From 8089c934aa89d635e7a3439ecbbc693a2e03ad33 Mon Sep 17 00:00:00 2001 From: Tony Bagnall Date: Mon, 16 Dec 2024 19:41:10 +1100 Subject: [PATCH] [ENH] remove aeon bound and Transformers notebook (#101) * remove aeon bound * notebook * notebook * notebook * notebook * tests * notebook * import * rocket * tests * tests * tests * tests * formatting * notebook * notebook * notebook * BP test --- aeon_neuro/datasets/__init__.py | 9 + .../datasets/_single_problem_loaders.py | 160 +++++++++ .../{ => datasets}/data/Blink/Blink.gif | Bin aeon_neuro/{ => datasets}/data/Blink/Blink.ts | 0 .../{ => datasets}/data/Blink/Blink.txt | 0 .../{ => datasets}/data/Blink/Blink_TEST.ts | 0 .../{ => datasets}/data/Blink/Blink_TRAIN.ts | 0 .../data/EyesOpenShut/EyesOpenShut.txt | 0 .../data/EyesOpenShut/EyesOpenShut_TEST.ts | 0 .../data/EyesOpenShut/EyesOpenShut_TRAIN.ts | 0 .../data/FingerMovements/FingerMovements.txt | 0 .../FingerMovements/FingerMovements_TEST.ts | 0 .../FingerMovements/FingerMovements_TRAIN.ts | 0 .../HandMovementDirection.txt | 0 .../HandMovementDirection_TEST.ts | 0 .../HandMovementDirection_TRAIN.ts | 0 .../KDD_Example/KDD_MTSC/KDD_MTSC_TEST.ts | 59 ++++ .../KDD_Example/KDD_MTSC/KDD_MTSC_TRAIN.ts | 59 ++++ .../data/KDD_Example/KDD_Example_TEST.ts} | 0 .../data/KDD_Example/KDD_Example_TRAIN.ts} | 0 .../KDD_Example}/KDD_UTSC/KDD_UTSC_TEST.ts | 0 .../KDD_Example}/KDD_UTSC/KDD_UTSC_TRAIN.ts | 0 .../SelfRegulationSCP1/SelfRegulationSCP1.txt | 0 .../SelfRegulationSCP1_TEST.ts | 0 .../SelfRegulationSCP1_TRAIN.ts | 0 .../SelfRegulationSCP2/SelfRegulationSCP2.txt | 0 .../SelfRegulationSCP2_TEST.ts | 0 .../SelfRegulationSCP2_TRAIN.ts | 0 aeon_neuro/{ => datasets}/data/__init__.py | 0 .../{ => datasets}/data/auxiliary/Blink.json | 0 .../data/auxiliary/EyesOpenShut.json | 0 .../data/auxiliary/FaceDetection.json | 0 .../data/auxiliary/FingerMovements.json | 0 .../data/auxiliary/HandMovementDirection.json | 0 .../data/auxiliary/MotorImagery.json | 0 .../data/auxiliary/SelfRegulationSCP1.json | 0 .../data/auxiliary/SelfRegulationSCP2.json | 0 aeon_neuro/{data => datasets}/load_bids.py | 0 aeon_neuro/transformations/__init__.py | 11 - .../transformations/collection/__init__.py | 9 + .../{ => collection}/_downsample.py | 0 .../collection/tests/__init__.py | 1 + .../{ => collection}/tests/test_downsample.py | 2 +- aeon_neuro/transformations/series/__init__.py | 10 + .../{ => series}/_bandpower.py | 50 +-- .../transformations/{ => series}/_epoching.py | 0 .../transformations/series/tests/__init__.py | 1 + .../{ => series}/tests/test_bandpower.py | 28 +- .../{ => series}/tests/test_epoching.py | 4 +- aeon_neuro/transformations/tests/__init__.py | 1 - examples/classification.ipynb | 290 ---------------- examples/data_loading.ipynb | 206 ++++-------- examples/dummy_notebook.ipynb | 51 --- examples/transformers.ipynb | 309 ++++++++++++++++++ pyproject.toml | 2 +- 55 files changed, 723 insertions(+), 539 deletions(-) create mode 100644 aeon_neuro/datasets/__init__.py create mode 100644 aeon_neuro/datasets/_single_problem_loaders.py rename aeon_neuro/{ => datasets}/data/Blink/Blink.gif (100%) rename aeon_neuro/{ => datasets}/data/Blink/Blink.ts (100%) rename aeon_neuro/{ => datasets}/data/Blink/Blink.txt (100%) rename aeon_neuro/{ => datasets}/data/Blink/Blink_TEST.ts (100%) rename aeon_neuro/{ => datasets}/data/Blink/Blink_TRAIN.ts (100%) rename aeon_neuro/{ => datasets}/data/EyesOpenShut/EyesOpenShut.txt (100%) rename aeon_neuro/{ => datasets}/data/EyesOpenShut/EyesOpenShut_TEST.ts (100%) rename aeon_neuro/{ => datasets}/data/EyesOpenShut/EyesOpenShut_TRAIN.ts (100%) rename aeon_neuro/{ => datasets}/data/FingerMovements/FingerMovements.txt (100%) rename aeon_neuro/{ => datasets}/data/FingerMovements/FingerMovements_TEST.ts (100%) rename aeon_neuro/{ => datasets}/data/FingerMovements/FingerMovements_TRAIN.ts (100%) rename aeon_neuro/{ => datasets}/data/HandMovementDirection/HandMovementDirection.txt (100%) rename aeon_neuro/{ => datasets}/data/HandMovementDirection/HandMovementDirection_TEST.ts (100%) rename aeon_neuro/{ => datasets}/data/HandMovementDirection/HandMovementDirection_TRAIN.ts (100%) create mode 100644 aeon_neuro/datasets/data/KDD_Example/KDD_Example/KDD_MTSC/KDD_MTSC_TEST.ts create mode 100644 aeon_neuro/datasets/data/KDD_Example/KDD_Example/KDD_MTSC/KDD_MTSC_TRAIN.ts rename aeon_neuro/{data/KDD_Examples/KDD_MTSC/KDD_MTSC_TEST.ts => datasets/data/KDD_Example/KDD_Example_TEST.ts} (100%) rename aeon_neuro/{data/KDD_Examples/KDD_MTSC/KDD_MTSC_TRAIN.ts => datasets/data/KDD_Example/KDD_Example_TRAIN.ts} (100%) rename aeon_neuro/{data/KDD_Examples => datasets/data/KDD_Example}/KDD_UTSC/KDD_UTSC_TEST.ts (100%) rename aeon_neuro/{data/KDD_Examples => datasets/data/KDD_Example}/KDD_UTSC/KDD_UTSC_TRAIN.ts (100%) rename aeon_neuro/{ => datasets}/data/SelfRegulationSCP1/SelfRegulationSCP1.txt (100%) rename aeon_neuro/{ => datasets}/data/SelfRegulationSCP1/SelfRegulationSCP1_TEST.ts (100%) rename aeon_neuro/{ => datasets}/data/SelfRegulationSCP1/SelfRegulationSCP1_TRAIN.ts (100%) rename aeon_neuro/{ => datasets}/data/SelfRegulationSCP2/SelfRegulationSCP2.txt (100%) rename aeon_neuro/{ => datasets}/data/SelfRegulationSCP2/SelfRegulationSCP2_TEST.ts (100%) rename aeon_neuro/{ => datasets}/data/SelfRegulationSCP2/SelfRegulationSCP2_TRAIN.ts (100%) rename aeon_neuro/{ => datasets}/data/__init__.py (100%) rename aeon_neuro/{ => datasets}/data/auxiliary/Blink.json (100%) rename aeon_neuro/{ => datasets}/data/auxiliary/EyesOpenShut.json (100%) rename aeon_neuro/{ => datasets}/data/auxiliary/FaceDetection.json (100%) rename aeon_neuro/{ => datasets}/data/auxiliary/FingerMovements.json (100%) rename aeon_neuro/{ => datasets}/data/auxiliary/HandMovementDirection.json (100%) rename aeon_neuro/{ => datasets}/data/auxiliary/MotorImagery.json (100%) rename aeon_neuro/{ => datasets}/data/auxiliary/SelfRegulationSCP1.json (100%) rename aeon_neuro/{ => datasets}/data/auxiliary/SelfRegulationSCP2.json (100%) rename aeon_neuro/{data => datasets}/load_bids.py (100%) rename aeon_neuro/transformations/{ => collection}/_downsample.py (100%) create mode 100644 aeon_neuro/transformations/collection/tests/__init__.py rename aeon_neuro/transformations/{ => collection}/tests/test_downsample.py (97%) create mode 100644 aeon_neuro/transformations/series/__init__.py rename aeon_neuro/transformations/{ => series}/_bandpower.py (83%) rename aeon_neuro/transformations/{ => series}/_epoching.py (100%) create mode 100644 aeon_neuro/transformations/series/tests/__init__.py rename aeon_neuro/transformations/{ => series}/tests/test_bandpower.py (78%) rename aeon_neuro/transformations/{ => series}/tests/test_epoching.py (92%) delete mode 100644 aeon_neuro/transformations/tests/__init__.py delete mode 100644 examples/classification.ipynb delete mode 100644 examples/dummy_notebook.ipynb create mode 100644 examples/transformers.ipynb diff --git a/aeon_neuro/datasets/__init__.py b/aeon_neuro/datasets/__init__.py new file mode 100644 index 0000000..40bc4bb --- /dev/null +++ b/aeon_neuro/datasets/__init__.py @@ -0,0 +1,9 @@ +"""Utilities for loading datasets.""" + +__maintainer__ = ["TonyBagnall"] +__all__ = ["load_kdd_example", "load_kdd_full_example"] + +from aeon_neuro.datasets._single_problem_loaders import ( + load_kdd_example, + load_kdd_full_example, +) diff --git a/aeon_neuro/datasets/_single_problem_loaders.py b/aeon_neuro/datasets/_single_problem_loaders.py new file mode 100644 index 0000000..671438d --- /dev/null +++ b/aeon_neuro/datasets/_single_problem_loaders.py @@ -0,0 +1,160 @@ +"""Utilities for loading datasets.""" + +__maintainer__ = ["TonyBagnall"] +__all__ = ["load_kdd_example"] + +import mne +import numpy as np +from aeon.datasets import load_classification + + +def load_kdd_example(split=None, return_metadata=False): + """Load the preprocessed EEG KDD dataset used in the 2024 SIGKDD Tutorial. + + On time series classification and regression. Slides and code [are available] + (https://github.com/aeon-toolkit/aeon-tutorials/tree/main/KDD-2024). + + The full dataset is loadable directly from the BIDS files using + ``load_kdd_full``. This data contains four channels and is downsampled to 100 + time points. + + + Parameters + ---------- + split: None or one of "TRAIN", "TEST", default=None + Whether to load the train or test instances of the problem. By default it + loads both train and test instances into a single array. + + Raises + ------ + ValueError is raised if the data cannot be stored in the requested return_type. + + Returns + ------- + X: np.ndarray + Collection of EEG recordings. + y: np.ndarray + The class labels for each EEG in X. + + Notes + ----- + Number of time points: 100 + Number of channels: 4 + Train cases: 20 + Test cases: 20 + Number of classes: 2 ("task", "rest") + Details: TBC + """ + return load_classification( + extract_path="data/KDD_Example/KDD_Example/", + name="KDD_MTSC", + split=split, + return_metadata=return_metadata, + ) + + +def load_kdd_full_example(split=None, verbose=False): + """Load data and format to classification problem. + + Toy EEG recorded by Aiden Rushbrooke and stored in BIDS format to use as an example + for the aeon_neuro package. Loads the data, pre-processes, segments into instances. + + Parameters + ---------- + path : str + Relative path to the directory "example_raw_eeg". + + Returns + ------- + X_train : np.ndarray + First 20 recordings of shape (240,32,1000) + time series classification and regression. Slides and code [are available] + (https://github.com/aeon-toolkit/aeon-tutorials/tree/main/KDD-2024). + + Parameters + ---------- + split: None or one of "TRAIN", "TEST", default=None + Whether to load the train or test instances of the problem. By default it + loads both train and test instances into a single array. + + Raises + ------ + ValueError is raised if the data cannot be stored in the requested return_type. + + Returns + ------- + X: np.ndarray + shape (n_cases, X, X) + y: np.ndarray + 1D array of length XX or 300. The class labels for each time series instance + in X. + + Notes + ----- + Number of time points: 150 + Number of channels: + Train cases: X + Test cases: X + Number of classes: X + Details: TBC + """ + data_path = "../../example_raw_eeg/basic_classification_task" + tasks = ["task", "rest"] + runs = ["01", "02", "03", "04", "05", "06"] + + X = [] + y = [] + + # Load each data file from BIDS format + for task in tasks: + for run in runs: + raw = mne.io.read_raw_brainvision( + data_path + + "/sub-01/ses-01/eeg/sub-01_ses-01_task-" + + task + + "_run-" + + run + + "_eeg.vhdr", + verbose=verbose, + ) + raw.load_data(verbose=verbose) + raw.drop_channels(["ACC_X", "ACC_Y", "ACC_Z", "DeviceTrigger"]) + raw = raw.copy().filter(l_freq=0.5, h_freq=100, verbose=verbose) + if task == "task": + for trial in raw.annotations: + trial_data = raw.copy().crop( + tmin=trial["onset"] - 0.2, tmax=trial["onset"] + 0.800 + ) + data = trial_data.get_data() + X.append(data[:, :1000]) + y.append("task") + else: + for timepoint in np.arange(30, 90, 1.5): + trial_data = raw.copy().crop(tmin=timepoint, tmax=timepoint + 1) + data = trial_data.get_data() + X.append(data[:, :1000]) + y.append("rest") + + X_train, X_test = [], [] + y_train, y_test = [], [] + n_instances, _, _ = np.shape(X) + subject_instances = int(n_instances / 40) + + # Reformat data into a classification problem + for i in range(subject_instances): + for j in range(40): + loc = i * 40 + j + if j < 20: + X_train.append(X[loc]) + y_train.append(y[loc]) + else: + X_test.append(X[loc]) + y_test.append(y[loc]) + + X_train, X_test = np.array(X_train), np.array(X_test) + y_train, y_test = np.array(y_train), np.array(y_test) + if split == "TRAIN": + return X_train, y_train + elif split == "TEST": + return X_test, y_test + return np.concatenate((X_train, X_test), axis=0), np.concatenate((y_train, y_test)) diff --git a/aeon_neuro/data/Blink/Blink.gif b/aeon_neuro/datasets/data/Blink/Blink.gif similarity index 100% rename from aeon_neuro/data/Blink/Blink.gif rename to aeon_neuro/datasets/data/Blink/Blink.gif diff --git a/aeon_neuro/data/Blink/Blink.ts b/aeon_neuro/datasets/data/Blink/Blink.ts similarity index 100% rename from aeon_neuro/data/Blink/Blink.ts rename to aeon_neuro/datasets/data/Blink/Blink.ts diff --git a/aeon_neuro/data/Blink/Blink.txt b/aeon_neuro/datasets/data/Blink/Blink.txt similarity index 100% rename from aeon_neuro/data/Blink/Blink.txt rename to aeon_neuro/datasets/data/Blink/Blink.txt diff --git a/aeon_neuro/data/Blink/Blink_TEST.ts b/aeon_neuro/datasets/data/Blink/Blink_TEST.ts similarity index 100% rename from aeon_neuro/data/Blink/Blink_TEST.ts rename to aeon_neuro/datasets/data/Blink/Blink_TEST.ts diff --git a/aeon_neuro/data/Blink/Blink_TRAIN.ts b/aeon_neuro/datasets/data/Blink/Blink_TRAIN.ts similarity index 100% rename from aeon_neuro/data/Blink/Blink_TRAIN.ts rename to aeon_neuro/datasets/data/Blink/Blink_TRAIN.ts diff --git a/aeon_neuro/data/EyesOpenShut/EyesOpenShut.txt b/aeon_neuro/datasets/data/EyesOpenShut/EyesOpenShut.txt similarity index 100% rename from aeon_neuro/data/EyesOpenShut/EyesOpenShut.txt rename to aeon_neuro/datasets/data/EyesOpenShut/EyesOpenShut.txt diff --git a/aeon_neuro/data/EyesOpenShut/EyesOpenShut_TEST.ts b/aeon_neuro/datasets/data/EyesOpenShut/EyesOpenShut_TEST.ts similarity index 100% rename from aeon_neuro/data/EyesOpenShut/EyesOpenShut_TEST.ts rename to aeon_neuro/datasets/data/EyesOpenShut/EyesOpenShut_TEST.ts diff --git a/aeon_neuro/data/EyesOpenShut/EyesOpenShut_TRAIN.ts b/aeon_neuro/datasets/data/EyesOpenShut/EyesOpenShut_TRAIN.ts similarity index 100% rename from aeon_neuro/data/EyesOpenShut/EyesOpenShut_TRAIN.ts rename to aeon_neuro/datasets/data/EyesOpenShut/EyesOpenShut_TRAIN.ts diff --git a/aeon_neuro/data/FingerMovements/FingerMovements.txt b/aeon_neuro/datasets/data/FingerMovements/FingerMovements.txt similarity index 100% rename from aeon_neuro/data/FingerMovements/FingerMovements.txt rename to aeon_neuro/datasets/data/FingerMovements/FingerMovements.txt diff --git a/aeon_neuro/data/FingerMovements/FingerMovements_TEST.ts b/aeon_neuro/datasets/data/FingerMovements/FingerMovements_TEST.ts similarity index 100% rename from aeon_neuro/data/FingerMovements/FingerMovements_TEST.ts rename to aeon_neuro/datasets/data/FingerMovements/FingerMovements_TEST.ts diff --git a/aeon_neuro/data/FingerMovements/FingerMovements_TRAIN.ts b/aeon_neuro/datasets/data/FingerMovements/FingerMovements_TRAIN.ts similarity index 100% rename from aeon_neuro/data/FingerMovements/FingerMovements_TRAIN.ts rename to aeon_neuro/datasets/data/FingerMovements/FingerMovements_TRAIN.ts diff --git a/aeon_neuro/data/HandMovementDirection/HandMovementDirection.txt b/aeon_neuro/datasets/data/HandMovementDirection/HandMovementDirection.txt similarity index 100% rename from aeon_neuro/data/HandMovementDirection/HandMovementDirection.txt rename to aeon_neuro/datasets/data/HandMovementDirection/HandMovementDirection.txt diff --git a/aeon_neuro/data/HandMovementDirection/HandMovementDirection_TEST.ts b/aeon_neuro/datasets/data/HandMovementDirection/HandMovementDirection_TEST.ts similarity index 100% rename from aeon_neuro/data/HandMovementDirection/HandMovementDirection_TEST.ts rename to aeon_neuro/datasets/data/HandMovementDirection/HandMovementDirection_TEST.ts diff --git a/aeon_neuro/data/HandMovementDirection/HandMovementDirection_TRAIN.ts b/aeon_neuro/datasets/data/HandMovementDirection/HandMovementDirection_TRAIN.ts similarity index 100% rename from aeon_neuro/data/HandMovementDirection/HandMovementDirection_TRAIN.ts rename to aeon_neuro/datasets/data/HandMovementDirection/HandMovementDirection_TRAIN.ts diff --git a/aeon_neuro/datasets/data/KDD_Example/KDD_Example/KDD_MTSC/KDD_MTSC_TEST.ts b/aeon_neuro/datasets/data/KDD_Example/KDD_Example/KDD_MTSC/KDD_MTSC_TEST.ts new file mode 100644 index 0000000..c66872f --- /dev/null +++ b/aeon_neuro/datasets/data/KDD_Example/KDD_Example/KDD_MTSC/KDD_MTSC_TEST.ts @@ -0,0 +1,59 @@ +# Example toy EEG problem for demonstration of aeon classifiers at the +# KDD hands on tutorial in 2024. The data was collected by Aiden +# Rushbrooke as part of his PhD. He is the single subject, each case is +# a repetition of the task. The problem is to predict if Aiden is +# raising his hands (class task) or not (class rest).The original data +# is stored in BIDS format and is available in raw format in the aeon- +# neuro repo in directory example_raw_eeg. The original data is sampled +# at 112.5 Hz on 32 EEG channels and consists of 480 cases. The +# formatted data has train and test size(40,4,100), for multivariate +# (channels are [14 21 15 10]) and (40,1,100) for univariate (channel +# 14). We do this to make examples run faster. Details on the formatting +# process are in the notebook data_loading.ipynb. +@problemName KDD_MTSC_TEST.ts +@timestamps false +@univariate false +@equalLength true +@seriesLength 100 +@classLabel true rest task +@data 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diff --git a/aeon_neuro/datasets/data/KDD_Example/KDD_Example/KDD_MTSC/KDD_MTSC_TRAIN.ts b/aeon_neuro/datasets/data/KDD_Example/KDD_Example/KDD_MTSC/KDD_MTSC_TRAIN.ts new file mode 100644 index 0000000..e2087ce --- /dev/null +++ b/aeon_neuro/datasets/data/KDD_Example/KDD_Example/KDD_MTSC/KDD_MTSC_TRAIN.ts @@ -0,0 +1,59 @@ +# Example toy EEG problem for demonstration of aeon classifiers at the +# KDD hands on tutorial in 2024. The data was collected by Aiden +# Rushbrooke as part of his PhD. He is the single subject, each case is +# a repetition of the task. The problem is to predict if Aiden is +# raising his hands (class task) or not (class rest).The original data +# is stored in BIDS format and is available in raw format in the aeon- +# neuro repo in directory example_raw_eeg. The original data is sampled +# at 112.5 Hz on 32 EEG channels and consists of 480 cases. The +# formatted data has train and test size(40,4,100), for multivariate +# (channels are [14 21 15 10]) and (40,1,100) for univariate (channel +# 14). We do this to make examples run faster. Details on the formatting +# process are in the notebook data_loading.ipynb. +@problemName KDD_MTSC_TRAIN.ts +@timestamps false +@univariate false +@equalLength true +@seriesLength 100 +@classLabel true rest task +@data 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diff --git a/aeon_neuro/data/KDD_Examples/KDD_MTSC/KDD_MTSC_TEST.ts b/aeon_neuro/datasets/data/KDD_Example/KDD_Example_TEST.ts similarity index 100% rename from aeon_neuro/data/KDD_Examples/KDD_MTSC/KDD_MTSC_TEST.ts rename to aeon_neuro/datasets/data/KDD_Example/KDD_Example_TEST.ts diff --git a/aeon_neuro/data/KDD_Examples/KDD_MTSC/KDD_MTSC_TRAIN.ts b/aeon_neuro/datasets/data/KDD_Example/KDD_Example_TRAIN.ts similarity index 100% rename from aeon_neuro/data/KDD_Examples/KDD_MTSC/KDD_MTSC_TRAIN.ts rename to aeon_neuro/datasets/data/KDD_Example/KDD_Example_TRAIN.ts diff --git a/aeon_neuro/data/KDD_Examples/KDD_UTSC/KDD_UTSC_TEST.ts b/aeon_neuro/datasets/data/KDD_Example/KDD_UTSC/KDD_UTSC_TEST.ts similarity index 100% rename from aeon_neuro/data/KDD_Examples/KDD_UTSC/KDD_UTSC_TEST.ts rename to aeon_neuro/datasets/data/KDD_Example/KDD_UTSC/KDD_UTSC_TEST.ts diff --git a/aeon_neuro/data/KDD_Examples/KDD_UTSC/KDD_UTSC_TRAIN.ts b/aeon_neuro/datasets/data/KDD_Example/KDD_UTSC/KDD_UTSC_TRAIN.ts similarity index 100% rename from aeon_neuro/data/KDD_Examples/KDD_UTSC/KDD_UTSC_TRAIN.ts rename to aeon_neuro/datasets/data/KDD_Example/KDD_UTSC/KDD_UTSC_TRAIN.ts diff --git a/aeon_neuro/data/SelfRegulationSCP1/SelfRegulationSCP1.txt b/aeon_neuro/datasets/data/SelfRegulationSCP1/SelfRegulationSCP1.txt similarity index 100% rename from aeon_neuro/data/SelfRegulationSCP1/SelfRegulationSCP1.txt rename to aeon_neuro/datasets/data/SelfRegulationSCP1/SelfRegulationSCP1.txt diff --git a/aeon_neuro/data/SelfRegulationSCP1/SelfRegulationSCP1_TEST.ts b/aeon_neuro/datasets/data/SelfRegulationSCP1/SelfRegulationSCP1_TEST.ts similarity index 100% rename from aeon_neuro/data/SelfRegulationSCP1/SelfRegulationSCP1_TEST.ts rename to aeon_neuro/datasets/data/SelfRegulationSCP1/SelfRegulationSCP1_TEST.ts diff --git a/aeon_neuro/data/SelfRegulationSCP1/SelfRegulationSCP1_TRAIN.ts b/aeon_neuro/datasets/data/SelfRegulationSCP1/SelfRegulationSCP1_TRAIN.ts similarity index 100% rename from aeon_neuro/data/SelfRegulationSCP1/SelfRegulationSCP1_TRAIN.ts rename to aeon_neuro/datasets/data/SelfRegulationSCP1/SelfRegulationSCP1_TRAIN.ts diff --git a/aeon_neuro/data/SelfRegulationSCP2/SelfRegulationSCP2.txt b/aeon_neuro/datasets/data/SelfRegulationSCP2/SelfRegulationSCP2.txt similarity index 100% rename from aeon_neuro/data/SelfRegulationSCP2/SelfRegulationSCP2.txt rename to aeon_neuro/datasets/data/SelfRegulationSCP2/SelfRegulationSCP2.txt diff --git a/aeon_neuro/data/SelfRegulationSCP2/SelfRegulationSCP2_TEST.ts b/aeon_neuro/datasets/data/SelfRegulationSCP2/SelfRegulationSCP2_TEST.ts similarity index 100% rename from aeon_neuro/data/SelfRegulationSCP2/SelfRegulationSCP2_TEST.ts rename to aeon_neuro/datasets/data/SelfRegulationSCP2/SelfRegulationSCP2_TEST.ts diff --git a/aeon_neuro/data/SelfRegulationSCP2/SelfRegulationSCP2_TRAIN.ts b/aeon_neuro/datasets/data/SelfRegulationSCP2/SelfRegulationSCP2_TRAIN.ts similarity index 100% rename from aeon_neuro/data/SelfRegulationSCP2/SelfRegulationSCP2_TRAIN.ts rename to aeon_neuro/datasets/data/SelfRegulationSCP2/SelfRegulationSCP2_TRAIN.ts diff --git a/aeon_neuro/data/__init__.py b/aeon_neuro/datasets/data/__init__.py similarity index 100% rename from aeon_neuro/data/__init__.py rename to aeon_neuro/datasets/data/__init__.py diff --git a/aeon_neuro/data/auxiliary/Blink.json b/aeon_neuro/datasets/data/auxiliary/Blink.json similarity index 100% rename from aeon_neuro/data/auxiliary/Blink.json rename to aeon_neuro/datasets/data/auxiliary/Blink.json diff --git a/aeon_neuro/data/auxiliary/EyesOpenShut.json b/aeon_neuro/datasets/data/auxiliary/EyesOpenShut.json similarity index 100% rename from aeon_neuro/data/auxiliary/EyesOpenShut.json rename to aeon_neuro/datasets/data/auxiliary/EyesOpenShut.json diff --git a/aeon_neuro/data/auxiliary/FaceDetection.json b/aeon_neuro/datasets/data/auxiliary/FaceDetection.json similarity index 100% rename from aeon_neuro/data/auxiliary/FaceDetection.json rename to aeon_neuro/datasets/data/auxiliary/FaceDetection.json diff --git a/aeon_neuro/data/auxiliary/FingerMovements.json b/aeon_neuro/datasets/data/auxiliary/FingerMovements.json similarity index 100% rename from aeon_neuro/data/auxiliary/FingerMovements.json rename to aeon_neuro/datasets/data/auxiliary/FingerMovements.json diff --git a/aeon_neuro/data/auxiliary/HandMovementDirection.json b/aeon_neuro/datasets/data/auxiliary/HandMovementDirection.json similarity index 100% rename from aeon_neuro/data/auxiliary/HandMovementDirection.json rename to aeon_neuro/datasets/data/auxiliary/HandMovementDirection.json diff --git a/aeon_neuro/data/auxiliary/MotorImagery.json b/aeon_neuro/datasets/data/auxiliary/MotorImagery.json similarity index 100% rename from aeon_neuro/data/auxiliary/MotorImagery.json rename to aeon_neuro/datasets/data/auxiliary/MotorImagery.json diff --git a/aeon_neuro/data/auxiliary/SelfRegulationSCP1.json b/aeon_neuro/datasets/data/auxiliary/SelfRegulationSCP1.json similarity index 100% rename from aeon_neuro/data/auxiliary/SelfRegulationSCP1.json rename to aeon_neuro/datasets/data/auxiliary/SelfRegulationSCP1.json diff --git a/aeon_neuro/data/auxiliary/SelfRegulationSCP2.json b/aeon_neuro/datasets/data/auxiliary/SelfRegulationSCP2.json similarity index 100% rename from aeon_neuro/data/auxiliary/SelfRegulationSCP2.json rename to aeon_neuro/datasets/data/auxiliary/SelfRegulationSCP2.json diff --git a/aeon_neuro/data/load_bids.py b/aeon_neuro/datasets/load_bids.py similarity index 100% rename from aeon_neuro/data/load_bids.py rename to aeon_neuro/datasets/load_bids.py diff --git a/aeon_neuro/transformations/__init__.py b/aeon_neuro/transformations/__init__.py index df8cb2d..ce8f47d 100644 --- a/aeon_neuro/transformations/__init__.py +++ b/aeon_neuro/transformations/__init__.py @@ -1,12 +1 @@ """EEG related transformations.""" - -__all__ = [ - "BandPowerSeriesTransformer", - "EpochSeriesTransformer", - "DownsampleCollectionTransformer", -] - - -from aeon_neuro.transformations._bandpower import BandPowerSeriesTransformer -from aeon_neuro.transformations._downsample import DownsampleCollectionTransformer -from aeon_neuro.transformations._epoching import EpochSeriesTransformer diff --git a/aeon_neuro/transformations/collection/__init__.py b/aeon_neuro/transformations/collection/__init__.py index 0fdf91c..c7ba0c7 100644 --- a/aeon_neuro/transformations/collection/__init__.py +++ b/aeon_neuro/transformations/collection/__init__.py @@ -1 +1,10 @@ """Collection transformers.""" + +__all__ = [ + "DownsampleCollectionTransformer", +] + + +from aeon_neuro.transformations.collection._downsample import ( + DownsampleCollectionTransformer, +) diff --git a/aeon_neuro/transformations/_downsample.py b/aeon_neuro/transformations/collection/_downsample.py similarity index 100% rename from aeon_neuro/transformations/_downsample.py rename to aeon_neuro/transformations/collection/_downsample.py diff --git a/aeon_neuro/transformations/collection/tests/__init__.py b/aeon_neuro/transformations/collection/tests/__init__.py new file mode 100644 index 0000000..d420712 --- /dev/null +++ b/aeon_neuro/transformations/collection/tests/__init__.py @@ -0,0 +1 @@ +"""Tests.""" diff --git a/aeon_neuro/transformations/tests/test_downsample.py b/aeon_neuro/transformations/collection/tests/test_downsample.py similarity index 97% rename from aeon_neuro/transformations/tests/test_downsample.py rename to aeon_neuro/transformations/collection/tests/test_downsample.py index 5724f25..748f6af 100644 --- a/aeon_neuro/transformations/tests/test_downsample.py +++ b/aeon_neuro/transformations/collection/tests/test_downsample.py @@ -3,7 +3,7 @@ import numpy as np import pytest -from aeon_neuro.transformations import DownsampleCollectionTransformer +from aeon_neuro.transformations.collection import DownsampleCollectionTransformer # list of 2D numpy arrays, unequal lengths X = [ diff --git a/aeon_neuro/transformations/series/__init__.py b/aeon_neuro/transformations/series/__init__.py new file mode 100644 index 0000000..734f27e --- /dev/null +++ b/aeon_neuro/transformations/series/__init__.py @@ -0,0 +1,10 @@ +"""Init file.""" + +__all__ = [ + "BandPowerSeriesTransformer", + "EpochSeriesTransformer", +] + + +from aeon_neuro.transformations.series._bandpower import BandPowerSeriesTransformer +from aeon_neuro.transformations.series._epoching import EpochSeriesTransformer diff --git a/aeon_neuro/transformations/_bandpower.py b/aeon_neuro/transformations/series/_bandpower.py similarity index 83% rename from aeon_neuro/transformations/_bandpower.py rename to aeon_neuro/transformations/series/_bandpower.py index cf37e96..9f79634 100644 --- a/aeon_neuro/transformations/_bandpower.py +++ b/aeon_neuro/transformations/series/_bandpower.py @@ -14,9 +14,13 @@ class BandPowerSeriesTransformer(BaseSeriesTransformer): EEG signals occupy the frequency range of 0 - 60Hz, which is roughly divided into five constituent physiological EEG sub bands: - δ (0 - 4Hz), θ (4 - 7Hz), α (8 - 12Hz), β (13 - 30Hz), and γ (30 - 60Hz). - Power within each frequency band is estimated over time using windowed FFTs, - then averaged across channels. + delta (δ): 0 - 4Hz, theta (θ): 4 - 7Hz, alpha (α): 8 - 12Hz, beta (β): 13 - 30Hz + and gamma (γ): 30 - 60Hz. + Power within each frequency band is estimated over time using windowed FFTs + + The transformer uses psd_array_welch from MNE to calculate power spectral + densities for each window for the given sampling frequency. Band powers are then + found through summing over band widths and channels. Parameters ---------- @@ -42,6 +46,7 @@ class BandPowerSeriesTransformer(BaseSeriesTransformer): If `sfreq` is too low to capture the highest frequency band. If `window_size` is too small to capture the lowest frequency band. If `stride` is not between 1 and `window_size`. + """ _tags = { @@ -66,28 +71,13 @@ def __init__( relative=True, n_jobs=1, ): - super().__init__(axis=1) # (n_channels, n_timepoints) - - # checks - nyquist_freq = 2 * self.FREQ_BANDS["gamma"][1] - if sfreq < nyquist_freq: - raise ValueError(f"sfreq must be at least {nyquist_freq} Hz.") - - min_n = sfreq // 2 - if window_size < min_n: - raise ValueError(f"window_size must be at least {min_n} for lowest freqs.") - - if stride is None: - stride = window_size - elif not (1 <= stride <= window_size): - raise ValueError(f"stride must be between 1 and {window_size}.") - self.sfreq = sfreq self.window_size = window_size self.window_function = window_function self.stride = stride self.relative = relative - self.n_jobs = check_n_jobs(n_jobs) + self.n_jobs = n_jobs + super().__init__(axis=1) # (n_channels, n_timepoints) def _transform(self, X, y=None): """Transform the input series to extract band power series. @@ -104,7 +94,23 @@ def _transform(self, X, y=None): np.ndarray of shape (5_bands, (n_timepoints - window_size) // stride + 1) Power within δ, θ, α, β, and γ bands over time. """ - n_overlap = self.window_size - self.stride + # checks + n_jobs = check_n_jobs(self.n_jobs) + nyquist_freq = 2 * self.FREQ_BANDS["gamma"][1] + if self.sfreq < nyquist_freq: + raise ValueError(f"sfreq must be at least {nyquist_freq} Hz.") + + min_n = self.sfreq // 2 + if self.window_size < min_n: + raise ValueError(f"window_size must be at least {min_n} for lowest freqs.") + + stride = self.stride + if self.stride is None: + stride = self.window_size + elif not (1 <= stride <= self.window_size): + raise ValueError(f"stride must be between 1 and {self.window_size}.") + + n_overlap = self.window_size - stride # next power of 2, for FFT efficiency n_fft = int(2 ** np.ceil(np.log2(self.window_size))) powers, freqs = psd_array_welch( @@ -115,7 +121,7 @@ def _transform(self, X, y=None): n_fft=n_fft, n_overlap=n_overlap, n_per_seg=self.window_size, - n_jobs=self.n_jobs, + n_jobs=n_jobs, average=None, window=self.window_function, verbose="error", diff --git a/aeon_neuro/transformations/_epoching.py b/aeon_neuro/transformations/series/_epoching.py similarity index 100% rename from aeon_neuro/transformations/_epoching.py rename to aeon_neuro/transformations/series/_epoching.py diff --git a/aeon_neuro/transformations/series/tests/__init__.py b/aeon_neuro/transformations/series/tests/__init__.py new file mode 100644 index 0000000..d420712 --- /dev/null +++ b/aeon_neuro/transformations/series/tests/__init__.py @@ -0,0 +1 @@ +"""Tests.""" diff --git a/aeon_neuro/transformations/tests/test_bandpower.py b/aeon_neuro/transformations/series/tests/test_bandpower.py similarity index 78% rename from aeon_neuro/transformations/tests/test_bandpower.py rename to aeon_neuro/transformations/series/tests/test_bandpower.py index 80d65b8..bf7d86e 100644 --- a/aeon_neuro/transformations/tests/test_bandpower.py +++ b/aeon_neuro/transformations/series/tests/test_bandpower.py @@ -3,23 +3,17 @@ import numpy as np import pytest -from aeon_neuro.transformations import BandPowerSeriesTransformer +from aeon_neuro.transformations.series import BandPowerSeriesTransformer # set paramaters, assuming X ~ iid = flat PSD n_channels, n_timepoints, window_size, stride = 3, 30000, 1024, 100 n_windows = (n_timepoints - window_size) // stride + 1 -@pytest.fixture -def sim_X(): - """Simulate X ~ iid = flat PSD.""" - rng = np.random.default_rng(seed=0) - return rng.standard_normal(size=(n_channels, n_timepoints)) # axis=1 - - -def test_transform(sim_X): +def test_transform(): """Test BandPowerSeriesTransformer.""" - X = sim_X + rng = np.random.default_rng(seed=0) + X = rng.standard_normal(size=(n_channels, n_timepoints)) # axis=1 transformer = BandPowerSeriesTransformer( sfreq=256, window_size=window_size, stride=stride, relative=True ) @@ -54,16 +48,18 @@ def test_transform_nyquist(): transformer.fit_transform(X) with pytest.raises(ValueError, match="sfreq must be at least .* Hz."): - BandPowerSeriesTransformer(sfreq=119) + bp = BandPowerSeriesTransformer(sfreq=119) + bp.fit_transform(X) with pytest.raises( ValueError, match="window_size must be at least .* for lowest freqs.", ): - BandPowerSeriesTransformer(sfreq=120, window_size=59) - + bp = BandPowerSeriesTransformer(sfreq=120, window_size=59) + bp.fit_transform(X) with pytest.raises(ValueError, match="stride must be between 1 and .*"): - BandPowerSeriesTransformer(window_size=100, stride=101) - + bp = BandPowerSeriesTransformer(window_size=100, stride=101) + bp.fit_transform(X) with pytest.raises(ValueError, match="stride must be between 1 and .*"): - BandPowerSeriesTransformer(window_size=100, stride=0) + bp = BandPowerSeriesTransformer(window_size=100, stride=0) + bp.fit_transform(X) diff --git a/aeon_neuro/transformations/tests/test_epoching.py b/aeon_neuro/transformations/series/tests/test_epoching.py similarity index 92% rename from aeon_neuro/transformations/tests/test_epoching.py rename to aeon_neuro/transformations/series/tests/test_epoching.py index 9939840..a4c7d0b 100644 --- a/aeon_neuro/transformations/tests/test_epoching.py +++ b/aeon_neuro/transformations/series/tests/test_epoching.py @@ -2,8 +2,8 @@ import numpy as np -from aeon_neuro.transformations import EpochSeriesTransformer -from aeon_neuro.transformations._epoching import epoch_dataset +from aeon_neuro.transformations.series import EpochSeriesTransformer +from aeon_neuro.transformations.series._epoching import epoch_dataset # set parameters n_cases, n_channels, n_timepoints, sfreq = 3, 2, 12, 1 diff --git a/aeon_neuro/transformations/tests/__init__.py b/aeon_neuro/transformations/tests/__init__.py deleted file mode 100644 index 664b70c..0000000 --- a/aeon_neuro/transformations/tests/__init__.py +++ /dev/null @@ -1 +0,0 @@ -"""Unit tests of transformations.""" diff --git a/examples/classification.ipynb b/examples/classification.ipynb deleted file mode 100644 index 9e1f2fd..0000000 --- a/examples/classification.ipynb +++ /dev/null @@ -1,290 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Time Series Classification from EEG data" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from scipy.signal import fftconvolve, welch\n", - "from sklearn.pipeline import make_pipeline\n", - "from sklearn.preprocessing import FunctionTransformer\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "\n", - "from aeon_neuro.transformations import BandPowerSeriesTransformer" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This example starts by simulating EEG-like series' with power law noise. This setting demonstrates a supervised multiclass classification task, akin to [sleep stage classification](https://mne.tools/stable/auto_tutorials/clinical/60_sleep.html), where power within specific frequency bands changes over the brain throughout different sleep stages.\n", - "\n", - "We begin by constructing a basic scikit-learn pipeline. This pipeline first applies a band power transformer, which estimates the power of an EEG signal across five physiological sub-bands using windowed FFTs, and then classifies the results using a decision tree." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# settings\n", - "n_timepoints, sfreq, window_size = 1000, 256, 50\n", - "\n", - "# sequency of transformers with a final classifier\n", - "pipeline = make_pipeline(\n", - " BandPowerSeriesTransformer(sfreq, n_per_seg=window_size),\n", - " FunctionTransformer(lambda X: X.T), # (n_timepoints//window_size, 5_bands)\n", - " DecisionTreeClassifier(),\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we simulate univariate training and testing series, where each series transitions (every 1000 timepoints) from red to pink to white to blue to violet noise. Specifically, the power $P(f)$ at frequency $f$ follows the relationship $P(f) \\propto \\frac{1}{f^\\beta}$, with the spectral exponent $\\beta$ changing every 1000 timepoints.\n", - "\n", - "The labels indicate the different types of noise *after* the 'BandPowerSeriesTransformer' is applied, which estimates the power within five frequency bands using non-overlapping windows of 50 timepoints each." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "X shape: (5000,)\n", - "y shape: (100,)\n" - ] - } - ], - "source": [ - "def sim_powerlaw(sfreq, exponent, n_timepoints=1000, random_seed=0):\n", - " \"\"\"Simulate Gaussian noise with power law spectrum.\n", - " (https://gist.github.com/nmayorov/e01d7081471d8ef95c4c42c4b8144224)\"\"\"\n", - "\n", - " rng = np.random.default_rng(seed=random_seed)\n", - " fir_coeffs = np.empty(n_timepoints)\n", - " fir_coeffs[0] = 1\n", - " for idx in range(1, len(fir_coeffs)):\n", - " fir_coeffs[idx] = (0.5 * exponent + idx - 1) / idx * fir_coeffs[idx - 1]\n", - "\n", - " white_noise = rng.standard_normal(n_timepoints)\n", - " scale = sfreq ** (1 - exponent)\n", - "\n", - " noise = fftconvolve(fir_coeffs, white_noise, axes=0)[:n_timepoints]\n", - "\n", - " return (scale * sfreq ** (1 - exponent)) ** 0.5 * noise\n", - "\n", - "\n", - "# define noise types\n", - "noise_colors = [\"red\", \"pink\", \"white\", \"blue\", \"violet\"]\n", - "noise_exponents = [2, 1, 0, -1, -2]\n", - "\n", - "# generate X, y\n", - "X_train, X_test = [], []\n", - "for exponent in noise_exponents:\n", - " x_train = sim_powerlaw(sfreq, exponent, n_timepoints=n_timepoints, random_seed=0)\n", - " x_test = sim_powerlaw(sfreq, exponent, n_timepoints=n_timepoints, random_seed=5)\n", - " X_train.append(x_train)\n", - " X_test.append(x_train)\n", - "\n", - "X_train = np.concatenate(X_train)\n", - "X_test = np.concatenate(X_test)\n", - "y_train = np.repeat(noise_colors, (n_timepoints / window_size))\n", - "y_test = y_train\n", - "\n", - "print(f\"X shape: {X_train.shape}\\ny shape: {y_train.shape}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "It is apparent from plotting the different noise types side-by-side in the time and frequency domains that they are visually difficult to separate in the time domain, but near perfectly separable in the frequency domain - especially in δ, θ, α, β, and γ EEG sub-bands (dashed vertical lines)." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "def plot_time_domain(x, sfreq, ax):\n", - " \"\"\"Plot series.\"\"\"\n", - " x = (x - x.mean()) / x.std()\n", - " return ax.plot(np.arange(len(x)) / sfreq, x)[0]\n", - "\n", - "\n", - "def plot_frequency_domain(x, sfreq, ax):\n", - " \"\"\"Plot power spectral density.\"\"\"\n", - " freqs, powers = welch(x, sfreq, nperseg=200)\n", - " powers /= np.sum(powers)\n", - " return ax.loglog(freqs, powers)[0]\n", - "\n", - "\n", - "# δ, θ, α, β, and γ frequency bands\n", - "freq_bands = BandPowerSeriesTransformer.FREQ_BANDS\n", - "vlines = np.log([value[1] for value in freq_bands.values()])\n", - "\n", - "# setup plots\n", - "fig, axs = plt.subplots(ncols=2, figsize=(10, 3))\n", - "[ax.set_facecolor(\"gainsboro\") for ax in axs]\n", - "axs[0].set_title(\"Time Domain\")\n", - "axs[0].set_xlabel(\"( Sec. )\")\n", - "axs[1].set_title(\"Frequency Domain\")\n", - "axs[1].set_xlabel(\"log( Hz )\")\n", - "axs[1].set_ylabel(\"log( PSD )\")\n", - "[axs[1].axvline(x=vline, color=\"k\", ls=\"--\", lw=1) for vline in vlines]\n", - "axs[1].legend([\"freq bands\"])\n", - "\n", - "# add X_train, every 1000 timepoints (3.9 seconds)\n", - "for idx in range(len(noise_colors)):\n", - " x = X_train[idx * n_timepoints : (idx + 1) * n_timepoints]\n", - " plot_time_domain(x, sfreq, axs[0]).set(color=noise_colors[idx], lw=0.3)\n", - " plot_frequency_domain(x, sfreq, axs[1]).set(color=noise_colors[idx])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can further confirm the separability of these powerband features by fitting a decision tree classifier, which successfully separates the five noise types." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Effective window size : 0.250 (s)\n", - "Effective window size : 0.250 (s)\n", - "Classification Accuracy : 1.0\n" - ] - } - ], - "source": [ - "pipeline.fit(X_train, y_train)\n", - "y_pred = pipeline.predict(X_test)\n", - "print(\"Classification Accuracy : \", np.mean(y_pred == y_test))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "While this is a simplified example with artificially distinct frequency bands, real EEG data presents a more complex scenario. Powerband features might be effective for classifying broad brain states, such as sleep stages, but could be less effective for other experimental tasks.\n", - "\n", - "For instance, in the KDD dataset where the task is to classify whether a subject's hand is resting on a table (\"rest\") or raised (\"task\"), the powerband approach to feature selection yields only chance-level accuracy. In contrast, the [data loading example](data_loading.ipynb) shows that on the same dataset a time-domain method using convolution to extract features achieves a classification accuracy of 90%." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "X shape: (4, 4000)\n", - "y shape: (80,)\n" - ] - } - ], - "source": [ - "from aeon.datasets import load_classification\n", - "\n", - "X_train, y_train = load_classification(\n", - " name=\"KDD_MTSC\", split=\"TRAIN\", extract_path=\"../aeon_neuro/data/KDD_Examples\"\n", - ")\n", - "\n", - "X_test, y_test = load_classification(\n", - " name=\"KDD_MTSC\", split=\"TEST\", extract_path=\"../aeon_neuro/data/KDD_Examples\"\n", - ")\n", - "\n", - "# reshape from collection to series, where y labels index time\n", - "n_cases, n_channels, n_timepoints = X_train.shape\n", - "assert X_train.shape == X_test.shape, \"X_train.shape != X_test.shape\"\n", - "\n", - "X_train = X_train.reshape(n_channels, n_timepoints * n_cases)\n", - "y_train = y_train.repeat(n_timepoints / window_size)\n", - "X_test = X_test.reshape(n_channels, n_timepoints * n_cases)\n", - "y_test = y_test.repeat(n_timepoints / window_size)\n", - "\n", - "print(f\"X shape: {X_train.shape}\\ny shape: {y_train.shape}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Effective window size : 0.250 (s)\n", - "Effective window size : 0.250 (s)\n", - "Classification Accuracy : 0.475\n" - ] - } - ], - "source": [ - "pipeline.fit(X_train, y_train)\n", - "y_pred = pipeline.predict(X_test)\n", - "print(\"Classification Accuracy : \", np.mean(y_pred == y_test))" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "aeon-neuro", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.4" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/examples/data_loading.ipynb b/examples/data_loading.ipynb index 9b2bb83..d8008ba 100644 --- a/examples/data_loading.ipynb +++ b/examples/data_loading.ipynb @@ -41,7 +41,25 @@ }, { "cell_type": "code", - "execution_count": 8, + "source": [ + "import numpy as np\n", + "\n", + "from aeon_neuro.datasets.load_bids import load_basic_classification_problem\n", + "\n", + "train_X, train_y, test_X, test_y = load_basic_classification_problem(path=\"../\")\n", + "unique_values, counts = np.unique(train_y, return_counts=True)\n", + "unique_values2, counts2 = np.unique(test_y, return_counts=True)\n", + "print(\"Unique class values = \", unique_values)\n", + "print(\"Class counts train= \", counts, \" class counts test = \", counts2)\n", + "print(\" Train shape = \", train_X.shape, \" Test shape = \", test_X.shape)" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-11-22T15:41:41.560697Z", + "start_time": "2024-11-22T15:41:22.861770Z" + } + }, "outputs": [ { "name": "stdout", @@ -280,7 +298,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "[Parallel(n_jobs=1)]: Done 17 tasks | elapsed: 0.1s\n" + "[Parallel(n_jobs=1)]: Done 17 tasks | elapsed: 0.0s\n" ] }, { @@ -400,7 +418,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "[Parallel(n_jobs=1)]: Done 17 tasks | elapsed: 0.1s\n" + "[Parallel(n_jobs=1)]: Done 17 tasks | elapsed: 0.3s\n" ] }, { @@ -413,112 +431,7 @@ ] } ], - "source": [ - "import numpy as np\n", - "\n", - "from aeon_neuro.data.load_bids import load_basic_classification_problem\n", - "\n", - "train_X, train_y, test_X, test_y = load_basic_classification_problem(path=\"../\")\n", - "unique_values, counts = np.unique(train_y, return_counts=True)\n", - "unique_values2, counts2 = np.unique(test_y, return_counts=True)\n", - "print(\"Unique class values = \", unique_values)\n", - "print(\"Class counts train= \", counts, \" class counts test = \", counts2)\n", - "print(\" Train shape = \", train_X.shape, \" Test shape = \", test_X.shape)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "The data is formatted into shape `(480, 32, 1000)` where 480 is the number of cases, 32\n", - " the number of channels and 1000 the number of time points. This is the\n", - " preferred aeon format for time series classification and regression. If the series for\n", - " each case are unequal length, it should be stored in a list of 2D numpy. The\n", - " data is split into train and test using different trials in test and train. Note\n", - " that if different subjects are used in experiments, it may be desirable to resample\n", - " differently." - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "We can now train and assess a classifier for this problem. We will use the\n", - "`RocketClassifier` from `aeon` using the `MiniRocket` transform. More info in the\n", - "[aeon docs](https://www.aeon-toolkit.org/en/stable/api_reference/auto_generated/aeon.classification.convolution_based.RocketClassifier.html).\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 9, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Accuracy = 0.9291666666666667\n" - ] - } - ], - "source": [ - "from aeon.classification.convolution_based import RocketClassifier\n", - "\n", - "rocket = RocketClassifier(rocket_transform=\"MiniRocket\", random_state=49)\n", - "rocket.fit(train_X, train_y)\n", - "y_pred = rocket.predict(test_X)\n", - "print(\"Accuracy = \", np.mean(y_pred == test_y))" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "For the purposes of this demo and to highlight some uses of `aeon-neuro` and\n", - "`aeon`, we want to make the problems smaller. We downsample the data to 100\n", - " time points." - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 10, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Xsmall_train shape = (240, 32, 100)\n", - "Accuracy miniROCKET downsampled = 0.8958333333333334\n" - ] - } - ], - "source": [ - "from aeon_neuro.transformations import DownsampleCollectionTransformer\n", - "\n", - "down = DownsampleCollectionTransformer(source_sfreq=112.50, target_sfreq=11.25)\n", - "Xsmall_train = down.fit_transform(train_X)\n", - "Xsmall_train = np.array(Xsmall_train)\n", - "Xsmall_test = down.transform(test_X)\n", - "Xsmall_test = np.array(Xsmall_test)\n", - "print(\"Xsmall_train shape = \", Xsmall_train.shape)\n", - "rocket.fit(Xsmall_train, train_y)\n", - "y_pred = rocket.predict(Xsmall_test)\n", - "print(\"Accuracy miniROCKET downsampled = \", np.mean(y_pred == test_y)) # noqa" - ], - "metadata": { - "collapsed": false - } + "execution_count": 15 }, { "cell_type": "markdown", @@ -535,32 +448,27 @@ }, { "cell_type": "code", - "execution_count": 11, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Selected channels = [14 21 15 19]\n", - "CS test shape = (240, 4, 100)\n", - "Accuracy CS selected channels = 0.85\n" - ] - } - ], + "execution_count": null, + "outputs": [], "source": [ + "from aeon.classification.convolution_based import MiniRocketClassifier, RocketClassifier\n", "from aeon.transformations.collection.channel_selection import ChannelScorer\n", "\n", - "cs = ChannelScorer(proportion=0.1) # keep 10% of channels, rounded up\n", - "cs_train = cs.fit_transform(Xsmall_train, train_y)\n", + "cs = ChannelScorer(estimator=MiniRocketClassifier(n_kernels=200), proportion=0.1)\n", + "cs_train = cs.fit_transform(train_X, train_y)\n", "print(\"Selected channels = \", cs.channels_selected_)\n", - "cs_test = cs.transform(Xsmall_test)\n", + "cs_test = cs.transform(train_X)\n", "print(\"CS test shape = \", cs_test.shape)\n", + "rocket = RocketClassifier(n_kernels=500)\n", "rocket.fit(cs_train, train_y)\n", "y_pred = rocket.predict(cs_test)\n", "print(\"Accuracy CS selected channels = \", np.mean(y_pred == test_y))" ], "metadata": { - "collapsed": false + "collapsed": false, + "pycharm": { + "is_executing": true + } } }, { @@ -581,19 +489,25 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Unique values = ['rest' 'task']\n", - "Counts = [20 20]\n", - "Xsmall_train3 shape = (40, 4, 100)\n", - "Xsmall3_test shape = (40, 4, 100)\n", - "Test set unique values = ['rest' 'task']\n", - "Counts = [20 20]\n", - "Accuracy reduced test = 0.875\n" + "Counts = [20 20]\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'quant' is not defined", + "output_type": "error", + "traceback": [ + "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m", + "\u001B[1;31mNameError\u001B[0m Traceback (most recent call last)", + "Cell \u001B[1;32mIn[14], line 8\u001B[0m\n\u001B[0;32m 6\u001B[0m Xsmall3_test \u001B[38;5;241m=\u001B[39m np\u001B[38;5;241m.\u001B[39mconcatenate((cs_test[\u001B[38;5;241m40\u001B[39m:\u001B[38;5;241m60\u001B[39m, :, :], cs_test[\u001B[38;5;241m160\u001B[39m:\u001B[38;5;241m180\u001B[39m, :, :]), axis\u001B[38;5;241m=\u001B[39m\u001B[38;5;241m0\u001B[39m)\n\u001B[0;32m 7\u001B[0m y_small_test \u001B[38;5;241m=\u001B[39m np\u001B[38;5;241m.\u001B[39mconcatenate((test_y[\u001B[38;5;241m40\u001B[39m:\u001B[38;5;241m60\u001B[39m], test_y[\u001B[38;5;241m160\u001B[39m:\u001B[38;5;241m180\u001B[39m]))\n\u001B[1;32m----> 8\u001B[0m \u001B[43mquant\u001B[49m\u001B[38;5;241m.\u001B[39mfit(Xsmall3_train, y_small)\n\u001B[0;32m 9\u001B[0m \u001B[38;5;28mprint\u001B[39m(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mXsmall_train3 shape = \u001B[39m\u001B[38;5;124m\"\u001B[39m, Xsmall3_train\u001B[38;5;241m.\u001B[39mshape)\n\u001B[0;32m 10\u001B[0m y_pred \u001B[38;5;241m=\u001B[39m rocket\u001B[38;5;241m.\u001B[39mpredict(Xsmall3_test)\n", + "\u001B[1;31mNameError\u001B[0m: name 'quant' is not defined" ] } ], @@ -631,13 +545,17 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 11, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - " loaded shape (40, 4, 100)\n" + "ename": "NameError", + "evalue": "name 'Xsmall3_train' is not defined", + "output_type": "error", + "traceback": [ + "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m", + "\u001B[1;31mNameError\u001B[0m Traceback (most recent call last)", + "Cell \u001B[1;32mIn[11], line 12\u001B[0m\n\u001B[0;32m 9\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m tempfile\u001B[38;5;241m.\u001B[39mTemporaryDirectory() \u001B[38;5;28;01mas\u001B[39;00m tmp:\n\u001B[0;32m 10\u001B[0m problem_name \u001B[38;5;241m=\u001B[39m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mTestExample_TRAIN\u001B[39m\u001B[38;5;124m\"\u001B[39m\n\u001B[0;32m 11\u001B[0m write_to_ts_file(\n\u001B[1;32m---> 12\u001B[0m X\u001B[38;5;241m=\u001B[39m\u001B[43mXsmall3_train\u001B[49m, path\u001B[38;5;241m=\u001B[39mtmp, y\u001B[38;5;241m=\u001B[39my_small, problem_name\u001B[38;5;241m=\u001B[39mproblem_name, header\u001B[38;5;241m=\u001B[39mheader\n\u001B[0;32m 13\u001B[0m )\n\u001B[0;32m 14\u001B[0m load_path \u001B[38;5;241m=\u001B[39m os\u001B[38;5;241m.\u001B[39mpath\u001B[38;5;241m.\u001B[39mjoin(tmp, problem_name)\n\u001B[0;32m 15\u001B[0m newX, newy \u001B[38;5;241m=\u001B[39m load_from_ts_file(full_file_path_and_name\u001B[38;5;241m=\u001B[39mload_path)\n", + "\u001B[1;31mNameError\u001B[0m: name 'Xsmall3_train' is not defined" ] } ], @@ -647,16 +565,16 @@ "# Write to file\n", "import tempfile\n", "\n", - "from aeon.datasets import load_from_tsfile, write_to_tsfile\n", + "from aeon.datasets import load_from_ts_file, write_to_ts_file\n", "\n", "header = \"Text info at top of file\"\n", "with tempfile.TemporaryDirectory() as tmp:\n", " problem_name = \"TestExample_TRAIN\"\n", - " write_to_tsfile(\n", + " write_to_ts_file(\n", " X=Xsmall3_train, path=tmp, y=y_small, problem_name=problem_name, header=header\n", " )\n", " load_path = os.path.join(tmp, problem_name)\n", - " newX, newy = load_from_tsfile(full_file_path_and_name=load_path)\n", + " newX, newy = load_from_ts_file(full_file_path_and_name=load_path)\n", " print(\" loaded shape\", newX.shape)" ], "metadata": { @@ -692,20 +610,20 @@ "from aeon.datasets import load_classification\n", "\n", "X_train, y_train = load_classification(\n", - " name=\"KDD_MTSC\", split=\"TRAIN\", extract_path=\"../aeon_neuro/data/KDD_Examples\"\n", + " name=\"KDD_MTSC\", split=\"TRAIN\", extract_path=\"../aeon_neuro/data/KDD_Example\"\n", ")\n", "X_test, y_test = load_classification(\n", - " name=\"KDD_MTSC\", split=\"TEST\", extract_path=\"../aeon_neuro/data/KDD_Examples\"\n", + " name=\"KDD_MTSC\", split=\"TEST\", extract_path=\"../aeon_neuro/data/KDD_Example\"\n", ")\n", "print(\"Multivariate X_train shape = \", X_train.shape)\n", "rocket.fit(X_train, y_train)\n", "y_pred = rocket.predict(X_test)\n", "print(\"Accuracy on multivariate = \", np.mean(y_pred == y_test))\n", "X_train, y_train = load_classification(\n", - " name=\"KDD_UTSC\", split=\"TRAIN\", extract_path=\"../aeon_neuro/data/KDD_Examples\"\n", + " name=\"KDD_UTSC\", split=\"TRAIN\", extract_path=\"../aeon_neuro/data/KDD_Example\"\n", ")\n", "X_test, y_test = load_classification(\n", - " name=\"KDD_UTSC\", split=\"TEST\", extract_path=\"../aeon_neuro/data/KDD_Examples\"\n", + " name=\"KDD_UTSC\", split=\"TEST\", extract_path=\"../aeon_neuro/data/KDD_Example\"\n", ")\n", "print(\"Univariate X_train shape = \", X_train.shape)\n", "rocket.fit(X_train, y_train)\n", diff --git a/examples/dummy_notebook.ipynb b/examples/dummy_notebook.ipynb deleted file mode 100644 index d3c14b7..0000000 --- a/examples/dummy_notebook.ipynb +++ /dev/null @@ -1,51 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "source": [ - "# Not an actual example notebook\n", - "\n", - "This is a dummy notebook to test examples. It does nothing and will be removed eventually." - ], - "metadata": { - "collapsed": false - }, - "id": "604611aba2965a65" - }, - { - "cell_type": "code", - "execution_count": null, - "id": "initial_id", - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "from aeon.classification import DummyClassifier\n", - "\n", - "DummyClassifier()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/examples/transformers.ipynb b/examples/transformers.ipynb new file mode 100644 index 0000000..97fd121 --- /dev/null +++ b/examples/transformers.ipynb @@ -0,0 +1,309 @@ +{ + "cells": [ + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "# Transformers in ``aeon_neuro``\n", + "\n", + "Most EEG analysis begins with some form of transform. These transforms take a single\n", + "EEG (a possibly multivariate time series) and return a new series or a collection\n", + "of series with different\n", + "properties. Transformers for a single EEG all implement the ``aeon`` base class\n", + "``BaseSeriesTransformer``. ``BaseSeriesTransformer`` classes follow the scikit learn model of ``fit`` and\n", + "``transform``. They take a single EEG stored in a numpy array of shape ``(n_channels,\n", + " n_timepoints)`` and return a transformed series, possibly of a different shape. The\n", + "following transformers are available in the ``aeon_neuro`` package:\n", + "\n", + "## Single EEG Transformers\n", + "\n", + "\n", + " - [The Band Power Transformer](#BandPowerTransformer)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### ``BandPowerTransformer``\n", + "\n", + "\n", + "\n", + "The ``BandPowerTransformer`` transforms each channel of an EEG independently into its\n", + " frequency components using the Fourier transform. The power of these frequency components can be used to\n", + "estimate the power within specific frequency bands. Commonly used power bands are\n", + " alpha (8 – 13 Hz), beta (13 – 30 Hz), gamma (30 – 100 Hz), theta (4 – 8 Hz) and\n", + " delta (1 – 4 Hz). The ``BandPowerSeriesTransformer`` class estimates the\n", + "power of an EEG signal across these five physiological sub-bands using windowed FFTs\n", + ". The transform involves segmenting or windowing a single channel, performing a Fourier transform on the window, then summing the power of the frequency components within defined frequency bands. This transformer is useful for extracting features from EEG signals that are relevant for classification tasks, such as sleep stage classification." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This example starts by simulating EEG-like series' with power law noise to\n", + "demonstrate the ``BandPowerTransformer``. We simulate\n", + "a single channel that transitions every 1000 timepoints from different [noise\n", + "colours](https://en.wikipedia.org/wiki/Colors_of_noise), from red to\n", + "pink to white to blue to violet noise. Specifically, the power $P(f)$ at frequency $f$ follows the relationship $P(f) \\propto \\frac{1}{f^\\beta}$, with the spectral exponent $\\beta$ changing every 1000 timepoints.\n" + ] + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-27T17:12:10.681868Z", + "start_time": "2024-11-27T17:12:10.659517Z" + } + }, + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from scipy.signal import fftconvolve, welch\n", + "\n", + "n_timepoints, sfreq, window_size = 1000, 256, 128\n", + "\n", + "\n", + "def sim_powerlaw(sfreq, exponent, n_timepoints=1000, random_seed=0):\n", + " \"\"\"Simulate Gaussian noise with power law spectrum.\n", + " (https://gist.github.com/nmayorov/e01d7081471d8ef95c4c42c4b8144224)\"\"\"\n", + "\n", + " rng = np.random.default_rng(seed=random_seed)\n", + " fir_coeffs = np.empty(n_timepoints)\n", + " fir_coeffs[0] = 1\n", + " for idx in range(1, len(fir_coeffs)):\n", + " fir_coeffs[idx] = (0.5 * exponent + idx - 1) / idx * fir_coeffs[idx - 1]\n", + "\n", + " white_noise = rng.standard_normal(n_timepoints)\n", + " scale = sfreq ** (1 - exponent)\n", + "\n", + " noise = fftconvolve(fir_coeffs, white_noise, axes=0)[:n_timepoints]\n", + "\n", + " return (scale * sfreq ** (1 - exponent)) ** 0.5 * noise\n", + "\n", + "\n", + "# define noise types\n", + "noise_colors = [\"red\", \"pink\", \"white\", \"blue\", \"violet\"]\n", + "noise_exponents = [2, 1, 0, -1, -2]\n", + "\n", + "# generate EEG and labels\n", + "EEG = []\n", + "for exponent in noise_exponents:\n", + " epoch = sim_powerlaw(sfreq, exponent, n_timepoints=n_timepoints, random_seed=0)\n", + " EEG.append(epoch)\n", + "\n", + "print(len(EEG))\n", + "EEG = np.array(EEG)\n", + "print(\" EEG shape = \", EEG.shape)" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5\n", + " EEG shape = (5, 1000)\n" + ] + } + ], + "execution_count": 44 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "" + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It is apparent from plotting the different noise types side-by-side in the time and\n", + "frequency domains that they are visually difficult to separate in the time domain, but near perfectly separable in the frequency domain - especially in δ, θ, α, β, and γ EEG sub-bands (dashed vertical lines). The `BandPowerSeriesTransformer` converts a single series into five series representing the power bands of an EEG signal changing over time. The power is\n", + "calculated by summing the squared magnitude of the FFT coefficients within each\n", + "frequency band for any given interval. The transformer returns a 2D array with shape `\n", + "(5_bands, n_timepoints//window_size)`, where each row represents a frequency band." + ] + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-27T17:12:22.540968Z", + "start_time": "2024-11-27T17:12:21.944404Z" + } + }, + "source": [ + "def plot_time_domain(x, sfreq, ax):\n", + " \"\"\"Plot series.\"\"\"\n", + " x = (x - x.mean()) / x.std()\n", + " return ax.plot(np.arange(len(x)) / sfreq, x)[0]\n", + "\n", + "\n", + "def plot_frequency_domain(x, sfreq, ax):\n", + " \"\"\"Plot power spectral density.\"\"\"\n", + " freqs, powers = welch(x, sfreq, nperseg=200)\n", + " powers /= np.sum(powers)\n", + " return ax.loglog(freqs, powers)[0]\n", + "\n", + "\n", + "from aeon_neuro.transformations.series import BandPowerSeriesTransformer\n", + "\n", + "# δ, θ, α, β, and γ frequency bands\n", + "freq_bands = BandPowerSeriesTransformer.FREQ_BANDS\n", + "vlines = np.log([value[1] for value in freq_bands.values()])\n", + "\n", + "# setup plots\n", + "fig, axs = plt.subplots(ncols=2, figsize=(10, 3))\n", + "[ax.set_facecolor(\"gainsboro\") for ax in axs]\n", + "axs[0].set_title(\"Time Domain\")\n", + "axs[0].set_xlabel(\"( Sec. )\")\n", + "axs[1].set_title(\"Frequency Domain\")\n", + "axs[1].set_xlabel(\"log( Hz )\")\n", + "axs[1].set_ylabel(\"log( PSD )\")\n", + "[axs[1].axvline(x=vline, color=\"k\", ls=\"--\", lw=1) for vline in vlines]\n", + "axs[1].legend([\"freq bands\"])\n", + "\n", + "for idx in range(len(noise_colors)):\n", + " x = EEG[idx]\n", + " plot_time_domain(x, sfreq, axs[0]).set(color=noise_colors[idx], lw=0.3)\n", + " plot_frequency_domain(x, sfreq, axs[1]).set(color=noise_colors[idx])" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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85CeZMWOGO3WBn1xPxB577MEee+zBTTfdxH333cfXvva1jY5ceOKJJ/j1r3/NjBkz3Kpv9fX17LXXXvzpT38K9Ondd9/l0Ucf5YgjjtioffpxvDD+Y3355Zd58cUXx2wfIVsXoScnZLumrKyM3//+93zzm9/kk5/8JF/72teorq5m1apV/Otf/2K//fbLm+OmEM8++yz9/f2YpklrayvPP/88//jHPygvL+f+++8PhMJddNFFPPbYY+y///6cccYZGIbBDTfcQCqV4v/+7//G7NiOPPJIfvOb33DYYYdxwgkn0NzczMKFC5k5cyZvv/32mO0nJCQkZGtE0zRuuukmDj/8cGbPns2CBQuYNGkSa9as4cknn6SsrIwHH3wQgAsvvJCHH36YefPmccYZZ5DNZrn22muZPXt23u/pt7/9bS677DK+/e1v86lPfYpnnnmGDz/8MG//l112GU8++SRz587l1FNPZdasWbS1tfHGG2/w+OOPF5zTbajj+f3vf89RRx3FXnvtxYIFC6ivr+f9999n8eLFeYLsxBNPdKdUGGmo2kMPPcT7779PNptl/fr1PPHEEzz22GNMmzaNf/zjH4HJNq+44goOP/xw9t13X0455RSSySTXXnst5eXlefMGbQxf+MIX+Nvf/saxxx7LkUceyfLly7n++uuZNWtWQREbsu0TipyQ7Z4TTjiBhoYGLrvsMq644gpSqRSTJk1i3rx5LFiwYFht/Pa3vwUgEolQUVHBbrvtxoUXXsipp55KdXV1YN3Zs2fz7LPPcu6553LppZdiWRZz587l9ttvd6vCjQUHHHAAf/zjH7nssss466yzmDFjBpdffjkrVqwIRU5ISEgIMH/+fF588UV+/etf87vf/Y6enh7q6uqYO3cup59+urveHnvswSOPPMLZZ5/N+eefz+TJk7nwwgtZt25d3u/p+eefT0tLC/feey9//etfOfzww3nooYfcZHyH2tpaXnnlFX71q1/xt7/9jeuuu46qqipmz57N5ZdfPqrjOfTQQ3nyySe58MILueqqq7Asix133JFTTz01b92vf/3r/PSnP2XHHXfk05/+9Ij2c/755wMQjUaZMGECn/jEJ7j66qtZsGBBXvGCgw46iIcffpgLLriA888/n0gkwuc+9zkuv/zyYRcEGA4nnXQSTU1N3HDDDTzyyCPMmjWL22+/nXvuuYennnpqzPYTsvUgZJhNFRISEhISEhIyYn75y19y4YUXbpWJ6Rs2bKC+vp7zzz+f8847b3N3JyRkzAlzckJCQkJCQkJCtjNuvfVWTNPkm9/85ubuSkjIuBCGq4WEhISEhISEbCc88cQTLFmyhIsvvphjjjmG6dOnb+4uhYSMC6HICQkJCQkJCQnZTvjVr37FCy+8wH777ce11167ubsTEjJuhDk5ISEhISEhISEhISHbFGFOTkhISEhISEhISEjINkUockJCQkJCQkJCQkJCtim26Jwcy7JYu3YtpaWlCCE2d3dCQkJCthuklHR3d9PQ0ICmheNhfsJnU0hISMjmYSTPpi1a5Kxdu5YpU6Zs7m6EhISEbLc0NjYyefLkzd2NLYrw2RQSEhKyeRnOs2mLFjnOrLnPPvssJSUlm7k3ISEhIdsPPT09zJs3L2/28pDxeza99957nHDCCdx5553stttuY9buWLU9Xv0bTbvjea5CQkK2XEbybNqiRY4TBlBSUhI+aENCQkI2A2E4lsfChQtZuHAhpmkCY/9sKioqcv8d62feWLQ9Xv0bTbvjea5CQkK2fIbzbAoDrUNCQkJCQobBmWeeyZIlS3j11VfHpf2pU6dy/fXXM3Xq1C2y7fHq32jaHc9zFRISsm2wRc+T09XVRXl5OW+++WY4UhMSEhKyCenu7mbOnDl0dnZSVla2ubuzRRE+m0JCQkI2DyN5NoWenJCQkJCQkGGwcOFCZs2axT777DMu7be0tPD73/+elpaWLbLt8erfaNodz3MVEhKybbBF5+SEhISEhIRsKZx55pmceeaZridnrFm/fj1XXXUV8+bNo7q6eotre7z6N5p2x/NchWzZSCmxLGtzdyNknNA0bcxyQUORExISEhISEhISskUjpSSVSrmFP0K2XXRdJxaLbbTYCUVOSEhISEjIMMitrhYSErLpSKVSWJZFTU0N8Xg8rPy4DSKlpL+/n5aWFlKpFPF4fKPaC0VOSEhISEjIMMgNVyu7+25KY7FRtZXZYQeS++4LQ8zYHRISooxf0zSpqamhoqJic3cnZBxxhE1zczNSyo0Ss6HI2U55550Yn/hEanN3IyQkJGSrZeJll7ExdefSO+5Ix4IF9BxzDDIep6ysjMMOO2xcqtmNRdvj1b/RtDue5ypky8PJwdnYkf2QrQPnOluWha7ro24nLCG9nfKXv0zk+OM3bO5ubBtkgMjm7kRIyNgSlpDOxx+u9uGHH7LmoIMoi4ziy2+aFD3/PFpvr3pbWUnnCSfQ9fWvY9bUjHGvQ0K2fkzTpL+/n2nTphEbpfc0ZOshlUqxcuVK4vF4nsgZybMp9ORsp2ja6JVxSJDYshipXUKvWEjItk5uuFrzFVeQHOUAnOjupuyeeyj/85+JrF7NhIULqbzhBpoPOojeU09F7rnnmPY9nU7T2tpKVVUV0Wh0s7UxVu2OV19CQkK2HcY1GPj3v/89e+yxB2VlZZSVlbHvvvvy0EMPjecuQ4bJluu/CwkJCdn2kaWldJ58Mqsef5ym3/2O5Cc/ichmqX34YXY47jgavv51iv7zHxijUrkffvgh8+bN48MPP9ysbYxVu+PVl5CQsURKyZlnnklDQwOJRIK33nprk+7/oosuYu7cuZt0nw7PPPMMiUSCjo6OzbJ/GGeRM3nyZC677DJef/11XnvtNQ444ACOPvpoFi9ePJ67DRkGGytyli4N47MChKIxJCRkNBgGvYcdxtq//pWn/+//+AtgaRqJl1+m/vTTmXLIIZTddhuir29z9zQkJGSEPProo9x2223cd999LF++nNmzZ2/uLm1XjKvIOeqoozjiiCPYaaed2Hnnnbn44ospKSnhpZdeGs/dhgyDjRU5zz+fGJuOhISEhIQA0LHzzpwAPHbDDbSfdhpmaSnRFSuovvBCpu2/PxP+7//Q163b3N0MCQkZJsuWLaOuro59992Xuro6DCM/SySdTm+Gnm0fbLLalaZpctddd9Hb28u+++5bcJ1UKkVXV1fgFTI+SLlx9eUtK6xP7yIJPTkhIdsBCxcuZNasWeyzzz7jup/+6mrafvITVj73HC3nn0962jT0ri4q//AHpn3+89T88IfE3n57XPsQEhKycZx66qmcffbZNDY2kkgk2GWXXQA45JBDOOusszjnnHOYPHkyRx11FACLFy/m6KOPZuLEiUybNo2TTz6ZDRu8AlG9vb2ccsopTJw4kRkzZnD11VdzyCGHcM455wzZl5tuuomZM2cyYcIEvv71r9PZ2el+9tprr3HkkUcyefJkamtrOfjgg3nzzTcD2ycSCW655Ra+8pWvMGHCBHbffXf++c9/BtZ5+OGH+cQnPkFlZSWHHnooK1euDHy+cuVKjjvuOOrr66mqquKTn/wkDz/88MhO6ggZd5HzzjvvUFJSQiwW4zvf+Q73338/s2bNKrjupZdeSnl5ufuaMmXKeHdvUIr70ujm2MRDb2mMRU5OmNcTEhKyPXHmmWeyZMkSXn311U2yP1lcTNeJJ9L46KOs+/3vSX7604hsltIHH2TyF79Iw9e+RvEjj0A4OWlIyBbHlVdeyfnnn8+kSZNYvnw5zz33nPvZHXfcQTQa5YknnuDaa6+lo6ODww8/nD333JPnn3+ev//97zQ3N/ONb3zD3eZ///d/efbZZ7nnnnt48MEHefbZZ1m0aNGQ/Vi6dCn33Xcf9913H//4xz946623+MEPfuB+3tPTwze+8Q3+85//8PTTTzNz5kyOPfZYuru7A+1cfPHFHHfccbz66qsceuihLFiwgLa2NgAaGxv52te+xhFHHMHLL7/MSSedxHnnnRfY/oc//CGpVIrHHnuM1157jYsuuoiSkpLRnNphM+7V1XbZZRcWLVpEZ2cn9957L9/61rd4+umnCwqdc889l7PPPtt939XVtVmFTkkyTSaiY26Dhcg2NpdVSvUa1hxNWcI6fiEhISFDMGvWLBYvXkwktyy1rtN38MH0HXww0XffpeLWWyn5179IvPYaiddeIzNlCp0nnkjXl76EHKDa24Btj0X/NpLRtDtefQnZuli3bh1NTU2BZZWVlUyfPp3+/n7ee++9vG3mzJkDqOIVvXYZd4dp06YxYcIEWlpaWL16deCz0tJSZs6cOey+lZeXU1JSgq7r1NXVBT6bOXMml1xyifv+sssuY8899+RXv/qVu+z6669np5124qOPPqK+vp5bb72Vm2++mc9//vMA3HjjjcPqT39/PzfddBOTJk0C4De/+Q3HHnssl112GXV1dcyfPz+w/sKFC6mrq+PZZ5/liCOOcJd/85vf5Ktf/SoAv/rVr7juuut47bXXOOSQQ7jxxhvZYYcduPzyywHYeeedWbx4MVdddZW7fWNjI8cccwy77747ADNmzBiy7xvLuJue0WjUvQh77703r776Ktdccw033HBD3rqxWGyLqn8uhQjdFQPgiJzhEFsWI7XzNl5iObxNQkJCNhJN04Z8BqZ3353mK6+k9cc/pvz22yn7y1+INDYy8eKLqbzmGrq//GU6v/UtspMnj7jtsejfpmp3vPoSsnXxxz/+kYsvvjiw7Gtf+xq33HILa9as4TOf+UzeNslkElDhZK+88krgs5tvvpnjjz+e++67jx/+8IeBzw466CAefPDBMem3I7Qc3n77bZ5++mkmTpyYt+6yZctIJpOk0+lAqOyECRPYeeedh9zXlClTXIEDMHfuXCzL4qOPPqKuro7169dz4YUX8swzz9DS0oJpmvT19dHY2BhoxxEnAMXFxZSVldHS0gLA+++/nxfGm1vV7YwzzuD73/8+jz/+OAcccADHHHMMn/jEJ4bs/8awycfXLcsildo6DF4JiG3UeN3YOWA1TR++/ttGz2FISEjIWLJ8+XJ+/vOfc/HFFw85ymnW1tL2ox/RfsYZlD7wAOW33kp06VIqbrmF8j/9id5DDqHj5JNJffKTI257LPo33u2OV19Cti5OOeUUjjzyyMCyyspKACZNmsQLL7ww4LY33nhjQU8OwHHHHZdnpI/lpPRFRUWB9729vRxxxBF5gg2grq6OpUuXjtm+czn11FNpbW3lyiuvZOrUqcRiMebPn59XECHXayqEwBpBWNCCBQs46KCDePjhh3n88ce54ooruOyyyzjjjDPG5DgKMa4i59xzz+Xwww9n6tSpdHd3c+edd/LUU0/xyCOPjOduxwwpQGyjFvruG3lchhEJnVwhISHbFQsXLmThwoWY45QD09vbyyuvvJJneA2GTCToOv54ur76VYqefZbym2+m6PnnKXn4YUoefpj+Pfek4+ST6Zs8ecRtj0X/xqvd8epLyNZFfX099fX1BT+Lx+N5HhM/g3lBqqurqa6u3uj+DZe99tqLBx54gGnTphWswLbDDjsQiUR49dVXmTp1KgDt7e189NFH7L///oO23djYyNq1a2loaADglVdeQdM0dtppJwBefPFFrrnmGg477DB3fX/Bg+Gw66678q9//SuwLNdLBsqrdOqpp3Lqqady3nnnccstt4yryBnXwgPNzc2ceOKJ7LLLLhx44IG8+uqrPPLIIxx88MHjudsxRGyznpyNv/Ai9OTYiI2sVBcSErJ1sKkLD4wITaPvc59j3Z/+ROO//kXXl76EFY0Sf+st6n7wAw46/XTOAYyens3d05CQkBxOP/102tvbOfHEE3nttddYtmwZjz32GKeddhqmaVJSUsJJJ53E//7v//LUU0+xePFiTjvtNDRtaGsuHo9z6qmn8vbbb/Pcc8/xox/9iOOOO87NE5o5cyZ33nkn77//Pq+88goLFiwgkRjZNCHf/va3+fjjjzn33HP58MMPueuuu7j99tsD65xzzjk89thjrFixgjfffJOnn37arTg3XoyryPnjH//IihUrSKVSNDc38/jjj29FAkd5crZZNtINM5KcnO2C8FyEhIRsIaR32YWWyy5j1bPP0vb975OtqqJowwauAA799rep+tWvMHLKu4aEhGw+GhoaeOKJJzBNk6OOOopPfepT/PjHP6a8vNwVMpdccgn77bcfxx13HEceeST77rvvoJ4qhx133JGjjz6aY445hqOOOordd9+da665xv3897//Pe3t7ey7776ccsopnHHGGSP2Yk2dOpW//OUvPPjgg3z605/mpptu4sILLwysY5omZ511FnvttRdHH300O+20U6Af40FY82oQpAARWvIFUadFMBzrPvR0hISEhGx6zKoq2r//fTpOP53O3/8e43e/4xP9/VT8+c+U33YbfQceSMeCBfR/+tPDLJUZEhIyEr73ve/xve99L7Ds0UcfLbjuzJkzufvuuwdsq6SkhJtvvjmwbKh5Zn7xi1/wi1/8AoDTTjut4Dp77bUXzz//fGDZF7/4xcB7p1iDn9yqdkcccUSgGhvAiSee6P79//7f/xu0r+NBKHIGQW7D4Wobe1yh9gsJCQkZWxoaGrj44ovd2PmxQsZiZE88kYfq6ohWVDD53nspfuopih9/nOLHHyc1ezYdCxbQc8QREI1u8v6Npt3x6ktISMi2QyhyBkEVHtg2kcPwrhiGQTabHWSN4XlytotQru3hGLdQVq0yKC62qKraNifuDdl+mDBhgjsPxbi0/bWvAdB02GFEPv6Y8j/9idL77ye2eDG155xD1RVX0Pn1r9N1/PFYdoWqTdG/0bQ7nucqJCRk22Bcc3K2eoTYrsPVcksc+glzckK2FNasidDWtg3O2Buy3dHW1sbdd9/tziI+nm1nZs5kw69/zcpnn6X17LPJ1tRgrF9P1W9+w7R585h4/vlEli3bJP0bTbvjea5CQrYWHn30Ua688srN3Y0tllDkDIJ0/7fpiDRGNs0+h7EPMUiMdh3WphE5Y7GP8e5nKPY2O9uC4C5UNjRk+2Lt2rX8/Oc/Z+3atZusbauyko4zzmDlU0+x/oorSM2ahdbfT/mddzL1kEOo+/a3STz/PEg5bv0bTbvjea5CQkK2DUKRMwibY54cLblpLsnGhuHVCrlJSkhHlw0cHz5cYh+P/6zYYXGF8cNoNtB6Bv5eRI0ohh4Z8POthcE8pyFbBgsXLmTWrFl5M3tvE0Sj9Bx7LKv//nfW3HEHvQcdhBSC4qeeouFb32LyF77A1P/8h43/RQ4JGT0bO5F5yNbBWF3nUOSMAbHUYHkrI0SydXgGNlG4mshuvHjo6ghv860a034NQEUfxJNbv8gczHMasmWwRc+TM1YIQf/cuTRdfz2rHnuMzm9+E6uoiNgHHzDn2mtZBexy113ora2bu6ch2xFOGeX+/v7N3JOQTYFznYczD9BghPERY0A8nSUV27pO5WgESkuLTnW1sjYFDH8ioc0s2j54P8oe++SXP9xeWLw4yuzZ6TFpKxqNkk6PTVsjQdM0LAYrLBAKBD+WBU89VcQBB/Rt7q6EbMVkp09nwwUX0HbWWZT99a8k/vhHajdsoPauu7AefJD1V15J31Y0913I1osQAl3XaWlpAdQEl+HA0LaHlJL+/n5aWlrQdX2jr/HWZZlvoWyVZaZHkZPzyCMlfOMbnV4Tm/q4LZQtG/6ujYjXXkuMmciJx+ObXOQIKYhGo2AQrPbn3n/bxg0xlg9sy4K1a8Of962N4uJiPv3pT1NcXLxFtW2Vl9Nx6qksmj+fJ777XX6qaZR99BF1Z5xB2znn0HHaaRs1z85o+jae5ypkyyQWi7mTy4ds2+i6Tiy28akG4VNwDMjN29FNC1PfskOkhvM4euEFg1mzvPeBG24kAmcjxJDps2mNFgMZk5gVg8QuFdz/yB++0XSWjKEjta3DWzUY1hhWVt5cI2eiwB2rd+qIjNh6Qjw3IWHY+tbJjBkzuPPOO7fYtqfvtBMnP/IILdks8te/pvyOO6i64goiS5fS8utfwyiNktH0bTzPVciWiRCCeDyOlBJrLB9sIVsUmqaNma0RipwxINeTU9KXprM0PvoGx8lAKS4uJplMqh+HYexj8eKgyLGs3Jtu/A3eRW/G2X12Sr3ZhIZbZXc/bWUJMtowShNv4QalOUJNuNUgASs06AsiYXJYDGOrw7IsMpkMkUhko2PRx6NtfxsbLryQ9MyZTLzoIsr+9jciq1bRtHAhVlXVJunbeJ6rkC0bJ3QtJGQowl+GMWBM59IZR4NNCOGq4+GI5NyBEv/7keTkbEzlsTE5taNoQ8gROoC2YEM7Gt0IwZ3DlhoDvS0InbE8t9KCijFrLWRTsWTJEmbPns2SJUu2yLZz2+j65jdZd9NNmKWlJF57jcnHHUf0ww83Sd/G81yFhIRsG4QiZyCGYTVFMia6aeV5craKCUTHoIubpLparrdoFPscXT+3gms4TOS2MKI/2OUYp0p/mqYRiWydpam3hp+gkG2D5Lx5rLn3XjJTpxJZvZpJX/4yRU89tbm7FRISEhKKnMEZ3Dg0TAvNknk5ORtdiGA422/kPoZjBOWGp830u3JGYlhuTF/lAH+PgNGZ+NuAMLDZ2kOXB7zP5BCfbySbWuSM1pOj6zrxeK63LqzQMRTHHnsslZWVfOlLXxp1GxM7+qhu7x3Va0JHH6U9KeL9GXRz6467zOy4I6vvu4/kpz+N1ttL3WmnUX7LLVv1MYWEhGz9hCJnEAYcAPf9cKuwreDH421aiD5BZO3GGV/D6WOucRzNOc5N8fzy7+Ojj6KsWbNp0siK+zMjE6tb8LN8a8/Jef/9CGvXDlBKUub8O4ZsqaF5uWialpeTENqWQ/ODH/yAP//5zxvVRllfmrLe0b0qe1LUdPQxaUMP09d1MmNtB/NLa7jnwsvYLV5GaW+KeGrrEUBWZSVrb72Vrq98BWFZTLz4Yqp/8QvIZDZ310JCQrZTwsIDAzCYgVvek/IKC0iZF5422nA1zbRI9GdJDdU3S2y8UTfI9tksGEb+c9V/TgQq7j/web9Axgs0PEbP52xWkB3V5KBbh7E6XoxluNrmMPwtU5D12UmapgUq6xSqvLY18qc/xTjqqDFqLKw4NyTz58/nqY0Mq2orjZMpGV3Om25JIlmTSNYikrXQJJTrEb70uQPVCu3eHEeWgIyhkzY0MoZOxvevpYmNKt88pkSjtFx8MemZM6m69FLK7r6byMqVNP3ud1gVFZu7dyEhIdsZoSdnEHJthGRSsGKF4Y6sOUa/3/iPZIY3bB7JmETT2cAyw5IY5qaJLdIGMID6+gR//3spMMTgYQEjKroyOiZ9y9uP7+9cYTUc9AEqpAkhKCkpGXC74ZoN//j7wG1sCWztnhzw7kVN0ygqKsr7bCsY6B6S66/f+DkBHORWLnKeeeYZjjrqKBoaGhBC8MADD+Sts3DhQqZPn048Hmfu3Lm88sorm7yfHaVxOsoSo3q1VhTRNLGUxrpylk2qYFVtGavKYywTGdoSBn0xg4yuIVG/17GMSWkyw4Tufmrb+5jc0s2MdZ1MX9vJpPVd1LT2UtmVpKQvTSydRctxxe+88848++yz7LzzzqM+3mG1IQSdJ59M0x/+gFVcTOKll5h03HFEli3buHbHYJuQkJDti9CTMwACabsrvGWdnRoffBBj77lqFE59GBxHLurPDMuTE8laeeFwwpJqd0Ns3tWl0b3KoH7yyMIAAqPwA+zDsrwwtbzDCLwXwx/VHyNjSxbq0zAYqJeD9b83Hhn2ztrb9VGJr03FWAqA4V7z++8v4dhje0a1jxdfTLDvvkn3vRxM3I5jXs7WEq5WqJ9SbtUah97eXvbcc09OPvlkvvjFL+Z9fvfdd3P22Wdz/fXXM3fuXK6++moOPfRQPvjgA2pqagDYa6+9gpPH2jz66KM0NDSM+zGMCCHIRHSIFEFpEe3+z6S0vT1m/r+mRJcSPWMSz5iQDDZrasL1+qQNjcryKjJoZCw5/DnAfESjUerr64e1bt/nP8+av/6VutNOI7pyJZO+9CXWX3styf3226h2N2abkJCQ7Ytx9eRceuml7LPPPpSWllJTU8MxxxzDBx98MJ67HDskyBzzWFoQsUCTEs1SJoQgGJ6m3g/dvGblV2XTpEQOYliJfvVZX6+go318asRLKVyDcdpglnuh0fNxsKp04btFRztiP0i4VuE8D6lCQIaJEFu2J8E0N72x3tm5EffnR/kejYIhd/7wya1EkIwXece/BYvu4XD44Ydz0UUXceyxxxb8/De/+Q2nnnoqCxYsYNasWVx//fUUFRVx8803u+ssWrSId999N+81GoGTSqXo6uoKvMaDVatW8d3vfpdVq1Z5C20B1JeI0lkaZ0NlMeuqS1lVX8GySRU01pbRVFVMa1mCrqIoyahB1v790i1JPG1S2pemqqufurZepjR3s8PaDqat7aChuZvqtl4quvop7ksTTWcR1sA/ZgX7NwjpXXZhzd/+RvKTn0Tv6qL+5JMpu+OOjW53tNuEhIRsX4yryHn66ac588wzeemll3jsscfIZDIccsgh9Pb2judux4RCJpOeEtRkNJCOJwf1d2W5t5IcXk6OXqAqm2YNLnL84WDjZVT7PTnluapFBt9siupqwidydF1DEyO/ZQv2U4LWodrqXKez6hU7rt4O7dLLS4cdrqaJkVUwM98bRVifBSI9OkN+c1RX25gQuURB8ewde65BP56hWVureNraw9UGI51O8/rrr3PQQQe5yzRN46CDDuLFF18cl31eeumllJeXu68pU6aMy366urp4+OGHhy2ipBCkIzq9iSgdZXFaJhSztqaUlQ0VLGuooLGmlKYJxbSWxVmV6uX5d94iZakvp2FJEuksZX1pqrqSQQG0roOGlm6q23sp7+6nKJkmkjHpGWH/AMyqKtbddhvdxxyDME2qL7iAiRdeqJI/R3nco90mJCRk+2JcRc7DDz/MSSedxOzZs9lzzz259dZbWbVqFa+//vp47nbMiBTlJJRKlfAv7ZJqjvmjRf2hTXLAfBc/+oCenEEmzxyD0BzXaBugjSHzcIKtBd+Nw3ws/mBATeiIUdyyBXtlgdGsojX7OjX62lS1utjSmPLGxWPDNxIFWCMw6t99LTH8lZ1d9AuM9aOLLh1LkTNcoz+3/PhIyL8HBdIqvG8hx6AIR8hWxYYNGzBNk9ra2sDy2tpampqaht3OQQcdxJe//GX+/e9/M3ny5EEF0rnnnktnZ6f7amxsHHX/NxVSE6SjBr1FUTrKEryZ7GD/732bh7uaWN5QweqaUtZPKKatLE53UZT+qI5pe4AMU5JIZSnrTTOxM0l9ay9T13fxhfIGlt/1d/YtrmJCRx9Gdng/fDIWo/mKK2g95xwAym+7jfpvfxstFCghISHjyCbNyens7ARgwoQJBT9PpVKkUl5tsc01QiP6BEQhWlJCf49X4UbgGGAimHjvs71yw9cGwtK0AlXZhjlFjhTIjTAiB+2X5YUG5R6GP2RI6Tz1vrdXUFw8cM83RvxIXyfGK8Fc1w0Mw/4qONd1xOFqOQlcg2Dooyz/Pcpj3xzhahvjyXG+Z4EUMqfIhxCk085C718pobHRYMqU/ByMUfdjjLw4Wo+GyArMivGpADFQTk7I4Dz++OPDXjcWixGLxVi4cCELFy7E3MqreViaIBU1SBVwKmuWRSRTOAdIRzC9zg7360lR0ZOiNxGhoyROKjaEOSEEHd/5DpkddqDmRz+i6LnnmPTlL7PuD38Y+wMMCQkJYRNWV7Msi7POOov99tuP3XffveA6myokYCiijVEEEs0I/mj7DQcR+FcEyytLSVEyzWBICuXuSAbwO9jtDu6FGYqeHuGO6g+UN+TPycldJ9Azn+C4777SjerXkOQUPNi47Qsv9zni7N0MvzCxEHJEhQcM3cib12Q82RzhahuzTyFztvcVHujqEvzjH4WrkD35ZFHB5ZsbkRGjDjUc9j7yhM62Ulg7n4kTJ6LrOuvXrw8sX79+PXV1deO67zPPPJMlS5bw6quvjut+NieWppGKGfQUx2gvT9BcVcKa2jJWNFTwUOc69vvuKbzZ105v3EAAJckMk1u6aWjuUs+9IRR27yGHsOauu8jW1RFdupTJxx1H1bvvbpqDCwkJ2a7YZJbWmWeeybvvvstdd9014DpbWkiAFhlY5IBjbkvbIPZydISE6BClpJ2Qt0B7MhCmPPC2oyyl/J//xGhvty95bmW3pFpgWQUMfvLfe14t2HU8byOZ8/dYVgrD57EKHJvjRhjezjTXkzM8TFN6niMbI2tR2jvwDEkb5w0b9ab5/Rimd2NXffj91fX8IgX++9tfVS/vPEvPw7cxIXLjzib2rEhLeSi3RaLRKHvvvTf/+c9/3GWWZfGf//yHfffdd1z3vXDhQmbNmsU+++wzLu3X1tbyox/9KC8Ub4toWwgqa6rZ99CDSVWWqvLXtWV0FUWRQCJtUt/ay5T1XZT1pAYtYJCePZvVf/sb/Xvsgd7RwWd++UvuPuSQEfVtPM9VSEjItsEmETnf/e53+ec//8mTTz7J5MmTB1wvFotRVlYWeG0WbKGi5RhfjjHs2FmaoanEeMceltItSKBbObFVFmjdg59uKeDNdxMD53dIWLQoMeqkYn+4V645GF2l4hYCIidn24GWRRyDdBgek5HjeZbUKR4bT45lwto1Om1tAqRXAsLN8RBiWFXyVA9H5rnwG/DRqBMvIilODS6MRyt0NofxPxKfSqG5ivK9pn4RnpMLhhKsm8NjNSyGcR/lhueNhK21OMJg9PT0sGjRIhYtWgTA8uXLWbRokVtJ6+yzz+bGG2/kT3/6E++99x7/8z//Q29vLwsWLBjXfo23J6e6upr/+Z//obq6eotsO7eNdESnZUIxK+vLaS+NYwpBNGtR3dHHtKZOKjuTal65Apg1Nay98066jzwSLZvlK48+yq433TTsWNfxPFchISHbBuMqcqSUfPe73+X+++/niSeeYMaMGeO5uzHDMSY1XZ0ezVdJzW9g6dEYRsRA2qFNuiXVPDmAME285AHAgsh6Xy6GBNHr5fv4kRKi771X4ANYurQUy1Rm3UgJ5LTkGF6PP1Y86DpS5u8xrwfjNFothwixGw3ZLCxfHuE//1EFBvzHIsCrcucrFz4QQoPBylTnkSNyNE1DNwz08vGZVLSQzVBRUUFpaemI23r44aB3IJUqfNyDCrJhXEe/0JcyOHeTc392d2m2Z9Le1xiLHCFGMBfURmKaUMChNXq28oIMr732GnPmzGHOnDmAEjVz5szh/PPPB+CrX/0qV155Jeeffz577bUXixYt4uGHH97qR/W7urp4/PHHxyUfdSzaHqgNU9doK0+wsr6clooEGV1DtyQTuvuZuq6T6vbeghNly3ic5quvZt1ppwFQ8cc/Uved7yB6hp5jazzPVUhIyLbBuIqcM888k9tvv50777yT0tJSmpqaaGpqIplMDr3xZkbDM6acMKJcQ98xgITwFyKQaD09RD/8iJKnnyncuJREGldR/Nijhfe9romqyy8v+JlT4nk0IUiDJe4vXxr05CSTwcpyed4jKTzDfqDwNpvODm30Bpevz3KQfQzVRuF2hXtOcoWdc22VcB08v0oIMIzhl4WWlnRHN196KUIyGczwGvAYRnkOC3k4hBBYo3B9XHBB8L64++4BhJLd1+iK/PMS+ziYU5MnJCTknQtpr5eBySnVeFubTnOz7l6/PUYQIjcaRip4+vtHEsIo8Ecw5oYzDoUQgsgqbxBlay88MH/+fKSUea9bb73VXee73/0uK1euJJVK8fLLLzN37txx79d4h6utWrWK73znO+My98tYtD1UG1ITdJXEWVVXRtOEYvqjOhpQ1ptm6vou6jb0EE9lcly1gleOOIKvAWY0SvGTTzLpq1/FWLNm3I8nJCRk22ZcRc7vf/97Ojs7mT9/PvX19e7r7rvvHs/dbjx2uJKU0vMeSIlAc+PchYSi/oz6yM7JEaj19Q0bQNcx2toH3IXW0oJZXRNYJlIptL4k8edeoG///fMtFX+omf231qu5+TQOAxlXhQonuO/tA3U8Vf/8Z1nAO6HCaYL9cdsbwlZ+9tmNSwj38jFgVIUHBsARdPk5OcIu5a2KSAzlQdKEHJHIQXrewdWrDdJpYXuPRnwIw2JmLP8CCfv+9qNpGrFY4aT+gRgwFM65Vwt5eoahrayAtyuGYUTcbY2Ai9FX8W8Yhv3GeGbKSkbm+frrX33rD9G3XE9OPB4fcXEKLemtP9bflRDF9lB4YEwQgt6iKGuqS1lTXUpPPIIEivszTGrpYVJzNyV9wSIFdwPPXXQR2epqYh98wKQvfpHYG29stkMICQnZ+hn3cLVCr5NOOmk8d7vxSNDsaeyFVPPhNLT0kFuxqHGlTlurskyEnccjRQKEQMtmEbnxJ47hJ4FUCmkEP9c7OiGVgnQGs6oKkTtpqp1cbVlenorWq6H1By9jwLjyY4Fr+OQYXc4guGVCTKp9DJb07y88MCxGMbLs5at4bYym4EJBfOE8/pwPFbrmJEhI97oOhhAj61cgqd5njA5mgKdSgg0bRvd1rY3kd07TtDyRI4QYsQdh14EM6cG8e0PdCznXWQjhzo8kLRC5oWtDeBL9jCREL/d6xIcoJpKLW7p7GP0yTfBrmpGIsUJzX43Z9yQkZGMQgv6YwfqJJTTWltFZHMNCfZdq23qZ2tRFeXc/hv070rHzzqy+7z5Su+2G0drKpK9/nZL779+8xxASErLVsunq2G5FLFmijGtpG7lINXkn0m/rSzYsi9G9xsBWHwBkOyuwEnGsigoC8Sd+geAkGWg6WkeHu1zr6kTr7yczbQZWWRm6Pa+QQ0+XrrwPOeV1c4kNMLquZS2EWdjicqaF0dOCI3VNHU5OTk6AQIiXbaSPsSsiHo8H9q28D6NoqMA2UoImoTwrA22uWW1fM/tQhC10He6/Pz9vxpsnZ5hYwtNU9q0gEIMOvHd1CdauGd38OoVEWiFPTq5hPVShDABHhq5caQRS0JwtC90Tucty95sroIPl2YVXtcm33DKH57fYGE/OSLccyVQqueFq7j77RiB2/F4tJ4Q2ZEwZ73C1bZlMRGdDZREr68tpK4tjaoKIaTGxM8kh5XVcfvr3iAsNs6GBNXffTc8hhyAyGWp//GMmXHnl5qmFHxISslUTipwCpJIamm1QC7+scf50bAlb9HzwWi/RZcsQUtKyQUPGE2Tq6hCaTtmf/4xIBUsDC0BaFumddyLuC3vQurog2U/fnE9iVVRgrFsXSMBctlwZuZFIlFjUlxuRY8zsLASlpWV5nw+Wk+POfZmFrHSMdm/l3PAX4Z+5dJyMKccgbV8eLdiHYbdTYJmUaibcyqy9hn0MLc267a9T/9dkcPv2ds/79vjjRXR3awgxwupqAetcurlectCcnFEKPJx7uECTBRr0i4DI2nxRlTd3kv1+0aI4vb3ez4mu6fY+Cu14iA4TFPKWhDde09iwXgwY6iatsS1MMRa4oXzD9OT4Hb/OdYg2Dh0G2dUlWLVKH3xQImRMGO9wtVgsxsyZM0ccNrqp2h6LNixdo71MFSlorigibWhEhMZPjj+Rg8vqqGnrJWJEWf+739H+ne8AUHn99dR+73vqGTmGfQkJCdm2CUVOAVwDy87H8Jn2yiCNRD2dI+E/r5YSXbYMgPeXRzHLylROhxDE336byt/+1l7ZbsV2x1hl5Rjr1nk7zmYhGkXqETLTplF+yy3U/PjHvo454Wq5gXNBcidTjC6zDSU58Fa6Zs9XYmmY2Nv7c3JyPDv+5HAxnmJHwrqXirz2R7CPvHA3f7OWQFpOc74y1c4x2yPhuZ4cNwQJ6OnRyGRsgTjC6mrO2tMyEpHGSXoaeJs8T9ogijVv2wEqoOV6UAoWABiiafs+i1sgfZ4LXSiL/a23ChgguaGPG3L3KwJ9FkCyT5BNBbd15ovyQtaGvgYj9eT41x/ptgFPzhDn0rK0gp6c4VyDlhadjz82Cnw/Q7Y2dtppJx5++GF22mmnLbLtseyfFILukhiNtWWsqyomGTXQhKC0L82U5m7qW3tJfvcHrL/iCmQkQskjjzDl4INV+JqU43quBu60KhoT78+gDVAaOyQkZMshFDkFEPZ/gcIDgFNquHTmNEhqanQ9a2FaAi2VVgUHEOg1E1QJ4kiEbE0NpQ88EGhf7+rGLCpSjQUMJ4GMRJASzIkTEek0yX33VXk69v4Dhp29LL//cPttnqdHZNQ+mpo1L/QrZztDF0QiEduT4833EzgrPqPaH1Ikc6usFejPcI0urdO7Jf/611heu8MNCxNCuCN8UfKrfLmV8nK1grRFi4B4OqsKBPg+90/W6tcZI8rJycudEHR2a7z9/sDhaLmaprQvTVnv4FXfHAp9yQt5cUaDcx/VZzVERstbbmWHcb3W5S8KnCOpvDkSbJHja9PxguWK8DFgY8tHOwMNvT0anZ2D14ceyJMznBBQ0xR54aV+72TI2BGGq40DQtCXiLK2ppTVNaV0J1SRgqJUloYNPVTsewDt9/2d9C67YLS2UvvjH9NwwglEP/xw/PokJXrWItGfoby7n+q2XiY1dzF9bSfT13UyaUMPU5u6iKWGMXt3SEjIZmO7ETlVHYXnpCmEGlR3RI4/LMu2fgFjjTKgjc4OLCmQho7R2qaMZttascrLyeywA5mpUxFZ121AdM1aMrU15COxysoRWUlFV5LuY44hvcsurpfISf1xJ+FctozY4sUFjyHZ7/3tGEp/+0fcNRBzTSdVMluCCSawGxItYAgX8AINIW5GQ6TJM/Q7O+3z7Rd0o9hXqSZdkSPSAkzHMBaFBZgEhCCWNlUulo+sz2iXUs3Rog0RrtbUpAeFlM9LJmzR2tOjsWr1YEn/Qe+Gblo512ewLYe5Xq5nRwpWrBiqEIH/fBT4WAKZAZbbaNn8DS0LdZ4sdV9KC5XLJINHI539yuEe5egZeU6O2qJlg05T0+Aix7IEuu4bRBhgjp7cSoqghHduhcCw8MD4MN7hakuWLGHPPfdkyZIlW2Tb49U/p903P/6Q5qoSVtWV0VESwxIQy1pMKKtG/8PtZP/xGHLhH0kc93Umv/QmfdffgvhgORVdScq7+yntTVGcTJPozxBLZ4lkTHTTsp/jBX4hpMTImhQlg2JmxtoOpjd10rChh4mdScr60sTTJrpUwcamJtClpGFDtyqJHRISskUyslJKWzFF/Rlah7FeLBYjHomiAZa07MpOCteQkBLR24eUMUQyZXsFBHp7u2sgSyCz4470zdoFq6SExEsvYTZ8HoB3n61kpxPLiAOxxYvR16/HtCexs2IxYv1JRBx6jzwS0d9PxY03kt5tN9eQc7w58VdfxWgvoX/2TgT0qgTTP4Ju/7ZPKbEQWSdAK4iTkyMsQRZsgTdIuJoPd62BPh+OdWgCOiSTwj0SZ3TauQKj1DgBIaO36VgJa+BIL1+4mmZ7tPyD6XN8zhZVNjppl9a2qwN1aFRUBC3Mxx8v5vjju9yR+uC+lZCTFgxQEyKwTWlpKd3d3WgSrGGejZGMZOQa1k8/Xcz06b4CGLnX0g3tJBiCJr3PY8tipHbx5aXlrKvlHrhtj1gtOmRVtpJlCZ+gcdxnYsSenJF4Z6SEjM9+Galnxxrg3BQim2VY4WqlT5TSdWTORIym8nCOdeGPkE2PZVn09vaOag6rTdH2ePUvt92sodNaUUR7WZyy3jTlPf0YpoSyCphdAajv/SecBrr6C7QaRAKWJrCEwLIfeJGsiTbAd1MCGUMjHdFJGzrpiE4mopM2NISE+tYeEqks9Rt6aKoqIRkfXWGYkJCQ8WO78eS4DFHxKB6PIy2ImhbSCqaCC0uqVyqF0doBgNbUTBYdWVyM0dRkaxyhhE5pGVZFBemddqL2e9912+nrq1LhakDvYYeRePFFZw8q2d20MO2azjIex6yoUB87xp99DBE0xIZutI+WBw9CBnNHnO2mllhoZmFDSBe2sLEEWZk/Yp5LwB9kr5gabPJDex2jxVDelBycCSIXvxMjGo3anjSVK+Mksat2hh+uFsinkMG/pcT2qOSMgktPlGmWRLOkCj200X3tOKW8hQDLPq//+Ed+9bXcQcR8gaWhpQRVheaUcTdSL2fulOHM3+NQaL2lS7Vh5eSYpuDjjwd+ePsFbsDukY6YHkbYVIFrKi1YtTLC8mVR9z7A9aoGQzwxQVj5+mtjWb1c4/knRj8OZFmC7m6N5mZjyPQp5cnx3hcqCz0Qpqnle3LCULWQbQBL0+gojbOyrpzVNaWsnVhCU1UxzZVFLP/wXVpvvgHuvh3++QDZt98gaaXpjyohktUF/sedQE3uHDEtYhmTWEYJHAmkDI2eRIS2sjhNE4pZVVvGskkVNNaVs76qhPbyBL1FUdIRXT3bNcG6iSX0xQw0CXUbeihKhh6dkJAtje1O5MSWDl2JRUqhRsqlVMaytA1du4LTgw8ZoCvDJVJVg6XFMKuqMNralDiwI4uc39fM9On0HPkFzwgxoq7h3Dd/PlpXF0WPPUZ2UgPRjDnwZIm2Iel4OCr3O4gPzZ1YvTIYCiPwhBDAxx9FhjR6NOGFq2Vtg0nkGE2BJnzVvhxPy9KlKiRM69bUuUoKjGYjaJImBQwaxiyIRqNomuaG5glfWNxojLeA8et64xzvkMhrV6iqEWiW58l5/gm7+IG/6pedTyMEnHmG+twsICKdMtH+/nj5TFCUKEJYwp3/ZSC8PCxn/h7Jiy8myGTgww+HIUR83H//MIx3CYYR5/nnB5nMdYBrI3zHV9DDkBtzNkC7SiDa4WpSBIo2OOJRQyqRMwxPy0i8MZYZ7NtoCg9s2KCzZo0xpACzTIFhFAqnGXo/2Sx5OTm5oidkbAhzcjYTQpCKGiTjEXoTUbqLY7xdU8mkP9/Eex3NWNdeifH904kfOp/kn25gdVmElfUVrJhUydJJFSxrqGBFXTmrastYXa3E0roqT8ysdsRMmRIzGVvMDIYUSuj0xiNoQF1rD8XJ4eVJhoSEbBq2D5ETGEYffFVhTwKqSSCTxmhrRbOkcm/b2y5boSOSKWV0lZVhWmBVViLjcduGtr0gzn51ndTuu3v7KComMJWNEBjr1qHtuqsXkuPvfixG8SOPADBLs5ShZ1d2yTZMQvSpfCPThGXLEiCDCfLd7vw6A5chdn/PbZGTF9NfaKTcbksTWuC90WKo0XVTFPTaDGr0+vrnGm4baawJoHWD3xvkGMf5Asf15AjQfJXVSpw5anzrmibEYgmEgNY24S7LRXl8fJ4kwPLN9eLtf+CHqmPQK9GtNhSA+ChGql/w8dvxAbct9CVvaxuewZ7NDj7fi+bzOPirqzmtF/IiffRhTtW73HmdXO+a17YSvCIgtp05rBzxo2mD572MFHOA+aaGS0SqeadqtKHFeVmLzmervS/tSDw5rsjxIRCk09qoBgVCBma8c3JCRkYK+PCrX6XxoYfo/fznEZkMlTfcwJTDDqP40UedH02kJjANjUxEJxVTYqkvMTwxMyhC0FRVTE8iggBqW3sp6QuFTkjIlsJ2IXKEBCvHaIhEIgPO7i7tUXJ97Vr0dBatpwd95Up3+0wWtFQKicSMxZV3pbKS5L6fsY0w5QkQEBjZEVKQeP55282T/8OqxSIgBBnbWNuwQae1VSczZQqJ555TI+uOAWjPvp6ZOg3Rp+KRs1mNtxcVuUn13gHZRpDwjG3n08cerARA16QqTW0JsjJ/xpZCeZt5BpT9ftWKCOl+TxQKwZDGmvCN3K9erZFO+7xHA4z6T5gwYdA2HeNcAFlbbAnpCRtdN9y/XaPc91dgt1IQyZgI33mVUqDrhn18Tv/zDe3cc+fmkNgYWWkn2A8ucgSQTkNpaYnryYlLIAuTBghDdPaXy4YN+V/9wuFqoGkDe4lcgYtAQ6Mkq8L1AmXFc659T48WXFbAQHe8eNKC4qJiNedMzv3gDAhIGHZOztq1I8jJsXKu2wiNoTNrQMtAiaOaB9uXFEyM5bvyhpNnY1mqAEZu4YEPP9QDcxeFbPnsuOOOPPDAA+y4445bZNvj1b/RtOvfJjt1Kk033si6668nM2kSkbVrqTvjDOq+/W2MFSvGtK95CMH6CcV0F6mpJWraeintTQ25WUhIyPizXTwBBTIv7F/XdTe/IbCuUEngGiC6uhCRCJHGRvRVK12DLZMRiHQWyzaYZ+oWGBHMKVOQQNoWT0JCJGMRWRtB7+om+t4SSv79b6TI369eWorQdCwh6Iuq7RsbDVavNujfd1/SO+0UDLVyR7QF0vbqSNMi9urrgCDut5ccD04BI7A3UwqAodmiQAose93ccLW8c+qImJzPNmzQSaeC3h23K4OE4jn/vvxylO5uzefJcQRq0BNVVDRwGFU6rbklqPNMzNzjk57A0DXbABeCrpIYWd0+DksVr/B3wAlX03yN63r+3DyzhQiEDyrx4J0fYYFuG9SR1QMICrvPf/5znMpkVh2TvUxaAkMfOPys0Je8tXWA6l3+ZVKF3wkRbHv58khgHbAFWI/GR89H3Pfu5znXXFpBkXfP3/KPWfrEqLONUjT+OY1wz8twPRb/+pe6PkbT0OF6pjn6CVgB5Q0UuhKCQ7STRlLkC1cblScnZ926YivfSxayRZNIJNh9991JJBJbZNvj1b/RtFtom76DDqLx4YdpP+MMZCRC8dNPM+WII6i8+mpE/9DFCUaNEDRXFtFVbAud9j7KekKhE7INI+0pP7bwSp7bicgRaJXl6m/HkzHAqKwbDiQlJJPIRBy9L4kZMdyLmc1KspOmIBFYQAIV1qSvTiA03RYLABKxNobWrdG96x4sfzNFZtIkpBY0sGRREfpuu6FFdCWybBNRz6oXgCwpAdOyK4Up46urOKYmENE0RHc3or1TGc1Zk90inlUtfaE+zjG40Wl2+4YGZJVwEZpO7siwf5u8Jf5Re/tfp6ytlZN/8/BDJaQH++2XTplm4Sb2O5amU8VuOFhWMD8mEB3oC4PSpMxpU+XY6LpOe1ncEznSSfb31nWrWgnsCmueiHOM42g0ioFn1BuGgRDCJ/Zsj5GpttF68wsCYG8v7X2q8tZZohnTzuMRXtiYTaTREw6Fzlhr6xACB0AKTBN2DMQuCl541jMqHKGoawbZjE5XpxZYXjjcUJDNePsqVLDCm+RTnR/L9uqIbPB4ZO69NwTOPZFdP7TIkbao8no9QqRAoA1LhGUFJHKcgELkfwcLbmt/1wLVECXsU59FDOLhC9nyWLt2LRdccAFr167dItser/6Npt2BtpGJBG1nn03jv/9N3377oaXTTPjd75hy+OEUPfnkiPsmuruJLVpE6X33MeHyy6k79VSmHHgg1T/7Wa6rl5aKIjpK1OBadUcf5d3jIKykJJoxKe5Lq3ncQkI2A/H34lT8q4L4+wOHygOIfkHi7UTeXIWbiu1C5GhCIKL5ORUD4eQ+YFnI4hIoLSU1ZTKiS5VuLTclsrgEKVSRAexQIpHRQdN45raouyOR1EFC795z2TBrLh1nnJEncnoPPJD+vfZCiGDYSVFKJ96vLpFZWYnImvbIvfo8q6t109OmU/z002jrW5laPwmRyQa9MHaxgk/VZ70RdDuGano6A9ksug4yjevFyDtPOa4wzQJsD5LIWUdKgWUKliyO8cD9pYHtln4cpbOzwG3n8whkMr75gHKMt+FWLvXPJ6SR423ye4csNe9BbToopGJFCfRolJ4ie34d2/Oj+b0LUvVYCEnEvqTOPDr33qOOO5FIqCIWdr91XVdFHhwNKiXSEup82scbi6kKc0GEKwClrqGbqihCBA1hkfew0/o0/5Z5pFIikLdVCEccF/ke5AL4mhbMb3KW+3O+nH1qQgtcv+eeK3E9RA56ritQet4e5x5w5skpX28UFNXDHU1yQhjfeXvoAiRqks2gETMSXH0+jJCz3ADRwULjImuDnq9Ck4E6Vf/CnJyti7a2Nu644w7a2tq2yLbHq3+jaXeobTIzZrDu1ltpuvZasrW1RBobqT/1VOq+8x2M1avz1tfa24m/9hqld91F1UUXUX/SSUzbf392mDOHyV/6EjU//SmVN95I8ZNPEl25krJ776X8z38ONiIEreUJ2m2hM7EzScUwylsPipTEUlkquvqp29DD9LWdTFnfRV1bLw0t3aHQCdksFC0qCvw7EKX/KSXxboLiV4o3Rbfy2G7myUETqnz0EL8Hzujp3x8txuiYwBeOFmSnTycjJJHXV6KlIjREavHyA4RrnDrVsQzTM6qFb2TfMWRyzRerooKI0BCaBjEDy+oFoCgl6IvbHoL4BIRtKcuMmlTGqdBmVk6g6ueXoNfN4qND/wTJLCLd77N0lBG020TPuyMAkUoRsyyKn3gCQ/sGWUt4IsjK6WnOiLwA3LkLc404qTxEAkk6bftJLFsNShHMF/K3b5+nbFblDjnJ5k52jPLv5BuDsoAlN2hYnCNUbJGChHLT+1wgaWy0PSe2J8fIWrbXRxnKhqEKCqg+gKEHPTk79utu/3RNt8PhJI2NOj3dQZtc2scmEYN6GqUU6txo6pxoUmXCCKuQKPX+LDSSEYtJ0r782P/8p4qDD0xSHY/gzMLiVPLTcs95gfacsDlP9DjXLBiqtWZNMRNIux5EAD2ngyr8zxHMatnMoiy6I8KdXUqYkNEQJnQU9Bjl43nahiE8ZPC89ieHbj+vDX+Z8kFXHKD7BRZqXRo0eO/dsLrA91MEqviFjA0LFy5k4cKFmINV4wjZchCC3sMPp++zn6Xyd7+j4pZbKH78cRLPPUfX17+O6O8n+vHHRD7+GKN14Jn0sjU1pGfOJD1zJpkdd8RYv57K666j6rLLSM6dS3rXXQP7bCtPIIVgQnc/VV1JhJS0l8WHHiiREsO0iGYs4uks8VSWWDqb9xvuPEJjGZO6Dd2sm1iK1Ib+TQsJGQtEn3evZSsGHy3Vu21bKCvc+RA3JduFyFE20zASrW2khEybQXdrGR2lcUqT/ciiKFpHB0JPI3XhigApVVEDgaQvqfYhLc/uFxa0NusYtZmAIZ+Lbs/JI6IRVwRU9er0xdTKemaaClfrTxF7dzHJ6k8qkSNBxuM0X3opqcXrkfEEWncPwjLROjuxKipcA9TQguPFWmcn0hLoTU3owhnldkbjZU7OCnnWrSgwiaODZap5PzRhIITlS+4vHIKzoVmnBNDQAuFqfnE1krK4KjzPDk3KQNoSuGP3fpFj/+2KUqnyYx54AI46yn9AtidH+EWOeglw5zhxPDn+u00TwlU1Gzbo9PerY9PcvohAnwoKN/sz0wSp6/Y9h1epLWd10xcOphU4aZGIyi2L2JGJXV0aWBpGUQLavWO2CgkoH3n3iAwuFznWu+NxcMLVDMNQoZKBvkW9ktESpJSUGBbCJC8RX+B46oYXyOgKU6n2nR3EnWVmIRpP4JyQfQ8v5+8PdtjlzYfhOnLuLfvvodb14/w2iQIDArnnYKAS0v68uZCx4cwzz+TMM8+kq6uL8vLyzd2dkGEii4tp++lP6T72WKp/+UsSr7xCxR//mLdeZtIkMjvu6Aqa9MyZZGbOxCory2lQEn3vPYqffJLas85i9QMPIOO+sB0haLeFTlVXkgnd/Qgp6SmOoZsWhv1Sf0vv/QBeGVMTJKMG/TH1SkV0ohmThpYeEmmTutYe1k0sGbG3OSRkNESavWiC7FCPQt8tKVICWbRpH0rbj8jRNTU/i31+33knQnFxlvr64LqxrEp+SEShO62RikcodcJmLIlZMxHZq/J2LNdAVVdxyXsxZXFZwvWy9PRqrF2hM2U2AQMwkUhAT78yfoXdR9MKjPoK6Rt5jsQQlkTLZBFpNemYEyoXT2skP/c5evYwsP4dQc+aCE3DaG4mXVGhwtVMAiO7AtC6utRBGJoKGWragJSTfMekVo59HKOnMptvqPnye5x2W1s1LFMZiLouXcHmGHsTYtI1NP2sWRNhF1TivxOuNlWYyssxwHfCEQKxWIxUKpXzmRc6ZZlg+g1DV+A4KifXQJZkMkERrOmGyrtyxBeSiVKqMtnCm61+ouO6s41O0SjsyUe9UD6BVFXL7C488VSEz+w0eOSocyymKTB1DTOiE0urRJ48r4SEt96KMfsTKkyiUMvRqCSb1ShqjmBWmEqcSbwYJyFoXm9gmvmV9vAJBOFKV4E0veN095njDXHC1JzJU4uLi9ELOfacS2MBun0P+HKp1D7xquWNMFwNqRGNRgcWOSbKc+Qr6OD0ubamht7GdXRFBjco1LjAwEU/Cqw8IP/+dzFHHNHrrevDyckJLJcEqv6FhIRAZuedWXvHHZT8858UPfkk2fp6V8ikd9gBWTzMkBohaL7sMqZ84QtEP/6YqksvZcOFF+at1lEWRwoVtlbZk6JyGMUIJJAxNPodURM1yBhanoBJRw3WTSyhYUM3Raksta29rK8q3iihIyzJhK4kffEIyfjAVTVDtm+EL4+2u8UY2DkjCeSF6r060XeiZGuypGdsmlLr24nIEd4X3zYEuru1AaurISEWlaQz6vNsczFysokVL0IKDWkpw9ixSwIVoNyoLPXH3f+ewG67JQNlhKVUhrkFGM0GVpEFcU9UuLeELawAZDSG3tkFlROwDHsWeFQYVXVXFL1NxzIlGgKtqwtRWY6xejXpnXdGSJCm8kJoHZ1U/+wCltX/Eb2rS/VJ0zA0idzQCXKy0l3S1w+zsPdJ+P51vCEvvZRgYlLDMgURQ4W/2elNaMC8hmxhg9RnuDpGW5WWI0Ck6ksu8Xg8T+T4c3IEoPt++IXP8HYmAxU+h4MQhfJV1KSwEUN3DeVZmgVZVULaCbmaZlfIMnSDkmdKEP0iMKLubOucA82C9S0CcwfPGM5mfQLLFhz+7YUQdriC9ELE7M+1Lg2tXwtU1SoUxfDZhiyplLddNitUtUDbQySB9euNYAia0ychiEQiSuT4bgy/dyzwnM315KC8a6AeqrmeHCXcnOvnHJ8Sc5rm5eQ4HjDhbTYk/kIFg+W9iJSgpEfQXiB1R1pW4H4aeGc+Tw7qnGUyhWdFzx3Aza2u1tzs+6nOWde0hfZ7S2JMm9vnruKI6JCth6qqKhYsWEBVVdUW2fZ49W807Y66L0LQc9RR9Bx11Ah7GcSqqqL5iitoOOkkyu+4g7558+g76KC89TpL41hCUNWZBAFZXcPUBFldc1+mrpHV1TJLEwxXqKRiBk1VJdRt6KGkP4Ns76O5smjUQqe8J0VFT4rynhQtlUV0Fw+duxiy5dKx2qD5zTg7HtaDPoaaVaS8h3ZMDjK/e469VvJsibJPlkLbjLHPOyzEdlF4QLktnDAVz7MwoAEgIRaDrC1yHCvKrJwAmuYaqALBqlUR0nasvvSNNDt/6kKFrAVGWqXwBJZjFPp375QzNkHPeiJH6+tDmBZWNI5EeYtUHoc9AacEzZRoQiB1g/ibb6oES6m8GZqA4ocfI1tXB0Dl1Vfbk3zaZZC7et3z4u+PkCKvFK0nyZyQKbXAsvN6TFPNveOKHKd6mL2uSOV7H5xjd3JyXKHlGPCWJGIXO3joITXitmaNgVHAX5orcgSSSCSCrume0W6feyfXxhG4UqriB8HjFW5olPP/T0WUqvV7cjyvk0Dv1GlcraljNr1+CdcbpDClPfGkbbS/8UaUJUvUL1K5M/Jn9zWTEQhN2D0iP+HfEmrOHSc/rMko6CCYVmaSyQhfu6hr7Jv01i317BPn5/5XXyAvyv0715viO8f+8CqnUpvj0YlnzcKeHF/Zc2cwoSiVRRMaeUn6kvwcsgFw9jtYyW1QhRmamgpPpiktK6+aXSEkBHJy6uzvXSGE9H+j7GW+AiCOOG5aZ+Su5hZIWNPoL+0tlD4MRc5WRX19PT//+c+pzw0x2ELaHq/+jabd8TxXwyW5//50nHIKADXnnou+fn3B9bpLYqxoKGdFQwWra8tYV11Ky4Ri2ssTdJfE6EtESEcNLD3fYzNkH+IR1lcVI4HSvjQTO/pG98WXkrJe5f0XqDLY41IdLmSTsexPlfxXd5TX7y0beuUR0OmbgqEszoCFf0Q2eC9r/ZtecozrHp955hmOOuooGhoaEELwwAMPjOfuBkRI0Ht6Asv8RnBgXTtcJxqTpLOGPaKqjI3MjjvaSfSO90IQ7YlQYjckfCFJTriabtsunkmq3ut2EoeQKpzp/Q8jJJPe9gCapqkJKwE0ncz0GYh0mkzDJEQkooSUY4T6cxiqJoJmYKxb504+KqSGJqB/7zmkd9kFIUDr71d9LSlB1yTZZNYtVex4NwzDUInzBW5iT+x559IZqXdCe3RNuGEzUjrnQ+SXE/QJxEzGVy1K+tqX3oh3iV0C+MlHi4gUiGP2p0w4Z96dG8kv5CREYwkEUFZSqu6VRIK+vpwsc+mINInmmzfmPw/r6lxqzj3guogASCYd4aPZ/VKenZKPvGp/JfZy57xnMgJhC7dcT0k2CwiBVlkGtVXetc/BLe3coRcUESXRYOEB08TnybGFtSWYEbHwG9q7TzSDNrbPM4ITlucX9AT/LlIVONzCAwJRsLqa83LzpSRYGVi6VAusl+4X9nGI4D4HoMy5aYdYt7tLY+Uqg0JKQZqWLTSHxp/v5cwnXHA9CBg3uZ4cRxSnUiIvT0d5PkWe90x5ckY3ohuyeejt7eWNN96gt7d3i2x7vPo3mnbH81yNhNazzyY1axZ6ezs1P/nJwFVvxjFfpi8RpXmCEjrlvWkmdCZHLHSKkxkipsTUhFsGe2JnkspRtBWyZTDJzn9Z+8HGe+RiH8UoerkI0S/oawsGqIl04Xs7V+QE2ES1W8ZV5PT29rLnnnuycOHC8dzNkAgBot/+otrf1aJEUXCCRmdd8Dwr9vC8O6JcwIATeEaMV/JWEilRZfV0TQZGux1yQ+XeXmzQ0xdsX/j3JUFoGlZ5OVZRibd3XUcgWLQo7hm7RcUIYMOPf4JIpVTfTdWL9I4zyUydChLW3XyzMjjr69FFzoSp0hMGwkkaGuB3zgvHcsSJoLRTV6LA2VSq334V1iV4953gl87/G5oJzrkZEFEOJXZnZw1k3EqNuC1+hMgJ2ZKoct32Mf7zXxGEhHhGGfBGcQnZbM6ouu2p0JHEkp5ztrGRgCcnkDfiXkevj06hgniL4R7brgnTLZQgpAqVi6TUxdR8XhSkF66mJWJgGO6cTs7hOflXjnErpCj4JVcix+/JEaRTguZmEbifj6tK44hztW8I3v/SPQ5pCTtRTX1WXFwcvIfxvium/eO3vkUrGE4HthfFFxZqmYJs2juXUkJvj0ZvrxbI28ovv+2xg+7ECw64itu2VShMUyqlLQoUMinUhkAghIau6Tz44CDbyOC+fvjDGF1d3rHu5mwq1CTBfpzCA36xGNokWyfLly/nK1/5CsuXL98i2x6v/o2m3fE8VyMiFmP9//t/WPE4Rc8/T/nNN2+WbvQURWmpVHZHZU+KihF6YZyoga7iGK3lCVrLVCGFCd39TOwoLHR00yKazoY/OFsok8qVHTEhnnN9TPIHR4e4hEVvFhFfGqf8X+VEc8SLSBW2wwYTOQMJo7FmXEXO4YcfzkUXXcSxxx47nrsZEpmVtHZH0Hp63AtR1guJZP5J7ksqj4MwJcKwJ+f0jao6xq5AECkpdkOh1Od2UJMEw660YujK8AuEx0nywtVM0607gBvFnyNyQICTkyDteXJ0DQ2BmRFesr2howHZ6hrVjmm5OTnSgvTs2QgBa3oqVGhZfb1d6cs3cWHOSHzuiLDjyfJ6q9nHocLVEn06WLbIEZ7nzJ4qkv6+nFvPd5wqpEhz56YRdp+MaDSnxLUy4gsVpJFZ2NVncLuGtH1s1fa5kUA6LUgmhStYpTCUGAmMrOOOjpP1vtCmpebJcXJy/FXanPZdAWCfM0dIq/cECkwAZLO+kMgcz1A2a59QTfdKhvq2bVxt8MH70cD51HI9JZaaeNIfMmeYsL5F59lnfX2znGsr7b5q3jEJ/7W3F2ZVlUDNUpPWGoYROFbn+MELG/v3P2J5JaQ9T5u6nxctUsssaQtqezXlmRNeeJ79wW23DRK+4hzzUCLHVKLKGaIQvptMWqba7zDw+iXyQiAD6zk3is1bb2n2vaEWxnz9bWsNjqI5JaRzuyQEeWGmISEhY09mxx3Z8ItfAFB11VVE3313s/SjuzjGhnI1WXNVVz9lPcMTOtF0lkQ6iwQ6i2MgBB1lCVoqimzvUIqa9j5iqSzl3f3UtPYwdV0n09d1MqW5m+lrO6lp7aGkL4023MnsthAGy83cmulpE9g6lcq4hAzEHyjHeLqEskfLqPh7hZtME/sgRsV9FehtA5QQyHqCRUtpVOWcs/J/l1P277I870x2kDobWmrThK5tFzk5vWt7efC5CehNTYW9JD72O6jENqolesQ/6aEybDVLujFTAqHmKpFBY1NaQsXWYnsuJMFEdpkfjpL1GVTub4Rjozv78BnGUqrqKo7wwhZfrkACVSBBCPSOTox3lyhj1zl+4NFHipXIqZqIpqn9Syl4+23DS4xv0XjmqZid9xA8YcLXlhtOFgifsyditUWOkxek5soBYQoM2wXibytQLco2bJECPRrxLpkl0ExLTbRZYFZ3y4KplgV2FTMN75ybWYFlWu4+sxkZ8OpJTc+POLCPTRME1s1msQ364DkJihjpthfrh+kVXuPCXsmyNPucSWo67dAx7PvNhOJeHSE0N1wNXZA11ESbqniCLUcsJbude7G7U8sPV7MgouEa0aVPlvKt4gzpfuHUOQBUVZKsBE3o6LquPBsoQb5ihe713z5eCWhZSSKpKvE9/XTUvYbu8Tqi3v4+zJAyr3/Ot8vRdy+/5HgLBa6X1dm7dLypwv3gjju8n7UVKyJ8/LGXq+INNAz8YIs0RtAszfPkSCjr9X6tn3tOJzncH2ifqC3L5DwBTNB6NHc9P66jt1B/c/Pj7O+XEBBZrY61kOgJ2XgWLlzIrFmz2GeffTZ3V0K2MLq/+lV6Dj0UkclQ+8MfIvr6Nks/OkvjtNnW7cSOpPK0DEG5/fvWm4hg+irBdJXE3DC40r40k1u6mdiZpDSZIWJa6nkgQJeS0mSG2rZepq/tpL6lGyO75c8lVVJSwowZMygtLR165a2M9kYvoqHU0Oh4L0ZRn07ZmihGu4GW1KBdPceLXy9GS2sUvVF4Ys/cXJoi+61ziYUUGJ0GeqdqL7o8qiYBfSe/vWWt9lB3bl72OLFFiZxUKkVXV1fgNRZYbd1khY7R3OwuG6jwgGPHS9NCRO1wNed/ElfsOB8IXfdGyn3tWYZKcFciR/CPv5f6BIYIjh5Iu7qVL0kZbC+Gbax+8H4U25z1BISmeQae5Qkh4STtO3FUhkHsw6VoAqI+46zarpwlnBFxu4pXb59wc1Z6lxosfieqiqFbuca5+lsT3gh9qamMY8eA1lzbU7h5A5YFmJBYliAWjQXOnUr6F26CPmDPG+OFVrnnHkk8GguIHK1XQ6SFew6wjXa3MBjqWrzyip17IpXRrvopbGPdyBE53sSKOsE5SawsTtSge82c41BtBSdljGQFFXHf/CW2x8LNybEEsQwBT04saVLUr6MJjR0iJs+9oCOFRtbQVcOW8G49GRTJSz+O5qXjC1NgCE94ab1qJp1kShn2TohcBEHW9eaAlYJkVhWGWL1SCxyvc1/6JDYffKB796ezb/f82PehVcAYtwW7W/jAaVF627vtudcMAifBpmRZlL527573e9oGGsETaYE0wZAQyVoIKZXYtO/llSuHIXKk9xtjOwGpy5lAUqSEN3ImCXhyNA3vnvcfkiQvP07Y11IX6lo66/m9rSFjw5lnnsmSJUt49dVXN3dXQrY0hKDl4ovJ1tYSXb6ciRddtNm60l4apzceQQA1bb2FjR0bzbIo6VMJmp0l+bkbPUVRmqpKsISar6c3HqG1LM7aiSUsb6hgRUMFa6pLaS+NkTaUTVKUyqoQty0YIQRVVVUIISgqKmzcb4kUupTvvBPjpZfigWW9vuIARQI2LM0P425eHvU/Lkl1FX6u+UtG+zFyHD9arwYmlLxYQmR9hKLmYEm3jzdoNHVrg7Y51mxRIufSSy+lvLzcfU2ZMmWj24y98Qb686+QFREMZxp71MM/Eom6BQACSOUFCYSrSZ+NbXtMhPS8BGo74RpijgGlCfX+0xF7hN3GspQXYt0anY4ODS0r3dF74TcVbSHSb98QTviWmclQWloarOjmF0iov83KStANLC2CrkFJu3e8R0Q0t4KZEJ5R5Q9X6+lWoVORnl43/0O1L4P7sg3ciVIjrkFPlw5SoAmJEBJpeusIKfJKHzsj1UJ6idTeKD1oTlU05/pZ3ueW9G7jJ/9WyuLX4gGR4lyj5mad7m6BLqC/37sapunlrQgJ5HhyHCeBhTqerOXtzzSVkHMGv5w2nX9ViJ7wRt8tEP5fFffaeQatyIKRkRQlM0SzFtXtfe5nX6xO8cabunvRlLiQ3nnJEePSNn4DmGpZeXmFW21O2veYtLz8noiAtG8eKJnVyNrt13aSh6qI5uX0TE1nPVHuO1YkRI2E+94p2uAggFi/kzMVrCLnims7N8b1ZPrE2FE7ZNzvX1mfTjzp98jm/FuAZJ+65ysikrKUCr1zJunTOjU7tHRokZPQIPmh4R6HNIPCqr9P0LTW8G/i/nH4VC8XKrImEpwANFfkIO08IdyiBE5VwzBUfuvCMAwqKytdD/eW1vZ49W807Y7nuRotVkUF66+6CikEZX/9K8UPPbR5OiIELZVFmJoglrVUIYIBKOtNo0lIRXT6o4XPZV8iogRNfTlNE0voKEuQjEdUyLQQ9McM2sqLaKwrZ3W18ooU9We2aG9OWVmZe+9EIlvHnECvvBJn11134Oaby91lXV0aJ5/QwFmn19PqC2VO+0LPSgwJnfnXtr9V96IJgA3NBmQgsjYSeEbK3sLPu9dXB+1nvUfHaM3fzwsrDL5xZzGH3FhKa596RmW6t8NwtXPPPZfOzk731djYuHENSknJQw/RXzeVrKURW7zYNdgef0wgyJ8rRxlUEq0/5cXd5xhGwhl1lTIgclL9go8+AjccTdqj1IbBnLh6X9yXto1KSbQNrBadni6NHS0v18Dz5HiGjZOELeziCdLy9uFMlOiEUQkc7wpka2rBiCC6em3BJYmnMmio0sVuSJgAdANpWm4ZaCRqRFuD2PIVIMBYs8bum0Rb35LTP7tfEtav05GWhlMR0wlXU6IE9zrg8zo4/0yNWPYIuDdE78gQv5fr9DOjSjxJzf0g2avR2mx458L2HulCjcC3tmlEI5Dql67B7CTUL1+uPA/m0nTAOHRysvoiBpoITiyq5rRRE5+690bO8Xip87i5UYHPpecdWrvGQMtKtKyFEY2oUsXS85xJqXKIHKkpfKFpAJXtvhBGm9ycF5EVZCUIodvnVFUo6+8H0xeSGBPebMZCCPReDQQ0FFnU9XhC3P1XOsUC1Lkt83m8vJOpzpdpep6g/Opvkop2T3w57Sd13R1sSKzRSPT7Jqj1CeDiiCTxSsJt3+/58F+fTNrrnD9c4b0lUVJJTXlRpQoZdK5hZF0Uy5QF5lHKwRZd2V5PmDkixxHQfb2aKgmNLXJ9J+u/p6Xde0Lr9nK01BcoeMIqBEyypFvJEWDnxYnAfRaydbDrrrvy6quvsuuuu26RbY9X/0bT7nieq42h/7/+i47TTweg+uc/R1+7drP0w9Q1NWcOUNGTIp4qkBQoJWV2wYHOkpgX8lAIf0jEIKRiBn0xlY9ZPozJTzcHQggqKyvd9xsjcmKxGMXDnUR2I/n738swTcFNN1W6z6BH/l3MM2d08cJ3u1jpC82mxxMb5VGLqD1Q/uN/JrjlVeXVMbt08ImhhmJJ0RtFlD5VSnyx8gzpG3SKX88/vmQGvnt/MQufj3HHIjtMuktT05nk0JuGf78fpSOp0WaLnHTngFOIjilblMiJxWKUlZUFXhuFEHR/8Yv07D0X05SkZs/mo/fVBXjxBQ1toGFOCZYecY1DZX94RQWUvWOLGLyTmExqtLWhDBzHOBWBKBR7nhdBcXExWqKcSFYJilWNuhcq50/od8WDYyypEWHwihe4+UW2USiwQ44kpObMwTIimGWVaAIiGYuonRsgsUUJyig143FEKu2G/mhIRDqLLiCxvgWERqSxEa293RaC/e75kj5PjNtPp884RrxK0scOr2tZb3DfPXHvWO3tv1abhjTURaQ7ii+EFvRUSXj1dVXaOiu9L0s8btGfdK4XrgDQhDeHTzQC6bR0DcD9qjMICa8/GVUOgnaLKmGpKmaaRqy8FFCTZRqCwASZuxQrb4Xj5feHQ2XS6uIHSvnKoMjp7FTLLVMVUOho11VOlxREYjGE42mUzpmAVBqsDQLZI/JEVTwlXEeHc9/kighhCTKO1xHhCuL+pOeJBIhqkLY8d0DROgM7xSwYpmbv34jY7nA31C7YN2+ZUGW4bcFeKFzN9Zz6vkPCKacuQevwqtPlhrBFdEnEdpM7RStc7L71dAueftR7IPgHO6QUmFm17ZTutPqdkKp6mTCV9y4zVEK/VIVEnL/Vd00ihOCRR4ppa1MT5kpfIQTXfpC2k8oZgPB5x9zz48NxhGlCzRsFYGTU97fgxLshISHjStsPfkD/Hnugd3VR+6MfeRNdbWL6ElG6iqJ22FpfoIAKKG9LxLQwNUFP0cBVKUdKZ4l6rpf2pvP2uSVQXl6Orutk0mk175mmjdojWFdX574KTTA/lry3KMGlR/RRBTz/vBrIa3yxiEnlkonFkp5V3jX0pyaUxmCi/aA98vgME6Yowav1aXT7pvOI6hBfqq5d0dtKIJc/Wk6kwPw27X2CNUmd8x4p4rVV6lmaajEwNuSfxz5fJbV2u+BXtmcbEDk9PT0sWrSIRYsWAark46JFi1i1atV47jaAPmMmVlolSFmlpVhpyxMCJu7kkh4CYUmssjI0JMYiA7qjwVFlCW71L3wn0QmZ8Y+i2wIJZ7mvjLXIZN24+VWrdDL4VZUdDmd6Q/6Ol8kNi3MqXEnAckSYsqA1AZ2dOhs2qFyOvv/azzUmNbefyoAVzuh6aTn0JTlox4yaxBTQOrrQNEjNnIkUgvgrr1Bxyy0IJJZhG5J2W0pUeLkwZtarrgaeKHS8PatWGqSTvnNj02sKIhnB5KjlihxQoVTOahHdMWIl0ncbx2MSMxNxvUauWBNSGa4Ido1LoinphvR9Ybr6wtfYHoiXnocdImpPmqa54YqaHlGeHJ+BOylhITQ4coaKadZ8PpbOTmcuJJ83wTefiWXBex8Ybj+8awnW1EmwXEerrvSW22IylRZksxpLP7R/JHy3cNPaSCAfSdrGeeDH11Kb+EPyMlKQ7fdKXANEBWQsr29rGtXxWz4h5Bc52EUQpJNnI1VhjtxwNQFowpknyJ6INmfAwZk/Cp/gF9G4J4YtX+UzZ/82Ec37biR7tBzPhzuSEBRfOTlySB1daOhSqsliJVx/SC/CFJgWQ3pyhKXW0/zhpLYnR8oIpqmp8D63WAnKX9mj0dmiuz8Vq1dFAl4qv3B30Hy/Q61Nhve5GHjKjpAtkw8//JADDjiADz/8cItse7z6N5p2x/NcbTSRCOt/8xus4mISr75KxQ03bLaubKgoIqNrRExLTRTqwysbHfWqyI4BfXGDtKF+P0v70kNvMI4YhkFZWRl1dXVMnjyZyZMnu14cuXItIqnOwWi8OX5xVFxczNSpU6mpqRkXz866dTqHN2Q4/b9SXH10L/fcU86TTxaxe8y7bmabdwzFOdpycolaMHl2EbEJSsjEsgJz/cDiTm8fWIis7dJwpp9cZee9TugyiK7JF8u9Ga+PxXZZ60yB6sbjwbiKnNdee405c+YwZ84cAM4++2zmzJnD+eefP567DaCbFtmUXVGrpASyJv39wo1Xz5uH0H5vamoSRdErkGkvmVfaf3y4Murz5HiNOL8Tf/lL1DPgwC0F7Aij1atXq2WWMn7MrOBn/xt3w9KcdSMZdUP4E7C9EDOvQADSM2icAgSrVxmsWK7mgJGJYjUSbaGMNjyvj9Mnq7QMevuoLbHc0WE9mcLQIFPbgBAQ+/BDolOmKLEigqPfXpiUF0alcnJU/y3LOe9q3WSfoLrKCpx3x8khLTDsanDKkM0JV0MwpTQLluRv//C+VIm4JJs2WN0Ycc+LM0+OaXtLWpp0rDSegYxtlNuep1desIKV5OzcF6OszM7J8b6czrlzCvEF5kTyH5NjW/tERDarrrUSQcK7ro6gTgqIxZSfzSeyU/2qnPaHb6l7UJieZylrh7L5K+5pAmbMmOEa8kogq5wqYYto07JzcqTXv6jmHaumaXR1aGiaDJQ29k3fAhKyQnknJLiiX88JFxOAZWqq8p7MD1cT4BbckJZmG/DSE9J229694TvvKJHjPHi6Orz8Kq1HU8UE1kQC3xeAVauCeTvOvFJIVaFIIElEJJhqUNYfav7qq8GET7cNqTyQzvV3PDlSGkipefNqeWeQ2Ecx3vq3mgdLSrtkuFRVCt31nPsqJYgvjqPbW2uaZGJao2e1OnZNeO2GbB2k02lWrVpFOj32huFYtD1e/RtNu+N5rsaC7PTpbLjgAgAmXHMNMXuwd1MjNUHzBFUKuqwvTVFSna9IxqQopcpGdxWrUIRoNMr06dOpr68vnK88XIRw2yzv6c8bxNpU1NbWMm3aNKqrqykuLiYWixGLxdA0jUyyn+jaDZBUESmF5leLRqMkEokB23eEkWmapNNpdF2ntLSUuro64vECz4WN4NVXi9h3mhpd22eKyepFMb73P3Ucuat3/2vd3jWrLKDZLAumzNKIT7SrqiEo7Vd/r2zPlwO5k7Zv6PWeJyvbNRYsUH9/3Jq/bYdPxFiaYPJkuPjiVvSYevCa20J1tfnz5yOlzHvdeuut47nbAAKwMoKMKbFKSxGmRW+vbofA5E+U6ITGSGwjQYePl8doazNckSMkdPVoWLanwhEyjvdDSFi/XrXsVRfDNmDVqLBpmrimmanyaR57zMBJ6JcCNzQoEK4GrpGjaVrAMMZnNAmUgWq5xqISGEJ6gkv6/icAGY0r75IjzBAkzAiza7NY8TgSaLzyt/xbHq766c564+1XF2reHt2uiOYcf24JaSxVQcpfZMHplDKQBYZvubS9TlKqilTCklyyfxIkrF3rTQZp6Eowpt9yPD3eaH82q4z+TL/AzMiA+ScEqsa7Y3Q7otSOQ1YGr0DXbE+Ocw3sbSPuPDmep8DRORog0JXh7asmZppeto5j8ApLgnPdLAG6hiU090yoAgGgCY0ppmmfe8lsTQlm3bmmvlfuAJ2lbj2khL5Oe5mEVEqw/H3vnOv2OkgobSvFmVjU9A0OBHwkvtAry7f/QJUweyvLEtS09ylvZYHfOuVd1JFS976TvrCtjg4DLeZ5OdwwSSDiK2SgeZeSkpYSNCHQko7A8Hb8ta8FS4iqKnOSlmZ7347X1BSUmWDa7vfosijvvlt4Nmnnt0JIaGnR6OwQxF6NYZoQ7dTVHAX+nDQBli6RKXvYxJK2y80T+YHzbEGkKYJun1wNSPcL2tsMZ5ghlDgD0NjYyPz585k1axZ77LEH99xzz+buUsg2SPexx9L9hS8gTJPaH/6QyPLlDDph1jjRH4u4ldOq2/vQTMv14vTGI6pSJ14YV1FREVOmTBnUwAcoKiqiqqqKCRMmUFFRQVlZGcXFxcTjcbqKY1gColmLRGroMtZjTUlJCSUlJUgpSSaTtLa2snbtWtauXcu6NWsRi95XK/YpkVPIk1NfX099ff2AXh5neTqdprGxkTVr1pBMqiIPY+3NWfR6MZ+a7J3HHx3Qz8Iv9lLq01LF9sfJHkF9sXq4tPnExtpujdoGQUmtep5MK5ZU2Y6c0+/N76/WFDzuNZ3ec2h9UueSS+CPf5QceEw3Vz8bfA6+1+wJrtIJauL0b32rn1ixWm6mx1V+uGw5ZUnGCSHBytgGZUkJmBY9PXb54KxFbPESumftEtzIHqkWdvm07m6dGKUgJaamDE6JoKdbUu4biTaELZKkRJXI9zxGDkZRAmnH56oS0QLLVHkTB+2UwfTNsu4UFHBj8/EEhReu5qs4ZeEKGU0I4v0CzVLbS1MloJtSoFnSzcNwJ9y0vS0SJUzcEfrKGib0SCx7ZDttRVjdHaVOSoSuIZJJd1uBPXJtq0TLTuj3PheuQe+Ul3Ynj3LOkRSuBa0L5XFwZZB9HoxmwzUKNSCdCZpyhgZx3GbckLlYWiBSAkNXpZ8F0vVI+IVaRPcEkFddT7rnOpjIrjxVhub1WZmkwj0sHYhEopSXx+zRfNwqcsrIlapCnJRoJghdicKuLoGeVRO7+j2O/f2qw64Xw4JyAW2mzwuE8qho+HJDbJw5VcysxcpVESrtZamUwFiewStr4BPCnSosyn/fOAJN2B4ZLw/IntPGPtZ1aw1K7JVVpTw1N1EsY+aIH9+9YN/vznw6/uuDFPzj36XMOyLjhmn5vSJR3fvbADdc7flno27hDr+nLQ8LMAUaav6kZCxC2vmSW1CDxLLtFC2lkc0KXn89zt5799ueGul6cpx9dHZo0Av6Gh3TFMS6NTKGlTfAaQrQTWGrVSdHSt13P/lJNedO94lz+wI5jxJNqPsv7RaLCAq5EA/DMLj66qvZa6+9aGpqYu+99+aII47YZAnEIdsJQrDhV78i/uabRBobmXrwwUhdJ9vQQGbKFLKTJ5OZMoXM1Klkp0whM2UKVkVF/shUDpqmkUgkSCaTWMOMSW0rT1DUryp21rT3usLDET9CCEpKlBc5k8kQiURoaGigvb2dtra2QFuxWIyqqqpBRVBbWxtdXUkqelKU96RIxjdtBTMnJC3buA5t9XpKpaRI0+iLRzBMEyOdVWF8A4gcwzDciIBEIkGmgDiNRCI0NsKKFSYNDdDf309HRweJRILi4mJaW1vH7Hh6VxgU7ZLGQj3zjt7VeQhBb12E4rUZqgz1QFn9VoJJuhI4jUmdCQl1rdf3a+ySSVM11YCPvLaXtWr0lBrc8FKM0/8rxaK1Ons1mMTagxJhyXqdPRuU0dZuadTVwcknC9asyfL/7i7jrHleoYkPmjX2nab+lvbzs66ujkRZFkhDZtM8m7Z5kQOSTEoZlNm6OrT+FN19RRg6TF9pYcwoPGGXMwKPDhFDoBeXAN22h0XdSN1dUOlYWYCueQaInrK9DsI27m3j0CgpdkffQRnajgDZrc60Y/1VK+m0IFOs5YSqeaJH03yzoktYujxCwsmzQaJlBIZtKDlhS5bXvOdFscPXlOFqixxpqX7bhm3GHrk2TQ0rFoM+iRWNYjStADkVJ+xKjah7+TlugTqpkusdAaRrOpYwvST1wJkHaQs/fyED5+NAIraUpFOgpQQWKo/D0JTh74g/RwzEUiD6NCKaxMqqPjrTi2pC2t4ySdR2obl5Go59a9eS9ufkCCAWlZTZ3ySNnDwI6XkhpC1i/J4cR/CY0lPDDUKystdk3TqdVJtBvfBybAD6U848QKq/Jb3qx07YosbZp2Wq8tVW7ni+nRck7ZA801LCMJUE3XKvXqBal7A8gWL6vCaep8TLL1G5Oc41k6xqjDDLJ9x1DVIm6HjX0bcrr49AX5/6V3kANXe/um6HP7qXx9s6qnsd1IUnSt9fbDB7qvq7MiLJ+qqruTaFBTsgWGfPF6TCMgWRmHLbC1N9n8ys734UMd59S/LZzyq5kUqlMG317vTPsjQVAiqgISPR0hpoAmnP8WRraDJIdFuH4Xjz7Hv+7bdjMD2ZF2Lr+Pk0zb7/nMIk3i017ixfvpxnn32WlStX0tfXR3V1NXPmzGHfffcd87CNscAZoQX14J04cSJtbW2hyAkZc6yyMpoWLqT6F78g+tFHaKkUkcZGIgNUjzVLSshOmoRVWYlZUYFZWYlVUYFZUYFVXU18330pnjMHPRYjk8mwbt26ggZ4LlII1k8oZnJzN8X9yuhNGRr9MfXwKikpQdM00uk0q1evpqqqivLyciorK0kkEqxfvx4hBBMmTHDFkGVZdHd3q2ebpqHrauLoeDxOeXk5a0vbqOhJUdyfIZIxyUSGHwIXT2WQQpAaoKz1YJSWlqrws3SGyMom30PZIuGbHHWpVszffl/MyefCxKqgyPH/biUSiYLzNkYiEQ48ED76qIT58wWnn95BcbHJnDkWkydHiEajYxZOOcMO8+qdaJGosDBaDLSYBvuDTGVgLUwuVYP4nR9HIQJr0jqWLx58qR5l1oYNFE8oIZmBhH3IbzXpXH89fO5zCa57IcZBO2XZq8GzjV9epfPPJVFWdOscP0cdjyzxPDFTpphuQQGHFl/Z6Yxt9Oi6TjShHlDaJsoX3eZFTrS0BFPqlEkLWVKKlJJ0WhCNQjQjSAs1iuFUcXLK37phSxpEDeVtwfas6JoKi+rpAL1CeRsAdM0RDXBiWb+XgG3nEyC9UXyFACmwsoLP7ZDhjWbD9eRIu52s0FwvDfgqJvk9ObZN17Y4xqQyX/iPKVC13Ox+CzWDvT9QKzhPjh0SJHA9EZp9DNmM6msmIzAjcZBprEiM0r+/BJFPI50kBfu8mVJNUKjheI2Ea7ha0m5fw8vtEL7QN3DFlbMslVKj/8pF5PVZSDBMiKyKugUCdE0lfAskWo/mGckmpPtV/oyTKxT4AtiVxKK69Ixvf7ia/X/LlwOjCzAikhLdEUsgs553zDnVSuRYSojYFebMrOAbe6ZYmfLKJQsJlTq09GaRpsBEU44I6bSjPDkffAB9PZ6AAjAyFoaAuV0RXhOaW0Qgd6BPGcHO9VEj/xFNeXKKlDvPJ85Un9Y3CTQp7cIDwg3Lcz077n2pQu0s20vmnnvf/aZpqHBBTdiCSN3wxnqD7MSs72DhH3+PUxwN5pBJIGpIMilP5DhCH9SxOANoyhuoucudsuRRXXphX/i9RFBsl3nW1S2KaWjES9VDXZhqpMB0bApLidU5ugg+0KRXoEHY94zu9M9U96KTVxRZE7GFmCQDGP4QNuda+NWKr68I5clxBmX8wlTzCbzx4o477uCaa67htddeo7a2loaGBhKJBG1tbSxdupR4PM7Xv/51fvrTnzJt2rRht/vMM89wxRVX8Prrr7Nu3Truv/9+jjnmmMA6Cxcu5IorrqCpqYk999yTa6+9lk9/+tMjPobXX38d0zTHZF62jWXatGncfPPNIzpXm7Lt8erfaNodz3NVCF3X3ZyOaDRKJpOho6NjWJ6U9O67s+aBB8Cy0FtaiDQ2YthCx/+3sX49ek8P+gcf5O4cTjoJzjgDJk9Wy2xvy6RJk2hubqavr/CAbaAfUYO2sjhVXcp70VkSd0d4nDL6jmjZsGEDyWSS6upq4vE4U6ZMUV5721vd3d1NW1ubHXofZMqUKUSjUYonTqC3vYfi/ixlvSlaK4Y36WaiP0P9hh4ksKq+HDN3HoQhcMtDNzbRmTDoTUSRAqIZk6L+LIlUht54hP+9rJ777y+jScJvfxvxPPEob5XDQAM1/f0RNW0I8NRTxTz1lBokiUQkb78NNTXFYyJykknBJ+vVebbqM3R9ojfweaIoASSoLZW8uCKC0a5DjSRdbhBp90TdYWep+7ZyQpZ3mw3mTFJttgiDk+fBPvtIXnlFpyenss5f3ozx59djfHF/b3ms2rsmO+5oP4x8dPkm+3w/6+X2aDG80PpNwDYvcoSuU9ans3vEcg3VTEYQsY/85eW17Dy7n3serOa//7ubfRsynijQAF2NcptZEHZ0jS4gHodkn0RUevOQOHPCOIaldNrwXX9/Faeu4rjynpgwucLi4y6J6RjQAnciUVf02Ns5Nk48HodIPyIj0YROQzQ3wF8oQxJ8uSDCndzSK1Frb+W8F84ItPJ4aALStlGXzQoszUCKDDIWJzv504i1JvGXX6Gbg1RhA6d9J3xOs8+H5TO8HBGTUyzBsdGkK+rUsnfeNuhYLmioV9v4SzXvXZSmdb1OyjaaDSHRJLS3C6qWxr0Kb1kw0+o6+b09WQvXwwQQ930rhK3+BPDiqwYzsQLVuhxPnRsyBMSXxtyQL4kydnXphDHZ3hYhkWlBRPfOlf9amLZXSkoNp2KZ4xnZKZ6lP6nuG1+3iferct+GY/BbyhvhFOiLvxsnOTupxI8G0lQ3lmkb9Ok0bsgj+K4jkhXLNQxhuWLYX3DAybnJZjyh7Kk7z6PmrK9pkO43aSsv8sLHUOUs9S6vIp19u7qFI/xFG6IRdS9GhTeQ4PQ7qkN7G1S610dzlzuiwc1d8qG365ilpvLemEJVpROSzpIYCUfomur4nOe6sASf0Cw1waquk0rZx+5MjGof86SoRbOlBiyE7aFRE+QKtG7NPda0BMP2FU/8IEIL8PFHUVVcwPkNker7pEvo7tbQUek9Tria4x1S+w4+eMaSOXPmEI1GOemkk7jvvvvyREIqleLFF1/krrvu4lOf+hTXXXcdX/7yl4fVdm9vL3vuuScnn3wyX/ziF/M+v/vuuzn77LO5/vrrmTt3LldffTWHHnooH3zwATU1NQDstddeZAuUwXv00UdpaGgAVEjNiSeeyI033jjSwx8XSktL+exnP7vFtj1e/RtNu+N5riIRNQrviJpYLFYwEb+8vJyOjg46Ojpc43hQNA2zthazthY+9am8j0V/P8bq1Rjr1qF3dKB1dBCfNo2iww5Dtz2Pcu1azKuuwrj9drj7bvT586mrq6O1tZXOzs4hu9BRGieWMdFNyy0bbRgGiUTCFS8Ovb29pFIpamtrXUO/t7eX1tbWQb1H7e3t1NbWUl5eTnNZEcX9XZT1pmgrS6gJRAc7RZYKp3N+O0t7U3SUDZ4b5KesrEyFnqXSZNZvoLWm1M2p7I9F6FLjVaxbp/Pgg0rYvfO2CgKLRCKuKPELGyd0Lff3ZJVdOrmszGL//ft49dU4vb0afX0at90G559fTHt7+7D7PhCtrQafqFP7FvX5oimjZUiniyiPSq74UR3nHZQETMpmaqzvjND4kcU7lQlOmA7LlmURwuTC58v5v8/3sGOVRbpWHcejj2rcdVcHkeZgfs0KuyhB3WTv2lVO8UTOvHl1nHBC8P5/tRseXBzhz6/H2P1Ib10jJiAJmyp4cZsXOS+8GiXWrdFtOkPOKobeESZFtcVE33+fZLKGbFYwp9YJM1GeAKELIppU1ZR8I6TCDg1xCw8IgY43r4u0VJiQl1wv3VaVYWhb+VIZJTEdEoZUc7lI8AfhWE7ICs6otTqU1+61w5Rso1OTyiB13gup2wY1KnRMg+50jFJfSIYyqj3vlYVwj0kA/b12sn1GnbBs1g5/MwwkWczKGsQaidbV4/bNHVG2hJuz4iR6a7YocDwdThUtF2dkPyckLJXUSPapngq7TLV0zoUpyfRrJCPSFqcCQ1Neh6UfxZkupGskZzKCEl0qIWRrAemeL7W/mG0Mx2IxaGqi+NVXgeNIvQdowXC13Op5OoDpmZbO115IgZ4xwdKcKZaQaa8wgxuOZ2OiPFSmBT1NcdY3GRBVff3GjBT9MuYL2VP/6Nmg+LBMZd47pzi6IkpydtLdl2VKdOndZ67XYIMBtZbngbEFk+6TVO5cTXaVNoCnnhJ89pPqGvkrFwZEjgRNE2QzqvKE06LRZguR1dGAJ+mzMzIks04ulHTXjxiqklzUvr9crwcqp8rBcEQ1UJKQmOngdXMQQnmSzFK7mIOprqXz3dY0r2KcBlhOuJple17sOZUW/ytK9awsEyrMwDk4uDrLY12q4p9mixxheTk3zjlUYXAGkCVuT4iaTKrj13WvmEk2q/rX0aWhxXA9Zn7vzXiHq1122WUceuihA34ei8WYP38+8+fP5+KLL2bFihXDbvvwww/n8MMPH/Dz3/zmN5x66qkssMv7XH/99fzrX//i5ptv5mc/+xmAO3XBQKRSKY455hh+9rOf8ZnPfGbIdVMpL968UOjKWNDc3Mxf/vIXjj/+eFesbUltj1f/RtPuWPXFETN+UVNovhMVBZJ2XyUlJcRiMSZMmEB5eTnt7e10dXUNT+wMgIzHycycSWbmTBKJBBVVVa5HwTRN2tvb6Uwm4YwzqEynmXDIIcgbbkAsWMDEiROJRqO0tLQMvhMhWF9VEljkzEmYTCbzPDPZbJY1a9ZQWlpKOp0OfA8Goqenh8rKSqLRKNHqCaTbeohmLUr70nSVFC7Uok6ApLq9D0MK5F47IzIm5e8tpaPU8zgNfmiCyooK9WZVE61l8QFLY//5z+WqeiXwvl2DwC9ynPOezWZdEegXgJqmsWKFEr47Tevnt9c0gRD8858lnHVWLffcI7noolhBcZSLYRhIKQt6xQDaWiPsateEthL562SzWfo0jXJM/vatHnf51E9azJ4s6e0tZ48a3GPLZrN86TSd/c8qozIhufI6db+Xl8Ppp1dw3x9MWN/vtlNSZ3L+NyLM2UvjdzfEaOrWmH+WcM8NwFVXCfCNFdXvIPnW3eo+m+uLAtbjtsgZv/G3AJumvMFmZM1ag76UhmaPmAtNx+pKup6c6MRSJv78F5TqMcTSldQUq0kgpaXmF0FThlI2C0JazNQs1zC1HT3KmBAi6MmRgKW5RQkcQ+9Pf00oYWOPYDuj+DFDlag17bLCjudG2h4Qf/Uox+PStkwFo2Uzdu4MzuixcEsi44RHWWr0t7VNoMWjnifH53FACkqiMddgEvbIsCYkE2wjNJOxvQpOqFFRGQJJdkIVmN68NpoQdsloL9RIzRMivZncBW64Gjgj9T53Dp6wS6ftSo8S2jboXklucAs4mPYZ0oX6Ajkj764nwPaSGZqvEp69K8dQFniFB2KxGJGODqzKCQigxP6BsCzhC7NTRraX/C0DIswJQ5NSIEwTp6y4BGRGU2W97XPjT1Q3EWDB+nUCrScayMmxLDBN6ZYCT2tq71pWYtjf6IiwDWZp5xL5ME1bpKctt00J1EQlp87pR7T6JtoUILOW8tD52ujt8QxuJ4wsm5Fomk6icoIKk5TeuXfyRAQSXZOke5KuyAfQN0RcMSWcvUvYo8Hk9P9KoQsvvA4JsYgkk7Hbt/flmBYRX0cNDTcsLRGVdoU/DUMQEJbSvoeQTp6Ruk7KgyLckDchBZrlm9vP/m4awlATx6YsjH5pe3K9ewygvsQiJUFLC7dqml+cSdQgQjaLz6Wp+q8D08rU9daFnc8lhRqwkZ7IMQSsX2eXkNbGV+QMJnByqaqqYu+99x6T/abTaV5//XUOOuggd5mmaRx00EG8+OKLw2pDSslJJ53EAQccwDe/+c0h17/00kspLy93X+MV2tbc3My1115Lc3PzFtn2ePVvNO2Oti9CCCoqKpg8eTI77LADU6ZMoaamhoqKChKJBJqmYVkW/f39dHZ20tLSwurVq1m+fDmrV6+mubmZjo4OVq9eTVNTk1s6eOLEiUyZMsUN+xotRUVFNDQ00NDQQCwWw7Is2traWLlyZcBT0/6979H7mc8gTj4Z88ILkVJSVlZGQ0PDiCeldPo8mHjv7u4elsBx6OjoAKCispIuuwRYad/g25f2pSlJZpDT6hHlpTCxAmNCOSXJ4VWkq6iowIhEoD9FX1s7vQMUO+juFvzlL2Xu+6b1Gp2dXvGBWCym7MBMFm3dBiA/ZC0SibB0qfp7l9ok9Rt6EJbk85/vJRaz+OgjwVtvDV1lLRaLUVIylYqKScH52vz9bY3gpCZZ8cLhkdP3D17zjrQgXpvCskycMQBH5Jimyfe+B7+7zuLzR0pyneXFE4P9+MopMS68EKprBOc/UsR1L8TZYYfgNjU1cMVT6hxd90KMXXbxvG9FvihFLaIentFNpD62eZFTmQbNFOh29SsZSyA+XonzGyB1g+6vnsDUdJby6/5ATZF0RYwQgA4yaxuGlqBMSCV+8ESAQ8Bwlj4Dw/dvU7MaD89k7DAnC0RWhUjFI7jGEf5NbSNZ1+wJSO3QJ8cwzmbUPg3h5ec4ITf+vAxT2sZ4t+52SbMPRKK8KvWJMjvsxTGo1PnQ7N8YKwV72/k3UsLqplJAkKmoQqhkDHtEWbp/O1We3DAnJ1/GVYN227bRJ/FGo53zmerXSPapNprWGl6ytZQIS81En5Fqn7omiWhK3HlhR7b3QapwNUecOl0Qwks0jxu41euMnh4y06aqlexwRf9gi8r5COaoYHqGrcTJYbHVgL0vhO3JsfNEAvcLKncKKbjnPi1QPtxZzzQtNcmplOq4Ac30xFZcV4JZwwtXc+8p+7r84/8FSxKUGZKiCKrEl3MsQDJpT+zqi+/SfKIQe2JcFSYlyKazroEPYOiS/qQdhmYvXbrMUJ4cdclcj56w9+2E7sUN77vmuKQkKtzUzKhz54YG2qIl15Pj9CSiq2NvWhdHF5Ia33NTtzuiymQLMAURDfd3wj+KaOAVHhCWcIsyrFmjIYWmvpeOqHOEqVSlrTt7BWYf7gCEtMVOeUZVcytpN1xPH6jcMidM7+L9+3COxhmBzJh2VUe836M33/A9jMdR5GwuNmzYgGma1NbWBpbX1tbS1NQ0rDaef/557r77bh544AH22msv9tprL955550B1z/33HPp7Ox0X40DJI2HbLnous6ECROYNm0aVbaHRAiBaZokk0k6OjpYv349jY2NLF++nDVr1rBhwwa6urpIpVIFPTS9vb00NjbS3NxMNpslEolQU1PDlClThl3EQghBcXExNTU1zJgxg/r6ejd0rKOjg5UrV9Le3p6/f12n+aqryEyZgv7LX5I691ws0ySRSDB58uRhT26ZSCQwDAPTNOnt7R16g2HS3d1NJpNB13W0umokEE+bRDKFvRVG1lSTlRbFYbLvuz21Xs21MwSGYbheHLlsNRvKEwN6f+6+u4yeHp0dd0xTPVF5WT74AKI+kQPwq19k+fKCElKpwUXOzEkpilJZJrV0MyGSYf589Vt9zz2DixwhBJ2dteywg2C//SLEYpUF1+tvU8/P3iwDJrPo+2mUn1VO8VnFxL9QxKTTS0ilUgHh5ITOOZ6l00/XuftunZISAl6q8lpvm6wJ03ZQ7/2nYPp0i9bWVrLZLNlsFk2D/3sqzsF/KOWXjyYCwmb2bPVvT08Phi3SIqHIGRuK0lKVg7VLFlmRCBPWdXGAPUO9aQnuX/Zp4u2ddH3+UMqcJGcnLEUIrIyaxwapZoZxRst1pDI0hUQKQXnc4lNTsm6FLWcE2f816+tXZt6f/1zmGnJklTEVN6RXQtrxRNgj+o5B6R85t7KeAaiBO6+O5SwzcT0HSIEpIaZJkqt1V/i41c+wN7TDfxwjNqIFc2dq1kWYLCyctI++Lh00DRmNeQJL+M6hI3LsEB03t8L15OB2wBFk4Hl4lPEmSaXcObvckCHnc02qtp1AQ10INxwNS7qhidLyqsX5hZw74m7/GzVsMZLJIHQdc0IVQkqk7Q60Cogcd/JUgRuu5hc6uDk53nUSGeFu715jJ5RMwhRLUmRKcueZkRIefUTzZrpvWu8en3NvxjQ7XM0WEQ89BO0dml1pTyBtD6UvJYaIfTEiKbv6iX3tmtZrJHu9vCP32Fyvh1pq2OfTyphuKKHTzscfVbjbArz5doyKaZO974YjBJ08LlTbUd07r853UqCETDYj3PW80tlqhMg5JkPzDjCqK/HR0qKjaVDqu443HtaHNCNIu4KbtFS+lC5U1SC3/Kk9UOAKXecLZ8E99+hKzP9/9t48zrKivP9/V51z7tZ7T8/07Az7vomsioioCAoigprExCVxIbhENCaYaGJ+EjQaRAHF5esSTYwmxhVEFEVcUAQElH2bfZ/u6e67nqXq90ct59zuZtimR8R5XjTTfe+5depU1Tn3+dTneT5PKjzgMmNlaiZFASS2/tPqVQFJR+BupAUdszZrTVkAVoX16cCxHYvU6jOkqcgBv31v/15tzzi3TM4fsj372c9GKcVtt93mfw499NBHPL5cLtPf38+XvvQljjvuOE455ZRd2Nvd9mQsDENGRkZYvnw5Q0NDBEFAHMds3ryZVatWsXLlStavX8+2bduo1+tPKFF8amqK1atXewBeKpVYuHAhS5YsmVVmWUpJb28vo6OjrFixgoULF9LX14eUkjRN2b59O6tXr2bbtm07FDZQg4NsvOIKVLlM5UMfYupDH/Lyz4907unmQtWKTu7OMudU9w8P0aya/J++xixsjtaMjjVMDul+eyCkzOWx+3qo9PRQjncc8jV/eBghJYxPMt5uzark1unAjTdW+cIXBgF4/eu3s/c+Zr7vuceUegADaNpt+MAlZf7vul6uu05TKpW68rKiKOKBB8zvey7pkEpBOclYunmKVzzHKN987WtQLlcesbDq8PA8LrggYnIS7roLPvrRwVnBaTxhaJxGIVR+utXrdeiBUl+J6pFlSktD2u02U1NTKKXYsmVLF5NTBM1JknTJhI8syM/TSsBpexx4oAlpW7EC+vsz6vU6q1at8gxgpgS3rA1JleBZzzKfOekkeOELW6xevZpNmzYhy+a85d0gZyeZ3S0VwtRXEQgIaxxviyrpFJatOIqDhnqpP+f54FgIjMpYkhqHKrNOhcvDce97h0/AikHNUUsz79QrLVwZFARwZM3I9AJs3x4YBgB8rZhKaMJpwiDMyR+NTzB3LIDbtTW7xcI7+r4Goj3f8U2RAw1t8jt0Brf/NvLRMKFtzDilAqT0CcyO6Qgkfnd/8cbQyh3b82YYkFOumPwb69wFFli5Noa3RNz8f73ey3W5QtIVFBVAS3h0H3eKTqKg3RY+/8Opdvn3tc0LsQ5jIEzYlgkjC/JFrnK1r8A68CacKx8jgWHUZLNF9OBDJIcdRtZT8+OvgXIMoiNoZvkN5B5hgYDxbQGFepSefREYxsKpwsmOBVxYZbJCIuc134My8MzexI+1D2vS0JlMTWFLAaJtvjREo+WZxZLAy2RrYNUqA86yzKxNLaBWIm/brQXsXOtCvpE9Z2ixlmFPzItSWLCsFK88uOND7hzIEcDAgOLO39nirPazSQIImedWue/xogiEFl1MTlFdLQpAJbpLhc81EXkNZrOeHCsYSbMpgTLXUnz41ULN2lURmzdFXro5CrQt9iq6dsMiAcp93zrArmFsTGOStuwYY+bWhdiFwsp1A52WIEuEZ490IcenGGni7/tCX6Uw4WpgwI4DOUIYULeisHH4dAQ5IyMjBEHApk2bul7ftGkTCxcunNNzn3/++dx11138+te/ntPzPNVMCEEURYyOjvKWt7yFQw45hJGREXp7ex8zY7CrrVQqMTo6yvLlyxkYGEBKSbvdZsOGDaxZs4apqalHzZV4PKa1ZmJigtWrVzM2NoZSikqlwuLFiz0709fXx6JFi1ixYgWjo6NetjlJEsbHx1m7di2rVq3yO+SPxeKDDmLLBz4AwMA//ANj//3ftFotgiBg4cKFO5Rwl1J6pmEuQI4b4zAMSZeamKm+ZjzjwdTbSqjEGWp0mGCgD6UUmzdvzsPnli/yxUtns2qlQq3P1DLsrFrHeH/3Na9cGfKOdyzg6KP35M//fDEbN4bMn59y1ll19trLfO/eey+USjmTc/vtOWN+/Q/NXBTHssjkLN0jZe1oP1NWyOEVR26jUlY88ADcfruYlc0JgoAf/rCfa6+FwEYffPSjggcfHJ5xbGbDw9s7EG2Ymppi5cqVHqwkSWJydZpNHn744RmhiMX8n3a7TZqmBigBQ0P5e81EeEG/cjlj1Sq4+2661udsa/WUU+DOO+GHPwStlReqCCs2XC0g/9KeQ3vagxyfDyGh8msrkXjYkfnufio5KJSEUYhOBIljE6xH5erDxO0EbQFFaL2KUOo8d6bgBDlHDCUo3sqhhrpVUpqYsNvNbicYEyaVZVCr9SKk8GCq2o59uxLjQN1ya2TUsYTwTI6Tj9UUEqut07hgQhoHS+QMk9J5bR/HNhBGPuzFteOZHOvM2dOaEDplzq/CMjjn1/al2SioRk0EdLaEBTlpc7ooyHfI77mhl+HAjGmzURxPzfxEs8+wGSiTf6T9/SEtiHAKZE76V1rv3KtPupAoob20tcuZERZsCEx+lMxS2jcvZaxZ5dvfKdkEBxNm17NhDNmS3F6XFhBTuG7NT6+v+jF1P+0WbN4sPXjQAFYAwzmycjL/kpmc0IQCeoWm1NPbBXIA0o4Jm5RAOmQeit/8ekgozbyqjgE5ErOmvvQlA7qzVJgIQQE9UfcXjVMhcevDrSHHvplwzHzNL9xqxCZkakBmKN145jllAKUQBgdsW35OKYQv5j/C1Vay7IUjUEIJ1Tjz4xAGJhTRgVa08JGPkUHGKGXAUCkyoQelwBy7d6aohLobiNr10ek41TNzTilM/QgHcqaaJjxNOQUzZdgyoQTj49hQQtEVbunajwJNaqWkhRY+fBIFzSm7G2AFQjKwwh1mPA/qz9hzQPk208T0MU66xzqU0xM6H/lL8Q/VSqUSRx11FNddd51/TSnFddddx/HHH/977NmTt4GBAc4880wGBgZ2eduuvklvby9DQ0MsWLCAxYsXs8cee7DXXnuxfPlyjjvuOC677DL23ntvBgYGPIhwbITLa3mk3IIn2rfH85lqtcqiRYtYtmyZv3cbjQbr1q1j3bp1j0lq+cmYUorx8XFWr17tVddcns2CBQuo1WoIIYjjmLGxMdasWeOB0ePJeSla/WUvY+LVrwZg5Pzz2XzjjTQaDaSULFy40NSMmcXc+HQ6nZ1Wz2W6OTanNn8eWSAJlabWLjjFWjM02TIy2Xsv859xjJbWGgb76A1LBNMrW1sbnTdimlq3mY3VwNPek5OSiy+ex2mnLec73+mj2ZSMjKScddYUX/ziBspl7UHOPfdoZBAwMDBAqVSiuI/xkx+bf4tgRWtTCPSwRSn79oSoLGDzcA/jskaVgFOfZUDFV74ye8hab28f//APpp/nnTfOWWc1UQquvHKmzLawm+PJtO/s6aa1Znx8nDVr1rB+/Xr66x2WbZwgTLMZxxZBj1t3mzdvZt26dWi93b/XSgVuH0MpxcCACVsrAhsHYJx45oteZKbgoIMgDOliI6NqYQ5nj1zcqfa0V1fT5Anw6zaGJhFeCVJt4tmFdTQiAZGu0EzNsc7xTWxV1izTfnc6lKaeRTWw+Rai6GYYExhn0St3YZzEqSkBAznIES4cDSiHLi9FUB0cpG0ByeBkp5vFsb9nqfJOc+AOsF3x+RN2p76Umj30wAIWc41WZc4DIg1hgEATCDNGLnTN7bRrjFytcwqNZLQpDGryhQw4FMDgZknTKj9NTEkWDOk8qdsOktbQ3BgyP9SM3VMh69MQ5bLcwu6EHxpmrKkE3vkthu054OVkmF1ulANnPiSvIHjgL1uBlnnIkxRGucs49hXWr5d85zsRf7N3x+RqqBStpPmcyMPDqgI6E0Zowr1WtOt/EtAQPTxnUCGkiXNNm8IzZjrVCBn4hFHHFEgFd/5WULXT6XyHmAgpYgSCdHAIJmBjfYBQauIMqpGmlYJEkGlBuZOhNKSxXZfSCF2kST6vgU0kmaoHnqVxDIG2ADkTdh0KCG245EiiWYcJ73JtFZPu3Q+YvJ/FViXNhf1pTFuZC1dzg6ahZh/qUmoWNhO22rcCmysnZHf7YNaOUhBsCQgl/PKXkv1fnAtOlDTo0N4qnfz+0xlkqbRzLzwoGhgYpNk0serjkwE6KYQsKscsaibGLHhRJhcOkbNZyoLALMvXp85MWNv4WOBZNKHNNXWUICuo7/XmewEIYXYYk1gb+e/C9YfS5Oa5ele7MidHa822bdsQQjBv3rwn1Va9XucBFwuCKTZ62223MTw8zPLly7ngggt4zWtewzOf+UyOOeYYLr30UhqNhldbmyu74ooruOKKKx5RBenJ2rJly7jkkkvmpO3ly5dz+eWXE4YhURQRRZH/PQzDR01WV8rsxrodYqBLXrmnp8c7c06JrNPp0G63abfbO5QcfiLXPf0zPT09DA4O+t12rTX1ep3t27fPmQO/I8uyzMs6Dw0N0dvbSxzHNBoNGo3GYyrg+Xhs63veQ+muu6jeeisL//qvWf+//8vCvfemWq2yePFi1q1bN+OcLlRtrtQCwTAMQ0NDRFFEY8l8elZvoq/ZoWkrUfY1Y0qpQu27HGnVzZxoQZZlTE1N0d/fj1i+iJEHVzLeVyGODJCphSYHKqiUIU7Yun2c1Lbb6QjOPnsJK1cagHfiiU3+5m/GOPTQThdbvtdeZm3ce7dxnkZGDGC6+VcZLkbjlt+GTE5CX18vW7duRSnFunURSsFX/qxO/0OD6JUaVVNQD5hEc97J2/nWjwb5ylfggx80ILfVapGmKe12m7vuGuC++6BWU5z/8ike3tDmm9+scfXVkg98oISU+ZoN3K8VzcBUm3q1RDabo2HNrff52w2gnzfRmqGoNz4+ThiG9PT0+FwsrTXtdtuys6b9h8YkR9rPNJtNv6lQXEvu909/Gk4+OQc7zoqhceVa/rvIBPpRgNuTtac9yEmkCR0SwshAByEEiQU5CrsbLIgE9FcHGc8a1MI83CTuABqu/k6J15zcIbMV62MtqIXagxgtCmFP9txKdfsYgYRG3ezydjqCiQmbwCw1WAnpLNOMjY1j4U8hV8Y6/ELkYTupwilRh0VPzzqoACLTPqk+0xBiZKoh769pmS4AIURezFFYBTCBcXJT53AXcoVUULJMk2krlJqRCFZbZytWJhxPClMMMRCaDEHvZMbmVRErAs2iSs5y+J1w61An2uyEOxUsl9eihQVZ7g9tdsK9DLbKAdM+KDZrQ8q4Iqee+ZI5eCyFGlfgNUlM4VjImSFdrlBa9TAwSCCEZ5SCekAgXVhUzugJAWvXCo48IUNMGsd1zcaQscwJD4DIFDoIEcBvE8Eiu9sRaM3mjbBiJO+rQHPIvIxAGLEFx5/1DpVMeBZ5vRRpl88R84wYQGbV8bQU1EoQx/mDMshSlIaH15RYrPPdTikdk2PmTDsA1NdjGM0F89FCUQoUSSc2IIppeVMIfnl1LwdY0Ycw1IxtnUBYOF5rJnR6S0bhrLAWnQqiZ3fs24HQRlLa5s0U1dXcrRBuNR/etkVQWlUikjaMEbNmMo2pUWNDEhYksKolfW2rwX5F0hFk2xSiZo5pxQXhAZdjpQ0rtH3crD9TLLZQqNTea6XACgVgNlqwam4b1oUst4OVs0uaZlN0qephlh9BIEhUQGKjPuIYhF2jpgZUfv/vCpCzceNG3v3ud/Ptb3/bh7z09/fzspe9jIsvvniGQMBjsZtvvpmTTz7Z/33BBRcA8JrXvIYvfOELvPKVr2TLli28733vY+PGjRxxxBFcc801T+hcj8fOP/98zj//fCYnJ+eEbel0OmzYsIFFixZ1FSN8rObqecwGYpzU6yOZ1po0TT2IKQKaJElQSj1i/8rlMpVKxf8bRZEHQM6RzrLMgx73r9vhfSLX3el02LRpE/vvv7+XTwYDxqampti+fftODUd7opamKVu2bHl0aecna6USmy67jKUvfSnle+9l5B/+gQ2XXMKSpUspl8ssWrSI9evX+zFxktkODM6VuTC+efPmES2aD6s30dNKkEqhhGBosg2VMmLRfMAIixRtfHycvr4+xLwBetdV6a3HJCUNC+YRLhwxrGGc0HxoDZOFInff+EYvK1eWGBlJ+dCHtnDSSbMzeI7Juf8BaKzciBwdoFwqcfOvFA7kZJnghuvavORlFfr7+2m329x7b8BARbGo3zxkhRIE9Txz9fgF0N+XsXZtwE9/qjnppGpXjpSNMOSvz66z4Kd9zI80R++f8ut7Q266aZDjjstVA52gWqmSMjLRotpJ2TjSDVp2ZOIRvgceaV0qpXjFl3r56xPaXPTzHp4/MUGj0UAIMSvIybKMrVu3MjIywnnnmdfiOPb3ZBfIqSiasfE/ROpiQ+bOnvYgx6kXOQBwcC8s0zCpjLPmWLRIQNLKjOMj7E6tgCSRRCgmNkr2aka0MI5ERwu/yyzAJ+J7E8YRKnI8UsArV8SozOzEbtoUUOkok3wRmPosKoMkSbvC3/RD85FS+nwGTxxZD9qxFkJoXKXPYriay2Nxu8kuhE1ZgILte5Gtcc1LgQ+p0hh2MXEgR5sdbyFAyADSxDt0EuPskzmQI6hYhmRBw9Cu4wLK4xmJNrvnJVlQq7N9cWAh04KyhDYeE/qxD7EhUsqAHbezbQBnPiuDQrMZkTM59qJM3Rtt6hwJMw/tJPIgt2TFKBzIEVGFyqp1aHFody0SbYQaymH3Q0UD9SkYGtQwYTzoNBNUAjOgJgTRCBsEStEi4ITF5gESoYkCM8dlNJ3MLJf95ykflpdqQZJBT68klNDJzDwrW0tFSjh4Xkqm8HkgCE1PSZsCoHYwQwFxBiKM8ho3dv5dTkmMYS+lAHp6fNgZmGvXibZhmha+2PcCoTlqWwmnHREGUK9nHuQoKWg2BP1WwW7j+gC5UPn14OZM2jjHIDBrz4VpCgoT4e7FYt5K3a6xIJ97ham1gw1JjdpAR1iRA0FPJWMyDmh8rc4tB1QZJqXVkZS1ya0RGrTNexIaxreb4q1KGaESB/TcvRMFmrQjTD6QJs+1U+ZeMblapi9OjC8QdAlduHtSZQIVQLMl+cV1Eae8yIQbGCbH5klJvADCXNnk5CQnnHAC9Xqd173udRxwwAForbnrrrv4yle+ws9+9jNuvfVWensf+xcywHOf+9xZ1ayK9pa3vIW3vOUtT6b7j9vmmsm5//77Oeuss/jmN7/JIYccMuN9KeUjgpgoih41TGzbtm1IaYoeTgcxjwUQPFL/ptcRCoLAAx4HfoIgoFarUSvILsVxTLvd5qGHHuKCCy7gX/7lX2a97tnGAeCAAw5gkS2SmWWZV7/bUbL+09my0VE2ffzjLP7zP6fv29+mfcQRrH/ta1myZAmlUskDnSzLvGx0o9Hw4xU9/DCLXv96Gqeeyra/+7t8V+lJ2uTkpKmbU6kQD/dTGpuktxkDgihTqL1GkULQbDZptVpdn3W5In19fXDYfqafxfe3jLF161YakfT9VQo+97lBAN74xu2PCHAAFi9OqZQV7Y5k1U3bKB/VQG6OufvBAwB4/rOn+OHP+rj+mtiDnL6+Ph58EFYMmXFTFcXUc6eQTYnIBL0/70WN9fLS503ypW8N8elP1zn44I4vMqt1ha9+1XwzvOmwGNEOEIngU+fUOfriAb73vRrHHZf3sWa/kHtqxi+othOE0r6warWdILWmUS2EJRaen4/3ayDLMn54f8QP74/Ye29TP6nVanXlJE1nBaempjwLBuaZUNx4cFatatqppFbSJixoju1pD3J8QrOd70xD2TIDRhQgRyeqlRkHTlqhAcwuaYRxaiAP34qVYCBUPqxNCJEvJNee3dEufvGcvDThjg15XI+RH5ZG3tnuSLvPu+izzvYKUkgEGYg8J8Jdm0ukNwjD/Ou7Yp2tye2Skrba5BbgORYo9wqnJfSTg4UxW/E2E1ACOvZccWqd+kyjA1u/RhiGIpLm9UAYJ7wv0J65iAIz9IGAvinDYJQDm4RfCOETdhxSDaVA03Z9svlQhrUo1CURjjmwjnHBT4qcEym0B0KCXGLZOdFSwNrxfrZOJLQmBD1lk41lQI4CFSBKVf8Z5+5EGyKW9Srui/Jip87edmiLrR3NkH1YaUBmgtQyg2QaSiYfSguI7OSGlhkSaHqEYGtbsrSS2jpAhtmrtc36qfZGhBLaqcm1ciBAasVBI4bBS2NhCoAGGJCTmNA1DURCkGYOuOcDt2wgI0F6gKw1CKnRSJSG9VsisqxDqaTBhndqtGfYEg0lLUizvEZQGFgGwp4jkQFj95XpGVIIAePjksHR/MEYSkxIn/184MA6OXvqM8Lc/WNZoWMWpYhEWACryRKj7JIC61ZFtCYl87GKdK5QcIaVkwadaW75JZyYCihpgszc24HS3PLrCkFk1tk/HdsCwq6cHC8soc01Z0rSE2jqCoSWhEEEOqYcAqrIAJq+S2nC8oomJciOJOwElALNSUfEXcmVjs0D6J2aW5DzsY99jCAIuPPOO5k/f37Xe//4j//Is571LD7+8Y/znve8Z077satsrpkcIQR77rkn8+fPp6+vbwaYeSSVJmda60dkYu644w5e8pKXPCKA2pmWZRnNZrMr/6VUKnWBnlKp5H+OOOIIbr/9dt9XF+LW6XS6AGVgcyb6+/v9WLRaLRqNxpMuxPl0sfYxx7Dt7/+ekYsuYt5HPkLjtNNYL0QX0NmwYcOstXGGLr2UaM0aBj/7WVRvL+M7aRNBKUW9Xqe/vx+9bBTGJulvxARKmRD5UeMcuzC16TY+Pu5rGGmlQSlUkjC+bYyppJPLcFr78Y9rPPRQib6+jFe8YseheFLCnisS7r63zIMPlzjoGZr7fhuhlGDxaMJLXlznhz/r44afBmRZ5oU27r9fscLmCWe9Gdmw+UGBLmfQCTjvxAm+9K0h/vd/e/jd7yLabcGGDSFRpJicDHjFcW3mtQPzHRxoViB583Ed/vOqCn//9z1Uqw06HcFQ2ZxnsGa2CSVQ7SQ0qyZPafFWw8StXBSS2dCVsJC/9HjviizLOOggo/j26lfngKYIVqZvikzfWCjet11MTlnRSsx8pR0x58IAT3uQY5wN80UvMCFqlQAb3gSkgtTOTdw00sguWRsBqU3sDe09JIW5KVJtHXV3noJb6CSUnQJS0c1wzEhvr8Ll5AhMyJOUNrem0N9QCeIUwyD4i8pZCJ9jorsXsmdEdB465Gp1OMlfjS44iEUmJ88FcDvoSWwc40TD8kDzsDDAr5kIA3ISUFL6foTCACqhNTIMbDK7vS7fD0lJanqapo5RKcgFD0xeg/agJdXQE1gHj1zpC5GrVrkB0G4ObGK+H3tyYOOLtOoCyBE5qJICGm2B2KZ51fwUEtuCowCisgW1+by42NIowNfNMWOvWdarkJslsg305uPdSiy4arZQvTWk9dxLFp2VpGlPasM0pZZ9cyFJEuhrBigF5bKdSW3WmM5cMVoztkoLgqmA3u0BdWnyXQr1QCkFkFoWhoL8+RGLM+6ZdEIYOVOXaXNTXPcJzaG9EFbIJapxeU0wkQn6LXsV2XujVtKkcb72dCdg/yygqZT/bJENkxIaU/kculBE93kXludMgN8lOnAkRaSmXpIIDAD1eTGJoFU3kuqlkFzlTJvzS6lRSrOo3mGsI6jUNFFqQI5UKhfo0JplfYotyl6/yllcgfDCDJkCadkklDAsooJyhJdW13Zhau0AvCArSKELAX3bAno7kv6yZt/lijsKYYf5PQ61goDHXNhVV13Fe97znhkAB2DBggVceOGFfOYzn3nagJzpVq1WH5NM72zmGJUiiNlzzz0588wzd/g5V5diNiZmR2zM7zt0K45j4jj2TrWU0gOeLMt8aJurLu/MgR6ttQlb8knlk7z1rW/l5S9/OQe7Qhy7DYCJ176W3u9+l8rttzP0sY+x9QMfYMOGDb7A6NKlSwmCgDRNPXMSPfAAvVdf7dsYvvRS0gULmHrFK3ZOnyYm6O/vpzTQjy6XKHesnPEeCwgCSafTmcHiOEuShFWrVj3mc332s4MA/MmfTNLbuwMXX5uw5n336XD3vWXuW1XhyLjJHXeY3LLDDm7zjBMMQ3nrvTU2rBln6YphAO67q8P+Q2Ytqt7Ct4+EeHlM+f4qh9QkK1bErFxZ4o47Zqrc/eMLW4CgvV8b1afo+XUPrz22wxW/KPOiF41y0EEpGzfC555nNgv6e/Lx6WkZkNNfkOSO0qwAcvLrDqwqT1+jQxwGdMo7dv2VUvzgB/CDH8Cf/AmsW2eeHcVniEpSBhod6rWSP+f0NpwVP1cuZ4wnJUCTNCXlOVYfeNqDHDR5YcKCQ2uICIHOTGI2aJLxFlAmkKZejUnuN/8eerCZJB8+ZR0sV0hSi24nCwFKSc+W5ADIODt9PVlXvxTkMr0F1mjvLA9Ry0GOoKdHWVCS56C46zXnyT1+rc1EJwVw5Bww6Ro2A+K5HA98RO70C2AqswyN7VOcCHTVoC0hA4RSaBnY0CBzlhkJ0BYgKsssBVZRy7HNBuRAqvLrTrXZhRdom2Nl5lJKvKIYSrCn1qzy14Yv3ArOaTaOfVAAjW5NhORhf9ICJ93SZMKFwGmIQmIp0YQ5axTHEBnp4Zu3BJQiV1NG+/Nu7whkiC2YaV6XyiiXSKFRYWQYMAwLEtkJrYSadmokjKXIle38HAjDOGQ6l4B2IEEVJK5LUtNSAhKTgyIC49S7MEawNWUsq1cEGP46LYvo1vz2eoBGs3dPSi3SPqzNpKqYQLQUmMoEvZkiyaBqO/SKgxOKQkK6bvNnNod+/HXh2WfyzkxOkFlreLBvQEZhifmJNf+UA7jztgpD0oxnIG0IpobFYxEb6jkQcEIMTtnM5QLtiWZNIqlFmnKiDWBURgFPiTwELkugvyEQifBgUNhxk+55EtjxNZt+Rv7ddsHNl7sWIUzohYsOd/dtnAg2bjY5YATuFtb+eneV3XfffZxwwgmP+P4JJ5zAu971rl3XoTm26eFqixYt8jknO8tccrKTFp6eJ/N0YSuUUp7t+d3vfsfZZ5/ND37wAw455BDP+JRKJQ8EnbnCnTfddBP/8R//wdnTy7XvNhCCbX//9yz5kz+h/2tfY+I1ryHZd18PdFx+VlE2euiTn0RoTeP5zyfeZx+GrryS+e99L9n8+TRPPvlJdymOY5rNJrVajXj5Qkr3rzYPuCVGWvqRWJzHa3fcUebXv64Shpq/+IuJHR5buatC7fYarz445dtXwT2rKyzZsonf3GOYpYMP77B4Scaeizs8vL7Mz77f5OzX9RpZ5ocqnHqIeQ50gRygvZcBOelYDz/60kPcsrGXsbGAUkmzaFFKuy3QEwFLV1XRQtM+sA0B1G6psfeQ4vRjUq6+KWLdOrPuF5xh2pdhShxKSqmipxXTrofTQI6ibVPaikxOoDTlOGXBuAFLKxcZFno2cAKGhVm8GF7zGvO3AyxKKVatWoXWmkXb6lQ7KZU4nSFqALn4wfScrzDUrJswkSEiFjz+zMPHZ3PNFP3+TQlkofy6DyESFvxkeCbn36/ss4ns2HC13HPafz8LciwgUDah3oVIuVoz5M0bJ9k6QO57SQoTm//uvXUB5AgyC5JC2X3sDJlb29aBByTUJwXrN5gLCh0rYx2q6bLJgczBnhNVcFLCTIQMhHmNG3duDxQKIGq1NqSGq/Xixk5rAUKi3U681FZty4SoZanI58A6dUqbsQhsyFYki0yOcQadgIBhoWzfCuPhHP4sEyzrSAa0ZY9EIYyvMIACQepySoSbJ2GvOc+9EWhSBSc1U5TPbRDo0ApN27A3AQj7ACh1FJtbkigw8+FPK2AyFlToZpaw6nuBAB2VciYpibFy/ZQDbRgxIRCZAUBC4JXMDCAxQN1da557JX0YYym06zGVth6SAaGByNP+AmnmDQ3SIh+HfyW6q30p4P3v7AGMhHJGPtZa5WvNYmdKShEn+Trqr2iSOJ9L0Q4MYzmNBXIWSO2V6A4rmR2GYg0aYU8WrY5yARDLpJZDzfYthiMtB4V6QEA1FsQN6YGeTmVhXHOQEykDdrWAqtmEIsiUUWyz9x4CkkRTToRRjSEHzG6M87VmBkYDodtYsPeUe0a5Z4uyYaFuPhSQtCWtllH30zLflPBzVmhjLm1ycpJBW2V8NhscHJxT5aZdbdPr5LhclCfy02q1mJqaYmxsjE2bNrFu3Tq+//3v09PTw49+9CM2btzo1bmazSZxHD9tAM5s5gQDpqam2LJlC2vWrOHhhx9m/fr1jI2NMTExwbp161i/fv2cy0A/Hax99NHUX/AChFLM+7d/A4zjuXHjRpRSaK39vRmtXEnvd74DwNhb3sLYO9/J5NlnI7KM0be+lfJtt+2UPk1MGNARjs4DKUkXziOIoq4aLU/W/t//Mw78GWfUWbhwByyBgsq9hl05YMDcV3etM+Uffn2PYXIOOcw46s862qiPXX1VlTVr1rBlyzZWrSt1hasVLRvO0D0JKMm8zSFHHtnhlFOanHhii332STjkkJijB8050wUpuqrRJU2yxOyyfeJvtvKhD03xoQ91qISaPksCyVLGeH+FTigJNCzY3uxibMJUzfp7oBSlJO/jig0TLNs4gVCP/jyZ/sxJ05QsTal2zJdSrTW7SmCj0WDTpk0eFBVa5C++3sdRlw4wXlGzfnZn2tOeyZHkHoam4FTZv1EmLwLymjgISFNNqYz/7LMsKnbSg57Bsc6c3Bh1ORkISDMXKtbtSIYSdCy4+86A48PUY6nMMhyutg/kO8TFawDjJPVIaFkVgC71KdHN7Lg6Opk2rAE55jPHdSQVCVPFEKtCGw7oHNKb8qDInVdBzoJYZIPsdCCIPDASaUrYG5HVhV9tznnMrPJZa0JSLWlCaRSv0GYXXeFYBCN3nTvcwssaIw1QagO9ypQW3UMp5tUKtVvc2NvrSV01eutUuvvch+4V+gcYkJM3Y0KRROg/6McyM4xTKLUHZO5znUwwYPut3LWpfKw1EoEy6zNLiQKzv1EOzPWZscxsv4URdbDtT4xJ+lShzo22Msppfs3lwDAjOsUwdlJbJsfKbwMyMPlTjmVwk+XEHHy4mhWuuPBZbbZ1jJNva8KatVwI1dKuk0qTpJJQmvpGS+dnPNgQ9LgFmgnizGkgGBCqUrwogjQTj1RQEbqLXcTOYyBANgsTbkPPSoFhcLQWlEPlAaIAokyY4+zgefbIsppSQH1KUDYYHi1yqWypNdXADJWNbiVLAC2obQlpkI+bE7dwYcoSYdQLZS6iYV7P140D3Kj8AeDWU9IBoWzx3MCtQXNclxjGHJvWeofSw0KIp7Vjvm7dup0K4vbZZx/uv//+ndZe0Q455JAuWe7fVxuPp12llE963lV9eTrZ2LvfTc+Pf0zPj39M5cYbaR9/PO12m7Vr1yKl9GFEg1deiVCKxsknE9t8rS0XXUS4dSu1G25g0RvewLqvfY1kzz2fVH+azSZJkhBFERN7L6I6z4R+OfDzZG3lypDvfc+wCn/5l9t3eGy0NkK2zbNrxD7C7lld5Z6wjwfWGVRx9MKM8gNlzn7FFF/+1jD//b0h3vjOSW7+TY1OLNlzeHYmBwHJXh1Kv41gdQ8c1ijssBsrrTZJ+fEeMdV2QhpIOis6lNaU6F1X4pzTtxCOh5z6iXmw0araBopOFLJuQT8D9TY97QQtBFJpyklGVGBvikyOzHQX6AEItAlvi0uPHro23SqdPPysU/j8xMQEAwMD/plYr9cJUsW8eps4DJjqLaOUolaDeh3a7bnnWZ72TI7Mg7y8mpgTW1OeyTHHRIH2ACGzRfkcY1M0LXJVNrDO8kTgw9Wc859lVmVK5I40mET9NIMtW8zwCy2sSrRxXotqSs167tz789ns/X2GM0ZsRfhQ5LvG5rptX636WSA0yklLWyfUgz5XvFHnwgNSaB/y5pz+/ghcYIbANKCK3qwp4AHa5CqY5HBFFEESyy4mR2lb/V0aIQjH5Fg/2YSrYQCOATrC/+vzKSwjE0rQBNihQGAKqwphQpz8WpC5Uy8K11EUHggEJEpz0GjmWTQd5sci4Fc3hty3eR4i7hiGxba1eVvJswiRLOTqWJytCiGOaLwohLSS0/gwrdQIRGBYiFLBiZVWMaGU1ztD2Y0UL3DhdvEz4VSOKYVWsCKTJpclsMUuEX4tB5ZJc6p5zjILIBwrpBz75NZQvo/A6tUh//utqmfJXHeUMj+BMCCnDLz85YP52lZ5eBd2KVHoQ+DH1LJt9jUn9e1Yu6Qj8pBUlX+2WjFiIsVQZAFEWlCW+SaEq0/kXggktJo2l0iaENegcG37jygOGsnMWEqz/IWC8lRg6lC5OSpsUriND/cgClx/hWN9zQK12NAAuMKTWgNpLM14SiDUXc+IrufNHKuraa3Zb7/9GB4envXngAMOmNPz77bdttse2ZI992TyVa8CYOSDH8Q97JMk8Wp44Zo19H3jGwCMn39+/uEoYuNll9E+9FCC8XEWvf71lO69F1GvP6ldFAdoekcXUCobp3dnbRRcccUwSglOOqnBAQfsuDZS5f48R6acCKqRZmws4CWvMUBu+bKYhbfX6LmphyP31pz0jCmSVPKpjw/y7/8+TCA1ywZnZ3IAGnvHIDTZVIXalu7xkhOScDxEC01peIrFW+ss2TxFtrCDKilkSzL4jUH6ru9j+UZzHVHViPJkgURLwfb+KusW9LN+fh/bLdXTxeQUQQ5QTmb20R1Ta8Us3jxFkM4ENLOBnFLhOFlYC9u2bWPDhg1dMuBLtkwxWO8wYmv2mOK45r1Wa26/n2AXgZwrrriCFStWUKlUOPbYY7npppt2xWkBeOB+QTGQTAj4ujSytS5cLbEha4v6jHMhhCn+6ZyWmfez8A6rV/RSvvymz53QNlymGK7WyWC4pmgpKJe1L0KphBUzkPDtb+fxjQEzmZwokMwLTTV4N4HeQXUgxyUpF1gKoxEGKJuYLGzUlRJdAC1ncoSRHdaFRH33Y53hzAKm8pSBk7pcQus8SXrbZMT2CbPDXVD4tQ6csLVLjHNfCl27GjJY65xJ3T0HhUgtEIb9yjLjLLqcKXfNs9XL8tcqCqADq24noBQlHLQwI3DMllWCk5YC05mgo8sIbWrVVOyg67YyjIYohJO5/mhtgLPAAw+lhAfVjh0RwkhhlwJoKwNeIzs+QgtEYBzacpCDqFB2S5V72eBm289VNTLzX98eMDUpDYMgNIHOx0PKXP1OJTlL5frtlPgyW0Q2dvRFATRmHcnoAjWzP9ahl8KwHqG2ghX+g2Y9SPLjiuFqbi59SB8WFLv1jlmPd/+2nIMcy+QE0oo3UGA46W7bm71n4zHh3ysF9j60TE4g8jA5Z6EFqKllymRmxUTsfBcLdTuQJjTc8NOgi04XRXSohakPJfL7T9v3005+byb93ZsgrgbQrrDPf/7zXHrppXz0ox+d9efSSy/lc5/73K7pzC6wK664goMOOoijjz56Ttp/6KGHOOecc3jooYeekm3PVf+eSLtzOVZPJxt761tRPT2U77yT3m9/e8b7g5/6FCLLaD772XSOOKLrPd3Tw8bPfpZk+XKiNWtY9uIXs9cRR7DnIYew/DnPYcnZZ5twtt/85jH3Z3JyEqWUV8dzfz9Ze+ihiG99y/hOb3/7+A6PlZOSaFOERqND4xmddJhRLnvwQcOwvOq0BtIKukQbI97+pm0AfPn/hli7NuIZKzpIYdVJqzMfuLoGzDcMZOX+CsFYQPX2KgPfHWDg6gEAsgUx822h6UBrBptt6ifVSYdTBAIVFcYlMxuEapbvsMQ6XFFB0awIcgAqNuZ560CVjnVQAvtFsWhbg2qcMjIxMwx0tkK6sjBfxd+11jSbzS723vXDfOdptNY4XZFdAXLmPFztq1/9KhdccAFXXnklxx57LJdeeimnnnoq9957LwsWLJjr0/OyfTvcORnZHVQDeCo1hZ6QNszFhKspAX9+VIdNyryuFASB2f2d4TAIjbL1X7wzl+U+T+CcDGUC1Yo7q7ES9Jc1rSmolPHOUiYMcxEFmgcfqLB2XYul5OxGkU06PIz9OYTdxY+kqRjvSogGAjbExT7h++LC47DndiBCK2i1zYmE3SVPVb5zD7mDacKqctns3glBB9BRCZK8vsnKTRX6asoMsCuw2RFE2oyxAyHF0DhHt00GgsHCdQtAqAwpApTIVb6iQKOSlDAMupxrKXJVvGIbLnnd/+1BjmHphEiJRAmlBA+0JGlP3p4WEAaaLKxCltJX1QzbpFgRpziVvVKgia3D7MY6syFl7pGgXTY5eOltoTXp4ABRR3NbR3BUyRSw1BZ0OiWGQOLDJUMXvtV9qcit4wjR3xVq15qSVFoaMaIJAggoyIlboCzpZnIU+TmwoYPFcL5i+391bIcfpsJiBTMbgpwNLIKcH7xxCvf4dIC6J4L9ZcaDMiDL8vwfd33ud1yf3Pkt7SGUFWEAyAxjGth7w7NRhbXgrs8TH1YY4jkLU3u/CFOkNxVWNtuAiJqG8DuLfVuO5Upj80yRhb5rPfMZYl43zx73EC4Sce6+ShSUBF3KagqzaSAVKDTthRqxsrDBUZgbpp13Z9trXGbqH4nNtYR0s9nktttum5Ock53R9lz174m0O5dj9XQyNW8e429+M/P+/d8ZvuQSGi96EdrWOwnXr6f/618HYPytb53189m8eaz/3OcY/du/pXTvvchmE9npINevJ1q/Hu64g97vfY/6i17Etne9i3TFih32x+UCDQ4O+kKhs9m11/ZQLitOOml2xbXpdvnlQygleN7zGhx2WGeHxzoWJ1mSIGJBtCXi/X+zneMerLN0acoeeyTsJwT8woCmaGPEEc9tcvzBdW6807z2vlduAXpNqNoj+OrJXh2izTVY1cvAqu73VFnRu2gMAXSigHKSMTDVYWJRzOSpKXJKoqqKaGNE7409VBZNGKGA6aFFQGodqSDLd4SjtJu5cQprrUpElGaUk4zQ1d6wVgRG69evZ2BgwBcL7WnFlJKM8b6Kb6vY7iNZl0+mNEop3vY2GB/XLFs294qPc87kXHLJJbzhDW/gda97HQcddBBXXnkltVptl+3uKZ0zOW6wFy9SaHQerpYJYmFkbbE72ZlNhs9ctrE1n6eh8p10ITQiy9kQk/+Cr5Pj/gbo2IN6y5qB0GxvCy14uGxzciR887V1rvux2U0IRO4sAV5WNsCwJVJrMmV3qi0wQZhjHo4lfTa8J7Chdy5ky5lxEE0/99kcegDkwn9ykKPttQnqdRNapFXuccrMeWgCnWUENtZrZCChWulOuK9Pms9n2iROF1kPH/qkgULIl+/X+Li9J7XNXTIATyUZkc4ZjcQ6maWg+waUWLxVOJ9y+U/CzZVJKE8z2BTnQMViL6IQlIjsOMNElvFgAzIVEJSMI1y2KTuObTLMDb5misaEq7kYOM+4YUKiHPMWBTnjFAiBLhlJg2LIlP9daQPY3SU3Op6xs9NsilfadWAAjQ3vso50YEG1svVuBLnoQ6rycCsw86e1yAU0rI3AzId+4frco3d+j+o6LNOmVk3Jrl+tBI3MgJ9iDo60P2HB8Qeb/6KFmU8NZEYePhAG2EqRM5zFLro8NoCavT/LIZ5RqkQ2HDSwgC/o3h1KrBJjEGpaTRP/7IUH7P3n2SXfV1MT65QX5EIIwj2TimOCUSD097/tapKYsc+0ICzlmw9gjk1n2+7bRdZut/niF7/IJz7xiTnLL9ltu223PXabeN3rSBcuJFq/noEvftG/PvipTyGShNZxx9E+6qhH/Hy6YgXr/ud/ePiOO3jojjtY9eMfs/Z//5cNn/oUa1/65/yC4/nKNUv59xfexeuf3eFFL1jMjTfOlEz2/ZmYII5jJiYmZpU2v/XWMn/91wt5wxsW8eCD0SwtdNv990d85zuOxRnb4bGyLik9ZPyrzr4dsn7zjbS0R/PqV0/y3Oc22XPPhHA8d0zCrSEKyYVv3AjAkfs2OPkwA75mC1VzVl+ukDW7lRdmZAs71I+fYvxl4yQv2ky1v0kmBevm99EqhUhgYKptNtr7FUSQLEuIX7KZ6opxsmD253omhfdrwkxRTky4fSaEZ22cJYEkkw4UKaJiiFrBXWq1WmzcuNErSc4fbzI82WbxlnoXsJEaXzJjhulu3y/IFOV2zJvfDBdeKFi6dO5BzpwyOXEcc8stt3DhhRf616SUPP/5z+fGG2+ccfz0qsk7I04z9iA7V20KQvN7qkEoaCewfkCxJJPo2IEbkIEmSUwb64RgidY+B0VrukK8KICcQBgwIzLASv8qmzws7P26bFAxOR74z6eBNqEpdj36+0Jq71wKu/srgVAIrwSXOpCTFnZz7craN4QH7HX7pazdP6ZWjgMQkXWM3K4+Ai+vHUxzsoQ2EsXOTZWZj1xCqzw36MQjp1i7acD58uZYLABQeFGDopkQOhMe1MWWufe1MCpyOi+yqDumwGe7I6ingv7SNBWyae2jLTjVhXmTbldfeVCSakVgzx5glcICA/DU4AAyM9LcY4lgcSAJLcgpFmTEAlVlhRI8UFA5+EbbcLECyHRJQQIHdLT/fBjkr0cSn9/jQKnS5jURTtvMTw1bhM3JCYT24W2hNIBZAgO39PuPZNqEx7lnoXu+Ocddd5/B5JgU2gVTHNPNZastUBUL8G0LuYx1Lg2OhrUdSSXVLOpVXWp5Wgovo+2AnNRQ0VBPoRaZcLVU2fo3QiKEKnbTglZNuVxGdTKUhv0L11Jcd6HUfj0GoSawTf10DA4omQsTIaRt2DYWMDCcejCqMUBaWdlyF8aGhheUW2wqbFT67w77jEk0Pj/rpnrEAKaWVxqbezfTEEQzgbybm2ZDUGLu7IILLiBJEi677DLAPPOPP/547rzzTmq1Gu9+97v5wQ9+wPHHHz+Hvdhtu2237ch0pcK2d76T0b/9WwY/+Ukmzz0XEcf0f+1rgFFUe8xt1WqktRqNBct4//vn87VvvTF/UwEGB/Dev+3n6h+1Kc3yAErTlDVr1szevoYPf3ieaU4JLrlkmCuu2LTDPl122TBaC174wjoHHzx7Lo6IBZU7K1TurRjGvzcjWZQgJ63DP9HtLIRjuXsslCDcEnLscxv85jN3snQ0pt6aT4lZRAeK1xIKWqeMMW9rhzBMTdqyFEwkZXqsKtlETxktBRO9ZapjKT3thOkwzYGK9JFEXoQgDYy0dJTmSmrtctgFQNJAoKU5FkwtnWKuTpTNfi1Ca9+HapzS0d1jJZWeFYCJ7q8mBqc69HUSOMB1e+6FaeaUydm6dStZljE6Otr1+ujoKBs3bpxx/MUXX8zAwID/WbZs2ZPuQ1MJ73xjGZEgMA6+0sKAnNRMvA+VEi5czcTYZxq22flzIKfI8rkkabdUpDAKXjoTYOP3vRNnYxFLUY5+Tby/9spcAMutqlUkIVF5VpHWelo1dbvDrmfmoyCscyzdrrd1mh2T4Nrsat9ek/3JlHHQHBBxDrjAgBRhnW5R2MzQQubAJQpMhWJycOPmI1Mzo2m6VOEKO9i+92EIWvtQLa1tOJeNC40TI/+dKFv4tQDjU5f476gV2yd3X7ucD6WVVxzzYUYiZ5lKoaZH54IOwnrwWkkimRrmSxZEGQrXm1nmw9E7/pDCuLsxVoHwn/Uhi9PAkwtXs7iC1OZpKA3IwDvV/hSZ3XmR+Wc84yTduTRhIx+4IDBjPAPk2FZ1sVAtIOyA5qA6B9JKQ7Ml0MUwRW2LZDqWw67bZ/QpL9rgwLA7RiA8A+KEHAJgUErGbRy1ToRvVwGq8DDNlLn2JBM+pDETIGLdBTSchQXQqYXZHdqsM7LBDFm1fQxNeKvZ2RL+vnH3WmbzkpS9RtedSBo2yF+bAC00GkGGyOveuOvFStxrjLJOmHnACwYgujW9fv3cFs259tprecELXuD//s///E9WrVrF/fffz/j4OOeeey4f+MAH5rQPu9LmOidnt+22ubL6S19K58ADCep1hi6/nMHPftawOEcfTfvYYwGzufsf/9HPT39a3aG2wPi45LWvXczXvmY2w0ZHU048scmbXnQnVy58D6NsZOXGPv7zPwcedz+vv77Gr39dpVRSSKn5/vd7+c1vHrmays9/XuXqqw2L87a3jc96TLA1YOCqAap3VxFKkIwmTD13KmdMwIMdwHyf2E3odNCwDdHGiKlaieVHaTp7VdEt8x25IyYHoNFXYu3yHiZ7y2RCECrNvMk2lSRDCZjoNdfWqpgojVKqZggABPaB/khMDkBiv8hGtzUYmTA7Z+1ySFZwomJ7jGsnyBTlOGdTAqXpacYs2jJFWAh3C6aBn+mhcFLNvljktEXU14q7VLh2pMy5s2yXCA88VrvwwguZmJjwP4+E9B+PtXWOJt3GsggLRQ0zk0CtpXGStHWwssw6C1nXnHgH04Wi+WT+FO6xE+adKl81Xvvd9dQXrtFI6/BGArSVoo0k/G7cBLm4MLTpbKJb5y60KMlyGWDnFDpzoT1Fh9s5nN7XLrBQ7jV3X4SR7srJ6WomI08qSkQeUhNF/viKjtinN/M5JJkL2QJfT6VoLu/FyUP7c1mUqkulrs9orW1IlznS5enIMA9Dc+boXL8OCsAFbBiggCyUBcffLR7De7lwtQMrgQ/xAnOzCgRSKt8/B6yFRYta50yLAy7u2oTG57o4J1hMA5YSIMjXo7u6SNrx0UYkIFMWhKvAnMutl1CTts16lUEe+pW5Y4Lu/Cs3RpWqCY10kujOXJjbDKCaZo52NM63ciBH+BDDnAU1HffAzFrHhz92t+/U1AI7XwYjmVZCAf1Cs90KDrTq0mw22L5mBdSSaUgSaMSCINRoNJsQVMPu+80dW4nyAU/np4Rac9MDJQQwNWgmSklNOdK5Qh35WGY6V/VT7v6yz4eShE6KDw3MxRU0qdaUZHHCjVw3mQk51MIxOTk4c8Inj6EEwpO21atXc9BBB/m/r732Ws455xz22GMPhBC8/e1v5zePIyn5qW7T6+TsbFu6dCkf+chHWLp06VOy7bnq3xNpdy7H6mlpUrLNRtUM/Nd/0f+VrwBWUc1+f/7P//TxL/8yn9e9bjF/8ReL+N3vZtIwDz0Ucc45S/j1r6v09mZ87nPr+fnPV/H5z2/gby+v8KL/egEf4B8BuPzjA2zf/tjdzCyDj3xkGIDXvGaCs882xUo//OF5s4Ku//u/Pv7qrxYBcOaZU7MqqpVWlui/rh/ZkmR9GVMnTTH1vCkPbly4WjAV+C8m2ZDIWKKlpr2/ESSINpmC3eP9VdqViKBuAMOOmBxnKpBsHaqxcvEAm4ZqpNZZmuwpowL3/SHplEybtU537ZlAOZDzyGM55uvn5APVKoXoQg6PU2HLmRw1Q3Vt4ViDWidlwVgjP/+0pFI5bS56mzG11syxf8QwtiwvhzHXNqcgZ2RkhCAI2LSpm2rctGkTCxcunHF8uVymv7+/6+fJWowu+vYABKHZ1c0AnZqQEGyxQYRGCBOmFkhtQY7odraFdSLta0KAyASpyPNXTDiWtOFcJu8hybx4Ezo04VUCC3JCUx0+ENBydXvsLnRiczcce1Fc5wEm/r7b8TV/JInw6mzF3Aw5bUCKleWLhUiFdXwznTNMXWDI7kxrBFu3SMqBvW5ywNOXCBZU4ZmjKcKG+zkdOlVwxLzCmcuzKORhuBnUGiiX80VrWQAjp5y36YDM9GTvBxLL6k3LyyiGq0mhyWoVDxqLTEyAAaJV99x3zEJoCs5IKZFCFVgxs1C01nbrPXc+3XSY33UhJI0cZBb6KQuv+dwvKwbgAbuGdmrYokyDkCWzNtzxgcm1kRpEkPfBAV5lSLIZDwUt8rBJCuPlEvaTJH9QJZndVNCZnVPtmSpXI0gDoqTMsGEedMm0zYSxGB6ekAbwFvrkQIP72/XBLFVNRUDTrudQOCbSXl/heeqEECY6wob0CdZIJxtvjtm+p9kN+0VHs7IuPVPSOL5BiGGAJTBl48m0gHLJ9ENaIBfIfIx9P7DS0vY8ZQkdWyzX59/ZcyV2fYO9jxEoDAMthbmmINJd69gJnSgLnOfSpJRd4Qa//OUvOe644/zfg4ODjI+Pz2kfnk42ODjIWWedtcMCq7/Ptueqf0+k3bkcq6ertU44gcZzn4tIU2SnQ/uII2g961n+/e98p8//fuONNc46axl/8zcLWL3asBa//GWFc89dwqpVJZYsSfja19bxnOd0CwOky5fzyuPu4VDuYGIq4vLLhx5z/7797V7uvbdMf3/Gm960nbe9bYxSSXHTTVVuuKHmj9MaLr10iHe/ewFJIjj99Dr/+q9bZrRX+V2F3l/0IjJBvCRm4kUTpuBm4bGoehQ6MKI1sm5D18Ys4zFgQtrca6KTf9Ad+1hAjjchqPeUWbOwnw3zetg2UO16u1kx+Qy1djfIcQU/sx0wH3EpZO1oP5M146AoAZ1SwFRPiTiUbBqq0bLtO7AUKk3Z1rxJp7FE1TgDrQkyRe8sAMb0x3xmeKrNwm2NGYzPdDDkzYK2P3iQUyqVOOqoo7juuuv8a0oprrvuul0Wo51It8+bO/CBtPkcgFCCVAlEYENIpCnQF8emJkmWdjtfxSKgXfOX2j1pnTM5WuUqU0pBRwkytzsfOlBlnDHH5JRCzbx5xktLLCJyIU7OSSyadApoqrtPxvfOK7EXP+dEBNyNniG72QdhQIMg34F24MM5lS6nRltgoJWgLLtr0BTPsaCmEUnaJUet1UyQA+Q5M9LV6tE5+xQYBbVU2/M6usPeLJkShdwaCxCtTTqHW+QfkSJn2UKbjK/Kkc+tcT6itmOdkddaEZb5QUqr/CUQKFSBVdL2PFpphCjUcMF8Live5K5OjrDjPe3uNOyOovgYkQJfzFZq4yw7IBXIkE6G38nRWrN/b2ZC3yyzJrFMkoTheVkXU1cYKkKRMxx+rWjDViadfBOgnZgHl7C7ADlANYVoW6ldy2VNppUHw2lh0wAginJgru3YuOvNCkqGbl24PhYZm0jkoZxOlcxZZu/Tn64OEKG2gMR+kdgD2/PMF00HTSMRhXA1TYiV0LbrFAyTc/qKhEgKJMKvGXe/ZIV+hDLveBQYcCrI+2rAnfAgJ/UbCvgwQymg1gtBaMMDiwIpOmfN5tIOPPBAvmMrpd95552sXr2ak08+2b+/atWqGeHKu+2Rbdu2bXzpS19i27ZtT8m256p/T6TduRyrp7Nte/e70dZZHn/rW/1358aNATfdZHb6v/KVdZx11hRCaL773T5OPXU5b3/7Al772sVMTAQccUSbr399HfvtN3u1++YrXs6/804AvvzlAVaufHTxgE4HLr3UsDhvfON2BgcVixdn/MVfmNzsD394mHZb8J3v9PLKVy7m8svNseedN86ll26iUul+2MlJSe0OA4xaB7aon1iH2bohCmzOpAE34bj5kk+HU3RNkw4YSedwk3ld1qWXl856dhyuNpspKWlWS3mMsbVm2XSw2u6uXeLAw3QgMvNaBFuGamwZrLFxXi8IQbscsWbhAPWePOQvk3lUhsQIFEz0zAwJLCUZi7bWGazPrlYnCo6bACLrcAWZotpOZoCevAM2RPDpEK52wQUX8JnPfIYvfvGL3H333Zx33nk0Gg1e97rXzfWpAchC7XNVnBMQWApFacMYpJBDTrs7niQmXC31KknGpufkaEzyu0hc3L91lAWIzDgrbsd+oiPY4FB/aBPZLSiQoSZDUw7xihPOqXT/hiFMNQqOjMqdz2zajq0oePPCOvL+fhJ5MVAExLHMixUWnHCBYZ4ynStZuVAjjQUpwjrfCiqB9kIEnvEp+vDSAEopBEopdGr6lWbddUTcmIkudTVlxhZoJYLUeow5FWs63nRhP3SPnTu/ARf5fBpAKjzIkRKUsCcSzGBTMkwOzJU3lkGIgrSvYc10Xx7LrOw8lIOUjgqNJLcv/Jrv8AsBrYY7nfZrUQT5leU7/ArHFQk79p3CGo0tI2J84sDkm9mLVQqW1GwxzcCsAFHo59Cw8sBMC51LRAsnCGBuGvdYy4BODNWeHNm2U6MU5wpn+rG3IWkdC3J0SZPEHX9EmokZAN5+sDtEEmjGgrQg4e5C9STQzIzUsxAW5GhhmFtEF5PjxvP2DSE6MOd2YMUzgDIfZ+1OYPsUYkVNREBQMV8OVW3EEMLC9pULh3RrTJOHIxZRXTsV/j6VJqkHWy7KAHGVAxwtDAsshWbhYtCFfjtQ71nSOd4oe/e7382FF17IKaecwimnnMLpp5/OnoWq6FdffTXHHHPM3HbiaWQbNmzg/e9/Pxs2bHhKtj1X/Xsi7c7lWD2dLdlvPzZ99KNsfe97aT7nOf71q6/uRWvBM57R4uij23zkI5v51rfW8uxnN0kSwVVX9ZGmghe/eIovf3k9IyOP7Nw3XvhCntd/E6dzFWkq+Ld/G37Ufn3lKwOsWxexYEHKa14z4V9/85vH6evLuOeeMsceu4J3vGOUW2+tEkWaiy/ezDvfOcZsvrKTiY4Xx7SObO3Q250OcjyTM2xeTxcan6xyXwU0VO62EtQLk9mB0xO0Tikgk4JAa+ZN5AyZS/rfEZPjTQgme8uetXmkY4r5PZ1SwOQsIKfaSWctIgrmu2iqpzucMcqMY7xksylwunhrfcbnUlcYkKcBkwPwyle+ko985CO8733v44gjjuC2227jmmuu2WW7e8tPaHiHPbVORWDlYRXGOc+wKmNYZkJCHJud3TS14CUteus2DAYDnDRAYoQHNDYHBiArhPbYnVwfKmXD1VzStJR5eAuuv9NATqkE5QK7qexOvMs78E6Nc2rz7s4IvSra2rURzfYsi03AvcrkBzmVMhc+pLW5PsPkmOKo5UK+iN/tLzQbhAGttJB0HcdoTIHU6TvOTkHN1RlBKbQQRMBUIki1eS92IVTVXjJlABB2J9yNuR8vlQC6K0ZV2hC6Yp0YHeCdTCE1BypTadiFq0ngyMOSvH8ujleYkDDP/tj5EEoxsMDUMMrsDr3rlrLjfJLViy8KLTiSKiu0XxQecMpdLtRL6gLI0QKEZXLsSnCxupkyLCW4fC0LvCy74MC7U1pDmJwc8/wy42XWv1EcWzCa5kxOCq6gpeunMD47iRK0bFFYLdokTvtamGuYsQbs2ABdX2KNGOIUfwKXh6Y11GNBxd4joTQhn0XA4NeCNgp1rY6AwIyQG2+3GSKEyDc1EPkmgQSRQkyQqy0CW6oZ7aywIUD+uwGepg0lRJfwAJh+CnImp3gPa1zOnc0vQngMjhSU0pRQ2Q0Du1Y8Yzhb9dOdaC972cu4+uqrOeyww3jHO97BV7/61a73a7Uaf/3Xfz2nfdhtu223PT5rvPjFTLzmNV1Mwne/a5L3X/KS3DE96KCYL3xhA1/4wnqe85wm73rXNj760c0zWJPppisV6meeyYf5WwKRce21vfzqV48sKd1uCz7xiSEA3vrWcaqF4pqDg4o3v3m76XdDMjqa8ra3jfGjH63i3HOnZm8whdLDuUz0o5kHORMmjtspq6XD5nu5fUAbHWiizRHl+8qUH7RiAQc/tho+j9mEYMugYZ8G6x2GJltIpX39mh0JDzxem6rlAKVdClGBZLsVQXA5Q9MFBoqWSZOftGWw5tsKrbrbI6m0KWFr+kw1iRvdRUPnyua8GCjAW97yFt7yOCQKd6aVVyQ+Qd8XfbS1UxQQKuP8iMCCIGmBiDIOqwuNUda7NaBG+zAZtzvbmnIOLD4hWCize6x17kh6bzAytW6Mw6kJQu2PRc8CcgIDzo44IoG1DglpAqGJtanC3lKiK99EkTMvSuXndmFvAtPPeW3BpmIokjsOaItpoWRg8wLoCldrJ8LkDlhE5eWFhWZVQ7JNmYS4dmqKK6ZaILIMrSXtTFALddc50LnTKQDSDB1JImAsFlSqxtGLC/eS0obJGdb5zrmTwAYI2k2E7sfV3/HhWuTXKARsr2mGW/ZTgaZsndOcyTHHZXadbNgUoPvxDIkP0bKdVxr2P6jDyltrZBQcVxeup6EaGubPo2SKzIK5Bmnbr9RMw66GUpwJwsC8385MIr3SoGRolO3s5G+LNT+fkiyoGTZKKW0qEBe2+5Wtu6RRpNqMjpMqzzS2YrGd3yRm/oKIqtrGem0K+3YyA6CEU3xzc5qkxFlALAVaaJj8KXHpheiOWU+pVYyIs0IOCjBDgxKTg9boCHpRXSGaSsNkB/p6NdoKxkzFBSaLnMHJ2TbtQY7rrNsMQTqgO5PJERnU+u3aaTXRCJpRQj2LvFCAIgetRSEAba9JAB2gjAlNdUp3yNz30EKilEZJI47g1qovzur6ZuckzgTVSOdhbXMMcgDP4sxm//RP/zTn59+VdsUVV3DFFVf42hG7bbc9HWzVqpA77qggpeb00xsz3n/2s1s8+9mPz6GfPOccDvryl3mD+AxX6jfzr/86wje+sXZW1uV73+thbCxgyZKEc86ZnPH+61+/nWpVsWhRysknNwkfxXMtrS4hY0nWk+fU7MiygZzJES2B7EgTzTBoXlc9itZBLWq/rdFzi6kOnowkpAt2fp2XRq3EeJIxNNVmeLLN0GTbf4/uSHjg8dpYf5Va2zA1zaphfbYNVJnoLdPXjBmebFPtdF9fJkXOKgWSLJBM9paRk8YRCzM14zMArVJAvVamUY2YP96Eex5m+1CNzizs0c62uQ+I+32bDbUR2Hh9C14Q+Y5ohiCLNLdOGcmpFFMXRIRm+7foZrlkasA7WCavPGdyAqF9rRfHfBTzMwB0VfmaIJAzAEX2LtPGUU8LO/8UFGEzbKFDbRggn7zs2A2bA6Ktw++S88tS0/DMlGZBkocKaQr/inwX2V+/u24HxmS3OIC0xSt9/oYwjndLGNWvth3PTEqEva7VDWkdNDtlwvi2Uqd+PFS5bJTogGYqSIVJBE8LVFEnhVYqSO2ufaa7w9Vk0gEtOOgQ52Rqm6Stu1ivxAFO+4LAgCkHcgIbDtXFtNrjwiKbBSAFSgbowLEJwjvYTtVMT2vDz0EhRND73YFGBAaIBHb9dDKzVqTtp2MXVaVm+mJFD3QQ0Mk0yuagZQX0qoRANOs4BbROYtg5UQBAqWVyXH2iWg+INIMszYvdpiBxdYxywJppRb2eeeEN0ZwyTI5FQpk2jKHbOPKrU3Qrurn7uN5Uvm/a0k9KwURb0NeXh9TVUwPIzY/oXt/A4c9IIHT5V2YVOOCsHWsmTKiddIVlBUgbc6aUQKSJAa8l86ApFVhPP74aK2GdC0Gg4ZbekFQVzmljNd1zAylsXpxAWZDjwkcFwq4v7a/JATT37JhrazQanHfeeSxZsoT58+fzqle9ylfIfjraXKur7bbd9vuwq64yLM7xx7d2GIb2eCw+5BA6Bx7I+9X76Cu3ufPOsmeLpttXvtIPwCtfOUk0S5RVFMFf/MUkL3jBowMcgPIDxnnu7NN5TF6uU1oLJgJ6fmVATDaQdflb7QPbZLV8bNoHtecsHHisv8LmoRpJIHOA0xWevxNMmCKkq0f76ZR8ojFpGHhBgdI0qVFVOH8S5gObWmnqKFVUOjNBpZImhC4LpG97umLbXNnTHuRooQkD7fNiTJiKNiEs4GV5ETaPRkIqoCQNyAmneUUaA4IcA5AV3ncObGCdFJGZNjMlvJPl2In2AW0fspJqyy4VPVzynf5i0UVdrPtid9hTLQgllGumiWpFmwKZNvnY54DY9VmWBigUXyuGmbnXTDhMN8hzjqvC/i+w0tvO/wvMyRz40MKE4qgA2rEgtWOUaqBUNuzLkEl498AIjUgzZLvp8y6wQhEljOOa2n76W04LWong6gcjUi24UxfyEuz1iaRtcmRcyJ/OncMikyOE9uGM7voTbZiTIpPjAWvu+xqwWmxegA5D045zXu3BmS7kRhVt2l3p5j9RJnerWDtG6UK4GmYn3zN4yvVB2zEQxEL4vru6MV7Sut30/dlWj0idTLpnOOwCtWMTlgVCK9KR4bzmS8UWzZR5nhdSkFYr1DuhlRIEVErqkuUw68FJbJO/nIOlIvhXMFXPH76ODVMatrck/X25nHIjESihaStBJnIwWyrDpinB4B6ZUVcT+TkSJ/0u8jlMle4CtRIQkcQV1FXYtS+MpDfkGyDud0em+vtOgwg0aYa/L4p5NMJ2woE0106mzTmkjaHUdlNAIfxGjgvBnOucnPe+97186Utf4iUveQl/+qd/yo9+9CPe+MY3PvoHd9us1tvby7Of/Wx6e2d3Bn/fbc9V/55Iu3M5Vn9s5lTVzjhjZg7Fk7HJc89lAVt4Z9+VAHz840Ok0zb677uvxK23VgkCzctf/gjhZ4/DgvGAaGuEFprOXo8eqgaQ9WVooRGpoLShhBaa9gHt7oNCaB7VBCAdSo1K21yZEEz1lFk/P1/bRWnonWVaCpJZKqbPlvujBEwWcnBcXR6AxDJM1TilrzVzXIrgTDmQo9SM4+bCnvYgB2F21024mtndlC4nxzpHQYBV8TK7tynQU9ZQ0oR2l9+Ht2iTjO98Na0hLDlVJ8fkkDM55MyHCYmx5wm1b7OdmZC1vKBPHq7WVVNEgyjEZGYi39kNJJRrtl5ImIcLKdevgsNTkVYtSuSvufWWadA2yURgFnZxKU42yR1zBYTG2XbgzTE53sF16m+hoJWaJHBTFBMCu0vtQIXPmUrakClkmiemO0c8xDAXqTZhgUVA1k5hMjYFJLcpRSuFzBWm1JAuW9IVAiW0VTxD0LYUg8BeixNrCMw4xjpncnxdmuLdI8yfQZCzCAqLJjRoK6+t7PvaOqOFaDoz9QWQ6WSw3fgnGV3FJYV9P7ES4pK8cKwJJxS+lg0Yti0OAoTOENIwHzbSybTXaXmGzuX2aA0iS/wYYllBBShpOqND6QHCkuUJAoFWiQFRdi1rAYuWZUQVtxulSGXO9rg206I6AMwA2eY6NHVX8JNc1VApaKTQ15eDmWZmQkZbCi+E4MZ9rCloloRXV3Nz7uWs7bmFZcxMHpN9QANEjogyindBqLk5UV0S726ZuPsUdF4nR9tNFWXXfnEuZH7vC2lr4ArXjiCy7E17IMCtOGWvzYFQnXd3zuwb3/gGn//85/nUpz7Fxz72Mb73ve/x3e9+l3S6J7PbHpOtWLGCL3zhC6xYseIp2fZc9e+JtDuXY/VUt23bAj772QEeeODJZ73fe2+J++8vEUWaF75wZqjak7H6S1+KKpW4YOt7Ge7vsHJliW9+s6/rmP/+b/P3Kac0GB198iySY3HiZTG6Ov3b4xEsgHSeeWZ1lneYePEE8V4zZZOTZQkTL5xg6uSpOX+2gmFInOpZY0dCAjvZ1LQw5y2DNVYuGiQuAKIikzMbUOpqrwhy7O+zRKLPif1RgBxTq0KT6pzJcQ6k232XUlsmR5MKwZI+hShpIrdzbSck1ZAAJQ8whPmsNjk5PuZfglY2R0PnTrp32QqhSO1MIAIxw5lztVpc+JHW2ispgc0J0XhZZlUALVDYibZtDAwY168iTS2RInhxydapEj4BWqPRMg97iTNoZkG+46zN7rV07AeGaXB9AsPgKGBVKDnl1NQKAgjPhqUapIot2LDgI0sRQvo2hTBgpchWtLVh2zSwsaQRGu7bFtCIOyAFe+4bk6icUTJgz+Ux2JycLPMOeMuCnEDmgM3latUFPNiWBMIA4NDKWrvNDo/nBLawZA4QVGG+M0AFeTK7Y/j85yXdoM46q26dJkp40QxNvmOfKgsQtGG4XJtamXMIYZT7NHBrJ0JqjUhjIxxAgelrtzxYidO8cKmMzY5WpiywEYINTcm4/V3LHCQbikOYgjHuujAgb899E1Kb/p+NltlWyVdgaouYenbcr9vu3R7H7DVU/sDXLkY4A1nWBFG+7jva5AA1s5wRcXLVGiPmISLtQ0U7GmIlLIh2tJKRDg8mJ3zHhBYImXrVQhlCpabZsjDfxdJCdDE5GfncOfVDGZi8PGUvzAsZ+E2XHFS6a8+02bgRQGc4AK3y3DsKIiRu8OfQ1q5dy7MKdTaOOuoooihi/fr1c3vip6llWcbU1NSc5PzsjLbnqn9PpN25HKunsv3udyXOOmsJH/zgCGecsYyPfGSYVuuJ3+guhOykk5r09+/c3XU1MEDj1FPpo8479v5fAC6/fIjY4odWS/CNbxiQ86pXzczFedyWQPnhQqja47Cpk6fYfuZ2Gs9u+PC12SwbydCPIrywM23rYJVNwz1sHaw++sE7ybJpICcJpfkuKrxeBDlKCtbN72ZU48L7RSZHSwdyds0YPv1BjjSSroI8JycIcwdSaMfsaFwsvAROXKwQofaVy304UwAjC1MitztuX8+syEBq67TIQBuxgnwz3zhSMu+Xs1Zsqsp3ARQs8NDdYKQIciYCZXftrSNvQU5x6Zj3zb+1mnmnJ+hmcu5LhXdoXT2OYmFK51AnGT5xXmEuSAQ6LxyKK7SaX19mQwUX7AvC1Z7B5rZoA3JKSlln3nm2Gc9aYICnsKCoWF+m0RHoyIAcheDhmgah2dQUaN0BAc87to0WwoceubAtA+AMRaaDwBdYbBa/J2W+FvoHM2IELSvukGHqmrid++KEGSYnHy+3k+5YH6XJ8zzo/t1dG3aNmPWi7bgYxzXOMPkjNoQrVZYVw7TdVjZczQIsrWyIG5opt7ZKVgWu2UBZiTU3J8KGq6WqoNKmAJHljKA0rE0zE7SF3UGQ+No0WhbZsHwNaqvy4HTY4v33IQvz9eAAaTFcTQMj8+IuRsKFrm1r5vOqVN7OemkAtwJu22AVR4SmmQqfZ+VBjhZEETT6NBtjE8b3QCzJsLLytn1hQw2D8XGTB2Op2SBUBuSh6evXLFyY8uIXN7rywHTh3wz7LBDaqKlps8GSarxoiWdc3d/A5rZkYxwYIQRRCFfDMT7a99VvjCA8AJtLU0oRTQuiD8Pwj87x3Fl29913c+SRR3L33Xc/Jdueq/49kXbncqyeqvbd7/byqlctYcOGiL6+jCQRXHnlEKedtozrr689egPTTOsc5JxxxpMPFZvNps49F4C33/cO5o8krF0b8fWvmxycq6/uZWoqYOnS5HELG8xm5YfKiFSQ9WWko4+TTY54fIU9d5UJQb1W8nkvu8Kmh6s5QNOdk9PdnzgKp/2dv99VvsH+LneDnJ1kwoQ1SXI2JQhyB1IIkIHwjqWQmg0SLr4rICjZfBNyNmMqFSR9GZEs7Nhj804scAolyAhUhk3MN8eWqwWQU5j0ekdQ61FexQoArX34mxKikIeRL4yNFZUrXQGJyrqcZhd+4/tpa5/8x1jJOqUGyTwUS+IMxrVJ3O5qQ+ZhMEYCu9BxDUFk2TAXrhbmoUeZhrFh46S++MUJiY67cnocMxIE5jr6+jIyZZgcgEAlPpfKgAZhHPamIKxoSjakR9i+iAD2HBg317lujZmXwhw51aqsWQcrCw357n7xmhGQCsFez2oah1dYtow8F6boeGNfD6TOmRT7gx17DRDkDrnP0XEATuSOq1sjRaYnTvH5I6m2wCDLBS9amWEgnEOtta1LhGJNZAFuzYToySwuFAl1/cy8Wluq8qKiiMxLphcTocyYWhUan4Olc5DjL8Mkx4+NZnQs05AsW9ZVB+jWTZEJ28qKn2NGEqwbt/+7N/LjqBwiAtSQdfgRfPfuEkIKarWU+1dJFLBZC2LL2mlMQuthh8csHFUgYJsF1KnGs6sO5IjUVoDeuJEsTglDu70Q2DVjr9ltFmg7tg6oK3tSIXPJaCMAYe8rNw9oz2JqoJEKJgs0rVK5pLvwkmyFnBzcxsgcIxwMwDrllFN4xjOe4X+azSZnnHFG12u7bbfttiduWWaKYf7N34zSbkue85wmP/nJaj75yQ0sWmSAw1/91SLOP3+UDRseuzN8++1l1qyJqNUUz3tec0763jruOJJly+hrbOHtJ/4MMGxOpyO84MArXjE5q+ra4zIFlXuMTHX7gLkTBfhjMDVNqjq1MdhFdbfpbM/0ELe0cGwXk7OLw9V2iYT079vuakvmVZQXBohsuJpLBA4CnSfwWofm4RRkpAhxORRmYqYyqPZkxsEWOcuS2pox3uENNVlHFpgcwch8zdS0mZ3sCOodU9vDhMy49w2wSqxz6R9bBSanGFYFkCiF1rIQPuWSmZXfIc40bM0EI7hQKk2SQJgJtiqY6ghG0QSFGiFG4teMwW86IftFsRmv1DA3IslBjmNyMrerHFpWSilSlaB0hVTBWiWpKOsUBxqtoFTKSFsRqmoeVLq/BhN5ew5XTDUhrGmiZs6WoAUyFLzqxWNkGxbghApSLYx6msYzOaqyDUGv99fNKBRuUMvkZGjUgGL1epNgHhTAh1sPPowxTU2B17Ab/PqE+cA64wHoJGd3PBCylyHtTr9jPopJ53EmPAtpnFmjRqZscno9tWtQCBO2pAwLRCD8NfX1KvQUCJXkuytFYK2N0leqTQimcdIzqwRnWAvXZ5ta41kqt148yJGF5iUQqJxpDAJEkDvy909IjlwEV90d8rpjksJs5DlOYIgjE4JYqDUUBshUo1LFuS+NSdYYAJSkMDSsqQQZ//yBNjd9U7BOC/bMTI2qVEEUacplRRhpcz8ITSOT3N+RLLM5QwjQUqNDQ9NF69fT7uxHKWojRBVCacalAEw6KX5jwgN1P26aWOWFaTMNqgCQcuRuQIRygyrzsXDfJ8VwPiU0GXkIpCrO7RzZbBLRL33pS+f2pL9H2y0hvdt2tU1NSd7xjgVcf71R/XrjG8d55zvHCAJ4wQuanHDCGi67bJjPf36A73+/l5/9rMbb3z7GX/zFxKMqkTkW5/nPb3TVptmpJiX1M85g6BOf4E2T/87lC09k48aQ979/hNtuqxCGema9G60Z+OIXyQYGqL/sZY/pNNG6iKARoEqKzp6PL1Rtt3XbDBU3+3cWSNYu6DOMzqOECXTl4RQAUA5ydg3K+aMAOde3JeegvBRrEOq8noy2yfK+wr3Z6a7VFEGkfcHFXKXLAKJITGNybIKzV3ArgWrinT6XY1F0OrSG136nl/c9r+lV06Q7RoOqmHArX+wQSLMOvsSu60MhXG26rLH7nAMJCBMa5+P7MdLTgfXAlIbB/gzZCHMHz4kHaJMH5BzcTEEl0sSNHJyZGi3deQTmWjXpwg6aPhCwKYPRFObNT6m3NDoGEZq8G93XYyiYgX7EmpwZsv40U01BpQ9KLboEFWQkUIcdiNyoiffeG8hVu7TGMwdBewuIFR6AmnEq3HCiCD1g4xaJGM2Lb3rFt8L4uvVRKtmxUoUWtHGSFbC9oL5mHFwHtc2CkBbp+HbRfu7iDKpSgQhINZTLRplL27o4U9qCIDuvwoJkalWEzEDAGafFxF8D4bKFdC5aAMoyOTlIVUpDJFBxgVVyDJPUCAvunUCC9gwDXkFMayAoSDC7yw8NuNQYdjVVgrEWvOy/evin57dztgtIK01KjR5CmQtU+PXp81AU+86f4O61I7Y2lGD/AzXloUlUfy/Kjr1jWTINfX0VtG7YPltwKwRtS7toDGAzADUArQnXraMhIiqdrchSBakyhEr9NP7fQyGnLc38VpWwjF25ptF1syGQKgPThNQmD84urkS5sXOiDCbXz6ElIQ2b6WTW252WX4SuhpevxaTnPlzt6VYH59Hs/PPP5/zzz2dycpKBgYHfd3d229PcHnoo4s1vXshDD5UolxUXX7yFM8/sVkDr6dH8/d9v46yzpnjve+fzm99UbE2aPi66aAuHHTa7w59luXT0i1+8c1XVplv9tNMY+sQnGP7pD3jLuzfwjx9Yxte+ZlicU05pMH9+96bB0OWXM/yxj6GFoH300aRLlz7qORyL09m38/g8213xoPwDtulaQF5u+lEsLeTk1AuFR3eHq82BBUHsK7ub3VtYbOX/tLa+iwU5wjpC1aomKGlCckf2u3dFuJwJt4mNBS83rg/J3M67hqCkWRgYJ0Y6Z9h+9hc2dFZpkFIQujA24Zxc835jSegTyd06S20o19aezCswuTeVyOWFwbzuQFJmE5CcQ+78JgXc/JuQOBVo6/CWK0YhKkldGJ/weSEuh8DlDFQCbQpAOiYncjU9yNXJtAE5PaUWGqt2F9jClRUYXGAd7gX1nJkBkxPlWAttrkNqWLxUs3BZSsmGlTlnev4CzZ4rjLOpAyvvWwgrdIpzlbvusicwDqPb8f551c2LAQTKZtNPNiWDA1aWGxt+aMdA5aON1lCtKOJUeGCiC3OkgQNO3ebnBmESzxcvTPnVejOAbv4dmIrJ2YAkM/VttK3bkmHDu+y6uzUOPcjpKPOcTzML4u2a3WtFZhXtLCjGuPJaZSQrlpNh1cVs6JNKNQSZV2lzV+vGzOcbuXA2m/+G1LlioQYdaKtOlpsOFXFm1pe04EVIQSMRTIuKpJn8wLdVfL2oPqikRI6NI5tNUFYdT0I41EQPK+4PTaOxMveiDGDffSNK26cgy/I8IpHfq079L9i4Hl2ropIEuX07zVRSCs0Xc0tqYrdJAly/OTDXpZS/bxGagaHMTr0isdchpKaTGQYUbXL7/LMCJ1CNf+44NtKxkLIgVuHA5ybLWGv0nDM5u2237ba5sZ/8pMbLX76Ehx4qsXBhyle/um4GwCnaAQfEfPWr67joos0MDGTcfXeZc89dwkc/mif6F+2mmyps2RIyMJBx4olzE6rmLD7gAOI990TGMa8Z+D+WLcsFWv7kT7oFB3q//W2GP/YxwOz29/3P/zxq+8G2gGhLhJaa9r7tRz3eWc9VV7Himc+k53vfe8yf+WMz9QQBYL1aYqyvwpoFfV1hbrs6XO2PAuRUKrnwQKqMI9nTr7yTFITah6lhK4nXaoqgrAll7mR88McV7wQ5kOB+NkxKkHnSdxBpJhK8Y6exAKUws4n1zip95ryInMkphpcVmZxmzTS4YWHiqWifWyJm+jSdFB+2pQVsSgSdLGcjlNCMbZfcvsnsUrtk5VBqs9NuHflMOUBo8jVcLklahvumAn+dYeQcT9HF5CilKCWZYWOkYQFaqSCsKuYvT20Ik+5yYqUNzUtSQWgltyVwyHMFexyquHdp4kGOBnr7BYMDZizb28bRwKIl2bT6I4Lmc57tJOHQdjLdv2CBmVsPQDvJgYZjfhTGQXVrCAwDUqkYwYlEiUJ9F+HDIYeGcljkCsBGMpd+DmSxffidVnmdGufNi5yZS5Xg/kZAOzOhV2FkPhtrU8yzHQv23TshqlgArM1cCuH6Yf+vFNnC0VyS2oYrKg30lj2bpjWMOFDq1qUbB5xz7gYLf4YkAIKsCyjNPyBmi73uyMqwy9CwYVIKzvtBzTIaAtHMpU2177nI++DvY4HotNEq72OjFqFVxnHPTHPgjwHkhx4aMLC9CU6XzLI22qrsKQ2y1QChyIaHUKn5cm7EgqgiDCMWCJoljbJqcZWaIrFqECsnXDE3o0InBDxzn3EyAXdtNfWTXBgiulAnSODDBf2XjB1TKYQvwmvuOzMeCgN8NyItu+seKLvtD8X2339/fvWrX7H//vs/Jdueq/49kXbncqx+n6Y1fPrTg/zVXy1kairgGc9o8Y1vrOWQQ2ZBKtNMSnjlK6e49trVnHHGFFkmuOKKYc45Zyn33VfqOva73zWqZqee2qBUmq21nWhCUD/9dACGvv9d3vrWcQD22CPmhBNywYHKzTez4O/+DoD2EUcA0P+//8uM4jrTzLE48R4xupY7EdFDD1G56SZEa6aoQbh2LQve8x6CiQl6vv/9J35tT3ObnmuzI9s2YHaKx/oqaCkYH6gST2N+dnW42h8FyNl339iDnMx5ataZXN+QlEo5kyNtYni1apz8yClgCWwehs5zYZyqEdDuOMfE/FQlrGsGBJFNVAcDoGS+u5pkwtTomW8c1P32N/10sf05yDHO3EYwVeKB0UUp++4X+x3/W9OA+Qd0WFHOd4+FgE5mAIlTTVsTS054dsK+++Q1dtJMcPtG6ZmcQCmkEPT0KNsf4cORZKBJVeEa+uE3Y4FPEA9LLoQv30kHQafdJshsAVZpgEQrEWQDGfVl1pmepswmrSOXpIYZc+ecCCSiLIjta64YY2+/pm9w0ABGbZz6Tf2ZD/vxgHN4yA2vB3XFcLXBeZl1SM1rBryYiRa2DpADMA53aAFnf6WXUqjIMgNg3erQWnuhC7DutAMBAnRJc+3KMMe/0olOaM/SaGDhEgMllIREw3ZhmJoxCyrD0IAFDSQC2okgTmF0fkZgVe50pjw74cCTFtLKk5tzdTKzto1Cl6CzLLKJ89oDEm0XmLDr2oFhp/4nwpyW1sCGkoKKCQX14zyoKNk5POGEDIXg8ANjyiWFFDAVi9yxT/NaPU6a2YEbN2zPelYHhEToDK0ylILqgKkvUN02ybGHdNBaWXEGnRfydVNhmRL3bBCBuT9K61aTLh4FGSCS1HxhtwVRLcAub5plha5pyr/5Db3ja4ntfXfBtVU7f9pvcHT6Q1pacOktFYQ0zJITOfBhbEJ7YO4EKtyzQ9qNGAe43SAbNUBsTldel2e3/eFYFEXMmzdvhmLdU6XtuerfE2l3Lsfq92X33FPiL/9yEf/2b/PQWvCKV0zypS+tnxHO9Wg2b57iox/dzMc/vpHBwYy77irz0pcu5TOfGSTLII7hmmtMjs/OLgD6SNY47TQAqjfcwNnPX8/HPraRT396o48CCVeuZOF55yGShPoLX8imy75GvN+zCDdtovaTnzxiu7IuKa02KK1YwDN64AGWnnkmS/70T9nzyCNZcvbZDH7iE4hmE5RiwbvfjWyYzbNo5cq5ueg/YNvWX0EDW4Z6HvNntveWWT3az3h/5RGP2R2uNgf23Oc2bUVwy2goZUKCtOZ9N9WISsaxSVVmnFjgla+cRAfagxxfc6bA9rjd60RoGi3DPLgwrXaouW0iyBWYwNficH6ei78/7c3m/JWqzb8oGc9NCOgdUJ7JaWBBGkAARRWu61VE1KtYAN7xQmgTNiNccrNxkk48MaZWg3JFE5a1VbXKHcei6pgLyfIMVZBL4aIFg4MZrWbOglRr5thGJni4I3Ehcu122y/qUGqe/9wOzSR33qZSQaNPFuoJkYOdABYuSr2kca2mEUGQ/HEOIAAAjxNJREFU91WY/IsjjgRpJY2xc5PZ8K2uSvIFtqEYhuWue95I5tkJgHP/pEGtBxuqloOj6bRZnAmikiZL87wPhAkDdAyBP5e9PoVGR5ofrCrEcknhmZxi3/baxzjK20uK1R1YY1m1yJQFIIrwdXQSBM1YQCBsbSDb9GSdTEtElnjWxdQu0uiqWb+JXTNOuS8dSrsYRc/G2NApArdO8MIY3gG360brBCEKVFTBNJr+AXPuap+hTwzRJgBl8/AtZJzFcfcKdRJUtYJuNVFRiWcdG7PX6SFKCoKt2w0YVopyTaGzjOnPWC/xLvAgVGmQSQxlIzeuenuZ/LM/4xnHtqAUAgoR2HFXit6rruI5+68lTslBrFtjdg6aeypSAYODZu3/aG3kj0uU8EptPqxU4J83buhalpGW0mMnw2baOntefEDtTpD/Q7JVq1bxxje+kVWrVj0l256r/j2RdudyrHa1rV4dcsEFCzjjjKXccEONMNT88z9v4aKLtlAuP/F2Tz+9wdVXr+HkkxskieBDH5rHn/3ZYv77v/uZmAiYPz/lmGOevHTzY7F4//2J99oLGcf0/vhHvPjFDfbe22xeiXabRW96E8H4OO3DDmPrP3+Mvuvn0fiz/yMb3pP+r3511jZFW9B3fR9CC5LRhMyGBBPHjL7znch2G1UuI9KUyh13MO+SS1j+ghew4G//lupNN6EtwopWrmTGF8IfuW3vr/Lw4kHa5ceR4CSEKQy6gxC33eFqc2TG0bfhZCqzeQ+K3l7D2MjQ8AEiMI5kT48BHpGrmUK3k2F2Ts1790eKTmzyClzS/VRVc189IIyEZXLs7n1hxB3IAQO4ELByUtI8uukd6izAFxkV1smH/HOOhQhD83lX8sf1tZPhGZs8tEcjEJQrEJVNzY5MwYMrQ5+7AlaZS+puJkcW8k2A4SFNmGoSWzOmt1/70KZGZj9v+y5VHvq3fK+UX6wy4TpCwsaOoDFilOEceBPCAMRaDxx4cMc6bdDbkyGiwCeKOwcwGA2QQWB2vJ2JghqYfz1/Py+aWJDOltDqzZ3DsALVmg0HCoU/n3COvT8XlCNFlsL314R+Bz7VoMNulTAPPOy1fv3r6/LCkbI79NAn/tlnhw+ttOPxjKMayFATRd1MTr1t15y/Rk24bcIwOaFV/rNvxaUSyeIEBYy1BdvTPK9KSm3n3+nx2TG14VcmFM+qern1LbVXA9Majj22xeBgNgMY2scdSRKTCRCBRCcpUpiQNQdGi8IWCOjrU37uivdmK1NktpbP0KBCK7N+BaA6JryxNJT5cLZ2vWHoeAfK7OaAKSOlUWmGGh2xohUaVSqDlCxYkqKrZcO6SMP61G64gfigg9jn8ID7txoQ/v/9/Vgu2GDz21SPQiGYN6zpiWOSyM6FduFq3UyOksKLF7gwtSs3V80OaGGtawekRH7PZ7tBzh+UTU1N8aMf/YipqZ1fs2RntD1X/Xsi7c7lWO0q27o14J//eYRTT13Ot7/dh9aCF794imuuWcOrXz25U/LhFyzI+PSnN3LRRZvp6VHcfHOVf/mX+QCcfnqdYFeVXymErPVefXXXW4NXXknpwQdJR0fZ+KlPUXloEKEFiIjmi/+N6vXXE2zc2N1eAn3X9xFMBqiqonFsHtI8fNlllO+8k2xwkNU/+hGrfvITNl98McmyZYSbNtH3rW8BsO3CC9FCENTryLGxub3+P0DTcxDu7HwXofSOD9xJ9scDcshFAXSmvLM1MGAH3Rba67rhpcmR8A6t24KXuitMxuz8avr6jPtn3lPEMdQqio71M9qVPNQNTD6Ff4iJQmNuBxkYr8KWTKIMXjAFQsEwDW4nHVPU0JlSbvdX+FyczIIsgcmPcY66SfY2TEhmk8BLJeO6u6wNL+Gsjdy2sg661tDbp9hWl9RtEa1AKx+uhpWHBkNNOianrgWlirZ5TA6kCJPj4pM6TL9cYUfngCol6OnNkGGY0zG2j8EeAUIIFg7GPjQO8Dk5Pklb58OdFgQZinPRGMrVstgvZulSZZmhAjIQ3WvA1Fwy83/AgallFzRNJUiWJijynBQhQITC3/CVSmFBye7wRn8d0qyv4ho66JCUww5vgoDjj08LxWY1403hhTS0dZYzKUm1IFuyyKwfx1q4cQTW1wWbYgP6MgVBMXQK4R1pd81dQNLeP1Lma0RjvmijaNqYuesCtLY1nkKJynLo6MQisFLJ2xemyACuumrCn9Pc14YByURANjJs1nogyOLYxxRn4xOIVou11ZSH6mNooDMxRRpIA6IkJBJ+Gwc8KMyOgQKyJYvY99kNL3ABBrRSLiHQLBqss2hJQrRqFVNnn40e7OP6B0MUmoP2n/Bj1+lRfvtKCc3QoEaiOOUU7Z/EqXs0icK8ixxYm3A1KFekiaor0DjaPofcepyNbdyZ9t///d+P+dg1a9bw85//fO46s9t22x+QTU1JPvrRIZ73vOV8+csDJIngxBObfPOba/jYxzazYkXy6I08DhPC5Op897trOPronLl5yUt2TaiaMxeyVrvhBqQFp9HKlQx96lMAbH3ve9G1UUoPm/AzLTTpvqeQHniGyc1xlkHfDX2EYyGqrJh83qQv5Fm55RYGbXtbPvABstFR0iVLmDr3XFZfcw1b//7vyYaGmHrJS5h47WtJFy0y/XgaMIJ/COZyTCXsEvbsjwbkOHaBkrD5B8bTHRw0zriUsNk6fUXzoTuFujFe3tU6hy6/od+xGBoQKZ2OoBZp6h3jME4MarRWZNqgnlR3s3q64Nj4XXbrOCshENoUzAQg0uhSnlcxb54mWWgfjO5agQcmJXGPQoR5u75CuoC99o15+bmZUdTSeWgNGCbHyefeuTVgfV16VS6wDmwEN28MmRgwZ5QyZ43MOWytFVu3Rgv4aj3MPy81LoFcyulhZToHl9KF30Bvr6IzMelD/1whV21rV4wsVQZQicLnbBuuXfOvVc+SDpTlY+R/gIGFGQcfnIsBFHMhnOPpTTlFrvy9HCD4QxACUpWwz76xf8Pnfgaa1YXz+Fo7Ulj2SvtwqiDEMwTHHJPZsDgzMPdvl4wutL20IgcbRnpJtUBUSnm4Gvk6VJhwvf32TT14cPPSN5AXm9VuLMADVSMhbZm7QHv1vx362TofJy0FQoi8LkzxXBZobVrSRqNptxtd42/+NQBc4qSfBZ3JKVNM17ZVeuB++q76tmelpMpIA+nPsTGEF70kMTlMWqOUuc7qnkl+PkBVFCIwmwWL//NT9OsJT8OreQOWBRW0eyL/mfq8xA+0EoKhIcOSySC/3tTeXGY8hWeA/Nq1Y16pmOstlu71WmxuLgrzOhf2yU9+kgMPPJB/+7d/m7Xq/MTEBFdffTV/+qd/yjOe8Qy2bds2d515nLZ9+3ae+cxncsQRR3DIIYfwmc985vfdpd32B2KbNgVcc00P3/lOLzfeWOW++0ps2yZ5LKWTOh3BZz87wMknL+eKK4ZpNiWHH97mS19ax+c/v+ExiQs8GVu2LOXLX17PBz+4mYsu2syRR+7aejLxfvsR7703IkmoXXcdaM3I+9+PSBKaJ55I49RTqdxd8eFn7YNNjk3ztH+l95tXg1I+RC3aFKFDzdRzp1DO/xgfZ8G73oVQiqmXvYzGi17U3YFymYm/+itW3nQTmz/6URCCZMUKAEq783J2iRVr8OyKkLU/ijo54BKWYfP8EvtY4QEhoL/fp46z4vgWrKl2OVidTPicAw86reNZdPg0gv5+W4xPC4JI0+lAT6TZ0hZQMZ8TUpucIIpKSrmTk+/aY6kTTWALSQoNA4PmQ1mPIrNqThrNuefGjI9rbqgJ5m/Xfpd9v4NSygtSZCsEqVEq8+Fqbud9/wNtO5pp4Wr4HeVGKuikmtAqrnkgEmhe+yedfEdZ4Atl+p1+04zfUa9iJN8++dEGOtL+ukVAQawgd+gUOQBMFfT2acYadYTstw6ucayTyQZhpeILYjonzwHSatU4tsJ61gIj2SsKc+msKHfsQglzx96h3e418IXPNCDTVHt8qnmeL0IOVjwDIVLCUn7muLC+pgJB6ECO75QmCkGXNM3pAMh9VNgVITQ/WxtxyXvbJI18LpycuCvWWQSkYFQBjzq6zcRECY0gRROXDcBfuDhly+rIh+H5+ZVWjQ6o7xEjb60hpc7lw7s6OC3Ez86tY0OFEKhAAoqREe2fggYU4sFnmqYFpiMH50pKAjv2SIFWZoMgC0wIG2FIvN+edNKYqoCg3SGWkrQUIEqGqVw8qgjDgGjNahp6yLNTxaGO944RmyroKEKXS8z74MWMv+755rj+GpumRIGltCFnnRaaIcAwOcPDhqkzP67QKZSEysPVcDlxyj4/zP1ZLsM3tpc4I0ycMKMBsQMpYiIqKDLO3bfIT37yE7797W9z2WWXceGFF9LT08Po6CiVSoXx8XE2btzIyMgIr33ta/nd737H6OjonPXl8VpfXx833HADtVqNRqPBIYccwtlnn828efN+313bbU8hUwoefDDillsq3HxzlVtuqbBmzexCB1Jqhocz5s3LGBkx/xZ/bzYFn/70EBs3Grdr771j3vnOMV7wgsacbkZMtyCAc875PYX4CUH9tNMYvvxyeq++Gl2pUPvpT9FRxNZ/+idER1J+0CQhtQ5ukc5PKT0cEbCI9MDXUvvR74jqJxI0A3SgmTppimyeleZvt1n45jcTrVlDsnQpW9/3vh32w1myxx7wi18Q7mZydokVfRaz+T23i/+PBuR4lTIKbIWAgQFTH0OGmv33j3lobbXrc3EG2ooRfPE/oP3z3Pl2jl4YQicxDIPWAZmGMNR0OoJKoJnqCPoq+Tk9U0IerqYxDl6RyVFJwoLFGfPrivommK/zaynm5HQ5X3ZGXUhZqWw8oIwcmGmtfRiQlprDj8zDqIp5FV15PJY9eOlLOzz4WXDFf4JAc8H5bX71M9ufwKmr2b9tro7Qmswm+dXaDdCaE56ZsmoyNn6sMPK/RXZLSMfk5ICimcK8AUEa5J6nY3uSRpMq81BBkaEw1xmEZhdr623Q28pDAVK/FroH0uX7YMdLSpmzQYV59LvlQrNiuUathVNPq3P7nVVAeBlioEsQAWBL4RxmPVgLCsiwACi01CxalCKGBb+5p5IXjrUAIU1ThCx3rTERmJHIw5hMTpWUmtGFKeu3hQUKCfbYMyFeHvPrX5XyWkeh+UwQ5JsFbuy3hlDrV2jpcnIskyPJQ+2K40phPPxbFmhKM15ZWALafO97Mc3vWxDb34eq0wVI3dT5dS0gkw6+GxEK2WlDEpNJIxeu+vtI9lvE+ocm2TuFsNUhC2wNJuFCGhV/+adtpn5TRweSUjnNO1vsuwAhBeNvfhOV235H6zkH2jHXXHNviTee0fRsIRIqv70D9ELTdyk4+TkZbBN+TUlhQTcY5s2eUxVq8CDN8qiUNZsmhA0HdXOrycJ8zXiBkDm0M888kzPPPJOtW7fys5/9jFWrVtFqtRgZGeHII4/kyCOPRDr5pKeQBUFArWYKlnU6HcPuPwUSjxcuXMiFF17IwoULn5Jtz1X/nki7c9GXTgfuvLPMLbdUufnmCrfeWmF8vDtpRUrjK/T3K7ZuDRgbCxgfD1BKsHVryNatIffe+8jnWLQo4e1vH+ess6Z8GYini8m6pPxAmXBzSOtIA1KmW+P00xm+/HJqP/0p5TvvBGD8TW8iWbGC6u0VRCZI56WkoyZkvHFMk/4f99M59g1UNmQQBGR9GfUT62SD9ltTKRa8611Ub7mFrK+PDZ/+NKqv7zH1OdljD2C3wtouM5u/61JKp2967mx7mt1ij2xKY2tfmG1fbZ2BU07p0Lwl9DKGRfUzgFjlDlD/ALQLymrO8ejpUUzVDZMzbs8VRiYEjvmKuzcHHD2Q2fCr3LE1Tkj3F2sR5EgBYZQShhl1Qnrs66r7yO69WglbUgEjKWKj3bG3i8o55WmakqXKFEitKqgZJkppYcO8TIt5LoxmdFFGNREsWqRZWzNtupyTIhkgpPCFR4uQXWjIbFhOPBACsVdRKF5zNs3PCEU329DIBHsNCOp1ciZBQCp92cQ8ZwS3yy+6lM2izIQZlUraO85OMS/vcN5GlmUEUWAltOGLY/DMHnyYnB/6wOQMORllLXSeiG/npni9I4d2PFgESKxKQBYY6XK3Ft0wxllSGGgDCov9bLfbaFEzYN4lpItpP+Tguqcv8+p7nje24NiDXm0cf40NmyxsEAgJ63pCVvSlKAFjaCrCAQwD/psZUNz4nDbHoYAUKLnzSrjs3yZR10Xm2gdN+IYaHkJPuvVMl2n3P6FR0qxhk2cnCFetYuTyy8jedSE6rBiA31ejs7QPvUogmi3i/h67ZoyAhxSaIAQ5NUkYKfbaOya1fe8CaFZcAQGdww7FXIlxgsolZTZP2k20GoYQgk0b/OwroTn+WMVvf6iIEwnSiC24MDMpcnW129OIF5TN3G8LBEOWyQkC/HMLbcL8hF9jhVC3XWAjIyOcddZZO629G264gQ9/+MPccsstbNiwgW984xsz2r/iiiv48Ic/zMaNGzn88MO57LLLOOaYYx7zObZv385JJ53E/fffz4c//GFGRkZ2Wv+fqI2MjPCXf/mXT9m256p/T6TdndGXyUnJb35T4eabzc8dd5TpdLpvmkpFcfjhHY4+usVRR7U54og2fX3dX1RJAuPjAVu3Bmzblv/rfrZuDWk0BC98YYNXv3qScvn3D6h3mimI1kWUHyhT2pDvmMmfSyZePNH9/Afiffcl3ntvSg8+SLhpE8myZWx/85sRsaB8X87i+BDeRSnJvHGibUNAQHjfNcRHbiMbNPk9otNh+MMfpveaa9BRxMZPfpJkv/0ec/d3h6vtetM2xGZX1MqZM5Bz0UUXcdVVV3HbbbdRKpXYvn37XJ3qMZkLdREAWtPZpwM/7uGAAxJuvTUsqBRNe3g5NsM6dV5mFnChXD09igMOShke1oxhfPcw0lQqGrl3xr2bA47eL8vDnQogB8jD1UQe2mRe0p5BmULSsd5uMaRrBtMXmGr3bVdDxjpvxfCiLMvI0pRGEBDvESMGTSO+9ojrn792u2OcmnymPfdOWb224pkcACTc1QzZZzj24WFa5mFfhskx1/ncExtA1K2uYccgUwIdaD4/FnFqObN1cnKmqak0vb2BBTnaj5sqxIW50CkfokX+NxpCO8elqFC7ZlryiOzevGN8YhxNBSE1zcCdV3clhatyQEfIbseyAJ4cm+Ku+uij2+jf5nryLuPFiQU4NsT1Swnl5cFdPpgWyrYriOOYLMvQmNypnh6N7JcwSTfI0bbdwIRjFrurZZ6v5qTHhYRar6I5mHWFDprxzcUL1gvNPg4QCY0I4McrI044oLCbZ5kkZ5EwYXoRmlQINkcRJx2W8JsfReg0heEEnSnU8CDi4RzUAr44qRdqkIIklLRroQ1/FJSabba+5CVUHn6QsLcfNXwwA/2Kkw9rs+ELNdTWMeJ5/TihjDA01xRP1hH1KVyNKj8+xUURCMMQlTS6sJaDwKjs7bNnTLh6NVovQWaJYd7cDW4nUoeaVi0gFBmBZV+kBccmTFIQhMJlaZIEcHW7xAufk7J5c0FMg3yOtZ2jXSReMyfWaDQ4/PDDef3rX8/ZZ5894/2vfvWrXHDBBVx55ZUce+yxXHrppZx66qnce++9LFiwAIAjjjiCdJYigtdeey2LFy9mcHCQ22+/nU2bNnH22Wdzzjnn/N5D6iYmJvj5z3/Os571LAYGBp5ybc9V/55Iu0+mL9de28Nllw1xzz2lPLza2tBQxjOfaQDNM5/Z5qCDOo9aLDOKjLjKggV/XGqG0ZqInpt7kK38WyReFBNMBgSNgNpvajSPaXZ/yKqsDV92GQBb3/c+dKVC5c4yMpGkAynJkm7hhfpzoPdn26n+6L/o/Z9/pO/L0Pd/zyIYH6d0330Ie59v/tCHaB933OO6hi4mxz5z/fXdfz/B1q20jz/+cbW523ZsTvV1V4CcOdvni+OYc889l/POO2+uTvG4rBhq5HIsENBqtRg4LKXS6xJkuh2ZxJf2EASFMCKfayCgp1fTbBWcXQ1hBD09RjVL502Y+P6Cs+lU0VzCsIdaUvtwJCFMyMo1DePRFOk9dzv6UAupTdKzu74y/jPtwe4HsBJAaD57yCGFKvYyHzMhbK2NQt+yEqwtGRQgpYEQQsKWVCLK02rPWKZnZKKFkibBe589O8ST9a7wEBdy5D670bINbkfbOd5JoAmCfNk6tkOpfAx0YF7016OnjZlVpdPgWSfz2bw/0xmDdto2IFOYwq1FAOVDwyRGBKywm44kl2GU0xgyQPUpI5UJqGIukjD9OfSwDuVqPrd52Nk0Jse97j4rNT+6apLwgBBf/Jb8/MIem2TkbdjX3LUtW54D6iCEZDDNQbA9pwwFMsiLU7oxEaFga1nxwwdn7qOowjhHQpNixA201LSsnDJCIKemEJ3YxO3OG56hFtYlIa0tiBQG6PhbYI89aZ70HPRNvyDYtBHV24sMsEqIoCcn0GjCW29Ga8WZp7cYFNtRcYycmvJKMHnf8791aNaa6lM+8RUM8ChHmuH+hIH/+KLpZxIjdApaI8fHWbVmDQgDpqUUPFAK0UG+Zosy6GGojRS0MABKCDj++MwqQWr3H7WlsPTgZFp9pV2DdIaGhhgeHp7xM2/ePJYsWcJJJ53E5z//+cfc3mmnncYHPvABXvayl836/iWXXMIb3vAGXve613HQQQdx5ZVXUqvV+NznPuePue222/jd734342fx4sVdbY2OjnL44Yfz05/+9BH70+l0mJyc7PqZC1uzZg1ve9vbWLNmzVOy7bnq3xNp94n25b/+q5/zzx/l7rvLaC3YY4+Yl798kn/9181ce+1qbrppJZ/85Cb+6q8mOOKIRwc4f6wWbgrp/XkvsiVRZUXroBbbz9xO/eQ6jeOMMEzlgQrhxpnfAVPnnEM6MsLkOefQPPlkyKByj9nwax/UnrF5q6uaqRcoNv9/5zD+1reipaT2859TvusuRJqSDQ+z5f3vp37mmY/7OtLly9FCIBsNgqKMtNYsft3rWPya1xA99NDjbne3PbK5/Gy5C76e5ozJef/73w/AF77whbk6xeOyXFaZAl2iybKMfQ5NaTSMkpIPgbKWaEHok5+7K407MFCpKN75t2a3wjlcYUnT368905GrHWnveCghuP76vEJvl1knTVs1LSk1mVVe6oq197v69s8AkkD6FJOJXo0INQ0t6B1Ii81701rzwQ/FfONCQVhw7l1+jJMzdscSQFuaMDDHeDjnW0ozjjrLQOb9CFNlmBwMM6SyBNFV9MeOiTbAJrDOelBQXNNAFmlarVb+MZH30Qk6dJZ3CHX+noMvuuDw6UKbSmfdYWWFtp2pHsWaxMhcR1YswfXa98MGmHomxAJXX+fGgceCk58sTqjcax7uyrFHheuSJW0YP5F/3jOLAtODYtic0GgkW6TM471d3wrgGqEh0HQyQbmQ+qfL2khxSmw+kfDXEkamsbWDCtbY/jlQVABoIMhKgiDRJGlR/ws6nTZK59XtIgGxUmitWK8D+grrT0xNIRp1QKOGBu0mmy7Mi8DnLRXG198bUqNLZbRQTJz7Cmo3/MKCuPz+7yyYz/All7Bu7TMQ95WIhjuki5ab9jqxAaj+XtNdipeeaZtmQijKvRHR6tVEq1ailoHstFGLhmBzxuBnPsPUqpcCeyKEJgwl1UqCrMMtWyNO3bttREJse2EIUaRIkR7kaG1YJyn9EoAqVAZMfx6MQ4ZKyS5LaH7f+97HRRddxGmnneZDxm666SauueYazj//fB5++GHOO+880jTlDW94w5M6VxzH3HLLLVx44YX+NSklz3/+87nxxhsfUxubNm2iVqvR19fHxMQEN9xwww435C6++GL/nbbb/jBNa/jkJwe55BIjLvGnfzrBW94y/kfHvuwMkxOS3ht6EUrQWd6hcXzDCDRZS0dT2vu2qdxfoedXPUycPtEVtpYuWcKqX/7S+2LR+gjZkaiqIt5jBwpzYcj4299O87nPpfrzn5PsvTedQw81MtBP8GGny2XSxYuJ1q0jWrmSzIqPRA8+SGhr81R+/WuSvfaa9fOVX/6SaN06ps4++wn34Y/N8oKgc49ynlI5OZ1Oh04nlzTcmbtlWXGH3VMr5h+llGcBpju3afFYt5NeXMf2+HnzXW2ZPCdnwDocYWHnv1TWVKsO5Oi8mrGEdDgtOKs+ogUhDOOTWEl7s4NtjrzkwSovXRwXmBx7EdYpDiSkZeh4cFZw9N01pilChoY+lIK4KgjIVc1cWw4kiEAXwmScXK9RbJNYqW2rBuUccC0hsQUoiwII3eMofJhWFGifgF/MJxofSRgbMwPhGQ9hAFfabNPcNo6qauq6ZPpmz19kT5JQ8rNNIfssMSpvLuek6/kkczDqx8uyGj09Gpp2zroy0TUqUuiSBQ0CW8CzMDfTrrsIvDKLmlyehRaQLE1oWxDYXJ7QY5kXA0BUrkxm2whCA6q2lYvycG588ePpWMKOj5m075UV2WDm74P5Cwww3hBoBuw6zsMEtWFxpEGmowtTglDz800BBx+VUAnVrLKqRVYtEpAoc19tk5JBmQNT0pRgu5Fm1lGA0nlRTHdZpX7QmauvZNenCysV4CBWtngRrSOPhFvzedYI6osXIJ/xDNKJBfQ89CDxUJ1g4TI7QJrtCnoH8osohoCpQNOZpVhaEEC5DDJLGHvXu1A3BehaheYpz0X/X5nq9TdRnTwMoU9i8cKURYvhpBPa3HW5Zl1T4lk6Oy9hqDnwwJhbHwwJAm03EpQPrfOPJJF/poWYoZw3l/azn/2MD3zgA7z5zW/uev1Tn/oU1157LV//+tc57LDD+PjHP/6kQc7WrVvJsmxGaNno6Cj33HPPY2pj1apVvPGNb/SCA29961s59NBDH/H4Cy+8kAsuuMD/PTk5ybJly57YBey2XW5awwc/OI//9/8GATj//DH+5m/Gd/ukT8BEy0g4y0SSjCQzAI6z5hFNovWRCVu7vUbzmc1ZGjMTUH7YOEKdFZ3HFF/UOfxwOocf/mQuo8uSPfbwIKd91FEAVG6+2b9fue02pl75ypkf1JqFb32rCZu7/362/d3f7QY6j8HWz+81eaO7YKieUrI3F198MQMDA/5nZ36JZAVHLwkco2DeazQaueM5bdATTV5pfNqu9fSkcqOOplFaEEaGyQH481fnTvTQsGLf/cxORWZPppRCo8nm5XVIsCAi3iM2jk6kSVMDXoqqbFPWwVGWxRBhDsIEJhzGyPw63mHmZU5NTYEw8tSlMqhQkw6nRmrYOYQuh0Br2vMyHxLjAaIDL1lCZguQmtdy1qpVyaVtXVvO3G/r6+bCA2mYBugONXz+y/LiZU5UwQEtLaCxdgMIQRZKw08EwofzuIue7Cvzw3UhY3t2qCezFWQtONoFc/kpr3rVpL0mWNuT5cnfQhPvEZMsL9RUKTITXpBgWtv2j42BppMW1pkHJvZz5QLAFpCkian3UgDeRxzZBqF59avbgOjK93Km3PoRJien60HjfpearYMhxx5tCo0O7h1T61F+bDJlavJIma+xpctSwhA+c1eFBaMpy5YnpGn3uaf3xY2HwAhBSM/2AUlCuG4t2g6wWwduvhSaBW/K5c+LjItnvtyNJwQT+6zI2Sf7Vrsc0Tz5ZNonHEfzjNNRjQZ0OmbEtSYGdCV/NhQBmirDWGl2kNPbC2pokPZRzzCFWHtqdswFWy66iPglL0SkGeWyZng4RWtlGMwAu0Gg/LyEofaFW4OQLibHAWhJ8XlkgJAL99wV9v3vf5/nP//5M14/5ZRT+P73vw/A6aefzkNPkbCPY445httuu43bb7+dO+64gze96U07PL5cLtPf38+XvvQljjvuOE455ZRd1NPd9mQtTeHCC+d7gPOe92zlHe/YDXAeycJNIcH2WVAL/397Zx4mRXXu/++p6m169n0YGPZ9HxERcUHFBQ2CuTEmGhVjMHqHxARNAvc+wZjoD5MYoiguMRqNMWo0LuS6BxR3BWGMyKIoyD5sw8x0z/RSVef3Ry1d1V3d0z10T/fMvJ/nGeiuPnXqrVPV1ec97wZAUotwin4RcoEM3+k+WwUHAOAE/NM0t7XPPXA02a+psyCDc59q5gkNyWydoHjoyQfMBUHzPv7YeO1pbLTdTzx4EGJzMwCg5M9/Rsl992VMxt6EIgial0Tmv4QpKTmLFy8GYyzhX7IraXYsWbIELS0txl86/X6DYQanFp8SdCR/2oarEGNGSmN95d+SkUrD6VYtHU6XgpISdZt5Emp+rWiTlYMHD0LWlrzNSo4AdYLFBHXyo8fQ6sUkAdXCw5mmqGj7qTKqK9uiQ6uyHp09DNaUqYLAUFDAIWpV6cE1dzV9kq7JHQqFEC5SNEuO1odpgikH2zX3MqvFSy+4qDDVVMmZ1aKhK44fHnCokz1HZJuuLMUYNpmq3jAWSRGuFx2FcX244a6mXyoOdcLsq5LQIekFNtUPt2l1iAzl0DxiHBAcutKo/j9qdEidQws27cG0GkvqB+PP8WnbY88DAGQnw64WIaLcmO8vk3LDGTeUYOMz7XNJy8BmWAg5N7Lg6fLJiChSQRkWF0rzcSQHMybOxYNCELWMQLobHhMA0amOHxMjCi3nWqyJqBe3tA6MWalSdRA1K5jHA/SvE5BfUwnOGdixY3AcPGRoJUzUkxzocqjakaRIFiVWURTIihY9Y7rHJIdoaRcZ34jS5zv/fLj+8x+ERKaOXdR3xowgcC0mzYrLpeCaawCer6ajV7S7Ti86Gxo1Ct/+oXZtwHHsQJMqJ1cgCgogS6qSo3VdVgbDIsqYakW1uqtxzerLjQWHiRMVLXYsVr5MUFZWhn/9618x2//1r3+hrKwMgLqYVJhkWtdEVFRUQBRFNDU1WbY3NTVlJPWymYaGBmzevBnr1q3LSP8ejwdjx46Fx+PpvHEW+s6UfF3pN5l9gkGGH/+4Gs88UwRB4Pjtbw/i+99vSYfIvRLnXieKVheh+KViFL1YBM8mD4TWyKpQwfsFcBxxQHEpaJvZFlkAioNUIyEwTHXJz/8wX09AacG1ywWmMEilUiQldDdjl0babMlxbt8OQZ9jmdBjdbgWXF2+fDnKfvtbI3MskX1Scle78cYbMX/+/IRthsbxW0wGt9sNt9vdecMuEAgC7hK1Fo0eG8JsdB0j5kZDTR0bcYMpr5SMCSMTuRFvoSYKELTVegaHE1iwIIRgEAiHw+Da6jn3coTz1JV+NTtUlEuUIQiHoAnicwGyEwhLzNhPF1F0WPeXnRz7wTBQa+Byqau5nzEBwxDZUZt2qcfkNumTlUgsDARg3IQgdr4voqOjA6LoNibFXJuoCSIHZBlyRzC2ngy0QDNdudG3BYLGHaifxaihQQAcDpFHijBG9WWMFeeQZQl6MVDOEEkfDDVjGmOmuj0MFoUHUJ9FogBwbbLf4gEqAUsMS+R4sE4aNZmMgHvzhNrJoJ6ySZGsiVJkATDOjEm7KHIoMkNpqYxjTLRYmDQ923hfVi6hOSDgSJ6MElM60uDwIPAWjMxcTJPZPLlXNyngAkdAUuvHGKdqOWZkDOSKiOyCAIShK9OagicAocEhQFTHlOlB8YhVaswwYyvHyJEyLrgAABxqdrD8fPguugj8CbWh28Mt30/dSKNeVxb5noqqMsHlsO1KkXn/iFyqEqKUlsKx4ysUvrIK/nPPBfZbJTa7qwk2iq2OwwGgMB9gHaqVVpEtirDTrWqpCgBvRxhyXp6m3OuFTCPf8+9+N4yWNwBRywQiimZLjvYVZRErE2NARRVHwSEZrd20MPrLX/4S119/Pd544w0jJmfdunV46aWXcP/99wMAXn/9dZxxxhnHfSyXy4UpU6Zg9erVRlppRVGwevVqLFy48Lj7T8TKlSuxcuVKY1Eq3QwfPhyrVq3K2b4zJV9X+u1sH5+P4frra/D++144nRwrVhzAOefYuEwRBq6dkSwLjhYHHP9xwPsfL6RSCUq+AtceF7jA4TvdB6UouYl8R30HnPudEH0i8j7NQ0d9h/WYO9RjhgZnx4oDxCo5YlMTnLt3gwsC5PJyOA4dgvuTT9Bx6qmW/VyaktN+6qkInHACyv/wB5Q++CCcu3ahacUKzTRPZJOULDmVlZUYPXp0wj9XjqYiCQQZPHlRBd9sVzk5zDYDGZE4EVEEqqtl6AHIEyYFjTmhUcxTm0gLoqpg6ApExKYAY+L4bosjbgE6SQTC2tXpcAJwA5KsToitlhzrLEtwAG1MMKwLJ0wKY/zYsFoUMs6EDIgoEhYlRN8OwDk4bGzXV/71ib35FAQoUBRgcF1IneBrK9C6YqkosuGLKbWYVka0vitr1L4FkwWkTQGUAiVmgsy5AkWbPKqKDINgmoUqPKIodSgc3Bmx5+juTWph1Yi1J+K2GLsKrteMMeS1TLa54TJoOSc7Zcl0vpxxo2KzKHIs+pcXQ4fKhvJkHhvzhHroSNViI7m4xSXO6joQUV5UpU09H5lHLDkBWT1XI85FiCj0DDwmIYMuh27NErRaLTsEh3FsWWYRJZFFKTbM6ua5vV0wvl+zz9fc/GQFCmdQhg5HcUCGWVliUePONaWWc0B2sMg4Ma1FtL+WWfE0DWgkox3QctoMyOXlCI0YYb12LKpODrO35HDOLb9tehrqGBdIJqhJKLS4EJEBgpYu2rAWC5F7Uq8E5XCo95poivdi3KRMaudYWS51m0vOggULsHbtWuTn5+PZZ5/Fs88+C6/Xi7Vr1xq1TG688UY89dRTSfXn8/nQ2NiIRs1NZMeOHWhsbMSuXbsAAIsWLcKDDz6IRx99FFu2bMH1118Pv9+Pq6++OiPnp5NpSw6RHpqbBVx5ZS3ef9+L/HwFDz+8nxSczpAB1151/tY2sw2+aT6Ea8LgjMPR7IBrj/qZ/2Q/pCobk0wcuIujfao69p6tHoim4qpCmwDnYSc442o8TpawuKtxblhxQqNHo0NLSW3nsubcsUPdf8gQHLv+ejT94Q/gTicKXn0V3jff7A7RiU7IWEzOrl27jB8lWZaNHyyfz9f5zhkgEGTweGFRYGwn/VGWnE1tgrFcGgwFLJMV1UUH2oqsYlT2jk51y0yTHMuhxPiWnINe4GvNs0MQ1LTFkqx2cEARjL4cUZYco0CgvgIvMigig8PBLWmRmelYnKuxEIxpk2LG4Z/uV9MhQ50cm83IbjdHdbXmhMM5wmKkCKHAgKoqjopyCXu0iTCD6oNpHFhXoswDYn4pAA4RRkyOn6tKTvT1iqTKVeOgOAOckimQyDTJPqpwyKWaNUKbFDMGhKXIuJitBHZF2jlnhtJkVmD0NMsKNyk5LDJJjUlgYB58J9A+Rf0BcDiAH9+OSGpgkwvZVwEB5rpAwWFBMHBbOcGi7ytu+aYbSjKLxOToQ6vkR1KpG7Kau2YwFEB/gQB/nhqTdCQQmUDo7nHme80kmmXDPw45IMtMG0dVZkWRDXdGZqpftE9QkzqYlRzj3EzKk56cQFWyrQNkPb71WaDfw62jR8A3ezbCdXU2Sk5kQyJLzne/G/luGqUXohdVGCCHJCjHWgFNyYGgJnJgUQuAXEt7zpia/rqjo0MtXKp/7wDIXInUhWGqYhv9fMgkM2bMwBNPPIENGzZgw4YNeOKJJ3DKKad0qa/169ejvr4e9fX1AFSlpr6+HkuXLgUAXHrppbjjjjuwdOlSTJ48GY2NjXjllVeyXufmePnss88wZswYfKZVgs+1vjMlX1f6jbfP/v0ivvOd/vjPfzwoLZXx2GP7MH16R5xeCB3nASeYxKDkKQj3CyM0LIS2s9pw7OJj8E/1I1QbUv/vgsUl3D+MUF0IjDPVbU37mdEtR1K1BJ7Xfc+qGPnq6iJppA8ehEeLx+k48UQEJ08GALhtlBzXl18CAEKaB5Nv7ly0XnIJAMD71luZF5zolIxlV1u6dCkeffRR473+Y/XGG29g5syZmTpsXNoDDHn5HMz8rEtilfOgpFpPgsEAmo+1oZi5IrENJZHVDIWrSg5nMlymiZhxHBslxxlVCRgwxY5YlCQOp0OtqgwAezmDnpLBqcfQaKhxAjAsOYqguuc5nVEuadx8NK29QzAqlMplkeKlZhcmAPB6OU6aJuGjN5zgnEMSmDHZEkXg299S0HEY8GnKndmSY1iLwIw0gqrg5tX1SOptAJh5pt8yNhGhYYyrwoGQU4Q3EI5qpMekWLZAgar86SmS9fgdY2JuqmekYy3CGtEMdMtda1trTBCmnUtkjHVDQxQj18jiNsmAfza78eOoe4rrihailBHz9TL1p3fItRgYMOD/vnTh5PFho114QNiQ25quOdK5ruSba+QoSuS7EJnUR8bHIltUDRhFUZVjDqDjSDOc+V7NnqoWW9VjbwICR4HJIqW7q33JFYwCEBoesp4/oCk5JtciBsP6Yh6z2loJDpMir/+wFRRarXPJuqsVFgLN2vEUXYGOvqc4h/OLz8HqhgCcwwG16O4JU9qwF3lo1ZV0zuEJS8Y9euWVITQ3hzB9uqI+a/zq+MlchizrSUE4nA6O8eMC6K7pnSzLeP7557FlyxYAwLhx43DRRRdB7ILLxsyZM+NauXUWLlyYcfe0aDLtrsY5V92bM5BaNR19Z0q+rvRrt8/OnU5cdVU/7N3rRHW1hEcf3Yfhw6N/Ewg7nHu04P8BIctzins4giOCCI44PkuLf4ofjgMOOI464P7CjeDIYCSr2pDsWXEAAG43QiNGwP3556i66SaIR44AAAJTpkDSEmB5GhtNP24qhiXHFKbRfvrpKP773+FNUHeL6D4yZsl55JFHjPSc5r9sKDgA8MqXDrjzrS5IpWU2P1RREzvO1QmggsiisD5Zkaoj7iC6JYcDqKqRtMm31aIQjSjymIe6/k4QrBNepym7Wkwfpve6khPdbv78YEQW41z1c+RgIgOD6ponDVGnRYrCEZYiDzxmam+44enX1jhVzUVNAM49M1IDqDU/Emulu6vZpQ/U3eBEkRsKQ543YtGwttVlUmWQRQEhZ2RCpbuR6a5oeh8c6iRfUaKsbibFIjo2C4h2V4tYVRTOMHaszUOaAUy0c1ez/yFX69qo56JAhsLV+/OIEInb4S6uZlnTZLS1OGnXRT9stEXpw2Oi5orG0WFzT+l9mP83Sw+oSlAw2IFQqB2MqZnRdBQF4KUKpDIJRcWxfttB0wGdTkDS0mLLsgw5GNJGSFfITDvq18S0rbW1FbPmtanb9Rgupqd651Cc0VpnRPE0X4XSUkVNDR7FoMGmCVKUcsqYEmOlA9SxD7W2RX3XYlOSS6vfgXP7djBZBudqIkCnGxDKJDUVuXn3PNmwQun35ahRsvqcQKz1WGCAQ1a6zV1t+/btGDNmDK688krDXe173/sexo0bhy+11c7eALmr5S6bN7tw6aW12LvXicGDQ/jHP/aSgpMsCgx3tFBdZmJjuJejY7I6t/B+4oVztxqnw0WuKlZZ5tCyZVDy8+F9/324P/8cABA48UQER4+G4nJBPHbMkn2NBQJw7N0LAAgPG2Zs7zj5ZHCHA85du+AwtSeyQ8aUnFxjxZ8OwOmUEQpHHnoDB8U+ABXOoSgR5Sfi7qHHiUQmSeaVdkWzv0aqwUf6ZDbb1L5j3dV0BCGy4jx5chj9B8jqZBCIqoZu7Vd3V9MnRJH6P1ZLDo+aFKmr84p6btr5yYqmbJgtA4aAgMsULyCIkXECA3hJGIMq2yKr7mZLjsDg87os7moRiweDwDhmnByCSw+ojztR044FbqywK+a2+kq4qQ99XERRtSCY45u0HjV5ojNrabEsWvpx82RbjrJcGOcZZbWwHCOO0ms4YZlMBvuloJHVTclXIq6DLDLuMo/cs4ypmawiB7HWdwpr2cTkEtmUKdAqS5uLo52FbJ4QzGTdU8CYet9fdlmr0UJRoKYydwCP/c0XM9n/NBAxIDudXK1hxbiWITBiZVGV50gx0cIiBW43N+4VNXGHgoICbrnXdVc5JnAE3bHm0si9FhljritGsadrIVlLjhKOZHzTazSxqMWHcP/+CA4dAhZUXQ9FAJdfGoi4D2r/c86Bat0eY/e8UAvGWhRTe901Y/z4xz/GsGHDsHv3bsNdbdeuXRgyZAh+/OMfd6MkRF9k/XoPLr+8FkeOODBmTBBPPrkP/fsnHzfS13EccqjFOF1KSvE2qRIcHkS4IgwmMRS8VwBAU6psvFq6m+CkSdj/4INQtGx94bo6yNXVgMuF4PjxAAD3xo1Ge+fOnWCcQy4qgqxlkAQAXlCAwAknAABZc3KAPqPkFBfLCMthRPvhR8OhWBQPUYS6os70ia9NJjKodUOampq0ia2pP676z+vZm8zYWXLMx9WpqFAncuGwNsE29eNw2FtyQuGQGkOk0dHRYWudMPYTmRoTYXLDCoUY8gsUQ1Exr8lzD0eJlj7SEmel7S9XypA7ArGWABZpZ3ZXM1tawIDhQ2RVqTQfM9qSI0SUN1nR25g1N+jeb1Huatp1VRhkRbOsMFN7o2/r8dS6QfokPDJO8ZQWvZ8YSw6znLGB2V3NvPKvWrbs97E9rmYVsdymQmR/tRYLh1QtmSxS1r4FEUBHRwLZOaqqJFRoWdccJsdXxRQWJcthsCi5Hc7Ie6cTkGUYVkG9qa7uKYwZstXWSsjP5xikLU6YPQeM/bXXTAAUKYyAObkF9PPU7mdzDJVJube2t5y9RcnxejnKy+2/v6osJiWdxX7/OQPk8nIIgaBqyVHUFO6SKEDwtViSYZjEtn1mGBkNtcNxI6Yr/W5Pdqxduxa/+93vjHTRAFBeXo7bb78da9eu7RYZuoOVK1di7NixmDp1arZFITTWr6/C/Pn90NYmYurUDvz97/uM5xKRHK7dqhUnPCCc2VkhA9pPalfnUdqKZNZd1UwETjoJB+69F1JVFVq/8x1je1BXWt57z9imp48ODx0aM1loP/10tT3F5WSdPqPkAPar7bZtTDgcXLXSMKurkj6xlWUZilcxopti4nH049isrDqdsRMW3U0nepXYIXLDrSdayTEjilzLumSd+IVCIVgct3hkwq6ftx6wrUsaCjF48xXDZSdaudvRom6QZVkN+jaNi8/rsigNkf0ix5RNma+aTK59enyGrrBE6qJEdaVfT2ay5JizaekZ4Ex7G/Ekglp3qH5KACNGhSKyarsLAhCKkj0kMRglGbS+Q7UhBI3cvVbZdMU2xqUpjkKkF3fUa51E3AS5rdWAMUQUQUtqa9NrWdESX0Tuy+gQiS8VIUYmJpisklEwTZEfNEhCTY39ZEKXNRgKxMTkmI/vcKgJNaKtKxyqNUsxWQB1WfILTVZTU79m2QWRw+OWIIdi3SAMt0vTPlKVBKUw1rUuGnOLigoFU6fau1kY2c40S874CcEYRVJhDOF+NRACAYBzONpaIQgcHW4HPO+/Byhy5H6MTvOOiKsooNa0imRX4xC0RAXdZc5xu92RWl0mfD5fzmbc7AqZdlcbPnw4XnrpJQwfPjwn+86UfF3pd/jw4fj5zzfi9ttPRiAg4Mwz/Xj44f0oTOJ7TJjgUfE4GUYukREYoy7AKnmKutiWQ3Scfjq+fvddHDMVCPafeSYAwLtmjREcraePDtmUTWk/7TQAQN6HHwI2v0FE99H3lBzLhngNze5gkQmn4a5mUlg4OKRKSc36BGDQkLCRhlc9ZiRQO2a1PJ4rE/SYHG3CxzlEhxaTEzX5jnZXE4QEqdkTnL/ZpU6XIahZcioq9IxbEXk451iyNlKETTDPk5OwcABAW35k8nPQoQdUqHsGXGLE9cw0eYuRnwGywgwXPosLHGCksHa6o8detTjU1kooKoyNkhFEYBusP5ahMEOengFGm+hzrzWFtg6HaingTLa1Ztmtr5vjsMzKrCCo96Gdwmi4Lpo+s0zej7aAK2qqBUlWH86qm6S2GwNCYqw0RlyXjWLFBHv5zZitKrH3Z2Tv66/3YeKEkCneSz8QVFcAIdoOFCtPzDEFIK9QwcjRIdtkFXYxOfHuU6sLm/VaJwqStqaqB5wuk+Jo9M2gMAZFlgDOIcpheN0SOGMQO3yAIkfc1QCAcYjcfgInm62VxvOJJ/r6pZVvfOMbuPbaa/Hhhx8az4cPPvgA1113HS666KJukqLn4/F4MHLkyIwVAz3evjMlX1f6feaZKvz+95MgSQwXXdSGe+89EHk+E0kjHhUhtovgDo5wv+6JYeqY0IH2Ce3wneLLzVlo1I9t4MQTIZeVQWxpQd5HHwEwWXKGDInZPTRmDKSKCgh+PzwbNmReXiIuuXh7ZY5oVzO7JjGWHHXbdqaAaQqFIFoL71k7gDGqfr/fNEGJPVaixAPRq/8OJxCWAO7i2CtGLpvFxQmmibLJimI34RSiJp8Rd6bIxnCIIT9fsY1V4JzjmmuOmQ4MI9uVWKHKp2bxip4lm1+bFBIhIqNgOp55eKIzGunWJ8VUHdVqydEtI8C4cZHEC5wB3/52B8rLFe291XKi9z10qPWBHwgBHs1FjwsMijFZZpaYF+PUmFq3KObSx7kHzTE5jEXugUGDwlBr5MYqeXaKsjnfhXS4GVwvRKkfx2HtS3TwmEx/TOvIPk7FxloZj6j9J08OwGE6ltfLITrU62/+LihadrWA2zSAUf+be2ZRY9/OOOSqUIyc5eUy3J6IMtS5/NbXStJzKA5eo67g6YpNdJIIzgDJISJ09BCUQ0fhdnOMqFVjb7jHA/BI8gGmJZIQub2Lq8wRSWjBAC7EJjrIJCtWrMCwYcMwffp0eDweeDwezJgxA8OHD8ddd93VbXJkmky7q+3duxdLlizBXi2gOdf6zpR8qfTLObByZQl+9atKcM5w8cV7cccdB22zlRKdo7uqhWpDMdlBM4YIBCYEcs6KExdRhP+ccwAA+a++CsCk5JiSDhgIAjpmzAAAeN99N21iuDduxOApU1D45JNp67O306eUnBh3j3iBxqZ2osixj3PIDEaBQ9UNTG9rb10AVCUnFAoZq8fRkw7GwlqAuEkmU9yEWV5R4JC0OfeJJ0YeDAMHWrMwGYkHdKuMaUJkUYZsVuhVBS3SXhDVFWjDbUoP+FYUtLe341vfirinMH3VmHEIXnW7JAqxVos4E6+IKyCDAI5AIKCuCCNy/Bh3NS2dsDkGxGzJ0eNHOGCNV2AMF1wQREmJYignTPvQHAdz6qnW5LvBKEsOi1KoohkyVEJJqRzzLSstk2y040h2NaN/rcm0aQG43XHGzVy3J1oWIyAJloKhTlP8zAsv+OFwAPVjrK5GTAC4iDhPiNj4kpgWxn0Xdc8LsNSAMVzzjNbc0JY5V123YiyC+v1gd84A8gsUDKiTLEkLdOoGhiNjmYyi1omSE9eawwHobjP6okPUmCm6fC4X8trawd1usEBAXRyAAkgSGLgRk6M/bhySDFFWLO5qYR65YRhTY6HUnOfdo+iUlJTghRdewLZt2/DMM8/gmWeewbZt2/Dcc8+huLi4W2ToDjLtrtbc3Iynn34azc3NOdl3puRLtl9FAW67rRx//GO5tuUWXHnlevt6YUTn8Kh4HCIuvnPPBQDkv/46EA7DpaWPDtlYcgCg/dRTAQB577yTNhmKnnwSYksLSkzlWRK2/+tfMfCMM4xU132RvvVoiFJg4sUbmDc7HMBB6NnOIm3sp3CAnC/HVO6trpbgdNklDpYjxfvMAsBU1NOQI1IMdPLkyMPovPOsweFq4gFuuBVFd224w0WNRVgKQS9aqm+fN09Ngxuu0Y5naq8oVrcZQVSzkTEOSLv2AwD8XlfMXF6Ms9pWVRWJs2BQ6x9EBI/6X4NDPU9JjliCeJT2xrkS405mkVwPONfniAkmvsEQrO5q5lihmP04wi4OLsa6DFX3s1+90q2GQKws8WJy7NzVmMW6w8G9slpYVWujJh5QX1dWKrjw/BDCURYhgXGEXSKCw2ODQtW03MlNnlWFJsq6ZlKyJEkC52pWP845wqGwoSx3HG2JnKipm5jFiaixcrk5Kiu1gqJ2plvjfkpdAVASuKhZ4ZZnBNcTD5itlExNpS6XlkIMBA0fSkVTzuFymJQcdT8BHILCIUZpW2FuvT9kSVIV9m723hkxYgTmzJmDOXPmZCSuhOi7SBKweHElHnmkBABwzTWfAvhVp94ZRHzEFhFimwgucIT6U+xIIjqmT4dcUADHoUPo/93vQvD7oeTnIzxwoH17zZLj3rQJwtGjxy8A50a2NtcXX0Dct6/TXSp//Ws49+5F2R/+cPzH76FkrBhoLhI9cQz3t1m5YNbpmx7IP3580EgqYFYWomewSqES029NPwltX8VOUkWbWAgjC65pUhsIBADmMYqBmq0/amYzr/He7K5mN8PR+xSjxuLgoYPgqISqYkRkAAMUm1onsf0ycG1p3aJHRh1nwoQg7HKpXHRRAG1taj9CvMlnHOuTrDDIijo47R6npb2cx/HhfhHnVkiRfTRLkSyrgd3B4UHgvTxwriT0R+oIMng8HO3tsEysbZUcBrQWKHC7YlNRx7s2gqAA2qS2xSnD5VZMn8W6WlbXSPAUxyo5lp45A8pD4K0uQ+mNWIxUa0m/WhlNHqsroKBZLWOWQbT7f9z4+D+IL7/ss7pIRmOy5BhKjtauIxBAiX4+XAHgiE2AEMeyF4PZktVVYiw5kQ0JCxea9Av9/lCfG5H9dXdHqX9/iAebEa74EFDGo+jPf4bPUaUeW7sfGdetjBxQOFjUfRpSWMRSzLS2jAPuzAVhL1q0KOm2y5cvz5gcRPehegyfjgcemIhjx6ohimoaeIeDw+GwvnY4uPY+8jr6vf66qakOwHfw3nv9sH+/F05n7D733luKf/87H6LIcfvtBzFixFd46KEsD0gPR084EK4J50Qa55zG5UL7WWehcNUqeBobwZ1OHPztb6H5kscgV1UhOGoU3Nu2Ie/99+G/8MLjO/y2bXAcPGi89771Ftq0DHBlv/sdhLY2HP71r21/dFm471rp+pSSY7glaSgF9hMAS1Yzh2oZGTtW96/nFiUn+n6yV5wQsRSYcNiNvrGSHwk0URQFTFCgG31iqm2b+jVbgMzZ1QxZtbZCVB0Yc+IBu37V9/EndXpQdUyTaMUkju3QyMzEANG82m3uI8bdDyZLjrrNXAxUt7YEZUCukIxuOBhkfTC1c+ZQ04AnWhT8+IBoSepgThJguyMDYBcbYZNWGrC6q4WdsPzo2FlyyscEwfV0zOasdXqdJyEiIIu6R6IDWnhUwK5dCm1dOiYAeV7FVlkFgNJSjmPHjK5jU39H72D6bigCs3xuDdSPtuBYLURGOzdHuCoM7hAAR7Q50/TaJp4pBsv3gSftrsbBI1Ykk3XOfA6t+W517J0OMKcLchEHFAUFL/4fOuZdBbdbQVi35GjqEQOH5PdDMBVYBoAQt96Pqlsgh9IvjEzNXjaaakYkgtlqukRPQVGAxkY3XnyxAKtWnQdgLl5+Od1HqQLwBH73u8StXC4FK1Y0YdasdmzalG4Zehi6y/xxYMTjZKgAaG/DN3s2CletguLx4MDKleg444yE7TtmzIB72zZ43347oZLj3LkTSmEh5PLyuG2ia+7oSo67sRGlf/oTAKDl+9+PJEIwKTZKBhKZ9BT6lJLTmTsSAK0yfOStwwGcf74/pplReC+ZA8fJRjViROyDxWxFscghJucgpLur2SlV5nN3RI2FrjA0c+uk0DKxTDB2uuInmFxrtB6SkNoqoz/PiUKoKSYPKxzeOCmkdWVBtqQgNvfFUVjIUVgUsRRET7r189PPP9E5bj8mWgpOMtM9YOdCxRjARKDdzgJlMyzmxAPV1TKKihTLPkYsmC57nv21mTipAxxAsLlVDVQXAMWh4KCo9qfWVtLGlHOExdiTtktoEDlM57+u5kxnlpYMMfWPzEqiYuQPB0RZk9GsTJr+N1tTLfe6oI9NHBlTmBiYr2sopMWo6Z/FSQKgC2dYchgQHBpJfBGRI/KGuVyQK8oh796LQH092LhhqNsfxOetHoiyoumw6vda8XdAcFgHcXeAYaDWXdABKKJ6jTMZkvPGG29krvMcZeXKlVi5cmXsQlOaqKiowA9/+ENUVFRktW/OgU8/VRWbl17Kx/79EUXZ5WrHrFltOPNM9b0kMUgSQzhsfR0OM+O9JJnfq6/V9+o+fn8Ie/Y0oaKiHxhzG+0kiSEUUl+XlCj43/89jJNPDmR8rHId11cu5K/Lh1QhITgsqCopKSYNEHwCHM0OcMbtF2eJGNpnzcLBZcsQHD8eoTFjOm9/6qkoefhheN95R10tsAkeK3jhBVT97GeQamux69VX41qG8jQlp23ePBQ+/zy8b78N7+uvo/Bf/zLaOPbsMZQcR1NTZOc+vNDUp5ScZIrjRU90RZGjqsr0g2YzweqMcG0YHQJQFDXjmDGjI84esYkHnE7glZda0W634GLqN+LWpE2IFMU64YyzqqxPNHfICVZ9E5wr15WcqKXu6Am9bbKHqGOY9axn2zm+Fz3JNfWtK1eiw77fwkIlcWG4KGtMomfBXXe1GK/3igzl9s+iSHcMYE5gn2ijONocp7o6gKoqAZxzjBxpvdCXXx5AQouzWWEdqqZODh5rQV4wDJ7nguAA2rUfQTEq8F8WYx+8AjO5P1mOo1qFEgWpRqdPtqi8Tg4hyk1THSuzQqO6WrkkGe0mK4RRidvGstfpfWVHihGJfr+AAlMNDlmW0dFh/x3mQCQFusANY4okx88mFK4biEBLBw7ffDOYJAIHBfU6Hj0Gj65bQz1tIUrB+jooYBBT7/N2hwLFqNfVzUE5vZyGhgY0NDSgtbU1IwkVampq8LOf/Szt/SbTN+fAli0uTbEpwO7dke9efr6CWbP8uPBCH2bMaI83DztOnAAOJ906k2OVyzh3O5H/YT4YZ3A2OeFsckJxKwgNDiEwPJCUezkQseJIVRK4h54TScEY2i65JOnmgalToeTlwXHgAKpvuAEH77gD3PTlKfjXv1D1s5+BKQqce/ag6J//ROtll9n25d66FQBwbP58OHbtQt6GDeh3/fWWNg5TdkKHKWZH1F0r+iB9KvFAMpac6EludFpKuUibMMeZeNt3ikg2tk4wp5s1y8IBuPM770BVjriRgjgUClmD+PXsbSzWMqQXnYznBlRcEl9ZEJgCBepKvDnYO5maKlYZWIyFyU4W/TMmACdN68BFc2MLEcZ1vbM9P24oTfGor5ciE0uRWSbZMatoJqUp2ioSb0zy8jjKyuzH2Ou13Rzp0yS3km9K4sDVD51OjpISzZJjcleLZ4mI566mf6YfIx4RxToqdmRICKNG21u9AFPMCgNcYdkyTnJp1HfP2kVyJLifOmvv8wkoLErybubcSHBhUfJsjmlkBHSIUBwRf1MuCGpckiQbKaSN4eERS5x2OGMMnYqsFdRlyY8LkRP4fD588MEHWqxl9/T9+edO3HlnKc49tw4XXVSHBx4oxe7dTuTlKbjwQrX+zIcf7sQf/nAQJ510EBs3pl++rpx3JscqV3E0OVDwbgEYZwgOCaJjfAdkrwwhKMCzzYOSF0tQ+HohXF+5gE6yM3dnAdC+Cs/Lw6Fly8CdThS8/DJqL70Ubs3NVzh6FBW//CWYoiA0YgQAoOT+++2Lh4bDELXkBVK/ftj/2GNovvZaKHl5lmbOPXuM1xYl5+hRsPZ21H73uyj77W/TfZo5TZ9ScpKpkxMdX3H22VZXNUnLjBUvJidRv6lYDO0CzRP1rVNSouCcc8K2sRDmjE8Cg/XqawqDKEZZqUx9DKhL8NTU2oVFwXYiZyerPdF1f0z72FpyOHixAvS3kc1mdT86Tknvc9CQcIzVIUayqPgms7taTBYypp9L7HUM9Q/HHYakC0xGf2Yjua5scgYUFHCccUY7AK0+Uyf9Cglr4SSvtqopoq3tTz891gpkFOhkkf+Znl46Sg5u576Yymw+hQUK2aTY53kV9KtNbpVUdWG0OY6dkqPFTnHAmh3QwYxdBG0sGLj6Ovp4ujsbgNpqCYUFijrutEDbo9i5cye+973vYefOnRnte8cOJ+65pxSzZ9fhggsG4p57yrBjhwtut4LzzvPhrrtUxeauuw7i3HP9Rn2wTMnXlX4zOVa5iHhEROHaQjCFIVQXgn+aHx0TO9ByUQvazmhDqH8InHE4DzlR8EEBSp4rQf4H+XDucgJRj1zWweA4pDryUDxOZvF94xvY9/DDkIuK4Nm0CQMuuQQVv/oVSu+9F6LPh+CYMdjz7LOQqqrg3LcPhS+8ENOHeOQIAIA7HFBKS8Hdbhz9+c+x4+OPsfvFF3H0hhsAxLfkCM3NyHvvPeStW4fSBx+EY88eIBgvqrZ30cfc1ZCkJScyMxgwwH5i35W5QzJKi97vyJFhKIoMJZk5lcXywVFcrGCPjVJlnpirKaRjV9S7Wm9AV6qOFXqQF5Ks203tlLzEJ6QoCjgiE0u9NhEQO+b5BTLqBobjXlPbGjIxgqv/lZQo2NMcHUBixawMmFOKxzuGOtYKJMn6C6MUyHHvH855lwK1R4+2j+/iLHbczOEcwWAQbhvfE+5ktonmQuEQ8joRzxyrktSpxNyrqkucMcWP04clPXQqCwIpKDnmYnUzZ7Yjv18+jiV5KH34fKYDBWyuvCJEMhoqhmLKwZ1OCFDAOIdTUoxsbPrX1nw/agY7AMDksWEcE5TUFD+i13PggBfAL/DTn56BHTtKjO1OJ8dpp7Xjwgt9OPtsPwoKSDPONYQWAYVvFoJJDOHqMHyn+CKLlIKa8CjcPwzWzuD+yg33l26IflF9/ZUbXOCQKiWEa8MI1YbgPOgEA4NULoF76XpnmsD06dj9yisoW74chf/8J4r/9jfjs6M33QSel4eWK65A+R/+gPxXX41xiXMcOgQAamIC88TD5UJo1CijMKnFkrN/v/FabG62KD2DZs6EVF2NXf/+N3iUNai30aeUHNkF+DpLNJTkxCBi7UjuARGtPHWGmpoT0F3+E6/i2x8vRskxWUUExFp6DHc1y8Y4r6MQBDXbLRdYJBYBsTKEByYOcAyFQvAoJiXHtP+BqDN1uYH8cgXx1qEmTlLTVSe6pEYsh+Feluw1isR3xd1DUxo5t7qgMQFQFHu3tFAo1CUlJ7+Aa6kaTBIyZvyZcZgSHAQCAbhcLsQg2Ls6cW5zjyTALiFEzL1sVrgZQ+iLnQCrsQTvx7SH9d5Itm5PaGAoUhg21TieJBZJDHk41xQWju1cwBna9s0ycHpUW1kQDGtOm9d0LZhmoVEirmrxrKSWMVUUo0ZQbDlU4njIdOKBdLNvnwMvvZSPF18swKefDgNwDnbsUJOPnHJKBy680IdzzvFbkpwQuYXgF1D4RiGEoACpTELb6W1xkwxwL0dgfACBcQE4Djrg2uOCc58TYptoxO94N3qN3z2y4nQfclUVDt1+O9rPOgtVP/0phGAQHVOnov109Reh/fTTUf6HPyBv3To1M5opVkLUlBypstK2b2nAAABq4gEds5IjBAJwb9li2cfR1ATnzp1JJVCww/nVVyi/7TY0/+hHCE6e3KU+uoM+peRwB9DRaTbVJCcFKawG6+1SseTYfhYvfiLanUfz3489XsR1KrpOjj7RFLo4KWIM2B4ScBJMcRXGUVPpyLpQIQmA4lV/gA/ZjV+CMTUm2AmUrmgrWGfjrysglpipOHIxZp/6uTO57a5zwpossA+81ye60Z9MnyZZrDRBG7P16NGh+MdMwpJjNE3ini8rk5FnCuhXOgLwWY5jlUMulrWtJksGT3KSZrq3Bg3pxGndhqSVKacIHgTAAUmKTCREm8lJ2Cmiw61WglX0THf691MU4Ny/H/CWmFKCm89bj8mJpAmXW3yQCz1gXsnIUEekh0wnHkgHTU0iXn65AC++WICNGyOpYwWBQ1FW47//uwJXX12M0lJSbHIdFmAofKMQYrsIuUhG28y25DLCM9UKLVVLwBRAaBPg3OuEa58LjoMOMIWBM05KThbwn3su9j3+OAqfeQbHFiwwfiRDY8aohaGbm+H5z38QmDLF2EfU6uPIcZScsK7kHDoEFgiAezwWyw0AeGxS/jsOHuyyklN34YVg4TCc+/Zhd/pzyqeNPqXkJLNy21nwuaUhkJJLSLKuO0Dnk1q7ffT9uBHLYO1DFIHKSimyS5Q8iqJAYLJ1tThJSw5jHK1aWrTo+jupTrPM4xQUuBFwHn39uJMbE97EHSKu7OGasNEmGTmtblgJ9tA+j3FrMz7LPJxpVrWoG++ESTJamiLb7JScvDzVimCXPCxVS05n49qvVoJSEHFS5IzhS4eoKss21gupRouLS/LejEfZ+ABSXY+XeXJ7KJb7yVrU1Y5oaxsEwFckA6ITjiNHVCVHezbZuqtx9fvhkBQ4ZEWN46kIoKWwKCl5idzA6XSiuroazuiMN51w5IiIl19WLTbr13sihZkZx9SpAVxwgQ/Dh3+CG2/8Hi688GGUlhZ2q3yZ6DdTsuQMYaDwzUKIrSJkr4y2M9u6nAVNKVQQHB1EcHQQCAPOJie4i0MpJEU3GwQnT461fggCOqZNQ8ErryDvvfcsSo7hrlZVZdufUlICJT8fgt8Px759CPfvD+fXX1vauLZvBwDsv+8+lDz4IPI2bDCUp6InnkDpPfdg3yOPIKwlQUiE0NJiFBhlfn8nrbNLH1NyklA0knVJMbs5JXVw+9X2WOJMgrrgrhYTqC8AAwbICECPybHKxwRrLoLoVMeJ5GdCZCXZkl0tVSUnSjm75JI229cAAIc1MDyaSA2c+JYFc7rNzu6NeJYc2/GHfr/ZJ5BIe9p6m/463A44JdnWxSklJTrmOJ1YleIUoE10bPO9xRkABzPiieQ4rn2WfrsQS5bo3ol3vPb2diBFvUE0pcy2s+QANiMqAOE8DjAGQfsxMcfdxOyvjalTkuGUZLV1NynTRPoYNWoU3n333aTaNjcLePXVfLz0UgE++CAPislP+IQTOnDhhX6cf74P1dX6fT4k6b7TIV+m+82ULDmBDBS+VQjHUQcUt4K2M9s6zWiZNM7EJQCI7NFxyimGktP8ox8Z2ztzVwNjCPfvD/fnn8OxezfEgwchBIOQKishl5cb6acBIDhhAsJDh6pKjtZv5S9/CQCouO027H/kkU7lzDN976Ta2k7biwcOgHu9UIq6f9EtY0rOzp078Zvf/AZr1qzBgQMHUFtbi+9973v43//9X/sYgG4gGSUnWUuO7u6T/GQ1uUml2dUr2YmonbtaVZWEClf8ySSzyZ7FBG6dK6Y0SYo48sQoOakYpaLigjymlau8vC5OzJM6MJI6X7MlJ6G7GgAwjvx8jgsvtElxmu4JqG0xVPWkYkbtOIexs3s+ZEqBqboApnayHCw5a1E2JvFJHjOey158S47NobRtnpo6BFyicY+am+rHcTnVzKOMmyw9yYlK9CBaWwW8/rpqsXnvvTxIUuRumDhRtdhccIEftbWpu2ISOYICFLxXoFpbHBxtM9uSrn1D9Gw6TjkFAOBpbARrawMvVC2uujISz10NAMJDhsD9+eeo+M1vEBo50uhPPBypPaXk5UGurjYsQo6mJkuWNZZkxjXdsgR0XoOn9I9/ROm99yI8fHhW3NoylkJ669atUBQFDzzwAD777DP88Y9/xP3334//+Z//ydQhO0VfWU9EbX8JI0Ym4adqTHBTjOFJsp2iKFCSSq1m7Vuf9DhcPFYpME+2wCxFNwE1UN+cwTZG5gTnoFo2tPiA45h88k6OkxIpujP58hT4EmR/s05cTYkHbG4BWZHAoYAxwO2OvQ6pGlIkKfGkJTjM/uGkx+VEbT2uMRY6qaxtLpCZVMKNKAWTM2DYMNkkdxJupnGUh3QiVUpGfFhn+P1+434xW29mzbI37cdeI/3aAaI3H8cKPNoQcePmMd+PFeUyDh8WYE6IQaacnse2bdswY8YMbNu2zdjm8zG88EIBrr22BtOmDcYvflGFt97yQpIYxowJ4qabjmDNmq/x7LN78YMftMRVcOz6Tod86aAr/WZKlqwSBvLfy4drtwtc4Gg7vQ1yec9IckEcP+FBgxAaMgQsHEb5HXcY2x1JKDnNN9wAqaYGrp07UfDaawCAjhkzIJeWWvoHY4ZFSDx0CO7PPzc+Z3Y1ejRcmzfD++9/A5xD0Gr2AKrrWiJK778fjHO4vvgCyELCloxZcs4//3ycf/75xvuhQ4di27ZtuO+++3CH6eJ1J8lYXQSRQ3DyzupodWn+kEo2p+hJbeL6KUrU+85d6dTpkLVPQQREwbTynoKSY6kbE5PWLf5+trKle8JqOv4Lh1241KYJZxzjxidexVAUxXBXi66TE9Mf53E+gbF/Kvg783uNs1yhT5StGwGls0QGiT5PQXY7d8XOkygAJ510FPyQ2kG81t1tqeA2ltF4mBcozPdzba39Q97e5TFiA/M0NgJslrZdpb293RjLoYMlHOlwwGygPZ7FBiI7hMNhNDU1oa1NwYsvqq5ob77pRTAY+YKPGBHChRf6cOGFPgwZkrzbkd63tTh01+Q7nj7S1W+mZMkWYrOIgncKILaJ4IzDd4rPiD8k+giM4fCvfoXaq65C8eOPw3/WWeg444zO3dUAhEaOxO5VqzDgv/4Lzt27AQDt06cbxUcBGJncDEvOwYNwf/qp8blzxw49wDOm/5r//m849+zBsR/8AKy93dguHjsWdx8A4E4nmKbcCK2tUExKV3fQrTE5LS0tKCsr685DRpFCgc3OeurMVcmGpLKrpZrWFtaYBUVR4PP5IMSb9WoyCLC5KVni4puJsKTzjXafS74b9K+V4E5TOtNwbeyP39aO+Le8o5Nvg/nHtPPsaonvtbTH5MTB3lWMI5mLGz+bX/JXtCuJJzhjWr2kOMq2RtD0gV2q6lzh7LPbO21jZ8kxxzN5N24ERs2ClpUaACxpjL95YQdCjMF5UFINddy+TyJ3CQQY3n+/H4AncdVV5yMYjDyQhgxRFZsLLvBh5MjeMaknNDjg3u6G92MvmMIge2X4T/FDqiIFpy/SMWMGWi67DMV//zv6XXcdDi9ZAkcn2dV0lLIy7H/4YdR+73sIjRwJuV8/dJxyCoqefhqt3/0ujt54IwBA0pQc8dAhuDdtMvYXW1vh/OILeDZuRNvFFwN6aEk4bNTgKfnzn9E+Y4axDwuHwTo6wL1eW5mYacFebGnpvUrO9u3bcffddye04gSDQUump9bW1rTKkIy7Gnfy5DKY6POvZCdXScb6dImuWJUQKztnXK1034Xj6OmSgUhBw65QUSlD9nKkQ83RM8eYr3m8wO9UMZ9v6juj2zyJAm4HZCH2YF1RpgFEFOFkmydjyYkzHp0tJHwmizgNidvkAv37dz5ZsbW6mLbJ/WrhOHQQvH+8RSIOt6TAZSrE6/P20qxTWSTddXKCQeCdd7x48cUCrF6dD79/KICTEAwCdXVhXHCBarEZMybUbQsjRPfBQgzej7xw71ILModqQ/BP94NHuzgTfYojS5ZAPHIEBa++ispf/9rY3pmSA6ixOV+vXWtMdvyzZ+Ors84CTEW/zZac6NTSA+bNgxAKwfn11zj6858DgCWuB4hkatMRjx2DZKfkhEIWJcfx9dcou+MOtJ96Ktq+851OzyUdpKzkLF68GL/97W8TttmyZQtGjx5tvN+7dy/OP/98XHLJJViwYEHc/ZYtW4ZbbrklVZGSpn9/CbW14YTxENzLIXuTTEsMJB2Tk3xq6jhymarIJ7VPJxNpBiAshWI2miewMRPhTuQXtX1l0dow5exqaUYw3eVxJ+gpHtcck5Mo8UA6jnU8yKLNCSf2pEsrzMZdLhTl98sFbnG30y0QnVkizB/nsiUnKWxT8EUU9OAJJ8D1xE4o/cvi3j8MgKBw+LSConKXtXAiHtF1clatKoTHk3o6ZlkGPv7Yg9dey0dbW2TlpaKiHYcP34vf/34q5s0bQIpNL0Y8IqLg3QKIPtU9rWNyBwKjAzm9YEN0DzwvD0333APp1ltR8uijAAAlPx/cpKgkJNotJWo/qaICgGqFcX3xBQAgOGYM3Fu2QNB+n0v/9CdDyTEnGgC0hAUmhGPHAJssa0JUDYraa64BABS88kruKjk33ngj5s+fn7DN0KFDjdf79u3DmWeeiVNOOQV/+tOfEu63ZMkSLFq0yHjf2tqKurq6VEWMiygCLhdHOtJ67w4znAxg8uQgki6nlYy7Whcmn0m7DzHrSyVqpqsUKpZ0t6k8bDnnxkTT57V+oVL+oU7zQ37ChCAC2ut48T5KQWq2o6IiDleiGI1OlNqsrtMlcZMliptJJWZKHQPrQAQCAct7qVqKSTxg/j/upN6SGrxnr3zaSq9lplMYEK6oQLiuGI447n+cA4xzCAqHpCm2PXtEegY331yJlHOKR1FdLWH2bJ9Wy+YINm/uh/HjS9Ku4AwePBh/+9vfMHjw4Kz2ka5+MyVLxuGA+3M3vBs197R8Gb4ZPsgVlGCAMMEYmn/yE0PJEdJZj8btNgqPAkBoyBD4Zs+Ge8sWSzOhuRmCz4diTYZ4FPzrXwju3g3/eedZT8Gu0F43k7KSU1lZicokTGaAasE588wzMWXKFPzlL3+B0MnKotvthjtZTTXLNGmpyTrLNKWz38XQ35G8G1xKpLKP1tYpcgwfYVXPwrVhTJ4QUX2iY1o6c3GKd3lTmWwpeQp4MuOUCqbxiSdjuH9qfu6nnhpGMKggFIp/fgknKVleretyUHqKrnZqXEkS2dVM6LE4hiUnzvEsroc9fPWzNT/2uae717Z7nGgtcIOLCgAFYAyMA86wjLBTHwQOpnAw8C7FCxJd49RT/XA4uuYDW1enKjcnnhgwPZcKcPLJJ6dNPjMFBcffdzr6SFe/mZIlk7AQQ/4H+XDtUa2toQEh+E/2p5TUhOg7KIWFOPrjH6NsxQr4zj03rX0HTjgB+atXq6+nTEHbt76F8uXLLW28776Lil//GqIpm5qZcF0dnLt3o/TBBwEAO995B3JNjfF5tCXHDAsGk7dMHQcZi8nZu3cvZs6ciUGDBuGOO+7AIZO5q8Y0CD0V/Ucp2diGkJCkS028DBUJVtZPmBKIyQbXmbIgMDVddjSnnixhl+Z+mWo15HR4x2Q6XWa6PHji1UHREUUOQYw//lm1PPDkEg/Y7orULXOpJx5Ibj+zHP17eHE7bhM3FZOt0CGAcRkcgMA58oLhiJKjWXI686Ak0svddzehsLDzxBLJcuDAATz22GO44oor0v47mY6+MyVfV/rN5FhlAvGw5p7mF8EFjvb6dgRHBunLSiSk+Uc/QnDSJATHjElrv0cWL44oOZMnQ66qgu+881Dw6qtGG8euXXEVHAAxXiHOnTsjSo6iWLKwRSM0N1sUokyRMaft119/Hdu3b8fq1asxYMAA9OvXz/jLJl2u9B5FqpPlZGNyotM6J4M81MZhzqnGF8UKYhzI/uGa6PCdyM/jqMy5tEaVrsQDZuzOb9z4EKqrE9TcSb8YScMUbpuMIJp435VkrZc67Sn+ioe0iXtnFgmz21xpWe8rlqc4gDaBRcZBECC0q65+gsJjDGQCN+eP7roiS2SPw4cP44EHHsDhqEDfXOk7U/J1pd9MjlXakADnLicK3i5A0etFEP0i5AIZree2IjiKFBwiCRhD+xlnGMkC0kV4yBA0/f738M2eDd+cOQCAg7//Pfb/+c849oMfAIARr2OHkp+PtrlzLduce/cCAKqvvx5Dx41DVYK6mLqrXKbJmJIzf/58I1g++q93oFkcknxIXXBBAIXJWEa68NBLOhOLOSaHszjHStBXJ3cLS2LinBXM551GC0rC2kX5CrgzPbVm0o2gKDHJIaJJ/D1NbQy3yalpRR0eNSuYkYAgTrteH5Tt4Gh2sEi2QocIx55dYMEgBIWrSo2ObskhCCK7KIBzrxP57+Wj9NlSFL5TCNduFxhnCA4MovX8VshlFH9DZB/fxRej6e67wfPzAQDc60X7zJmQy8sBAHnr1lnaK1o7AJDLytDc0IBdL72E1kvV6oOOPXsgNjWh4PXXwcJhuD/7LOaYoREjAPQCJScXSaeCJUmpucfk5R3fpCxtsrM4r40DxautAgSHJS6Wma7MZZkkI5Ycm/OTS+WEyme2LTldT/Odeq2prhZ3DbrUixVPMbXcbzl0j6WXSIwNL8gHz3OD+XwQuNWSw6GGPpm/u6TydE57ezsGDRqEm266KduiED0ZDjiaHPB+5EXJcyUoXFsI9043mKQmFugY24GW2S3wn0rxN0TuI5eUAAAcBw5YtisFBcbrcF0d4HIhPHIkwv37q+337kXehx/G9ldUBLm0FIeWLoWs1cpM6AaXRrq1GGhvwpi4Jakmtre3W6qgxyWTkzUBCA5VFZX4VgYePyg9wblyztOSeCAjJJF4oLvJZkyOL88JhLt+o6U6hl0d84BbtegUxikOmyvXMlPoLq66RasjT4AwuBbC0Y1ghUUIOwSTTzTXUqyp77yBMDrcVCenM2677bYeF7xO5AgcEI+KcO90w7XLBaEj8kBSPApCA0MIDQpBqpB68SIM0RuRbQp2Kvn5aL3kEpTdcw8AIGzKaigNGABAc1ezUXKCEyZgv5ahLe+jjwAAAik5uY2+mh0cnti6oZOUgtMJabHmaM/h1nPsC60ezyF6wqSzq1aFaMzXoiuV5buc3SwNSEm4FSYqdpi6JSe19tGMHhuC3bfMfC27XNw0h4lWciQnoIgOuDZtQ8uhfeBnnA0G9XMOqHqOdm3cIdlw+yPs+eKLL7B161bMmTMHm0xVv7NJaWkpLrnkEpRmoCp4OvrOlHxd6TeTYxUXBXAcdsC5zwnXLhdEX8Q1QHGaFJsqqY/5yRC9Cd3aonPw9tvh+8Y34NUSFQBAeNCgyGtNycn78ENbSw7Py4vpm9zVMoAsyzGFCLuKMXFL82Q13uQ37bFMia58F12Z4ikQuTT9TGcch3FNMp32OwtIkgRJis2+BwawFF3+jlex7MxNsteipesOmVIUc6eIwKRJUI4eAWeq62GkeCoMN0Shh8fnvPXWW5gzZw5qa2vBGMPzzz8f02blypUYPHgwPB4Ppk2bho+0FcJkuemmm7Bs2bI0SZwe+vfvj2XLlqG/5v6Ra31nSr6u9JvJsTLDOhhcX7mQ/04+Sv5ZgqJ/FyFvc55axFPkCA4Kou30Nhz75jG0T2uHVEMKDtGzUTR3NZ3woEHgHo9lu9mSEx4+PHF/Xm/kdZFaV0xotV9oTzd96qvIObefuHWBTFktenJihurq3JTdvMqfiZicLpFFJef477Fuvs5xvmuKYvou57jS2BWYlhukPc9pvOdgCA8eZGjrAgcUFrmmiqBqRoLSlTyNuYPf78ekSZOwcuVK28+feuopLFq0CDfffDM2bNiASZMm4bzzzsPBgweNNpMnT8b48eNj/vbt24cXXngBI0eOxMiRI7vrlJIiEAjg888/jymYmyt9Z0q+rvSbsbFSAMchB/I+yUPRy0Uofa4UBR8UwL3LDSEsQHEpCA4KwneKD83/1Qz/DD/CA8JArvy2EMRxEu2uFq6rU7cXF0e2mZQcpagI+/7yF+s+pkzKZkuOor0WMvCMs4Pc1bpIpmIqZCW+m1A4nPlaIMczNZo7NwQ7N8tcyoKVLnc1C73QVSoR3e2uFg9ZNn0fcugeSxvR56QVB+Vghl8p45olhwHggN/jNOro9GRmz56N2bNnx/18+fLlWLBgAa6++moAwP33348XX3wRDz/8MBYvXgwAaGxsjLv/Bx98gCeffBJPP/00fD4fwuEwioqKsHTpUtv2wWAQwWDEotiaoVXI7du3Y968eXj++ecxfvz4nOs7U/J1pd90ysI6GJz7nXDuc8J5wAkhZH1oSWUSwrVhhPuFIZWTpYbo3ejWFh09fTU3WWR0FzWd4IQJlvehUaPg3L9f7c+k5HCPBwDAEhQKTSek5HSRjFkEEkzWOrrjpsjA3KgrMStpJcOJB+Jlo0u8T/ZoT1Cgq1NY9yUe6IxLL22LvOmFSg5ngOSMnFhNlQS3KKsurUxVdASuZcrTbqiQ0wFRUXq8kpOIUCiEjz/+GEuWLDG2CYKAWbNm4f3330+qj2XLlhmuao888gg2bdoUV8HR299yyy3HJziRO3BAPCLCtc8F5z4nHEetUyHFpSBcEzYUG57Xe79PBBFD9ARX+xEPDxmC5gULIFdXA263pYlisvIAgFRba7w2W3L01yzYPW7opOR0kWzP2zNFJh7luVSmMV0TbovLVw+LyTlei2Cq936mrJ7uZOtD9VQYwEyDPWigBCZzwM8QHDcO+Xv2IDRkMBRRUL+3EV0HLJe+dGnm8OHDkGUZ1dXVlu3V1dXYunVrRo65ZMkSLFq0yHjf2tqKOs2Fg+hhcMD7kReeLz2WzVKpZq2pJWsNQeiYa+OAMRz9xS/sG0ZNDMwub3aWHIEsOblNRtyegKy7PmXEkz/LCqHijcz40mWBO+7Ctj1YSWY5Ysmx0IPHMx56djXTFnCo7mnB+noUv/E2PP3r4PMKcBw4AF5SYXx7Bc5770pMmpk/f36nbdxuN9xRK5dEz8T1lQueLz3gjCNUFyJrDUEkwFwbJxW4ab+gyZ1U6WZ3NVqr6CKnnJKZC5SetAiEmXBdxHKRLqtCR0dHJM1yF+aS2ayTczxwpD53Dof7aHa040Qd56j7hHG05ruMi1De2gGuKHCvX6+5seVWNsNMUFFRAVEU0dTUZNne1NSEmpqajB575cqVGDt2LKZOnZqR/hljcDqdFgteLvWdKfm60m9X9hGPichfr65Md0zsgP9UP0JDQ6TgEEQcOqZN69J+7aedBrm4GM3XXouO0083thvuapR4ILcZPjwzSQD+IwGnZKTn5Dge40Rcy0YOLSjnSi2fnvqTGmtd6BzOM+871Vvr5JgJdXSAcQ7kuYxtCgOEpgNgHe1aljX1AikC67H3WGe4XC5MmTIFq1evxrx58wCodchWr16NhQsXZvTYDQ0NaGhoQGtrK4qjfNDTwbhx47Bly5a095uuvjMlX1f6TXmfMFDwTgGYzBDqF0JgbPdMsgiiJ7Lnn/9E4TPP4KjJTbczWq64AsWPPYa2iy9GaPRo7Fy/PuaHTLfkUHa1Pkq2PUwyMzHKnemWKKZflq5cs9pJPfMHtivnesEF/vQLEk0OKdLpIi9PwZAh0dkWrScacDkgHDgG7nRDYUxNQiBH6uX0VHw+H7Zv326837FjBxobG1FWVoaBAwdi0aJFuOqqq3DiiSfipJNOwp133gm/329kW8sUK1euxMqVKxMWyyVyEA7kr8uH2CpCyVPgn+7vlc8MgkgXwUmTEJw0KaV9jvziF2g/9VR0TJ+ubrD5HTKyq3WTkpMj69qETg+fm9jSlexjmSIT43usC4aKyok904WLMZ7y5KCigiaEXSEvj6O+3urAGl0s2J/nhNDWBu50ICwKCDtFcOj1cnou69evR319Perr6wEAixYtQn19vZEB7dJLL8Udd9yBpUuXYvLkyWhsbMQrr7wSk4wg3TQ0NGDz5s1Yt25dRvrfvn07LrroIouCl0t9Z0q+rvSbyj6ur1xw73SDMw7fDB+4J3cW3giit8A9HrSffbYl1XRMG91djRIP9E0yltAgSSSx65OjeO5quaS4jRiR/gn3tpAD56e919yksio3FRapsu9GswltbZCCQcjBEJCnPtJ7uiVn5syZnSb2WLhwYcbd06LJtCUnEAhg8+bNGSsGerx9Z0q+rvSb7D7RcThSVd99VhBEtlHIktO3yfbcROrhK8CdMXNm+mOpciXOpzuoq5Ny0s1DLstN5SudcERZcgQRkGUIbW1QXG4o+o8GUy050VYf4vjJtCWHSDMUh0MQOQXv5picPjQ96xlkW8nJCL3xnEz0ymsWj750rjlJ5ALIJSUQm4+BdXRALioEC6kukL3BXY0gjhuKwyGInMNwV5Mk4Dhr9iUDKTk5Rm+0CmSk9k4O0RuvGZEbRBedNX+T5OpqOHfsUNt5PGDBkPFZT3dXy1UynUKaSB8Uh0MQuYfurgZ0jzWHpmc5RrbnJsdT4PK4imP2YHpqzZuu0BtTNfccmGUlWiksAJMlgHPVBSCo/mAEXQ6EHfRozwSZdlerq6vDihUrUFdXl5N9Z0q+rvSbaB+KwyGIHMXlAtdWhrsjLocSD+QYvXLCnEOLyplQxLKtmBJ9A9kmziY0fARCRV44CgpQsG49MGIIZFEAZ1plUKJHUVxcjAsuuCBn+86UfF3pN+4+FIdDELkLY6rnQXt7t2RYy+hy30UXXYSBAwfC4/GgX79+uOKKK7Bv375MHrLHQxPmngddM6I7CDtFSA7Rsk2uKEfgpJMg9a+FXFhoVPPlLJeqUxHJcvjwYTz00EM4fPhwTvadKfm60q/tPhSHQxA5T3cmH8ioknPmmWfiH//4B7Zt24Z//vOf+PLLL/Gtb30rk4fs8cyb58vq8TPhrtbbszz1KSWnL51rlknuuxi5IEpREVxbt9p9RKSJTMfkHDhwAMuWLcOBAwdysu9MydeVfu32oTgcgsh9lG6slZNRd7Wf/vSnxutBgwZh8eLFmDdvHsLhMJxOZyYP3WMpLOxCZckcoSdUASd3teODO2jS0F1wzhEKheJ+zjigGMtUDHJZGcpvvw3+WbOgfPPb3SJjX6OhoQENDQ1obW1FcXFxtsUhTFAcDkH0DHg31srptpico0eP4vHHH8cpp5wSV8EJBoMIBiOV4FtbW7tLPCIN+P3+bIvQKZKU/h++bBdw7U5CQ+NPuon0koySo995HEBoyGAIY8ei+G9/Q/N/XdotMhJETkBxOATRY/BdcAHEo0chV1Rk/FgZT8Hzi1/8Avn5+SgvL8euXbvwwgsvxG27bNkyFBcXG3+ZyDBDJCYjGdJyyNLR3t6e9j77kiUnl64lwbUEAxGO/vznaPne9yCJrM9mOyT6GBSHQxA9iuYbbsDhW25BeNiwjB8rZSVn8eLFYIwl/Ntq8gv/2c9+ho0bN+K1116DKIq48sor4/74LlmyBC0tLcbf7t27u35mRO7Qy39w+pSSQ+QUhpLDtH8YA3c6EWAc+c88DcfevdkUr9eR6ZicwsJCnHXWWSgsLMzJvjMlX1f61fcZ1DGI4nAIgrCF8RSX+w4dOoQjR44kbDN06FC4XK6Y7Xv27EFdXR3ee+89TJ8+vdNj6X7PGzduzMhDn4iluLgYLS0tae1z3UNVmHrNwbT2mUs88kgt5s+nrIFE91LSFkDAKSLgccIVkiAqHB0eJ/JfeQWB+noUPvsswoMGwd/FlL9tbW2or69HS0sLioqK0ix9z4Z+m3ID8ZiIoleLwGSG9kntCIwjNzWC6O2k8tuUckxOZWUlKisruySYoqhB9ea4GyK30K8RkTxkySGyAQdi3NUAIDh2LDzr16Ns+XLs++tfu18wosuEw2G0traiqKgo7cl50tF3puTrSr9Sh4SCtWocTrgmTHE4BEHEkLGYnA8//BD33HMPGhsb8fXXX2PNmjX47ne/i2HDhiVlxSGyQ1tbW9r7/FIRO2/UgyElh8gW5vTsukleGjgQno0b4T//fAToWduj2LZtG6ZNm4Zt27blZN+Zki/lfjnA3+Bw+V0IOoLwneLr9W7RBEGkTsaUHK/Xi2effRZnn302Ro0ahWuuuQYTJ07E2rVr4Xa7M3VYIgdJv9qUW/Sl7GpE7sAZoAjqzC7kFBF0mQzzDgdaLr88S5IRRGZxfeVC9bFqyIqMrQO3UhwOQRC2ZCyF9IQJE7BmzZpMdU/0IMjSQRCZgJkSDzCLVUcuL4dSUpIVqQgik5jr4fy/Nf8PZ0w+A3WgTKwEQcSS8RTSBNHblRyBvkVEFlBjcuw/kyorIZOSk3YynV2N6ARTPZyjBUdx59t3ZlsigiByGJqeEcRx0tuVOCI3CbgdUOLcfL6LLoJcU9PNEvV+GhoasHnzZqxbty7bovRJ8tdH6uFsG7iNakERBJGQjLmrEYROb1cCyJJDZIOwM0FCD7opeyRjxozBxo0b4fV6c7LvTMmXTL+ur1xw74jUwxlePjxjY0UQRO+AlBwi4/T2wHzGevf5EQTRPYiimLG6O+noO1Pyxe2XA4JPgOOIA/nr1DicjgkdkKokiMjcWBEE0Tug5T4i4/R2Sw5BEEQ62LlzJ+bPn4+dO3fmZN+Zkm/nzp1o+EEDDn9yGO5tbng/9KLo1SKUPl2Kkn+VoOA9Uz0creBnJseKIIjeAVlyiIzT25Wc3n5+BEF0Dz6fD++88w58Pl9O9p0W+RRAbBUhHov8jT00Fk+c9QTwWWxzLnDIxTKkCgkdEzuMejiZHCuCIHoHpOQQxHFy2mlStkUgCILILTjAAgziMRGOYw6IzSLEFvWPKfYrQwFnAEKVALlEhlwiQyqRoBQq5HNCEESXICWHyDi9PQZ6zBgZzc3ZloIgCCJLSJp1pllTaDQLjRC0f/hzB4dUIqnKTKmML45+gbnfn4vHnnoM48eP72bhCYLorZCSQ2Sc3u7ORWlMCaJvsHLlSqxcuRKyLGdblKxR5ClCaVspPJs8hpVGaBPAbIo2ccahFCoRhUb7U/IVw+0MAFo3taIt2NaNZ0EQRF+AlByCIAiCSIKGhgY0NDSgtbUVxcXFae+/X79+uPnmm9GvX7/c6FvPbnbIAcdhB6YdmIYdS3aA7YhVaBS3YnEzk0tlyEVyUrOMrsiWybEiCKJ3QEoOkXF6ewppgiCIdFBeXo4rrrgie33LgOOow1BqHIccsS5nDJALZUjlqiKjW2m4h1usM2mXLQ37EATRtyAlhyAIgiBygGPHjuHNN9/EzJkzUVJSkvG+WQczlBnHYQccRx0xSQG4wCGVS5AqJLR4W7Bm8xqcfNrJaZWvK+edybEiCKJ30MtDwolcoLfH5BAEQaSDPXv24KabbsKePXvS3/fuPXj49w9D/kRG/nv5KF5VjNLnSlH4diHytubBedgJpjAoHgWhuhDa69vRcm4Lmi9pRts5beio78Dn4c+x8GcL0y5fV847k2NFEETvgCw5RMYhJYcgCKKbCUO1zhx2wHnIiVMOnoJ3Gt4B9kaacHA1hqZCglSp/kUnBSAIguipkJJDZJzeHpND2dUIgsgqHBD8giWWRmwRYzKetQXaIFVI8Az2IFwZhlQhAc4syUwQBJFhSMkhCIIg+hyDBw9GUVERBEFAaWkp3njjjWyLlDwyIDaLcB5yGtYaoSPW+1zOlw0LzdZjW3HeZefh2eeepVo0BEH0CUjJITLON78ZyLYIBEEQMbz33nsoKCjIthgGXq8XkydPhtfrtWxngagEAUfsEwTIpbJhoZEqJfC8iJWZf8UxcdLEmL7TId/x0pV+MyULQRC9B8Zz2NdGr0WwceNGFBYWZlscgrCluLgYLS0t2RaDINJKW1sb6uvr0dLSgqKiomyLk3YGDx6MTZs2dUnJyehvEweEViFipTnkgNgmxjRT3EoklqZCglQm0bIlQRC9nlR+m7olu1owGMTkyZPBGENjY2N3HJIgCILoobz11luYM2cOamtrwRjD888/H9Nm5cqVGDx4MDweD6ZNm4aPPvoopWMwxnDGGWdg6tSpePzxx9MkeReQAEeTA55NHhS8UYCSZ0pQ8mIJ8j/Kh/srt6HgSMUSAsMC8J3sw7FvHMOxbx6D7wwfAmMDkKpIwSEIgoimWx6LP//5z1FbW4tPPvmkOw5HEN1KDhtDCaJH4vf7MWnSJHz/+9/HN7/5zZjPn3rqKSxatAj3338/pk2bhjvvvBPnnXcetm3bhqqqKgDA5MmTIUlSzL6vvfYaamtr8c4776B///7Yv38/Zs2ahQkTJmDixIkpyen+0g231536CXJAbBPhOOyA2BybIEBmMpQqq6WGu47vObNp0ybMmzcPzz//fJdjctLRR7r6zZQsBEH0HjKu5Lz88st47bXX8M9//hMvv/xypg9HEN2O3USKIIiuM3v2bMyePTvu58uXL8eCBQtw9dVXAwDuv/9+vPjii3j44YexePFiAOjUa6B///4AgH79+uGCCy7Ahg0b4io5wWAQwWDQeN/a2goA8G7wIt+Tn/R5xUP2qgkCdod3Y8EvF+CWe2/B+Ak0cScIgjgeMqrkNDU1YcGCBXj++eeTCg6M90NCELlMe3t7tkUgiD5DKBTCxx9/jCVLlhjbBEHArFmz8P777yfVh9/vh6IoKCwshM/nw5o1a/Dtb387bvtly5bhlltuiZWlLoRgXtBmj87hHm5YaZR8BQCwb9M+fLL/E6pTQxAEkQYypuRwzjF//nxcd911OPHEE7Fz585O94n3Q0IQBEEQAHD48GHIsozq6mrL9urqamzdujWpPpqamnDxxRcDAGRZxoIFCzB16tS47ZcsWYJFixYZ71tbW1FXVwf/yX4Ihd0S2koQBEGkSMpKzuLFi/Hb3/42YZstW7bgtddeQ1tbm2W1rTPi/ZAQBEEQRLoYOnRoSjGibrcbbrcbK1euxMqVKyHLcgalIwiCINJBykrOjTfeiPnz5ydsM3ToUKxZswbvv/8+3G5rUOaJJ56Iyy+/HI8++mjMfvoPCUEQBEHYUVFRAVEU0dTUZNne1NSEmpqajB67oaEBDQ0NRgrpdDNixAj8+9//Rr9+/XKy70zJ15V+MzlWBEH0DlJWciorK1FZWdlpuxUrVuDWW2813u/btw/nnXcennrqKUybNi3VwxIEQRAEXC4XpkyZgtWrV2PevHkAAEVRsHr1aixcuDCjx860JcftdmPw4ME523em5OtKv5kcK4IgegcZcyYeOHAgxo8fb/yNHDkSADBs2DAMGDAgU4clCIIgejg+nw+NjY1GhrQdO3agsbERu3btAgAsWrQIDz74IB599FFs2bIF119/Pfx+v5FtLVM0NDRg8+bNWLduXUb63717NxYtWoTdu3fnZN+Zkq8r/WZyrAiC6B1QxCRBEASRU6xfvx719fWor68HoCo19fX1WLp0KQDg0ksvxR133IGlS5di8uTJaGxsxCuvvBKTjKCn0dLSglWrVqGlpSUn+86UfF3pN5NjRRBE76DbaiQPHjyYiiYSBEEQnTJz5sxOfy8WLlyYcfe0aCjxAEEQRM+BLDkEQRAEkQSZdlcjCIIg0ke3WXK6gr6S5/P5siwJQRBE30J/7pIFPpZM/TbphYXb29vR1taWc31nSr6u9JvJsSIIIndJ5beJ8Rz+BduzZw/VySEIgsgiu3fvpmQxGrq7WigUwpdffpltcQiCIPosyfw25bSSoygK9u3bh8LCQjDGUt5fLya6e/duFBUVZUDCvgGNY3qgcUwPNI7pobNx5Jyjra0NtbW1EATybDZzvL9N2Wbq1Knd6nKX7uMdb3+p7p9K+2TaHk+b3vD8o/sv9f2T3Sdd7XL5/kvltymn3dUEQUjLCmJRUVGPfRjkEjSO6YHGMT3QOKaHROOYiYKXvYF0/TZlC1EUu/W7k+7jHW9/qe6fSvtk2qajTU9+/tH9l/r+ye6Trna5fv8l+9tEy3MEQRAE0YdoaGjo0cc73v5S3T+V9sm0TVebngrdf6nvn+w+6WrXW+6/nHZXO15aW1tRXFyMlpaWHrvikQvQOKYHGsf0QOOYHmgcCaLnQd9bIpv0tPuvV1ty3G43br75Zrjd7myL0qOhcUwPNI7pgcYxPdA4EkTPg763RDbpafdfr7bkEARBEARBEATR9+jVlhyCIAiCIAiCIPoepOQQBEEQBEEQBNGrICWHIAiCIAiCIIheBSk5BEEQBEEQBEH0Knq1krNy5UoMHjwYHo8H06ZNw0cffZRtkXoUb731FubMmYPa2lowxvD8889nW6QeybJlyzB16lQUFhaiqqoK8+bNw7Zt27ItVo/jvvvuw8SJE40iZNOnT8fLL7+cbbF6PLfffjsYY/jJT36SbVEIgiAIIm30WiXnqaeewqJFi3DzzTdjw4YNmDRpEs477zwcPHgw26L1GPx+PyZNmoSVK1dmW5Qezdq1a9HQ0IAPPvgAr7/+OsLhMM4991z4/f5si9ajGDBgAG6//XZ8/PHHWL9+Pc466yzMnTsXn332WbZF67GsW7cODzzwACZOnJhtUQiCOE4uvvhilJaW4lvf+la2RSH6ILt378bMmTMxduxYTJw4EU8//XS2Req9KaSnTZuGqVOn4p577gEAKIqCuro6/OhHP8LixYuzLF3PgzGG5557DvPmzcu2KD2eQ4cOoaqqCmvXrsXpp5+ebXF6NGVlZfj973+Pa665Jtui9Dh8Ph9OOOEE3Hvvvbj11lsxefJk3HnnndkWiyCILvLmm2+ira0Njz76KJ555plsi0P0Mfbv34+mpiZMnjwZBw4cwJQpU/D5558jPz8/azL1SktOKBTCxx9/jFmzZhnbBEHArFmz8P7772dRMoIAWlpaAKgTdKJryLKMJ598En6/H9OnT8+2OD2ShoYGXHjhhZbnJEEQPZeZM2eisLAw22IQfZR+/fph8uTJAICamhpUVFTg6NGjWZWpVyo5hw8fhizLqK6utmyvrq7GgQMHsiQVQagWxZ/85CeYMWMGxo8fn21xehyffvopCgoK4Ha7cd111+G5557D2LFjsy1Wj+PJJ5/Ehg0bsGzZsmyLQhAEkouBpThjIpOk8x78+OOPIcsy6urqMix1YnqlkkMQuUpDQwM2bdqEJ598Mtui9EhGjRqFxsZGfPjhh7j++utx1VVXYfPmzdkWq0exe/du3HDDDXj88cfh8XiyLQ5BEOg8BpbijIlMk6578OjRo7jyyivxpz/9qTvETgzvhQSDQS6KIn/uuecs26+88kp+0UUXZUeoHg6AmPEkUqOhoYEPGDCAf/XVV9kWpddw9tln82uvvTbbYvQonnvuOQ6Ai6Jo/AHgjDEuiiKXJCnbIhJEn8bu9/akk07iDQ0NxntZlnltbS1ftmyZpd0bb7zB/+u//qs7xCR6MV29BwOBAD/ttNP4X//61+4SNSG90pLjcrkwZcoUrF692timKApWr15N/vtEt8M5x8KFC/Hcc89hzZo1GDJkSLZF6jUoioJgMJhtMXoUZ599Nj799FM0NjYafyeeeCIuv/xyNDY2QhTFbItIEIQJijMmsk0y9yDnHPPnz8dZZ52FK664IluiWnBkW4BMsWjRIlx11VU48cQTcdJJJ+HOO++E3+/H1VdfnW3Regw+nw/bt2833u/YsQONjY0oKyvDwIEDsyhZz6KhoQF///vf8cILL6CwsNCICysuLkZeXl6Wpes5LFmyBLNnz8bAgQPR1taGv//973jzzTfx6quvZlu0HkVhYWFMPFh+fj7Ky8spTowgcpBEccZbt2413s+aNQuffPIJ/H4/BgwYgKeffpoWdom0kMw9+O677+Kpp57CxIkTjXiexx57DBMmTOhucQ16rZJz6aWX4tChQ1i6dCkOHDiAyZMn45VXXom5QER81q9fjzPPPNN4v2jRIgDAVVddhUceeSRLUvU87rvvPgBq5hszf/nLXzB//vzuF6iHcvDgQVx55ZXYv38/iouLMXHiRLz66qs455xzsi0aQRBE1vn3v/+dbRGIPsypp54KRVGyLYaFXqvkAMDChQuxcOHCbIvRY5k5cyZ47yyj1K3QGKaHhx56KNsi9FrefPPNbItAEEQcKioqIIoimpqaLNubmppQU1OTJamIvkRPvQd7ZUwOQRAEQRBEb4DijIls01PvwV5tySEIgiAIgsh1OouBpThjItP0xnuQcfKlIQiCIAiCyBpvvvmmJQZWxxwDe8899+D3v/+9EWe8YsUKTJs2rZslJXorvfEeJCWHIAiCIAiCIIheBcXkEARBEARBEATRqyAlhyAIgiAIgiCIXgUpOQRBEARBEARB9CpIySEIgiAIgiAIoldBSg5BADhy5Aiqqqqwc+fObIuSkM2bN2PAgAHw+/3ZFoUgCIIgCCJnISWHIADcdtttmDt3LgYPHhy3zY4dO3DZZZehtrYWHo8HAwYMwNy5c7F169Zuk3Ps2LE4+eSTsXz58m47JkEQBEEQRE+DlByiz9Pe3o6HHnoI11xzTdw24XAY55xzDlpaWvDss89i27ZteOqppzBhwgQcO3as+4QFcPXVV+O+++6DJEndelyCIAiCIIieAik5RJ/npZdegtvtxsknnxy3zWeffYYvv/wS9957L04++WQMGjQIM2bMwK233mrZb/fu3fj2t7+NkpISlJWVYe7cuTEucA8//DDGjRsHt9uNfv36YeHChSnJe8455+Do0aNYu3ZtSvsRBEEQBEH0FUjJIfo8b7/9NqZMmZKwTWVlJQRBwDPPPANZlm3bhMNhnHfeeSgsLMTbb7+Nd999FwUFBTj//PMRCoUAAPfddx8aGhpw7bXX4tNPP8WqVaswfPjwlOR1uVyYPHky3n777ZT2IwiCIHKTmTNn4ic/+UlG+j799NPx97//PSN9J+L+++/HnDlzuv24BKFDSg7R5/n6669RW1ubsE3//v2xYsUKLF26FKWlpTjrrLPwm9/8Bl999ZXR5qmnnoKiKPjzn/+MCRMmYMyYMfjLX/6CXbt24c033wQA3Hrrrbjxxhtxww03YOTIkZg6dWqXfthqa2vx9ddfp7wfQRAE0XdYtWoVmpqa8J3vfCdum1/96leYPHlyzPadO3eCMYbGxsYuHfv73/8+NmzYQAtyRNYgJYfo83R0dMDj8XTarqGhAQcOHMDjjz+O6dOn4+mnn8a4cePw+uuvAwA++eQTbN++HYWFhSgoKEBBQQHKysoQCATw5Zdf4uDBg9i3bx/OPvvs45Y5Ly8P7e3tx90PQRAE0XtZsWIFrr76aghC90/3XC4XLrvsMqxYsaLbj00QACk5BIGKigo0Nzcn1bawsBBz5szBbbfdhk8++QSnnXYabr31VgCAz+fDlClT0NjYaPn7/PPPcdlllyEvLy9tMh89ehSVlZVp648gCILIHZqbm3HllVeitLQUXq8Xs2fPxhdffGFp8+CDD6Kurg5erxcXX3wxli9fjpKSEuPzQ4cOYc2aNWlzGZs/fz4YYzF/uqeCHXPmzMGqVavQ0dGRFhkIIhVIySH6PPX19di8eXPK+zHGMHr0aKNmzQknnIAvvvgCVVVVGD58uOWvuLgYhYWFGDx4MFavXn3cMm/atAn19fXH3Q9BEASRe8yfPx/r16/HqlWr8P7774NzjgsuuADhcBgA8O677+K6667DDTfcgMbGRpxzzjm47bbbLH2888478Hq9GDNmTFpkuuuuu7B//37j74YbbkBVVRVGjx4dd58TTzwRkiThww8/TIsMBJEKpOQQfZ7zzjsPn332WUJrTmNjI+bOnYtnnnkGmzdvxvbt2/HQQw/h4Ycfxty5cwEAl19+OSoqKjB37ly8/fbb2LFjB9588038+Mc/xp49ewCovs9/+MMfsGLFCnzxxRfYsGED7r77buM4V155JZYsWZJQ3p07d2Lv3r2YNWtWGs6eIAiCyCW++OILrFq1Cn/+859x2mmnYdKkSXj88cexd+9ePP/88wCAu+++G7Nnz8ZNN92EkSNH4r//+78xe/ZsSz9ff/01qqurk3JV+/TTTw03a/1v3LhxljbFxcWoqalBTU0N3nvvPTzwwAN49tlnUVNTE7dfr9eL4uJiiiElsoIj2wIQRLaZMGECTjjhBPzjH//AD3/4Q9s2AwYMwODBg3HLLbcYwZj6+5/+9KcA1If5W2+9hV/84hf45je/iba2NvTv3x9nn302ioqKAABXXXUVAoEA/vjHP+Kmm25CRUUFvvWtbxnH2bVrV6c/SE888QTOPfdcDBo0KE0jQBAEQeQKW7ZsgcPhwLRp04xt5eXlGDVqFLZs2QIA2LZtGy6++GLLfieddBL+7//+z3ifbLwpAIwaNQqrVq2ybNu7dy9mzpwZ03bjxo244oorcM8992DGjBmd9k0xpES2ICWHIAAsXboUP/vZz7BgwQJbJaOiogJ33XVXp/3U1NTg0UcfTdjmhz/8YVxlKpFvMwCEQiHcf//9WUkHShAEQfQcUok3dblcMeUMHI7YKeKBAwdw0UUX4Qc/+EHCAtpmKIaUyBbkrkYQAC688EJce+212Lt3b7ZFSciuXbvwP//zP0mtnhEEQRA9jzFjxsTEsRw5cgTbtm3D2LFjAaiWl3Xr1ln2i35fX1+PAwcOJK3odEYgEMDcuXMxevRoLF++PKl9vvzySwQCAYohJbICWXIIQiNThdjSiZ7IgCAIguidjBgxAnPnzsWCBQvwwAMPoLCwEIsXL0b//v2NGNAf/ehHOP3007F8+XLMmTMHa9aswcsvvwzGmNFPfX09Kioq8O677+Ib3/jGccv1wx/+ELt378bq1atx6NAhY3tZWRlcLpftPm+//TaGDh2KYcOGHffxCSJVyJJDEARBEASRQ/zlL3/BlClT8I1vfAPTp08H5xwvvfQSnE4nAGDGjBm4//77sXz5ckyaNAmvvPIKfvrTn1picERRxNVXX43HH388LTKtXbsW+/fvx9ixY9GvXz/j77333ou7zxNPPIEFCxak5fgEkSqMc86zLQRBEARBEATRdRYsWICtW7fi7bffNrYdOHAA48aNw4YNG7o9Wc1nn32Gs846C59//jmKi4u79dgEAZAlhyAIgiAIosdxxx134JNPPsH27dtx991349FHH8VVV11laVNTU4OHHnoIu3bt6nb59u/fj7/+9a+k4BBZgyw5BEEQBEEQPYxvf/vbePPNN9HW1oahQ4fiRz/6Ea677rpsi0UQOQMpOQRBEARBEARB9CrIXY0gCIIgCIIgiF4FKTkEQRAEQRAEQfQqSMkhCIIgCIIgCKJXQUoOQRAEQRAEQRC9ClJyCIIgCIIgCILoVZCSQxAEQRAEQRBEr4KUHIIgCIIgCIIgehWk5BAEQRAEQRAE0asgJYcgCIIgCIIgiF7F/wdyDTs8BkIvgwAAAABJRU5ErkJggg==" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 45 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "If we concatenate (And normalise) these simulated single channels, we can use the `BandPowerSeriesTransformer` to extract the power bands of the EEG signal. The transformer will return a 2D array with shape `(5_bands, n_timepoints//window_size)`, where each row represents a frequency band." + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-27T17:12:25.221188Z", + "start_time": "2024-11-27T17:12:25.029009Z" + } + }, + "cell_type": "code", + "source": [ + "from aeon_neuro.transformations.series import BandPowerSeriesTransformer\n", + "\n", + "single_channel = []\n", + "for x in EEG:\n", + " single_channel.append((x - x.mean()) / x.std())\n", + "single_channel = np.array(single_channel)\n", + "single_channel = single_channel.flatten()\n", + "plt.plot(single_channel)" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 46 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "The ``BandPowerTransformer`` takes a single series and transforms each channel using \n", + "a sliding wide. By default, it transforms a `(n_channels, n_timepoints)` EEG into `\n", + "(5, n_timepoints-window_length)` series, where each row represents a the \n", + "average of a frequency band over the channels. If we just transform one channel, we \n", + "can see how the power changes over time." + ] + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-27T17:13:52.803990Z", + "start_time": "2024-11-27T17:13:52.594021Z" + } + }, + "cell_type": "code", + "source": [ + "from aeon_neuro.transformations.series import BandPowerSeriesTransformer\n", + "\n", + "bp = BandPowerSeriesTransformer(window_size=window_size, sfreq=sfreq, stride=100)\n", + "X2 = bp.fit_transform(single_channel)\n", + "# Plot each row\n", + "for i in range(X2.shape[0]):\n", + " plt.plot(X2[i], label=f\"Band {noise_colors[i]}\")\n", + "\n", + "# Add labels, legend, and title\n", + "plt.xlabel(\"Time\")\n", + "plt.ylabel(\"Value\")\n", + "plt.title(\"Single Channel Power Bands\")\n", + "plt.legend()\n", + "plt.show()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 50 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "" + } + ], + "metadata": { + "kernelspec": { + "display_name": "aeon-neuro", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/pyproject.toml b/pyproject.toml index 1baecf1..f711a20 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,7 +43,7 @@ classifiers = [ ] requires-python = ">=3.8,<3.13" dependencies = [ - "aeon<0.12.0", + "aeon", "mne", "pyprep", "umap-learn",