From a507f561ec387fa63dce0b5f64c4e057412be998 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Sat, 27 Jan 2024 16:49:19 +0000 Subject: [PATCH 01/30] tidied up --- agrinet/train.py | 1 + 1 file changed, 1 insertion(+) diff --git a/agrinet/train.py b/agrinet/train.py index 3f8c96a..c25113a 100644 --- a/agrinet/train.py +++ b/agrinet/train.py @@ -114,6 +114,7 @@ def fit(train_ds, test_ds, steps): # day-month-year-hour-minute filetime = time.strftime("%d%m%y_%H%M") + tf.saved_model.save(generator, "./generator_{}".format(filetime)) tf.saved_model.save(discriminator, "./discriminator_{}".format(filetime)) From 20f520c0d402c80e2f96676be9b2081a38e44f5f Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Sat, 27 Jan 2024 18:14:43 +0000 Subject: [PATCH 02/30] Save model and weights, and update logger configuration --- agrinet/train.py | 14 ++++++------- agrinet/utils/LogManager.py | 42 +++++++++++++++++++++++++------------ 2 files changed, 36 insertions(+), 20 deletions(-) diff --git a/agrinet/train.py b/agrinet/train.py index c25113a..9f57e45 100644 --- a/agrinet/train.py +++ b/agrinet/train.py @@ -118,6 +118,12 @@ def fit(train_ds, test_ds, steps): tf.saved_model.save(generator, "./generator_{}".format(filetime)) tf.saved_model.save(discriminator, "./discriminator_{}".format(filetime)) + logger.debug( + "Model and weights saved at {} and {} respectively".format( + "./generator_{} ".format(filetime), " ./discriminator_{}".format(filetime) + ) + ) + try: generator.save_weights("./generator_weights_{}".format(filetime)) discriminator.save_weights("./discriminator_weights_{}".format(filetime)) @@ -125,12 +131,6 @@ def fit(train_ds, test_ds, steps): except Exception as e: logger.error("Error while saving weights : {}".format(e)) - logger.debug( - "Model and weights saved at {} and {} respectively".format( - "./generator_{} ".format(filetime), " ./discriminator_{}".format(filetime) - ) - ) - def parse_args(): parser = argparse.ArgumentParser() @@ -138,7 +138,7 @@ def parse_args(): "--data_dir", type=str, default="data", - help="Path to data directory", + help="Path to data directory. must contain train and test folders with images", required=True, ) parser.add_argument( diff --git a/agrinet/utils/LogManager.py b/agrinet/utils/LogManager.py index bbd8c05..db026d0 100644 --- a/agrinet/utils/LogManager.py +++ b/agrinet/utils/LogManager.py @@ -9,18 +9,8 @@ class LogManager: def get_logger(name=None): if LogManager.__instance is None: LogManager(name) - return LogManager.__instance.log - - def __init__(self, name=None): - if LogManager.__instance is not None: - raise Exception("This class is a singleton!") - else: - LogManager.__instance = self - self.log = logging.getLogger(name if name else __name__) - self.log.setLevel(logging.DEBUG) - - self.log.handlers.clear() # Clear existing handlers - + elif not LogManager.__instance.log.handlers: + # Add a new handler only if no handlers are present formatter = colorlog.ColoredFormatter( "%(asctime)s [%(name)s] %(log_color)s%(levelname)s%(reset)s - %(message)s", log_colors={ @@ -33,7 +23,33 @@ def __init__(self, name=None): ) handler = logging.StreamHandler() handler.setFormatter(formatter) - self.log.addHandler(handler) + LogManager.__instance.log.addHandler(handler) + + return LogManager.__instance.log + + def __init__(self, name=None): + if LogManager.__instance is not None: + raise Exception("This class is a singleton!") + else: + LogManager.__instance = self + self.log = logging.getLogger(name if name else __name__) + self.log.setLevel(logging.DEBUG) + + # Only set up handlers if they are not already configured + if not self.log.handlers: + formatter = colorlog.ColoredFormatter( + "%(asctime)s [%(name)s] %(log_color)s%(levelname)s%(reset)s - %(message)s", + log_colors={ + "DEBUG": "cyan", + "INFO": "green", + "WARNING": "yellow", + "ERROR": "red", + "CRITICAL": "red,bg_white", + }, + ) + handler = logging.StreamHandler() + handler.setFormatter(formatter) + self.log.addHandler(handler) def set_level(self, level): self.log.setLevel(level) From 72f416246f539017f0fdb8a568f854c2cb433fb6 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Sat, 27 Jan 2024 18:32:54 +0000 Subject: [PATCH 03/30] Added experiment naming and File output into single agg --- agrinet/train.py | 23 +++++++++++++++++------ 1 file changed, 17 insertions(+), 6 deletions(-) diff --git a/agrinet/train.py b/agrinet/train.py index 9f57e45..2a37e64 100644 --- a/agrinet/train.py +++ b/agrinet/train.py @@ -79,7 +79,7 @@ def train_step(input_image, target, step): tf.summary.scalar("gen_l1_loss", txt_gen_l1_loss, step=step) tf.summary.scalar("disc_loss", txt_disc_loss, step=step) - checkpoint_dir = "./training_checkpoints" + checkpoint_dir = f"./{args.name}/training_checkpoints" checkpoint_prefix = os.path.join(checkpoint_dir, "ckpt") checkpoint = tf.train.Checkpoint( generator_optimizer=generator_optimizer, @@ -115,18 +115,23 @@ def fit(train_ds, test_ds, steps): # day-month-year-hour-minute filetime = time.strftime("%d%m%y_%H%M") - tf.saved_model.save(generator, "./generator_{}".format(filetime)) - tf.saved_model.save(discriminator, "./discriminator_{}".format(filetime)) + tf.saved_model.save(generator, "./{}/generator_{}".format(args.name, filetime)) + tf.saved_model.save( + discriminator, "./{}/discriminator_{}".format(args.name, filetime) + ) logger.debug( "Model and weights saved at {} and {} respectively".format( - "./generator_{} ".format(filetime), " ./discriminator_{}".format(filetime) + "./{}/generator_{} ".format(args.name, filetime), + " ./{}/discriminator_{}".format(args.name, filetime), ) ) try: - generator.save_weights("./generator_weights_{}".format(filetime)) - discriminator.save_weights("./discriminator_weights_{}".format(filetime)) + generator.save_weights("./{}/generator_weights_{}".format(args.name, filetime)) + discriminator.save_weights( + "./{}/discriminator_weights_{}".format(args.name, filetime) + ) except Exception as e: logger.error("Error while saving weights : {}".format(e)) @@ -134,6 +139,12 @@ def fit(train_ds, test_ds, steps): def parse_args(): parser = argparse.ArgumentParser() + parser.add_argument( + "--name", + type=str, + help="Name of experiment, used for logging and saving checkpoints and weights", + required=True, + ) parser.add_argument( "--data_dir", type=str, From cdabd0fb2c3ad323f067367dba9a163367b6f093 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Sat, 27 Jan 2024 18:38:10 +0000 Subject: [PATCH 04/30] Added documentation --- agrinet/README.md | 30 ++++++++++++++++++++++++++++++ 1 file changed, 30 insertions(+) create mode 100644 agrinet/README.md diff --git a/agrinet/README.md b/agrinet/README.md new file mode 100644 index 0000000..084e18a --- /dev/null +++ b/agrinet/README.md @@ -0,0 +1,30 @@ +# AgriNet + +A RGB to NIR image translation model for agricultural aerial evaluation on vegetation and moisture data. + +## Datasets + +nirscene0 - 477 images +multiple scenes ranging in conditions, this was used as it is a good balance for generalisation. + +## Training + +CLI tool available via `python train.py --help` for more information. + +```man +usage: train.py [-h] --name NAME --data_dir DATA_DIR --batch_size BATCH_SIZE + --epochs EPOCHS [--lr LR] [--ext EXT] [--seed SEED] + +optional arguments: + -h, --help show this help message and exit + --name NAME Name of experiment, used for logging and saving + checkpoints and weights + --data_dir DATA_DIR Path to data directory. must contain train and test + folders with images + --batch_size BATCH_SIZE + Batch size for training + --epochs EPOCHS Number of epochs to train + --lr LR Learning rate for training + --ext EXT Extension of the images + --seed SEED Random seed for training +``` \ No newline at end of file From 0087ea5232d1b41f4cf8163852127d8cc9178cb1 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Sat, 27 Jan 2024 19:00:51 +0000 Subject: [PATCH 05/30] init tests + testDataLoader --- agrinet/README.md | 12 ++++++-- agrinet/__init__.py | 0 agrinet/tests/__init__.py | 0 agrinet/tests/testDataLoader.py | 51 +++++++++++++++++++++++++++++++++ 4 files changed, 61 insertions(+), 2 deletions(-) create mode 100644 agrinet/__init__.py create mode 100644 agrinet/tests/__init__.py create mode 100644 agrinet/tests/testDataLoader.py diff --git a/agrinet/README.md b/agrinet/README.md index 084e18a..6355a73 100644 --- a/agrinet/README.md +++ b/agrinet/README.md @@ -7,7 +7,9 @@ A RGB to NIR image translation model for agricultural aerial evaluation on veget nirscene0 - 477 images multiple scenes ranging in conditions, this was used as it is a good balance for generalisation. -## Training +## Tools + +### Training CLI tool available via `python train.py --help` for more information. @@ -27,4 +29,10 @@ optional arguments: --lr LR Learning rate for training --ext EXT Extension of the images --seed SEED Random seed for training -``` \ No newline at end of file +``` + +#### Unit tests + + ```bash + agrinet $ python -m unittest discover -q tests + ``` diff --git a/agrinet/__init__.py b/agrinet/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/agrinet/tests/__init__.py b/agrinet/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/agrinet/tests/testDataLoader.py b/agrinet/tests/testDataLoader.py new file mode 100644 index 0000000..f595f32 --- /dev/null +++ b/agrinet/tests/testDataLoader.py @@ -0,0 +1,51 @@ +import unittest + +import tensorflow as tf +from utils.DataLoader import load_image_test, load_image_train, resize + + +class TestImageDataFunctions(unittest.TestCase): + def setUp(self): + # Set up any necessary resources or configurations for tests + pass + + def tearDown(self): + # Clean up after tests + pass + + def test_load_image_train(self): + # Condition: input_image.shape != real_image.shape from the train dataset + image_file = "../assets/green-field.jpg" + input_image, real_image = load_image_train(image_file) + + self.assertIsInstance(input_image, tf.Tensor) + self.assertIsInstance(real_image, tf.Tensor) + self.assertEqual(input_image.shape, real_image.shape) + self.assertEqual(input_image.shape, (256, 256, 3)) + + def test_load_image_test(self): + # Condition: input_image.shape == real_image.shape from the test dataset + image_file = "../assets/green-field.jpg" + + input_image, real_image = load_image_test(image_file) + + self.assertIsInstance(input_image, tf.Tensor) + self.assertIsInstance(real_image, tf.Tensor) + self.assertEqual(input_image.shape, real_image.shape) + self.assertEqual(input_image.shape, (256, 256, 3)) + + def test_resize(self): + # Condition: input_image.shape == real_image.shape + input_image = tf.constant([[[1, 2, 3], [4, 5, 6]]], dtype=tf.float32) + real_image = tf.constant([[[7, 8, 9], [10, 11, 12]]], dtype=tf.float32) + height, width = 128, 128 + resized_input, resized_real = resize(input_image, real_image, height, width) + + self.assertIsInstance(resized_input, tf.Tensor) + self.assertIsInstance(resized_real, tf.Tensor) + self.assertEqual(resized_input.shape, resized_real.shape) + self.assertEqual(resized_input.shape, (128, 128, 3)) + + +if __name__ == "__main__": + unittest.main() From ade962e61d17804ea6139f4b5c9e01161cf2b1be Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Sat, 27 Jan 2024 21:43:32 +0000 Subject: [PATCH 06/30] chore: formatting --- agrinet/train.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agrinet/train.py b/agrinet/train.py index 2a37e64..4b4bb52 100644 --- a/agrinet/train.py +++ b/agrinet/train.py @@ -3,7 +3,7 @@ import time import tensorflow as tf -from utils.DataLoader import load_image_train, load_image_test +from utils.DataLoader import load_image_test, load_image_train from utils.LogManager import LogManager from utils.Model import ( Discriminator, From 736dcd8b70a924c8b8b0684c011718a75af333b4 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Sat, 27 Jan 2024 22:18:19 +0000 Subject: [PATCH 07/30] Added training metrics piping to tensorboard --- agrinet/README.md | 14 +++++++++++++- agrinet/train.py | 18 ++++++++++++++---- assets/image.png | Bin 0 -> 125661 bytes 3 files changed, 27 insertions(+), 5 deletions(-) create mode 100644 assets/image.png diff --git a/agrinet/README.md b/agrinet/README.md index 6355a73..f98d8a7 100644 --- a/agrinet/README.md +++ b/agrinet/README.md @@ -31,7 +31,19 @@ optional arguments: --seed SEED Random seed for training ``` -#### Unit tests +### Tensorboard + +For monitoring loss during training and viewing input and output space + +```bash +agrinet $ tensorboard --logdir={NAME}/logs +``` + +**Example view** + +![TB example view](../assets/image.png) + +### Unit tests ```bash agrinet $ python -m unittest discover -q tests diff --git a/agrinet/train.py b/agrinet/train.py index 4b4bb52..de87cdc 100644 --- a/agrinet/train.py +++ b/agrinet/train.py @@ -3,6 +3,7 @@ import time import tensorflow as tf +from tensorflow.summary import create_file_writer from utils.DataLoader import load_image_test, load_image_train from utils.LogManager import LogManager from utils.Model import ( @@ -20,6 +21,10 @@ def main(args): logger = LogManager.get_logger("AGRINET TRAIN") + # training logs + log_dir = os.path.join("./", args.name, "logs") + summary_writer = create_file_writer(log_dir) + # Gathering training logger.info("Building data pipeline...") @@ -74,10 +79,15 @@ def train_step(input_image, target, step): txt_gen_l1_loss = tf.convert_to_tensor(gen_l1_loss) txt_disc_loss = tf.convert_to_tensor(disc_loss) - tf.summary.scalar("gen_total_loss", txt_gen_total_loss, step=step) - tf.summary.scalar("gen_gan_loss", txt_gen_gan_loss, step=step) - tf.summary.scalar("gen_l1_loss", txt_gen_l1_loss, step=step) - tf.summary.scalar("disc_loss", txt_disc_loss, step=step) + with summary_writer.as_default(): + tf.summary.scalar("gen_total_loss", txt_gen_total_loss, step=step) + tf.summary.scalar("gen_gan_loss", txt_gen_gan_loss, step=step) + 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z*}4Sej{7E5Fthq{4z2V!k?hIzCX*JXaO|_S1~nebz(4jVz+LM+Bs`g0c60%;qxvQL zh#mK68cilsuy)~N^=$}OP{M%U-Ue|elDW+|Sr~Q}0 zaed3m;zl)^8FctNc&KK|LCq1oNDq>(4bt-n=%irgrD7=O6~y6vAvxo1IX2opHa{mU zMAy~HkrfpEBlz1G@App?HGHE1gV+1w>Y`2%vNlEJ)U}0SpbL!7Ef%;nb%(_S9^Mgc z>x}Hep4`DN-3vpnesnI1V-oaX<)iZ#3X0qCq_tBsh6+G5L8%t*$)=Z_ZQ-L|7fM?*En4zy?QkIVuYPUOdym`IPG%k;eJXh? zACIwo?6`A1)75fN2kD|Y^QB+k)ZDETw4dHFv%CHQ%?!v#Q-b2mvmN(h>>qy8zpYos zg+ Date: Sat, 27 Jan 2024 22:34:22 +0000 Subject: [PATCH 08/30] Add unit tests for LogManager class --- agrinet/tests/testLogManager.py | 33 +++++++++++++++++++++++++++++++++ agrinet/utils/LogManager.py | 1 + 2 files changed, 34 insertions(+) create mode 100644 agrinet/tests/testLogManager.py diff --git a/agrinet/tests/testLogManager.py b/agrinet/tests/testLogManager.py new file mode 100644 index 0000000..b8e2fa1 --- /dev/null +++ b/agrinet/tests/testLogManager.py @@ -0,0 +1,33 @@ +import unittest +from io import StringIO +from unittest.mock import patch + +from utils.LogManager import LogManager + + +class TestLogManager(unittest.TestCase): + def setUp(self): + # Redirect stdout to capture log messages + self.mock_stdout = StringIO() + patch("sys.stdout", self.mock_stdout).start() + + def tearDown(self): + # Clean up and restore stdout + patch.stopall() + + def test_singleton_instance(self): + with self.assertRaises(Exception) as context: + log_manager1 = LogManager() + log_manager2 = LogManager() + del log_manager1, log_manager2 + + self.assertEqual(str(context.exception), "This class is a singleton!") + + def test_get_logger(self): + log_manager = LogManager() + logger = log_manager.get_logger("test_logger") + self.assertEqual(logger.name, "utils.LogManager") + + +if __name__ == "__main__": + unittest.main() diff --git a/agrinet/utils/LogManager.py b/agrinet/utils/LogManager.py index db026d0..203a28a 100644 --- a/agrinet/utils/LogManager.py +++ b/agrinet/utils/LogManager.py @@ -33,6 +33,7 @@ def __init__(self, name=None): else: LogManager.__instance = self self.log = logging.getLogger(name if name else __name__) + self.log.setLevel(logging.DEBUG) # Only set up handlers if they are not already configured From 1676a0c4047af1ff895382f38440c972ee138595 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Sun, 28 Jan 2024 16:02:22 +0000 Subject: [PATCH 09/30] Add AgriNet CI workflow --- .github/workflows/agrinet.yml | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) create mode 100644 .github/workflows/agrinet.yml diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml new file mode 100644 index 0000000..ece2c96 --- /dev/null +++ b/.github/workflows/agrinet.yml @@ -0,0 +1,26 @@ +name: AgriNet CI + +on: + push: + branches: [ "main", "develop"] + pull_request: + branches: [ "main", "develop"] + +permissions: + contents: read + +jobs: + build: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v3 + - name: Set up Miniconda + uses: conda-incubator/setup-miniconda@v2 + with: + environment-file: environment.yml + - name: Activate conda environment + run: conda activate ai-utils + - name: Run unit tests + run: | + python -m unittest discover -q agrinet/tests From af5e8024901e11229ee13b1ba3cfab6e533ee175 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Sun, 28 Jan 2024 16:05:24 +0000 Subject: [PATCH 10/30] adjusted paths --- .github/workflows/agrinet.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml index ece2c96..48d9273 100644 --- a/.github/workflows/agrinet.yml +++ b/.github/workflows/agrinet.yml @@ -18,9 +18,9 @@ jobs: - name: Set up Miniconda uses: conda-incubator/setup-miniconda@v2 with: - environment-file: environment.yml + environment-file: ../../environment.yml - name: Activate conda environment run: conda activate ai-utils - name: Run unit tests run: | - python -m unittest discover -q agrinet/tests + python -m unittest discover -q ../../agrinet/tests From 92585a5b837a21d16df78af35d0b3cf70936fe00 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Sun, 28 Jan 2024 18:31:09 +0000 Subject: [PATCH 11/30] Reverted --- .github/workflows/agrinet.yml | 26 -------------------------- 1 file changed, 26 deletions(-) delete mode 100644 .github/workflows/agrinet.yml diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml deleted file mode 100644 index 48d9273..0000000 --- a/.github/workflows/agrinet.yml +++ /dev/null @@ -1,26 +0,0 @@ -name: AgriNet CI - -on: - push: - branches: [ "main", "develop"] - pull_request: - branches: [ "main", "develop"] - -permissions: - contents: read - -jobs: - build: - runs-on: ubuntu-latest - - steps: - - uses: actions/checkout@v3 - - name: Set up Miniconda - uses: conda-incubator/setup-miniconda@v2 - with: - environment-file: ../../environment.yml - - name: Activate conda environment - run: conda activate ai-utils - - name: Run unit tests - run: | - python -m unittest discover -q ../../agrinet/tests From d34f44c198cf3dde8790b6bfe1c6831e1f85473a Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 10:47:28 +0000 Subject: [PATCH 12/30] Added LR support --- agrinet/train.py | 4 ++-- agrinet/utils/Model.py | 6 ++---- 2 files changed, 4 insertions(+), 6 deletions(-) diff --git a/agrinet/train.py b/agrinet/train.py index de87cdc..609cbcc 100644 --- a/agrinet/train.py +++ b/agrinet/train.py @@ -56,7 +56,7 @@ def train_step(input_image, target, step): ) gen_total_loss, gen_gan_loss, gen_l1_loss = generator_loss( - disc_generated_output, gen_output, target + disc_generated_output, gen_output, target, args.lr ) disc_loss = discriminator_loss(disc_real_output, disc_generated_output) @@ -177,7 +177,7 @@ def parse_args(): required=True, ) parser.add_argument( - "--lr", type=float, default=1e-3, help="Learning rate for training" + "--lr", type=float, default=100, help="Learning rate for training" ) parser.add_argument( "--ext", type=str, default="jpg", help="Extension of the images" diff --git a/agrinet/utils/Model.py b/agrinet/utils/Model.py index 633b852..43433c3 100644 --- a/agrinet/utils/Model.py +++ b/agrinet/utils/Model.py @@ -1,7 +1,6 @@ import tensorflow as tf OUTPUT_CHANNELS = 3 -LAMBDA = 100 generator_optimizer = tf.keras.optimizers.Adam(2e-4, beta_1=0.5) discriminator_optimizer = tf.keras.optimizers.Adam(2e-4, beta_1=0.5) @@ -112,13 +111,13 @@ def Generator(): loss_object = tf.keras.losses.BinaryCrossentropy(from_logits=True) -def generator_loss(disc_generated_output, gen_output, target): +def generator_loss(disc_generated_output, gen_output, target, lr): gan_loss = loss_object(tf.ones_like(disc_generated_output), disc_generated_output) # Mean absolute error l1_loss = tf.reduce_mean(tf.abs(target - gen_output)) - total_gen_loss = gan_loss + (LAMBDA * l1_loss) + total_gen_loss = gan_loss + (lr * l1_loss) return total_gen_loss, gan_loss, l1_loss @@ -165,4 +164,3 @@ def discriminator_loss(disc_real_output, disc_generated_output): total_disc_loss = real_loss + generated_loss return total_disc_loss - From e91e53659a2b8d73ba0eeeaefddb715c8b6d6ea9 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 10:49:07 +0000 Subject: [PATCH 13/30] Update README.md --- agrinet/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/agrinet/README.md b/agrinet/README.md index f98d8a7..4b28e3d 100644 --- a/agrinet/README.md +++ b/agrinet/README.md @@ -20,9 +20,9 @@ usage: train.py [-h] --name NAME --data_dir DATA_DIR --batch_size BATCH_SIZE optional arguments: -h, --help show this help message and exit --name NAME Name of experiment, used for logging and saving - checkpoints and weights + checkpoints and weights in one directory --data_dir DATA_DIR Path to data directory. must contain train and test - folders with images + folders with images (see --ext) --batch_size BATCH_SIZE Batch size for training --epochs EPOCHS Number of epochs to train From 724ce1749c49bfb426d709b639b7da65e5c3d4ea Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 11:20:55 +0000 Subject: [PATCH 14/30] CICD take 2 --- .github/workflows/agrinet.yml | 39 +++++++++++++++++++++++++++++++++++ 1 file changed, 39 insertions(+) create mode 100644 .github/workflows/agrinet.yml diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml new file mode 100644 index 0000000..1a80143 --- /dev/null +++ b/.github/workflows/agrinet.yml @@ -0,0 +1,39 @@ +name: AgriNet CI + +on: + push: + branches: + - main + - develop + + pull_request: + branches: + - main + - develop + +jobs: + runtests: + name: conda ($) + runs-on: $ + strategy: + fail-fast: false + matrix: + os: ["ubuntu-latest"] + defaults: + run: + shell: bash -l {0} + steps: + - uses: actions/checkout@v2 + - uses: conda-incubator/setup-miniconda@v2 + with: + miniconda-version: 'latest' + channels: conda-forge + mamba-version: "*" + channel-priority: true + auto-update-conda: false + auto-activate-base: false + environment-file: environment.yml + activate-environment: ai-utils + + + From 2e8574b825ecca76789c03f1fb3a9193d847ed05 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 11:29:09 +0000 Subject: [PATCH 15/30] updated readme and added test runner --- .github/workflows/agrinet.yml | 14 +++++++++++--- README.md | 2 ++ agrinet/README.md | 2 ++ 3 files changed, 15 insertions(+), 3 deletions(-) diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml index 1a80143..5f5af6d 100644 --- a/.github/workflows/agrinet.yml +++ b/.github/workflows/agrinet.yml @@ -13,7 +13,7 @@ on: jobs: runtests: - name: conda ($) + name: Build and test runs-on: $ strategy: fail-fast: false @@ -23,8 +23,10 @@ jobs: run: shell: bash -l {0} steps: - - uses: actions/checkout@v2 - - uses: conda-incubator/setup-miniconda@v2 + - name: Checkout + uses: actions/checkout@v2 + - name: Setup Miniconda + uses: conda-incubator/setup-miniconda@v2 with: miniconda-version: 'latest' channels: conda-forge @@ -34,6 +36,12 @@ jobs: auto-activate-base: false environment-file: environment.yml activate-environment: ai-utils + - name: Run tests + run: python -m unittest discover -q agrinet/tests + + + + diff --git a/README.md b/README.md index 11a869d..9ecd730 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,7 @@ # AI-utils +[![AgriNet CI](https://github.com/ULAS-HiPR/AI-utils/actions/workflows/agrinet.yml/badge.svg)](https://github.com/ULAS-HiPR/AI-utils/actions/workflows/agrinet.yml) + Central repository for all AI/ML scripts, notebooks, and experiments. ## Getting Started diff --git a/agrinet/README.md b/agrinet/README.md index 4b28e3d..5e46ee8 100644 --- a/agrinet/README.md +++ b/agrinet/README.md @@ -1,5 +1,7 @@ # AgriNet +[![AgriNet CI](https://github.com/ULAS-HiPR/AI-utils/actions/workflows/agrinet.yml/badge.svg)](https://github.com/ULAS-HiPR/AI-utils/actions/workflows/agrinet.yml) + A RGB to NIR image translation model for agricultural aerial evaluation on vegetation and moisture data. ## Datasets From 0a366f17c5b8e40da060399f56e9a263fb493828 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 11:30:20 +0000 Subject: [PATCH 16/30] addedd runs on --- .github/workflows/agrinet.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml index 5f5af6d..4d8b36f 100644 --- a/.github/workflows/agrinet.yml +++ b/.github/workflows/agrinet.yml @@ -14,7 +14,7 @@ on: jobs: runtests: name: Build and test - runs-on: $ + runs-on: ${{ matrix.os }} strategy: fail-fast: false matrix: From f59556a1991cc8fe122442d932185ac03f0088ab Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 11:36:32 +0000 Subject: [PATCH 17/30] z --- .github/workflows/agrinet.yml | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml index 4d8b36f..64537b2 100644 --- a/.github/workflows/agrinet.yml +++ b/.github/workflows/agrinet.yml @@ -13,7 +13,7 @@ on: jobs: runtests: - name: Build and test + name: miniconda runs-on: ${{ matrix.os }} strategy: fail-fast: false @@ -21,7 +21,7 @@ jobs: os: ["ubuntu-latest"] defaults: run: - shell: bash -l {0} + shell: bash -l {0} steps: - name: Checkout uses: actions/checkout@v2 @@ -29,9 +29,7 @@ jobs: uses: conda-incubator/setup-miniconda@v2 with: miniconda-version: 'latest' - channels: conda-forge mamba-version: "*" - channel-priority: true auto-update-conda: false auto-activate-base: false environment-file: environment.yml From bb6d18fc154886a554d5baf938f7ef696a4d2e92 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 11:38:32 +0000 Subject: [PATCH 18/30] no mamba --- .github/workflows/agrinet.yml | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml index 64537b2..7ef3797 100644 --- a/.github/workflows/agrinet.yml +++ b/.github/workflows/agrinet.yml @@ -13,7 +13,7 @@ on: jobs: runtests: - name: miniconda + name: conda runs-on: ${{ matrix.os }} strategy: fail-fast: false @@ -21,7 +21,7 @@ jobs: os: ["ubuntu-latest"] defaults: run: - shell: bash -l {0} + shell: bash -l {0} steps: - name: Checkout uses: actions/checkout@v2 @@ -29,7 +29,6 @@ jobs: uses: conda-incubator/setup-miniconda@v2 with: miniconda-version: 'latest' - mamba-version: "*" auto-update-conda: false auto-activate-base: false environment-file: environment.yml From ac52a6fb9695f64322cd45ca58622c61fb0b414b Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 11:42:50 +0000 Subject: [PATCH 19/30] Update miniconda setup in GitHub workflow --- .github/workflows/agrinet.yml | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml index 7ef3797..a51f16c 100644 --- a/.github/workflows/agrinet.yml +++ b/.github/workflows/agrinet.yml @@ -25,14 +25,16 @@ jobs: steps: - name: Checkout uses: actions/checkout@v2 - - name: Setup Miniconda + - name: Setup miniconda uses: conda-incubator/setup-miniconda@v2 with: - miniconda-version: 'latest' - auto-update-conda: false - auto-activate-base: false - environment-file: environment.yml + auto-update-conda: true + miniforge-variant: Mambaforge + channels: conda-forge + python-version: 3.8 activate-environment: ai-utils + environment-file: environment.yml + use-mamba: true - name: Run tests run: python -m unittest discover -q agrinet/tests From 8e448e9b57d851c96a69b2399b57b4e035f9eb1b Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 14:06:11 +0000 Subject: [PATCH 20/30] Added reqs so pip can be used too --- README.md | 5 ++++ requirements.txt | 75 ++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 80 insertions(+) create mode 100644 requirements.txt diff --git a/README.md b/README.md index 9ecd730..d2d9cd6 100644 --- a/README.md +++ b/README.md @@ -17,6 +17,11 @@ conda env create -f environment.yml # if you don't have the conda env created conda activate ai-utils ``` +```bash +# if you need to use pip +pip install -r requirements.txt +``` + _Note: Conda is used because it let's use pip packages also and we can control the python version. It is a bit more powerful and is easier to work with in the long run. Install either [anaconda](https://www.anaconda.com/download/) or [miniconda](https://docs.conda.io/projects/miniconda/en/latest/miniconda-install.html) to use it._ ## Directory Structure diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..4cddb6e --- /dev/null +++ b/requirements.txt @@ -0,0 +1,75 @@ +absl-py==2.1.0 +appnope==0.1.3 +asttokens==2.4.1 +astunparse==1.6.3 +cachetools==5.3.2 +certifi==2023.11.17 +charset-normalizer==3.3.2 +colorlog==6.8.2 +comm==0.2.1 +contourpy==1.2.0 +cycler==0.12.1 +debugpy==1.8.0 +decorator==5.1.1 +executing==2.0.1 +flatbuffers==23.5.26 +fonttools==4.47.2 +gast==0.5.4 +google-auth==2.27.0 +google-auth-oauthlib==1.2.0 +google-pasta==0.2.0 +grpcio==1.60.0 +h5py==3.10.0 +idna==3.6 +ipykernel==6.29.0 +ipython==8.20.0 +jedi==0.19.1 +jupyter_client==8.6.0 +jupyter_core==5.7.1 +keras==2.15.0 +kiwisolver==1.4.5 +libclang==16.0.6 +Markdown==3.5.2 +MarkupSafe==2.1.4 +matplotlib==3.8.2 +matplotlib-inline==0.1.6 +ml-dtypes==0.2.0 +nest-asyncio==1.6.0 +numpy==1.26.3 +oauthlib==3.2.2 +opencv-python==4.9.0.80 +opt-einsum==3.3.0 +packaging==23.2 +parso==0.8.3 +pexpect==4.9.0 +pillow==10.2.0 +platformdirs==4.1.0 +prompt-toolkit==3.0.43 +protobuf==4.23.4 +psutil==5.9.8 +ptyprocess==0.7.0 +pure-eval==0.2.2 +pyasn1==0.5.1 +pyasn1-modules==0.3.0 +Pygments==2.17.2 +pyparsing==3.1.1 +python-dateutil==2.8.2 +pyzmq==25.1.2 +requests==2.31.0 +requests-oauthlib==1.3.1 +rsa==4.9 +six==1.16.0 +stack-data==0.6.3 +tensorboard==2.15.1 +tensorboard-data-server==0.7.2 +tensorflow==2.15.0 +tensorflow-estimator==2.15.0 +tensorflow-io-gcs-filesystem==0.35.0 +termcolor==2.4.0 +tornado==6.4 +traitlets==5.14.1 +typing_extensions==4.9.0 +urllib3==2.1.0 +wcwidth==0.2.13 +Werkzeug==3.0.1 +wrapt==1.14.1 From 2008ad5b682b96f5b323ea777dd28a1769f7b26a Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 14:40:19 +0000 Subject: [PATCH 21/30] Switched to pip for ci --- .github/workflows/agrinet.yml | 23 +++++++---------------- 1 file changed, 7 insertions(+), 16 deletions(-) diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml index a51f16c..014cb97 100644 --- a/.github/workflows/agrinet.yml +++ b/.github/workflows/agrinet.yml @@ -13,7 +13,7 @@ on: jobs: runtests: - name: conda + name: pip runs-on: ${{ matrix.os }} strategy: fail-fast: false @@ -25,22 +25,13 @@ jobs: steps: - name: Checkout uses: actions/checkout@v2 - - name: Setup miniconda - uses: conda-incubator/setup-miniconda@v2 + - name: Set up Python + uses: actions/setup-python@v2 with: - auto-update-conda: true - miniforge-variant: Mambaforge - channels: conda-forge python-version: 3.8 - activate-environment: ai-utils - environment-file: environment.yml - use-mamba: true + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install -r requirements.txt - name: Run tests run: python -m unittest discover -q agrinet/tests - - - - - - - From 26895a47ed30d156c36b9d8fc5fa108cee762d87 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 14:41:03 +0000 Subject: [PATCH 22/30] changed py version --- .github/workflows/agrinet.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml index 014cb97..17a984b 100644 --- a/.github/workflows/agrinet.yml +++ b/.github/workflows/agrinet.yml @@ -28,7 +28,7 @@ jobs: - name: Set up Python uses: actions/setup-python@v2 with: - python-version: 3.8 + python-version: 3.10 - name: Install dependencies run: | python -m pip install --upgrade pip From fee1aa38571ddb503c6c1923878b2f2bfe7890a6 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 14:42:17 +0000 Subject: [PATCH 23/30] Update Python version to 3.9 --- .github/workflows/agrinet.yml | 11 ++--------- 1 file changed, 2 insertions(+), 9 deletions(-) diff --git a/.github/workflows/agrinet.yml b/.github/workflows/agrinet.yml index 17a984b..bb0390b 100644 --- a/.github/workflows/agrinet.yml +++ b/.github/workflows/agrinet.yml @@ -14,21 +14,14 @@ on: jobs: runtests: name: pip - runs-on: ${{ matrix.os }} - strategy: - fail-fast: false - matrix: - os: ["ubuntu-latest"] - defaults: - run: - shell: bash -l {0} + runs-on: ubuntu-latest steps: - name: Checkout uses: actions/checkout@v2 - name: Set up Python uses: actions/setup-python@v2 with: - python-version: 3.10 + python-version: 3.9 - name: Install dependencies run: | python -m pip install --upgrade pip From a0bafe38d7f054cfa2f7accde509aa11f754750c Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 14:43:38 +0000 Subject: [PATCH 24/30] Update ipython version in requirements.txt --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 4cddb6e..b91d13d 100644 --- a/requirements.txt +++ b/requirements.txt @@ -22,7 +22,7 @@ grpcio==1.60.0 h5py==3.10.0 idna==3.6 ipykernel==6.29.0 -ipython==8.20.0 +ipython==8.1.1 jedi==0.19.1 jupyter_client==8.6.0 jupyter_core==5.7.1 From 6d8c1eb7613f9f61ac15b3616b955cb1f39580eb Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Mon, 29 Jan 2024 14:53:31 +0000 Subject: [PATCH 25/30] fixed relative package issue --- agrinet/tests/testDataLoader.py | 12 +++++++++--- agrinet/tests/testLogManager.py | 8 +++++++- 2 files changed, 16 insertions(+), 4 deletions(-) diff --git a/agrinet/tests/testDataLoader.py b/agrinet/tests/testDataLoader.py index f595f32..7ee5c41 100644 --- a/agrinet/tests/testDataLoader.py +++ b/agrinet/tests/testDataLoader.py @@ -1,5 +1,11 @@ -import unittest +import sys +import os + +# fixes "ModuleNotFoundError: No module named 'utils'" +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))) +# flake8: noqa +import unittest import tensorflow as tf from utils.DataLoader import load_image_test, load_image_train, resize @@ -15,7 +21,7 @@ def tearDown(self): def test_load_image_train(self): # Condition: input_image.shape != real_image.shape from the train dataset - image_file = "../assets/green-field.jpg" + image_file = "assets/green-field.jpg" input_image, real_image = load_image_train(image_file) self.assertIsInstance(input_image, tf.Tensor) @@ -25,7 +31,7 @@ def test_load_image_train(self): def test_load_image_test(self): # Condition: input_image.shape == real_image.shape from the test dataset - image_file = "../assets/green-field.jpg" + image_file = "assets/green-field.jpg" input_image, real_image = load_image_test(image_file) diff --git a/agrinet/tests/testLogManager.py b/agrinet/tests/testLogManager.py index b8e2fa1..8031b68 100644 --- a/agrinet/tests/testLogManager.py +++ b/agrinet/tests/testLogManager.py @@ -1,7 +1,13 @@ +import sys +import os + +# fixes "ModuleNotFoundError: No module named 'utils'" +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))) + +# flake8: noqa import unittest from io import StringIO from unittest.mock import patch - from utils.LogManager import LogManager From 3e59e51063642cc9e3e3271e346b5b67a4b7f2e9 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Tue, 30 Jan 2024 12:11:24 +0000 Subject: [PATCH 26/30] sample pipeline for parsing NIR --- notebooks/nd_parser.ipynb | 365 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 365 insertions(+) create mode 100644 notebooks/nd_parser.ipynb diff --git a/notebooks/nd_parser.ipynb b/notebooks/nd_parser.ipynb new file mode 100644 index 0000000..8a46300 --- /dev/null +++ b/notebooks/nd_parser.ipynb @@ -0,0 +1,365 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parsing normalised difference indices\n", + "Final step in post processing for vegetation and irrigation markers from NIR calculated from cGAN images.\n", + "The aim is to be able to classify the index values into vegetation and irrigation markers so we can provide more actionable results to the end user." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import pathlib\n", + "import numpy as np\n", + "import tensorflow as tf\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "dataset_path = pathlib.Path(\"/Users/adambyrne/Datasets/nirscene0x/train\")\n", + "image_data = tf.io.read_file(str(dataset_path / \"country_0000.jpg\"))\n", + "image = tf.io.decode_jpeg(image_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "def load(image_file):\n", + " image = tf.io.read_file(image_file)\n", + " image = tf.io.decode_jpeg(image)\n", + "\n", + " w = tf.shape(image)[1]\n", + " w = w // 2\n", + " input_image = image[:, w:, :]\n", + " real_image = image[:, :w, :]\n", + "\n", + " input_image = tf.cast(input_image, tf.float32)\n", + " real_image = tf.cast(real_image, tf.float32)\n", + "\n", + " input_image = tf.image.resize(input_image, [256, 256])\n", + " real_image = tf.image.resize(real_image, [256, 256])\n", + "\n", + " return real_image, input_image" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Sample images from the training set" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "inp, re = load(str(dataset_path / \"country_0000.jpg\"))\n", + "plt.figure()\n", + "plt.imshow(inp / 255.0)\n", + "plt.figure()\n", + "plt.imshow(re / 255.0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# NDVI calculated from NIR and RGB bands\n", + "`NDVI = (NIR - RED) / (NIR + RED)`\n", + "\n", + "Normalised difference vegetation index (NDVI) is a simple graphical indicator that can be used to analyse remote sensing measurements, typically but not necessarily from a space platform, and assess whether the target being observed contains live green vegetation or not." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ndvi = (re[:, :, 0] - inp[:, :, 2]) / (re[:, :, 0] + inp[:, :, 2])\n", + "\n", + "plt.figure()\n", + "plt.imshow(ndvi)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# NDWI calculated from NIR and GREEN bands\n", + "`NDWI = (GREEN - NIR) / (GREEN + NIR)`\n", + "\n", + "The Normalized Difference Water Index (NDWI) is a normalized ratio of the green and NIR bands designed to enhance water features and suppress land features." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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vfCH2798PAPjlX/5lWGvxiU98Anme45ZbbsHrXve6Ez2MiIiIiIgIWCjYNTrN17r96YwTriT823/7b4/4+3g8xi/+4i/iF3/xF0/0oSMiIiIiIlowTDBrDBesdfvTGWevehQRERERERFxRMQGTxERERERZyxOROJhTFyMiIiIiIg4A8EnoAskn8WMi1FJiIiIiIg4Y2FAMGts0LTW7U9nnL3qUURERERERMQRET0JERERERFnLCyvPafA8gkazGmIqCRERERERJyxsCcgJ2Gt25/OOHvPPCIiIiIiIuKIiEpCRMRJhNl9yakewimH2X1J+EQ8cTie6928R0f6nMixHf7WU07Y/o4ECzohn8eD173udXjwwQcxHA5x++234wUveMGq677yla8EM7c+0zonX3vttdi1axcGgwE++9nP4pJLTu57FZWEiIiTjLNdQOrt94VPxInBqXqmTpTCoLffh/WX3n+CRnVkeMbFtX6OF1dddRWuu+46XHvttXjuc5+Lu+++G7fccgu2bNmy6jYLCwvYtm1b+Fx44YWt33/1V38Vb3jDG3DNNdfg8ssvR7/fxy233II8z497fMeKqCREREREREScYLzpTW/C9ddfj4985CO49957cc0112AwGODVr371qtswM/bu3Rs+jz32WOv3N77xjfit3/otfOpTn8I999yDq6++Gueeey5+4id+4qSdx1mXuPj7X//neO1l/98TesyLr/sdmJ7Fs77rkdby+XSEj+348DHt4zMPPA1v/qd/E74TMS7duB+vOOeL+Ineclh+pllrF1/3OwCA3/jRP8fV8/tbvx3vuf7RN74PD4834/m9BzCyGUac4hWz+/BQNcABm+N78xSHzACHrcVBm+Gu0ZPwzdE2fGNxKz705L+AArDXKIxYQ4NhQNhn5vDk9CC2KMIGPYN/8Y1/gY4u8Ybz/ga/cd/L8ba99+OXNn0Bj5ocX334XHTI4lEziw6V6JDBHFU4P+lizCV2GYNHq3loMNarIZ6VpfiDhQvxV3uejb1Lc7j26Z/Cv7rkK8d0rr9ylzwrV2+4DSUrvPqeq3HJxv0oTIIHD23ETz/lS9iQ9JFRhZ+Z241HqiF2mllclCxjn8mwZDvoc4aLkkNYpwwuvGDPMV/nd331R/C2Z958XPfmSHjr3f8KM6rAY+UcXrHhDqxTY7z5oZ/ED2y6D8/pPoIffco/Hdf+/uSbL8BHd78QWztLeMrMPjyz+yg+uncHvm/D/fjx2a9iu87wpSLDYTODf9kbtLY9ZAbYZQhfL7bi4WIzLsn34LJsH75WbMVz8z24+AjX6dp7fgz/fsOduKeYxx39S/Dy+buwz/Qw4hTPyQ7gnmIDPnXoufj0//c9+NV/8Sk8KT2Ar4+346W9e/FQtQHfGJ2LkjUGNsO79ld42dw9+NT9z8Q3Rufizc/4zIrj/VMxxBcfehJ++os/j5986l14zcYv4Cnp7NT35pKPXQMAePBNvxKW/bPPvBk/fcEXcc36nfi/v70DDy9vxI9v+wp+5/aXQR9KANTrXvyn/w++96KH8M823IeLsn341MHvwRd3X4jSaPyz8x/A3z54KbauX8L//uHfPq57dSJwIhMX5+bmWsvH4zGKolixfpqmeN7znod3v/vdYRkz49Zbb8WOHTtWPc7s7CweeughKKXw5S9/GW9729vwta99DQBw8cUXY/v27bj11lvD+ouLi7jjjjuwY8cO3HTTTWs6x9VwWisJP5hdhb/EH4Xvl3z8nfjsjt9b4R75V195NdKPbkQxS7jhocdw3yPfRErAv/vGz+BgfwZ//dzrV0yCL9vwGtCG9XjzrX+FS9LFsPx4JkuPp/7mvcB52/DN/+vi1vJylvHiv3kTbnzqnx51///j4POhPrUxfGcF3PmUTcD3A8+/4FNHHcPLNrym9f2WQ380db2HH9121H39yqP/El96+EkwowQYKcw8muDCv3gMOLgAVJUboMU33v5d+Luf/J2w3ZfH5+CX/+fVmHtQoZwFLvihh/GOiz6FV935c7j4338bYLtiXE/9zXsBAH/y3S/ED8782dSxfuTw8/GZ3d+FGy77YzxazeP+4hzc3b8A5+WHsTVdwNPznfjDvS/BHz64FY/tn8fdF56HfpmjX2a49Gk34e/6z8Gjo43obP57PFCegz3lOtw/Ogd/u+tS7N+9Dt2HU/zt1ecCAP5peD6WqxyJsrBMeLC/CS9Y/zAuyffi6dkePPS5i1B1GX/1sgM4fMt2/NlzNuDZL3wUd/YvwjnZIubUCF/tn49clejqElvTRTy3+yD6dg7/Z3gR7l48H7mucE6+BLP+i/jDb34/7G0bMLvT4sO/8M/xmQfGuKN/Cb6v9y08Um7EJx/7HmzpLOMzdz8T535Wo7uvwN7ndfDxL5aAAjrfW6K0Gumfb8Tdl26ELgjr7rf48I/9M8z2RkgTg0u/6yZ8YfAcfG35XFw+/wC+NdyKfcUslsscz1m3E+dnB/HX92/C/zr8bGxIB3hG99t4avoYXvWVV6K4XZ7JwcUltp5/CP/uojvwX76yA0+5aQeuvORe/O2fvgBLzyjwX/75n+L/eecrkS1bVF3C/h8bIfvqDGwC/Pmr/1/8+N+9Hiq1uGnHh3D1l1+Fp2w+gLdc8L/ws7f+3/iTOxm6Y2AWUhQvSHBufhgP3nIxvvGsrXjW+Rfh49/K8Wt/+rOoOoyZyw5jcdcckFmkvRLnblrAK87/R1yQHcBv3Psv8fytj+L6R7dgz9+cj69vsvi77WM88/xd+PrfPgVffcZ22MsUntl5FDftvxz7xrN40pP+Eorq+rdvFdvwleEFuH3/xXj00Ho8c9tu/MCG+3DLvqfjx875Cv7mgXl8/OD34op1X0PJGn/+2PPwfRsewF1L5+OGrzwFl7xgLz61/7vxjw9fiPIZGvcPNmNQZfiXW+7CrYeejr+/6zJc9hv34MZnvBBPXb8Pd+09D4OLc3xteTv+ad82FJVGWSRIUgM8Ffh6fyvueexcPO3Xr0T38v142flfxy9s/AL+x9Kz8bm+wYLp4pyburjpXz8PT33+HqT0AJ50w38GRgp//2PX4d/9+19G9/ZvAr95L0AKDzber8O3bMeNL30h/sXsjfjMnc9Cd2eCP/6+Li69vkRy77fwVD+nbN2C4R8n+OIVl+G+p2/GUzfsw/++66nY/CWNvGB85vufha1/r7D/ybP4r/e+BK+c/xZmVQeg2aPONScCFieAltnlJOzcubO1/B3veAeuvfbaFetv3rwZSZJg7969reV79+7FZZddNvUY3/jGN/DqV78aX/nKV7Bu3Tr8yq/8Cr7whS/gGc94Bnbu3Ilt27aFfUzu0/92MkAATrsK0Lm5OSwuLuJfvvS9+Ktb3xKWv+zpb8U3f34TbMZ1IIUBThhILboPZCArAnZ4fgUyJL9rxiOv/dXWMS7+f38HIMDm7cvz8OvffNzjveh9Iig5mXKplRzf45FrfnXlOgAu/OBvg6r2g84EQDNYNbZ/7fTtvUXu0bQYWsf5vWPQ9C3kqXEvHrFbNgHWABIGNyZZKhsqnBs7GQKVsq+Hfrk9rnDtUp4eHPPHZbcOA2QJMIR0iZAtEno7LVQF6JKhRxZlT8n3woIqBhkGFKGc1Sh6CiAg7VvogqFKhh4bLJ2fI+tb5AdLlHMJbEpgArIlA1VYmI7G0gUJli8AynmGnauQ7EuRLRDywyzHGwNkGMU8obvfIh1YwAKcyHNIhmFzAhn5GwSwIjSNIDJA2q9Album7jeTa5hcIVssw2/lrNgArAhVT0GPGVQxVGnBiZL9EqDGFqqxDTGDiWAzQnNuZU3QhYUeWoAIYAYxoEoLmypYLSuPNmmM1ymMtgAzuxjpgKEL4PAlCt19jN4eg3S5QjGfwOQKTEA6sFCFRTIyoIrBCcGkCrq0oNKCLMMmCjbTYAXokQGnCqzkmOWcluMT0D9HY2afQW/XGKowGG7rYrhJo7+d0N3PSPuMZMRIFytwomA6hGTZwKZK7oV/dhlIlwxspsBarqMeW8AyWBP621MMtxDKWWDL3QZJ30CVct/C45kQ2I0LDFQzCmQAVTI4gXteZd2FixKYDpD0gdEWoOoxzIzF3H0a4w3AeGslz/ukvGOADCHpK3kPVP0+2ARQBQGKwUp+U6UbW8byGxNA8nvz/bvofb9Tz0/+FSaAKpIxN5aF58T9TxaAJbBm2BmL33rJJ/CD3YexWXeRknYrzUJt/T+Yn5/H0tLS5Ju9Zng58Qtf+kWMzGhN++roDq5//gdw3nnntca6midh+/bt2LVrF3bs2IHbb789LH/Pe96DF73oRXjhC1941GMmSYJ7770XH/vYx/Abv/Eb2LFjB77whS9g+/bt2LOnNiZvuukmMDNe8YpXrOkcVx3HSdnrEwQ1Nvghql3wKCtQSSD3MgSkFiozKNcxunsI2QKj6mnYXF4isoQL/6sIIy/PwvM/IZgv+i9tYQsAqyqpbmdNIbly4/YxLvzdVYS0XeU4hkTZ8dv/15Xjc5u3sNp6qFYf6moQZQX1xWvtj0DNWa25jhfoBHAmyy/8wG+H3+Q/rlVZg5Vqrb8oxCBLUAMFPQKyBQIngCqAZMxQlQh8VVhkRiZ51gRlrJvQGPnBEnqkAQL00MJmCmAGK8LsrgJkRMAmAwMmgBOF4aYE6dCCDNA5ZKFHCjYh2CxF/zzAdIDxesK6Byx0ySDLUJWCLkUQE8m4vMDVS9ZdFxbhpOQU2QlgsrIPADKBKwKVXnABVUdDueMkIwMYBoigjBaBygyyABVWrrsWwUdGjqsTAicKUByECSBCk1mUFGKAKjdOZlhNIMMgAspZjfywRTJikFXIFxm6EEWsc4CQH7ZIlyskyyVMrgGyUGOGMnJv9KCSW8oKGoDul6IoaSXXZygPKCcK1YwGLJAdLkCW3XqE0XrlFKMEmuCuOcN0CFQBeuyVPwuUFlQpeQYIMDnBpARiue7FnEK2bKFHjGRQ1c+eYXQOG5hcwyaEpG9qBccpLlAivEWIirKXGrkWxKJAyE0ld48BkwM2AToHgGpAGG9SGG8A9AiYvS9B/0JTK+ha3g0qCckSobNfnvnxehmkGohCUq5jsBXBTv79Ixkba/8iyuKL/svvuP2jFvimqSwyWMs5+msWXsGm4gAAznihirBJL2Oz7kKdAnpjXkN1QnMfALC0tHRMCs3+/ftRVRW2bt3aWr5169aWgD8SqqrC//k//ydUL/jtJvexdetW3HXXXce0z8eD0zpx8XN3vRv0Pc848kpeUDOhmjUAgHTI0IUIV2K0PkcD08rP1J00XsZjxunk05k859Uu3rFcVDrKB6v8TZCJSHmrm0EGSIZiMSZ9URLIAFQBsDKRiVD0gpZqi9opAMnAQJXWSUURPHpQQRWiHJBh6NJClRYmJ1QdBZsSkqFF92CFmf0GM/tELbM5o+qJ0CbDoEqsZvFwQTwSynsMRNgqI9uKsHTbMgdr1moFmynxHmTKCXXxQIAINiVRcPxtMhZJvwoKD6ta2aCq7aHxwjEIOq+sUf0gW+2EhhN+NlUwuYLpKBSzCnpkkB2u0D3AyJYMkoGFHjM6hxhpX7w3TKJoqEIUL1XW96T1yDgvDyf+fFgUGrhrlxCIRcFQhd+PGAlVVzmPCTkFot5/uP+2tuRtSjAZYbyOUMwRyh5hPK9g0lpIsnb3yTLSJYO0z0j74hkA3HVTbj2SsVHFQRlVpShEQVFIlYxTE0wOGOe5zA9b5IcYyRKBE4YeAzOPMZK+ks+AQAWJEm4APSbkC4xskaHHBF0QkgGQL2ClhTBtTuL2JxhLtQ6+8lVeMf9BnqWmZ8HtO6UKCgRNT7zI8V0g1/o5HpRliTvvvBNXXHFFWEZEuOKKK3Dbbbcd0z6UUnjWs56F3bt3AwAefPBB7N69u7XPubk5XH755ce8z8eD09qTAACvvul/4r89/VKwj4VPPoME0FgBIw30KpSzwHgdwXS45eZfFc1VaOLlWVURaGxkacrbdRxoPpx+Bj8a1nK81Y57vGi5Hxvuymm74on1m9+P4TjcuA+sZeidwwb5Yj2Zm0wFYUvMSJdFaNpciwAkoJxLkQwroGLYTANeMFpGsSETS3dkgjueDGP9Nwcw3QSsCVQx9j8rR7EBKOYt7IxBsqiR9gnDTWJVp33rPAfkLEcFm4qlq0cMk9cPsBdGgHNbK3mWghLAgKoYNiFx1S+L6W9zLcKno0UhqsRdb7oi8FSl0NlfyHJjYWZSQIvXpHUdlYQXvEvcC0IRBgSjRUizAgabNaqeCNOZxxSyhQLZQgFYd/zSQG2bQzWjMTwnQzJKoEcWydDdm7ELKWQaVBo578LCdpLai2IsbKIAIuhhiXw/i0ehl4pV7izyZMxQRsac7eujWL8OJge6jxFYMUxK6ByoUPWS8Jgrw0FZGG0h8aqMgfmHDDoHK5BlFPMylmRgkRwuofsl5iqLzoEEytjgyfBeDWIGlaLUMBG04qC8AfKcLl6YoJgH5h+yKOfF5T//kEVvd4FqRoNsgnTAsImMe+M9olyYlDDYrlDNMEwGjDdZzD1MyAcMVYhHQhdyz/rnEdiFE/w58pT3rOkJ8J5YmnxvmZxSzrKoobyz4oaiQfK7YlFywKdEQQBOHePiddddhxtvvBFf+tKX8MUvfhFvfOMb0ev1cMMNNwAAbrzxRuzcuRNve9vbAAC//uu/jttvvx333Xcf1q9fjze/+c248MIL8eEP18nt73//+/Frv/Zr+Na3voUHH3wQv/mbv4ldu3bhk5/85JrO70g47ZWEo8I23NEjjXLewsyIkgC0NeWpmBL/84s5vB2NHXhtOqw/Eb8Iy48ihCeVgUkPxVqF+NGw1n36CWiK9XFUBeBov3P7b4JMgmAJM2RLwL7nJLApI+kTNt0LZAtVmLwBr+SJFRysWHYWc0Ju7M6TkCix/CwATRhszcWKXCqhF8cYnZOj7Cp0DlYo1gNlj6EqAkYKNmOMNwLzD4nbnRXBZhALuoJ4J3Q9JlW5UEhCwbUP5y6X0DEH5cWHAGyiwZXfdyPXoGQMz8lgNdA5ZMSLUYhgtpkCJQSyCuVsIta8UzjgxiHXRI5HSixtQDwzsFYec2eRr3+ggsk1Fi5KwnWueqnkWWQKVVeDjLj8qw7B5BrdkqGHFVQh4RKvfLFWK58BBbB2XhPn6eDEhXbS2muiDIunxqFa14EaMzoHLaoOIeuL96Lq6Na7X80ojOc0xusJNmUJARJQdcTKV5WFHtmQs2A6CcYbU1QdQpUTbJpgbmeF7FABm+va+0MAtAr3xuQS2vDhpJl9FtkSYbhZQZWAGgP5YoXl8zOAgXzBIhlZjDaIEiahM8BqYLTFIjuokB8C0mWgnAVMRsiWGckYGM8TBtsUbGZrT4hqvF8T71H9t1NOCSGPIdyOyXmhqaSrej9eGWm+74btKVMUTgU+/vGPY8uWLXjnO9+Jbdu24a677sKVV14Zyhqf9KQnwdr6Wd2wYQOuv/56bNu2DYcOHcKdd96J7/u+78O9994b1nnve9+LXq+HD33oQ1i/fj3+4R/+AVdeeSXG4/FJO48zXkloGd+GYFPAZg3/G1Pzv6nbtxegfhGa++YJj8GEu+2IKaKT2x7LOkdbfzUBjSnLm8c4ln0fC6Zdz9WE/zF4DfxEREwrr61fzpKUpUcuGdIpBMZZ3f7vZGTq7a2LqSvZvqlEiEta3N1VV8GmALHCYItC2iV0MkJyeASrxU1dzGuYXDxUqiCXFCZjUpW4mZvPAlUW2rCMz1nBZCEC0f0enrFmPJlloarElc2ZeCVsSkHIA/UEz17AOzc7lRacS44CB4WDJB9VkRyLAT02LpbOUFAhhk7MMF0drE2fEKlhQDYBJySeGHdvq64kMuYL1oXo3Hh1HWIhYwFF7efWXRM41z0SF8dXBJVq2EyFZMXmM03+9rIIczkXn2TplEFdP0TN8IqqGMmAYDKg6gKjTYTOIQVVyL2oMuWuu+QuVDmh6rprqOp9ErNLMmzfk2DJu3WToQUZQjEr+RWsgeGmBFVX8hDEEyT5IV6xJCuekmRZIR0AifMe+BCQyWSeK+cI5RyHRMYVaMwH1PAAtNDYzu8/bMttL17LqwCWd9LfB/dDs/zS7PnuKYM68Xg84YJp+3g8+OAHP4gPfvCDU397yUte0vr+pje9CW9605uOus+3v/3tePvb3/64xvN4cForCRf8wTsA/OnU31YY3K007YbAPRbhvGLnU35qZjwyQmxuVcE8GTo4VkWheawjKQKr/d782U6fELxbe9X9rjbhNPd3pO2bu/LJTU7IT27D1JhsMPF98hAlOYEAbLt9HDLXR+s08kQs1GJdgmRgwvB0aVHMpTC5uJHDviy3chcWL0idCx5YvNSCKiBbSNDZl4vQYGDpAl1Xa1SQEsQDhJk9VtzQI9mnD30ow1AjqY6wqeQZKGMlyawi6HGdca8MB4FIhqFI4vDpUoHRlo4I/FQEriRlShJefqgCMVD2dH2dtYQnOCFYTeJZ8Jn9FsGroEeVuPcBEBu3vuRf9M9LYHIR+DP7LcbrtEuCA8bzGmlCyA+Wsk0qgjTrQ4TbSKojbE4okSIZGmh37W2moQeleA1SagleqxRs7nIMKIHpyNhU4ZI5Sc7HuuugSobpuAoIkvV8NYVPZBWPhNzvzmGDzmGgOqBw8LsURtsrjM5lCSeUcg+HmxSSEWNmbJEtGthUo5ohzO4yIMOoZlPooZH3XwEwDJOLF0WPLdTYwGai4KhCkmPJAvOPVBhtTjDaajC8wGL93SlyF4IBEbJFg8zRoZhMKlW23V5ivF6j7BGGWwnr7jcwGaF/rsJwK8MmU0qOmu/ipEfOJ0BTHW6Qe9/4Y1JRANqe0+BVIEk0trLfkhNYtKsA1l96PxYXcdKxFlrl5j7OVpzWSsKqoNUEOGGl9nAijreKQDxqwtAqEnzK2FqHYKpjipMrOWtgavrCFEdEXbrEYTvZzYRC4i3gqefhoBrrrgivTNmWG4pKc99BCePandn0GEyMxysO3d0Knf2MrG9d1r5BMmRkhyvYTGG4JcHiRQrJIHVlj5BM+6GBquoyN19dQCzudmJg3UMFRptSDDYrzD5MyA9JUt54U45kKHkGNklQrId4HAzBdCz65zGGWwnbbrehNJGsCCj/3SfxJYWRqgFVJ70pdq5vTVA+AY8QEhFNR5QeqahQMF0lwmjETkA7QVo5QWoBM+GeJ8vOwhcvi3gPSHIbtAtfKPGUpMsW+f4hqhnxJBA7Ie3CatmS5GYQA+V8ArBYy/OPGBRzOljwyodHcsAaBeIklPdxqmXsLpwQxg5XOkh1JQO7JEE9dMmempAuVu4awoU4dPCCMMk5iwUv521TBShAjyxUZbF0fgesGclhjbmHgXRoUc1oFHOuWsOVQZpZ8caoijGeVxhu0bApsOWuUrxVDJiehi4kJ6Ga0UhGkhSrCiNKTcUu8ZOw6Z8MijmFpYtE2zIpweRKnpVG2NLvz3QURhsVTA4kywjvrioR5h7W7hWeMGxa84l75yZztMLc4LxbftIJijoDBFEG2CcQu42orJV+ThgdKuvSx4jTCmemkjANPPGWrHE3k0J7haLAjf+nHfJIToNWmeBxjNe/oA0nyZE2byVfrrZi84RXO5fW+sfw+5H20VRkQHUJ5LR13L7IWd7W1Z17C9FqEodOaYFMQRdAtgBUXUIyAqhisYxd8h0TuSoEL4wIpAFUjGSpQJop5BncRO0SyHLCeD6BySQbXo1FaTFdhh4RVCXLyNXWW1WPmzUBSrkMe3d9G5ZzUFhCmIJB5JIWlVwhqxUGW9Ng+akKUKVcOcC5vRvXi9wxJKwgwtdqibuTU47grkVTQQBqV7lNNfSooQG3YtG1QGdSkrxnhWtC50rK56hO7gMDsO2HZvJV9fkjgLsWulYAyALNygtyJZ4Se6dwfLKQqocELqeCG9u4YSQkitIQyA8RrAa6B6zLBxFlIO2boNypUvJMrCakA4uxESVBxkyAAkxHwhP+PnqvBkDh3nhvQTKSkIbZrZAMhNejDh3VIRqTy/OaLVkkQwlFJEPJU6hyqZIInsyJa9qaFBoehRVRPFq5up8ryPr7RsG7QD5R0e0vhC7c74pW8Wo8ATiV4YYzAae1kvDoNe8AvvzUlT805Ioov23hCWCtukLY39RwRjO70X89iut/+gHcxs5zMK0sadr3FcOZgpaCcIRtj+aRWLnTKTsEVro4vcegpWxN/E0AucoDH/ucDD8AYrWoglBssOjul/ptm4slTAbCa6AI2UKFzgFGf3sKVQH5UgXT0TLpulp/PfTldEaqFpigjIEeV8gPjKDHGcgyxhtTlDMEVQKLT1Yo5kVg5AdlX8X2ArNfz9Ddx+geMAC5vAASq9fzNDBBrHeRE7C6kf2eKKjCBLIiZZyAdW5/kAi2w0+VbZIBMLOHoUtRmpioTspU7WsmFjqCRRq8JxWDU3KKgl9ZFKJ0WUpAy3WZhGJcomE1ox1ngwgzza7czyVbwnkwkoEJ58yJz8HgOrfCC0/LQfD7UsE6Bl4/P15R4aSuAgkWNIkVjVKUG19qaX31iBKh5j0zrAi2K9dsZm+FfFHBahHENiFAM7Ildl4KIa+S5woAK8w8VqDqdFD2xFMB1OWNqmDowgbviQ+j+JwTuHGYjKAKxrr7izopMyOX5EgwmULRI4w3iMLQOWAw85hxijJjPK9RzQBVD6HSoJ1AyGFOYVDtPUR9zZrvX8hToOY8J14yn7dSKz0ADIVy5Ml3W6oD2orCE9YFMioJa8JprSQcCdPu6arC7wi5AN7tfjzFBa2qh3rhhBZ/FI2h+ZIFAdk+kcmQCuMYHuTJ5MpgrU0oNm7MbMMK9UKaWA9+rG7SYdSTUHOfPPE/Jpc3rlszdAHUCYuM9n4UwBmjyiUBbLhZoeokGG9ilLNizW/4urDt5YcYm+4ZYGaPTJ5Sw26hoSSXwEJi9Yow3NZBdthVRKQKnCXiBlciBPKDJfJDIgjSxQw2FeKk4RYWxk9LGG9kqJKQDhWyhQrKsUom/aou66vcxOn4GJrxXVEkFIwiFBuyYI2mgwp6XKFYn+PwU1L0djKqGUIxB4w3EIp1GqpQ2HjvSFzpBKihEWGOmmnSZgrlnEZ+2LE0uvCFz+CnhpvfCyK5TY5bwt2vZGAk1p8TyhkCK7Ge9dgJt06Ccl4EtdzL2ivFimA6GmpsoIyF9V4BlpwNL8R98mgyFD4Ez5YKAKgYemTgeSAEGrahAPlkRTX2ioWCHptwPkb5khBHajWyUIpgOuQUjLragypAW4MDz+hAF0DaZ4w2ZcgXDTqH5JwIMqbetxuMVC6J0SYSRhivS9A9IEyNemzDMcgwqlSukx7XXguwBXoac9+2Ei5hCUlILgghW7ZIh0D3gCTXjjYBxUbrrrl7J70QZ3lGoTi8uiH015jjCP5dqb0jkkyKBvOqXDrhLKnnEvJ/u3fZ8KnzJkQ8fpyxSsLRMGlJP+71fX7AJFYz86clLDZ/D8uPMJjVxr3q8iPsz7/gLYWj8bevfZ623dGGeATtu3U9w2qr7HTSE0MT/6P+Xs4xTFcobW3HglPC0oUaSV9csnACx5emCr0vu4Q35VynXJMaOcbC0ZYOwC6GXzGqWY2qpzHcpFDOCUueGgOmK3XhqAj5QUK6zDVJkGWxqhWCFR4y9+GEp6mvgTJCPWy1CnTKyrh1fB6Bo9ll5Wh8uxA66gowXd0S9KYrAlOPLQi1gmS1goIkYzbvj+KamdJq55WwgDIWJtGwToArRyFNxhGVjW1gCCUDF1qo75cIK4RERxp59kdVK2WBAKlWiFm5SgGoQFDk4+UhNMOQktHSJ0I2M/AaShg3wiKaggJGVe0R8e59pM57z7KPcjbBaKOGzcjlC8izqQoOHpbmMf1z5RUVb31nSy5PhXx4S7wiYcReAKt6/9my0IULsyMaeTTOe5EQxnOEakautxoJGZNNESjS6wqh9vsWvJUNpT4ss87jYIVZc+qrzQQYDlVFtUdBvmtSp6S9dfQkrA1nrZLQwmpCdFo1waRVfEzScsqyyYdu8vvjKUNc7Tluuv8mvRvHsm0Tk/to/UZT11uh/5DM13DldUc8fnN/qykHQAhBmFkLQ86CIYAzi+G5jI13aWR9K5nlfiKupMzPMoBUwWb1sZKhKAj+Vo02aOgSSPtisVYzGsONCksX1ix52ZBQ9ZzALKVPQda3gfsARnw9IRYPhOoBifECykrmP5NwKFS5hs0V9EiInHzfgEBTXMjxbCLsjqwBPRRvTjmrkS6bYD1Xuao9A3DJjGWFqqMBKXJccV1tIpwNxglbXdQKgBem1j1fZBlJ37YS6/zxyNTCGEAQwMR1EqMIWxbeB69QTIRJWMvxlGXAVzVYTy5FQGVFeSBJ9+AKIdRiNYW/2144BO4CWEl09MLXJ0Zad4+4l2C8XqO/TdUU1dbTftvA1On5HGyqQhWGz5XwfSHyw1XYP1UM23Hb+GFZdz2c8qRKi2zJK9holXESy72qckI575QEAGlf/uaEYRshOwASyjPtJOdWelVjXgyhB+9ZJci721AYyJV8MqPhscDU9/WJRFQS1oYzU0mYZqUeSeYexeptrTftWBPa9wnBtPFMVTiOZV+oFYXVxjn5fbV1mwoVtyep1u5Uw5nCQDNviZxABGSi8rX88A2wJj0Hk/8fDY37QSON7h6FtG9hUkL/3AyqZGSLBlRYVLNpEB7ZQhni5MlyAdNJUKxLMdiSYHZngeE5KQ5elmL22xpVV8r6TN5QJDaLpe0b4EhDKYlHjzYmqHKx4Ga/XYSMerEQxUMgZXZKyiFTQuJKFVVlUXUTKVN056UdDfG6+wvs+54cpgNkhxS2fbHAcFOC0SaFhYs15h8COqUwK2aLLjciIeiytsKTfgVOheYZgFjiLAIu8Ae4JDqTKVeCZ4HSexB8nwkROMb97XkbyMp40+UKnt3SdBTUWIS8yRU0QcIDuZBb6VLKBauZ1LE6koQAnIfAdLR4dQrXdwLO+5BpmJkkhCm8AAcDicvtqLoKw40aM/vrBMpkUHNn6JERRUHB9aAQkqnRJo2DzyToIWHuYdmndiyUemxR9TTKucSFlizg+Cl8qWM1I3kGemyR9k2gsraJKHsmkzyRvF8GPghWhLRfNbwoCCWuZID8YAUQMNqYYLRZPEXdfRbZQq0MVT1CNVMreuU6Gxo/zeyW9aoeMN5oQwJs8/31ioB4Eup3LHgk3HzbYmlkAlu4PjrOk3WWkSmdKTitlYQj8SQElfhYBcuRsv5aWYOrbH+ilIOThSnWwVHX9ZjcJihGtQkyWeAxWWK1gtW0OR4PVwLX8hhMKgzTxje5H/ddL2lki4TZb0sXQkAUFmXErVv1EhFG7lxEEFWwmcbSxT1095dIBgYzjwHL52VQhjH3iCTfFXOE8QYIcdLYWcETeRiHL1VIhpKp7rs+kkVw4YNEuNhcuax7xnhTCqrEuj785I7EmfsuT2KTDkqGTzKkyqJzIMN4vViMxbyueQIKCtn/1Vwqgt2NzZdBAoAiIXSyqfRdCFUMjmJYiJzcppWt2Ri9UPClnJpaDIg+L8ETPZmszvTXQxuEP2tJbPNcAjYlGKVhE9VqbOWtZ/GguNwC37MCCJUYVDEU194M47psKreNKhj5YoMTw3l6fBWJzaUqwze48uEBXQDrvy4PUTLm4H0g65QBl9cRnnXrxmOcojK0IKcomlw5QczQPrnS1OdJDLDvr+ESOVkRylkVupOCfe8Pgi4Y6bLcB+Wqc2wq1Q5lT8pyQVLdo8dybFWJoqGMEDeZjii9nGDlu+1ynsh7MVZ4GBssjf5ZYbg8qVM7OYpNsjZPwHf69H4ycVorCUfFkbwDR3LnT8tOPNaEw5OFE3Xc47HGgdU9FU1FATjitfbu0dbm08YxqchQ4+8jjbO5TkPBSPuEbEHq3K2WEkmTu8ncWbu60VhILHuJDRezCp0DBD2ukBUGhy9NkS5LHNnnIVSz4kUg1yfAlyVKZj1jvMWgKMXyTPqEdChCoZqRigqwCChfC29ThSpX0CRehapHUEZBOSFYdevzs6mSDpLMyJbr5k8mk/3qsQiK0HjICXxihklVTWVsWQgcnSBsuZqdl0Bc2W6xRajxb+ZPhGvoGi7JMhHMJhdmRKWEPlv50ksocCohF1+WqCsLTnTISfBjDK2zE0eGVDiiIXcsaaxEgd6ZLIPAMN7D4KoQlJGESFG85LlRpv2AhWsVQjuiaKmKMfvt0nWgVGFM/vjkWTWBMC4ytaCXjpDKVSpQS8nwY5G/p+Q5+fueUOiqCSAkmaqCkZINnhqyjAoKlNbbUgWkS4xk4O6thet4ya49OcQD0EiUptbxGYEFc+K9byoErbwGAD5f8dT1bojhhrXgzFYSgMcnXFd5IOoX4RiOeaJqLKcud/8zHl/M73guydH2T/WK7RKqxheqJ9Mwqfqxt/bhMBkab667YnxOQ2juw/3d2Q+ky4yFizXSJUY5TxicazH/LY18wSLtA2UvCSV4AIBeChjGhm8MGuYzIRky+tsJB56jwJkrOzOE9JAS+mU3iSbLIlSqHqBGYsGVGwwOPkdBjQiqJOiR5C6oCph9NEG2KMcu5zXyBROE4qavjoJLejyv0TksAmW0OUXZdV0Du4S5Rw3mHjVY/y0XTvDllbp20Xf2l6h6KapMB6vZkzqxc4GrgZWeBp7ZsaoFmOlIXgQI4FSBHCEQVRbjzd06ea9i6KUSIELV1eJOzyi4r/161vXDUCVQzFMoZyx7CbLD4vaxfqwNa9poGa/pKqSPFUAlTaBMLvtLRgblXBrCDNmhAqabCNFUh0DDuuSymZ8hFrAbp+uM6T0jXuGwmqSEkqX6wbNn2pzq5lcAkqEJyYR64BvPUchFYa1hO4R02dZ02tp5uLTQWLN00W7nkBhGb08h9zcR8i9figgglNb6JmG6ZNAyQ33beS0sMPNYhfF6japT80AMNykcfoaV1tP+/QlJGBS8AwQXOmACWVphN4VkZUZjG0mUNKBTFm6ISsLacForCZdeP8YHb/q/0Km+KAtoigbexKRP/Cg3frWcw8ldTj3OicBqdZZrdSo0LfVj2d/RLHm/z2PZqOkhWM1LsNrlW+26NhUFvz8L9M8TIWQTiSmzBvRIKg6SIQeXdbOSgRMF0oDqlyg2dULuwMw+AyYtJYldb13K8bIFiV3bhNDdb1F1Cf1zJSZvOgxjFWzXQo01kgFhw7dMeBSTocV4XpIp88NGyvIaGfvE0negt7eUlsKuM6QuRKAZ16KaSYSLJ0ICAWVPISOpalje3sHMPoNkaKGXGyWYzGAWAWZSVXsEULM0+pLA0ATLxf5DUqFqEOlYRrFOuCTS5QqjnnZWOBzds8voLwFPDpEfguuuCWEgzLRUXowqmG4SBHo5nwRhbjNpIKXGBmRs6K0AAKkXzE7ZVIVTvCqqOQxcNYuvhvAC2VcrSE4AoBvXAHB9QJzVX85q5y2RxlU+BGByHbwwqqpgc+3oia3zlJDzCNiWoLWuBFbusfegSJWKf3dsSiHMZHLt+mbYVi6IPz/23rPMdYSsGMW8BhhIB462OpOGY5zboIy3adDd+FwlqXg76rLJFcnKTZDzcGlGSgaa1Cnp3RCxNpzWSgJ/+V50lobTf1yDNX+qIgqPGytezmPYZtLyPuYwBB35Ah3LsZsKyqSiMsUj0NrwGBUFYkLVs1L7bevHgQmtZkuBzRBiIVczMqHrfimTbCYTetq3SPuMdFm8ATZDiOumy4ysz2DFSMYWrBSSgVhUNpeuh+OUQ725lAraQHRUdcXdrsem4cJ31MyVWLGqMGCVSoMyZ/kHpsFAwUsYr5PeAnpcsxH6nhMAQjMlsnWJoU/eYy2CywIItMbuevqKBS+kwQBcZYa4n+vQQMi6Z98fAS1vABIIC6ZbR49FeQCk7NLmWkpDPbMf6seOUQtPX96oCjdey4CrFJCeDATWNRWwHtu6BBEIRgW5cUgJpLBzAt4y5hByIdcMzCsJNq2rN6yWfh0Erlkq2V0rV6Xg7xEZrpMwgxXOIJeDYROE51hCV83Hn6B8zkgiHA7UqDCZmqDc+JgUjkQLKGcI5SxJGKuRD8QQZs96B7UHVbwJ9avm1g6/eYQKjO8AAzx6EtaG01pJmApquL1PkLT/jng+jiacj3k/7v/JczpWr8I00qXJ/RNaVL1Tjz8tjDGpOAChlDE0gDKYjinXhhOWKcwSiq6tQx1ay6SuIRUNro3vaGOC8XqhSU5GWRDonItXQJdAfkgSwoSlUVy43UMWSV8SGvvbEthUFIfeHhms6RAOsriQTQYceprG7LcJ+WFCtlSis78Mwtu72NlVNlBVN/nRI/FmjDZr9PZK9nwxK/kMytXbL12oMPeIRedAiXRZqgBQARu/NpSyPLhwQWEB1+9BNS3a0oKUhtEEzhTgqijUyEgvh8S1zvZsgQwRtk6Q6TGDhsa51VWoGPHHrbrSlyFdrsJzoEdS9SDJgq7CI1MwM4mspwAmhWS5DLwSVFmU8ylsqqEcOZEX2Nq4yoGuuNV9lUm+b4BqPg+ud7iSx/BIW4aqLIoGAVNgqmS4fiANHgQfovCJqOCQpGhykpbjiqAHhZxTN8F4Q4pkYJEtyDIy1imTQigFACpRod8EJxDuBl0rGBK+US6/hsBGKm3SvntW3IOuSkfGRCqUrBLL/2WPsHAJYDsMMCNZ1jA9G8oaV3j6HAGWkKQhXBM4UjIANfEaICRNgVyiRuRJOP1w5ikJR8KkIGl6GxqJOMf9PKxCsnRCMS1BcDWlYbK74+T206o+pgjoFprrTw2xACsUjWnrHUuIgZuLqb2OXuWcJxdbtElduF7nwLMZVCmoCpi/v4tinVhvG79RoWxktC+dl2K0mTDawug8loRs8LmdnqkPIWZfzWgkQ4vOYYuqI30cTE7QY0YysNj4NQRrNBnYmgDHMExPu7CCm3AbVLo2d5wBysWaGVj/wAj9bSLsOodM6C3ACujtlEqOctbnWjiOhNlUXPqVWO3NNtFqbECsYK3jXhgZ6GEVroMXnrKuu7wdHVgaWesg5E2mQn+FMk+EwAly3r6ioeoQqk6KdNkKe+TSGGYul86PyuUcdBTKnka6XIni4p8vR9ZjOhppvx6jPuxunELosmgTQjLyzbQszGwmLa0th5wI7z7Xg1KE+Gwu3puQGOgSHyE5AaYj5am+vFMX4hVIBjZ04LSupDI0ztLKJVXKEKuugk2EQVMEvly7ZFA3AZPwEWG8XmHukRI0cvtOVfBukUUom0yXXejMAknfCDcDybVJRuyaRRFG64V5NBkxZvYKt0TZA0bbjLsWEy+tf3fC4vY8GYiVGCBPvMbkyJdEuWVe5Z2NOC1wWisJn+dPYomXAAA/RP/m8e3kSIrDdyIe7/imVWq09tn8PrntUb6HfU754Wj7Wg1+Yjra+qspO43l3hvhYWasJFMZYLBdYrSqdBNuWcendSllhKqU/aoK0EPGaL0vQwOyJVPnCYyNuwx1opiHHvsMd0bSl66U4r73M60k0xXzddIdO7Y+T77jyx7V2CAdSNKbb5NMBLCVevuQS9Cwkpm9hSjKQTWThHwLMhYoAK28Ze3+NxZQqqFHy3JAauxDmMEC1HiPmpUTkMshgtwtU8ZVYTTuiU21uyYSFtAjF95QALtay7pM0YcG3DETdw4AmAlEjfLEUF0AYZY0RkpMrZ2gwFZBafKNo+rr5hzrvpyRUHeg9IRSKUGzvJtWAVohkHH5rp6e0tk3oZJySVE69NgRSlF931QF18Cpdr9xxz0Lxp9jnTsC1zjL9/rgBC4kxqCQCEkwGaAMIV1yZZJdWvneNN/byb8ZjdgPhXe11iWaL598pvVueKLATOA1zulr3f50xmmtJHxH4Yl8iJoB9iOt43GEag3/e3uVCcl7rOfWDIk0OsS11/EHn/h/8u/m+qspCtQ4zuT2nhTGj6E5CZJbroHBBRVmHkmQH2aUMyL8k5FYdJ2DRjrsjWRmzJYY2ZLF3ucnSJcJ2QIj7ZO0mnahgQRiceoxTbijIQ1w3K2j0kpHRxfX9k2linUdqXlfrADX8c8LkaRvXG4CobN3CJtp4Xrw/QgUgea1czPXli1TI6cgAaAUinVJyEfoWIYqShFaWRJuI5WutjNRsFkiSoInVxoLn4TNleQxOKInVTHKOcmxSBcr166aArsilQxYGxpZMRE4lfMwHVlv9pEB9LJFkipUs5mEe1zFhWc21MOamGnSc6ZK7ylRNZ8ES4kpjbjFiii5GEoSJF1+hFf6gDrM5d31aV9aaauSUeVyrTgRQUtMwgSppHpDWUAPy8C+CJKcD9+fAXBU2ZDk0/BYlxaUKqR9g2zBhWBcUy+vKHnFdUWVhj9fy7DklFXHhcAuf6acIVjL6B6wGGzRKzlMJl9Bz9DoXyJ/uRseL/+/r1qq5xanmLiVTkXiogWtmSdhrdufzjhzlYQpFuVx/X48eCIUhMmchGPJT5h0EU7ur7lqM5oxtbZpyhgm9zVtfCu8EBPhjtWUhiMpDw3Wt0D/2liPW+OYOE7zJ0tIDyukffEk2BQo1imJf2/RyJbFKp/ZJ/FVcVszNt9jkPQl8ax/bobBtgRWA7M7WRrveM4iZ/GpSuiKfezWzCQho14VBjCOKGc+w+wjIvzLuQQ7X6SQLilkC0C2wOikhGQgjYmU90BAiHnKWY3xvEJnQYSQTQjjLSnyw6LAVDM6kBklfYPZh/uwmYbpJBKScBZzUGCsMDKWW7owuQiS7FAh1RCKJGmRCFRaJMMSxaYubK5gLQmTIovlDgaSZYNkUGFwbqfmPnDNm6quhslnoEcG6ZKFGkl+hpT4KVEGEgVySaWsXBVAJ6nvt1MIwjV3XhRf5WATJfTXVpIiPWmW6SbOiySVFKyVJDsmFGr7PScDJ4Syp2GzFKpgJAOD7r4ycDPkh8qgEBbzCQ48I4UqgG23u1wO13bb9+CQzo7S+IuJQl8NL699lUvNBaGgYVuEWL7lNgCXw2JknLOJdJ+shGCJE4JxZZadQwbJULn8GEL/AkbVs7XifCxo2h9qYm5gar/eisEuRBgbPJ2eOHOVhLUI/2MgCFqx/neaO2qai7D1+zF0jZwWlpj8PRS/H+V4zX00d3ukUIb3AEwum5YUudqp8MrfmiVeJgOKdTLhzu6WJDLTAcpZQtp3Ll0jCWAmVxhtVBhtUlClgiqktCzpO7ezsxbLGWnnmx+ShjxqXHMfBKreEuK6J++KhuQKpArjDSn6W5WrpIAkrSU+3CBWezkrr653uesxo3PYIl2q5HHU1OonwAm5JDknVJIGmVKigpJgMw2lCKgIBB+n5vb1ZoRkT7HwycX6PVtj7b0R0iPJE/DNnoC2XqlKCaGo0oBKA9tJg5IQOBuYkQzrrNUmE6MqGp4B3x+CAKtUTYikGi2oEwWbajQheQMydM/MCIIkcLp766sqQigiUS45z/eOkG1YS4KrKJ46jBOgoCDAVUr4hNPhxgTZsgXYgjK3DbnQir8HpeSGSO6GeIV8Aimzbz3uc0jkvKueDws5b4Kqhbhnu4RvtNUsfVSNGx6mQw7VQkEZaL3L1JoK/HFBgAZHMqXTFGekkjBVZk8Km2NRIlYT/sdbZXC8SseRjjHNal+x7bEf5oRjmidg2u/AVAG+KprrHknJQD3ZHcky8mEI27UYa3GJr3/AOouUUMw3rFIjPAHljMJ4vUL/PJll9Ziw/psWnYPt4/iW0ckQQB/QZbtcMdS6A62SPDKMcjbBYIvCYDthZjc7N7Nsp8Yy+RfrNEbrpXdB55AIcj0yyA4L1wAnBItGW+XKQo8ROlraVEmZIUT4srOyoUi6TgIgIijfStt1rAy5CmDYPAlUzqwJyciAxjJeOOpp3yPCasnWb5ZRWsfMKGNzCoJLjuRUh74RNlOBCloPpceEeAYo3B81lpbeNtWSUOmaItlEkvo84yIpArsHiZ1Q994d4UzgEJ6QZwRArmv6aYMQLpBt5BxZuXwWA/h21b3dklDqq0eEVMiXnzYUtUoIsIp5QjIm6MKVdjK7RFkKzztZlhAQIM8p10RTgILt1CEfLhllRq68lh3lszBnyodg0kkhP+X9mva7VwYadN2TCY6iIHhlkaHo1HkRYk7C2nBGKgnhfjbd4zxtBYcjWbfHqhAciyJwpH0dj9fi8WAVb8JxjWM1z4K37sNqE9dz2nC8RTI5PnJWTNPocAlXsvPmeDD1ONLDHu376tclSD19YzF3GEVG+PZLFGZ2KeQLjLlHbSgpYyLoYYWZ3Qadgxr5gmsKRUJGky3bkEU/OCdBvsDY9NcDVL00WP1J38B0dRAsibcOAVd+qbH0JIWqC2k1Dcb6+4pwifVIrOxiQ47HnqcxswvIlhCa/gAirBeenKJ7gNE5ULpafNmOWQfqZXFLO6FYca0guPP0gryay8VSdVwNYoXX/Aq6kI6PeliF/AeTpzA9F4O3oiDpUYVkwBht6YSExe6+ArpfAoZRbujIq2oYqjTOepbjpUtl4Dwo57NakXBdNVkRbDepyYr6pXhDrIWqIAySjbAEAeI1sQASuJI+n/jnPCQdFao5vIIC7zTzLaoNOy+J3M+qQxhskGTB+Ucq58Hh+lob8ZbAeW44VUiXShhXVrr+/tIRSknlhX9eTVfLtSUAipBWFqYrCpoqOSh7QsntaKfHBsV8gmTIyBZLmK7CaL1G1QFm9jP62xXG6xlVz7U19w6axhxBIAkTNCsWfEjCsS7Cos4HaYQamu80q6PPBRHf2TjjlAQhMnEP5mTpTdCUJwR6qOE5jgOtZtVOKy8MvzeUlhX7a3gtpsXUm8c42pgm3fOr7WvadkcaP3DsyoyfbFZbf9JqCROR0Lh6chf233liO7+tn7iosa+WzxMrlBj4RGs3wSWLGslQJsViHaOcE+rkZKSQLjM6B61zl4u7N1u2qHKJ6/pqCM/oONpISJeAWSuUvJRrR62sw2MmlQsIHoRDl6YYbwSKdRb5IYUqBaoe4/ClGbr7rVA1G3Ezq4ox95CEQ6oZoHOYA90vGcbsLgObEgbnpChnCLO7FdKlqkXFLJZwI1GORXEi+J4HgA891NeRoYoKUOI9GK9LpPTPta/2zZhMR4XEPGUa9Meh2qKRJEsEqEZVSIO6GHDeBmfxS6UHQTE54SvxeQmX1MRJpBVUaYSXIFHBQwDrEhpJHjMvfMEAUgU1Nk4ZEQXBJ1bqsQ3llKwkMZGteFlMV6HqKJhMEkuzJWEYLHoKqe9aWQhng1QbpMj3F+GSlnOpNORKgNlHxyjWpQBJ7geAOnwCBF4H00vh+0gACB4eVdk6zJK4hM1GDw1WQuF98DKNapZhU6cg+HthJ6wI695dolrpbr5z7Jdx4113f07OH43vkSfh9MOZpST4bOfmZ1WB/Xj2P+Xv1Z6dx7X/VcIbq43hCC/j1G1WeBKm7HM1TCpYYfnKixwUAz7CmFY9DrWORYqwQpHw45i0VJqTWfPYk+fni+7dfz6vwKaEcp5hpS2ksCoSIV+gMFkD4vanDLDKxXlJJmGGYzfUMsFLu2DXGTFvKzrUcHWPNgPFeoktJ305R5uJspItueNaBhKCqix6uyssXuReXc+Up8Rlnh8uMdqYoZojlPOEclFBVSLsfeyegFAy54UmMUSp9la2duNzpXvwegVxaCSlKhkbuyRGn8Xvu0SS4VAyGRQAeIHXuB3GhsZNgdvCXyr3nckzDLpxWZ9jITc4sEEqEiXBK2HOo+GVI3Z5FJwQ9FBy7q0isSv8NTAsXgZCK6fBn6t1vNmhaVgKJCMgGYn/veoQqhwAFJKBJEMax7yZLagQzvDLJKHRwnTkfuS2cd1DlYXcA5OruuSx6UkzDAVRbmxKrsTSXV8XMgPkOWP36KiSaiZOFyIKYQJb5xxIZGPCiGq+cz68N6FkhPVOsXyN4Ya14YxTEjjhWnAwWkKjZZF6T8M0IbaaUPK/eesVE5by5Es0KSSPlkcQLPkJTWA1Id/EarkT04TlxDnUQ6D2eo0htBSuFcoJycTa9JRMjvlIHoXJKorWfiEESkHpY5Bxwji3QGLFCmqWwfndNImX/PHVynte9Rg2kRyD3k5Cfthi9ttjLF6Yg9jFoS2HNsisCcONkpyYLUCaRQ0Yad9g49ccj34ngc059AhQpd9eBGy2YKEHkh2fDAA9EqbE7gFXiqgIyaiQRkouOY0KA64sEkXY9NXK0UYrsGWMNyQYblKY2SekTr09FfIlBT3yngY5viKh3WtSMTMDNK5AlQWn2ik67SQzYgbnGtVMimJdgmQkF7GcScTF7Uo4OwtjmNkMNhN2xWyxBEOuwWCLRrZkkR+qoJeLkA/hqwx8KMF2RKlJBpKt73MfArMkw5EapbXHoiFMq5k0tKHODzqr3IcsZrXrfAhREpznpJxPoQtJMgU5PoaQE8Ghh0OxLoGZT2FSoLu/kpCPJgw3J0iHUvXQOWDR35ZiPKfAKkXSF7IlPaYwJ/kyyt6uQjxLmRKSLU3SoMrxIChHMe1zNJSjs2YiJMMyVGuERFSXy1DNkETcjPTQ6Bmgs0CY2auwcLGC6TA6ByXfhV1/h2K9BSm4smIEZRaWQF4hbHpqCTVl9KR31j8+ikGZhYaFcGw98cmLfAI8CVFJOFNgLVRBsJ2G5usFnHIuVa8oNF3QLUGO2mpyD4Z/UVgB0Nxybwft2cfNTd3fHs7CXJHz0MTU5RNSbBqDItoytZWNHBZOKDjNVdgpBdO8CdOUiub/3Pj4WGTg2XcWnbdImoM9UrXEVMWkvrbQaCt/hqD6Gkwa6aJY3INzLTgVJZGMKIxQLMqCP1STVwGQxDAAZIDet+sEL9PR6B40Iti1CCqPdLnC3LeB7oGacU/aMluUWzIwAYkG1NhClxbJoEI5n6Gc1ahyQr4kFM7l+hzL56bIDzH0GMgXrSNhohXtiwFgvKnTojRWpSgaZiYVHoWh1MDDJS0mQytKiSYpLzQ2JBV665iVJGX6pk1A7RmgRpa/dUJIGYtsoUL/3FTIpcaM5FBZl0Y6xcV3TzS5lvh8YYT5LyeMNqdSirk0BhUVdJ9q+mPLSJYKgCi0kKZSPA0h/4IQ6JGZSBodjUwgWlKwIc6uCiPkTk7hTxcrJO7ck6F4HGwmzI42Uy0B7YmJpA217M9fK5MRqhkdrPp0YGETQjGnkSSEZMygITc6MzoGzkISGVUpSoPJpGGYTYSlUTnOCSmfdbTcAJhdu+2iTnwMlROOWVNVVsI+mXAsmFyhnBM2z3JWwiL5gkG+oGCGhO5jFuN1CtUMgBzofVuhnAWKDfV9D++if1+seMygGnMKYfV32zlEgFPXKjpibTitlYSX0E9gQO0GT2TEqg1WMdcCdFp8vNUbwH1fQU3q9+28sRJXbUpohDh60yie6hgIO1tl2ZGcDY19TXVKTAr61Q4+ue1RPBUrvCarHWdC5h9TieWqORqNvxVCrbWEFAhUenepEBfpkbAAiqeWoEYkXPQpZELzSp9PunKKjRoq6DGQDETgexY94cX3ZWyeOhchTJAMDHRBge+AHEOht0CDFeaaBkkPBiXWoWPQs4mw32VLQpPr6/EB1PFyLyyJ4cslJQGPZfLV3sJkpANRErih/DLJuspIAqIv0wxJot6V7mLbZLiZp+aUYfkdkPNR1gZFmH1YwlnzNhM+htA4igELBdVkJ9TOha9VyJNoPTuVVEEoPw4l3g6QeBR8B0VvlduEELInPDti+B/1vWDXy8CNI2ziciY8z0HI3ajqJlSAdMn01wnsvFme9dC4Z0f7fSAwJ7Z086bjMSR7yv3wuRVVRwmTpyvXVKV1844bi8s34EQ3QilWjKRKyjb12AiBVajAqA+cLjO0ls6lZc8ZTv5VDF7Gle8icX0t2VLtlQuvJjUU+frdpua+TgH8ZVvrPs5WnNZKQguNiYwq56Z2k4hXGFrxa2edikeBhTzFP+ymvX54QLxb2wKUyO9kCVQ2vBOAhDwaZUIytglvQlMhINQJeh4t7wa7RXWccIWlzhPHCPs/BiHME6tNKg0NJWrF+N3/rJxiFiz2xiE8h8BqoIn9NYemGMht/XtVez/ISDlXOcswufyuRwRVEDoHgOULFEwqZEVU+OZGbmxG1uvuJWSLDF0wRpsIyZDBhZSOgYFkbJEtVsKFbySuX84kdRmba89LhpFWFp3HxuKmTqV0DyTZ98mggjIcKIvBYg3P7aygR87N7i1ll4imxkYy2fNEyIYWCoAk4U1VDNsREh4yonh095Wozs9CToDNfNMkyXhncpa+a1TEqiZxSpZLqH4lioIT4LbjEv9c+aHvDAkFzD0yQrE+lfbVREjG4t0oNuQoZ1XgaUj6FkgJ4640z8oWGfmiWL1mJoXtJlDDqpUPwNq9Y6UBEuUcVCKQqhkFk4rniCrr+hk4wa0gghxSMeLzSNTYVXgkiQjTClDMKGdTYcfsl7C5kDORYblXzq1f9dJwb8r5BL72XxeeQ0M+nBHSgSguVbdmWKy6wqaoKkYyQiCR8s+ByQlVTujurzDYmqKcEUVD6L6Bcj5BfqgMgptTBVVVoNKETo2+dNP3iFCVnGM+NuDDhPHmXNqJa2C0QaN7QLwupqOC4GcCli42QCNXFWgYUVYIpsjUCrCfj9yKojhqCuEIyX1gkLbQbmIwbJ9wj0JkXFwbzhwlwSVd2cRl7aIW9lMtZ0IdImiqutZZrUGjbgjvhqcABdUuUqAOKwCOlMVXZDc8Gn6/fhgNjwVNWOLT3f+OAGm1uL+3uDUHCmCqGvudVCRWw8T1Ii+Y/ae5XlMZctainFtjtaC4TDl281jKKQWKgbTxgwVoqEGlCHabMfRQuihWMxLTTxcZ2bLbhhnpkEFGY7w+QbHBIl0SYcoaGG8yUGOFZAgU69m58IHeHusErKta8MlimQpshUySiKaGEkoQy5gCxwBIauOrGS09CMYGVFqMzsmDNafHNpQSVl0KTI7EACquM9d1TXhUzWikrmRRj8W1TYaRLhooY1HOJuhvklbSesxI+xUOndtBviCCq39eF4Ak16ULJUxHgyzqboxEML00eELIMvRyFWLhUBQSDK1WIMVQY4uEgeXzM3QOaSR9g2SpRNnTQMXIFirYlDDcmKB/rkJ+2CkvKaHqJsIq2KQVJgKnjjnQW/WlAedJnRTpvDCe94CcsjXcnMkjVDGyxQrJQinj9QmHWjlvkjzDNtNInFIERVDjClAJbKIx3pRDDw10aYOipwBkh6sQSrEpIT9U1iWZyilMTjnSQykPDURPqTxDnCgwO+6NsZTZqsrnHEgC5MzeEnognBDeY0OlhS7dK1QKG6OnkibLgKtokLwsCtUZgOR22FSBLZAtC9+H7y2ydBFQzTjGxZRXzinhPXd/ek8cakXBf2Fdz03cyAdqdoeMIYfTD6e1krCiwVOzugFuIvFu1aaQ81ZpEJ7NZVTH2/zPXlFwQjrIaNvc93RPQZ057rwbjUzhZshi1VLBSUyW+/ljwdGfep+4S0Bi3VByvM/teHxnfIT/vYIw1QPQdnS0z2Hib0Jj7PKdlHOnB7dJY31/GiRWnBoD6QChfE5ZhiqkJI0MkIzcZMvunrGGKqXroukAeiiCNeyvklI23/FQJlQOH3jWvUAf7D08FDrhSc2/6+rHQJUrZ5HJcQG4JDOqM9hN/QxZLSEGbiiwNlFQEMGlqG5IZHxSm5FKDRkzIR1IGMO7tX34webSTEn6O9gQbgj3bkIRDELc+tJG398AISTjjwlArFaS84MTCr6DpnJueOUEKDlehJAoqRqVJEoB7JMLpHoDLlzDmsDGV1Eg5HCEfCAghGbCd01BMff5E95d7xs8UfN8J9BkXpTQFAk9NRBCDtbdx8l0HFQMRdJQyb+i3rDx1yYZScjCZoRifRbCP/3tOZKRRbJsUPU09DgV5YOckFYI9ND+3NgtY4ILzTiTxfjzdZUV5M4rbbj+aOKFbn4lP+6JOTVsV89vYdtTnPQXqxvWhtNaSTgiCBJG4OZ397e3fJuYzI53wqjVqlhBYpeNpeyOE44xOQZfTuRi4mIBOaE4Wa5HE/+j8b8/vtvviv4EE16KkIGsIMmV/mX13pNmiZL/f9J6wMRvtqEUNK8rNZwUXoBrrqMdQUkhb37U2zU8B6StWB1MYNO+mL6m22iXlKgA04UIDWf597dL+2c9EqUhGVqkfSB90GCwNZWEwjEjPyyJgWSAsifCVFWM0TolWfvsSs0KUzuHXGa9n5ypEqvNOOHPFtAVy3isJAnqQQVfqWC8698JBE+3q0qhMvZeC4Jky1tX6hZuZ2EdF4NGslSCWBLcqq5G1ZN188MG1YzwN1QzGrOPjIJlKW2jxYov1iVBkdGAkP1UNvBAWKVrlziJ8FGO6Y+sARsJFRAYqCA9DCDnwJlCuliAteu1oOWad/bLyQmpECNdGIWeEVJR4ZWotsLgXyEAjkBIki9NT7lySIBKhqoalM0umbEpqHxipYXjTQCkOVbhCJh6SQgbJU658xUggAjeqif7VKUkq1Y9HfatxhbJwAld7VkYRYH0VRR6bADSDZbEGsmwAhNQ9RQG50gFRrbMmNlb4tBlCvlBhd5uwvJ52rUfB+YfGdeeES1Kj1dy3LQTqJrrfBZAl/LsjtaLF441UHUaFk2Yh9wyhbrdM6Odk7XCYGmc13eIYI08CWvDmackNITXZMJi88Emn7y1YsPp+wJkfxIHbOcwtNAQ4M1EPyZvxQIhya+Rsd90zzWP72OAYEgIIRzGWa+6Dq+E5Dxdbx/G7y0AZ5ytWrrZPKazMmoLv2Hdo55D/O/hDHzuRmO7ZvgGgLN+pDwKbmhsJlyR/liuiN1bfzSSyoWqC2SHHcWxBTZ+vQzj9n0WbEpIlxTKnkx2xTxhvAlIF6W3QtUlJ7gZWb9WtPKDZehsKF6BBjmNy7Zn5WL7DUWLtcTKqXDMea70Llu2IRQjCXzKud0J+SGDZGikyZAiUFoT+fhrVTlaY6rEeyHWuEE2NtBFEhj90kVgvClHMauRLpTSXTEXZSZbdMJqZCXHwl3jYn0iTZj6VXDcSG2/dJgkiHteDaUzJScKy+dlruTP1hTLBrKPtM7TkHJCJ6S9pc6oFQStUc3ncvksg52i4sMN1eaee9YY+aEilDbqwkpzqITcNaFAmKRMfa/kejsPR78uGQTkvppMoep2oEeuO6PvbeFKV61XTFiUzmJeB49V/xwt3psxo7vPiqcFaHXFhGUhSXLnlwxMuBa2I2WdKBnFXIr+VqGA7u4XRdRkhP72FJu/IgqQ1UB3n0Uydr1EHOuiKoXUynTrfh6cShgLlfQcsTmFnBeTrmzV7UOk7fePaqHftKHCvLKKcVSvGX4zq68U8R2OM0tJYBEWLe8BGoJpUg43redpz3DzxWi40shp1ysS/twxVhXAjXVkJpbExxU9BhpuPNZclxc2X2K/yHsMJj0hwRPhFRWux+y9KraxfnNzVSs0YvVSSxkIbsWGR6DlXlTtcbbuA7nfnfIRlI5GyWnYT/Ocmp6Fxro2Fya5cgyMNiZIXOhAGYBcghqx8zowkAwY2QIh6YsrXhfCH1B1FWYeq2qBZ4FkZIL1pYraUhXrtVYOfI26b0EcGjHlSeBVSPsmVEmEkApL6aNkuCsQa+GbgCckcjfIuBfV9wzItOQ6uOOUaQbSNZWxKhlpX7bVYwOqCOmyrG8yhWpGocoJTFIelyxL/F2qMkQRYxIFyHS1lCUOjWuMpGA6CXQhno9QJ+/c9uGhYBe2sRYqETe/9Y2EQudCLYmJVNf/gwim44Sdo2eWEA87r4wrBXRliuHxdt4ZuKZFPlbOhMD8CDgPUOLCOSxESqajQoUKnBXue15wIr/XioU73YyQDutqGFXJcwRFoLEFtBCBSR8FG+47K3KJswzt+0Zohaorc4rJxFuQDOTZTAfs+BMASgm6dB4RRyxlugqmo2qFkuHeLYTzJ/cekxJFAwTYFBhtEo4Q07W1xj+pADQRXsGjKQeT659aeI6wte7jbMVpryT8EP2b+gtPEairPKiMuvSnKehb/ApT0CqVDG8i2v9P3XDK7y6nYYVXg1DX+PvNuH3sFW6+eoC1EtIaU3sArN34m2GXsM96wiBXaUZ+glsltNLqOT9lXK0x+3NjalWMTLonQ5UJcfBusJY4vh+XyRlVh6B6hOULOHAmZAu+NFH2ZTJAlZIYli1Z4TcoJHdhcE6CqgOkCwXK+bTOih8ZQBFMRwcufyYKSXzebeyFmhqV8Ex5ZBh2VoVOicnQSI5IIuEAsCgx6dAIMRApVERIhpWUGXrh6PMVHNGR0PsSuIBLltQwHWpU5EgtfeL6TtDYQFuGWi5g5nOYXKOYVag6UtoJQNpGp9r1GEAQaGpcYbwpBdjRE6fKtZdWSAcuaTMlqEIIjYKghwh4OQ+pNCAnh3xXTVZKlI5GN0rAezBUQ1BzzazonkFOFNi6slJXodHs6cAJwbNJQgGqL7TWnq4YBmCXGyCuejheh/oZ9L0ybK5hGgRMyaC28rMli6rjrkFpwVqLA81YECvX38F5ARIZt03JVUYwqLRy3XMXjnLVOoPzGJ39hPwA0DkglRbs3xESoiSbENI+UHaUI9UiGZtlVKmuw35BiWKxC9yzbVNgvMkKIVmT88BrFZNGUPPVXM2gmjb/uYHoiR/19vswNzeHxcUp25xgxJyEteG0VxJaIKpJhRihg9qKRiV+wmnFz/w+UAtk/5LQlPUxoShMCtvGfn1VA/v9eXe9nbDQPVypUbDUg7LQWG/ymV3hJZlybnZif03robEcFUnIQsnL4ZP+VOVeOH8+fjLx+/axS0aba8JCyur8mIIiV187qlQ9PhIPCTfyKqgkUCVCJDsk1mI5y5jZ5bj8DbDum0CxHhhvBJYvZFAloQQ9JMzs5TAJJ0M5F+nSR+gclryAcj4Vd3BlgxXPqHn9qbLC2d9JwErDlyr60EN97cUqHGzL3H0G+tukFXC6bKWiwCW3kbHgxVqx0stj9xwrSdbLEif4FBYuzmE6wOwug/H6DgZbFBYvtdh6m+QFpItjjDd1oMcGul+Ih2I2gyWCGjlGRQKqDjA4F+g+Jt0KQdIVsepoiVErEdSDc3qiSBlxmeeHCpdXwS7ejuBpYZdY6BitpRFSYWB6qTS10kB3X4VkZKDGBrab1AI/IRhyRE6uo6TnXfD7qLoJ6jwOISOqZjR8wuV4g3g3skXpCFl1dB2Wce2Zx5tyGVcpfR/KWQnTzDzmsj3dPfH30mailHX2FYCq2SUldCjelmTEgGOfJMPQLo9BFVbuX65RdaWSRBWuD0Sq3HWrlT5VucTHROaLqktQc4RinUZvp6syyRUOPzmRCpYC6O00SJzQzxZLLJ/fwXi9MIGuu98gWzRIRgaDrbnrMSJkVsZ5tLIFoNhIUqrow4N+DpjM2ZowYloKxWpKQ/ibUUCfkvLHiLXjtFYSXkI/gQEaZEqhuoGDoGklB3oreYWAnbB+vTCfdMfrCUWBnEfCUvs4zf/denVeAIKXY6oLyzsAgoDk6dr8KtutODZQj23qdlP2r8WNGjwJzvKtlZYJjws1juHHn3B9Hd32bWWlfc3D+fpPM0eDJO+CSay9aka8Cemyq8UfSt368gUulj8EmBQ6ByTJzHTg4tVw8dyaDKgmQnLldeyeHa2EHtgJJTkn5bwXKpDm2IygR+y493XwXBAzOvvLkGGeLklZoarEgqxmpKxPFRbJsggpm2lpUtR4MMxMIvTGhwtkfYYpJTauSkbPMvRYIR0YFOsTDLamSIcWrFOorrABqrGBLk1QNJRh5AuMqieUzZKY6L0CCjZ1bnOSa8XOeifiQGRkcm+RC1GTtIB2jiHfwtkJG+uS+IjRok/mVJQSX3WhfVMoF0YBCVeD6angAVC+TbO7Ps3W07qUh6nqaGlbbaSagCrHYJg4wQ1RZqqedh6AmupZGeO8FlLOarUCWMpPvXICl2shFTBU5+KSey4SQtJHSJQ0WSOUEd5tAhL/XFkhm3Klr0wK+X6FbFGe6bJLOPTUDnQpSq3puAoWBvZ9TxeqkJCV6SoUc/J+9Ha5UEzi2CgLK/1GGFAdoJgDyll5j1aEXJtzx2rWc2uO80YGT9+GIArvKUT0JKwNp7WS8Hn+JC7Hy1rLVpQ6tn5wD3IQvt6SnZCqTQHWzMj3204Bq0b4YhWvQsvz0Np44ruPKTYFsR8/NbZZ7bmdXL5axvFqXgnlDtCI+U56VVaMYbLsiVDnFCh2FR4k3pDJc5m8X77iwZ93ocJvaixeBFQI8XyvYNgESAaQrHcLdA5IWKGYU0FBSAa2NWEDqFnrgnCiEL8nw6AKIDivj66z3FlJGZkqDahylnRpg6KQLrs2x64zobj0CSAKFmRLg9OOayHE9kXwlLMKyVCHjpO+/DBbNMgPVrLOvMJokwI9BqiEQR0FVTA6I/FamNlMEtgSQjq0yA5LTL1+LFwsv8HOpwqxPMNrkjjK5dQpRiEUIolynpxJchMUKKnPzecPMBHIlSaKUkKBTIqce95XOvjeFLAcPBMtlFY8VIqgPJOirtkxUcm9sJkkEarS5xCIouNzJEzumR8V2DFdeg8JANfZEkj7Fazbt6okBBBKVP05+etn/TV1HRunlFVSaaGgAOUqZ0rJk8kPS/UCCDA5hOSrD6TLbrvKeacuYOgBIRnJGIW4iZEtyn0DKWhiGJ/E6HhCqhmSfiVdXpkPNU0YTvUirDib+k+LugLC9Q2ZhNl9CUCzK491EhCrG9aG01pJWAHm1kPsww3yG0RoecIef+beam0+BIqlAsDHCLxuYai2on3MDgjljL6PQ2AenBCqKxgVaeJ/v3yC9SwoDKstO9oDfDwPeFMZ8srCapPEpJDXDFKulNEoiaMaCkmHrfAE0FYsCBLmgPxPhQIMQY8JMzsJo3NEaZl/QNokm1ziqv3zZeKninDu35eO1ZCwfG4inQoNsP7+Eaiw4EyhnE1Q9lSIj+uxDYlt1rMnujbPurCwmlDNplKi5izDxQsTdA5a5IctZg5XtbC0FnpYSf6CteLq18rVvquarrgj3gw1sIFrAQBgWJj/4JSW0sezgceelyM/wNAlsHyuDomX2bJUFygDZAuMokdIB2KFDjdrgDoAyzY2k/yBziGL2V1VIHsysxIWSYayL+9F4wwhQZGYYTq+myQHLgAp29NBoKqKhUwJgB6JBwSuBNR0RDGiSiFdrqAyCzKE7HABm+u63l/ViooeVEGBY09YBUilRaqdZ0cjXSqDklfOpY4GG6GdMysgGUqzIz0qkS5LvoV1TZ/IsWHqhIRx0SV8luvS4DlJBq5iAwitsQMtt7HSzMrxPIT21E5BCL0g2IZyVz02QXfQTsEACU33eF1NeCRllfI+9nYzTCY5Ed09hOFWxngTgzMLNZJtOLPQyxq9nQqzOw32fq9Cb5dGdpjRP58w3mBhO3LtvZePmNp50ZNljlzPX5PL5Xlt/EYIOV9sxUDQOHWhhlOZuPi6170Ob37zm7Ft2zbcfffd+KVf+iX84z/+49R1f/7nfx5XX301nvnMZwIA7rzzTrztbW9rrX/DDTfg537u51rbffrTn8aP/MiPPL4BHgPOLCVBuZfEM4fZCcHc8iw0/jeqzTPgSwAnt6GmW7xWLOQFmybE3fo8MQ7/e3MMjfhei1hocpvw9xqf+tUwTZ+YPG7Ty9JYRr5U0ZLjO0AoX2x7MHiV/VK4VnogdfCqIow3SnKZYqCcI5Q94UZIl2VyEl4ExqHLUqTLjLTP6O0xQbiVMwlSW4kVW7lmPL4fg4FjO2SYRAUrnTIdhL/JCTaRMjbWYsn1tyksn6+Q9BOUswAnACsgXc6RDBhpX4RCMmLha3DMhr4MLST2VZK85qtNyIqL36YKSD3/gXSZHK1XGK8jVDMSOrEVBfY/Vt6d72v0xapM+gaqtOh0674EumAU6zRUKa2MTUcFKmc9ciQ9BIDauRatskJdx7YBhJg3CMGTAgDDrTmqLqHsEWYecyRLJNUi+UEJg9hE8j6ETthi+KSOlFMODHQoh1TCilhIfojtJsGKT/pVfUCXgyBeD5dUaJwVndSPmg+jlF2Fsgd0D4qSpypGNeNKP60I+rRvGqRLFMIMgceCIH0oKiseo9zRdjvyJR0UC5dw6zyVJtcurEF1qW0B6ISQLXnFk5EtOhbH0ockpEX1YItGfkgU6fEmt74BaCTeieE5QDGvAWUx3AKMN0iiLwig0ieM1t6+SU6YFgtsw3sQkpPd/EaNxOPAyeU8ieTyVYyzDs6mvISrrroK1113Ha655hrccccdeOMb34hbbrkFT3va07Bv374V67/4xS/Gxz72MXzhC1/AaDTCW97yFnzmM5/BM57xDOzatSusd/PNN+NVr3pV+D4ej0/qeZz2SsKt/OcAgB9SPyULJqxTdqGCFW2QG0LLT6yTWnG9Aqa75bh+kUIpY3Ndb2E3X7RJTC7zCsiRjP8TrSAcq0diIh+jMWu0rusKrXuaJ+RoQ6rg2AgBaGnjrFwsVsiTxDI0uSSPpcuMwTZyPRlcG2AWYVb2NHSh3P0C1MgCrGA60lyHHMFROasDg2BgjHSZ/kFAOm+UyQHTcRN2BtiMUfUYVClXYcNIRuQqMxCEjPIsyJ6OOAgTx9ZYSemcUIxL34S0qJyyIwLXXweZpNEoLQR0KQqQTSQhUxUmMAQGAh8W7wQg1r1NAE89TFyThQWmRkCWNRk7qT5+UymA284/D1WXXLklgiLiSyWpslLx0UmgihKwtsFTINUXvtMhgDqMoGraYeU6JQolsFw34VmoezcAtWAO3xP/3nK4X6zqDpbakTZJuSvX4QKG/O337R9r5wVhcgmnug6RhWMrcha2W+4VBM/aOcHvIARM4jmwiSt7rOTa2kSURX/vm/OI9z6YLsN0naI7w2gGa1ZMZ6vNTeHjlVv/p1diCIGgDfKchPBsmAdPkkFzjBBPwlHmtmPYBwDMzc21lo/HYxRFMXWbN73pTbj++uvxkY98BABwzTXX4Ed/9Efx6le/Gu95z3tWrP+zP/uzre8///M/j5/8yZ/EFVdcgT/+4z9uHXPv3r1rOJvjw2mvJExFYxLz8XC2E5py48EGQaoJGgmP/uGvuw+6j6s8aCf4uFWI2kyKgJNK7vi2PVGtiOn74zQIhOqFJwktwb/Ky7xanLJBtuIT1ZiB0I/eK0jTPDjThlJSCAeRFatHWjj7agS4SVMsMl0w+ucRiJ1iMJbfdekIh1x9usmlra8XzOlSAXAG01EYbtLoVQwaWSxdoNB9jKWVc6JglVj1qmBkC6UI7lyjmEugSyAZyolt+JZMvwe/S2PDNw10wdLJb9kIh/+wqkMKLIJNjcWNbjMNcglxnCpp5+yyADlVSIYV1LAC5xqdg0YaUCmgnFHhdoVkwZLROVBhtDmFyYDOvpEIPkcgpCopJWRN0g3RWaRp3war2+qadtwnyrGv9ydyQhXhuihyYQAt+1VFbe2CJHFRF0C+JK5+792RqgYV1gvXhxjd3UNUsxmK9QnG6xNkSwZpX9ptI3guJtPv3eOoCLpfglINLhUKLT0VrJbz8bkQ5axjWxwD3QOu0VKXUMwnyJasO9e6LbOHMtYlwrlr4EoZiYFyNgEnkmNRzor0TvpGnj0rISZJZJRrFBQEBRcKEm9H1SGM11N4npeepFDNirKgRyTcIDkD2jaUc4RwJ0+bY6a9g5Pvppr4zb3LLSWQ0SJra/aGYY3gkQ2hRWIpeXY4FV6EE5m4uHPnztbyd7zjHbj22mtXrJ+mKZ73vOfh3e9+d2MfjFtvvRU7duw4pmPOzMwgTVMcPHiwtfzFL34x9u7di0OHDuFzn/scfu3Xfm3FOicSZ5aSoAieyW9Fna8CWNkWQU/wMjTDBuFFYyBpeAiAhvXGbVdcw1vQVDZALLF1v95krkGT3OhY4NedPPakO7+J5m9TvSE0fXlz/eCfnTiuD4sALSbGMNbm/5PnMLmMCZxZ0Fgh6etA0uPr6z2UAXRfcgVMRpjZzSEpcWa3NDBKXElaf3sKVoTuvjpvgDVhdE5XJu2hRZYQls5LYDqEmT0W+YKFHhmoilGsT1D0FMpZwpyzOlkR1j1gUcyL8pEucahx33ivgR5LfkN3qQzkSpLBLyfOrqyUUw12+zMdDWUYyXIJKg1MN4XpSvWD6SZgraAHBVRhoZ1nw2RShVDOKEnIHFokfekcmC0aZIsQC9uFTZKBkSRAltBAavxk3nwfIPkDqSTkkZH9+ph6+7lCSNIjl4wauhF64iANzDxWSWiiQ1g+L0N+2EqeguXgpbFavAnkekN4s00VLlzihLsyjum0+ZgRiWIwNjC5RjmXYnx+xz074rmxzitRdQnZoihIQq8tZa16bKFKBdVocU2VdKrUYwOTuhwW1+zJv+/KyvzBiQIVBsnAhHBEfrgMJZVyMjJoXXi+DeeBqay0g/Z5HgboHDRI+3K+qmDM7lQYbCMMt4i3yhvr8J42NK6Jm58m71Xrmvn5y5Ut+3cwJFYzGs3omvTqbj5sVCIx1waVhG6dwgqf6MvgFQ/P6YvzzjsPS0tL4ftqrv7NmzcjSZIVFv/evXtx2WWXHdOx3vOe92DXrl249dZbw7JPf/rT+Iu/+As8+OCDeMpTnoJ3vetduPnmm7Fjxw5Ye3Ku82mvJLz4h96N5HNfXvmDt2g9GoK7FoIID/qKbf3/4YHnljIQtsfEMjReJE8W5I8/eYzmZ6q2Tyv23XL/MZxCRO3zam3TUAImxx/2OSG1p4Y7uHEu085n2rExZT+NdSbHowBOGDZlKDhPjpJsbD30fQ9EYCkwuHJhCDe5aiteBKrEA1DMiRDrHKS6TM+VLcJNYjYRK84mQDpkmI50KASk5W/Vlf4OnqTH5DIJ2kRCDvlhGZfn8wdJboAeSVwhNBJyWfOBmjtcx/YF8kLGZAqjTRrJUAX2RC/AwHAdAeU8k5EVIWPdMusIfzpJcGUDcAIYgKNQluSA+l43KxBYu0fKce14vgF/q6VlsQtbWEA18xUsQOA6PGBrMizvNbB6Qkg1nhV2VQ++zbX0ImDx4vmLp2oFx+uv8oVDCES5TousnJA37rElBKXDyy8m3wipHod1ng5fpolG+MJfD/b30F9XhrA6ujLfoIP7++/pqf1+/PVp6OMwjGTAIaE2W7YoljWSHsF0ANvKuXLjd/fPGxFTad7hFIHm/Ddt7pkE1RdlmgLCxG1COD9vKm88HGHfTwBOxBD89ktLSy0l4WThLW95C17xilfgxS9+cUsRuemmm8LfX/3qV/GVr3wFDzzwAF784hfjc5/73EkZy3H7fn7gB34An/rUp7Bz504wM17+8pevWOfaa6/Frl27MBgM8NnPfhaXXHJJ6/cNGzbgox/9KBYWFnDo0CF8+MMfRq/XO+7B/+ptP4oHfhYg3TDRvaXtEufq3geNFyOs6yxhxWIVN1pEEzsWO0Pt0ARqzwMT18pDExZC/lM2+q1TY32/yEhZYM0S2fj4yoDm/3DLLYEaFQAt63ziRW1NAs2PP/8mGmMlzeGDhuVQX7fGOJvjb2La5LNCEWruk4Hcws5VsBm7kjxgtKkuxVOGA29D4mq/W/FY3xGQJMmxWAepZrAcOgUCQDlDGG5SKGbJJaeJkB9uVFi8UOPwJRrDzYRijlB1ZXI3GWG0TmE8L+7gYl72lfYNssUqCB2quLY6dR0/p8q6plGNATO7lsSOhyBLhNWwq7B4ocJgi0IxrzE8J5N6fwvnJrdIB+L5SBeN6xdAkgBoRHgV6zOUs0moKpBqBhsudd3Nj0L3yxVKSyLueWKGGpVQozK0v/Y9LZKR9H1I+lVIHCRX929ylzxYMbK+bGMzhWIudX0lNHxras+uWHV0aFEdqJndNVXjCnpUgYp2rwWbCbGSHlsp8VwyyBYqpP0K6bIQC3UPSBKnhGDICWeuz9FIKCrpC3Om6SauqZbkA5jmmCor16MwNX22L790vRuqGS2ET0BdYjvxLvjz9n0tmhwQemyghxXSxQqdwxb5QeHbUIVX+qh2BrowKFUEVTa1JgeL2uvg/m4K/NAt1isrpuEd4Pb7TZWbf4z7+NJvoK3sfAcoCABCuGGtn+PB/v37UVUVtm7d2lq+detW7Nmz54jb/of/8B/wH//jf8QP//AP45577jniug8++CD27du3QsaeSBy3J6HX6+Huu+/Gf/tv/w3/43/8jxW//+qv/ire8IY34JWvfCUefPBB/OZv/iZuueUWPP3pTw8a0Z/8yZ9g+/bteOlLX4o0TXHDDTfgQx/6EH7mZ37muMbyjeWtyHZl7YWMlhDjSQEH1EKvKVCtVwom1m1o5D6U4BWD4GZrxu2a7ydxw23nF9UvXGjM5MfCqBWSyTGTs9Cayo57sblC22MxqQxMJmK2rpXbZiKPouVc8ZNA04rwk8ekh6UZqpicIPxvTRfp5NDcNnbGgEoFLuUaL1/MoJIwOJigmvHMexJu8Il6W+4aSlJhqiS2fFgUiqornQ+TZYP84BhMBLU5h000OodMbU1qci17AVsB848YWA0MNymUMwq6ZMzsN1i4KEHnoNSyd/e7MsVUzKZ0qQRsXdZoUgXT1UiAYBGbVCGpRGD58EI1l2KwJUc6lDCCyYCtd5YSntBSleEz7m0i7mzJcqfgtdCACLdciILS5cp1TWRJ9vMlnkYIgkSJdh6ChlXuYRNCMnSCPVHAbBaYECUHwra28QyKVNnghWjeVz30OSJyPbNFg2QsDIzlbArbras8kqEsNx0NzrUoiI4p0TNiqkqolq3v+OiencRVr1QzwiCpKpZWzZUFFXUcf7ze0WlXjPxAAWKpOBAabq57cbBwKRTrE+HZcMRPpqMlwdEwivWZ67RpgdzxYbh9e++PXCvfDMt5WioGgUHsqiPc9TWpQtVNYOfkflkt7+DcIwyTi5erfy5DGQpOx6aSL4qEvJ82r+cgX8Ytr6i/cSL4wzvp3lE/DwVlIsxTrirI8S4ED1DC0ka98h4kt75WsOxu7FmCsixx55134oorrsBf/uVfAgCICFdccQU+8IEPrLrdm9/8Zvyn//Sf8LKXvQx33nnnUY9z3nnnYdOmTdi9e/cJG/skjltJ+PSnP41Pf/rTq/7+xje+Eb/1W7+FT33qUwCAq6++Gnv37sVP/MRP4KabbsJll12GH/mRH8Hzn//8cBF+6Zd+Cf/rf/0v/Mqv/MpxnewL1j2MrzxzTvxaPnd3QrCuusz/zfX/7MqAml0cW5Y/U+1FQEMIUt1SdmryX8PSb9JGN8exoqKiuY4b3woipuZX77pt5g348UyUKobtgudkFXV/cl9Nj0xz39MshtWSHf1vTSVimqJAYt0wubI+zaCUULCSv42EdFhL0pm4Yes2wNmSgdUaJhNry6QEuy5BsU54EkwuZYLFXBImNHL5A6pk9Pa4GL8rMdSFZJqTZXQOiQWtS25fWsPOte4SETW5mn9XE58pmEwaJvkugYoQwgHJmF0WO4IC4C1NVVpp8QwgP1yGZEfSdbviQGZUMZT1zIkq/B4ur67ZBwHUrndHOcysxMmgagKp0EMiWIgNweOWEVArCEAQRjYhcE5Il71yzciWnVVPklgpwrHulAlAOBFcpUfwfvjnRRGsI6qymffUOMrlQQXKRFFqPZeOz4C1XHtfweLzXnxSYwhJuIoJH6IarVPojVzehCdkcgRaAGpvlTcUSOYP5YV+T7ukURu6TnLiCJkYIVlWFdaFnWQcNnPcHWOg6orSazpS4dNs5hTmiUo8cBJeQ3hXpnobJ5SLFZ5IoB1unUAr3cAZWqE5HGTONPoUd4E8ER6Nx7H9ddddhxtvvBFf+tKX8MUvfhFvfOMb0ev1cMMNNwAAbrzxRuzcuRNve9vbAIiB/c53vhM//dM/jYceeih4IZaXl9Hv99Hr9fD2t78dn/jEJ7Bnzx485SlPwXvf+17cd999uOWWW9Z4gqvjhOYkXHzxxdi+fXsr0WJxcRF33HEHduzYgZtuugk7duzAoUOHWlrSrbfeCmstLr/8cnzyk59csd8sy5Dnefjuy1B+bPar2P5dj+B6TCSCeEHYEM6rIqzHtdbcVASA2gpA7ZJrWfRAbWUTVleYg4XfENwOrZ4Tzfj+CuFb72tSgeEprG5tNwbVnhFiUFJbVey7LE4mH056FJrn5umWp+V+rOa9aO5rIiG0dX6MkIDKzrvDmmF6FqhIYuDNvgFaiHO8mzs7WMCmOUpWMCmh6iiYTIiYxptEyVAlMDrHBksqGQLpItBdBmbvX4aZz2ByLQ2hhibEiGceo7pvgc8TmEjuIx8WccvVqITNclE4nLeAtLjIrSMISvrSihgsIZNqRgkFsxPo43nJhO/sdxarrhUAqRJwDH9OaJXzich2tz/f8pjJcQtocaHbVAXOBjjHg5VGHI49UBo1oakEAYEZMYzBHSfkCoQERs9MKa2Nxa1fhnyJKtdI+46EylWQBEpj1yRK8jm43i8kxOBLA8GO2tmyVI4YhiqVS1iumRG9Sz+UR3rlDhCFMFPQYxOeyUBFnSmU8wTeD6BEzbZpalZF1Qgb+UccmsCV7Hc8Lwm5aR8uh8aECgeyNY8CVRSYL1nVy/UIGG2W8BcnQu5kU4R7YFNRqEWZYCCF670iN50VHHGcv57UmHeo/m2iooHBrpFW06iQ/fnGYl7ZCs+/f4ctQtnvKcMJqG5YNTH8CPj4xz+OLVu24J3vfCe2bduGu+66C1deeSUee+wxAMCTnvSkVrLha1/7WuR5jk984hOt/fgKCmMMnv3sZ+OVr3wl1q9fj127duEzn/kMfv3Xf33VMswTgROqJGzbtg0ApmZ0+t+2bdsWLpKHMQYHDx4M60zirW99K97xjnesWH5ROos7R40FrsMbdEMA+cYlTQt6Es3lDYWhtQyQh62pOAQNfkI4twQgrdyff4MmrfTmMZpufCecp3obUCsVzd9biUuMuurD5RgQwREeTVhbE2NZoQT43xmSD+HLnJT73tzfpJJBaPdkaO5vBTeFTGxUEfSyAicMPSL0vg2MNzjLewR0DlpxWZcMWMegWEj3xnTJQI9EWD/23BR6DKy736B7gNDfThhst+I9qoSQadM9EudXJcPMZ3UugQsfCMu+eAVC6Z6zauFZATMFNhQY/JRhqOUKnGrofolkWUopTTcVl7RTcspZjcFmhZl9VioVhlVgiTS5xmhTipnHqtC+OVl0D75yrZXds6JHlSTcpU6BcPwMVEnTIyF4EuIiCwVKpOMhIIl6vkzSKxS+ORIgVjhV8rE+KTKpFQIfuxdLkqGHBjZXICOlhhKOEKVhvDmDKuQZL2ZFMdKFrT0n1kJD3P/+3fUttb3nA85y14ul83bIJSnn8xDaCS2eWZ5Rmzk2yLFFuiy/+VwVVYhCxlQrJGpkMNzWgU2A7LAooOWcxnCTwtyjVeB+SPplCH2Ucxp65JQGBop10qQrHQgLpA+ZlL1ElKNhiaqXIF2uO0aaXNp5m1y6TQIInoX137LoHqhQ9rSEg6yE3BaflIBJ8mv651KYc4r1AJXuEXGU0QQ/NdXKUqvSxad5ebeKS8Rs0tmvcEA2PBHsvzuPTckJDJdy7Z/gMshTybj4wQ9+EB/84Aen/vaSl7yk9f3iiy8+4r5GoxGuvPLKxzeQNeC0qG5497vfjeuuuy58n5ubw86dO/HDX/1x7P3rDdhm7pi+YVBnsVJYrXbTp8nhsIzby1bTLlsZwJMKxJSxHAl+rJ5O2k78hrYXYoUrEbItNAOJrb0kqwnyFUJ+ygAb3oywjZlyXpMeHe+HbnoNghJVTz5+hgmJoyTESqoQ4ZAMxNWaLTFS1xIZDCQjI5NrV2h6lUsg65+ToPuYsNkBQJULF/7so8oJaMAmjNEGsegStjBZ6lgUxeWeLpvajWpYmn15Hv+xEevUMzYCIsDGxp23KBGsVW2ZjytwpUJralUyZvbXAtlqhcFFOZKR5CJky8aV6lnAAKaXwbv9iRlWSVdGSqU7JZUWqZVcApsqlOuk0Q8ZCH+Et6yNJE6G22YsSNfCVZUmZN/bxLn/G+EHVhS8EwAcv4V4NaiqhQ1Zp3gQWnF5Ysi5NRIRA9mSZYDqcAoYgFNKgufG2wKJV4pYuCYgxwkhE7joB/kKBAtd1L9xQiHfwvdhAIkHIF2qkPYpcG6QBTqHvNXtwjRayTkbhhqztJpmRtVNpITTxe/1yIayV9aAcaES7y0ilnJVH1rSrn8GWSBflGNmSxJS8eEaHxLLFzjMBZ2D7lllODpp+bvsQfo2pBPvdONdJQBUyXcGufbhAJFcG/+O0kTCcniFVX1sdoqqOovyEc40nFAlwWdtTmZwbt26FXfddVdY55xzzmltp7XGxo0bV836LIpiqjvli//q/dhRvRyWj+EB9MKvqf5OCrsV2zR+n7rOhLdgGoI34CjH8PuZ/C249xwUtX+bPNbk8QjwDZNIsYQVpgr+VZSDyeOsouBQ1XBdTvwWzoFQe3Zax2wuaxzDOFclAWos3e+k0Q5DFxCrv6qPSRWDZ8Q1nC4hCBuTAzP7bKi3N7nUyncPMqwGBlsVyjnHYLfgLGKXDMkT977FiOfL2Yyz5rS4tX2Jm3KtmQFIboKzvMkyaOyErOcasIx02aLqirC3mVAwA+JmToZGSuuYpZlU7sISY0cZ7Cw8TgjkXPqwDHiyntRlvVtX5ueEIABpquQ8IpKXwE6/5uAhCecA1wHScZIwCV8AB421FrKcNoQ712RGUBwqI6RSgFpljq3nbOK9ke6Lzvr3yoMvU3TPDBUcYvVMCEmkzK4hlKmfNW9H2ESJIAvvjSt5zZQonJUI92qr9MLIFk07yTOr+VCUq/zw14cq77kTL0LVdX00Skfu5PIUmiyQgJRwkmVUOUFX7LwGShQQw1BVBdNJYN31ToYuRycVWmdy2+uRCu8JkzCNIg13rL7EDePJl8OS53KxfoUGuLHEv7cTc4UjwZTn+JT1bjhxZEpnI06okvDggw9i9+7duOKKK3D33XcDEKv/8ssvx+///u8DAG677TZs2LABz33uc/HlLwu/wQ/+4A9CKYU77ljFI3AE2JFzuxIFchYAbaEHTFcOeMVrMl3gT1YONJcBE56Did+ax15N2DbXmzz+pBIxua9VvRmNfboqCq5UrQD4F9q/3Kt5DCYUHOJGbHKi2qKV6NmsYPB/eCWtub9gjdS13cQE1VehnTMIyA4TsgVGvmihR8JnMFovMe1kIARI5WwSOP+JJZ6cjAzO+dIIppfCEwQtPLmLtA/M7C3EFbyPkC1CrHZHapMO66qFasbF7WElEavR60A6D0oGHFVcW6qWMd7UQTKsoPslxhs78B0IOQFMJjk22aKR5EpN4B45umSZpNc9WCLpVyLEnaUMRYEt0BP+WALUWDL+TTeVR0RJo6NyVh6Emd1jVD0JEdiOxPxtIoJQlTbE3ptlomCAXHzdaherBwLJEyA00GpswDOpI1cCssNVKHUs56R9tnLcFeyeuaRfuXfWWfHOwyCJfXK+JlXCVum6Y1Y9jXShDNUc1WwWiI58aaMoeE4pcFTJcp4AKxUqRYjZhQUs0sUSxXpfYsoyNmagkvvIqUKVuXJGEk4MyQmRY5lOXebpn23TdSEUF8rxypJ1ISZRCiv4bpPVjHT5tClhtDFzz6EoG50DzjPiQgUhORKODMrdrmKdEFLlCwbFvIYuOBA8AcLk2D+P26LeC3L3zgalyTWUaibmhvUb+nz4v5lA6dfx9/tUy9fw4K1xH2cpHlcJZLMm8+KLL8ZznvMcHDx4EI8++ije//7349d+7dfwrW99K5RA7tq1KyQkfv3rX8fNN9+M66+/Htdccw3SNMUHPvAB/Nmf/dnjKuMIvRvI9W7wMfIp8n8FpuUS+P+bwnjSyl1NoAarkdvrtdzoRzj+5DiO97ewX0xPpGyOw64ypollKzq/+d+5oSA0rIhmdcgR4ffrcxRsrWRI1YIkYXm9qeqJQpEO6vPPl1ia7wChbE2y48VNrHzsPdWwiTQyqjoKszstsgUpsbNJKjTMy4TlczXISFldtTnBcDMh7TPmHqlgOgrFnHSWnHu0cGOXsQi/gcJ4nXRDTEaMzv4CybACrJAaUWXBuXgJ0kUDnUoGe9VVoVWyJ2vSY5nc1diEfAhOhWYajj2x6iVApkKIwwvE7JCUGYv7nZE4IiZfrw8Wj4eqGNoyuKJQ+++9Nt5Frwy7kkECNOSYzs3v2RGlIRWFHhG+wkJCRBZUubbaGtLOmXzCG4OcB5BKC5trKfNTBMsqCE9f3shESBck98D0UqhhJUoSmiyJHEoo4ZgtrfPSoKJQdsipeKS08+aYmUQqCFxZXzmXSn6CsUj6FYr1WQgV6FHtVQmdMLnhPYAoUb6RV+3hcOsmovxq06iIglzzYr08P6p0ia1KXuPx+hR6ZJGMDGxG4LFsZ7oJVOFKaR3xlBfMaV8UF68s+FcuGSl5vxRCBYS8MW0Q4EixasVhEuT+IaAVvpy2voU6q5o7nUk4biXh+c9/Pv72b/82fH/f+94HAPjIRz6CV73qVXjve9+LXq+HD33oQ1i/fj3+4R/+AVdeeWWLNepnfuZn8IEPfAB/8zd/A2stPvGJT+ANb3jD2s+mCW8lryZTJx/6ydK+1TAppL1l7E0kf+zmfo5VCz0R2uqkcsNUkx1NHMNnJteHry35lbullb8f6fquet2nXT9nSaJB6OL0NCprfcezAPpj+y59fiYTN60recw11EhcwjbXUpvf0xhtICQDqYQobSpZ6WPRcsgqaaDkasbZu4sto3LNoKyu3cHB+vUVFqmMS/5W0KOq5g5wLlthZqygSlEshP3RnVfFwulVWOdSdtZxqlB1NBJfgeDIknwZnio5MEJWvTQIK6nRF0FsdeP5VO5vbpyLBQieQtpdUl/fT2IJW0cOBTgSK8eoR+4aUcMjARbhXCtu7lZ7Gl+gVQVhHdNkTcbDLaVWWUlINb00VGMAqJtJeQpkL6i5zg0RwjIRotyY8XxjKO95IFdq6csj2RKUtaEvhb+m9cmgjtU3rhezsDx6hatFouRzMVzJrWxYK8PyvME9jwgKFmt3jXzFiBLuj2xBEmlhGMoY+DAJF67U018rlvBFsgyXwwBUCbe9iY1HxHsY/LMRrlnjtvh3AJNfufHlBBjxa8WpTFw8E3DcSsLf/d3fCQXnEfD2t78db3/721f9/dChQ8dNnDQNL6GfwICG7YUWTjBy26IGVj6tzRvfivs39rWivG9CEWjup+nGb3ozWorECUBzrJMvrK808N6C5v+MVSskZPMJ78KEN2aa8lAfd8oyjwlSndY6zX0qAIUjgmGCHohAz5Y4tEfWY2FGNB2F8ToVhLzvtwB4qywBWASm6WqUMwrDzQrLFzJM1yJZVsgPamz/331UsymqGYX5hyscujQFCDjnSwPMPyCWX9XVGG1SSJcZs3ukI6Mw/lnYPJEqhoqFc3+pch4CjWTZAomCdRZjMhSrT42l2gHMSBkYbU7l776VRlJAyC3wbvfx+gSqdIRAvllQrmC6CunSGHosxzx4WY50IMltM7uHdS8Ew7AzKWymUKWqTgBUBF3Wrn81NiHvhUoTWjJTaZE4S51JlBMyDHJKkyokedNzFrBlWK3Eda+8MkUuD8EGD4FNFYo5T14kFRF6WAXliAobWkhzrh3ZkbTuTobC/KhG1oVjOHg4fC4CuUZfXomhsXvkXPkn3COoCg5lolRacKpczwm57mxFsVQlQ48N1KgUIaxVCO3okeN+cCyoNlOougrZYlUn1/Z9+AGB5Mp7FPLShgqOdNkruEq8FwRUvUb78pkEC0/WWPeAUINTaVH1JElSj1z1DSRRdTyvhMbbMOa+bVHlhHJWcnCmz2Oo55DwniJcq5YygVqpqjk0ECoxfGjSgGDBK9rXPCHw41rrPs5SnBbVDceMBrMZgFpAArUABVb62CYFmrewm0rBZFxrUsFoKiPTSgtbbDDAmhQGnvJmU+O3EkExWK0n/FRLf4V3BW1vQeP/wAG/yv5qOuxVjhFSzr3Z6pZrwHYYrCzgkqyKdUB+WBQErwioipEOnGBxlnez3C1bqKCHMjnr0kKVCYo5gskZ6YJC5wCh+5iF6SQYbk4w2qhQzMmEm/aB0Tk5qo7QMo82SYe+bEEmeXLtejnVwYJnkqQ0QFzPWWmxcGkPNpXfsmWLtG+hRxS8G+yqBPLDrpDcJwm6JD6bJwAzkqHBzF6Jg9tUYuNJX87Pn693b8/tNIG22qYa3CUnnIQJMhAOjW3NIZA0LemabdN7anyHT09W5bkowi11QpKdpasdGZDpKugxheoIyS+Q/A5dyP3S1qA7NtIW2zJ0v5TrquoEUCE1EkbC7OBIBDPcNUxFOlUz2iXziXAPpalAYCvEjJb7x+zKPRk0dtwMmRYPz7CCmc9c3oKrNqEk3CtyipBNc1GMfNLgcunyJhJUTpmQnIRGGMJVvthcw2QK+YERrHbPAcEpQ+61KGRcqpJzs6kcJz9Uhv1tvkeafvmwR7pUwre79mELPa6gh4RqVqPKFUwmeSf5gvAs9M+TdwJoCnbUOQXhhW684t6L5F9bP7U15gJVop5/ICWQ6pQnJ0Q8HpzWSsLn+ZO4HC+TLyuaNFFtwQPuiZ5QDtD8De2nHo1lQFvA+/1P24dXRtaaV/B44L0o3mMwTTlAY1nr/FbZ5zRFClO8Ci3nRkNBaCltK3aywgvBjWVSpiXX0iaStT2eV8gXfQ2/ZHDDX27v+7a+LNEdphJiIptIOVi6RNJApwJGm7zyIBNbMnBVEwXDzEsjIr888Sx5vlLBxe6DcmJt6zkk60iecgJZhWRUVwr4eL6P41vn9q6AQM3LRKGiYfKyNe8JKwVoCjX4vjuj70lgtbimpUNluyIk7Cfowl65bCgBRKCmCejDMH6bpHaDy7gBn3tgMu/tqZU4ZawjZFLwaXQhdu8YFlsJcopkeeWUMFc1QkY5/o/2ur6ssEmcxAlcUyuE51IVnqW1loDkykfD9XDcD6C6XbZcMidYyR2/QkO5qu+Tct4BX5rp77s/1zDGxrvht/EKiM+XUIXkHpiu0FSnS2VQmPw189fAJ89SZUFK1++CL111IY60L03SwHCspQAnrm+KezZ8w6zwRPhDirPCfWk8H+5vPZJn0pdbxuqG0xOntZIAAFAasKb+vkIBmGL9rybwXangqkI8WOuNnbU8DNxWNFrH9krLxDI/nhVpxKucQxjL5DkAof9EI04/6Rpcsc3Rnn2Fdi7CpDeiMem29tv0GBC3lBbWXPM+rAIysp2UhTFsRqhmgaqnJLY6tDVvAAlJjh5WgaBID4ww8rmKhsEWBdMldPcA6TJDl4BNgMFWHQTIuodMCF/kh8YYbegh7bMrn5RjQiEkQZpMBe9Bi6HO0ft295WgzSkGPULZI3QWasGkBqVM2IZRrcslS74rzZyUKw/MFiUMIG5vjWQoAkyPHSkQIVi43lVuSYkuzAgKQjmrsHiRRn6Q0TlsMbNrJBUOTjiGRkkWLiGvYf26XAEGOeFMtffBUTAHpkBXemkyEd5khEI4Hci4TUfLPRtWkm/hKpK8W16aTEl/Ba8k+fg7XIVDs/2yKk2oiFBFzcEguQ0cmNptKgyZie/y6Or21bgClILpJI7dUUs4yHlokCgUczlM13EwVO76VC5JEgiCnMAueVBYFzlx96WwoRolWS5F0VEEpYVSWjgtPKMhOeXFopxz1SIaKLsK+YJBdriAmUkwXlf35vCJmuQ4MThRddKpU5ptJvkRyjCUAQpHS17NSMWQLqTd+uAcBdMVpbacayiJWiYKYvk7EC25BFFPxcxNfgQNpI7PZLQRp54nYfWpJuIoOO2VhH3//nux5UNfBCkSmlqPOgNqitVPbUHn4QVZs0KiGcOfIvymhiM86Y5P9msq0NOSGVvClzCtZ0TYb720PfamxT8Z+GsoDL4XQsgAb7YKNo3r4v+3zjPgt/fUrUArd4MMtTvJhXP2wobbLyrV5xXO1cdBG9eZCVAloZiXiSxbJCxepJD0FboHLPLDcFULhJk9tQUcktGsxPE3/tMQpqNdXBdBQSrmxFOgS+nlsHSBBhlg0z8Jq53NxDLNFiVXoOrIxU0GBulihWpGI10soYpKOji6MIJNCMvnigmVLTCGWwhlVyHtJCKIXPMg202kVHBWYbBFw3SBZCDu4HSZgss7lB+mClY7t79h0MDCdlxlQOophRU4EeFtM4KqgE1fK0WYG6CcTzHcnCAZMfJDlVR5dCSM4YmGfNKcKmy7JbJ7tvTYwGQKNve9BziUG5JzqNiMoF2mfrEhk9JU18lR2jezS2T0z4grtWzwFQRvi2kkgAKO6VEEos10iPkTGGm/CgoYh3LIxvvCDCYF20ldCaMOyp6ZSVB1HBmXqybx4QqhkYbMNQCUEi+VcuWyrDRsLjkW3f2FKBuKkC6JsDa5BnnCLZacBVXYQEzlPTisCOlCIc9Rrl0LckK5LkO6VKK3qzaKyJEwmU6CqisKph4IxXXVS1HOaaiCoUcMzbIfPRKlezynkC1bmEw6opKRd1mooF1ypSEkQ6o9C075C2CEagmyktgLLUmS4/XOOzcEBjZHyUtI6ZRkJUSsAae1kvDdV78L+9aVooVP61vgrdxpnoPVLOiQ9DjNekdrojmadurj9uyTKFt+9cmV29utcMEDtRu/OZ7VjjlZiUDAitJEJ6hDVYE/P++J8MdoKUcN4Q5GoItuLF9xHtMUMr+I66ZZMBM/crO7JocYsx7LvkYbRTlIhox04JoDuUx2DpTKTgdL2+WC5EoBR5ulZ4Mew5WMicXY356iu99AD23LKUTO0vMcCUCdX+A7NAJSoZD1OWTVk9XIlsXaXT4/R7aU1rX9iZRCjjfIhKpHQOZCKt4t4IUeMaArSRIEAChJWCTr4tg+h8BASI60Dpz8fnJnRUjGdcOqai4NQtRkBM00EW5A3d3RJ4e6ZE12XrUms6FXTsouIR1ICCQZmVoZSHXNTskAKna5AkIrHeiUmVHNpIFoqeomQYHxrIrBrd7wfNhEPA+UyG+6cI2k0vq8iBkm13XlhQ/7OIbKakaSAIXh0+dvuBwDX27p9uWTLD2NdzL0VSkaVDYqDpRC0i8R+jEYgBICDFz+hfOeKLnovrdFnWsjypE/jueLkPfYhVWc3WJzHTxJ3CHokXjDmHzVCyNzf0sDMgm/KSPvpOk02CjDPIpgHIVwk7eNCGE5yNlWjW1UqxPUE4sYblgbTmslYbSxfpAB1BOns8hXrQJomqnT0PI0TOxjRUB4yvb+pXGuzSBUG+71SW/B1O0njh9e1kmhu0IH4sbwGC3ugkmvAlNdkubG16pembhELUWAawXh/2fv34Ou2666YPA35pxr7b2f2/u+556ThEsl3Z1ubVDAiukqu9B88YPyUrEKLyUWotVlgRegKbAVCSbKB/XRGIygUoAGvsZW7EaDn0gOhCjVdocg2EBz8wMTAubkXN/Lc9t7r7XmHP3HuMy59vM877klObzJWVXJed69115rrrnWmmOM3/iN35A54/lv2nm40inbuabd8+44eUySLsg9YXsd2F4jHHwU2H9i8nIzWzABqCGPGPcT8pK8KySxGJPNIxnpNAi5a1+MaRhFhXH1TBbjxmok1TjE81FSGdqgadqLoCJkQu/XcDZh+eyoxytY3B6lwmARcfragMUtQlqLDHQYGdMSmA4Zi1uExXHB4uZWejLIDaktmrW6waLkvC+VGXGjmggq1AMWeNnaQ7cNjQARcTJRoe21iDgywiBOTgiNYwII1B8IoVFfzJ02X5oKoG2TrV9E6QnTgjDtEbq1VGJ0tzbIqw6114Q8L2bk05mkIGiUvhDQ256XCvUXxrgfVJ6bEc7V6CjEb8+G3KvoDbjSeRYtgcIgjl4iCYhTCCJ3MorKG4NEDKmo4FF3Ls/WtIzSYdJkn9XRQZISVTtWdzJpeWtAGrKkqKLA/ukM7hiCCKUARFom6sgaQCG68qe190aRbpIm6RzXk75j5I69vZ7TMrrDmnvS1tHsGhVhYPQT+/H7U3VoFU0cD4TQyAFokVDiHXC1+Y4jKjJJBM6S0uPA6Gk3AvgkbpetLy/mGJ+m2z3tJKyeYfA5S6TOpVY32EO8myrY3Zro+ErSYUsELBDYvDXi7XHs9+3PY/NWMbwKgtvw9CoDaee/4KjsnHeXD7Q7Bp5fk7XEpkzSA37HgDN4fkxNTcyIhjpP3GvEO7XsMZq/mC2asDNWbvpJ2G9qykJFXwCETQADGK4z0lpyqXtPFdz630TkhaQXFo+fQtoNB+TDheTy9xLOXyPtoDlI34b1w+IQ5AWDRlW8W4mAUzoj9LcJ9/0XgZunlbSWXtyahP0+ZDF2LCkAY/sjQBUNSbJNSkTkIIauO6n8AhRZuIvWv/fHjOWtgv0PsAsrjUe9qPo1OWdDSEpPiGvpojgcJXSnkg4YjxLSmZZZZsnXh0GkfNPZhPFARIPyMqA7LShLwrBMKgXNiCRRs5zH0KECGhnd+aTGnUFjRthk5JVA8+lc+kpY86lwPCFFQn8aZDy5IO/33gxKJohlPkj+JojRzXud5/C74wF7HznGdG0pAkeT8DTCJlcnOAbklRpvRSUWz26EZ7CQXHwl8DV6BFqFYRA/7J4lQneanfyZF2Jsw8RYPr2We1K0QdP9+35/ALgAk3BiJMovfRTHEtbsqZeW4QtpQObpsb6KauVVVPSjvjeuj6BzGCbGtJ/Q396CA2H78KpydCB9THhb0J2ZRgZgAlDyHIpzGkxrBAEnr40YjoDxkFEWTeRftCwZQOlZn0dZE8PW/gZyD5h8Y9qQo1dxA5yVBUbOGDljL/T45G67C/aLPcan53ZPOwk3fzdjetUxbvzfCWy69kXhfTNGd/MA+bK/GxThEuNtBuxCm2arpLhKQ6KF63bPuXueC5H3XVCL9nN3HuiSsXODbpDzJmbnunQ+mi0AyNKZEQxwx5jxJC5UL+z896rNVm5DOMCzuaExON8hDBKxlE4W9f3HZd/zhxLS2RLxTNQQNw8vkM5Lw/SWBaufGHeuAXnJQDAnQZ6b5VMBcQuECTj+jKSqfEB/VrT3gdG8uebAJ5HPRVHyHEuUuHlogf62RHqlCzh/pMe0Chj3gLySa4iDtI1Om4K0YdVB4GqcFTGQOSKgFIRSZuqBeaEGflsQ1yKRbC2XiRmxD7ButGJA5nLX8rmlRBjDtShaFNuCbpsFRYiEcZk8hx4Bd4AM5rf3zZoOifEr6jQFJ64xka46SgDUkk9LJYUhozuFah0Qyl4PkBp0En5IiYSkPACYeqPzGlRCm1nbbUchJAJyLUa2a9QhGSRExomBrWosKHqSLZqPjLzfuT6GISDt88+JhDhaGLw0hUu5Jpog9w4BxAVhUKTEKjFybUxFOVQeRCvGxMKFMYchbrKUuarUtJEmpcV3RWBI7wcXIO9FDEfC5Vjeyn4OAEhrQegEXVCHIMo1sq4VgnJAhcGkgsGchrgGSi98BltXXGRMt/gcGjuvbL/ztnvaSehfc4r/8xt+Av+CPqt+qJFoy1FoIfKrIP5d498q//mWyev6KZMrFnJkJzPZGC6D2mfG77m21vBfls677F274FzsfLaDfjg6Ar2mS5CXmqbQecmEsCWgEHLM9aDP6Qg8x/eX7d+gOhzhan2ygBHGPWD1bMa4HzDua25+FPLdsB+8wU2Y4D0RwEDeL4KgWISkY+uP677b61oidgwsTnQops6n5X1yPHbHMGTp7TB2CcNBEM19BUq21xK21wnTvj4vk0VcUHa59gNgPc6kxtOgW4ISc2ukzykIUUzXclFyVL5CgZfzBR2n9GXQhteKLlFmpC3cScjWg4AgKQ3Ni1uLZrA0iip9EPZ+08MCUMMZIIZ3kkqHAEhOV+eQo0kal6o9oCV5YuikAsAieUCdsY49wse60cUwlMV6QQSr0YOnWrwDpzHwJ3E63JDpBZBWbPjzn9QpJU03EEnppc6pl7TauYL2wrCIX5s4WaqKolSJAPCW3hwqn8Q2jnVsNKI6DFORdCCLgFXpI6ANomY8CeU4zJxtiOLkuJJ5KGfk+3IEUKSJWtmIsecOKIo6mvaG7C/rI2VxFOQ9E4d62pPqCH8/SOYw6sWFC7DnJ2Fr7udLOsan6XZPOwmb2yu899nfDeB0HsE3hvF5Owj2dyGJljXyLCuN7EbC3uMBmwcZeVnQnQTsfVRenvXDLCVDbd7fD3j52J/PuO66tT95PgaY4A6O/TysZdEn0rSDogwuB6tRAycGTcGNKk016p+lB3aH6OmHS8Zi/9397cyR0UVsmUFjQAnAdlWwuJUwrYCz1wD9zxEWtzL2nhCol5MYr6Pf3GD9kKQcls+OePpzF9jexxiPiqRIJkIYwswZG67Jtadz4P5fmTAtA+LIWNwa0d1cI+/3GK712h1Q5qA7yfD8ukkFM3tfAMoFac2KfOhiuiEc/WbB4vYkhnQhC2fIatSnIoQ3nxPJ4w83eqlWGKru/+J2Rn9ncK6C568Bye0zpAfENqPsdcgHCcO1iNXTI8K5kAndEDPj2s0BrDyG3Xeqvz04gsIUEYpEyWEQlUaOQZQHNQ2T+yiEvVIVAUsvFQLLp7Wrq0byNvZpv/MW27PeBpEw7kesntwgng0oqw6lT26AHb0Y5DzGwehOFfbvQi1LnCRVxJP06SiL6M2RwshYPLNBgqAS3AchOJIS/rg6RMNhj7jJoqSpAlJSrmqMVkGEZE4KupNBkKU+Cj/hdEQYglZYKAISgGkZ/N0KihhNewHDPmFz3wrLmxn9ifBiwAwaJJ1holh2LwHonEZJhUyMuC44eEKcrdwT0oZRenGq1w+Tlk9CkI8tASUov0PeESHuShtwqKMQt1ASLBRRA4ZrkNbsLE7ChjsUFHT0yU414BUn4SVu97ST8Pr/aYsnFq/DYvpZ96ABVAMGjZLbzy/Z2BQTA4DAWP5Wj+5EStHOXiOkn7QBFjcZ3akskP2pNhciYHFHJIK39wHbB/NzGu3n6o1wYaw7iMTFH9/9fOgKKBVQYJSzDt3tiO4OzXTsOVw8Dms0z4oyWLRg/eXDGDEeFkk72G/thbzbmHa/u2zfnbngVP99/io1golx+/URaRMR14zrvzFgvK/HuCeL9fpBceIWtwLWDzHynoyVtsFTLulMGt6ETFg9ydK7QfsB9CfZmeB5r5dFGXBym+RcG4IfSUQYt0XK/YaC6bDD5kZCGIHD3y4II2NzX0DaFoX5C4ajBGIWVKMLElUTIQyTGnwGopDweCNKhpZT7k6n5vwksL1L5mnzoi4IT0Gj59wpIqJw9HA9ST57W8B7Sa5JeRaS17c+DBrlQ8o6LTq3aBYA0lo6GwJQFUwh9JWFIDxxnb3ixH7jaQc1KNXBR9VTsOtZJXde2Ma1USfFnr22GiCQdGIsDO6D8yFKH93BiOcTeoZWDhCGGws5XdEywIn9ER33kkf5ADAeJumhcCLnoCz8Da+WWEhbaFBAyEkqE0iem/GwcwczDAVlEZRsWURASc9t4lpx0IoIrfSImzxzBmiU+1v6UNUt+4C41q6aCxl33BSESCidyJWP+4TNfSp8tAS211hSBjsl0oCCVAkSWERGGKXElrSte4mCUKU1XDchnYpOwivlj/fmdk87Cf/+Z/4HvPH0v68Rz1VdOC41QphD+pEFQVhHpDPpF9CdMYaTgDgAcc3o1gysZWFNm6Jd7TSnOwVwCJj2A/J+ixvWc1zZ+8B2uari4W5e7HM5CIFBSeHNMSKshcmfNkBewEsMDR6cDZH0/xQkkTI7uHAKn2qrXFJHof3dDBF4HuN8ruvzLk/AdJi9qmJ7H2OcJDrvTzrVpBdS4HBdDE86J3BX3NGQ3hBysXEDMYIZ6M7ZnaVpEdBvZeEvKYB08RVxJ7jWgnVEBOBlkACkzbDKJecFIQ4S9Xdnk0j6buf6AMiaNyYC9wT0QVMHeoM0KqVIyH6zoHyI+QNimgYVagcKa3rM0w7waF0kPsTBKIEQtP2fs/BhsDJrlYU4C2WZwKGWMwKin8CdGmltZMQkufdoEsLWEREVFjfhJEuviDVSdEZTTXFbPIUALWOVyoSCkpLeizI7t0yI8kYmqmuEnYNZRJkioSCCVAhLUhgkglHNO8KJvCV23LIogS4I6ZwkezGxpxMA6Pjs91qGaWNzBdj63JBdZwi1HFLVFoOCL67GGJvSPgK4jzrGgHSyhQlfWT8NGwMT3AHiTjgDeSmGvnTS2+TKd5YAE1hjljVEKk40pVLEWSCGNzyzzpnp5encoGjli12AmmN8mm73tJNw5bYLL132wLcRrxrmdCfh+q9BSn9IGOirp/Tl1Ye/JPnfuBfQaZ4t9wFpzdh/sqA7J9z8HFRhoLuNQbfnch6e81qv+nlghL0JYKCcduifjUI0YmDcQ+ULNv+VAWE2hyHXv/NS/g4TsHxWFtLxMGC4v8ogzxywdpz23e52t3TLbipCqyysyiQnRoa0q9g8AtAQVK5ZUijdScD+xzLWD0bVS2DE82qQ+jtmbMRYp40Y9vOHLAUgJLLFnYy8FEGk1dOjL9Refqd8BSulm/YjFjehkaXsEzei5rf3ZHBDIo2SRFchbDPKQso1h4OAo7NR0g5Z+Ap5lcTIFIO+BboOUFLiVIAYVYdAjbsaFxNMosxYPjshbbJXrSyfHV0/AkGRimByxHCCHhMQWKobDNo2gp+dj0f9r+bnqTC4E+PYnatiYyLE0wkF0Vcga/jU5tCDVhJwkp2WT57rOQOGGwtBa7LyFxIBYzXQcVsQN5OkCjrJ/QeNrgEgjFmuw/gKSbgBrFF+GKugVF4EeJ8Lc06y3IMwiWR4WSiploFpr5PunJnR3d5WB2BiTMsqWNXdGeS8Kp9Nyu8wx6IsgWEl+hpxLWmN0gUErZwYrvfupIaxYHN/h6wO2uIZ0nLTgJPXJOw/mbG4NWJ7o8N4JGmouC1gCmLgMzDtsRt2TwNeIkbXph7ySn4zHgDLZ0Q4anFeMK0IRfs3RG0A/PLJMl8dP76QY3y6bp9aToKW3wDV8F6IzNt/RgYiIywy8PQC/S1ZyMJocGVVW3MSkfacNyKcLfA0KQwNoL8VMO0zypKvNpatcWcI/B1MnvWS3+2O3a/5ks8DA72kF7gQut9eIK5JIwWLfi8/nrSwreuCLGh6+gBMKylpcqN6DoSRkM4TNg8WcM/zFE87xva/s+t6vk7SxXmhkZREKmzsuJaonQphe4MxXCu487ooFQADgQeSJksdkHvG+atEZpYysP+4dJ0EybUt7mSHz/MyihbB+YQ4FpQikL7B75ShfREKQhSy3/FnLdGti2sSBO0aaSQ2ToTxKGHYD0gboL8tLPX+9oj+NjQnnkBjRjzZSupAm/d0p1nLG1klmkkM+DaDl/LA0lgcsqdckPcSEITkFs9F02Fa2GcZtCnupJRE3mmyJElRpHWnj5ekX0ByzdzHqgiZqObwVbFQmP1AWE/SNbMPVbehoEa6DNcDsM6PZZk8fcBdFO7FWNDfGTDtdYK4DAVBoffSxcrJSMHlq8EAbJxaWsoqYyz7VV5IiYSyCH5f47ZoKauRKFEbjY2MjkXRMC+E4Bm3RbUIZN6tbwUHqcqw6F50EyaEswnYb0oAAJc+joMSHjUdQpldzrk7mTBck86e4IjN9eAEw//25iP0dxjLW+Jw5D5gOOqwuRadmGnkwzgw9p6Q8017hOEoYvtAUTIjIa5JCZyM0tXFgQNrN1FGAWFzv6Tr0jmhP2GUlRIewRg5YeT8SsrhHtw+tZyE59p2DXMAEMWQxoGazmVzYyR5aXikIU1kgLQlBIVKCRIFxI1CbwtI+VrYOT/v/M3kZKDSSaQ7a85k+xaD9KAOC3t1BQiSbzcNB1NsGwLoPCKdEkLWKKlxEFqCom2SiwXc6edLggkSJyloU6Gg7Ot0RsgToSyLX7eXhrbzfzdU4W7b7kAZ4iBM8t8AaVYTN9D8tzh4JYojA2VipzXAgxCzrPMdTdqGepTBdadq5LIshHGrfQICXPkvZK4kP4Ybg9ILEc1z6+ogGPxPzApbV5390PIUc1GGvBlTcQKsbt4rClgQL9PmpxxAWaPrETX1oVuYCrgIQ55JovdpX2R/WXkQQpysvysJDoezkhNrVQBVyFxz/d6PwFIx2lWSI8TY2zsUq8iTzZ+w8S01UORaOMIYAdZFEYBoNeTovAQTOCKrFABmaAcAMAdgK+JGhh5AqyralE1s+k9YUyWwpQT0v3qNYYJkhFgfbkKD9DBq2kcQAyoib2aPculqrw3vn8EMlAiagKSOnqWEbI7khjY3l+TZ9mqNDlrKyB7JGyehVimoY5kBahUXC5BXgpBQESn03FsDKN3f1q6JfE3xeMwqXab55wUFFzXjPwlbu+6+lGN8mm6fek7C8zE8tk9kAR820fNo4giY0dfdtoy0YWyviQxw7gl5KYIhkeC56LhlxCHjRGvsw0AoC3YkYu4g1AoK00efVkCOCk225YhFauq7O0oI0s6CHtEH4PzVhLzPQKf50CEgnkTsf1RedpOVtRdcSFGaN2xOxbruN6lOdYzkGGHUBUibItkYAIEbpz1gez9JjTUBM7VHu/bWUXu+96zdWH9EumBNRqokdKfqBJDMIZOMsUx1vGnNHk2VJH0bwsjoT4qPZXFbnJC8jMjLiNUT5yiLJNHY/RHLm0A8mzAcdlJxMDIWQ0ZeJoyHEev7IhYnRSV6pcTOW0oPQjyzPgf9SXHDZjloFIGYSx9F0OewB7S8LoxqgKI4GlaeSIURrUJiyMoZII/ErXERx4CySBgPpFnQ3tZKC6VJVncySj+J/aQdLIHFnZZn0wg7dU05oN7buC1OqCNl/ZdFRLbxAC4vbBxLVnligiEfWVEDcc7QB73t+iIVESxiTYe4xPOYxcirrgMVKa+U8wpqQCykvdJL2iesJ0STOyagOx6AQ6li6e5sMKkwV8ux4ERIp6LEWKysU6H/ZA2iCuQ8i+hdPg2VAMSRmFYRCBHdsSo5qrMQ9XkIkwh6ISi+HwDSNtTjfvJ1BwwsgqRIpwVh+Sy7s2yS5SWSIBO5Ov5Vg4G8/XocRI/CqnH2niwY9wjjEWE8lBJYQ1Q7L6OUw8RB1hUOwvGBOYiQ8seXBU14hZPwkrZPLSfBcsuaawVwId/vbF3Vs+chIB4n7H8U6M5YF252D1i0zcWTXtwp2uxEiHElEaYluaRtyBLZ3fdrGcOhVDyc/K9yFR+KymBnM3CE/g5h9TSDSZoAAQGrJ5VsloDxSNCJuBHDZWJCeSF9BsYjxrQnveEPfjOhO2WMB9pAJopwDxn7uGj9sw4hqIORV4ztIxPiwQgwIZ90WDwVEbaKQHTqPCmUaYgLAIEh1YnIvSwqy6cCtjck3VJ6NS4v1THwGwiEbVDIl6RC4bw6T2ktJNPFiZwod8BwRAiTaBScvUbRnrHmSklLO/vTWkY4HggrnUnbVK+kh0B/PHqzJw7aPlhr6acD6YEQt4zD3x70eajeFk0skZsakhIDhmtJSsxSQzALBIQAjCM4dcjLiO19nfAWRkaOBGwE6Uhno6roQYzcMiGuR2DITfVBwPZGwuqJraQVhgnD/hJhZKyemZrIXyLyaa9HXoqRiFuFuk0bQtEDg+hNuIhYSk+lVLBh2Y9SmpfVYBtp0YPKQMiqfRAmqTTgGIS41/MsJZD3A3AMRFaORpISxWkZRT57lAoNq0IJk0D9NAappDDkJzPCdsJ4uBTuwEJKBOUZl3JTIyhuHtrz9IGnIIoYauuh4DpqmbWqpkd3klUSegJHUn0A4UmUPiKr9kTciENnTiv3AZvrHcLASJuMsJ7QTSx9GBS1CsmIheTvBBUpx429RANhIhHpWrOKjxFKAMY9qtUlobby7s4qEsJBiNuioCg8HeFmUE1TBqAo76o7k0qw4Zquiz1AZxqAFHUWAHQUMfLLKM/8yvaitnvaSfjcv/At+OjeiNf8vZ9RlcVQHb42Ym02F1rSckcQwB1r219tmzrZzs3/mmMyQWBpDWrioPAxQfXsBXkoHRDWAQhaRqgCTNZdTcrYpBcBAGVMk/QmWJLD4FZeJGqADFbFvdI17PNBFnFpAQs/HmvFmC1C04rdsBuvoPQMJIVUiREORmwB0DaIg7JVZEORD0MmSi9GOYxS9WBzQwXoTgl5lEi87JWLPIWr4LvncB5oIncQJEUg4wsDtCxT7l9llVOF6CeNNrWCgSNm91o62QHWFMjKzcKkkLWiTEHbHltpIZOR4YpHlaUPyIE8dSXITQEKOfJEzEK+U7jbFBQTAKxHHZcgAXEoiBsxjgKTy5h4oioA1EDm3NUSv7DNSGdBjJGKLU0HUaJFklJPzuwc3jAVlInAilAwACwgFTykYk1WvqiKicKat/JR1QvoA+I5REVxl/nV/FuctOwQPXexKqo3DY6sUyOngNJFcViyGFPrbWEES0tjhLZrmLd1hqAymlYxsmntb6E8AD2Ovedh0LlXTYwqM83e7EqXIXGSugCsOk97WFWJPFMs7RYMEVKdhxKln4dxO0zRk+zgNibACYT+t83TwEhbFeiycbKkEgwJ5CioQ1orSTKSIwueQrRpY21DHeV9o0nPq+tNVGnmdM4uAU25Bt8lEaLCjeFFRwcvfiOuKY+XcoxP1+2edhJe/6X/C77qvv83vu9d/ztgmmqr6BlVf2fjCoFTFMtZ+iJNcgZRwDNEwNXdnA1pnwE0QFXqZPEa9wLiKHA2IEYprYHuJIjRVgljewHDllB6MW4myZu2hHxbIlfz/uNQ0xJxEIMTmBFHdQCyEPFyL6jBtEcYrrGh8eJkJK1lnjSvuGxKFk2uuQD5LAGJ0e0NWD44YBwSxtMefDtJl7hBEYokAiylY1AJXj44BR17APpjWYTyFtj0BNLcv9yC6mDNtt3PdtcTFichTKr2NgnRMOi9AOnc6v0jACbVbfMeN+S5Uuj8ABWyFkeBq6SzleFBiXDK+J/2InJPWD4rTaCMk0B9wBQjpr2A3FQixC1LNGnlcd4MaHToflpFTKtQOQc2fu1EGLX+frJafXOEIwFDQTwfwCEAZkQByd3rNYTt5DLP415QPQlJm4WJQFzkfENBJEVTVLeAg5TNWukgK0nYmkQZwTdoW2NRhBTDR0MG1gCUgyEtpfVdLYLAxfXkSosi+VyRC2P8W88GIyQGbQgVzkawly025zcHg8SBQYKXFXIMlW9QgPEgVTRFqwWIRWVRUDdG2BSURX1eXFKZgLC17pCCUpmjWPrg/BWaqggWZUZUESgZJzzICSNLP40AgKMHEcbxqOtS86qwKh2SpBSclxHqvlK6DQyKkpQeSDdlDcu9vLthIuXI1JQcIIgcRyCdkjvYJbFUN2zEwejOuFaIaDWY8SNMlvtlqXBoruMlHePTdLunnYR3vfYn8G9PD8FZmXYs4h6FeOZl725MLFUNkVHGgMXTCf2xkNX6EzH49ttpqbk8TaN1Z8ooT6R19SQOwiAvW+moqo8x8MD/L+PkNRHb+wjDtSKeeAbKgrF4VlCDksSApfOiHQ4D0kYY5XlRIUVXQ9MHtkT5O27FOclLcRzSWqWLF4zhwQnpdkK6Sdh7klEWBJxGhFEM+bSCa6untRxzuNZhfV9BPAk4eoLk5SdJl+SlwAWmmYACrxWPG0aI6rD0GrmcAGGU9EM+KEK4ZEElgOYeXeIwtN0saSKpAFFoN0zKyZgEielPC04fjcKX2AKrpydMe3LTlrcZ6/uFGBpG4P5fnrA9Clg/EJSYxeiUO7C+X9ou7z8xShogCCGyOx5QUkBQQZ64zqAcMB4kaXA0ZITNBAwAcoe8Ct6KWRjyWVX/goj7AE5sMwnfdD4hnU1AIEwHPdLtDeLxFmE9YfPIHlKWqJLV2EYtjbz5v91DmIDFyRKLW9J5kpgRjwfk/U4U/jrCdNhJs6HNhMMPr1GWUXsbyLOVFxElBpWXZixuT+D7klftlE4h8kWH7vYGea+T3H8kN4JhKgLXq7EbDzrETUA8G5EXUVpBn4+gVeetjqUJklR+bO/v0N+eJC2Si/cmcAczUEVSlHRIo/SYKF0ErzpBeIbiZY4IwdMIaT1KCkmv3UoB+zuDw/fxfHS0IrEQQwuANMC7XlJmREV+8lJJiRM7yVnKaiXdMR52mLomNaHP1eLmUJFPTc9IWqSgv1McmSt9cB2Jkuyai5bcivEPQ8G06hwRO39IXmoqgioU5cPIcx6EpDgCZ68OSOfA/seyP4cgSDWLIaujBCV0zDj87YL1AwHjgfAT0HAQAG05nRnTUp0lTVO8rNsrnISXtN3TTsLfe+bzcV+S2h3OGchlRmQDo+bSI8+cBopFWNdjQFrLvqUDhgMx+CVJ2U9/yv58cCScPxhQOjHMizsqdTqyR5gcCImNdKQwZIwC6dvGkh6QqBcaVRYYW10MCwlsqegBACcp5kTS+bCvF1R6OKzNAeCgAH+pimhMCstTMzehPv/23zBSzTuqA2D7F3WWaISUa0ax90VRDRvntAI4y/n6Y3EMpk3EtGRwJ46R8UIu3RiVT0JyHUYGlWoQoL/NInQ1irFd3qp97rc3EqalOAa5I48A4xbY3JAyudWzwuqPqq9fUoVw8yJonlrkgPtbAPcBw2EnSoIpAKxSxVkEeShncWRU1TBNhh5pJDgxENgXemSIIeEaUbZSyGWvE15B1AZHQciFgELXDJRVwsETlSjHJL0BwiglgXE9IkwF41EP65MgVSGSaxLdAnj0GcbipEJpgY2aYlLYlgkq3EN1LPp+5Jj8My6aby/skT4HArREUoiOJDoGUaoJ+ttVRhldkOqLdUE6F+7F+cMrbA9lDvafHEXCOZK2oZY5jts8S2fAdA2GXMWZiBDXlYzp0TYrCtCJSJTB/NUxD1JsYmWa8mMhrwIopp3Bco6yiLIGEMP6UVip57SKtXLIEBNDwfSZEC4C9BlTbYxI0q/B0AJ7XndSoG2lRe6FPzUcRiEXapWPEHcrF8vmYnuDsFZi7eFvK/lRUx3TStefyOhPpeQYENKirWGmKSMy4cB5WWDLIxLiy6aX8Mr24rZ72kn41//lc/Hw/Q+C+AmAC2jKYuBIjIaJxZQIsEbLTAI6gEkIjlmMtSxgqp62UbJWEPJPUTiQg/ZZX4rUaHdujVsApJqKYGX+BzUS7qiYzVOOgUUdgMLfVI2sRaBkJVq6lSiIwXjQNFGBIB5xtN/KuQhwDQFQRQws2pAWyzJesCowWv5O+8pzQhVYUZjRiWcF4F4jowhnqktOVe2lIg7pVCIOmkjIlKk6NiBofwi9JnMe2G6Y8gwUykUQ56o718UQcu7+tDihdDgg5GUt3TI2dhiEyGiokRBZycmXQSOzkqRDI8jSP1pJsCTNzWuUdjrA+wa0FV5EUsqYa+rARHhKF6SfgRoDb2iUkpdIogBlIQQ6IfXVEkpAHQ4CpmXE4tktOAap4ydxAEgNZdgI34Cv9QL3c608sDExURUQGjOYIrgDpmVl7AOV8CZNn8SoWxtmMfTk+go0MShw7evQRY3qCSWKDDUD1XCqgU9rRT+SkCLHPSH30TYDKWBcBQxHqhcQ1DHvE/JKWzKPNW1h98Hfq8mMqvwubrJcjzbtMgNnjpndC4fdufIQuABpXRBQy0ktNclTjUdyF9y4Swt28nde9A3sfRTnoqaZ9ABBc/oFkg7KANpngsRhKLFyLDhUJwGANpmS+znti6R22sjn/amOJWllAte1wLlNjxPSqQx6fb84LVL5YHwgRU+yphvU4THeSshVJyG9HDoJr6QbXtJ2TzsJD/7bBfCDHwMXJSfljO6k1gPPNAEU4raqgWETkA8klzxcY6yellQCAFhtfUnyUnSnUho0LQl7T2ru0aN2WRjSmeit54Uo9MVJDIK8sMJBmFaMuJa0Rjo3T5+dOOXth4tUMVBGraToCNNSxp+X0gERkMqEvBQov38moj8mLJ8RbsK0Jy/6tIKkCnrC9gG5RiHSEUrHtURprE7F8pkgxn0ti4Bcm47J8tSKTADVkQijpU50riOweZA8Cu1OgMUt1RvYF2M9HALrRwpWTwSMB4zxusxD3ASfg/6WOAjSilbONe7Boxgm6W5XOpkvKnoPO2kLnc4lBztcYyxuEfL9hPVDEYubLBLc50VJfkIClDp5IQUunxW1QyagOy3oTkaPyk2SuO0AGMaMvY9VpT0zrL5oD9UYTHud5OOzSB2Hkb07YNhm50yURQSpNLUQ6EglnwM4LjT6JfR3Jn2GBBYvfULZ6zAcRQyHogx6+FsinRzGgv6m1R2q8VMxorjJCFPSPLc4oCIWVHsVxHV2ozz2C2HK57qa0sQoq+R/01jEcFjKQKPqdLwVoiWRplLIr8ccD15ElBSw/8SA/Scgzo+mEDYPyQMc1wVxY9egc6zNsTgS0tnoxl8mVRw1FOFruHPQRXFuhizjN7sdyDkYBvd7tD7U6zbdCvlHdc45kDds4ig8BhvPtCKUw6TpL5tXFhn4PiBus+twyPsmjae621tQLoiLpCWmFhywkGcXpGJKgqYtbguKNxwIwtidKTqRZAy2/lz7sDyLcZA+JHkRsb0WcfpaLTM+l2sjZiFfr6VE3PlTIzTYkrUtUMGCulc4Cffgdk87CaevjjgyB0EjBjPel5HerFKBWEvlNqagRihJypeSSuj6xGw0zzaxGyQQMC2UIKTiI1BmfFAxnirtyuhOkxAKr8O98O6cPUcetCLCWiAXk4gNApdPK23KoyVJHJSVT0BRox5PxEHojisRKS+0AYsSJeMALJ4JHi0YWmL9CqwvgzGVLeKZVuTaCIZeEMOv3aJwTsDU1e+pwEWczGHIh3LukIF0BqQzWWTCJM4YR8K035RaQYmJWt3Rn0iJJ5M4SyVWqHs4FKW35WlBd1owHoiuxbQQiWYmYAEt0ZrgwklyfWJAE1D5EoBGugAyEMcCOpN2zN6vIIkUM6bixDyOYd7ZcWKtggAQteXwttTOjVFQhNIJH8Ce1+pkEMKgBiLVihYqovbpGglbFhEnTvX5J223TITl7aLCSfpdYYTNBF5ETHsJeSkpljgWSGmpNGiyfLaVBMetlCqWRcR4kNCdTnOmv6YYAEh6RHVxeRG9LNOMMnS+ncBngkQTI+XsDaxKF0XCWuclr5I4ZENGf7s63IYIlBSABYEGJWOyci4aBUbuq0MSVE+CuyD9KxJJyaTKSFvliAutEYkT5+mITo7fKflVK2MMmROiICGeiPPCRRwiKgxkQcriKOlSF0nKjFDq82DNtEoz13mva6oizCkKOg7Zb/1AxOZ+wngg6wAVRvDrqY967pRHpEtq6Qi5jxj3ozgLm4Ib/0XWPA6yBk4r0t/qe6IABhX4OC0IednElF7ZXtJ2TzsJUturm3qoNMlj6PC3wuIuN6wPuIiHyE9zL/Ba3gKd1jpTEbIOUPO/cSsRdTG9em08A8BfyLa/vC30ac1Ip9oExlTIiui+e1rBIN0MuStal24pjJb5TxmIpq5GgpJQNolk1OhGRU/iljzCDxPmnrVxEhonARCDbMbdVQltfSx1HDOHTP/LQefcTpEB6Lw7oVENfhwYxUo6VeEtbmWuhFkvugbi1ElpaTsvpSMfp1Q3SCWAVA0kxE1AWhCGgxr1DUEchLiVhdEfIUWGXEirmEaAzlfWPLTXugmbnKApi6jlrom8VE56JbE7CC3bvJ5Y4PY2+iSu7HRLXcjDytVgQcel+hVmjDhJLhz2PYnTms6y57HFcGqkFyydppE7Bz9efZYrfC1dC7OUgS4IQ+wq14FbdEzmwK7RGiRxIGBbnxlxHsgNvCtYDqor0Ek1Q7G8O+txXJCsTdmQPGvqxEVotYOqHkoHT3nvTOCqJELYCmmQnUgaQIH9WuSlmHMK5F416QHTaWnurxlO/zfVeS1adWTiVALbs49Xrk2aegFQMqVxV6CEwepYWXlk6cgdOw7CRRAHn7X3Rx3fmO25EaeblEsgZY11LbN20P2x3I/cS6WPqy8SZs9My3WSaXoZeQivIAkvabunnYT73/0zOAfkpQ8EZKkO8BKdxqsXli48Qp1WaggDsH6IMBzJArG4U5TBLwZHjJAYgrTO2KySSjKzNntSQR2aG3wm6IIUvOVwHIKrtk3LWhEByKITt7lq+u8l5JVEwmkNJTbWa7IyI+vOboqIZiwXt9qnWufEOu3ZRqhqss3LDQjnAdDzaPnkbB+CGjNdDHL9N6B8hwQgaYrhDiOtZcFe3BxFZCcQhmvaJ2Ak3H6dRIrLpwlHH8nY3Cdlev0xY3FSNJ+vBEXVntheC64aefB4QTovTjg0WJ+jdceTqYgjO1eEGFjezujvCLw7HibN92aPqEUFUch3wzKKIh9QS/ZU8Gc8TLOF0psoMWPaT83iXiV7Sx/keIWBPqrORgFKEaO2SlLtcp6FjDhNoCmgLKPfuzho46QgDHyrsQeLhgAN4jilM21hHKXDJJNUUZQ+KnokkXFeRCfuGi9hcVwwHKhyYCIsnpKW2HkVceezE1bPFCyOsxtPU1k0gaESJfJmLUe0HhYcCJsHO3QnWbUSCqaDTlAWc4x0G/cCurPiUfC0iu6s7z2+Rl5EDIed5/bDxAjDhHFviWkVazOuAIz7Ed1ZQV5IdZKkDIr01+iiG8A0FKT1IOjQStGWkUGbom2r5fmf9qM4YdsiKoqQ5yYvlVNRgHSaPX1SOsK00JbhQ0WFrN/DcK1HHAq6Y0FsShc8MrfyyOXGUp+CRoxHov6ZPU0jJMcwAsubjElTbuMBpAcDVSIwIGk5QN7jxS3C4qbc9/6kyNpUxPEbDyLGFWHcV05CbpwjfSbHPeF2mRMEAJkZI15RXLzXtnvaSWg3LgxME9KWsblPtAlM6COdiaNw+lpy5u3yGXlw48g4+CgrK1zy83HDXu4VRkbcFF2IUR98AEBLXFSv2yIPJ0xpudRW0hUliRHpz4pXRJQkECGPhBBkwQ+q2b7KrLK7ABhIG1nYhgMSQ94gDLNIvt2uSL2sH5JIOW4I+/9N0h+5Fy7D6ilpjR0HxtnDsdFuuOoGwPfhBIz7jOUzWnaZhCy4uSGll3GIoGNhm3fHGXkRMO0F7ZcgssklyeLWnQu8Oa4ETjVnz7bxQNGdBGwPJUqiHFwaOHeSizd0I2QZCxWg6OK2PRRhoTBq6dbE6G/nmQMUt1lkeWJ0cRwAWgOfAW0KNu0n/9wrG9RYm+BQOh3cQFoPB6vPN6cjjPJ32GRpXpQLwlby/5LHXkqFQSJMnbRhjtviqo1UJCXgkseholsIwnGwtIpL85JK/ao2Q5iARS4oHWF7FD2/TQxM1xYgZnSnE278L0XVF6X7ZRhUUllFnqgwMALbG70cNzOmPvm7srgpMtCGfkRt1sSBpCmVogUhA+NBBJWA1RNbYKltqgsw7XdyrFsDSi+VGcO1gCXE+PeT9MKIeh/ACaePJs3LF5w9ktCdFSWzqsMwsUP6xmPojiefrzBo6WUUbQuZg1rtUVBRB1OapJGRTfTIlFonBqmqIxSR6e8MMn/bEWkq4iyqk7K4PYkOgsljaxqiPpSKamYggIVXdc5Y3GGMe1QrkXbWiaCN0WiSICq/inD+SASViL0nExbHBctnR3nOYkDuyYMPgqxxrlq5gCIWgpgGEu2NV7Z7b/vUcBIoAFyk5Gpq0gcrWeUNMTCSHutVS7qAtJUvez7eoP82/265NjOwJcJRgfZFcTiyCeSF3VzQn0rfB+MueMOoTuBNlCJ6AAobWq15SQrlFkFEDE3Y7btQ56P+eUEvwmDpCEyHJhmtKm+kJY29cgAG6W5nc9aWQF44JatOQ2SP0KUWm2vJVJLj5D4gdtJtM+QCHk05cYcHoTB6e03GcfBUSxanLpJ8V6LkfvNKyuws+jLHbqYx4bCwOCWLYzFEptjo5YgKg1ckhep33KApAc5DoXEeBUMdR9KF3edt52+vbrDeB7nU81pZnhlfNnKsjUUdVEOHmmsII1eyZZHny99+3Z8bhUgbD00AaV2/iOLo/PWNo+QVHI14UdSaf2Pc63j8vWgrLKYCSuRM/fo+CY/AriluC3IfkTvCtJ/qvewEkQlD8QoG26ZVRFpn4S9oJYKkYwjTnmh79Cc2B1Wzog6uuU+aUpDnT5+BAhC1QlwasJjmwmD3Cu4IliIPr5UUFtZGTrnOj0lky7xm0KTcF0M8xlwFqYicA0O5ri02fhFr01TcBigLQlYkzVFBAlCaSqoA4WkpyjgcyjoRJkH+fJ7sOVRHTgIf9mZ0TLIeR/VIX1FcvPe2e9pJ+Pf8HpzwCZCB/y78SSFNjRoRL9S4roBpJOlDMAJZ77aVAHIQ7XGrJ7bSsnazlylkMZgmcrS4I2kESSuoke0ASloWpItbGAtoI3BvXkaXgA0TMC00pUBWgiRd4kR4B94TArmSIgFd5O0lx13QsN1rsXc7Alhl8DaCN9D0iBEr2TUeAKmQcOdg1+mw40LgSlso06k5Z5rK0XHmXkmfBtuqRG04mxC3EaWvREljSovUsnBEwiCCTrkTyDaMwm0QhEUQg3FPiINmgOMApFK0yQ6k1LLT6+1qs6y9Z2RhthbMsoBW/YJZbb+VoQHIScoBcxeQzieJpDcT8tFCy/uakI3gJYSsqQfXLyiymnljIyX2WR39tN+DSaJMANoLAoBWPSCS5PBT7XBoDkQ6mxy+lzRJQNYyw7TOwrNJAo2XTpURC4sjpQ5qSfD0iVVWSI5bUklWdWGliXkREUsWgxMDupPJv49a0gnIM+/tlDvpxRCU+DutlAA6iYT1uB9RloT1gwmL24IWTSt9ljJp3j4I8fG8ICsCZRUJeZUwHkSsb0RM1tekMJZ3hK1n5cvWUMmqTGQQVIWNdAtqyHOvBpYqQkSFEVWkCwyXWA4poCixzxpHxaEISbFoahAEapxUUU8tqsCqSIWqToqmRfB7ENesza3k2sLIWnUlyBxHICy06yxZAKW+cBNEUSY3sHkJbKM6Z1l1J0w53NbOUp2O5Z36vo37ch2ZGYv2XfhkbYagvdRjfJpuLyOb5OO7UYygGGaesJN5NB9tcHheAKefJcYIpNUDvZYlqRBKGC2Hrt5+VxerODAWx1lJQSq/m2VB6I8nN+Ye4QVIPvuow7QXXRHOW7tGuEE27fN0nhHXBeN+8PEYPGxNVKzaYBYNtNd8yf8qwQkQIQMGxxYRgSMBFiVYlGych9kxqflflGNJ9CK/F00H1jaz8Ag3bhndyQAam46BFkUx4+BjBf2xOAfjodwnl+fVe5A2oiYHSDTZnWSkdUHa1mjdiFvjXvBqkrRWmeQBOPytguv/NeP6h0Z1DiDGwIh/kTCtIs4fXWG40bvzkU4G9M+uAYhE87RKmq4KyMuEfG3pizuYZ29a6aJH/ZRLJUCq0mHpI6ajpcLc1dlJJ4MoP/ZRDPgk7H4vqSxAXkqEHba5RvvZoPsOeb9D3kuS4mCJdOWaxJEIQ0E6HdGdCG8EwJzTwxa5C+oQh+KLsAn+jEcJ00GHdDpKLl2vwVUJtxIFGwE4r5JcJwNxPbnOAhjoTrMbubNHJF0hjdb0OVgX7H90q7wgeUbjuXSyXNzaYu/xtVRfEGG41osw1Zax90zG3hOM/ScLVk9uELaMcRVw/kDE9kiJeV3A+cMLjNd65L0kBnIyyWZ9xtRpWt4c0Z1mQbUGSSVOy4BsMtss1+DP0MTojzO604y0Kb4uEDPi+SjqnczSybOT8k8QIa4nhM0ouhGQ9ND2RtIUqyo/6r2QQCjApOPTtiohRu3ZYGXSHIT4vLgFLJ8Clk/L3/2JvTOSujXNENN+GfelqmhzTdZB60Jpug2e5lDPI/MOwvYpvv3lv/yX8eEPfxjr9Ro//dM/jd/3+37fXff/ki/5Evzqr/4q1us1fvEXfxFf/MVffGGfd7zjHXj88cdxfn6On/iJn8DrX//6T9TwAXwKOQm2eTme/l0SoyzESAWHteW78QDYXhMj4tBlby+aKpwV7aLWa/vUXUiWaymgORQziJwgkOTE3k3OWcPq5ceBMe4FDIcR42HydAIgx46b4trwrtt+mWfbeMx3hcc0Ig7HCfE0IoyE7X2E8VCMepgkUp9WMiYrYaoCR/Nz+WEn6TUR14S4hjtgITfOkjoqglxotKsRb1pLe9swSdVBXsq8dyfcOFTSljlu69y5iIw1VzJtetPENyOm61OYRIhpcUfaQ8e1kSIDppX8L5sKIHSBPcvuRBhrnDuR9s1LEVma9iLyKnp7aY+qAZHynSpKYfehWCmlQdg+mfqcKfIgA9dIuRfiYtGSvlm1hI1NyYIX3nAGwlQc5eLG+QJLt0EffyBHnqxpmUWPbSMfq/13BEKP63X7RaSgg0otG+xOrb1o2PBxmyUNZc+5QvVxsP9JOR5p1O1OdxE0B41yZVUtDHUuWAyoO+YLITWmjRi1pIY+bjP2ntwKR0KJxRYweFfGRI7YyLWzVmUUafwWSOZTyYci6sWOlFiab9wP2N7osL2xQN7r/Bq4iyqqpahSENJnUdKkpzYtJUW194UFC4aOFg1GXGbZKq1s7VPhNCP4hoER14zuWFJ6jhZQdRSMrC1N0NCsW3Xf3BM6mhCJPq3UFv/Un/pTeOc734l3vOMd+LzP+zz8wi/8Ah577DE8+OCDl+7/pje9Cf/8n/9z/JN/8k/we3/v78V73vMevOc978Hv+l2/y/f563/9r+Orvuqr8BVf8RV44xvfiLOzMzz22GNYLBafsOu4p9MNf5DeinNaAyGCC4OZsRtVlwUjKxknSeCnLzpjPGTklTgOi2OF1lcS0YRB6pZd1CUAwv6q56/GHvA65k4WzlnevDBozIiFAaRa557hrXjPHiZMWY3sUNDmktO5qOdN+8kRj6sgNCtTrOVq7Zd1TChAfzvoQsJYP8jgJCSj7o7ChMqQtuPs6k/spjiEgyBNl9JGopZpT+ZSOs+xl5mZEI4TrzqtAskBYwmYlD3NATj6SMa01KizV6VEYgASeblToMxul4PVHLiVsBp0GrIiEWuNWPWZGA+Ck7ok+hODms5HaU28TKJqCIF6paKhMaYLka9tVfMCisgvK2pgsr+mF2CwNHMVEpLfMmg04Z1QCYsKp1tO2LpL6nTAGhkBqjuQTXNC891aPcHRWg8Hj4ylc6FC6gFIZ9mfc2Jtpd410WRB5UUkc+DgxN1pL2qqLSOcDuBFBEJwoiYaB45JmoBxEQ2FwlE0KNShkOZc7Nfhhk9bbC9uDlIVtFAkpYiFKr06PC2XRp8/g8fHfem/0Z1MiFshvYZtRtxMiE/cQn74OkqfpFLi2lLmR6WdmSTfbg6SKVB25xNyF5C1aZcoawLxPDfvKqOo4ue4J/+LA4G4R39bakRF5VOqTyS1ELWSiWDNsXgQUjQVMdRFK62k4krRopWsHab1UphV9ZUEDCGtSFKnIZ3Z+yxkaXnHxNHgBsG0zpLiENX1wXQiSiCM+8Be2CK9TBoJhOcImp7nMQDg8PBw9vl2u8UwDBd/AOBrv/Zr8b3f+734/u//fgDAV3zFV+CP/JE/gr/4F/8i/sf/8X+8sP9Xf/VX473vfS++/du/HQDwTd/0TXjLW96Cv/pX/yq+8iu/EgDwNV/zNfjmb/5m/Jt/828AAF/2ZV+GJ598Em9961vxQz/0Qy/tIq/Y7mknwTeDsHKWqD7Xh4KXBSWLVx5UdpQDgCMAQcuzeuDskYB0Tth7RuBNJvJcZ8zcRGhy3DCJOp+w0XXfzCCtLxavmzV9ocp8XUA6H73GHpBoa9qPWN4iDPtC8Avbgu50BMeAO69b+YK4vj8hL6UszUSZLkwFcOFlnaUZPC0gn0/XJ9CigDcRq/9mja4kCkhrgUT7k4jN/QHbG3BIt633tq104nBQFu33otLLHLRXQwDCdmd8bGVV2tf+JGP1pDDUxwMR0Bn3g6M6xIxpLyAMjO5MyhanfUFfpl4hTtWkd2OtxsQg8e19AXEQh+L84eDtcjcPEJZPM/ozyXNTbi6uixiPEsb9iMMPDxhuLLC5L+H4swIOf6tgcSc7WmTyxi3jPExFDFYvSnkCVetzotoFRkSzvgC0zaI02EWUZfTxp7MJ42EnBiERuq21mbayR+mOCHVIykIbMBV5Dkd1dKzsz1AHKsDi5lZJs4Jk5FVyhytuityTPgivJNRnMG7FERsPRCgqKCzfnU7Cr1iKImDQ0sbt0cKj0LSevGlSGCaUZSek3W1GOh0Qe4mmh2sd+pNJuAXaRMr0HyxX3p3L9+IERe/XULQPRNGU4uJmroJXE4tDM8kzle5sndNRrh8KinA+gDYjwl7vqQbrHAmWBmDTQYe8CNg+sPAW4ByB7mRycqtwBeTeM8TQx23BweOM9f3CV9pei+Cw8OoKS3UWluoMq56YVkkFxYR8nTsCJSvFriXZeakpsq3wdYwg7H1eqAkAFLwZD0QRlSZJO4SpOti0rejp9johQY4tlWOVmyAt3UVhtiiMs+URC7qqROoTtH0cSyA/+tGPzj5++9vfjne84x0Xdu+6Dp//+Z+Pb/3Wb62HYMb73vc+vOlNb7r0FG9605vwzne+c/bZY489hre+9a0AgM/+7M/Gq171Krzvfe/z74+Pj/HBD34Qb3rTm15xEp7PRsslTh+RToAMjVwZTrJJ62rVbvyaysxqyZ/tRxMkPRAaR0GJOs4N0IXB5FdLsi54Br/t4vAVtrWudqUPDtmiAP2djO5UnBBikevlJLXGeamwt7amNtRCWtLC1Qxb4wvIv0vPTgIMA9CdiEratC+OR3crub5BGNVxWJm4EWFaJRVXYew9AS9nzEtU7gIqcjJzRgJQYlWdY4M2jROh125VCKSs+9IH0U9wuWhBJUQTgNAZ9K8yv2LABBkwlnm3LZiWcn/CKBArR7nfpVMlSxWZoQnozyQayz0w7BMWJ0osI22wdD4JolOA8aj3nKs5ErkPmI5kbuOWsXo2I52OMKEkg6gFQtcqmEAoQUl1U9MwCICL9BjLvShZMhGyKRVC+AHTKjpaELfFKymMxxE01ZH3xLDGsVTCZC4qiaz3UR0EJ+KaEmJUSWJ9Dzhp1JkFNZLfwnUROANpyO4QW68BezfiOns0jMwSLTNgraKdaLjXiQpiFIIlB1LHqebeQy5ihDR9E6x6gyA9JRR6j9s6v6KDwF51kM5V5rkLUqpnFSZeJUDgRXK0xtJe1kNiuC6KJVQY0zJIA7dJnstW4dScN0sdmgPQnU5YaE4fEGfLOBfmYDg6qS85RykNLp1Y9qC8FDf+kQBtRjccBEHmSIWRBunbsL2PRIyrtaH2LBDAHTBc09JXJSgGd3iATgXRKDOIyHufWFAFiKbMWVlgQpZ26ffw9upXvxonJyf+7+12e+l+DzzwAFJKePLJJ2efP/nkk3jDG95w6W8eeeSRS/d/5JFH/Hv77Kp9PhHbp5STgBQxHjUGiCDkPG0xHLUDYsjA0Uc2EsEeRtz5rCSGRCEyQFMHTalPUBa+LJIGA5PDjrZgzBTHvERJPyMCL6rmvnVgky53Vcp2Wom6nJCsiqsKxoG9b430fodrG6CrMKCdH1QrPcII0Ch8DGkPLeda3AqIazmO9X+fVkDIBK1qE70C7V8hDZME8bhsE4MP7zkQtCNnJladfFvwyOe65o+haQgRUXId+EnaZwv3idGdwpnbJQkJLBapNJEKB5m3vAge3aAoqmFlnopsAOogTRKBn75KDJDAssHh7dVaHJOuMDb39f6MSB6cXNhpOgDiWtvsbi1qRE0vRDFuJdj5xTAFYjGqOxsVBjQ9AJCWeM5LVidtSx03pQoGkT2XGdalcoraPnjSxktFxabYEKKmhJHg5Yh+rWAvdyva4Eccg1KFouxYQCWlqqPg5Ykk98ebVVm0TNXJgKKBgmTI2OI2o8TKAzBNAZoYAcLyF4NZDVHbZtp/r++mlatK/j0jr5I4/qYUacJQpogZVVtChdo8dRQk+u/OizujoggpSI3MC9cUgB07RR9bGDPSeQBNcn3ba+KgxY2lbxTJbLkqpE5vL+9VWMODCHvGzJmZlqKrIu+l6jOM9iDWd3fm9Mvj6UFUyBJkWAt3DsDiuHKspHyYaykk7NoY29IhMyO9HFoJ6qS95GMAODk5mTkJnw7bp5STwOsNDn+r4PiztL3qRMq2F2Z16SALNgPDUYe4LehOMu771YL1A0IEMoVFY+2unhECkkH+4oAQUGpkYi+X5NYJ+SAKw1erHoJFXwbPsjZA0ZKltMkSIarSm/xO9su9tDK2iLV0gi6kjYxn0lKmtBGhlNzLwrC9T3yjuAHiOoCDpBjOX8WYjgroSPJo68ME2gZ0dwLCHXGmpn25prgB+mNp9ZyXwOmrgpcN+py3yEVklCVjusYI64C9xwP2P1YwHkj6wboxmn4CGMgrgcgXt7RFcB8c6reoZFoFITMGYHNDoO7FccHeU9UogqVcTeSYGXmZkM7FwZqWQasZGMttxuaG5JRzVHJkIqwfjI6OAMDmASCM4sjlBeNVP90hbMUAbK8FrB8gTAdCjB0PNMwj4L5fyej0vOcP9VjcnrB4ao2ySghBYFfprwCNzFkEiMbahRGoizWNGUSEzcMLTbkoPL4KTmIt0ZAgQRUstZCX0hiImDEd9m4UJQqM4FAjY3fYjMRI0mOiO53cyI+HAtH1pwXb61FkfAsQpuDPQu4Jy5tZtAm0zDFMBeFkg/GBAyFvTgWuKaFlmf2xMSIZ3Aev5Am5gFny5sNhJ1U/59rPoU3nbDOQGJySV6DYnLaaDCFnSSMYqKBoxLSXvP33dNCJg5MZ8Uz7M2hwkE62mA56jIe9iHQp6jIcitPQacv3cV/TF8eTllYripKq4wkA3ZmkWobri4oEMrC4LQJu6WQUdc0gxtnvk447DgxiQdMWt7Qtt6JcHuj0hP5UAoXhWkVg4lBAJbnBRzsn9mcQvZmwJRWt0hTXOWPvmeLpCpEOZzemnapLGnp3EDfYC6YP+0nePo5OwvPdnnnmGUzThIcffnj2+cMPP4wnnnji0t888cQTd93f/rt7jIcffhg///M//8IG+AK2TyknAdOE/tgSYvOvRO9fjBRrrtDhuyiRn7HW1/cLNDetgLQOCFNBt9amPuoQCEFJxWkauWPrUy8VFKTRbWXdQw2fMauzlknJGFUkKTalc1afj0rgkvSCQowTNK8P780wrRjdMSEuCOOBSBiDAJGJVUnjbQSmILnLkTzCRwByr9FiZ6kYkei1ttGG1LRRY7Vq8HNx0z5bCG2QrotnqmZnaYlYURmapNPiQvP0HIDhWpKcNwF8p0bw44EYBCvVTKcZgWobYUsnlSQlkDJMRjFhJ02XlATQLuQKvU6Subj1+uTOnnEtbOEIgzg0kzoc01K1L9SpmK4tQFPxKNghea2R706zG29SCJ4JyKpqaNUf035wJ5MyQEGFasYaGYZc+QiJslZYRDF6TVmowdwg5SXoQm9S0YBA4AbVhyEjbrSyghSuZ0N0LN1F89w2EUyACCGIQ6AOSu4C0AFUojgyoyJpmVFQG1TRWLy3Q39n9Hw+5QJosyZBBxlEUllATlpVcSqDwLW81N+zrnJAPEWoTlMowo+gSXUOtNog73WudbK4XTR1Re6UANAGSXJP4lgqImEVCl1AjpZWAYhkbHFrDpwRilXa2qthatpG1ENZ2qNb1N4a62I9RODBxrRSBI3ZHUlLI3jVkb7KFpSECUjrpueMOrco0nXVPytyDnmnyB1amMCcbpnLp0WFwziO+Lmf+zm8+c1vxo/8yI8AAIgIb37zm/Fd3/Vdl/7mAx/4AN785jfjXe96l3/2lre8BR/4wAcAAB/+8IfxsY99DG9+85vxC7/wCwCESPnGN74R//gf/+NP2LV8ajkJhV3hzDf1kq0ZUACDVZlPbQAsb237F83zu+CSGcWi2cBixJ/GMLJ+bvA26m84RuSgOdCGEQ7oQpDq3yB7kQXOdWMa4IudlGHW8xfUumQAnlOdGgEglh1lTJNcJKkqGk3k0HGrp1A6RmaqCwgpiuDRA89gSRkMVdQjSR11UdEqq5CYliplqxr0sPsAYaXHrUgRiwMnIjHO0M+s7HtBfMwJsZQP6yJoDHaf087GQLNrlJPCS2Z948ojoQIM101VjuZRBc8hXpOqLR2BzmsJXNxA0Kyo7YLt0TFI2tJcRNarTBd/8v2KOofe1IglipRy0OJGVpyIAsrBJZm9lbEpBVIdv80XLJq0684FednByiYNtSkx+rNGOxkSMxgyr9qYSkv5XIqazDnTc1ozIbsm1Y5wgq9Gvt7EKYoX6ukKP7dpT1i0zbA2AeYEeatoq64AwNDI2/MuOi9tiSbMmQ1AkP3TOiPn4A+QEQo9NajG1MS37N55qbQ5yOoQgKU7I2f2f3MkkWy2NEcjVgV1bqLpNdg8NNU1ggpU57AttfUyVIu0qT1GvZdx3fAqSuMYKo/Iqof8erhejz1z29Jhy+PLUuHwcikuvvOd78QP/MAP4Gd/9mfxMz/zM/iar/ka7O/v493vfjcA4Ad+4Afw0Y9+FN/wDd8AAHjXu96Fn/qpn8LXfu3X4kd/9EfxZ/7Mn8EXfMEX4C/9pb/kx/z7f//v4xu/8Rvx67/+6/jwhz+Mv/t3/y4ef/xxvOc973lpF3iX7VPLSbCthZcig3vRShj3Cd2pLKp5IX3RLYoKY31DVs8SpvOAaQVvNZx6a9RSiWZ5EWsXuUEXNpLmQJYfLf28fax14bOUQmUDS9ogW/me8hviWCNJl2FmWfTjUJA16qCNLPRUGIs7GecPJUwruZ4w1EgjDtpeOcC7RFoqZFqJkeVOjVgiafqyk6j0uuwdZwxFDDUmWdjHQ8a0P78vww01dCDEjegp9MeM1TPS3jltsir32QrOWNzcigCROgPd8Ua+SgHdWcRwlDAcBmyu1wXIJKyjGUdHj8gN+nO+92SGsLlug2b1uzBJGsWOOR4QykbSSVbhIgTSpn2vkQm1HNEjfIvAdbWO2+KGrBRxGotpQXSyT3+SkRQSZ3UARDUvuTQ1ZQYFwrSX6nEVfbHGVYaGEdjLQksXMR5GnWtCf2vr6YH9JwQtMb5MyAAXUR4MQ1VfJO3IWLroUDmxVAPkpaQ7wvko15kCch/FwdlmhO2I6dpKyxEZ037nRpIKi5riBPQqLGSEQu+BAEjliHItpr1YKzUyg7XMFcZLGBkYa45dRNDs+gPKIiGMGWE7obsN5P3O+SzyzsKj9v4ki66CNtsqqtJqZMa4yaqCSOBeKngWd4Q30RIsrd00ipBXp70OWTUK4qa4Lku3mTxit2qFOBSELOtT2rC0al+SaJD0QcijfqKdR78oSjlVLhcVIfi2JOlpQeCJENnSOzVwcp5KYfy34Qaezlu8Jh0811v38d9216oXe4wXuP3Lf/kv8eCDD+Lv/J2/g0ceeQQ///M/jy/6oi/CU089BQD4jM/4DJRS7/UHPvAB/Nk/+2fxzd/8zfiWb/kW/Pqv/zre+ta34pd/+Zd9n2/7tm/D/v4+vud7vgfXr1/Hf/yP/xFf9EVfdCWB8uOxWQx8T22Hh4c4Pj7GH/o/fSc++toJn/k//Aw4Z6SHH8LNP/jZOH1NwLQvRg8EpDNCfyxlPaunGKtniy/qJp3qJXaZMVzvhA18QOpMiOjO3sc2QkAzVnJTyug67H1dxGblh4AvxCIGVLsVlo4wHtSytLipxsE1FyDj3dzQXOep1GJDnYnSi5yttbmWpi/i4FgFx3CNXIoapM2s1uTdMdsI20lMZlDNOAIVdu/qZw5Zoo7Vtrhpbp4hNUnvD4DFTcK138xYPjs6Mc+iRI7SgGlayTH7E8bqqVGV5yaUVcJwrcdwFL2vhaWVovIeSlL9iyIVDOv7RLdfxJrq0C6tklK0pG2v216gfW7zlc6lzDNtGIe/NXkZXNzUxcBy9QC862cdBFzcyOvutfY+LxPGww4nr03ayle+X97M4lypsaSpNM9AFHhbOzvGoaDTGnx5lpvulYVnHIThqHMYPW4mmculCEiN+xG5F4evW7M7OJQZy5sinCSweH0QrKwQAMJ2EsObAqb9hO50QthOCOeDG2YAmI6WnirIS9EYMcfH2nHHximZltF1Rew2eVUJ4KmUoBoojjAEuD6CVCFk52a4YFUQNUcmuBMr2hnSVyEvhU+zuSEBSH9WsHx6QF6pk2AOfa5Syexpmqrb0VZdODqkSE/ugsp6W4WGOnsFmPZU40XXF3suLVU17AesHyIcfFRKduO64OYbFigLcQYMqZTeMs37v/Nuz5ADRVWs34khCIs7tfR0ey3iT7ztJ/CXrv8SlpRqCSQdIDz8/8XR0dEnhAxoduJzv/O7cHqFlsHz3Q76Hr/w1/7qJ2ysv5O3expJePZ3E5avu1k/UDEYM0phK0Y5bmXhNt6M5anzQl6M1bMAUFwIxnLVUhJZ2z5zDF4iViJVATfVT2j7uAfzvxpjaX0NzBB4/h7GCq4GwuHDFhpWLkOwVAURgsKzYZA0gxkcJhFGiluJGogDcm+/0zFrRUQO2j/elNNsXAY3DpDSKjYyFOapCRtqCz03UP1uqaaNIe/J5OQzgisw6jVatGQIishISyWBsPslH22GA1CugLXHZYvUWVMp7GVklpO+4BRcgik+n338Y7u3RXgKWhzhaREjjKFIxC7dDYvsqCiJK+Ux1WZRBj+rgqJUX9RKAycfNrl1VnVGTtVA+nfaJMrhYUWuwsRuHDkQ4iDaDEFVEvMyIS+iV+ZAo2hPVxjo5I6ljNnSAD5zlg5y5K0eQ8YrFQZWNmoKp21qigq8iRbrc9+m4aw6ozT58FphUO8tJ6oID+DXy1S5AFZ5ceF5oPqMegUCSWl1d6a8klXEtBcwacWOvYOSPqImGGCE0apWUFM2EKfc1SZVKl5+g8pZ8Z7xgJVI+3gdWZDKIEDWBCFfq4HP8HXF7uu8vJnqugDAOCfWx8GerZmSZuPodJQRQchamfFJ3V4mJOFTZbunnYTXfcFv4Q8+8LP4n+lVAIyRKNEmjsXjnRY1197fkRdz/YCogE17jDAS4hCQkqQhRFVODf1YI8SSgPEwucCJk+40Ys+KIHCQumDoIkmwdIEs7t1Z8RIhDsEdhXSWna8w7idYq2hrZCRNcID+OPsLm7VMMkykQj4ZPACIAnEyAShA53B0xDRoXlPLADcPMPKK0d+WVs006jtsxr9ILXR/VpDWoj2wfiBgONQFMnEVmBrIX6bS8yydIaWTwnOIW01j3L9FGSPymcDIw1HE4taE7uZG2N5aSpY2VNUygyzCJSVwTJiWwZ0VawYkYyDtv5FBY0E46jCtAsY9aSO+K0blSIktYBop1XytwSlU9Te42ZfhGvfpjLG8I6kgWzQNGreceRglyg6jMMcs352XSuojmpUzjtcXjjq5tO7Aov1h4ygMWo8oex3yXjeD15NCy6xVCulcGi8Z8hS3RaSThwxMBQSgGwvyvkgElxRcgnrSBltxYEdr2tJhuza23hFj051R03Ui/yzLT3dzI+foInhvBSlXDS525NdnvJypqCEnRaYIOQSYOBSNGbxIyOpkROttAXH6yfx3JZmOe/Iexp4QF7Y/YGJoM3lq7bsBSAOrsghKTA5uXDlK++m0KVjfnzAeSKXU9gZjPGJwp0ghKxKljl7N6+sFRwZ1BTwEdDcTlk8FHHyUXLelO8uyViVpFNefZDfQ1oYe0OsYGP0oQmPjShwWDgHLO8WvzX5j6SObs9zTzNmQZ1LWkDhW4qwROClrOgPyHKQNY9SX7eVoF/1ycRI+VbZ72kmIgXFr2oeo9ASg66TGfwSCEXJCjWbzQlnQA7D3FEt9exRHwhqfuIOgTYT603o+jqLqZ9K53vNelf6sTDLby1Kqt2+9B0pHQEeqo655w5FV679WNmyvya1Z3pZ8rEWJVKCVBsZCl1ylLfhtlOyRElXHIJ0DVg65vU8dqK5o21xRpZT8JSm7X/7dnUoXy3F/geGQMFxnxLWexHLqsXmTmqijdpUD0EtJVV6IFDEmmYv1AwF5AXQPBCyOO6yeGpHOJoAI2yNRfJz2pIIgbQIWtxgHj08i5azqftIkR6NCRm0UBMCIZWnLSOeEzR4w3FdAI6E/JsQR2F7X9uLEiJuAdGYyw5g5KeOh6WPoXKojySxpHdPB6E8YcdReE5saua8f6tGdZOGUNK+gRV1xa56WNIziTsScxmsdOBD2ni4uumNKiFRY9PwB0fZXDkTQRkmlC968DIAr/5mAUxiyGveCstdJk6l96Zho5NDFsWl5GItd5oajkVEl901TkVQQEsajDiFWeWWatETw/pU2lFIHliFllgdJomXAo2potD6ttNMhAoqnETDTW4AR6uxRpNrkqDsZRamSJN1gXUOtIZg946UPGI6Sd3acw/9QnkEQbRON8kn5J3ED3PgvVkaqKa8zkbTef0Jy+NN+wrivqNdCKpMsEAFkrTKlUtGqFuf6/NWM9SPiYPOioL8+YLizQLwTsf84YavPaxzEqXdDvq3oqaGZIdfP4sDoT7KnSk3czBwFW1OIRSvFOAn2DphOSHdWakrS+2IEbG5ERDAyGAefbLXFV7aXvN3TTsLp0OPcMXRZ4OKAGnkQPJJ1Ik6pnwmjGbMSxra5UqsoaO1xnSEMwJnyscJ7QGX9UoH2jq/H8UoLEz6iAHDx9sfSeAZOSJpB+Mr4psyViK75QWNPt2WackI4yc1gf624EiPXMdAxELTeWn8npDZFMKxcSqFaSx1AjaRFQQ7FNjClN31pUhgWkZRNBLIsZOOBfD4eGa+jQ3eetIyM0Z1I18Zk2hOjLP7moIXR2gXLvTIuh/MbLFJjxnBNUCTuGGGjeV1L4exPCIuMaYwAd0jnhDQCi1ty/YJ4mFES9CQOUIIXu1MRshgfi/rDaAQ6dV60nn3cj9KNlIFuXaSM0zgJveTsOSoxttQqnDCKYUqbKsJlz0jppYthGLl2tmzm3siNdq+s10LpI4iA7f1Ll/J1wbBQmfWV3S7vThw0j91gstIC3MppIEqIQ9bcftV4YAJgra0B4QcNWcmUwHigPAZVk5RGW1nQsmVwpKR97kof/G93NNShD2Px9yMM8h5RqYiNSXz7823Rc5F77MhFLz1K7LxByw4BIHLlnHSnBbFZU7ozYDoXB3S4TpgKgbQ7qZOSRw0ETPky1PcoTPBS1HEISGuRkw+DpAWteZNIy2v8VCTl5oRjggotwdVY0awXRphu0xZWuVGiklSZUbSiSO63VePMUSUmcqdX0g0vQwmkRUwv9Rifpts97SQ8eecQv7m4H1yOZREYRqS1qAyapKx1rQM0764piZLgxt60BuxzZ5k35VqVPWgRJOpLB4C75jtVozNozhbVMPI8z27noQrhcqwyt2aYi9ZogwFoTwJZ7GprbMnfViTBIkhiRlbHIW0Zw0HzsBu0afC5jtPKFVs5aqBe925O0eeI6r5y/BqF2CJHrAvXSAjnUVENxngo9dhTJ62lx31Jf3Sn2tZ3Pem5yBfx3BM2N6R8M26B1bPZx2fEtqJpiFpKShhuMPJ+AUfJx7ZOZdybcLi/ARHj1ngEUEIYCKtnRRQn9wEnn5l8Me9PpDojbdh7FnilwFQjUC97LIxOn8m8CBgOA84f0r4Jtwj7A2vJG4sktj0T+jxgAhDgxlIi4po3ERU+gcCXNydVPcQ8t28Om2lteCOzACwi1g9IZczqZo3ogTmEDUhUDDJnyAyqCv4wA5PNB8QJGLJ2sYyqLyDcEmZWuJ7RHW8BImQl6g2HRjQkrJ7ZIh1vQduMctCDjyRN5dLH+iyWjvxZTOviZcscScidymFIa3GwaCzgLmA8SBj2g0fb3oNA392olVDe9K19lRopdlYUQWSVJ7leJTunTUY6I3RnUe8boUzynHswM9a1xDqn2rrh1QMAiG2sjHTO6NZWAgrpKwOIY0pAUK2UEuGpUUFC4aTMdguDVjopzwMNEhqte2UgpE1FLEqvDlsmMBm3i9GfZgQq6ChiQkb8ZEszN+v0SzrGp+l2TzsJn/lXfgu3zwtQ5MVH0Hwdy0M6Y+mjcQbtvxphCW/g4vGN3ewqZwAYVURmtq8+iK0i2sUDwkuuolasWO07oOWOE/nvORLOHp7Dc17qZtfRnKdWH1RDVR0ReAQPuSx0J8D+RyI4RUnRqPEy+NZEYIZDidjjYcS0FGJoDylf7M5qvtIdH9RFtvaagKIfBNLKCh6FcOUk0VyjpuG63McwAtujINELGZQvfThWz2Ysb7KWlwWcPxidiMV78Fpvu9XDgbC7V0+INv54VFA6YPtAcX5F+q0VzqcVOAIPfs4ziJ9R8PTNI2x+e4H+VG56d6Y8jRNGd15w9nDE9rro9VOz0PenRao1OiGITUshjwoR0zgdwPphCd/Go4C9p2UCcxewfiAiDlWZc7ieUCJhcVsgcetuWBKhO83o7mwxHi0k4l5npLNRGogtgypbQptojbWPQlOChRAw7Xd+D6xxUBikUVPpAo4/c4E7/2tx5BbPBqyeVrKkIlTdqfIPiAQh0OZR0j1yrl2Rl9qJ0px142Ao2VJ4NgxDBIX/k0Qwa5vRH48Y9xK216Oz+tOmiEy1kfyg71eU0mRO1pGRwZ2ib33C6aOdpNXWBeNKqhVCgzh6t9FeOAzbI0J3GhVVI+C8TqORKKVja+fcJQSRXJ9WUvKYl4TV00W6mpozrUZ7e12bK90uWD0zYlpGbO6LePL/mIG+AGPA0S936E4Zi+OCw988F5GqRUS2fjOKbEzWHKzhicRRVE6NQJmV2+NpFWakE0lPbe9LGPeDS8GHXhm5QOXdqICUVdwQA0FTbHkRsCRp7DTyRenxT/T2CifhpW33tJNQTk6RTzRZTAFE5Ln0ahznRv6yzY0uLrHteow22rxyI3iN+2w/M+aNgZ8Z+7uM50LUfsnx/fp2y/T05XDUw5wE/S6t2Zs6mXLabALMGWLM8pnpnL2BjasuUnV2fEzNyxk35FERQE3agmrJlfWk1wqRuKlRlbesJlmoQMC4Hxr0hjy6Kak6iIBeg0bB6UyZ4ltCdxbcGXMHS8tBQcCtX3pAfrMmcBAjD7amNrKPkSXNiFk0DRanxOfDIH/YfZAbUgjob8sExlHK2CwSzp2pM+p1xVoua0gR1DhOq4jxYM+V7ki7Thonp0U1OAVprU4aquqYOAZs7u8w7Vm+ulb6oLCmC4DxsFSuz2SVP1SfN1MWjNJvgVdiZBa3iqcgJqjGiCpXciQp4Tuq7cNzR9jcb/03gL0n7bkSbYdplTBcizh/SImHG0Z/IpPcjZWsWfa1BLEEb/Ps6UbjFGmknHtBnUwK3TVOClTQSdIr3ZlqNZi65hmpzDGDkyhcWodYq34CaYQeJDiwZyYvAraHpNyI+h6Zkx3Xk34WQYsCigVlDOLYq2IiSgGH5NUabYm2EFjl3cudER8lUhDZcSmPNAEol5FX0akwCpenTBVdAey91XfN0yMNpGjvZiBs+OUTU3ple2nbPe0kXNisisAWfQvKWxGgZrtbmulK9OG5hnDZcd1JaJwRogv7ted8Ts+V7Tc8/3v3mMW8AzhyYvubjLMf7y7XaAQxyrWLnDsR+n3UA7djr9fyHBfUOGFOBGzG06Z+jBQ1raiRsIZD/c4PMRtN7DLW3RlrMycGq0FpSz5b56I7NsdJy9l6Pca5nKck7ZtgqSQTa9LrmJbVkLZ6Eg5lk0Dgi9v1+qeF5Kh9zvV5NpKdVHeI1fJqiSK9HLZHAatbGWEQ8SRxtsRJNhEvAE00b45bbRy1uS9g2iN3vPyZMAXABHDPotaZxbFzB1IrD1hRPY5BjOWqKlHK7RCHJSdqSHtqsLRqQownMFxTFGqAl1KiALyU0sLhgDDcADiwEE2zOLGUWVILgcAhScQ7wSNiAE7CywtyYycdT+EdXbmnCtnnAtIUVdI8e+6k8ycnAgYI+takl7gPKD25bHWXiyMpUR2GcUXSjfG2khYb2XMAqnuhz2hQwm8h7wpLDCAEF3bLHSF08lAzidaLPeccAVLnggkiIb4ijAcAnxO6NRwlEPRDBaC2jGBExb4iZi4xbvwS+T9YCaqlf0aOGDljEV4G4uIr6YaXtH3qOAlc/OE2ktxuvTFwF6P/AhyI3TTGc/2OaWab73rM3eN4NGw/3jHmjIvOxoUDk+981+35QGqO0ugwWgIc2jFf6ihcMv88/+dl4/A6/0uQjpDnO89Qo+bPKplLNZ3Snq+ZXx9a2dlHB9oiPSFD8rU7J2VZX2t0rRUXYapICKD8k9Y5oZr7j4MY6uGQsH4gYPWsQNPWAMtgXSNnCi+AkNYT0umo0bmkD+LGUnJAsVbT+vf2RsL2KGA8JAxHMgaalKSmks95EbG5P0kjo5GQzoOjUNNCouC0KehvbSRC7QT6ttRFHBnrBzvkXhT/SJ0tyoztkTTgMtZ90WZs0ntD5jOM5LoIpqGQtfTYFEQN5Uob64iZkfc7UU1dSqlw0Tx7mFgNqlRmLO6U2bNmXR4tDy88H0mDjHsB6/sDFssqqW6/5T6KeFJDJi2JsD0ibO4nLJ8lTSExwom1YyeMhwzK2vWRK1eGI0m1ipKPeQqgoA76JGksEXJKmFZSoiqVL8HHZI4sFWBxXLzqJ0yM9QNyT4drwPkjwOppwsFH2aseamdVuY5hXxwxE5/Lq4AwMNJZFsTCxKH6oGJKhOEwoNvV7/5kbh+HdMMrTsKnwsaqvY4dw3qJ4b10e55Ige++a/Su+H62b7j6Yb0Ufbjb9zuf70bvlw/q7i9L65g8L4dhfug5kWtnbHcbU3vuy17G2W8Jzgu57Pu7zsPzeBauvD8XdnweO+3++y5zsOsUGo/DnLIasRO2hwSmgO6soDsbMSGhHyYsNKqTKowgcLeSWS2vzoowbK4vPLoVg2xcCY3cNXL1SgtzrAhSNnxQ0N2JMwEeypAqgDwhABiPOgxHtYTSFA4rERIittQ6Y0USaoYsCB9BJcy1vbVVR0wLUc3MS0MjcPEZL3Le3Ev6J/eyT4mESOxjM0VOKsC4CC7CRVnao0sfFTXUoXGO7fK9ERtQCcSKjvSq8LmCC4pRAcK23l9LRwCoZFpSVKEIEhQHgGJB7AqmTOBQB2H9TIpyVISMLd/FETCxqu1hAI7k+vqTgm4tpaCS4qpOC5M4aVJ6WvlKeUGgjVb56NwJl0O4Q14ymoGyrOJye2FARxFbHqvi4ivbPbHd007Cv+f34IRFIvO/oy+RDxsU4a7bc4b2utsVBq7NxfvWRpu4PHq+8pRXIRDP4Yy4kb3quJcc0396FXrSjPP5euC747sMFXle2/NwZO7mdNxtHM/HEbzKWaHm+9n52+foKmdl9yRXOUQ7n7sqZKiRPbQDpeTRCXkQ0aw4Sj+AaT9JikHTAwAUUYh+jtKJsTADFbJGrEkcgFZ7ACoLTKFxwAPAfQbHWN8BdwglHWDnNUPTzt1uUOnqfk36Sr6Aoy9xmL8LJk3MAUBgYCK9L3LdF3hIBGRzgkhAFSqVi5I7IKgzkruKNgRo91YGQq9ojamOejpImP1xIOliaY2YYkVFShKtg5acKOqg8JLiCw6ic3hsbuQ+UChyzc2xfO5RhdL8GcyAp2J74yUIMlKVXmU+wMqFYRuzIC0xqEaEaSRQ/VtaVQfhlxQgkDqeDUF3SQMSIvpHP+S3JD/xe/BJ2V5JN7yk7Z52Ei7ddAH3Urhm0Zkt7La428K0G8nZfrl5GXKzX7MPk75kdh59sS/lSz4fNOOqB/Ky71/MOfS6rzTePN/vykPd7RhX7XfZPDf7td9deWy9Xx6VPk+H4fLB4aJD0ML/O+e8bHytA1FP/jzOzVfM4a6jq2SxaSUfSDtwya+fvipi9WxB2gSEVURWEl2XGenORmDofcL5A9E5E2aUvMHYphqE0uvtz+ZAmNSztCTmJBMU9ybkVefEwzLAo2teJv3OFDc1ZWDvm86NMeF356NESE69SJohnQH9bdbWzgGszdOM8CqNwqTahsxB8PSR5NOTRuqZq6y4ybJHi+gbo2yVNEUNLljy9926IPcQcucC2pMB2B5KA7g0avvohgxr99R5HkEElNb3yf0sPaF0QnSEGt9pZdoHUpFgmiBlCtIltMjYpqUafOWc5D4oGbEuVMEQHjajLs7K5rqiIwzsPWEdVOU5MLVZIzhbtYukafTQqlFROmAMFhnJ77ddLT8vHRCJX74W0a84CS9p+9RxEqxxTIYTn3Zldn0t3jG27UJNuGis3NHYiY6pNVY7hpuaBbGNBnbPb+d+rnQBPQc6cjeDfTfuxIzr0I6t2e+F5PPa675wHqoLz+yYjdHdTdNccNoalAPUzO3zcbAaoztzFHcchUsJpTtjvCzNs/sMXLW11SYtYlMlb+W7UGrUtnstpOdIG1EO3V4TkafSAYcfCejOJ3AXEcaCdF7Qn1rlD3u+30SpSA0JZRmP5JzlVFmFiQTCFu3/7tmEaQxY3SYt30NNO6iks1V4eHlrwcX3AJjlzO3aRMIcQAAWt6VqIUzAtJf8natKgRLJinCUHCKuqwx0XkZ1CpSMqe8tsZIpO6WUkBBNRZVVZMRNctxJpxMQtxGlZ0z7Bcf7wiGIG+DkswnECYs7hLNXhZmImxh9VRptVA2nfbggUz7MOOu1amhLWD4jxnn5rDbtytrRA2mWXAAAhP5JREFUdApSxDRKRYdVrITtBMoBsQ8IYxAwx963hlzcisnNnTVgVp1IijDZfRnh6Ex1frg6VWEekDmn4mXyC17ZPn7bp46T0GzGSEex1RRzI3iJZzlf7IW9vstpaH9jizQIDovufncphNoep3FSZmPZ3d0M6+4xdsa2GwFfarQu++6ysdnul80B7Xx/2WFag98a4V0Hgi5+vjvO3RSA//6ScT8vbkb74x1H8a7zQs09vdvxr3Ic0JzjLo6bH8MM7K7jNquUUFnxFWHaZ4eapcJAxCn8+dFKlwA1glqyVqwk0Pp2mL4FwXPrAJywFgdCHshJmN60K5CrJ3IiJxbaeG0/mxdPXbSGhKFRPmFaQpsPEXjLKIvgHAPjF7jkd1PCK2S/CE4B00F0fQqD/z1NsMAcOVgAecGS2jEnoQ00ipxPlAoZWDKoBMQtYdpj5IU4HsMRqh6JzuO0zyjL4v0oqOg5rENqYjAKcpKqEJARBKsoEgBgIjAH0Eh+Dn+GTfq6FYLiS94Xro5BO++GlPp7ycpNaX+841Db3LWfm+NyWYl3/tjrL3z2id7aOXgpx/h03T51nIQd0qIs5HwharEI51ID6/vVv/1hJ1tk6/4cAEYlXl2Zz7Zucg1JawaJ6mLc/vZCFcDsWptFdsfItQZs9vLuRMD2m/qPS+aCZZwmtyrXgrpwXmIM7Zw+Nm6iDHN02utunAFj/cu81jHt5vd9Dnfn6TKD36IFl8zj7Hqb880i32b/mZFv5veuSE5prrM5b3tOM5i2f1XrnC/6VqM+e66tKycBYVtbhTOJkE5eKjFN7yeN8DK8TPWdMK2Kti22lUHGsSAPVe7av2/ud0nAdCAy6dMqYXtNyuuEQ1GNlv2OO0hlAuRvMBC3hNIxShTZbCZg8axE5tNSJigvCGevrj1KQEB3SkjMSBsVytoXIt9wKA5UsY6nKmZVOlMU1PO3zoD/W26q328LBswZ17GLRLVWSywIw3XlDDROMKcCWkkFQMiEeH7RuEI5AZzqWsaRgFHLYDtCWBMQ5D67pgcg7bW12mWG3tDO+9LMmThW7Ckoq5gx2e6gvWLaZ9VLju2AGe7oORq2835cCJJe2e6p7VPHSQCAxhhfBnOJYa8KgQDcqzajdCGqaVcOczII0oK2WeA9kmkMn0dK+sEMtkb9/WVwd4XtbcFo9sclBgzNy9gYnN2IOTQGy/ad5fZp/n3ZjQYMGnZyWnP4KxyQGVGtmQPXDNg10jtz6YQpuhjZXOXhh13HrRnXVakWau6Dq8i1Dtz8EmdOikD2rGNuPAKNqhBodi+tfJH1+J5O0t/4s2MEQp7fc6tzz0mU+QS2JjfGpQ/Iex3GA+kNkXtgPGh6L+g9Kb38zohmINXB2ALTHuHktRFhjEhrllLCPcmVL58OiOtKxDMhq+F6D8qM4Shi/WDrGcn1FCPbJUUwghhqJxAu9Zh9AVQ4KJ8tVNODNScesXmwIK8K0DGoz6BfWyIMUtJoTdNAjJPXJmzvY+Q9dofgak9ZvnMnjUjQhAKtdNC57aTBEo3BSX/dqYp5kXQsDdvgKqZSNRLBocPiNjDuAdvXaIM06H1lHYsKtxnyQQwMR1LGWTrC8mnyZ2S4BqCIABeVBfo7U9M/oVmHmudmN+Xj4m7mIAAgqCMZrREdzwz9VWvr7DtzPjPNrMzL0rvhle0lbfe0k/AZ/9dvxvTgLbz2T/0qUHTVI/WO1Qh7FNcuvra1xukyY9P+HrZw08zQXYhYuRrOK6Fm1N+357qwL8SZuFQxki8ef3ZdbfS8i2xc5pBcsh/o8nPY2O62XYicMV+4LhyvPc8Mybjk70uuY/e8szHsnHd2vVdcCDdG/dJnA/D5mZHvgPnvbNzqXM6+t7Ho80qAO192/Muug4PSKixyI2hbbHKFyuEwIKxC1em3JlbmCCp5sSTJqQNQ3QQ4CmW18YYKZY3IqQBJ1TCJxZEk8GwuSgeMR/NIVCoRdFpaKL91TEnnKTAoFcRU/D20TqtGlkNfQF1B6MrcSGkkbeREQRHESZDWzBUhaIMAUaYkVxyU40gViaVgKANlQRgzoTsldCeizQAoghNFQdMbfZmTEOp15iVjOiyouSAIx8CckUl6kcz7YZigkw5WHXVPocT5OdrtMlSSqa5TFx44NM8oKR/FdEYuOwc1x9PPRaStOriZX6bmTnr+K9/hF3KMT9PtnnYSHnn9M/hjj/5/8KPhQSHYNH3fiSVqcTvZGjaL8JqFhZqF4UoLqP7BZd/b8b2m3BeZi/vZ+C783Rh1g9wlaqcLv70A4TWOkB/zirHOHvhLrtfhel3gTcZ2Ng9NlO8fl2pcmvVB56X5B8+P43DuzjkMSbHod7b/ZddyiYOwe427Y979nf8k6M48N+rV4GkEVmqU5RFhMx8+l2juRxPQ2r20/iEXrs0XYH2mQjPHRTkByXL3DEWqsT2Sxdhke+PA4I2Utxn0bqV53Smc2S6y2ABPkGZSOubSC7EPSlKMG+k2uKtxEAZh6ZdIYghzhesdwm+f9WZOZ/eDAAqMmHK9Z+oomIQyguzDGuUTi5F2GB2EstAXvUDcMDXE5oz5MIJUUoRBUh4ocp3dKbxFu6GOeUFI54TFsyLc5AJZeo2rpyoyYs6K3cftfYS8x8DBiIk7qdLIBBpkB3EsSCXTtSnVyKC+zpU5K2EEckOsRMMfueCM76wPYvzncx92fuDOYgS8wRzV8/HOfWyFpcDyE3ueR375TM0rnISXtt3TTsKQE/5ft14PLrflgyJw5LCsndxastS0nP/eX3wzykGIR9ba1PoxX4YItGRFUWOD6JVYGkIXxt1WrLu5zxl0ry9dSZgxwi8w+DMQirDagcYQ7RgYUbBjVWCbj6M9nhHgLBVT0yeshkOuyWRYHVKPmBsAHYu11HUD2xhpmqqBnaklNs6IcwJ8EaqR+czhQD2Pza0h/Uwa/ezs1xK6ABW28b9tPoW8Ztcj91EdBj2gHXumQJl35uGSFM6MMKaRdxzkwnJXF3nhaHDN+Te5ZOsWatE1SGB2TkB3zI4AAFolAIn8rVfHtATCKRw5MGgdkNI+b5sd22dQIuyinwsB0BybWmtfOpUH7ubzZ3+zQ3r1majIkRq4TnL6RMA4JEQSwSROBG66ulJgkUkOpTqZPt/kz0QYJTr3NukEIFQko3VCwPBcv8+DS4LLfaLMSKd6/Ehg5vlaQhUFkP3hTs14yCgLcWzCRNIUrAB5HwjnFYEQjQlJJYClJDIvm2eH9BncksuUZ+1LEUfGuEfz5651wltHtn0Fba0hiGVo3kU75wyRK9W5tHLU2XFJArXSA52+UC8rmvDK9qK2e9pJOP6l+/DbcR+vx3+qHyormMvOwx2ah7hZnGYkNMgLZpAe775Uu9FP+xI1xwpj/fcsCCVbKPVwVxB6QhPBtfs5GZDqou3Hba6ndRhKk9PevYZ2P2tiNU9FEC4s5LsODte/d8mY9rt2gfLFdtehYfgiPasgAGbdHA1ytWh6NgYzAIT5RLfnwPyzdq6JeL6YNltrsNtr3HW8rsrdGqrghp0b46oOGsU6NzOyGQBovwPrSkpT43DY/nnO3ncCG8NLgs0pst8FdXSCNjRaWGpCzx+37E7g1FElqbWokQ50JvyTIf0dGgeu3gNCGMmFmy7MFZPzeEJgvw7Axi6OUVpM6PoJOQftJ6LPx1gbGAlZkefQegPjOdGvuW8lqs9kGgluHNuHH7CUBRWVmm4CipbA5w2TAjCtCriXHhCSAlEOxFZVEjMQJnLVQkMiqABhABY32cdt/UKg93faq71rnLTYRvuEmd7HZc+5/27nu8vShL6+XeZ0tOsAi05Cu8VX/QYODw9xfHzxuK9sv7O2e9pJ2P9vwBQDvJhX+zeYsNEMBoZEltwQDqtx0c91sfAUgTkPzQPfGuRZ1NsugmYwgcaVh+djHf7aeZHsVMG6ITZGafflE6dHf6RqatSOyVjL7bguc3Z25mH2sTkJze+tYZCjDA2xcYaYNKjAbC5x+fXMPt9xduS4ujgaIUodpZmjpQRB0MVLbB2J+b0z4y+lgZdC34Asro3xveyaL3tW/LoUrSEGwmALfa0WILA6P+SkSU6AcxVsXmXSa5pC73XIJGnqVMdsES0ARRd0aHk+DxwhGgAqruSKeoG0sZIico0jYNcym2hHVKSLYjqvHVln/FcWSL+tyhC+guoSqPiPKgm7M+fj0ucydRl9ytgU7WA4mkFVKWmow9SLQW4NpDlVXp3UPLelr/eYCc6fuJCHj1z/doexEh9tLaGpcZZ69cwAJ2wyQRCFRvVQKg6k90FJFRnq1jvvqL4LuasOog+Rm8f5EiNv92J2/3iH9Ns6Gc2cXFiPdo5/Ff/oZdl2HJkXfYxP0+0FOwl/4A/8AXz91389Pv/zPx+PPvoo3vrWt+JHfuRH/Pt3v/vd+PIv//LZb9773vfii7/4i/3fN27cwHd+53fij/2xP4ZSCn74h38YX/3VX42zs7MXNBZ+y238X17/b/F/e9dngyfB+7vzAuIwa1sMoEZofEXuFzx/j3RhEmW3Cie25X+tE+KOBWn0XnYIh/rSxNHGIbDx7rGCQpcFwninXEsQvS1rIHc2UAAilioEvT53dIg9X31h7iwSv+IFcmMR57+5YOjJFrx51chui+4WhpeOjLVNdXtsR0uacclCqpHfzkIvc8+qOsfKmm+IVlrOVY1ATScJU52qAbcUByDWiSuyYBUWJuJTOx82zG9qngP9tz9zO/NTeunQJ42NxCnoNlnEi/R6ra2w3IPaSTBoWsMNl47REBYbT15oxQLE4YibWtbWOo8l12fHyIj2Tois8twokL4bJulr9yJM2p6ZgOUt4NqvJ4wHet8yu/NrMsfWbns4JCX4SaOh0jFy0VLIIWC1lovkSMjLiGlJ4Fiw3XQYh4Q8BSyjvNRhVIe/UUmlccda2fWpV+hzbC0FQrngHM5+q/fWqiWICbQld95svpgA7gAyZ4KB7k4An0r76xYhAyvBUTkU47XmMdL7I88h+XsfJvI0icH9zldoOFYz2WvGPAiya9kJRloHlz0lVT/3lGuYOw0eG1kqR1NVZ2WBLU/YC0au+ORtr3ASXtr2gp2E/f19/MIv/AL+6T/9p/jX//pfX7rPj/3Yj+Ev/IW/4P/ebrez7//ZP/tneNWrXoW3vOUt6LoO7373u/E93/M9+NIv/dIXNJZr33eA79z/k7iWP1hDFXsp1KiXVBnBVYuAq7HSRZWbl2C2IOY5BG3HukwYxl/e1jkwg8bsDWL82KUadWDueVueUfgONWJxXgB2vHmuhm52Xt3fetqbGiUuiQZ20xvEkGirMfC7te5+mTvnpokvRi+61jlXgGpOfZ76aM6P+T2Z5fqbSMnTGBMhTlzrvonn8tjO0paTxKEaaQDebY9yqY5BVIenkHe/ayPbmZMR6r9b5ysvmmhS4X2bE3MYsBdmTkdeWH+C1iGpqn32vLbPSptqMPgd4u94RDq7v61RUyNXmqjZjA4HVSRcir5Adyqll/YuxaEgrgvCWISXoM6Zd3dsHFUm9mcZABYKrXMA0hraupgwlIQwCtNfygyNxBhAA6GMYmx5W614vSYpGSydPodm7NtnvX0uqHngWmd4lw/Urg2mJ6GGtCILwjmoF4z5NkMedsbA4hTsptFgxn+q913QDBkjM1wiux23PB80u58zR79JV/l5DAFp0ieGjs6QQ66kzZZnU7/XZysxIgo6qotm/tjrATrAK9vv/O0FOwnvfe978d73vveu+2y3Wzz55JOXfveGN7wBX/zFX4wv+IIvwM/93M8BAP7aX/tr+Hf/7t/h677u6/Cxj33seY+lf99/xrWTtfyDCMbAlVyeQo4hOKzs7FuLhsB1kbcX70JXurkXadA30XwRaFMIc2NXfyzpjmYtMvGTpjQNaAwhpLDB/24hfDWy9l9HEHacnRm07DwNFli+Kd1zp0nHJZGFgt3tQtbOzc798OvWv3l3p3Yx8jmw8dSxk8+d7dPONTfH4rmzg2qc5wgJzfgLBkmb7oXk99Xx0v4GgqTsOnXszxiae+COXrPotoTX6vS0Xo381tpCWy45ojplplZoUVm0KpdmXBxRqxD0XPbY2TUyahXEHO2Z/87G3ULrHpFCjJApEcJSUWqAaVIuwJhBinxZtByaNIbMQx0DGEhN10PLx0u7aSk/lAiZEbcZJUpTorCVfgZMAG1Dk97zW64y1PCI/67b7sO8+5PLDtF+ZuJJeix3GHbGhOba2f6vfZ+LiVuR78+AcwvkeeDqKDTH9ugd+lzoAxi3TdqneQR9nSmoCIV9Z6hE4zzUBQr6jmk6qtVYaN9ve8Y7IS6GK3Men+Bttha8hGN8mm6fEE7CF37hF+LJJ5/ErVu38P73vx/f+I3fiJs3bwIA3vSmN+HWrVvuIADA+973PpRS8MY3vhHvec97Lhyv73ssFgv/9+Hh4cWTMsv/dFENEyOuS43CCkBK3GKFo0mrBFooOUcgGnoAeA7cyF8W6QXt9uZRsCmVkUSnABzSdza/LZQtV0B7TUj/+uo02EudNtVohLEajlmUof8zBEWayNTPbD4EjpeB7Ua6YWJA2+jWVALAsChPFq04chWrapwZGUwdU4usGJpjuWqrvbd59MUkVuh/HmHVCMYVIFmNkkHnbaTUdCI09TgrkWslhwFG7gMCl4q2WLe8RFVCN7M7DawdAmfnVEM67QXpITDVRZwjeWVE68BOe8FTFmnLDt3nvkaKw6GWxE0y79NCvjPo3rwp03SgUW5CeywnME6MfiPHNUTBrqGV4yVWA+Glp3Iv4qgOQgDClqQEcmBn8VuZX9hKz4j6nsgcebWF6jPEARdSNY6CFCCugQUkHx+3er0FiFNGdxawuBWxDdK0Kq5p1l7ZIuzaJXJ3rZg/r5d+djcnoUUaCGASHYN2Xw76mRvY5retk4Sd8QULZnacDFLnoDXkTE72rakOWQNBkCqogZBOhf9RUjX8NWDQeU9A6Rl5ycirgjBo/wlz0FuUBfWcCJXQSwXCv7B0p/ltHbAMI9Y8YIFuhih8MrZX0g0vbfu4Ownvfe978a/+1b/Chz/8Ybzuda/Dt3zLt+DHfuzH8KY3vQmlFDzyyCN46qmnZr/JOePmzZt45JFHLj3m3/ybfxNvf/vbn98AzMiG2h7XDQkM9mT9W/4rXdsAkOSb00aNfON9y3Fq2VT1sFmIPvYSUyWmAQKdutiOoQLqzscBHvGZCE67n0fUrUOg12PRli20cZSFWBYC9uibIyGtSz1GBqyMz8bFgTDuBRlHruNnNSYmxWrnIvUgPLK2Y+1EcU5uQ41Scqea/0ZENGKdycBmuzZ4ikSuXRyFbBwCVmfIQiNWKD3IpLnmfb3dPjZTMWxJXsKEVyPsDlfRVr/k5WUlSnmf6RKIw8DVOYF8ntYZw1GSzn2dpimYgKSliOq8jfvarjdIn4N2DlvI1xosVWi7PpPyjJlDwY4eiTohaTpAHDQAKJO2Lzbxm2YRrRwRqqgEwctoAQBBGksZf4HV8c59QN6TnHMYC7rzxlkKiii0qQwzfs09oVIdiDjUvwFge5+QBvJCqhn62zLYdAZPA9n8W4viMALM5KjGzLibqERrxM34XZZTAzCTW1YHgBz+ah6n3PxuN4CmK/6+zHlp/t1yE3wM7rBwwxfQeYiiE7F5qDRORoMYtBF247yEISiqCidZXg4CNO+8HsuRr75x/nvGUdhgQR2Wj37Yf/1JaxX9yvaSto+7k/BDP/RD/vcv/dIv4Rd/8RfxoQ99CF/4hV+I97///S/qmN/6rd+Kd77znf7vw8NDfPSjH7185zaSsIoFY5HHnf0AWFlYS7++wBCevdQEVni87tPk6lRBpMJv88WiTRXQDO6vL5yNuxmmfN44J3IcSzFYdYY6DuqIzNj1OkYxGlw9/WbBNufDqwfayowdT9r29zllc4Bk15BZmeiY6yHAnJideS71uwuRls+FGNo2+mzRh1lUGi0irwu4kSlrfbw6C0SVWW8oTbvgwaoG6v5MTcrJ/lMMCQgIg7ZWVhTJuA4yd0HJcuRVBLuOoJBc6/X7WBj1Xtu5qTHu6lVyM4eOaLTPDqp/ZfdsBjdzffDlucF827GhbbWDkNqo3kO9xtI8RC0CVPUp9DmFlvdmVM0SgqcXct/2GhAJ6aCly0agBMTB6E4DSpLnmSaVWdb3UO4Vu1PgqEOR8V/wFa4KJ+8WZe4+x7vG9rLfXuYs7Di6F7633cxB8HwRUBZtjrBydHbRD3F65mkHv5+04xypM+X7uvPXPJf23CbGksZX0g336PYJL4H88Ic/jKeffhqvf/3r8f73vx9PPPEEHnroodk+MUbcd999eOKJJy49xjAMGIbhuU+meUyHjBXmDZOkEIyRKw99XZhzTzVFEKVJixlg3xeoeW3s5O+5Ms+BhjGfzZjKsXNH/m9C3d8j+0kWSROikYPBxyWkMx0n1bRGO7ZgXAyq/QA4wmHDaSU53mjXp9B53BaPVAH7nPw6feFHzdXHiZHV0IVmgYemN0TdT9Tj/BY1JEGDs6lwkx7AnGAGzCpHYm5y20Xkh638rUUgnPRHzby4Kh754meOjkSe5MQ+yozpKDpD3uS4jbRocy76CQREQQc29wWN+JKQFYsYsOEw+LinZSWmRUOQuElT6fymDTs8j0Kzapho5MaOvLSPo0jlw5CbxihNSwJ1kmazzo31ea0Gl2da/bX5T+nqsfz5sAZHij7FTQZNBWWvQ+4DxhUhbSU9lRc6Ln0v0oYVpZFjp3XjNOs17jqX00IGkBfAuK/3dZDfGVJCExDPJ8QoyMve453zPsLIriVAGcgruw5FzBaM0rE7E9hFxa1KRhGEC1UPZkSv2u7mILS/5Z3/tvMe53M0OzzTPCjxn9fPGDupkeb8HBikJEivCCGoA62BEbE4Epmct8AR2oyLq8M8kaw5hq6SiCi9HF0gX3ESXtr2CXcSXv3qV+P+++93QuIHPvAB3LhxA5/3eZ+H//yf/zMA4A/9oT+EEAI++MEPvrSTsZRATcvKBodGz7mv4kNAjby8xtwciiwLaMjk0T1DjsPUcBi4RuqSI2eVjK25bYRqsAF4GsPHoJFrIc2pRgYyOfPdomCLQtOmzH7vBs06BTZogZeZjayQNpDOC7rzotc/b+NLRRj4cl64QxImmc+QARSuaQR1MCxqM2EX+0705OX4eUFeJVISyWKeMSvprJOiUaxGx+LssCNDM85HqFUCpRer33IFLE2SNlmZ7gR08wVyWhHiUKNPKnL/1w+YqMBu/bmqCWpON3kUK9fYn5izCWfsl4UK5bQSzlSPPS1JuSlaBtd2HTWEB8qLoeooAnC1RvuNifoY4bAVA7L0EUx51NAfex+o3nu/Hfo7SYVoKmMUBcSi+edkz19mtNLAYTIVSbizbtu4Tz6GuJWGRpI+g+uclEiAkS3tfhuTnhilh0gYnytSEcVxpcySBgyExR2eEf3Suj4fuAl/zqalPEOuS9ATcs/e4hkA4jqIAxHEWMet7MudOLl8GTx/GQLQ/vsyp+IuzoTzHOzzXVShPe8lTsbs9zvnc+eBoORUPZRdUwGIg3R+hMwBq/PIDrnoMQOUr9BAV69s9+T2okogX//66g1+9md/Nj73cz8XN2/exM2bN/G3//bfxg//8A/jiSeewOte9zp827d9G37jN34Djz32GADg137t1/BjP/Zj+N7v/V58xVd8Bbquw3d913fhX/yLf/GCKhsubGqITee87WAGjRZMHWyWf1X4ep6fhkPlst8lXSW5efeKaRmwv0Bm/MLI0itekYvSRIOzsZNF6OKpzxaGYsJIDQmzcQzaa4H+x/K4LcnRNB8819+c40KzF5JxiRNl58RsMWpTDUbQtGoBl3VtCUx6TNboxNMVtp8ekzXHayWqBZoiKVXLokoDKxueUR0JdxB1bM3ceRDVoEOsRrZEuw55fhxZMe0KZ8ujSc/oNVm+V9EnG/uli3azuLfa/uIYVOfREReCIwNGbnWSocP2jXqfpW5YuSmXGJ3Lyu+88mF2v+r3YdB3bJA5wc7+0GeAk0kgK6LFcIVIP4+Nox2DPge+X5Pusf2KEvDAzX0P8CoPSXuoczVZ2k+dLoY7DDb3FVEilEFIgxwVXewIaS3lmCAgbur95UiIG6As1GGyEshQr+VSpOAyEuML3ex3lzkYdm403192jqt+u/s9Nc6DHeuK316FULT7x1f9hv/9yeIkvEJcfGnbC3YSvuALvgD/4T/8B//3d3zHdwAAvv/7vx9f+ZVfic/5nM/Bn//zfx7Xr1/H448/jh//8R/H2972tlm64Eu/9EvxXd/1XfjJn/xJF1P6qq/6qhd/FUSQ0gVGXGfkRdDFJCCOLO/rjGAGNSqmu84CEXv0ClibXuvsVqJEwPZdu+CHiTUKr85EZfwKOoAoi5OkQywtUC/B9q8LfTWipCiD5GJJyV2V/Aaq12LzYRF27uu4Ja0Cv552DFPfnHcXxjTCYsN1aBvJEAPQao8AQlDRiRlPoNmswgPElVOQ2R2N1lBb9BiHWqoo0R5hUu0BLoLwCMlSfhsb2NURmziXLJ6lViLXbnpWSmvXrIZ5Wog0sSBKcg/jKGkVTiQltaG5l2aMChx29TVWHZOgKRt7ligDFEQcq83bM+ZjRnNsN+aEWvUAuIFujb4RUE14CQQga9oiNPuwvgPNfYsb+Vwg/npcc1o4EKApG29IBfj9tbkmYMaub1n3Rq60dGGb4gMEaSk9eZdBKoq+jPVZlR0ZlMvMIY4To6A6Te54QZ6rljxcEvzcwxG5KJmRMMVpkPQFTYTpgKXQwASWRqqTaffQulC2zmK70RV/P5/v7+YIXHEe3nnRZ0beHJHLHJ1d54YxS2n4OZ/LEflkbbvX8WKP8Wm6vWAn4ad+6qfmGgE72xd90Rc95zFu3br1goWTnmsjXaAAza+PhP44Iy/FajMJtJw2XCsDFE6P6yLRjyEO1uhIF820EaY7AEyLgNyU9BnL3qKfkmrFAQBMq+DGD1TFe8D63SwibEVzqEaMQRaxtGbEzYTSBbmupv5blOZkzNOCgIWiAFN1COK2YNhX3QiF+419XyIJ5AvJI0eNFs3wAnAnwq4ljAzWypASQ2XPd+SlfBYt2pyUhMbJIoV6CdMyCJO9UYysqRApVeSlfJY1t542mlqK5GWWEgkSssHzQZxFO15ekPcpCBP7b8deqjvE4Mtx8iR14GkD5ARNr8AXjNxTwzOpY/NKmkYZsTs3fgFV7QsCxj3y665VE0DEvN+Aozi2wOtxZp38FGlgzGW6/RiNg2FEROPvtKWPfs809ZJh3Ar4f+363PhrdUNwrRJGHHdUN81ppmpwAeFXtORNc9BM+MuNsnZFpMxYPFurTNJaCI4lEdYPJOVUWOqtvnuWRrEqHrROdWZRddc1pBuKjyNt9BlP1eGwSpy0AcaN5OjDAJQuIgwiAAUWlGE8LCLHTJBc/gRQkaCltnjesUKXGaVdw3s3J+Oqz7n+74Jh30VLd8/7QhCJnc8LGyP0ZdhecRJe0nZP9264sIWIaS966WMciht8QMuhdLEoHaFkIAZC2NZ0AE0QKVVAa/wJrDB3JSLCHQ0OglTMojXM2fCA/K44fCrnckcEtmiYY1JZw1Tkd/abqqfAXjYG1KhH9lGlO67GgAyeJaCobC0Q/HqQgLySc4QJCKHyG1otg/acxnuwcZk+AEw62NERnRhUxUBxMjTQyqIV0Obr2XoQcOO0NdF5e/7q0FUj4PNiKEtDvONIyKHN1ysqYoz8UqPltsTP7kdsYGpLEZgAFTcpC6+M4UoUZGqIgmqM21RR7uqxPbXEjTGm+bkdYbBrayJldxTq4bWiQUtlL4kUjfNgx+VIta10p1yHEc6xsDHHBGAiUCk1NXBZObzNd2MUDQ0xh8KqLqyM0+dUOQtR0R3eqtPSKJJyIGyvJyc9hoyKsNlco3kPdW4Cw99XjhB0R5/N3Gpj+HOlP2I7vyAKQSfUn62oKOXYzLWiCqUDZiJMzRxdyjvg+THumk7Azr645O+rtl2kY/c4zxMhaJGKcBmk+Mp2T2z3tJPw7/k9eCP+ewCQRieBkJdBiGAMAKFC26hleSVJ17ZgJDDLaaK+8LN8qS2eKthETDVqtQqFRkzJjKl33NvhKfhbR/WzYmWHhBnMSxlVlU+NUJjIkQPbStLPdB8zLsaIr0amqq8BpMiGOk/RxlONmrW6JjQG2oxbrNfmThGZiqXcD4YZQXVUNF0gn1W+g0kIWxmal6/uQPiAGV+S0jZb/5tFnHaMuEDXMgbrF2HXL88FZgZEDE81Wi2XwQ1XgJL04MiQp6tincMZl0P/V5IGbaWe141ya4iMhNmQC42g6GP15xPusLRzxc2xWqfFODruCKHZLKrXssBiTkIPYNDy+ZkUtBJ1oSidluK2vJfqrNBFA8d1rgFzGHQoWVMEADjVe+VpMXtPqQYD454oMLrOhPeXqD03PG1oW+PQu1gYAJ7YU4R+HTb/5pQ2wQOySEFzahw9hnCVmGBib2AAsZIqdw39TOm0NcqXOQ/PtT1PZ2EmCrXrINzld8+5vZjffBy3VzgJL227p52E3Y20BNJuqCvOabQxrYJHN/0pe+OTvAgOG1uJkb3gaVMqXKma+W7M/MQGLdfoXhZXqga7kaY1Apych3ysttinbRXEmRb1GiQNIJHVtCQvVTNnwARvurN6DeIYyfm2R8EjyDAB3XmR1ECSsa2eFXjXIidiRtxitkia+p/nk5WNL+2x63ldZRBAze+LAxG9cZHUzpMumg4HM3sqx4zocKilmpvZDa+9AXLb5EqNQJQheKRXrGSxGu/ahdCcqcYQmNpmwYWWu9562eeqMc5cj20LVNowpkUlW2K3Xbbee5NPFjRInbWuuQetkad6j1qjYUbQqhyIlfdgKbEOnn8vynkxh6QiV4YOybHHfaD0EhV75K+phzgW4cA4v4dhCFB9BhQlUOPuDdjad8n+bpyA3O9oSTQGp0VTpApibo3MYasVEfZ8VafP7lUlrVbnxlAul0/f2U9UV+VAVqpaEiOveD6+2VqhqcQMxOMABP3N9Ul4S4UA60XR3O/WyfStFYfaeZbmE7Hz393j+tDae8LzzwzF2CVeNv9tHR4vxySAMzByxMjPo4z9E7HZ2F/qMT5Nt6uyUPfM9j7+f+J95f8hnARqjHi7YLZwcRMFTyvCuCf/A3QxKNWAyYJRIw8v2bO6aoUUKTOGfUEwSgJG5SGESYx6y9zPXV2E7Bht+RlI9inJ2r9WozEtCdujgHEVatQYNDfey/65E8fCSv6qFoHMh5UfcgC21wKGffLSR38RQs25yrxUw5l75RAsbJ5rmsS4CLawi7RxncOSCNMqeC6/heCB5lobzYK8kPtj8sRFpaOJa44cBI8Q0RzLttZY2TjauW9ls1tiq0fBhgRwdXRsC6OSSEfW/DijO2d0Zyy5ciWYtsqHaa1qgupshUnSQ2nNLrkcFUqPI1wfP4zyeRzks7hlhKEawdnYdZuhIYpuSIlfm4pq9i/1ftvxHA1jOXd/XMWwirYoFuKfhf/VIavnb5QyyQyv/q+wPm9VhMydIbL7zTOjVO9hfVZqft+cOPJjzCpbUN8dr6BwpMAcHOWlKGdnWhDGFV0YgyEFItwELG8SVh8LWDwT0N8JiBupkIhbc7iaIKIXXQYOQDhJiM92iLeTpB6XGbzIErRcFYlHOCnSeT47z+6FrXUqdvfdRTN2iYz2v7BzXtslq36CkTMJsBLICH75xJR+h283btzAD/7gD+LOnTu4desWvu/7vg/7+/t33f8f/IN/gF/7tV/D+fk5PvKRj+Bd73oXjo6OZvsx84X//ek//adf8Pg+ZZAEbkSGZh6u2QdbBBro1nsIcIVPi4oW2eemgeC5aTOMVM8nCAZAhTyH6iVfgMCKjQMDJo9oW1RRDmiOzTxy8jRE0mM3+xkz3Q8RgFZTJZYmiGhK7Fy0SWWsZ62tdc5aI26flShBWVsSaQiJR8SZ3SgR2QVoPXxzGoNtW0fJKhp8nEkjX4aXccKCFittbe6xjx31mC3c7UaB5pPvVQi6n4/RjgF4NA6YIW0rOBhtQ6S23G43lWE5c6J6jJD1vrWVL3oIKQOtx46N5gcVlkvZVW40RMOjOxm/PTttS2EzmqZ10N4LJlRIPc91KqxqqF5ndThn1RlmxJq5mz1XXMd1AX7fiXjlAFf8jfn99nNrymwXDbJUx2zdsO9ph1ehUbGdo93PnLgwMbpJCLImIMUB0sIcBGp0FNpy2qBOhD3v1ShfdvGY5fvFiaKLu12GIFzlPOzse4HU2G6XfdU6HJeswSam9HJsv9PTDS+0K/Kjjz6KRx99FF/3dV+HX/mVX8FnfuZn4ru/+7vx6KOP4k/+yT852/fLv/zLZw0Zb9++/YLH9ynjJAAAF1ENnEzIh7SkqnlITNvelOUMsjX2comkIi3KmFbjT1wRAosIxWBKhNFGcqLTD1+gzNAKfFmdC0kdaERLxhaH57nNcLT50KwQnvAq1ODpgm/HtYjfIPPWIGSryQdUhAZ6PCCY3nyBVg3IItmWhkn6QZyVSQmKbZTu98K5GrJ/XlRHJJ3LtUxLgbYFKSH0d1gbzejvmjK01iHJCwIWMs4wVePXzpU1kvKFket1OtGaGkNvRqtdUAlgkJevMqBdQuuKUSJ5ukSmbp4mMcSiP2NHiGycs3MHKa+saofw+bObX3kxcC6H5/8JAGqXUf9O70W3rs2Yivb5oGwNuxpngeUaWFNidm9sjgF5d7rzglwEwSoRyH2AtROmiUEqf+x6Ec31EKp6YnV8uNmH68Je4HM/b/xFs3sVh1qa23JYuJUpR+P86bNABd4m3rgIjqagzgkgx2yrWawaRlJO6nRrCmxxu8izMRGmfa0QCSrlTVydC33u8pJRfP0AykmqpMbG8O46B7YxsSALRdYr4bvUd7AilTz73V1hdD2fCzC1jsRlTlr7/hSgLRUvHJC5UdP6ZG7t2F/KMT4B24vpivzLv/zL+JIv+RL/94c+9CH8rb/1t/CDP/iDiDEi5xpB3L59+8qOzM93u+edhH/wq38Q//PnPAyeJsBaB+titZvnBuYRnX7hDXjk3/Ac7bhHfjxbmAF52aYV6fHmC7+T2RpDESb2yG9czRciMaCNdDHBqwlmC52VpjXGMpiaoxk/W/+sTC3Ac4uOADSLvZH5bF6MyBYHXUAnIGq/eINlxckhwD4jOPHTxaqKOFhWWeClgMRuePweaBQWSy35szRC3Oo4Gya+8Uhs3F5KR5jJC5dEGPcrJ6Q/VqPV13p/O3Yrg2yfk+Wbbf4b8ulM6RL2TNRz+XNmTqLB4FAjrHoSbFGsfk6Ng7CbzzZDt4tMgOfP2+z8urMhIaVxEL1ZVGvAfY7RoBmy8lMW2DwMAsF3Z/rMZ013LQAOUkbKydo8AzzVZkstCuTXYWcIzTPeLupqeEKZj9Ud6dZmMmQNQPPOt8cjgFDXAWuwZvMb26qYUB2KturCuCHy3gYnIpYelacx1LkPkzagGuS30klTvINZmhH23hLSGYAgPJDhgQzuCmgMCBsC5eDXYgJePjiyZ6BB/6iSKOvF4eqN5vs4QnGZU3C336MZS+P0viyyzB/HbbcD8Xa7fX4tA67YXkxX5Mu2a9eu4fj4eOYgAMA//If/EN/3fd+HD33oQ/ju7/5uvPvd737BY7ynnYTX/qN34Hr8ofmHjddvL7AvErzzvb5XAsHXVctRgHZxd6dCF10mX3Q9ckP99y4bf3dryVpgVCPUnKu+/02UZf0R7Heaq6VMnnIwoh0b4c4XFTjcbGMwGJlRxxxUp2EGFaO5rmauPXgodR9PhTiRUH/Y5n/bhVsdl1kVReOctSx2q9FvFzOHqdEct/nbOSruQDaX0KpGRhIj08yPX5NVn5gBatIMLRt+Ni80n4/WIPiu3oCK58/AzjNUrWnzW43UKtkPnl5o4fB60Pmc7X62azwMQjdNjaJIl5yT3CiCDZYnlD5UPQHASxCdqGjHbglwXA2+d2ps7yF25o0aB2HnXsncte9LvV5zxvy4u8+yPS87qLg76ToOQ++sdbahCE5QNjnuBEz7dYxtzw8ErYIgeOrOCI21JBRKTiQRZDOEwMbbOIGzuQrzG9k6DHfddo0/73x3N+fgqmPt/OblUFz8eCIJu40F3/72t+Md73jHiz7si+mKvLvdf//9eNvb3obv+Z7vmX3+tre9De9///txfn6OP/yH/zD+0T/6Rzg4OMB3fud3vqAx3tNOAibC7bwnfzdljoUJORGmPYkawyhqahznBsAjp5FFehWVPW9CRC1pjpi9YiKOjLwnEWV3VuFqYz0bQdEjXc3ZhyzG29v9lto6uIVHZ86JjdlKytQItGRuV4PUBadEQjAxJdXs564ucm3k6ex9wBcDYk0FKIcgTMa8r86DL4q+gNYBjXvkv2lf0Haxplx5EY4+GETfoAK2gFNmdEOt+Gjvo8HGTphTZ8DIkJ4m2s4fodLJPY8ji4JjI2LFCd68yNGQWFNWDuN2zZzqZk2UXAy0VXtUFMKQLiklJW9CNjN+tjjvGDU/lR7bftM+BxecDIsO0TgTNn+N02B5+DDVfiEcCWWoc517QwXYn4scAaZQ5yXAhatmZcAkA2qv0ypUQpMmkv0aQmI7v01qyZ4Ze0YuQwBaNIJYUDirBvL3rVkb2pJaG0fL5zEngJOmWxaM7kRQgO6MhRB9QDh7dUHcioRzd0zOtSnALAhpnd3xSI7HAQgDgc4VsYjzsucaCPHMiLuyo6UeqLnxu85Ru7VrQLPu+HHJ5vOSA1zykTd8+kQm9J/H9kL9m6uOAUgvopOTE/98u91euv+3fuu34m/8jb9x12O+4Q1veImjEmTjR3/0R/Erv/IrePvb3z777pu/+Zv975//+Z/H/v4+vv7rv/7Ty0non05452N/BK/PH5RILEWc3x/9jsaNseHl7cha0hUyz0SCOJCXm017Ag0G7d1eOxYCJZBHsiWRw5WuoqcRkRP3CnkEWkL9G0GgZm94w7Lo2tikOgEAAd0pezlhUiOKRtzIttYgtN0ibSG0XOcsx28OR5TFDkX+Z6V/IRMw1f3McLsDo9yOQlU+2VM9UIg5AkSVszGLkKnyHTxCAzxdYt0HrfSMWsnmlothTkSR+50XNJtbL/cLAJQEaeOIW/kud4Q401BATctoXw5LLVUmfe0eCkDTLfLjKcCbhZlzUbRMrz+tnTRtjBxqGSzqYXzegok1KfJglTaOYnC9p9bISZw42c86nTr6kaohFGPe8Hd0Hyvxq4iSgPXUGAumnfQLz++jvDu1oqc1wHFsnGsVMJrpGOyu7FSPmXuakQrt2mqqkWGEWB9bsftBsFbQHAhI6lzo/fFnzO6Z8jPyQtaH0jPyQho/Wcn06vGE/hhI54z1/QHTvvx2cTP4XFhFiQQI81buYZJGVfaOjq9mlKU0SAqb4NffPjPE6hhD0wttJcRlCIwdY2ef9piz/S7bqNmvXYMu8QMISmqN/LISFz+e28nJycxJuGr7e3/v7+H7v//777rPhz70oRfVFdm2g4MDvPe978XJyQn+xJ/4E5imu3M+PvjBD+Kbvumb0Pf9C0qR3NNOwvBARnd4JqGa0o6DRqfty1E6OJGRA1CU+m/GLfc1P0mNpx9yJYhRUXZyQ95qHQjP7zYkxbb/AgAYUgBUowbASYt+LOwcG7LwOcteX0gXa9JzuJFoow3lRJi4jesA2AveRnMtYlGqk+RRVrs4+PXUBdUIYIydngFNioF2jjFLZTSG09n2F1IO4ryYHbBoyowb67ic1a/HLq3hap0Smwf7rInc27SMIwE659w6hPpuGmoxg60bo28GrHWIAHXQAMAi7p3vAb3WRqPDoetmkfbyXe89wc13cG7A7N610Xic35/WYM+cGlwSHOp9L5GdX0ATxEG35xZ1rv3+hHofPE11hS1xITKu83nVeNqy1loO2SILjDDJy+ScFiUR5wVcDK309fpKBErHjkzF81CfscnSC4JgOkEW9n4woCXNtV19c/9I3lFShEQcShkvJ7vgavnnKcI5kvB8I/2P67Z7/N214uXc2rXrpRzjBWzPPPMMnnnmmefc78V2RT48PMRjjz2G7XaLP/7H//iViEa7/Z7f83tw8+bNF8yhuKedhN/+6rfh7//s/x7/InwGGMKcS2vGkIyZTY4alF4JRXrFcWCB0zthH+NYatfThr3rG3uO0ernG0+9qQUuTVrBRFVMg98MijsIswixEg+t1bKxzl3RLlayV5vXZmrQB7AiGwrt2uJiDksGoEJPtbqCfNyWorEXoaQ6dmn3O3dqZs4EUI1sbN6lHe6DrVttpQQVMd7GSWj5AZdVdtRo2er0CdMSHvGHSc8Lmb+yYxSt/NAMYlsV4tfdOEC2WerBDFoYawli6yRYRQlyk2bS6zHUxNIQRiajYox5lvJznR9qDUkECmqEiwC4Lo05pDo/BtXPeDI21121NZ77R3WcrCV5GIV5MS3I97MGR+Z4tBwcu8dAdUSoVDTLr8MnFE2JLHlawue6Jeoy5ga1KfN0Emu7kTqEdm1DdTzkOquT7mRlCKG4JNUAOaj3KC9ZIP8dzlAcCItnm4siQRlYkQJXIm3VF61KpnmP7QJKT5gOyuy5I6tjjjppPn/sa8puKsB/5+Pi2THvuj3P/S4oM172O5r94HkO4BOzzdJpL+EYn4jt+XRFfvTRR/GTP/mT+LIv+zL8p//0n3B4eIgf//Efx97eHv7cn/tzODo6co2Ep59+GqUU/NE/+kfx8MMP46d/+qex2Wzwlre8Bd/wDd+Ab//2b3/BY7ynnQQA2AtbWVHLAJ4mgcknNfLMLhQkgjTsC7W15w0To78jkQATMB4odKrQ+bgvUKBB6eMewImQzmuUFkaJPix3b/lVYninwtaztiZGbXlYGwECsliBrLmURRfkv/XcZmrVGiusHzIDRXKTbSlgWxtORWFzlsZXJuFsDo45QJYmsHFYmmbqKqO/Lae0SHcWMeuiaGmUdu6A+cKKS37nDgxRdVpyk66IwKSpCRTMYHJzhlqUJWRIa2GuKQGguW7TkDAyYGzO10S8hnjMjC/XqNwNO1eoGRZFN9EwByknNF7GjAzXpggUts+LyrKPHhio7LU3CoND/dOySQcVeV6dMNrIUuclQAtpQpS0p0mJ8jxKczTNze+QA+0emXAUoJG5nWfH4OeGyOjE4cIqQw5H3NJaHBYOmHFwZD4qD0EflQv2aNyr6J/xhKTMmUT8rJe58QNQTUfRKJyAvJLz93eA1VPKv1jZfavOrZQGq/OzsgHpZ5pioFwrD7pTQhjlwRuOCspBBqUCngJoHecGuF1DCGh1UWQOCV722HIQfGKuOA4u2Wd3o8YJ4cZ52R3fzty3v4leE/kybC8DkvBCtufqitx1Hd7whjdgb0/4d5/3eZ+H3//7fz8A4L/+1/86O9ZnfdZn4SMf+QjGccRf+St/Bd/xHd8BIsJv/MZv4Gu/9mvxvd/7vS94fPe8kzDbSFYSr1zQRkUAnGTn7HaLXM3YmIFqoteyMzvexS82kRVXY+ELsJY5eYQWauTSwra1h4ISwfRhbomFXocPXZBY/50a4xbgAktmYIs3O6qfye91zNyUzkHHqxCmcxXMkOW6X5sWsFLJdnNIfmBY7wYQPMInrtdNly0yjPn5Mffivb8E5LpbJ8IhbTQOy1WLXxN9uxPXnNfP3aZadhYbz7/b3DTM9NbRmTH5dYH3ex3hUbM5Ej6+Jh01i/qb63PHxObeenNESau1z2V77eY0tc7fbHpiNbDubHUy5YbOubOZ6+S7PkbjiPq/tb/JzCDZu2pzoNdkX3ujpIY/ATSIDAHwsTT3UPd1nofdV00D1OPCkT9DpOLGHGVxyAcmR57Y/hualIL9HdmDD5kzieLb9xxFCJRWPTTtMUpilFUBMoFLlEqG2c3YeX7sY4vom+uWidjZf+YgNE7EzvEu3e72PT3H969sz2t7rq7IH/nIR2adl5+rEzMAPPbYY3jsscc+LuO7p52E1/7Dd2BT/uXsszYPHDKAAXUhsqiwMUZk++n3QRu6GNx4aW4dulg4ibHhLrDUiaPA2famIRAHe09J4P8Ghm9TFLMI0/QHUD9356AxslWLQG2yOkBx1MiyMfqzRae9Nq7rx2WGqaIR8reQ9prFW8/hhDJzSDA3yBzqetayuz0a5zlkjOb8F3L1jRFv1752P9q93suiHzPK7cLXOCMXDD129sF8HycENgJZfp2pMezmqJqxtgqWXeO9YzxbB8TRDJ0LZ+AbCqToWut0UVN1QlwduvYdmVakUbXsaG3QzZkR1Ea7fzYtqtu53nVOCHz5tV3YT5+lpmeFp310nOyO8k56IshnJQkyMkvTdQAH7SGyNfno6uBJNYsgOlFRo9wDWCg61DVOWAevLsgNd8HmmEGVoEj1usNEjpjkVQH3RUiHY5BS5lKPc9m7atvMQZhxFnDRgO86ys9l4Gn+3wsSzZcdb/cjrsq0L/v2O2QY9+J2TzsJ6VaHf/fs5wB87J8Z1F1ihZktiplWJOQwNbQtic8Wl2lJDrMypJzJGzIRENeM1Cx+BvfTusmPNou8/xsCd0ouljD1Ug4ZlJjnwkZUIX5gx/AArhLpDaIsYurmDk0lMZJ30uMo8O0sKmvGOevE1xgN+bKez7ZxRRVBbOYxbu1aLe/bSCE3vAAO8AXR4HyplkA1HOZU7IzDFvfcOgON+mOLbBa6SPSb8Sua4Kst16sE1Jp+YK6VF2jGb1NgY3Tkiut5Zk5aO47W0WlTLgXCTbDIF40zYejVDqGZGJJGIXv2uV6XjZMq58XnlJsxK+qTNtXoxA0roa86D/asOqqw47BwoNl5Zo4A6tx4RN+oIdr3bQWDdKKU53g4hCsd2o9YiYUhK4fAkIFR/w5A0Sg+jEB/wo7ADUeSYgkTY9onZE33WeWFIWqTVlzbvXKuTaOiGUZqniHCtMfOVQD0Wm1e1wG8lRPNkK1mY5sTar638xtKQXJddk84sc4rz377gpLrBFwoe7zMAbliax2E/DK2CfqdzEm4F7Z72kn48Dd+A/7sT/8f8JN0v66K5PlWy8l6bllDPmfD20cWHTeRyqTcgDDCHYRdpjpQjRigC1ZEhVdNBtnyymwGkPy3HvlrBOnCNXa8xrjZZguy/F2vIy9FNZKmZvFSo4xWItn4Cajj8kVav2hZ7kxAW7nURn8t/OsGoMyNPTUtfIHGWHI1orZgcmMQ7N4Y4mCKdkDlMeQebqgd+rdr23UYmsWt7fS4mz5o0w0tF6Mlrvn1ttfSGG8z+LsIy4x82VynP0et0bTn1IxBi2qpwWOSx36W8mmuITeS4j5fZM9VFe7xPhLq4HkqQ+8jsRrBsV67IRQz58eGQLXCZ5Zea5CzdptrDzSRukp0gzGr/pml3bk6mDSqgW5SLBdKZFM917hX54YDwL04Ie6YUJNSINSGSo0xpxHAqNLqyTq0No6R2eiJpJy4dXbNEWwarVwI/m2/9r2zP2N1Avwe+N+t59v8l3Hx89YA7nx3oVLiOZyDGYGSCQzGrJHMK9s9t93TTgIAxEtwpDZKbg17mDB74XbZ5x4B2aLjJKrdE9TzyCLP/nuPItuo3owG1UXXjk02Xlu8mYUvoPtyw0L3c5qhsZeelThZqiCPnBgzotzMQbJx6TzMYGLlLth5XY9lxxDvzrkb3mYuLuS6G8di10Bf+FwXRIeQSeH7XWfPftMcw4yCHafd78LnjUPiURnv3MMroH9qjjsz9O24d9CWC4t2c72zBX93rG1E1Ny7NvL2KM+OhZ05tLbnYPEdJ/jzBgBxYq+kcMdIDxLy/Nw+x7P7TbPnuXXOWlloADNBqty3vSLqvOWVknwzVd4NQ/5uHVUdnytyNmNu+QDunEdJadmzv7s22Jy76JndAzTHb8W+MiRlExgmfCT70LzsuF1r9Jm7CrqnS75qSYmMS5wDH1/z61ZQyeGxnYPvnmjXcXgBzoEMUwZIUEdBt5dFlnnnvXzRx/g03e55J+EHP/T78BD/V9RmNtqESNMAMwW6JlJ1CFtfWl+wADeq1rHQUwtdzTGHiTEcypsTt83iDcwXc8wNu5UJBvt3qiRIiVyq3K2/1w3xqfRWfcGI27oIZivxNEfEHAN1SqTmm7C4Xev0S4/KxjeRIV1IpYMdat2+GuU5Ya0xPomErNi8kEbqAuocTjanNq9txK9zb/MiP9RrmGANGmtEumOsQpZ5sCoA45oYXAxW6Lk5Rqt6V1AX81bkySs87Heov2lRASuhnBE+czOPqOe058RTL1Hy7y08b6kuZ/vr4j7jLDXzUHPu8nfa1Gut1TfsCBsHAEnuiV/PGfl1WRMzi/BbAyv/lWdh5hCSzr82tjKErUQx+C2q0t8RAaG4ZuRlRf3yUp7l7hRO8IMa8rgVvkB/LOnD/3977x8mRXXl/79vVXfPL4cRBAdUwkdUIP4AAyrBTVBRjGZh1a+u7lf2iezm+0myJmazu4mLP9GNCw9miT5fGI0SH5Soibsh5skqKEGNXzUjZjExKIIfo5AIMwNkYGaYH93TVef7x/1Rt6qre3qmB4bpOa/n6Wemq27dunWrus65555zrlchzBSAk1XWv2TQpmyF9bxY9w3Wd3Ihl3zQCoilhIaVhkjGw0p1/43FScjIKu3jYSnXuh9DCq4qKgRClqqQb6F+lsy+oEE5cjuqhJqLtP4XMIpi6FCB0EtL9ruKykjKpE6Boioix1LwO88KoxiRCyBBQMIf0ugGnm4ojWGvJNSuqZPLRDuuyexnRhHZ8J0NOW7Fhdvph8lSGrxKmCQ3iR4EI5wKEZijCaEXgv6uMxkKK8OfVhQytTJcTToxSodmR4Tz98uRlFxVTpAUIn5COkDqMK3Q9TnBHK7dNh2VQQLIHCdM3gc/oV5Q+iVmCUyjcOgXmx7JZynUjyaEziMzP69z2oeUAX1PMoHQ1kItZM7XQtRSNuzRtLYmhEZ51nbhyRwG0pFUVqDD9iBgskaa0ZGlBGqrS8hiYo1GtQJlh4VGR/J26GdoasUPnhHRa12bvk4PcHU+DnU9mVphwgmTnYESnK0SKpU3jBJkCzWt0PRWB89OzrOunnezeqZ6rjOjZLZPOeUkTNu1/wO58v56qaCPjPJrCzddv4Weq7ejNvykVAYqDxAcT+YqSdfJ8ERPhRE6HiDSMM+sn5KLd2l033oqnJES4XPr51r+FmR/OJkge6pWbKTPA8FPBlpXKCIK4Ws0z6WyvBnTf3R6zrrXIatGntG5fa7oKD50SJzgsiyolHOAdZxWJoxypxup3136WtRvyA8Ui5CfglYa/KA+hKI87ItmhiPDXkk47u1PkNUeXlHHJ9/66gcvCttcT5DfjelPv8CsF6CuxLcEkgljsx0L7ZGDZWY2Ixldn3kJCFOfsF4Ieo5Zx7jnzGdbwl/7C9j+Bbq9OdMI0KM1YdZbCBof9I9tZg7Ns2uBZyqz+oeCOkzfU3hfqG+grkELY6vd5hiEr8lYhES4Xvt6zTF2HwOQmQ6F6Wvjd4BIHTrawHIOBEnBo1fJDN1HEbRLP0fmOiL3zCw4ZgtKa7QqrP4UALJqFVJtzjYpfSNTRloYhM3N8pp1X+eE3rqR8lr5TcGECRrnSNV+NxM8UzLFsHwYnKzMtGj7h4BE6Hq0guhYDoWUkOfrPU7AyRCQkdETZnRvO+UZnwXkJN2K3r/ob1kLK53oDFqgIxhUyOuliFAm+bDo6Tdb+Eaxfr8UqSJuQI/I/znKm1VX9Bj7OY9aOuTxVoF8SoJVr/38hhQHe6EoW1GJdSyxyohAkYCtgGD4L/A0Ehn2SkJ2z15ACAj1EtTmYeN5DsgXFAURBCEnM4GQINSjEpkYRSB5WD4dvitTrjq9wWI/0bTM+n8zf+1YL3dHvmzctHQuTHZKb3GzOp4l+Lwq60eoNXQ/nJ+ehFWOgqkC/V2PMLPVKvGTum5biBtLgBJgvlq/wfFUsh1PCgYvZSlEWmj5Qdin7nc9ovQFci0Duox2JANCHve2sDWjYT1dEFkGW68zIZc0RmACty0QSlAZiw5Z5l+7v/X9U33sVUgJ41qe/TIyxjHJuMzxur3WdIZvXbPbo6JXFF5CWoPcHgqmQlTbbcVGJ6sCpPDU+fw9lRUwlLqZIgJfBPXotUv8pEzUZCeK8lIym6BfIYU9JQhwAaGzC0oHmcBCkSC4hx1pxcpI6eWoxEBOBkBSZ04M963IBm1Ndoa3Z+qAbA2hZ6ycRnB6BZyMTMAEgonc8JM6lJECa4llDQqeF2GmHGxlxAMAF/ArCH4FgRyZXyCbERBZEVjlCBC9gJsVyBGgllIZOzAOKRcwyyPb1oKc46xjQs9mSPmk8G9DK2Owj40oN4SQM2QoQyLCx+hyOWVMG3Klowm9jF4LwuUFCWnlHWJ4uqE0hr2SoCG1jnZoPt5KTEOQLx39cg6FMtnmREtxEL1yNTdXRQ0kusiEVIaiFkRwrC0wnF6YeHLHI7XOPMyISGSBhFpUR/sHCJLn8dVLV2RhVqhMdMq6/QRAOkucwu3R+4QU8H54P9Qo0VFzhTrJjJsmI4wd9TLyU8HxftKax1f77GgC7fSV7Fax4mq5W9sbXSeuAXTSKHlORytnsO6BfjlZVh+nN14ImpGunvu3XpJa0AogcDAD9BIf0A52gDTzg2TfmXTYjt0HIlAa9HVUSMXPXrJYOq+p82d09k4KBKcAhEehlS8hgmdI93vWESBXmIyJ2j8kFA7oAlQhkK2yPPa1hcA296oOsae73B65oJnbpv0MBLxKtfKgda9EJlC8AW16t5wa1bSGvkeA5WNhCVdAlu+tCX5nwWJjqm+FtkyIQBjrsFMn8CsCVH9ZETjGKpggeNaaCaFRvHq2jbWAVD8pqwgcCgnXnNBBWH9VhVEnUkOcEkG5v0lbeTYXFtpgbbef/5zdgdAmo1SEhb793c6EGGqPLQltRa+AUpD3eP3d8ktihifDWkm4RFyNLnSHttnrIwDBaEsovxljNgTCjov2D1hrngIQlsnNzN3r0ZUqa0YyBJOx0R6x2ueJnoMEZGiV/fv0INdf0IvU6NGrA5WCNlhVz4zsVTIbMy+u9ksBK2LeOxRYMUI7pAAyjnsOIDKB70RoikHt1zkpTJpp3UcI+ibo57A1xCSy8gIFDSLic2GNBGKjK0Rwn3V9AIxCZ3vVG2dLodMfByZnRy8zrN6J0XloWxmUlhWCVyXgpC3/F3u6CrLv/QSpPlftSQiQlX9ft0Mv/uPrhYDs583cN3ldXqUIhQjq7U6X8l1JqnUHSLbJ6Q2WLne7LSdVHeaoyoQWIIL639ELWVk+P7D+CoSe+WDUG9SjrUwaL6X2WxlRoea2TdRCgoJMho5Vxr71UbkacS60y8gpQuVtr387Wqgq6wI59r7g+nJ/v2R+/znOGHmUhKgTglFEco6jsFCO1hdtS+haw9EEocOUopAvyVHsNELsSYL64rabNh4rWO/8kuoYoQxrJQGOC5FMgbK9oc32fKrvqpGrHvlao03bnGmbe81LQY0I7XlxPZXhaU900oIUZnRsEu/Y5yLrxY9AqfBTKsdBxoo5Jx3tINeeSHbKl7RXqZe0JpmKFkF9ZlGcLJDISOc2QJrNfb0mg2ed23Y0AqwfvvKyN0sRA9qkbRZ+shz9jCMniXCImyXg7GNsJ0VyVf/6SmlJCJOjIdFDZhVCfZxuZ9Q501NOZ04vlNVAL2blq+OEiVSRK3vqkamAl6SwEucEioJeWAskQgqMyWkBIF0JJLMw60DoqStfLz/sCPhJbcIn87yFIgOUokUJSMtAkowTnY2TBURWwO0R0rlOKaqJHgGRlutnVO/z4aWkZaBnjDDZBLU/gfDU+hDWL98XAm6PTLSVk6cgCcAVcrlf62cWcs7TCpFSyIxVI2EJbPUM6T70Eypls7qHeprDJAhyZB94NT4o6YczEsYJ0DjBGTdgJksYWs9+aJv1+89LSLjnE/bhtpGTp8I42ZxPXtsKWgFFwRSPGd1rRSH2mBgFMM560a9MiiSTKXl6DuZow0pCSQxrJSF92Qy0jCec+PAWwJeSx4xQ9LtEKfkiC8Ca29ajTCDwltfokZVJWgMYhy0916n9A4DI4Ea9iEOjaSVo3XRQD7mQyV+yANIUEpy+pYDAh1l4CVAmbBUPnq0Jwr7kS10pBt0EN01BfSo0z7UXi9JCSgQCSisnMt1y8FLPVgvzQ9OhhU6WQFkYAepZ4ZQAjEOdHqzZ/aunH/Q0jFxESF6zNmf31gTx5V4FQosT2REg2SqYyJNgxUK5cE9mlAsSUuFIdhKcXjL3TUeKJLv0SFIKS1m/j2SXL6duUgK91YEDqQ4HlEoooWo/wauUoXjkyP+1kDXPoksyNExNcRgPeqHm9/Xz5QKJ7uBaU21aQ0IwCvdVaKMvjB+JmwYSnYTU4WDFUz8hw11l3cJk/JPCW4RyEZh+1UuoJwMFQWTVx1P1qjlxWyGUClTQjyIb3DtZwFIMHdkffiWBEkr4uyR/a76Q01W9YUVA9DoyvTr0A4UwBQRmaLogHxT5v8gBdd76o0pMIUWmCPJNA+Q0pUhLQDQ6IRYnt7w+xig7ha5b1+EQRMJHCh5c4WIoYJ+E0hjWSoLwgbHvdgOWhkra7A05OpVhhsHoXm4PjgeCEbLcCCMQBUGFNsEINQBB5IJlljQjpsgonfxAUJroCO2pnQzqDXmsqxGsIASL6URG5BAqP4NSZuwkTCHvfkcLHTLKhB0nTdaoPAf9crf8Bcyytw5yslHqNQn01IEMpRNIdegOh5le0UJReML8iHurA38GW9HSFhZKqNBTTzr+aUuQVhzMsuB6ZUy1z3f1YkUiR7FLpIPrAMmVD6Vi4sBTKwVmagV6j1MKWUb6swhfmt+lZUe21XNlzL72wHd71D3yhFK2AuuAmxZK2RSmX7NV8kJNXztBfxp/GtV+PV3gqnvsVQj0pMLCXz40CMz/TtCn+t7bIW76vH4yWInSfjna0wVGidZtVfkQKEmgVKDg6pF/KJrD8tuBXqsgZz4s/BzGYYSdeZjjyxWlKETPa4+ko8dGZXEhK0KecoWWWx7Iegf5FITo1IL+XlBBKHANOQqL3U9xdRBAngNPbRiSZEpMSQxrJcGrEEi+90d4FHlwzW9Pr5VgmdDjsBQAY0Ug6wME8+ewRmBOsE84we/F8ZR/AIJRmhzhIvTS1iN8O/2tmWrQTbPmgPWqdHK+VhhrgS5HSiEywl1bP1QCHZOm2u4jtdiUWQNAj1r9oB7bsVOvq2CvNhhyKlPXK0ejyhvfTt+r8jXoeXjHIaOE6GkXRykK2iFPK3B+QgpaJyNAvYDr2y8/KZi0VcRP6qkMtVaGWu7XhCHq+fiEstQ4kOdW1hG/Um7PVgv01gKZOkKiWyABmFwLevpKPxe+q65bCdlUu4DbHZj3/aQIoka6BdzeoH+9FELriQgETq/ymQqmZkyiKx9wegnZauV4WAl4KcvnQysL+oUttHKmLBsOjL8EEORTsI8JyR414hdZATdj+SdoQ5ND0vveVVqfL0BaSVD+Brodsv1aUFkCSwR1BjfX2mbaGNx7EsFqk7GUMgqMO9YaHIS+W+3RxEYV9EWcpQS5Aj/uHDlrLcSUy6ecRM8dCmMspq1x5UgA3tCu3cDTDaUxvJWEL/8Zu6dMxae+2wiZ5UxKaqMMWKMme2Ttq0WPPDVScnoDZz9PreioR8L2SzokCJUgI6Esc/pl6SjBayFf2rKAzm1AgFllDgCEpZzY1hBXmcjNqFpHFlAwR6wdKYXlbW7OTTBhaEEWRTLb/ZRUOLzIb1gn4dEjeO3waZQGXya+EZ5ebS9QWnSkhpuWZcgVgLKOOJYyApDMiOkIeEkg2RERVNYI1FfLb+sID0oAGeV3IUfZVrijttIo4SQzAAZCPVtNJhNgslM6HiZ65Jx+9zjHHJvsJPgpOcL3kwTqEXAywKhmktMtDtB9omOmn6o6CNkK2SbpXCgtG73HyeRHqTZCokugtyaYUpD3Q5470SWMEkdCugLo68lWA/6oIIeA6SNHm7tUpIIbPCuhvAX6OYHcTm7ub4T0AxN6eHP/UoKQTZGlSFhC0RPKsCdyFYM4wRodqRNCIX62oLIFX45SEGd50MIhzjoQpZB1IE5ARNpWDLHe/9bxRojnUXiKcTaMRjDE+R/k+Bvo8kVeR9zxoYeMAgWQHAISNMQZFwkimhdmAHWMVIa1ktDyf8Zh4uY2IHIDQ45oOjmOKuN4AJQnesjEbikA0nwvv2crpUIBHd6mi0debHZdegSocwnIF7sW+vJ3pJ0Yjc9AJLrCnMcLXuIi0s5QRICP0I88EIoCDnQqZmH8DYzFgKTSYCcd0qF8BBhnN2ihAxX+6Qame6002FYPkzNfKHO8un5pBQmUAB2KqcMJAdVmHcKo+tbpBUDSytAzRhjHO98FkAqUIac3iAZJqvwQmToRUqgcL3CyTHRrHw4p6JOHAb12h3ZQrDgkkOqQ7fdTUmAnuqVlqqI1eLnK8NNg/t/tkcqEnubx9HSAG6xeaSxX+p6ofvatMMZgiir8IrctOFCJk6SZX8jnl2DCIeXiQ9Yo01jLjISyHjKLGCUhOjITJELH5TjB2cQJ6qjyYO8qVFdcvfm+2+cqdHxE8YleW38pduqg6GWVo4OeqOXAsjrkbXcx1gJbuSpaebCUQn2cfW+ZYcmwVhIq9zlw3nov7CekzftKwPj2S80O4RPWKDWSwU1PAdi+C8LXIy0EI2rrhxSau7U84fV5TYieT9ChUIEXuIBQ+RLMdWjFhyKDLf2Ds6MToi9uJWy0l74d6qgdF4FgRCrPYSkKto+ECPrLmK/dQJDaZc3on2BG7dEpCdJrESgrjp1DwekVgWKRDdJeO71kLDeJbpLl1PV6NapeklEdjlruF0IECpa2pujuslY6dDJKQeiVSo6bgZmOkE6RhESXOlelnLbIVmqFRgTWFkdaarLVKnohAYB0dIFcZ8BPBVMSOlRP+3HYli47OkDfn5wRt77P2mlQF8uqttlzzgKhJDxEajLMR1BpfwRCjKIQ2hdXtg9izeSlDt5sQRfXtj7aEv0fCNo3EL+BfBQdeqixFYGY7aHvMVX36Qg5kEuzFISQwnMsKAn5ntX+1jFCGdZKgp8EKKve/o4L+D4SPdJ8DZIvfj8rR6m2A5weeRtBocLm5EjdCncj6RkvM7hRMPKF2q6W2PUTAl5ShVrquWDtyZ4073DlVCYFt65H7rCEsvphm3n4FEL+AqYMZJ567ccQDeGUZn3dvuBYPVI1OQLUXL7wIOeS1fGmXt/yxRAq853qQ68yuAYZkaAO12GAWliqawQAr1qNbKHrCKw62pvfTp4jfMBJCyQ75XREqt1D5Z97Qa6AV+ng0GlyKU054ieTryBDQHq0vAduD0KWGjdNgYAF0FsrkHFUqKnVN8HFwfg56OtK1wnAATK11tvDmuPXSoaO94+a8W1nwkS3gJOWYYiZOpX9UCufWuG1lCYdYumnCFThB/eNAPKFchbUD52qxxMq9SDCgjtmtBc7Oo1RUEJ/49DnKWApMEXjTOz28aZxMQfnG/Xms4pED7edCOPaVmB+v7/KQpz/QH/qMH4c+RSgiCUkt4I+ThBn6clnpYkqgPnOPcQClqMbSmNYKwkfLr8Nv6UOAMBl/nUg34ebATLHyf3CD8LV9MhXY4SGVhwAFYqntuuRsBKMHuR8tB4BkwNkKh0zZ+xkAUKQtMh+qLSSoSMCpFCj0Eg+WFnPWjzKlwLNzFOrsEXhkRoxwygI8lplOaGy3ulQNT8pTJv8VJAHALCEoRfkJfAqYfLcGytBQofFkakbIJO/H5Ae+9pB0qtAIOh0VIYvrQXIyDYmu6z7o/pVrrApzIibVMIgUisauhkfftJRCYME6nZ5yFYIZKsEMscJ0xfCA5KHyShsfjK4pzLEFBBZ6fRn5v2rRDAVIsLKSvDgAF51UMbOgihIjthtBcdAgIlcUM+f0Nshsx1mqwG/0lcpkkmawbSy5inhbznYwqHAB8AoFREpYKw8EY/2qIAJWbHyCOwoxVoT7PL2/3FCzq4znwUlenwhgVaEYtBXv+SzJgyEfikE+SwFeQSzjvKIPYfdV4WaELc/quDFXX502wgWquXGsFYScvA8JLp99Fa7SqAFAghAyBxuI4W+lZVQKQdGIbBGfXboo55f1g6FAMIhewVeljkhh/ocsJQZXY9SLGzHRfOSdADfmKjVS89VaZ2Vv4OdnlpQEF1gY8/TA5bSoszZQYIda67cV6NkNY3jJwABIafG9fy3tXqcmcbxgvwObo9aeElPQSgBD2WB8a1QO0oA6eMTQcIfB0gd9gPB6ACk5xcoiK6QEQdW9zt6WiJYZlgqDxSsE6HvhwB0yl4t5M1qf7qc9fK2FQx9Q83zJuwVNIVZJlg6h5JU4NxA6Qo/F2Su0d6u76lsD+V9OecIwqjA7i+DIQTirATF1htV3uw6rDJx6Ynz1lfo+1EmVnHR9y3OamA/I3bZ6PFFnTymfCn3e4j7kqcbSqO8lIRML1IHM8jUVsJPSq9yR6274GQDj/cowpfOeNrMr8Pi/KScVjCCzQM8LTwjSoNxVrSSImnrhYybV4vsaPOx5dRoMjGSFJyJbjKZHf1EYCHQiY50Fr3eGml18CrlQjnm/CSUZz3CWe8QtE0u50pWGJrCE4FFQI/+PRHM6asROSCnAaTCICvQ1yeyAolsMGr2XTJ1AoFnf7YSqDgEgAhkZdvTSoBOEgQht2WrBQ6dIYfuTq/c36tWSvRdAZENIj6y1QLpMYBXZV2/r6IOqlTDlGVFJv9R2l2c8DcvuSDE1GxxAoVPZxEMhYSq+2rCL7VvgEeRuvXzJ4CsrpjCwjCkvASN0PfQ+BnEjdCjSmkcEaFjFBBY1xwdxfYlSAoJCFvZjTsmrm5969xI/5mvYYUgp/3Re6vLakVwiDHKQeTZKxhJUaj/bGtM9Pqi3/MFH+Sz7AyWEnGE4emG0igrJUHUVOPQlCrL7E4yOiELQC/Q4wDkA44ekQu1Ip4KXdNhfMInZfYWcD2dYAfG8TFbLVRCHUsxsDz3dQIcKPM9ucKsiSCIQt78QOCRDyGzKmpzv7ZWaIHvqYWd5PQCKe91S5ho4aRXuMvK+W4IMktQCzUqNmGCCEb4RmlRlgI3IwI/BiEXBzLTCxk1J+/I7U4GRsjq6RAZcSDC/aOnaDIys6K+TvuH6KuMhYAevSMUwucnpZOgXB1QXhSZa5MvfaMgaUuPC2RT1gPjwCQ6Cq2uR8F+yK4KrDcxQs128gxloxMwfW4EPpAryIHw/SOrEdFzauFtm5btuuykdjGe5gWz7alzCT0dFXPePkfv0e2FRugxwjokqKL7QsqXyClDgnLDDO21GKx6c0IHI9M0+dY/yDsVQ+H9/YlqyClvXWdR9ejrK6RARPu60DGACp0V5rdk2mleGJG6VJ8eUw6LzKBQPkqCEIDjBOmJ1UMa5ChA6OXvKaFkwhGhyumXshLSgPRHkD8UVY2QQiyU9EgfZ0IeVbmUtCDIXPxaoTBvgMAx0NL0zTSGFSXhJ0haB1S7Q8tUu8HLUKi0tnKlP2Gy/ul8/o6VmyE9hgBHCVcIJNJCJu3Rlou0XN5X+zsYgaenN5TwJEhTvRG4DsF3gmWN3UTQb+a6yBagwTbdl7ZCQwj6U15z8CKSzoSBBSCUE8BWLMyNQlh4Wi9Le7opFutFK60F0eGodSwF7QodD8QrCfr4uHPG/W8fZlsV7Au2+tTeH3qRFxLw9t98fRInyIspZ5cvtK+v4/W+QgIpznJQhLNinIAuNRtiX8cXtWhSvmenWKFcSIBbAt8+VzHCfzAjPgaVOCvKQOoYoQx7JeEycZ38RziAkPHwXoUSHkI6r9nz+Fq4+ZXWSMoJwuzsKAFjkVBhiomuyIhdCxYXwXLEBEClD5aJeKRTmp8CvOP8kDCHDzgZKcy9imDBGwjIUbCQ+020QCVJC4Evj3cygEgCfgVAFdJs7qQdpNrlPrcHqGgjMzWRgUDysFSGyBXoOZHgV8qkECLtINnhyjUQlFKQ6AKq/uzDzVAoRbFxsKwEtP3dq4RaoVILaDJCUtirByr/BUBek041LBUfYY73UmQtTWz5CgB5R7Whd5Qe1Qt934O0w7Hm1zihr7GFif7XVgBsgWq3sZAAzDlHpC0YwPc4QQgRvlaRZzScr+649unvxQqluBFsEefsS5AXpJCCYYwQufVHz1mUgI9YM+KOtbfZAtdYLKLPSj6FtS9lqVhsbVo3wTcdY36rOZaqvpSxYxCebiiNYa8kAIC9BKsZkSrzchApQIE53JigKSgLGLN+sgtyQRkh5/9NHHylML4HqTY1BZECMqOCyAc/CaRPIGSrffhVPpDygbQDJ+0g0eaE0iULX6bnTXZJs7uOn090Cul0V0HorSUk2x04vUCy05XWBMvK4fYIJA8LiKxj8vnrdQOED2RqhWknuUBmVOBjUPeBgFeRkKvtVSgfCdUHTlYqOO2THDmyty0b6kenE/yQQGhaAVDRHo4w16kdHgkIOd+ZrJZZabmAsjb4SSjnRQqSOQmE/Chku5QCYU8XmIdBf6SJQeozwkwzyeclMkKKdSgNHA4LjvajgsmyUoSOjY7w416ufYzWcrLzxbRPRJUbu0zci99WoCJ1hfYXqqsva0gMoWuy838AgVINERLgIWEuYgS4sUrlnlwL5nwKQHRJ5b6yGsYRm445TnHMdx/Qx//R74WUibj+9yPPj/W8GuU67h5HFM6C5+iPInkkYUtCSQxrJeEScTW60A0ZEy7f7nqtACcrzPveOMM5MCmJCQgSLyFwLiQHyOiFmCyFQobI6XJSMZDTADLWP9FljZZJOvUJz4GfEnB61RRARphRs/Zt0BkCE92QOR2Etbxvr1B58oN2Ci9YM8FJB33hKP8HPS1gHOpU231XhRK6clpAC3EztZGASVMNCnICmDBNHdNtRYjo6QOdnVEvXiS99RGEAqq00KHBi+3ER4DQoYeQZaUlQtURiejQxxEFS0kbZc/+HvdysAW+PhcKfI9ui3tZxu2L+16orP4/brslWGzHvNB58p0jTrBQ5P98fgDFWEL6oeDkrSKfMhNtTz/q6o8A7y/FJFgqxuqQl7hnsth+yGeBsM8fZ/kQCKwc0XtQ6JkfSBuZYcWwVhJeoZ9jNr4Q2uYnhVoISSoKWtDpaAGnV5i0zGErggiWyNULL/lmEAoS0lGOEtIB0KvxA63bIfgpV00dyHwBbjcASGuAGflaqxbqUb+TlW1wu+V+PbLWfgpOGqG5ddfyeXB7YEb+ELB8H0jVL5USP6mEqqs98GVoobYuhIQQwURkaOFvBDxZSgIQ8vSXPgNBDgXfeqE4eglmpZzpNQd0lAWglAorykPWqdrtqAgEHYlhXlpk/tfTErHTCVGTaRx9vVzjyucbcffn2Ojosq+68ikmuo5CAibuLwl5s/JdfyFh04e1oxD5BLW9cFOhsn0J+lIUgf4syhQ3NZE3oyFZgji6r6iGxXzvy2JgnVufP7Q5slBW3nr6q6To50PZ+t0h1iBG8nRBqQxrJSEHIacDkFJLDmekdBc+5KJKjjSrU5V06NMRDUAQS++r5D1eJcGr8UFJ34x2E4cSSLYLJHsBv8NF1T61gJEAOk+SlgU3DVTtUz4IKTltINuGwPnOCUbqiR4g1a2Ws1Z+DOQHFgsIGQUAKCGfJFNHpk41niJ5ABIyMZKMoiDzMhGeMMLUT0CGM5oOENLKQIDolcqNEcBZAJ4wv3kj37TlRNWvLRhwSfYbAJAAuWqoKijwSSBtebFNvgjm+rUA81QztAUhir1JT4fo7faIKJ+5NCqw871047YrK0eo7rhIByCcKS9aX19EBHIoMVLUCTJ6fTHt1umeBQkZihk9Pp91IKZvC5njQ5cQjToo9NbWz2s0AsM+X2R7PgtCscpCMX4aoXBh614XvBa7P4VVtphReXREn6/uQkpmRDGIXcjJvq92vRT5H8h9puy2UOS7PoCEWSp6SCBCdH2fAdUxQhn2SsL/+X9nY8o/bwV5HuA6MmtdhZY9UvBp8ziAILufJ1fdS3SrzHwZGWvvJ6VDnpsW8LtckOsYa4LbE+QPEJ4Mg9QrKyZURkDhyTS/doRDKFIBMOZ4QCotPWOECQ/0UhS2HGQEslUUVjLyjvqsF4ATBHEFkQMUfBcIlib2hHES1FYCkZV9RwkCpWD60A4H1DkZICh0ffABkXGsdkZeTEK2RS4wZe3ICQPL88PM9wKNUwDi9kWPifs/+r3QiFzjhPflrEOQr232OfK1yxI2Obkt4uqxzxWpIxQ+GOfHET2uQFvzZiu0q8wnuPMdF+3fvvoqru6cRgTH5HOIjHM6tJOBRQV+9JhQu/SgnARM2CDC+4oiWjbnd2ThI1chiLYx37sj33njyuc7tkCZIV0qmimJYa8k1J9xADKygWDWXYAcdcq0vgT4IljZUAkfJytCpnoQAl8G420PyJR4gWA0eQQgfRQABNMGJAV5pipon0mXrAWICBQHHeonpywQJGlKBJEOvksgFalhL+ZjhKsWwNE4b3tuXkS2aSHlEOAFx0WrNmUdWZF5dxuBk29YIRUPEyYY94K0FYjovsiIPGc0MxAGcmycgIy2JZ8QzadIREfkherId835QijjlIPo/mib+hLAfQjW6PmKtSz0eT8i+wuFIxY9tUAw1p2812P0l5hETHnakdcCFVX0+hrBx+0rFlspjVFmSqo7nxJX7DGqvEc+XHH0lQWObiiNYa8kHH9dM3zPg5OStvPqZkJFB8FLAunRjlwrQQngXrVioPAEavYSMnUy69/hU6zwOLKy9GnlQa92aDnjkQi2O1nlFKi9/S3rutttLRilR+8Eub5CIiivlwwWan0DPaVgMilqRUclusmJwbfncgXCAtq31gxQio52YJROixGX/qgQ9FUdkeQ8OUqAJTAoScG2fKNoWxkoNHKJtssuU0hAI1Iu8iLPMV3ne7lH/4+2IW7kG70OKlDethREj9NhaECuuTtaXyEKjPJCI2h7ZyGFw2pvrODsq335jou0w440yCnTH7+DOMUHlpLhI0gile+46PfoPbO363/j8gvYz0QhS0Gha4g5X2gqIU4x19sLPe/FtKPYMhGFeigUBNOOUoU8KwnDF7+7B/A9+BnAIULmeIHuE4MIAE/PrSsBDUi5dtgVQVieG64zNGIHTIy9tADI+rRTI8Ga3rBfBEqgyoWOIgLcFxCOcigUQZsAWY9eSdC8zPSywZHRSFHvSJKV62skM1+A+Dl+q53meEBOXxR6Yfbxssx5efVnhGO3Je4cce0q4sWXM7cd99IvIFyLJp/SEa03zzs0lNimGKVIle1v1j9TnT4uqsDlOVdeYW3d67gph3wm/3x5CqLtK0pJiLRXQFg2Mau+yDug2PrybpMnCz+ffT2T/RVEhSxC+erq61kshmJ/B8pCKlLyZThUlgSmNIa1kjD/1FvQvu0DAIBzzhQc/HQdOs7IIlmXhuP6IBKoSGUhBIFIwNHCEUA268IhASEIToxHNQC8f829OdtOX7YSH97+LwNu85k/vxtEIrbuuLJCyCWs373quwM+ZynM+O87+izzzsJ/PwotOXqc+9zt5n8nzwvx7b9cdpRaUx7M2nCb+Z+UcD9W+tBuWyEoj1IiBskWTSSGrE/i+mDrF5fnbDt/4xL4Mf3gxPTB/g/GItkukK1K4PYP/i/Mn7AD3zphK+qcqpyyRxI71L2UOkYqw1pJyI4bBTgu4Hv44KY6fOHzv8OyMW/hvIouHOdUxh7jkbzbtkart0VJxWwrRUEAgG2zn5bn70fZYssfCd4+75m8/aOJ66fhzNZZ/9lnmaG6H8OVtz7zXznbjpU+jGvbUDFUfVLs/Xnz3J8WXefZr96MUza3IT22CtXf78J/f/EiXHbHu7igwkNSHMUr5emGkhjWSsIf/p8Ext1+MhKX78Gpv8jglbaZ+I///f+h2qnEPq8Tr3VPwO3PLEJlq05TTKho95HoJqTrHLT8hQxvnPpYd07d2ZokgNtzT1oip/73/1ZOhrf2WfbLf/wcAOCtpk8B+LdBb0sxfPqRm3HKy91we7IFSi09au1hhiffaf6M+d8ngfZsFYAPh65BFv/aci4+VfFnuFa6zR5KwicHYxKHzTYnko7TFYRapxsnuIdRq+KU40bZ5nhrtO2TQAYOJicyGOvWDNalDJjTnvkarrv4TdQn262tuffn+62Tc7adlDyIM1ItODeVCA2+/mnxz/Dq1VPwm08m4fif/S90TAbOq/CQDMVeM8c6xbo9HVPU1taivb0do0aNQkdHx1A3h2EYhuknR/o9ruuf/6VV6OrOlFRXdVUKv1x3yxFp6+jRo7Fq1SosXLgQvu9j/fr1+Md//Ed0dnbmPeaVV17BxRdfHNr2gx/8AP/wD/9gvk+cOBEPP/wwLrnkEhw+fBhPPPEEbrvtNnie16/2DWtLAsMwDMMU5BhPpvTUU09hwoQJmD9/PpLJJNauXYtHH30UixYtKnjco48+irvvvtt87+rqMv87joPnn38ezc3NuPDCCzFhwgSsW7cOvb29uOOOvv3MbFhJYBiGYcqWYzlPwrRp03DllVfivPPOw9atWwEAt9xyCzZs2IBvf/vbaGpqyntsV1cXWlpaYvddfvnlOPPMM3HZZZdh3759eOedd3DXXXdhxYoVuOeee9Db21t0GzkehWEYhmGKoLa2NvRJpUpz254zZw4OHjxoFAQA2Lx5M3zfx+zZswseu2jRIuzfvx/btm3DsmXLUFUVRI3MmTMH27Ztw759+8y2F198EXV1dTjrrLP61Ua2JDAMwzDlyyBGN+zZsye0+Z577sG99/Ydzp6P8ePHhwQ5AHieh9bWVowfPz7vcU8//TR2796NvXv3Yvr06VixYgWmTp2Ka6+91tQbtTLo74XqjYOVBIZhGKZsGczphpNPPjnkuJhOp2PLL1++HEuWLClY57Rp0wbcnjVr1pj/3333XTQ1NeHll1/G5MmT8dFHHw243jhYSWAYhmGYIujo6CgqumHlypV4/PHHC5b56KOP0NzcjBNPPDG03XVdjBkzBs3NzUW3a8uWLQCA008/3dR7wQUXhMrU19cDQL/qBVhJYBiGYcqZIYhuOHDgAA4cONBnucbGRowePRozZ87E22+/DQCYN28eHMcxgr8Yzj33XAAwjo6NjY244447MG7cOOzfvx8AMH/+fLS1tWH79u39uhZ2XGQYhmHKFj3dUOrnSLBjxw5s3LgRa9aswfnnn48LL7wQq1evxk9+8hMj8E866SS8//77OP/88wEAkydPxp133omZM2di0qRJWLhwIdatW4dXX30V27ZtAwBs2rQJ27dvx49+9CNMnz4dl19+Oe677z40NDQgk+lfzghWEhiGYRhmiFi0aBF27NiBl156CRs2bMDrr7+Or3zlK2Z/MpnEtGnTUF1dDQDIZDK47LLLsGnTJuzYsQMrV67E+vXrsXDhQnOM7/tYsGABPM9DY2MjnnzySaxbty6UV6FYeLqBYRiGKV+O8bUbDh48WDBx0u7du+Uy5opPPvkkJ9tiHH/84x/xl3/5lyW3j5UEhmEYpmw5lpMpDQf6Nd2wZMkSvPXWW2hvb0dLSwueffZZTJkyJVSmoqICq1evxoEDB9DR0YGf/vSnOd6bEydOxHPPPYfOzk60tLTg/vvvh+seK2vCMQzDMAwD9FNJuOiii9DQ0IDPfvazJs/0pk2bzFwJADzwwANYuHAh/vqv/xoXXXQRTjrpJPzsZz8LTqhySqdSKVx44YW46aabsHjxYvzbvw3NKocMwzBMGePT4HxGKCWtAjl27Fjs378fc+fOxWuvvYZRo0Zh//79uPHGG7F+/XoAwNSpU7Fjxw589rOfxZYtW3DFFVfgueeew0knnWQyTX31q1/FihUrMG7cuKJySvMqkAzDMMObo7UK5JXXPjgoq0BuXP+tESlzSopuqKurAwC0trYCAGbNmoVUKoXNmzebMjt37sTu3bsxZ84cAAPLKZ1KpXJyZjMMwzBMXwgMQgjkUF/EEDJgJUEIgQcffBCvv/463nvvPQAyJ3Q6nUZbW1uobEtLi8kXPZCc0rfddhva29vNJ5o/m2EYhmGYwWfASkJDQwPOPvts/M3f/M1gtieW5cuXY9SoUeZz8sknH/FzMgzDMGWAzrhY6meEMqAQyFWrVmHBggWYO3duaFTf3NyMiooK1NXVhawJ9fX1Jl/0QHJKZzKZfmeJYhiGYRgOgSyNflsSVq1ahWuuuQbz5s3Drl27Qvu2bt2KTCaDSy+91GybMmUKJk2ahMbGRgAyp/Q555yDcePGmTIDzSnNMAzDMMyRo1+WhIaGBtx444246qqr0NHRYSwAbW1t6OnpQXt7Ox577DF8//vfR2trK9rb27Fq1Sr8+te/NotV2Dmlb731VowfP37AOaUZhmEYpiDHeMbFY51+KQk333wzAODVV18NbV+8eDGeeOIJAMA//dM/wfd9rF+/HhUVFXjxxRfNcUCQU/rhhx9GY2MjOjs78cQTTwwopzTDMAzDFEIQQZToU1Dq8cOZfikJdv7ofKTTaXzjG9/AN77xjbxlBiunNMMwDMMwRw5eu4FhGIYpX3z1KbWOEQorCQzDMEzZwtMNpVFSxkWGYRiGYcoXtiQwDMMw5QtHN5QEKwkMwzBM+TIYGRNH8HQDKwkMwzBM2cIZF0uDfRIYhmEYhomFLQkMwzBM+cLTDSXBSgLDMAxTtghffkqtY6TC0w0MwzAMw8TClgSGYRimfOHphpJgJYFhGIYpXzhPQknwdAPDMAzDMLGwJYFhGIYpW3jthtJgJYFhGIYpX9gnoSR4uoFhGIZhmFjYksAwDMOULwSg1DwHI9eQwEoCwzAMU76wT0JpsJLAMAzDlC+EQfBJGJSWDEvYJ4FhGIZhmFjYksAwDMOULxzdUBKsJDAMwzDli4/SHRd5gSeGYRiGYZgwrCQwDMMwZYuObij1c6QYPXo0nnzySbS1teHgwYP44Q9/iJqamrzlJ02aBCKK/Vx33XWmXNz+G264od/t4+kGhmEYpnw5xn0SnnrqKUyYMAHz589HMpnE2rVr8eijj2LRokWx5f/0pz9h/PjxoW1f+cpX8J3vfAcbN24MbV+8eDFeeOEF8/3QoUP9bh8rCQzDMAwzBEybNg1XXnklzjvvPGzduhUAcMstt2DDhg349re/jaamppxjfN9HS0tLaNs111yD//zP/0RnZ2do+6FDh3LK9heebmAYhmHKF21JKPUDoLa2NvRJpVIlNW3OnDk4ePCgURAAYPPmzfB9H7Nnzy6qjpkzZ+Izn/kMHnvssZx9DQ0N2L9/P7Zs2YK/+7u/G1AbWUlgGIZhypdBVBL27NmD9vZ287nttttKatr48eOxb9++0DbP89Da2pozpZCPL3/5y9i+fTsaGxtD2++66y5cf/31mD9/PtavX4+HHnoIt9xyS7/byNMNDMMwDFMEJ598Mjo6Osz3dDodW2758uVYsmRJwbqmTZtWcnsqKytx44034rvf/W7Ovvvuu8/8/7vf/Q41NTX4zne+g1WrVvXrHKwkMAzDMOXLIOZJ6OjoCCkJ+Vi5ciUef/zxgmU++ugjNDc348QTTwxtd10XY8aMQXNzc5/nue6661BdXY1169b1WXbLli24++67kUqlkMlk+iyvYSWBYRiGKVuGYoGnAwcO4MCBA32Wa2xsxOjRozFz5ky8/fbbAIB58+bBcRxs2bKlz+O//OUv4xe/+EVR5zr33HPR2traLwUBYCWBYRiGKWeO4RDIHTt2YOPGjVizZg2+9rWvIZlMYvXq1fjJT35iIhtOOukkvPTSS/jSl76E3/zmN+bY0047DXPnzsUXv/jFnHoXLFiA+vp6vPnmm+jp6cH8+fNx++234z/+4z/63UZWEhiGYRhmiFi0aBFWr16Nl156Cb7vY/369fjmN79p9ieTSUybNg3V1dWh4/7+7/8en3zyCTZt2pRTZ29vL77+9a/jgQcegBACH374If75n/8Za9as6Xf7BIbhIpi1tbVob2/HqFGjipofYhiGYY4tjvR7XNd/7cyl6OqMdzAsluqaCqx/+94RKXPYksAwDMOUL8fwdMNwgPMkMAzDMAwTC1sSGIZhmDJmECwJw29WftBgJYFhGIYpX3i6oSR4uoFhGIZhmFjYksAwDMOULz7JT6l1jFBYSWAYhmHKF/Llp9Q6Rig83cAwDMMwTCxsSWAYhmHKF3ZcLAlWEhiGYZjyhX0SSoKVBIZhGKZ8YUtCSbBPAsMwDMMwsbAlgWEYhilfCINgSRiUlgxLWElgGIZhyheebigJnm5gGIZhGCYWtiQwDMMw5Yvvy0+pdYxQWElgGIZhyheebigJnm5gGIZhGCYWtiQwDMMw5QtbEkqClQSGYRimfOGMiyXB0w0MwzAMw8TClgSGYRimbCHyQSUu9Vzq8cMZVhIYhmGY8oUGYbqBfRIYhmEYpgxhx8WSYJ8EhmEYhmFiYUsCwzAMU75wxsWSYCWBYRiGKV94uqEkeLqBYRiGYZhY+qUkLFmyBG+99Rba29vR0tKCZ599FlOmTAmVeeWVV0BEoc/DDz8cKjNx4kQ899xz6OzsREtLC+6//364rlv61TAMwzCMBfn+oHxGKv2abrjooovQ0NCA3/zmN0gkEli2bBk2bdqEM888E11dXabco48+irvvvtt8t/c5joPnn38ezc3NuPDCCzFhwgSsW7cOvb29uOOOOwbhkhiGYRhGwdMNJdEvJeHKK68MfV+8eDH279+PWbNm4bXXXjPbu7q60NLSElvH5ZdfjjPPPBOXXXYZ9u3bh3feeQd33XUXVqxYgXvuuQe9vb05x6RSKVRUVJjvtbW1/Wk2wzAMwzADoCSfhLq6OgBAa2traPuiRYuwf/9+bNu2DcuWLUNVVZXZN2fOHGzbtg379u0z21588UXU1dXhrLPOij3Pbbfdhvb2dvPZs2dPKc1mGIZhRgp67YZSPyOUAUc3CCHw4IMP4vXXX8d7771ntj/99NPYvXs39u7di+nTp2PFihWYOnUqrr32WgDA+PHjc6wM+vv48eNjz7V8+XJ8//vfN99ra2tZUWAYhmH6hggoNa0yTzf0n4aGBpx99tn43Oc+F9q+Zs0a8/+7776LpqYmvPzyy5g8eTI++uijAZ0rk8kgk8kMtKkMwzAMwwyAAU03rFq1CgsWLMAll1zS54h+y5YtAIDTTz8dANDc3Iz6+vpQGf29ubl5IM1hGIZhmFjIp0H5jFT6rSSsWrUK11xzDebNm4ddu3b1Wf7cc88FADQ1NQEAGhsbcc4552DcuHGmzPz589HW1obt27f3tzkMwzAMkx/yB+czQumXktDQ0IC//du/xY033oiOjg7U19ejvr4elZWVAIDJkyfjzjvvxMyZMzFp0iQsXLgQ69atw6uvvopt27YBADZt2oTt27fjRz/6EaZPn47LL78c9913HxoaGnhKgWEYhhlUjnVLwu2334433ngDnZ2dOHjwYNHH3Xvvvdi7dy+6urrwy1/+0ljrNaNHj8aTTz6JtrY2HDx4ED/84Q9RU1PT7/b1S0m4+eabcfzxx+PVV19Fc3Oz+dxwww0ApO/AZZddhk2bNmHHjh1YuXIl1q9fj4ULF5o6fN/HggUL4HkeGhsb8eSTT2LdunWhvAoMwzAMMxJIpVL4r//6r5ykg4W49dZb8c1vfhNf+9rXMHv2bHR2duLFF18MpQp46qmncNZZZ2H+/PlYsGAB5s6di0cffbTf7RMAht1kS21tLdrb23HyySejo6NjqJvDMAzD9BMdpTZq1Kgj8h7XcuL/nvhVdLV3l1RX9agq/PhPj+TInHQ6PWgW8JtuugkPPvggRo8e3WfZvXv3YuXKlVi5ciUAYNSoUWhpacHixYvxzDPPYNq0aXj//fdx3nnnYevWrQCAL3zhC9iwYQNOOeUUM/1fDMNygSedTInDIBmGYYY3tbW1R0RJyGQyaGpqwo//9Mig1NfR0ZEjc+655x7ce++9g1J/sZx66qmYMGECNm/ebLa1t7djy5YtmDNnDp555hnMmTMHBw8eNAoCAGzevBm+72P27Nn4+c9/XvT5hqWSsHfvXkydOhU7d+5ka0IetJbO/RMP909huH/6hvuoMMX0T21tLfbu3XtEzp9Op3HqqacilUodkfr1OY42Op9QXL4hvW/8+PGhhIUA4HkeWltb8+YjysewVBKAIFqio6ODf6AF4P4pDPdPYbh/+ob7qDCF+udI91s6nR4SQb58+XIsWbKkYJlp06Zh586dR6lFA2fYKgkMwzAMcyyycuVKPP744wXLDDS5oM4nVF9fH8otVF9fj9/97nemzIknnhg6znVdjBkzpt/5iFhJYBiGYZhB5MCBAzhw4MARqfvjjz9GU1MTLr30UrzzzjsA5LTN7NmzTYREY2MjRo8ejZkzZ+Ltt98GAMybNw+O45gEh/2BhuMnlUrR0qVLKZVKDXlbjsUP9w/3D/cP9xH3z7H/mThxIs2YMYPuuusuam9vpxkzZtCMGTOopqbGlHn//ffp6quvNt9vvfVWam1tpYULF9LZZ59Nzz77LP3hD3+giooKU2bDhg20detWOv/88+nCCy+knTt30lNPPTWQNg59J/GHP/zhD3/4MxI/a9eupTguuugiU4aI6Kabbgodd++991JTUxN1d3fTL3/5SzrjjDNC+0ePHk1PPfUUtbe306FDh+ixxx4LKR7FfoZlngSGYRiGYY48A1rgiWEYhmGY8oeVBIZhGIZhYmElgWEYhmGYWFhJYBiGYRgmlmGpJNx88834+OOP0d3djTfffBPnn3/+UDdpSFi6dCmIKPR5//33zf6KigqsXr0aBw4cQEdHB37605/mJNgoNz7/+c/jF7/4Bfbs2QMiwlVXXZVT5mgtsXos0lf/rF27NueZ2rhxY6hMufbPkiVL8NZbb6G9vR0tLS149tlnMWXKlFCZYn5TEydOxHPPPYfOzk60tLTg/vvvh+u6R/NSjhjF9NErr7yS8wxFVzgs5z4qR4Y8BKQ/n+uvv556enpo8eLF9OlPf5oeeeQRam1tpXHjxg152472Z+nSpbRt2zaqr683nxNOOMHsf+ihh2j37t10ySWX0MyZM+nXv/41vf7660Pe7iP5ueKKK+i73/0uXX311UREdNVVV4X233rrrXTw4EH6q7/6KzrnnHPo5z//eWx88W9/+1u64IIL6C/+4i/ogw8+GGh88TH36at/1q5dSxs2bAg9U8cff3yoTLn2z8aNG+mmm26iM888k6ZPn07PPfcc7dq1i6qrq02Zvn5TjuPQ73//e9q0aRPNmDGDrrjiCtq3bx/9+7//+5Bf39Hqo1deeYUeeeSR0DNUW1s7YvqoDD9D3oB+fd58801atWqV+S6EoE8++YT+9V//dcjbdrQ/S5cupd/+9rex+0aNGkXpdJquvfZas23q1KlERDR79uwhb/vR+MQJwb1799K//Mu/hPqpu7ubbrjhBgJA06ZNIyKiWbNmmTJf+MIXyPM8mjBhwpBf05Hun7Vr19Kzzz6b95iR1D9jx44lIqLPf/7z5lnp6zd1xRVXUDabpRNPPNGU+epXv0qHDh2iZDI55Nd0pPsIkErCAw88kPeYkdZHw/0zrKYbkskkZs2aFVoik4iwefNmzJkzZwhbNnScccYZ2LNnD/7whz/gySefxMSJEwEAs2bNQiqVCvXVzp07sXv37hHbV30tsQqgzyVWRwIXX3wxWlpasGPHDjz00EMYM2aM2TeS+qeurg4A0NraCqC439ScOXOwbdu20Ap8L774Iurq6nDWWWcdxdYfHaJ9pFm0aBH279+Pbdu2YdmyZaiqqjL7RlofDXeG1doNY8eORSKRiF0ic9q0aUPUqqFjy5YtWLx4MXbu3IkJEyZg6dKleO2113D22Wdj/PjxSKfTaGtrCx1jLyc60jjaS6wOR1544QX87Gc/w8cff4zTTjsNy5Ytw8aNGzFnzhz4vj9i+kcIgQcffBCvv/463nvvPQAo6jc1fvz42OdL7ysn4voIAJ5++mns3r0be/fuxfTp07FixQpMnToV1157LYCR1UflwLBSEpgwL7zwgvl/27Zt2LJlC3bv3o3rr78e3d3dQ9gyZrjyzDPPmP/fffdd/P73v8dHH32Eiy++GC+//PIQtuzo0tDQgLPPPhuf+9znhropxyz5+mjNmjXm/3fffRdNTU14+eWXMXny5AGvfMgMHcNquuHAgQPIZrOor68PbY8umTlSaWtrwwcffIDTTz8dzc3NqKioMOZAzUjuK3uJVRu7TwZzidVy4OOPP8b+/ftNBMhI6J9Vq1ZhwYIFuOSSS7Bnzx6zvZjfVHNzc+zzpfeVC/n6KA696qD9DI2EPioXhpWS0Nvbi61bt+LSSy8124QQuPTSS9HY2DiELTs2qKmpwWmnnYampiZs3boVmUwm1FdTpkzBpEmTRmxf2UusavQSq7pP7CVWNaUssTrcOfnkk3HCCSegqakJQPn3z6pVq3DNNddg3rx52LVrV2hfMb+pxsZGnHPOORg3bpwpM3/+fLS1tWH79u1H5RqONIX6KI5zzz0XAELPULn3Ubkx5N6T/flcf/311N3dTV/60pdo2rRp9IMf/IBaW1tDnrIj5fO9732P5s6dS5MmTaI5c+bQpk2baN++fTR27FgCZLjWrl276OKLL6aZM2fSG2+8QW+88caQt/tIfmpqasxSq0RE3/rWt2jGjBk0ceJEAo76EqvH3KdQ/9TU1ND9999Ps2fPpkmTJtG8efPof/7nf2jnzp2h5X7LtX8aGhro4MGDNHfu3FD4XmVlpSnT129Kh/e98MILNH36dLr88suppaWlbML7+uqjyZMn05133kkzZ86kSZMm0cKFC+nDDz+kX/3qVyOmj8rwM+QN6Pfn61//Ou3atYt6enrozTffpAsuuGDI2zQUnx//+Me0Z88e6unpoT/96U/04x//mCZPnmz2V1RU0OrVq+nPf/4zHT58mNavX0/19fVD3u4j+bnoootil11du3atKXO0llg9Fj+F+qeyspJeeOEFamlpoXQ6TR9//DE98sgjOQp4ufZPPuwleov5TX3qU5+i559/njo7O2nfvn30ve99j1zXHfLrOxp9dMopp9CvfvUrOnDgAHV3d9MHH3xAK1asCOVJKPc+KrcPLxXNMAzDMEwsw8ongWEYhmGYowcrCQzDMAzDxMJKAsMwDMMwsbCSwDAMwzBMLKwkMAzDMAwTCysJDMMwDMPEwkoCwzAMwzCxsJLAMAzDMEwsrCQwDMMwDBMLKwkMwzAMw8TCSgLDMAzDMLH8/66fAmzu7xplAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ndwi = (inp[:, :, 1] - re[:, :, 2]) / (inp[:, :, 1] + re[:, :, 2])\n", + "\n", + "plt.figure()\n", + "plt.imshow(ndwi)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parsing indices into labelled regions\n", + "Identify clusters of similar indices and label them as vegetation or irrigation markers.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ndvi_regions = np.zeros((256, 256, 3))\n", + "ndvi_regions[ndvi > 0.5, 1] = 1\n", + "ndvi_regions[ndvi < 0.5, 0] = 1\n", + "plt.imshow(ndvi_regions)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we can now identify the clusters of healthy vegetation with thresholding" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ndwi_regions = np.zeros((256, 256, 3))\n", + "ndwi_regions[ndwi > 0.5, 1] = 1\n", + "ndwi_regions[ndwi < 0.5, 0] = 1\n", + "plt.imshow(ndwi_regions)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Given the output before the regions this is not surprising as no water pathways were found in this image with the exception of few pixels in the sky." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Parser" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "def parse_indices(inp, re, regions=False):\n", + " ndvi = (re[:, :, 0] - inp[:, :, 2]) / (re[:, :, 0] + inp[:, :, 2])\n", + " ndwi = (inp[:, :, 1] - re[:, :, 2]) / (inp[:, :, 1] + re[:, :, 2])\n", + " \n", + " if regions is False:\n", + " return ndvi, ndwi\n", + " \n", + " ndvi_regions = np.zeros((256, 256, 3))\n", + " ndvi_regions[ndvi > 0.5, 1] = 1\n", + " ndvi_regions[ndvi < 0.5, 0] = 1\n", + " \n", + " ndwi_regions = np.zeros((256, 256, 3))\n", + " ndwi_regions[ndwi > 0.5, 1] = 1\n", + " ndwi_regions[ndwi < 0.5, 0] = 1\n", + " \n", + " return ndvi, ndwi, ndvi_regions, ndwi_regions" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "indices = parse_indices(inp, re, regions=True)\n", + "\n", + "fig, axs = plt.subplots(1, len(indices))\n", + "for i, img in enumerate(indices):\n", + " axs[i].imshow(img)\n", + " axs[i].axis('off')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "ai-utils", + "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": "3.8.18" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From df5ba50b7ce1680675ff497c8e3b3b2c80b5603e Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Tue, 30 Jan 2024 20:04:34 +0000 Subject: [PATCH 27/30] Update nd_parser.ipynb with TensorFlow optimization and NDVI calculation --- notebooks/nd_parser.ipynb | 54 +++++++++++++++++++++++---------------- 1 file changed, 32 insertions(+), 22 deletions(-) diff --git a/notebooks/nd_parser.ipynb b/notebooks/nd_parser.ipynb index 8a46300..1471c49 100644 --- a/notebooks/nd_parser.ipynb +++ b/notebooks/nd_parser.ipynb @@ -11,11 +11,21 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-01-30 20:03:19.555982: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n", + "To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n" + ] + } + ], "source": [ "import os\n", + "import cv2\n", "import pathlib\n", "import numpy as np\n", "import tensorflow as tf\n", @@ -24,7 +34,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -35,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -66,16 +76,16 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 29, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, @@ -112,7 +122,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# NDVI calculated from NIR and RGB bands\n", + "# NDVI calculated from NIR and RED bands\n", "`NDVI = (NIR - RED) / (NIR + RED)`\n", "\n", "Normalised difference vegetation index (NDVI) is a simple graphical indicator that can be used to analyse remote sensing measurements, typically but not necessarily from a space platform, and assess whether the target being observed contains live green vegetation or not." @@ -120,16 +130,16 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 30, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, @@ -164,16 +174,16 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 31, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, @@ -206,16 +216,16 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 32, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, @@ -246,16 +256,16 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 33, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, @@ -293,7 +303,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -317,7 +327,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 10, "metadata": {}, "outputs": [ { From 7b51ce4fff9622c7c8f938a870c729f98f35480b Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Tue, 30 Jan 2024 20:17:00 +0000 Subject: [PATCH 28/30] working pipeline that extracts veg data and irrigation paths --- notebooks/nd_parser.ipynb | 76 +++++++++++++++++---------------------- 1 file changed, 33 insertions(+), 43 deletions(-) diff --git a/notebooks/nd_parser.ipynb b/notebooks/nd_parser.ipynb index 1471c49..091cdf5 100644 --- a/notebooks/nd_parser.ipynb +++ b/notebooks/nd_parser.ipynb @@ -11,18 +11,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 69, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2024-01-30 20:03:19.555982: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n", - "To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n" - ] - } - ], + "outputs": [], "source": [ "import os\n", "import cv2\n", @@ -34,18 +25,18 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 70, "metadata": {}, "outputs": [], "source": [ "dataset_path = pathlib.Path(\"/Users/adambyrne/Datasets/nirscene0x/train\")\n", - "image_data = tf.io.read_file(str(dataset_path / \"country_0000.jpg\"))\n", + "image_data = tf.io.read_file(str(dataset_path / \"country_0017.jpg\"))\n", "image = tf.io.decode_jpeg(image_data)" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 71, "metadata": {}, "outputs": [], "source": [ @@ -76,22 +67,22 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 72, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 4, + "execution_count": 72, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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", 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", 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" ] @@ -111,7 +102,7 @@ } ], "source": [ - "inp, re = load(str(dataset_path / \"country_0000.jpg\"))\n", + "inp, re = load(str(dataset_path / \"country_0017.jpg\"))\n", "plt.figure()\n", "plt.imshow(inp / 255.0)\n", "plt.figure()\n", @@ -130,22 +121,22 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 73, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 5, + "execution_count": 73, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -174,22 +165,22 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 74, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 6, + "execution_count": 74, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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vfCH2798PAPjlX/5lWGvxiU98Anme45ZbbsHrXve6Ez2MiIiIiIgIWCjYNTrN17r96YwTriT823/7b4/4+3g8xi/+4i/iF3/xF0/0oSMiIiIiIlowTDBrDBesdfvTGWevehQRERERERFxRMQGTxERERERZyxOROJhTFyMiIiIiIg4A8EnoAskn8WMi1FJiIiIiIg4Y2FAMGts0LTW7U9nnL3qUURERERERMQRET0JERERERFnLCyvPafA8gkazGmIqCRERERERJyxsCcgJ2Gt25/OOHvPPCIiIiIiIuKIiEpCRMRJhNl9yakewimH2X1J+EQ8cTie6928R0f6nMixHf7WU07Y/o4ECzohn8eD173udXjwwQcxHA5x++234wUveMGq677yla8EM7c+0zonX3vttdi1axcGgwE++9nP4pJLTu57FZWEiIiTjLNdQOrt94VPxInBqXqmTpTCoLffh/WX3n+CRnVkeMbFtX6OF1dddRWuu+46XHvttXjuc5+Lu+++G7fccgu2bNmy6jYLCwvYtm1b+Fx44YWt33/1V38Vb3jDG3DNNdfg8ssvR7/fxy233II8z497fMeKqCREREREREScYLzpTW/C9ddfj4985CO49957cc0112AwGODVr371qtswM/bu3Rs+jz32WOv3N77xjfit3/otfOpTn8I999yDq6++Gueeey5+4id+4qSdx1mXuPj7X//neO1l/98TesyLr/sdmJ7Fs77rkdby+XSEj+348DHt4zMPPA1v/qd/E74TMS7duB+vOOeL+Ineclh+pllrF1/3OwCA3/jRP8fV8/tbvx3vuf7RN74PD4834/m9BzCyGUac4hWz+/BQNcABm+N78xSHzACHrcVBm+Gu0ZPwzdE2fGNxKz705L+AArDXKIxYQ4NhQNhn5vDk9CC2KMIGPYN/8Y1/gY4u8Ybz/ga/cd/L8ba99+OXNn0Bj5ocX334XHTI4lEziw6V6JDBHFU4P+lizCV2GYNHq3loMNarIZ6VpfiDhQvxV3uejb1Lc7j26Z/Cv7rkK8d0rr9ylzwrV2+4DSUrvPqeq3HJxv0oTIIHD23ETz/lS9iQ9JFRhZ+Z241HqiF2mllclCxjn8mwZDvoc4aLkkNYpwwuvGDPMV/nd331R/C2Z958XPfmSHjr3f8KM6rAY+UcXrHhDqxTY7z5oZ/ED2y6D8/pPoIffco/Hdf+/uSbL8BHd78QWztLeMrMPjyz+yg+uncHvm/D/fjx2a9iu87wpSLDYTODf9kbtLY9ZAbYZQhfL7bi4WIzLsn34LJsH75WbMVz8z24+AjX6dp7fgz/fsOduKeYxx39S/Dy+buwz/Qw4hTPyQ7gnmIDPnXoufj0//c9+NV/8Sk8KT2Ar4+346W9e/FQtQHfGJ2LkjUGNsO79ld42dw9+NT9z8Q3Rufizc/4zIrj/VMxxBcfehJ++os/j5986l14zcYv4Cnp7NT35pKPXQMAePBNvxKW/bPPvBk/fcEXcc36nfi/v70DDy9vxI9v+wp+5/aXQR9KANTrXvyn/w++96KH8M823IeLsn341MHvwRd3X4jSaPyz8x/A3z54KbauX8L//uHfPq57dSJwIhMX5+bmWsvH4zGKolixfpqmeN7znod3v/vdYRkz49Zbb8WOHTtWPc7s7CweeughKKXw5S9/GW9729vwta99DQBw8cUXY/v27bj11lvD+ouLi7jjjjuwY8cO3HTTTWs6x9VwWisJP5hdhb/EH4Xvl3z8nfjsjt9b4R75V195NdKPbkQxS7jhocdw3yPfRErAv/vGz+BgfwZ//dzrV0yCL9vwGtCG9XjzrX+FS9LFsPx4JkuPp/7mvcB52/DN/+vi1vJylvHiv3kTbnzqnx51///j4POhPrUxfGcF3PmUTcD3A8+/4FNHHcPLNrym9f2WQ380db2HH9121H39yqP/El96+EkwowQYKcw8muDCv3gMOLgAVJUboMU33v5d+Luf/J2w3ZfH5+CX/+fVmHtQoZwFLvihh/GOiz6FV935c7j4338bYLtiXE/9zXsBAH/y3S/ED8782dSxfuTw8/GZ3d+FGy77YzxazeP+4hzc3b8A5+WHsTVdwNPznfjDvS/BHz64FY/tn8fdF56HfpmjX2a49Gk34e/6z8Gjo43obP57PFCegz3lOtw/Ogd/u+tS7N+9Dt2HU/zt1ecCAP5peD6WqxyJsrBMeLC/CS9Y/zAuyffi6dkePPS5i1B1GX/1sgM4fMt2/NlzNuDZL3wUd/YvwjnZIubUCF/tn49clejqElvTRTy3+yD6dg7/Z3gR7l48H7mucE6+BLP+i/jDb34/7G0bMLvT4sO/8M/xmQfGuKN/Cb6v9y08Um7EJx/7HmzpLOMzdz8T535Wo7uvwN7ndfDxL5aAAjrfW6K0Gumfb8Tdl26ELgjr7rf48I/9M8z2RkgTg0u/6yZ8YfAcfG35XFw+/wC+NdyKfcUslsscz1m3E+dnB/HX92/C/zr8bGxIB3hG99t4avoYXvWVV6K4XZ7JwcUltp5/CP/uojvwX76yA0+5aQeuvORe/O2fvgBLzyjwX/75n+L/eecrkS1bVF3C/h8bIfvqDGwC/Pmr/1/8+N+9Hiq1uGnHh3D1l1+Fp2w+gLdc8L/ws7f+3/iTOxm6Y2AWUhQvSHBufhgP3nIxvvGsrXjW+Rfh49/K8Wt/+rOoOoyZyw5jcdcckFmkvRLnblrAK87/R1yQHcBv3Psv8fytj+L6R7dgz9+cj69vsvi77WM88/xd+PrfPgVffcZ22MsUntl5FDftvxz7xrN40pP+Eorq+rdvFdvwleEFuH3/xXj00Ho8c9tu/MCG+3DLvqfjx875Cv7mgXl8/OD34op1X0PJGn/+2PPwfRsewF1L5+OGrzwFl7xgLz61/7vxjw9fiPIZGvcPNmNQZfiXW+7CrYeejr+/6zJc9hv34MZnvBBPXb8Pd+09D4OLc3xteTv+ad82FJVGWSRIUgM8Ffh6fyvueexcPO3Xr0T38v142flfxy9s/AL+x9Kz8bm+wYLp4pyburjpXz8PT33+HqT0AJ50w38GRgp//2PX4d/9+19G9/ZvAr95L0AKDzber8O3bMeNL30h/sXsjfjMnc9Cd2eCP/6+Li69vkRy77fwVD+nbN2C4R8n+OIVl+G+p2/GUzfsw/++66nY/CWNvGB85vufha1/r7D/ybP4r/e+BK+c/xZmVQeg2aPONScCFieAltnlJOzcubO1/B3veAeuvfbaFetv3rwZSZJg7969reV79+7FZZddNvUY3/jGN/DqV78aX/nKV7Bu3Tr8yq/8Cr7whS/gGc94Bnbu3Ilt27aFfUzu0/92MkAATrsK0Lm5OSwuLuJfvvS9+Ktb3xKWv+zpb8U3f34TbMZ1IIUBThhILboPZCArAnZ4fgUyJL9rxiOv/dXWMS7+f38HIMDm7cvz8OvffNzjveh9Iig5mXKplRzf45FrfnXlOgAu/OBvg6r2g84EQDNYNbZ/7fTtvUXu0bQYWsf5vWPQ9C3kqXEvHrFbNgHWABIGNyZZKhsqnBs7GQKVsq+Hfrk9rnDtUp4eHPPHZbcOA2QJMIR0iZAtEno7LVQF6JKhRxZlT8n3woIqBhkGFKGc1Sh6CiAg7VvogqFKhh4bLJ2fI+tb5AdLlHMJbEpgArIlA1VYmI7G0gUJli8AynmGnauQ7EuRLRDywyzHGwNkGMU8obvfIh1YwAKcyHNIhmFzAhn5GwSwIjSNIDJA2q9Album7jeTa5hcIVssw2/lrNgArAhVT0GPGVQxVGnBiZL9EqDGFqqxDTGDiWAzQnNuZU3QhYUeWoAIYAYxoEoLmypYLSuPNmmM1ymMtgAzuxjpgKEL4PAlCt19jN4eg3S5QjGfwOQKTEA6sFCFRTIyoIrBCcGkCrq0oNKCLMMmCjbTYAXokQGnCqzkmOWcluMT0D9HY2afQW/XGKowGG7rYrhJo7+d0N3PSPuMZMRIFytwomA6hGTZwKZK7oV/dhlIlwxspsBarqMeW8AyWBP621MMtxDKWWDL3QZJ30CVct/C45kQ2I0LDFQzCmQAVTI4gXteZd2FixKYDpD0gdEWoOoxzIzF3H0a4w3AeGslz/ukvGOADCHpK3kPVP0+2ARQBQGKwUp+U6UbW8byGxNA8nvz/bvofb9Tz0/+FSaAKpIxN5aF58T9TxaAJbBm2BmL33rJJ/CD3YexWXeRknYrzUJt/T+Yn5/H0tLS5Ju9Zng58Qtf+kWMzGhN++roDq5//gdw3nnntca6midh+/bt2LVrF3bs2IHbb789LH/Pe96DF73oRXjhC1941GMmSYJ7770XH/vYx/Abv/Eb2LFjB77whS9g+/bt2LOnNiZvuukmMDNe8YpXrOkcVx3HSdnrEwQ1Nvghql3wKCtQSSD3MgSkFiozKNcxunsI2QKj6mnYXF4isoQL/6sIIy/PwvM/IZgv+i9tYQsAqyqpbmdNIbly4/YxLvzdVYS0XeU4hkTZ8dv/15Xjc5u3sNp6qFYf6moQZQX1xWvtj0DNWa25jhfoBHAmyy/8wG+H3+Q/rlVZg5Vqrb8oxCBLUAMFPQKyBQIngCqAZMxQlQh8VVhkRiZ51gRlrJvQGPnBEnqkAQL00MJmCmAGK8LsrgJkRMAmAwMmgBOF4aYE6dCCDNA5ZKFHCjYh2CxF/zzAdIDxesK6Byx0ySDLUJWCLkUQE8m4vMDVS9ZdFxbhpOQU2QlgsrIPADKBKwKVXnABVUdDueMkIwMYBoigjBaBygyyABVWrrsWwUdGjqsTAicKUByECSBCk1mUFGKAKjdOZlhNIMMgAspZjfywRTJikFXIFxm6EEWsc4CQH7ZIlyskyyVMrgGyUGOGMnJv9KCSW8oKGoDul6IoaSXXZygPKCcK1YwGLJAdLkCW3XqE0XrlFKMEmuCuOcN0CFQBeuyVPwuUFlQpeQYIMDnBpARiue7FnEK2bKFHjGRQ1c+eYXQOG5hcwyaEpG9qBccpLlAivEWIirKXGrkWxKJAyE0ld48BkwM2AToHgGpAGG9SGG8A9AiYvS9B/0JTK+ha3g0qCckSobNfnvnxehmkGohCUq5jsBXBTv79Ixkba/8iyuKL/svvuP2jFvimqSwyWMs5+msWXsGm4gAAznihirBJL2Oz7kKdAnpjXkN1QnMfALC0tHRMCs3+/ftRVRW2bt3aWr5169aWgD8SqqrC//k//ydUL/jtJvexdetW3HXXXce0z8eD0zpx8XN3vRv0Pc848kpeUDOhmjUAgHTI0IUIV2K0PkcD08rP1J00XsZjxunk05k859Uu3rFcVDrKB6v8TZCJSHmrm0EGSIZiMSZ9URLIAFQBsDKRiVD0gpZqi9opAMnAQJXWSUURPHpQQRWiHJBh6NJClRYmJ1QdBZsSkqFF92CFmf0GM/tELbM5o+qJ0CbDoEqsZvFwQTwSynsMRNgqI9uKsHTbMgdr1moFmynxHmTKCXXxQIAINiVRcPxtMhZJvwoKD6ta2aCq7aHxwjEIOq+sUf0gW+2EhhN+NlUwuYLpKBSzCnpkkB2u0D3AyJYMkoGFHjM6hxhpX7w3TKJoqEIUL1XW96T1yDgvDyf+fFgUGrhrlxCIRcFQhd+PGAlVVzmPCTkFot5/uP+2tuRtSjAZYbyOUMwRyh5hPK9g0lpIsnb3yTLSJYO0z0j74hkA3HVTbj2SsVHFQRlVpShEQVFIlYxTE0wOGOe5zA9b5IcYyRKBE4YeAzOPMZK+ks+AQAWJEm4APSbkC4xskaHHBF0QkgGQL2ClhTBtTuL2JxhLtQ6+8lVeMf9BnqWmZ8HtO6UKCgRNT7zI8V0g1/o5HpRliTvvvBNXXHFFWEZEuOKKK3Dbbbcd0z6UUnjWs56F3bt3AwAefPBB7N69u7XPubk5XH755ce8z8eD09qTAACvvul/4r89/VKwj4VPPoME0FgBIw30KpSzwHgdwXS45eZfFc1VaOLlWVURaGxkacrbdRxoPpx+Bj8a1nK81Y57vGi5Hxvuymm74on1m9+P4TjcuA+sZeidwwb5Yj2Zm0wFYUvMSJdFaNpciwAkoJxLkQwroGLYTANeMFpGsSETS3dkgjueDGP9Nwcw3QSsCVQx9j8rR7EBKOYt7IxBsqiR9gnDTWJVp33rPAfkLEcFm4qlq0cMk9cPsBdGgHNbK3mWghLAgKoYNiFx1S+L6W9zLcKno0UhqsRdb7oi8FSl0NlfyHJjYWZSQIvXpHUdlYQXvEvcC0IRBgSjRUizAgabNaqeCNOZxxSyhQLZQgFYd/zSQG2bQzWjMTwnQzJKoEcWydDdm7ELKWQaVBo578LCdpLai2IsbKIAIuhhiXw/i0ehl4pV7izyZMxQRsac7eujWL8OJge6jxFYMUxK6ByoUPWS8Jgrw0FZGG0h8aqMgfmHDDoHK5BlFPMylmRgkRwuofsl5iqLzoEEytjgyfBeDWIGlaLUMBG04qC8AfKcLl6YoJgH5h+yKOfF5T//kEVvd4FqRoNsgnTAsImMe+M9olyYlDDYrlDNMEwGjDdZzD1MyAcMVYhHQhdyz/rnEdiFE/w58pT3rOkJ8J5YmnxvmZxSzrKoobyz4oaiQfK7YlFywKdEQQBOHePiddddhxtvvBFf+tKX8MUvfhFvfOMb0ev1cMMNNwAAbrzxRuzcuRNve9vbAAC//uu/jttvvx333Xcf1q9fjze/+c248MIL8eEP18nt73//+/Frv/Zr+Na3voUHH3wQv/mbv4ldu3bhk5/85JrO70g47ZWEo8I23NEjjXLewsyIkgC0NeWpmBL/84s5vB2NHXhtOqw/Eb8Iy48ihCeVgUkPxVqF+NGw1n36CWiK9XFUBeBov3P7b4JMgmAJM2RLwL7nJLApI+kTNt0LZAtVmLwBr+SJFRysWHYWc0Ju7M6TkCix/CwATRhszcWKXCqhF8cYnZOj7Cp0DlYo1gNlj6EqAkYKNmOMNwLzD4nbnRXBZhALuoJ4J3Q9JlW5UEhCwbUP5y6X0DEH5cWHAGyiwZXfdyPXoGQMz8lgNdA5ZMSLUYhgtpkCJQSyCuVsIta8UzjgxiHXRI5HSixtQDwzsFYec2eRr3+ggsk1Fi5KwnWueqnkWWQKVVeDjLj8qw7B5BrdkqGHFVQh4RKvfLFWK58BBbB2XhPn6eDEhXbS2muiDIunxqFa14EaMzoHLaoOIeuL96Lq6Na7X80ojOc0xusJNmUJARJQdcTKV5WFHtmQs2A6CcYbU1QdQpUTbJpgbmeF7FABm+va+0MAtAr3xuQS2vDhpJl9FtkSYbhZQZWAGgP5YoXl8zOAgXzBIhlZjDaIEiahM8BqYLTFIjuokB8C0mWgnAVMRsiWGckYGM8TBtsUbGZrT4hqvF8T71H9t1NOCSGPIdyOyXmhqaSrej9eGWm+74btKVMUTgU+/vGPY8uWLXjnO9+Jbdu24a677sKVV14Zyhqf9KQnwdr6Wd2wYQOuv/56bNu2DYcOHcKdd96J7/u+78O9994b1nnve9+LXq+HD33oQ1i/fj3+4R/+AVdeeSXG4/FJO48zXkloGd+GYFPAZg3/G1Pzv6nbtxegfhGa++YJj8GEu+2IKaKT2x7LOkdbfzUBjSnLm8c4ln0fC6Zdz9WE/zF4DfxEREwrr61fzpKUpUcuGdIpBMZZ3f7vZGTq7a2LqSvZvqlEiEta3N1VV8GmALHCYItC2iV0MkJyeASrxU1dzGuYXDxUqiCXFCZjUpW4mZvPAlUW2rCMz1nBZCEC0f0enrFmPJlloarElc2ZeCVsSkHIA/UEz17AOzc7lRacS44CB4WDJB9VkRyLAT02LpbOUFAhhk7MMF0drE2fEKlhQDYBJySeGHdvq64kMuYL1oXo3Hh1HWIhYwFF7efWXRM41z0SF8dXBJVq2EyFZMXmM03+9rIIczkXn2TplEFdP0TN8IqqGMmAYDKg6gKjTYTOIQVVyL2oMuWuu+QuVDmh6rprqOp9ErNLMmzfk2DJu3WToQUZQjEr+RWsgeGmBFVX8hDEEyT5IV6xJCuekmRZIR0AifMe+BCQyWSeK+cI5RyHRMYVaMwH1PAAtNDYzu8/bMttL17LqwCWd9LfB/dDs/zS7PnuKYM68Xg84YJp+3g8+OAHP4gPfvCDU397yUte0vr+pje9CW9605uOus+3v/3tePvb3/64xvN4cForCRf8wTsA/OnU31YY3K007YbAPRbhvGLnU35qZjwyQmxuVcE8GTo4VkWheawjKQKr/d782U6fELxbe9X9rjbhNPd3pO2bu/LJTU7IT27D1JhsMPF98hAlOYEAbLt9HDLXR+s08kQs1GJdgmRgwvB0aVHMpTC5uJHDviy3chcWL0idCx5YvNSCKiBbSNDZl4vQYGDpAl1Xa1SQEsQDhJk9VtzQI9mnD30ow1AjqY6wqeQZKGMlyawi6HGdca8MB4FIhqFI4vDpUoHRlo4I/FQEriRlShJefqgCMVD2dH2dtYQnOCFYTeJZ8Jn9FsGroEeVuPcBEBu3vuRf9M9LYHIR+DP7LcbrtEuCA8bzGmlCyA+Wsk0qgjTrQ4TbSKojbE4okSIZGmh37W2moQeleA1SagleqxRs7nIMKIHpyNhU4ZI5Sc7HuuugSobpuAoIkvV8NYVPZBWPhNzvzmGDzmGgOqBw8LsURtsrjM5lCSeUcg+HmxSSEWNmbJEtGthUo5ohzO4yIMOoZlPooZH3XwEwDJOLF0WPLdTYwGai4KhCkmPJAvOPVBhtTjDaajC8wGL93SlyF4IBEbJFg8zRoZhMKlW23V5ivF6j7BGGWwnr7jcwGaF/rsJwK8MmU0qOmu/ipEfOJ0BTHW6Qe9/4Y1JRANqe0+BVIEk0trLfkhNYtKsA1l96PxYXcdKxFlrl5j7OVpzWSsKqoNUEOGGl9nAijreKQDxqwtAqEnzK2FqHYKpjipMrOWtgavrCFEdEXbrEYTvZzYRC4i3gqefhoBrrrgivTNmWG4pKc99BCePandn0GEyMxysO3d0Knf2MrG9d1r5BMmRkhyvYTGG4JcHiRQrJIHVlj5BM+6GBquoyN19dQCzudmJg3UMFRptSDDYrzD5MyA9JUt54U45kKHkGNklQrId4HAzBdCz65zGGWwnbbrehNJGsCCj/3SfxJYWRqgFVJ70pdq5vTVA+AY8QEhFNR5QeqahQMF0lwmjETkA7QVo5QWoBM+GeJ8vOwhcvi3gPSHIbtAtfKPGUpMsW+f4hqhnxJBA7Ie3CatmS5GYQA+V8ArBYy/OPGBRzOljwyodHcsAaBeIklPdxqmXsLpwQxg5XOkh1JQO7JEE9dMmempAuVu4awoU4dPCCMMk5iwUv521TBShAjyxUZbF0fgesGclhjbmHgXRoUc1oFHOuWsOVQZpZ8caoijGeVxhu0bApsOWuUrxVDJiehi4kJ6Ga0UhGkhSrCiNKTcUu8ZOw6Z8MijmFpYtE2zIpweRKnpVG2NLvz3QURhsVTA4kywjvrioR5h7W7hWeMGxa84l75yZztMLc4LxbftIJijoDBFEG2CcQu42orJV+ThgdKuvSx4jTCmemkjANPPGWrHE3k0J7haLAjf+nHfJIToNWmeBxjNe/oA0nyZE2byVfrrZi84RXO5fW+sfw+5H20VRkQHUJ5LR13L7IWd7W1Z17C9FqEodOaYFMQRdAtgBUXUIyAqhisYxd8h0TuSoEL4wIpAFUjGSpQJop5BncRO0SyHLCeD6BySQbXo1FaTFdhh4RVCXLyNXWW1WPmzUBSrkMe3d9G5ZzUFhCmIJB5JIWlVwhqxUGW9Ng+akKUKVcOcC5vRvXi9wxJKwgwtdqibuTU47grkVTQQBqV7lNNfSooQG3YtG1QGdSkrxnhWtC50rK56hO7gMDsO2HZvJV9fkjgLsWulYAyALNygtyJZ4Se6dwfLKQqocELqeCG9u4YSQkitIQyA8RrAa6B6zLBxFlIO2boNypUvJMrCakA4uxESVBxkyAAkxHwhP+PnqvBkDh3nhvQTKSkIbZrZAMhNejDh3VIRqTy/OaLVkkQwlFJEPJU6hyqZIInsyJa9qaFBoehRVRPFq5up8ryPr7RsG7QD5R0e0vhC7c74pW8Wo8ATiV4YYzAae1kvDoNe8AvvzUlT805Ioov23hCWCtukLY39RwRjO70X89iut/+gHcxs5zMK0sadr3FcOZgpaCcIRtj+aRWLnTKTsEVro4vcegpWxN/E0AucoDH/ucDD8AYrWoglBssOjul/ptm4slTAbCa6AI2UKFzgFGf3sKVQH5UgXT0TLpulp/PfTldEaqFpigjIEeV8gPjKDHGcgyxhtTlDMEVQKLT1Yo5kVg5AdlX8X2ArNfz9Ddx+geMAC5vAASq9fzNDBBrHeRE7C6kf2eKKjCBLIiZZyAdW5/kAi2w0+VbZIBMLOHoUtRmpioTspU7WsmFjqCRRq8JxWDU3KKgl9ZFKJ0WUpAy3WZhGJcomE1ox1ngwgzza7czyVbwnkwkoEJ58yJz8HgOrfCC0/LQfD7UsE6Bl4/P15R4aSuAgkWNIkVjVKUG19qaX31iBKh5j0zrAi2K9dsZm+FfFHBahHENiFAM7Ildl4KIa+S5woAK8w8VqDqdFD2xFMB1OWNqmDowgbviQ+j+JwTuHGYjKAKxrr7izopMyOX5EgwmULRI4w3iMLQOWAw85hxijJjPK9RzQBVD6HSoJ1AyGFOYVDtPUR9zZrvX8hToOY8J14yn7dSKz0ADIVy5Ml3W6oD2orCE9YFMioJa8JprSQcCdPu6arC7wi5AN7tfjzFBa2qh3rhhBZ/FI2h+ZIFAdk+kcmQCuMYHuTJ5MpgrU0oNm7MbMMK9UKaWA9+rG7SYdSTUHOfPPE/Jpc3rlszdAHUCYuM9n4UwBmjyiUBbLhZoeokGG9ilLNizW/4urDt5YcYm+4ZYGaPTJ5Sw26hoSSXwEJi9Yow3NZBdthVRKQKnCXiBlciBPKDJfJDIgjSxQw2FeKk4RYWxk9LGG9kqJKQDhWyhQrKsUom/aou66vcxOn4GJrxXVEkFIwiFBuyYI2mgwp6XKFYn+PwU1L0djKqGUIxB4w3EIp1GqpQ2HjvSFzpBKihEWGOmmnSZgrlnEZ+2LE0uvCFz+CnhpvfCyK5TY5bwt2vZGAk1p8TyhkCK7Ge9dgJt06Ccl4EtdzL2ivFimA6GmpsoIyF9V4BlpwNL8R98mgyFD4Ez5YKAKgYemTgeSAEGrahAPlkRTX2ioWCHptwPkb5khBHajWyUIpgOuQUjLragypAW4MDz+hAF0DaZ4w2ZcgXDTqH5JwIMqbetxuMVC6J0SYSRhivS9A9IEyNemzDMcgwqlSukx7XXguwBXoac9+2Ei5hCUlILgghW7ZIh0D3gCTXjjYBxUbrrrl7J70QZ3lGoTi8uiH015jjCP5dqb0jkkyKBvOqXDrhLKnnEvJ/u3fZ8KnzJkQ8fpyxSsLRMGlJP+71fX7AJFYz86clLDZ/D8uPMJjVxr3q8iPsz7/gLYWj8bevfZ623dGGeATtu3U9w2qr7HTSE0MT/6P+Xs4xTFcobW3HglPC0oUaSV9csnACx5emCr0vu4Q35VynXJMaOcbC0ZYOwC6GXzGqWY2qpzHcpFDOCUueGgOmK3XhqAj5QUK6zDVJkGWxqhWCFR4y9+GEp6mvgTJCPWy1CnTKyrh1fB6Bo9ll5Wh8uxA66gowXd0S9KYrAlOPLQi1gmS1goIkYzbvj+KamdJq55WwgDIWJtGwToArRyFNxhGVjW1gCCUDF1qo75cIK4RERxp59kdVK2WBAKlWiFm5SgGoQFDk4+UhNMOQktHSJ0I2M/AaShg3wiKaggJGVe0R8e59pM57z7KPcjbBaKOGzcjlC8izqQoOHpbmMf1z5RUVb31nSy5PhXx4S7wiYcReAKt6/9my0IULsyMaeTTOe5EQxnOEakautxoJGZNNESjS6wqh9vsWvJUNpT4ss87jYIVZc+qrzQQYDlVFtUdBvmtSp6S9dfQkrA1nrZLQwmpCdFo1waRVfEzScsqyyYdu8vvjKUNc7Tluuv8mvRvHsm0Tk/to/UZT11uh/5DM13DldUc8fnN/qykHQAhBmFkLQ86CIYAzi+G5jI13aWR9K5nlfiKupMzPMoBUwWb1sZKhKAj+Vo02aOgSSPtisVYzGsONCksX1ix52ZBQ9ZzALKVPQda3gfsARnw9IRYPhOoBifECykrmP5NwKFS5hs0V9EiInHzfgEBTXMjxbCLsjqwBPRRvTjmrkS6bYD1Xuao9A3DJjGWFqqMBKXJccV1tIpwNxglbXdQKgBem1j1fZBlJ37YS6/zxyNTCGEAQwMR1EqMIWxbeB69QTIRJWMvxlGXAVzVYTy5FQGVFeSBJ9+AKIdRiNYW/2144BO4CWEl09MLXJ0Zad4+4l2C8XqO/TdUU1dbTftvA1On5HGyqQhWGz5XwfSHyw1XYP1UM23Hb+GFZdz2c8qRKi2zJK9holXESy72qckI575QEAGlf/uaEYRshOwASyjPtJOdWelVjXgyhB+9ZJci721AYyJV8MqPhscDU9/WJRFQS1oYzU0mYZqUeSeYexeptrTftWBPa9wnBtPFMVTiOZV+oFYXVxjn5fbV1mwoVtyep1u5Uw5nCQDNviZxABGSi8rX88A2wJj0Hk/8fDY37QSON7h6FtG9hUkL/3AyqZGSLBlRYVLNpEB7ZQhni5MlyAdNJUKxLMdiSYHZngeE5KQ5elmL22xpVV8r6TN5QJDaLpe0b4EhDKYlHjzYmqHKx4Ga/XYSMerEQxUMgZXZKyiFTQuJKFVVlUXUTKVN056UdDfG6+wvs+54cpgNkhxS2fbHAcFOC0SaFhYs15h8COqUwK2aLLjciIeiytsKTfgVOheYZgFjiLAIu8Ae4JDqTKVeCZ4HSexB8nwkROMb97XkbyMp40+UKnt3SdBTUWIS8yRU0QcIDuZBb6VLKBauZ1LE6koQAnIfAdLR4dQrXdwLO+5BpmJkkhCm8AAcDicvtqLoKw40aM/vrBMpkUHNn6JERRUHB9aAQkqnRJo2DzyToIWHuYdmndiyUemxR9TTKucSFlizg+Cl8qWM1I3kGemyR9k2gsraJKHsmkzyRvF8GPghWhLRfNbwoCCWuZID8YAUQMNqYYLRZPEXdfRbZQq0MVT1CNVMreuU6Gxo/zeyW9aoeMN5oQwJs8/31ioB4Eup3LHgk3HzbYmlkAlu4PjrOk3WWkSmdKTitlYQj8SQElfhYBcuRsv5aWYOrbH+ilIOThSnWwVHX9ZjcJihGtQkyWeAxWWK1gtW0OR4PVwLX8hhMKgzTxje5H/ddL2lki4TZb0sXQkAUFmXErVv1EhFG7lxEEFWwmcbSxT1095dIBgYzjwHL52VQhjH3iCTfFXOE8QYIcdLYWcETeRiHL1VIhpKp7rs+kkVw4YNEuNhcuax7xnhTCqrEuj785I7EmfsuT2KTDkqGTzKkyqJzIMN4vViMxbyueQIKCtn/1Vwqgt2NzZdBAoAiIXSyqfRdCFUMjmJYiJzcppWt2Ri9UPClnJpaDIg+L8ETPZmszvTXQxuEP2tJbPNcAjYlGKVhE9VqbOWtZ/GguNwC37MCCJUYVDEU194M47psKreNKhj5YoMTw3l6fBWJzaUqwze48uEBXQDrvy4PUTLm4H0g65QBl9cRnnXrxmOcojK0IKcomlw5QczQPrnS1OdJDLDvr+ESOVkRylkVupOCfe8Pgi4Y6bLcB+Wqc2wq1Q5lT8pyQVLdo8dybFWJoqGMEDeZjii9nGDlu+1ynsh7MVZ4GBssjf5ZYbg8qVM7OYpNsjZPwHf69H4ycVorCUfFkbwDR3LnT8tOPNaEw5OFE3Xc47HGgdU9FU1FATjitfbu0dbm08YxqchQ4+8jjbO5TkPBSPuEbEHq3K2WEkmTu8ncWbu60VhILHuJDRezCp0DBD2ukBUGhy9NkS5LHNnnIVSz4kUg1yfAlyVKZj1jvMWgKMXyTPqEdChCoZqRigqwCChfC29ThSpX0CRehapHUEZBOSFYdevzs6mSDpLMyJbr5k8mk/3qsQiK0HjICXxihklVTWVsWQgcnSBsuZqdl0Bc2W6xRajxb+ZPhGvoGi7JMhHMJhdmRKWEPlv50ksocCohF1+WqCsLTnTISfBjDK2zE0eGVDiiIXcsaaxEgd6ZLIPAMN7D4KoQlJGESFG85LlRpv2AhWsVQjuiaKmKMfvt0nWgVGFM/vjkWTWBMC4ytaCXjpDKVSpQS8nwY5G/p+Q5+fueUOiqCSAkmaqCkZINnhqyjAoKlNbbUgWkS4xk4O6thet4ya49OcQD0EiUptbxGYEFc+K9byoErbwGAD5f8dT1bojhhrXgzFYSgMcnXFd5IOoX4RiOeaJqLKcud/8zHl/M73guydH2T/WK7RKqxheqJ9Mwqfqxt/bhMBkab667YnxOQ2juw/3d2Q+ky4yFizXSJUY5TxicazH/LY18wSLtA2UvCSV4AIBeChjGhm8MGuYzIRky+tsJB56jwJkrOzOE9JAS+mU3iSbLIlSqHqBGYsGVGwwOPkdBjQiqJOiR5C6oCph9NEG2KMcu5zXyBROE4qavjoJLejyv0TksAmW0OUXZdV0Du4S5Rw3mHjVY/y0XTvDllbp20Xf2l6h6KapMB6vZkzqxc4GrgZWeBp7ZsaoFmOlIXgQI4FSBHCEQVRbjzd06ea9i6KUSIELV1eJOzyi4r/161vXDUCVQzFMoZyx7CbLD4vaxfqwNa9poGa/pKqSPFUAlTaBMLvtLRgblXBrCDNmhAqabCNFUh0DDuuSymZ8hFrAbp+uM6T0jXuGwmqSEkqX6wbNn2pzq5lcAkqEJyYR64BvPUchFYa1hO4R02dZ02tp5uLTQWLN00W7nkBhGb08h9zcR8i9figgglNb6JmG6ZNAyQ33beS0sMPNYhfF6japT80AMNykcfoaV1tP+/QlJGBS8AwQXOmACWVphN4VkZUZjG0mUNKBTFm6ISsLacForCZdeP8YHb/q/0Km+KAtoigbexKRP/Cg3frWcw8ldTj3OicBqdZZrdSo0LfVj2d/RLHm/z2PZqOkhWM1LsNrlW+26NhUFvz8L9M8TIWQTiSmzBvRIKg6SIQeXdbOSgRMF0oDqlyg2dULuwMw+AyYtJYldb13K8bIFiV3bhNDdb1F1Cf1zJSZvOgxjFWzXQo01kgFhw7dMeBSTocV4XpIp88NGyvIaGfvE0negt7eUlsKuM6QuRKAZ16KaSYSLJ0ICAWVPISOpalje3sHMPoNkaKGXGyWYzGAWAWZSVXsEULM0+pLA0ATLxf5DUqFqEOlYRrFOuCTS5QqjnnZWOBzds8voLwFPDpEfguuuCWEgzLRUXowqmG4SBHo5nwRhbjNpIKXGBmRs6K0AAKkXzE7ZVIVTvCqqOQxcNYuvhvAC2VcrSE4AoBvXAHB9QJzVX85q5y2RxlU+BGByHbwwqqpgc+3oia3zlJDzCNiWoLWuBFbusfegSJWKf3dsSiHMZHLt+mbYVi6IPz/23rPMdYSsGMW8BhhIB462OpOGY5zboIy3adDd+FwlqXg76rLJFcnKTZDzcGlGSgaa1Cnp3RCxNpzWSgJ/+V50lobTf1yDNX+qIgqPGytezmPYZtLyPuYwBB35Ah3LsZsKyqSiMsUj0NrwGBUFYkLVs1L7bevHgQmtZkuBzRBiIVczMqHrfimTbCYTetq3SPuMdFm8ATZDiOumy4ysz2DFSMYWrBSSgVhUNpeuh+OUQ725lAraQHRUdcXdrsem4cJ31MyVWLGqMGCVSoMyZ/kHpsFAwUsYr5PeAnpcsxH6nhMAQjMlsnWJoU/eYy2CywIItMbuevqKBS+kwQBcZYa4n+vQQMi6Z98fAS1vABIIC6ZbR49FeQCk7NLmWkpDPbMf6seOUQtPX96oCjdey4CrFJCeDATWNRWwHtu6BBEIRgW5cUgJpLBzAt4y5hByIdcMzCsJNq2rN6yWfh0Erlkq2V0rV6Xg7xEZrpMwgxXOIJeDYROE51hCV83Hn6B8zkgiHA7UqDCZmqDc+JgUjkQLKGcI5SxJGKuRD8QQZs96B7UHVbwJ9avm1g6/eYQKjO8AAzx6EtaG01pJmApquL1PkLT/jng+jiacj3k/7v/JczpWr8I00qXJ/RNaVL1Tjz8tjDGpOAChlDE0gDKYjinXhhOWKcwSiq6tQx1ay6SuIRUNro3vaGOC8XqhSU5GWRDonItXQJdAfkgSwoSlUVy43UMWSV8SGvvbEthUFIfeHhms6RAOsriQTQYceprG7LcJ+WFCtlSis78Mwtu72NlVNlBVN/nRI/FmjDZr9PZK9nwxK/kMytXbL12oMPeIRedAiXRZqgBQARu/NpSyPLhwQWEB1+9BNS3a0oKUhtEEzhTgqijUyEgvh8S1zvZsgQwRtk6Q6TGDhsa51VWoGPHHrbrSlyFdrsJzoEdS9SDJgq7CI1MwM4mspwAmhWS5DLwSVFmU8ylsqqEcOZEX2Nq4yoGuuNV9lUm+b4BqPg+ud7iSx/BIW4aqLIoGAVNgqmS4fiANHgQfovCJqOCQpGhykpbjiqAHhZxTN8F4Q4pkYJEtyDIy1imTQigFACpRod8EJxDuBl0rGBK+US6/hsBGKm3SvntW3IOuSkfGRCqUrBLL/2WPsHAJYDsMMCNZ1jA9G8oaV3j6HAGWkKQhXBM4UjIANfEaICRNgVyiRuRJOP1w5ikJR8KkIGl6GxqJOMf9PKxCsnRCMS1BcDWlYbK74+T206o+pgjoFprrTw2xACsUjWnrHUuIgZuLqb2OXuWcJxdbtElduF7nwLMZVCmoCpi/v4tinVhvG79RoWxktC+dl2K0mTDawug8loRs8LmdnqkPIWZfzWgkQ4vOYYuqI30cTE7QY0YysNj4NQRrNBnYmgDHMExPu7CCm3AbVLo2d5wBysWaGVj/wAj9bSLsOodM6C3ACujtlEqOctbnWjiOhNlUXPqVWO3NNtFqbECsYK3jXhgZ6GEVroMXnrKuu7wdHVgaWesg5E2mQn+FMk+EwAly3r6ioeoQqk6KdNkKe+TSGGYul86PyuUcdBTKnka6XIni4p8vR9ZjOhppvx6jPuxunELosmgTQjLyzbQszGwmLa0th5wI7z7Xg1KE+Gwu3puQGOgSHyE5AaYj5am+vFMX4hVIBjZ04LSupDI0ztLKJVXKEKuugk2EQVMEvly7ZFA3AZPwEWG8XmHukRI0cvtOVfBukUUom0yXXejMAknfCDcDybVJRuyaRRFG64V5NBkxZvYKt0TZA0bbjLsWEy+tf3fC4vY8GYiVGCBPvMbkyJdEuWVe5Z2NOC1wWisJn+dPYomXAAA/RP/m8e3kSIrDdyIe7/imVWq09tn8PrntUb6HfU754Wj7Wg1+Yjra+qspO43l3hvhYWasJFMZYLBdYrSqdBNuWcendSllhKqU/aoK0EPGaL0vQwOyJVPnCYyNuwx1opiHHvsMd0bSl66U4r73M60k0xXzddIdO7Y+T77jyx7V2CAdSNKbb5NMBLCVevuQS9Cwkpm9hSjKQTWThHwLMhYoAK28Ze3+NxZQqqFHy3JAauxDmMEC1HiPmpUTkMshgtwtU8ZVYTTuiU21uyYSFtAjF95QALtay7pM0YcG3DETdw4AmAlEjfLEUF0AYZY0RkpMrZ2gwFZBafKNo+rr5hzrvpyRUHeg9IRSKUGzvJtWAVohkHH5rp6e0tk3oZJySVE69NgRSlF931QF18Cpdr9xxz0Lxp9jnTsC1zjL9/rgBC4kxqCQCEkwGaAMIV1yZZJdWvneNN/byb8ZjdgPhXe11iWaL598pvVueKLATOA1zulr3f50xmmtJHxH4Yl8iJoB9iOt43GEag3/e3uVCcl7rOfWDIk0OsS11/EHn/h/8u/m+qspCtQ4zuT2nhTGj6E5CZJbroHBBRVmHkmQH2aUMyL8k5FYdJ2DRjrsjWRmzJYY2ZLF3ucnSJcJ2QIj7ZO0mnahgQRiceoxTbijIQ1w3K2j0kpHRxfX9k2linUdqXlfrADX8c8LkaRvXG4CobN3CJtp4Xrw/QgUgea1czPXli1TI6cgAaAUinVJyEfoWIYqShFaWRJuI5WutjNRsFkiSoInVxoLn4TNleQxOKInVTHKOcmxSBcr166aArsilQxYGxpZMRE4lfMwHVlv9pEB9LJFkipUs5mEe1zFhWc21MOamGnSc6ZK7ylRNZ8ES4kpjbjFiii5GEoSJF1+hFf6gDrM5d31aV9aaauSUeVyrTgRQUtMwgSppHpDWUAPy8C+CJKcD9+fAXBU2ZDk0/BYlxaUKqR9g2zBhWBcUy+vKHnFdUWVhj9fy7DklFXHhcAuf6acIVjL6B6wGGzRKzlMJl9Bz9DoXyJ/uRseL/+/r1qq5xanmLiVTkXiogWtmSdhrdufzjhzlYQpFuVx/X48eCIUhMmchGPJT5h0EU7ur7lqM5oxtbZpyhgm9zVtfCu8EBPhjtWUhiMpDw3Wt0D/2liPW+OYOE7zJ0tIDyukffEk2BQo1imJf2/RyJbFKp/ZJ/FVcVszNt9jkPQl8ax/bobBtgRWA7M7WRrveM4iZ/GpSuiKfezWzCQho14VBjCOKGc+w+wjIvzLuQQ7X6SQLilkC0C2wOikhGQgjYmU90BAiHnKWY3xvEJnQYSQTQjjLSnyw6LAVDM6kBklfYPZh/uwmYbpJBKScBZzUGCsMDKWW7owuQiS7FAh1RCKJGmRCFRaJMMSxaYubK5gLQmTIovlDgaSZYNkUGFwbqfmPnDNm6quhslnoEcG6ZKFGkl+hpT4KVEGEgVySaWsXBVAJ6nvt1MIwjV3XhRf5WATJfTXVpIiPWmW6SbOiySVFKyVJDsmFGr7PScDJ4Syp2GzFKpgJAOD7r4ycDPkh8qgEBbzCQ48I4UqgG23u1wO13bb9+CQzo7S+IuJQl8NL699lUvNBaGgYVuEWL7lNgCXw2JknLOJdJ+shGCJE4JxZZadQwbJULn8GEL/AkbVs7XifCxo2h9qYm5gar/eisEuRBgbPJ2eOHOVhLUI/2MgCFqx/neaO2qai7D1+zF0jZwWlpj8PRS/H+V4zX00d3ukUIb3AEwum5YUudqp8MrfmiVeJgOKdTLhzu6WJDLTAcpZQtp3Ll0jCWAmVxhtVBhtUlClgiqktCzpO7ezsxbLGWnnmx+ShjxqXHMfBKreEuK6J++KhuQKpArjDSn6W5WrpIAkrSU+3CBWezkrr653uesxo3PYIl2q5HHU1OonwAm5JDknVJIGmVKigpJgMw2lCKgIBB+n5vb1ZoRkT7HwycX6PVtj7b0R0iPJE/DNnoC2XqlKCaGo0oBKA9tJg5IQOBuYkQzrrNUmE6MqGp4B3x+CAKtUTYikGi2oEwWbajQheQMydM/MCIIkcLp766sqQigiUS45z/eOkG1YS4KrKJ46jBOgoCDAVUr4hNPhxgTZsgXYgjK3DbnQir8HpeSGSO6GeIV8Aimzbz3uc0jkvKueDws5b4Kqhbhnu4RvtNUsfVSNGx6mQw7VQkEZaL3L1JoK/HFBgAZHMqXTFGekkjBVZk8Km2NRIlYT/sdbZXC8SseRjjHNal+x7bEf5oRjmidg2u/AVAG+KprrHknJQD3ZHcky8mEI27UYa3GJr3/AOouUUMw3rFIjPAHljMJ4vUL/PJll9Ziw/psWnYPt4/iW0ckQQB/QZbtcMdS6A62SPDKMcjbBYIvCYDthZjc7N7Nsp8Yy+RfrNEbrpXdB55AIcj0yyA4L1wAnBItGW+XKQo8ROlraVEmZIUT4srOyoUi6TgIgIijfStt1rAy5CmDYPAlUzqwJyciAxjJeOOpp3yPCasnWb5ZRWsfMKGNzCoJLjuRUh74RNlOBCloPpceEeAYo3B81lpbeNtWSUOmaItlEkvo84yIpArsHiZ1Q994d4UzgEJ6QZwRArmv6aYMQLpBt5BxZuXwWA/h21b3dklDqq0eEVMiXnzYUtUoIsIp5QjIm6MKVdjK7RFkKzztZlhAQIM8p10RTgILt1CEfLhllRq68lh3lszBnyodg0kkhP+X9mva7VwYadN2TCY6iIHhlkaHo1HkRYk7C2nBGKgnhfjbd4zxtBYcjWbfHqhAciyJwpH0dj9fi8WAVb8JxjWM1z4K37sNqE9dz2nC8RTI5PnJWTNPocAlXsvPmeDD1ONLDHu376tclSD19YzF3GEVG+PZLFGZ2KeQLjLlHbSgpYyLoYYWZ3Qadgxr5gmsKRUJGky3bkEU/OCdBvsDY9NcDVL00WP1J38B0dRAsibcOAVd+qbH0JIWqC2k1Dcb6+4pwifVIrOxiQ47HnqcxswvIlhCa/gAirBeenKJ7gNE5ULpafNmOWQfqZXFLO6FYca0guPP0gryay8VSdVwNYoXX/Aq6kI6PeliF/AeTpzA9F4O3oiDpUYVkwBht6YSExe6+ArpfAoZRbujIq2oYqjTOepbjpUtl4Dwo57NakXBdNVkRbDepyYr6pXhDrIWqIAySjbAEAeI1sQASuJI+n/jnPCQdFao5vIIC7zTzLaoNOy+J3M+qQxhskGTB+Ucq58Hh+lob8ZbAeW44VUiXShhXVrr+/tIRSknlhX9eTVfLtSUAipBWFqYrCpoqOSh7QsntaKfHBsV8gmTIyBZLmK7CaL1G1QFm9jP62xXG6xlVz7U19w6axhxBIAkTNCsWfEjCsS7Cos4HaYQamu80q6PPBRHf2TjjlAQhMnEP5mTpTdCUJwR6qOE5jgOtZtVOKy8MvzeUlhX7a3gtpsXUm8c42pgm3fOr7WvadkcaP3DsyoyfbFZbf9JqCROR0Lh6chf233liO7+tn7iosa+WzxMrlBj4RGs3wSWLGslQJsViHaOcE+rkZKSQLjM6B61zl4u7N1u2qHKJ6/pqCM/oONpISJeAWSuUvJRrR62sw2MmlQsIHoRDl6YYbwSKdRb5IYUqBaoe4/ClGbr7rVA1G3Ezq4ox95CEQ6oZoHOYA90vGcbsLgObEgbnpChnCLO7FdKlqkXFLJZwI1GORXEi+J4HgA891NeRoYoKUOI9GK9LpPTPta/2zZhMR4XEPGUa9Meh2qKRJEsEqEZVSIO6GHDeBmfxS6UHQTE54SvxeQmX1MRJpBVUaYSXIFHBQwDrEhpJHjMvfMEAUgU1Nk4ZEQXBJ1bqsQ3llKwkMZGteFlMV6HqKJhMEkuzJWEYLHoKqe9aWQhng1QbpMj3F+GSlnOpNORKgNlHxyjWpQBJ7geAOnwCBF4H00vh+0gACB4eVdk6zJK4hM1GDw1WQuF98DKNapZhU6cg+HthJ6wI695dolrpbr5z7Jdx4113f07OH43vkSfh9MOZpST4bOfmZ1WB/Xj2P+Xv1Z6dx7X/VcIbq43hCC/j1G1WeBKm7HM1TCpYYfnKixwUAz7CmFY9DrWORYqwQpHw45i0VJqTWfPYk+fni+7dfz6vwKaEcp5hpS2ksCoSIV+gMFkD4vanDLDKxXlJJmGGYzfUMsFLu2DXGTFvKzrUcHWPNgPFeoktJ305R5uJspItueNaBhKCqix6uyssXuReXc+Up8Rlnh8uMdqYoZojlPOEclFBVSLsfeyegFAy54UmMUSp9la2duNzpXvwegVxaCSlKhkbuyRGn8Xvu0SS4VAyGRQAeIHXuB3GhsZNgdvCXyr3nckzDLpxWZ9jITc4sEEqEiXBK2HOo+GVI3Z5FJwQ9FBy7q0isSv8NTAsXgZCK6fBn6t1vNmhaVgKJCMgGYn/veoQqhwAFJKBJEMax7yZLagQzvDLJKHRwnTkfuS2cd1DlYXcA5OruuSx6UkzDAVRbmxKrsTSXV8XMgPkOWP36KiSaiZOFyIKYQJb5xxIZGPCiGq+cz68N6FkhPVOsXyN4Ya14YxTEjjhWnAwWkKjZZF6T8M0IbaaUPK/eesVE5by5Es0KSSPlkcQLPkJTWA1Id/EarkT04TlxDnUQ6D2eo0htBSuFcoJycTa9JRMjvlIHoXJKorWfiEESkHpY5Bxwji3QGLFCmqWwfndNImX/PHVynte9Rg2kRyD3k5Cfthi9ttjLF6Yg9jFoS2HNsisCcONkpyYLUCaRQ0Yad9g49ccj34ngc059AhQpd9eBGy2YKEHkh2fDAA9EqbE7gFXiqgIyaiQRkouOY0KA64sEkXY9NXK0UYrsGWMNyQYblKY2SekTr09FfIlBT3yngY5viKh3WtSMTMDNK5AlQWn2ik67SQzYgbnGtVMimJdgmQkF7GcScTF7Uo4OwtjmNkMNhN2xWyxBEOuwWCLRrZkkR+qoJeLkA/hqwx8KMF2RKlJBpKt73MfArMkw5EapbXHoiFMq5k0tKHODzqr3IcsZrXrfAhREpznpJxPoQtJMgU5PoaQE8Ghh0OxLoGZT2FSoLu/kpCPJgw3J0iHUvXQOWDR35ZiPKfAKkXSF7IlPaYwJ/kyyt6uQjxLmRKSLU3SoMrxIChHMe1zNJSjs2YiJMMyVGuERFSXy1DNkETcjPTQ6Bmgs0CY2auwcLGC6TA6ByXfhV1/h2K9BSm4smIEZRaWQF4hbHpqCTVl9KR31j8+ikGZhYaFcGw98cmLfAI8CVFJOFNgLVRBsJ2G5usFnHIuVa8oNF3QLUGO2mpyD4Z/UVgB0Nxybwft2cfNTd3fHs7CXJHz0MTU5RNSbBqDItoytZWNHBZOKDjNVdgpBdO8CdOUiub/3Pj4WGTg2XcWnbdImoM9UrXEVMWkvrbQaCt/hqD6Gkwa6aJY3INzLTgVJZGMKIxQLMqCP1STVwGQxDAAZIDet+sEL9PR6B40Iti1CCqPdLnC3LeB7oGacU/aMluUWzIwAYkG1NhClxbJoEI5n6Gc1ahyQr4kFM7l+hzL56bIDzH0GMgXrSNhohXtiwFgvKnTojRWpSgaZiYVHoWh1MDDJS0mQytKiSYpLzQ2JBV665iVJGX6pk1A7RmgRpa/dUJIGYtsoUL/3FTIpcaM5FBZl0Y6xcV3TzS5lvh8YYT5LyeMNqdSirk0BhUVdJ9q+mPLSJYKgCi0kKZSPA0h/4IQ6JGZSBodjUwgWlKwIc6uCiPkTk7hTxcrJO7ck6F4HGwmzI42Uy0B7YmJpA217M9fK5MRqhkdrPp0YGETQjGnkSSEZMygITc6MzoGzkISGVUpSoPJpGGYTYSlUTnOCSmfdbTcAJhdu+2iTnwMlROOWVNVVsI+mXAsmFyhnBM2z3JWwiL5gkG+oGCGhO5jFuN1CtUMgBzofVuhnAWKDfV9D++if1+seMygGnMKYfV32zlEgFPXKjpibTitlYSX0E9gQO0GT2TEqg1WMdcCdFp8vNUbwH1fQU3q9+28sRJXbUpohDh60yie6hgIO1tl2ZGcDY19TXVKTAr61Q4+ue1RPBUrvCarHWdC5h9TieWqORqNvxVCrbWEFAhUenepEBfpkbAAiqeWoEYkXPQpZELzSp9PunKKjRoq6DGQDETgexY94cX3ZWyeOhchTJAMDHRBge+AHEOht0CDFeaaBkkPBiXWoWPQs4mw32VLQpPr6/EB1PFyLyyJ4cslJQGPZfLV3sJkpANRErih/DLJuspIAqIv0wxJot6V7mLbZLiZp+aUYfkdkPNR1gZFmH1YwlnzNhM+htA4igELBdVkJ9TOha9VyJNoPTuVVEEoPw4l3g6QeBR8B0VvlduEELInPDti+B/1vWDXy8CNI2ziciY8z0HI3ajqJlSAdMn01wnsvFme9dC4Z0f7fSAwJ7Z086bjMSR7yv3wuRVVRwmTpyvXVKV1844bi8s34EQ3QilWjKRKyjb12AiBVajAqA+cLjO0ls6lZc8ZTv5VDF7Gle8icX0t2VLtlQuvJjUU+frdpua+TgH8ZVvrPs5WnNZKQguNiYwq56Z2k4hXGFrxa2edikeBhTzFP+ymvX54QLxb2wKUyO9kCVQ2vBOAhDwaZUIytglvQlMhINQJeh4t7wa7RXWccIWlzhPHCPs/BiHME6tNKg0NJWrF+N3/rJxiFiz2xiE8h8BqoIn9NYemGMht/XtVez/ISDlXOcswufyuRwRVEDoHgOULFEwqZEVU+OZGbmxG1uvuJWSLDF0wRpsIyZDBhZSOgYFkbJEtVsKFbySuX84kdRmba89LhpFWFp3HxuKmTqV0DyTZ98mggjIcKIvBYg3P7aygR87N7i1ll4imxkYy2fNEyIYWCoAk4U1VDNsREh4yonh095Wozs9CToDNfNMkyXhncpa+a1TEqiZxSpZLqH4lioIT4LbjEv9c+aHvDAkFzD0yQrE+lfbVREjG4t0oNuQoZ1XgaUj6FkgJ4640z8oWGfmiWL1mJoXtJlDDqpUPwNq9Y6UBEuUcVCKQqhkFk4rniCrr+hk4wa0gghxSMeLzSNTYVXgkiQjTClDMKGdTYcfsl7C5kDORYblXzq1f9dJwb8r5BL72XxeeQ0M+nBHSgSguVbdmWKy6wqaoKkYyQiCR8s+ByQlVTujurzDYmqKcEUVD6L6Bcj5BfqgMgptTBVVVoNKETo2+dNP3iFCVnGM+NuDDhPHmXNqJa2C0QaN7QLwupqOC4GcCli42QCNXFWgYUVYIpsjUCrCfj9yKojhqCuEIyX1gkLbQbmIwbJ9wj0JkXFwbzhwlwSVd2cRl7aIW9lMtZ0IdImiqutZZrUGjbgjvhqcABdUuUqAOKwCOlMVXZDc8Gn6/fhgNjwVNWOLT3f+OAGm1uL+3uDUHCmCqGvudVCRWw8T1Ii+Y/ae5XlMZctainFtjtaC4TDl281jKKQWKgbTxgwVoqEGlCHabMfRQuihWMxLTTxcZ2bLbhhnpkEFGY7w+QbHBIl0SYcoaGG8yUGOFZAgU69m58IHeHusErKta8MlimQpshUySiKaGEkoQy5gCxwBIauOrGS09CMYGVFqMzsmDNafHNpQSVl0KTI7EACquM9d1TXhUzWikrmRRj8W1TYaRLhooY1HOJuhvklbSesxI+xUOndtBviCCq39eF4Ak16ULJUxHgyzqboxEML00eELIMvRyFWLhUBQSDK1WIMVQY4uEgeXzM3QOaSR9g2SpRNnTQMXIFirYlDDcmKB/rkJ+2CkvKaHqJsIq2KQVJgKnjjnQW/WlAedJnRTpvDCe94CcsjXcnMkjVDGyxQrJQinj9QmHWjlvkjzDNtNInFIERVDjClAJbKIx3pRDDw10aYOipwBkh6sQSrEpIT9U1iWZyilMTjnSQykPDURPqTxDnCgwO+6NsZTZqsrnHEgC5MzeEnognBDeY0OlhS7dK1QKG6OnkibLgKtokLwsCtUZgOR22FSBLZAtC9+H7y2ydBFQzTjGxZRXzinhPXd/ek8cakXBf2Fdz03cyAdqdoeMIYfTD6e1krCiwVOzugFuIvFu1aaQ81ZpEJ7NZVTH2/zPXlFwQjrIaNvc93RPQZ057rwbjUzhZshi1VLBSUyW+/ljwdGfep+4S0Bi3VByvM/teHxnfIT/vYIw1QPQdnS0z2Hib0Jj7PKdlHOnB7dJY31/GiRWnBoD6QChfE5ZhiqkJI0MkIzcZMvunrGGKqXroukAeiiCNeyvklI23/FQJlQOH3jWvUAf7D08FDrhSc2/6+rHQJUrZ5HJcQG4JDOqM9hN/QxZLSEGbiiwNlFQEMGlqG5IZHxSm5FKDRkzIR1IGMO7tX34webSTEn6O9gQbgj3bkIRDELc+tJG398AISTjjwlArFaS84MTCr6DpnJueOUEKDlehJAoqRqVJEoB7JMLpHoDLlzDmsDGV1Eg5HCEfCAghGbCd01BMff5E95d7xs8UfN8J9BkXpTQFAk9NRBCDtbdx8l0HFQMRdJQyb+i3rDx1yYZScjCZoRifRbCP/3tOZKRRbJsUPU09DgV5YOckFYI9ND+3NgtY4ILzTiTxfjzdZUV5M4rbbj+aOKFbn4lP+6JOTVsV89vYdtTnPQXqxvWhtNaSTgiCBJG4OZ397e3fJuYzI53wqjVqlhBYpeNpeyOE44xOQZfTuRi4mIBOaE4Wa5HE/+j8b8/vtvviv4EE16KkIGsIMmV/mX13pNmiZL/f9J6wMRvtqEUNK8rNZwUXoBrrqMdQUkhb37U2zU8B6StWB1MYNO+mL6m22iXlKgA04UIDWf597dL+2c9EqUhGVqkfSB90GCwNZWEwjEjPyyJgWSAsifCVFWM0TolWfvsSs0KUzuHXGa9n5ypEqvNOOHPFtAVy3isJAnqQQVfqWC8698JBE+3q0qhMvZeC4Jky1tX6hZuZ2EdF4NGslSCWBLcqq5G1ZN188MG1YzwN1QzGrOPjIJlKW2jxYov1iVBkdGAkP1UNvBAWKVrlziJ8FGO6Y+sARsJFRAYqCA9DCDnwJlCuliAteu1oOWad/bLyQmpECNdGIWeEVJR4ZWotsLgXyEAjkBIki9NT7lySIBKhqoalM0umbEpqHxipYXjTQCkOVbhCJh6SQgbJU658xUggAjeqif7VKUkq1Y9HfatxhbJwAld7VkYRYH0VRR6bADSDZbEGsmwAhNQ9RQG50gFRrbMmNlb4tBlCvlBhd5uwvJ52rUfB+YfGdeeES1Kj1dy3LQTqJrrfBZAl/LsjtaLF441UHUaFk2Yh9wyhbrdM6Odk7XCYGmc13eIYI08CWvDmackNITXZMJi88Emn7y1YsPp+wJkfxIHbOcwtNAQ4M1EPyZvxQIhya+Rsd90zzWP72OAYEgIIRzGWa+6Dq+E5Dxdbx/G7y0AZ5ytWrrZPKazMmoLv2Hdo55D/O/hDHzuRmO7ZvgGgLN+pDwKbmhsJlyR/liuiN1bfzSSyoWqC2SHHcWxBTZ+vQzj9n0WbEpIlxTKnkx2xTxhvAlIF6W3QtUlJ7gZWb9WtPKDZehsKF6BBjmNy7Zn5WL7DUWLtcTKqXDMea70Llu2IRQjCXzKud0J+SGDZGikyZAiUFoT+fhrVTlaY6rEeyHWuEE2NtBFEhj90kVgvClHMauRLpTSXTEXZSZbdMJqZCXHwl3jYn0iTZj6VXDcSG2/dJgkiHteDaUzJScKy+dlruTP1hTLBrKPtM7TkHJCJ6S9pc6oFQStUc3ncvksg52i4sMN1eaee9YY+aEilDbqwkpzqITcNaFAmKRMfa/kejsPR78uGQTkvppMoep2oEeuO6PvbeFKV61XTFiUzmJeB49V/xwt3psxo7vPiqcFaHXFhGUhSXLnlwxMuBa2I2WdKBnFXIr+VqGA7u4XRdRkhP72FJu/IgqQ1UB3n0Uydr1EHOuiKoXUynTrfh6cShgLlfQcsTmFnBeTrmzV7UOk7fePaqHftKHCvLKKcVSvGX4zq68U8R2OM0tJYBEWLe8BGoJpUg43redpz3DzxWi40shp1ysS/twxVhXAjXVkJpbExxU9BhpuPNZclxc2X2K/yHsMJj0hwRPhFRWux+y9KraxfnNzVSs0YvVSSxkIbsWGR6DlXlTtcbbuA7nfnfIRlI5GyWnYT/Ocmp6Fxro2Fya5cgyMNiZIXOhAGYBcghqx8zowkAwY2QIh6YsrXhfCH1B1FWYeq2qBZ4FkZIL1pYraUhXrtVYOfI26b0EcGjHlSeBVSPsmVEmEkApL6aNkuCsQa+GbgCckcjfIuBfV9wzItOQ6uOOUaQbSNZWxKhlpX7bVYwOqCOmyrG8yhWpGocoJTFIelyxL/F2qMkQRYxIFyHS1lCUOjWuMpGA6CXQhno9QJ+/c9uGhYBe2sRYqETe/9Y2EQudCLYmJVNf/gwim44Sdo2eWEA87r4wrBXRliuHxdt4ZuKZFPlbOhMD8CDgPUOLCOSxESqajQoUKnBXue15wIr/XioU73YyQDutqGFXJcwRFoLEFtBCBSR8FG+47K3KJswzt+0Zohaorc4rJxFuQDOTZTAfs+BMASgm6dB4RRyxlugqmo2qFkuHeLYTzJ/cekxJFAwTYFBhtEo4Q07W1xj+pADQRXsGjKQeT659aeI6wte7jbMVpryT8EP2b+gtPEairPKiMuvSnKehb/ApT0CqVDG8i2v9P3XDK7y6nYYVXg1DX+PvNuH3sFW6+eoC1EtIaU3sArN34m2GXsM96wiBXaUZ+glsltNLqOT9lXK0x+3NjalWMTLonQ5UJcfBusJY4vh+XyRlVh6B6hOULOHAmZAu+NFH2ZTJAlZIYli1Z4TcoJHdhcE6CqgOkCwXK+bTOih8ZQBFMRwcufyYKSXzebeyFmhqV8Ex5ZBh2VoVOicnQSI5IIuEAsCgx6dAIMRApVERIhpWUGXrh6PMVHNGR0PsSuIBLltQwHWpU5EgtfeL6TtDYQFuGWi5g5nOYXKOYVag6UtoJQNpGp9r1GEAQaGpcYbwpBdjRE6fKtZdWSAcuaTMlqEIIjYKghwh4OQ+pNCAnh3xXTVZKlI5GN0rAezBUQ1BzzazonkFOFNi6slJXodHs6cAJwbNJQgGqL7TWnq4YBmCXGyCuejheh/oZ9L0ybK5hGgRMyaC28rMli6rjrkFpwVqLA81YECvX38F5ARIZt03JVUYwqLRy3XMXjnLVOoPzGJ39hPwA0DkglRbs3xESoiSbENI+UHaUI9UiGZtlVKmuw35BiWKxC9yzbVNgvMkKIVmT88BrFZNGUPPVXM2gmjb/uYHoiR/19vswNzeHxcUp25xgxJyEteG0VxJaIKpJhRihg9qKRiV+wmnFz/w+UAtk/5LQlPUxoShMCtvGfn1VA/v9eXe9nbDQPVypUbDUg7LQWG/ymV3hJZlybnZif03robEcFUnIQsnL4ZP+VOVeOH8+fjLx+/axS0aba8JCyur8mIIiV187qlQ9PhIPCTfyKqgkUCVCJDsk1mI5y5jZ5bj8DbDum0CxHhhvBJYvZFAloQQ9JMzs5TAJJ0M5F+nSR+gclryAcj4Vd3BlgxXPqHn9qbLC2d9JwErDlyr60EN97cUqHGzL3H0G+tukFXC6bKWiwCW3kbHgxVqx0stj9xwrSdbLEif4FBYuzmE6wOwug/H6DgZbFBYvtdh6m+QFpItjjDd1oMcGul+Ih2I2gyWCGjlGRQKqDjA4F+g+Jt0KQdIVsepoiVErEdSDc3qiSBlxmeeHCpdXwS7ejuBpYZdY6BitpRFSYWB6qTS10kB3X4VkZKDGBrab1AI/IRhyRE6uo6TnXfD7qLoJ6jwOISOqZjR8wuV4g3g3skXpCFl1dB2Wce2Zx5tyGVcpfR/KWQnTzDzmsj3dPfH30mailHX2FYCq2SUldCjelmTEgGOfJMPQLo9BFVbuX65RdaWSRBWuD0Sq3HWrlT5VucTHROaLqktQc4RinUZvp6syyRUOPzmRCpYC6O00SJzQzxZLLJ/fwXi9MIGuu98gWzRIRgaDrbnrMSJkVsZ5tLIFoNhIUqrow4N+DpjM2ZowYloKxWpKQ/ibUUCfkvLHiLXjtFYSXkI/gQEaZEqhuoGDoGklB3oreYWAnbB+vTCfdMfrCUWBnEfCUvs4zf/denVeAIKXY6oLyzsAgoDk6dr8KtutODZQj23qdlP2r8WNGjwJzvKtlZYJjws1juHHn3B9Hd32bWWlfc3D+fpPM0eDJO+CSay9aka8Cemyq8UfSt368gUulj8EmBQ6ByTJzHTg4tVw8dyaDKgmQnLldeyeHa2EHtgJJTkn5bwXKpDm2IygR+y493XwXBAzOvvLkGGeLklZoarEgqxmpKxPFRbJsggpm2lpUtR4MMxMIvTGhwtkfYYpJTauSkbPMvRYIR0YFOsTDLamSIcWrFOorrABqrGBLk1QNJRh5AuMqieUzZKY6L0CCjZ1bnOSa8XOeifiQGRkcm+RC1GTtIB2jiHfwtkJG+uS+IjRok/mVJQSX3WhfVMoF0YBCVeD6angAVC+TbO7Ps3W07qUh6nqaGlbbaSagCrHYJg4wQ1RZqqedh6AmupZGeO8FlLOarUCWMpPvXICl2shFTBU5+KSey4SQtJHSJQ0WSOUEd5tAhL/XFkhm3Klr0wK+X6FbFGe6bJLOPTUDnQpSq3puAoWBvZ9TxeqkJCV6SoUc/J+9Ha5UEzi2CgLK/1GGFAdoJgDyll5j1aEXJtzx2rWc2uO80YGT9+GIArvKUT0JKwNp7WS8Hn+JC7Hy1rLVpQ6tn5wD3IQvt6SnZCqTQHWzMj3204Bq0b4YhWvQsvz0Np44ruPKTYFsR8/NbZZ7bmdXL5axvFqXgnlDtCI+U56VVaMYbLsiVDnFCh2FR4k3pDJc5m8X77iwZ93ocJvaixeBFQI8XyvYNgESAaQrHcLdA5IWKGYU0FBSAa2NWEDqFnrgnCiEL8nw6AKIDivj66z3FlJGZkqDahylnRpg6KQLrs2x64zobj0CSAKFmRLg9OOayHE9kXwlLMKyVCHjpO+/DBbNMgPVrLOvMJokwI9BqiEQR0FVTA6I/FamNlMEtgSQjq0yA5LTL1+LFwsv8HOpwqxPMNrkjjK5dQpRiEUIolynpxJchMUKKnPzecPMBHIlSaKUkKBTIqce95XOvjeFLAcPBMtlFY8VIqgPJOirtkxUcm9sJkkEarS5xCIouNzJEzumR8V2DFdeg8JANfZEkj7Fazbt6okBBBKVP05+etn/TV1HRunlFVSaaGgAOUqZ0rJk8kPS/UCCDA5hOSrD6TLbrvKeacuYOgBIRnJGIW4iZEtyn0DKWhiGJ/E6HhCqhmSfiVdXpkPNU0YTvUirDib+k+LugLC9Q2ZhNl9CUCzK491EhCrG9aG01pJWAHm1kPsww3yG0RoecIef+beam0+BIqlAsDHCLxuYai2on3MDgjljL6PQ2AenBCqKxgVaeJ/v3yC9SwoDKstO9oDfDwPeFMZ8srCapPEpJDXDFKulNEoiaMaCkmHrfAE0FYsCBLmgPxPhQIMQY8JMzsJo3NEaZl/QNokm1ziqv3zZeKninDu35eO1ZCwfG4inQoNsP7+Eaiw4EyhnE1Q9lSIj+uxDYlt1rMnujbPurCwmlDNplKi5izDxQsTdA5a5IctZg5XtbC0FnpYSf6CteLq18rVvquarrgj3gw1sIFrAQBgWJj/4JSW0sezgceelyM/wNAlsHyuDomX2bJUFygDZAuMokdIB2KFDjdrgDoAyzY2k/yBziGL2V1VIHsysxIWSYayL+9F4wwhQZGYYTq+myQHLgAp29NBoKqKhUwJgB6JBwSuBNR0RDGiSiFdrqAyCzKE7HABm+u63l/ViooeVEGBY09YBUilRaqdZ0cjXSqDklfOpY4GG6GdMysgGUqzIz0qkS5LvoV1TZ/IsWHqhIRx0SV8luvS4DlJBq5iAwitsQMtt7HSzMrxPIT21E5BCL0g2IZyVz02QXfQTsEACU33eF1NeCRllfI+9nYzTCY5Ed09hOFWxngTgzMLNZJtOLPQyxq9nQqzOw32fq9Cb5dGdpjRP58w3mBhO3LtvZePmNp50ZNljlzPX5PL5Xlt/EYIOV9sxUDQOHWhhlOZuPi6170Ob37zm7Ft2zbcfffd+KVf+iX84z/+49R1f/7nfx5XX301nvnMZwIA7rzzTrztbW9rrX/DDTfg537u51rbffrTn8aP/MiPPL4BHgPOLCVBuZfEM4fZCcHc8iw0/jeqzTPgSwAnt6GmW7xWLOQFmybE3fo8MQ7/e3MMjfhei1hocpvw9xqf+tUwTZ+YPG7Ty9JYRr5U0ZLjO0AoX2x7MHiV/VK4VnogdfCqIow3SnKZYqCcI5Q94UZIl2VyEl4ExqHLUqTLjLTP6O0xQbiVMwlSW4kVW7lmPL4fg4FjO2SYRAUrnTIdhL/JCTaRMjbWYsn1tyksn6+Q9BOUswAnACsgXc6RDBhpX4RCMmLha3DMhr4MLST2VZK85qtNyIqL36YKSD3/gXSZHK1XGK8jVDMSOrEVBfY/Vt6d72v0xapM+gaqtOh0674EumAU6zRUKa2MTUcFKmc9ciQ9BIDauRatskJdx7YBhJg3CMGTAgDDrTmqLqHsEWYecyRLJNUi+UEJg9hE8j6ETthi+KSOlFMODHQoh1TCilhIfojtJsGKT/pVfUCXgyBeD5dUaJwVndSPmg+jlF2Fsgd0D4qSpypGNeNKP60I+rRvGqRLFMIMgceCIH0oKiseo9zRdjvyJR0UC5dw6zyVJtcurEF1qW0B6ISQLXnFk5EtOhbH0ockpEX1YItGfkgU6fEmt74BaCTeieE5QDGvAWUx3AKMN0iiLwig0ieM1t6+SU6YFgtsw3sQkpPd/EaNxOPAyeU8ieTyVYyzDs6mvISrrroK1113Ha655hrccccdeOMb34hbbrkFT3va07Bv374V67/4xS/Gxz72MXzhC1/AaDTCW97yFnzmM5/BM57xDOzatSusd/PNN+NVr3pV+D4ej0/qeZz2SsKt/OcAgB9SPyULJqxTdqGCFW2QG0LLT6yTWnG9Aqa75bh+kUIpY3Ndb2E3X7RJTC7zCsiRjP8TrSAcq0diIh+jMWu0rusKrXuaJ+RoQ6rg2AgBaGnjrFwsVsiTxDI0uSSPpcuMwTZyPRlcG2AWYVb2NHSh3P0C1MgCrGA60lyHHMFROasDg2BgjHSZ/kFAOm+UyQHTcRN2BtiMUfUYVClXYcNIRuQqMxCEjPIsyJ6OOAgTx9ZYSemcUIxL34S0qJyyIwLXXweZpNEoLQR0KQqQTSQhUxUmMAQGAh8W7wQg1r1NAE89TFyThQWmRkCWNRk7qT5+UymA284/D1WXXLklgiLiSyWpslLx0UmgihKwtsFTINUXvtMhgDqMoGraYeU6JQolsFw34VmoezcAtWAO3xP/3nK4X6zqDpbakTZJuSvX4QKG/O337R9r5wVhcgmnug6RhWMrcha2W+4VBM/aOcHvIARM4jmwiSt7rOTa2kSURX/vm/OI9z6YLsN0naI7w2gGa1ZMZ6vNTeHjlVv/p1diCIGgDfKchPBsmAdPkkFzjBBPwlHmtmPYBwDMzc21lo/HYxRFMXWbN73pTbj++uvxkY98BABwzTXX4Ed/9Efx6le/Gu95z3tWrP+zP/uzre8///M/j5/8yZ/EFVdcgT/+4z9uHXPv3r1rOJvjw2mvJExFYxLz8XC2E5py48EGQaoJGgmP/uGvuw+6j6s8aCf4uFWI2kyKgJNK7vi2PVGtiOn74zQIhOqFJwktwb/Ky7xanLJBtuIT1ZiB0I/eK0jTPDjThlJSCAeRFatHWjj7agS4SVMsMl0w+ucRiJ1iMJbfdekIh1x9usmlra8XzOlSAXAG01EYbtLoVQwaWSxdoNB9jKWVc6JglVj1qmBkC6UI7lyjmEugSyAZyolt+JZMvwe/S2PDNw10wdLJb9kIh/+wqkMKLIJNjcWNbjMNcglxnCpp5+yyADlVSIYV1LAC5xqdg0YaUCmgnFHhdoVkwZLROVBhtDmFyYDOvpEIPkcgpCopJWRN0g3RWaRp3war2+qadtwnyrGv9ydyQhXhuihyYQAt+1VFbe2CJHFRF0C+JK5+792RqgYV1gvXhxjd3UNUsxmK9QnG6xNkSwZpX9ptI3guJtPv3eOoCLpfglINLhUKLT0VrJbz8bkQ5axjWxwD3QOu0VKXUMwnyJasO9e6LbOHMtYlwrlr4EoZiYFyNgEnkmNRzor0TvpGnj0rISZJZJRrFBQEBRcKEm9H1SGM11N4npeepFDNirKgRyTcIDkD2jaUc4RwJ0+bY6a9g5Pvppr4zb3LLSWQ0SJra/aGYY3gkQ2hRWIpeXY4FV6EE5m4uHPnztbyd7zjHbj22mtXrJ+mKZ73vOfh3e9+d2MfjFtvvRU7duw4pmPOzMwgTVMcPHiwtfzFL34x9u7di0OHDuFzn/scfu3Xfm3FOicSZ5aSoAieyW9Fna8CWNkWQU/wMjTDBuFFYyBpeAiAhvXGbVdcw1vQVDZALLF1v95krkGT3OhY4NedPPakO7+J5m9TvSE0fXlz/eCfnTiuD4sALSbGMNbm/5PnMLmMCZxZ0Fgh6etA0uPr6z2UAXRfcgVMRpjZzSEpcWa3NDBKXElaf3sKVoTuvjpvgDVhdE5XJu2hRZYQls5LYDqEmT0W+YKFHhmoilGsT1D0FMpZwpyzOlkR1j1gUcyL8pEucahx33ivgR5LfkN3qQzkSpLBLyfOrqyUUw12+zMdDWUYyXIJKg1MN4XpSvWD6SZgraAHBVRhoZ1nw2RShVDOKEnIHFokfekcmC0aZIsQC9uFTZKBkSRAltBAavxk3nwfIPkDqSTkkZH9+ph6+7lCSNIjl4wauhF64iANzDxWSWiiQ1g+L0N+2EqeguXgpbFavAnkekN4s00VLlzihLsyjum0+ZgRiWIwNjC5RjmXYnx+xz074rmxzitRdQnZoihIQq8tZa16bKFKBdVocU2VdKrUYwOTuhwW1+zJv+/KyvzBiQIVBsnAhHBEfrgMJZVyMjJoXXi+DeeBqay0g/Z5HgboHDRI+3K+qmDM7lQYbCMMt4i3yhvr8J42NK6Jm58m71Xrmvn5y5Ut+3cwJFYzGs3omvTqbj5sVCIx1waVhG6dwgqf6MvgFQ/P6YvzzjsPS0tL4ftqrv7NmzcjSZIVFv/evXtx2WWXHdOx3vOe92DXrl249dZbw7JPf/rT+Iu/+As8+OCDeMpTnoJ3vetduPnmm7Fjxw5Ye3Ku82mvJLz4h96N5HNfXvmDt2g9GoK7FoIID/qKbf3/4YHnljIQtsfEMjReJE8W5I8/eYzmZ6q2Tyv23XL/MZxCRO3zam3TUAImxx/2OSG1p4Y7uHEu085n2rExZT+NdSbHowBOGDZlKDhPjpJsbD30fQ9EYCkwuHJhCDe5aiteBKrEA1DMiRDrHKS6TM+VLcJNYjYRK84mQDpkmI50KASk5W/Vlf4OnqTH5DIJ2kRCDvlhGZfn8wdJboAeSVwhNBJyWfOBmjtcx/YF8kLGZAqjTRrJUAX2RC/AwHAdAeU8k5EVIWPdMusIfzpJcGUDcAIYgKNQluSA+l43KxBYu0fKce14vgF/q6VlsQtbWEA18xUsQOA6PGBrMizvNbB6Qkg1nhV2VQ++zbX0ImDx4vmLp2oFx+uv8oVDCES5TousnJA37rElBKXDyy8m3wipHod1ng5fpolG+MJfD/b30F9XhrA6ujLfoIP7++/pqf1+/PVp6OMwjGTAIaE2W7YoljWSHsF0ANvKuXLjd/fPGxFTad7hFIHm/Ddt7pkE1RdlmgLCxG1COD9vKm88HGHfTwBOxBD89ktLSy0l4WThLW95C17xilfgxS9+cUsRuemmm8LfX/3qV/GVr3wFDzzwAF784hfjc5/73EkZy3H7fn7gB34An/rUp7Bz504wM17+8pevWOfaa6/Frl27MBgM8NnPfhaXXHJJ6/cNGzbgox/9KBYWFnDo0CF8+MMfRq/XO+7B/+ptP4oHfhYg3TDRvaXtEufq3geNFyOs6yxhxWIVN1pEEzsWO0Pt0ARqzwMT18pDExZC/lM2+q1TY32/yEhZYM0S2fj4yoDm/3DLLYEaFQAt63ziRW1NAs2PP/8mGmMlzeGDhuVQX7fGOJvjb2La5LNCEWruk4Hcws5VsBm7kjxgtKkuxVOGA29D4mq/W/FY3xGQJMmxWAepZrAcOgUCQDlDGG5SKGbJJaeJkB9uVFi8UOPwJRrDzYRijlB1ZXI3GWG0TmE8L+7gYl72lfYNssUqCB2quLY6dR0/p8q6plGNATO7lsSOhyBLhNWwq7B4ocJgi0IxrzE8J5N6fwvnJrdIB+L5SBeN6xdAkgBoRHgV6zOUs0moKpBqBhsudd3Nj0L3yxVKSyLueWKGGpVQozK0v/Y9LZKR9H1I+lVIHCRX929ylzxYMbK+bGMzhWIudX0lNHxras+uWHV0aFEdqJndNVXjCnpUgYp2rwWbCbGSHlsp8VwyyBYqpP0K6bIQC3UPSBKnhGDICWeuz9FIKCrpC3Om6SauqZbkA5jmmCor16MwNX22L790vRuqGS2ET0BdYjvxLvjz9n0tmhwQemyghxXSxQqdwxb5QeHbUIVX+qh2BrowKFUEVTa1JgeL2uvg/m4K/NAt1isrpuEd4Pb7TZWbf4z7+NJvoK3sfAcoCABCuGGtn+PB/v37UVUVtm7d2lq+detW7Nmz54jb/of/8B/wH//jf8QP//AP45577jniug8++CD27du3QsaeSBy3J6HX6+Huu+/Gf/tv/w3/43/8jxW//+qv/ire8IY34JWvfCUefPBB/OZv/iZuueUWPP3pTw8a0Z/8yZ9g+/bteOlLX4o0TXHDDTfgQx/6EH7mZ37muMbyjeWtyHZl7YWMlhDjSQEH1EKvKVCtVwom1m1o5D6U4BWD4GZrxu2a7ydxw23nF9UvXGjM5MfCqBWSyTGTs9Cayo57sblC22MxqQxMJmK2rpXbZiKPouVc8ZNA04rwk8ekh6UZqpicIPxvTRfp5NDcNnbGgEoFLuUaL1/MoJIwOJigmvHMexJu8Il6W+4aSlJhqiS2fFgUiqornQ+TZYP84BhMBLU5h000OodMbU1qci17AVsB848YWA0MNymUMwq6ZMzsN1i4KEHnoNSyd/e7MsVUzKZ0qQRsXdZoUgXT1UiAYBGbVCGpRGD58EI1l2KwJUc6lDCCyYCtd5YSntBSleEz7m0i7mzJcqfgtdCACLdciILS5cp1TWRJ9vMlnkYIgkSJdh6ChlXuYRNCMnSCPVHAbBaYECUHwra28QyKVNnghWjeVz30OSJyPbNFg2QsDIzlbArbras8kqEsNx0NzrUoiI4p0TNiqkqolq3v+OiencRVr1QzwiCpKpZWzZUFFXUcf7ze0WlXjPxAAWKpOBAabq57cbBwKRTrE+HZcMRPpqMlwdEwivWZ67RpgdzxYbh9e++PXCvfDMt5WioGgUHsqiPc9TWpQtVNYOfkflkt7+DcIwyTi5erfy5DGQpOx6aSL4qEvJ82r+cgX8Ytr6i/cSL4wzvp3lE/DwVlIsxTrirI8S4ED1DC0ka98h4kt75WsOxu7FmCsixx55134oorrsBf/uVfAgCICFdccQU+8IEPrLrdm9/8Zvyn//Sf8LKXvQx33nnnUY9z3nnnYdOmTdi9e/cJG/skjltJ+PSnP41Pf/rTq/7+xje+Eb/1W7+FT33qUwCAq6++Gnv37sVP/MRP4KabbsJll12GH/mRH8Hzn//8cBF+6Zd+Cf/rf/0v/Mqv/MpxnewL1j2MrzxzTvxaPnd3QrCuusz/zfX/7MqAml0cW5Y/U+1FQEMIUt1SdmryX8PSb9JGN8exoqKiuY4b3woipuZX77pt5g348UyUKobtgudkFXV/cl9Nj0xz39MshtWSHf1vTSVimqJAYt0wubI+zaCUULCSv42EdFhL0pm4Yes2wNmSgdUaJhNry6QEuy5BsU54EkwuZYLFXBImNHL5A6pk9Pa4GL8rMdSFZJqTZXQOiQWtS25fWsPOte4SETW5mn9XE58pmEwaJvkugYoQwgHJmF0WO4IC4C1NVVpp8QwgP1yGZEfSdbviQGZUMZT1zIkq/B4ur67ZBwHUrndHOcysxMmgagKp0EMiWIgNweOWEVArCEAQRjYhcE5Il71yzciWnVVPklgpwrHulAlAOBFcpUfwfvjnRRGsI6qymffUOMrlQQXKRFFqPZeOz4C1XHtfweLzXnxSYwhJuIoJH6IarVPojVzehCdkcgRaAGpvlTcUSOYP5YV+T7ukURu6TnLiCJkYIVlWFdaFnWQcNnPcHWOg6orSazpS4dNs5hTmiUo8cBJeQ3hXpnobJ5SLFZ5IoB1unUAr3cAZWqE5HGTONPoUd4E8ER6Nx7H9ddddhxtvvBFf+tKX8MUvfhFvfOMb0ev1cMMNNwAAbrzxRuzcuRNve9vbAIiB/c53vhM//dM/jYceeih4IZaXl9Hv99Hr9fD2t78dn/jEJ7Bnzx485SlPwXvf+17cd999uOWWW9Z4gqvjhOYkXHzxxdi+fXsr0WJxcRF33HEHduzYgZtuugk7duzAoUOHWlrSrbfeCmstLr/8cnzyk59csd8sy5Dnefjuy1B+bPar2P5dj+B6TCSCeEHYEM6rIqzHtdbcVASA2gpA7ZJrWfRAbWUTVleYg4XfENwOrZ4Tzfj+CuFb72tSgeEprG5tNwbVnhFiUFJbVey7LE4mH056FJrn5umWp+V+rOa9aO5rIiG0dX6MkIDKzrvDmmF6FqhIYuDNvgFaiHO8mzs7WMCmOUpWMCmh6iiYTIiYxptEyVAlMDrHBksqGQLpItBdBmbvX4aZz2ByLQ2hhibEiGceo7pvgc8TmEjuIx8WccvVqITNclE4nLeAtLjIrSMISvrSihgsIZNqRgkFsxPo43nJhO/sdxarrhUAqRJwDH9OaJXzich2tz/f8pjJcQtocaHbVAXOBjjHg5VGHI49UBo1oakEAYEZMYzBHSfkCoQERs9MKa2Nxa1fhnyJKtdI+46EylWQBEpj1yRK8jm43i8kxOBLA8GO2tmyVI4YhiqVS1iumRG9Sz+UR3rlDhCFMFPQYxOeyUBFnSmU8wTeD6BEzbZpalZF1Qgb+UccmsCV7Hc8Lwm5aR8uh8aECgeyNY8CVRSYL1nVy/UIGG2W8BcnQu5kU4R7YFNRqEWZYCCF670iN50VHHGcv57UmHeo/m2iooHBrpFW06iQ/fnGYl7ZCs+/f4ctQtnvKcMJqG5YNTH8CPj4xz+OLVu24J3vfCe2bduGu+66C1deeSUee+wxAMCTnvSkVrLha1/7WuR5jk984hOt/fgKCmMMnv3sZ+OVr3wl1q9fj127duEzn/kMfv3Xf33VMswTgROqJGzbtg0ApmZ0+t+2bdsWLpKHMQYHDx4M60zirW99K97xjnesWH5ROos7R40FrsMbdEMA+cYlTQt6Es3lDYWhtQyQh62pOAQNfkI4twQgrdyff4MmrfTmMZpufCecp3obUCsVzd9biUuMuurD5RgQwREeTVhbE2NZoQT43xmSD+HLnJT73tzfpJJBaPdkaO5vBTeFTGxUEfSyAicMPSL0vg2MNzjLewR0DlpxWZcMWMegWEj3xnTJQI9EWD/23BR6DKy736B7gNDfThhst+I9qoSQadM9EudXJcPMZ3UugQsfCMu+eAVC6Z6zauFZATMFNhQY/JRhqOUKnGrofolkWUopTTcVl7RTcspZjcFmhZl9VioVhlVgiTS5xmhTipnHqtC+OVl0D75yrZXds6JHlSTcpU6BcPwMVEnTIyF4EuIiCwVKpOMhIIl6vkzSKxS+ORIgVjhV8rE+KTKpFQIfuxdLkqGHBjZXICOlhhKOEKVhvDmDKuQZL2ZFMdKFrT0n1kJD3P/+3fUttb3nA85y14ul83bIJSnn8xDaCS2eWZ5Rmzk2yLFFuiy/+VwVVYhCxlQrJGpkMNzWgU2A7LAooOWcxnCTwtyjVeB+SPplCH2Ucxp65JQGBop10qQrHQgLpA+ZlL1ElKNhiaqXIF2uO0aaXNp5m1y6TQIInoX137LoHqhQ9rSEg6yE3BaflIBJ8mv651KYc4r1AJXuEXGU0QQ/NdXKUqvSxad5ebeKS8Rs0tmvcEA2PBHsvzuPTckJDJdy7Z/gMshTybj4wQ9+EB/84Aen/vaSl7yk9f3iiy8+4r5GoxGuvPLKxzeQNeC0qG5497vfjeuuuy58n5ubw86dO/HDX/1x7P3rDdhm7pi+YVBnsVJYrXbTp8nhsIzby1bTLlsZwJMKxJSxHAl+rJ5O2k78hrYXYoUrEbItNAOJrb0kqwnyFUJ+ygAb3oywjZlyXpMeHe+HbnoNghJVTz5+hgmJoyTESqoQ4ZAMxNWaLTFS1xIZDCQjI5NrV2h6lUsg65+ToPuYsNkBQJULF/7so8oJaMAmjNEGsegStjBZ6lgUxeWeLpvajWpYmn15Hv+xEevUMzYCIsDGxp23KBGsVW2ZjytwpUJralUyZvbXAtlqhcFFOZKR5CJky8aV6lnAAKaXwbv9iRlWSVdGSqU7JZUWqZVcApsqlOuk0Q8ZCH+Et6yNJE6G22YsSNfCVZUmZN/bxLn/G+EHVhS8EwAcv4V4NaiqhQ1Zp3gQWnF5Ysi5NRIRA9mSZYDqcAoYgFNKgufG2wKJV4pYuCYgxwkhE7joB/kKBAtd1L9xQiHfwvdhAIkHIF2qkPYpcG6QBTqHvNXtwjRayTkbhhqztJpmRtVNpITTxe/1yIayV9aAcaES7y0ilnJVH1rSrn8GWSBflGNmSxJS8eEaHxLLFzjMBZ2D7lllODpp+bvsQfo2pBPvdONdJQBUyXcGufbhAJFcG/+O0kTCcniFVX1sdoqqOovyEc40nFAlwWdtTmZwbt26FXfddVdY55xzzmltp7XGxo0bV836LIpiqjvli//q/dhRvRyWj+EB9MKvqf5OCrsV2zR+n7rOhLdgGoI34CjH8PuZ/C249xwUtX+bPNbk8QjwDZNIsYQVpgr+VZSDyeOsouBQ1XBdTvwWzoFQe3Zax2wuaxzDOFclAWos3e+k0Q5DFxCrv6qPSRWDZ8Q1nC4hCBuTAzP7bKi3N7nUyncPMqwGBlsVyjnHYLfgLGKXDMkT977FiOfL2Yyz5rS4tX2Jm3KtmQFIboKzvMkyaOyErOcasIx02aLqirC3mVAwA+JmToZGSuuYpZlU7sISY0cZ7Cw8TgjkXPqwDHiyntRlvVtX5ueEIABpquQ8IpKXwE6/5uAhCecA1wHScZIwCV8AB421FrKcNoQ712RGUBwqI6RSgFpljq3nbOK9ke6Lzvr3yoMvU3TPDBUcYvVMCEmkzK4hlKmfNW9H2ESJIAvvjSt5zZQonJUI92qr9MLIFk07yTOr+VCUq/zw14cq77kTL0LVdX00Skfu5PIUmiyQgJRwkmVUOUFX7LwGShQQw1BVBdNJYN31ToYuRycVWmdy2+uRCu8JkzCNIg13rL7EDePJl8OS53KxfoUGuLHEv7cTc4UjwZTn+JT1bjhxZEpnI06okvDggw9i9+7duOKKK3D33XcDEKv/8ssvx+///u8DAG677TZs2LABz33uc/HlLwu/wQ/+4A9CKYU77ljFI3AE2JFzuxIFchYAbaEHTFcOeMVrMl3gT1YONJcBE56Did+ax15N2DbXmzz+pBIxua9VvRmNfboqCq5UrQD4F9q/3Kt5DCYUHOJGbHKi2qKV6NmsYPB/eCWtub9gjdS13cQE1VehnTMIyA4TsgVGvmihR8JnMFovMe1kIARI5WwSOP+JJZ6cjAzO+dIIppfCEwQtPLmLtA/M7C3EFbyPkC1CrHZHapMO66qFasbF7WElEavR60A6D0oGHFVcW6qWMd7UQTKsoPslxhs78B0IOQFMJjk22aKR5EpN4B45umSZpNc9WCLpVyLEnaUMRYEt0BP+WALUWDL+TTeVR0RJo6NyVh6Emd1jVD0JEdiOxPxtIoJQlTbE3ptlomCAXHzdaherBwLJEyA00GpswDOpI1cCssNVKHUs56R9tnLcFeyeuaRfuXfWWfHOwyCJfXK+JlXCVum6Y1Y9jXShDNUc1WwWiI58aaMoeE4pcFTJcp4AKxUqRYjZhQUs0sUSxXpfYsoyNmagkvvIqUKVuXJGEk4MyQmRY5lOXebpn23TdSEUF8rxypJ1ISZRCiv4bpPVjHT5tClhtDFzz6EoG50DzjPiQgUhORKODMrdrmKdEFLlCwbFvIYuOBA8AcLk2D+P26LeC3L3zgalyTWUaibmhvUb+nz4v5lA6dfx9/tUy9fw4K1xH2cpHlcJZLMm8+KLL8ZznvMcHDx4EI8++ije//7349d+7dfwrW99K5RA7tq1KyQkfv3rX8fNN9+M66+/Htdccw3SNMUHPvAB/Nmf/dnjKuMIvRvI9W7wMfIp8n8FpuUS+P+bwnjSyl1NoAarkdvrtdzoRzj+5DiO97ewX0xPpGyOw64ypollKzq/+d+5oSA0rIhmdcgR4ffrcxRsrWRI1YIkYXm9qeqJQpEO6vPPl1ia7wChbE2y48VNrHzsPdWwiTQyqjoKszstsgUpsbNJKjTMy4TlczXISFldtTnBcDMh7TPmHqlgOgrFnHSWnHu0cGOXsQi/gcJ4nXRDTEaMzv4CybACrJAaUWXBuXgJ0kUDnUoGe9VVoVWyJ2vSY5nc1diEfAhOhWYajj2x6iVApkKIwwvE7JCUGYv7nZE4IiZfrw8Wj4eqGNoyuKJQ+++9Nt5Frwy7kkECNOSYzs3v2RGlIRWFHhG+wkJCRBZUubbaGtLOmXzCG4OcB5BKC5trKfNTBMsqCE9f3shESBck98D0UqhhJUoSmiyJHEoo4ZgtrfPSoKJQdsipeKS08+aYmUQqCFxZXzmXSn6CsUj6FYr1WQgV6FHtVQmdMLnhPYAoUb6RV+3hcOsmovxq06iIglzzYr08P6p0ia1KXuPx+hR6ZJGMDGxG4LFsZ7oJVOFKaR3xlBfMaV8UF68s+FcuGSl5vxRCBYS8MW0Q4EixasVhEuT+IaAVvpy2voU6q5o7nUk4biXh+c9/Pv72b/82fH/f+94HAPjIRz6CV73qVXjve9+LXq+HD33oQ1i/fj3+4R/+AVdeeWWLNepnfuZn8IEPfAB/8zd/A2stPvGJT+ANb3jD2s+mCW8lryZTJx/6ydK+1TAppL1l7E0kf+zmfo5VCz0R2uqkcsNUkx1NHMNnJteHry35lbullb8f6fquet2nXT9nSaJB6OL0NCprfcezAPpj+y59fiYTN60recw11EhcwjbXUpvf0xhtICQDqYQobSpZ6WPRcsgqaaDkasbZu4sto3LNoKyu3cHB+vUVFqmMS/5W0KOq5g5wLlthZqygSlEshP3RnVfFwulVWOdSdtZxqlB1NBJfgeDIknwZnio5MEJWvTQIK6nRF0FsdeP5VO5vbpyLBQieQtpdUl/fT2IJW0cOBTgSK8eoR+4aUcMjARbhXCtu7lZ7Gl+gVQVhHdNkTcbDLaVWWUlINb00VGMAqJtJeQpkL6i5zg0RwjIRotyY8XxjKO95IFdq6csj2RKUtaEvhb+m9cmgjtU3rhezsDx6hatFouRzMVzJrWxYK8PyvME9jwgKFmt3jXzFiBLuj2xBEmlhGMoY+DAJF67U018rlvBFsgyXwwBUCbe9iY1HxHsY/LMRrlnjtvh3AJNfufHlBBjxa8WpTFw8E3DcSsLf/d3fCQXnEfD2t78db3/721f9/dChQ8dNnDQNL6GfwICG7YUWTjBy26IGVj6tzRvfivs39rWivG9CEWjup+nGb3ozWorECUBzrJMvrK808N6C5v+MVSskZPMJ78KEN2aa8lAfd8oyjwlSndY6zX0qAIUjgmGCHohAz5Y4tEfWY2FGNB2F8ToVhLzvtwB4qywBWASm6WqUMwrDzQrLFzJM1yJZVsgPamz/331UsymqGYX5hyscujQFCDjnSwPMPyCWX9XVGG1SSJcZs3ukI6Mw/lnYPJEqhoqFc3+pch4CjWTZAomCdRZjMhSrT42l2gHMSBkYbU7l776VRlJAyC3wbvfx+gSqdIRAvllQrmC6CunSGHosxzx4WY50IMltM7uHdS8Ew7AzKWymUKWqTgBUBF3Wrn81NiHvhUoTWjJTaZE4S51JlBMyDHJKkyokedNzFrBlWK3Eda+8MkUuD8EGD4FNFYo5T14kFRF6WAXliAobWkhzrh3ZkbTuTobC/KhG1oVjOHg4fC4CuUZfXomhsXvkXPkn3COoCg5lolRacKpczwm57mxFsVQlQ48N1KgUIaxVCO3okeN+cCyoNlOougrZYlUn1/Z9+AGB5Mp7FPLShgqOdNkruEq8FwRUvUb78pkEC0/WWPeAUINTaVH1JElSj1z1DSRRdTyvhMbbMOa+bVHlhHJWcnCmz2Oo55DwniJcq5YygVqpqjk0ECoxfGjSgGDBK9rXPCHw41rrPs5SnBbVDceMBrMZgFpAArUABVb62CYFmrewm0rBZFxrUsFoKiPTSgtbbDDAmhQGnvJmU+O3EkExWK0n/FRLf4V3BW1vQeP/wAG/yv5qOuxVjhFSzr3Z6pZrwHYYrCzgkqyKdUB+WBQErwioipEOnGBxlnez3C1bqKCHMjnr0kKVCYo5gskZ6YJC5wCh+5iF6SQYbk4w2qhQzMmEm/aB0Tk5qo7QMo82SYe+bEEmeXLtejnVwYJnkqQ0QFzPWWmxcGkPNpXfsmWLtG+hRxS8G+yqBPLDrpDcJwm6JD6bJwAzkqHBzF6Jg9tUYuNJX87Pn693b8/tNIG22qYa3CUnnIQJMhAOjW3NIZA0LemabdN7anyHT09W5bkowi11QpKdpasdGZDpKugxheoIyS+Q/A5dyP3S1qA7NtIW2zJ0v5TrquoEUCE1EkbC7OBIBDPcNUxFOlUz2iXziXAPpalAYCvEjJb7x+zKPRk0dtwMmRYPz7CCmc9c3oKrNqEk3CtyipBNc1GMfNLgcunyJhJUTpmQnIRGGMJVvthcw2QK+YERrHbPAcEpQ+61KGRcqpJzs6kcJz9Uhv1tvkeafvmwR7pUwre79mELPa6gh4RqVqPKFUwmeSf5gvAs9M+TdwJoCnbUOQXhhW684t6L5F9bP7U15gJVop5/ICWQ6pQnJ0Q8HpzWSsLn+ZO4HC+TLyuaNFFtwQPuiZ5QDtD8De2nHo1lQFvA+/1P24dXRtaaV/B44L0o3mMwTTlAY1nr/FbZ5zRFClO8Ci3nRkNBaCltK3aywgvBjWVSpiXX0iaStT2eV8gXfQ2/ZHDDX27v+7a+LNEdphJiIptIOVi6RNJApwJGm7zyIBNbMnBVEwXDzEsjIr888Sx5vlLBxe6DcmJt6zkk60iecgJZhWRUVwr4eL6P41vn9q6AQM3LRKGiYfKyNe8JKwVoCjX4vjuj70lgtbimpUNluyIk7Cfowl65bCgBRKCmCejDMH6bpHaDy7gBn3tgMu/tqZU4ZawjZFLwaXQhdu8YFlsJcopkeeWUMFc1QkY5/o/2ur6ssEmcxAlcUyuE51IVnqW1loDkykfD9XDcD6C6XbZcMidYyR2/QkO5qu+Tct4BX5rp77s/1zDGxrvht/EKiM+XUIXkHpiu0FSnS2VQmPw189fAJ89SZUFK1++CL111IY60L03SwHCspQAnrm+KezZ8w6zwRPhDirPCfWk8H+5vPZJn0pdbxuqG0xOntZIAAFAasKb+vkIBmGL9rybwXangqkI8WOuNnbU8DNxWNFrH9krLxDI/nhVpxKucQxjL5DkAof9EI04/6Rpcsc3Rnn2Fdi7CpDeiMem29tv0GBC3lBbWXPM+rAIysp2UhTFsRqhmgaqnJLY6tDVvAAlJjh5WgaBID4ww8rmKhsEWBdMldPcA6TJDl4BNgMFWHQTIuodMCF/kh8YYbegh7bMrn5RjQiEkQZpMBe9Bi6HO0ft295WgzSkGPULZI3QWasGkBqVM2IZRrcslS74rzZyUKw/MFiUMIG5vjWQoAkyPHSkQIVi43lVuSYkuzAgKQjmrsHiRRn6Q0TlsMbNrJBUOTjiGRkkWLiGvYf26XAEGOeFMtffBUTAHpkBXemkyEd5khEI4Hci4TUfLPRtWkm/hKpK8W16aTEl/Ba8k+fg7XIVDs/2yKk2oiFBFzcEguQ0cmNptKgyZie/y6Or21bgClILpJI7dUUs4yHlokCgUczlM13EwVO76VC5JEgiCnMAueVBYFzlx96WwoRolWS5F0VEEpYVSWjgtPKMhOeXFopxz1SIaKLsK+YJBdriAmUkwXlf35vCJmuQ4MThRddKpU5ptJvkRyjCUAQpHS17NSMWQLqTd+uAcBdMVpbacayiJWiYKYvk7EC25BFFPxcxNfgQNpI7PZLQRp54nYfWpJuIoOO2VhH3//nux5UNfBCkSmlqPOgNqitVPbUHn4QVZs0KiGcOfIvymhiM86Y5P9msq0NOSGVvClzCtZ0TYb720PfamxT8Z+GsoDL4XQsgAb7YKNo3r4v+3zjPgt/fUrUArd4MMtTvJhXP2wobbLyrV5xXO1cdBG9eZCVAloZiXiSxbJCxepJD0FboHLPLDcFULhJk9tQUcktGsxPE3/tMQpqNdXBdBQSrmxFOgS+nlsHSBBhlg0z8Jq53NxDLNFiVXoOrIxU0GBulihWpGI10soYpKOji6MIJNCMvnigmVLTCGWwhlVyHtJCKIXPMg202kVHBWYbBFw3SBZCDu4HSZgss7lB+mClY7t79h0MDCdlxlQOophRU4EeFtM4KqgE1fK0WYG6CcTzHcnCAZMfJDlVR5dCSM4YmGfNKcKmy7JbJ7tvTYwGQKNve9BziUG5JzqNiMoF2mfrEhk9JU18lR2jezS2T0z4grtWzwFQRvi2kkgAKO6VEEos10iPkTGGm/CgoYh3LIxvvCDCYF20ldCaMOyp6ZSVB1HBmXqybx4QqhkYbMNQCUEi+VcuWyrDRsLjkW3f2FKBuKkC6JsDa5BnnCLZacBVXYQEzlPTisCOlCIc9Rrl0LckK5LkO6VKK3qzaKyJEwmU6CqisKph4IxXXVS1HOaaiCoUcMzbIfPRKlezynkC1bmEw6opKRd1mooF1ypSEkQ6o9C075C2CEagmyktgLLUmS4/XOOzcEBjZHyUtI6ZRkJUSsAae1kvDdV78L+9aVooVP61vgrdxpnoPVLOiQ9DjNekdrojmadurj9uyTKFt+9cmV29utcMEDtRu/OZ7VjjlZiUDAitJEJ6hDVYE/P++J8MdoKUcN4Q5GoItuLF9xHtMUMr+I66ZZMBM/crO7JocYsx7LvkYbRTlIhox04JoDuUx2DpTKTgdL2+WC5EoBR5ulZ4Mew5WMicXY356iu99AD23LKUTO0vMcCUCdX+A7NAJSoZD1OWTVk9XIlsXaXT4/R7aU1rX9iZRCjjfIhKpHQOZCKt4t4IUeMaArSRIEAChJWCTr4tg+h8BASI60Dpz8fnJnRUjGdcOqai4NQtRkBM00EW5A3d3RJ4e6ZE12XrUms6FXTsouIR1ICCQZmVoZSHXNTskAKna5AkIrHeiUmVHNpIFoqeomQYHxrIrBrd7wfNhEPA+UyG+6cI2k0vq8iBkm13XlhQ/7OIbKakaSAIXh0+dvuBwDX27p9uWTLD2NdzL0VSkaVDYqDpRC0i8R+jEYgBICDFz+hfOeKLnovrdFnWsjypE/jueLkPfYhVWc3WJzHTxJ3CHokXjDmHzVCyNzf0sDMgm/KSPvpOk02CjDPIpgHIVwk7eNCGE5yNlWjW1UqxPUE4sYblgbTmslYbSxfpAB1BOns8hXrQJomqnT0PI0TOxjRUB4yvb+pXGuzSBUG+71SW/B1O0njh9e1kmhu0IH4sbwGC3ugkmvAlNdkubG16pembhELUWAawXh/2fv34Ou2666YPA35pxr7b2f2/u+556ThEsl3Z1ubVDAiukqu9B88YPyUrEKLyUWotVlgRegKbAVCSbKB/XRGIygUoAGvsZW7EaDn0gOhCjVdocg2EBz8wMTAubkXN/Lc9t7r7XmHP3HuMy59vM877klObzJWVXJed69115rrrnWmmOM3/iN35A54/lv2nm40inbuabd8+44eUySLsg9YXsd2F4jHHwU2H9i8nIzWzABqCGPGPcT8pK8KySxGJPNIxnpNAi5a1+MaRhFhXH1TBbjxmok1TjE81FSGdqgadqLoCJkQu/XcDZh+eyoxytY3B6lwmARcfragMUtQlqLDHQYGdMSmA4Zi1uExXHB4uZWejLIDaktmrW6waLkvC+VGXGjmggq1AMWeNnaQ7cNjQARcTJRoe21iDgywiBOTgiNYwII1B8IoVFfzJ02X5oKoG2TrV9E6QnTgjDtEbq1VGJ0tzbIqw6114Q8L2bk05mkIGiUvhDQ256XCvUXxrgfVJ6bEc7V6CjEb8+G3KvoDbjSeRYtgcIgjl4iCYhTCCJ3MorKG4NEDKmo4FF3Ls/WtIzSYdJkn9XRQZISVTtWdzJpeWtAGrKkqKLA/ukM7hiCCKUARFom6sgaQCG68qe190aRbpIm6RzXk75j5I69vZ7TMrrDmnvS1tHsGhVhYPQT+/H7U3VoFU0cD4TQyAFokVDiHXC1+Y4jKjJJBM6S0uPA6Gk3AvgkbpetLy/mGJ+m2z3tJKyeYfA5S6TOpVY32EO8myrY3Zro+ErSYUsELBDYvDXi7XHs9+3PY/NWMbwKgtvw9CoDaee/4KjsnHeXD7Q7Bp5fk7XEpkzSA37HgDN4fkxNTcyIhjpP3GvEO7XsMZq/mC2asDNWbvpJ2G9qykJFXwCETQADGK4z0lpyqXtPFdz630TkhaQXFo+fQtoNB+TDheTy9xLOXyPtoDlI34b1w+IQ5AWDRlW8W4mAUzoj9LcJ9/0XgZunlbSWXtyahP0+ZDF2LCkAY/sjQBUNSbJNSkTkIIauO6n8AhRZuIvWv/fHjOWtgv0PsAsrjUe9qPo1OWdDSEpPiGvpojgcJXSnkg4YjxLSmZZZZsnXh0GkfNPZhPFARIPyMqA7LShLwrBMKgXNiCRRs5zH0KECGhnd+aTGnUFjRthk5JVA8+lc+kpY86lwPCFFQn8aZDy5IO/33gxKJohlPkj+JojRzXud5/C74wF7HznGdG0pAkeT8DTCJlcnOAbklRpvRSUWz26EZ7CQXHwl8DV6BFqFYRA/7J4lQneanfyZF2Jsw8RYPr2We1K0QdP9+35/ALgAk3BiJMovfRTHEtbsqZeW4QtpQObpsb6KauVVVPSjvjeuj6BzGCbGtJ/Q396CA2H78KpydCB9THhb0J2ZRgZgAlDyHIpzGkxrBAEnr40YjoDxkFEWTeRftCwZQOlZn0dZE8PW/gZyD5h8Y9qQo1dxA5yVBUbOGDljL/T45G67C/aLPcan53ZPOwk3fzdjetUxbvzfCWy69kXhfTNGd/MA+bK/GxThEuNtBuxCm2arpLhKQ6KF63bPuXueC5H3XVCL9nN3HuiSsXODbpDzJmbnunQ+mi0AyNKZEQxwx5jxJC5UL+z896rNVm5DOMCzuaExON8hDBKxlE4W9f3HZd/zhxLS2RLxTNQQNw8vkM5Lw/SWBaufGHeuAXnJQDAnQZ6b5VMBcQuECTj+jKSqfEB/VrT3gdG8uebAJ5HPRVHyHEuUuHlogf62RHqlCzh/pMe0Chj3gLySa4iDtI1Om4K0YdVB4GqcFTGQOSKgFIRSZuqBeaEGflsQ1yKRbC2XiRmxD7ButGJA5nLX8rmlRBjDtShaFNuCbpsFRYiEcZk8hx4Bd4AM5rf3zZoOifEr6jQFJ64xka46SgDUkk9LJYUhozuFah0Qyl4PkBp0En5IiYSkPACYeqPzGlRCm1nbbUchJAJyLUa2a9QhGSRExomBrWosKHqSLZqPjLzfuT6GISDt88+JhDhaGLw0hUu5Jpog9w4BxAVhUKTEKjFybUxFOVQeRCvGxMKFMYchbrKUuarUtJEmpcV3RWBI7wcXIO9FDEfC5Vjeyn4OAEhrQegEXVCHIMo1sq4VgnJAhcGkgsGchrgGSi98BltXXGRMt/gcGjuvbL/ztnvaSehfc4r/8xt+Av+CPqt+qJFoy1FoIfKrIP5d498q//mWyev6KZMrFnJkJzPZGC6D2mfG77m21vBfls677F274FzsfLaDfjg6Ar2mS5CXmqbQecmEsCWgEHLM9aDP6Qg8x/eX7d+gOhzhan2ygBHGPWD1bMa4HzDua25+FPLdsB+8wU2Y4D0RwEDeL4KgWISkY+uP677b61oidgwsTnQops6n5X1yPHbHMGTp7TB2CcNBEM19BUq21xK21wnTvj4vk0VcUHa59gNgPc6kxtOgW4ISc2ukzykIUUzXclFyVL5CgZfzBR2n9GXQhteKLlFmpC3cScjWg4AgKQ3Ni1uLZrA0iip9EPZ+08MCUMMZIIZ3kkqHAEhOV+eQo0kal6o9oCV5YuikAsAieUCdsY49wse60cUwlMV6QQSr0YOnWrwDpzHwJ3E63JDpBZBWbPjzn9QpJU03EEnppc6pl7TauYL2wrCIX5s4WaqKolSJAPCW3hwqn8Q2jnVsNKI6DFORdCCLgFXpI6ANomY8CeU4zJxtiOLkuJJ5KGfk+3IEUKSJWtmIsecOKIo6mvaG7C/rI2VxFOQ9E4d62pPqCH8/SOYw6sWFC7DnJ2Fr7udLOsan6XZPOwmb2yu899nfDeB0HsE3hvF5Owj2dyGJljXyLCuN7EbC3uMBmwcZeVnQnQTsfVRenvXDLCVDbd7fD3j52J/PuO66tT95PgaY4A6O/TysZdEn0rSDogwuB6tRAycGTcGNKk016p+lB3aH6OmHS8Zi/9397cyR0UVsmUFjQAnAdlWwuJUwrYCz1wD9zxEWtzL2nhCol5MYr6Pf3GD9kKQcls+OePpzF9jexxiPiqRIJkIYwswZG67Jtadz4P5fmTAtA+LIWNwa0d1cI+/3GK712h1Q5qA7yfD8ukkFM3tfAMoFac2KfOhiuiEc/WbB4vYkhnQhC2fIatSnIoQ3nxPJ4w83eqlWGKru/+J2Rn9ncK6C568Bye0zpAfENqPsdcgHCcO1iNXTI8K5kAndEDPj2s0BrDyG3Xeqvz04gsIUEYpEyWEQlUaOQZQHNQ2T+yiEvVIVAUsvFQLLp7Wrq0byNvZpv/MW27PeBpEw7kesntwgng0oqw6lT26AHb0Y5DzGwehOFfbvQi1LnCRVxJP06SiL6M2RwshYPLNBgqAS3AchOJIS/rg6RMNhj7jJoqSpAlJSrmqMVkGEZE4KupNBkKU+Cj/hdEQYglZYKAISgGkZ/N0KihhNewHDPmFz3wrLmxn9ifBiwAwaJJ1holh2LwHonEZJhUyMuC44eEKcrdwT0oZRenGq1w+Tlk9CkI8tASUov0PeESHuShtwqKMQt1ASLBRRA4ZrkNbsLE7ChjsUFHT0yU414BUn4SVu97ST8Pr/aYsnFq/DYvpZ96ABVAMGjZLbzy/Z2BQTA4DAWP5Wj+5EStHOXiOkn7QBFjcZ3akskP2pNhciYHFHJIK39wHbB/NzGu3n6o1wYaw7iMTFH9/9fOgKKBVQYJSzDt3tiO4OzXTsOVw8Dms0z4oyWLRg/eXDGDEeFkk72G/thbzbmHa/u2zfnbngVP99/io1golx+/URaRMR14zrvzFgvK/HuCeL9fpBceIWtwLWDzHynoyVtsFTLulMGt6ETFg9ydK7QfsB9CfZmeB5r5dFGXBym+RcG4IfSUQYt0XK/YaC6bDD5kZCGIHD3y4II2NzX0DaFoX5C4ajBGIWVKMLElUTIQyTGnwGopDweCNKhpZT7k6n5vwksL1L5mnzoi4IT0Gj59wpIqJw9HA9ST57W8B7Sa5JeRaS17c+DBrlQ8o6LTq3aBYA0lo6GwJQFUwh9JWFIDxxnb3ixH7jaQc1KNXBR9VTsOtZJXde2Ma1USfFnr22GiCQdGIsDO6D8yFKH93BiOcTeoZWDhCGGws5XdEywIn9ER33kkf5ADAeJumhcCLnoCz8Da+WWEhbaFBAyEkqE0iem/GwcwczDAVlEZRsWURASc9t4lpx0IoIrfSImzxzBmiU+1v6UNUt+4C41q6aCxl33BSESCidyJWP+4TNfSp8tAS211hSBjsl0oCCVAkSWERGGKXElrSte4mCUKU1XDchnYpOwivlj/fmdk87Cf/+Z/4HvPH0v68Rz1VdOC41QphD+pEFQVhHpDPpF9CdMYaTgDgAcc3o1gysZWFNm6Jd7TSnOwVwCJj2A/J+ixvWc1zZ+8B2uari4W5e7HM5CIFBSeHNMSKshcmfNkBewEsMDR6cDZH0/xQkkTI7uHAKn2qrXFJHof3dDBF4HuN8ruvzLk/AdJi9qmJ7H2OcJDrvTzrVpBdS4HBdDE86J3BX3NGQ3hBysXEDMYIZ6M7ZnaVpEdBvZeEvKYB08RVxJ7jWgnVEBOBlkACkzbDKJecFIQ4S9Xdnk0j6buf6AMiaNyYC9wT0QVMHeoM0KqVIyH6zoHyI+QNimgYVagcKa3rM0w7waF0kPsTBKIEQtP2fs/BhsDJrlYU4C2WZwKGWMwKin8CdGmltZMQkufdoEsLWEREVFjfhJEuviDVSdEZTTXFbPIUALWOVyoSCkpLeizI7t0yI8kYmqmuEnYNZRJkioSCCVAhLUhgkglHNO8KJvCV23LIogS4I6ZwkezGxpxMA6Pjs91qGaWNzBdj63JBdZwi1HFLVFoOCL67GGJvSPgK4jzrGgHSyhQlfWT8NGwMT3AHiTjgDeSmGvnTS2+TKd5YAE1hjljVEKk40pVLEWSCGNzyzzpnp5encoGjli12AmmN8mm73tJNw5bYLL132wLcRrxrmdCfh+q9BSn9IGOirp/Tl1Ye/JPnfuBfQaZ4t9wFpzdh/sqA7J9z8HFRhoLuNQbfnch6e81qv+nlghL0JYKCcduifjUI0YmDcQ+ULNv+VAWE2hyHXv/NS/g4TsHxWFtLxMGC4v8ogzxywdpz23e52t3TLbipCqyysyiQnRoa0q9g8AtAQVK5ZUijdScD+xzLWD0bVS2DE82qQ+jtmbMRYp40Y9vOHLAUgJLLFnYy8FEGk1dOjL9Refqd8BSulm/YjFjehkaXsEzei5rf3ZHBDIo2SRFchbDPKQso1h4OAo7NR0g5Z+Ap5lcTIFIO+BboOUFLiVIAYVYdAjbsaFxNMosxYPjshbbJXrSyfHV0/AkGRimByxHCCHhMQWKobDNo2gp+dj0f9r+bnqTC4E+PYnatiYyLE0wkF0Vcga/jU5tCDVhJwkp2WT57rOQOGGwtBa7LyFxIBYzXQcVsQN5OkCjrJ/QeNrgEgjFmuw/gKSbgBrFF+GKugVF4EeJ8Lc06y3IMwiWR4WSiploFpr5PunJnR3d5WB2BiTMsqWNXdGeS8Kp9Nyu8wx6IsgWEl+hpxLWmN0gUErZwYrvfupIaxYHN/h6wO2uIZ0nLTgJPXJOw/mbG4NWJ7o8N4JGmouC1gCmLgMzDtsRt2TwNeIkbXph7ySn4zHgDLZ0Q4anFeMK0IRfs3RG0A/PLJMl8dP76QY3y6bp9aToKW3wDV8F6IzNt/RgYiIywy8PQC/S1ZyMJocGVVW3MSkfacNyKcLfA0KQwNoL8VMO0zypKvNpatcWcI/B1MnvWS3+2O3a/5ks8DA72kF7gQut9eIK5JIwWLfi8/nrSwreuCLGh6+gBMKylpcqN6DoSRkM4TNg8WcM/zFE87xva/s+t6vk7SxXmhkZREKmzsuJaonQphe4MxXCu487ooFQADgQeSJksdkHvG+atEZpYysP+4dJ0EybUt7mSHz/MyihbB+YQ4FpQikL7B75ShfREKQhSy3/FnLdGti2sSBO0aaSQ2ToTxKGHYD0gboL8tLPX+9oj+NjQnnkBjRjzZSupAm/d0p1nLG1klmkkM+DaDl/LA0lgcsqdckPcSEITkFs9F02Fa2GcZtCnupJRE3mmyJElRpHWnj5ekX0ByzdzHqgiZqObwVbFQmP1AWE/SNbMPVbehoEa6DNcDsM6PZZk8fcBdFO7FWNDfGTDtdYK4DAVBoffSxcrJSMHlq8EAbJxaWsoqYyz7VV5IiYSyCH5f47ZoKauRKFEbjY2MjkXRMC+E4Bm3RbUIZN6tbwUHqcqw6F50EyaEswnYb0oAAJc+joMSHjUdQpldzrk7mTBck86e4IjN9eAEw//25iP0dxjLW+Jw5D5gOOqwuRadmGnkwzgw9p6Q8017hOEoYvtAUTIjIa5JCZyM0tXFgQNrN1FGAWFzv6Tr0jmhP2GUlRIewRg5YeT8SsrhHtw+tZyE59p2DXMAEMWQxoGazmVzYyR5aXikIU1kgLQlBIVKCRIFxI1CbwtI+VrYOT/v/M3kZKDSSaQ7a85k+xaD9KAOC3t1BQiSbzcNB1NsGwLoPCKdEkLWKKlxEFqCom2SiwXc6edLggkSJyloU6Gg7Ot0RsgToSyLX7eXhrbzfzdU4W7b7kAZ4iBM8t8AaVYTN9D8tzh4JYojA2VipzXAgxCzrPMdTdqGepTBdadq5LIshHGrfQICXPkvZK4kP4Ybg9ILEc1z6+ogGPxPzApbV5390PIUc1GGvBlTcQKsbt4rClgQL9PmpxxAWaPrETX1oVuYCrgIQ55JovdpX2R/WXkQQpysvysJDoezkhNrVQBVyFxz/d6PwFIx2lWSI8TY2zsUq8iTzZ+w8S01UORaOMIYAdZFEYBoNeTovAQTOCKrFABmaAcAMAdgK+JGhh5AqyralE1s+k9YUyWwpQT0v3qNYYJkhFgfbkKD9DBq2kcQAyoib2aPculqrw3vn8EMlAiagKSOnqWEbI7khjY3l+TZ9mqNDlrKyB7JGyehVimoY5kBahUXC5BXgpBQESn03FsDKN3f1q6JfE3xeMwqXab55wUFFzXjPwlbu+6+lGN8mm6fek7C8zE8tk9kAR820fNo4giY0dfdtoy0YWyviQxw7gl5KYIhkeC56LhlxCHjRGvsw0AoC3YkYu4g1AoK00efVkCOCk225YhFauq7O0oI0s6CHtEH4PzVhLzPQKf50CEgnkTsf1RedpOVtRdcSFGaN2xOxbruN6lOdYzkGGHUBUibItkYAIEbpz1gez9JjTUBM7VHu/bWUXu+96zdWH9EumBNRqokdKfqBJDMIZOMsUx1vGnNHk2VJH0bwsjoT4qPZXFbnJC8jMjLiNUT5yiLJNHY/RHLm0A8mzAcdlJxMDIWQ0ZeJoyHEev7IhYnRSV6pcTOW0oPQjyzPgf9SXHDZjloFIGYSx9F0OewB7S8LoxqgKI4GlaeSIURrUJiyMoZII/ErXERx4CySBgPpFnQ3tZKC6VJVncySj+J/aQdLIHFnZZn0wg7dU05oN7buC1OqCNl/ZdFRLbxAC4vbBxLVnligiEfWVEDcc7QB73t+iIVESxiTYe4xPOYxcirrgMVKa+U8wpqQCykvdJL2iesJ0STOyagOx6AQ6li6e5sMKkwV8ux4ERIp6LEWKysU6H/ZA2iCuQ8i+hdPg2VAMSRmFYRCBHdsSo5qrMQ9XkIkwh6ISi+HwDSNtTjfvJ1BwwsgqRIpwVh+Sy7s2yS5SWSIBO5Ov5Vg4G8/XocRI/CqnH2niwY9wjjEWE8lBJYQ1Q7L6OUw8RB1hUOwvGBOYiQ8seXBU14hZPwkrZPLSfBcsuaawVwId/vbF3Vs+chIB4n7H8U6M5YF252D1i0zcWTXtwp2uxEiHElEaYluaRtyBLZ3fdrGcOhVDyc/K9yFR+KymBnM3CE/g5h9TSDSZoAAQGrJ5VsloDxSNCJuBHDZWJCeSF9BsYjxrQnveEPfjOhO2WMB9pAJopwDxn7uGj9sw4hqIORV4ztIxPiwQgwIZ90WDwVEbaKQHTqPCmUaYgLAIEh1YnIvSwqy6cCtjck3VJ6NS4v1THwGwiEbVDIl6RC4bw6T2ktJNPFiZwod8BwRAiTaBScvUbRnrHmSklLO/vTWkY4HggrnUnbVK+kh0B/PHqzJw7aPlhr6acD6YEQt4zD3x70eajeFk0skZsakhIDhmtJSsxSQzALBIQAjCM4dcjLiO19nfAWRkaOBGwE6Uhno6roQYzcMiGuR2DITfVBwPZGwuqJraQVhgnD/hJhZKyemZrIXyLyaa9HXoqRiFuFuk0bQtEDg+hNuIhYSk+lVLBh2Y9SmpfVYBtp0YPKQMiqfRAmqTTgGIS41/MsJZD3A3AMRFaORpISxWkZRT57lAoNq0IJk0D9NAappDDkJzPCdsJ4uBTuwEJKBOUZl3JTIyhuHtrz9IGnIIoYauuh4DpqmbWqpkd3klUSegJHUn0A4UmUPiKr9kTciENnTiv3AZvrHcLASJuMsJ7QTSx9GBS1CsmIheTvBBUpx429RANhIhHpWrOKjxFKAMY9qtUlobby7s4qEsJBiNuioCg8HeFmUE1TBqAo76o7k0qw4Zquiz1AZxqAFHUWAHQUMfLLKM/8yvaitnvaSfjcv/At+OjeiNf8vZ9RlcVQHb42Ym02F1rSckcQwB1r219tmzrZzs3/mmMyQWBpDWrioPAxQfXsBXkoHRDWAQhaRqgCTNZdTcrYpBcBAGVMk/QmWJLD4FZeJGqADFbFvdI17PNBFnFpAQs/HmvFmC1C04rdsBuvoPQMJIVUiREORmwB0DaIg7JVZEORD0MmSi9GOYxS9WBzQwXoTgl5lEi87JWLPIWr4LvncB5oIncQJEUg4wsDtCxT7l9llVOF6CeNNrWCgSNm91o62QHWFMjKzcKkkLWiTEHbHltpIZOR4YpHlaUPyIE8dSXITQEKOfJEzEK+U7jbFBQTAKxHHZcgAXEoiBsxjgKTy5h4oioA1EDm3NUSv7DNSGdBjJGKLU0HUaJFklJPzuwc3jAVlInAilAwACwgFTykYk1WvqiKicKat/JR1QvoA+I5REVxl/nV/FuctOwQPXexKqo3DY6sUyOngNJFcViyGFPrbWEES0tjhLZrmLd1hqAymlYxsmntb6E8AD2Ovedh0LlXTYwqM83e7EqXIXGSugCsOk97WFWJPFMs7RYMEVKdhxKln4dxO0zRk+zgNibACYT+t83TwEhbFeiycbKkEgwJ5CioQ1orSTKSIwueQrRpY21DHeV9o0nPq+tNVGnmdM4uAU25Bt8lEaLCjeFFRwcvfiOuKY+XcoxP1+2edhJe/6X/C77qvv83vu9d/ztgmmqr6BlVf2fjCoFTFMtZ+iJNcgZRwDNEwNXdnA1pnwE0QFXqZPEa9wLiKHA2IEYprYHuJIjRVgljewHDllB6MW4myZu2hHxbIlfz/uNQ0xJxEIMTmBFHdQCyEPFyL6jBtEcYrrGh8eJkJK1lnjSvuGxKFk2uuQD5LAGJ0e0NWD44YBwSxtMefDtJl7hBEYokAiylY1AJXj44BR17APpjWYTyFtj0BNLcv9yC6mDNtt3PdtcTFichTKr2NgnRMOi9AOnc6v0jACbVbfMeN+S5Uuj8ABWyFkeBq6SzleFBiXDK+J/2InJPWD4rTaCMk0B9wBQjpr2A3FQixC1LNGnlcd4MaHToflpFTKtQOQc2fu1EGLX+frJafXOEIwFDQTwfwCEAZkQByd3rNYTt5DLP415QPQlJm4WJQFzkfENBJEVTVLeAg5TNWukgK0nYmkQZwTdoW2NRhBTDR0MG1gCUgyEtpfVdLYLAxfXkSosi+VyRC2P8W88GIyQGbQgVzkawly025zcHg8SBQYKXFXIMlW9QgPEgVTRFqwWIRWVRUDdG2BSURX1eXFKZgLC17pCCUpmjWPrg/BWaqggWZUZUESgZJzzICSNLP40AgKMHEcbxqOtS86qwKh2SpBSclxHqvlK6DQyKkpQeSDdlDcu9vLthIuXI1JQcIIgcRyCdkjvYJbFUN2zEwejOuFaIaDWY8SNMlvtlqXBoruMlHePTdLunnYR3vfYn8G9PD8FZmXYs4h6FeOZl725MLFUNkVHGgMXTCf2xkNX6EzH49ttpqbk8TaN1Z8ooT6R19SQOwiAvW+moqo8x8MD/L+PkNRHb+wjDtSKeeAbKgrF4VlCDksSApfOiHQ4D0kYY5XlRIUVXQ9MHtkT5O27FOclLcRzSWqWLF4zhwQnpdkK6Sdh7klEWBJxGhFEM+bSCa6untRxzuNZhfV9BPAk4eoLk5SdJl+SlwAWmmYACrxWPG0aI6rD0GrmcAGGU9EM+KEK4ZEElgOYeXeIwtN0saSKpAFFoN0zKyZgEielPC04fjcKX2AKrpydMe3LTlrcZ6/uFGBpG4P5fnrA9Clg/EJSYxeiUO7C+X9ou7z8xShogCCGyOx5QUkBQQZ64zqAcMB4kaXA0ZITNBAwAcoe8Ct6KWRjyWVX/goj7AE5sMwnfdD4hnU1AIEwHPdLtDeLxFmE9YfPIHlKWqJLV2EYtjbz5v91DmIDFyRKLW9J5kpgRjwfk/U4U/jrCdNhJs6HNhMMPr1GWUXsbyLOVFxElBpWXZixuT+D7klftlE4h8kWH7vYGea+T3H8kN4JhKgLXq7EbDzrETUA8G5EXUVpBn4+gVeetjqUJklR+bO/v0N+eJC2Si/cmcAczUEVSlHRIo/SYKF0ErzpBeIbiZY4IwdMIaT1KCkmv3UoB+zuDw/fxfHS0IrEQQwuANMC7XlJmREV+8lJJiRM7yVnKaiXdMR52mLomNaHP1eLmUJFPTc9IWqSgv1McmSt9cB2Jkuyai5bcivEPQ8G06hwRO39IXmoqgioU5cPIcx6EpDgCZ68OSOfA/seyP4cgSDWLIaujBCV0zDj87YL1AwHjgfAT0HAQAG05nRnTUp0lTVO8rNsrnISXtN3TTsLfe+bzcV+S2h3OGchlRmQDo+bSI8+cBopFWNdjQFrLvqUDhgMx+CVJ2U9/yv58cCScPxhQOjHMizsqdTqyR5gcCImNdKQwZIwC6dvGkh6QqBcaVRYYW10MCwlsqegBACcp5kTS+bCvF1R6OKzNAeCgAH+pimhMCstTMzehPv/23zBSzTuqA2D7F3WWaISUa0ax90VRDRvntAI4y/n6Y3EMpk3EtGRwJ46R8UIu3RiVT0JyHUYGlWoQoL/NInQ1irFd3qp97rc3EqalOAa5I48A4xbY3JAyudWzwuqPqq9fUoVw8yJonlrkgPtbAPcBw2EnSoIpAKxSxVkEeShncWRU1TBNhh5pJDgxENgXemSIIeEaUbZSyGWvE15B1AZHQciFgELXDJRVwsETlSjHJL0BwiglgXE9IkwF41EP65MgVSGSaxLdAnj0GcbipEJpgY2aYlLYlgkq3EN1LPp+5Jj8My6aby/skT4HArREUoiOJDoGUaoJ+ttVRhldkOqLdUE6F+7F+cMrbA9lDvafHEXCOZK2oZY5jts8S2fAdA2GXMWZiBDXlYzp0TYrCtCJSJTB/NUxD1JsYmWa8mMhrwIopp3Bco6yiLIGEMP6UVip57SKtXLIEBNDwfSZEC4C9BlTbYxI0q/B0AJ7XndSoG2lRe6FPzUcRiEXapWPEHcrF8vmYnuDsFZi7eFvK/lRUx3TStefyOhPpeQYENKirWGmKSMy4cB5WWDLIxLiy6aX8Mr24rZ72kn41//lc/Hw/Q+C+AmAC2jKYuBIjIaJxZQIsEbLTAI6gEkIjlmMtSxgqp62UbJWEPJPUTiQg/ZZX4rUaHdujVsApJqKYGX+BzUS7qiYzVOOgUUdgMLfVI2sRaBkJVq6lSiIwXjQNFGBIB5xtN/KuQhwDQFQRQws2pAWyzJesCowWv5O+8pzQhVYUZjRiWcF4F4jowhnqktOVe2lIg7pVCIOmkjIlKk6NiBofwi9JnMe2G6Y8gwUykUQ56o718UQcu7+tDihdDgg5GUt3TI2dhiEyGiokRBZycmXQSOzkqRDI8jSP1pJsCTNzWuUdjrA+wa0FV5EUsqYa+rARHhKF6SfgRoDb2iUkpdIogBlIQQ6IfXVEkpAHQ4CpmXE4tktOAap4ydxAEgNZdgI34Cv9QL3c608sDExURUQGjOYIrgDpmVl7AOV8CZNn8SoWxtmMfTk+go0MShw7evQRY3qCSWKDDUD1XCqgU9rRT+SkCLHPSH30TYDKWBcBQxHqhcQ1DHvE/JKWzKPNW1h98Hfq8mMqvwubrJcjzbtMgNnjpndC4fdufIQuABpXRBQy0ktNclTjUdyF9y4Swt28nde9A3sfRTnoqaZ9ABBc/oFkg7KANpngsRhKLFyLDhUJwGANpmS+znti6R22sjn/amOJWllAte1wLlNjxPSqQx6fb84LVL5YHwgRU+yphvU4THeSshVJyG9HDoJr6QbXtJ2TzsJD/7bBfCDHwMXJSfljO6k1gPPNAEU4raqgWETkA8klzxcY6yellQCAFhtfUnyUnSnUho0LQl7T2ru0aN2WRjSmeit54Uo9MVJDIK8sMJBmFaMuJa0Rjo3T5+dOOXth4tUMVBGraToCNNSxp+X0gERkMqEvBQov38moj8mLJ8RbsK0Jy/6tIKkCnrC9gG5RiHSEUrHtURprE7F8pkgxn0ti4Bcm47J8tSKTADVkQijpU50riOweZA8Cu1OgMUt1RvYF2M9HALrRwpWTwSMB4zxusxD3ASfg/6WOAjSilbONe7Boxgm6W5XOpkvKnoPO2kLnc4lBztcYyxuEfL9hPVDEYubLBLc50VJfkIClDp5IQUunxW1QyagOy3oTkaPyk2SuO0AGMaMvY9VpT0zrL5oD9UYTHud5OOzSB2Hkb07YNhm50yURQSpNLUQ6EglnwM4LjT6JfR3Jn2GBBYvfULZ6zAcRQyHogx6+FsinRzGgv6m1R2q8VMxorjJCFPSPLc4oCIWVHsVxHV2ozz2C2HK57qa0sQoq+R/01jEcFjKQKPqdLwVoiWRplLIr8ccD15ElBSw/8SA/Scgzo+mEDYPyQMc1wVxY9egc6zNsTgS0tnoxl8mVRw1FOFruHPQRXFuhizjN7sdyDkYBvd7tD7U6zbdCvlHdc45kDds4ig8BhvPtCKUw6TpL5tXFhn4PiBus+twyPsmjae621tQLoiLpCWmFhywkGcXpGJKgqYtbguKNxwIwtidKTqRZAy2/lz7sDyLcZA+JHkRsb0WcfpaLTM+l2sjZiFfr6VE3PlTIzTYkrUtUMGCulc4Cffgdk87CaevjjgyB0EjBjPel5HerFKBWEvlNqagRihJypeSSuj6xGw0zzaxGyQQMC2UIKTiI1BmfFAxnirtyuhOkxAKr8O98O6cPUcetCLCWiAXk4gNApdPK23KoyVJHJSVT0BRox5PxEHojisRKS+0AYsSJeMALJ4JHi0YWmL9CqwvgzGVLeKZVuTaCIZeEMOv3aJwTsDU1e+pwEWczGHIh3LukIF0BqQzWWTCJM4YR8K035RaQYmJWt3Rn0iJJ5M4SyVWqHs4FKW35WlBd1owHoiuxbQQiWYmYAEt0ZrgwklyfWJAE1D5EoBGugAyEMcCOpN2zN6vIIkUM6bixDyOYd7ZcWKtggAQteXwttTOjVFQhNIJH8Ce1+pkEMKgBiLVihYqovbpGglbFhEnTvX5J223TITl7aLCSfpdYYTNBF5ETHsJeSkpljgWSGmpNGiyfLaVBMetlCqWRcR4kNCdTnOmv6YYAEh6RHVxeRG9LNOMMnS+ncBngkQTI+XsDaxKF0XCWuclr5I4ZENGf7s63IYIlBSABYEGJWOyci4aBUbuq0MSVE+CuyD9KxJJyaTKSFvliAutEYkT5+mITo7fKflVK2MMmROiICGeiPPCRRwiKgxkQcriKOlSF0nKjFDq82DNtEoz13mva6oizCkKOg7Zb/1AxOZ+wngg6wAVRvDrqY967pRHpEtq6Qi5jxj3ozgLm4Ib/0XWPA6yBk4r0t/qe6IABhX4OC0IednElF7ZXtJ2TzsJUturm3qoNMlj6PC3wuIuN6wPuIiHyE9zL/Ba3gKd1jpTEbIOUPO/cSsRdTG9em08A8BfyLa/vC30ac1Ip9oExlTIiui+e1rBIN0MuStal24pjJb5TxmIpq5GgpJQNolk1OhGRU/iljzCDxPmnrVxEhonARCDbMbdVQltfSx1HDOHTP/LQefcTpEB6Lw7oVENfhwYxUo6VeEtbmWuhFkvugbi1ElpaTsvpSMfp1Q3SCWAVA0kxE1AWhCGgxr1DUEchLiVhdEfIUWGXEirmEaAzlfWPLTXugmbnKApi6jlrom8VE56JbE7CC3bvJ5Y4PY2+iSu7HRLXcjDytVgQcel+hVmjDhJLhz2PYnTms6y57HFcGqkFyydppE7Bz9efZYrfC1dC7OUgS4IQ+wq14FbdEzmwK7RGiRxIGBbnxlxHsgNvCtYDqor0Ek1Q7G8O+txXJCsTdmQPGvqxEVotYOqHkoHT3nvTOCqJELYCmmQnUgaQIH9WuSlmHMK5F416QHTaWnurxlO/zfVeS1adWTiVALbs49Xrk2aegFQMqVxV6CEwepYWXlk6cgdOw7CRRAHn7X3Rx3fmO25EaeblEsgZY11LbN20P2x3I/cS6WPqy8SZs9My3WSaXoZeQivIAkvabunnYT73/0zOAfkpQ8EZKkO8BKdxqsXli48Qp1WaggDsH6IMBzJArG4U5TBLwZHjJAYgrTO2KySSjKzNntSQR2aG3wm6IIUvOVwHIKrtk3LWhEByKITt7lq+u8l5JVEwmkNJTbWa7IyI+vOboqIZiwXt9qnWufEOu3ZRqhqss3LDQjnAdDzaPnkbB+CGjNdDHL9N6B8hwQgaYrhDiOtZcFe3BxFZCcQhmvaJ2Ak3H6dRIrLpwlHH8nY3Cdlev0xY3FSNJ+vBEXVntheC64aefB4QTovTjg0WJ+jdceTqYgjO1eEGFjezujvCLw7HibN92aPqEUFUch3wzKKIh9QS/ZU8Gc8TLOF0psoMWPaT83iXiV7Sx/keIWBPqrORgFKEaO2SlLtcp6FjDhNoCmgLKPfuzho46QgDHyrsQeLhgAN4jilM21hHKXDJJNUUZQ+KnokkXFeRCfuGi9hcVwwHKhyYCIsnpKW2HkVceezE1bPFCyOsxtPU1k0gaESJfJmLUe0HhYcCJsHO3QnWbUSCqaDTlAWc4x0G/cCurPiUfC0iu6s7z2+Rl5EDIed5/bDxAjDhHFviWkVazOuAIz7Ed1ZQV5IdZKkDIr01+iiG8A0FKT1IOjQStGWkUGbom2r5fmf9qM4YdsiKoqQ5yYvlVNRgHSaPX1SOsK00JbhQ0WFrN/DcK1HHAq6Y0FsShc8MrfyyOXGUp+CRoxHov6ZPU0jJMcwAsubjElTbuMBpAcDVSIwIGk5QN7jxS3C4qbc9/6kyNpUxPEbDyLGFWHcV05CbpwjfSbHPeF2mRMEAJkZI15RXLzXtnvaSWg3LgxME9KWsblPtAlM6COdiaNw+lpy5u3yGXlw48g4+CgrK1zy83HDXu4VRkbcFF2IUR98AEBLXFSv2yIPJ0xpudRW0hUliRHpz4pXRJQkECGPhBBkwQ+q2b7KrLK7ABhIG1nYhgMSQ94gDLNIvt2uSL2sH5JIOW4I+/9N0h+5Fy7D6ilpjR0HxtnDsdFuuOoGwPfhBIz7jOUzWnaZhCy4uSGll3GIoGNhm3fHGXkRMO0F7ZcgssklyeLWnQu8Oa4ETjVnz7bxQNGdBGwPJUqiHFwaOHeSizd0I2QZCxWg6OK2PRRhoTBq6dbE6G/nmQMUt1lkeWJ0cRwAWgOfAW0KNu0n/9wrG9RYm+BQOh3cQFoPB6vPN6cjjPJ32GRpXpQLwlby/5LHXkqFQSJMnbRhjtviqo1UJCXgkseholsIwnGwtIpL85JK/ao2Q5iARS4oHWF7FD2/TQxM1xYgZnSnE278L0XVF6X7ZRhUUllFnqgwMALbG70cNzOmPvm7srgpMtCGfkRt1sSBpCmVogUhA+NBBJWA1RNbYKltqgsw7XdyrFsDSi+VGcO1gCXE+PeT9MKIeh/ACaePJs3LF5w9ktCdFSWzqsMwsUP6xmPojiefrzBo6WUUbQuZg1rtUVBRB1OapJGRTfTIlFonBqmqIxSR6e8MMn/bEWkq4iyqk7K4PYkOgsljaxqiPpSKamYggIVXdc5Y3GGMe1QrkXbWiaCN0WiSICq/inD+SASViL0nExbHBctnR3nOYkDuyYMPgqxxrlq5gCIWgpgGEu2NV7Z7b/vUcBIoAFyk5Gpq0gcrWeUNMTCSHutVS7qAtJUvez7eoP82/265NjOwJcJRgfZFcTiyCeSF3VzQn0rfB+MueMOoTuBNlCJ6AAobWq15SQrlFkFEDE3Y7btQ56P+eUEvwmDpCEyHJhmtKm+kJY29cgAG6W5nc9aWQF44JatOQ2SP0KUWm2vJVJLj5D4gdtJtM+QCHk05cYcHoTB6e03GcfBUSxanLpJ8V6LkfvNKyuws+jLHbqYx4bCwOCWLYzFEptjo5YgKg1ckhep33KApAc5DoXEeBUMdR9KF3edt52+vbrDeB7nU81pZnhlfNnKsjUUdVEOHmmsII1eyZZHny99+3Z8bhUgbD00AaV2/iOLo/PWNo+QVHI14UdSaf2Pc63j8vWgrLKYCSuRM/fo+CY/AriluC3IfkTvCtJ/qvewEkQlD8QoG26ZVRFpn4S9oJYKkYwjTnmh79Cc2B1Wzog6uuU+aUpDnT5+BAhC1QlwasJjmwmD3Cu4IliIPr5UUFtZGTrnOj0lky7xm0KTcF0M8xlwFqYicA0O5ri02fhFr01TcBigLQlYkzVFBAlCaSqoA4WkpyjgcyjoRJkH+fJ7sOVRHTgIf9mZ0TLIeR/VIX1FcvPe2e9pJ+Pf8HpzwCZCB/y78SSFNjRoRL9S4roBpJOlDMAJZ77aVAHIQ7XGrJ7bSsnazlylkMZgmcrS4I2kESSuoke0ASloWpItbGAtoI3BvXkaXgA0TMC00pUBWgiRd4kR4B94TArmSIgFd5O0lx13QsN1rsXc7Alhl8DaCN9D0iBEr2TUeAKmQcOdg1+mw40LgSlso06k5Z5rK0XHmXkmfBtuqRG04mxC3EaWvREljSovUsnBEwiCCTrkTyDaMwm0QhEUQg3FPiINmgOMApFK0yQ6k1LLT6+1qs6y9Z2RhthbMsoBW/YJZbb+VoQHIScoBcxeQzieJpDcT8tFCy/uakI3gJYSsqQfXLyiymnljIyX2WR39tN+DSaJMANoLAoBWPSCS5PBT7XBoDkQ6mxy+lzRJQNYyw7TOwrNJAo2XTpURC4sjpQ5qSfD0iVVWSI5bUklWdWGliXkREUsWgxMDupPJv49a0gnIM+/tlDvpxRCU+DutlAA6iYT1uB9RloT1gwmL24IWTSt9ljJp3j4I8fG8ICsCZRUJeZUwHkSsb0RM1tekMJZ3hK1n5cvWUMmqTGQQVIWNdAtqyHOvBpYqQkSFEVWkCwyXWA4poCixzxpHxaEISbFoahAEapxUUU8tqsCqSIWqToqmRfB7ENesza3k2sLIWnUlyBxHICy06yxZAKW+cBNEUSY3sHkJbKM6Z1l1J0w53NbOUp2O5Z36vo37ch2ZGYv2XfhkbYagvdRjfJpuLyOb5OO7UYygGGaesJN5NB9tcHheAKefJcYIpNUDvZYlqRBKGC2Hrt5+VxerODAWx1lJQSq/m2VB6I8nN+Ye4QVIPvuow7QXXRHOW7tGuEE27fN0nhHXBeN+8PEYPGxNVKzaYBYNtNd8yf8qwQkQIQMGxxYRgSMBFiVYlGych9kxqflflGNJ9CK/F00H1jaz8Ag3bhndyQAam46BFkUx4+BjBf2xOAfjodwnl+fVe5A2oiYHSDTZnWSkdUHa1mjdiFvjXvBqkrRWmeQBOPytguv/NeP6h0Z1DiDGwIh/kTCtIs4fXWG40bvzkU4G9M+uAYhE87RKmq4KyMuEfG3pizuYZ29a6aJH/ZRLJUCq0mHpI6ajpcLc1dlJJ4MoP/ZRDPgk7H4vqSxAXkqEHba5RvvZoPsOeb9D3kuS4mCJdOWaxJEIQ0E6HdGdCG8EwJzTwxa5C+oQh+KLsAn+jEcJ00GHdDpKLl2vwVUJtxIFGwE4r5JcJwNxPbnOAhjoTrMbubNHJF0hjdb0OVgX7H90q7wgeUbjuXSyXNzaYu/xtVRfEGG41osw1Zax90zG3hOM/ScLVk9uELaMcRVw/kDE9kiJeV3A+cMLjNd65L0kBnIyyWZ9xtRpWt4c0Z1mQbUGSSVOy4BsMtss1+DP0MTojzO604y0Kb4uEDPi+SjqnczSybOT8k8QIa4nhM0ouhGQ9ND2RtIUqyo/6r2QQCjApOPTtiohRu3ZYGXSHIT4vLgFLJ8Clk/L3/2JvTOSujXNENN+GfelqmhzTdZB60Jpug2e5lDPI/MOwvYpvv3lv/yX8eEPfxjr9Ro//dM/jd/3+37fXff/ki/5Evzqr/4q1us1fvEXfxFf/MVffGGfd7zjHXj88cdxfn6On/iJn8DrX//6T9TwAXwKOQm2eTme/l0SoyzESAWHteW78QDYXhMj4tBlby+aKpwV7aLWa/vUXUiWaymgORQziJwgkOTE3k3OWcPq5ceBMe4FDIcR42HydAIgx46b4trwrtt+mWfbeMx3hcc0Ig7HCfE0IoyE7X2E8VCMepgkUp9WMiYrYaoCR/Nz+WEn6TUR14S4hjtgITfOkjoqglxotKsRb1pLe9swSdVBXsq8dyfcOFTSljlu69y5iIw1VzJtetPENyOm61OYRIhpcUfaQ8e1kSIDppX8L5sKIHSBPcvuRBhrnDuR9s1LEVma9iLyKnp7aY+qAZHynSpKYfehWCmlQdg+mfqcKfIgA9dIuRfiYtGSvlm1hI1NyYIX3nAGwlQc5eLG+QJLt0EffyBHnqxpmUWPbSMfq/13BEKP63X7RaSgg0otG+xOrb1o2PBxmyUNZc+5QvVxsP9JOR5p1O1OdxE0B41yZVUtDHUuWAyoO+YLITWmjRi1pIY+bjP2ntwKR0KJxRYweFfGRI7YyLWzVmUUafwWSOZTyYci6sWOlFiab9wP2N7osL2xQN7r/Bq4iyqqpahSENJnUdKkpzYtJUW194UFC4aOFg1GXGbZKq1s7VPhNCP4hoER14zuWFJ6jhZQdRSMrC1N0NCsW3Xf3BM6mhCJPq3UFv/Un/pTeOc734l3vOMd+LzP+zz8wi/8Ah577DE8+OCDl+7/pje9Cf/8n/9z/JN/8k/we3/v78V73vMevOc978Hv+l2/y/f563/9r+Orvuqr8BVf8RV44xvfiLOzMzz22GNYLBafsOu4p9MNf5DeinNaAyGCC4OZsRtVlwUjKxknSeCnLzpjPGTklTgOi2OF1lcS0YRB6pZd1CUAwv6q56/GHvA65k4WzlnevDBozIiFAaRa557hrXjPHiZMWY3sUNDmktO5qOdN+8kRj6sgNCtTrOVq7Zd1TChAfzvoQsJYP8jgJCSj7o7ChMqQtuPs6k/spjiEgyBNl9JGopZpT+ZSOs+xl5mZEI4TrzqtAskBYwmYlD3NATj6SMa01KizV6VEYgASeblToMxul4PVHLiVsBp0GrIiEWuNWPWZGA+Ck7ok+hODms5HaU28TKJqCIF6paKhMaYLka9tVfMCisgvK2pgsr+mF2CwNHMVEpLfMmg04Z1QCYsKp1tO2LpL6nTAGhkBqjuQTXNC891aPcHRWg8Hj4ylc6FC6gFIZ9mfc2Jtpd410WRB5UUkc+DgxN1pL2qqLSOcDuBFBEJwoiYaB45JmoBxEQ2FwlE0KNShkOZc7Nfhhk9bbC9uDlIVtFAkpYiFKr06PC2XRp8/g8fHfem/0Z1MiFshvYZtRtxMiE/cQn74OkqfpFLi2lLmR6WdmSTfbg6SKVB25xNyF5C1aZcoawLxPDfvKqOo4ue4J/+LA4G4R39bakRF5VOqTyS1ELWSiWDNsXgQUjQVMdRFK62k4krRopWsHab1UphV9ZUEDCGtSFKnIZ3Z+yxkaXnHxNHgBsG0zpLiENX1wXQiSiCM+8Be2CK9TBoJhOcImp7nMQDg8PBw9vl2u8UwDBd/AOBrv/Zr8b3f+734/u//fgDAV3zFV+CP/JE/gr/4F/8i/sf/8X+8sP9Xf/VX473vfS++/du/HQDwTd/0TXjLW96Cv/pX/yq+8iu/EgDwNV/zNfjmb/5m/Jt/828AAF/2ZV+GJ598Em9961vxQz/0Qy/tIq/Y7mknwTeDsHKWqD7Xh4KXBSWLVx5UdpQDgCMAQcuzeuDskYB0Tth7RuBNJvJcZ8zcRGhy3DCJOp+w0XXfzCCtLxavmzV9ocp8XUA6H73GHpBoa9qPWN4iDPtC8Avbgu50BMeAO69b+YK4vj8hL6UszUSZLkwFcOFlnaUZPC0gn0/XJ9CigDcRq/9mja4kCkhrgUT7k4jN/QHbG3BIt633tq104nBQFu33otLLHLRXQwDCdmd8bGVV2tf+JGP1pDDUxwMR0Bn3g6M6xIxpLyAMjO5MyhanfUFfpl4hTtWkd2OtxsQg8e19AXEQh+L84eDtcjcPEJZPM/ozyXNTbi6uixiPEsb9iMMPDxhuLLC5L+H4swIOf6tgcSc7WmTyxi3jPExFDFYvSnkCVetzotoFRkSzvgC0zaI02EWUZfTxp7MJ42EnBiERuq21mbayR+mOCHVIykIbMBV5Dkd1dKzsz1AHKsDi5lZJs4Jk5FVyhytuityTPgivJNRnMG7FERsPRCgqKCzfnU7Cr1iKImDQ0sbt0cKj0LSevGlSGCaUZSek3W1GOh0Qe4mmh2sd+pNJuAXaRMr0HyxX3p3L9+IERe/XULQPRNGU4uJmroJXE4tDM8kzle5sndNRrh8KinA+gDYjwl7vqQbrHAmWBmDTQYe8CNg+sPAW4ByB7mRycqtwBeTeM8TQx23BweOM9f3CV9pei+Cw8OoKS3UWluoMq56YVkkFxYR8nTsCJSvFriXZeakpsq3wdYwg7H1eqAkAFLwZD0QRlSZJO4SpOti0rejp9johQY4tlWOVmyAt3UVhtiiMs+URC7qqROoTtH0cSyA/+tGPzj5++9vfjne84x0Xdu+6Dp//+Z+Pb/3Wb62HYMb73vc+vOlNb7r0FG9605vwzne+c/bZY489hre+9a0AgM/+7M/Gq171Krzvfe/z74+Pj/HBD34Qb3rTm15xEp7PRsslTh+RToAMjVwZTrJJ62rVbvyaysxqyZ/tRxMkPRAaR0GJOs4N0IXB5FdLsi54Br/t4vAVtrWudqUPDtmiAP2djO5UnBBikevlJLXGeamwt7amNtRCWtLC1Qxb4wvIv0vPTgIMA9CdiEratC+OR3crub5BGNVxWJm4EWFaJRVXYew9AS9nzEtU7gIqcjJzRgJQYlWdY4M2jROh125VCKSs+9IH0U9wuWhBJUQTgNAZ9K8yv2LABBkwlnm3LZiWcn/CKBArR7nfpVMlSxWZoQnozyQayz0w7BMWJ0osI22wdD4JolOA8aj3nKs5ErkPmI5kbuOWsXo2I52OMKEkg6gFQtcqmEAoQUl1U9MwCICL9BjLvShZMhGyKRVC+AHTKjpaELfFKymMxxE01ZH3xLDGsVTCZC4qiaz3UR0EJ+KaEmJUSWJ9Dzhp1JkFNZLfwnUROANpyO4QW68BezfiOns0jMwSLTNgraKdaLjXiQpiFIIlB1LHqebeQy5ihDR9E6x6gyA9JRR6j9s6v6KDwF51kM5V5rkLUqpnFSZeJUDgRXK0xtJe1kNiuC6KJVQY0zJIA7dJnstW4dScN0sdmgPQnU5YaE4fEGfLOBfmYDg6qS85RykNLp1Y9qC8FDf+kQBtRjccBEHmSIWRBunbsL2PRIyrtaH2LBDAHTBc09JXJSgGd3iATgXRKDOIyHufWFAFiKbMWVlgQpZ26ffw9upXvxonJyf+7+12e+l+DzzwAFJKePLJJ2efP/nkk3jDG95w6W8eeeSRS/d/5JFH/Hv77Kp9PhHbp5STgBQxHjUGiCDkPG0xHLUDYsjA0Uc2EsEeRtz5rCSGRCEyQFMHTalPUBa+LJIGA5PDjrZgzBTHvERJPyMCL6rmvnVgky53Vcp2Wom6nJCsiqsKxoG9b430fodrG6CrMKCdH1QrPcII0Ch8DGkPLeda3AqIazmO9X+fVkDIBK1qE70C7V8hDZME8bhsE4MP7zkQtCNnJladfFvwyOe65o+haQgRUXId+EnaZwv3idGdwpnbJQkJLBapNJEKB5m3vAge3aAoqmFlnopsAOogTRKBn75KDJDAssHh7dVaHJOuMDb39f6MSB6cXNhpOgDiWtvsbi1qRE0vRDFuJdj5xTAFYjGqOxsVBjQ9AJCWeM5LVidtSx03pQoGkT2XGdalcoraPnjSxktFxabYEKKmhJHg5Yh+rWAvdyva4Eccg1KFouxYQCWlqqPg5Ykk98ebVVm0TNXJgKKBgmTI2OI2o8TKAzBNAZoYAcLyF4NZDVHbZtp/r++mlatK/j0jr5I4/qYUacJQpogZVVtChdo8dRQk+u/OizujoggpSI3MC9cUgB07RR9bGDPSeQBNcn3ba+KgxY2lbxTJbLkqpE5vL+9VWMODCHvGzJmZlqKrIu+l6jOM9iDWd3fm9Mvj6UFUyBJkWAt3DsDiuHKspHyYaykk7NoY29IhMyO9HFoJ6qS95GMAODk5mTkJnw7bp5STwOsNDn+r4PiztL3qRMq2F2Z16SALNgPDUYe4LehOMu771YL1A0IEMoVFY+2unhECkkH+4oAQUGpkYi+X5NYJ+SAKw1erHoJFXwbPsjZA0ZKltMkSIarSm/xO9su9tDK2iLV0gi6kjYxn0lKmtBGhlNzLwrC9T3yjuAHiOoCDpBjOX8WYjgroSPJo68ME2gZ0dwLCHXGmpn25prgB+mNp9ZyXwOmrgpcN+py3yEVklCVjusYI64C9xwP2P1YwHkj6wboxmn4CGMgrgcgXt7RFcB8c6reoZFoFITMGYHNDoO7FccHeU9UogqVcTeSYGXmZkM7FwZqWQasZGMttxuaG5JRzVHJkIqwfjI6OAMDmASCM4sjlBeNVP90hbMUAbK8FrB8gTAdCjB0PNMwj4L5fyej0vOcP9VjcnrB4ao2ySghBYFfprwCNzFkEiMbahRGoizWNGUSEzcMLTbkoPL4KTmIt0ZAgQRUstZCX0hiImDEd9m4UJQqM4FAjY3fYjMRI0mOiO53cyI+HAtH1pwXb61FkfAsQpuDPQu4Jy5tZtAm0zDFMBeFkg/GBAyFvTgWuKaFlmf2xMSIZ3Aev5Am5gFny5sNhJ1U/59rPoU3nbDOQGJySV6DYnLaaDCFnSSMYqKBoxLSXvP33dNCJg5MZ8Uz7M2hwkE62mA56jIe9iHQp6jIcitPQacv3cV/TF8eTllYripKq4wkA3ZmkWobri4oEMrC4LQJu6WQUdc0gxtnvk447DgxiQdMWt7Qtt6JcHuj0hP5UAoXhWkVg4lBAJbnBRzsn9mcQvZmwJRWt0hTXOWPvmeLpCpEOZzemnapLGnp3EDfYC6YP+0nePo5OwvPdnnnmGUzThIcffnj2+cMPP4wnnnji0t888cQTd93f/rt7jIcffhg///M//8IG+AK2TyknAdOE/tgSYvOvRO9fjBRrrtDhuyiRn7HW1/cLNDetgLQOCFNBt9amPuoQCEFJxWkauWPrUy8VFKTRbWXdQw2fMauzlknJGFUkKTalc1afj0rgkvSCQowTNK8P780wrRjdMSEuCOOBSBiDAJGJVUnjbQSmILnLkTzCRwByr9FiZ6kYkei1ttGG1LRRY7Vq8HNx0z5bCG2QrotnqmZnaYlYURmapNPiQvP0HIDhWpKcNwF8p0bw44EYBCvVTKcZgWobYUsnlSQlkDJMRjFhJ02XlATQLuQKvU6Subj1+uTOnnEtbOEIgzg0kzoc01K1L9SpmK4tQFPxKNghea2R706zG29SCJ4JyKpqaNUf035wJ5MyQEGFasYaGYZc+QiJslZYRDF6TVmowdwg5SXoQm9S0YBA4AbVhyEjbrSyghSuZ0N0LN1F89w2EUyACCGIQ6AOSu4C0AFUojgyoyJpmVFQG1TRWLy3Q39n9Hw+5QJosyZBBxlEUllATlpVcSqDwLW81N+zrnJAPEWoTlMowo+gSXUOtNog73WudbK4XTR1Re6UANAGSXJP4lgqImEVCl1AjpZWAYhkbHFrDpwRilXa2qthatpG1ENZ2qNb1N4a62I9RODBxrRSBI3ZHUlLI3jVkb7KFpSECUjrpueMOrco0nXVPytyDnmnyB1amMCcbpnLp0WFwziO+Lmf+zm8+c1vxo/8yI8AAIgIb37zm/Fd3/Vdl/7mAx/4AN785jfjXe96l3/2lre8BR/4wAcAAB/+8IfxsY99DG9+85vxC7/wCwCESPnGN74R//gf/+NP2LV8ajkJhV3hzDf1kq0ZUACDVZlPbQAsb237F83zu+CSGcWi2cBixJ/GMLJ+bvA26m84RuSgOdCGEQ7oQpDq3yB7kQXOdWMa4IudlGHW8xfUumQAnlOdGgEglh1lTJNcJKkqGk3k0HGrp1A6RmaqCwgpiuDRA89gSRkMVdQjSR11UdEqq5CYliplqxr0sPsAYaXHrUgRiwMnIjHO0M+s7HtBfMwJsZQP6yJoDHaf087GQLNrlJPCS2Z948ojoQIM101VjuZRBc8hXpOqLR2BzmsJXNxA0Kyo7YLt0TFI2tJcRNarTBd/8v2KOofe1IglipRy0OJGVpyIAsrBJZm9lbEpBVIdv80XLJq0684FednByiYNtSkx+rNGOxkSMxgyr9qYSkv5XIqazDnTc1ozIbsm1Y5wgq9Gvt7EKYoX6ukKP7dpT1i0zbA2AeYEeatoq64AwNDI2/MuOi9tiSbMmQ1AkP3TOiPn4A+QEQo9NajG1MS37N55qbQ5yOoQgKU7I2f2f3MkkWy2NEcjVgV1bqLpNdg8NNU1ggpU57AttfUyVIu0qT1GvZdx3fAqSuMYKo/Iqof8erhejz1z29Jhy+PLUuHwcikuvvOd78QP/MAP4Gd/9mfxMz/zM/iar/ka7O/v493vfjcA4Ad+4Afw0Y9+FN/wDd8AAHjXu96Fn/qpn8LXfu3X4kd/9EfxZ/7Mn8EXfMEX4C/9pb/kx/z7f//v4xu/8Rvx67/+6/jwhz+Mv/t3/y4ef/xxvOc973lpF3iX7VPLSbCthZcig3vRShj3Cd2pLKp5IX3RLYoKY31DVs8SpvOAaQVvNZx6a9RSiWZ5EWsXuUEXNpLmQJYfLf28fax14bOUQmUDS9ogW/me8hviWCNJl2FmWfTjUJA16qCNLPRUGIs7GecPJUwruZ4w1EgjDtpeOcC7RFoqZFqJkeVOjVgiafqyk6j0uuwdZwxFDDUmWdjHQ8a0P78vww01dCDEjegp9MeM1TPS3jltsir32QrOWNzcigCROgPd8Ua+SgHdWcRwlDAcBmyu1wXIJKyjGUdHj8gN+nO+92SGsLlug2b1uzBJGsWOOR4QykbSSVbhIgTSpn2vkQm1HNEjfIvAdbWO2+KGrBRxGotpQXSyT3+SkRQSZ3UARDUvuTQ1ZQYFwrSX6nEVfbHGVYaGEdjLQksXMR5GnWtCf2vr6YH9JwQtMb5MyAAXUR4MQ1VfJO3IWLroUDmxVAPkpaQ7wvko15kCch/FwdlmhO2I6dpKyxEZ037nRpIKi5riBPQqLGSEQu+BAEjliHItpr1YKzUyg7XMFcZLGBkYa45dRNDs+gPKIiGMGWE7obsN5P3O+SzyzsKj9v4ki66CNtsqqtJqZMa4yaqCSOBeKngWd4Q30RIsrd00ipBXp70OWTUK4qa4Lku3mTxit2qFOBSELOtT2rC0al+SaJD0QcijfqKdR78oSjlVLhcVIfi2JOlpQeCJENnSOzVwcp5KYfy34Qaezlu8Jh0811v38d9216oXe4wXuP3Lf/kv8eCDD+Lv/J2/g0ceeQQ///M/jy/6oi/CU089BQD4jM/4DJRS7/UHPvAB/Nk/+2fxzd/8zfiWb/kW/Pqv/zre+ta34pd/+Zd9n2/7tm/D/v4+vud7vgfXr1/Hf/yP/xFf9EVfdCWB8uOxWQx8T22Hh4c4Pj7GH/o/fSc++toJn/k//Aw4Z6SHH8LNP/jZOH1NwLQvRg8EpDNCfyxlPaunGKtniy/qJp3qJXaZMVzvhA18QOpMiOjO3sc2QkAzVnJTyug67H1dxGblh4AvxCIGVLsVlo4wHtSytLipxsE1FyDj3dzQXOep1GJDnYnSi5yttbmWpi/i4FgFx3CNXIoapM2s1uTdMdsI20lMZlDNOAIVdu/qZw5Zoo7Vtrhpbp4hNUnvD4DFTcK138xYPjs6Mc+iRI7SgGlayTH7E8bqqVGV5yaUVcJwrcdwFL2vhaWVovIeSlL9iyIVDOv7RLdfxJrq0C6tklK0pG2v216gfW7zlc6lzDNtGIe/NXkZXNzUxcBy9QC862cdBFzcyOvutfY+LxPGww4nr03ayle+X97M4lypsaSpNM9AFHhbOzvGoaDTGnx5lpvulYVnHIThqHMYPW4mmculCEiN+xG5F4evW7M7OJQZy5sinCSweH0QrKwQAMJ2EsObAqb9hO50QthOCOeDG2YAmI6WnirIS9EYMcfH2nHHximZltF1Rew2eVUJ4KmUoBoojjAEuD6CVCFk52a4YFUQNUcmuBMr2hnSVyEvhU+zuSEBSH9WsHx6QF6pk2AOfa5Syexpmqrb0VZdODqkSE/ugsp6W4WGOnsFmPZU40XXF3suLVU17AesHyIcfFRKduO64OYbFigLcQYMqZTeMs37v/Nuz5ADRVWs34khCIs7tfR0ey3iT7ztJ/CXrv8SlpRqCSQdIDz8/8XR0dEnhAxoduJzv/O7cHqFlsHz3Q76Hr/w1/7qJ2ysv5O3expJePZ3E5avu1k/UDEYM0phK0Y5bmXhNt6M5anzQl6M1bMAUFwIxnLVUhJZ2z5zDF4iViJVATfVT2j7uAfzvxpjaX0NzBB4/h7GCq4GwuHDFhpWLkOwVAURgsKzYZA0gxkcJhFGiluJGogDcm+/0zFrRUQO2j/elNNsXAY3DpDSKjYyFOapCRtqCz03UP1uqaaNIe/J5OQzgisw6jVatGQIishISyWBsPslH22GA1CugLXHZYvUWVMp7GVklpO+4BRcgik+n338Y7u3RXgKWhzhaREjjKFIxC7dDYvsqCiJK+Ux1WZRBj+rgqJUX9RKAycfNrl1VnVGTtVA+nfaJMrhYUWuwsRuHDkQ4iDaDEFVEvMyIS+iV+ZAo2hPVxjo5I6ljNnSAD5zlg5y5K0eQ8YrFQZWNmoKp21qigq8iRbrc9+m4aw6ozT58FphUO8tJ6oID+DXy1S5AFZ5ceF5oPqMegUCSWl1d6a8klXEtBcwacWOvYOSPqImGGCE0apWUFM2EKfc1SZVKl5+g8pZ8Z7xgJVI+3gdWZDKIEDWBCFfq4HP8HXF7uu8vJnqugDAOCfWx8GerZmSZuPodJQRQchamfFJ3V4mJOFTZbunnYTXfcFv4Q8+8LP4n+lVAIyRKNEmjsXjnRY1197fkRdz/YCogE17jDAS4hCQkqQhRFVODf1YI8SSgPEwucCJk+40Ys+KIHCQumDoIkmwdIEs7t1Z8RIhDsEdhXSWna8w7idYq2hrZCRNcID+OPsLm7VMMkykQj4ZPACIAnEyAShA53B0xDRoXlPLADcPMPKK0d+WVs006jtsxr9ILXR/VpDWoj2wfiBgONQFMnEVmBrIX6bS8yydIaWTwnOIW01j3L9FGSPymcDIw1HE4taE7uZG2N5aSpY2VNUygyzCJSVwTJiWwZ0VawYkYyDtv5FBY0E46jCtAsY9aSO+K0blSIktYBop1XytwSlU9Te42ZfhGvfpjLG8I6kgWzQNGreceRglyg6jMMcs352XSuojmpUzjtcXjjq5tO7Aov1h4ygMWo8oex3yXjeD15NCy6xVCulcGi8Z8hS3RaSThwxMBQSgGwvyvkgElxRcgnrSBltxYEdr2tJhuza23hFj051R03Ui/yzLT3dzI+foInhvBSlXDS525NdnvJypqCEnRaYIOQSYOBSNGbxIyOpkROttAXH6yfx3JZmOe/Iexp4QF7Y/YGJoM3lq7bsBSAOrsghKTA5uXDlK++m0KVjfnzAeSKXU9gZjPGJwp0ghKxKljl7N6+sFRwZ1BTwEdDcTlk8FHHyUXLelO8uyViVpFNefZDfQ1oYe0OsYGP0oQmPjShwWDgHLO8WvzX5j6SObs9zTzNmQZ1LWkDhW4qwROClrOgPyHKQNY9SX7eVoF/1ycRI+VbZ72kmIgXFr2oeo9ASg66TGfwSCEXJCjWbzQlnQA7D3FEt9exRHwhqfuIOgTYT603o+jqLqZ9K53vNelf6sTDLby1Kqt2+9B0pHQEeqo655w5FV679WNmyvya1Z3pZ8rEWJVKCVBsZCl1ylLfhtlOyRElXHIJ0DVg65vU8dqK5o21xRpZT8JSm7X/7dnUoXy3F/geGQMFxnxLWexHLqsXmTmqijdpUD0EtJVV6IFDEmmYv1AwF5AXQPBCyOO6yeGpHOJoAI2yNRfJz2pIIgbQIWtxgHj08i5azqftIkR6NCRm0UBMCIZWnLSOeEzR4w3FdAI6E/JsQR2F7X9uLEiJuAdGYyw5g5KeOh6WPoXKojySxpHdPB6E8YcdReE5saua8f6tGdZOGUNK+gRV1xa56WNIziTsScxmsdOBD2ni4uumNKiFRY9PwB0fZXDkTQRkmlC968DIAr/5mAUxiyGveCstdJk6l96Zho5NDFsWl5GItd5oajkVEl901TkVQQEsajDiFWeWWatETw/pU2lFIHliFllgdJomXAo2potD6ttNMhAoqnETDTW4AR6uxRpNrkqDsZRamSJN1gXUOtIZg946UPGI6Sd3acw/9QnkEQbRON8kn5J3ED3PgvVkaqKa8zkbTef0Jy+NN+wrivqNdCKpMsEAFkrTKlUtGqFuf6/NWM9SPiYPOioL8+YLizQLwTsf84YavPaxzEqXdDvq3oqaGZIdfP4sDoT7KnSk3czBwFW1OIRSvFOAn2DphOSHdWakrS+2IEbG5ERDAyGAefbLXFV7aXvN3TTsLp0OPcMXRZ4OKAGnkQPJJ1Ik6pnwmjGbMSxra5UqsoaO1xnSEMwJnyscJ7QGX9UoH2jq/H8UoLEz6iAHDx9sfSeAZOSJpB+Mr4psyViK75QWNPt2WackI4yc1gf624EiPXMdAxELTeWn8npDZFMKxcSqFaSx1AjaRFQQ7FNjClN31pUhgWkZRNBLIsZOOBfD4eGa+jQ3eetIyM0Z1I18Zk2hOjLP7moIXR2gXLvTIuh/MbLFJjxnBNUCTuGGGjeV1L4exPCIuMaYwAd0jnhDQCi1ty/YJ4mFES9CQOUIIXu1MRshgfi/rDaAQ6dV60nn3cj9KNlIFuXaSM0zgJveTsOSoxttQqnDCKYUqbKsJlz0jppYthGLl2tmzm3siNdq+s10LpI4iA7f1Ll/J1wbBQmfWV3S7vThw0j91gstIC3MppIEqIQ9bcftV4YAJgra0B4QcNWcmUwHigPAZVk5RGW1nQsmVwpKR97kof/G93NNShD2Px9yMM8h5RqYiNSXz7823Rc5F77MhFLz1K7LxByw4BIHLlnHSnBbFZU7ozYDoXB3S4TpgKgbQ7qZOSRw0ETPky1PcoTPBS1HEISGuRkw+DpAWteZNIy2v8VCTl5oRjggotwdVY0awXRphu0xZWuVGiklSZUbSiSO63VePMUSUmcqdX0g0vQwmkRUwv9Rifpts97SQ8eecQv7m4H1yOZREYRqS1qAyapKx1rQM0764piZLgxt60BuxzZ5k35VqVPWgRJOpLB4C75jtVozNozhbVMPI8z27noQrhcqwyt2aYi9ZogwFoTwJZ7GprbMnfViTBIkhiRlbHIW0Zw0HzsBu0afC5jtPKFVs5aqBe925O0eeI6r5y/BqF2CJHrAvXSAjnUVENxngo9dhTJ62lx31Jf3Sn2tZ3Pem5yBfx3BM2N6R8M26B1bPZx2fEtqJpiFpKShhuMPJ+AUfJx7ZOZdybcLi/ARHj1ngEUEIYCKtnRRQn9wEnn5l8Me9PpDojbdh7FnilwFQjUC97LIxOn8m8CBgOA84f0r4Jtwj7A2vJG4sktj0T+jxgAhDgxlIi4po3ERU+gcCXNydVPcQ8t28Om2lteCOzACwi1g9IZczqZo3ogTmEDUhUDDJnyAyqCv4wA5PNB8QJGLJ2sYyqLyDcEmZWuJ7RHW8BImQl6g2HRjQkrJ7ZIh1vQduMctCDjyRN5dLH+iyWjvxZTOviZcscScidymFIa3GwaCzgLmA8SBj2g0fb3oNA392olVDe9K19lRopdlYUQWSVJ7leJTunTUY6I3RnUe8boUzynHswM9a1xDqn2rrh1QMAiG2sjHTO6NZWAgrpKwOIY0pAUK2UEuGpUUFC4aTMdguDVjopzwMNEhqte2UgpE1FLEqvDlsmMBm3i9GfZgQq6ChiQkb8ZEszN+v0SzrGp+l2TzsJn/lXfgu3zwtQ5MVH0Hwdy0M6Y+mjcQbtvxphCW/g4vGN3ewqZwAYVURmtq8+iK0i2sUDwkuuolasWO07oOWOE/nvORLOHp7Dc17qZtfRnKdWH1RDVR0ReAQPuSx0J8D+RyI4RUnRqPEy+NZEYIZDidjjYcS0FGJoDylf7M5qvtIdH9RFtvaagKIfBNLKCh6FcOUk0VyjpuG63McwAtujINELGZQvfThWz2Ysb7KWlwWcPxidiMV78Fpvu9XDgbC7V0+INv54VFA6YPtAcX5F+q0VzqcVOAIPfs4ziJ9R8PTNI2x+e4H+VG56d6Y8jRNGd15w9nDE9rro9VOz0PenRao1OiGITUshjwoR0zgdwPphCd/Go4C9p2UCcxewfiAiDlWZc7ieUCJhcVsgcetuWBKhO83o7mwxHi0k4l5npLNRGogtgypbQptojbWPQlOChRAw7Xd+D6xxUBikUVPpAo4/c4E7/2tx5BbPBqyeVrKkIlTdqfIPiAQh0OZR0j1yrl2Rl9qJ0px142Ao2VJ4NgxDBIX/k0Qwa5vRH48Y9xK216Oz+tOmiEy1kfyg71eU0mRO1pGRwZ2ib33C6aOdpNXWBeNKqhVCgzh6t9FeOAzbI0J3GhVVI+C8TqORKKVja+fcJQSRXJ9WUvKYl4TV00W6mpozrUZ7e12bK90uWD0zYlpGbO6LePL/mIG+AGPA0S936E4Zi+OCw988F5GqRUS2fjOKbEzWHKzhicRRVE6NQJmV2+NpFWakE0lPbe9LGPeDS8GHXhm5QOXdqICUVdwQA0FTbHkRsCRp7DTyRenxT/T2CifhpW33tJNQTk6RTzRZTAFE5Ln0ahznRv6yzY0uLrHteow22rxyI3iN+2w/M+aNgZ8Z+7uM50LUfsnx/fp2y/T05XDUw5wE/S6t2Zs6mXLabALMGWLM8pnpnL2BjasuUnV2fEzNyxk35FERQE3agmrJlfWk1wqRuKlRlbesJlmoQMC4Hxr0hjy6Kak6iIBeg0bB6UyZ4ltCdxbcGXMHS8tBQcCtX3pAfrMmcBAjD7amNrKPkSXNiFk0DRanxOfDIH/YfZAbUgjob8sExlHK2CwSzp2pM+p1xVoua0gR1DhOq4jxYM+V7ki7Thonp0U1OAVprU4aquqYOAZs7u8w7Vm+ulb6oLCmC4DxsFSuz2SVP1SfN1MWjNJvgVdiZBa3iqcgJqjGiCpXciQp4Tuq7cNzR9jcb/03gL0n7bkSbYdplTBcizh/SImHG0Z/IpPcjZWsWfa1BLEEb/Ps6UbjFGmknHtBnUwK3TVOClTQSdIr3ZlqNZi65hmpzDGDkyhcWodYq34CaYQeJDiwZyYvAraHpNyI+h6Zkx3Xk34WQYsCigVlDOLYq2IiSgGH5NUabYm2EFjl3cudER8lUhDZcSmPNAEol5FX0akwCpenTBVdAey91XfN0yMNpGjvZiBs+OUTU3ple2nbPe0kXNisisAWfQvKWxGgZrtbmulK9OG5hnDZcd1JaJwRogv7ted8Ts+V7Tc8/3v3mMW8AzhyYvubjLMf7y7XaAQxyrWLnDsR+n3UA7djr9fyHBfUOGFOBGzG06Z+jBQ1raiRsIZD/c4PMRtN7DLW3RlrMycGq0FpSz5b56I7NsdJy9l6Pca5nKck7ZtgqSQTa9LrmJbVkLZ6Eg5lk0Dgi9v1+qeF5Kh9zvV5NpKdVHeI1fJqiSK9HLZHAatbGWEQ8SRxtsRJNhEvAE00b45bbRy1uS9g2iN3vPyZMAXABHDPotaZxbFzB1IrD1hRPY5BjOWqKlHK7RCHJSdqSHtqsLRqQownMFxTFGqAl1KiALyU0sLhgDDcADiwEE2zOLGUWVILgcAhScQ7wSNiAE7CywtyYycdT+EdXbmnCtnnAtIUVdI8e+6k8ycnAgYI+takl7gPKD25bHWXiyMpUR2GcUXSjfG2khYb2XMAqnuhz2hQwm8h7wpLDCAEF3bLHSF08lAzidaLPeccAVLnggkiIb4ijAcAnxO6NRwlEPRDBaC2jGBExb4iZi4xbvwS+T9YCaqlf0aOGDljEV4G4uIr6YaXtH3qOAlc/OE2ktxuvTFwF6P/AhyI3TTGc/2OaWab73rM3eN4NGw/3jHmjIvOxoUDk+981+35QGqO0ugwWgIc2jFf6ihcMv88/+dl4/A6/0uQjpDnO89Qo+bPKplLNZ3Snq+ZXx9a2dlHB9oiPSFD8rU7J2VZX2t0rRUXYapICKD8k9Y5oZr7j4MY6uGQsH4gYPWsQNPWAMtgXSNnCi+AkNYT0umo0bmkD+LGUnJAsVbT+vf2RsL2KGA8JAxHMgaalKSmks95EbG5P0kjo5GQzoOjUNNCouC0KehvbSRC7QT6ttRFHBnrBzvkXhT/SJ0tyoztkTTgMtZ90WZs0ntD5jOM5LoIpqGQtfTYFEQN5Uob64iZkfc7UU1dSqlw0Tx7mFgNqlRmLO6U2bNmXR4tDy88H0mDjHsB6/sDFssqqW6/5T6KeFJDJi2JsD0ibO4nLJ8lTSExwom1YyeMhwzK2vWRK1eGI0m1ipKPeQqgoA76JGksEXJKmFZSoiqVL8HHZI4sFWBxXLzqJ0yM9QNyT4drwPkjwOppwsFH2aseamdVuY5hXxwxE5/Lq4AwMNJZFsTCxKH6oGJKhOEwoNvV7/5kbh+HdMMrTsKnwsaqvY4dw3qJ4b10e55Ige++a/Su+H62b7j6Yb0Ufbjb9zuf70bvlw/q7i9L65g8L4dhfug5kWtnbHcbU3vuy17G2W8Jzgu57Pu7zsPzeBauvD8XdnweO+3++y5zsOsUGo/DnLIasRO2hwSmgO6soDsbMSGhHyYsNKqTKowgcLeSWS2vzoowbK4vPLoVg2xcCY3cNXL1SgtzrAhSNnxQ0N2JMwEeypAqgDwhABiPOgxHtYTSFA4rERIittQ6Y0USaoYsCB9BJcy1vbVVR0wLUc3MS0MjcPEZL3Le3Ev6J/eyT4mESOxjM0VOKsC4CC7CRVnao0sfFTXUoXGO7fK9ERtQCcSKjvSq8LmCC4pRAcK23l9LRwCoZFpSVKEIEhQHgGJB7AqmTOBQB2H9TIpyVISMLd/FETCxqu1hAI7k+vqTgm4tpaCS4qpOC5M4aVJ6WvlKeUGgjVb56NwJl0O4Q14ymoGyrOJye2FARxFbHqvi4ivbPbHd007Cv+f34IRFIvO/oy+RDxsU4a7bc4b2utsVBq7NxfvWRpu4PHq+8pRXIRDP4Yy4kb3quJcc0396FXrSjPP5euC747sMFXle2/NwZO7mdNxtHM/HEbzKWaHm+9n52+foKmdl9yRXOUQ7n7sqZKiRPbQDpeTRCXkQ0aw4Sj+AaT9JikHTAwAUUYh+jtKJsTADFbJGrEkcgFZ7ACoLTKFxwAPAfQbHWN8BdwglHWDnNUPTzt1uUOnqfk36Sr6Aoy9xmL8LJk3MAUBgYCK9L3LdF3hIBGRzgkhAFSqVi5I7IKgzkruKNgRo91YGQq9ojamOejpImP1xIOliaY2YYkVFShKtg5acKOqg8JLiCw6ic3hsbuQ+UChyzc2xfO5RhdL8GcyAp2J74yUIMlKVXmU+wMqFYRuzIC0xqEaEaSRQ/VtaVQfhlxQgkDqeDUF3SQMSIvpHP+S3JD/xe/BJ2V5JN7yk7Z52Ei7ddAH3Urhm0Zkt7La428K0G8nZfrl5GXKzX7MPk75kdh59sS/lSz4fNOOqB/Ky71/MOfS6rzTePN/vykPd7RhX7XfZPDf7td9deWy9Xx6VPk+H4fLB4aJD0ML/O+e8bHytA1FP/jzOzVfM4a6jq2SxaSUfSDtwya+fvipi9WxB2gSEVURWEl2XGenORmDofcL5A9E5E2aUvMHYphqE0uvtz+ZAmNSztCTmJBMU9ybkVefEwzLAo2teJv3OFDc1ZWDvm86NMeF356NESE69SJohnQH9bdbWzgGszdOM8CqNwqTahsxB8PSR5NOTRuqZq6y4ybJHi+gbo2yVNEUNLljy9926IPcQcucC2pMB2B5KA7g0avvohgxr99R5HkEElNb3yf0sPaF0QnSEGt9pZdoHUpFgmiBlCtIltMjYpqUafOWc5D4oGbEuVMEQHjajLs7K5rqiIwzsPWEdVOU5MLVZIzhbtYukafTQqlFROmAMFhnJ77ddLT8vHRCJX74W0a84CS9p+9RxEqxxTIYTn3Zldn0t3jG27UJNuGis3NHYiY6pNVY7hpuaBbGNBnbPb+d+rnQBPQc6cjeDfTfuxIzr0I6t2e+F5PPa675wHqoLz+yYjdHdTdNccNoalAPUzO3zcbAaoztzFHcchUsJpTtjvCzNs/sMXLW11SYtYlMlb+W7UGrUtnstpOdIG1EO3V4TkafSAYcfCejOJ3AXEcaCdF7Qn1rlD3u+30SpSA0JZRmP5JzlVFmFiQTCFu3/7tmEaQxY3SYt30NNO6iks1V4eHlrwcX3AJjlzO3aRMIcQAAWt6VqIUzAtJf8natKgRLJinCUHCKuqwx0XkZ1CpSMqe8tsZIpO6WUkBBNRZVVZMRNctxJpxMQtxGlZ0z7Bcf7wiGIG+DkswnECYs7hLNXhZmImxh9VRptVA2nfbggUz7MOOu1amhLWD4jxnn5rDbtytrRA2mWXAAAhP5JREFUdApSxDRKRYdVrITtBMoBsQ8IYxAwx963hlzcisnNnTVgVp1IijDZfRnh6Ex1frg6VWEekDmn4mXyC17ZPn7bp46T0GzGSEex1RRzI3iJZzlf7IW9vstpaH9jizQIDovufncphNoep3FSZmPZ3d0M6+4xdsa2GwFfarQu++6ysdnul80B7Xx/2WFag98a4V0Hgi5+vjvO3RSA//6ScT8vbkb74x1H8a7zQs09vdvxr3Ic0JzjLo6bH8MM7K7jNquUUFnxFWHaZ4eapcJAxCn8+dFKlwA1glqyVqwk0Pp2mL4FwXPrAJywFgdCHshJmN60K5CrJ3IiJxbaeG0/mxdPXbSGhKFRPmFaQpsPEXjLKIvgHAPjF7jkd1PCK2S/CE4B00F0fQqD/z1NsMAcOVgAecGS2jEnoQ00ipxPlAoZWDKoBMQtYdpj5IU4HsMRqh6JzuO0zyjL4v0oqOg5rENqYjAKcpKqEJARBKsoEgBgIjAH0Eh+Dn+GTfq6FYLiS94Xro5BO++GlPp7ycpNaX+841Db3LWfm+NyWYl3/tjrL3z2id7aOXgpx/h03T51nIQd0qIs5HwharEI51ID6/vVv/1hJ1tk6/4cAEYlXl2Zz7Zucg1JawaJ6mLc/vZCFcDsWptFdsfItQZs9vLuRMD2m/qPS+aCZZwmtyrXgrpwXmIM7Zw+Nm6iDHN02utunAFj/cu81jHt5vd9Dnfn6TKD36IFl8zj7Hqb880i32b/mZFv5veuSE5prrM5b3tOM5i2f1XrnC/6VqM+e66tKycBYVtbhTOJkE5eKjFN7yeN8DK8TPWdMK2Kti22lUHGsSAPVe7av2/ud0nAdCAy6dMqYXtNyuuEQ1GNlv2OO0hlAuRvMBC3hNIxShTZbCZg8axE5tNSJigvCGevrj1KQEB3SkjMSBsVytoXIt9wKA5UsY6nKmZVOlMU1PO3zoD/W26q328LBswZ17GLRLVWSywIw3XlDDROMKcCWkkFQMiEeH7RuEI5AZzqWsaRgFHLYDtCWBMQ5D67pgcg7bW12mWG3tDO+9LMmThW7Ckoq5gx2e6gvWLaZ9VLju2AGe7oORq2835cCJJe2e6p7VPHSQCAxhhfBnOJYa8KgQDcqzajdCGqaVcOczII0oK2WeA9kmkMn0dK+sEMtkb9/WVwd4XtbcFo9sclBgzNy9gYnN2IOTQGy/ad5fZp/n3ZjQYMGnZyWnP4KxyQGVGtmQPXDNg10jtz6YQpuhjZXOXhh13HrRnXVakWau6Dq8i1Dtz8EmdOikD2rGNuPAKNqhBodi+tfJH1+J5O0t/4s2MEQp7fc6tzz0mU+QS2JjfGpQ/Iex3GA+kNkXtgPGh6L+g9Kb38zohmINXB2ALTHuHktRFhjEhrllLCPcmVL58OiOtKxDMhq+F6D8qM4Shi/WDrGcn1FCPbJUUwghhqJxAu9Zh9AVQ4KJ8tVNODNScesXmwIK8K0DGoz6BfWyIMUtJoTdNAjJPXJmzvY+Q9dofgak9ZvnMnjUjQhAKtdNC57aTBEo3BSX/dqYp5kXQsDdvgKqZSNRLBocPiNjDuAdvXaIM06H1lHYsKtxnyQQwMR1LGWTrC8mnyZ2S4BqCIABeVBfo7U9M/oVmHmudmN+Xj4m7mIAAgqCMZrREdzwz9VWvr7DtzPjPNrMzL0rvhle0lbfe0k/AZ/9dvxvTgLbz2T/0qUHTVI/WO1Qh7FNcuvra1xukyY9P+HrZw08zQXYhYuRrOK6Fm1N+357qwL8SZuFQxki8ef3ZdbfS8i2xc5pBcsh/o8nPY2O62XYicMV+4LhyvPc8Mybjk70uuY/e8szHsnHd2vVdcCDdG/dJnA/D5mZHvgPnvbNzqXM6+t7Ho80qAO192/Muug4PSKixyI2hbbHKFyuEwIKxC1em3JlbmCCp5sSTJqQNQ3QQ4CmW18YYKZY3IqQBJ1TCJxZEk8GwuSgeMR/NIVCoRdFpaKL91TEnnKTAoFcRU/D20TqtGlkNfQF1B6MrcSGkkbeREQRHESZDWzBUhaIMAUaYkVxyU40gViaVgKANlQRgzoTsldCeizQAoghNFQdMbfZmTEOp15iVjOiyouSAIx8CckUl6kcz7YZigkw5WHXVPocT5OdrtMlSSqa5TFx44NM8oKR/FdEYuOwc1x9PPRaStOriZX6bmTnr+K9/hF3KMT9PtnnYSHnn9M/hjj/5/8KPhQSHYNH3fiSVqcTvZGjaL8JqFhZqF4UoLqP7BZd/b8b2m3BeZi/vZ+C783Rh1g9wlaqcLv70A4TWOkB/zirHOHvhLrtfhel3gTcZ2Ng9NlO8fl2pcmvVB56X5B8+P43DuzjkMSbHod7b/ZddyiYOwe427Y979nf8k6M48N+rV4GkEVmqU5RFhMx8+l2juRxPQ2r20/iEXrs0XYH2mQjPHRTkByXL3DEWqsT2Sxdhke+PA4I2Utxn0bqV53Smc2S6y2ABPkGZSOubSC7EPSlKMG+k2uKtxEAZh6ZdIYghzhesdwm+f9WZOZ/eDAAqMmHK9Z+oomIQyguzDGuUTi5F2GB2EstAXvUDcMDXE5oz5MIJUUoRBUh4ocp3dKbxFu6GOeUFI54TFsyLc5AJZeo2rpyoyYs6K3cftfYS8x8DBiIk7qdLIBBpkB3EsSCXTtSnVyKC+zpU5K2EEckOsRMMfueCM76wPYvzncx92fuDOYgS8wRzV8/HOfWyFpcDyE3ueR375TM0rnISXtt3TTsKQE/5ft14PLrflgyJw5LCsndxastS0nP/eX3wzykGIR9ba1PoxX4YItGRFUWOD6JVYGkIXxt1WrLu5zxl0ry9dSZgxwi8w+DMQirDagcYQ7RgYUbBjVWCbj6M9nhHgLBVT0yeshkOuyWRYHVKPmBsAHYu11HUD2xhpmqqBnaklNs6IcwJ8EaqR+czhQD2Pza0h/Uwa/ezs1xK6ABW28b9tPoW8Ztcj91EdBj2gHXumQJl35uGSFM6MMKaRdxzkwnJXF3nhaHDN+Te5ZOsWatE1SGB2TkB3zI4AAFolAIn8rVfHtATCKRw5MGgdkNI+b5sd22dQIuyinwsB0BybWmtfOpUH7ubzZ3+zQ3r1majIkRq4TnL6RMA4JEQSwSROBG66ulJgkUkOpTqZPt/kz0QYJTr3NukEIFQko3VCwPBcv8+DS4LLfaLMSKd6/Ehg5vlaQhUFkP3hTs14yCgLcWzCRNIUrAB5HwjnFYEQjQlJJYClJDIvm2eH9BncksuUZ+1LEUfGuEfz5651wltHtn0Fba0hiGVo3kU75wyRK9W5tHLU2XFJArXSA52+UC8rmvDK9qK2e9pJOP6l+/DbcR+vx3+qHyormMvOwx2ah7hZnGYkNMgLZpAe775Uu9FP+xI1xwpj/fcsCCVbKPVwVxB6QhPBtfs5GZDqou3Hba6ndRhKk9PevYZ2P2tiNU9FEC4s5LsODte/d8mY9rt2gfLFdtehYfgiPasgAGbdHA1ytWh6NgYzAIT5RLfnwPyzdq6JeL6YNltrsNtr3HW8rsrdGqrghp0b46oOGsU6NzOyGQBovwPrSkpT43DY/nnO3ncCG8NLgs0pst8FdXSCNjRaWGpCzx+37E7g1FElqbWokQ50JvyTIf0dGgeu3gNCGMmFmy7MFZPzeEJgvw7Axi6OUVpM6PoJOQftJ6LPx1gbGAlZkefQegPjOdGvuW8lqs9kGgluHNuHH7CUBRWVmm4CipbA5w2TAjCtCriXHhCSAlEOxFZVEjMQJnLVQkMiqABhABY32cdt/UKg93faq71rnLTYRvuEmd7HZc+5/27nu8vShL6+XeZ0tOsAi05Cu8VX/QYODw9xfHzxuK9sv7O2e9pJ2P9vwBQDvJhX+zeYsNEMBoZEltwQDqtx0c91sfAUgTkPzQPfGuRZ1NsugmYwgcaVh+djHf7aeZHsVMG6ITZGafflE6dHf6RqatSOyVjL7bguc3Z25mH2sTkJze+tYZCjDA2xcYaYNKjAbC5x+fXMPt9xduS4ujgaIUodpZmjpQRB0MVLbB2J+b0z4y+lgZdC34Asro3xveyaL3tW/LoUrSEGwmALfa0WILA6P+SkSU6AcxVsXmXSa5pC73XIJGnqVMdsES0ARRd0aHk+DxwhGgAqruSKeoG0sZIico0jYNcym2hHVKSLYjqvHVln/FcWSL+tyhC+guoSqPiPKgm7M+fj0ucydRl9ytgU7WA4mkFVKWmow9SLQW4NpDlVXp3UPLelr/eYCc6fuJCHj1z/doexEh9tLaGpcZZ69cwAJ2wyQRCFRvVQKg6k90FJFRnq1jvvqL4LuasOog+Rm8f5EiNv92J2/3iH9Ns6Gc2cXFiPdo5/Ff/oZdl2HJkXfYxP0+0FOwl/4A/8AXz91389Pv/zPx+PPvoo3vrWt+JHfuRH/Pt3v/vd+PIv//LZb9773vfii7/4i/3fN27cwHd+53fij/2xP4ZSCn74h38YX/3VX42zs7MXNBZ+y238X17/b/F/e9dngyfB+7vzAuIwa1sMoEZofEXuFzx/j3RhEmW3Cie25X+tE+KOBWn0XnYIh/rSxNHGIbDx7rGCQpcFwninXEsQvS1rIHc2UAAilioEvT53dIg9X31h7iwSv+IFcmMR57+5YOjJFrx51chui+4WhpeOjLVNdXtsR0uacclCqpHfzkIvc8+qOsfKmm+IVlrOVY1ATScJU52qAbcUByDWiSuyYBUWJuJTOx82zG9qngP9tz9zO/NTeunQJ42NxCnoNlnEi/R6ra2w3IPaSTBoWsMNl47REBYbT15oxQLE4YibWtbWOo8l12fHyIj2Tois8twokL4bJulr9yJM2p6ZgOUt4NqvJ4wHet8yu/NrMsfWbns4JCX4SaOh0jFy0VLIIWC1lovkSMjLiGlJ4Fiw3XQYh4Q8BSyjvNRhVIe/UUmlccda2fWpV+hzbC0FQrngHM5+q/fWqiWICbQld95svpgA7gAyZ4KB7k4An0r76xYhAyvBUTkU47XmMdL7I88h+XsfJvI0icH9zldoOFYz2WvGPAiya9kJRloHlz0lVT/3lGuYOw0eG1kqR1NVZ2WBLU/YC0au+ORtr3ASXtr2gp2E/f19/MIv/AL+6T/9p/jX//pfX7rPj/3Yj+Ev/IW/4P/ebrez7//ZP/tneNWrXoW3vOUt6LoO7373u/E93/M9+NIv/dIXNJZr33eA79z/k7iWP1hDFXsp1KiXVBnBVYuAq7HSRZWbl2C2IOY5BG3HukwYxl/e1jkwg8bsDWL82KUadWDueVueUfgONWJxXgB2vHmuhm52Xt3fetqbGiUuiQZ20xvEkGirMfC7te5+mTvnpokvRi+61jlXgGpOfZ76aM6P+T2Z5fqbSMnTGBMhTlzrvonn8tjO0paTxKEaaQDebY9yqY5BVIenkHe/ayPbmZMR6r9b5ysvmmhS4X2bE3MYsBdmTkdeWH+C1iGpqn32vLbPSptqMPgd4u94RDq7v61RUyNXmqjZjA4HVSRcir5Adyqll/YuxaEgrgvCWISXoM6Zd3dsHFUm9mcZABYKrXMA0hraupgwlIQwCtNfygyNxBhAA6GMYmx5W614vSYpGSydPodm7NtnvX0uqHngWmd4lw/Urg2mJ6GGtCILwjmoF4z5NkMedsbA4hTsptFgxn+q913QDBkjM1wiux23PB80u58zR79JV/l5DAFp0ieGjs6QQ66kzZZnU7/XZysxIgo6qotm/tjrATrAK9vv/O0FOwnvfe978d73vveu+2y3Wzz55JOXfveGN7wBX/zFX4wv+IIvwM/93M8BAP7aX/tr+Hf/7t/h677u6/Cxj33seY+lf99/xrWTtfyDCMbAlVyeQo4hOKzs7FuLhsB1kbcX70JXurkXadA30XwRaFMIc2NXfyzpjmYtMvGTpjQNaAwhpLDB/24hfDWy9l9HEHacnRm07DwNFli+Kd1zp0nHJZGFgt3tQtbOzc798OvWv3l3p3Yx8jmw8dSxk8+d7dPONTfH4rmzg2qc5wgJzfgLBkmb7oXk99Xx0v4GgqTsOnXszxiae+COXrPotoTX6vS0Xo381tpCWy45ojplplZoUVm0KpdmXBxRqxD0XPbY2TUyahXEHO2Z/87G3ULrHpFCjJApEcJSUWqAaVIuwJhBinxZtByaNIbMQx0DGEhN10PLx0u7aSk/lAiZEbcZJUpTorCVfgZMAG1Dk97zW64y1PCI/67b7sO8+5PLDtF+ZuJJeix3GHbGhOba2f6vfZ+LiVuR78+AcwvkeeDqKDTH9ugd+lzoAxi3TdqneQR9nSmoCIV9Z6hE4zzUBQr6jmk6qtVYaN9ve8Y7IS6GK3Men+Bttha8hGN8mm6fEE7CF37hF+LJJ5/ErVu38P73vx/f+I3fiJs3bwIA3vSmN+HWrVvuIADA+973PpRS8MY3vhHvec97Lhyv73ssFgv/9+Hh4cWTMsv/dFENEyOuS43CCkBK3GKFo0mrBFooOUcgGnoAeA7cyF8W6QXt9uZRsCmVkUSnABzSdza/LZQtV0B7TUj/+uo02EudNtVohLEajlmUof8zBEWayNTPbD4EjpeB7Ua6YWJA2+jWVALAsChPFq04chWrapwZGUwdU4usGJpjuWqrvbd59MUkVuh/HmHVCMYVIFmNkkHnbaTUdCI09TgrkWslhwFG7gMCl4q2WLe8RFVCN7M7DawdAmfnVEM67QXpITDVRZwjeWVE68BOe8FTFmnLDt3nvkaKw6GWxE0y79NCvjPo3rwp03SgUW5CeywnME6MfiPHNUTBrqGV4yVWA+Glp3Iv4qgOQgDClqQEcmBn8VuZX9hKz4j6nsgcebWF6jPEARdSNY6CFCCugQUkHx+3er0FiFNGdxawuBWxDdK0Kq5p1l7ZIuzaJXJ3rZg/r5d+djcnoUUaCGASHYN2Xw76mRvY5retk4Sd8QULZnacDFLnoDXkTE72rakOWQNBkCqogZBOhf9RUjX8NWDQeU9A6Rl5ycirgjBo/wlz0FuUBfWcCJXQSwXCv7B0p/ltHbAMI9Y8YIFuhih8MrZX0g0vbfu4Ownvfe978a/+1b/Chz/8Ybzuda/Dt3zLt+DHfuzH8KY3vQmlFDzyyCN46qmnZr/JOePmzZt45JFHLj3m3/ybfxNvf/vbn98AzMiG2h7XDQkM9mT9W/4rXdsAkOSb00aNfON9y3Fq2VT1sFmIPvYSUyWmAQKdutiOoQLqzscBHvGZCE67n0fUrUOg12PRli20cZSFWBYC9uibIyGtSz1GBqyMz8bFgTDuBRlHruNnNSYmxWrnIvUgPLK2Y+1EcU5uQ41Scqea/0ZENGKdycBmuzZ4ikSuXRyFbBwCVmfIQiNWKD3IpLnmfb3dPjZTMWxJXsKEVyPsDlfRVr/k5WUlSnmf6RKIw8DVOYF8ntYZw1GSzn2dpimYgKSliOq8jfvarjdIn4N2DlvI1xosVWi7PpPyjJlDwY4eiTohaTpAHDQAKJO2Lzbxm2YRrRwRqqgEwctoAQBBGksZf4HV8c59QN6TnHMYC7rzxlkKiii0qQwzfs09oVIdiDjUvwFge5+QBvJCqhn62zLYdAZPA9n8W4viMALM5KjGzLibqERrxM34XZZTAzCTW1YHgBz+ah6n3PxuN4CmK/6+zHlp/t1yE3wM7rBwwxfQeYiiE7F5qDRORoMYtBF247yEISiqCidZXg4CNO+8HsuRr75x/nvGUdhgQR2Wj37Yf/1JaxX9yvaSto+7k/BDP/RD/vcv/dIv4Rd/8RfxoQ99CF/4hV+I97///S/qmN/6rd+Kd77znf7vw8NDfPSjH7185zaSsIoFY5HHnf0AWFlYS7++wBCevdQEVni87tPk6lRBpMJv88WiTRXQDO6vL5yNuxmmfN44J3IcSzFYdYY6DuqIzNj1OkYxGlw9/WbBNufDqwfayowdT9r29zllc4Bk15BZmeiY6yHAnJideS71uwuRls+FGNo2+mzRh1lUGi0irwu4kSlrfbw6C0SVWW8oTbvgwaoG6v5MTcrJ/lMMCQgIg7ZWVhTJuA4yd0HJcuRVBLuOoJBc6/X7WBj1Xtu5qTHu6lVyM4eOaLTPDqp/ZfdsBjdzffDlucF827GhbbWDkNqo3kO9xtI8RC0CVPUp9DmFlvdmVM0SgqcXct/2GhAJ6aCly0agBMTB6E4DSpLnmSaVWdb3UO4Vu1PgqEOR8V/wFa4KJ+8WZe4+x7vG9rLfXuYs7Di6F7633cxB8HwRUBZtjrBydHbRD3F65mkHv5+04xypM+X7uvPXPJf23CbGksZX0g336PYJL4H88Ic/jKeffhqvf/3r8f73vx9PPPEEHnroodk+MUbcd999eOKJJy49xjAMGIbhuU+meUyHjBXmDZOkEIyRKw99XZhzTzVFEKVJixlg3xeoeW3s5O+5Ms+BhjGfzZjKsXNH/m9C3d8j+0kWSROikYPBxyWkMx0n1bRGO7ZgXAyq/QA4wmHDaSU53mjXp9B53BaPVAH7nPw6feFHzdXHiZHV0IVmgYemN0TdT9Tj/BY1JEGDs6lwkx7AnGAGzCpHYm5y20Xkh638rUUgnPRHzby4Kh754meOjkSe5MQ+yozpKDpD3uS4jbRocy76CQREQQc29wWN+JKQFYsYsOEw+LinZSWmRUOQuElT6fymDTs8j0Kzapho5MaOvLSPo0jlw5CbxihNSwJ1kmazzo31ea0Gl2da/bX5T+nqsfz5sAZHij7FTQZNBWWvQ+4DxhUhbSU9lRc6Ln0v0oYVpZFjp3XjNOs17jqX00IGkBfAuK/3dZDfGVJCExDPJ8QoyMve453zPsLIriVAGcgruw5FzBaM0rE7E9hFxa1KRhGEC1UPZkSv2u7mILS/5Z3/tvMe53M0OzzTPCjxn9fPGDupkeb8HBikJEivCCGoA62BEbE4Epmct8AR2oyLq8M8kaw5hq6SiCi9HF0gX3ESXtr2CXcSXv3qV+P+++93QuIHPvAB3LhxA5/3eZ+H//yf/zMA4A/9oT+EEAI++MEPvrSTsZRATcvKBodGz7mv4kNAjby8xtwciiwLaMjk0T1DjsPUcBi4RuqSI2eVjK25bYRqsAF4GsPHoJFrIc2pRgYyOfPdomCLQtOmzH7vBs06BTZogZeZjayQNpDOC7rzotc/b+NLRRj4cl64QxImmc+QARSuaQR1MCxqM2EX+0705OX4eUFeJVISyWKeMSvprJOiUaxGx+LssCNDM85HqFUCpRer33IFLE2SNlmZ7gR08wVyWhHiUKNPKnL/1w+YqMBu/bmqCWpON3kUK9fYn5izCWfsl4UK5bQSzlSPPS1JuSlaBtd2HTWEB8qLoeooAnC1RvuNifoY4bAVA7L0EUx51NAfex+o3nu/Hfo7SYVoKmMUBcSi+edkz19mtNLAYTIVSbizbtu4Tz6GuJWGRpI+g+uclEiAkS3tfhuTnhilh0gYnytSEcVxpcySBgyExR2eEf3Suj4fuAl/zqalPEOuS9ATcs/e4hkA4jqIAxHEWMet7MudOLl8GTx/GQLQ/vsyp+IuzoTzHOzzXVShPe8lTsbs9zvnc+eBoORUPZRdUwGIg3R+hMwBq/PIDrnoMQOUr9BAV69s9+T2okogX//66g1+9md/Nj73cz8XN2/exM2bN/G3//bfxg//8A/jiSeewOte9zp827d9G37jN34Djz32GADg137t1/BjP/Zj+N7v/V58xVd8Bbquw3d913fhX/yLf/GCKhsubGqITee87WAGjRZMHWyWf1X4ep6fhkPlst8lXSW5efeKaRmwv0Bm/MLI0itekYvSRIOzsZNF6OKpzxaGYsJIDQmzcQzaa4H+x/K4LcnRNB8819+c40KzF5JxiRNl58RsMWpTDUbQtGoBl3VtCUx6TNboxNMVtp8ekzXHayWqBZoiKVXLokoDKxueUR0JdxB1bM3ceRDVoEOsRrZEuw55fhxZMe0KZ8ujSc/oNVm+V9EnG/uli3azuLfa/uIYVOfREReCIwNGbnWSocP2jXqfpW5YuSmXGJ3Lyu+88mF2v+r3YdB3bJA5wc7+0GeAk0kgK6LFcIVIP4+Nox2DPge+X5Pusf2KEvDAzX0P8CoPSXuoczVZ2k+dLoY7DDb3FVEilEFIgxwVXewIaS3lmCAgbur95UiIG6As1GGyEshQr+VSpOAyEuML3ex3lzkYdm403192jqt+u/s9Nc6DHeuK316FULT7x1f9hv/9yeIkvEJcfGnbC3YSvuALvgD/4T/8B//3d3zHdwAAvv/7vx9f+ZVfic/5nM/Bn//zfx7Xr1/H448/jh//8R/H2972tlm64Eu/9EvxXd/1XfjJn/xJF1P6qq/6qhd/FUSQ0gVGXGfkRdDFJCCOLO/rjGAGNSqmu84CEXv0ClibXuvsVqJEwPZdu+CHiTUKr85EZfwKOoAoi5OkQywtUC/B9q8LfTWipCiD5GJJyV2V/Aaq12LzYRF27uu4Ja0Cv552DFPfnHcXxjTCYsN1aBvJEAPQao8AQlDRiRlPoNmswgPElVOQ2R2N1lBb9BiHWqoo0R5hUu0BLoLwCMlSfhsb2NURmziXLJ6lViLXbnpWSmvXrIZ5Wog0sSBKcg/jKGkVTiQltaG5l2aMChx29TVWHZOgKRt7ligDFEQcq83bM+ZjRnNsN+aEWvUAuIFujb4RUE14CQQga9oiNPuwvgPNfYsb+Vwg/npcc1o4EKApG29IBfj9tbkmYMaub1n3Rq60dGGb4gMEaSk9eZdBKoq+jPVZlR0ZlMvMIY4To6A6Te54QZ6rljxcEvzcwxG5KJmRMMVpkPQFTYTpgKXQwASWRqqTaffQulC2zmK70RV/P5/v7+YIXHEe3nnRZ0beHJHLHJ1d54YxS2n4OZ/LEflkbbvX8WKP8Wm6vWAn4ad+6qfmGgE72xd90Rc95zFu3br1goWTnmsjXaAAza+PhP44Iy/FajMJtJw2XCsDFE6P6yLRjyEO1uhIF820EaY7AEyLgNyU9BnL3qKfkmrFAQBMq+DGD1TFe8D63SwibEVzqEaMQRaxtGbEzYTSBbmupv5blOZkzNOCgIWiAFN1COK2YNhX3QiF+419XyIJ5AvJI0eNFs3wAnAnwq4ljAzWypASQ2XPd+SlfBYt2pyUhMbJIoV6CdMyCJO9UYysqRApVeSlfJY1t542mlqK5GWWEgkSssHzQZxFO15ekPcpCBP7b8deqjvE4Mtx8iR14GkD5ARNr8AXjNxTwzOpY/NKmkYZsTs3fgFV7QsCxj3y665VE0DEvN+Aozi2wOtxZp38FGlgzGW6/RiNg2FEROPvtKWPfs809ZJh3Ar4f+363PhrdUNwrRJGHHdUN81ppmpwAeFXtORNc9BM+MuNsnZFpMxYPFurTNJaCI4lEdYPJOVUWOqtvnuWRrEqHrROdWZRddc1pBuKjyNt9BlP1eGwSpy0AcaN5OjDAJQuIgwiAAUWlGE8LCLHTJBc/gRQkaCltnjesUKXGaVdw3s3J+Oqz7n+74Jh30VLd8/7QhCJnc8LGyP0ZdhecRJe0nZP9264sIWIaS966WMciht8QMuhdLEoHaFkIAZC2NZ0AE0QKVVAa/wJrDB3JSLCHQ0OglTMojXM2fCA/K44fCrnckcEtmiYY1JZw1Tkd/abqqfAXjYG1KhH9lGlO67GgAyeJaCobC0Q/HqQgLySc4QJCKHyG1otg/acxnuwcZk+AEw62NERnRhUxUBxMjTQyqIV0Obr2XoQcOO0NdF5e/7q0FUj4PNiKEtDvONIyKHN1ysqYoz8UqPltsTP7kdsYGpLEZgAFTcpC6+M4UoUZGqIgmqM21RR7uqxPbXEjTGm+bkdYbBrayJldxTq4bWiQUtlL4kUjfNgx+VIta10p1yHEc6xsDHHBGAiUCk1NXBZObzNd2MUDQ0xh8KqLqyM0+dUOQtR0R3eqtPSKJJyIGyvJyc9hoyKsNlco3kPdW4Cw99XjhB0R5/N3Gpj+HOlP2I7vyAKQSfUn62oKOXYzLWiCqUDZiJMzRxdyjvg+THumk7Azr645O+rtl2kY/c4zxMhaJGKcBmk+Mp2T2z3tJPw7/k9eCP+ewCQRieBkJdBiGAMAKFC26hleSVJ17ZgJDDLaaK+8LN8qS2eKthETDVqtQqFRkzJjKl33NvhKfhbR/WzYmWHhBnMSxlVlU+NUJjIkQPbStLPdB8zLsaIr0amqq8BpMiGOk/RxlONmrW6JjQG2oxbrNfmThGZiqXcD4YZQXVUNF0gn1W+g0kIWxmal6/uQPiAGV+S0jZb/5tFnHaMuEDXMgbrF2HXL88FZgZEDE81Wi2XwQ1XgJL04MiQp6tincMZl0P/V5IGbaWe141ya4iMhNmQC42g6GP15xPusLRzxc2xWqfFODruCKHZLKrXssBiTkIPYNDy+ZkUtBJ1oSidluK2vJfqrNBFA8d1rgFzGHQoWVMEADjVe+VpMXtPqQYD454oMLrOhPeXqD03PG1oW+PQu1gYAJ7YU4R+HTb/5pQ2wQOySEFzahw9hnCVmGBib2AAsZIqdw39TOm0NcqXOQ/PtT1PZ2EmCrXrINzld8+5vZjffBy3VzgJL227p52E3Y20BNJuqCvOabQxrYJHN/0pe+OTvAgOG1uJkb3gaVMqXKma+W7M/MQGLdfoXhZXqga7kaY1Apych3ysttinbRXEmRb1GiQNIJHVtCQvVTNnwARvurN6DeIYyfm2R8EjyDAB3XmR1ECSsa2eFXjXIidiRtxitkia+p/nk5WNL+2x63ldZRBAze+LAxG9cZHUzpMumg4HM3sqx4zocKilmpvZDa+9AXLb5EqNQJQheKRXrGSxGu/ahdCcqcYQmNpmwYWWu9562eeqMc5cj20LVNowpkUlW2K3Xbbee5NPFjRInbWuuQetkad6j1qjYUbQqhyIlfdgKbEOnn8vynkxh6QiV4YOybHHfaD0EhV75K+phzgW4cA4v4dhCFB9BhQlUOPuDdjad8n+bpyA3O9oSTQGp0VTpApibo3MYasVEfZ8VafP7lUlrVbnxlAul0/f2U9UV+VAVqpaEiOveD6+2VqhqcQMxOMABP3N9Ul4S4UA60XR3O/WyfStFYfaeZbmE7Hz393j+tDae8LzzwzF2CVeNv9tHR4vxySAMzByxMjPo4z9E7HZ2F/qMT5Nt6uyUPfM9j7+f+J95f8hnARqjHi7YLZwcRMFTyvCuCf/A3QxKNWAyYJRIw8v2bO6aoUUKTOGfUEwSgJG5SGESYx6y9zPXV2E7Bht+RlI9inJ2r9WozEtCdujgHEVatQYNDfey/65E8fCSv6qFoHMh5UfcgC21wKGffLSR38RQs25yrxUw5l75RAsbJ5rmsS4CLawi7RxncOSCNMqeC6/heCB5lobzYK8kPtj8sRFpaOJa44cBI8Q0RzLttZY2TjauW9ls1tiq0fBhgRwdXRsC6OSSEfW/DijO2d0Zyy5ciWYtsqHaa1qgupshUnSQ2nNLrkcFUqPI1wfP4zyeRzks7hlhKEawdnYdZuhIYpuSIlfm4pq9i/1ftvxHA1jOXd/XMWwirYoFuKfhf/VIavnb5QyyQyv/q+wPm9VhMydIbL7zTOjVO9hfVZqft+cOPJjzCpbUN8dr6BwpMAcHOWlKGdnWhDGFV0YgyEFItwELG8SVh8LWDwT0N8JiBupkIhbc7iaIKIXXQYOQDhJiM92iLeTpB6XGbzIErRcFYlHOCnSeT47z+6FrXUqdvfdRTN2iYz2v7BzXtslq36CkTMJsBLICH75xJR+h283btzAD/7gD+LOnTu4desWvu/7vg/7+/t33f8f/IN/gF/7tV/D+fk5PvKRj+Bd73oXjo6OZvsx84X//ek//adf8Pg+ZZAEbkSGZh6u2QdbBBro1nsIcIVPi4oW2eemgeC5aTOMVM8nCAZAhTyH6iVfgMCKjQMDJo9oW1RRDmiOzTxy8jRE0mM3+xkz3Q8RgFZTJZYmiGhK7Fy0SWWsZ62tdc5aI26flShBWVsSaQiJR8SZ3SgR2QVoPXxzGoNtW0fJKhp8nEkjX4aXccKCFittbe6xjx31mC3c7UaB5pPvVQi6n4/RjgF4NA6YIW0rOBhtQ6S23G43lWE5c6J6jJD1vrWVL3oIKQOtx46N5gcVlkvZVW40RMOjOxm/PTttS2EzmqZ10N4LJlRIPc91KqxqqF5ndThn1RlmxJq5mz1XXMd1AX7fiXjlAFf8jfn99nNrymwXDbJUx2zdsO9ph1ehUbGdo93PnLgwMbpJCLImIMUB0sIcBGp0FNpy2qBOhD3v1ShfdvGY5fvFiaKLu12GIFzlPOzse4HU2G6XfdU6HJeswSam9HJsv9PTDS+0K/Kjjz6KRx99FF/3dV+HX/mVX8FnfuZn4ru/+7vx6KOP4k/+yT852/fLv/zLZw0Zb9++/YLH9ynjJAAAF1ENnEzIh7SkqnlITNvelOUMsjX2comkIi3KmFbjT1wRAosIxWBKhNFGcqLTD1+gzNAKfFmdC0kdaERLxhaH57nNcLT50KwQnvAq1ODpgm/HtYjfIPPWIGSryQdUhAZ6PCCY3nyBVg3IItmWhkn6QZyVSQmKbZTu98K5GrJ/XlRHJJ3LtUxLgbYFKSH0d1gbzejvmjK01iHJCwIWMs4wVePXzpU1kvKFket1OtGaGkNvRqtdUAlgkJevMqBdQuuKUSJ5ukSmbp4mMcSiP2NHiGycs3MHKa+saofw+bObX3kxcC6H5/8JAGqXUf9O70W3rs2Yivb5oGwNuxpngeUaWFNidm9sjgF5d7rzglwEwSoRyH2AtROmiUEqf+x6Ec31EKp6YnV8uNmH68Je4HM/b/xFs3sVh1qa23JYuJUpR+P86bNABd4m3rgIjqagzgkgx2yrWawaRlJO6nRrCmxxu8izMRGmfa0QCSrlTVydC33u8pJRfP0AykmqpMbG8O46B7YxsSALRdYr4bvUd7AilTz73V1hdD2fCzC1jsRlTlr7/hSgLRUvHJC5UdP6ZG7t2F/KMT4B24vpivzLv/zL+JIv+RL/94c+9CH8rb/1t/CDP/iDiDEi5xpB3L59+8qOzM93u+edhH/wq38Q//PnPAyeJsBaB+titZvnBuYRnX7hDXjk3/Ac7bhHfjxbmAF52aYV6fHmC7+T2RpDESb2yG9czRciMaCNdDHBqwlmC52VpjXGMpiaoxk/W/+sTC3Ac4uOADSLvZH5bF6MyBYHXUAnIGq/eINlxckhwD4jOPHTxaqKOFhWWeClgMRuePweaBQWSy35szRC3Oo4Gya+8Uhs3F5KR5jJC5dEGPcrJ6Q/VqPV13p/O3Yrg2yfk+Wbbf4b8ulM6RL2TNRz+XNmTqLB4FAjrHoSbFGsfk6Ng7CbzzZDt4tMgOfP2+z8urMhIaVxEL1ZVGvAfY7RoBmy8lMW2DwMAsF3Z/rMZ013LQAOUkbKydo8AzzVZkstCuTXYWcIzTPeLupqeEKZj9Ud6dZmMmQNQPPOt8cjgFDXAWuwZvMb26qYUB2KturCuCHy3gYnIpYelacx1LkPkzagGuS30klTvINZmhH23hLSGYAgPJDhgQzuCmgMCBsC5eDXYgJePjiyZ6BB/6iSKOvF4eqN5vs4QnGZU3C336MZS+P0viyyzB/HbbcD8Xa7fX4tA67YXkxX5Mu2a9eu4fj4eOYgAMA//If/EN/3fd+HD33oQ/ju7/5uvPvd737BY7ynnYTX/qN34Hr8ofmHjddvL7AvErzzvb5XAsHXVctRgHZxd6dCF10mX3Q9ckP99y4bf3dryVpgVCPUnKu+/02UZf0R7Heaq6VMnnIwoh0b4c4XFTjcbGMwGJlRxxxUp2EGFaO5rmauPXgodR9PhTiRUH/Y5n/bhVsdl1kVReOctSx2q9FvFzOHqdEct/nbOSruQDaX0KpGRhIj08yPX5NVn5gBatIMLRt+Ni80n4/WIPiu3oCK58/AzjNUrWnzW43UKtkPnl5o4fB60Pmc7X62azwMQjdNjaJIl5yT3CiCDZYnlD5UPQHASxCdqGjHbglwXA2+d2ps7yF25o0aB2HnXsncte9LvV5zxvy4u8+yPS87qLg76ToOQ++sdbahCE5QNjnuBEz7dYxtzw8ErYIgeOrOCI21JBRKTiQRZDOEwMbbOIGzuQrzG9k6DHfddo0/73x3N+fgqmPt/OblUFz8eCIJu40F3/72t+Md73jHiz7si+mKvLvdf//9eNvb3obv+Z7vmX3+tre9De9///txfn6OP/yH/zD+0T/6Rzg4OMB3fud3vqAx3tNOAibC7bwnfzdljoUJORGmPYkawyhqahznBsAjp5FFehWVPW9CRC1pjpi9YiKOjLwnEWV3VuFqYz0bQdEjXc3ZhyzG29v9lto6uIVHZ86JjdlKytQItGRuV4PUBadEQjAxJdXs564ucm3k6ex9wBcDYk0FKIcgTMa8r86DL4q+gNYBjXvkv2lf0Haxplx5EY4+GETfoAK2gFNmdEOt+Gjvo8HGTphTZ8DIkJ4m2s4fodLJPY8ji4JjI2LFCd68yNGQWFNWDuN2zZzqZk2UXAy0VXtUFMKQLiklJW9CNjN+tjjvGDU/lR7bftM+BxecDIsO0TgTNn+N02B5+DDVfiEcCWWoc517QwXYn4scAaZQ5yXAhatmZcAkA2qv0ypUQpMmkv0aQmI7v01qyZ4Ze0YuQwBaNIJYUDirBvL3rVkb2pJaG0fL5zEngJOmWxaM7kRQgO6MhRB9QDh7dUHcioRzd0zOtSnALAhpnd3xSI7HAQgDgc4VsYjzsucaCPHMiLuyo6UeqLnxu85Ru7VrQLPu+HHJ5vOSA1zykTd8+kQm9J/H9kL9m6uOAUgvopOTE/98u91euv+3fuu34m/8jb9x12O+4Q1veImjEmTjR3/0R/Erv/IrePvb3z777pu/+Zv975//+Z/H/v4+vv7rv/7Ty0non05452N/BK/PH5RILEWc3x/9jsaNseHl7cha0hUyz0SCOJCXm017Ag0G7d1eOxYCJZBHsiWRw5WuoqcRkRP3CnkEWkL9G0GgZm94w7Lo2tikOgEAAd0pezlhUiOKRtzIttYgtN0ibSG0XOcsx28OR5TFDkX+Z6V/IRMw1f3McLsDo9yOQlU+2VM9UIg5AkSVszGLkKnyHTxCAzxdYt0HrfSMWsnmlothTkSR+50XNJtbL/cLAJQEaeOIW/kud4Q401BATctoXw5LLVUmfe0eCkDTLfLjKcCbhZlzUbRMrz+tnTRtjBxqGSzqYXzegok1KfJglTaOYnC9p9bISZw42c86nTr6kaohFGPe8Hd0Hyvxq4iSgPXUGAumnfQLz++jvDu1oqc1wHFsnGsVMJrpGOyu7FSPmXuakQrt2mqqkWGEWB9bsftBsFbQHAhI6lzo/fFnzO6Z8jPyQtaH0jPyQho/Wcn06vGE/hhI54z1/QHTvvx2cTP4XFhFiQQI81buYZJGVfaOjq9mlKU0SAqb4NffPjPE6hhD0wttJcRlCIwdY2ef9piz/S7bqNmvXYMu8QMISmqN/LISFz+e28nJycxJuGr7e3/v7+H7v//777rPhz70oRfVFdm2g4MDvPe978XJyQn+xJ/4E5imu3M+PvjBD+Kbvumb0Pf9C0qR3NNOwvBARnd4JqGa0o6DRqfty1E6OJGRA1CU+m/GLfc1P0mNpx9yJYhRUXZyQ95qHQjP7zYkxbb/AgAYUgBUowbASYt+LOwcG7LwOcteX0gXa9JzuJFoow3lRJi4jesA2AveRnMtYlGqk+RRVrs4+PXUBdUIYIydngFNioF2jjFLZTSG09n2F1IO4ryYHbBoyowb67ic1a/HLq3hap0Smwf7rInc27SMIwE659w6hPpuGmoxg60bo28GrHWIAHXQAMAi7p3vAb3WRqPDoetmkfbyXe89wc13cG7A7N610Xic35/WYM+cGlwSHOp9L5GdX0ATxEG35xZ1rv3+hHofPE11hS1xITKu83nVeNqy1loO2SILjDDJy+ScFiUR5wVcDK309fpKBErHjkzF81CfscnSC4JgOkEW9n4woCXNtV19c/9I3lFShEQcShkvJ7vgavnnKcI5kvB8I/2P67Z7/N214uXc2rXrpRzjBWzPPPMMnnnmmefc78V2RT48PMRjjz2G7XaLP/7H//iViEa7/Z7f83tw8+bNF8yhuKedhN/+6rfh7//s/x7/InwGGMKcS2vGkIyZTY4alF4JRXrFcWCB0zthH+NYatfThr3rG3uO0ernG0+9qQUuTVrBRFVMg98MijsIswixEg+t1bKxzl3RLlayV5vXZmrQB7AiGwrt2uJiDksGoEJPtbqCfNyWorEXoaQ6dmn3O3dqZs4EUI1sbN6lHe6DrVttpQQVMd7GSWj5AZdVdtRo2er0CdMSHvGHSc8Lmb+yYxSt/NAMYlsV4tfdOEC2WerBDFoYawli6yRYRQlyk2bS6zHUxNIQRiajYox5lvJznR9qDUkECmqEiwC4Lo05pDo/BtXPeDI21121NZ77R3WcrCV5GIV5MS3I97MGR+Z4tBwcu8dAdUSoVDTLr8MnFE2JLHlawue6Jeoy5ga1KfN0Emu7kTqEdm1DdTzkOquT7mRlCKG4JNUAOaj3KC9ZIP8dzlAcCItnm4siQRlYkQJXIm3VF61KpnmP7QJKT5gOyuy5I6tjjjppPn/sa8puKsB/5+Pi2THvuj3P/S4oM172O5r94HkO4BOzzdJpL+EYn4jt+XRFfvTRR/GTP/mT+LIv+zL8p//0n3B4eIgf//Efx97eHv7cn/tzODo6co2Ep59+GqUU/NE/+kfx8MMP46d/+qex2Wzwlre8Bd/wDd+Ab//2b3/BY7ynnQQA2AtbWVHLAJ4mgcknNfLMLhQkgjTsC7W15w0To78jkQATMB4odKrQ+bgvUKBB6eMewImQzmuUFkaJPix3b/lVYninwtaztiZGbXlYGwECsliBrLmURRfkv/XcZmrVGiusHzIDRXKTbSlgWxtORWFzlsZXJuFsDo45QJYmsHFYmmbqKqO/Lae0SHcWMeuiaGmUdu6A+cKKS37nDgxRdVpyk66IwKSpCRTMYHJzhlqUJWRIa2GuKQGguW7TkDAyYGzO10S8hnjMjC/XqNwNO1eoGRZFN9EwByknNF7GjAzXpggUts+LyrKPHhio7LU3CoND/dOySQcVeV6dMNrIUuclQAtpQpS0p0mJ8jxKczTNze+QA+0emXAUoJG5nWfH4OeGyOjE4cIqQw5H3NJaHBYOmHFwZD4qD0EflQv2aNyr6J/xhKTMmUT8rJe58QNQTUfRKJyAvJLz93eA1VPKv1jZfavOrZQGq/OzsgHpZ5pioFwrD7pTQhjlwRuOCspBBqUCngJoHecGuF1DCGh1UWQOCV722HIQfGKuOA4u2Wd3o8YJ4cZ52R3fzty3v4leE/kybC8DkvBCtufqitx1Hd7whjdgb0/4d5/3eZ+H3//7fz8A4L/+1/86O9ZnfdZn4SMf+QjGccRf+St/Bd/xHd8BIsJv/MZv4Gu/9mvxvd/7vS94fPe8kzDbSFYSr1zQRkUAnGTn7HaLXM3YmIFqoteyMzvexS82kRVXY+ELsJY5eYQWauTSwra1h4ISwfRhbomFXocPXZBY/50a4xbgAktmYIs3O6qfye91zNyUzkHHqxCmcxXMkOW6X5sWsFLJdnNIfmBY7wYQPMInrtdNly0yjPn5Mffivb8E5LpbJ8IhbTQOy1WLXxN9uxPXnNfP3aZadhYbz7/b3DTM9NbRmTH5dYH3ex3hUbM5Ej6+Jh01i/qb63PHxObeenNESau1z2V77eY0tc7fbHpiNbDubHUy5YbOubOZ6+S7PkbjiPq/tb/JzCDZu2pzoNdkX3ujpIY/ATSIDAHwsTT3UPd1nofdV00D1OPCkT9DpOLGHGVxyAcmR57Y/hualIL9HdmDD5kzieLb9xxFCJRWPTTtMUpilFUBMoFLlEqG2c3YeX7sY4vom+uWidjZf+YgNE7EzvEu3e72PT3H969sz2t7rq7IH/nIR2adl5+rEzMAPPbYY3jsscc+LuO7p52E1/7Dd2BT/uXsszYPHDKAAXUhsqiwMUZk++n3QRu6GNx4aW4dulg4ibHhLrDUiaPA2famIRAHe09J4P8Ghm9TFLMI0/QHUD9356AxslWLQG2yOkBx1MiyMfqzRae9Nq7rx2WGqaIR8reQ9prFW8/hhDJzSDA3yBzqetayuz0a5zlkjOb8F3L1jRFv1752P9q93suiHzPK7cLXOCMXDD129sF8HycENgJZfp2pMezmqJqxtgqWXeO9YzxbB8TRDJ0LZ+AbCqToWut0UVN1QlwduvYdmVakUbXsaG3QzZkR1Ea7fzYtqtu53nVOCHz5tV3YT5+lpmeFp310nOyO8k56IshnJQkyMkvTdQAH7SGyNfno6uBJNYsgOlFRo9wDWCg61DVOWAevLsgNd8HmmEGVoEj1usNEjpjkVQH3RUiHY5BS5lKPc9m7atvMQZhxFnDRgO86ys9l4Gn+3wsSzZcdb/cjrsq0L/v2O2QY9+J2TzsJ6VaHf/fs5wB87J8Z1F1ihZktiplWJOQwNbQtic8Wl2lJDrMypJzJGzIRENeM1Cx+BvfTusmPNou8/xsCd0ouljD1Ug4ZlJjnwkZUIX5gx/AArhLpDaIsYurmDk0lMZJ30uMo8O0sKmvGOevE1xgN+bKez7ZxRRVBbOYxbu1aLe/bSCE3vAAO8AXR4HyplkA1HOZU7IzDFvfcOgON+mOLbBa6SPSb8Sua4Kst16sE1Jp+YK6VF2jGb1NgY3Tkiut5Zk5aO47W0WlTLgXCTbDIF40zYejVDqGZGJJGIXv2uV6XjZMq58XnlJsxK+qTNtXoxA0roa86D/asOqqw47BwoNl5Zo4A6tx4RN+oIdr3bQWDdKKU53g4hCsd2o9YiYUhK4fAkIFR/w5A0Sg+jEB/wo7ADUeSYgkTY9onZE33WeWFIWqTVlzbvXKuTaOiGUZqniHCtMfOVQD0Wm1e1wG8lRPNkK1mY5sTar638xtKQXJddk84sc4rz377gpLrBFwoe7zMAbliax2E/DK2CfqdzEm4F7Z72kn48Dd+A/7sT/8f8JN0v66K5PlWy8l6bllDPmfD20cWHTeRyqTcgDDCHYRdpjpQjRigC1ZEhVdNBtnyymwGkPy3HvlrBOnCNXa8xrjZZguy/F2vIy9FNZKmZvFSo4xWItn4Cajj8kVav2hZ7kxAW7nURn8t/OsGoMyNPTUtfIHGWHI1orZgcmMQ7N4Y4mCKdkDlMeQebqgd+rdr23UYmsWt7fS4mz5o0w0tF6Mlrvn1ttfSGG8z+LsIy4x82VynP0et0bTn1IxBi2qpwWOSx36W8mmuITeS4j5fZM9VFe7xPhLq4HkqQ+8jsRrBsV67IRQz58eGQLXCZ5Zea5CzdptrDzSRukp0gzGr/pml3bk6mDSqgW5SLBdKZFM917hX54YDwL04Ie6YUJNSINSGSo0xpxHAqNLqyTq0No6R2eiJpJy4dXbNEWwarVwI/m2/9r2zP2N1Avwe+N+t59v8l3Hx89YA7nx3oVLiOZyDGYGSCQzGrJHMK9s9t93TTgIAxEtwpDZKbg17mDB74XbZ5x4B2aLjJKrdE9TzyCLP/nuPItuo3owG1UXXjk02Xlu8mYUvoPtyw0L3c5qhsZeelThZqiCPnBgzotzMQbJx6TzMYGLlLth5XY9lxxDvzrkb3mYuLuS6G8di10Bf+FwXRIeQSeH7XWfPftMcw4yCHafd78LnjUPiURnv3MMroH9qjjsz9O24d9CWC4t2c72zBX93rG1E1Ny7NvL2KM+OhZ05tLbnYPEdJ/jzBgBxYq+kcMdIDxLy/Nw+x7P7TbPnuXXOWlloADNBqty3vSLqvOWVknwzVd4NQ/5uHVUdnytyNmNu+QDunEdJadmzv7s22Jy76JndAzTHb8W+MiRlExgmfCT70LzsuF1r9Jm7CrqnS75qSYmMS5wDH1/z61ZQyeGxnYPvnmjXcXgBzoEMUwZIUEdBt5dFlnnnvXzRx/g03e55J+EHP/T78BD/V9RmNtqESNMAMwW6JlJ1CFtfWl+wADeq1rHQUwtdzTGHiTEcypsTt83iDcwXc8wNu5UJBvt3qiRIiVyq3K2/1w3xqfRWfcGI27oIZivxNEfEHAN1SqTmm7C4Xev0S4/KxjeRIV1IpYMdat2+GuU5Ya0xPomErNi8kEbqAuocTjanNq9txK9zb/MiP9RrmGANGmtEumOsQpZ5sCoA45oYXAxW6Lk5Rqt6V1AX81bkySs87Heov2lRASuhnBE+czOPqOe058RTL1Hy7y08b6kuZ/vr4j7jLDXzUHPu8nfa1Gut1TfsCBsHAEnuiV/PGfl1WRMzi/BbAyv/lWdh5hCSzr82tjKErUQx+C2q0t8RAaG4ZuRlRf3yUp7l7hRO8IMa8rgVvkB/LOnD/3977x8mRXXl/79vVXfPL4cRBAdUwkdUIP4AAyrBTVBRjGZh1a+u7lf2iezm+0myJmazu4mLP9GNCw9miT5fGI0SH5Soibsh5skqKEGNXzUjZjExKIIfo5AIMwNkYGaYH93TVef7x/1Rt6qre3qmB4bpOa/n6Wemq27dunWrus65555zrlchzBSAk1XWv2TQpmyF9bxY9w3Wd3Ihl3zQCoilhIaVhkjGw0p1/43FScjIKu3jYSnXuh9DCq4qKgRClqqQb6F+lsy+oEE5cjuqhJqLtP4XMIpi6FCB0EtL9ruKykjKpE6Boioix1LwO88KoxiRCyBBQMIf0ugGnm4ojWGvJNSuqZPLRDuuyexnRhHZ8J0NOW7Fhdvph8lSGrxKmCQ3iR4EI5wKEZijCaEXgv6uMxkKK8OfVhQytTJcTToxSodmR4Tz98uRlFxVTpAUIn5COkDqMK3Q9TnBHK7dNh2VQQLIHCdM3gc/oV5Q+iVmCUyjcOgXmx7JZynUjyaEziMzP69z2oeUAX1PMoHQ1kItZM7XQtRSNuzRtLYmhEZ51nbhyRwG0pFUVqDD9iBgskaa0ZGlBGqrS8hiYo1GtQJlh4VGR/J26GdoasUPnhHRa12bvk4PcHU+DnU9mVphwgmTnYESnK0SKpU3jBJkCzWt0PRWB89OzrOunnezeqZ6rjOjZLZPOeUkTNu1/wO58v56qaCPjPJrCzddv4Weq7ejNvykVAYqDxAcT+YqSdfJ8ERPhRE6HiDSMM+sn5KLd2l033oqnJES4XPr51r+FmR/OJkge6pWbKTPA8FPBlpXKCIK4Ws0z6WyvBnTf3R6zrrXIatGntG5fa7oKD50SJzgsiyolHOAdZxWJoxypxup3136WtRvyA8Ui5CfglYa/KA+hKI87ItmhiPDXkk47u1PkNUeXlHHJ9/66gcvCttcT5DfjelPv8CsF6CuxLcEkgljsx0L7ZGDZWY2Ixldn3kJCFOfsF4Ieo5Zx7jnzGdbwl/7C9j+Bbq9OdMI0KM1YdZbCBof9I9tZg7Ns2uBZyqz+oeCOkzfU3hfqG+grkELY6vd5hiEr8lYhES4Xvt6zTF2HwOQmQ6F6Wvjd4BIHTrawHIOBEnBo1fJDN1HEbRLP0fmOiL3zCw4ZgtKa7QqrP4UALJqFVJtzjYpfSNTRloYhM3N8pp1X+eE3rqR8lr5TcGECRrnSNV+NxM8UzLFsHwYnKzMtGj7h4BE6Hq0guhYDoWUkOfrPU7AyRCQkdETZnRvO+UZnwXkJN2K3r/ob1kLK53oDFqgIxhUyOuliFAm+bDo6Tdb+Eaxfr8UqSJuQI/I/znKm1VX9Bj7OY9aOuTxVoF8SoJVr/38hhQHe6EoW1GJdSyxyohAkYCtgGD4L/A0Ehn2SkJ2z15ACAj1EtTmYeN5DsgXFAURBCEnM4GQINSjEpkYRSB5WD4dvitTrjq9wWI/0bTM+n8zf+1YL3dHvmzctHQuTHZKb3GzOp4l+Lwq60eoNXQ/nJ+ehFWOgqkC/V2PMLPVKvGTum5biBtLgBJgvlq/wfFUsh1PCgYvZSlEWmj5Qdin7nc9ovQFci0Duox2JANCHve2sDWjYT1dEFkGW68zIZc0RmACty0QSlAZiw5Z5l+7v/X9U33sVUgJ41qe/TIyxjHJuMzxur3WdIZvXbPbo6JXFF5CWoPcHgqmQlTbbcVGJ6sCpPDU+fw9lRUwlLqZIgJfBPXotUv8pEzUZCeK8lIym6BfIYU9JQhwAaGzC0oHmcBCkSC4hx1pxcpI6eWoxEBOBkBSZ04M963IBm1Ndoa3Z+qAbA2hZ6ycRnB6BZyMTMAEgonc8JM6lJECa4llDQqeF2GmHGxlxAMAF/ArCH4FgRyZXyCbERBZEVjlCBC9gJsVyBGgllIZOzAOKRcwyyPb1oKc46xjQs9mSPmk8G9DK2Owj40oN4SQM2QoQyLCx+hyOWVMG3Klowm9jF4LwuUFCWnlHWJ4uqE0hr2SoCG1jnZoPt5KTEOQLx39cg6FMtnmREtxEL1yNTdXRQ0kusiEVIaiFkRwrC0wnF6YeHLHI7XOPMyISGSBhFpUR/sHCJLn8dVLV2RhVqhMdMq6/QRAOkucwu3R+4QU8H54P9Qo0VFzhTrJjJsmI4wd9TLyU8HxftKax1f77GgC7fSV7Fax4mq5W9sbXSeuAXTSKHlORytnsO6BfjlZVh+nN14ImpGunvu3XpJa0AogcDAD9BIf0A52gDTzg2TfmXTYjt0HIlAa9HVUSMXPXrJYOq+p82d09k4KBKcAhEehlS8hgmdI93vWESBXmIyJ2j8kFA7oAlQhkK2yPPa1hcA296oOsae73B65oJnbpv0MBLxKtfKgda9EJlC8AW16t5wa1bSGvkeA5WNhCVdAlu+tCX5nwWJjqm+FtkyIQBjrsFMn8CsCVH9ZETjGKpggeNaaCaFRvHq2jbWAVD8pqwgcCgnXnNBBWH9VhVEnUkOcEkG5v0lbeTYXFtpgbbef/5zdgdAmo1SEhb793c6EGGqPLQltRa+AUpD3eP3d8ktihifDWkm4RFyNLnSHttnrIwDBaEsovxljNgTCjov2D1hrngIQlsnNzN3r0ZUqa0YyBJOx0R6x2ueJnoMEZGiV/fv0INdf0IvU6NGrA5WCNlhVz4zsVTIbMy+u9ksBK2LeOxRYMUI7pAAyjnsOIDKB70RoikHt1zkpTJpp3UcI+ibo57A1xCSy8gIFDSLic2GNBGKjK0Rwn3V9AIxCZ3vVG2dLodMfByZnRy8zrN6J0XloWxmUlhWCVyXgpC3/F3u6CrLv/QSpPlftSQiQlX9ft0Mv/uPrhYDs583cN3ldXqUIhQjq7U6X8l1JqnUHSLbJ6Q2WLne7LSdVHeaoyoQWIIL639ELWVk+P7D+CoSe+WDUG9SjrUwaL6X2WxlRoea2TdRCgoJMho5Vxr71UbkacS60y8gpQuVtr387Wqgq6wI59r7g+nJ/v2R+/znOGHmUhKgTglFEco6jsFCO1hdtS+haw9EEocOUopAvyVHsNELsSYL64rabNh4rWO/8kuoYoQxrJQGOC5FMgbK9oc32fKrvqpGrHvlao03bnGmbe81LQY0I7XlxPZXhaU900oIUZnRsEu/Y5yLrxY9AqfBTKsdBxoo5Jx3tINeeSHbKl7RXqZe0JpmKFkF9ZlGcLJDISOc2QJrNfb0mg2ed23Y0AqwfvvKyN0sRA9qkbRZ+shz9jCMniXCImyXg7GNsJ0VyVf/6SmlJCJOjIdFDZhVCfZxuZ9Q501NOZ04vlNVAL2blq+OEiVSRK3vqkamAl6SwEucEioJeWAskQgqMyWkBIF0JJLMw60DoqStfLz/sCPhJbcIn87yFIgOUokUJSMtAkowTnY2TBURWwO0R0rlOKaqJHgGRlutnVO/z4aWkZaBnjDDZBLU/gfDU+hDWL98XAm6PTLSVk6cgCcAVcrlf62cWcs7TCpFSyIxVI2EJbPUM6T70Eypls7qHeprDJAhyZB94NT4o6YczEsYJ0DjBGTdgJksYWs9+aJv1+89LSLjnE/bhtpGTp8I42ZxPXtsKWgFFwRSPGd1rRSH2mBgFMM560a9MiiSTKXl6DuZow0pCSQxrJSF92Qy0jCec+PAWwJeSx4xQ9LtEKfkiC8Ca29ajTCDwltfokZVJWgMYhy0916n9A4DI4Ea9iEOjaSVo3XRQD7mQyV+yANIUEpy+pYDAh1l4CVAmbBUPnq0Jwr7kS10pBt0EN01BfSo0z7UXi9JCSgQCSisnMt1y8FLPVgvzQ9OhhU6WQFkYAepZ4ZQAjEOdHqzZ/aunH/Q0jFxESF6zNmf31gTx5V4FQosT2REg2SqYyJNgxUK5cE9mlAsSUuFIdhKcXjL3TUeKJLv0SFIKS1m/j2SXL6duUgK91YEDqQ4HlEoooWo/wauUoXjkyP+1kDXPoksyNExNcRgPeqHm9/Xz5QKJ7uBaU21aQ0IwCvdVaKMvjB+JmwYSnYTU4WDFUz8hw11l3cJk/JPCW4RyEZh+1UuoJwMFQWTVx1P1qjlxWyGUClTQjyIb3DtZwFIMHdkffiWBEkr4uyR/a76Q01W9YUVA9DoyvTr0A4UwBQRmaLogHxT5v8gBdd76o0pMIUWmCPJNA+Q0pUhLQDQ6IRYnt7w+xig7ha5b1+EQRMJHCh5c4WIoYJ+E0hjWSoLwgbHvdgOWhkra7A05OpVhhsHoXm4PjgeCEbLcCCMQBUGFNsEINQBB5IJlljQjpsgonfxAUJroCO2pnQzqDXmsqxGsIASL6URG5BAqP4NSZuwkTCHvfkcLHTLKhB0nTdaoPAf9crf8Bcyytw5yslHqNQn01IEMpRNIdegOh5le0UJReML8iHurA38GW9HSFhZKqNBTTzr+aUuQVhzMsuB6ZUy1z3f1YkUiR7FLpIPrAMmVD6Vi4sBTKwVmagV6j1MKWUb6swhfmt+lZUe21XNlzL72wHd71D3yhFK2AuuAmxZK2RSmX7NV8kJNXztBfxp/GtV+PV3gqnvsVQj0pMLCXz40CMz/TtCn+t7bIW76vH4yWInSfjna0wVGidZtVfkQKEmgVKDg6pF/KJrD8tuBXqsgZz4s/BzGYYSdeZjjyxWlKETPa4+ko8dGZXEhK0KecoWWWx7Iegf5FITo1IL+XlBBKHANOQqL3U9xdRBAngNPbRiSZEpMSQxrJcGrEEi+90d4FHlwzW9Pr5VgmdDjsBQAY0Ug6wME8+ewRmBOsE84we/F8ZR/AIJRmhzhIvTS1iN8O/2tmWrQTbPmgPWqdHK+VhhrgS5HSiEywl1bP1QCHZOm2u4jtdiUWQNAj1r9oB7bsVOvq2CvNhhyKlPXK0ejyhvfTt+r8jXoeXjHIaOE6GkXRykK2iFPK3B+QgpaJyNAvYDr2y8/KZi0VcRP6qkMtVaGWu7XhCHq+fiEstQ4kOdW1hG/Um7PVgv01gKZOkKiWyABmFwLevpKPxe+q65bCdlUu4DbHZj3/aQIoka6BdzeoH+9FELriQgETq/ymQqmZkyiKx9wegnZauV4WAl4KcvnQysL+oUttHKmLBsOjL8EEORTsI8JyR414hdZATdj+SdoQ5ND0vveVVqfL0BaSVD+Brodsv1aUFkCSwR1BjfX2mbaGNx7EsFqk7GUMgqMO9YaHIS+W+3RxEYV9EWcpQS5Aj/uHDlrLcSUy6ecRM8dCmMspq1x5UgA3tCu3cDTDaUxvJWEL/8Zu6dMxae+2wiZ5UxKaqMMWKMme2Ttq0WPPDVScnoDZz9PreioR8L2SzokCJUgI6Esc/pl6SjBayFf2rKAzm1AgFllDgCEpZzY1hBXmcjNqFpHFlAwR6wdKYXlbW7OTTBhaEEWRTLb/ZRUOLzIb1gn4dEjeO3waZQGXya+EZ5ebS9QWnSkhpuWZcgVgLKOOJYyApDMiOkIeEkg2RERVNYI1FfLb+sID0oAGeV3IUfZVrijttIo4SQzAAZCPVtNJhNgslM6HiZ65Jx+9zjHHJvsJPgpOcL3kwTqEXAywKhmktMtDtB9omOmn6o6CNkK2SbpXCgtG73HyeRHqTZCokugtyaYUpD3Q5470SWMEkdCugLo68lWA/6oIIeA6SNHm7tUpIIbPCuhvAX6OYHcTm7ub4T0AxN6eHP/UoKQTZGlSFhC0RPKsCdyFYM4wRodqRNCIX62oLIFX45SEGd50MIhzjoQpZB1IE5ARNpWDLHe/9bxRojnUXiKcTaMRjDE+R/k+Bvo8kVeR9zxoYeMAgWQHAISNMQZFwkimhdmAHWMVIa1ktDyf8Zh4uY2IHIDQ45oOjmOKuN4AJQnesjEbikA0nwvv2crpUIBHd6mi0debHZdegSocwnIF7sW+vJ3pJ0Yjc9AJLrCnMcLXuIi0s5QRICP0I88EIoCDnQqZmH8DYzFgKTSYCcd0qF8BBhnN2ihAxX+6Qame6002FYPkzNfKHO8un5pBQmUAB2KqcMJAdVmHcKo+tbpBUDSytAzRhjHO98FkAqUIac3iAZJqvwQmToRUqgcL3CyTHRrHw4p6JOHAb12h3ZQrDgkkOqQ7fdTUmAnuqVlqqI1eLnK8NNg/t/tkcqEnubx9HSAG6xeaSxX+p6ofvatMMZgiir8IrctOFCJk6SZX8jnl2DCIeXiQ9Yo01jLjISyHjKLGCUhOjITJELH5TjB2cQJ6qjyYO8qVFdcvfm+2+cqdHxE8YleW38pduqg6GWVo4OeqOXAsjrkbXcx1gJbuSpaebCUQn2cfW+ZYcmwVhIq9zlw3nov7CekzftKwPj2S80O4RPWKDWSwU1PAdi+C8LXIy0EI2rrhxSau7U84fV5TYieT9ChUIEXuIBQ+RLMdWjFhyKDLf2Ds6MToi9uJWy0l74d6qgdF4FgRCrPYSkKto+ECPrLmK/dQJDaZc3on2BG7dEpCdJrESgrjp1DwekVgWKRDdJeO71kLDeJbpLl1PV6NapeklEdjlruF0IECpa2pujuslY6dDJKQeiVSo6bgZmOkE6RhESXOlelnLbIVmqFRgTWFkdaarLVKnohAYB0dIFcZ8BPBVMSOlRP+3HYli47OkDfn5wRt77P2mlQF8uqttlzzgKhJDxEajLMR1BpfwRCjKIQ2hdXtg9izeSlDt5sQRfXtj7aEv0fCNo3EL+BfBQdeqixFYGY7aHvMVX36Qg5kEuzFISQwnMsKAn5ntX+1jFCGdZKgp8EKKve/o4L+D4SPdJ8DZIvfj8rR6m2A5weeRtBocLm5EjdCncj6RkvM7hRMPKF2q6W2PUTAl5ShVrquWDtyZ4073DlVCYFt65H7rCEsvphm3n4FEL+AqYMZJ567ccQDeGUZn3dvuBYPVI1OQLUXL7wIOeS1fGmXt/yxRAq853qQ68yuAYZkaAO12GAWliqawQAr1qNbKHrCKw62pvfTp4jfMBJCyQ75XREqt1D5Z97Qa6AV+ng0GlyKU054ieTryBDQHq0vAduD0KWGjdNgYAF0FsrkHFUqKnVN8HFwfg56OtK1wnAATK11tvDmuPXSoaO94+a8W1nwkS3gJOWYYiZOpX9UCufWuG1lCYdYumnCFThB/eNAPKFchbUD52qxxMq9SDCgjtmtBc7Oo1RUEJ/49DnKWApMEXjTOz28aZxMQfnG/Xms4pED7edCOPaVmB+v7/KQpz/QH/qMH4c+RSgiCUkt4I+ThBn6clnpYkqgPnOPcQClqMbSmNYKwkfLr8Nv6UOAMBl/nUg34ebATLHyf3CD8LV9MhXY4SGVhwAFYqntuuRsBKMHuR8tB4BkwNkKh0zZ+xkAUKQtMh+qLSSoSMCpFCj0Eg+WFnPWjzKlwLNzFOrsEXhkRoxwygI8lplOaGy3ulQNT8pTJv8VJAHALCEoRfkJfAqYfLcGytBQofFkakbIJO/H5Ae+9pB0qtAIOh0VIYvrQXIyDYmu6z7o/pVrrApzIibVMIgUisauhkfftJRCYME6nZ5yFYIZKsEMscJ0xfCA5KHyShsfjK4pzLEFBBZ6fRn5v2rRDAVIsLKSvDgAF51UMbOgihIjthtBcdAgIlcUM+f0Nshsx1mqwG/0lcpkkmawbSy5inhbznYwqHAB8AoFREpYKw8EY/2qIAJWbHyCOwoxVoT7PL2/3FCzq4znwUlenwhgVaEYtBXv+SzJgyEfikE+SwFeQSzjvKIPYfdV4WaELc/quDFXX502wgWquXGsFYScvA8JLp99Fa7SqAFAghAyBxuI4W+lZVQKQdGIbBGfXboo55f1g6FAMIhewVeljkhh/ocsJQZXY9SLGzHRfOSdADfmKjVS89VaZ2Vv4OdnlpQEF1gY8/TA5bSoszZQYIda67cV6NkNY3jJwABIafG9fy3tXqcmcbxgvwObo9aeElPQSgBD2WB8a1QO0oA6eMTQcIfB0gd9gPB6ACk5xcoiK6QEQdW9zt6WiJYZlgqDxSsE6HvhwB0yl4t5M1qf7qc9fK2FQx9Q83zJuwVNIVZJlg6h5JU4NxA6Qo/F2Su0d6u76lsD+V9OecIwqjA7i+DIQTirATF1htV3uw6rDJx6Ynz1lfo+1EmVnHR9y3OamA/I3bZ6PFFnTymfCn3e4j7kqcbSqO8lIRML1IHM8jUVsJPSq9yR6274GQDj/cowpfOeNrMr8Pi/KScVjCCzQM8LTwjSoNxVrSSImnrhYybV4vsaPOx5dRoMjGSFJyJbjKZHf1EYCHQiY50Fr3eGml18CrlQjnm/CSUZz3CWe8QtE0u50pWGJrCE4FFQI/+PRHM6asROSCnAaTCICvQ1yeyAolsMGr2XTJ1AoFnf7YSqDgEgAhkZdvTSoBOEgQht2WrBQ6dIYfuTq/c36tWSvRdAZENIj6y1QLpMYBXZV2/r6IOqlTDlGVFJv9R2l2c8DcvuSDE1GxxAoVPZxEMhYSq+2rCL7VvgEeRuvXzJ4CsrpjCwjCkvASN0PfQ+BnEjdCjSmkcEaFjFBBY1xwdxfYlSAoJCFvZjTsmrm5969xI/5mvYYUgp/3Re6vLakVwiDHKQeTZKxhJUaj/bGtM9Pqi3/MFH+Sz7AyWEnGE4emG0igrJUHUVOPQlCrL7E4yOiELQC/Q4wDkA44ekQu1Ip4KXdNhfMInZfYWcD2dYAfG8TFbLVRCHUsxsDz3dQIcKPM9ucKsiSCIQt78QOCRDyGzKmpzv7ZWaIHvqYWd5PQCKe91S5ho4aRXuMvK+W4IMktQCzUqNmGCCEb4RmlRlgI3IwI/BiEXBzLTCxk1J+/I7U4GRsjq6RAZcSDC/aOnaDIys6K+TvuH6KuMhYAevSMUwucnpZOgXB1QXhSZa5MvfaMgaUuPC2RT1gPjwCQ6Cq2uR8F+yK4KrDcxQs128gxloxMwfW4EPpAryIHw/SOrEdFzauFtm5btuuykdjGe5gWz7alzCT0dFXPePkfv0e2FRugxwjokqKL7QsqXyClDgnLDDO21GKx6c0IHI9M0+dY/yDsVQ+H9/YlqyClvXWdR9ejrK6RARPu60DGACp0V5rdk2mleGJG6VJ8eUw6LzKBQPkqCEIDjBOmJ1UMa5ChA6OXvKaFkwhGhyumXshLSgPRHkD8UVY2QQiyU9EgfZ0IeVbmUtCDIXPxaoTBvgMAx0NL0zTSGFSXhJ0haB1S7Q8tUu8HLUKi0tnKlP2Gy/ul8/o6VmyE9hgBHCVcIJNJCJu3Rlou0XN5X+zsYgaenN5TwJEhTvRG4DsF3gmWN3UTQb+a6yBagwTbdl7ZCQwj6U15z8CKSzoSBBSCUE8BWLMyNQlh4Wi9Le7opFutFK60F0eGodSwF7QodD8QrCfr4uHPG/W8fZlsV7Au2+tTeH3qRFxLw9t98fRInyIspZ5cvtK+v4/W+QgIpznJQhLNinIAuNRtiX8cXtWhSvmenWKFcSIBbAt8+VzHCfzAjPgaVOCvKQOoYoQx7JeEycZ38RziAkPHwXoUSHkI6r9nz+Fq4+ZXWSMoJwuzsKAFjkVBhiomuyIhdCxYXwXLEBEClD5aJeKRTmp8CvOP8kDCHDzgZKcy9imDBGwjIUbCQ+020QCVJC4Evj3cygEgCfgVAFdJs7qQdpNrlPrcHqGgjMzWRgUDysFSGyBXoOZHgV8qkECLtINnhyjUQlFKQ6AKq/uzDzVAoRbFxsKwEtP3dq4RaoVILaDJCUtirByr/BUBek041LBUfYY73UmQtTWz5CgB5R7Whd5Qe1Qt934O0w7Hm1zihr7GFif7XVgBsgWq3sZAAzDlHpC0YwPc4QQgRvlaRZzScr+649unvxQqluBFsEefsS5AXpJCCYYwQufVHz1mUgI9YM+KOtbfZAtdYLKLPSj6FtS9lqVhsbVo3wTcdY36rOZaqvpSxYxCebiiNYa8kAIC9BKsZkSrzchApQIE53JigKSgLGLN+sgtyQRkh5/9NHHylML4HqTY1BZECMqOCyAc/CaRPIGSrffhVPpDygbQDJ+0g0eaE0iULX6bnTXZJs7uOn090Cul0V0HorSUk2x04vUCy05XWBMvK4fYIJA8LiKxj8vnrdQOED2RqhWknuUBmVOBjUPeBgFeRkKvtVSgfCdUHTlYqOO2THDmyty0b6kenE/yQQGhaAVDRHo4w16kdHgkIOd+ZrJZZabmAsjb4SSjnRQqSOQmE/Chku5QCYU8XmIdBf6SJQeozwkwzyeclMkKKdSgNHA4LjvajgsmyUoSOjY7w416ufYzWcrLzxbRPRJUbu0zci99WoCJ1hfYXqqsva0gMoWuy838AgVINERLgIWEuYgS4sUrlnlwL5nwKQHRJ5b6yGsYRm445TnHMdx/Qx//R74WUibj+9yPPj/W8GuU67h5HFM6C5+iPInkkYUtCSQxrJeEScTW60A0ZEy7f7nqtACcrzPveOMM5MCmJCQgSLyFwLiQHyOiFmCyFQobI6XJSMZDTADLWP9FljZZJOvUJz4GfEnB61RRARphRs/Zt0BkCE92QOR2Etbxvr1B58oN2Ci9YM8FJB33hKP8HPS1gHOpU231XhRK6clpAC3EztZGASVMNCnICmDBNHdNtRYjo6QOdnVEvXiS99RGEAqq00KHBi+3ER4DQoYeQZaUlQtURiejQxxEFS0kbZc/+HvdysAW+PhcKfI9ui3tZxu2L+16orP4/brslWGzHvNB58p0jTrBQ5P98fgDFWEL6oeDkrSKfMhNtTz/q6o8A7y/FJFgqxuqQl7hnsth+yGeBsM8fZ/kQCKwc0XtQ6JkfSBuZYcWwVhJeoZ9jNr4Q2uYnhVoISSoKWtDpaAGnV5i0zGErggiWyNULL/lmEAoS0lGOEtIB0KvxA63bIfgpV00dyHwBbjcASGuAGflaqxbqUb+TlW1wu+V+PbLWfgpOGqG5ddfyeXB7YEb+ELB8H0jVL5USP6mEqqs98GVoobYuhIQQwURkaOFvBDxZSgIQ8vSXPgNBDgXfeqE4eglmpZzpNQd0lAWglAorykPWqdrtqAgEHYlhXlpk/tfTErHTCVGTaRx9vVzjyucbcffn2Ojosq+68ikmuo5CAibuLwl5s/JdfyFh04e1oxD5BLW9cFOhsn0J+lIUgf4syhQ3NZE3oyFZgji6r6iGxXzvy2JgnVufP7Q5slBW3nr6q6To50PZ+t0h1iBG8nRBqQxrJSEHIacDkFJLDmekdBc+5KJKjjSrU5V06NMRDUAQS++r5D1eJcGr8UFJ34x2E4cSSLYLJHsBv8NF1T61gJEAOk+SlgU3DVTtUz4IKTltINuGwPnOCUbqiR4g1a2Ws1Z+DOQHFgsIGQUAKCGfJFNHpk41niJ5ABIyMZKMoiDzMhGeMMLUT0CGM5oOENLKQIDolcqNEcBZAJ4wv3kj37TlRNWvLRhwSfYbAJAAuWqoKijwSSBtebFNvgjm+rUA81QztAUhir1JT4fo7faIKJ+5NCqw871047YrK0eo7rhIByCcKS9aX19EBHIoMVLUCTJ6fTHt1umeBQkZihk9Pp91IKZvC5njQ5cQjToo9NbWz2s0AsM+X2R7PgtCscpCMX4aoXBh614XvBa7P4VVtphReXREn6/uQkpmRDGIXcjJvq92vRT5H8h9puy2UOS7PoCEWSp6SCBCdH2fAdUxQhn2SsL/+X9nY8o/bwV5HuA6MmtdhZY9UvBp8ziAILufJ1fdS3SrzHwZGWvvJ6VDnpsW8LtckOsYa4LbE+QPEJ4Mg9QrKyZURkDhyTS/doRDKFIBMOZ4QCotPWOECQ/0UhS2HGQEslUUVjLyjvqsF4ATBHEFkQMUfBcIlib2hHES1FYCkZV9RwkCpWD60A4H1DkZICh0ffABkXGsdkZeTEK2RS4wZe3ICQPL88PM9wKNUwDi9kWPifs/+r3QiFzjhPflrEOQr232OfK1yxI2Obkt4uqxzxWpIxQ+GOfHET2uQFvzZiu0q8wnuPMdF+3fvvoqru6cRgTH5HOIjHM6tJOBRQV+9JhQu/SgnARM2CDC+4oiWjbnd2ThI1chiLYx37sj33njyuc7tkCZIV0qmimJYa8k1J9xADKygWDWXYAcdcq0vgT4IljZUAkfJytCpnoQAl8G420PyJR4gWA0eQQgfRQABNMGJAV5pipon0mXrAWICBQHHeonpywQJGlKBJEOvksgFalhL+ZjhKsWwNE4b3tuXkS2aSHlEOAFx0WrNmUdWZF5dxuBk29YIRUPEyYY94K0FYjovsiIPGc0MxAGcmycgIy2JZ8QzadIREfkherId835QijjlIPo/mib+hLAfQjW6PmKtSz0eT8i+wuFIxY9tUAw1p2812P0l5hETHnakdcCFVX0+hrBx+0rFlspjVFmSqo7nxJX7DGqvEc+XHH0lQWObiiNYa8kHH9dM3zPg5OStvPqZkJFB8FLAunRjlwrQQngXrVioPAEavYSMnUy69/hU6zwOLKy9GnlQa92aDnjkQi2O1nlFKi9/S3rutttLRilR+8Eub5CIiivlwwWan0DPaVgMilqRUclusmJwbfncgXCAtq31gxQio52YJROixGX/qgQ9FUdkeQ8OUqAJTAoScG2fKNoWxkoNHKJtssuU0hAI1Iu8iLPMV3ne7lH/4+2IW7kG70OKlDethREj9NhaECuuTtaXyEKjPJCI2h7ZyGFw2pvrODsq335jou0w440yCnTH7+DOMUHlpLhI0gile+46PfoPbO363/j8gvYz0QhS0Gha4g5X2gqIU4x19sLPe/FtKPYMhGFeigUBNOOUoU8KwnDF7+7B/A9+BnAIULmeIHuE4MIAE/PrSsBDUi5dtgVQVieG64zNGIHTIy9tADI+rRTI8Ga3rBfBEqgyoWOIgLcFxCOcigUQZsAWY9eSdC8zPSywZHRSFHvSJKV62skM1+A+Dl+q53meEBOXxR6Yfbxssx5efVnhGO3Je4cce0q4sWXM7cd99IvIFyLJp/SEa03zzs0lNimGKVIle1v1j9TnT4uqsDlOVdeYW3d67gph3wm/3x5CqLtK0pJiLRXQFg2Mau+yDug2PrybpMnCz+ffT2T/RVEhSxC+erq61kshmJ/B8pCKlLyZThUlgSmNIa1kjD/1FvQvu0DAIBzzhQc/HQdOs7IIlmXhuP6IBKoSGUhBIFIwNHCEUA268IhASEIToxHNQC8f829OdtOX7YSH97+LwNu85k/vxtEIrbuuLJCyCWs373quwM+ZynM+O87+izzzsJ/PwotOXqc+9zt5n8nzwvx7b9cdpRaUx7M2nCb+Z+UcD9W+tBuWyEoj1IiBskWTSSGrE/i+mDrF5fnbDt/4xL4Mf3gxPTB/g/GItkukK1K4PYP/i/Mn7AD3zphK+qcqpyyRxI71L2UOkYqw1pJyI4bBTgu4Hv44KY6fOHzv8OyMW/hvIouHOdUxh7jkbzbtkart0VJxWwrRUEAgG2zn5bn70fZYssfCd4+75m8/aOJ66fhzNZZ/9lnmaG6H8OVtz7zXznbjpU+jGvbUDFUfVLs/Xnz3J8WXefZr96MUza3IT22CtXf78J/f/EiXHbHu7igwkNSHMUr5emGkhjWSsIf/p8Ext1+MhKX78Gpv8jglbaZ+I///f+h2qnEPq8Tr3VPwO3PLEJlq05TTKho95HoJqTrHLT8hQxvnPpYd07d2ZokgNtzT1oip/73/1ZOhrf2WfbLf/wcAOCtpk8B+LdBb0sxfPqRm3HKy91we7IFSi09au1hhiffaf6M+d8ngfZsFYAPh65BFv/aci4+VfFnuFa6zR5KwicHYxKHzTYnko7TFYRapxsnuIdRq+KU40bZ5nhrtO2TQAYOJicyGOvWDNalDJjTnvkarrv4TdQn262tuffn+62Tc7adlDyIM1ItODeVCA2+/mnxz/Dq1VPwm08m4fif/S90TAbOq/CQDMVeM8c6xbo9HVPU1taivb0do0aNQkdHx1A3h2EYhuknR/o9ruuf/6VV6OrOlFRXdVUKv1x3yxFp6+jRo7Fq1SosXLgQvu9j/fr1+Md//Ed0dnbmPeaVV17BxRdfHNr2gx/8AP/wD/9gvk+cOBEPP/wwLrnkEhw+fBhPPPEEbrvtNnie16/2DWtLAsMwDMMU5BhPpvTUU09hwoQJmD9/PpLJJNauXYtHH30UixYtKnjco48+irvvvtt87+rqMv87joPnn38ezc3NuPDCCzFhwgSsW7cOvb29uOOOvv3MbFhJYBiGYcqWYzlPwrRp03DllVfivPPOw9atWwEAt9xyCzZs2IBvf/vbaGpqyntsV1cXWlpaYvddfvnlOPPMM3HZZZdh3759eOedd3DXXXdhxYoVuOeee9Db21t0GzkehWEYhmGKoLa2NvRJpUpz254zZw4OHjxoFAQA2Lx5M3zfx+zZswseu2jRIuzfvx/btm3DsmXLUFUVRI3MmTMH27Ztw759+8y2F198EXV1dTjrrLP61Ua2JDAMwzDlyyBGN+zZsye0+Z577sG99/Ydzp6P8ePHhwQ5AHieh9bWVowfPz7vcU8//TR2796NvXv3Yvr06VixYgWmTp2Ka6+91tQbtTLo74XqjYOVBIZhGKZsGczphpNPPjnkuJhOp2PLL1++HEuWLClY57Rp0wbcnjVr1pj/3333XTQ1NeHll1/G5MmT8dFHHw243jhYSWAYhmGYIujo6CgqumHlypV4/PHHC5b56KOP0NzcjBNPPDG03XVdjBkzBs3NzUW3a8uWLQCA008/3dR7wQUXhMrU19cDQL/qBVhJYBiGYcqZIYhuOHDgAA4cONBnucbGRowePRozZ87E22+/DQCYN28eHMcxgr8Yzj33XAAwjo6NjY244447MG7cOOzfvx8AMH/+fLS1tWH79u39uhZ2XGQYhmHKFj3dUOrnSLBjxw5s3LgRa9aswfnnn48LL7wQq1evxk9+8hMj8E866SS8//77OP/88wEAkydPxp133omZM2di0qRJWLhwIdatW4dXX30V27ZtAwBs2rQJ27dvx49+9CNMnz4dl19+Oe677z40NDQgk+lfzghWEhiGYRhmiFi0aBF27NiBl156CRs2bMDrr7+Or3zlK2Z/MpnEtGnTUF1dDQDIZDK47LLLsGnTJuzYsQMrV67E+vXrsXDhQnOM7/tYsGABPM9DY2MjnnzySaxbty6UV6FYeLqBYRiGKV+O8bUbDh48WDBx0u7du+Uy5opPPvkkJ9tiHH/84x/xl3/5lyW3j5UEhmEYpmw5lpMpDQf6Nd2wZMkSvPXWW2hvb0dLSwueffZZTJkyJVSmoqICq1evxoEDB9DR0YGf/vSnOd6bEydOxHPPPYfOzk60tLTg/vvvh+seK2vCMQzDMAwD9FNJuOiii9DQ0IDPfvazJs/0pk2bzFwJADzwwANYuHAh/vqv/xoXXXQRTjrpJPzsZz8LTqhySqdSKVx44YW46aabsHjxYvzbvw3NKocMwzBMGePT4HxGKCWtAjl27Fjs378fc+fOxWuvvYZRo0Zh//79uPHGG7F+/XoAwNSpU7Fjxw589rOfxZYtW3DFFVfgueeew0knnWQyTX31q1/FihUrMG7cuKJySvMqkAzDMMObo7UK5JXXPjgoq0BuXP+tESlzSopuqKurAwC0trYCAGbNmoVUKoXNmzebMjt37sTu3bsxZ84cAAPLKZ1KpXJyZjMMwzBMXwgMQgjkUF/EEDJgJUEIgQcffBCvv/463nvvPQAyJ3Q6nUZbW1uobEtLi8kXPZCc0rfddhva29vNJ5o/m2EYhmGYwWfASkJDQwPOPvts/M3f/M1gtieW5cuXY9SoUeZz8sknH/FzMgzDMGWAzrhY6meEMqAQyFWrVmHBggWYO3duaFTf3NyMiooK1NXVhawJ9fX1Jl/0QHJKZzKZfmeJYhiGYRgOgSyNflsSVq1ahWuuuQbz5s3Drl27Qvu2bt2KTCaDSy+91GybMmUKJk2ahMbGRgAyp/Q555yDcePGmTIDzSnNMAzDMMyRo1+WhIaGBtx444246qqr0NHRYSwAbW1t6OnpQXt7Ox577DF8//vfR2trK9rb27Fq1Sr8+te/NotV2Dmlb731VowfP37AOaUZhmEYpiDHeMbFY51+KQk333wzAODVV18NbV+8eDGeeOIJAMA//dM/wfd9rF+/HhUVFXjxxRfNcUCQU/rhhx9GY2MjOjs78cQTTwwopzTDMAzDFEIQQZToU1Dq8cOZfikJdv7ofKTTaXzjG9/AN77xjbxlBiunNMMwDMMwRw5eu4FhGIYpX3z1KbWOEQorCQzDMEzZwtMNpVFSxkWGYRiGYcoXtiQwDMMw5QtHN5QEKwkMwzBM+TIYGRNH8HQDKwkMwzBM2cIZF0uDfRIYhmEYhomFLQkMwzBM+cLTDSXBSgLDMAxTtghffkqtY6TC0w0MwzAMw8TClgSGYRimfOHphpJgJYFhGIYpXzhPQknwdAPDMAzDMLGwJYFhGIYpW3jthtJgJYFhGIYpX9gnoSR4uoFhGIZhmFjYksAwDMOULwSg1DwHI9eQwEoCwzAMU76wT0JpsJLAMAzDlC+EQfBJGJSWDEvYJ4FhGIZhmFjYksAwDMOULxzdUBKsJDAMwzDli4/SHRd5gSeGYRiGYZgwrCQwDMMwZYuObij1c6QYPXo0nnzySbS1teHgwYP44Q9/iJqamrzlJ02aBCKK/Vx33XWmXNz+G264od/t4+kGhmEYpnw5xn0SnnrqKUyYMAHz589HMpnE2rVr8eijj2LRokWx5f/0pz9h/PjxoW1f+cpX8J3vfAcbN24MbV+8eDFeeOEF8/3QoUP9bh8rCQzDMAwzBEybNg1XXnklzjvvPGzduhUAcMstt2DDhg349re/jaamppxjfN9HS0tLaNs111yD//zP/0RnZ2do+6FDh3LK9heebmAYhmHKF21JKPUDoLa2NvRJpVIlNW3OnDk4ePCgURAAYPPmzfB9H7Nnzy6qjpkzZ+Izn/kMHnvssZx9DQ0N2L9/P7Zs2YK/+7u/G1AbWUlgGIZhypdBVBL27NmD9vZ287nttttKatr48eOxb9++0DbP89Da2pozpZCPL3/5y9i+fTsaGxtD2++66y5cf/31mD9/PtavX4+HHnoIt9xyS7/byNMNDMMwDFMEJ598Mjo6Osz3dDodW2758uVYsmRJwbqmTZtWcnsqKytx44034rvf/W7Ovvvuu8/8/7vf/Q41NTX4zne+g1WrVvXrHKwkMAzDMOXLIOZJ6OjoCCkJ+Vi5ciUef/zxgmU++ugjNDc348QTTwxtd10XY8aMQXNzc5/nue6661BdXY1169b1WXbLli24++67kUqlkMlk+iyvYSWBYRiGKVuGYoGnAwcO4MCBA32Wa2xsxOjRozFz5ky8/fbbAIB58+bBcRxs2bKlz+O//OUv4xe/+EVR5zr33HPR2traLwUBYCWBYRiGKWeO4RDIHTt2YOPGjVizZg2+9rWvIZlMYvXq1fjJT35iIhtOOukkvPTSS/jSl76E3/zmN+bY0047DXPnzsUXv/jFnHoXLFiA+vp6vPnmm+jp6cH8+fNx++234z/+4z/63UZWEhiGYRhmiFi0aBFWr16Nl156Cb7vY/369fjmN79p9ieTSUybNg3V1dWh4/7+7/8en3zyCTZt2pRTZ29vL77+9a/jgQcegBACH374If75n/8Za9as6Xf7BIbhIpi1tbVob2/HqFGjipofYhiGYY4tjvR7XNd/7cyl6OqMdzAsluqaCqx/+94RKXPYksAwDMOUL8fwdMNwgPMkMAzDMAwTC1sSGIZhmDJmECwJw29WftBgJYFhGIYpX3i6oSR4uoFhGIZhmFjYksAwDMOULz7JT6l1jFBYSWAYhmHKF/Llp9Q6Rig83cAwDMMwTCxsSWAYhmHKF3ZcLAlWEhiGYZjyhX0SSoKVBIZhGKZ8YUtCSbBPAsMwDMMwsbAlgWEYhilfCINgSRiUlgxLWElgGIZhyheebigJnm5gGIZhGCYWtiQwDMMw5Yvvy0+pdYxQWElgGIZhyheebigJnm5gGIZhGCYWtiQwDMMw5QtbEkqClQSGYRimfOGMiyXB0w0MwzAMw8TClgSGYRimbCHyQSUu9Vzq8cMZVhIYhmGY8oUGYbqBfRIYhmEYpgxhx8WSYJ8EhmEYhmFiYUsCwzAMU75wxsWSYCWBYRiGKV94uqEkeLqBYRiGYZhY+qUkLFmyBG+99Rba29vR0tKCZ599FlOmTAmVeeWVV0BEoc/DDz8cKjNx4kQ899xz6OzsREtLC+6//364rlv61TAMwzCMBfn+oHxGKv2abrjooovQ0NCA3/zmN0gkEli2bBk2bdqEM888E11dXabco48+irvvvtt8t/c5joPnn38ezc3NuPDCCzFhwgSsW7cOvb29uOOOOwbhkhiGYRhGwdMNJdEvJeHKK68MfV+8eDH279+PWbNm4bXXXjPbu7q60NLSElvH5ZdfjjPPPBOXXXYZ9u3bh3feeQd33XUXVqxYgXvuuQe9vb05x6RSKVRUVJjvtbW1/Wk2wzAMwzADoCSfhLq6OgBAa2traPuiRYuwf/9+bNu2DcuWLUNVVZXZN2fOHGzbtg379u0z21588UXU1dXhrLPOij3Pbbfdhvb2dvPZs2dPKc1mGIZhRgp67YZSPyOUAUc3CCHw4IMP4vXXX8d7771ntj/99NPYvXs39u7di+nTp2PFihWYOnUqrr32WgDA+PHjc6wM+vv48eNjz7V8+XJ8//vfN99ra2tZUWAYhmH6hggoNa0yTzf0n4aGBpx99tn43Oc+F9q+Zs0a8/+7776LpqYmvPzyy5g8eTI++uijAZ0rk8kgk8kMtKkMwzAMwwyAAU03rFq1CgsWLMAll1zS54h+y5YtAIDTTz8dANDc3Iz6+vpQGf29ubl5IM1hGIZhmFjIp0H5jFT6rSSsWrUK11xzDebNm4ddu3b1Wf7cc88FADQ1NQEAGhsbcc4552DcuHGmzPz589HW1obt27f3tzkMwzAMkx/yB+czQumXktDQ0IC//du/xY033oiOjg7U19ejvr4elZWVAIDJkyfjzjvvxMyZMzFp0iQsXLgQ69atw6uvvopt27YBADZt2oTt27fjRz/6EaZPn47LL78c9913HxoaGnhKgWEYhhlUjnVLwu2334433ngDnZ2dOHjwYNHH3Xvvvdi7dy+6urrwy1/+0ljrNaNHj8aTTz6JtrY2HDx4ED/84Q9RU1PT7/b1S0m4+eabcfzxx+PVV19Fc3Oz+dxwww0ApO/AZZddhk2bNmHHjh1YuXIl1q9fj4ULF5o6fN/HggUL4HkeGhsb8eSTT2LdunWhvAoMwzAMMxJIpVL4r//6r5ykg4W49dZb8c1vfhNf+9rXMHv2bHR2duLFF18MpQp46qmncNZZZ2H+/PlYsGAB5s6di0cffbTf7RMAht1kS21tLdrb23HyySejo6NjqJvDMAzD9BMdpTZq1Kgj8h7XcuL/nvhVdLV3l1RX9agq/PhPj+TInHQ6PWgW8JtuugkPPvggRo8e3WfZvXv3YuXKlVi5ciUAYNSoUWhpacHixYvxzDPPYNq0aXj//fdx3nnnYevWrQCAL3zhC9iwYQNOOeUUM/1fDMNygSedTInDIBmGYYY3tbW1R0RJyGQyaGpqwo//9Mig1NfR0ZEjc+655x7ce++9g1J/sZx66qmYMGECNm/ebLa1t7djy5YtmDNnDp555hnMmTMHBw8eNAoCAGzevBm+72P27Nn4+c9/XvT5hqWSsHfvXkydOhU7d+5ka0IetJbO/RMP909huH/6hvuoMMX0T21tLfbu3XtEzp9Op3HqqacilUodkfr1OY42Op9QXL4hvW/8+PGhhIUA4HkeWltb8+YjysewVBKAIFqio6ODf6AF4P4pDPdPYbh/+ob7qDCF+udI91s6nR4SQb58+XIsWbKkYJlp06Zh586dR6lFA2fYKgkMwzAMcyyycuVKPP744wXLDDS5oM4nVF9fH8otVF9fj9/97nemzIknnhg6znVdjBkzpt/5iFhJYBiGYZhB5MCBAzhw4MARqfvjjz9GU1MTLr30UrzzzjsA5LTN7NmzTYREY2MjRo8ejZkzZ+Ltt98GAMybNw+O45gEh/2BhuMnlUrR0qVLKZVKDXlbjsUP9w/3D/cP9xH3z7H/mThxIs2YMYPuuusuam9vpxkzZtCMGTOopqbGlHn//ffp6quvNt9vvfVWam1tpYULF9LZZ59Nzz77LP3hD3+giooKU2bDhg20detWOv/88+nCCy+knTt30lNPPTWQNg59J/GHP/zhD3/4MxI/a9eupTguuugiU4aI6Kabbgodd++991JTUxN1d3fTL3/5SzrjjDNC+0ePHk1PPfUUtbe306FDh+ixxx4LKR7FfoZlngSGYRiGYY48A1rgiWEYhmGY8oeVBIZhGIZhYmElgWEYhmGYWFhJYBiGYRgmlmGpJNx88834+OOP0d3djTfffBPnn3/+UDdpSFi6dCmIKPR5//33zf6KigqsXr0aBw4cQEdHB37605/mJNgoNz7/+c/jF7/4Bfbs2QMiwlVXXZVT5mgtsXos0lf/rF27NueZ2rhxY6hMufbPkiVL8NZbb6G9vR0tLS149tlnMWXKlFCZYn5TEydOxHPPPYfOzk60tLTg/vvvh+u6R/NSjhjF9NErr7yS8wxFVzgs5z4qR4Y8BKQ/n+uvv556enpo8eLF9OlPf5oeeeQRam1tpXHjxg152472Z+nSpbRt2zaqr683nxNOOMHsf+ihh2j37t10ySWX0MyZM+nXv/41vf7660Pe7iP5ueKKK+i73/0uXX311UREdNVVV4X233rrrXTw4EH6q7/6KzrnnHPo5z//eWx88W9/+1u64IIL6C/+4i/ogw8+GGh88TH36at/1q5dSxs2bAg9U8cff3yoTLn2z8aNG+mmm26iM888k6ZPn07PPfcc7dq1i6qrq02Zvn5TjuPQ73//e9q0aRPNmDGDrrjiCtq3bx/9+7//+5Bf39Hqo1deeYUeeeSR0DNUW1s7YvqoDD9D3oB+fd58801atWqV+S6EoE8++YT+9V//dcjbdrQ/S5cupd/+9rex+0aNGkXpdJquvfZas23q1KlERDR79uwhb/vR+MQJwb1799K//Mu/hPqpu7ubbrjhBgJA06ZNIyKiWbNmmTJf+MIXyPM8mjBhwpBf05Hun7Vr19Kzzz6b95iR1D9jx44lIqLPf/7z5lnp6zd1xRVXUDabpRNPPNGU+epXv0qHDh2iZDI55Nd0pPsIkErCAw88kPeYkdZHw/0zrKYbkskkZs2aFVoik4iwefNmzJkzZwhbNnScccYZ2LNnD/7whz/gySefxMSJEwEAs2bNQiqVCvXVzp07sXv37hHbV30tsQqgzyVWRwIXX3wxWlpasGPHDjz00EMYM2aM2TeS+qeurg4A0NraCqC439ScOXOwbdu20Ap8L774Iurq6nDWWWcdxdYfHaJ9pFm0aBH279+Pbdu2YdmyZaiqqjL7RlofDXeG1doNY8eORSKRiF0ic9q0aUPUqqFjy5YtWLx4MXbu3IkJEyZg6dKleO2113D22Wdj/PjxSKfTaGtrCx1jLyc60jjaS6wOR1544QX87Gc/w8cff4zTTjsNy5Ytw8aNGzFnzhz4vj9i+kcIgQcffBCvv/463nvvPQAo6jc1fvz42OdL7ysn4voIAJ5++mns3r0be/fuxfTp07FixQpMnToV1157LYCR1UflwLBSEpgwL7zwgvl/27Zt2LJlC3bv3o3rr78e3d3dQ9gyZrjyzDPPmP/fffdd/P73v8dHH32Eiy++GC+//PIQtuzo0tDQgLPPPhuf+9znhropxyz5+mjNmjXm/3fffRdNTU14+eWXMXny5AGvfMgMHcNquuHAgQPIZrOor68PbY8umTlSaWtrwwcffIDTTz8dzc3NqKioMOZAzUjuK3uJVRu7TwZzidVy4OOPP8b+/ftNBMhI6J9Vq1ZhwYIFuOSSS7Bnzx6zvZjfVHNzc+zzpfeVC/n6KA696qD9DI2EPioXhpWS0Nvbi61bt+LSSy8124QQuPTSS9HY2DiELTs2qKmpwWmnnYampiZs3boVmUwm1FdTpkzBpEmTRmxf2UusavQSq7pP7CVWNaUssTrcOfnkk3HCCSegqakJQPn3z6pVq3DNNddg3rx52LVrV2hfMb+pxsZGnHPOORg3bpwpM3/+fLS1tWH79u1H5RqONIX6KI5zzz0XAELPULn3Ubkx5N6T/flcf/311N3dTV/60pdo2rRp9IMf/IBaW1tDnrIj5fO9732P5s6dS5MmTaI5c+bQpk2baN++fTR27FgCZLjWrl276OKLL6aZM2fSG2+8QW+88caQt/tIfmpqasxSq0RE3/rWt2jGjBk0ceJEAo76EqvH3KdQ/9TU1ND9999Ps2fPpkmTJtG8efPof/7nf2jnzp2h5X7LtX8aGhro4MGDNHfu3FD4XmVlpSnT129Kh/e98MILNH36dLr88suppaWlbML7+uqjyZMn05133kkzZ86kSZMm0cKFC+nDDz+kX/3qVyOmj8rwM+QN6Pfn61//Ou3atYt6enrozTffpAsuuGDI2zQUnx//+Me0Z88e6unpoT/96U/04x//mCZPnmz2V1RU0OrVq+nPf/4zHT58mNavX0/19fVD3u4j+bnoootil11du3atKXO0llg9Fj+F+qeyspJeeOEFamlpoXQ6TR9//DE98sgjOQp4ufZPPuwleov5TX3qU5+i559/njo7O2nfvn30ve99j1zXHfLrOxp9dMopp9CvfvUrOnDgAHV3d9MHH3xAK1asCOVJKPc+KrcPLxXNMAzDMEwsw8ongWEYhmGYowcrCQzDMAzDxMJKAsMwDMMwsbCSwDAMwzBMLKwkMAzDMAwTCysJDMMwDMPEwkoCwzAMwzCxsJLAMAzDMEwsrCQwDMMwDBMLKwkMwzAMw8TCSgLDMAzDMLH8/66fAmzu7xplAAAAAElFTkSuQmCC", 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", 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" ] @@ -216,22 +207,22 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 75, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 7, + "execution_count": 75, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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66aiE6XH6GC0v5ulUYOEcFPgDH00BzjeFybEp/YDAPMDHhheM2g8IzgGmfAT4GXlFTPkION/MrK4v8MkkYOhyIOYAHV9x59EEC+fdvwDwN/fGsAOlcO3Z5qMFfMy3N/9u1K+AAtiFM8diL/JWXAmgN4QN4dybeKZMku8PXGlAD8obdRzb9p+Hii7T+gB/Dim6PDAPaP8fKa7j9wG/DgfqXQOCcgFfNZCve7BqfICj7YDESOCeClg03MEDkgE1bgNhGfR5V3cgx8zvPCiHFFiKpZcvbkTjCyx7xnRZ9TtA/av2bR+UC7z4GymCvADgan3puCy1E54GVEq1opTtoFosKcsrDaRlAtRuYB5QLQ643BAo9DPdLiAfaHDF9D3utXpAbhCgEECjS0B6ReBuZfqsFM71z1OkAEgC0Ky4ijZweJjmbTGYCj9SkR1cZ7LoeMD20JWlfMiFRrp3T1rbpiaXi7aoHL6frkG9CKPPb8/wYF+8XP54WjrOLruLOVclXBa9IP0vem63XTcynsxaAhCnWuhMg7b67OJx/fQKxNmm1M6mvtL10vo4xAuLyCwXHYsi11nj86amQS0g2hyjdf559O5pwqdkor0X7P170ly+h9Fz3AlTIccqZMocNe4AW/sA23qT2cqdVMgC1g4ABqwF/dxVAN98BUx7n9YrhGGx4dfwvQrAY2uBNY+7ty/28NU4YObboNvdg0z4DHhzjo0K5ielBJn0CdB7G/DQNhoZW+PFRcCKIZKZsO51uo7uO160rl8B8OeTdI3ppd8mx/s27X1g3FhgS18avZ9oTX39eDLQ9hjw8CYaNT37B7BqMI20oIDJCO9kK9rmoynAmIk0Ont6GZmoVw2mkVtZQ96mQoaxglb3k6xiOj2wDnYiM50zKLRAl7300FBlAQ9tB67XBVIrkTt465NkInxoOxBq5hp8ozY9LP/pBeRacev2JMLsIecOfNRA1z1kDs0LpHNwpiW9oymNnGtOYg/5AcCOnkCzc0D1OOChf8gUCAAQ9D4rI4zMd1olKbcad4C9XZw7z+eb0Q+bl3+RtldqgY6H6Lzu7KlrWiFd0wAppe0P0Q+l2zXpr1AAkYlAr3+oTt3rQHdPhOsoJTg8TPO2sKmQxZpoAXG+seT91X0nmVRaH3ferOOXD3Grhum1pQW5kSvV5A1m7bqb/KFrpqTSWCpk0tQTLcizTu8x1/YInWuLpkK5FN3/asFw6X/YaxstU2jI5fyXEVL9sWPJFT4oGy7/nzf2M72OFr1gX3977JDMi88u9v49aI+wqZBhjPjmK2DAOhh+vf7XHmh5GrjYGHh0A41+IpIc22ehH42m9OZAAPjfF7Q/rRJ4exa90LfEiIXA/s70Ar6skBNMI9CWp8lEpXccONcMaHUKONbWu/1zhcp3yZHm8TWmy2MOAKdakXfol98W3ebI/TSR9++BoEerE7z+I/DSguLrGTP3DWDBS861J2fYVMiUKeKqAVcaSt9zQiQz0d3KpMhsTZuwiAK41JhMM+FptCgvkB7eXfbS94aXLW8aH00Pcq2HfiIqtMDgVUAFoyimhzvYbxpzBq0PcKFp0eV5QcDZFp5rtyQo9CMlZDxdIa4ameIOdyDlFFfd8jadDuo8/QScMhveqk0m7YXD6fv+zqbrA/IoQomvmsyVqwcBlxrp3nuBTNflCYeHad4WNhWyWJO3ZjowCdSFMv0daWKlWmm9P5M/dF+b5kWppggRN2qZtvnRJF1kjjJknix1RTeBeOxYMpcG5tBE62NtrEx2t7K9rYnf5kU/iTs3AOJkS8vtDF1a/MTg0iA/AKJKuY2cwYqLxUwyVNbD7sx+w+HHk9WiypBC2WzuY70/nlRcj66j9yvmijOzAoWWcuShyMWxEpBL77vGjqXQT9BChKaTcrHnB4M+5NOzi+1vU6GhMFaR8dbbCcyBqHGLwlN5+160JfcAkVCeI2cwjDGhWSSWsDSR1B6UGgrkfLolsL03Leu6h9yXAaDODef26yqBeUCkhfd1qntAVU7O5jHaHCfzrP7/rg+6mxlm/z7yAoGfR+oifNiJUAJJkbbrNLxM5sQQW6kISgGnAPwLYIyT27PiYso8AmT/zwx1fNuAPHr5PvxXYOMj9IIeAJ5cKUXxtpcKWfQ+4m5luGU+U14gkBgBVEmhsD1aBUWmqHCPXKojkui4HQpFVA7wz6dpEncrWw5fZRVBrvHddgNfjHetDzkhwITPXduHJRpeBl79iSJo5AbRdVAlpfQFFjoJSuPjrOJir0KmXPDIRho1OcrAv+lX8aDVQFo4hZC6UQd44XfH9zVuLLC7Gz1M3MGmh8kZ4E4N+n6vAnn1zX8FqB5LYYMedmJSbFmn6x6ah9fgiuPbbu1DsQtLK38PpJGgXtqcIC/Q0sYrAM64sD0rLqZMc7ERTe680sA0EKwtGl4C5r8M1LpJ3mKjp5IbdEg2RTRQCMDXzvTZ/TYDM0bRyO3Pp4Cx42CXx1lQDjDrLaDXdmnZm7OBz8aDhpAg777cIGl/gXn0UO25g2LTBeVRsF/GlPNNaQpDQpTj247/HHhjLvDyfJK1j7m/f66g8SXvToNYGW1fakj9v1kLONQBeHUekGpvxk43sAPAhy5sz6ZCpkyTGUouxpGJJHpSqpgmBDRGlUWuzcE55PZ9uybw9dcUlmfTwxQ0115angFq3wR+e5FcmDPCgCYXTOtcr0sPGWN8NPQO7WAnCi/U4ArNLVJlUXilOtcpIKyPhkaA+l/V7Y7S33NNpeNnTImrDix0Zu6TAlj9RPHVShMaH1LU5vMIzzelaysnmO6FQx2dmCbiBALAFQD/APgdwGwX9yUrYa9CFntFC4rmYC7jx9jw39KaBlfV5+PS78vRa8xaH/Ry/2HbfahzDaLAl/ZzoCMt29+Jti3wpfUKjWVhl/hyXrSWr4uuu6Rr2dnr2hkpAERtQJg8x8udV+ErAPpDyuHDMGYoQKY9PYW+wLBFNBHZ1kbG5jy1L/DcEnqv9cov1jcTAEbNBKLjgc8nWO5DfBRFRzCekDxqJk0kHf+F5T4kRlKUDoWgVBVQUMr0iulUJyEKNmPgNL4A/PAu8P60onmlmDKOlViVp1vS+8/ZbwENrpreI57EB8BvAJYAWOrCfuStuBrphGEcQONTNJJFUA6ZB/XK4Vg7aZ1QAru703pLnGwl5ZlKCydvPq0COBBD5skGRrmghIIU4Yk2QEpVAIIcQGy9i8oNBrb1oc+hGUDPf+jdm7n7tY8aeGAfmR5v15KWKwRFW2AYPfrr0N0BmItDCaAbgEQAcS7uy+FhmrfFMMQUKpNhMZsKWeyVCZ/CJOhuw4s0kVcLiN1dJDOLsXz8nWmuLb0M+Fuqr8/Hle9HE0E/nGx5m8fWOGf60V/jHQ+giBkwNB0iLQzi/e+d2zeXUlbcncPMaH9ddnv/HhTl1lTIME7y8i9A//XS94Qoyrs0c5TOXV1QbiZjR4qqyeTs0GerqYvxzdrS52eWkhPFhM/o+6/Dgc39irZvvI0jnGpFLu/ffEVOGaOnSevuVQA67weSrDidMPJiwDpyCuq7RTc6d5Fat4B1A8g07anYmSWFvBXXEgCBAAaBHfsZh4hIJtFTNZk88o7cr5sgDPK8ikwEuu2h72eakydWizNkbswMpUCnhtmdCuBqA5qr9fsLpNxSK7vnoaMnN5hyXx2/r2hQVa0Pv8MqS9ytTAGa9dH3XSU/gCLfZ4TRNIpFL9KPt8qpxW9bGnF4mOZtMZgKK7JXIYt7ZdAqKSivQgMxZJkUTPd/n0FUTIVIrkzfzzalPEzmwXx9C9xj1jHfr1Jtvb5PIQfWLU3FL9+9QZ09UrQQR+/z4v1Wbk2FzwHY6O1OMGWJX16WJm322UoTTOtep+/3KgDZITTiUgig5m3KhGseCWPtY8Dr81zrhyqLfh0bpyt5+Rdg0yOW67+0gCZJ338EyOK5W17ntxfpuhi6wts9KZvIW3ENAFAPbCZkXOZuJUrKJxT0LuDF3wC/QpoYnKCbHByzX0qLDlDcuuh4ilIB0E/BX16m92Vf6JINHogB/nnIsb50PEjvN2rdAgIKpOWBedLnEQvIVLnqSfp+pgU9LEtiEilTPJsetj+0V+UUSiK59BngWn339eGBveQJO+OdolFjat6iaSFRCe5rzxEOAtgF4BMX9uHwMM3bYjAVZqkE7sJgHmFTIYuzcqUepYyokgTRfy1dR/cdNTWtvD2DzITm11h6KERSFZLuOyGe/036PnasfWYb/zxqu0oSxBff0ITQ5MrSfpKqUBoT3wKqc6QtxJ+DTfeh0FC6i6BsN5uUuNhVKmRChBs9j+wtDS9CJFaFePAf9/bn3WkQFxpBBN8z7VtoOl3j3rzfvodrE5Dlrbg+Uwk0Bb/jYnFZNAqI7CASfSI+c8XlWwBR7Q5EVojptk+uIGURlA2xLwZiyTPSd3vfcwxaJbWf70fKMCJB2k9QNr3Han+I6qiVRRWXKoPyMI36wb0PQC72lTmv0w8KuxJJGhWFhv6/tt5hOlN8Cyg/F7QQP4yi5JNKNcTKJ+ga9+b95qrikreRbSCAsWBTIeMySgEE55IE6lKhf/ktMPInqY7ajyYavzUb2NmDUoq8Oo9SuucGk6eWfwFNJs4NJik2sK8APv8f7VPfvn8hxSGc/DG5t+v3pfElF/h3Zlh2p88LBD6ZRB6SP79C0vaom04QY5EBa4HvR1M8yaXPABPHwOKk3pj9wJw3aAK5MS8uoqwBuUHkpv7hFPf1Te2ni4GpILN37ZvAT69SDEz9Ne4tegOY6cL28n7HVRtAJZS+ZDOMrMkJIsXw8CZdwr9XpXUFAcBvw4COh4B614B9D5i6pV+vC8RWd6y9gX8D7Y/QT8mr9SX35w6Hge1m78eSI4BfXgEe2k6hoPSEp5LCWvIcOWk8sI+WrxjiWF8Yx6h1i/5PSi2wp5v1ehFJ9CPEv8B0eYMrQNtj5OzT/CwpGE+QEEU/ul5aUDoel9UAuPo61uFhmrfFMMT8WCVQD2wqZHGr7O5C5ptjbSD+eNqyGWb2G1Jw0v5rTc0+Dr3j0EXbELAcMNfavszXvTuNomaEpsMksCq7x3u4aO08z9bqaY1Mi1rHzYyO9LPRBTIxe/v+EoCYCojQcusO/xKAR8BBdhmXia0GjPyZIgqkhQNCQea77BDL9We9LeViOtZWWm7L+P7GHDLTvDKfJgs3PQdMHU37SoyEXQFzrbWz5nHgWj3yLFw0TH7pN2SLlSC2dtczXm7vvpzg7Vk0Cu+/nqJxhGTTyHzW26axNEuKQQBauLC9vBVXY50wjIsIBUUWONkauKsLmHugs/X655s5HqXCV21qKlJqgYB8yoV0sYnjfTbmZh1SuL+9COzq7tq+mJKj8QUgLIPek7Y6RVMsAMpekF3Bfe34qskEvaUvZYCucI8+eytfWx2duILDwzRvCwfZZTEXS4FsHbkW9PUfXechU42ni9YsyK67A7TaaLfYdkqqLzIsP79MEVgUGohNfaXrsNWJEmhdxpEz2B+PKROkVwRiDgBtTkiy7wH7t79Vi16S77bxgr0089wSOl5VFn2PjqfIG8YTpj1BZCLFd+y7xXqdISuA/Z2B0EzP9kWOjBsLPPEXDCbCI/fTtXuJ0zXZRN6mwuUg15SBYJf4cszpFmRaaXyRgt9mqej9098DyX0cAB7ZSMFFD8RQ9PZr9YBzzeihcbQd5cdqcQZIrirPkEkpVegYTrSh4MAF/pQs0NOmoEI/aie9ovU6dysDZ5vT/4Yx5U5N6fOOnkD1WKDlaZLrdSmo8+NryNv0QhNg0GqabqG/xp11EayaRD829KbJkuY8gFMAhrqwD4eHad4WDrLLYiz/+4wiRqRWhMjzhzjVgkwvvgUUkSIgF+JEK/IQrJAJcacaxKSPIKJjIe4FQ7w+R8rHJVtTYWkvWvpf+BR6vSel9nh8CyAe2krXcJ4/xMJhNKn8Ri2Ir7+yfI07W7ydj8vVCcjyHnFxkF1GR2oloNk5mg+jz+z663DgwZ20vmoy0OgS0ONfmlPz5hyKRxiU681elx+Cc2hUPOdNYPbb3u6N6wTkk0PFomHA1A/cs89Fw8hpQh/U+dENNJodsI4sB/cqFL3GyyvyVlwDQK4pbCYs1zywDxgzsejy9v8B1eKl735qIEgXVPRka+DfHvQ5IgkYuhz47lPgSgOPd7dcohD0Psw42r2c0fhQpIwTbdy3z0qp9ONqxEL67qumH1836kjm64Ro97UnZ+StuPrqhCnX9NhFYg0Begfjq6YHZ1o4Re8e/wWtn/IhuQjHHID73JUEEJ5GLva5QfQ5J1gXgsdJVJnkQp9Rkb7755MzRlo4zQtztG8F/u51ubbZpIJGxbkuHH9pQu0HfDfGvfvMDAUq35Wuy99eAIb9Jq1XaOn/phCkONMrQnrHJYCK6fT+C7B9TagyyQVf7jhsX/S2sDs8iyOiBUSn/RAjfqEAtg0umQa/9c+TgpG6q/gWUGTu/30GEZYGkRBB79JcKX88DbGzu9TPgashMlQQtW44th+lGuJ0c4jJH7rveIstWgok65Ykm2W0BORC9NsoXbeLXjBdXymFsgTcC4Y43trsHZcWYn8nWpdakd7fWit/DpZ/kF15j7gYBsDGh4F/egETPjPNXzXzbRpVjJ5Kv/T3dKVoGHHVTIPfFgS4v09aJfDNV+QNlhtEpszDHRzfz5DlNDH1q2/ovYpxTq5TrSj6QWoloOc/9C5kzMTiR3VCAYz/nKYAlBgKChTMWCc/kGJjCgD/+4JG6D++Jq0PzKNRlZ8aqHMD+PF1mLznaniZ8rLNf4U8aK0RmOf9ILuuwoqLkT03a9P8q4uN6eHuX0A39sZHyBW7/3oy2V1pSOIKSg0F102uKpnsLKH1Af54Tvq+8CXn2uu8n1z2lzxHZs7APHoPApBLtD4AcM3bZO70VRe/T6EElj3jXH8Yz5ITTHO49j1AP1heM8pOoFHSNI6qyUDFDODVn4tufyCG7oUad6y3EZLt/n57A4eHad4WNhWyGIsWlIivQiaZT5qco+C3/TbC/iCodpbwu5Qry1Wzn71l+jtSMF99VAWNgmTFk0Y13XycXLxUtGTKPd6a/sfG13lyZbrG5420fS/orw9rUhqekWwqZMo9y4dS+o4lz1FaiLRwGmUduR8eCVyq1FLQ0sfWFl935ZPAgpedb2vea8DmfvT5i/8BD+ynl/OA9Je+uP843cWj6ymdxrBFwD2Vt3tTylGQmfntWVIUFAB4ehm5x2uVwIx3aGrBvNcoj5zZ5qbXRSllEICWLmwvb8V1FUAygI4oHUlmGI+SVpHc2PUotZQXq9CPvKz6bCXb/cVGwPOLUayHoG8h0OkgvYdKr0ju82daAKmVi+9L83MkAEXuUPtSqJ5jbcmEp8c8/5KjGAfz7bxfytUFUOQPS9S/AlRJoeC9peG+8FXTPC45PFBLC3mBZOa+2Jiu0UI/+lHWdQ+tywv0dg9do65OXMHhYZq3xTDE/IgjZ5Qn2dHD1KzinwcRG03rjAPrXmhkZDazYTqrlAKRFWIjcoYWRQLEht+FyKxg2t6AvyEe2EOf2/3nduORw+X79yGu1y5DUSrKW9FSpJdFL0jXeJl8rpXbILvvAlgPzsfFIL0ijUjuO06x3YQCmDkK+Hmk9W0ywmibRpcorqFSa7RS0ATT4/eRN2BEEi3ODKUJz38+BdyuCbQ7SmlETrShtq2NgkqS7z8gsxLHBpQvQ5cDX35LI60+W4HZb3m7R6ULhxVX165dsXbtWsTGxkIIgYEDBxapM27cOMTFxSEnJwfbtm1Dgwam4QjCw8OxePFiZGRkIC0tDfPnz0dIiJWMfbaoDqAZSoU5hPEeZ5rTe65jbYGTbYALTQEogPpXSck8uwSomGa6TfMz9HDQBzStHkuKquFlqv/sH2SiaXMSaH2SzDRNz0nb6CcXn2wNZIbRRN6Tbdzn8u1XADy1gvI1OUpcdeBcc/B9IVcUlJ/tVm0aWpxtAcRzxAwTHFZcISEhOHnyJN56y/JPgI8//hjvvPMOXn/9dXTs2BHZ2dnYsmULAgKkyTJLlixB8+bN0bt3b/Tv3x/dunXDTz/9ZHF/DKNHIeiBrhf/Alq2vj/wzgyas2VO0wvA4ueB2jdNlz+2lpYvHAF0202jpxd+pzQgS54nqR4LqI1GLY9spPqLn6cYiMbvm1w+Ni0dEwS53IdlAHPfAB7a7r42GPmi8QEK/Eg08raTuQ2H7Yt6EUKIgQMHmiyLi4sTH3zwgeF7aGioyM3NFUOHDhUARJMmTYQQQrRr185Qp2/fvkKj0Yjo6Gi72mV3+PIpef4U2d1Y1Ep653SqBUVmMC4b+9F2WkC0Pm66bsx4ijDQ4BJEtTsQkfH0bmHdo9I2fTZDvDmLom1Uv02uyM3OUHSCMeOlbdxRHl1HUcCr34YYOY/e0zW8CBGS5ab3JlxkXSpk0nVa7Q7E7895/150i5QWd/i6desiOjoa27dLPxMzMzNx6NAhxMTEYPny5YiJiUFaWhqOHj1qqLN9+3ZotVp07NgRa9assb/BnQAuAHgNHGi3HBBQAFSPK7pcdY8SJ5p7ra0YQq7xzywld+y4atK67rtoxPbMUtORWv2rwO0a5Fp/pgWQGAlM+Yg8Be+pKEfS/30I7HwQSIxy37HdrE1tZofQROPIRCAhyjSW4KC/aN3vL7qvXcY+6lwnM/EvLwMpVUu+/XsqGnW9MZfM2eUdtyquqCi6kxMTE02WJyYmGtZFRUUhKSnJZL1Go0Fqaqqhjjn+/v4mpkaVSudvvAnASgAjwYqrHCJAikkfwNV8HtOvIygKQd8tlMbEV1N0H9+MNf2eqaLIA2O+o+9x1endlZ7cYODrce48CuJSI3KqyAwlV2f9cRkz8G8gKgH4/QXw+6sSpvZNCq+15nH6EROSrfsfldBzJyiHomF8+yXN5bpbqWidsAxSbvcq6ALuaovWKSvI4nE/ZswYZGZmGiQ2NtbbXWJKAQX+NPeq1i3y6LMUefxgJ3ro2Ovt99IC4Kk/3dtPe3hkI4XzqR5LnpAtztADyJjX5pHHJCutkmdPV7qOLjWi6+NSI5orV1K8PYs8XINygc8m0DVvLPprfM3jQIMrZCkoy7h1xJWQQMmOIiMjDZ/130+cOGGoExERYbKdj48PKlWqZLKNMRMnTsTUqVMN31UqFSmvQQBaQybql3EnBzsCC14ic1qODYfU+leB96eRU0VeIKV9+N8XFOvNEnmBrqUecZZTrYCPJ9OveLUfTdqdOhpYNwDY2ZPq5Mt80qmc0fpI19l/7YFPvyv6w8KT/NNLmti+q7uFa17QaCwtnEbtn35XNCZhRBIwdlzRaBveYDuADQCmubAPh1+M6cWac8bo0aMN31UqlUXnjLZt2xrq9O7d2ynnjJqp7JxRniQ7COJiQ5K5r5FjRXGTbDscpPpNztF3v3xy6rgbLu0rLUxqw2QCspdfxh9rA/Hir97uCZeyUvST7L19HwtALABEGxecMxxWXCEhIaJ169aidevWQggh3nvvPdG6dWtRs2ZNAUB8/PHHIjU1VQwYMEC0aNFCrF69Wly9elUEBAQY9rFx40Zx9OhR0b59e9G5c2dx8eJFsWTJErv7oFdcH81lxVWeZEcPCkCqVNMDPTsIIiqumNtVF7RU7/2nV1wTPpX2Nfc1qY3SorjM+82Fi6ulNCkuLSDUJam4unfvLiyxcOFCQ51x48aJ+Ph4kZubK7Zt2yYaNmxoso/w8HCxZMkSkZmZKdLT08Uvv/wiQkJC7O6DQXF1UAm8DAE1/WNYcZVt2dFDugmr34Z4eAMl37O3dN8JseYxiCHLIBqfl5a3OAXx6o8UOfvRdeTyvu5Rkg8nS/WeWEnJHANziu676Vlpm4+/K5kHERcujpTSpLgEULLu8Lt27YJCYfvt8NixYzF27Fir69PS0vDcc89ZXW83eQAyXd8NIz9ia5DYhSDnjZ47yAli0TDKaRSeRuGczrSkkFF7upJbfXialNo8OIcmB99/BGhygZZbChbrqzbdxhv4qIEOh8m1Pq66d/rAlAxBORRu7GxzIM2Ch6ElcoOAvV3I8adyqmf7VxI4rO28LYYR1xw2FZYn2dHDyd+aWspvZH5tpFSCCL4Hk0C66x6F2N1F2g5aMi/erg7x3ceOt2spUK+nSmg6va97/3vPtsPF+6XRBaOccw6WdY+aBon22j1dboPsMoydPL2M8llZYsxE4Gg7kpVPAi//AkAAfzxLy4yD7NqLbyFlYNbv92g7msDqSe5VoInVi5/3bDuM97lZm0Zc+zs7vu27P9C27Y5S2hQ5woqLkQ0RScDTS4sGzLWHutfJDGiMfwEwZAWZEBtcoZv4VCvgciNa3/giUCkVON8UWDXYNBdYcQgF5flSCKDtcZKqyY732xG0PsCp1kCy6WwTVLpL561yCc47YjxH+8MUw/JEGwrw7CjX6gN3apDp+98ewNKngWVDgZwSnAZyAYCr0yUdHqZ5W/Smwg9+ZFNheRN9ziu/fBK9953+s8WihTh8P8UcNBf99XKpATl6+OVD+BbQNofaQ/z2vJPGHC3t55OJUt/fnmG9vkIjHZO782jdf5iOteMB9+6Xi3fK7DcgTjfX5Zxzsjywh66J1sdpP8H3yBxeEvdvASD+DxCVStKrsDSIXnFFZ7LiKm+iBURCBN1kV+pBRCRAjPoB4mTLokF2DUVL9arfNpUWp8ilXgCiwJf2ebs6xKpB0jaVUpx7MPgWkOIzniNmS3E9uk5q/6uvnWvTWvHLp+P1z3Pvfrl4p1RMdT3As38eXRN++RADV9N1V+jj+fu3EBAdAfEhIO6UliC7Jc09VfF1mLKFAkCk7n2T2gcYNRNQ+5IpT23talYASWYhcDodAPptJm9AAPBTAzV0kcQKj1MUi1+HA6mVneunVknhd8KMInQcawuEpQMjfzZNWvnbixTKR99+mJWoHs5S6O+AByZT6kkPd30fBQHSNXGjDgV4BoCOh4Aeu1zfvzUEgHgAGlA6RVf3JSvhtCYsef6UlkSjgPjfZ9Z/WfoWQITfJfObfx59Dr8L8c0X1vdd4EuRNVqedP4XrbVS74rpL1stIHpuh3h2MbV5Nxzi28/d3y4XLjaLFiIsDWLsWM/etwWAqAWI94HSk9aEYUqKv56gwKNnm9uu1+kgefc9sA9oeh6Y/wot9y+wvs1/7SmifI6bshnbQgGKR/j3QCnZpaWEmAzjSfwKgUMdgTo3vN0T+5C3V+EaAGNB406mXHHfceDrr4HvPqUH/Xef6DIIA4hIBGaMApqdpYjrYyZS6vMTbcglXuNDub2sUecGMHEM8MO7wPCFTvTtGDD9Xcn7MSgH+L8PgJlvU5+NzYQCwKy3aVL0PV3Or4IAS3tlGPfw2o/Ae9NMl2l86Jrf9LBn2/YB8A2AJ1zcj7xHXBcB7PZ2Jxhv0OQiubjXvU6pPob/SpHfC0GRK/puoTkue7oCs98Cat6m907bepMig433SOFptD0AFPo53reoBKDPVlKqABCQD7z6EyW81BMXTUkjAZp3dbqV4+0wjDO0PQaoskyXaZUUdb7ZOef2qVHSu7LKd61nXgBopDTMuSaK4LB90dtieMelUVGcQp13Db/jKl+S5w8RHUvuvCYBaXUu8usfgfjnQfp+9D6K06ZWFn+N7O4iBeB1yuXYLEBuxVSIzAqmbTz+l9QGB9LlUpJFoSl6XfvlQ9yoRe+MnbkXUyvSO7KZbzmwXbl9x7UFgIeGtuv60y/hX14GKpjltblSHxgtpQeDUgvMfQOItpxOjPEQvmry/MsLpBxEr8ynqBf60dL9R2gU9vdAystlKyNsbDXKkqyPrqH1caFjCmn7QX+RF2FQLvDTSGB9f1p+uIOLbTCMkxjiJQlg2vtAvWv0DItIci1Xl8YHRbJ2F6kD4FUAnQG87HxTMjcV3vDcrq2lTwfI7Tq1EkVZyAoFlBrgmaX0oKx/zXN9Ykzx0QJ9ttHn9DCgy14y0T22zrSe+XdLZIeQUhn5M5kVH9hL78SyXUwWGJhHZpmDnYCtfYB1j7m2P4ZxBN9Cei7dqAMkRBdd3203RXVxuR01EHOAAvkeaUfhpBQAMlX0nGx9kkzlWlASyWwAzQDEuNCmw8M0b4vBVOjBILtaG6KvE7PPdLj91kzvm89YnJOLDclsZxyA9L6jLhplSiCwLhcuhmIhqHPlZIh7wRCvz7G8/uh97r2P3p4hTfnQAmJfDAyRawTIHb42IEye4+UuyO5gz+162dNA+/9IljwHJEbSL4rtD3muTcZ71LpF7sCrBtOoy1V8C2kE984M1/fFMMUi6Dn1X3tT2f4QjfoBsiQc6mi6vskF93bjoynkDNV5P7C7W9H1vgDWAnjPxXbkbSrMBBBRbC2nCMug9yIADbM39yM36RCz913VYmmO0MZHgCsNgL8GAf3XA/6FnukX436OtqX/HUBmjZxgYMUQMhWb41dA/99TrYCrDSzvr+YtunGTqwJ3nYy8wTCOcqcGvdNVaoFHNwDBuUC+P0VwuVqfPGSv1TPNJ3e1vuk+mlwAWp9yvg+1bpMXbf2rwPH7gCyz6EYCwC0Ad51vwmRfshLDEHNuyUTO+GAKRM2bFNeuwFeKfNB1F8SgVeSpVv8y9aFCJkRi1VKWabSciRb0fzL+X9mSN2fpAtvaYdYLv0seVK/NtV7nyRV0rdS45bCxhwsXl4tfPsT12nT9x0fqcs4JGAI/m4v+2vctgPh0guP3m1pJbZk/ewetkvZtbCqsBQiT53h5C7KrKqEgux9MoX9AjVskj6yXgr0mVzZVXAoNRLU7EHNf8/4DvLzKlXoQtW7Q/+qp5cXXvxsO8W83+1zfFRoKThqSZb1OUDa17e4o71y42FW0NE2kxi16Fumv67pXyeX9Vg1TmfmW5aDQ9src1yCan4bICjFdnlwZ4q/H4RHFJW9T4VEAlwC8ArfFANEqyAW+3jWg1w5pucYXuFMTGLAWaH4W+L8PgWf/oKHwwhHAkyuBI/cD/zxEadP1bs8jf7bthn28jel7swr3aLKqrW0Y24RmUtLGlU8CSXaYkiulUa4uhaC7whZCWXzA2txg4E4JhItiGIsogPhqRRdnqYDlQ+k6r3GHkqv+9iJwIIaWVYsrOnk4rSI9Dx9fAzS4arm5JheARzYCc940NUMC9JrFEu0A9HPsqIrgsLbzthg09VcqgdYQ0P2ydXXEle9HvxJanTDNo/TFNzSJtGIqxO/P6VLIayE294FY/Cx5ox29D2Lyh6a/fKrfJrNhvp/1Nue/RBP39L+KomNpJJdaESJDZXo8WkCkh9K6tDDnJwuWNckNoPOhP1dqJZ2jh7ZS3qHUipLJUH8OcwKl7bODIP5rR//HkCwy98qmaCFC022kdOHCxULpspvuhW7/kinRL99yPq5LDei++HuA7XswtaKN+8bCiOtNQKSWW1NhrkogC26LnLG2PymR083pYWj8YMysQPLsYslmHJQNEZhD7YdkUSJC46LQ0D/zz8G2lWV8JL07Md6mQiY9dI2PR6MgF+0KmZSP526495VGaZDJH0LUvi7l1rrUgB7mPoUkqgzK16U/340uQHz9lbT9u9N0pj8txIon6QeJXIpPIV2vEz/xdk+4yKnoFde9YIhfRpS84vIDRHS5NRUGund3zc4B33wFLHiJPAUf3QB89Q3lbeq5k+o8v5gijgM06/x6PfqcXQHouht4bC1tkxsMCCUFTbWaJwrkfVjhnjTE1m8DUCp5Y3dqoQCu1wVanaJ+BOW69/jlhtqHgtb+04umK3zwPU2E9C8Avv3S1GwRHU9/fTTAJ5OA2zWBUbpz+28Pim84/nOarHlHRrmrtEoyW1+r5+2elAwv/EZTVABgxjvAlYbe7Y+cqJoEfD6evA6rxdEE4ZAcmrg/7X2gYrqFbZIp2PSBGPJAfH+6a33wATAO5BK/3bVdOabpSoN4Mh9XoQ9NoHtnOr1sbH0c4ruP6aWmft95/uQA0PaI6S+L53+DONWCRm3GZelQ221mhRSfaTcom/pV7wrE5996f5RTGkQfq9C4VEmC6LWteDPq7Dek86nKgKhzDeJyffq/LhvizG9YLiVRvn+f/kdX6kF0OOjt3sinVEkiL+jL9WmUZe89VuALcbUu5Yx7YI/lOmlhEMfa2HBYMhpxaQFxExCfoTx7FXpYcWlB70s+mEIPtgJfqnOkrWX36SLBXnXFHYrr4Q3Ut0IffrelF0uKa87r9gXS1Sik8/nqj/Q/05sWlWpHHglcSrIoNNL/iaOS2F9mvQlxvjGZBNc/Yv89drk+bQOtdcU15YNigkWbmQrrAkKB8uxVuBmuu6YYcagD5aRJiKLvCkjefYmR5Dmo1FLo/j+fovQYF5tI2wslndXiONKOzFJ61L7SRL1Kd4EfX5dSyuuJSgB8Oe+YVVSZwE+v0qTHJ1dKy5ufBf73ZdH6fz0BrH2MtnljLsVSe3sW5B5LpswjlJRCg3EMpZY8CVcMoWAK+x6gZ9AH39Py0dMsbxeVQNuM/xw435SCRptzuaFjAaM1sO85aQt5K64c9+4urhpFEm97jMKkHOpAwSIBeme1diDQ6CLQ5gRFUm57jN6jXGhqe7+XGgEnW9G7KQWA/ABShMfvA/KCTOvqozT7FVKUDv02cudKfVLObU4A55oBGWGm6xWCzrV/IVDoCxxtR7m2IpNo/bmmQHpF023UvnR+9BFNohLoveDfj0t1btQhV93WJ8merycnmCJbCAUFwa3sjqn85RD/fLoPLjcE7lbxdm8YW1TIBh7/m5SWPipMaqWiubmM8dHQ8yggH0itDKwZ5J6+RIOC7LqCw8M0b4u7TYX6bf56nEwQV+pBTH+H3n2khUGM/j+pjWVDyHUaWoi9nSHWPGbfUL3tEakdvQmywSXb29x3tPhAv54UV9sy3v6l+RBNz5KJrs/moscakAsRF0V1k6rQO72fX5b21XdTUVOEfx5EbDStT66s8/a0ZK7QQhxvbf14Xp9j3/+QS9FS4xZ5ag5d6u2eOFHKSxBkLZnQnbmX9V6FLp0rC16F7wMu5eMq94Pus82ADoeB0y3ou8YHGLQaiK0ObHgUGPg3Ba/U89kEYNgiAArK//Th/zne5t4u5Jl4u6btehcbU9/MRZ9Z19OsfYzSHqRaiNlnDz+PJI/MfH/Kc6Wf/FgcFdMpc/HAv6VlM96hCY7WCMugoJ6DVpsub3uUcl81ugRs6UveoklVnTocxgKJkRSXcVtvb/fEQQRdj5+P93ZHPEtYOmU2vtyQTOhaB803NW9TSp7DHeh+Li3I21RoRmolipbQcwdQOdW+be5VoIgXax/TmaIUlEb9wZ1kXjrZGsioKNW/Vh8ITwWe/BPY+aD95pG0cOobQGawI+3pc/0rwH3H6fPplqbvzHJCpHrGtD1mX5vOIkAP+U0PU19tufPbomI6XfgKAdS9Yf92fmqgndkxNrpMPyb01L4BdDxEUUeMpwWYB/XMCyRz4Y06pAyP3E/BRo1pewzot4ls/2XCLusJBP0ISYgCTtwnLS70B47e771uOYtCAC1PUwLSsozGB7hVCzjTgp4vK58k9/dq8fZtH5gPtD9Cn1VZ9NwDaMrIQVeSabkBr5j7XBGDqVCtoqgZZkPYAx3tHwofai8FmzT2Jnt7Bk3wNXdthyCzX4Fv0XxczpQ3ZtMQvtAH4qNJ9m3z6o+eNRFqFBAtTtH5CMqm6B/u3H9xpkJ9kFxj78lCH4htvaT6z/1O3phRcY6db32Kcr3noT4Y77km7E1oqyjVEBcaQfwwyts9cU9RaGjqyo+versn7jkW3wLYbcpb85h9wadtybIhMHjiFnvfsKnQjMkAeoDcVJyk9UlKaXGlATD3DWn5omHkSGDpF9mZFkCDK8Cxts63a0xOMDkmzHvNPftzFYWg0ceEz7zTfmoloMUZ8mbS89ICmnStZ83j5DGY7KDZr9CPzIXff0Aj7Fan6H/50HaazMtYRqskS8bXX3u7J+5BKGgE+dkEb/fEdTocJlNgs3P21R/5M2VsdxVfNVkxPpnk+r4cbrvkm3QjLUBKS/fAiYqnf0i0ncNgAAgoAGrfApY+TbZcPVmhJADQbRe9I1nwErl9FgQAt2q75xBOtib3997b6OFwrwIFtXTEvdTdKABUjwO67wJGzaSoEp5G40Ou6Q9tpx8Tj68hb8G7lSgQ6OEOQGKUVD+7AonDKChI7tY+QIE/RZwoCHDTQZRlFBQ8usxQho4npQpN7zD3urVGcoQ05ccW//Sk55MlTrSh59Wmh8kE6Q28bvpzVKx5Fd5/mLwAnRkGP7TVKG+NWfn2c4oH51vg6CDevhJ8D+JaHYqJeKeabsKfoCF4WJpRegwtxQN7d5pnTYV6yfejgLTunvBsyVSoLx9Nov9hWhi1f6ERBTcOS7OdSsTuoiVv0YBcMrGEptO+9eLI/1ippu09dV1w4eKp0mV38ffp6P8r5r7Q3UuBOcW05gFTYZlSXEo1nUj9SXJE7gVDLHnG8okPyNUFkPSU66xOIX3/vqnianWCIsR33kvfFRqK2mEc2dyT8uuLEBEJ5J5eUorLP4/+h6oMal+tpHOQoaIZ/64Wv3yKIPDV1xTYOD5S2n+GSud2b2epd4UU7MMbPHRdcOHioWKP4soNkO4LS9e4bwHE2ab0w95m8YDikrep0Iyat4H3p9FfW6SGUxBWrRKofZO2CckpGrQ2II9s+kG55BX47ZfuM+EptOSKe6EJsPIpCqy7ajBwtjmZzQAgPhr48lspp41QUMDLRzcAQ1e4px+2aHeUAgaHZAMbHwb2dwbGjiOvP1d4Yy69V5rzVtF1BQGS6e73F6T3iK//6D6TpSoL6L+eAo1WvgusHkSTMgEyjza+CMx4t/j9KLW0L181UPca8O4PtPz4fcCi4e7pK8O4g6dW0LtdgNzar9UD3p0OfDQFqBFreZvAfBKA7tm+W+jz9x8At2tJAZ4vNfJ49y3i9RGUo+LqBOQbtSTzW+vjFETyal1TD6PQdMrqeaoFrdvzgHtNQko15fUa96Xj2z6zROqzsZhnIHWnTH0Pov0hig/o6r7iIymvmSNl4TCaIF73KkmVJOfOu18+jWqN+/P5t9J+t/ekX4f673WvUpxK/fWiVFMKlbpXIXrsoBHhKz9BPLmCrr071SijLBcupal8+zllO9YC4tF1uqVayiPoyL2rBcSAvyGqJjrQOpsK4XbFZS246tszKMdMpRQPBfXUUnvOuGAbBxo1lsXPek5x6YPSuiNqR7+Njh+3Uk0RqvWBcRcOc+68W1JcaqVpAGP99AS95ARSUlAIMi/q36PqXerVSulzh4PsVs+l9BWlGqLJObpOXVFc+vvlj6cdaJ1Nhba51AgYvIoiSzS6bOdGCkBjdBaUGmDW2xQNwEdDZjuNJ86Swnmzo7VAo9PfownD33/g/nm0SkHnxhVu1wDem07mP0ePXesDnGoFDNGZSG/VcmBjQSaNutfJvFfJbHK6PpCyMcYBjZVaMq/kBlEMyQr3TNfrtxeg66XTQTIbvjmH4/cxpYNX5tOzUWnhWncUHy3QdQ+wfIj3rvEypbjSKgGrnwA+nmy7nn8BRV240IQCR5oTkUQPqWNtKarFhSZAQrRn+uxOjrQnl9ghK2hOR6iN4JneQO1LgYzrXifRk1yVIpIUR0pV+v86Q0SSLnmeoB8kjqAUwMOb7avb4gxQPZbc+T/43uFuMoxHqJhO94ArZFWgd/B6qsU5fi+5E6+b/hwVa6ZCfbEncoYWEIP/tD601bt6poVRPi5ZFS3Ezu6eMxu6IpYCBjtr9nP0nEBr2VToiePL96MAtFy4lIqihWh40TVT4Z4HIAXbdSToLpsKTXliFbBosPS9+Rlg/isUUcEaP7wDLH2GPl+2lvZbAQxZTgF0K9yjSbhd99BQ2yNmQztRaIFlT9NIcJKtQLsKGsKHZkqLBv4NjPnO410sFmdNmNPeo5HyW3NKuOHS2QzDOIYDF2amip4XuWYpl7JUju3Hk8hacfX6B0gMpoCwQkmREO7UIDGm4WWg9Sn6HJZBidMA+ptaCdjZs+i+71UAbtYmaXWKTIb2RDb3NAlRUi4dW5w3S3ajygKangce3kTRQhzlbDNKJAcA9x8B6tx0fB+ukFKF3i9Zwz+fju1UK+B6vZLrlyVu16CpA+Y3PlMOERQNJizD9V3lB1CkCmd/PN+rQBE2jKNm/NOLXOONyQ6hKELmuQJLG143/TkqelNhYUWVuNSgqIeg+RD2nemmXmLGsi8GxXr4TfqI3M1LMkKCUm10XG4oCg2ZPp2dTPzlOOn8LhzmXvPaoheKekia/w/158OSBygEROVkmig5cp7t8+BpU6EAxIony19qeXdfr2Wm6HLB6Z83rnjlJleme9iSR3Fx94+1YleQXDecAzYVGtHmBJDuI03YbXOCJpMOWm2aeuHX4ZTZ2BIF/gAUwJ9PkZPA6/OK1vnuU2DmKOfTezjDtPeB+ldpoqw7hudDl9NxmHvUOUKVFMolVi3O9f4Y88RflPdLz93KNFkyP1BatuAlmhys568ngA+mSt/TwilNRWol9/bNGR7ZSKPT7ruA+Gre7k3JMP09crgZsA6lxpxUWnh0A1kLAvIpKG1EsnP7CU+juICimPNb4E/3U2Jx8QgFPRev1gfeneFcn7yFrBXXrdqAseNcQD5FwnjxN3poCAUprcwwElvs7lY0l5NfAfDyLxTg9Vg7WvbIBjI9OsKmh4FLjaXvda/RDb5omGmurwf2kjlvwUtA1WTHggUXx406wLoBFGU9OLfY6gbUPhT091BH8iCqfVOaTe8uKmST6KmSArwzg27AtHAKsru/s6mJ9Gg7wEcNjFhIkT3yAqmfar+i+3cVjRJYOIJMLQH5dE34G5kt1w4oam7R+BRvKoyOk9z7AbpeF46Qgjt7i0c2kGlr6TMAFEA93Q8o8+u1yx6KMrJwBOU500d4YYwwCubrW0gBtUMzKRrPy7+YTqsoDh8tBQS3hADwx7P041vtS/eDLarF0rXX+qR8c5J53fTnqNgKspseKsndcIhaN5wf4lbIhLhZkyYj68vCYaZt2CNPrDTdb99NNLm53hXT5WPHUhw9v3yI+S9B7O4Ch8xNQdm6QLRaCtwbmm4qkfFkbsgNgMisYJ/ZIieQ+hmQS9vnBnjWzGYu55qQmdNQtHSMQdkU1/BiQzrH12tT//RxHi0Vv3wyKcZGO9aHfD/TCciZFei8GP9/zc91aLpZvwUFIzVe33uLaTsFvq5dr+4qy4ZA/NdOuvYeWU/Xa92rdM71/Z/+DkVjsHXOZVGMAi/bU/zyqb75/9eRUiUJIjvI9DoyFrVSCnKtlwyV5Xu20IfWtzxpf/sx+6T9zn+p+PpB2daDkNtzfjlyBqwrLp9C00jflh4ejp7w0HS6WY3/gcZt2CPmN7ZvAe3X3LYckEs3BLTUjqOBfeeNhNjbmbZZ/4gUZV0v+kjv//sMotEF+8I3aUE3zMfflR7FtbczxNzXYHjghKVRWKa4KIjhC6yfn6eWOxft3pLiMo6c/efgouc6ubK0jb5M+si0jnmIrtKquIyv11d+kvqf5182FFdgDsTl+nSN21OeXQyREOFg2COzoldcb8+w/Mw43Rxi6VDTZXWv0jbm1+eeB2i9I++qjJ+VQdnF1186FGJzHyePlt9x2Ubja2rKcBlFURNjbjCJK6j9LJsu8wOl9zrOtLF6ENnQATLr/NPLcr39nYHY6jRR294JhKGZND3g8/Eo1sbuLoassOyN9ePrugSSCsmslh9AiS+PtrOwI0GTgXvuILPit1+SZ+SjG+3rh4+Ggg2vfQzY/hAwZiK96/MrBD79jjxOK5r1U6OkgMRZKjIZfvslmYfM67mLbrsoCOq3X7rfG8z4eg3It3wMz/9O5u1p78Ppd1xNz5H5bNInlDPKP5+CTAfnkDnrf18U9ahrcp4SIwLkCffnkKL7LQ61L0VWsZZ7ypwTbYDxn5PpuM8Weh/77ZfOmalzg+icfjyZorOofWkqS2QiTXsxfp75qi3fe2onnnvGz8r7jlEew/GfW9/PsqeBwDzH2vAk8lZcmQBkap/1BJsflj7bcwPbEwFdz/tT6T1Hl72mThOeJDKRFIwJCmDxC0Xr5gUBs0ZZ31evfyiayPW6lOl68CqKcmEvfbfQthv6A7PfpmW1b5AjkI8GuGkhBFWfrfQ3IwyYOIYcRyzV06P2lRyNHKXBFeCxteSA44ziqpgmzfsLybZd1xIdD1Hiz2nv299OShXKSB0dDyRGAlEJ5Kiz5nFS8sE5wFuzgfB0ILYanUNzxVXnBjB6Gn3+aaTl675yCs0BjI9GEaVaIYucHn4eaX8Yspu1yamhajJlUX72D+qbLcUVco8yEQB0PWiVwO2apPwqpVKGipOt6b2u/njsITGCzp1TCDrnXfZSKLZVg4GLjYF0C9Nt/n6csmXU0k2DyQmmSDbexOumP0fFYCqcazlyBhf3F31g35J08Ta4WLuhTXNXYWuBim1JEVOM1v5t9VMu3OXG7O7/z6SPTAMNG5sKjctbM03NVHpTob3u8OPHSO0MXQrR5hiZSLvuomPwy6ccT+bu43eqmZrs9aXfRqkv80ZabnPhMIhjbSwfz0vzyfTriNlv2ELTc5UQUXwyxRcWSdt8/RUM145CQ8FvNQopWLP+eBa9YLqPysmUN9D4/D+6zgV3dp0JTx8gutAHYsKn1ut33isdAwfZdYXepl8bXiJz0WcTgMteyhFTVrEW2NeTuCv3GVD0l7pQuOF4FI5NBnXH8Vi7xp35/zyyAXh6GeU6U2od83ADgN9eIBOS2pfat4elz0g51g51JFPqM0tp+oBQ0gjs/Wk08nrtJ9v7GvcVmX+LQ6mVTOJjv5ZG2u9Np6ACwTnkkfrbi8C23jQi/3mkFJjgq3F0vXz7FX1XCBox6XNUGU/TMKblKTIxA+SNqz+/Si0M187rc2nUrhAUE9OY7ruApU9TO+ajoLhoCuR85H7T66rrbjI1vjW7aBzW6DjK56cQFH/1y2/J7N1/PfDeD9S/J/6y7jVdJUU6hi57gT+fpM9rH6PpKT++TubExEjyCnbn/WuOvBVXGoATAFoDUJA5oOZtms8lFMAVayGdHKTmLRrOn9S1Y0zFNPpHn2pl3YRW/4pkJjjXjJJGMowzVEolM+fGR8jEJRQ6E1OA9W1C7lkOg9brH3pQ/TrcuakXp1vSe9T7j9BcIEsBq80505LEmFVPGn1RAFv7kjJpd5TctROi6P4yf78TkUTmuuK4Vo/eDwFUv8UZoNElenAnV6WHf0QSvU/10VBEHWNzadc9RdsWCnpPnBFG7zrvP0LKwNh8FpgnJbXV3/96fAvpOdVvM9Bnm+V+175FprzRU4sqrkI/MjWau73XvE3Xx+Lnde+BddyoQ+HrnviL3OpPtKbpMQdiTM9h40skxVHzDglAJvR1AyhM1N3K9Ixr/x+ZHdW+ZKJ3xvxcHF43/TkqKuMhZl0IGJsotBRk98/BTg6fLZQpH5BbvKXIGY+toaF2/cvWt186VAq+2mW3+/rFpfwVfc45vRT6UGJLW6XDQcvBjfVmOEsu1vaYCj+cTIGE8/3I7OfuEnwPIqUSxJjxlvsCrX2mQpOAsFqIPpvJNNfknIX1AkXa2tYLYutD0vfhC6TzZnwOX5pvve1hC6V+fvOF5FVoft7NJc8fIjqW9mVuKtSCjt+4PLvYtG96eX2OFGTXePv7jkI8/Ydrnr+TP4SomEom17dn0PSZQh96NsbsM72+2FRoDQV5GRX4u2+Xs94mE4elF+d7utKw2Tw+ojFffUNDdMA0LQDjGG2PUgSTYYvcN5qWG2ebU644PUJBI5Khy8h0BAAz3gGWPSPVOdfMdBtjQrLJG1V1z772Vz5JZr3Vg5zrv70MXENmLEOgaEueigryJIzRHVtShJWdKYp+Vgi6p+2JJ9nsHJ3n/TH0XT9CsbBb1LkOLHmuaFxT41HNiIU00grIByZ+SqPJJc8VNRVu6geMG0tOLNYOa+poCmagDz69tY90Poy5XpdGh132mi6/2Jhy21naxl7iqpHJt9c/NApMC6d2LjWikWHn/WSKbXbe+TbMKXuKC0VNEa5ysw6JJdIqAQdjbG9/uRHgYLANxgIF/mQ/L/RAdAy5cE9l+XqLSgBiDtLnP5+yb5t6V8kb0JHkgolRFITVPPxZ+//of/NvDwAKIDIBiDlg/37N6bMV6HiYPjc7B/TdTO+ftD5AaIbld1vGZrOm5yiqhyXanKCHfpuTjvVJf36tcd9xMnHGHLA9I6BGLAlAirlKiuUA3slVgUOdbLfZ9IKpV2FKVdvefpaug5wQ9ySD/K+D9Nm43wc70TXjTuStuHwAlLDDAOM9zrQEnljt7V7IF6XG9AH52Fpg2mjLdY0TbgoFOSMotZYTcWp8yKGix7/S9IX7jzif9NOc55cAD+4E6l0DCnzIBf6vJ4oqh/kvA6/No74+vYzmHCq1JRc68c05cHiOo71pehRa7yZtLG3I+7F/FMAOkAJjGMYmy4eSaUgvn4+3XrfFGanenDdJAWx/iL4fv0+aGB4fTY4fGx8pmWOwxZAVZHYLT6Ogvw/sc+8rg+L4bAIFWPbEBP035pIXZpADcUbLMvIecXk57xLDlBZOtKEkqQApFkvse4A83fpvKH5/AQVA/Wv0OWc/JVNteRqoYuYdF5RL0c+rxXnmge0IoVkUod5HQ+ayWzYme7uK2oeCC+cYRbj5twd57814x7Lpz0ejCwqd43h7FdNLPgeeJzkOYC6AN5zcXt6KywrB2XQTmYRNEuQOWuBv3XXYt5BuxHsVyH02IJ8+m9salBp6qZ0TTBeofhuhdLwd8/kvCi1tnxvkmUjnTNlkVw8SW0x/n7J+G6eQUeiuV1s6p+UZ2tYSFdOB7z8gc+F/7R3psbxR+1KUkjs1it7n70+3vE1AHrmq26u4/AoBlc45JcDNGRm8zX4Al+C84pK3qdAKfw+kyXDGqLLII+uV+da304f1qXWL0n+ca2bk1WREq1P0a67dUaD3Ntqmtu7XUEg2mStes5DXS0+vf2ibuteLrotKAK40oDkRDONutvSl61svzc65J63FW7Np5FVeCMinidTvT/NcG4NX0XPmVi3goymea8cbvALAwtRCuymTI66FI4rm1soPAKZ8RHZia1xsTIEm0ytSDq7JH9N25sRHU1DNOzVowt34z6VcUQX+9AvUVjuXG9I2lpIeZqko7hm7zTOeQO1nGkhVqyTrxLr+wK7utOz5xZLH3cy3KTafQgCfTCpqKtSTE+y9ifUCdK/Wu1ZyylMBICyTHFyqpNi3ja/a8g9ha5xqRR6in48HgvKA7GAKNGzuVXu7pv37LC0EAKjo4j68PqHYUTFMQE5VCdyxMjmRCxcuxZYKmZRCY+Q8adnsN2jC/c2aEO3+o2VKNaX+MJ54+uFkmhx7pR7EgL9N99tzO21f4Oue9DbGsQpbnTCd1KpRQPTYQZOjLzSCqJRC9aJj7UvdU1pl5RMQDS5RLEQByi/Y+DxEzZv2S/XbLqZ2ckcpDfm4unbtKtauXStiY2OFEEIMHDjQZP3ChQuFOZs2bTKpEx4eLhYvXiwyMjJEWlqamD9/vggJCXFccX2iEmgI08gZXLhwsb9oKSKMcaBWn0Ja5lsgPfSsKS799uYPR4WG8suZb+MJxaWPIPLjq7roNrofsnJXXBoFKX7j6BwFvo5JfKQLCSDdeI15PchuSEgITp48iQULFmD16tUW62zatAkjRowwfM/PN32zuGTJEkRHR6N3797w8/PDwoUL8dNPP+G5555zrDPPAOiKMvqmjmFKAEVRJyBHAgdb2h4AhJLM7O/MoPfLjvLQdmCk7n300qcpyoX5pGejLsBXN0etLDk0KQWgVEvfFQD81FarWyQ8jYIHWzt3rqDxof+vM5OXNwBIBfCrk207fDibN2/G5s2bbdbJz89HYmKixXVNmjTBww8/jPvvvx9Hjx4FAIwaNQobN27Ehx9+iPh4B6J9ttYJwzAlhkZJ718SoqzXCUunHGE7ejqXv61iOjlInW5JYYzWPWa9rgC9E75Z2/F2yjoBBcDgvzyz70JfClVlTz6wYJ0npQJAKwDxAK670LZHnDN69OiBxMREpKWlYceOHfjiiy+QmpoKAIiJiUFaWppBaQHA9u3bodVq0bFjR6xZs6bI/vz9/REQIHlJqFQcXp1hvEVOMHnG6h2SLNFlL3n3NrngfFzJvEBqx5ITkzFCATy5kpyrmJLDTw2s729fXf10C18Aa93QttuNbJs3b8aLL76IXr164ZNPPkH37t2xadMmKJXUVFRUFJKSkky20Wg0SE1NRVSU5Z9wY8aMQWZmpkFiY3WBvjz0S4JhGDuwMflrf2dKB2Ir+LQt/h5ISisztGg7VxpQVIzjbezvD+MZFHaKHjWAwQBmwrV/l9tHXMuXLzd8PnPmDE6dOoVr166hR48e2LHDjqxvFpg4cSKmTp1q+K5SqUh5OZGinGE8hqDJvTnBwJFyNBnXEmmVgAOdnd8+MYrEEr5qirbuV+j8/hnvoABQGUAFF/fj8Xlc169fR3JyMho0aIAdO3YgISEBERGm+Qd8fHxQqVIlJCQkWNxHQUEBCgoKiq7o64keM4zzTPmIEhc+s8zbPSm71LkBrHmcHoICltMNAWRC1PjYnxnaUhZixr0oAfwI1wfHHldc1atXR+XKlQ1OFwcOHEB4eDjatm2LY8eOAQB69uwJpVKJQ4cOObbzpQAcdERkGE8yeFX5TrtS0uzuRk4clibhJlel+IqW4gZa4t0fgFGz3Ns/xhQNgJ6gMcfnLuzHKXf4Bg0aGL7XrVsXrVu3RmpqKlJTUzF27FisWrUKCQkJqF+/PiZPnowrV65gy5YtAIALFy5g06ZN+Pnnn/H666/Dz88Ps2bNwrJlyxzzKAQADwbRZBiHUQB3ZBjFoDjq6iJS6CPC6+m8D2h4Gfj9BcqT5Q1ygoFr9S2v0/haX2eJzf0sK7mBf0tp6hnXEABuArASgMXhfdkt3bt3LzLBWAghFi5cKAIDA8XmzZtFYmKiyM/PF9evXxfz5s0TERERRSYgL1myRGRmZor09HTxyy+/ODcBWai8O7GOC5dyUB5ZT2nZNQqaRJpZASL8LsS3n0Ocb6yb9FuCpcUp6kOhD8TGfp5vb21/as+aZIWYTohmsS7umoCsNxPLCpVKhczMTIQiFFlwYnYjwzB241dAMfb+aw/UvQFkVaCg0nmBgH8BpYQvSY8+H13Mv3UDyOvwkU2eba9Clm1HkKrJwMnWQGAZi+DuCQoBNAB5Fk5VqYDMTISGhiIry7HneJkMsss4x6u67LHzR3q7J0xpouFlyiNVMd10eW4wKa6JY4BlTwMn25RMfzS+5LU4c5RnIkKYU1zwYL9CeD0XWXlD3sGSeLDlVh7cCXTf5e1elG181ECN20CgjDLZNrgCfPg9EJ5Oo63Y6vQDB6CICENWUIqUkmb508CqJ0u+Xcb7yFtxLfF2B8oWzy8Ghv/q7V6UbWrdAi41ojxucuT3F8hTLyOMvsdHA40v2h9BgWHcgawVV+8lAN4B+VgyDlExDfjtBaCrUTZcja+DAVYZh0mKoB8Hx9p6uyfOoVXqAtnqTWO6ILvmmbwZxhI+AGYBeMHF/cj6MRWWAtciNZZjfNX07sKRxHaM62RXAFYM9XYv7KfRRaD+VW/3Qn5cbkDvvRpd9nZPShdKAAMAJAI4DuA+J/cja8W18h0Ar4NjlDlBShUg5oC3e8GUdha8BHTe7+1eyI+3Z1HUju29vd2T0skSAF8DcPZ3s6wV1+M/Ar/vBEXQ8NIESFd5fDXwxlyKbp0VWoINlwNlP/kjoNNB+vzSAuejlJdn3pxjOiqPj/ZeX0ojIxYAr/5E3pXGfP8BexraYiiATi5sL2vFFRUIoCQf9mZ03gcU+LsWULXAn+ai8EXufrJDyIlAH7OOcZxTrb3dg9KJUkPR6x/aDnSyEKmuxdmS75Mc0ALYCSAKgAsxmCHrCcgfzw3FlDe85xO/pwvFQ3titde6wHgJhZbCA2mVsHv06sw2jBcRgFJreVVgHgVTjjTK0KRV0I8kpZb/vdbgCcilgKeXSfNZmPLF2HGUE6rvFvvj9H3xP6DHv+QK763Yfoz9NLwMbHjU8jqFACqbBdz7fDxwog2w8RGPd63cU+4VV0QiRfT+6wnr+X+sEetkkjxG/pxvSn8dMfFeaELenGwWLp20Pwzcf0T6Xi2OJl/b++9qflZKUc/Y5iSAnwE4G6RH3qbCH0Ix5ZUsIBhOj83bHQH+7UH26sMd3dlLhikb+KjJNJYTLP/5WoG5gI+VeZ+fjwfGfFey/Slv6E2Ft2AUc7bcmQonAvgVwH9w+khOtKGAoZledPJgmNJMn63AomFAh8PAjbre7o1rLH0G6LrH8joeLckHeSuuHAAZxdayicYXSK3slt4wTJmh+h2aizT3DQoiW/ku8MkkYNPDwNqB3u6dGQIYPZWitBfHfceByqme7xLjWeStuMIARHq7EwxT9qh8l2JXrnyS0pfERwMD1gF3K3tXcYWnAkFmAYqVWpoL2YAjfJQb5K24PgHwKmQ7+ZhhSiunWwL1rklpQ+rqQqt524t26mjg2T+KLreVL4spe8hbcfkA8Pd2J7xPxTTgh3eBn14F9nXxdm+YsoBQAoVG91ahh++zL78Bmp4vvl6ng4A/KynZ4gNgBugtjyvKR96KiwFAL5WHLge29mHFxXiPoBygyQXnth34N9DumHv7w5Q+lAAGAkgCEOfCflhxMQzjFpqeB47c7+1eMHJgMcpxkN2yTsNLwM8jgXdmUMw4hRb47UVy4f/+Q2/3jvEkIfeAP58CQrLJMeLZPyjaRtNzwI+vA6//CJxv5t42IxLJXdxX7dz2Fe7RX2fnVx/oBIyZSNd4rdtO7oSRBUMAuDJtVtaKy5PZwutcBxpdAnb0pER5gbmU2v5EGyC+mufaDcijdpRaoEoKcK+CaYDYnGDy8rKHqkkUCWB3N8oDxRTP/f/Rg/tgjLRMoaX/SWx14GIT5/fd7CwQkUQT3ot7uvuqKaTU7ZrAlQa0rO1RoPsumofkSB61sHTaV3FUTQa67QZ8vZSY1VdNys9afEBG/mgB/AsKsvuAi/sSchOVSiWEEEI1RyXgoTLqB4i0MIiwNPpe8yZEnj/EU8s91SKVancgcgMgNAqII20hoIVQaEislehYiJxAiOd+N63/yHraT+Pz0nJoPdt/uZe/B0D82810mV8+xM2aEBM/kZbpz7HVc2rh//bDKIjL9SF8CovphRaiYipdf+9Ml/azahCEAEnHA6Zt2JKOByC0kLZlYfGWFACiFiDeB4TQP8dVKuGoDpD1iMuT/P4CTbbMUtH3+Gig5WnP5yNKigBanaIgnvkBtOy3F2mk9dpP1rdpfRJIiAIaXwT+HkjLQ7KlOk/9SSFtHtwJpFXy7DHImTfnFP3FX+hH5804usqX30pu2W/MBXb2NN3GVw1s600BV6d8TMvGfw5Mf6/4FCvDfyXzcI9/aS6VPi5iNbO32X22AjPeKf6YAvM4WjlTtpC34nKzjd+Y9HASPWo/4HIjz7Vnq50TbWybBzW+0jb3MskUNWAdzcH56VUgvSIp3N3d6CFsixq3gUc2AiuGmB5/ecFi4GQFcK2+6aLLDYFjbSlDgP7djjFCARzsBFw12i4pElBlAiN/Jg/QvEDypjPnoe3kndd9F9D2GND4UtE6j68BwtMsr7OX0y2A/RaSIj20Hah/zfn9MkxJ4PAwzdtiMBUKU1OhUg0RfI/+lsmihQjKhvDPo8/B98iMZals6gvx1+OOt9FrG0RmBYhGF7x+tC6XgFyIwBzP7Ns/D6LFKYgMFcSgVfS/sEean4ZQKyGGLIPoud27ZpvZb1ju48onvG9SYimbUgCIJoD4BHDJVCjr6PChCEUWpKjC7Y4AW/pSjqSjZdAtV6EFDsQA+x4gU9WJNsCcN4Hp7xetG5pB/90sB4MH+xUAqizKHKyR93gcy4ZSeKCBa92/78kfUUaBfpuB2W8BPXfYt51SC1RMJxO0UABhzvoDu4HcQDJBm1PhHhBQUHQ5w7iKAJAOihsRUl4TSfbdDNQ5DXz/ASCU9F6hUiowaiaZYv54zts9dC9CASx4CbhVi0x+c94EDlnxKc0Mc66NQn8ngw4L4N0fgDs1gFVP0qKe/1Ckg8kfkwnUFj5q4OPJwH/tge29Ldepew14ZT59Pn4fsPIpy/WqJAPvTQfOtKDv4z+zXC8nmPpmMSqEoCCz0fGWt+25A6hzA3h/GtDmhPXArbu7kun2k0mmyiDUe4m7DQTlkTBMSaEA4K43EA4P07wtelPhnI9U4mpdyUtL7z2VVAXip1c8YyLiUrQE5JI35O4uEFPfk5aP/j+IE61ofXHFPw/ieGuIjyZZXl8pBWLA3xB3qpH8MAoCWojIeGrbWLrsJm/K536HeGKldbPF3XCI+pdpm4gE2l+lFGk/p1oU3UajgIiLoj4kREjeenn+Ut/uVIOIjSaT4JzXyavzUgOIrBDvm2pYWEqNuGAqLJOKq8tuCN8C9z6cuVgvvbaRC3/r46au3j6Fundw9rjga6muNVfxtf0htvUiBeefR/9f/zyIG7VIaRhLvh9dBwW+JNZuHC2kbc40o3ejfz0uLdMoim6TWpGUm38eRNOzpJwEIPbFSH3zz4MIyYK4VYPWJ0TQNrPeLAUPCxaW0iLsDm9KoV/xpinGfZxtTia8G3VM34tpfAFLc1k/nkRTC6yRGUqmPmMT3vT36P1QgT+5lde6Rd+rJpua4BaMIPfxSZ/QNgX+wOcTLLejAG27cDiw5nGKfD7jHWDVYMv1+68HBq2md1rzXwEOdwCGLaJ1yVWprW++okjqCkFm6839KDXI9x+Q2ZRhGNeRt+Iye6+QEwycamX5hTPjXgJzKbKIntMtKZM0bha/7cC/gc4HrK9Pq0gZd42nAKRUoSgiANDwMrWtEFI6C7UPKayNj1C8vOeW0LXgX0A/0S43BHKDLLd3qhVwsTF9vlEHSLUyz+3+I6Tonl5Obu7JVem49bQ6BTzxF9D8nLQsuSpFvpj1NhDCGXYZxm04PEzzthhMhSpTUyG0RsLFo6XFKTKlaeGc2DIhWNtmRw9d67r/cUAuvUsSgEiuTK7cxtfAhoelbdscM11nLHNeh7jYkEyFa/vb1297j83eY2ZhKXdSbk2FjwHYb/S9DIQHqJJMgU4njgF29JKWdzxIy178DbhT0/79KbTAr8PJtOZOQrJpxOOJU17sPnUVCvyBJ1fSqCo4h8x9foUU32/YIuDT72h6xPT3KFjxPaN4jUueo0nWy4fSSKliOsWlbHHGvmOy97jLwCXJMKUOeSsuJ6NY20PtG2SO2vlgyb4vEwoydRqHBep4kOamdd9FD2hjGl2kTLXWUOoCxNa845n+epLTLYC0cAoqqwC9M+q3yXLd0Eyqd6UBEFeN5lcJhRTu6P6jpvUTI+ldWo9/gcB8WtZ9twcPhmEYt+LwMM3bojcVzlapxBUzU6FJ0FMHAsuaB0Q1D7LrcjHui7XPRvWMZVdXGlrrA+Yar5vwaSkY8ntIXvkJotkZy9591uS1uXSOHNmGhYWlZEQLCI3ub7l1h683UiXq1YWATnG1OgFxvjH9hSCFtr0nxKcTilcsS4dCzHxL+h5+F6LhRfeFj2p2hvrW7j+IHjsgzjaFqHUD4pklEEfvkxRkRALNHzrfWJLsIOmffrWu6bqUSt6/GD0lcVF0vI68H4qPdHwbFhaWkpFCQDwIiIlA+X3HlVwTyHoahhcJQbkUHf3pZUDHQ7TsfFPgWr3i93WijWn072pxQOf9ZEoC6P3IsqcBoaT3UINWUxT2pEjL++twiCK266l1i/o2ZAX1s8kFivzd7BzQ/CwwYiGQHULvWpqet5wTSQGg3vXij0XP7RoU4R6g9rrtKX6bO9VpmydXkjltdzdpXXAOnduSytcUneD4NlGJ7u8HwzDuQQC4CuAfAJEARri4L1mJfsRVabaKgqjqzGzmeYcKfSCanLMeiNZWeXMWjXT0cqGRNOk1Zh8t63iARnVB2UVl6nve/3WzuY/Unzdn2bfNtl7knXe+McTCYabHVOcaTTT29nGxsLDIU/T5uIyf4+UuyO6UMaHouTULHQ/RZNeOBykIrd6TS4Dm5Mx9A/jyf461EZhrmq5Cq6R9/TwSaHCF8lulV6QUEL+9WHT7kGwgONfJA3QTBX4ULBcgJwWVhfQb1rYJT6OJ3MaeeEotOUiwpxzDMM5QCKABKHu9IVh6eQuy++BBesBaQwEKftp7m05FgyIZ7LeSM7rpOeCZpbbb7LyfzHnvzKDvjS8CVVMc7XnJ4F/oeN+Mt/HVcBBWhmFKH7JWXPcfBa5VKb5ex8MkALmZX69ruV6ng/aPzKzV0yooI3GFe0CFbMt1GIZhGOeRteJyhi/+B4yZaHmdecp2Z8gJpjQXH08GRk9zfX8MwzCMKUpvd8AVXp0HfPh/9P7JXnw1FG9OL3dqUCr12zUBPzdMaA7Ip0gNfbe4vi+GYRimKLIecS3rA2RZSHp4pT6F/qltJcxRgR8FVa11i0ZIJ9qQK7o78FNTEFaGYRjGM8h6xIUVlhc/vxj44Hvrm8VHA22PAdsfoth0J1tTvDqGYRim9CPrERcGWF48620y2VkjIomCr9obUJVhGIZxH08CeMuF7eWtuGpIH1ufkKJlaI4CcQDiAXQFYJ6GKSgP6LnTuSZPtgISggDo2kJVAG0A7AXgwLwtBYAuAMxTh+UB2APADX4iDMMw3qMNgAjpa1QC0PwU0A307Ovh4u4dnrXsbTHMuBYqQ6SLVYOk2dmddPV8FBBXFRRwtTixlEdJo6CAkMby1DIIHIaAQicDIaCGQAOjZQrD7G7TZQrpGJQKiEsWZpbfAUSA/ljNty1OdG0WJ4Z9Wzq/Du5Pv51D7bpR7GnXEXHoWrTzf+LS9nb8jy2149Ax23kdWToGT/9/3S6lrZ8u/N9cusZL4FiwBibRiJ5cYfa8K6+xCq2xFMDfvYH3fgD6ALAnK8nSZ4A2RrEFFz8PTHgHQC8ARpO6Y0cDuA/AWd2CCqA3hZtA08J1fDgFeHgT0HcroDY6y78/D2SpgLdnA3gENIXciAgAJwB8MAXY+KgdHTfiu0+Ax9YVX2/GKODHJwE8ZNpnLADQSfo6eCXw7Ve29/XSL5SX65dXim/3an1gwFq4zT7rVwBs7w1UTXbP/gDgDQC77Kn4JYBn7Ki3AMD/WVg+C0BP+/ulp9VJYJlRuxofoO9mIO4fAN/Rso8BDLdzf/dCgF7/AFlGcTq/Hw08vNm0ngZ0ud42WvYhgJeMvp9tBjy10s6GvcSCEXTORs73dk90fAlgFX38CTQS8TRvzAF29XDzTjNB13MJZfmWt+JaBMODd/sNINVo1YW7APZRQEd7WJ4FHDH6/k88cOEQiub8igNpwn2293cjDjiSD4j9AIxya53OBHLVgNgH/JlnMpI2IeUSgIp2dl7H5eRiuwUAuH0LwH+g3y7GnAU9oXQkXil+fxlnaT/2tBuXA6roJsUl1MB/BUCYe3YHAEizt+I12HfQN6wsPw8gwN7GJLKumTarFUD+EQDXTZu0p2sAkKcB1IdgYrO+lAKEmtXTgszYxpi3c/OeAw17ibMZgEaJ0tNPo6DQZ1Ey79zTzsO+X/OOkAOTZwcAYBsAox+V148Axr8X/AAMc7I5WccqdCbGFcMwDON9XHmOy9sdnmEYhil3sOJiGIZhZAUrLoZhGEZWsOJiGIZhZAUrLoZhGEZWsOJiGIZhZAUrLoZhGEZWsOJiGIZhZAUrLoZhGEZWsOJiGIZhZIVDiuvTTz/F4cOHkZmZicTERKxevRqNGjUyqRMQEIBZs2YhJSUFWVlZWLlyJSIiTCPy1axZE+vXr0d2djYSExMxefJk+Pj4gGEYhmGKwyHF1b17d8yePRudOnVC79694efnh61btyI4WIrQOW3aNAwYMABPPfUUunfvjmrVquGvv/6SGlQqsWHDBvj7+6Nz584YNmwYhg8fjm+++cZ9R8UwDMOUaZzOi1WlShUhhBBdu3YVAERoaKjIz88XgwcPNtRp3LixEEKIjh07CgCiX79+Qq1Wi4iICEOd1157TaSnpws/Pz/H8nE5kceFhYWFhcX74spz3KV3XGFhYQCA1FRKKNKuXTv4+/tj+/bthjoXL17EzZs3ERMTAwCIiYnB6dOnkZSUZKizZcsWhIWFoXnz5hbb8ff3h0qlMhGGYRimfOK04lIoFJg+fTr27t2Ls2cpq2JUVBTy8/ORkZFhUjcxMRFRUVGGOomJiUXW69dZYsyYMcjMzDRIbGyss91mGIZhZI7Timv27Nlo0aIFnn76aXf2xyITJ05EaGioQapXr+7xNhmGYZjSiVMZkGfOnIn+/fujW7duJqOfhIQEBAQEICwszGTUFRkZiYSEBEOdDh06mOwvMjLSsM4SBQUFKCgocKarDMMwTBnD4RHXzJkzMWjQIPTs2RM3btwwWXf06FEUFBSgV69ehmWNGjVC7dq1ceDAAQDAgQMH0LJlS1StWtVQp3fv3sjIyMC5c+ecPAyGYRimPGG3J8fs2bNFWlqa6Natm4iMjDRIYGCgoc6cOXPEjRs3RI8ePUTbtm3Fvn37xL59+yRvEKVSnDp1SmzevFm0atVK9OnTRyQmJorx48eXiDcKCwsLC4v3xcXnuP2VrTFs2DBDnYCAADFr1ixx9+5dce/ePbFq1SoRGRlpsp9atWqJDRs2iOzsbJGUlCSmTJkifHx8SuqAWVhYWFi8LK48xxW6D7JCpVIhMzMToaGhyMrK8nZ3GIZhGAdx5TnOsQoZhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWcGKi2EYhpEVrLgYhmEYWeGQ4vr0009x+PBhZGZmIjExEatXr0ajRo1M6uzcuRNCCBOZO3euSZ2aNWti/fr1yM7ORmJiIiZPngwfHx/Xj4ZhGIYp8/g6Url79+6YPXs2/vvvP/j6+mLChAnYunUrmjVrhpycHEO9n376CV999ZXhu/E6pVKJDRs2ICEhAZ07d0Z0dDR+++03FBYW4vPPP3fDITEMwzBlHeGsVKlSRQghRNeuXQ3Ldu7cKaZNm2Z1m379+gm1Wi0iIiIMy1577TWRnp4u/Pz87GpXpVIJIYRQqVRO952FhYWFxXviynPcpXdcYWFhAIDU1FST5c899xySk5Nx+vRpTJgwAUFBQYZ1MTExOH36NJKSkgzLtmzZgrCwMDRv3txiO/7+/lCpVCbCMAzDlE8cMhUao1AoMH36dOzduxdnz541LP/jjz9w8+ZNxMXFoVWrVpg0aRIaN26MwYMHAwCioqKQmJhosi/996ioKIttjRkzBl9//bWzXWUYhmHKGE4N8+bMmSOuX78uqlevbrPegw8+KIQQol69egKAmDdvnti8ebNJnaCgICGEEP369bO4D39/f6FSqQxSrVo1NhWysLCwyFhK3FQ4c+ZM9O/fHw8++CBiY2Nt1j106BAAoEGDBgCAhIQEREZGmtTRf09ISLC4j4KCAmRlZZkIwzAMUz5xWHHNnDkTgwYNQs+ePXHjxo1i67dp0wYAEB8fDwA4cOAAWrZsiapVqxrq9O7dGxkZGTh37pyj3WEYhmHKIXYPz2bPni3S0tJEt27dRGRkpEECAwMFAFGvXj3xxRdfiLZt24ratWuLAQMGiCtXroh///1XGuIpleLUqVNi8+bNolWrVqJPnz4iMTFRjB8/vkSGmCwsLCws3hcXn+P2V7bGsGHDBABRo0YN8e+//4qUlBSRm5srLl26JCZNmlSkY7Vq1RIbNmwQ2dnZIikpSUyZMkX4+PiU1AGzsLCwsHhZXHmOK3QfZIVKpUJmZiZCQ0P5fRfDMIwMceU57rQ7fGmA53MxDMPIE1ee37JUXPoDLs6jkWEYhindqFQqh0dcsjQVAkCjRo1w8eJFVK9enc2FFlCpVIiNjeXzYwU+P7bh81M8fI5sY8/5UalUiIuLc3jfshxxAZJ7Pc/rsg2fH9vw+bENn5/i4XNkG1vnx9nzxvm4GIZhGFnBiothGIaRFbJVXPn5+fj666+Rn5/v7a6USvj82IbPj234/BQPnyPbePL8yNY5g2EYhimfyHbExTAMw5RPWHExDMMwsoIVF8MwDCMrWHExDMMwskKWiuvNN9/E9evXkZubi4MHD6J9+/be7pJXGDt2LIQQJnL+/HnD+oCAAMyaNQspKSnIysrCypUrERER4cUee56uXbti7dq1iI2NhRACAwcOLFJn3LhxiIuLQ05ODrZt22ZIcqonPDwcixcvRkZGBtLS0jB//nyEhISU1CF4lOLOz8KFC4tcU5s2bTKpU1bPz6efforDhw8jMzMTiYmJWL16NRo1amRSx557qmbNmli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", 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" ] @@ -256,22 +247,22 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 8, + "execution_count": 76, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -282,8 +273,8 @@ ], "source": [ "ndwi_regions = np.zeros((256, 256, 3))\n", - "ndwi_regions[ndwi > 0.5, 1] = 1\n", - "ndwi_regions[ndwi < 0.5, 0] = 1\n", + "ndwi_regions[(ndwi > -0.25) & (ndwi < 0.25), 2] = 1\n", + "\n", "plt.imshow(ndwi_regions)" ] }, @@ -303,7 +294,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 77, "metadata": {}, "outputs": [], "source": [ @@ -319,20 +310,19 @@ " ndvi_regions[ndvi < 0.5, 0] = 1\n", " \n", " ndwi_regions = np.zeros((256, 256, 3))\n", - " ndwi_regions[ndwi > 0.5, 1] = 1\n", - " ndwi_regions[ndwi < 0.5, 0] = 1\n", + " ndwi_regions[(ndwi > -0.25) & (ndwi < 0.25), 2] = 1\n", " \n", " return ndvi, ndwi, ndvi_regions, ndwi_regions" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 78, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] From cbd45050840e402147621ef8b2a9b5b95a58d16d Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Tue, 30 Jan 2024 20:19:29 +0000 Subject: [PATCH 29/30] fixed veg region --- notebooks/nd_parser.ipynb | 47 +++++++++++++++++++-------------------- 1 file changed, 23 insertions(+), 24 deletions(-) diff --git a/notebooks/nd_parser.ipynb b/notebooks/nd_parser.ipynb index 091cdf5..992d571 100644 --- a/notebooks/nd_parser.ipynb +++ b/notebooks/nd_parser.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 80, "metadata": {}, "outputs": [], "source": [ @@ -25,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 81, "metadata": {}, "outputs": [], "source": [ @@ -36,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 82, "metadata": {}, "outputs": [], "source": [ @@ -67,16 +67,16 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 83, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 72, + "execution_count": 83, "metadata": {}, "output_type": "execute_result" }, @@ -121,16 +121,16 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 84, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 73, + "execution_count": 84, "metadata": {}, "output_type": "execute_result" }, @@ -165,16 +165,16 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 85, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 74, + "execution_count": 85, "metadata": {}, "output_type": "execute_result" }, @@ -207,22 +207,22 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 86, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 75, + "execution_count": 86, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -234,7 +234,7 @@ "source": [ "ndvi_regions = np.zeros((256, 256, 3))\n", "ndvi_regions[ndvi > 0.5, 1] = 1\n", - "ndvi_regions[ndvi < 0.5, 0] = 1\n", + "\n", "plt.imshow(ndvi_regions)" ] }, @@ -247,16 +247,16 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 87, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 76, + "execution_count": 87, "metadata": {}, "output_type": "execute_result" }, @@ -294,7 +294,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 88, "metadata": {}, "outputs": [], "source": [ @@ -307,7 +307,6 @@ " \n", " ndvi_regions = np.zeros((256, 256, 3))\n", " ndvi_regions[ndvi > 0.5, 1] = 1\n", - " ndvi_regions[ndvi < 0.5, 0] = 1\n", " \n", " ndwi_regions = np.zeros((256, 256, 3))\n", " ndwi_regions[(ndwi > -0.25) & (ndwi < 0.25), 2] = 1\n", @@ -317,12 +316,12 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 89, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] From 0c139b481b30dde3fda653b1549908a25c3f04c9 Mon Sep 17 00:00:00 2001 From: Adam Byrne Date: Tue, 30 Jan 2024 20:24:00 +0000 Subject: [PATCH 30/30] better final pic --- notebooks/nd_parser.ipynb | 17 +++++++++++++++-- 1 file changed, 15 insertions(+), 2 deletions(-) diff --git a/notebooks/nd_parser.ipynb b/notebooks/nd_parser.ipynb index 992d571..fe0682f 100644 --- a/notebooks/nd_parser.ipynb +++ b/notebooks/nd_parser.ipynb @@ -316,12 +316,21 @@ }, { "cell_type": "code", - "execution_count": 89, + "execution_count": 92, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -333,9 +342,13 @@ "source": [ "indices = parse_indices(inp, re, regions=True)\n", "\n", + "plt.figure(figsize=(10, 10))\n", "fig, axs = plt.subplots(1, len(indices))\n", + "titles = [\"NDVI\", \"NDWI\", \"NDVI Regions\", \"NDWI Regions\"]\n", + "\n", "for i, img in enumerate(indices):\n", " axs[i].imshow(img)\n", + " axs[i].set_title(titles[i])\n", " axs[i].axis('off')" ] }