|*q z3R25W!&qf}3qN*xTx{A_f=MM=gmWMJdMSUhbg%Jat6;P_)M5Lvjay0Dc#$F<__c0&Qk7KSsamZuJ zv*E9oYl)z+bP++`q}uRF?!tE>wPvjx=a6^IVO?+c{Ho?nK;N&^Efx#frJtpC!YzhF z>{c(V<*d#iYG(I~6^8@u5Bw8{l`pRod87V`7TJvhXAS|B$NJ{M^fvq+{8X5Lsk&tW zG%pDiu}mft`R#>OG5X#alDWQuqt`h$ zCtdG-Oz%K6o>wdto+F3xWySP@>4(n8wqls5g&7>3%*3z zvS&A@>bYuF9Hc_ry5F>h2K7iPm?AW_pj)CnB;3vP1}Un#U;k51`uW)e=d;-;{hy9% z3wzOp^1-tgJ>qkhu7imyQRmTC*!W80YCXL3=NWo<=W`i7ODUy#Ip%EIlGn7#1M(fc z$D=j<5EnQ;^CB8H&v^*CyE8UE+^iMzV%)K2H9$b<_F1g&x0}P{4n6I&RQ9V~^i?v< zFW%qOwNV}SpRDk3&mSTw{8t+y==ir~WyhRt&JxKLdceP+U5<}JJLE@Ghcw)48gz|v z9%%>)Vh`ukuhBqRQgJ$9EtEqk@9_$msRax|=!`2}M=*wzUaCB^ucfw}kEAY&Z(^s= zj+8@6QE*m#>*gH^dI0`CCydeXK$L`2U}H|PY|vlQOEk#(xLW($@~MqP*&yMe>5m*J zHC-^yOw5%7a_S#cyX65G_4|BkOnFOBeD$(&tB&fcmH$xQIoxw)A8o3N+_+`S`QBDk zns{C+XV4!>C>FV^@_z<6Q}dl5RNH zzVF}fJkL1e|Kg1CoL6TIQP{ZGUhA6knscuC`OX!tt}2i7i2TvLd-rf&DagFOcMk=2 z@7@D-40P~{?fCc-_~*XcYx$S=$`F*B;0IJIDHW-E_bOtsuFcTE&zQ~%dT#gb5x672 z?k`wA^}cuSF8`H`)EjT(oq4qH&wfsHxrDuR4sL90ly=6Uruh!OLGub0Lw(#n4_n%6 zpEugN3aHUk+TR&y_L_k;>LBiXE`xSA)5J7g5q_$$EowS6DLhot85rTbo*;)`OlH&SiYg>d}rl%g1+K0e4}3q zv(i5e)u(UVXoTjr@iNLtixv@xQ(3`{dE5MW1!p z@n&K6Bm%Yl^XhtbAVPjv;=!19$ab@oU6=&sFu};hYKqC)ym8=p=hIO{6o>(7reW zNilM5O&Thpmc|iylm0e>Wz;gmA=yj#_IxF_#>*4OIPm7=c>sx_b36Z5QEtKF?P;A2 zIHYoJ6tAMb_wt7^$-9do$_@X+UM8E5RG!wCVkO;|+vVAu^?wqo2YCDc43)GLh{p*3 z4s#!oCCLYdZpfbMTNVdP;j8~PoMBXCJu^|_d?{qMj;hK3WJ1S>egN1lgE7Ot^0-^_ zmM73eFfiSw;8liGiw|{dwD;;KozdlwPqT=1O@mr??FV9bx=3v{^HUJ!l_UH7#(S-I zx7G8WbNQPE8JswL1Kjn2(;1jdncSruBS?`WNkQgiUbG7sE7Yhd z`E+)g++9w!96?53F{#Kug}O`VKo`M+Wh{8FM9(%}HVvJz?;l;2x87dPmcY8zByW-g zXRUL8tpU$-@dbtlHi_Jqy#CvHb|a2^I;HDGTAwU49acebO;blepTc^54}|6aTaZ%--U#{&%5R+y^Z0 z*e|ys*wy6rTGxZe&xcJ~zgCYb)@PTngN24l&ZRc3rQ3}@mb_N?tMPaatY@>9X0>+( zquPPci|GmPeCs^?#W_{=5Lhd4v~DrLpz$}!>9lz)|6vckRp8mE64wOcG_rL){m^GZ zdQpYD9d&a*@XoK{=5%gMXwhHOPiNa&uVAb#@O=5>)$Q~v#x3o4|pF5Of<)W0ouXIk)Zp0Kckb=PoAYV@!GXrzkh37`7`M zD{*NpcqtJ$Yg0HFSpN4XiOHWAVa&VHq}gJ7-_1?TrSIVhMAKAaw7GKR`b=o)Oc?K` zi0wD=-K=s2_D;E+zkfr2+&b451uStfo1d)DdX{qUBt~qnCnoqlrQc44+oD(Kf!*Vv zVKfrMxPo-s;+=2T2w?o@kxD3CxaRONZ;oAa>_%}6={+xB*wO*@!|rdrj2U@gR|twJ z$HabSQSCa12w|b>lZ};$tR`tz9{KFnOpOLy?WS}A!|ymx8M+M~5AY3*F9>*hUv3tT z*_M2gRPQs z#L;BUN~~nSLXHD=9h#&>KYP`mvkf)DM%Jb3cFEg=*ykzHD#2@IjeC9f!)de(wi9KE z^`1pm2A`7PC4F}IfiFMMF@Dbcz3Z2r*$1M_7_U|pbvEu(iSBrL>a;uUb|+v)*yz_P zMEYL+dX{J4%4ZqB^HNz-toOH9i+6%MgeyjiL_q_w_;b-^M5KRnQA>vy^GY1FWF<*5 zWFo~6eh}7kZ1PCWeCx!`=swB$NIk38SQDJgSuT0@%WWp^JO{f@`H8SVNSDupDvQPj zHuU!jela3zJu`Ekc`~^=3l>HGUiOf}IW(O4q{fM#2ArG45MWY-mZdi{;~yj&IO>Uw zHJYAV#8)?m#Q*j#LA16F_didzBhk0cX^E+OMC7JO zgVGFy%j`zE4T;z7FUHd*9kBJ}_0sr7R~^D0Q4Rz>q)x3;xYSfP!^Ot67}M5+e0q*6 zEcCWn!d!*M)%l0vMYMgPDa`wnBKj3dO;)0+D9a$&g_~fTmcllx;Bq~E_P3jAfqf`d z5<$yi)+BEWL_YOn9wWjS`Gsz>i`?$3zhCYa>GQqsD~F_|cTEV>(wfOW^Kmb? zja<3ks&8c$KW(Fm5AvqkKg&=rgD@4Row0T~S8N7b=v@Tg)Bnu$K-t?Egufe9(~$Ib zI#IIh-MU4IY$0Kf7a-5lums%gp9>@nvGkukIMT!G<*|mJZdqLjwd*A>DDy5h>-`wX z_!6PItL0IK22VUcpK86;5*vHC>)@IM$*#Rj%vp|;nY_(5V|c0JD>rCW?fTk7He%z? zugJfI3?_cNH8pIPFRFE8Xes+VDm}Wq#e>mR_3qIocyY+nJ($Mm`pQl+6{!k+<&Q1& z%lX112I8E&@Xe^wvjxjaj#RLNfG&qwTD>bbDx~&gK@P6jHFgz&R}`U2R$t5q;e)nJ zZOJl)p~9!O-#bDBJ&Ab@WUasLM!!c-vc^l!SE2U*+y1H^v@6wBo@ZsOtlpI+6y&lOphfupkwo`Rb<`;|lJgRxD}vIQs_->?>p?p_aG8 zLc%hI6%2&TbE2Kte1GaI!(8;I3_pq=v+(; zDzT)h5u$LoO&Z1C)gv10QfuCLzWknW6q)3kqKtX760j!-*iIqN5vmeur;}cMIuNpw zVFK-UQN6CP#W7{~N;So2)3|Rlc9VXVK0a;BBJwll5;f!OjY#oKB(*0Bk#+BT!9#$! z%85dub?(Fw`Xk40o!>DLt8i6}$>Z%2kG5lnVhqWgu$e#g=|`%AggF0W$)nPiF1#d#3)t{$;} z+-GSxI%DSwLqL2uN>7N<-?(q7jeO1*G?%)fc$(Z(Qz!v3#e|RQR4QCXw69!qaH#N) z$Uv{8p2^ENCnPTl^O$QsbxrTeS{=!f!-vu7OKzQlH=glw%#)0i-Ka`j{Asyw!#Bbb*=wbDpLt)CT75xCShjGd{=hcP@G6SC z1LH!>c3sXRJw)IAa4tVDM#Wm&?rZ6B&5svEySsiFfsmSa*>!OBoi}_Vy?a$A@AZ3S zl&n83c{oR^x-F)%NFhLhyD+4f_)g;~#=trA6u9DJT!Y?ZO5mw8PaBN2TQ!=k{osjQ zoaNh+D=5|J%HKs4vk&MWC>4gQelbd%iq)bqv=wFXqrkzgd_DE7MwPiJn@6E2K=wCf zwsN#o&x_`ZwG5v)0zbGY4rDYbpZw!piZ2s8reUDYNNL#cJ0@o6<3&x|x%EpS9_d}T z&yYCpa$Gl6s;Gu1`x;X#9*eE)<%Cj<_vm*7`h{A!Na_1M7*(C#zK~^FemOp;uq2+J z9fd}isKBp{@f5wM5_e=p|9AY+$BLgKo86U7j)%@M?^6Q)@CyrMx09XlM{FeF{1p}o z%Jd}AA}KVJ;5IEg5N@fJVS3m)BynZoQan$p?ACe0`+B0`$4fuB=4tNu$7J@NrQi@& zGD0cqnm4)P#qdOE)pgHBG2aoWn64IU*si#_;bWA`dChxx)1IfSku8>*H&9PwNiS5v zQA4&x828qO7t`m6VFvE$rTaNysuI#yIw{m>53QBlMY~T)?&N4btzNV92fStJ;i?dUfXIMJ+|{#DF~v_?Azx2r3f~)Jo>M`j znGCcp-#L&yImv=Cik3W-FUQk+@*2)Xrid8c{t<*bjE5eUFDS;}FNe{UBK=!|On5y^ zOe47{`N&ljwa@GYzwtsjzK9l%3EZ$ogz|y(@5Rh_*csMeN#)XBJc!G{vrSX}=h&adf5}v+(0xglbqAB(%BvJ2$Z~W526Jrw^{0LB=~?IHHD06pacs z*$z^AQW2IqlJJvz*_S|Tq?Z{p^V%~F@At^}KhC7`Q)$xR+V2=cF<9`jGGW`Y^Qbc7 zyWy&c684%$bZC?zSPtqaq;Avu+ss-cdV%LgA+Ozo=h?E=o(PnDaUhcMz$E^9IITO1 zKhXZVoK?wjA}4p_vH6VO1>vdx3lPiQLc-z){`w?Pby@ns$F5M@CKB+1?VZC_1BV{n zm+X_f46wCkP@X8W*uZX(&1g2LX8F|dP?z>VbeS_<1sj$znu(vW|}Frn~&g$ z*$Kl5FL>4<&Nr&JQA2cb7rnJIg}i)Fxg?UCALXA8`WZ6}v}Orm%&VlhKIgNe4x5QMQ~g>30>8p-8EgmOKYwMwU?%)h^%X{{5AMhSP5Rc@<{$|qch zsN&dDseIk?S6bVO3p1F)i>tJ$OvDazqm;(yMT3nhyGN86s{PgVw0f4`0xdJhclVTg z>wIJ*0kO%tY2YD7i<#qkXzGO}pAe>AS#;> z@9du5IYJ6F(Jfw7DLqgU7_*U>m@*d%*-d)Fya*!{;41lx1@ZsXd4-Xgu<5>0e*a=# zYXsALq_SFzuRRpU^}PxRyI>c7J=!?9BVTT&Rh72$O9wVz8(Zv61r|!Nh+a%5 z{BY6TD&JRw>g+0gbdw!;Bg^D(qNkeOon5usr3@@;RSC)GOd9g2``FGQI%ri=^7CqP!ratplm$+~t zrQ2p4cvaYQx>nl(EXD*_K`Ai|&ukXQpsOeZf469CM|B*8<`INRtDfAuZ}H0`Em7dI z6DzoOf9;swn_$!4YCjd&0dk zW5Vbd_TekN*`8QW(HBjoN->lJ_4oG+4FmUe5xOrnJRXWUEl|W7C$73@soV6oj%#v> z(pDK$mPeHmB%R7IP2)}ZWgqmbdDL$FSsZY{Od8cbdDyxxq+O*2-2UZED$kO@%IB7t zaWD3hWZcE6db$Kq{G1Qa75U4%m57gEo`yXAD{((B|E^XrvnHWpM0M3>xzZvzt(w+q?ptH8-@>sg;+?49xKoULS?#WwDiH`Jm27BG<0vVxmzP?>0`vi9_>BS4P}D|9~6<71Y>7j=2l|WeFB~mH$;cq zRPJxA)>z@+yz$4lmdj?yoiKpc%=_6jss;PM-^^ z%@M%fTYkCEe@YQf;`#ZQ;z0LQ^mF{icnczh7yUE{=A`ES^0aQJ?^MFg0_6B%y1o;C zu2!W*qUHJIjq%ehp=c;u)kMG~Iwb$qFybjOaOBGJ)vIZGjom~kmBI)_ZN$MGA&h+b z-ihdnfvsr%Us#pJp2r*6!uD`mmBP0M9$bv^;cJ;O%!{$=<7RZ{AffCV86}jHz_Y4GrbRDCwE$Gd17{6eYT{bA+nP8hVZ;an!=T8m% zbbZ|4j<&A&hD6%_xl1yFB#h%__pdc|(tv8OY=ke!&_%_fSkQ?b3D{*YM#4!P&hcHe zC$krN*UK51x9k_3Ct@iOoeV-=3|KsXAVn?5%3FBmY=60T7DVcVSgo9UNdLzCKC9iMDrgV@^~ zV|S_KmR|#~{i69e6DTs z6?=9v)<;+jCqymac`@vl-BJ>vdY^4h`|j$b^@i5I^^EMHk(7Hng&;}FBE5^2;^Pu{ z)vW|bdW^!0tNV+?R`$ofRmH!k=pU&;XoRWDeHmb-w$;6o^s`g@p z^~o&ECOKQ}s9<|&pv8O=c5h}Nkb87lVE^nbo(cw8+-rKv=TDa5%=*LT&+!E5+>~G_ zsPWGZAofJLUDmigj;nj`Tn4?l-~Qw#R0-yKo2AK0@gkEcQ&GE;6$JuEMazWdUfKsS z((gmp$RBcOzRh}*t&lfAfztQdc{u^IF`p|PMY zKAnBTR595#N})jlKBx+a$<8iAZobGv-SE9&ETRtB)vpV2C}ud^zM{Iv*m`Ol7GMzV zT73ADF75_fR8C5&rQ_}2w?CGllL}hoA|1{C@g4hX#n)(ypc8?NuX%Ef9p5eeE`sD7 ztPm>T4&h>7TeeW7yOzu(I!o{eBbgVtMUY`?wNj=~LiG!}GkaVzi-ywg`jA>MHQ6+A zM&srybW7Gp${^(vBVE%kr>cg)_UEJMYY$9%m{KLRA56&UJkV+QVz6V(b&@!tPx+AN z75n6h@8*2v^A%=~6s@BDLkqHO*)e#$cvp9mG!%JruCuykYQFsYyrpy9O z*y)HkAHGy2Cf)+ksQV>!4dxrlFS5-(k55%?T7)Vmy?%Oe!l?WrG>Dt0qB_NsfqBA} zSCNqv<1uba*qe{OEJ|*khAFeOH_|`82U@vE{Pb~Iiej>II6U`b%+3Q*E-3e8DbC(jk?P-ix-0O4>KVT^aESsP%1`X_xDX!T$`wO_KII zYM)q#ZL6gT-X;(6GZ`}3$dJBjO1iRoNpTeIA2jq#VY{kqcIuk<3l6`D2CnXt@`@%A{9>G`JGt)HpQ=HcZMyrGFxaqkiL3&t`?+`k}YK`soT z`l4acwd|{1{eknp^vDU`9jR(_j*zo8(VtIf^d;!uPZnqIo+vC2`R84}55!g73H&|R z@nKuR;}`CNwkzWTGrD;NFFD@BeLdv=iO=I@fcHfn& z7UW~mu8XW-tpC0^{1yQ^_t(M*S1+n=h7`ku z7H~T|OLX%)Mu=KRA9`HWxSS+!qkVu!9{cySX9SQ4j^?}Ds~VllpL{d@EATnd=X6yg zi)6Yl-O>L!cXt#u@sl^{p0hSr5n@B|z<)@>X+P-k$1!I6AGS<2?ANX52zBhzVZNS1 z_A54fnX>JDGrEotVqB6B7i+TaZvS>ZE<^$zD8K}posT7ztukHY0v0ZjsHf+tH6fhu zU%W;5_irj_M3u{@VRC^hi=2-&+< z(_*J|Zo7Z+B@{5ESLD#+k+~-@t8A#}KfG#8O%kSUnKDm$Hhtxr=`gkcxZ9ES*1 zkBqIC&B%^_J`yiPOWvMeT&^Y?a5kUL+SRZH=CF#cXZh_NZ{)_V`KtbQYuGGMlBe=` z^Iyogr>y0!-;re&N>+JJ0jzfzN=*;m^ps)iCP#xn?CJ6`|)kA7;Q*w`SjUzunV6S5U9w*B7q^njv$R_nH(-^40Lel(#Tl-y9t@pxkM}4(JB69R1gLM-}RpbEOZP&o0gP%5& zdRBuOaf-=Rl%78xBfGFrzx`&f%cYRVw)?gQ?!$s?2QBcbhQwx8(e3@Qdhp*1!EF&&^X=t!4PUD>ppJ!@jHxuOL*gQsJ;51>I*)AC z9?#i)2w5s!{LcUFzsLW7a_#>ScK`q4MPk?@^vuZj z_F{bu>=$x*Aqhtis@+$jg$gnp8@?=WySVSuU)J47Um1GMdyL3EaIqG1DB_@Krk3B1 z89n6*Xq+_T6n3m%O%5&Z9=Vk=A5Etf^&7^A=UM$LFJQ_%ZKIMsx9*n%zi-H`hDI%x zd8A^+;K5pNH{?Nd=iazD=zcnOwisw~rGs?#V@Kdf?KEouwW#TsKs{zbPkaopX>~CQ zq=2G11IQ=1!+dT|rpAyo4vEk60A?xh6hww^Um>vjKBHZqwce>9+y4KCjv{!T;%N^AUW#M2{R?+tYF5_ zlZn}xQ;^-NKVBRH?jkqu1kNN>icvHi_csVfmI~6?JTjLnPw!F-GF|)l0asWzFaA=X zXdcBQ2f*0}+x?9IJQ`$FyaZk z{HFq#=PW;f(gih>`fOa{B!+?42i=7eIws z;xT~Z6UH_J$VenOZ5r}Ra<;M11w_w6A{|4XIn0$IZ`Z=m)7it2#}W$2$eIpG)~gKU zImH#-_Lna2+@>z|h4f;sytm46flI{Y7R766;B-2K~v6qU?*Lf@>W z+m-e1+9H&Nm*4*bkx5MaUG{Q=--qt=91ZZDHLHFZ1v!4v9EIOuQ0P2*))ypp6{L`) z0Z{rY3MbD&uBN{oHXtMQPnCY_c(e&{vjWgDNbg2;r9K3E#imvR7uvC=Jx5L;2{byI zdvySjvzz#VVxthqAgVoof+oGCXgF^)&!_@Dr115JoYgR-V&tC`g79=uepXk`?2KT_ z@_tM1@&kX&bIw6WY)*{lf(vLD_y@Q<^B9tK;jKZ2&hto44@hl&0D8rNGa&5+z?GjH z`K*4bsoGsRLS}=VW3fc0Y=2%S>{(DPT=h>1!W+X>yM|JUNnHs7=A<8sCn2M10id%r zD)FUv14n~`bL?UyP&Z&*tCgBL$Hvv6F1GTf1ldHFLr^)b+W{l2?_8r5&qss2A|w`u z%nc7UQ1(ErBNX}6yqTi~lppR(K@ZpNU3;}&8R-XHtj-a^P*CW?LiTJxq5iA@ko&pg z(>W(Av6mZo5~zxN$eeVY1#*!14Je{|Pk)>&)NPkFp5nZPO)X?Lw(u~j0X+fbIkHlL zK7hErn|`J*vYcY<%YsD(waw2JTB^%vBr*0jb1W>(4iFs#ZfG;_F*PVyN7mJPPg!yS z6i@YocPHh6s~1pE9sD_cKlllOS^Lc4Jfsz9T10%>lbR`tovma3d)Uc6zNKNtFR@$6Fq4m2rKME zA8bu9MDI@PS|L0?rLz#RlMscN}wgI9Y!4O-ytac^~ z;SZqa$VA^p1*#su%#9~`=MKEW6K#q2;y*n}9k&|5;*CQsBueI8_s<%rh_ZS`jG=mW zn9}-3M4va~vfG1cEQ@QcsQ5-OZVsNh(Ps zd!<4x16q3vk-%c7z&us2P!LpWU`%eU{+>cGmi?Ct4F|0I&Cl9FY&RAgljKczp9VER zatO*_v*1clD3tFn3aDXR)5kuqbh>A$s_VjhfBJKQrtEt8Pg4>c(jv&W;QLc?KWWBW zW8~InJJ+}VAVn`~FJT%)axFvU;rIL>6Be+u+@|kOe)=mWqXr_Ap=T|FXh}yKPqTUt@I@0Az0y4)NZ z=*Z*cE6e=Vz{%?OF|VRetB|Mmd1f^_O91Qod{2o{&oURVM+Oqga%^vpRrt&WD@s;H z7dabOr}l2lXpHNEckNe+c2q(Od1I>XWa{ut-Zi9(>sR&!5k#k_IwgPa7^bo0qbZ-x3VEqVt$UQY5P+Z6rUr1rKxOB-f*2SFJ` zBDxcU=mDHCZ!bmP_6sEkzBnTeJuSgsGLUQ4Zg)oHC^!o5O7IUrMoP^!`eLi}UNq&! za1XgZ(9Ed@UXEqE;-D?FtgLvQOWZbt;J-eEBGqRdK5PjREPH`}!T!2HcJD<*s)+fz ztRrKU6ytA4!JLOAGWX3CyzS_3dcSNfvhqTW2}cx%bj%D%16yk%TDbbTq7HaliiXDW!6#iD*Dp+ zq9potGpym^m9$B_C8DfKVsNkB;pFL08XA0z!Dl!7AbrlV89kmc7&)Q#+tENq3n>Hg z?Gpi4G=!8GkyI}R`N|sQgW~L(R{PTgCC;=D-&=~w+xO6|6z&no2B@{`3Q^C{1ZnuW z%ead=QC27=)B2@vJVVUj3d|2ZKT_Vc@0(F+of0li7SgIv?C`9-(K;tVFN>rPpq(PtSGIY@`xZ?YBy_Ehq*(hI=JaGaVi%RhlfL4asbUb=CUZqUq|@f^ z5V;bI${C2YD^_Ztlk1RMJkR3B#bms(zt&TY8>BFMkMH`!UNaIR7_9z{-h91r_PMz~ z#_Q`_+s}Xaq9hj!3+=wM-GJ0s+D9 zf&~qF9|pB2EwY3N{S&ZJT;g2QlNQ$GOk%4JB=NXwqN$q zsTThe&M3)NYyWE(wczqGxdd~Rsn=Q3UkQ(P3UH*Z@fUxF9!5hx)ZzP=R2XMJd#ibF z3#I>_Te3kAR2pE>dYm> z%^%fiFx+E81^;5dRk|-B{UBJFj$h;j?&mgZJLMDn;c4`5m}s~mhfK*(F2E7buQIK* z+M)~B*N9N}5 zBGVPMqn2G^rzJy=9x+!3+2_>;)k4B7SQX{cHHSlkAKh1=AF+9kCqntEMj|e3qL5P4 z#tHEr<3zmQg8k*_GY&l>X#VZ+;z0)1Ws>eE+S18scb#J_`tjtA>csD*i;92y-GPj` zwfAAJZs||@gkwJG!lz$}Hv)0HSy2kh_8YOZ`AP3A;fcGfr$rn9Qt^sb65M9_3=_&S z84St;mCBl9ue$cg!qovcWOG2+l4{Z3)!51b4{bo z>}=V}tI1Y|W;-y7Mr*k>Q$w}1X)?l9gKJq?87#hjPGd_zdk@KFXBt^`+KzM;!nv7B zTxuO~6HHb4;`r;yFd_UJZ!s@=n$oSS-9)ewb{xOs4nBEQer?v!tSZ{WtzEZ{mnHrM z*1?C6bX7fLCYf=ICnK-k=&n6k?I|L{Kaoy=mmT}Mg*mnL&YFHhp@(bfM=8->Ba-M~8>pr-YL zv<~&tfDx2M$_rx33+oCkGLTCPtAw{r4^K_#%ey5nA1~B;_IL@1 z(vNLc4e&raf{x#e%xoz$#naK6KCe8G{g&GO19xuJ{=yigU0|oCq3g1(zHlTh4e@g1 zzJCPyjb+^ikK{9~XJtt@$4NA8-bpT2fip3e_FO^Cv|57!FE40vdZq*kKT!3$A41n2 zHUG>WF;NG?^Jm{3wO{jayGLyBrwXUNejuCYEXezLqJjDR!1lChfpuh4bcP}{Q&)q} zEc|>bOm#8ETbo$@rxWoP8?2aSv2axfdS8KW5VY`WS8G1H2C#-fqyx6vA~?ZnyXL+6 z+AfG6%Q7XuqZQ(3)Wd6VTEe(vzv4-PWdy@D&x#hML zXvTdhNEQELf@v)S9LqCNoaQ^K9}4%8Vq>wmV-nF;4Bp@1_{((F8RvCW?pZkg>_^=% z<(tnqXC5lmR_^i&^KL16J*t#`&v`XD$x&wU2X#Taha9b29P_r^zU?g=*7X;y=fA&^ zlfE&dC!cViZEUMM2#mHBrR6qVoFQM;9b6*WKwAu9-oos8cE}@GoVI?lfdzfJ{wAg2 z!lWS>-KLi0y~5doujEez#aS>Px$NSs!D}4mfyXOZCUGiM<6!x}e%#>Rl;xb58^Yt_ z%`P2qw;fJ^B~^U0=nIQX4Rk0NBM@EDi^gkoD@c40w_GVwB*AQrzS6E?txDIaJQ?rDvfs<0kYj`F>T!SB??An)qAQ#M9JpCos6*6&kVAqJ-IKr zrHjqRf|&TPqj|C30}HCA)0>J>W`1;KIN4s4*HhWp`$o0~=P?Z+v6zGj4Jlrzh@-srOf=^tBNr}@ z9xz!+O9Z^;EMzs%A|4fE!AW9D%o$gQG5f*3YS2h|5Qa^)-~3km5dq(tC;ja6 zpJ=}Ep4z}Ip>G*p)W7%9G71*jmS0XlAGL2%>kA2tkwAlWVN+_?Qg)jCOXucumggHOk7*5$EYu z)dvsQL?Q1WnHDBB(rWL#pP2TblhBs#M*QWm#Ojl;#xb<>pW@2skJ$3N>6x)+x*rP3 zwAJpjL+Hsl@Mkr!&UU%x>^owUL{XJc1t%oTTg6uEP2iKvmTZ27m-_uaY^bePZ1=1@ zLQ`5mS+Hd+Y~iR05n*d%=}#!DSPs5n5tNxP%6m6R3b~lfT*tb`33`zIlk=P81be!K z7WvzjGt`_h;;z&KyUb66sc}4(4^Px=`~vF9!_xch>+Qe1M>+mf;V^KRUq)hx@vJyt z)DXW&uMd(vL;p7Fj^zlW>wT+PfJdQgrlszhrDXpNFV^hqLm83agW{WNgA-BntZaeW z{^E~!>1t@T$+)?NeQRvcw+QCPZ2fD;F>NpIwsbJiX95E2F2~EHe$o)Zo(Ob*m10K| z;H`D0LK~dc_2pBCB@$Is+uq}SMlQvq@UUdR&lo>a!!KVET-AHx&(vgu?{bWYQ2vYpk~!^EOFoPh^Og zez9lh#9iDlHr7nPqvdsGu*_{s%20NO>|kYHjAmO%Ph)!kO2`feEOFN zvh&IrFYz|im11R*H7X!J)tQQd?mOfT&A`4{;zY>E%h3pCuJ!?sZWtndVJx99`B#O3 z=ENk;1m4WvTsa}=SwCqwMY0xjQ7RreJ;mh@tM9no!n)O_lOyQ!m^Bg!+4g^&UHW(i z_ckoh>a3B^pCu4-&8n1ppHk84oM~n7`HNR?DiXW$CCp6FUde_%B6wE!l^L_hRJlq6 z1yf>V(V`rZ1SxOE^)v_`J{zgK{BbsVd-;v1_Y>&8;t)TA#T`F)?C4zj(?ro8=WI;J zhBl8H(#78|t*mx1Blp5UQ>e8!S0{8h_(A}G@Q@$jetTE<^Lp!$il@)i3RtKS&tAw~-U<=C+?jLE`OgmMr4 z=GVVN5?ZbPIx|)(OAPIoOj6-El2Xw{nI9Y6IG%AjXnQ|y)e4<;vSC!lVhmnY_!#8) zn)GpI3FLla=j(gjrlS{gmC|KqN$l(Aj*NKpg?F;;T~Ak-^iOAGoiF`lf=zSnLx2BK zmI->-YO{m+;#$u90CbI^S-&7G9pAZI(#4@)8avw33@EF3Z14)cEg#h_S-!$-(2G;CoSABSV)jhucoyq>P;?&B*ANt*oFiGf+&y@QcW; z++XK*P7AHId$KZ&WzBwCqiut*UOYPw+(npZ?|)&Br_bp~A-j_3+%mzhMteIJQFb~x zdD-2^Wi<8({Q^*IcU1J4T!!Hcj!rKIQiB;%!WOMWo_|;YFJJ}j=(L57O2qYSTqfb7 z5XT9(({ZM^|4eF@fPO!=_ISAdWhGeioRVcRy~zsY9830pFtLez7{c^hZdcySQF9~8 zRy6s13GY9@i1{x_rm+_JF9{4z{y%(itW>738$SRrxQjb+mbEE~_O5k*fIuFcko{+t zw0n~Pp7{4jCf%WKUQmT^kl!W}y0#KL1WN9L@x#!+RW|fER zjz@$3q)pBTV#UW2=cX;VPoc*eqG06hXd94or*tHsHv34G+ydyl|8syfY`Uqul>Z?G zV0vy0Os{1p8@l!)DG7wucT7bnA2|#)$lZyJY}mg-;*LsM(;nQj2rsTz$|ow0Dc5Wiz;$(kl2^2_1ZOn{WpO6 znT%-`3D>{uf*rwBrV6r&dsL5{guxo|+pA}a=0gbE{3OyD$d*Q;)%9WC60L7XAFN#|AmDH8kdl9E(kHY`r=4_udEK0oDTAzy3G0A1M=% zvpd%TO$S{RHsAtP2vztskh3R8BIgn*hOV#l0T{Eh`j-X7*xa|_zX7ry|jNkS{xVWGVM zgOCNFM8@%^Y)AcXXm0t^MDK7r-1zHNXXVECs1_RytU*;-|U+ z`yE(ZhGJv#re$E@Qt!LO_?iBRBvjf%sqa)!8F>((80BaK0v?b(~^XgCvJi zc}`b@4kP&7Y)f#{xZP~odkf~x6u@k#vpygxWA;^p$ys1vcUB7;Cs1SIR5bzyP1BIf z>ze9cSw-+I*$%wQ{*=rnFMd?pz(GrF?jachU=pUgKtDJkkeYb^1KonLI8!C-mfS4p zVRir*YAdZK|MmjTTMZU6AIaCS-YV^%;PuN?vTuO-!>rivH?RM_0CV)ljUQk@JWE^G z>_Zd%HMnNP`i@NNQZUxxZZx}FzoV0Xi2i^km+(pW{MYqJ;Y8G~yh|_F-UW*Hrx{ zqKF&4bnnA!AQ}OvDQ!Q)CM3o_KU&r^voSh>YEv3l#Ddtz(M`q_%$c{?q?(2H*1ebo zEa=FpesDxXp6XLUmhYCoU;f29VF&JO^HAXBE(nPA|6Pz*_vf<+CHVN%PPDtnRQR zt?1p;j4(&AwGB0AH`ex$8Y6wnG{|MIbux~6NolRVar)zbcXm1%8bOWpw2B3&f_wrsduhE{Np3@+}fHPW>xdLLI~$(d%^hgq*f+dM~kCJy!66 zSf81rVFT_XojCZ?F~g!xEN634MNkk1=xmMG!+%%a0nqCIT>Src8RY*k0sX&!d!p<* zaQ##yyg3H$+%*y%n_?0m()_mrYZGuv`*UB)`77p|D?rr*z_SH(+~$yB2PrL(p}=hk z*^Q~)_x%`P<~Os1lnneMDbRBd0J&}xBpDT?W{YzES{UiXAg@gPtr2cGa{&l_?e=65 zyun3I6f_ve0OTQd;K%z|I~F=yIkN3iy*GS1D?Zy|N9E5tH@8tEEb2L&T5ZW*{+}i1 zVEV5lX4v(=Iu_Lb{YBsWjcafTvg=?u(l~+B@Na*uDxeJ|rMo$Z4OC84 z5!6d}Y}h;uln2?6AK>hKB(sYQL9{tMP6p}wxKQ$j1q_YqgB|L%3^wH}B--f>aIskwN|kq1u3;nt^rQCvANeuwX_v)idCM0ZB2S z4&VpYTOY~>qK7eXvhiS$wq}+{oTPmj`GAMD?7-XS1(aY7G&)6$W9Me=8+U7cqErCt zw*l)sWPSk}?)N zN1et6>L|?xhoM@M7(j^mK{ye*zD8;_z*1?}uo);7LPWEHtb`vFLxo@_P~x!#cO}UF z#F!61Z!BhZNT6B_S0dr7+Cm zCxvf~c@_6^Egi1`wN@!9Yp`u;)#ob%q}=}3Bv>i?DJm5iebslO3qSU2|_407jP+<}U!4+g_ zh76GUra@?~jlYXa%KFURLvRFpvLBqa83IAjAt^s`^aXv4FkK{TohQpJi^Ar+2e>^i zkKmDa~)`Vkg2E&W6J@|2qFXi7=Zb2H||s_ks}|7klch1 z%xWWg@h8y@^TR8uke8_1N5=TOM2xo44{Q}nd74D^@1UTpnvRe6+b*rMwYrkMLfTYs2l*6= zi_D=pP?c1M(0Dtq!@LTBzJoh(@(%cff0-fE@b5T3R^Iv_s~}>+9Nd?|Qz80R4nR%W zyHbS@gnrV*B1mP8i9DORau~T?@H0|3WZm6DVtK(HY}LzvP>fs{Gn0Ra_>s1=n?14=Bdm<o>i@3Iowtm1xX)pujDg|*f+kpwEGoG&Ut zTF=rH-Eu9qFyCONA;G!Rw;E6ppAqGwNqs|=t}oyN1$!bG;Dt! zfnHj8>02UOxX)l7blRfBy=1M1@{y` zd=MoiBTqn8BU$Ir?z3ABsxN`+#uIBDDJ{^8uI#P6Ay8tEzr9|UJnLIM@trn>(DDCY z?7ekRmuvs;tB4YU5`v`CA)$n%q=0mXfOJVCDIg#rf&!9Xq>(O(FC`!)NP~2Tib#i~ zr2BKb*7KYFJG0N6nKQHJ%$_;_teIy$!1~60-`91$bTU1^;ZwuR1BI}CHa_{K2pD-H}v%+L99C(gHVpC_%8Bq1jiA;E%&2(t?C}+h^+KLLhCGS$vt5tR! zT?`K0H|c&-?WhLqv|DHyX?8xnzPS9DDDM5jzMz(|pGUoq7RGx$)67_F#i$4+B z{OZ1Hhht~=fpM!;ug&cf{fegZT&5YK%B_uvGkv1(2w}2&o{E|YT4{^I7kdXBk(4nh zCtln>x3c^bSN~G;JTg|d7bEVBzU<}sS~!XK$2-`a?q~r)B7%Llw`L_;#h;)uNZDL> zmNid-H$L1aA~S^7pElQs027yVnA<(qOJ7%h-SmdeXEb|`bD;Wz5z@8bwPJDIEnB&P z-<t^TurY63R=<@Pk63NcjcCDB;x7?GM@!7;q(Y%x)9Y$0>5&^$Ns^9G)ff$NpK!>WSv(R@rl z%_#*L6XYbXg>mP)Lmca%7mvu5LUtZCc?Uz~S|LG|fXpY2wq~pDAfhUCM6&US-08Acfc2wJc|PKl)(nfSs{ReC^ZHFp=$qN2uX+io zsu_hQie&u7Rhk6M9g{-)Z0w!%$;{9hn7LdIcApkY>Fq=Nh?NE2-J~4SFPr9g2h<4p zV%My*N{#{RkCa~kxzxB#g*z~Tl_-7cu1~qx)UX`~UQE)Dl}$W`WlM*xgp`@SKp)Q( zlW$+yJ&7~+6mC#R@n%P1OS)NRqh6Urja2j)&|p+Ut)U@91A; zL?i_Fm|n>lb8DK!3gBKDaopw)QR)cR`&lx3AvS&VP>L^;l($X&wS|;ILvmT?cbcW{ z;8>dh9zyyg-F5maZGz;P>Gr<%ImF4BRwifUoARpc%LMOGKjRX_eOx*^>=qc|+4@-)TC*ip+=9~7AzjUVBJ^xfO(@kNo+4^2D)Gt_!{>?125 z{NIIc2sS_42BrXpZyAqe#6ua^nn9>tId4S1Xv2s9$BQrf%kr%5$KW_d2SQgyc zgTpH~3c$usDHK%=&KbsA&Qt&BxJ=!Uq(spAhS6>AH8GTCkJwW-`6szZd1ZcdPt>Lr zinY9DhHevOGq#mClnVhPjQ*$Kx4kO9{$0%_%%f%l(iNWA@N{YT?b`0=iOOT;dgpwWBAGr?4MIdvs$WUhO< zG-U+ejG7$?Rx*Qs)Za9{d&N0o`B^qg2RsD*laA3o25$CDD^GF2C)hrXC9she; z@L3J3qAz7A21`@t^t{H)oVxUN?3Hrgb1oe*EdvyIgH#x1nO9_k($5(z>g%zn-SD@j z`+dcNwJ0-V=*PElgRwQ#Es2|5Ic(=2xP?mhi+|)#44I|Z&zcj=SqaWe7u3cu_r=s^ zv~51$jef!&q%2_+tHGS`O>DBox&zk16{TDUKfL?poNI>Mg6Uu|c!amUoI{M*PEb@ctBTS-er z%;m0b;};ltRxTHIFP+>uW+z}V(|x0nP}zI}?vO z+2?Df^FOcJm7f(hV&&FfX{~RSyh}Ky>zcT9ty!PXgtsu?@Pd}!cy!#gvfvmkR~MUG zGtn>4D~S`mz2sd3-Lm{Z>=Ev-7W-+Utv}B0^g3ac?cDe5~eX<|wJCXHp_bhF($y_FQbS z(LS(vynMMRC?AuK>7+Rf^v zynT-C1dV&s2lwzI>L+r~T`-KxL!9^TYj^&>{+PH3VeV?M6Slf;6K)-M>h8v;i+c-(-Q`DlG=wN`-bHm2M})~)s2_>b3{ZYn<|*pKp?j}L z7Ju@gx2~;-y1!qnEk|flCLo2n%$bp^{|4W{uj4i!94Bw$6VwwH&%wN~*71s8dTFsx z=Pa!`5|8}CSAILlH*<(G62WT zAv)@orDM?r&#VOk&(73C4kn8BZ{CEROxH4hdXwWxu?*z%HvKT4#-s6j&^!7y@7+>F z$5W>tlgh#O(+b^etCCxukP#ngqBxcWEPSz7%%=sOxfD{+x-g-7!mWbwF&V$f*(D79 zyiUvHt@k2kEZ)$A+P@CCGp?&O;&1hp7ims7U5tL_Vm7vAo*P*m36~C_XJehcA4yTd z-HR5V)rhP#+Z?X1)lMVWoJ8lglo3%U=k3Sj84DLu_OaJfz6r=g2S^v;I;^Z$2lkfC zq7|Mq$c_|ir(sG&<1=bp+x6d?zZrgi2jx@RJS4#Ru(`isk6cZT(kv-t7;EimITw42 ziqrN&F$d1e=CTuE0j{>!_zo4#(LRLF%W5#52kdL$O6v$Rd@mZ*<|iN-=0W1uy`dkQ zB|tlZUh zwg{d1#3cno>i;TnH3lu6_}M870z`Air%*mcUZOW}QkB)#jpP6FGsExm+SMtB`}r7IgRlHmMVHq9pBhu~BqxXXiN{VJ`T59SZ2iM2eVoS0EM!3>a&?Sn zLT+wBg)y-jwc5t9`kDfHwrv zp_o{8#nGcpnT(kJdLZkSt1|Lh+_O+|{O~P!lH}j-h`u&?sp3&RSOGbp&}6`0NPh&R z(CxvhB1`&vUFtc`U~DNOEueKfvjLo|LkC~I6?Sen{5JJF_-4l-6sk2bwEb}(>Lzq^ zUo?FF?HTqbb218X_z-&|v`tXlVzz6dD?%uY!ZE?F1PXEt}b#r#WMeBQ0 zkPIf)c22ezMQEQF(vzxy>dsI`EC0>S57f5)VU?a*LKH>@Kgco`Hc8mVer2*^fwH60x@09UJ?h_V6 zPpZ-FP;v#r3DLg44?CFT=tlWMHkj3QBcBq6P zgH`lfq~|o(EBgK#yz!f$Lkb42Z2oiEV1_TNXAE&fBRgSUK+OGIvy`a+frxWCZ%tqA zg4sIOx35t1KHB0pg1B?9s?6A#@t9Kr#p*#KBBp|*rtu%oZ+IwMD%aa+7LLw>`kvtS z4)^VQGUQNxo@zF%r&cGa7SV&AQ28An(5JQqb=AI?X=Uu}jTxy>+LcNqf|p9U@%&%! zvs&iU zsZ|z)oH`fR<{4rXqaD|ZQwJT~_#gX$3T&&h@3~()MT@AyhZCzdk`}@@;pU$t3HOBG z*s+f^SL{9pKwslt`SjIKnlsCYyW0oi{p7@dJR$>S*RDrh+>`#kAjpmOxr>+^id>#0 z4i$wr@ZWyw)8Jt<*3D$ZgX28Rx~Za!RKm)?7JYgC??rPu#3;>tZ`}%1SS1j3ypyWs zR_vZ#uS|B(^n>2q$bT*_`vD7S=3ytV22Y)qd7--R2e|({MGIW5|I@JF#rt2n5B~@L z%h!G2i*X~hE;&TkpqlwT?$~%b2tAO5E06*}>Z0{;5JKR=CVaZnTYCaWR7kfPdVzry z4Wti_5$`74@O5ToJ7U7`&-wiUBsSOY2tSZpCiW5a453(`BD8Dzq5qk!-A{+O%zrEU zXC%m#^>1bL5L%r>P@YWTn|5k(g#(rU=9N(S`p-om4o)Vi2jErGS@j zT{)tyfQXapakGEv#)uoe3lEH45kz5s){qK*Q1Rwn?&pw0{_BIlfAkC8I`m45Q`Uuk zD_75Y+5R;LfOo4WJSB>Nm4`_6?FQDRa-W=ms?N984OeLT@h`X+bK$}9&fw-Tyy(5f zOsu;G+OCL^`Zt3C`2|-B=!5P6+1V@$J|b>>P)|;ilaQV#h{@XCR<>I{YwS=*WgU_t zR*L0>7dXjQ{|0tW>?!a-wT2$3+~3+N2WF;BfLnm*@wV zs-GfQC5LX$z)x6)MwC1f9Z4+&r^++Y@9c00RQk8!CLTW!>)p1fOePVUsA#2!K*1hD zq8;wGPb)top^qs^VMTDEtV0=5vWVoZVfF{q>MVS|ahhJZt3mv808+BxG$4on#y{MF z(VZiU^j>S>bxqlKL%M}#uG0jiYbl2qLdfHCr|%dv<#Kmvc`)QW6QRaS5rH_@cTZQ1 z{&bDuR3Og_-p!9YKhKiks~>`7MckL=^4aHn0l-C7|d(7f1J|v3bLb;PoMDzmi;+)}dh{r#+EBj2U099o3^{&(w zxSmr_S%k%@NN3?aOk>$y)Nh$RgNx&fy=r|i`5K!rlD^5cEve@_ctXD$)B2|7pWb~{ zFejT(XbfTrQHFm)gmD=NntZg=1t2&7Ad-y;Z+X52*6D&W8G&oq)ab7J0M349r=#5K!pJ?RJCXcZkpPm6WCgqCJp9uVFJY9FR27jo_G{xjchX7YKmC0_{ zh3Xq7QeOb$Jjv{Sa|1FmYbRjf*W2ZqAD-U0H1*IixJm$|({h?>Q&aXv*!T!8Z5v*x zA;k11ln_yJrQmPfMNs3^?82Wqi9~xRFK~0u@*q~CepxAV@j(MrrYju@Y|n5=aeVBp z!VF>kwFX>8mp}KP^Cgs-2ub4XN?ZO2z68QkA1Xe#fkUu{nQ7d==?9l*Ikpk}LV2%! z@UPqFhTeelsj_j|y-7d}1ea|a(%~B6YVdrml3K11s77CZcD`<<9wQPlehh%hy9}#Z zrw`ysaxG}P7kP=5XGqq2NQp+Y29`Zw&xp1Lw6y|a0y^A0Pa?b(-+00(0_)6St>sn} zco-_mgNJM2^%a;*l{FtNASoCM5a@RftQnDe9yU)%^k|(~-G)I3|EbJ_)+sgiLvDBQ zkCoRI+qVp+8#zHK!|Nl_en_iAcA=Iqxqwd?Qe3uHM@_meoOpOxgK8gDFgb=M6UcaS zlbwN9$yKyIkRp{kXL+M@I5b3cn$|<=q;H3~RYF0yGJ% zX6eF$u2-6${!Bg{4X~TRxXd2uw+i1MTBd?=mGKRj6$Wg=p zEr$e0B507E&PVua1|Tb9RB;G?a4KM3KCIbMDxJF&{6Xic{^uZFfB~TWmswV1IY@fo z@gvwR^V^B+LO|Jf7vnYFf+yDQsV#`#S^k701iTvM*MV$TN`*&V5jM=kgol(XUqB`t zXc-h5v4z<2U6z6@CDLW7oTPe_b#+=d2So8)E3??Y4>D-!dpS z3i6zCnp*a+i&o5Ilu#ucRpmFT0!|}4HLqnDBc$M;~@a5=<*^Yj5{#JrvyB zb=gQib1J$@%BnehVmSxEfyNE2x@(mg<%Ho)N5h2-M*U~ zsMwQswwqhDg7XDw6;F)wIB|Q-+9t?cdh?itdMXK!iQ;5Li<9>gXTO%*jFgHWld7=6 zD7?cNCPt|K;u{OJGnFM;83Q|?5Q|BLS}69-n47phyRL9#NWY?}ciN|>8=Zh0L0bEC z34|FU(l0!v$lI?2ZhXOq#{LC8J z)|GCOE!yT-d&`{5vT5qL@>x?wipJhLu6}>&vRwdQQ@V(BJ7vvva^h)`ZhO1?cJnbYitU{fNe0j{! zo5N`A2CWcQ0B{UhMt{(dz8)`Sr_&JsdJkq)98zUUK6EO+DDy_vz`2vrMd@mLp0;L| z8k2@2Q3@u-xAzfITr?{JSbbGCJz@~4I2l*!_M0rkl_=PduPT3~cSABroL!ezCWWA4 zI3t{#;WTUMk>9Z}6K(Fd#Fgz@FNKNMNXXPr<*fiyj;Ifa1KZ{#YOk2WX%+6GB#<)f zy-<7E9RqT{ZiO)aIip_7L%jL!1GSi8ytXE(1CdZmzf56(4{K2BqjzVIluVN26h9== zDtD+Sds-fpF51*5AuuSYseQV5j$LBuNbySQbJO{7 zwRMs7Le?2Vg{sy$I6_T**{p2sW*UBTaBJ-yKIcytl1{3{@NWeow9hcpj%1(Hw9K)` zun#nOqk`Giw<^ud;2UODxgT)H%&?BUo4PUu`9c7YyGH&}{3Ik5 zw-xU^<1NeSepy#;AsZh>ZYMevses(TO|REW<}||{iE9=$`Rv)ua0b@^O*7* zFDBU04Ii)*7h=m{d@$F-q^48wYj@;)_?<@ELN>H0wXG>cxvxtG@4T!?Se}r`>FLzm z8Q=9v7rtcm%rzOEpRjU#X_f_C_tRf>llQ-VMiB@E)Og*$z3T9}ZI0)vSH_a-lwd?f z!V<3s<%F*Nd-Gh50oJCXFPLSEhV;8WG9m%@tJ=sGeq6l3_e_gld|z{T6t@FPilWs6 z#ZP>sivV1TGg**le)*ri;)c^;&lT*p-Gsybm@RME`W>6hRnR7V_icn9=x{|swe3P;ZadmUg?_TA|(5UK<4#i8C zEu6NB2{B_CKG2MMXHrq|I^(?6UO?+dzx>_`$UIj(|jIhA(tbbanNqey+spZQuzS2_)J@69-IiD^gpYs zeD7vBQpgpgt_5m`u?!d&yXR(iOGGVS8-9BqLoXr1CYV^XdzD)XEi9tt>Ta1cB%pcL zq#P?=`|6zT*L*|eEw*mOJNY_Rm!IXPDq2|zU0%y~W)^)xop=3!kGQ=1tm@CE+?G*S zU+nR_s3iu1Ui{{dJI^AvIkWw{y2FMd%!Ti}Ucm&v65Z2HpjEEXACi3ILi<;Kq7SHhK|=#&`&R=SD{E42D{$*tk`}DxpYMeHL*={L8o2 zwKvxba)##O>?@>ZQAqNqzs8PLKs}Mf_(1&2Xda?swUcdxt1;(7JX($d4mtbmg>4b3zS53T? zIjD-8(Oi*m@-#S?bGjQoIlqCTcDQu@_Eu5Jvbj}?hC&_(#XFynIPmML(tJwI3srDM zjT+?`SdQ~0w`%!W8b7sPllRG^m_^eKX|OgFBh|zEUkP50G^OLF_2=abtw&>OLpc6X zOQJH1mFe8!&m&*Lk7dozin#_fRFm@U6a~q}%p>&eiN6Zuz8}Y7dx|7B_C2K|la9OI zuDQmSIhu>D;0y>7!1d}D`#4`WC+7EK)bcfsJ8N|2x_I4rLh@xge`%^10JWVqRMsRFkuhuHNrtS7nwc6Y;^haR{xz3Tq=!d%DkDuOZa;rCb*LyXH&TG8D zkEx-3l_+Sc?1cpIt~51Y>U22ycGa(AC$osj)ngpb?0Gp)+ebBTp3$W5iG2LRvG2vr-5Ty*qA%iX_swpbx) z%l;TEDyZ?`7SldGJ(BnSrB7W`C>he{pUwd_;to5{8E*MzW1Xv}>f^M*bV4Mtflc28 zIBv%tHO{gNS;Rk?#vui1&+u7|O8zX+<}dUVHqZTfm_?3!p&R&PPXxU%8cuvJ&@g`M0ef`y`g z`+O3^S{^Zl@0l<{6S!4Yr__btmSYTme`;`F6D{^R_?r35c!11=1rAo>b$2-(+sZiX z&cSYZE$JsJtzyh6nFk+xrWnNaF3uI4uM2wJB#$Fo^GmcoqnCm(V@HRMa@n2n zZ{4EFJ_s+{E(u3g)wzg3fgfZi_!)henxxI= zS^2CwrX!P@hMCXoS<{9}@BMU)uceoik?Gtv(5<3%H6LXUM|tl~*wM(E?8*msVKO;b zY<4kmlZj07@jo_%qTY#lH z+f-nRg4rNSom=&f6rEXK4}QdbzBxzs1UZbZhdZM4X*7$f_3d2&RgX0@8F#GMld$$o z3+l|2apcV_u?ZGb0>pQ!PPFZpeT%sr_--~+F$&;(*_NUsXYgt29K}*vv7hiTE4}sh z>s)}{&dlmjj8Xs1HhWKbHI?>Ft^MX|LT2rcyMad&X!Lv|pP6=`bk$@V=h&^vf$MF& zV(hj?sNlWVimA}2OFUS6UJICx${dZHFCXss*TRmjDwuPc19a5^;J5#$}7gMnji%;G*9P!_Kd#GO#yLgO=&Cw zSv*bMTh&1d0wm2i17u|_YPAs(+x*z%-8=5Tp4>v&VAGE|6$`&cK^mqQJ(ZYj0!-h|!<8v(_yFLhpA+U1@tTN63?0xIfm%l(BF_rgILp>>eH# z)Kj@>NtY0YmyQ=*gfpKz=i^S8e0Iai(KNnSH90vff2nWI{Lw{9-%Nu_3@YMBsFu0X zXO6mA12RDyVS+8+-WoL?_BuN26KsvJSMSGN-j*UuiYRZL8G_tFkGa$a_}W=-iVZ)3${&mK=L@^6Es%ai@(~^98J{6Sel08MQK5 zeG%2Pz3G49wGrHM>x zQKo^eerl1%D1b?@=A_ccJ+;QfDsv5eA=>Pj9*#4%yl>=;xfQ0&&sS0kgt-niSu+MY zN~ERy+V8up$_KQ)CysBOP#6^iwY!}~c=FOPYG0772A9z53SRPpl!8z%>RTOA*n7J$ zxhaDee@hN{%Agzv;!7%DniAPtvAtMF#LdB7y&~v6dHNmEp3}>L?TV+(o|(6x$v={p zYVR~J%-XB^I`_Yq+(x%__x?)OWOx2|DAKiYOS=M}N*a!C{b^+Wd@{*A z{yP~ML|*Bl^#AyUO9D_yA@WU?Ee91X$2up0iKDa$!x}VL1rXkJeNTZZ+Vh6y5wwK{ zWhm`q`#@^~k|a;InhZH3M@7HnGDyumW8dIFERWz?eSMJJIAYNW0cCFxY>l)x2uExk z&Jfl>uvJ8aPef!LLZCUIq1CfXA*sEJ4!YM_p@(Fw}bS|tU;>lliUOqvG0xaJqR5S zA%;hqw^Ba`Xh+LP?NhWGe$I;43r_4=NC5qB&f5jM2{Fr*0BX04B(UjXLXx4fGz8K2 z7^HvUy7ca44k+$|h~RkWIav&xy5&I-nNzQB8h|SQmlazg_9OECAQ*CSb8nzZMvv$; z))}Ep@<=vb6l-n~kqSW;c34;Zw^jui)gko*(C?DkKm=uHx~y{VmsBF?%;iljhyeNG zJ5<+ZJwi|6e4_xx1f4#~?=WPoQ&%pb3u4u*Y2HA%MH|P7Ffu?H?sG*ek%IZVLlAUw z;CM{y1LC9LPz@Y17kYjo(c8Jpy2B7PzU_DEksm_-V_$`iO~Mx#%Lp>}k)_qYZ7d^r zS>@(;ITZ9S{eh<6_Ai8siy&DMf%s4;!v*sG9o?%hK#CW=-2x+uejg)Aj*j>9HH{x@Hs9c|+`VZ4!VE}i*gc5Vb$JZ(_7$6R zhKQZJiSzfqz&?V?Sswx!rUsg;b>6$+E=g6HGOxTHWE|%tNeXIk#ODlVRCZ5v9eq*r zV=bRhbVaiEHEkN&JD`tuEr!S`Y@o(K8QOVv1^%G~Qu=GO>MW>ogOKu$R0bYi1!!4g z#sAzA*adj*19EHm@eC|)U>YD8YcT0TFQ*Z1kU?ZZ+^CV?DL{fDQ25EYevExWY^&+Q zGB~%&!1i-aw6B^NL|P+t1y|8Is5N`OT4;R^!BolUMzeq2RxxPpp?XE>!+F&wVQL?w zqiI?WL3{u42Zknm2Xvr`1movm6n4E1*GXE@8J^ zf5S9E7Io18oP-_1YNLPLug5*mO?-;bJaO5IB0YlOJ@+0arz|0gbVGfVg@f*c?uk}o z|D{-K2AcI7%UC?`dIY`0IuwV;op-bF;r+V8K} zwu3XkZe(n1w;H*RJw+}CrbHH45V`-rLIY^>auq_9$tA1lCZP(qq8MR zMV^VWw;b1%vd#Qtq;n6U4PIJwGV1%wItF3;a8i=6VB>K4_`i%_qKtC3uT^sBIMnLM z<4?{fF!3-F0VO9}AY;3B4l(>~FATuP{^-BVQaULse1!#W6kLU_>pi!}jm@z>DoJZi zUmwQ*Sy=t>pHCP2h#ACsGvWcjf4sGor<|ESh2f&|Fw;;`jJy|p-Uj@vZiStHy?Pf( z*U?g!8Kw*nKNxQ(-G84?y-~MOYwH_v49})i{(GJ$*=xB;oknm|A5Q-J5QB=E?T7aW zJu@x7A93^HIeR%9=>s`FM(cLi$E>+C^UlLZhV zN2wmE#bybn~d@TROMeb9ad=I!=m?7;G)2#-V)FX%|mFSWJ9@|J7}&md$*Dj#&` zHhf~weBfD1(Qu=^u*N~eGS2*UR-BXz{+H`F~`(rS=8++#}neOQBXU@6FV&zXO0w22>3 z{2WnUW+eLK-We@L%!)&92wC~z(Ofx*P;qyY=1!RYR@LEQx#_LQ_4%6hT3Nd?ENIpZ zhW?w#R9arJb+aL}!H{-bNx*`+2oI8Y#0#qcq@wx!9zwH4{E@$9I|cSKsr8lgasU_W zJO8=L)ku@A z7dQuLXD~1}2f1rf;5(=+4=1Eb2FuU-@047sCsONn2Z0>0#NHi*?MMuQ2(Ey~dJZxO zt%iE)JG7jYpqK5O2#=<}j9#SUZl~Y?c^}{8h)>55@(`I4vR|0Q=byeK0)?SUHZM-Q z_5ZZxc%h88Xa>6r8-aF83AyMjns#~TtD51isx|g68U&KLNv@lSjB(*MAo+8))+VP{^g0l*==<0 z{sd%c&rwLY^HL1*IBq;_LJcT?9%YAm%Q8IW>~t~SDOd^NkHgZ<6AmpkPspafC9`R3 zkU}Fa8iK3G(sK=P`3NbK<5zuueNSW^%b6Qz`>H_t{1)QU~ zKWEkMOnEPVako7H8lw-l`zQ*eFdcJ+Yk?N-?%>EV3tM5Scvp%56JG1;9@#ay;P*O5~In8VTp`069*bU zvMow&Pk!mU8j%rW@Rf$#rmc=fp{1$2?<4#ceBqyzS;xLf6_6`P4!`O{s1o5H*;|kr z{>4ZxJVrXZ8OTEn7ng4KIpwr6Hq-7HMwb1+Mo7ba)U^JlibO?iy7U8`hS;bAJ_$=V zgbNBtY@c<-&490m-9~58Q1-86SI3POh26JFEv)BBReu-A#TLk6430SvNWtLrM+iK_ zg$W;7K>tFdtv$}S0T5yCfC3r1T(gO-Q-y;Jnm(Gm?w-XgK6ei+XThW?MOUK5llY#^ z=QNpe{k3xromXrXbnVzaEI4+eBLLkYNUnM$9ngjw#(n?~;`lH4^0nDZ!vdFXV5w#s zx~d;ER;5Cjc}%9U3y<)2#&;q{oo^LnLYLScry+$=C`j2|U=Vso^}@wQ#g)hs9$tQ= zB-#wMnM<(=pndsTP~k4z3oNesNJv%2&Wfd9X~6B+_0l}xQOgElD%$;Ggc)M%M@Wrk z=1SrrYum&C${eF$Q8+r(mB)szGHR))eUY_At*;-Kd5Svnoemo5#qF6Xq%3ZlZ&OY@ z+;QrKE=u#8|Wae)Q?}`(-)V)Q6&uOhOYH z_G0N12T0r_KDF$w7Cyt0+w4lZU6t0Yoh}jC%XX2QKOXO;iEF+VzsZD9Rx0mve@w|T8A$`r4U*1oD=w1=j*ZF#~ zpl>qhPU!ASMQM^T14yEH;#5d^NlaC!yLOEeCZM*E_>x22$3DUW63q)*925P9s5}9O z`Qprn@)fblifG;5$WUXKNuo-T^K8W2wp8|7#?#P$KCJGRanCAt6PH>9BzJuIaFD&D zG%9*ivrQXi*vynSWNwvYG4)%0Q>#Gr#U|=nWQ`pI>7kR4-uueMDUM~z)$A~Hho7677$(mtx~Ax6IQxm_2j`I)7q6AJ*26 zr{!3^#YG0IhH!Fdg&uu(i{Qf)YgDhQt%Xax#hv~Bxt09b{W~%RJBN^x?7eG4#UMO) zgPJ5IxuGYqcGJdhpYOMVZs*^T(9wM6t>ZyQzYIUi$1H5E$k4>9Q}|ofi_mi7D9`K3 zNlRENqeCJWJoW?|*>^gtc!^4865!KGqH7w#YU3en1l;%nQEC-t9-nJ{?ewiRtf@lB zac;d(zJh8Iq=PdE`NRcIH0~&e z0FPv-KSEp3fifMg@2?RTJurGU z;=50Na<8#)lYwUZI%Qn!j}PVIdq*3}-We{4w4m#^{=ghvf*1~*JilgT`gzbpP#61M#;V_X163vx%3N2GNc*huT7upr}A%U=Q%eLTNvP8Re+|m!0o-y>J(J7u3DS`)dkq(72Q7JLa z2MJxi7|QP^zycy<`CmvYSZ6nmmW+@rxzR?WVHs(YX8ClNW9d8`W_byq031*v9-Ju}v^ z_jxNR4vv8co6(^6;|@mFO89KyL$zp;!nyiB$6J^4#T*s8OUpL*x;Fy&KMkt&qIDTf zl0x2TW4~*bhU#-t!iBx+5OvYt2(bdIsdq(ardFv&>U6{H>RV%vl=uM@p_`^h$xgF{ zj`xEXThII7OEas{VsK_SiAymDwsykNcI=bVpP4tRPyFt-m~C^(ALZQG{8e%J(@V1g z2LW6m8E>#_HRES-!H1M_U0iU(=y!gHMLa&OP0-{V8<0Ym5w2mc?e@WayEaGk!Z&NS zjiz)CYMZrb=U{yH-&7t>WRWw!X7DK$+3WSt?=5cvQ+{moHr@0?JJk7&kR{$L7J-vp z0tck#T;WE#-8TDbPOYScf7s^V&b^;B&QLcfvSU5QJI$c#N_j9muk+3Cy=%vB{#)dP zPNfSQgQ}P@Q=Ej20mGIHEHhDH$oFtP*~r<*PC1DWuTobx5L%=xY-ZJ`!_n|55iM){ z+_#S&lh7}W%TAI1(l^_m&AXtH$w;nfMo}!kfY}jekrAnEXiY zVWWIqOTQMzr48PQ|9dW6<%F-lcDWbmjGJb(JCD1Fb*EFBz0Gf9j;}@GU82lkZ@zow zN=QBWUB>%`eEUJz=zNQ$(7gj={LOGp=r* zRc}073QR$ZkTqPRl~5`4nBmKV6=r*bRN2-yM8AU`XP%KitSwry+niWs!pi)V$I~^~ z!W8%*O>i;QHtgQOEs}K?b2HusTajOq^*Cm?cW45>V=FN!=%dM~N*nFvB0sp5e1Jf! zz-7w02Mql&8O6mxoh?z_shv(s`ab=3q3u6Dz{z6AT#b#)mCEdGOWC_mPpjF@lDiv7 z1juv=K9%b!DB; z%g6V+vOMeU*y*%KuA&y1b*@(BVY@3E8S&N@=g#F4WB5iywG8{()q5vs^9WO+f93V* z8(j-isw_<|{KbOP+@|BmYgkIR4+pY_8S(sT8ke;jqv)8R2)l;fWWEZL9$PbmDV_Cm zMz#)@Nq6Jbu|qRt0*o#VQ(JeL8BxA#{B1htuk>V*$Y1YN-Ni#jwIF50%Ig}Fznr%w z&(7rA6vF{(oZ9|9fK6f0Kxqu)X+@Bj1gK=CAECF)~&6mINyv zxq|E-j|^5(0V;zng=q-wAmUK+0-!A$;^3TrJRrULcc>8J?Vtsg@TT{T;a60U5f6hP zENKZ-x?YFKGwQFz|BDy=l3a*u^N4`|f*_ng@mF9gDwU*wJe_~*q38GCrFMMSgYxJdhXn7g?$`?30 z{nebG{1|_n8BWpntLiD#UWSmtAfzyE>Z40lD$E?>-IPbv!XX&Is4h&YN%%Y!X)pi* zvBPXYU>b@+JHPGTfaJyW6 zngt^9fAockhj&14ynQ)2N``_JA7DnF$^f3|ok8p{jgO9dz!e@7tQ?<*{nX!=L%*@Zk>F7)K+{!}6EkpVaxm4y_U??D1R zc=ou&`Oa?)*N=#42VPW9n#YKi&O*=CC#_|V#}JX!XiS6F`8UpdTS2Th1CspK6~|=| z?t+Ucsg2rWIyhqo;F3yyAS0jy{~*PScKd!YEGj2)(nJhd-=v#qK(!hK_+ru~<0M`{ zj1Q?X`3|P2gxvJg-cyRpKO?^GAw=7aLWr**!=s?=!MtZiiK)M4$%BmCyeEbzk^7Y` z5!vyELI@pe8I=Eyu`+6;)>R8Za+l|;6h0Eei7snyR{ho)8rp#a$*>OFSo!+TbB!|r zh>q`KYr2%S6^`!krkBP5^nJavfr1E@$Ev$Rx-149Yx*+qA(CI7!Us$+y65;|Y9eFu`mnFx8)$Jp0~<9JX{}C9q`vGa z{za!+anCR>^>#v%Whp+lD`2J!jA(}*ds4R*kbEFWIla$-i+52Dp;@ilrR_XBg!0K) z|3<(#ZBT)`RMqe?QfWBD;F<7tDd2ytOc9D7rF4UAm<5?hR)hB)g8ca@>o-*%-fDKy zDy>RvhF@q* z$W5}QD*gB@VnIaVw$=b^;a54T;+<-C$HTrAU2`r)ZgSc^F+dmvo0NxLCal1Y++oa; zo?5vIbKiQBCz(nE_x}=%Y;g>{SCed_YL@K4r1%m%K;%d=#^sC>-_z|Eh2is+)eEXF zrMI?2nO#zsDy|vO^bB(q)F8wn;1C%hWk?tI^u(xsLu71V>S{Ksl5lb!G}%5rNAUnP zx)dc-odVt5)ZjQAK0Uso+G&q50}l&{63jvowTxNqQr4t~VReNUODAy%TyDbAy1jsf zmg#-SmK8O}8?L_4bfj5S5UNl}0_=2%8AJH!hda=bNOAMr;6k~EaEkWwzwh3QBWAB*@{H5Xd z>EU7ZWB&{43>+)vieKk!=1;V{!&Wqv5Gs+5jb32eQZ+O=*)A(rGEa634CIb5DiO>3 zykg{~G%i@T`R=@7qZJUrbthv7mZ^?_Chx+#FQv0^@Iw6qXjDtZuekz)XhNxP;9l`7 zi$V%+0nD(YZcFUo2`s)>1}5|D%*4`r%565GRl7I*-{ar5w~+P5fU#BPh8va$gJ@KT z`u(p@{Jeom<6!kW*CR8V$TD1LR6UAjwZx5PY)zEQiKB0=Yb*~z**TWJ&#V>vsmwcAwR{JPz3JzcHkVrwCT8hVs(Stc9^pEho_v>Zj; zK%D)LSTb#Z4wWd5fi^Y6&m-G!O>?1oIGFG$ni1C|RE!{%`--SOQ*3D*HO;v~ zgVC@pMmu>K8D6GB!7i4}AD!y0C1J|C-?{u1S<;MF)NnL|V~ja}i=cvCD~jy;sR-x5 z3VC}WRQ+|QKLO{;>#ji#^DsqCjLOMk6b*@5_1#|qzT{*BtllP9sG!kW$>S4g!E|=f zMH{!s{B1SDO>Wo`hvr>dT-+PWe?koxPkXl%*P#;3`^IX&)mfO!`o6Z0i11W3$b3I~ z(hi-VC|z0eXp}h8zzpa^${AVj>r}C~8R;w7B(7!bjM4M3BE%uw)XBQc=Xmu>oZLCl zGSPf{y2?RIiW3eGYv>0LMgC;RJx-3Wq_^OoSr4G*^eP~Xc7UM+2`QDHb$7<&$H++s z>KGj*W54EQNbr7;p~KD&SKuI7WHd8Qs1wJOSGzu7t&VVq?v6aVE#xB>Xc(*Ju$(?` zF=;+XmU}DcO%MCa75+oYRwhOE?h`4?=5q+>2HipW0xO(wAoMqT3&9Th`;{v-cCz`T zBE($igb~r`PWL_{{r)Eq3;uDZi0z@n>cA z!+qENceA47OH2ZdaCD=5wdeKtrjJY@Z+FCsLaiK)!hN^@u!y>d^5)F$km;!vu8~^F zly*ko>Pnd1&8A~Pk>Nf~&-^>|+2HFiyKdIp7`@ed?*n#j!@a3?@{PE?^jdhT)i z!+tVi1-_2cM|p3hsOvzpJ9_?a$<&AJi+zZZTlAUR8)-?E zne&;)wmd09nG~#mW71X47^p-!af}^bX^2sJK*uA~%|!bbG{o+)4x<6rU-hX!xHV)= zgcUw;6=fr6@;_mQ*s`kFYNKLs5_fE+nO`cguvq2IUCbBbAlBh0l;E498fm9~ud{;7 zQlci-BcUCbxN>+jl8Esx&tNsa9E)7Lgx8@=-B`Ehe5I~PdZGm5laZSB zKNszeGJGR~mew>V9vkZLq;x429VHyE&pe2EtLe*fr?9$OD;8_;PRgNp>MaO)*_i8I zc$I3R_Oi2-B6+aucV$KlPbpqH3SG;taa+hj+v1LWaOw2IK0{D;_6yS!97S^8x#qqj z=VJPdnEAbHq+^wC3jc$&%3pz#N?Sz-1qp7@fmTMBfGNRG|L4RJ}5Y3 zPPK|z%fi;WM?yUs3y$|)LO~LzwP0#IAX3fK4zstpu;;&FgaT&*cGtEAl*8M@%I)k~ z7zwJ9sb^jVnxtA+N5{o}iNSGIBGBmO{+YeKJjgXNxLy)m5qPb?I3SHxfby$~LYQZ~ zPr0gNvu1W9;F&KqX&ZlIJAOS6{akyRz`&Z+tKp!g(uKg5WA!`RO5I_q28gu^yj zQse&fkk)Baf!3pGrx=|gfN=Lf18r3EGAK;N{D2|AuXi^AE#xdb3aP?4?IYP9B!q}aMw_=ykOM>Wqwhd9=CiCv+XzF$k&3Qjpn)#IhBx>p;E#+sTs4o>YbSzX7+21DWbvPZ1 zW1S>y_uz$O{LhB?&xc!^+W7bd8-=Lk$3J#m5nHB4;iTX&QGB6)Y~^As)A0dwE6NDl z2vCGpzV0LlK0&Tbh6M;PuQ>Q<@Zklwh73^$ZNjxvWBo*HlsOU^QX_DD??$WcFvl9g zk5y>ZZh=A6gtJtu)XO?3lHEM$U)V6bVQBAt3N@c1*Ci{}mXznIhG6Q?#K4Wn9Nnp- zhWuO){*lf=f37>1Sm8vF@w2Jqg`0+nc3nfv^PbJrXf75aFQymvW}n;Tc!@ySre=m+ z9HG1vZ4{_+&0zHleVZY5cYo)Yn71QnM6+sYyvL2ECStz7Pqgu-rjBd7=EMFPq1`2rcX8^ZCy-&gSlgSa738;O zY@`XrmnqvZ=Ray#7#WIpR@5^S&(J%;6bx^$DEw~iXL(FA&wG}LhdL}d8**TQntKx14pIVX4f?aKZ)V=I6lDmUq6)|0LUn@p?4a|EXFHW;=UcIT`VnZ7L zghD{@YnS(b;{}afkbRk_e-ka3gb%x9!y}Bd+mSB?_I=@7Q(z|FxQ&$M1Jxwk62>z4 zP{MQ|PW+9P^U?TMS_b!8TOa&$?YhJ?H!x@Z38i)`dKoW%R$A-GDT9bcV)nOmvDf z7a;Yl_l&!b`QwNfIoJEDH17L(W$fVIq_b+=1WT!OAIM6pJRx!Fr8>-RdG5Pl#w9$- znC|lriDXm+z(E>Sn=I3b-mg|#?q(wdx>2%wBnZ5Q_InE;#;EaDrQxFfKAB5Ib}G#=Tn2H8JqN=)%9RVA`%dS0G#XVF}wkOUSK2YeBu;{&CZwxTo=eqz;)HaiOF=E!g>Ot?vo(Q=~rm=WrWtsAa`C0#DY(7({`v zp}+Tj1qedX-xnaBfd!CVj=*MM!srTh;LmO$R4BgYX@?uU;RWH2zy>ZAaw}bu7lF|w zXC_om?V|_3m4j~E*v0T6&Wt6&8_u{%TQh<*Xn$$6Mt=>>ndgezmJwpbB~|i`z@>u@ z`tzF7%Xe#mL8!Tnw1bZ*ZP5*)yQH*dfKBFqYaNhxX$7i~6;6qu5op>aNDE|Ns zASh#mR2ZE38)YvNj~ zPgt+p=hQePrNCCJaqGr?TnZA1g+UWbbHHi!U)3KT0CeQynFRntJbQxWY7f$Q?-4}s zV!89412b<-1aMG4T{6Yo2^l_LeY;n$XipP0&kS+VYqih84E88Vq`dLqUoO^00ze!s zfyB4h0Cf^%FKl$JGlpXh>_eW3TR%Ebcary35lhg{-^W`NU}Y?!uIpQ-`MsxKOkXaA#@p<5V;6p1(v(tCc8$R`R1KWxJs#-_~?{rcf!f2oQq)zJNPkvVZig^h+ zh#fY{D8?-^JIe{u;&&F9tswImggW@hnYQQ*f^xqXwxGD&j_tp$a_B>$cvVAdi`Ee2>Ay zSLe57GPnY?OEpH_wI=l~d(|_hpI6)dx!d7GD6nCtz;{i(#c$KnLSR0`N&ypV)W>O1 ze7!Yc9WoD=SJpfgvhMMGYxUyaoCCxw`x&&eJKX@T+o@rfr&X!x_B8;Hy@p-9dI(8- z4kXMoN01SGec>c(^EpOkf4 zwbYrmW+x+OHAc>W7jtU(pM!$}A&UNk0&@o0kbhqOU)-qwr+4rF17Bnn1Z4{YN5DtQ z032*aZ(LT)K+lf?Bs2&DXdY=R1+eMj@-O@SXoEoN-=%V$rJ5T16 zNqIfk!lx(zxmk7&+*3$fANDK@LGp_EJalh`+_)!rz_lBy_@Be~Kkt$Fe>;@X&wzUP z2hQBT4m{)|wOlQq!HtRD8z_afzNmqpp}559cVIbv34GsyLH2BdfP-|^JnjVHZ6J6L z2{4I{L3s$MtLE|?iU_zl-TE^ld@s#z89R{m+xTANL$V!cb^-bzK63-QTV7#aGV`qv z?{F(51J`RlfYHzzUw|z@4tOlFUjZdqx$Ry~O}+v=&$oG%IUux-1JsU|P>PcfVy4M4?sPnL%)y$w7 zFR(#$dI6pm6bJxmDsTC751aw^6w@FdAVIMLv3~>sqr0k&93MjbKaalx&m{MJ*E&3i znllc}o2lOI5ER4i8wesLL$E5)enHgc4B{f2mX}u9z$9MeDrGkK#LOevDz9&PD+WZA zguwd1vXTlB{{VhqT@9#Mq_*1IBo*qidM@A! zrWWxQi~+_G%VLfkP`~>#h=Vn4BsY6T0T45{)nA}`M`6cS9`fdn0e@f&WIujxwGWxJ zq4AIkZTKqmkXR2ieg~9=F(}tDpK|wU4|rSie8pm35T{55bW^=+U34E#6Pq^)#BuWF zk+>KEH{aPi;Mwre9XI{$lw61jl99tD1Bbxk|+y&NEE(-@Cy zQlde~>%13N2$kEqFi7*?iR*T}1F9^1Tpt6U3VX|u+QYvhp1o8b6~U5A!Z#}hpK>$= zNi0F+3^2!%KD4wQfKk(Q*|rY`BPvB3FsF|LX?(G4GFrF zdlAx5UqqxmW8k+7`2<;dy@7~)HkUpK{H@6lFpO*v0(UBbGzrW%OMRcNk_*^1Evd?O zFo^4Zg4UP4eg28`TT|H+P-Jl}nZK+oswy&KpktLA=VV+VBTS4L4+S8e%(EhmPW?4| zF>Af^jaP^6ClPS@U)p*e6W45klQ9KaIsM2hi^0aXg}melzzOT0u1%(>Y<_yTovH+! zP(TtyVOWPbIaaj1Z73=>>*Ux3=aI)880cMmie{E9@Qi%;22+>o^!k?z@E;G(&5Cpn zu0vG(Sz`1nYK(bc+aCkhmbTFN3vH+xExe2cKX>hsr7u{HfLY8vs;=NZdrsF65F4@- zw2WDOc%apr@vXxaj2_(WA$xgk@wqv=0Q;{R7PhTt-Mj4CT1r61g1UKcO({BMd%;u&#YsmTyJde{A3##Pv4kO29ZchP$g686e&oV zrGBEAmuy!6a@B&TCfs~joYq~DnnWx0e9L?T?=Ug)f!`mD(7@Dp1SzMaCX>*sw4rnl z>R0kA69&uJ=G49#LEQ&wgc4O(-RD3pP8{)Pj5ew07bQED#Mp)&oL9F+D~QLyDs7M3 z4#laSCuEY-838wcE0n8Pa}HphhCKFXOQUVbBE`m_K}BoF)&>y;meCDBONYQ;@Q5hf zMvAH^P9tcN_h-z3hMxr2{~0S-B;&htS&&JOvd7mvKC|X+py-xyg@S!$X^3jpk=H|z zVb+~5;P8#}md7hVXo`TzP*;l?;LDOJpSgWWWq6qq_MszWiPjUW3B5pH&mX1B5Yk+T zH;IbeAMH*9KLag9YbQ|zPaP>huEBQLu{YSo5+f1xh-DkX3&TR6wdqdfWoN~_oCTwt z!=(yBwYFxX2;2P02S}3ISblX*Vxi-i2Zo!DDM7_AAn z!c1GP8B^;boQZ_ypO)uMS$2=_WAw(2XbhwZ2DsM9Q%Aj2DiZ*~j&JLS=kh^wZ*4sh zG^=Wo>!4X96~dQ!l}#S;!~5C?Ch$3_{XF=kyY;2N69(kE)xs$4A3vK#BYs~bfsH17 zF5YEB&Ea@goC{uvH~C1HI+_4!y|dz(1?Ri-bjqEuD^Kv0S({T-PWRv3z-k9K+l;VQ z*jioaFKGR1QxS}Q*zZ;2Rm3~sL~P~;9x*3|MeMVL_^R=66iRF}?QCHrX8-hwLi_qX{SF6f;7p9I=Dqua9YL_2%LnUm%JL~4rkXu5w29gPrs+`N=AYH#(}UTf3d_65ALwV%@bmXt z1nHP@*>;8N1zXb=`p2G*&EP;Fg@%V3ZPSC9=asan6FZyj=gPL zlt%#s1R09t-{=qF^Za1N?tJn1bZ(fC4rx*AOCv@qrDLgJXI&^&B`pyTP}D5~dkSZQ zUm?Cu&=Dv=RfewHlX`T-*v=8E+n-3U!Bxy#P8`#%TUclvx528g1>;hZA=l8(r2($K zxqTW1he1~jm;Pm2kQZa(T~_dOPa@p|f9@mQBMCrvaGKnAS<+)T@C3 zv`yq!dt4}2@e8w5huzGSJK1b;{FSxjwW@&u6f}Z6rdp4BUp-@l7>Gu#Hd=l*4c1@| zKct&v`rBaZER)Q5)Pr?p7jO)9{qQC3iW8(^!9%o$wQJVfx^e=nH`EDok~6EK6!Yf! zRVAiUcoQ(oVpDWF36zMIyM@H;%Myu>@ppMQ`b;@Y$)72QX4G8`IrzljiDjgb@!1+#uYP4W3&%+_$^2X= zp43fI#rtTARBgFs(vB#u&P>eg3QehH9g7dhja1%ayzxx5NK%HU$-%^9zqO?~)HN?Y z?7H)@`&CkCyc1i`Dg9=G-D6+UuPDaxl*PS2`fPi#h(3`Q+Bq|XK(W4QbAl4iN0OzK zFF8!I#Z?Afuxv3DVHmGLdfRP#pS`x$4kp@21kMb*;rN910)WO(q~@3;AvpyvWw6iF ze*U5F&@@$~$Uu-AF^l01T!J)`n)yG2hK6Qd6$1S!Qq zXsb?6*oh{J(f?b_F(EO}yd8^&NxKq9%)qb^aYndch{-Y~zd1k93}#w8+dhSe#p+q( z#}(44MZ6BN5Cu1YqI0S%)&T~Z+_ieXPs1LU*G>_gpkA%SwN8b68``c)iB_Mf<008- zH=f1{TH%{!*>tOl_8d4<9P^~X5`@;NNf#zx(+k#qc_VK^VuO-Br`&P>?g*xvWJNuL zARCKK#%`;A3sjIkOH4|RB1QMNhCr(BN12c7`=RoWhw(pYt@+LOs(*E)KlYT2JRf52 zDx5}@75;gh-xgFS$?&B3X+>+^_^vOqbc+SeK^FVOO4T=HByXx}hQHj4rOk;nxkrV7 zYhxF6P)%lAt?D3FNH|~OU8_q|;=x^np#2fYkNL-Lu_`7Fr_7!j7BT5kgyRqo3g(Yw z;UUp|WI*SsqOz%RdF>R8?D80iM(7n2{l@bN6(t~@*zFowE~DV@=4x*gZ2abb%tMgA z_4tL*8ga!Uy`X>&Pnl-^^63C&oYI};_S#9{gyI#|_4Q9Dq1DYQLUJ)y@us}P-NPC| zpbTIxLJn4~EcSn_!8eK#>y^g^R@R?WD~Kt+&5>>f)TV4iywaR@U3EUVwbl@HdX?6d zi)sdShgi^{d_ZBxGF8v5PZkkS; zwwEU)LA|qG;a52KX!R$>8b%7$MorR7@l4P_afqxf((2L5KxLxY`EtmGBw|iqt4fz% zZEA_r9XOEJC#Mwh2x7aQr?6P5JGNZmoo5==)P1605$u>Hpf}~6ho!>L?3^wo))nZAAR|h zD&ft!DOhyxSf0gm;PW{1n^a)TMzc}hAEL4YG@S8Wvd1zO>y534XXm-h9JWW1u;`@C zPXpaUl9n{dY~=%Mugj&w8`$7|R0G3rL?%xOwKfGw+2q_9=Jbuq^Jo7EUcj}q8cJ8+ z?i7UySi8Azl!8MuWUNvh<CX!&#%{ZC^65NKTOak zg=C&YeBmm@3jLC6Fk4;6OBJ#>L6zi~9-m#N?mDm5g2PGf9U!gJZeY??^C9$o!^?Df z@zDhRG#%wf?V1^SIo)cGnWHT~Mi=OFOc{xJGGuHKL<2F{Oxe~ZW7^A7WyouTK0fXK~?H(up(N~uO7gdO&b_5|To?RgW zquV^OMqi)rVhrxo?{ZZB%#lZe+EQDr{4e zza#bSpK=fS+L@P4m-92iOeBII9mb|T<<0R}ajo+oDk~o<$>I(uHMz^0@u=U^&aY4; zO1Axndcsr~!bynPM}D7H!s^3_{SEc?thyToL25jS@~kRfT)keeF<~~cs+dEAA))QB z=r9og{jO?pO(R72RqxZaJnIDeeN1U-gPwQ4Q}vO0Uu*4^c8|{QSYaA=kMA~F3&#do zW=f*89HiSCqJ}3WzL7za&bXtwM{_8)t>NGcvlRTM9nYckRJXx&zo>WP&9F$%U&doS z*G@gP6YTXmimjP(%I8-;zoggvUTauta^g^uvDIs2+~|jIdJ9fkJBd`q({)-bn~P5p z_lc*Z@De8FPhu=KPq2s5eOx7Ru4nng(4EmsMP2KEL+B9}KS*p3!%8i*!K4vmQyr?r zFY~c^JN~d|m*nb;>+IL~q;mT_PV`tT&5JCuP0}V)0dbkALM8>T_(4qEf%&kmPjO5E z@aXI%dorTv)Jk67pdTDJ))y8su4G5?T5FnRgFGi75?v@||4#jjv3&dg_1Dn%yyA+>s z5E`q~Zw*s$TL(dJMRanPmlU7D7z7kJw&ABhxR^P|Z#cJ%fgNv817PL03L>_6%^weh zo{6J!->YI*m^>7mB?02mMS}%|qk%>pJD(PNAc^w?B;vV2>KsP8)doJ1cOFocptegW zq*f_GHMZdYN1Ssgdv8hIfUA;hY}p3DFW1lAppf#MX3Jgw35b$ocL>4GA!lw4&_#2B z7LmVjC%#P|h&EN^Y$vZkjCt7Z3K&K~9WDZly@uD%rcEVkZh$JJ*OYa9gaJPTgZ5Q@ zuZ>%_z(3w`HHxpPi>%dy(PbcRIyaliB9@6SPNc{o_Aq8wU7M0ysSB!shRU~VtC=7_ zvjUL6lw8N4D7A>?7^l4?3zGT+HL)jw)nE{2+4Bb41v}$C-xt*bLghG6P@*Zoz`6d9(x&V3i7mP#OX;ICl(JXgd-D9M8ouLG&TruBJS)2$A#G`GUX8-Y<`k(V2(B zl2#%1Il4@@g-i^;$VcI4?3+^SP&2^y2$OLg263Qa4zQkFvGwIFBENY7e%k7?mQY2= zcGU@JeUz!Pd;Q+CaWe*bdyr^5Quh-WkCmXF)H!gjo}*zbwgK8bY<_UcMt{W{NF#^~ zzS}hq&TAa{ExLQ71wSEW}UuoG9u3q|eKbu7R+c2eDsB)4`v`m@$4m=L!uQaY?!&Y|}{39`c(UD$LiR zum7}Ymox`r2s@1Tc7mD|D>VUew#iksJNF2hu|fgsKQu3EoCm5oodZWqh*hw52=Z9h zfin4Rb4rYu(hM*_s5UH6iI(s7JZ%-aOa>Nb{5Pr504m{=ASU7QlDhETHOio-uC z^BUu8yqyUk>4+I&{)?-nTa+}i7>->YnsQ)kAR$x+^<932kU)nGC!>p9PFNmKb7pAC z2Z)e?Q_OvkI9pRpZMeE=2i7zA5e#ge-#r((u4LDCAJ>%orZ=6{TMCqK*T%Q9Jrbt+x)U8INK zvbZ>lDBf+>dSLHdomZdoJ4IiPYdrqur^HhLz421cWW=%3vfc+3IO`tz-mqF(YX2RA z8m)_PociC&Gp3GVhhVA97IF#R_~2#>Mre5E;bUG?8LY;+q^ewO5}Nxp4~a{`BmKqn zFTG)Me3B4lP`5rY7O~AIMx&;sCx((38T$C6ncOQVWV5$b>Uact1yqb$qgJVAw%|Tw z9~5g$O0&UE3s!m@p(GF=@mRuiSS`KhhUc8Z&|fQ98HOgJzN7gDH#MwMc;cnRDmItQ zc50*KbP-z|PxSYFLqR?L={N*7yl_z7sdK5YTp=E&CX%Ieya0jMwt59T?UqOhCh)m{ z3hj>j;~p{<62XOTX-KKeLW>$j?O#Z(mVoP?cj>HyQGw>+ueZG`|!A7CTZoK z-c63zVq29VoojbgxhkJg-iH_Rr&XGg31Hp8us^HA^CiO@v#Rb!zN>=wI=yjdDGjUB zb}kJ5frfQsFG&z=jgIP0o(ndr9nQPhMJB5Iulfv?%3EW@Ha{ihfg^I<-~A=*4l;c) zpDlir18RP-vg1A=w8)9vKrElnD#xxv{c4RwfLa|UQA`%kJo|xpGqKjLkFoHrx-rAb z)YK`W4}-r{wqm54Q{T#JD%_g7QW(zkC9`z);Yoee#(O;pB!-S#ipvo9c~LQ1MrqJY znT20*KpXK|gwPAw94iSsE1nTUsu?w2El%kGWqRE<;`Ph&xOk8f`eHS-k(sCeSvf2R z`1k~2wb%vV^-3okeoaSGCL@$$oQk{tj1rtE$4GF81|4_Bj%Jo74k10ExuhC# zm(D+ljeLiqXp4E&=<6&*L$msX)n_n3a2g&6x5le|a!_bgW_z?zR-@-qb;gTjwPbP9 z;?n@Hsu0yeNLUK|E<-zDt5E$`xD%=#AX^nwZtJ>53lrKUdD;H}m|YZ(MYP9ygC6l3 zdQ%_dOq8}H!_(1H26#a)>nj<1C0I`* z-11MbmIFmE>EHnAojH0w-O;qinWC7}@NUEQ(kE_N4C2HaSk|H?DfPim>VG?9kmS`D zpsp-HhhC2I;0+B1CFkVKz?!B*3`09l9!z&&cxy2L=45B19_hM;u^rabhW}TR1!d z?>J5H-e6+@)i7N0%An=z(JAY~nWtf8UgLwTnDI5r;4Czn+t#dYP^Z}eGLTKINK@n*;<-^ctGr(Mhfd`@?Nob#g`c>sN&9x;$Vg`LmBmO%I2u*(L z?$F1tYX(=mQPi>nZh$6UFu(TnaJWieOex#FXs!3_hBY=8TyDdr{8xz~%{&c@##~h5 zuNt;|XWF@e9~|hc0uRl3_-&U8TWo!`EnkKxpJc0YtPbCczPE|JMc!D+JfGK6j61ti zXgge?TU+|TKmF5S(sts!Tb%x*gL>XC7>^hD+eS+k?uErqm)idII&3Ks5vLDdzE5_V zr8v`jDsTPS z4W1aEMN8V?Uk?VA3I4!X?|H-#$9md1ElQT=KD$!u0{0`MP+BX);% zZ{{(+)!46z%S|R(#pG z{QJjfgO(u#D-+)GpS|h%?S7jR4H&Y{C?R?F*(S5c|DFx1dJ}wyj^0j$(+#kqpR>N~+fN5(;OYMNZxC4r9_;m$HP-T`8GcP-WnLhsT@ z`fa{Q!b=)Gm(_W3k8^v>Eb~WqU}nijooJ?GfnB#e5e>sA8T2AjPDGJzTY6}&E^f}b zEy4+Z72Dte?%V=WjV8^uAgn9+d(}6R^Qc!fIe8Bg#A>h&7Cz{%kso9>2guSiOa8Qj zDWaioV+AV5zGk_Jds}XN?#%ME&HrV6$H%XN(eQrx!IknWKjz*~bN-)2 z-zMoL^Cn5At+<3L!h^h0*7L>GEJ}6Ho5JDgMtxEeY4tnYDQC=+K@`7yNDARO??|9md^y2+$5i^ zH&8R;rxz;4IrQE~mQ+sYfH*{S(bXM5y9Rw^Vv z-}84z?_Fw>M6gt%k_EolmA%rP)ce4qS@fq(^}5G1_@n|AC$zp;L8}0p3)#6mJ2Y&OdH_@ghLh#i1o;{$=Zs38+11WL=Ly+I5%9`_^fh^7AApV>N#rcnbZ*t1WD!jp# zZyn;{(F0^8H$W0X+7#0*bP#}P`=fVL|_A3Hl zkqZrpF+_oy)x{06sJEWl+n_#}Q|*jCuDRz6m5(`_gJk_+-A|x1DS)H$X6KVgGl-Ji zBA@F#A$#}j9xM>7ys})S_RK-#T>+47omyj%^yeSiZa|rSI}XpTylwEV5x_|%_u}T# zd8a5A>ht3UPt>EdCtSn)W`dv|4gzv&0a*$=T9E}KWz|o`tMV|%N z63rS7MIC|NFAw;SS%F8u<5q`h^8~+J339kMf+|~U?b?Wg1^{eZ^=mP5fdm)G2Hv}q z)6(BDYcrjW9VKxe%LsU&iXp3x1=4UK;mQz4IBF6ETd-#d*SjE&07gRXrDq`BFSGt^ z*xqrYj1Bp=FcB~crCXoMBK+>+_KF{7eSX@Hd;~tv;Vh|r307W-Cc>y_WXS7N*CROr zd^u@S!=M``sT`_@ts>X)K;(`CwJ2)m404KHD2mSO$Dqz7>Ey=%%fxwy*BKO5-yw+V z8~)=7nc$}k@NMO~$Uyc^x4K~$kSSzHfOT>V+%7WK^(;ALB^k1}6jUILDOA%7Nu4`! zJ_j`53^^$2mJ&f*1rnW+Cl3Z1nJ$5}Vo<#)e@+2%&fZs_1{t1NNh!IKAZLTORrExRrrLV2yJ(&r|DtNBE7X;>m+Ww<`*n4z z$>%e-&dTMR*#rm*+5+U2vmX!^;l&nkL~h$;07m*|YREVPg!&Mfo}U56ekXlh9D5a) zYhzD0WCvrOYdnLXNaGNCr7>D2X1UxP)e!mI5VTJkYEhB+IP$Vt;>kpGlAI6KWTm)Y zYbDDDV)cE!zB%12bJ%K{Ute@?1G>ka!0B1D(a6?C3phL@vm<(2?jj=+?!d-1^5`#w`bL*HZ1&+Jg@{eIIoejG=6?%i3+4MTJ68(37pLNc# zA$|u(mNpu6SN3wZ?7l5mfQ+_5;lrWeOy;vJ!w>fP1}?yhk|)DDK_$S@0zkM<@vmqT z6J+VcA;7Y5xC?a+R41kg`-!+??g&9DA<3cV{ojZl@X^9x7S_V^l!gwEEVZX zYPC z_hcg!o==^a;exlA#tp*dl|5TXl^+m4IB3LOb= zyMkhK?!2&i{)WYlxvcP5E>{Y_#M_jbqbz3}XJcKm1i!Mgu|ps^kl3Q|m>wbd5ZwN+ z6c@>esHm*&Ys*tC)(;DA{kHiWK!DpX&L0_T&rlqi!1`h1lu5;1{+fc!Z!eg37>rDk zM5(jTz{Sfxco%X}ub*BR(A^Ox^3cLgH#-lAGzr^Yw5)3W^`Kl9>Q#Vj*@wSivI2>g z&sT^WUd@TSlx6TA5kmuy>re!SU=F&6E*Jq=L@Lwi&~_u&z;mUk(vZn4sNk*(Ydb|R6gI}*CbEY4aFn_mKF@NCr zLyjRoLiSnC+cQPUqpA8<9;hR)G$$s83of6WMrbhp*1Q-CZe#!WjbTu4t+e_lC*ixS z-fVG(7+cV`ENl^&ET5ZYvauFg-%~mv#5B#p?`wQt@FHuw)0teF2+rG1uXctFL(lkv zqARij#x=t^Dc{oLSjRI(CB321qNE^F$d_s5oN?0_F^d`2JZMd2*^hdsik60LuDv8i znOK>i?l{vcuf7bYTMO+T!Cx>S5^=GJMLkYvS`o@JF)OdW|)i9zHDKC z)EN5}RuGH}Wrt|elZQCckVq7KrR>+D9>-;(?TRUO7L2Npil=zfqY)+67S2)6u%Dv| z{%#VCQl7oGPiLgulJ4Q{mSv8$u^M{C_19(P=|#xvsu#8bO9HC1^@Vp*(HSC}otCnx z(za`dlDh{iUS8vO#HO+|-__72@KwQcN(EYbc>({0q`v+XeSAF70*h_>}Am~)L?70 zR#^Sg)O9|iTo*huXeugeQn5~^~nr!5< z%&ODZbY(%9%C^;O&(N&nmA5HaTkoT8is|>uzX?;@L}u=dwGtpTpK#Q5Pz2pvwA~E! zl-wxS`5U%>u0i@G=lAuO&Kx>wf49mFD+orQ`efx3JxMB%6jhOBSWR^7jhABMjQ+_8 zSBr6p-!5o7J`CBEYUp2jYoWf@zmjN9#J!cW-~aM@ZB#n2GICgOTvtdX9K9n%alIrP z@RM{nigSntA4H_%AEOGI)#SvyI{JG*B|vaTgT3O!ZmlX^^X~bB&<26vJCjY*TPyuR zb|&{?KhA!n?$_tU$+Zg(GrQQxFk};Lk7USM*!?N?f%Q?(%#W6*M2N4fO8F$trd$1YQXcrdTbTnSa5bCUnFpU!BWpn;!f zrS2Ry!>8rb_b$l4a$H`03ze;U`h-W0fu?xx+qXiV`x2xGb6c+)O*+RJI0osSR49TV`lKUVleAw#pHBwBfR?oyRrJQ6wW86iTF zY>RSW?T$_5nW#$=qj2zXqa<31?(im{sgVoL`7SFSXIL>5>`BCng%tZ71s|(erg7dM z)iScYhgu`+fjI%A;>X5qBq}6FiA8T7pq-wTscZiM&(N(BSTlv=jXr9l?qwBR*AOuF zkqr7uanDtZDdQ@mH@(gW>4jx$pT?9fhlut*4L;-f?{XX8Vq|JKEsNe(YQ&M_pXk~9 z1~atz)73RGi8mP0-uOIX$@Uu>MttjX@PvbBZMBTCX6=hu)@RB|8gy=+(wp(9(@~mv zdr{1qD<9r~>!zeCScw!h_IHDUYrs7JOLl8rf|!Q_L^~YRp}YaiT=HV)_n%Y9s5cmH ze|XPq$n{WdSaQ5n1}zq23Pl?^hSQ!fmgK_*HH*9es;ls4l78j4jBNmPxAxpSe&mGM zHMUV3ZB*GKmkNfy^v!ankhy=Y0L$w|hU%UM-}1vkEq}2^Mh-$Ogx98eMzTKJAZoWt zyi6V8Z22qJL183?Lm5nb<@XbbGZ^#%xGq7pT^yJ}o2*2^0jQ>H1)`tdWV^M|QXkT9 z$&?_u`gIiZoxoep>~S!=&WS^t7CYD237;)a2~}VsD{VE;mg~0fCRN);hDo7rC*h#3 zCS{c6c7?c{rH(~&7i6-FWM5JfFvvYwgJJ$bkPFn74Xmllp@M8J(ar z5S2b7yRxlS$9s+zC*;!zzGEruD@IvAO+jdc-{%olUadQn?~ZjkO-W}S?PZ^ed&SPc zctFFNwY_JCe1Z&@()ybY8gn5;DT?+rPg|Ir?!6CgvhOOvTH~xdA$}-VyWKfb{W{Kp zmDgZY|Ak)R^kXhW?4QYmoKuOA-rr1_cdpRJ_D#k(kwdF9+=_fX7jRg7zv8;G*X}wH zrT$Sgn$DhC+vA@v{I1*IOzBB7)RKRu*n`}Xv6`UHJ^v{jCv{OB{$Z=HX4bphtKD5z zod|c*n^GnK+gWM6kThK4sOb|Po=m>5n)-XKCgmOqjh&Iq2# z5}Sy?-PraTBmTVUM}0EV18X>kq8gUZ`b9tgIBM$)XI7FtE8!aSq;r^cJB+5_xh^)k z??_L^_lrri%IK=Zum#sfOmItJ5QDlPfSGvG2c49rU~=AKxYCUC#dkUC*Z{Ng`eT!^ zFW1URyyw5n)3iDJWLsIQ+*ygbEc6~NoXnkY@oUXG^Tu75ymD=z5A*UrVSbVhePb8{2iKrXS6AaI1MDxIp0#Ix{=xKH>HBYD`CreWjdKc5TG;zEhX@a)EEta~!NI~p)KG3>M^(lj zzdo@+MfMk^#NWU>!a>~EbvF;*sN*4^?{H(j6H7p_RBD^(awWh znD^uk62hc;@RbV9bw@Xb5Dv13EXVx@1Fz9!`fMbL#{_F`CydzaE_b!=@CU^hF)iWRf}Eu2Nwo@`m!Xsb*RbP1=5S40;imaRS?ip=KJ9& z(FnT0^o{Wl4ooYaVEa|uO5vn1H3Y0BPXtK<-{Uf<%X<%m46In1wW2> z_4t3|_*x=C9tGww2$<#z8yzor|NDlA{IiRUtL24FM?r@pz!;tO^82019@DT+? zcb^*_!JG4eagu%SllRYi#)*)P@Ce!>K>a`x<;pmh2o+!X7a$uwzUOn=^o1r6-TY9y z?OfAiJY_K!ioE?;UU**%#3S@vs7I~51q%CmgWusGT#u#?0_%@*pcWrt(2X%-cGWoD z^0a(aP_$ZPdje_>t8TfC8w1c}@-R?Bb#Z^w6RuszfTLFf9E$nSZe|M+lW}QowEnHb z+jrMFW8icry)*&5gGmJVvwZ5JP`BeVi?*l5NEM=%uv>kyAl?NeA zgh=|yFoWr{MW7sO=M<(0p1+vI8t_OSRYrK*Zp6jz0(-0?$|Hb~ecoa7co0~=*zG`l zFpZ#4ITV<7A8ox{WncerxUlELR|*wtK%&4pCCjau@iFSd5m5h^5$UE74sJLXdfiHws{227-36%m;NfI{v8-Q^h+h#7Fww|t<6cPC=SFH1lO|n zpC9;l9yS2X$svt)&^Pc(T1bxHGVrI3xF#(QI`5&cID@3}Z@-^Fk?mdSVUIogo6vSi zm+>f(*!B+fP4l{NIm=i`m+$i3C%rZ~pGx{jdAIURB8sEpfNO3+sKAETCw`Zc80%8^ayU;GG9>9uv+VXu@5JFvvfXHujl=i zox@_xD%uO2q{Ah;LD^{Ez1M}7`iM&dAPy@aE4sR?Q5Dnt1lZXDX$fh<3z@MwzxK!6 z>ky(90eV@;JXYa*@1S`?Xx@4T&l@29{Z`B$Ty@+hesZ~temm276x_zfn)FFr$NM3A zS086&I4D+My;bku*J6eTXUD@Cl^Ze+b{u?#gkH{~Dt}d4B4hL(|EUqU$8Pgo=OLwT z)qHpBQpaep^+2i(O&WIOG{4UwQArr&s4V}!Cdh6=OQ0w{#+5anl6AyG7_G}h;Hk7V=HGyR|@stkw{GzwodHIQBRN2f@9 zFuul$&ptxV0=Cv6HJ=QgIR%cQnC8ETt~@Yoq)Vel@A}F=6=m{D_KM4N+33<2T-3w9 zf!`5a<}YBOv3-wU<_0PM1?=OrHqQq87k4{2T3?*?sW=f^059V^13AYk+5Exi12pG6 z6fC7gJi5)58vYml9}dKj`+3fZyYIZQj#fVP1jLrrv2ZmN|CR5=?^Eag4mYeB3Cn~{f+c|@*c_|9M#i=hQXTb-+Nz8{(toyGd>SJsbBkF?$|-^~=w{RV|9 zOo%JpS`X6%JPwJwC52GP2PlZ22(zt)G`#+Dfj!(Bd%biJ?)H0&3WNFpuxtJYb#EF@ zWgEZ$$}IDc$dGv+mwBF9riGA5D9aQwt(38lsm$}VM3$+@ToIyV9+wa@WL{CiGDhv| z?s=Zy-uuP>IR5)M_M88k-sD)8d${iFKELPrIeABH11u=D-jy)okSi`f@pOe?R;gof zIeG_4&^Axn8BI`^OFiL?xzRZzSLpq7bQSCZlvL!@f-En1B`45c=QAc)LzF8iGuWHy z$9XS(RylXh*{v$^4tuzUPBN?83wHHOb0Vn%Qu#&K<4L@ExGJMQYv%Gys7_C?{y z^tZw_pu1~$YtSA4#H_Zi|AQU>$=u~65)?P1>Uu%Inx+?KC1>Yme%0lPG69@dl)R?; zOnCYoSmknr-!#0dF5nwgxq2PsbI)#>&DjHQ{1$)8)%Pn~wJLJukOi`ep0LYF0Fqp< z02jI0oB6hd8~wv#A-+>A?5Y4s+WXurtSJunNug(F#$NVHKnpgBQ6Tj%pI4UNL?PlX;u$uQGxJowdb)1H)u-9EuD0FR6I%A?dWFLtYiU85 z&A1yEI!V;>afOQ%tHNGK*~`Cz^x)NwBVpl*u$HqVpopI6zR3g&JoVYj$rNetsQo+k zE^pA+ozP>Vb24!x?5S5|+crJ%EvE98O6gU%ox^z_Ouq3-8caUs{vc&v)~7D59~o126Tl?@~2T{ho=7L4m5GXEpafiu&Iwn(c6^V!4Q=V3u93z$4GiR(2Cy zJC%znw8qBg+yD`Q<1ngl9OF(6sqM7xQyF$#XuoA)nxJg#$9#Nt;D7+S+5&c+Ai1K5VOUQ235obmZn!G=FdL4Ka zOGlm?D$6AdsPb^$m5uEk5E}C=Z!ZFqZb7zAZRO(DniPa)pjV-^K=dc6g0;vI@mjy` zd$}($mZQ$%)CS7*82MYh?iA|YRCL5V#gm11m&3qvY5pzqZb3M!%``S17Tyraut9!% zkp7_W3(~QXvmzAb|6J}fH6mI@{trI$b;R=OLwW?ChjIp+cQ@8-a6X@MO@vK*`#B3* z^RQn2Bo+kAjTg7u>{LEq4R(9#rI@M5kRnpP#}-MJ?;!Ym@H4G>^zwtmh`Nm|RInX^ zhRK%l6?^ zxZw3WVn>FdNS^CP-H9mXoE-8zRP~kEEe2ADf=}1r5tmGp^MaMJJv=P&s9?t% z4n05UJHe43c_pOSE8yX!ZS}0H#K0JrRhMD9teJt@g1<1%ZhuM@<7w7pK%U5KiWP1s z%Kehldp?&<4#!k=zl~T(PLYEYo?@Y(G3C@jmjyno0`b&5;uYO=N*?N)pEOM>jynY|MFDMT04-iVw5Pp?sSgA1a_xU-5E54t-(a~GVxM}>P`xUqPiT<~ex zc}0fLjMWNWEsy8m7|XN-4uvem6ggNb%RQ{^qCTBOl75hG7ZK2;Um6zo@)AjYaN0Fq z4)F#$YlB`|XgA!K+SW+F61g?AsNy$CmA`FY*k_YaG=k!IYiWEi?Ac3aAi4X)P1aCw zgF-}KkD^Kd%^Z&&?k6vmYCp9u5O*M<%142UM)%9OMx}@1GUe79 zjS;=!CT{NU#`K*T&CBQI12ezBmVWVrWQ9`E_EnF)%@vzOQFV%x5@_bvd^7AZq$Tx(at zVFmlHO{5Tem4oC~jnOCFA6I>D4PqEsosoJeri$GJQpBaS0eo1G9hq8w8M}0Z`SUCe zDX9d7XFLsrCH&};2+!H?y{z|w8&gRtYM3n2O80KiU*JC^%;iGp3cxeY4Kt#7H&$)^ z&mPNTDf-LsP9<@PLU+p;xtXT*$^w=~<57t$AZ9$L0y(`NY4 zRJ9C^gDiv_T6_G?iZ3vh6xZV0!sVSANe5*N<|vmZNr$gCJFJj0r+!@VgMak%wd+@f z@vj!DUNyvf_k?g8o;?Q7nzLC{sVuKEcfR!x>xE3J>>vv_R6_h#OB0w4nj9V;)ir?O;e69ZS4w9IRg2+nkCGS^5k<%z;2waFSmLfHq@ zeP4E(K?@+8CB5U(`-`w2&Gqh+9hXmDwKEZi?PXyG?wxxsaOI=zXNj z@Y{~NpOdtPyDE_$8qbZN5Z--c9#b}q=y#nw(001*(5E{^8>!%-jB42k_jfoNKBd)UrnlmNoHDc+}R=4AF^%y|-~u>C_idpPU7E z_5E94Z;?-qxJb;BTdu)iE7ztUSq*=8dt>$}|K@G|w#g?uwIOeQ>+#S`D=#?_DCzy! zpY@x^f2_N<7b)5D`c5hVeW0J1y4gYn42?|*igN1Zn(30WUzoRg$e?m-tB`oug_l0x zb({&dQh2%>dwiYnMzG6e;vD$9;~oj}xIt?~ERA=2x?E;z0FBntv|y)QV%Av?fkGbu2$3T73wnmjP4i4q)At|!~{bzY`c`v-G&p)0DBi-ete}8Org_x5z zV5Y$4yU=f{BUxH`usR_pHpWj}eXL~%!vgFXI`!?H^^Sr|zn<7UNq7xYcT~$uaMXyB z_{rYM{J;_w;mh-w@X7(xG}E=6AoTMGTd~bm-)ny)yNvG$7-sl~trVKx^lZUh=Acc; zMO}%6Rk%m<^e^iua;9p;+^M(woPjL3%J))nIuT~=E$e(t11Kb35~_Q1Uyg3ExEHg`na-5n{8pp#jTA} zN=g&VMo1=n1Sxa$qj^4O)Q2ur#IaA`eQo{P&=Y|ax@C)Wgj6{D>sLg}MjM0AUfi7{ zR_j;H4S=VPG}R8uC|fhg``C}Prc{DPZz91mdp@FXmxlLR_UNqg)dnTUo>iqQMOSbS zuc0)wAAXeHG!1-OKMdQUvY_rVr)9t5abvvt*Gn0nNv^QIIA;HvD&fzlcIh35vA1(o za-p>6p2_uU+C5k!=KW0DBA2XWEI)9l@DAUaHJGdPfY9NIF!}4kF-J4ViCH;)rT@Q%ZoYWQ8@6$)z zc{ejX_P(HeTwaZiJ;Jm&IW5&^_N(MZPp+?6dv&911OfH-?YHeKH?BWHN{%)p>PC@2 zA!%NTdpo@|Pn}}Ls+M}g?@L5o=ld!JhJQrsoKRvMJHPIGBdKRwS6mCMs;v|&O( z2nSS3BZysj^0`NS@+27kU;v82_8fvFk7tZ9k(W2d6;j^j!gz zhDL#Kd$~>fZYIulB=~CZNXUHp2z3JOZzutcmTdZT1xI0aUmGI+Vxbmw{I`-fP+Ufb@Y$y0Q^-_XY*S83EUE za3f*(Cxi=-Ob$w2S6x@aSw21aG|CD@ZA&vXIY^|$fx{6FY0cwM${*@zg8IHfHmZKV zmjv**Mj*JCLqael_~Wc=f~`;16yD{2pY?qM;I8A4K@yAvvR9k5FHd$t_%eWy{6me- z!~zFxp8C%SS`73T9ILK3Bu0BeFWsj~R^5dc)6OkdILffj)UJSkHTAo0!g(uU~aR!OKI}GZrUsbKl;uV@KpCP-i8XM^^4gJ zbU{pf91p3zmp7TISC%?tX^i&mwmgYn6lbSof>?%K)fL;3O1 z-0wdN6Fm%Ugpbt~}^IX!tQCjMyYw@$UyAJ9x0dPiLA#nt%^?}*eXjHhsC?<2 z{yGWNadZN14fS;DV<5@qU#^jvdzd{smR^X*G=c%!2m=li@cXr)vUTWeF5TAr--ux zalfX4$o1$+#4??t7ptMT2wGFJm+}1s1#A&=y8=8$A}m*2N)ibt$!#La`{tyh`XP;1 zeKo@}CaDZMKz!9eKUU(6m3wIrEZCjKn^h>TdBFd*1jCL-O}n|3)oHLE*Ywz5lIQ#Gc`AS zO0vauS)yUVLk!H#-W7aBZc^sbE3)bwJR>gc-2j*Sp`yCfjbaAvDG_$a8OFM8sr1sY zykkPyJeuK6rgSPFLr&$hiu+D{g$W%n>2+SZR-+0ZiFEGaj_?NYU_g^@oAvA^;-)7L{_TS;qz-wr@ z<>t?2XTh$3z>ksU-ljF-e97M(@&NpFDRh0xWEMj9xW9#h6``0kyw!Widd&VszRyvq z9ZW0lqKXJNAyxf2Os~8kf*{sZ6=XYhr30TNrm?;(_Wv+VdyyQk(!O8qQwjw>7=K)$ zi1Pmu+6>mV*rZn=!N4gpPJ0Y&K2m5ph&?atCde6ga zZVrvywUn^bA+A>xo`E3RF~V19R$(Z(KG0b&L%4hiF7l3VoE?6gU0G!jT;(k{TXd#H z30G)CcgWZFc_lu#p!kw%Dc_7-Xlde(O0eZeZ^f=eWbuE&2%zs%{N|&uN=NVqdh?&& zL=XMo7YOC0f7W4$6VCwvU@U|}rZyR`6K)VXR*G%-1D5)HL*B?r*=MJ>xVfm{N%||` z7QDAHH%n4xHSJarvVlYQ}^^~Cy{ zqwq3L<_x0N4%Qq~A>d9$kZx?0lpi}1_9GyG)biaNDEQ4mXEbAEZOrS#L2+ZpXliGK z*eaNnr*oK4x6sMjMh$(_Ifsq@8L%iB)MvbF$CxlJ`$?G1D~!8k?a@PjOyO81sjX44 z7E=van!uCTReDH8xwiSXqHh&!Z8AdXIXY_CDDXz@n(`WdBn`Z*zD%i#eI$v7=dPV< zJ3g6pCKLT-uXuQsY=09$EKq=oOk?;c65*>J_#*xx%M<06)lVkcZ)eZrBc*-!46PL_xwVt|V5+OxWPpkpevl43DZVJ7UM zh?60*dAZtF9|SM|wWFZ*5DCjzDI?0mq%Ug@CuR@U4w?c6``D&Hd)hT>WRJkbmTlx0 zMQ6TpHmrw4@AHd7HGQKK7|TU2woAFgsWND%Ii`AI)W^lXqp2__s)GI7VL}7@*JB!- zRAFe60x`m96N+%ULBdsiWu}bH#L4Bj#Q`|EKUpSIBLBFs)aw0XvOhk&=v3Sm=W;4e zOcRr0yuw(Sjgxerq0`D7k)uJUQAZ_=r6CHs3W>rqZ*1r)PqQ7&dmb_SkF0IXULd%q zlI8pnlQvA)MbxRu#4-UeP@Bj1*>Ji%8P8HOussUQSdV(q@0+4y$scPsZ;shm!OJ%~ zmn||DjVH;D?-p){058o7l~_sX;mAGuxrs<~)7Xt>L*bY*2`gU}A|`}9wPsBh$Edx5pLz04Q-W^b>^KGNDERzz=I;Gk z`3!>_xkPAr5o#C+pU@k&>fP#Yy~wg>v(`Kr^L2)aFT&~o`DZ^2+>{w8e|ah$j#Vb} zETN0i^b}fbIJ`qTcIQ@TkG8Uly;oMp0X6eAI-Uq^<+kLAD*^`Q$ncB+H-{tFMyc4X{DP0zYDWlYx63T7F$fQ zBDNBH+=)Cwen%Ep?S+$ubV_h(ess_bYc+H|kJNGD%)`tUEGM`Ke1_#xPQ4gO_qZbO z8b#{Cd!2EM?E3tdwwHvfZlVgeQ4BM^ic7H0HfaZcqN}4`v^(G+!hb_&Lb&GG( ze7RiSO}`3hW6##CNS@MkqU)Y1J9_tU=vs!{Gk${$m|+wrpj9>V+%hB4P@j{s!}dM+ zD(W)7tY4TZey-c6?j4t=@AsL)7nc-!TJkE^UCo4WNZ;@00bw>WA`{233VT1QuPm&; zkTa;M3O7VVr(y4A7QSlXQeIkg*Vf(<7T=UcN%$mX+8xG+D`;j zy1hY)PO~YCV%WLw(fl%BXlTX-$7%c$pi7B&e%Bvt-fyrnU6gvVal#t<=vRi}%a9W~ z`n|DGVcl-~s_%M?-m7<|URST5*ahO1ZCpwfaX6ZT4pNhYI*GRD8#~E_5wO=Tsg$`p zk~erv?_Qm0@l`W>aFY@_oj_gh=w{+aoGH2K^k#>{DnVBn_vn*un|}FjOS$~$gSLW3@^XY3x8;6G?ws|!sjp;cV-o% zhfwVBH|3jji+^s^-1SRI8Dpu$fm}q=Qo(k=seBU@F~gI&MBF0J98NK&?Vez|!A_+( za_Ha2(AQkJTNiET_K1`|A<>KQM$?>UpX-zNDW}@xxLTwi^0Ov!;wPZh?)OepA;W#U zd0Ybw&9a|P>z4J$P%aAuUtN=wB6D$Qdrim3rbp)#*5)E%o061i3Sa%AMbMLYjb}lG zYO=7YjQ>%C@QCgw=eV4_1$gp~oJ1r!@%ZQ4I>o%_xMGRd-ciYOc)lnKaCR-Y;dt<7 zVN!4U!rZAI532()Llw!$gzSTXGLiNEqk6}ai2`0v1Gg=+++QfuKPNPqnMy>P-7MTj zQFjbBj7P79r^YQ??>Hq>el0T&)IV+&$dEfC$(2ib^}G4Twp{jrBzx{&cxo>TIbRv? z7>;;a|DXw2p)cdyn1-gWB+02q3S-LX0t2tUh}2DcM9J}%`Lg4Is^Xfm(NU!Js|z=8 zX(W8t-Dg3_RroK;JQpzK$jLv5Wl2YLmNRori0;kWOQz&rwLt287JFJUQT%F;F#^1L zGsUa~Dc1DP6Epew+cOFC+CJmgR5rCQ6-=iSuG`D}TE@4o982`G!J^Q++{<$*4-dO; zBw7&Rz&%2y11mi05_E<23rpSR5y8A4Hn+%0$lAWfOzqD%yBae2j@Fp&TCUBM))if^ zLRy@?T2U~+SbZAzC98}DhwO+lMw;g8!+xH$)ha_l-*%V^bA%XeogYD`q!yel!&i}N zuUGMxy{#O75JHzv@a^~DZgeNp8y3L;z2hNOKkD_Mxgc^89_~Fpy9_j77ljiS6_%gT z=+4a)$!w;5u$iyoy)~>$n%^M7<~|s-`TiH3@FwG!fe7Wz*Ym9J)>^oEyjZKkiErI0 z%ynib_!aG*9dvW}yhED&%x(P41k1vn3LNi_B|9>8F3auqV`7$_5YPOs9<-t8Hp2D!ppr&Hwc# z6MiShDiQX_@Ck3XUx&G!(t&EA5@O;SNa9oXE_$yE*0DSb0wKrgENTd2nXiga!7^(d0lH9L_&Z%lSW1V zQH0CD9DwwM2Fj_QbP1}bW`Wv?zb!(PlC8cQnH}yw!A?+A4OA)MAbjI!s-}}a5JgUT zM+Q3Zj}iqSJuvon-u$S(>+8d!o9_(;$?k!->2g3SRe|23agh7g4j`sv;)Q;?M*_Tq zxY}0=GdT1<9Q!35a)!dO#*B>R{iKl)8Pg{z^UfvW2Y8xRVg?he} zf!w}pCkiU1$aWEPApRcK9pv>M7(iFI?w7$7KW>Mvt9SrPrjg|RPRjbT8K4vg%#!89 z7+wN#yb*-W%l<0FK*aW_ZkjZ5Jo{!N^Ht=hdlvNSe_Q|=ijM>4kGd7sf)<9{@N7Vx zNy3jMhs#3VP8_KFxvYG`@*BMRtUd1r3SoaERJIT_J3F8Cf`j*KaV)11q_qDvpI7;8 zpN+<wPrdtf%yw=Os&Q#g5qC-cOy%tc znathlFG4+Tc0i8byL1hBj2pZmB(}h(ScF|!dTJd#vhE|ZG31DiO;SHU9RJ>7H!T|j zx!iROdM+o7K?lOb>k!y)i%aH~fzTZwZ&j}s5l<9#7ph1s`nYtni*QcM7f8sz%7Mr< z?eS{bb-=UMP?_W=bZtY5Xkk0J#?}K#|L{}*mWA~RGe%c)_rg(iN3xMCDnOd z=hUM70H?K&hVXc$6@uD(okB%Pp-G-RR*-iKOAGAeTe8I8AdyyJFWVv5L*2*xCp2VH z=`UAZ74`sK7vB76z#K7w+WL0iMKUC@3S)Y{!XNYXfU}u*)gfs0A36UZS~8SdWnBmK z(~YPc0h@HTq3|;w6UCd(C*XUw?*B3&8wJMh?Si{5ckBit#h1A>-DeU7=zh_LE)q=_ z)^h7=UPn1R{G<+zV<2Y*#41*(He3&x-z#kF<#~d<;RQV5H&PMnEa{MPjsss_=ha0h z%mAwl1*)GMujXGNk{K|H@!(E`B}eS>5&iX7u!B{Nyg4M&` zFrX0(l4jq;@w0GIzJI0+YEEL40?CNFj{=5!J)M@EQsZCY<_TR`@>2tfIAHqVHPLY# z@|sgyv*AvG3SXE6_$;|bD(o@6Y_?m($Ta$Ner;LG6j9^_52%WAFDeo;M!S;jH9S4@ z+NjES$GFQ+Q1E`x-Dg;3TsntvzP_EonI*9GBz+ZcVO2M)K9`h(`h1kFEmX zLM~x;M{kiz!0SYmeCOBxBpwoSXF=cjzli1GfWq{rBIZ9qv_$|KLNpT(#ffligZbX^ zo{K&ur2e`HLK0p`{{hUyc+_A}ADnVM;8|5mVrn+ydrO^ga(#X`%N|j){$ep(tra{1 zb{FamdoK!V*>tS+4sxHXXNV#V@CB42AAa;2$vVJhvl zVzUbz$_{4ohroXJcP2BmFG)zd70oQ{{TMC=NH#RhYLDkc4y>gjQ0K)$f9N{(ry%q- zk$4cWc;)=A7g}>v<5>k6XO8;=DaC3v0}HQ(MBwWjCsL$S^rVXQTEVhvv-|KGIn^BG z{{I!HXx+oYlPa^$Os#mnW(G{+j=(Qmm}%_rn+DJ6VxM@??Rz#2 zR9$Lf^{s;oKqqvRUAQuns$)}~)Nq2@oGF3`!(%IE^T511nL97Rcqd?$ssdYgx4f|n zo(0>p>H^5WtSObSjjv)Urkedz0FBg>T1II58cMxP2R6IyHF*#B_xjPeUdhd(b15b*9t{uqoTzQzVr@M%2U>vh?z&qr+yN@?>y-EpXeN7k+*JrA019+a8 zB*bO+8r%C{qXYJ}NnbuZTYcU1;ZxX*oRwuldEJ)mh$k^FlnR*1@X;kKqUZ9EtZXeu zOHW2*1A`S@bej_3#N_WAH8$S5yqI2%@4%!Z9$P$K4rQ?|-AAOj+$6?7^Yb#|t`|M2 zz)Qx#m6W_3o9*9i07P!y!oW4$0>%l$5MixOM}1_!f(_X>Zv&$zGt|tRbtsKFU0u;*t5!%F|NnVuEu^Qu{PKIB%z#l-nyA z9|GGG=&zI*G)w5@EfjoUe0tPXrGuGse%}Jdf^lEr_h`U2R0xXsujRq=fu7b^#TjFa>?^_tA(5fE}4vRE5hx6Ahy z;aC)Uguzb`mx|*Rpy}JqJrX7LBMdXOyP5ZNTk-3 zFYD$`H#oE_2*X5f*HC&ruQtXMnq1RuajBcE^j(%38Df#1{uy@-^_shQMpbSt1>9lx z;6^XLiR+MFDeDMgzVv}uOIeV!9traR!LxCy57A7xyNq;43Zoq0=7Dp$75%B64Z34c zx1S)D3W^8?eMT!9cqU7WMow-DefQEM$15W+=h($RQ)#`}V!d9(56_xR3J>&9#M<_E zu8G`|AS$*udCh+$@hJagrX2n5GlOaCFqCC(#)t?2ugDYT>Hz8W*{vueM)sEnY>0!q zH6b@>%%|ywbJ{aEQw7wTPP|l75quM$O%-aZMZ)Xz;+n&K)jprjkAw8kO~dj!3oWJ` z3i-t7oeRjF?Iy<y*E4ii)mOyH)Z)M>~Y2>(ncWCHFTNgNH z-7CJK z1}KlkeCM?(#hEYx44vG)vTVzj>c{J~jIzpMfM@7l^2xbvqQT4w4ptDKvzq)2Yw3InXHDU)hnI?SGQLKX^JN}S)0^cJwA zn-;Lc- zlVfekZ=H*hc+nA;VUV97h-=hT@*C5kXDmjp5;{k5e2RN47VYm$PiZKxQ}%ZL0{cb+ z@Fow18hOTDDc`z5?P*8B;y21`RdmAD63Ago1H69E<$mP07MbdAmwOd6=Y8cIkiAgc z5{cr`Et`3hlM-}BdMHRA>KHxtEcu5;6Ihd-P|$ixBPm5W`|DBRNabI&sH!SlZp@I_HQ~1dd9zkh7WCIO zzy)H<$uM%{p?aBuoN?*V{fTu^jqHPqo<^>Hdy1(--L)Mv2U~iy@lX4wRgnea!lay^ zr2xKq6Td+}jDiA3hu5~#BruE~dWE0Wy!D3&i~_Gc{Mbj8ee;_Em4PyeYMf)hVX)Gj z26I950A}1JphpASXR&#`k-{Vs(;PDAXGpZn|3Z1Lr~pB>FTj(6)3w@oXQ}r-gfI0Q ztR*PP#3M+k(^V^FxCf}Ll_#ANvP6;-44KYnOW;qJ`*Tf$6;7bPoraqGe6-V%!HX7< zUSEFWZj^=5XTyE6`N$<)C*p0PUap_ZjEI178oVIB8n<*mWtdB;jZ6pAb5*#W8fFS} z%PWz4K^9}6fUyjWlhz@ffzw3s=j%R^}|PJAf(WX z;PjI#w4~pPkv}(F7miFbee9J~^g4q{$-YH6$+kHQT^#EJY$nGnzUND~N|T43!|C|n z#(I_ybJoSnbDNf%2nq_*M=;g@A>kY-y{#vyX9oKqH%6Z@10F1mUeA5i0tVf3pA2V@ z*`!qsY``XWj<+~94$mv?*l_7-Apbh?{%z{kqUqktv_?cWJ zN6pmVOE0*+qyBSh_-v|oXay} za~`Ube=Ou#Co1pj8!%hiTE9xeV!oTY>c>l$IgzsYSp|}HncEWht*~?u^i_O%2Y-Z` zseBn5%`2>_ti}^>Nm7cU6?Ds>Ghb+SKt=3CC8Ux0@n)if!xG=_Scf-`#YNGgVw{G* z$i=GccltAMQglar>b$PiCo6qtGTTp^04Yl^lhl8bVOsAnV0K6OjzMdpPH=p|@>v1f zt~F=1?1fI(`>>cq-4jKZ+a%5KRG3elwO1z?qGxRz#IzF>FD2|Z`8A>>H@k-~@QBQI z*9|!No~oypm}gyn>DKs^+poxHLbdX`%z0$kP!llg2ANTq<6reL^Xd|^NYz*w5G!$p zARTf8x=D_OkyuX#a>DD&OJQqjJdbh^2BSnvI@_mwx6JN|M0@E}UdhQ1KJT(KaE(Q9 zdUW?1KcD4n!p?=Ni4~w7k*7*m5Iw<>t0xr>wz>A@S2N`pzswjc+vj1KcxNk5!(C*D z`i#M9c((JFcXyu#awhS{PlbwIm6ZO98Sj#lW}V-i-F#+!rYvV-g}Z6`GOzc0I0<9g zlGnb0_Lj0PT_$$3ilRrqIk-4IeYEc>~?gqa`En4K1 z5Wg0~Nm5iP|1#T38sESY=# zC7IvSepwMOS5Z9m-kBRxdDJpITrb_*5F!~NDTR+j=E@%q9{6p^TTJTC#t>LvSYBaY zKTn63o}3=hdWgLzypx;m)#6p7bfshZ+dEx=I5|igwyrs^Xy3)oTCKp`$4=qjYNq*U zaUgASifo0!k0Ifh=65oe=>&m057(yqUW!uh;ZEs{>TR~F3Ec^^?&=gid0W!U@fmu{ zf+VhmTux%1wM3^<>Q1Mr_D`i#Ri2lhCw{(m`S(pS<*OlIFlL;{x2YUWX4I-qEZ~QI?%o zO_-LnIik=vJJW!yMh+DJek)Xzu#U2t_`=A$W3AwKkxLgv%FdsPBt0$MGo}b_lfaa&rd)C{L1${LMfVI|_C~C|eBU{sPrt3xeJ7-=2BT zL13);OVWgJp`)2sfD7j>_7~6;@Xs!`2?1fs&I7y_8jDudY6njbIAqCxc8bD7NosFU z7U}_f3UDaNE>H;N5?p!EP$^J*%t#I>IS$bOq+jyyInh)pQ^hrQZU6(Tg&mN9#-TW@ zVOaoOH|Tcc_SxN0hTSGg8&Zd*!j~Whpy5|&0ji1i{Q(5Vzh+Bi(4@ZCbeg3?*aFxD zWk3@eIc_zUY?BqQ>tX={tiQ5gAz)q3BMq7w1u(wudHxHb+s}3V~ z4A+53i5~d5S=E4;FQ$RoJ7$2E=r6DjX?8vTW2jD$1SboBNC{5qmlu`q8mQ;ehOz7M zUEgSde0Y7_P!OE~F(X=!E4cpiW_KJxzggq-EA6q(W4uql6*DNl`qQWT6P)LbJd{Xj zNXIV#y~w}!bT;>gpaOL1uAAzSM588Mj{fKVY)BFYA;AGiVckZMy&Z@2Gg$~O>94#S z>l>U^Hl$*-1TUu&*u4kTxwXS{yBlHAsxy^P`O|ujc-VJO#{srj$W#qseO-3#d_P{W zS=oc?w(tRvqryp4i3t1GYBenZq_$Pp#ei6<}nZv{NM zHIsrEIZ$0m(ZK?va9)UtXKz;jqZ#u@5C0?8bYC0?u$ z021ynF=#b~+NQ^QfCM%#m4xzBYa zFh&~hB)k0O#IARx4??_nZyNw@AAEp5Gdtr{!fx^*(15kz!QQpT>4}c6MQA!T|6R>Jhac;~?FfWM5Ac*R{(C2a zyP>cUfO*SHv+P8MKr8&;0(%v2r4Z5;;GBj-fD&~d0I^_iG2)W)1m$>?SW1VVk*bFf z%cc zde}k~Bz07G2?Wa+hhQU(5NZd4(m-*Azno{NNH2EyKGWoZ#M`a3EI>CB0}s+WCm_BK z6S>u07q%wzv~Qt@W~`DtLM9A2k_Dg+K29*f`Lg{QsI2(sHf@P|9!kp%MnI}UvsEF zwyWASmS{$9R2f8g{e~zsY~GC)V2r1p8HK&G7{ITW&<7h3OaJo#bkHG0m!iEKz{4+y z{crLBTEul~R7vHXz_CC;RNcQ1Z19M9>fH~J*F9i>^btHmv)3#3AbNZw;C7dTPBG7} zomz(^wS&)ifZdRtW!i4a`b%J$8;PQMwaBr3-{3EA>hyaluI<&CMA#|hgsi3 zleXjlWx001Sax;W2UlnCMlb#&=!1F+m5^;&f&Z6WcZU8QhdS(`oy(S2hq8VaOIWgx zmL|>*+93T^!`6495ul3e=9j%q-8J|!glC6J#X=DZZ=l40Cm8+7LI`U^Y#)~oC<6Gq z@fitSlaWdFh-@dG4cTtH*8=cK;}F3qDj}fpAyv?q3+0RIO2h$&ATe_{7_5jh-xg;V zl{vMReo+zPPQR?HXUF$h7Vc&=0=Cqvv|(tlX8Ss>vdQrgElh**C>Q#yA@I!jJI^}# z5rYcf4p}gk44EGIXM+Z$CSe=>K(H(Ea-3-&;fmarr(Mr=17?3gHDSi5YX!12fFR<) zym^`100~j1@POf@>_|k1IGE1)+bpQa&;+JED^oGNikxixEb2fRtT(Mg9Dt`D`)R#S z6gx3s*lhPHKYI|^4E%-EwYW&JN7jqAU_-KAbO3E4O-`U;YhlkO6emfL<9mpP!!!i2 zhTNhxt^Oc|?Ga%p@PSX;Z`>Dben`QoV}pF&TU^WlK!gYL-q4MWL8lEx*_aXSf*+c# zj)yH%rQpdd4gBt5$1Jg1$1m}{9s~?g_B@eLH_@In?SV@#%PXipOh537{zi^-Qs25J zw*`!Us{_7ho-npoc-VT%QO1K?Ibv~{E`Z`Y$-HRximFktNaR3Co#GN<^!=sy<979< zPTDmSp=Ajf!Rtn`P7XZ!@a(;}5mepa_RTds;YvXSq)4V#;($}?3Fkjq2oEyC+pSQ< z#C7hTjxxVK1in%Yhnq$W<`JCld1EdBtgx^jxM~J+S4kiWr?sd*sGt5~a$_KoqST z2+V>LZfcvhN^iu^<;2!e-k6AAc{m zD*{IupxNb> zs^JKQ@*>qg;2M{6doX|S>a~j+voCX!iVt6;RpcX(XHu@N>%K%}>7ei$DWsA*455W` zeKWjH;hKx|1$Tfb%$Jik^iq^3DVs~{s!xmNue5`FMD8&7qg3X=o=V5y3bf(hwa0v5 zz}V43H_6@`=0!sC7eOzF%BdsGtuNYZrCjY0;I8AuIuNdDML&8>P;niLQx!)JHGO?! zgqjPE8O$F@?<)@0RyMVwyr$fWA8SfQq{p69=ycq9Y=drN=-b}{S`Tk#iflRRmi ziTi{)SDuhCiWbVd(+(E-VJi`HBlGtdW9O?Mf)Wbmc~7Vtqdov0&3uZCGQY9G2=ul! zsnJLhT(Ae&d4mRyASLV8f1N*u_N525y~y=-*)oWDEj%(Z7)s9GY* zq3M!1j){dEeHV7_^FE}A<3PG>SoyCtJ>T zsTMMXtUqu`%kZNUB*m_8_%WvXB34yQ1$#3@J-7>~ikf|)S2CUZ{leu`=zXEOPx%#% z9XF@=i2~Bq#o3!8hwjqmmF_E7wWZ=zxk>mLt&Bd_fOiov1?tKr z??)D8D#jAk^QSnAxk!;lp!(T8zb$~$)B5?1*Tl(Nxr_1DmBz7Km&?UNgcpAhZ$`Fz z>89!BA^sWS9c2DlG$7U+F7J_NQ@Vr|{=BrZPd&-1s{XjmEq~MNcM&v*I55KhY+%r` z<2^bO_>2t53zOyy?pL87Cp?(*I2tJm`#G5#V3LCAH*!R*zTG>o#dHA={jUXXJB#5PkQ`} zPG2~fKGAtzGD;4h=GG0bcNqGa*Qda%H)7LQxF{73h_kp^X~eahjsb`C_5T*e5H6?O@MX4iPhseGU_(xToq17wzDZ z*ojx7A*0;JUNpU`85PX*Hi2J>zopekTmF9bV#e0i9Uh|aBv3i>=0&OLKKI|*gKSHc z3Bua?DT+u>DlJ(7^7JMzo0=&wUD{*}`c7=i_mo#tt~*Lw`MXp0*@YCI)X4EAq14M0 zmy$lo(OJ<LFf&AI#05}ihs$=yoFYDg@c=}WeVPyEa+Z}MhGXH$jRR$Em z^|h`JlopV;yK`w9BFN*5KeRMqG?(gO$DXaFrwXvWuTq)5bKo%w;!Tx# zUN5r~b+_bZMOkWP+ENhJ)+hL58+EHc6^C%T`_+8pA&G?_y9e04)-H6}DF@*@qoAvYE zdALtK8z(Mm)aP+xbeh3kOz)RY8Lsgj%3taAdXC}B!}m+@r0jor$=!Rwiq|q4Wh#ip z6>cU7sBkk%x?efI%>zR>B#mWEWwz6^2NqYpyA+pkn@?jP{F8h+#dkIG^vxw|`IMdQ z=P@&*{dSkEz)&l)pNxk4*mY|Ip(&8_(cpZs*Gt|Oc>%?EIYs&$E3C&-vj;2FurUQm zB?~nUQ<0Wi>}6psUhraDINu4&ymQ)#-R#-n&JLXOKhJr1>mKKB)KR>DDkuLA%&9$J zX!tPmnf`t8=Xt0|lTvt!bkjo@b(SfH@50joCa|udZHYA5+%m?E=-)0Qtc7I=JauM* zZvK3P>2hL$7krZChdP;0?-v`QvxFB50Txk$_eD`!5e zW@~fs)-1w%bHC=V(Cnfke>8EgprRr~7JO&oz=vU)!}%jx)!ZumN#6{8W^;`XBZXci zd@qrVs8_0~vYkPlu=0WhIVaYuImrICWGA>T|1a*|GAgP*ZvRzo1Oy}%>25(~kZz<~ zN5yh9MWwrkmJ}tVkyeln$)QonVL+rrO3!a|$MgKxIxo(fv({N>zcL19&+NT_ zv*&wV*XJ79e?OF?wM{JCNRyf1Jw!^OG&dfB3t=VSv+|&H-{@(6E|*pPQ{8Vs_XD@h zNM;=hO?%$6$$Y6pLwYq&uDdLLSeU>LQ>O1W$DD3Gu5XGRiUA^Og4T=u*9Ect!$Sos z)P})$sNUJ}qgzT$F{g)fLndw8*<+fQIpnp8MTq{h87SFIKhYE<0~ZCp zO3%*+0&6A5A9JQ==)jx5lF3e=(Trwz7<7GWN~-aBEKvXJsrMV$H3z}nh_Nj}Z zsS)=*2u7wNc;a-OLM&FpW`3Vo?N@NU@2vPSaFK}lt^Kl)krHmnUv;er`Asqa{KfmZ z)M%ve17ROPqFKqhG1m7>_s!ME@+olOt{@gG2`h9n6yk2%a$_RFlVitbL=%@>rOI+* z`)kK2qJ+uDHnBS zgq!O3w>TsE{FC{HxXOtSLkl_z;^nS?>6=a);_tA^?BTGhnR^gAtkmJo_}pfgDE@#d zBe#Ej%Cpt@t)!E=arJ?O#6!*sVQCMguHVFc~f{-f9E zO89XF`1wU-Ejq8f8ZT|pii2%#y~Vw3_t)+Up>X3i4+k3{`MjDY|5Lrg>*953RY2-2 zbI6j?0GUNd9qak#-e}VCLmc*>&o!%pq%L>2Oy+cxOq7e9<+M_CH%cz{2t_MaU3x{a!LPP89BD(XVUX8+aucT`;|joGxDHT=RRMCmq@S zMJT_Q;dUEG@xk!qb9j|rSufN6PY;)TU7AagUjxn%sp};V+BC2Ak0cMOY%o<7#N;2E z>838Lg!MUGZmf`2r>v(l!VOALY?jStP;^UBjeXy-&eB9*cRDKa^)yw3V9(^}J&Wc6 zXjw?XQ}{-3qhS3!EB=awa>V$x{uH$}9NJjZ_Ttx?cgOIQV(x!Sr>^c;wvs|Et%~?K ze(k_UKbVPrDa#riouy%$9eBxcx~Xoh%)n!Q-;qZ7?(LI;)~WicaJ^e}$pNJMOsd&x zQjyik^sjziTN-W0=|b|?FgfAE*cydx6O^>7gS7bEZ<864zj~;UBUs@~V*B*RuLTG1 zf~#^>ySnBN%^!!Ih>5O>{31R7Xu`Lll>4}x@+X6UvhRi_XLz6;h1T%6q@vC*f*Fz4 zo;s;wJsJ_IYK~>%-XaZJt}TgQ!L3)}pPz*@M;&0fRO?)RD5`z+@=`VEqr5+DvY%BE zt+*ikamR#IGz4w%s_Yu}6`2-U{Ckqj2U9KRD^5;<`UFTknxO z{HxCTe)MzP%;lE{fBk-1V#MURO<&G>*jUwPf{U3<|9orln>eLdPfzlHG!opV|5t{< zVb3h?|G1^fIQ!kIi!piop@F2^MxYR$K_`5K?R8R1&?vExg25QbihV3a+*X)61SmMGr zKxohmV?^4SKp=7;$lM!0y#pvJwS%yMLI6#dVG0KBcH0xH^Z#}sJ+YATea$oA#GX=x z-0P4XdmJKSXVocucL8o+Pw*2Z7l>{^nn79qhIrpSOu+$wXG}cj>po9!FSHv41nBx z@lDX?5aM*&gOTM(p*O%tYXK3`BgplisWhmbaRhe$J)CqThT`VFky z#Zcp2`MZyVeqq0$+4dT!cf7!ACuyCh0cf-L;z|ve+1Ub|-4}JfDur3lH@Ls#2Ija$ z5KYyU>;yt%#4SKIgrMtF8yY1wfgjkfO2jzbs!Y?c{Vy}o)Cr6))#Yy!4wi}R3Y^=rUF$$J8>Neawevp_3zXHo<{K<&=SDD%EN#4fP*33U&AR?2C<3z3` zD1$byb>=YOyy7cDqJMoQ4NeEmdO0o2Ewb9{P<|eaBid@gym$rvU#USisa~w-Y(&s3 zpw)wsu?Uy}nq#2aMBwNCox)^`Kp#Ui4kmj_MPp^o3V#LylDXHqx@f6Ru`U-N}X0PU#F5j1vR zjuBZ4{Q*H&$}7WOfK8)px);*F3J&Yy<1y?PwG==lpE;Q=Q~B!RJMRW8DK)0~#slD6 zSv++9wbYc+-&cSf{Vn4@AReL#C5gr$aRL&U4l>X!oPij13pK#!`4PPjfhR6xq>J?# zgbB5y`0I^KAQBX0B&Y>zTnV&xQuacs95e#Qlxhb$m;jY+9GaR#1(d7peXLP@u;pne zwgCd%+C@+l%o)g4erUtv7P%C#FtP1qSb%cBG4P3$3RqFuo=_2$=P-C5)*<*$$<4MO zFELPZ>Vmx$bTXbh>^Y1W0E;i`uk^Q-ZB2)VK{w%h5FIS;0sk7t;GtQ{h=6N(#F`ia zXrIFpqM7Jzc4$U74gsAYed7Qu7hc^@V*h}drT47wa?ChXE)2%jH;cdr(&PRie0Qh^ z0Mh4YLerO^C0!hxzXcB&X!yJFU|?mL(h>b^JxT;xUbd z238p0h_S|I-OJ6aFXn-k!M= zwhY#}7T55_Bl|9gitSt)qbm0>TuNi`+aROgO2Pruet8Sr7@!B0nzDicHO968t^<4< z%^FYp9ec5WOsab54 z1+_dQ!I_i8VC-x+lmKN0i}z0-0ByDU031dUnT$`5?zlsZ1&7P@cuT(s)*uyd4SgOZ z>H-vFGfHPl^cLpqX?WT zuyeq;8WOiwCToWjZo!!Z)~ORHMz!M)2)oxH?AnY{0MOtDJmSr);>h-Z#>$?11mZ?~ z_&9AnAPJQ4-0}uvtm@Ob${C6Jy-#<7o>UOBgd#?yjx-=W);!87(t&DhM>O9Z-1@AG zMR2>+jw)e*vK^EKFIRM9BdD){1iUQY*A@-KLsD0Xe`3RA&aB$nc78%aGIakWIJ6*l zeLt*K$s6ohi{!|V&u{1F*MwC-t+Ai9HZ#b)NUSV}i!QM2;uM3mW*Gx+kNoEA=3YpH zmyXSPXP-C>op64EDcIdof|M%D_Dw8t;uor4p{KTjZuCvc%nLr-aSmTI<2^28pv9|& zs*Kz*Jm$?g-`vZM{ZS~YR4;T`*KIm`7tq8EVOh!jG;Suu@?t@tM%DZM<&hJ+V_y3X$w9me`TY=JuvzwHUEs&~{r5?nnp z&o61$X9b;L`~v-zEWj^Z0QNXRx#E$N0CxyH(%}P+6jOpH>po<%sgd5)NU*i(H*%x+ zP1VARdtgC8wJ^#u$6;!+IH%3ZE!Rli>ON=!k1{|(L$?E{V&b7ne4hI-#GKoidql(I zdt)Nq-|08F%R2*;r=5#lM_P4{+-sIS(0#|C=Wk}hrHJ%#@?fJ_qHz5pGM2(H=lF%> z9|Cy8az&?iWJ+LfuJ~Wyc5f}aV5~0a)yUXBNrBZhgAZ$*fGcawcfUTvKK(ZlY#VYUAg|vS-2e3cGBi8?wi*v#aEN3V(BZ0)%{CbS7Y4Uvm<>ohh#S z-ZTG&bNtr|hAOWeiHy1Gq{CyVYPq_=5)OG1$W=?q#=!TM)EXznn`=dUj5xz$65WP< z)00b`Eeg|R4MEQMa@^!M>g(z66WYKb6&Llrf$C>&?9h5WdJX}_TRE0N0|I4}!QM?- zjg(8T(>{uzqPFB2oT|seS>%@+`*DNA1Ex?7C%)&uh2;VUefTNE5t`y0Nn~2a5(#2Qky3Tvo{w!lDCK`WTl-9C?i%koiz%gj}|4)C2qloG<2MaRCZ z1D*|#hTSHIgsS~R@r3(DjKd!uCANADhS=mGRFk6uLMgbF3-~TLjcGAro;0FLgQ6$I za09hJYJL@5j{MdE-GVs@eR@0}CYK6wUoaxJZFuHAxE7}J@93d=BwhSld9o6S89o-F z)w`QHv!OU|&2Jyz%cGg0U=@9!M7gWIYKUjdGz6(z zhL3s=dy*MHmSb*ySlzM35yE!gBKPg};gYGYlB8ZkaSP#gRq?t76~iB^X90e3sW+sb z1#=humbVe|;H-`A6n6%j0o zcV0jr36~!K!>@mf7GQH-=S8Xuyn*0=ub{Q2#wF!+rntG**!6QqMYs|i*nI$_5m+QrR?V$)s#zbKfcecP6PsGDoIH;oN z9SG>7pB&BlVg-uVhl>WsDn4H)&;F#R!o{<5t8iT4{AD#4GMVt|-5pWiT+_u{AxCC- z37%v8_t|S6xAv;^TeIF#TW~J&pdq<-re?K(7$5Y>wUShrb_O*Dqo(KxPg)7bV)|U( zd{Qc7ktKcUO;~!KqT%J4$2%YzDyF}4;|pt!LZ~X)1iQf$rRk>}w~zg(MT^|=IBOTy z+f%61&Ffz_96kOF(>M#an2tsKcz2oOQjSZ=z3SjCj_ef8cTR3Bw?NE}&X@p^X~aZ9 zc2-oVmE@^L@IDBWh!lk#M#Xe)P<@mI#FX`AaioLE)4 zN(I1)UMgr6FZRGsZY~Y0glJS~B2Wq1X#?AboFOLhl%a2dktks@?o{se zU_pjwzj#D3zR%VebGLNEQ~I`7S3;Kv&(e1N@wZo(xOxlt;*CD-T4D#y!6 z(6ooFaUFUD3vS=f-dSk}@oD;&_iv8~X~rD7{CrI7w-ioW&WCSecc*`_DSWFXM7RW7C9DHmfF<~HIt9oxq@CP6sg?ro-dm?=z zr0|o?=92hTMOBu8>123TNn$dwtbLnn5_GHSmxvAKmU!Z?Dz5mWT2*b(Iq=nUPR%h@ z$txYpW{9}MW&mvqC75}j#2tuIMASN)%gKw=WH4vLDNnv~-+PN5Y35L~nzbks@@Nby z*F?x4IMA5BkhLFEB1Rq&usCX8-$~H$oZrGA?%LFa4R~sXPJiw&_MR=*3R@Ei>Fa2A zy<995_u1oP_DNO$a@ycPqF50Z@<@~hT^`}bU!;#YKcBZPGkGP$lz@nu8|JZ&?N7wo z3Z=~sW7rqswNUUIw_}6FCD$sbUi5@AH;)^zMQ)e9ELTtg89M^r+&30A&S^r4m|dw8 z(JN_F;VW@p^gb8vS;xG)254w!Z#6y6oJ;DXI{^>n|8H_f?A>Jx&6#eDc|HHjsJ-0rs!K@W3Fo1Eg}kiN`8{i>=m~Iv8kP% zn{w|sNaxp8Ug$k_FndF5JmS1g%mv=YI2?+nS7|qYMqrqQZT8+KUdqN{n3TI30+4Jy z7|oXj(&kdV%Y4m`CXw2YE zhV)qR3}geUeB%mcVu|Bqob6spwMc8CR$k5di!~MNl|lL%;EM znx95uz4UCNUL!Pp@gO;~lOV~-l4pt1*m__8v07g{{SMct!z+vQYp>(5XnlwB=cI_v zwFe$`dY7JZd-wCk0jr+H&+G!m*mRONudkc=TujWUO2L;?c%Wa?}zD@&$NEdtE4r`h5p7FsGw6ZxvXON`?cRL@$&= z72a33Je-kRoAf7Qf!!pxlv6S82(N|PQ0kWOb?Af0snU{^Ac7tTcAHtAFjInooar*H zu8E2RzuI?#OUqOCE*^_h^xq6!edXM)IIZ4{D5G4GyJ5}ie4Whg?xsq~vAn1y;|lP+P{4i9e#r)D#MmGv5tYm_$yLIou46e|r7WF9dB;Y>u><%`xZFg%=@arac&hb2 zOQd{ir40tlXu$@$g`#mbzyx0cwgY>DQ&P_)BAYtxJ#$=-p0Sz{`XIj#PWxo1M}n8= zJioRd;3Bi~E_I0hx+zerh3WJK25RQu$Jy2UpF$@{T|`2+{AxsMQeh=S&yc@UkG>HG zNVQu%iaE_oox&K_r?q}@?KiP3;TVhl>oj7SnoGKpeM++Z;Wx#OuGl6joPOI<+ByTW zY2!)ima=1$JB8gZ;|;Ky8;`0cZPiSBtw(@>l4}v*OGKwQIi+m+rlFTFr5rN zJjXU+6;|Dpaw`S08zT?Ac82z&s|JlV#UsAlKhP-2;ukP~Nk55xt@xuuG$O?L?vM8b z1&J+Bl&M5r&^5QFMf>vH=hcwHPHwP@uacD#q*j(sX*60rs(&C+2qp4$t(oM~+ukBJ(`?Hs~m?D$3Lq^|eMx;ak5Hhf1N$i7=@sAN-{q z@sYY}63g1lsi!9mjZweahQ6dHA<$)it)~m(FbsD{rVhDP9v1UsyB;A%rc1x^k311qk-(mZi zGoyx-HD{tXXAhQmo=d%!ZwMJ(qbBplxy-v>{k}TMDXcJxJwdkp`-r#HzTOudF5k!> zRTZ}`e-M6Gc_{eM;M1TNTA1;TCBc|mTVC!J0mRMO1MQ8a)|yNT#FX6mb28W;C!V&> zdLpOYGI{v{KO6(?;}6DuJvWB4o;lFLNXkPlO?+Oh&5_+_d~);htv zCS>X;^6o;zO?`?YMid2+ZG2{KNrq9nGwOZ(-&;fqEv1&YWAdFBF}KVjb!=4LdDD>< zCPSwSWlJgJ8LF)+rWk&^6%rV(P-VN?;vg2JVsbDEtUp{7oK7GI?{ z_$t0iWiYo&HHJBxg@r}WCNq$tLcd>beu-IWTLUkG}jr3`+YT1C(@@1J!*-p-)OhUHRr~Y!3@^y z%PN0Qen14ojcyXQkbVu3OP6_`|2*Q1@p~X^(Y8c%!$f*27&cMK$CN%M#@h~(mv=yI z9naLa(L2(*_K0WCc`pPd2BE=k2+Cws3OO2ue?VZJ%V6B%>92S08rz-TUgi-hX24{n zD1Httwf_58WWZ1!HSgO*JL~r|bR{%5)(?dU#M7fkTsF(;e3zIS^Lr9v&yX ztlxp<=)z4BhFxxU*bO_LWhE0ag-IIS zS!L*lSLYuaIN;A}V;$o?@6LFo7lUXVpY`o`&18gqxgBn{V>;$SGOW6Ob=MGeywIuBzB^E6*_ZTQiq z^@50VS-P7QdaF+cX%B6w0;7+rLfl&(f|nXUoS;Lhl<6DDUfWvv5Jnr_b1KjIa5lQz zuE-vd@dLSkw$^gwv)>XCUp0SJrt-lz*rj}=9$k`n-Lv31t#c(BW-Ok*A*QhDzfH9$ zGG>w;?T<15r+~)9`s8b8=g}Ttrd!-S{v1N!wk7r+ra4<<*($yq7MsHiLlZMqF zMK?rKEgvrSC9ZvY3UgtLQEu%$F^(kZ{^r&%)HJGE;-Tyjvzr`o))G>+ffOxWcbdcM z$q_b9%Ei>9GhsB)t5xqu(p+l^3kprDAIW%garzyPD}WD@b;Hw27m|pC`Vm9~3sI%pEm z1K5cIpdv(5Fm`gMa%5Wx87NbbfXvE(k8&zL)Wa}7R@^+jTMwjnvnHVKnv86-4~cy@ z>BPKC`Yz6}Qy0Cqzp*y!SjkWq3(gsrHM9|;`d~UHdFNh+-q`(3$o2i2JC^1VIP#7EP9TpL_ekC?XC;|!DpL!m_V*lrJ# zjQY}(#?!Yu!L?&8hUH6Zj!FD&l&8BuT@b)lAJ3Ml1v0=!#nXu;K0gvs?Dw(vZ=E_< z+1bIzc#^WI&e4{w4=P|SVbUJ)UDIFF8`osh&=PWQTJ&av3y(;T%wI3bERJ10N6HkC zucqMqag``Z#W|Y#iIh4s-T0Eh)jcYyY!+XX7XI5D9?E~ z`pS^wq_|6)@XW>2z82G0Z#B1UJk*C5?q^hL+h9E7I$w>SU$f0b@}C#(mvRdguPWt# z{rk%5a%#?9vz;QM+(bLv%T^OX=V+AfyggoUL}_&1Th#3?OgkDqi{2BtcR0UI9o=xS z_uJ8aGoRBNy?d)l?KKRI>`8VBn!N}T- z9oYfpElVJI)gE{i`kEIvvBPhOePo=Iu7#dvM*qx6;y65VIyFDU>dnY{-dYVp2HyD; zpEhFudm%Z*Jh;+?bF*esYyw(<n(VKVnx^6+GYRQ!+yPs~BK$hflAQEO_enHCc zB8bG6+%Pm^834j!)}IAnBN>OHAFo{FVfKfM7u-)k_R@m>Z5$*~&uUi^)r&!b{%-4* z%^h_}Ul|AB#(353=EcK`dk|y|-3NJWK=7`l5K3f2S^0rIkQC$M2No(!^V0c6Y%|du zNE2~%yYwUl*=}t7TlGhtiIDmoxCLiYSLd(O&w$D<#Ia@jjs9Rw_><*B1?9XnAXCja zl)I3mIuy%BG`=)wU&~Q?8)g!{3-&6$qU~gJ3eBa~KOG%b zGSI{e7bqN$DeUmAZ#xi(lXiZgBCDi8@4OH5q9zkCQ&xfTaEPx~YIb zNzc#a*C&pA{uRR^bi=^@+^jSZ!}sB`n@5luuLYqYHI7=L z*n|1JCgcu-q_JEkA>CmX@8C9IRZ@YR2YW}ped^|k5Qh=aLC@`r_q%zoEL0SL&jXR7 zsmrGWN)=#jKVD1&H9)o9w2p<4WHz%lwQ~xTS5!TSy zT~1Uw*a`RrJQ%2R+}uIi%$rb-)7*6xNoh~ns}PXm=Okr{KG+9QO%abwki6pFIdSnP z6|ew1VF5W0II+oXXQ#kB!F6hL^__b~-Q$*MhTk8j-f07W-yaP$y=&`B}5c%)dX=AW&J89z@@yqr4nyI zk|`((f;M4`DPs`VVapQCb>>iQX(Pu_%l*yrod!tx{iHvPGO)k>jkC#&9^6iu%r5~s z8KwFQ!Wcl|ygG5*lY+{}kCCEP?+6_V9x>&n>^zDRIO^qjhHu?{DGe)Nkm@{)V znp|Q0dnTnlkXOqqr*rKPG6C{Iv&?ZJ^dmvGx4T2GL4vJ-d@+a{pY)?C80_ANqzk0O zF&@#>F~={)wcPw_RMuX<-})2ss#F&Aac0+5oDHSB0@H>)uoG%Pi$hIpyhGOx=M4~E(|3&y3UsSqAQsOgPr06%cSW#99%bu8`oo70e z^?9bHhemhDusUmarQ4=*=O?~|3v5Ye*|HO&_f$*P^$E$$0X*`tyV{+^Yo0wnMYaP2 z<8W}{tvvvT^l{`N(ONw7(@1qWCda^CRJ3Bo3gs_xk$*r5iHXrmasxWd|7hj? z*<}u)lT^=)c~I?zhP@TBVi4q}Pj_18%yfd?j}QVrn;a)64TlkhTk)$_zij9fx>p17 zlE=yY!rO@RFW=%W^Z;I$oZSU#{-vQW?z$?eN5R1OkojcT2*Dm*E9-Fo^Ht{^tkOk0 z6qI5`{TNWXyEf!OMs2(?iXfX+u@yPGT)^Ve*1n;gY!Qo6UhDryrBA6{z#4T4MOKj6 zUQYA+W;Ay=B7M4*<+uL_XC?W81khrce1iBrU*Zbnfpz8O6Dg>bDkJ4ameZIjVZiNt zRx$`0ZQByt=nDK+GvvPkRHnaY&<0sP;;1HNF(9z~%+mcQhe!Wo0%C-|%^7`xkMIf< z6CVCp1^F4oZgI<6m-Gwu+$U@r4FqQg_@tMWyI6rJ(nkvONIDia0as$?Mo zG6;SM6q~wk>~C-r_YFeW%mbLJdc|*Qh;zyc=dAhpRT7iApFoxr+vxsXm!dW_t<8`Z zvUQ`S{x6{>nj~X#-1c9$SKh^VGI~#2*}r;8bwOo*{7aS8u>^kkL5;lr_t91Y1p~a} z53sOfr5A^6OvfrD!;gqwc}Z>CUx6U4Ke?6w1-d$SCxt}353EZ5hEI4s62I{NdU?3S zL&p=~(fU(Kpg36#nHY@Yxw*ad>I;(MJmnS)u@Qhj}(!3?fTRV2V0TFJ8pM!huF zBo9&*9bY=hw!ZUcS#9fvkz{xMVxFj01YaT|!cRf}n8od-364Htas#4zgv6Y=Yh)Q? zb+?thI*PEcCg))|v$c`L5^%J_AmEUnOPXxrhc#w|+<;%*1iEYo{|RqOnt0MK#8IYv zg1*OObApK6+_5reb()&FY9bE!u0X2wk&>%!X;)2qBS^cFX{Ke_N3A-lif zTI(A=nO3matyQ^|-PDBxbHK|7%(}Mn5wH~HWS!Zz6_pTnwSi_WvF-%cSFGP4&sp*Q zzzTk>Ug0edW@o7H{Pl8OWuSA;4`Ku*Qtj~lWMK_YHQDSX1z6|d<7lPLQ_PDsc?=%h z>=8Ie1ZnP|pq{pw<3-1i86|NW3O+s*5!}uRvjCX{NJ0|yLMPzs=~tpwJg!&Yl)is8 znXP7H@%+2bIz@(9$co!ERntiPl{-bjc<4iFmErF+Bfd(*$Z)EZgw35%ZFy2;AmTxVhBrqhfUKp*+b1lTO5%r(-+aq|B(NPoFx2ms`OQ-)rWsWrrT0u3SV(Jqu zJ0~VX{&K=%DT&6nSvwS3Sa@>@skwD`rUmWAWEIY#`-uXdYo6h zvT}%Cu_)q)z<$RCm#cD}4%R0}u0p^Iv|-=bP2ZT{$C<|~=GZ(Q%5y)3L|gzlh!> zO7R#s{T2M@DENKu+W?aL4i#>pt48gS-uOxk3H6NSH;*EH8?xixHM^1&WNKPWH89Km z=y>wJ&6~)$;Bn~mqbJUes3%!!g-H|G;(#z+lZVILU9(Sakj5sSf6lQQ7W_`YyKHVz zKy~DrWKeVM<#=AhSdU?>heC*v%`imOZkN`L+cqlH#4kv3sgz4o!x9iMyj2m?3gbBC zSa#v}$nhKs@_8famLH-3|J2qyhT5Mx1B~psDvl3FKgI)xZO}8Q`hBIuleQkp8gY_^ zez!tO)vu&Bu~Fy6wg&M4=qzP>g5Bj7msQ|EB37pVRJ#nCVY{Bth1>zaw7B(8mFbN?s5AkqKmh8foO5hMV2%+J!c~RYQ&(!0wbVCc85D+ zmLr=f%de`~c)FEOXU?~>9g}o^%fD{wE1t2p&-RceNEC7@AGK(mDwivQUw*nHa0563 z&}n;bVR^^hd1%x#Ah`%0l?OOhpwwZ@&PSGvtTF(5HgkN!LpGJ9%lWPFrv8BTT*cSj zx-+KWed%O}ptPeFNlAg#!{%(lHYRz+M+_CsY; z1z+(`L1W~ygLKW@@Eyl|C-y`Rq4nIuGFwfevA!TXws)`8A2;Z!>$SG&CvF#fS$10C z2%whGue>Iyyr+({203@vY`h22MW^6nGABt3MX@TGV9(-v#o3~Q&Wf7aukdphUylt7 zbrir-uyQ`>^Mo0JGAo_K*XOa6M)E+_HIW zO`r_#<5#cI8a|~!ew*j$*6&{L=NEbA@)~+Yz3+<;U0Z3-3eyot6~bIUjJO1>5Pg>> zm0rio4|iyNJ9$K+nAG&8EQZ)San1H~E_UEvO3x`Z>2MLksDu~8E^Wc7=RMs*v5~w? z9L#@cvVs`OT)TZ_qLhi@%O`~2&Ky4wy+voH#C8}sX}4+FxIbH=K79#6K|b+)>=Cx8 zr)D^aqTa%_jaPT>oG4NB8z>!QOM0dIQ)qn#FHT8!n1B70kr(F4d-oRI-Ny#v80#`> zt+ZtpaJ)aZy&>q+BAgw%er-{V{% zAQQkPtq`SH>Ge4|;zZIze>LXzac%unhDn)N*H{iYJfufuue6>yXG?j8nZ55LNeuwo zUa{!@T<~L~VO*(bH=b6CE4w-XiB+q$Z^%~_PleSylcT0~&XM0ILJ~)9z zQB&H`!N+)(q0%^cnSN1T+#$o8GXx)K_MYQTR>mkDu=RPfUF)}1Nmen(MiOM&C6W97 zy4|M7LV(C;(9oMET2aK)`aI3QF?g0(?io|>XiADx4YnExo;V*DIAjzSJSUQvT=^qoKxbZVGGPNVNlDH#Z`bEZ3&O*#g4Ny zKkIT|S^Z^H$hor2;hYObu@u0P=q=y92hnzx%^jP=Si?y^zVIdFo*ibH%8u0NOB9wV zK*Jsgzs9vF=#w6cz@@*fyTwW8NL(lRn!UQzb1)U1sdB7s{P?obojFej4V7X_mOK@$ zw$M9l`$aOPqEc!}AD4i^zUHfQ&@ro;nUQ#pL2Lw}!Z~MfiCG~r2~OwdTiNQnnG>+v zc%_`#oV2^hxjGd9K)62K2eWhTe$w*kh<~Y7N#sb-(4H+@p`AZ}#IH91jnZ1?tB%sJ zb$v-$&xj3A4I*Q5EG798?oGg<xQIRkQkslAq&rmE5VV0q%^A(uzvr#uAMREZO)`DeMfblw&3192aENq7fx9M?pbw|G_#An6yEWJj}vT4e~O^+Xxjee8|fEz9l0`Z*S`>AMKf3&cU`iogm-YOf$D}w3+MK)c*Coi z9Zhw+HLOBNEpZxE4kxW4oXQ7n@qNW*taEZ#t8s)P>?jG9`1qpTqsf(U0;x)-rm$U& zzTauB-yGM|E4w8V@;x2h!rcz_bQh&cahGS2d(I1P^QykGi(U$3r&j?jw_K)hk_oNJ zZbmrk{Y6z*6tAgc>&T`JF&cZcnF}5a;7@hwzk8vfMxpwXAkx{S_Hx zy;$vJjThGvJv%8g3@p!7l@^glK2`4(Nzc*>vlSkd)6Lkn85*0tW4=`U=j5b4 zY+W`&v~<*C>}o#Ui+s@|95sD$ffF%Jveb_I9dIq~{j?)+ z#Pg4+U|pqxF45-ynmo9^-JASm5`V*egqS8wr@zrVOGJ>s`v($1tZQP+70J!S_BJ|G zBUeDga4Mnt-EO@WIUBj8lyIe70BNCYeY5d5t|V3Q1S)Sl%sq?n4%`F-cB z{?PH49W$q7Kjf3kNK@ym4+wmUgJ(}v9o<_aWt?t9Xc3LbLtD-YCNPHA! zWHHqWaPhaS81Hv0qf+_rX(#B{H%P-2m%JL3x>Qv!6UgOO8HxEAA+&dW+7If^R@|KcfN(wJ8i{K6I zAH?)#O%^8Ec~3olb}(Q^c3F`{`B2E=E3wm9V#M{T<3}$ZsG5_KRa+`IVR@D!52&?b zO;txY|6=bG%3AkY7eH2fM`sPH%nh!_x49PVFp{2f6WS8-_^q5)hap$ znFx$}XhFRHWp*67Kf=t${!>C>`cseivobEl3s%QQzZ@x7{fkJv^ukxO8Ums&x@BcbhZicN+Q3Y9GEizn+<}-B&BBUp@T6Y}s=!szo zj^^%rH(CF|mq6)J`!ClICYdoA+?cv+)l)+w^~cI&I{WjY=|=%(3l8~*VcK=KH)322 zY6-7;#ftGwufj34Wmn{;?fQ?wg3S5ClPcU=)Gaih~}Zx_ngz*KE}Emi)p?>S0v0Y`@K)#pqw!~gMV2-v8Ul$9_hBnXoUDTeABtE+m!yz9Iuj-D%E zZEs1i|7-UsPMS#f94jR^eyr!w_;?2CW8IKXW1;;;B`}YYA4yd*UZJcjqh_O1G}rUt zZy$<=PpJT=a9oLXXh}HDSK44dyb{*b;aU__?bI+rY1KvC;6^KNhnBDfrsJng90c zce1d?Rq&|Ye;hPz{iR|;gkNh3~aUnx0OA~}TY5t|!YW#=dCODu+ zd8)+#4Z9TsGM85|@b@6@I}Qajq0IaRlC}TWB2cSA#&bT=%L8Pf!eYCbUv>6T)=PNG z9CkInYjtu1oqcRXu@R1s$But=l9oWR8B7)x* z_M09Nxqwj3g&qkdz0~o%W5s*Ua*#c;2a{^8 ziySNX=W!6V+d2Skf&xEd-&*y;w+>`x)1QDEj56NYO&ym z`5k+P86dex}na$<)A^=`ioYYCh&?whkYgIEB%3B zbY8Rn9XHO}3ZAhn_ZXDP(bxWlGK=7-9937$4#QogkKT`5GplO9=uQNJma#n`a;rm( z)*MGCuJcLZ@c=93%%e8oizxmZ0P8IYXbu>`++&RkdV9}^Xwb%eCN;=|@tGzrC{A!# zlnsKs`^^t3!(H06>yD?@nKRSOyp3~`n0|HOk3j;vD<{?UJ$B(ox${Q5+D6QIBp4JRC52 zg|GDo)Zy8i-z3=Z0lHXiKkwT@NOGd9*0MYsJc8($_+}R&-V77_qLe+8%Z^w`s=(U= z6!{^?<1zI+novYbP%c{ysg$=c0@ff@HUk68fD_I-cf7;5|Es(6{Act3_qe?UHEPvf zZKh; zxs_YFk>twt$@}$wJ)c0S3r-4+{4xL(7)gP4@(EbWJI}Yt`Sk$^&zji(twfIR=aZBv z)029FML@PH_|>N{mH+LoyXQ#9cRhcmQIZG}jTeqZ4(b7O!>7nIcNyH(pJ$&hGfDfEVu*Al@9Oq9c(RU5F7ij`%!RqrQnW@L-aw6(p%xw%V(n=Hc&Uq zUro#109M6WomaIrX(|8da)3+l2CT$WA2T$*0{%b^yb(_o_rNJ-n-Wq*I2ER-s}wYe z$#QnUS7+K>?@D%R#E|={<{Hm9-n=2=*i#!Q%dDU*Ww>bwWv~aaK66o#q_8?4>jwOS zskoLNmeMa^0m!^OkX?rHLBPH%XQJ@3KNNlX8-=fSo&pO8nnQ>V5~CTaC&0pj(Y;{@ zh(if57%>p4H5h>+*U`XWJGmuP@E!UVKT zMR%S+D*AV>ayH;waXlfpNs^0nn$*Bg&G(tJ6aKQa3eb~LV{@d-rZ{~8ZT##~?`k78 zeFMKAiiDO2Hu^sZn?hdnzP zu52aO*7@UF_9G~uI04yBW4#m(vI-&$QADt*I)Zo$6uB9lbQ*lg2D(J@E-?tfLjcQU zZYEju*J%u)ss}3*{+;?X11*wzd+hd^z(bKi|zGK7y9GfuRnl5_rfR~(X{Ul*r zs;@}ViVwi-{wwR^VDvZe6;57G)-yQ{)BQUN-hXdiQgESxrG5NLay22?;pR z3{Y>@2@lE3h`&kve4q{f19|TKJ;}a3=M~_^)<|c@3c1(xs1LoJ8#@O0AtofN=!->M ziUM+3nPHa!peFo|t7xM4$)fZMX~nQpHF^e&*zR%jWQInUKm*>ga{nel3FKYA*KHNO zAhu9lUD8p>EuY=D8@Gk5F=9OzoSout&bHR@|JXFz!-jW4?|g(~DiY_U@`rh^K{J?q ze@@VFvMPq#?Qrd+higR>{F$#2yjx#_ygs}GRzx(f0Cj%(I7fDay&B*qQXH-xGF$r~ z+g+}JibAbUdB>nGOzd*$mC?K;YIa?SitNCxm~b$u2Ky(BF|he-RAgfi4<|~+i&<=s zq`?Rr4_eMlZRtI3wBG;{uRjYU%pTBK{pRBed<4cq?@u2{uWHlY79CA3oKF6gHq|iL zmW+N<#+B2h5Mp%@z4hjS z#P1*>`06p9qBX)|a{`%Uy0Y#^dDVXaCJ4Q1 z=v|hiKJb}vN3k@PD&F3xBpLmD=kf!8hZ}XmQtpUY4}DBV)Of}@H=1LLo+&4Tj=~~W z5}+*l4{MCna{^OMHRWyg!j>pn6f%~Li=#+*z4pk z10JY)_Vs>5CwJ_Otsu@0#&~%6_#AbiQxd!{o9lNT|DDk-P?t~T`AcFE0|m?bNIm3y z7jWhR==5sMY*(2@f4@)G>yEgQJ!b{qve9&p*ejbVx6g_~SrGI#(N78~CX@gfa{v~3 zOs%l-R^eaysP56Fe1~GT@s9gCWHpy9FIK$}o7(TaDl!EQ$?jtML#LZMK_r^Qll52A z!5B|PL~TAn+-}#-r}JJdy;INMM%zET=m?d%)zUpD{%=PGiukWlZs(W7~yKj8GhMu-umW2*nm zWZ@oHxh&;mH7y+G@?~aWcdttaqFo6+0{-`M--<}<>EGlE1`gcgpHZy(l1pINTuMel zkLf_9T!wKYeQFnL9|@-%&^09sM&3gSvlUH=&QQhfssj^1u=zq2?Hol$gxi$t+O@|& zU?LKHFO_D4*U;Pl_Dr=kd4s^$D>B`YlGtJsNDRq!v+zoYtf^J^ zm)g*YTsOZ>{xbKpOWrog2^XZpxGOJi&DE)abZcngViuh`6I zE7*Vi>e$MUs&`oS;);v{N-t5rZw04KX`7A{7LUuLYMsF)vDPM_A!3vCXcFwhkc>GzNF3f_k*rX(F`$F#MCJXpa_J3 z*4}&9I|s+sm5}BkEU7ixXh0pz`!d-T0Y%i{I|pAIQvvgiVGhS-1HM2_0V4p{;L2RKn%plbPew;x%Gc& z3U}A(D|7qgDw`PyHbUxdE~$~4+p>~{HAV^c!kO19n`<~R7DMPVhft9(xYq_9?yQ!J z_RgW4+7GEd!XfW!q*eHbp{qoAqMqbLu@7MZcfF<9fwo>cLfewZ<_7RDMm%14V5ECvt&F@;RVh_Q^xY6n{}%GruU;M zii!S9rymTB=!ktC3Xc$?qtCVr8kH=d=XXMR~lyRL~maY~cUdE&timyASyVg%Z# zsO?jp@77!yavLEqx*BFs%H8%`pGS| zSSj0qu_&RcG_ksYdOv_YoIeN7BI!LzUmd+g{lQuwtSc@4F(9dPZ8 zF#qw5JywjKQP9JCR$i!-tJW!L=Z=&J-R}&MG z*$1J=W95{tw8Aic?R`z$a9g%?*3wep>sGpRoqE)MnmsNnxw9DBl-QP~YbA65KDl90 zZJi$CFjMEVA5CX;U?oys6skV7!LZM4F1!CJgu!I=QSW2s?E$sQ&&~swm>gQ4#g9_R zZaaq%#PRoq^ULSYttqS(XWz2^#*5iT4ZIJ&88*5Gfqt`dH#$uiNfpe?9nf!~3i$Ql zsF!;}Sa0kOJ%}&};3@Y5k{Pq8$T$3y_*7`<|5Vs_CzI(@+3W)l4hP0VCmg4n_p7sk zH1&B3^V3TwnvgkNasPknKY9mq2_k?+I63EmYB#Mb$hN0q1)cV;BX|E9AB8R$bP=9k zZfxQdZz8s1+S2}x;=Jj|fl%@bPQ$YO4=d&8L{9`GuJpIze(zpqA8@MFqJh;bvJc&M z{QmdwlNMvK+|lzPDav?D(ELReQpOef$XG}za1bfKtL0LNv{Tm5eIrf5n(rMxycY_+ z@~hbphtyWpeq`7zt@`+N-m&+mQJ469DI7c3I_%KMhz6OTEE#gWH&9JqKAGh}V$CYk zBy9n#H~>FMd#ES%wThklMuqMG6fwW~#EdCtiW_Htqy5FNmMw0R#FY2AA+7LL-m(3T zeO8)$kk2h=SWdqUpWZVp?BtxL55SWOY$Z{u0N!?iV^;(d$EKTF;UHcvE)Gc^X<`TF zkNyq67!e>{r65}nQh@I~p0JgFV+n1yDZaDhx!BOyy46@cFEZzmFOM#p67qJ?m?}L) zY$v4LH*IYTt*@ZjmO$QmZI#n1{gP3S`!pu7* ztgx(Sj!;XvA`8z@C&LAU2xxUq8x5$3EBBbejO~vzS$`^SbLYL6_?dP@fLmy59c5%V zP7odUbi#P4p!zWOT)LG5VanlQUE|RLS59;0>luR#Lw6c+Inn}m52QpS< zc;9OLAX9*t`G^<96^D%yfBo1~y%wREMk|um4`)|KnUa*lAk>3-4M;Pr}ylfdc zRhCq5G!8p7{2$Tgtpni1qbbslt+;#aXF`o%F^J!$-9GR-`42Fb7}+IJRDzT(SDt;| zd1$xwmDRiq1r3w zJ!%BG0BRx?K$M`g1Wb$py&H*oOX{#q0ouP0r-AS=L!QsTthoB{FwGX{QQ!UdbYhZQ z46PjS&M)>m<^}iV)?8+fAax{?^m0-SwEv9~{XZ~G0nwKiwE5g+_FLJ-a5CVbf6D|` IuVWwiUz&r&VE_OC literal 0 HcmV?d00001 diff --git a/alignn/tex/jv2.PNG b/alignn/tex/jv2.PNG new file mode 100644 index 0000000000000000000000000000000000000000..d17839ec63340fdcdc567374b0cd862df6b89cef GIT binary patch literal 88556 zcmd431yGe;95*Nul2XzQBHc(zHxkm)CEYC`-64nq(%o_CF2Mk<^yLy40TGY}X(jjE z*Z2Lt{bqM&cV~8I)`3wjaG&Qn=YRh33*(+?DB)pKV&A!Q2Tw&=Ui;3SyAbesfQbQK zDY;Y{2Y;b>X)DRzfs9dafiKYPWYlHu+-XS0xw1qDUt_r|8+zTjL*$M8L|L+>dwJ*1 zZK;a9jP6Ub-9_|Nra^d{hj_FIpMZe%$jAc$@JHOXbu}ZC!s<&#Ch|{1?}0%zqRk-P z)^@f_yg2hR2WIDIRGY5rz7yiMSVj8~U4{S+`GG?)@E9|k9(>qi$+lzseU(cFa~Am$ zW_STJ<_hIMKS_VK=W&B~5P^O?u@ zuzNo*B-Y-@QTEa*)vXpp+*iFv_sad_><|0fXTH$-Nhc57xz!0deD!iKd=T`pEQ{buh8 z>&nGfp1zXHgFdP2@-KG`}s^g#8Ze>0* zhAh|XJRvI9uOI6pY~Gtr?bP+<%@{e=3LXtHmG@&%alYn&6-Wd+>2vy?tD~Iv$@L^X3T#i}@|sz|ba5@Xy-2a<;Mz#x}jZHum%-@SX0bpK%37-jwBdLIuBa zHkEwDmwFO(u~pu}LHRMW`_Ip8*xRSvnU8Y4r>-dW3te8FOe(chYhN6F<$)R6<);12 zuufW<9hJJh+A2!mhF({49BvjTm*EM`(J!Fv1!g&vsa)=Nxp5cY4J=9KX`Qp`P)p0? zpScxhl#PQ2?su@%w*QEC$PYSGF@JTau$Okb8g`FX*$L8N+k5`voqBrTVBgJY-7b9_ zd+_;ZGV>g;?!8ypkMdsrX#O>TQ@#V~;=ca9n%q(yVCuKzzp=hE9bpYq7gisCa;&x& z|1$?%qC;b@)U*D8CC6R1m*>^YpN;(dpLv1%-$;X!7065l7rkNXJ#}0Aua1UUI!raC zu1`8%tMm4wIkdp_pK3lily9YqD$frVJHI!}%Ca}1A@n7*RRl!A@hLojb&%XTF=fB| zc0M;@2#rFt&+si4_NsMICpBaLyi2`K~<+(zy#rN9{ zm+Kk!T4eUTi{c(#$aT;L?l#QN`~Z)lS)43+K?m`e5Z-erLs3X3g2+Ew=~(n#fRB}& zOzUW_D@y)|WhyiETWs+?OTN0;soR2d?W=-A=L}Is^;}s^mKsAHoU=~O)p&CF2{CV$ ztFoHm+PT$8==?z8^bf}GOuIbMo+Bv7pKk`{L22SEPmV|4Ed`w~zJhcWneg8m#uPK_*SV`tClIyun>@NnZS9Q_oLx&m5&yKq=YPDXncpp$YXi> z?5b;9q3h+&Ew>7!h7T9Pt^digwKoQl;lD2sabL`y`!ZnV0%R2%t?n~~Q~7(d0Jb(b zh^a>llmZ%ianTTLrF4-7)1v!=1F*$Rc0n%_ggU5-VxSF3yBKP%GuHk3CL27{n2;*DI!jPuw-TvCPrK}y9iDA3B;M(aJF@lF; zr_(yHS@V!wvzIGTf*Uzrwt*#5z6Q=MkC$GquKTLGxj#&mh|w@K7%UD*-6A!1PT}s_ zZCrBs)-RcM-at&{(yVp=KIVykZqH9N$J=IAy9w*a>acw%N8JcUGMWC%{f-UKRiTPs zl*<7-wFr)&fuUng3U-<#OAg*VF+#VEM1ir2+`TA?p)t{o9BQs<>^b~G<*@o%cr3!4@N4~e{=rYLF4Y$bnHegg+ZDx*cG>~psKP)7%4hmiBu~v7 z(Th@$%E8^S_SPf`p>C}8A|kbyp1)$363YNJ0VPp{m3%JM`VVa_hLS0yVE~C18y_fs`(Y5R!nw^5;tTB8T zpvv_PROm@DnG@BJ&Z;)`ZCBP?n{>lR;_B!c{T0PYSrO(gSWjK_hhtlE|zTermJLKc>Vk5J*PH6nT z@hLrkN*Liy#xvfjLQO<5&A$NI_2>Xj*L+*0?3wqBHN1!r`kp~>&w%Fy*RgDj!bWF- z%C+5+G!p)RGCb3r`5S_W5tTTiT{+N)m#oy*uGz(bu!sRV{lM=ryZKlGb|c=N%t`#q z$3zeeW|;q!un@J zKV`7`8xwL&ni5u2wXa8}DO(vlHQ!n$e=l#Oa9kafoGY|+ecpFFx}jjAaGL0Vz6$BJ zP%P-#^dq@n!`Wh z^hdHU1V|<2B+>+zY~jj&)h7g2&JvV|!xg-uyT71uP;>f|H$_dx@M%jtM;GTr^LX{|Y{@oAAs999z*W4sHVV{K%Z!Hc2P$`hPeq2aa@ z`O2yf%rj|m{1C;Bs?FQT+MDHy9^sE0n>&(i)op_)=qzD6pY~fwCWZ5$rp(->L*5TG zGA^peIt67HNJV~8n7XKc3YDjq7R*|uf80>3+~kq?%f?t7F;*%z$-&e6+iFj3W5Oni zLrYeE^NvlGlCtp+_s4zB#RMUrigVtuE3{wCez2cRtBhq|r=&GC9?*L+yd#F!?MOkf4-)%`sj=V;)5gqdF%ra`PWn}CM&@yW&!*5YmG=hyNP>Rg5;S>+;Y6l+WB$bc zr9V$5E;WgJbzQY2>ZTylnf&BP*_HU>2}|o5e$)DHb4c|hs{p2LLvywxwhRf*CYngI zPmD4|kl(6WOVYN1OuqWS61PGTH4qybM#C$?^IdoOODwAm$Hv?UqN*B_1q&66KW`NG zT&bR1V9y~B8sbdpoLENV2)Mh8O~a@zEz!I|pe*qHNfQ>L-CKo?d(<;YVQk(cL3}}# zhn(D7Wd%CHi@<0k`WzmwMNuRY6w#kH%WU+eU5~9OwcI|GAr&kAZ9=gCk>Zm85=6Q? zja4jzCn|4f!r1Vv?j$3GS*s_{b^u-=M^1qC+EcQNSZ@Vebf~DJEb6N(?&$#hK`uXO ze^o%*(P#}PbF(VV3=<_IyLKc8^fKNZeNs`m@{%9U6JHt}yfQ#+=X=HL%a1WyuahV==za78%M;qT1K^{)%L#s)&a?i z@1G|Lnq7(=Vl0~DUtaLvGg>B-`T4v_=UT2kT&HkXRNv;DXs;vqJV{?(emV&S`o{jj zXYSTeiJ9muEQ2wbYYiTB>u`Slz%Qf(a*XvkTLPdB#ji9jQx`R&MiYo|4l+)G>|-)~ zylHs9>sTy^t0krpefaKs zLY2E7#H{T!W9^!~>^9xlwZoY_&4nqJtEiD_APq%OLXTikz{iXPQf3?*v(IXR$Bhs# zG)gRN9rk~*c7nHYtM*B6o|qUBDzj{LpAgb_z30|3o)Hd@$u&@-mbupVUhFv~)XHf+ zA{0j*Yt+5d_qj&p`c73Yg-G|9FS+s@w$11x?-x89t&vW{)oGH&iKWe(WN4fy4B=BW z^s#DzMD@^j^;ZIf2KK8-cd1JE2!}??R7(Bp>3Z*Zz!zs9J&^AhrDb&sD?BUu6Z!T5 zy-S|Do8}9d+u8KdXM$cLRhY7d-#GQ8EegfOiFUEYhiR!`Vx7ktK~x5|MG$SyZ5Px+ zsPA*l4-}iuoh9zf-(Pkg%|~9Xr}J+zt4a?M6r4q^+VGN6RyZsuRy?nZqt+u!E?_so zdsX%dH!`s&EXsli>&R#sdp10f>U$hLZD5-1fSyv56+$BFpiAI%fP~SdRaVQ6bWAU* z8YRrYUbSScl61QKqS30QMy!@4(rJ*PeT14o4DJx9wF6p_CkJSjA4q9V{d$Tkr7Gm= zga>frZ)&fCp=GCIiC_ z^aXnJ&y^kNs~}i!_)DovjdcAy?0rsTQeLuAd~%2zgKxBZK9YBskF`y5VN%_Gv)M7^ zD$s1{lKyc~_}on|vG$@hQz58tZtU#4S}bmsp3Uuoml&Lls?bC{%X~Qa>G+n0h7r?9 zq{B|L`m%ie4&mbsa^;4Kwo*jjVdBpsJF#qTDvuU=MH@i`esbtTc`Wkn{1i901%`+_ z)~0<<(t7O!((GdLm;%9(Dg7wd>?RZ%gbcJ=J#Rog^>L<2wkJ5<9up*j@G^7p4}5KE zFQ@d-6M_mbLQqNj3@%RsPru3%LKwLaQpJ_m1~hV~5A&z|bzZ(Eu+%f(&KxxV1zL&V z3e7)Hw#Z50diRuMN0xHrqr`TxQ#N~E=d#E>PYHz|E( zL8S7}=LEwGC0(jWp0&y=2kELnN{$|>wxDYC-I(-MON+Xts5GHugp?2k&q>xDbSk7_x6br}ub=waJG%k?^tdeKo`CHrpks6(}2j1qnu~ zyN$gu#Q;>u6QjIQY_`DV%STrfn*&5+eic6#%#%5b{kBe|AoAS>yN_)@Ntj*_#zk>& zRZX0Jr5IYS(1+(_s`uFrp9*@T&pjA;_p&x#8#SsTl`C>hy%FnlLAwF};)%FU*Zj%_@6{=74IMf;l~~Mp*AIVjIG_9cgM; z{?wmH9bWlDhM-GKm(KPX)G*UAWP5I@aJz$Y)H-C&%eS&CzLY)uiLAZvI;^n-D(ia)$ zC$rziG^8f8@tf%Pkji7m>3@MB7#>qAPKBD~Zg0Di^WtKcg;L>-U|6Rxa11}az#wOh zj<;m*;;y*I2s?RZ3@bo;D>Kymj-Q25tu1vrRU02cwxI%*4GXo3>}iuH$90!)zHg3; z%C~P~I0xsXoP-|+LW%3;lSMsjJoNQOj%MI7D18@eoP<)S#&H#?vG3FR5iPyy^075g z*pw9cbDMD#LQD8Y?)e{^lnkftd=&janJp6MQ?BBIVct(>Yxj3u6xX>3}Gcbo!qv|GQ-6;lV{yTH!r zr>64{`on%nd@JtSXeauWqqt{4FC%_lhgo%~7AkGnFs_XyLR4x>oc6`_x-eF?RffWg zdYft6xjM&BsI)hq!|yDE$wipLXHbVe<0sO7M1jry{`<6acK?TA5|Yt3OoQ!PFZAiR2^i_vaoIx*+Q0q4AgSpm zCy)=r)Y+)568yfM8kw+zd(kV5y6N|4cj^x(!9-T-Y$eW?au7E`(mgiijJm+4@1D%K| zl4i2-j}j&uKC^@!i6X^LAKop|i}5%rzcMHmtBpK^@@_LhN4_&k)dr`a*(F#jaq_-} z&Ky8o@#NPycr*+>2x9M`zWuC%L3ynxLEsGEGFeyM&4jYgb{H(L&EVlSCs;;P{KOwW z^UW}<__T|SAAd{{_aax)((w}Mov*AZ@TR4`CF{u-quvYN7uI+a8 z9wA@N{Y`3{ADK)~H#^6yp4_d`qk;E^?Hw;rwRr8ljb(42d8vHEX9|Q^a;!7Y zmRk&&l6F@}zAC|9_`oNa-r2^d5Mt4mzyw?T?(H!98oFF~HIKiSiD!{q-BArS4%B0j zcb=4f%~)l_@;(U->mG)wemf~S9c?Bny7ki%qLe4-gc^CR%E?=5(bZh!oFt#;yh)FK z$OwHQQG%*!mQ)SR?FHa28B8UyD zZAW%d6XR1oo*07{j-MWl{fp4^1f;r0eIwIJD2wI_-FD0nYnb>dXyG^V6+qYkqu(?L z$Z?OVeA(e;YUyJl;dv_7$l&!CBiAfe!u}7(KmFg~`2SaMIsxS0OF#X8Ko0zW{H6u@ zQ9A&qO*I1`xi`SJ2PX#xk${?O@1LLEU%A=@Ur8j*NEQVzNTrVB34bH7IbpePQ;wTv zQ#`v$?ykgkY2RnMGeJh(w&-j8KRJdA!}j3Y>+`Lf%L7fjJbzniuHYQ6G10Bvrg7Kb zM%1-IIRNkP2)c61zTu6(`<&D%?#iY;-;ephn$)b_SJz_Bzpg(QR!5 zmkt2nrBmJ6kEU_SuhnVgS&mhL z-`qczrs*58Ee0O+v>0?@&;|dt>;y2z)bY5Kxi~E7&k0Nuh6LPCl0&YTOu_oLH1*U6 z4TFWq+-al^`SaC$3d{uapf6YfNa)zY7fyh>IZUarsK3*c^v?o^-gDtMAOIWYH*RH+v8S{{9Bq1|vw$=GNDR==nb|P_308SfYn|X~sc9>Kk8|_=*TYhz1dV6!; zw-rMdTw!{uWaht~)(kMAbFHy;a_i0nMI3Vqe z>HzP@`|3BXr8H`TbuMzyeLRK4!;y5zl|*yMMlax6Ua9+SfXDkwWboJkZh*K1u5ZjG zarlXN3*f-jrfE}vhshP1vxqRkzaR8!r?zb@$S~hEd0guDNiJXl902^P0gybqJ?DJq z=1IjZuvvk0r|Vv{FTaN&NEXS2Wc(o=KeIa2#P5a$g5@lwu*>072QaI{02Yhdf=ioe z00@c83S!@2@N-b>Uw|mc|C#Hz%D%A>NzfPK7F%IYZAEE;;>y=t^sJ1MY_lx0PE-O z9E9U=56LdAoc93+2v9-At{Z^p;dGC~lbzA$$6W`o_GFht>?3LbZ#&d9d{LFd<&!sZ zZus2U?athIUu?5L@MJ>nR;HaunmQDaXhJwA;PF{p+E=1GUh#mKLFk37fiNDM^`OV4 zFRk(W<}tWC=RuE+;U9kL7IJA!X&Fg46~~hIJh0SfWr#=x1gxJc4+#2zn?Pq~;Z(Q2lU2wwBDPcGFvJj}R{UDXh;FY7io~IB0AYBtkDpYY7r-6_GExgiCkue* zpHkZ8cuZMD;H6&%C`EA?i%rTCmwx5$;!JpUpUSdxBQNl0?_C=yz}5Zqt*!H*7eQDj zOZWx=itUp80OJvIOO;Aq{LHk|aH?(5-&a0ksu@(gFm`FtdoL*4+lQhZ!$V-m$OAUe zU{7u57_4U*z)^W{1{DX=LRm=3+mo#7i493881!)%1v%=vJ&i1*NCFZh6tz3z+j-i) zd2%tB;N?}@_xp*g`G$>1zP9Id#<-=4&82gz z%-?qxEbh3C@+abBXwC;7Rw>^Si4C(8qwJZGX%D6q$7mUgVne}JaXB?)PUzqiXE#9) zO*FhvsuaHtQ@5#8tq&`<(=QgG{$Br@?+bZ{WFN>SuUsvNLDKZb{Uk+UDU5z?*H}A9&x$5ZIl2^& zKVohrm;F)vYwew88Hs@jAJt@l+(@k0GCXQWc=^@4knCkkqb|uG0n0(>rMH0K4N}`7 zJ}BFj*Xr(LVwKY}9e_$utpvuFdB? zmdAkmDyRb!GR9vh#uFxjXpdn2jG+yv@GZ0Jk6TCc({0D* zk1Zj}hc}bD=+lstkBQjM6mGj?a(aa0i>|%l%o2|vfZ$n7ynL7K+^8~EIsfW-)N6m} z3zb{W$5olzD0fr9f**x4G4ca;(zaNir1EuSwT3Uy1N;n=U3%SV&EAxvs|hue19F0Gtv-x3VmC{0hQ z%`n^I-P807U(l-FN<;KOMyJ) z==Fij7i{PGEk;#sAa%hqI33o=uG})dgwbpouXF-JygWsbl1-eJ zdO0aQ(AO0%(Jrvb5$pQ&sw-vD*IpFdC%Di!VbDT9!FNvoQAZ(14?QS+X z)Dq>Y*oZR=RqgvsO6Agtas07U&0>+oN@N$KXu(V?7l(s%c3NLwQkKZ$#c6G9lRbws z{ZM|+7oAw?+4TMM18XLR8SDW)V?ha?RWwEhoypjxgub5?bhGtm{Pm*wiBB|5A-N!V23(l<5daGu_2$f3N6@#g-c4c)_jjI_8EUqhJ|xm;CmmWm|3X!=p$i8VuY&Htb3w zJs*^}(HKlFr2xXL6IfJ1bi{mEY}O8?nVy#)sE!^UAc1L?slyGK4hV_=&f_Zy{OmD|D3Th2SuwIB-#e1_7fV6*W|>NQ^{*Rt?$`o z5{Z0$8QjUQdgRAZl)4`hsoZ*akK= zCTZD*uLDwwa20-^sJlSfy&}4X9F(HgqsYuMmfZ?m*W@YiMI6yGX=vmv(mXWh^$I>{ zS>Mh*^=*;td#_&q+cQ;5ad^E%ve~dBlg5V;K?Fg|pwMy&71-#_5tTh_7^JN>g$HdJ zuRv|x+ewY=3#m)>ZFjpuQxv|Op4vTW`aTAs%n|8Q^ww`C0dYuRNaA2!BY0!+0ieU` zi(iv}Jf<2_A2f)nW)rCs2rqk5wHZmeuS`SlPAS7mkVZoY!CeQPbN+4g7SBQqfS=ij zwdMgn43Byx?eG9&)pmdcqhOo<1p(oy1$6@I6sC=vuN+l9k)d}qVJneYYFjXhv;i4} z@%OfA2V3%4q*MR4qf6|Z@WM0CvISXP#DI`XGZ)`Xt`7Q~!PnZR zMRm-StVe_XE}FcA{mx0g0Fw5 zZK2-9!r^YW*x#|GPi*kTvai$Bb$Hrdv~)vGHQk1uyx7Biq2Jz^Z%ZudYttde)HfK{reOlu$(dcWXUO)2U~Lm?j?3<65FL_Jm0Y#QiT=3?9* z^B&gw)PE(?padZOlb5e`xjeDfz zCP6i8ZKTcyFFv;}KH650Ga!Xvj0ud1Fdf9$QyOOu`;c5W$c1~kV5xD`U~oqF;%AjMFu%2bb5^Wg8ABwYZC3Q%b5r5AierU};j#2SFJHk@l{^0$ z?5RS9;t3RjZYpux8N#4lj+b>|#}vO;GoYBT)= zf{gfgk90_mUbEse^3t%ImU49_xa+x|xzsL?8%`(1KA4|*ukb`cimRaN{)eKV93!pb zi`=K%Z1{`>AAV)(tu;8#Vg%syVWVYUtM()}EiST6>LlqD>tfgMT{JjVQ@{GvFUo6) z)09-A-^^^nHQn;7mD0nMFddm6^7C;cg@LO6;&T&rHp^r2=+o%8C8f@fx@I)3ZDUpbr9y8K@) zDztk>Uzxc?yYtvPq3IHqAj%|%8)_97L{J(3U~Dpqh#JEybo$k@bMy$iE}~eAIvH0H z40avg#XSZ}dQT#2Gw1GV?OtrQxTMc1Sm{q2i#B$_g`7QVGe;dirNvsEQ-P->(%(%K z((>VbCA{^5)KzaVc3(Mgpk?kGLO+{R>+02 zQ^2XbTJHb=~q^PtC2aVsVxv3wL_9 z!z^?L(PxK?b@H}9oQQwi>Ay!aoU#LEJ(Ov`$9D*Hn8l!MO_^;%%HD)Ehys2Nn_`nV zhIOs{L8vIq&-osl(_H7_6uTuMPxUsQ8b-0Bkz#d!ie<8>G$Otc=G$DjEnTH1l52af zq|4qI!@WtwCSV%(uFQ*ozTjk6EyKO;B}-QKZjtUOv2W&Gb^@Fj+xt2&i%XG1gx+-_ zC+1AJuYH}9i%IUE*%?*mK##LU&1J~AN*dj`R*Pv~U|?NKSz`MjRc6A=OWHKE86(ISOsjJ)1G6uF3c&Mh>19Q8pBoW z;`AfkT~N~$l_}mR{0`qw7+ci)toaWf*z^A)1Xzw`kbO7sD7yT`Nu-_F?CNmSUC;rwzfC$wzKJ>=VU#}$2`=CqPwVC20 zcVF~HFwt9#HYC+4Lv7N8uYP#H|3-Pzs(dvHKJ_ZMFjBn5sxEBWWsa+Vjs&l6GL4 z8x0A>PFG6zSEET`-`<*hMZ2hS6_8Up=o5fjtW-$y#C+b5+5IbVbNBLw|HIw<(}-@5UL42a(PJ_-y< zY}|}Xw+Ebg{-@qri-$RID*(+sAly+%@^mb}I#-jBC1 zo9qDMbr}FIId+cQw?O@?0-!TF(w->A0g}F(3#S{2km&zlVH)cKoLPLy-}Ekx!;eJq zTe9j9ge$5gsuVyM%QpoG>~EJQV7LHdd^tdYTF(r45b^EYEz{Z#@oZ(v_)mUG@9o}# z`amjguHah^K(}U~{hJ*-Bib@B^S8-z>-{su*);N2;T$<9>X2i<`MEK@&;TY=$!j45tCH5vR;)Yo z%k^<1cZ{N|Xew9bcN$_2V!uA1dO`M)nolGicO|+M5wNly1mxx}8pgkRx(|Ssbo5{W zh>VXfF&6;LBoLD4^vVtgF0|m>gj7umUnTuLCbeVIWRSAU+WoenDpjS(YLZ(rvzL}* zUL+mzgb*aYM(Ngl==snOiPZtj)>UWaqOI?m%iP)^3|vDZp$FU!+j1Y_9+m+?hP<5$ zAN|AizKbV)6lg864F~pxCf=631#(~&q|7-h=xpAr8P3Q@ z(2RuHIyZ|F0(f5H{3RANkn1<~l*fjz?dD=2xX#jqg>#i5j)@}D}_i0t#IeZBY zMhlh49xE6IPKTD6pJA!#Tru{y-f8+8rp$(t6tKe1?!>{PbGsfS|BE4p`t5Nz5PJRS zZh2qPl$!7tAS{7g|V4n zX?Z5bcq-nnL24#bc+U-G5hkF*A(Yge%g> zA`Jb=s)8NdD^hKiq?q-SMGXX^kd+0tL5fa7kGuxbMu3=?(&jN)Z@O3*sIfgD_DFlz zH72$*J@(fI;T?j}>E3dhI+z{b2?cUr78CXCgw`aW`S)+oDRhh40dTsMbfi;IQgye! z=H-#UWSa#;+BkPd<>`Q)d;pL@f4%&6@lEzL$kPOgTU_N{-Gq;)YiKRjGW@k%bn#9^ zajf_tQ53ynQeqP5yC!EJ8^6$jWT~4BgWbS~HCu;3ipYJ?WW=gD#`tm%e}VK!V-L>0 zt;*{60H?F$NVP4WE769%btBtci{| z)!!XQ8{K*U^l6y@@o_T>{R@cQk^S@}SJ_`PN_gJW^8ZLT`c2mV zC#+Zt@vn*n)cYdzi=JP(S_J;Bqk-OmD~?^Yz&*f(1Y27KuE{iSz(11z3358q1wv<3 zU$DvLrRhfOz#!n$()90d8hbmfsOm}rUcdoaK*x_*$S;K>{}DSQ^@+^@Hl7`8O+L@{ zgt9pRhCvl5^jEGt)i!UH zWtRc8LqzJX@ZYR$ukjUUmdyMWUu`SGaSPPY%G@pVus?fk%Vk{$z2XTUnbV&aovA|a z9)k^3PvB~Op5^~Dv&kJv)OoGJ0!tnsJsn%%5NdMN)XRziU~&pcMxFAN}lL|0prq`*Tx#Z0cIyUkIfkD7d<`Q^< z&c_^(+XMsD=9@a=;U18v|Dn4+yZyV~Ij$TgI6U3IWJ&WB+Ix@3#2o+$q^YC+SdX+d z3W-&^fXpLWg*2!99NGZ@ey$?5$ERjMOiV*mw*YQ2q-8KGdy=YLi*1nK0Pf2!h5d&y zL21v=ET<_XGJ5+c3v1b9kVZHcxSIZ${CnAqbYe(RX3=}3kw+3!A9jeeNE~>Xv0%%z zkMV!y?1|a|3{-wue((jSt%4EGk{>{L%KiSo)$?oqsWQx;R{7uZ&0)=reR zBn2!w8+|xs$1YBfzmQw6b;G2XO!i25habKx0n6Dn%GDmb1A8`FQG z-bMyt9&qHSVx<0has}dKHqZd&uFe`v-=ORq%Rn46_CuccluAq2DG{VNNzBp6t>^S; zdEXx(#HWXAoad=s+rh|z9=WMU5^>2`Q)zv zPvdA8AoD~Lu$T_R%xmU3%+S7)1&#nt@f@=6HPZ{(y3CjkRL0 z-nIMiOLt$@Uj6Q|Uua%L8;lEz{fAI$X*R{(0|47X6 zf9_)ZpLaSjK5z;=iJBl=hKL=H2&~#4t^zt<#V$X{7wMziTdiptgP!gzE7lEq*oy5n z!=|>%^J)KA%|lG1!M@g+=?-sMW6x`|gktM^uT`98VBoER& zlz%#w*TA9Y0I15E9wKi&WH$Exh$mbESQb%rzRwT-nmBzC4qidxexr|P*LLzif5^$N zMB_7kf^5TY%?BY?G9Qus#}`1}|5IObeGzPJaf&CpD;GO%k2 zo8$O#+b1BmcW|ehcn)9Pp4IakNo=*P|1&@#eQ4$^nD-@4CImMNBF;S2Mbm-VE(bcP z_Y(AkQ-F(px3KZ>o!VPl0LFTMB2+2?=D`YI1)iml+iP$p@2xlH+84zg`2bet#RXV6 zCxhl>-wrTjl>@l}$08WETbgbMk;bzd;CKDW|DTrP$K{U%9u07&%v}?RHJ^AG0l5YY z)XVpSp^ElW7abSvVB&JJqw)ggz7nt-y_VuI#WWj|Gb>;V{u=ZHR8dIo9z{l+6>%Eb zrTG6*G6AoCy$`bEpH8H!w(T4=5Zrxz5+=gH?slq$4~Wl~ox6=+1H`eX+K?TJB!q2H z>h{mLua9)KHNzaTW19h!-jgz)2jO~w`aDRtF6CK1=q~w3!I0&EG@cS`h*(0*t)2QX z*KQQr65Ab1Fi`L^8yus<`#@oVAx*Oi3H_p*i02ONK+jPMC@?8}QaH-ZsPOVgt{=$K z<1|E({ds}=nbF8PodoPwIB32KdI7Vub3AxX?}uv>D5 zXk3j$jD`hpx#z4KV3=?H2wYg7HkUxv>`4awa=YJk@UQ-R4#^T{%1$*6ilC9IZj9Kb zJTOK&e?d`P7?hsRWF_tk1nLGA&}+T)O^<~kYi_~;|6DLo*7)=019?(Ylg-3$;DgF_ znblIFfv+rEf2H{`8nhj?1BTJeo%q!+w7@GH*J5Bqw%|(mkBq|12Wc8DN9uqQZa_J2 z@YTy_eUGei;uQeq2W9qAZO<8E3$WT6KqK(f)sEW62ig#{k?ZGZQ1)#Ppyv%bUTSh|Zi9hnJsv_5jWV_T_>1wL5rTx_B>(n`Wg(*#SQdJY3X>l!d~mn{ zL3OmV-}WP(!*)UQ1(?2F{!s2kO6xC=QfKXdKu&oJr~gAQA+GV}K2omo9hrbaSXqi@ zdTvkaLTrqkYfJ!}+z7KDj2w%f@O`>+0p7O^RCV#dSuqkB7^ZCGZ;wS}FU3S7Gpi6p zScrs#gkHWD!z=!rv8_w6!l;TT#@K{$4&3OxefspxNI;<(n2Be`1j|@}XgayuZ1Ur{ zJ}1|_^RNIhVcVn63k#$bKL@IXLKXhCjvjlShOvs)^~&`4o!#%vS0lw zt@gs+XN7&PAOu`{cMC*$ZLWGpO^ecAg$M?^jr8xt$1~4G8RzocZH#e$=nbwQWjX?w zXhtMHC6b_nod@ps>wTn0964}p0a094uDSzgVMqJvh4d)mEfN}O0f{j`87hX9f;0+f zxh3ytEu-mPI~#_X+9v0LJdDUR+j{{H{`j&w-PRbvjUawDOn4wo&N5kdjJ&+nti7r$ ziqwd8{1w}R)z=d`jrIbRjV^)B)`7Hpkm5w7-~9tBeofC&NCjG&W&H4WvVoQzxzu>Y z!{6~JH8Cj6n5r9G1Mm;(&k~;;4LQ`d%xv$~0@f^`u9YcDKDADsB(TWcCIgofBr^Lw zwYr#OaP%1b(|-W{SY7TOdJ2$Jv4Bp5tuqPJVBL{2mtmJ`TA<%z^%N56(ELwBcNYhY zJ_bg>wAy4!l*V5lKcLzJ(yjmyrBQN@5V5{Hv-pUqg?a*lX6YG#o&rWikP3|cZJ@xQ zW=&z}Ycl&zZl6oW%>TWW#bk%jl4Q~vXIn?YqSLtNOmGG2N_2GgrdES0n^0gu)>&+v zPvAary`Eh`K<~v(fIhI;|0;UN0dxZi>2YH2J5I5e+k73d${HQK^?UV%a?!Y~t zu=^RaToZJbe~bP^P{vr_ta} z9eNj5Ga*c9koyW$w3^(l%qIXx@rN!=*En3VU*v42V}dv4nqgRhvJ!nLGP*E3++C3E zaRrIo@LB8^Uz@8uqyPm+2^LV~UA8z!b{5CQHtVz2Mkca^C~hPj-eVhRp(i;Hh*@pXg*i!VBB>~`LVPyz_Go0wu31lz#J>XC8Py;?X07-HFv`YVXpPdi>? zbOE6dj|4#9LI@y~{oq_>bNmFe%xGGr_G0;3KXijof$w@vYv=~!C72W{G;Qd@YZ?fyK{X- z&3X$u3Ir;F?jf)hi7*rflk0r-GLO9Ai>)P%2nr_uMe5I1;}}AVM(sy84@3^e?`W01 zxvG9!^Xc)TE{}=-gYJ)2Vb=6Mz1xBf=R^u2ppZ7LyyfM7rGbWiO{PP{xP;-$F(Izn z9M!9sp-k1(4($-*%hz1$QU14aT1<{ZNO--n1!Mxl~`|I)!F)? zh!&N!9~#H|aT1sT;}^e=IQlu`%rT1wm+4}$55$|k4QIf%Sl^Ou+)rKw1Plucfp7$%uEP`<@;K)DP+D75cvDw>-Mh;$T(9 zwNgbR>@__{bf31c>Po>@lyE!c*r@g(Jm~@SHm)s}O$(C4wA9)Ji;Cnt7kG{+3n<2qZT$2bD=SlYvmf zK_2HRIcFLabvlfkvJO1HSlsy$wceZlFDK0!`aC9jH6$Nfvn{^|1SG*iWmES`-f2Lq z^%PdcRGC(=33(|k}&B<%E*Kesz2CbU6`Iz9E#V)Y0jw@j@?_i z#-R7nl~Ulq{u1kW?{vAeTK0GL3Y#qaJEP|dpI1IOc6 zTu=Tvkh0Xk+inFryr-FLoq_1#fnGo|zbC7K02kxsr;tFlM~GYnw=b_7rJD#P4BOK` z8#qTy=PAO@bJ&YoB?sXzzY>zdtGSz<@H?91jf$^)eZC4cvqX1Mp{lkE4RB*HB3hqR zb4$}?0B8*xM!;AT$%4Xu*H|dU^`QyZNaOFw_gdZZKMZ2PX1`76njtjg-)jSaOKTU8 z>4Y1BfIhl$?xJ%7vFw*=0j7AQkCmAW>fJ2X^jZUR_RI5rbpnFA*JVGO{ZjM?DyTgt zckzb`nJQvOZDW@xUsTD46EJLZHdattRiepf+#vMqgy*PI3LNh@FWXLLeX}@IESWB1 zNT9B&R8VM##<`HL3#@)97}TZ0645yQpdfof%wrf~->QIaJ*)gFLw8ezzgd zmL&XGZ;n($3BHf{085166I?+K=qSD`x5eu$NFfynB0Ed)qm54#!lL6e^Vk0yapxV+ z_5c3+5)zUT2^nw6j;!o#GPBES$foQ4_x^7%*s zo9V@4!W`c2#mFN9vfB??_WtaXN#oX$SG(*S>Bq$0v`F+n;4!%uG%S_$bZ1bxN@|oW zPeY;%&iI}(*l+2%v@^Dgj+<~!WG?X`>S2?_QMNDok+$YF+$Nu_^YRY03l;Om5~r)z zlJVA^pzpfB!};8r(=qS2CMK0fh_7Y{xG$~HA7AL9?V%_mce`Dj#llamEns`uoTbpz z*G)~4{MLwym=Z&F5XDA<7luAAJ%dk){FXeG(A~MWg0>)b-2K%TlE`6DZc$rDd64ts zWjDpTp>y*cR+}P0g5lDDY!(+MhEh8XI<|n=+<`fMiZ5q_`<3`}=G=dtbTcYv67vRz zskmC(P{UlQ3jaFGf#uC-K8)PmpP$X)@{MX#>8)oR)m`PX_Lup@W~)htvn9CkGf!OT z7Qx=qpxn+pc8W;4CC z%G$rP6f`Jfba%#8Rv@#J~Zvn_PrufN?S@h>l_Vk4|2m8pz6az|rlg*uQ) zT}xHlF6$(BBFlM=)=L+IOJ#TkyD@UuYo0#<=RXWp&?bqb)j8t-CCZyrJBt01jQ>UuVHkwu(EmvA4hk37SE zb}8DS?bllE5blAVl2l9FrCV`*}-8+{qWSqu%ef3Eg{m{n_joH)l44@cDm-ByObE4&T_QghsMrX zx}m4@5z)xUitK}q6#WyrxF7poXJ74&vj3@Q6x#Mo>D?Rlgytidls7M4O05*)u&{;4 zu$VbP^MA*tG38lt*s;Ppgh5Q7etf6P&U3^#Fzex?*p3S+QhhN3p93RLNG2@HN-K%WUU$-wec-B$S9hZxJaeZp85!*dLb6Cf*xb!wb+AHD(Ty=GA z6WJ(=ZawbS7ulBr$ZFeEWU|XNeLhy`rm$uh&qpq0<_Q{U;0&f(R#Scn#9g?VaJBrG zOMfO|IhD`Jc=ZL1AvWWRF)hcvMgo%STLadWJhukY&9azD9)%U*T^2Et4f2w&7I2_! zoaNC^PN0?!I9C0;e<*MiwoPjdQT-37Mv*}*5VE~ z*ETa{Ok>qPQ)eeE(>BFzHDY~w=hb-M$PcKFL;i)5jfVeEf$YDvFKN$<+4-S(6?59d zzB_xRg@1L*eYKd=1+)&o!4or;yiTkCIePiiBvNy(_;m1oMkeMkdxGzK8gYpI+B&qMzXufTmq{a|V-*2iH27ixAI=y2x58$kL9{QKs;C{5L?h_7Ez9;pLG#v)o< z=PE+S9ry(QIEW%VUHjh^S53g^%sB$&~QGU$avlH`bOZ3t2Ue(EpHzj&z>c;?v46QLv2#NN!4CL0F^c zv(h8GA8+nIHHBQTHK^%Lx;f4`7QdzVs5uY5hV9bMBe)P-;sAyOH2-*eHD`{gRO#Jy z0xL4@>V=o*PlD)U0bzKmNuK*I6n2NrAAphcGQ}7?eVg6Cjh*TsTjc>h%%Q9TVyh8S zeC%mwAcrTi_XM6$_dAq^cBt07)`1;|PR4DRPART|FCfz0;J6RnYFo6}Q^+k{Dh0L1 zKlHpwRXnLg1|$CMZNvTlH`c zXKH-i->ShEYs|w)Yni*-&o0**fu_XKCH-eb=}G`P#t8(jj^=fcnnAf_!k4|S5=v$q z)~hO#UunyPbz=0}W9p0f#qX$uN@hU}JyUYzykM?WR8}b_iBh0^(cu>;J(=+Miw8H% z^|=Q|ZHsmrEipX=gJyIrX=;Ce@8A5zu7p|A=5W_$8okZXm1CzAAf zzyponfD;&W@o6y@n52u#$Z=+|k?88%p5*<+?Q&a-cg{a|iRBbh``e{zNP5mp&XTr* z_W2OH;Ql2xnk#1#=nBQEiLGmmoor-t=_Al3PH?6xYHkp2UpiQvznRk6%-OrUqC9#W zljFC9L`|H;)`Cus*3fcpE3kJv2gKkwBg9kNB}K6Q>qg7HtvorQ0%!hZajepP_kzvB zrLUFSv>t9vRwe_-n)~lxfu+`}@bTZk$eGjM*mRwszplMoyB7a?k!;ot)>BfNlcmrH zpVGm%gBZ2V%h8&a>d)#lBGsF_urjkV6NRViNF#CXbhNom=u$O8(qi0|hM#P=+&Hkb z_y*kFJ5dvsyxhX|uQZaZhPT0(ZXJKiue0rz6uq~s4?cQQ-ET$g%DSbDxO;6$_s`&9 zhVEQiD*cG{Yi@IUp@(>P`~i(glzI;|*+n*_`kVR9qrS9Wnlw$VUptfg@1B+ZfpR*4 zQDABl0Ah}#Y%)?6dS+0wYR3Sv|AruWbrhHI8$#YRSi-m(2Pm@bDs8+FKZu#vc!=YJaoa*pBVO5l;@iz{{H)Zex# zpK^FK20liDgZ2R;uUX6kYqmo-vdSGKUFdEbxu^7lPn9H_J^r;w(|c!YA!4-_!AALo zkJPYS;0*rBXMBRoME;1hI9Jm`9iKl~E7hA}C;yQo7bCy_4f(`gAo;I?NSh?c3n;ig zNU!7R1n2xEERs_R`Mz16(u~_3VZ8-pgCYvn@^JhIWjOkIQ`!BE2KDh^`ahb2PDj46 z8YWsgf%)}AzT&UJ=ov;_z#s7OJ)NiMmCXjvWkAs~RRo64-`{fr5A{Dj@SY;x02Lyq zhGEg|g$MP9$m;ZRkw0wpEU1%n_Rtdf`(d`Di3<*r04unV0APhhPIiVOEEI-g4xhEI zpj~1OMT3IwEJo)ZymnCotW?Qv47yqy*UA^X4ziq?&XX0Jmh(&-*81Z(o z%`X;_vJ_WQYx6>oI0GTVDMg*GpcDUQJ8E5o9yTRp_|-r%Ru4+pd`#;)!w1w{I%nk< z9x-qjg|=&8dr3#kqz(LS3)r$h9Ke4;s2#<2pUT-JbD#F*&+@8OA5WB><*}sFb4tHgWQBAc~`nMju(qrG;KamZv33EI5 z8^T$zfI6pTv=B4t2nE4fqEDgJr|13}GUxHG=I+ZHPy>-yja_2Ch`QDpv;8t!vso5k zJAP5P`VujIRH#ybI^#vBJ3xrDaD^5*4H%fdA#w#ZMWMFP6`@vdawp`NSfTt{^q(uB z4|-d$fxgKE$gSQv!(Dk{99%665XTPlK=n{do;yDD9o=~Vn?`QJELpda&lY4owssG| zPR1UrO^1I3xBK=Wwa5uZfIYLI4bh z%v3xPPb{(+Za3K+O%H_E&;i1T{p0U%eb*)%X9q%2Ilj-EDCKbk&Lq$L3V; zHih$tEBs>jBefvH(BcHt5qFJ3_)+h7<(Mmb<~i^|nf`qMTzbxz-!0D^B`C)0@G;M` z$xFlOTZKlW>4k#4pHHmNGe=VmTdb2C!N67K1in$I;mF;q~E(Q-`xI&WPb27@r;b*Ke?x-hQ5+ zS9cTNI}2EMx_A_kdl*h4W-R+Co#o-v=LuFW3~`iXwY{6z)04t~$d3c+rh^ zqW->%ic0^8wdCplauxosv0B#{Q0dI>e>aAnO)UTz?>fcMl2k-#5D| z_$-}0ysBNjv)#?>p_j)L5SD_N*3#?supjp#lY9equib}(Coa68KL@YeEG*Jj!2q@M zSosV_;5D~RI+xk>m>xLc#L%q|2gKa;5Q0U~-U1H(s?^p+k_*-jU+zCs5%{16dL+7F zGqY>v-w=S8VfXGVvke?!w(f^Nu7^so2eoH1rljN}>o)8mX#(72In-piTE31llr7)@ z)*0@(2Vc?3?4T7b1{dOOn~6>g-1OLDLcaVKNjY*~|3P@2Y47m|#yxg8)uzL_oAKcI z;+&JP@K*nRee_}CG{hKBWtq7tkUWHQp2Oq@91OD)YzV)ho^vOKstH&j+6T79U;oPk zNq>*8+pVnr=`iOPmU*G!Z74IR2Ndy}V9`!UErHKr(yPE;=dt_iz1b^pxH~_?E%3`f z=FV;~s$b*7=MS%YjJj_S0Vv|~Cv;txNxeQpbAF^uPHV4R>MWEf@ce(=w zRD#FCBi)M z;ZLrkfSBng{<$pk@PbE;b7}uYY%_b({pNwDc@Fz}L;M3*$Q+(xNzYzE*}|NVRIqhF zB^uAEV}0ri76C_uY>uoB9BCYk%w;1MAz9o@o)0i^x6D636xZllQ$ zQ5YG_Nsme(`AhRR<_(H!UQkv%wNbKFFu{)OiJzUKM0Q+YAHO z<8b~rZ1WvU#e=yLT}pAwBY$={S2jbrDm_0(K=INM;*O#;;4`eim!D?&fr^*P>>Q~t zLv;P~h!Gs~bwajKb#DI~@m%|xJDIlRP0?nx@HT#i=xjKyOxhHt5o=kL2?j40{CKym zpH@vjp-35HQ~USVVbHHrMsjjGNG?K4PloYGbWdSL)S?dle&|YY#S}43uqA1iIb^&v zos&MIGn>@huZo2*89kfweoM1`t_jPdgOD`>8)c^LdK^%CpW`1`-G1?e`r)A04y?Um z@v~-_iLJ z{FxSH8kYx0n>EF)oZQ$%NUJ`(Z)e(aijZ8V|M5VplO#T+$v?-|DWB#GN>j)r_^s;q z6F`M8`c-UC;Bs>|WZpP0{O6rz?t(i!nYvi=@uEv)Kb&h~W#h6Y0e60u`FpBKFUzEf z%ud&tJfhd~{SlYsl;@au3Q-hjzvbQnTNOM?X5I=4q;D!-Vhm7z$MEGDe<01Vi4*$$ zwcF`)PC*KYXu^Ffj^9Mia`Y{--eM{rd&_^?FN4M;cIDa;`}>=aQodVH|5id#nxw#E z6=ARq!J|0;x%rA!&2ygFSQNKDknrQ&r%Dj?%Sxm93?K&+ z63z(Uh>-0g4YoI4PzC4z%-vT)Kul#Iy!1Z5?De3EnoS@f;~Y$F-pFEC;;3`5DH;s# zCDWH!H4Q;z`!m$?Uj{z-l-3heWKMrg1lVf8Pg$q3o>(^=(2HW4X%yuv;V!kq|N1580IXSUKnEEgW_j+sDgz2H5|rQ zu`W(%g%#QqJx4I40hIZBH0~E3GYq-RTSi73@)K*H>Ha76GPhH#SnEH0}U ze7f_m_y_7SiNqy(WE&Rn&mCpqecrH;vU6cd-~W^%;EZ~klW9is<}dw?H*nD#=Q=vH z*#~)@!wdKq1f?cb)csU&^FY8=ER44oHqqy*5CFuIdc}@K#3YM@x}NsE zmq=8-eR#=|-jhqw3pQ(dH0MMP!AAJesQU>$_r36}kjN9zL2;>vQkHrFJL_3q7u4Hf zS>Kt}96NRU;R^PC9a`B~??5LU9}`o#6N+t61aHM{pEjeBC(WpX6`*UL@R zIA05;b`NCDBp{N!46xZuM8+L%YwU;b1!dPE5xERnbOsy}uPgw5Gz)O3ny!JJEDG7^ z0Yy>07IXLv9tDz?e&z_On>w^zLEl;#N5@P(NVe$((lhRW$R~My3sof?_|trp4_P)r zz7%TPQ@ayy8AUccO3Bh3%}@oXLl12KiMW7R^MS^ci8lTXOXD$kaLZuIMOwq|6c>u? zP($naLUci3^nKvku0w=NT*~T6iL!KgI(I%B5O6JEu!I`GBu?A!uk1%&NP4t_w(!Gz zlf&4Y+~b50UnDsU%VaM;dtStdh1w((18upc(;#p1y*;ftSu+R(=?W&Y;y2W-hx0jP z8-(KkjqZhG&5JNd%UXju5q$-7Z$TD(u_V;a*E>0nrc^k>VO_w$WEfu*)XGD3wZW{7 zHB%XtBsCxru6m79pql3}K4?kT6wTYvd-UsVX?`}522C#N6hp`Op?9kM{aOeVwXRgH zIrg*paGnIr9mA0D7(_;5@`<%z-yV(x4EKeWU(H z9?(<~_64vXYfC1AsRb4wq!%XaF`^^9E0kWVPJnPJ!ouxqS?Fl!7=lE8D3=^ZUq5rC zK+?7_RJ*;{WXchUo8_>^mkA#r6h$@eg7v{P9JG~@ZnPf{iejO2g;`T_0>Fnuw{Hyw zWTIRUPEcskT#b*pl5ut*f@eS@4{vY~{CmN}k`0diolZGPXBajRp@_Qf2>8OZ-`a*I1Y7M;akFAZtkf|I2W&Bc>vjNdniac3Zkb8#GHmPVNDRn_1)`d0SgKy3 zavP3iiT)7_br8fs^I2Qx2GdDM(Q(Jqb-fM5?5E}hG?~GP$^YYqb^L@9S3RF+sbepQrz8yTFY4APyV`8M;twE-%H=`ILa=yOz+}^|?NQ|^`h7dQ$cFO-( z9-m{Ruj#RP$vL3!KB)(yk_{aV3+j8EevNPpzXT?$c8|XMERt5LOMmSLB+9Axqq!zv zS{MyIJc$=1Xaqw!R?OD51aaFWTB<3p`mDnK+#adk-DFBk0g|pX-5r%l+s`-5+6l(m z_I`eQFGy;Gqkd#BxX7F-Kp`c5w6xIp8;CHU8syzPV8nx^+0G>BQz}rY-==+$TdLJ& z0?=}Yv&Im+bT^W6s~^DYd|thEF+P~{AYOuh#@-$ulR2DvwL zLVc;PI(fl6{rOWlL_wWQjd+D&a-RC+N6$&pNR|SzwBg&H6_$$4@rsLHbIt~#l3|AZ zmqcKVaEM3|dw*8~{IlGqFyeEds;o%GxSo#i>0#h|S3qx|eP{L>WcV+|dh^=cO~&8m z!nHX@=Iww+@N{eh5?ON>Z#P`K$s9UY*ex_+jf{-QQDhnt1jA}kE#3QVGyy~`QMG8c zq`5{%bnI9~(O$jcjg6$%b2*LAm}>%VyN^rUm6J1!3BdHFHU$}vCL^8`oSs~x&&41K9KXIn^ibjt)~yrVn1W38 z?ewNp{8Ne7h`qD%11h+)s>YG7vlD1fE<|$su7VJ8C{3`=1Zt$pX8NhcA1WJ%Svk3X z=H?^21?!!nmvH-CD$H7Rc-PLRXzvte^gCXb`7Qe!FMX~r-HF_qse5QF79ZsydvCNp zw)&1^qdm0!GqFlRa}wpQeKOY6Zn0esWZ}g*N1_h>tELVzC;C;~fRSTQ_v-zu=|kwL zQ$;lr#eTddzcFr&Qu1*}1#<$%K!yFq^GmphMM|(TmWi~sa;Or zvrVnXh(Gvyce$M)F-pSGlnLRk!rIi6@4m$0%+3GGmloXKEu)o(GJYp}s7~A;bBtU{ z|8@GCCBBksT#FM{g)%?ch^S+9;j!oQCwN9Uw%QSYme`ExJ7F4{qg+@MZqL{#x>#77 z`bmWhSwuI!IAW`lPM`@$Z9-ZyzJ896L#8iACgGXhjn2%P1I0OM#DuYox3?gJz%WzH zmR9DCE7e9JzY1qVevrcDY2}+7HZ`1UH>cDL>{=E3y4{sup=d#upi#^P6IH>Y6A81k zn*=F&ZL&!Ps@ZenE4{k{8+nYj&E-}V8L`1Sw+>|ThOS!Np!qpRDDxmK>iBIj0F9f%jPa&Y!KXy1U(%b8FW2 zlJD|%C+@RUt9nkOy!lLNjO;fr2&e1fdujQbu?#8Ykg4hEw4JA$iKp95nWD1xEQ>uf zn&He@ezDx9ega)w8NSDx+JsTfr`sbg>vp(sF&;LR5Kzb|@o7GF9#8px_K1u~aMOyr zlMZh1zzIw=JzI1C5h;%O2)3GAZE91i2FjkNedoqfE_oc6G@y7$GL}+DrPEJ#C+g&H z+>FIBq3Fuv-K?H>&nQm9v|gekg07NY+AUh z8}?r7r%D;Ng9UCT;1p}h$W54FuFvHP)<*L}XbFETskOJkGP19T=s5ClzyzQm=VqkMW z<+}@)$qHZ#bbLa=R>^FTj;VSqNY-esR%Jhv=Cqc!77C4fLfAgHd@lE&E^wXUj(t+_ z>aFlIRk8wn1q}g40}2jeDvTw5Mx<>%W+mD8xwK%#zk0*ZDzJc5VSl|++U)5M`XH^hJ1*$q&&jWkA~xJ8?YGwC{X3;B8XO>iAs z$cH)X*i1q~Dfn((!Im2&RlTled`re4-QlG-{}|PS5we1xVa3B{5AJ@>tX($q%N@G2 zVPF~RCB=xRZE<-`PFJB}hVNSrNl=@45iZwBou6q|AF3`s#?70EV+fY>pveBMtN|#h0ljWhi9^rFMxOOSOmoy8Flv--ddDl$8 z9lx!Rs=(WAeQWMSBGc_`&aBmK$@H@f2FD49b1XD{<;i>Z+w>G=OSMZ8xc=-Bh+3llMx`1haMP*C6(8eB^LU#^w~69=Y4N8Q zdyk0|W4iie*7Y!kNA1gBY$B<$7Buqn3V0e;REe2i&07>5;aO z7$XJEh>iscU{EJbiOfaV*qoBNwR+(MtNI1j<2Xrg@Lq%!U(XK;$Q9#tlWHMPVaD~8 zs^_?8<=0C3UT){aH{n|mPi(vj$F&=!_-C)QT;KE3;Qsw$e|njpH)=bcMX6q5-Ltv; z=fW^sk!(*=KvoZty4d)0V@^W_>_Dje?ql2-@%57ql(YhR?0KkE-Z&pmi@EVrzaiHP zuYR@1Qr_*U1T%!G3mXUus8un&oQoDc>Ya-*u7^6(B2^d+J~%mqLT_ z1-<#<*muM8^x!PVkh1Ff<^n zosOTyJ!$wV=JAL^70+4$1Gfy#$7>aDQDQ>7&7%|rNY_~4riaiWf1Oh8Ztvwx$H!d}I#<*W*Qiz6C$ z+N9q2993wGaEtqKfi{iw1r^8OnI55zJEfy^HJCOzJ^!V9c2^}W{bdt36#16DzUrFx z&t%1W4D=O-OtY}i-FfctiS~D8T}-}a*w3ihwM8mBCYBR4&Si65c=qPuG&h`%*c87^ zhI}}^OnMcs1eSoO!9LW-<_eci%wcOAHwu#_h6h|4q*3K(Fa55FX=JJ6=CqtMqm4(X8Qn63=F72Ejv9{XV z2n$}n=#tz;`ddtFzUK3#$u@-hZPyAm5ZHA*q~yp`W4#rwj}7%yIUO$0 zRM?aRsP1s`5>fO9nA+hAv8FfJPvqRG&|W?-;mfA~{zL!!a+BZ+nJ2eyF~<&`_Z1w( zvl#@+ft|}{$W8DRhQ6&l;H#yUZV;ARu91vQEpMBW;&XA8UCKJ4D%12JF`Y&1izD5w za?dTyXUQwra+|X;K2ztZb!moc1cntY*!QRxI$tnvw-Hf~gvP}8PV{Z-dda#|ip;aJ z9;YeWNNl-lT^SM3#nxfu9UAc@`(UkX)ChYyWN+JZPe=Qmf;SgcmWOGh(YBA3$vIVC zygT#$gHr`xkDP+KC;8dHI|bB{*512;%g&;;B^eU-`1k?-mVVV#bu|VTJMgGRpQLK; z7xl4XBB@>0NB$pM@B+=!irbn=byojtwdE52(6(SsvP-O0 zpZA2?+LZO5S9F_idM`e<^AkHi7EP!BaZ$%pggRTSq*R+a+lDmFT9leTpqVubUt>X| z(R)GrHBqy+UuCUaiHMZlooIsEHVVooZ6Pcn;lnj0x}R~3t0lZy&8IpNKc2mJ{+{Gl z{EG_Y5ytm#S9qyN-U@j~|Mk=4#_14;w#15+L0ywu8x@~gO1R>2r{{Z1XV|D@&Q~#Lu%SNEz){|L2tq7vt@WJ z;h`)yql%)oKI~FlzTRs5E&469$uEWf`J?`?r`Hk}aC*Ie?fSXuz2We;#@^eaDW_@I zf1J2P>o8poB0~D?Gx*Y0pZo8KOu4#tqS&K8JF#iH`3l z#KPLQ;Ba5NvG~W_U6ckI6{R!OK>u&4`TQ&#AVpl13eK9oU_cPnmdlTg=VG9jt~iv4 zv5z@yCscO+1dTB%$&>bvxjH&y-@FcDV`sB9YD+~CR14OfQ=q@Az)ViPSQu^C16rtt z$Vf2Cgh7Nzb>5#3Tq9zrSVfu-({JsDfnhu}e9`<_@s`}I3HXsog$`@jMt}&GHRH3V zq4@JmtVhu13ZAh?TcH^6ZbFq#Ku2_{TbiVY{Qa4X#|*3XAzW$}Buq7g{=}kS45WY4 zWxAro0$BwRxNcIpuXXn#^&d4)@0PLMSpdu9W8{1I90E!3iGDeBFdv;ip$i6}dzknk zvbYWHoLrqrn}Bvqw@!lp_VVpAA|^q6tU&ndJ9H zOlc?#8i|Elt^}!oR)&oEY@;?|2)I%dzXDd(Ujb&0Bg)8y_7g3yYa zD)bogp{xw#DyS8b`O45n&aL7N!L1e}kUwDd$^W!jDcTKc^+j|sw|4rz@1eoP`?ToL zN6|07iqIcTDhgyX9-2*?7!6r}_s`H4e%RYz2Es#M!3>jJ;KYjCKVEX} zPBMXR3d-eIL&X&pz#*r$d~u)zt3ne^<5|O0>fL$f_%s04O3{+0W{;k++Q9&VLdMP z&tKvamPMg&N-bK8)9}s4besDfMVf>FwMhfR1G0pKFtI81;%Y>BII1|9J~Ogfzam!m z-h=gkst#z4zM-I}tP{?MyBYnNezO9q?m7dK0T@=tgx(H><+KM^#s1@0lFuB2vi1pu zCSvW%dFxx|!4-^?16{r@Ih)Nusl$Tz8=Jg#;!FTz*b9f7xdA$_!9Nlr{|f74E}+0h z?nK2(f{N_iVmFD&VV32|F93Q$Y=Zm;J0?ox@B#tr({DDcBH@uIsvX?i_E|e(N6|}< z)+wI0ETd3p90rmtWC3gnsQYCqWX*c0t8K17 z^4!X4$$Xy`RH1l={^EQj{;f)^@tDSah+`?C_k`v1aDoPkZQ2!2sfxvt^b6i-v*7Ih zhJroDrRO99_eozT2FWJZ7Fu!8JS&|)&=&onJ?!iD$EJ3C0D))ZSI@J^YRR6T%D7n6 zh*eLg$yVbEi-*ZK#YvKA%(Ip>94(#IGner0l!{Vl*LaT}!!r&p|Dx2_kMG{QTG6-S z0x3JE`rQI0Nt8gG*?2IDQY;YHFwDG5LZVJk^hIq_htCnYB;&Qqu>PBR&+%vD_!ZR~ z*o14-l73x1@i4fm?ZM`#OtO+kE@$OW*IPIBs|zumQ>%L&lDKEj%iHXEY*qdROQTiW z|AT;r!MKz^KJNc{!u`L^|9^`#u^QOy9)N9}hV<6^ljDUCTN{yuO~-eQmhI2pPfSSZ znq~_kwQethijoS}&Fr|sBSyhE`wzu;R5F~b0GzO^!m!7!em8A^XK#4OLq1Kr&l$A# zh3}Dte~r?EbompytXL?lkK!eB;=?-&Ka=E#o8+i%qI6(v!y0T~|9VHT_ny%*8Gs!z z?}!`(7+=gI1}0*8sb^y0>uole=6=;;*dkK}v3LInqpmBn>dotiOcbzAv51_6^;1hE zuIItHdrSdDLLg2j6InuNin0YVo#@=x)E9y(NK6hHE948Q0{;Iu+r=l@vnSPW9+8?9 zhK}83kmrFw4A==Xk)@#mRzW#_=Lm7mqUD~LTsXm!e6g&!{r?ucA4g6(d{(PMz zSo-6~YXEnGT)?1altgrx^MU#@#5Yl^M}7(Ft4CAP)1fN|V+dD%7KY8V6@IiRXKVte zH16OXN@_%DDRpoDd9MfXy|vFfL2S!UX#>(yvZH6jjl(uUA4tUi+}ZuBFuWZUZtFwh37&FIk!LG+*s8M; z)2YgkMT_X18UzG5Y2f9!6z@Mby+&-uMMH@+SshDg`f^(2f@G zx%%;(NBt-TWV%$5n&n}U*Fvc{+~75EpVLuggbdqRVBoHz!8H_(vQ>(7hgLAsWy1i% zeRT0J649{6@@*Ta_QQairAo!330Tb(kRMG2*5|6u4ZzlHDDv%frpm>E-JOM!QVnjU z8AZV|u`fi`if5Q#!E7A+ZFi7p_c_hanscG=FItPc$cMp%AYNs+-g|Ze<{ij7n?i%r!z?8F};6 zpXzb@ikNCuP>t*LMkpBj+}?Xt6ba5FB)|LmDW)R4U|U0IUn+rq^!a38B1L4c%IN>O zF}U>bFPkfLXuE6L*mBp3>2p(w3sIbW4X{-9ZQk|zBHIrK{}PqsGm$X%vk+O!D4fgE zZ1`RC#gRM6?-asf-=6cvNlaXahw^j5AEpow_q3Q!)dnZ_9OC~`=~lPXh%yM>nEqUE zN=oQ~C*WwAoAD|5`#TQ)8`rh}FR;fIf&qBj1Q2#>0YYF{s((0w8_q!$H4BBi)o)iA zz(oVYlBzw>G!jUo>Yf(_m%0Z~*DuTE5Iz-^z+(-t#<2}Su*lP2qDpMW1^&dfpq``Ne`Gsk>Sun#e>?M%5@J;^-ex5|Hv<6 z7>&9D22$T*5U{skJum@PsWRdRP++S)UwLXgBtO7s_mJ}h*doaiBGIOk&+S8V(vZ&a zy%-deC7<^6Bpeptjh!OzK$rv7-3ZB^aVQP>fFe!z-2G0s^#YRpdQrooDHLyCs&*cu zQC5Xv50+4uT0KnLIc)nw?DIm<4|I+^JU^ghx>(?*dO^;Q>YO(~r#-}0^upGZ(7AUO zFCR*04n((h+p&uRlw$#A_+jweA#jfZbn8-zXq}2+?axFAo(k~SvtY01*Y^A<`TD^-yWzyZ=z&m>yA2SSSyQNCjte8fz!{ENc{b|LL64X%>t z=IyZ5?IF~i0Sm8DZHf@uy^Op?;9!u67}F8#+`cQYln;}$im)M2C>BKy^1mi{j~4y~ zd-o4V>=7G?tbR{jlM>hoOyjiZF@EE9`6ogfTm(jZDDV`{SNhzWo8} zX)u@Ayy04V5qQY#>1Op2RQn}n z11_AnweRaRn@$KDKHMr{o$)|XUZpnXgu*KgsY!R+pw^`$^~=o!C_wPjjD0a>lo|nSJ3$f-Yj!>Zh_8kfQ2agRD3PZoONj`i5Xv;osj@noj575{8WBgQa zSs9xHPNWnuIzG3phv$1`(*P+UA&;GN6Dh9W^4_I_1h49{cT`q~IF5+v_Bcd5$A*rg z!f8i}mr`OvvY`r|7YDHb1*_u~Pe~-N88OG(N(mH&lVQ4bgD{} zf0?^fG2<3L4<#R_@&jX-ASRp~O(=Xb^eWNI&K`0b72vh9rkhe#(EjMx{^Ksy>Iwb5 z)cgLqu9Ko@xrBrq*pVMPe?>nPdkl4(~c3A)R3nM5gnGBU?@AeO5H|1@u9D2aVJp=?wbI8 zec~Dnf1R&~q{$qm_BXvcnR8!Z75OkN?9((4FZ5L;6VcID%b9dt9;C|iIgrj2gqq_} zoIweik4YZjD%5_xq4QDAW%V6A`1>?Cvn*5YxVv&YZ%-=Ff{^n?oH8+t@^c4q!SKaP zjjbdp%ZBb}vIW!g)=46};Lv*c;3SM=Ai;+_BE9gF4whv79+U}=(v!xF>b%3$nYv_p zDRmE+L)O`g7)`HJ+8i^}m7H`z2aaw+lOuQfn}r(!SLbS}9|;xd8aipe#+B(prR@e( zMj2sILsV05uRh~B)~s?PF1rc}uvH=RUTm!6jmkO?$P40`cEnN6YdNpyBq}Cs)T>Dj zZW$A{3_sAfiCSO|!Mo^m+!*^6{otz(Hw=yLMlh!pflXJ_bMq&A7=zH0DOvBHxPEK9 z7_>X5j}!J52%H328_>%hMX@K)0E-Yp$(YA zZIxO1V{sRm3|rdh4D)>D9-bc7)cCo@h{nzJ8OmWt73CymXcPTlK&y0?b)WNNU*pyqjK1U%UCB zefgXrd%1*BsoQ4o!-atr`Z~n%a=dGM@S`jN`XGcXKbaHv`@;=NQ9|8f7n9})12*#N zg1Xi`)zvfy{ZU_qyhT4#XFbVwGep|O$a>G*m2_bx*z{jvYE5H~^7u|gRIo-H=l+0v z@?xpO1u#-R;m(;{X%8#qyS83 zviFb)lKB=V*%-hQ_(S)ctW9P-my_n(7w1U}RCD*#Med4R0922rdLhuZMsznhwKNrC z9JMHvp|c^7w?f7>TB{Ml%5&O=IE@(xqfzLdXG4YQqncyZSj<(a&C!Pa&vSi@&c-;l zYb3oh*2}jH7VL<(GS-sUu*StkGG}Z?XO3@#Vnn8;tE5q?9NsZ8t|6h&7fn1)vxyxa ztjL>wc_d|G;B=Q@a4DFhL}7ysb;F3uNYvY!d=ZC(nrJ(-VhzxgQ}cu`Ff@yuAAjvp z@@snFGMsBm=10-Rs7E_f>_yPT&~+A5ea5j@-t}M97Be16Gz9)8Z6^(7e>~X8>8VNd ziuKH6jk_=9XDg%32fd_j5RnA=35 za_S5|iN3GmbA zMrnZbg6wGtF%qd|u`*fO*PEWY@iaNC{FoDFyvvNtcuvd3T)IEN z%Q;)L{$hBRm_e>#Om>2|H%oL0uQ>~^O@B8@fU=FGNQ7b+-eb*%p6Rx=hw@i^6-=*0 zjYD_M4Uv&8bLor$#nV-(4NrR0I0%1ktB*_MS!VX|=eU&lFJ3e#KllAH-hvs7W;mtOJCXnkWF_s7F*(BQ`p7|@9^ zke?k7?zXI8>$5B$g{1rxINs$LRZ%J6$&g5pGvQ;6 z;WtT_Z7ciqHC~O6TDrHq3`y}a`e!93J}=SZg1uMW65gssB0zX_NyC`$WGcg@r+!-~ z9NIr6?BmDt_DppH%-Wl3lxMpc-i=JKjz@R%gytSSg%F!YGE2XNS!}GZuiiXQ8_b8j ze_?h5u8of@6Ft!gkIMM#;M; zmK}{*wzSF_*_l#2fcco85-*bQ6!j=Sx`GLj{wfk{xn9Y`+pcx<6waRJ_=fwGDnE5s zfSOPd#^3LXU7^QhB~|>KnCqrG2t-c0iBto+fpw(67OiEjpLIUw^+?fKDvo5UJ83A` zwXe|Qr(PKS`y56R%)(RN?9o~IVVC+MHpd6wa!%StC=yG$Sb5S+_iUua605AMir2Qh znzDY5=SeOQK+lbXt>{*M+p`rnGmM6lk#X!H?++WlqR42F1fN%Ljb z%qa2o(c9Ppmk@-}2)11x0r{-t3mvw1*j!yJx6Cpnp6?@zc-gNtNlo`9q-eNl{7RSf z+Q#@2>`yaXJUQmYfTg-d=FsNL!tf*NDCK!|;)G=3{ucU6%5%zk65d(N_*Ak3lNEsz zi%_|PAgV)5*43Y_srfl0UADekp$dfdmDjZ$H;DPysP`_8`+ub$E>|MbWj(bZd77PxsIJ$3}$jTnFgj=eWD7u=U@~t;M!M@7ws(_mBy)_ZAcj+%rOvN$KHKjguF4#1l*;=5OnkNjAvukQAFP$t(qG+{y8{rT$okWT$E0 zoc&xN@$8ipKWkGv55ilaGmFjI;*6Qs8u};%U9HpOCwTln1>RGtYLmRj7stT#hQm-F zV4@xl=4z2Qv~f&b8POtc86440{mvBIvQ_w}A0}0B9_e~++kbyhLm>Dho6wKZ1R#sr zjY_6u=E1Ou+)-qVs;_b2r0y(mqA+CB_G%<~m2;+meqZKe9?N;rfaGl~2nCb1o@D+Y zokMl5Il_#gJB~RFrlRP$>-t+s$}>p?FrJG}W>kbZ5Y&dNb_0&?xTbjSRUKCgD_d48O)QT0UlHebLs<_C|nMo;4TiV%1B$L7THrA1+2|v zA;-)DZ##1xi#AW0N%kZdKE@m}!)9wu=pmj-r9$@h$1K~Ef`CUV7=!9)NyEK>3Z>$& z54Aoj#F2ad+7S}!AE0`bG|S7xqu=#BkZAV&Tq>>8T&W=Cu+cb2D|G~ANI6Lo+zYV{XgmGpaLzIX6NWx?d;4@WmoBCWqH!$z+@vRVqR$sm zHIaUo(u8v|*YThYF*&i%ccoiMMOMG>?JvMSNT1 zbLG<#@05G5t7(=n`6}=* z=(m<^N<~)K)V&zdIXT;m^|KZX=SDA_-2MTT`Lm_Mq`p%eqlQ%iQep~2B!N0y+o`VE z_ti|tKC!S|X?o_GW-(hCYHtu|h-v>M(?u|=_fET%@ZC0>JEOt+S>D_gz0hbZ%C}>B z2NKEJ=e|E3d;9KGYgu)HLIa-ecVe5{6n)CF?uO)_1gUw4ERuT3XEd72IVn$XJ@ZSR zVU^Zw@F}YguyUfmHRxiuM{4Jk5K!n{oA+qb&@t;Zd4X_h2S=L*`4#$!6U~dnc1|bN zZWxv9lsy?|=fMQ!*U5}3E^0CMrSA%;%1FBWCc=#;Wxd2X?^brku0Kr1Aa^|aMGx+_ zSxfXXW;kbRD4P3Puq)}W{v|`d+?q>P$yYvHxll!weu_`}rT%1QUHXyJYx=A_ZNo=e zvz-dWD|PGVPhpO3%j-&5k}_8qC2uFB^u=>c$(rw|XcG#{R5{WUX)z8;-N~uxIkO@f zh}B!Uo{}s=plgzCqezh3{Nem04tW6mdXw{3E!)oo-Ft0?-Cx@&?7ozB&lO-5@Ouc2 z=M~iOwq5Hh9c=gc)mmjqp;E0oOZ_e9e!!SzfTHPC=uVk$1^XHUn@@$#r@EDpUk6msgv&Goq3ToQn*9+TxfwliJ zHkYq#e-$e9Occ0HWB&9}$JWbO)`YYW*NCG56XZ+gX&5aFevhMOS8`^_?_9M9XHYaw@- z=n>uHs3&u=SJ(~CI%#sJG#Q%Y)Y2|!@2teF-(b1vE=Yq&T9<6@Pso+QQT%*Zt$jvqY_kjBn*W@m9{#LCO~68OlR^MEA;x-0-*0 zAODE;nKb*t9ihl~x4%n?K~fHpCFAs~E)H$4(yZ6P5uB9zvTvxT-Z(Q4lNG%EL9t^= z$isW#h`OO~<2{99R^zhMqOL(3EKB~K+?roLFCIJgRFwplRn0(Wa(aci?%(;Q6jSPh z8J&dK>5SL*u`%~!N!W1O9tO0KVsHvcXxOy*6plM|NKxOmSFh>G$`_CN$lRv+w8n6L zHCL@eBhX&zOK%EhbF#cvP7mu#Z~#vhX)z(Iv;qxvQC%gaNT}B@MscP0jFd7#?lBn3 zM;G7dV~SudEQa$QSr1)=`B#c6l7fEor&$gpF*xJ>UzMunwC19UCs>GQLY|K&TdRD_ zO?5SpCf=Xo^87G0$TCoztnxx!M|&GahByo3ja;&s zGAn)g9vbAO+ok)K#O!LFx7U6aC7+9_VVn!Zepf8WE=%)~q3`i}H0CtkZH!cc;yG^K zZ~Qj$LY7L~3Z-@39TNJ?%_rx6zSv;2%nK(i{TVvmx=a>}d)r2Gi0w+G^`27Psz^D> zUa+|j3omtJNA#1Ewjp?K9T*1P@J`Zv3{4GnhQCmITf1_=iU57-*?!Jb(V4$|PWBV6 z-)@$(mDH28<4NPJe&<%MQuQR>YQe~>(ae^3(9WiCE@1t1nel?kfu?Dj=C!N(&_ z3xd|!eNLF3n`8VR)V+07m0#TLtCWCy0vX;6pS+`@7ehpSoWZo)pI(bpNp9dlWSBd)cB3)cj)+ugh@rLX?U=u$b3l$ zplNxV&&~R|0|`VNR9uC**ZV+mkhtMgSl?VxyA9~#rD)_fOcd=&mtiC;BlTf_(8#~b zOHV_h>LfCylheE4VBP493`#$!6i4Pc+C|UA!yL=SYtX`8|A6-Jr^Y_C8tT zxS*aTl#B`)d23%7-$txZc)!!TjIZ6lzDy1EhOx*%KaTCBl$RbK-c z9r7x-O0Fe^)VX5WSVzb^ayGG2z?t{PaKXqM@Ql4pQ5FS;TQN z_k4;mrf!*CkAMt+8VJ#Uywa3Gpn}%` zc)w1Mpb7+X372v(V>AsS{=+~UPQ1bfb~9#W!v|9#AP=ANzusPjE)JtKFbN$7Q?NK( z0K$RV^4byr49J1fGex`9i)28;TE4pGKu>djdsr z7*=Wg59X<`HZTF_xdkjUr#~VEekFX{21Ckt*b!0%G~Ly6yl6OUh7+w3nE4E1rhy66 zTv)^41qS|5{*t4M;8MN&JP?0aQ_n886i|^ihJjR)czYL;Z$?0TGNJS-l)d20c0LN| zwO1?>D-f)ah1PE28}n;`hM@rU=KpHtin~*iv$G5A23#N>Yay!p8vJh~02`7hK?`G6 ztUM$D7c;kk0tM)gplZUA>kbfsJR>7R6E48FclraC2uhSPK74!z!i?DzX@bS!)cJG9fm~2ti~XyBDA=I7-vb!2ED2lsC#4eP6J>3Tv`)Q zI@ab1|Iv=C6aWDSid~eTcHpWk%|z9#(!I+A3DmS{K!HbDZp9V;v%qJq>vQikkG7~U za0?7H6CDjDv|wq2XC!s3Ftvs;%=@i@tmV^ekVAeFwgV^AUa*b~`r=?ncIV#`x^y;O z)jERkeW{S)E9cX36zCEBL;*ZZlvco|AOq8rJE2d90V8?SZzB61j4y8h8ioQ;3>~1- zG6Fb)Y7GS>nYF{WSr_VobT$G@c3MpT@t_O}gHN>wr2tM0VJk#+WfPti5-8F8mmpX2 z8nj6c1Elvy2*~oB_dgE~<(~k3&CNN;Pej{*s&5751)Jh(P2#a(%uSj)EW4peaGi4A zE3f|7E87V;WTBAUR9x1E?e^&cv`%~+n4(z#)QMg_t;7lvBp0`mGBKtWz7p+df%i`* zup}q}CzLz%RvetmZ#Cpf7}j*t>a+dcr_w_Z0SvkTIY0sNZNQ9dSQX4f|D`%9c$-jT z3VLMZ-}M8k$bVW)gmg9QLe-}&tigiOe_o(_c;DK(JTB#$ZM1o=ujma*uA35i+W7fb zHc;RVJ2=(^*S1u1JX=vD|7IR+Ra+~r1is1UWQKDf)#Sh|a*HLvHT1lVK}oyWfUb=v ziFq5KuDmFY?F@iPa2VW0sikap%59Xi=NbOBK#;Pr=r^F$v=ea0x>H*csouPDvV!Yj z`Nb}*CKw(B z=e)$~j_HUkplHh1Su=!+2CY(604;EWufrDBtqICek}dwV8#yHdem05#wst}_xb0T& zTl2gC*Uj^onCR7!F?%0W{oP&~?NH{oWf8lLcJLYQzQ97*XJE zfLGO;=WIzYgjWH{y9pL$WrHSO`YRA1up8$!{bMJEd{Wd{pghwUxBc_ERQVX-;?-#GXqlUMx;HDK zjf{lL2=E@cG@-u+mo&>h@C|$de%Fi)g&iYO0gPp2z<9b^&=$B|6QP&;DkK>JI7u7e z4+VNEDeX^CwkQp|MDK#hzT>EDyS1^HpianB(5k$;`?#0=Yc_yVJcKN&u1>HLr}*^1 zf*t{Fd~NVK+c$fI8-L5I*c7xG%R#N&&`o;APu<7J$yQ@Hk42Zs3I0F zZi9>eLl8T?f^~ppt={GMQdtuqfDmAdiFHW)(*&C-q0P%i>+e19+6oeD-Du>D~}5a z0EOLldtg^D2BkQU6@6KjApUM5W2_%+>E1h`9eExgMK_9s?x_(`7!wzse)3k#t(@$v z9p2y2G3W%d>Lu&^kY&dg8zhuq_FiTf!f+tg^$_gw6D5D>u41Aup)b1f+KVuV_=}IO z(HFYvO#@2(c**7m=zn1Y{*%wMu!p(2ayH<~EwYdb{4NgXNuYqt;S{2e_;#D{fk1Cx zBL&KGl^eXkzWZpvuDQ995*SA|@12P$`BQoTM1TX{bI1$re=P(L9Mix#;BoR6VxvIA zk@*Jr^79Rbcs3^{cfFuB4Kzs8)FGhF5xAn+PPk34%3$q*FW2QSDfOx7^UxirMuniFvpOKYYP?m#x>4BvyaSGKdF9=Ur z-~{fFTyzrsvc4d0@lDv8{RWt(Sy}mSQu<-irLHh&J|2V?H$G^!HR@ekHcAB>^c9a0 zI5KR6wSG^7fBzx1tel8v3?aqDSnV7?&VgaPYYo!xSVQ%$-|~UZYTVGsG3mOy>T6)# zW*v2=K>2>m&%XrR_XZ6G@zM9yNL}wxfuVv$cCed^BfvskeRv-k5F*^nQokd@O>p#ivT4yl(#3dFp6AeIh z>p*_u?i>JQRN`$0BaS>ibyI-N_On7ftQE9j9L3?7o`NA6 zL~L7;E(6s(*Xyn;nBUkEdmz9`X^khpXbKalr8h?GL5o6w21{3y0fVwE`4|+}RLi(L z2f2$Ll=xe<8g~TR-c&L8hF6~<-#x=k1jdf4?ZI(JU^21Xa|SMowZ|Iw^uY5)<)G@N zaHRn40yj8~nsp8*LiTZNY8D=ie5b=PQ|aXNY(LU!>jMGNXc&O+_G9J1Q^q z8!zayGrgE`Wl(gs4^S1tsE0lz^6RwDfREFaSv^Hdhc6mkT*9SYi~coRzFR~EH1dq# zMERveGY7}@f?LrFq(QcK27|i^PLCsscwd9Of2L310JH@F%E{#@AWgWlizK$)Q^ttu z+;j~laL!qq=Ec*(`BbCxNFND3U;`@O2b>#=JKkvgGdx9{>8A{Kbks$)OG^Q}nE~bfO&r+nuJZV8lxAtL-1P zbc~#0)5wM-1h*rDgSd8_@%1V!)N)4ErUchn;C%Q9?Ih-D;9~wLyzQs+2!F<8&4adk zOrA0Ky#mOG?r_4E*VU=VxD1#`2=uP~Zc&r*g{m^T!_%c98bM?L_KI)k+RN5|oto-x zmRVhH#ALj9;T-pEZuaaHEOs$lIrwL20{xLOds1kchZ@&1o|u46bp;nUhgSgDTquYKxY$fXrJwFsC1 z+FUYua+hYIh-WhJvfT<|`D%WRTDCy#WTkO~MlFj!1UL5a}>~R+`zf}QcY(( z3$>8pXMU*rBj=yO66qTGPj>|f>BFyQJ*;O`wReB}f>ODy&S#1D6?66)-VcB@SyVTK zfb<>tM+{%9g!j77Uk09y$B&g;HHq=Mb*t19nPb^jMOw@pOdKU5r?&MMS7SWhX?Hg7f}GBMR~9giAo zdiS_f6IMWbeR1a(`|+qJJkJJ4qBl*)v!fBQ9HvG0{}vVjt2p1MuO0#@Gj!on`#$pR3lkyu@R zkoa?u3fl!2FXX}d(b#+}Tt%iwsc9~1ndO^FZ}V_w#JWSQbnp#TJ}_@;8a%F{zwCCM zxM=K5_W@^Mv-0d6X}&=hOd`AYG~=nHeVfKQK^YI4$9SJm=hS^Pm?tt$$E2UvBLjdE z_h8hOJi$X7l@F2#Y4IM+iOp*{kvO)Q@6h%%vb_{W(IORgWMqB~y1 zeR|n(r}d5~r%Q0$bGlx{O)Ao`!mil(v#tvl3;;8aT`wEBh5 zCtYK{JPgy~!VTaq&29cr%MX~s{sEO40qXa5A8;^5X{5ZuB&9a*di{M1KZQ2a_^uu~ z&E1d$>%$VNBUb=PTJZ=8)NIli5=2ojs}&J{rA#WiGh%sWKg|*~Y9cs9?k`UME>{2; zLf06Tg=mX%+Glgm1PX8!w4Pn=r9ikK#Te+(Vb(*9w-Oy$$qW}fwaDW=Rl_kG3&AVq z-lFc*$*v7Hp3uxp76L|(?;BIeo3s1-zns%jaD&jR)r zNAHHASx%aDNm*1r@jVKY?VHoK;YuI(t&)nzFQH}5F}f41@%EDl&LPfI71QoQ!@7O; z#)l{>Xu)QtEL(wfJ$yr)EVWJX+UiUfb}ZJT;k5df`|&Nyj0N{CZ?xuTCShrP-?|%X zbF1raXlpJPdjM{LbUSxoOlW_3&#^vj*Z}03p8LEB3nPY)9P|y`yYSC(d?6&Q{ zC2AYp3RaN#f!MBM7tQ@2RVtDqfh|5hYyDz6_$brtS>thtSX0SmLe=&LrX7nRP4=2( z%%449mM<)nV=^d;X!U11=K*Mfe?4^Q(U4O<0j&?luYwQlZp5?HVzDZKZkog}q21o? z+g7eDOaaD21z|iXTCQkunDVY9B`7HE1^KGc7iZo@r9H3KSd;cPNfx_9EV8D`t@XCQ zgBv|!%2re-`BM`Jb>yF(!C?_nqi&P@FwhvqvOM<*v3IS+%wcd-zrcGjG$tJ`5(ASC zwJ$~Ctz4K5KjIM8npt#1`xgrF1SR41R;~Dwq%^MA5{RpANhV$tlay$X;-jLMf1Pn%2vd$jy{|F3^_PC z2}Jj=4oK?98eO)Z43&r*u;HS#-XET3Jo~=j@aBmC{Ud41xODs6unOf!QW|AUUX>C} zskG6YzB_oJ=V8LXhN(aU&8lg!FmqnljGj%Tg&Unk)^s(eTTpW<|G;%(f>W3`AXv9yzV?}7fq zFob!)lqaYAtexie0B}5@`~hh3B7Bl z*v<1>PI~;A_+@}yc3oh2kM`#@hQ=axN1O=toVcQ!ykKrccX2eryi8opnL>r@XTW1% zj$lrZ-oL0&kZc)*mWTb^%^QOjK!jhjySps<$6Bz@LI2jUDi+s+A-$Bzqhb-gHVv*1 zQge)*8fYQX1xAcxPpMg#$E{g1^P1mA&c6t4$;H-+Om8(@Rus@sq}8FgWvA7|6L9^= zaHyl1?Pgo|7tQ0z`yJv&yahe4h!$fb({aaub(71mTe{K!4U-{S`Per=GqCxhRfZkm zWXAre%#i}yZK7t5R((no^={I}g+qC@YYnh7JCpSGh8Xq)#1&4w;I97RgpBplq*6sc zw3;cA$;y-bnv{VIOLwe5r}8%h(>U_y+oOg8^(@aIWa&ZI^F;%l8$*PH1AW@oClYdp zH=ROtB$!@x2)JkIL>3BDBeOc!>WCMuskw;gZVaYd-i_X41K1EE`ZS5Wq(zf5iHB~k zM{Q$nY7Onhf7JsFT5LZ6#|TeWBBEHTZax$c)9$CMjDF+BDa(I%OibfU4{qdS!Xu`; z>VWofK>R~v;N%f0uUbiXZlmVuTXCJN>qX#mi&pOF@m<7wJS4o5^Q!F7fbl~GLA8jy z_EfFZ5WP5+ERk%4XB>#&(;@)HX23$ zR4u_>X{RyQ3O1}M!JlT>Gfc6g84bqRQ54X;mt3}qR7gwu2!ocD+LcYluA(00ueCgE zcy5{_ujjVJyzMF~7f+O)DX{-Gfm5T^{_dH<(}WW<@E(SF(J~5-+7u_-Lg~iFy{9$6 zzu5-wB?~bhe`cUgx76%TnC8tK>rLdyVkk(6wz!u)nlQz2Q?sS;8geN)pl%1JJ{b}8 zA_$WL_2IOx!4Gg)4pBL;O{`~n15PqTeTRIsam*15@7`0_tE4z^zOLa_n807`CVc*b zD?AcgYyB`&HrzVPOMg~L$C+WV;Ol8InyT|zBI6L#t)E_mUYq3Ny7HFiwssly@h@UQ z`{I^W40HMbo;7V|puK3*M;BG%O{%kxJo-2}t-Uo8$#Df;bj?2oOi*|6n>3yt%~+fY z&VO4|4|-`y%gmspo2cGGNPgd;&*iGXuBNmR(My!2c7OyxF5BHyX&-`B2 z@>CBwc-Mj<6uC#mIgS!$t9$hjlVy$|J@jAq`(2ych{uK=VR$1S^w5bEh=zUCiS3np z=g}UpN)}dtUz#%@KV$WUSsZPk>V2fLpj~M`j^XFzWQ%ou7g1_`y9xEET^|sSSYZhL zQk6asucQ+}#oOk(^eraPO69|FIhoom>Hd)UaSbgMUNK5`V}8-Bb@I}gsUBiP z$Y%^Qv*60Fr@z~21GFn+6LNa1@2R8=>qwBU=sQ$&JC)V627j!NCZC>VXJmThmHW|E zUj7vomPcDewA#z=H_FTbiOt{DTyG=AJ$Sz{q0??g=OV;-o0qY zmR7_1b{4v$QdRJi&PA#MlpY!k%-zd!1cZYb?F5jt^SdyGb4d)kp><6=7)u!-{Tn*YWmCR z9I9U-2d-(iM8tWsi1oJ`%kyz#a4Je@wQc*=WVTG)YkrA5{Ftv^Bep!xeTH>iHo+z> zliAzGna4MMVl}4ngh?RsIcEd)nF&UBRbAo(PNg$*SKoCm<%#&}XP2yYRoJ=R@+q&x z6Y-u5-&*i?K%$Wq42d8FtGv9Pu8+A^Yalg0;~f#pIxH8q8Db~z>3cY{&HVakZ5`dL z&^!K=-B*oO`O|E{$j|gx^k!`wb#X{^maprInxq)@ACWatDa?QK<9JnQ|F4L+|M$G;na-7* zyaD1t3a~+pg3YrLgfKP$6h{$;e!osEz1Ybb-33DAG)VW&b(tT4fv5x-GK8+X>;Sh$ zpu2gCax-YhJOF^5rOt0e$k>dJ4742qcD)izjPZlP$I^?vB`|rD0Sy2yUnhRP*jXy7 z?C(C>ng^8TR~G!B;A|KOe^lm&47ldGII-qg6HBCsw-s8yRE`a{*mEkHA`HW_Os`&= zFdyY#o%{a;Y3(Ef22$~dVA_@qAL8xGS}`^NfFQ4l08J2WXqWVFkPQ zjvRp^I@<4I6x;_y`lnzH=4l1A$No+b#dr_!y@}IAcF)R~bAjT{3W>>|kzE>euH-kXdT}`?l1lV5EE8y9weH**Z&2|*X3b#hqczBmT60;aqpVDzs8($+wT<>&(#ueN7%)ZpFf3B45f^h&mK99x5-`tjJN7~Ps~0uc@6B~M?H=anVf_&C5qa|Q ze}P0+B9vzrg-quCCJHcrx2DR&71%EOfeZ0DRe(Zcx#S7rccZ_?`6tJ}`I;Or00p+Y z#RJSH<-lL%SP$}fHd@@PKuhT}=Y)g}5SkTaYx%nm@b-$|z~7SGQ_p}oVeRo3D24k} zACt2{Dm;I-f&F+hI z%dW~Euhi=iN4z9K=V%pFInJ0<9M0asx7tgm10cH3_i@D=gHeTi=#hV&aauRTE5q)? zl+B$JHrn>U-0P`ynsp!sI|Ah-iN7G3s3mYNg+q%m4?cFGu=(Ramgm)g{<~bUiPd%l zuKr#WXJBJc1dfy!JGR}?YCF+{qnaM&O83hP?Fcd>0$HN7XYY31M4JE>{Ur2#(3Pkn zFylxqPXZE+RUjg{Hs#v}XPQBurlKuYyrHyvfdFZ|)hTWS#w1atEq!_!khE6$KZ7ge zVE#4m+*Be=9vOm}s%O9Ltz4b7O&La?>j5TjUx5aX)#gV8b8*i;ZC9V3VY>RwKJNMU z+~Q@ZH0b1#b2K{v_rMm{TQ<;3AVyE9Yd)<+KjA?a(U0CorrZ{5$t?EePsr%Hr|?bj zHxuX8C5=+#cwUS?uC@GYvq=>*AUAzZn(+Ep|4VRZDC8d8;=+h0Q1KhR9!(Muw;q2I zN(`y!P3MHRRl*?Jw6d|kd0NsBRdyJV`Y|WYg}oxU_bjI7EeB0Mcx0IV*eZQL==U!8 z90C1C2G(`CxCDO`<120Iihp^VJe9CMBCv3M7*LI7q;$Uk3r2F#v!;MCwFLk)o(AX* zN3N2EMke>6FPo>#s%VmA<}s}Hg(|JUOT(SUE7Vt$Hv*%_GjYRfea-8fF!*0W@<)rS zF}E)r{}A#VcK0wWu1$Ui7>A0e!$S8Ouv!b^^2mnyIS^k@16tEraO##^GOmmCwLH!j zOpDzt7UAMd&|c&jJo?14%mdsl2kJi|=R22Vxg+Le1C#$laF8suB2L17@A72A9D8-g zjN?3{hPTuTIX$Fm*-%Wqoly-^&uasB!F4|ZtTidQif$QzyJB!fx2oSNNty%iZJN^k zVfPpH4;!ketfr9tamb?#1~jc9S~_!5c)(2fC@Xmbh;nOnO(|*z^`w6F97*#wYL4V&Ks*$L@6^d7i6~X#G4- zq1EX|40qJrp#f2}nwThB4m0(%*yXFIZ#0G03nQqVVl!%}&&FiC%IWMUZwzhvyGSgP z|E(@QUJph%r}jmIZq~athnS1HIgv*v)@WUa!b!9omfdwi;Cqf3v_E?Jvw*Ixu7SoR z_i5<1M($Dw)3Ni{TfEzJ1lkf#qaIr`Ij=_Rtd4Ug^+)Emv2&v$EKO55dG2`7oWbta zT(D=>>tWpF58Z!$FT06x#^O3!*~n(-x}CZOg$;^^at5>h(JlV44rcsaKZPDlt)Oni zO%?KmzY6S7M(3-Q$*hrmF9I9ZEd5l9xzxze&<7@s^D{VI8hMB;jYq8lzqv6}21z-B zP1Gy{^lMyjhmqmatN93e{d@soWo-Em#$I^RC?|<1@o_6R_26D~ngX478CU#0y_28@qibbUm_geH~JfJvy*aq)}v# zcA7$6SkcqHt&JAi-0Tu|)YB+5kKd5eWmj2^jP0A+-xtLs zZy$h=j9dmXg4YqG)w(6i-|)y_@Rw)#-3U!)PC!>RQ}CNSoY*PeKU9H{ez9NtL__dK z7F~dx?TO1@?bq$P{T(l${Q-??PH0SvpJY`MjqQE?5V~E?Z@P1q$^?8`Et?-zM)2Jh z(2o}R?J}bgL0zQRR}A;jyqaxp`R-48)>@;r-nq5Z2Fc{%arFKV_xrGnwbma@U|+1i+++&0F-m`L+hBT)NP|vQuIkMq2lb}1CQU%X z7{2(I^j5hui|hhQDF#9m-ap5;1fQiwo+rL}^Tt>rd%a)+oA`Ecw=)+}hCo|c*N4$R z3Y8(c0;H5-tT9hbH6H0V4gAEUqR-Nq>r@Wi-w1X{&c@FRvrs7l8)Sf9Umu4uSvF~4 z!AXBKt)P4&>6cIhQBXd=IBhw7=pf~vN_;Kc8yN*ZASaKt?ry7eXwEA!P#&EX7gj}# zA=y6G^kivM{PWTMMSga=5)^9H@A7GP9VfF>yT1h2O-FofI`r{F$qZ$?fbG&dp3cvs z7c{x|4QQ)3t97tdT}8;VE&pmBXJ^e+j>VHC(QbCt(B&k-!o~^@Jsw;1HRqRgdA<|pIjYaFMop#DXy6}!u`q$7el#^B9{hQ!~ zw~eEr-If(i$}A-*p~Xduw80X^$oCe#@%%phmzXHOpo}$|&;^(FE{zSXMP>)v>ty9- zy6q_bz&juy6%N3!Z}KPrfxc4OPO=GcBz#%~U9tBzNHl`4qo_#P^B|{d+hSkQD@y2( z>G(aNd+(v!KK62Ce9M&xPeLoFU7MT3An5rRgM|4EM`R|;vH$&!i}1(4u!HaDy^|5w za3#u1EsYZ7&SYCG5VFalV7(zqGvN+MkG%oBmRaBsifuN!%ZvaP-_?U@WxYuC4Df>~ zl^Pwvk>W2sP;6gk8K7r(@eL4b(q(E)zT~t#YQV-6Cgn`wm8|SkjVfTekr~*bR9V1v zJv^-gX^l4I@?yFv&qMCwm)rM|_kXKW4vc1$_aM6i%$`s=m=_-FpRaMP zYf(o0I)14u2`F|Lf}i~zNWr|gEj^Fm^-GMm1)`>b!6QfGdXHSGSvo_W-)i#auCkd4 z(>yE$pHi5YxV~o%1re2yQcZ*D^H`$KM<&WToE-fC%gnC6sTYaJI&q6Srg=FiqRDMm zGW0nNp<(3Ui4D#S>)1>A_616BOynhQ(SLUIbO%9XJuIa#8d>pA@=W+j#HvKHLd2sD zDdaISM93kobdP{%8S~>|Xlm8T!|%&fEfTWx07y_pWQq-e4r&biK6826^{;>Q7;zxT^PvleJul(lx?M zDLSmJ`@dwH2Np6>pA+s^Eb}t6`-@eHIraH!N(ABK(}lB(H8*3c(B2FG!meFlM*00t z;E%@PDNKsegX#NBykC*Q*0KFPH&B@zWa}cG;fc7BR$l}j;Ijr`0=`DI;0+p&{6)&OtzsIW9A>)lYAyxdog>4<)a*GXxtqtHC>10YvDJ+ zIELD3YP;WU&RejkhgwU`VS9+UC`)|T*`1BtQ)OGC+cu9(uEQsdw@rD)fIv@o-uP^6 zS0VL~L6gE;)F#n7!P#is&T0U0lyISMUr7G^>8Xl;YEvA$$usm^`n;n@&#i>jRnr-g zME12;yw9hEsV&gItn|9HzQsnl*F8`{V|zodSF)?B;^~}{|JOC+By{%ifYV=FmU#k1 zrmZ=7Xn4`)2E&|A(VO=LzP5a(NE`oNK_ZLNCDXsnon()5%5)NI79ecWRO$b;^pk8h zWl_z+Gto{=tq=FH+3VU_9)B$labdHKHu8G^wo|Y1V@MJSea&EqVLYeRh2kzWTvHbI zbzCE$6jyCfB^PaX>&fHWiav13Nx8-Ba7Y+ID;XKDR-=kelK**w@Kt4?Yx+~9jnEH1;Y;)TvcTB) zSuQMQSTpz8-}pW1Q9gj2rc9hct$5sCXsGESp^@=ggHhkx5G^5IQw^(?b2#%{+ zD^i6N13B^6!EhdBp@Oa0w|H43#ZzBXKAwZ@e=w74>mTYbQbXNkF|SuFUMT4KF8%D>Cv{XS|r4fE3fTEI&#U_LWq{$Tg$)=Hhr z=y#nZY%(s%$Ulrt<~*3Wa(GOS>XyI$@l~$IV!LaJA^UY^@SlNS>w38KB6C(&;3`hX zgZ9Gp_J1pWaqdYbBVzgE#U>1u7558<%t{!PjyeCuxCw`Mg%@5(Hqo4|%RY_pzQwTo zWbavv;%p(wKS=}}Av)DMYsQJ>-Q|aU%igcPoAYuVH{`j0z9asR-J9K$H2Obymg|E5 z0is2t{I7~$y8oONJHc78G2W|c?3T9GHJU9WcPwb(HeP^ja-!{}={w+Y`P8)vDW=o-tQGk+Vl1~8W%L-aGH8;SBMhT=SUO!AJ1=Gh3kT6n$wb@t1Ls%sYt-x2s+kyfs zs%Ky-7N536(zgoy)K$Rk8+m442`cO!!seS(@6Oz($c?`rnt-d>y!jI5C}83TnB9Yh z!Js1E$Q1VbdgUqvD}F+P#&I^Ealjd)pNEv`T+n1r3!Tt9h-UC~xdHM=a72Y3urc?fg^?ba5(8kNzApG^hCv1+8qPXlIrhpfKlrh12zd8t zf!^tsf2`j-0NIPf>}?qT&U4peJ_!P+tH5VwM)MlBTJAw+@R|_|-Qkt}8<43j@XsOd z5)NO(o|(iZ(6gp2bL}=B7GQj zv}g01fVTGz^!=8w4tnK+c0X>m>QPlIkT~ey1v(FKoDTqIL-EyYe9#A6rU8-Lxj0KC zEq}hTo*_VNW7U>!?-)d7)@ID4%pbzkkrN0?tPnJYZ$mJR1id{ldR`5!;Zbnj2fVU{ zDC9a>h~nssfMNdAOO_-Vu5O2JU*;W9=Qy$f<~QG??Dl~eu!3XFroZR~fuF4UqA>*d z97To=)OuS;Trg1m%ljBwf8YF5Q~pW>bHaEK*cEMtLDnMvo31D^7@|+e!y@U2X#weQ zN;Q%h_V6Rb=X&b-F*ZT69T>lV0B*L{tj;{;x^-#;D!<6!%aF^92#poy0Y zaz)nuu-d=8@w_;D{@$WH7`x>FFEKl$5})#PwfBQhIV+H*Q4uf+!4g3V(b56^lbBi) z!eb8?YQU)G>7|i?D1OPH6mumMCURsRB;G&iC#a%UMf!m9n*I|702hSSguM*X)wKVh zmT`=(UM2xs%SWKx8jKJI7>t=3=E1cNOOZ(x>ik8nplLG35aVnwNB!_-|N6;Cmf|Ya zE0{Vkh=MxCb+`tAziLqqenwg5zZ(RAW4w$lH~^&0h~5N$YBb& zsWyN^nEdFh4szu19@zGn7g>iQoP&Hp%Wcitcq@KMvlMdbpEP0$UP){E(lV>o9Ryin z8yLjJ!dMHdeveWH^XV>l9V^({)szns4ljQh(c^;g`rjXGo5QLll4W3kv@EB}w+E{X z2fT_aO2jJ)QHp@wnlH%>4BB#mwVZjLVQW+TQCkJ(-~+`42YO#{0Sg=Lh{R3Me|7;k zh>8}`wZ%>F-xE_?-wb5&+xq;wxrAN$(t#NN*O7j6j|M^VYt1ulVOtOs2>^0bl4^kf0Fun_a(95v*+NPfZ0=>rZrsuBz}7Tv5x-FN%LB> zIM^`Hx^7_pPv!L-gn}c#JTi)vb3ngZ;<^6)dZ{t_{lSdS|6l&1#^FI*Fv9q-@pl_sVcUmVJ5QQVn&9I6>E6Zfw`{vnS(Q;>ePkcl z1-L_G+)3x&uUCVjH$DNwe%*@Kt3%KuVmi6m`~>6VPwQ>(ceqa$eB(~OJ$CAh@;=P6 z^#B^++ASU zF8?yz6J<{T6l8L@6dlLbKVR!$C&A-iUz6bvYyhnKuTz_Ka0I}SgY{#dzzxpiwW*dS zdk?uTb)d7?`g;+85M?1rS{F>GhXoIMKfuXK70?ZGK&B&o4IjA#7QF6(S+ENYgMRaI z$E^m0i4TxgM&R6y2jD^v!G4;*mfF7zGIWYCtEg-2hdvBN3*qyrfgGsy32e{3hUoD} zKBqlZqpEVBq5xvl3KWaWgOA_69;lI$j@x!PnF+_O zL4dC(twBh(Zvj+L$2QRHdQE6aNt17(c1B-rTR!dixe=#lF9V~QXPa6rAF06UELG~b z9|&zH+sjWba}X%h zSF!6MM_V`GeG0V3v;Z8JRlWH$&5yuhT8YeC13@vxu47BEhbux5xOY^>gFqX0TN-_d z#Q+-pkQ<7MA=8U#HFin?r=6QKSgYk8)tb%MyccMH4R>WSQK~hU1%KDjCsDj=$c!Kr}0smbd(> z-x`L;W1}sQ6B~%yYff&IAA`rWms^r%F<9z~+Qj+PgyupQ;EUg^ZnT=!vDx+u*I-$M z1FPlUbZ4D+i%4J+PJRdkyi`3&;y@<9!|GBmHY5^H{JS|P$O zsK~rkw7t{xg|yB`eyzvRcHac2{?%NpLTq6zQ0<3s=ol7V$b^?B$um7aG3e<2%+x5n z7UMnv;)s#NB^=om&f`h)1{pstz+&Of)v0gF_INI@$5e`1%ysW< z@NK>Dl64VQ|Ie3SF1&vS+>>uPpWU7Ib|upqC|+9w!T+uU3w^z6603(Nh9B z)@V%-D{Ndi4^Rynj+XC)3|rVRqn|@v(-@hz25I+^6WL*Rlz=57)iTN!h6eSmRp;~p zWcol5QDt6P4de#G8wROTcwGgfNu$Y}c~qvt;yI9*5IGpDb)*s6MfL?gJPd#`Q>xff zQUl!i`k|L{KR)U?ZXPw}VjhB(qt8D~``x!#EHxJ=4zlODuE8qfxmHLQ)DB&vw2SX| zh2jJKapYfqvNEMVcp-20Ib4PJ<^;IqAD<{zXjF`$Z-stX{99an(Kb%@Xe)Hm|L80_ z%JY7$*63@4L_=gJw0gMP?>sd7WBzB`^}GrJ9w{x8XjybE3uhkVEm|k<`22jG{gb3& z(n6@j`MaT8nwJJs9;e^VxB3_B9FS^2SowDwR3T@DI;L6iYYlMgcPazVJJ>bZtVjTEaA;$Lw zy@}b|V8uxFD$#cS>n7CrRlWFM^KK8EyBl;Ifa8JJMG?rldNfB=4qbkIN1%rMe$9y! zCo+xcK1H8junO_${5P^%f|6AW;LGS~y;;8DChKzX(A-BT4u=GPrMj3%rM{fu4yjJ0 zCGg%*9Z_UD0?B@Wo_Lo5^L+%py2M|!0zyMuYYbJ*amU$Jj~MO;*M=)s++@w$vEFvS zi`gC9AQdpT7L|(NRvMg%I(s`K8h)4Xpg3@Lr%fYntnLq$^P8>{jqzoivzZE$*;6u^ z8guaMMP)7pT^K4W<9DAXcFkcf7w_3;hrdlP?-wlJ7>`gbpxSO;FGUa`dSqqPxj4P) zu>1;(E@7WUfeE^f5?1=E`^!#|KpQK<-)GyR27SYhMM@v~23-Z;2eS0F_T$BS4ub7? zrj%NQNOGlfE;2tXcTW-vF@n~{PBW{%V z^&yNm)7~*RfrnQ|#pdD`>9MT{T20yZQqdneUxoEHzS1P{F_RJd%W}bN?b^WOVQP#J zg{kkV(=ic0Uo`K>mYO}A1b3`dYHqu3Y9|w!jp_IDtrRm%vQm`jg;y2VivwBAI?VQ) z;<%TPLUE{0nQsR)E%9uPJ9J)VP|Hfj1`~Z@Tp>o&x3|G=QfyD?dVTmn-@GV7ie+1c zjKh(x;2u_+#_eoYFM&l_L;=@f5cd1`Ey(ni(&Sm2KF7%>EUoiTwZ@qr%5kysTmUon z0%VRS9c?_$SoGz5t)psnE9uZ}6w~Jw>o)mne9kjl+G0sR zHWYPA6PB!srro#9y7zrj0F%&E@-L!7VR6$9vZm+E!Y$lVtBt++7@K@M5>TzA0SxXM$ zNbq3SZ8iT?Q0Rj$3Mt!3?G`yj9%78p=4&_Z#0$N$j$qvmk8DgWT*;@Ob`75`=^h!K7;4`zGJ4ijrX39yRE%njy z{|K&*?HIXUJe4C2^v#)+_98c40t%Q_Ab8j`<5YQw;0^VxR#H{1!ZfQUlquGeD+ zR)^><96o%K#~Ws;cblAL50m{^Q!3NV?;mE4Nv1vFadSS+Co-ke_rf(NiaOy}JY+T> zwU>-~FOtE8A>oCVKJ&4SsKQeN^Miukc*e0G5qB0h8?eiYPTs3L7mr}_Q(`6R7OXM7UxiId?)d0SdFoAFmLf_^ zF%t6DInv5$+>Nc1gjJn36m&m|$Ay%#N8guZ$^9mVyFY zE8y>po7nMMpV8@8({*vw^ms+EJw*FjOo~;EvP~mo#>S6TXZ(ZS{!fdER=8i*pJ!7DEpJ4#(&xSwF5>b>+9h5L zVs(+%GXqM&6XNGixtbVEe3dPku_A+;w@^#CmW8K!-PQb-R>aN1NqxkIY-FMco6rXw ze@67kjo!?{GPTM&%dhq)tk8dA&~B9Jl@=XrL1B)ysd*hSjHbhuQ%}^dkyh}^w2YMA zf7lcA!4vcjMadXUw#=vx6*M7~nJt1*+AG<8X%6p=?3ogkw=&RJsJ=3}8Q6Rek>ueD z&P`OqBfVsALL13|aYJ+AIZENvBaFiF8?$eK`+{nsH*{MtDS z`$L<7I>I`XK?{p}%v{^i%=!WzN_gL;KmU{#py7F6c7Y~&T+S^mU6E0;pysc8xu3O~ z6}!&Fb_1o#Lc*`fd6+2erI3KWkZ%(^$&N0**%WHF?Kn=L4o*3_$ZOpl+si^DHj=Mae@ui3itMn1ex zbnpe^D*KkhJHPnZJ33r6CWq5Z3^DUb58uw=b=+=e$h8@%t}h`AzTYsuUzk-|%%IE2iu3SOaG0#zl^JDeWSlo>68=%LApa4=@J1+5$Q#jbfd(gB$aNYqy%Xe z-6=>T-5~->h;+kqPxkNsygQ#0ug*Cy_ulMPbIyCt`x;|>2Oj|kWj-QNskD#mElPwX zIlfE_>|W~)BZaD>V8}naq;oPI(`PRRX2=d5{VwNopZKWwyo3Lo@%=Hq0}sPNZzQJu zD~z3r2dP)w50Sci`sfVQwYJ`x2p4c=ESII$g@m(2C$0?s?%6yEYnh9?@6kfXeG@DC)G6$ zJGP?jx7H0YDcpbAY>TpL>fH?kT9$3Dm5>F{v>GPzg^$R>(Nd2bhN1=v^_s4t#JR?8 z;I2hDQ(_c6$d~V9(N*zlPWGY%$(iq} zf8Hn35-c_ux8UX)HCRvX{ijE9$B{dCYR)P*sGiq`?-UbdBzQLQk=@NiF$1%q*V5I3 zn-517t9|}~?*eAwo0;O*@&D7u{+WXR{^p?*7M|70MIu)6+>g8x+P2mp`Tu5x{~st> ztdj4Xfq^#aL15#ON3L@Hov%hbOk7XAKs_gBpa z{p=7;R0Z%6r5p7y0KY2OoMlZOI|T!lt8_4>6Bz;{ z@4Jp2XvETb3m&SKAP0Nv@@n#k1Q;Y0KrZyho(JrX@$68lPXOT4#1CFS4-ooT z0iwp?+?6mFvh<4pX>bhcvWo(Uj5|CKFg0`dO@oFJvjxc~`nz@fZs-U=EBp{3;}q>j3mC6% z8rgo-3V^1!za@dBDlLDa5%NQAiwIs1eo5Eb*mvH5I&x@_$mLDGp{oyRUETW%t+BmmC-HynDC1ycngZ3!_)wUe zLQ_xmP7*`r|FnPzap;G#vI{D<&9ZsuG!OLKtlRPofK~lXpQxJw^+hqnE5~_TVd)Wk zy@6EX%}c1q51K=75a;Rrug5cl>+WTggNxfTbOaz)0C7daq9ZuTp~~P0CYbc+C9r=# zXQ+TkNOg<^$!Jzb-a}Bs9aJL)jTd(ttla*SGCKY-LcdYOS0~0-28``}dg~>Zdi5d! z+o0@bu#N-*jf_puik>!ss2v)@z>G>2nakqEhh?vC{ll2 z-K|-*=>fb^;DGUK`dKwp>es5Jt4%kni3AOd(}%?!W1KV*haFHAq7GwK6xr4XIA*ey?Ol&`fy))7#EA$iohtHI&nE?fX|d4rfFn3DhEU?P++B!UNhZhb8ozJ+}c;!=_(LLI)qVHxRS`D$Zw zJ#V459T_JN95mLC`ZA-pSbE4a;kspl6(D4?Ni_v(WVx->M!-PIr)k>h9VOB^$U~g^ zbl!ertb+9>&KLqce+(=qY30{N@bDv&8+4g}eL{$5%0UcNLG*{SFn!}mMuf<&m$@B7?`y-H7tN_tgr9qyhw}9Ju^R*0?4wd7)n00z`H{@IU>&{LEuL#1#8~3RUma zLTA*i`x(!=Vx|D6arj+#G@X)5*deYO|vr4Au!E(8^m* z^e)D;ZW06mlj*2o1pefI!ZjT&48wnC4pJkIijA(>?h?7IU&>w_vAhFviP(M&?k!=C0@z4!ZEvARXWnXiUA!_CT$pnetJOq5L6~9~_6+ zq!3;42>h_Eo0-nh%1Z$Fnj~@jRc(Fm=im=xHwb|wh7X0fF2HY_A_y?@ZeX@|x^Q{B z08(jxl#DK3-9`1-ic8|4(K=+axPzHVp3+mFE6f2D==d{y@dRo$pSz_SRPw!uSCjC( zQy}g?U5MGUm9N9m4m<`|mJ;YHoF0cRF-Y?}Uf>fMz6Yf^?vx6jFRsMpu25E}@(zv* zCVv@F!z5%`*brEz$h>S?zJ5{){QlNJ7FU7Pu{+-iG=$2O$E8lcf7z$z%UfRV(!43Y z_X5&Ypf0_o!@>k;&g>(21NkGM7}nh~#}^A8O#Dv7ast>FWJE3 z1-{rnsS*06;9X*K3NEu2XkFR!*%UoLU+e@$*73b7z2Mlt=@hS>xF3B{98O;<^yC6HGQ150rm9 z$X9^yTG|Fr6F9)$4)BLq)Z6Zm25)B30=b+1fWO=Il=VK7Zq49&I1YfPbp0d~3lc#i+rBbUk2Iqh(q{Lr9b3WU^p0i4f8aP|8EU`+$ zuJ)|bl$hU}r4RSdzj67--i5GkUykl~CI$$Br=4+-G>hTNl7e-9Ca!{N>_yfh_zvvX zkSSt*liRIgM=iX?S)HSDHSU76NKd}n_xtpA;aozoThL=oryJA*Uq@1s0ZvqLiVh&! z`S7F6Mmdm{0hsAK4-rV67z46a$~+yAc))ck0AFV}>NC3t!1tl~7{nyIYx(bOAN2M_rY_;YqV zW&3CS))edSXl{!QL3r6mKx)ae*P2iH+DX<6j-KCy9@B6$Get0vyMzHu&E_r<8h8RU zbw^+75#qvYfP5Z_-ZqCcOv(h8`Wh!jEeMvXzTLmu&0=y6v{lh)6Vbs*=#KoJf6cNK zewenb3`M`Ftk&)arlyGeig_ld={AVtod0S{TQg_ALNc-!BzZ+XIjzT+N}Ji>lO=;L5*ye4fW1vD(90gJ65*@PP6>RnL*^&uhWO z#AfEkK!H{>N6`Qa#mFzBrsv{i|2{D}_+V)h!ZD{$oLV=Yt#tmW3)J|r)bVwiB2_5E zrs(S!h^|h#4m9CK&*(q|$&h@qp4Q)%z!Ja7Ekt-(lHpWiC?3UAZJE|NN%ByLEw;(s zV5J+v2SN`H(L_`#gM9n#=Y2Dzucd^fQU~c+LQtS-#<0-oMnbqks+df(`R^m8Dl1v- z@l28@;Gta%50$JE)#Ih*F<6I>SbqEiWH~WWZt_&*-jhg2ANr4Qyq0m=e^~qAf!GU7 zWV<(~TTf~rdgR9Z4tz}!GXrc`&TF+QYN)#K60W(VV(u@4nnpQccf2K`DNZvx^h$Hp zCR*;_TqiBpqQEq;-U7qXHnSgTnsTh9h(jvkjYHWb!rRye%e;-Rif!v)@XGX6J-X*t z<-!kr{Zk}QTm3-7YVam2W>-$)Fm)sk3L#&E^=-F-aozSUw6PIp??0{SG>jem%8r7{ z5x}OeUlv7w&P>3Q^lhqe>U&Y~gZq>9csQ#z0Ytcz(cfl`D(|7s2U>7^qG;cqWodan zjgrp_!?^IokO2cuYPwEj7jDwU4-K|*uB8rqOb|s|@MTc$xwQ+h8Cl88yqn|?E>0pQ zC&{VNOfqB-7=q+a^K1rW&WIo??GTlosthO2?@p|fHU0Jd$mw9)l1nZ&%X+C@Ta=*_ z|5g1W{zqw~Tf;R7qPRfRU2liSUOU=&d5h~m792Rwm%3F0IL*ryr>aT*wt;HVF|d#Q z0nUkCPK4e@uW$Q^?@3iUr5d!aU_)K4hvK%YHuoRtdpA)H zxHO$xYY*4SMVjnBji^gP(Z*x7C%uZ4%B}6%xwriJ!%Nh^3M-K4jT~D)&8v>1U8@}u zJAzhe1T2l*F35T_&%F&cIEU46Nb@Z;5AEbY^W{m zC3t6yPStJJ@vNp*TxXg{Rqpy2Fl2#5LDSkyQNa|JGDnIm+^?We`Iv%-jUVcmCYj}7Ldhdidd zlsWk7OkKJX<)^QD;?_0#Yky$UEmy8o3g&&+xJ~T+PQ;Czx%{AvifcYE;rI38l*-vK zF776sx7$u-@5X%Od#Z5=X8AFVNidcp?tD|oX0RZFs&e+h1z2}d%&~>tQY!*}!tH%r zmr5hR!Yf;`qTNzr)wVQ+XF8o(gT8e-)z%F5bsK|SPK2gY#e3b(I^$7HQw@R`riG}l zcd6#7F*$d6!Hv=P0ty;A(o@Y8Ah?8>$!*9L?KQ96ZMq0s-_yjZoEVg3>D4E-YPWd0 zb8lZ(_3rQ*jZzPW)BMV%zJ4?Oua>ykE>gm5)@ZiO!?$pryA@*k8ome4pUv9>O{u9g z{P@*k9wTt&RA{#4omcvnPV3b_@>_Q*P(X+`*s+cdUM*g%V zo>HW@WJI$^=gWt~ijWHpOUq{^0)l~XQ_1avw(BEs@w1J4MCv{Y<=;(*|Q&G22Vt0Q#%U#QJ;p zbVpyvO20;0bKGIfK2i|`ShTt3`*U?Ap4%;xFZ6nrxA*<*)CiT4`7S{=b+T;Jd8+;r zt#NmwWd2`EWWFF$fUe_7b;xakn|ecGvF=Vu{GS<~x#urClTwt{=JhEijQM_*B6rio z_W%2y6ez{c%t+{R-Lc{tB#RlK!CMi5g|ZhDyDyP$F5M8Ru}Xj?4>w_wH^&QkSsPjz zkHy(pGrLw~XAviio;E6{(RwfwSop)6u(>;yiWR+b_<<*!T++0Zv@ED0u4u!WeAVGO zP5bOrCrOW<)R0@cH{q@!hoywiB zxu>8&_WlM_Tl!vFdz5~09Lq)_)-pYJZIUGLqeUe>-tj1LXI7eR3)0Z2f5eqj_;j^s zx5(gg&*lNziMYwmG1T(fEPwXvixWvnU({hLZ?ya9*wES1Np~o)^DI0Ri%AkVG>w=o z){7Y9Ve8OC+j&^qt!FjQ;KOh|cRY$G*dKsgn`+QxhO7)Hi-<-kp>9!=}Zfr;Fd;dGoCL21(89{$qq$!*efEF(dS zLL0lY2+uQHsirXv;F%2tMxU}0#p2)9`eYib{hxK&5nnd2E?8QUN(|XCwaLBEqtqXC zW8#{hh;fl+IJ3fVP8RA~k4ri5(rM?P82`?TU>DktqYd2ZhYUvV*^w1vRAl=`p(%`b z^u=v_75dnF8!^<2^oSammr+Zoa+$#HwFT|0Fmi1?pZb$wuwCk*UIypt+l^{dhQHY4>9+T>|z={XQ4cc>Q2~prm$U;)8=nC+EOC z5O@7WxKtlaOsl4X~s)i15f z$8-YTb;M^MX<*>q_> zVVOw_NRL{7uV_q2KA|>!A>%Lpi+$#8M^VX3(HRZRCuRaMub8b={B_^Emw%b!6wJ){ z%H=Ld^zxh-x6m!&S42%dVntAzC2fnRNNwf=M=fz*(fM%*4!#P}tbuM9nA-!ww6 z1M4?+qI8Y5-2)1RjT(}%ZNb!U%YTU;!!2OP+pK8{O&>?+E&d9@2yuERRZ$ePdZcRmqwU;_<1A~6Ef?E5?2XF;kN!C$ShwVfi6ALMK1FMx;0qRmWW zyI^)^%QitigOd!G+Ve@gaqLu*#1C59Bu-83h*mg@`p>5l$BpczNUG?XfwjZtpRj0| zqaS>5s_C7tksz?@_ZZSbz6=>s_tNa-6hCoi`ZTlv+G7qHt?)(fd+2^Pg(r5sjeVY! zH|nt}h9+Yu7}io2n`ohr`fZm8J&r(ey5?R|xXZ3d>LRZZul`i7C*=!m0v4gvMDfB+ z8B>Lv;KEpSMul@Fc=Av&cKzZS?6zhRHiM5G*cho$6Sw!e^@%2mhu%N7ciF6R*i#uc zc3*e!9*}H~B`;PF7*|!BR~QK_jqei4f>c-?Hkr`1{LmXD(i+~>8!jAutSsmFN9C)= zWVFLyj&fM#ClY$AiOYf*dTkG9N_b_*_UQH>5k^fLQwrO%o{G?auYAWf>;J`x(~oZ= z;!VcX9_a_Cb^qfJ$O9TM8Mm{#w1Z=f^n>Wuq1f($@)3(9rn+}K1 zn#KM$A4^~cA_7d^QOX8zqO{Eiv0Fybm89Fa5@{;j#XgBr?N=hsb-L$=bBKjSpWs*z zow}jgdz)e3UG%fodEZS{VF$rqouVE_A4@!8mYa?ybQ{H)a{ME#6`Pp%2Ae}uyHw~} zc(#&Q-JsGiO}fe0UyH?K?w#m|4A%MwSuMH8U&wz+lP0V1gyu&oNlG+*i^89LL@mf{ z6&^S+Vxt#GOSuGw zol+kVa~4(p3HuD_W5X^<@x`BN8PrOzAKDF&W z`#JKcyejYnb-(v}zs?2j6V`m{>O~9Z5aj7A298|~5C6!@%~@nKjr7o#oszfqL_2s* zo4-m9T4ph~CziAY*h=|=;s*S_wmt}Gue?kwInaw~VX78#^ZtHGblu(7|EliD%w;Li zTX5zgVC&;OB{_Yfj!&jai4x*v3184OydpDRYx+KdohS@C6IQEFuFA5hnPOmj-_z1C441J9C(?au*l%;XF9fdAZ#c15hmXF z-G}!G8guu7W9`-DxCZvUZykCx>n&l1KQ)t*R*wyXQcGx=EqS~Q)>b4s1Dpx=iP2@b z3YJwKtQOIxzj2ex-E$ZYBb6)hB$B(ITgdPnv*Di?yPed}-ZR2_L0Y8OjyBs;Q_FC# zB8&dUa~r&t4qXBaRk7D`0#s8jRVC$H#*{;8&NW{wP!y%Gy)&g5Gk4TY+o`xLoB68TN$C zSu;j`;*}Jx_qB^fLZh2iGbUzjiC7uTs|2=P6Hlu;Ym9}mJ=7*^O(-5D%wrZwu0M&4 zq;9}TaHaE%H~9I#D$Wy$O{2^K^vas&5sLi(gqP|jJ3=aH>Cv{;3BD+sArQt4;2H>_)1@{sFUE2JWgXc2`_vK4{r&$b&%q#BR3VcUIdz{CX^!nqBf!K4I+95+ zu}6O&>3UH0T@V8q468#(^w9X%M6)^d(C+@O5Q@p%y~_V9fsOy(PWu0gLNidl1<1!4 zci9hlDo=(eJP9b`kPnG8AWHJ=zkCaC8TPb9U8~WF{$!sTd z*~DrcFc}UBkiG3r8fI{7B)bgR!%o%R4AgNG)>7l$8HKZD48r{}5 zN=B`XLv!3H@skhTE9W*)5m_FC2y? zKFmjhX$hvf@=d5*-Rn3VBYd%P<6dz;~K8BzJp(Pwqt(J4OvYPjx?A@h|ufu`lT^ z{ci0@7)N3Uevs+nP`3dZrGr>%!x$taRD+LO07*I3Bm1D*<5$(!WT1TTkBA-S0keUS zpGR^IxzX zfoU-DRL!K(0iv->)}Q(nkfKn4aBO;@K}jBs1#MUvr(MssH1P&}^V5ZkCqU_>9)m{H z&4%Xv*cXQIEHL9QHTv=ICARiYFA!EA>gWLIy>v)B-CkT>YudE;3OGtRJrA@ER~FWcA7GL<9QW|PQL^)g5~b*5FCD}*OPoh3LZPRf$! zeQF5W>&bH8#NH$VdOWPk{q@fvPgX5v1ag;hH&IcL#Rsy*h({~@0b}|;yo5r*FRGpM zK&nNI3yfG8R6K-ITUCpxppOs=TaP=gdO>y~LdG!mtS;&5TD`YDlMAYXv*wSPVOT25 zH8+_jDx73cA4Iyp5by@bd#8)T0;!Qw#G8N@;+Jq22o}en@Z=QL-BW1iVA1hhPds!j zl|QsqEk(P`(XZ5sAkQ98bE^5v2uCHUajJQWs(fN29DWQ4X6`4&8=41&k2em@s4sOc zK;>}iDWPcdAn(Ahu1730Ms^dxdz3aUBFdoyIadw^WSY=?pUbGk4ZSyDYcVcg zqTbQaZGw=hs{Ifs+|%)^rJ|0{FM8@e54BEf7EExq{OE>;*gH}}y@B`pX^FKXNXash=!I<+A!!Z8BLFQ{&7T)i{#J}rR(ebrN_wTfdfEw%MgK*EPW z<7`wIWu1VW!|;5L$7-d~CSkw06X=*8$stiJ`Zx>2qAMPuCB;G`>;d}N<&0{*%#`NW zc{*vMPIm_5lE`PS5#+I^6F9t+IYK`xQd1fJS$wg>ot+N!oapK&nEKAk<1vKb%k56_ z@~i%I>tUOd=mbU15pQaBAr9!~ybYN}R=`=vt2{e%Pd~bV%2IutIqCX~OxfkLptTBL z;XDyT!m*XRcyW<+FGd!7qH%&8eW=tBZ^4cmdfpc4QLS>ZB(}ZJ@e^ytTPqc z<-Ad&FaXwJs>0ftD#U1wlZ9GXuin`V1)^dOUGb!e1ld%g9uKz!L$GgYQ)35Buzjgy zGiSje>w*5_{X$C2KnyyVCTF#w?%wXGO>XIc&x6YziNld6=fB~hfn^WMNS|z$tA*=~ zzCBAF@nJe$3){%6zsv!H!Z}=~RlWY%-5_@P_V82EA8sN&&#Vpn?lZIWGoh0+rLxfF zlS+@yche3?^?f2Sf30-#1I8-)FhP`@me8w14zYiwX~HUW3OgN+EGV?D%S|cw7AKZqvuf) zhSiz5#-M8Rp*@k4Y$w7$j*q!8ValOdPx|G+@PG$cj+Y;oIzBW5VnC?)D@CssIO%Yf z{Qa{Aqb)7VLC#9R9;8zDPEndKUPR20u>)!-q`Rl0k# zD%*95PLtbDzH68M@R+nCd4opFZuBT%Vb4vFP&7yxca7S;Yh!jhZL80;M zw7YT;yFORFnd5w^LG2AB$J7$;5H#f@dV0x~Mjm4~zN(+&r{iAt`GL&S9YDwrbkl-E z)M@6}YH)Vf2p@|P!Ma}=oG`+KUDIae;#%uigtD?fDE5G>R)Jv-ibh+m+K6%3tl6c1 z>eNIXoYlXYL#Np?yBC>7l!a)VWuWVKDo?iXCB&+2Q+pyf(bGQ_re~jO&df(7bvUubdVr@t*CW zR=rZxj2i#Q^oUEE{Jmux*&zsk?)c4_4mJ>TCER|@-MinT-Q+K!W;$bKoM18YF@SLl zbNUMb)0?9vtWOuV-MtTxKJ76o4b|%_NfeJvJTX2#4|n`Ir!&1v5X=Lbpakagkkyd| zQY$yeX6PlVT8%q%#)H_AejT!*Rq;$=csql@bp+Gr>fD)IukvG&q617RtYr^mjlKL{ z7Dt@VX_Gm~qUPlU7RYRSYsY9^JF<0_Fvf=^tlRPa*37U{zuMGNK0!E^HVN5fnu4j3 z9$Kr)8LmvC_@;J)#E$bMf6rgooLbX{~c$_%~UoXx!b zbyb(1%p2Bl$=bwP>$;~s7zXofQY-{ir2HM&@x^aPQ3>T+)PvZ2|JWd>$NFK>rE2w* zzYMZ%Kn{pB2^8j89|oQZZc-fl%w|9*TPR}teYm23CEXF+YBqx?LHBkjBB(MBtD38% zU<2zzZ~(UUr3~qq2vciwbV-W)z{X^%l`GSX+bbN53G2?uK8>lYW0MR5aig1q zkbj6cg2xr++D7y4OTg`YGxPif9SLu1ouq;w=ET{o3kl{n)tt~w4v5Fu|2uOq`3&xZ zBrE+2`gJF<{z1D|Pmg9F&b$=q(e!|+g!->5G5UslC?hRH6eFC`WI|~v!kp|U*XHst zr!9-`ZPGuc?sRus#U9p?Q*+AZkR>1z5PZA_Y$8`oqW4m>$2_D6CWH=Oo7-n5#^X5D zVcFNlg)4_cjg zruRhN>IPM`i*^lrcvhV|Djj*X5B-6Usl$IOHPW`}G$#w&Sy|@J7q22-kdEB2XrjAz_{#RwIDWe95<;ke2l9); zc!MGG%O^ChY5vMYUF$bzzi!aU*FF()!k+hCIAO-Q%*b|6*AtZWGeoSslw(?Z4=(cV zLPJ$u{+ySjHo)9WRuh|WYLRCr`!k*=f#++bZsgP0S06i^8DUD%?1T9=W|2a<4U+jK zk4B~`dfM@{LoEl7Cq-;3&F#WjymRY#CDp&=%T%bFWf9_@m^xZnKQtdP;FPi~31c0W zx7HVoXs59ZC-Hmg4Qs*3ws*vTKFad`R~2zkO<|>PWOh>GMxTyKk8HhQ?Cg}c>S!Ng zPJham^%$Xaacof<<^!KWF_`W`+vF^)5c>MV%N9e_6n|ifP>36kH+%;zz{p|m{XZ6kd>A%8ZzST z)O@U42#^EWVmfq}7YCZx(qCT5rJAtn4y>XV*rul;Pm=v!*BItQ=N;WB_)EO$X0D+` z^C~wq{ynqYC4FbfLwmaZ4)?wf8g2pbtY{V|8N)wo)tT6HDn59#*_F;A*V3OYA5W26 zZp-(moHUk5+9vPD&h98xn||(`yu74jbV8-DG#GFr_L!6CU-$3tXtc~gWpj6oG7@0&fJG(c<ID_m*r^HsX_VmVYBiZ3yiGx$ zGy{ktL2l)BuUuM~cLAn$U=B>Ek!uw@P(dx9o&PtdnGbdllNEy~9iq6L`{h5fREE7( zjz66MPC)nlk|pu`L9NKwFOLx=-4RocygOJ*zQMU9K@b85h;d5 zjnfUHak;ngMCb~qD%F0$diLF)l-_1|XK~}$#iCY7P1|bpk*PzNX!POD$_%RX#>5<% zUBW;@$o5#(V9~L<(S{aq#@(|rrXYd9&FN0 zulU{%dNcd`6DOUgQ;Kx&=zc~PODWx2V^!>kk_$`Uj|ISGOGAoRoGw_b>kcQ`EAHD; z3R-Hm5%-G1jMrY&pGUYS6;b@z{Z;Zws}wnqgHA)u_Hp{7x4QcxABUbK`UjTtv|ia6 zsQegan5pTVLB1RYi6{4*cCUZBgBpI{T$o3boj6ZwN;I|?=iFNscx#b4y}MHOvrpa= zE1Y*+2((1`M@HJ;V2+&S*aoxH+qD}Iw2)E67sG5jFWA;*bS}0M=$>1(n5;R+(Vc4{ z7tgbHPS*GDI1wm57mT9`D0B=S%HH{lD%8fIC2BgOKqpmB`*8{zJxrnSlJfY3H5OYB zhJ8OG>s1x5zp__HAEjXNn0m*l$!q)J4K6EZxAZ(Y_t~~FoQa1)?{|>RB-3d{;BQSw zUr40;o+p;jSqhso8`blZ^bT8F|E`-R>$aRyZ2!DGNLJ_KH1%NlaZGb%XmUM|AiPw&nd9Xn39=8**~@CrJ=*e%C!4oWs~M znx?ZnM&Ir&_Orm@otJIg8*65W-&^q9Br~gGjRwnw%)~>uZdOX;l z@D?MayMtf3oohbm=|*?yqq4|soX~ytl2yaI>=ov|;=fupPA59SicEYf3D?m_Z5cGY zufXT>NXV@&B!7rEtK-U6>WlR)I3W^-bsG7)Lw3bef63{{?Rs zNyv-Z4^E6k&nH!7emv8%O2f>DY+oaF&!(cJi>sK?hWqO0pOwkFBWAbM^8d8wnWB-A{Ij#+5;e^qjPR)MoGtXp(7cd)zZ&&C144wtCAL~Ur>vEiQbSB{INDt$zY9C6CQ6fv%c}J=i^$%;Ot3> z-=rmysY)J8LW%J@X*cQwgAeuesjRM)UNXjLG!*qVQ5G4jiT+amRnKssA$|wM&zbt&8^2FysDI3jC)m$GXKm4}h5U{s zHg=pX`)X2!*%s1SI$naYJDF`lP=cAcc#SnK+69im;dmeUE~09UBI_Bec51yuAN?IX zlZXE9HBrV<=(j}@lD)?EbjobFVWSxQ5~@Vl(7VP$FuxLK-ADGws)|^#q<3#%{J$g- z$Zq}rB+;yc3}+ge^8SHxZrVn0cgn{;FfiKt19hWl!+AGZ>hW^2nJv z147vw4*f;y-j&A|J7(8-ZYo7T zyyN{(sfpq}sq_tNdoTIsti) zyR74#*pYdssq_c{nZ%gm9hhs5LA&KUQ3m2ZfqxDDz?cA%+t&O+u0i;J0T5m&0D}1U z|4snp&73c=^UFPkx|O}4u;$-uzl9Ts1KE34r&)D6GZxu-4B5`9iaW^4q0dD|+$d9j z1Lha1Kn}3h13|cP2q`K7QYQrvCh)E!>E?V>4Qlcpq3?}?kXac33}X#q9g0vM?gE(C zmt9Bd<*_b+lUyn5Vxr*S?K$AVjk>D6tOvQf12JXp4%9#IsjrOZpn&D#+vP>qz1zEb zBQE$KCF>8YUlbt9q{w=L#ux-vgP@;R3(;U;3eg;up~$DN*nR`BS{6V-OBIRpU)JDv zRJ{wXmOox(fMHER3g79j1Aq>4o<_I#r}&%?7!6+ziOu*;m25sNG3%Iy0ufL)gC8ht z>xL^}2wt#BSb7&w1@_Jqs8SxveEvE;1Ls)QNP3ykEu@e^*&m3Hdawqy!rw7YL3*uj zlkgcznt28%n75w0Rz8E^YU9vmF;l*o;-vvlxJ?N(`7WJ;ht9jW|p=&G256CA)E#L?{b%aq1JgrTeN^Se?Oq)jI7yS&kjHa=PYJ* z?7(OMH4~%W_;$4mcssefd(eTIpwxf60i`5|>vY@b?<4(%3dnmq$yWtV)}8{OQZ)#d znBQ7ULJdZqw|JsL%=D)?e=T?s9Dj$%DD>E_uw`|6w;eSInH|eG3FuC#Vc$ z@-S>)truq+T&e;YfG=hpLT>pzB)A?mS7y+~2NDNb?P11e4c(#u|O}< zAduYtwCuqhF9xk7#$VNglh|)C(Dts6OY+){G{@+AOZyJIyN42BO?ih}h1!3nZx;7_ zlW&*I<5lEb#RPgTAsJOLF0)q%0)^_TnIpgkGgUp?h6(LZv`7q)BM(U;9%r-wIrx zYRl)tZxNBi?ZOe?z!3jZG6!jj|56Azj@^Tu7J&qGSf9A}w;pJ%@>m|1^Jh9Z1sNWC zh8lq(0@E-)PEc9WGUp&Y3p&ITpi%u7DE#EPBXoqI8t}dX0JOo{P$%xURCQq7ywO{U zaa~EV*bT`S&l&e$mv=zaT@2-&Z{V~}b>u5UjS<+sxoP($cnNt}Z{+K#T)xu^I}z-R zp`H*USv`SZ#bO1E-`@hXR|$MZvIB81K-|2}dw#9wyI~5roLrGReSw$RH-2+iuP$@7 z+pN5|EPP<16*_-&EKGE)`v{W zG%@}SBW#xs&j+wl$rD!(#7tFs`sxE$-NqiF=<=@SxCJajltf5k@X;qWV_|RFDk_e8 zWJWhEkqK6nJ20mrpwF*V~XQ3$aL;QQOQQkacI=jNp_JA zC0B1K(rkXK?^u$7#&bJCv>7d`c5;Wrs0f-=&Q??tK3e3g_I_A9+fUz{HQ-h7M+ zSV?dWD#Es0^W-K%S1Xl?>c*jz`m@?03zTFP9eUzt98k_*yslYEqn@`YotB4xl%wVT z6aQDHd+20Okb$dKAQM3jfR0lvC>Vi(@42=QpdOj1@Mr9D_$Len4ifq%Q5K_vww@85 z5+K@%_;&%#e;xUzd82~lq)$RtNx!?KJPUCDCV}a&wYPhSc>XQb2?431a_mF8xs-vG zT&3)A+A8MHW3@jNQB#ulfG0qhKo`J2MGWh)RTEOZ(~Qha@Av(i+*X#G$eczWb+~R& z+jue6<{KfP0`5}Qpi;U4(&k76YcO9}K9b5w`sB{RDs;(L3@LnS3Ug3Mq6Rqv^_7;OFBa2N4 ze<*TuwkAJL=x{q4Dv@B%HUBNM>IJ}8-LjE)+b&-4OOU@>?Y|fH=2$5V1|Xu;o4irM z70=63^| zDsI-`FvJ31xHREAzp}`F$3-WX6nzNUNvddys@SOp{(ShAza}1HW`Zi##tIWR+z6^X zx>-yLKF%N~OY7@%1Sw6s)gf6t?v7r>W7Tz@yT?b(iIjRg90V%3yI&K zAJx!reWXL6s?q5n2WJ0u^CB+m{s~1TFK5lGhSGAwadCQStHL~@xABo*ACBua31`X=;f7-v2p$0USQpdJ^(V$g5kf?(dyi zfNkR7?PQx!jDUrajTNn;H*w3wjabN{RMRPU=1v7E=}+nNM9x?qNstzwvvg~^FQFdn zKf^;hq!plb_MG)55vruR^m4F|ZZU5LPfB}r56V=|6t`g;KQ0`ZR~qlZ1Iyql(ymx92l{dMq+?Cd|y6inm|k3KLRf{>a0$=rlc!u|AN1-Xc$45IboqHO8X1dQGZP{RDM7M^>Y$tJqo+bWx3w^a; z?v1pGez>fyGIEZ2xL!xn0bt`Dyb=A;?LKRhK*~{iUGO&_F;m`o0_PWYQ zPd<0aUfldG_gdymGSvym%&0R_^7Ugr%PBh}vu{-TRfZa-5F?E1k7(@^)FvOPx@V%8 zbET3VNt~?q=Y#`vBv8eLF3E4dDGlJi@kuU-DGIcPtcZYch^$CrzB|8W{N{w_O08Lj+= zunZW{EhOa7 zb@-MOW>SL20Ek-=Z8blGu%mKm5SuW)L<21C$eXEDL?U0!^WU;A8kCXz;KCXHRLdmn zCNoA=X@ut8ztCOm`8o&c@6380EN+h9I3n>QUaOA0I`B+WnpQ`c-FxDazsjgzw>z!( z9Y@E)GO)Za25_F2sSG#S!Z!j4I>QWkL|;Zs*Mmaf`*3^@BbkGhNl;99;(5^n`iEdXY+9WBbUe&C(*#wT~tM zN{a|mgd=b)9O)89(^AKmjLl_rn4&S&J@~K~n{1?&LX#!bP2*e1$EZ z?r2|v|FR}Q_?z?x$p$3*=XK3d%Ef!;YcB0{52Nx_C#ONw&YJ)gfi`!43-jwdh?=l9 z{(_mS3=!Ljl{0pYVRveVWCp}@5`d@)s(R+rxIZfOB1-cTbfo=#?CGTPc~{*H0|`X& z$SB^GvKt$+w^_KP7|YaT#w6&64BmgP^=W5VthR7ux0a^&gWcb>sPOhN=+-Ci*^h|K z_RbZ}>-szm@SkD{(6&dpd_QekE_7+KcKz+mrR&#Ze|8MQaea+Cj+n6Y7#>zxETjP%!e~Jq zIDsfroU8dem`6eDGOF!~12fE?=!Y1_uWl*|y=~+!t+uH5W>tk8PnIhU%wGo;zcEZI zO0W4EjnD_6eQYzfwNmq;mA(~XmB1LS3Gp&+d|p9bcEf_*E&Ct5cbKKvsya(dAEaLowEbvdoRdMQB@ zC(v{l*5>4x+O9=V6nJmD#xtbl^zdfqlX7_b?3I&^U22ia)5Iz?KA+%~&#>BF-`W!) zSZA%|toU|se$VTfttp%}>lU2B8S|SLF~tQ{FjIUx(x$&VJFld7v`T2b)zO<7tP+aQ z@*U`vKROau5Z%nR&m1hFYIdaHh*U4XF!zLWa@pYz8MjT8(@U9AqYf^nFZ{s?s5n+? zPWI1fo8hvnP3ktCx8_IU5@kGlQ=r|$+@)3DkNLe;WG+9C(~h_+raBNwLxy;jwaq!N zzmvDTG)5dj$a&*2jk?Re*00cSr*n_@-Y)N3#rbs1fQi2{t$@E5c)>3oI?C8Q&}X_R z2cjzRxQ5x1or#rk>v4Z9n^6h8(zi0FKYeiuj`(=*`B!Z$kHRuEkqHO@szJur85obYmR0NB->#dbBlyQvcDda5goEI zyWZ2tB!~dEr|T|;CoR;Bqvf;9?3fb?)O2qq4UG*;Y}a1m<-4RB+onAxFB%Ar* zY<*!%fQg6UhiPfU|5e?2M#B}qYdd6!7CoXy??eegqJ|Ki5WO3H^pHd+Y7nCLAVKsx zYSb`#OJW#Z1kn5(+OC*7a z*B>Xik*69y=0;jhodP`r+s1?v*}GD!aq{*Lh%s|K?l~3aL$Kc=)*-QuRep}*R(iA( zN&T2#bVX=8v~*O}03#_@T6$v&E*v15RWrHhR)mX1 zT1LtxmHol2TR>3Qnb-F+jZtH$KX4no(OAy?%JY1Wlt|F1;{q1|=OwDwf90<#5v`K# zsK>uCT5B0n+n)5}$(;Cfes)hMv%=D(_XCE150x0c_lFZs``y)utr~OrpkRC$GMV78 zFF`$diiz%AzgC^*j8>ex1I4I4^8Iki{i>$ExYsS@tft? zh|(OD^CGXxc7f>YET=+DBoH-(A6I=K{qTkh~9Q;jAtc^76qHsy|ViVhD zIEyy;Caq(xQZTEh5l;z!K(`Pee7O2%hxO%w!L3eJYA$th3U=QoT2spvcbS&OC=I?C zg~2~;X)hS3Xe_QgoZdvm4-4AzTt|d{i6bPf4dGs1Zkag~#&~TKCGFuYUDzTdcrh4n zP7g2a!@Ly20xhTLZ|pnlT#-F2Au-i|`iuJfXpIli2AhF*Q;l?!@7*}?ESHlDFRNQi zlj+o2XXhXvQg!&I)ww4z^<0i}#snA(*eunKC8Zli#8jzw-FXacvYp zayX}S{@lE}Zo(!bwo(1maVU)2Yd_P{-bL5vet z+FN~Vg*+HRm^pZ7jQ%h=g=jPVCJ#$;tfeaZ-;E|6Dd8ekv&M~53%*ajggX7L4d#m6 zZsZ*5mqf3b-|SSrmJ`sRq-yLlWK8;`rOWS_g5jmGNr=)<%>OwgF%vV8%Vgp#`{Sv? z?>!^Zn&y?$(jC|S+2o^|Ya21w#s>ulRQgMN1iI90L%%fyeXjT#c_w~`aJ-8-i@)X~ zXYngH<zWH#T#oWm}8d>xH+M_?YqULc;m!2Z%x>nSZ+nwR9vfQ`U_apAuRZcxTR1CIe zjkoDl*%vSXd$v-F2DWk>gJumk2zVHL2IpKy{Pnuxf*4e$L^qQ>cUt{PXga=T8f&0S z0-f5WRoqlX$mCT<)qM@J8vhudKA6dS`Xwc8^lA0_cW+kW%-AZ$C}qz-XK8y@f!UX` zFY9TIy$j&25^mV~h4FI&q>nXpg?^)^rpP`Zb6MOl=2&k=EpqU&`Uy7!*qF~a6J4EY ztd~&@n9@Tm^XaS`5lpqZRCO(Q9yX-g?>Ry%gjPu~Hs0L5oOk7p9eSRv? z46}~V!{Xe-gXcfHn%ReBFppj-<)EVkf`k0;<6*4%OfG@WB(OUJ#xxqkE;K+H?$!-1*ZQwFn$)e&$ z1Nq5_v+W$P-%&||x*7>%s2Zl=2w0*VrX7mZ!GO;^!!n%aD^T_%wVh5>7H(Fw+?7eO zz<7>IeS@Y#9BCFI`yewB^#4Kep4w{&Soa)K3~l>=*nE`#+^^6ECRM7CiSBejzb&EX z4x;hisN}t2fEPJ*;d2fxdqZZAvmJmQ6hSksR~k@D!gEj)vp>66VK4Q!kM$c=(gw}L z_h%otLE+V`T6;IS>PN^G$aoP5h?^rxmKDV_sF4ej&14Ck16kLvrZv<50rFG^9F*?= zH@aeHea34RVbmxM_V2HJR*>l^Cqffc?5qRINEO1QfZi&bBz@`s0-05Q9bO*7ka7RVE5U%6rc zyjXvyHw6GUzpyt2GB4qikJ%X@Qh7L2czS@5@chOd+ylu?q2jmkwl6@Ylo0?BltalM zrc?OVE~C(7|4Ld4#^HYy&vKw*zX#x4?9tckq3hZ)hx0qMMOhvyIdpsd-u%F-c2a-a z+^-r$DuYk~5aPQ3f*$8s$2K(X-8;tn;WV`YNHJD^pl^FMi-~`KzGe4H+UJWCR00H* z^$hv0Lqx(MKKfPb!c~#VRR#b=rzh@E3(kDRocBcsznQ0Q9KYE_dfWw5FrqgHo|8 z5hb`=S7!)*v-Y8ZJqz@yh=FFOK&mo&&R~7kry_cgi|se4K?WMULJ;mrffN1;jCpw} zqw<09l|MSjy%X}##xi^{z)r#zLV^opcl{V-EKPvK-#v+nzN)_gI;A`8RdpoC(qKE? zxIKRf@Cn_J(k+t#>$>Lg$z3RHd;t1s{#suEt=g(Z`K&E*WH5+i#OyN6K@9v)oRoNV zCM#g^I%8kR2N_9FTW|QX9B^mr;Ljc&8JeZ|2BjwfF{2HT_4VC$*#^|U!w9yy^&yqq zo*gaYvE=Gz%)Jrn1DcBVi_`sX3e9~1%Y--I|0b!ApeiguZcTQD-fEf!+l^(s@<+J8; z?;wWmidUnJ3m1Z#Bc1VSGz5pMdu#qjjQi!EN0KcU}+azA&rSsY26aCoo(5qFHaFR#{R}a2Kg5!ofm8)(#N6xBt5@$F(C! z%>HF~oYVw5M@ocDkuNmfB;H>;zf}Ps89%YN?DpLNZAl(tMu%o9}RTNKVu?Jm(=PZxl$$*-O^*5(+Ig_m^c4^;}jG{A~&&w|j zE8Wr~yN4UV)EWoC2)Jo-Ge7x0yNMDuYFb>RH|?8CiYvSXsYe=tY+S6v_ZyLQP==Wa z#`ze~bkV*I>08-yQizEuK2j<@ac$rLvOGv`6m8q7;_fCIdLvKSKG`0rNEjk)yUCg?U)qwyR@pO)e^f$G8 z>cnFk?)uN%&%krVjJFJiuEf=AGeNYHJ#O2wD3T}Li^dy20$aw)Ii{4Y*G&$oFxVp- z%1g%^M1gmB+u9I&Cs;QKC2GoTLX!;Dk3`dtXWFZUKT$XY0863yxZcC14J3_P7c!}K z246oB!Fn)J`>mgvq`>Q3RHZ8)F_L&3A7v$;!R}|HseRA#sS=tVLFT@yg8sx5-JMP< zixWPKN=)aaq5SdKFy0gW=YwX7xR#NJ0inVtB0~2qf4nM|ficR8n2$9n2&aBx5zC~g zR1X((hBIO)RN1?@g&-H&zN0^4LrOVW zCASq;jc8cIDef*0@ZRR5Z>r(P8mENMVP`rG;obI5>_f1dAPw;T+LR$pMU8Qe!=Qe_ zOA1}GW<=z*x^^3TvG)sU9s}H-m>IkA!_Kz7UIo*ZlRs2oJ-X(AoX78FU~h!;#60tt zhe^*1+>j1Q1j$06MWOeH*i?a$kw_evo_}JbPH!{@%7$6|*T<&ewLevU1Qe%UG zj!QU}o_YK?9DHBGDV*7szf)GINMyC*8O~f&@F&XMU4|uTwVJI9-9!H_9h66M4_EaJvS}s7NH%Z zw$xrvE1b<(3gjIlBn@Sqv|Gw4GLnJ#rJrStO;~Kp$#`P_Qe;)Og{=!SU4E}Isu*Si zYd*IcO8%8$^D7vbm@)r0Z>9L}zmn9)Xcjj-`{+vixm^~?{Ro!=i`JM`Rh{iL3#A&Q zi$YB&IZv#a9X+OKMMtjvx_^Dwb$Fo5<1;$pz|rN@gKsrxnbQyFHwYz+*%qtp;JB@A z9?jLf?C2$8EVgS&+Sb;144aSNdy;9b!0MpALOZ)TO|DnO+Wm@hf8_!#_C8jSlMeFL z*DfGp#Ymj3%`%6X>0@5#^m!4sWeQcd)!~93F0{~z`NsnN7U z%UZMQXf@vdSx->Mm(8inQ;{fsj3vJ&x&EA(4B(;IcO~a@1Ou?`mlrC+`lf1}QO`dm zy8nk|A$l%!OdmEBj$?APgUrX9gv@P96C6YBF%;IE8v>L|MisIh79KV92{kY76Y5hF z;(`TjgDF%ah@Tll%X34HnIFKF4;bBNyQ>n&A_n>+|3kTrCfs%jGSl&p6Y;= znG}2)UQfO0n|^m`)HL3D3LGPd=pmZr+2S%1|3>CCE~5^!p)`f%uY(BItVoKoIxOly zL;D-OuCwASo=PTzCFGT`)RSEk#j&*5a<>)wC>~#Bfo!A#(+1slE0#X{H{zSUMo^WY zpjodzdxrtpXNoYu<22z)pa) zKJOAw5UYs|93w6lB-`IePM5tnmb@BEM)#=f;rc3gu<)pFDL{7PdxpwH@GXkmKg{jL zC%{lF3#4tUHO`ffp>y+fVY0y)%)%JhD7704iA~|9QRAOPcqj|Yv=*df^(CdVz7!_GbVq_QZ6O@ zwN4E`<P?bzhPu}j~`{p zvRdGHqNTNSHPaJIX(HV~vB(W;=kJEJoOWcKhm_S%S-;qplQk?G`&IKIDMa38g_M!g z3C71b?IA&<$W7vc1~gfv4Z@~mtJAyd*6@+wJZc*Mt@U3gS9!U;hg|#=Jg6XhzAl~3 zC)x1$>Pc)Z4HPZthsvGmk3>+Ou`=13!(6v;s=upO^`o5(S-}L^LWfir{~Oz_jNp6*dvu4M1v>_Wt7@o z*dC?4IkOB)ckwhh!!}9x*whLewl+Fw+_56wa9vj6=lpBW3e843q9uaN)Saa2;!5l> zM)3zUHsJ+u{s=l12UHWcRxB2$x*F|u8v8w+hp++;>{1wuIxdTe4Lg2xp)5bAgrR^} zF3TB@CkL-uW2`335p9`mSszfBO3D0dk2_l|%+kMQh~n%gG9z`uDiCgx{ZHTSiKF-_ z^xF9Y&Y2!EEx>(EWPXDU(Lk4i<31(ngh}RwlJm%I*PL!tppVJkA?@Da!W2ol0Ie=uE zVea}#^r-ProvZ>zG9K9$$}4{R+_GXU_o!?{(Y&NFJIg!Xwa1` zz9%h=UGsV6=jRKiL6spcPu@*pr7~-$xtA?T>T)S6QS;AesUNb-?5VR+Vs$%^t%juP zr5A#jS_lOpE`D2@t@d6VG50*_+)W>rdAJ954PN$g8X45-aivm4(r$ivSuGzLHxxf= zc1e(VNX_|#`uVu&k!&_3R z)29a_=)*4M6xgRlWm4uw@}aa$BUy4iL{MpK)h}eI81b76KVr>yS%kLqdF24$|A;J@RJtjg7_N^Lb#yxG3`I z(I6`{l7-nL9@TcOI8ufRouSps>HYC1t;|&yOSd(QZ~Gde^u|=a&zSdIP;TAe7yS4B zgxay$tnp2TC|&eC+(X=if^Yiw&2$nn(@Db2p2^QaXgX&mgO?LLhl4o zv51-$ipBj)QHJVRHtc;`70L3kXl1rv#XREakMQ-zo(3@Y+J0M5y!L$st}$bqEWw@h zl{*6cZ-sB1!+LYg!bb0O^OwzcI3dm15>dob3x$;Mtx(4+zUA?hikgdW%m+JC zW1CMgQk-kZ3wN5Es!+C2I{$3>O$GPww7#k{#`svry z^Zjg9bYCO6h(ZGbsm4#{8k>CH8BB-^-^ce~Hb6H}j82JAljN&eOz z>DwvpP$X#HL-jh2DZb3ocdl{f#$iL~JAatxFR^kfM9@LMSTRaD@`;)_p5OvQ5%f`1kt9$z2NQh|L*n@p>CyW{Qrs;%&%;(*^?2a^m zw~-wy(8nl0yW_fb;#E1hL7J94dH+(Q#yWHB{#pN;JIkCKsrfR&#aq`*c!F|`Cb>m* zR8I;m$>#jF*Gx?H3L!?rv#;%MV7YJ!8aY{U))bLI_QFF?@HarwIJn*k?JFbm)eF`_Du1`stl@&{+Lr>Q1>bN>To`BUie@+!Kq zR+=Qx=j8n5JkF@&BNfuwiK*4ldgsM3penU4;goYz;=8!E?1I&Q{jR1yfxe*(r;dZ3 zcUL^QM``%7#q45@$TTb~iJXQ1D);Hkce?kVhA+7n|LcJl{7F!1!VGm;tAWNJO?rj^ zD3E|uEl#h@>9Yg7|Dnjhn|#cr_2v1I>nmUSbD6tffV{s^T6xGdddVsL->2gLqnIry b>4HQmyfWE)-Zk$U_)&hWp-}P2BIN%7;tKb; literal 0 HcmV?d00001 diff --git a/alignn/tex/jvclass.PNG b/alignn/tex/jvclass.PNG new file mode 100644 index 0000000000000000000000000000000000000000..37bc8fb173480fd5a59e2800aeccc03c5afd527b GIT binary patch literal 62036 zcmdp;byQU0zwQl?kVd3iNu@)E0VD(k1Zimj>Fya)X^>Jn2BdpHkS^%~9FXooa_E$< zyT{+}oO{kacb#?bI)B`=?jI}`F?(k3{l4G*exJ|tyy0(D6bSKY@NeC^MfmEaocgU> zcb0)K5bizTH;%D}AmH0=S9JxMTkrw8b>IgqOX=6rw{CrlxqoSb4g8Gf^itRL)-5tO z%-3y{1ta9vt^M^^a?+X*qpdl-I=IGJk8{L(j)=lHWWjxJA_&5N$_gaiGgISYu8QT4 z2otzQ9vaAHk(d_~m~#}pFBPJ?zkgXiSUIsH=D6E9C~29wB!S+VKWWI=OmEJBO4!bA z*6z5MAE}H5k;vdO2a%l1V?iQ@&wyx^07hQsGS`{w0KAyHM|H#@6W6ywOi|y1crKVVB)En$pm;2hg{}jq8Vg+Yw3R2Te zD^DG*^MSW>*(xzQDqi*7^){~R=V=u3zg%L(iFQae^qi|s0qz}6dHwHz`-w!R`agD? z4hLSaPpN*Q_t|ShCh9wgC2J2J4s0Jj<5{ov%BZ}mZN0L8=a@_qIVn5P|MU46vDn2{ zmFWD<^$E^#G+uf8xW1zVvTJmxQHs=gZhMR7P%_;+gffPa3?edC^qyLVE#SgDE@9}LApyH6`Gn9GU$yOG4Q`Sy31)IBOr}+ z2GpFHpCU7M$m~x%dia#i-oWi5q}yjP-F!gTT(V)!gxGDpxyH<38YK!$DP)xm9JF@n zq4#`%gC9b+EO)V8J8u*uCn{~U?aCWOJI>fiHS=vrhF4nhi#LHn?8K%*tm<{L|K8M~ zUyT(FgUiArN<%j_yvA*Laf0_gSoIa3X|A&v92(a1kpzN2-yBoJtUoP^L~D#kscVJV znW7GLRK<`lK3SsdW`}u2mP;INi`OC zpbzP*P8UBBdnp0)Ov>*tZ9cx3jEe6xy(H3-&MEH#W=X^TfLs!6@;YtW^vyh{9 z>uK7yceLFBCNk!MMisD6y1XUY_S(s5^d&iO|M(}}v9A+vZUqEEM69C`C>fp9SFt*bzJjcTOlyb4EejJXB z7n41GwLZT;;@qQz^KG=H6m(4X20d7ozp!P0uA8mZ9n6Kmv&(s#9xMDXLwkgiK`~Yz z(g6j^_116b&58ewj{J8P1UnD8W-ND**6-BPudy;&B5G@21Btk@n>Av&f1k{{s&f7! zNWuRQ%IH^jhER|cfRtuw_S^2u@g+0foc8oPXJiS!51w4*|7^Y|FHUBj1rdV=~x$11hJV89bBmxzEe2`JIuDhwU>dAzQ6j3%*<2 z>}7K|jcvTvqi6m+t(OM}P4?0%dvAk3;e76?g5NXi!p%-SG0@MRBcb^)q9R@f*`+Ta zB+s0A9c%2=h8<{s1FQQkYnm=H4Gf{2ZLf(5A0tc_EeLr%7)Udy4#NAfD3+UsyI<7)tW!w1sn#3v+D`9aT(TW2M*bggS}$YkyaYv>!N)@m z3%C4dl;v2nZNXmUR0lO5Y7BBnN6#Iw6eI=;ODf3MY3(YcsXuPBAx`G~Z`x{9#M=YI za1VMZVGS#Z`fxGerhSsEh?u3&F&KIR6pa<{VKI3vP)cmTtW}H}+j?Ikku9xP?~#PQ zH+gn{{S+s{1loD-Lze<-Fe6{K;&ngmRrRYJox?o{?*XpCo3Pp$hsJ~3&}`o~!F{c3 zYzXQ%w)TqT{%{>!?C(bXxoQl@Twf{3`jxWMm?*imqPWV%@2>labSI(NFw0D@L-qSE z84e5F$KPhQ{HkX}>^sV8QF@Cu&^f{a@x;Jx->E+f_%0KZRyk39^QJ$xanx!?)s+(d zY)tL4A)phlkK-(m8=yhX0H1@rr_a6Z(*w2zKH+g9#P~KHZ{s323-496?PBq}I!1u1)p)9E}WO&-JEu=s>I%1G;*)%n*27~tk5 z|H(2%l$`FcA%caIPdTHO3cJtcV^uTg{4e*-0~`%W3!^I4(fm{iY7Em--8ssdgI=Q2 zaDqccarl6+)%}A3cf?hV(p8s^kxPz{`+8dh;x3W0dDHk)h~EMSEPxL5xjKVp&icL! zxwgBUIJQ`6v`*$2u>K$qCB5$=ug1I-4406S*K&;f{K#z+NBgUCX{p4ki$5*DLB>Eq zR`Nn~apQk5hcI>j;#C#fIV$(}<=vvLAUq~x690}#e;8${j!;OoiFM(Fh0Iwg$LszDV=A&ftPz?(#S!BAcA1Itv$r|8jSq)t zS-Hb2O?$=2XP%diQJB&71omZ_b@2``lfQAl_uY~$)#ieZ`=>e%v-0#WM!(P693`=Z z4jdZ7a=oG=IJZFtLcuQY7_(m6*5yYHkc4D!aW;a!f>E+p>g-q98KVMdV|qiqh*J;x zEY?2G9y5xwLV6=^GIy`>sKr9@jB1ToR~woH_0R?wI!W5P2s3HJu%L|-R%y2I`czDf z4!p3rjl)}WXEktq$sX(b9fFWiC(>QHqu9OY$?gWt1YW6;6#qcrjTOIi-GuMEy@{}IZ}imN9VS>=&?4Hf;S>Vp&q{Y zPEfDdSu}DmP-k#SbAi96mBDs^#AMirlFm;gedz@Ow0eE|-l9DF$BB$3d0J*4HJ>eF z|I-c@x*!1>?edcfn-EK(Y`x&hE4TurF2j4>31Y+`m*Gnv*05Tib?GI6_9C`Vt)Py6 z#9D_Ma>j~jr7w|vqhQ&Q`$<5(KZGxT;9&CDVge}!Dr|vDcox1stH@<xac@ix10qBjEkp_NfPRKeM+U>YW5Tu<=$G=~rLw?_EirGr2Psuwu=GPouj`MCe=q1%@g|I-dT z9JAsAy5g)Dx&O1)`Q?A_!>LMN&$5(NUfWHb*GrtQI$wI{Vw4Jg~*{|p3F!P4)*+E|0VM@g^HK_kjZYSnBZP$D>j(nVCAn>dN9OQp< zF^?1+1Pks>oOT$2f%DIkoE(*%*pZv^2D)*am`x95T;`_H$d|F?6`h-!8n3l#tn*Xy z&wk)Y{;K-+c-#+I1tl(Rh?PT;wyA*PV*5KRyvO+ZAZZnNcb~(`q~_AulQKtNTh|Fg zPr@xob!#_HTqQumQO;0Klx;PJ5nrC zi|86pP~I_W*X{!G7r>>jp_@QqR1XV4I^j8cekyf5X=Yx;c2sjXX*4r~I<8rrnZNev zZ3HxwLb2so*@zGLacrWqPO^vLsy^9JKsuOuQujLm$yHK1>~qpMProU80lZ?|XH$Qk zi-;Kg6j(ALcN%w5)f#XfnD6lv66l&xbgn=7?-nf$^7^0k4?AZ93X_tA4{)F6F9D^2 zZt}v|Ep;pfX!*;a{rV{N3}!3?pZ%`9(yA1@@q4s(zh(hV;YA}s7pAQ>m6|_-dnUNF z0^^gifN*YTRj2h_s|t9r@GhiBJVF+|?db1a)x+TZK%AjHOkx>KAin*5gk6I#QqQ_^V7ZAV!NF=PK2-!X0)b3S5pekhGP7LVnJTe z^YwzXT|l(yf<$uH&ii>+0n$%`4?{Rp&(qr3;U|q-l`DF@c}zFJ<8`hS7&$8~_n%b! zc$b6xI{pV3r{CP3<5IK-eojzv0-C-0mDBL>yjL;c1H`I(xwm1}oW~5IM-cSp$&oOy z2u&i|1?G-c)5%6OS_cPuER6fN=jap{0u^L<*LYAWLDqQhmgivR?Zw23ppPD>)W0{B?dDWG9{ik4Yly6v{9=!GRX?9>?4wbwp zpwH0w8_7gf*aI_*JIakcQt-0|t@ljY{N<|YUQaNly@EJUojI>uU+nVApqj<8>lJhO znM*Y*hKLqAXWrB5P|*@L_%IYPO*oOYz>n1N|4KMWlTdnXQ1WJZ>-9Ua$0|@1IL3*t zNBT?*D0Th&2a)@*$+xYVW^Eefhge5jfCyr<3KT7t2C1uc)g;h#cNHG;fCvm~uj2wy z1~vI&6r26a4=-&!D_gFQ%9CvO?q~_gG$}^^ZT*rhcWO7`jUt#zqEyh9`XgwvNAmdF zVhV8_5y%`+N{rX}s1R!QbywBVV6ydU=cua0O zoPOB#WZdZR)F`gj)oy|+(^l|NlX6obNGB-4QHK!WluU*N&FfB^4!fVjjwz4*hkNH_ z?Arp9l70rUy9ddlF3;wXC+Im5p;kb_dZ;S2Of0>8CPda8vJ_mq2FAr1ZljR=U=(0r zsTcSd_I4@d#D4myHi;?85d;CR*KJkyD=Iu^9o-=ay3V2VJ&4PE0^>z(J#T(*@K8(^@8zbig7^7Q=+-3c+b!2vX0P8`s^l|9p& zeAa5AU$mb7Wc!auI{7N8GvfOT@7HK-QO0n;vo>Nsz7Y1=eNaOX$WoPRPMJ?y<#z<> z7}Y18Inz&1??pq@sAz`S-b1p2Z#{!+#FG2rf3w~HN=iV$epiw2u=3fUeAr&V-XveK z98*l%zzxtPM;S#CX~20dwS_5-u(EmJ#s(6B3JF?^V?(OKaQSOO@^Qc5 z5A9q6l5s&0E)_P3{5vb7un!mg1;Fw(e+si4btP@0VWk+a;;H&6@c6w22QG9lZ;`x! zh7R@SY=h=NE7Fldbum>Urq^%Lk6WG^lJ6G1e3*v%lYbz}za~KynmP!QI^M19=UI^; zoGSx##>cycX_SdN(qVE)v@_{4!7yh*y840cv!H0$r6izM_gy;#%$_W`Go6D&nH_hT z9kd{F7v7&XH3s5enFsEVyu4V2zkYwJy|b;45M5MbApL|{W~b#P88twpA-T=AQPxSK zRRbVf&dtcur3C4D^(QQl+k|Et&%NY(J}Hfw91(y!Te57Qb^pq{>We)X<$eg8qyR07 z5e)T{lPFc2DQjLWQnqre!wfv<+*ict(N_>r{`gP>)GK2^L`vf>Z>r3#U4M)aAKK$! z>?7tiPj;)jKHpSQ7~x>of5RU%cz2R$ek16&MO9a9tur`{y)&G{S`Z#!;A?6d8C&_( z4tr+ILBTBo>G+P4=-KZNH_mJZerGF>9cmNLNQ#s6^`~m|>3CLqt@XX26$vKxpN86N zm?*`*+Kqsl{JwX>p}Z~ zz<0>fiJON(4=c%kr9elSLi$Qm$ml#4$L?1}wGOMW(v9HF#|S(>!T_}T?Qnl1g`Oz@ zEa)WE@tVe1eUXnR7msX>*f0#^h7pl@EKzV5F}1JO1NpAxP%F|hq1M? z+HO2yrt}P~6rH&c@rf^Mv z%8+a1C0iZdD^`JFgMROGlw7IhvHz~cjUsoMCPBUlG(gV}q@!D9tWXgWMDhgnszD&j zZsKBMiBN-Vxi92!xpmTJMPE6~%twL2Y(Ds9QohE@S(oia2*6k@52GA?a%OAE&$7*y zY1iYmmluF_hZ@|n(x6<+I;^aET(5*~f`}c^t=wO*X8CZJY`_|rjGAY{dY!QAU2@5@ z{0htW)m1=+>>w9V{+ML@i8gww%;?+HMmEuba}T{JutMDkh%QyJw1m>>NbfwW8E6G% zZ8St@pZ8?F88Uf4G5XQtvRtLYY^)>6OE{Nr-IV9{OrE`+cSQncO={F~?7F;!&de~8 z*68|(e2Uq`)1UoT@iht;gB~uBU|>K{EXxV=hTqfeK+fRALBqHfl~{q52vmqLoQw?X zUKX=R(nrr(fCuU0yYWh^_!PawdbnTkk$o%O)*biamr|^^q!RN1t~P<{*Z_9Sx4xwm zh(Ru?5*G_IS|Sh1cqfv5rga!%-6>FP7gCZ-Y80YLZ@K&d@)i}Os=tTmw~W#_!X?*5!E}B&2j$xykuB3`F!-T+i3zg@qFseMX>C}W0~~H1j+!LpDyIH<(HV2U^4^Nrc9s5cAHh!LGDdq&>VX3 zXp`;n{kA=Zoib+6$V0>V>u-222;%m)UKGp28;>lE*1Q~{C3d6~?a?+V!$bUJ3%*ZC zIm%bmMBVmqN$D%5O|VUnE*tBQv@aD}GIqHOuiWp>H~kM5R?GsT)4azf1nM^{iuRm{I`oLotSHeV;X*HMh16J&U(cqKU3Li<53W73) z=!rY(o3WrTmTcXAR8&|x!9!vcZgr3@!%ZIF>-m0|6Xy`nB=d-59DE^TM3l_CxS$fbH}@c}1#|^!kV!SB z<{s(D-f8pfv9W6^yZf9KI&!z7W@SDsImxkYB&?SNJ+ui{t-=Q68ev% zjBNLd*h9UNU&9-#G*sbCCzp%jd3c{mO-BYSVN?O7Nlfh7&{%5n`NSV%UmH+$_%4IK zqiPBXW(J>n8fgJF)iM7r`@H+LP@PgwX&HJk;`ijIrPps<%lMKd!J z?F0O*khTd4<6mz2u*I>UwB{k3oOC`xExQA8f9Y#;pFHvtlW4@_Ewwr3FJQB|$$q^M zZkgU^o|9hmCc9thS^74?aU?&CCIqHy^!rH4+T^1*xj5|V&vfLiHVU)(UPqJIb9{8v zd=}J)MY)VmB|9Lf+a;W(Cee!TUBJZtC(P6u>)yw)C;+mErrvtwfy*uP>!>)?%Pzp+ zZq{99ktQNrQ{ahU71%939dr=8$xr^YNz1(??ogfuLBFa0iZ!6wQ?vokW%oToC2(^_ zZ#bNf?YDuW0d~C_DPgslk1NB7gB!k!`3K7RWq!0S`<$zl6aC1;WhX|K>Ika^ewpm_ zy9~|?G%W>Js6b0I8C;jMx2*}`(k<5POWcSt{uA~;NQ%Nb9MVOvzVd}%Dq*B&U5)VQ zjUY|6OLbhA71=XqI_4GH;8%B#mCx1<%=7YTEp{KYP;^}PIRTO>R)yFDEboF_)RfY2 zpKnm`=M2kdYk$aJv|Ep2lRx)%SMOMRA)ezq^ssjOyPK(j*BBqH!kBH|^;Y%JnVFJU zjEyfJ`^(UY%R&!&yxZh*v4`@2E*(`j#w}FWsejR94#KW)rBIF%B7OPeU{sscGDyn_XL|`~cRM~6fPU(0Is`{~;b#7il zp_oB%S>B`}D!ysB#%os)OJr^YD_o1*)Z`Lv3VAa=+N^gxN$Z|qZ)UqdG}HlAN2tMQ%tPlQN8jcT7yh5+{s(6lRF88;o(XeQfMuLWDD51NN9947V+gQOMEKcH=NBNwk1a&00;~wII zIUsV1QT(;#UiuG~LHwWB*pwfWqKdEw%~;Xyn^1-;i$!@QO&u5H;NPJJ-?_7yp|HAkO2p?Qk(RDEB>QkWe@B|W<; zlTJ(pm9Z>*SnF~FZ#VcAOqd`5aj3lg3f3e|qYix?q`36r@i{YHKD=e|N(H>%$wEX; zcSkuRZBOA(zv^NfF2&+IsATq-=h!>_qOZ|Jqn=5O?H(I8LNqdivxF;otL!nN&iQf6 z7u4gf45}3i5nmk$^6Yd6 zR45Ea)Hl;m!5*#1w1C)^^(so_%7^Z+=oe_vm68h+u`J%H3l({ePJ?Z9`iX=XR)CZY@wkFilo6xOqZw8@ z*0j?fpO!3ex!uCSrFF!5U{^k-KKUIaVoKec@;V%VpgykH+Xey2_5kTPZ9 zdUKnQY;t|5ppc1r$;t-}rdNnBlmm+%wYV2a5C+$E(sg)w+oO^r1#i7MMM?X7^SOQ|2vH#n5MS?xvaD=9KhkH)E zf78pjJx27q&RU?`{6MV}?|h&5dMB=G5rc*P(FS>vJJJkB2$exhqs8Ly(m#L^!YIv^ zulJrG7JB=`#B=b6o21%G+eD^W8HG;a+btRW91)X~G@gc;3OyaZklQmo{odv|-HqPz zu#c&Ze#xO@eDLV$X5lMZ76S#pzHRG^`8fqoKkGKR(EGd#9 z5S3gL(fIO*A=dpSthe4;IRJ7n5duhb`}@exSgdN`y`zG4b}fPx{1yJnM@>bpWSW3` zk53Q46D9&ZJ~#_+*>Y6+WDgd1yA<(F3ga^W8U%rtKlm6f%SQRSkNYLb0vm}X;Tq<^ z%KxeP@4q?0`0veE{tKT@0{hH$P-5Z|kc1J5PxWi;G=3ZdT4R1aAR9IA^e5UY&g}q# zzxpwNOHuHPD)UYBF<_At!5AGQc6R=6t)Ty%Xv`^Kd(-NR#2c``zC=rj0s^aO8UTG- zp#ZU%YTA!-v}@T5=8aFejJ`oj-H16YD+Qv(0mjlV=$5$tDvBFkmp$dRS=KL?2&w`{ zI$Q%hT z#p+$g)8~UBiEl6dqhFMb0iX!RsTh3(*>7}Q=`vs2a#V%{ypzHeCojUN2OU>!sigb> zydateSjXN;wgQ?xt>foY!1o0|8!eC&hLq(c>J{fUKj4_bI9pQxx)O1uPTN+a#dkQ? zX)al#pJnIrHmqeMhZGp+d;mX}y+yin_bQ`~axJa2Z`+NYH zTr1sX3jhG4E{}1Dib?@v9Ow9&5@z9U0eCKLQ3r{&@s_x^DUE%cIX6E&seE}@Q`=lN z^)8Sw6;Ocdt&*}%0i9pZt)mfj1XteymtMt1Ng>Ru4S8kfb z@np{AJ_*2p(I%6?HMvJSH)WaGe0F`(Dg}6LOKTD0+A)vc`2h+o!4^FOm~-F^;6dP6 z0UwBimdMG@gJqh(3?2y>H%Bf32QAG@`eradFOVkyTr&lCC(JmuHtRanuP90aRCoz+ z$66;EdQ7>LC8@^(tfyjK}(2asmwDlj>C zFTw?Ot>!VpOwjk}zFt@C&133UzpUd_ z<<;ABu?uE&#qrQJ|wgqc(n39dJ=EIQ~Y(4yTZ*&u^C3MfxYb32ta5~a-ebSA^u~}atddG$?%{VV zA^vY;+WNx8lBd6)ZzLOdZ&#atUl{=?)VniJ2?m$N-0kpj2M$4uiRP1;g$$lcVJ+4f zk@(i06hmKx=SXj1J4d8LnAIY%fDQfb0=yFiZ_N<+PBX0?FLNtWWQHI_b6A|#vB`Nq zeqz&kxGu4>;1GW$&NWaWgI)3;z@_dlaA_g1I||Y2JmmiawmC$K8jD3Uv407@%X@Ek z7AQ(@L)!63DLSu0``-i@yr@(?m8PW_b9w;oc-hQ3fKDlGUfplb{~Ykm(98#pjNKEU z?)_DN4j2yATMUJnI!qKvmJ?_kZCH6CGny{uc6kQPz6U?EPHH>eUkdO^>S_Aiapur+ zb8|I+laO_$rDIqP+2F>ikG&oB5&gi(<*yarmvpdqriginY7~^kqXTGRBsv(8eu}-b z%heMQ-!DMj=1B<)h9?h?$=C?vS?Qm!8Z^yNh)9F>f2la;Y*noL1-*d6*OtfJ z+zX=^?Y}w7;JajTH|^S~*2Yp~31HAzzl3-ud!!0r{;XNFV(z<2wa?3Ut^7VR;{yzD z-ovnG@29hy^A7{kV&qx@b}mKLLB0c_H+SgnQ0;!s66vLQRNE<7#96Ij50Wj zN=7DxQV;jT5(rytp@5|E;V!i!Ye(+~vY$;)2C7I|nwY>Mkv0^>pu48V(A_Y?LCvn$ zywdRfcb$3bq~zjFXE^k3Z>asWmj~0hgq6aa%n=_7z(iLVQ;0-3U5Z;8TamTPKrd zF@y#yU269-IAN@3KhriGv-`aHh=eoU{kG!i|s>AYi*t6igJpk2$fXS zcgLM+xe&({R7D3OtT^j6_1SEJT<}rE3wDQEfLR~Vg{-Z-3MTR3i9s5;BDJDP z3uYc}AMAfJzBHwl9K&<}35c-WFVgpbdTMxJEV14V4B@4mNDf(Wg30jj^UZQz`qw$> zcG6uWEeE6jBrge3BGHzIKNpx4rz1<4&{~%Nmb{1{l}st!-3WN`9H~fWU&oS1;(Jis!{iMh3dF=AatEYlVZtfE<0-kHVVQOj= z&&lJU*QP-sebsmf4@ATOwpwY2S#Ch`14p#p!444PdD=s$6KlI1E_P(VyqBM49d6snN0k zXtYy4OSJPGC);u@YgA|Qpgj9xCY}7vbiyNb^!G*IQS1|)Ryx6WrioV?`J>XzxBFVr ztnJfLZ_)s8T$#(76^-}=;bJEoB}X~akJvCuj}{+pX_rshxvSx91Cb`$mrzo7X$9?q zD%XTuXNu)$v(3vA@?!Yr`x5_cwNwnyn-r!W`UiUHI&K*)VGe#p>54bWWp6eUSf*_4 zT78>NV6G5tqd%P$0rH*ZaNTMMhC0Vud4IpLdmO3*Alo<6Dj%%A3jdIM;>f7H%3K`A z8|6~KgdP%lWMc*U!6ekVDzFz#K2!YsglxGpDMIcYsXvWp`#?Qg^;D=)!0e$ezB6D# z;`Z;@)7&;7VdaXkTy*{{A6Xa{lztMw>WfRCVRxgrltHIbolb^ps?);6nEpdvucI%WW^ zdO{w;BVs@wJn(M&M{yd(k$OE_nA@W%S&oqnDq0emE`$JVNGWz^!nT@A#Nc8j8C0Y} zYa5{Wu%94L?i2E6De^8YvG;)ZP+5duQ?K1KM)R zr;I{G!(eXdqBy2UFH${!h5hihd7n!@ZAM!&{52V}0m**(Vzr2^B6nR5xA8VVdsH2p zAHj*2g*6C2s1E%2GIt$9H30A@ZW`m9yCK06fv& zQs{AT(=+*k=+hci4gyEFW*q6?-XDj`Sg}RSe_o9KVwlhK&h5D+9P~V*_!3Y0=$Bh2vF>8@FNs)?U(H|^l{BN#4)e&b2 zkP(Z0SEAE$yRBbTT0(5cML&{J2j9XE%nh7;Nt8^&CygzJOTb@Aqn8~+I`R9Ql4eB( z@Mqg>vi&%l0xDQHKIDQ6VAB6OCGGTpbk4ofb#mK`lms z?~c+@3RZ|ZTo)r-3O&6!gS$XpGQ$`*ScpX}?6r8NyQ$6OOMtb>k-J8QJ1YGi=gR?V zMTWjz_5UO>@^*cmFeySF(w$^3MAoH7gS>;_K)d;u*!8+c z*EO6;+fB#Y;F(hZ>6iq}yH<~r>CAQ_ZriT8Itk`Iih-4!#CMrDi^E$N@&8Iwkj zyaF%BF>c&*bhRW9<7E<8JSA(GBU#P6cJGcAH=u}$}$n^a=9 zv=92?yu&fEIN2QN5ynw|s4R2K+pyniMuk)Mdq|CifsV9EKeBZZQbcs$B-O7~npW{Q zEd^1QKpS@bo$grjTUrL>G-HP)6`uGmGBF&9^6yCA&H*_CXbv8Z^KcLa^P1O~tb~X( z{Nt~WBzkW`h4~GndA?_LyQ^{#*E0yVwd-q%-eCl;W%N;5E@>O;FSGI#cwf+VWdC$s zj*5H_E(#BrEes2p=5G;mv=#-Rg}{$bjt9wyrExoALUqxAE4?lzL9IB9O)=Qv84h@{ zGk4dz_2l=|o}oM!f)}t0l4ayFoOaJq8B4>X>swWV>hIW32hjCJo6U6`l1yj`K?i|k z(8ia6NM8`RX&DB@ston1D`S!mU@|u*gJF{cTG}=ZCdVoZ`utnv1fK9pnOn4^ER*8c znBlMzj$8`=1MZM6$mAeX$uTQV_kiDe7~mm)(XL|a%{?6Mysp*Z*6xwwGcT4Tj~+At zdDM;Lu;zlARu!r@U*aY+0r08;--XJr#w)lx5n_8&r(D2vQX5e8k?juN+l=XrHYT_h zzUh~Wk<(gisD7ka<}dR=jdZx+4_>l3vYf}dOtYFk`f5Rwam6KlSK0WGT72y$VG_*Q;{3^vU$=kj-`0h`` zVpiX24Uzf$Ss8C2foL|#69_jml7&%{%JTwtKLTdyzPsv6&ndL;8H9a!b>H2@2U}IO zvO9T3r}-(q3oQAi8#x<(h1N@mIj*r_GBE5yL{rt+T!gWL9yqtxks~|vm%>yjUdzh* zXgZ^zP(^ToE5vYy#BG?qq-p_10JSO24Nnkyu+k7xshq!MVBX~{SA#zl9mgJ9qL9od zxXfkPRi3eDlsx*1PRwZbyQPil#xmh>Y@aQQCJnF6(J!(W?ne~6o{Qn^iIW!hLeXzC z<^kF3#Xm^R(Pm*HnpMwNhp^_Aue;mVmc~nx8VzO9e@6n)Wi#5--SqB#4Pr22;V<*VV_h_((;8YDi90zHE!>Y5?T5WnF*0kk)1P75zg=R&lB4e!& z)t_NzYqwrHtPVhBDgVn-`( z+@ZC0i-<%7^-^Hcs3fn#(mg2suAKM4J)K6&pwP0_$zs-dx6sN>oM{$BM;Mma-Tp}% zCwm&>?r%G+dk>zIkaP+U+DV|g$!!JbA#^ClFub2ZfcKS%F_;qIBfWaKQetT%gpmFgyDx%p~`cKabH}D{RDzWA=3no#~WJe z6p1I@en!y6?yGQp7OfYLL7T$12CQnvhn-dAiQAUe9k#Q6JZG%Y`mF02!%gKOaS#W8 zS{S1QGk+M(z32i-#O&J5-(El4(f*j`#`u9Oy{s+=eSDtEl~O7PIc ze}Fa{A6>Wx4L_a27sQ*yX=tEY;=Z6T_XmXz8AB%;Jhnact{TTHMW65Wvo)04>K&I{ zXT#LOX&T`?-^Fh;wU1G_=TG1&t}*r%s5}_VthCh({>l{5_D_bhKI59d_m|-q7Sm5e z5b+lTH54mTPfvWb;0=}ej}&JnM~K<2o$cT+#;HmD_ZUZ_`rlw2*zsthJK`=NH4-!b z!C~h8i*dB2hB*Jw(a;&GvzoXEeN48E`9dYVXu{qOV!ssv;FlcCJ_~GSk&mdt7tdON z_}@KsW3P>uw+6rT*2r^3CR2YT>(S>==Z^1M`$AGclSB=$oJb1**(CqupO=1?*jpHP z9@`{FyZAVme-!TxCM;pa4y5)tZ;^*8^Q4aI#4@$NwnKt`VgBO(|673NzW`YNHyd62 zKWAND|D{CDe+?O_AQb5dFebD5ysvKmcOdcKP)sUDtb;BDQ{GeW z$PIZlfJyM)V>ebN@VUY4DS@F6BU?Zq=WkvEBevf4Hl|?!vgxaUC~SqHGsL+<$f`lf z83Xq*t-QzqKxs!lsrvah%z(rw*^Be>3+POLzuy>MX(p@RUXwpZoIr|qpuhml)dhU7 zX+`;|#daggg0Bxh68pU4d)`b={sQwk{+A3*@BM^zK>M)xUU?6}XR&5 zgAP$W$L6C{otA?HBu4RN8DPJsDs|=N+Q(TSgi$AZYsJv%Rc8PRkgV`rJOm`EY+YBR zaN2r7X3N=@rPK`gY&q_+Aa8{LUPQ5NBk6FL4SVe(w957g7{ z^VEISbsKttV;>Y1Wr8yUYujIm@xL@X1S0QwDL@jWzuGd*zQ!Ue_#xLW>-K9$FO4c- z?+uY8Ll4~|Pv+l?pLlu9eLuf=Xbt3ZYK1WYW>-KWrrZ{I;17tRX#mBjf=)D|wEC{v z@ADeiEn;-kkF3}Cnf-=dP*S9M0a>5?%V22?hZ&l|aG0o#t*Sv3CV|5^DbChptq)wr z-`{8sGl4+NU2k@KTqK5XVPMQG7|23A-p;(av~)dP2u<>22H{OOOD`P3bV2?T@s1}%fW0=&%=vjYO|eQpY6c^j$m_E`!X#6i&nsSOX+n8a?(QNIVUWde3D`@MKkqtsF(`{u zaGHO56|y7Um6SSA+sg8UjBh$a;t#- zUvK?tTt4t)>w11#DzLxHwt3^9VI`$=ry=k0l2zx7c<#KDN8=lw-c$WX+BCZKUsR~* z2wfz!{q|*E6LI7K`?$QQ0$vb9%5?xhmKI!m7!vcb$U6fk?jNm(u|{)1Pk>nY9iJ+s z2sgcXjy6i89$ozh43_UyS^@G}4w#_Y@LsydwDsL06Bl{IdB@hP2+@?cg{R|x18Ze9 z)5Qf=EkHIdjo5ch)?7%r=OMgD79N=nB)%RKhBA0rk@n8nA%f(t7U(B>x8(}n0f37; zM>$6FwCDs~0t8V*-s0=iDIg;Bsi4VM;@D8X zJW#xc&J_rK@&ldPZ1zQ@5q-euSMp+eDx;8$q$pB1I%&z4ZxbCaUI?aRF*G?JEsCM4 z4wDZ8O47kWF;ds3KS+5QI^rgG@Q6b(n%)0&eyLJsk=?!l&TNm9MN#G=T)aP+gw~+lm*n8`!sNy%=*FYE$q!H<% zrMp21=@tno0qJgrQfZ_`I+PNS4k-ta9zh!EknWZSx!=w2oO{k)>)i9tS$EyL?mGXf zjLe=rd++yopXc+a)@(8u=)7D#0w5KByH1parMwEM;WSX#7=nVBSCb1y{^EdOUgTea z?&LUeq*abfq{{{wa(1WCjO9{BVstej2|3%8L)~9KCyF8;dr`A&$$oL5 zDy;cwE2(SNSh(1#E{LwKb}@mM@}>Eh1<|umxqt6_nG$_DrJD{AzA`V9xysc{t)g7c zRf)|rFk-hId>W<-+GOL}L6il_^EoovGna!!a5BPqJ?sj&RXE(APSCr2p7ypl>f)yy zmc0Tx=>(sL23!5=Hqohxn?~a_iLO;lqLX|wlcg%!)FckwYBg+T5L&EQQKaVcCW-}! zxtRrEx|pf}X}W++SLzE@o01eCA+&r5Pzxh4HhqYg=Ie{*t(N8*TZBn2y#2ux9TwtE z@s55r;xxg6PD0z*?`S2Gw~skMg-r4kWNeXP+;_gd7b2EX7Hd&>JF!a@Vw<5Ot?dO< z@t_mQC6s#+8^JAD&1%>L`wd5T=W@dfW8KYv{`v0wDHH^RIh?p>nuRMPXrAPzhyhN^ z$(v;=p`NzZqJ?@PnzZVk10}UGe%RvQMFToB}TyY|Y zX?#@xT)D`Bcu&4ky8i{~8cF4q60RShL^lUG9qq^vve%~Zu%$C63dhg3_}XHrLwvK0 zAMiWdQ}_b%u&0_C;qx$^4ED9*Kjh30nm)9pv4*8 z6E;yyU+41LA&bubaJWH0eW2Xdo~B%_<;5M&Gd5fSw=?YLm0zq+!bL`kH4J$P^9u~L z3_ONwhKrw>FJt3mnz_H4*2#Gmrm&bN4kg~s8bPKgTg`0EU{=jE;nl}xvAKg!%$s24 zAQQ!bTk42TST9DMwe}Lvb+vv8ZnAbR@&uc-g*j#qxF~GOUH?p_s4u2*xeSHfUC>Wi z%!vPjzcRs~l>nbh7TRS%weYsycQgh8gG-jXB@Z4G&MHi}P?XhQR^ST{c{PPQnFhwj%^kE#xDR`3jv^!x zT;k1#?gbRQ0+J7K;#`dH)vtd1l5P_=erFDK;vo?yhgV2VCS=VRvw@A`TuvSv5yZZd zG<=Z>R{!o_rwURXJDULW=eOfriv27UG{kEb2o%@q91+djIxf&>>MqylI5t4fkZ$#7 zmhAIzf;m66dRQ&FMSMXhNhHKvE!>D!4@?_^ zc;oF{k_=G;`+Wz4%|lun4YVk*$CqGsGf4Zfiu08|cY@URG8WFeD5-E;Rq?+N0B>dM42wNje1fpog0Wng879M7(n-{MVI?$%I_2eCH;) z2Nd`UiwTbk^-+q?&UlbEBe^q!v@Y%(;t_ml_{2x@=`{`ONRa@B{$;bN_%eJA*)3{d z99aq`cp+KZrr*=#vOaq-DfscrgLQRQ-1ay=O3h_%WiliYm5W=**UQtcCmcCRvU?$9 z739W}vyUpX&6rhEMr%d}r@2HPg@;mf<6^+mN|YaOZUojOU2SP|(4nN6z$YXvgx*$A z!B5c}X6tqp0lxFGLtcluhsX`*jc+2QST5NCT~T3`_J9=eELW#x!{1%y5Xj`TqjLhZ z9lXDz#$E{h0?Ivczmr{~oW7Hemm((ln9FrHa0=juHu%!->ypb$#bM|+?83`JSW)4H zse3-H0geEJ%!8dX{jQepxEQl7WPS4&9{N(HNi;g8V$_n` zJ_oX7Ce8+c+_aMrMRu+w{ljg+i`&n(V)A%mNohMaN-NeDWg|BzA9C>WaN>*VA5pC@aDIl1duejdx!P-d2V;Gv@X zj>oRKhCWiY+VNXtr4MmV=E^T-<3>}IPuBJ-AHJ-@crB2NW|IE^c$q0G+$P|CG9zsm zAGn15t}1AtTNj9I58k(fgrufRw&tKos@iUT&7Q_Mn2l5C1M`veAnJSt+^+>^yz15tLat}uBmwz5=6;t9TsnE zUV{x$FXkU&mtvO*6*PE&?@(|rp3CpYk+u!z`fa@;^G`J-e%IF+E^&BJZDU^|YAzao?YgMh) z_)^Uvdo*=)`{w>46PxCwb5EGGW}}hrSIL3;I?>WU#-CdU2N7w>3^ zYDl9w@$bIt*nBcD=;D|`x~mJ)KC3CE%Y)x+FeGO;C=f=p@50=Ffz7DP{KJ>Fs4!2R znm@)Tbnivup0s0{lpyz9bbJYS7m=!xedFYQv9hRh67T@#Vj3<*DIl9U?!-y=#Q)uM z@e&grk;m;Zhb0^`Batex7m3?Po#0D#N#E^jb~G-pfupqNf6!4IMf1tcgm)aB(&xCs z^tJSa;CZVpY);>=2;4&iHW<)~qkTnyqpGpUqjQa5Kj%{Gqp|zAIv8Z{_kS^}mZR#@ ziS^NOwT?Vk-|Li?@YYbBpsgvVOwEoQVx7FJO3r+^?NSzKv(Uh!z1?)&E*~FNunVBN zZf5NP24%6ei5R&8#aOI&jhM=Q2k#UAA*(9ku2D15euSN1GmiL;Njuvu(h`R;)lGzk zqrt@YtnU3q{gb#^%z61e9r%0-g?{5$D>aN{mEaK?yv;z|Ppq~5bGHHzu!Q=n&cc18 za4R$ydsRLXp5LNv3SqPo^O9<;bs{Tj#M?3rYg8h~!PnRj%eafkj@x4!5;NXT#*33B z_4Qe@UibEn{A*yCNX-1-VdC+FbmyqxvMi-~H&}y2$Ns z@n*(HXg;4Ng<~BE%AByW2R+AQyC|qpHz*TST!oFypR+IuA38oeT z>5lIe0QAbdlJe>w9bvG8q1v?%s=n_pZy58jLnnJjIYBv8SRtDg5UQ za&Pa~5&332mi~U!uK}jlF#FC)e@d(j_JvM*A#0KRJ|=pbweZ~qk#55N+J>C{fiRQ~ z!hW57jP{qiwx6hx`h|Puw2omhT&=rMM8@~`AnDkkb>Utj>q*lmOP%J%PqFk}n=*PW zD0g4moV%Gl?MxZ3yI#LYP{7ULpZg><`uO>YTldI%!z8h&=}54d3==j5(a=Y@xisRB zx!{uHol23r?t?HY@=~@@fuIa+*#47{a{{1?Syl<|S+U9gA?xBm8f>nU;Nzh=F;uu5 zv?e3GBF5XGf((6&kLiM*Sn<1jQkk}B9_<)^M2493X?9d?DV5{m5rY=7Vs^|AIv&J8 z`(whIAV1<9nUBp=W99fS#e~pqIS=}CoZ#Ir)xg5l%bk}htwqUWREQTZs`{GgY> z7FpJwtQzQpFA+o$r?ZI&D#xd4 zan;(L_hzYAbd-79^`2%aYK+<1fRqF;SW0@M9{X)bxRYx!A41{R!5vTOoc#Tw{%2cb z3i|ClSY|(dFy;o1#PT(8(WeAg zw&@g?Vh+U!O=j<((5|`9`r`Jhtr7eUD$F`Px3>!_5*rpCczl%EUFF?E_k4HT&}$Si zW7yB#{=G8iZej7G-a#woh@fh*(c3Rn-7F#nMovD;wSVVX&pbkmP$L#Zzk8~9vg17R zYDIJG;#R zafFDu9jB{cF;hTYFSa3+q74JrAqyuu&s#r`c~3;w%F9T8R4@{lyz{GVp=a8 zB~TeB`(%o+pl!{(o$4To4EwIXK2Q~v>!}W#!e}|d=E4KZAZ?pdIN%`Mt-hhQfDx`Jy0wtY4md696 zNd7~(_XkTWL7<-L16obb$DfL3iy&X&2m&67769PRPAKjGbmSEvwL54-uyT-RIryOg z&OH|JV$Bg555O6{PZ~#a4gO-t_q2`L;Y+H`*Ou*N&NqlEAk!yaSwv?-P_k-3!0qG) zt00|2p!b%cRXGC5K5+FCs84LGQ8)`%U=z9F8AR@mUT?>q1*<9ly;CSAGXX?*^y7b=P3wSQFYa{-Y#TEW z8=PTI;vg>OlADnyaci%l@M*D1z1Nhxj-wBhj3Z1GUP#bAg^qTm9fW! zd7!BZ+|p`4|H)M$sq?x_L#wEP7i!ZFSgxo61m7ZFMc{GN+r9wV&a*3`CFGU1gs%5` zUK(`3J4i1?3HT9ySku~_@Xp*7#9({`p1K9bUFpul_u zR(`y3CH8Mx__H%y0Y3^x%s>&&T59H^xafKHZU2gO?sdma6&(yyTf zSURCp@+CkW@+!(*LcpdfVDa}LUb+FaWu74OCxA&Z4Y1}b&lah#b=%S3`GFW1HpNkM zIh@?STEq2hIVq{x5g_#~z@OVeg$t7V**L-w;@b6xA{t!Tjstw)Lmrf%Zy~So_m}lZ zK%cJ6i#!hK%wi=m_TA^PDH9(}G4wn7-LrNDCE{Gt1+Jj%+@O3={UX$_U=c06V$}p7 z@kALxbRCDjh1_>W^(-`iF)yf0 zwiB@(E%gKt)le5(!hgSVHvS!YC$3_>6g0Z#T=XN>l8mLR8ESI?+oJpr5=7YVF5RQ; z`-E5RpneG4tt-yVV3UF_X!Es<#8PXL9g&#(5L!ey=MCVYkNZibz-`tihyaqw4Z--| z2vQr_k+WA2nNQxnyP*O321;M($lbp92J$p~U=z6-VRajy>&;r{!rcJ;;KFt)e4ZB%Z2@Q0C?YK=A2fr0$f$hug-n|r5M@VLmvz!9=^Y* zwV~WT2R#6@L-22WW~4L7TtM>;p)zHPJ_D;WiBXd*fkrgpnDP=rs(mPA5jG1VXMP{> zm%JB57%~HYfU8nQ7YYN1x}}fzL3T=VX&2y{*oyHNH{o;JC)c}@o$^2V*wl2OYDeF(7SNf$_V8JwpdWmS71SS+ODd%6AwOwxR>WybzAoF_7qs5 zcHs$$1w)vu2zwI$u2N`6*-;wARRNELuA&dGTAg(Y*C$&%yvgY7TEE7FWfl>c4-OmJwqWJ8WtK$u3{?-fP5i@K+er8xvgvsg0_KR#5GmP#j8J}w&HjFivwkxy#*{-vJlSzqB8!xXh zpu!QfQ;_d*DtSwVIlbN#d%L1oJr`?^+~ibN&@njPW8m^HX8uoimEt|u zdGhCg^taD%J(_9Qzhw+=8Rl>FVSAV%zJ(c48Xky=7lTiK!)Cw4g zWKPcZ;rrNgWSD5pi9@^a6=*m8W0os5<#T|qoxXl-VCZXLIbpl_N+YN+fEJ!=@gZxG z)XqAnc5yObT9KZGfXJ>@uR~q(^BpS+J{o9GtpHT=saYFSoigH`6M#B3QMdY@ImL3D}0QE4@_9&qIn_JF_tN)A*(z9d)92HX@#1^LIDlfVz ze`CxWobS-PXd_sf5y*fb!n^ec@Ehp5VNZ6X;xbPTQ;FTk77wh za()bs!Z9)ZT#RW6{Q29PzgvPdsQRSo`bne*sD`K~hd2IywF(4Ru;I$?v|#+83ac^c zHCt@qU0%)-zZbDZ*x29r7PNe6;~b8g0EhXPb{VNlrjaRVpZJA_6Os2%d9B!J17hTS z@{~;-c-UkA4&_<;7sOIO!wmYrfy;DK_sNcDvk%v(4`|`xBoyY;&Qz189d#+_Hh?#{ zOJGmD%pAC~o1MVp271{e(ze%qwTcmaF{*9gj<0@@Z1Siy6d6){+KI%FCAsoxzjU?zFCygK(WrpS&7kX@n> z!AxXz#c8u`^%cvx97v-EWSlJiRxiF(c+k&JS!lv({lbHfq#eQqJz4~&&FzG57n_<8 z#W8d9{1pCy9`MJL+Et53PfQuR_=&39@a=6<7s?K(B*yEzPe<&b(=dgU1(X0zKP)P3_}U(SU!~B59^CY>gl^lT z3cXVXd!!v)3aTp*s3WhA%I~$SOZb}BMR^vV0}&lrsC&b}l? z&%<1H8F3Mbuq{=|(%bwpTV$o%!tP#tk-+Lbbt+(y%SsO3U3?bWS&aYR9Mc|A9lbaQ znSrmW+kdmT-hHw+6`dK@jM$mVT$0_=4bDqq#xkLI(!{LVFff1C;9=-pW{w$UMUG!9 zFEzDqv5%qjb~Kva+3^E2{;aHJJPp%USBLY%FJeZTlB(_d?b?9YBlWQ$vG0#Q0ZL@r zAAiKp02jQwkl;(ad;K-#9~1>8XIVq0v1mgQ#F{(5NZfUdmTlch_x(|+2ImK3hd)7O#|cz^nmHLr^HJlgqed?_0e^;lX^f; z-F8Q1SnBa!fMwB{{p%Lboufr*c#s10xtg@xty_4{Dli73*-verYbWw-Fz$Sx{F(LY zaDwYN)DK^CEt3K!wa$|G48rs3p=rVh$+k1&><vW0YrHi0t=9gA3H27zfX739D!f>|)v7#91-w^g-<|c#C?6D1&*f-iF z11b2~rhISTj(+!eQi?% z9lS;PP})UAXwUJAU$x(npvW@ljqPRqVI&sb%+YLX6klJHHBJR4TsgB~O8fnv zG7U9V(ZBE(y0cX+x5HfiTJMGy8TrkRxE1-XlddZt)u{bVbAp;4$sAk{>rq<&aeB;;;RlyL`6x0BO~|1)E6FL|18&i4?f z^m`Fcnv4x;_v@G}b%Z;uSCH~8{KQ4S>0w;Ey^yg7kw|=L<4=f!Uf!Q(Mjo4$O7Wo< z?zSVy{8&=)W03|LV-?wb_6>Kjh)Z6R7rGI)BYuqnbR_PGp8#i$q2G03Po$c`L=Q_i zZs+wFai$=(Yp0E1)6|aH>j^dsyc*mW#QOQ~+u;7g<9y0L>D+qh;=Q@GTov3l4!Kid z{3=*0Tt z99hEuFB)|J7u2Qyr`q}C=kA?>C&l4QpgvGz+fYB?MD9r)f~yk$4LlsAqe}oL+dMTV zM#B4*qhluUORhkWiWT6ESb?Yz|06jgUJx454gnIs;*#}KCIC8s5JQ>cF&I27@)ERJ z;$aXydVrbiF0{P zSX3uc0U5;AqagJmEzuWMYFn%c4#)j$wPCv8_fAvH=6&dQtH>aqH3#(4uD0eGYx2 z-C6-ZUY)`-T~~S^MHfS~`bTtjKl;XLtJ)0wGR^hCV%b^13z(%&Rg2N0iJPL@Q%dnx zMbe}dq3NhA@TQD{DB*Pn-K>HT-3R@+$ts-_44jp7Ut+JpZ_0Xc!^{Ze%#hdd3cZhu zXxs&XT!301zo|)R*eul-xet|^3BOUqUxKussvmdmfAsuN29Tw;>qw}~kf8+2Wg5(p zP=|u?5ZJK85+DqEN3&&6PbgF`OGSrjTlxXH zwPg+<*aupr%LN4c&;wdZ8U&yCQ*a#&6oV1moa1)U`QFDCfBykz9YR=D+(q2F)Uy2_ zWWTaM1`<-HH-Rh%Dp;0TD`F-m*$3MKI$N);(P63u#2U_cFa_+`&u6RHQOg~m z>gnapd!=Cvs@*@xxZ#$lJko%e4!W{@!UEncv#@y4<&V#A9I*IHCY5g=rg^}>y34b+ ziX<#T!@Z?2CddHBkwM(#a1s=KbS09ow$=^#-|_$JLI0fTd3j+_2;-9f6th`zp!Yy>#c)^NM_?| zP$nAYoa|IonR9Bx>5_LedwmULJ4Z~%dfS&qmgw1|0sq5MFtQsU}00 zMB8*t8CT!T%E}gi>^XP;NJP7;Nt?9S&YNdG7I#1oKv6xER7LS}GjQgWVD3P#m@uOY5K~r79%eKMelQTN9f^*)ZD1PCpvZ<03<@TjAM?1s zO`!HK^vPw`*+8g-R;yW2Y2mhwW#}kpxQ$%Lhhct`zdVxn&fJDobg*dd8VH750?z*< zqB7t#q+{YJddpBpJPq}VJOhLNZNyquXrkL4ok$Ul(y>XBB}S$`a1Y3n^By+|P2fwA z9+wRc?fUPg{r6V{MvGnv5h(X`%e~S}!-6Qj>_!1~s2y%yMrh2HV9Ipn1>e|4&4mQOAwo^D*55>(fG zB7txHCWN!O$+^F-@6!j&s1g0G|qjy18M zfOhvJ36p@omnS%ymx4ZO&%;1JHtlIH?YnaN^cUE~Xvi*+dstVXD??)lOfL&ZpazE1 zT4o)Rc3p}u)+e;Hw!OW3WSU(O(P54WmEL`ry74S323O#9jnS+H!%ju&hb{=NWyJb< zKw4Bezumv}7+m++R-tO0$Kp=w?sxL}lt>lHsU=H!O;43E-i;Yi{SGffo-lsj%O-~x zj1g9q66QUpRXL3v#LB@IF&GlN-=Eg$4-|Zs-7IN*spRT%mU#S9V0mKN1vh$1`E3>O zB~KRu3^XMnTTV#_YMjCQ+u0tee*{wWzRSJAoBJD}{(SpLJs{mP;~!>DQd4K_A$l1| zr=z$0s+=~zQj@ChcADyiq?pw`wkVcfqy%NMq);Wfl#C<2^d6Hdsiis z82@(svcxOuOK?DGmyNkT8hvpFdwJ(0Q+jCfANp6~)Q+`!lZ`A@mczUr_Gtqovn!Kf z_^XiVy+?vF3f$jHa}UFAX7_dPMJOSG=mYellH8~mnlhm-G(z;&*Th{gg*d^3m{8?Z zPjJp(MYM1)F{#Lf;9dVN^MAqk?)T<}#laLoWUG!_gA^>D1oRjWq5zS(8cmKQ>htul zXd-qV>&WfZ{SRHzRGppwoq_z+jNzjjGmj?ud83=IC5XB^4_6SX= zEY2+;O>pwc78WA=-im}Ld+;2zWN05qbp@>Il7?LzNm+$aZ$U+{8l|hoa5!=ks5)X3 zz!b04;CoO^2jC#fDYb0z8ljM_H82BoI7XovfD)8vTAN~FJv!)aFp7NM*5|JZ^C!di zC5D#cqcj$RapB4@NtewYikP7$%<23_=`GbdLEUq5dig)0K^2T@GgMSx+TD(+8P*U3 zzt6%!zrfPs4ZHQECcH{EsAyF`9Z^f_Vv;qqj@dvPX~ZZjX%xdG(IH2;ip9mPKtIa$ z0hrM4e0VFcB*UlejX(wK%af;t8pPB1&)39mzx{KcJ9)Wd_Z}x-@@&OD5!#7HXkaCrRt23 zB(%|L+)VsH@QDhXr`(Tvt>`%s`a&aaIYuiXkx{S%E@2b;scFXT%$jmqLvkiVc`HGv zoO;ONWlr<97vW^#-J%SVJKcKul-mX>&nUA5Ie^&DJ=C_g$UwY=M(*egJ}@1caGUjZ zQ4LEKgJ#%%V?+S^C!5@JRlU=a4+_n_9(QYEoi-_c~iIEQ;{26vnxTWYVzLCu1ccTIWGAoe43LgEQj!N~E>)d|4CG}3r z39|9iO7P!_tY3VQED&UKm8WW2p-Mn6b)y_0>(R>K*7&`X@~#qJXl9o2Y9$m49Ul7RdE*?R8zE+kzpJ6h&R%+f~Mz;G&V;MG53WY1cs5 zJx}%=tfrV~J@OFQnC8w%^3r(D%$b4~P{hpV^cu{Mt!1#6);1CBHO!QD0!Ehl<5XEV z$K!b7EgI4nlY1lw4@T90;4!*;m0F{33*{4TOXj-z{&phXCSyuJ9t`6VIrP_eDwW>jE@cO0u`MdUmGP>eGp zpr4Vg^Ug(1a9?Z!ne?n$F?VUs;Fcl4*U*d(Kc zc7MIso=5TM$6vXC6LKAlkGtW?3RT9q;{fG z1+i=<`y-j8n z45G~XH~;3;n2}uaA6VJu-+)rVLr>8ez<5qV&2{Dr)`Guu`CX5$|LtCH`; z@5I|y0U4GpUUC*Zwg@(Z4I+jn6ZKLHwEkTA_*~U`6zq2_mJ@V1c1JL?*r-8y*SSUW z)v@i3%K;2vRO6y9|AE(n>cG^SK?OXY^TwVxkF0XFw77cB0$s-b)$VD|v{#4{M}6)Y z=r$WGu9>u1zJ`<+S1`f|f+Uew{TQf_pPdF%K`#((Ccyesco~V;dYaQTB|G^@=ix*t zl(7y>JD=Ka7~159>dX$o11s(pC|6WSgL+x_0Y29L7-Y6rpkWZe`iA)+#O>ihQZq6I zRLiA31Jb}BRNOwG?tVLi9%4)F(||~n2I}kVUhO91Wka?E;T>~MAH6D2_l~{wNCH>< zuX+{4tSl;PI)B=|)B&b$9T|(>GEjh6iMZVFf_SbtU-AZ^igTA~unHHE4C2}Wq~ewM zPnWOP#b&@Q@^0Y_0w9c2p$HNJWSrGA7x~K&Du<9!1{@jbNWxR7La=@Zl1o;=K*BBs3ENi2>-;+Vgyv6 zY252-J=7V^BCfwHA~j<@j$;N#)g9#&_z1bUd|;M0vBAU=Suz_d9#5P)vRrr2+W5YAT6Ou0fweI|cX*q9qK z_zQ4DxK-;)p;ASlQ0QZgsR0J9<^ZYV!YVL#9Fhiqkc2wdC!y5g-N$XAC<7o;z1IL0 z;ESN!kOSS<_g?+s9DvaB18>5>Q^hwl1aI~NsrjID6hkwl-@bN68$0N71B7?t+v9iY zFhNI?3Hk;Ud_RP`cWK;jviA=qw}cr#(u5wIPW1cN7}R39pmZ`i0hub&4_E^1AQ&$n z^kAiM--NG4VoZbXs0Edv!ArRb&S%#@1v`)s#Okinm%Zw08jBlXp4)9xiV^|8%Z3NDtWw zB09OTif)Lof)Gj*J(?mO0{Nx@`41phXaFexcaHqpp1c9jneX}-5$VVXOCAH`lrOje zWOdq}Llgi|qzKc4|C@0HMIb0F$IVmN!3O_I`26DyrdD&(dkG!}^}tP$W}c|`Wob-3 zVA_)iYpD)2px_X0CjY#K=)P?N0@xEk6w}ExlfpWH8uxlZrc%FjieyRbpxa(Q*2m)l z0vXdPx(P{>vhSf0RNZH0zmye;)&x4GGCINVt} z1}!$0;2v_S+>8^9wPV{PNnf2UyXzVA`vu_j^A9%HcH)Lr{eo zpPo+{C6|a%;X1iP-8|{KedH}yu_3ALN~2+LbsHJ#)c&Zy-GKj^at?N&4wgYopD+J1 zWts7&%L_r@I0~VKX1ry7-&R@Xe(o*`^GfRduTQahXtKklXtmfz@#QGEt-L_|f!nk@ zI1f*2;hh?&=5(O|OTvsGh_}#j(R=?K(vjT=CTGo}VuX02Fu4_8kp)bGOO}#ubTW_8 zU&y^;uK5SZhm*e061s~lljrZUAs{@z(^OC)@&(3|8RW)`G8X3q_YchTob;VlP>(EI ze^IC^*FQk1X4y49>=EsQm<~WvH$J#}*nIkI-9$9h%e~2os##Y1u!tQ6Y!*8Q6p%sX zOf?dFA0(WnFHSi^7MH4KF9Ak;XW@!Wk%rd*XwM!9%ejID(H`E4!Xxk5F;CY|KGI9?P8kzwaT3I4KdF2{izCoOBUgL~{}eBJiqbM%b3HoO>A> zHELJ(Q_cdh7_ll)T`7j959pmsFR2Ievr?m38KQNf2tptLs4d*Vi!FG#eAqtd3)nrX znpNM0V~1`mTkHzAvd9J|f}v28@!Q4BXQt{l)6OaLnX(0}i5bgJex0zX-&w@kd2F`V zV4q^%9xsA9ef(O9-0|#7n!`&OXL6~JFuJ#sa8|6w1oiZ;0Z_<$&6eH$EzF~n5|ql6 z`+?)j-kLyK+C>lnAamlI04|~*{kt3{r!fJOlX@tVlOO@yotXqKIRX0(c*s5y$mp8m1?6o>C z0mZe~)2pSmVMfmOJJMDJ#~~vdhbhScH8f+-Pq0fB@RWw}%d_PZk>GD_K~`5SVx!&r`fbxulW7rG2j+32IMDA@gGgD`S-Uo(gG| z$WL3KwX;T*JMIYQO>Bq-19Tvn_uTOQ&T73BDGuI!$Hd2ZDQ)|IsFr^thToRDtz2jJeG>Mm*j@^@D3$SxbGnf7OM%K5`g@H0`ylc9 zyVJ^+grOanu_;Ox`KYFFb_7UFIw`OvamKGf zjm*WRl5B^sa`aJH{qIc}0_xv8t^(d)|K|b1?Pz|qj=k?SoBIs~VPv@d%60gA>M4BK z(M18%;(SI!AS34L<(}tr%~Hx<(WRuK<&7cz75GG@g`=5&I~88aYy!)vQ6DHoTn-HB z;l+<(5yow@#ZMNYTqCKZZ59)ZsoMP!&t_NfJoe&?OetUg6`;@O^SPBWUGu$f#N*As z`|59&>U($b4C1lj0&*7;x!Ms;rGz*vqthCivJ4UHgXq{Khaf581?PcN#i9U;F#}hX z`li48#7q2IsQpOp-B+-j+ZnHGvOxqdAL6UO8<~Y#t0qyZWXpE_(x##?lA6LO4Tb)B z#72;?Kx8sc_T+;!Y!e|;y_L`49=knU<0k!Rsm@tBW5k+1DPBVq+$6edMZibp`SF+& z9NiR}01E!dxA}>9j23oiRE~n)mHMAk_Hp@BW8C0-XqOR?etQCd zt`*7D_yf%|9AsrvW0Q=OM7U*3>D2gR|6J92hr9aa05WivTf@eQ7S)m~5LR|u{wOe^ z5dAjk4b>p;*io=6&=fGee>CHc_R9}cl?>qG)}LQi#P}7D`w9&13mnFbW0}0MA2)PQ zW5=sOk5}zjIu{IbHm9d@VQ%C50iJ607Fuh;P-X$_ah%>QU!P9mjcJyF4dCUFhg@u^ zDu8O2?fp35O2t$gz!Pni0!4#_3#}CGFv2hG4{xts0@KSKMLJr;KuMGbmJ1aT?Etrw zoWWRy`*Ut=y8X_B#P4s+O<^uxjI(<7vrkYPPrdODArzt6`*2BL9tR_2P?u(GTOowlei^w1v-Slp%??dI%pr)u?SW8G1 zFirS=kdX2}2Vq&zfhI-RYrBq3yxs}orL8hPEe|TKcV=d%%eIe5wB?szdW0ceRF(Hk z5t{`Tu*Co_wQX5T?E0EdD+5NO9&hSk3jEjM=ro;I>RBFPW=a`<>K5>ZRTXjqTi3uw zHJxUq!>S82ur@s@Rh=O$+z^~KXh^eQA>E#I3~lAARy8~vxmd!OBRM0Og>wk_ctg9$ z8lvGYMQE1qS9o%|H zI@v1F5?f(9lNav%@B^O#>B9`NY=cWNUphiBLp7?=@^k_0A#el|hR=6o+4)Z4k?14O z=gsVh91(e6^v|7yjMhM97w@YKLvrQ~r-%>c7ZP|NE{cgK$V5PfnY31}aMTLQ86;r_Yj#C9G!T zBKY`1op%GxSU;9*bIvS!V`3hy@1`B6rY}RPro0a?OW{%(6YKL3k#D&p+}=XY<4PsDu2-DfdVhpu>0AD`P{pbgYuGuE6wiL# z<)nsrhkTjJRVB2ATQe+5@4X5m}dJ`M5@6K`D z2eC{s59IEUZ+vP$A^3e^t%*x<(YoOF>ONWdZbLnT23Md>p6LQ5dD}ydDOKerzxtg% zy?1Fxb@#h#(PAFXYB=Vc9VU5KVhz)q5H1epp4Kmy4zi+r9q*;O^JB@h@Aok_+O9^tFB3A$Sb@i za9;SV!bQYt$CJHkAMvdES&i{$-r|n?%Iykt(>A|^vkD~RODkw>vNYcp9*b#P#xVs| z4dBii!9@>(P7}3#W=7jecWG88FV>w2;@I~fr!P*SM5SD(cjU-9=}N3Fu} zTEmylZLn=-v$n@KY`nX(C`{3#^f`{f={tWrUf}8sGQv>@f0yHpE!F8x=AfXn8fDJ8 z^z(xW&*0U9c##Y_B&$#K@A(hcO~ISixe20OrO-?*M71l@+TvPvm=$@t&y*oMrao(f zkrS+Ju5?kcXFX@YqYQ`})G^!laDfE1b38 zex*{plScQWX+z9f8cBF%m-y+|u6c|U>4OzcT}tJ(cn^c`YPsa!%5oNh>JpGb9zp3( zF)@JEG_YGcMP8O{PSm@ z#B(uh@xQOaZKdUo@n5qf%f5XIlDTj6l+6C5j$V0ip8WOKM&Ij`;?>fMTUnw&$URkXlejqKDX_t zcEIQT4VvsPzAly+Ig^k^kzv)ea7XihV6I7QeDQEoTofKO;#uvntk1|J)1g-teJ@hEztd3Gi`(-j>?}i~#EcN_b9RFWFqXVuMCU;e3(ru&0UjIJ` zuS%vDr1(aw{y$jlC!_*=3>Nz3-g~ZekQzs3lg^yyO!!|2I(hRG z=l`###QsN?DxfMteK@LM_Y5RO^B#eFc5>8yZW9gLH^o<~BI~&;VDV`m4ai#mrTePt z(^c^qkg#63d8$eN15+kHQ1ht4&nB`@5tT!$SL+=xCzSq2mIPu={>Lj|XsO-&XE$+P zFAlkmKy>9(_IJV?aZ&j-l+kJl5e&i;`H#rRNN^*}fwl?(XykG|U(d(Q4Z&+o22?O` zED15&h5&!gGZm7++PT3W37&JHJ^_Jk1^Dr5<0q|d8>Qk#`3Sgi1wt<& zJ&?p_A4KH7726Dy5JEPq?+_+24IGNbv&pfhQNV>{=mi7oByz{SjCHk7aL%`5e{Zi1 zH)#<%kp!v1z^ydJ4Q6WrV-WvIgErvi#)7mcCR`36JzFHa(6%PgdmWce2lP|fcv0?1)T8^J!l0MNpc!yIqZC4h8` z9G6yI@`uW4WFyw}!K%3{xvtggCdNjqc>8i{?w|HCel&K48?E6yC5PD3Q4{cB15N5x z)lbGWqW-Uatw03U>ieXLR*wZ<<+?%7rZ6uRB2?;uSeH^@zOxuGK`G8cEoQ8gS(vx? zufbVTzBI1{M@ho0C}w!Ur6`G{W(hzJ4c4b2odyy%uAk6efbX2G0N91m+KuRJw?Oqi z{9wnYTQT7tUIw8ad$CxH2kb!bDvw<~DLfUD-FhL(E&9>poo64_AXXtrxd?jgs(PWm z-EQ|H-kL0h>X@E6k!#qu9X3HYr&XreE&)B>0No41$$^8L-DDC4wX{TNwSitPMx0flz%7SgQ(caJqx=$51$3wg47p)#|BXmEu_ zR^wH-uNCHJz7+GFK|2GB2m|B{knyfR{~z4FWmHz}+x4pwf;5+ONP|d9cS@%qAsrIZ z-6##xjig9RcXtW`0@B^xB_OiT#r?mZ_ucz>_P0I89^?H8V-VMhbDe7*bN;4jH2zf= zt)Mdh(oWeKMBL;yu6h;^b&mw&FWd0X!5--<8g4@>vw3KP2tLFB90V~VLC_gL6TsDS z9Bw4n^XtOZd9rcmTVde(bQoDi)pB>PP8>|3s2_mp-ZV`I5!*{mMw8v=)gqWk#%uBg zx4!tvOfUb=@(UX}N`=CRMpar8!LDoLp)3t<(g;`VV{$6)!D-wZKt{aL2nv`16&7Je zTyO>C%TCJVNTbqkq6SdntKH4rn-#%wYEIV#D@C_a;ZtrU|CyOW_AJqqR2@7B zwuB(e>-HRw6)pldlhQco)eR<*7HXT;8L89q(l8beh=F4-gC~`cAof=rl}eX8_9HO z-VkD~#d3;D`@ebaLF^KreBe<#Hj6*a^^LM=9ju^)QdY@u=-gkz{t$^M>qdfQ1PbFm zr{sWurvt40U+tIw*o9yssnB@A)<%)VST~^2Ldanw@VN8~PO^JuQ`F_+3m&#iUkSu2<2-r*Ca}l+`u!i- z(OPiOz*8_1C`Qn9l~IPoly(-gX^(AIqApo(_yQ(?BMOz8IhOlW57m;_xKT}`Wzun2 z&w7n}P-I9}z&Ky^rCYenD1T^7aFb4}Lf|241q4G}#a2^%JS6*zC_0o_(v2!)_2cFM z?Kl4QOs#)T2C-!slnuW(w!4}5>+#iHE_fs=q;aa6s<_IGbNqEm<7!$)%K=;Ua6=;M z>waM15=v|TCrj7&`T@aK16Hzl%B__MQ$#9j>7#@tHGMa3B)v(BE&`iv_!4}luc;4h zP)-t?_ujo?*@-3vKodEei&K|xgKk{AqVm)7-yI)g)O*x$3|=C zS)Yt#XE}=*Ph9~q^~K6`6mcd4#tzpRNmu(mNF1&ciXTIX9TTW8E1W($g1%3HvhyqJ zQ*{L;+1O|NC}EK+f2ROP~`$HFKq`R$P( z@`l_WSqvzaJ)U5A$b6noV%Dj<>t8trrQwj}$*n`iKVA55jh7$Pm~fdQ6IqK2GCLL@ z5_4O^E3eFy7F0_5Gf>1x@qU-FOqjlkW(nRjNXv^8wM~@18Hc zpt6%DpX}KzkhaKvBRvN}zB?cQYol7pS5^eBx(4U4zK6J>qH3=m!O3$M;?pCcT3|;& zmOmM>kJi4amnr257s-=Nx%j$u8M;2ZbN;EBR`geFte={QY;fDr6ZIN$F z#!(O#loA|}w`S~Y(XN&j;5Thqir$YukZ3>O+2B><)hBa3&{5=#9wfv3@%LiS{Qwp7 zc%Otr0t#Wf;q~@urNvv5zaZQK6T1}fnrWSd2kzX`ewHeB(#H!l!z(sDLoOpqSI!G> zJaZ)m9JYDX zf`$@ECRG$cA4&so)~qTVODb-fFzu5Pm%vux#@-hVolYw1n@>x=j68!uwSc$vjU`b;&T)WSyyM;5aggZ|`djg`mM< zRwwWmkfLk}V8h%F%VhtWEOLM&#v~W;MfE2dh6pv8GY8o|!5L7L=xF?Nu)admX`X}; zml8+V=QDSKL_J-Vf`!`y7rbFK#k%itgs{NHQ>+jZbBs5imkGLA8-h+DT{Y&wv+xsU zL10^8XunmRyreMYRs*Nod$S9ugDnmH>Z~2ZyUY^>?TZmRci_TK-^W$<7(#_i{?W6& zkS)+MvY8F4$x~pH5wMz7?}yW?&Erd{S?Ja0r|dkeWU)&m|I}*6<~)s?4BEM z?K|fb;0*FzyYR%1QXeKL*q**^{BVABB7Q0bi*90E!Cw!E2(ZOn(7Lq9P~jSWubB-L zvXk$&>dk=$s+~sjQFo%A_z!#CnHEek$<95^7c#9)JX4ZXo99kO1!j89e)-1%wXf{@ z<1X)FGeL%XD`BWE(CeB^c-b#tU>wv4kf=2~;Xg4^oSu+}33Zi6ab-m~u_fj(dV;>H zU9(EKdBeVdEIZXBs<+=ekkmmxP#zLrv0#eISU6C^Ei*@W7o-gyb*%ZvAW53HiV^KU z^3djcT(T_S$iN-qE`Np+i?>0JHQ(aG7pU#VSyAXW{UY!W5O1IF*F~7139!zTkecD~ z)S96T2_{SAmADUve`#z{Qdk$rV#-PZ)|bguH~A1@#Ed#4aSn8jFre6_PR0RC;;)Ok zvy&*csnMPd^2yclsJhzCr-7NHJ80@7R$ntE{OST^`YiUnb|m!O6Tu-1)FcRUM_YL- z*6*4$&D@n0&QF$V3YDayIX*?rIsSuLmEH_1KRg$3?c;Es-&!ZfJ6X}b{P_^`gYMzv zes2hS1TXW@ajLj57pTH{xGo>dH4a-WG(aPl;|60u&Y?Buh*;3} zE?Aw%bH0fp+OhGN?4{{5&=fPEogslO38*kHM=FS*FFRY3G)h{Q&l`Y#@IvjM%=-!n zj{6N~&YBikDtTGvYoANkScx4m;*9om=a`*60trw>8pk1Or=R zC;oxNmEP}E7ytRz%+L3^o-sV z;rJ5DHa>n%8u7j-BG%GO0IXi>N+Z$6woSEF&{)EuK0n;*z7zF0EU1a%t6Syy0zoX{ zD$SwS3%6PMD6QsoU{EIZ#7l$k><)C#Vf8#g7Y&{pK0QfBF0c!8DQ=zH5e&;5i3RRR zH>>kUA5I02c7iZzm;jbQE`}=14YjcN>58Oq3d^CSS~je5$KJyU#u*gO@w&ikO9EV3 z*ru}YxP4REI{EP_!RI2VCTIqOyJeEFKht@uBaDCf3P&Pnz>+|rmJn{3656BrW;j5B94$+sTTHM4Os!}WkeGaf>2Peu znJoQn!f9);2C9Ez8yH@HOQM*=(I$OEYHt`>?&6u(ZgKaTHrgBsyJhvmTID z;_pM1@=9u~18*4c zhO^b&R^R&XDFtRIO*{?&-eNJ{4)Jru8KfAuuJ6y_f!6mX;E zoMmI>PC%#pg~p?`5h7dyT9blVSIalOCZ8*jx~{s#c}kMdUB;?6nYFb3abWD2vDHhP z>RPu4*GzqeJPjj@H+qN(Zr!9r`{V&0seL@>bU6>lr+|CNU8@0-aUI za#VxH=J%^S(?VI5^E62^r>F-5^<%rd1}DOOl!ISLCTq+qcg*C`)X9^0mL30m%hO89 zZ=U=st+G(;s3vG$A$p^xD5Z+3iH`|SBG4A z!3v+d{sI4#5N?kjAvvjHPxr=^sJ%CIh*Inb`#b;aMSWl<`2tQyLwcvh3t};93lD`i z^zqpxI#!fhND?@CC1GDx$UHl|RO^P4q>i4ZnDvM1e9%>YN5jx9dimtsOpF*dI$n67 zWAR%Sr;C%EkLJyVFFDIxF6*x)Ze6h5S|Fon6`=W?o zkuLHKuQdAD_3`w;V$SpNaH-0&W+5#xuUbpW@7I@JCQXyAV3C-_GF`Ce#Qbi`5!!TYW~^1w1ytiEk_rHCF87s9nHV0UTc{8&t^!) z@sBB#rr-^`tAl4Vi80=dHchMuWpHI`l)RWk z=_iRlZ(fYitwnrIQ3W=OA;y)zL_3~>a`Tt8lrnrVP=DHXIm*)flqHZCiyzO44IVA6 zD0u^)b(`G(c_e*bvGGX6<(tiEKhzs=!%NaU7byv%GZxQBI;@I9VJS02DBPT5G04lK z22y4m#$h#Twnu{#MB zh(4wdqN9Pt#gFMZN3sQDvD^l`^+TGm3mMdG^51;}GNoKSKF@jRcN+H;RG@RJJc`u@ z&35%6fi&dFj^;G{cGj;mkv%moP-?k3?i~f<9e@gzN(IR(2fk$q55>cd1 z>U-@OpB(Z=ra-Te(*{8#$)Ll-i41sM110Z^d00fjYjlIj?fIk)6t9BfYTRQkB7Xtd z|+W$vcRfD=eK(eAo8~z_f(RcB|tC2!2_mwLkOyrW<4@gyW%7;_i(m2DH09RDW zAg=ELEQ_*JQnaIc4q+EYhD~Eo5NQKN@3$!U90sYtW%U0}^ZFmv(SCboEvxGBC7!Sy zTe1$Q(dNJBSMgV~B6z>K&CV`NXakjP5PXPh`@e;{=idy)^WYtMp-?9Wl%u;(Yc`!n zwD|ma3o?F>BZzsRG$dr)tkV7fQbF%)=IjT63j8>&0K;<$Zr!^kUhQpx8z_cDya2mk zDkxd%0Fq%GkS3WD%G6*+cHW9v1xW@4L6BqZbjYQp^6FQf;2UBRE1*-ha)5+i?L8Gt z6FBTrx^cCNrf6lo<&lbBf4OyqDnBf*dWdZ1Ae{(*>P9cyEfJC|?%lH+l0w(YAcf_b z#}B*N(vCo|66^j8L0|@m~dwJy(!J+$PqYRHGpt8wo zeuqbs7+6Z~)z4@@$lEpeT9$GAKC=i? z!wV42%j#Z9hG040Zy?@T4kbG|**+wglOrAiG%gByP-USW zr{Kax4vdj`oKVy-`SxfQ=nw_t0-7C=*|%1*#J7LHN=(S3}tR{t*1#bFovL9 z(6}!JnMS+>kSgxq`LlBTotYsPmkBTj+mrxXf=^uT6|i4wEvy3jwW|X#vZ80V1g|2o zQ|8Y^mSc$sUVXL1?0*dEWy~qVv$xt9L1=g|oNIyG_Sap9Nd6pb3i4VGNQEg-SQ){$ z6uSsQ%(0PqAa!MB7l=Xbq!fst52X!d-r_fd4jHyOR7RgOpruqiUE=KGQT%q>RNZA5 zAnExJw`(uW0u7Jkp)TGeNeLO=!Ix+|-Nr1I93=az=g*p8tH2ETM<1kj{R@>a4nKg8 zfsq|Sj5Yz1zrSOU?a>67{awPyFbr0N^--vyIY%R?6Lp6oA?X|UwLl=<+JQ{_6k{1A zY*m{+T@*v^SyLeSQAm;LiU$^3S9AT?*5BRCfa9jF>-O%Ln9#eF z0)Eu3AP07~7akRPdof!Y948~csq?J=pmMB+Ga_-Kg%pYO(UuXYSNQU{0U0Se31l{aGOEL$f*oJy9*A@O(kBh_(&|tU{>Q(nE zUXQu8Z%0BETioAg_DfgY29eKszde;;hU88hxqswN;1ZMg#X%sC)6M~rt~fy(i%TU~ zjc{0L5X%|+LKN*Z_^C=g=67Z4fZ|!i8d&S6F%QOG{kH@sKq`z{yR~C9VDHLJ63gTc z%u;0lEiQ#EFi=kbU)Gv445HeDU=TPp2UhO&&u-Svpsve4Qh`6xfH6EhlR18DR5N}2 z92~v~`~C6|#j9M&!@ryq)0db%qiDJmJ)+(UV1AGT)XrKXJ}*jHw?SZ9rq)~hv%!_9 zCr~*28lm0`Of)=XTZlFi^1_mA^b9=LLJ${jA=~KSd_2qS)3S_aL$}z%*vH78+05QCN+7GN zd@-k9)R1ur@=nO~eIX3T(@);bcNt^EGkey3GUP=0ac41jfaD5tKMzS#GrIYg%KNXe*)+3MMok z^c9nSjg+JqQX-+yr|%V(+$y3}q9^B<`9ThH|uU6xNV9FDsH*D&b=^DH7d1nm!H&{_;`4 zHJD@vj0E-m@`Jol)%$3&f4)O^1lD4g;dv^oK9KQ^l4x?C8J(lsNx56>7uJKV6DJQ$89A^u`24{ zkyMxfYR&K9=U?*y?je7n5o`&U>YV+G_x>4hAqh(aT)f1OpvbV8X7+dv<{Qkf3dxU3 zYyoG@^eDtscL6}U4jKr_%n7joW6gGVPKLJ5tzf>@-PP@@TUfA^-3krPcN7woWd{0; zo9f|$6jP|yX+b5*wswIecXcOw~~}bvkQAwg`(P3(8Rr@4&eMQwgTrE-;sX9of1s3b1f2`0*YDl1rtm5$6zh%vaU6ML3VswedRB} zeG8PA;;+bY^7{@*@%K7rh$2N4H|;?e+LQm_+M06VtCp!?(e%yyYaK7L!w1ENV4Y_F z!L_}qpl^_8f9fqZ=c~L~eIe*X$=vPNE}O8j)cP~cbe!XUMem1_h%IHtAk`h!e3vcF9WrL&Q+V{EhRv{jyN z2k58}D4{iAChmmbF~LOfdBl+I&p$IBLgcm~Ub`1*BxBnL;0yP(%Q4wF%(bQjfH>>K zTC)scd03;l^{m%->ZoS3Ql3i$9i}*qKa_MKLvPUEDOF?tsalvAgnvq=f zTjl<8YL-P@>D!A|fHIA{7=9hRe~tMF!oG2D6F}IvfH>v2p`{ygA~E3!Kc|fMO#q#H zE+>DsJWXT$VjkWN;0fcyr7r#urd*>Me!ETbUzKlC9pM*Z#`2-pk<{nz0fB4}6Oem% ziwpb|3zj=^LQF{0WVK3{ruC`qb3!F(Ecvi&{M1dqBBW`w?!+V|*u2`0mq2FWM(v~~ zg{;;+G_b5CRKZsd?1U)8mkVL({+RU{oA0vOM_j%a7E@u>z6o~KtXP0`g3|RjkDtGs2~OB^ymzC0HSrw)7?&!ZYMZKEEr3mFUFbW*-1v=h zrk?k0c6jz<%j&_6BewUHCQZ$4e!I3a<^#ax3!DcUuQ8D+zN-2ZBH)C*{YTK$hZ%T} z7k_%*ktVgN{4O{|pjn~U1)Tu9>^zY-L{2~vvrPPpBVxwSwQhsB*{W_X5zTI@(g+u_ z7AWf-p5r_ZIM>z0kK@1f2%P4hc6=F1-$0wl+^TMnNde_5kq3h}gR+B_KTvE=wv<>N z`SWAxe0cO0ZgsP`7)?$?OC&Ha-@UCl@6TAuWeF;#V&$^Qy_~73@YCMkzad_)D+Igm zP1NoKR+IG4mpXZE9!EVXZQFc1!u1(V*d9AK145IAVRB1r(hfqMbA(nfo_OX?PntmN z{U(!$ktyEIQCVij$+%nt4tp$7e1e@~CGOK#Qvo23K3;pl>_mvAs$N*PR9urmvZge` zS%xLC9%fz6(@X}IKT7`&ByBy*+UU{p+kVH1Bx$? zYIsok-K^j`@157}8}&5)I})~7Mr7^;_8moDsK>>LeN&V8`kPpeU2*R&XL@Im1a%$B z8Q@EOhbpZyEX>$l9g%n4(MuUSOJk}9^5}8MH784IupHsD`c>5>MxJ8|E(_8Vcg`a# zmMdWkZR-AS8s=6uW1rh5vgV=c;_TX2!k`Hh(&wF4ge+pkgiLO$S8f+Ni(d49ZG35m ztN&b)N{8Ws{~anxm63 zt=wy;Usk@6u3C4a z`l#!%h%MIq4nLPB*n5pP+>v6r;87(d)3h}xEexzoR1`Qn(W!bi93+Ci_ zWHo2Pg`3*^u4o>gUnglJxB&+WTBJG)(PwruRDV24;&xuq0r^`A>5 zwY)MOG2f=73)_ImYUZ!f;eQ25a}sc|ssG848?a;jAK?HMK)3=gkdshiwhz)bEmhhs z0B#|-9_W*e2lw7jkQh#XeE}lY3;!{Gg2*^0ghl&waPYh@15l|q{9y|J{aQ?vWAv|jHNK90aAg@oA@p!(Fg0ZZj1NW}|6{;#fo9Hp_(J7ghG z9~WfQySf1)i5aw|-T(+GgDVeh@(n;~bKTx49+psg70xzT;}UDpTldJg{Y z{!&bs3os(FgUG85!D!>vMoJ1G#MNoqb>pN!K2JEw0BJO~=+?6wW)2(ARiYFKp$$TG zZvUlPJ&pjk1q0OAjmJmge$Us3#Ih8KwojHLbYu_p7XUoEwPXXJ&~-Hr0*>=H zS!glFYdWHy|0 z89jcP-SFpRfD5u`1dSu3kcU0{pT*Gad;ip^%nOeHriUUm-gguLuh9tP6&(cTrU~HS zCC$m2?>TXV>=_VppA+(}-c#Lpz>8%vl*)&b3=>K}2Vga``wTf$v>@XFNqZQ3R{eL= zI9Bn_1^^oH;!y9Hn3xCX3m@DzIiZwsiah6ZwrlS0$-C7~pnRxzm0g52k13FVwE7?< zB~;u2?bQ-;xtc&ssNTLp=%wV{v$a!Tx?C&*RKIuYh!E9p&?LobLfc`GWBqWMB^jaq z0-y{3ah=B8{ZpMFLGGT}*#IubM4Jh#)jf|TpT~$1f0_I5!1H(>)CfK^2MLi9pIBT<#Flh4fWxsmNt*fWekE z6`@@HgLEQ|7oH}eG(7{%jftze>Hi#S#U2#NTSMCE zQ=d8cD3}K%oFYmV{sof@T#=TU_k}p64Cz2{*?@X03rb7At5_Jv{$B4c7F`Ec(-$?< z^*twwuTfsXi${39YLKW5uAuoZ}hJ}*|-xK3tcxM zD{79HMd)QFezET#;6AkkumTr$NOQHr-9g&bq`-Yx$hdG)cu&41+8upa2ftjM7CEXYY9oH|`OO8%sXxqH<(VLO7g zON&;o>a{9hT}K<%?Rtj?{N5`6GAN*&;E zHx!c5W{*qyu0nY>&$_pzq0zPhBZU*Y^UcVXw^Cq9TXv$LV z{2>4o@`=Nn!vncQk)RsC$jxK;EgtC z8?iq*0kPp4Ga%AFYUtQL1p|s^p0y}3_lRG%D;k^HK~=yv9mx&=+V2SruA$C^sB1mP zWY@)TXRws^%hLDdfu#Hf=%i?COTSye4{**m$W#Dc55znzo4CA>K5Tn^zvaI9YU>{P z|4O>nJ!Io-%Fq?;xg=!93Cld(Uc9KhPMP$@H?4F1;J5-8O}jdW^c|g* zRn3Z>0g2xNb>w&4NIRzfOS|PQ;ScH{pAi*r`1x`hoGgrSQONevx{}PL}^xek!Z`xCrz`LC*g5Kq)wT- zpsa8d^fTOo*&03ThT#JKDzDsDvVRhQJ_h2uF##q?Jw-CAQ4PWsfPB1d!V62lZ-;#2 zs(}}nBsP5ja-x1PtbdNZMvrnBX~Fu52J7VKlkQ~>azp~b;WvxYs5!f**T1!{p$KS` zAbqlFI^Z!Rleo;4&t<`eJAa4Bvul5gAv5*CJ2aWs~a8%ElBg6BAJAe2sC6D^Y;Fqwi71=pG%OV?E zSB`p2=(r6YxE{xK=4~7lE1e+*S(JvnVD4v=ki>iV<0e;xqG$JZ{yvkf%T6xaAJMaT z$(122$ZBnc5oF(!e*%9+;<+V#&r;Y<+gs;uWwWmtz9;5y-|DALX62Uo|mC+MU0LIq!IFBGC*} z9`9Z^1;Fz+G6mM6kq=K`_NA4jSn@Y^s{MtM{M)?U>52O*^_E#y_t2IZ7)7I~5==_` zMT()kjZihZl`ro;NvfW~>I8tCk2;sV(?9(YX~^cUTCqA)4tWWKc{BM>6!MnPY+S|4 z31%{D;Jz^S1+*ja7_`o0(pkASP6A7~Jw^mV?Baau6MGUk1CBlRlt~oM_~wbf_>AoC z?JePmo^0zQwZ9U8A@@n?sD$%S_*THn0ur|VpFB_CmKkO+tui=4Oi2}JoU{$DDEK)I zSk5$YQ;WE3PLE`8%217QM8v}^uvSo$9SuL(QuHGi)qtg`s3}vu-&U3~n_&FO>dr#r zVT;FABZ%t~aL@p+t*?u|*?NraMsH?77WBo@V{?Ug~-+R*{MI>q&%N zRO!T*@#&w^C)!O?9ESwx;jxH^U}a&Lq>S3NW%R2C+mnRAp>qP4Nz<)AdYvncZ)0RP z4Z+-v^yys5;evm0re)`3`VC+%(DnY77z*;_aAX)vg@<_(uy^R{Zo8V13B0hg_KmPG zt0IuSjLJCaS?p>xB}01O_X!=&?u#8Io#SivHuzc({6`nf0?#6oPrbO-Me<~_cGB3h z$>k!z#Zv54Jh%I^MzUz?{drWd!R0tdELFE(t#WN}G=v#?^#w_OB>E7Qz~~MTEshkb z1mL-dgvHfGhF(Z}ep}sBrQItxrEQxwEeklvgo!j^XFHANDG?ox5G1VBhhuL!{@O*N z)wC$C{?tq!5#oAf_J~)pRROgZPO*AOaJeTJib|||s)|^P=0!Z=>n$HW_#O6w7&Ew zkdKw6Ag%q7A~zQ+GGdiHL4u#Rgs~4<69<_;5uPeqf!MEZl$)i4{`+063!YL8k^0lX z&L2O15C=^gm_&5i^%+Ra8aO5q5S!Q%o0!-peI`~Qw#Q!goN?QItBF=w**MSUaOdE- zSFBc;6LYputffd8hHM`aU{n-N*#JBem%G;j))L58vy_4%-iy?6A>s#;Je!Z0CB;}a z`;cbFSZtROuS$HR(1brIJ zn8W@o64>=^@SN;uhP2%9%QEpaZHS6y+`}Lr1*F|*b6@Rd4oT-2GTM?5>)Zi$kppri zwupli@cloI85jl;b&6Ud=r_F#_^`E9BR}WX=dHn;CqYi#tR31VWoSdy?X6S%j#B3# zQ*FqJiciqF#a^Wr2dUlWx)$1WnFWU+Qd~59p#YyD&9Go_<(%fR1ZwHaq;ZNw0%KHD zvJPBSmiS5q>@~rZO?i$30=6PV|APQ>llFD0jPLv4f$}bsW6eLMfHNbW%!N($GyHLJ zlaCZ$T{ZG+;wZJKT8=e%TvoX#6l2?1qJdc?UIa1pz`LQ;F1S^ZpvPHZEh0XCq&tXDw`eY_`AHg3W$a6)!lu$)*(2$QJNL@} zlBV~T1(2*qHKv=vyRQO2gRc3!uhod;1Zy3bql+adM5#XyNHCXtbDe!>!`Chc7}pPE9&{z~+I@eehp$0riY0Zcdz1Ed z??tT(hp)C!{8mj;@;rz?UJuhC+qe5?mFk?ltp1k$6`q3%qx8H2z1%t(Hk85Z+M6Bs zs)My}3I0luwfGJ#d1v`WNcF|=<(V?$MPy+WuE+r|>jQg%I%n>kbu+-H@bTlE^v&ir zjv<@W8;^{rew6FK!RtI{VudL}%1JQ>U!SDtifYl<{nBoj!WowHBP7!d2XFpV+n9BT z{jUaEeTBdxvx9Np1(JOd3CwiR-Y)$%VhY)*6SB`dtKECDI#e`ezCF13*Tg-=<%|}b}x+N}` z0rt8)QyhAi{TD;t{^6aY$R}_0rjawHQyrAz?C5IqU&gp0@TkXruv8pSLLrAV$Csk{`NUik#F;A!K=@qMw;Pd>b&IKzc}kgc6wQ*qZ+S5 zq-K{j9Qw`+&U1Oz%7(E^omKK;K2fbdBp01;h**rXL|{XfAP8EF3+|cH6)9;Aw(DKt zEgyblI%pk7Ht9l|K1y>GUN1XFY=8Sz0NrgWOb)BP;U{D~8?Ax70hF29rwg0H40_oiKeZ?PzaNbRv zwcL<6P1~BnbPOY3&(~=6?iLi&e`PtVF-VEmvNbYh_r5#d3{$^`%byRY`8{mN;p<5# zCSturcBGD0{}S6TRhnZhcdts?w~IE|>Fb!_Z@If`O2V$%wM_Z1QQA*7wVy{0!&kYZ z`0RGWrFmO`3;Tn+7z%1I_p54V>?Kf`RQbA>@=85p2R1g0sCv=uTs#JzScLYs8cs(h zN=<`^00d9@Qa*|(`w+a)-F6Nl-UI~I&JUQhbxCK0XdQ%pdKiX$Nk8)T>zKuLmm6!@ zN};J7KiNJHCHe|D$oodSCBxWjZxFYAtS)blBExue_XWA=FfjsI+);mbkJbDzFh#Ow z@#wOo@xL99JSC&$Q9l`raL>4r5YtPZRx@2p$W8ig(BY;j-aM)%SXBil_mg>uI-Klo zkb?S!L0>Z9#ai@7NRi7Rq+N(odm=MtXd&e{l!fHmvmlV+u|^*-68oY{#=`V(4UVw3 zc9@;)zt(3jnZT-M5MFV7^i7Y6Pf+u$wJ|2gCV@LP7uNr=HCZ=6ffeq|q1I1f3 z<%rZ{;FGyrM93|xQ}Hv#8a~utH!J;fLea!G?rgGaw zHr*ch)~Re<-9N8|1l1IlYS++cRO1_k6@Hp(U-Ua&i=kRC=2HZP;9chuyY@b(={Gm3 zd;}y9u0;dVA2174+^$mt9*HSj8<*H;I+7(XX8feMz7*NxOg@ASeW@e~?%4AqFuJlL z^|1<^KHtB#SOft%W((}KN1U6PSP|gXTJz48gZAAC^j)k=sl5(9s@?3dq`_kD9 zMWp-HrUX)g_)F7S(;D&zPu@Q=_L7Xk{XK7-ONGLPQ_j3K-T+_S#@sfZqKx_kNwAeN zX+lhhQKH+Qm@9YgF&CRbZ+Hpso;lKw)Jgks5{vj&y0LsO@ZNBnGiHWRf2*!$&}Q&9 zOl%Yp%Xju_Qs{0P8xHW^>ZJPS;cN86WOS zYs6=|%WGDA*Q9o`z}?^blw3ZTOm>zj7vISuUi7@HWb_iIn~gZ7AlHnn!(%^pq1N1t zno4ZD4NMli*}7i;$#*%FbGoWgABbby>?0Cxv7faYKxc>MU#5$-Tek>bc=H|3#$Tp> z&h}0t(ucgqy*b~N&2y5&ptHb)uI@4zlhuR{z1t}VM^Js(V#y{-kLeUTx7P%ie|P`J zKi;dH>f9%V{X)DUmZ1*lym>=<)b`DbfDnPvK5((Hm5c20bL6L!YgDDiIJ?A&UTkfq z`mD65xNGRFk}c6=+*=bc**&4Lg0yLlPP)84X~Pi>A$0PmJiFKS37M7C(GF|UoAXz( z>i8NQ7Fl^Li=7y;CK?lG!0Hx$sbRj`mx#dT8upZ?o&Via za{umfRbTBRmi+?NuC3O;->6)~2t;@`ciJuJSuABCV{4^8jiNM#=X)Swp`GB{dFI|+1uXOM}m#pAcFG8V=W@U-R~U7yM@vFKDj z-KNsUa{Del(eyZG!$|^mVoieQ2;IZid8JQH2$+%wSmnh2DHE46RX**yv z_Y_-em8xUjoxL2Zxlnhz@?nMSQLRnvObp}g<_HxJF4=vZ8J1vts>*02JQw!Mj zh-o}y&_Sz@_7pf;%9O>x!P;Ed-#&LdHx24sRvyk@47Llc^>$5S^~dC-&}CTKXZR8H zDjv*9IwJJ9@1=O4?x%$O3%Dc>(39XP}IB9?Fw4XjT}1uXvaM_1nxtWr`!i6~@!~15gtG z@5~*@_?OZBb7Y+!EPFN1&X;%`IAqL1 z7=j($lbFP_jz54kaMVwDdJ4h&8v$)$c79vIg*Egjzu|P7J6Lpb@mdLW3TLhhRa6 zn1eUZD=CSWk+c#)biZ#N)X5zGb?{k+AgwOHvPhj$oD>|A#~dN+^R?jxAE1nAwVndY zTEX1{L$Hg_7C5EetE}i9inOQDsKsO9G<`B{-_mq<-bW>M<>~EZq{rN< z^JQJHfZD{9fi6h8)(zuRMAU^&eIqoHnFqkx>v}{3a{v8R;OBmG39Qe}jnjkH6V3Zp zHd^Kas1&!1Hg2*mfQV4fH(5V4p0>%qxor(T-KB)&0Cai}J`a1ExRi(L6!C5H3{UGE z`Qq)7g2cil+&(VGB4}Z~+-0)$L2=yV?&WEa)n37#57j;UdH@|4=oEwc%}hR^`Oo%- zv!x%0-4b#3pIw1VePRBhrgk5IF;<;=d4}v70Mg>ZOY0b1qos{=>r9hr;5;0rpTy-^ zs-TPd-yA?TdX8}&w#+1H`%Eum&bia{%RQ(i=o}iL2pt}PA=5?ueo`;L$)Pb3QdM7~ zOZ|XO1C(UA0ha3750DUBu~_T&SP5%wmZDYr{G0mz5V(#nd6z+#kKG3WA|&~akLQGw zbrK&)dvQ%NPI>P`{EF<|Gpf8r%>&{P*j5==EWlv$kH|#gAz2%QFV4mo3jkTAH8%{oauKMCHZg zguJzVtROOhs?P5YyaQ;eR9sZ;3?Y!ukVl0X{Rh!|&%wFWbE(QADaPvqyXU*x%R?r| zOcblM;_Ktc4|6CdKs?=#4m) z@ls;ZFxa7@*N%$%`Zcb72SAYQ9Dp^!_7WOH<~X4&G}wV#wY9PD71QXXF~%|{tPtwc zR)1TAuhjpF^z6%HtFac`KRw`P8~xj=%b}fwfV+vrS-M9wgxH^n$P8ulZ}2tw_stb| zt-+Me1sYtczs-e-c;lPk4S5|nTzYjduw%00H~)CYH0A{e;5wSSM|BDKu}}k4sgw4i zOz>Ll3otUey|NPw!jBte0vdxxB^jPA!rP7u{9bN}4-adRiuA5W6R(GPmJ^%SsMQ6h zUv_)|_trSd3eo(Q#BI$+xA4c^3PO>Cc)ggg!)mwyq?7e^Ffb54G$z^A=-oN64dN@R zI?&)Yea}j5+KSg<67*ng#a_P`o`-zjn~EDO7LmnO&bM%Z+DEiN<83b7s(hin{KPBm zB^=^R2#yIVEfF*TbXRX`dEBa~ZT~C}`KvT=0cUJ|NNM~7?s+?KFtu&#rS`bSCZ5pL zuRp|a6@CVraUMDaRP4b6uvV_h49qOIWq^x(?=eZL8h(}S*=H^L-Jkn4=^}`xddMaN zQ1O(`{(JRZSyqx>28zDgC3&{0P#+_{HiPTb+db36;j!$`gftN%u@B7++BW!;3<%K? z+aIj7q-25zUN;lYnj}xZa>Ib`Ma7E@;y@?us7xmv-r^2yk$jIQ|MR`@PIQZ3Zv_9 zP4>s%i-2cQOOP7+>e{zZkl}mzonUYFjrZ#tr6@l1`miJwboK;Twb1oQ<6y}%L){0XkrBOyt$UP@+c~SBQ?u%r_G{Xo z^QF=*uG4M7A?w_HS8%Rau#0V@Mn7Nf0=yrBM`OjgX6Ia&gAYF8mo8pvneq&1y5q@z zkFk(EarrBtxWxa&y0~+h7p6*0x#?f#qI=FfDc3r|hAzoF8hyR!P@)rhJ$9D0=Gp;E zFI#LmY~cK5+2PcO;MpezN{;;q6(+xWt<=<+h-yRv;R3$Gl`OXgovgfngh^ei{?m;& zx8HX+RZ{(%InhVD+UlLNqEeqYQhOjr|2(t=w5%!3ee^hkI3phxL$oH$u~d+BXA6Az zGZm6%xX}LqY{!BZDD~PG@=MAw&KZ2R@_EW0>}$LV$Cz8(aAiJ+C#}`4F&rn~n75wA zwv=J4K(O+owNOJI8j+b%yIX4hBiEr8EqBV*gdP>}mdc@;!LI zj9TB+2j@R!kTrZ8#WAsrwEXLYbJCJ1QiJUu6@qwp9G4A#{FAvEq-}`$bI17mg^u@) z0fvXh-60Si2kAc2mzK8_}80Qj4f$MJ(FE3S!#Xxycb9*BFpLIdm%ZIQJuJEtUU{zUdFg994)l?&9m` z-MsaRc?N?MHD)g{`?VLdt<)pz8DPWT^Y(zZmtTIOG1)LteO;h4n>b~u_vQ4?rFmE9 z=5(j{!5o`(IehK@jaA2lYR$IA%`Mo5wd(cqoOo?bLJ%3R6jN;er59hYE+qL^ux@-F zm)q!tIACl|AqMG`oe^EDEdJ&?wt0r+Yu`;JxYE|C1|ML|{9N{rcV~)Qs?AOB_Nmuo z#qKh0ZQU!OSBFWc@c&#jGW6P)h*kSx@f!PrREAw%m&rk!<9@YuwZT~EoIaxXM12^t zJzYY+sY_0!Sjh*{$M7q`UQhYZ&;tPkKA3Wrxl>Y(tmiZAz@j&kAHgux2z#;rJkV(n zNu!nYgv$3bmSLzBzT+0#I!dYw94q7T@?_ul+!Ub1Uz$K&3@ym-sj( zca}0fhDR!DiBRuAIW+m@9rj5EKXu@a-c7w`^yInUZuS1--1xuou^V265f7tNH)mq~ z-fF9yM7?IL=K$2;JukoRRmxEQKn0k=-5mk!jE%h#J!koGom4yOdl&s zoYxL@MaCYJeVz&^yVxkb8bp$gz$JAsdG6tB^6!Y_+%`t|KqS|G2*GFwgDW5^;X$s! z5rykb$zlxVl54Qger~O$10giz*mW>QwMB&wHnzI{gbC5}rk{m!ifTO5`bG1e&8R(- zQ#hKv8t{3nz4TmpQ?qj9g+8m5oM0o5kp-?A%1rSR(<%6vzrQQdf5(R?KSPC=A?xfL zzxE#UU2`TG-df910P~rjkjg-WGG?(?VwmT!T#(mTu41az;`$sG+O5Cf4P@s1nY2P;%_N`aKEUuHWB^x%;SitW%!-X{x{@b2UEzq=5(6T`bEs` zIK)qVm0N8`!iPf4ccro6tG#DzT5qp8dlmO&YH}07A@yx)M=DqBOQbAbq{g~=@{aib zYVN+jn#vM5fCE89YN(+`dXW&o&_XCCAV>#+r5K8Wks>8QniP@Vl+YPqWRMAhV5Enp zL5hH406{=N&`56zLs1xTA2U1W%-KC>f7&1R{Q>X&^3J{Y-OszC+!CbXE(41{#&GD*^`4*FW+W{=WS$@Q}5+ zG`=@-x$kV(?HffB?g@tX-?0%CUV}3^J2@Y7&h)zMHyq9#r}2r|?AOl)Q7NkOgN>;x z%DB@DN#jUJSZ-aT6{VwFSU`(&Go2S0afPkEV^T{r7vO`X@1*wLJ0eFU_v5iyOl(8)JqB^`;*Qlm|G^UDOM?hFb|~-=_Dn62>oH?>`ieVvzq(whdUd(|_k(Zf4&j zD;t$Stv5mBE7MbtJe?XzFq9clG(0yP7YmNvHeRb3O6S#&R?-j1{ADhq#drrPK0HoD zWY3#S6hxh8-_+8h-xj7>DWnsgwX0y=3AKKYH}m$|*ot#VeDh8ETc+N;OJe*Qaj%pg zXLz}x;UC$E6(we{YuSbYZI`EE$=Is6l}l8A10*KE1w%HXhy;w1#DrPzLwWJKO$xzy z7$6g%GaF)xeVq$DV!om?-kWT|d!%K+Ga$PJz(+MMy2z005cb}uKvza&K?s^AGxlWd zTVAKVsvV*#qdSlw^e24Ci2e;e3YKM!{h8(_VZG|fSgLoXAyiX(lo@HOn9n^||L_CD zxE{$>Oga>qv{{OY)Z3R9OqXYw@XyF+7ZRIV5CYGa48CI}knr2QYA|T9=*%_K@$e7QKpUEWT(+CaSo~Z%o@aqP|Q``{6hc z7atfP?53ZyHF^|9EI!UqTylkOVNM zjc}OJoP;F`NK~lt&$Dp(|2uuius$5!I<)w4JFfH_`32LyD*;{-Ow!fo8-D!!?JgY+ zqc(}4$p+8LPO%vAI&7r>sx8<520pfR=~$zGMBZ12vvNIs!{w2{e2k})A^Ggj5PzJF z%*p>$_xjb*0Yn;Juz1Prj~pL*>N`N2Na-me0!ROdr!20@fkl&K^6>gyb6E~+FYMUigt z%qj#b#2<4boYv)q&A~MvDW^57_gZlA(P~V827MoX%cY8@E{BPrkBbx6WMq}fuD<~$ zbOHMm{)f4uQ*M<^rLil)?2HZ&O&$lXif#UXxd*w^+qdtayGrZD)8otX@-AQ|M)P4` zh=N{=p~5+5AD`Z^Lt{ay5jAir3-jKi+4^hkhg#e#O_&1nbx8wogfDMvcMo|NH^N3Z zTBfwl&4gMZAhX@&4Zyzm1(iZ`1_$#e);kTqExv(!20Cv={>dJ(e`gQstUbfhpoFP` zh$_!Zn$~HH_vz^L7~ez2X^n)%fdA=vi^2@4{Zsa7d|h{9TTS=L6; zU(VznKQYLixb$%K_m*4FZ?MFHjJw>nvE;qx3Dh-`7g&GOF zGX}eIRe~e|3vMZA7#M{do&XXb4i80*Du#LmlF}j#v50cq!R#{*rqXJw9bThNSK0Un zM;;xyvCYbL#LgS6E!KMKfqP?j{BLk{y}t>?Yeae21=v22f0(VW_^_Iakz}J#z zYw$u`xogCm!7?$74MJZce^vBoczhszh>$Ea_VP-Qb1zKolCGcM?xV7v5o9GbUu3a+ z`op|Q1lCjrDDxAw`9~|83_D8b2&mvxdSt z+?}&ry!)Wb^5Qz*b`$v*g|Fs9yEy)MrnsRm;Ko@N)t<^iB0|97jwS7l#U#GGnk!Ne zSXho!p`b#+&mSphBc`C3o%SJFjlNHmB&(dBs**k(93R`j z=$FZ)_o;$s(uS9GQPjQeT{`N(i7s)xQT8bOdl26U{ zlS5AB>l4HM`y$jjYoT}*Z$g{v=^(DuXoPNz;oP*zgi7*kYZ%i<~2ZyUt6DSN3+}a zwhi#{!;bCBWJOyq%p~>PqtCBi^U>2gOmeGT3)p)(ahX50ed16se2GtWP53w&tg0O2 zp5YZc<{>|rSt4!SMxJ+%NWAMXkr35oB%-sTx}4KJPjbF)Ocsb&o`_$&;l^`TQ`0ZB zKTI7Sg*IhU$Qp%*Yz3&hpyAq%5xu@Y*&71MFKgm)B|gKnmuj}!JFh+sI^DY}j>yZe z6NbgJPkWm?CxI;p+>Y%}q}}BPCwb?;$9qZE804D~*()ma^8A9N*3JaK$gZ}fwch?( z1f5Yh+1T&8)scw}_$a2rgowd0E=It;9lKMtP)n9-8^wXZ1LH}&^VriE`-u3d9zj|X zfo1d&G@(%aNsF5>+xCW~wjo-7kp)P*x&7;L5s3m*W|CzmujtVg|_93vBA|S^Zj8axb>XQ==&1mfn1WUZvU&4l-@K zr1|@2X22ZWwn7DmcE*%^AZR_O=N9nBCD-*)-67#baDEP{T5>6S0>lk%+p*!nZ@v)Z zeiptQT>e6QpLq3<_*lm@@UAnbuh?#}zf;FHXjI*HbKp@NS?g@c5Igs-NmsE34v0!KnZ7Q(^+u4tVe z;sW20-St%Dkt)Y%c7PXXHgZ~WNJusDxOeZ+f!EkBs&CwpkVrltzL1x#>AjJV9`e-` zneVf*I@Y>%sPX@K#RfA5Z8&-0RDi)~t7na-SKN3z>?hn02lQekd+7CUdsL#DG+g6q&AFkjXUU7Jm z_vcfiO`U(gZx%$-?dD{-xgK>~3UgI9uQxw@?4w?uXus?@a^h)T4LQBh*Or>`yQs@^ z`jYj&bu-r4&$13m?GWxw~d0s-W_T+Zuv2zZ1k}SK@oW}Ye&!;q}Xg+QiuvYK% zZlswl`>mqVQ;LkGy|#$n+^-vdFMXCV{#NlYhT*7jNw# z)2Pw%>F3GAx=~@Hoy#h}4KBFjigUnOmh}Lw7x&7qd+S`E&CM%#JpEBy!1YhF_tx32 z&{OeS`@{_$a~>17A=Xj<%O#k^+59S$+L;^94$V|BqJ{;OuC!k+`-)sHx@(^yMtDPN zvp1SOcXmYP@owYtt+5cN>%3j55H5Fhck@xxoOPBEq4bsc(aaa_X3Lck^p$H3vm3p$ zQknbm%iZqdOL8a*4A zS!r`~sosm>X|=WEdR%tt!|yPJ4*Z}nTl6~)rRP5DZvZ~0=?*mS+|=pQlBvV@hRpKP z+*Y5dtmWx_V0=a`sDd^`Ghzw)@`yJ1D+ zwdgw9el})wrwoC6b)Mz;Z=FR@zZV^g>#sTP#f=v^Tzj}Zawd>G?w*Vn9DS}|^9(w6 zyL{PcUDa{%^ny-ot2CC?f5&ul*sJSyX_Nl(O6BNvAMFa;(_|o`ws0`AdcV8Ew%o zt>dn{4c^hfdstxV%sNJ|&QSNCpqEV$Zk5GxA}u@feJz*!%ZJOZu6=Xe&|iu)uS`5< zWNcZ)S$n-V4-!;sN_uscvV6%msmZX`^`>m7aam0DocfS_j zEh~aH{CHaNZF2F$lvanK8AjHJ;~va-ckcs+jc;{h_M5rBho_m1Rcf`e8g1L!7X(Cv zyG)poDNNykcW`RWC)S4%sS_USXHE^z|PBk%$mP1Yk{{4Sc+h38d!n+mcw}gyRy6U(8zKwoGjW zOkq$v>Zr~sQ#%=iTo+h$-CuA8!)3uV@7oR;v^07v1jiEyL$EhSiKmB}@fkmi8fg%zIO_`SJ;)_d3NasNa2 zQKOZc-|HIEkJsZA>rTt38<;dMvLNlSwD~co)}1f#u-I_&w`EsxShaEq9lbbQ5cd3? zpWfpV%O`OpMAJt-)St})u7}k7-+f|$Q)QAcwOUl?$3OV)&{QijR&(*{h#?Qt3GpXMp(>Q=p&m zsP-ohoR|o?`<0QCQ1Q2vfZ}7OT2=f8tvs|7nw^PGGD*y&U`Rt(n``5wI#;Z|oA9zX zoFoh*VaO#Sl0LxuXkWvH*NLfnZG`3~l4)DYpxBe%PJ8SCA~?34k>Q13Y$e-u7d8P+w=ocytg|%1b4p_8$U3 zP36u`R*TIzf4@06dgV~#?MK%*@Lchz275-|rlamtTRbOAS5cw&|A1ZT1w=FX4-S(8 zE!~Dg)mK_5J&i<6s(0HeGH*>Op4Ugy8PWErEL9FtmOLNy?h;n{cIDx&o?tmbmFMU! zoA0?>UP{2ZK%}U%IoPFY;;YeGgXZ*`qsK?!^y{kL2jKhuhDlh_(o z$LVnqA(JFl@CtWx{vkE?_4}5MOwt#k1?OtA$7($U)GhZH3-Kzae>)!7Fwh%;#j<(e z9C+J&*{nhfzV3jJ2`V+z*QOjU4a##f^7^SBt@#j>EPlb(^{3et%~S zdCM&^a^aI}ct`^b;=Zu9<(F*dKwdE&MD62^jku#s0phQwn#m_Tv7d-ExN$$|rI?I` zSERL+G09&5HtrH2-_6WXh!910`r1L9z$Z!*C9M!p*>>2vne9HtY1wVVuNT6k9?M^J z#MyU~TCir$9zK8hw)gUt>FOnAvZ@=U=)sqqUQtF5NKGRjCZ$amh3n>X2Z0wmVDMI^ zL*+VNVhCTzU~~N%Fw2a_ZXMw{U#VQQEhPp;m10jyYF+y`V*>k) zK}i?Pzh#i3xRme&eZ#h$^>go+DtF%uT2)gcC_OM0Aj2|6OM7^N)v+aY#Oaiu2l;F3 z)sN;%GrvrbW$W(O z<+-#T=+i_2o5Zp~TPCypZ!3zy!u0jjDBqriKCpMUptP(bFR=ha~#P!vmFDXwa*eQk+;6?GxNvz1|!d)gN30jd|a7kJN2 z$X0j`+yKpJP4ZEPbc@O{`Fes4UQ2T`lFszLEWrFR$Vni69!z5>7`HCv5sfQwD5VBv zC%s8LK|*Dpw?rzo1MNv&%ocs1!Hf=D@!86ON7Wh#6pl>z(q1bMbH9%nHz&e#40P9- zl*~?WXgB*4Y0w%UN_x^kdE%}8xx76Ln-PwOy-w0#Ug&Jc@s-qaFS`*Y!^Tv!XH4m; ztk5N1>fBe&T!=@G%Iux=dtJ5ovx)Ex~1u^bmZfE&}8pOH35Un30~twj)z@*}JiV1XnZ~Y(?)BD5i_ruFv!r|A~h?TNu z#+SejxCpFbJRTuh`rV}OH`R)OupE@w(us>tj`AvJ1%Mp z!_6nMMt-TaU8ZRdC1%+I?w!IumKeHvhwiw`q|z!tP@ov@`oYCI2gcWF@l=lc zawSqkb`_ALZb3&_7WL7d7BL}^+xM06lOX#V52E>UHn>1>qS8rARM^pQ(=oHOW%E#T zP51aUL8sB|knrqsnHsr4b=AYn?=eR8v5YA{zAPGWb`=5rAi+uWa#7XQa3-Yg7FuR* zsN=kUIxYmN+Dh=;YD?7qv$#_GQXdDjMLNqA(;VyJM2E}JVAA&CPXiM?S>f(M(&DbjH>J5+SO2PQ+bt!=l12feA;DpeQ$W)p9GTJPr* zEmZ&wQDJbQ6R*i~i@quT^*03>BW%)kUEe8D7A#YuJ@%KCh?LOHDsw0 z?BUua^2XeBuJ8E--s8E5k8yde>4YN1VlXUD`(@A%m#nPubvES4@~fh;b4}PX4>p?% z*h4wrOpZc@lyK|?2=JOVNG!6n|F8V#Aw10YS1Pd!gWJI@XWTCN^acT)Yx~?4a zw82U`33J%GP;~KOqeTfQlZw(iuciJZSLAOd0z@<+JrrG6KLlO@u~nPcn23Gj4k`%W( z1Ev9&j4;EtovUDAnzhnX92a!7l%KXXEV?`Wwk+@z9r-j@-mLvaB?^=2wo|JQiLMz| z!mSUZLLkiGSJTx-*$#KWJrXT%(F`52x>m(uq$`kc&Tt56S`-J0RA(?P;Vl#O*FcB% zSHOb9nv~%O8=G^N{Z6||ZsE|Oje_{bw{X5bqs!nr6C1h$_v;Kc#|dfV!JG6fZxcZ zkX2=jOhQq<{X&D&>{tdt6uOiSa?f2k{Ai?-W}y|V@E{#UKFa{UBsu74tPbnK8A{C` zEGP;H#v>q*oxjrC!mw709u>*}mLC*#vCY=n$LKx`JJ@}yU*j8f8sbT7N@PY!9VqX<1b}JIY3a$` zV?;Op3;4-65zwT0|FWZ?=-fIGR)vf#ANp?-)KH2PYh&*zJi9tVQ&#ly$#%X zrSGqOB?RuR5;HnO)#RYTAwh%6--|m_57&)Vp4NxEPSa^LkW`v}UXPZ&&eHuN(7?|R z&VHvNoZtl0W8ZHXDbu$TwTa6Q(2lKbN3)S40=(Goz^S)TF@RF=8Q_1b0@O^kLZ&G@gu1KGwMDy=&0e?g141>18)0g zaQ0|?P=B^g=WpdK2rARNJ7$v3JV!gf2&8A^&v4l0`Me^tAfcYcn)dWP?H84d68m0t z$x+&~2ZjnzE7ZcAjyMC4MAv}VM1OpDG%(G&37#gd!u{#*e@6t>$3RE}3mpdw9#zhI zUpzb)K)EM)ctwpFArD)Ngk9NFAntB#92R|vdXF3pcwCd1lg*PS!!)Ax zL6bODK%$Aj{xo4rp(})966$Udlt| zrL+2(0&xjSMmmoTgjWaINtZA1K$wa@ZqbUR2PEH3m#Bjjx6sf|r2e9#Iv>V95g_Oc zBywO8^2|u56o}hq>dz*f;X`>=jQL9uf+FCO!e6EF*B&klOg)Tm>=Q@JmLtq?GA;=n zvC{Wabb8jEZhw|Vvcbl_R12o0vMNE>ZcsE%g^GeX372S^oEUeO~ zaFZdr%6hObRV{+B7*yI!N71G<_} z98~LS23`oN&8~-sCtla>r;Ac>dUp+#_>JQISB{0xZ`J+k+w!sN{n7NJMEcBoRq~k` zCdb$sh7M>@z6Soy5ZBr&3x+hF6w!1S3%yEkeG#FqDpwXgrW#rU_Y$le6e;TCQvbp+9N)bC_5Y>Ys9S`|j=H-2_yBf>&bMg<+%I8G}n;8sl zmi!x9#>o`1K2f@LA?wP0O7R=A@S!E9-r*~asRMPvebp< zNRe`&R1Ch5);dp5m12~77|^F#5ES04-n2zu^8)M!JL{JD2AWHaUMi8yhI zdQX4CML=GiGLZ@(a6OXiW>A?H3O+QcR`ve(1;nLn-T*f)iE$=(j8PC$GKqPnoaI*7 z(A!`0#(<-N5=@hTtvDdHIDRMJuYk^v>39ZJyM2H237LK<9}VYieai*k<~cg0@BD8b z0*29eP32pvg%BEWxOypXHvRTQUc>O{&fGg$@z;Etxzh}nGmTML1K9f%8)|uWfoMv3 zFj=-}Dj@l|U()(}bxm!#1RP>+Ch@Pj({4J$K86{hTEbq>H2%WqL~XOnzRC$f308!- z_H*9_UtW)P%A6?OijEgBuMm%jsziH^b^TIV4kbFJ-%Yy4%^Sbqh+bX2j(Xj_?QSJ% ze~hWVbQR42H*c@w^@L2YM-h=w2SX-#ihnrsrTM?exz5Zs_Z`*hGHctjLC)Ogqt+b{ zEP2}LRbR2fURFM%`?PKKrB0Y8@$l?BE2*ev{+J-#S_{oRYD@lZGY0o%3NQ@>T^_lu z$|M?h`ufT*AQxr-7W*#o=BBfV)-jmBFL(OZ36<#^p{1V$_bS_Ze`c=eiU(!USG@C# z#_wj9u(>QG83vc%QREC=FZV(by26{Em21t+;w^G_6Lpi8>P_{(DoC$ncn z6nrcodP_bRMc810n&z6NAHF%}fDU!Ze_#+iG+&_Q<%6Py8`IDgO9+SdTZ7n?dJDzL z-TAWm6soT*;r#!@miVm@?~tG7(1{tcuEKWHncP>rbpW$q!$*IQ|-Y{WdY@e|S#1 z%l{98#c#jL8GG_!S~UCY15DB4In#fckuGw4%_Y|54|1b#Zva6i6JK~XpN8(;V_Mf; ziPuXe{?`8jv3_tUyWZng;DgO|*Os$r1kU*WYe1sU0t9;RkmWR02>8E`$N$S4(5bTk z9ludh-||a_wLQ7XhhLk3boxrSZmnf2mrMJLDIl(A6~#-p&H;oV3uK*Mkl}mSk_FJA z2A{QX3Y?xVZh_}T^iIncjZH#lBZAs>gG@2cWv+S%GZ6s5={=zES{KC%+Xr0r(SP=3 zBe6vO57Ogj3+{Gm+4vm3h#v+V(7()C#5~K?;AtuLVmq;S`ID&f8FP_wZsiIpk_qsd zPNIW~s?Ju)?Zb{Ef9LX}T>G!(nS=qyp&Oht^ZtOM>#%&5d-+`Een&eCp$xzIxKr}e z!zRb$6{pmk>i}(5-MDny^}@=-?|*!6_zJ*74{k^3z~#QGq1QK#%r_N zc~~Y_ReS9lzmp$78?f3)KL4*#hoW&5VJ#q-m|GdwGB{aFy<9Q->;{1eKbT%3gvuu{ z)(DLL^!Zpy{lUbuzc90|yAA*drscedlXWee*dT zV*iPv6}IGS_{J)A6A(SAVH6K9-5<;z|C(($hxr34>-){Tz=ur)I28kCjPQSEOn-W} z3?QgmUoLs^vQ)0r0Me-l0!P&Wy0vE~-2j2aeuDZQn(R>Y{ClU;-?spaGGp8#@D~6= zwbzn|A>-Qcn?>z|>-d24qOnz5fIa@hWb%W&U3aI;bBY!p{)do4(YTL&*Q41peUCbt zXrh+iI((l&U?lh$XPWFhec;`Rp>ZVlZ`hAG`skj5e)i#iLca(CdH7bfLx7Ww_xUds zjh%_}DQ&aEmV?FxVF24c{xSxh!s^6&QD(4tZ#_4<-&Wy2L>Zz69tDP5>T+@FTl4y- zaM7ch0lHBDao)N;?3Cuc&;7VtPBM!Z4$1Rc_8I+$p%5H0c!tX1o9>|y%z<^3CAbp)5_NN<_kXzBG2c3c&3?g1Z zFiOEO(IQ8qs}f%S@|5b?F+PK1gs8^7YG7UH`51!BV=KJiSXW#3X$7dMfSvaXc$4l<;M^JDAp+5ZjH6%){_2qwt4;-*rn9%e`ezQI3TgC zOLpF}nOU))Qn^Y+k4wPXDFjdb!&t}5i!f1}I)JHF?m13dz4?j^a_pTq$d z8oF8Yp47lL({amVIJ?ZX+FZQIg3BrW{PJf9n5nPR)}D{%;u`<j_M{}Op>1E*uA~xnM%md%p7VJ0c;7{L7623soKf}Tn>ZFY z^Ce{pg0=ro%pU?m{(pb&=lj3%c}n+VmgcU<`=e3B5_APt!%6&d1#e$b%J<|bhlh)% zuD_;g5bHZw;Ju;Gx#zzWQG{$62k|vN1VsBcxtmWS2hIX+rt)~IWN!ECMx}4}1rIsR z2_7%OeDR0)0Co(t8w2q8sbV!SpE`^$p(33%8G#SiS)(E=?biSUHB>cQMIg+&yVIZX zZKVT$E1Q--!cFv1-&Hek=1OiJE7ri{Br3g>^l|R!foNonSX788?xwx+_nEVgM%|*@ zPa(61)3hx1T<=0J52oWk$=bqs*CRIS5*=&!&bH)lZ3{MmYlj^-0_P_P1}y@_m4z&X zY$bNJ8Vb}FM0_&4Tc;QWV8lG4K;T)Vihdx#^*||j)C({ZFOv-Bqkzk{tV^J)MiHG< z+gw8b0Kj`;1bI5^Aq=RN6mG*uPDj@`JZl;Euk`ZVm+ju>Oay|Fqn)5|jLGe&bHG$v zp$u@B6`@GFkG5w(IYG0}xbN~5cio7?IzG_Du8bq;;V~|C=?IL}<&%}_S&JAUfIBvQTA{_GFm{n!(|63SIk5YV zD4Kv~=^u6hbNR__-xnW?y@1;TLvP~|&a=2j!nl|8o3Tnm&9kcA=?2im8boS;eg(9A zlE(l1SBIe~3hK`uZ$y^k`g4OAp`Q-oMx_JHA3^f8P>`!UqH-b&ox->}Bj9Ey=GXU} z3_0^-B^zqAS9xB@(aW9-P6H+mvOwH$0toWQZ+tck3Fh5|;@kPBbf{ZEKH`bU(cMa^ zYCj!bZX*e%F!e4#;{qa*-!pd^kvIqf%KtoWN5rsgTrkvvIJ4gm6z@pz%*iWKo4h%bX|{@jLY24 zjbE68sLcZ*`UJ7~B!8H@_NOlvoLBx;sc@NLd!qg_c50Z(q;_tvnH5EzT94sfrt#gc zffFAfQMdLHNRTZUB)eX0Axa-=3{i~b(vE6&zg7tE0hu^IK8HS9wjbDDzpQ4@Kl4p+ zIGBo;+(xY;b@*)THgwuag!~HF(oFIM5nU}@>%R~ynRS3KZec6OE(y;DFapbexa>PFloRE&0zADPP?EtqOEPplRzLPYfODfP#{BBVt#}%zG*hT>rzC zE#ZIZAHfP1BY8!ZN7V}1kA;BJiC2tkC}!@7T3Nv6DMt2W(S1C1&+m&En|Wi!2#~eS z2$=Q|aO7@GwI`hgK7E7;@{|G*Nhk)WzpU!prGeNUUmE3RoaI=n=5t_j^wE%iT1b@H zXn+w;BNO?ACC<&G7n?ohQrsA*P+3TU*;9%Ffx>|i-}PBY4>HQYK=%tE%7;UafWnOp zzgS@Nb2$pc*`ZU@r*X&`l=Rt*ld|7S@I2+(7{gFGYoiT&DXq85$Oq^H{Qz{VD96yg z7D4@)e;z%8q{ql2niZ#qz}REvWwsl7fJgYD1JfN@Grv0diD!Cn}n}qUH;pVD`{a|nBkYhw;JV^vA>9- z0}Wxh&yhN(K-Ejl;$HpK3og)1>Z`Zqvn&rPG9T$5-2p^=et1Q~5r9@WnE4xQ%%GIM z=391xV(1>;l?5dDEECVU62Evw3(;U5>a+d~ENj=&C$C-?(4dX;G(#nczkPMXV%Xed zm#}%U1gzd4mqc$9J@^Q($j*2VwY&LLb_HJEjb<~^99uG@>q~-c!pcFi8!b1x6&g2% z^oba8cyq@A<%vKsRe81w6cG_V8$Jj{4Bxn+|+!%e}k zh@(%{ZPpPWYmVL57Jdva)30MYr?Drz0{mJJFbixUzU!>)Ov>U<#E3G`aL1ifNg zgu4oz54hzE+wfsQZ2b(7it{rYp9I>xHZyEKyBDE5 zx)NCmzusXWvW;RyBmMf8qMllQwPW54`ouNfO(`t%sW(tMlycsZBr1*KLp0GG(Hd(z zO{9b4d9LMG#Q+!3*^E8&o9MV)HX0*+a-JOYik_9E4_l6r@#M47dk`<&IIl|M1&SXM zvX%?AA67Pd9EnU$X*%;w^XtWdE;KaZy|qYso~?QF0W2bK*;dDRnjsr&a&{K}HK3-tPSEs~HWx>nGKA+)THOvoN&B@~+3+nn`uD zBAu0o83U)2jym2RsZo3=c0&JS!+1gLv4g?OMj+;|HI z?RqIZAr-M#gfJc0oL#?>_>vgs&Bym>ei*k$RQ;&I1ji=(>C#44sV|3xgg}=^lN!7x zV_96AczL>{xr!Fe1>eGwz85!Qw0+zE?6%xc9>Ps`vLD49XPXP`HJ0bTq^xo37H3`> zF*ENKKTkK?Y5F|2#kAL~kmk*wO?d{UDgUgjk^(2va+Ni$8fqqhC<$UD#qFW!sUW+V ze9y-O8Im)GJLt4TsMD2O32mBP4;u~(;dy02G^TX6a+1G*XK&?3D^nm2B?Wt#XEg*} zsb>_N%s5!c>=7SeF_lDO_so4dq@rUnmPI;RYH}kE=*pkn?EQXY7&gk~R~QtVLW~tg zzqvY(Dmo>klIXrb%ily|h%|U7SIgk3&I%u-6R6y5j^KwVQr()Ayxx!VR9>Ba4m0mV zJ7Z)ELNZ%mj7nJv059GVdzbeWuMa0|v){{Pc5_y2Su4zeh5qLA5NgQ5OwIXEP_LM#G5shK|dQJY!u=xPoda9H|;4cV`_0=vY<8xDrp^_)&(y zO%>jZWT|S}SBumt9|)MCAZ1xW8ZG@OMaQ}*S#AA=$Msz#xM>7eQUfW5 z!Xq`0Va33eW(_DqJIJ9G1Nzyox`+)|rtK9Al-KDbpOnRT z;1|)gN$3br>g*=x=mGS)wYOZX6eGcYif~!`iRZI$R=kVXD%@iRT+}g!oQ7oYt>o0T zQ9`m1+cTvNd3B4V%tM4qc3zK{?m_A_QGB+- zpyh!s6F*J&JFKUui6_Ey1Vm5gS^)MPSf!zJbx-THSd#&qx?&iJBosa77<-X@Hzlf_ znepFz(MxnKPe2@bvng^If0)>E!6(CYl3iIzuwu}~$S7s~>F0=ks;{U|X`Bsgf2Z_YPya0x)r1P5QfHUhDN zw+x980e}t==aAqn*o%$lU&gF+&tpfvOSq^=rgE5g-zX$dlOUH7En3e@qT8p~ScI%% zTkr(M7KTRrS2a7O2-zOm;L&EC9jrv-^zO&1Cvr``MZE)*vrW}%-~1ijYrLl%!c81Z zHKk&DlP}#xUk!==h$3}>L72N7BfsOe4Sxp*Ij*q=*})(KQgdSVh_o2nRn z>k7io`BWPB@AxI!B$66&sqqHg6HKj~rv=L#pbgrFd=}Yta+L+v3!^G7^!=iq+Q`Ud z{P9-<7fC|k+bD7SM{M-nVP@5+CAV3A|FW(e!^4pJJ+Bh^u@g)RlMlK_mC*sK5)D<- zaSETO{nRui!CGzh&^gM0^v8qRmD+g|A$W7F0GYq=#CticCMDQG<_DbC>(V5KMim-6 zRRPmPI}AgdB_D8l@E!{K)5iK*N`~opVbE540?uWjn})XACtVm!2`ZQ4PH9o)<@DVu zzdYG3wpD3oloMSwtFy+fRch`Qxkixq+1J{#DezHgB^w52uT_i?M&&DooU~2~8f9!< zY8plq#kmSEeb;5NInG^7z2GPY7(t08-uKgIyF**RseD<&4EmZCZlE8NJl|H%V5iFG znjgd6_Ud?LSqmNXhcX9dJ^k_z&-{F_?b{}cKu5)2#_(w{(ZW|AYK|xp^BKE8i39{I zN7gDSU3^z%G2Yu`ZZE7}0KmYQ>wQ%SK zr6>I~D1K!X%B>tn_D#5OY?y31W;9jN_6W&H{$=4E`a6{}r^v7E#b!Q6z%EM47aM)h zUMdjng|xyB%vPU*b7fjwQJ73fIL*oGXX;UPmw}xps@Ua1>|YMGL@UeW28DgWIHG0> zex-a1&EL3ksm#Os9!_KvRhr@AJl+h4I?IW)FlZc~w2k^HdUPVTJmW&aet$Z;=a3(X z=I;_VM~zwEi)jCv1s#8UBeE>}bbZmB{fbo(JMJ;ppmaDb1=ef0O@MF5GZqLLL``7K z&X+|PuDE2!Wh>4+tXa4zfe{**2o};dV2q19WslwS$4HZtE7uV;lAvSxg+gopj?x76 z#~2!feZ99FMW7EG2g8rBYKCy-H~_l1MQMDfk?193H{#8gh&*RCG9XY-i&;8)j%?BM zMqS4BoBhDTaVuGUXHoUVLZblx2c7!_Qv1e6n>!AFGTFzF>o5jf$C6Xj6oZI2F6tY6 zUL3o0SiyH65aQiZ+A&CZUoEUq5uZzXJo4&3oqaK0Q{oBzM$sSc+RN8F#}2O1UTJh;277AhznQ zN65PWrfD|;fdv`}t+KQWzSgu1hMbZflr^R%!+0+^*hvOi2D2j)if9`s%*ftg3P&9= za!eahV{imVeVn~Q2n^W_q5TdHoqd&D(DtQ5Fob)1|Ese$3mZF;wM9Y8WB>|#C&@)v zRbzzwGas}|l(+8v&BB*1jEymr#H>$;e?olD#_mUz9#mKD4}TnbAo~%<>wSd1tdJ(* z+Z+^4mCXzxjtOO=9m}wPVPfeG_jt5f6n)0$Lis!*P7cy4`zPCd-WwhpBVZ`Q5%H8{ zN9|HjM^u9^s4QGp-D2WRH!0T%+bg{wKK|QEZj+;Z? ze&jPCa!m3bDA^0ur#2STxpqfKWA>`xmtbTnOp8N>H!+xZfZ7;K>S%@5QC#FIq*sqW zP+El(NaY04Nq1yf96YjJFQh1a-J|jI@8U|7Mg=}b(Mm8g)a3TR;AnuK1o6wGp?6fq z7Jp&RTrT1rK}ObxeI#p)_a~9H(_ocz)B+#+LMBN}c@h5N&NpvET->2DLUWOr2T;hDTzOWZF$f|BmG2r%5WY65#M0|_! ztK=XtHd$ejE22xr-$Z!3dqK|KSy))aSdixsHLL&S9m4;=yK4TU^!0`PABDbmk^=8z zKy3#9q{l|BI=-PUld3KLt9JvG5~*P77Y_;xzBdI<+pT~exlYiQT1{wDwZU%}Uq4!O zWFF&a+s)(Akvniqo6D;24EU`QT^9ylJ7ucS^|{Ut4-#NpR2_blitizmknlqkrayWD zZ!VUo_kpYdYGrzJ-yv^YCG0f4KC;Hii(dus6+znj4#hWdv!(%iQlHoCM#X)1A-BHT z{|6ToM9iC|NoDzAM>~+p3y{Mfw*gsCQUJ#EsTqp03G_vJ%CW7#iX@LrqN*k!xD3d2 zT0|!O3gcIUdJKBNOkkRT!ZW&OdfDnaKn=hb1pU}E5t4oY#2(=^(~ov%Uqm|W+ArG= zoSYqAh;5{};U{?knuiFWoH_Y80cTZPMCEy{cw@i{3NH7AF@TRYq)ZTU{LkC<8Cg;2GbRu}eUBTv>Jm{-#wH=L-9Yy5#krIo3n|~ zGVK-+Mf+mFHQ%aE2*R~twMFhE4(L9@nDl-wN2&cf0HL`noC6w?1t@YI8&^PK`8>jd zVE1q)^H}GlBw`VVP*6wP0Grh2{ZU}x8GvHi9d8X3%n)?PQ5pbO!bjc%62lD$+mbsV zm|s?Uv(f>Ami3gD$Uo@^xr*A!oOC~~dcXGPXV0sNNa<-mK;wN6)TFMQS8m7ub6^1m zt9d^FdA&z)DKcO8o1Ib--p(tFqfdtGy|}!N2#xl%^J4fhC}3I!A;QnuS=O%`cHO)L zy5crPc&3s5dQfGUfC*t}@iqK_S}uLmewGO+8g`2`vw(;>OzGIy(3l~}qb+&TzxmI6 zkeb%hGuU>t^Wx^YpasvQ}#}Cfx%P z&94!F4CGwoE=dAr5nSFrOoR=}I+E7YmJSf?m~{S;BXO5OirT z@?pfpYiVW#mAmFeImi3YcBXQ&+eX`M-;+=f3;y?>C8>Z|?(=+6m1z=g%*U%Qp- zdok8YqAm5;ziaj*IyUG^Lxh ze~f0z6ncDjHcr88Ux}>=+CjLh!qc4_=d4FbwIy{cD}w78GH(326J5_%L^tx$9vSic z_ATih8dm~tH%|uWk4&!BZP}6W7!lGmx3F?|J)mKW4AA*Hvi~AStI=?rmIW_*nOlnW z{!)hmuxUjk%em7B8xJw$X^lb=5Wz_Nv7_$62Qr%;Wc&yO ze^A;up?hS4Ix*1E+=Fbge@RTGydb~!$qW7J`tw=Sxv4)$JdZJU55Q-Q|1mw@B!wt3 zo>O`BuU7Q%Gq6l)%lPXCcr7?Ju_XEjacnEtfA>7-&GA}(gZ0iRQ40?*EZogD8^H!U z>a+l+cKMvzv0APUkS)oRrow?~P)TVU{H2B_f0ut2=s;&(V`l`K9ur5?m=5;SHkMT&0Qh66jk4Q?CSp{@ag$OBP7;rIXBx8Z)4D3L`k%3$0KYfE zz5!_bZ?{T}-mX7M8lS%z%LwpXt&45}LuvhRy+z*u&hGAck^Ny(4L%?FHByKAr`L+V zml#YLEQ(&VuiEXuIPO16I`L{yC{M2EeX=X^Bp@!rM#Q$VOL+UfAP$^LB`d(74WJt@ zZyf<%$o#t;RmgLOMJypY1Zj&? zTKU5U9)U5H5g?vzc)&6v4ZQp&ZjU<>L-@6!i7#nS?1#J!Z5ZJ|6n&wKj5;V<5?#C1 zK}HlTi;t0Z8q&>IU76gw#uD7u1~gB-*v4G##{2x645AsDAQlG^ox_>Ru zPEb17_P-x&F1__%!!_e*bOF?Nx>T_7Efy4;lful;70|5@;O&!TH-52*(gC!T5QRoI zqAlW0&kN-@G+mQyaMdWsc-QYHsICFwPhQ!+2l$HH3%)OsvFg+h!L@ zf;92*gZ(yA4S8M=&s_wd4qhX<_4w#!-|b~)LYS#&Wc|!SOK=0y#$9PQKE2DE43cEF zOX2F*R>v!^6aSuDi5JHn24w>exqjy3WfPY}L zLNn8;4(;BTT@x@As6);RYANq$m7wMN2#=OK;Lu8Sle(~fp5)4sX%Q(&ohAffy~yZY zLf=B?a#S^;>*XnDEX`~hFq09e%u5mO1i~V9JVbvAVNX33BR<#LjTc>y(sK(l23tSp zPs&%$;)~8B>g|02m#le+?Ojp|n`>%@(j*f9@cPE-7AIdBR)Il39S`BUJGL4*fjXAsq5aU+`-NC!|baE6by;N z!`5K3^BO!m--eXkx5ViER3MesqGIIpCpK)MI$XwV#n01P`Q!Nb-^pTelD#6P%#0pBzZC>)j5&oJ=!17>p^ zP>Gtdnx9uM_FA9O*6I<9xD#~+?q_{P(uXh1zT1bL{4Nyz5n6L5tkFF_Z|)#3B~mr( zamI2Oso&uA5eP%FbA z{%;qNSh(W{BZLU*%y}deXNKa z)?)jHNCn!=fXY;9KA!_|IoFa*l-@=l$+ye5sN>-$>w^fJMJAu+r@q4}?Az9hOJtAm z_?GAjXp5o(pS)FClz~-rL4zzp$e4N(Z3vZnLn~jY8FLS_84kL_zt^ei;Tv-xVSN49 z1P$xJtsSUx>+Rh%tbkOoP^yC1PwNo_efU6L>6@3cGos`UaUpJ-%K=yy{5pS45ok<; z^X}J6N>!m>ST6DqCmDek{tXJj{)6}=#FUtuWKqms z%MIgzQlPP@YRf*E2$q;p`A>+|IL)S--Ym$I&@-v^nlib$?0bLC#tUxQ`!PUeN+ zHTTp4lg?h$>I@`9<_rG4#zmA&C!5*%nyscLKKo>Pq$R&_SVbM>+pLXu2vn>J^wK8# zU(I%uS6E9PMt^vF_bG*Wc|XB3MJ%ajVr)39Uh32y`B?~+9G{RzzIkGOi%{lf%F0)R z@4)+Oi4g@`zBbUvGXsZ{=<~REFbIv0nK&3Wu!7o|7tW)ukc|G{knK-z$@lF#$ z7=!aS5n@METfC`ZvEGfTINF?}S!ivnEV$bN64@|paP0IV^Y6~2_WoT$Fd4SygthIAccw+y_aZeoQyPJk`s`RifjP~ z{CHQXFHNKItifOfZ^{-0eZZMqQ@Q*}wVmf(^=x&;!>@*Y4PTKbVPc+dYLr+bhfHS< zIA*Qd_M?J`G9B!P=5lYu<6;FrNTs%GoKTfdSbIwC%xkfZHHD@Jb#%?;U%Y=>D>B9m z{p&*+1;NFGT#Dnq3rOc855=fad6Doaz8!sg%HM*)#=n>#)R5L>vcV()c8u6{deHzY zKr-w7(yW}oE6RkV*n&;`qOl5?<^*@qNAI|{(`6hD{0QZc<=(NFk0hV;T!0LH)z@$f zM-p`B+6QC{pU#-0mCKW(F&!d3O!__kDlwS!bQK&L8JLm&?In&)(1MeLvTIeb5~>j8Trm!69miZSWoC zEHlM(-Nfg0{A1`Nck-Ilu-F$Id90;+-raY^oDr=jL_-MeK5bw)p+2bmDby}i`Dl)5 z?>2NeixX)W&e71&-HGg69{iEZx7$Zre5?NS!XU5w;uKuufg0fn;PXvn6v)_AV#>Qb zmJI4Dr$@6&NL&4l9TI{i!%6AfLys%7MrFYqVjpA0* z#2-4TYa(}xXzH3b&@A@-a$0+nBbOXnq;JO!3Qg(f5g)>}^Jr;8t4Y`K=5(5?b^2;a zlV+yk@K|QnRxD(S>RC7|LsTM%=)Yi6cbc5IDJp+hdGb^by9&P*r<(WLC}lUAwXaulJ*C}S8&GNwUUI2E$^zU7qdbB{gcZgThY-4PJ z=tt6TwnREoTxp1GCOnrun#TDpcV_SrVmd%)I;npOG25iQA^f?~s=#|mhwWM7FIKZZ zX<8+^RNNlAjB2FE?%=b`UnZr2s^t)g1t#x$&CkI5a>~D|T5?9)o5B?i9t4X2jdyu3 zv_1t?Zsm6n_EdSy-PbA7>1!!`Yplc};uY6INh}<mtP!}21q{i7RRU_iU( zpRLi`lLn<^C-!?z#IDb=YmY0oUlR#sFe-|d{mRtgLAGCyf_H)AmnO?>MFNH7BgR z>t5#Oe<;slb2&rX(Y9mUye7N+k^c6|r@aB1~;%2*6V zK>LBk(L!1enM28TNC_2S-LW&y!ffH9`YuDQ#Q2GJ0sKQTsZl$kGDy0sjYMfN>Ar{; zZ$(|016*33e>vlmdQIdO+Y&iZ9e>ZX=jA(<{|I>!;{UG>A`tMoXKXnf_F0M&ic`)^ zs9%GkvG+|sTRB4+YmgRpuC~y$z1`FFEc0zP8MK_B>#405>49LzHQFnGNfa5BBmN?c zYS_N;qy+c5r484Hblx|o&8fwSgnzu^0a0P|)r@;*xd4N zPSC%QI83eVtby&cK4uzx{2zSr|J8^D07#gI{XkKAG@*XM4*xg>bMLqbH`;sqGblG& z5PDyj_7A(xFBWh08AG|D>{;tUwDUcvI4uY`Wnsv*8p?YHPF-O(@|$qdjCu{ zjQxE|x%fBKlf~zGOt-%n+NZUysS*(>%pRL=-?_HYiI0zz=oY?`)>UtWK zP_0+3d2DzCMER8-!VgCIKz$DNyRI`#@;K)(+G{k}aI$Y3ACOACGWPL#`MGyx`wS5BjhGF2B=!DB;f_upoE{|nhFJI` zuu<0pqC<&`Kj2+BfCR3<)y=FZ(}QzYhiPyB#Pc(Xc73^%Nb0krn=T6Ik~l3Fx966b zPV4@F2<2<@DvJaJ6GBFs)_nl;&Tu!aB@6?|CR37w-=dwj+wyx6AdD?iKuCp@>1F31 z*0%}zYh40Zq+89nB6X6O_2sUAFA7R5x;;@gP+EF^3HfXMn9K}EG<>&o*6%Mf(G5z? zEWBS(7Fa?j4PfT}^gVYN%5W`qcw3GqWEVu!fIFvm7>}!T3?izmebT!6xS+5La zMO5hkf3ER7O_G+30lDCYKL%mnP%mbnt31sV26Uz%kABx4$$bEq&zlsLrwff&}fEQrQ8B3rghdZNqGwRk4FTl+N)5b71gn!$Fp zLA(6wV#QFKzuSBfpqs6>B_>uj`vZ)2IiPEiwn@VB&`k?xj zC9&;wb_?Kynl?UsEa$8rd&U@I3OqW!VxnCy008FzWzZ9+;ko`dUE3fGUnmb3R>jZ4 zcLko{Oy+d617Vk*+3klQ;^Lmpd@;bma@ljhM40ufi!BWb*NpP6Ax9WR;AjJ!d@o9# zX>C;M&+DcUFA605C>-H`5=^GfK0W)CuMb0@1^|ioK9+y7XV||W;`dxU-^`MtBLT}3 zhU3ZM;9XOBHQ{wY&T<~DxmWlYA3zZs<&oPEzY;h%juOvErikri1ja+M6dPx$nHOk2 zf6tA=V{?0xt3J~y1*}>unk)mfzz8-BJ{=u^tz$MZMZ~dDRkSM$gkuNF1XF4nIPkp$ zfW$L~?fZiKF9J%rKmYvF-JyluoPC$%OFd&cB_#}hJ&yC$)j{vsh;a9eQ)LJCFc2{P z!kfG+ZEc+mDXVy=q}=Sc)}x_Ek<0*_WLdv+*`O%xe!1Hq z0>O+mzc03Lqf5;(^u>|PyxK17t>f}>AL8#NFQ9JP!@-Ph`718sP)(c!mvgxR)IKqE zZmG-o`kQ8&A&f?Q;PVZ!TQ?beAWhp~6NI|6H$XS^gUde`_x&2e$)9DoD((+`?|}Rv z7Hn7Lw)9q%Il{^NfHi+nP7o|D%}8mjguaLJ+jDpiZ85O?9M>BUMZdFV%4c1QE_-)o z!W6CJdn8x6evj*GBHyxW>r2e{F4rg1DPjzk^G^~|l-1PX3tr?CmwEKp#Y2CMJ>a|T z2qaQKi}m^^fn(DduGuUH8n;Zl*l%e*mAF)>^#W`h4Ktp80pb2H+kQN9=5!0W%eM(7 zmWL*<+h5C1fi+<+f#eKc6(0!54R*@M1hhqOIaZB{-JJmGILzC;Ga)W$&Zk_=LqdBY zt}MS=7bG1yr^2wysWXlP0mBTUeWn)Qvqk$@YbVDEGqUDJ1EJY4%QQj0SG2q>eMjRm zEgHQo(PmO2a?=5_e6eId_S23McJ%|0Ij>}QK-{!tYG90+gVL5TWm{KvQI_AQD*|On zEE>Bu0HqI{CHx@s$9<1}f$K`;w3|hl4i9F>)#AJp@FC%ofz7*upC6%p4bH=xw`-R+)cw=Rq?cgA}^o7E(e2MuM}V^6#$3tqw33iGA-Se(49_!kj4#*zXoGMs#*@-3oUSv&>}$FLD-x z)ckAdh0y!oM(zi`a>i>so388Y8-Q#~yqOwWIqaNTuFE;tW##5OB^(2Sicg(ZKB9HM zosf6^z_6l4kzb2O^&F!L5yskz3PSruH@5KI{IkE_b-;m;_I^o*Q+c>A zx3t2lFCpSoQW?RcKmR2L-W*&B)n_u4GG?ha!4C;wx}=!?$rLUu`}|S7o8v3J!mkT) z*KX0J^uy=7G#$1$N}&iY>tgepTpE0*&B~bx6uYIn<)D@V0_W_h ziPe`Q{a0EdWll-NPGCPQ#FjBoQhY-hc~KL)RP@K1B;q#M57;Z_iZ`RrFT38Oe%_el zc?wFviaqmAbbKQP14(w1?&|{g1q7-k1n!{)#tsD@@~%reCao0G=gKR<3l?X&*ZiV| zrq~VW*X5D!twAr?f0a3z0*uYfEmtz*I^6&9&(S4O=Ne4rW`cUQ@M`Z6&B5TFYh=tc z8n1~p;X73=bS6uA_h&@szWexrgd6UO<;6<$9B!=rUPSkeYYT&lk!0F|Ux)?Q$n*3Y zL&@P7dtr%!U-~et7n-0F9?~&T#?IybXw{_MY8MwnE`^Mnv@%udYw|si(B&t-$K+np z8RgUoNOTE@*W^^hNM3wD^tAW_uS^u!QR<-*Z+`buhLbelyHZa)k-Sk{B$8<_JT!YS zP)45QJgSvQSx)7fjz*jY3yr1Bt?5D)6%eZ=ZfW}2yGSda0$W?jTNOnW9Q2qAe>o@ z&{aAZ4~kk;AGI^uTt~|5XHaCtdd&<+JwOTmqPnjB^ZQc7*=K%!K!VB%P0PYDU>C;H zOi!i9Il&V6jvjn-x-}I>Ay76|e0OH4QkulU7N~>`X;PeAYUF^0i>EY*Pz!Zh6`^1T6!@R?cuysw#Zt77f#( zeZCStYmopQ-^Q%Z7c?oY>4cycR91_D_tu{>!2Ppv`;|P7ec==?7d%1+51Cm-xE=lK z1{&+`VsM~#{K^nPho(mn6)pr>R}pTLY8|s0S=tDxVfg;Wgd_8;+~f4*ng%cqE;5ZpFB;`n;x%RhOwU-e z`$wo4X()2*RB1`&Fb)gL=7ms!I$h%`Cw}4%a1si?`oExHLDMtW6=3w#-AK^Re^o^! z;Jn1aza{V;ek5ak@W8P_bk2N}HKx>9@HrZ(QV6Ce$D=tJ9?{8SV?nyJwG7d_U7ENm z#^R5>6*gK--)K6XG~M5>wDZ5oSyCAlBhWIA{-MYWklED$_4f7Pt8 z=3?JB&VGr{8gX~)ODAEKQ~2u^9~FZ2SjVgtf&A?s_>n(J6qsdMo zVx{32iG-P55jw{6mF)>%U87?Zv2Ri^kBSMY_Mr3ETafnSuH`R%I1e&On8tN~+dX0#Y$S4}!iviqBva`IME z>`5|L_7l5D#gWx|iDUtMorWo-aFIk+#S}8iUE)$Ezum>hJJpOB(%*gzkTxbC+3gqR z`iA3-d^EQSO1$s#O302#pj>LwLc3r`l;vmHL(e$Ztyeow`R-&7$E}txK3;v@W?a__ zI&HV9kxP%dM7>#z%kVj1r9By99q}@^jROLlE(=wB46Sow(HQ9qkbz2 zUvi}9;Z{XO+z2K>Z!@O&^8PD@26p1`WIzNd>8{*4{+AI+Z+%VU=d#3RZN&;&XFTEV zkK&vGNiRFHUB>0xT9v)8IDh)8Cv186w3m|Q6O0>yg55_vfD*q|gqN4-Lumv2c>rnC zC&g$N(=TAuR(RZtu|CYWjbNPH#W{l?t3=A;HVg*Wdl(Xg&3Lu(}l;U81<7S1IIY zQQCr=;o=*-3>qOANtxdTwLvKYi?*1_y>{^tyTZi6O%~bq94adnI#Hh>#FlyX50@Xj z@}utjuwpJ6x=tD^qll=ZtqhKE?DSC`k9cNRGndD#>|tFbFCsG%visJ)7CL!dL+#A| z*ZOg~WPM#9gKD#?cts~q(HY#Zw4x@6ElphdZ!nRd%~O2%S|EuRh^0^N-Xmo1c|!Fi ztX9cei+d&iODK9@HojMMh}RAIor|1f#=yYwo6K>Cc^R@k_Ijr&)c$ohXPDUJ#DgQyTf$$zhsYhLIL=59%ZJ4*cm2^el}_ z^c;J)YHHiwlq?a-hsqY0c#Fo^`*fVJ$akWKE(&RDOl)v0`QC;bXSjuVzf&r zyVefZpR`2!YlD__sj5>n2VXZVcPdw}dnDVWy%UY%w+nOfvwr_I@4oZ4?zW_y zaE37%`z4)<-uZjz0fCnI!4I``B=wD4_DqC76LBITCSSXk>hc|M(57cOLRJGCspB5w ze=v`8CCPQ;H%lr~#_{C&qVkzkTQwZ3D4&kIzS`lg_QxD2lG_FdKlf(MoP+t_zP1;RPI*2vQ|Py$?L?J+Yzp@wQN-ojcx_QyoGg!73)z=@Xq*^JnPzNbaTY|FC~fUN=Ag zEi_Ni&PnvRfWS~~!Tca4@2^V{sV-alQY5-K!$zdztDVp z*k1kvCvwj%d2{|hr-cZy;_gG{`x+OKop~STefHz!1g zm6cj+79~N#_kKsL>gSrKaD^YKIbg|}QZ4$tB>d*<1A}PkKE7J=-b_+j0Fm2q=CoIE zORs{DT2+Vw9hWaK52W;N^!_!04>BceE71wY(Piyimmh@BfV;XHi7oM^>HSn7cNnnj zAj3fQvt@BZ8Kd!a)tD@PQmb9iQH|Rm6fYhYFMwRI@k}KbpHA-zD$YxM@*7vU%@fP@ z8x%LkB!E)8h3k{~-t}>jl+%>yo9jbSmsrbX+q~$3raKoXNU9p^Z{Q)*r1G>o_5(x3}HgJ`q z#EjqR1t^otfbzGv=+?(fA< z{R98yh3>DoUSG^J&DULmzO5!j5&;`T9UivV0Tif4f^Pn7f&xmR_9LIe>;L*SAii&g zqP4^FdqwNT)`5qj8LBR%{#4Yt-a3k>-WFu6<$7_JmcN1O!Vlu0l9hh``57j)({e~! zyU&thG*Jo~zw1Z8ZaDdZ%1g|d*J~GNw{^FyOQVBFzw0!)<0%P$-rf=MIR)+J1_Q^c z?tyX%Iq#d-plPgmb;Bo=+6jP9-OrInN-OqsEBb_|qkAu%-n<0;X%SG}b*=K*z#8ec zX#rO57A{5XLP`Pk6Dv4$&^89RD!4;M$hAJkP(6#e<85ePQji9W>xJh~xp`F+N>~r) zjNFEwAnGS8>x*RONS=>iyT+C=bpF`B0#(KQGXfJuV$YzRi|vZLo1*Q$r?W+$N56_W z`SfXB`2BXL$4C!&10v!9AJS{{TwjO;bShcAkTIkK5{VGz@B8v1@4;&}K!$SH4ddL5 zJpLQxIi3a2%i@AWXqc9>)+syzTymwuM8Ki&VoyoxLaQkh&w;C)2zcX%If^p0tEv0& z6Tq`&I=KLqnUM(4GaRmPU;98ec_!Yt7vsq$z?{&F*Yu}f!%ur-7UDpbo=M#7W>DjW z(Lhz?iB?BgLN{F*&~prfq;#QqD@poB^nuHZxuFxN)jBIH)HeqL&~YgGW{GP%=%H3! z_JwrX9puk+$sWo?N=j>seE~wY(W3{mJwU{2NhAbSbJIW=`2o`k-Bf-NxQSx+F z+ZOOpKJa?s4KRndq5H}4RRVtog*Xh#0&%-Y4te=48u_~8T-VZTEW;hb%b`%)27Ji8 z*hBCY3G~OhA3~=gYl-Zd4BHE+myfL{A%s!o1Zc&fmk@Ef@*P=7sjt66!daf9eNGh%R?hF>jR4L#Dy&L(Z z1)#dOq{#VFuo~k-7;iu{ITuwKdz0IPTbaP6x~bejF4x21j4e%T@S_y$BUQ2!A#R_@ z);`Ijrz*mH@nS@WiBe|8OO$=HglB?DD9)LLCM3O@l+TQWaNpsrYrZ`5kEO)S@C#B5 zxn(;g2v6)zU12Y14>V&n!9|S*Ia115F`E4r9i5rnbbxt4lQu{(r+b7(#I1beB#(## z4!i@PLUo3c;+$`=qYm!8)o1*TVG#E{5r8w55Z)<)%C;&7D#lM&B_`HiJJs0#x=v)p zb6&L3dbR$UKW2<;Hb)uD=x)KsYkP6bU~IH4GpmdbYFJZYJ&J}@w_h`qqERXM`pci< zFR`+K68df7Q%>`1TEA@(`$P{0E;J2zeTWx;`eaJYqPRr zDix0&(L441BpwTwj6Xr!JV(2QF+yes8+S@)=5AjtYtDO zD_mK_ZCLNIJTd%mSMGy@(z9weUG1JeGjS{)QB-AIiu{{Yvbl$g&grEv-q2+jVt0>EreEa#% zP`KShjn>>)4*;!A=SijvNE3Te$q}^Vm8*WD zE8x6W?U_GWys3|@m?{QU>)Oh%?LSSh^|#{l-U{Q&Z_WBp+Ta(VKj!`Mi`@YiX|(`H z-K6rtPV1xiHv&npc%W~yqoS9W)s4&|d%@GG+ zOkyhPd*2;L{tIAx=oQ1)>TN7rQ(+i^cMM>{x<8)I=(vNqC7F8KlN45P`vzmVy0_hY z@1uP-i?_

TkKv3*?6fwyTK6yY=|&K4T3=0J44;h4kKLIW{%k2O%{X6WUJn&G?(z z1fX;+*YP~cQu;^FM;O75rvHGGU!QbU^i)?W#)gY=4;wxUm-52*!|h-GJ}`2Z@Qaqt zXpRJg8!^&8bHr9F_i{I1>+QisCAA7SMe)}`>AHgNP1pv{{HcD4R!o&RumPQ(aoDJe zz;Du87Mu^f!inngp2#|tJki9B^YYGHSJhd{qCRu6i1~;@RV_JE3(xleQDoNY zr+8y_@X^iKD#Jx5CHZC&g3Jd-aE1G(fV(uxmW@i|rifKgDaoC1L_@#F3Iw%Q*#QLb z5AVl;LfluE@vik`o*x5_ns9tRzAT{aBNQoA78tn!Rc5-)7>1CctN)x zV$#l~AXn~mlOw6W`0o=wJ_4R7P^=Cus9n^Kz72r@tWH-eN@ zDc)mJdv{^q8&XB$tX|tnk6@k)6uMTrGL<2mY6BMqY{37I{sz>h%evqBmwM<8H=f9b z*GiJXYQ#1iK{b5$==c3jg*g7@7QIlr{EI7&NQ4_UBS&)~pYB!@Rp}janjXQ7G2pDu zMon`1RM--o3uaqTSKk3$et%MYjM6eW9)p#6mJw#(OsLSx3kN4=ST}VN*Y9p@!#zyQ?yKa|-V$s5kGUX-F@3^Kw022Jgl7 zL+O6OA{aCyk%fkPVk{~ZfQ2*n+|B;8YyQiEK`IRum%S>pELnQPnV#pIeoEqTM6fN{ zC(nE^RbR{P6n>$=m8dIl-N~qz4#i5ZN{@8MpV$fL=o9_caT-y-My`*Qab|E5=nmS4 zl(?0)G_ikwr6mQk?~L77A?KYY)6FHwO>6t4K9T?cbar|BahwV~b0~enzpuzi5(Z`y zQ4?#U%*hL`xU$NPhnEbxG^2aXU`Ro~0k>+x+i{g>9Be0|+ zkV_kPuUQL8tmZ!XT3e#{g$ie}r81#47uaMYDVW(EBgxlKXB0@>)=#u~kNb*=z?Kls zvgAO&=6~PTYE(BjoOyC0+4XcOw#774X^GPOPdz^+)ibYnG8W99LFHg!`PWI0klV_| zr7)&C-tc5dJv9JOYR@za0+Lo~0;j!&C#3oVeOM3*o;XyOOr-F;azHG-S_ z@saEDp?I_-=Aon&%&f>%;hV)kepq1?Cc(FNut=jEjn>@}aa?F+tJj6~Q0KB@Sxth& zXe9Z_p>tb>PR({88r3FW->0n``w|y6|bMvRBTRyGS6t`8uZS!UApNOYTBWWT9lmd|b z-~EM;)-(+d6?R1|%GY8ZReBkuYt6O9>O?v_fuzuJHE0 z$Ccd!Di&O_v(z!P??iNWIm%;oEsI6NL4P6nhi@GNZC8)WF_=>>Y^RQ!-JMxnXiNd33iLhPPo(E+;mcgfpun{gj*5} z{)v;PjCFTd>8$lU@|Pk7`0v5pmCF=Twx01!p zSj1K`M4J?KBk+}~s4#w7ryeTrR5gME*DhGa<;`iPQ4&5ZV)Yme&UeGB3z&_&uY9xB z&(+b5uG>R#@d6hNX&%)TnYpG>XflKYNo5>HN2qHM(q0751i5qhd#fdy8vP+=APh^1 zw?@%SW<~6kaFOofj8_2T>hqLaXnBqf#qMYZIWyiYgj9xZVU^j=iFL?|X&gfe17_Li zPx`*PrYI5EDb$wu9e8asYULS@E${#8Tj5Z;f3k16Q#_(UEy+Kbz(Q#Vx8r$x2AOno z+jcn4={XT2p}WhR+ZJ>9D43e$Ue3K>Ew&^{0~ra{;?G}E!y z%@(4%(xK&XsOCZ+q#P=LqHq26-<|^Ial&uzfQkNG`KZj<*Fp300CLU_1FmYiw01%T zwb8CFzKevsr9k!g1?s!nfClzm)WolQ>SrL=0Bk{P>0iWTNBWMf` zFM2LN$nEn1&wa&RkXCO4ba7w3`~G+6n&a22vb{&I>*OxXCaZO#!3&Y(A6}atiYLeG7pIQe3tS&A?$ur}cSXFzZ}R5FGtvps=x^^A|e<0@oIAF!oe)FRHeo z{}&XA|82>hRQT>XbWfFmE;umbs_9%|ESsxGV}h+Cgo=ykU)v^>$+KrWxnx7so*;0$ zih!%{B#t(*KN8MLMGufmbmbOtFm~1FSvoYM(N1{AEXbylK!lsQ2p^P_jrhmH>0i(` z0&ivHU+yx>BIg>MX~VfoDl+H=8G+}J0ksJfvxV7 zz_-xBNe9%WUB;o}q+D^dH6F0{or8|LQQ$ae3DCY;!^e#0+vYr#M!DY}A}#4fF=NzXD~WVXNw|0LXrQ!%nQ&gx3&#_HIuA7b>(j0bZTd;)}zIq^s*TtPs8GD3&|!Y1-gepVCg>cYn` zj`E178P7C>xEo}A^VQ+}&{YG9#gZC1iLFW!l!p+B?Afgv8TGR5-fu|a{DRO`c1zA2 z^DN<(%*JJW$vB~W8dEL}gH^zrKWA^~JzF!ULLizvq#f!qqvAh_Rv_62LTVq7Mv%uS z*wP;v<6VPucQ4a7Vty$_P6L7#ZC$!YLNF%zt;M}iZ*#RL*OAxeBruOH7V8sb z`wWu*#OV^fE&D~)KPpm8(X2JwqB1M(3I`LT7Y|sao<*4TY&JPJ>%Oe*m?<*)^+4#M zrlk*r{+`H1w&Bl(pzmGxDXu_nMov+dO4A1dLX-#6)zGQ3G<(3{WdZQW$4j^dB7AA> zr!Jf-)%I{tm5?hB7E&kn^>M!qe>KG$c8}2+XonsK9K!4q`K2f@bU+RH_EBBvA&s>Q z`5v#Rvv0qa60Oh@C0TnPpXTr-hkrTAF+0Zu{Y6A%?+DT=BU5h9S6$B|@PX__Sp%^@ zE9lE^>;IDet;L}{V<*$1R(Is6lH&hRE7su`i7+lhLt&qoa7*TowIINbq4^70FL8}M zLGOR_8A5#bYwB(CXKI;I6{NX>T50OS#DNGMSz^3RT5Rjpx?V60>S0en36ahR^o$iq zyBHpsW|*%Z&1&&Q6qCwxnJHGHT7DRi-fC`OYlu9sgq7?$*frDs*bJ`x7`+&o=!O+O z*nNee%@VmYZy5`*t$?i!#rws>=r`Nibl)f8Jp5{?_LVgPEeew(9`ajwt;=m70Z6PJ zPU6lF@5@QpR#gc*O`LNM;w=7i96uB)yr(qNi=G$@N9|s`&ezW5C!N-fZ%@sS)G^x5 z9@F3ajBwk!Ura9|Laek!KB;mZdLTs+E;dOJe{wmu^(UqExIngt!_Js*1VSW9$pHt6 ze!C;azaYU6sH|T!d?Ah?^F45Po3UHb6ss{>cF863FcwK-y_1t30m7GDY;B!+YfiMSiZhO~ z>_DxTJYHlahRSz-LA!0Rg3HEG`$DUrFR<2zG@-Lk#}lf9P2(^pCQ2}0XE@65n(@{{ z{vS#`C7;~w{LT7u>8S96HR@wp5+U6)P`mmUB5Pl3bY;bkUlU#T@R^ z)P$3j6uuk;UHWLtsGO6BJ_OiU+EZUPk@(7F5#KO{E+#oq9!__Zsh)ZM{iyexjfTp3 zH=3F@|LiGPZ=$wOggYacQDgyNZh9Dqb__QdIAQp?P8Kf`SnrWW81?2nM_z-=F(%O> zq_0=96+y_N%hQ;&sKS_7(>3*4S^QSKoL-UcoA(o`e$B=RY}h?VoL=H7A=I3aQ+9}* zzzyRu-8ldq#!zyy$tuoWM&l&r7B4=l+?5<3jnn>G!rdCSOVP_{g^&2-F&0$oYJyI^ zI~M9nD?W?_aokf&(^Hw`V){7E7zF3X&ldMO11;UEKH4noTZ(TD=@D#-op}s5?sR~C zY@_=5{Levf33M>ZR&$a*#}a2v{|+*4{b zh_o->|Gy5`T8zN3`D{`rb3G2}mb81<4$CqTt{1)UAHI?ibhuK z_STZ|l+XLpo-&J}5P~s-gj$_)C&ENqu5>G^RslwGY9ut1%_YPnTS8CAVi89SQQXza z-dWw_2S#`SH!jyDe0rZj_hwlzOseUUKBYK5X3fQqN8oxPfJRyt!!5xrr;k>y+I{Q} z-7qJdkNff~koeR>NVx7J2<62&J~Mhm-Lni}OTBu`rRDudzvGOagXH`pT5hOWF{*G3 zyBI#P6-eiV+lP}&!`!v62q#H?wFxWW*xHsmDE#?J@lTIWyp*-%2CZeZ+K*@MHB}fe zO-_#VK6@!^w^}Ch=Y$2%9h!+LKfb?7#rK;@-}O;xru26VI%PSY{FOAWo%CwFsLY_p zcP=-G!%FCT&=Euqig9z4&pZsI{i9K^g=lXlN;JaNAv!pn)+g+Nr*Stlj@+f{mE+2X z9k3pt_slpf-??G!Qq_uy3G2ed3{;`}X>u9)v7+o!ES?fKyp)!Z8P)Z>OA#C^1rE5{{6cAuCAUQayQU4PtCMyw32p;M3e#R7 z<`|0#HI}cKAyT>ZX{O5|=mIw*+}OY79>cC0oF%llOO}KXA*;SCOBrvyrj9v0YXHAx zweYo#yE0eQyKOXF;l0pj^@!S(lKUHd|V#a<+U@mPExbGjuB1ZR{UH z-tT97=JlnB{0;GB6}F`@Z6PUkKzzNf?7EC}&l`403ceDqsps(#*}7Ur^BOBin<~vX zOLEHY)6Bh!+eOLZ15!p@}C`3Pw~-(mFS<1e!#eh>WvztfhHo_9<#jlLACCeJX= zo%ZYU(u^ZZbF>5oOlurA*x&Gzg5;hN$TKy(W&0+T8Qd88Hw)~G^(@!N$C=O=jXo69 ziq%%Vk|Il*P{Lj3D^aw6J74#%Pq4a3gF7MD-_5>{8qSIcdB{B+`#p7s!klr{*v=cD zQp~KYnjouaicBV#^+F;aRzihO{2C@(^5?M=8gAb0-I1~L`E7S6!JrcQIHz4M+X8v) z4nn@xt-}+Jy74v&Yk>*0tdNz)l=faB0i6ryQqqGP1y3|1;naV^88)93y}%OcVYAR9 zvvp$EpLD*!`SCWhIP={EZe;oC+GnGWBQHvc5B!&zevbLgX;p^NOxxGCk-R)*sLt+r zAEr@t<{0Ne3d5?p5r7z?GMtnw<%lr0o59;wK4#J0lU^lxCu}awiAhvml5{L@k?&8C zV9k{JO=d?Vo;6%_rmJ0Drh3|u;Ad4AmK#aM;R@U$S&T)K@MnY8DJhODFL6u)`H@a& zoZ?0=0CkpnZLBK(h?jj7+K9%k3;`2NsqJxp49 z_pg`dSV{<#`zdB>&;`-kpCYLYrBRi{GS`mNb>263D}w^M6SqW~P3UpMoRW7|EzstH z%}#Gip^OB$zum9bBx`f_MHA*-O6e%}qmK{7(}YV?MMd?hPI_>fL>k|y3AA9y% z7HTOkgM{SMZ`vLvlrEC#4(Jrqgk|D#E7o}BZJ$VBOYIn0c;5a$427$AmHzpOGxfwH z|Kb$M;{L-aLL(eZszzTWm;75%NcvZ>*yRvDvpt(^RljvKMvkX2ogDtJBLX&Rfk%6* zBL?)>s(Xbjo;$zrK{U`?|7&E{-;q$$#P7d^#rgQ72`%UdPwQJoSGNoPGq@`kc#tFH zv3x>IL1AdUB=!U~&qn@!Y;*kcDgBu=Tw_|5x#x}q^We<;F&t|a(2icUhMv{$Ljxs- z!J~*tePV5IbMN}An{~bV;v!J*QYp{Wwfk1ZjHE5!jJO{V4mv3Y3#c zf@v=z;15fwEL?PY`v=Q(cKhMI;Y1X#XPSOMGkG9;$06)8`U;PrR-7I2F}ITiDQ zZaIh_G=97xlBOQ6#L8ICeNgJhcBm#z1UtRl!1NfJZg$URlG^98ml} zZ~PW&A$U9v+S^E|m28dk_EVO>Q<`1jyB=ytHfHvtP2Pgp-*^s!T~R;(_LMhg6HfJ? z2Z65MPE9&AkL(>#XAK115}C8j6DYD@{t1mFOALZWJ*>N4LLILfux%ebsDe`tIK|bk zAfLYw(D>zXv=7oCIxRmjuz~X!eO4S0o9SSddXrkafBy$&t4#MPjU-`aQhUu^*BmHXkO5ehVf`6Wd753%6hDB^m_}Q{99lO~g)a z9jv&07f^ZoiYO~KQT*--mf!T%L6fky7f2}wP9Pi_%Cv9M_t3@slZA!b^2FSG2qu87 zfZCl|H5eWx1!_)OH%a*)!(V5tgTc5o?6wBP%l6X3sCqmOd$Ajzx{?n@EQQ-3L84rJ@HmX=d1pYr!U}4 zI|B8o3VS!7N5YYFE=f*Xg~eZ{{PG)6Hr_>xZfAqh7S)15Dnda2_KG2Rl!)t^$Vw>ejkA!FQ-+9d0 z4SL3RV`&V%2Z`RG&pBVcBQqSjL@eL}gyhn8hFUH@Zr2@SU{ru*<|!VWCA@W?bec~f z!-@EDsQlcl>_`=+$|=MUEAv0OPrONmOyiz5ORXalDB4Bu!>W5?uhXpELpAyDIBf9u z<-VzMR8bbTgl+F;egCLFTD6k|y~m6>>ROR1NR(c_I@HbM%#}dl!3rJJ@Q<=gB%NA9 zXXZ=@3&v#c-XK0{$+VW%F6qyEhj5_R7)z3^2qONMdXIqWp0z|^r{*erglWkAG}Kq~ z1q()g#>YoJbwx$@)8)|W`&trPy%HEK4MEKtmtE1?DyGqYFlm`t?tQ8E&qnBt>Yr;y>e@cgGh$K7-x<)S=C)|py z&k>y@{>hFnpo_)%*UdK!5+2?1CJ|Yb?U*L=p*vIa_w8EJmue%tnQN>LZiIa!4CR2 zVEu!T~w(k1%imkszH%F5$ErYLI0evvAtklx zkOl$i?nXL<4M>-ONGL6#q=0lwNxNwTWD6(~A}OGrYx%qH`#H}u&hwu4FZLKPb}ZJq z_PXYG&iT3Rdd~HS8(n^oPr)FMT-Sozb=NK*#g*ves{`rdStogm_*2D>ebB+9c( zcfyUROV-JnjNJhvSyEA!dgGi0wRev=bp)Zk#YLvuS29lo z$;XboP@&--uvjVwr28sQ3|I8{cbTHB`yV}zBYkAS_tQ;!y@hNy!oHGZ1$P$>yy=#C zeO&@T$VN(S@m*p^S+DPQD|2Oel949|ulIEoFuTb=vOS5KNVxQNNG3}s;3}1liJW)H z$G0nfk#8I({DSJ7t-Fm`!J{kD521gY6xn+wsUcNazX164?2p zci^iP!aQ+uQk!8gY9j9!IM$oZs_8z2N=mbwufEVm!3U9yW=P6Ob^c|jFmcxE)K(*t z(Ix9;YP*^Jsti9~^0{B0hA`<3!BLM#UqrH9V98m7-0x_scc{aF1I_5Q+hHGUnrvEM zm-JctnHX%Oe0taTm+F1Jdo;TD?mbruIH`yz8Y6tc#YSQJ^3H6L7WOlsQuVQiA|J;_ zQr{v`8sc9h5~jsk>D=rc$Na^$;bO;^?sH~3aSpdH2#2Syr0abLU3IB2)r2{nh##2> zcc8*eg(h(Hz@qemnJkRQB4eL${@{&Doll*0esE%a|?#vRnAJv!33gJoM}j(&#U3-bKtd!DMNvXK z8`ek()2{-sU0nHeD}A8NjX8NYJPR9B@85Wd`9}fb}U@Ybjlnwz}S_hocAmuiccf_Q3BmQb@BN_61LN z0rky#gYe-q_bz}E9(CmMu-Kaf!5{{ z7U-hE{baS4357xXT94s#0kT2PfH1t z+sU*3Dd7va5WG>9k{qDrx@yHQr)-k*6{FU zzY#E^wVVrgSE(16GrnfMb%{6Q=2b3EJ<=*hK@_n6l6+@HUK8$!?A`;q+~SQLGP@n@ z3XRvK*tpm$rWB!!Z$$QJXufUhd`#;G!=BKRP7+D^-={Xcrc{M})B)HIpwAhrBNB5$ z0+o!K*P_WU4#_vL*op=@Tx6sAo(}jdjr@t?>kQ|KjC#8t4Y6k3={mN&=(&~Bc}QWi zk~;OY+z1zFZiHi?)tD7$`0@lMI#1u3#DP=TXlYp$6;I+ z4OIH@hn~KPtr_HCKP*8S1w%V+$K#0?=HI9E|A-eGtedG8ULj!AF)vubwR;&`5|7kX z+w9UmzEr18jyRQ(W>;HBf-oa>HQxP(S5HHlllv^^e-{z<#rq5S*TV9_Ypw^E>E#_Ba)q1kSGkv-GeQTA{ZrTr1o z2NrL1DrB@}+0D{U_Q?38Ct4v6lm*n}6)l?WFZ3z{4T@i|dXU{&y7kPi^cshhy2@SK zkkZo@;?gRkw@A2Y#602Sj_}wVjb2t3tk$|FRKxl4`ZkTM^);z`E}KVOq)4jdNy=1BKczI6;1#VEZ*FyVH8}6Ay+5Bl<2KIf~%EkQVIDI&ha}9z1?H1P$ zaNo+J`#m>H_Dp?!6ruKqjjB6N(uUzn(#-0Oga%CcGGW+#4B^S4@Xss+dDZ(BL1SpO=+)G7E8pHv>_-dHS`ho>VD?nV07tbI;-$g0s{)iMqhIVDvUln zWDcb}>-7k%8$qxNez-{hWx0yzX!r*MaS<3ul4g;VCcB&5{M#7_9*c^-}(E^jN}| zXVGjf&DVnnp2PxtX|9h$wL(mZH}I^Jy$IUTxUGr&Gy#zV8ARPDwXyq_EB7u;$Plg(k$O$g$Y~WrVRO~^R zG!@$uxLCg-#bUpU^udVE>Npdh#Lje2Z@%pxaDVCPyP|HwKbxl2cbgk5k-6Y|caej` zlLt55{w!t!pOwU2=2MahDb_O0Q-9H$OVqZvRy?&EPSO1g@L!y&k2LEGV9=RS9rs>m z6>om{n3Pt$_$Cdp+0O0`S~#vnBS~)h=aGaph&{I@ks$mM^xiGl6zsmN~F zzdQF_;Q#5|`$hvf!)(G8pb)G{S^595bIk6v zUb{`l5X9to80Uc_vsePMxj$$oa6|iB9(FwiIYZ4wn=AW{+jAqr+5gh+lx&~{ zQ@>Dt2}?6?K5rOMMC^9eQP>f-G&OmB2Zk(*v)LB8>c)(j_CLP=nB&xw0A!w&X>ucq z_{GWRhPoGgTQ)bC2r_8$zu%DqJ$8%%Cip|h$HBsDS(jOp|GX+D_!48s5=CZW$TaMO zezDtws|H1t<$y7y!`=ynRt=a@NBa~QNy5@-V+IPJz$Ttw$1!EN4S`cY)~?phpRzHr9n7p@q8GRRyZtZAD_E&xxb+W6=B}89FId(+ z^Gf}@AI=zRiO10C{s_Eb@7Z!>R91uPMW%rAb>EVi(Arp9I|RyTdTf)OKy2nX!!s4i zY0I_q$-wS6KYnahN6F81jW(vpaQP*$(KZ_5Xm%s2sqQaD(Mpv zFdG9QGA-DW`MF$0j$R%Y{^ug?qd^)SD~y+sUE zE0n-|Vym+P5h-HJSo)I>-~f;kF%40fW8Fon)sCZZnN0AQ`Z3SfLcQLA)@#asRx=-{ zXbp2zWfS7M`&xwEIG!vxkvX{n1%C?+0GVr7Vp%vL0c@0s(U;reJrDLWd}8^aZbOu? zkOh2jA`Y?zW92uBYg9F*@qa^@n|`YYkeIBizffin{(ie%S(@tl6cpEO10j}c;h9xD z=VlPV&t{#EVX@@bUj07rv8tutC*`WG?xmF=BF1#^&_(CevX$X8qD%RUoGsnbYD zNMEf4iPfg)*->S^`FRDI6MypUyN(M0SW2w*cV2Y6^~I<6IWEHhoO-|OiCVH|{SL?m zhKbA>8c@;mk^TbKPLtNmnk1`#JZD%}!ov)HlzJ0a7d9wMxaLFoqKO>-mc@tujQgzF;FmX- zkg4%Dk;^49BcfzTOJF2Y<^W@2E=EdASAGnQF6Mnw``4gw%fZIGi8rn+D-pp@KXYTG z15LfnyeX~7u{_&|huw5u;NV?tI0QjjK*Qa>Yl{&&Jh~5R=_YQ;9wlr8;px!g^aaYl95N5xn&X76#Zqmoq`1gQKviX{G{@8}y65hXWOh z5q&(OE0R+_MX!$!GiY-@Ws0)%>3*tOm(9GvvQ4V{F=?Otb7M~52k&;Mq=N$OvC*=g zYRhP=_S4JnbmSw}n5=LQ0yg)0hhN_Z?SLewKW@mWcO2u$x@^x7g->oUFv$(>Z1k<7 zdq*N;M3|BU&u&O;M1rAJINo3|j%e05F?)d%!cD!mdIhSEa|zUJNnOI^Tqr*O z2yih(K_YiJs4#F={T7vK(B}-*r*0}D>9#IDb`_lOCJBWz9QyQb+A}T&)~U)hP^igk zm2snLUk$evseP|Regl1@yU)XEHJ*^>f?-Pri9$RN`W%|DpY`=5hz-ZG9eu=ryl6m% zWBuZ=5DkYa2i~O~{S12QH`cQH4U$}4+x_-fw1*BFtlV?l+Y_+~I^4o~Mhv0h{2>}! z^+3iqNb?R1uonLPr8JFNdD=~b0f_pY!f+zWL8XUI*1CsCJsTO7EzN@nj_ef8C{odOiyRuXb^L_`RA+g8qFT@A5*-A@E{c{gp zgHF|yOUS~zwq&fJTXv(8dv_%KuTCeV2G#f#htR)LtVvstg;tV#%s%N^#-B6zZ3pbd zF?I{d)JZh+1EM~ZUN?psUd)iBnk5jdSUKHKzK=2p)lrj7wN^#r9uU+WrDL_Vq*?dh zpoGFg#6|i53bh$a$W5l_iPs2+id`jjJ{|Dfw^`q$i-`FpKjKhTVE17{ofXl@zk?@o z5h>{sAyI*)*}H;c$;lNk@#LO>WJyb|wyE7fYZk96c;Or7PP$yCIQ3H)s>Cxq43g)TALJ6FNMP+8=Z$Kkx>baUVmXc(Qtn0$oF0X?S zQ6>BpA%fpUtNAU|W-qk(2~R~zLfB5j+a#JzKh1sIpRAQ`JJ~HO3r|Jn4{YRR>>H$4 zpLWeW0VlVie!u@ujmQc6w-OTUjqlM@#VTjSBC=4($z>CcGOmg0_r~qLYxTD@%qnAs zYR;SPZDXCqpxLdo=I}q6`>FtJ+s=`~?UgsgjZ4^Liv+>o=;`sby>Zn|8$P68_W}be z_292~uLCFkr=lT~pWNN$=sE9wDR7Mm$Yn>@O1B;$Uikhg>bhSqOpIk0rqX=+C;5JM+1xYEnJD+qcQOXnSFSfCj0Cz ze6I1k&UCZ{u4X_PnPl=`&5mp!sOO!BhHzP(Jg3rrPp4a_ruN@We`1vB<6>52!Sl9<`)dG8(MA_t%o7B> zlJ?FQr9gif&rJs`TCbccXVohHB*#;-C)S@HcV`~KC0vCodeRlo8wfD~t5)8Ma2}lN zWfoq;;^o%9yr@eo_4D>A8ay>te{<_?U}tl&Z`uGV9_H)-wUm!}z#F|a;o>m~T$dH? zmduX~go#0ae~WnN@v7jx%$3ab`>vj|<~piBCAT{;UV+7M2JNpt=h}t)U;5mw3@~T>kIf;IU0maHZzCMc&FMm+KmnNp8t^4U?via z7C6!Xaw|H8$wcEQ@2Rq=GE;V06P5I5-8-p}am#(c!pyARo{6gA=xkfx-PA zbfJkKkdcKOzOCw3QJA=m6T(##qx&E%t#X}tLYJUF0|ZQK#6MLchji2u^3m?Ul-Dgw z)qkltYTn_<;3GaM*pOKXhd6z1v`6RrT0us6WE{uN;R z=@FKyJ6UWe{~kN-qkY&tCGO|YB$yHLKBH;wqcb+tp4X_x;;mm=%2YrzeP3jva-NS{`Z%NC?6r5Q7k*T)SjT~jEU#Tb`dI8}0(ZM+Y`-H}`44gj z&b!NN)4#Hs1cVQmTI@3~;d_#mA;xjV3hK%79Ef8J>4(wiJ80x}gVum{>`E~|*yI-X zh#TdPpT420uEc|)z;Wey*VL7-v3IkUv(3ur)>)S)RH^3|kd?kmG&t~x#y))Qv1Ezd zt~Fgo@$@%iZR@7Loj+URKw!%<8b#xZE+X+qS6_JSkDqA(fd=B4x;X_o zXUh70*BK6tegwl(^Su#f&pv{(yx?Oi;?~#=iz08oi+#%0HtSlv$jbd8zD8ZA$MAZN zFD0xkfl(S@S?7m^Egi4WwVPn}>42ga|kkk?3|cnP6?(cg^RBiIFh$dA3x|4HXA@3k;9LWz}idA_8@)W$Hc#ArdWz_tHt-;Hfx;P9#i zOwq#jRO2cFJ6?~aT7RY#_-_f;!No;Ps4@>TNE(gT+B4>tPm0gFz%QW#eicjm3}u40 zq)?aPkSSkoYXa6Q>ah;KSl?nbIa~>ob-N~thaOQE`n})wB@;Lh!DpPpcdw(*NT~7! zOWoDbOx{LYINGz=z84iM+!u62b;Tp5$~W6&Cvl;46(Jva8gT9mF(iZ!`BX0IPlu5$ znq{R)yt#)kIvgmyApI>0Xd;(f)9)rq*x#A|SX)d`=5JdF=R|n=1m|Ce>filz=bV#$YX1POz#IQb^!AZ92$yT1Z1@ z&tA4r{*PFfAH&%tOi(7j&PvS*E4BUs+&TqZBC}JUtTU*SX1RLM!_%f=u_fL!ZT#z8 zy}x$h!*^+fMSm_2GL0@P|3ru-%#xza(@Sr=->3Sni{nSca%YEBCb2zMvbYzgsZO?0 zrogvUjOJlq!y!v-m6e@*$!lXQ>{42wvQXLSf{r{pV~;Wjhaq@oyt7equqZ8$bxM`3 zel>#g^%miCMML;SbAzdi2Q_fJr8X4JGmyoYGM8Faeqks?%gGxTN=4rJ9s{4gMXxIt zWuQCtf(9fn*+x!V(vadyTJqJ+T$k!*Xnmsv@&bJOdlqP+47{;^o5Q}rC&OL3#tTeE4@U7`*5)V zs$o4@6ob6(t2?3KRiCwjby4v`T|uC6$}iffsNd$&N9O{W1GSpB!SW_}xbcX)BgN;c`WQ~m02J4`Gx_Rg8jRhLi zNO)-S8+nYX%D3g@?SD)nDot!pqAi}t9}5byFVPHVAmTCUW4IPd&>H!_jddTjVcnCZ zeo(h_W0Go)sFhY$1#YlRj))}M2Pvjw0<*0RFO}K;W5`VPj~F#5$TAxApU|e}{|?VR z8fonhS&7=p81`lqyL_vx2i##q5kYuK7UJ#;i=f9Y^Ppa|h=0G`@;zJHOj!Lb_j}+k z0A4qSk^0@+LZS4r|ErhzAMea|yw9NhH`vSPV2}DV-MklBq4*o5>*xYgh9BKh5s+4& z&Gb1nvz=8m3w8B?J_aX0m~>&JS*Hw>4hszsiQIu4JBNucrJpXM=DN0pcJJNpdKhf@ zYM65!v`lSfyk^Rm1%9Y()mx7MyOrUvp*CTG8nSR5=T3#alvX(>_6kxA4m$yx_0`Z* z2aqRv#GUr>RN^C$Pnsn!Hljo8*dHfafq>=&NS>K8ZSDUDILoc%34_fu@prFovUhi_a{CuXYhhdwqU! z0)@`HcrQ^Pwq)V=r8w@XYDdqG%%RIu;1=5k@j@@lu%mY%)rkV>XHV_BU(0^ro%7bV zmIR(T1o1rr(CXF*P#yMwDgO~j)20%1oPm;{YT%^^*SK;SP7C|YHUYJP{pi2}5w+Fn zuuY0WF4SD;0sud3gM6zGZ7DkXIOxe+c?|`jw%>tm+p0A9{2--?DAK=zd|g{JKbL)= zOeolczwk*r#wi?)`y$@rKFX2f4n;POE+;`~@%PUO4c;2VgXRqcp&0M$dIdi~*rT?w zZR$5)1D=eeN22phUx67*tZe-R;CXu<0Q*?}-_kXpahNkfI@F)ei!C%M2d3{!mxlC* zJ%4^XbR**rKmEmUOaP&=d%G2t%A00ccQnBKyFTpYg2nL5kHEeLnp2%|dx8OpI7et( z=p2}9oZbM{3d%Yz2BBIAhlD%E#Y1mPl@+=+Boj*l8I#bsKiB&f%8D7e9|U^ZMM24% z*3rkHn=e`byF?r?Sw?~aM$X^iLak#zav`IeUoSfD9SGwQw4U=z_$K6Z`_2FD0fJM@#qF^SZ4rz3hWk#`H&PN!SQ(Jiiink#af8w0C?V@)-{)H zP?NL`kP~0JM1;6Oo!;#%esa)?HslC`gnQ4!IW*N&<~}owr?U^Krd!5*mivv8%lk*M z^N9eCJ=eo(&%eNq$3YOVV@UrWV8;fFcogttl}PT@4-CqU=` z`>V#tE1%DRrC`cJ3u)K+kl36qkHs3v#TEsmHBFXz;9@jjnU?3;fC>Qn`YU8ltH_lu zG@}N=AzOhGu}lC_<`?b@ZB>7=dw$(+zxOx8Jd=PuzLt8l=Jn8S22Y@y4{<;mEHuv&Z z5I3tt9Gk?={pap)SzZ&{@_b0-qZ1igHu-)#LP{?NHhMFACllGpR07ubWs_byV7DYGs=sB`fuiM0> z>?flRI{;miO1}qON?FGebXShj&xSXSC%6yA;}+GU4k6Bq@DwL5i;l1?mager0EL~^ z1D?9TuLWZ1_>Y6ZT!HHmTl5*@857P7JPcd}?<4&u;UVB+9cxZd$Fz@SWli68V#iX$ zv&mu2|8gTWBTsGO73RI_7e$mm;bHC8s|GH#6M2K)j%wpTN0icb`RpwzIy75Ao182% zRvWysvL^O&-0ab z4+49nQpZ{H5W>ewMcBeBhCVT}aEp^%;fO}YQsVd%fGgKkGfUAWf4kqg&3Ho6=4CEl(4#?t*ycd z)s^D`%P**_Q&K$d2xzutD~~25B;ll#}KcDOwNn)-_y zrjLbbtnXCC15Hlp3D4JG@!w2XQFu{J^?dSL0r;3cvLg<}JCMKI_pecqNw$xKg;rET z3f=W4t+)vSEwdnPZNpmge# zj6NyhQzXpNj>*BwIS zSf=#!H-XBH5J+;8hCRLRfywuLiHkfQgrTAnrI&p`WHT!`bpUk5N^(fx$F8(RliaNo z`L5W6-B_F9kggsJSnADLF}mIOk`j99PUqws?M9EJ;ta?L$2%ZUnSD%2XR=&zP=^50 zUH*rr$b{i!+uOaG-^!n#Qv}fxZYT64NPNn)m#{Z^Zrm@d%embQ6abcuxpW_j+a;3G zAaTQ5_O>ANaYlf4=Uu^h!yBojF6jhH)o#(MH5((yC%Kgw+ClH~vvP`~QMS)#D}RinA)w9qC;^tfq+QARkqe09<^Fi~6&(iC zS?ouf=;aNXs+YBT)OrJeP7<*65e_O3-Sel?w`=hKs9{PmZQU8NPJz*my>5@Z(9`>g zuEb}3-Cl8azXbIQgITn>xy$BNy0FspvumiqVnmKPa$0v&L5mTuR;VW(2i0kH$>2go z33X6%z!@vA9oaF06+4?AFkYjPt1P`%j-+dJ)-VKYg|sJCc+Z$en59^~OB(ebI^5e0 zQ0hFXnEINdCp!5vP`+OBrRI2`Xp6lW=D|0SY~2yhlmMD<8nWIr`)Nga_b6R=urw?@ zhF%PdB9>bpvog7!rA3^S>T8j@oh19UFtIEYPP!b2{Kmfc0Yf4K?H>QBJ7ji~!g_;s zcPFdT zO(~yxu0e*Tiao>E+R?m9(~mC_OkY_R(3QS#O&+2=@Q$`sjoNnRqC?j%)EFB*B^0Ce z8Oy}hJMDkYm9{Z0frLCre)s5}<^wc%Tnj*f z0Y{DYM6D2u{p#w6gDg(MVAVzpUa15=m{#*L0fNE4lQ$YCzQvdFOa|#J7_kIX8tCtL zCM+ivMSpr}6j9=teXNQV&J;IwgG=g2mT(TChJ=SKN`x!(83@5-sko zCx7IXStuz_^>4lT-UBjh*7_fJ&U5uJFO}@J<=f zQ(^dZ1ip2iR@AC!U%i@F+{q4{@_r>7 zCwr_}%&QZ2z|5Kiy?0dH5gdxt>$>&i6eKuFzH@2Ge!h)xiwz}i3J?suUu_{ENJCo@ zpyqZd(7gf{xn)E3QE)Lle{utcsWt$&zfM;qp-qz@$xeQcz$340LM#isb7e>8rh)?# zb?&KYzE<3=0@qdvWe*|cQTePQ6m=;;_~ zeSUvedHQl9w4{K2cbtvpNt<$G*Szvj&71EQm*bw;$RYMm8@ z!k#6ZoD8g9sR?<5q$b>lx*aOH&b;B52sV3=MUJdjw`+NBY3od*KGqsyS~hJft`hV* z!-vLYOd^ys-QmWH{}dY)n>y`603|#s{f@NmK=xA@Tf_7l;st`c89&ZS;D^TT2~ePLvNt# zxm6mJ4810fi8LS(*5)989(toZjZB$!H_s=UU+7bjw@@{ppQ!Z3{|kRyPOW8%^9-{& zNL9;Pim`x(PU4=&N1&e?55t8!UGH~9!i57s|KDfyDnpUAwT}Q_t=e5Ko)MJDX7^ew z-JobyYN7mLsu(Po0ejX2^TBo{kPhy9a$q(A)?DCx@~{lHkSNHiZfm;RB#^c+Zm40? zPo%P$?&lqiNIzT(fUji)eJ-9vgAELo$&&5`JpvtlKJn&b)+TBrZEm5T+n5S}Q*Ssg zL`+&u$8uGcisoR95S24N*m(oyf6Wo1sG;_D+a%i#*gZ#gz-*bg5g@-5A8N`=_M1WP zMx{lnD{9P1aV54Ru6=sMU_y^+-`43 zbU)8C+?MH*-q`lr&-hBv2QBmmOY8Ucy?9rQXt6M6(a!*!n&BDck4!$cIo))wL*ZT; z6fuCF!IoN0q#MY6E270YI@D;(e<|ZzE`kf45V6p>r5tpx?U0 zbSd?&I^KOt^?;sJz_*V@`M^-Cu*|Se-rp?y)FWG-W?X8&66No4lRN zjQIxTs*K)xJjji5yOS<%1y8R5!%Rr4ZWt8TRT_*8&59@cmmAWtIS&3v@WoW7&#nbS;aqntbIy5)*e z%$nq{ca|zkNrzPh*>Zw`1$F~jT?BjH(ow$SqRl&Fw)Pl{o$CCn9JI_BG|I2m{a<9o z-DPuii~K}7r=IfFdtl^fx zQIp9>eQ?%0QDLRw6um5XY9WcCKQ@BD*)NH%I4U38_xU2r*+<|1tI{4vYCUp@3g;DV zoe=eVLsFU4cuaz39eNg`cy)`r!%TBAXb-+C!Bg)r5I>2V=6>#6F$GXC8V>fX%N|KI zmrQKAMQ>1hP5RX|b};{z3TT-^FK9)>=j_7CFiFAs%)i%^^kqG{Q4|Hyf(hN zyKddClN3aVyG0_3<&LDobb3j<-SwgSeVY$~%~p5sSE$S6TDMS(1k(~n-#Uw%%f(?w z)fDs>-BDMz$2qXp;nF<8jdn(`A_|yrE4$`m@|<0VSH8C=RQ=-C;dHd!j8wvNJ&9`B zanHIfSl^(`fU6$7mA;!yPTogW-DaOf3)i4sLe+zho^6rn^hQ&SJ{5O}{ls-~B^z&nnbvBQ-y5#PH*QlLb$aO% z{Kp9*iu$CS+)m|z+skUP4Qz9sl?7vq`ijgRQFpF>VP$jKOb5glS?h&T*k7+d zQy#;_d*+)FgmG&<>I?6Cg?@Q@7v4cd0A-2CE)bQ!c}K0vV0lS$-B_mWP-X4|^Fi$3 zHwyF&Ss&f2^njjXPQFrX1iRm}6rrcT0>qT?6X`zVWhL8SB}9*HdqU?P!5T7CSju<_ zht)ncrOh~EDCgY1--P{yp?Q5TrrWlzsWi`hUyHq{k{6q7dT@0h#hX3Cw1qOz_x7)< zN6CRnPWWzW&0?yp{G_Kcq|O>G-@>fqGiT}gZj*ayE~Tx8;dgMGP@A+B_AXrbKI&5> zy;29JV#S!$?CK{!%GCx-FrQDQvjv`F-t0xYW1^)Jy$~t^Po4fnUdP0VyQB8&4sAA@ zn$^698-23WX8+>6e_?|0jY)M6&NxR)U5d&OBpLkrdf#80$J!J2QH{XiCil#vqtAU{ zdG>63{KV!Qlcd=yfvi-(nOZR4??958T06=YM@f@_i41;$6rHcG*ogM~9EqiduB|WD zA9@li3A1)x;Nay~SeBIA=ig8^VMSB0AD3*Y3-^Ape@e$jHqzir;!(_q9UGHvI#U5^ zV9^YD^B9^Vr-M!{Iqs`HBvlkVBO|^cE_5qhwXDX&Z`JrwwarU0)+R|7+9Keu2R1q zm$5jbV@*q2i-bLvEsw#iBEo9{*r2lRAHf>QyCHT_k!a(K-`m?1`75^5I3A_#;3eYm zX-Mn|*vU4K9ZCJP@!)8EJuIS7%edqd^Nf+T3F$X3gJpD?!WdWsk8h<7zcrHhQD+&~ z))H3^u^rT#dw4HB>DKnpxxW>vH_Sg}An?OsCU5Egj+ll5(*F|W|2xzf@~%GfatH+8 z)nOZ4Ov1eX0?e2sZ?FGjUKL9dS_L9JMWBiG))zpFRu83F2}tmPI4~np(&HmxHktqG zNhBDYl#2ptKGi3q?H!=zGn|DtufMW@LBIa4NWa|8z2g0YIpFKak<- zqB1d=<~)`C%10LRE_yBuT74;}F_m!V!l7na; z>D{lOf6H_2h^F0D%k>i?mJt}5HWEHG>5-;OHfbyTZ%aD zB>SOri{Hy-?fYZ#JB0jAx_+SB@f=98j{q%XOf1ps(bY=+|EJ8q+S%Vn)q${@c?U3|xXA{}w&|&5z50&csmTPNIc1&`Li66z+vRFadk_rR7uT9+1%{ zLf4L8ID)TK7bDP=*!a#a^r~`(2)(ps>?!bY&N?z*PRHfxfJ5XEm(=&YWBpgH z@4x2(N6P?T;^i&|hAqC#Eql?-*Ve~C-fIT?TBi`>PD%-gMd+~lZ5?81Pe3hzlf+wr z9H6u4uV60@CDA|0|2N6L=y?750SG20d7W7Xd;yG`-$AytzaN5*NpV2GF%bbTB?^J1 z^Hao@D}y(paK};~i7uYI)pfOuj{@!RRU3dzhSqf^gLH8F1CQppJTN-x{@ws&)|&BK zvgKN9`_jh{S7==1tnvMVCJ(SgP+2QMy1F>D!Tf3-{Y1XjMpw9+s8U-?(-It4!U>Rk z-*N;#RClPb5ZK5zt14c&{u`%FLj|JrQ9kxaQt}mNe8Y@)&|CwB@gV}T)anu)S%&W4 zPwt420PUBAGp~1MA@~aeh~aXWgn&j(s}YSAxNt9|alM(<;H6TCf3|2B2r2@+fW+4% zG*efQ>N6(4RPl7+hnd`2Ls~Zc4-RAu8%gNh+x^!BMpK=u>q7O7d1nBaQU(gpPySf zUH}@>vklHdMZL-Eb&20#=(5mJ&3&%;EJcQWpd}Ji58B|HKwXb(_qCu2j~Fy~1JLW? zEVQ`DXiX4%pPvBLX!^BnAVaGW+3`VJimD`1x&Tm2-tE+TZIjR(VqmdfZA(0` zLZd=cCAXcyIrd^3YKH8mySjZrHT_sdZY#@R>}{FEA`DaMip za5pCWhTB#qAf<;yU}zsfu$=(X&A)>aAsfvL zvVDQg8H{{rMW!?+c4iIqisnJ~XFtzWF(?T?0nw)7O`CX!<45!qK)DyZp1TeJc90Sd z2?m>nRgIvU-%S#CtYbVIa(!ne8+-y%=ljjbfupvHNEhIJ<%;T8!-*T`gw@PYs|l32 zzt(-sVZcT&Y2faBg_w zS)e66@iSf?+9%S;aInVlKZ?eEtow07k^9_Do-CDV5l=RA?s0VFqd-`9RFG zFzaXZdDu~s6<^B*gd5N+PvCG5>X{X@4~G=+uVO3(emw*OAt_d51D#H2Jq$jgIO8C5IAy%1wPp72j1@z*ezy z#XD7R8;v}ZnSpeN6XSr#fGokvyAS&v_e=0qlO+g^Vv zIP=lc%KE5y1)J9I|Ch*}^Xme1cA6O0UPz-)L#-nWt7_CtkkB2Fk0N#^+{q3A9BnQS zGV5AE?o!sfA(2K&nB@sE>3A{kcCbkOayhpG4|2gFPLS&{~@36_5~$GH+O*O7g<=va{%8M^p@|8MQ=&$KZjQ4(!27Jfo@xjiHVmiD zJv%3QQaoNwh`7PQZU(qyLAlhZ1)1i$W#hw}7nM~t`&wD~y1S$}OAMc_zLF`h4TvCp ztAlQ{GHQj+#fE#I9`rUg7# z6kTFa*5hknBX{lo9($WI|Fc&_OpWSDwzcG~4R@!zKZ_#lR~eoGhul~wz6ip4iOV5q z?G~@mlvD|B_WCJwVgj}4cGHDMbBHb>gCoj6)80`6G1JyIwr0!Qs|i2w?A0G=qyT!#a@BlJBO)u#rkq{>OU<_n zsPuI*#nD?INR}0kg*0h}&pHZV${JE`QXEvGm5T_fvEUTYthdkiefBm(J<+Hx^#RE( zq~}$wS_641-G52OS(P72XnNd9OQ2HK>?|4mWQGL~AJEwO^aq7QQkKWpfWnF<4I@SF z#PbK0D#3@UFG`iLe=eL0t&vfG!$7WgL-3|D<)`>RzZi?9t7&pw7;A{EMaR79`A72I zNLqnm#e@iW8&6^*R$%8K&7k)nTIfCBo2;HRx!)JINv|hhYZAkgZ}CA?e0AshEj?o< z+$)vN$^;3JdWi+{dszItTzz9bR+c%XPewhrPboLzv$*3^GoGj&vAL-+VDk!nN`I0A zk*#Y?{y-hppj)+!HJjv=4Hd7_VP3>ci;MLxupu%NqiU+F5M4D$MT+)cRO?-#m2#P0 zoCoz1q_lD%4>H7-3UEQo&j?;qKW8%{;e0a_;K_!+Ylxi=248;yuqj7k&Op+dpWH4G zVSf%pyCgcFUkN5$7GyzVC)~VxDE{WPX40p=YLU}xLxK7BY|8NoO+A+upDkO|rnA&K zsX?)k=-5SnX!}U(o?Z^)W_0Ow8F0{IX7E|MC(kGkksXAP-62vMlK1A#{QS#DcYUd) z9g4K4DS(3^8{bJr!!#U5v=!C52YC!Fsn%+=UV*G|l zWLzZ8O+#NSvM2|nsuaMZFp;jhh8`ykFlan@?`^}*jZ#7*D1ygV6A$^=``H#dp&d2A zML;}#A+kDt(O?OiaY&kD*7nXX^QkvVn{$W>W;I%4jM?(!d`Ni3&`e7CYlx*NNxsUL zBZYG%WC$f%D+mJl){lGif(uKS36r$pi)rj39gpghqXp`MlmOA(ba{W25A5qcwhQMQ zk0DL_$wa%mfK`cfVYR*p8>CjMxsQhZ-BJi1BdHjg{i^!q@)kjxa{cSWMADJ186aD zfA!6gKH1_-dbe+%9mzpZzr$iluCo(+&`aN2_ z`zU4Wmxj^)B%(ldiJ;$u1b7|O6m%b?V?KWz)RZDcLqqh)LM-E15X^&8Ktr#mW@K5{ zF4f#Sp4$K4awuNT+yU^l+V*(k)PWXawldN&x;a{oo#%G1S9Zq$f_;e`Who~=M?!_i zq4?2~=q{bj4o0^`DsNNUO#ajf-!(ubfMBC4 z%R`u`Mn!O5){{6oqSp_*s5%vc6)bJP6rr(laGI_Jvl2Eh(+O5pS-DD)$rI%MgOFAw z&Sq@nRfXSWl9V^EB#qS7)=@1;{Qu~j3*eX8Yi0>>Pof;GKR)WMi9`bdR4z=m{R9^>jv)+r|Mv`;hr5#8I(9Z49iMQ>St@66mn~uTdd!&gW`itDS;o8k12>Dx zG=QHbSC86S56O?_x^Rpzth^GQZr;Re_^ySv5h_?qsmfkeI4ijvN#h%WyuV*%fz2>- zM-PT%+~vklQO}mg@VFJKqLSNg zkujK|Wt`MU)2Xw+gi_rQwR`W*Pj9n+PLI8Bb}zhwa~HEr_31!B38jC}z_0St6#8}1 zjAtg#Zg00Y<55r0PwBbZ7ChF4Nu(@$MJ&)b)M52g-$bb?VIoH4bu;0OhkR>x=`%$#IOfc7Xt*4DZErrK;rZmPpTEgIx7Q^Hhk5l>ygKpH zXBoXvf>(UgoYWnrBf2{SpZkPkF5^vJ$0%`oa^}n;V7tCmqsufj!<3jp&q}@G?YBwt zIubl)Q9~^zVMkR8mD@}ugHW&IDMH&1_p6FNjX{~xp9e&SimrMapXqkv__C0W7LFTl zXu|B!e|q!J>AApbI8y^gS{^K_;+H6}g=x_2Ht{>;_>~nAYGM?y4}X@q>}MbqYz|!3 zH60A_QCl|aJRSH9geiX8c$OR=T-6W zQj8Dp>(6nb4Y8H5L|bcDF5Fyg@<_ef)#2bos(iLmVMTDISEpfn?w77Ptp?sStdBmh zV=`Gx`eHy2Dg_A;GW`UT(a2>DkrzMc!s3`6Z(`+~2C0lBVDGhdbuY0f+>;qzRh*x@ zK0eW07!%W5al29g!wCjl5|#M)CzO7A-g}{~Ic~4#teLSpg}kyme$ZpYUPkPqCJw(l zK^oKlBFp`^5O}ic(A-od?l?p-*~@X0Vr{OqsM`^`C?@v6&i0V_d82tmGUC=p8+y(C zl~Yru%rn84&0RukfAP;7xF@uQ)8OGi;9_}sSGObRh7?>!0COQt>HrB2^_>TuQ2$~y zbHH*v%|CdQuOuE!cCDbjk@KK_13B~0Gq&)@`2C~z?e*Gq*Q-NsAS`a*{tsv#J$-h5 z@Bb8G{|99P{Iieo|HlU&d=`CwjLGH~Ad|SPeriB^1l=uFru0d{9#6<1)R8~_JlAky zIFUi*@iD?M0&?J5hJu;}_~QT5*LlZN{r>;oI5y#+taQj8g|aG}tn8UR5+Q}RJwn9M z;czl4vSl8eGPBpQGEzn&&g;5AA0zed zfYdnWMp7{sRRiSQ9cO$89T}$bHqUe6mT@1TPJ(_Zq!tZ&erM?c`ooUqM)XGcUu2ys};P_~xrN!Uxmujo4KMXB5ewVBI^oRbVcOD>s zF$^4Or9eKIYaptjyC4{L1YpqDMv&(R6s~v>#yFkv*NE1DfZ{>#!k_BqP&Tfd3o{)~ zQ}RKfAdOHMUCl*@?x>wk*XVUuTw6+-@}t@O4`SNQ0CfM^)(qga9so}z>uC!W{0@MW z^ofR9K1$*04G{1DRrK9bZo&E5Nw-p{J%Vk|!b?0W#B9yy^-H&skw=W8FCHlP01$II zbk=Y_1f$R!F1%?OIdcPQ>j3r4l{ZGd66WP!o`Sd#fcpH}jvdknUi+)VP_EZzr=&D2 z#uA*HUIKe}c_2_ePkB^*xY z&-+#VX4mB~T;TWUb3x`;2mZ9KNPqDl4B!r*bD}%-B~OLJX<1R%?m?$}eEs?{1k46N zMy7@B_<@cnPR%PH*-OE+)^B&}eFcz7X|N718>=Fl;0P)O#VtY-T3Rf@m)(^h}8@(uuzMcvkA(;k1D~a^rHy#n_%a&B@ z!-f+Q)&GsPkTV&Jn@9&jxB7#LZiO)qaNHgspcTJ@B*ft-J>T3)v13yKg!pI}Pr%d5 z%>iC2J7=w+w(lQ`3GhF1)}KIlD+t?0T^STSL;Ya}u*s*d2o@TWu|nWU1F1+hfZBK@ zAuMLb?fn^MHEOP;X`mjhH~`w?;bZXG6Z0h(GMy)8neZ5aolYIg8#lLCACiW0T&sU%-%#AlmrR*Sm4Ws^>?L|?yD`~CQAMKN1Q&X`jsiGYqc}B_?BRf z?FG)~Y1;!bc2|I$l|>~Kau)~JpW&vLh@=B^t3z-f-E!MLf=oM+dud){Vi+1yRgj=6 ziL+JJ??aJ08!2h_t?U7|g)faqn4Vqei9^AvYqFB+K&mGV_o~qyrjv+H1E%6YluLL? zZQJkhudli$j7%Mf!WbSSD3?;iHM|fKYH$WkO0}Eu+~I0ev65&9E;1^?XH<-AokFk( zgzY77782N1SnhjCK_^OA0}=-=u8?pFuD+0T+kxgTh0vvD`3%qTER*%MYre}F#?|AN zz{NY+;P(ZaNZ(mV#v7^Ke{YO;0r;SWc_9TkhdFnm`zZh5%kA?w@p8`HWuOg)CJqG| z2fEM*H!qt5HnoJ2cx!r+NZmkrklx>&!Y7=Xt(~I2N;26n(Fe8U@DfV&pmuDk)}3l8 zazUMDeX(08_Ohn;0@grxOc-xhHDs6vSiRcB-cp>4Zxx;bkyDQc;|a+K5KTAPv)T|2dQDsgj~FG-;Nl;-nUf6JfOcfl*n{dw_M z1X$XNi3nKWYtyFA-xLsMa#U2ldoT-fKr5}>vDMTP3mp`uj)}greAksqOmj_^GjvRo z?U*?B&mWmA>u1_E;+QPiHhZ?)Z+g%p>SYc2vVfrpt)|I(eRfW)|( zH$Y_8SpHMu*qZ22~|JQ+LNW_vwhhO5$U>t3T4EQyhY;=cH?e)d;=XXBHc zqV5@DUYm3S8|=^NsRrbNwyOrCk6U{=CKA;kQ(}hf+?s{92ET+a)Iw}Y@WgHJB`X^E;5g}1uvdFvARWG6IkAkJ1^Z|o>nZYp$0Ar8p~jw! zPI7zkKF0$TM+H0ds(4cwJ*r2}ZUD-vOJxoP`6X7BSU*4Z29Ts*k@GH(lIQYL8+&YFMzTc5;q^I)!I6Ub(yK+uJ=bPf)>-^K~IR z?>LmLG~w^ZiZeUaFuT2tyIo2>kku_g>B*_eNH3L6ass-f>h^gbJ-rwrui}~TB$Rn; z@|46e@O^1^v(9s?UJ^Ihygyb)wnSNrXbUwt5`f^SDaP1X^ zk0)=r;p_d`RE0eadlzR94|m!cvXGsBDTRy%0Sxy&N<+*vNBSv+qt}I~aDyReUl|!B z!vHD=tUfj`9^;^!wH6>9s=jx78`q3w(;QdvL6lmo-{~Q!)r@zeqdZT zY^kQGB7RXR%g6?mxTSF?Tu4P-e2jr%88DNnj#AnNPg0fiAoZo)QzFUlL9{#sP01D} z-e3kcm&-w&(?ET>64z;5pzrJgMv}r&Dfd=RUsF}5{467v-v>k=Dy^O zF0N(2Ts6l)dsFzGv$gj?>~h6?Oy@UOMK(1&mOQ_`=5V<*t;On&wSbB|)yru$ySnkb zp+-Apo{?CsPo6Ci*io!K@zF7POOn33DTfQS7QQh2CCVkeZ&h_6-rnGuY-EwI(eE)-jo0n`G1I+ld`OYfrA0v~!m@rm- zvR_zVqnPY(z0A;L(587o&qP2`K75R55)ZrwwEYsF$Ox!--f8f6L4;ZoW^^o?Jo-z zm8y?Q%eHnL)qbIlGAb3ZC8uX~CfZ_(i42>O=Q0%?x0{x!7BTlT23?SHJMLG&JPITTb8z0!a$6roH>2z=D3{~xrm|^YQ~ubVsRGqo%rO}9+8x{R;2IMv zJ7N76xF}Y5Nv#|MHtOcQ=%@Pb09LH^PEQ>s!8_3LP>EPg zTN-4@)5G-1N9na&i;C@nAX4`^1gHxcIn%j9=e0_`VabFfrcU(@u7}BebKk{_kz8|# z7bR8#j$&R>1%Bn?WiE|)6%S+OUoakGLG8x!B;hDzP>&6fSLqk{FL%$zO*~&Bxr2Mwnl(tI>6G7Ut9Q9yaygbc`FDueF zRF`)bUr@NWb-ldQM`&?;1tpTRZ64I}N~9zh?^E_{^~%m;9ezR>oX#XGL{Et)N4QNd zku$$7K*kGe##c>WB*}f@t*$7XhAAN43-#rvd2vPvzko&;p?kRx6cViBapWK9Z3lX`H1*y*6!qSl+-~a z*?werRl||%Ut`7@ubpHh7al50A&ZHTiJ$5y%A3?Qk4PvubpGac*n$$0RGiUn?Gwo_ zi2&T`X8zdQjx;LT_8#sS3st`)6iKN)J*1Eo!AcE~-S|h}YHKb@tU4b*yU@6{w9vRj zQeX9GNv?0Vs>1}mdaNCM>hPp9GF{6s(q<;LaRFIFA{GqK5VN{@-q?F=@%Ek!8j!mJ zKc}&3@AK8hY*s-_1WUv~SW8W|!Jzf^5-#{^5R)?y1!8+8+basMXSV*h_dHg?h;xmn zJjp#epvVGoCgdd*kOi7EZpu$kDGKb?&A`P|1Qs{h7Ft|`C4^q(dOGQcPxS5 zctne@F6gH6m)(<>dhz0=XJpZa1LpPeE5bzhb~=5#xz<@n9-#|n`oq6o{Uog@E~=Tl ze-{!iQSrf*ztTO`P37As6)1A~93DGPr=W+MDSZC?8tigg(qS(v8#=#8Q432>fcF%s z7c=Y9GbpGj>0jV8J;*3I=j_`#G-F#K@R#?XrVJ+10>QU_L8^j$UVnCuwXYuv*D{*q z{N&h){{_>=kkKx#inMIASe`YR6D&yfj2eQqf@a4#)ra}n<9!K;V)pOy>tq~>;yXte z#vA!IKYf}G#Hc)Zl_*8iOHb@PB3&Le;{{3NUMJU|Eziq0=xsWCE786}C!F^M@%BaD zD17OjTd_*6stu{rg%88e-t!ktVA7k1ylnSA!m*!j=3A-f+QzpB3T@&WovKD$=SS?U zm^?=L{bqyZ(1b+3(bqwkzrZfj>P0C6J3H0wroD8^y3GT#4={zg{9&b>&K{FiHvZov}bu&o255l)jS&#shhuPOB0D_}$8~0ti_=pM4Q+n#i(v^>1!>jej%Mzh?v?7NDNw zkK^7a>fhY%oB-=y?f95CD`bMKk0|^rFshoW7gwFBviKtrOveWIB{D@*S#1K|+-@*QX+9Y?!wE&ryQ$^M0J^`Hu z2!Y3u6Ix!n#{X2ceTi|GYj5La;HN`~L2U)>IqZW!rlIgW)<@RwG%9~@rL}k*z6P3< z`Ub$=8o+V8^hR70J$e|u@%_U{7O0kOfU*wfabufx%Z7NM!TNYUcojE)Sf9Yv8w$S7 zQ)i@Tq3+>^2caug&W%A2ZoK@;N~dWLu{~eAlV$Vnwb@}+`n60D4T-z>ZmZ6d@bIKJ@&kE3;;1d9T1T#nkMFAMlXR zj)RA3T;98N5RtjI3nCif4WHiwy!yj4D|A-~JyUTq449Aw*Mkk~gboVmc(x7_8f_Mi zwrF+^ZkWyVdA{wM0S9Wv9&!QEN-T&s#B1>Y%(gZ3==3crnD-Br+XEK+kkuk- z5UZ)kq5)Zj&!u}^V4#AbZOEYJ*maP)#^Ikh1Lj=(yo4Sq%xv>zUdi%ErwnQX%2azF zkZs@(C8RZw(%+~I1~oO^3C9R))jJOX-CKn`?MAniegb6p_6>8M4+Ui7_5Kah&M(); zlXXB@p3(NFAnaF|m-)kQVA=f=Ixk`;6yck^39f*`BarWDjA;e2+}YL|EgcV}?h0u0 z@S#Hvfz)lL30yYOqDL)W)<*%0U+z59eFr5oMBh0EnGws)pbXj%ijJg-AVSj2+Se=n z{tXzUku-7*w0KN|R_jM1-4UHjpv__Z6!aP-T<`}H2tQz$pPXQ{;ikoy?oHG^)IYcy zb*~r0cUxEc7R^M9*Di<)ZQRdaj=+^=x1Z!Q z4ekgDHQg;xXyP>J>;3|n(A6ynzxndvmR^&KmA54#So>@#Ne2h$adJwX5b;}wDvz~b ziN{cIB&Ws%bkEx71-r3v@#}5d15n`2sW=04S4NJXZh;9MGmxD@Z7;0`f`THRcj*Sv zZ_iZ~5s;r_vVTF$wy64XMkgqNHlcLTNz$byhpX!5$9ZQ)K=~8XQ1L_$#q38CxN^b# zu^Ze6T)Hf99}p=RFB0EVz03VC5caSR9LyjLR&e;Fwab@<6{HYM@lYbhABWpN`k`aD zJa}XKy_YjGj;{#1RH7%ys{C;&pjWm`3xDv(K@0nKILS^*lDT1AYLxc`NCT_(VG45P zU0_52%-&FvhOoF8E4l}(Hvfdfll99NUr6Lu3#x{asmTh~0Q(SG#6V{6D0W6=PU{P5 zFs*W`>Y=+b%}&?=tF%9TDs@I*+krdRbX{T=Aw;gA>%CG>ij{6sb9@6u!ahAg6qm?^ z;5LC0%bmsXeayI1E%}>M96GdYg4hTPSMU7mlBr=>ygcA(#qT$bG4^gXp`E12!nj=! zWnnyv7G|nEuN6T^d^mRs6pEtlD4$K6Yi#>E-QON;+HSh;jGAwlft&=d_8|(R`OpWw zdw<>_`|!F=&n0pW4+G}Sv$6{(dowL}?2(@-2zfPqD69Lzs2wP}7gl)biolb{J}P>$ z#tD}hj^sYQtooFF4bey04<-@vHG3x~COQRp_Q+PS*T`|Rfk`RmE4uCyuVjLUv79ND z+nc9RU8jgNsnw$o=rEInoFa-0(q7}Zg0rIxtGq>Gl7o7XG?VA*r>q!{OO{ndA!9|8 zn2pkm1X@v>cYk?o1dq3$4u!7!^siRrL=7yucW-_n-PKWumq8*Vb7!;ZUY~VcJ`rXK zMTm#6*!=?kKWZ(MzBxTuMss@iBk;;cjTQykKmtfH2qi%*)BlVJsw;rtLLZ@~pw(+r)+l?lXfC#fTG!*!4@(g3BN5Z0V$k#U)X zef3SHf&^W|`L5s@G0SF!!w=}x%TqK z`R=`ys(}&t3v6cIZ-KfRfIIZ5qBI|GN#q$z(@@@=^PDr{IH+S#cz3*UO^f7F0YB3`(X6~ucW|GRs$8Zypm72m$hN5rcFN28K+&R~# z67KJeb5No3$nwXSZ>qEpQPMH&gT2y%)>438h#91Z-~rIBrTu@nA}xi)co(!_D7(eKLdn7aFCHum1;@(Ye`_rVNIf7Z2yH z``8cT0DWw=7!Qtr4|m{A@<6KG&+?imQQ2PfLgh;*P7MHg zr;XLI!?^BW>H(duq!K@0tY_)A6PiCU>BW1+anJZe)&M__Q6;xr?GM>=U}!Ijl8BQ$ zeH>LP{UQdA6`75&n4;iDeA)(k+S|YAh)$X3PQhj^;v+r=gj-vCV9;R~!Z@hjh(kwy z-TN{5rV7&;xSwNo%cZu&_^|!FhUqxTy#%A8&E}SwA{+ImaRK?0*Eu?GfB^5DIRPgh z!Y>|Yn!eSG{4UheA9&gjLR0)UuJTkpQ#*GhFXgL!BW0mssu8q6_Nr=e5woh{cj(h8 zKSmnyz7dZ_8M7U&k#zLbef4qHo$2zo(!4VzHEJZu$aW5Oh?UQ#>xt?@f@L;m>ZaGh zCn;-1o`z`M*TJ##Es>@CcQ}?;I2uTv#>`8K^LoIrwRBORH>c~1;Y@z{5{puPwj7VPwn z{~TPO8kEtknPbEjzkuI5LNfuNHB}EwMALN!?n9&Sh{t)#O+m~#<36o1o=P0dG1{a0 zWRnWH`j2x%nSE-WQvBj}aNe6Vrws6@*VF4_@2%P+rM(arrZoEm0nTk(M=BtEs(>(vUnxdWKfzo%$q&Q-p$A@?))sZ8n5!Sa#-LATS zF)8gNydaWvH3B&zOKkqwBY6Tw50JHjp6YP%=lh>G*b0jfDM9$7(l3B;a^`RG!}Y!9 zP$|GpWg(Pb@YkRWA~5y}vgup+5tOE&rs<+q=V#)vgS^lLDOU3qiFi)-{8Ev4My(S}>=^_6BWb?wYj+ZSc0tdfeO*s< zxT{eimDOW2Jx$seEvHG9!_wl;pzq92f*#RDB!2vuZeH=)u_ZLa*Ukp8Tt*G*Myfo3 z+W0!8-ClRPH+S@rh3EpZR$693*4a5~ChlFP)ps&#!mw=N935cr|B*J6C}nb$LJU&8X>%RU=wkON*v79Vsu(z4 zLpUI*QgMz{61+WSd?Z#>@qM?8zBpFms5-Ca^1msI9GLm}J>jiz+COj&S5;bXACfy^ zdjuT5%}WLb>PB+80Thfb>F|fY;S$p9R>o8QG^4iO9HvBmqa~KQ0?^uJWHs~1^p*(s zp}}5EPAjm&svLhU{W+I7SAG=n&f~&9_20Hcd3Qtl4A*I*J(>lB@+j}~H%l1$iVwv| zBX447m&T#dx(>d+ zx8#VCu!xvfYQc%r(RbRL&a^xDQuh`~7nrRm@krdZFcpjyndvxJTFI#N%Zg*@n7$43 zNO|z0P<$#g%+fbD3o$917RT6fSHYr8-ZP6;#dMGBi1PBWF~hIQ1|s;nMek)vPZpkb zp&643qfV~R24z>)-^R*xQZ4Rs@C5!m{al#^Fs7QIH`hu@@^`$jq0wFu!zV#L`_R~( z4rzEleFP?gCom2fZsl zrj^7FaHmR{l&5$Yl{@jIxR;u$uO!5z;4Z{ngZISj^jG{x(DwN3^#VVb84)(|Kw`w}-jlqkAzBo5M33T*(x6=C)T0pS`fY z7dFpS{mnwNd)n0x#%y-Zu73}qC!VTJMQQcnHaW5UtHMzvymCP;2UN!~Ef`AoFY}jq z6PSI0a}?jcTa|*?o4u+KJ$(I~w?_uYwq-PxyQRMF-Pf;mY zFh5L^{Yilx7UFAUw-6tnO&R6DpT)F3;3>;g&@S1M^Sv6W_$L#R>6)BNK8KdFXc70i zUCaE_6U_`xFy(5|PJe8PlJ$KyHjx|tJtK79zgb0nkcm_14_?z2G^`=(jR7KctwfT@ ze7C5*x^o^%?Q@WSqI4PDcxA-0^7>jI3H55In07#9?FPtd!KRdsc9aOu zHy_zz>?C4&SbNoYB+e%;aTnpAOP^6oliy@a;*9Hv-2*2RsY}#EDte;dx_w!Gsz#+w z;xkl7Q%*Js38wdRYcx!?M6}ENMrIh+4H`{d^8}h&kaSXt9Rj>nXBWO5g*>A2ozWO% z{$F6$|4n=RfB6?Rn~YXxnT1XZM9U!W*WV8xTW$y8!Va(IOJ-{RL*f22E6d1UIi>Kh Wh*-?`$`B#~KU(T~YUL{Sk^cu1?P`ty literal 0 HcmV?d00001 From 899f5f741d18b83224714e4a39f411cddfb70e20 Mon Sep 17 00:00:00 2001 From: Kamal Choudhary Date: Sun, 14 Nov 2021 13:07:34 -0500 Subject: [PATCH 4/7] Update README.md --- README.md | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/README.md b/README.md index 26eb8cf5..65b3f369 100644 --- a/README.md +++ b/README.md @@ -26,6 +26,26 @@ The line graph convolution updates the triplet representations and the pair repr ![ALIGNN layer schematic](https://github.com/usnistgov/alignn/blob/main/alignn/tex/alignn2.png) +Performances +------------------------- + +On QM9 dataset + +![QM9](https://github.com/usnistgov/alignn/blob/develop/alignn/tex/qm9.PNG) + +On Materials project dataset + +![MP](https://github.com/usnistgov/alignn/blob/develop/alignn/tex/MP.PNG) + +On JARVIS-DFT dataset (classification) + +![JV-class](https://github.com/usnistgov/alignn/blob/develop/alignn/tex/jvclass.PNG) + +On JARVIS-DFT dataset (regression) + +![JV-reg1](https://github.com/usnistgov/alignn/blob/develop/alignn/tex/jv.PNG) +![JV-reg2](https://github.com/usnistgov/alignn/blob/develop/alignn/tex/jv2.PNG) + Installation ------------------------- First create a conda environment: @@ -107,6 +127,7 @@ Web-app A basic web-app is for direct-prediction available at [JARVIS-ALIGNN app](https://jarvis.nist.gov/jalignn/) + Notes: 1) If you are using GPUs, make sure you have a compatible dgl-cuda version installed, for example: dgl-cu101 or dgl-cu111. 2) The undirected graph and its line graph is constructured in `jarvis-tools` package using [jarvis.core.graphs](https://github.com/usnistgov/jarvis/blob/master/jarvis/core/graphs.py#L197) From 881415948d54536b091c368c537d6022945c3237 Mon Sep 17 00:00:00 2001 From: Kamal Choudhary Date: Sun, 14 Nov 2021 13:11:49 -0500 Subject: [PATCH 5/7] Add files via upload --- alignn/tex/jalignn.PNG | Bin 0 -> 158495 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 alignn/tex/jalignn.PNG diff --git a/alignn/tex/jalignn.PNG b/alignn/tex/jalignn.PNG new file mode 100644 index 0000000000000000000000000000000000000000..4a0fcb5209ebdabe5b27a54a315c7ae958e63060 GIT binary patch literal 158495 zcmeFYWmH@Z)+|hL3-0dj?%GIz;K4$0cMsA)a2j`aLV(~N+}%C6TX3h*ub*dT?mKtp z{rUa8Yc&g+bvWIeQ@i%wRn;I>Wx4mrM95H3Q13s;1Jt3Q;KQMyV4M))A-^G^JA8nA zd*`YyCk0hGL2?9n0&6MxQ4$KOCKlz{7!L9r$w^+<6$%Q=?XRzQ>lWmmP*8709{`e? zo(3oF+D=)E4F|&PO*RJmTOGfCD9@KZaq+sVd>pTEwbge$o{M6QL~e}r&5Ef@cCD{v z(QP#UpsAb$h`@|Tgnfq*fJp-#|BkBARpP)Q&-F}}`ojNy*^pmG?IT7$F)Zj-xM7vz z@tAaBePdDXIJV)=AF7uF^*TG_DIRLbtbhZ{IgWjh)Mqq;f;bc&n#>f zaSAdRpkG_JHd`LC-FpO~E4&fSg1AzY#8^n;Tw6vp%-3`j2`?ymxU7UPqb$xx`|0&Vcu75wx z$NVwM5u&S!(!ALPQ@7nOH}_%z>t}{2PmGV=ek>>Sho|78Y9CI43wk9bAW~Q%`EduipbT~TS?{9_Slinl;2s{;pyuJ0qN^T8qpitoW@3o%~fj} z!3!Gv(<^?)rua|6hdB%xU~TL}Ni*Tg?&c^c(5+#u)WRH1@2L z+{o;K&+12K7~xJu^=FSR^Un8ZD`-07!bVf85yLg-#?^1iHy#^7pi7laXBCQcRI|@! z|747P*}(syr8IkaD$H-Qf>8k-+S6-bjdWhKsdePk7qo|ij##J7u<#K7VEIEs%$qkT z*Ggey-qUY3S3ZY={>+cwWFa;!MDIG)EHIr*1^-EN%{BkVHWtL&*GKtk+J#jIVyL$p z@a_9r0`^VRyKnE*FLNmpUup5UJNu>f7v+onVsswD(ymtn2xrlvVpjuS*9{AbpFaIQ zZBNTpG4}EjT;ci`yYfT-8zb6LGt63ATO%nCLdmiLzrC*e5B?syH_B}OXn{t%Bi?JW zZ@|JX8XY-Wh3rG77#V9M_M({nao1xNt>TXl0nr2I^5i;7VhvnPnqhr&+-bo7f$F<| zhbpEfnu9TA5aG4;&22|;_ba(1uNTT{%!=8E=KisBCucC6^IllbNU(1}B>o$n-&b*U zP;RgISA?-pQUcNr7|Y3L;`%?xurPdHKQMdkY!f~hnZf>UC-!`H-t>P}*?fEL40yXB z?{IhM=e_-rjuFhv!3{{lOt0-I_^G)PLSW`#;MX3L<$#)a;VHkn!Ko6( zt@}wMW6F=?+}hM+2!5B4zky5rY;S+J{c-yl{JcZ))cMLTQ8sSyD`njY*k@C{$d|!4#OIshE)cc^Q}XF|#PVI~+RhjI>;9j~ciZRwRpE}d0l`f` z`}mi|H{_D}B@})nBJpwR4bLH~*T0I|l@wz`>R;8(G3G%@k1?L6lHYkBQicc+?oSR2 zaYwYpd3z;+{0Gl15^e!-1-zVMXu#vo8>py;4m1?;arL^@67^#H2LTIOo5CBz;xSUc z-@yLRRqgO&q^Mp-ku$( zx$f}X7Y@c(eBh>!)oI01S~Df>NtBJPlcjQ%wp{PGpMKjz%EMZae82y@x0CGJzSW^A zQY+yX?2=D=7f%%|7!|PQ87HgY@w|)VyWCgosg2y1DY`D`>17Jzl2W7x_BUGpw|u6t{CR>9f%?B(SABAM zd5X_?jlY1HD2k&)ENrF*1no2DhwZEGirX8JiV@S3&G!oA*pC{qP&w8WtNR%}_@R_Ipuecu~q`w8dtm zIfgRR`Sih}f^uBJq$S=5h897%0)4?|t3ISyA1Dh`!umgpc{#5zKj{3T;s%7H`K5|@!&x(dW)zgW0z+wH}_R4v9BoJEe_qk zhq9+i{E(s_tqE?(yKStcDDq^4ip;R>eM(rCV94YDuux{`B}slnHd3c>ts5twq)5TcI396>sIl@wDY$ zjTaDZ$E`5_MI|5{sCJ_6`j4jl8RwGq?-fOfGB1w`j{TtEdTNr6!y(pqibOJ(Gs?jD zM$fL$Zzz-%(`wC`kb&0Ns4kyE_}2Ea_&fR|JMoTe)c%5F0a#`W@rSu;_Ok&C1LB7Q z1)c_|vb53f)O1giV8IOn6yv$OO(h!PK^Z}`D@M5CPn81j!74te8zj=5f-Lu>Ukcsn zjgkln7=KYGg~Us`7=M_stczPBJCga`Pe2!ZZpD5R;cO_jZ=&lEU83@5g)l4CR2Q_` zK|2i)&rEt^S)54jFc@}Oyw9W}sOvZ5Lj`%%YgDaP%vl1;naxM08fN5D8$Kx&`gsSd zgYX*wn?z7<)+ljqbF0_t65>*bD5(TeuGXUW>smGU5a zVeBi1;3H`inlHl3+6LzN8%Fl&z4303Wm?8+?9tIznU#Ccu|t?veVK;8cD--r!@VP5 z#XoRZ^?lV>=p#2&MMYZ_jzsaHl$4a}xMBHD7B;5IK4Rn%_z`@Jjsvp1e9BG=iO#}W zxBgJLg6AnRX4Ws+I@j6f3??5bI}A$=g^t663xK{~9B8P#+n3NQ;~S6xnQAs?-jLSb z&-P!WY?lNMp@lUeB($n%sbEN`2ts~^anCVM-@B8GA8UpP-y)%skwOMJx-4ikHmX~lk;Y*n2; zmwYL~FYfa@`XhD`>auZx;%EbK(wEtrsp-wOOb#q(i^l6XE2 zWL=}DNpiCaVmQ9u6rJ9%5a+gXsAsEpv_egam!{&cFwD<;3a=fq5?A_ds*dv$$0rbw zzWABNbE^bXMeF#|DFh8Y$=cZwgm+IuHM@DbgXdP_dl9U@E!c`^NE5Pv#BN~Cv4!dU z;#;H#Zl*7LUqG5@cb-`1!HLhWtOVZ6nB{h2%ZM+)hzvd$H39NP=wah~OK@wCZrzb=gg( ze}96*TFUWMrZM^8DatlRAZt9QB~kp!%`^K|TJ)AWo%egjkKCt{aR;wHco(Zl+Ni(hh^*PzMq_q`Ss zp_2D>JUYWc}#|qj%IKV^>#>usc zR*fy=V0-4IeCA>W7HAw9QRjN@W5o71HCo}I!F*l495>=vs{Hb86z=(2{J{ThD=c{| z!K4RT&2M?7%6A{5-B7(C34?{lL`5;+kDjUL{TCTcJ!V_n@S%t=5O||N;LY;Cz}w2@ z9lQz&ZM#F8=UlKjiRMnz)7(Qt^~TAD{*(J%a$wHQ;=N`BXoPOsupgiNG4@X+*JqO+ zvi?d}k5!qDUv@xZ&Lb7$`y{KHs!@=dEg-_R9}!hOlcrpa0zArwPgXIvbC1B2IuPdw z4B^o0G(6SV3UFclBWJ<6^Kr%&dCH2eYMY+!BlcU78&$dRA8KkM-tBncJk#d5P|@b)5}5eWK;#eq#QuWi|R6G-f1+9=#lyLl&Hj z_a8WNhS%xQ7@cr@9QU}F9Y@5}w-`A?*GQGE^qmG?(oe%Y$`_Z2@h$H$GE=AR8)Hxww%TG?4@+C>^gdY*1t$uOLE0gCzZ{|U7u0nd~yw&fWc#^xXV(O)^N7rXE$` z_&3MyrpI=e>o^^iQilI#IC0~e#+@Y^DH1SYm9#j*c zmUe3a>-+9|0^^eG#H70Bhhj`586$o{PEnDlb?yd&GcPo3YVkmeM=h)QCh4+A&;!`` zu)(p{#`@cac(j`k6Soh;4nulW*Ivdq<&{9tWjg^W7z#ghqi^U!n1K9=#OBlclRL3s zDKr+ADT0(;uviy-{Ums85LcV+;owF%je9W_AOZd(!!;-DNkyr%9tj@kqCO{dTu;)s)Mv zmzkdrSt){l(VHzyC{Rs%AGDGMgqNok?KcKW0K^!zN(KL3($iQY9`OFwVk`>BWM>Y! z;cKpc!QH3YBvTYuZ;<~67H-K8V@4OcUdYU<%QK28NO&nf6xuI`HN{Mt1+{|* zTgVEHF38brF1Dzv+{;(v{8Xa_YtC!rwJGr3PHLS zMDbQq?_4v*zf{{%A>Zh|e1MFUTSbL*>6o>;9j!AiFEhSi=gjvzd?UNyN5kDjjuiRC z62fl!Z6YjNzhqo8J}!$#7D5n45-E=rS~q!dCy(|Swl+hE@)xKoQf_9GVfQP{Q~p1h z3m~r9LtWX)`c;8Nm{V$|Jz4YP31TUA3ZM3+z(MrmJ-s+5rET4g%eZ(6z|;LL9k#N{ zudN%Ic%`DvE4e=3t)4nwq2}Tbs-s|V*(CE*POv7H#|M({Uhx8tGGQ8({dIDvT%SP; zq5I1Bh@etAc2A?*0rP=%?*l*9!`C$YN!E=la%_A$ryoZ=Kkv2jO|%6S#F-?I5W-Zi zUL~!I$Pu3|Fh;}}Wo~nNttxG#{N>2Y=}`9T0ujw8Rq+x=|Mcx{!V1N>Z|!cuXO#$i z3#d~uwz(Nh%Xkpe)VP-@dlj}@D7*j<#L16QC4wRw)N36N1r?;GfkH8!t6{1`$eo7h z=d1O<3?hxDqO9hEG?`c)zmLhvWEES|z6d8HQ;=|Vo!SIVR};@Bsu;PP&|ldVpsd{& z)LGLjYc1rR4hf<*qIZ?>DHw+VD3>N?Y7a+I<{x+_NQ9#c!~Uptlqo#`9;6>A4-&Di zVlO^`i;GH@H9-4+EN+l;13_lXT0grfhDku(>}FoJalQuhjkHaG<=`(ok&>Q1VZlYnA`k>^#<8N3BU$sCy#q}qEJ*x|7aXI4|2?qye zFtWa-RTVuZ73mj>p4U-wRV07GDEhJLloX4)2RJyB?1=9ty}dQLV}`Unm#zZPYRLg zeiR4s7O>=+nu_VZj$&(#L{@xe!1DQqmXw%yU%%=t%5XNS zGNHra@SX}oG18gM@*Iwdy(!Amh75ZF!=pj>!mUAhSP8Qu(e`6X@oCvo(Inzikk!ta zv<;Buk&F*4v%xsc3%8KEg+@D7alL&$F1yNpwpew_{%Dueh+^IB=i;;bjx)5W|CNa2 zv5%XTaZvvLMlbL9D2sW7>N|IJjLM_=FhA4Vol&#$9c^x`3%Q@~+x{6N*vI%jx#Uv0 z4D;ZJz7v>gn@m1pkt0Jc%k#Db4IRW=WLtHUnWfQ)?oE3c_UKnI@~zkw)ny~`o3iiB zfy-0ELY_qzTp~SFPAbX>86(Gyetum@mKMG2qwM!z&JU3aB*3rYXze~2Md!(R&oAnl zK-EwMW8Cx9eEsLjn>A?$uXBnKamN1XAh{{u78KcrcVxu~WMRaQjHIE<2-6fdCnH2nk2EyP96Jc6ZV8Ly^vt}57H6fk}9;)cJ+E7SMcBBP*O zYrmjM24a4}j}+Xxjp?!}4K=t%)5P`%Y@{zb6+CNjRx0qESa)4sX}OV$v%|3-M8VWe z=>9rk(?28~0JZE0JbQ)U4B+IFV2Lp#zm`1b=|6r~dI)}YK5U0k7ZKKT!8sVFCxS7F zC&0sxNZP8_()ujsP;`8lm2RZkTuD$ZapPW6uip_>mG#mq4u#KV#=cHd61-LzyHAe3 z)YRF2H{*Ex*X;Aj#sQ)Pn)NgM*X&b{kDR2&AwuxcWMsQH^}ymn={+3rCj|-~;g=|5(;^u0_$KYv3uf5oCYX zF#mEL?Mf~CN)=Gz(S_E|9bPmhVp0S9quj4;$zNgNEvLiJWuL#`h9F^YwP%s{4S=M0qMDn7qL_XZCzp(gaJN-850#meC zQ;S?`I+$Q*zW*DLp`$IFCRsWwdi47D>x>!R%NIIi^QYHk9T&gRbqyM{H6Qs9dgf0L zCsCNbMED}Fh*+Rt&-XiH!Pw^we=d}gsi>wcJNEgPv=;g%>laJU^}#af?lkwNjfTdW z6ER#TX!nA7Uqkx1X{mEhL#Ub-*1%b7OLZYsEcJmw3| z5~+Lojx8IkgnoywYpfAioezS!57ch=jDgLr{AeedK$l$&&fLjhm5vha=bB>7!9Lqw zd^z*apUAbhr-Tt|RP;N~+uN;d9fJDJ;`feS#5ybI7W}vov$%y?=>`?jWs?M59^LMG zs34NCw(7zVyI*|g7cM=Nk^N?}Cz~R{#A$=iD9jD_Rd2}8CzjxiQC&`jar++&J zY-`$w|J@I~^Ea{K)CwB ziA>rdU>h_|D#Mbl2F(YTM%*CL7>64k6(g91ecW zGFah#WV1^z4_8@)>~l6|P}$JuIL{Mseb)`{&3ku7Yz%Bcf0iT!lV1v4jTu&g(C(Wa z)aCV^wI*$bl1r~b3eq^dRp-sSRtD!h)z?un*)c>lfAlEwG6B8xBJZ4;S6$!rVbjb2 zH7Hyr;HHJ`WxT?aD{oy*D#-D2>BSW>rRtkze&Ob-e-Lk2rJmIOXl%K|gO>BD(6tA8 zu-vfRR6Qbgw@{u1t!_4wn|iz1SvF`fR(WfwH}$;g`30w^#Qx6?<@BPfNtPo?c3(gp zQ5LSx+WzJ6OQU+DyjaP1eV&GJ&d)gW(qzxg(=3yQE&AajO?S;N@_uxZ(ZK3DW8|mF z5-0CI*dTknZYRz4*Z?P34GaDlbRt!6tq}A~y2}IV#F1C5`{0?>nXr1hmF9LfR{oR| zpIS#_8jMeO5k3=yED?|)ZH)h*_xC12%qO1hsV4+84^$*^8mM@Nx!NWq`n#rWnx%l9 ztJ{YTi+bP^jZFNq%FjK^k};y>@3u_#eV12wBu}*ljg)Z7YwiMSUL>OQE%`+0-$wa@ ztjv^w2ys^GW9Q$h^2AC`^tmvlx-7#ai+Z}2#L~Cs-10Ex`b7SSRmk+76$%*41nwu8 zmaO>07LliHLg4Q7(2Gp6_9^m*qL_7e=}QlJ5B+Yg)>h&^J25*rn5z=4qmI1c$;PSj zmgIz+?|Yx$QdF}+a&lld7=VfuP^l$*5`d7zl3?;zF_hQCo87N9dBhi}meWurRJg}N z?4;!;Q&R=TcHns;ZsFW2#KB2oyc;0?t1R*r$184>C`|vhNt>1br8Y01z~wT8D+DN3 zZJ;*{hsI!%+AJ4e>2Ar=)P1DNC?n$S7uL+N` zTDR^<0&jp?^2J6xU0K>3-DFZQQiT5d6m&e+)TfHagLqHZB_2Ed(gW$0>xNvvD!zM6Cao-N}xG>5+TmPzzosI_%vBw zg8#G?D&GOgBmKvc)0xeeAB-ZOi=woVZDlTqbsfZL{8SCA=9En*Kj2QF9`_3gVIYUb zVI5~+i@QAWvEJEBv{}{)O^G^m#aCJb{ebEbd^9cVhAp+R$>1qLF&h!a$~VQe@6W(& zt70D|gte$I_2dAq4@E8V6j+nd0QHk9s5x0;A@)O6UkBvedZjHD6MJ%oab%4pu>R79 z_i5Q>q$u6pMOi_W%4fQMZdI45?0!WCqZmzHNOkPdE1#=2Bu-O>)^ zU~^u_$aNH-7-N+kdVLTRm=O$_z>L0##x-z8AJ}&G5}zrv^+2=fMfH~BwK~d?8a_g5 z^H*9;-L8ub7gYO^n`PO!QFi;$HMe5xjs2d%Ey{mXk@aW?wMqHbj7LhhDVuPh*1U$E8a$|LJEvv z&fs;Af#$CnK;3Gi`sS7GSw+SgmNBLE6<#`9n#20zg-=kL3iIUa@w?N=BH9}MK(*iF z9!l?(M`m0GM>D4DRWLnc&V;C5R9__-M@o`b!*E^1SPjV%#RRE=E|ujU9}9zk>KXfjvO+cmj5HJ}bT+ zmy+64L1w7$65Gfi7Vt7nAuq-Bt~b};#wd93UgZr|hh+&xySo9FYB?7dml?$(gpIc; z9UAj?@0N*{u9}UlYdP{`&FW)uxL8R>0_Kz`8)tG$XG!yV5pb zlHe{YE$-b$8C(j#O>-0+)8LKsD9-XDJqJ%^pq68B@1CqGeBZ44#SolJq~rwtbq_wg zCC1*GR-1nDo1S%zR2rmqphx@#Eda$9Xq84%VDty*v1mPt!p(>0XA!Bb)s~F@78@rA zBlYql8iSwdDLXoh4{ZjcNPziNB*3s4^tuFwO(O0WYN9#!sGXgCq&7`a+B!CuC))}i z7JQ0gvE(u2y*50dxlZ%du;w8V_4N7NOMs6Ara0CG_$94onS-mM7u3PnEY1kSOb^^8 zo|KJVF7gS4)fjMyX!#i%F8Axv>AKK?81h1d0l0X(BB0O-PB+w#BOa(0ST+Y{PxZw^;$~OP zl24<_YlewTSy+CM*HMqKuCHVUF&}dh37boOkklPJnmYQBb(D+cTb9osA1e|LD0H#2 z#SBkLNzHQ}G~1sVeNUGjow%YRI4VpACIfjfF?uKbcFh=|KI6RtX{`Ee$>V&uM9s{d zl#gd1K<;MDv4`heM@mM6Dbx^{7Y>MML^`oc>zhrkAME&ZZ{wTz#oO>VZNQK+^mH4G zvRmoh!{h>F4wK$+%RhTEP{%{R^gKq{iCfnhv#>6Y4;ZbftjG3 zKWuJVS&7@2AV4(DPoN*b0yREP%6{&=wD%|@kwAnWs%|0b8$ZQjT+Wl`og?qD4yw!j z;!J^O4sz}cSc0ugF-LUHx%^8?TH+4=wH4$RN62WZSAs|BvV=ULPxmaHJAPvOHi*uU z2kj;<8{B9ziV0@kf~c_OM^1jioS*iBTC}YCa(;*czfky}Lo9YErwKN8_S7A{-2D59 zniv)g#&Vj&c(pq;^Gkh|tK_by$u~mJN9)ZK-S9U{cAqUKooESwtgZ&Qa#)vAaooO9 z0x)%Kk(}|59`ZkqC8URRFi0UR1Lw4;L8Y?!wg`F0#>fIo^ zRRttLL(GZ-QDm`BRZEE%IQ*zOHNr90-Bl|#u1JQaO0rn}MaBlQ+cldLkrY-K+3V35 z<_*t9)46@=JtEC}<|R}bjG|da!e8_?3bq`kM*6IGc;-JpZiU$3lCi9%rNw2!AbI1k z_}8n4#jczjE<`qm&CZaQT{=3D$6;XM?%aAGe3$3>F;niRP^=QS!%EsrPeat@aVDV%yD(-J0rE|_1t_0PX;^ztSzVFp#RXX)P zT%Jp_Bki4<_RA7qrIev!5|j%>1TiIfXlUcnQbvLmcaE%C zNgvsh_W4}SUS)2UWXn@S>>FE2CaZj<&x+pYIM(~&eAN9`sI zJmFqm6pku^xleaZD47-Ukf>USsLxfCoUE;sZ5{6KR{Vz}mE;q$W%M#n*#mQ4Xw3Xs zdxO&EV@izaYvVeF@tS|M2(|yyB4pquoNJ9ZipaI1cAC9PzF}(Kk+F_bSxMVKwIKXH*%? z0ftRQse#0K?~~(N;~u=8gojw5kfC%GjV&=Xf9`5ag22u_*r-l;O3bFOGLcB;a0nSb zM1Qsl1>oleAD$jxX3 zQ%0!Jj7mQ;YlDG7kqR^0fA89>Xmf^>X<1li8`iv?u}6XOMOOASUgAb41fIOfW{T4y zaAhxviX7w{At4>`R&@vBvcLl2#s6SI;M|v>U^w4OCq&V-VMS{ygADSi=C`Vbwc;{} z;KGZyu<==e`Kq4pdI*s+nAS(S6m=19$`GzJQN2%QIQ~vcRrSPXsN-^smA#hR_y-X;l{-pN-$tlcWVM&h%*Y zBUje#^9P*kJjgqOq$1MFuyk#RAD^~JZ@ZScVQz;R8L`|yHSUb%Ct9to1Q+Jc|FsFL z-F;xxi>>b|;T}<9(@P}|5S%1|$X=>o890S?;qZ)D^qt>l-d+<^%`<$AX&)P-dRC3U zeSV-RxuWLS>s<{;NV%pfQC2d_tHjUlq1OzI1*+d$N3(p=ew?PP=gr2PwCilU=gYp$ zp{L2g<$B0HcQtEhSVBQTL;)<`37endNKyP&DA%H(;wzh5h2(a^$C>^&5vgyF1^=Wd zPXMlfdK%H9T}+AigyEQHWOHW`IzbzjY0(xZ>j%`a+@QMvzk>|NX5u>s<~CYAzp1C zx*<1waO)aws<_rvB~vox=rM>uF@N#q7+MV~5`~b3m2Id?00huXi2_JuuEnS|An|@7 zN`LQi-`x{MPwy?F`lJ8aUAA7y(-@s5UROWcDsBa(`H7P4jvDTn{)TVPjrc+dH(5Xf zHc;v@I%+u)TCE6=JbP;Axt=uOo8fw*;ba8ZCKu>CrpTozv)+r@Kk1Q4N)P|uvr}f( z)(sCcI`a`rmQbc1eO>H_tZA%lc^IZvD~v&|N<_Vz7-6#PD2PpA1G!nu^@%xMzKi={ zFmHfu@O9T%W{fdZ;>ImmYc&^MiHOw2e%r)xmf$M-+GdIu1eQ4zaZb8zzElYMa7Nm% zW$?LKx#vvmJKnWsVf~lLS8HtjS{4h5m@tKR363s1!-Q*zJQGz&GD#u4!pwE^4AejE zRfpvZ)Z?y{3d*APW&}cT6)E)eb&_Z|CUXBsovss+c-oTNh?OQ-o~T+kSB{{eE}{>e zq%CoxV`e;!cI+6z-*MmPF6RF!L?-b*htjjvGs>=^!izTdS*7W_hCvs99^Z7FP|g}M z@Wj;`G1FCvd)9-b7hQbJ>go82A(P+X!8il&*LGN{z}GL3)C`Z`KP|5Ce_C8WFjO}a zpj~N(cA=a8W4hVyFHKtwa7L`q7gr#8ZVHRG6_59kV)Pul=IYw%kMG zxq%n?;b~3tLDHlaBI?SLn>`c4^cbS5Ke}zBWwX+Aq-m6kdXecdFq^-*Iehu>93i_y zu;5dDo~2u9&8bkdhaE2eJaWp4^~Ugx3=!6-R?yj@?^|q)Eef5^ULSg`PajF=iJOrp zT@*l1aPW_w{t8|hy8};SIsTPdTCx_sk?HmkS zxgA~5=wSAB-5A}~)3l&*zh$wT%W5hLMN<2{T>}yAK|MhZUk}wnP_6SeC>TeegcOU1 zVU~`(R@~UdzP}wC$CQ+Nd^=HtPQ+b@nY;OrY!X7JI?5D}rVVI5ePj!f2iW8B08S#9 z@$3ON`ymzlE#x96<($Jhhp(4hsHT&jPG`=8A*d{P5kJn5S*hU` zc$T3>Yxjkc^O(_hJlv|S4GzGwhRG&mtwh{xdSSIkXCw${!-cl6g<_BF zj;wDGb4!$!hsP+f#!`B=m+C0)0xyPL^hGrE89fIr^F=EX(m!by#46mXr3;P#gdQfu zNT{dn^unAtvQC{7^RAq=nTH!PxSW}Nb0&uJ>s*i_{*;8T?`z{w$1ST7P{e2JW1k)@ zmB~NzTzwTLssA-GBTKSbrE?=Y&?Q*wtiGGOTZv%85Y?~jKI6lFbSE1tE{$5yPRBCK zl&oY&4j_^J$>=aE}Fo&Oq0Tqz-yB3angU_wmKU!29t zKAjF=jLK*en92|L%VfmZTS&S~!NO57TEOput9WnNNVuEMn>1akW_Zv?dBur@<5sCO z`U^kbQ}51~wep78H?%KBf+JkA0*1W)j~R#?3laHkx!pQ0>aNSeNE6a`>#QL$@5XS$KgJ{)`X@Dh-e+39`b))(eM3qL`eG zE;Xwi^_Kivw8W~uofx|IJY*@D4O7nZQi1s?{u2NWD-vjH#ln`}k&kT99~W)G<*-2& zSo1`tB_{za`GlF>p=VbCXzv*`6#TWA6-Ug0Can9o{^4)&QkWnsV`)TgQrRdzw8F9i z(qiH%n=1b3E{6Jg5}|!`$JrAU@?`(48DaP5B%_< zRQ8UvPS#rCGpL?S7A^;PNYEu50;|>>Xw3gDF36b&MGr@4Uq?BI_B)atBb(P$LOe3W z3mJo{+lf$>nQIPasb@y!JARUjuA4>dBDusd9P#UNUb5t-ltrW}R0j0)*T`IQw#9<_ zL8Nx(Ku_!@^JfvM(Zh&BT8bGURL*%Bo=utIDGqJu~+n$eNH8qvXN zun`Bb1Zp!of%EusHaWmHzC(k&nt=jLPA&8iAyiLrcw-4PCMXPI(iA$#N39T#$N1bn zQ5{$^_R%H^2=5KF4n{AvmxuFd&YTzNy&n;-Cs@$gy7e+|uG4SC^7WgaYUnY!r1??d z$B3au_zSXsOfDSOboL@g($n+{V-+uO8DNENm%?SG-)&`Mr<5bMJ)ZEk(9vVGyJ*HX zIwO#{N}6$9>li%RR8`@%Xsu%l#xvjqu5I;9)gzf7%z2)cD5TW2a`m3gO#U_G6=_)O zDxaFYAZY@%*x(8ZTV0^1ts$@67)6CaTOD}+It06cDMpOuUA#W_ecOD zSh{v~ik>zXe++#5e!Z|%j0FU9q?Y&rN{Eo4!4-bTGj!#Pu)Y)D<=~~jf62iS0XX6N+|}dp61#El<_eGixJ0^aHd7p7{YrZ9I{YZeW9oz@ zp591x)2LY2C|sK)XkpWWdwpSpx9Y$0@?LDXP_#@1$rIGTEt8YWPTeE`0nX0-t}8uN z*aEMpOkaWD*6n`K@dPN~EUpZBRStnR24TnULKAWvO$w}?Ja?aR$QC}S!)cCAjZ@q^ zZw*^^&j~_Tq#>chN^|yhcKIE}A9J)TQnYvE(=L1c1Dr@s#x%RV>4gAsVfxg2!fcoE zM@aDT@Gw=rPl@~)u#JXiq>57+;&&sP{ybPOz-{uadta7CVUP5{9DXq4p5hBT3!aLk z`Rz^}H+Mg7xXtZv_Pc6#zF;sf5+K5m;j<%Kmel+=V)i-0TKg)$ta@bykl=fRpR+r2 zzfe3JbfY;*&s|41B^kmcsiZC)Zbu<)j~iktn=zdJBN2GsUt z`DjH@erjb_yFyFWpbjX}MF#ltuBF+KhWY#k1+#`0eg7@4Y2cuyW1*WPgEJp$e8#gW z)k`77wCv24$?EzL`-xX|81 zUu0>vBszX%JqCJW+fyE?b(taWNzqW$xtQn`KMl$M$UNz2Qza0Yh!9ig{8jX)xEKpu z!9axU;ha#gbY|L%Bs2z+Bm_@1QgH+|MDkEnlnjQ#|5z5fAY`P^wwe1T=>OTQ)x(^< zZCEE(0)SIDx2lB^F2Bn3-!Y>f1gc%UqPYRSY*Ezw%@XzXK+Hx7BHsaytZtm`VIHhY z0=7fZ-~JQf^k#xJJt%-?iF4sW%PBry1jpSnb=`g=W+cGXr)Rc!rS6lf(XKmFT)p&9 zpGxd1vLxL6OYs~VGo~#sOxcv)W$1hN{)zJeoP5ASTU)0Ho#O+#%uqbbJ>_3Ot4+v@ zJU`UquIZ5n*3=UW>OmhwU`SD&+fl@fh|%YiPLKKsG^M`j6m_3*dq@3Yx$yL@)g(5b zs<1_$x$WUop_s9kr=a50I*u?})Xf~*)&O>R1ccumYkU%#doPsd8dAFydyF5R)GkXk zO|^XqyWi$#^-+uDc+vELlb4Kj0|@z)ii0|y;(hwHKy4K~!um3Ooxa{3S#Np}z4`F3 z_yI{qC@_6{+Sj6*L&Gk0D@>FQRFfZwt3BdL=76HbiIj$|hgUovKWCghNbq4hk&8#0 zw>yuoTqUbb`PV5MsvBhfo>fn3^HI$ioqI027^d7x96^iXk2U%+8k{Het)7|oxrW9! zAw63TfFIaC83;;I+e&oUO5_%(>HL&ZD*UVlht|76Xur#nG`e&K9k2KPc}INTG4iAjbP~c(2nisBn+{d|3H^{jrL0a^5OG$%ATC zJhmYX^#pkoiJ*!%!;Fzrj)D@sf?eyI8zkQ_V$^rsZ%(5zBB-6*&L^U!s}m5uoM-eX zYLWwqb#0y8kdVCoI{C^PfJwv+qI3J^M}ZUIF%Tk6N++ULnquBr5(|8(8g#Lh^a)bv zZeO>Poh?B)Gg612)J7jar=kLR9ey!Bv2NOmcUc~csFw77X*P)bLx!#7fiJaHon^=- z(YY_mu;_Y>0vK6Mfh1_04UT(>SuGg*DsI;&PFc;XY%lu-nZ0lQ(gWm+w)p~A9Ti8p zTS=PF+7N(5bB7k`D|L_;Dk=?Sa z!h8n|Gy~eEV1e(HqLm7~9dQ-b#Ti1fL)l}t`vSDQ(5AcM4U|Z8zcqY?UkB+zmUA8a zgmmdUG3L4AADlXiVG|=B{q#PWPP?;2N&c!4wJHiujm_`1G2DG-ceDgXJ=9~>CuIY!$3p3KiC z4vBCDA^qmT+k{!4;4UVRn3pyEblN%1W*EnQy$Eocbmtzs|GKZuv+M9G@2|uO&k-&d zd}Sk6s#Eh)^{s*a{#k<}BWxbKZ%eEdC)_F)SC4|~-Da{kwVvEsT6*NLpZQxE4gXnx zKOA6(Q$VDy;Qe;XGG^iLn8qoOtvX9U3l!xP2q- z5nc_ija4)|5>1z>zfTiUDJk5}8cQQ`Y=Js0wf0(%182Q^-@Ip^}U=>^JP=2Un-%*4 zAS3`Ro%j|?Nsn3?F7jkmVcuo6swox~*dyi-WjSEy*(5`MFGG0`m^kd9aNfIA^r4Q@ z;YuVOZ^*x#@in`qcLD==BcD-R$yn^iGC z_PO~f>%EHhF*_0f{MeepnERK2MY=9%+&SfG}& zRx>SBbChTvG}B*xsu46_l25PN3KE|_PuCZ#rIZxb+L`AjZSPJeR)0Rp)K;jFh|5zT z6rEl~6)0Q4WQ&zNd@p`%yBU_>!H^{iyoE?hdeO3l&RDJYAaNS#J(S0U`9({1eQM1VHbWmXoGkv# zI(&z3r)(I>NxP0=c4ZTt7OCgA>cal{CdBcK#;)C1o-9Gf(LX_SuVZ_72z?eaXW$w#5{khi&j z6Fy@I8A?MSJ5k9ve$1hHDWHNnxTqhFk)b?9zsn%yB_fzJ&)MW$7bXYiiE2@Wav+P_ zCK47(Nc?Crn(pTC`9emWC!xGztd_vh!WdIe8^>HUMlqdBvoWSNjI3%duW=DIxH1z*WPy_LVvP?4TI5E-j$RK!cflKWMy-I%>ttpFNvSL+x$l&W|_oUI%s-^;mq(B z)8muBSdNh8i{hh&89V=SF5d`liedEe=7ysJ`%>h9WGgT$agpE*-+2OZqAkn9}?7-ns2iPrQ)FK)l&xaCU{$j zSTOb+!=m5{lJjkmbs^zGBmnFe?UMfrRVi`)MuV(`(t%^T$@u44X_(gc|u84yP zh@sR|%NEXgy}<{zk@OhTgo2t1CrO8knBhCyG8u0|Ft^OrYj6e2eh54RjO>@KjjfT7I7S4tMIIp?z>1ywg~yh7pUgWlth zbd1PvS`S4S(3nV$=n;48R@vQK@6cr{)W&2Ey&C-j!WZJXK9#_3W=+QCSTo;cO^+Tp zR~j~}1mkK@jGVryQoyd&D>=>~kAcU~<>tgWoW&0Dv#j1oTtYeSgk@wEY|39|AGAhe%TU#k9>F)0C z&WG-h4(XEamXe1Ok?xX`ln{{a?(Qz>d}zMg*S*gf=iB=i{&Fx__nK?YYhKa0T7Q#s zBF5}9cHO>}*3*3Zyuy`zw0J%8-f@&i9q~jjRZjGY9xcj()rj_=qb$R_G%jh2S=8%o z`ieS7(Ti0LbnaN-{Z(eo{}2cOojco^B`%n*VGo%~mG`JOn=s~fLYaGhQ20-Fq~`!ddQQj^)B~GU?OL&)u1!5O=1-^D*g1j+DJB;BO{?(U z@VV~QfMNqi*gWGX;YXbUIKg!H{Vb37qqqq>JH>vhbF)_E{nyL)P!qvAZK_NWuHX5a z^&HznYCTM&!_dIRZvhUKK=Yz?@AD-~h8Ap&d*4RHFeQ6iC^bEfMR*N`8@gc=6NF)e zo#^xX!EK3m^>WLMRI+M;3szt@3^0Qn83x1v*i#TCjDRR6tk>Z6zNe|4+u+Nui2?(> zg41n2qOQQ_(G8p1&0;JWS-!l$IX{E2LDWHuPf7!C!kw;Ei3LO_CC*@^?1`R!o zfx8|XmLgBJVE3;B&QH2c{eSEcQcSCeVe+mXp`x?sZaf#x6=O)+7E3!xdk%9Q-h5as z#sUkizEX~!Kl6xk(L#uUKunj-?{;fQ@;&G;*VnxTdzr-PCCchx7H#K8p(cjheYjAT zay{)8$@Gl$I!!G}YFf$QxKaGv)agZKq2iFIjoClN5FE!m3~^l$<*}3-C-pVm%(GHZ z-h5dhm6_US%Bq+hsH6Gu2`10#d)@qsWqWZ)j4B_6LWMn_80$Zswx&mH_ZsGw+inU8 zB-z1$?AN5r@r3YG{Vsk2#CO~dxeG^DF3#G-nV%8M-$I)b@=TE_l_2}Rmp^>g1j(o@ zSCLJiOR>?|I#$C{C$S;+YBNg#SB{LrS_ps!y2B9uv`3RF@@G5gO+NznM7%4|5@RV} ze>;!znfCM3L8R9F?C>($QjNT{!HSySR8FXzjycdx09~k`5Pe&L{698_0(0XL@MBXt5t(n4u zAc?kT6E+yH{bZ5aH0aADY7Aj17Mm)$@tkaj$?x?7BltNM(=|WGgkoPu6NU>YdL8_O z*CmpDa|O#DMbJ*^=rqr+qCp%iU)x&Y?f5GLTejQ8#k_~(v1@_ptCXC&k%6O_V3=<^ zJ`V0d*7%pE70Q8FN|Y=@`uXryVL0GzPKo)I&AsrR%k4W#>1O}QNXZt5j5L(@og^W& zLb11x6gZV?0W9^WbX|;@$|kdWGLTy0(|YT3^McJNW2AgOzH`d*;uYhN3zZ?&8*zlsetIFjV~5VSTk@KI>YoP3h9>+P5DaOX z*tj`hi$$Oku@@yRy$I7L~<-f|RQSG%na{K70=(GCH+Wz}=F)L{yMt)2#xhYDQu zD0!}=x%{VFensTiuB|IFbcKH3^F`lAu`e%jIRm&y)QsKu;#|p@f|vCw(mO5tWqH@t zz}uF%`%>=sdTR^Vwsw!u0r!%QyM9v7z!B()uVa$_V>uAnF~W?dc6Ll*&;heJWAxbA zK?hx?8GP7^!R+yKG)Lt$WC&NB3Zo|_F7y@W39Fhy95{G7>?#QBHHytyy%|ky^azEA z9E@tOF5S;`G0-8%UJaokb3{5ryK((0>_yb{ zI@UL1jOY1vk@&;LI-u4o2*d{&F3-i_W^lyIqk|D^)>wECT+@7KPgtimW9#6W-8&;E zMR*sdUn>fjR=t^mr^Wp;xIH+wlMOA5Nk7Gig<>{%B=IhpB+zkuJ&pq)>Ac%$B;a0k zoXN9Wd>yNDYug`MeqOeudA3po{F@{7A*KAU$5vv(%Cj0irS)ORr z&mET46c~~H(dp@L^#r|p-wBcX=cTGDWD}Ks03Bx$(4)jTd2CCx*4xV8rTZ5Mu6^exG7$fXMsCTQYBv!5W)qyyxMFK9cNTbA#&Jy za965h4b>LVQ7=T)fkV#BObqx^n*qRG87`{3-+p* zcwRmWSPCA`V1XbU52><+M&u%7ln65Sr*zq+6rGp8u-9W_8XCqM+wO*6$Kxf+@3icsygy|_79V7ew0 zc6NA(Qj-3;VHPVKDM%nEm*ueJ-)@6XOufbMe0LAa#XB$*7m}m6kR;o4&AQit_Guls z#3)3>sgm{NFy*vCjr&5ANK`ofbuu=98^AYp`dcXReP)j#!NI7!EZgQ(@F>9 z6Vsmo27N(Y5|1Qzo`mv{aExWa~)$n?bKoV5E{3@uXw<*~phN@fsn+@U{SG5+2oV=9E1 z^a=_9fazhqc<~zAqK_%ic6KS3&~7|xP|CYFordqt(R?ZKksJA$!2D8X&N>-2)x*p2 z;fXb$5vd(^6jQ_J(;sHM3RXjZk@F6_vU|t+xuRU1M#+BTWb>l9{WiiNC9`OpKrMOr zB%g^R^T1ryw1*ajWQ_H_47-l}Ln#s{p&T7v%E@Drdd$?Ps_YhOB2n5--k)KNsBW2e zYzF`Q#D>u}e2?utVi&q1d4hqMkBP1&wi<#My;H=wj2Zi|PfL}K{rCa0s@*kP%COTf z1Ncu8>Y&9Vrpzc)zY=pqoE2nct!%Nbto-7aGL*g{ef9}aa!!k+3U80uk-lcHRf2bL zZrq-m{j}WbWCBLBP{$28B< zxY#LcbzuPp3P>lZlF2;L7vBg_UxpZHXJ^%Zc4N5st%&if0SQC|7vcJVh{iBQxHxMp zLk8aGfZ>nfJ8AZ5^=CU!kl!syk=f-@)cp<0xLmC;;z#>MImmmSyT=g&If81dXvWv0HtR?%MIKwF#P>9s|A5YnzGbgdH*1(dvpJ- z`Qt4T1HGP#GBrXb+57TUb`dQ$;yl^E%52 z#kT$PFv}ixThY2#`|1A}tszI>nvl;F(kRwGm7$93-JDE>qIhaXP8a<=rBS2)nDCtN zJidM|&wP`?o@0Cr0!25ewto3LrEPWw^>vS9WlcFZnhiAJtGmZ)6bZ9*qHh2cF z6FipAWbf`_DSlcR?U3WP&PrgqG(jkC`4JW0;-r_R@We<|W!eV@) z11sx-T!YwpuTlK`CON`{6b~CT4MwRdUbVSdB=z4fL_(=i z#dU`E#I_J?0kh^2`^BMcZ@xK_zXiYZeuO->$cHRx*K8btEo94<*2>Hgb@+t#$2=zS z{c~7nal5{vB4n>`88_-d5b4os`+xU~x z=PK;ko(ZkMWYT(kZ8jPc`*h2zC)`?83##jiPa+`j=DX6T(YxHs0N@^#e9#IE1Qf78 z)L+c0jN-s`dOBq4Iqvz_Lvu6>d)bU*2Zu`k6t6H0Ft{!utqC2tfc0Ac^T(Ak2a@p^#sa*)8rg-6#=h#v##20JgMNU=_0~WHO)ZKGbEvR>0a%jR z-!|Gt(dm~Ed^qJrbEZVrh{W-@u!Jj8+=E?f8(V^#-Oe>h(i-E*D1moToTuUClZJYCwSUn z{Zd+$Hb#k&HDXjZaI|na((W)itFdWcZot^D2q=AIOT%C(U=i0}HgWHks2&_&?Cs3a zvHvtp8nQssWDhh=YGf3^*|5a@%lGf=|4?r_MrhFt6LuCiOT3W@pywBClc*a2uF+Eg zuq`f?I;?`_9OXY>JJ$?W7~spT)|}9R@`%NKC(OC|ivs+rvj{7v(1Sh-Jo;s#iBi@A zXL}y0Lkk^TOf=KE$q{_+t+?35=e8P@9816&12~Ghn5vGtwU`MHC%I5(kYJ~a#!iJ~aXP*V?%8yTY?)wt-?2vE)}S3NlLSBX`QgI* zL-)SX-L(ie01D@MjK?f|;b3J)v-zP3N27vOu!8cVKGDUWKWKmK;sbNd@)Fl-SeYoI zv;(rf0a+eDEBFcTGswi*OLfVt(@rMw;;V~jga~4zWmt8FEa*nH5v7tRO^ur`%Gnn= zw;Kv48L=Vh@Z(9CCd2DkUwAWIqpt1w%G}gPk;2}r;2wi;H-RSYdVHi*7=zCu`_rdL z#(t!jlrM-g+h$JlV`K!*7L|)2*+*S^w8xvJ1*9lNd;8~SS80p=3TIK{VA#CMh9qNF z)^Lv&y6I(Y+oEwO^t!qCRh8foJj|my(bs|<7MxZr+&URw zszmvSRwzC}hb|dfH?Jx#-qFr`Zr;3Cqhl z;4s(+_CJ)zQ{wRL0YATCDIonuwN;qc!U4no`ZUP%6}4GJbo8_C*$*8~2FDb}w>tgY zjNf)nG<0z^<`ra==nmXFwv{Ln>EH9r3*&ncM+_QDGyiR>ixrZtMwVu*(>-i}EEB%M;Y&w*p^Ekp`;NfRLq1k5 zL?KJm%^QK`LP|h5w(9n&QSOb1P;OsHfqc%-aVRxqnB1>+dzwa}Tk>a3Xa;|*9OZVZ zrYraaYQ>2f*}}&biEmx=@llfwosxB;5_{tSemL5%Hc(g}W8t~_2$lzrqUq^?+;nz! z=N&qCVJ(f$G0N>zK=;VmtS$ju6nDIH5cLXU7%rjpvs>FA8>J;$ zOEw3DK@QhJ62o9Y(B>Y~sx7xdZd^stb-|>6(-_`FrAIq1d{j$WLLp<$ry^mw6ZgtjxPc07 zvII5U$+zO(895(1>13IV?qe6Q<7!VM^95NnxKOW`OrAmcD@zV0ZND@$qsE z`S))0V7yvt^~ky&z+C%~G6M+M=lGpXcU-KgTmYlvs7mO+O@<^HMFn7DLcR1Gz|w%r z$B6&;wz*6E?``7=0z;(?+`%f&OYnKE2KmYop+9Mer9h1aexJ(w-HfhxNVMtpjAoH( z9x_VB@?{(?R*F3*-xVC~r5LS?Fps-R>NYxT9Gg1s)B)|tM-ROiw(f%fQi#IWogBuL z+nP_o1#BZX!UQl$O2!Qtj-_s5Jhn@}s<{V75X2^wob`20d0qEotqSu*_!rTrt#Jp9 zZqNggR}-$(4Yx*f9u=Xuc0XmJ!3r~RSafj*$8jS$YE0A9;XIS~aDb!3&eO$G@WVUy ziv`BF()45k&;) z1dx$ZVK~nl*6gQdbew1qG^YXZfwSJ8bX2My|em+PSU&)wQ0HqJeFDROq zVwVBeN#OFb9k7^j6ttqkDBsB_l8BS1FPN{Osr~=}YKwoaQRxEkOQBDn$QSHtar_lu z9ESc|e1W(80VtvPa)lEG*BkkqI0cIF`}&cX58OZ#9XplJS@r8lHsS?LYeJ3-YBPXI zNlQ(%YE(UI!qcVTVnIA<)3FlMjfLjPR+ldO=Q?#0#PfazG@4#{@`3c1@&m|&YoaYO zA^}yJVSA-?`qogsD#|$(W<*x^G~>J+VG%amfViuSN6>O_*IY}sqAbIpYp9#NTH>pn ztBs9XB$h`k>Rxa8tzEv>Xqyfc`W+;dprwJ;aJ-Si^mAU|hH<7~@ROm3khWcWx+uDJR57ccThloxq+F%vVhAyHXApOC=6Y0@ z0P5UpOlRY_DV=B1oC~QAER0B?rKau-EU=p+qOl(;P~;e);x4I7)0xrA-9$#N(bT(Z z2t1eL0)@<}NaDb5%zu2|fQR&X?S(h+fgkXD^$dF?X&{*H3qxx6Y>f|O;@2Nq*1j+S zSVWt81-liNfAE3@|2YP3PwxNU?g7{>(4eWoA!UlXedvy9<4)f;dAY*9<$}YI7vZ<) z&gn&oRYBl0&T^OdNhKnht=zGFm3tkG%{q4w`ITDYnJj33fPvT}vrghLnk*|XhZWYD z2dBR=fO>Z~4nu_c_0};aPU`iS%RptS!KKf@@|5H&)CAY+_w4SIt@vWw?9PDz?0cFk z)dQ>d?hPB4Z_r}<%*V5XUmCCDgXpU%BqXpbQtqJ0k!^@?_d`ikh_$Mx5P#2=#erq1 zG1{!_P3MUc{HL0)E7;_J*yNwL>T6EgJ&sFB? z_8reh<-HmqmV428lTVhtF=BiS&?m_-pO}Ue6m*7%ySQ=1<`Rf2NvAe)IjD7%#1H*k z^<(24ON0fuUPf>@SyF=GK~wEL7S!-FTvt@nu;Z~T{u8|(%W?Uzxe_i@#qswvtn z#eKs#l4L)O>j|5FkZ#s2eFwvaxW1Pfi>k($(iaVzNt-U2=D^f5s6iqpd_=C@OoJwaee zI>v(%^^>eW&c!p`w~1$pm&uyD4i5Gk2ijhH^luyq?mxUC9|7e0XrB4jHK0c5*ZT4H6q0~^V~qbn3-nPcG+zy1 z%C5T72x&{cK7&F6@nde~yIK;kHke$13L0vXUU`WCP%c*Z>`5Q4J&llYe#a9v!?F^^ zC$?YDdQVdinxnCb_YYs-AmDRRx_j@|QLv|quG;FUc(MpgJa2@msW_rkdJq<2_p@w~ zM#?qpL}~TLl!lK*z(OPTWE+*xM2oD&E=s1S*d8(^R!kQmyqVY*nm^&WSP2}2SbghS z`bT}Z)q9WoFUtPzKeak?dBRrcfH7q*UUYZoIl6Fe72ou0=98)XBWT2vjODEv^brsr&H+DHq;D$ z=;E1=YcGil$6{8rs(Ogau49W!ZOZ{Sob8rFC|-$w7Unt%zyz%XtR4OhhVKfH{|^&_ zH(kv9yvG?}agGtQ_rDUnW*l=t_Yd^Yi*-oE+>nJixDrZAY6T7#CXbp51Hl_b?cEqM zpe$nqz8f>&M>d349*R1WI!1YAg)y*xl|^D$v3(}a4--P>y;ii`UI1Pho2a6IZczsS z);BY!-BwbBR5-#0xm|?iI7B3XFC*t?RX)kPY~0PL>2Wf*oBRt~Lp) zoblCyoBgcE?PzRhIML<~JPGmwM~38E^8&coq|);aXK1)-o`x22^IaRq8nJ|s3R-6n{z|^BW}V9V>9xiMG84xAcB;B5vi>_V3S&{-g1#)2H%zNuJWeTmeL*QD`JkX$VZ#sUK}% z_T13(P~dCj%)E4J!G7*4Y#55)W&kYc01$C=0{#bn`acI0B}Ns}p4UR}i&wDXA*5Ci zA84ZzWSKTrGoz=O!E3U-ElxqwCy{j-4$mMX6&R?6v7#8nY6>+gV`K(3U6337_4>J2isNDvqh*=@aE8ND z(H_|`%=>AjbR1vbDWi`(osE{5aFO)w_rKZyeH&6my6Lxva(<75jM9u8Q;4J7_wlS! z@<{TB5g}GnJx5d&{zg36u4R!4SM6r!SrZU9)OOYb8J}r|UNLNIKN~mBRU`e>#SWJ3 zj!>l0CCWA^4JAb2q#8F+*>5#0fgxFt*Hs2`SV+#JyOta)j}3B6@hk}a?{<1eg%$xZ z$B#vzvVIq$snl)G*A93q#1j7O3qcz<4JLpY0}p=;rhokH#Wqz|iTcL#*E%Fna{4gUAl$&g zn#w!EGm9cj$|SmGH4JI3Hpm=wof0*?#sF4x>#I?v`7`AjoY;gZJxhPTo)liw#>Q5+ z>5tVUZ;&h4On>0{J-Tj}|TGAU+njYA@UAzWb@O?>i6V zSUPBo_Q8Ha!zibT+~| z?)r>?jOzbtXqZ1#f`>k10`g9rJzX2cD4wkbd-lDb0Y59<8s3043RkipAg1@&FUzsY zTJX!=Cw)PmuXi--RQ+5|freg6&+VCy2FL>uhD#! zg9#>YSawJm=ET!JaH=*ALrp6>@9X;hHinWGZ713fVw#EIE0CE|B@>rooIs)WL-nMQ zdU$MXh$%t59MgB{>eeh#3+`lR`63z+54uvF@02hQi-_2Fq)>lUrTQex7iv_8`DW?u zynpXUOiG?xXt$qQ=wqZ5#fBz8>jpAKguSI#_yWpnY~)X2;)#y%UlierNxPBrTNa8) z{$69T*X^&eHINxq2NXgd|DU}dzX#xQjmnD4YZxKiMYfV|p1&%aHHwb)kG#x; zjxSxZ0eL2}_vU`v9*RhTUyNz`9LDaqW%f_*vElBG6Y;e+*eoy#s>`v#!oIEe-6IQi z^7ZyKZoPmEIKeT4KfiH11UBzlQewicvb;5P-X}T~Q@{*7EBE+f25Saz_owIT` z!tOiZ0JeX+A8GMqu0JZkO&tIey~~yQtNx2B>1L9W2e2~{wwXvgcy_B zu??rOXrV6f;xMe$<%qMeG%%GvoXZo-{~~4^lSWgpsLt0VO=m>2QC)EazNMnPe!)1JuTE zcMZBQd9obPF`Ur=zADHqcQf^O;2RU?g0pU@IIRirMTx_8U zVOII9Y;M6g)T_I&Mas6oMa!NPYVdnMvySOQK)h{tR^fX zQW3YH6PQB=f$O7$-br4NvHGw-35%|x0jKpEs?ximRhd`mVP)w+ zSCrh76XQ+)s4XOlYZE)@|BKEa2e%ao>@UBEp*Fx@rxn#YL0{{p^8RH2p;=8dqKKi; zd5t`+$g2WA-j2D~rv)ZYhN1S4;^CLO$az^>UtYr=BEsFmDX&B+fAHvM-|;zD+Co}~ zj%b@VLZgCcXDbm-XAj^{e^LsSZ!I0er#uMV(oO-*dpQu51s(ml8L8e^9#M%G8fnv) zk>J|Y<$`R~Q{-do$*GC$BMyDi$S}v&{+AmJit{_;oXk-+rLE`2HW-@&b@v@F#`f zr?BQt^r%j1Ro^(<@1DJ5fu?Okic%;!O0ga@QY(k}CVD2WCHwnnC>bM}{ z;lgItO6PH%tu$Xq@1nhKZ#7VhQIlz zVU6|6!WdTWPy6xks=K?C7H_A$zPiFC6bsmT+35&^?Iyo=^+}*(zdWht$(8&RlK;DP&{7a8Qia? z0EU_p#e4lQ6h8ZEYZCBKNDmznObTn9JCCR?35pkU7n& z&2{gjeF@GQrT-KrJAZ8#r|$k8Zdi3^y1*$l zi>ufI#J0f-y1stQn0U^+%#etqx(H-1Tp^_F08HgJg~Cb<~NN}82`0ZOmMY6wwWpiwItaoB4Q>P&O>(M>H|lAJi%z; zHXLPTVsOiWhS(u2h*Ua)64C)ar+@n^ylC7l0OO5{(t746`ep;pn7*NRUOAd&Bjh{Y z55Cn$tt{Iu9*w~E9Yb%;nrCx(nn~gZ6$et7AVd<~Q)B$_b6y*S9{FYkW#o$ajL%Vq z>#8zEpcP?SV(jqVC)MUkx@ zAriE){5BHK&F+RbL9#@buvlO^Lbf<~NpAmF!h5Hk`{VW;8oi>Pv_K%OiOq)iMr9kq zgTXwx2`TvD(fb_v_AQW@*C`T5#FW{xV~w0e&0G@sS@G;pbrXJOBPX6IR-K*iSbDN2~i$k zH{w-)TKqd6T3ugrPmlwyk&x{m+-xOrbc=yk&fJ51-Mn{aWD){t z*)!H8l5rwbQyeS>12(S0sM$0|XLu3wMFtKA*m{*JTF6_6G6aINmoePnbicLF4P#MK z(#Ad3zwR7>dCHxBK1T!G+NrH``JId$iH9(zdS#$(+W_P?rYz!AliS&Z`ea|tamtmR%(Fp0yxge!Vj7&H&5#&8 zM+$lfCC<*`S`WCW!_&weiismT^EDZpBT$_^4CO?_^rd31Nx=z?<4YJKVPKeUttw{* zXd<0sANV4GM6oPkQ#8m&t${ME8=V3Y$LuP=P%PAmg0d!NyQrHn^{W!d%9`F{FK>eG zG3b>L3F-$AL1bx8ns<6v(Z$Zqo`~UNN}HEk@m~1>h^(3_TN5tWCnFYE*tc1fO$KE5 z3i+@5`j*ea%~Hm&SnNJm`vXHvA&nWDZG4NfRStjGnmt0|BY*o_!+8hYgf=uW zvhJ?w_Q?<|695$(KRCP+oco-eQ*=l_Z=WekBQaUeOHnJ;-)zL)+jnDf%DNO}6SxpyN+S8u2DM4> z?{A?3_Fv^71S(MzWt1;jY-F5?M6@jV&CDK5wqHSSlE83Q zFl0z}4KTijJpddOuzuBw0Cx1?H$#c%$ zsg%E!azD5))vYKq$c1j<&-W-nWeB>K4^bl#AdM^nJZV4MSpXxHyt%tBNuJ|5jM{>o zHVno2odhse!66`WsW7m68F9YxWMjFA-w!Et#B2Ib*#H>fV!bW(PbHZtW& z+^3z8V!)E1w?5R4AOd}_lLWe=H4%T)HpG;C&NT`NwE5&_iLPagEW_Gxu9>JTGPl1V z=K%!I0Zui}wu4AkWb}`P!v`)dhv`Ffd6)fk`b>C;CZmU8T^pebLeMc<;Xej!+}pz%q9pb_y@MnpLxDdM;AeOWW?DGWZZqOZjim*Hch_m)^&bDH>pH2 zUX2AkhIi5ekzK1ns}308=it;-Wh#t-0_cCAy;kU7Ioy)?=0{PUSe`^uKocP63`Y50 zM0TVH1jLG+lT7qZar+SAXN8SoCR?PqK*jyzM3W;1a;@?)t3I0Ltn*o>>{aRb4M@w5 za${BY$19yF@V-et#^Yron9lJNl2lG^@jhtEuRjqaT}qKZIX9{`Q6+t8KabYQ#>A{~ zg2ga(*v_td<6GY(Hl0iH((`K3xX~FaWtm7$h-{D(NUUJ5`XQI?;fXP5-?0ywkKM=%prr4ZQ$!yOJOQ`?v~)NtBYX0#_f1)5eRtwR z=sUzE>c^|<+b2i#w@-ZfrYAVS2nmx(tkPk70HOfWIY742pHC!>$5!x2Zdoj&1=oQI z^I)5`dpR2o_ZUlyTttnc;ze`52FM#mnK*-N)FNdo9=G3(F0u3c!t_`|QL$ zWL+BcuQQArWa<=3ZqEe@IiG2>TZMA#$BjBB+>~M16wl1MAr8AM?HgbV$_spsua}26 zDGHBG0J)6R!{CDAG%l>Faq&!E^AuRF=1rU|jN2Dc3xcQe1*Wl5wctg0HlI2z>$WdD zi_Q9vkHsmH$2mxFDw?B8($sVPNr0z-jgDnV@eyN%7|5!+R>gPy$`K%JcfO8*JK-l? zr2PP7%xGCw>{O3l#CQr9mJzSK*fy&>f~JaPgh)*sa5HXwLz^_-9Sd7?~kW)3JEftHkvT$JNpwfPP`Dsy;1-k8?wsjYzWaBNTdO zC3m*6SW$_T@farF?>1^;U#EIgwj-&4Zh*2xwHZ)Tw%reJf|bMR{ek<##My>W`e9VVv$>f|}G za;<*_S%qq`d?QpLh#vKrel}n@Nn1U=da>3$#)_D|9B%%&*GcQyZu;w;rKx+}3t=IR zNY`?i)~$|E(ciue?^7eq-^JY0XR!}PS#jrDhsc0^7X#FU0CZL3M=Dt7gKI}6OF+Iz z{xzkqv(xlvx554=Ms^wTUQL=1qZZPpQGiJu92@*2(0)AEeI7Y}DoTe5&JoNJV|m_Z z3wCHPtJVoQhBy7tk!tc=jh|ok1H}<>(?1!EF|(jW*r}Voq_2?E z`-r;VG6sPkWyjzb0|A1fs^}*A*do?$kE;{4%b`*syp*v8wqbyB+|pK1k7bB5qLghd zs&ZblJ(T0D%0`E}6xHHBCkPSLS-iX+P8+?i?u{1FTcs)nlm$7{lo1aSN?eb;hsW4I zxDWl~t&k@Li&UO*r0+AN6V)@SH84c;(F*=ez^mjZlzpyx;0e{rIBnLLA7f*`;TSID z7#{gdMv|V`n!g9pqS+gC6Npsphi^KD(bPBvT6xrcK8R$-DX^O}6MWCUg7UHqL63b- zpU-dWp4>F-WDRWZ6uR3kx`?Jo&KxDp`|9hNSNi0zU(3BIIKcY&W#FdwU$=Hx{x354 zfs(Gl6MghOhSfWfX1D2L80?x(8Q|jD#z5s`b^HGq1^<4{3yjtDC=n^~PI&2=rp zX+0eLDUhnh>QCD&3W07ou9vJ_3Hm3#+>>zBbD2get|Y=(yvQ3-`st0+JmESdhMdHe zGG5NSFXPw?No*?@`MV|qRTz2wA(Q3sLr=3&nC)+p=-9_shQyvZPe=CqhpXg%)zDfs zoAF=HKjwD2!4yr1cb@b zR*^#5++n^b^#1+t?L7j*sxm%8AeNYVy+ZIk8af7f!*CX@0J}PG6IjG2yuZLuAD}98 z5FL#kUN5IH{F#tK0oo?K)H`0ssRRHLZ(rq0 z38vMMEtskrqu)u1q(>80&+Q2Mj31rS42urlEI}TwQ3DdOXoi?~p!VI8#-i%lCMHKj4K(KDsA13OP1M}8b1g!t2=8aeXC?aZ(I}Bf zax}GrV%$UI;v-j6o&?pw;U8kPd1{1z{438pw~$O^&AI>qvsZES4SWR6U0<`-5CX^? z$evYQweP5%VSOlY?dEygn8h0o#8~Xyd(5!i?NP=E4MO-NE zixrl)rByDket~Rln^Fv}t!4vc{QgGz|FQSpe@%2x*sy{W1qDGtP^tw`iZtm>K%_`i zEGQ)c(nLjSXdxm>FDgohP=r`PDbk5_sUZZV6IvkD012cg&)&D*-{zq9^bIr_S#*Kt+kVTM}c!e=xb3gXo*Q$_?rWz9uXMi>hW!-h<8w(_M|-xg!SAyO_|lNOfWHj002bER2j8lbLpgZDRZ zW`A%f%wrv{`q)r#t%*0y4=6%tXeN7Mwz56DS=gU7;QpkfgC%|Pm9pHCFCy+`)|cC% zo1ut%c^_h(>1D^}PY&9!FOIHX1+5DPP_$H+!VB{wkEaR4-JZ-SsbYBsr$TvRxF2`a zZpPoGm}+JbyCE+?kGrTTaMuvL<}uO^Z>)rCQujmDUkJ2)=KeeCIk}913U~$IdHiZe zQY`r7fzVA86ExtMyNdRS#vH$-pEaowg-0JyvO+nWH=J*~=n=^o_2>XY2{6TWD<;(3 z?XR^+%2~Wr#JQgf=KF5u!_fd|BOooJ+L+MQsC!pgH<5r6($uo&i?hHN+nNgR>Z?8) z_{M_P7WK3Gw+in|U42?JXegUjQa=6&@cZ1)(s6J0;SC1(Qy%~y^Sc4*V<{JX{0cw! zKKJ~n*^_0@wGDZ^ewh(b?F<4-w1G&M@Sp z!hMnMjN=pP*B`zNcQr9|IQdE*V2Iw!{#M{_oC?YL6;f++cr_px$0+v*RH81S2(&g+{4rP=vT?8(mk~zUTER)-G)2wcE$U zYmY~Brn&_#7u0T&_o_hd*cR8SAMODyMoXqQD3Q)< zFLFbIb&52pdO}3kIoAEl)N;|#Xj{T0LRHzx-~PT9 z_$$@^uHd*2Tu@Ou%W)0JQJ0!#T!s8cmCjt{UeDZ#edqPs>L^&cC{n6?cb z(iN0BF9|Y`nXmXEct7pI=G822c>Zv4z)%X{b`3lmv|Qfjwsnl7WzS-xGc|*$oXVq2 z*6hPQYn%N6FgNQZCGtPrns0tRx8F?Q&4bO2c(Ei0PTtPzW7IOkf}b4dMW8~=8%?1^ zxtT!J>}UZO?88XU7UNc*DmHWEL0xrm)7GuZy-u#adW+9`pr`W1{#nxH095m0Xb3o7 zgl9lc)rIe5{($@17x-j;!NaS%y)pTEX!|3E1V!3SkrTRzHcV_szy-bh$;?}B04QP% z*&W`TrB`ez(K1<@b^xJiyx1V!*5WY#_<6U-UBmaqVq&M;W`3+5!?XEfc(ASQ6leU7 z(q>4hU@E;tu%h;*2nu_Cak2B>g_|w_o8ATawkXj#fG=INfE4P-RwSR9xEcRA zF6bs0zH|V|3v#j4Klv<5urKUn%mBotc8N2|iJ}D5evkVG<+=L{qH3@utcvZrHwfEX z^NI7Dd|uuWQ7lGmEBn$9UlGIQH->fRNiy7Y_SuN-+p{@Zs$sM0_^K;U8W1I*15Vs8 zUH&ZVzw`ZpgqFb(W!d6~PfLK%)&c1ip7oG=tJulH6`%d5oFCU+_d4>UgcvaG{cCvSE$H@n{y%6}BJ{NyoIbXAeGi zUligqyDeQ-2V@&pSM{hE$??1ja}l`!6I$*Id$C$xJjr9#T^FeP!s}F$LYi<;)1}6% zpWc$|CZ)zyzud3edY$Us2>UWJbGdxKN7v_&OXekeZ0R#TWap@B?PdF94~s?^Dot*< zXy-wnXot=C9|WxG;)O4dcHfuJIc+*G^Xj2V{<81^?^!>1bVs9rZh!Ap5K{yr%uZPT zMkprt@o9&X_6+=jch1zg;LlWL2B2iK3MvA6sJ3r37rttrH`Gq4?0=+v%a30Ze5-i7 z^1zLVyD15v=kd2`ke!XT_eM8j=c~Wq4JJ65Rfk?(-Io=Li!2;@X~g>po$zg1HLyBx z=Eg78TqD+*OZ1M~PS_qzcfAji(PI>u+>}ccrdwQ>(_F*3)8kk31BP$uDm7ckZhQt^ zdTta}qLas&xnmPYIK(Fup9``-@o!o37?;eQAAbUKFs3pm)eh)iE0|h4RD^rRi5gjX za(h=XZHF5Zus86*(kp+>-F(dg(EJ-u;^5fP?i=FYW%rxa13~q+jgcreE5a%Dr|RSjBifdEd4#t^XteJPscwm&%L~0jlz| z+ehP?S1fdD*0$Qh8X-e5d+m4ug0O;Y87{v;ysqh+{BMOktJZtuBKMF>`BG+Xch{$X zuKVeZBn+sG2VIX%+0Uo%j6BllU9OTy|2+EA;^#u{LV(7}ht7s><$aVoA)$oJHv1_z zzurkP`4lQ_H=pX}Pk9`8p(!Ojn&&F{&cPH3uhy|*&-0qvdl4N`_Sy+g&huyV$2ad9 zYNTt;%+PtB%;Z6V{B=fF(>ie#5Fmw;vqI1GIg@`f-)-hGN09+4yU0q>x8OI$>!aTI zn_(0WXq>t0W@zIeXk{?Gg69kF3s5v&DP`kh>)1)cTq{*hRdcuC7`FGkn1IXU?^0Wt z7N2K-Rqpt&+Q??lrP=(JBQ;fSLEHb+TqORiVRG`zxu!+b)G{N3TjPzi@FuuE`PvWr zct;+SbcEC;747EV>S|_lUm3h(pq3b;_TaLOG>~2A1CXA|A8L1@Bj<{)f=xfw^te#m zqNoUvR4FYWPPrx5;affza<`1p2jTILCoaskf5K}r*RlLV};AfYQ>Vb&s`w{jU z34j%G};+WNi`4x6z<-6OsWM{<*_DVDoi1+wKnkaApf@=-mJ#E4q zZ$+E% zUDv?r(T|qLqRMdw>M9JYi=<24>j!(%9q(qwqK_J5z8+MG_Z-evi)+`^V9~99g?zV4 z9+%|2afatv;rSs_l0!21z@8oHD+8;aJm0-ms`6*|>?Bs`JIKzO{4h!pYqNC3>pWMt z=s|x)90+Q7aE*OOA_Y43R2cUK|8V6;2wOX*A$Bm5apEKL^F<&*-qqd6{fA)oQ9ufr zx2Oo`SRhMrkx8Q@bB*_(>|HCV0>yLDYHu1Lf=3(7=#%p{; z-Ut#X3N01sI(K$3pq^j%rh$inL0ref%ZLv0uOit)PLEO&j4FJfFF<9xV*j%o3;gvO zL~&S?GP)|G&I1&mMwp{YuhkdLJ)hoydc^Xo3p=f=AFSyVzg@al>(QikE`~Lv^LF6p zo`*oF%>mL-ArqXddarc>u*SV=3Cv!-`;%)zwwu56v&`Ch#e9qZ7ygawn{Sc^yr=<9 zhn70mpDd`oEu-}AI_l{NvrUmr9~FEm;%=zzjc$u=oAPM%zajVH#P*}+(DIS@26tC2 z&Q(+JRa~5%d+>rg)%!ka8AQJ)h>MxIu6e6U)~F=8iJrLrqX7v-m~c(90TyG7iySw< zVbYz8K+xs@WrYPIBqY!%ePd74IbCGcqEY#IAx{FE~h79I=+}5nnggO~n7Yr2Zhr z!zJ5V`n3>B9(`MeajvVWN_s=s-3BPbaGRNXv+OWRe2bs$_I8x>%Y(oq)Q^qqx3aL9 z{1PtlB@g5IQ-xlUh6ztmd($3soLr)#oneRmsTBH^{{BeFWxV$|R{lk9dXLA6vD?w6 z1S#Y02A*p~zqdzTXOlIGf_&9&*L+*LIls(RAMGMn7vOr&XhdF1t#{IVAA-D*V8&yl z{j_t4JGaar{`Yk>N)n9%^4vH+n1=BqKG_ztZM25niZg?9UdGYenbqB5VgIQ<3qaU5 z01b}`;}-dzkizY2D`KgNH+L@f-{wF+;7GV%M?8DEz1F(X(6RJ&R0lvZKKA+0^NS`~ zM@<3ZZ|PlqnH%H@KSJT!((N(SFGVudv4C71rt~1p=KOdQ5IU{)wFxM`V6_`^(OVxgh3HnU5-;!_%Byh$BREmR;`gQM=u7cu4GxhT3jMDy zH@9;C@-|Y53-4JKa4{pacgY~xl8m<<$bw{*KrhHu^#mR z>Te9=+jRkLpq>}VwC^8z=3Cal$p_-Z))kPe>IC)@RI#h6_UV4>s~i1Y0;}(k{^5`k z)o#^9AA-`g*&S|8@$jn53*(1*_bpKU61T^mxXBW-UYw>ZaSVc%(PKj?i$D$Kshi0( zR7$~YrS3oVliQ@ytzRJ+%ew5XC=xKVlcMgmGIBplhN|B+QI1e7|z{E1%0-L*S1|BxwW!*BD$yCh)s`ds){ z=Z?Z(Cdy>eUn}Qv`Al0^GkwV}HfkDcWZ{PkZKl8j2%Q@c@};lg3&RVaQ^28<90S%1(N#?-lTH{mZ5tkXE$GDd4A-pNB9*q=uUpK--2vj zWK{fAF2wp^6d80J3Gf&A_7zaA|&s@k3AP0~(MAJz9@tDAG_U~T2 z;8GRGW_MJY)rcSwDj*cbSKw&-R{EyPA;(Lq`IjVL;+82B26A5bO3WKQ1B;SXzCiK@ zS$2=;>93D)JXi>xr@k&EwOLtlFs09YWm5go`m9SL{}83gH)8(CK}kctV=oSkzeAsll?iPKSnTK#c9w;;;Hf{X8mMJG#{cT52~08gWih0&S+LJT%GL2&X*= z%a3GVGg+`Z;ivl1&*UkAP0A5K4J{!SUkrLFg?1AAY!mY!5gz^P6YjLL;CCzm5C#sjU_tLT2IMR%JC#71&&EM( zo;{C0Ki?J4YzwwQFAiJko;S2!O1S+6ha0WFCCR!6yk&Y4N&S5{!?vQuXsY4qy)uGZ z^l9zDgh=RD<1Q2!;Q(n)yv02l5O+?{PdL&Qh8!P`GOS$9~<+ywb4%|J^}O zd)Fsovp9r*&Bc*B4Uh}4^g~Ft*n0TRqi-34;IkVbBrI`vM*!0RJ9c<((9^V-2Bj_y(*PuIMG($CRc$)17u>gbC$;-OT~8pXv2R`e*`i$K^NjP)&1 zAn&NwYuvu?9(>JF>JQ8|pZvv{H0Mf$rE+u9a33`>aAsAVln9l3?^mTy&5`Ih zGrQN^&GL6PsN8fd-jdI$RWjoR0d0% zFeEGwRnrk|ntl52CT?tC&;blCB9@rfGog>70`qMjJ6^4QvLn)@XK2A@3~cW=8=`!M zgBu~~hT6d|$|f1M6!SOw^QiBEt9rD1b3)ARDRtM-k2s;YTKo_bfpIOxl&nI$wv^$& zT8VvDd>|Fr?}$=PY}<0k?16P^L=0=A->z5flVv{2w{eoO<6}oc(YHxk-}p2jxEMi3 zt?^xz=c!+}PjyV8e2ezm10P$7;4WdFYzf~CJU7=pT+L(oa5Wh+A`>L9yKzJ1v!;iYl+;ER4F%Zzml*CLPlCCYSqv` z^=cS~Czh#93%i1Dgq$U)W0Ar1eC^21#6%L=7yfOZgI|*u2U@*c3Nig^K5*t!T3|%I zF_CzCIhgugJzU-@Z&Uu>ucPTd!vKePA2n1-VGZiP*KIHE>IcD@Vb*Q`<1aFLt z>x@CZo0nR^Pl|dj_n@r<=gs2FBytdm;5@`KfG#wof<)Z_Ef-6qU#=pM+en?|&WI7` z6YsPl*}4)`?UU{D&d#vQ=Zla2LDW}&V`+{(dj`*MN*}EWCvRZ#^b!NzS!a_${X;o$ zTQt!(uK;;MUzsD(|6PO8*PmRnJ~~B~v^JhDdFHSEy20BT{rT|XPa{@qxsd0^ZPC5f zMhxTIk0U`~)MUY<*a0+l%`f925w4fe{iF2gz3N?q6>3_wXXiIYXnkiH%A(2Iujk0i zH0)a>5)?3kMEDL&6+u#+O0Y2hsQMUG+?{i->1k*380yWUSGraa_$9(ouMoxoXwdGN zymL^Cn&t)&*>zvYX~&tFC>P0s0UK~JHu6Tn72m~<>Ok-J9m6x{QC(MjZ4*6-R8o*G zYGZc5DOjLc?3#Xg?aR)L)@!n6)GsQ4MZK30p6zQ=hHhr178#H8ERAMb zJFy!&mMSpqD;6NpjymdV=#EYJu~y{99ahlF&?DUt#@QzQFk8iFd5`Um#+viAD!XqB6Rw&(~!4@3=%Pzcq2>dR! zv<$P*F>%B3UUUD-8E3gojm@QjSIvhFhNviOVoke0 z(nV_7B`@c(jP^%)Sr9%|`Aqm+lz!by+WQBvl8>bYfn6`{kWIqIR6}5ZOOyu+{O+ML z2zD7>fDCtg&1z6e(T=+0t^ea^v#@&H?g<388J0VJJg3wbfx=AUe5#(TUYPncSu9nn zT}6uKt&lW;qy>8DS1^(^%c2@-<$UKM-#Dl@9{+)O8F!CKo{cM9-?5(o`RUkCo4dK1m zh)Z;=x_jsqj>QbW(Hs!#q2gQ$1?QCv6e`TB_*)t{g$11%Lb2U{8$={bGZ_3hR6piX z@Z(pzyoQbfl%QICi@DJTxEvN5AGu{nE^ick66jry*lMKbXd#xtMwum3ZW%A`>BCmb z1g)xZ+Cb_E;!RrIgSl|!vuAhb3;&t3QA1@XGw>M3!EbAh%ew}zR4Np=Bj#k+Z^{%+ z9S$0i{^UUQJ080|+}Uw;f+u(NMoC+}q$r|Ro0M1+K>Cg7@{UkLjYsj_m{T`K&f`{^ z4Kh}@Oou%`uhWCq9Kx1%pjFHa*t-$%xI%iI-ewnM8RH~{8S#Z$s!M?|JCir-A=MXQ ztdzHIhJ|IVJ=j)*dg!7^o{^fh@Ja08l5d0+519FMS0HIH2RVI34}9XCgaf#wZ5f5X zv>apq`_O-{XU;#%z!uICecr~9r9)0lVaWqW2GE6T3SqbzKN?+2u4CA0$2q7NK*t}5$Zp8AP*Vrkek6XL*b>g{xTP*ZNIL}LLNOBrsK6G46_lHON;os-3K0WbKyciXG|pPk@2IBclJfIM=nQ2)_aa$ zfkT@LG&xO&t;ZViS@59b40~4;dl6*+5j?O|!l0)0 zl?J*|66q;-Z49)K)1WZ}2C;!lH7!b|8j^>5HR%w~_duP9Mf0ScUbzA<_QdL*Oz)bT zd&zd(xga*PsD7WK9u_9A!dM1R=akfRE-jPZnmY{6sryhW;AbKeIxpit=pZPw?sB3B0vS-P|Za(-w7qRVbp|7 zYMbYtk{YDSuB13DJZS*xT;PE49b#@nX+&tcu)cb&ZB?xqBoT|j`6dL;8Kvm`5?YQ3d6vK-pX&TQRe>x%n+|AV?a|Wn4M_>i`_upY&O4L z=2$3QN2B`SRFH(FB92{|8zMTgSBbUs<_zKo{I3oSL}3K&6GeJ6(fV|`DIb9^_8$~ume+Uko~E^GJ}F~c#ycBB99)Y>LZq@pnKiSBpp z7b=Y!aTL^A9l*JHxTRZCYfOr{EiKgCGSn3HD=)(14t>UNi@?38GU>VCdqY@#io#Tz z4_X1Q>sunF@{0SGj|bYVU8y?7!WE%a1o{qKi!;)TOmYxeZ`{tEpyi^Dg}pABmje(G z@Zm&L#LTg#935L>Ia~Btz*4R*smy>gfC^_uNAsCA=2KQMDhk!iD>8!XtY51d+Z9LR z3=6l6lF`&Y#kZ)*q7pspHR<4jb#9}G8nd^(kma7546l_RrzAp&0W`1J(}GRa>sP{< zB_m$pgma`VR_bz3$vMHezwq4m^e;U38b5Zu&`QQ)`W>{EUAKg;~ z+Pb{v%PbE&F31W9Jk{mk7O<^Ah5X1@@vUN3@@e?7&M0mDP^1{aKd&Tw6zNggBS-l(HqNE?}yO+x)zHXtYbo7 z7-lw}Z7*RPhP=*e8^9j>2c;3;hg9-a8)C7M`W9}UqV1Ab^z9pe4pBC0h$M!d`W)5X zHQU`*dK@wxmSdF6MoE?83E2F?n&xIjkB@#XFA+P+MBIxPIXARnQHDBUcNL?5n#)Rl ztr;jJ*S+r~+%$yCfelQiK3Iw~HnpK!>z2As+Mp4u2&po2RlbuyMSY^MOHJWN>!A%c zavtS_IpEyFe&4MU)@1lFt`HkCHs{)|?rVddk@Lj2k0k~|XVXXZyz7QGI?hUomZ>B# zVHc3l7z4R<gQ?Zn>&^OhSXxy*?4cL8P7(l^w zax244fZEvK=6S+pqWh%xTENaEBRpTk(8mjNTxSKkbgXG>Yaeub=M=7#QsKYk&05j4 zIC0>UsT5BLbyj_|Gxh#5NH4ZSD8QHTK(vXtJ>jZS2m(u$l*b~AD&cvBFVeK|z%p32 zIav@TRCaW#8H9y{-_4B#Xi%r0kCx+2vHV3X;3g}$B;}3OZR^jr_2z!WZJVA%#=#McmTc=&V=py7drz+>tO?eZaq5)9R6fN%_UT1J0sRt0i=@SLEy=ciVmp3Y$~NKFcMmcWhPQ<;OG4p2+#4BVft3 z<-9I$%<(jmimz006lWJc4<)BSTvyNyT2wr$;^gn)vl-5NoH~GPaHz9DBx)`1s0?6? z_(6#?3RJj z(ec)<-feX2-^8U>eo?QoK5)rA0)^%Q=K(gK6wIQQ5*tVM+BT9SJi;(zz&UiBx@j7z z^+`&wq^>QHhe3)jaJlE`*^FLSn6RW5Sh*Igw53L$l0BL*f-f%SqEUIVH9coNUC$&c z6Cygf4k|xnm?pg4QQ-?L`#A)or)Wd2>U=!T5MRr3s*j94R9Ro-xxjDG!RQU;&el*t zSboEmgL7P)4Nbwe;F5EnCFh^L%$Ax&)k;IDD+hI-1g2a-23ft~Q{{}8K=odg`=kP+ zBHT#ZbnK81PwLP)p5_wl8oVHX){V5bapKd+nT|f$UMXro05plu$np95n2{*~8g4mU z0GI_Ws#;;=bmU`#sto@lP$iAHc?!DKe?-Da z({yQ3dGMFd>BY*L7btEe6ji$gej2V5&X}+agAp1?Jt}PD2Iq)m7KvViXBstIOA#1x zYQB-ScFUG$Q~J^Ctx6yJD%GGw!>NYIR1uZQQlGj|U81FPpT^v?>tXc0;-R5Z>(rg& zr13;OuaWP0Z>ZX)H6oAWq0~Qk-Xoy(@3gC-p)W7Ldy=-H_wC`YlHQEvzA=s~Hn!-( z@-xfHrd{|F$eH)y<)@D@y_WpG@u1luJNv${=lxbfnD0ho<--@nr<&*nQ{^}CJv$R5 z>hNh=1_V{B9v32=&igCURE=WByfbliVEFCDEzxbSXF8E3$$TCTaKJO%lhiw>` zG$1oe)J3gtG!rGP(?YY9Svnx{x?bWN1LzBG!)%c#8UkE7&_y(ce8HWMREq3}H%C6Z zK*%eaRY9RY)cMHDD|viWR36GeD5F0Wd*a8mzIe8!-s#q`qJNU;>QIYz3b!3RCj~Do zCz>z%)I2}m4t>g}4k6sa|Ni1|(Kt8T(3Gdkc2EkV6ZV+!PCK1XA%dzR6R3twYkk^H zA>1F#OSFNtF)ARZEW$6PUR%T;xdPWY$9RQmoo{XN=NYdfFn(;Lsc>~=Jf|-Xhpw=n zWS8{zoK(KL&p?VQ!JYy+!;3_*2If-GaN9MLw%)W{^NPt$A4Znb>UirT-LS<2%-KOP z8of!bqXH_>T9fbE+>!B%K_5QyNGh+;(IwwXixAg%ix_P*ae(-3RqOGPXP3%QI)qr| z7ssdG^#aUXOP(i{)BTGEXbYcwmp`r5kf@_IB$q`8tK>*)CIR#{Z2cH>>M;QLHA#yQ zPu3YT!&~LMYeuGYWZmTqYxlDmguxOYEpLcNO8!)iC=z$^^-6IgYoS@`d10aDH83%Z zUM+wuff&IH`a)7tB#g|})wxt1ssfqZ=jIcOY!^_DzYCN1s1$o5Jn{47L+Eo3EaUQ> zLqiS|yF(3}gu&QoDPDAJq7gN<6mRwYvKFEYlUG^uK_8k{X6snk3Vds{!J>m@3NSRU z@>kfRV_Ai^5u3Rc=uDlSK~>kGte-#Io(kq?t3Em@Ckoqn0`w#4AlBY%g; zd5y#hYxq+#1!F4e(qu;gn-`I(MrpRhZuxW{{1y6j?1C^uuNl%?eVi|FdyR`GAD$f? zsiCm%J-A8TL}kO;!@(j2-OJ-&MXnSk{ffU+A5m=v3AuM(dT@X&RSzLF^A6@WX@g?r zJiN$qa(J?4>FM~U_O+2UNy@ZcTP(thu@LGffQ6EqGVe$a0d`Yp1ZgJ*4o9R~NNz#UPZhw9f#rMMf@WNu`kK`pi_|49a0Y1^hKz+ah+64kk z$_r+!=FN1?M7Q|?OPK@q;qCT&gC9qToo8tYd}p7g=c9IKtY2(p9aCuzND4loe~I9E zW_i_3PQggsx}*2Dy?Curq>9H2B}hRYJSQ>Lv9Y10OfP^XBtfC^Gi9K;k(#fCd(S^0 zf>c>+&aTK+qbIr3-8PtS7}4d${+x?5PL@$|;8hRmh5ib)AMm9dc>XIC!cc-i@sT~HD;g{g*JJ*Sp}8%kuihHpdT-nlk-$YZ;E27-0vskPpMnNkQvlb zdKzhCDXnN)-|#KM4ukMsInp~XjKHtP3zPPLLe<_Q(k!q;zIP0|GPW7;aDS5UEglxW z+EV7&)@e-`b;Em{-OqK_xuLu4W@+MWQ7_1%{v%u5hdinr*-m+zsYyh`&r2~Uw9YKU zuiqMr*opSN17#{fL+(FQ!`ckhbb%7G3V}gXx%yZQIm^irlBYs`l=ho<(^D7Kvpxb( zMbG?R*BEWc3-*;Lf+D3vTu~N!hlT)8R>|6gTi{&ui9D({s4~{mYcUNIxZNfk7Etr#%Hl}I>z$E0L@$MCfAc+t!vJ9>ovjF5s0e@tp2A%clKhM_-R zqMprIyE`@9DoORak(R&1%|zI06Lq zPdaqppVUF|qXloD!ht}*m<({eba|N;6prMFlwKPCafW>b=WM=qCvbWDsIID0fl5mL zJ5q*zL3q+7!$e=g`EUa91XLsVSw&iCwhqLESJ+XJ_rM`QUt%#&tGc=6i0_@2{89rHeBS10BWq+go;xo^}ydWB1yme&LyvD zPf^qRLv+W2j9f!WzrNYM@eB>#8P}|bE~Qw=ABpT^IXgNY={@7DDAJ)QrHntJuV&d` z^gaDtg!e+G{dOYHue$SfS=2K%NY73-tLuhsA8E9LkZCWOL|<%f)1fJb=ceRkmbR_| z8c1u0jA2^8^Wym;mEX@AyXa&BdVKTcqWK*RMxo&y6zFZe|9LnXa8 z6rF*bOnf))1u2Look;;@N&_)MAL!YGJrJyq^gSgkH z1)b`@8xxXI=yHLDW$LhB1FLFZkn;6_**A$RbiFVNB)WaoU17iZq<#`M&qev@qNB1CW^;}g0J4jrQanz~) zNq7CRKj5D!6RlOX zG^j<|mBS8($07?&Em9KPGbuW9qjd<|JfWy7hKV0SmMeIF`@2}IX|)e6O6?3N@w1Lg z9&vJHq?Ccdg1w6Uxdy!(3LrZ<(BPJE*YfkK`NPS~-G%Nn4Jb{+di8T=DDELeQZNDs zC;m`}7q$^Id3^aQxw03%v$9>63=XSESlUdUYdF*(iHyapNdl6#xLv-TCH&jqhP^Wp zMoo(D%_zTGc)oW?yMMdaYTj=uG@~O#7xXpIHeP>jE~)yn!%m;X<8%QcG^`o%f-4`X zxW0BwIZ)Ezf@Rj$ep(!L@~5Z8@|V<9HJH9t!y(C%ygq04AT69wSX@O&D<-upSu9tU zHZJi=Ss$?gqsHfoD;@CyC_>dSB}4?`yUg z_eT1b5Z>v0Fh!-JW*5|N6~Qg`619D`OXyR^KpxV#?t{0go)_a75zP?OMH$YkOVow@ zxWD?D~JU+{q4xYB)aSqKejM(9%QK|)& z)0|@4D*_l;be`0Zh2D_sqM&Fjpdh%Y(!J;^tjl_lJ7<&m*M)mWraVw5{=jn$P;<2kCs zck#&F$c!tW)K=u`tvhkL5x!!QnKwHMwSR_xy777JwEowDj+fRM%JHlHPPH@RlaBA5 zW;!E#J>PF;ojRRvbiMt+@jMlbEN8zXzBYLMtdoa#-OnNaS&jy7Ev)A1gWV?Q+MgRy zOEpjd{g;Yn0*joj0%qb!Q95l?OwTd%+t5#TI9=qy?L!qyz(xUvGP+EUB!JPopNCgb#M{7QT#ciMt=48Fk@BTG<;Kr;-`1juin@gU! znrcL<%}Mg!<`c)@2W7Uc-}%*Hy8Cl%CEqOV^);-tT&zBn#f}ITfGOX4!b%rxDRXST zD5~Q4j<|$M%rc*ps!O%X$@<0&*v%Cbto3SPGPy-#%x2hSf){FeZzh7ym`~>%@uvpN zFV9ik3`Cs_tt#Qi!($vHUe4_`8nK#=ZRCN8ZKhi|(N?|HR32jIs50$dyAh@liAx#w zDQP%8@U7P)@#zK7PajV(si+N>eWT$#tF8Aq^1I-4`FYs=Ai$KYGn?kvI2Uw|oexjs zyQ1$KGWBzH7-(R8z1=W;X=(JExy&@UDeMa6z2J*cLI*Tt2%Y)t<^BywB1FXd!Q8$k zcvx!iqY2CM-N&M`=nb&IwFeV9q+P5I`r!g5%o1{d+^?-|o;;n6XX)pl{F z<&PxZX>rHkSKHhI>q73lk^9r@KZ-f`$pX7SE^$9H*o~H$Y=nXL9SS0fTw~K?X&R~lXq=!>4W#mrdp@l`>41Lgg z!241|m1`OPu=_jjNfw61iR@l;No%i)p^oylRR?E;mFfyDd3CPl7Be)KDleKwQ5;wS zl2ki}L~iQWU#qu80ONCzCE$&cnl6X}lQ8Fy6wZUJ?VIB}bGBjgw;S5k{2O4JW~M6Z zMR{!9%M&n`1+5LqKbQg*7-AWmB=u)t2XToR?_2W~PyzqnE|BJxys^;IAvJkzb24Pl z>(q*+Qtp$#_Q(t5PS;h+Kg)*@*rPG> zz!GCm2t1{gH4@w!p?|`A;S8ob3DIknf0*hJs!vw^RwG2zIXvoV_!Ihyep+BSVBWBo zOGa{YsnRU4x!YD@&14>lJk^;Bd#O#nIu9LgyMOoH@=I*Dn;FzAhjiHQvj*3WJ8~Yx~wKW^s#Z|XjvZ?{~&u*qr_`=Bj5O2b+mNyPK~#PrO=fvmMq-GFWWylj0- zxn=`fxd1y2sB88CjOPdK+wWFK$`bFGMl6bKOaA*qPc20Mosj=M*mv>#U0T$}%?&ge zyH#?X5OeYu64F8>3fbU-XW5jWpnHy{>k;2HQ^Oxx~$)4q* zZA?SMR+(<3N_Jgp11$%dB6*X}ZZ2ntvtzkx3u%!XU$w^I0f8uX)(i!GD*F!1v?+iU}yE=IhFwm&3k;vzGFP zsf6G`6e~6Fe-9*}=Z#@|${8?W>jlZ|ga1kS+8=j`3(#NxHrLJTKhRv>_itw&1l|^Z zWNaF3{D(ekEc>_3(t>|_@tF9(mjaI?wD%9A0$9!d^Y}m-%YQEgK6&|{^m)zxZIeOF zE&(!B3gh|jL2Cc^AYT7h5(t1C-46@-E6bA)jOgTYbSaE3&cquL3Z&S#|Lq3g_GVmv z)IyU3X5~m7TUe8eRuH30qG}7pJhrCFyQeb0;PJ`nPL=fl`&EAqnTBdhYWa0Z5ZX@gP-R0|K>2juY=o7M2 z(JRk2pICd0@T1|~hbjlxQP;e?4fPM;INZr(J96iR2TtqxbWlfvd7+jXQY zbe6I`*gACipju;G?ULhJJC}#gX>dZpce(7`fNi>MuI&Ix`b#yc`oT@n645nO+tr?s zT1|BJ&ZFV#)8<)Y70_qm@=MQ6#zz7n>Ww!^C$#VE z-39|+m}E-$7v4_Vw@1etKEQv$I})HA-Hr+4I70q$cZCEC_s<#GYxCi$@^ZK5L|pu0 zw;!fo;;#ST#uQ(2ESmJi7i@e9`gl8O!TZUV#>KNMy2p0zTG8Lut_Nc4PQr_?zhkr< z*)i-LH!JyK|En=({6gS0!jqT-g*%PoyJaQKen`7a-jvgI?m5)$--H4Sgre#wA0G}q%rJOX;j$5x|^+xa;T+Z#&0G}eHZv^-jlSwCiY zOYyCILsRO|E9Vp`<+Ewb;Rp2E2dRnDb_3j+;y0RUG_@ngD+Bq0;eK z`I-~D=r?DJ)DtHUm3=inHC|aJ%!Rq~`mWfbY?u_229>dZkGuU~zTp z`CHMr1p2zPEhmIu>iFWN_on;mB|B1z)m~TD<k4Gtae(-J5bR|V4r2m!XCzFrL;zPU9O4b78Yc=ci*6eTvw*y{Ei{6_GxSCHB zAHr{ESJ;`~f)jO{E>pj095ld|@m{_%+d#>*13P|qq5C9RN&T4eChT+(pGvwyE zb5eUf9nW4{?6^fH>*sNveB(ECr>J$G^-_S5C}HN z;Dhs@#$3R!`ek z0|f-d1ISZ4zcZq>Z?R8ckwwsc&>9cKAdE_l;c5I{Q5l)1ONWn7Lyzs@zA@9zg(3Zz>qWl3Yv zCaKVvJ$D>Zp$Li6ll)nsc5BRnTPIpPR&OvbQGwnS^mWOqc_bbYUZf-D(*re}P@bd( zKYq5OPLBqW27{G@zR>)NR877;68c;=i?aV%^y;Eb z95Ja*2{WhQJ1Uif2P#oB&M%&jJG&4jchNAKQqh6xl#5}B$(TTJKPz6!^pR=O$EPB_ zML6(D#5jMfg!^mO2%{KCw5m@N+eMqFfw&NKq{87R&8YE`iXl-&C|rES-#GBMyuOK= zX`Jh^#a17ArSjUB%~s!cgbI8W&g@lRu%E;--TRTEF=IO-6e2^4Fa^YgI$AZ3JwN0GmI?E*rg6Hp)I4+$ncu< zLR1aa#IWDbP~DH9BCAo@S|^?&eGmKf;z3B0kQT4vDQ#Sn8unNxO#NOEU_069yPPvl zL@zEy6qWv%*u>9Lc>K}VWW4L`);luZEsiC!d=N2QLkTi{(GsQk+_RHKbOb3)@NiXn z53*faP?CtmjIdpL(Wl}GTzLqDtSvxlzpug7Q0`$#@<}$QE|aQNds^okrXA}cliaS> zc-4s?NuFf9UE(Y%Wff387{#l7{&GJZ&}!B9#4paCVFnW#z6QiCBfP#kZR*2k63M)| zG+1rZ$=CX1*c+Vfc%R)48Q}Y!R8M%pV2M^6h{@fj1VN%0*4^ScEEk!bZ7dv~(GTtrIB06C5=SXbjgho=q^>IR+Vhv@HU zzXx7EwF0A;XoEkT_WRqGY*!QGghOuEANqo_3PSgc2D~WsE|<67If%%q zgagK26Wl15CsGA0pTx5eQmT8MH#*I>p)#O7-(#3d>_d%*m0z_?G+$WaDG;$J$EiM^ zQBnmF`4DN!*yp-A1yOs{z~&fk-J+^~lxr}R%*+lO1o-$f6^_RyDEPXHg3B(w*Im-7iY6#!*rj37y^8p^rYa8<` z1saB5lX&rXp9csUhDwnG<(e*x1{jt?RYxW(Uu8tmeSLK*uq2ra!%oZ`<&+R0FvgD; zU)E-bcUkJaOQ7eDnzgRvR5DUc1SU5Ga-U=8*f+Q?Puxb>-M@#3L|CrMHzV_B`&HMX zYJG)l(g(Piiwv0X%}=B1mj_xEIzB)2@(3z1ZVyOW_t$#*Xs74Cl!eBv3pe}TM_X!; z=fkhh#%au2q|XESi|TcbN*u<46<<#{jfB&f0N;Vy$)u8_A#^AehvCyWACKlsXAPon zS>=5|b8d352!i^Z?`vV5tys}s)O7;a(?@zk>^4IxqH)1LQyoVi=K^j+KbF<|zC_#6 zRmqk;d^{0C11OAVn#sMtkT3L<=>wx`-j)ves+EAeuHIf(C7a}EUEFU1{g%CRO_E7; z@j7{;&Lrb3wJ%&G*7TBvwG0-jojiuhYjH_oONb^0+9T8X=k{H=pW(nEN^0#|x|>t- z&?W5>VEw3`1=fAVuFJv|jA<}+Ommx*@9cLr?cUg({UkP z+)1C*vv_Ro(=)f1#Ys3>C{ka|!H5?HFXq^QA-DMPhx4l}5Bm&w)xz8@-gD6Tv;AI% z6_UpGp3$1}c#yaeYGs$1Q-4y)Mo92k^-*CmJ5$-SRtHWd@WMqTW`ptUt67W^(T*pU z-0$;vYoJAOr7Le??H&V7@5?NK6%T`I5H-HaS=~`9Py?S}6^4EOlBH!yL+ZHEc78Cy z>mSz+mM@8R)4D_LH9+Fpqru==d%rgkAbr*g3V9m(SqS;a=mDNzw8tfC{Wv#9h6hk4 z$mtUM{kVT|!?y5j+BPXzx`YZ-FRK#;jDDd8!jlJ=b9G6OwQF~XuUNj(WYLhw#n$%# zHM)E=NMjDHX{vO^lYB>h>~CnV4>l3XWIuI#LqYw-yzGUm-s=_)k80GXCZ^|y>2B3S z1n80>*UmkHX-r#>K)OuB1pP8*OX;*858E?B zB#f)kg3impl!id@%tSk)ARW}>=6P-DXQLS;`pJS7H>+m35wqA|d97H8TmEYiRoyKF z^T$djbQ3cvJP(iY@trj_gyMtIpNXso^6;n?%ZGMvm(Qc0R}4JM2Jmz@6_~N@7hk#k zdQ+e5Y5ievDNOd_X?#VXUKvo+^#1uAG)s^2D|`Pfa6;Cn-`Sll$N(?cEphH5UtTpJ zyV=?4Ad+daELB)_PnNoc6zt|5XjO$McJcKv7HP+ROSbM_z(mArDQA%IC0hG@%)`pr zGPWPyV*6yNQrB#0m^$vhl_3TN^~_F_Kv7Z~wM4Rlpei?MLhn{pRUrps<*b3+4J%@a zpiWNF#*u<0!B2uBxvtL0Y?q-#ATGPh{qW^u)K?8vA;JhZ2ifdz`Xeo0bGtg$xY%L( z3SIp_hkMpj0W9Xjo{pbGs|p0?Hz|dcA6T|@tnI)eQ(bNGUs{uK!bET7|EAT^V( zxHsfuSei7?9PA}(e_6JAFlw}SOZI}U(#^r@K#tvPPB?+M_(R|?l`Fax9Cmn71cOT( zD|7<<=l5wwW#&4JbCW(R%Spp=Xq(V&xRN?4U2E5l}89Q@Jt>DQjNuH*u#U{CbU&yt# zwqWN(bc4~CN*2c|=e*98C4~89bBC4qYwgH||(;8Cyx0O7oJ#n@bb9~8n z>o4#8Ldz1VN2eiCG!XqC-CqV+9ymuuM$V8&j-VQ~GvY#d>9ut8?oNfRI}uFW24?e> z?6*tUhW6(O~XU?tl zj?+Fb4BVgZ>ffy74j>W0erR0(-otdLK)K)7OH3jm(E4pAqilBO@}04Tu&qeXH!(w_ z2Z0L`zrgBje#f~bWymi&$2s5Rw5^|1^QgQFeXvIc?mP|k(Y1rT4U8}x2~p} z1bJ3&2!NToFdF)0XN~LC&1<{B-B7Oon9)aU0YDZV&0J18!5-j zj(NMKsmkDX3Qn)L!w`f#I@C|(pM0JR>e6yPq0?G@LUIF0qDbbd#YC#q92q0V@w-(} z7U7^xY1ERjxeZgMGpqw9TMpeQZNhSW1JejT`bV@Ncf(Vhzx0K98V!$Lh<5FlWg^_b zt!&6!7|Dv)8xS_{`FQ+2o)I}k8$9_7_0&uMHekvruSU?)F*v8~J&=-^u?O*t*QT|C zE0(bs+r5rR-Ro5N$Z%pFb-yfo!YCR4q?7;03kM!SczFZ~VZVW=qrVQC#*kR&BSf8y zRFP^~MAWUke3nT>;9-mW9y5G;ysdH*&=a|39=e<6$jPf{W;_>KG?gLWmxvP$p4qaq zWu9HVw}BG!s@-m1Jc3@4qvr6(&a>Xj#})csy2Kyij1H~@FY{^D8C^Kh!+n?i3mj_3 zpslWk)*7|7n$K{9+kQd9_poLe6@sj8z}9ppmzWiFx2n~;RhU-=>}mpz2b#!PT)?-i z!JR)|nYfaXLa@R?3rcun=B*iudwXO8@3S-#C=KZ zhlk|VTA9RtX@Cq^AfJ)r9@@i(>v_G*2jiF9B)RYdH^t2p(SjInI1VyiN$x))qf7E$ zlRNVba$B_4D!gm$4AO=Iwcv5`j~>&XoLa}shK#CO?I7(1YC5G^FbYuij7G%(WlDv+ z`%_R}O}*b24*7@fV;+kAg$v$?p~SR!4J~*!MVmHcER48W^7DP2`q5ro zNcFaP2C5DZ>eX8G;}P8vaYlLx4tmfj!prJbIeUj1MTMW9asn8}GY_3A}gF{EAE)Xe{x7-1@gc4$V#a9MMjxn;`PY zdy&q+p>@^1%}MMzsurA+d`aJMdHKT-b(zV2f_$H>rS{nC10BeA+kLiSJdqr}m+(%P z4)J|@H|LSOw{&zMqmj$R{l*`-pxleZ_M7!P<4A26z!}iG9L0 zzEmyePSEW-TplB2p(mLP6g(fVLne#eMaSXD^$? zq>XpK^Q^1Im^H9iQ!99dw?S|Ll#KS7A*Z3DzeeGlyQJ{d1@Vu(L`BiA60FMDu4lGy zBbxnCI$P8qiytfdpmO>lQGH-Q^`zcvO*K6&dL^u1bu^?ET6VNK;Bcs|)HQs=DRfG~ z7Qn*WCLr&#GY_Jy17>N%!XZ~Uc>^j>mot~ZfVrJCi}j-XRNd0)NM3-zamjt-vcpNA z2#JuaL#vB*+|5$BeqBwfxz&)EehhAAns0Tz^^3D_&@kR^ld5}W?XrQy{-GWjH{;3% zuAo~8K>71qX(KQ!bP4q7A+I4(tExw7G~|UN5080JX<;iheriPx+-*%q*2-V3xeTj- zyd@{|82o;o!V;E<<6RiP^roJ;GI+v{$iJf`{-E9CAe__2qT(}3koBVD+fY!l4uA7Q zgx>eI{IvJH?c~mfzAfVDkTKTya%YPUzr-gRHz{gHeMRmm%zF@z}T04`P zFQf$ds9j#(?dpNvvR*%%b#Vc513t#6(fJ?FzJZXKQgYnR$if{}`M`7ms9?aQv-p4v zFUh*k5X2)CG@wl;qk>wk4Sp|qs+RDjEF#U^dbS|&yz$J8;!3@=&$b!SSQ1&@r^e1d z%*6lex&nDKr-&h8V^a103~)#zU_y+WXh0fp=XH{n9Yu>LWoP2OwwR|k+dzfoAA;^H zEl*}g6s2gZYDGdKlgjV2w;Wc4b69YbQ+wzA27q%c1{3}~Ym2494_VwE_D}MF38SOk zHL7nNacdaKkk-{8*)@BFX*^y@<4JqFB&Vl#RRA0!%)6nMJ*}{CwocB+Qw|kf`7U5q z@ts?0qf#J))x+(}WPpZT_Cm+dRhIEb`kIkTbby zRP~z>v1+d(dVv@|uLyM&Z9?w-o0sF?Rq3>>=e&mSX1D=sc56G08BgwzR7~PSF zR~Y`fIH_i?q~bpP!$Q<2I*x$*H9+GXltm0!+-$;m%gXMQ*9xJq^Fgzn`5Mp%O?+aj zGq4KDu!1iHyPTa4Qg6swlw)bZEEcHrgKtAF^jPkW zr@W@3zpL%`PJ9DXjL9~Rd=!fs!K$bm^=eQkLj)%}tk^^#yzkKmdL zW%VnktfD< zxcv4~4fG)q;yWjy;mTjIcIwB=q4MQkd62x_rT#OnRy?3W-1Rgaph&OF&QQKt2>jOK za8U9rZ-T^UybjOq0-HgE|I$YQ6Q|)$o;lX;SiD2|18ST{?-qf9JZhU2T;@;ILf|rw z!vEpC(I6F3=8gU9lvkA9Cyjyo&^XXbJW{=18eiO!h0+U+Ej4B<`SpD!#3-L`V(KC( z=0ubq#zIhyoomg7NWAYx&?JZMbVdtp(HR&x=vodrmn1H3=5{=-8>*MM>^NAhx!TTl z^rWTV^)x7NB9%%=e10PWimg_Mg~v7XCj2r_ucM?;bwxZ1oYKL6<|opSM*2FVNwBPr zvZmu7fxi)dKA34U{<34L8&_+^$7zlVtKy|NYQ#w3RXqYKdT(CEfCYLuVHM_Wa~}4XwClwp zZyif_)D*xg3%F`W%yQJ<4h_=7WJ6!~^`MB4dKS~D_vXtW!}JdVg|@zASfhIai+@Bd zpotLJi5O|%b~@U~ev)IBX*l(n(m!Qt(PAV)9{-UjTO8cw^ZJXzd0<@z{OE(!pA=N* z63}N67=)$V^VGpoDKRFMO>2%^(zV^GBsG zW%_pebxm^61Mws`bW3R~g?N9l+gI^glDY*^&+KW~qGYgM#J7p4CEBwFW?7KR1LvOF zvo=P`ls{g3>YHOehFnOQg)rGtycrRKY{IFx`zFpNo*Ob&+S~&tpnd_Hm)88^H$gYT z+LU)nCzfkaC}nHv7enoF8d|(4@j&MTZ+Ha4e>SWsu-yDW>aM~GvWeRRil<8((R@1= zR%8gcG#R#kXnuz+qZ^`w5o>K%^Tqjne40Av00w*eaJVN`cC$AtQi}^uPG3#jM!G>C zs^^kmJ4|Elnp;zLYO;p0esd!Or*Z+J4O!x%2R#8P!xF@6fCaxIPqr9GoGFqMiZh8P z-iZ$gMSMvckv-B6h$I}8L6*_ zch~hjuvz*%MSmo#A>c!cLOq@%1}7ygsEEym-ei6}Ghw?+m}#~B+t>veg-vtPF3mfRGZ0UWn2 zDO_EZu@OU!$-L>hGs5+(`jPi!$;92NB3x?B*O!~`1Ak(A3KXHtJ(qkTe)Dc4*XRK_rQn)K$C2xD z8B#g+Q`gP0CdiGuP(&(B4m&<0KP}q!l<@(+hcYPpoUF+hfqxSIa#l4UWPnm)LDw24 z@I@QpvdK2kQ0ec!FZGC^Q>LgnS8~zrImT}jGFQ?Mm~9cGtgdVdzM*XpP3FNN-=Z>4 z=8ovXEr+-rc@PY8Y99x1R6mwM&F6;a0SYY&_5~noKieqiJrR$M1!;)rvr|8S#)nYy zi&OW^n>QIxGyUnRG(T6Yy3x&+_?_4q)0O&M9+4FsB)zb1dKI*k9YI&!n?>fr2>wcz zo1Rh~=4WWL(|3$j#FKF343|QeaE~QJM0o9k7g8c^R6A>m*Fep}gIXs$KA`AX{5sc7 z3r|@29ABY3MGE*lVKEOme;jj%;^%eMSqWSKiv;SPGpanDu8cF*9yDaMdG41%%MhTF zA$`M4a+jXNP@jNhS)sW20mMjcjtXy z*FRvx-Gz7Y%OP6>Y?DL&7$c)(%l*Cktl+`M_Ch{JCdv!DGxL^y&XL+LmylCJZ%50I zh5VhXM$Zd;d0GtCHZlS~DFjb)j{Qd-vuIY0lhs1rbE9Fk(;03ag_MOrF5RlXfIS<8=77_efA+TezFQ7ul9Ux0 zz7l+ke!D#sC_AuYJ~H3i>>D*@5*=+o3^~=xAbmEB^*gSMJfD*rto)7O8%`eMYa(!pSU$?NzqS4v)vY&UNKfBx)l&C+oYL?HVc*hW!CX!)-GvNvp>c=SzJ)X%ZNUzAq(78;0w znNzd1c&hzNkUwz}7yy3UFyavEe(PfLgAR$Ks$6v&IpcZW0^d7H$HGZ`;aHtPN525z zbMw7?mQvIT#~cP43o8KCj&WV2^v*RG{*yN%5QmYP9CW-Ec2jTZqc>ja{9+=iX6J(> zdnZ>ZzPaT)Q5&!c=dr{3h8p9eRvHZa=}Gh|LS)W=Wm1Q+CNnr9?IRpIR^C<+41!tacs&$8F0SJA30 z-1>!%Mor?j=2xcDtIY}P0|S1%^iqCtS$7B>&RE*PEVRdHcy8&F`y-|=tU|nMDCeca z8hB8%ro)Gnoxn!zk_O|F&r9AfB`=+YUSsX{rw^O7Osg97J>S#p+r(uTe2x-QNRa%S z2hOunZE)1Ii{`v0wqtWLuX~%-;Uoz>5HpI;JR_6hs^0{CP3yIuEr{*?&a~aO(WEom zk}ouoyPy`8+_T&75Qpr0u!19MP)xZ*5u6b&*e| zTQfn&fbAkspUrgbT=`TB%SSKq^7YkC4DOIknULhU7<^CVlK6e;X~1e(|KWg6THX(P z0oXW1{h@K^s_2Dx(Tep(2GReNT%CgMeAM}VGON`^KBWhKMRbM+00KQ|yQL&d2IV0d+3CHkgt#xOfb0_S(PNR|k8f z&My9(T~&xy*oLPYWpMcJ`Tzwmo@Jy{)J*JxinP>zVcl%nB_N@@!z%AQHVGAsxhPqm7$S;_qvr8C*rQW zW0jN5tFpjd)P$q+P>S+zy{eJu1=YRKRgY^>EQ!aY)WuVF%39rC40FmZ;csaY-FG=; z+S2V%=B|Q0KTPC(yN6xLu>mv@I24_J>yYfHx%NaN!0}hMP2-7=Le5MgGPPd5U8}?q`|r+YbmE*Hk!p!sBD)j{k^9C87>XOrkf4t!~bXBuU_da&CnC^8h->Y~^Stdbekxh|E;8rz1y$ zXN_86qMGsolT7tz&FL;r)8UEzzf|lfsn=e>%pIs{TRE&m$^lgF0;SvW@^n4b!-u`D zg}-_#a5Oo8Sqd%nukS}9`D=OSn8schp(f9#!u77ajM4HPNdR`jzKGD1hhe@wo-)q6 zrK57YHPAbbZY}%RLeZ}-PZi)Iy(*hb0PW!v+HZ~8gcV2vgQ%uVRiHT{I%7!J^9 zf}_QIH<`#}pTT_GJr#j7b<#%iGBB>8B{tG(o23C`^&+GPLAtuC+s;NOEGpTJLQt6& zw^tDenLuT^HT7nwsH88k0}Ir~LFBEXcDHsN-%-omGB*l-E-8A*m-R;C&72AEB|IYi zDQa?f0ad+r-fiK4#{W}r2Q|K^%}p|m)?B`HNi8P%@oxTk8jqvmim%QE8` zEdL<>NWkrJhU$o#R^T|+oaQ3~h9L7TvNV-gO=?IbP2H)Y#F7{H3q*W6wJfX6o2Z`J z=p;|e=vZUI8WFCG;Gs+aC+ z#IFNZXZwT=`cYY)!0+nEb)gL%QLH*<;JCWy=xxFs*Nft zPLdjzU)Wjx6%Lly6}UxJ3ISL1ik>pcqzN!2Ii7exgSdLAQ>mb_8BygJqlsyM$75v) zN-_@Ne!3-gN{axp@OJZregNIM<&-$~*Yvx7x14P!GA)^Btn-}00v_nml@T?b;OLbQ zw^JT}W~yQ8y!|3!za{(Ad(2s4+x{kt_N`Asv6aM%5|pIKmcKBeBsM0V0i*t!Tb7bR zF?WcieG9@&mM_W!IB&%cFY*O^Ctg?bR|l%ke6n!2O}^s;ggFwu%ujmL zn9;P{7O{rC!J~nWEo)JEPOqpQ;U`-)q%3H*y%T@I#M;5&%7y* zekCW|`^7)U6oTvd0B3#@3a|+>m9)*tHbQ*&D9k)oLG#J-_Ddq)}oAok%8t-8`sf>z3zyrHUKev?7#HibtP*n2Q z&dQE>--ss7`gtji--nJJ5bV`^N}RTz_0_fkxFrK?R0o1?KJw1c5A$6hz^6(gLOvD# zg?mbhVw|lK0nj~qHxWi#YJ6C7>sdYg+;?_z^>+5~3t@+gCM(gco~3mSZ}Q*`*v`0K zzTNInMkTlKbIr9{DXH?XEyZDVXOziY;%Qu<(XTePr$c2{Vw5Uc|fEixGAVG z;hSDdXBZ0ZHU;%5*zHs(${}{29N)xBYUc>qi<{3Yh|DwR`gcw<^ZZnIGxL1I80lheHtk>q|G~Yz%Nt!)6 z_3ceb0-?51Agz%BCBw@x0lHRv?j=r5Z*~Th7C3z@tx^}wWr_-ALJC7LflvzH}l6mydH0Gww zeVS}g1W{)A78U#0)82Go8I}4hjXXZ8WNZWETn=`SEu}&9qK1^T+7dMsEj zb7+#PjU>Iv3vi@^_48)=Rs_9uoGTlf?!TYiUvxLtc$5l7T|9If2$)x0)9Svcnhtc_ zbz2S*HGkOcXf;T9dP^Bw?X+6$fC0~;<8M1|mAQnbH}Jn^yfm_fHH#JcCtOcf7Yprn z5}2$`D8Uq;j+RES{A8Bb_m^Zw?K{L^WD>D+@FJ;1_!V#70Nm5|l6yJI15>N>xe7J3J7hcE!pio=N7 z-)orD?v&5tQBmOeUboK4rA$ETgT4|U0>b0DoTQj$=UaE(ynK{D4&A}CT5c_&&kgY!)f_3H+P!wyE-)(@=lPdS4_N@z<@m_{+pi)U(F8t}&>HBmAt?_nZF7UoP6% z69tRz9AgDpU&%j2&W0eG8-v!U^u=(3?hlupLne(E$kgYLiJ4Z%V#+--IjJEF+l)R* z7vn4CjUGZgos+5$Bx-esD03OtGQoRM)5BaX-2d6Mn0(tP6Zpgc{NANg%}Gk^i!xl~ zO@0QwhhQ3iA{|Mm-fq(4Z6~x4{81)XCQ!*?V^Q_QBR`_kPQxeX#0UGT?Us8Qnv39qdG7Whu+}H<&1eWtNc5z?K9f5lloJ( z@mXnUv7AAC4M~__j~2us7!qvOejNY`fTA6q9qWnR`c()W2q}{hCtV3dwqmPKQ+XOi zI}aruWef$1oM5V`%@pF5P<(7GFbQ^Uy;um^hZeEJ>)f8suYkQO zwpIo7gh~rab*-8&*>>;e#E35FF237!cn-K4zTZ-$jMKC<)FdzX8s`ssxF1Q`ABdl0 zIuvbu>yX{aQk;!$Uyxwb*=IW9VHagyJ#cHR`#8BUOfb8>p9Cq`_5|rnT?Hfyi;4d& z@$hU}PRfqFPQF%Vj#;H8GcL>t|jKF2zSL@ZQP#kC%- zh^$8`i572&KQ6=jbQ}kNPmqD`Z;Txbc@F>+3i|bcbTsDKmG7ByS8Cg2%GGj6k)O{sEs6ZhSnkQ zz(MOJo7WG$t|a<0(jg*QMys<0R~5%aPqwa^iU2}%ocqrx(7*o2d@=pB%t^!F1B05# z3#$X_xUg>o%_ylK5D$~psk$MC?Qh(Z#;xSK`SZZu$X%=^3qT5LUP7SEe z|1ZNO4@ja}O@b4oJk`$H*%qiv)9dQ6lpW)WT@5nb8KZ8_Eh$qmYbyctS5HzjIhBSZ zT1MPfPVb$&#oZfvM5oa=eVAJ>bo7&?$IoL0N%hubuw}@ z%Q;wX6T{ZIhUP3oTn30rD8jegO47^D zKhyydqZG-x_Y@B9dCphgAi$^yqIR*oP||O(<}O()uLIshh|>QIKnD$zZfs5XB<>9D zi*^~2V@AcI-346QARWaH$({!mVyJLV(?+Y~d|ghlxlSryRYUXdaT!q%^{Ks}6c&4k zxPVa-0R0$i;ae%PQA5*<9|-oibFK`Kd>d%pb3t!s>MHv-CHhX!I9Im3MAyJYrw-^x zr=TBQ?yaslaOCk%k%rBBbO_7h1MB_gN?k>whkg1)b2iv*E=~S#J5w>cvEL15TC(Q_ zF@l2{fqIP?oHs}=J`PBX2K?)zZ#(owEPee* z5V2#^pI>pQg_ckJ`AyNOE$d!KO(P&2U-jOOs5HaRcb()>56(6xc5SPcSbsDBAb23c z0as6G@Oa_5LA{M|>_CV*X<8OVmA!A64B>3pdf!(*a4W>^%r(W|+@pgp-0S)`8at6E z1?wVW4hnfW?UMTV8!ap<2uB(aA^fLT+Ud0MIAzQNsU_#NPS!-y-h;PbFvp@^*(+1b}J zq3ty#+j}Yj?5vQjaJ~V+RKohgd#EoWjs3IDi^d zgo72%$n3ye;yzgG{)(bPXjB9&QX@Dp^?8)8+J=2{AcxfB14T-GF&+YfAdpR~{B3IC zn)Pz|9O>&HlJ+1kRah_D*7hOz_w1Nn!!a1z2>-yw;otoA_y6NY|C)#YTij?c(N@pF zEk`}7g_4MKW8Pm>2nhL8e>enw-><9Y{uSBbIzCq7(O~(}N(A|@Mn#MMp*ujRFWeo# zTsX~q7WprDoc>?TIBN`x;oV?gPjF4JoC~~=uP#Z62BTxoGcIqpT7>3_2j__E zpeO!o0jFq0P>Ld<5oBapAOy3*x*^p*Q(odf6uqnO6>z3PB&d;C14-L8S ziw35x)$S8gZ0bW#;Jz@wV%}=IU66|V8N_q4 z;pDInLsDPhKMjcd`|`AtEfA+TZ0`j2y@jiWn&Vb3t1hvMMDmKBWcrcEkM&E2{R6HWo-lZGaBxpR$KD2mJmZ&#Bll$PASGi+Pj z03?a){_W@8zdQleOy7}cy-=nA;rN?av|kvAqmHHuUn#x{)G6M`$*NU#_lmh>qD`WM zth88jYSpTrcqTcq>je?47FXC`a`|Y1jY>|6GTjytr;dp{52g0GZ_a3qEQg;vC(hL0 z-@g7|r4wGB`yupAj=;_Vr#sXssgxaS#<_7VgYTsRJDv-i;z_?_V(O`TsaZhLkq5mL zWr7!J_o4ei?LBh;?W#h;vBw!?^wN3`G3hlM=ilTn<#hk^9dh6}73QSX@zW;tR0}IvXE&<-&n$aSkK40&lul~j|z4A0(^t=e<4n3kx}aeu{wU7h}!!3+!j)N zkwJ&YES_ji?AXD);q`C-M*r*Gt5=EsYTz&_%&`_JGUuzE-oU*?CV?IKOT#;;z=mgQ zb*FpT*yNBcSf)Lj^lyibKmE%EQC~Q#MRTgl=h*XMfF!C zIA;2<-_zqqwVHIu!yd+Pj0MHBc)(q)(KsuOUd$}iAB5|A-~dpXPSb$@JnR2*@54su ztHQf$3d++%j$eGtwLctnKA=B~Dn2eGjM`~y|Af>>HccPxXf`RafN_d-o3#+`Nn6-4lZ#$UNI zOQmN!)f{OPKkDyE|81%0FG3c0yYQ7ROJjC9ZOQx#Z?(%WVQBKGI1Sj`^LWaz-2tD2ut`z_0q%7!1o zBGt+Aks)5Rxmh-Lqa9v^5=UTrLdl+ke#q<^4^V7qzKC2H*6(g5=dTDmYHVJi^0MLx z|961F)c;uJU?PSNQ42lTiG=&XrINm3r*+=c#@ccz9w zw~_)mmU}#i_$CvFyH7Gdn-N5sl(je6Wpr&3!xx<~i{g})0lgWR|CaiHe^iNf2-mr`66DvxvZF2)I=6H_wA+w++8MCNsd7SSbY9;9=%kK-&T3=aHV;Z{7TJNZU zKi=bekA0t6*S{R&D=s$;LhROjd0XM31>c3REa%bp`%oLUq@t7^;1<13EA#}rTvOH@ z1XO296Ib`7efgbeF@6_?VZwUQ^gC$o5~|&% zKHrM=lwlNp0A0l2MKKYjK+G0q!$`1Nq zl@6)fvZN>uypn(nUX8 z@2a~}yDW@r==OduBLq#wd!~eI0Vx_^PKm8>*Y-gS2Vvu5F&Wyr%9~>NeldPJ@CZ}s z!e{NveQLTYF6Y*ZKHs*={&j(@J5PfH+oK}GXJX>`DNB)nD#>rw^L`dS(g!KH9?Ki5 ztQQB98jH%#J}gp3mj^keuShSgNOEFo*|lrl$_v?Fb!3&h^*C$Ag{whYrE)>U(o7uI zDzAPqw{%GPPoTcGy7TCIRT_ORJg2f)n6pvBMTB#y|CIXr0!Q#o<4f-WxLV+!iI$jl z@0lm%K!v}1%s<-4yofao70v&}hrzVku*xf1lLc&zLxw?oh$-a?FL^|{o#B#tbYmBs zxFzR6)L;fOGZUCpCRrr1bBmKvX9@UJZAR(kUi@3bsfvV#5^qDFg`g=6htuA=e5;Z! zQ!JW1ah*}f@U_7r3`jK*VndUvuZ*33*!snCaQ`V*#(uHO z62MC=BK%z;62NEO@IVG@wDPx;EahjXSx0YsTue|A1a<%DvUGAI(r%l=HBJc*;O7>Z zx7Q}Kzpx5F77hG5MPqaHU)@~`350;B92jYLw`JxU%(a%u8+H#UrMf2+oFSxA{_;Eh_suov5n7wzuCiMA_5Zf`7Q(HdNDkDz)IR_OY zZ{!o2dS3seldHc=w{(Tw>sV>ODJ*%D)4=41p~Ka~ELoY#{EY*(<*X2+1hB5qFdr-L z1<;tPUvZ28S~8o?p$J71zXuH;eWZg9cMll)@GIRzP)N=AD&9 z4A!)Qdp2zJ% zeA8ErKtoe5M>Gy#TWvW(`};1(8a9#a2mM!Y8HnaG7$*mv3EN&sLt{jnISvmD)Gfyk zPY^ppF}A##QA^A0OrQ1R+qWjD>L0-`Da{I3WBSZ{kB_fTP_ayBXHZusIx6Gl9g3(k z;B}0qAR`UrFw|Coh1l>#-5faA^%gvtJT-v^9#)#Z#CQO7VY~d&_{R+HQTEE=9V# zq(Qn8Q$pjs4z?RYg?!L}chGavb3^uYWObSa zSI>Ql8@aQh-QK=n=W$yZp$GpK%8^M~u=ZhhS*RP=lQ};2OVvaXv0v3F4)S@y2Ju_e zyD1wiXA3t0{8g^`PeFW_AMPYpA9qbY@zuxPI(|LJg=3|w>__e=6QecF*Y!hXBpsyy zYa4Cr>Hw5@*Q1=|-oAvWT7?`#TP#W9y6W6KDwgvz87qc=KoG6x;@{Z z(V~k&&lJ4)7;Hy$-V_b1h z-nMwGHMLkLmqMKk>t)w7t2P(5Qy{oWxnFYZ5JUjS!Ncp#ZRGzt>v0!$>PFjkqOQ#_ zw%m~q`*^-_=?&{<4UY{;3pIkbMdu!6iYboYTK1@^{G;Mp*8v>x8ipQVp1w6HtF$^n-k%9f?f%)-lV!| zr;$v?wHOGcU*IUakCN%pY75Q?{pf#lj&qEmJ?!CdRHF6p^ydBWIyKOkekX+dCUxcH zN22zdiA@UM?Vrt-tQ7-~&!S*~SNdsAeL9Ajtof`^Zw5LL*HB@lvT4$j{G=$~D*XC_7mo1k4szJ4@VkX(}S_shv|c zlEB z^mCo|(l*??aOS`RcwqrZN$oG^7xwPtw!1j*jbtDDNp|}hk{%TacIB$~Xiv1d-1?8) z-ZKPF)AakC4A7>|?F`7yGM{xF1yys0A6+ELf0$1;ol%1rW4->FZbAud-IK$X@0rF- z2_3vHThxAyFXRH|!WEG`$h31pBX8D}p8N z%gdu)KfvAaVHawgwl5ASw0v6&e;&!pZAfLhzr>{cy6!&yR=Y@hRJ*%#>-pr<^NARn zZMeIyd5>~dII_wr+aF8D#+{7(quy>)dj^{p{m5kf==D09Cm=~p6*`FPJcA{TWx1-7 z%C@l*qhq8D2&!G^9F<%(V#&={&Dd2m*&b^A9xDE_6nD4`wL0i~iovV+h`7CeXPUOl z19m@8{N$R}!}N=Tu>Q~2lhQo|-hvYsH=%yrr0GBRrZHcMBKLDeVx3k@ILGteyeqw! z*Y}Z{Dn&~A=pBy1##-!Rt~tO3nDFK-BBd7vNy{)@=NuPH{4?Rse8}cI~|v z`?oS-8P82^PfFzojQ8A3nQ_AU?G*TXIjq{)i6HJF;S_2rQAjnsf0=LpZ}Ta|eIblE zAhDkpnc?#4U31EbjdzMTo8K<&8b#J0H0-KG_fGa=QDJE4dRFc%_b02Z5&sqR4)fF} zMp~E2KVl6<KyTjk5y`%o|y8Q_jb5xjfMm8zmD>ygpJ>&ZA?CbJ*> zevaH~_jf(RPtJd~<-YT+vyW7L0a>1cZxo9xL!z!6W0@poJ*xEW-AdS-9KX90+>p}$ zxekT^N3tSg7?BoI%xiQtSvjHcfETvkq;(;4 zAp~H}Hk~E)$-j;FC}vS=Q;Kurf;KROMws7nCdstRrDv~Rr#xDMzQ&gvwhnC493ElB z)$5!s<@;!OeTO_RJUrpO;`uJ6*0_6iEvn*YI!mPKjN_wkHAjB`fP*tY6Q9Dd%##vLX|LAVv2iyF7fOAbWgr+_4($PBE7|NI0eh3 zvS`Z%LfL~5Ve>s-P-+Y>iy5o7s{u*l++d?WQYDxXm*=I-a9U0=R!WINmQC6fN5*^n z9t{p$o>W*yz`T%HaOPqu%%Yd9LoXey{h)L17fE&-K^Hk%VtWq?Tr-QoJmQUJQ-0Rj z`cYelshKhvD|vopUEI#{zV7E^-u;4x2LsN`Ao@H4nq4 zAqHqFHX0;M4A2c0nWv-T8|LB3|1K$@_PXx@?-xK}{yq3F(tGzO=!>)8fZRcqqsNr&&&h7#Q}9F&P*6XakM+2+D@4Bat7SsNp78* z-S_0{ex=POuFc!S24`gu&<EIdZguR*o?l<*jTc8OSv9GjHZHsFoeSbhnlS< z9QH0P8laf#NuWy&*99&Key)%wVbJE7!3Yz;lKZ;a{KB$j0bn)m+iA$-MP=FCZlv5` zwKH3H4({y)C4|7V#is}~&3OS8(?YMzAXGU2198mo-yrMvc|pln?LgR-Rm{7MbFP(E z_x?4w?a3asQhVXFgt%~MlunMi&T73&g96(2zeE+&8^3~6YR&c~`K@G*HMtw5=um4L z&&?FpFLZJyOzU$eblMWn-Ld3|;p{GnRhcUFycJ{FRv%#%d9}(G!O)?C``L!FlWtJn;_xDo0CuH?~xG1;U(p~TA&yq9sYOe0LXoQ z*Y;R{m!tVBT*&CB>Eh2~(&tD0k@yib-)~&-m^6v6_^a(p2^K(9cbo5P0~iwtftu)l z-w9A=$XibYr&l=^oQHA{fsfv&D3?h)*ug$~EB{z9$6(XV;?(xbR~?8ZJgcl9#dC`0 z#YI^4h=KJM&aXo0dW_p@%KXWs5PBE@0a66=NB`!XfD#Ko{Q$D*C^fh7A2?+C)X;sg zqua^fm9YNZ-gm3`>y}^VH9zQ$N22DRt7T5$Ko6cGNWc2uw+SpQz+h``CE}U+Q^Z~b zcY0HGUx3=e2*odw3m?O;+Nb1uOF09!H(+U-f&}BMk;-@W+y%Gs`sX8JtS-MEA^bIu z=zrWF;5}t&{sg881pj-R|6O7E|J|SZ9X(0vr<%QqypFi%Y5I$ji}Rt24r-@tZp*1& zR8wMEg%bdJ0S~r%82(kx<;VKxDdb!|(*VumvKP0KNz%HM`Ra6!8#QlE1E-|MRI)V; zp-v0@vhq>z$s-89{TO?SbT#lWC1em2{&I=o*TJP1Xxpa5mb8f$S+aU0r-G_1@jbz% zxGOs5j?Nlr9e1hP$U5wkzk!pm5JD8g^MZ7X{;J3IFd+T2PD1030KoGGRQkgV|4W(3 z{NsXQLvDfNP4kft^f*SkbyHwSw|C;nCwVvrEkrR2SOiEE@Jsq;!8e38u)h8RUk_n~ ztJRKxAHMS&hSlH4v*T`~aafjJD5Z$^mulKRBFUSXSZlcZLuTn=kk*u9+Yy6bCqxnZ zpJxgqU!Dkc1(s31?EL*A@p~ZpWFq%_`$(FK-^x(_OHDIpuiu||jhX}4fGC3S3;Ys> z-@`Y6REK~qo24L>E}dK`={-`emz^v~`4qCqpI9&T=R3Zan0tz3-I+A`>f=JZCU6z` z;{ZVZ^-xPR0gE7TMnarV7Mt(DE?+u*-E41ROqp|(&pCev+jL6o;7NnA(H24#f|J>E zxVZa+Mb5A#SR4Yie+B5%N?5{P3?~FOaW6^1H7&&DmMNAy9E@gVmfP!ejlUNcXY$I8U|LPL0U@yTXkP7I)2-l}#7nRlVTc#EDO<7j31lgI#R`aY6>+ zMazG!kPZH}MohV*M@B>^Hje+I=!lB~S@ZiutERJEV4)whS_rO1HW`Zd8X1v#F95!0y<(07h}3)Bi{U>`1nlZunJPmRwdb)EdU zX%6Zp7v*U+el-B)38zNE3to2>XOVcrV37Hcj&e*a zheY}(EA=bQ=EKaORTZr?36(Mjm7n8yD~P^P|81kH7sitP@hS*hzy{icqX1NM23lda z2{CIExJY<7pB6W$a@U_xbF2V#eNlQJ4RPvLjwWiiPX52XZ)@=5w z7Nv{Z#86k8G8ZUh|1@k^jmtmdT0P4_Wz*WCWK#>M`Rkk6Ptu-Nk8X>0FK4^yG3B`9 z&77~#nDU@B7mH(mX^aPE2IQ6vRJWF=ytO@mARr{c>zDuXL+XVlnbHvwQGfh`FFZ02 zA~B+^Q}}wiiu$C%?~^@BsJ;IfalmgrJ5R!k7kDKzcQ(3vz>-yo)yrjW{vkOyQ+XGS zV+Wzi4HlJjHSVfXV$d*w#$T8v;Z{i(VOVG+)DY_Fh)g&ILhLeyp*sK?U#oGxSg-$h zl_Cj*)~Mq+dSCiPX`FS!4_ahlXDq9MrT(XmQL0agH{M*79p-^!36d(S5mlnp5g<_B zh_Q1@bC?%Lptk$x#EqKVc}ftq^{Cu0@O5j`MN9|nUxo8%Ah;j)Qge!?`?GVsTf~mbfGoE)Vj%AW&kv{4yDPfk zlX+%Kr15}wg(fc%2N(Z>>^2{pfs$j(yOD*XdbxRke19JyQDNo9?&bV~X%59aJ^lEV zGCP~SmaPDP=O-Jxq)WLR{ME|t?3uax*Ozx^PYhm{!|j10$1|sm%PnC{Acw2v62^h zf-7>*whr`OWmvwl8diV)snjtoTX47U{4P$FG+z6pK2Ug0C${h0Jp@tmFiIeE^7sfM zr?m2j@|f2b#!O^KQyKzY!+=p}ACw^>YyiWl{_SAsH~WHCNkVqVqS7Uf3cDOMkNAFO<#P-*pi}%;x8?ff0m&(LhdCR#%=+@ep7i@8|9Ga=bXj7*}@@Y&m3=drYv$E z@3JUXYBe=Ie~$ycy&Jh+vLk53dG)>1IrTcXZW4SVMCJ8#+&O09;B_Gwb1_F7^%W6dK?tW3%zTm)XND&?Nx-#C<$AV%a~~mzu5?Z^qxg@LrHP z*H0yJ95s34_96%pSm`X)JWRQN1NOLvu{!I&U~=jdx=a;ir%H5i$p2zFn|tL!y;K?# zE(z2O2p7(;840f{_1xq~%}yS1jdE1(@R_2-OAj0k*8H}xsasv{+lwUJ-s1aprC6bk zi)ktvzrNMl-EqUJ<^R!(6ZRMYypnVzkrUh?REKwb8?bEAIU-=t*7(1<f zap=xc$3Kie+;65wZ;TWiO9Zpl_0O}v+r)@335;F3wO=UW77IZ8v`r%#I(UXW`JUWJ zuo3wxK$!1?xXKf@E;!sW_=hw0SIi4UH2DBu!ePei_mwvO`J?*`wN4;p-tTypVde`r z7y`9z*tOO-m=%UxfP&mjDjwTq+C_$%7WA#4@g!vpT^EC`Z}`TSH&&whG_Smnb`imP zBH+@pKpDH#2!~e7x8z#}H|b|B8k@FfF)f4wHQn!#l0>AhdKRD9(DRU*{wf=58XNwN&-FCw(`G_P?#?+9URm2;M`L&WD3iX` zXN11w9qnFCY){T&vkvK1rI!Aa$5m&fQC4qzrtbEKTl1VpLg*FXzrNS&l=VSW+t@T zLE3_b(^2rh(~Eg`Nw@Yf@HZ648fV`*KmHocGgN^y{Ih8u`eXAwHudO1Mro0DIqxX`}VG3ZczQ}vX%kLv+p)rGZ$k+y5Eh+YqWPcF=yt0UkUa8HzcPw8gdlh`Za$8bql^8*>Q)0!2nNASsCZ zlNJBXDFl)!vhGPNRJ5Pkqpv0EpE@gBv+f0^LTYM*3WdVoSUn!u3#&Z3XV3#RmJWe* zAXGf19N|lCJ+5jOWQ_JA5c-W3p3xxApAy#Zh51aUoKU01xkfvEZ8K1)_Jc@#AF_bM zW9xOUYHNX|9{@ey&TuV%)6&P-q4Fq>{>lYfEo}@;K7#}i=(5;x^BuO9^knl)dyNsj zq^#|SHn$?0tW88SJP`pU&}QQ}qEP>=*OUD$cP;JF9mvJ{Y=DHKf$xYg3raoR0Clqi zMv-gtj|^e`Nqzn>C;vV7|117cq}2|aT_KZF4ly-+)aVMIGIht_AoYB{j9%~C@7^Uv z725K?Kn46LQF}(^_e<$U_yQJ(8&QZk#Uo*I)Fek%!)t+OkdRXisSeREsMwZwSNQS4!^z@g-L^^N?0Ir}lZ=A`R-sOj>9cGzzfQ zfHE;cKl};*(|e3%!aYXlI5QDo+2_D+EKl*rA<5ou7bgvC1*rc_R5CY}L-Ry?txkqk zU$`#Fl2@V}JlyO|bs+(mA+TD;w3nv`0!2~ch=_0OqFdGWv|Y~#qL#!xA=_K4I=vT0 zhZ@@NjpRG6H;|E!VC54qj#yi6K4=u#GXI{*z>n6Tu`c1!V>HX>sW0gCl|sS%DkEZ> zN--)ccliZ)`o#Oq(1fh*ts{Z012x^oSser~!lq;4COl&Rq0Ibex7)>LPCCv z%A5#?ZtTi963seUIm8h+`CObhoJBuzH3OwRXuAOqI~r4(EB(9X2d#Fbu%z|Sv4rW^ zs?j;5*)C}~qVrXj)?DKKtXiQ*6U%z~?zTKpB!}fBk=e%Dme_^X4IiLv$w@!3?(N2@ zlII!7Hrn;#jG&TKz0+c}ee8CeF1PXcs@2O8UkfKh0Z!8Wk8g_s_gKR0V70tgRZ*BH z?w;GO3_|>Jj|q4DD~s16qG{E$x=(;uNb38CrK`j9r`HFk1yAk4$Vd7J0Bd{NJr{3+ z!Via71|Xce&$sLENfbcjU+gMXbFx$w%(#f;_T*!T{K#IgIbtISJU_lK?pd;~h-@YW z*gWHRRpe0#jp#`}yUm6m+;kLivYlWqdDhyFEFVC3-Nswr>z?=W&ZSPCqfnYL^2^gb zikfPQhF94feL&Z~537T6UM^EzeZMH;RryHNl^yo*A68Z7 zNq19KV5p!u!(AAfZkJ&aPRD787o-Htiw0m7dPVI(XeNM*7A(&uOFoi<_^hc95F z-dXzn7#3wpyFWP30S@J1E8Xx&>Jrnh|H^}1;(txoiB#bY64EIa6~9v`an6s-F8mYa zb?x>uwQ^4_Aa)<*XI%`uUl}BhNtVhg$T>S{70~;}7794I4)l;&$;9GBg^eG zJR%X3;I(46mH#DhrOFJZ z>DcZPPjL@uVztnxN9g%~yq=`W*0^itjtK-#B9>w--XMSw_57XA3yipme{>TrAZ$_?<7+Ml@*y@%(Te1lt=FDtA;I$);DoxfOwqcGNSZ#9iQ$qY!7obEpG!MuSyTQx=N$fKRj%FE7>G% z4P&TI+C%vZ+B()aY^{rL`eOD!zTD^vVaL_34uklzL6R!ZAwHTFlmicPVqUP}y5DFo z>!~jsatrS;*-2q$v-fVC$&ZrBj*7ov^Gba>hBnv2wK#r2G}hW*CrKSPC}7AdcV!r| zP3#a~fow&|VML;Q+zplckoHNnmhco|xG4N8pR4d&xcH?r(VM z896my(y{R@P)6~c$NS&IB|>vtJWdL2s7?uzzEPezLrl{ zO*OhixGT^^d#k;cu(=7>d5wVZ;h#kH@7@Lg%o-bvd7h+@(-hVMXzVHq;B!StJVwE= z&XY+*vNIXNcf-N=@e@5*M3%PxCy)F0?|*oMR}^V1)S&gyVkuKQPuN(08&lU{pbNC! zDn<@}YJ4}bP##!9jsNrDq*Wv?5QJb4pAP)LYf1p{&jq+-GhR5Wu3V0&wSQ7OGKS#! z(YIq0Uav=q&uNhoo-irL2G-r)+=xH^br;}!QWJ{tx6dy? zf^p{XftY_}5|C2%JKV%k=zo=Jy^>sPD8Hjyh%E&mRDtnwue;=MQ4|FDB;o&9&VlC- z{~b;K+m^r=fImqW{_~n-D;0crR05rx43VtM{(vU6U*uoT8tWG&OibF`pbG+c@&#Vy z>#w5yMhc8mq7JXjDAzf5@fK#xn5*U^G|3px2=u%yyI%^a2O;;P^_u063& zLfqK(x+S;0l6xN@*{iWft?a(l<3LmNyO)JAST@bZ6jlby_0cSlaYeV>ZJ%$vJk;mT z1?KF8H%3h_Xda!UKf}L7O{oJ~N5rZen&RQ;b!VRl8(EH#cf|;DxXa|0>IY9hjEh*~ zi4<{I;iXd~mZJ#%8I;!M=ZI6+&hWU!5U+Z{idJeczF!BYnqM&WtTwD4knq2h#BMtk zC3M)@-SaH{nL01pgo;_amvlXadM0k5Ej!thWB!gSnCj!wTXlMH&Mnq>8YjXh4f=& z5-fASzp|unLR>9oNpY<&R+>je4bD27foi-|k4gS*ytfLe@v{1|$xT_XlTc%9o-aY; zl~A-=qB# z^f6AqU+*>`_opjQhfw;&X63D;2~Y=$pS{d0*rpSTduhB z?sJ7~D^S(}8O4X~<9ajKRbt6BrAd60+zXn(PixqYN|_!fsdTC|25JKZ2d#s;+ipM3 z)OF2|wMIqH%4(gtYgc_IG+kbx6s$GTlG&Ue$Ojs{Ys<@lDk~T9*R1ZG%nAVe4F17^ z_niK#;x6at2^Jv_7{*$2i{-|hr^s@bvB(vQF-a$@3p)Vjt;P}de$ljz4djYz$+Ibw zE@SpvI1AO~1dx2_uJNoQ(3HZ5ox;%RjhmXuMXL|=E$Oc`x}KuNuoHOG{s@LmhR;Cn zow$kZl~8zR6}oYBf;hJwG*OHIyiIZCBUeT}a?3ro1N1=L;iw2tV4n!DG;r=lHKy-y z`L!DK|UTDaK;IGcV!clwT5!M`0g{2<-t zDnN6NA~^Jv!=&sYiknLPS!cBWApNB(e)qGKYJfQ8qSXf@(Y1s`L6?DcDj*N}z-Ss& za4EmxIh}ZcH^FpQUrzZQBs5L;J*Wlz!b)PAI5;F{28kP{YeW;XPSibVkuQE1En!pA~Y zgOqaZv0JL?+JhzDbQDE+V)JgRboI$K8ru0`kLzTKI_POM7wxxErjzQ$oYtbRk$mj0 z;goPg|KhwUP?2cq2=c&fyPiq?Idku)6R-&6BP*M|!hwqA=lwhop%lr3a}^iO=PJ97 zy3gt(hNIh`?x4zl{&s_FVV zrIIP=O|QH}Za}KZZ-?`bjHYJv*YYEt(>WJf6M7BuM7f_Fbpm1D*~5}fvndSF0Mlf% z8Yy?%@diJ;8{r}Ag6QmT{>;(UZvZI?S6Gdmsz7a1)Pob(;)Hp_nG$6|6Dm&`VLg9~ z78lXbk>Zj8uhwVymgwMDdT@rBtvCSMU-J|qM7O&G__aD6t%&e4y(#{42pS+_eX^NaDRq;{LK!#?Fx zsq!`-R%IVwyLDDw$lB2O7+M!BasI-_l*l+ivD9bd5=+qxH2sI}6q)Mc7ks@h$82nZ zOEUkovH-4~mz`h;vwz|HrSt|-f!>u|UrE?p=CU&r0sX2FW4bzoGUFX@vD@nOGbI?)rND^Jd_;S=;zBy6<5m+9;1n7^cKO z)DJGDd-O6M8@wY8!V@yhN7)XX@_eB+x232Z<#{W(lu$7+|7^>{wcx%dJxAtDo!5MQ ztEpKB_9kArX^7?k$KAH%N;D~Ij<}y$FLWYDa@k`v@s9zYX#W?!F*^- zIx!!%&CiS5o1XN%1Y&V+wZD5Z|7Vf=6?*JJkIP^2f;FmI<}5%Tc%B?rN7ndwrt0v~ zik)099w+@sR?VC6%+L$rT;iJ`ei50~wUAHsvtw{>CLnDblk7K6o=xr0+97WfUCaWq zjMz$hTthyP4$P(fwK*?gvpvFYSDpWKZz=P0-JPEwn+=S)$ms2hBY~-<7iFwB#sRxu zJI`~TYT0`0DIaOSvnolrYenzMqEex_k#xDyX(`2piMT)1q_R5~-@jnj2_Hrw$-VS( zF+nSPxO(Df>QZbs4WHVOS`xr-TB)#gZ>}Xb0IbZ@_uK9HL%OkeydkR!onqHzAcovl zE7LUe%9|%`T}&^ws>6hX@T5$8f!FZcGcs1>-j4QRhSSMGYiX8ll+38Z^PC@Ro}H^^ z<;4cOe;C+12W|EQHqS=^BoAlapuW8-0S&Lou}|w8)bvfLUUZc!(a+~vox2IVe0$j& zfU%G!Y1_YLCuk#2e*`8kOfcE5VVb|6r12eE+ZDq5O$A@SJ%w;?%D>1g030ial=PB% zH=T|gFEdeS{4ZEqqcgKeb4uZE@9nl;%gu=#rn||I1RuTYC?wrO@jXR&o;ITvQo9yX zz;+qlUX!9rd(+!C!hCt~hnHUln?7H&l4RViUoj2DKJ7DOcW+XkK6wKOkluD>&kX%m z+T2KEtr5!2zh|EH4Te;n4ZP=LkWR=7v|Y?_B~PD}`b2-K#zQbaKbm&lJSlLg$oi_~t3SUWs|aaIWp)p0@r z<&sx!-H1^=R5_vqiOb-Z{k*W8$iw@{5AA-f?O92WTbeZozq|~QPAyEPTGAWn?_!XAsJCNnx=JS)@jNhEJyVN;iP;U8ym@-=kITjPz@vJg7EMY ze-1HCyc)~B^5kBHm9*9`BxD;oR@igibe_842gmJ`yqK_|eFn2GVeeR}TG_AQwT0xo zoPEA4vdvGxwS7c2u?OrBtz9$#xP^ ziQGw;l4&nx$6M0UUfy$B^v%imPcBh-|KH3#Y50AjSPi(R3<(+``SNUQ@?< zA}Ox^Mo9WLI>S6AI>>2W@O&|q*>pYTk#yCf0uTvigR(mdx85GMN!Nbl^7<~^YK}u< zb&L3d=@+FJvagWuoH{Gn@0n4Qx@Txf)>4C5Vrf1OA}E776$pxOfu~6-Lp~RSV z=Ml?_cSqqa*+SxS**SJ#w2^45_ztxbDgE4EpA~^MELND63|bOuJ^XEP-7ejuT$*qh z?Z%ao(x>Hb-c|a~KVwj-G0aP5cv4)7%j?0`u~L>>%^38SQpDGSv!dc4L0rz^(VlWd zK(y*u>(&VG46zhsATZm@gzvK>zP)2R4eMxC+#DB>5C8tZY*=8?QXlG1Q4FZv2mG>e zx%4}e=|w6Q{Ixkdv6g(NMLH@_h<=&H@2vh&@EnZXE{;%zd4Pu6FB@J`YbP3s`H1J# z3BXN8Csg*Rsk%T|*cro~tt!_d^`xqP85Xvmq|xY!-p_)tZh0p#2LH* zW4VV$eO_Kcf67S8Rjp;SFi%6o_Sk101htp@UMhF?2>LoT_bo@_F3zICH+d{-azt9I zHme(XMx+TQ49E@RE*3=Ul<(Qm6|tbs=j41zo_#HD3;y*{AgL zbbUC?=*m5;`V2n`-q~2MkRbprnnvz67l!18D?Cmx+OG!Yc2n3DwLk>w5Y}E8Aay4) zsu>h@Xnf)_l5+iF9DL)3a=e4+*ZTQmlk;etW?Cmy`%=5d7Kr||5c5ID#dEtxEovYlcO7t;zNZi>zROzSXdr?5>3=rr*{kL*4 zd$_!1uNe1Ho#4}?{`n9yKF6giF2<-Y^cO}^IimnaX4~O0Ztbv$vP0U|`qQ*+htICZ zKEv~|ifFuNnFAiLXorZSlnbZ&E@XH(gZnYsx*4yEpO4O1i zk_k1XAzHKIZrj^G2Q(uDV{K0EIkbvZTP+{z-&EbaV25qHE0#}#|MZ}Y+nFVn=w*)e_eAFGp6-g&jLQG@GU|>mF^WPgOCO4)S0AN{s?gn zj@p!zL*Rxp&^{(UHP50I`COw703#Uu+6sOK)_IC_yE!0B0cX0sELU&YcXQB{ z{C&rQk(ojYY2l2RTi}3PqBLW*C1DAbjG6&N&i>Kfs4}LU>q@^<-zI)CnutX|2fk=H zLJmcoc+aLx-=8JNmyjT>oAYCAt*O+D0B&Y#@BfB5{Gs4P4WqaByQwYQartT{qE{^y zf7h)usiJ-HJJ5KGS93fZEY7mf`^9qUBR!#qwCYcz$ylSn8ZX-+tRvB0bF#cwyR)3r z4Z3;B7>xVf30dYJpHHupohk@1>~cJOX;#nh0)F_*zxLP)^&@ zcfqg&yUm#B>+zcjgMzptoNOCS`8RL$-nFVK@yNhtEg?Ky?!l#c``0WcD!Kw+%%2qr z7oNGDzaN;0_`#u3toalbdvYS|07N%cR_@^ox0URURp;2rid**}TRMVMFViaxFr>N|xnEljt!O=S^O(Gy_ zM(SEhT-=W`8q06bY*O`;xYcrc${Ev^84Vdv!Gh{jb&xmRcM@p2w0?p~=EjLwc* zI|wRWRIk<$*37k*Q24HaV{D^z%3=MnhufZ2Bi#Gy{Gc6}{n2hmoKEODSHGHCTxWcQ zZ9}is_W08sy-eHQrwf^Tw!kt+sXP(THw`{^Zsl~(2+{{wwmY;P2hwQ(Ya~*A@6X&+ zy@ScII4Zy|n>NDj9q0nkvLAiG?Ox#lBB5e+*VUxc>y~`=cnu};Dc(&2@y5d;1_THn zkbp{@i-&7ThHy~q>Vr<_)Kvsg zhm$enNUdE%x#O0NszGS#wb}D*lS_f?(wpzZrvj-l{MTXGTt9d!^ns)PfikvmiXp7= zAWOqjo4fm>YI%w)(9&a}88Ijl3v@_pIpsv^JBEbUO=7pp12roU9~2(i{#psb=GSQD zhkYhky2r#+Ccf|_VeCf)@NE>gMiEmF_1|c1gzg* z{)#2+&fRq^P^^lNg_6j8>kce+H+Wv+AmT&Fh2OAymgv1@=;uWs&`gj3VoW&a`pG}& zGjJ*iV9I5==S(cNmHv2w_63f$Elwm0VNa)0Kn5}9PRGAnp((!)k-L?My_LflzJhfE zN;ndWiVOrlol?KOExlnik=yK@Iy0T}c?P38tNK9OJv`~K2TJ8u97r&c=iHwYIENw$ zm5}T%lu}R1EI$OFA072oao*Eh(xg@FrM^jOW&h zi>-J=rBL^00q;}*D=R}MDJ#>q5}CV}ET%^-nPfN6(cyIXuCnp`Iqzh8{VI2pN5;Fm zmh-+!pBdxV@Aw6%2KPncRs`*R6m=1Zm34y_@{XWoZYHU-vE0_l&OHI^5Olem?K`6G zgpVJs{TV;uqshHYb(iT@mx=3Y%lMQ*0hM@M(<2fo+aQb25_K_(R`PUp`qDa`W=ej~-;8a1XO=j? zi7vOKO{VcC_yxzjs4tY4#v?vB^_`yHP2kp(&HdL_Ac*QwpAuPuxOF6qv&ovYbp@i6 z73`j#y2%Pr><+lzr^#__7H)zoJuRW2$RS*Xg<#M!znO$fHw}F|r%X8{W9OpX(|%~7 z4-&5vPr-Sc#D$NHIF8;e;Nv;b)GsFuXS^d~L?N7@BH~G_ua&^N6cXbOMc5Yk^i`#| z)aA>m6YQTNQ`!CWQ3DSm-*B1vTp=cjx#*S!N;14_CT;V!_g>LoUgL^;{fU(pUpFtM zLmrSlM_6+CKQ0;|tsBIL$Bp(I^Y-L)41&ml|-wyRP|$6BSdfP(;({EE5i0v1CTCoEg;C|@KHy_R68NJyA(**&AeLk z!u;4c@<5k)UN4?(Sb% zgW`wJ-+Or=jvraZI?_LmQ7?ufXPCxTqg+wAgw` z@u0}PKkZaG%l>d7nMs~22WA2;+>!>j;UnNavwGCvTa1=s(PL`a_gf6`gTRN3?tiXO zV95dhi~H}dDS1tHl507EBC+27<#!Cch3abMQ|vg&Z=*a#3fi=yb6;Jsm&bmbD^s{L zKN9*HF1T3IeRD8LY}Gy27MQeX7D$WcVGH~-U!2s=<$rq0C6MDBEt8|78|1iy_O$O_ zo0x!{a=NTzx6?d8Gyi&@PK~p(ha>25=~<;J6A#3~fX{gLQASo1((*`+%Q)3V$S>ZQ zhO=k3WGa;8RIcq{lLgz4D1$s;|Kb&MV%K!vJqTFBOc6Qb)lQ>bYk)wRk0tBwIB$nh z$#OV#oSJ$1nS(*)=b#Tzs}KjW)YDg(Ca!V8vz{woYJg^vlw#FyRU|?<-go`rVJ?By z1P52~X5IsCw^4&FpZBxG-I*104rNZP?@D?-Ryt>V?0w0|?^k5Ax_M?-IH2J^lKQeY zEyv!kRtC!|kGtwzF=4Ah?ZNk%mqEO>oj#yH`=ZDH?|qSUSpt$Myw5Sn|5O&X?x=eB zZskHHfnrM3RcGHuPxm0DG>H6@-9}HL>T+;rHRF>g!SmgbDsfe_B!gS%`;oJ_AY9AG z#B)u}-W`6NuR-a?B;(3D@1DLcHygOKO(B2h;z%P{y7yLCzML{)o*4;v5R&SeC-0fZ z9)Fp&%|_!pZVe$@gdF+1IBOk-RL#15bSx-H$I&rQ2oT%Z~pEty^%)7QkUU#o>W(MLy;~dOw#A$44_E-FOMhD+fku$ScdGEJXR~oI| zHZFI+4tls1I=-{E0>RFK_X4=uv%h^W{kWPBPsu1j^#>Lc)V{D$vtKZhvU9qZPSD%M zvmm|h@gl8)Vdi&l(XGrf-pK6xD|ZeCEPvEfZwopv9iDaiEWgQqobmRwcvtUL+ea?L zH}=1W7k#!1-wd>SjN^wsf3+Cw*)dxP?#j@ft=gJb@1iQX^ODGqH)(xYw3qq9zH>)g zR~OdMM--N3l`DrFD!pxe7I^t-WW`{4HjS-C&&D^!KW#(c=z>gO3F~Nw_ouU12Lf}` zttocd?&xCX2Nbzl_{*`GGk+SZf$eh_1Cq#47%nVV4PGi_^!Rwnc5pChWZy~5@6LX1 zWOPNklDaDf6IKBK+NfaZ%dpW{)mwrwQY61LW0>Q;7kQMHGBET=b}oprzk%_?{;vAl zH*|~swSgzDJinFGV^k1FEUktwC*>p z!q=Iahc1niu}H129vO_CF&I`PL4Sd-e;tiDn0xPNl_e}Hby#txa#l-ATW$ooE6d)w z-`SK*;%I?R$H(Dz%`4THLu1&py*oRhb3kNZM8?G1!aA9C*sF78xNQH#u$+6BgEymF zBpH*%0fTI3Oy$zH2P z3#2DKeVLDUJNTwJ?}LoXZ>haoO)_g5+2eSiSEqwrgQoF@?&Z+lMj7)l)xjWf^;%eJ z3`wbtn>k%yfVZ+iIY%Fh!HL^JtYYeoYq9$@rs0@nWY&KH1-n;QQ&+-33O;fh@g|qMooZSp1^TSq@+l=2g z+}oic`i{B<+7!bI^0>!EKgHK9!+TPm_{W}Nw9Gy;eNt~cf+e+%oNAE05P_>`g+-9z zrR(G$in|7o&^E-)KI+gJ0|sz9Rm6HPkejyR_A^yI*1q>Ar+uNnB3xeynMt$H$|fgJ zJNkB-oJC+nM7kAJXbkJ9TPEILuV&rXSB&Uru1;)t(#<*RnX_obV6r8;vReGJkC3rX zZAXxg+P%;0h}>cji!AdFc(SFssrMXRvW%v!%bt+oeLe%8i&1Fw>txPT=fJTadnxZo zr=JDZd_UFMF#zIj+w{{QkrEmECY-Xz*Ow8(;UQ`%Db&x|Q_-@XaWd}^6h3LE$54%8 z`(~$AJ%*#00FxDg=kfAPf)ZcyrMz8(p7Wf&Hb}g;(f$sC8*$V?DUV>;rnqJtzeM5h zWT3+LbRNul-6U-!-XGinPeELmytjk}@qlHK5u4HsVSBavw*7gNrdHPY}LiSk|E>nR(ErYF*=5_-)DVF3w@ez zwmEH}mI~traa2ZP^XCZ;Jsl(KjEsr-K`R42dpg26hygveaxAqh_vlR+^?GPZ<#ube z-LaqhnVT~YqNbj53aIEUr{)J}##)65^YN0Ki>_!jhask|XOkS8j4cM@GEKMXqZVyz zS=!L1+0y64iVz%Z(``%)-r8n5ljo|KQx2_KzbH_=nO%lKfnuH0(V3~q76VwEh>viL zB^x<=BkV|>^$3Zzr~*yzZ@oIb?3?QIE!V%U>NZZBxyzewuD-Hg{43F}=ccgH5P{;e zZoBv{LcAYnNHVYHl7n+~iFQ$C!jFT)xuZuVQKaI8y;kkqFJOiLUz1nTCQYH zYiQ)X7jp1{XZ}G?IdJ*M7>Yfivq9985iA*3wd1(%t0Ql#NPXaWcW)rFi49Gk;Z{r}|mA@}?x7g9c+l`3-D3r@~4b zjg4^ghSk+lv+dF~!p^e^*P0e@)-KtK09@utmPl(*7A{*HOvgLvF*3^9rl$954sJZcI(Evd~XmIo0TsHi>0f38Uj+j=+-!{h0-p+(46*scAVljJc`TMZ`_ zOlgp%75I_QRjqIjR!_pJ>Jw^bNCcyCk$GbLl|K!geA(CTN%PuOl{-KkiuDeiO>3AX zm(hm28*z1d*=aDaj|>a6Z8t4S%0Voj`mJ5V6bu}Fesr+#DaUWO1djPOg06&9dSQW_ z5XPQ~x5hJ;s@Lk!SB*xCB$Bj&yfnS;6e2y7ETdNntDz;8OgcUK6UzCO{bEMrQLXI_ zQcjC+<9=$h@tJFwjV;<0;_`^vXcst4o#;z_v#(Xny;Sk9V1ECoJxSM*qB7?=dbXu~ z0N3L#>+iH9$h_IS5vK1p$O)I^MTAC2LeZ?^0rIW~;%7se zW(B5H;E{yu^5pr~^}cpJj~#+Xn(-3fj{Ij2?RSm$SR5~?eSWS7Ii5SD#a2+Jh}A={ z&`+;8|8+q#)5L;&yl3*&H@s?ZTOVj?R?L7Ipal8sq7P=DKaT}v2Zk!8J(;iBd>34c zW4K`?cJeuIDNieenqA z;O8NSH2voWW&hB*?YhNKiyLUyl&ra7QdKsopwhq-dDY<~nl+$taP=ZB*?M*s>u_?D ze#S=#e#g{gs}8~z(B3hTD0lXtcr!iON1xwHk^7_@u9*XM7omXL8j{%V z+WEh;#U>enCHg;;)g^OmV7#Z$V2ItDwo|Vh5%AFrx_LIsR^P@QD-kH@9MvK_)lIKa zaYriQNFw32X#BMxZU&409zCL&CtwN{x^ogu3B9a+Wle<;@U?CUEY;c6Mb8qegSX6L1#zB84Sh#I{xx$m@S=FYJoIu`mHQooenHU zEix0*T0bl?z4()S_Mw}0IM7%G$41t!OH`Mrf#(jEj_?o@^>M+r_7A@CDYZf&Hf7S! z6D(6^sT7$RI$5&aFl^0dGnh66hb$H7E!l}j*wuFqN#94Xb`L*qFjU&QjPDx%=vm0s zC_Bot8dv7S=g!{N6~R^*vQ*gBV6X~V^SK)(OZ14)LZ7fRCVu@h`^X#g!mtUPPAuO0 z3=?xS@q6vfv&RtW>WLUOcTEyo^#pr~p;Da>N3b2b=y)r5R94>W^J4{7gf7|Y_8OLy zQtxFB_w|V8vMM*Zy-ZKS(?+l7lAj`4WXq0@8GzqNB>PhZFEYBzVla@kDB5I5h8RvaCPnz3$CSJ=k zAgP#<%ZH{`Y;PK%FuUs?4;I}3gnWYt5Rd-AUMZVV}&T)4q!%K}~fEm3B1?T7ll z)y*IJ2g#Mp!=oB;WK6;y*HMKqKn=9y4#rVPF1_i=%*qceEG$P=-L!pIBQf(-m*dEH zEP_U7c6fTCrgC)GO+`g=ZauvdHd_~j9G!QALe_ir=YJqz;oY1A>fb)ShSEDu>y*f> zbldmJxW1+Dv)*yInEryZI3Z`&T&WvvqA%t#z=-egV@fXTQ7KRSR?Jt9ZO{G}7vh~$ zGYq4iJ&uivKJD!A^dtS4OHfAxk#K2nLNKqFTfD;3%W8~4M-+kVO2A#vLidNV!;26W zYV1KQ-jk0fvUgMGnvXH1%8?+1!K@H*$Y8)RmelsF*jWcMEoArRUJpMMCO``|-yney z9)5@cM%*+|$OZSZNXk{5j@d6xUT(c?dRttppW9_62l-@KaG@Vwkhgi>okDJi6bb2uitl8UwywJ4=8s#53#XLi$C z(-q=5m5&G`3Q+ma4IZtRDcNS|#MEUTpnjI`=LHJMDEb$2G(nN3L*-@SzCfenbysP;ErurQ4H{FKOnJq5_c!Za>A=xMV2kNOmuhf5>%I!3z z`8?y^38LqEx?ny$^{~|8$iHc>@2Nw9S9kD}TWZNbZd!eF&-&8Kui8uljE!JPoqOwm za+RJyA*rXut|`4+lK*wX5){>_~=Vj=cGg>7m|JEi1T+d|WjbU2In^~Eug8`?k1 zclq@q`I7hTYll7@&SZrf`rh_05*o|lf!hiHlmD3ME~&dN3E{nk@{MBqo%KEnW`xHFkM+Qt}CK; zW6uO0(YhNg5yzl8Y}Ziygrjm5wD7z-TnZIh9)N2xsfcmEZ#zEOrpX|oq?k{@r$Xti3m9dkoa2j3U8nQ(&3$P zG-6Q?VB^>9@es*dW;sy2?g#VYd$?&T7akC!dy7z4*ojKDb`g)`pK|Gs zxxeJ%SoM^7dmVf{;+28FzGJQ}sd&i|!Lkxw@EG&hh&_tF5IR<@Ni!7J&55|sny)DL&^Ce_ z*UXHOT2 zVwwFCGjfCccJCAl$+nkqP1Fok`Uew`UAI~KkkBCv8!vK8^L~7KKtI=b6ebVnC6ivH zS4{SyR;&qg(uBn0%Oq*F6Tfeu`4a%U2wSOLw>5r0^GGCDF~xWt1E-oOaCwGZy>z#y ztc6$%bIenlIKBo0yjy0L8Xob!$qC^pg6I1-k^FBmSsTgUWHM6-EFVZ3>8#uFo>1xh zTR$Esh1{llK@n$}DXeYeYH>PRp+3ADR z8!jvFNExO*`z^{gnyAG}XlYjHW(WHej+)lIl^R=qoGN1H<{Te2=qh=$LpaPGXR_*r zH|Dn?L4k?bk1_k2dp$+vmXBf}IvHhF!*w}?Z$GXz6R{;C1iJ?MVr=ex`LKdcH)yka z6V4lAg*l8FZ;`)XpqttmDU>ngbEuYg1Y#b5I5Nz*5UUK2a_rJH6o4T-|h#Gu6?6+DVVJIJc4rTeLps z%{j1;b>Xf{a2V3g)JJUUX9EBx(FOXQ@DcAnIvmlrj+xUhi}<+Wn~ z4Xo}{2Y&V&-XDtr9_&^vW8xXKda1{I@DrbMLn4%2;Mif9b^Fp_XVNz>v*|v;GyHx7UJu*-YDi;s_qf~fo zvos4e{u1r&Y`T$Z_zC_VZ6J1^7I9rUC%^POZ%j>+{Gvk_EJ#`b-8{`GXhsUKheF3HwENiw-_IYn+WouMgY)(i9)dxl;4k6hc&~eYvuhSX~YEO`At{UffJm z*FVG=_y*Ig*MKw&Vd2O8^9tq5Bj$dRbz%wH9h9N@NcLw0%RqE80>!&^O$39SemOFYUI#Z8IO5k5ERHC}L%elPMH*5++JphWdagv^l zuudan%dY!L%hvaS{JPyHojKO>UDna7o)7CQmz_we@ec1Wm`tGG&BYfJc>fZOP7#y- zmh)Q*<}<9LrT4;>HoK2MJfoAc@YTDD2DtG4?K3~qIqqwwcT|!^Up5;;XX7Dj_W8~2 zpU|^jDdvm!eL)kuTQs^<;~s;1M@n(|{+EQF+^vRJSRPczzS$^Y;Ad+E|7CH2hq)(? zQyKCgmcncrAy`z38X>MmQ3(y^CJc7)rol!5T#RQOS1u=QDBsn%>wy)GcGQJyTwvg5 zf9LR9!-G^>b1ucIdwK3QJ*nqVuWfZ9Y*tMSsldHLq}%cQw*n;ZDlNcoevSB}4*V}= zwjiS%kPxpaMwfiT$W`FaR}tn0KlA-^CEm7vFn5r_yE>PNlWEO;-ZH&i*r^`UJD5Bs zLN@#>u_=yELp=L-UQ)CShF)ueB6x|@IfjG;4VZaglrH}=O3Ssk#ho7myR|?MwH9Sl zMouA(7~OdKsT1>)&Z|cPiw#u`n?8&@HVFm3W5{kooTq>eYP&?F3`NRU)9Ul00Xi-~ zjBWoZw*Hqa=$T#)2x_6k0?7xinsQ&d$n}So1PNZi3y$V}UQbs`R_>v1QH~WfJ|vFM zzv85j`u&h-fQtMdbp7Ac2iOmriz%bi*P3&$au3tfiIIe4ur&SdklrbedKvWEn68b!ZU5_))Ka~KgDPXb@l>c^ac-nch zz9Xetk?IDG0F{(`#$*-Ep}{?m`R_f5wStXZQ3BDB!}l!XYjTf?nSxpId;)(c%6SqnvWDXvo1mA)Oj zZUE$39IeGWqJX#!Z105|<@mS6Z#Wun>C1z*wxPT!Z5{d`+S|Nn7V9-3|jnx zOEfq(@x$|DU798ZVCHpe@16FVcSgQBHm+~{-XcBo*BD^YeAP>H@du+To#)!r!A7A+ zW)#27txuQX+rKqu%cf9*!t#x{BaTJlIzvEx*3BE(_|%*g`DX08FQvwU>#9QdtI!E& z21Lo+UNcX@9u*<~tO5Hfxclgm~-b~Hd%+BzvCJU8l^Z+=Cy{MoU zXs>)u&)ypQ4t_pR(@Slzp7}9(ek-DR(EPw_`9V4^Nh>a=Dt2~vsIx)!&N2y)L6;C4UXiXi*S!+tVNzRQd`nFO!t*f^l>1la~ zbvX)687p|d-40)y{um27!2I*m-Ss-mP36+n@A;~uQZygL$9D!%I!SlMp7t)!;s+BO znFR#ptoZxLG?ZHEYlwG1eHs`~w%?QUMol-1M#sxY7p7$+&Y)%?CxhcjGseR2M^-Vb zr#x#6wWXugvd%3+LwBnC`v8yx2Av^w>q?rf%N=KP*B27pOP=qB$+eoHu6L-_Vrukq z>kTFh#@t!KO?=xt!Bp?Qa>i|MbG(no?Wa9rnN~1vy4^SR8g-`N{Z!mXHvN4NUSa61 z?&_BHW-7HlNT5e3Uho@Vj4ub3mB0==W*V6=bh4m!YnDbj1RnRQGK{>eB*KzS3J>^gUGogGkPftni~bO^i$&d0g-c!Rg1kS)Z9mhi=Te_N^fWy*HBL@dnU+U(Ee)I^Hw`>riNISPYQ5o z*{1M>k7*Tzo_%X1&LFofQ=8i!<{=u{PoT2>c~DD2p6PWyAoON9T88cMp~v;)qM2pD zZSb|udZ*48`hUg(%`)Xv8Yk;4787Jw4~2S5dGnbn7O(6CVBQC|bwHa2SXAlgKYNWFZ43U$1OrSYDDmwyfK; zh!jDayX)Hw)Xf^cDi){B(h+$eaF}0)N@M&MqL1&GgJ)7NZO>7d#uXYSbU8m!*x*kb zY`8tTj=JA}Z!yis@|?~1F=VI?z$(<1+Fz&C;UFtMG z_Y`_mg#hd~7?uUa9yfd2Q%)3fC)Z z_Gc=8(^F3Jb%%jiJQuwP%@{3VLAB%?g6L5Xpg}NI(SLTqL4r4x5Sg_27%GO%fLpyVvi2T5{1GhvWQVPdL0`4+8gb)z(7 zx9K>R*8NBK%|OwtKK$1xC6${}O6tXE#qxn^8YlNyt1-G`T-OkS*#_ zcs`lNhC`fZAq$C~h1Fe5(|{wROM4wXD@K-hmlDHMuVG@2HtKmXN2LOn4{x_qb%dwe z@=rJ|#_R9xhmH}KXqkR9wH~K8_>RG{zh)Ix|JlD4vLjN%tD2811HHyF0G(Ypt_Cr2 zHBOI5`kT@>@IEl1Wy7*~N1^yrEh^TCa->uzkgL4ZDq-t+X+E~Usoqn&pnGj?D7Lj~ z#z^beRr~<7vd29Y1dbj%vzE6!m(`h_FlM}{&MD7fgwTz+Jn^S;31Q`jXbFC2878?g z4{5cW35T1fy)ge=QZ*41-wv{Dw$NB*wkx^M&#~b7PUi<;+ps0K&Ece0*9af{ysH2% zPg0nn&VpTUux(M^IiFjc%G&B_4CN0Jxw z19x0^5h?zy>Z7{`hEdoq@H4BOM$g6UbIEe*>BbsBj`6Y$ePEhsX=VvM(*90L*mJzH ze23%9jTe*HI>oGz8qd69%#Ur?Gl%2BcKw@!2_uAKRf*FN!TVH=B66ic@Xiclp_-L% z<)75U^X{OrEN`R$Yb3sByChk=>Gw+`r~VWYF>ARj4QiG?gsq)_>_K1_NCts<0@D+6 zjoFfq8yYbHF)-$8&~OT>?PR1(ehGNZ9BJN2k|?M4h<@q>nOc+?Nwms=}+Oy?H9bQE+F@o%MazGrV_s zGBdxAXs7pmnHqf}hRx1XyIa1#jDZm->sU1PT z(#@RHt-N*Ju;O#m*+GN(Cza{h)>qt4RZ#@>`iGvp%BdT^2v7D7Cs}yLpkH@CY4Rk- zNRX`|o7;7nz5!ZURT}&jmYsHCH*Uk5jcZP9)P!?fwOU5ne|c-?60u_Hr=2xlv#Pos zB-RXl*J8PFqvV~|7GB0>6M3Z_an%_P$yF`HK=M0rFcrKmhXe@$0SB2TIU46vxWC_K zgYoz|=)M3kHDZ)zs*qViyz1eK_nvxu&A{|)6!<)+Q!W7Vc}OKqqZ~B5{W_%F9>B(_)fE@{?{KuOcR_i#?U-j?hGTZuXs{;eD8pnKn=>-9fX( z7t8ynx5Kn^`|?u-S4XBupg(__Vv zJ?&e$LKSV&@-S303{%uUbhko(fO1OAAIIA#paCeE7d$y4(jHb1cx=8Lv^Z4=luY(} zzG0~#0>VEwCl|!3sG`yLwsddpc@ZWP)4z{S;EI1i%)xLsIN?Umx)uD)&aB4GchXVa zTRi*Gm!P;3dw85%z(WY^o|*BnRf5>yc|k!ceeIhvlg-lZWb~}F#9W-9WFsOfJ2YL~ z-_!m#4Qgn?`F#o6^EjQ?%vkyyqzx;{>U;OEFP`ZSeedx5RnZ2)zms8ln83kOnaH5H z=9!={L#TJ(8iM%%pmLo!*L#j`Srp}%`N3(szsk2jS0*F|E1;>gyz@x#7>e02Y-xV3 zuCGk{BR6o!J|yr=53?QQX$_z7mMaP3qQI%4h&3gR@xGTOZhi=qULp4=#%sA0k93I} zsMNrG?wgKH> z$SlSCZ=W|&^`tc=N+mFP98R?22mdyu=63a*{{H09Ze3aqNgPQttFdZHT$36@-z8e~ ztX9MQ#RFR~jUzFxBhM{=MMOIYovseig;*K8iecj#*~_TLlG*{;y=3k?NbC#8bD0o? z`E>@*fPd=QVr08a=hc(KWQ0!Q2)(|W250pKws6QgtZjCFx{I^gygIc1)nHOp(4M&J z=^g$n;U=FF{rM-Kel+W>Vt?w3|9Ls3JR9)D9Cb zeG@euzn*ol5ptDljr8JJI!TvVwq}BVRmQ|`f>x)PhW&oB?@+g-Gyvu>^*ej&5iNFh z@~tIKhVLkJf_&au2$RR@WmqCOInYl#dtY`d{yPp2@xdUvo=>+PSemKXU@yIcpb-IFi*V7FA zfW@$K>{)lJhNHo+`R$$|z-VK)LSORaR?N;-l+O$9i3ezNRK8UIRAm6bH;k~mVrTR7&1Zr%KVIib?6Ex%nepbGH~ z*he;n8XvjSWA`NB=K6R5LW`TorTy~Y9(7iy#r*tL7T=Q?RGwV_(J4rGqw#_>4M+1v z1&|l`g$gI9qtGYEQs^dAi-Q^(h8=QQL9&E%Ly#`(+dgpx`p!%bd;rDuv7>3>{ z2P6bmbS%2{MO4R!%g*A+sm?ENKJVWy`1v9VBE;U5SW$cfl16wHU7g6pY-5FyfMvdK zyK_Jb_Oi^WOCPa>}rOm6n*m?b+YIuZp-3I9U zgI3@jlE=d%kGVLsdcGStg|{!(rK>GML{k5cdx_c@l*vn;N)a_@Cl}8dGE>eyPoGZil)Le3zVtm2Vd|8o~ys~ zatP2fk z*vX~^aRA_?ZP>apY_{s~KkJp$_({QRefVPm0=O1Jbg*Z1d7q!w`s0}!ZG>MM# zp-Qf*#kcOSzN{*s8(3tkc~t+kuDrch$@zO8K;zddWw*Sk^DTFAY8mBAJkAt%`>+7# zFE|nZ7$CKgwmattIB!#Qb{_Iyk)ai1h%Nq8p(yqoP0MgAIH+O;JBC#qXG_dG`BZ0f z(yWwj@OaK<&Qq#|ykxpzSZ3BxH?4S;lsV?{BJH}c$yp?Jj9`s6(U zuZ;FPWMbA#-cnQc7YwYpTXsct8YTd+rx_^xUpii7@%V=|>}t7CC<4rqw-}$D zSMcs!>}m#m5>O@0;rKTH(}M9|R`7QrA5HRi9uhDh0;uR4K+pc)b{#-z2mbyC#viow zKYbCu2`{w6+kdAD^{m95d9&AL{BdMW4xY>WhtImQ4-2)X#0j9Y5wTE39(^R9T;T@3 z6^;21iv6$Vu#Fr1y8~cRkC~=EeR#>ECnf3)ScH1$9_`I@nEL&d9 z+<;I5gE8-BeQ_SK0*^(&mHo+`&040Zdx48QBl@O=M*P{o{C@9w_%Xnrp7?%N&6=Nl zoNV+UA`0;E5jz8L?dl{Y#NB54M+E7{&sTDNHsQcSpnd;S4gYsuXPrJClWkA>C37_J zoYPF_!sv&!-NO_M|Tev`_6DgQQgBcdjsF>WSy z&g@TASQnis$(z9SFuR+EBIAo4wE!JHYd3R8Hp8$ZE2YaX&$L_>va+&nsMm1}c>xQFg-#Av)WS?SxQ>QS%W0E$0I}0#wdo0@da*9dxi%m3|U5w{_a>oPy4-NL8@mBHA zZv)kz2YoxAOLN$y(%9RZ-X)lxz~YSNI_LpVMzv6n?kF_2Li)`wd^5n0E-vYKML*O3 z9xw#n8&(B+RD>Y~^j9_R=`1LBTJ`;i^2EWCydb=J81+A7a@!5zaksNpA#{&&W*vkF zMOv^Mavia7SWZ&plAa4wN%7(Mb%TolQjR3J38yYBhe0>6DD85`ZikkENr6{EQENsI57&w`uHIr3a}Xh z!UUS!p8_BINLeRPP}(y6(KA{HnK9>v_f{iM)x_w1akC0@P!GOrlN}=)#S2d}6(ZXC zssR_}{I7`ztHi(>{AyF7Wtd$uCHIioGJxEIcIVFl^SWV^9Wb+?I&~h~?5}uR=r2y558pQ-1Qi@+DPM+>u@MC- zR*ZbPu#`J`Rg_!Ad_1>w_dh?q`&&sJ)f1sHzActJtbEh|MP?9qlaG`B`ue6#_JRCX zmWO=FJo-2ez{Y(CELx3?26yJqXC&7;#f5FgfQ%g^Lhen{;u;YlJqKFiiU)Pct+0b@a}e(TNm_#%`ZN^4VEn@W?D?`q=S$8&pc|tg9LM?@ zPmlWa67Zgsk=(8adLH+a_`p?AE^IAhR#DzYB);rQeEtnZfwbcJYJWrG0(4Ae$Ulu# zQz;1PK3seJz|XcnOp#9GNGo%g)9%p4MiS;;ismA7-O-xH**9tp^TRi@J~m!3`Q26c z8%y*9D z3j>@N>^}j17D-%K50QWRpL1gNYlhH2bNQ3H%@;uL${?>OTO$d3r@Po7))PZ{(<`WQ zp)iwveaMmW^`yZ%a8jc74$3FT)5=?XfT!>?c;gkRa2S5mcxrF-N8pb6nahIyndGf4 z4UdbQb_k^i!kDJ7qe*b3D|y&`M)>B*3wletb(PDrL+zJ?ELOnjbt zpO+snE{tWik_SrPL@fC4X*498e;$D1xYi5KbD0cQic}klqgK+IOzLaWiGgApKfX;! zP2%@M@e7Wsey|snJ+QX;0aRMsZ%Qu){ob?^%T3~vQ^wCDL$l&J z60k*0RI~q{=vx zhkjH^9|sv^(X0FaM;goW_+Be>6W(o8V8X8cGhxU-yX(K`0LT&lr<3u&x$pmHO!J?N z;^F^y?D1P|^lSWwdJODSAk7;7S#SRzkDpSFDWxN6Y5OqWo`;yjv|GM#I zWb5&}+zdc))X$Agf?C{|XJmO=h%-2sP}Rr9&kZgF%J)Fjn)$wCdF8Gi+tUM`gS0N_ z-6PH4{eX5*6@5);t+ce;)o*2RV)FyB!z`IzZpp<5Rt6q{LX9AkSfRZJ zZ)Tp^V>@G|wtw);1`&%1qY0|6s#o+Sc#aP0;P^*vPIsb|)dC8&Z-Y@5#HX6^1sxw`bRg>?lb{ftN-E_As zy&h4HM;DDxC!kyG_uShzn;)PTe(2gl0+<1ruq@ECnr_{u;{>){tnJ@z+xs7*U$8i!2&e z1#~>B2Tf`@CuiXl%_6`#IWPMwn4c98KW?cVnnmI_4Qeh#9(RwW zC7kSpx^H7RDDk@$JdR>s{rL}@< z)4k0GZx-$4u5|i|)B7HVI`PehCFK7Yy@SqYJ$s&|KC7u#Omg=-&+C37y`CDihoJaC zU`udT|2TmTjdc{*XOnJj+2racSX;G&TXKeO>K8WbKG(zEeH**XqnqO!xj|O$PNivh@LR%m)I{*mbhc9v^d{x-E=bKR9t!$uLYiEVp;_OkA@= zHsKLd#*CAEbuW_!aHl|WtPM2)2N&usCDmjw?`QG$+ z+ZB_oS=vBYzZWgBfTBb7mexBiub_XV0sv6dzAZlU2y$KH*rkT&GlL%je&7p|O9aw` zzL7z7X)d(7pG%9bWt~sm#5sutOn)gCIrC(9= zWf1rkiOE*eTuv|g(Rn`FlTK2iiQNlYbpKEf>iphmISlR;SOa?iafI{Ql4o|k0uI(| z-=XTFqF-;{P`fsH1i_soR^9Msd}__uA6qVVYqs?scCi$SozBMm2#;PX@gB=7or;tK z+~j7@BrO@HBY9IA?}Jtn_JgpX7AGVrMTK)P-2odtGHM(#J+inB;0jS%2Y{g|S~9{> z=H6|`NNd`ksD6c=q7`h4+cWZ#I|*=!@elG$u5|)(+u2N8#_vYisXmJp$CBIobi9Md zUf%>smhGAHA)hJow?EQfsC5f1>pF%XFT{8V1$2Hmzkb{RP`#IB@*w2(?i#0tU|9%u z>%Uf`W>jCXD?KN_9$biW)AD_iVC_&PT*N!o{j)d8T%s z6W%}_x-y?CVW{{gJdnT50@4-RQu`VD(Sn-1ZI(&U&SYA}qyKKINl(4(!zs@(DlK!X z_6bV{2|;Cz(zp-2;98tJgDfB4cP0{RQNP7K{_zTN?^IZ0$AE<1YP zTM+b=D}{17%aOYam{>NvHqfh@kfS2Zf#l+d7~V5Kagv)))H-%kw#a)?q5)-1pH0Yp zB&O4rK-p(D%;7fiH8d^5kR`%iH_nEd!OCV8OX}Q8{KTpYDA4;YyhpOmBPmwjgcTND zP(J#3sQ&0fHtXb;K<5Wun{uV`CZl!7=;)blPRM56${yvX8V%Bxf`C5VEI;%9HJVbP zDWN~cxR4J1d2#Nazi!2}Uo91f8ujc4u%bhvg9MQnzBn zBIBsf>F)(|v1(wLr_h7zG7Qo~31)kGTb~K;coQyfoNP-S5U%QEO{yp>bGp|u)=wC3 zjDMX^!$!iEy}!c=Hh89v7AkErsEr>MTq-v*nbp0?FRPZzQFch@PzJ2*O2qfD3dB{s zBJ(&Vd-Rc;>oL_7Pg-jvDeS0zn%~ZdzJrY1nYD<1LZj~_sOn$$`a8VguRu!y^-$8Y z!zd%ZPEm8|%b&qUR=gIZXIm>pKcVweLA*eizs}zj4F=`q>f#TJf1G>Dpy+mVlVh)# zWUHwZ$PQJPNS2u2(~lQ2z(Z8us{HLm_V3f(}JO$vcS{&sREz5MJ>LcfV*|8Y06&z*h znVIb&rXC3`iLfO2BSW_r&ssTOzcXW#5P#C`07hUK2-D|N3{)wJWk*9K2TX&Pzgsv~ zsDK>4w{1I(UOc6h?-MdwddVA*l7+l$m$K$jtswry1+r*yG-> zD#1oja#C>Zg9s=Icj_64%gX|Vuw9JBEI&b&mSV^!IHrjR^yuTSoUInqTLdKUEF8$* z&T>h3|Fv4gbsoX=hqo#Qcq{2s37>W^b4AosZqdW$nrl7e*B@f{a<{(RRPRd!zw5?P zJr!|H(?P49mK2vQ!{CI+O8G>6nyutCSWjwPuyc>S#9hj%a&L81pC$=s-R3Gy;agDf z)0tq?YGW+;*^sP$ooQ)Zr|LPAwVZQW9Ak9$Q$<*Kb3_24#@FfEix@m@Eb5j_?$yTh z4|P7XZq@`;5RX&M?B1~S*ATW=q6|K_f@8sEsne3j7X_!8GV^wQxLPJ{Qt!)Z{p8>s z`ryHX`1a`p!Ow^|oOu4nw36ca&xMuG2ETtkD5tO&Gm~q*B+t*xI?YyY&saIFE$Kh6 zx{i+L(C%tH>pKDuX?@wXd%k;C+a{_BDJ=&ybkF+j6#Yqi@sG#JoYyT3T2vKB-yWvk z@tl(LE=eu7$`)v;k}&Raq}-tz@z%U|^i30gCp8RSDETyCjuv~5lEo(P#XD5jv%c1q zDufS$>RN#K58pPctaIs5qvp`CoaDWKMTyD;aphHBFR$Y3QPp=ij`ZJLNN*8~Z-)TZ2T&XTIA>cjmD%1U3vYN}Ch`ZNap{=H=EpYiX8> z3uh->?3`u)?8Etv$2bJ*WN!BC4Xnn#r=NW|(I}%2Mec|t8sSwV0Or9(DFC)g3VpqZ4>C*p@>9hL%JC?W?OuY#TSLNJxR+DXpx_Jyp;^mqEHsS(eG{nhD0AR3eUFE z7{%9;Cyq^)eaXMpzFHsf65^L{kE!3yjrj#EY<)udn0$)wVZepWJ(5@8}}JX_9FJuPI>zd`@R)YRrS^URRrki zE3VPdjb)X{jq^XabWvsOY%+ zb@#Qgno0H!-mkS+pi1tU#MOQ4i2^9DSgFSBgHr>W^U{i6`eQc@5=vEc*OskU8;nJ}eeT-2UJbcAnoR8v0>yltZA%Qxja zf=P9COjAXzJr#7Mf-{9KeZeTiSt}*1ky-~H6yc5MjjOY7)S@nF#R8Og{nM$J% z4;j{FZ&2MFa)EG;`V`K&WnRXp4*XsWF5MG zWjC8!!^f$CFjIk!|A)P|42yaT+rBp{phzo735ZyvbV>+F_s}IJ-Q5BrEdmmPbmx#m zGtwp9T>{c2ImEjL_jd35-TTXXyvP0FIgaO>Iyw$()_=uyo#*eoc&;ThgY1`BPXaFB zufB@&I;GWyKXW+)t5UYzglVaAuXDK$IE{4ID|~-&8C)-j;xY#Ne{(H&c4SJ zxtZ&4C=9ai-4ea-?S1$~PTv-_>sDze-=_i!4ibAn9U`1_w+Q^o+EO0|4ucF0m|d9B z>pL#(BP+p}m_hkug(TQEyGyQn>StmCPUL8X#QipF%rV#BoXTuG9Q1gieCj4TvN;4a z@XEC4L8f&YX$>!+h~ITqO z&b3V}=#6B@^6EL?tR+)a;qxy&dEbVxHnxBIfnR4C!PITQr8~*>!h*PB@MPo=J@Yb4 z_D+>A@ECz4o_Z3NHo1meyU}Y@tx!y$IdZ-`#?L|m#|mMIEJKxind?(6m$6mBMeoU& zAIUqzFv<3iXl!TkaTwNQVt?^0TU=p{_zZn)p*utUQFi@mx1tlD!K}Y$7nOFQD2rMv z;TBhRr%s#)gpczmO9G+yA<1i#Ox+HXgkS7C#G|ji8*yA*Lk4t|;BWl(l}HBOFCrn>612D| zF)(x0k!t<^CS=3?_wn3Sp!r4(qFOCT(TR z6<=ChF|)@rSc$NVK^jD#>qW`-eQcA&H?vPF-*8@@ddD~pgrH_rD@t)cs-AgFJL*Zx z-`!mEmZfa3Ljk*0l!{24(`1xq5n1qI5VxIuUGmA7a=0biB&6Ey#$V??04JD^x|S+1 zXtqw#2S(zLqj$fKAnMnsbUkO%mRb1ThaQbD_|mY=V4LJx%}^Z^e5`q2I23Y?U_DKW zpvrT&Nf;r*tzvB}1Pl*%5_U)Suk#ZB)N?qoXMqWXP9K_V~Eg=>>ciLvh&oTyw?BD?}NxiAPw z!7%RVAc3-1EK%XOc*~Ku#(S;np2?L)M3sc#E(jNr|D2itL4t}_7ZR^f zA%*N>9s3^dBfI_Jm;aL}F)fACUjZ}39oPXHw*K%{8wtkF0Xmy-!9$es}y7W=yADb*J$C(9~18 z`KNCR>dSN54{y!RF0X#D02AWti@z-s;QSA~p8NbTv!TmJ+In7&6qgd2y##XB{g5De$Sc>$S!X#jcpP2)!ME?6cX8T=9Ot=Kh{P?T&+W zj41uUUekYo+@@7=0CrWKmfe}NtWD#@*}JX!8r4dwh#^yN%|0eTWM=2X*cd2D?z<-C z)!rXmIBI;(wJ?bM<_Uh^RmLr=tAPx)nsNOWc;P5~lgreCfHauNA@O(~H)#Y9w_E1u zI{4L=fPnprv<7}}>i}6W*^$TQ-tzjO81RqgUi~gDhi_&EUrpDqhh*ipEv*MW$i~S0 z;!crERANQ;Nju^aEJivH*Ldlx_Me$UvJY~%&Mzsj1D03rPfY)WL61LLtlMp07NCT) zq-WM_IgfxRsM6&3;kJ3&eg$bW9N$B`oX%I+H<0+i?%eOh#KDK3gm98L_oa!NIsuVl z%y*JrA9D&?k(Sjwq@@Lo-+Zu;+}=eA1^;z@{y=m#>$5*CiYHOQ(HzirARpL9KCJlx z{2H-iGm^r5UFHzuOM{oU4{N`_@G8K^J=uTyVzV!Rzb(fo6RfTp{=4GAYd9^X50ZKT z)9i_UoKA4B!7dO`Ie7wB)eGB|r58da9fY{&Ks)61ChdGhgC9JjXKlY5%DVNd+^l?s z&R%C$kZhZ=%tKw@+<0L93sFE5o`lRiQ_!`GiEFbk-HOU_U^w-G>&;HiC+*S@9V0e< z<8FFNKrV@HM!W-F!+Wg7M|q4IfQBZ&SbQ@EfaT7*`RrX#5_!o54oxo6SiLC50nU6gC~l zx~~#q__*{y#?f0#)VHzn{O95Wj!N#OhPY$o#+v_oqq#LG9fPA@+kH7VW77Y0>|-02 zJ{>=Vv2C& zW>r(9jHITFs~tb&D^)zEu`?b4R zNjo2|x7dp+TzaIm&2om$-4$9RMBiB6YfRjXE_~+yYJnxytok#i&leZtvrIr}eq$^S zp4cM%-`fjPxD|fW4M^<23kly@OE(vUASyM(A9x*9Ap}(hztRCI&q~f|RFXpP{V!Z5 zbH7v?e+`Eh4P`{H4r*>~e9&lgw`^_nR3^nmIspZ)bT%UWrC|j^|Gbpi3QxzeqI)L| zx#EZc{K21w>P=}C?7L^#qNk>RoCJ4+z9O)rCAWiM=G^+9t?25BB-&24rd+3nNM#Wi zy?Fh+T2-%>Rtk)O?>LTQWoNwic7$NhInKX6O*nr0G!PZEp-;##o2H4u10+E6`&k9L ze`d;(vui_$G>@pa?a=Q5NzJz3U4OkP&s+YiSmRm6Ugo%Gu%&MB-sbE13E%BvHq{s} z#?4;L66jB%xwYv zooZ6C{he#6A05C6e4S^}jvl-~{kz}z?l6;-2QA!^F1ZW^&uzQ%M}16fL=y$VIQbl7 z8&)X1B#K2+$&V)@fLvfX+LT?2FM>k(@8Wi&Q&CQ2T+p*Oh~LH4;wd|}*yfb^;G#B0 z+I+(r{MFaLubuBMGS~Zl5a3t^4V|T)q#;V~5t9Z;Qs8o}NYm_X^KSM3RIep!jwuDW z>nHa~f`^GHTv8Oy?dR)ozayQi6%8W|2|z3W-m{Vm2=oqA%+FHZik%Cz?VLFX>0PHP zpMkB^5+9Je0TCe!9u&Fr6aF4`BCBeCZpgBiy;Tu^wJ)5oE>YgA_qGXAAm>VRVT`mA z#1b}qd|LFyb_d6mSZ4R2`YzPwmt?0`W%lHLKnV898Gxb*)q)T3N73Wfm8Y$T+U#J$ zQN`6CBo<@vY_O;-v;>U%lMt|XrBEE^Q?XOpz8ad^;k)Cij2W9SR7>%YAb03C9|xE{ z0;az|8Njvz=>g3ye=e|(JNErr@6KjHvES<>lnB=bR19W!`4rvd(w1#rbDfpf@pV%b z1S9d#JGpYeMhAKu8US=N;OTi-zgBlqBuLM`%>qHrjjwS#MwoyYIZllk0GW%l{?Z0k zC9UEW-jmux>!j0JAX!=|$RiHb-gfN`F~_)&Ga@KP!DI1Qd9hN(&(2NWFZEufC#2P? z#f~ms3I!j$BennU!`+m$)2_Zifsx@Zx+5SgsIwkB<*ruK>kBmhX@}?0Zg0A5p9LQF zkyYxc+^1iw$P|tYqhQU9qDW;lZ@>FRP{F#Ok`nF^U+R$ycz5Ks{b{q#{NlAhb2l2~ z9{*gwEKq=An^-zKO45ph+Uo;SFS-BY z?fi`Bz^6NA{J+ObFbw}cPRGR@(UZI~#J&R1vnRbw z5!1j~A3EWEC|aA;s+E8&z~?7{%h@3@GHPOu{P)+;2uuVAIm>9zALZ7Y%Ofhq%h5%S zcv`>%GVqSc$zHohB)D_K%@3Gu?w93wj3uu z^fFw=aq!1ra$jwz|FV}npSEvn(~hy|W~`2;0Rm-=jq@u`pxRWo3jidw@oS{a$nGk% z1Aq510*gCXT5oF&xoFKj24@`eZIcedW~Bb#5ee*pPi2(+NQ4yuT0ck`Imf5Ci43gh zrA`<+4b91Lo8=tN-e&NUIfpxJ$7hZB)d+RcjgwnyS3rxPAE%$4qBLDbQZHIG-6>IrGwg$-%2>%rg0)dipBygr^g1lP78|TI z+R)KoGlSXf=$HHNXY5D!9+~)7uMi(5l|is2Aj|t_yrJ~y)r)F|ORtXyVF`Oy#0Ud! z_WfYbA7qm5Qqk13==))}3cb9J#+6NqJa}AZF*h{o>(9=}`lvTgAJcDdoU(C+ei@a; zC+k(}Y=Gh&U|(B$>va^qs$P=0?v`1S6~0^_XUg+1byjPTZJyzGSjS7R!6+QZnt6tv zYnj_LTTY7?JJmJ&5m6-cBqkKc24kPn6&4D6kh9nlA5MXEzb+$HZs$FwDB(hp97;-R zRjd|}?E4$3G2*1S1YxD=`2w7ereoxRvxP57~KjeG-7qu#`wm=47xX;4~bbk z;jnt)q!%jFGX5_{N4|B@eKNU>ocBIPCLGv$(aHWY7WcmT#y6t$y5uj38)S{~YI)Va z&MD&XtUJpdC49eS-Qum+=<(4XwCF~c&hy@m6ZwkUI@4kOV`q#LkYaPAgYI|ttIB}5 zTZOKzS|DS^*IplHyAQ0EeGvZfP86_g#|RD&KvGXdg~lbFwN$y;!6IB=LKYcH<52%( zwluI4g@rGOPLyNy8rAxRZsfAM*{8DFHcfblp@E<6YdCq)HlO(*=g(<2%~_V1y6o>q z!#^ii<2@#hTCqoDOh%48f0r7sM*DCN=ftptxdBT3yee(~bU2G7X%x+E><*(y2S1T1 zMYk8E^3U1-Y8O!qoZ8PXW43_&4bVlfwv~bie~IOi?2%%*aJaeUz;o69B|78XN%n4& zvyt@+SkWMcQUupTFM1}p1X#JOEAs5pc6{+$E^RR3%LLVjx@%G67Xf*14l3ehm){zn z%9x|$aLb(O`2AAKCG#Pbavf_b?EY6uIRRx;tD=>`c3Tx7?#y~WkvXu>5IWrOW$?SO zve>KE@AjyTC4X9EHUUQpB;`Di*?nDEtK$_^7&3lEVVPYxn7y->Cy-G+)v0wMk<@!6 z9{Rz5CR?;ZJuKLYE2498Q9(R))%LQ?=_@(4 zT=P&>Pay+VjkT$QGn^XoZ!Mky+LDK8DSudGtRrX)8L3Y^*w!6wFPs#$S++qG%b&ie zpB!4m&8ioah>1ONXFXb`tsk`pxcY0%Z$EpCIjk5WhCi?W`S{(vdi)fR85`5+iS?5F zF~6&Zn3GFJz0*v#<>_X52LdAqUO%I)8iO5(7}l_dJjZ}+m^8*cDly9pP0i+Iy&*ih z!KGk%i7riFiXj>lt~|kVuzq3TXdYeBblGzDTUIAA0AzI&818R8X|ARJa9S!g(2ZBu zi5VTisfj)sJQjnPm#*|J^?kKkk_-7H&*k|>H~vMM8FrazMr+$G0_f-VJ!ONo!E>2` zw_;Ho%Gl;hyw-_7W{sAFHxR8^)<<#|j%CJWLvfV2-_#NpV{UvXKdd!;V_r4GBstUa z6EwREg4u-)AR=eB$r<%#V>073X~(_ed$HMjR>g2tVtmGy(-+CrHHC3s1!8Ltd!ok7 z#0PA@YK1k=Mla7ivmd$$e7_m7w#9rA_p!1z&%=NdI_^2^IBLQVc~uhQ3vM|3quq!p zI0yAQ&5S<09tt^3ha3$n!3NC(#OeGU!7 zz*e|%9jNa5cWK;0^%a)ber;HzgPpsLmD7=dsTeb==6IB_%$-@N zg}TqQdmZ0REV>e?BtXj2%I5`V@PyEx$s-yZrN!iDhS`>FdU0z{bp0sI3+1p0jfSj8 z+Xye(i)|t=wM@Y`pnO<4g!~2+6KWht+M|W=w(6G_@#=`Eaiq36|M8$q-w^zkWPDKC z|@lf^K3RdM3)W7!O$j^9!uN48l^E8#PY z4CReQ3h+0Ka$JIDWaCP)lLyM0H&bRfP=!603?_`|eo65HebD~Y;fcMF&B6&NxuMH2 zyctVR89{F?tYYuI8Svtv!8&7wM&(AEJSfJ^h9w4ru#PwfLP8yNhzle$qTC^BHTE-6 zV^6k#Kx(H%Dux}g3?Ws4%o+3NOxg{Dl`tLgS&)YnB%y}wY{ucGYmrG~SL!r-dUxzy5=S`j4sZDXh2FPegFoP$aTga(R4 zLeUioqdIBPgmYQA$qMcjJ7Xm9NrR&MpeCM~ft#(1Y)vbWBapQ4N3sNR&?6M8$gjsWARhVW48v&^EHFs$yG z(*NgEzvn$MMN#VhG0cmyI&VKhH*$3}>Vjf=H|hpBOM_`=9rv=iL}d?Oq7PGmKr1AY**^6k5OOX zI~~}YGpcFOt3Q6TLct>!@REsiN|h9WB>=5?rw3hqD3x=GJq7WyN~#r{y@GSsx1CDE zXjiZCwTxSx!n{GaMEpXnY8}5@lGT(=`Dik{L8DANSg>O9Av+R-Ndmex47=z=nJR(v5=R_C3 zy1{VMDjA?Qg+q9@(&>I}6cQke# zNY5n-e#i>KA6%G+dj{Dk_Y8~4da22l zfeYlUw=2ih;2FA#;u-}+L^5&*;yRUn0Uv3MkK=zMSsm@}X%;FFKyud@uk{H5Z@z*! z)JNJ;ihN7)5;1lA3GqrqR9;r<96H@4ogC<&vP2!_qx6Gs-~(pWm{UZEY|M}93W;$RRW3?qOQX41 z_e43-3%S=O>e#~DJipgmDGsfb+Eu=}dpe=f6ah<&Z`sG1;#b46-hxp-NzUEG76u%B z-K9Toyi;TvOMbxZdT>Kngl5kurJLJ2^)*V$_osCEr~JyLkb4q5RS0-pgT5 zg?@?S%1*t5DGK^t5aC>B9Cgf z3KR~dl&hiY6@zfg%28d%tqPee&peRcdU~mdhZr7k-6Q{fZ)VAX@a|kEgJ_RGsVFqf_RjG1Xkbw*w#*_U4GR0#ctS7gBrf?uE!QN+Jw-H`bT9TAQMgy)>Vd`SY-=0 zPiFAwXQ}EQ-Drx+$U(}iNEqnt>Xu%MQ;uafpL=v%$|%m`&Q^38i5>1G)}e;eN^(7~ z+CZdq+;L18MfJuDgt~Fa9WuuZj%{M1b!GnXv`@)wf&37{rcBZS2gfF&Cy%WZ{E5= zZ9=<$T$)p3u8|#W&GYbz(>aWj$d4#m@0N}FjGA!%kcN7EA6S;uH$@Mp$S^T3H-n6N zElfRz`AtrHvuU?7 zTY`gGChmEM^7lv!&slwf(Ep%%lZDXZFI~A%X%e0$C!xPG@QJ`&Cy=m;Ifp>!7x+`mA`CkG@skuJfw(|S#nJK*Vm6IV&XxnYCa>kx(?mP2saOwSp1r7h)1+u4G2gY%fWD*Y3HQpsL8DAbx_6UG@a1(Ci zNt6F*c9op`uU<$Xa2!MN9CVaTBzdW$9368`Jo7JwMEHilt(~E}b|K%U?urObc-(~0 zP2f&4x}f;>EIn?NzVNDAM*$B5#f?G0iNJtVtJ4Z88Ad%jyA|@_6IHV{YAgMK^4qu@ z>U1W)6wk&aXjan?mqJdxT%c+i*Rl;`TYXq>L43$D4|+|-D_Bs~Tnb>%i!%YyHn8j>ZTH@H}^(M(5D@M*gWcG=N%bFZ(B$^1wR}4vs$e9E*M7 z&$NBr8AeygSTx>^Q$12O5A9r5&i0HajcPR{j%vIP6w#-E?oiKB;htAyrg?w#a<$WSL&i-H zwiCzGrG9QJBQa?w&u81gPDH=k$^Wo6B0|c67(QE|3{9Bd;7BGDgVSs7uPNp6jTo zOFaMFm6J<(ud8+tMgBFh9?x*4gzQE^*U*a8(%0`-^m{^cKm1|Y0W`+d93~x~l;qq# zm|uEa$rGf=Fn`Ku$eCNj)awrPQA+)jQ8TQixrr1%55v_BzoY4eUE5o>_2}wxyyk=L zj@r<>xF;xO^sx!Gc=~M_m`}==1Z>9K^JvQQ$-)Lgi=&pSD@?}+#XRdIY7)FDP{)?* zAeP(wzxTkuOY}$z1yXCsWxTre#zy^!Pv7)Ws%Jx89z|RGQ#rLa>p|lBr-ch1jGNGz zG}aVIRMWrPyt%`a%NW zJXfnxQfvs!aBIR=*y&>rn}S+zeP-|lv-qA zjF{_h<*b*TSKB20?%w_7Lk8xvvR>6ZG~rr@j~tePx?j!N&|Z1xZXXc5&TXVMc~rk} znd|0K}cs( zrRnWh^qO7)7~zz0-?$Zs`{nN$ur*`h59v>!1)7Wl-JctEW7tj1zDtyvmP-ds&+EsA z1JoBz^{O4|gP)=2N=kv(MtwuYINjMG4f1Qn_R#R4o5Cokl+k^u= zI6>wVkEgchxHXON*-YZKyIey z{lru@R?azh$*pd;VGtdP_RS`}9w9)RUgtfpvWBKs6WU2eXVQE_xIy9#pR(At-m4E& z{QJ+au+NKi8VOp>;pD;R>QAqz>m`}Jp9jAiB+-aXu3oeOqeJdABa9@=~LHLR+h$$L?Z`{%K5O1>0reo2IdOs=|{1pXIlUkH{I((>`mC`f0ow-W@>wh*SZz z-|`&&+%K2#q<^pJhR+?(4+n6Bq1CRP0KFvFPE*DXliJSS!;weBo}fftJDjGP^uy(R z(({GfVwuG*lRsJ<_R3`+b-G3j}~vTN~vMU#EJ^`XTTQ zlKH8l=x5l-L|_l8;D2x3Djdoc?)fe0kqrtS2kCLt@kEaB!I2{D3Dv?OZG8UqI3sX= zc|b=i%r^LD+Lm)UH1yX3Nww7@akFmzEilnF1%U`M!i)wn%Ep5o&M`G%tx6&bc z-e7;RIo`{pY>BAeE!OMQo;Z)oCzHxCqTi0&YP~i(XQ0@)7oT2>uAcq_)Ns8oNIn5C zB*SKeOtssqk#)D$lB_#UI$9n)zSD!NnapesqZ4j_OAY=^jsWx$B-}?5^do!ShTL1* zigx)l+y6v@(f)b3*|vFw3J0=d6EX(h?$gpjTlV<;FYu5BQ4AuUhg^eS4%w5)unvRpz{;TIDXyJtLqmN&`BV%v-` zq1%R{IrP#aBvq6@ps^NzBAB+3vSoPxp#uPa2cqX4p!X)51_ud;h1%+bnk2gtIieW5 z7-YQa>Jknlbha#w>J(z;f1Jes7`r~UTVn7pY3H9!Uu8)2)vaLh@v!icmJL+4l$F3# zMcOd4rVoC^88McBKYiYp0L3ikJKXR(?mkswEY-nRl1h8q7PM~!9ayRzz+g8Eq&`^>Cw)LnBS2v#ZsQRht zR@VZB_v6gX2Mn(FW$gH_iPfF~0UuJ!_mAwq=QH-utRc5=v^`V=u0ZS(*a=^A)1uGn zL56R4!l{P&-oY2oCNoIlRdfME=XK~z*awwoRfDPWMUTD$a|HV2#1bPPh{JBm=p4#> z=5V<@sgStDxfuo#C>^<&wHI6dLOruaLw$u% zuf!plM(>I5p-x(X@3BoUElUruEEYENWA-z0_`Q}~@Lz0w`>CZ=Lmv#KGIyCu>mxC$ zoSEqa6i6rVk@7yxI}P?RGbe=ofl|BiA0s(!pI|57ab$Y8P-^i@xQa>Tbc%SemIb1d${l*Xg$;(#ChdcO_rQLeonFK&jD`) zRPvSzZ(i~V40B@P7a(nxzB8qt7Rszy0f$s^k_D;|ab1e$=Lf{N+g@(JzjmXl9z4^Z z5d4*!dz=JgOltLW*|zZjUkCYog^;>iF}AE9st#L zswmbb?%aXa-(%)mGle>tY8>+sGNMqobODa`|4Z);w3ANm=7nz;3GB7~Heq~E17mCF z;olgMpmOM3keu1imYem`Pc1P~TKpLkGv)DHnFWK#XOL37woS3>N;~=sOnS3lRh( zq!zGYn`PFq#Ywph%E{a_dUsMh%gWV?n%9>m7C9BDydWeoc}z0{Rk zM+KYjU-n`j0?2cN^IHcQ?)ft?lY%d=(uZFN28zt5;or^^b8B|B&N52(5gCY{c!D&FqOPX zP(W9KhR2|GqL$`;9Pq`TX(vEAdbZQGMP;DVg)pq;i6!zw5WFfkI5w(Uh=;Ez2bpP5 zi<}@@$bHm47`==f)#fk@teF69L~b1pi*=kjK*-X14=WG(VD4vR9FPjxdjtx%j#F(ckL+AtM8%Lq16v-8Q9fK6ouHoxEk!5$#ESt zlP>GGWS2BH#WtVBX{qABem|W9~)wM(HzD5o23RboPzAM=_M$5#7(1og0*q^z=H^H ze;0VCOZ$E^4sS?7)ev9I=;+VUN$`MRE^Rp;stCVlCi|}GJo;vl?FJJ{^Xdx z0m24pQ-DidnR)NZ<~)xv)}kWMRnZSBODz@o&%Z04B$W!xHD)Ulqvqxo&KTU2cBcXA zP-;!4S|WL~HaA&R94Ci5BCd~afE?A@5X}nq%_mX&_rv6ioT|Hpl6 z<6G9PLvG{h7(?nh-`2S=oB6t8@Gx}TSj)>Wssay!W}$mzvUtvPS~`P&tt?=k;SqNh zr4~Be(uhYf-eETS*I^4tY^3FMiBCjok1Y(K%obLvxTd3g z7M4*?Chm3Ra#@=eP!hkl=mN#Q~B&}r`{~r&JTG)Qu72i z`_cV<5meLKmRAu>e%I#B78t&clxgpJw{fdq?Mc5j_)_>rM6~XT&iL@d?Q6Di`I=xn z_RRF$dS$flMaW!m9T@E}bsRfzkGoX=Lck46GhX7g6z0?@BTrN;zi+!hNpINFOwvlJ z;2YuJ6iCSy3(r3LbiKs?<=c-)Z0Y)nQoylq2Ka6AkGUUUBBigRO3P^EmIqE=TLP3~ zzYP2lPKJR!=pn&kr5FfM)lg?#k3O^^Y7Rp)UN{yt+%22=TT5T`Wf1Cbip(;rIA41Rxf+7?l^p)*6n^3B7e z?t!0sL3+kHYODad;0Ge!6A42X)bqrGSxk2hPV;2N^JJ~`>%NbP*F2+fP|*P!poo&G z#$i&vR2Yu<8FT8atS7F?RwixL_Z8S{3@-ZUYvro_J8a$#`7ykO{tvfj0Sc*o(UdL? zRJP}5<>~F1HUHjCong$pJUMRDe1x4tW%hPAKi*|D1HzL9PWZjDB59=Bdcp9d*D?G@ z*dhU6g~PGkr+e50S2D47pD*J96SB1{kMwCRzyKUC{{Gs5CeyG8kBqeK2`yUi(8XhI zW_6IC1YP(F5oDx2ABOgL1?XIm(vBLU)?WszapCBHLg^#=E zD+D-ql$7O$dxLpP0Y{px`=?UHqIH#+I5W4>Ff1%$kE*yC4USJul4y7yb=B|m(i7Cr zG`jY?zvlnITsua3Jl|3QQ$aB`HhC(P{hBs@=&x0keS}tsIQq@T7rU4YVo6L&TI~^V zD=j3)b1dfPOPcYw&Ql| zs8MDq`*aMnJNk(@XL5#~udw)LKFr@cw59uUYLcvcrZKvyUXX3k&~P2Eesgl@gh9JH z2f$^hqfzn079}*MvcI z&}IYTt{74}rPOZa-oM_)NZY`i_>X&724fQ$Bcr9u++u`DulQSY=g&ZMT!F#AaVAt? z0i2urkPqi7AbozD+~jt^5Zk1Eg3**EA4eC2i=0vCHjn|&g$ezYT?aaqOS%C(?QWmd zb*@L{ApHq01V2tu5NuzV%3EqvwNAgmS?e&)+FzfSkVY(Mhh;W&h9QZ$I^C}{usK=z z4oC8?IJ!$s?qbr#XL4PUpdL`70CT^aLn(iKTNEaw)LEiWuv(*oRZB6B4Of7{h6Ry4N2-=)Il2cM!XYn5+H$Oi!vphYVFM z(P!aAvo}UUVmN^1;d9QOxryL2I#28zgsn z_h{pM{1D97DVKltBU#is)PJ3$0A7`zam*>2=8{uQFxjl*IjNi$MDFkW;*$pL!FP9S znRVSY@wTnxHBrlRR&1kblH2GlcJJ}ABB0hx4t=BHd zxI7OfUIE{~R|zsem|a#X*?qKV zElC87fxlvlw<;fOt+01N_(}Sj_k>1Hkg3Ej75eTcfPIRe^C{pjP;IJhv0Un2Dd0Y+ z658GyU3Zm9s{nxu4ijQKd9&@sK(wH+xcM;?CVdGK16Zo=pB;l#V?ECLDU1A=DHWd7 z0qu>v3qOm?nVt*vx_svqxeZ&)#nT7kd0eoqI3!T8G0g0pst zrgmm>IT{<3ekkAY)Df`W0ti=X`Hz7z`4skQZ{X&tEd8%{Qco&I#taF4dI{VO%ea7j zY9FKVl-0!ebnGBj-7)~8DH~%Ics-Sh;KY_=eW(uL85*B~bjXCPl9rSdQknm`KmOw* zawioJsj4#-cwXhij;j;*Ba2O6GX&BE{0T<)u=<7J*SoWi3B_5^#C2kjGXCrC&WzFeR1wKaM%3F=f;T-o${%C`?T*`CkgKPk3JX= zMc1)7c!!;~|7!dl@Pe=e-kruM>Xcq24#xbOs)!i@DK2X3D_1^B#l>WBw?=$RBQMZ3 z0A3{ku=$T6DNi)YM{@6v6_O`JCD%z!Y+fNq&-Q^l>sxa$p2|a0i+d*Px_%^C?|ak3 zDJd5Ud^@*{I)|$JSaGUJ6wTTud)5$a`A9%@{{8>xUaNPpjDV~`b3Wc36VNbj0k*d6 zAD&slHBeF38hk5F9@fj5taJZV((2I1SW9ksz#|(jw3t?+Y8f?=lvRdH|K&>;UU^c0 z!-QqO@%?qAm(c9Dr|ci!$H-pDL8&MK`Ioz2qvtgdP&t(rj|7WHzWD+L|&j- zv-iga1s?utX6VG}2-2lJ@*7R}k8s?AC1P6K`VfT=&;Dv#SassQccN9vLIysLd~Tw~ z3V3(o5*F9n39*GMCjUu%FeUkNg%|kyjQjVr`(N{eHP6_uTp6)P-gA7k26*VW?KW0f zUb#JBo9}7}*Uy9_HUG+zeF;v{ggJ-FqW@3(6AjP zKNyDw;+3G6`~zexZMcEJ2`hU4Oc0N^{i*g~Vl1_@6dQ|?{-MDoMhuVDA7)(_=QQZ; z?9y@Gr4EQLm>1g{idtJ09wxGOx^>_&K0<>>|2rV3XvW@U39cci^UJ=7jDlT7+P3ih zggdUMF7O)}^gKdFjRf}=;^JCt4640;z;alZiqJ+zIh&ILyW<8bF<|{~viIm>L-0^f7OR-@+szf?F-QYhf1q&A0*^XefOO`{~{CARWgUjdEdv-tsTwEtOlkwx8 zrMg`Oro6wG_Pb~P=5^Sn+Fu*_X6yUjF|8f%z0H%6hJ}oDyMj&Qd8(-<`%zKlqq{Snl`e+HVP_83&z|jt=(ZowY$p z`zEra%~AMd$j0{`tX`)nd>mOJkEt(BF1@EcCV#O)M`qfAYn1lN_jMOhc?gx#tW@Kq z^E02cghSi0M_Sm%I`4$snNfxJD(O*!Y>5F?8Z~AjkUoVtD>-=JSdfaQZ74q{p1dAwE7RKb8QP}3&gxXOJ9RQoc*woVH&SOU7ON(GH< zALv!N6AMYVKMq?uH1qQ0t(@NK#U(VnJRCb(8BkuXtTnPI|3ucKIy1SWIfMWyy^CNCuB0O zGHDoH_}M7%fNkCP#CiU&@U&kNUBYL;+!wcbP!=Lrz*#03K&{?ZsZ|`B-NKhdL#aUT znW{SyJ7FnSl()SQ`ni6e=8`l?81mqHP-St1kHMVHa|1Vv&zPpLVZOP^u2D0WeCo&( z(f+!bd9hmjdEljtD#1y*@`h&|14m~TZ_?IJS!u#I$e!N%< zXYd(hSbP~WZkNu}sBd#-#(I>^*jfLN1v1bmJZPm^T7%7y7gbY=wzVFGWk2e7oVpFdFt@bTiR}%VekU2zJ7~s_`PH z@I*K!V8jF7gPfE+f&VorK}G$2Gzp62yf{rQYQ(5d3(50ylFG%QyGLlLEi%<_#X>dG zEp{KS3@5W_vEaV}q(LoFwFYS8A2THeOeqcW37zro>qHpALWZ(uCtY^uQ#Fd_^Q%e=W+jjeEY*1S~^8U{81r2 zrTVBV3LrkUK-WRJ18kRnY$1U$CrDn;6J%vnFvM6oZ5xBGHDlJ**hQ0k-u2b_3#eI@ z_nIlaG~lJepDFBXR^X0D#TPo@J!vD=i@X_YP+?wxA-(*a|zfFnecy^77IEZ&E+~iqLm9Z{J67Uss(ksPrKXF$xk3b2(DRd09xpa4L zwRKp#hS4 zKG^<}LFA8R&y~m5sm7ypt%OzZH~&&u~-Ys#;mwFE|~&>)mk)?`*-3Xcu1K8)GmpH-8CsM>Kc)G zpe-(_FK`~e1hJjB05xAs`p7OCm*%zSj1oPhR+(0dWYu}-)i&!koT5xQLbCqIAWlHpd!+-ML|jF4h5t^xxyt; zaeZ@MP^x)+i!ieynJdS;XDQLvkl|WzB;@h!tBnn{G+L1v``Xdua*S5-M}U3Ty}oWc z7w{KVa_bb?@IUkxi#DnUP)^Uxh!aSfG1m_XblrYuMm*NuxNc%2uA zb45G^g#PuO;Vve(S1>#&BXh8Z;!u&E@h7rZY(a3Wppq; zBYqP>C8=sJRhJrA!V5^IhVnrQl*{ZHYOBcvX>E+F~P|XRWJ>s ze!o4z5rZq~TeS@|Bz!22YC7!dVw)awbHze-R4=guW#5yZur_u!&#W#^G;kmmEa+Lc5R)mj`m*2jR# z>Q>5j8>CqIw^2aN(?t6c5>U2unfJZYOv0A^V%_GRrPqCfd1%%kr;pSXu7&iQEZCje zMQ6&3h~xNfrm9oJi+RzNZiX4#k zoaESB18h;K?6-b2h6k-YJXWNmkUB|Xw2x6xJ$1X@V1;dw2?eRHENglZXg6^TylBQ< z$KrQG-NX!#dfh2Fty)N~kNX@LTUgt;cOFze2w4v6 z3%jTpDTYc}6zxMOlg60Ngus}eUfJv4C3POOm6-Mt>Jl!HewgL-|8)9TrNp;rV`tI0 zS0rkHhdX(P#=>(K(|k3z9=yo3mYwN33DO`{{^YDy3^l;2+KgzC^GG&e$Y~Ex6m+w) z6dXk=wrx*rV+8TOa2(Z$UHqn>A(L67R&kZS;S{ zilcM73pft8aiYw10SoJ}j}(izo!sYw)e1Afc|~!lSX76GH>VYH_V|6pSCJ8#6SIn! z4+bzHOMNqJ34|<>*QSWLLF*|gTi>XczYw50a#=3V3D5tas9}{@cUP!5pS_%>19xO0 z_b@{|O3*RI9jM*K4iumKH1D9$$23rtq;LomUQUKzS6w-Je&j%GexNLbCa2#$9*wh_ zAV60e@Dk@9n>Q~)qkI!=gxO3HULs>X@B+BN3~AYTBQNODVoP3ejmo7oeYgn}c`_S4 z$EM%xI4Dh;8jP69^di<4sQ#_s_{R)|WNS4NuV~S`g>BdvJ8cMlMfS#x_KlWE4cl*q zPV3)-_CXURP;4?nyB)^)%*Gj37&7e`R)B!*>&%R(SZ?8ojSS zujQFS(?7V=B7w@U9xlaie0_TswAI!?CJp7?EIq8Crdz}Lw?<=ehaksX6{lX@`!J?- z_*Z?HY2$qK+Jy*)T{eXaz!lAnxB^!s^G&1E{_@Utu=#AoO4rlD*qEY-*s5()&AQ9u zXs+zm%|JgL)2rCS^jjD4L|QLNfU%PoF_k7~6;%T@l~O3L6qIBgJn9R( zp+@)}6SGAYFDm!T1;>~o9kS}Wt!Vx3mG_*@!)!v_3`<>O5c8Pk2v|imThYOwP5!r7HweUbyN`0nW_NxD; zHbr&jbu{p)&7q#P%vE$bs$Q0PJq47+Xz5o{=~g`JWj%2o{lPJV&8rVw^-EhoUdtqG z(hhw-CR9fJ_Lc0CnrNM}{`Q8o?jy9*Dair)5~dJ#@vi8WHAeF0%FwJ)B8z)EblxBB*5HzuEXMosc3wrzHmr3}V@UhHrgqSDFfTmkd+-qW0cjDD@& zrpyChIBaOR7zj39o6ZapYS8aSE)A`k)=H*lIq-jQDyyp5 z13GEU)Qh)0e{l5;7V1$yN-$}PJ8P_?J&g&RgklOSmm!fir(|)bx1x(v-RZ6G??e(r>Ja3AnTt!`VwAAVQT7iN~6g?EOc+TA(3&7UQ{eUg&g-a zMaR~5FnQ`mg+oT2;rmv;tmE%8mjfZ*8NG`O@g;$o+qU{vy$JOV!Iyti(*+W;9jLGc z&3FxbmU|_$jk8O;ET-!!%U+6eQ9rQ|Hmd^a<=?hz@aJ|_h!GV)c-$bQEm85;(?`z?%H9illUZbzwnhldTR8MV5r@o9dwiPqw6Uk?O!Lk%+D_N?X zet}79c-JY@ghl+_-SWnexX5Ql?on^Al}h$@1GnP)Bb?O*_mXAbBQ`Or-OM|pWIYIC z@WuZQL;sCtW4;*8;Wt^RWO{l2Ad$VB?f8|`RidzLQchAIqimU$0@tv{D}z2``-~!i zAYIF&^=JQ_Kv8uG-VJn`2WcwJ3b7k|D&0sj?V4_K@`(uEDR&=`zU-v(f}Bz!+{9MQ zMSMY_e2<+4dF65qmi&?%p{H`!sD8EM2UDND-5_K!Wvnt;J;5-7*_IWwV5h}WrCK@CYdbH)Ciyi6OK*xRYp z6#oI3#O4aspq9E4u&Ez>VfaWl?$zVT^2X#|dKs|{Kd0UbI9^R`_H4^R|MP9cb8<&N zRJ|0p@`}!|ixM$4rN8vR^z3yDYErFfSiGUOp5)H;7~UZr1&yC*a>>{4^sVdmbwUeC zXn3Wf@#IL11@b70o+Mq_sVXX08tixys1ot)gL@%;Ptq)CmNHM1*qS?2j1A-{Z@etm zVcn^>U-!X;&yFTs?WjBn!bD|5%v$UkQ@D~g(B@3?X26|zQ@B_plqSIO=h^ogZwl+{ zb{{GEjF4)yRz7gayyiQ6?uD*ZbhdWPZ0X1BvcO zwIOwD2QcoPW_9^CDWzx)y0G>S1u(Tm3ug6K z+CZE5%S3@HZ@)2|ra(x~%9>j=Jxh>Ya!e~Cw>jiVj91)js~A$cf?e=+%-2}P^{=xR z)2_LufXrPxV?4x<;Z5`F-Agg`R$XIGqq}fp-1Fh;KEBA9+}Jx6PO55^O0D}YuVVOU zbsRiZ7mNbBf}tuycU6CE`|%Gssf7DTWy)Y)pGlb72sFmg@#Vw*9Kg(sB&@c zu_yNh0Atj)AEnhwNe71}9~*S68WrEz;PW2n@tW}sN1+Qwiq8b@giHVMi%s;mWE< zP(Zo#$uz5|eLj#xth+Uum<~X8)q=bN!7t`qO>bUc=f+%z_eN zFSYJ2)4{td>hiv9G2{|MU1q2#lDkZ&q(6xS;PCbKM6UXD^ti#JE<|uICmoVqB#gz{ zchnU3q9<+bZ4X!}n9jL0uB$kedPkyof$GaYm4~dR@iY{lGLVs95-B|!7ZR(teqYk3 zh{kgc?Mu~4X^B9-wo59HDkwN$s_sr<*Hsde;KIxYTUh;ce}4}igu{nEGzqt4YJph{ zy5k%XYCghYDkoBKo=`U{GJiKA3d)bJvAm*OqZlIp*;^uhp_Oa1P6u;Bg8Q}HOpWC9 z)FYPLh2rYUO@@G#T}@ZJ;fYo$U%D?ldK^c5Mb*gU5nuJnOUt9WXNB+Z=YsF!1=}xc zmHL(;di*sn3!th^DMaB8XIdu@4(7-^Yp3rPJ+>H5=H7fN7G3bq`}knpTLwEA0caS? zGzidZ%B^R5dJCokd9&&j%teKzZZ*2VnAiCYrjH)*J%m79!xBSdE$cr!?0>MVdH-@b zt7Ag5TJNMdxgp;p#oOs=Zs_*@>!)zy;*?M|UrzSQgJ4h*JY%mcU@s!3;b~8_D|%|K7ZbPh zs!gd~t`+8b24}D%c{#!Wu$MXalykF`h2 zwM!9Eunok_)B$NRooy|_&_MEw(sD8Ny=+Q{e64%tRb2~LsD7Ni|)PPE0=a1LH?KNE#0&HtbCc`G{?)Bz)Hs+i8 zQzb{9bOyWdr=>17B&4b=9#CjzUH&s>ZAU2Hg_hHwj3SQ4w?2&|09W!)5tPmf8A3`b zELSCKI55ln$XdRT3dT`^d$z!3Z1nr9bIKYkhH<9oUg45Dk z5!U!=(p8bJ3A`=_Uy~qX;jW((d0IxLn$Cz=y}>jtn1xP838_txRVNpw*X0-Su8=x5 z;;6aDRVx(2Iy+rJmt^SuiFnxy*Lo0Lz}jH{Ync8&i_r&R#P~M9WG}FP$zH_dO#ld# z$wa-?$VJR$YF5k#_PeNs@WST#fT~_Bc7|A>)%FZXWO~n7Q=#TuUiJBHl{r~f*Nksc z++g>6_AFx+P<2EE|V+SrZMf`NGx515?af)B{S zaE6b@Q;(1$>!P>emgzF$3XKdMe-qM0fROLr^CANij+ejTQjr$R4# z<$sQfDX%p7h&K4%%+pSW^E&E$By^*+>0wEdj}Pf)mFE%|tPR~1&U5hEWwCBca|%#J zde?;!STQOIG!U}Ztk%}Nyoca$n5_#IrYWUHq@cFvrz!O5r$w8#a!!>XZJgWs7K%|( zzBjQ~uq%c-YpnyLs}QmkU2|VJdM&27100r??x@eZ-4mvFTH1dH*7ftoV+0u{NQ-d1*hhbn#eqPqx*`VS)m)F%7UZxuH}9Er+_P^CVAl5W!;*U z#kL=gtmAnqnu5Tq?n`RAb}_xPLv#UQ3)HB2!~ zj%7xeZK>*<^K6!!s!s+0bl?gX`>Ar%UVA`yONho8l z09SP5*MUB}PB0Z1o6}tDwdcyMEX&%NF)?wJb=&G$rPQX`K-S^ za0uyvn{iEM2leGn~i(cyWY+zwuxJgUECI{f3{`eGRPA>HN>1j?0B5mQc=&}T*AW2rr zk?TO?Fnu*n)##D1h|yA?xTnI0X}f`+Ctkgo62$$@r)is0g7e(>+Rw~c?x>Pq*<`SF z-qeL}BaeW%w)gPZ{)o07GI3Mt9>tRaNx-uwtv?m{6B&r?{<0ruhlsl3%7Wzc1x>f8 z>79MkDE#2lqx+xm7g&$=G{=p4DH*o?DOhM6{D3&N;39uyXHA!DGD%1;93MWuZzJ#P zr$p$-w&AHb+j|lIYKg$fe{&*P{f+IyBwJ8z7WAURd}(maTlycO%Ir(~H64OtxBn;! z3@1XZEB@UeK{%DwkgQ;yBEji@5G1qynd)QQ!H9|`(Q5GGStk6tHC1Kqe#xqE-ENbm z>zQP}VPP@OdOf}F)5MS7voqeMiWj?gPxSTKhLkGxVB!Z-ki$7>7xmA$xLI^_5fJd} z{^^x)JVJ2#PQe~CO8C+3%h0d63eW-Us(lT`;Z!Q`iWFqA7P{kqNFH7BPo};bhg(|C-#qhrtKveLl?v{JBfXFdlekM_cor)bj;S) z0KQ*X?{emTB=ILn>*Sz2X;*&J$9={s*=pnBsPXhbiFz`&Rr98V(1x<*d(gFB5?u=# zQt{0K2@Mb|Ce?!1r)cVRBd8|f^kfx%!GvCG8b3>YPq|NbrPb-_5DN}+rvCa0xd_y2 zj+#@kYRGAcN)l7ng#dS*8G8xr6F#ps2fzB$3m-bsp915GNj)E56{HXN$+j_sV!;fh zP=5ZlQ$9do$S_~wfEk(GyRNR$k@{%SZCGw&y17RrDX=3+h-S?1l$04+S=PuAJu~LL z=~bzwp~hFM6aTiT}PLf!0ZmRHs~m%H~aUkA05w859=B^D=7JTZFbz$A$h0 zvG3*VPljh)&mtHrC5b4v?a1n9W9rU(wT;2tAXql^^wgPORr%Q&4LaSKiT7BL*f1d?^= zIP2a&L9eJW5{K3w8;goUdPN}fHZHmfEi&vLteDgxd<{sY^x$p@FA%;;wnTx62v;;@ zS?kKa*Jkyc?-ENRWOqb!Z^9^LbW)Frd*$O*hL z`u&|BECiICl^Y5i!wz)&cB4eyGu>*Ly&J~_oYE~A;b>>y9q9d_N;#DZH`0$i$7yB8 zRQ>3lbq=ZoGb{i8Q1f`jiJDId?@8SQ?8@IhqaLuL*u3pOy(4Ii2l3i{90qq8-w2xU z6`m+Rc6FzkSa2-#K)bFcAt%F@&Jq!=V0HmN$X7n|sYlL;MrNsH^0m2i0`>5L15<bOi) zIiSIRJ^@1NBf#}F|E9i=JIN|kkU0u6q!V)_=ZFZtNx^CTJO+NjcU`tSzePl+&Hlv% z_lGQJIwJivLvn@ZOym?ztw<$SSxA_Uw5wFfG&BMX&>oqk2N=O5uC&?meBZU z=Z28dO}>^XuLy=vhE7Ypp!V4vKaNxA_JSI^*)m( zO_w29$e!zUx+VBqym4!PcB)g+IYS=qFBNXUpwys4@E;V)M_)y8id&R7#67-|GM7=f+G6R3yO|Gv#7t+_Ai-;! zO2_nj<#SMcBH#HY3j{4f&QOs?qdDXZxiP%3XIG-=d%AZJKAkLkwqfwd*v>+Ukx(f! zg|yYEC#3N#D%AyIqf(Q)`rzBfV}*}wK^!t~Oh&5p`=o0w5ovsVqVR%MrRA-%6u}uX z{!6c(!wTIOc~bKy-8N&aFABdtJ-N3}gOg(QdeLSQN(?nhNwE2L0<92TCdomH4(z_7 z`br&xQy`}AZB;T1CM9esu*{XLDT$p0zhzco+x9Rlt#to2>VtppV z7Is6g{+iNkQ8vcRX>UCL+E-kwE2%5MN|=SGFycr#$1Y3IoMlR>zM(o@)XGtb?iiS{Wk6-X zTA*50MirVdN$)=S#IGNu)Zt-MaeL)uH!>}Hsb%g>jIB9^P?bJ-R-3%8V)XnZJlEur z;Jb$fbPs0St;XZtq9<9~`#Qf~K&{yYG%Cg{AAfAHy9A#UWSIO)$Jp{BP1fVOUa#Bx zWX)5v)>;ORU`R*xC+TUzu|4l*x1Zz{HVZad6jF4;Lpf!%@?3O7ZVOwzUk|Y5R7TW3 z7GU(xCIC0lHxh947}nlHTcio3jI!5CULd~;j>aYJ-XCVy_Do(@kS{J?*SU-T{89w+ zBQbW`rs!+S;r@}1N<6EenP+Yv_*#r;R0ER`R_W^UIOv8?K5FRj%j^%+pENtpjc{&r zzR|j2Lh~DU3~IB<=@En&tZ9NH{o)HvRqiHx(9x)Wh5lusKolLLtr$ zbFV2}YT@O23#8%=TwWRt(~%SRl`6VyR0VwL382c6(Z+e)ev|#aRRiDk3Sp6sMS+UW z6Mclp_jG5sgN);E`ExSjdA#*=8PxfQnvTNVT~y^8>pDl|2RVI;CWP{~V^fpwW!M*~(hdZFj{@XS0bQ^)y5k4H{t}Tc!x>RMUQ2Ka0=3}Gp$_uwH zb_h>Lyb_%i-GrGy@rY2i;tuEHy~;U^4Xmlnnk)a-Y-9E#Dob=JT6436E(qgG_H$Xx z{HJGUz7~X9Ec`4zEqeIzhd=$L;KYNB8UHMTgJ%EUw^&XCyw}m33g0bOKV1_u*ONY} zIF=_G*Y9-;R9TYjAhnAXV2iA7SPb|+=ot}7w-kmLg@$?hb-7!y#_KJ)75ZHFUK)B6 zNLce&E8f(vHZFk(U;5dI&OdDQ%GXf(TS~HSU-Tudvu*Rh*}oN;)G9aHNwcpY8%(->MjhoiRiLfc)>uaJi{{*(jt<@ zzPn|*rdu*F-9;FU(pPf%>5Z;jaNn`;A-wepez^I$XK!=dr^u0NqC7q!h++MQmV8eJ zboDTo?qS>!C8v_oD$=!Q-*#ln>P8sP^vY#C-=KBi8%a=8fg_r>gEx!rx!Ps6>)-$Z z8#`bneZWpR-z@}Q5q2PT7*DX0RyKu@%)R351;PZum2_+QC5ut*(^csXoLVwEcXGlq}xI*YBd@+K;)&-sPQB{JXySzL#d~q@_;?2`ssi;-@uB)Q@X&D*gHAE?^Dij zMU)z`?;I_lawKF*Qq&wNYN=ia$CS8h9Ucd^fXk=;%1QMz_4b;7bfcT@VN##J_` zS#4MP4-HcGBmD}SeVfrs61nN!b(^FYZtCUQFewZRfI6-nn53J>13?p!)qChlbZJla zZXt<0W5YmnQ*$FWM8M33%})Py-hk-U%gy^)rCP#n-3Lc0#=8;A`$iT{9dvKhe$L?B zojLYLxXJLb*SR*_Q-yc=aAlA!;;v(nCLjPJy zDDeU!VbGP2i+8jA9VW_Lbn+PX^k8LMgea_S>sB1S>f)vpwE(eaV|W_(%P=UcO}Ad7 z`{tbcvG@M?lSicx_i^QyE>siT2R*4D9T*ly2~uKDdlUILHfY+1;-5lvTqs1BcP6a?1agx@=d+C7eAw&O&2Z)xfsx&l~YaFazGt~8czBN%#4 z?D$m>oYcBF8OkHZe?9Cf6qAlBn~_}8tpdBO4E>@60!M2^^}UJ7yaCS_KL1uP0h?Kd zS$}tO{~q~xl-&aLvG##FEIa{KBV+i{ykz^(hiTvy*BQZLB-hkE#v|LOPSF|rBFAN5 z5d*23t#2KAyu7KHB_hgSi<@@Zvo(LplSLrMP_t6NLWMND<=s24&$)c4posE6UrhZL zw?ed$$<}_%^Uy~kYTbIVYg*_ul_p5hIkw2f2_u?Fc9H?GQ`!a8$ z`LQua>Y-$cI=VDP#0tHjb?iT!nbvY)$WsfI`EU}#=`SZ@!x6pV)a`E?flj8l&+p^G zcvdE}B0N#7FF97L9u+l`ex&F;=X|#%P9c|SSy9EmRxty~zfZM$l2(CG*1b|elmn>A z3Y{mdKs?oHz+}x8hE9-+HoJJ&EXKDBH`oWoE`kqhpY85=jWD2r>DH7s7BOYshk0`o z#x=4`?W+rJbUd14nXAlJX(X9|*ShliCOSPffV~|S8bC?-%Ua`;<)2A zc+$t;JBqX!gC0%SzC%t7okT0Q13yx-!%ex?X>>|Dy$gknkZ`6yc%`0W^YE`{kE;d* zD)wN?6-&(EUkTBr_pBJ@1&pTJ2NIA)Hh>@SKTZezgFns7Us^JrP4CZo#=AEuL1+9SSv5xx$dsYPrI zGmifkVVF?>qn)$gYkp^tu1Z&y7X z(f5un3Oo<)@Y zPkcmsoJ$vK&O(0Xx-9w@dTKL*8t)9zs}qSiu2=ngwxPz)Ic|l%_nWG`81{I$U=@!XhrSKbO$2`$dwO*`rx?{Pr zCp2wT7qC9y{CUIa5h9Gc)HVrHaD|?XjY78D2MhB71{DRJ5iT22O^Vy*>g2t(9H&AN zE4Oy3FSqq`rxdG33?uLomXV5Z@s(4Je#ENt0k;;&xc&70_Gs%q;o+ZJL2Ql5A?q@B zQE}zZ&yo(B;a|0VYlEMBN>GWe*X5=n&4i#rAWy85bqz@HQZ=Y%z<6K<0U+6{cD4e9vzN-w+ z;6%n(EpNL8O4aXqM)o9ng=b{pgUA8%_z0G7+M3EpS}YzQ(E9BfIi}l-R~xAux>@|R zzk%q@qw=_rH_IT*p4xem3K&Wc4=Ywo@3o9j@%ySp^{e_woLm@o2xAgj?h!KYVP->3DbdvLQib(S zIJ-VVb@sOr)%~*91e@yNm?+Zpeu%5^M`pP@MzA_~6{YDjAHX&0 z-$Ud>am$NE2AbOb(@aV~jhUx11T@LAqH8x2hWsgA1++T1#Tq%xfxYZ{ap0cm0%Of~ z;G~9>tcn|#(+F1=b;}mMKL-VplWDy|&OYSo)!E9f zKj$5VCJ8@8JKwDjyOvXUvXjFSP>|hzxKw1^HzJ%Y0)Y8i!=jZrTi#5+9#i%Z6tjTUu==R z5vzr4AsW8<=HdH8Z~MUv!G0KCYxv0fcY`$EC)-u5#G-n#V}uUvKdWxrBD+^@sb1{j zTE3b?)?={(vsMN=UjEH?a?&EGv^fK(?mk~5@Dz?+RPy4aK zW;LX7;9^?eG`H^*^NBM;;!3;1u83-(96$}RKJcz0MHPl?s#YeRey^Ca@^%-!+amf} z)N#~b0NKTSSPoPRqY z7!wpStsp+!-Ojla3X!c`^F25H%T30LcAH-z0j6Gi}B?u?bDc!sV zi9>2n?{O?l1b#vlh}ihEZY4Ba6Np=ULar*cbLhpIe0i7R9`e2rLrprPDSemXTdCq3 z76%@=J(#^2`-E#|!{iuQw7_+s%y5IyVzR$jO z!!r_z8-*6`I8DFViVnc%Ha>Ej+`$1e6+fkZtyu$DGoJG`JLqws=3pBkj#Ap)ic4q zo;DO#hU45b#i?*p@+qSC789#xnFk*O_AUPxGwz9=hLw$g6n^q4> zw|hGhby&C^O6w7fgGGP!p=j-QxsvyWR7bl6nQyNe3N&3!Nf9*4Mt7VXRx_1POf{U| z36ysVnEM=cZ>q_7mG6{kq1Rd=_|_Fox)qTJ-Y3rYEGlGs_Dy;=+|#$3g=81qKtqcS zl%V%S<3@a@%X0i24Pk)o(nHhmO+~q`0JQvPE(-J3jIdjr`#DnIsp?4q)nS+y5j|{m z$}bo3{GP9`$Rc(c2KiosLjzm8PVqZ?mawqCT^#DkXxHI|mkrf0?^{+$)}6$r>k9mA zXUwbjO>j=xv7;@#oKk%9r50Uu`Wu)`KP(=7{mGTs6>{Nu>F;=_$;x3m8-Xg#Lu2a7 z@*g?jw&rh?g|x^-uA?FkY8Aq4pOOYPb+}JS?LXk}q%)GYjOHN>XVGdmMm2jZZd=fE z>D>N$`=hc)x_EqGlRC4+H7Pdjr&hVH?KgE2UPU_4D(ojeQLibE3qwQY_94l7%Y-_o z{Np2>xtkJ@F*)G_FVgz*18!|_6Z_DP=-+}EW?7lN!kYC_NbNM;d z@85V3e!@3kW$05PUl8%weYN)rlezJH30HE3xxhU)LhF7X{^)kuq?>)Ehw0B3PS)r4 zUKlEFT!vW6^emY?c{k{3^OTBzuQL7NS%L2{Pb7*asL4qhxC#%!CFBs#xYb*hDqI?F z)#%mIWlDLGvV9Xa zZv$X(v~=AfMPKy8aMz1nOrjV$oSsA1=z)}YD<{%px|c?N+Pc=I$2V<6)9t0ti01s@ zbXV&cL}<5?cR|@6zz1ijXsNBh-`=sh>vBlX-wVBXdy@~%r3-J4P%x?wnR~$>JB3y= z?X`tG#F;8quy4GkuCiztN$6FtsZ!ZeDlc~X)7;n*QU5`o&;jfyE;;2qbF4=oob(y# zA9#J=m->xt256J8!~FZBkM(y)M(^``wT|A!`bIIt3XbqOwq*Obrv?|P{ACdnuNXPF z#9dYDGU?X4nARDx2a#*CxcBtyw?ldIO1Y9+)tCd(5Uu-n7}pt|B1Yw>xHIQBmYNQELJ%`t?9L-g@XJ6l1r`6iS$AD3VhzGq`ObM6E2B}AfW4#=;yWOgqu0N zG^Wn3d?IElC=xekd3)e}m-|DmbGokY$xN2gjY4d!h6hLe?Ht-4-tNCe~4y8<)rp+)*sz?RM*zOG=`0J8n5OZ z@jKF4jEV7nNL@(81m&Q-q`!OhE;sIiI}rhQMx4l_uNyX+)~JJ_1?IWxqdDI9k0`C{ zWHfe?knAGlt4Nf*Be$>v27|42U+wqlk6dhdM^hFZF6g`(#5?7r747Ev)L$|^wd?fK z2={BtLoPlG^YD}^$65kKQ&L0Tot_x7eb-X*OV*IQk|i7gsudv(L`Od=!_Xn3+JCVM zPR(M$j2~?NG`iKtUQV)b8hIeert`JyddxAOFt}VYX9wB;WxEtSO5XAZ15o7T74@|j z-=k4!ArXc0KO^oq$}h}%D)j2AMJ@{J-nSWr7yMj3F9w}H|LSi$HCgkiL7kZGrdoHr zH1d^~FBhzDcKy?|CQ&4_Fpe_ctvvck7>emumm6{BHcy00X3s9CXh}Og6Bta57G;Pu z6Ya-N3$-xw_xx?4*nf&C!`FM;t^1MDY;RJ6vOLyHn#ALErQhol=hkl{{be^DfH0e< zmOqA{h_7VG=Nk)*4M-Jg$shOEWJ-SXx_GX_4b*v}4U77XbA;g%pZBfNowR{VI7kva^2@_?v@5*4F@$gYSU@|OQ;gqgr!}03A*C?scXEWmX^7_u##1ys4ABA{UDSFC3`7Z8cG>(Ozry;!v|0%Q ztaIei1QRe-L9lrsAkhdZdpaUNKkZ?HrZ3~bW|y3*eeCsDvmsx~MuEtkCi|yY#@LXBi)kwpZ)wZ}Q}{)q=(y1; zZFAjkl>*=ifv?)DDBkc^PE17U9VPNgpA3gM$BMMlbfgd%*^9jr%*li<(44vFcYmUH(W z^-;nkPq2X(%9%#}qgm@G*C*1uw=}Tri?|G-n6T=grCYwHPq6UyjX2ylf!Pakjmvm< zt!ryI=*3sSRoN9$x|WX6n35u5zPEaPtO9YCi?%FJb1mzT=6%HWp2?D0QA^Hze?P(O^~>2a#l>%_!PgX-U-f6er0x>8@O${sC}qso z8whK#+C{@Zfv62=jy+I!IFg6nnt&!8IX2Up`_&Gf^81O!kh&UUM^wYNS}XENX|B&F z)aBu%#0a&e2&xP{e#W-_P2`0^B-~>MN=Df!XmD1%KyO(hO#OXLZibdRIpJrAV8c@B zLp3dU7h=7^TWnrAeem^M%qR)B)bJTCrCfc(tqTdh(-*KjKaVH;1(;!#+EQZkG%!afV?7%vmsa1b%XSg+rJA@G; z?|Xxf7Zn-0@{fM1xTx=}KW-q1nCj*2-_b;liuci=&&(W}c)vpr%aK18mEy`T^gU@S zQ2*gse{_#0$Ad>NzA`J@LIicqXo&0eiK#|&UZ$?uX(CO0D8Co9!=YUM4_CfC9a4^3 z3=I-9*TW%9SpWK<+b&f{`H*|*J8}ekDhsQPQGxVR>UJDAFZ}{<`eI~sEpQD7- zzjmV)x$tb&|6u;E9g+xM=}{VacKim&!o3>v-45Tzm|O)I10Td}$@c=*sg|1Vhkx=- ze?s~yXf5;uPaZtq#ROHq;5JYe!NS^U#>88WG?#6G5Y)dAi(iQ0pUmwqFbrT@Aa2Fe z{ZI;R_Pt%?iOFbw!CauKgoWj4^q=xRvQ}NG{-Z~+E13rS)og{etv`3&^ZL(jF@u;#>l|XyMv35l zsrfgG`a4JiFf{+rK=C}jD-r$83w_Bn)em z850-&0i?3jz{wkhBgD`6s%8tbxTrB{{kJh#XiEwxf_@H95#$)|1fW&y`Fh`(l)9iL z`lsJFn=j-7^Qh1QGR=}sFoRM;!=oFf_fOn||Gi|%4J z^ob$ye{LwiEj#Mq$Ne#FEvhTNhJJX)3quHX%|L9ZTs?q|~d%^hmQ|HsKZK0Hwly53T=L!a^@dc`P7mp~P)T#dHv? zV(4rC$D07#$wl_9UH?q0Iw`LV{Tn5C@s0CS>#P1Nru}tlG21)jU9d@h!*@e^{Vl34 zfR2Bz*cqhy@BYXCCcdE{`bpZ1;jmz~Fm{i@3&7o9h|e$BpO5bE>o-kD`z}blmQaAB zW{?TIH}o6kmVVd#(=7!kutq(+##wBykl{L~^RmbcI8uiV|NSih1qZO%2KZBr*^87P zzs=idB&;IAePD+F_ou6f?Pb!b?@wjQsX}=MFt?uqb6C&{M%yu{w^w@n;n0u z*5%w9{95c)zsrAtFyDDI1Avq6PjU4By|xNme5{vsMgN%;{6F4?}L;P!QRlpRYpLaf1VU^S@jJ^^M{R5n8Y5$h69&z!Z$8 zD%L6OKOgQ@Mx@rkOUuwtyl3kSz!Cj~pBu*I{9l3hzY%`TYB;d?SXgMD|6*gdsL$(z z3LU(mD4S4TCKYrk+gztQ4Lk3LtjdCCIkFa95lt!TV-w2gshEB?29EgUxQB5>)gHc# z``-7*_NPr&*V`peU3m{%2`ni<}=>a_+u4m z|J#H9GPvXb#Sh}!%>?*!61>SDcIO6_?AeIQA-~_4Xv9pW-&kepryoNz;e~5znPwTqy5rI+h3U>@G3MM)?Uz>({i|2WgeDSXxZb$L(5kDj;yaw$wIK19Ej)t~ zFI)r2ls=T*AA3g6cv~esP$aQW*komjm(HKD-^=%AT^lDAVdickL9E+(xyN3^j^u6>K7ppd2)846bBYBNC6Rp4& zme63e{Jr%zTCeZK6H&8S4&4^98J_lJ_g(lS!wEhdph;H)JEX_mU-wS=|A;$sSIk68 z<0v&IOS%$)TesD6ZbDW?{#qmHXi$7Ve+@fsrxdTA8H4`^j1-XHphB5Z@88LO^69zn zjB@X-9m}O|T8VM1jxR#78*);4D2uqvGZ{9yW5>IhiDnO{ZM=1%0Ll1Ye}xtI#m6PD zh}NGnj~Fe6UVcL*i1UwC*0UKo)4QTy7#n>Tq}p36tJBdC1CiDj!gDK|b8_`BRjmhz z8YlPdV9MS@$svC<@>;Ml<=ivk{^u$&+D*=@>%U_Z0!2vpB}Vpv-K^+AFPKlt z%WwI+{tym?TGr;rk`#O|(|hZJO%|J?8=Y!w?*(<@nWm*GvhJN4Lit0`rc{MZkFPy{*exZNJi zm4|cqINdYTci2{TpuhSKJ3lR&#(iNnU;AcVZ$UnaY9b3{%^w&CGbpCjz+El>wYUry z{^717Gd$&Rc-l);W5>@*(9_c_v??IJi_yqtttA|H-d1Q7G2e4naAScH$|`p#T`5fu zrMGatjaM^hqqDgW0D}K&2y{FkuD>T9qx*)sqhnDWAPV!pN!ECkdg4I;;@t)3yCg8B zOh4G|%Ob1A&W&6dR5a?QyP2TEN0{kChib@j5mns7GY3(JZ1-BC<|=Fr26Uh%nlPR| z#~bIbXK(#)%iGpL-_U z&!%@7^F+Jzs+igd?yo||AMGD8<@P&y(13_Y%6ihb={oc@<3?ANeFmefiae}ZvhSno z1C!pBfeKNc2-2A`eMI5m=A{%}Pq&+O9@?O=$p3x9rSkq+#8lpjv=>C-i)zF{_Veu$ zKEU5>OLA`O#`XSk@N))T8Er=io8PV)#ws(UhpW}QGV)=jLv-6lpo6E#b-CS1p8^iw zk!as?za{A&4UfCy^Jd*(k^EGTU(k7-r^HBM4oNs0l20|%oC2lE1{&z|?M8JsQv0vN^US+CSt*b5~B3{Al@pZp@8MFEbiV zc8b*40q3-T+>F5(I~OI=Uy(b+9;=-{_B_YP;UWIZV>=q`L9sDZ9N%-ge|MZK6SlP2 z?)KaIMAMS_`!F(eq15Qz-Z?~{x{7Wbh z?fd_=cjf;#GPL}$+1nfE>CA2=sJ@dXSR2?q(AT-<~SSu-88L-0&OnPc#}60;1;gt&n`j zblX2VkSPG;+*)kO?~85rkHwZ+uX4pDv5sOME{q1#yicX@O;kUU_}_n{Scc30{*|Em z13c^XHEl)K|G|11FK&dQ-^5$jcPwLEk4jXYmXakuUh$>b8dW#$foTQ+!Ubn zN&qGRpl8mstFGLVBe9Jj-Vw4&QAqnD4>ZOiJ->^Zaz`Ls$FW=MqNZla|K?EH3PwB|(03NW}-I2oHTb~S#eofD2CCjc0?9bC#_{iWSy$s|)L>4eA;o~+d7{lr5bNEEGJjCxKcM$LT(2&!qDF?e9 zN&FBl;lc35PZ53jfBLB#gg-86?cs2vxSJY(K6hZpKXRx(!1j86Ij8rS&SeDzYpS`4 zkKiE;uQq9Cxz{F(H*Rgaun@y4_)`7p>vmlmo-*I-Mt;N0O{=KS0pDI_mTXy{wNWtI-S$OdUcz!Pk486&+MI@XtZI&m$}4Jisl3|LpVR;NLbMl_CE6RSzs(Bm0F#-jLW!Dp#=ng)|YC-r&sF+EOyJ=FRp-IUY& zur*Os%!-=PJOc>2^29u5P#8Ngy{6@3byND&tmsgu`mOF>EFvxjwb9Q=`O;W&XHD&} zzVG5WCm2!H?Y1aoc;Jxm&GJqHX%ga@!+=6zXE|tRNIU?MbL@(1iE>~;Wwt#e9%i0B z>`yQv!%U$0B>;j^sw%q#gj3Z3e1V_-KO^zqW4mOsNnxj)VaXw=G@ATHw zVwr;tk!A`cJ+=?|*j}4A&?V~3_Cxnt;umSn(kbqAP{B9qvnmtC6J0h8*3ZVG|FrE14r7 z`sakzE)msHxqf5yqG?_L+|erb4s1SoY8_mj$MZK}Rx!R-)fW?rEYj&?OzVua*gWsK zwH{L=+jnMvVTf0Wjh*f~bT+YMeImq&WK?gTzj&LwdYyK$J|r?MdyE;5G)$mlU*7da zeiUTX_*?9v#;+QtV1D(zRmR@? zw>wm>z!zuBMBeqfRR?ck5>~o@k;l^}rgPibfl=jJSAfe+IYdT^dYS6C1wzWRVUho~ zOqn=SG5d857xN{#X87SKkjYY44m7j0R00K}_PJ+SL+ULa# z4ulxR&>sA;SaWuryH=IbqEaTkmO2F^H!1a}@&+*H2W?!Y{7$j^MgdqXr*7YprJ{%k z)_|1)q_v3@?B}mtc5g@%RRi(k)olH2)?(<4=xNNfAgRn9Yw7A$Pb-LJ5;m2(de2#+wWxZ1?O*(RqZcoGq1I?epy$YFiT>- z`0|IWWt%t*3f^3yEwem|dcppR}<`?vaT7Va>) z*?rn0iv^4dd8Puyu`{58`isj&@kAI#Jely2p^PTocIgl+j(Vkuy27-3_7= zJKquu^)eEwI`#Vn;76~#oini3ztUFlV78ms0Aq|z=D?V-DKbT{l2E_n2n3a zCacu3&d|qr;=&5f{z+y1_dg=GKBuP zed4W@$MdLr{kfoc`#P#5SAqq|@)GGEC$9{_pZ#qU$F0COm*8u4Hb1AoGli6xPKHRY zx=;AKzBtRc2rC=8GzC1DP%269N)#29igtmmET=sX1&GSJpQ1?a9f_hlM4ESK8uQ^1 zSciM~+ujG)H!i5d6!LbhxHU77byP=|?d36{RmAqM@C%J?+W4djXSYl zza5`0(sirfi{PvQoPy0fgR!jC&B5;!cG|qPgCt?E@R==YJHRog=MX(Q-?9~wX2GL2 zE*(9Selu|B?bYJ5W!n`s)>C7{-1JvQg7-Oef4Bo0{4OtAMn*7ZKD_DJoND&REszPM zcc${3R^%L6uAjy5KF;`jJw!BBvR{&ARZeAwlTg~&=A0;_g@^Qhu%B&+@FQ$+U-1Fx&RxoXcpUCZ zoKL7Z)%^Lu3S#;uU9dO#v`+0;$Rn?2#&twEQ&k|Dc<%jg-DjA4ADbyH0w8l3H%yw* zz3qpo^I?NW-;FzP6jU6$%A{eNqG$S3q`{E^0V>8WFr!CCh7pWl0Mx-wOQCRzT|MkT zDaowucX7PZr3W+W&*#3`89n2jD%S|h*K|n@!p=2K84&S$UkULEyN1mpQQSv|CRqN& z&s~zol4I>&6)phY=$iVxV{eNWr?B03d~G*iDXq&g!+3ru&=OLZ zD2B&lWLB{y9@t+reIU2gM}rCEgupb@-D-~6CkW;ZnPEAoUp42vbp^G=AU{9_>X%_k zZ-L6ChoTkbw0=y?`pxW;*4bS9A#Fn_Sx2E0o7_$gQLc2+ZuUc3C5zp zQWI388${MhT)6Wz0#xfca#xpN=KNb1RW&X>m+}!Dmc89Aad2u-w--N>v7$vdLuE5< z=f(Bvcg;wnhXj_qyZX zlL9O&sMi>NG6dBgXXft5F+(rTJppllXcX@u-G*Mo0HQDWO2}rLvOq0WIw!+Cy;9&w z-AV(7wF)=L##qQBA_TTbUm%Jw>#-qI#T21G0bT9xKQTw5br20ho@i%kA|fg%!jJt{ zTjJZiT-vTk*v4S%GH@M8*Grb@bH4L$j@<3@pce#T+ZQZ^e80W|M)pDRz99hfU|l^T z5Ru6%kSAMEq+juwKsh&{IFGBdXX8Y#)t`JedPZSrFw}j%b%tg8jC^kme7*%qxg?y3m z`ORiP9L7o!(w$m7Je83hXgSA1Rp%eU!p{cD33Z_>fS+hFD3b zuuOB+u}+DT98ehJVa9<0@}FhoLM-a*CjjRQ<~j%^-L=LVSPuuLEoNpObI-9GiQ+ee z81+pB{i+Fg1F(Bif80IR)2LYpBVIB z?*asO^?Vb1bt8y@Bv2b##re|37wy#XIbWUj2!U;t zivG$fG*nV>YK)fX0>$r<$fHy*RH6%jCVE%He4aarD^hBXl0CZ+C=O(nME4nOLr@XX zgzH*ssU9o1HwVQ4(*5-xH$b#g!->;?K#>PNu1b$%v-tDE8bwjRKFT-}w;#RNSw-7z zzW8v>8LGx%w63#C)nps>Ed8cSw{iSZLe9Pg2a6iS1&%RnqVXzUC1&|! z_OgHFt;-Xg+8$vB<4H~jNq#R{?|UxHY3g&=0ljPaA~Hlo*VONJ3wkiO^`J&JdM;E) zJC0Q5?aRe#N+!8u;pDeCu>O0w^F;L)5ns4hJByQuSspS~B{pc7{_1SPPM8cZ^)l7! zovRx~;}nk?niTIq7b!zy`i^2!dvlr-oobU^F)u&jf%fUbPH-WgLq^?omw@7H9X9ce zJ$s!;VDO~1D#KrY>NC$CSyHoh+MC`vJ}%6C^PnqDrtc7#VvPtn9iCQ6i>)0CI#@?_ zxf%f|9&?=R^!msXU_4}j;D=M>2NTFaR}jTlhm;eAcL?mr>vGKg82Vs2im%nLu@Y+J z|7?o&yq2=CV56MoPT`>znnQWh!Jo!o>T~b^ak(=foM|g7_clb*-|J@3Vn*d1^->R| zw@=bBGCzzd?3cDo`Q>Kz_>-NWV+Ov9x1A#U&+rKvE!*XO{i5*mZ@eUjU)2 zBv{amP`eZ2x5gt1RylTc%^e2L7T|QnebDv$-HTc7$#-HB5zNgiK~ZK0nD%Sd6GEqqCE4_pSl@S?IeMsA=v zD*;5wIorfqFD;q`YU&pKb{_7Hw_U>M9ME)(3pLW-;~r32W>>8mZ0U$;yKF>|qL{Aq zGE9UU8bB)o!1dKcJi8a44P9ZXZcLvu8(rjBoqzElvcxcww~OqW#uy1@jU+s2h-ls-=mRoc}c2moi)mqqyxnkz{; z{Ao#;VAxr`k>^h0uU1p`#hKL5;`T7%i0ZB!&;djG+syuVna3=JQ5l2wIDyO!rLhXY zw~8hI@MQes+TC&zeSdA%>^{{?FX#|_PdRgd%A5L47oe! zti_`s-6AQd&X7SQOJoCLs!dPyt?)fw(0R#Ot+&-aw3^dWZm+-1_+a z#XHD$-~h6X%KIHbgpok^4=6X_@VzHMoM3k(=bI8(cD6U=GK}{?&#%XX*gErR);5JN za`T!UR#mOJM~|lYy=5CHuce+38mQ`;wB_pgkh-TTZNY8VrLwA>&-{QS;b%&1_9YQ7iv zPi*R0j?Z6A>fF}M8&U$h!>_)ncy$p^G5P-bMx69k3I{lyTaV)|Jg)Vh58o|D^!Gph fkG-Kay189>dh`P literal 0 HcmV?d00001 From ed9105e0b6dc4e108be8223fec3443e2c83637df Mon Sep 17 00:00:00 2001 From: Kamal Choudhary Date: Sun, 14 Nov 2021 13:13:15 -0500 Subject: [PATCH 6/7] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 65b3f369..e6ef97d1 100644 --- a/README.md +++ b/README.md @@ -127,6 +127,7 @@ Web-app A basic web-app is for direct-prediction available at [JARVIS-ALIGNN app](https://jarvis.nist.gov/jalignn/) +![JARVIS-ALIGNN](https://github.com/usnistgov/alignn/blob/develop/alignn/tex/jalignn.PNG) Notes: 1) If you are using GPUs, make sure you have a compatible dgl-cuda version installed, for example: dgl-cu101 or dgl-cu111. From d4f8c08804cd570eb81cd3f152933112bad1bcec Mon Sep 17 00:00:00 2001 From: Kamal Choudhary Date: Sun, 14 Nov 2021 13:21:19 -0500 Subject: [PATCH 7/7] Update README.md --- README.md | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index e6ef97d1..9d0787b3 100644 --- a/README.md +++ b/README.md @@ -81,7 +81,7 @@ Examples --------- #### Dataset -Users can keep their structure files in `POSCAR`, `.cif`, or `.xyz` files in a directory. In the examples below we will use POSCAR format files. In the same directory, there should be an `id_prop.csv` file. +Users can keep their structure files in `POSCAR`, `.cif`, `.xyz` or `.pdb` files in a directory. In the examples below we will use POSCAR format files. In the same directory, there should be an `id_prop.csv` file. In this directory, `id_prop.csv`, the filenames, and correponding target values are kept in `comma separated values (csv) format`. @@ -114,14 +114,25 @@ An example is given below for training formation energy per atom, bandgap and to python alignn/scripts/train_folder.py --root_dir "alignn/examples/sample_data_multi_prop" --config "alignn/examples/sample_data/config_example.json" --output_dir=temp ``` #### Automated model training -Users can try training using multiple example scripts to run multiple dataset (such as JARVIS-DFT, Materials project, QM9_JCTC etc.). Look into the [alignn/scripts'](https://github.com/usnistgov/alignn/tree/main/alignn/scripts) folder. This is done primarily to make the trainings more automated rather than making folder/ csv files etc. -These scripts automatically download datasets from [Databases](https://jarvis-tools.readthedocs.io/en/master/databases.html) in [jarvis-tools] (https://github.com/usnistgov/jarvis) package and train several models. Make sure you specify your specific queuing system details in the scripts. +Users can try training using multiple example scripts to run multiple dataset (such as JARVIS-DFT, Materials project, QM9_JCTC etc.). Look into the [alignn/scripts/train_*.py](https://github.com/usnistgov/alignn/tree/main/alignn/scripts) folder. This is done primarily to make the trainings more automated rather than making folder/ csv files etc. +These scripts automatically download datasets from [Databases in jarvis-tools](https://jarvis-tools.readthedocs.io/en/master/databases.html) and train several models. Make sure you specify your specific queuing system details in the scripts. Using pretrained models ------------------------- All the trained models are distributed on [figshare](https://figshare.com/projects/ALIGNN_models/126478) and this [pretrained.py script](https://github.com/usnistgov/alignn/blob/develop/alignn/pretrained.py) can be applied to use them. +A brief help section is shown using: + +``` +python alignn/pretrained.py -h +``` +An example of prediction formation energy per atom using JARVIS-DFT dataset trained model is shown below: + +``` +python alignn/pretrained.py --model_name jv_formation_energy_peratom_alignn --file_format poscar --file_path alignn/examples/sample_data/POSCAR-JVASP-10.vasp +``` + Web-app ------------