.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "tutorials/mvdr_tutorial.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        Click :ref:`here <sphx_glr_download_tutorials_mvdr_tutorial.py>`
        to download the full example code

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_tutorials_mvdr_tutorial.py:


Speech Enhancement with MVDR Beamforming
========================================

**Author**: `Zhaoheng Ni <zni@meta.com>`__

.. GENERATED FROM PYTHON SOURCE LINES 11-31

1. Overview
-----------

This is a tutorial on applying Minimum Variance Distortionless
Response (MVDR) beamforming to estimate enhanced speech with
TorchAudio.

Steps:

-  Generate an ideal ratio mask (IRM) by dividing the clean/noise
   magnitude by the mixture magnitude.
-  Estimate power spectral density (PSD) matrices using :py:func:`torchaudio.transforms.PSD`.
-  Estimate enhanced speech using MVDR modules
   (:py:func:`torchaudio.transforms.SoudenMVDR` and
   :py:func:`torchaudio.transforms.RTFMVDR`).
-  Benchmark the two methods
   (:py:func:`torchaudio.functional.rtf_evd` and
   :py:func:`torchaudio.functional.rtf_power`) for computing the
   relative transfer function (RTF) matrix of the reference microphone.


.. GENERATED FROM PYTHON SOURCE LINES 31-40

.. code-block:: default


    import torch
    import torchaudio
    import torchaudio.functional as F

    print(torch.__version__)
    print(torchaudio.__version__)






.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    1.13.0
    0.13.0




.. GENERATED FROM PYTHON SOURCE LINES 41-44

2. Preparation
--------------


.. GENERATED FROM PYTHON SOURCE LINES 46-54

2.1. Import the packages
~~~~~~~~~~~~~~~~~~~~~~~~

First, we install and import the necessary packages.

``mir_eval``, ``pesq``, and ``pystoi`` packages are required for
evaluating the speech enhancement performance.


.. GENERATED FROM PYTHON SOURCE LINES 54-68

.. code-block:: default


    # When running this example in notebook, install the following packages.
    # !pip3 install mir_eval
    # !pip3 install pesq
    # !pip3 install pystoi

    from pesq import pesq
    from pystoi import stoi
    import mir_eval

    import matplotlib.pyplot as plt
    from IPython.display import Audio
    from torchaudio.utils import download_asset








.. GENERATED FROM PYTHON SOURCE LINES 69-89

2.2. Download audio data
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The multi-channel audio example is selected from
`ConferencingSpeech <https://github.com/ConferencingSpeech/ConferencingSpeech2021>`__
dataset.

The original filename is

   ``SSB07200001\#noise-sound-bible-0038\#7.86_6.16_3.00_3.14_4.84_134.5285_191.7899_0.4735\#15217\#25.16333303751458\#0.2101221178590021.wav``

which was generated with:

-  ``SSB07200001.wav`` from
   `AISHELL-3 <https://www.openslr.org/93/>`__ (Apache License
   v.2.0)
-  ``noise-sound-bible-0038.wav`` from
   `MUSAN <http://www.openslr.org/17/>`__ (Attribution 4.0
   International — CC BY 4.0)


.. GENERATED FROM PYTHON SOURCE LINES 89-95

.. code-block:: default


    SAMPLE_RATE = 16000
    SAMPLE_CLEAN = download_asset("tutorial-assets/mvdr/clean_speech.wav")
    SAMPLE_NOISE = download_asset("tutorial-assets/mvdr/noise.wav")






.. rst-class:: sphx-glr-script-out

 .. code-block:: none


      0%|          | 0.00/0.98M [00:00<?, ?B/s]
    100%|##########| 0.98M/0.98M [00:00<00:00, 43.0MB/s]

      0%|          | 0.00/1.95M [00:00<?, ?B/s]
    100%|##########| 1.95M/1.95M [00:00<00:00, 57.0MB/s]




.. GENERATED FROM PYTHON SOURCE LINES 96-99

2.3. Helper functions
~~~~~~~~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 99-164

.. code-block:: default



    def plot_spectrogram(stft, title="Spectrogram", xlim=None):
        magnitude = stft.abs()
        spectrogram = 20 * torch.log10(magnitude + 1e-8).numpy()
        figure, axis = plt.subplots(1, 1)
        img = axis.imshow(spectrogram, cmap="viridis", vmin=-100, vmax=0, origin="lower", aspect="auto")
        figure.suptitle(title)
        plt.colorbar(img, ax=axis)
        plt.show()


    def plot_mask(mask, title="Mask", xlim=None):
        mask = mask.numpy()
        figure, axis = plt.subplots(1, 1)
        img = axis.imshow(mask, cmap="viridis", origin="lower", aspect="auto")
        figure.suptitle(title)
        plt.colorbar(img, ax=axis)
        plt.show()


    def si_snr(estimate, reference, epsilon=1e-8):
        estimate = estimate - estimate.mean()
        reference = reference - reference.mean()
        reference_pow = reference.pow(2).mean(axis=1, keepdim=True)
        mix_pow = (estimate * reference).mean(axis=1, keepdim=True)
        scale = mix_pow / (reference_pow + epsilon)

        reference = scale * reference
        error = estimate - reference

        reference_pow = reference.pow(2)
        error_pow = error.pow(2)

        reference_pow = reference_pow.mean(axis=1)
        error_pow = error_pow.mean(axis=1)

        si_snr = 10 * torch.log10(reference_pow) - 10 * torch.log10(error_pow)
        return si_snr.item()


    def generate_mixture(waveform_clean, waveform_noise, target_snr):
        power_clean_signal = waveform_clean.pow(2).mean()
        power_noise_signal = waveform_noise.pow(2).mean()
        current_snr = 10 * torch.log10(power_clean_signal / power_noise_signal)
        waveform_noise *= 10 ** (-(target_snr - current_snr) / 20)
        return waveform_clean + waveform_noise


    def evaluate(estimate, reference):
        si_snr_score = si_snr(estimate, reference)
        (
            sdr,
            _,
            _,
            _,
        ) = mir_eval.separation.bss_eval_sources(reference.numpy(), estimate.numpy(), False)
        pesq_mix = pesq(SAMPLE_RATE, estimate[0].numpy(), reference[0].numpy(), "wb")
        stoi_mix = stoi(reference[0].numpy(), estimate[0].numpy(), SAMPLE_RATE, extended=False)
        print(f"SDR score: {sdr[0]}")
        print(f"Si-SNR score: {si_snr_score}")
        print(f"PESQ score: {pesq_mix}")
        print(f"STOI score: {stoi_mix}")









.. GENERATED FROM PYTHON SOURCE LINES 165-168

3. Generate Ideal Ratio Masks (IRMs)
------------------------------------


.. GENERATED FROM PYTHON SOURCE LINES 171-174

3.1. Load audio data
~~~~~~~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 174-183

.. code-block:: default


    waveform_clean, sr = torchaudio.load(SAMPLE_CLEAN)
    waveform_noise, sr2 = torchaudio.load(SAMPLE_NOISE)
    assert sr == sr2 == SAMPLE_RATE
    # The mixture waveform is a combination of clean and noise waveforms with a desired SNR.
    target_snr = 3
    waveform_mix = generate_mixture(waveform_clean, waveform_noise, target_snr)









.. GENERATED FROM PYTHON SOURCE LINES 184-187

Note: To improve computational robustness, it is recommended to represent
the waveforms as double-precision floating point (``torch.float64`` or ``torch.double``) values.


.. GENERATED FROM PYTHON SOURCE LINES 187-193

.. code-block:: default


    waveform_mix = waveform_mix.to(torch.double)
    waveform_clean = waveform_clean.to(torch.double)
    waveform_noise = waveform_noise.to(torch.double)









.. GENERATED FROM PYTHON SOURCE LINES 194-197

3.2. Compute STFT coefficients
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 197-212

.. code-block:: default


    N_FFT = 1024
    N_HOP = 256
    stft = torchaudio.transforms.Spectrogram(
        n_fft=N_FFT,
        hop_length=N_HOP,
        power=None,
    )
    istft = torchaudio.transforms.InverseSpectrogram(n_fft=N_FFT, hop_length=N_HOP)

    stft_mix = stft(waveform_mix)
    stft_clean = stft(waveform_clean)
    stft_noise = stft(waveform_noise)









.. GENERATED FROM PYTHON SOURCE LINES 213-225

3.2.1. Visualize mixture speech
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

We evaluate the quality of the mixture speech or the enhanced speech
using the following three metrics:

-  signal-to-distortion ratio (SDR)
-  scale-invariant signal-to-noise ratio (Si-SNR, or Si-SDR in some papers)
-  Perceptual Evaluation of Speech Quality (PESQ)

We also evaluate the intelligibility of the speech with the Short-Time Objective Intelligibility
(STOI) metric.

.. GENERATED FROM PYTHON SOURCE LINES 225-231

.. code-block:: default


    plot_spectrogram(stft_mix[0], "Spectrogram of Mixture Speech (dB)")
    evaluate(waveform_mix[0:1], waveform_clean[0:1])
    Audio(waveform_mix[0], rate=SAMPLE_RATE)





.. image-sg:: /tutorials/images/sphx_glr_mvdr_tutorial_001.png
   :alt: Spectrogram of Mixture Speech (dB)
   :srcset: /tutorials/images/sphx_glr_mvdr_tutorial_001.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    SDR score: 4.140362181778027
    Si-SNR score: 4.104058905536078
    PESQ score: 2.0084526538848877
    STOI score: 0.7724339398714715


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

                    <audio  controls="controls" >
                        <source src="data:audio/wav;base64,UklGRiT0AQBXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YQD0AQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+//7//v/AAAAAAAAAAAFAAUABQAKAAoACgAQABAAFQAVABUAEAAKAAUAAAD7//v/+//7//v/AAAFAAoACgAQABAAFQAVABUAFQAVABAAEAAFAAUA+/8AAPb/+//2/wAA+/8KAAAACgAAAAoA+/8KAPb/CgDl/woAz/8VAJ7/tACZA5gAfv8F/cj5oPZU9U70KPSV9C721/Vv9fz0Dfd2+Tf/xwhpEhQZ2RtsG6YVjAz2Auf21+lB4TXd2d4i5l3wC/5mC14TShmzG6IZgBZ5E3gPSgrbBD0DUgKj/Vv5ofdu9Lb1dvn6/QEElQeoDJ4QQhDZDYwMSQeJAnL8vPZC8trv9e+w9Ev6vv1GAPsByQAw/ID2FvEj6HfgXN933wfmj/SAB7MbJSlCLvsspB8FDnf9hutA3dvVPdWz3+ntUPqRCVkVkRmoHGId1Bv0Gf4Ywxr4F6kP/wvMB+/8U/SI8O/uXfEU+WkGpRJbGcofpSLvHOcU5AxtAmr3K+5l6bDmv+P85vDvp/jr/2QFewjGBisAJPk777Pg8dZC1DzUGt5H8SMI9R76Kwcw+ipFGWME8PEP357SA86u0ZPgv/H2/ysPjBjZGhsd9Rz/G0sbQRxBHBgW4wn7AQj4nOoc46Phiuau75P+CxDPHXQi3SbMJc4bNxEiBQ33zOnU38LcNd9S42fvGwB3DmAYKxz/Gh0TDAWw9WjkfNFux47FkMrd21P0mA+dKC81NTeqLowapQWq8lHhq9hC1oDbt+t3+9wHQxXZHHMgByNqJNckWSNCIPQbCw9i/b/weeTA13LSB9fw4vby0QWtGi8mvSe9JnkgrxIiBQ75kuxX4C3Y0did3prklPIyBX4SFBrkGtEUpgef80zhrc/yvVi5QMEJzrvllAIhH843VEFZQJUyOhkrAFXri9s31HLTLtuy66f6OQc5Fg0kBi3NNEw5cjn4M1gt8iQGENf2U+Xm1znNKcyq15bprftCEZwn/THhMHMuWyi9GqgM5f9N8m7katqA20zhquRd8kID+gwcEbkOzAYu9+rhyNBhwUqyQLNrwVHSH+xQCwQpxkCkSdlFPzROE6D1uN1Uyh/B4r7VxQHXSuo7/PUP8iPoNUtF906RUU1L8kE5NKMbPP4o5/bUn8cAxc7QxeMj9aEKGCPnMaE1DzczMkomlxn6DZMBxfJk6APq+u5Y8b77LgijDkEPCQvEAdrvCNr3ylW/ybTQuITI/dl37aYHbiHHM0M+dD5+LiAPqe/A13LFLbrrt63Ah9DQ5Y38RxFgJ248QkoYUENM/UFFNXojpwm96wXSO8PyvBTAvtAu6dr+ahYtMGk/HUNvP/413SUzFPYDqvNY41nZYNvf4VPmQvGUAu8OAhbdF9ASfgNs7mbew9AUwYW9EsnR14rlhfdiD3QhhDCkOx4z6BfY+hzkctK+w1q/JsZM0gfmRgAdFcgnM0AZUUtUlU3tQOIz9yIwDCHwUtONwhnAc8fb1zbvqwdNH/k2S0bvR+c/ZDLlH1sLBPqA6RjZL8/f0ZDaruHt6T/5oQjxEb0YpxlnDxb+W+1r3ZvKq7xwvqXKQdJQ3DjzwQh3GwcwrDQoJGsKmvN94jbR0Mhgz3rY5uSs+YcNCx4IMzVGn0wOQ2A1FSvbIOYRp/om4r/Td9Lt22bs8P6OEWol+jggRmZF4DueLGAX3wAF7lDc+MudwSvEvc/N3N3pgvx+EnoiNy0tMCUoBxS4+6TkdMrdsbSoxq65tuK8jM4+6CsATB1bNS82/ibWE54BR/Cp4VveR+K15HLvzwDKD9AfEzPnP1I8XjAwKVUmASE4E74A0PEf6//s/feEBP8M8hjTJ+0y8zQXL2ojXhR+Aonyy+V12YbPrM7X2WTntvVeBP0VRCS+KQ8o6x63CEXsFtNeuoGjD5ewnk6uLbp5x1be7fe6Ekgw7D7eN+Ikcg9A/KbpvNsI2tzZ3dt16Hb5HwtHHz81ZD9MOpYzJDRJM9kqGhvMB6f4BvJf9o0ApQYKDWYboijFLkguHib/G5MP6/849IHqguDz3Cbi9O01+/EFcxKJIPIiyRzAEzEA4OR6yzG2/aHjlFGZOK0JwT/NNd6b9qMP2Sp1QOhCEzI/GL8BJe7G2GDPbNB+0g7dgu8yBb4bTzPqR8VLlkF+PDA5xjEJJKMOCfmn6tHmtO8J+W3/EA8BIOUr0jN0L8ckEBy5DIL9m/Ur72Dr7uyJ8wb/AgaGCX4QzxCwBiX8mO452p7EsrL/pI6aBZrmq4jF1dU24ff0kw74JY056EOCODYcJgHp61PWr8bKxhTOLdjo6fsCzxxlNPZLY1mLUTpFHD1UM0Un8BAo9prk89xB4UHvKvtQCvob+iqoN7I1aycxHjgTuQEJ+bb1OPR+827yL/io/DD8eP+kA9QA//os8dvlftYVxIi3x6yypMCrFcPs2GPk9fAvC14iBzGDPMg2zhtn/Djl+9UzySbGtNMh4ljxpwkdIq03SU56XT5cik4nPcAwLyV+EeL25eIa21DeYesL/gYQXR4QK3w2CTfIJ4UWUAxyAIX18fPu+TD7AvVu8jf0yfFm77Tzhflw+BDxaeg63NvI+rj3sFuohqZCubXVoOaI8FgGBR5LKl0xci4JGyD97+I910bRkMxH12/pWvgfC5IdeC6RQ9hRp1VZTUY7uSxuJHAWFgJR7/7qfvK+/DYNXSAaK0EvODLlL1chmwrz+2T3+vBr7Yn2Gv8I+3n0HPE17Rfpvepv923/t/km8AzljNAHu8auW6UinnymZ8OX3VbteAHzF7wlhymrIhIUbfvZ327V5tZz1sPeIfBYAG8S5h5RKbQ6fEZZS5lJtTq/LDkl5BxCERwDr/8qCdoPSheHJrotgyxLKu4l3x1sCZH4kfeQ9tvw8va6/z3/a/mP9LXytPE49NT/KQlGAy3zAOLizJe1MKa2nzGai6DAuonZG/MMBzIWACLqHzETLAVn8UncYdS62ErfZOnx9g0JLhhRHTcjfS3MNhE+SECGOJIsuySvIXob9A7IDcwY7x0AIWYrJzGuLH4jkRykEwr/rO0U7KLw/PIv+BwCxwgdBiEDiAFi/ZP+eQVPCSwDrvBa2+XGkbC8ol+eipuMpHC73dmu+toPdhrQHyoXPgdU9vbhutRsz5jTEeN47577ihJ0H28h7SUKJ4grNDKMNlA1zymJIOwhdxt+EI8TFRv1HZQhwil/MW4uQyQbHkcSxP3Z8d7tTO+F9SP6BQBTB+cH2AlaCNoAcgDaAlz+tPOd4HDNErzqq6KjhqKioxmwlMUo53AJMBw/JZkh5A2M+gLmNdBOxlfEKc1H4mjw7AJdG8chEyX6Ke4ntSxWN2k/GEEHMf0kpSIZFr4KNw0LEUMVsxxVJ9EwBixvI1cdyAzj+ZX14/Xj+cUCtwdVCdgIOwnfDSYOLgRn/n78BvN+4Y3SJsVHt2qsuaeDqGmsEbVEzfDwCw/GIo0rJiBfB6TwXtqYxPC4KLzIzY3hdPMPDNUeIiQYJxQqqSt+MBU7a0eMQ00wryKGGtMPCAqGC44SxxpDJBsvlDHXKMgdyhLqAsX1U/Y6/BUBCwegCJIEWwCzAaELFxVzETULtQc6+qPkqNEfw7O2J6tmpJ6nOKzEtyLWH/q2FdIlLyaQFp778OGXzfK5YLGivijVRuoiA3cZ3iX2K8UrPCzSMIM4/kTWSpU9CymBFosFeP/x/q4BGw60H8YwVzoKOAwveiAGEQEEO/xc/eABPQT2A0v9+/FV62vtS/vICyERGw+wBbv1v+Nm0G3E570JsmSt6K9XtlnJxOJH/pAVWxpDE+EEh+0C2bTFvbNBtMrFMN8Q/d0TXyM7KzYrRiuZLcEzE0J+S1FGbDbxIWYMeP3I+YP9lQd2FZ8rxz5mQSA6+iv5GncNTwVuBaYH3AUhA1X6jOv/3knZtOEo9D0FMhKqETwBwPLm5L7SOMiXwRK7g7eetpfB2tKj4Mv0iQQ5BJ7/8/YK62DcZckrwMXELdYu830LrhlUJL0lPiShJVYo2DNWRJVK6UU2NnAi5g7W/6j9PQN4DQwf8zGlPzlAUDM0JSUYeA7fDwIT3BEXEOcEpPGJ4YrVrtVS4urvz/04BlL/8fFP52zfEtnU0SPMDcqexdrEwcxc1Lfbb+cb8MHyr/J975DoL9zk0S/O3tDK4oz66QirEggXJBckF3UWTSB6LwA8gkfURRU4rScoFd0JDQiyCLYUFCXtL7g4tDeJLCcgxhNtEPcUoRPREnMPgv0J6VDb3NYm3tHmlPAb+5359vNt8Arq4+c0533hztwT2iHVs9JrzyrNMtIC2aTgwurq7uTt0ujE4A/bQ9mt3bHp2PgDCC0SNRfvGYcYuBrSIx0v2zmmQv9DuzuzKwocZBKBCk8HHBAtHmcnESzXLxIudiPlGpIZNRjSE64NzAN/9RLmNt1x3tzji+rQ8nX4JfjX96b3SfU99G7xjeoy5NncTdZEyyS91LbsuanD1NBH31Dp7uvZ6h/oY+Mi4vHkp+h1824Ckw6hFTUYHxnZG0ghNiqcMqM6dkAHPFkwFCTzFbgIWQQ1CjoW8iB3KXEzwzhANWUxtCyrJO8Zzwzx/x73Ru905mHgv+KG6d/tq/Vn/N77o/rO+mv4HfXk7V7mK9/Z0d7B87ELpsqoQbW5xI/WyuOs6cLqDukS59XjjuJ/5zbwUv9+EGUYqBx+H0we1SDnJHwpizLkOCs5KTWXKJwYRg16BjkJqxM9IJ8vBz9hRtNFq0AsOMMqNRmGCZP9m/bK8JDm39+p4FPk2eq79R/7Vvkq95X1afEU7EDp2OkB4uXTk8SRsGCgBKHuqwS7DssJ2/jmWugI6f3oHOAV3/fmWfH3AugS8R0OJtwk1SEWIekexSDOJ4YwgDj3NuIuISm5ILAY/Bk2IzEvjzw5SM9LgEVcPEsyxB37BVv3HO/66CHlNORe5dPnB+/k/IwHIAgGA9L8XPLn5XDc2dt33aLWYcpquw6qM58ro/2wVL8mz/Hgj+2r8GrxnPCy7PbunflNBXkP9xeSHugfphmQE7wQLhMEG+AnHjXaPKs7tDV0LjYjxhnKHPkq0jmlSVFWfVV/Rf0wRBlj/E/jEtvb3PPdWeKt7if2ZPUm+Mz9Kf7J+f71Z/Qi77nkn+CF5HnhjdWGw/Ks3pm2j+aURKhMv+nYOPJzA+QG2QCt+MTuy+mB8SgA4xFHIyEv3jGGJiUVTgYu/MT+tgrLHH4z6EX9UfdULkubPYUxlyjEJ9gt9TgiQBY6oC26HI8Ete/M4PvTVsyPzyzeSPGtAhESmRzHG3sPqv/A7iXamcnqxSHKfM8g1HnUIc2WwFW0oq1rsH24dsYU2lXtPPwkCE0KIgVOAHr9h/+CBCQHpwwUEzUU1hOeElsSVBbcHOcm0TClNnY49za2NR01gDV2OMc/pkUIRZQ8lyhuDfr0QuXw3k7dbOLJ8Jr73gAyCDALhwXV/fvyreoI50rk2Oak61vp4eOH20zS9cifuwmwRq1xtK7F69hE6CLw8+917rjpc97811ncaezNBikeKC2iNkE2Pyh4EiX8me819MgF/RxJNMRCTkrPS55DWDOkIsEY3h3kKrg3T0L6QNszziJZD3/3NeBN1ZDYHOAa7g0FRBnIIWAc2w0v+ZzdTMYev+jCBcsW14nln/Mc9vvsY9zjxmu0sq7Ks7i/+c1x4T31z/0c+mvy+Okb58jszfVsBjMb/iwVOXk3fSoTHikTGwwNCjMJlg0aGikpwjdEP4JBSkO9QO462zONKPUc3RTKEOUQ9w2XC8QNYQw3Bar7WfVc84nwwe0+8Avuk+aY493kBeJ/21DR8Mp4yiDLU9Hx2LnXptXk1STS7cnWwY7AYcMsxyLS7OMR9p0H+xVJH24icR6TGecUtwuBBgYL7xTjIV8txzDnLvkpjCOlHpEeYiZ7NGFE3lJNWQNSjUHsLFUWkACc8MXtNvg4CAQYoiIGJPEa0Ak79CrcRsffvnTFr9Rq5SnyWvbK8JfksNedy7q+0LUTtybBJ83x1ine19+K2NzPzMszzELSx9+p9NUMJx8jK4ow1iltG4kKZ/t99mr7Mwi+GtEqATc2PqM/cD7nOYEznjKXMjgyDTTyM6UzGi70H/YRtwMY+Aj1i/g/AQoLzhDbE0QOdv7y7cXfJtNpyoHHQMwo1eXbquJ/6QDpieHY2OzONsa6wCTAjsY0zp3UEt9H5xTrw+5G8C/z4/Ux+p8DCQwxFdAfACRMItQb+xOMEdsP3g6XEvMaKSlcOSNGjU+gUEVGQjgTKJwXigwrBpoFkgp7DowRChcxG0MZtA9FArT00OcM4eDklevE7izwXO746Cje7dDtx4zD68WZ0EDeb+o18i/yy+2w4ifRR8RjvrO+Y8kb3OPyYwQ4DwgXLhZHDA4F1QFVA/AGIA7DHH4qFDEHMmstqic/ILkbXyDKKV0yzjuLQDg/tjYBKMEagQtF+xzwnu6791UIsxcEIKscmQ0e+xjtKOET11jT7NVr3b7lOOta7W3n5N0z2pXZ8Nn+3QzjSOgK7AXq2ORP367WedArzzXSENn94fjvVQCODOgV8x66JDAjax3mFyYTSA/jDv8S9BuRJWAs9TEhN0E5nDeMMY4r4iS4H2Ye7x81HRAWJw1eBRoA7fwo/NL6mfdl9aT3fPtO+kH2pPHY6m/jONsL1pTU1NJ+13PiD+0h8+T0yvOx7brjL9kW0BfLV8o40OnZpOJr6tHynfcs+fz62f9bCQgV3h+SKcAsWyhDIKcVkQxfBh0EAggKEbAfbzAQOsA84jgrMOMmgB1jElQISgG9AV8HTgyID0sOyAg9ANr3//KK76LtXvDe9Bn4gPfG8t7pXt+71XHRC9PF2GbjkPE0/ioGxgSn+gztctseyxvELcN+yJjX6end+HEDXQsqEkAVJhWrFhMalBuJHIEc0hyBGuwTVw8fDPsHAAgzDfsUqx4CKIUxYDknOZIvTR9ADlYB4/jl8sbwYPV+AFYM1hPsE7ULzv5v8rjoXOLR32nebeFn6Q/yw/Y49G/uROk65rbmeuqS7ebwpfNm8iPuO+ad2cLOGMi1yBLS6uLM+4QX7CoROJ48FTaiJjISAAAb9tbxwfaCBdETlR1PIZIfBxw7FxwT0hZNHbwiCChHKpQnYR9EENv7Q+f/3KvgAOwq+nsHEhORGTUXZw59ANTroNWiyQXKJtPy3zPtEfpZArcCOAAp+t/unOQw4J/fg+KK5qbrM+4u6uXmo+Wb5rvuU/tWCrYZGCfUMLUzYSz+HeMM5/vg8kvxNvZSAHQLkhh8JhkwETVxNK4rbCBQFe0LdwUnAGr8sfoW+Uf7Sf/K/nH8Tfp6+gr9mv+dAqcDrP0p9ofuNubZ3xDaddgA3GHi3uzn+IIAnwJYAEX4wO2U4QHZYdb91k/cK+h39qkEGBHYGtce7xvkFUwRvw9ZDnkLZAkCCoEKbAsnDLsK1ghGCZ0PyRvjJx8wIjLqLlsnOxytDD77UezC45/jjOli8tz8nQSCCcEL2wnDBHL7XfDz6YDnM+fb6qHwbvXE9/rzkfEX8PTq5Ols7ZTwuvRy9WvzYfDm5/nfkd103tHlsfLoAqYVJSOEJ3smsyCeGKsPxgV//0j9J/+NBeMLCRJBFwEZNRsFHkIeAx4mHWUbXhrcFmwPRgX++sPzl+2j5gXl+uhF8T78OQbIDUIQMAr7APf28usx4wHf+eJa7JP0PvtyACoBSfzM9wj0hPAS7Zrrguz07LHr7Owy8LjwdvES9Wf7YwRSDNESfRfGGV4aihloFYgNVAMH+zj38PaR+6cFMxLWG7gjkSmQKfkipxhgDfICdvoD9dv0rvd4+D747fZM9Sv1NPWc9377B//vAdoDYgIs/vP4pPMO8Dzuo+307u7xYfbA/QUFFwq3C4IHjv/08/7lj92S3Rbj+uyY+WIHmhFZFjgX5xJ2CuMDugFyAz0HzglZCxQLPghuBG0B7AFZBL4HEQ7fF48f2CEaH/YXmA0kAbP19+zQ5xnmN+hF7XD1u//YCQARDRKCC68Buvfa7Knn3ujX7QH0pfrz/2YADfw89xL0l/Iv9AH6RgFuBu8G0ANAALv6/PMq7+nujfIL+c4BJAxyE3gVIBZ/FI8OnwaK/eP28/Oy9dv8LQhXE6gbcR/WHqQawRIOCYkBIv7//Kb/OAS5BQEDs/ww9A3sFOeO6SbzOQCpC6ETzBR2D9MGWv3I9PPr7uN+4mHmWuw49a3+ywV4CS4IPgRH/QXziOxf7ALx0/jsAYgJWg9sDzELkwXq/P/1bvTm+MoBzAr/D9cRTA9DCKL/2/g09nD3zP4bDH8ZIyIhJAkgSBaHCAb6zu6h59zltOjx8F76mQISCVgO7BDbDwAKzADr+OL0hPZF/G0CcQVgBM3/bvlf8ZLqhedt6Y3wfftTBdkJIAl4BnYB+fqp9FjxAPIn9g3+VQlyEJISbxE6DnAJEQE89q3t0Ono61zzh/3YBz0PCROYFYYVTxHvCdcCe//P/bD9qgBUA24EtwJm/TD3UfHW7pHzUv1hCdIVthwcHYUXdg1MAWj1qOpJ5Rrle+hX8b/9yAgjD0gPoAv0BMH5APGZ7S7vm/ZFAOYJbhDkD2YKdALL+FzvF+re7PT2bgQkEOsVvRNPC47/OfPm6MniieX+8FcDIBcBJJYnKCJSFbgBGu6Q4YHfV+eR9YsF1RGSF4YYJxX5C4D/APX08I/yrvkyAxALlw6kDZMJuP8U8lvmIuRp6Tnyqf/eDe4WdBqLF7QNXgAQ8mDpSuhn7Fb1rAJaDokUDRRwDqQEjfhj7mPqTOv377j54QaeEeYUShG1CmcCovvr+Bb4fPr7AMUIIw+jEPQNQQiS/8P2K+8I6w3tovaQA9QP0RfHGekXrw/cBA363e836qDryvEj+nYA1AVBC4YLdAZ7/wT5jPUV9/76lgGzCK8OZhEeEDkJxv9a97Pusept7Or0jgDrCsoSiRY2E3oKhQEI+drv++mF6vLxSf8ZDgYbiR9FG6QQcgQq+MDue+rY7KT0Vv9YCJcLPAxUBxb/lvWg7jPsVvA7+VwF3Q/bEtcP8AbX+qrs6+Ec3ZbhAuxK+wILQRf8HkweHRYnCgj9Z/LK7XXuZPUg/2oI2A1iDuEKGgRh/D/1bfPP9cn6PwMhDTsTOxMoDo0G7fzO9e3zJfXi+q4CQQtCE2UXexRADBf/mPL15zHgkd8G5irxm/1DCAwPng8OCfD/7PWj7DrmhOaw7IT1Nf5aBPQGjASp/9r5i/Rx8v336gA7DGUWmBx6Ha4XrAws/uPyneqS6tPxnf3DDDkbvSSwJw0jABeUCdb6de8D7RPz7/30CxkYvh6CH70XUQv6AKj34PP69Kb4sQGRCVAMUwnRAE70Suht4BbeQeTS73P+FA32FLoSnAoT+87q19xm1EXVy9+h72sFJhcoIGcfqReFDP79U/Xd8Z/13P6SB24QHBQ8FE8PXgSc+qrztPUl/d8JzBjVI2kqRiaoG5gNGP5V8unqKu2f+AYGmRW5Hz4jSx5mEc4Ar+6n4k/fYeTF8Hn9GgjDDYsMsAWD+bDsRON54WrlDe7t983+KgIz/3T4IO5c5IPfzeHg69P2KgVVE2gdZB/dGGcORQDW8Q7oFeKW51z1TwUmE9UYgBvWFpIO0QQg/Vn5gftyAzsMOhW4Gogb3RSUCqP/KPgg9J73Lv/cCs0UFxkWFzUOSAKF9cLpEOO55DLrgvjMBPYNJxJGEG4HE/sG70nkzNwu2yriiewJ+lAA8AagB7MD7P0B9BLwMO809Tn/iQiEDAEOYQnsAWv32+0l68XrefGG/dMLDxh6IBcfZxpHEGYFq/mB8/ry4/tlBqgP3hisGYkZmhM3C2IBA/qU85jzofmQBHUPOxTAErkOBgUP+THw7+ej6dXvGPukBxQPVA/lB2v7Ju7e5UrfaOAt6AP0lwJPD54TZBFbCg/9Y/OO6Sjje+iN7yr7VAduDjkTUBHsCNL+ovjt8vbzP/rhAa0QABusH2wddxPfBvL7ZPSp8S/3dgGxDrca5yFwH5Qaow0z/5H33fBv9Gz8XgX+D38SxRC1CTgAt/bX8APty+uU8nX6wgJoCFkGyQIh/sH2v/F37lztOe1b84P5NAGkB+sDgwFn/4v53vYk8zbwDfZX/yMFGg02DVoIgQc8AC38XPnA+WD8PQIeC6gRNhZpEVoMUwi3AgEDlALrAtwGmAzsEB8SrBB6DJIGWgFk+3T36PM98xf5ufutAjYH6AbXAxb9uvrP9RPy9u9m8Jz1YfuH/U39bPmF89vwuewf6yTuk/LD+Mj/YQQyCFcH1QEV/Jb35PPV8pHzuPnIAGYHiAkUCzkL2QbEA5T8Efvv+ZT+EwUCDBYT/BfBGlEWFRJSCyUCtftD/Q0BMAa6CQ4LEgv/A+X8+/YT8aLyO/n+/28KchDQE0YS1QiB/QP0oenf44/kLuip8Vv8+ASMCPsHkQPk/oH5Z/aP85/2hfq3/mQErASaBOz9ZfgW9qnz7vRr+vAA6QpIEY8Ttg/XCH0Bh/u+9kD2B/tEBSYPIBgqH2AcXxjTC+IASPoH9LryKfUX9yv+IAWcCRYLBAiQBEIAmf8D/QUAdgHRA4AHOAdcAzr95/TW7JropOa36jby5/3mB4MRUxOiEBEHg/r876/oz+h77T71DwAgDBAR6hLhC8MEVvgO8wrycvK++YX+KwnXDDUNVAlGBPP9Bv6iAG8E2Ao0D7sTHhePEpkIQP247iLnFuUK7F710gFGDU0Y+B+pHoUWtgko+kLsTOjE6jX0Kv0sAsEAIQA9+cDze/Mp8xX5VP1HAoUHvAocCWMMqgcw/hnu+t4m37fo7PlXDKQayRuvF8gKyv5J8w7rqu6I80365fwPAYAJLwyYE5MXFhMjDSP+EvVP9NL1uP+tC44RExHABvP2uuxm56Lsi/7QEHMdxiAzGO0QgwXq92bzgO9c72LxlO0v8hb59fzIB04LDw1ACXj6b/dx8Qvz5f3mA10ONwxyBer/pPTE7h/0CfulAvQK5gdOBcwDdP7RA68GVwIdAxX7cPi8+8X9RgsnFOwZNxtYDtwHGfmQ7szyVfiNAjwH+gRGBKgBXQBxCE8OPhHuENEGZP++9t30p/5eBIMKgQWi9sPqUt5z3DfwxALgEqsXwQ6vBUn79vVz+wQAM/vy+fztsO0a8z3+DRITFRATHgNA8PTq6eo39mkEOw2FE0ULpf8I+8b3f/UI/xwG6g0IEkEIuAjMCY8EYgdRBXf7n/U86WfrEfjaA6YVPSB5I30YjAW195rum+vU9Sf9YQOj/0L0LfYW8gPz+/hx/A3+S/+w+yoEgAmSCEkNgwb6AW3zMuMK4JTlZ/JXBHMS+RcZFAgH9Pwl+rn2DP3q/qr+pf40+CT/+AP0Bm0QyRJAEqIJ7vhx96r64/+ODGASew6DBUP0zOzo6xnxhQJ/E/AeIB17E6EJRwBs+an7WPv3+5jzsefD6YbuTvfmB/4R2hWiEY4BRvyq91vx1/kGAm0I8AWX9yP0RfHn7q/5oQHqCcALKQCXAiQD5v93CCIO4QzfAvHuC+kd6wDxygeVG3Mj7x3OBsv90/NW7lb7hfwzBaP+2/Po9N73Tv6uEDcbnBz6E7H7NPSc8k/2NQIsDr0OnQR9783jNOBn4AjwZgQ3GOYcVREIDXMIlQI8BHABj/6F9Drjb+Pm6c/yOgpZF94eZBbe+jnvx+0C7/0AWA2pEh0P9flF8vjzR/RXAWgKOA3dCPv/N/uXAPwFTA6jFuUMyPso4XLZo92D7lsLxR4TKsIlrxDcA335lPBh90j4UPkM9CXqxOsT9fz8MAzvFQkSuAlp+RrzYPkLAiERUx1NF58H2PLy5UjkbuZR9dwFRA8PE90KZQqTDDUJ/Ax8Czv/k/Nd5GLoQ/gzBOoWOCO9IfYRpP8f8mjuP+6G+j0HIwzNBhf6ivkG+rb8XQS8DaYNnAUr++H6dwOZBfgOIxKaCUz8wOVN3Arey+NG/eITtR08HpoOrgYxAcr4SP6IApABQ/zv8MbxxfbT+zoJdRXrFBkKq/UF7ersJ/KMB+IXdB77F6YBZPJ67wfru/cRBtMKWw0kAiUAZgkjB98Kvg8CByD53eRo3rfoE/MqCCAefyTMH/QIUfac6/fisuk798wDZgi6ArD/n//e+8L+4AL7Ahb91/Fi80b7ZAMDFaYiDx5bDUDvE9iz0mnSd+3cC3IdZSXKF04MDQLN9kf1S/hQ+eP5vfW/9of/PAlUFYocrhNMADfmZ9sf5h3ycg/8KAYubSLCBEzriOGR2jvo0v1PCjUQ+wa7BasKEgtZDPcPTQSX8Z3e4NdE6aT5HRQzJWshQRGo9hDnC+Sq6O764BGsFzoV3wXc/Db6MfH983v5V/gu9snu2/R7CSATRyUeLJkgewwQ6nnaN94y5gv8FhWLH0kbBQ7rAAT/nfoC/ukIRAiEARv1J/V//gwDTgyBFyMToAWc7xTkseuL9JsJ+htHHxcU+/qj6efnsOQx7/0EWghABO/7cPqMBbYH2w4kGMMQTP1U46fWdtsY6JQAehloIkka9AYH+Xr0gvI3+TwJ9hAJDHQC0fr+/iMAqgdvE5MOhgIs8BvnQvCr/e8VrSrbKlIbG/tu5VTdiNny6sYGVxotIY4YYAzNBFH4GPdH/o77J/Na5mrjz/GM+xQP+SHiH+gR8/LJ3i7bwd2y9b8SsSI4II8Js/Qd6sjfdOMb9r4AcwfgADz9dwYNBoESOh8xGrYKuewF2MDXUuGR/oAhmDB8L+YVDvoo70/gP+pGAe4KHA+ABKf8DQGQ+30E3xCYDtcC5ure43roLPRvDFckrypXHcP89OHX1qPUKeUA/yMSPhdCC2D+zQJ2+jL91gLx+m/2heal4gL1ywV2FYEgTxtUDb/0FeNr4XTl3fJ0CpwcHyR7G+MKGP6D8PHuEvUL/W4BTQH6B80Tng/oEDoV2Q9zBYHtQd2a2vrpugK9Gl8oTSHsEDUAr/IL5EDf3O6LAsQRvhJ/Bw4D+AGUBg8EMfs17EHdF+Ms85YBLxC/H8AighcL++DgmtTs2HXtJgUYFwsaMg+QClYL8gFB+U33ivjN+Wn0LfLf/WYJ3ReIIPwXigaC7z/mluzz9JkCMhfDIvAfIxHa+RTq3eJ66J32BQLNA5D9DAU6D1gQ8gqYCGoHxfzm7q3iH+gq+o8KEhaLFmUJXvbG687sQe5N7532///TC04OOAdtAdv7p/2Q+hvyae6I8KX6nwkwDegIuwtlCoMKXAAy7mzm0+RT88kHVhMMG+sZWhCeBGj0UO3y9Dz/SAlMCAMD1v8IA0IO/xOxEHEAOfPa8Df03PefADsU+x+FI84We/+w72Tkaefp9NYBCgv3DXEPcwxeAAz7Pf4V/7f9aPGk58rmjvEJBoET6hO8CF76ZvBO6Tbgj+LB9NQKTBqnGHAIX/v58Yjz2vg2/cT9Zfx4ArcJSw32EMIYYRcgD5n9OOea4JzrUwDhFVYk8idfHgUQPggv/Kv2I/8NBccKYg57BQkEAQjeC70LZQPW+/rxL+y28Vr2mv72EyIbexdrBw3nhtWY1VXe8epp9hH+VgFN/xr9bfad8RP0xvPn8obsPuMf5374ygzPFusSvgk4/R/0YvMH8kT68gpzFoceLRvpBRf4Lvn3/ocF8QY8C6wNuxNkHQ4dxxtgF3kNHwm+ABzyseph84oJpBMJFeYS0AmBBcv/C/U38+v4FPx1/n3/bvUj7dzvZ/QR93byyOt86KXpOfGZ8Sb2DP+gAAX++vDg46jaHt7i7TT5oAJuCXIGmgvGEK8EYf1m/uoAUgWFAZ71u/bn/9cL6hP/FCoXHBGaDgwTIg6VB8ALQxCNFfkQKP+h9ED1cwA8A6AFGgoKCBINmhN9C2kEJgeQA5MFmf2O7prpeuiP9jABEwfmC68B1fmg+37zkO/u87z46QFjAAb1M/GW9D78lgCMAKkF2vuw9Hz75PyMA3gODBF/EyUH7e3W4nHqev7uDmkYjx3nF4wQVhA6CBYAUv9z+hz69fT87PvycQFbEuIbihS9DRD///IT9yf36PxqB6QOYxEACbH18OoP7nb2kPve/YgGywjUCzgS9gxgA1L90fLg7obuLugu6gL5cg6vGSEffxt1COj7Jfpx9mP3b/9nA2EMBg1TAZD8Kv2UAoED9QFpBlYCLQSADeUOihE4Ei8K0gAD8qze+9jm4lr68wpgFVEYJA0tAxMCovkl8+X0UPDi8GfxbO6S8hgC0hBzEVYHFvzv7HTpWPRs+hYCkAoHCasGogKL8ZPo+epc+VEGwQoDETgLTw73FQYU9ghG/M7w4u6D8wj1d/wzCS4bhyPVJtwi/BWICYwEQP/q9yX5NvtfB3cOvwYr/SD4g/rb+mb6VgMDBPMKRxUEEl4LvwOE9sju/ekl27fYM+FL8mkGkBNnGq0Ukwja/cbsKdvT2MXfT+5C/bv8zPY+/LIFMgelBawEEvgH8br54Pz7AVwN4xFmEnoMQ/VY5LnkP/TIBgEVLyFqIX4ieyVjGgoKzvwE8tjzzfs4+oP8mwfpFh8cQxf/EdsEpftw/zf7FvfZ/Lf/Bgo/EMYCDfLF513uZfQ3+EwBTQJXBRUPvAkl/A70U+kM6ZvqVeQr4GDmnfYrBkQN3BC7CdUABwXQAWz2L/Zk+ioBQAu/BtP8aPwIA5IHjwr/CwIHpwiiE5QXyxPUEM8Nhw3QChT7w+tf71D+yAeeDeUSLBAeDZUOSArz/y74HfJu83H9Ofx09Sn6CgWqB8gCo/wH8r3uY/eJ+Fb0yfUZ9+T7JgPy/YrzjvC69en4Wfsi/4sAbAZyEQkSzwTE+QHzXPLQ9gv1QfIU+yQN+xYXGfYXBBFKDvEQCg/gBSr9LfouBG8Tzg4V/0L5ZfwGAmkDvATQAGwEQA/gDqMIsf9H+ND2Pvji7jvhKN8Y7Hj/pgySE9gLtv8o/kX7c/cy9aPwXvS4+xX4GfTm9Wv+IgnTCk8LfwB79sT9BwY0D/UYehjUEU4KRPpG7L3qcPGZABYPRBp9GuIRKhPLDcIE0QXwAfn+EwFg+sb1GvuRAn0NgROKEUkKufs29oDxLuxg99z+BQa3C27/hPAa6V3phfHH+eQCWgXP/tIBb/7q9KrzA/Fv8o/3K++T5kDqxvFNBMcTTx1lHY8QVQykBQf9ZgH4At0HLw+3BvEBgQEjAgoKsw2HEccO0gXrCmYOOAoHD7YM5Qq8CwP5J+d+3x3ebO5jAvoRqBjVDEoHkP/+8pj3JfrM+Xr6uuqS3dveQeo5AkAVWhh7BlDn4eJq6obxgQVcCNwCuP3h7Nzkw+jS7ED7jQcdDRwIC/3EBqcUnRXYFfERhAoPBVf3Su6L8sn8bRA4JWQyWSySFwUSyROUDGgKMAQC/6QE+/4J+9L9If89BcoITgey+gHqlu/T/WwDMAobCeADzgDu8gfkBN3O2m/lUPhcCC0JsPo6+9j9efmR9z7skeKi4jjbmN2S6pT1xQjNFtkcOhBz+nX3Kfui+///WgW+CjkVyw+fBTEBpfmg/usK8hH6DHICCg1VG/UdjCBrHG0YgBIU/0vuaOnu7dwE8RthKuAjsw7jC3wLQgOQ/jj7ZPwrBFP/HPij9ebxHfjfAsQFnvti5xHn6/F29Mz7Tv5mAx8Kbf4P67jdY9A51ZvrP/3TAZr5gPs4BOkB9ADG/5388P6j82LoOu5s9kgKQiFFJ/UdugTL92/3zfOV+/YFcQ/iGcEUfgcEAdb4+/luAyEGfv6G83v6hAuAFMYdMCLvIBQb/wGS6BvfNOCu9ZoVAi5NL04ZmgmDACL1Hu8H7+X1v/4l907uRvFU9gQBgAmyB3j2Vd7n3Bns7fujEF4fzSMPHbcDi+SO0BfI89Oo7b8CfAg2A2UKJBIODmQJUAihBZIDuPjw63bvNvWCBfwaLR6NDgTztuMb5pLrAPh7CJ8WAiFrF3UBxfTJ5xfnZPWP++r67PXn/9AR7hmrIC8kCCBtF40D6etM5/7o7fzUHKEroCfNFP4KPgjC/X334Pmu/XwGxgTl+8f6K/XX+BILcxG4BaLz1+96+SYA0QgtEqUWDhc1Bcnq9Nu30bzZjPIAAQIDS/tJ/M8Asf30/sMCdQTsAAHu+dmW2EDc+O5vDc8aDRR9AObv1OfL3qrj4PYpCMYTgA6g/Wn2WfHU+CwSKBoFD9P+YPtxB+EPRx44MOQ2ZTB3GaT4EeZF3zjtPhPlKrgukyYOGxsThwFv88Xyx/WY/GT8DvbS+Cv6rAMPGgIfRhJZ+xPra+SJ3Yvmhv7ZEm4cTQ3g8DLdWMkSyWPfhPDF+Bv3D/du/+X8wPwMAQoBCvwZ55LQd86v09nrHhIoJPcghQpg9OLmU9l43CHx+QhfGskWTAbjATkCMAsfHWoexBJBAFj69gdDFu8ofjsEQOA02BXY8TvicOEX9AgZ8S7wLcAdqg15Bcj6Ivay+c3/3AKp+W/vA/aZAigTHCYpI5ANJ+2c12nVlNop67oDChSRF/8HQO443q/SP9HS4xLx2/LK79DtxPjv/Cj+5gGq/ADxMdygyl7RF+CP9e0WtSa2HvIINO+l4tvZk98b+fcQliAUHCAQKxM7E3kSOB/yIA4UiwM5/AULMBvDKOw60T7lMH0UZ/XC68Lq6ficF1ctUS9gIHsPwQa6+0j0kPuBA7MHXgJU95n8CgWYDKAbLhtnAunh7cuOzaPYFOwfBhoTrxLI+87d5c47xLHJm+Jy8xv34+5n6EbsCOyU7WT1WPdt9QDlDNJ62DHiTPVlFEQg2BZr/AzkFN9o3vbtlAyTIosw1SlYGXUY0xJ1E2EjFCpDJroWIAuCEEsVqB+LL4MymS68E9nxhuub7AT8SR/WMkYxmRkx/X31Pu/U9FMEjw+OFVYKHvb68FPuQPIaBeAIV/2G44jLycx+1vrpKQWUD2UK5PEG1KjH9MCfxWrgxvWi+inu6t/t4EPhIunJ+Ab/lvr16c7beehC+8kMIiF0IqwUnvof5Y/qsfb/CEsjfjOvOJQuGx7IGikZSxf2HNAZ7xLRD/gQTB06IY0hTyXxJM8cAwW28DXwAvfvBNwZSilqKrIb2QaO+lnyuu9X9jH/tQXP/ErwAfJu9CP2APjl81nnd9YXy87P9+Dr9PEFzAurAHviQ8hiw/HKWdfD6PL2Fvqh9bTvR/C/8xX3H/5gBG4CZfOU6JjzvwWeE5EfJCKHF10COfCK8FH8QBEGLYRAwT+lJREG3PyPALkH7RU4ISIjKhzaEhkTohZnGPAbbRpCErv+1uuO77r+5A8DIYkkJhqqBL3wQ+hX6Fbxmv9lCmUI9fWC4m7iWO3x9f33+u/w5N3ckNkF4mHyPf+2BV0B1++X23/Sltn55wvyOfdE+BL4TvwzAP//gf0X+nf7ff8SAIP+h/ku/KMCAgZ+DRwSJhPnEDkHYwA9ADwIRhwVKksnfxdyBaADSAq3DmUXOBoIFrgTsA5ECzwKbAvDErgWEBL5AofxOu/19HQAIw5dEwcSngkc+h/x9e0P8Fj80AQTAwT46+wp703yV/Wl+2D7DfYX7OLjZOSq67z2QAWPDS8HEfLO3MTaZuPF7zn9ygbMDKsMIQKO9kvz5vGF+bsA2fxS9VbxkvocDGYaSyA1GjoO/QFr9DXuE/d8BWIXQyNqHZUMw/lM83L2Sv8wDx8XBRr9GiwTFw2UDRIKfQsKCWP8uusu30fm6f1AFg0n+ShqHSALxPFZ4x7pnPfJCMgRYgww/sfwke6t8v/4Gf0E+b7yye417LbytAPMEcAV/wyi9/Hgq9Yg3cDufAIoC1oIlgMC/sn0OeyV6XbsIfLO80nt4Okd8P//pQ4AG1ceSBFNASP3l+9L8bb8bgpCGogeHxGq/gjyIPbyAqIQAB0DHcUXDhUTDiEKjgrCCTQNJQd19zPsOPC+BjIbrCgAMY8o9RicBmryt+xj8hX52gTCCuwGIPvj7i3z2flH/Fv9CPd99LP3o/QN+ckCAAZWBIz1OeTx0+TNNdtr7a0A+A9AET8O/AZF83Ll8OBy31XmLO4/82Pz7PW7BiAVkhoSFyoJ4gFMAEv5+f7nD7EbRySsIcEUmAF37/zvyfnyBsgU4xiXIBcmQRqfEm8SVQ1WCtEETf0B93P1kAS+F4El8SehFVQEfPid5mzhcO05+ogFggiIAgD3z+rs6dfs4vT0+1j3Ifev+gP1tfbcAZkGCwTK9jHk6NJ5zgTdofEjB+QQ3QZC/fb1MOms5UXuCvf9/SL/Dvz/9bD0jwIDE+sgoCIrE4MHggUnAHMExBJaG4Af+xl+DCv6euwX8PH8aRAbHzQcEBeDEoICovuaBBgKXQ4rD+IIDPyX8w/7fwrPG7IhKhOlAs30e+L134vuCv2xCXcKQv7J6y3hYud+84ACiwplAsn8Lfxm9Fv2vP5//GT2ruuY3BPRHdGL4jf5zA6HFywKT/3D91juT+7E+GT+rwURC00Hpf/c/X8GZQ8WF+oWSQlaBLILQQ/+F8EidR4QFvYJFPvV783pE/IlAS0ULCHPGksXgxpYFfoPLg6xBKMBvwFn/6D8yPp8AaUH6wuSCx38rPLb8k3trfGn/vIAMQOzA9H8BfET4gPeguG87t783fmA+zsCOPtR9J30Ne/P7G/r6eaG3zreEOyh/RwQ7xl8DFYA+fyY8V3wY/1NBm0QKhfeFIQNwwjoDQATZhnPG5IN4gdEDkUN6RAOF4IS7QvZBsj+X/XA8lr8GAqlG+0n0B43FuETxwdU/8X+Rvhj9YL2evTV7p3sjfbfAdUMihAOAB7zDvJ37WDuzPZx96P1OvZM8DHh8tTW1cPg/PJGABT8NfvYASwARf2c/9X8jvXu8MPokN0K26vmkvtyFFQgRRUKC90KuQd2BsYOaRYdG0cfyReACXMBZAEoCCIWIBuvDdsDqgbBDK8TkB7RIM0bmRWIAynu2uPc6gL9JxXlHxYUFAd3Ajz+q/sq/0T8l/QV8vnvku0S7V7y0Pr4BDoGnPVF5sjin9/R4JrskfLU9zP/b/2V82HkaN3g4JTs5Pp2/Xb+sQTtAkj/TAED/rH5pfoT9xHzXfFG99sHlhq3LQkvmChYIakOpADmAFkDVw09HuAj8CHLFQkIZAWoCF0Pbg5zCrcKmwTrAfAJ1g3ODycS+waz98roROFE7GL5KAnDDBMGfAb5/aj2bvbD7rPouOzQ6prp6+bK6Zf1Iv2QAxD8c+zK6H/i7+P17xTyUvaj/koBEP+M9ADs8u5U867+KgHW/28LsQ2RD7EVpA5DCV8H3gKc/sT4Jf31CxobLCp+KQsfJB3hEL0GRQh3AlYEMQ9gFAwVTQ2rBcUDdQALAZn5FPD29Uz3XPsrB94FzQmGEGIO+QJn6lnV5tBW2x/6gRN+Gs8aDgXa7+LsnuWc5h7yYfnR+OTuM+wN9k4CMRDuCRnzSeWH1t7YjvEuAVgObh8JJtAbswCh6NHitOcg+O4D9wa4DVcMCA1fGVwY9QyiCYkG+P7o8VTuIv+5Fcor7SxtG2cKY/EM5jnz7vpTALMP/hnsGOYIwfcu81Ty5/e78z3qoOvN64H1vgzkGIQabxuZFMwCwuZy1+TgGPOZCkoVVhFjDQ//D/ZQ+jr34PJM+SACMwM1+NbxUPnaA6sOfQrV+ifzWOYe5B72svxJA7oSBhtvF+EB8evP6QjvgPpfACr+nwMjAXYEThIAELgIDAmNB80BKPKh5z/x5P5nEK4Y2xB5CtP6YfCs9gvwUemN9PYC0A4vDH4CSAaMB/0JnAkn/nL3qe/v8OsDtgyYEJcebyUuHCgDFurw5yHwC/8IEU4aGyKVGg4Nnwul/HDq/+t38fTzIO1d6Cn4cglZFtAYtwku/OPpvdv14dzlq+0tBRgWfxjwB4PyQepZ5VLmHe689P39Ov+IAWkNxgjQ/owAlgI1/XblJtBg16vtdAtUI7knoiMTEZX9bPe17H7o+PjvDEEXNhQxDdwQeRSaE1ERVwnAAlr9jAEWFIsctRzlJz8t3CKkBjDq8eSP7RP99A6rF8oaKxN0BzgE/vT45GDmcOvf6W/iE90+62T9VwnXDXUCv/Gv3XXSednC3TflpP5uEywWaAV26yjeK9xa3nnnvO349bD9bwbiE5MSIAjxCxMMyP6+7kvhI+yvAgQZ8iu6LxknFBT0Avb/nvdM81wIkiDJLv4tBiLGHjEZ4hCTDEED9P/s/RoCgRFbE1kTCyMyKoYgcgWE5P/VG9XF4T/4pwUODRoFb/Zd7iLY3sey0k/k2e7e7b3mo+s887b0JfjF8qjoodwz1SHcY+Hn678JMyJfJSgUpfbI6IXlO+Yl9IYBmA5rFhEYnh2NFe0HxwzDErcQhw0ABmUQeBzYIjosjigwIcIVmAXSALn3lPWlC98hRS/pLC0d0xMYCQ/+H/5C+9D5Ovi+9rz98/j27yj4+v8p/Kvty9W00BfUKNtG8DH61fy+8i/dPdN+xNy+5dSc8d0D3wWs+t740vo+/SkHwwXeALf0dOdW7H/1nf8GHcExJDCpHan+rPQ79pD+0hbiKOsypy2dGwsWwQ44C2oWzx20Gq4PSgO4Cb4WlSBlK7ko2BogA8/mxt163/XpGgnXH58iTRSu+p/tNuhV4B7lGOcB5XLfa9cU3qviR+Kq7Y70e+1a3VDHvsjP2sftaQl7GR8WgQMS6gvjTd963r/0dgsQFyAZXw2sDNMWNBn+IKQirRf0BpT6YwNUEaIdpzK9Ow4xOBrd/AX0Gf89BzkZuit6MDAo6xRXDEABx/Lx+I0AkQBt+UDqaevf93T9Cgb7CI3/xOfPy0/F/cnq0+nuIwYqB0j3j9jbyY3NA9IW4lnweffS9TXpRO3R7ufqmPwGCfIKhwa48/zzs//qCSofYysILIsdlwaXBD4EGQFiFjcp4TK7MCAcKhJXENMMuBkyJ6oo/R42CvEIfAjyA4kUVh8tHFoP2PDq5PjlZehK/JgPCROwBIPoMNsa0XDGv9YA6ELvleof1S/SxNn03+zvzPcE+fDtsdeh1EfXUdu3+NAOGhMaCq3vVOdA7vP1JgtXHMUhpxlYB/MJcRN+FH0iVyg1Id8XUATjBkIa6iknPXdDpDolJiMNgAlBCrMGxw3ME8oTuRIjCYADzAQOAc8GXg1lCNj2OuWP5jTwMfH68wnzOuck2svJrcUFzQHWtejX+zABkPLF3z3d/d0V26fdPd+13Y3hpeTl78gA4QqxFsMftxngAsjtu+4l/SsPbCQMLyMmzxXgAU35rAGwDmojxjpRQfExSyDtHMwiriM7IvoYGQeb+13z2fcgC9UZ0iaLMUIofQdb5nPcxuLS7l/6rP0G97vtlN921gPaX94a59bzTfRm59bbSt2E62vzKfak9ITk9tUsy6rKtd9l9HQIeh8zJIEQJfih7FT0eP74B1QKmAGpAbMEkQzLHYwjZCL8IaAVyQQf/R4GbxwzKUcqyiMlFAANLwd8/9ACUwPPCuUZDB89HGwSNgio/uLxKepD5LTfWenk7BPvXfpeAvQQExlJDSTzWNeazMPPZNeb58X0Vvly/x76TvE+7gTos+4O/3gLXgsHB28JJQ/2EUAPNQVY9WrwrOrf64r8PQwkI1833zffJEcLpPnj8S/w9Pdr/3MCPwulCzAJtwyZCcMIMAskBkT4vel26PXybf6ZCIsKqAK/+9zrMd7M4hLu1wPTGeQcrhN6AZbzCO355lbqkezi63n1z/nu/dsOIRzGJ1grLxw9BlXxR+5d+kAJTxelHCUaaRUZBiv2RPfxAJQS0yKeJUUb+AtRBM0EUgaUBnf+T/Bk55XepNvo6CT7rA2ZGWIRS/c+3MHOfs661qvideey55LpnOXi4xftxvp2BUULQAWR83fpnuzd/cgRMRvXEh8D/frd9KvzLABOFgItbTrHN3QnIRneFQMaqRwyHUcX9Q64D7UODQ1uF5QiwizRL6Mh2Al/95n10wAGDbcSZgsj+rbzPuyC4nTgmuHm7Gf7xvnq55bV19Ke2YTZsNSMyU29Cb/fwRPLruKq8Sz/+gkZBbfwrtkN1X7iUvSWAvcH2AfDDYYJ/gU4D5MW7CHMLWkyxS//KcMvgjw9RA1DcjOGHjYYzxAMEA4hay3oO+NEXj4cLDkUDQmSBxsFxQLY+W71hvxf9kzrguw57uLzYvUg6znYSMODwIDK69Qw3DPSSMTvwLiyyajQsvHBetl+7s/0+u0/3pHZpOLv6/Dzie+p6Sv0RffG+8gQ3SFQNS1AsDr6K1Qa5hdjJm45w0pNSaI+Xjp4K9Mi3iuANLNAYkiIQzo1wSV7IlIq7TDqLsgakQKH90foc+Kw8M380AY3BlX19NmFv6q2ZrpCxKvN1cWPulG8LreGtJzA+cr90vrUZczjvbq2B7+p0eLos/rI+uHy8fKG6I7iqvLwBbcixztpQiM5CyU3HpokVDNQQtk8uDB/K2slJCgYO3FQu19lYeJTOjhEHU4T4Rn4LBo79zXZI+YW5QN59eH75P8HARYA3/My4jHT286w16zg8+C2zV+zmaYBnued9rHYw+PTy90H19XJzrqJuPrD4NJ73czcjdqq5KDuxPW/CEETdhjLHbYXQRJCEQ0ZaSuePSBLpUSJMxMzZS7NKhUzMDUbPyZOIE8ESG05TDI4Mr0vDiwaHIAJSQcmBF8Dsg4eDuUNRQ8eA7rvL9VVxfDGa8/E3ILbwdEd1GDMPsD2wCO+7cDIydvLc8mOwj/FntRK5ijztelg2CDXBdZ22QTtBf72EZMijiTpHqYReQ+qGGsjqC3DJ8QfsisvNRI4qEGtQaxCg0NOOu0rLBxIGh4lJTEbO6AwxBzLGNENT/05+B/wP/Cj9hX5MfNm5WXgcONW6fTo2NaOwiDBVMIgwuDOAtj23+noHuiY2zfJz8BXyPvZyesg7vnrjfQe+tX3lv1kA7AFjwmcC5cJfgXiDU0fzjeVSDs9eyWpF0QP/QixE5wlqTQBQ2NGJjs/KAMauRL4Froaew4xAcwBWQXMBxgPBRGpCfUA7O/v2K/Klc8Q5NUAKw9WAJflG9FPxKu31LkjwiDIWtSf3pnjoeXK68X24wGBAm3vatyl3b/rl/pTDogd2CA9JcEigRabCTgCuQXyF98rZzHVLxUzrDESKCYe9xJ9CGQK5RFLGM8bcxz0IFEotCtfILcI+PJ64nHVftxk6+310AkmE+sMQ/y25X7YxtQY3qHnAuLA3xzY8ss91Lvb3OAo6djkTN8/2R/Ws+JC9QQNJRxhGMwR5wJl9Tr7jQDNBZITtxw6I8EmayTHJ10oPyjEJboVIQ7DCg8GHhPZHGQfkChuKUMlzBplCLT+g/fM+SkAj/o/AGYCdvzlAXr6I+xa6GTkleIJ4J/bYeJJ6zD1G/c55jTcvc26vbfFpc241Nfo0fl7B6YHl/3x+8T50vv8+i3yp/xZCTYS+yjmLx4rEStzJnsgCRYsCNgFdwo2GeIrky8KMuYmwQ7VBQ78SvbsBMkVpyK3Hf4OKAjxBLcJXQqf+u/sxtmHyUXZW+1F/CUSmhh0DJHv4M4gwBm+6s323qLijOg65S3esOgd6QrjQ+Ph5LTq6Odk5wD5PBBZKQw2ySscG6MD2PD690cKORewKas5OD0QNPkdBBNSEJsTfBeJDtsKawb9BeQaQChUIwEf3RSJBKnvmdg+2Wfncf3TElATvgyF+/vl4OS74jfZc96N5J3pNOc23bDi9+mm7zzte9jdyozCuMJ/3Xz1J/+VDxQcdxpMCfDwOuxl80sDBRk7IIUoxyoVJectESnsFksS4RM9FmgT+wuIE94jJDEIN1wqQhnNBNfyCfk1/xL+6QvrGXkdMRLW9xfoWuBW3wDlluDu4nbmxubT+VL+NO4s5tPdgtWpy7G81sAT0Izjl/ib/C/83fI241LnKOi44pT0YwrcG0Yjgxa5EKMQORSPHwwecht+F7IQbSCcK5wnfTLIOXU2KiZuB6X7qv6nCe0eqCgfLc0lPBaoFwsOZvha8tf0B/uo9/3k796+5Q3tN/Ov7ZXlM9hexDnIHtOn0xThhfF1+Bbvm9FUwR7C4MyF3Ubpg/R3+s74hwBbBzMBlgVmDdoRGBD0AAQCHRRZJvo5STyjNtwtPRydGUkZTRIwHywzATx8OGsiqBSHFHwVbBoeFhMRXA2uB3QPyxSvCssJzAoq//nsac25u9TAk84R5bLx9/Oa7qbfxNbAyxu7HcACzp3XN9v+06fXAuSy62X1yPNb6APgm9zV7Jj/zQhlG50v5DS3KqoTpwaBB+wKSxuEKco03D2fOw89UjeAIqse9SX+I5odMg/iD5Qehib5M7c1FCdpE3r7tfJD6g7c7enJAXsJxgPG6rjWx87oxiHLgdHK1QPZRtRk2K7YXMxP0sHgi+E72gDGyL0TyKvUSu+fA40KOQf3+y73w/Kp6ib7hRc3J88wRSkbJZQqYCcnK+YwVjDwL88sWi/wMCkmHi1FOtk5hTMNH4YQFg84CzcRbBjkGuEd2hHxBTf3jN6338Lpdul76BjZjM+y0oXPAtXW3UHiet/d0LPHfsIvuZ7Ht+Fs7GbuC9xnzcLN1s5A303wZ/l9/4D6K/0WAm8ACROvK0s0BjGNHR8QYxVLHlwyCkWaS69H0jSLKhonGyDsKSg9jUH1OK4iIRB5Dc4LeRZdIDsagAp88sro0ulb6Wn3WwbpACDwk9W7wLe8dL5izB7d7OE53R/PXMoBzB3H2c+14J3gPNrXzovJG9UZ4NXx9v/u/HP2NuxY8B38DgQzHSI6rETgQtQv3BxcHQ4c4SI3MYw2NTYIMJcxezYEL7U0C0BPOUsrsRGfAP0FOQ1qGd8lKR4vDGnx/eDI3hjakum7AQsHrQCV6BTQBcsYxvzG4c/Lz2HKc76Yv0PQXNag407z0u1B4bzKT7kEw4/RvOkqA8wN4Q/VBUYCsAQtBA4VTy8HOVY7Hy+eJLIsJi6AMSM60DeoLQIetBn5HqYfrTCARF5EFDzgHu8Agfam7SP3kAm7EQ0VCQsFBMYATvJo8a75dPQC7HzSWLwBvYq9Ws7d3xngm9hcwXC10rn/t4LMfOtR95f+vOzM1KfQdMuw2cryJQJJDCgKFRECJAkr+T1ZURZNRkKDJB8IcwWmCJYgVz5LSDhEvCqsGHQUKwwmGJotRjTfMucehguNDDEJDQhvDoEHl/iV5T/jdvdkADMPEB6tE/7+bNZWsTGm3KIzrCi/Wst40DjPTM891BzOpM052TndNOEm3DPZFugP9p8BxhHtGN4R/ga2BuEUNxxjKS5EvFTKWehJXS4MHXYRxg2IFKgd1x6eHn4mbjF+LEcn6CngJHodJAq29eP2ywG5DzAepCH5EpD8BvPl847uo+5v+dH5vvQL48jJdr8bukC5HrlXtv2s66MerLHDsdXJ4czxc/Yg9Cbndtd+3V/rb/6UEsEeFB6rGBUfdipyLfYu3jg1O3c5qTHkIoogRCTAJwAswyetFkQFUQLxDzMbZyEjMSM3OzElIbcKWAZrBz8FOwgACjECJ/mA+j8GIgiN/zz9rfBj4ePSYMDNvRO/Mr7qvNC2pLCvrRqyPr2Avx/C4tYF6nz/DwxBBaoCd//Z/gIGEgtMEfQYaiN3Lc8qiy1xPu5FqULOMq4Yiw7RD1cYAyOQJIAezRRIEuMVxw+KDBkYJyOkLfEweiTwGYgRcAzOCQ8J4gMC+aj0nvNz7lPxvf/HASf75eZfyC23Qa+Dsa65icDXv4y6r7kmvn+/58SQ2AnnZvMT++T2JvwdB38TFCDvJIcgOxgwFZUWbBhEIBg2KEMmRso64h6VDiILQAyZESUWvRcXGOAZ5Bw9Gs8ZIySuJIUkdh8XDbcFpQqhFG0azBd1DhcD4/p98vfn3eP67nr2jvbG6znU5sbswYPCwcLOvym7YrNJtL+9kMZW1Wrr9PYb/G74+Okn6Tj3+gozG+ckwSZTIjokfybxIOMfbSWJJ/YoLCI8FO0R8RnhImQkAx9AFFsK8AcuDCsSvxpKKMItejAhLY4YiwasAwkLwAugBuL+2vpF/7EDm/+C+TL5HPCo5ZHYZcIPt5y6A8su2CzYXc+2xFbEgslKyvDPGd5j5yP0gP2O+G/1ovcOAekJdAooCJcHsRIKJcApbSpuM7g1MTmfLrIRcACn/joIFhOQHMwhah4JH8wkFB7KGRAf7RrjHgYdBQ3KB8ULfhfqGQ0P6QPM9bXxYfbw8hT2BQJLA2MD1vhu3gXMB8B8viG/wrsAv5nAXMqo3fDlAu3U9XD2lPg+73fbM9o35Ar1jQMRC5kSUBBACakIZwb2CUgYfyFdLRYvDR81GGQbFiVmKJQgXRSsBQgA6QndFUQhiC/+MNIvUSXpCdr7q/qEA6ALAQ3ZDxsLGQjyCb0FOgEyAXr60fW26/vX4tLc2WHnQuwU5GTY9cZ+vrTHos6K1Ybj5e6Z/pQDq/cI8/b0rPkQ+F3x8O+n6/bw7gApCBYQohjLFPwU4Q5E/mz8HQW7Fy4nxi+KNLkqESLrHscUJQwVDsMNxxIJFIEH4AedE4IjWigiHdgJqu7h4TDu5v5ADw4gkiLiGzYKJO1q3HDayuBN4Z/eHOAF3O3d9+nH66TlPN+b1DTUvdm423rqQwQMHGwiihpoC9zyfuRZ6BDq6uuW9pf9IgqBEbUI1wVDBQ0Jcgf+AuIFaQmeFWYoLy9iK50nhhoKEygPpv6i+jEB0A+8HA0gkSAxFYkLFghL+hrtr+wW8TkBaxEFD/QMzAktBx//H+1c3jfOisnL1wjgpuNS8LH3PQKZBVzxBeTe4krs8/iqAr8NOwzwBywNUgdE+zT16eyN79fzKOko6c30GQalEfgNAQkk/sH3fv8wAPkBXhAhHsYvAjuXLPwf2Bg6FicQXQBs+Qvx8POeBGYIcgfdCewGqgr0DPn6Jetf5nLvyfxFAVkGfAKs/ZX81vAM48nePt0x53H1Zvf0+hIFeBHFFUcMXwHL8Grnb+6j87P25AAMC48YMiDEDav1m+ZM4cfh0OJE65fyMf7MEIUYrxO7DgYJkAoNDYgCDgDtDe8h2C2nKm8iXBKuA9X7wfBL5DzhYub/9SsK/gu3BNkD7AW2/xvyzurN5Rjr7/vgB+0Kpg1MC30I9QTR88XifeEJ7mT61gLyCnkOChV8GhoXEQaD86fnDuts+sL/TAKYDOwULhHqA8n1zeZf4hHpjvKL++wCWwq7EoQdrBo2DqAHSAEK+sL2ovit/HoKYxv3IRwYaAE06nvZktfr2yTjK/KkAOAFtwlIDbgLUAmgBAD+XvKQ56jowPLlBJIWIBugGBEMUfbr5sTiGuU99oUMeh1MJ6EkuRgSCGT8ufQc8m34BgEbAbQGhQ7YDmEU2RZrDz8FFfLG4evdg+SN9U4FMxToG98RagUl+FfnGuSU7eb4VQYTCrIJvQel/yv4muyc5cfk099s5WDxQvhjBkcVZRueGXwLWPlx7OTjBOXE7Sn+tRDAEhwQnQaf9l7ys/iPALAIVQ1gEecalh5BHywc3xgAF3AI2PqR8y3uo/pTEFAexCUCHfcIkfcQ6EzkLOby7Uz87PvV+Gz1v+ug8f4AswUHBC32pOci6bnwaAXqGIcgZhrP/P7kEdzT1fvgpPNn/4YGSwAY99j2hvTv+L78UvnZ9ajpx+oX+Dr9TwZ3FZQd/Rx6DxABiv/ZAb0OdB5wLZM29ycRGYkTwAPt+40A8wMzBo/9afWH+swBggmaCtMFzf706WPdPt8T3lbo6ACRE9AYRwk99brtC+l57nL6xQVvDowKHQlFCs8BM/3e/5/8IPN73m3Q+9hl52P4kAYiCYICTO804MPd6tm/4qn+gRZPIScachL8FQ4YPB2dHWYa4RhhEh0TGRu7GTMdCSmCKE4YvvgO3XrXEN2I7SIAYQ1ED0cBo/dJ8j/kA+DA7aX5qgHDAKH8kANZCUIQDxMUEHAGS/RT7+HzqvE3+k8Skx6BGFH8uNuSy9TGDNJg5+v5rwIk+pvwBu9D56rr7f7PCawMof4+8Sv5nAeFHigynzXtK50SwATFB9wFdxD/JmYwwy1YF436vu9X7qT2AQCR/fT0iOM63dvnIupY8w4HbgwzB2v0neQm6xP2UQi7HfYlzyHeCfP2VPcH81D50wgYDQcImfEO3P/ccOP17U/6Dvjc78rePtWo3lLjDPWOE4Yc9xmBBiPx0PMq+CUITRldG6wYMQ3RB28Q6A29FFwprygTHhIGWfFJ+WQEthErHXoWtwaM77fiGum+6NbyHAxiE6ARSQGZ7cLykfrIA6UJ3f9j9TPpDemz+cf9NAbXF58TXgMY7LPYE9wj5KXy7gFc/qb1xefo3+LkROMo6Qn+fQJ8A0z+GPuiDv8aJyK8Is0QAv246vrnA/r3A8USXCs4KzwdJwQn7lHyEPjCAmwRpxSoFQIMJgX4CNQAhgAhEiQT4Aw5/+/1RQbiEOkbISJ0E2UAYej92jjiU+Si8QgOjxXiD6D3AN3C3Ozef+bm86z1hPHP6RzouPLC8rT5awz2CSAB7O/U4u/xX/66CocZNBY5DIT6evA39F7vj/U/DbUUuBIoCHD7hgWEBh8DMQIY99nx6Ou58C8CIQojGT80SzgGLfISUPmf/GEEeQ+/HlMgAhqJCnP9Jf3n8sD0OweiCrIFSPZC6Dz0j/6OAQoFSvlc6CfTP8rb1ujiN/ovHTMoBCLSDJXyzvJ48tX3XwU9AUv8DO8/5g7zPfe9/A0KigIT84vgPNJU5eD4pAnOGrEUhAby68HVU9uT4ur2QxyfK5UvUCj+Fpgdwx6zGmUZNQmZ/crxFO7SAKQKYxWMJtYesA1N9M3bbOPR7cv7lRL+FUYRgwS+9GnyIukC6Lz+SwoJEnkPyAOkDkETFxHVFVgLtvof5cPXM+QC7XL88xgPH1YSXfkJ2LPPltL63CH2hv+a/oXyjOQB6mTpB+8vBL8IcQbP/733mgmvGSMhMiyaKJobagMq7rfvLe4s9dYQyRnzFzwKqPF97wzwLfL9/psDYQMI+8LuU/g9/B0DqxoKIA8dNA/09j74sv5aBJcZxyCPG58LqfjX8wnpKuleAF0QGha1DUn4TfXg8u3wW/8aAzr7Hunj1jzc1t5k5SsD3BPVGOMN6fQW8dTw7/asDnQcph3zDyb/6/9g+NDzEglKE2sU1Qn685P08PZE+lUM9hExCqfzpNwj3BHcied5CaEgcCg1HuIEu/7x+ev1LgVuDlIP7AHC8lz0sPJj9KoG+w8+DyYBdeyL8Tv99wizGvQewhQj/yLnGeNI4fjjofp+CHEO3gpg/Gr6pPk09xsAhwU+B40ARveK+2v9xwH7ElIcEBp6ETcEpAOeAm//5AgTEi4UTgsr/C708Ozv6Ojzyv4NCdQMCgnQDLsIHv0f/QoCCALb+EbrNuU44jrrygAjDdYM8f/b7znvh+9J7gz5dgjKD98GrPka9WrzUffRBNgMlgpC/szwQPXF/f7/wwRJB7ECoPOh403iVen39acKYRlYIKkcShLTEacQAwxcDmYURhVlDS0Bbv1m/nECDRIaGTMXeA0f/on9IgGk/4wHmREDFCoL9Pot8K/oZud78lv7wf1x+jD0YPwOAyj8ZPov96rwYeg037Dgg+fG7xr+iQNVBZEDavwu/Zj2Q+di483oz/SqACP/evqR8nXrf/Id+WQBUgnWCpURgxSvFNUdXCVjIysXcgCx82Px7vhvD9AdXyCNIGEeIx3ZFJIE3v7n/5MDZgW3AHgCtQIzAlYNcBNOFC4PegOL/VD3oPPc/pULOA8IB7vy9+MH20XZl+QF7FHx9/gV+97/Wf188bLxoPKI7n/lQNW2zM7MhdSa62YA1AlhCxYD4/4Q+XTxw/rKCi0YGR6jFKQMxwzpDrUWYRexE8oQ6AfnB8kKHgswFCUb9RreFVYChvIt7Yru//4/DqgZNiLSHTgaFRVgC6YMJg2wCpwHkvmc8VnzbfiXA9UHNggbAk7wtuUI4dzeeO7G/PUBggGw8svloN8W3anfx9wN3u3kB+hj7tfwau8P+GP/8v3a+3rweegI7Yz44gtjGdwhlCaAIQMc1xDuA2sD0wTZBogN1w32CuALzQ7HEFIMlQZGAsT95wFmBkMMWB2HKt0sXyXZEPb7p/D97vzza/iCASkMBxHzEt0HFfn09PLvsOrD6r3psexY9c78cwRyBWgB8/Rd5kziOdno0f3e+/OvBgAN7gDA8UvlDt2X2f7bXehO9R78dAj4DlkQlRbTF3IXxxBW/972f/gQA9cP4haaIQcjkRg+EbcAw/TT+rMFahZsIXYdExfHEN4Mbgq7AB39hfZd6/bwaPeK/zAPYxpqILAZwgP/8QbpWujN7br1UgihEUEM6gea/wT2G/Zo9b/1SvAz4RDbFOBA7jj60Pr2+t/wJd+42IXZC+NK9ioEwxC0F0oLQgBp/Z8BMQYLAp0DdQTOAbYKShBNFLghCCSMH34U8fzh7rft9PecBucMeBX2FX4K2Qb8AGX5b/og97v4vfwo9136xARNEo8aKBMUEAsIkfkf+Hf3jvvICRcR7hVZFdMDd/FL45fddttJ19nl3fFF8xH9+P3v/EUBC/0Q97DvReGE2tjim/nrEAIagiApFjMAWvjR8uHzMADBCNkTRh09F20OWAoZCkAFjvgj9bDwbu0v+swDEQ4qG9Ybrxc8EKb8MOpH5LLrM/gvATISIBrfFC4XahL1Bej+jPb19rb/fAAZAPkD4giACTgAq/kY7iPdftq62jze5u6y/SANaRouEUAAg/Pm7KPqiejB9fQDzQn2E2sStAmCCKoA9Pny+ufzWe5o8PH6qgskFFMcQxj0BSL8aO5H4MLlGPMaCagh1iOcG6YSBgztB7j9WfuP+Jzx5fqcBYUL0Rg6G8MWyhJ9/gPq6uAF5jb2rQKzEw0aMA+nCaX6hOf84fXbCd+/7ffzxPcO/vEH9w/TB58BHfXT5KDo8u5D9RYHiBRiHQEk6BYsALLr6eJo5Zro+vfjBPUHxxGZECIHnAPD+kX0wfbN80/0k/zjDhUfRyAaICwVjgTq/p77dfVq+QcF6hHkINAeCw9S/9r1UvC45zPrq/JG+r8OuxhkFyMVmwlXANb6SOn12OjWpeXx9r//SQoPDbEFTgX6/33wyuZP4vLoNv7xC/4K1QsAEWsPYgIw98HsZeXW8Jn7bAL5Cn4NQBD8FD4M4/fe6UznHevf7Vv5mgVJDnccWyILGnUMb/5S92L59Pne9pz87ArMFDQVYBLoCUj/Gv25+PDx6fA58+X9pBGdF0gNtAR8A8v+zvLT7QbrY+2j/OIH3geyAm7++vyNAYz9x+zc47PsXvz4CSETehDPB6oE2vx38WDuTe1O9S8Huw9lCY4AcACvBXQHqgQl+H/nzehP9E3/dg37FG8VaxSZB8n1++1k8IT9sAgIEekQyQUCBR8DC/0GAXb9+Pd5/BX62Pjq/kQImhHSE0MSYQYo8ZnqMeyb6p/5sQd4DikZzxHwAUb2cu7u8lP5hP8vB2cDJwf6DJcFeAa1BHP+NgIE+xTwgO+m9AMF2xMcGNUTtP8d9ADvbeb97zH68QL6FKkVwgqBAmP37Pcv/GL/UQBK9BL1ZAABARUIIgmJA9wFmvxW8Sruvuz197gCAww+Eu8DrPwl+0/y4Pb2++v9Bgm+BT/7bfj/9Nf8GgiCD2gPnvyH9Af3wvNZApER/xc6H9QQmPiQ6yPnNvSYBWIO3g3u91zu3faE+/8H9QtGB/sF8/Ui6SHuPPSrBqIV6xiHFm/8X/Gr+a75GAHoAvn/ogblAQ/4VfXq86/+owlkEPUO9fdG8RL+awMkDLYL8AObBdL7F+zu6OvobPOXA9sOYw9Y+mrxZvwx//4A5/2O9Rn3RfSk6+ztVuyC9T4E9QzDEHEAovzOB3gLFBSyE8YJdghW+ejlFeEA3y3t2QBqEbkesROREqsivBvRElYMtwBmAU/9vvSu+OT7QwrxGmMdzBP994XpI+/H8ncAlQplEP4c1BQkASfy4d8L3ijo8fIg/EL0K/pnEH0U/BEBCCz2+O4q4JDR9NA30tvgMv0WE5UbPRDPCOgLygTpAm4CtAQPFK8TKQVw/fbxq+2f9Cb9IPzh6x/s6/yxBRwT1CG3JkkqPRv0/Gnpgd7z58gEQxuDIXEU0ghgCu0DQ/t2+TD95QPJ/Erwv/GQ9nUDaxheIXkUc/Cv2m/gVeWg8IgDFBFgHk8U3fSp3n3NCMws4KX1/wHE/5ICQBZJJFQsFSy0IjcZNQBo4ZnViday6HgJeB3KIPsOU/mb9hXz2fUtATkLdRlnGYEKGwGh+b/7Rwf1CMsAm+0j4xTvA/w3CkIathxZGmwKzukt2FLWDeMNAa8YvB6nEY0AFgGV/hH6Fvmy+UUCpf0O8cbw4u+v8Af/kAHM7x/YGM3Q2pztUwdoJlI3ekKMOrIcCgEw6ongqOyB9kz43PQE9nMHxhCpE5UX7xV4F6ASrgaBAm8CHQWUFI0epxRZ+RPfV9a50TDZr+w6BO0bGSBYFEQNzQE7+4cHxgplA0P0M+Y26YPtv/Aa/ioLWhFrB9TyheUd4Fvl6PgtBuD/fOp12bnZlNpd4LP2CA9hKeYyaSFgFhALlAJmECEWfgQ96crVntfq4sn1gw+dJt83EjZjIZoSuwZ1BQ4Wph7yG7EPuf/N+Qf1nOzW7hD2IgLiCLICZANtB3oKOhxlKtwmnw667dbfP9OQzDbbR/IrC1gRGgF+96zwee2X/RkJwQLy7jvX5M7nzNHQg+IZ9JcE/war+ycA7gK3CgMi8CmnIPMFgOAn0e3NAtJp6TIKoSjdMo8qbyNlIC4h7S6IMfIghAIC4+fdKODB6WX7qwiZD90GUvQt9asBdBR5OZpRnU1KM7YNmvRW5UzcZt2o4MXi4dxr1XzfJfRvCWEgOSmzHtYEIuIr0zzMecbd0c/e6+dh6gDlre2uAG8QGypPO5YynBqQ/sbuMuJw2A3f4ua07WvyzvDX/xgXOylRSAZao017MpEMXPB04kzdV+T/7rb2BvUj6VjsjPoCDWAuk0RUSGk7IB9IEZcIaPo89x/0AOcr0ta7WLubzDPo2hJTNGw73yvHEh8C4fOB4+3ZPM4mx4jE/ryjxk/fG/tMJQZHME00PUYa///Z8JLsB/PS9oH5fvDR3rLhdvBYAnImgUFaSpNB9ifPG3QMmfoz9pzvsOd62s3E28Ne0t3opxV8Ox1JTT+LJkYZOQzu/ywE3ACI/EXtJc1uwrfD/Mem5xUJNh3jHgwQNhT8GQMXfxlDDw36ZNmjrr+b6594s+nmfRugQHNMuj21Ms4hhA4KCF4Cmvcq42DKJsdd0pvoWRrCQ+hPhEJaJxocXRoCG+IfFBiZB6XrmceLvLq/0cJ/3kECshhgJdclUynHMQc1vTMcJ0kPFuxdxmm477YuvHrWpfJjBu8LgwLsAjEINgtmE4IY/BLm//vjAdO8y8vGKdLw51X5QQS/C5Aa2y4dQG9CGzNHHyMDkeI7z9jGeMTk1PL8eiXeN+M2HjFWLyMzFzJ/KKYVnPLn0VPJiMwD1B3nGftiBW8GSQFrAHEMwSAvM1k+vDtcI7YEy+8o37fO/cWJySbPVMwlyTjUG+3JDn8o2TOBMFMYZvs/7KHh/tT6157jQevd7oPrremB914TOy1yP3E/ziZ9Cv3/Cv3g9Sr1g/un+fDxB/U+AaEWeDKgR9dP20cUKq4EVOYq0WbC/cB7z9bgSe/L+EcBZw6+HAEnLCX9HA0XWRIPFU8VowDG677ka9qeztXA8q+Rr+jGOeeQDSwuvzpPOdYrUBMw9a3jcd5J3kzdVNCoy9bYs/IFEywtBjS3LUUjvBfNDtQDwP+eAxQFCQCW707hp+PU9csPiSruQUpG/TtKL8YZaPnG4CTaptkI2izV19R04tcBaiIhN1NClzexHrEOuf8Z7frsOPIa8ETsX9pVw3230Lefw8DZtvPZBlsU2iO1Mok0oDOrL3wcNvyJ0RWwl6b7tu7Uuu8xDDQlhy4+Nf815ycOHecUOQqZBLX2TudG54jwygSAHB8nCieGH1QYBRONC4kPgRMVDdn+NekQ2UfYVeHp7N76DglSFGYcRiIJIq0f2iPFI/IS0vUJ0HaxpqjqtLXKwdc33vrhb+Oh740BfQu7G9MvJjdDNBklYwh+7ivl1NhzyzvHLMMNzlLu8g4nLiZM1Fe8T3Y6fxrt+r/lnOD35C7rGPWkBS0bgSorLm4kgx1jGyATagRW7rncctsz7QD9Jv6698/wJ+7E8+n8tQA7DIYd2CYEKYMdrAKT5CfSwMZnuSexG7J9un7U5vBIAawZYizLMwQ5Nil7Eh8HqQLV+S7s/eA21IXKxMr10fXf7v5dJABHdl5rVsU/qCshHqsPDPPN3X3ROM/06CkHextHM4VBFUJKOegZ1vKY14jOs9AC2qDrrvic/W8JQBDDCCwIdwqlCyQSzxHzDQwRIBWjDArzCNpAv7KjAZuRn9ut7NH9AH0uhU6FT3M+TC4sIrsTJviV3ZfJC75OxQjVkd2A6bT7PwqJG1ojwCLAKv43rT4KO5UvOxVU9Z/du87jzObgKf3IGoEzLjm8Nu0zPC0NGmD4R9hrxIvC8NSK7tABvRMQIJsjbyMkEx3+t/cqAS0KiQaW/xHz/eBd1n3KHrmhsdewkbx/24D9SBosNlVTk102S/gx/Qya3T2/+q/wp0O4iM6c46IChBLSGaUocT02Riw5LytBHf4KqwCx/vD1we+v7MzrovZL/YUCShZUM4pCpTqMKQ8Pw+1Y36LejdsW4Dzoi/QlCygXSRruHjIiPSCXE4MF4fWK5+PkyOZo3z7XfM9hxVrGkcj5yobf/ALhIiI2tEGKQcY1XyK+BiXg/7xwpcCgGbfh0EnoHwtlLxlJJ01bRbk04B3EEFcG0fVc7IHpguj69SMBqgSWC88THR2BIksq3C3gJFwc0AtH8J7iJN2w2krnSOyy7zoAzBdSLOotPCisH2ENkv6B73DY0szOyk3N7dvf3L7QO87m2fzwJwTdFB4kcimIMu00piDpBUToxclauyuwgaoxuEPZNAdwKhFF5FalUctHNjZ9E6v3HefS4AHtIvW69TQADRP0I6IpRikCJaccYRzrGeEIEPnY7qXsxfNt7hrkjuFZ7cIG1BgXJmgqyyLdIMUbtwX47PLZ6c1mzSXKKcL0wY7MqNzf5fHwtf9IC44gsDKpMGsmgBjpBkL3F91QvM2rTbdsztTeHPUrDCsdijhrTF1FUTBUGBgFKgIn/pLwS+vY894FxxMBIBsnTyTyJBQnshyWCb35Qu+37RrxWup75sbyw/xL/lkGdA8pElAb0iM4H2ETTQgH/Zn2GO5k2EPIbMjkyVXHYcwX16jmcQKoGoUjhyEbHTkZMBdoD9D079hKyy3GZ8mN0zbgZPDIB04bJST9KB0uei8xLqwlIg3K8xznmucJ7Pz3fglXEXofeS+YMq0wayo7GXcLofs64dDT59ks64H/ZA0aFAAQsw1yEZoNhA8NE+8PNRPeDgn8p+1k4c/YQdJhy5rKasZbzKHlqP/BGDUvKDUYNjMrrgwt8Ira9MulyTXPy9xk5+ftG/wm/1UDsQ4vGAwpeS7nH8AS9QgLAR4CkQC3AQb+XP78DVUXVyFzLb4tNS07IIn9deMD00nNVNgr6wwAzwmmEZUhCiKsG0MX3w3uC64HwfgN7yzoIOaw67fppOZP2APLis9K0P7aP/W0CssmCjjSLaQenwnI81zq5eM9363WaNXR5gv2UQpRH8YieyPIGCABRfAN6DXwRwh1GYYhbxTGAcUFrgp6GGEp7idFIj0WRgL9/Av5tvWb9J/ry+af3JjcAvbpDnYk+TMOMcMsJB+BAgjpydfk0bLWzuEB7cjm0t7N6e7wJPXD9yvwmvMc/Pv8wwbRE8gbnyDAGLME8uXzzRLU6OEx9WkKpxFGGoEa0gqV/KHtYONS6P7wyPveAJQJpyiPPVFEY0VrM5ggEhBY9yfq4OXX6EzxNPWQ+a/ua+d38/b7fQIADzkZYCYOLtogKRSuAs3w1uql5fTe0c/bzFLkm/YtAiIOpgpZBxf++eOe1oTUsN3Q9j0L+xKwBz/+Dgp0ELUL6QZVBOwMug+vALPz5uSH2DDgKfHE+zL3xPHUC0ErSD57TmFRMU0GPoUbyv446MTQFtHx3FXlYOHK4L/31QgOETodnSQjKT8mcBH2AmL3AO4U91YBpP5K6dvPHtUQ5HLrefuUCAYTcxLe/Ynpw9gi0ujdze8A93br7uTJ/twYbCobOwM39C8nI9IA2Oft0RbAo8cg1kzjPeqo8IQE7xsnMVFHwlMIW31X4TlyFlP5eOk26cDk3tnrxAC1w8Up5wkH4iNCM3M8wj7aKBoPZv7H7zvyb/tS+nbpo9Uh1r/dO+ij9rb/pAdqCyj9cfEZ7o7l9ejl72TqrNnJxyfUc/IZEoMzhEyrWFZS9zBcDGDvjdEgxF7CZ76wt1DA3eb+EScz+lBCZh9tb2U9S7YsjA438JTpvuoX35rF/K9judbOz+Ix/CsW9y8GQvNBMjzrLnwV4Ap+BRPxdtV4v2TBJ81U2nnwMAWvFiwe6Q6B+7fr0dqa2mLhpNz9zBPAcMln3fb1dBlUPoxaFGGMSvwv8hRg+EPszOACyOurQ5wbrdDPvvZ6LHBaxXb/f6ho3khRLnoRdgSM/YXoZM5xuAS36L/lz4/rPQcvIcMw+ixoJr8lESONKtgsmRnn+VDUSb90tmez1MWG4ZL/gBqgHaQXIg7w+y3zzOqJ2sLH6bG7sFa+rtOM+uolE07FZWNYMEDiKQMNGwRKAFzuHtLZs/OsXrgSyxzsMRjkQQJanlivU01O1EF0QLA68x2K8W7C6qlWo4Op8cct6wEJVBz9HjUjWit9LKY23Ty9KtQHvOLk0OHLFMqP2PnsRPqN/B3yNvBE+XIEIxbKHEoHouDQuVSnUagnsqfPaPaKHDc6QEXFSvBPYEnQP6steAwx3S6r35luoka6xuAnBM8hwTMjMvozrT2lPr5D80lAPX8gh/cb3APTTMVKwubLttV13MLfsfKdF4QxQ0yTYztaBzfHCELoT9dAypvLc9tm7EL1uO898Fb5kPl+BdcTUAuE7fPJW7lyvMPE5NbR8IEE1w06D88VTyldONlI31L/PhEcoPBBzna7JLOUv7/WjeyKAAIJ5xHZKW4/ZVQmYzhX1jVNDCnv8+PV3XHhTOWk5dfjx9CLx0TZtu/0E1o75kxMSqQyWx/AEqj/j/Oo6+ng6tbQx9XI+t2F7mQKvCciK9cRd+V5xKi1M6+bwIDcivY9CsAHaw2bGy8d7yziP7Y3Ox4W/y7xG+7F5K7oIPKd8vfqmtnp1sPqoQIbMpdj63MyY2U3OBa5/83nVuEU4HbfIN+wzG3HHtcA5REFrilaOUIxLhYmCoYRhxgwISAdugiB8fXQDLsgwlPOFepcCS4VkBHf/mr0EfH156Tg79UNy7XO/tLT4SkCTR3mO7hVTljOOyAPv/Yk73bpO+nO62fs3u4z6lTqQ/Y3/nIQoivOOCw15CfAIgQnJSvYJZIR7vQo3dPGxrSOtrzGweePD6go7iinGxQX4BkUIVcm4RrtB9L4CeRg1TLZw95T8VMHAwhd9ZjY4sqc0gvqdv7oAxwBCvgx5V7axOUx8CMAQBnuJ1YlfRVeEYIcuiRPIjcTh/zm5bDNO8Of0fLmdgjeMNBHSUD2Iy8QDAvBDfMV9BrnFQ8JxfRW5cDiENwc3Jzp7u554x3Y9uO9BCMrMkg/UYFAfx4z+L/Z6M9C0BzcT/Hs96PvvOcj64/2F/+aAK7yot+C3k3me+5o/RIH+A7JGWgZzxRJCq7+iv/qCUoVaBuoGY4VzwUU7n/fEtcD4X74zwXRCr4MthXvJ8w1HzhILNoUvP3N5izSn8/70r3ieP87CysDB/JI60TtFPNRAswUCyLTK7QqGh4JEkX/bvSX9f7t+NqOy4/T7ufD/eQUPyGHHWERy/xt5a3YoNQY5ccFKBtUIOIc2RwhF9YQLg82CKP7bvHy6ibjGeqe9mUG+xQPD2796OnW5KjwBwfgH8cqVCsWKAkXb/mt5mPZTNNp3X3iF+Mt5XbvcganGiYk4yBkFLoIuvtD8I/4agWEFJMnMyUYCg7nFNGAy17UzuVz9qICnwtUDdYHpQaDBIkG7g4xCSX24ehh8JkGFiCiNlA3CCPSC57wndhF1LzboPIaEHQYmw0e/6X3l/f/A4kQsQ1MA/r+1v02+yL+dgO4Cu4Kbvtb5NTQ+88s4Gr+BB1iJTseThdHDhr+P/Vl8w/6ZgaLCJX/uvAa6/vwpPtqAdb5AOku2/bWkNxV8OsCdhRGKaQqKBYN/ZvzZPzSCawVRxlyEvULtgQp/TgAwP9g/IQCDgO++PHqR+7cATgYqCm8JnEV1gjQ+P3lduZ07Xj8eg24C5cBW++B5ortnfqhC3cKC/1F/yMDU/9LBKMFyAj5Da8ED/Vr4Nva0OmK/usSaw6l/Ln0cefN1fDZi+H96tv8YwpEFeISchLrGVIfUSEMEG/7APdB8prrjfdgBVQS8B0rGHAL7/RK5BHnUPXXCscUABJJFJwUngktAwH+ZvtwAW/6cu5B5WHo4/leEaQldCKwDTD+fPIi6Lvtg/rSCW8Z6hnEDNL0yuaD7Kz5BwUU/KzoJudN7C/t1vXz/GgAYgOi/Qn4P/Ap9PIKrimwQfw4IhsBBOftXNs44CfsePj0BYMKHQix/Vb35/uEBTMPTQbl87LxhPFz8PoAmQ3VFKwZbxHT/gfhONB82UryWhEdINEZ3BLXB4P48vsnAloGxwtJA/L1xuYH4s7vIwdhGnEWOgGs8TXofN6k5EbzWQNuEPsNeAUD+LH1eAe+IZI3jTMFH6gTTgsl/Ib5E/qy+XP/Uvlm707lHea8+OcSnSYhH+gEY/Nn63zlHu6d9Sf5jv9F/Mv4T/C86YLwfPvwB/oDqvT+9aQBIwcYFTIcfRfME04GLPc05F7bSuSn8PUC0AnhBO4HQggr/kf8hfSl6TLtm+7J7xXvc/RrCw0m3zyOPmEt+yOkGcYHzwB1/TD8ogFc/4r7Mu5C5cbuHgGjFvgZtQuhCOgJOwCd/PX4R/Bh7HHkyt9r2WfaIO/uByIdBhy+Bsz/2gF9/y8DQwbTCRYTohUKENn7Kug15QTpPfJA8troJu8q/ckDpgx1DI0CK/qN7BTerM5YzJLi+AMGJ6w2ETIIL8wrzh1QE84I7/mE9EjyCO5G5XLkQPbkCqwcEBy/C14F9gdiA7EDwgf3Bv8G8QB48bLe9db/36X2XBKVGIkNbAtPFFUV1RJqD/8GnAW0Aiv54exi5mvvhgM2FrwScvvo6gbn9ebj7Cr6RAGNBO4Cqvdf4/nUXdpE7oIGzQ5fC+YQKiDFKVUwKDAxH1wKovMZ2eDCmL9v0SvzwhgeJ+kf8RhcFPQKbAJw/UH1rvNu9ebxsuwz8G38pghAFCgPTf6B98b+8QilFQIg/R59HRIX9gVf8Z/kceUb8fcHAxQ2EuESXBLdCeX9uO9m46jlAOqF6jHpc+Yy7IT4pg0BGsUQVwdeAA76fgJoE9Ye5ibTIlYQ4fGb0iPG1si+3Rb6/gYNEJEUCRIRFi8WbwvXBI75uOkb3S3Wc+HZ80YJwxsUG4oVnwtU+Xb13vkB/T0JQhUOFaQO7gEJ/r38Jf//Bq8DeweHDrYKFA+yDz8G1wJm/c/xCue+3lDkrPCg/a4N3g4MEdkSywriCyAMDQfECTUJjAOf+3zu6+oL7ODu+fNG8Aj0G/xB+oMFbhJXFLUYLBaGCzr6ruSE3KDfqekL+xkBMgr8EYsLZA6uD4oFtALb/ez4r/Wn61/tivMZ++ALQRMFGMEX8QbjAjYAmPj0/hYIvQkAAaXsC+Vy5+HvMgQYDl8V/BQQBEUFew54D88XHRntDWH5/9/62Z7m+/mfC98LGAft/V3rbeo++P//3QqiFLETgArb9Wns/O619N//rv14/NoAwPzCBTsXDBs9HT8bIQ3g9+baWs701xnrEgIMC6wQuBJUCiUNdxVWDaYF1wAh+QDxceGf38vqCvksCpQNlwzjCvn8uP9HDKsN7hM1FzQRmgRJ8Kvm8up287X/a/+a/w8ATPi//PcD6P6a/x0DPwLF/WDvg+50+ZIGTRVwFL0PhgqS/I0AjQvoC9oTIB+8IrMaXwKc8EXt6+279pr4mvpQAeEBCxFXIpwezRb/EPYEiPOp3XvSk9gD4zPyAvvLAqIJMQHFA5oKy/9B+5z+cv8P/gXy5u0t9bf3Nf59/qX4Bvft7LXrmfK/72L4mQktEVMNqfxP7zfuVO4B/VsOLhj4HSQSSRPeGmYSgxIiHBEf/hcBA173Avxv/rEF9AlVC8gJOPsp+iEH+gjvEyYjSyn3IcQFxO3R4rbdAeJz5Y3qufG07d71ZwRmBowLaRP6D0cB8OHUyUrLkdj+60j9CQf5BWH5FfQh99/vAe/c+Hz8VP0v9vLypfnHALUO4BkUG2MVgQbc/34HyAtKGZkw6jYmLjMUUPxh9U7wmvT/+2ICyQcZBNYG7A4VDAQRHB74GsUOU/kS6oXsNfEg+dL+SPtS8pLmauUw7MLrwvixDxYXdBO5A0vxIeuK5L/jKunz7LTvlfCg958DIAAd/3YIhQTp96ThatO+2kvoq/xADxYYFRotESQQ7RJlCQcLLR0WJd8kPRwVELASfBFtDp4PbQpb/zDw4OvB8RHyB/3fGb0n2iQNE0D+G/dz68fk4OjJ7ojwKurE53nt7+vb8LQHbxEkC9r4xOkl8Gr1agGrERgXfxVTB4r1oOnn2ibaD/EPA4ALJAO0853zLvLf8Tz3HPrc+1j6HwM4EawUmh4sM3o3LzHiHGMEAPxk9k773QkQFy4hWBzYEskH+u4o5Mfvh/1VBmUEqv9IB+8J0Qf7BqT/zvJ73YzQftKw0h/lewbYGP4cfgpx7ynnjeVb7WMA+BArHHURDgT6/aPyHO+x+T79HfVv4obTnd417HkApxTvFUMPh/tc7LTujPKpBRgrd0ErQpUvQRQeDGMJyQU6CDsF9/uh7l7oFfPY+wsI0xmzGwcQVPaU3SfiFPDmBCkfzil9JgAVDv2H73/fJNeK42Tonumw56/nOP2OEi8fGyc3IkUR3/Zt4h3fINvI4JH2AQYbCRj/RO1x6YzouevN+bwC5wZIAsMB9wxYEawYNyksLO0h5gpt8uf1MQILD04i6SgOHJ37wt9H1gfRYtVA6Yv4QP4c+rH1dAM9E0ki9ytPJ74a2QLJ7jHtjuuj7vz9P/6y9nPic8032A/pzPp5F3sthzG+IUsOfQB66hjdk+PJ49vkI+NX36byngU2GPAr4C28I6AIUPAJ7+DrL/kmGQorsDJfKSsWGA9jBdf/pgiDCvkDq+7R3znnwuVz5dH1iPnh9wHr6dZI4GLzFA0/LkdC40GrIlj/Gus70TLCKcvj1fHhzuAO3bvtmPtdDdIhIiO9GwMCguk252vmlfFgDcYaQBmYBw3pquE455L2ohRRL/Q4Tiw6HtYdXRYsDIwQxAwCB8v8VPQYBxYfVzGPPOgz0Bb57HLLjMUwx5LS3eyR+xgFXwbm/CIBWQSfA/QLSxB3CHL3P/Ci9274Qe3U5DzTs8CYtym33srL5Y8BGxz0L3stihNH/Qj1mulp4zrkTeaY87cAvAMIDKsTChaKH+ok2BsfCfoDWRJtIXkukDaVMoQgBwkh8TLq/fL/BYohjDhJNq4bVwbU++31OPF47kvjqtk61ubZz/EqD0glwTPgLi0RleVvxkTAe8hJ1zzlz+e54KbcANk03WHpkPOIAE8M0w1xAAr3R/fQ+Xf9MP0I87Hn7t3A1iXl+f3bE5UwEEaHQmApJRViFZcbZh8iJZ8emg9FDO0IgQ0wGjYdoCD9H4IO5P/UBBIVvSPDIRoSN/o86HHiMN5g4APn7uzU+CYHJQ9ZClf6VusX2kvKvsGHuga/w8/j333yowQ1FCwj/iLtB9HlANGLzR/UauBi6cbtEfX594bz5/Ld8+f4ihA8Kvs60T+vPxZEzz1RMSEqxxbxBEb/A/XO9Q7/hxBiK3M6gDWTIecPqQnzCH8G1wa4AB78ffiC6EjgyN5Y3oTpDPW294vuhuoh8IjxvO7r65jhsNYP083LH9R26Y8A4h5wL3AlaAdS6GDT7MYOwKnCgsfK1KnlCOor+lEQoCCvNUxB1DgnKv4iOykIMP03CEDjNIohGg9Y9MnkReqA+CoRIiUHKmso2SapLHIujiXOGVEDL+6T4OzLwsVB1qvqyP8GC/oAQu7h3zfaBt8m6MLvyfCj7xPrleL24zjwggC/EMoTugC+49PSD9P01xPaL9UaysDJidJT1e7kzgQjJq5HOVrpU8dG70CZPAg1+CpYIPkOrP5g+M7xuPAo+GgF6ReYIYocEhB3C4EYjimlN4M3thkl+zftX9qizxXXcOII9dL/EPtL80vwc/Tb9pDxlumC3d3V4tQT1SXkUfl4CFgUphHY/TPbXcByvYfER85A1UbSU9q96uTo1/SqEGYr20gqWBVWsUtXRKJExTy7KsIXQv5p60LjdtiW2WXnGfsbFvcp4i17JEkcpiCWJKslgR2WByn+6/3u71/rkvaX/3kIIgnRAM/vkNwo2Djk+fEG9NrtUO0w6jnYq9Xl4kDwoAKwCWYC2uz30OHIissd0DTTHMuzz23k6u38A0QtHE7eZRpsaF5jR00y7SePHsgVNAx4/NvvKOJTzZnKINw/8ikPcSHEJe0k+iKsLO410DWMJSMEYO3d44bX193h+DMWdCuJKm4XK/d62QLSVNoS5frlrdoS25feYNbA30/0Kf4sBd4A4O+A1oPDWci52TDvXv2O+Tv0T/Li6IzylhQWOaVcAXETbQxV9zn3JsYU5gQB+NHj29P+yZnBuNbW/fMbpDGTNo0qABYmCeIPwhvdJ2osShgnAMny9OF13Wbt5f/IEBAa5xF1/QbwYu4f8DbvWN2cvAmuT7AfrlDFle2mCQQificfEifw6dGux43O1doW6L3u5vd/CS0XWiXMNwxDD0mmRKs69S/1K9oxlC02IgcPAO2T1ObGtsA31gL2exC8MshIhEpRQHAxmyjTGVMKK/0H51vbt+E16JH1GQWCDe0YphWgA77uQt8e257aLeIq41HMUsA8wsGyYq9Cwr3XtviCFKgaRhJ1AKP2mvM489DwlONh4J/uuf2GD5wp80H0Vj1X0UTJKCsQWQybCsMKDQqm+vn10foE9eL8xQysFs8oYjWvNwQ2QDCYL4IpFiDuE1L15NqI00PQgtmZ66z+VhjAI50bwgs69i/mMNoN14rOQ7IOqM6z0rbPvqbZhPGcCdQZOBc8CK/1VfC39/0FgQcq+Nfu7O7o7gryWwHNGbUyYkC5PnsuJh26GjEe8h8GEwn1IeaE7E7yAQQRIL0xxD06QvM5ASekFe4TPhmEGg4S1vzA5fPcm9uX34rsqvuRC4kVMBHeA1X4Z/Ck62zpQtt7tlKb+ZzkpBu0ldit+0UUDChxKLkWZwZD+WP2OQKGAGftsuGA4yfrWPURAbYQnyGaKx8t5Cl8JRgqai3CLGkiHQhw+Aj3tfLH+J4MnRjwJ6M7LUMLPogsQRyzEW4GR/4w8VPj1eEC3y3hbfLc/yAO3RgsEfv+++lE3FnVk9WS3KnQIr0stgitHK7RyDTmYQaDKPc1tDA8IFQKY/n48qDxR+eA3O7aUdyF6+cAnBOrLDU8OT3yN/orXCX7JyskpSGvFqsL5A2/AO/8Yg/nEekUliIqKQcv1SvkJJwgJxLiBiH5O+ne5RXeO+By8P/1MwQxFPgPaATl8tTix9UfxonBeLjQrOO2Ab1hyWLlufUQC6IhKiF4FpYG5PjN8jvwDvdD8T/n7Ogn5YnllO5c9zUQ0S4lQtlPiEx4Qjk73SutIMgPSAROBrT2c/EXA3kK4BUjLNU5hzmkJFUNZQGO//cOhRhGFQINT/BX32/mhemX+YMKTgf9+zHq+d7y3ubcDN2k0iC9grCEomipB81K79UNziVdLKUjkwly7jbg+tud5Xfor+Qi6FDmIO2tAmUU2ypcPudBej1HLA8jdS42N6Y7pi20GIINP/X05NX09AA9CtYeJSxIMcgpVB5LG10X1BYyD10AWPTL4PPgmPYSANEHOg97CuUAlOgH1G7Ny8d8yyzL3cBquxa0d7tI2mLw2P/BDo0U6gzI9e/jTeYw7V77LQJH+eXxc+LO30/yxQG0GSw6bk8HV6VHeDTRMLYtMyTcEpMHxgkRA7ACnhWaG9cbDSRQJRYdVA7LA/8GXA/mHPggnhZSCzr4kfBv9grsmeai8Mr1Tfo38sPl3eNd2a7NjMJasnKoAaBtrvnWZ/EQBeocPCMUHLP/796h1V3Uc+P5+fgE6QoMBav+BQYhBEAJpyLCMRA5Ti4BIYEojy6lMRUyriy9JuYOpPmX/3wCnwjWIUc2Kz4uMk4cLg/KAp79o/rH+Az+8Pxe/qIK4QUM/If9JPkk6wrTdr5Mv+3IUtPr1tXRL8mfuNG0ccJlzHHc8fmIEPgZmxCN/lD8xf1QA28H6f4r9Bvm3OAT8Fr8ogy3LPVBWzwzJIMJeAWyDnMcpjC8PlxGTTxYLTInsBprDQUS5xfeFYkRyAluDTcV7B2hIFwVDQR97zvk6Ocn50nqXP6ZCaIErvIK3abSPcuPvqe11q7PrEey0cUA5yn4Mv0XDagRkgg+957k6uiG9ZgGPBqcHTcTtP7C59rfpdmH3zgCfCLDLSso/h0HInsspjG5OQ49LDZZKQod6ByrGDsbtS9jO+41rCOxCSD3GOsV5wjuq/giBWwMtA7oDrP+Heyj8FX4g/Mv477SGtQH2DzYwdlL15TQKcLQutjEZsnb1ET4RhiRKIoh6An2AAr65/AA8hzwYOh13TLYXua+8E370hdPK7ooMhhAB48K3BOpH1Q4JkulU81NrT7/LUgQG/tsAq0NpBb2FsUOlQwcCOkCxADm/gX/n/he8Arxc+v17BYHdR1nIbcPR/Ci3EfIKrfltoy+pcwK1jPfOO+b8hrwa/1oBVgAqvGO2izdy+tw+UIQ5Bm6D1bvKct8vJu5HsyS/uEt7kBYPGgsBianJhUmUDG3OAM1ySW7GgYg0STDKhs54zevIyQFDeNc1DbZjuqgBoYcrCXTI64WqAmR9DXjdOyN+nn/2fur8r/0Dvfa7uPjXdLFwdm0Lq5ovqbW5uyDCbUZAhWh/1vgO827yhjMidxL8iX9v/ii7Oztlu3C8XsJIRuOGvwSLQkIElkpSDvBUCtfFVOPNLMSuALO/nUFmB9dMssyEiXWDb787PJu60zwtPkxAYIEyQNFDNUPhBCQHroiRhTp+cjarM7V0aTYWOZh7A3pvN3hymzDRcXNyfHar+lH7/3s097B3eLnWOwS9eP6nfgB6dnXzNut5Fn1GhqfNlA7ny/ZFBEHHgavC5gkqD/ATUJHHDezMqYpUx0zJfcmOx7LEDj63PJz9E/7tA3FFUkWXQjR9L/yrvGD9FAQRikkMLUl0AS37hXcJc4R0I/OPdFr0DPGK8ke0rLYkOYK7H/np9SvuJC1fcSF3RMEYBr4HagGoOYJ4FXeU+VxAYIcLivkKAAVNw/0FDgZbCWAL/cvDiVHGokouTZSO91HlUbfNZQdB/2t6HXfheBa8UoFtxOdFmcOhww4Buj9uAJWCaAKwwnMBUIJggne+7LtR91u0OzDdbLar5S5+cpY3hrpIe6w5rbY4dKb0a/MdtZc7toHohQxD5ALEgjBBC0OMROODkcDxPYT+gQMchzlLTRDuUmeO4glDhlCFugcvi5QOz466yuxGOoMhAQD+Z3up++h8gXvifCz/CcMtRjZJDYluBZdAvnwXOwh8eLxxvCp8PHpH9tIxga4EriUwH/Mi9NU1GfNhMpI1grnevGq+H8DoAYB/izxVu7n+QsLzR5GKE8iXREF/VH6uAVgDIARnx7YJ00rzywtMJc0YTNONosxmSKLFywTahQcFJ0GOPkG+HL7eQCZAT391Pj887f9MQoWEr8XshUcEKYFRfFR5z7lPt7U2QrOf8IKxBjMztWy23HVGs4gylPNCNZ722/oB/y5C+USnwjp/vT6WvtIB1QQcRW9FlQSzwo0BGT+LgZpFqgjjSixIuYcgB8QKCg5U0VMQao0HyNyFW0Fk/UH86z+7woqEtwPXAak+6H2dgEPCmIKgwpoB0QJQAjqAAL8Avfv7PjgFc53vCS52MEp01/fr+Kh4IvXTNLd0pjTKN2v7AL3sgE+AsX73QBeCooWKBmIFsQPVgG8+BP2M/irA1cV6R4lIuIeahYwFjYdVygtM6A3CTpSMh0oghzwDkIIZgRvAYr+B/qi9kj5xgP6EakYHRfMEnkKyAT/AKf51PQ28XvuvelU4aLVTs0uzqfUodMq0cvObcvh0uHe8uvp9w3/8P64+6vyOuf36h/83w7cGbUdzhtYEZkFgfna7pzv/fiyBCIRohptHu8o+Dg4QKg7Ky9MIYIS8wxlCkcHjxAFG1AblRSqB335L/Ol9wUBKgvWFLEcDSHXI5odagYk7sndHNX90+TOWc3N1vnjjvGH9B7vteIFzR3CV8JzyAnc+fLaBkoUuguI/aT1ofgFAAsATwOIBxwHnw46E7ILigmrBnABNQIbAv4EWRIoKMM+i0gjSghByiXzEWUDwfKL8IX5+wU8EcoQ0A+fEjAV9xQ2DWYMHQ4rCM8HNgzRCLUGpf9D8tXly8yyt4m2wcVU3NLqYPN49HjqQeS337HbOeAN6OPtCfS970XrZva1CFAaVhkdEnsGEvOG7Wr0kvk/CI8ZNyLvJlMeABGTEHgaBySPJe0luCfjHHYbNh2XFFwRNQtABIoCPv3B+1EEJxIzHcwddR3RG4gOnQQkARb31/FY60fjSuNt3RXX+Nhm4IDlWuLl4NveiNjJ3HzkZ+lP9Bj7SvxU+mvsbd3D3bbvpgTkD6cYCRUqASP5DP0T/50IrA6ADuIRIxKvER8ZeCmdNUowhiU5GJMEwQDlBskJVhIeGA0WhBOWCfz8/Pl8AM4Lxw4iEg0Vkg2GDHgP7glQAbfzZ9/I2AjWAtZm3p/sIffx9vbxpehJ3HDeXOUy5AfrJfH99UD+I/7G9FzuZfC39UH2V/4ZCcAIqg+eFdMMUAmzCOsF+A79D+kKug3/EsEhPijzJ+oknhP8DLYLuAAR/5QCFAfTFHYT+gaHAqAFxgvbC7YJ4Qc5APP91AUsBAMB0vyh8XzxsO6M3pbbNuKg7aj0IPhF+x7yzPIq9CzoIuYa5s3nUvN4+fvzXvMG+18EHgeaCWMJKv/iAMMDkgMOBfcJTRLsGe8dXhJyBwsJ/hI2FhUY4B19FbQP0BKUB94GWAgHA5gJNggw/zP6/v5ICUUKVQqyChP/2v7F/er1hPFl68zsyfaE/ur3ZfKx8XP0APL261XqHOMU5tnyQPAZ7zX06PJK/er8BPH257HsevuT/qcI3g6KCgkPSBJOCfQBLf4TAPgJWBQxEjgSGB7dJAgkxhrMDdEC7P9mBhAJ3Qd/C0YObRLlFJIKRAEoA8gAO/xP9Fbx+/h9BCcSww0w/zHwvePK4z7uueuL65n5HgFx/PH6F/f38FfxSu++5frWwteQ48/4OQlZC8f/N/6e/hz89vuQ+Dn0c/fgAQUEowbaDAIV+BlFH9sN9f6Y/4IM3BrQIlQolxlOEKcLJwhxBcUDOQKeCLMINgaJAbIA1A1qE6kUvwVb8YnhoeJp5kT0aQNgBXcIPwb09ybuO+/468/0BvTH8ubnSeUh7XruKfWR+SH8e/nH92TwOe9q9Jz/pAX3C0AMTQLa+F73tO/V6Afz8vjgEUUjViP9ItMd/x4CJNMYuhUnC3P4IQLw+L379wkxEpkbpB2BD4r8X+396I32ivsbBr0C8QD3Azn8IffW9bjup/kG/jDzRfha9uj+wwa2A8b/Re9U4KncQ9Gp0m7kyPJ/C7Md7xVJCsUBsPdW+lH6h/uV9oPyC/eb+ncCKA8nEjsUnBLj+Y3xofhXELorfz94PI8iIAPP+E3yF+5X+8b5pQPHBCcEDAssB7oI7Qls+RzwPdhlzsnmGPxTD6oarhvBG5MTRPUY6dThjOGv8OcCtQjO+ATq6e+x7uLsmfIO7KTwtfWq+c/8TQsBGBIfNBxpC93zv9t84trt/PdpBQgOfR2tJ0EdwBJGCasCPAivEf8R/QG6+EAI8BUsFIgWtwqw/jDzmeVm4BvqPvbmBPIO7gmh+0/opvQZ9Iv45vcQ9S8IPQwACtYOcwkDAxoJtv2593rao8sO3BDi5u4pAsgKABTpGRoDI/MY7nLyh//1D1gTaQzH/l4A+QztBD7+Mvpk+uP9Gvw4/zMKBxAAJPMuRCuqEvX4O/aT75frE+xx9NEALRCLELwIiPxO8Znx+fR09K7jm+Ae7hcDOA2zEWYV8RB9CuvyReV14vvfqvs0GMwc7g7W9FvwUebv2djgFeaL9e8BQQFYC/sOqBdrJKMghhlz+OncFOCh6Kn0WgZuEjgkISi6EU8Cc/CU6lf3LwyXGyMSzAS2CDAMCAVBAUr5hfv/9XTiLOOi5fTyLRIRIfAisQhx66fjbd8q57Hr9/ngEBsd0hnVC7IBf/2C/KUBmvsF5m/XceFK9Zr6PA6EGJgbgxhd93nmO+Lm6MMHByIkJmMc0ANE+oj38OmD69ju3PglBmUGDQWYDWETKyNULHoYufoV2wfYCeB56Tf/xA7qIegh8wm6+AnmNtzD5ez3u/4G+Gj1tQNzEIEQ3Qq6/u73RPPj7cLpwfIGAT4TVSoLJCwOUvDB3lvch9sK5oH8/RcvJOMjhBJzCEEBvwElCbgAE+9n4EvqGPUZBPcP2xg8GqcNX/XC4oHeduB4AtYiSS5HJQYKTf517vve7OCB6QAALA+PBPz/C/8v9pIC+gyNB9Xxvt2c3lbkFPEWBcgbuyhaJGANUPN24TLa/umSASEScBMrCrMIiga39lfzHvnMBKcOZAVKApD+yv5uDaYZyB4NEbfxe+fQ3CHWFOliA6MdHypVHgIMw/vp433w5f7bBHYJbfkz+yT7QPjq/CkFERMWElX31ukZ49bgM/j2EQ0eAxC+92nmk99j2ennBf1VDbEbKg2QBWf/APl/BqkQmAwf/BbjGuHK7eb21Q4mIDQoiyPYBN/siecF6AH8sxWeIIwW0Pyt8u7xE/VZ/eEC6goHA7L1TPg8/sYKXRnuICwatAIZ5BnVw9q/43r8qBLhIOEk8w+c/YT1A+lu6oD2+fY98zrpe+vD98T6ewI4BwMGb/5s66/gkOg+9HMKPSm0KVIVwPcM5c7ieeDI78wBhxC4GfQTpg8sEKsHWAkBC2EBFPQr4XvgePILA6gXpCgEJSoZsv5R6N7oV+qB/dgYdiFsHTgIb/jS8ZXuK/XS/X0E9AmYACT5kf9y/88GtQ5PCBryYtqIzgPTCeFT+agSBx0GGY797uct5RLkW+5ZBe4QRg3J/ir3Svn29Ij+Iw0UFIUNWvme74Tx3/j6CHIgDyGcEk30Hui+6i3w6wOwFjEnCCNuEn4A7vjE7sP4MBDrF14PAvum8X73uf8/DV4cZBxaFUH44+gS5SvdlO6XCTgWDQvs7wPe0NxC3pL0mgUkEAkNtfKj4srj6ufl9mIRixZWDA/tnt524FzskQe/GIQiGRps/frqJ+5N8YcBfhHmFn4GXe9b7br4/wrvGgok0h6mFBz9JvAN/QoBLBHeJXkiQxcn/MzrIfVC9kEB6QzeDuQVrApE/Rv81vOR+LgGLgZI9C7dtNWB47D46QUSDnEIO//X7fzfReee5Hjzxw1nGaASuPln6RzobfDm9zP6hfygAof9+vxRBMwGvwyJGhEZGf7y4k/U7d+6+n0WICkxKkwfuwzG95H5n/s1BDAg7SmrGswCJPMd9RUDRwZxCEcEy/mf807z0/0gDKUZEyefIfkC3uFyy2rJH93N9LQBhwylBYP6b/DA7W7wy/WZDG8QXAhy9GXpE+5a+kcJqwiDAkH2MeVw277ob/nNEbMpTzIJHbLy1tpP2EPqJvyoCmINdA+kDwcNjhwWIYUhYiIoFccAbOpD5b3zLwQpDpMNjAj1Az78n/Xs9kz/vAlNHcMlqB5ED7j3E+xq42Lc894s5MHnxO5D82/9PgeVHEEuqCbLD/jp3dTG1KPi6vb6ARsJkQz3Akn1avGM6iPx9QaDEbgQgQMb/1MBCQAJBDID4fuS+ff14+/V/foO6yLEOt84RiKMAo/okOF44jXss/Zw/uAI0g/5EA0Ofg0dDpQTNg6xAlr0vOs37/f5cQYsB8//A/Al4DDTo97l7UIFPSJaJuAeEQlh+uPyue8h8hTvsesU8fTy1PKL/WMG7RKmGgMRF/nd4Pzdx+r3+R0LChdSGgAXKwjs+2j3Q/SkAR4UjRxjF8sD/vcP99/8gwb8BVP+jPx38zLtK/srCZ8dGzJhMFoVevl04cLbber/9CH71fjG9Qzx8OoW8OcAugm5FVETeABH8tXrMvRQBoQSkQsI+jDtLem/3tzm1/N+BlcZURdvDgb5g+/l8NH53QYTCJz80fzh/ef/OQl+Dy4ZsiEYHdAFlO9m4f/qH/7/EOMWAwlQ/338PPny/hIH7hXSJSEjfhY3/rb26PgL/rX+o+4g4NbcMt1q5Cz5LgihFYoibiFQEZH7XOa05Czv2/08AJTz8PVh8cTpkvDj9yD/lgdMDFIGX/se+G78PAYhDVMBK/Rp8sHyA/czBOYOOxeLItgfYhUq/SHwjfSe9zkCy/rT9ZcCFQTBCQgWSx5AIkMkqB0kDXb4gu7c8xT8ugav/yzwr+sU6/TgOO34/ygQNyXeJM8ciQOQ8WXudvFa+9D2lOhV5bLnC+yM+/0G8A+qFJ0NFAIG7HzeCOmk+MQKXgikAJj84PcV7rP1iQIdCAIW/hFcECv9MPbk/EIKAxNVBuD0X+t86kHovvyrD5Ajxyq4Jb0SRve/7AXwpf84DLIJVvdi8sjtsurR9sUCew8AGUcUqQip+BHw4fnSCCcXEhRdAXv0AulO1+Le3+0G/gUXAx5QGNUCu/N883//pgpkCOb1Wez56QnnQ/ieCY0aRiA0GD8GnO2D4Mnot/2LD3AOT/t78IbqXepA+KwGwg3EGEcWBgt//4D3PAGrCn8PBAF5443VAtV92nD0Jg9UIVMsBSijGJQDRvUZ9Rv5yv2F96bqnOwD83L6BwcJEfwRTBXIDU4HYvtL914FSw6XGFUNxPUe7WftM+uM+a4BIQpVGx4imiGpEXYFQADC/ez6Cu2T2WXa0eTw7gwFfBVnG40gthr9DIjz5t9d4dTsCP7S+8vwMPBc81jyQvke/hsB3wlMBscAHfY67THzbgEkDoUHmu7n4kbgG+N4+LEKohceJNkighM2/hnxB/Ig+JYCTgHY7xv09wDVCe8ZLyFiHNMdlRelCoL3quzX9h7/OhHrD3r97fbO9LX02P5lBxUMtxpLH4QZPwno+Tb7vQRbDOACOumQ3rXhv+Xl92YJfRA2GJQUyQRm7KzXydUT4hX2Sfs39Z/23v7m/2oFaQhaALn65PB85qDaJtrH6gAEShpvF+r+d++y7Afu3/kXC28U2yANJs8XCwYa8kXsjPCt+nD3U+6a8XgBGhR9IgUwbiyqI8USgfhH4Mfeq/SVFHAxIzC1F7sBjPQ66T7ss/ZlAI0JFQ+uDOMCKv62ACIKoRCiBVPuzOa57Kfxtf7/CbMH7QeI/zDugNwGzgzSs+Hz/ioQrw2HC/kJLAGh+ff0I+yx6s7t/fAP73rtG/V6/0sJYwsO/MvxQfET7kf62QeKEeEd1x/qGFgNc/jY7i3tOvtUDS0MLgyuCVkC2AUNDzYTcBh9EsIEBPcm677uwvzjEW0jtyADFiIIcPOF8tr5e/4mCssSUhI5C3AARf/WAT8BGQIv9mbwM/KN8Vb6ZQgxDI8PIhEmCSP/S+xM4PPdL94W5lfpTvIsALn8zv16+0ftHe/e9Nn39fvg+pf8GQHiAtQCF/O353TkW9cp3JnnGvNwCeIbCiUzJjMabxFMCXL+i/eD5nLj+eq78nsIERhFHGkf0xzuEhoJC/sO+psBNhDUI/8kWSWXGZ3/oPRr7BDn4veOEK8lpy6eJSYd8hSrDjEN+f216nXWicLkz6TrZwKpIZcyjSs2F+f0b+KD37LivfDa7SDvI+7c3/vkgOww5DDgVt9X293d794b8YULBiFfKw8Wd/ZP232/9b/Y2NnohP9EE4gcFB3gDvwFpwj7DbATUQgG/Z74dPIiBGwaiiAgKdQn1RpIDZv24fCw/j8S2CmgMWYwaCVuCoX/mP1V8vj3tgS1DQsXlBWfGrgj3SNxIQMIee4l3s3NUNbt5sruY/2vDCwSGAlh8XHiqeBN6Fv32/tO/aD9lvDN7ujr2tXWy0bN79PY3PvXMd0n8a8EUxzjHxYY+wUA53Pbrtyc23PpTgWxFFgYLgfQ9YbyxO/9+V8Dhwx6FQUV4iG3Mnoo2RuCEGoDcPsS8L70awazF60tpTIwK/0iZAoWAdYDt/eY/G0MJBovIcMW/QwhDGkE0AVbBSL9Kv6g9v79/AocAw8D0AjyAVD02dm/zbTXXObmAvgVCRuKFvsAifUt8VzdMdPj0vvY4ODm1b3UU+VF7yz33Pcv9Mrvmd8d5kj/6QemErwb8RIoBOHlYs840rfareyM98P9PwZ8BwESyyLZJYAmNymLIlMWugHr9l/9wQg+G2Qk9SDcFrYAbfaL+l77JAv/Kfo6gD4cLKgVtg9lCrIKNwuwBYUCN/oS/TUI0gmtEFodAxquCsXuxdPh0B7bJvKRBIcPJhJeB6b/afmb5kbh4urX7q3uceED1ufUU9NV2bvd0dfq1PLJfM5z4x/vS/+SFsQh5h38BjrokdizzSbQn+Ci8a/+qf0r/GkB//x8AYwXCCR0KF4eAxqrJc8r/DBaLeofjhJV/X70Lfn9+J8FJSMbNiw7CDCqHxwcyhnLG6wbsxvfHp4YNBakFikGh/7ZB+QDq/yv6y3fhOYn8qYE2xLoFRsMsfYG5s/dStXJ2JnuDftN/qvvhtvl10zSLc9M0FrNW8y+y5zPGNz43lPkHvOb9Gzz4uqN51j27f6kAwUEOQJg/iP1dfHM827r7uuR/00N1hsuHiEcvCfuLqAyRzQ9NKktgRyiCx0E9vbh+cQUnygDMWUjdhFJEDASyh3ELn02ADjtJ3cYoQ7i/dD+zQ+wFacOVfTO2ZLbjOZW+WYQlRnTFoYBmunF4kvXatvv8WL+kQE58J/blNh41wbcJeaR5/LhMNDww2vJ381P3nH5TgfwA6PuydWI1IHfK/LxC7MaHh5HDB31YOoV3q3d4PPDA/8JkQJH+V0IChvFK9Q6MDzbMLsZVQWuBLwGpxChJPMr5yVjExX+a/0VAi0HfBg/JJsquSa+I3sohyNLHl4hnRomDIn2veMj6/P5aAiLGcYcjRMd/WzpQOY35HnrdQB5CwcNJf9B7K/qq+dS55vqzuZc3dvK/MGvz1fb4+cB+pL4TOlE0+7BAskC2JHruQZUFQkZDQZP8MXoEdxF3GTuQ/bY90Dx8On1+YUHORXhH+cfSx/AEvUNKhiSF4MdWS5pMJYo4BB79H/wae6Z+oAaTzBEPsk4ZDJaN0AraiK6J/Aj/hwpCKjvb/KR+IIFQhzKJaAiDwqQ9zn2xfCm8oYIpBUOGCAFnuJI1h3KQMxe4xH0pvuo7irhb+ZL4nHh8/EE9HfsQ9aosv2rYrMmxqbuhQzyHC0NSPNc7J3iCeGD74T3pvps8Pzgvuhw84b94gwlFOMRBwRj/8UXBy4GQn5Un0z7NmITzuyC3w3e3eovCEciIC8HLMQr9DfxN5gxpDDNKL8gxhiAC0kK9QlLB8UJ4wcm/wnuoOrL+8ULGxkPJWcilBaqA8bqhdyu0inQDdok55nrSeTH4knz2f6SAr0Ek/Mc3enHF7b4u47LaNnx6+H5pvUl4XHZcuSW9okIPhV5FZQL2fYi3X7UYdqs6SH8zwujDjwAoPmjBygcoTBjQvdBIDVdGxn9BfOv9Wv+qQ8VHIQa+gdb/M4MkhwbKCY18jSjK3MczQgkB2INEQ/EEpgQRwJz7XjlPPsYFlwlfy6WJQcWTQPJ7MHng+uC6RvrQOwJ5GvaR9wf8U0EoQunCT38J/Bh7VzoPOl36r3iS+I238jYB89iyD/NH9fq59z+Lg22FGoT8gGj88TuYOsI9LP86vuJ9nD0dPyCBkMOQhgoGooZJBSMBH37Vvq+ACIS0R+dIdsZhhCrDsYLLg0uGUghySePJ5oZYBGUDL8Ixg7gENcJMv8uAAYRlyDrLHs3nDG9Jq8Wa/y98Lzq2uex9mACogG19erqzesO7GnuFfqE+aX3bfmL7g/vvPQN94MASACN79HTGbiArVixicNd3ZroT/FB+Hnulevv7uf1kwetDjQHq/8C+x/9rAE1BG0Ggf1F9gjycOVE5n72UAgPIPAtgyqxHygWORj3IKcngy2pK5gmbCQJFEsJhQmCCu0SdxjfEEQDSwJcEdInRjp8RXk+/S4rHtsBtPKJ81/5OQNyBer3guNT2CndL+lO943/VPnA857wIuU+4QXnAPAr+4b7SOkjzsq+5rzXx/HWQOH13eHYp9kQ0nDRM9vt6lf9BQaLAnz8T/4UCpoZTybtJr4Sqfuv7oDiQuE37N/8thOhH0sathCgFh8rfT3sRadFHT30Nd8wdyGaF94R0wmeB7QGeP067izucQNfH803EkUXPgI1FindDsP+tPjZ+DH/Tvul7nLe9NMT173bUuRs7fvnXenz8Fvszu6A9ODzHPVq7XHa0sOmtwHBetFq4intMOrm6TfoQtc/0nTb3ORA8kz4uvlG9/74Jw2LImgwRDPwJZAcNBQT+RLo0Oq/8ioITRZEG+sXCRDFFhgkrTN8PmY6Njy9P90v1iEQHgoVzRFnBiPw4tzI1T7ndgNNH4QwsywfKZYmBxT4BmgB6fuf/jb60uwt2m/OpNbF5TXzePQo4/HZidtB2CLkQ/yaD6EbdBJ++lHcIMcTysHWV+qt9inuNulN507bPNzm6Rj30gIx/qP0EerU6yMBpRczMP84HSrCHL0OKvCK4XPl6/GdB4wUuBGFA0n4Nf7ED60oQjfvMPQrkCdnGB4ZtSadLAAsDxfY9NLOz7rmyLnpPRSBLiwwbStaI7MR5QroD/MP0xRTEJP/h+kJ3UzmX/ZrAzT/i+XN02vSBNN+5/kJDCEiL2sqgQ/h7JfS585X21brYvEZ5yjiXeWT3s/gmuhr5qTn2OSn4RfiBOu/AkAZcCn+KEwPJPq88p/mlucm9Jj8zglCD9sIhfvP8ab2igAjD68YtxXkG1orQi0lMx86+jKiK0cbKASr6vzWh9xO8yURNyY7ItEfLR+4DZ8HpQ8zFaEilih4Iy0VBAGz93LyvfAM7RLZPdGz2h/b5+Ua+kcJgRs6IMYUnPyr42vd1t806fzxLOZt4JTkldr31A7W3tQ33abjyOHw3HreSfFwB+4bTSYiF1kJEwYT+JPusuqu6YD4OQTtBL7+SPfz/pYJwRWRG8UP/As3GgYiwitFN8s4hzzMNe4fJABl4nvcIuj//WYTVxXPGZcj1BsYEyMR4w2REJcV0hK9CE4AkQUvESYauBAa69jMnMQ3wYnLu+dyAoQaKiVFGoADKOxe4ADiq+3G8STnm+B3547qFe2A887w1ejX3xXSCcX9xS7cDP9gI+0x7SAzDGH/CvKh69DyhPt+A80KgQqSAAb4tPncAR8Oiw4g/j/1NwAnDPEcOjQvQo9DcTxvKEIKovC55NHna/l5CHkHFghqD1EQvwunDDoKkAjODUgS2xOpE+gUOBXuGMoTSfiY3rrSAMzkzknf7+8PBo8c2CXiHkUJkvTI56fpNfRE9W7zyvZx9Kzygvi78/zsV+XH1q3NGMo51oLvCw0oKZIppxgeBorp+Nmc3f3l1fhTDVUXLRgGDUwBc/Z+7Z7ukuvL7Ff5GgPSEVYnNy+tMoAwcB4PDPv4NfEb9BD6oAndEPcOyRHQBsb/5wEw+3D+UwolFeMgnSb1JdwjshoYErf9b+jO4i7dUOT8+c4ENw95FsQQQwlS+QDxPfFN9pEExAavAd4Ghf+J9+74XOqU377ZQdPS1qzb6OJF8BL5iwTNAwr62fkA7k3qT/Vl9x7/RwngCWYINvxZ8e3rWun88gH3PfghBHAFQgqaGfIbBCKXKcgmwR5wCAj3NffuAOsZWiQ7HIsPt/Et3r/kEe+nAt4b/SnXLfIegBCaE1YbUyRxGlgGhveI4kbeWPAs/JQDpQhhBmX9K+nS2xrg9e6sBsUQgxB5D5v/3/IE9BTtQuXz48Thp9+/1v7TIORp9hMNcQ8jAAn3gOj36tEDdhSMHCAkIR+kE/n6+uR54CTinu+L+WP+NgkJCn8PqSCTHvYZYRo2FkcPv/+h9pgBhQ+gHtQcaQzD/kDopN4y6GzrXfHfAlQQxhv2E7gIuAo3C0ARjgwn/yH7B/MG9QcD3wB5/Ir6aPjq8j3fV9HI1tfmQwBjDv4RTRYRCe4BAwce/i71+/dO+yz9hPWO7tj0tPj0/WP7a/FK8XnwR/rYFHggFiQ6LSosFSQqDcLx9ema5rbuWvhG/HYD7gBh/JQB2vcz87kARw1RFWcNHALhA2MGzgyBDmID8/qP6OXdCeZz5N/jufT5BQURuwcR9WP2P/vTBhsQuw89D5oF2v55B30CsveO+Ef5zvme7G/dLuNN8JMB8RG4FBYWagyEA9oK9gmhBscObhWLGcUMhvde9Oz4fgacD9gMOwg3+Prs4vdjAV0MYiDmKL4nGRbf/sn1OvYoAHMGAgO9/ojxVOao6CzkQeSG8uv8lwEk/Hbx7vesBbITpxzRFgkJEfGr3LLb8dv24Mv3ZwXRCA3+0eme6YXzqgG5C4UKTQmaBxcESwugCDICBAhBCAkCWPN/4VLk4O/x/98SsBhsGzwUxAn4BQH4zO39/OMPjhsWHnkVIRNPFEcVhhWiDUIEBffZ7jb3wPv5/ywSdR0vGJcHkPIw8Vb6xQKWDUoQxRBoBpb3WO1/29HPsty56s7zNfQJ7Hn1fwI4DVUYbxUNCUz20uU75AvhN+Nx+lEP6RHnA/vp8t9K4Z3nbfgLB2gRTg5xCU8HXv7U9dz8nwOqAuz7bvDh9J8BSw95HRQf0hhOC6j9efwv8/bvSQH9FV0m1ik7Hhka0xYADJsL1QkFDFAJeAL0BfYAkvu6CZoUcxUoDBn2kPBi9Y38cQ1DFvsWUAxu9rPmTdRoyt/bOfC8AG8FivyRAF0GrgWLCLQBK/lK7L/arNdT1PTZy/U6DqgSNgZ76LbZGttT5fn9Rw2wFlAQHfzx8ZHoWuLE8VX/UgEb/O7wqfogExEnazh9OfkoaA/v8FPpuut19bwQJyd9MCQrSBdWD4ATZRJDGI4ZIRVdDE0ApgJHCBgJVBX1F7IOvv3Q5vHmOPduB9UYMR9hFV0C1unQ30zWpMxD2Drpb/e3/Vz3SPk8AFH+1wJKAc/2oebs09DWvNvB3pHyXwEpBPD2/9yB05/e/++2CeMeriF1E7L84fX58vvsufj1AfADsQGh9qz9zRA6IAwurjfxMhAgtQdhAtgE0wb3GY8ocyiCHdoEIfxBA40GARGbFpoXJQ9IAakCxwLE/r0IEg8fC6sB1esK6bPyb/pNClcUjBGCAV/pN+E72o3TReZj+LcAvv1r6/7nGuwL7mz9agfkBib5gONc4efgTdrc58P4hgC3+4bh59qg5CfuzQcDHSEnnR1RB/X/wPi67Er37AP4DlQTPQKK/WsFpw6cI4MyjzQrJ28O4AnbBwsIEhoxKNopoRvQ/BLv9/DC9ZYKsRwdJBIYVwPP/WD8yvbN/poKbQrGATDs1ev2+1cGvxQIHR4ZSwSK5X7ZPtqc2/Dq4fh9+/f4x+jc49Xrae3m9Y383vxp97nqueko6wznVetB8ObtQ+jJ3QTiEPDO+bYHqhd2Ilse5w0qAuv71/YJ+6YExQuODacJWAyOE7ITkBZtH28lEST+GVITKxEcFWsdJCPZHncPpP0s90P9dQCcB6oUjhvyE5wE4vms9QL38P1OBiUHzv7F9lD9/gcADD0NQhKdECv/QOYP1gnSytfc43HuvfAV6DbdA9596Y3w4PTj/IABIPmz64rk0eOT52LvivQs75fk/duL4HHwMv9fDXkfRijgJCgZmA4QCpUFzwrvEVEShQyzBIkHsBVlGlEYaBmxFzUUBQ94ENoYkx8PIocgzRavDb4G3wQVB+n+c/qYA5cRMxtOFtAGSvk17qTr7fF59vj44PkZ+f36zvytAT0OmBL4CLvv59RQxxzHFtVa4jXlEOI24ADhZ+IB4Ebg1+zy/FcIowkFBD38L/QS99b8efxo+D7usukt7H/ylgNkHTgyrTZTKskaRBEmDZQSZhh3GZcaLxhKGCkYug5sCxwRdBVuFG8KngKBAxYLjRvoKEYsWSVAFG4FEf0j9BPz4P1cBzgKpgDN83rxs+9q8an1H/I/7lznuuf27kLxmfaCAFUCifzH7gDa4dGV0NnXt+Jg6KvsPu3C63Lph+bl6wb4vv9CAGj7wfsRAucLeRYSHC4coBKC/5fzb/E590MIuxrkKS8upiQiFlkOxA4fE+YU5hRZFtoTkRI+EosQoxIrFKkPdAcl+ZXqrOgW934Mahx9ImUgjRbNCQj9UPBd7pLwgPVT+yr4avFh7UTuw/DL7LHlGN9n2KzcTOYG8gQDyRGkFCAHqPPJ3NPR2deC4zjsHvSp+tj84v/R/MH1MvX49a/3hwD2BxgQphnQIk0ptiWkGGUIJ/nT84fz+e8S/l0WyCbDLOoilRPHBycEBQeOB9AKQQovBWsI2grbB1wHYAZ6AF352uzU55XxVAGHE0Ec/x0zGbUFzfUS6efbeOAZ7nH7LQZEAu/4pfTA9dL1XO9l6m7m7dz84SPwIPpRCpAV5RjyEWb9guoV4y/o6fT//VkHPhD4B3QC+P8R9336WQNhCX8P+AoOAoUKTBdHInoithhQC7rzY+X942fpC/kFCloUERnLEDUEUwGvBlQKAQRm/on72vEU82n83f9lB24Lxge/AnvzOeLX46jyVQPgDmoUNhSpCngBzP0Q+KXzo++77HzvZfLo9Wz+Ogx6EekH9/6c81jhXeGN7Wr7ABPPITUn4yPcDxf68O/I7pv1o/bI/VQI+QjRDtYT8BBaEHUPAwYf/xvzPult8t0M6CSZKawk4hDD8QDim91n4Lju9/g8AaAJngnRBdMGjgo+Cg39QfEa6kLhuesT/Q0KCBRDEm4FEPj75pzVg9UN59n6ZAmFFqUXPA3AB+oFIP0P91/uPehx7XrxZPW0/eQMshRNDugEb/lS6aLrJfoKCKAalyTzJU8lGBj3AdP0ku+z8tb0EP4lCsAMGhnAIfAbFRRHBzL6b/av8NHrI/K8ApsTPRlUF9YN5/WB6bXmQN4a5Bbs+vgRDuwQEgVN+nvz3/Kr68jn4+zs6f/x2QBaBmkN3wwaAj/7sOqc0znLDdkA8X8FsRaRHx4YnRK2DT/7UvSU8sPyJgFXCQAIBAuREBQWFxC1BJ/8JPLo990IaxGiHEYpUS4mNfwobQ1N9int/O9P838Biw9BEJcUhRWuCacA5PTd7nrz/vYN9gX7iwVpEGEOcwF3+PPjXNxN39nah90N6mv1SAWECgcApPL16sfqxeOE5TTqzut/+U8IXAifAV/6FvO28o3useNb46jypQcqDl8SvRZTDskOgRBOB8b/Kv9iAwYTUB+8GH0SPxMrEzYKbAF0+1T4DgNOEqsaqBx7HDccVx1BGtMH1/VM9wf/o/4ZArQEHwJACAgL1f/R75LjD99H6Tr2i/nY/B4FYQs2Alb2a+z24jzjs+h36vTn8ecP6/jy7f51/kn25fjX9IPo1eab6A7yxgnjFywYNguZ99XsDuzZ9C/3gfeqBBYN9wo4DtYRjxHnFfwWgBC4BFz5RP54DFEjHC2aI4keGQ3Y9jrsiOdF7rwCLxT+IRMkMBYcCu4A4/52/Vv5Df5tAMn7QP4H/+P67f/3AdL4fe3Q3ljald4/7J/7bAJvEgIUGQZB/SDrdN9x5HTt3vXB+sn6xf7fAVYFQgCS8Dbw1vJP8Yv7nv90ADEOXBW1FLQNLP+t9oj1IPqvAP4B/Q5YHHwX5xG3BlT3ffwVB9YMewzdBIAG6wrSEUYT4gjSBTgD9Pi/9b7vaufi9roKzBQNE5ID3vU37jnxH/hQ+y4EEwm/A3YBW/f97KL1WwHGCPsBa+/W5jjnuPaUDTUVlRgPDk/04u4P6+DmoPqGCacNawrX+PvyXPbX/U8IXQU3AV38z/Bz8Vj2tPNN/XAKXA/fBzP18Oyw7/33OASlB20Mrg4lAzQAxP1J82360gniEIYLYPq69Iz7NQx2GbwTYRH5CAX46vbP9NztnP1AEmgd1BlZAcD2VPZV/bQISAenBUkDNfnV+8H/Zfcv/7IJbAuSAHfpNeJr7ET9WQxGDwwNyAht9jjt3Oex3RLoxvlpBGAEXfZH9Oj7VAC6BOn9MfTa7Yfmrujn84r3BgdeH04iRhLk+avpjeyL+QQGnA9RGvwYMRDrDjQD4vRb+oAL5xfGF00JyQU8DTUUJRolEowItvtB6inrwe6w6Wz8gRXsIX8cwQFO7crnYemN9Uv+Zv9//3r2w/YG9yXsBvZrB1QJ//5Z5ZTZkuSG9bgM9BI4D+0CDunw4FDfWdqh7ecN1x30HHUI5fjk+bv7KQI/AKj7tfes7mj4tgDaAV4YQCxaLlMbJvfF6mnzs/+DFvsg1SP2HgoHU/wc997ru/p4D8gWHxYdADP2CQGgCY8TWQw5+77sX9gk173fDubdBeAj/ihJGtf0Z9uN28PgDvLZ/Fn61f48+S/7xwBK9yIBwQ8ICzD/uOjg4i34tAt3G64YmQcv9vrfC97A6ZrsmQaiKaI0gy71FKIF/gbtCJsL2QJR913zDvJUAu0NVRCWITgonR1/Dert5+Zu+Z0FNR5qIfwTngkA8yvtEe5n33Pp4QDaA/wDZ/jk9f4EDAiSDCQCvuow3p3SVd3k8Bz6tQ8HHRQU4AQg5OfTzOIj8VoC9ArlBF0CRfmq+zEFIPpYBHkQRg0RCfH4q/YPBnASyBwkGycLb/yZ7m3vH/Us9ZURAStML04oaAj7+ncDdwQiDUoM3wVIA3LydPW5/k31ggQaFCoN4wK86+DjdvV7/hINWRW4Bnb5KOcM4znkutpc6tj+sQC+APPwU+xN+0D9LwU2AzX2xvPz63Tt5vhW+NsHhRsMFxsOO/bT6Gv0ofzFC1Aa6xcXDtH9g/oqAjL9SwnTGG0WMRNTAdP9Ow9HEvAYQhkMC5L6guTB42jwk/f/DxQoGSYRGmD7s+eg8iH69wjKD4oGEvxU6EXkru9O7Pb5rQooAxz3sOHc3j/1tgJEE/sYTAUH8yLaVtTL4+/p5//+FtkYnRM+/HPvh/5GBY4KFwyRAqf8j/HM9aQGUAqmFSkh0hr4Dhj3dOxN/lUH/RQ9H6gVOAmP9NbtLPQF8ugApxIXF7QX9AWt+7UFwwV3CUMNBQCV9Hrhid2p7gf1rwlVIlkeyxKi+Y3m4+4O+LkFghFFDJ4ARu5k53Dtk+yr+YgLlQvnBwT1g+y7AFwLExL5FE4Kn/u75//gquyX8hADeBxaIWwbvAWa9Sr6vvouAWEHVwLd+3PvffGU/eH7XgjpG7kYTxN+/zTu9Pa5+7QEyhP4EhcIiPb864Dt9eg89rERYxpMGgkQ3wMFCU8FOgfED64KDP7x6D/gY+Zu7Cj//xdUIz0jEgq68EfxNvBR+VIJDA0rC8j7R/Gg8cDpH/R5CVcQ8A59/2bxA/k//rcF6RSCE8oGreyC3sPfsdvn7QcRVyS7JyQRwPji9IfwafQ3/zED9PtI7aHpTPUH9vAFEyFmJckbXQMy72DxBfrMCZcejiPeF5r7nOzM7krvQ/vRC4ISURb7Cfn/zws6DkMP4hJSBq3wmNqP2MbpYPW8AZsO2xGqE5sGW/gq9vDs+e3/+GD/f/9A+rL5rgLj/Ov5WP32/MkB6vvb9Mn5NP6EBAsRHRhKDgLzg+XO6hrt8PSMBtMPiBehDhD+J/0P+x/9AwouD+H//u3/8UwBOQ4KHNskByRgHpAKjPXw80D2YgZUHokpbhzMASr3lviY+AX8BgHG/3P+SPPW62T0KParABsJqgPw9eHYbs242bvj3/akChMMIQxYASfswujy52HmJvcFA14BR/aZ9Kz9LQJoCvAMHQYw/UXuJeUE9Lf/IwunI5wr8hnV+vvqh/AZ+bn9tAQdDtsTgBLpE8MaFxZLDwwNTQYc/L7yOABPGx8mYCkWJXMW0Qsi/6/1nPaa+Kn+XwzUFuYaoRSkCI/5Eed531Xdrt/Q7vn0ufMz+3f40vjh/SX1OOYq1fPN/Nqh5yTxe/6KAWMD2f908nfrW+Tr4rzxkgXpDnoLCgzuD/gIgf92+kf39PiW9730egBXD5Ig5TG6NAMjEwl2/f/17vNJ+0wGTxATGzcfiRYNEFMHEAdRDsoQWA7mBhcI0RFWFnUdBSINGFoSCwMU7R3sh+6w+M8NhBQdDRMADfPD7CblWuQl6C7hWONX6aTjTeoh99j7g//I9mvmctQ5yfrM/NxG65b3/QT7DX8HrPfL897ztvg0Ak8FhgDT92H37wL+CxIWRRc8DQsFAvjc7JjwvP7rFHAsdjMaJkwMJ/4X/MH31fwuAVb9uAgjE6EUuCDlImYbExmMDhf7zO348nIHLBsNLe8uLiEDGn8MrveB79nrZvMHAzoEBwFj+wr4Uf26/Rn2wuiW2UnYOdzs3q7q8/jSBHgJc/7B6NHTtMq0z+PY+umf9k73XwIMBn79lvqe8tXt0PKY9BrtrOVd83MKNxabGEwNZPm384LuZ+VR6x/4yQtrH6Qo4ST0EXcHLQZtBNAHSgbuBOUU5x+TIPcpoyeYJN4hWBTrBqH6jv5UE70nWDWENUMpeiK6Eyj8D+5D5/ruxvwYA2EBYfu7/Nb/UPpD9W/p+tn52j/b39r464n5ZAAdBTv+EO1h0Y3BC8UL0njmufJD9ygCOP837IvhlNs53mvj/+Sq5krjaOqc/D8LRhcHEMv2eu0B5ADZa+VQ+bkP1ilMM3Mq/RMIB4wHRAgAFGYa0BrgKKEqKSXsLicvki3RK/seGA3E/P791BK4LHdCSj7cKcEbtgaa8JHusfPF/k0Mxg9DDYv9sPNC9ULz6PTg6zLbsN/P4SffOu+B/tgH1wW99zHiqMa1uiLDmdN25xXv6+t27WTez8kRyM/IeM4r3crlyeXi3CLd9unf9/0GggJL8OznWt882qnvpwf2G84twy4sJTQRVwoqEXIcfC18NPQswS9oMfwshzNKM9YryiidItUVXAv4EeckDjYARIc7Mh+GEOsGYPp1/1QFGQpxFDAW/Az9/Kb28/mB/C75SOjf2LfcfuVm6DD0Qfqj+hH1D+Yt1/DDt7yexV7VseSm4bLSWdC8ydW8Sr0SuMG3bMTz0IPZzd0I5B3xKfqt/bL0DOVl5Z/nruuc/jcNPxwTMhI6MTHpHeYSAhk8InoyzjroOZBFoEvpPUA1nyykJdIn9SSdHGARERRrJUo33EP7O+YgrhJWCAH7Cf3XBugUzCNHJ9kbuAV18wPx3vL89nvqtthi3SHmAOyF9CHy+el55qrYccqVug+1CMI40YPjR+T/0LTFyMFnuPy4nLo8vovO/9sj4mXcQ9fL3yfs//Vw8c3iRebt8p38XQ8VH/4nKi8VLXsjEhXADsMY9SwsRORFUDfvM88yfSm3KOUt1C7OL9Yo8R+NEYQOaxxnK2Q39Ss7FCoMEQ79DMsUHx6PJossHiXBFV7+FfPG9ikApAtwAtfoGuPE5+HjU+fX6nro8ehE42fRoLurtBnCgtas6aLjVcgivl++NLqBxg/Yj97S43vh+Np90Q3S1eKT9CkGGgOd8ETtkfUp+X4EGhIbF0ccZRnYEjMJ8QOBCGQV/idWL78mxCU8KoAlxCJ9HZ0WQhoWHCYYCBPiENEVNCCCLscwGSM5GmsUXAmnDgAYOCCJLQsx2CtkGKH/0fOm8p7+dQvNBLIDlwEx8svxJfKw7F/uZek43VPLob4Uxz7Z0u0R/n/1cOmZ3brK0Ml+0VrV1uMG7lftres95dTkZucK7ePxKOuy7P3zvfjlCE4RkwkvB0gBHfZp7Ink5+16/PMLAx+SHY8bTBdUCKkH+QcQBNAMOBCXEscVJxHbFzceYia2Kx4b7xCQE1kKahYpKCsnKSykKLYbQA4w/DT25Pz9CQIYRBKHEvwVBw06CfcEIvgG9AnuB+oz7CnnC+/d+SsEWxGkCjgBmvjX42veb97+3Jftwvmt+7f01dzxza7LtdeG84D7p/1U+ZXjQucA9H/zQvrr9W3lNtWHxUrJhd6j/fMZYx9MGywRofco8oD1i/DE9Vj78QTsCG7+jP4MBaYQAR9AGpQUBxTrCMURvycMLrY0KTNYJ7kRfPLT51v2bxImMJ83ujRQMS0fGBt7Gj8JzgQzBZ4C+v4E93X8lQ6uIUUvsiMYEXgBY+tm7Xj5nfz1CKQOugYL+OPYXckXzq3W+uNz42vjOulZ56XusPWt6ArfXtqk1XDOd75RxEnZqvMGCugHUP9v9PbgaeHK6nvny/CuAlMO4Q7c/sX3EPyiAK0KKwg4Bo4EQP92DfkaRRalFu4YJxR8DCb5s/YmBxUb/i7zMxIzEy3vHhEi0CaiGAEUyxl8GwAa+grBBXoP1BuCKEwkURlAD2H/DgF3ChQC+AKKDUsQJwjl7bvcId1c5Nb0if0Q/v77Ju3n6q3sQN+I3svo9+n64zfQPMnB1YrjpfXa/Xv8IvRa4Wjgzufj33TltfYHBAkEM+8L4+DpxvG+/fsEBQl6DBEAcwAXCIYCEQX7DFAOMwif78Dho+1FBcMi6y9DL7wo9BUoDmURRgnaDp0gTykRKlwbyg/JE80bQiYLK3Eh1hZXDIsM0BaBEKsNyxYRFC8Fb+i41yHgcfApCq4XkBTUC9T7zfRy96ruXu1+9wj2lfJm5uXd2ejT8xkAxwT1/XHxeuH73rPn7eXT67j+Z/2y87PggdEV2V/me/Uf/7//9f4A++T7lwAQ9zPxG/qs+7/0V+g05KT16wimGi4kgSDBF/wI4gOVBnIAaQIsEYQXFRhmC9v7BQKFCokVNh4hHt8eUBhmGTwcKg43DJsZ8xk5EZ36puar6nTzgQZhGaIeIB7cDlIDjf147s7vTgI+CkIIdfrR7MXy8fkoBnEQWw3xB7j6z/OC9mzv4/IJBoULkgSR8D/djeHH5TDqsPO0+B3/av9V/hr+PPCr6DLvbe6K69vji96h6YTzpv6+ChAPIxFgB6j92/px7sjv5wRtEXcWngg29Jr0v/T5+MIEYAl3DUUKVwlXD+AIxgzXG2IdWBfj/wzpdOxW8ggFoB1UKYkrfR1ZDeYH0vnq+JIJOhCTDRf8oe0a9kMC0RC/G7oYJxEY/Wvx3fYT+WcDLRrTI7gabAEq5cjiOOnI9MkIPxKwFe8KLQAKATj7s/lbA40AKPBs2sjIhdQg6VH/ZRMUFlUPMf2l65zp0uQO6F772wTUBOj3/Ofr6mDwDvYNAzQEFP9A86rtOfpNAC0INBdcF3gL//Mu3Ang5OgL9+UQ3x66IB4TsAYVB7z/w/7NDZUTOxMVBnj3Xf5mCJkTuiOEJgQdfgfo8gv0nfWyAGMZoCS3IecLYPWw9If5P/5VDBsUURNTB/wARQr3CFcINRTOFOgJ5/Mi3e7hHvA0AMITtRp1FVwBnOwj6W/ezNup7cL2Wfx59dnmN+wu8ZL1CADH/7333ecs3zjtl/H/+pYVNx5+GAb+6tvJ05zUAOKX/vQQsBl8EEkEkQOm9X7rH/di/NMAW/x48C767wU0E0IkeiVLFsX83uqF8C70ywKhIT0xfjfqI+MByvFX5bPnF/2vDgAahhQcDesQOgzDCjoXFxoOFeUBmeiw5xPvSwOiINYv3yryDf7vc+db4P3lpALKGAwiOBeJAFT30vFy77L29/iO8rLh0t3R8cX+DArwHO4foRSx+fTYvtEi2lLm3PhkBlwL6gNS/cT6Le/F4hzl4OyE9V/3aO+W8FT2of0sBKYH7AC/8ofrUO8p8PrxMQT4Ft0hfxqsBbv3IPPf8Uf2sf3FAhsCOAZzEbIQmAoMDZkPCg5eAivv6Ohd75QDLBlkKFMnzBWkDn8Q1Ar3Ab4HoA3BErUS+QtfDhITKRmvGM0U+gdk8U7or/PTAlQNIRwMJZoiEQ688L/gcN8B6Qr2OgG7BeABigIoCfoGLPoK9OzvI+qB46LaUN0c7Q0C8g0WEFEBwuT706PR2dMo14Tn8vu2BdsDy/Qu6LnmfeZH5t/p7+av4eTpVPwJC6QNdA/jCtj/kPQh5BLhGe/h//sM0hiuH+cfXR/AG0YOyfq49UL+BxDiI4EngyY5JugjYiKcHSIZ2xNDDlcNIwz3EC0lKDXwOzYvJA8x9ZLotOx1/EoJARTjE4gWJBtqDgf8g/JZ7lXwMPTI7DTrm/Fq/YEI3wvoBkzzhOLV1mDHlMN71sntygCuBZT0WN+I0pjNa8unyzrM2s562oDogOvO6a/yHfrB9tXtGdhhyiTVju5nC6kieCv+IqMUNAh/+L/r9fMeBGATTh/uGXAXHx/tJDUkSR4hE98HbAfBEbUblSO0NklD5UR7PCAhXwmkAdUFNBQqJqoyWzUTMtkr6hzHCMoArgA8ANv+ffIE7wH6+Qj8EY0Q0ANM6yPXYc2yzUbYSO0aAfII9AE46NLQb8yj0EPSI9MA1VPV2Nvw5AvlvuMm49/eR9k30UTD6L34zMnmQfj2/xX/4/aW8eLvfeyP6Xjx8f94D+ccBRnFETwTaBqRGk4TKwwfBFgJaRbeHeIhmiuUM2cz5y1+HN0KjAn6GBgpdzF/Mn8sSCoXLDIlaxfRE9UVQxppH8kbVhofHGUfIiAPF9IJYfjZ7izwTevO5TDtSviEAaEBKe6D293RFdKF1aDZ8eE84pXjgOtt6T3iseCZ3R/e/95p03vN4dcd7fX71PuR9urqEeHN4EXbG9Xk3WzqRfq3BVv92vLc77PzuvUe8wHz7e5k8icI1xdkHeYmnClLK7cmvQ/rAigILxf8JxEyyDkHNRQo+x+rFsYNLQ59EJUZLyKsGVUTHRkfJ0YrsSEEFD4BivSZ9z8BwQ2mHTYkVSYJIIsG/+145qXtH/Mx9bz6Yfhu9SP2QPIY6NfgntmV2NTYds3jyuTXlexI+N7z1+yO3rjUXdgd3wDkTuwE9EP/0gWR+c/svOf26h/stOcq6mXqGuzi+YcDEQOaAjX9+v1FACb1R/NV/kcQDR0OHdQfPRpRE9IWmBfjF/0cgx2OH68imBbRDFYP5hscIsgcBxiZCN789wMGEDQZZCCdHmQZzxENAaX2q/qOC4sUBRH9D+4H5wN6ClEOpQzKBh//7vqb+FbtFeUG6vT0sfpn9XvvHuI32jXhvuUj5Ivm5+ae7Prz0Okg4pbh5OlL70zq+upQ6LXq8/hCAw4CW/4z+FP3vvz681ns5e0d95EBOAKYB/EIywcTDeUHoPt3+CT4RwBlEKER4Q6xDrERkhXtET8UKQ8uCR0SUhbgFFIbmh+FJUgpqBVuAsH5SP/nCUYPfhuOHowblh7xF8EIMP6z89PzFP0/+Cj1jfxsC+0XdBBdCA/6tOkk7o7wru569V350wCUCfn+eOxK4D7hSudD523uSPNY+AcGWAij+nvtjuCC3ejnVud24nblLPaNB8wLrA5JBjL6mPom+E3vP+0X8EP9eg4RDaADz/2v/+UEfAFBAwYCcAEdEGoZnhYPEaEL5AmmD5UIJvx7+vIEjBFPGO8iNyWAIIwgEBqJB/n4YvGl9GACXAWvA2sJsxYdHS0SQwho/CH0K/tBAM/91vkd+XH9QAY+AfbuveVZ6+X0UfgH/YD/oQaCEWARrAPB8JDjVdxG42LojekP85wGrhRdEWMMwv4Q86z1u/TR7Lfk6+OS72EBigfzAHv9Xf2j+iH4zvk5+0r/cwvQEnwPugehAJr88f2s90Xs7u46/YUTKCSLLj4rhhvOEPUFi/cJ7w3sofFtAN0EZQRDCmAQtRQyEeQJ6QGH9rv3mf5uAdIL9BEJESMR/wVO8vPnc+iQ9NwEoxOoGj4WUhDTBYX2zPBu7E3om++V8Ezvq/g8AsMMBxIYDtgGrvVx7w7xKO7L9yoAnwajEI4M2QHN+eLxm/Gn9Qb/SwmpBisFjQLX9zr1APah9Of7JfpO8fvxZfUZ/9wJzhFyGO4P0gjDASLy/PNj+a39YQvHCu4CsQMOAskFrQiXCOYJAv6e/BUAa/n4/XYCzwFBCToC2fNP8ZrxU/ztCt4XnR2oEywNXAgn/MX/aAMBA6kMIQXO+U774/3oDIUaHB2oFBr5/OuH7jvyNALJDNsJZwdP92XqlO6f9Ib/MQbcC0YLXP7M+9ADQAMRBT0BYPdG9BrpgOTL7eT4pQXOEFwW0BGG+vLugvC47OTzMvvb/+ADMPwy8cXyA/keAV0HLAvhBy365fuuCx0SORakEMoE8P7V7zrmlO1q+coJphiaHesa1gdv/cIESgByAOH/EPxcAv//G/5gBVoKjRAlF2AUGQ8K/jD5lgX3B+MNYg2uBzUGafff6Rvp9urB9TsE2w8gE6oGoAHaBlL9uvgV9tPxWvad8AjsvfGe9j8B6BFIGhESffmp77n1i/SV9xT7yf4gAsv5A+4Q7Ensv/FSAd4MWxAuBIf/RAdZBuwGnwNn/+cA7vhB7rrwiPbiBsEdjCeSJTARSAQWBsr/5/+sATP/5QIj/s31/frg+3YBCw9qExwPhPkr8cP8wv8ZBL8ITQR1Bdv4o+VY5pPnnPF2BzwVxxtVDskEagqxAo7/ev9L+Vn7FfXN61zyevcUAiYWgCFUHfsELfRT9GrzMfltAlIJnA4kBPDxJ+6a7CbykAJ3DvkP5P6V99X8m/4SBBIHWAGG+6TtCt7m4I3rc/71GVoprSXPEdMCCwAG+lz5dvvP/A0CrgAW+z3+bgCdBawSBhiqD9L7oPDs9eT5af8NCAkJgwbW+3roXONf5YDt5AS1FXsXOA1tBzEKcAfpA+4CtPwk+vj0cexU9K39KgleHkMmrxwWBin10PIo77jxR/rBAYsJEAgr/tP7rvkZ+jYJpw/GCBT9HfquA+UFeQihD+EM5wV296LiN93m34PriAZGGrwZtQgF+s72xO+u7Mr1ov7/BqACd/UQ8vj1E/+NE+wechT4/v3w3vJV9Fr9gA3nHNIilBmsAc3xZ+os6iUALBKfExIJCgH1AUAB8P/zBRsMIA/fA/bvium67GP43xGsI/IfFA0R+Q7wluZS4gTtM/xyDj8Spwet/xD3ufAQ+ScAhPxK8zvwnfkB/uYASQxJFoAY+Qrk7FzeBtrW4O//ABqXJJEdng6yBHf05eW/5gvvd/3r/tj0tvbh+g7+0Q4dFHkJpPeg52LvovjABfIbES0gM/QhXgDY6iXiUOSs/5kVih2aGI8PdRO7ETIPYRK2EoUPo/+M6oDmxPD8AFsZKimOHG4Cluds4arlretRALcRPRmDD337ju/46mzlk+4k9yXyO+kN5if1ogKTC54Vqhh7D8r23NY8zCbUu+FgAfcX/BggDdz7BfYy8kXvyvUf/t8FMQNu+Ij5xv+6ArMQIBhOCx74XecN6Qf0+AI7GcYqTCxVHFUCifVj9/n53Q0zHkQbxA6zAboC7AqDDU8U8xUlDNj7eOZ55SHxzP72FlQpZyjNF/4CMPf98RTyT/3nC3MQvA2Q/3X6g/wc+lsI8Q91BH3uyNmh2B7jKPP+COkVaBOm/AvXvcj+yujRtfAeDpMVYg0U/+P3IvM38VX2zffZ90jwUeGW5nb0owAZGT8n7Brx/hTg7db82QnqxQbPIasw/idaDQH7h/Hc6fn65w29E4YOMgP0BaANdxhbKpQwbCiOETrwf+Yv7Xr5wBttNRw1hBuJ9bLnXuEa4674Nwl+FzoVeQO2BUsLQwqeFH4ZQRC7+org1OGd7l4BtR9BKzQn/Q4p4nzMjMZjzV7r8ATWDGv7ZuTr3tHk6+rq9PH0o+1J4p/R6eDf/LIPKSLJIZQNz+2P0E/RFeGQ8r4KXBifHqsc4Ap7Acn2oec27OT2x/ug9xv0HwPYFFsdWB4yFGUIhvyJ6QXpbfdiB8cilzqXPrMnWQ1mAbkA9wblDkYVlRspHYEUdw8YDsYFEgjrCx4AdOZe1h/ho/tZG4UtMzBlIpYISOYF1ZPZMOQ9At4g2imtFhT8XO636yzzp/Y89eXvAuNi1k3XY+Zm86IDMAxH/kTd7L+JvoDTHPXQE/AkTSZYE7jzYd8m23zc0u2CBaYNAAPd9SD3qAIPE7wbARdMB6LwuNkO2EPt6QNVHqM0Hy82D67tauDy7WQHQhd1HP8bJxkqE+4QRRzAHTcgxh7uDhEAPP6mDZckljLrKd0VzQIL917stOWB5yLp5fW2C4QXvRm7ElEGXf3i9hnz5vNl+P4AsQAt/A799P7nCeIQ8gIr59fPO8mX1RvqDvrZ/8n8cfV65WLXIdJ1zxzdG/GI/sb9Lfyy/8MDcQkwB2cA1fV17m7iO90V6vj7ERe2LIEpaxJ6+LXrX+qt8sb9oAYkD18VxRJ0C14KIQYWDuAZ+BTFCG3/JgPcEV0khjCuLrwiDhEa+nXtVfMdAQgbijbjOfgkrAr7+QL1PPQf8obw8u/C9lP5zPtgCakQMhmKG98KxvJ+3ybfIOxMAZ4SqBXQDqsAMenp05vRx9Ox4TP0gPc17frgft754cnrafH/7ArmJeEn2V7d4/D6BYodbipWIFwDKuln3TXjA/g6CYcLOAmXBdj5avJ29wICvRC7Gz4YEwbs+p39nQwWIEYlwxflCOADBv8G/x4LZRx6LKAxTSSfDXz8MPqoAp4S8hp+E1QLOQogCBYE0ggHDlkVxhssDeT0LOG53DvtPQYpGEkSTwQ7/Yb2K/R/9xD8twWPDtcFcfIL5mLmAvFY+8P8tvDH4Jzcqdct22Love3S9Ub8Xvg852bVptco5b36nwglBt7/wgDb+i73lP6PAlgJLQrVAtrzlOcq7X76DwzQFNQK7QGCAR7+2/4FDP4SURxRI/seORBE/tn9cQjfFGgZ+w6OCvwROBEHEdcWkBUOFfQVng1f/iHuh+6eAJcWkiRtH+YUUQ9Z/Y7tgu6c8M/7kwkGDlEHzPkI92UDIhH4EpsD7vJe7xztmO+9AKMI7gxJC+L7Veb7z6TMedpy8a8CAf/887ft197z0wDbCeJq7br6ifyo+IDyw/o0DQIcTRsxAtbrAeOx3pLmkPwKDasXgxkhDJ/30OQv5Zn1QQyVHMEWARD7EesLiQebDJgNMhG8EjkOLwVJ/LQEehWNKzo14yPoCw783Or75H3yjgG2FZcnZCxDIEQLNAFSBGYRHxfqCSn5LPBD51bpof+/Ew0hdiNXGJ8A4emk6N/2VxDVHaQPp/de6MbYBtG83Irkd/Dz/JX/jfeF7k7xzPm6BWsBieZ9zPTI18qU2Xf4Sw2dHC8jhxtaCbX0+u1n8j7+lAKg9OPp3+zX7p/yDv0g/On7rv3b/qoCYgQTEdMhES50LY0RbvON6tvocu9XAi8O+hxWLrMzUy7kHCAQ6Aq7BgICK/Qr7Qb6ygM3DVUdMyEZIvIi4RtpDmH6tvPA/KcKThUTDOH9Rfxa9VXslPPH+jEIxxgmHcoUPQDZ9LzzUfgK95nhQszpzLrUy+Dr+IsHdRHxFKAHme9V1mDPPdp67Zj7A/Ws6pvx9fdA+/gAR/3y+40CCAUQALjy5+2s8qf5Dfx27JjdF+Gn52zwOwERDnEakCaYKvYfBgs9/5z/mwllExMJO/0pAykIxw3UFxMa8RiKGbUW1wwaAWwBgQwKHeUomh0aDWUIHgSn/uMAbgYBDd0UiRjjDyAASfswAroQdRpMDQz9JPod/Jr85P9EA+UD9QGG+L3mM9Rf0mXetvY+CbIBdvTb8FjuRucI5izqxe3e82H1CuwW4pLovPmbD4Ebwgcp7TPinOHX5dvyaP8+Afr/7/oG7N/cGd3N6fr/0w8ZB4X7OvyEAv8CFgjcCtQJOwwmDK0HlANQCg8UoCV9L/odEggw/lv8cgG7DhAbEiFNJb0lWh2SFLER+BDIFqEWzQQn9c/2IgUrEsYb9h+SGZoSDxGIDJYIYQwoDiAUABdrBhb0ieWg3bfasd2U5ivp0e1p9NjyqvMP+Wj6yP4z+7ziQ86txWLI+NjY8P0FiQj6Ahj87u5r5t3tMPYuAU8ISPkC6yrgtNcE3Yvo9ffH/R78t/uV8y7yHAAiDcYZNB8hDdT6BO4e5+jwfATxG2spJS0pLoIg0xRhG9gflCrTL1UdxQrt/mL3wP8gEXMjJCg9HoQUQgPl/BMKXhteMMk5XCdPEmEDVvah92P/RAk9DaAJvwpSBPb/LwhUCbYLJQa46/7TN8ZQv8bNsOKB8qr5a/Ev6z/a8tCP3FbmJvQJ+o7qCN5S2LLZg+r2+pUAR/bQ5f7lbuZM7qAH5w+PEo0H+OaI1E3N0cxz3RfwRf6uA+cC6gwJEY8OgBW+Gp0jWiO0D3kFlQTIC38fXjMTQBc5qiQAGh4MJAJqDiwaUSprM+ci4BPJDDMIlg+NF0gcuRQ2CgsSNhepFUcezSJgJbciQAYF7qXhh98/8tQNZyG9HUYJ/PzG70jetduj14/ac92Cz3/IAco7zEveDfBn8gznV9Sn0YDSMNYn57L3OwfbDEz6OOiQ3d/V8d0S7z77DPi47X/sp+mg417quPUS/2MAmu+05dvqG/T3Dv4qhjrhNDwhJxd8CjoBWAZiFtAofTbbL0Mjdx/HHZgrcD+rQsoyohsYFAYPtwoIGSoqdDSvMJ4Sq/Nk5n/jqvqeHHMtHilSGRcUZw+1BwULSw9OD2sHwe0W3bTb4N5U9TIKRQW76+7HfbYLsUSyrsny4ZPyhvTG4h3TkMsOx7DVHumD7SLiFtSH3bDqNvGp/icDMf3i7SbPXMPWyz/Zf/soHEEncBls/RTxzewA6x39jxEzIzgqmxcGDdoM/A1XH/IvCDCtIcoNjxIjJCw4xFVTZBNiwlK1KXsIg/1d+lIOoCKPJgodJwkRBAIG8wLvCp0SLBQWFakKtQRlC0sOTx3rJvIV+Pr83RTWaNkJ4GDyLP70AAv7OuGdxxq+fLkDxevTI9GKycPCMcyv2KTc8+V46QzilNx0y0XEM88r2uPzsAfdAwD1HeMd4gjoHei79BsCkgYcC98DI/2vAhEF5BQVIh4aHAl/+LYA1w5OGw0xMT5QP987IieNGLodeCLzOYdPkkyEPngt+i4hMosrBzEIL/ghfxM0+x7uC/S1/vUYDC5BJkgRR/ZJ7Prrv+jG+VUORBjrGEMDXu465inf/+fX8VDm+9OawDvAbchRy4XbveUk3yvSDrTZocGq3rU+2FH8tQOf+dXkcNtZ2BbRJdp45O7rq/f58UvwDPr4/KcP1iC+FQAFS/NP9PwDLA3II0o4yz9hOyUfHQUa/Sb4SQtzJSYsYyzCJYAqPjgpPIZE0Uh9QGU1Whp/DGEYXiQKPe9KJTmSHcL8T+6z7GDpVvtMC/wPrA5E/KntNe9O7ET16/lK7NneG9Fr29zvZvp3B0wHmvW/4Ye/RKySsu+68tav7yftCN+dylnFK8mQxR3O29XN2oXiXN3h4Z/2qwL+E/Mb7Aoe9pXfnd3L7WP+HhvGMBkzICqaD5f6/PZj8s0EWiFYKwgvHSlUKkYy3y26LRErMCCiFa8CxfzJC9IaJjc1UmRNwTdNFmUBuQBOA80YaC6hN3gzohiPAGr33ej15nzuVeNw1gfKC8+k41zwRQNTDmkHfvhL22vJg9Ab2BLxXwyfC3b7+N2wxwnCZbeevBzNBdh+5iDi9t6a61zu5vrfC8IEMPN84O/aCOnN94IMlSAOIp0ajwKn66zsW+s+/xUiIjFeNE8oDx/gHY4UDxZfHT4dSRwiDfMC0A3wE0ok/DuwOeEj7AXk78PvLPJpCOwlwTQ2OKgddQWG/pLvIPQ/CLoKYQRm8nDmsev97Gn2egFp/9X3jdlZxNrNctRi8RAXmR4SECjqrc7ZxwLBe8+W41ny5P6P9TbrUvF48SQC5xbhEoUE/uk/3r/srPi9C8MZbhQpC4PtpNXj15bbqe6DFJgl1SNGFUINexY7GzsjWSnfIukgeRLGBCELLwrUEvIiFh5iCM/u+uTX7+X9Sw4cHzQoHipEGFICWf0I70fpzPea/sL/0PdZ9+n8UQFYAXX98/el8UTkzdiN2yzhFPaLFukhCA3u6GzSq85g1xrkLPIF/w4FaPdj5vHiU+CW7H0CKw55BC3zg/KPBQkfoDQkPGk0Qx8D+wzdfdUQ2OfpzwjuHUUb3gU0+bj47wL+Dz8X4xs3HQoU9gxaEyMS6hXOH/Qc6gtZ8vbiAeQw9NsJwRpGIkAbxATg7ynu/+xb9RULzBSoCu3zcuXe5yfyK/l9+PPzmu7E5Hjb7eRH7ev4SAzODZD+mezG5tXtOPZH9lT0BfSy+7X9cPWA8jTn8+TU9UwB0AMfAHT8QgL+CVYN0Q2RD7gRPAxR/+H9nP0fC5wkFyvoH/QKs/9cAZUMUhS1E40THxcvE5AJ6gST/FgBuQ4RE1ELkfw+9gr4SP5vCuYR7xQxGOALhftC9+3xkfgwCXYNZAYn+f7zCPJU8ffxXO0z6KjnbeJd2zLhKuT07/IGfA2PBq7yQOSQ3SDeUOU+6hHvqvhf9/zrsutD5/zokvlC/bf5WvdN+m8IWhj6IlMd/g+HBwT5e+Y85tHqhvoRGZgkTyLDGEcNJQ2XE8YZ2R7mILspRS35JfIkkyAqIFUnHx7JCeD0Fuqo8jUF4RV+HPoX7BALAHLnjOG/5NXx5QrJFDsQsgXP/un80f1I/erxSOXy4E/dV9lm4vHphPNTAJ/80uoE2RnS99YE5ozvKvFE7vzw8e1J4sLcS9le3e/prvEo7Z/rF/DF/RYRJhr0ERwB8/Z28r7t1/XOBTEZpi56NcIr+BvrD74NPBbMHCAZSw8ND4oWmhuHIb4g3x/9JFwj9BfMDdgRYSEPMbc0NCcVEqQFLPrn7ePu7fER+9sOPhu9GKINmgfKB5wHNv6C52/UoNGjz4DMwdYN353sbftI/V70Q+Nw3TziS+28+WH4wO2e6gzfs8yhw+u3PLniyXzYnOQk6aT0CgVHDx4VhQj39qXyDOzf6HT5aQe9FL0krywoLMgdchLfEO8XkiVVJ6YnvzNSNPcrpCq9Ig4ebR7xGE0SIgkKCkMZXytFOGEwehxrENEAm/WD+9QB3Q55H4AlTiE3DgUAO/wj+QX4pex+3zLgZdyN1+7h9eVH58Hod9+c0y3Cx78X0RnoJvnw8uHint2+1IzN/9OU2CLinO0B8mbz0Oly6235MgmiFuMNZv2j+qj4D/kRCMoSXhzjI9wiThrpCMoDignmFWMpGio9IDogeheGD7YXHRoAHrsnZit2KSIbJxX0G9spwTnsL4gYDApF+CXouu519tb99AaJBA389erL5YrtK/s2B4H9Quuq557n8eR07gjyxPGT9Obt4ePe11TXneX899wEGfsp6DTgzNvc1wHg0uTe6Yj3/v/aAzr/mQA7DdsXqBvfC6n5avlT/8cDXREaGJUWQBhBFBwQWgaWAuYJXxThHYwV3ATiARACoPpc/Bf5nvRG/wYJzg90Dp0RaxrpHM0bgwmY8QbsVug64J7oA+5x8gwDnQviD0QIVAGUBlQMdBFHCPL5Pfl49wTuG+8D7fDsLvZH+o3/avtd/NMNMR0lKRAfrgQE+6n2qO6i8/f1e/ifBq8OahDUBDP+jQVcCs8QlwYV8izx+PVn9D38jfyg+jMAZf5n+/zvaOqG9ooEmxLHDJj2Fe7/5/TeTOCT4HLi6u4S+Hf+O/oa+eUI4xVBHmQSMfeS6w7sB+2Z9yYA7wSkDskVeRZAC0kG4g+IHVsswihiF98TzhQJDXgNmQ2DB4gIHge1AfH4x/e4By8ejy+gJnQMlf1m+AHxQvH59WP4xgGKBl4Ervl88rL4SgMYC7/+sORS2Svcht3N47rpFerr7NHqMOHs0gHPQ+Ch+mUS3BAp/AvyVPDH65nsivCe8Vb5W/8KAWoCJAmMGxAym0HsNCcUz/0N9y/1uvtQCXsRJhrJHHUVcQqdBZ0M+xkYJ1IiuhCZCNcMZQ7NEIYTKwzKAlj6mO+e5/TqQvo+EYAjlRvQAATtn+Q/31rhk+lW7Xrx8/N173/sXPJU+pgD8gca+J7ej9Ac0mfdjPA8A1AISwY9AWr1fu5Q8h78kQ2mHlQetRBXB7YCjgRhCa4MkgmsAlMBLwASBHES2yBDLRkwqh98BwrznOnj7A/5iAtRFTcRWAwBAr31D/oP/4ECewg1/NDpAuRe42bquvZOBO0HgfzF70HertHz2ePqJAEIGW8WWQRa9DfiId716bn71wuzDzgR5ApzAx8MlhfMJ5M0sSMiBUzu2d3V43L7BhX8J/8nYx9ODt/5wPj6AjsSGSY6I98UZgymAID9KwLEA+gBVvIe5gbe0tZL5QD/IxeMKXIb1/nf3xTIg8Yt2cnthvy8+T/yQOUr1UvWzd2u5zHzAuhS2uPefOglAaIdSCiLHgf+euZF3BDb/vLdD3cnXjpCNBkn0iH2FboTgxmiH5AhmhiAF74ZkRUnGrIiJyhOKH4Sh/o99B32CweCHz8wsDGrHEEGm/EB2lLU/d5Y8IIEagXM+4T7Svcm+ID9F/c66ArPfMKtxLPHBdWV6Hn3TwEB9JvWP8iCwLTIx+Ea9yP/5Pb18RfzTO4d8P/3h/7OBuIBz/h1/78HnBd7MT0/KDvaJngTnQrCA5MJFRxEL0RASjzdKgYiwheKGYckVibfGmcIxQAPAxMDpwruGTYkpiPED67y0t9r1p3g/fyGEowUdwfp+3fx0+Mu3RHiletk8AvncNYN057WwuNV+J39S+5q0UDAGb55v+TSvPKHDegdmxNF+GblB9ZD1kfrPvxSARX/9QRJEG8UDx0DKHwpWyRpDVL4Evdm+84SnTa/RYI6jhpvAkD5Zu5d84gGPh15L5ApQxvBGGoP7Q7dF/sTBwM65//dNOkm98sMcyE7KworAg7r5yrVyMrc2bX4FBCaF2gIjPys9lvpPemu8FX28vxt8LvjeOki8wEFPRTKDvb4UtRJvwTBPsn95XEEyhjXJoYXEP0z7w3kJ+e/9zr+Af4i90H6qQb+CrgTnBhiEWcHifH/3Prhf+11B7ApqTKxJ4YMTPbt61bgA+bB9T0G4RiTGQ4TYxfgFTAayiS4Gk4IDfLu7en/Rw2GIsk0tjShK8YNz+mj3n/eQPHCD54c4hhpC/wFDgg7/iH6Evvy96n5dPHp6lX3dP9RCj4bTA7v8tPR3MA0xnnNw+Hr+w8MwBIVBBDrRuGP1cnZAe6F8lDvZukm7E/4Z/gy+jv/aftL9RTjBNWY4DHyVA9IMW85JS2PE9/+Z/ro8dP6rhLCJVMyjyfvFLcRfg1GFJsqbSnTGf8Gvf5AB10NchgTKWAs3iGrA4bgfdv+32r1cRyXKCAk8xOZAlD/q/Xu7wr2Lfk2+1zwLd5m3kjenuf0/Oz2CeiN08bGwc7u1Tfmd/4tC6cMK/gR2gjR+cwV22P81AqJDSAI5QPmCbEGwAemDv4LLAYl9zHoR/Fo/moTvDEmNqQp9BGk/b77Ifq0AjgZjiSpJzUZ1wII/w3+hQUSGAUVZAnN+5/2fQcUEOkZ1CF4Gw4OwvMK2RvX99sn7FYLaBRaCsP1yuGy3o/a+t2I7D3z5Pi28f/ovPIA+hsDCBNODTj7ZORg2Nfk4vFNBv4bESM8IMELVvD06kfrj/pjGlonJiWrGMIKsAiOAu0AIQdPB1ICe/Qs6eXzcwJOFC8uHC13F4H73uOl4HDiAe3CA+kRkBQKBfvscegB42nkd/nFAAv6Ue465pnxC/jO/M8GZQO3+ojputQW2LzhEPLiD3MbGBOf/5fqDukq6u/xigmcGnQmHyEQEnERfQ7nD5glXyzqIUUQY/0VAssKHRZPJt0otSIkDzz1ne5H70D5dxYmJSUekgvf883qUeoS7dL6qQMpA3j2BeKt3q3fEeioAH4K4P8D6IPQdc5S1K7hVPoKB0gMvvgb2vTTs9Hb2o/2zwXzAO/wV+D04Zfsy/uGFHghtySLFN33XPSU9WAC+iNDMv8uPxl5AL79N//9ChEm3zQxOicu+RacETMPzBCxJZovCyDyBTLr7ux696sAjRfQHJkZPwhN6TLh7uGM5e75Dgj2Bfz5neuk5kHj9+FX6z7yyvOI7O7bOdnf3q/ny/prBA34ruGy0gTRVti14e73eBBNG40Rpfbv5Yvhm+MF830EfgmACe4NIhk+HgUdrSSMKW8sqR58AAf4efp7DbwncjOdLu4VYgFV++T21v10FN0pyTnVLk8R0f2u7znuY/ZK/mr2d+fT5FnrN/wkCcAUSxm1Dgb509rIysLQNOA++J4MCARr82PmkNsG3oTctOUX9Wr+Sf0H7hTtpO+U+uoI8gZf/6TpeeNV7P7zlAVEF94n5S9fHw4BTe/J5oHwdwUnGJwcWxZIErkZKiTRIecgsBmIFj4SLv3+/G8C3wWsFqwUpg1lAM/zbvYS92P2Gv+NDEscgCNeD1D5HuXL3Fzghemm8MvtKfIn8AbyXvnx/x4K3Ajy8XnW18JUyKDdLPcmC5kKwQV6+Wvzpe9l6kz4CwQKDrAWkARs/1r72fYgAsL+mf7U+Rb4wwNxCvwY0S9cODU9CS5YBuvzTOhA6r8Cjg2oGmEghhmPIJUTEgdmCLYGSQ4UDVz8IPL19Ln5EgQUDEID+vQ96x7iNeQv70T//hW4IRMcNwTx6GXbM9jn3bTjJut47ufzPvvD94L5aPnR+WX85fKt4i7a5eBM8pUEwhDvDrIFg/oK7qrqRu1/AKYUUByWIJwPfASiBJ0CYw5nDdYJxQqFAWMJaBH7EnghPSDRIJUcQfyr8YPvTPMkCU8JTBFKDP0DxwhzACYFwgkYD+gWExU6CBv7zvZc/HcBvQG7+u3uwuiH41PqZ/Lx+swFdgpaC1D4e+N13/DhcO3Y8EL1i/QV9Iz91fU2/cj/K//EC5cAh/rA8oTvigV0CqwLbw6cASIEJfyf/PkBuwAREEQSDBg4EAgBmPkv+c76JP0z+RL4nPzLCIoTBgqPFjkW5hu/GuIAr/mD8o333gQiCOgOCwot+SD7Evb996gCAgZBFJgXpwh6/HX25PSH9qPzR/Rg7PLmMeoi8nX9sQb/FYkYiBUOBkDsaOhe647xEgOWB+gFbQFl/2cDiv+pAZEHMg8NETIEi/xN/gQCwwWMAwwG6fud7FjwsPDp+V0J/hKwII8h4ggg9WvpLOuv7fzuuvW19Tz4y/siB9AEkQk+DFEI0QqL97HrPexO9usDoQPcBLAAcvBX9Q/1Z/cUB0wFdhj+GYMGHwXt9ST/dQAK9Z4AxOxh7cv5Xf/lFEAU3R+9IaoaTRVR/ln+JgMvA3UL0Az6BxkI5AJMCrMKwwKvCMMBhQh0/TrxEfvC+0UERALp/432cuZZ7fPvqvL2AIQGtBEQEicAnPND5y3stu4t5mTt3eYA4kHwJvdOAxEJqAbAA18AN/F15s7qofbzAnYEIAhZ/fT1SPqc+tX/UwjRCG8YfB9YFisWtgdTDWMLPgEfBXj6LfYjBSIKFBgOIFMaMypvHmES7AP77wH28vSE90UCVAPzA5QOMxIdC44FcwIFAnEIQ//a93L2GPxx/3r5dPcm7WDmouXc5bnnce9R+wcIgBLSDaX9Ru7H6ZfmpeYz7XHrxPDE/iQEQggxCCYINQ7bDEsAyu0+58Xzh/44C84SkwwEB8kEBQUKAOf8ff5FCjYUTxKbCZ8AtgyEDU8Iegd++f3wU/jd/pMDWgw8D+8YRh9ZETz/WfCu75j3lvhrAnQFEwDzC44MqAJSAFD6//un/sX35u1d6CX1SQK/Az0JNALe9ZD05/Gg7i/xH/yABUsWNxGvA3f9EfcU/UH29fne+KvzMAPkCmgRDQxiC5AMrw3cCOnxQOng6YH71AJSDYsQLgR9DDIJ/v/19yXxh/mQCIUHAAOTAE8H7gx/+w72nOg13aTqF/YW/icIeA6/ErAdYhSL/ObrJ+gA6zTuPvJ0/G4FRxJQF9QM7QD+8QXxTfLS/In42QH9F0UYPCCDEKQBS/ei6XT0DvCc8RkGTQybJCQpexskFb0JCwdR+A73ufZB96AHPA+6EF0MLQGq+xD/EfSC6ibmKfDiBw0PehlZEocDKPp26ZbfatcK3WbsPv5ICZ0FegCPAIoG3AID9f/t2tzd2Mjsqe/NAS8OwAzWFacCeuup4nrl9/GpAEoKhgybBX0GYAspC5AS6g/pCB8Flv0J9BH7Ogz6Gf4mByTAGGAHNPyb/Tz7UgKMEBwWpB/EHZYOSQfq/hb8Hvuq+D/4vfFs8yf/B/20B2wSVQ2DFe0CAes84dTXZuX19QT/twyVA3z6S/3m5zPmxOy75pf2o/fu7Nj1hvcnAqAL/gRk/Ljojtxy5G7p6/XODyQaRCYSHvMFYvdW6Kfs1/H7/IgHFAYqFb0dzBlFG1kTDRODD17+e/G86jj3UwugIucoYyJDDFH4Ru463CHo6frjDDokMB6DC/MGo/71BikRWv8m9XnXdcvy5iv1dg/KJbIcKBMp/LjdQ9u83ELsIAMOCpUQ7v+P+joEFPc38Lvrb+oq8cny+PIS984J2hfiG7oe2AnG58ncXuO+70n/qA8OH3so9x7GBIH1oeyO8bT6Af8kA0z7eAGFFFwZtxefEL7+0PyA8UHh1+eZ7YwEeiKAJ+IjOQp68MbwPOhU6QjykvvyDr4SLAxzB2z/KP6v+8bzqe493mznwf4nB5MUNxhsFiQYagJp5uzVzs+L47b9Shb8Hs8QEQ/IDXP/4/eB8d3yFAKCAar8fQBaAnsPIRs0F5oKa+ej3KDnKehc/uILYhqoKcIb8geX7xreE+Da614AjQhCAJIFQA1yDJQCWv6t/HD7afdt6ZfsofJ2BMcZOij7Hkv8LOoA4h/fj+f382cKqiD3GtAODv2v7ebzfPm6A40GYPSr9F4BPgDtC0oRIBYcGjkEWezn3XbcGvF0DqUkoChUD64C5/x67ZjvVvRD/UIOTQv6/Ef+uPfi+/IJRxAQDEfxM+SQ6b/z2//HDxUexSJkEAvv59pg2CvkO//bEnUZWQ4MAIQCWve7+kH8CP0NBxD4hu5x6sXunwYnGPYhehmG97foROcn4sPtWQFlEbkioBkjCPv6a+7q+QQBUwtNCRf3RPwiAgAH7Q8pDSESbw69+9ToHdiM367x7xHDJxsevAs1+tbvcec96fzs7fzlDOgNrQnj/Z/8BgJNC7cQqf9X6HXhkecs9WIA1hF/HogdJBFQ+cDjDNwG4H36XhZKFNEN7QLS/hj4o/FG9lr+qgbVAyj7b/fj+0AEiRtXJUgXhPoB5BbkWOLJ6xMKsB2pLhMo2ggy9R3huOXT/ZkN2w7OAbf6qfxz+3/4EAQGDjkPVgcK6m/ehOT08MYWRCrdHWsI7+2x40Lext5Q9mkMdxz5G44EIPM96BPpu/5PD7UKbv6m8/fy1vVp9BcBLBJeF3cSQPvK40HeOeAn/LsYQx3wFC8C7fkh7n/otvjjCEcXjBUE/77yFu2n7lcKghonF+4G1/Ln7RLqE/HDB+8b3ygPIJoBffHw5uTpygRSEqcV5AaC9Dbz5e158DcEURIQGZUQdvaA5yPl6e3ACr0eZRtnB3PttuaW5hXsdQGQDiEZHRG79+rs8eYm7fgFYhVWDi/7AuWS5bLuV/xGELoe8x6VCljyiN1O3mzn6ALTG5gZJA489yXzHPUc9QAEAxA1EDgKn/gA8UP3G/z0DwIcfA+v+23oiuUX7jX4zxKpI6MpUx5g+7brAeGO4QL6KQvjEcoKfgENAvkBLQLICJ8O3Q0AAlfo/uIH6ZTyzg+GIgod9AW37M7e4ONJ6h0BlRs3IYofcQFf8EjpbePJ8qwCQgVL/Mnwf/PC/lQFZRmiHZ0VcgMa4HjW5t1R5pwD/x8MHZELqPP/6PTqBvBFBNIUIxoxGqkE8ver/Of3OwbTEvUHEflO52rkufDy/wIY2yjQLBwcj/hI6Afabd3R+eUUGCMcFOoD6/yM9Qj5CAQQCz4Uxgle73Dtseup8zQRIh5fHAcFUOJ/36bhjurWDRghWCz9JDf9HOuc3t7QuutjA0ILcAda8qn0sfpfAbQXihxbGecFf98m0m/SCN6TBHgjqyztHGz8xOrd5JfqrgNSGg4ich+gB8n6WfiF8gYFmhA7DCn73eQo6534zgsLKqMz3y/tFFHnLNbw0jnYJ/m/DgAaKxX5/Vn7L/xe+nn+dPwh/F759Ovd72r11PNPA0kKRQeF+C3jeuCM6Mr0tQruHQYopSOTDL74F+oC2qLfDPsYDW0Rxw0ZBggJdw/lE2wYNhOmB7r4hvJL+pb9lgwAIHgiIhL4+cDkzd898TwDWBKmG34StQMfAM35nvGg8+z6B/8893Trnedh7dsA9A73FZ8TeP/Y67bi0+X+6Cz4HAx3EtANs/qD7n3uTPdIAsEIrgnC/2v1Z/Ts+Hz6KwLkDoAQCAJk77nkE+mUAGwaBSpyKlIYPP958trupe0W+foMbBO8C6QCkfjk/rsMyBb7GnQOY/+V7vHxUQFGBHsOUBNoDSYEAfXv6GXrEfXUAC0IZAlfCRoEmQMN/wfwSeq/8In6/AAoAev31fbS/ywHow9YD9gH9/m46/bkAuVK8+8NqBsyFXkCEOq74lfuBgAKEWMSaQrIAV/5y/m37szu8fkj/ioAd/Zj83n2bQGCEnIbUR1GFD8BO/WQ7WnlJ/NSCcMV4xatCGf4J/iX/xYQKhfaFlQWOwjBCJQF2PofAaoLmg99Bu/0AOee5UT3ugxWGvIiwBbmBGb4guvf5fHoavfFBbwEi/5h8t7vdP/iBOALsQwRA4f5IvPJ9D/4eQCaDcwU2wwZ/xTsLOYt9poCNQ/1FLAPMAUm+J/viucp6lf6k/9r/vr17Opz8X0DMw9XF1AYqgvd+W7oW+NM45ryXQwqE0UQIQNH8MnztgR9EfEZqxatDfIDBQKZAhsA5AQ7DXMK1ADn8vrk/+sKAs8Wjh7MHtwVdAqlAr/6H/QF8i/4G/+VA8wB0/tg/ocOYhjdFGYLEgKY/CT97vuV+I0DgQ0QFLgNufnD64TnrPWnBRMGGAZABf39N//R90jraes97dvu4+xT5KTiPOnd/GYPUxIdDX39VvH07ZboXt7b4a7yngMDDaIExfrB+UcEgw9/EIcO1Qm7BWwMlBRkDqQNehFrD7MLYP2K7qzwBwNIFDEeeh//HPYVNhDiCFr1MfAV94X86QUjBpb/8QPJD80WXhVMEA8G8fdC9n/7k/uLAZMNIhdVFqsGrPG66Gzxj/Yx+OP+Of+k9/H4O/kr8Y3y0u9w72ntttxP0nbZ6vGABRAJ/gUD/pnstuft6ffjwOpC9Xf8TAa2ABn1KPsgBY4NUgo5AmT/rPtkBM0PHxHQGHwfTh5jGwwEVfFO8Cv/xw/kEIQWCBSvDT0TcRWIC1oGnf+d/tUEFQKqAv8INRp8Ij0X7g/QBvH3sfct+5T+0AlAE6UbNx8gFAH/1PQ293L2pe6r7+nzyfKC+8IA5PzC/NP5q+885HDTCcZ6zg7sZwO+CP8GX/j34sXWSNbU1eTcrehn8cP7cf2D+YH+tQeaCHD7He586oLs4/8tGSkkkikWKZwdhRN4BNfyIvR7Bb8VYR6aJGImaSR4IwQkfhe9CZcDDP81BzsNcgyJEgMdMh7JEoEHP/vb8cb2CgKrB6kOgRbNGVgdJQ8o9r/kSeLA4pDfeuXO8WH5DQVUCtj98/UR7YDklea238PXTtwy6PP4Pf1M/ab3KOWT31rdhdNa18XjlfC6AWoDhvfh9I/5DP5u/Ib7Uf3i+rwCAhAkE6MXxBwiHVYcmhD+/BP4vwXpF/4hnifKKUgnrSpIK4AdSRLJCmcEJggvB28BgAUjEnUenRkNE3sLL/8B/5X+9/MF8hj6iQMzEzkSkwFI9E/wrPMN7fTpqOti7LL65QVPAFL7uvfP8MjvveXm1GXS2+H891kEuApzCnn+6/fn8ATdyM9hzOnUr+pG+Nf3NfeR/uAEkf57+ZfzR+v79C8ENQlBEOAWvxoTHw0Td/tL7OrzHwMUCrEVNh/hJSkxRTdGLqccOw3hA3ME6wYhAWACMxKtHt4cihWzCGj68/ex+aT20/eEAp0Q6x/aIt8SzwGW/kH4fOj34fngDuZq+b4MCRI/C5kBkfgo9aLvLOEx3ZXpW/k+AdkJtAwWATr42uyu21DUKNQE3jLyLvwe+FTzlfTc+ETyd+jl4onU+9dB6CjySwAiDNQS9RVeDI71LeQb41jtZfskDZ0b1BxJIFElEx4eFzoRvgoiD+MQ3gsJEBsaNii4MF0t6iFUBQ/wKu5x7tn+LBTVH9wuCi/jHYcPGQTR/cj6y/drAHkDHwfzD+0McAsyBQv44fOc7RLi++B26Hj3HwVmDFgSKANX8K7j7MvzwwDJaNK26Av3xPQD7yblVd7H27rbKOJ/3M3dWuvS7VD3qgQ6BnUJQgD+62PgA97P6WH+axICI80eZBdfGeAMGQhyDN4LPhdBH9oadhywHKcenCR7JQghHQ6//vsAlQGIDqwm+DAwO2A2Eh23CUr9JALMD2saiyKaEiEG2QrnCN8NixGBB/3+EO7P3IXhyOwW/m8JYQZH/+XiycxgzXvL89CS3CviQ+2n7qngatpn03TQ2NKm1rXc9dKyz27lU/Y/AfMLnQiaBpkAKu3D5w7tivlnDOkapCLQEywFVgoZDK8Ohw08CIMOYRYSFh8ZuxwTG7YbhBaQD2v8mu0q+n0GaRbrJMkkLihEIfgQtghHAUQCuQoOFaAfyhkpFJwcVhjGEGoLMv8F/r74uuwZ8In5owYrE3UU+w2K8znd6N0y3EPgl+nJ8A79Tv2f6kjd6dLKzfPUJNxK33/XntYD7fL77f4S/2z20vVL8r3hjt5Y4KzokQJcFw8hRBXmAUAAmvoQ9Ov59v5LD5keERmtF8oRlgjNDyMWHxS9/zLtPPdQAuULLxr3HVwbshI9/ez1cfVC+KAONiGuK00hOw87DqwNFAePBWkDvwnkD4EFsgKBBT4HvhHeG4AYPwRG78zv+/BH8qT8WANKDAMP+/zj60Th6twl6mP4+/9h82Lj9+f66kLoSewR7/H16/an44Da5tql43P8VxGUFroBEeYb4ATjjece9Tf8lwNoCJf97vdy97D6+glkGa8ZPQmu+aD8ewIoBoUNCA8oDuELU/4/9M7zRfXyBf0ZgyF7FrIItQlTCC0HFAx4ENMT/BGDBXj+sQU2DNsc4CfAH7gK4ffL+XIAtQQvDrgVTBwmHKgHuvgb9KjvQftwCLQH8vlW7oD2G/33+Sz8xfou+IL0BOb83aHeUeaZ/q8SrhCx+g7iEtut2bzYSuDK6Yz3lwAy+5L2yPPE69z0dwExAWL09eZn7ZL1yPmtBmIR+BQ8DtH4Aump5NzrvgmVJL0sLB+7B0r9uPRz7/X4FgegFR8cihGHDJQNlw7iHMooLyJQDGD4ufYB+n//vA+iIsovdSu+Eur6Pe746V38TxSvGScQlwC5+/b3OO7C7qj2uv6fAbD2eO+Q75vwRATtGHQYMAZ56/3da9lX1v7jI/swEQYdQhDZ/5D1M+rq8lQCYAQx+63rPOga6n7qTPVg/4kDCfwK5W/ZUts34p37dxc9IHYTtfnH6iHgA9mH59b7rQ/tGEwMbQYuB3oNPR9OKd0gEAol7lropvB+/JcUYSvNNdEtdxJw+3L0UvUMC98mxCvMHe8FR/xu+FXx5/SS+48Ajv3L8HTt2fkOCh8i5DPvKhcM2uUD1CnV39ud8KYHWBaWGHcGD/mD9sX06gE8E+4TyQXb87fw4/UH9fH80wT/AZX0Y9xw0dXZzuWr/0wd9yI1EMfw7tvZ1DnRSd6985UE/QbX+tz0fvo7/ccILBeXEBr8NOk46d71jABaEPsc+B65E+X5Fe9p8oj4Mw4ZKiczdiaCDpIAyfrY8835OQVADhwOZP229nL7cACfE+8oVSomFP703+X55rXruv5MD3cVGBI2/OnvpPHt8RkCAhmBHVkTo/5E9hz3yPgvBCwPVxKACkrzyOfA7ADw3wZ9H2ojkRIN9LjhttuT2DvpEwD+Df8OD/j+6kPqsefH+zMQFxGMAuzoUN+m4jvnUfyHDzsXCxKT9nbktuXs6lEHUSXpLDQe0vwr6qnj9d7V7RwAEQppC6z4pvIq+cP7MBCoJPwkQhQU8wrkzebE7ncGaBi2IGEbWQGh7qDuoe/8BSIjSy/wKKIMDfxe+Mv2hgV9FLwVZxDh+m3yxgL0DPkeGTIrLgAYUPZY50vw+fKt/tkOzhGkEdH+O/DM9LLx0/imBoYHe/+y8PHoCusw5yLobfB69637EO203ULiJevK/f8XvCAmEpn2o+Ms4C3d2uDo79j+sQbL/FPwOvKD9ikClw5jDpwBQPKt7g/4bv9YAw0LAg8kDQ77Nu1p7534aQp7HsMkEBahBDH+KwL5A+MEkgvPD6wOGQKS+rEGrRRNIlssICogGHgBnPpsArkKCA/KGt4kliFbEFf/k/zM/6wJLBbCFpUI1Pjr81X5/fx9/tUB1wCk9yHlR9b+2UXoJvzTD7URlwAE7GXiheJT4zzj3Oo+8uv0C/D85hzqDvAN9jMAZQDy71zgot8s64P2qvzPA+QGNABF8pfifN5058n1fgV5DsQOqgmUCKwGNAHe+Ev5zgIrC8EKlAJkBNwLuRdAJmwsIiTUFRcJ6f/R/IAE9BriLLwx/CVlEIsFSQbYEIcfXiNZGd0RPxQXFaoSTBEAFDsWHhECAhbvmOct6tn7EBGLHAsX9QbU+hzqzdqA22Tm/fAu+O3uEN9S2jrdMerS9SD36uwX3VXZAts43ePp2vsiBLYC/fCN1pXMl82b3ErwAfwBAAr7sfd39ivy8vQW/qcAy/9R9Zbo3uv3+mgNyh5rJIYbIRCBB2sFuAV6C30c8ydLLCslmxOeDgkRzRg4IoIhfBp+E2MSOhmRHtQjfC31LLkkZhKH/Ef3EwAeEiokLSo4JGAV6gj1AAz8AP6mAtUDuf809+Pqyemm8Wj90wEO+mvrN9ry0/TXHt/D58vxY/LS7rHjUNKYy2nRn96/5gToA+T43k/gGeUw6PHr3OrG5Nfiq+AH2jfek+tr/nUI5gcRAiT5L/bV9hL6tgOQEGMWYRstGz0SBw/zE0YegiZoJdkcGxU2F+wchx9VJ6IvuS3qJhAe2hL8DhETViGNLaEuvCdbG1AXrBdEEJALFg5pD00T1wxOAV/+DQBvBloKAggaAMvxaewD8R7zs/cZ+lz2qvRx6nPZVtSg16vf+uRi4zLjDNpL2K3dadzW3C3f/t4o4oPd8NEq0EzWA+Uj7UHv2u9K4mTcWuS56bvyQvzNASEJQAM79l/0BfvgB2sQABSxFF4ITgGNCbUTCB1MJUwngCkVIocT5RKLHWMv2zUWM0wwfSObGuAdNiJbJ68qVyY1J5AgLxHeC50OwRqNH2Yc6hk9CycCsQLKBPEIvwrFBtsEk/xD6yzmrOm38572L/Hg7PbeZdg63FHfnuQS5ZPflt7R2LjKJsZly/nYed4l263azNBEzqjX79575zLtYewp7tTrTeX75iLxVQCPBIcBNf2X8A/t9vR2/IEFyQxTDe4Ojgx5Aj4EVg9dHqgl5yWcJPwWQBR8H2kmuS53MwkvAivTJAwaCxuNI7Qw7jV6MPIrUh2zF8YdIx9sH2MfzhrGGfYVDAiyAW4DaghABnj/QfoV7S3qPvON9UXzGPH97LDtgO1l4KTZpNfJ2djZZdWw1YDPuc0t1XTVGdPg0wvVDN+a523gPtxu3r/mgurr6QftquUX4wPqW+vb7dH1j/y0By8P0QRT+zv3LP8UCIoLFhAtCOwG7RBvEvkTThowG20ipSU8GK8SFxYIIoUqXSuFLCQg7BlgIIsd5hsqIogkNy4nM5km1xkPFFQZXx1RGs0Z/AyyBK0ISQfCBdsIiQh+DKkNqfuf61nmK+1O8s7uS/GJ5x/hEeYG3urWitVZ0yfdeebR3RHWmtG32JjgQd+a49baENUX3BjaodqJ4QDo1fWl/i70Wuo66HLw9fhk/CAD4QA4AB4LDQ2nB3sHDQf7CxERFQkIA6EEqg7JFkUYexzgFoYSuxkpGdYScxI1FkggpCUQHQsVqxdBImIiXhxvHLcUtBNxHY0fXxyeGFsWKBj4G8oR6QReA1wLCAvLBUAE+v+4AWII8wVN+n7xYu257kTz1u2u4z7lke0q7mvrC+nJ4Xfg3uYT5q/d6dZU1yXdA+fs4wPaV9uM4XHimuE04+3j2+pr9iv8dPlL8mnu1u869gj2lfJZ+TEB6ALc/zL/v/5QBr0R5haSEfUFpAD0Af4P4BniGOMbJBwYEvALABDKFVsg1SfpJF8bFBDoDjcT8B1yJIkcIRmoGEgPtArHC7oJkRFeGEYYshZFDRIFl/02+6EAjAABCrQQMgar/g/6b/KQ9pv8lP0j/VL0De+v6g3pie7e7Xz0MvtE8QHqIeRT2r3b4uLS5MbniuNY47nidN/d4XvexePo7+nrw+kd6k/jD+o99Mr4l/vy9u7zK/My8Tf2jfksAzsTYxPrEbMOpAK7A+8MphPQGvEXgxX2F0sWoBr4GgMfRydXHmUWjBAvBvkNUB2eJScoyhuAD3oIdQJzCCgPsBcVIwgbIRLzC+n91gPyEJMVSBRqAWXy0O7y8uwDXw6gE4cSx/wd7qLsTue/80kDJgZgAPzrZt9k3WfdhObB54Hl4OXg2+XZj9/g2iDe+usL8oLxtOLS1sHWK9kM5Tnv8fbe/EXzDO2d8Nnoje8SA3UO3xDEABb1CvpLATYPNRWqFREWqQc0A80LqwpTFAomLSxLKhgW3QdRCtoLMxaZG1MegSQEGdwSFRNtCdsOnh1EJCkgoA0xATkGZA0ZGAkcwhexFNYE4fyg/p34CQCMEewYABSL/yrxn+878tr4Z/zu/Yn8z+4a6K3mJd/J5A/2gP5J99ngtdB10SzYQeP86Mvq3uzM4ivdzt0l1Q3akO6++wT94e+c4w3mRelb8p77Cf7I/qn18fGN9J3sN/SUDVwbIBxKCjn4NPfn/H8LQBu1I7sldBhPDugO6AbnDdAjnS7MKxEYEAi5CkgQtR2MKfcs5SmeGKoMQgzuBvAPBCgaMZIpUBGK/IP8zwDtC+0VrBO1DiX+5fR8+QL1LP0jDyERVQZO7VHcyODk473u8fh5+m/37uLt1pzXJtJX3MbxQvnb8j7YyMXdzVTYMelQ9Wj1lvJQ4eTVy9qb2dDoyAI/CqsDp+s02m3ikO3B/doLGQumCIf8m/V++zX6ogTfHqsjGhuqBSj2pAQiEt4hAC4gKAojxxa6D4AYmRZ/IFg2MjuaMRkcVgtJFG8d0SZmLrEmJSDXEmUMwhCDC0gQAiJ5IBITofyP7Lz0sADkC7cRUwYx+F/rXehR8LPsTvCC/p/6ruuv1kPJl9N03sDpE+304dzWtsymzXzX+tZk3XvwovKt6SjY78xe2lznKPRb/s33D/B65fzjbO547Jj4UxE8FJgMtvie6Tn0P/+SDXUaTxY9EA4GDQFtCLwG3xNCLkIw8ihnFjUJGBVNID0roTYbMa4p5x2pFfUZmBLqGhA0DjaEK08WcAVADqkTnBoPIp4ZPRDBAlb78wE9/VAB5BLkDdcBOO7y3xLs2fKy9oj8lPIl6KPbdNXc3L7VmNiB62/sjubn1HbE6c1c1rrgSOrF5szeydJKzQfWaNkD5Ez8EwFt+armfNYW47/z6AKsDzULugLM8yXsbvaJ+qgIoiATI6oX7QMg8wD/Bw/JIWwybS4HJesTpgs0F7kdcSgKO5E6CS85GnIInhQdI6gtGTjFMBkoBhW4BjUOtxCXGnksxyq1HL0G8fCN9Qb7GgQKD60JRAAE7/Lhrue/6MPwXgLD/8vyWd1/yuDTx96+547yoe6I5MjR2MXpy27O39Wv6aDtcukp3ZfMvdIf2ZXhlvFn8+7uZuIE2Xzid+ZO86oNVRXsDgr5BuF+6z367wvXIr4kmR4ZC5b+AwpCDuYZ0S1SLxUs7xxmDO8W6iJ5Ld075DmTLlkbIw4lFqMYUSCsNzQ6tTGpHWYCagWyC7MQMh4mIGYYQQZ39Xz59fbI9lsKFgycBKrz09nb21HkfuzW/vMDC/7e657WyNOxz7HUw+/o+/X5PurLy/nHg82L1RnpAu+Y6/TbqMyxzvbOX9bA74L5W/gV7CXU5tNe3Q/rMQVqEwUUJwaW9Rf2H/O0+Z8VVSYhLKYgPgqwCJQNEBqSL5M4lDeDJvgWNhlWFFoZdzIXQJRBui8IE00MNwpQEq4ohjQYNQYg1AjzBE7+xf8IFIccOhraBmjtIu+v9V/91Az5DRIFWu+W2ZXbzNyx4yX4OwDH/TTvWNnN1VraA9vb5mft3+1l52XbjtzH1/nTROGq6fnnfN7W0fvVEd6/3v3pNvWC++v4H+pa5qvkbOaG+PoJvxIgD8IFJQaXCq4FGw66HlUoESQ+F7URThG2G84tBjhFNTEm3hQAE2cY8R2bK204yDaSJf4SjQ0EDK8SoB3QIV4fPA6IAuEGlA30D5sQ5BNEES//De3D5q7nLva5A4AIigTi8WXiB+Gd4tDjqupU9Ez5kO3i3vvX39Vr3froC+4n617ctM6D0U7ZVN6J6p/1wPeP7afcl9hg1/7e0+/3+t/9uvha7zT2RP95/mwFoQyYEYQOrwWJCTMRJxiPI2YjtCDWHo4aAx82HyQT9BSWIIcsCDLwJfwaRxA2CmIQKBV5GvEd4BcNFFUMLgObCrAUQhiEDpT7FvLz8b/5YggMC1oIzQK1+/z6lvOR6eDrnfOb/Jr+AvYZ8PbnkuMo6lftB+8C6zDjkOO437fbEOXf8T/56fG33vPUQNRT2Yfmuu1u85z0iPE+80Dvsujy7bb6GgamBnL8Yvir+vIC9BLFGs4f8R9DFXQRjgwXC/8YRis1NoMxCRyrDJ4L7RG3H1IiSiDtG1ERaxL6EUoN4RPEFzEXvxLdAd/1YPR1+EwF8gp7DoYNXAJ5+jjxCOt49GwBtwirCBb6v+797GXvmvcU+u/6//W86VXlnOJn413w7/vB/b/3Gufk12/T69kN6Kzu8/PY9Njt8O1h6+jlH+yy9Mn5g/vG9DzyQfb6/mkJdg3qELYPDwqHC1AJeQfaEeAbGCEoI/0bpRMLEjgUtRi0FrkYARwgGmobvxbiEOYU/hm2GAsStgMR+4D81QTFDqwOGQ3aCmwE3/8F+WTzgPmy/0cAMP8b+173p/Nd8+32q/N18szyrPHK9Pzv3+dX7Ff2wfyY9qjlE9x12qbfuOXS6gP1IviD83jySupf40zqUPQb/sb/9PWW8AvzOAEsCwQJsw1SDqAJTwvIBrwDrw+pG3IkWCEnEasIQga5DoYWwRW4G+QZQBJJE9gN8QmwEOkWvhuTFB8ClvkE/BIFJAsMC4UTPBJaBssBLPo39ZT83ANFDGgK5Phh7tbvkfmK/779jgGx+4HsqOgT57Dp6fW4+rz7+vT/4dLVjNcP4mzoWurm8hnyJ+ii6EPmSuT77mf3y/zh+m3q9ONR7gEBVw5xDyIWNhInBHEF4gXJCZgWlR2wJtsnYRuFEjcUvByJHeYWtxrrF/INbxCSDsgObhcAGJoWUw+Y/7j1LvZVAi4I4gbrDtcLBP99/Ob4//k/A+sG+AjfBCv2qO+m81AC/QmXA+oDX/j+5dPlpOiT78D8k/9C/f7zwOS23F3dhOYr6/Dmker+5WLdN+SQ5xrqWPF48Z3yXPMk67zmHO5k+y0FIQg2DpkKfQHDBuUIcQiLEd8WvBxSI+scnhbbGPoeciFQHkgh+B5WFzEbCxyoGG4a7RojHNUb0w5MABL7LP8ZA0EBPwllDNMFhAXy/Y/zyfV9+Ob9AQZXAKn3QvPo9W78OPs+AWj/lvMQ8pfqruJM6V/wVvs9AnH2BOXP2mTaed9+4VnsJ+1t41HmJOQx4LTm+uor8EL3qu474o/fzOux+hoA3gyvEQ8JqwqYB1YDPArrD8saDSZxIVAX8BMDGzEjzh6+IQ8h6xkwIGMdvBfqHCQfOyP9J3McOwxFAecCJQeyA9kJfwxjBpYKqAZ5/LD85/oo/VEC1PvJ84jzuPob/x37b/5/+zrwA/M38KPmfumQ7OnxkPoc9sjrMeRO5BDkqd+34y3lRuH46IbrGOZR5TTkoeaY7FXlB9vA3ATp1fST9e76kP9P/4EI1Qs8B1kGEwXtCkMZgh94HCMcciNgJngf1RwLHJkaZiXmKhgn1iXFI2cjkyb2H/QRxwuaD1EQTwovC9wIfQUtDlgRpQjb//33Wvfo/v7/VfuG/DUFwwQ7/Cf6Tvff8mr3yfnq8nLug+v07cL34fi97a/nA+qL6Urj0uIq423jb+zj8FTtbeZm33bcId9C4cLcuOB97A/xb+2G6+joAOtX93MBpwMb/RH3c/mMB6MWFhjgGPQfhBybFDwUbRWbGygq3TMINqwvliXpH3MgnCnqKB4oaCr1IDcVaA/SCXwKaBYXG2wYsA1I/VXzgvHq+TMB9QX3DnkIZf1q9rfsWel68u/2evmd9u3sQerW5grr1u3N7Zz1C/LC5g3ihNle2HTk3Oya8h/vS+Qn3ezWf9jR2nPcUuzt8FbsJOtq4fHcHOup9XL9mv5e92H3R/ca/iYHxw0nHT4hmxhgFVoJXARmFaAmYTOGNcAtjiiZIwQjIiTcIg0uGC9pJWIiXBanDccZ5CNUJ64fjw2zAvj4cvnpA18K3BZRFy0JA/5b6QDh9+/h/n8Hz/7M6Grd1NzW54b23flb+vnpXNYJ1rHSItg27wT8VPkd6DzT5s0i0UjaH+T/5IvpFOUk2jTfd90P2vzms/bu/Lr1dujx5zrvrPsUC/cQqRjwE3gFkwfWBwoJPB4fMVE3Wy7pGtcVVh37KRY09TO0MdAp5R7LIowd7BSrIAIrCi1OIRwLZQATAWgKJBWhGV0azQ/9/sz7+fUm8cb/TAkMCXf8heqm5s3ptvMa+5r5PvfI7v7kpuWa4Arcbe3r+0r7cuxs2ODSiNUE4E3peOvg7CnjMtao1hnRQc9z43v1+vmH7anZAtjs4wb0HAH/A38GMf8Q+1kBlP4F/r8TGyafKm0jTBP4D30WoSFHLUkzMzbiLDwg+SGMGhIVQCXjNHg1+CRCDQwDMQelEWIeqyKBH7MSwgIRAFv5svakCj4ZpBtgCgLwC+lk7DH1nwJMBSAEkvkU64fr5+Nm4Ej2pAVCBJPvWtUS1NLZauME7pXv/+yn3TvOO9SM0EvMCOE48N3zQOIbzJrNBtjM5Z/yIfZO+xP0EemA8Avw4vIJDdQhAij7F4P/kP6CCDwakixtMxw1pSqFGxcdCxe/Ft0tqzvcOpgm3wv9BqAPsRsvKT8pXCO+FaUFMQcwBGsCShg6JZUf4A2v9erzcvpzA/oN+QmFA6r5Se4289Tx3u6E/v0GBAGG8vzb5ddb33npLPQr8efptt/p0z7V+M9lzZ7ibu+46g7b88gRy5/Z7uZJ8+bwhOjH34fdq+mq7ZfyXwfbEkcNrwH88t/5zghKFssjjiPNHTwVHRGNGusaRhqPK78xLSruGIIGtApmF3cheiz3KSgfiREnBZkIrwfICV4hLizaJbQUdv3F/HQD4gooFQwUvQ26A7v4IfsK+Mn0ogkNFi0O8/kc3y7chOYM8Jb9WwAR+rfqBNla1ZHQV9As6DP1CPDb4jDLysrG15vhTe7a7gXpk+Ff2UjgvON95sr9yAr4B2b+l+qE7Uj6CQPMEjAWUBUZEcsKfA5PDIMJ+xwfKIsmVxxWCMkJ6xJOF0shLSOyH6MWLQiaCUkIowhVHhYpUCXmGMgCnAGhCKsNphlEGksVLguR/TEBlAG3AIITXBqKERcAW+j15yPyU/qSCEQIJwFE8w/gr+Dm3wLe/vBX/J33eOj+zjvOxNr34zPzDPZG7h3hBdKb13LfXOVC+/QG8P8h8XXb+Nzk7vn39wZ0C5AGL/508rX20AGpBTAVsR33E/0JzfmL/JYOvRYbH2ghOBjbEDsHVgp0DwkPXh7AKJEi9RrEDdMJ8xLKFPUZ+h68GvASZgreCakMJwvgFo0dzxMYBzH3ifOT/6oGgAsfD7YHnPod8AbwOfGn8BT5Lf969wrroN6r2z/oaPDC9Fb2U+7D4U7bT+Gb5jPqvfWQ/lP4RevB3QraSeaG8oT72QGd/Vnw2Oc26Yvws/eQBWARogp4/d3uo+yW+wgKDhbIHZMW/Qds/XT94gEmClEbXCcbItIVzQac/8AK1hIjHEkm5SJfEwkGnQTJBiAKOBgMI+UcNA25+kT2UAJMDMEReBhIE9gE2fYG9yP8nvyjBHoK/Ae+/17xTOxY8+r36fox+yT33O+16RXufO9i7CnwSfUg9gL1rutN53bov+fG7CzzePa98pztfu0i6W7jbO6Y/cwDVgO093zx1fHo9dAC7A7MDlUDa/cC+Zr8Sf8hDP8Wphb+D18EAAMKBw0IZg9lF1caMxLyCmkL3Qh2BNwNHBrEHKQW5wehA4MEBgaID9YZ1BuQEtwGAAUaAQj7BASsDkQV8hG5A1P6sfY387P5AgQpCPgCNfYg8ZDs9+eS84L/9QHa/U/sy+HB4K3jPfFs/ZH/MfXS5SzjSOW34rDvh/nH+Nz4iu9z7eHwlPLe++wCyQJ//LvzmPVD+ln5OASKDCcMYgkH/439+QDWAP8IxxA6FSgTIAscCY4HuAY/EbMW+ROBEtEK/QhbC1QOZRZOGgEYqxDACDEJ4wikB8oQ5ROpECcPKQeQAdv/Kv/AA/sFwwO5/hD6T/tk+rH2TfsO+8f1p/ao89LxWe/+7f/yovYz9vXyMvAX74jrseZb7h/0sPP69oryRO+Y7cvtLPTE+Ez5mPYs9Rn2AvQY82n+SAUmAUUBdv+E/9/+TPxJAncIcwu9C/IJIg1ODHUFbAl3DQkOrhEeDz4Qsw9+Cz4NLw89E8wUQw/5DW8LsAaFC/4Nuw0OECALdAeeBA4ABgPkATgDtQWzAUUBTPxG9pj6c/2m/XsA1vr19vbz1O/i9bv7ugFMAbb23/Cj7D7pNfKv+C/9JgAt9jbvNu2Y60HxY/aD/CT/+PfC8GDrherJ9V3+ugLkBl/8E/Ru8kD1vADHCZMQhRHQCRIDiP90/tEIaRF1FTUZtA//BtEFoQYxDbkSfRX3E+8LFgXC/078eQZ3DokT0xZoC0T+Hfrk+dP/ywWBB+wGxf+s+kj3rfaw/TwCtwNcBon+LPlM+Y/61f/cAVACD/9q9uLyTPM/82H4yvkl+wf/4feu85H0xvhHAM79k/nJ9Ozs3uwy76HyEvrc+r774f659q3wDvFP908EIgrWDaIK9v42+lX7Lv/xClgPvg2/C////fls/MEFxxRSGK4W2w7dAez9WQC+A5kLmA4PDtgNuwJZ+2z6rv2BBlcJHAusBxz9gPvs/Pf90wN6BCAE7AT8+uP1IPdy+lQCtgQFBjQDLvpJ+Nv5bfno/O/7fP2SAXz5l/Ud9qb1+Pmx+Sj7WvzB9cf0AvU68t71o/e3+hAABPj+8wb1V/WQ/SUEGwlnCuQBov+N/4D+GAWlBysKpg4PAy78Lf5LAZMLrRBAEbMN8wBb/YwAqQPmDU4Pkg7ED9YBePry/AcA1grcDXoL7wdB/Hr5Svz6/lQIoAdIBTwFdvho80720fnYBZcH0QOQ/+n0tfND9333P/8+/2H+kQFd97vydPI48pD7dv74/b39xfSR8Ybxt/G++gz+3P28/2n1/PC+8rH0zgBsBqIIFwiv/339DAHzBHMMMA0aC28LVQI7/m0B4QSRDYENEQsHB0r/4P6MA5EJ/A/uDqcKIgnJ/9P76v6sBFoOwQ0cCBoDCvyU+0cBpgc3DZQJHQAg/Ij2C/Vt+bb91QSmAy78ZvUw70nwQvaC/C8C4QC3+oH1Be857Q3zHvrG/xH+w/ZC8MLrjO1k9mX+zgEz/lz2GvPY7xTyYfqGARgHcgMk/lH7lPpD/ToDQgrnDh8LkQY1B3UE9wQeCc4OGBMZD/0JowZgBWoH6wizDHkPrAxbCKMHJARIApcC6QXvDJ8LhAZRAif/cP1z/WcA8wPpAvX/j/4w+134T/eo+V8BGwJh/vz4GvPF8ZjzSvmK/9//Zfqu9XbufOxU8U34pgIzA5/8SvSu7SruefQG/JgBbv/h94HzaO+48FT4Rf8fCBYHeP9G+of4Fv3IA7YKJw8fDKUFcgJt/mH+ugLBBY8M2wwjB1QCVv8ZBKkJ7QwyD2QMlwcOBeIA9wCwBLwHXg3aDckIxQK6/YcA5gWkCqwPkQ19CPwEUf+A/lgB5gOvCC4HKABR+j/0APdY/IsB5AbRA8P9E/oE9Yv0LvcS+pD/tP5D+Rzyyeq26t7swu8H9S/0ZPD+7ZTnBOdU6tHu3/d++jn3QfJ47FrusfRz/ZkHQwrXBvMEC//y/1YGiwvFEtUTKhG7DAII3QibDc4TvxlSGLsUxRHLC5ALBhDtE8wYhhfEE8MObgaUAh4EZwm0D/oOWwjeAqT7jPkK/acBEAdsA977wPXk7gfuW/En95f8YfnM8cPsF+ft54Ps2u9n9ZT1DfKP7kjqLOx371z08/u9/Kn4rvWl70fwsPUD+sL/Tv8Z/GT6vPW99yb+IQQLDNsN1AzzCvoFMAdJC2UMYQ87D64MQwx0B2UHVAomDvAU1hSFEZUPsAmdB88LlA0PEKIN+wfaAyH8HvkF+y39sgJFAl39tPpg9Tr0MfiR+Lz6CfkF82LwAux77MbxIPap/Xj/APz5+uT2yvex/xcEwgbmBBz/zvyR+Hn4Kvyg/aEAEf48+Cn3mvXM99b+6v89AQP/Gvse/Nz6DfuU/bb9BgLxAaj/7/9X/t/+gQGCAawCIgNdApAEuALhA1wFtwQAB+4HNQd4COADpwH/A8ICqgE0/4z9Wv7W+2v6ePrH+LD8Xf9qAm0HlwZ9BmUI+weyCAQICQfxB9gFUgS1AnkAvgJ1A5ACmQYJBbkFrQiQB5IHuwagBQsHvgXgBHsDpP7i+3b5APja+If4yfdU+tX5kPnO+AL41vn9+DT4SPdu9HH1hvXC9E/3MPZ39dX2WfNI8IjvKe/Q8L/w5u/W7z/u+O9a84v3VP0yAMIDCAgYCMEIMQtQD3EUyBQmEngP7gtmDP4M1A6tE5EUmhZKF0gS9A5mDigQPRVNFbwSLQ25BZsCLAJpBNQJqwtNDMcJtgJn/tL+TwNECdYJYAa8/1z2iPCS7afvo/PC8+/zTfKk6tjkF+Lq43/oYejZ5Xbg0tj61M7U79l/4kXoMe6/8fTwn/Bg8xH94QeZDZwPcA2xCKwG7whjDnMRiRKWFagXoxZpFHkT6xfaHYAe/R2GGYkU3BDlDeIO+xArEjUUthV+Ek0Mzgh0C64QlBGpDhIJ5wGp+wT5zPmf+h/66vo8+WHzbu7K6xrv2PS79OLwmekU4fPbpNgz2a3cb92m337ip+E24qjmte8//OYB5gOrA6wAEwCrAKAEGwzyDUENOgskBpMCPQRRCsEQCBNwEpYPoApQCq8LXxBQFm0VwhRTEuUP2w4HDjUSgBhMGFYVCg/wBo8D2AJaAycFqQL3/3P9h/nB9jD1ufeQ+lT54fSC7+DpHeZL42Pj/ONe4prijOP44w3mUOmo8Lv8vAPsBpAIrweEB6QHkgkSDHMLUwt1C00IdAWmBXUJbRB8EQEQRw47C64IbgYPB60JLwucCUUHxgMBARYApgKwCPwKnAuGCoYG/gLb/z4BqwXHA5P/TPu69AzxLvDC8iH5fvoB+K30su8g6yPprenY7Knro+cC5dvhOOJb5azsX/Ub+6v+gAGsAMcBwgQICsYQJRJFEJAQEBEREbYR/RPUGpEeqB2fG4sXDRUnFCwTPBIyD64K5gauAZz9Gvwu/x0FnQdMBo0G4gVLBFEESAZSB8gGGQIy/Bj1R+/u65rrju177P3puOhC5gPkp+O75azqbeuT6A7niONo4JfgyORJ7OHxC/TQ9Vj3mPc/+ML8RgVfC5sMWAoHCHUKkQ96FUAdsiHjIlUjYR+CGpYZMBvhHNoaKhZGEHgKBwZhBBgGJwsTD5URABNnEWURRhM+FrIYsRdeEw0OEAWW+tLyZPDq8ILupemY5YvgItzC2vbdL+IJ46niAeHF3rLbidvO3knlwOig6cXrHe1E7xvzOPfn+z3/xAGNA80EpgRDBXELwhI2F7wYnRp1HN0dihw3GpIbABxrGRQVnQ8uC48IbwdsB98I6wmtCyQOdg+hD1ATNxeVGZYaQhm6FXQQpAlaBEEBTf05+ZP1n/BH66/mD+WQ5i7oh+ed5VXkFeIB31TgWuRr57fpM+tT7Drtd+5K8jT31Pmr+o36rfv4+yT7R/xwAN8FTArpC4oLeQ1dEIEV3BijGSIcMRuZFsgR4A30DWgQZg79CrMI3AYWB38IoAvgDucQQBJeESwP1wxeCpIK9QlWBAD/vPhJ8YDspegw51PntuSQ4wfiyt9N4DLi+OVv6r3sse6x8MfybPYe+xQA3wMPBJMEuwJh/3L9YvwA/UH9Cvx8/Mz+KAGJA4YGEQwUE2MXaRkeGrsaPhsBGR4X8hU6E6wRgQ3VB04FEwVLBxgLSgsbC6cMcQxWDO4L1AtfDEoJqwSA/rf3qvJP7XXqLOgo4yXfq9uS2YTandoS3Hng2uGo4/bn/umE7efy4PhbAFMEnQYIBxgG1gSdAucBIQRpAp3/Fv5n/SUBqAX0CXcQ8xSLGW8d7B0RIBkkKCVGJCgfgRouGBYUrA+VCYgHownKCEcIqgcBBnIIBAoMCnoKbgfpA5QCfP1B+Sr1APE67TroieML4Jjbq9qq2vLc2t/U3gzfq+GM5PnoveyY8ML1P/iE+uH93/4SAbICywH9ABr+IPwY/IT7Svwf/m0B/wVqCBAMCxFLFZ0Z3RuLHf0gGyBwG2gZPBdEFoMVoxHtDVUM3QzHDDgLhgrFC6sOBRDMDXIM7QvLCQ0H1gMGAH78Rfjs8x/x4u3H6WbmVOQT5Gjig+C432XhruFw4Yfj7eYu6mnuyvLU9Av3C/m8+6H+T/7k/IH9fP3q+7D6Avst/UwBQgXKCGEMLxC+FK0ZLB1VHsAfoR+UHVIbchmMF/kUNBFWDScM+wtJChwHqQYUB1sHVQdzB9gH3gbbA3ABw/9A/bT7TPqX9uXyve4u63DqROma5yrn8+Wn5GbjD+NO5M7nAe308Pzz9fYo+Bv7AQDlAGUBAgG0/oz+7Px8+vr6S/uq/XgAbQECBF4GPwolEHkT2RZWGYAbzBsaGasWqhWZFKAURRJKDlQMjQr7CCoI6AYmB8IHPQaYBTkE8wHC///9a/3T+4P4gPUS8NfsuOpu5gjmIOaX5MDkReOE4rLjiuRs58br4e9f8xn1Ifiz/Jf/zwNMBd8FRAYtBDAD5AJOAeIC5QORBRAKqQqiC7kOJhBNE6MWaxj0GgEc3RrEF14VkRSjFDwTwBBxCxUJsgiIBhQFRwStA54EaQJ5/x/+IfvC+Uf6RPnd99j1QfJL727siek05+Dm9Obq5BjjcuGe4TnkruZ66BLrbuw+7e7vb/KG9db5kP54AugCOgHf/77/tgEwBBYHwQkrDMkO2xC0EkIWPBn3HR4iISGaH9ce+xupGzYcCRw/HasalBT4DxgNdAtcCqcK2Qr0B0sEv/7W+iP6lve29bP07e+m6pvozeU85eHlIuY3553n/OU14wLi3OOi5Yfon+pr6UjpuOrB6xTuSfG19L35R/xH/Cb8y/xQ/3EDXQbfBzgH9gYjCeQLrQ40EX0VxhkjHIUcdhv2Gwof6x9FH3Ufbh16HO8cwhkCF34WMRXRE6cQewueBkoElgIcAZ7+1/qE9SPzg/Ai7FTqcukC6UvpNufO5AHlbuXg5gfoHec15oHkBuRr5Dvke+Ys6W3rhu4+8LLxy/NK9Rf45/qL/Mv/cgDFAZ0EQwa3CcgNhhDyEwcWwRbZGHYauRxiIGIiNiGeHYcbLhuSGj0bmhm4FxEYPBV9EVwP6AysCyMLawdmA7f+N/n39rj1jPN68cbv4u3/6VLmEuTT5B3pNux463DqS+gv57roS+lz6Tvq+uoR6wXqMOkP64ruuvJV9f/1sfVX9WL2C/mc/CUB1wTACboOjw//D+oR7hSMGdkcuB2aHigeZxzLHMAcAh5AIEsgDx2DGGkWIxXzFPoVdRSaEYsOzQccAqL+p/mL91v1TfHz7X/qieYS5OrjbOUW6H/pZ+l46K7olurB63XugfCF8E7wKu7162zqGuvi7uvyW/Wn9gT1GfQL9gj4n/vk/swB+wWvCEkKlAszDmMTBhgVGiEaahgrFycXbRYQGLMZ9xorHawb2Rb6EyIUiRYyF2UWHBQPEPgLvAeOA1cBbP4++hz2be9M6bHl+uO25KjmpudF6OXnTef65sboNOwo74Lx2fIj8SnvY+6+7vHvUvJB89fzsPJ18C7wBvEF9Rb5z/oX/EX89vzg/5MEYwmUD9AUMhjUGU0avRvEHe0fjCGhIrciXSHOIJQfWByTHEEecR3iG0wY5BI9D8wLEwldB9UE6wB2+2n19e7F6Zvn2+Xi4yDjV+Ig4ejgSOFB497nhevU7bLt4OwN66jqQe2W72vw+vFk8d3uH+wj6XTojeuz7njy2POp86H0mfgb/iAF5wriD1MTLxRGFXUXrhuLIDIk7iXzJJEhlB5fHmsfjSA/IY4iAyHYHAkZtBU0FO8USxN/ENMLjQQ1/sb6yveB9djzePBP60rm0eJc4RPiMuQQ593p7+pk6CTneOcI6Z3qHOzo7LLrx+lo6TvoKuhP6UPrjO0t7r7s1ew77mDy5Pg3/8oEiwj2CjkNhw7VEBcW2xsMIHQgyR7IHawc0B1TH18giyCNHsQclxpTFywW/hbMF54YthUrEEELxgapA80CzQAS/377YfZZ8Ffr3+mq6q7sW+4y7djrxOpU6pjrNu2x74zxDPCa7Brp8+Zf55Xp2OuQ7c3tAeyn6hzr0OyM8If1XPoT/ff+9P45AXAFSwkUDr8TKhalFRsVgBb7GDcc/x9SInohth3IGV4YFRePFagVChVgE9kPdgyNCnoJagjzCKoHbQT7/6n7qfeB9KbyTPKU8h3xb+zo6ODoN+lS61jtH+5w7qrtaOx769Tqb+wM8CryNvFG7+vudfCF8v71t/lv/Iv/IgCG/4v/cQBCAwoHtAlRC44L1guSDOUNlxHVFXAYVRoTGpAY0xY7FQoWoRY6FVUScA2jCPoGQAZRB+0I7gg3COkGBAMcAJH+dv3X+yj6ffbO8UTupuoI6N/oPOqR6nvr4erq6VDqeern6+jusPEH8uzwY+5A7dvtxe6v8af11/iT+lD84f3R/vABBga7CesLAAs9Ch8LHAvzDN4QJxQFFlUW3BewGJQXbReGGQkbNxpAFnsR8w3ICjIJmwh9CMUHGwUYBFYDxgC9AGYCCQMtAfD89fjs9Zzy6u+B77LvIu++7SrsOOqq6Dzqe+3i7wDx5e7K7BXrPOnY6U7t2O6f8DfxPfHB8vz0g/gK/rECTgXMBfoE+AN8BFkGxgicCtcLbQxyDCANsg7cEtEWfxpYHdscDRoKGPUV5xSDFPYSUBGkDr4KXweJBaEFIwYGCEAIXgV6Adb+pvzP+7j7Ovr7+AH3tfKn7yTtXewA7dPuqe8J7jrse+qq6QvqNuuX7YXwUvCo70Xvce8a8/P4wfx+////If/U/v/9q/7QAeYE/wWDBiYG3wUMBqkIegyzEZAUbRWPFVIUCxL5EcISrxI5EhUPKQurBxEEeAIUBSIHEQgKB88E9AHf/v/+gAAMAm4CJABU/aD6/PZ49hX4A/lV+Tf3R/Qc8Ybut+0j76XwjvHy8NLvve577lHw//Pv+EH+of9b/4b//v75/+gBhgPZBJ4EHwMCArYAsgAPBC8IMQyaDdcMtgzRDMIM+A0TD3oPwQwcCf4FmwJbAEAAAgJPBBQDrACG/2/+sP2W/rYA2AHtAIv+8vsG+i75HvrQ+479Y/z7+Wn3TPW08370O/bv9pj1zvIO8UPwdvB38973v/sY/gP/+v57/3sBpwQ+B2cIEQi0BioFYAL0AY4EqAf0Ca8KGwqDCckIQgmQC/cNlg7NDY4LmAc0BFUCIAKGA/0DCAJeAJX+CPzd+/n8VP12/t3+u/wl+tP3UvYU9/P5T/yb/HP8Gvvv+PX42PhP+az5u/iy9ljzPe917jzwjvKT9kz5gvqz/DL+wv+aAhoGhwmACucJjQhiBjsEZgOnBGQHHAmrCTgJsQivCEsKUg1fD7MPGw6QC6sHmQMDAk4CUQP9Av8A/v7v/Mf74fwD/7cABAFxAJ//m/z3+W/4OPnT+1P9t/we/If6CPnl+bb7Xf2a/Yr8zvmf9a/xnu+o8E7zKfUl9kH2LfbW9l36Dv7zAVIFBgY1BZwDcAFZAbwC0AQ1BSsF9ARSBBYENgZNCaQMeg90EAsPaQscCF4FRwUpBlAFHwNlACr9A/t5/D7/0AFyA4cEDgPOAHD/Hv6r/hAACP8f/ez7b/mk93L4XvqG/Ab/RAAd/yj9Qvu1+Yv5B/ou+o/57/dM9nL1Z/er+mb9yAC9A/EEYAORAUYBWAMVBskGbAXrA9cBsAD3AGYCRwREB5gJRAmCB3cF+wSeBugG9AVWBF8BCf0D+k35OPpU/L7+ZAAMAIr+Rfzo/FH/JwEUASQAIv3H+WL42fdM+ZX6//vS/YT9Cfw/+0r8n//gAG8BzgAl/5f8DPvF+27+XgCYAqIDHgPjAswCDwNABW8HlAhqCMsG1AMvAQcCwQOBBJ8FkgZbBYYERQOdA60FQAd0BwwGYAMCAEf98Pte+0n7yPsC/KT6rflF+BH4N/pY++38l/yE+vD3ZvUp9Vz2LPc4+Df5vvfk9l32QvcR+o/95P9LANn+0v20/Rv/FwHNAl4F8QY3BoIFJAXHBj8JfAojC9gK8whIB0oG1gXuBV8GhgfBB94GkAVHBZoFFAdkCK4JDAmVB/0FlgTNAuABhwCW/1P+W/zb+oD5sfjU+fz6hPuO+/35L/nK92n2MfUp9Sf1JPUE9KPysfGI8R3zv/TO9ib4PfnN+Xr57fry/Df/gAFcBIsELAUGBTQEhAUfCK4JOgr/CXkJOwh/B24HiAewCN0JgAkBCGcG7QRiBkgI6AmQCr8J9AiLB0oGPQa3Bg8HQQd4BSUCS/9Z/fr8uf1C/tr9y/yt+xL6i/jm+OP4ePjs+Dv36PSv8v3wyPGS83/0MfUk9dH0AfRV9Gn2NfmP/Cv/MgAPAQMBlAE1BI8FvQa2B+kGXwUbBEIDRQR4BWAGNwdLBrYFmgRgBKkFUwfNCKEJYQkYCBYH8QUbBjQGZwbcBuMFeQS4ApkBawLPA4AE1QSRA7oB6v9o/q79mf2K/Tn9e/sM+Sz24/Pb88z0TPVU9j/2J/XC9JX0XfWt9tD4yPrl+1X8Sfy0/Kj+GwGhA4MFXgU8BP0C2gFuAfMBHwNYBGME2AItAqQBfQLNA3cF3AZwBycHGwagBWcG6AbEB/sIpgfgBVEEXgNNA/0DhwUHB38GrgR7A9sB3gHiAf4B4AFNACT9Lfo/+Fj3Kfe492/3NPbx9IPz8vKJ85z0ffZk+DT4C/iT96f3UPkN+7L9tAC5AUoBigAbAGIAvAHvApMExASyAxkCoAAcAdIC6QSUBl0GjQVQBbYE8gQmBqoHegndCDcHcQXGA44DwQR3BQcGGAbEBJID4AK6AlUDVgRtBZQEUQJpAEH+6vzh/Jz8h/yc+035GfdI9eD0MPXV9eL2Dfcc9rf13PT29Sr4sPqC/Dv9df1I/dT8a/1Z/pL/iAEAAnoBmQA6AMgAsQHfAmsE0gXJBecEfASCBegGpQeRCNcIuQc/Br8EBgSnBHMFlQZ/BhQG5wQKBI4DNQTMBDkG4QWhBPYC0gAg/6b+W/5k/Wj8j/ow+Ez2J/W+9Pz0JPaU9sL1WfTU87Xz+vTj9mj5PPs9/JH8n/xA/Q7+8f6aADIB0gBRAKf/SgCrAcUCtwOABFsFeAW9BEEEpARhBokIsgmMCSwJKghiByYHzQdpCNQInQgcCEoHtAauBlUHCwhrCI0HEQZwBO8CCQJCAe0AQgA3/9D87/ml9172ffXl9Wb1vfT/81nywfEI8hfz5PNV9TX2xfaR97T3afjw+ef7Rv3P/V79fvz3+/j7Of0y/0QBLAKbAlwDkQTaBFcGdQhMCiUKPAk/CFcHuwd4CO0JnguhDE0LrApkCQ8Jiwn5CrkL+AtQC2QJ7weJBokFGAWHBC0DwQEs/4X8l/pp+nb66frn+YL3OfWC8oPw6e9S8VTyFvNC8ybzvfKg8uzzzvWu+IH5e/mr9872EfbA9jz4mvs7/nP+jf0T/dr9bf76ADkC9QRZBlEGwgUHBkkH9QiECowLWwyZCzsKEwnYCY4LwQ3ZD6kPoQ4nDSULnAoWCxwM5wycCxEKtAcqBYUD3QKQAr4Br/94/WH6TvjR9vD1k/by9vP1YfS28p3xqfGm8hn0efV59fTzx/LR8ffxD/Pj9IP2B/e59jX27PXI9j35T/wQ/tX+pv/m/8P/2QBUA/8FxQfRBycHIAdVBrsGWwgLCoYLvAvWCgsKKQmnCbAKhQy4DYMNhgyYC7UKDQq+CvcKtwrvCB0H7gTEAmUBxABeAMP/j/5L/Xn8sfsv/KX8df3//PX68PmQ92L1g/NQ81bzsfKs8d7w0fBx8WHyKPR49iX4vfhZ93H2PfbA9sT3VPmI+3P8Hv1n/aL9Vv8pAX0DJAVPBnwGuwXSBJgEawXEB3EJjgpqC+YLAg2sDTcP2BBkEc8Q4g4wDccKignlCAcJQAlxCJMHHQeoBTwEnAMQA1oCTQFa/nH7U/gX9vL0mPRJ9VT1O/TB8nfx2vAJ8a/xVfJu8iLyrfCq7jru4u9o8lb1cfeE+Iz5C/ot+9f8Yv8NAfYBiwJoAmsCngNyBS4HTAmoCtsKhAtGC08KpQpNC2UMtQ1IDtIOdw4SDnoO4A75DhgOYAy7CvgHqAUaBGQCBQKPAigCOgH3/5L+rf0t/VX8YvuI+Tf3ivS98RXwoe/l71nwdfAZ8SbxwvDz8HrxBfMP9CT0QfSw9H70xfU89xn6v/0QAMEAEQErArkDuAXXBq0HYQdhB2QGcgXJBc4G9whiCskLAgxnCwwLRAvVC4YMrw0LDaQLYQkdCEkHmQeaCMMIDwiNB+EG+wTEA7wDXATBAtYA8/5S/Pf5wPe+9p/2Gfd79u/0ZPPg8erxKfL/8sHzHfTI8sDxCvGj8Trzk/UT9633Y/gV+GT4dfnl+4b+jgD9ABoB4QApAfMBtQKHA5UEvQR4BC8ECgWXBt0HSAoiDNEMjA14DQINUw1XDSQO8g4oDgQMWAuJCgsKZwqaClEJYgdjBaECGQHGAIkAJQAoAMH/FP65+6X5jfg/91f2H/Ul8zzxAvC37pbubu8f8cfxNPIc8pbyvvLJ82D1r/ao9/D44fjp96T3IfiT+Q78cP0T/x8AtQD4ACoCVQNSBWwGuQakB6wHgwgICgEMNA7RDw0QLxCkDyoOUA3hDRoOaQ32DBkMrwp5CT0Jzwh5CO8H2Qe1BucEvQOcAn8AO/9q/qT7Mvnz9p30FfMD82jzw/Iz80vyLPES8DTwzfBX8v/y8/P085vzGvR49GL1RPcQ+Tf5Q/n5+DL5KvqA/Cz/4gGrAw8E0QOtA+UDFQX8BisIBAn2CNII4AeVB5kJKgsSDG0NqwwqC14KVQoMCoEKeAsrC2IJGQcWBy0HPAeQCIMJcQggB9wF2QOeATUBJgGx/wb+F/yy+U33ifUr9OHz/vM+8wPyv/AD8N7vKfAs8cLytvP680L1fPU89uX34/rX/Hr+zf/q/07+/v3H/qX/FAF5AgMD6gKiAvoDUgXnB9AJbgurC8cLIQq/CAUHmwXPBcgFNQU2BGkDjAGAAaUCRwWDB9sIoQj5B20GxAU7BmgG1AXoBIgCAAAk/rf9Ev1F/eL9Hf7u+/n64PnL+Db4lvjQ9/r2f/YY9hT1IPXT9pr3TfjL+AL6XPqV+hz7C/ta+8D8GP4U/tv+Sv/N/8sBkwP/A4gF8QZvBn0F9AaNB2MHrQY2BX0D/QEqAvgA+gBcAd0AWQGYAtwDOwQlBfMFtQb/B1cJQwlQB2wFOwSmAq0BAwEkAMP+WP1k/Nf7xPwk/7b/A/8U/nj8ZPv8+1j7l/vX+2T63Pi999n3mPij+bL7Dv2F/PP85fyP+4r7B/0b/RP9af06/av9P/74/l0AJQGVAZECyQM4A2sCdgJkAjwDcgX0BeoEhgTkA1ED+QTbBQQHcwe6BQMENQS4BOgFYwaIBTUFUQNOAR4BTwB0/hD9xvwi/Hb7vvo9+qv5Ufq4+7D+DQBhAF4A3v98/uL+DwB/AC0AGf9e/jT+Gfx5+2b9Lv6K/pf/R/0i+hP5HPpQ/CL+Af4v/hb9gPtm/RkAdwLHAqoBvf/x/sj/ZgEkATYBxgLLAoEDRARGBFgFFQd0BjsIwwksCBMGngOHAVQBJQJOAbH/NP7O/Mb6Tvo9+gT7mvyv/Q79uvw6/r7/ZAG5AlAE3QTqAooBbAF8AEkAUQFpAV//o/1Z/aL8m/xT/rL/8v1//N77SPzM/Bj8TPv9+xL8Sfz6/Jn9iv5O/m79O/5g/9gAFQKqADMAagKVA+AEXAa1Bm8IrAjDBhUHYAcCBnIGTQW5AmIBaAB0/n/9Cv2s/Hb96vxc/Jn8Mvxo/Dz+DgGiAdkBeAF+AO3//f/bALkCBAN8AAv/1v4H/iP+1v5R/7L/Cv9t/sX+vP0u/pT/SwDe/mX9ZvtB+8X7WPz7/L383f3S/q79j/1K/14A5v8O/2D+NQDfAJUAlQH4AfECEQVnBa4GfwcUBdkD6AJtAWsCuAPkAGL+Tv3M/Cj+iP8IAN0B9AEmAJsBDwOAAlwDhwOMAlYCWAH3AOgBugGpAJwBGAE/AGMAX/9O/Vj8vvy3/Iv8ZftX+xf8wPss/P/8rPzz/On9K/1z/Df7G/zl/woBD/8UAIQAav+L/8v/+gDeAUQAXP+0AE4AbwHAApIB2AExA+sCpAHG/+f+rwALABb+gv6MAK8CqgKKAcEDfwa/BzIKLgs0CVAJqAj4BnoGsASNA7kDkgJzANz/9/1M/en+UP/+/Iz6fPgU97f2A/b99bT2qfTQ8yT2o/aX92b6HvpD+mD8d/1Y/wwB6/7w/7oC3wMWBfsEKAMDBFAE4AMRBQsEfgKwAk0AU/5YACYAH/4f/S/8XP3w/Sb7kvlA/L7/gwGIAY4BQgObBJUHwgkZCjkLawsDC5EK2QorC4YKWQhNBkIF1gQdBPIDZAQhAmH/Cv8l/kX8IPqj9h71DPQV8iz0efXK8g3zx/QO9Ur4Svqg+QP8Qf2C/G79j/8W/53+K/+Z/wwB1QCU/0IA6QF3Al0C9f8x/lj/Tf6o/BT9FP1b++P6vfoA++T98P8F/tT8PACJBBMHJAcNCAoKCgyiDHYORg7JDpgPww0KDYcNogtKCqwJVAeRBk8FpQHK/yv/kv1m+3D4Q/RS8rbyU/Sf81LxNvBu8m70OPSg89zyOPVK+Xv4e/d3+9n79PrE/Sz/aP/E//v/YgJSA0gBEgILAgsBjQMMA2L/af8GAPv9bf/q//T+fQHaAYP/EQPnBYoF5gcTCHUI6gudDA8LggzODJcNbA1mCwkL9AtACmsJ0Qe7BcAGaQXlAK7+xP7v+5f5JPhN9X/0gPZK9ebxo++U8ez2pPVo8eXxefKK9Cn5hPcM9Mb3p/lm+t/79Pu0+3f+Z//PAF0Bbv/mADcDTQIcAzIEuQEcAgEFqwXiBXQGqwWbBlMHOQf4CQ4KXwj4CS8LJAvDDHEMSgpQCnwLUQtwCmUJlgiUB3MGdAT1Aa4Aqv+Y/d35KPhJ+av4gPUT9dHzdPN/9db0+/Gz8dXyCPRu8cPumPFt88rzHfWE86rxE/Xi95b4pvm3+Jf7Jv9I/tr/CwLaARYEEQbVBC0F8gbHBmoI3QrzC8wLpgsZDBsOEA87DmcODw1EDGEPbQ8lDJgM0wx1COwIcAugCLoE1QPwAgECtADq/fP8T/vH+VD5e/Yd9d32TvVS8zf1mvPA8vf0/PL88KXzHPTK833y/+8m8Qjzj/S89M/yyfKk9+H4L/mz+fn4MPsa/e38Cv/eAJ7/qwDcAgEEbgeqCZ8JSwvVDa8OhA8hEOQQgxNuFL8RAhHHEQ0ShBJ3EQkQuRCTDzELaAqYCg0IpAUxBCsDAAHl/F36k/qn+Aj3B/YQ823zZPPh7+Dv6vBx72bx9fGI7zPwf/FI8SfzBfIQ8dvzb/UU9kr0oPFU9SP5lfiA+af4fPhy+3j79PxA/3f+FADaAVIDZQesCDMHIwrYDDAPpBAsDpoNpRFkFFgVjhNiE08W7hVUE/gTKBUGFGcSow+oDTcMUgryB34GVwSXAKL9O/rk90X3E/Rz8ajyfPBF7drsbu257fXsZez963XrjOu+7pXud+xL7crxMvVd9HT0kfVh9Wb4ufoY+QL6A/yX+039J//Q/6QCFQNFA6UHlgkECDAI7gicCjsOlw63DHINIg+wEPcRBhJSEnoUERViEhIToRXBE8YRURGHDo0O6g7zCfMFlgW1Atv+UP0k/Pj5X/VJ8lTyF/DD7cntsus+6irrven45lrocOri6rbpGev77iHuIe5p8hzygvL89zT3kfVA+TX7w/x9/iUAUgS/BZoE2AhBCzsK2Q2CD2UMrg3LEAwPEQ4sD14Pkw8EECsRBhIMEIkPZRNuE8QRERV6FQwSThFIEBYONg6xCkgGjwVCAxEA8P0a+Kv2Sfj18gTw8O/o6czm1+aT4kHjneMU3wvg8eO14yHkEuWQ6R/tp+sF79bz0vT598757vrJ/xED6AXzB3YHGwzgEQYRpBAdE78TFxMBEzkSUxEtEWISSxA8DjwQPRFIEOAPyw/LECwRmRDEEaUQ4RBfElMQCg0qDFsKpwarBtEGJwEG/Gf7OfiJ8wHzR/D/6cflpeOk453godwv3Y7fQuBo37/fj+K15YXnE+qM64jt8fDK8ub0i/ot/+ABBgIoBSULzw2IDn4RtRSfEz4UshY+FsETHRa8FnQU5xHAEF0RFhFyD0IQLRK5DyAP+xAnED0QTBAKDyEQKw8ECawIlgnyBzMGFgNnAG3/h/xb+kX3uu8J7B/rf+dS48TdBNue3wrgJNzk3THfbOD35SPnu+SH6YPtGu3O7hfzave++lz9aAH4BG8HnQy/EeARuhE5FNgW0hhwGGQYUBhQFmoUoRUJFl4TQxNDFNURUREBE1MRWBDaEGcN/wzaDjwMHws7CQgHhwkECasDIgQKAwb/b/82+3rzfvNt8KfpNOfR5PLlA+cG4WzgbeIr4HTlFOkY4ZTgiuYi6Anqvuom7dfzPvTX9y0BxAFSA9IM2Q3gDgQUSRN0FA4Z0xlbGR4XExVQGMgX7RSxFfwTJxLcFFkTng0CDkIPtwubCNEG9gQjBU0EmgJ1BNUD+wKaBI8BZwCaAub/NvrB9pr01vRC8YHsN+/Q71zr1OvD7IvqsuoJ6tLnt+dp5DHjsOay55Lqh+4W7bDwnfjl+44CpgjnB4ILihBoD38SLxhRGAMXnxOxExUY+RfpF9MXbhELD7sVdRduEJgKBAgvBmkGVAT6/RD7+v2O/Qz+Qv6O+wD9bQDw/rT7RvlG+Vv4hfKq8bD1MvQ+8nTzlfLm8+b0wPS68+TueO1I8YXvZuoY6IfrLPLW8BbvdfUE+e/6igKWBRgHJQ1yDwwPKBF/EikWehaJEQwTORUBEpwViBlfEsoNrg8MEuwUXhBlBz4FigWaAwYDnv+J/gz/7/nZ+FX6x/Xs+If6LPBS6yHuyetB60rr3uyJ8W3u3+3487vx8vKi+nr1FvEG8r/vhfLd9InygPg/9170IP1+AQECHwmpDQ0IwwzKED8VhhXyEN0TVRfRFGQUkRbMFW8SAhMTFWgRMRByDW0PNw1MCx8H9wOuAVwAmQJuA9cECwCo+of62Pri9/P59vOc6RHhUt9D42PjiOFY49vkpOFw6MrtLO+07o7xo+9r7PzvX/M+8yjyi/j5+tr/vwHSBdoK+RLJGB8ZCBfiF3geMh7SHwEb0hdKGTEd9BqLF+IUKhYuEyIPzw7ZDIwMsgr4BnAC4gMAABABHAP2/xAAQgHg/vz86flg9Zb3oPU77mTl1t9d3FzguuOZ4t/gCt9t32jhhuSh51TpQ+eO4zjkCenP6vfx8/gO+Gb9hQRFCi0RWxaoFxIfbiAQHAchrSVyJwUo3SM9IFMiEiMUJFQg2RjHFe0TBxJTEFEOvgwuCBICWgLs///7fv8nAycAjf0F+zD6IPlE857vs+335wHh2dsj2IHYYd76323hRuA23nLe+9+J4OXe9N+328bb2N1P5SzrWe4W8pb3JgE5B54Oaxa5GlIayx6PIh8nJSvgLFkuli0iKtooMCpcKzEtoieFITgeNhjHFGsYrxWGC0QFAgISABwB8QNCBOUCV//k+yv3SvRO8gXvA+mY32nYldRl1aHWnNqy3LbbJNtw253bfd2z3FrX+9So0nfUXdUT2dXfq+QO5r7uOfgR/RMJcg4NEWcZ/B6rIRkn4ynbL/kzDzP0M1Uz0TAENuU6RTU5L/ooKiYvJbwiuRznFJMORAk7BikFRAYeCOEG8AIL/2H6X/QL77Psw+t+5HrYjdGI0QfTGtn13pfdlttf2vnZ+Nrp2k/XJ9KxzSPMD9Df0zLXYdpW3Czh2Opd8ID34AHdBUcMkRQUF8sewSTYJ+Au7DEaNPs4FTWcNAE+cz1jOeo2dTD8LFktViriJTwdGRZVFZoRlA8XD7MOSwgBAiz+ofl/8t/rhugS4w7d1tcn1bbW9NtX38Tfg9813u7d9NyG2R3W2tKYzvPMtso/yhzSM9d11rLZjd/240ftFPio/RcC2AeODbEUYRvMIGAmQCg9KzkvEi+FMc83gzhLN5w21zNfMNEvZC43KjonwCL2Hzwc6hhyGmsZcxFsCz8IUQDp9zj0C+335LjfH91b2+3WuNq64fvfEeER5PrcJNzI3WjVQdBA0HvKqsgNy0rN3s0vzhzVBd3E3g3nTfJf91L/ZAe/DA0VABuwH1kjdCNhKKUsbSmIKY8tNy2wL7UvFyz1LJQsmStmKT8n1yXBI5QfeB1dHRwclhY4EAoNRAgs/8n6RfZX7O7nT+ZH5A7f9d2v4VTkheTg5NrfnNv53HXah9Erzq3M3MaJx2nJpssky3bPI9aW2pnfSusC9cH3QwMVDUMR9BccHQYgLiQpJkslySgmKVIpGykKKVwqRisgJ70oQipAJkAmGCVZIrogcx5+HOEeURj2EEMRNgxCA8oBXf/N9c/u2OuN64vof+W75TjnSub+5i3lDt2s2zbdIteBz6fLlcerx07KpcrAyafN5tRB3SzgDubX8436ggDuCg0RLRO+GU0gKCCpH4MfSCBZIaAg4iGLIiIiCCa3J94lVSZRJ8MlZCPGItUfXBtBGdgZwhSkDmMRJg+7BokEmgQ3ACD6VPbb8grvkuw66rznzOVp413hFeFW3rHa3djb02XN2Mtry5HLnM74y2rM2tLj2aDjQOrV8BT7PQO8CAgTdhh7FywdxiDlHnIc6hzqHGgbjBr7HGgeHB1pIQMlsiVVJ1AoSiNZH+scxBzCGXUWqQ+HCYgMRwwuBygGDQcFAOT9N/wT+IX0z/AY6eblaeX24TXfP9u92/7bPtpa2B7Xo9EE0FfU6tN40wbWKdiL2+Dih+s49Q/8lAJgCcERIBgRHIkeWR9pIQYfTB5THwwejRlGG0cd+x2FIOYhQyPyJBoocidfJQcfFRuSGT8XWBH4CccGoAXwAicBxQMWAhv/K/1K+KX05/Jh7F7l5eDd2ALWAtao0rPQFtMc1DLV59Xb1SjY4tmb2kbdMeJY5Krl9+c88Ef7vwLhBjoLKBEOF2cdASGUIdseByG8IgYgch1MHvceJx9THvAd5yGXJXwoVSemJewj/iIHHxkZ1hMWDmwMZQewAgYCeQR4AbX/8f+++WD1LfPX6dXimOHB2LLO18ppyWPH0McoytjNXM4G0i7ayNtm3RDim+ZU6djp4+wd8hP2qftoA7EHsgsbEDkUghkMHrQfKCEtIqEiLyPAIR0hiiK8ItshsCBkIvkm6ijZKYInSSP3ItwiiBx/FR0TVw0PCS4IvAYGA2gAUv8W/B/6P/VB7o/mEOKm2srTvMqTxDDDdsFKwPrCR8VHxhTPtddq21zg9+dy7anv/+4T9Lj5/vhm++v/YQIjCOoP2xFJE7gZASGmJLAjmyK3Iy4loiRvIsshXyMzJA0k3SN3Jq0o/iaWJXAlhiKwIaUfcRcoEVgQ1A6MCtwHFgPU+3H5NPjW8b3rDeht4TrZPdT6z+fIk8O6w8jBvb4awoLEWMYvzoTWJN225P7pO+2k8h/2cPhW+9D9xP8AATIEogtzEI4RtxdyHMUfpyY6J5ck7ifUKHInLyhEJgglZSZfJXYnZiXGIMckCCTyI+4nhCLEGgAbOhgdEwsRzAvABWP+PvYN8izxGutD5sPettgi13nVpNF7zNbIycTfw5nDV8QyxezJW8431APbkt+35gXwpPJf9L75YPqv/BsB4QUPCN4IvwwtEzUWQBtpIkQkYSatKA8pES0tLkEqGir/KLgoDyqdJvgjpiO7IfciwibiImkgXiH1HQ4ZshVSD8cIEgLk+az1OPIE7ZTk5ODC24vZ2Nl51bTS9M79ymTJEsrmxQbHSsqFygPOEdNC1u7c++P953PxA/Z19of69v/EAYsFzQd1CEsNgxClE2AYuBoAH60lJSgFK2guXS7gLpQv9ClyKbkqvCT4ItwjaCFCIF4iOCG2Ii0i6x6+G7YV/wwECGQEu/8w+uzzs+5v6evk/95Q2gLYj9Yx0/nPYM52zrzNNc3tzETLDs1R0brU29W22ojfeeXS6nPyRflh+zv89f31/qACTwcOBwQLeA/fD7sTZxwMIAklcipLKkssSC4NLr8tGym8JLwkPiMRH44ebRyOHDgfzx6YHAMaoBbgEQ0RXQ4PCJUC2v/D+jj0tPD+62nkIN8k2wLY69VN1DHUxdRz1BHWU9cH13TXAtnN297eWOFo4ZTkDurf76nwC/H28cXzCfhy+4381P7VBNIIvgxuD4UVvhtpIQgkxyTYJ3gsNyx3Kq0oRCU+IjcgCx/UHJgcXBy/G8gZ6BalFLUTihOKEGINVgodByABkvzN+YT0BO0I6cblg+L14YzemtuM20bd+d3w4dXiBuOk5PzmlukE6rfqt+tm7JbpW+vj68fqw+nB6Kzos+7V9Oz3ovs2/vwDkQqqEF8WUBpGHBEg1iH3IIUkzCVJI10gJx9BHbocyR2fH30cdhgOFy4W1xZlFE0RlA64DDQI1wcSBa7/yPr49RLyffDD7azqNOpD54/lpeQd5yPoNOlJ66jtYvH88tvyxfIY84jwk+977s3qoOeb5YTk++N05cfoW+yC7tDzzflu/4QFUAorDY4R9xUwGHwakhuDG0AbgRoUGS8Z9BglGd0YlhgkGasY1xZJFi4UQhJYEagOVguxCEkGMQQhATL+Tf1R+gP3T/YT9kj0PfIz8rXxtO+j747yufPF8ij0q/Ut9Sj1afVe87/xk/Cj7Fbql+o451jkPuYN6Hbrgu4W8ET1Kvtt/00GlgiXCgsRLBHqD3QUjxOCEQcUDBPhEdYTMhFiD7QP9Q8nETwPrg3lDywOHwxADKcJWQZDBY8COAKUA7kB8AAAAqQBYv/J/Tb92Pmw9Rj2b/df9oD2sfZE9YX1LvfS+Lb4HvcO9or06/Lm8ervZ+4g7//t7+3q77/x7fQ0+N34JPwAAJkDCQfMB7YHdgoJC4EKgQtQC/kLVgyyCIoGMwfXB5AHoAf9BoUGGAhVCdcHhAQBAzIE6wN4ApkDsAQ9BSMHGAdkBmkG6wKT/vT8yPot+IX2q/ab9o/0MvTH9kT3sfdw+UD79Pwb/Vf92v3p+4H6a/oT+Hv47voD+ej4Nfvd+yD+AAALAWMDeQIBA6UEYwPKA04GXgNXAboCzwEbACz/Mf9WAKn/8QD7AkcBbQKUAyEBcgEGA7kBTQIHBWkG1wYYBl8IGQrnBoQFWAMK/Uv70/v39sDyEvQo8wbzAvbS93X4nfzFAaoDiwXBCOcJWgmPCDMH5wZIBbQBvgDfADsBNQG0/9v/ngKJA2MDiQPqATEB6QAQ/9T8Gvvd+Tn4NPgU+fP5Vvu+/Xj+AP8QAHj/w/7a/lf+LP+uATcCHAJtAvUDMgVTBWkDpAMRAqP+D/6G/ET35vLg8ADx5fFd8aTy0PZA+/UAqwSFCNkNmRA2EnQTHBHgDe8N9AtKCYAHWAQtBH8FhARpBH8F7AWwBfwEeQNMAmL/tPxB+sf3dfYC9q/1Y/ZE+P75uPxH/4gBTAIgAIP/mQEMAp4ARgBo/8T+N/9BANr+s/yu/Fb8CfrB9yP3WfTl8RzxEO+n6+nr6u7f8arz7Pgr/roCRAgqDP8PcxK1E3MRtA8gDwoOrAoSCbwIZAViAnkEmwa1BbYG1gXxBGkEMgOIAMT+EP2y+v33m/XG9+j4cPkP/M//RgA7AgEFDQexB9EHwAUyBJUF9gNtAQUA0/7v+5D6LfjM9eX0r/E38VLyWPEg8FHu9O2/8PbyY/NJ9fP3uPu0//UDsQftCQMK/gqHDPQMuAysC2QKaghjBwIHigbmBC0ECgODAT0DNgOI/yD+Uv6N/b38h/q8+O34ovrY/Nn8Nv2+/ywBAQShCN0J7QjjCTQJVAg/Cj8K8gbFAyYBbf6i+0X5i/al8y3z7PPF8vXy9vU094X2gPec+kb8Qf2C/Xj+XQHFA9sDMgNIBIQFtge7CdcIdQdqCAIKVQlVCRMIaQWOA0ICYgFmAYcAuf53/Mf6Vvsm/TD7gfkJ+kr5/vkK/I385P2T/9r/uQBNAjcC+gBAARsDaANSARUAR/58+6f6FPmf9UL0Q/Sl88XzxvQS9wn5rfr//JP/RgAxAdAC9QKpAusD1APFAhYEqgTmBBIGdQfMB0oJQAsJDdkNNQ5QDHsJOAcjBl8GXQWwBG4D+gByAZkD/AMtBOADQQFBALkAkwP2BLoDxQKTAUL/aP8JAJP9gvyh+x/5Sfhf91n20PTF8QDx//CN71Lw6vHD8LnxB/Sw9Mv2t/gU+S/6+vxM/WD8Yfwr/lf+K/6T/1EAuv+CANUBNwIHBbAHuwdZB2UIdQnhCegIkAhZCJsGDQiLCdcIvQpnDWwNUA6oDs4NDw/PEAYRxRBHD1wNzgwkCzkJjwcXBCYBnv7//JL7GfqR+Dn3CPZu9PH0LfVp9Mv0evVJ9aD1pvaP9j718fT29SP1EvRk9ab2ZPWr9Rf37PSq9EP1qvXy9iP2lfXX9dH0SfYI+PP44/pG/CD8Z/+OAo4CPAUTB7wIGgtaDPQLmA4nESISMxT3FB4WxRS/E0MUJhNXEL4ObA0UC5UHkAarBQEFZAW+A54D6gNTBNoD5gMLBH0CKwI7Ab4ANgDe/gr9gPuM+dj6uPpl+TX68vny9V70WPPA81Lyre/p7XbrrOoz6w/se+rH6tPr9Ox37o7whPOp9G/2CPjj+SX7Yf5dAU0DFwXXBzoLAwwODdgOlgwPDXwMGQmLCccI7QfhBpsGLgdPB+YHlgnoCqcLyAyCDgkNSwyCDWEM6Qv4CAcJGAgYB8EH4QYdBcsF3AVzBWMDLALkAUz+Qf3p+qv4VPWU8hzyR/G08CvvFe6u7lzvbPFS8M/wTfKk8p/yn/IC9jL2wvgf++r83/6BANoCjwTrBU0FywRdAgoCPAAVAUv/yv9nACYAtAPgA3QGAgcvCUoJ+AlbCiQKJAkoB18GhAU5BxcFBgWFBgEH1gewBssF3AabBvEFpQQhA2gB5AHf/g/86v2C/K37p/tg+f35/vsI+eP5gPjh9UT5VPcz9vj3+PfN+GH8Rv2N/fv+IQGeAd8CIQJTBE0DqQLJA5MBrgEl/+ACTQQFAVkGwAUoBcEIVAcuCOcHCAgyBdYEgwIxAoMCG/6//mz/C/64/Qv/h/qp/nj+5Pw8/xT76f2S+876Dvux+NH5ofkU+cb4RPoP/M76ff0T+of6d/3d+Ar7lvdl+dP6BPzp+gr9R/4F/eACVwHvAiIESARIA4AIQwiAB5wK4gcqDPoM7wzwD0cPnhDED+UR8RJBDlMSNQzXC0sMDQiLCVMFYwRzAqQBh/6D/+X/QPyY/XD8FPkf+R763PWK9MXyuPD78SDxw+5+8qnwv/A88wDwQvJ09DfyMe9j8vXu3/Kv8eruuvNo8EbyMfP99vf1Nfve+yv8MQJCArsGHgjcCYENgg6+Db8QfhE4FJQV8xesGNgXmBsPGs0XixpuFn8VAhRHD2kSOw6oDsgKYAsUDJYINApeBdEGqgRH/44BbPs6+nz6HPKg9g/wqvN58oHrHPPY63Lwkeve7OjpU+UY6l3jBeJ+40zgg+GO4zrgzOmJ5MjrqO1n7zj3WfRG/UD6g/8iBagCWQaRCSkKyg+0D/ESvBYDGJ0adxvkG+QayR0KG4sZvRnSFggYOhlkFCQYUBleExkYZBUGE3QT6xBQDPkKcAiJBLsFjQBz/7//bPtA+mv5KPU99Azyp+5F7CrrF+Zo4r/iP9yH397dm9kr4FDcyeDJ4RriPubW5bLr4umy7JPv4PHK8sf3UPn0/NoCAQPBCJEKbQ9yD2oVEhPoFsgYDRQKGyQXgRrpGXYahxu4Gqgcvht4HhUcKx1cG/Qa3hmxF/0WnxLFEEYO2g+WCR4JzAYxBGICuPyC/df2qvSp8TvtDuoe6Sjn0OTQ5PbjEuWp40Pl++FI5VjjmOEX5lzflOVd5CDhdehv5tjqXfEA8NH0tvYF/c/+TP+1BZ8E2ArHCXINMA3wD2oVCxGmF18W/hmNHbcYrx5TIKgcUyD1HDscbR4JGlwb+RjRFcEVjxKuD5gP3gx5B28GQgPJ/YP+/vlv9lT3uvHr8vHywu4h8uDwue9B7lHt9O1l6SPpM+af5BHkEeQm4XjhUuKU5MHn2+UV7uPqtPC08AbzdfdP9zz+GvsLAUf++Af4CB0H1A0gDkcQ0RR/FR4Xkx1lF8kc2RruGuocpB6SGikY3hqvEsgYeRMbEDwQOgrBCEkGIgTwAfsCBPy5/Zj9MPtX/XD4//uL+Mj6zvqr9ab3U/Qm8ADwUe626OPqKOa25m/msOYu6ITkp+rC6UvtD+wl7vXvPPAB9ObyrPkY92f82v47/doCigZKCXUI7w1MDsASORXlEPgX8hWAFs0ZSBMUGSoZ9hLRFBcTWBJ5Eu8NOw2xCIYJHwrsBEQHAQLxA9oBtP9iAHgACgCS+2IBO/tB/TD8KfhE937zQvNG7XPyROlQ7A/tM+cq7djqDuta6hXunOoF76Puje998DjzdPTh9ED6LfVz/6H56gA9BMQBWwqrBocMVgwQDvsQSBJHD34R0BJeEl4TEBD2EWIQvxBtDwUOmA5yDcMNWwqXCy8KVAi+DBwDeQXnBeUC0QbEARYBLAKIAcn9ygFg+mD6W/st9eb0iPAX9E3xN/Eq7ADwbO7O7M/wRepo8SDvZ+8m703xePD28lT3+/Ev+QP5wvkg/X39VwHQBL8CwQbiByMH9AtaCSYPdgsEC64OGQqJERoNYAsEDQoM3w18DCsOcQxGDSUNFAskCksMSwskCw0HLQRwCAcFfwZpBkIDlAJcAPUAUv+Y/Sz/XPwf+U/3/fbS9+L24fPQ8r/wMvJj8lfwnvGY7jj0je8Q8IT0be9Z9g313PTc9gP5H/r0+5P9Nv14/7QA+wImAH4ETQMtBtwHbgRvB5UHbwcHBmUJugRqB/0Ilgh1B9sEdgqgB5YJoQi8CD4G3QhgCZAGCQoiBdMLMwZjBF8GDARfBgwDSARM/8QAJgDa/p79ovsV/cj6L/mm94D4kPfC+Xn0X/VJ9jjzD/u19AL1/vjX9t356Pka/GD5nfs7/Rv9V/+S/K//aP+0/64AYgCeAngCz/9oA/UA4AE3AskAYwRc/WgDCwEQAVwAAAC1AyYBoAWEAzMHiQKlBZUH0AN0BsoDIwaIAdoCJgJiArUDiAAGA+v/+wFMAd/+4P+j/Tz+AP6z+8j72fsw/N77Kvoa+7P9qP2C+9/9O/0K/Uz/XP7w/6j9bf7JAI39iP/w/o0AAAAm/44BgvsQARsBff5oAaP8pP+Y/cn9TABX/Xj+Uf0b/kwB2gFoAgwEeAAtBIQEeQN+BPD/UgGT/uoBQQB4AF3/EP/aARb/jgMmABwDTADw/sT+MQA8ASv9z/7u+Vf+s/up/iH/L/p3/fv+aP+u/iz/6vwgABv9eP8AAN/9rv7f/XL+1P3P/yAAJgAF/nP/AAD2AtQAk//KAeoAPQPlASwBAQUiBEIEdQiqAzkHSQg0Cu0HsATRBvYCkAYbAcAEFgJi/o4D+/+TAZkDUgFNAwwDo/4nA7n9CwK+/WD6XPw/90v77fa3+fHzq/ZU97z2D/rG9HD4m/Xm9PL1i/Y49IH5P/lq9+/9k/0L/9T+RgCI/WIB8AGkAn8GiAEsA+sDMwYTB/8MJQx2Cr4M3QhyDRoL/w1GDd0ICQoyBV8G0AS6A6oE5QLrA5UFbgTrA9wGxQTQA6QD5QJ5AxYDcgAg/OT7hfeH+8n8Kvob/QP5ofeh+DX6t/jd+ZH41/cZ+ab3Rfqy+YH5bPvv+6j8uv+I/9/8YPqd/PT8Z/3V/wr9AP6s+Y38d/wP/H0Auf0VAIL8R//aAJ4AyQDq/sn83vsh/438r/+IAAACDAPmAx0F4QWQBlkHoQhfBpwJHQcTB9IItwg+B6sFBwZNBJUF9gNDBX4DRwLQBGQFtQTQA+EFtAGZAW0BEACjAMr/cgHk/Rb/+vww/Ez/xP36/FD6Ff0v+u33svmW+Ar8jfyC+9T+G/1G/Jj+kfmc+kb8cfqX+cH2/fe393H6CvtP+Ff9kflL/M/96vzf/vT6g//v/Mn9uf6d/Ff+AP41+wv/XPxx+t8ABQAHBWkGSgl7CAMJDQiFB6EJ3AesCD4GFwVeBCIFBgSaBPwEsQc4BswHwQYBBCgHOAYTCCgGtwgYBk8IjwU4Be0IqwW3CZoFtgZjBEgEbQIgAL/+5Ptx+4L77vnM9fj3mvQe9y72Lvc09xP2+Pbc9fL25/Xc9Tj0y/MM9Kb2X/f5+aH4Zfm8+JH57/xh/BD9L/oD+Yv3I/Xb88z3tvYP+vr7a/pR/ZP/LAFNAtsELAPCCWUJGQo1DIYK3gv9CFUK+Al3DP8M6Qx2C5YJXwgdB4wKRAcpCKwKRQpgCWYLvQp6ByoL7QihCsIJ+AdvB0gFwAXhBTMHcwP3BUIDfgILAkz/g/6H+mz9cfpK+B73RPcy9BL1ifNM8I7xD+0h8f/tQfCT8OrupPCo7fDv2e3q8KTypPFd8QH0CPYN9wT6jPpL+qL6Yv3e+5P+gv3E/gUBJv95AzgE0QalBeIH3AeGCSUNgQpdEDEPqhHKEeAQUhEAEJMQ6xFTEgUOfhFXDnwNOwz0DUsL9AvzCj4HxwhBAewFtP8G/0H+6ftL/C/5w/uA98P6cfoU+r36bPxX/vr7Gvy4+qf5kflw+FT2Zfel9YD2PvZ/9F/1UvI49Dj0pfQD9+f1Svg+9g75//rz+bP8zvrl/37/EP9XAIP+uQAAAd8AQQDr/+oAMQG//6n+8P/qAPUACwEmAAYDAQS6BMoDYgEm/7kBkwEmAoUGtQPcBjgG4gdKCioMSw3eDAQLsgpGDJYIKgv4B3AI1gWVBtsEjgKkAtr9qQHu+jwAuf4b/XP/XPyu/a78cv6Y/Qv+K/w3/2f8k/7U/vX+V/5R/G3+DvkE+5b4m/aw9XT1pfUj94b43fhA+x/7IPx3/CD8XPyd/DD7l/qc+v75svmS+4f7BPxX/jH+BQF+AmgCXQNBAakBvwKUA9UBeAJHAc78Yv5R/Mj7XP3J/RD/qf8mAWMDcgF9AUwAMQK/AvsBqwVSAg0G5gPbBKUFAgaRCfEEiwfsBF4E1gRuBCIE2wPWBecHegdpBdEHPQQyBdoCeQPPAYj/cwLU/FL/nfts/TH+s/tc/kb8MP2j/Dz+xP3P/Z79kvzD+jv7H/sO+R/6L/hb+Yb5Zvph+7j7cvz5+lz9cvxi/mL/bf8AANT9nv6+/cr/K/6D/vX+uf5t/tT9Xf+j/QUAxP4m/4gAbQFTBFMFYwQ4BGQFOAQBBXMDLQV0BL8BngFi/Sv9GvwE/KL6yPoK/CX7tP7V/0wBJwPQBKsFmwYiBVkFUgLa/lwAK/6DAVID0QUNCLEJlwqyCuQMkQl1CcYGFgO/ASv+UfzI+/n5l/kq+2b6//sw/L78z/2d/Ab/NgCpAEYArgC+ADz/+gCp/9oATAEGAtUCTADw/1b8Bv9y/Hz8Jv1V+Jf64/kK+w/7Qf5X/SH/RgBBAKkBbf+5AJL8xP1B/UL/8P5yAakCBQFIBV4EfwakAqQDvwK/AWgBJgB+/zD8Jv2t+4L8o/xi/q79k/36/Db96v60/14BTAGUAz0EqwUHBhgHZQiLB8EI1wgNB5sG0AQcAlwAfQCeAIgAgwK5AH4C1ADr/3IBs/1X/zz/7vqj/JL7Svka/B/5Z/xG/Hz7TP0r/MP74/n/+zX7Rvx8+wr89Ptm+/n5FPq3+dj5Rfov+O761/Zx+of60/tH/qj9RwEAAj0DJgK1BSEDeQPFAhAAnv+D/ib+s/y+/a371P76/Vf/GwCO/20CEAF+ApkCrwMMBDIESAOqAzgENwLrAlgDgwLKA+YDnwTQBGgDqgRdA3gCtAGUAnQE8QVuBX8FIgUXBA0GXgQyBOsC0AJHAngCygJiAfYCYgKOA5QDugTRBZQEAQTgAvAAngFtAaT/rv6M+4L7l/nt+Fr4I/fM9qv11/V+81n01vMG88rxePAB8gvxefJj8jLyMvO79cL4MPtH/rT/MgSlBf0GsQhUB+wGsAVjBAEDAQMLAjcCQgQMBGkGrAgvCdgLOgv+CtML+AixCKwIbwcpCKAHpgjuC5gOIhJZFLYVExZUFoUV2xG+DrEJfwVNAm3+w/us+Ur5ofjo+cj6bPti/d77YfsU+vj2lfUc85Tx2u997ybxEfPy9T/4Ovr6+7j7D/q3+Gn0pPHf7r3roek/6XDpe+k77SDvEfMO+Fb7TP1o/2cACwFXAZgAFgL2ApQEugSgB1UJhwtMD9QPYxKfEqUTXhThE/ESmhKZEWIQtBBHEBERTRFIEk0RAREsEI4PFg/OCz8KCAd/BZQE5QIFAcT/IP5R/Ar7D/rI+in5i/hJ9lP0wPMB9Obz2/NO9MvzVPXR9Lv1f/TL9FPzR/HF8Z7vXfFi74fuIO/67kfwIfF+8gbyn/Iy89DzHfVZ9pv3+PdK+Xz6kvxS/xsBqQJCBPEF4QZaCO0Hlgi8CFQIEwnHCO0I7QdqCHAIgQowDGcNow+jDskOUQ0EDfQLJAvYCrwI7QerBUkGIgXyBqsHVAYTCG8G9wYSBucFXgWaBOYDEQPaAngBeAJyAdQAJv9B/nL8jPrj+U/3i/fs9FP0MvQj9Vn2VPfj+vr7Yv/lASwDaQSgBQwFtQSZA54CXQHUAMQBXADgAbQAuQC//8/+IP5Q++P43PQi9BzxV/Bd8Evu5O4G8U3zM/Yl+2L9UQCfA+EEWQVCBBYDjQDa/iv+qf4x/7//8AHQAmkEbgXnBh4IEweVBk4FBgQnAzID2gLrA38Fagf5CowMNg9jEdASUxNTFAIUeREhEXgPsw0qDHsJagcNB4QF5wWaBGIC1AAL/lz8sfiF95/zSPK/8SHw4PD1723x6/EM9Af1pvbS9+j3Zfjt9ov2xvVp9dH0tvbd9+P4D/uC/Hj+bf8Q/wv/nfw1+sf4y/R+8p7wBvER8ZTyivTi9zD7+v1NAj0EqwfzCTUMMAw7DUAMfAw7DXwNIRDPD24R6xCDEb8Q6g8bDq0L2AqhCCMGfgNzAkEAGwH1ADwBLAMyBecGNAihCTkJkQntB6sGqgRoA7kBo/7O/CX7ZvqR+FT3/fW79Mry3++j7jvtuOwP7VXrvetL7IfsYe0r7snuzu2e73Lu5O5H8L/wv/HF8m/28/ie/Rb/fQGvA2MEXwb9Bh0HCAcuCCgH+AfdCMIKBA2YD3MRrxE5FTQWxxaAFmoVDRWaExwSHBEcEdUQgxB9D4INNQzNCiMIPgY9BAsCUQB4/kz+rv1X/Y39w/yu/aj96vx8/On7Rfk/99f2hPTb87XyAfK08crxtfJZ9Dn2LvdQ+az58/kP+ir6OvmL94X2oPT39DL0PfRO9Yv2+PjO+8T+GwEMA24D5gTKA8ADfgNoA9AD5gNpBi0GKQn+CQkL3guyCmAKNAlfCLsFpQXVAycEbgXLBCcEIgS1BMADoAWJBD0E/AP2AhYDgwFXAVf/G/5W/Jf6Kfl7+Jb47fhQ+2b77/wW/rT+qf+O/wv/mP2C/NP6l/oP+gT6ZvtG/Nr96v6jAG0BVwEsAhECMQIxAjECCwLqAVgCaAJYAokDTQNtAl0CAABz/6P9QPwf+0r58/mn+c77Z/yN/cT+aP+eAX0BkwG0/+r9IPxK+Qj3sPUM9KX0PvbH9jr5Cfp8/Dz+NgA8ASECEQNiAdoCMQJtAicDhAP2BFkGHggpCQkLJAucCwoMsgpgCkUK6AiWCEQIiweLCP0IOQmxCf4J/QhqCMEHKAbRBScE1QLlAWIBeAC6/+D/PP7J/bP8//pV+Q338fN48Yjvgu2B7L3rVuze7THvffBS8i3zOPTh9aD2Lvdr+A74+Pen+Jb4Kfk/+S/6MPtn/Ar9PP7f/iv+AP/7/jz/WwBnACsA9v/7/40ArgDPAaoD4QRJB5EJ4wswDn4QjhE9E5UTtRPRFG8UmhNTEhwR+w8LEFEOKw2tCxkJZAcSBXMDYgGjAOX/+/48/jD9vvyo/Fz8jPsK/Dv8GvzU/FH9Yv0g/Tb9o/0V/B/6dfg+9jj08PFt8Dbv/+077YLtH+247EvtO+1h7WfuLPDl8cXzoPVw+FD7EP4FAU0EqwcZCvQMdw6TD0wQRxD1DnINbAzoCS8J0QfGBXkEMgMcA+sDMgSEBAwF/ATsBewFEgZvBrsG9wZJB7EHOQe2B+EGQwYHBdoC9QFcADz/qP1G/OT7ovqM+u75hvn++eP5w/qB+kD6t/n4+Fr4zPZU9tf1/PSP9LrzB/Qt9TP1Ofas+M76qPtB/Wf+rv54/4P/fv+O/kb97/th/Lj7JfsK/Nn7k/1t/5gAygHAAwwEHQX8BXkF3AUdBX8FiQSfBHkEHAThBMAElQXsBdwGvAftCHsIXwh7CDgGtQWlBD0D1QEFATEAz/4h/5j+C/6j/bP97/1y/a792fxL/Pr7w/sg/er9mP5S/8//4P9i/4j/G//P/cP8S/yM+5L6+flA+vT6FfwQ/X3+6/8bAFcB6gFiAl0CngK6A9sDXgTxAwYEiQRYBH4E7ATWBLUEeQUXBUgEwAMRA1gCRwJHAYP/6v5S/lz9UfxG/CD8Ff1y/bP9Qv/q/l3/z//E/23/c//l/8//8P/P/1IBrgHqACwC0ALmA7UEZAUtBlQGbwcoBzkHkAZuBRcFfgNzAkcBIADw/0z/C/+p/iv+EP5n/BT76PlV+bz46Pfo93v4zfn0+rn91f9HAScD9gPbAywDfgLgAa4A3/5M/jD9XPzD/Lj8fPwl/Fb8s/sl/CX8fPsw/GH8fPyo/Dv91P3w/pn/1AA3ArQCSAN5A7oC0AJiAgYCugJHAvYCIQPQA8ADhANjA24DjgKp/3L++vsP+4H5ofjj+AL5W/kJ+tP7GvwK/Yj92v3q/cn9Jv18/Gb7l/re+oz6w/ud+//8AP5t/lL/5f5M/2j/1P5S/5P/tP7a/xAA4P82AGIA3wBXAKn/AABRAGcAmQFdAk0DbgRZBh4I8wj4CVUK8wrCCnsK0gn9CN0I3AdfBx0G2wTABJ8DUgPrA9sDDASEBMoDQgO/AuoBBgK5ARsBtACYAKn/AP8b/mL96fsv+mv5/fer9hL1DfX89FT1wfUd9sH2zPaQ99f3vPdl90T3pvcI+ML4/vlL+4392v6YAFgCHANoAwYDpAP2ApkCQgLqAfYCXQMBBDIFSQa2B/MISgnSCXAKyAroCpwKpwr4CdIJRAlJBwIGSAVYBCcD2gErAFcAQv9S/qP+9f08/o7+rv6//n7/bf/E/+D/z//2/woA5f9C//X+PP5S/vr9mP6Y/cP8s/xb+0b7kvpb+mX5DvmR+D/5svmA+Hv56Pin+HD4lvg5+Mf3L/hf9/P31/ft9+L3i/fN+JH5QPrZ+wr9k/7V/8QAXQIRA5oELQVOBl8H1wfoCQMKBAuyCw8McQxhDN4LLwv5CrwJ3QiQCJwJXwibB4QFAQTrA2MDMgR0BscIkAdqCOIHiwg/CfgIpghfCG8H5gTbBGgDugLEARv/Jv0r/B/6/vg592T1afU49T30I/Md9F7zbvNY8hHyQvPm84T0sPTX9WT2Ofcj93D3YPqC+0v8ff0K/dn8Z/02/iv+Bv94/yYAZwCT/0EAPABo/8r/UQAgANoBBgOZAz0E3AVEB5YI/QisCXwLCQvdCtMKCgy4C3wLVgs6C2AKTwkpCKsHKQiLB8wIxwdJB+cGoAa7BS0F7ARjAxEC5f+5/p38bPtb+Sn3avZk9RL1ivUS9Tj0hPNu8tvz5vNj81n0HfTV8ifyN/J98EzwAPFN8aryQ/T99nX4svnk+878vvzD/AX+Bf5S/jf/mf8AAIgA+wH1AcUCSAQtBpsHvAj5Cr0LGg25DiEQPBDwD4gQrxDfD5gOEA5RDa0Lwgk6CrwIIweVBm4FAQWJBF4FDQfyB2oHtwiQCIAHKAfMB2oHLQYnBI0Az/5b+zr5hfeL97z2u/Uz9U71OfdE9tf38/fi9tf1kPYj9bXySPOU8bTvnu9N8dDyU/SF9Qn5rfrD+s77Rv2+/Hz8yv4m/cP8V/4m/8/+1P6e/7kAPAG+AAsCugJdAtoCpAOZAxwEywXcBqsGPgZ0BqAG4genCVsLyAz/DJIM3gtWC2UKiwnyB+EG3AYdByMIAwnCCUQICAf3BVgCIAAKAEf+qPxc/Hz7vfoZ+qP8JgByAN8AlAPgA3kDFwVYAzwBtABd/7j8Gfru+b35vPcI9pv28/da95v3H/mn+Hv4vPh19zn3sffX9z/4E/ih+Nj57vkP+lD79Pvv+/T7//xy/RD9iP2N/d/9Nv1y/M78XP1i/uoAfgP8Ay0G8gcuB8cHegalBUQHGAjCCe4KFAyzDZgNwwzTCz8JWQd6BhcEzwEQAdQAMP1b+yYA+wJHAjgE7AVuBBcEYwQAAjH/uf0w/FX6x/eA9j72uvIL8ULz0PIy8y72I/fR9hn4I/cH9bb2pvZf9dH2A/mR+aL6H/tm+//72fvf/eX/9QAWAmMEfgPFAoQEBgMWARsBFgPFBA0GxgYjCHoHtQUjBk4F2wR/BVkHzQmsClsLFAynC0oKWgmmB6oEBgReBIMBnv5S/6n/aP8sAY4DBwXKA+ACugLPAK//FQCY/oz7GvvN+cH3E/jH92r37fZ09Qz0I/WA9lX4jPrC+f75h/rj+kH9Jv9t/tr/JwPgAqQDTgV0BK8D4AOqA8oD/APAAwcFXgT7AUcCqQLwATcDLQSfA2kExQR+A4kCAAILAlMEdAV/BsIKBA2+DUYODw2yC7EJLQViAQb/d/tr+Sn3CPac+GX5rPnk+0D7p/hE9zn2CPbs9fH0xvT89B30PvVU9vL2UPqC/d/8MPwm/Yf7bPsa/DD76fpW+5L6p/jo91D5K/yY/SYAfgNeBV8I4wuXC5YIMwYBBcAEMgNSA/ACowAmAHgBNwKDAa8CtQPAAz0EhASEAzECBgKvA/wEuwXoCNgL3gtQCsIJTwiQBqUFsAQGA9oBaQS1BT0EWAKe/0b8L/nM9/j2oPYp90n37PUt9bX0OPMX9BP4cfs7/Ij/bQKeAIP/Fv+N/aj82v1H/57+JftK+T/58vVu9Pj3kvsF/fb/ugI8AvUAPAAmAL//+/4QAOACfgLwAAwDqgOuAfwDhQZJBw4JWgiQB3QG4QTmBNsE9gPhBBMHKAfBBicENgGDAckAyv4AAAwEZAaQCAkLvAkBBVIB5QFHAZP/bQDqAN/+vvv/+h/55/WV9E/2KfjY+ED7iP2C/Rr8cftQ+4L9V//aAOUBCwFS/rj6t/kD+Yz6Qf0h/7n+IP7E/aj7t/lF+Wz8tP8hASYCOASfBHkEOAVuA/D/k/7JADcDUwQyAzID0AS6A1IDSAUMBS0F4wmYDWALXwibBhYD5QK6BPwEXgXsBVQG4ANX/gT7XP3v/Tb9jv5c/cP8XP6C/ML4OfjX9gL23PZ19mT2b/a29aXzXfJC85D2i/hw+Mj7Jv7T+kX6Jv2++2H7iP42ADz/mP5o/7T/6v53/Vf+yv4x/10C9gNeBMYFpQXKAgsC+wGYADECygMnBI8F1gXLBUQHBwYdBT0FnwTABKoESQacCXINiA9oEDEP3w2zDRQL1wicCZcKsQkpCE4FuQGI/cj7cvy4+7j7IP4A/1H9Vvx8+in5FPr6/PX+v/5i/o7/YgD2/+AB8AH1AcUDJwQcA0cCVwCM+5z5OvqM+VD5yPre+rL6BPro9+f1B/RI85/zIvO08KTxBvH07Sbvvu+I8E70lvj0+9/+TP6N/Or9cv5BAEgFgQoKDWwMUAzZDO4LwwtHD1gSpROqE58SyhBbDM0J0Qe6A/D/o/6T/Qr8vflP9pD2T/dE9wT7V/+YAEIEAwg5CEQIrAgOClYL7QlJCGUIaQbLBJ8Djv/I+tP5Yfts/KP8rfok+v757fZ589DxpPHr8WjymfBc7p3tCexs7crwHPEt86D2M/b99ej3Vfpx/Rv/CwHmAy0ESASKBgMI7gorDuoPXRHxEtsTehSQFf0V/RTrEpkRUhCtDFoJlQdHAib9MPy3+XX2t/cP+uP6Cv3U/iYBqgPQAz4GKQo0ChkJ4ge1BFIDTQReBDcCEP8x/rQA8ABc/Hz6GfrR9kT2A/dk9L/xC/AV7nHsNeu369/uifHw8crx4PCd8F3yxvSm95f7Bf1B/jwAxP9c/Tb+MQKEBNEHyAwWDxYQKBSQFpsVthUZF2sYpxmMGMEUaBE1DHoHEgXEATz+Jv4A/4P+uf3D+1b7Jv1c/s//iQOEBIkDlAQ9BKkA+/5z/88ApAIhAWgBLAMLAq//7/0f+zr53vpA+5f5b/b78PnsS+wl7DDtcez+63LvcvD07cPtYvAy8n/0DfeR+bL6vfol+zb8uPyS/BsAugPmA8oDAgYICN0IyAsxD6kPEBD2EdET9xMMEroQgw82DWYLSgriCNwHsAZ+A9oAQv9m+2H8LAK0AhYB1QLrAsQA9QG6BFMFYwTxAwYDEQL6AAUB6gEFAYMB7ATQBG0C5QHK/v/6Wvhv9j71Q/Ta8e/uFe+j78nu5O297M7t5fBj8yn3BPpL+g75JPjM9yP3kfkQ/rkB/AMdBV8G7AUoBTQI0wvvDGIO9Q9MDsIKzQntCOIH2Ao7DGEMawuWCbwHfgRzAhECRwKk/xD+Uf2Y/SYAIQG0/2IAgwLAA6sGlgicCfkKZgxVCjgFngL3BfMJcAkYCLYHhAWuAeX/6fv990/3NPlA+qD1xPDe7Wbt5O137gXwO+9H8H/0b/a29bDzqvR1+Gv6a/lb+vv+5f88/3IAQQD2/zcChQYNCG8G3AYOCVoIAQV5AzgFWQdECEoJnAsfC3oGUgKO/8n95PyY/Sb/Xf+u/Uz+V/3d+Vb7aP+jAFwAngKZArQBfgPRBSgFigWgBxkJjAtgC9gK+AeEBaoDtADP/TX73vrN+Cj2/PN+8fXvC/AF7zDuzu5t7wXvNu/w8G7y4fR19yT5FPqt+rP7yv72//UAmQMtBkkHxwcTB1MFuwYjCF8HaQZDBiIFEgZfBucFTQQcAl0BRwFyALT+LP9M/zf/Uv88ABD/MQD7AV4EHQfnBuIH5wUHBW4FlQZ7CNgKiA5GDcMLrQuhCCkIHgj4B4sHqwdECJQDv/++/EX6sfgu92T1ifMG8r/xyvEK7zbueO9Y8SLzlfY0+RT7zvyc+i/5CfrO+jv9cgARAlgCkwFXAYj/Mf99AbAEZAegBhgGOAYSBQEEqgP2Ap4BWAJoAwEDPQMmAYP+k/6o/BT6vvuj/o0ABQFoARABYgDaAfsChAW2BscI5AzpDGsK1wc/CGQHegZlCHoHtgZIBHIBzwAA/zb9zvz0+7352Pgu9qTytPBo8I3vr/EX9G7zhPSr9ef2A/e9+Qr7Nfvf/YkCxQTVAi0FPgcTB0kGpgeVB7EHGgtbC+IIegbABRcE7AQcBDEBCwJuAxECfPzj+Dr52Phw+Cn5oflw+aH5nfv5+az4MPzP/W0B5gPFAuAD/ASVB0kIRAiXCrILdgvoCGQIfwZeBEMFSAPV/0z/UQAgAOr9Cvtr+Kz3e/ib92r2VPXW9F/2hfVk9Cj0sPR7+DD8c/8xAQYD0QWVBbUFHQegBvIHcArYC4cM3QqbCIoGsAT8A/YD8QPlArkAQf6X+y/6ZPZ58y30wPS79bD1sfce+MH1SfaQ96f43fn0+yz/xAB9ACEB/AOQB90IcAolDVYMFAuMCr0K/gntB6sHSQjRBqQCLAJ+Ajb+nPl7+ET4RPcI97H2SfVz8srxOPMn89XxivVW+xX9uv8sAsoCnwPnBZAHawlLC1YMqAwEDWEMhQh6Bx4I/QZ5BL8CiAGe/bH4Ofdu9MrwjvE98vDxwPId9Ejz8fM59rz2t/dQ+xD/vwFdA+AD3AR5BBIGvAjtCPMJBAuBC7cJhQbQBF0CRwG6AhECqgO6AmIAQv///FH8CfoE+2z7e/nd+af4Hvg+9gf0HvcT+EX5uPrf/J7/KwAGBNAENwbHCFsLnQxQDLILbAyNDeQNfQ6dDf8NYQyiC4sH8QNHAmz9S/ro+Kb2HfWV9Xr1efMc8WPy1fE49Mf3H/tn/isAQgO0AiYCtQNOBWQFpgehCBgH5wWqBJ4Bs/08/oL9tP4G/5j9gvxL+qL6lvhl95z4rPkJ+qH5cPt8+ob4P/nN+bL5fPtS/jf/eADVAX4D/AQYBrEJhwsaDK4NmA42DvoMqAwwDeUPHBELD1wOJQ1FCmkGlALUANT+6vxR/bj8yPok+C72PfQs8YPxmvTR9vj48/n5+rP7bPu4/NT8xP/lABwDXgULAaMA5f5X/fr8FPv0+tP6ofpg+Lv18fQM9MrylPN/9E711vTy9YD4lvhw+Bn5kflW/CD+GwGJBPcFxwhECFUJ0gnoCpINBQ+ODxsP9A3vDrMO/wxyD3IO7w5iDmwOvg1QCjkITgXQBJQD6gEmAVL/jf0E+xn4T/g09y/4p/lb+kD6l/ls+636H/lb+aL6kvpA+rf5RvuM+Wv5rPgp92v4/fc0+WD4T/gO+B73u/Qy9Lry9/Sm9u32Wfa29Xv4RPeG+HD4cfp8+9/+BgNjBNYEPwi3CioMzw7fDkISiRJOFSgVDRWbFasUtRPhE+YTYxJ4EEcQyg9lCkUL7QllCRgGYwQmAiv+xP29+kr5WveW9w74ofgZ+FX4Hvgf+mz7gvvO+3z8S/xg+rf5A/m29v31LfXW83T0mfJJ9tH0sPOw8wbzn/M98qryJ/PW84nzHfW79EP1f/Xz99L3wvhs+xX8zwAAAnQEkAa8CAoN7w7rEmMTGBWhFwgXexibFhQY6BfMFScTARKUEVIPkw6XC+0JvAjtB/YEJwMVAMr/Qf2C+2D6a/gU+ZD2P/cN9tf14fUT97H33fms+Q/6JfvO+pf7S/p3+5L7w/vT+wn68/hf9xL1u/WU8U3ztPEm8ULzQvHF8hzxWPNI9Bj1/fVa+Pj41Pzf/QABMQHlAIoFaQQOCoEK2g5zENsRxhMGEnQUthTRFOcU8RJuEusQ9A1XDh8LgAnRBucGbgN4AX0Az/65/p79K/1Q+yb9svmi+tL4nPqt+jT5H/rN+PP5vPeh+Yb4svlA+vr7BPx3/MT9vvxR/Zf6rPlk9iP2oPU99F7z9vKJ837zhPRe9MH1j/Rl+P757/tH/9/+5QJSAcsE4QbyB7ILogwbD4gPMhHVEXkSHRNOE9ET9xPFEqkQIA+jDrgNCQspCWoHmwbsBM8BeALg/67+bP36+438JPoV/Hz6svoE+pH4ofm894D3zPfM9834zfjc9t35GPc0+Lf4zPfe+iT48/nz+QP5YPiw9dbz9vNT82/2wPSF9g33DfaX+WT2UPrd+Xz7rv54/hsBPALQAmQFbgXHCL0LCgxCEJgNtBBuEdQPFhG5DiAPrg4rDXYLawmQCD4HxQQ4BTIDpQSJAp4AJwMx/xsAzvww/RD9K/xS/nH7iP02/O/7QPux+NP69PuX+2H8l/kk+YH60vc/+Yb4yPpW/FX5uPro+ML4rPhU9g748vas+An6sfj4+D/4QPtF+nz6MPyz/Cv+PP8s/8//r//fAJkDTQRaCBgIrQtQC7gLwwsfDDYP2Q3EDr4MXA7TC7cKzAeQBgwESAU4BWMDOAQbABwDbf9iAVwA9f3a/lH9//yC/OP5VvsE+qH4KvtP97P7cfpb+lD6E/ic+mb7S/r6/Hf89Pwm/cj77/3j+Wz9JfyY/HL8rvxn/RX8bPt7+Rr74/mY/Fv7ff0w/Ef+jv7a/akAeP6OAV0CrwOVBaAFfwZ1B+EEdQgYCIsJNAoDCWAKSgkkCh4J/gl1CLEJCAntB/wF8QQ4BLAE9gOuAWIBxAAAAcn9s/3N+fT6Cfll+P757PUZ+mr3SvkD+d33yPuy+Xf8S/o2/J79EP30/I38Yv3U/K//Nv66/3H9Bf7P/hb/8P7q/Wz9EP3q/Ar7K/1m+/X+Qf1cAOv/+gCeAWIBmgRzAn8F2wOKBpUFEgYCBg0H5wY5B2oH4QZPCacJRAj4B7cIaghKChIFiwfmA38FYwMsAc8AS/wA/5z4kvqx92/21/bs9bv0GPYN9YD40/nY+N/8l/mT/sP71P2j/er92v9GALT/ggCZ/67+4P9R/eUC5f5SA10BFQAVAKj9bf8m/VH9Bv/O/HL96v4J+lf/vfqZ//b/mP6/AY4BtQMhA1MFFgP3BbUEKAarBRgHMgUiBfwEYwPABGgCWQW6AwEG2gIGAl0B2v+pAP/8bf6+/RX8s/sO+Jv3Lvag9hP4LvZg+lX4DvkP+qz4bP3I++/9XACe/14E9QE3AkICBQAhA1cAxQLKAUcBgwIWAaQCz/+TAF3/nv6NAG3+yv/P/+r8MP2j/IL9iP53/b//EADEAFIDrwJNBNsDQwWPBX8FuwV5BaoDmQEGA20BUwTQAwwD1QN5BNsB6wIbAMkAGwCc+ib+0/qd/Lf5sfgv+Ib4a/k/+bf4Gfne+qz47/zY+N76Kvu4/Jj+Yfx9/n3+JgC5AMkA4AHqAYMBfgP7/9ACowC5AZ4Cuv94AM//ygGIACYC9f7l/7n+fv/V/9r/VwAb/6QBc/9tADwALAGpAcADBgTLBecFUwTWBZQE7AYYB6AGsAb9BhIGegYdBkMFeQNtAlIBPP9BAHL83/wE/Gb6Yfx2+tn7nPq3+Vz8ovps/cj7Nv0A/jD8NgCI/tQAXP4gAL//qf59AY7/WALaAakCbQIKAGIAAAAW/64A8P4QAEYA9v94AM/+6/88/2gB8AAxAPv/g/+Z/wAB+/8L/gD+bf/r/9X/cv54/jwCxACqA7QCAQP2AssEUwSwBLoDbQIMBan/WAO5/YP/9v9R/Rv9yPoE/Ev72fyX+u/9+for/Uz9kvy5/Y38Nv1R/Xj/v/4x/8T9FQDf/vv+vgCpAFEA8AC0AcQBgwIbAXgBtP/1/m3/1P7P/b79ff2T/iH/Mf7K/t/+BQCT//X+bf+//zEA2gBM/4P/jv9X//v/2fxnADH/MQGJAqT/2wMxAX4DpAJdAvsCzwAxAhwCRwHP/6n/IP2I/s77IPzT+5H5uf1s+xr8yPsa+7P8k/25/qn+qf5H/o7/PP4s/23/G/+5AGj/fgLwAIMBtAIAAboCvwHQAywDQgOuAc8Byv8AAdr/mP3JAFL+iABB/rkBngCpAngBGwEyAwAB1gQ8AuYD+wEhA68CbQIQAfABCwK1AwEDAAFCArT+ygJnAIgBIAD7/8r/+/5i/iv97/wr/a799Po2/ED6Qf3Y+kD84/ow+yD+yv6IABD+EP+D/yECYv/PANT+qQBtAV0BngLV/8QBbQEhAmgBfgLgAZkCkwEcAkcBEAGeALr/zwDw/qMAv//JANQAEP8mAfAC4ALhBPUB1QMtBQEEZAXrAgEEcwOqA/ACIQPKARYCQv+YAIMBUv8LAsr+5f8Q/tT+qf4w/IL7jPo7/Ev8FPuc+qf6Zvqi+0X6//vD+678AP+0/skAggCuANUBjQCOAfUB6/9tAtQAIQG5AL//tAJ9APUB+gAKAI4CeAE8AvD/V//E/9/+EAEg/jH/uf4b/7kBMf8WAsQABgIMBPsCMgXQA7oDxQS0ApQDFgPaAZkCYgCkAan/cgHUAHL+3wCT/s8AaP9RAPb/K/6e/eT9ff0L/vr9jPtB/jb8c/+5/bT+z/4Q/kEATACZAZgAtAFnAH4CjQCJAlEAFgErAIP/tAEx//oABv8FAWcAIf+Y/t8Acv0QAMP8Jv3P/dP6uf1w+Wf9+Pcg/Vb8jfz7/kz9VwBMAGIBBQFpBOUCfwVBAScEMgOPBLAFQgIGBLQAywSEAz4GLAN+BPwDPQQXBU0CjgPJABEErgAxAmIA3/5yAGj/+/6D/zb+qf9RAKP+yQDD/KT/MP07/Qr9bPsm/hv9K/2C/B/71PxM/UD8Qf47/MT+o/0r/rn9IP3Z/KL6l/vY+f/7BPuS+uP6bPsa+5P9XP3a/Uz/pP/2AjwBAQQnA00DMgRdA5oFfwWlBigHUwXxBU0EoAUjB7AEWQbFAkIEMgWEA34EqQG/ARECMQG0Ar8BGwGOATz/XQH1/hD/Fv8W/kL/Nv1S/+T9TP59/Qr9k/3l/tX/eP/q/jz+eP+///UB3/7a/lz+qf8KAMr+2v6S/AD+Jv48/u/83/x9/b/+qP2O/jz/fv9XAMT/6gB4AesCqQJHApQC6wKJApoE6gGpAl0BngDQAn7/CwFR/Y39Cvyo/J38//pc/Mj6fPun+Tb8Bf36/Vb8Jv19/gUAVwGTAJkCFgGkA1gDDAW6BPYEEgZDBh0HpQb4B1kHJAk5CIAI1weWCB4IDQfsBaoEIgQhA0cCggBcAIL9tP9s/e/8yfwU+xv9D/x8+876svqS+9n7Yfsw/N769f1i/Vf+xP5y/YP+bf6e/13/iP/k/Gf+bP07/Wz87vmc+b36h/oK+1D6/fd7+Dn4QPqs+O348/gE+rL5w/pL++P6l/ve+6P+8P54AtsDeQSrBfcFwQf4CL0KuAvdCsMLvgw7DVYNdwxGDLILnAsPDKIMewroCUQJCAdECH8GsASUBJ8DLQTlAckAEABi/uX+ff4g/mf9V/3U/Gf8S/tW+1r7cfqc+qf4ofgD+TT4oPbG9QL1DfWK9A31sPS18yfz2/Kw8z3zPfNC8mn0XvTh9G70HPNp9A31nPgO+Bn4Svl3+5P9bf8QAXMC/AM9BcYGhQZaCawJYAoPC9MKawtxDHcNKw8QEMkOng+IDkcPFhAAEMkOow2+DYcMcQzICnsKGQpKCbEJEwhrCaEI8gfBB3kF0ATaAn4CCwFRAIj+s/xx+ob4Zfcu99z1dPPA8ybx8PHw8OrvK+947yvuD+3D7dntXO5s7entCu3U7mzunvCp75nxPfOa81r3/fYJ+rf55PsQ/sr/bQCIALkAQgKEA/YEdARSA18GAQVEB2QGGAjcB8cHNAiFB7wJGQqdDFsKZguyChQM/w1MD3MQBhAsEDIRJxP2EcATrxFSEfYQrxBzEH0PKw5bDKILHgnMCHUH1wbWBNACBQFRAIj+5P35+oz5cPgz9tz1bfGv8fTtYe4f7SrrL+uG6WvqvOjz6YvqGeoY6d3pYOsm75Lu6u/67hXv2/LA8lT2bvSx9m/2Ofj/+gT6Jfwq++/9TP6k/4gAygHAA+EFKAcuB6YIkQmtDNMMCw/KEH4SSBIME/wSxhRVFykW/RYSFcwVhRXoFtIW5xVOFBIVxhRpFOESNg9SD2EMNg0OCtIIpQXmA58DaAKYAHL8s/tL+mz77fdE99b0hPQM87/xk/BB7xDvnexL7v7qCez46WvrkevY6h7qCOiW6f3op+tF6krq+OgU6wrtIO5L7vXuYvFd8uH0PvZl+Jz5XP2e/Xj/v/9YAn8FNAiMCloJnAruCngPaBABEsoQXA8sEcASEhU4FOESNxI3EtARwBKkEYMRaBFHEYgP3w9HEM8PABArDSsOFQ1hDd8NDwvCCZAHIwdPCP0GaQVdA7QAUQCTALT+2v2t+8j6JPoD+Lf31vQ49ELxyvAr79nsCu2M63Hrhuku6Lvmy+aE5lroeugD6YvoI+iL6S/qyOxG7UbvZ+/V8H7yivWx9wP4VfkE+lf9eAB+A0gEdAQGAwIGKQgDChQM7QmyC2ALcg3KECERjhBtEIMQ1hINFIoUIxVIE4oTjxKKEx0TqhMME0gS9hHgECcS2hDgEEcPIA9yDeoN6QzTCykK8gZ0BokDJwR4AGL/bP2H+uP40fW29ezzAfJo8XjvVu7v7SXtfO3d6rLqa+oJ6mXqWuro6VXqA+sq69jrjOxs7sTvQvLF8rryN/Kl9BP2NPiX+YD4gfm3+er8AP4s/9/+cgA3AoQEsAZZBtwGQwb9CNgK+gx8DQ8NNg2zDt8P8RE9En4R5hFzEUgTtRKwE0gS1RFtEPoOYg/qD20QxA8wDgQLuAusCe4KoQg5B8YF8AIRA40AjgHg/yz/xP0g/eT73vs7+0v60/kZ+FX4sfZ797b2i/ce9/f1b/Wg9KX0Q/QM9Lrz2/O/8eXxxPD78E3x4PBd8SHxmfKZ8oTzy/QS9WT1I/Zf93v47fhL+oz7QPxs/Gz9Bf5i/jwAuQHxA7AEFwQsAwEEZAWrB1oI+Af4BxgHdQj4CM0JUAu9CqcKLwsUCksLYAveC/8LKgvjCsIJkQpbCw8NnQxADEoKiwkDCmALwwzeCxkKegf3BsEG1wguB0kGJwRSA1gDqQIsAlf/EP+z/Xj+MPxb+3v5p/nN+ej4x/j99eL2B/XB9cb0/PMi85nxWPGu8OrvG+8g797tZ+5A7UvubO4778TvEO++7ybwxfGJ8przlPOV9KX10vfj+N356fsW/uD/VwC/AW0CAQVDBsEIsQl1CTQKFAsrDpMPaBAbEOsQHBLhE7YUxhXRFJoUpRSlEy0UiRIdE5QRXRG5D5gP6g7kDZgNwgroCioJrAnMCJsHjwXmBI4DDAOOAiEBRgAm/tT9CvyX+/P5Zfib9pv1DfVf9SL0IvNd8vXw+/C07wXwGu427tns5O0F7hXtqO3u7JftNe0V7lzutO/w78XxDPKl84nzMvQI9g336fow+xv9Jfzv/SsAlAIiBewFqwZvB9IIzgmCDAkLSwzeCysN+g13DRAP5A4xDyAP8A9XEIMQtA9HEDEQXRFdEc8Q9Q+jDkcPfQ6YD+QNSw2dDBoLtwqGCQgJ/QfyBnkFFwXKA/YCCwJtARAAxP6z/VH8gvxG+8P6vPim9uz1dPXh9aX08fKk8RHxN/HQ8dXwtO8b777u+u9i8H3wYvB48AvxmfHV8Sfy5fH28mn0zPUj9/L2CPjH+Fv6JfwF/Xf9z/71/o7/TADqANoCfgN0BPEDFwVkBfwFmwZUBzkI3Qj4CZEJLwu9C2wNNg7vDYINmA3fDbkOuQ/EDmcOlwy4DLgMRg2SDYcMhwwfDFsMfAy4Cz8KLwpKCWoIbwdUBvcFFwXABBEDAAK0ACsAbQCk/0f+JfxL+pz5l/kf+Tn4GPab9R30bvQo9JTy2vGI8BHxpPBC8UHw3+8g78nuw+5R7+XvQe+u70vu9e717m3wYvEs8kjywPLh9Gn10fbB96H4UPka+4L7XP3w/sr/2gDwACECvwI9BAcG8gfzCVsLfAwVDskONxAiEusShBMtFPcTIhQuFfcUxhT3EygU8hTGFLsUHRV/FNsTyxIREhESyhDwD6MNrQzICw4KvAiwBvwEDAMLAqMAff4Q/Lj6vPh198H2OfVT9DLymfDU7hruuO1Q7Kfr/ulU6dfpx+r56szpsemx6U/qx+r+6h/rSutb61Xrl+wa7VHuje958FLylPI487X0WfbX94z5p/qM+zv8Fv9tAQYDugQ4BcYGAwjCCsgMEA9+ECwR6xKKFKwWLheMGBkZgRlgGVAZNRqBGYYYlhc5Fx4XPxfBFv0VSRWrFI8UfxTmEroRYhBBD4INYAsJCggICAeaBCYCaP+N/e/7Zvrz+C728fNC8nPxePC57iXsDuvt6QnqoekN6OHmB+bh5o/msOZv5n/mKOd650/ozOg/6Q7qKutF7Pnsvu0x78rwfvKE83n0M/Uu9ov3jPnI+yD9Nv1y/skATQKaBPwFgAfSCM0JVgsVDe8OnhB+En8TphXCF2YZkhqHGmEaRRq9GsMabBpAGXYYixfyFpsWthU+FWQUwBOEElgRrxALEH0O0wzjCloJKQibBo8F6wJiANr9kvvd+T/4KPbW86Txvu8272Huye0q7Hvqm+nt6LzoeugC6HTnQ+cd52/ntue753rnkOgI6T/pJOru6j/rOuvT61vsQe7U7qnvC/AG8arydPPh9OH1lvfd+ED7ff3K/2IBXQOgBZsHsQkUC4INJg+JEVkT5xRlFuIXlxmXGlwbbBzqHBAdqR1BHSsdIBxLHFwb2RpFGjoZ4xhPF7EWfxXLFNYTuhKqERsQxA6XDDULvAkTCAIGeQOTABv+d/v4+JX2wPNh8d/uzu017PPqkOg+5qrkv+OJ433ig+Fy4EHg9N+C4OTgqOAr4CXgJuG/4n7kiuU45qDmx+iW6pLszu0V74jwBvLA88D0HfaQ98L5d/sF/r//PAJTBRMIYArTC9QNTBABE/cURRjpGWYbPB2kHhwgqiCKIeYhMyJpIkgibiEMIRwgqR8sH9odmBwVG7gZYBhKF18VKBQBEtoPYg6tDEALLwlkBwwFxQIFAAr9ovpg+OH1afMm8YLuQOwv6gPp4ufn5oTlN+RS447ig+K/4WLh7+D14Hjh1OG04VfhPOGu4VLiJ+MH5YTm7OfS6GDqL+tr7OTtBe/q8FLyqvQI9gP4t/nT+5P+EAEMBPwFAwgUChoNbQ8BErATehUDGIcaFR3wHScfqR+JIBEhAiK7IZ8h0CFTIbAhfiD7H7keox1sHNQbYRpaGLwWxhSPEwsRmA/0DXcMewtVCTMH0ARtAkwA5P1A+8f4CPY99DLyUvCS7a3rOuqb6IrnM+ZD5SzkUuNd4pjhvuAV4DvfO9/53lbeVt5m3offRuCN4Tzj9uSa5g3odemX61Hto+4s8ADx2/Id9RP42PrZ/Ez+FQCvAn8FwQcvCZEKMAxXDiwRyxNfFZsWzRf5Gb4b6hyYHRAekx7kH24g4CAMIdsgACLAIWMhpB83HjEdChz5GkUZphftFewU7BPmEtoQvg58DMIK1wgoBk0DfQBt/p37l/lJ9+H0bvLP8K3vMO1V64bpoOhD56DmB+YS5RfkBuML4q7hBeGz3+TeYd6H3nbeqN5n3yXgV+Hr4uDj/OQH5lnnSulK61Ht+u768BbypfRU9yT6Qf3f/kYAeAIoBfgHawphDI0OmRCEErAU/Ra3GBQaJRt8G7kc5R1jH9sgWSJfI0kjOCPyImQjkCPyIoohyh9HHmId6hzUGzUashjXFmQVAhS6EYMPlwz+CaAHmgUGAwUAyf3v++j5dffR9D3yv/A27zDujOxg6l/oSedk5lPl9uPE4cngkt9s3t3ccNsj2nDaNNu824zc+Nt23EXd796+4BbijuNI5X/nx+lW7CDvBvJZ9G/2cPi9+mL9FQCJAuYExgasCHEL6g3KD5kRxRISFP0VZRcZGf8aQR03H14h7CITJC4lxyV7JkQmJCZqJYslpiUTJe0kzCPhIhcilCAGH9QcOhr+F1QV8RJSEFYNcAq8B1MFvwKv/+/8BPpE9xj1BvOO8b7v5O2G6wPp5+ZI5brjz+GC30DdRNsI2k7ZLdhj1/bVbtXa1ODUytUy1tbWTteg2JDa49wF4K/i5uSm5+LpGu208Mvztvbz+Iz7EP9+AoQFCAgDCnEM6g5zEUMTsBRlFowYvRq5HEwfTiG2I8cllydrKAop2SmCKhAr7yqzKocqkiq+Ktkqwym9J+0lwSMSIk0g9R0EG7wXsBQMEngPuAw5CY8FNwLK/nL8D/pq93n0uvE27xXtKuu26HrmmeNB4Q/fGd0e2+HYY9du1mPVTdQF0+/RuNFR0UDRw9Ci0FzRntMn1g3Y59m8297eFuJj5T7oP+uH7YjwdPRK+Cv8Mf+OAqUFrAgfC+oNQhBXEtYTIxYfGRscPB/LIU8kGSaRJyopNivgLNUtqi5IL8AvZDDhME4xIjGPL9UuxS2ZLLMqtyfnJOYhCx9hHKcZlhYdE0cP6Qs/CPwEygFy/v/6lveK9NDxbe9L7IbpEuYh4/Tf49zM2sHYU9d+1fvTK9KX0KLPyM4Uzt3Mlct6y9fL7cynzsPPktGI0/XVONiG29nek+FI5LvmDur67SfyavYP+mz96gAXBJsH7gobDm4RaRSGFyoaIB3gH6siVCWtJzYqVyxzLdottS5pL+EwTzJUMyk0YDSsM18zDTOVMUMwpC0mKyop2CZqJJohIR6BGiQX7BOvEL4MawnABVgCnv6H+vL2XvPP8CXuZuu257/j5OCi3jrdVdvy2MDWbdTa0r7Rl9B2z8LNT8xPy2TKesrQy/PMhs410LPRctOf1V7Y0to13YLf5eF55QjpZu0W8bD0YPj/+9X/lAPyBnsKuQ4BEpsV0hiIHKQgGCQkJoYnKimoKiEt8S6aMIUxgDKFMyk1RTaBNWA1DjVwNCkzXjHrLgstGyv5KJYmIyPVHzEdjBq2FnQTYg/pC0QJtQXgASb+nPqx9k3znu+c67vnTeST4Zjfstzn2cvX29We1ADTINH5zjnNoMvnykPKismwyVnK8stwzSPPNdAw0kLUXtbB2P3al91B4G3j4eZP6snt6/E+9T/4BPti/pkD1weXCwsP9hJPF84bIR9TIXUkLyfZKW0sqS2JLgcxzDLzNO42+Ta4N743CTeMNls1AzMSMYQvDC5XLLMp4yYjJbYibR9sHPkYihUMEs8OvQspCLoDk//k+4D4SPT675Hr4uci5erhVd863AjaWdjF1k3UrtGMzxnOSs3By6vJLcnsyczKm8s5yzTMl8410P/RQtTb1RLY4tpx3fXghOTy57jsTPBY8qX1FPk2/gYDjwXMCJcMYhDGFNgYOxv7HT0g4SHXIxkmvSgFLGgu5i8CMmUznDTCNRk2zTUkNe0yaTClL6UvxS5MLCopSiftJU4jxSBdHg8bdRdTFM8QBA39CNAEgwHa/e34TvR98BXtverc54nkBeLD383dJNzR2YTXPdYV1erSbNDzzmbPvtCH0K3PUM8P0J7SjtM802LTz9Sv1i3Yitnz2//eBeKq5T/pD+w273Tz4ve++9/+fgMNB1sKmA4yEtcVkRcpGMMagx2kH8sidSTdJRopMSshLE0uYy9uL2kwJy/FLV0tPCyzK84qpyhxJ3YnRCV6I+Yh2h5GHDoa+BdOFW4R0wzNCpsIWAQG/xn6m/Z59H7x6eyQ6dfnSOYB5HLhQN4E3R7c8tlJ2OvVz9Qn1k3WlNUB1onVJ9YH16XWadZO1/HXhdiF2QLaYNyy3Y3flONe5tfn/urw7wf0GPdx+9r/9gKbBnYKNg/mEb8RBxOLFqcZTBy5HZMdeSCWJFom+Sf0KIwoXCoQK2Ep6Sg6J1om0iYpJVokRCR/IpohTiEXIN8duBtbGqcYoBV5EkIQ+g2GCvwF9QEm/439kvvt9uvxTPDf7s7s/eml5WPjK+Eg373d/dqa2LDY59hk2f3Yj9ir2XvbHtxq27fbhtxg3ZHdZt7J30bg9N+k4rDlu+Za6Ibro+9d8i72BPrk/OX/jgMjB90JzQphDK4PYxIoFXsXRRhsGqkfDCL3IqAjDSQTJg4n7SUpJaskdCMSI/wh0CA3IPAeeB0mHZMc6RpVGfgXORe7FWkSXA+YDUsLCAluBdoAC/+j/un7A/gY9l70IvOZ8GbsNOqr56TkfuP14Anewt123Zfdst6M3b3cnd4E3yDfjd+430zhXeIs4hHksOWa5efnhuof6wTsvu0c8TP1cPeR+aj8g/+kAhgGegfSCLIKnAuSDDsO6xBDE48UAxcqG64dJh6JH1gh2yHGIVghIiFoIMUfYx/PHbkcFRyoGgQZxxdPFwgW1hLlEOAQJg8PDJYJ1wfhBQYCs/1x+wr72Pni9mn0sPP882nzPPHO7RTrSup16abnHOXQ49Dj1eMc5NDkteTg4yHklOVY5Szk2+Sl5fzlOOag54vpUOud7PXuAPEc8SfzaveX+9r99v/7AhgGdQm4C9MLlww7DQoNkg1iDngQyhG1ES0UAxjCGB8Z7hpcHPociBzJG60alxm9GfkZNBhUFtEVORXRE24SnxG5DysNOwy9C3UJDQZoAxEC5f+d+9f3E/bx9PHzAfJB8EHwyvBd8K7uzuzj6/nri+lZ5xjnb+YY53XoSula6vPqzeoa7XfuL+wv68Psw+3O7Qrtl+2u8NDxafPs9Tn2oPYJ+XL8QQF+BEMFKQhLC6MPUxNzEqQR9hLQEicSYxHPECIStRLmEqsUgBZlFtIX0hguF6wWcBaaFNASjxLLErURNg7ODJgOJg4vCy8KkQl1CBMI5wXaAhABAADU/lv70fYC9ZrziPD/7ajt0+1h7Rrt7uzT7NPsouyM62Xpluh76efoaugZ6nHsfO3k7cnv2/Ls8yfy2/Jf9Wr25/US9I/0+Pck+oH6S/uo+1H8Mf9dAbQCZAZPCXELkw5jEcsUphbRFXUV3RY0FhcTTRK6EtYTThX8E/cT9xXdFpwX7RbcFNsTPRPrEK4OMA4wDVsK/QeFByMI1wYhA/UBHANHArr/kvx3+zD83vpa9+HzEfLV8DvvRezY6jrsgesk6uLprOno6mvqxufW5o/mtuYC58bm7OdF6sjrZu2I8NvyZPT89Of1vPcv+Fv5Cfo6+lz8yv5RAMQBBgIBA2QFoAbsBrwHnAomD5QSBxNOE0kWyBhaGA4Y7RfyFgIWBxSaEsYUrBYNFlQVHhYpGDoY8hUjFfcULRI2DqcLkQoeCf0GaQRdAiYB2v8F/sP8XPzO+lr4kPal9eH0y/Mh8hvwdu9W7lvszeo06jXryOvt6RPpOemQ6MfoNOkN5/zkB+Wr5ufo/egO6s7uUvLm8sv0dfey+aj7h/zv+9P72v1GAHcBGwGvA9cGOQe2B4ELIA5RDfQMGw9uEn8VRBZqFiQZrRlgGK0ZGhuBGkUZmxZDFRMWbxVfFdEVLhVOFXUVdBNeEtYS9hCuDZcLawmrBlME6wLgAWf+JPpF+cL4i/aq9NvzlPIF8H3uV+8F8JjuGu2G6wnrYOt26tfo9+co6IDo5+eK5qXmf+cI6ALoLugI6azqKuzk7dDxlfXX9ZD2BPuI/q//eACTAVICbQLaAiIFgAfiB8cI6AkUC4IOBhFzELQQBhLPEpQSXxV8GQQZixasFlAZZhv5GQ4YUBhwFw0VUxNNEn4S4RIXErQQ5Q/JDjYNggzDC7EJXwdNBCEBZwCIAEz+zfl/9U70PfT78SzwCu8F7pLtl+307fTtw+1B7qPuUOxF6j/qwegj56vnGOiV59zmLuce6h/sa+zT7Ubu3+5I87z3wviG+YL7rv4QAbkB9gNpBnkFhAMcA/wFZQl7CHoHVQk1DK4Nng5SELURTREmEHgQXRCjDzcQHBI9E04UxhQHFNEUDheMGKEXthS/ERYQFQ6MDGYMRQuLB5UF3AYjBjIEqgPFAxYCr/9B/d77nPop+MH2WfS58P/utO9c7xvvPPCO8ODwFvJj8hzzafQc83Pxo+9G7S/se+v+6nbrnOo16//uiPAW8VjyU/Ol9Rn4RPjY+Vz86vxS/jYAvwK6BIkEhAN0BGkFfwUdBtwFVAYYCC8KSwtLDAQNxA7lDwoONQycC6cLsgsEC8EIsQi9C9oOnhDwELQQBhL2Er8QVw8ADwQMVAiVBVIDjgOEA34CxQKkAdX/eAD1AKMAxP9s/Wb7zfji9uL23PUy9JX0uvMi87v0HvfT+e34q/bH9g74t/cd9uHz1fI38gvwXO6S7VfwM/WQ9gL19/WL+J37d/1L/Nn8cv6e/p7/CgBt/t8A0ARYBKQCiAHqAewEVAZTBZ8E6wPmBB4IYAtQDMgKmwhPBwcGqwXWBQIGbgVoAl0BpALWBFUJUQ1ADXwLvQvOCwkLdgsKDGAJ2wNM/5P9g/6uAMQB1ABn/Ub72v1tANoBMgPaAa793vqX+gT8gv0g/Lf5SvjM9+j5zvzU/If8fPuc+T/5l/mn+mb7dvlJ9zn33Pby9vP4IP0VALT+rvz6/fb/CwEWAtUByQAA/mz8V/0A/ib/5QAxADb+Nv7aAJ8EugRdAvABugLVAk0DDASZA1gCngBM/mz9s/yd/G3/UgEs/4383/x4/oMB/AVwCgQMEwncBT4GgAicCXoH+wGj/NP5P/l8+pL8+v1R/bP8R/5tAXkFEwllCasGUwX3BXQF1gS1BDIDNgHq/t/9g/77/sr/PADK/jH/8AGDAkcC4AKkAiECiAEs/7P9K/4bADcCVwE8/33+1P4h/5P+mPz++U/3ZPY/96v24vYJ+TD7+vxB/e/8PP6T/hv+6v1s+0X5ofk1+vP5OvnM92r29/XB9Qj2H/lx+6L6S/o1+hr7Mv0hAewGWwp6ByIEYwPbBOEGeQX7AZP+O/yz+zb8XP0AAMUCTgUICa0Msw5MEMsTgBbtFaoTYhB3DP4JVAjGBeUCGwEWAjwCFQCIAVkHBAtKCh4JYAn9CBgIhQdpBgwE9v8m/YL9Jv4b/Vb8JfwZ+pv2ivSa9Cj1EvQM8n7x1fDq8C7zE/eW93X2VPZv9W/1HvcT9xzzh+417aPvg/Cj7zHvgu2t6zXsiPA59pL6gvxW/HH7Cv3w/8UCmgUNBvYEWATQBNcGXwgDCHoGcwNXAT0DAgc/CQMJVQkaDdAS3RjUHUcf2h4LHiAcpxnXFlkUWBFsDNwGfgSrBVkHEwjMCFUKUAxGDmcPfhBMEBsOVgs0CGkEiAB8/Fv5+Pc49NTu6eyj7izy9/SP847wye6t7QXu6e3e6wPrx+pf6TTqD+yd7Kju6vBH8Ebva+zi5xjnHujS6HDq6Oop6v7qzesx8An5z/48AMkAkwHaAh0FDQdECKsHaQWfA68CJwQTCWcOcxBnD6MO5RDWFAkYuBmSGjAbYRrdGLIYfBvVHmMgESB3HNIXIxY0F4AWAhSkEVEOtwpaCe4KRg1nDcgMrg1bDBMJtgbhBOADbQEk+mPyCu/f7tnt8+pK6VTpe+kT6ZbpVev57BTsheh/5Z/jMeJt4nPjtONj5KTjXeJo5E/oresV7YvqWeZz5FjkVOeX7EHv/+6e70LyNPfq/vYE0QcJCkoK4wmXDBsOuA1BDoYNjAtWC60LFg8HEwIU6BfVHigj4iTtJD4k+CQDJZoitB/JHJIbjRwqGikWSRZ7GGEaCRqWFp8TTRL7ERwS8BAKDkUKigakAxECc/+C+xn4TvXK8RXusuxP7Uvtgeta6Kvm9+UH5TLlbuTa4ajg3t6i3QTf5N/Z3xvgZt4J3Zfeo9+C3//eIN+e4aTkSOY56E/pYOpx7Y7wr/JO9Rn56vxi/2IBKAUvCbgMABBoEWMSKBVaF1oYNRqyGmsZQBneGWEbmB1NH1ghiiFYIKohqyN7JZ0oKypmKf4ncCZvJBwhEB3TGUQXBxRtEAoNhgp1CQMKUAswDf8LuwYyA+oB9v9c/bL5dPME7Wrn8OMW47nhguDZ4K7g6d+I4NrhXeTG5QbkFuIV4dPewts+2g3ZpdgS2BfWn9Xm17zbz+AS5aDnVOla6iXtc/Hc9PL2YPjH+Iz5VvyI/zcChAUvCcgL2Q14DxcTexhxG30czx4iIVghsCEzIg0jXyPWIRchPSE4InAlwic6Ji4kDSRkJIUkpiT9I7siJyCoG2sZKhl1F6AUJxEaDZAInwMgAFL/G/7O+w75hPTP8PDwQvIG8vDv7usu6KrkfeHU4BXhK99l3F/aq9jR2DnZ1tgY2vjbL9zC3OndNd6d3undnN2+30HhFeHU4L/hB+XX6X3u4PLR9lv6nv1GAAAChAPnBg8LfAtECeIIAwquDQET6BatGUAanRpdHlMiAyW3J2sniyQSImMhVCQqKRArwykkJ0kjdCFfI/4lvCWaIkcfbBzSGLYUiRI3EZMP9AyACecFWAJyAEL/gv2c+h740fUW8lfv0+2363Xp4eUb4aLep91r3FXcP9w52j7ZldnH2q3dOt5K3a3e398l4HLgrd583Q/fV+C/4UjkTuXm5Qjp9Oy08Jrz3PWc+QX94P+UA3QGxwi9CysOKw83EBESyxM+FRMWhRaBGAkaOhqzG98d6x8nIT0hdCG7IbUgfiBpIpUjhSOKI+whAB+NHagcDxuBGQQZDhmGGJAVvxBcDYwLRQr4CIoGugKD/u75pfX28gbyqfHw70btOuuG6Zvo1+jc6JboLufb4xXh398733Hfdt5l23XZtti82ZHdo+AQ4qnjeeQX5gnq+ezJ7hbwEO/07IHsJe7174jwpfCl88f3UPss/ycEsQjIDFgRhRTSFowZJRsPGsIX4hW7FUQXRRhFGBQYWhihGB8ach3rH/YfWB+0Hvsd+hz6HJQf9h/UG/4XRBYSFYUU6xIsEfAPcQw5CYsHOAWJAz0DqQLEAEz9h/op+XX3afSp8Fzuvew1693pu+cn5TfkU+RT5LXk1uR55JrkMuWf5ffm5+Zu5PDi++IG5NDlPuc/6Xbr+et87MPt1O6u8D3zy/SQ9df1LvdQ+t/9GwHmA8YFiwfoCM0JZgw2D3MRERJkEfES4RRwF5IahxsKG2EbuBtcHK4c3xutGkUZ+BeAF9IWVBWKFMYUxhWWFugVbxWrFFMTvxAwDWUKVAg4BbkB6v4g/PP5l/my+Rn6svpb+lX6cPnM9aTyjvCS7sPtduxw6UPnSObb5RLmq+Ud5g3nweeb50no1+lQ6/nrbOtL7DDu3+/P8BbxMfER8sDztvYv+cL5KfnC+A75Rfmc+Qr7Ff1o/34CHQX3BqYINQvaD14T4RKDEQESfxNkFOYTSBPhEvYRQhFDEDIRQxOaFKAUpRPsEykWAxdPFvIVehWrFBcTBhAPDbcK5wegBRwEJgJRAOr+uf1i/c78QPwK/QD+d/0V/N76cfqs+dL3kPV+837xgu5x67Hp7eiQ6OLoeuhk6NLqVu6I8DfxyvDa8H7zm/Vf9SL0fvL18KTwaPIC9pH4Svhl95b36PiX+rj81P2j/XL9ff2I/ZP+fQF+BMYG/QZpBqAHJAq+DOoOgw/JDcMMRg55EfETUxQtE4oSmhPAE7sT2xLrEOoP1A+ID4gPKw+YDvoNvgytC6gMTA7fDRoN2AviCAIGqgMAArQAQf4l+9j4hfcz9nT1ivUz9cv0ivQt9Az0bvP78Y7wru9R7v/sh+zj6rHoHedv5lTn7eh16bfpzepL7MnuhPId9j/5QPza/ZP+bf4w/An62PiW97f3YPm3+ZH5Cvs2/lgC9wUZCbMMGxCaEv0UCBcpF1oWdRXxE2MSVxByDlENzgvdCtMLrg1MD2gQMhGfET0RNxFYEkgTOBNuEeoNyArRB0MFugN4ARv/mP2o/K37kvpr+uT7MP1i/Zj9Bf6e/Rr82PkT97X00PPQ837z1fIy8hbyDPJu8pTzI/WV9i724fPc8dvytfSg9qb3t/e397z3P/iX+d76Nfu++0D8Yfz6+9P6nPlV+bf5L/ol+2z8z/3U/pP/QQDPAFMBIQP2A4QDTQPQBOIHvAnNCcIJzQkvCrcKGQroCJAIrAgOCTkJrAj9CNgJiwkpCbwJCQuSDCsNBA2HDHYLUAvODM4N7wzNCggISQY9BZ8D9QEWACv+XPxW+9j63vpQ+pH5/vhb+HX4YPh19+32HvdZ9o/0FvLq73Luou0l7aLtku717uvuru/V8BHzKPVE9m/2PvUo9IT0RPaR+Pn6uPwb/Ub8Gvsa+w/8Qf0W/ur9IP77/4MCZAVJCMIKvgwVDjYPfhFDFMcUDRQREjEQZw/EDlYNhwuWCaAHHQZDBdEFWQfSCFAKwwuoDDsMNQvTCg8L0wriCFkFvwHf/uT8GvwK/K37jPrC+dj5Nfr5+uT7Jv0m/vX95Pzp+rf4T/cN9/32hfYY9QzzLPJd8qTyAfPx89b0AvU49MvzHfU/97H4ZfnN+fn6Jv3l/uX/KwAVAEL/o/1n/Eb8w/zq/Cv9mP1M/sT/FgJ/BS4I+Ag/CeMJDwvTDFwORg6iDNMK8wmsCYsJnAn+CQ4KGQmxB4UGywWEBdEF3AWKBU4F0AT8AxYDAQLgAXIB2gCeAGcA+//f/gv+Mf4x/r79kvze+mv5P/ha98f3JPim95D3x/d1+Gv6XfxS/l3/eP9M/zz/Fv+0/o39Kvtw+HX2wfXM9sL4D/uo/Or85P0mAJkCnwTsBGgDeAF4/3L+xP7U/fT77vqS+sj7V/5MAIgBCwI3AusCVAM9BPYElQU9BSIENwMRA+AD/ANYA0IDjgP8A1ME4AP7Ap4CvwJSA6UExgWxBcsFHQUtBHQDEQTsBMYFDAXaAiYBAAGTAZMBAAH6AH0BaAGpAGL/7/36/CD8Gvtb+ob5CfnS+Gv4dfjo+FX5ofl7+QP5vPgZ+DT35/by9nr2PvYI9wn4S/or/GL9+v0g/gX+5P0W/rT+c/94/8r+Z/7f/rr/kwCIAboCQwOaBPwFhQftCMcJawrdCkALhwvjC+MLrQtGDP8MRgyGCtIJ3Qk/CQMIOAYyBPACeAK/AuUCcwL7AYgBbgBiAJMAXADE/1z+S/xV+lX5nPjS90/3DffX9hP2I/WP9Ob0CPaL9yT41/eb99f3w/jT+nH73vpV+r36s/ut+1b7MPuC+7P86v1i/qn+r//UACwCiQOPBKAFLQZfBigHdQi8CLEHfwYSBpAGigZIBQEEeQMRA8oCjgLlAkIEFwWlBAwEqgNzA+sDYwQ4BNUCFgFi/+X+qf99AAsBxAAbAKn/4P+0ABYCaAK0AND9K/y4+878Rv1s/MP7Kvvp+tT6BPwm/Rv+5f5t/yL/nv8AAMT/9f76/Wz9K/2D/Lj8Jv1G/cn8S/xL/Cb9G/59/s/92fxh/OT7UPtG+8P7kvzl/Hf9yf36/RD+uf4bAG0B+wGOAdQAowAsAdoBbQLrAkIDmQO6A4kD1QPbBJUFwAV0BfYEEgV5BZoFQwVYBPsCaALVAicDcwO6A8ADhAOUAxwE5gQXBV4E6wOUAxYDHAPaAkEBYv/6/Hz6L/mA+HD44/hb+Yb5rPkv+pf7Qf2+/ZP95P0b/rP9TP2+/BX8jPsP+3z6fPru+of7Gvwl/Mn8mP54AAUBggC//zz/9f7a/nL+EP1A/If8Qf2p/ogAbQKwBNcGNAj9CA4JXwjBBwgHLQaVBYQE5QJdAZgAxACpAbQCxQP2BLsFIwagBvcG8gbMBvcF8QNdAer+Qf1c/AT8bPwK/Wz99f0A/xsAFgH1AUcCfQFRAJn/9f5c/cj6Gfhv9tf1wfUo9ov23PbX93b5Yfti/Y7+aP8xADYAv/9S/67+XP3v+x/7KvsP/FH9ff5z//b/+gBSAkIDOAR5BRIGSAUtBBYDcwLqAWIBLAELAb4A+gAhAm4DmgROBS0GlQZJBssFUwU4BeYEiQO5AfoAcgFHAk0C8AFdAbQAJgAbAN8A5QFNAjEB4P9M/zL/FQCCAPb/xP6N/Zj8nfzU/Lj8mPx3/Pr7vvvk+8P8+v14/gv+Uf30/DD9ff1M/cT8vvyu/Cv9AP71/p7/g/88/zz/PP/K/5MAkwDV/67+s/3f/ZP+G//V/4gAaACjAGcAMQBcAIgAVwFoAm0CBgK5AVcBVwEmAuAC8AL7AQsBNgHaAWICaAPLBEMFywQyBLYDIgT8A24D0ALEAdQAxAAxAWgBvwG6AiwDWAOJAz0E8QTWBBcE0AJyAUYAr//1/tT9yfwV/GH7NfvT+438zvyC/O/7W/sK+2D6hvn++NL4t/iR+Cn44vfo9+33kfg/+cL5KvqM+WD44vcv+BT5QPrY+vT6p/rj+jD8uf03/3gAFgGeATcCeALVAn4DTQQHBUMFFwU9BR0GSQceCPMIrAkfCkUKKQpVCowKUAqxCbwIpgcCB/IGuwaFBoUGmwZfBlkFaQRNBGkE4AMhA34C+wEsAZ7/cv5S/hD+z/3J/cT97/31/Ub9O/x3+wT73vq4+kv6cPnj+CT5ofkf+jX67vnT+cL5NfoP++76Cfp7+VD5p/mi+pL77/uS+wr7//ol+w/79PrO+pf6rfps+6j8uf19/pP/EAEWAokC5QKZAy0E1QPrAkcCEQImAl0CxQJuA9UDaQR0BbsGIwhKCacJCAk/CJUHqwaaBS0FdAWaBZoFaQVOBUMF7AT8BNEFhQZ0BkgFAQTrAwEEHAPPAcQAaf/P/u/9MP3f/Nn8o/yM+yr6vfkJ+hn6ofkv+Sn5nPlr+vn6MPtG+wT7H/p2+XD5nPmM+Rn5ofhP+GX46Pin+R/6L/ov+vP5BPr5+hr8uPyz/JL86vxy/ZP9+v0W/xsA1ABoAeUBNwJ4AgYDugNIBI8EhAReBJQEIgVkBWkF8QUYBxMIWggYCB4IhQj4CE8J7ggOCfMI3QjzCDQJ4gj9B+wG/AVDBWkExQNjAxYDAQMGAxwDXQN+A00D0AL1ATEBFQC//rn9Bf1L/JL7svpb+S/4cPcI99z2x/a29i73pvfX93D4RfnI+Qn6hvlr+ET3OfYN9hP2oPXm9IT04fQC9pb3a/kU+yD8O/2Y/isAkwF+Ak0DAQQ9BIQEugSlBH4EIgTFA4kDwAOaBKsFxgbyB90IcAkUCjoLjAwPDXcM4wtrC/MKKQriCAMIWQfsBn8GAgbcBSgGhQbcBucGoAYNBuwEWAPwAXgAxP5B/TD8jPsa++760/qS+jr6yPlw+Ur5L/no+BP4DfcY9ln1KPXs9GT0DPQi9KX0lfUC9jP2vPYp94X3t/cO+KH4kfk1+lD6UPpr+v/6QPyC/Sb+XP6I/l3/1AAcAsUCNwNIA0IDtQOJBLAFaQY+Bi0GXwabBkkH1wcpCFoImwjdCO0ItwimCBMJCAnMCPMI0gg5COcHzAeQBz4HzAaQBroGpQXLBH4EHAQsA1ICpAFBAeoAGwBX/8r+Yv4r/gX+jf02/Sv9w/wV/PT6rPnj+D/4e/dJ9uH0MvQt9Gn09/SF9Un2Lvft94b4Cfmc+RT6CfpQ+af4WvhV+HX4p/j++Fv5Cfp8+5j9z//1AcAD1gSKBewFEgb3BVkFhAQBBAEEQgSJBMAETgUSBtcGwQebCHAJUArTClAL9AsUDCoM7gvTCnAJOQgYB0MGXgWUBGkEHASEAxED4AK0Ao4CfgJSAuoBmQF4AQsBRgBH/2f+2v0r/Ub8W/tL+mD5zfis+B/5rPk1+sP6Gvut+r353fgI+Aj3Sfb39bD1afV69WT2hfeF+FX4CPih98f3sfis+f75D/qM+nH7s/zq/d/+mf/K/6//6/9yADEBEQLgAk0DcwOkA/YDTQR0BLUE5gTbBG4FpQbnB9IIRAlPCQ4JHgkeCRkJPwk0CQMJmwhUCKEICAnHCE8IzAc5B7sGLQaPBRIFlATVA/sCPAKOAQABXAAm/xD+mP0w/Z38D/yS+yX7svoP+qH5YPnt+HX4+PdP95v25/V09Sj1AvUd9Yr19/Ud9mr27fah9yT4NPgT+Oj36Pfi9+33VfgZ+fn54/rk+zD9xP5cAI4BMQLQAuYDFwUoBtwGGAd6B8EHqweAB5UHvAcDCHsI8whrCRQKzQp2C/QLFAxmDHwMGgzDCy8LJAo0CS4IAgcHBvYE9gP2AuUBTAFBASwBEAHaAFwAEACI/5P+mP2N/Eb7FPo0+Rn4DfdP9uH1zPXG9cz1AvZq9qv2X/ce+E/4L/ji97H3pvfB9+L3/fe394v3x/dP+Nj4W/kU+qL6d/t8/HL9TP4Q/6//JgBnANoAngFiAuAC8AK6Aq8C+wJdA+sDnwQXBfEE5gR0BVkGTwe8B9EH8gcNCGUIrAhECNwHkAf3BoUGLQbLBcAFAgZZBtcGIwdUB6sHxwdvB9EG7AWEBBEDkwEQAAv/rf76/aP9Qf07/aP9XP4W/5n/k/9M//D+G/7D/FD7BPrN+Jb3lfYN9tf14fVJ9v32t/eL+JH5cfr/+lD7Zvsl+636UPoq+v75kfkp+d340vgU+az5vfog/K79Jv+NANUBAQPrA2MEnwTmBPYEnwQMBFIDqQJYAm0CLAMcBNAElQVpBlQHiwjjCcIK8wqsCpwKNApVCTkIIwc+BiIFJwS6A44DrwMiBKUEFwVpBZoFigUXBUgEYwNYAhsBz/+I/lH9O/yM+1b7W/s7+1D7ovvO+777l/tb+9j6H/p2+dL4YPgT+N33x/eh95v3wfcv+ML4dvkU+jX6VfqH+rL69Pru+s766foU+3z7D/xc/K78K/1n/cn9jv6e/64AmQFSAqkCNwMBBLUEaQXRBecFsAVeBSgFMgUoBR0FXgWwBQIGegYoB8EHKQhqCMwIGQkZCaEI5wcCBwcGXgWaBKoD+wKvAlIC+wG5AZkBUgHlAIgA9v94/yH/mP7v/WL93/xh/Jf7nPoU+rL5KfmA+Bn4/fcI+A748/f990/44/hw+c35yPn5+Wv6p/r0+lD7gvuz+637qPuo+8j7h/yC/Zj+c//w/2cAuQDwADYBrgExAq8CBgMsA4kDIgT8BJUFoAV0BU4FLQUBBZoETQQiBAwE8QPbAxcEYwTQBC0FjwXWBfEF9wWPBfwETQSkA9oCJgLVAcQB4AHaAXIBAAGuAGcAJgDV/47/Qv8L/9r+uf6e/lL+IP4F/qj9K/3f/IL8Ffyo+zD70/qH+lv6Ovr++c35Ovoa+//7kvzv/EH9XP0w/RX9w/ww/If7vfpm+nz6+frO+4L8Jv3k/dr+xP9tAOUAMQF9Aa4B9QEhAjwCaAKUAvACYwOvAwwEbgTLBCIFQwVkBaUFwAWKBW4FbgVZBRIF1gQdBaUF5wXRBasFXgX2BLUEpARuA4kC6gFoAaMA4P+I/37/aP83/yb/N/9d/3j/k/9o/xv/5f6T/hb+Qf2Y/Pr7d/v5+jX6zfmh+Yb56Pl2+tP6W/tQ/JL8EP2C/eT9Qf5y/mL+Uv76/bn9iP02/e/81Pzf/Bv9s/1X/vD+v/+NAEwB1QHqARwCIQL7AQYCzwFyAWIBcgGTAcoB6gE3AsUCIQNCA2gDbgNNAyED2gK0Ao4CNwJHAo4CrwLVAtUCmQJHAuoBvwGpAX0BQQEbAdQAVwArAL0AggA2AM//tP/V/woAJgAFAOv/qf9t/yb/tP5y/kH+Fv7P/WL97/y+/Jj8jfzJ/O/8Cv0b/Rv9K/1M/Wf9gv3J/QX+Mf5S/jz+R/6D/pP+o/60/sT+AP+I/+X/JgBXAIIAowCeAK4A1ADlAPoARwGDAc8BNwKZAuACAQMRAzcDQgNIAzcD5QJ+AjwCMQIGAgsCQgKkAsoCqQJ+AjcCUgJHAgsCgwHaACsAg//l/mL+K/7q/cT9C/5n/qP+Jv9z/37/bf83/yb/8P5n/u/9xP13/QX9jfwV/PT79Pv0+0D8kvz//Kj9Fv5t/rT+Bv94/7//r/+6/6n/Qv/l/oj+G/7E/d/9Bf5c/gD/Yv/K/20A2gAsAXgBngHgAb8BeAFyAWIBCwHfAPAAGwGOARECfgLKAgwDhAMMBBcE6wPgA7UDjgNuAywD6wKeAmgCPAIWAvUBEQIxAiwCRwJoAnMCLAK0ATEBxAA2AK//Uv/1/qn+k/6O/n3+k/7K/tT+qf5c/hD+Fv4g/sn9IP1y/A/85PvD+7770/sP/GH8uPz6/Gf9C/5y/pj+uf65/rT+uf6p/o7+bf6T/rT+QP9S/zAAQQBXAIgAxACuAHIAXABXAFEAUQCeAPAAMQFMAXIBqQHEAeoBMQJzAoMClAK6AuAC9gLlAoMCAAKIATEBEAHqAPAAPAFyAZ4BzwH1ATcCXQJSAjwC4AE8AaMAIADw/+D/xP+e/4j/fv+D/4P/k/+k/57/nv+p/5P/Uv8b/5j+1P0r/b78mPyu/N/8O/3E/SD+g/4A/xv/TP+O/4P/Xf/1/nL+TP5t/mf+XP5c/lf+k/7a/jf/nv8QAL4ATAFoAWgBiAGOAXIBFgHJAKMAmACTAKkA9QAxAYMBygEAAm0C2gIBAwED6wK0Am0CPAIAAo4BLAG+AFcAIAD7/woAKwAbACsAggDEAN8AxACIAEwA6/+p/37/N//f/rT+nv5i/ib+2v3k/Sb+Uv6T/rn+5f4W/yz/If8m/yz/G//7/t/+v/6j/oj+Uv5M/n3+5f5d/8//XADJAPUAEAEhARsBCwH6AMQAfQBXAFcAQQAgACAAXACpAOUAEAEhAVIBqQHaAcoBmQFXAQsB8AAAAQsBBQHaAI0ATAAbABUAQQBGAGcAggBcAEwARgBRAEYAMQD7/6//fv9S/yz/If8m/yz/Bv8A/zH/PP9C/zz/PP8m/0L/c/+Z/5n/PP/U/pP+XP5B/lf+XP5c/mL+k/6//hv/V/9H/0f/R/94/7//9v8FACAAPABBACsAJgAgADEAMQAQABsAIAAbACsAmAAFAWIB4AELAhYCAALqAfAB5QHEAakBpAF9ATwBGwEWARsBMQFSAWgBgwGZAYMBYgEbAckAkwA2APv/8P+//13/Jv8s/1L/qf+6/57/fv8x/+X+uf6D/kH+Mf4F/vX9C/4b/iv+TP5X/kz+PP4x/lf+iP6u/s/+3/71/iH/Qv9C/xv/z/6p/gr/1P4Q/2L/yv8gAHIAuQDqADYBaAFoAWgBfQGOAaQBmQFtASwB+gD6ACYBaAGeAb8BvwHPAb8BgwFXAUcBUgE8AQsB6gD6ADEBRwFXAZMB1QHlAbkBaAEWAdoAjQAmANX/jv9H/xD/8P7U/rT+o/6j/sr+C/88/0z/PP8h/wD/Bv8G/7/+Yv7f/X39TP1G/Tb9Jv0m/Tv9gv3k/XL+8P4m/yH/G//w/s/+xP6I/jb+5P3P/QD+TP6Y/hv/jv/l/0YAkwDPABsBMQEbASwBLAFBAVcBbQF4AYMBjgHEAQsCMQJ+Ap4CmQKJAm0CowIAAr8BqQGZAX0BRwELAcQAmACjAMQA3wDqAOoAyQCTAI0AeABBAAAAuv+I/0f/C/+//n3+Nv4Q/uT9s/25/dT96v3q/e/9G/5X/mf+V/4F/rP9qP2u/cn9AP4b/jz+R/5B/nj+z/4s/1L/aP9z/23/bf94/6T/uv8AAEwAeACjAOUANgFiAVIBXQFoAX0BpAGpAa4BtAHVAfsBMQI3AjwCPAIhAiECJgIcAgsC6gG5Ab8BtAG/AbQBmQGOAY4BpAG0AY4BbQFMAQsB8AC+AJMAggBRAOv/nv94/2L/TP8s/9r+eP4m/hD+Jv48/lL+TP5S/jb+Nv5B/hb+7/2j/RX9mPxG/DD8XPyH/M78Ff19/eT9R/6D/qP+2v4b/0z/Yv9z/2j/V/9o/4j/jv+e/8r/8P88ALQAIQGpASwCgwLKAgEDLANSA00DLAMBA8UCiQJdAk0CMQILAiECNwJHAngCqQKkAo4CaAIRAs8BkwFXASwBxABMAOX/k/94/23/Yv9d/3P/iP9S/xv/xP5M/gX+qP1n/Ub9IP0g/Sv9TP19/aj9k/2C/Z79xP0Q/kz+PP4Q/t/9yf3f/fr9Fv4r/jb+IP42/oP+2v5H/6T/5f8KABsAMQAxADYARgAmABsAGwAQAAoAMQBiAIgA2gCdAZMB1QERAkcCYgI3AvsBtAFtAQsB2gDaALkAqQDaACEBfQH7AUcCUgIxAuUBmQFdARYB1ACIADwA2v+I/23/c/+//+D/xP+v/23/V/+O/7T/nv94/yH/uf6T/pj+qf6Y/kz+9f25/bP93/0b/kH+Nv5S/nL+g/60/tT+xP6u/p7+ff6D/o7+ff5S/hb+C/6t/g//If9o/wQABQBiAM8ACwEmASEBEAHqAMQAvgDEAOoABQEhAUEBVwFyAYgBvwH7ASYCUgJzAnMCWAI3AoICAALPAb8BpAF9AW0BXQE2ATwBTAFiAX0BcgFyAWgBPAEWAcQAiABiAEEA9v+Z/1f/8P65/qP+qf7K/tr+8P7w/vD+6v7f/rn+Yv4Q/vX93/3U/d/9AP4W/jH+R/5c/o7+o/7E/ur+6v7l/vD+8P7q/vD+G/9d/57/2v/7/yAAPABRAG0AowDJAOoAJgFyAcoBCwJSAoMCrwLFAtUC5QK/AqkCqQJ+Al0CeAJ+Am0CcwJiAnMCpALKAuAC1QK6Ao4CQgL7AbkBcgEhAcQAfQA8APv/1f+//6T/bf83/wD/v/6Y/oP+Uv4m/vr91P25/YL9Uf0w/Sv9G/0g/QX9zvy4/K78zvzk/Bv9Yv2C/bn9xP3J/d/99f0W/lf+g/6T/oj+jv6p/s/+C/9C/5P/6/8gAFEAkwC0ANQABQEbASYBRwFiAWIBeAF9AY4BuQHqAfsBBgIRAiECNwI3AjwCFgIRAvUBzwG/AakBpAGIAVcBRwFoAW0BaAFoAWgBYgFBAQUBuQB9AEwAGwDl/7r/pP+D/yf/bf9t/57/r/+0/5n/c/9o/2j/Uv9M/zz/If8W/xD/Bv8G/wb/z/7P/tT+yv7f/t/+z/7a/vX+9f4A/yz/N/8m/yH/AP/1/gD/9f7w/gv/LP83/0z/eP+k//D/KwA2AFcAbQB9AIgAfQB4AG0AbQCCAKMA3wAAATwBeAGeAbkBngGpAZ4BmQGuAakBtAG5AdUB4AEGAiYCMQImAvsB1QG5AY4BfQFtAUcBGwHUALkArgCYAKMAuQCjAHIARgAQAMT/mf9d/xD/G/8L/9/+tP5i/jH+EP4A/gv+G/4W/gD+9f2+/aP9xP3q/RD+Jv4W/vX93/3q/QD++v0F/hv+R/5t/pP+3/4b/0f/jv/g/yAAYgB9AIgAiACTAI0AngCpAL4A3wAFAV0BrgERAm0CygIGAycDLAMcAwEDygKvAp4CeAJNAjcCFgIAAgAC+wHgAdUBygHPAb8BngGOAWgBUgEhAdQAeAAQAMr/k/9H/xv/9f7U/sr+nv6I/oP+iP6j/p7+iP5t/kf+EP71/dr9s/2N/Vz9IP0F/RD9O/1c/Y39yf3f/fX9Fv5t/rT+2v4G/yz/V/9i/23/aP9z/5P/yv8FADEAYgCNAK4A2gD1ABsBaAG0AfABAAIWAjECTQJtAmICWAJHAkICTQJtAngCgwJzAlgCUgImAvAB1QHKAbkBmQGDAV0BQQE2ATYBPAEmAQsBzwCNAHgAXAA8AAoAz/+Z/4P/Xf8W//X+8P7w/vD+6v7q/kv/2v6u/pP+eP54/nj+bf5X/kH+Nv4b/gX++v3v/QD+AP4Q/ib+Mf5B/mf+ff6I/rT+1P7w/vv++/4m/2L/pP+0/6n/yv/2/xUAKwBMAGcAiACeAI0AiACjANoAAAEQATwBTAFtAZ4BvwHqAQACCwL7Ac8BvwGpAZ4BbQE8ATEBCwELAQUBEAEbASwBYgGDAX0BVwEQAdQAngBnABsA4P+Z/1f/Mf/l/rn+tP6u/q7+mP54/m3+bf5t/kH+Jv4Q/tr9o/1n/UH9G/3//O/87/z//CD9TP2C/bP96v0g/kz+o/7U/s/+yv7E/sT+5f4h/0f/Yv9z/47/2v8VAFwAtAD1ACYBcgGeAbQB5QERAjcCPAIxAiwCHAIRAgAC8AG/Aa4BxAHPARECQgJNAl0CUgJNAjwCAALEAYMBJgHPAJgAbQBXAFEAFQDr/+D/4P/l/+D/4P/l/8T/fv9H/9r+bf42/gX+9f3a/cn9z/3J/dr9+v0g/kH+R/5B/ib+C/4A/vr9AP4L/tr9qP2Y/Zj9s/36/Tz+g/7E/t/+Fv9X/7//BQArAEEAPABBAEYAXACIAL4AzwDfAPUAGwE8AVIBjgG/AQACQgJiAngCngLFAqkCngKJAlICJgLwAdoB6gH1AfAB2gHaAdUBuQGkAX0BXQFXATEB+gDUAL4AiABBAPb/qf+k/57/Yv8h/+r+5f77/lz/+/4G//v+xP6Y/mf+Uv5B/ib+9f3U/cT9vv3U/QX+K/48/lf+eP6O/o7+nv6O/nL+cv6O/pP+rv7q/gD/EP8s/1L/fv/E/wUAKwAxADwAXACNAL4A3wALARYBFgEWARYBRwFiAYMBiAF4AXgBaAFiAX0BqQHVAeUB1QHKAdUB8AHwAeUBrgFtAUwBGwHqANoAuQCTAHgAeAB4AFEARgA2ACYAFQD7/+X/tP9z/zH/+/7a/sr+yv60/pP+eP5S/lL+XP5n/mL+R/5M/jb+EP7q/d/93/3f/fX97/0F/iD+K/42/kf+ff6j/s/++/77/vv+EP8b/zH/Uv+I/8T/8P8bACsAVwB9AJMAtAC5ANoA5QAAAQsBBQE2AVIBcgGZAbQBtAGpAcoBzwHVAdoBvwGuAaQBjgGOAXgBbQFtAVIBMQEhAQAB8ADUAK4AjQBXACYA8P/l/+v/6//V/6n/nv9+/2L/V//2/jH/+/7K/qP+k/6O/m3+Uv5c/oP+qf6p/rn+v/65/rn+o/6e/oj+cv5B/jH+R/5y/qP+z/7w/ib/TP9i/47/tP/P/9r/5f/l/+v/6//2/wAACgAmAEwAbQCYAMQA3wDlAAABLAFHAUwBLAEsASYBGwELARYBJgEmAUwBQQFXAW0BfQF9AWIBTAFMATwBPAFMASEBBQHfAL4AkwCCAIgAbQBtAFwAXABMACAAGwAFAAAA5f/K/6//k/+I/2L/Uv88/yb/EP8Q/+r+1P7E/p7+rv60/r/+1P7a/tr+z/7P/tr+2v4L/zH/Mf9C/0z/Uv9o/5P/tP/E/9X/1f/a/wAAGwAxAEYAXAB9AJMAngC5AOoA8ADwAAUBNgFoAY4BjgGIAYgBjgGDAYMBmQGZAY4BcgFSAUcBTAFHAUwBPAEhASwBGwEFARsBCwHfALQAkwB4AEEAEAD2/+D/uv+O/2L/Uv9X/0f/PP83/zf/Qv83/yb/If8s/yz/Bv/q/rn+qf6j/oj+iP6I/pj+mP6p/tT+C/9C/1L/TP9d/3P/mf/E/8//yv/K/7r/uv/l/wUACgD2/8//1f/w/woAMQBiAKMAuQDPAPoAJgExATwBJgEbAQUB3wDEAJ4AngCCAHIAZwBcAHIAeAByAH0AiACCAEcAngCYAI0AXAAbAPD/yv+k/47/fv9z/2j/TP8b/xb/LP8x/zf/LP8Q/xv/If83/zz/Jv8h/xb/G/8b/yb/G/8L//X+1P7U/vX+If8x/1f/bf9o/5P/v//g/wAAAAAVABUAJgBMAEYAPAA2AFcAbQB4AIgAngC0AJ4AjQCuALQAtACuAJ4AowDJAPAAAAELARABIQEFAeoA9QDqAL4AqQCCAGIAUQA8ADYAIAAmADYARgBGADEANgA2ADYAKwAbABAA9v/P/8T/z//K/8r/v/+v/6//qf+6/7//v/+//7//xP+0/7r/yv/K/8T/yv/K/8r/z//l/wAA8P/g/8//1f/V/8T/uv+v/6n/tP/a/woANgBRAEwATABBADwAJgAFAPb/5f/w/+v/BQAgACsAPABBAEEAXACCAHIAUQBRADwANgBGAEYATABBADYANgBGAFEAcgAWAFcAYgBiAEEAPABBAEEATABRAEYANgBMAFEAUQBXADwAJgAVAPv/8P/l/+X/8P/a/9r/5f8FADEAUQBGACYABQDr/wUAEAAQAAoA+//w/+v/+/8VADYAIAAFAAoAGwDW/0EAQQA8AEYANgA8AFEAeACNAJMAjQByAG0AcgBiAG0AYgBRAFEAUQBcAIIAmACjAMQAzwDEAMQAuQCuAKkAkwByAEwAMQAbABUAIAAmADYAMQArADYAMQA2ACsAGwAKAPb/9v/l/9r/xP+p/57/k/+O/6n/uv95/8r/uv/K/7//1f/l/4//xP/E/8r/yv/E/8T/yv/E/+D/2v/w/xsAPABRAEwATABXAGIAVwBGANv/KwAxABUANgBGAEEAXABnAHgAeAByAFwARgBGAEYAQQAmAAoA+//l/+D/9v8QABsABQAAAPD/6//w//D/2v/K/7r/jv+T/6n/xP/a/9X/2v/r/wAACgAbABUABQDw/+X/9v8FAAAA9v8FAAUAAAAgADwAPABBACAAFQAFAPb/EAAVABUAGwDb/zYARgBMAEwARgAxADYAPAAmABAACgD7/wAAAAAFABsAFQAVAAoAAAAQACYANgAmACAAEAD7/+v/2v/P/8T/1f/l/9r/z//P/8r/tP+v/6n/r/+v/6//nv+O/6n/qf+Z/6n/uv+0/7T/uv+//6//mf+k/5n/k/+I/3j/eP+O/6//1f/w/wUAEAAbABUAIAAmAAUA9v/w/+D/2v/P/7r/uv/V//b/GwA2AEEATABXAFwAcgB9AG0AbQBiADwAIAAbABUAEAAQABAAFQAxAFwAcgB4AHIAggB9AHgAfQBnAFEAMQAQAPb/4P/a/+X/z/+//+D/5f/r/wUACgAgADEAJgAQAPv/+//w/7//jv9+/4P/eP94/47/pP+6/9X/8P8FABAACgAFAPD/8P/l/8r/xP+p/47/iP+O/6n/tP+6/8r/yv/a/+v/+/8AAAUACgDw//b/AAAFAAAA6//7/woAKwA8ADwAPAA8AFcAbQBnAHgAcgBnAGcAYgBcAEEARgBRAFcAXABcAFcARgBMAFcAVwBnAFwAUQBBACsAGwAbABAACgAQAPv/+/8KAPv/6//r/9r/xP+//8r/z/+//6//r/+6/9X/1f/g/8//xP+6/6T/jv+D/47/fv+D/4P/jv+k/8r/xP/a//D/4P/V/9X/2v+0/6n/jv+O/5n/pP+//7//yv/g//b/EAAbACYAJgArACsAIAArAMb/EAAFAPb/2v/P/+v/4P/a//D/AAAQABUAIAAgABAAGwAQAAUA+//g/8//r/+k/6T/qf+0/6n/tP+//8//z/+//9r/5f/K/7r/tP+k/5n/pP+e/47/jv+T/6n/tP+k/7//yv/E/8T/uv+//7T/uv/K/8r/xP+6/9r/8P/w/+X/5f/P/6n/jv9z/1f/Qv9M/2L/aP9t/3P/jv+O/5P/nv+v/5n/g/9+/13/V/9X/13/TP88/zz/Qv9C/0f/TP9i/3P/fv+O/5n/k/+e/57/mf+0/57/jv+D/3j/fv9z/3P/c/+O/7r/1f/V/+X/9v8QABsAGwArACsAEAD7//D/6/8AAAoA+//l/9X/8P8KACYAKwAmACYAEAAFABAAEAAFAOX/uv+6/8//yv/V/9X/1f/E/7//1f/P/+D/1f+//5P/eP9t/37/mf+I/5P/k/+O/5n/tP+6/9X/5f/g/9r/2v+0/7T/yv/E/9X/z//P/9X/6//2/+X/6//w/xAAJgAxADYAUQBtAGIAYgBcAFcATABGAEYAPABXAFEANgAgADEAXABMAFwAYgBiAGcAfQCYAIgAjQCCAH0AcgBnAGIAUQBGACAACgAFAPb/AAAVABAAIAArADEAMQArADYAPAAmAAUA9v/7/+X/yv/E/7r/qf+k/57/nv+0/8r/1f+//7r/v//K/8r/1f+6/7r/uv+p/7T/uv+0/6T/r/+e/5P/k/+e/57/v//E/9r/6//r/woAEAAbACAAJgAKAAAA8P/l//D/9v/7/xUAJgArADwAUQBcAG0AeABXAFcAVwBRADwAFQAVAAUA9v/7/+v/9v/2//v/EAD7/wAAJgA2ACsAGwD7/8r/uv+p/5P/fv9z/0L/R/9M/1f/c/+T/6n/nv+k/6n/r/+v/6//pP+I/23/Xf9X/1L/TP9S/1f/aP+D/5n/v//V/+v/8P/2/woAEAD2/9X/z/+0/7T/xP/V/8//uv+//9X/6/8KACsAMQAxACsAMQAmACAAKwAVAPv/+//7/wAA8P/r//v/BQAbACsAPABBAHIAYgBcAFcATABRADYAJgAgACYAGwAVABAAGwAxADYAMQA2AEYAQQA8ACsABQAAAPb/8P/7//b/8P/g/9r/6//7//v/5f/w//b/8P/2//v/8P/l//b/6//a/+D/4P/l/9r/2v/r//D/8P/2//D/AAD7//D/+/8FAAoAFQAgABsAJgAgACAAKwBBAEEANgAmACsARgA8AEwAYgB9AH0AcgCIAJgAowCeAKkAqQCpALQAuQC5ALQAowCNAIIAggCIAI0AngCpAMkA2gDaAN8A3wDwAM8AtACYAG0AYgBGADwAKwAVAAUAFQA8AEEAUQBMAEEAPAAxADEAKwAgAAoA8P/g/8r/z//a/8//tP+v/6//v/+//8r/1f/E/+D/6/8FABUAFQAgACAAFQAVACAA6//P/8r/2v/l/+v/AAAAACAAMQBBAFwAVwBtAIIAcgByAHgAcgCCAHgAeABnALIAZwCCAIgAbQB4AH0AngCpAMQA3wDqAOUA6gDaALQAuQC5AKMAfQBcAEEAPABGAFcAVwBXAFcAXABRAFcATABGAEYAJgAbAPb/6//a/7T/xP/K/8r/HwDE/8//1f/E/8T/uv+6/6//r/+6/6//xP/K/8T/v//E/7//uv/K/9X/1f/a/9r/8P8AAAoAEAAbADEAQQBBACYAMQBGAFEAYgBiAFcAYgBnAGcAcgCTAK4AyQDfANoAyQDJAL4AvgDEALkAtAC+AL4AyQDfAPUABQH6AAUBAAHwAOoA3wDfANQAzwDPALQAowCYAI0AngB9AHIAYgBcAGcAfQB4AHIAggByAHIAZwBMACsAFQD2/9X/1f+v/6n/qf+p/7T/uv/K/9r/9v/r/+v/4P/V/8//pP+O/37/Xf9d/1L/V/9X/1f/c/+T/6T/z//g/8//2v/a/+X/5f/w//D/BQD2/+X/z//V//v/EAA2ADEAMQBMAFwAXACNAJgAjQCNAI0AkwCeAKMAjQCTAI0AiAB9AH0AjQCYAI0AfQCTAIgAeAB4AG0AcgBnAFwATAA2ADYAPAAmABUAAADw/+D/1f/V/7T/r/+//8T/xP+v/6//qf+k/6//uv+6/6T/pP+k/5P/jv+I/4j/fv+D/47/g/+T/6T/tP+6/8r/2v/r/wAAAAAFAAoAEAAKACsAMQA2AEEANgBGAGcAZwBtAHgAggCTAKkAtACpAJ4AngCjAJgAmACeAJgAiACIAIIAiACjAIgAcgBiAFEAUQBMADYAKwAmABUA+//7//v/4P/a/8//yv/K/9X/v/+6/7r/uv+6/7T/pP+Z/5P/g/+O/5P/iP9z/2L/c/9i/13/c/9+/4j/g/9z/23/jv+k/57/k/+D/37/g/9z/2j/jv+Z/5P/tP/E/+X/+/8bACsAMQA8AFEAXABcAFcAXABXAFwAbQByAH0AjQCNAIgAkwCTAKMArgDEALkAqQC0ALQAqQCpAKkAngCYAJgAowCCAH0AcgBMAEEAMQAxACsAIAAxACsAMQA2ACYAIAAVAAoA+//V/8T/v/+Z/3j/eP9z/23/Yv9o/37/c/9+/2j/bf+I/37/eP9X/13/aP9M/zf/N/9M/1L/TP9S/2L/bf9+/4j/mf+v/7//yv+6/8T/2v/g/+X/9v/2//b/AADw/+v/8P/l/wAAEAAVACYAIAArADYANgA2ADwAMQAxACYAIAAgACYAGwAbADEAFQAQACAAJgAgACAAEAAVAAoA+//2/+D/z/+//6//qf+p/6//r/+//6T/pP+e/5P/pP+Z/5P/c/9d/6P/R/83/yb/G/8m/yz/Jv83/0L/Qv9S/13/Yv9t/13/aP+z/1f/Uv9d/2j/Yv9z/3j/jv+e/7T/z//a/+v/8P/w/wAAEAAxADEAMQBBACsAKwAmADYAMQAmACYAKwArADEARgA2ADYAPABMAEYAKwAxACAAIAAVABsAGwAQABsAEAD7/+X/5f/g/9X/1f/P/9X/4P/a/+X/z/+6/8r/uv/V/9X/xP/K/7//uv+//7r/tP+6/5n/mf+k/6n/r/+v/7r/uv+//7//r/+0/7T/qf+e/6//uv+0/7r/pP+v/6//r//E/8T/uv+//9r/6//w/+v/5f/a/8//6//r/+v/BQAQAAAA8P/7/xUAJgAgACAAGwAVABsANgBBAEEATABBAEwAUQBcAFcAVwBnAGIAVwBiAFcAUQBiAGIAXABXAFEAMQA2ADYAIAAKAPv/+//w/+X/6//7/+v/4P/a/9X/xP+v/7T/tP+k/57/eP9o/3P/bf9z/3P/c/9+/5P/jv+Z/6T/qf+k/4j/mf+k/5n/k/+D/4P/jv+Z/6n/r/+v/6//tP/K/9r/4P/K/8T/2v/P/+v/6//w/wUA+//7/+X/9v/2//v/8P/l//b/9v8AABAAGwAbACsAIAAxACsAKwArABUAIAAKAAAAVgDw/+D/2v/V/8//yv/P/8r/yv/a/9X/2v/P/7//tP+k/57/k/+O/47/jv+O/5n/k/+I/4P/jv+O/4j/mf+O/47/nv+Z/57/nv+k/6//r/+6/7T/qf+p/6T/r/+p/7T/qf+p/7//xP/P/9r/5f/7/xUAFQAVABAABQAKAAoAAAAQACAAEAAmABsAIAArACAAKwAxADYAPAAmACYAKwAgABsAGwAmABsAMQArABUAGwAbACYAKwA2ACsAKwAmAAoAIAAxAHwAIAAVACAAKwArACsAJgAmACYAJgArACsAIAAgABUAFQAbAAoABQD7/wUACgD7//D/8P8AABAABQD2//b/+/8AAPv/9v/l/9r/2v/P/8//z//P/9X/2v/g//v/9v/w/wAAAAD7/wUACgAQAAoAFQAFABUAKwA2ADYAJgBBAEwAXABXAGcAggCIAIgAfQCCAIgAiACCAIgAngC0AKkAngCNAI0AngCNAHIAcgByAH0AZwBcAHIAbQB4AHgAZwBcAFEATABRADYAEAD7//D/4P/K/8//xP+//7//xP+//7T/v/+6/7r/uv/E/7T/qf+p/5n/k/+T/5n/mf+Z/5n/mf+k/6T/qf/E/8T/z//g/8//4P/2//D/6//r/+v/9v8FAAUAAAAAABUAFQAQACAAKwArADYAPAA2AEwAQQA8AEEAMQArACsAKwAbACYAMQAgABsAGwAgACYAKwArACYAIAAmACAAGwAQAAAABQAFAAAAEAAAAPv/CgAKAAoAEAAQABsAIAAVABsACgAVAAUA8P8AAOv/4P/a/+X/9v/w//b/+/8FAAUABQAVACsAIAAVABAABQAKAAoA+//r//D/BQAKAAUAFQAgADEAQQBGAFcAVwBXAFcAQQArACsAGwAbACAAEAAKAAoAFQArACsAGwAgADEAKwAgACAAEAAAAAAA5f/V/+v/6//r//b/8P/2//D/5f/w//D/5f/l/+D/z//P/9X/z//V/9X/xP/E/8T/v//P/8r/xP+0/7r/tP+//8//1f/l/9X/5f/r/+X/8P/w/+v/6//7//v/8P/r/xAAJgAQACAANgA8AEYAVwBXAGIAZwBcAFcAXABnAHIAZwBcAFcAXABnAHIAfQCNAJMAkwCTAJMAmACeAI0AfQB9AL0AZwBnAFEAUQBBAEYATAA2ADwARgA2ADYARgBGADYAMQAmABUACgAAAPv/5f/V/9X/4P/a/9X/4P/P/8//2v/E/7//v//K/8//z//g/+D/1f/P/8r/xP+//8//yv/V/+D/4P/r/wAAFQAbABsAJgA2ADwANgA2ADwAJgAbACYAJgArADEARgBBAFEAYgBcAHgAcgB4AH0AbQBnAGIAbQBiAFwAXABiAFwAZwB4AHIAuAByAHgAZwBtAFwAVwBGAEEAQQBBACsAFQAmACYAMQAgABUACgAKABUAVgD7/+v/8P8AAPb/NQDg/9X/4P/a/+D/1f/E/8r/xP/E/9r/6//l/+X/6//w//D/6//r/wUA9v/w/wAABQAQABsAMQAxAEEANgAmADYANgA2AEwARgBRAGcAbQB9AHgAfQCCAG0AXABRAFwAUQBBADwAMQA2AEYAQQBGAEYARgA8ADEAMQArACsAGwAFAPD/5f/r/+X/1f/V/8//1f/K/9X/yv/E/8T/tP+//8T/xP+6/7r/uv/E/7//tP/E/8r/z/+6/6n/r/+p/6//r/+0/8//2v/r/+v/6//w/+v/6//7//b/4P/V/8//yv/V/9r/8P/2//b/AAAQABAAJgBBACYAGwAbACYAJgAgACsAKwArACYAKwA2AEEARgBGAEEATABnAGcAXABcAGcAbQBXAFEAVwBnAFcAXABcAFcAYgBMAFwAXABXAFEANgBBADYANgAmABsAIAAbACAAGwAFAPv/BQDl/8//yv+//6//nv+k/7//uv+6/9X/yv/E/8r/yv/K/9X/1f/K/7T/v//K/8r/xP/P/+D/2v/l//D/+/8AABsAEAAAAAUAEAAAAPb/BQAAAAoAFQAKABsAFQAFABUAEAAQAAoAAAD2//v/+//2//v/+/8AAPv/8P/w/+v/5f/a/9r/z//a/9r/2v/r/+v/AAD7/+v/8P/l/+X/8P/r/+v/2v/r/+v/1f/a/9r/5f/g//b/9v/2//D/8P/r/+D/4P/P/8T/z//a/8T/yv/K/8T/xP+0/7//yv/E/8T/xP+6/8r/xP/K/8//1f/g/9r/2v/P/9X/8P/2/+v/AAAAAAoAIAAgABsAIAAmACYAJgAxADEAQQBGAEEAPABGAFcAUQBnAGIAVwBXAFEAVwBRAEEARgBGAEYATAA2AEEARgBGADYAKwAmABUAEAAFAPv/8P/l/9X/z//a/+X/2v/K/8//xP+6/7T/tP+p/5n/mf+O/57/nv+Z/5n/k/+O/4P/k//k/5P/jv+T/47/g/+I/37/eP9+/4j/iP+D/4P/iP+I/47/k/+T/6n/qf+k/5n/pP+p/6//r/+0/x8Av/+//yUAyv/P/+D/4P/r//v/AAAAAAAAAAD7//v/CgAFABsAGwAxACsAKwBGADEANgA2ADwANgA2ADYANgAgACsAMQAgAAoAEAAQAAoAEAAAABUAAAD7/wAA9v/l//v/5f8aAMr/r/+6/7//v/+p/57/iP+D/47/eP9t/3P/c/9z/2j/Xf9z/3P/eP9i/1f/aP9i/2L/R/9S/2L/bf9z/3P/iP+Z/6//pP+p/6n/tP/P/8//4P/l//D/9v8FABUAEAAVACAAJgAmADwATABGAEEARgA8AEEARgBBAEYARgBGAFEAUQBRAFcAUQA8AEYANgAbACYAJgAVAAoAFQAFAAAA9v/l/+D/6//r/9X/z//E/7//tP+0/6//pP+e/5n/pP+Z/5P/k/+Z/6T/r/+0/5n/nv+p/6//r/+0/7r/xP/P/9X/z//K/8//z//l/zUA6/8AAPv/CgAgACAAKwA8AFEAPAA2ADwAQQBXAEwAUQBcAGIAVwBcAGIAbQDDAG0AYgBcAFwAYgByAG0AZwBtAG0AXACiAFwAVwBGAFEATABMAEEANgA8ADEAKwAgABUACgAQABUACgAFAAAA6//r/9r/z//a/8r/yv+6/8T/uv+k/6//qf+k/5n/nv+I/4P/fv+I/5n/mf+O/5n/qf+Z/6T/nv+k/6T/qf+v/7T/xP/E/yUA4P/r//D/AAAKACAAMQA8ADwARgBMAEwAVwBXAG0AcgByAH0AcgCCAI0AiACNAJMAiAB9AIIAeACIAH0AZwBtAGcAZwBRAEwAUQBcAEEAPAAxABUAGwAQAAoA9v/r/+X/5f/V/8r/yv/V/9r/yv/E/7//xP/E/7//uv/K/9X/2v/P/8T/z/+//8T/2v/P/9X/MADl/+v/8P/2//v/AAD7/wAA+//7/wUAAAD2//D/+/8FAPv/8P/w/wAA9v/w//D/5f/w//b/5f8qAM//xP/K/8r/yv/E/8T/v/+//8T/v/+0/7//GgDK/8r/v//K/7//xP/V/+D/5f/r//b/BQAVABUAJgAxADEAMQA8AEYARgA8AEwAUQBRAGcAcgBiAGIAcgB4AH0AbQB4AHgAeAB9AHIAeAB4AIIAeABtAHgAcgB4AG0AYgBnAHIAcgBiAFcAcgByAGcAXABRAFwAUQBXAEwARgA2ADYAPAAxADYAMQArACAAGwAbABAAGwAgAAUA9v/w/+v/5f/r/+X/5f/l/+D/2v/K/8T/5f/w/9X/2v/V/+D/MADV/8//1f/r/9r/1f/K/9X/yv/a/9r/2v/r/wAABQD2/wAABQAbACYAKwAgACYAMQBBAEwAPABMAFEAVwBcAGIAbQB4AH0AfQCNAH0AfQB9AIIAiAB9AHgAcgBiAG0AeAByAGcAbQBtAFcAXABiAFwAVwBMAEYAUQBRAEwATABGAEYAQQAxADEAQQAxAEEARgA8AEwAPABBAEEAQQBGAEwAUQBMAFcAQQAxADYANgArACYAGwAVACAAIAAQABUAFQAbABUA+/8FAAAABQDw/+v/8P/w/+v/6//l/+X/8P/l/9r/4P/r//D/+//2//b/9v/w//D/9v/7//D/+//w/+v/+/8FAAUABQAAAPD/5f/w//D/9v8AAPb/AAAFAAAA+//7//b/9v/2//v/8P/g/9r/2v/a/+D/8P/g/+X/6//l//D/5f/g//v/5f/7/wAA9v8AAPv/EAAAAAoAAAAKABsAEAAbACAAKwArACYAMQA8AEYAVwBiAHIAbQB9AH0AeAByAHgAggB4AIgAjQCNAI0AkwCIAJMAkwCIAIIAfQB4AG0AcgBiAGcAcgBtAFEAXABcAFcAXABXAEwAlwA8ADEAKwAgACYAGwBhAAUA+/8AAPb/5f/g/+X/4P/g/+X/z//K/8//xP/K/8//z//P/8T/xP/E/7//tP+0/7//v/+6/7T/tP+0/7//z/8lAOD/1f/V/+v/6//g/+D/5f/l//D/5f/r/+v/9v8AAPv/9v/7/wAAFQAKAAAA+//7/xUAAAAFAAUAFQAgACAAIAAVACAAIAAgABsAIAAgACsAJgAVAAoAFQAmACAAJgAgACsAEAAVABUAEAAVAAoABQDw//v/9v8FAPD/8P8AAPD/6//g/9X/2v/l/8//yv/P/8//v//E/8r/yv/E/6//uv+6/7r/qf+p/6//pP+v/6T/6v+k/57/mf+T/6T/qf+T/57/qf+p/6T/nv+k/6n/pP+p/6//r/+6/7r/uv+0/6//tP+6/6//pP+k/7T/uv+v/6n/nv+p/57/k/+p/6T/qf+e/6n/qf+p/7T/tP+0/6//v/+6/6//nv+k/6T/qf+//8T/z//V/8r/z//a/+D/8P/r//D/+//w//D/+/9WAAUAGwAbABUAJgA8AEYATABMAGIAUQA2ADEAQQA8AEYAXABXAHIAcgB9AHgAYgBRADwAPAAmACAAPAAxADwAPAArADEAGwAKAAoA5f/V/+D/z//r/+D/1f+6/7//r/+T/6T/iP+D/37/c/9i/23/c/9+/3j/aP9S/0f/TP88/zz/PP9o/23/c/94/4P/jv94/23/bf9z/23/eP9+/47/mf+0/7r/xP/K/7T/tP+0/6T/qf+6/9X/6//l/wAA6//2//v/6//w//b/+/8FACAAJgArACsAMQArADYAKwAxADEAKwA8AEEARgBRAFcAYgDDAGcAbQBiAFwAVwBMAFEAUQBXAGIAVwBMAEEAQQBGADwAUQBMAEYANgAxACsAIAAmABUAEAAVAAAAAAD7/+D/4P/a/9r/4P/g/8//uv+0/57/r/+0/6n/nv+Z/4j/g/+I/5P/k/+D/4P/iP+D/4P/jv+T/5P/k/+Z/6T/r/+6/7T/r/+0/6T/nv+0/7//z//a/9r/4P/g/+X/5f/a/9X/z//a/+D/1f/r//D/6//r/+X/6//l/9r/1f/a/9X/4P/l/+X/8P/2/+v/4P/w/+D/6//l/+X/6//g//D/5f/l/+v/6//g/+D/2v/V/+D/2v/l/9X/5f/r/+X/4P/K/8//v/+0/8//yv/E/8//1f/a/9X/5f/a/+D/9v/l/+X/z//g//D/5f/2//D/6//l//v/AAD2/wUAAADr/+X/8P/7/wAA+//7//v/9v/7//v/AAAFAPv/8P/a/+X/8P/g/9r/yv+6/8T/xP+//7r/tP+6/6//r/+k/5P/qf+T/57/k/9+/4j/g/9z/3j/eP+I/3P/aP9+/2j/bf9z/3j/c/9o/3j/eP94/4j/fv+D/47/k/+Z/4j/nv+0/6//yv/V/9r/6//w/wUABQAQABUAFQAmACAAPABRAEYATABiAG0AcgBnAHgAfQCIAI0AggCTAI0AggB9AH0AiACNAIIAfQB4AH0AiACNAH0AfQCCAIIAbQBRAGcAZwBnAGcAYgBiAGIAXABXAFwAUQA8ADwANgArACAAGwAbABsAGwAVAAUAAAD2//D/5f/a/9X/yv/K/8T/v//E/7r/v/+//7r/v//E/8T/r/+6/8T/yv/E/8T/yv/E/7T/uv/E/7//z//K/8T/z//l/9r/6//l/+D/6//g/+v/OgDw/wUAAAAAABAAFQAKABsAIAAVACYAMQAmADEAPAA8AEEAMQAxADwAPAA8AEEAPAA8AEwAUQBMAEEARgBMAEwAQQBMAFcATABXAFEARgBcAEYAQQBMAFcAXABnAGcAXABnAFwAXABcAGcAZwByAG0AbQCIAIIAkwCTAI0AkwB9AIgAiACNAJgA7gCYAJ4AngCpAK4AqQCuAKkAowCTAI0AjQCIAIIAjQCCAGcAbQB4AHIAXABRAEEAMQA2ADEANgArACYAIAAKAAAAAADr/+D/2v/P/9X/z//P/8r/v/+6/7r/yv+//7T/v/+6/6n/mf+k/6//uv+6/7//uv+v/7r/uv/P/8//z//a/+X/5f/r//b/BQAQAAUACgAbABUAKwAxADEAQQBGAFcAUQBcAFwAYgBcAFcAbQCNAIgAmACTAIIAmACIAJMAeAB4AH0AcgB9AHIAggCTAI0AiACCAIIAggB9AHgAbQBiAGIAXABXAEwAUQBGADwAKwAgACYAIAAVAAUA+/8AAPv/6//g/8//uv+v/6T/nv+Z/5n/jv9+/23/Xf9S/0z/TP9C/zz/R/88/0L/PP83/0L/PP8x/yH/LP8h/yz/Qv8x/zH/PP9M/1L/V/9H/1L/Xf9i/23/bf94/3j/iP+k/7T/tP+//8T/yv/P/8//4P/l//v/CgAVABUAJgAmADEARgA2ADYAUQBXAFcAXABcAGIAfQB9AH0AfQB4AI0AiACYAKMAqQCuAK4AtACuAK4AtACjAJMAngCYAJMAkwCTAJgAmACNAIIAggCYAJgAfQBtAFwAXABcAFwAZwBMAEEANgArACsAIAAxADEAPABBAEYAVwBRAEwARgBRADwAKwAxADwAMQAxAEwAQQA2ADYAMQArACYAJgAbABUAIAAbABUAJgAbABsAJgAKAAoAAADw//v/6//w/wAAAAD7/+X/2v/w//D/6//7//b/+//2/wAA+//2//b/6//V/8r/1f/g/8//2v/7//v/BQAFAAoAFQAVABsAEAAKABAAGwAmAEEARgA8AFwAYgBiAGIAYgCCAHgAjQCpAJ4ArgC0ALkAtACuALQAtAC+AMkAxADEALkAyQDJALkAxACuAKkAuQCpAJMArgCeAJgAowCIAIIAiACCAGcAVwBMAEEANgAmABUAEAAFAPb/6//l/+v/2v/g/9r/xP/E/8T/uv+p/6T/r/+k/57/nv+k/7T/pP+T/5n/jv+I/5P/mf+I/3j/g/+D/4P/g/+D/37/c/9z/2L/c/94/37/jv+O/47/mf+T/5P/jv9+/5P/nv+k/6n/r/+0/w==" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 232-235

3.2.2. Visualize clean speech
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^


.. GENERATED FROM PYTHON SOURCE LINES 235-240

.. code-block:: default


    plot_spectrogram(stft_clean[0], "Spectrogram of Clean Speech (dB)")
    Audio(waveform_clean[0], rate=SAMPLE_RATE)





.. image-sg:: /tutorials/images/sphx_glr_mvdr_tutorial_002.png
   :alt: Spectrogram of Clean Speech (dB)
   :srcset: /tutorials/images/sphx_glr_mvdr_tutorial_002.png
   :class: sphx-glr-single-img



.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

                    <audio  controls="controls" >
                        <source src="data:audio/wav;base64,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" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 241-244

3.2.3. Visualize noise
^^^^^^^^^^^^^^^^^^^^^^


.. GENERATED FROM PYTHON SOURCE LINES 244-249

.. code-block:: default


    plot_spectrogram(stft_noise[0], "Spectrogram of Noise (dB)")
    Audio(waveform_noise[0], rate=SAMPLE_RATE)





.. image-sg:: /tutorials/images/sphx_glr_mvdr_tutorial_003.png
   :alt: Spectrogram of Noise (dB)
   :srcset: /tutorials/images/sphx_glr_mvdr_tutorial_003.png
   :class: sphx-glr-single-img



.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

                    <audio  controls="controls" >
                        <source src="data:audio/wav;base64,UklGRiT0AQBXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YQD0AQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAu/wAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIA0gDSANIA0gAAANIA0gAAAAAA0gDSANIA0gAAAAAAAAAAANIAAAAAANIA0gDSAAAA0gAAAAAAAADSANIAAAAAANIA0gAAAAAA0gAAANIAAADSAAAAAAAAAAAAAAAAAAAAAADSANIA0gDSANIA0gDSANIA0gDSANIA0gDSAAAAAAAAANIAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAu/y7/Lv8AAAAAAAAu/wAALv8AAAAAAAAAAAAAAAAu/wAAAAAu/wAAAAAAAC7/AAAu/wAALv8AAC7/AAAAAC7/AAAAAAAAAAAAANIAAADSAAAAAAAAANIAAAAAAAAAAAAAANIA0gDSANIA0gDSANIA0gDSANIA0gDSANIA0gDSANIA0gAAANIA0gDSANIA0gDSANIA0gDSAKQB0gDSANIA0gDSANIA0gAAANIA0gDSANIA0gAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/Lv8AAC7/Lv8u/wAAAAAAAC7/AAAAAC7/AAAu/wAAAAAAAC7/Lv8u/y7/AAAu/wAALv8AAAAALv8AAAAAAAAAAAAAAAAAAAAA0gAAAAAA0gAAANIAAADSAAAAAAAAANIAAADSAAAAAAAAAAAAAAAAAAAA0gAAAAAAAADSAAAAAAAAAAAALv8AAAAAAAAAANIAAAAAAAAAAAAu/wAAAAAAAAAALv8u/y7/AAAAAAAALv8AAAAAAAAAAAAAAAAu/y7/Lv8AAAAAAAAAAAAALv8AAAAAAAAAAAAALv8AAAAALv8AAC7/Lv8AAAAALv8AAC7/AAAu/wAAAAAAAC7/AAAAAAAALv8AAAAAAAAAAAAA0gAAAAAA0gAAAAAAAAAu/wAAAAAAAAAA0gDSANIAAADSANIA0gAAANIA0gDSANIA0gDSANIA0gDSANIA0gDSANIA0gDSANIA0gDSANIApAHSAKQB0gDSANIA0gAAAAAA0gAAANIAAADSANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAu/y7/AAAu/y7/Lv8u/y7/Lv8u/y7/AAAu/y7/AAAu/y7/Lv8u/y7/AAAu/wAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAANIAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAALv8AAAAALv8AAC7/AAAu/y7/Lv8u/wAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAALv8u/wAALv8u/y7/AAAu/y7/Lv8AAC7/AAAAAAAALv8u/y7/AAAu/y7/Lv8u/wAAAAAu/y7/Lv8AAAAALv8AAC7/Lv8AAC7/Lv8u/y7/AAAu/y7/0gAAAAAAAAAAAAAALv8u/wAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAALv8u/wAAAAAAAAAAAAAu/wAAAAAu/wAAAAAAAAAAAAAu/wAALv8u/wAALv8u/wAAAAAAAAAALv8u/y7/AAAu/y7/Lv8u/wAALv8u/y7/AAAAAC7/Lv8u/wAALv8AAAAAAAAAAC7/Lv8AAC7/AAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAALv8u/y7/AAAu/y7/Lv8AAC7/Lv8AAAAALv8AAAAALv8u/y7/Lv8u/y7/Lv8u/y7/Lv8u/wAALv8AAAAALv8AAC7/AAAAAAAALv8AAAAAAAAAAC7/Lv8AAC7/AAAAAC7/AAAu/y7/Lv8u/y7/AAAu/y7/AAAu/wAALv8u/y7/AAAu/y7/AAAAAAAAAAAu/wAALv8u/wAALv8u/y7/Lv8u/y7/Lv8AAC7/AAAu/y7/AAAAAC7/Lv8u/wAAAAAAAAAAAAAAAC7/AAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAC7/AAAu/wAALv8AAAAALv8u/wAALv8AAC7/Lv8u/wAAAAAAAC7/Lv9c/lz+Lv8u/y7/AAAAAAAALv8AAAAALv8u/1z+Lv8AAAAA0gDSANIAAAAu/1z+iv2K/Vz+Lv/SAKQBpAGkAdIALv+K/bj8uPy4/Fz+AADSAEgDSAN2AtIAXP7m+0L6Qvrm+y7/dgIaBL4F7ARIAwAAFPv69lb1KPYU+3YCNAh8CyANBglIA0L6DvL07fTtVvUAAHwLsRNVFZYP7ASe+PTtNeir6g7yLv9ODPkWbxlVFaoKQvqr6tPg0+Cr6rj88g3lG9EgtxzyDRT7NeiL3YvdNehw+SAN5RujIYkdaBBc/iHt0+Bd3pHmVvWQBlUV5RvlG7ET7ASE9JHmAeB34iHtiv3EDhMb/x+3HMQOuPyr6l3e59vt5Cj22AlBGqMhLR+DFHYCmO/T4BTbAeD07aQBVRWjIUcj5Rt8C8z3Y+eL3bnckeae+E4M5RsZJNEgsROkAZjvpeG53KXhxu6kAYMU/x91IkEafAtC+tnpAeAv3zXozPcGCcsXLR+JHVUVkAb69jXo0+B34k/sFPt8C/kWtxwTG98S7ARW9ZHmL9+l4fTtAAA6ERMbtxz5FiANAAA88RvkudwB4E/s0gBVFRkkkCaJHU4MzPe/5Z7Y+tal4Vb1IA2jIXwr2ClBGkgDB+ko1sbOKNar6pAG/x+WL2gwGSR8C5jvzNesyvTN0+Dm+28Z8i1UNU4sJxZw+V3eIs2syszXPPGWD2IngjQ6Mf8f7AQ16ODS2slq0L/lpAGJHZYvgjTYKd8SVvXn237LfssU27LzaBBiJ94yli8tH+wENejg0trJPNFj50gDiR2WL94yNChoELLzFNusyn7Ludye+FUVIC35NmgwQRqK/QHgIs0HySjWxu4gDb4lVDWwM0cjNAgH6eDSB8lq0O3kpAG3HJYvVDV8K7ET+vbn237LfssU24T0OhE0KLAzOjH/H74FNegO0trJDtJj5xoELR86MVQ1Bik6EQ7y+tZjx9rJudxC+ssXxC4mNpYvbxm4/AHgfstjx4TU9O0gDZAmgjTeMnUiYgcH6TzRkcbGzr/lSANbHpYv3jI0KDoRhPRw2drJrMqL3UL6+RZ8K7AzTizLF7j8peEizTXIVtWY75YPBilUNQwyLR9IA5HmatA1yDzR2ekGCRkksDPeMkcj2Akh7SjWfss80b/lGgT/H5YvOjHsJPINsvOL3WrQPNHT4BT7JxYGKfItkCaDFIr9Y+f61g7S59tq8HwL0SB8KwYpExtiBzzxXd6E1MzXY+cu//kWYieqKnUilg9C+pHmnthW1S/fhPQgDaMhqiqQJp0YdgJP7ELa4NKe2Kvq7ASJHaoqqipbHqoKsvMv34TUVtV34kL6sRO+JXwrGSSxE4r9Neie2ODSFNuY7wYJLR+qKgYpiR0GCQ7yi9080eDSSeOK/Z0YqirELuwkOhFw+XfistNq0OfbhPRoEJAmli/YKW8ZSANP7ELaatCE1GPnSANbHsQuaDAZJPINsvO53JjPmM+L3cz3JxYgLVQ1IC2dGIr9G+Q80X7LKNb07U4MviXeMpYvLR9iB/TtQtqYzzzRSeNc/hMbIC1oMOwkaBD69qXhDtJq0OfbsvM6ETQoaDDYKScWiv2/5SjWPNFw2SHtBgnRICAtqioTG74FmO8v3yjWQto16C7/yxeQJmIn5RsGCVb1v+Vd3l3ekebM9/INWx51IkEafAvm+5jvB+lj56vqhPRIA98SExtBGjoRkAYU+2rwB+m/5QfpVvViB8sXWx5BGsQOpAFW9U/skeY16DzxAABoEEEaQRqxEzQIuPwO8qvqY+ch7Z74BglVFRMb+RZODNIAVvUh7TXoB+ng8qQBaBBBGhMbgxQ0CBT7avA16JHmfeue+DQIgxRvGScWIA2kAcz3xu7Z6U/sVvW+Bd8SnRiDFHwLXP4O8gfpG+SR5uDyvgWdGBkk7CTlG3wLnviR5kLa+tYB4ODyNAidGNEgWx4nFjQIcPl960nj7eQ88RoEJxbRIIkdlg8U+wfpudxw2Unj+vbEDuwkOjFoMP8fkAar6uDSv8Vjx57YKPYnFpYvbzkMMi0fkAbG7i/fcNkv3zzxYgedGFse+Ra+BQ7y7eQv3xvkDvJiB4kdxC4MMuwkTgyY757YUMxQzMzX9O3YCewk+TadOKoqaBCE9AHgKNb61qXh4PJiB50Y0SC3HMQOuPzG7tnpT+xW9aQBaBATG1se+RYaBCHtFNtW1ULaNejm+7ETBin5Nvk2YieqCn3rDtKRxgfJ+tYh7dgJRyOCNCY2NCiWD8z3Y+fT4Hfifetw+TQI3xKxE9gJQvr07WPnfev69mIHbxk0KJYvqir5FkL6FNu/xQHAB8kv3xT7nRgMMtFAo0E6MbET4PJw2VDMxs653DzxkAbLFy0fExsgDeb79O196w7yAABoEIkdRyOJHfINVvVC2jXIG8QO0k/sIA2qKi0/j0YTO6Mhiv0U20nD57u/xbncFPvLF04ssDNOLJ0YpAH07Rvk7eTG7or9IA35FssXxA7m+2PncNnM10njFPtVFXwr+TZUNb4l2Al962rQpcHtxMzXsvM6EdgpVDWCNOwkxA769hvkudx34pjvXP6qCjoRlg8GCVz+svP07Wrw5vuqCvkWiR2JHYMUYgco9hvkzNdW1QHgsvM0CBMbviXYKewknRg0CFb1kebT4Hfiq+qE9Ir9vgV8C/IN8g3YCUgDAAAAAEgDNAjYCdgJ7ARc/lb1Ie2R5pHm9O3m+3wLbxl1IkcjiR06EdIAmO/T4ELai90H6cz3kAYMEp0YQRr5FsQOGgQU+yj2+vZw+eb7XP5c/or95vvM9+DyPPHM9+wE3xKJHaMhWx5VFb4FsvPT4LLTPNG53DzxYgdvGewkNCjsJG8ZBgnM99np7eQ16GrwcPkAAOwEvgUaBC7/FPtw+Yr9YgeDFIkdWx7LFwYJVvVJ4yjW4NJw2avqdgJBGnwr3jLELtEgfAtW9RvkntjM16Xh4PJ2AsQOVRUnFt8STgzsBFz+5vsu/+wEqgqqCuwE5vs88Qfpd+J34tnpFPs6Eb4lDDI6MewkOhFw+XfiDtKsymrQpeFC+gwSdSLYKWIntxzyDVz+PPGr6n3r4PIU+6QBSAPSALj8+vay81b1FPvsBDoR5Rt1ItEgVRUaBJjvi90O0jzRQtr07WIHLR/ELt4yIC1bHqoKVvUb5HDZzNcv38buLv9ODFUVyxexE04MvgUu/4r9Lv++BU4M8g3YCdIAVvUH6S/fudyl4TzxBgmjIbAzbzkMMlseGgQ16ODSY8cHyczXavDYCVsefCsgLRkkVRV2AuDy2enZ6Q7yuPzsBDQIvgUu/yj2xu5968buFPtODC0fIC3ELuwkaBBW9efbB8kbxH7L0+Bc/uUbOjETO504qirfEsz30+AO0mrQ59uY7+wEgxQTG50Ylg9IA5744PKE9Fz+fAvLFxMbJxYGCSj2G+Qo1jzR+tYH6RoEoyEmNrc8VDWjIb4FB+kO0r/FNchC2lb1lg91Inwr2Cn/H8QO5vur6nfi7eTg8qQBTgw6EZYPYgcU+/Tt7eTt5Mbu0gBVFb4lfCtiJ0EavgX07ULaxs5q0C/f+vZoEBkkTiyqKlseTgye+JHmFNvn27/lzPcGCScW5RtvGWgQSANW9X3rB+mY74r9IA3LF+Ub+RaqChT72emL3XDZ0+Cy86oK/x9OLCAtRyM6EUL6G+RW1TzRQtrG7mIHExs0KNgpoyFoELj8q+pd3rnckebM93wL5RtHI/8fDBKK/TXoFNtw2e3k5vtVFaoqVDUMMtEgSAMb5KzKL7+RxovdAAB1IhM7GURBOtEgLv8B4KzKkcaE1GrwxA6+JQwyIC1BGrj8L99QzKzKudwU++UbJjbRQG85oyEAAIvdScMVu7/FpeEaBBkkQTrRQMs3Wx6K/Yvd2sljx1bVmO8gDRkkli8gLeUbdgI16CjWDtJd3ij23xKqKiY2OjFbHtIApeEHyQHAB8ml4UgDviVbPo9G5Tt1ItIAL981yAHA2sl34qQBLR8MMiY2fCtVFUL6SePM157Yv+UU+zoRoyG+Jf8flg8U+zXoudy53DXo5vs6EXUiqio0KG8ZGgQh7ULaPNFW1UnjcPnfEjQo3jKWL6MhfAuy8y/f4NI80bnc4PKqCokdkCaQJokdxA64/H3r0+AB4NnpQvryDeUb0SBvGTQIhPR34nDZFNtj57j8VRWqKlQ1aDC3HAAAd+JQzEnDfst34qQBdSJvOf8/3jJvGUL6Xd5QzDXIstNP7NgJRyNoMPItiR2+BSHt59tW1bncmO8GCdEg8i0gLVsevgV96yjWfstq0HfiXP7lG94yEzuwMy0fpAG/5TzRNciYzxvkLv9vGSAtgjQgLcsXuPzt5CjWstMB4Fb18g2jIU4sBimdGAAAY+co1jzRFNs88SANviWCNLAzRyM0CNnpDtI1yMbOSeMAALccOjHLN5YvbxkU+9Pg9M3ayYTUfes0CHUigjT5NgYpxA488Z7YUMyYz6Xh5vudGCAtJjbyLcsXFPsv3yLNrMqe2LLz3xIgLUE6+TZHIxoEd+LaydPAfsvt5GIHviVBOls+OjFVFeDystNJwxvEcNlw+RMbsDO3PCY2LR+K/efbkcYbxLLTDvLfEiAtQTr5NkcjGgRJ46zKScPGztnpIA2qKuU7tzwgLWgQ9O1q0KXBkca53Lj8Wx4mNok93jJBGp74Qto1yGPHntj69ssXaDBBOt4ytxxc/tPgIs0HySjWPPFoEKoq+TaCNHUiNAhP7CjWfss80b/ldgItHzoxgjTYKYMUnvhd3vTNrMpC2lb1sROqKrAzxC6JHewEq+r61pjP+tZP7DQI/x8gLSAt/x/YCWrw59tq0ITUv+XSAOUbxC6wM9gpsRPM913exs5+y57YDvKWDzQoVDUMMqMhBgnG7kLamM/g0hvkXP6dGNgpxC6+JQwSQvpJ41bV4NJd3ij2DBJiJ2gwTizlG0gD2eko1lDMDtI16DQIGSSCNFQ1NChoECj259tQzH7LFNv69lUVIC0mNpYvtxx2AmPn4NKsyrLTfet8C2InyzdUNewkBgmr6uDSNcgizXfipAF1Ivk25TvELlUV+va53H7L2snM1w7yDBJ8K/k2aDC3HNIAY+eE1CLNKNZ96zQI7CSCNII0kCYgDTzxQtoizcbOL98U+0EaaDDLN/ItJxZw+dPgDtLGzkLaPPHyDb4lOjF8KxMbGgT07V3enthd3pjvNAhbHgYp7CQnFnYCxu6l4efb0+CY7+wEExuQJuwkbxk0CMz3fetJ43fiNehW9ZAGJxZbHrccgxQGCbj8DvLZ6WPnfevM92IHgxSdGIMUfAsAACj2xu4h7WrwFPsGCScWExvLFyAN0gBW9X3rkeZj55jvLv+WDxMbLR9BGsQOpAFW9U/sv+Vj5zzxLv/yDfkWyxexE3wLdgJw+Q7yxu5q8BT7NAg6EbETlg9iBy7/+vaY70/savAU+9gJJxZBGicWTgwAALLzB+lJ47/l4PLsBMsXRyPsJIkdxA64/Nnpi91C2nfi4PK+BVUVWx5bHvkW2AlC+k/sv+XZ6Sj2kAYnFokdQRryDRT7B+mL3bnckeZw+ToRviUMMsQuWx7sBNnp4NJjx9rJFNvM91UVTiyCNMQuLR8GCbLz7eQv3xvkhPS+BbET+RZoEHYCsvMH6Rvk2enM904M0SAgLSAtLR80CJjvFNs80TzRudzg8k4MGSTeMt4yviVoEHD5B+kv3y/fkeaE9BoEDBKdGPkWfAsu//r2svNW9eb7vgWWD50Ybxk6EdIAxu7T4OfbAeB967j83xK+JQwyOjF1IgYJ9O1w2ZjPatDn25jvBgnRIPItxC51IvINFPv07TXoNejG7kL6kAbyDSAN7ARw+Tzxxu6E9C7/TgxBGuwkBinRIPINhPQU26zKY8cO0mPnpAG3HLAz/z+JPfItOhE88VbVNcg80b/luPxODN8SsRPYCQAAXP5c/kgDvgU0CE4MIA0MEhMbVRXSAOfbi71xudrJPPH/H9FADFIzSAYpTgyr6uDSPNHM16XhkeZP7BoEVRWQJrAz2CknFij2FNtC2nfinvi3HPItli9VFavqPNHTwJHGIe2DFFQ1o0EMMmInIA0O8gfpudwU2y/fi9088XYCaBBOLN4yDDL/Hyj2L9+Yz7LT4PJODBkkNCgMEtIANego1qXhsvOWD+wkiR23HJYPXP5IA7j8zPfG7kLaL98b5ODysRPYKRM7nTjlGxoESeNQzHDZfevSAPINvgW+Bbj8+vZiB/INyxdBGjQIXP707ZHmpAGDFC0f+RYO8kLa7cQ1yPr2oyF1Qo9GYicGCQfp59sO8rj8pAGe+HDZudwH6UgDaDCJPRM7Exs16ELaQto16DQInRjlG04Mxu416BvkSeNC+iAN0SAZJN8Slg8GCRoE8g2+Bcz3AeAbxCLN7eTSAAYpiT11QmgwdgJP7IvdzNc88UgD8g0GCYT0hPTM90L6qgo6EcQOBglw+aQBTgyWD1seQRogDWrwv8VdvqzKG+RVFSY2vUW3PIMUAADg8gfpDvKY7+Dy9O1J4zzxXP6qCtEgqiqQJpYPq+p34gfpVvWxE0cjdSIGCS/fmM+syoTUQvq3HG85QTr/H2gQLv/g8vr2Qvpw+Rvk9M1W1TXo0gC+Jf8/R0OqKgAAfevn24TUT+w0CBMbVRX69qvq7eTT4EL6DBJHI0cj2Am+BXYCFPuqCvkW3xKe+CLNAcBjx/rW8g3/P8pXqkr5Fij20+D61n3riv00CAAASeOl4cbuQvqJHYI0+TZ1Imrwi93T4Kvq8g00KPItJxZJ41DMScORxiHtExv/P+tERyMMEtgJFPvSAL4FLv+r6hvEubyy02rw7CSqSspXWz4AAJ7YmM+E1EL65RvYKRMb9O2e2HDZAeAAABMbRyO3HAAAQvrsBE4M7CSWL+UbzPe5vEmjarD0zWgQvUXKV/JN0SAu/w7yd+L07Yr9zPd96yjWi9369pAGBinlO5YvsRPT4GrQL9+y89EgtzzeMjoRudylwaXBrMo88bccli+WL28ZOhGxE3wL3xJoEIT0stMOsue7AeAu/5Yv3lJoUDoxAADT4CjWmM996yANQRqWD1b1avAo9lb17AQnFgwSdgKr6iHtvgU6EaoqnTiQJkgDrMqys3G52skAAII0BUmjQRMbpAHM9+3kxu7SAFz+KPbn213ehPQAAOwko0FBOrccSeO/xdrJ+tZiByY260SwM1z+Qtpq0GPHG+QgDbcciR3YCewElg80CMsXoyFoEODy7cSfuPTNv+XLF49G3lLrRJYPv+Xg0tPADtIo9rETGSSDFHwLfAvm+6QBTgwaBPr2cNnM18buSANoMAxSfEu+JQHgIq2LnRukL9+QJsROQFrLNycWXP5d3gHgq+qY77Lzv+UH6dIA3xJUNTNIxC4AAC+/G6SfuCjWtxy3XHtrsFPEDlbVQ7oIqQfJcPlVFVse2Ak0CG8ZQRqQJk4saBAH6Va12qnGzij2OjESW2hQ2Cm/5ee7Q7pJw7LzBimJPZ04JxakAS7/fevG7sz39O1J48bOFNs0CJAmTkzRYI9GOhEHyXeiNqhDusbuxC4zSC0/nRgU+4T0keYO8nwLTgwu/+3kG+Rc/jQIWx5UNTQoGgSYz7KzY8eR5m8Z8k34VkE6dgJW1azKv8Vd3nwLnRjyDcz3hPSqCoMUGSRvOaoqAADtxGSncbn61pYPYUewUy0/xA4b5CjWmM/t5KoKtxxvGS7/PPFw+XD5IA3sJLcciv30zee7DtL07WInLV+jYbc84PJDuqyqSaN+y04MnTjYSZYvVRWQBvTtsvMaBC7/mO/0zQfJY+fm+6oqnFhUVZYvv+U8sdqpxq6/5QwyQFpAWpAmVvXn212+9M1W9TQIDBIu//r2kAY0CEcjGUS3PFUV9M1dnoudPLFW9QVJOnEFadgpfesizcaud8Ke+J0YGSR8C7j8kAaK/SANviXRIHYCNcjGrpHGAeBbHtFg8m0MUgAAFbs2qKWhB8lODJ04j0ZHI74F2AnM9xT7Ygdw+X3r2sntxJjvgxS3PJxYYUdbHgHg4LLgsla1cNknFi0/VFUtP50YQvr61iLNFNvG7vr2+vaQBi0ftxwTGzQooyEGCfrWUKysqiLNTgx1QuVbxE4ZJLj8FNsotvSthNSQBvItxC5vGcQOxA5vGScWLv/61oS0i71J474FqireUhJb0UAu/4u9AaDApczXDBJBOrc8/x9VFYMUXP7Z6QfpT+yY70njd+Lm+8sXbzmPRt4yGgSRxmqwL79W1eb7xC5oUN5SaDBC+g7SAcDGzvTt7ASQBor9Tgx1ItEgVRXfEk4MKPZW1S+/PNHm+5AmdUKjQdEgavCy0yjWQtpd3g7yIA0GKZYviR1ODHYC0gCe+BvkVtX61jzxJxbRIJ0YQRqJHS0fNAiL3RvEG8RJ48QOfCvLN5Yv+Rae+LLTkcZd3ub7Jxb5FpAGLv92AuUbfCsTG574cNnGzrLTFNvg8i0fWz7YSWgwpAFw2aXBrMq/5UgDyxcTG4kd+RZc/ij2SAMGCb4FmO+y07LTmO/lG+U7LT/sJIr9G+Sy04u9pcHG7hkkIE3YSbcccPnt5Bvk9O2y85jvNeiY7xoEaBC3HFQ1gjSjIfr2Q7o2qF2+9O2jIdFAYUeWLyANzPfM15HGi93g8gYJnRh8C6oKJxa3HJ0YkAYh7bLTkcZW1ZHmSANBOoJUDFJOLEnjzbf7tsbOIe0GCf8fviXRIG8ZvgWe+C7/Lv8U+0/sPNFW1Yr9Tiz/PwwysRP07VbVmM8O0jXoOhHeMkdDsDN2AufbzNe/5SHtavAo9rj8TgwtH1seQRqDFJAGLv+y8/rWkcbT4CANviU0KLcc2Alc/vr2G+RJ43D5Bgn5Fm8Z7AQ88Sj2vgXYCaQBsvPZ6WrwXP4AAPINNCh8K9EgBglJ4yLNmM8H6RoEsRMnFvINDBLlG+wEmO+e+BoEOhGQBgfpL9/07QYJJxb5FrETAAAo9gAAKPaY76QBlg9HI1seQvqR5r/lFPvSAOb7SANc/pAGnRh8CwAAvgViBwwSYgeR5szXFNu4/FUV7CSWL4MUXP6K/X3r0+D07eb7VRXLF7j8DvL69tgJ8g0GCSAN4PJJ45jvzPfYCewkIC06Md8SstOEtKXB9O06EXUiaDCjIQwSOhEu/8bumO/Z6fTtIe253GPnBgmWLy0/OjGJHbLzhNQU2wHgavBoEBkkOjEtH8buVtUU28bucPnSAAwSOhHLFwYpLR/EDi7/keZ34gHg4NIU25747CTlO4k9sDMaBBvkd+Jw2QHgKPbsBLcc/x9iB3D5nvgaBKQBAAAaBIT0svPYCWgQ5RsGKZ0YvgXZ6S+/4LIO0gYJ8i3RQOtEoyFIA1z+xu7t5DXoG+TZ6Wrwfetw+RMb/z+JPUcjSAMo1n7LSeP69jQIiR2JHZ0Y8g3Z6WrQKNbg8tgJVRUtHwwSJxbYKaMhvgV965jPUMzM10LafesGCcQu/z//P1Q1IA307e3kzNc80V3exu5oENgpQRo0CFz+QvoO8n3riv12AmgQkCZ1IicWIA2e+E/sSeMHydPAPNGK/dgpvUUmVv8/RyNODNPgQ7qfuAfJPPHLF98STgwMEi0foyGDFKoKT+xC2iHt+vYAAJ0YRyNiJ1seY+ddvhW7cNlc/m8ZsDNoMNgpOjH5FuDyL99QzFbVT+wH6cbuNAhOLEE62ClBGsz30+Ah7dnpB+nm+9gJRyOwM8sXxu6y013exu5W9U4MaBAnFvItviVODFz+T+xP7IT0v+X61qXhkAZ1IsQuaDBVFS7/GgT69qXhd+IH6dIAnRjyDZ74+vaQBsQO2AkaBJjvq+qQBicWaBAgDWIHTgzyDX3r2slq0IT0fAvLF6MhnRgMEhMbDBJw+WPnQtpJ47j8iv2y89IAWx6+JUEaTgzg8k/siv2kAXD5cPku/04MbxmqCsbuY+eE9Pr2cPlIA74F+RYMMpYvOhEO8i/fAeBP7DXoAeCy828ZkCZ1Ilse2AmkAWIH0gBP7Ofb0+Au/+wkiR2e+CHthPTm+y7/SAMU+74FoyEZJPkWkAZC+p74uPwH6azKNcg16IMU3jL/P9gpqgp2Aub7PPFP7GPnmO8aBFz+DvKe+NgJWx7RIG8ZQvpd3n3rzPfYCRkkoyFVFdgJNejayb/Fntgu/9EgEzuCNPkW3xJ2AvTtsvOY70/sPPFJ4y/fsvPYCewksDNoMIkd+vYh7aXhzNfg8nYCJxa+JXwLq+qL3bncDvIGCYkdGSSDFBMb3xJw+cz3PPHg8tIAfevM10LakeZoEGgw/z/5NpYP0gBq8HDZG+TZ6fr28g1IA/r2cPlc/pYPnRhBGvIN4PJC+tIAcPmqCvINxA5vGcz3stPtxBvEfeudGC0/BUlOLOUbdgK/5fTt4PKe+KQB0+DayTzR9O18K1RV+FY0KHDZB8n61gfp+RZHI+UbOhEH6SjWi9016DQIExtHI/INxu6kAeUbExvlG04McPk88WrQL78HyS/fTgxBOvhW60R8C574cPnZ6dnp7eS/5bj8zPey86QBTgyJHZAmoyEAAITUudy4/NgJ5RsTG2gQOhFW9SjW2skHyZHmsRPLN/k2DBI6EUEa8g1iBzzxudwB4JjPDtLG7uwEqiq9RapKkCbZ6RTbAeAv30/sFPt8C+wkyxfSAMz37eQO8pAGlg8AAAHgzPdvGbccRyOJHfkWlg/t5F2+zbeRxhT7sDPeUi0/NAjm++b7feu/5dPgIe3yDXwLpAGkART7IA2+JaoqfAuE1LLTfesO8r4F3xKQJm850SD69kLaubwHybj8dSKQJtgJBgmdGCANBglIA+b7AAAb5FDMzNfZ6ScWj0YMUlQ1svOy0+DSB8m53J74VRUmNiAtDBLsBE/s9O0aBAYJ+vY80RTbpAGxE3wryzf5NtgpavCfuO6kkqae2L4liV0tX6oqvgXg8hTbhNSL3Vb1aBCQBij20gBODL4lJjY0KFb1DrKsqqzKavC+JfJNiV34Vi0fcNlqsLmczbey89EgNChVFW8ZRyMnFgYJSAMu/4r9keYizczXB+kMEjNIOlEGKdPgubxJw/TN9O2dGBM7JlajQaoKT+xQzKzKfeso9sbuL98O8p0YBimCNLc8aDATG0/sVrV+qzyx0+AgLZZPR0OxE+b7zPcb5Ivd2enm+/kWnRhiB+wEVvWe+Fse7CR2AoTUNcgB4LLzIA0GKUE6vUVHI9np2sngsr/FpAHRIP8fNAi+BWgQvgUGCScW5Rv5FvTtubxxub/FVvX/P4ld2EmdGMbuntgBwNrJVvW3HG85qipc/k/si93Z6Ykdqio0CMzXrMql4Q7ygxSjQSZWIE3LFzXIi50ijZivfAu9RbBT/z++JScWavAo1hTbkebm+4r9xu7M9/r2qgqJPetEkCY88azKAcDNtw7SDBJ8S9dpIE1ODLnc9K0iraXhYgcnFsQOfAvlG7ET3xL/H6MhgxR34iKtNqhWtcbuBUmwc49m2Cn07drJ2qmYry/fyxctP7Az2Alw+Q7yLv+jIRMbnviRxrKzstOE9OwkJla9ZWhQYgeyszyRDpJ3wokdJlb4Vmgwqgrm+2PnAeB963D5SAP07VbVkeYaBCAtt1wmVnUiVtUbpO6k+7ZJ4+wkglR1YtFA7ATT4L/FL7/Z6WIHNAgu/0L63xK3HC0fNCgtHxoEPNHupJivPNHsBAxSVHWJXaMh0+DTwJKmIq2/5eUbtzwMMjoR8g2+Beb7sROxE8bu7cTgsijWAADsJFRVdWJHQ4r9srOloe6k2smdGMROsFOwM/IN5vul4eDS7eRw+ZAGFPtJ4+Dy2AnRIE5Mlk9vGZjPuZxJoxvEzPe3PNFgR2MMMqvqB8kOsou9KPZbHmInOhFc/kgD0gCQBp0YQRoMEjXon7i/xRTbvgUgTb1l2EnsBL/FDrI2qO3EkAb5NjpRgjR2Ap747eR34pAGVRUgDQfp9M0B4A7yOhG3PGFHWz5IA/u22qnGrvrWaDBHY9FgYid34lDM57tQzMz3yxfELuUb4PJq8A7ypAGwMy0/0SDT4GSnUKyRxkL60UBbXvhWoyFd3knDVrWlwaQBOjFvOUEa4PI88fTtnvjLF9EgIA2L3Z+4stNc/uwkDFLeUk4sv+V+q8aupcG/5RMbEzvrRAYp5vuy82rwxu4u/0L6Ie2/5dnpNAjfEicW7CTYKbcc2em5vC+/4NJW9ZAmqkp8S74lDvJw2fTN9M3t5BoEiR2xE6QBTgxVFZ0YExs6EbLzfssOsqXB9O2jIcRO/18zSKQBpcFWtZHGd+KqCgYpfCvLFwAAzPee+EL67ATEDmIHpeFJw+fbBgmqKhlE60T/H0njmK82qKXBPPE6MS1fW16jIczXG8Qizbnc5vuDFG8ZBgmE9Cj2SAOWD/8fGSSDFL/lzbelwZHmOhG3PGFHaDAAALLTkcZq0E/ssRMMMjox2AkB4HfiXP5VFYkdTgxq8BTb4NJj5/INTiyJPVQ1xA5d3u3EKNYo9gYJaBBODOwEqgrEDgYJ0gBW9cz37ASQBgAA4PJW9dIAGgSWD4MUOhGQBn3rQtpw2SHttxyJPVQ1IA3T4ELaB+lW9TQI8g00CJAGXP6e+Cj2FPsMEv8fbxlw+bLTstPt5HYCYicmNjox+Rb07Z7YDtLn21z+nRgTG2IHDvJw+RoE8g0TG1UVGgQh7XDZQtoh7TQIfCv/P2gw5vvayRvEhNTG7vINkCb5Nt4ygxRW9Qfpd+Jq8Fz+svMB4LLTq+r5Fm85YUdUNVUVKPY80V2+4NIo9kcjWz6WL9gJXd6Yz57YB+kGCeUb/x9bHiANdgKQBr4Flg+WDyj2atDgsknDnvhoMMpX+FbLN3wLxs5QrF2+keb5Ft4yNCgGCSHtT+xw+XwLJxZ8C7j8mO9J48buOhFoMEE67CTg8tPAIq2lwQ7ykCYtP285fCsTG6QBNegB4GPnsvNW9e3kudzZ6SANfCvRQHVC0SD69hTbY8d+ywfp8g2wM0E6JxaR5u3EUMzZ6dgJBimqKlseyxfYCXYCdgLm+9IADvLGzuCyn7g88WInqkr/X05MNCgu/yLNXb7Gznfi7ASdGIMULv816Mz3fAuxE1UVGgSK/XYCcPnsBIkdkCaQJpAGi92EtBukv8WE9L4lTkyWT2FHJjaQBhvkKNb0zXDZkeb07X3rmO+DFLAziT0MMnwLDvJj5w7S59t2Alse3jJoMIMUY+ddvtPAQtrm+xMb0SCWLxM75RsaBEgDnvjg8pHmKNZ+y37L4PIZJNhJglQgLWIHxu41yHfCG+TsBHUifCuJHaQBv+Ub5E/sLv9oEL4FvgXEDi7/0gATG5AmoyG+Befb+7aYryjWqgqJPbBTnTjlG+wEpeFW1TXoQvqqCnwLuPy/5RTb+vbLFwwyOjHYCSHtB+ld3n3rOhGQJpYvRyN2AijW+7bTwKXhsRNBOvk2fCuJHYT0SeOy87j8Ygc0CMz3cNk1yC/f2AlvOWhQsDOWDw7yNci/xSHtaBDyLWgwsROR5gfJhNSY798SviXfEjQIqgpc/mIHLR8tH4MUFPtW1fu2srO53N8SGURUVbAzDBIu/6XhudwO8kL67ASqCtIAxu6/5cz38g0tHxMbhPS/5cz3AACDFDoxfCsTG6QBL9+/xXG5Is1q8LccQTo0KOUb/x86EewEpAGr6knjY+c16AfpfevSAFUVYicgLaoKKPbM99npPPHyDd8SbxlBGqoKavBq0H7L+tZw+YkdbxlbHvItExvYCdgJuPz69mrwpeGYz6zKkebyDW858k0GKQYJuPwB4ELa4PLSAGgQyxeqCg7ypeFP7J74TgzLF+b7svPYCSANJxbsJEEaBglC+hvk2smlwczXnvhHI3VCIC1BGp0YAAAO8vr29O1P7Cj2+var6nfiKPY6EU4sgjTyDQ7yDvJ964T0aBDLFycWyxc0CEnj7cS/xS/fNAi+JW8ZgxR1IuUbOhEnFpYPuPw88YvdScO5vCjWGgQTOzpRTixiB+b7Ie2/5Sj27ATyDZ0Yqgp960Lai91q8FUV7CRiB5jvhPSkAToRfCtoMKMhDBI16Pu2paH7tgfp2CmqSt4yyxc6ETQIpAHYCaQB9O016BvkL9/T4ODyxA5oMJ04sRMO8iHt2en07b4FxA75FhkkExsu/57Y7cTayb/lfAtVFUEaNCgtH7ETnRjyDbj8VvVJ4+DSkcYizWrwbxkZRBlEaDCJHeDyDtI80SjWxu7LF5AmoyHsBJHmd+L07RoEYgd2AjQIFPv69sQOExujIQYp8g3Z6TXIzbey0yj2oyEgLf8fRyM6EXYC0gCY77/lsvM88WrwT+xW9d8SRyNoMLccKPYh7YvdAeDm+6QB8g2jIXUiVRUo9ovd0+CR5ub7uPz69gwSJxZBGgYpsRPSAMz3B+m53CLN4NLg8p0YtzydOLccJxb69ovdd+LM19PgAACxE4kdsRM0CDQIpAEaBCj2AeBP7PTt+vb5FvkW0SCwMzoxJxZw2RukFZufuBoE/z86UVRVGSSy80/szNdw2Sj2YgfsBH3r7eQAAP8fdUJUNVz+Qtqys4S0fevEDjQo2EkmVrc85vulwWqwFbu/5aQBNAhvGbETDBLyLTQofAtIA5747eQbxM23Xd4nFvJNglROLEgD2skOslbVfetC+qMhWz4tP0EasvOr6tnpnvjG7p7Y59sU2w7yBinRQP8//z/ELnYCubwplvStXd4TG5043jJOLAYJDvLm++DyY+co9gYJfAvg8pHm5vtVFZYvNCh2An3rrMrtxMbuuPx8CwwyBUlbPkgDUMw1yITUavCK/Z74NAh2AqoKIC3sJJYP8g2QBlb19M1WtWrQhPSjIbc8OjGQJhoET+wU+2PnPNEH6TQI/x9VFeb77ARiByANTgzg8r/lDtKy0xoEQRqjIS0/qkrELsbumK+SpnG5L9/EDqoqR0P5NokdLR9c/vrWXd5P7DzxXd5q0Mz3RyN1QjNI7CS+BULacbmsyijWB+nRIKpKsFOqKrLzi930zZjP0+DG7pAG2AloEJYvviWWD1UVExsgDTzR55s2qJ7YQRryTVRVBUkTG9npcNkBwPu2L99oEHwrdSJ8C5YPVRVoEOwE2eko1jXIstPSACcW5Ru3PE5MVDWE9Gqw7qTnu+3kVRXyLZ04qipVFYMUKPZW1YvdmO8O8r/l59u4/GInGUR8S3wrAAAizZivL7+syi/f0SD4Vv9fQTrm+57YPNGy0xvkT+z69nYCgxRoMNgpxA7fEjoRavCRxsClL7+y8wYpglT4Vls+xA4B4A7SzbesqovdJxb5Nss3iR3LF8QOXP769hvk59tW1QHgvgWqCk4M+TYgTeU7pAFxuXei9K0o1oMUtzywUxlE0SB8C/rWmK9jxw7yTgxODFz+fAuJHdEgNCidGFz+FNvTwFDMDtIb5GInW15HY1Q1NejtxIu9AcDT4Ir9nRg0KGInIC3fEn3ravBw+TzxY+ey0yHtfAvlG94yTixbHkgDudyE1AHAFbs88ZAmM0hHQ+UbkAZq8OfbG+S/5SHt+vZc/icWaBAu/1UV2Cl1IqQB2snTwPTNG+SJHbc8BUneMgAAkeaLvdqp+tYMErAzxC4gDUgD0gB2Ap0Y3xLsBL/ld8LayRTbavCCNHViblnsJODShLSysxvE5vuQJi0/3jI0CIr9Ie3t5AAAaBBiB33rUMxd3nYC/x9HQ+tE2Cme+BW7rKqysyLNyxc6URJbQTou/7/l0+DM1/Tt5vsAABT79O0aBN8SaBBiJwwybxlP7JivrKpq0J74+TYSWzpRRyMb5MbO08AVu0/stxyWLzQopAGe+GIH7ATfElUVFPs80bKzxs4o9lUVBUn/X+tE2Akvv5KmAcCy09IAaDCjQVQ1IA0u/0/sPNEH6RoE2Alc/l3e7eSQBvkWli/lO9gpVvXNt5ivpcEv374lW16JXd4ySeNDutPAfsuy8/kWkCb/Hy7/vgV2Ak/sNAhBGlUVdgJQzJHGAeAo9pAm0UD/P0Eai92E1A7SNchw+RkkQTpUNQAA7eQv3/rWzPdBGkcj3xK/5TXoxu6r6m8ZEzvLN0EahNQVu9PA9M3sBEE6TkxUNYr92ekU2zXIhPRbHk4siR3t5MzX7eSY7/kW8i06MbETQtpq0LLTVtWDFOtEM0g0KAHgv8XGzkLaYgcGKfItgxQb5GPnQvqe+EEaNCjfEij2AcDTwNnpfAtvOQVJVDViB4TU+tal4dPgcPmWD1UVVRXSACj2FPtW9b4FExudGPr2VtVJ474FgxSQJnwrsRP69sbOScNW1WPnOhEtP6pKNChC+jzxhPT07Zjv9O3t5GPnkebM91UVdSJUNUdD8i2Y7yi2zbcU2xoEsDPYSQwyvgX0zbKzG8SL3TQItzxOTL4lcPk88UgD8g0MEkgDd+KYz12+Is0u/0cjj0Z1Yk5MpAGfuH6rB8k88W8ZxC6QJt8SDvK53JHmavB2AtEgoyF2AjXofevyDUcjBimjIcz34NL7tg6yi91iBwwyo2FHY6oqkeZJww7SY+fm+9IAfet96zzx0gA0KII0IC3sJAAAstMvvw7SkAaQJk4sWx5C+sbukebM13fikeZc/jQobzmdOJAm3xLSAL/l+tb0zb/FAeCr6jzxxA4ZJHxLR2MzSKoKrMrgsou9DtLM91UV5Ru+JVUVFPsh7XDZY+fYCf8fQRogDToRbxmdGDoRQvqy0zXIQ7q5vO3kqgrRQGhwxG7lO0L6atABwC+/VtUH6bLzIA0MEpYPbxnfErETtxyxE8z3QtpC2oT0aBCqKvItVRUu/7LTarC5vJ7Ylg/YSfhWYUctH1z+avCl4XfiL9/M1zXo2elP7JYPTixhRyBNviVq8AHAcblW1RT70SCWLwYpiR369lDMrMqL3RoEfCuwM4kduPw88Vz+8g1vGSANPPEv3zXIAcB34joRLT+JXcROyxcB4GPHUMxj55AGTgxiB2IHKPbZ6Sj28g1HIyAtExv07TzRVtWK/aoqtzwZJHD5AeAHyYu9KNbsBII08k0tPwwS9O2/5WrwFPtIA3D5Y+dP7PTtIe2+BYkd+TajQXUifetJw2PHT+yxE3wr7CTsBBT7Ie3n24vdv+WQBjox+TYnFij2cPkMEm8Zlg8O8pjP9M30zULaBgnsJIk9OlHRQNgJUMy5vCjWnvjfElUVfAtoEMz3peH07Vb1NAgTG28ZNAiy84r9bxl8K9gpkAae2CLNXb6lwfTt8g2wM8ROvUX/H8buAeDZ6WrwzPeY72rwBgkAAPTtFPu+BeUbqirlGxT7VtVw2S7/0SCCNC0fLv/69g7SKLY1yO3knRjrRHxLOjHSAKvqsvMu/wYJ4PKe2O3kXd653KQB5RuJPapKaDAAAH7LL7+53GIHxC4GKcQOSANd3gfJAeDM9/kWIC1iJ04MmO/G7nwLNCjyLTQIudw80ee7i7307YkdqkrKV7c8qgrM1/TN0+Au/28ZNAiY71b12ekb5AAAyxd8K/ItgxTG7g7S59sU+9EgiT0GKUgDmO+/xQippcE16P8faFDKV7Aziv134jXoGgTlG9gJ7eRW1aXBd8IO8hkkfEv4VhM70gA1yHG5hNSqCvk23jLEDp74+tZ3wtPguPyxE+wkWx5iB7LzcPmdGPk2Ezs6EbLTn7jaqSKt7eRVFS0/nFi9RYkdPPEv333rLv8GCYT0i91j5yHtPPEMElse0SD/H+wET+wU2xvkkAbYKS0/dSI88WPnVtVjx3DZd+KK/ZAmsDPyLYMU2Ak6Ed8S8g1965HGxs6y04vdBglBGk4sR0PLN8sX7eQ1yODSmO/5FssXvgWWDy7/NegO8pjvnvjEDjoRBgng8jzxaBBoMKNBWx6/5YTUScO5vC/f5vvRIC0/Ezt1Iij2keY88S7/IA3g8vrWT+zm+1z+3xKxE50YLR/EDjzxDtKE1LLz+RYmNuwkAACkAVb1udwv3+fbIe3EDv8fiR2QBqQBxA7/HxkkQvoizfTNnthd3lz+gxQ0KLc8VDXfEgHg7cSYzzzxsRNoEAAA2AkgDYr9pAFIAwAApAHm+6vqzNft5DQIiT2JXRM75vuE1Oe72qmlwcbu+RYtPyBNJjYgDWrwG+Sy83YCIe361qXhzPc0CEcjDDJiJ50YKPYbxJKmFbuE9KNBlm/4Vi0f+va53NPAY8ee2BvkXP7fEoMUlg/5FpAmEzveMsz3Xb6ysyLNY+fEDiAtfCvELtEgFPv61qXBY8dq8Lccqiq+JXwrNCjyDcz3Xd4bxH7LL9/g8kgDfAtbHm858k23PE4Mv+XtxKyqAcAb5EgD3jJhR7c8+RaR5pjPPNFW9csX3xLfEuwEfesU+wYJxA5vGaoK4PJC2jXI59vSAPItqkqdOP8fKPbayeDSFNuL3XD52AmxE28Zlg9VFfkWbxnfEk/sXd4o1iLNxu40CJYPkCZ8K74lDBJ96y/fntg16KQBiv0MEkEaIA23HPINT+yR5nfiv+U16Afp7ASjIf8/M0j/HzQId+L7thvEmM/n2zQIqiqjQW85bxmqCkL6hPQH6drJzNdP7J74NCg6MVse5RvyDVz+keY1yAfJQtpIA7AzLT8zSMQuVvXn2y+/PLEo1nYCNCiQJvINBglODOwksDPfEuDyd8IVm9PAmO9VFXxL/19OTPINNchqsFa1peHEDkEaNCgtH74FVRU6EZ74xu6R5r/lKNasytnpnRhOTOtkdULfErLTXZ5QrDzRfev5FuU7vUWWL7j87eRJ4+DyLv/G7gfppeF34oMUbzk6MSAt5Rvm+w7Sd6L0rZ7YVRVOTE5MiT0nFhvkSeOl4ZjPpeGe+HwLlg8u/5YPviWwM04s+vYO0ii29K3t5N8S0SC3PMROo0HEDpHGDrK5vLncfAsnFpAmkCbfEhkk+RZP7NPgSeNP7DXocNlq8BMb0UCWTzoxqgpw2Wqwv8Xn26XhTgzLNyBNWz4GCU/s0+Av30/s7eQh7Sj2zPcGKW85QRogDQAAhPTT4Iu9NchP7CcWo0FHQyY23xIB4Ofb4NIVuxTb2AmWL8s3DBLSAJ74FPuWD0gD+vbt5GrQhPTyDRoELR8mNgwylg9+y7KzpcFd3t8SIC35NgYpvgWWD0gDKNZW1avq2AnfEuDyxu6+BUEa8i0ZJGgQmO/TwCLNB+kh7ToRtzzETlQ1Ie1Jwy+/hNSe+KoKbxnlG3wLVRXLF0L6FPvsBOwEKPZ+y2PHfes6EUE6tzxOLJYPpeFC2szXkcY16FsebzkmNpAGIe0O8ij2GgTm+w7ymO8H6XYCbxnEDlseDDKQJjQIY8eSpp+4i91vGRM7o0HLNycW7ARP7EnDmM+E9NgJ8g1w+UL6sRPRIE4sExvg8rLTXb5W1YT0Lv91ImFHBUmqKn3r7cTTwEnDY+eQBhMbTizsJJAmyxeR5qXhKPb69vTtDtKe2C7/nRi3PI9GIC00CJ7Y9M1jxyi2Y+fyLfJN8k1vGSHtL99q0NPghPQAAHwL7ARoEAwSKPa+BWIndSKqCuDSn7gizaXhJxaJPetEOjG+BX3rhNSys/TN7ARHI94yVRV2AmIHzPcU+wAAcPme+JjvKPa4/GPnXP6QJvItviVC+rncXd6e2H3rYgedGDQobxlODHD5xs4B4DQIyxfRIAAAfeuE9GrwSAMnFokdQRqe+BvkcNkbxDXokCaJPVs+xA6/5S/fntiy85YPyxdVFZ74mO9963DZQvpOLJ042Cmy837LmM/n25AGIC1UNTQozPe53CjWfssh7RkkyzcgLaQBL9+l4ZHmBgnYKewkBgme2FDMFNuR5lUVBUmqSvIthPRjx7/FmM9W9YkdNCiJHeb7PPGE9JHmFPsZJKMh8g1P7ELaavDSALccOjGJHYr9DtLayZ7Yi92qCutE3lIZRPINntjg0n7LFNu4/DQINAgU+1z+IA2kAScW+TaqKjoRi925vA7SIe1VFf8/yzdVFV3eAcCRxpHG+va3PLBTxE6JHX3r7eSL3ZHmiv2K/Q7yntiL3aQB8g1oMCZWR0O3HF3eUKxDujzR5vuqKvk2TizSADXod+IO0sbuGSSWL8QuqgoH6Vb1hPQu/98SqgqE9DzRIs3T4NnpExveUrdcaFBoEMbOubzGrqzKuPzLF+wkaBAGCcQO+vYAAP8f7CR1ImrwY8ey0xTb7ATeMvk20SCR5mPHIs1jxyj2iT1uWRlk8i3Z6eDSKLaRxpjv0gC+BU/sT+xODDoRsDPlW5ZPaDDt5AGgi53aqb/l3jLETmFH8g1J4xTb2snZ6RkknTjlO98Sfev69ij25vvEDi7/Xd5Wtc23xu7EDv8/sHMfbXxLiv1WtQiprKq/xZ74nRgZJEEasRPlG74FcPlODCAN8g0o9i/fPPF2ApYPGSSjIYr9DtKlwfrWXd4o9gwyyldHY+U75vtw2RvEAcCE1GrwQvrm+/IN2CnRIPkWoyFBGsQOY+eLvb/FkeZoECY2Wz4TGwfp+tYB4F3efetVFaoq3jK3HCj2svOe+Ir9dgIAAJHmNcg80Yr9ExvYKdFAEzuQJnD57cQbxLLTDvKDFEcjDBKE9IT07ATsBAAAOhEnFoMUvgUH6avq5vvyDdEgtxz69vTNY8eR5or98g1UNUdDyzcnFknj59uR5tnpQvp2ArLz7eRq8MsXviWJHewkVRVIA4T0FNuR5ub72AkMEnwLiv1q8ODyAACy80njLv8TG/k2iT1BGkgDT+zn2y/f0+A16ODyAAAgDUgDkAZ8K0E6sDPfEnDZNcg80fTtlg+dGMQOFPvM9y7/Ie3t5AAAbxk6MSY2nRh2AmrwNeir6uDyDvIb5O3kavDg8mIH+TYzSBlEdSKR5gfJG8Rw2Z74xA46EZAGGgSQBp74DvJODMsXLR9vGSj2q+qY7+b78g3fEqQBkeZw2RTbXd4O8qoqfEsMUm85QvpW1WrQ+tZj5w7y+vaK/ZAGaBCqCmIH0SBHI9EgDBK/5VbV0+AU+5YPVRXYCfr2mO9P7Enj2emDFDoxLT/eMnYCq+oH6eDycPn69sbuXd7T4DzxXP5BGls+60RvOScWFNtJw5jPq+qkAU4MBgnm+y7/7ATm+4r9xA75Fi0fVRWE9NnpcPloEFUVkAbZ6Q7SatAB4GrwYgfYKcs3o0FvOZAGXd5w2X3rPPF969PgpeFW9aoK3xLLF6oqNChbHnwLAeB+y3DZSAPRIIkdkAbZ6RvkIe2r6g7yIA1vGU4s+TYTGwAA4PJW9fr2B+n61gfJcNl2AsQOsRPELm85vUU6MTzxNcgvvyjWavCkAXwLdgKkAWgQvgVc/iANBgknFrET4PIh7UL6JxblG5AGPPEO0vTNpeFJ4/r2oyH5NthJLT/EDg7y0+B34u3ki92l4YvdIe2xE4kddSKWLwYpkCaqCjzRd8Lg0lb1OhETG6Mh8g3g8iHt0+DT4Ir9aBAGKdgpdgLg8or9Jxa3HDQIT+wizQHAKNbg8pYP+TbRQNFAYieR5trJfst34nD5dgIgDUgDLv8gDcQO2AmWD9gJNAie+LLThNSy8y0fsDNiJ2gQNehq0C/fkebG7pAGsRMgLToxIA0U+574AABC+mPnd+L61nfiBgmdGOwkOjGjIYkdkAZq0F2+2slq8DoR0SDYKYMU7AQaBODyY+ey88z3kAaqCsbuPPHyDbAzWz4ZJMz3n7jnm0O6keZVFRlEaFBhRzQoT+ysyvTNkebg8ij2Lv9C+uwEviXYKW8ZYge/5Z7YcNkO0jXonRgFSWhQ+TbfEkLaQ7qRxjzRi90U+yANqirlO3UisRM0COwEVvW53CjWstMH6YMUYifRIOUb7ASK/UL6hNTGzknjfAuqKmgwsDNBGnYCcPlC2l2+08DGzkL6YicGKSAt8i3yLXUiAAB34gHAcbkv31b1XP6dGOwkbzlBOtIAzNd+yxTbsvNIA8sXgxTyDeUb8g2E9MbuSeOY7y7/Neg16HYCNCiJPcQuQRo88eDSQtrg0pjPq+oaBAYp60SQJnwLAABIAy7/d+JC2sbO59sGCcsX+Ra3HJ0YdSLsJMz3DtK/xRTb5vvYCbccQRonFhMbSAN34kLazNch7aoKYgc0CJ0Y8i3eMssXQvoO0ou9atDn27/l7ARHI2FHQFo6Meb7QtrGzmrQDtIb5DzxNAiWL0E6viXEDlb1avA88eDSY8ft5CcWyzcmNgYp2Alq8Nnpi91QzPTNAeCqCrc8Wz5iJ0EagxR2AgHg2sm5vH7LzPdBGr4lxC5OLGInWx7g8r/FXb7M1zzxSANVFcsXRyM6MTQo0gDM17m8kcbG7qQBIA0GKVs+gjRVFVb1PNHtxITUfeu4/GIHgxTsJJ042CkaBJjvd+IO0trJDtJJ4yANtzwmVjNInRhj57/FG8RQzLnc0gDlG4kd0SBHI50Ylg9IA7LzQtqlwe3Ed+JVFdFA2ElHQ0cj2ekvvw6ysrPM19gJsDMgTb1FNCjSAO3kstPGzovd4PKy86QB+RZBGmInaDB1InwLAeC5vM23rMpW9bcco0GwUyY2lg+r6gHA+7YizQfplg+jIQYpTiz/H98ScPnZ6b/l4NKe2CHtVvU6EcQu+TZoMGgQB+nGzi+/Nch34vINiT2jQVQ1+RY16A7SVtWl4WrwhPRw+fIN+RaJHeUbyxf5Fsz3FNsizdPAXd6xE/k2M0iwMwYJkeY1yGPHzNdW9bccLR8TG98SKPYU+ycWQRpoEDXoL78vv+DSBgm3PLBTqkp8C3DZNcjnu0LaBgmjIU4sbxkAABT7DvIU+xoEXP5C+ovdL9+K/ewEsROWL504fCtc/sbO08Avv+fbSANiJ9FAkCaqCuwEkebn25jvXP40CCj2Y+fM96oK/x+QJi0fDBJ34jXIatCYz9npdSIFSWhQYidq8FbVG8QizZHm0gD5FmgQOhGdGDQIdgIMEt8SpAGy04S0fsvg8nUivUVhRwwyAADM19rJzbeRxgAATiy3PEcj7ATSAOb7AAC4/LLzIe253HfiuPykAd8SQTq9Raoq2ekOsiKt08DG7v8fdUIzSOwkqgoU+1bVY8e/5Yr9fAvsBJ74Ygc6EbccLR8nFi7/hNQHySjWKNYO8oI0ElsmVrccKNaEtPStIs1IA5Yvo0G+JZAGFPsv39PgkAb5FlUVIe3txDzRxu4tH49GM0h8Kwfpd8Jjx7/FG+T/H/8/R0MnFl3e4NJC2nD55RtbHsQONegU24T0VvUaBE4ssDPRINnpFbvtxELadgKCNGFHEzsu/w7S+tYO0mPnsROQJr4l5vvg0l3eKPaxEwwyIC35Fr/l7cQO0uDShPQmNkdD+TZ2AgfJxs5C2lz+RyMZJJ0Y+vZJ4w7yNego9gYpfCv5Fknjn7iy0/r2/x91QiY2sRMB4BvEVtVW1cbufCsTO4I0qgpw2b/lzPfyDVsekAZP7MbOxs769qQByxd1QkE6nRgb5M23kcal4XwL+TYMMrccnvgb5PTtpeEb5PINOhHYCbLz7eQgDewkDDJoML4FntgirWSn+tbg8p0Y+FZuWW855vvtxJjPi91W9ScW5RsTG6QBavDM90nj7eQ6Ed8SkAbZ6YTUXP4TGyY2YUcGKYr97cTaqdPA2sk88S0/+FZOTFUVcNkU29PgsvNoEJYPSAP07RvkcPko9nYC8i2QJiANpeF3whvkXP4TG4k9OjEnFgfpIs2y0wfJFNtVFdgpqipVFZ74sRNvGQwSTgx968zXd8KRxgfpKPZVFQxS+FZvORT7i73txJ7Y+vbRIAYpWx6K/XfiY+co1knj+RbsJC0f0gAb5OwE/x8GKd4ygxTZ6Va155sotmrQkAbKV01snFijIV3eudwU2wfpfAtIA+b7peE80Sj27ARVFUE6TixiB57YVrV34vINsDNAWr1FiR3M1+ebd6L0rZ7YfCsFSdhJOjFIA2gQOhE0CAYJkeb0zSi2KLYh7aoK2ClAWiBNYidP7DyxScO53Fz+VDW3PMQuIA3t5F3eY8d3wlb1lg9HI+Ubiv3LF3UitxyqKt8ST+znuy+fpcG53DQI3lIzaJZP+RYHyXG5G8Rd3kEali9OLHwL7eQh7Rvk2en5FkEaqgqY7w7ShPTfEv8fnTiWL98Si90Osi+/7cQB4E4sBUnYSXwravB966vqq+qQBpYP2Alq8JjPG+TZ6fr2xC4TOwwy8g080bLTG+QO8uwknTiWL6oKi90o1qXBv8V2AiAttzx8K7j8nviy8w7yQRqQJlUVfesBwCLNhNR34r4l2EloUPIt2ekU2+DScNnyDXwrfCvYCUnjY+co1sbOBgk0KGgwExsH6U/sVvXSAPItiT18Kw7yzbcotrKzfstBGiBNElstPy7/9O3T4MzXLv/LF7ccLv+L3e3kd+Jj51UVIC18KzQIstOL3cz3OhFvOUdDTixC+nfC57u5vAfJ7ASqKkE6OjEgDewEXP6y8xoEqgo0CLLzcNnT4BvkIe1VFU4sNCixE7LzsvOy8/TtkAb/HwYpJxay83fiPNEHyb/lAABvGewk5RtHI28Ziv24/AYJqgpW9SjWfssHyUnjtxwtP/8//x/69jzxT+zt5HD5yxfsJPINfeuL3ULav+ViB4kdiR1IA7/lKPaWDycWdSIGKRMb4PI1yIu9v8Uv304MBilUNQYpqgq+BaQBhPTM95AGqgqe+IvdcNkB4CHtyxcgLdgpsRNq8Mbu+vay82IH0SA0KIMUmO9w2X7LIs307TQI3xJoEL4FiR2WLy0fQRqWDxT7peFjxwfJzNfZ6SANtxwZJEcjJxZBGqoKY+cv36vqvgX/H/kWvgX07czXd+JP7EL6kAa+BbETJxY6EewksDPYKaoK4NJqsAipi70o9uUbNCjELvItli8tH3D5T+z07YT0KPYH6X3rq+rZ6TQI5RvRIPkWLv9W9avqkeaQBqoqnTgGKRT7Qtpjx+3E0+Dg8tIAVRW3HKoqYifyDQwSyxdoEOb7hNRdvrm8Is2kAfIttzxvOYkd2AkO8ijWd+Jc/icWWx6kAdnpNehP7NIAYgdIAwAAxu6y8y7/7AQtHzoxaDAZJIT0UMznu+e7AeCkAeUbxC51IkEaxA7M94r9SAOkAS7/d+KE1F3eDvInFpAmfCujIUL6d+Ke2ITUFPstH/It8i18C5jv7eSl4avqY+ch7Vz+7ASxE/kW8g3lG+wk+RZiB6XhScNJwyjWuPz5FgYp3jIZJCcWXP7T4NPgB+kO8kgDvgV2ApAG8g3fEmIHzPdP7C/fv+X07XD5/x9bPhlEDDLSADzRFbvnu8bOd+LSAKMhgjT/PwYpYgdc/g7yG+R34l3eG+Se+E4MoyGQJtEgYgc16EnjDtJJw+3kbxlhRyZW+TaWDyHt4NLtxL/Fudyy84r9VRVbHuUbviUZJC0fqgrn2+3EY8cB4Fz+aBAgLQwynRhiB9PgG8Tg0iHtgxTELpAmnRiqChoEpAH07dnpL98HyULaIe1IA9gpGUQ6US0/kAbM1wHAi71+ywHg8g1iJ/8fExt8C0L6pAHsBNgJpAGl4VbVG+QGCZAmYidiJyANL98izazKFNtIAy0f+Tb/P28Z+vbZ6cbuVvVj5wfpq+ob5J74vgU6EbAzbznELlUVi925vBW7VtUU+/INkCaqKt8SxA5IA7LzcPkO8oT0uPxP7PTt0gC3HHwrgxTYCVb14NIO0lbVv+WWDwYptzx1Qlsenvjn2+DSDtLaySHtqgrEDhkkdSK3HHUisRN2AvTtY8fgshvEnvggLS0/fEsgLQ7yFNvaydrJY+fm+ycW8i11ImgQ2AlODHYC7eRd3lbVIs1960gD5RtBOuU73jLRIDzx7cQotpHGG+Rw+dEgOjF1Ir4lyxdw+QfpVtWe2A7ynviK/fIN0SDYKRMbOhFw+bLTmM+Yz1bVQvpvGW85glSdOAYJG+Rq0AfJScNJ474FgxTyLXwr+RbfEi7/xu5q8F3eatAo1jzxExtoMOtEEzvEDij2DtIirZ+4KNZiBy0/dULyLcsXkAbm+xvk0+Dn21DMv+V2AgwS3jJBOmgwviWy83fCIq0Vu+3kvgXeMmFHDDIGKdgJAeBW1QfJ4NL69hoEqgonFtgpnTj/H3wLY+fnu3fCatAv39gJqiqjQbBTVDUu/8bOFbt3wn7LDvLfEhMbsDM6MW8ZxA7M97/lY+dw2Q7Sd+IGCfItDDLeMkEaavBJ4yjWv8Wy05jvVRVHQ71FBik0CFb1Y+cizZjPQtp34nwLkCa+JewkbxloEPINavBQzO3ESePsBGgQoyG+JbETgxQGCWPnstM1yPrWNAhHI7ccExu+JXUiGgT07czXB8l34kL67ARoELETQRrYKVse+vZd3tPgNeir6ub7NAjEDuwkYieWD4T0cNmE1Nnp+vYo9uwEdSI6MRkk+RYAAHfiSeO/5S/fG+TG7jQIOjGdOBMb0gCK/fr20+AU27nc2eloEAYpGSQMEi7/zPfsBLj8zNcHyXfiqgrYKUE6TizyDQAAq+qYz37LPNF96+UbgjTsJHwLvgUgDSANGgSR5nfC2smr6jQI2Cn5NjoxNCikAWrQubztxNnpIA1iJ6oqDBJoENgJ+vYU+2rwSeP07avqfevm+4MUIC1oMAYpqgpW1RvEB8msylb1txw6MapKJjY0CL/l9M2E1O3k+vZ8C+wEOhG3HKoK8g00CPr20gCY77LThNR34nwLDDL/PyY2GgRj50LaScOe2A7yYgewM/k2txy+BTXoNehq8Mz35vul4WPnkAZ8Cy0fdSKDFJ0YXP4B4PrWDtL07dgJoyFoMPINuPzM96XhIe1C+i7/QRoMEp74DvIH6XD5sROjIbccxu6e2OfbVtUU+y0faDAZRKMh2el+y6XB7eTyDewkviXG7hTb4PJc/hMbGST5FjoRq+p+yyjWG+RODE4ssDM0KAfpPNEb5NnpdgKqCtgJLR+DFBT7xu4b5Pr2qgrLF4MUi92Yzyj2kAaJHXUiOhGxE7j8ntgO0rLTPPFBGoI0gjRc/r/luPwAAL4FXP5P7Pr2KPbZ6Vb1zPfEDhkkNChbHgHgkcal4fTtqgotH4kdTizLF/TtL9/0zZ7YnvjEDokdSAN2AuwkWx6xEwAAB+lq8NPgNchW1Unj8g3/PzpRo0Hm++DSudxw2X3r0gDEDsQukCa+BZjvatBW1bLzNAhoEGrw4PKJHZAmBilBGor9iv016FDMrMrayb/l5RuPRmhQ/x9c/rj8AeDM113eNejfEokdYgekAZjvPPEgDbccgxQH6frWxu4U+yANdSIgLcs3+Rb61uCypaGLvZAG/z/ETnwraBCDFFz+B+lj533ruPyY72rQ+tZj56oKvUV1YqpKFPtJwzXIIs2L3dIAdSJhR504FPtW1bm8d8Lg8qMhDDJVFdIAsROdGPkWOhHSAFz+59sIqcClXb769jNI+Hawc1Q1PPEU22PHNciL3YT0bxnlG+b7mO9j5+DyQRpiJ8sXIe1W1WrwBgktH8s3sDOQJhT7hLRXlXGZ7cT5FoJU62QZRJ0YgxRc/r/li9361gfp2eme2KXhVvVoEOtEglSWLw7yd8J+y+fbhPQTG04sWz7ELoT0rMpqsIS0xu7lG2IntxzfEpAmGSQ6EewEDvIh7V3eNchQzHDZsvMMMhJbOlFbHjXozNfayTzRDvLfEt4yli/sBAfphNQO0lz+Wx4tHxoEmO9C+i7/GgRvGewkYidiB5jPVrWys2rQnRjETgxSTiwAAFb1NehC2tnppAG3HFUVY+co1jzRd+J1InxLWz7YCRTb59tJ4yHtTgw0KG85kCZ969rJKLaLvRT7fCv5NmInOhFODBoEsvMo9or9fAsaBNPgKNaE1MzXOhFhR5ZPaDBC+r/lhNSsytnpVRW3PFQ1uPye2BvE7cSe+OwkaDAtH4r9FPu4/Ir9gxQZJGInkAYbxFCsfqusyuUbblkFadFAiv2l4eDSatBP7PIN8i3RIPTt4NIizULa3xL5NmgwfAuL3RvkDvIGCfItdUKJPXwLL7+LnQGgXb6WD5ZPt1xvOaQBmO8h7fTtGgSDFIMUcPlQzJHGudye+KoqYUcmNk4MQtr61gfp+vZBGmgw3jLLFwHgkcZ3wu3E+vZiJzoxviWqCpAGYgcu//INyxeWDzzxL7+EtKzKY+fYKRJbsFM0KE/s+tZw2aXh0gCJHQYpbxlj5zzR4NKe2KoKgjSwM7ETNeiR5vr2kAZiJ8s3qirm+0O62qkotuDSbxmWT7BTOjFc/iHtmO888RoEqgoGCeb7KNaYzwHgxu4tH+tE/z8TG3fistPM133rnRhUNYk90SDT4C+/+7ZxuQ7yNCjlO5YvkAZIA6QBdgK3HHUibxnM9xW7UKyfuA7S/x/KV4ldQTrM90LamM9q0Lj8LR9vOdgpq+pW1ZjP2snm+zQoOjEnFnfi7eRw+TQIxC7RQC0/nRgbxHGZKZY2qFz+2ElhZ95SaBBq8NPgpeF2AssXiR2+BTzRd8L0zS/fdSL4VgxSWx7g0l2+PNEh7S0fo0FhR3UiL9+/xRvEAcAH6W8ZIC3sJBoEXP58CycWNChiJ98S9O1Dujyxd8Io1pYP2EktX71FNAh34p7YQtr07WIHnRiWD7Lz4PLM96vqcPknFrccBgm/5efbmO9oENgpsDMMMpYP0+D0zRvEcbnM10Eaj0Z1Qrcc+vYH6cz3BgnyDTQIB+lQzPrW9O2kAdEgWz4tP50Yv+VJw3fCkeaWDyAtyzf5Fsbu2ekh7Unj2ensBLETTgxW9avqFPu3HN4ygjQtHwfpQ7pDumrQ7eTyDUE6IE0tP98Sd+LayfrWavDYCd8SLv/Z6Q7yNAggDfkWGSSdGLLzxs7TwELa2AmwM/JNBUlVFefbv8WRxpHGzNfSAC0fli/ELrccgxRoEL4FPPGe2KzKDtIo9p0YnRgnFnUiGST5Fg7ykcZxuWrQ+vaQJqpK8k35NsQOpeGys8au+takAcsX2AlC+gAAWx4TO4k9Wx4H6e3Ed8Ky0wHgFPu+Jf8/LT9BGtnpG8Tnu1bVFPsZJAwyfCtHI/IN9O2l4cbuzPey8/rW7cRW1ZAGbzlUVcpXDDJC+oTUQ7rApaXBFPvYKUdDOjEgDZjvkeYO8tIAfAtc/tnpIe24/Ir9OhFOLPIttxzZ6Z+4KLZC2r4FNCi3PG85QRrSAMbuzNe53JjvnvjsBNIAsvNC+mgQ2CneMuwkYgfT4H7LY8e/xavqLR+JPXVCGSRw+TXoIe2y88z35vu4/IT0VvVC+or9JxbyLRkkYgcU21a157vG7r4lo0EFSQwyYgcH6eDS08BQzAfpSANvGbccDBKxE6oqqioMEmrw9M0vv/TN7eTm+6MhWz6jQcQuvgWy0xW7mM/G7uwEgxRvGUcj2ClvGYT0d+K/5e3kkeYv34vdQvrELvJNvUWQJub7cNl+y5HG08Bd3vINIC11Qm85+Rae+Mbuq+oB4ITUVtU16IMUgjQ0KKMhtxwgDbj8DtJqsJ+4Y+cTG/k2M0hbPp0Yiv134ou9L7+e2BT7GSSQJm8ZVRW3HC0fAABJ4/TNAcBw2fr27ASQJnVCBUktPwYJ2smsqp+4Qtqy8wwSYieQJgwyxC5iByHtXd6e2L/lG+QB4BT7YiejQfk27CRIA+DSi725vHfC2ektH49GW151QuwEAeDn2y/fVtXM16XhPPHLF7AzDDIgLf8fGgT07drJ2qm5vIT0YidbPr1FsDNODCHtzNelwQfJ7eQaBBkkdSJVFZ0Y7CRbHub759svv/u2FNuqChkkyzdBOgYpnRj07dPAcbnM13D5BgkTG74lLR+jIUEaQvpj5/rWDtI16DzxKPbEDgwy/z++JXwLIe01yDXIi92r6pYPTiywMxM7nRgb5FDMudzg8uDynvjm+8z3qgpiJ6oqfCv5FmrwpeGsyrm8QtqDFEE6gjS+JSANfeu/5X3rv+XG7nD5SAPRIKMh2AmkAQYJNAj07efb4NLg0ij2RyNoMDox7CQgDZAG9O0HyUnDXd4AAPINQRqJHScWyxf5Fub7v+XM17LTVvWqCjQIgxQZJJAmBgmY76XhKNZj54r9AAB8C8sXExuWL0cjzPfn25jPVtWL3bLzlg9BGiAtsDODFOb7fesB4ODyIe3n2zXoBgkGKdgpGST5FrLzG+QB4PTN+tYO8gwSdULrRLccFPtP7KvqL99d3pHmkea+Bb4lGSQtH4MU7ARiBw7yUMx3whTbYgdbHnwr8i0nFt8SfAsb5MbOrMqe2KoKviWjIUEayxf5FgAAfesv35jPSeN2AuwExA6JHXUi8i3LFwfp2slQzKvqFPvyDeUbgxQtHxkkSAMb5PrWQtr69pAG0gAaBCcWNChBGkgDxu6e2GPn0gC4/Mz30gDEDpAmdSJc/r/lxu4u//r2avDG7n3rqgp8Kxkk2AmE9KvqcPlIA2rwkeZC+t8SsRODFKoKzPfm+xoEnvhj50njxu4gDXUiaBAu/3wLaBC4/Jjvv+WL3YT0lg+xE9gJpAFc/tgJDBLm+6vqcPm+BUL6KPbM93D58g23HGgQVvVJ4xvkLv+dGAYJcPlIA3wL2AnsBOb79O3g8nD59O016Pr2lg8MMqNBExtq8AHgSeN964T0iv1q8A7yNAjfEt8SOhFiB3wLBgk16CjWSeN2AnUili9iJwAAL9/n21bVd+IU+wYJRyPyLW8ZIA2QBqQB5vsO8mPnIs3aydnp0gBvGbAzxC7ELkcj+vZw2cbOVtWy82gQkCbsJPINSANJ42rQnthJ46oKBikZJLcc3xI0CKoKpAFw+V3erMpw2V3ehPS3HPItR0NHQ5YP2elq0JHGQtrg8pYP3xKqCp0Y2Ame+J74mO8AAMQOuPwo9nD5pAFBGtEgiR0U+yjWhNR+yyjWFPvfEhM7DFKwM4MUPPGE1HDZSeP07e3kL9/M96QByxdBOm85gjSdGC/fL79DuszXJxZBOtFAaBA80cbOPNFP7IMUnRgTG1UV0gDyDRMbtxzLF4r9SeOyswGgrMqE9OUb0UDrRHxL5TvYCUnjNch3wp7YnvjfEnYCT+waBPINlg+xE+b7zPdC+qvqKPZoEL4lbzneMvIN2smFlFCsatBW9VsefCu9Rd5SJjb5FmrwatBq0J7YSePM12rQAADsJII05Tv/HwYJ+vay04TUNegaBL4lTizYKS7/VtW53Ivd+tZJ44T0txz/PwwyNChVFYr9cPmy82PnL7/Gri/fNAj/H504JjYmNjQoPPF+y4u9UMy4/GInJjY6ESHtzPcU+zzx9O3Z6aQB5RuxEwwSNAhC+k4MLR+xExvkKLbayWPn5vvlGzQo+TZBOicWzPcB4NrJd+K+BfkWiv1d3lb1vgWQBgwS3xInFp0YKPZj5+3kkeaWDyY2bzk0CDXIB8nM14vdXP4nFiY2dUJvGYr92emL3Z74JxYMEmPnAcAU27j8TgyjIb4lli++JTzxXd6e2FbVuPyQJiY2DBIB4C/fY+cb5LLz7AT/H/ItxA5C+lb1cPn5FgYp5Rt34gip4LJC2i7/BikTO6NBtzx8CwHgmM81yE/sQRpiJ3wLG+Rj5w7yKPZ2AqoKDBJVFVz+PPGe+NIARyOJPdgpxu7GriKtkca/5fINBinRQNhJ0SD69hvk+taY78QOxA7G7uDSd+JC+r4F+RbRIP8fExvm+6Xh59t34icW0UDLN0gDfsusyp7YL9/G7nYC0SD5NiAttxw0CNnpKPY6EZAG0+ABwGrQIe0AAOUbli8TO1Q1BglJ4+DSrMpq8OwksDNVFTXopeF34ufbPPGWD2InIC3YCbLzmO+Y7ycWyzc0KLLzi737tjXIcNmQBoI03lLeUlseT+yy0+3E2emJHdEg0gCe2OfbY+f07fIN2CnLN5Yv0gC53J7YzNcaBPk2yzdVFdPgmM8izb/FL9++BcQufEuwMycWdgKR5rLzIA3YCSj2DtKYz3DZL98AAGIn2EkMUrcc2emYzxW7Neh1IlQ1dSKy86XhQtrg0tnpqgpiJ2gwTgwO8mrwDvJvGdFA+TZiB+3E2qk8sXfCzPfELrBTglRHI0L6B+kU24T0+RZVFSj2UMzayRvkQvqjIVs+Wz7sJJHmd8KsyhvktxzyTdhJbxn61ue7kcZq0JjvDBJ8KyAtTgzm+74FvgVvGU4syxe/5VCs2qlQzDzxRyOqSrBTWz4aBFbVUMysyqvqWx6qKrET2emL3TzxzPfsBDoRsRMGCTXoi9369uwE7CTYSRM72Amsysaun7gHybLzqirYSWFHbxng8qvq59tq8MsXtxxc/jzRNcjt5NIAdSLRQP8/Wx4B4M23Y8dd3iAN60QzSBkk2ek80VbV+tYh7SAN/x8tH9IAq+rM97j8VRWJPYI0pAHTwJKmAcCl4VUVR0PeUutE7AQ80drJG8Tt5BMbBilvGVb1Ie3M9574Tgz/H4kdBgn61nfCKNbt5FseLV+9ZYI00+BQrKWh2qkB4Ikdj0aCVNgp7ARW9efbT+yWD/INhPSsyiLN4PI0CJYvfEtHQ1sexs4vnwip57u+BRJb+HZuWQYJstNdvmqwmM+e+FUVBikGCYT0SAPSAIkdo0H5NtIA9K2zk+e7xu7ELt5SfEveMuDyXb6lwRvE9O00KG85TiwaBPr2AACkAWIHuPxJ47ncfsuYz0L6sROJPWFniV2JHazKkqbgsvTNDvKxExkk8i1vGdIAuPzG7oT0IA1oECj2DtL61hT7oyFvOd4y+RZw+WrQsrOlwXDZTgwgTXViJjZq8A7SVtXZ6XYCvgUAAOb7B+nT4J74NAg0KMROvUUGCc23n5jGrr/ldSIZRL1FaDDSAOfbAeAv3zzxgxS3HEgDntgo1sz3Wx6dOAwygxSY70nD9K3txJHm/x/RYAxyo0FP7LKzZKfnu5HmTgzRIDQoVRWkAXwLqgryDdEgbxl34tOgn5hQzBMbbllhZwVJsROy05KmDrI80Yr9sDNbPtEgLv+E9OwEsROqCjXokcbayQHgnvjlG9gpxC63PHwrvgXM1yi2n7g80fr2/x9UNS0/qirSAO3k9M253L4F8g2e+HfifeuWD/ItQTpOLL4F7eQHyTyxAcBC2vIN3lKPZnxLlg/T4GPH57uYz8bu7ASJHRkkVRXEDor9AAD5FiANSeMVu9PAv+U6EeU7IE11QqoqQvpJw36rG6S/xZYP/z/rRKoqbxnYCRT7KPb07XfiXd7n2/rWzPdBGrc85Vt1QkgDi725nNqp+tZoEN4y/z/rRCAtnviL3ZjP4NJW9eb7xu5967j8Wx4mNv8/fCsAALncubwbpBW7keajIb1llm9bPvr2d8I8saXB7eSkAQwSRyN1IiANNAjsBAYJVRV2AlbVDrIVuzXoviVAWhJbVDUGCeDSSaN3onfCLv9HQ8pXEzuqCk/sd+I88RoEcPkb5Enj2enG7kgDExtvOdhJfCsh7TyxG6SlwVz+QTozSAwybxlIAwHg9M0izXfiqgq3HJYP+vb69jQIGSTLN3UiPPGsyl2+ScPt5DQITiwmViBNOhFq0J+4UMyY77ETLR86EXwLSANW9Vz+Lv+4/HwLkAb07VDM9M1C+sQuDFJ1Qt8ShPSE1Dyxubye2GIH5Tu9Rd4y0gCl4e3k4PIgDUgDd+IH6Sj2+vbyDScW/x/yLVUV9O0Vu8auntjEDo9GYUdHIwwSKPZq0ITUntgb5HYCDBK3HHwL0gDEDrcckCZiB7ncntjM11DM2enEDmgw8k23PFUVudyys/u2i91VFTQoiR3RIOUbXP7g8sbumO+kAXD5fevn26XhNAhUNYJUiT12AufbAcDaqRvEDvLRIHxLIE1OLODymM9w2cz3gxTsBHfiB+lC+tIAbxmQJhkkiR24/ELasrNqsAHg7CRHY25ZLR/M94TUn7gizdnpkAZiJ5YvoyGK/b/lIe0aBC0fOhE16NPgXd5C2gAA5RvELls+TizsBAfJZKe5vCj2yzfYSaoqlg+Y7zXIhNTg8pYP2Cn/HxoEFNsizU/stxyjQWgwiv3T4DzRd8Iv39gJTiy9RZ04OhH61nG5atCkASAtRyO4/DzxPPFj5+b7OhGdGOwk3xKE9PTNpcFJ48sX60RvOZAGfet34p7YPPGQBvINnRggDaQBIe1J4574gxTELkEaY+dC2pHmfes0CMsX+Rb/H2gQiv2L3X7LpeGK/aMhkCZODHwL8g3m+y7/FPtq8EL6cPnM92Pn59vM94kdWz4MMtIAPPHZ6eDSL99w+WgQxC7yLVseDvKsymrQIe3fElUVcPkAAIMUOhGdGPkWNAgaBCHtKNa5vOe7fesZJFRVOlH5FkL6svNJ4+3kY+fG7iAN/x+jIRoEv+UH6fr2Tgy+Be3kY+fSACANdSKqKqMh5RtIA0njQ7qsqpjPkAb/P6pKkCaWD5AGavDZ6dnpkebM9zQI2AlW9TXoXP7lG94ytxzZ6RTbNeg16EL6yxfsJJYvNCgaBMbOxq5dvmrwqireMrETfAvlG8sXIA12AvTt9O2Y76XhUMx+y2rwfCvRYG5Z5Rt968zXatAU28z3qgpbHpAmDBLZ6VDMhNRw+UcjdSLSAODypAHEDv8fIC2JHWIHIe3ayTaoNqhq0AwS+FZHYxM7QRrYCeDyG+Tt5NPgT+y4/BT7mO8O8kgDnRiWLxMbq+oo1r/luPxvGWgwfCvsJFUVavDtxAipmK/g0joRnTgTO4k9EzvsJDQINehQzITUv+VP7AfpG+Qo9gwSEztOTAYppAGL3V2+2slq8LETEzszSMQuFPsbxGqwcbmR5hMbGSRiJxkk3xInFssXvgUu/w7yXd4izaXBQtqK/TQoqkpbPtgpqgrM1yLNQtq/5b4FdSIZJMsXcPlq8E/sT+xC+rLzLv86EQYJJxZbHpYPxA4GCbLzudy/xWrQIe2qCiAt2CkGKXUipAGe+ODySeP07RT7iv1C+n3rVvWQBrETLR8gDUgDLv+R5oT0NAjYCUEaQRogDcz3zNdq0LncPPGxEycWWx4GKToRxA5ODLLzsvPg8mrwavAv3wfp+vbsBEcjkCY0KKMhhPQH6WPni92e+EEaBim3HCHtstNq0IvdNAgTGwYpviWe+Cj22AlODC0fdSLYCV3e2qlkp7LTxA4ZRAVJiT11ItnpcNlP7GrwAADfErET7AQB4J7Y2ekAAIkdgxRiBxoE9O1C+uUbLR8ZJL4llg8h7fu2wKU1yMz3TizLN7AzkCbSAOb7qgrm+/r2cPko9rLz59uL3Vb1lg98KxkkgxQ0CBvkNehIA74F+RYZJBMbAAA80Yu9mM/07csXWx7/H6MhqgqWD+UbvgUU+xT7PPF34knD2skh7d8SEzu3PMQunRh962Pn4PI16IT0IA3lG4MU2emE1EnjKPY6EQwS8g3yDRT7TgyQJicWYgcGCQAANejtxC+/udxC+v8fxC5oME4sNAgaBPINxu534iHthPS4/E/sv+XM9xoEbxnRIEEaJxae+Dzx5vvG7lz+LR80KPkWkeYbxO3ENcj07W8ZDDL/Py0fyxe3HHD5T+xC+gAAsvPayS+/0+Bc/hkknThBOiAtcPkb5DzxpeEh7fIN7CTsJHD5Qtpw2QHg+vYGCcsXoyFiB5AGJxaqCk4MtxxvGQAAv8V3ola1i92DFNFAOlEZRMsXcPlW9S/fi92e+BoEvgXG7l3eB+lw+csXfCvYKW8ZDvKl4WrwmO8AANgpaDCJHX3rXb4BwCLNmO+DFPItyzctHzoR3xIU+1b1fAvsBMbuNcj7tszXiv0ZJP8//z/YKXYCxu6r6uDSL9+qChMbnRi4/Bvk9O3g8ub7YgcGCRoEQvrSAIMUNAhiBxkkGSSWD13ezbfTwFbViv2+JbAzOjGxE74FSANj59PgXP6+BVz+9O0B4Pr2vgWDFAYpYicMEk/scNmL3frW2ek0KKNByzeWDwHgnthq0HDZcPmDFNEgsRPYCcQOFPvg8icW/x9ODKXhAcCy05HmkAZoMHVCWz6JHcz359sotrKzavB1IkE6YifsBKQBQvqe+Ir9QvpW9b/lIe1IAy7/fAv5Ni0/Tixw+XfCcblDumrQAAB8KwVJ0UCWL/kWFNulwZ7YhPRiB1z+4PIGCbETbxl1Ip0YpAH61l2+2sk80Vz+BUl7azNofCvn23G5kqb0rULakAYgLWInExu3HAYJSAOJHS0fGgRW1ayqpcFj5+UbIE1oUJ04zPelwVa1mK+y02InblluWSAtPPEb5NPg0+Dg8lb1Ie3n28zXiv1vGcs3W14mVjQoL98Vm7mcFbtj5y0fiT3RQHUiiv2E9NPgi91iB1UVxA7M9wHgKPYGCQwS/x9vGaQBudyRxp7Yv+XSAII0xE4zSBMb59vaye3EIs2y88QOnRhiB7j82Ak0CGgQaDA6MbETudzApTyx4NLm+1Q1DFJhR2gQG+QB4J7YL99iB7ccbxlc/l3exu4aBIMURyNvGS7/stNdvijW9O1oECBNt1wFSU4MAcDGrmqwScNW9Ucj5TvELm8ZnRjSAGrw7ATSALLzVtVWtVbVnvj/H/JNDFJvOZ74L78Vu5ivxs7lG3VCxE7eMlz+2eng0gfJY+dc/tgJVvUh7WgQ+RZvGW85gjSJHe3kL58BoOCyAeB8K7dcqWpvORT7d+JdvoS0d+K+BRkkiR3M94r9SAN8CxkkiR0GCYTUarAbxHDZYgeWTx9tW14tH5HGG6SLnZ+4QvreMo9GNCjYCZYPvgUo9r4FFPt96zzRVrUU22gQEztbXkBaqiov30mjkqYVuy/fiR1BOr1FbznEDhT7keb61knjavAO8qXhB+nLF/k2bzn5NmgQkeaRxn6r08BJ42IHVDWcWE5MgxSR5l3ezNco1tPgT+ykAScW+RZBGrcc3xKxE8QOT+xWtayqKNbsBFQ1sFPETjox0gBdvneiUKxq0GgQqkqWT7cccPn69i7/SANiB1b1AeBq0GPHY+dvGS0/+FbeUuUbpcGYj6WhVtWxE3VCfEtvOYkdPPEU23DZKNZ96+wEIA24/Cj22AktH9gp8i3LF8buxs5WtRvEavBVFaNBW17RQIT0ubznuxTbcPk6EbETfAsgDQAA7ASdGIMUlg92AvrW4LJJwwAAnTgZRN4yxA5W9Wrwd+IB4JHmSeMo9kEa2Cl1IpYPSAOe+PTtkea53AfpAADsBCANDBITG94yaDAAANrJPLGRxgfp2AliJ5Yv8i0ZJJAGq+pW1WPHpeFIA4MUaBAGCd8SOhHYCXwL5vuY70/sKNZw2SHtIA2JPQxSJjae+CLNNcgO0i/fAAA6EXUili/5FpAGzPfZ6Z740gDM99PgL9/m+1UVkCawM74laBC4/NrJ+7a/xaXhLR8FSb1FdSKK/SHtkeZJ4+DyhPTM9wYJ5vsu/zoRyxdiJ2InAAAizWqwpcGr6kEavUXYSW85iR1J4y+/v8X61or9iR0TGzQIFPs0CFUVJxaDFLj8T+yR5qzKUMye+KMhR0NOTL4lq+obxC+/VtWK/XUi2CkgLb4lQvoU23DZY+c0CG8ZSAMb5AHguPxHI285li+qCpjvkeYO0lDM7eQGCTox0UDRIGrwi91j55742AmDFOwEcPkAAIT0avC4/AYJ/x+QJpAGVtWLvULafAvLNwVJkCYAAA7yFNvg0tPgPPGxE0cjlg888U/sBgmJHS0fnRgU+9np2elw2e3kLv/yDdgpgjRBGjXoB8me2Lj8ExuQJoMUIA1oEPTtXd6R5oT0sRNbHk4M2emL3eb7nRhiJ+wkSANW9cz3i90o1pHmuPxHI+U7li9IA9Pg2enm+wYJBgng8lb1SANq8GrwkAYMEnUidSLEDmPnY8f61i7/kCYmNhkkbxmWD0LaubysyhvksRPeMvk2/x+K/eb7BgkMEtgJG+QO0ufbDtJ34sQO8i18SwVJdSL07UnDY8eR5pYP2Cn/H+Ub3xIB4GPHcNn07QwSRyP5FgAAPPHYCQYp5TtOLODymM8bxFCsL7+e+Awyo2GjYfk2DvJdvhvEY+doEHUiYge4/AAA2en07WIHDBKJHW8ZSAOl4Q7Sq+oMEnVCVFV8K4r9cNnupC+f2skU+0E6o2ESW3wrDvLn20nj5vvyDfr2d+KL3QfJ0+AtH2FHylfrRGgQatB+q+e7T+zYKU5MOjGWD574fssvvxTbzPdBGmgwNCjYCfr2YgeQJm85RyNd3mqw9K1QrLLTJxZ1Qutk62TlOy7/xs5jx0LacPnYCYT0avDSALj8NAhBGvINBgnSACj2T+x969gJIC18S+tESAPGznG5kqZDumPn2AlvOcpXDFKWL0gDhPSY7zzxfeusytrJB+kO8nwLTiwgLQwy7CRiB0nj7cTg0nD5NChHQ0cjkAYu/8zXG8QizXDZ7AR8K1Q1qioMEt8SnRi3HJYPKNZDugfJxs4H6VUVBimPRiBNxC4U+5HGG8QB4HwL2Ck6EXYC8g1C+jzxKPbG7hT7qgrEDjQIQvq+BZ0Y8i2WL7j8cNn61jXIhNQo9tgJTix1Qm85bxmr6qXhDvJ8CycWPPG53H3rIe0o9mgQyxfsJDQoOhEh7ZjP0+A0CDoxtzyxEzzx2enM15jPG+TM91UV3jLeMt8SmO/07TQITizYKfTtScNQzELamO9oEBkkDDJUNVsePPGYz1bVnvhiJ7AzxA5962PnSeNJ41b1dgIgDW8ZJxakAbLz5vsTG7c8+TZw+XfCzbeLvSjWNAgGKZ04/z8GKVz+0+Dn22rwExuQJi7/AeC/5SHthPRiB6oKNAjEDtgJAAAU+74F+RbELjox7AQU2+DSDtL61qvq+vbEDgwyLT8MMmgQsvNP7J74NAie+JHmxu4H6b/l0gCWD9EgDDLsJDQI7eT61pHmIA2dOGgwIA3g8vTNL78o1qvqqgpoMBM73jJvGdIAcPlc/nwLcPkU2yjWIs0B4MQOLR98K/k2NCgMEsz3peG/5Q7yTgzyDYr9GgTg8n3rAAD69ij2YgdODJ0YyxffEvkWaBCDFFz+i93T4A7S4NKy80L6sRP5Nss38i06EZ74DvIh7UL6svNJ41b1avBW9ToR2AmWDy0f3xK+BeDyxu52AjoRBinlGy7/nvgU28bOpeGL3U/ssRNOLNFA+TYTG5AGPPFw+YT0Y+eY77ncFNv69nD52AmWL6NBQTrYCczXG8Tg0sQODDKWL3Ui7eSlwSjWL98AAGIn8i1bHkL6feuK/ScWsDNOLJAGv+XGru6kzNeK/eUbnTijQUE63xKY733rDvLYCZAGmO816DzRKNa+BeUbNCjeMr4lfAsv3wfJpeFiB8s35TsTGwAADtLnu8zXG+Q88bET2CkmNqMhkAY0CNgJ+RaWD8bu+tZqsPu2KPb5FtgpLT9bPjoxuPw80WrQd+KqClseVRV8C6vqudye+Ob7cPmQBgwSlg8o9jXo0gC3HOU7tzz5FrLzi730rTzRd+JC+uwkLT/rRC0fKPaY7yj2GgQU+wfpT+xJ48buQRoTGwwStxzlG04M7eTayYvd5vsZJJ04YiffEqvqudyy85Hm59uE9PINYie3HL4FxA4MEvkWOhGe+GPnY8c1yEL6BgnyDToxLT9BOiANKNYizcbOY+c0CMsX0SBODFz+DBK4/JHmXP5iB04M+vYv37LzTgzYKeU78i2DFHDZsrNjx2PHstNoEOtE/1+jQaoKKPZJ413ed+Jj5/r24PL69rcctxzEDm8ZtxxODBTbPLHTwMbuBinETjpR0UBODLncrMo8sSKt0+BvGSY2li9VFVUVyxcnFmgQuPzt5GPHNcg88aQBTgzeMjNI3jIAABvE+7Z+y+DyGSSdOIk90SAaBKQBB+l+y+fbhPRc/sz3keZc/lsetzw6UeU7lg/61uCyi71Jw8zXbxkZRDNI2CkU+wfpT+xq8Lj8uPye+Cj2XP5BGoMUFPvEDkEaYgdj52PHhNTG7vINgjRHQyY2gxTg8pHmrMpDunfixA51IuUbvgU0CCcWnRi3HN8SQvq53KzKAeAB4GPn0SDYSfJNTiyy83DZmM9q0CHtBgm3HNEgnRgnFp74udzM94MUOhE88azKstOy80EavUVoUOU7Bgn61knDZKfupGPnaDD4VvJN7CSxEy7/v+VJ43fiXd7n2zXoaBBvGd8SIC35NkcjcPkHyRvE9M0v39gJ2Cn/P504LR/yDSjWNqhJw33rDBJbHpYPQRpbHicWnRixE+wE7eTTwC+/AcAo1pAm62RocGFHzPfayQ6y4LIU20gDoyGQJlseLR9iB0/s0gA6EWIHq+rnu+3EB+loENhJdWImVm8ZDtJqsM2X7qSE9NFAiV3YSYMUVvV966XhDvK4/Ob7v+WE1JjvBgmJHdhJ+Fb5Nij2Nqg8kX6rnti3HJZPQFrrRPkW+vY80fu2ntgu/3wLGgTG7rj8txwgLcs3NChc/qzK7qSys1bVQvrlO+tkLV+wM0/s08Aotg6yntjYCb4lfCu3HC0fIA1W9RoEfAso9vrW+7btxFb1/x/ETr1l2EnYCS+/d6KloXG57ARHQ/hWdULfEsz3xu653EnjKPbm+1b1NejM9zQIsRPlO6pKYier6jaocZm5vGrwJjZ1Yi1fDDKy8+DSL7+fuBvk8g3RIHUiGgTSAE4MkAaDFJ0YfAtP7FDM+tbT4JjvBiloUGFH0SC53BW7VrXTwEL6li+PRoI0qgpc/iHtcNme+CANIA0u/57YQtpq8OwEaDBHQ0E62An0zV2+Q7pJw74FvUVuWUdD5vuy09PAv8UO8gwSYidvGSj2VvVW9Sj2txw6MdgppAFdvn6rXb416II0ElucWEcjL9+Yz3fCd8Jq8Lccli/sJHD5xu5C+qQByxflGzQId+K5vFbVFPtoEPk2GUSCNJYPVtW5vBW7Ncgo9jQo60S3PJ0YNAiy87ncG+TG7mrw4PLG7qQB5RvRIL4lRyP5Fij2Y8fnu5HGv+X5Fp04BUlvOYMUKPbT4AHA57sv3/INfCsGKXUiOhEu/5AG7ATg8vrWAcB+y7LznRhBOvhWxE63HHDZDrLGrmPHnvh1IrAzNCggDWIHTgwAAJjvhPQo9knjKNZJ45AGkCbRQP8/5Rtj5xW7VrXg0ij25RujQXxLTiz69uDS2smE1IT08g3fEnYChPQAAPkW5RsMErETNAir6sbOrMob5JAGqipvOTQoAAD61ijWDvLSAHYClg+DFHwL5vuy8xT7XP6+BS7/avB962rwYgejIfkWpAGkAWIHfAsAANnppeEU2zzxxA6JHUcjsRMu/+Dy0+Ah7ZYPWx4TGxT70+Av333r2AnRICcWYgdw+Vb1QvqY77LzqgrlG6Mh2AmE9GPnAeCE9JAGxA6WD3wLdgIo9tnp+vY6EUcj5Rv69lbVPNGR5sQOfCuWL3UikAZW9RvkhNRC2nD5yxdiJ/kWcPnZ6avqvgXLF98SkAY88X3rxu6y89gJviUgLVse4PI1yAHA4NKkAaoqbzn5NuUbAAA88S/f59vZ6Zjviv1c/ij2pAHyDb4lqiotH04MT+wU20LaG+Qu/3UixC5HI3YCFNsizfrWxu4GCUEaqip1IicWTgwu/3D5VvUO8tnpudxW1e3kfAveMv8/JjblG1b1udyy0+DSB+kGCXUiNCj5FnD5NehP7Ir9vgUGCb4FcPlc/tgJVRXlG/kWGgSY70La7cSYz4T0txzeMp04VDW3HNIAY+cO0rLTG+Qo9kgDGgTm+2IHdSIMMtgp8g2E9OfbzNcv3wfpfAsGKdgpnRie+HDZPNEb5AAAgxSjIZAmGSTsJMsXxu6y0w7SFNvZ6ZHmG+RC+lseo0FOTGFHTiwO8lDMi71DuijWiv1bHoI0LR8AAGrwsvMAABT7XP7YCQYJyxdHI4MUIA0AAAfp59uRxrm8DtKK/bAzaFBuWfJNQRoO8lbVn7gBwMzXhPQ6EWgQfAuDFC0f0SBODAAAQvq/5e3k+vbSAG8ZTiw0KG8ZG+TgsiKtPNEGCdgpGUR8S3wrOhG4/Enj0+Bj5zXoDvI16C/fQvp1InVCbzkZJGIHQtp+y0LakeYaBHUi8i1OLGIHFNvg0r/luPzsBE4MnRgGCSANnRjEDiAN5vsH6ZHmntiE1CHtgxSWL5YvfCstH+b7B+kH6dPg9O1w+QAAxA52Alb1FPsgDcsXqgpiB5AGPPHg8qQBdgKWDycWOhEGCWPn7cTayQ7y5RvyLW85Tiy4/DXo9O0O8nYCvgVw+Sj2q+ov35jvyxeCNE4stxzsBOfbntgh7UL6DBKJHYMUTgyy83DZnthq8E4MDBKdGJ0YGgTsBIMUaBDYCVz+d+KL3XDZQtqy8/kW3jIMMuwkOhFP7DXoVvWY71b1uPwAADoRxA7M95jvVvUu/3D5AABoECAN5RuQJmgQSAMo9jXoPPHZ6ULai9088bETkCYMMpYvIA12AqQBNeh34pHmxu7EDsQOVvVq8Ob7DBL5FlUVOhFW9Vb12AnsBNgJ2Alc/r4FQvr61sbOSeO+BUEaNCgMMhMbsRPfElb1Y+fT4F3ehPRc/mrwsvOQBv8f0SBBGicWcPlW9Yr9PPEo9rj8AAAMEjoRmO+e2NPgQvqQBrET7CQnFoMUnRjSACj2PPGR5g7yKPYb5AHgVvUnFtEg7CTsJKoKGgRiBzzxd+Iv3xvkdgKxE5AGQvpc/iANIA2qCjQIzPdc/gwSIA2kAVz+Qvq+BRoEAeB+ywHgpAFoEP8f2ClbHlse0SAGCU/scNlq0C/fhPRq8ODy3xIgLQYpQRq+Bcbu4PJ2Alz++vZW9cz37ATyDRT7B+n69uwE5vv69p74dgJ1Iok9DDIgDWPnUMzGzrnccNkB4JAGRyO+JUcjoyHLF1UVDBJW9ZjP08A80UL6oyFBGnYCSAM0CJAGkAbSAPr2iv00CAYJvgViB04MOhHYCaXhQ7pdvpHmDBIMMi0/BimxE04Miv0O8n3rpeEH6Q7y7eR34p74txy3PC0/2ClW9Q7ShNT61uDylg/5Fi0fyxcU+5HmL99P7KQBIA3fEuwEFPt8C9gJlg+dGGIHAACy81bVUMxd3nD5iR3ELlQ17CSqCtIAd+Jq0CjWAeAaBP8f+RZODOwEBgmDFE4MBgko9u3ksvPZ6X3r7AQ6EU4sOjHYCe3kfsvGzvTtvgVbHnUi5RsZJPINVvV96xTbfesU+yHtxu4U+/INYidOLE4sOhE88dnpUMy/xS/fVvWQJnVCfCsgDcbuAeCr6uDyAADm+7LzvgXsBDoRfCvsJEcjdgJdvoudwKUv304sElthZwwyavC/5frWcNnG7k/sLv9iB+b72AknFnUiviWWD+DyXb7aqZ7YvgVOLBlEo0ETO0EaXd5DuvStL7+r6ssX+Tb/H0gDVRVBGiANGgRP7JHmNeie2HfidgJbHp04EztbHqXhmK9Jw3finvidGJAmbzmJPZ0YsvNw2SLNudyY73D5v+W53JYP+TYtP+U7txx2AgfpXb5DuiLNmO+3HMs3iT1VFX3r+vYo9mPnNegH6UgD+RbEDsQO2AmQBpYPxA52AuDSzbcU2+b7xA5iJzoxEzs6MXD5DtLnuy+/G+Q0CKMh3xKkAeUboyGWD3YCIe088WrwFNtC2hvk+vZ1IhlEGUSdGL/lv+Uv3/TN59vZ6d8SnTh8K50YLv934n3rXP4AABvkUMw88YMULR/eMmgwNCixE/rWsrNkp2qwKPZBOrdcfEudGPINcPlW1ZjPatCr6tIAzPd2ApYPsRNoMC0/viXt5AipFbso1jXolg86Md5SOlGDFKXhi71kpzXIuPy+JeUbSANVFewkyxdoEBoEpAEO8tPADrIbxCHtOjFHYzNoOjGR5lDMi72fuJjPVvUGKb1F8i3EDnD52enm+3wLXP6e2Iu959tIA0EaVDVHQ6NBRyO53Nqpi53gsij2bzkMUp04aBAGCVz+0+BW1bLTNeh2AhT7FPtODEEa5TszSL4lkeZQrNqpL7/M1xoEVDXlW6NhBikh7e3EUKxQzLj8xA6+Bbj8nRggLXUiOhEU+6vqpeGsyr/FVtXG7joxM2jrZGgwfetjx1a1UKwbxGrw2CkgTbc8txykAUnjfetIA574udysynfiAADfEk4s/z/RQL4lQtpJo1eVkqay86pK12loUC0fLv/T4Lm8ubxC2jQI7CSDFC7/5vv69icWVDViJ7Lzi70otjXI0+A6EY9G62RAWjoRUMySpimWv8UgDQwygjT/H/kWaBDG7hvkfesu/zoRzPft5L/lkeaqCkE6LT8ZJCHt9M3nu/StDtIgDY9GR2MTO74FL98Vu8bOzPdODE4MKPZw+dIA+vYaBOUbDDK+JavqL7/Nt9PAuPy9RW5Z/z9c/hTb2sn7tiLN5vvYKRM7iR0u/2rwv+UaBAYp7CS4/HfCKLY80U/s5RuPRvhWo0Eo9nG5rKqYr7/lfCuPRoI0dgIh7Tzxq+pC+mIHfAsu/3DZPNGY79gJli9oULc8NAgbxGSnarCRxor93jIMUsROWx5P7BTb2sme2AAAYgcAAKvqsvOWD8sXLR++Jf8fdgLayTaoKLYo1vkWt1zXaS0/nvisyi+/n7iy01z+kCZUNRMbdgIAALLziv35FgYJv+VdvhW7SeMgDZ04blk6UQYp59tkpzaohLQ16DoxaFB1QlUVavC/5Z7Y0+CK/QYJfAuY70njcPnSAFse0UA6MaQBNchQrOe7zNcMEmFHiV0zSC7/7cRxuXG559udGMQuBinsBODysvNP7AAAJxZHIycWL9+/xfTNcNmqCmFHaFCWLzXopcHTwAfJsvOJHbc8iT00CHfiQtrayavqoyHELuUbB+lW1dPgfes6EZYvyzcGKdnpi72lwbm89O1UNd5SR0Nc/rLTatA80Vb10SD5NgwysvORxqzKatCK/Vs+2EkgLWPnubxJwyjWfAvlO49GDDKY79PAB8kO0p74IC0TO28ZXd6sygfpSAPRIJYvRyN8CyLNDrJq0E/snRgFScROviW/5WPHstPn27LzTgxVFUcjNAgh7eDyY+fm+0cjBik0CJjPd8Lt5CANYiewMzQoOhHT4Lm8B8l+y4T0+TZuWb1FYgeL3czXSeNP7Fb1VvUU+2rwY+eK/TQI/x8zSDNIDBLtxC+fFbsO8mInvUWJPW8Z7eQotkO67cQh7fk2ylctP5AGv+Vj59IA2AliB5747eSsyou9G+RiB94yR2NHY5AmstNJowip4NKQBiAtbzkGKXYCi91w2ULafev/H2gwExs88S/fPPEgDWIn2CmDFCHtL7/upNPANegtH49mEnt8S1b1+7Y8sZjP4PJ8C2IHdgL69vTtYgdvGRkk3jK3HCHt7cSlwdnp3xKqKgYpsRO4/O3kfsvGzhTbzPdOLOtEj0Z8K2IHavCL3VbVstMU22Pnxu6r6lz+gxTlOzNoblnlG8bOSaNQrMbOcPmJHWIn2CnLF5jvi930zYvdDBLyLaoqDBIaBGIHBgmqCgAAB+lC2pHG4LL0zcz3DDKwc/h2M0iK/WPHzbddvvrW9O2K/fINDBK+BaoKYgeqCqMhnRhc/l3estOR5tgJli/5NqMhiv3GzsClPLEo1iANxE4tX71FJxbg8u3kSeNj5xvkAeAH6TzxavC+BW8ZgjR8S5YvVvVJw823xs5W9UEaaDBoMEcjXP5q0BvErMqr6hkkiT3ELjQIq+rZ6eb7DBKDFEgDavCe2Lm8DtIo9jQot1y3XAYpG+SfuHG5peGqCuUb3xJODPr2i91j51z+JxaWL5AmAAAU2yLNY+f5FlQ12CnsBH3rzNfTwPTN4PKJHetE0UAtH1b1Xd4v3574lg80CGrw7eTZ6b/lzPd8C74lGUTLN+wE9M37tvTN0gDELoI0gxRw+ZHmVtVw2WPnLv8gLfk2QRr69n3rAACdGP8fGgQU237LUMw80UL6nRggLb1FdUJbHhvkAcCRxsbuyxfRIDQIpAGE9HDZNej69gYJ0SD/H/INVvWY73YCQRpOLLET7eQo1iLN2smR5kgD5RvRQBlEkCaE9ELa7eRW9ZAGiv307XD5cPlP7Ob7BgnfEqMhiR0GCZHm+tbG7lUVDDLsJAAA9O0U212+UMz07bETLT/rRDoxGgSl4RvkcPk6EewEG+Rw2Yvdi90AALccIC1bPiAt2Alw2XfC+takATQoviViB8z37eSsyrnczPc6EfItfCtvGbLzpeHM9/kWTiyxExvkmM+/xQHAY+f5Fm85lk+3PPkWpeHtxODSFPstH50YKPZP7GPnQtqy804MdSKCNJAmvgWL3fTN7eRoEPk2OjE0CPTt4NJWtUnDkeaWDxlEaFBvORoEXd7T4C7/oyFVFU/satC/xdPAT+wtH6NBsFNBOnwLmM9WtSLNpAGwM/k2OhFW9S/fUMxd3vr2BgktH1sexA769pjvTgzELtFAiR1C2vu2UKyYr6XhgxSCNCBN0UAZJMz3udyR5kL6fAvm+xTbFNv07eDyOhFbHp0YQRrsBLLzXd6L3QAAviWjQfItVvXM1/TNScMo1n3rQvqJHWgwOjFvGZAGIA0MEgwSmO8bxKXBDtJd3hoELR8GKRM73jJBGjXo7cT0zeDyLR+jIUgDuPyK/WPnIe088bLzqgoMEvINzPdP7OwENChhR1Q1DvIHyUO6KLae2NIA5RtvOcs3dSLm++3kxu5c/t8SkAbn28zX9O1w+bETLR+dGIkdOhFw+VbVNchJ46oKyzdvOcQOzPch7RTb0+CR5qvqBglbHlseGgSy80gDExsMMp0YQtovv+3EmM9W9eUb8i3RQFs+Wx5j57m8L7/T4MQOQRrsBNIABglIA2IHIA2kAS7/nvjZ6frWntgAACY2R2PEThoErMoOsmSnubwH6WgQiT3eUv8/JxYh7UnjT+wAAMz3VtUO0n3rdgJbHvk2aDCjIRoE9M3upKyqd+IgLalqj2aqKkL6i92lwS+/VtXt5Fz+VRXLF/INIA0TG8QuyzfEDiLNPLGlwZ7YLv80KLAzbznYKRoE+tbNt7m8L99BGvk2TizsJNEgTgzM92PnmM/GzhTb2eme+KQBQRqCNCBNGUQ6EZHmrMrGrp+4i90u/04s60S3PP8fIe2YzzXIY+cMEt8SDBKqCsbuDvKQBgwS0SBVFSj2cNnTwMbOhPRHI2FH5TvsJOwEVtUizXDZudwo9k4MOhE6Eb4F8g3LF0EaJxbG7szXKNZ+y5HmTgzLF04sOjFHI8QOfetC2hTbSeOe+Cj2SAPlG2gQbxlBGhT7DvLZ6YvdXd6L3Z74Wx7lO6pK7CRIA6vq57tDun7LudxODMQutzxBOkEaYgdC+n3rY+eYz5jPkebG7oMUli/YKU4soyF2ApHm08BDujzRhPR8K7c8dUJUNbj8Xd6syrKzxs7m+0EaYiffEjQITgz5Fk4sbxlw+TzR55siraXhIA18S9dp3lITG/TNUKyEtITUvgWxE9EgdSK+BSANbxm+Bcz3mO+l4frWv8UU2/INWz7RYOtEExuY72qwNqgHyYvdYgeCNL1FLT+WD2Pnd+Kr6ub72eld3qXhXd40CG85iT2JPU4sdgJw2e6k55vtxFz+QTrYSTNI3jJw+b/lSeNQzODSq+pc/sQOBgnfEmInTix8K+b7PNGLvSKtatBIA+UbtzxUVcROviXM16yqCKlJw/r23xJiJ7AzExuJHYkdavDn24vdG+R96+fbv+VoEAwyVFUZRPkWNeisqn6rIs1d3r4FVDXYSTNInRiE9Nnp+tYB4IvdSePM91b1yxe9RcQugxTsBPTt59u5vOe7v+V8CxM7xE5bPgYpT+z0zQ7ScbnayRT7oyHLN/8f2Al8CwAA7ARc/vTtNejg0jXo8g00CCcW3jKWL/kWcNmysy+/atBIAyAtQTpBOk4MuPwu/0La4NIb5NIAsRPM9yHtGgQ6EXUioyH5FkgDIs2lwV3ev+VIA94yvUWJPQAAB8nTwNrJmO9iB1UV/x+qCjQIgxRIA+b7kAYu/4T0KNZjx+3kGgSqKkE6DDKJHdnpatCy0zXIFNuDFCY2tzzLFw7yDvKY78z3XP6y8w7ypeEO8rETgxRbHt4y2Cl8C1bVCKnNtxTbVRXLN1s+DDIgDUL6PPH0zazKavDYCW8ZBglc/qoKsRP/H0Ea5vsv34u9v8WY79IAWx7rRGFHaDCe+L/F08AHyXfiSANBGgYptxyDFLETmO8B4Pr25vtw+V3ezNe4/J0YDDLLN74lIA3n23fCY8d3wi/fRyMgTQxSNCjg8ovdPNFw2TXozPcgDaoKTgwnFvr2avD5FlseJxbZ6RvExs5j55YPOjGJPU4sAAAB4DzR57s1yEgDqiqJPWInAAC4/LLzPPEU+8z3FPsO8pjv0gCE9Mz3yxf/H3Ui7ATt5E/s7eRj5574xA6QJrccqgoU+4TUxs5w+bETYiffEsbuhPRW9QAAxA5BGp0Ynvgv313efsue2CcW5TsFSf8fB+mL3Z7YkebsBLET5RvsBODyPPG53KvqWx4mNsQuXP4HySLNi90u/5Am3jJoML4F59tC2lDMFNs6EToxEzvfEtPgAeA16Ir9Exv/H98SY+fayYvd2ekGCYk9qkomNub7L79dvsbOT+wTGyAtfCtiB2PnmO+r6pjvVRVbHrETPPE80SHtTgz/H/ItdSLsBITUhLRjx13evgWjQeVbxE5vGfrWY8djx8bO4PJiBwwSdgJC+iANxA46EQYpBimWDwHgsrNjx5jvJxZbPv8/dSK/5Z+457uRxgfpfCtoUIJU2CnG7u3kL98b5J74dgIu/wHgatAO8qoKGSROTAVJYich7Q6yVrX0zZjvdSJvOYk9aBDt5AHgatBC2sQO2CkgLQwSIe1C+ub7GgSxE3wLiv361qXBQtp34hoEBUlhZ/9f0SAizYS0ZKefuIT05RuCNLccNAhVFbj84PLfElseWx7M93fC9M0v34r9aDD/Pzoxxu5dvr/F2sml4QYpyld7a2FHzPf61g6yUKxC2tIAJxbm+zXoGgQgDYkdaFCcWIk9FPvupM2XNqjg0nUifEtoUPkWFNso1pjPG+S3HPk2LT+jIQ7yKPZC+nD5vgVC+rncVrUire3ksRMtP/JtYWcFSToR2sk8sayqQ7qr6lUVkCaxEzQItxz5Fr4F7AS4/J74hPQ16Lj83xITG5Am/x/m+y+/kqY1yPTtsRPRQJZPYUcGKZ7459usyn7LY+diB6oKxu7t5EgDbxmqKuU72CmqCtPgn7ilwdPgvgXLN7BTbzlP7J+4Fbso1qQBOjFbPrAz3xLT4CjWv+Xm+7ET5Rs0CCjWL7+53JAGTix8S49GNCj69i+/+7aYzzzxtxxUNWInDvKsyi/f5vuxE3wr2CmdGBT7KNZC2vr2fAujIdgpNAgHyayqPNE0CJYvvUVvOaMhAAAo1vrW9O1C+pAGNAhW9ULai93yDSY2QTrsJFz+keZ969npVvVIA4r9BgloEKoKVvUb5H3rKPakAfkWWx7sJBkkkAZq8KvqY+cU+xoE4PLn23DZQvoTG3wryzeqKkEaYgfT4PTN9M0v304MNCh1IpAGIe307SHtPPEGCYMUGSSqKvINiv0O8iHtdgJODJ74DtIbxC/fpAHRIHVC0UBUNVseNeiYz5HGNciy80EadSIgDUL6AADSAHYCsRPyDQYJqgo88WrwFPsAAJ0Y/x80CKXhG8T0zQfpfAuwM0E6yzeWL1z+AeD61vrWVvXsBPr22ekH6bj8JxZiJ/k22CmxE0L6Is2lwefbLv+qKkE65RvZ6ZHGrMqr6k4MBikgLTQoRyNC+nfiNejg8nwLsROe+CLNL7/n2yANQToMUls+/x/sBA7SXb7Gzk/s3xKQJt8ST+wU20/sfAvYKQwyVRUAAMz3SeOl4XD5gxQgLdgpuPxJw5ivScMO8uwkdUK3PPItGSQAABvkAeB96wAApAHZ6cbOatCY70EadULETqoqSAPG7oTUDtK/5RoEIC2wM04MVtV3wgHg0gAnFokdlg+WD0Ea2AnsBNgJSAO+BaQBkeYVu1CshNTEDls+glSJPdgpyxfT4GPHUMxd3hoEJxbEDvr2NegU+5YPiR3RIKQBVvWK/ZjvzPdiByANoyF1IkgDmM+YrxvEB+nfEt4yaDDeMt4yBgk88U/sd+Ih7Q7yIe2L3frWKPblG0E6o0FHIwwSYgf61l2+atB96+Ub3jKqKr4FntjM133rYgf5FuwEBgn5Flz+svM0CN8SYidbHij2kcZkp3fCcPk6McROJjajIYMUSeMO0l3efet8C8sXBgk16LLTmO+JHf8/LT98CzXoudwbxA7SXP4ZJGFHo0H5FnDZxq6LvXfi+RadOHUi3xIgDWrw9O2kAWgQLR9ODAfpAcCEtIvdOhHyTUdj5TsnFoT0+7YbpF2+fet8KyBNLT98C+fbstNj52gQRyPYCZ74hPRw2RvkDBImNgxStzxc/vStpoGLnaXhQToFafhWbznLFwHg7cRq0LncXP6xE04M4PJJ44r97CQZRMs3+vY1yC+/+7bn27ccvUV1YrBTQRpq0IudkqZW1XwLviWxE8QOiR2WD2gQbxmqCuwEDvLM17/F2snM9wYplk/ETmgQSeNw2XfC2slP7DQIgjTYSRM7DBJj5y/fpeH07TzxQtpJ474FNAjlG/k2sDMMMuUb4PJJw9OgVrWr6pAmM0iWL/8f5RuY77LTcNkv3y7/VRUnFgYJhPRc/joRdSJHI7LzVtWL3Q7SXd4aBC0fdUIzSAYphPTtxHfCVtXM98sX7ARIA7ccOhF8C8QOpAGQBnYCT+w80UnDpeF8CyY2TkyQJgYJYgdj5yjWKNZw2QAA/x8ZJDoRhPRw+TQInRhVFZHmUMyl4U/spAGjIXwrEzsmNgwSzNdJo8ClmM8gDeU73jJOLGgwaBDg8tnpAeDt5A7yDvKR5qXhXP58K1RVsFOWDyjWY8efuC+/fetVFf8/VFVbPpAGhNTtxODScPl8C/r2Ie12AsQOtxxoMPItWx6+BRTbxq4vn3fCYgc6UcRu60QMEoT0stN3wuDSv+Xm+4MUtxw6Eb4FqgoTG/ItQRoU22qwi71W1UL6IC3YSXxLEzsMEp7Yxq6sqqzKNAjeMtgpWx5HI28ZdgKe+Enj4NIU22PnsvPSALET2Cm9RY9GOhFd3trJ57uLvbnc5vtHIyBNJlbLNy7/atC5vPTNDvIu/xoEDBLfEt8SGSS3HMQO0gCl4b/FPLHtxMz3gjQfbWFnbzliB0nD06D0rb/FVvViJ4k9LT80KGgQiv307cbuXd6E1L/lIe12AgYpDDKCNGgw2AlJ4+e74LJ+y8buviXlO8s3EztvGRT79O30zTXIntj07aoKyxctHwYpviUZJKQB+taYz0nDhNTYCVseOjEtP/ItVRW/5ZHGpcGYz0L68g2DFHwrLR8MEp0YXP707dnpSePZ6X3rVvXyDVsegjRiJ0gD+vYO0hvEXd5j53YCYiewM504txwU+xvk4NJ34k/sPPEgDXwLkAYnFtgJqgpvGYMUkAZC2kO67cQ16JYvDFKPRnwr7eTNt5HGKNZW9YkdxC58K3YCv+Wy804M2Cm3HJ74d+Jdvr/FLv//HzoxQTqWLycWpeFDul2+QtqWDwYpBik0KJAGavBc/sz3mO9C+gAA0gBP7NPguPyJHWFHLT/EDqvqVrWsqkLaXP5vGcs3iT0mNk4MAeBW1YTUfeue+BT7xA40CKoK2Cm3HKoKGgQo9mPnkcZxuUnj+RYFSfJNli9VFYvd08Cy00LaY+cgDWInyzdvGfr2+vYo9r4FLv+R5r/lQto16MsX0SBHI6oqYidVFYvdPLHNt0La3xJoMJYvxC7YCVb1Lv8H6SjW7eRw+XwL7AQU+8QOExu+JfkWPPHT4PTNVtVIAzoRDBKQJqoqRyO4/FDMB8ng0lb1aBCdGGInWx5ODJYPIe0o1pjvYgf5FgAAd+Kr6p74gxTYKYkdVRWE9Ivd9O1J4+fbpAFiJ0E6iR016AHgG+RC+k4Mqgp8C8z3mO8gDQYJFPuqCvkW5Rv69n7LPNGR5jQIBiliJ3UipAGR5ij2PPGr6qQBVRWjIZAGQtoU20/sOhGqKr4lExs88Q7SSeOr6ij2iR2WL2gwfAsU22rQQtpC+lUV5RtbHgYJ4PJC+pjvT+yqCuUbQRq4/ITUQtr69hMb+TYMMrccmO9+yw7SstNd3lUV+TZbPi0fG+Se2JHmLv+WDwYJpAGe+JjvGgTsBC7/yxctHwwSmO/txKzKkeZ8C94y+TY6MScWKPar6n7L+7a53L4F5Ru3HAYJBgmWDycW5RsgDeb7peHg0tnpDvJw+aMhyzcGKS7/B8lJw0LasvNBGpYviT3ELmgQQvqy0xW7FNtc/gwSxA6y87j8lg8tHzoxBik6ESHtIs2Yz/TN+tZoEHVCfEtOLCHthNSE1IvdXP4nFgYpLR+WD04M+vbT4DzxAAAu/zzxKNZJ40gDoyHRQEdDDDLYCS/fVtXnuzyxcNlODLAz5TujIW8Zlg/g8mrwPPEu/y7/svNc/uDyY+fYCaMhdSLYCSjWIs253LLzoyFbPk5MQToGCe3kcbl3ogfJKPZBGtEgkAbyDVsedSIgLdEglg9q8DXI7cSlwTzROhFhR5ZPxC6R5nfC7cQU2zoRgjSqShM7qgrg8kLaNchj56QBAACr6mPHcNkMEv8/M2ipanVCLv8Osl2eSaNxuUL6li9HQ94ypAFq8C7/dgIMEvkW8g1C+nfi9O2K/dIAtxwtHwYJSeMOskO6NehVFTNILV9oUAYpavBw2UnDmK/Gzvr2VRVbHpAGvgWDFDoRLR91IgwS4PIizfrWSeMH6fkWyzedOAwS9M3gsgfJT+yjIXxLfEs0KIT0Y+fT4DzR9O0aBOwEQvpC2u3k2AlHI285vUUMMtIAY8cvvwfJPNG+BZYvsDOJHTXoQtpq8HD5gxTsJJAmOhHG7pjv9O1J4y7/+RaDFHYCPNEizTXopAGWL5ZPTky+JX3rKNbtxCi2v+UnFqoq0SCy86vqzPcu/6MhVDWWL6oKcNkU29PgzNfm+xkk3jKjIbnckcYo1r/l5RthR5xYQTpc/mPnstOfuCjWFPtBGhkk+va/5Q7y0gBOLGFHR0PlG57YNchJwzXIiv1OLLc8kCa/5QfJPNFd3joRLT/eUvk20gCY7zXohNTt5KQBkAZC+vTNPNFC+icWEztoUKpKWx5C2knDrMoO0ij2JxblG1UVmO+R5kL6XP46EdEgviVvGUL6KPae+Grw5vs0CHYCavAO0szXsvNIA7ccEzsgTRM72AkH6VbVrMr61sbudgJiBwAAkAZVFcQOTgxvGaMhJxbM9xvkAeBP7L4F5RtvGbj8QtqE1NnpcPmWDwwy60Q6MaoKavB34i/fq+rm+1z+T+zn22rwlg/lG0cjJjYTO28Zv+U1yGPH59su/4kddSKqCqvqNehc/gYJIA2JHWInsRP69qvqxu5w+U4MgxRIA+3krMpq0GrwfAt1IqNB2EneMtgJY+dw2Q7SpeGe+Ir9VvUH6YT0bxm+Jf8fLR+DFHYCfetJ4w7y0gCqCvINLv/g8gfpT+xC+mrw9O0GCcQuM0hBOlUVsvP61jzRi9016JjvDvKy87j8GgRVFZ04YUdvOZAGPNHnu3fCfevEDvkWaBA0CBoE0gAO8mPnnvgMEkcjLR8gDUL62emE9JAGkAaK/e3kKNaE1ELaQvqWL/hWJlZ8K/r2VtW/xeDSkebg8gAAGgRODIMUYgdiB50YoyFvGZ74FNtq0HDZ5vuJHdgpoyF2AmPnXd4o1qXhYgdiJ94yLR92Alz+5vtc/qQBVvU16J7YAeD69hoEJxbyLbAzNCjYCdPgPNFq0O3kpAGWD0EaJxZODHYCDvIo9tgJOhFiBw7y7eSY76QBVRVHI3Uilg816FDMB8n61p74dSKJPf8/7CS4/L/lSePZ6U/savCe+J74XP5iB6oKQRqQJuwkVRXG7mPHi72e2HYCdSLELnwr+RYAAAfpstNC2k/sSAMTG/8f+RZoEAwSVRW+BcbuntgbxKzK0+Dm+5AmfEuwU8s3vgU80UO6Ncg16KQBlg/lG4kdLR/fEsz3T+yR5tPgNeiE9HYCVRXYKZ04DDL5FrLzatA1yDXIScO/5VsevUWWT94yNAir6i/f7eQH6Vb1XP5C+mIH3xIgDd8SyxeqCkL6cNk1yHDZXP5iJ285Wz7eMjQIkeZ+yw6ypcE16GgQDDKWL/8fnRhVFbETAACY70njkcYizdnpFPvlG285/z9oMNIAPNFJww7S9O3sBIkdaDC3HHwLXP7t5JHm4PIu/5AGhPTT4Grw3xLeMlQ1viVODBTbd8LtxDzRKPblG04ssDPlG3D54PK4/OwEzPdP7NnpFNvt5HYC3xIGKbAz2CmdGPTtAcC5vOfbdgLLF+wkqirfEhoEiv307X3rY+ft5IT0Qvou/1UVDDK3PBkkkAa/5XG5PLH0zU/siR0tP9hJ60QTGwfp9M2Yz13e0+CE9E4MfAsTG+wknRgTG98SFPsH6WPHDrKsygYJvUVUVfJNYicB4F2+FbuRxn3rBgmdGNgpRyNoEMQO+RZVFVb1FNvayXG5VtW+Bdgp2EnYSfItxA4B4LKz9K3GzhT7bxkMMvk2yxcgDdgJsvPZ6bncstNj5yj2AACdGFQ10UA0KJAGG+TNt1a1KNYO8kEagjRvOYk9oyH07TzRrMqy0xTbmO98C8QOBimJPU4sQRqK/bnc+tb0zUnDcNl2AmgwGUR1QpYvzPdC2uDSd8Jq0NnpfAu3POtE7CSqCkL6avDn2zzRFNvM12rwbxk0KOU7iT2QJm8ZavD7ttOgQ7qY750YbzkzSPItQRrYCQHgmM/GzoTU5vvfEgwSnRiQJmgwyxfM94vd57u/xWPnVvU6ESAtEzsgTbAz+vZjx/u27cRW1Sj2LR++JZYvVDX5Frj87eSy013ekeZj5/r2yxedOCY20SB8C9PgVtWL3VbVXd6e+LETJjYtP0cjAAD07X3rFNsU22Pnq+rYCSAtfCvlGyANuPwU+5jvIs0bxDXoVRWjITQoNCjEDjQIvgV961bVmM/n2+wEkCaJHToRyxdBGkgDT+y53MbOv+ViBycWnRgnFrETnRixE9np2smE1MbuzPe+BVUVJxY0KAwynRgO8rLTrMq53BT70gDsBP8fOjGJHZAGsvNd3mPnKPYU+0L6nvgu/98SYictHzQIdgL69p7YmM/61vTtoyG9RRlE/x888VbV4NIH6cbuxu5ODOUb8g3EDpYPYgdoECANQvq53NPAUMzg8nwrvUUmNiAtIA1C2nfC57tjxyj2/x+3PKNBLR+kAU/sB+k16F3eDvLm+/r2BgmWD04MLR8ZJGgQ+vY80WPHatBP7MQOiR23PKNB5RsaBF3eAcBq0AfpXP7yDZYPyxejIUcjsRNP7EnjkeaL3WrwzPdC+p0YfCvYKcsXsvOL3Z7Yd+Lg8lb1+RaCNDQo5RsU++DSQtoO8lz+0gAo9hT7qgoTG3UiTgxiB2IHxu416BTb2smy80cjbzlUNfIN9O1C2ovd4PLM93wLtxwgDdgJ+vbn2yj2JxajIYMUG+SsysbODvI0KLc8LT+jIZHmhNT0zWPHVvW3HL4ltxye+H3rDvK+BbccVRVODC7/L99J42rwNehIA6Mh8i0tH5jvcNmL3ZjvTgw6EeUb0SCkAXD5svMo1tnpaBAtH1UVY+fM133rTgwgLRkkJxZiB6XhudwB4GrQhPSQJok9gjRc/gHgL99q8NgJBgmQBkgDq+oO8lz+mO++BewkBikgDVbVScMU26QBkCbyLXwr/x9W9dPg+tZJwy/f8g0GKWInvgW4/AYJ3xJvGewEavBd3jXIhNSr6mrwQRryTSZWxC6r6pHG2skv31z+DBLsJJAmTgxIA/Ttv8Xg0tIAbxlvGYr9VvV8Cy0fIC1bHmIHB+ntxKzKhNSYzwAA0UBbXmhQxA6e2H7LPNE88QYJDBKWD8z3Qvpw+XfiuPw0KAwybxlC2i+/ntgu/1Q1GUSdOPkWKNalwUO69K0B4HwrglTeUrccQvr69lb1dgJw+X3rAeBjx7ncKPbM96oq5VtuWWInatB+q6XBAeAMEvIt+TYGKQ7yi92y04u97eS3HII0aDBc/n3rvgWJHVQ1dSK4/ELaCKk2qF2+PNEZJGhw/3//X0gD7cTTwMbOKPY0CKQBGgQO8p74pAGr6mIHYiejIQYJPNHaybj8NCgMUgVJQRrG7jyxG6T7tue7uPyqSnViEltBGg7yFPvm++wEavA80cbONcjZ6QwSDBKCNGhQDDKQBqXBIq2e2KQB+TbRQAYpxA4b5ELacNmlwdPg3xKjIewkkAZ2Akcjqio6MScWi92LvaWhXb5q8JAGtzyjYSBNoyGy02qwPNEO8hMbBilVFTQIfev07bj8d+Lm+8sXaBDYCdPgFNuQBkcjWz4mNsQOIe2lwYu9Is1jx2IHBUmWTy0/cPlw2WrwVvWqCjoRpAHM9+fbSeOy8zXoDBLLN9gpDBLM15HGDvLYCZYvWz4tHxoE+tb0zXDZY8f07XUifCvYKYr9PPHfElUVLR9VFQ7yd+KsyoTUPPGr6lUVR0P5Nuwk2ekHyaXhavD5FgwykCbEDqXhVtXt5HDZ+vbRIEEaVRXG7hvkOhGJHZYvsDPyDZHm+7ZqsPTNudxvGfhWDFKwM0/sAcBd3g7yVRUgLZ0YdgL61mrQfesH6aoKOjEZJNgJVtU1yC7//x/rRGhQdSLg8uCyd6K/xVbVkAaJPdFAsDOK/V3euPzYCRMbExtw+Rvkv8X0zYT05vu3HLc82CkMEi/fG8TG7mIHBimjQWIn7ATg0gHAmM9+yzzxRyPELpYvqgqy804MxA7LF0cjGgRj5+e7srNC2n3rQRo6USBNOjHG7hvEAeCy8wwSxC6jITQIFNusygHgXd64/E4skCadGPTtcNmQBuUbaDCdOEEaDvJdvvStNciE1NIAo0EFSYk9fAtJ47Lz+vZ2AvkWBgmE9CjW4NLG7iHtBgkmNoI0NCjM95jPv+Xg8iANDDJoMG8ZB+lQzJjPG8S53PkWli+dOEEanviqCkgDfAvRILETFPt+y/u2rMqE1Fz+0UAmVqpKDBIo1vrW+tbG7hMbYif/H8z3L9+l4ZjPv+VBGvItIC3sBNPgsvOkAbETyzf5NicW+tY8sQ6y2qme2E4snFgZZLAzcPnG7hvkfes0CDoRAABw2azK0+BJ4wYJ0UAFSVQ1zPftxFDMXd7sBBM7YUc0KO3kd8JQzH7L7eQMEnUiYieQBjzxlg+JHRkkTiwMEhvkmK/aqczX4PLfErAzbzlBOrcc+vb07XDZFNv69tgJfAvm++b7OhHSACj2Lv8u/wYJ+vZj5/r2iv1ODPItLT91InfiScP0zeDSNejEDnUiyzd1Iub7+vaY74T0aBD5Fvr2Y8djx5jv8g0GKRM7DDJ1IoT0ubwvvwfJPPGWLyBNgjQo9kLaSePZ6fr2YgdiB3wLzPfT4Mz3NAgTG7AzOjHYCZHGxq4HyXfiqgqwMy0/tzzLF9npXd7g0oTUcPlVFbETPPFP7L4Flg8tHxkkaBDM97LT57ue2Fb1VRUFScpX3jK/5ee7Y8f61n3ruPyQBm8Z5Rv5FuwkbxnsBFz+NegizRW7VtUMElQ1Wz6WL/INcPld3n7LKNbn233rJxbLNxlEgjRBGqQB59vtxJHGDtIO8qoKOhFbHuUb0SCWL0cjzPc1yF2+zNfG7tgJkCY0KAYpbxn69nfiNci/xdnp3xK+JXUi7CSQJmgQcPl9657YQtr61iLNv+UaBKoqsFOcWGgwsvOYz+3EG8SE1DzxkAZ1IiAtJxaqCp74Ie3m+xoE+vYb5Bvk+vaqCi0fqipvGaoKmO+RxhvE4NKE9AYpdULLNycWFPuY7xvkv+XZ6e3kmO8o9pjvvgVbHvItiT00KHYC4NJxudPAhNT69rccTiyCNL4l5vuY7wfpT+x2AmIHcPmR5r/luPw6EdgpIC2WD7j859vgsl2+7eRVFU5MQFqdOEgDXd5W1eDSXd6/5UnjLv+xE8sXxC7eMr4lbxme+FDMrKpqsNPgsRO3PEdDNCiJHb4FVtVjx/TN7eR8CxMbyxeqCnwLnRjLF5YP4PLaydrJ+tbT4HYC0SC3PGhQbzkaBCLN4LLTwHDZXP5VFToRYifyLcsXBglq8L/lmO8h7RTbIs1P7EcjLT91QgYpnvi/5eDSFbv0zZHmfAvLNwVJQTrYCdnpSeMB4BvkXd6L3aQByxdVFWInNCgtH8QOavCYz/Stcbmr6p0Y/z9hR5Yv7CTsBITUd8JdvuDSQvrLF6MhgxT5FhkktxxoEGrwUMwO0vrWVtW4/C0fyzfYSUE6lg+sygipVrUO0tIAiR3YKetEnTiQBjzx0+Dn2wfpIe1969PgIe1VFUE6OlGdOLj80+ClwXeiubxj550YTkycWNFASAMo1iLNxs416Jjv9O3EDicWNAjlG9EgWx75Fsz3atAIqcauNei+JW5ZVFWQJvINSeOEtBW7Is3G7hMbaDCWLwwSAADsBBoEfAso9pjPntgU23DZ7ASqKtFAvUU0KMz3L7/aqbm8keYZJFs+li/yLQwSAeD61rLTpeEu/yAN2Alq8CHtvgVHI6NBDDKe+BTbL79+qw7SSANOLHxLR0NBGqXhB8lq0GPn8g2xE7j8YgcGCRT7fAtoEJAGdgI88czXpcE80RoEJjZuWWFHTgwh7bLTQ7o80ZHm5vsTG2InLR++Beb7GgQgDToRhPRQzODSfev69kEaNCgZJKMhqgp967/Fi70U22IHgjTLN28ZDBJiB0/sq+pd3lbVY+e4/NgJNAjEDhkk8i3YKZAG+tY80bLTIs0H6WIHdSKjQetEkCZP7HfCScOy08z3BgnYCZAmaDAMEkgD+vYh7YT0PPFj54TU59tiBwwysFOjQRoEG+QizbKzScN34mIHVDUZRFQ1qgqr6iHtVvXsBJjv2slw2bj8lg8GKdgp5RtvGdIApeGlwUO659vEDnVCdUKdGBoEzPcB4F3ei93t5OwE5RtHI04MzPd2At8SLR+QBoTUIs2L3WPnNAijIdgpli+jIUgD4NK5vCjWAAB8KyAtNAhc/or9q+pq8AAA7ATyDdgJFPsB4HDZnvjRIEdDIC0h7frWQtqE1H3r2AlbHrAzIC1ODIvdfssv36QBYictH5jvG+Q88eDy7ARVFZ0YoyH5FrLz2skBwBvkJxa9RRM7XP4b5C/fVtU88d8SExstHycWAABd3oTUmO8MEoI0dSI16MzXd+JJ4+b7QRotHxkkbxl2AhvkDtIo1n3rgxR1IqoKqgqxExoEpAHm+/TtKPYU+0L6xu6/5bLzqgqqKmgwfAuE9NnpIs3M1w7yYgcgLRM7xC4GCZ7Yv8UHyX3rVRXfEvkWJxa4/EgD8g3YCQwSNAg88ZjPVrU1yLLzqioMUls+0SB2ArLT4NK/5fTtfAvlG+UbaBCy80/s9O3M96QBNehj5xT7Lv9HI504RyPlG2IHY+dq0EO6NcgH6ToRyzfyLWInLR/M9zzx4PIb5A7y+vZw+S7/svOkAWgQExstH7j8Neir6szXsvNvGf8fli9iJ/INT+x3wou94NKE9IkdyxdbHtgp3xKDFIMUhPRP7Bvk59vT4CjWkeYAAFseR0OwM/8f2Alw2frW0+Av3xoE7CQ6MRkk2elJw+e7+tb5FqoqxC6jIcbunvhVFYMURyNVFWrwY8dDmhukstOdGBJbdWIMUjoxfetd3pHmhNTT4A7yGgQGCcbuT+zm+98SIC2dGNIAsvNq0GPnExsGKUE6VDX5FhvkXZ5+i2qw4PITO05MM0jRQLET2AkgDWPnudxd3hTbFNsizbnckAb5Nrdc60TLF5jv57uRxg7yAAAtH4I08i3fElbVFbs1yO3kIA1oEAwS5RtoEEcjJjbLFwAAavAv38bOUKxDun3r7CScWAxS+TaDFF3eVtXT4CjWq+ogDRkkRyNC+u3kq+qe+GgQkAYAALj8T+zsBKMhsRM6EZ0YIA2y89PAsrNq0Ob7li9vOfItLR+4/OwE8g2r6knjVvUAAC7/Xd4o1g7yaBA6MZYv5RvsBAHgB+lIA1b1XP4TG5AmWx6R5i+/7cTn204MNCggLdgpYgfsBE4MmO/G7uwEBgnSAFbVScOL3S7/8i2JPd4ytxwh7ZHmKPYB4GPnIA0GKWInDvLGzp7YkeYaBFUVExtbHi7/Lv86EaQB7ATLF28Z7ATtxAGgi70o9rAzqkqjQfItXP7Z6fTtcNl34r4FQRrlG7LzKNbt5J74DBLRIN8S0gCr6mrwDBLyDQwS8i2+JZAGkcYvn1a1AeCJHf8/iT1OLGIHKPZ2AvTt2em+BTQILv+L3QfJv+WQBpAmgjTsJNgJv+Wl4UL6+vYAANgpIC35FknjKLYbxHfiYgdbHtEgtxyWD4MUiR12Ag7ySAPSAGrwUMyfuOfbpAGqKqNByzejIbj89O2y8y/fd+JODFse5RvM9zzRFNs16NIAbxmdGG8ZNAg0CLETnvgo9m8ZiR2qCkLaPLEvvyjWkAZUNUdDdUItHxoEzPcO0uDSSANVFfINT+xq0EnjVvVoEKoq2CmJHQAAavAo9mPnPPH/H8QuWx488ZHGxs5w2avqNAj5FhkkRyOQJtgpGgSY7y7/FPs88ULaY8cv37Lzqgo0KDoxaDCxE+b7KPb61szXYgejIXwrqgq53C/fAeCr6pAGaBCdGE4MkAaDFKQBvgWQJgYpJxa53JKmmK8vv8bufCt8S1RVOjGqCrj8FNtw2S7/8g18C7/lScNw2fr25RudOLAz7CRW9YTUXd5J47j8sDMFSVQ1nviys8auL7+L3d8Sli9BOv8fkAYgDb4FYgdbHp0YKPbtxBWbn7jZ6YkdIE06US0/aBDt5HfiVtVC2qoK0SBbHgAA59vt5DzxFPvLFxMb8g088aXhuPxiB1UVbzm3PP8f7eTaqeCyB8kH6ewkdUJ1Qv8fAABc/tnpG+TSAE4M8g0h7TXIQtr69lUVLT9hR/IthPTtxH7LatBP7GIndUK3PNgJPNHGzkLaB+kgDVseWx7SAPTtGgTsBJAGYid8K2gQQtpkp/u2udzYCbc8aFC9RW8Zfetj52rQrMr69pYPLR8gDQfpKPZ2AqoKdSItH2IHXd4HyQfpPPEaBIk9DFIzSHwLn7jApWSnkcYgDRM7lk/5NssX3xLG7oTUxu4U++wEhPTg0jXopAH/H2FHj0b/H4vdIq25vL/FkeaCNC1f8m3/PyHtkcasqpivv+WWDzQoyxeQBmgQ7ARIA9EgYiflG5jv4LIOshvEcPkZRI9mJlYMEpjPFbvaqXG5GgTlO/hWLT9iB7Lz2elj5xT70gCY72PHXb7G7pYPqiomVrdc0UDSALKz06DgsrLT7AQGKZ04viWxE5YPKPZC2knjKPYGCU4M+vZW9QAA8g2JHewkxA5j5w7SzNee2AHgIA1vOTpR5TtiBxvkzNey07ncIe3M98z3GgTRIFselg/5FrccnRgU+6zKVrWlwZjvLR8tPxM7aBAU+y7/4PKL3dnpcPliBzQIzPeK/U4MiR0tH8sXQvrtxA6y4NJw+ScWtzywU8RO/x+53Fa14LJ+y/Tt8g23HIMUyxfYKWInqgqK/Sj2Neie2O3Exs4o9jQoM0gMUgwy9O2/xaXBfsso1rj8xC69RYk9gxSy8yHtB+kb5Nnp0+AO0r/lDBJUNZ04nTgGKdgJq+pdvmqwfsvG7nwLviUMMk4s7CQTG+b72smfuNrJ4PLRIOwkLR9vGZYP2AmK/TzxSeNw2ULa59ur6qMhfEstX2FHiv1JwzaohLS53AAAbxktH5YvWz5bHg7ySePT4AfpPPFJ40njKPYnFoI00UCdOCANkebGzpivUKyL3bcc8k3lWyY2kAZ966XhXd5d3l3epeHm+7ccoyHLF+wkxC7RIEgD7cQVm36rXd7lG5ZPW17rRFse5vuYz1CsL7+/5aoKNCidGE4MQRrsJP8fqgo16DXI7cRw2fTtAABOLKpKIE3LN1b1Xb4irfu2QtpiB9gpVDVUNfItaBBj513eY+fG7uDy59vn24r9NCijQXVCBikO8r/FhLRxuYTUqgpbPvhWfEs6Eefb4NJd3r/l2emY7+DyGgSJHaMhiR1vGZYPpAHG7lDMcbn61vINli9vOfItlg9C+iHtQtp+y/rW4PKDFJYv/x80COwE3xI6Eeb7keZq0J7YhPTsBHwL/x/ELnwr5RvG7nfCi7134tgJLR+jIbETxA6xE74FkeZd3hvkPPFIAwAAAAAgDS0fBinlGxoEd+L61pHm7eTT4Ob7txydOP8/JxYh7czXFNu/5ZjvSAMaBGIHiR0TG2IHpAFC+ub75vuL3cbOY+cnFoI0OjEZJJAGq+o16ELarMpd3hT70SC3PL4lBglc/qQB0gAO8mPnhNQO0nD5VRUTG6oq2Cm+JYMUzNc8sUO6d+LyDZAmQTrELmgQAAB9657Yi91j56QB+RbSAA7ypAHsJAwy/x92AlbVcbkbxLnciv1iJ+U7vUXlO0gDxs5Jw57YIe1w+SANlg86EbccQRo0CIr9PPGy81b1QtpW1Vb1kCYtP5YvQRoO8rLTzNft5E/siv3EDjQonTidGPr2q+o88bLzB+nG7pjvsvM6EXUitxzLF+wEAADSANPgstPt5DQILR9BGm8ZdgIh7bLzKPb69qQBGgRODFUVQvrt5E/sxA6jIVUV2Ant5KzKXd7m+1UVTizYKVseIA2/5cbOzNdc/rETIA2qCvr2xu7sBIMU3xLyDaQB5vu4/GPnudw88d8SviVBGvINPPHT4IT0pAEu/0gDGgSWD1sevgVq8CHtXP4GCUL6+var6iHtTgzRIBMbOhHSALj8NAg88bncXd6E9PINlg8TG0EaOhFBGtgJB+mL3ULaxu7fEt8SkAakAZAGxA52AkgDVvVj5xT7pAG4/HwLyxe+JZYvdgIo1knDDtJq8NIA/x8GKaMhfCtbHub7NeiE1J7YavBj50njzPfRIHVCgjR1IgAAudw16Jjvfevm+5AGbxneMkEa9O2y03DZq+p96y7/TgxBGls+R0P/H7j8QtoO0qvqv+We2IvdpAF8K94y+TbRIHYCLv8o9l3ezNdd3kL6RyP/H2IHzPfm++wEnvie+LLzPPGxE9gpLR/yDbj8+vZ2AmrwDtKsynfipAE6EXwr3jI0KHwr5Rtq8PTNXb6syjzxiv3M9zQIfCvlO+wkIA3G7ufbxu4AAAAAcPme+OwEExvfEqvqVtUb5J74XP6qCt8S/x8TO+U7Exv07QfJQ7p+y57Yi91W9RkkR0NbPrAzJxa4/C7/5vvt5CLNrMob5DoRoyEMEtgJYgcu/1b1+vae+KQBLR8gLaMh8g1w+fTt9O1C2kO6L78b5MsXWz5UVU5M2Ck6EXD5FNtjx0nDatCy83YCdgIMEnUi8i3sJLETuPyL3QHgxu769joRWx5bHv8fdgIo1ou9L7934nwL3jK9RSY2BinfEpjvv+W53LLT7eS/5UnjuPyDFCAtbzmWL+UbPPEB4NPgnthP7NIAIA2+Jf8f7ASy86XhpeH07RoE/x9bHlsebxnm+yj2VvXG7qQBFPuR5mPnq+qkAW8ZqiqdOHUiaBC4/CjW+tbt5GrwaBA6EYr9XP6K/b4Flg+xEycWXP4U+xoEsvOK/dgJNAgTG74F0+Bw2SjW9O06EU4sQTp1IpYPdgKl4avqsvOy83wLuPx34u3kavBVFfk20UCWL8buatD61gHgqgrsJFse+RaY7+DSi919674FJxZ1Iv8fAACK/WgQ8g06EWIH4PIh7VbVB8mL3RT7txz5NhlEbznSAO3kNegv3zzxdgJ8C4MUAAB34mPnsvO+BScWExs6ESHtxu6xE/8fBim3HNIAsvMO0p+4B8kb5KoKDDLRQLc8OhEo9nYCVvWy8+Dyq+qe+GrwfetC+uwEVRUZJP8fDBJj513eLv8GCW8Z5RvEDqoKT+wizWrQntiy8ycWaDD5NlUVqgonFkgDcPkO8gfp4PIb5MzX7eQ88fINsDMzSCY2Qvp34jzxxu6e+AAABglVFaQBNeh34gHgfetODOwkqip8C9IAgxRoEE4MGgSe+EL6kebayfTNntgU+5Yv2EnrRCcWzPe4/Jjv9O1W9Q7yAAAo9nfiavAO8qQB7CRoMDQoVvUB4Ob7pAHEDkEaaBCxE1b1Y8eRxlDM0+CxE/k2R0N1ItgJVRWQBgAAXP7G7jzx0+CsyufbY+ekAbAzIE0ZRAYJL99J43fiDvJODBMbkCaqChTbVtWE1BvkxA7yLd4yBgmE9EgDqgqdGKMhsRPsBIvdPLFqsL/F4PKCNOVbVFW+JaQBFPvZ6ZHmfevG7kL6zPfZ6eDyFPu+BWInsDP/H4T0i92Y7xT7fAujIdEgQRpc/sbOScO/xczX8g0mNm85LR8MEvkWlg++BaQB4PJ9613ekcYo1k/sYge3PLBT0UDyDZHmSeOL3RvkQvqqCp0Y3xLM95jv2el968QOWx4gDWrwIe3sBCANJxaQJkcjgxTg8knDzbfTwIvdWx7yTcROkCZIA0L6SeMo1jXouPzfEnwLIe0b5KvqXP7ELgVJxC5w+TzRatA80e3k8g2wM+tEli9W9WrQ08AbxLj82CnyLVUV0gAaBNIA5vtiB7ETbxm4/PTNL78izSHt8i1AWjpRviVW9dPg2smLvfrWiv0GKbAz5RvYCSj2Y+dc/pYPkAb07Rvk+vYu/2IHdSJBOls+txwO0iKtd6KEtNIA0UBuWWFH7CTEDiHtmM+y05HmNAh8Cw7yzPe+BfINsDNvOScW0+AOsqXBKNbM98QuQFrXaf8/DvKLvZKmZKft5CcWYidbHnwLyxexE3wLDBKxE8QOT+yLvXG5+tZIA6NBYWfYSWIHv8Uotl2+DtI0CMs3aFCJPZYP4PJj557Yxu5IA1b1i90O0oT0JxZOLGFHaFATO6QBVrUVm/StIs0nFnxLfEsgLaQBPPFj5wHgavDsBCcWIA088Q7yLv8aBL4lnThBGn3rL79dvuDSDvI0KIJUElveMiHtY8dJw7/FhPQtH1seGgRP7LLz8g3lG2gwgjSdGE/s4LL0razK9O2qKspXDFIGKVb1cNk80WrQIe0MEtEgWx5c/oT0FPso9ssXTiyxE3fin7iLvYvdfAu9RddpR2OqKn7LL5/nm5Kmxu75Nk5MbzknFkgDzPey8y7/SAN2Aqvqd8L0zfTtTgyPRmFnM0hIA/u2AaDApdrJIA1hR49mxE7yDb/lmM9Dui/fvgXEDqQBY+cO8r4F5Rt1QqpKOjHM95KmapDApX7LYicMcoh9M0hq8CLNn7j7tr/l2AmqKhkkzPcU+zQIvgVbHnwrVRXT4Emj2qnGzkgDDFKwc5ZvyzdQzOebDpKSplb1QTqCVAwyiv0O8i7/vgUnFk4M4PI80RukkcY0CPk2vWUzaJ04q+ovn0OaQ7qL3bETgjS9RRlEExu+BfTt2sko1g7yuPxq8BvkpAE0KBM7iT2+JRoEAeCsqkmjG8QH6U4sM2g6cYI0Ie1+y5HG4NKR5ij22AknFqoKIA35FmgQiR1iJ9gJkcafmKyqkeawM6NhqWogTWgQXb5XlS+f+7Yu/05Mj2a3PNIAY+dj57j8Yge+Beb7peFjx8bOuPxHI2hQj2ajQU/sQ5raiZivhPQmNrdc0WAmNjzxkcYBwL/FT+x1IsQuBgl34qXhuPxiJy0/+TYMEufbNqgbpITUvgUtP/Jtt1xoEKXBSaMBwMz3JxZBGoMUqgpC+lb1OhGxE50YsRNP7L/Fi73T4OUbvUW3POUbiv088e3k59ul4QHgVvVbHsQuIC2dGIr9xu5j57/lfevM99gJvgVC+or97AS+Jf8/NCgh7RW7mK9q0HYC2CkTO1Q1YidIAwHgDtJjx+3kIA3RIN8SdgKkAb4FsRPfEk4MuPw88SjWv8WL3bj83jKJXcRO3xKy0823Q7qe2Fz+nRiqKjoxtxyK/TzxG+T69t8SYgcH6eDS59su/6oq60RbPv8fKPalwZKmn7hw2ScWylf/XzoxzPdw2RTbNeg88Vb1KPZIA6QBiv1oEJ0YYid8K2IHDtJQrFa1Xd6dGI9GaFDRQC0fB+kVu+e7Ncg88ewkOjG3HAAAQvrSALET5Rs0CDzxAeBjxzXIIe0nFutEiV0tP574i702qC+/5vsgLVQ1xC4tH8z3cNlC2tnpvgUTGzoRq+qe2GPnaBBbPutE5Rsh7frWv8WlwQHg8g3LN9hJxC5C+uDS9M0b5CANdSI6Ebj8nvgO8jXosvN2Ap0Yli/LFwfpv8XtxJjv2CnEToI0Ygd96yjWatDn28bulg9oMBkkiv0b5DXokAZHI9gpxA4H6S/fstPn24r9IA0ZJFQ1qiqK/VDM2sl34mgQqiotH9gJvgUO8knj4PIU+/INJxZODGrwzNdj55AGIC1BOssXKPY16ITU9M2r6lz+txzLN1Q13xLt5C/f4PLYCcQO4PK/5fr2+vYU+2gQgxTLFy0flg/07drJrMqy8xkk0UDyLToR7ASL3dPAxs7T4GIHli+3PGInuPx961z+yxfLFw7yUMwHySLNL99VFbAzj0ZhR5AmKPbTwM23zNcgDVQ1TiyDFAYJNehq0NPgIe2kARMbyxdiBw7yAACQJhlEtzzm+xvEPLGsqhvEpAE6Md5SblmdOKQBrMrTwOfbYgdHI04M+vbm+w7yavC+BU4MgxTLF9gJ9O2E1BvkNAhBOgxSTiye+MzX4LLaqZjPzPcGKQxSbllUNZ74ntjn24r9sRNc/knjQtrGznDZxA5BOgxSIE1iJ5Hmxq7Grp7YoyHyTW85fAtq8ODS7cRJ4/r2OhGqKk4s3xJw+S7/VRUmNsQuavCys36rIq1+y5YPQTr4VolddUJoEBTb2snM10L6Tgyy83fi4PKK/TQIWx6DFDQIAAD69uDyT+x2AmInvUUFSSANrMqfuOCyXb5j59IA0SBhRzpRo0GdGLj8svOY79npUMyLvYvdsvNiB6oqIC00KOwk3xIo9vTN2sn07bccWz6qKpAGuPx34nfCrMrM13D5viVvOd4ylg+kAXwL/x9HI8bu+7aEtKXBcNnyDSAt60TETgwyLv8HyV2+59vYCQYpsROy80L6XP7m+6QB4PIh7dIAlg9oEIr9iv3fEgYpxC4aBCjWPNE80czXhPRiB7ccJjaJPewkKPZd3u3k0gDLF+b7FNu/5ZjvcPnEDlUVJxZBGlUViv0B4AHgzPeJHZ045Ruy82Pni92y0wHghPSqChkksDN1Iub7Ie2e+IMUdSIU+zzRxs653Nnp0gATG/ItJjYGKXYCVtVQzAHgaBAmNlseQvrG7tnp0+CR5nD5qgotH0cjYgdj5/TtIA3LN6pKsROYz4S0+7baycz37CTLN1s+VDXEDqXh+taR5iANkCZiB+3kG+Tg8oT0pAEGCZAGTgx8C1z+mO/M96oKDDJhR28ZAeCRxnfCxs707XwLnRh1IhkkDBJ2AnYCkAbLF50Y9O1jxzXIY+fsBBMb7CSDFBoEpAH69pjv5vuQBlseli+xE4T0L9/M10LaNejSAJAG8g2dGMQOTgzLFxMbkCZ1IvTtScPgshW7d+InFqNBLT/YKQwST+xW1TXoXP4TGzoxDBKE9AHgmM9d3sz3+RZbHgwSBgnG7r/lSAMtHxM7GUSxE3fiXb4Iqee7B+ktH0E6EzuwM9gJv+WY73D5yxd8K74F0+BQzAHAQtoGCfk2dUI0KCANL9/ayUnjkAZUNapK/x8O8rLTubzayZHmNAj5FjoR+RYGCQAAyxejIcQufCv69jXIPLEIqbLTfAuwMxlExC63HMbuhNQh7XYCdSIgLXYCAeCYzzzRQvpHI5YvDBJJ44vdFNvG7vItGUTyTcs3xu6Rxs23KLZw2S7/QRqJHZYP5RtBGqoKaBBoEBMbsRMv33fCi72syvr2viW9RZ04IA0U+wHgUMwh7aoKOjG9RZ0YT+wo1qzK0+BC+qoKiv3Z6dIAxA7yDewkaDBvOYI0DvKLvRukpaE80YMUYUdhR/8fxA5c/u3kPPFw+SANExsU+5HmG+Sl4RoEYifYKSANL9/M157Y0+AGCU4sM0hOTMsXNeh+y/u2UMxC+lseQRoaBL4FSAP69r4FExs0KP8f2elJwwHAY8dC+t4ylk8TOwYJPPEo1knDstOK/WIn0UDsJMz3AeBq0H3r5RvYKfINSeNd3l3eL98GCSY2sFPETgYJpcHupAGgntgGKfJNLT/fEgAAsvMb5ODyBgn5FrET7eQHyWrQpeHRILdcbll1IoTUKLaysy+/iv3LNxJbVFXlG9npxs7nu0LaNAixExT7FNvg8gwSiR1vOaNBOjHYCbm8uZz0rdrJJxa3XPJtdUKy81DMQ7pqsHDZfAtvOU5MiR0u//r29O0GCf8flg/T4DaoIq3g0i7/vUXXaRlkdULZ6Qip06BQrMbuOjFhRyY2vgWy85jv0+DG7or90gC+BQ7yfevsBDoRyzdoUAYpT+x+qy+f4LKy098So0H4VlRVdSIh7XDZUMzt5GIHpAGY7y/fVvU6EfkWNCh8K7ETpAHg0hW7mM+/5Ucj3lIZRCcWd+Jw2S/f+taY7yAN+RYtHwYJVvUAANIALR/eMjoRudzGrgHA0+CK/Toxlk8FSQwyPPHTwKXBScNW9TQokCZODH3rnvjYCb4F0SA0KLET5vt+y/u2mM/G7mgwdWIgTZ0YhNQVu4u957tP7JAmj0ZoUBkkKPa/5czXDvLfEnYCSeMbxCjWuPzfEnVCt1yqSuwkmM+zk+eb9K3m+/JNQFr/PyANsvNj5/TNi92E9BoEbxmkAYT0vgW+BZAmo0ETGzXosrNQrNrJXd7LF3xLLV/KVycWKNZdvn6rstPyDZ0YsRPm+4r9Jxb5FqMhRyPYCZjv+7ZJo/TNnvhHQ4J0+FaJHbLT+7ZxuXG5mO//H4I0EzsnFvr2uPxW9XwL+RaE9A7SPLH0zZAGBiloUJxYJjZODIu9s5MIqRvElg8MUjpR3jJ2Ag7yVvW/5WrwsvPG7ij2d+K/5SAN/x/rRLBTdSKR5mSnuZwBwHfidSImVlte2EliB8bOL78irTzRfAvLF8sXvgXYCS0fVRWdGMsXpAHZ6XG5Nqj0zYT0nTj4do9mxC7n22Sn7qQirWPn7CRhR05Mtxwo9rLzd+Ih7SANiv2/5azKVtUaBIkdGURUVUE68g3TwLOTNqgvv0gDsFPRYI9GIA134hTbG8Rq0Fb12AmjIQYJKPbYCRoE+RaCNBMbIe1DujaorMrG7tEgDFJUVaNBSAN3wkO6Iq080UEaJjb5NlUViv0U+zXoDvKQBpAGvgWl4TXIpeFq8OUbQFpuWdgpSeP0rfStDrIb5NgpxE5AWokdkea53HfCntiDFEcjQRpW9V3eavBw+VUVsDNoMFsehNQvn7Kzd8I0CNFg3nJUVdIAv8UVu8au+taqCjQoQTpVFcbusvNj56QB8i3sJEgDv8X0rVbVzPcgLQxSj0YMMqvqDrKEtCi2Xd7eMjpRLT+qCr/lxu6Y70L6vgVw+Yr9Y+co1ij2AABbHvJNvUXEDtrJrKoBwF3e0gDsJEE6R0OjIbLz2elQzDXIsvNiB9gJcPnSAFUVoyH/HycWTgwu/3DZn7jTwA7SYgcmVjpxR0Pg8l2+4LLtxO3kTgzyLbc8Wx6e+MbupeGE9IkdIC0aBL/FDrLg0tgJWz6CVHxLNCgB4GSnwKX7tjXosDP/X8ROxA5J4yjWG+Rw+RoEIA2WD3D52ekU+xT72AmqKvItfAsO0la1pcEh7VseLT9OTEE60gDayUnDpcGL3eUbbzk0KBT7AeDZ6RoEyxcTG98SdgIb5DXIi93g8vINyzcmNsQOpeHg0r/luPykAUgDvgVvGf8ffAt2AnfiVtVW9TQINAi4/A7y5vtODIMU3xIMEgwSLv/n21bVmM996zQotzxiJ/r259sv33D5IA1ODNgJlg+QBoT0avB34uDynRi+JbETavAv36Xhxu4GCZ0YLR9iJ6oK7eS53DzRSeOWD6MhnRiK/UL6dgKqCrETTgwAAFz+mO+e2F3eudyE9CAtWz7yLdIA7eTn23fiKPbSAHwLdSK3HIr9zPdj5zXofAt8C8z3Y+e/5dIAoyHLN04sDBJ2Anfin7gVu2PHfeuWLxlEnTjlG/r2fesO8nD5uPzM974F2An69sz3hPSK/bccJxYo9rLTG8QB4N8SWz4gTbc8GST69ue7xq4otvrW+RawM/It+RY0CAYJ3xLLF9IAY+ft5Bvkudxq8KQBnRidOGgwGgRw2X7LQtp2AokddSJBGv8f+RYo9knjVtW53EL6Bglw+Tzx+vaxE1s+IE3ELhT7Qto1yFa1pcHT4KoKtzx8S8QuvgWr6mPniv3yDUgDT+z07bj8dgLYCaQBuPw0CKQBkeaE1O3kDBL/P/JNJjbyDYT0cNnnuy+/B8ml4ZYPxC46MYkdVRVbHjQo0SBC+lbVhNQo1uDSxu6kAZ0YaDBOLGgQd+Lg0i/fAADYKWgwLR9HI98S9O3n24u9Q7pd3lz+3xJoEIkd+Ta9RdhJiR1j5w7Szbd+q5jPT+yqCmgwo0G3PDoRT+wb5PTtSAMAALj8Jxb5FnYCLv8O8iHtsvM88X3r59uR5gwS/z8tXzNI3xJW9SLNIq25vMbOPPHRIG85bznLFwAAAADsBMQOiv2/5fTtfesH6dgJJxZBGtEgTgw88TXId8L07TQoOlFbPrETdgI16A7S59sB4ODyIA2DFN8SVvXg8sQOxC7rRKMhT+xC2iLN2skH6bj83xI0KAYpJxar6hTbNejsBJYv2ClODKoKhPS53DXoB+my8/INVRUgDdnpAeDM9y0fTkyJPcQOVvUO0oS0PNGY76oKYie+JScWDvJj53D5yxewM4kdDvI16O3kL99C+pAGBgkMEpAG4PKe2ELaiv2qKvJNQTpODFb1SeMO0qXhv+WR5lz+2AkgDaQBSAO3HN4ybzmWD4vdstNC2qXhAAB8C+wEfAu+BS7/q+q/5Yr9txydODQoSANc/tIAPPGy8+3kstM16HD57ARc/r4FoyEMMkE6ExtP7L/lv+XM1wfpavA88U4MnRgTGwAA9O24/PINGSQnFp74pAG+BZjvsvNP7L/lzPdC+rj8T+yr6joRVDUMUkE6uPxj57ncrMqe2C/fY+cGCeUbRyPYCUL68g3lG/It+RYb5C/fq+oH6Vz+AABw+ZAGvgVIA9npudwU+9EgBUktP6oKzPf07RTbXd5d3i/fzPcGCToRLv/69vkWgjSqSk4sB+n0zcbOatAH6cz3iv2xEy0fbxnM90njKPaDFN4yviVC+jzxKPY16Mbu+vY88UL6FPvg8tPgL9+QBhM7dWJ8S9gJv+VC2trJ9M2L3QfpkAadGJ0YSANW9TQIYictP+wkq+qy04vdSeNW9dgJlg/5FjoRnvhW1TXI2emjIVRVIE0nFsz39O0B4KXh2elj5+DycPmE9PTtsvNVFRlEYWdhR574v8VDurm8VtUU+8QOGSQGKYMU+vbt5JjvxA7yLaMhzPft5DzxcPm+Bd8SYgfM99np+tZQzELadgK3PKlqnFjLF2Pn4NJjx2rQv+WY71z+qgq+BaQBIA1bHvk2dULlG0LasrOfuCjWpAHYKWgwRyOWD6vqPNGE1DXoIA2wM7AzsROK/Q7yhPQu/2IHFPvt5F3ezNdd3qQB7CTrRDpRIC0o9n7Lcbl3wnfilg9iJ9Eg+RYu/7/lsvPsBCcWBikgDe3kQtpC2sbu8g0gLVQ1bxkU+w7SPLGlwX3rdSISW95S7CQU+/TN08BW1fr2VRVVFZYP+vYU233rNAgMMoJUOjGY76XB06AOsqvqkCZoUNhJIC1C+tPAFbuy03D5IC1OLAwSNAhW9Vb1BglVFScWVvVC2u3EhLSe2IMUxE7ke0BaIA0O0hWbi53g0k4M+TYmNmIn2Akb5O3ksvO+BW8ZzPdq0ODSpeFVFbBTBWlOTCj2VrWfmOGSNci+BYI0blkZRLccYgcb5BTb2elw+S7/Ie2Y7xT7+vaQBi0fli/eMgAAv8UotkO67eS+JVRVLV+wM74Fi93GrgipY8fg8pAmTiwnFvkWaBD5FqoqoyFIA/TNKLYvv37LavCjIWFH0WBbPuDyIs1WtUnDcPkZJJYv+RbsBAAAxu707RT77ATfElz+i92l4QfpGgSdOMROtzyQBrLTi72Yr9PAmO//H9hJ/z8nFtIAY+ch7aoKsRMu/3DZ9M253L/lAAAgLU5MDFIGKRvk+7ZJo12+vgXlO9FARyNODJ74udyy05HmvgUTG9gJv+W/5YT0+RbYSd5S2CnT4Dyx7qR3oqzK3xLeUm55W16dGO3kcblWtaXhpAEaBIT0nviqCk4MbxnyLSAt5Rul4Ziv9K1Dulb18k0mdi1fsRNw2aXBwKUOstPg+RajQd4y3xI6EVz+pAG3HG8Z+vafuO6kpcHt5BMbxE5hZ2FnRyN+y3eifosOsqQBLT+wU8QuOhFIA3fiAeCY7xT72Al96/TN0+AAAAwyLV9AWqoq4NKLnbmcCKmR5mInaFB7a6NBAACL3dPAY8c88aQBLv9P7ODyDBK3HJYvbzm+JaoKDtK5nMClAcAAAIJUH234Vm8ZB+my0yi208BJ4+wEqioZJKoK8g2+BU4MkCZoEBvkarDaqczXFPtoMIldLV98S5AGsrO5nC+fmM9bHqNBQTpBGk4MaBCe+PTtPPF96w7yd+Io1vr2lg9oMNFg2EnyDXfCXZ6Yr0nDhPRoMAxSW175Nij2FNuLvTXIQvpiB9IA4PIU+50Y+RYTG74l+RZ2AmrQkqZDuhTb+RYtXwVpR0MAAKzKi71kp12+uPwgLapKxC6K/Q7yv+U88XUi/x/m+zzRScOL3eDyyxdhR7BT/z8U+5KmFZuSpkLaQTr4VjNI/x/M9zzxL9/M1/TtpAGxE+wE7eSY7yj2DBKPRiY2lg8U25+4Y8eE1J74DDJoUN5SLR+y0xW7Iq0Hyd8STiw0KN8S0gDYCS7/0gAMEiAN0gCL3c23rMqR5rETJlZuWYI0VvWlwYu9ubz61gwS3jLRQNEg9O2/5aXh4PJbHicWnvjM137LVvXyDQYpLT+CNEEapeFkp6yqL7/07aNB5VuPRvkWkeYv37LTQtoU+zQIsRNc/r/lQvqQBm8Ztzx8K4r9v8U2qO3Ev+VVFWFHyleqSgwSY8c8sVCsUMz5FiY2sDNvGeb7uPyy81b12AlODAAAi90BwMzXzPfRILdcQFo0KGPn4LJqsOe7i90TG0dD8k2qKg7yv+Uo1ijWYgfLF5AGfetw2cz3qgqdGN4yfCtVFdnpVrUVu2rQnvj/P25Zo0F8Cw7S2sm/xZjP0gCjIfk2RyOe+DzxY+fZ6RMbfCsMEgfp08CYzwfpBgkmNnVCJjbYCX7LXb6lwULaRyMzSFs+gxQB4ODSVtXt5CANviV8K/INL98U2y/fhPQMMk5MOjH69rm8KLaRxmPndSIZRGhQGSS53H7Lkcbn24kdLT/ELtIA9M1+yxTbKPZOLHVCo0GxE9rJ57svv7ncfCveUmFHOhFW1ZHGv8Xn2ycWgjSJPbccd+Ke2FbVv+XRIKNB2CnG7ue7kcZJ43YCnTgFSRlEnRhq0NPAScNq0DQIIC3yLScW+vZq8E/s2emQBssXiR2WD3fiXd6r6rj8fCv/P6MhfetJw12+UMxd3ssXxE69ZXxL0gCE1AHAubzn29IAvgXm+9IA8g35FmgQyxfYKXwrTgx+y8auAcBq8PItglQtP0gD+tZdvp+4B8nm+xM7R2PETt8S2eng0p7YhPTYCeb7nthq0BvkYgcGKY9G8k23PJAGubwbpPSt59uJHetE0UDfEmrwSeOL3dPgnvhVFXwrRyNC+pjv4PJ2Ai0ftxxc/mrQcbmsyr/l7AQmNkBaGWTRQCHti71kp+CyB+kMEm8ZYgfm+3wLGSTRIMsX8g2QBhT7hNSy07/liv3RIDQoJxZW9QHgAeA16DXouPzRIKpKQFpOLMz3Is37tpHGL98O8kL6XP5iB2gQWx6JPcROj0bLF5HGQ5oBoH7L8g1oMLAztxzSAA7ypeEv3yj2VRUMMkE6yxfSAGrw2emE9DzxkeZW1WrQ0+Dg8gwSvUV1YgVpGURP7A6yFZvupPrWLv+dGHUioyHsJGgQzPf69gAA3xJvGZjvAeAH6Sj2txy+JZ0YcPmE1DXINcjn298S0UDRYOVbbxkb5JHGi72y00njDvJIA3wLQRrlG7ETExtBGicWBgnM13fCDtJq8NEgsDPyLfkWDvL61jXIDtJc/gYpWz63PAwSPPEH6TXo+vbm+4T0B+m/5TzxGgRVFdgpVDWCNEcjq+rTwL/F59sAAIMUbxk6EUgD5vv69oT0AADEDrcc7CRIA5Hm2enM9yANDBK+BTzxXd7n2wfpuPz5FiAtiT1BOnwLudyYz0LaavBw+bj8Lv+kAQYJBgk0CAwSbxnlG1UVsvNC2qXhzPfyDToRqgqK/ZjvfevZ6TzxdgKdGE4s+TYZJHYCq+pj58buT+w16AHgT+wGCYMU3xJvGewkli8ZJFb1hNTGzqXhiv06EXUixA488avqY+d967j8aBDELrc85RukAbLzVvVC+oT0nvhJ4w7SpeHG7r4F7CTLNzNI/z98Cy/fY8dQzGPnFPuDFHwLzPd2AtIAFPsaBHwL/x8ZJAAAPPHg8or9qgq+BQYJsvMO0ijWi93G7t8Sli/yTQxSnRgH6Q7SVtWl4aXhhPSe+Cj2kAY6EYMUtxxBGi0fQRqY77LThNSY704M3xLLF3YCSePt5NnpDvJiB0EaIC0mNgwSKPbG7lb1iv088ZjvQtrGzgfpNAhbHpYvli+WL2InuPwv3zzR59sh7WrwkAZ2Avr2BgnEDpYPDBLYCToRVRVC+iHt9O3SAMQOkAbYCfTtatCe2NPgsvOxE9gpdUJhR+UbKPYv3+3kIe1J4yHtd+L61rLzxA4ZJN4yfCvRIN8SfesO0ijW4PLEDsQO3xJc/r/lB+mY77Lz0gAgDYkd3jJ1IsQOAABc/kL62em/5TzRkcZ34qQBgxRiJ5Yvyze3PCcWxu4o1rLTXd4B4Fb1FPtC+rET5RsMEgYJAADsBLETSANW9Vb1vgUMEuwE0gDG7nDZ0+B34u3kuPyDFCY2OlETO98SfesU23DZ4NLT4HfiY+dODBMbQRotHy0fviViJ7j8PNF3wvrWuPzyDXUiyxdC+or9cPl96yHtmO80CKoq/x8GCRT7vgXfEgAAzPfT4AfJAeBW9dIAVRXRIGgwLT//H5jvIs2syovdSeOK/TQIpAGJHRkkOhFiB+b7AADyDXD5i92E1PTt3xJvGXUi3xL07cbu2em53AfpuPzlG7c8OjFoELLzIe1q8NPgv+V34kLapAH/H+wkkCblG0Ea/x/sBMzXubw1yH3r0gDlGy0flg/lG0Eaiv2/5czXkeZODIMUBglODNEgviXYCeDyKNaLvWrQT+wAACcW7CQMMgVJ+TaK/WrQY8c80bLTkeZc/joRDDKJPewkvgXt5ODSL9816O3knvijIYk9JjbsJAAAVtUO0vrWhNS53ODy3xJvOXVCviV8Cy7/PPFw2SjWntil4TQI7CQGKf8ffAtc/gAAavAizWPH7eRoEJYvLT9UNScWpAF34knDi73ayX3rExvELkcj+RblG+wkyxdIA0njubyLvfrWsvMnFsQu5TtbPkEaAeB3wtrJq+oaBJ0YiR1IA6QBGgTSAJYPTgwU+yj20+A80aXh7AROLIk9QTpbHpHmmM9QzO3ESeOkAScWVDU6MScWNAjM9/r2hPQh7X3rntjt5BT7XP4nFpAm8i35NvkW7eS/xRW7hNRw+UEaDDL/H4MUBgkb5F3ed+J962IHqgrm+y7/TgzsJMQuRyO+BSLNzbcvv0nDT+yJHXVCLV8FSbETB+kHyZHGPNF34nD5KPbEDqoqiR2JHYMUYgc0CL/lAcBdvrLT2AmjQcpXxE4MEr/lkcbToPu2SeNVFetEQTr5Fi7/zPcnFkcj3xI88cCluZz0zXD5LT/RYMpXiT2e+Iu9rKoOsqXhOhEgLYI08g3YCRMbSAPg8tPg59s88U/sv+We+LETyzdhR4k9nRh3wgGgcbmsyij2oyH/PxJbtzwu/3DZY8fg0tnp+vZc/qvqzPcGKYI0VDXRILj8DvJW1Si2cbk80aoKvUUtXwxSIA2L3VbVG8SsyovdzPdiJ94yGSRbHgYJdgJc/qvqQtrNtxvEQvpVFcQu/z/RQKNB3xLGzu6kn5jTwJAGbzkFSdgpyxdvGbLzQtqE1HDZiv3sBEL6AACQBnUitzxvOQwS7cQ2qF2+9M2y84kd0UB1YnxLaBDn2zyx4LJw2XYCExt8C8QO2CnLFzQIiv2y87j8NehQzODSv+XEDo9GLV/YSeb7G8Rdvg6yd8Kr6uUb8k1OTP8fiv2L3RTb+vY0CNgJv+VC2hT7XP4gDWInli+wM3wLNcisqgipstNHI/hW5VtiJ574Ie1q0KzK0+BC+v8fLR8AAOb74PKK/aMhOjH/Hy/fcbmsyufbFPtiJ49GEltoMELa9K0bpEnD7AQ6MXVCRyNIA0gDsvM88RT7pAFODEL6stP0zaXhBgkZRPhW+Tb69r/FpcGLvcbOdgJ8K3xLLT80CL/lstNw2bj88g2+BU/s7eRIA/IN+RaQJqMhExvm+wHACKkOsgHg+TZ1YvhWviWy86XhB8lJw7ncVvXlG6oqlg/SAEL6AABHI2InGgRq0M23DtI16BoEOjHrRNhJYidj54u9kqaEtBT7JjbRQHwrxA7YCWrw59u/5Tzx7AQaBAfpY+dq8L4F0UCcWPk2PPGLvSi2PLG/xQYJ0UBHY7BTxA7M14S0zbeE9P8f/x8GCYT0Lv8o9oT0OhEZJHwrxA4izeCycbkB4EE6M2iCVMsXFNvtxGqwzbfG7kcjqkqqSjoRNeiYz8bOkAZiJ1seLv9d3nfiSeNj53wL2ClHQ94ysvOsyjyxzbdc/hM7BUnELqQBT+z0zXfCNeixE8s3gjTSAAHgPNHM1/kWiT35NnwLcNlQzEnDPNGQBm85JlYtPxT7xs4Vu+3E7AQMMoI0+RYh7RvkQtpd3gYJqiq3PBkkkea/xYu9+tZbHnxLYUf5FnDZ2snaySjWkAZ8K/8/aDCE9CjWrMpC2ssXEzvyLZ74v8U1yOfbFPvyLfJNTkx1IhTbhLR+qxvEqgpbPutEWx4h7dPgAeA16AYJLR+QJgwS7eQU2xvk4PK+Jf8/viUO8gHAi70izavqviWWT1te0UCE9EnDarA8sTXobxlHI/kWLv9c/qQBLv+xExkkkCZODGrQAcCYz0njviVUVY9GxA6syjyxKLaYz6oKGUQtXzpRIA2l4ZjPd8I16MQOOhHm+y/fkeaK/bETQTp8S+U7BgldvsClzbdq0PkWyldUVb4lB+kizdrJKNZ2Ahkk+TZoMLj8Y+cH6WPnqgpiJ/kWIe13wtPA+tZc/kE60WCPZrc8G+Tgsoud55sb5MQuvUUMMuwE+vb07U/sfAv/HyAtVRVw2WPHmM8B4EcjOlEZRE4ML7+Yr823hNQtH0Ba+HYSW2IHhNQOsnGZatBODEcjsRPZ6U/suPzfEhlEglTYSZ0Y57uFlPuW4LIgDcpX12lHQ5jv7cSEtKXB0gCCNCBNdUI0CKvqAeA80bj8yxdODBvkhLQvv5HmnRhAWlp+aHA6MTXIV5WFlNOgB+kGKdFAsDPsBHD50gCK/WIHqgp8C6QBkeYH6fr2cPn5FvIt/x+e+L/FzbcHyTXoQRphR6Nh3lLlG/TtY8eLnQ6y9O1BGr4lDBJIAxoEOhGJHf8fJxbM92rQNchC2u3kOhF1QnxLIC1q8Iu94LIo1uwEBikTO9gpNAi4/Mz3SeOr6r4FfAuK/dPgVtVj57ETJjaPRls+aBAU2+3ENcj0zVb1RyP5NjQoLv9d3l3eKPaWD6MhLR/YCdnpB+mE9LLzBgm+JWInkAZW1fu2d8Lg8joxJlYMUmInfev0zdrJNcjZ6Z0YkCZvGcz3SeNq8PINTixoMPkWxu41yA7ShPSkAScWYiflGwYJT+w80RTbhPRoEKMhoyGJHQwSTgx2AovdmM9J40L6lg+qClb1VvWQBkEa8i1OLOUbcPko1pHGpcHZ6QYpvUVBOmIHIs25vCjWYgfELlQ1kCbyDdIAiv0b5NPgcPmQBtIA9O0v3xvkAAB1Iok9Wz5iJ4r9udxQzIu9FNvfErAzaDCWD7/lntgh7U4M5RstH4MUXP7m+574Y+eE9PkW/x/yDe3kL79Jw33rLR+9RQxSEztODKvqKNYvv5jPzPdVFf8f2Akh7U/sYgflG2IndSJoEMbuL9/t5EnjFPsTG+wkExtW9azKY8c16JYP8i0TO4I0JxZC+pHmxs4U2y7/TgzYCTzxzNdJ4yANfCvlO4k9RyOy85jPG8R3wqvq/x+wM5AmAAD61rLTFPtvGWInoyEgDfr2hPTM97LzpAGDFN8S5vtC2hW72snSAJYvo0H/PwYp8g0U+9npcNnM15HmzPdIA1z+mO9W9YkdsDM0KGgQ+vZ960/sfes16Lj8iR2qKm8ZDvLayZHGxu7fEv8f0SAtH/kWgxQGCSHtB+kO8g7yfetC2g7S7eQnFi0/2EnLN4MUhPR963fiG8T0zYT0bxmqKt8SDvJP7NIAgxSxEwYJiv2Y7wAAOhF2AkgDfAvYCUgDAeABwBvExu6JHToxnTgMMlseVRUAAA7SrMpw2QfpdgIAACj2AACJHTox2CmJHXYC59vM1+3kd+JW9bETqio6MU4MudyYzxvknvh2AgwS+RbYCfINsRPsBOwEvgWkAVz+zNfNtyLNBgmCNOU7gjRBGg7ySeNJ4yjW7eS4/GgQdSLfEvr2cPkMEuUbqgoo9r/lzNer6qQBvgUnFpAmNCgtH5jvAcDTwDXo8g1VFYkdyxdiB2gQ+RYu/8buG+QB4GrwavDG7kgDIC3/P5AmDBKe+LLTxs6e2F3ecPnfEmInbzl1Ivr27eQO8lb1v+X07XD5uPyDFHUitxyJHZ0YdgI16AHAd6IVu+wER0M6UWhQ8i369hTb4NKYz13eDvLsBJ0YVRWqCvINoyGJHYT0hNSlwaXBIe11Im85vUW3PFseSAPM12qw9K1W1aQBOhGjIWIniR11IhkkvgWr6p7YDtLZ6cz3FPtODJAmaDAnFhT7G+TayfrWhPQAAIMUNCgMMtFAoyF966zKB8kO0mrQd+LsBOUbbzmPRqoqsRNc/tnpfeu53DXIstOE9LccTiw6MewkLv/g8k/sVtVw2bLzxA46MU4sNAjM93D5Lv8O8k/sfesB4A7yxA7fEi0fBikZJKMhFPtjxyi2mM8U+6oK+RblGwwSiR0ZJL4F4PKR5ufbIe3G7r/l4PKxE7AzBinLFwYJIe3G7g7yQtrn22rwTgxUNYI0aBCY7wfpDvLt5Hfiq+rG7oMU3jKQJuUbDBIaBNIAv+WLveCyKNYgDQYpbznlO/8fJxaqCl3ed8K5vLLTvgUZJLccsRNbHqMh2Amy87nc7cTM10L6YgdVFZAmaDDLN+UbXd5WtUnD0+B96wAAOhFvGWgwWz6QJtIAL9/0zfrWG+Rd3gfpyxcTO0E62CmqCr/lXd4B4LLTKNbG7joRbzlHQ3UiAACK/Sj2VtUHyX7LcNkGCW85GUQMMp0YAADM9zXov8W5vOfbGgQTG4I0tzzsJGgQ+vY80S+/7cQv32gQxC7sJMsXtxyjIcQOKPYv34u9L7/T4BT7VRWwMy0/GUR8K0/spcEotgfJNegGCewk0SD/H2InxA7M9wfpKNal4QfpL98h7XwLaDAzSL1Fqiqr6vu2DrIotszXIA0GKQVJfEtbHrj8v+VW1eDSstNP7Ob7fAuQJpAmviWJHVz+svM16AfJv8VC2or9RyNBOqpKaDA0CGrwd8LgsmPHd+KdGP8/+TaQJiANhPR96+3k9O0B4C/fuPzSALETOjFoMAwyyxcv37m8DrI1yIT0LR+jQd4ybxlVFQ7yXd534i/fnvgGCS7/7ASQBvIN5RvRIMsX2em/xdrJB8lj59EgnTiWT3VCkAb61hW7Ncj07SANGSQ0CE/sLv/sBIMUYiexE3YCd+K5vFDMmO+3HFs+/z86MbLz7cTayfTNAeAu/zoRli8mNp0YNAjM9zzxavD69or9FNusyrLzOhF1IgwyGSRvGUgD4NLTwH7LNeiWDzoxWz5VFU/s4PKE9ODymO/T4MbukAbsBGgQExtBGlseOhF2ArLTmK+sygfpIA3ELpYv3jIZJEL6SePg0jzRv+Uu/8sXxA5IA28Zyxd8C+wExu6Y79npPNG53HD5QRoTO6NBgjT69knDrMpQzIvdFPtVFRM7/z9BGor9G+Se2AfpzPe4/Enj59sgDaoqli80KMQOfAuK/bLT7cTtxCjW8g23PGhQIC0U+4T00+CYz57Yd+IGCQYpExuxExoEmO+kAYMU3xLt5Lm8nthW9ZYPDDKdODox+RaL3ZHG08AbxCj2dSKJPb4luPwAANIA4PKy88buXP4gDQ7yIe0O8sz3VRXyLfItdgLg0p7YL99j50gDgxTyLfk2fAtj52rQB8nG7icWIC0MEpjv5vtIA4r9vgV8C28ZJxbt5KzKY8dC2rETj0awU9EgAeAO0szX7eRIA5YPWx51ItIAq+ql4e3kSAOQJmIniv1w2e3kVvUAACcWExsTGycW4PJw2YTUVtUU+5AmJjadGODyVvVq8E/s5vsaBMQOTgxP7C/fxu4u/zQo/z8gLfr2Y8dQzBTbY+fSAPkWIC06MZAGB+kB4BTbFPu3HFseuPxJ48z3NAi+BXwLqgoGCaQBpeFq0LLTB+nsJPhW3lKJHdPgmM8izdrJ59s88bET2CkTG8QOkAYO8hoEoyG3HJ74hNRd3vTtsvPEDr4lTiydGBvkXb4otmPHlg/eUhlko0HsBDXoatCLvTzRPPFoEIkdSAPM90L6uPx1ItFAaDDm+9rJG8RQzFbViv18K6pKGUTYCSjWubxDusbuTiz/PyAtBgku/1b1i90B4A7yYgeWD4T0keYH6fTt/x/eUrBTYift5EnDhLSsqlDMpAH5NgxSOjEgDbLzzNdq8PkWLR98C5Hm0+CR5gfpvgVbHgYpbxnT4JHGUMxC2p0YblmpajNIpAH61nG506C5vCHtbxnyLZYPiv0AAPINbzloUMs3XP4otu6ksrMizZAGQTreUtFAiv1jxxW7ScOK/etEJlbLN6QBxu4H6Z7Yd+Ky81z++vYo1mrQxu6DFGhQQHphZy0fScMVmy+farAb5LccLT91QvkW4PIH6RvkAADYKXwr2AlJ47nc9O2y86oKRyOjIRoEUMzgsmPH7eQZJHtryndhR3D5v8Xgsqyqfstc/uwkBikGCcz3dgIaBLcc5TuQJrLzpcEvv4vdhPQTG2855TtbHovdXb6/xTzRdgJhR+VbiT0aBBvkQtoizS/fLv9VFcsXDvIv36vqVvWjISZWyld1InDZ4LKfuDXI+vbsJMs3aDDm++fbL9+L3aQB+TYtP+wkmO9C2ufbXd5c/rccviVVFYvd7cSE1C/fQRr4VnVi5Tvg8mPHQ7rgsovdJxb5NkE6SANJ4xvkXd4gDdFAo0FbHgHgkcYizYTUGgTyLbc88i0H6ee7i71jx8QObllNbE5Miv080XfCcbmL3WIHLR91IrLzpeHG7rLzoyE6UZZPviWE1Maun7jayXYCli/RQFQ1KPZjxzXINcjm+3VCt1wgTTQIudyy037L9O0MEoMUBgmE1HfCq+oaBN4ydWLlW2InVtXgsmPHatBq8G8ZkCYGKVz+AeDG7iHtSAMGKWgwLR+K/U/s4PLZ6U/sAAAgDYMUxu4HyQ7SkeaxEzpRvWV1QqQBstPayRvE9M088ScWBinEDsbuPPFw+d8S8i1OLNgJ0+D61qvqFPsaBCcWLR9vGU/s2skizXfi8g3lOwVJRyMo9knjT+w88Q7yAAA0CL4F7eQO0sbuxA7yLUdDiT2WD/rWkcbM19npVvWxE04sNCikARTbQtq/5RoEkCYgLToR9O1j58z3vgVODJ0YExu+BefbQ7q/xavq5Rt8SwxS2CnM99PgpeGR5mPnnvh8CzoRGgSY71b1pAFoEGInkCZc/vrW4NL07dgJ+Ra+JXwrQRpW9X7Ld8L61lb1bxlOLAYpQRonFpYPiv134l3eavAu/7j8keaR5lb1xA5oMFs+2CmQBjXomM8bxFbVNAiwM6NBdSIh7Q7SDtIh7QwSiR3YCUL6SAMGCRoE7AQMEhMb3xIO8r/FzbdJw7Lz8i2WTzNIkCZ8Cwfp2snGzpjvxA6jIfINq+rT4H3rqgo0KHwrlg8H6V3eAeDt5EgDTiyjQbc8xA6Yzyi2cbnn29gJYidOLLccaBCQBp74FPtODPINYgcH6b/F2skH6bETbznRQL4lAACR5ovdntgb5DQIoyHYKfkWxu534gfp5vtoEPIN5vtP7H3r5vvYCfkWxC7yLRMbPPFdvrKzUMxC+jQo5TsMMrETQvp967/lmO92Ak4MBgnm+0njv+Vc/v8fxC6jIRoEudw80bncavCqChkkBil1IpAGAeBq0IvdXP46EbETqgq4/Ir9kAaqCgwSIA0U+w7yB+my03DZKPZbHjox2CmDFMz3q+rt5O3k4PKqCgwSgxTEDrLzv+X07ewEyxcMEub7B+n07UL6pAGDFEcjiR2qCrLzzNcizRTbiv2JHWInbxnSAC7/GgQo9mrwFPtIAzoRvgX07dnpDvI0CFUVVRUGCavq7eRW9Vz+xA5vGfkWbxlIAwHgzNd34or98g0gDWgQuPxC+jQIvgW+BaoKBgnEDnYCd+IU2zXokAZBGrccnRhW9QHg9O0o9kgDsRNBGkcj8g2/5ULakeakAQwSJxaxE2rwcNnZ6QAADBItH+UbQRqkAZ7YstMH6WgQWx4nFvINPPEB4KvqcPk0CLETxA6DFHwLB+kv333r2AlvGVUVsRNW9Xfi2emE9OwE3xI6EYMUYgft5AHgmO/EDkEaDBKqCvTtd+KY7+b7IA2DFHwLIA0aBL/lL9/G7sQOExuWD3wLPPEb5Fb1AAB8C98SNAi+BRT7SeMb5Pr2JxbRIFUVBgk16BTbT+ye+KoKnRjfEjoRSAN34l3eavBoEOUbVRV8CxvkcNk88aQBVRUtH98SkAb69rncXd5W9VUV0SCDFKoKq+ql4Sj2XP7sBE4MNAjyDSANhPQh7cz3TgzEDhoELv+R5hvkLv/YCaoKqgq+BcQODBJw+WrwavBc/kgDXP5IA4T0DvJIA0gDiv0U+8z3qgpvGUgDhPQo9uwEYgekAb4FmO+R5rLzmO8O8gAAqgp1IsQulg8O8qXhmO8u/6QBNAhq8GPnQvoU+0L6vgU0CCcWbxko9knjNehIAycWyxf5Fij27eQO8iHt2elC+qQBnRiQJqoKavDZ6bj8qgpiB04MDvK/5fr2zPdC+r4F2AkTGxkkLv/T4BTb4PJiBzQIJxbsBLj8IA1c/mrwxu707ZAGiR3YCbLz2ekU+04MfAuxE7j8T+xw+bLzmO8U+74FWx5OLHwLfetd3n3rQvqK/QYJXP5C+joRDBJIAy7/5vuQBmgQQvq/5b/lFPuqCk4MDBKkASj2vgXsBLLzmO/69k4MQRoaBCHthPTYCdgJXP5c/sbuT+zsBCANvgV2AkgDBgknFgAA7eSR5i7/7ATm+4r9nvjSAPkWyxd2ArLzxu7M92IHXP5P7ODyBgkgDTQIvgXM98z3qgp8C0L6Ie3G7i7/yxeWD/r2KPbSALj8KPYo9g7yiv2xE7ccDBKK/Q7yDvIu/+b7xu64/E4Mqgpc/vr2mO9c/icWWx7yDSHtXd4B4Ir93xIgDToROhH69r/lfetW9fINLR/LF6QB7eTT4E/sNAgTG3wLkAZiB+Dy2elq8DzxkAZBGuUbyxfsBLLzG+R34jzxhPTyDdEgIA1c/sz3q+rM99gJlg8MEtIAKPYh7X3rFPvm+8QORyPEDqQBzPcb5KvqXP6QBmgQYgcaBAAAKPZw+Wrw5vsnFjQILv+4/Nnp+vZODN8SgxQaBCj2avCR5k/sxu4AAHUiiR2DFDQIY+eR5sz3SAPEDqQBcPmK/Sj2iv24/JAGExs0CMz3Ie1W1TXoOhFiJ5YvsRNW9UnjVtXt5Cj2IA18K0Ea7ASe+Ofbxu7fEnUioyEo9lbVPNFd3mIHRyM6McQuiv253BTb4NKE9P8fxC6QJor9SeMb5KvqGgRODKoKIA1W9TzxXP488fr2yxe+JaMh5vuL3ULaudzM9/INiR2+JZAGDvKE9IvdY+eWD5AmviXm++fbd+Jq8E4M+RZVFQwSIe2L3X3rG+TM9xkkgjTyLeb7KNZC2qXh5vt8C7ET/x8aBODyVvWl4cbugxTsJBMbPPH61pHmcPmDFKMhnRixE5jvi92/5ULaavBbHt4yqipc/tPgd+JP7Fz+TgxVFcsXFPv07fTtL99q8C0fyzfYKcz3PNGE1DXo7ARVFUEatxx2AuDy4PLn20njDBIgLdgpkAbt5JHmq+qK/ZYPDBIMEnD5xu488ULaNej/H4k9bzk0CPrW9M2E1DzxgxS+Jdgp2Akh7SHtKNbt5Ikd+TaWL4r9atBW1XfiSAOjITQo/x8o9nDZi91W1ZjvIC0ZRFQ1iv1q0CjWSePSALcc5RuxE2rwAeDG7mPnLv+WL0E6GSQh7QfJzNcb5NIAWx5iJ74lcPmL3aXhKNYO8k4s/z86MZjvL7/g0qvq3xJoMKoqLR9q8JjP59v61p743jJbPk4smO+lweDSB+mqCjQooyGdGMz3d+LZ6S/fVvUMMm850SBj50O6+tay8/kWDDL/H8QOfeso1n3r7eQU+5YvbzmjIU/sv8Vd3ij2OhGQJlUV2AnG7hvkVvX07S7/IC0gLYMUG+QbxF3eXP63HJYvbxlc/hvk0+Ce+ODydgLyLXwrlg9J45HGG+SkAXUixC5VFRT7L98v31b1PPGkAcQuxC6xE0nj7cQb5KQBtxzELp0Y0gB34kLamO+/5Vz+VDX5NtEgT+wbxELaPPFoEKoqtxx8C8bui90H6V3ecPlUNSY2Wx7Z6b/FL9/M97ET8i1bHnwL9O253Kvq59vg8pYvJjb/H5jvIs016J74IA1HI7ETSAPZ6S/fVvX07Yr9xC4GKd8S2elQzCHtpAGWD+wkgxR2AtnpXd6E9DXoVvUGKcQuoyEo9n7Ld+Ke+LETqiqJHb4FSePg0pHmT+x2AlQ1yzctH33rAcAU27j8ExveMtEgNAh34vTNG+TZ6ZAG5TuJPVse2ekVu+DSDvInFss32Ck6ERvkfstJ45jvNAgmNvk2Exs16Oe7zNfm+28ZJja+JToRG+TtxOfbB+k0CJ04Ezv/Hw7yv8We2PTt2AnYKRkkDBJP7DzR7eQh7ewEgjTeMp0YB+ldvkLanvjfEgwyqipVFTXoUMyL3e3knviQJsQuRyPSACjWG+QO8nYCRyN1IjoRT+w80Rvk7eQU+4I00UB8K+DyVrU1yO3kYgdvOeU7Bimy81DML9934nD5NCjYKYkdsvORxovdcPmxE8s3DDJVFe3kG8Rw2aXhnvgmNi0/8i0AAEnDDtJj57j8GSTyLdEgcPme2KvqIe3g8uwkTiwtH+b77cRq0DXoXP5OLOU7OjE0CMzXstN+y3DZiR1bPrc8bxmy01DMudwO8tEgli80KEgDi90B4Lncq+oZJJ04OjF8C37Lv8WE1MbukCbRQBM7OhF34ufbUMxW1ToROjFvOcsX59uy03DZ4PJ1IlQ1li92AhTbXd5q0OfbExtbPkdDbxko1gfJNcjT4OUbiT11QoMUpeGL3VbVXd6xE/It8i2+BSLNVtVP7L4FOjFBOgYpcPnaybLT59v07f8fJjbeMgwSAeCe2EnjY+cGCbcc0SCxE8z3QvrG7jXo2AlbHuUbGgSl4WPnKPYO8gYJdSIgLVse4PJ34ijWhNTm+/8f8i2JHVz+KPbM9+3ksvODFL4lJxZq8F3eQto88UEaaDAGKXYCcNnM17/l4PLfEoI0VDWWD7/lFNsU25jvxA6JHeUb+vYv35jvkAY6EfkWdSItH3D5hNRQzITU5vujIToxIC2QBu3kv+VP7JjvpAHlG04sDBJq8BvkAeCy898S/x8TG3D5cNld3pjviv1BGgwy3jLfEknjVtU80RvkBglbHrccvgUH6fr2qgpIA9gJIA0gDVz+G+QH6fr2pAFVFcQO7AQu/yj2dgLSAKXhv+V2AqMhOjH5Flz+SeNW1WPnzPeqCssX8g00CJ74v+W4/LccfCvLF9np4NKE1Nnp3xItH7ccDBJ2AqQBDvJd3tnppAFBGv8fTgykAWrwNei4/GIHxA4GCZ74QvqY72Pn0gCjISY2kCae+LncstPn20L6qgqdGBMbOhGWD7j8d+IH6b4FLR+3HOb7v+UB4Nnp2AkTG3Uitxzm+6vqcNmE1Pr2oyFvOcQuuPye2HDZ2emqCjoRxA7YCYT0Qvq4/IT0NAj5FhMbVRU88Z7YcNlj59gJbxl1IqMhBglw+ZHmzNdq8DoR0SCjIXYCq+o16DzxBgloELETqgqY79npB+lP7E4MBimWL3UiQvqe2DzRAeAAAPIN+Rb5FuwESAMU+/Tt5vuqCpYPfAuy82PnIe3SACcWVRU6EZAG4PKy88buNei4/JYPyxedGL4FsvNq8LLziv1w+Vz+kAZIA9gJpAEo9uwEVRVVFQYJq+pw2dPgnvixEycWVRXfEr4FuPz07XfihPTYCWgQOhFiB7j8KPae+BoELv9c/i7/XP4GCS7/Ie0U+ycWkCYTG1b1L98U2wfpcPkaBOUbdSI6EQYJsvOl4fTtdgKdGMsXQvoH6TXoLv/EDmIHaBCWD9IAuPzZ6Yvd+vaxE3wrviXm+0nj59uY70gDGgSDFJYPiv1IA574PPFIA7ET0SAMEgfp+tYv38z3NAjYCf8fiR1IAxT72ekB4Cj2fAujIS0f+vYv37/lAACWD04MnRjyDX3rv+WR5mrw3xLsJKoqQRpP7DzRcNme+KoKTgy3HPkWuPwU+7Lz9O1IA98SExsMEr/lmM9J43wL0SBvGaMhOhF969npkebZ6XYCxA5bHhMb5vuR5k/svgV8C7j8Bgm+BTzxQvqe+Lj8DBL5Fm8ZfAs16FbVFNuK/WgQaBAZJG8Znvjg8gfpq+p2AiANgxTyDSHtL9+r6vINoyEnFm8Z0gBw2bnc7eTM9xMbviUZJN8SmO/n26Xh5vt8C+wEaBCQBg7yAAAaBEgDTgw0CL4FpAF9613e2em+BZ0YJxa3HMQOmO8O8jzxq+pC+nYC8g1BGmIHVvVW9dIAvgWK/RoEXP7G7hT7Lv8U+5AGIA0nFuUb0gBJ47ncfetC+ub7gxSJHcQOaBBc/mPnIe0O8i7/VRVODHD5mO/69pAGvgX5FoMUQvqe+KvqFNv07XYC0SBUNeUbVvXT4EnjDvL69gwS+RYAAL4FXP7g8tIAYgc6EVsedgIB4FbVT+wGCSAN0SDRIEgD0gAO8tPg9O369qoKoyHfEvr2T+y4/PIN0gC+BaQB9O2K/RT7mO8AANgJ+Ra+JZYPmO/n27/lKPZW9XwLJxYGCVUVqgoO8ij2VvVc/iANLv8h7U/sAABoENgJ3xLyDVb1XP4U+wfpPPGe+NgJdSJvGRoEhPT69p74xu5C+gAAzPdODIMUYge+BXYCYgexE1z+AeDT4BT7IA2+BU4MxA52ApYPxA5w+ZjvkeZq8PINVRViB6QB8g1oEOb74PLG7tnpSAPEDuwE7ATsBNgJ+RZODDzxNej69tIAnvgAANIAiv35FtEgIA0U+33rfeuK/aQBnvi4/N8SJxYaBFz+nvhq8AAAfAvSAMz3DvLm+50YWx7sBJ74AAAAADzxPPE88bLz8g1bHkEa2AnM95jv+vYu/7LznviWDycW2AkAAODy9O12AoMU3xLm++3k0+AU+/kW3xLEDicWkAbG7jXo7eQh7aoKtxyJHcQOzPcH6X3r7ARiBwYJsRPsBGrwq+pj5+DyJxZiJzQo3xL07XDZzNf07XYCDBJ8K1sevgXM9xvkAeAU+6oKVRXfErj8KPaY7xT7dgLsBOUbVRUU+w7yAeAv3y7/JxbsJIkdvgVW9ZHmfetq8Dzx3xITG2gQTgw88dPgcPnYCYMUlg+e+A7yB+lq8Ir9vgUZJDQoIA0U+/rWY8fZ6SANNCgGKZYPXP5q8PTtavCY75YPyxfsBKQB2enn29IALR/yLaMhQvob5ODScNlW9QYJ8i2CNCcWpAEo1r/F9O3LFwwy0SCY78zXcNme+P8f2CkgLWIHzNee2ITUSeO3HFs+QTo6ES/fhNSL3YT08g0MErccxA7g8rj84PK/5QAALR++JSANkebn2xvknviDFOUbYidVFU/sB+kB4HDZGgR8K1Q1QRpj5/rWG+Qu//kW+RYMEnYCfevM92rwSeNiB2InDDKdGL/latCe2Cj2sROjITQoDBL07SHtv+Uv32IHRyOQJk4MG+Rd3qvqYge3HEEaVRXSANnpxu6/5V3efAtoMAwylg/T4CjWAeC4/CcWLR9HI6oKfesh7QHgQto0CGgwgjRoELncDtKR5uwE5RtBGp0YAADG7ij2keYU2+wEfCtoMCcWNeie2NPgKPZoEIkddSKqCk/sDvJJ4xTbYgc6Mcs3gxSL3drJntj69rccIC2qKvINB+mR5kLaKNaqCt4ytzydGIvdatC53Fb1nRh1InUifAt968bui93M1zoRQTpBOk4MPNE80XfiXP6JHWIn7CQaBHfiavBj54vd8g1oMJ04IA2E1LLTNehIA7ccWx51ImIH0+AH6S/fi91VFS0/R0PfEsbOG8RW1RT7oyF8K3wrxA7t5L/lntie2N8SnTjlO5YPDtLayaXhpAG+JdgpLR92Ai/f7eTT4NPgnRhvOWgwfAuy07LTq+oaBNEgtxyWD3D50+Bq8GrwT+zLFzoxviWQBrLTmM9j574FviWjIVUVpAE16MbuG+Qv34MUgjQ0KAAAPNGy04T03xJOLP8f7AQ16ELaavAO8lb10SBUNf8fFPv0zVbVDvJ8C74lWx7YCTzxd+L69ij24PLlG6oqExuy8zXIVtX69gwSli98K7ETsvP61tPgAeCR5tEg5TuWL9gJstNW1avq0gC3HIkdOhHm+xvk9O3Z6e3k5RtbPpYvGgQHyZHGSeMu/5AmDDJiJzQIpeGL3czXQtonFm85li+WD1bVstOY73YC/x/RIMQOzPcv39np2ekH6eUbVDUGKSANKNZW1SHtcPnLFxMbsRN2AiHthPRP7NPglg8GKaMhNAhw2YvdsvPSAEEaiR0nFnYCAeAb5Enjv+VBGoI0TizyDZ7Ynth963D5bxmJHd8SuPwB4H3rxu488XUiVDUZJFz+B8lQzNnppAE0KCAt/x9IAxTbd+K/5e3kJxZUNU4s2AnGzvTNIe1IAzQo8i2dGCj2xs5C2qvqVvViJ/8/BikAAJHGkcaY70gD7CSqKp0Yiv1C2gHg+va4/C0fli+DFJ74xs6y04r9lg+jIb4l8g0U+6XhkeYO8mrwsRN8K+UbYgeR5l3eKPa4/HwLbxk6EdIAxu7G7vr2KPYnFtgpJxbm+57Y4NKy8wYJbxmQJp0Y5vu/5avqDvJW9WgQGSRVFRT70+Dn2xT7aBDlGy0fqgpP7OfbB+n69tIA5RuWL1se5vvM1yLNq+qQBhMb2CmJHUL6d+Kl4SHtQvrLF5YvtxwU+7LT2slP7CAN7CTeMi0fzPcU23DZpeEO8p0YgjSQJmIHd+Jq0Afp5vsMEtgpdSIu/6Xh0+AH6eDyJxYMMuwk0gAo1vTNIe1iB8sXfCvRIFz+i93T4Dzx+vbyDYkdbxkGCavqd+LM95AGaBCxE3wLQvpP7Mz3uPz69qQBaBDfEmgQFPtq8ODyPPGK/SANJxbyDdIAXP5q8F3esvODFP8fQRpw+TXoY+fG7k4MYidHI3YCd+Ib5Nnp9O18Cxkk0SDyDcbuY+f07Zjv0gCDFOUbYgeE9Fb1mO+/5Yr9ExvRIAwSmO+/5TXoT+waBFse7CSWD7LzavA16OfbVvUMEuwk/x/SACHtY+dJ4/r2sRPRIPkWQvpq8DXoL9+K/YkdviW3HIT0i9253O3kYge+JaoqDBL07WPnfevt5HYCyxeDFDoRKPb07eDysvM0CMsXVRV2AqvqIe1W9WrwNAhBGvkWxA7g8n3ravD07S7/xA7LF2gQFPtW9Tzx9O2QBt8SqgqQBoT0mO+y83D5TgwnFgwSdgJq8A7y4PI88TQIOhFODHwLFPsO8uDyVvUaBCAN2AkAAPr2uPyK/cz3kAYGCS7/SAOK/UL6KPaE9KQBfAtODOwELv9c/ij2q+q4/KoKNAjEDkgDcPng8g7y0gCqCqoKdgK4/BT74PLG7mIHgxQ0CL4Fiv0U+8z3xu5C+pAGqgo0CNIAkAakAcbu+vYAANIABgmkAXYC0gAo9nD5iv00CE4MXP64/HD5mO+4/OwEkAbyDUgDuPye+Dzx5vu4/EgDTgzsBL4FFPv07RT7SAO+BfINpAFw+bLzfesU+9gJnRidGAAAsvOr6knjcPnYCVUVtxzsBLLzxu6r6p747ASxE0EaNAhW9WPnG+SK/WgQnRgtH6QBq+pJ47/liv1oEIkd5Ru+BeDyY+el4Z74fAuDFLccGgT07X3rxu4u/yANJxaDFEgDhPQH6dPgnvhODG8ZGSSqCiHt7eSR5nD5TgyxE4MUGgSe+Grw9O1c/jQIqgoMEi7/DvIO8lb1GgSqCvINBgnM9w7yhPQo9kgDkAY0CJYPuPxq8A7yuPxoECANkAaK/SHtmO/69lz+8g3yDU4Mlg9w+TXo7eSY73wLJxYTG2gQ4PKR5jXoDvLyDcsXgxTEDmrwAeBJ4/r2yxctHxMbYgcH6aXh2emE9KoKgxRVFVUVFPsH6ZHmmO+QBsQO3xJ8C+DyavAo9kL62Al8C9gJTgxW9dnp9O369qoKlg8MEqoKhPRq8Fb1KPbSAAAA7AQ6ES7/KPbM9/r20gDSAL4F2Anm+xT75vtW9Vz+dgIGCYMULv8O8mrwIe2K/dgJ3xKxE7j8VvWE9DzxLv/sBHwLJxZw+Qfp9O2E9HwLJxYnFk4MIe0b5E/shPTEDt8SOhGDFODypeEH6Q7y8g35FgwSqgrG7jXoavCe+GgQaBBODCANxu5J433rhPTfEssXlg+QBvTtfeuE9Cj22AmqCgYJDBJw+cbuxu7G7r4F8g3yDSANnvg88TzxPPFiB5YPxA7fEsz3q+pP7MbuBgnfErETIA2y833r4PJC+qoKTgw0CNgJVvVP7LLz5vs6EToRqgrSACHtq+pW9RoEsRM6ETQIvgVq8GPnmO9c/icWJxbYCYr9fevZ6cz3NAjLFwwSXP7M9yHtT+xC+pAGbxnLF74FKPZj59npnvg0CCcW3xLsBEL6fes16Pr2BgnLF7ETdgLg8mPnfesAAAwSbxnEDkL6PPE16CHtLv/yDZ0YIA2K/eDy9O0O8or9qgrfEjQIFPtC+uDy4PLm+wYJsRPYCbj8VvUO8sz3iv00CJYPBgku/1z+KPbg8lb1XP5oEMQO7AS4/Pr2VvX69gAAqgrYCewESAPm+1b1svMU+8QOOhEGCYr9PPGY71b1GgSxE1UVBgmK/U/sY+cO8qQBExvlG6oKKPaR5jXozPd8C28ZsRPSACj2q+pP7Lj82AnlGycWAADG7pHmxu6K/SANyxdoEAAAnviY72rw5vtIA98S3xIaBCj2T+wo9nYC2AmWD9gJLv9C+jzxDvLm+xoE3xKxE5AGzPer6mrw5vuQBgwSIA12Aub7avA88RT7GgQMEmgQdgL69tnpPPFc/qoK+RaWD9IAnvj07cbuzPekAd8SgxTYCeb79O1q8Mz3pAFoEMQOkAbSAGrw9O2E9Fz+3xL5Fk4MuPzZ6Qfp4PJIAycWJxY0CFz+fevZ6Sj20gBoEDoR2AmK/ZjvmO9w+b4F3xLEDhoE5vsh7U/szPdIAzoRaBDYCdIAavCr6g7ydgKDFIMUYgeK/fTtfevM974FJxYMEhoEnvh96/TtcPnYCW8ZsRN2Asz3T+zG7kL6GgQMEjoRYgdc/jzxDvLM96QBOhE6EZAGiv307Zjv5vvsBAwSlg/sBIr9xu7G7sz30gCWD8QOYgcAADzxDvK4/NIABgkGCUgDpAGE9ODynvgAAPINTgxIA1z+avD07RT7dgIgDSANvgXSAODymO/69lz+8g3yDUgDXP7g8g7yXP4aBCANTgzSAOb7PPFq8BT7dgJoEGgQSAPm+/TtIe1c/jQIlg9ODC7/5vuy81b10gCQBvINYgdC+sz3svPM92IHBgl8C74F5vuK/XD5cPku/1z+NAhiB9IA0gDm++b7pAHSAHYCSAMAAEgDiv0u/6QBXP6kAUgDdgK+Beb7cPmkAaQBSAOkAdIAvgV2AgAAXP7M91z+AAB2AtgJdgKK/QAAiv0u/y7/Lv/sBHYC0gAu/xT70gB2Alz+7ARc/or9SAMAAFz+5vvm+6QBpAHsBJAGLv+K/eb7Qvpc/i7/XP7sBHYC0gAu/7j8pAHSAAAA0gDm+1z+Lv9c/hoEdgJ2Ar4FLv8U++b7iv1IAxoESAN2Arj8iv1c/gAAvgVIA3YCGgTm+8z3QvrSAKoKqgrsBAAAzPfM95745vuQBmIHBgk0COb7hPSE9EL6BgkgDXwLdgJW9Q7ysvPm+6oK8g3EDjQIKPZ96yHtQvpODAwSlg+QBij2mO+Y7574vgWqCvINTgyK/Q7yxu6e+AYJxA7yDewE+vZq8GrwQvpiB3wLlg9ODLj8xu7Z6fr2BgmWD/IN7ATM9+DyKPYu/xoEGgRiB2IHXP6y85jvcPk0CKoKqgoaBLj8KPbg8nD5AADsBKoKTgwaBCj29O1W9ewETgxODOwEQvrg8uDyuPyQBjQIfAuqCor9DvL07Z74qgpoEMQOvgWe+LLzhPTm+2IH2AnYCTQIiv2y8zzxFPsgDZYPTgxIA1b1PPEO8hT7fAvyDU4MNAgU+5jvmO8U+6oKlg+qCqQBhPSy8yj2XP58C9gJYgcAAMz34PIO8or9IA3EDqoK0gBW9eDyVvVc/gYJNAhiB0gDFPvM9yj2XP4GCQYJGgQAAHD5zPdw+QAAYgdiB2IHvgVc/vr24PKe+JAGqgo0CBoEiv2e+Fb1FPu+BZAGvgXsBIr9zPf69ub7NAjYCWIHSAMU+yj2hPRC+kgDNAg0CGIHLv/69uDyKPbsBNgJNAgaBBT7VvXg8kL6NAiqCjQISAOe+ODyDvJC+qoKxA7YCXYCnvjg8rLzFPsGCaoKvgVIAxT7+vYo9rj8NAh8C5AGdgJw+Vb1KPa4/GIH2Am+BXYCuPzM9/r2FPtiB9gJ7AR2Aub7zPee+Lj87ARiB0gD0gDm+574zPdc/jQIqgq+BaQBFPtW9Vb1uPy+BaoKvgV2Aub7+vbM94r9YgcGCewEdgK4/Cj2VvXm+zQIqgq+BUgDuPz69oT0cPm+BXwLBgnsBIr9KPay8574vgUgDdgJpAGe+IT0VvXm+wYJxA6qCkgDnvjg8oT05vuQBnwLfAvsBEL6svNW9eb7kAbYCWIH7AS4/Cj2VvXm+xoENAg0CJAGiv2E9A7yQvo0CE4MBgm+BYr9VvXg8kL6vgXYCTQISANc/vr2VvXm+2IHBgnsBHYCiv1w+Z74uPy+BWIHGgTSAFz+FPvM9+b7dgKQBuwEGgSkAYr9QvpC+gAASAMaBEgD0gC4/J745vt2ApAGvgUaBNIAiv1w+UL6iv2kAewEkAbsBC7/cPlC+gAASAPsBL4FSANc/p74cPku/xoEkAa+BXYCuPwo9nD5dgJiBzQI7ASkAbj8zPdC+gAASAO+BUgDAAC4/J74FPukAb4FkAYaBIr9QvrM9xT70gBIA5AGSAOK/XD5+vbm+xoE7ATsBHYC5vtw+Z74iv1IA3YCpAEu/xT7cPlw+S7/kAa+BRoEAABC+p74nvhc/uwESAN2Ai7/FPsU+xT7Lv/sBBoEpAFc/kL6Qvq4/NIA7ASkAdIALv+4/Ob7FPsu/xoEGgQaBHYCXP7m+xT7XP52AqQBpAHSAIr9iv2K/QAAGgR2AnYC0gCK/eb7FPtc/uwE7ARIA9IA5vvm++b7Lv++BRoESAOkAeb75vu4/NIAvgVIAwAAuPxC+rj8XP7SAJAGGgTSANIA5vtC+hT7iv3sBBoEdgIAAOb75vu4/Fz+7ARIA9IAAADm+7j8iv0u/+wESAPSAFz+Qvrm+y7/0gCQBkgDAADSALj8iv24/Ir9dgKkAaQB0gC4/Fz+Lv+kAewE0gCK/QAAuPxc/lz+AADsBEgDAAAu/0L65vu4/NIAYgdIA1z+XP6K/S7/AADSAEgDAACK/Vz+5vtc/qQBSAOQBtIA5vuK/Vz+0gDSAAAAdgIAAC7/AABc/i7/0gCkAUgD0gC4/Fz+XP4AAKQB0gCkAdIA0gDSAIr95vtc/nYC7ASkAS7/0gCkAQAALv8u/y7/Lv8AAKQBpAEAAFz+Lv92AgAALv8AAKQBAACK/Yr9Lv/SAHYCGgSkAYr9Qvq4/KQBpAEAANIA0gAu/4r9iv1c/gAA0gCkAQAAiv2K/QAASAOkAS7/XP4u/y7/Lv8u/1z+XP4AAHYCdgLSALj8iv0u/y7/Lv+kAUgDdgIAAIr9uPy4/C7/SANIA9IAuPy4/AAAAADSAHYCdgJ2Aor9cPkU+1z+dgLsBBoEpAG4/BT7Lv8AAKQBdgIAANIAXP7m+y7/AABIAxoEAAAu/+b75vvSAAAAdgJIA6QBpAEu/+b7uPy4/AAAdgKkAaQBLv+K/S7/Lv+kAUgD0gCkAS7/iv2K/bj80gAaBHYCSANc/rj8Lv+4/C7/pAGkARoEpAEu/4r9FPtc/qQBdgJIAy7/iv0AAIr90gCkAaQBSAMAAIr9uPxC+lz+0gB2ApAGdgIAAAAA5vu4/Fz+AAAaBHYC0gBc/rj8Lv+kAdIASAMAAFz+Lv+K/Vz+0gCkAewESAMu/7j8Qvrm+1z+0gAaBEgD0gDSAFz+iv0u/9IAdgLSAFz+5vvm+1z+pAEaBL4FdgKK/bj8FPsU+4r9dgI0CJAGpAG4/J74QvqK/aQB7ARIAwAALv+4/Ir9XP52AmIH7AQu/0L6+vYU+wAA7ATYCb4F0gCK/XD5cPkU+wAAYgeQBqQB5vtw+bj8AAAaBL4FpAG4/Ob7Qvq4/AAAGgQGCZAGAABw+Sj2FPtc/nYCvgVIA9IALv+4/Lj8XP4AABoESAMu/xT7QvqK/aQB7ASQBtIAuPy4/BT7uPxc/qQBvgW+BaQBuPxC+rj8AACkAXYCLv+K/QAAAADSAKQBpAEaBKQBuPxw+UL6XP5IAxoE7ATSAC7/AACK/bj8XP7SAEgDpAGK/eb75vvSAOwEGgR2Aor95vtc/or9Lv+kAXYC7AR2Aor95vsU+4r9pAGkAUgDAAAu/6QBAAAAANIApAFIA9IA5vsU++b7AADsBL4FvgUAAOb7iv3m+1z+pAFIA74FpAG4/Ob7uPzSAOwESAOkAYr9Qvq4/Fz+dgKQBpAGvgUu/574+vZw+dIAYgeQBhoEXP4U+4r9Lv+kAUgDSAN2Alz+QvoU+1z+GgRiB5AGSAOK/XD5Qvq4/NIASAO+BWIHSAO4/J74QvoAABoE7ARIA1z+5vtc/lz+dgK+Bb4F7ARc/p74zPcU+3YCYgdiB74FLv/m+7j85vsAAHYCGgTsBNIAuPwU+7j8pAG+BewEdgKK/UL65vu4/KQBvgWQBpAG0gAU+/r2+vaK/RoEkAZiB3YCXP6K/eb7XP7SAHYC7ASkAbj8QvpC+gAAvgViB5AG0gBC+nD5cPlc/kgDvgU0COwEXP5w+cz3iv2kARoE7ATSALj85vvm+wAA7AS+BewEAABC+vr2nvgu/74FNAhiB6QBuPxw+Z74uPx2AuwEvgV2Aor9Qvrm+y7/GgTsBEgDLv9C+kL65vukAZAGYgeQBtIAFPvM9574iv1IA+wEvgVIA1z+uPzm+1z+dgJIA0gD0gCK/eb7FPsAABoE7AS+BXYCiv0U+5745vukAewEYgfsBAAA5vtw+eb7AAB2AuwEGgQAAIr9FPu4/HYC7AQ0COwEXP6e+Pr2FPukAb4FBgliB6QB5vvM9574Lv8aBAYJkAbSABT7cPnm+6QB7ASQBhoEXP5C+sz3FPt2AgYJfAtiB1z++vYo9nD50gCQBgYJkAbSAOb7cPkU+6QBvgViBxoEiv2e+HD5iv12ApAGNAjsBC7/QvrM90L6AAC+BTQIYgcAABT7cPnm+y7/dgLsBBoEAACK/UL6FPsAAL4FBgmQBi7/QvrM90L6Lv8aBAYJNAh2Aor9nvjM97j8dgI0CGIH0gC4/HD5FPsu/0gDkAbsBAAA5vue+HD5Lv/sBKoKNAjSABT7zPee+Ir9pAFiB5AGdgJc/kL6QvqK/UgDBgmQBgAAQvqe+BT7Lv++BdgJYgekART7+vbM97j8GgTYCQYJdgLm+3D5QvqK/XYCYge+BXYCuPxC+hT7Lv/sBAYJYgfSAHD5zPdC+i7/vgUGCWIHdgLm+3D5Qvq4/HYCkAaQBtIAuPwU+7j8AAAaBOwE7AQAABT7cPlC+lz+7AQ0CGIHpAEU+3D5cPlc/nYC7AS+BXYCXP7m+0L6iv1IA74F7AQAABT7QvoU+y7/GgS+BZAGdgKK/UL6nvjm+3YCkAZiB3YCiv3m+xT7iv2kARoE7ATSALj8FPtC+lz+GgRiB5AG0gBC+nD5Qvpc/hoEYge+BXYCiv0U+3D5uPykAb4FvgXSAIr9uPzm+1z+dgIaBBoEpAFc/hT7cPm4/KQBYgdiB0gDXP7m+0L6FPsAAEgD7ARIA9IAXP5C+ub70gDsBJAGdgKK/eb7Qvq4/KQB7ASQBkgD0gCK/XD5QvoAAOwEkAZIA1z+uPzm+4r9AAB2AuwEpAEu/4r9Qvq4/KQBvgViB0gDXP7m+0L65vvSAOwEkAYaBAAAuPye+EL60gC+BTQISANc/hT7cPkU+6QB7ARiBxoELv8U+8z3QvrSAJAGNAhIA4r9Qvpw+eb70gAaBOwESAMu/+b7nvgU+9IAvgViB0gDiv0U+3D55vvSABoEvgVIAy7/5vue+BT7AAC+BWIHGgRc/hT7cPkU+wAAGgSQBuwEAAC4/J74Qvou/+wENAjsBAAA5vtw+UL6Lv8aBJAGGgTSALj8nvhw+QAAvgU0COwEAADm+574Qvou/xoEkAa+BaQBiv2e+HD5iv3sBDQIvgXSALj8nvhw+Vz+GgRiB+wE0gDm+8z3zPdc/uwE2AmQBtIAuPzM9574iv1IA2IHvgWkAYr9nvhw+Vz+GgQ0CL4F0gDm+574nviK/UgDNAiQBqQBuPye+J74iv1IAzQIkAakAYr9cPlw+Yr9dgK+BewEpAFc/kL6nviK/UgDYgeQBqQBiv1w+Z74iv2kAZAGvgWkAVz+Qvqe+Lj8dgJiB74FpAGK/UL6QvqK/XYCvgW+BaQBiv1C+p74uPx2AmIHkAZ2Arj8cPme+Lj8dgKQBr4FpAGK/UL6cPmK/UgDYgeQBqQBuPxw+XD5XP4aBJAGvgWkAVz+cPme+Lj8dgJiB5AGdgJc/kL6cPm4/HYCvgXsBHYCXP5C+nD5uPx2AmIHkAZ2Alz+cPme+Lj8pAG+Bb4FdgIu/xT7cPkU+wAAvgW+BUgDAAAU+0L65vvSABoE7ARIAwAAFPtw+eb7AAC+BZAGSAMAABT7cPkU+1z+SAPsBOwEdgKK/XD5cPlc/hoEvgXsBNIA5vtw+RT7Lv92AuwEGgTSAOb7zPdw+S7/7ASQBuwEpAHm+574QvqK/aQB7ATsBEgDiv1w+Z74iv0aBJAG7ASkAeb7nvhC+or9SAOQBpAGSAO4/Mz3zPe4/EgDYgeQBqQBuPye+EL6iv2kAewE7AR2Alz+cPlC+lz+GgSQBr4FpAG4/J74cPmK/XYCkAZiBxoEiv1w+cz3uPxIA5AGvgWkAbj8nvhC+lz+SAPsBL4FdgK4/HD5cPlc/hoEkAbsBKQBuPxw+UL6iv3SABoEvgVIA1z+Qvpw+bj8pAHsBL4FdgKK/XD5QvqK/dIA7AS+BRoEXP5w+Z745vukAb4FvgUaBFz+QvpC+or90gAaBJAGGgRc/nD5nviK/UgDkAa+BXYCuPye+HD5iv2kAewEkAZIA1z+nvie+Lj8SAO+Bb4FdgK4/EL6Qvpc/qQBGgS+BXYCuPye+J74Lv9IA5AG7ATSALj8QvpC+i7/dgLsBL4FdgKK/UL6cPlc/hoEvgUaBNIAuPxw+RT7Lv92AuwEkAZ2Alz+cPlw+Vz+dgLsBOwEdgJc/hT7FPtc/qQBGgS+BXYCLv8U+3D5XP52Ar4F7ASkAYr9QvoU+1z+pAHsBJAGdgJc/nD5cPlc/nYC7ATsBNIAiv0U++b7Lv+kARoE7ATSAIr9QvoU+wAASAPsBBoEAAC4/BT75vtc/gAASAMaBHYCLv+4/Ob7Lv/SAHYCpAEAAC7/XP6K/QAA0gB2AkgD0gBc/rj85vsu/6QBdgJIA9IAAACK/bj8iv0u/9IASAN2AtIAXP64/C7/0gB2AnYCpAEAALj8uPyK/QAAdgK+BUgD0gC4/EL65vsu/3YCGgRIA6QBXP64/Lj8iv3SABoEGgTSAIr9FPuK/dIAGgTsBHYCLv/m+xT7uPwu/3YCvgXsBNIAuPxC+ub7AABIAxoEdgIAAIr95vuK/QAAdgLsBHYCLv/m+0L6iv2kARoEvgVIAwAA5vtC+rj8Lv92AuwESAPSAIr9FPuK/QAAdgIaBHYCLv+4/Ob7XP7SAEgDvgV2Ai7/5vtC+rj80gBIAxoESAMAAIr95vuK/S7/pAEaBHYCAACK/eb7iv3SAEgD7AR2Ai7/uPwU++b7Lv92Ar4F7ASkAYr9Qvrm+y7/pAEaBEgD0gBc/ub7uPxc/qQBGgRIA9IAiv0U+7j8AAB2AuwEGgTSAFz+5vsU+4r9pAEaBBoEpAEu/+b7uPxc/qQBGgRIA9IAiv3m+4r9Lv+kAb4FGgTSAIr9FPvm+y7/dgLsBBoE0gBc/hT7uPxc/qQBGgRIA9IAiv3m+4r9AABIA+wESAMAALj8FPvm+1z+pAHsBBoEdgJc/hT75vuK/dIAGgQaBKQBXP7m++b7XP7SAOwE7ASkAYr9QvoU+1z+pAHsBOwEpAFc/hT7FPuK/dIA7AQaBKQBXP4U++b7Lv+kARoEGgTSAIr95vvm+1z+pAHsBBoE0gBc/ub75vtc/tIAGgTsBKQBLv+4/Lj8XP7SABoEGgTSAC7/5vu4/C7/pAEaBBoEpAFc/ub7uPxc/tIAGgQaBHYCLv+4/Lj8XP7SAHYCSAOkAS7/iv2K/S7/0gBIAxoEpAEu/7j85vtc/tIAGgQaBHYCLv+K/eb7iv0u/0gDGgR2AgAAiv24/Fz+0gB2AkgDpAEu/4r9uPyK/QAASAPsBEgDAACK/eb7iv0u/3YCSAN2AtIAXP64/Ir9Lv92AkgDpAEAAIr9iv1c/gAAdgJIA3YC0gBc/rj8uPxc/qQBGgRIA6QBLv+K/Yr9Lv/SAHYCdgKkAS7/iv2K/S7/pAFIA3YC0gBc/rj8iv0u/6QBSAMaBHYCLv+4/Lj8iv2kAXYCdgKkAS7/XP5c/gAApAFIA3YC0gAu/4r9uPxc/qQBGgQaBHYCLv+K/bj8iv0u/3YCGgR2AtIAXP64/Ir9AAB2AkgDdgIAAIr9uPyK/QAASAPsBHYCAAC4/BT75vsAAEgD7AQaBNIAXP64/Lj8Lv+kAUgDdgIAAIr95vuK/QAAGgTsBHYCLv+4/Ob7uPwAAEgD7AQaBNIAiv0U++b7XP52AhoEGgTSAFz+uPy4/Fz+dgLsBEgDAACK/eb75vsAAHYC7AQaBKQBXP7m++b7XP6kARoEGgR2Ai7/5vvm+1z+pAHsBBoEpAFc/hT75vtc/nYCvgUaBKQBiv1C+hT7XP52AuwEGgRIAy7/uPzm+4r9pAEaBEgDpAEu/7j85vtc/nYC7ATsBKQBXP4U+xT7iv12Ar4F7ASkAVz+5vsU+4r9pAEaBBoEdgIu/7j8uPwu/3YC7AQaBNIAXP4U++b7Lv92AuwE7ASkAVz+5vvm+4r9pAEaBEgD0gAu/4r9uPwu/6QBGgR2AgAAXP64/Ir9AAB2AuwESAPSAFz+uPy4/Fz+pAEaBEgDdgIAAIr9uPxc/qQBdgJ2AtIAXP6K/Yr9AACkAUgDSAPSAFz+uPy4/Fz+0gBIA0gDpAEAALj8uPyK/dIAdgJIA3YCAABc/or9XP6kAUgDdgLSAFz+iv24/C7/pAFIAxoEpAEAALj8uPyK/dIASANIA6QBAACK/bj8XP7SAHYCSAOkAQAAiv24/C7/pAEaBBoEpAEu/7j85vuK/QAAdgIaBEgD0gBc/rj8iv0AAHYCSAOkAQAAXP6K/Yr9AAB2AkgDdgIAAIr9uPyK/QAAdgJIA6QBpAEu/7j8iv1c/tIAdgJ2AqQBAABc/lz+Lv/SAKQB0gCkAQAAiv2K/S7/0gBIA0gDpAEu/7j8uPxc/tIASAN2AqQBAACK/bj8iv0AAHYCdgKkAQAAiv2K/Vz+0gB2AnYCpAEAALj8uPyK/QAASAMaBHYCLv+4/Lj8XP4AAHYCdgJ2AgAAiv2K/Vz+0gB2AkgDpAEu/4r9uPxc/tIASANIA3YCLv+4/Ob7iv3SAEgDSAN2AgAAuPy4/Fz+pAF2AnYCpAEu/4r9uPxc/tIASANIA6QBLv/m+7j8XP6kAUgDGgSkAS7/uPy4/Fz+pAEaBEgDpAFc/rj8uPwu/6QBSAN2AtIAXP6K/Yr9Lv+kAUgDdgLSAFz+iv1c/i7/pAF2AqQB0gAu/4r9XP4u/9IAdgJ2AgAAXP6K/Vz+Lv+kAXYCpAHSAFz+iv1c/i7/0gB2AnYC0gAu/4r9XP4AAKQBdgKkAQAAXP64/Ir9Lv+kAXYCdgIAAFz+uPyK/S7/pAF2AnYC0gAu/4r9iv1c/tIApAF2AtIALv+K/Yr9XP7SAHYCpAGkAS7/iv24/Fz+pAF2AnYCpAEu/7j8uPxc/tIAdgJ2AtIAXP6K/Yr9XP7SAHYCdgLSAC7/iv2K/Vz+0gB2AnYCpAEu/4r9iv1c/tIApAFIA6QBAABc/or9iv3SAKQBdgKkAS7/iv24/Ir9AAB2AnYCpAEu/4r95vuK/QAAdgJIA6QBLv+K/bj8iv3SAHYCSAOkAQAAiv3m+4r9AACkAUgDpAEAAIr95vuK/QAAdgJIA3YCLv+K/bj8iv0AAHYCSAN2AgAAiv3m+7j8AAB2AkgDdgIAAIr9uPyK/QAAdgJIA3YCAACK/bj8iv0AAHYCSAOkAdIAXP6K/Yr9AACkAXYCpAHSAFz+iv2K/S7/pAFIA3YC0gCK/bj8uPwAAKQBdgKkAdIAXP6K/Yr9Lv+kAXYCdgLSAC7/iv1c/i7/0gCkAaQBAAAu/4r9iv1c/tIApAF2AtIAAACK/Yr9XP7SAKQBdgLSAAAAXP6K/Vz+AACkAXYC0gAAAFz+iv0u/9IApAGkAaQBLv+K/Vz+Lv/SAHYCdgLSAC7/iv2K/S7/0gCkAaQB0gAAAIr9XP5c/tIAdgKkAdIAXP6K/Yr9AADSAKQBdgLSAC7/iv2K/S7/0gB2AnYC0gAu/4r9iv1c/tIApAGkAdIALv+K/Yr9Lv+kAXYCpAHSAC7/iv1c/lz+AACkAaQB0gAu/1z+XP4u/9IApAGkAdIALv9c/or9XP4AAKQBdgLSAFz+iv2K/S7/0gB2AqQB0gAu/4r9iv0u/9IApAF2AtIAXP6K/bj8XP7SAHYCpAHSAFz+iv2K/S7/0gCkAXYC0gBc/or9iv1c/gAAdgJ2AtIALv+K/bj8Lv8AAHYCdgLSAFz+iv24/Fz+0gB2AnYCpAEu/4r9uPxc/tIAdgJ2AqQBLv+K/bj8XP7SAEgDSAOkAS7/uPy4/Ir90gB2AkgDpAEu/4r9uPyK/QAASANIA6QBLv+K/bj8XP4AAHYCSAOkAS7/uPy4/Fz+0gB2AnYCpAEAAIr9iv2K/QAAdgJIA6QBLv+K/bj8XP7SAHYCdgLSAFz+uPy4/Fz+0gBIA3YCAABc/rj8iv0u/6QBdgJ2AgAAXP6K/Yr9Lv+kAXYCpAEAAC7/XP5c/i7/0gCkAaQB0gAu/1z+XP4u/9IApAHSANIAAABc/lz+Lv8AAKQB0gDSAAAALv9c/lz+AADSANIAAAAAAC7/XP4u/wAApAHSANIAAAAu/1z+XP4u/9IApAHSAAAALv9c/lz+Lv/SAKQB0gAAAC7/iv1c/i7/0gDSAKQBAAAu/1z+XP4u/9IApAGkAQAAXP6K/Vz+Lv+kAaQB0gAAAFz+XP5c/i7/0gCkAaQB0gBc/or9XP4AAKQBpAHSAAAAXP6K/Vz+AACkAaQB0gAAAFz+iv1c/tIApAGkAdIALv9c/or9Lv8AAKQBdgKkAS7/XP5c/lz+AADSAKQB0gAu/1z+XP4u/wAA0gDSANIAAAAu/1z+Lv8AANIA0gDSAC7/XP5c/i7/AADSAKQB0gAAAFz+XP4u/9IApAHSAAAAAAAu/1z+Lv8u/wAA0gDSAAAALv9c/i7/AACkAaQB0gAAAC7/XP4u/wAAAADSANIA0gAu/1z+XP4AANIApAHSAAAALv8u/y7/Lv8AAKQB0gAAAC7/XP4u/wAA0gCkAdIAAAAu/y7/Lv8AAAAA0gDSANIALv9c/lz+AADSANIAAAAu/y7/Lv8u/wAA0gDSANIAAAAu/y7/Lv8AANIAAAAAAAAAAAAu/wAAAAAAANIAAADSAAAALv8u/wAA0gDSANIAAAAu/y7/Lv8AANIA0gDSANIALv9c/i7/AADSANIA0gAAAC7/Lv8u/wAA0gDSANIAAAAAAC7/Lv8AANIA0gAAAC7/Lv8u/y7/0gDSAAAA0gAAAC7/Lv8AANIA0gAAAAAAAAAu/wAAAAAAAAAAAAAAAAAALv8AAC7/AAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/y7/Lv8AANIA0gAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAu/y7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/Lv8AAAAA0gAAAAAALv8u/y7/AADSANIAAAAAAAAAAAAAAAAA0gAAAAAALv8AAAAAAAAAANIAAAAAAAAAAAAu/wAAAAAAANIAAAAAAAAAAAAAAAAAAADSAAAAAAAu/y7/AAAAANIA0gAAAAAAAAAAAAAA0gAAANIAAAAAAC7/AAAu/9IA0gAAAAAALv8u/wAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAADSANIAAAAAAAAALv8AAAAA0gDSANIALv8u/y7/AAAAAAAAAADSAAAALv8u/wAA0gDSANIAAAAAAC7/Lv8AAAAA0gAAAAAAAAAu/wAAAAAAANIA0gDSAAAAAAAu/wAAAADSANIA0gDSAAAAAAAAAAAAAADSANIAAAAAAC7/AAAAANIA0gDSAAAAAAAAAC7/AAAAANIA0gDSAAAALv8AAC7/AADSANIAAAAAAAAAAAAu/wAA0gDSANIA0gAAAC7/AAAu/9IA0gCkAdIAAAAu/y7/AADSAKQB0gDSAAAAXP4u/wAA0gCkAaQBAAAu/y7/Lv8AANIA0gDSAAAALv9c/i7/AADSAKQB0gAAAFz+XP4u/wAA0gDSANIAAAAu/1z+Lv8AAAAA0gDSANIALv9c/i7/AADSAKQB0gAAAFz+Lv8u/wAA0gDSAAAAAAAu/1z+Lv8AANIA0gDSAAAALv8u/y7/AADSANIA0gAAAAAALv8AAAAA0gDSANIAAAAu/1z+Lv8AANIA0gDSAAAALv8u/y7/AADSANIAAAAAAFz+XP4AANIA0gDSANIALv9c/i7/Lv8AAKQB0gDSAC7/XP4u/y7/0gDSANIAAAAAAFz+Lv8AAAAA0gDSAAAALv9c/i7/Lv/SAKQB0gAAAC7/Lv8u/wAA0gCkAdIAAAAu/1z+Lv8AAAAA0gDSAAAALv8u/y7/AADSAAAA0gDSAAAALv8u/y7/0gDSAAAAAAAAAC7/Lv8u/y7/0gDSANIAAAAu/y7/Lv8AAAAAAADSAAAALv8u/wAAAADSANIAAAAu/y7/Lv8u/wAA0gDSAAAALv8u/wAAAAAAANIA0gDSAAAALv8u/y7/AADSANIAAAAu/y7/Lv8u/y7/AADSANIAAAAu/y7/Lv8AANIA0gAAAAAALv8u/y7/AADSANIAAAAAAC7/Lv8u/wAA0gDSANIAAAAAAC7/Lv8AANIA0gDSAC7/Lv8u/wAAAAAAAAAAAAAAAAAALv8u/y7/AADSAAAALv8u/y7/Lv8AAAAAAAAAANIAAAAAAC7/Lv8u/9IA0gAu/wAAAAAu/y7/Lv8u/wAAAADSAC7/Lv8u/y7/AAAAAAAALv8AAAAALv8u/y7/AAAAAAAAAAAu/y7/Lv8AAAAAAAAAAC7/Lv8u/y7/Lv8AAAAAAAAAAC7/Lv8AAAAA0gAu/wAAAAAAAC7/Lv8AAAAA0gAAAAAALv8AAC7/0gAAAAAALv8u/wAAAAAAAAAAAAAAAAAAAAAu/y7/AADSAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAC7/Lv8AAAAAAAAAAC7/Lv8u/wAAAAAu/y7/AAAAAAAALv8u/y7/AAAAAAAAAAAu/wAAAAAu/wAAAAAAAAAAAAAu/y7/AAAAANIAAAAu/y7/Lv8u/wAAAAAAAAAA0gAAAC7/Lv8AAAAAAAAAAC7/AAAu/wAALv8u/y7/AADSAAAAXP4u/y7/AAAAAC7/Lv8u/y7/Lv8u/wAAAAAAAAAALv9c/i7/AADSAAAALv8u/y7/Lv8AAC7/AAAAANIAAAAu/1z+Lv8AAAAAAAAAAAAALv8AAC7/Lv8AAAAAAAAAAAAALv9c/i7/0gAAAAAAAAAu/wAALv8u/wAAAAAAAC7/AAAu/y7/Lv8AAAAAAAAAAAAALv8u/y7/Lv8AAAAAAAAAAC7/Lv8u/wAAAAAu/y7/AAAu/y7/Lv8u/wAAAAAAAC7/Lv8u/y7/AAAu/wAAAAAu/y7/Lv8u/y7/AAAAAAAAAAAu/y7/Lv8u/wAALv8AAC7/AAAu/y7/Lv8u/y7/AAAAAC7/Lv8u/y7/Lv8u/wAAAAAu/wAALv8AAAAAAAAAAAAALv8u/1z+Lv8AAC7/AAAu/y7/Lv8u/y7/Lv8u/wAAAAAAAC7/Lv8u/wAAAAAAAAAAAAAAAC7/Lv8u/y7/AAAAAAAALv8u/y7/AAAu/wAAAAAu/y7/Lv8u/wAALv/SAAAAAABc/i7/Lv8u/wAAAAAAAC7/Lv8u/y7/Lv8AAAAAAAAAAC7/Lv8u/wAAAAAAAAAAAAAu/y7/Lv8u/wAAAAAAAC7/Lv9c/i7/AAAAAAAALv8AAC7/Lv8u/wAAAAAAAAAALv8u/y7/Lv8AAAAAAAAAAC7/Lv8u/wAAAAAAAAAAAAAu/y7/Lv8u/wAAAAAAAAAALv8u/y7/Lv8u/wAAAAAAAC7/Lv8u/y7/AAAAAAAAAAAu/1z+XP4u/wAAAAAAAAAALv9c/lz+AAAAAAAAAAAAAC7/Lv8u/y7/AAAAAAAAAAAu/1z+XP4AAAAAAAAAAAAALv8u/1z+Lv8u/wAAAAAAAC7/XP5c/gAAAAAAAAAAAAAu/y7/XP4u/wAAAAAAAC7/Lv9c/i7/AAAAANIALv8AAC7/Lv8u/y7/AAAAAAAALv8u/y7/Lv8AAAAAAAAu/y7/Lv8u/y7/Lv8u/wAAAAAAAC7/XP4u/wAAAAAAAC7/AAAu/y7/Lv8u/wAAAAAAAC7/Lv8u/1z+AAAAAAAAAAAu/y7/Lv8u/y7/AAAAANIAAAAu/1z+XP4AAAAAAAAAAAAALv8u/1z+Lv8AAAAA0gAAAC7/XP5c/i7/AAAAAAAAAAAu/y7/XP4u/wAA0gDSAC7/XP5c/i7/AAAAAAAAAAAAAFz+XP4u/wAAAAAAAAAALv9c/lz+Lv8AANIAAAAAAC7/Lv8u/y7/AAAAANIAAAAu/y7/Lv8u/wAAAAAu/wAAAAAu/y7/Lv8u/wAA0gAAAC7/Lv8u/y7/AAAAAAAAAAAu/y7/Lv8u/y7/AAAAAAAAAABc/i7/Lv8AAAAAAAAAAC7/Lv8u/y7/Lv8AAAAAAAAu/1z+XP4u/wAAAAAAAC7/AAAu/y7/Lv8AAAAAAAAAAAAAXP4u/y7/AAAAAAAAAAAu/y7/Lv8u/y7/AAAAAAAAAAAu/y7/Lv8AAAAAAAAu/y7/Lv8u/y7/AAAAAAAALv8u/y7/Lv8u/wAALv8u/y7/AAAu/y7/Lv8u/wAAAAAAAC7/Lv8u/y7/Lv8AAAAALv8u/y7/AAAu/wAAAAAu/y7/Lv8u/y7/AAAAAC7/Lv8AAC7/Lv8u/y7/AAAu/wAAAAAu/y7/Lv8AAC7/Lv8AAAAAAAAu/y7/Lv8u/wAAAAAAAC7/XP4u/wAAAAAu/wAAAAAu/wAALv8u/wAAAAAu/y7/Lv8u/y7/Lv8AAC7/AAAAAAAALv8AAC7/AAAAAAAALv8AAAAALv8u/wAAAAAAAAAAAAAu/wAALv8u/wAAAAAAAC7/Lv8u/y7/AAAAAAAALv8AAC7/Lv8AAAAAAAAAAAAAAAAu/y7/AAAu/wAAAAAAAC7/Lv8u/y7/Lv/SANIALv8u/y7/Lv8AAC7/AAAAAAAAAAAu/y7/Lv8AAAAAAAAu/wAALv8AAC7/AAAAAAAALv8AAC7/Lv8u/wAAAAAAAC7/Lv8u/y7/Lv8AAAAAAAAu/wAALv8u/y7/AAAAAAAAAAAu/y7/Lv8AAC7/Lv8AAAAAAAAu/y7/AAAu/wAAAAAAAAAALv8u/wAAAAAAAC7/AAAAAC7/Lv8u/wAAAAAAAAAALv8u/y7/Lv8u/y7/AAAAAC7/AAAu/wAALv8AAAAAAAAu/y7/Lv8u/wAAAAAAAC7/AAAu/y7/AAAAAAAAAAAu/wAALv8u/wAAAAAAAAAAAAAu/y7/AAAAAAAAAAAAAC7/Lv8u/y7/AAAAAAAALv8u/wAALv8u/y7/AAAAAAAAAAAu/y7/Lv8AAAAAAAAAAC7/AAAAAC7/Lv8AAAAAAAAAAC7/AAAu/wAALv8AAAAALv8AAAAALv8u/y7/AAAAAAAAAAAu/y7/Lv8AAAAAAAAAAAAALv8AAC7/AAAAAAAAAAAu/wAAAAAu/wAAAAAu/y7/AAAAAAAAAAAAAAAALv8AAAAALv8AAAAAAAAAAC7/Lv8u/y7/Lv8AAAAAAAAu/y7/Lv8AAAAAAAAu/wAAAAAAAAAALv8AAC7/AAAu/wAAAAAAAC7/AAAAAC7/AAAAAAAAAAAAAAAALv8AAAAALv8u/y7/Lv8AAAAAAAAu/wAALv8AAAAAAAAAAC7/AAAAAAAAAAAAAC7/AAAAAAAALv8AAAAAAAAAAC7/AAAu/wAAAAAAAC7/AAAu/wAALv8u/wAAAAAAAAAALv8u/wAAAAAu/wAALv8u/wAAAAAAAC7/Lv8u/y7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8u/wAALv8AAAAALv8AAC7/AAAu/wAALv8AAAAAAAAAAC7/Lv8u/wAALv8AAC7/Lv8AAC7/AAAu/wAALv8AAAAALv8AAC7/AAAAAAAAAAAAAAAALv8u/wAALv8AAC7/AAAu/wAALv8AAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAu/y7/AAAAAAAA0gAAAAAAAAAu/wAAAAAAAAAALv8u/wAALv8AAAAAAAAAAAAALv8u/wAAAAAAAAAALv8AAC7/Lv8u/y7/AAAAAAAAAAAu/y7/AAAu/wAAAAAAAC7/Lv8u/y7/Lv8u/wAALv8AAAAAAAAAAAAAAAAu/wAAAAAAAC7/AAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAu/y7/AAAAAAAAAAAAAAAALv8u/wAAAAAAAAAAAAAu/y7/AAAAAAAA0gAAAC7/AAAu/wAALv8AAAAAAAAAAAAALv8AAAAAAAAAAC7/AAAu/wAAAAAAAAAAAAAu/wAAAAAu/y7/AAAu/wAAAAAu/y7/Lv8AAC7/AAAAAAAALv8AAAAAAAAu/wAAAAAAAAAAAAAu/y7/AAAAAAAAAAAu/y7/AAAAAAAALv8AAAAALv8u/y7/Lv8AAAAAAAAAAC7/Lv8AAC7/Lv8AAAAAAAAu/wAALv8AAAAALv8AAAAAAAAAAAAALv8AAAAAAAAAAC7/Lv8AAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAu/wAAAAAu/wAA0gAAAAAAAAAAAAAAAAAAAAAAAAAu/y7/Lv8u/wAAAADSAAAAAAAu/wAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAC7/AAAu/wAAAAAAAAAAAAAAAC7/AAAAANIAAAAu/wAALv8AAAAAAAAAAAAALv8u/y7/AAAAANIA0gAAAC7/Lv8u/y7/AAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8u/wAAAAAAAAAAAAAAAAAALv8u/wAAAADSAAAAAAAu/wAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAu/y7/Lv8AANIAAAAAAAAAAAAAAAAAAAAAAAAA0gAu/y7/AAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAALv8AAC7/AADSANIAAAAAAAAAAAAu/wAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAu/wAALv8AAAAAAAAAANIAAAAu/y7/AAAAAAAAAAAAAAAALv8AAAAAAADSAAAAAAAAAAAAAAAu/wAAAADSAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAu/wAAAAAu/wAAAAAAAAAALv8u/wAAAAAAANIAAAAAAC7/AAAAAAAAAAAAAAAA0gAAAC7/Lv8u/wAAAAAAAAAAAAAu/y7/AAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAu/y7/Lv8AAAAAAAAAAAAAAAAAAC7/AAAAANIAAAAAAAAAAAAAAAAAAADSAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAC7/Lv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAu/wAAAAAAANIAAAAu/wAAAAAu/wAAAAAAAAAAAAAAAAAALv8AAAAA0gAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAALv8AAAAAAAAAAAAALv8AAAAAAAAAAAAAAADSAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAu/wAAAAAAAAAAAAAu/wAALv8AANIAAADSAAAAAAAAAAAAAAAAANIA0gAAAC7/AAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAANIAAAAAAC7/AAAAAAAA0gDSAAAAAAAAAAAAAAAAAAAA0gAAAAAALv8AAAAAAADSAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAALv8u/wAAAAAAANIA0gAAAAAAAAAAAAAA0gAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAA0gAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAANIA0gAAANIAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAADSANIAAADSAAAAAAAAAAAA0gAAAAAA0gAAAAAAAAAAANIAAAAAAAAAAADSAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAANIAAAAAAAAAAAAAAAAAAADSANIAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSANIAAAAAAAAAAAAAAAAAAADSANIAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAA0gAAAAAA0gAAANIAAAAAAAAAAAAAAAAAAADSAAAA0gAAAAAA0gAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAADSAAAAAADSAAAA0gAAAAAA0gAAAAAA0gAAAAAA0gDSANIAAAAAANIAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIA0gAAAAAAAADSAAAAAADSAAAAAAAAAAAAAAAAAAAA0gAAAAAA0gAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAADSAAAAAAAAAAAAAAAAANIAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAA0gAAAAAAAADSAAAAAAAAAAAAAAAAAAAA0gDSAAAA0gAAAAAAAAAAAAAAAAAAAAAAAADSANIA0gAAANIAAADSANIA0gDSAAAAAADSAAAA0gAAAAAAAAAAAAAA0gAAAAAAAAAAAAAA0gAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAA0gAAAAAAAAAAAAAA0gDSANIA0gAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAANIAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAADSAAAAAADSAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAADSAAAAAADSANIAAAAAANIAAADSANIAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAANIA0gAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAA0gAAANIA0gDSAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAADSAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAADSAAAAAAAAAAAAAAAAAAAA0gAAAAAA0gAAANIAAAAAANIA0gAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAANIAAAAAANIAAAAAAAAA0gAAANIAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAANIA0gAAAAAAAAAAAAAAAAAAAAAAAADSANIAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAA0gDSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAANIAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAANIAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALv8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSANIAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAu/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC7/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 250-258

3.3. Define the reference microphone
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

We choose the first microphone in the array as the reference channel for demonstration.
The selection of the reference channel may depend on the design of the microphone array.

You can also apply an end-to-end neural network which estimates both the reference channel and
the PSD matrices, then obtains the enhanced STFT coefficients by the MVDR module.

.. GENERATED FROM PYTHON SOURCE LINES 258-262

.. code-block:: default


    REFERENCE_CHANNEL = 0









.. GENERATED FROM PYTHON SOURCE LINES 263-266

3.4. Compute IRMs
~~~~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 266-279

.. code-block:: default



    def get_irms(stft_clean, stft_noise):
        mag_clean = stft_clean.abs() ** 2
        mag_noise = stft_noise.abs() ** 2
        irm_speech = mag_clean / (mag_clean + mag_noise)
        irm_noise = mag_noise / (mag_clean + mag_noise)
        return irm_speech[REFERENCE_CHANNEL], irm_noise[REFERENCE_CHANNEL]


    irm_speech, irm_noise = get_irms(stft_clean, stft_noise)









.. GENERATED FROM PYTHON SOURCE LINES 280-283

3.4.1. Visualize IRM of target speech
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^


.. GENERATED FROM PYTHON SOURCE LINES 283-287

.. code-block:: default


    plot_mask(irm_speech, "IRM of the Target Speech")





.. image-sg:: /tutorials/images/sphx_glr_mvdr_tutorial_004.png
   :alt: IRM of the Target Speech
   :srcset: /tutorials/images/sphx_glr_mvdr_tutorial_004.png
   :class: sphx-glr-single-img





.. GENERATED FROM PYTHON SOURCE LINES 288-291

3.4.2. Visualize IRM of noise
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^


.. GENERATED FROM PYTHON SOURCE LINES 291-294

.. code-block:: default


    plot_mask(irm_noise, "IRM of the Noise")




.. image-sg:: /tutorials/images/sphx_glr_mvdr_tutorial_005.png
   :alt: IRM of the Noise
   :srcset: /tutorials/images/sphx_glr_mvdr_tutorial_005.png
   :class: sphx-glr-single-img





.. GENERATED FROM PYTHON SOURCE LINES 295-303

4. Compute PSD matrices
-----------------------

:py:func:`torchaudio.transforms.PSD` computes the time-invariant PSD matrix given
the multi-channel complex-valued STFT coefficients  of the mixture speech
and the time-frequency mask.

The shape of the PSD matrix is `(..., freq, channel, channel)`.

.. GENERATED FROM PYTHON SOURCE LINES 303-310

.. code-block:: default


    psd_transform = torchaudio.transforms.PSD()

    psd_speech = psd_transform(stft_mix, irm_speech)
    psd_noise = psd_transform(stft_mix, irm_noise)









.. GENERATED FROM PYTHON SOURCE LINES 311-314

5. Beamforming using SoudenMVDR
-------------------------------


.. GENERATED FROM PYTHON SOURCE LINES 317-327

5.1. Apply beamforming
~~~~~~~~~~~~~~~~~~~~~~

:py:func:`torchaudio.transforms.SoudenMVDR` takes the multi-channel
complexed-valued STFT coefficients of the mixture speech, PSD matrices of
target speech and noise, and the reference channel inputs.

The output is a single-channel complex-valued STFT coefficients of the enhanced speech.
We can then obtain the enhanced waveform by passing this output to the
:py:func:`torchaudio.transforms.InverseSpectrogram` module.

.. GENERATED FROM PYTHON SOURCE LINES 327-333

.. code-block:: default


    mvdr_transform = torchaudio.transforms.SoudenMVDR()
    stft_souden = mvdr_transform(stft_mix, psd_speech, psd_noise, reference_channel=REFERENCE_CHANNEL)
    waveform_souden = istft(stft_souden, length=waveform_mix.shape[-1])









.. GENERATED FROM PYTHON SOURCE LINES 334-337

5.2. Result for SoudenMVDR
~~~~~~~~~~~~~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 337-344

.. code-block:: default


    plot_spectrogram(stft_souden, "Enhanced Spectrogram by SoudenMVDR (dB)")
    waveform_souden = waveform_souden.reshape(1, -1)
    evaluate(waveform_souden, waveform_clean[0:1])
    Audio(waveform_souden, rate=SAMPLE_RATE)





.. image-sg:: /tutorials/images/sphx_glr_mvdr_tutorial_006.png
   :alt: Enhanced Spectrogram by SoudenMVDR (dB)
   :srcset: /tutorials/images/sphx_glr_mvdr_tutorial_006.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    SDR score: 17.946234441342177
    Si-SNR score: 12.215202605414326
    PESQ score: 3.3447487354278564
    STOI score: 0.8712864460530876


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

                    <audio  controls="controls" >
                        <source src="data:audio/wav;base64,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" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 345-348

6. Beamforming using RTFMVDR
----------------------------


.. GENERATED FROM PYTHON SOURCE LINES 351-363

6.1. Compute RTF
~~~~~~~~~~~~~~~~

TorchAudio offers two methods for computing the RTF matrix of a
target speech:

-  :py:func:`torchaudio.functional.rtf_evd`, which applies eigenvalue
   decomposition to the PSD matrix of target speech to get the RTF matrix.

-  :py:func:`torchaudio.functional.rtf_power`, which applies the power iteration
   method. You can specify the number of iterations with argument ``n_iter``.


.. GENERATED FROM PYTHON SOURCE LINES 363-368

.. code-block:: default


    rtf_evd = F.rtf_evd(psd_speech)
    rtf_power = F.rtf_power(psd_speech, psd_noise, reference_channel=REFERENCE_CHANNEL)









.. GENERATED FROM PYTHON SOURCE LINES 369-379

6.2. Apply beamforming
~~~~~~~~~~~~~~~~~~~~~~

:py:func:`torchaudio.transforms.RTFMVDR` takes the multi-channel
complexed-valued STFT coefficients of the mixture speech, RTF matrix of target speech,
PSD matrix of noise, and the reference channel inputs.

The output is a single-channel complex-valued STFT coefficients of the enhanced speech.
We can then obtain the enhanced waveform by passing this output to the
:py:func:`torchaudio.transforms.InverseSpectrogram` module.

.. GENERATED FROM PYTHON SOURCE LINES 379-391

.. code-block:: default


    mvdr_transform = torchaudio.transforms.RTFMVDR()

    # compute the enhanced speech based on F.rtf_evd
    stft_rtf_evd = mvdr_transform(stft_mix, rtf_evd, psd_noise, reference_channel=REFERENCE_CHANNEL)
    waveform_rtf_evd = istft(stft_rtf_evd, length=waveform_mix.shape[-1])

    # compute the enhanced speech based on F.rtf_power
    stft_rtf_power = mvdr_transform(stft_mix, rtf_power, psd_noise, reference_channel=REFERENCE_CHANNEL)
    waveform_rtf_power = istft(stft_rtf_power, length=waveform_mix.shape[-1])









.. GENERATED FROM PYTHON SOURCE LINES 392-395

6.3. Result for RTFMVDR with `rtf_evd`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 395-402

.. code-block:: default


    plot_spectrogram(stft_rtf_evd, "Enhanced Spectrogram by RTFMVDR and F.rtf_evd (dB)")
    waveform_rtf_evd = waveform_rtf_evd.reshape(1, -1)
    evaluate(waveform_rtf_evd, waveform_clean[0:1])
    Audio(waveform_rtf_evd, rate=SAMPLE_RATE)





.. image-sg:: /tutorials/images/sphx_glr_mvdr_tutorial_007.png
   :alt: Enhanced Spectrogram by RTFMVDR and F.rtf_evd (dB)
   :srcset: /tutorials/images/sphx_glr_mvdr_tutorial_007.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    SDR score: 11.880210629274977
    Si-SNR score: 10.714419988893603
    PESQ score: 3.083899974822998
    STOI score: 0.8261544914921346


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

                    <audio  controls="controls" >
                        <source src="data:audio/wav;base64,UklGRiT0AQBXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YQD0AQDd/J/8zPwB/Ub9D/4S/4EApAEVAmwCKAIuAaMA0v/O/k/+If4n/sX+oP8OAf0B9AGHAWQA4/5D/h3+T/5//vT+gf8dAEMBbgJOA8QDmAPQArABeACm/wz/aP59/dv8pvwb/cb9Xf+tAKIBxwKqAxUElAN2Ak0B2f8u/mr90fyC/Dz9/f2C/tr+UP/u/18AQwFHAokC/QK1AgcBdv/3/W/8Bvwy/P/8XP4yADgCyQP+AxkDiAGh/4r+xP0d/T798v08/8wAOALIAukCgAKDAY8A+/8dAF8AMgAJACT/+v3q/W/+pv6U/9MANwJ0A0AEkAQzAy8BNwCM/uT8MPzp+6f8SP4UAJkBQAJ8AsACVwLrAcgBLAFxAUAB3f97/sL8K/rr+SL67vtrALoAkAIOAmv/xPvQ+Mf1wfRl9OH0ZPTx8yD01vaG+aD+VwasDWwTGRbgFugTtQ1HBjP8Ou885fXf9t/B5XTvVf2KC/UUlxuUHfQZvxRTEMAKTAWzAJX/TwDx/vv8pfze+fP5P/wd/6IEVgj6DH8RFBGhDE8JIwJ4+w71qvBD7/LvavOT+1oC2gQBBq0EzAAX+7j0nu675bLeRN7k3i7lLvI7A3IW1CPtKdkqAiE5EmwDrvJm4yzZX9bF3WHpk/VDBl4UYhsjIKcgEB0CGd8WJRccFE8N8AnUBuD+f/if9dXzKfUZ+3UF+w/CFjYdUyGMHL4TGguS/3Pzweok56Dmpua47BT4FgCSBEQH7AavAsD7RfSJ6szdONbI1UbXkeDJ8TEGlBtKKKksKCoEHBAJPPcb5O3Vlc7uz2HcOewj+wENARpAH8siZSGpHQcarhgPF9oQcgYVAN34Ae976X7oDOwm81P/pg3sGRgfqCTDJcwcAhH0A3j0UOVe253Z/t035eT0KgiUFTYc6hzYF2cNE//m7/Lfic+RyFTKA9HW4B728g3UJOgwdzMPLj8dtAkB9ybl8NlH1ALXQeUQ9DQCNBM1HxcnjSvSK/IobyNVHdsWZQns+NHtPOSc28PYy92g6C/2WQZ5GA4jIiVJJZ4gmxO8BFD3uOgB2nzRY9NJ29Tk+vafDIgazSBwHzEWDQaI8LzdLM1jvXa6esOr0A/mUf9OGbEvgTmROvAw8hx4BtDxhOFF2GbUC9rK6Bf3zQWiF2AoSzRLPEY+jDoyMSMnLBwjCH7xEeI02FPRX9KS3vzvNwDjEikmDTBdMD8viCqpHKgMxf1y7b3ctdEJ1P/cd+VC+I0MERacGO8TSQiy9YTeF8yNvWqwSLNmwonTl+tbB9chxDfxQDJA8TNSGUL/dOev0tfGW8D/w9/S0+T0+KoQCSh6PTNNoFOrUSxHdjpaK0MUxPn/5OrVYcyhyzLXJuln+HwKih+yLWwzZTdmNQYrYB0BD8X+Z+yT37/gaegl76n+5Q9eF+wWqRB8AyHuyNUGxVW6oLEet+nIs9vF7gcGfhxLLdg2nTnvLogUQvm/4X3Nh7/iuBO+wsvl3hj3VxBaKgJDfFI1VmxOVT+QLkIbBQOs6MnR6cQcwY7FstUO7bwBbRcoLlQ8YEGkQMU6qCzgGcwFW/Aj27PNvs7W19Pgi/HZCBEYkh9eIFsYswUo7mrces7Hvyq9qsjY1trjtPPTByoY2CY0NKwx5RwrBcHw2t0nzZnEdMfE0Hng3/hPEGAma0HnUxFXuk6xPtYuxByXB5rvkdYBx1nFRsz02kHxzwjGHxs1C0JeRKo+ezSpJVsSZf7X6TnU8sVBxtHPl9ru59H8ThBiG9Eh9iAiEz7+EetV2hzIZrtvvYnIcNBf2sPuyQLBFCMq0TJJJ6YSFP+Q7U3avs2vz+TVNd+y8h4JOR37NM5IB0/xRIM0CiecGvQLAvlO5R7YxNbY3jrtFv9tEl0nYzpFRX9Dazq8LIQatgVR8fPbJsemuHS5LcbB1vnoggCnGVAsSDdVOKUsfhRs+YfgW8aErxmmcaqwsiO6lMvX5Jj8CRoANHA4mS0oHqIN0vte6pviK+HX3tnlOfYzBxMati+pPhs+kzNdK0snwSDlE74EovbT7UvtPPX0/4IJ4BY+J9cyITQdLjokhxi6CbP5VusD26/K9MX7zrPcnu1l/xkUMCdiMA0w/SWTDRPw1tUNvXKnQpo2nqWq1LOAvxDVHe6sCjMrJD4wPmsxLiB1Dkj5ZeYJ3PzSL9Av2gnr1f9pGDwyNEHiP646njlUNiktXB5RDFH8m/PV9LP7MQHmCG8YryctL04uhCbZHh0V8QbQ+yjwUuBg1inXC+Db7fD6rgreHtcoFCjkIHMMge4m0pW69aVTlnSWAqZytDe+gNBb66UIiyj5QnJLjj+VKUwV8f7B48jQ+sZgw4/LiN3r9fIQ9y5aSkJToU0ASfZC+DgkKboR2fpI6p3j++iV8EP4vwgAHGwrZDTtMIApfCNZF7oKWQHl8/Tlgd6u30LpV/KM+okJuBS3FOIQPwWD7sjUCb5dqraZ+JLrnlayy79ozi7o6geCJVg/oU5ZRyMubBU0/2jjpsqjvku848I21Arwkg/2LrJOsmCIXZRUBUt/P30xfxiO+9TkRNY+1TbgI+3H/zYW8SrQO+g8TDIWK6MhMhJnBuX66e394Wra3t2A5dPry/efB9EPURGkC7n+YuuG03C+p6sQnB+ciqwUvpzL6d/1AcQhDTmOSs5IjTClE2v7NOSnzAy+8L65x4HXhPJnEfgvaVAAZ4dqvmC6T69A+jHgGF35N+BG0WvOGdmP7PoCcBjWLAY//UPhNzookB1XEasCz/iG8tzmstdp0fTVrdyJ5un4XgzhFLgS4QnI+BjeiMPVrhucK5LLnqG3Lcoh3M77mB2uM15CzEMNMs8VIvrV5ajUhcUGxKzNjNv58PcJIyaRR/ZfD2ltYx9R6T+GMfYbMABC51Tcy97I5435gRDCIlcvozq6PzE2uyHuEpsLj/2F8LDtxOi62t7PNM9E1TbfrPC9C3IdPRwgExcD0eaaxs6s/pbShnGKAqZXwr/YZfaiFlItKzkZOKsriBXo+b7nDd2B0BXMSdM84A/1TAmtHx4+Y1ZzY+Ni11ITQtwzaSJWDvX40O1a8kz4pgLdFmsm6C25Md8zbi+9HVYPUA0wBqT4ZfPO75jkRtex0nLZo+XB9/UQpyLQH94Qi/6Y48XBVaVAkAGAroKoninCg+F8/FoVkCmlLscodx7RDF/2Xec74efcZtoJ3i7pf/ZIAjMTlCvEQwxWoFvhUklEoDaFKYEZ2AQ/++4A9AXxC4Qb4ymcLXYq6yimIwgS2gOxAuYBUP0h+qD5g/Sb52Dg3+JL6Zn5kw/RHbwdew4a+nDhJcDupHKSGoRkiOegBMUX674DpxXQJNIiOBkoDuf8eu2t4Ybd8OON5f/nevXn/MoCYBDeHjgzDEjAUvlREEVmNlUtHx0/CTkCjgSsByEO1RqLKTctISgpJuwdwAwpAtz+av62ASQCoQCt/aDzG+2P6nPpWvTNA5IKxAjf/Mzs8NnTvxWq6pq1j0aVxat10gP8GxICHuEhexT2Biv6FelX3/rYV9tb6XTta/V4BD8EggjrE08aBitzQcRRhVctSMg4NzF+HlQLaAMdAAoE5gxnGu4nDyg8IqEe4hJ+BWcC7AIiB7UP2RJIDigFivtk9s7yd+xc7ar1/vYO8ULqVuDg0ZbBl7ICqfSj2KXbuQLdA/7DEuwb3BaIBq/33+mm2jHRXdJ+4PHv0vnoCDQSxw4yDxETtRdQJHA5rE9PVGlE8TXxKogcvhFXCtAI/A3/FowisicIIkUadhFtBfz8xP5YBT0NXRYsGUISLQeJ/Xj70/ut9ETvMPF77/fpU+We3r7TmcRltiWwqayGsIzG8OW1AasSVxPmB+H1SuSe1yrLa8Yw1GDqY/7JEg0hRiNaHqkVJBDAEpcepjMcRUZGqDzCLTYeoxaFETULDQycFN4izCvgKQkk1RkWDVgCPf4WArwHEg11EmoOBgP2+PXx4fWP/Gf5pfKL6QfhEN7r2vvZQthezubHT8MiwIrH7tPr5ef6zAEJ/kH1uubi24XQc8UtysLb4/O1D4gjfCw9K8UhkhluFP8WSyaZNOo4sTfqL7MiPBlbFg8X7hccGS0j0i/GL9EnSx3gED4GSwApBOwLzQ3cDrYMBQDB8a3oG+hL8N33aPvI9bflttuX2WzXJdni2f3XENUzzuzOPtSi1WPf6elV64zquOUA4jPeQNOkzznXGelVBtsewi2SM+oqYx6tFMkO7xaMJRMu3DFhMLEstyatH90eRR8LIMojiSljL+4s9iAUFg0NKgZyCeIQVxW5FO4Ltv/o8mDn+OWg7WHzHvdE9jvqbNnMzpHNxdKy2A/e7ONc44jfR97D2W3UzdRl15zaGt6R39jgmt9o3abd1uJQ9B8KJxhwIkMkoBtiEWkJcg1QGcUi+SvYL7st/itWKPAm0CcJJqwoBSyCKZwnviKlF3wNJAZdB80QVxYTGfEVVwUF9Frpq+X56qvwEPQW9IfswePG3FHWy9cg33rj9ufn7DLuqOss46HXis8iyovKD9Lk2FDdpuA95D/oi+o28PX8mAruFaMdTx9dGbEPmwyXE24eVybNLOQw/i4aKlso5ylVKNcj4ySWJ4YiIB6RHpwaWBJlDRwQ2xTmFEwSKAyk/g/wsum46mHtn/AC9Ojy/O2J7ELrnOfg6ITrtupZ6drndebn3knQX8OXvHu8ycJKzM7V9dsS4dnnh+3J8Sj2YvyPBCkOVxaYGVwXSxFuDggTFhoGIZ8pWDJcM0wuuCoJJwggqRv/HFgeCx0wHksl9SrCKbkmHCUAIW4ZnxBSB8P+YfU07dHpNeuo7p7wfvEy8vjwru8Q8azx9PBn7YDoauU+30zUPsZitnmtwq9At9bCwc/O2Wvhb+jV7gbzRPUo+AL9FAYUEQEXdhkLGl8YmhiHGW4bYCMJK68t8CyZKJIiXx/rHdEdKiC2IoMoRTJIOH43djOELewkPBrbDwoIwQAG9R3oBuOF5TjpgO7t9Uf4kfRx8wT1g/LR62nmsuN83VHTR8otv++yU65Tsfe2z72DyE/UmNwq5aPsM/Ah9WP6ngBYC4EU+xjUGskY7BRLElASNRjoI78vEjfXNSsu7SnDJxAlXCZ+K/AxGTrlQBxDkD5xNZEoBRYkAxX31/KV8GDtxey98Br1Dfmo/oUCXP+291ryyu0g5yvh2eA14XfYq8kEvEqwJKi1qA6xq7uiyOjYhOhm8if22/bN9or3RPvlAbkKhhSDGoUcuBp1FIENbAvXELMc7in5M004Rzj7NtEzDzAdMK4yXTVkOmY+SD13N/MsMhzbBZbxo+f/4/zfEOAK6FHvrvRU/R4G0wn1Bhn/HPag6lbd09Zg13fU48rxvtW0la50qjWrkbFrux7KGt0p8D38FgGuA28CJwB2AdgEQQvcEbYVuxdRFbgPGgsOCsQPpBk/JsEz5TtyP7I+vTp1Osg7kjuYPDg+qj/cO84umB2JCaX04uY14Cjc7t3i5j3y3vtHApsIvw2BDfAH4v/59Kfm99rA1tPTlsy3xBa+K7i1tJa0xbgkwUrKlNaA5zr1Wfxd/6f7ffRz8Vn0Iv/4CjYRWBU2F9wSbwyeCGAJoA3zFhQnADYjPoI/yzttN+0zeDHNMlo1ODhxPEo7wi8iHc8GAvO540nX2tWY4dzuDvrdBFkL6w3LDeYJzwIL95HojN0p2Q7Yz9Yz1OTR483FxXq84ba0uNrABc3C3CXrG/TF+cT4b+855bXgyee9+OUIZBVRIeImhCMyGzQS1AoCCWoP/BtTKDgv1TKJNbI03DD0L1YzijjWPM0+FTuLLhEeeQ9jAvXzMefa5E/qye489pEA3AcaDNcMZwwdB6/33OY63H3UKtCVzfnNhNJ2027SHND1yu/IwcvP0vna6d/A5X7qlOdK4dHb+Ny26Er4PwhTGIYi7iXrJIwg7BvJF5AWGxpUHcYcCRt6G7sdux5bIWAr4zn9RldOv02YQ50xAx/8D4cCnfbU8Bjz4vg//8IF4wk1CdUDGP4z+hjyAecQ4nHg/txm2TDUqdARzizJ3cfGxp3DqcYm0IXau+Au4iDju94n1HbMUMts0/Xko/r3Ej4loCtAK3klMx3dFRYRzRJtF5IamhxGH+0jdyYEJYYnJC/1OalHuVCkUCJIljkPK8kbeQtk/zf4p/YF+0sCYwspETgPhwuGBhn8YO/v5NneQ9kc1APTi9M91D/UwtMC05TN3caZx2zNfdOO2MXaetn/0qrLtMpJzqjVGuNz9cYJmBdIHgIioB/CGTwVuBGOEfkRhxAYEuEVIRr9HqIlsy8cOpdEO1BeUzpLgD0rLese/BE1B2EC+P5M/SgA9gRSDF8ReBAuDmAGjPqv8Ybqs+PS3GzXQtY51ZfTH9Ms0tvQsc44z2zUbdlI3vfilOEv2vHPUMluylHPBdiH5t/3BwfmEUAYABoRF9kTIhP1Ep4S3RGkEugV3xfUGEgdOSTBLJ81WD/8RvpFgT/ENcwnHBpvDkYG2gIqAOr/HgSTCGUNMRE5ER8NRAOh+S30Ve1J5Zvga90x20DYP9VG1fnTqdKx1JjYet1T4q7nWev+5rbbCtJBzRLNtNAY2r/ndPNY/l0JhQ/yD68PHBL5FGoVwhVsFwwZmhkCGUsaOB9gJIQrJjVfPGc+XzuRNRItaiFgFhkPlQgeAzEBnQNZB9UKYw5aEKgNNAZ0/XP3ofFu6lLmPeTT4ffex9zb2+HYgNWF1rnaDeBJ5+TuffSs8yvqnd3E0+/MG8se0I3apeWs7vz4oAELBrAJpg90FrYYhRcAGe4avBqcGScYoBlTHB8gXSfCLiYz6TSzMxkxPCslIqoahhXiD3QLfQntB2MFyAMzBLIDggI8AED+2PoX9AjvDu3G6Unlj+FT4Oveedpz2ZLbdN7o41PrB/El8b/qV+Kl29fWe9QK1jjbgODj5HXqHfDG9F/7OATGDWMWbBuCHj4g0h3uF1oR+w09DvUQZRZ4HCAi+yf+KigrVShoIuIc4BgBFjITbhCGEJEPiAzjCasEMP8t/Bn7hvuf+ij4V/mY+dT15+/R6PbjyN5l2s3bNt6U4Uvq0PPF+CT3+O+E6dnkEN/N2iraidyE30PksOqA7jXySfpNA/8KNxFKF9wegCK3IDUbEBRSDhgL1Qu9DocOvQ85FT8bdx/WIJYh8CNuJGMh8httFb0PrglfBAIBav5c/moB3wOhA9b/YPvf+In1VvLi7tXqg+mU6cDp2umI5+nmQOrV7CXuGe4m7UfuXe8u7tPqWOZF4qzeQ9y83GffXue99nAH0BTyHqMl4CeGIvQWxwqkAv0AGAUiDfUSQhNlEgIUWxWYFDwTwxVNGzEgFCTtJNAhihtQEdQDAPZI7BPrIfFp+ZQBTQg2C/sI7gN8/SzzfeeH4Ifezd/X4v7nj/BR9//3LvVJ8OHp8eX+5rjq7u0Z8LTy8/Jb79LqXOaF5TXr2PX0AgQQ2hxnJv8oVSNWGOMNHAZFAfL/6gDzAhYJqxN/HT0j3iRtJN0gcBsxFlwRAg7ZCxYJcgWUAMz7VPlc91j2/vac+OL6+v33An8GIATV/XH1i+ua4izcOdug373lyOy181T3R/hG9wb1IPFi6rflTuQ35Mfnf+4r9Uv8fAOLCggPBg/JDqoPOBEpEfIOtA4sDywOjg2+C6sHYAX5BU4LFRRuHTIloiivKEYlPB2GEUwEn/eg72nsVe1a8zD7JQGOBFMEtAEN/yf8ePn79WjyT/As8FryIvWw9dDy7+/47PjoQ+fj6OTsm/Kf9p34tPdZ8VzpguSG47LmwO7Z+owJJRUvGzUdOhyhGAwSOwpYBMwBPQJRBvcKRA66EIUSyBWzGP0YVxglF6wWfReeFksSgQrnAR37IvRn7XPrLu1i8UX3+v03BX8K7wrkB8gA2PVX7HznXunW7u3xkfQo+M75kPkJ+Gb13vId8NTuku+r7/zuo+4a74bwF/Lp9AT6kwAOBz0L1Q2VEAMTcRQxE94OkQnyBI0BV//z/eP/7AaLEOoZdCBtIncfwhiDEcEJ3QG0+in3Ifc09xz3uve9+Fv5X/lU+mj9BQBYAhwEGwIV/f/3APbA9+/3s/VR853xCPLZ9Wj66/5TAs4CPgER/CT0++wn6Cvn1OqO8hz9agbODFcQ1A7XCQsFsQLsAq8DVARBBooICwpiCYoGCQX/BaUIeQyfENMTbxV2FdkT0Q9MCP7+iPZt8JDsp+tc7n31v/6uBnwMMA5zCr0EMv7r9ZnvKe1C8Jb1kPkh/Mr75viN9q30j/M69bH4GP7NAugErgS7AZn8U/Zx8UHx0PQe+l8AlAWrCIUJ7wn5CsIK2wcOA37+3fxF/i8B5QWFC64QIxTAFIwT5xD8DKoJtAakA7sBtAB4/wH9afla9Q3yKfKk9aH74AJECPcKBAzXCdAEi/8e+7b2wPFf7oftyu6A8RP1Kvm9/Ef+1f7j/Uv7HvmN+Mr5DfwU/p0AIAQZBtwFewMJ/xz6Z/d/+DT9QwMkCIsKTguvCfgFxAEe/xD/7wKWCHcORBMfFU8U0Q/GB/n+4fdt8wPyhvLb9Ob4Bf+/BYULPQ79DLsHJgHB/J/63/tXAC0FdAbKA0v+Fvim8g7uS+uV61jvPPaW/k0FKQgCB9ICS/3a9xb1CvZe+uoAXQeoCkIKCgc+A7T/+voD9mjyxfJH9+D9SAU0C5kM3gsqCjsHfATBAjkDxwXQBrcFawTQAhIBwP0n+Z31PPQW93/+4wZhDt0StRJTDxUKVQT3/jz7Evne9473B/gH+pj9yP8e/uf6KfiJ90v5Pv3tAJgCUQNuAwADqwFy/8j86/q2+cL4f/ji+Tn9FQGFAxsD5AAJ/gL81vlE+fH54Pub/5ME/gjaCkoKhgi4BU0ASPsC+Rb7hv4dARgDYASNBCoFOAY0BSsDNAFeACIBOQTHBpIHtAZJBDsAevtK91z0QPVC+LL6LP5+Aj4FRwfDBggDs/6w+x/76/vg/Q0AdwFjAuMBlf/R/Jn5U/ed90j5lPsN/kABpATbBaEEAAJ2/lv8M/3v/4sCjwTaBdUGTAa4A6oB/f+u/fv65fmB+7r9QQLWBksJpgrQCVcH1ASvAkIA8/1n/Gv91P6yAPYA3P74/QX9K/vT+qD81v8ZBCgH/gcBCEkH1QR6Aif/evvD+BL34vii+3T/0AJVBEEETQOuALX9pvw5/Rf97v2Y/1sAigNtBiUIpweJBGQAn/0b/M383f7NABMBjQBm/438gvvR+vL6KPpU+7D9gwBJBAAH0QZ5Am78cvcX9fH0Y/Zn9xT7b/71AMwCtQN3BFwEjAN6AtICGQO4BNUE2QS8A50A2f2e+8z5OPnJ+n38WQC8AyoFZAXeBXYEswHE/kb9fv0BAF8E4wZqCOMGxgNSAeL+qPwb+3f4/fcW+Pj4qvrM+jP7xvnj9y/3Afhb+Gr6I/zE/OD7vfpC+j/5hvgx+On4r/oa/Sn/pwHlAgYFKgZpB50H/AfzCFoJIQgKBX4EbQP6A9EE1wQuBoYH1gfnCUYMywsSC6YIaQWuAwYEkgUgCCQKCwqaCUMIOwZrBr8E/ALFAAv80vrQ+sP7+Pwe/E/43PQ78rbwefOn98H7pf9YAHX8c/nR9e30N/Qy8nXyo/QK+eD/pgRLB14HXgawBQQDzwOTBP8H4gp7CeAITwYEBUoDcQH2AWUDdAf2CuIOaBElEmoSHw9bC/gGlAOWA7UCrAO5Bl8IvQpmCvcIbwUA/3X5NvVl9A33k/r5/icAD/42+yD3AfQm8r3xavJG9e32bviP+ZX43/Ya8l3uJ+x67WnzMftDAVwDfQUvBhwGqgPHABUAVP/T/iT+lP1bAbMFugj1CfEGygWIA04DwQPTBIoGFgl/DAENfQyEC4UKDwd5BB8CiALOA6YHKwr9CQUHrgGl/J340vaJ9kj3MPnz/Jz/GQKgALb+Mvvj+BL14vEB8vTyHPS59Af2UvX+90f34vr6+5/6E/t6+cz7WP2N/+ABlwKIAMj/5fyU+xj7N/weAJgCyAM5BnEImQidCAIFzgR5BC0FugXTBpMHRAtvDNoLYgtpBsUGvwWCBdwDKQLW/hD+Cv/eAvEG2AZcBUQDgACu/Eb6a/fU+Sf7dPzd/Kf9mPxs+gH3HvPt8izz8vcS/QwAfAH9At8Aqv3m+Rv0W/Rr9A32e/0m/2gBJwTPBO0GrAQvAWr+vv/FAGQCHAUbBYIJuAv8C5oKvAaDBEgETgQWBKMG+QmpDIkObQ7ECOsFOQBM/Fv/AAACBRAKbAu/DA4JVwMy/nb6zvaU9sv1PfbM+33+uwB4AW79J/uJ+Q/3WvfK9yH5Tvpf/mf/CP5c/Dz2CvX+9j/21fhT/GH+awTgCM8HIAlHBRUAMv8r+ZX3W/hJ/p4FiQmbC14MIA2RBzoEtwIdAWMEQgeECVML3gviCnUJSQd6At39Hfxd/Gj+cAAgATMDdwEDA+8BzfzN9/Px3/I+9AT3ZfrP/YcAFwKKADD8b/Wr7r3s2Ouy7VzzbvnF/h4CNAE2AHz+xftP+hX6W/oo/Zn/IQOJBeMENQDi/c78OPtE+0j5C/8UBKELcRCSEXIRng8nDmAIMwT0ACT/FAHSBgQJEQqpCLgGLQYuAaL8oPgk9vX5KwAzA+UGmgcgCBwHJADf+Pz0g/LT9SL7gvxK/dP8mvsU+mj4yvVL9yT4x/ti/Kz95P8iAlQG5wZdBfX+O/pW+Dr3n/ZX+Vz9ugTUCIkJEAbXAiUB/gA7AHj/FwInCWAN6hBbEpkOWA7DBf3/Jftd97D47Pus/zoFjgZuBlEFMANfAQP8MPrj+A7+aQIBBhwIPggkBUICp/wr80ntz+n+7B/04Pw9AioI4QgJCOwBw/n08yzx4fWV+5sAPwSACaUKpAk+AKv6a/I18WD0A/el/sQCFQtuDl4OWweGAlT8Z/wM/v3/Vwa2CncOORBvC/oC9fy09ajzcPIg9f75IgPWCQAQ6xEsDhoIUQDb+VDzr/I49l7+MQWGB2EBKv119jfyXvFx7wLzPPha/8sFPQt2CTwKIAUS/+H3g+6Z7ovz+vs7BJoKWggcCYAEXf9D+5b1H/ZG+A/+vQJzBzsKmAs/DaoKYAW/AYL7rvrB+4z90wIpB4QKpQocB8/+svgS9S72W/v1Ar0ILA6TEEkOIAqIAAH6svVK9J/1qfOK9Nr5n/2fATYBwP9M//D7ef1++p77HAA7AoYIDQh1B7AENf7Z+Lf2JfTc9In7dgCSBO8IdQjnCQ8KtwOtA0b+ifo5/tj+uAbKC4ENGBD7CnsGsv2z9zv4vvqSANIElwbTBnYHPgefB+MEOgEI/2D8jvxD/AAAmQTTBCkGRAGe+DDxA+tX6MrvGfe9/sMGAAq2CCsFNQAv/R785fSx+CD3oPnR/n8C1ghtBX4Bfft59yb15/Qq+xQBXAZiDAoLyQjgBC8CGP9//3//AP8WBFEDzQUCCecFJQagBBT9ivya9tb1gv2lA0IMFxD1EGcMGAZK/eT3jvUD9iz2A/kc+m34//3q/NX9rvzP+Nv1O/do+LL+9wKWBF4IoQP3AFP6qfSj8un0vvh7/cgA/QGEBJEFegMIBSACKgKn/tH5vvze+60ENArwC3cP6gsBCF4Fef1V+/77Kv0cAlwESgPaBhwE6QFaAxABzgIYBNkEEAbTBYADfQP7AUMCPP6M+yz4U/Ot9Jn2p/nS/p0B1AOyB6cDCQI7AEL6kfof+J35r/xo+5YAdAPWAX0Cxf1L+y78bPhz/fcAPgMpB6UI8AdHBnf/e/0m/vn9LAKqAyEFJwffA9oFRANa/gUA2veC+jf4e/oAAhgFogmfDhANfQmqBqf9zftr+bz5BPv//Y791v66/Mb7BfvS9qb3EfjB/pMCPQRSCt4JLgg/BK77Lvju85XxA/jv+lr8qgIfA+AFkwYY/2//8/4c+9r9pfzn/RYCIQFlA5sFjwI5AjD/tf15/Xr/ZwBqA+UGXAWWBWL/5/l49UT4XPlR/2kG/wVTCt0Lkgc8CFgDv/tp+2n0avTC9Lr2efxnAfQE4ASrA1UATf+s/6kBwgV+B5wFMgTOALP9QvwW+4H8dv3L/oP96P4tA30EDgmPCqUIegaeALb6Evs++0QAaQTdBqUJxwcpBsACSAL0ABYArP7U/QH8z/sl/Vb/GQRFBOIFAwV9A/UA/v6C/rEAQQTZAhYDTP94+r35s/iJ+Rr7X/sHAKEBlgKtBoYFtwicBn0CkwDh+bb3NflH/CEBEwMTBn4IOQYyApj+Z/wj/qD/uACUBG0DTgP+A98CSQEwAcb/uACkAF3+owG9ADkD3AjUBVoAI/2y98H3q/gr/P4B/AIjBeoEtgOUAvX+j/wJ+4/4WvfV9qH50/0+AigEDQLN/7/8Efuy/Ob+FAEABYUElwKUAdT+xfvE+078Zvvh/A37Zf+EAfICRwX8A/oDUgIBAUj+GP1O/O//rgJ7A9QCtgIfAWn/o/9a/+r+VP9aAk8C6wK0ATUBFwE1AQ3/Y/50/of+pv7o/Rr/T/45/5gA7AEt/kn9lvxv/QsBvv/o/2T/cADz/sL+E/3d/ZD/9v4H/67+xwA3/7kAFgFqATYAMv4Z/qz9Uf48AOn+u/+yBMwEiAcNBjYEhQXIAEcAXwFuAS0CHwEzAiUBjQMfAxUEmgRDAsQB0v/yAEoCmQPwAiME3QJhAef+2P2Q/C3+WAJjAakBIv+S/m//Lv6u/qb/gP1n/fH+5Pxd/Uv+O/97Ac/+a/11/hX+3/5UABYAPP6q/cP+Lf/MAMX/nP4ZArcFpQZmBeEEewNoAS4Auf5G/8UAeQKSBIcDJgT3A3ACwQJPAi8CpABsAIwC1wO9BB0Cvv7D/iX/iv/h/3gAzwBFAfT+pv5pAH4AZ/9L/fj65/ki+rv8aADLARICA//x/Tj9K/uQ+wT7gPwD/rj+iv5I/iP+x/xG/mD/gADN/kv+WgFkAfsCVQQ4BHwEMQIB/tP7iPvN/eEA0AI7BuEFzASBBH4A0P80ACj/sQDR//X8x/uf+Uf9ugEWAyYCR//K/4H9+P16/m3/tQI+AzMCJgCp+9H6gvv0+qv6gfmH+Qf6gf4wAAsCNgIsAFcBK/8n/C79Dv5P/28AiwD4AdcBHwJ2AqkCagAM/kP+0QAUBEwErAMhA/sDxQOlAv4BeQCrAZcCswGJAz0DiAL4AwkDXgHk/Lz5Q/mN/Aj/rP4XAc4CMwQrA/7/MP9d/h/+7P6F/uz+3f7eAFUAav8C/Qz5hfkP+4P8Kf0e/mwAgQK1AXgA7/7U/o3/t/+f/9v/5v7e/5YCbAXLBV0DyQEqAK798vsw/WX+PAK6BoIG9ATpAw4DfQNEA5kCwgFiAVr/5/7C/qv9If2l+wz9DP7C/Vb7M/7FAd0DwwKIAZUDswIqAn7/yf5B/kn7RPnF+S/5Bfq7+4f+4gHYANH9LPxl/rr/1P8s/s76fftI+0j6jf7LAYoDdAT0ATr+n/26/MX9CQB6/wUAZf3i/VUA4QBvATQCOQJjAU4CtwLFBFIH6AdvBgQFZgB7/Lr6ovrz/o//TAOkBm8JXAo9ByoGaQVUBSoFGAPyAQkAD/2j/w0BBwLwAhwBI//O/Aj7L/zD/34DLQRuAw3+RPh99oD08fP79AP6AP0j/pr+Zv0v/lf+1P1V/ZX8+vmB93n4AvzbAKgDXAYxCE8HWwX+Am4B0QEdBJwGygc1BwkGSgQSBGkEjwbmCBwI+wjXCnML1gxSDfcNWw3DCB4Dwf2D/Nz8gf3EAUYF6wShA9MABf6T/R78SPqY+Rr3Y/Md8hnylfO583LzJPQ38uLwnfF98xX14vY/98/2l/fz9jD3wfcq+cz6K/yE/x4AMgIABH8G9giYBxIIZQm/BR0DHgLjAUYGOglnDXwRsxFGEbYQkQ8QDDQJOwhoB0MHmAZlBiwJTAnSBlQFkgKq/8n8zftv/Af+vv6i/bz+7fu190D06O5N7RvsIuyI8GXyz/X8+Pr3/PQ389/uh+nC6THq9u5G9vz5M/2OAP7/VgAJAPr9Xv6V/cP+IwFyBRMIGAsGCw0GqwMUAgQEUQghDNUPHhS1Eq4QCRA7DA4JGQQ1/sL9Of+9AVwJpQyzDjQObwm3BTIBOv8h/X398f5GAPMBRP80/c77avlE96H12PT/9Lf3yvom/sUCzALf/0H7ZPXG8gnx2PHC9yP9CwAXAIAAJgIUAuoCqAP9AjEB9f2c++3+YALGBrcLIAu/CdkGYANrAhsChgL9A6ICjgC6//UA/QJxAysFagNiAacAuf4yAGkC/QP5BBsGwgIN/x/9Qfor+qD6h/yi/poAZgNVBJwE9wPZACH+M/vo91j4Zfkv+zX/bwKkBJMH2QY0BHABSf/r/3kARgPzBhcJ0Qh5BEMCof9F/ff9DP93AnwE5QVtB3AJPAoYCDEErP3A9v3ysfJ69E352P/jBAkF3QKJAKP+K/t5+HH43/if98/4y/ox/LL+nf1V/Er56/b29R72gvk+/t8C5gX/A93/g/zF9in0UvVh+aj+GgIRBvoH+whxCI0IfQbnAGn9cvwK/kcFsQsEEUMV7hPCEIoLwgdtBBADcgVRBq0GfQcSCawI9gQh/xr6Wvl0+UP74QAtBBEKpg1EDH0Ii//O9d3v8+sQ6frs7vLT+DcATATzBNwCNvs28nDtY+ry68rxcvbc+g/8/fmi+YT6Kvg69/f3BfcK+fz80gHHBxwNYgwPBzIAevly99v5xAAmCHYOIhIUFM4UqRIED+wK7AQxAdoAkQJRBjwKFA9UEIAN9gkvBcwBEP9i/hoAPAPxBTsFTQTeALr8Hvqk9qv2//aS+In7Mv4/AZQCWQDW+gb2dfE/7/vs1Oxy74jyE/Zn+un9/f5l/6b8+ftf/OT7h/7TAQMDigQ+BrIGpQZWBKYBoQD8/6sB8AVECtcNCREoEuwPUwy7BvkBDgAZAlMDDgSpBacIxAsSC9IHSgOh/0779vh2+Sb90wEzBJoGDgawAZ37u/aO8UbvQvEY8xb3VvyQ/tX/CwFl/33+N/rU9eX0q/Qf9y/8aQC9BDEGxwEo/fH3xvSv9fj6hwCBBjEMuw4sDkgKtgeiBYEDbwIHAlAC6wJhBuMMTg+HDXoIpgJn//P7p/oe/BMBCwYWB3wGIwPt/qf7BPmO9oT1RvWN9hX66f2VARIDJgGP/Z73j/Rx9SX4sP1YAUICLQPSAs8ATgBN/pb92ftR+eT79QD5BmMNeBHXENsM2AahAvH+8/qh+vL8cwESBmEHyQhECOUFIAVEA/ICYQWtBcAEgQSuA2gECASvAYz/Fvur9dfyjvGx9YP7pwBkBgAHkgRq/476SPaY8l/ySvT+9Sr45/m7+sz6mPla+qP7YfqG+Zn6Rvqe/CIBQgegDZMN1QnlBU0DTAT0BYAIaQzZDEYO+A0uCxkJKwYvBLoCwgC+AMoCAAbDCloLdgoyB+//ZflO9Gzw/fHS9pP7HAFDAfD/A/5a+4/8rvzL+MT1V/NB8hvzTfQC9yX6Mfx9+SLz+PCZ8un1wfxS/qf9sf6I+0v7pfs998L07/N99nP72f5WBYcNeBETEnMQHQ39Cs0IIQf4Br8G4ggDDQcS6RUPFWQT1BB3DFAL3gi1B6oLbgxoDOMJ2gJN/c73xfSN9LLyGfT2+Pf9HwPlBJ4C0P9Z+4/2D/Ky6xrqhex58oH45/hP98f1X/NM8RPs+ueD6fjrZ/JE+Un8IP6u/kH+U/0k+q74ePsXAMUFygkmDf4Q2w8xCxIGBAAP/tMAFAQfCKQK3Q0iE74X4xrlGIcTkg0MCEYFIQR/BQYLwA/9EUIQrwriBlEFwwQwBjgHSAeXBzkGRQRGACT6qvX78THv9u4D7i7wmfUX+Vv8gvzJ+zH8LPhn8WPrXOXt5Ajp2Oy+8IfxPPGH9In3QPrP+oH5IPzQ/RAA4AKtA6UFygagBTQE5v9T/e/9owAABpsJYwxqDmANJwoaB2IDCgBe/kj+tv9RAtQFhws0EcQUBRR8EhcReQvKBZ8BigB2BMMILw3EDjsKjAUvA+sAa/+J/Sr90v5F/aD7nvpS9/rz4O8S7IPrCOvy7lr4IgFSCE0LtgmJBdf9QfSf68/lmeZR6gjvn/QJ+D/8HQCgAFsBqgH6AfIEHQcoCPYItwbTA5L/3/mH9jjzy/Ji90v+IAQFCGULoA0yC5QGBwA4+HL1y/Xc+Jn/ZgQ8CtQQ/RIfE5AQgg0tDSYMagrxCdgIzAkQC6IK8QkjB2IFOQYkBdQDQAMiA9QFMwZeA1j/4Pg/9DzzwPN89636+/4MBUUH0waUBRIDqgDf+y/0p+5j6qzqLu4S8ZH0NfYd+DD6Lfoi+mD5Jfq9/GT8rftt+l/27fRy9AbzsfPH8qfzaPjE+ov94gAIAs4DrgMSAeL+NPwS/kADIAZ8CREMlA/xFQYYIRkSGbkUVhKgEG8ORg0dC7kLPA7aDWMNMAyBCa0ItwSoAP3/uQA2A4cETgJ8/q75V/iJ+gr8PP4V/4L/Z//B+/v4oPh09z33wPOG7kDqGeWf5WnpHO0t8hz0ePRV9tTyP/Ac8eLxhvXV9q31wPQa8RTx5/NT9PH2PPiU+GX6tfkg+8b/uQMVCEoI1QQEBNwEeAlgD+oSvxXQFVMWBRqUGoYZ5xgoFvIV0RTsEIgPeg4+D+YQ3Q7hDCgKEAeZBXoDyQGGASkCRARBBTIDGgFB/sv98P3T/Hj8m/qa+ef5Evj39df0uvIh8rvvgevb58/lh+gy7OLtre8N7+/tPe8Q7lztCe7a7WzwTPPo88X0HvVj99z5uvnH+Wn45Pcq+nj7hf+KBGAILw5zEP0PMhHSEMsSyxYSGXoc6x2iHh4gLBygF4wVixS2FfAVWBTXESQP5BAoErwR7xADC8AG0wW/AXT/5gCvAoYGQweyA5YAEf6S+0/5PPc99c7yFPLE8grwIe7B7MHrs+w96l7mw+LB4Enk7+iR6rjrterv6Y/qWOYA5CnmUOoa8ir3q/e69v/0O/a4+Pf51PpI+b36bv/uAJEE8gpaEIoXOBvfGasYShheGz0fNSLlJAYjzh9cHcgX5BMkE48R2ROmEtcNswxODS8QgxFgD98KqQRwADoAbgDQAUAEUgbQB00FLP+296Lxye9q72nvCPBg7azs6u2R64PqNuow6UjpceXx3xLebN9G487mxunn6Tnm4eSj5Rnlreio7a3xzPck++T7CP9LAnwF3gVmAsb/8v44AmQJtQ4VFQ4bBR03Hx8gcR4+HRodFh0FHBMZoxeHGOUbNB6bGj8WZRHmDC0MowrxCa0Lew7YESAReA0qCW0F9wR1AxX/ef2E/Iv78/z8+uv1K/H27UDtDesu6Pfl++Wj6jHuAO7n7D/q4+ZF5Kvf19zC3Ufhvebz6kvtsO3l7NjuN/Ie9Oz2mvoJ/m4CagMiAzcFawd6CNsGsgQGBIMEIgkhEBcW6BzcIKcg5h4/GWQS5A4aDrcPWxP4FkIZxxkCG+oZwhPrDR8IWgTPBWsHCAmEDBkQDhGSDuQIbQJ0/GP6+fgo9iP3nfdm+E76GPgN9MfwIO9N7droWuU45THpoO/H8nry3PGi7vPp4uYa5aTls+gD7pnyO/XP9nv45PqG/rT+o/tZ+gv4IvjW/DYC8gVkCN8ImggwCPoGNgYhB6QKQA6sEFkTTRXAFRgWlBOAD2oO7A2mDcsPrhKHE1IUYxUwFIQQYQxJBrgB/wGuAuMCagXVBxwI/wW0AdT8dPlK+Cf37/Zz+H36gPyV/vz97vpS97Pxl+tD6H3pF+xe76/1tvnl+lf6rfYY8jPvGu1C7D3wFPbj+QH8ev0C/sf+3v5x+3H3IvWL9ej4/v7xBLIIBQwdDfwJCwZ4Au8A+wJGB14KZg1AEGYPVQ3uCtsHUQRNAtoAFwI0B+wKuA8GFXcXAhWTDtYGHQDC+gn5RvpZ/PEA9wSQBkcHMwcvBL8ARv/R/df9hf8JAIj/wP+M/wj9lfmL9ADvsexd7MntP/Mz+z8BgAUbBgsBLfrI9J7yNPP59Cv2qvXh9en33Pnl+yz8U/mA9GDwIO+X8Ib0vPtZAmgH3QhUBqcDCQBQ/Un/8wJLBrAJ0ws4DMYK/wizB24FGARbA2MCYwWfCmAPcRQQFbQRjA2PCNEEZgCh/c4ATAioD+cSDRI1EKQMVQapAVf/7P66AEYCSwPTA4MDhwI0/h34RPKa6/jo2uvq8BD6EQLdBEsFPQHT+OHvLuqj6frq1Owb8EX07PjR/NT8ufpJ9sTvFO1V7NztnvIR+VkB3we5CmYJSwNS/cj7Yv15AuMHww19FU0Z/BdhE8ENjQkABMP+ifxv/KsBAAvPE9wa3xxKGfETYgxjBjkEsQQqCCoLUw0VDrgKWQZ7Arb+i/yV+af2k/gH/MT+XgAvABf+i/ii8f7r++gs6vHtWfMW+gX/vwG/A4ECkfwt9bXugupp6ebpe+sS7SbvR/In9WL36Pdp90T4BPlV+Nr5Lf+YBc0JggsMC5gHXQSIA70EwgjjC9oNBxGxEm4SkRGSDyUMJAY6AfD+DP4xAUEGZgvjD7oOlgu8CysLDgnuCGAJlAlvCTkJeQm5CNoFSAHf+6r2/vGQ8PryKvfN+0z/JwD5/qr8pfle9VPxGfGA86D3mPsT/NT7MPqQ9ervKevL56HmkejG7Ozw8vVQ+xX+a/+C/hX6LvaF9Y/3rf0zBXYKZQ1FD+UOPAtMB7UFtgVXB5cKsQzMEIgV1xYfFiERXwkxA8P/mf5C/9cBCgd3DeoT+BiVGDwUSg/oCL0EPALEALICPwX2BkoGbAGh+zn2l/J58bXvofBf9Qr64P/CA4ICg/6c9ynwTuqx5jXneupo74D0n/Wu9X728fRl8hbwj+2t7d/wf/Xy+UP9ugD9ATQB0/+n+/f4/fuvACUIKhDVFIAZpxxnHMwXlhAiC3UH0wWYBhoHrAn6DYAPYw88DqsJ/QZKB9oGWQf/CIYMFRCREDwPNQmtAdP8fvg39zz3a/W99+P82QAXAkj/jvyo+FbzRfGU7pvt3fA28nv0MfYk80vwfO6F7Ovqi+le65XvNfS++fP7Mvy1/I/6RfdU9LDvXO/p8/D47P4qA58FzwYWCAULswvVC6EOFBFRFKYWchTNE2IUlRDEC0sHNwT0AgcEuwgODBQOKBIrEy4Szg9rCDoDXAEK/xf/XAClAegChgL2AloAOPzt+136ZPkq+bb3B/sR/1b+hPs49rjwjuyg6CXobuev6BjvG/Os9mX5yfd098L1gvHh7vDs8O2Y8qH3m/16/4T94vvl97r2TPik+HP+MwZbCzkQQRLQE5wVsBV7FI4OoQg9CJ0Isw3xFdYZ3h36HAsViQ3OBeUAuwGJBJwIMQlRCPkJEQi+BeQD8v72/XD9i/om/MT9Zf9CAwEEygNA/n32NPNz7ljsqu4o8G31HPlh+Jz4XPWG8YLureog6gXq1+ul8uf0j/ZV+Oj2AfkI+T715PTo9FT4XP5DAlgINgqgCDIIdgPs/4D/B/+1BV0NKhLMFjIWgBUdFqgTUxKxDk0LPgypChkMPRDyELkSJxD5B4IBYvpz9rT2fPhZ/vMBXgNBBRMCLAAP/3v7PPxD/Jv4wvYm9Qf5fgAwAwUD3Psl8xDwjezX7D7xQPRL+pT9u/uT+XL1x/NP8x7wdO+w7bDv1fjj/ZYDLAjjBsoGfgNg/aj7vPmC+8wA7AI7BgQI4QjdCxkJmQUYBV4EoAg2DM0Mbw/VDuYOrw4mCnIG0gAl/SMABgLKBOMHoAZ0B6gFoP5n+Qr0tPK59LH0LfcI+v/8mALcBLAGOwcKA20BR//c+8f85/w4/x8C8v87/Zj5pPaM93n3aPg3/Lr+LwPQA9X/Tf4p/BX8GPws+VX5Z/gL94j6KPz3/z0EnwS6B7sGBACV/ND65PweAWQBPAOHA2UC1AJuAK3/1wBnABUENAUDA8MD5APpBWoG5wBz/M732fNP9MbzDvZz+tz8BgPDBRYDmQI9Aa4ACALs/93/pwHpAh8GXQbFBpgHRgYfB0oGZgXQCMIJkgs0DhcNUA1EC3MGKwNS/VP42vXY9GL5ZP2x/90CXQJDAYwAPf2c/Nz7qflM+Xn2PvX/9uj3jvrk+ZL36PZC9Gb0fvf5+rL/xQCO/lv8CPeN87rydfL39ab1QfMh9jD5FP8GBeMFnAefBnUD0QGq/kD+kQCIA3QITQl1COcJNwklCrANBhBrE80UnxRMFsUV7BPXEmMRehGNDT4IhgdMB+YJYAw6C+UKpAczASb8bfaM82Ly2PAZ8lbxL/Ct85f1wfbb9hbyAu/+7DDr2Ovv6/LtePFX8x/11PHO7HnrN+pP633vwPEO9738BP+pABMAU/6e/RD8i/wq/un/jQZ7DKEQBRMYEAoNKwvsCawL2wx2DksSGxe9HK4eKR3mG00XCRP3EL0NXQ72Ec4TNRXDEw0Rvw/pC7QHFAKS+4T40faw+MD7DPkd9RLxIOtc5g7hit7j4VPliule65brgu3n7KLqielI5v3jxuaG6ebt2/FE9fn59fu++7r66PgR+of7i/2oAQ0DbgZnDEEPXhA+DqYK6QqkDNwPqBToGAQeRx76GiUZnxQuEtQUJhVDFXoT3BBWEjEUIRcOGYEX9BS0DgwIlwSeAK3/LAGh//P8Svcq8HvtWOyJ7AbusuwI7AjpeOQQ5PTh9eD04Sjev9o22JLXXd7I6KPzH/tr/DD8mPq/+OT51fk1+zX+Bv50/8kBiQN6CV8ORBCqEHgNBQ7AEGEUwxlkG9Ucjx5wGzoYqxV5E8IUnhV9FtUXCBhoGYYZqRdxFQ0P+gjdBfb/J/z++vf6uv+lAvEBp/9K+nX2nvL67bLqseVB43zk6+KH4QvgV90p3Yzdft6h4IziCOgu7mPzcPjW96/22PZH9Hj0y/U/9sX6YQC+BtkNXhHoExcWPRfAFiUTNhIUFrgY5Rp9GzsaeRq+GHUWuhT/EQMT+RRxFc8XTxgpGNoYOhTSDlIIDwCd/L/6v/lF+hD55vk8+o73APSs7dvoOeZ74R7fauB/4WLkvuds6L3mDuPZ4TvhC+Cn4SjjXug88LLygPTd9GjzjPbb+T38/gC7BY8MShF9E9oVuxQJFMcTPhE0EpYTiRPdGOgeECMUJekjoCKCHrYX/xNrEhAUFxgoGAIYlxXrD3gMGwhiAjn+U/pq+f35avlM+5T7+PmG9mrszOLm2g7UoNQc2b/efOPh5HvnyOdJ5u3kAuGq4Szk8+L94wbnnuz69pf9vv5L/hb8k/s3/VwA4wY8DZEUqxkMGMIWyRZyFp4Y1RiMF5gYQhoqIDMnxCvGLaIptCS0H6wX+xLWEEIQyRJqEsAOeQydCo0JjgbjAVn9hvcT9Vf0wPIC8z3zPvGf7d3mP90l1hHU4NaW2pLfi+M35CfncOhs527mtOG03RTfUuB04j3p5vLG/eYEhQdRB4YEngNABL8EewfGC2QTPRymHnUaURUnEpIRTBIRFmQcNyKgKCEtBy33Kkkm/B8YG78SrwcNAXYBIgfoDlkUyhRqERUMLAIC9/XwLO9L8lP1cfLc7UrpMuW44/PhXOA63tTbR92z4Qzmm+uO8I/xv+8z6R/gT9vA3LjjF+/A+Xz/JwMNBloFoAKYAYUCVAQMBioG8gY/CyMSxxiiG4AZnhNYDRYLUgzlEPcYPiFqJTIkWh5KFXwNMwo4CLgHpQcnBqQHVQy8DocNCwn9AOz4h/IO7KDoE+tf8Lv2+fo5/JH6svXO8JfqFOQ44fLgbeR+7CLznfZd+HH3TfWx8n/vbO1h8ev6yAMLClQO7BChEUMOOgc3AAv8kPvd//UH8A7xE5AWkReVFaoQGQu2BbcBgQCdAZ8DvweRDMQNVgwTB5r9sPZb9NXyIPRI+SL/QwNeA78At/wF+JXzY/BV7x7xUvQ3+eT+FgLPAZz+jPnr807wwe7e7/T2KgH8CWoRyxPFENQMFQinAxUBBgKzB7MOYxOwFYIVtRL0D1UM6Qg7BrIEpgaeCgQO5BH2EnER5g2qBmf9ZfIV61nqeexs8VT3MfsO/Z/5Y/HH6aPixdws2hDbFeBE5e/ppO/I87f2rPbg853yw/DN7uPyAfqsA8AMNRAUD5kJdwSMAsICQAcZDhAV3BxIInMlMyerJj0lsiBiGVYT2A+PEEsVhhkqH3ohNR7KGfERaQq3BlMEQgUMB8YG0wUkAR79tvip8PTo6+FA3hngWeGq4cbinOLf4EHbCNTdzd7HlMXmyVXSFN5l5h3scPJ98qnvuuwY6STrofA89m3/bQeCDoEV3RdLGQkZaxfbGfEdYyPbK2szhDqrPns85DacLcAmMyO6H00gGSIFJJkoXikbJ24jNBuyEeQIWQAS+/X3PPcR+Dr2BfQ28eTrHuaT3o/Uxc11ycPIwssazqnOMs2Fy93Hp8LnwD/CfsZfzj3Vm9xA5G/p8+6/8hfzU/Ou9Nr46P53BP8M9BbMH0koTixKLVstVCuFLB4x6jUjO2E+7j+qP6k7Ljc1M+IwJTBcLf8pHCkpKK0okyjmJAQfHxWKCZD+iPRb7tDpxObL53/lbN7818bQHMqRxYfA2L3RvbG/SMIew0PEPsRiw2rE/sOSwgPH7Mui1BvgLulR8yj6sv4o///9JQD8AxQNFhlVIrspcS2RMO4zSTfoOcU42je9NaE1KzjhO75AMUOFQlw+ZDb7LkYpfSYXKOgnxCWCIaAbSBNhCmcD4PoK8vLqOuMr3mXbndjp2IvXBtRIzFjD8Lu2tcK0irbauEe968ExwxbFNMaYyOvNctXL29/hHuqf8fj4Df7wAg8HbguyEZMU+haeHFki9irPM986wj4mPyU+wDlMNxI2vzRvOJg8XjwqOhE2DzJ+LmQr9ib+IFwbDRX6Dr0JaAVSAcb+qPqI8Ynnlt0r1hzTPtNs1RjXy9Yh1CHPgMidwku+Tr14vwvCaMVEy2zRF9g830DjeeS05kToeupL7kfzsfscBvQPKBVJGMUaBhsVHbghniZ6LKAy5Db6ORY7SDqBOC03vTSjL6YqCicYJqwoYCt0KjImRCB1GRAQEAWo+7b0YPGm7+7tvurr56TjK+Dw3UHZc9au1G7TVtGXzn/NAs520IvT+tPm0h/T6dP/2LjhzOi076P23/mo+mr5o/rY/hgDCAgbC7AO7BMTGesfUCe5KpIqzijLJwwoASj9KCkqYyu3K1woECUgI9cf4hydGpwXKRX7ElEQGQzOBp8BOvuC9TDycuxo55jmsuaC6Q3t5urM5Ubg3NgJ09LMsckUy1TOo9Og1qnbq+Lf5yLus/GM8rn0NPcX/H0BXwYGC8UNUBDEEmwS2xFhEywWYxpHH5YjOSaRKlss6ykIJmYfYxkNFvYU5xQDFo4YShnRGQMYuhEDDVgIEgFI+7P1WfL08DbwcPSp9QX1avMh7nLpnePh3ojfLOEx4cPeptlr2LnWk9Z+2QLbKeEu6M/syfO8+fH+qwXxChQOkw1XC7kKKAurDkATXRZ9GsoejB8lII8fVRwAHZMdJR3DHSwbRRmYF20VChTBEEUQqxB1DSkK8AV+AdQAWv9X/oz9QPlJ9ajwGOxV6UXob+lQ7ELqmebK4r3de90e3QvdSN382orbVN3U3zvl+Om48VL4D/kl/AH/lgE3BycMghGpFvQXIhqzGzUcpR0DHtkfBCJyHnUaQRavEwIZ3BxpHRsbiBOWDikMDAtuDkkQqBBBDl0HlAGB/CH5uvlL+Rn28fEz7JjsLfCv8ZD14fPF7n/pJOFH3NnYFNhY29DbWtz93GbdnOHP41zmSeqn7ZX1uPwzARAI/wtVDzcVdhfpFmgW9xRmFnsbMh5NIVMipSLqIzgg8BymGCwUHRaQFEsS7BGhEMUSRxKyDTMJFgO7/6r+ivpw+ZP3svWM+VL6nfe/89rtM+zg6ubmSuSo4PTgL+Lh3/jeptwM2t7apNqJ3FHhH+S26UzvZPPo+Yn/AgWbCbkJEgqbCqQNmhatHI8gKCNYIfIgjx4KG+QbghztHbse2Rp1GCcXURZUGRgZ8BWiEwcP/AzwCjIH9gWIBCEDJv+89jDwPutT6bbsHOyy6iHrYumr6Y3nT+IN35vbRtk12cLWrdXk1rHaDeJY5TTnButV7W7ze/l9/GICqgbNC+sS9xPWExQUERWaG0gfriA7IuEgfiI8IwkhxyHOICwgRR9qGmUXIRX8FO0XPBi+F9MVPBLqD/MLaQZaAVr8Yfm49SzvZOp05iHk8eQQ5J3j2eEf3brbQNto2KfX6deo2Fja6tfL13ra092f4xTp/+509C73QPvE/ygBAwXtCY4RbhiXGKsZHhvvHJciZyOLI+slVCROJXclMiLmITYhUyEkISscOxhKFlwWqhnCGSoYrxXsEJUOsAqIAhj88fWI8CrtJ+bI4FDe7twC3xTfLt463o7aeNgl1gXSItL70WHUi9dp1//Zvt0N4aHoI+7d8Cn1yPm/AUAI9wrZDuUSNxaIGBIYeBmaHJMeDSMQJiAoSitJK1or4ikrJL0hrSEQIBge6Bn/GI8avRnYG30abhTHD2wJmAVaAPb2CvS18XPtquld4u3cAtqT13nZSNpm2R3ZKtbH1uLWX9NB08jTYtSB1lLWrNj93frkzvAg9/T3+voD/hEC0wVmCL8P6Rb4GnAgsCLYJDkn3yYOKcApESj0KqMu+zDGMJAqpSbFIeoccxxBGtEYIBcjFAUV1ROaEAQRVAwIBN/5uey65U7g9tuO3brcrNu+27vX4NWw1CnUDdYh1gDWztQQ0SrSVNUH2ArdVN223E7dUd9z5wXwhvhqBLoL5Q/oEe8PqxKSFoUZYR7iH6UhDCfVK54x6zT7NLs1ETMUMKktWSlaKGYo+CU3JPYeGRliFSwR1w8EDHYG3wToAYT+DPon8xDvPuni4B3aDNNxznLNzc6b0onVEtbm14DXBtbo00vQ8c9j0NjRLte021LgreZ17LbzNPZ09an6LgHACPsOtRPpHP0koCk+LGEqPii3KJsoTSosKwAsNjBLM6U1mTRLLpEpMyRCHgwbDRfNFQsXrRY8FQcPFwbfACf7yPV67xroPOcE6HDnkubB4DvaEdZ20CzM18g3x77KeM3L0d7WRdfS1xnYdNd22LjXsdjF383ohvRF/CICaQoOECsSBxIXEmgW5hyGI0gq8SyTL+MyzDKVMMYtQCtHKnEpXSgvJwglSibaJpgkcCKeGhIS0gsxBgIGKQZZBmkKsQo+Btn9I/M77GDml9+c2uTTtM4FzcPMh9Bc0V7P9s5hyxLIW8cdyF3Qe9ns3tzkcuWO5FLmeOm18J34DQGmC2AV/R2PJA0oZy3QMC8vJSy9JbIfFB6sIBwp8y/vMW0wEypTJDAfPRvmG2sdnh0eHS8ZeBVEFFQRUwz8BkYAZfu792v2jfk6+3P8FPpR8bjlz9V4yDHBjb31vqLAGMIuxm/L0s9t0j3Tl9Rq1QXWPdjL3K/nV/YZAsAIogtODfkPDRPiFsYcbCP7Ke4vnTOeNeI0CTLNLFgnHiLgGz4YCxqqH+wl3CgaJ34kHyD+GV8ThQxQCfIKUQ0LD0cPMA1YCWAD/P3m+G/yQO0A6HTifN0X2LbSX82hyBDEkr0ut2W1q7abus/Cs8x918vhzue16SLq/+t68Vz58QDFCNwQJhlgIYoo2yweLtQtfyyFKQwnKCYZJ4wpziodKWElXSCvGzsYJhVaFVgYgxu4HwIjsiKQH7AcLBmwERcIpP/4+4384v7DAeEC9gDg+rjxU+dg26rRs8rTxeDB6b2Xuue4zrqavQq/t8Asw13IL9Ix3tTr5fihAacGkwgXCfoKzwxfEL0WJR6BJPIoHC6CNH048DWVLmol5x37GUUYaBgiGncccx4EHoIcgBovGP4X5RnwGtYbzhsEG9YZxBZiEewLngVQ/kv3uPDX7Dbt6+7o7u/qT+Gv1jHNmsShvay4jbdvuUS8qr8xxEHKGNHT2FXgnOVa69vyLPw0BhYPZRXfGcQdQSDJIaMiZSP9IoojjyUeJ3cnvybLJT8jcx6uGYEXyBc9GLUYfRmGGqMbFR0PHqcdxxvwF5MTlxBkDb0KigphC90LnAgnAJf3M+6W5lTin91O2LbTbdALzVnKC8i1xrrEn8KhwTjC9sWgzHDXtuIy61ryEfeG+j3/zATcC8gUBR2WIhEmPicxJ6ol+iOmIksfnxpWF2oYgRrzG28d3x6dH0QfgxwVGUkYXhgiGr4bHRstG3gZvBQWEa0OpQswCOMEEAN1AdD/j/yQ937ykuu94gHa/9AJypjGmsYQyRfKKsrzzH/QnNIj1CjWQNqE3ofi6edS7Sryvfe+/u4GvA3FEaAW6hr5HnMi2yODJkMoLyYXIkccqheQFscViRZHGcoa4hx+HmQfbiAkIKAfBB3uGAYW7hHIDGYLvwy7DS4MTQggBfUC/wC6/r37k/mh9dPug+f83kTVK84NysPH4sbCxgPIlcso0YfZ2eHO57zrPewz6vjomOpV7rHznPnd/yMGMgv3DLQONRINFb8YohxzHw4h2h/oHZYepyDsIb0geRyqFqYSMxK5FQUafh0VH6EdPBtCFcsN+wpwC8EMUw1iDJcLqApSBxAEBAGc/tv7qfaQ8JzoU+Aa3A/bv9qe2e/VeNHAzm/QGdR118bc5eVj7cnxnPM186TzdvSU9vH55PuZ/D3+W//DAOkDHAg9DawPTRF8EhESfBQsGWgfXSX5JoQkCx+QGcUV+RGGEBgRRRADD0wNDwzGDl4ThxaIFaIPMQn+BJsENgZeB0kJswpkB9cAa/md8TLsjegD5d3h3N4/28vY2tiQ2ojbn9xE35zi0uWF6c/v0PmDAwgKjAsGBwcAFPtO+d/3IPdb+Or5Nvzz/s8B2AM8Bs0LZBGBFBkVYBV8FqkYnhqVGl8ZuhWvEE4NJAuBClUMzA90E1cU1hFcDn8LaQieBb4DwAJLAvsBRAIVATf+7vve+pb4FPK86ebiJN5U3ZjfUOLd5rPrSu438ODw1fHz9b77kQCKBK8GAga7A8sBZQDy/dn6kfjs9eTz4fEL8aX0E/t2ARsEiAS6BAcFzQbiCQIOVBMmGisesB6iHI0YjxUVFHAReA0ICIQCzP5a/Aj8wv6qAsEEGwSmAj8AUPzV+k/93f/I/tf6svbl8cTsf+oi6/frp+2V73PyVfZP+kwAkAYVCtUJ3gYUApD9Rfsc/OP9S/+DALb/0P6L/KP4bfY49uH0x/KU8U/00PjA/JMCngZ+CWYNjw6rDYcOaRHNFiEbAhuvFz0S6AwBB3X/ufmt9TvyPvGb8OTx2vV5+Sb/JwMTAlL/sP2N/bH91fxr/E/85/vt+6f6Dfpj+pr6MP09AaMDHQVZBuQJjQxmC8oK7wf5AjP/7/va+nT7gPuG/VT/v/2A+mD3dva79mL2NPgi+0L9lP9CARQFWwpEDWkO6wwbCooIIgfKBiAHigUJA9/9PPbt75fqtemM7aXwFPRj+ED6pful/WUC/QZFB6oFdwFq/dX8Vv2r/1gEQgdJB3IEtwBq/ysAjQPCCPAL3gyBDC8LzwnyBrcE6APnA14EfAPUARcBSAEvA28EyAFY/uD7qviV9rz1HPYH+T78yP7B//z/+wDCAG0AW/8r/pz+Xf0k+235APbB8lLxqe9b7ifth+2K8dr2bPw1AQcEXwf4B8cENgKj/+v+O/8rAPEBXwFYAG4BWwIBBTcIjQm1CiQLoAxkDysRXhJqElwQ2w0BC7YHAwXNAtED0AZwB14HTAZBA+7+wvkG9nX1FvYk9pj1+/MZ8m/xVfNt9oD5OfuO+i76m/sN/fT+4AEABEMDgP1z9qnx4+/P8W/0i/YJ+fX45fZG9ur2XvnC/JH/t/+A/P/52Pq9/fcChQboB9AJQAo+DJcP0xJXGKEbfRt/GpIWhREpDlILzgk/CLsGMAVKATL+J/xF+hz7Fvx++wH6jPbK823yuvKo9CP1XPbr+Bz3qPS79Tz5mP70A2sIzwkkBugBAACF/tz/pf+r/dr79vbt8cjvdPAn8qHy5/Kn8nfvkO2x7vnyofmv/WoBzQWhBi0H9QpSEVgYwRznHP0aQxnoGXga1hiWFtkR/guOBqEAPPw++bf3Efgc+DL31PVT81HypvNa9WH3BPeX92/6yPqo+1/9i//6AmQEVQSBBPYD0AS8BpAHkwdqBjIEIQHY+nfz2e1g64zsOO7P7y/x6/Dc8CLx2PGC9J72mvjz+kD8Tf2YAEUGLQ2TE18WNxVeE08TXRXiGA4cHB7ZHLcXpg/fB8sBfv1t+jT3zfMG8DruJO+X8Xf00/ZZ9wr3vvWn9IP13PlrAAsHIgptCkoKjQkPCbEHKwa+BfoEIgMwAYr95fc19DryuPAM7mrqv+eX5z/qIO7O82L6aABXA3cCof72+kL74P7KAgYHJgjYBqQHfgpHD3QUyxeVGA8Wmw+BCo4IxQrFD3ESmQ8xB9H8HvZV9Lv24PsfAEkC/AHX/qH7yvkD+9P+uAGkAYP8yPYV9kf6oQBQBakH0gbcAcT5KfHL7Qjx3vai++v8UPiE8Hrreevp7Tnvr/Bt8j7yCvIR9WT7/AT0DlYUzRI0CzcBVPuL/aMEhAvjD2wQ4AykBq8APv76AGsFswikCcEI8AfbCVwObRL+EjgPbAqmBZ0CKAFFA78JdBDZE+8S1AxtBD3+0Pqe+VT5i/kS+lL62fjc9OnvCu4e7mDuE+4L7Qft5u2A8oH4s/tU/M37WPjg8mjuBe2P8Sj5CAA8A6ECrv9P/Sv+RABwAXoBPAH/ASQCXgA6AaEF+AleCXkDcfve9Mr0lPs9BXYOgxWNGeUa/hiUFP0QexGcE+4VUhbGFMcSFBEPEWkPZAtDBS3/LPvn92v1Ava8+Vb+OgDl+5bzAOtV5TvlFum67dnyvfh2/SgAxP8i/67/AwAB//z6u/V68n30Pviq+tX6Avj28xLwquu86PvpfO6c9tb/QwTHArP/D/1w+0r77vuS/dYBbwiKDugT9xikHJcf5x/OGhgSpAp5CP0KLA8nEqES1hDsDNYGHf+Y+Rz3R/i7+vL7Vfxj/Br/lQJtA14ACfud9pv2JPnw+5AAjgYlC+QMsgk8AnX7Qvdo9p/3/vhk+dH6VfzF+vz1TvFT7dvplem96cXpqOuR78P0Avrn+1/61vnt+pD8nv0FAT8HuQ7UFeMYQRd2FbATCBFnDv8JKgVyApwC7wIHAnwA8/6//ZL+HP7Z+XT2HvbK+J/8SwDiA7cHNApYCscHegRdAUIAUgNfBRsGBQgFCg4LmwpYBhMBzf0i/M38tPxd+8b6YvvH/cH9ePkM9fLwLu7e7cnuVfEg9ZH71gGDA68CBAG1/ysCqwOfAooD0wb6C0YQ4RBiDvsJHwa1Amj+KvxK/Kr91wD4ABb+D/yU+p359fdT9JPxi/LM9yT/GQTgB6UIjwf3BqkCCf0C+9j77f4RA2UDlwKHAUkBcwFq/7L9I/wy+0z+bgLWBEUIvwm/CYcHkgGe+3H3LPf997D3lPkO/AD+WwEgAmUAmwCcAc0DMAYUBukF8geyC+QO8g0SDD8JvAUHBKoBvf5f/nQAlQRXB4gEYAAi/Tf7ufkr+Df4T/mE+uf8D/48/kH/S/8XADD/DPn18hnx9fJ59sr4Fvux/Mf8W/1z+3H4Bvlu+/H+HgN/BL8ECAZGCMgIYgW/AKf7wPZ39kP30fjS/AsAZgLqAvQAGf+l/dn+UQIxBYAIjwwIEPIT4BNkENEOXAyOCoYIpwT4Ah0DugVDCekKxQrvB/YCRQA7/X77EP5vAN8DbwVjA54AtPyc+IX2X/SK8sDyRPRs90T3n/W39Ur1mvUm9pT0K/RM9OnzgfWN+PP8qP+2/uf7X/WN7vbuXvKK+Bn9MPwD+0/5BPoV/qcBmAbXCR8JLgoICtEKwg8gEzUVlhPaDvIKgAhhCSUNxg2hDwkRyw5IDdoIUQSlBLUE1QXEB+4GbgaUBSwGEQlfCi0L1wnRBSQC+/y8+QX7DvtI+7n59PSd8Nrsmev/7THxUvUu9xH1XvPu71TuW++O7mztcuot5YXhNOHv5QbvW/bv/JcAx/+f/mz8ev6pBUALtw9EEk8SIhOAEssRYhI4EhQTrxGhDRUMvQnOCEkLiQuaCpwH1wLIAPv/IgLlBwUNxxIiFlEUgBE7DTQKLQp+CWMIAQVVACn+efyG+x38zvtY+/73lfE67r7sbu5O8u/y4/JL8UHsCulW5vnkv+Vz5dPnlOla6CXpCuuM7xn1zfWR9rj4BfusAGUGIgx2EQAUsRbnFwgVzhKpEN8OqA6cC8gJGQpXCV0K9wq9CWgJfAcJCNEJEgkYCpkMIRCME44SKxAGDlsKkQiABsoDnwL8AEsCbQIb/mD6U/d29Zj1G/PV8X7zDfTC9tf3Evc696b0W/JM8fDsnuiC5svmg+pQ7NvtffCn8NHx2vCu7QHwlfSW+hUBlANqBuwIhQptDoMPdg7oDT0MqwxhDSgNcA/ZEGMSsRJwDS0IMga6BhcLZQ2JDQQOoAzTDHkLFwhdBp0DSAEl/yT7s/lb+8n+OQP1AwICUwBB/hH9evtx+aH7QP/+AQID0/0v+Pn0UvQW9u707PC77b/qK+uX7dDvRfNQ9HPy4u+R6nboau1g9e7+fwQvBbYE0gTpBxcLPQxfDWEM1goVCxQKpAkjDWkR1hLzDkwIgQOjAZ0DKAaxB+UIxQfwBSkFigEY/RT7tvqn+7v65feu91P7KgEMBmkIdAmwCAEH4gWfAwECjAL5AgUEmgJy/Rj59vWI8wLyYu+J7cnuZfC38vb0V/Xr93n6Q/uP+ef0e/La82r44f5LBH4HKAlzCBcINAgjB/oHIgkECSMJKgh0B6UIqQlBCC0EyP/6/PD7vf1rAFoBjgSGBokFRARaAEj83Pql+nP72vtF/LT/aQPcBgIJ5QfEBx0GfwPnAYv/bv90AS8CNQJ9/kf4JvUp88jygfLz7znwrPLA9Sn7V/43ACIDdwK2AKb9o/oM/ZIARwSqBjID5gHbAnECRgNMAbr/VwCGAPwBdALPASYD5ALgAev/x/qj+Tr80f/iBMgGkQasB3QHoQcTBsACsgGzAHIA7ADy/xoCHwbYBqgG1gIR/hD+Rv/YAVoD0gL9AgUB5f5W/An3U/Wr9SP0DvS38t7xDPYW+Wr7u/2Y/Gb9ZP48/5UAxv/SAXMFNQffBwMEKf+f/qT9i/0F/rr84/0I/xQAmwCj/Xn8EP1P/CT9x/y3/JsBVgXhCT8L9gjSCFgIswiRBzgG5ga3B5cJ8QoaCCIEhgEm/mH7wvnR+Nj8SgJlB/QL1Al2Cc8IDwNt/nD3dO/n7e3ubPNo92D4avwCAAEA+/2q+m74wfh6+eH7Gf3c/i4C3APPBFQDr/3i+Z/5dfrf/Pz7//2LAq0DNgUyBKUAqf3H+XH2OvUH8133WQDdBzYOFBCJDzINkAlWBuUAT/0a/kP/CgPNBT8GGgetCAgLgAr7BHYA+P3z+j771/2fABAFMAdOBscCJ/zi+Ub5Avkw+rr42Peo+Sf8+/4o/+v9v/3J+kT5vvjI9wT6T/1SAEUCRQCh/ob/r/7K/i/9cfpM+jX6f/tv/kEAqwK9A2cBiP8R/dD8AgAwA/IFVAXpApEDcQRPBrAIywcpB0kFVQED/wH98/19AlUFAwcBB+sDHANyA7kCEwFC/rz9lv7G/lD/U/+X/tb/cgDTAEYBov4p/j3+Fv6r/5v/rACiA6IDjQEx/8f8qPx8/MX82/x7/Nn+eQADAT8CjADZ/Qb9lvym/J/7ffxKAEICIQVNCO4GJAXdAkj//v1S/Jf88v75/1sBlQK9AocD2gHl/qH8OvvS/B7/8ACDA1wCiwBwAID9vvu9+pT5Vfsh/Tv+bgA2AXgCKwMaAl4B0f77/fz+lP2r/jUBPAJZBZAGKgUTA93+7fv1+gn6o/tF/dL9Q/+3/v79Dv74/eD+0fy3+1f9o/xh/9ADjgPaBBUEMALdBAsDFQETApsB8AItA+4CNQI6/6n+zf2g/YABbQM9BgAJfAZiBbIDnABJAfL+Yvx7/bD7a/rT+o/6/vtw/Tf/9v6H+tf4qPnU+sf8jvwM/Jz6hvYW9P7xF+6M7jHyHPcX/oQEDwwmD7AQyBL2C3UDtvyc8fLrQ+r/64b2T/9GCi8USRR1FNMVRhDxC2AKmQePBUkFjQheCT0J9gsyC1sGIQCJ+tv54PokANwIXAttDsoPLghmANn3IO8d7MPpoew09b77pASjDFMNqQmSAUL4ku/H5ZzhsuAU4+jrrfTo+pb/bAMBB9YHwAh3Co4HkAguDMkJSAfHA8r9PPiK8GLtrOwD7ej2QQGJB+gPgBUtF5kW9Q8VCKEBxv1BAegEXwZ4CO0I2AkVCugHRAOF/Er7PPxc/BkBagRUBv4IMQXY/0j6HPKe8Z70APUY+l0AmgT1CLQFtv0M9Bjp/uM54svkHe3n91YH7BSDHEkg4hx/FyAQuQQK/eb3c/No9bX4C/kj/DH/WAEKAhD/VP6A/y8EogwJEI4QEg3BBawCZf269hz17fMh9kH7f/9/BWMJcgovCzAGDf7f93n0/vWl94L5jP3k/3QCewQlBFsCmv0m/RcC3gGLARUC0fsm9SrtjuTU3gnc6OJb7pT4uQjWGbYlSy0wKlAgIhKwAiH4Ge7+5snoYO8H+jAFFAtYD6oPyQ8OEwQToxKHEicQmg3VB9f/yPgx8ZPsKun15OHmGu00+coJJhIGFn4VHQ3ABsf/hvWP8d7wZPAL80j17/ZP+9gCTwhyB4cEQP669nbzDO926hnnTuIX4jHkpOQx66b40waxFwojkiQQI0YcghTkDWMDv/Xq67Xovue97Pb6VwgHFeYhuyWXI3wfzBggFQwPqwTZAKIAzwDxAE3+Gfpt9m/2IPx3ApUHfQxMD+cQNQ7XCcMGyf5F9dLt8eOZ3l7gu+hl+IIFUQzyDv0KbwSl/J3yPuv04+LcANia08rVO9656J/4NwY1EBwZcBjDFO4PywT5/fv64/Ol7eTp7uh475L/mBNsIxIt/C6+KiwlTB2/EVcHdf1p9J7u9eiN6YPuO/SO//QJgxBTGBcd5SBvJd0j6x5WGHMML/187zbmed9Y3rPjsOfE7ZX3mwDICewN7QpCCIMAkPP25/rYT81Lym7N3dgG56H1dQb+FMMe6yJCIecZNw2MAXD4/+sC5BvkZOdU8Zn9FwkQFl4emCOnKFcoYCXlHxAVAwYx9/nsUubb5Mzq6e9g9gACuwzRGqkmaCn5K8EofBskEGIC4vF66B/lROTs493j5+Vj68j3WwSNDNMSZhLRDiYJvvxU7tHepM+ayVnJxsys2E3qxgHFGkkqsjHWMHgkpRJ4AZb2iO4D6UDs5u949C8BnAy/F+Uh6COsJDoh0BkxE9kGZ/rx8lrtUesH6qXnIOl97UH4BAegE2MfQSSrI74gyxSiB7f8Ge7D5dvgZ9vo3O/giOZB8YH8uwmjEh0V0Rb8EXkJAwDs8u3lO9mtzzjN18651/XmOfpfEzUnETLrNI8ouBanCPL97vYo7kboDOnW6xL4jwwBHnIr6i9eL3ArCyCQFSUKE/qr8IfpIeMN5TvnTems8Pb5aQRkEMgarx9uH9EeshkCEHcGZPbB51vhgtkf1qjY1dkt4rTvLP39ChsPEg9TD6oKkQRC/OrwReYM3t/bdtxX36boYfd9DOEfuimUL3grIRy7D2QFavoh8v7so+tH7FD05wZHFwQkpSzOKgAmAR6cEu8Ic/vV7nzrkOl26sPuF/DC82L74QRqDv0TAxhHHI8e1B98G/kQKQIM8UvkUNhSzh/MlMqEzvTby+q9/fMM3BOmGUQY/xDICST+ye+35ArcNNhk26LjmO/L/+IRWB98J2AqSCLdFm0QrQjQAPz64fY59kT6Tgh9F9seqSSXJf4fnht6FKwJbP2E7wLmt+AL35Tk5uvD9Lb/ggUKDBgTfBNVF8ccxR2jHJYTYgHJ7Ybf59UN0ITO8Mp7x4TQS+Gh9voN+xzjJTEn8h3xEsAFE/OC5XTbhdKr0nPYdeIQ9T0KaxvxJ88sZimiH7oVSg1+BD794PVl8B7xyPiwBQkRyBkQJCsnLyOSHmcTuAFA8uvpyegd6y/wBfak+OD/uAd3DRIXThqDF0cY7hMvC3kFZfkD6hffTtRFyoPEPMKZw5bNw+Lp/UgXpirHNcQ3OTChIxQTnPpw4xXTLsWmwnzKC9Tm6foG+h5AMlw5BzP+JxIbzhGhDSgGX/089zPzN/ah/48KMBTxGt4dyxq6Fe0QhQnpAQP7rPWa86rxEPAB8Xv1Ev9ECpsVYRw1GlQXihZkEroJgPs06CzY/8vlw0DC68CMwoTMJNwx8lAJOhlvJzYzqjXKMGElEA/v847dZMq7v7PC1sqU26P2Vw6yJPI3ST5JOwoycyVMGgQM/fsQ8frpcusm+ecIlxOPGEYXJxWGFE0REQqNAcT5afQv9Hn0rvH67/nyN/dM/Q0EtgYVCQgPwxSMF+4Ugwjw84XhIdMyxoG/mr5RwH3JBtkJ7twJ7iBEMEQ7ZjvXMfMkOhEh9pPcZcf7u+i9vcVT1e7uTgziKBRAXkzlSSc9Ni++ItYSzf5478vl8uNK7r/8Fgq1FVcccR6aHXwWaApv/mnzPuqp6L3sZPBs9FL6//8tAyIIjw2SD1ASvhZfGOkW2w54/FfldNGpwhG6frfvt36+MdHX7bIOKCtGPMxDKUKZN+slZAsW7WvSw73Qtcm6QcON0kjsMQcmITU2kUGtRHk+VjO5KakcAgrs+NLrMeI24m3sL/oOCe0VVx+4Ju0pRSTgFmsELfLu51LmFukq7U/xg/fO/8EIDhFCE5AS+hNtFJgQWgdO+fXpFNyL0ffH1r4Euei5cMWM3Q7+UBu0MklFOUsPQxQzfRqE+IXXibv0qC2pMLSxx6jnLgcHI+c8x007UNNEMjQeJkkXAAYU96zpWOCG36fnbPYSA2QNWRqBJasrISrmH2oR3gDD9e/woOxD6k3qv+7b9yMC9g07F4saAxzHGdYScQq0/jLw+eDW0A7GIL9Juuu9bskF27X1qxJEKWU4rT6XO9Axlx4CAD7dzL71qoGoVLXuyKHjGgRsIVY5pkgmS4NDGjYRKPAXrQK070jicNuG3i/q2fo0CxIYsiL3KVYtWSusIfwTJwHa7jTorOZA5xftG/Po+14JthOZGN0WZRKCEIsPoQxMA9vybeJV1PfJisaAwxDDNst32c7w6QucIX0zBT4PPRUxWBnx+oLbb74oraepPrSQyirmfQXnIBw1G0WuSitEpTbYJE8UewWU9gXt5ec36P7zgwIwDSwWCRxQI6ospi6UJRATKP1u69/jZeSt5avqG/M9/FYJmhY4HS8fZR7HGMcP7QMa9sHo0tyV05XMTciIxyjH5skd0/TkKgCtG9UwijxFO4sy1SKCCS/rZ8pjsMWnEq8ZwLLW7fMGE54tDEJbSc5AfDFHIKcRpwnS/932WfRK8xv4sAEACtQUBh3uH+AhZR5eFTcLPQBg9mvwT+x165LsJ+7q81r/NhDHHWojESO5G8ESkgsDAWr07+UO12PPjcuRyInIosub1m7qPgJRFnQiTimWK0so3B9vDwD3Cd15xGe0j7X1wMXT8+/KC5sggS8+OZ48ezYJKewZqQv+/anwsejx52TvXf+fEL8eByZJJYckniKWGP0LnP5t8PzqYeyN72n2PvzQAigMiBL9E40RsBB2EZEQYxCECr79evKl5AfX3s5myPfIjtBe2t/qrgCAFBAlry4AMJMoJxgZBSPu/tWUxKm8gMNx0xni7PKkAXcN4Bt9J3Evei5kI2YbmxJRBVX80vXg9D/77wE2C9ITUxl8H7gh0yA+FxQFfPZF6XDgceMN7JP3OgV4D5IWNRqJGFkV1BDQCuIDC/2o+Fjxlurq59nhid3P2cDTntOd1UveePRPCaQbxSnXK4snNRsBByT0VuI91FfQwdNf3cjqFfsvDQgXnBqfGf0TbQ7YB+wEDwnSCusKogwYC8sKFQz0DcoRPxH0D10PwwtICvgEQPyk9TDtP+3N9FH6FQONDGsTGhmkFzgT8g1FA7T4i+8v52vjdePR6Gnv1O9X7Z7obuSg47HkBO0s+24HUhWqH4ggeRzbEEECnfV85unbytnc30LshPcDAp4JcguyDN8IVQGO/m79jQR4EcEZmyJcJrUjgCBUFwkNxAbw/gX5ofde9pj3O/rL/FEAIgGo//79Yv8mBgUMwhDbFX8V6xF6B/n5m/MC7vXpHOte7EDvNfFl8d/zK/HT6wvoPOQv6H7uzfaDBdUNJxEtE5MP4Ar6Agj5SfLu7+jxRPRd9Un30PbB9A34tfxlApgJIRDOHBYpKy2dL3Qs5iTsGjsMzgFI9ivoyOME5lbrlvP9/FIJsxDQEbwTyBPpEM8KBwQiAuD+Bfph+WH4Q/e+9t3z4vQY9+H0p/M/8sHvZe2D6brlveKz43npOfKw/OADfAqAFvcfXySJJMoWwAbV+3XuLeMB2KrQEdQ72+foK/+7E6wizC9RPEpCgj04NB0qbhrRByf2QOvR5GrcwNtK487q3vUmBP0PjhcIGc8bch9GGXUNDALa99fwGuzK7AXxj/Kz9Wv4/vtg/tH50PZ09EfskeRk3VbW4ta/2zDm5vR9/0YL5RheJIgt0C+2KqAeOAyt+nTozdSkxx7CccbY1FLrSgqqJgU7zktvVoRWWkrDNgwgXgPr5sXVR84Yzm3Ted2o7iv/cwnoEeEVWhlfHowfsh8hGdILKwHv9pbtx+kB6Cvo8Ois6vfw0viZAgQKVAgj//jthdjmyCG/T778yDHbqfGICAEeAzDsPZ1FqkBELQQU1vda37jPO8MWv1DHN9Ws6nIE3RvOMyBEIE5ZVZZQ+EDJK90SRvpC4oHQVssXzETSMOCL8zYGdBNHHionUynvJX8fMBeWDCX+//Fb7R3pnOPb4e7hgeYk7jL3rwPjCmYJQAEU9KHj89BjxNPBucP9y9vcb/OoDYIpBEP0UulQqEBKJ6cHI+oh0vfBirs5voDK2+AV+asSKS56Q9hPiVN8TpdAoixHGocISvWQ5eDYsNCXzLLOvtva72EDrRWoJOItLDEPLHMjyRURA+3zb+lK4s3dEdvh4NfuPvy8B8QOfw+kCwwD/fY+5sPPvcCZu1e7ycIw0Hvm1QJ8HxM8wFCNVXtOKzxhIE7/3+D7ylK8t7YivaXOeuesA9wgajlcR99N10zfQtYydyAjDlb//O864iHap89SzDTWF+Qq9HUEwxRmJi0wSzQnNEwoLxa2A0/zT+a72ZnSxNcs5qD4Tgf2EE8TYgxEAyT29+M60nbEYLw4uym/KstM46QAIB2cNbNFnEs9SG494SgJDA3zKt2Fyc++VL0VyTnfJfhHFL4qrzcUQilJNkeVOqgoWxgsCKj3zerd3sPWb9Xm2i3mGO/Y95cGSxYaI8cqMSwdKHgapAlr/LDu9eJg30vhg+hR81v9Nwf+CxQLpwVA+l/qIthox4+9MrjovCjNr+JP/DcVOCwkPAhA4T5mN7ojfgu39WPkWNeFzUjN7dgp6In3DAmOGdsmwDBpO6lB3zyWMCIfSA9uADPvgeIF3Gfay9yf4Ovo1/WMAyUShh0JIyIjQh0FFWoNvwPO+fjw9Okq5+jo9e0T94EAgwWOBGj/QvjR7dLiydiozcbFWMQ+yvTZlu/sCBUjGDboPnM+sTe3KSIU/ABO8UXgq9R+0iDX5eJV89IFThjNJrwvHzOYMkIwwCmRH60Vjwpm/Z/uFOLs3svgH+Jd56Pyk/4uCMAROhqUHW0bahVUDsYH4vwZ8oXvDfBL8ef1YfsgABn/kvgX8zbtAeUd3l3asdam0pLTrNuY5jjztgNHFKwf5yaVKoUoQiHqFwwPaQIE9JXoROEf4MbjMe5n/ngNoRp6JXssLi4sKpkk9x2cEy8JnQDw9sbueOyl7bPvyvCr8gT27fiB++n/bgYQDEYOqRBzEpkMNQNa/gT8PfrN+IL3FPZj8uLt+eu97BHsp+iN5brfidmu227lh/Eh/qoJ5hJvGEYcQiHbISYbyBGyCbABCvid8S/w/O9V737ytPr8A4oM4hPZGb0cSx04HlsdwBdTDZQBpPa47Qfp/enY7MvvUPXR+Sn75vynAOcDzwT+A5UEzQbcCeMNUhCGEKoN6wZ2/xP5xfFg7fLtmO5N7vTui+8U7znvjPL+9Tz43/yBBEELDhALFe8bCh+XGCQP1AVz+0HxA+wo7nrwhPJS93L9AwKJBQIJEQzxDicRohO+E9MP/wiuAZP7hfbQ80HxJ+xE6TbraPBG+M0AjwjIC78HMwJ+/7b/4wMfCSkPvBIwEQoODAnd/4D2HvBw6uvlzOLe47rnsuvC8xv9WQNGB7oJ9AxfDTQLQg5LFO0W6hM7D+QJWgAk+S33O/b+9Zz2hvlH/y0CmwObCMkKaAoCC8gJrAhuBuYCWADn/E36Z/pT+NDzfPF885X3N/stAMEEJAajAxv/S/6F//X+IgEdBsYIWwqBCRIHFANe+uHzVe3Q4y7fSN2W3KzhbOrr9bv/DAdvECwXJRcYFWoTZBN8EQ0MrAjiApb7bfl/+6n/gAGUAPoDkAciB4sHoAmgC60L+wl3CVYHhwQBBa4DowEy/wn8WPnV9Fvzm/YF+jT/yQTSBrEF8/8s+6T7PPp5+LD5x/qZ/XABHwUUCRQIdwPD/LPyd+gU4LXbjduF3eTlbPFe+RYCrwoUEhUWYBbKFsAVwBAxCswDSv5U+qb3D/ns+7b8Gf+zBAkKjwuCCf8IkgiOB7oHPAXkAqYDVgOwA/QDfwJ0BG4DTv9j/mj98P3VArgGsQfGA2f+zPxI/F38f/x7/E/+rP9EAXMEUgZwCN8HAgGa9vjpa+Eq4L3gAuSY6ePuvvZsAGkLoRbVHb0iGCQlHm0TwAWd+gj06+6e7vTw3vGT9AL6NQJoCncMLAwKCm8EGv+M+br22vYR+NH8LQFnAg8E6ATPApz+cPs7/b8AkgSUCJsG4wC0/DX65/uh+0D5nfrJ/NT/QAQqBNgEWQc1BksDo/sE8lzrUOam5XLqcPBX9uf79gNeDTYVCB+eJxcsKSoWIJkTxAiK/BvzSO136pvs6+6e9IP/QQmBEUoXBhXKC0z+P/LX7GrrBe1U7pTv4/Pj+Jf/7gOyARkA4f22+nX70/t+/AkAxgHdA18FVAL0/gf8Nvrm+WL6Hv0ZAGABdgP6AnT/NfuX9bPwhevf5wXqQO439R//QAixFDcheykQL3osQyMFGT8O8wT9/ZT3APTu8rT0y/db+70CBAsRErQWqRN8C18CcPeH74nqfOWM5B3nWO169YT6tQAMCP0K0QpNBkgA4Pti+Fn5uf26Aq0H3ghtB+cC6Pqm9f/y3/Ay8cnxavTH+c/9tACD/qf2CO8B6C3jPeMT6Hf06wSeEwQhkihBKXomNB+bFVYJDPyb87/tV+xh7xT1JgBdCZsOnROBEwkQTA1kCLMDyP4Z+bX0v/Ct7gfx0fQm+h0BiQcGDeAOsw4JDkQKlwXtAOr80Ptd+l/6Q/33/YD/0gAH/7b8Uves8cjwYvKV9S35/vlC+GT04vBP7f3pYeuu70L1zf4RCYoVViK4KIYpUCITE90CofOq5hngn99t54D0LABeCmARXxSyFOgQPAsQA5b5v/Sl8mPyYvQj+NL+NwPeAy8G+AZLB00Lfw5YEPQPVgtTB2gEtQG7/7X+C/9DAOb/+wBOA/IEYQVNAmj9qfdZ8Z7u7+0j7yTyOfLx8k/0m/VV+tj/RAS0CWENgBD+Ex8VjxR2EHYI7/sz7J3hIN444EbrzfhTBCgNFREhE58R1grwAx38oPOO7bHoqer58g77hATlC+MO1Q8BDOgG0wNRAP3/wQEhA1wFqgTaBFMGjgaBBz0FbwPyBRkHKQieCMUFdQP0/3b6lfdM9GrxEfFd8Xj1uPodAJQIbA68EboRtw0iCu4Ewf9q/fr4UvVi8+rvJPAa8g/0UPi5+nj+SgVvCmIP6xFADlkHh/tV8I3p7OVU6kjzvf0mCQEPtRE3EeILEwe0//74FfYI8sTw5vT0+aEDoQ2gECsQKgqNAxv+p/pC/QgBxwIeBJIA0/zN+aH1Svht/CwABQTuA40FPgmhChsPOxCTC/sFu/1F9x31gvRG9yH6cvkB+TH1pvJ59dX5ewFnB50JzArDBqoCn/8e+jr5X/jX9pr6MP5cAwsLcA7KEFUPzggqA576jPKU7XHr/O/t9/T+ewatCncMCA9MDEQIUwI9+pL2I/O+8VP04vap/UADAgXgBxgFUAGfANUAOQTgBioIOQoKB/cBIf8G/Nj7hfv8+Ff2pfH57r7wtfT6/HMDhgZpCJYEhQA2AC8B+wQ/B4IGuwXjAisEMQorDssS4hUzFEURcwo4BFUApfrV+Xv6Hvn1+x/+yAK+CZsNYBCWD8EJVAK4+M7vpuo957LoyOzm8fX4ff3qAQAF6QLQAWb/CPsF+Qz3ePia+kz5QftO/ET5K/iT9AHv8ut267rva/W4+0ACfQQgBU0G5AXhBwIKpQphDE8KRApuDAwOaxNzFxIZhBnSFLEO1wh6AeX+J//AAE8DKwPxA6gGLwpmEZgWthYkE8sIAf9C98fvIe1W7JLsKe5I7jrxGfX99nj8EAGvAX3/Qvdu7rzp8+YW6AHrUe8m9Tv4dvqC+mb3MvYG9SvzBvS79Bn4KP0jAsQMixVcGBkZpRRnDewIiwh8DqkUxBerGSUWKhOTEOAJ6ATM/837Sv1v/vYAIwTtBlsNmBGIEXYP9weQAQj9+vaU9H3yWu8B75ruOe5H8Lnz7fq2AUcE7wQdAST69vM87QPqhOsR7ZLxJvbB+Yb83voo+yf6wPRC79Dohueo7FzzL/0WBhcMZhKpFMIUwhR8EY8SFRYRF0sYWRZPFKYVAxRQELcL/QQfApn/l/0W/tH9t/8mAzoG3whsCEcHtgV4/zL5IvJx7FXrueme6D3qVu2I9VD9AABnAX3+5vzZ/lf+QQExBMAC/gJwAPT5e/Yt9C70ovSK8+fym/Dm79zz/PUF+Bn8JP9+BIQJmg5tEpUUEBmTHM4btBu4GKITyw80C+0K0QsbDG4P7xChDNAGWv7X+IH3vPfn+tX8ff5DAU0B3ABXAN77rPcG8kzr+ebR4+3nYu/988/4TPzh/R8ASgKoBZwGAQfbCYEGw//K+drzFPBN7xXwo/Aa7v/vlvXC94n67vsa+2r+kAPVBkULYA6hEzMbFSAtIYsdVRfnEqoPZgwNCNME2QORAVb/7Pw2+UH4Svkk+r/66fjI+VX/AwQ9C/cRWRINEa4MXwLc9gPrr+Mb40zkY+kx78v1lwG3DbYT5hM8EbkLmwK6+NrvrOd/5B/mUupt7i/yGfdB+/3+RwKlAWj/TgJCBhYJgQ1oD9MSXxffGWAawhZ0EXgQghDLDQEKMwW1APv5s/IE7LjmxeXU5+vrSu/s8Qv5AQNaDVAY0BuPGKEXnxK9CFb/LfQt7NLn9ONE4yTjxueF9tQDLgurEBsSiRAVDTQGL/v/7onmpONS5Cjnmu3e9ef/YAkhEfEUQBVcFpkVQxJ1DQII8QbKC3kR3hXzFj8WtxWbE7MQ/QtnBE38GPQ47DjnMeOi4trmoOnG6/vu1vK7+y0JUxSEGXEb2xkhErwHDPsH7MzfN9gm1ynY5dhQ4tLv4vlXBDQKeQvFDWoLvgMK/Ff05vDh9MH3Kfky+xL8NQFRCQ0Q4BUwHRgkECcRJXgfYRdDD9cMsAwFC8EI6wlyD5QVBxmSFnIP/AVI+6LxH+m14Q/hqeXq6LHqse449iMDlQ9AFSAVAxH8CO4AYfob8nLohN141rHQnMqJzMDWXOIC8Df96QJ8BhEJtQfkBMz//vY68/DxEfCb83X4e/02BQANsRJFGaEfGCQ/Jj4mPiQ4IFUb/he0FGgKHwKcAWcFegxbEnwVmhhnF70SDgx+ARX3VfFF7oToBORL5WHuT/xhCtcTVhbxD9AEA/oU7+bk59oo1GDRQs8vzfPRC91Z6Az10/7HAWsD7wOfAAL8+PWo8Qby2vCE7oLwafO1+OgBiwrfEAgXBx35Ii0nKykfLPQrEygyI0gXaAfnARoDxgWTC1EP7BK3F4UZJRw9H3QaXhMDC9/8he565pHnkO4C9Qz6xv0a/Xv8F/2Y+vXyUuib24DRAsznyRjMy9QN4Z/rkfc1AswIDgw9B2H9mvMY6PDgI99m3MXeMOcW8Nv4sgGKCccSIR07JucsWzA5Mk8zZzCwKtEk0hm3DjYKiwbeAVcA/gPmC/cUohxyIm8kaCDLGp0RtwKp9cXsNOhn5djkzenM7mbx+vWg+PD1M/Lk7GLmWt441lvSy9LH2Oni5+1K/E4JkA87EEAJc/tr7RDhKNjG0VTM086a2QDnvfMAAnARxB2rJxItci2NL4o1yTc+M0QsDCX1GY0OpQgYBP7+gv6mA5oLdxNdGp8jGCt6K2om7BoVDPn8cfC76oXmMeJE45nmxurL7mbvBPFB8evsAOrD5fbh6uIN42/jGujI7jz3dP9SBFQFz/7S80Xoad3w1EzNLcjSyazSYN/T7C3+qBReKEo3DT81P9o/Zj6jNrMtSiHtFVcOFQWx/2r+HfxG/EAA8wWuDBQUaB4BJygrUCtWJbAZJQZ39IDuAOhz4YDlx+qj7x30h/RM+MP3OfBU61rkM92f3DrdoN/R5orvcvjR/cr9+PiR8D/metsA1NjRzs+Az83T5NxV61/2tgKXFgEpFTgkQ2dITUwCSsY/OjC2GcUG8vp87wLqaOrN7PXz3f0vCgQXxh84J20qHCgOJVcesBIyBav7rviD9CrwzfRb+HT3RPeP9l33MPM96/jrPuxz5tnl++bN5DfhZ+Gx5nnsvfPv+MX4rPLK5OXY6tLgzXPOQNSc3w7y9QA7EJMnTTs7RipMdUonRTw+SjMqJLIQs/839ujsBOI63O7c6ON28M8CqxVRJks0fDnFNjkveR5uCgX6be0u6cvoDevJ9f4BkQioCw4KIgL49Hzp1eU04jHcgNxO4rfjTN9f3/vjuOVL6gHxevL87trnJOS15Unl8eZ/7QjyhPaO/LkHbhw4M7NF41ESUsBIqzycLXcamwNi8pnoM+CC2GvY/OQo9oEF8BUSI08pSSzCLOksuye4G7cQlQNL8nHnmeP74hLqtfV8ABsJ7wrgB3wDXfwd81Hnz9esyYLEaMI3wAnJX9pc6uL6hwYFBWT8ZPD/5k7kxeFJ5XPybPzeBXMTexy7JM8vjTiUO1Y6OTgUOFs10CdIEh//VfFr5uHbitmI5an1rQgqIT0zEzsePjc8uDP9IGIKlvps7BHeBtqp4Evo0O4I+qMGfgooBfv/mv0192XtR+Xu2tTL5sEIvrK1ubFEvQbQOujX/wUMsxBbDp0Eh/r38ODr9+3C7w71hAKkDacZhizMOkY8BTaeLQgo9yNaGTcMQwOu/mP81vj89fT7yQfoFBokRS7+MUQ2DDmvNYoo2BOAAcDxz9+v0yvUadlQ4Y7xfgYTE2QVIxaBEl8EM/AJ3v/LJrpHsl20TLQGtSjE79rA8vsHhxLxE+wOjATl/aT7vfjV9532RvS/9aL3xPxyDZ4fCSn4K9kr7ytmLs8rax++DmoArfl6+MX3m/+vEP8eQCrQMNoxODBgK7glUxv4BzD5ifKe6KjgUOF65R7qDvPp/0YJzAswDYsM/gSs9+LmxtXMwUaxwaxPqweszLzC13nzRw4cHYMhbCBeFDoGSf3c88DssukY6rHwbveM+0oHexdhIJ4kOCcYKUQugDBiKpAethHfC90JJAOsAfwI/A07FT8fjyYtLAIsoCgjIfwNNvx08zTpoOHK38riROrY8i3/5gmkC5AJ3ANx+RLrBdr3zc7DdrocuSi5B7lCxI/Xo+/uCIIYgh9hHxkWGArSAN/5t/SW717rBevb7QvxZPuYDoQfySsJNSY4tzqBPFUypSIbFVUOtw7LCTMHcA51D14PAhU6GQMeRR5JGzIaSBAPBtIDlf0U9hLx4e2c7NjpIu7j9mb68v0LAGT7jfB13i7OhMAcs9GxDbghv93M0t1m9K8LCxXwFqYTOwkI/eXzgvLy85Hzv/Rx9Sjz4fCW9I8EdBipJ9k0tTxLQcxDBjzSLn8gEBZxERYFxvmz/E4Bkwj5FBMdMSEmHtMXHBbHEc4OXxHtDhEISf3G84Dv2es+8GH26POB9Ef0YO+27Ljjq9i7zq6/8rcDuCS87sh22nnvfgLFCloNigkv/0T2afCn8i/3Efan9rz2RfUY95L9Ew6hITQtZDV7Nxs4CT06Omgw+CL1FhgTwwrk/1ECowawCDwOwA+ZEhMXARjgGRoYiRV3FmkTpgv9AM73tvFl7PftQPLP8uz2Fvea8A/qI90/0HLHG7vqtCm37b43z6bfXO+i/R4DggPU/dHyne6O74v3XQK/A6MCz//5+Tf4JvsfCKgceC3GOVs9Qzo/Org2jixGINAVUhPwDwoKJQysD5ERshRRE/0QmRAvD1YQQRMiFggYHBSNDcsF3f2q9dLrZemY7PHs/O9d8UDtferV4IjSG8W6tRetaK51ugDPqOAo8ej/2wTEBBb9mPEz7g7x2PvNCOgLtQkOBmz+V/mG+m0EchWEJOwvGzHHLVswYDHCLewmpR/hHhocwxRlFAMV+xQ0F8YVRhTfFKQTTBKkEUoRoA95CsUF9wIlAFT7RfOf7sft6OrT6S7opePL4V7coNDPws21k67Qr+26ocsO2jjqE/nx/2UE0AE4+1390gE/CaUPFwosBGn+LPUX8frxtvrLC/caaCXoJq4j1idyLEgtpy1UK/8rEC6wKrYlMh+2GnIZMRRnD5kP+Q6qDmoQKRN3Ei4MsgYiBCsBF/u38Q/rHOmo5xPq1et06tzoSeEA0m/BS7GLqVav5r8X1eHkv/GN/BgApgI5AQr8uv82BqENHBSoDtIGQv7e7ybnr+PH6aH8FA77GvcfECHCKUgyODZrOjg44jP/MTAsdCVIHmAbiRwnGGISQhD4DC4KOAhCBvYEMQHGArAHQwgxBC75yex/57Xloukj7a7rv+y/51DbP812v9S5lL39xGDSed1352z0tfwGBHAFmP87AjkHWQhXCmkERvqg75zhSdyB3tLmbPlpChgW/BxTH+knDDDmM5g6Azv9N0436jHOJygbkRF5DisLyghyCWQJewoSCnUIYgfFA4AF8QlECTEErPgB7qXrbO2P9J/6APr2+PztAtswy1K/Qr8OynHU+d9T50jqr/BG9ED3efdU8ub11fzP/3cEZwH/+XfvE99O1obWxd6D80wIuxb7IAkm+i30NoA63j3DOiQzjy4iKjUmYiBtGssXGxF/CQ8EA/9N/k0A/wRPC2IM5w4zFawT5AykAG3z6+7X7p3zIfiF+EX5yvJm5TXYU8gewy3K7M8G2JXffeS86n3tnO7U65blXeYz60jvpPPT81HzBO895dLj/ubm7Sj9CQlVEcIYiBzKJqsyNThUPPU6KDYgM1gu4yqBJAwbuBV+EM8LfwiDBIAE4QNQBGkHAAY+CsQSIBTdEokLcgG6/wD/mP9i/nj3WPKz6kLhwtk7znbKMNE/1DrXk9lx2g/dON5y4HDhrd5o4lXpj+519FX2D/cX9WntQOqN6pDvxf2HC3gVExsKGgYdXSOlKJ0vpjMzOHY77DpkOUYxkyWTHyEZ1BEYCrcC/QHWAboDewjOBwAL2xAfEX4QTAp2A8MFOwj3CdEICgCZ+H3uWuNL26nQnc3o0XTRz9D3z37P3dLb1K7WgtYW05TX2+Ci62D3Ofzk/UD5mfD47gbwq/N+/lgIUw8pEnwOgg4LFdYccSU6LGQzLDmzPJs/qDkQLyAp3yGAGOcONQaxAlgAWP9hAAAABgMsCdkMIw/qCzAIlAquDd8OFAwLBicB2vki8MLjetT6zEfNcM5uz2/OIM+D0cTQYdCa0N/R69kX5JXtR/fW/B8B7gG2/Xf73/h++J//SAZCCkAKtwfjChQTqhxTJIwqMjGJNP825TioMzAuaCyoKEEiXxd4DN4G2QLqAOX+Tv4uAAwCPgV/ChMLaQpCDdwNDQu0BS0AI/2D+273xu734a3XEdFfzA3Ji8YtxyDKEsz+zpXQlNO+3LzmT/DV9uX5IPx8+3f6Gv1yAIsECAoxDPgK2wYRAhgD2QjOEJIYeSDIKTAyYDm+PNA2Yy5cKJwh4RpHFqMVnhZqE9AKBgEu+4L8XADtBaoJ6AVpAlwFeAmUDWEOJgxdB3X9jfHS50rgJdzL2qbZs9Wg0AXP0s39zZHMkMnoyuXRTtxf6TL0dvyRAj0CI//1/ID6BPz/AUMIhQ1vDnoMHwhqBZsFtwlqETQbeSQyLvE19DVJM8gxyS8QKlkhKBn5ESILKAYGBH4G8AtBDwQSuxBKBzL/Mv4aAOkC9AVRCdQKrweQAcD3Fe2r41Tb2dU60QHO3dCn1HfW9dWO0THPW9CU1J/c1+Uh70X3yvwmAbEBhAKlBjMJtwi9BuMC3v9p/Xr7gf9hBqgQsRqbIY0nbijDJEAjBSWrKEsr2irCKHcizBjpD+0InQQ7BMYG/AuxDqgMoApICq0KcgjGBrgF1AF8/bn6S/b88TDvQevt6F/jUdsu1urSY87HymrJUMt80oncEuiz8Z73xPjw91r3GvYC+pICeArdD2YP5gl4Axf7JvT/8Zb1jwDlDdYaECeyLXUwozG5Lf8nRyJLG+MUSRGAD5EO9A7mEHcRwREXErcOUQrmBsAEpgceC8AOLhIsEOwJnv9m8vHnuuHG3+LhyeSE5+roQOYd4GvX5M2Yx1XG8M2m2sPoZPbP/nYCTgGm/jT+sAC8AWEDewNCATYAKf8T//v/VQNxCcQO9xLzGFYdUiOFKqQtMS/cLVcmURtkENsHqAJhAcsFWwpvD0EUyhaoF50VEhAVCzIKwwgFCLgFYAPv/6n6q/TV7VXob+JU3CHaatkS2NTZxdqN2jLbc9zJ3vXjReke76DyRfKQ8rL0tvx9BcgKnQtrB9b/3vhY87vybfgsBJkTph7yJFYmIyNBIPIdNRsZGpUa+RqyGL4VZBIOEEwQORHlEHcP1A3vDJsNjw4bD6QQcxOsFD4RRQgj/Y3yv+rj5pPmk+gR6w7rzurw6HLkkuCj29DVhNIL1CDaWeU38Wf7nf6B+ivyPewE7SjzafsLA2MHNwWFAer+V/7u//MFyw0YEroTnhXoF8YciyO9JW0lYSBbFtQLFAOp/g8BxgqBFF8ZMBkMFSEQLA4MDP8JvQcfBkkH1wc+CE0HEwW6/+325Ov046Hgd+My6NbtG/BC77Ls8+Z+4zPi9+Gy4m7oqu3F8UH0wPXo+D/8o/7l/RD8i/qx+rD8av85Ah0FGgzqFBcY6xjWFBkP6Q+tD20TpxZlF9EXuROID9UJogUJB4cK0woPC1gKZQu3EKUUrxEVDtMI2QJoAfD6kfjf+Bn48vqG+P/2T/Yu8vf0qPKD7MrpeedC6AHrNO097k3vS/Fl8gfyAe+H7kjwavVv/YsA4gMTBqsEiwP4Ao79OwHuAx8KghKiEkcW8RVdFvwVhRP8EOkOUQ1iC1gFqgQ7BBEKsRHVESERTwrsBqUEjQSGA+0CDAWcBzsG2gJ/+dH1+fQt8hz15vGA87D0SPlp+ij4/PXl7vDrHeic5P/kKOYU7FL1gPZb+cf2pvcT+7P7h/zD+ej7Uv7BAoMG7gfCBlsJmwyDDQ4OCQ6ZDQgQrBTRFBsXXRU7EsQQrwrSBfoCHgK1CLMKogpyDBsLZA4PEKgIKQZi/s75t/zL+WL71vmk+AX53fUW8hn2aPav9vP37vP578jvFfBd89/0g/B/7Inm4OiC6/jvpfUC/nsBGgTd/4j8qPoS+Jj65vop/eb8ZQC0CHMPCBL3GMQUbRSiEi0OpQ3xDEkRDhLTEf0L7QibBs4IDAsuDDgJSQmhCOIFNwcSBiQJ0gNxAcT3X+8O7Lvu5fdU+/X+awBn+9j4v/tu8c/x/+6a7srtzu3Q63jrXPE69M768fjm+Qz6+P1C/pz+WPlS+wv8hvy2/M739PVe83T8zv99DT4XVRujIO4dWhjvFcoO1g2VD1YFPAcbAND/ygUJCnIKew56DUwIpgRm+yr+ZPuFACUEswMx/dT2TvJw85n0i/rA/5v7Av+L+s75XvmB95z0yPMj7R3nrONw48vuTvTx+1MGSwVZBXEGov0i/Bj6dfmd+1/7QvVB92H7IQGrCSAKdBAbCxkMFhECFRcY6hwPGTgTTQlYATj/jPzCA9X/NwK4/RwBCQi/BtAGCQTq+f32pfPg7xr2tvrv/ogBFgNMAjkGTQCTAFP+EvZx9rb3gPbz9Orx2fCP7BXqi/Bz8ej08/nLArwEegjtCN0EgQBE+zn+p/mU+GH5NvoH/UECQQuOE0YVyxYgFjYOVQtQDOwLjgsHBxgFNQNG/pkDjQJ8/wT+kv5c/PH+af5z/d/9/Prz/RT4FfsD9vD6efxM+zYEHgSmA8cHnQTN/WADn/qk+Tzw2egy6qXlsOr29v776f4pBgUBGv9AAMgCOQOLBTQBZwRJ/w342wEM/qn8PgDZ/8gFUwlCC9ARKA5kEd0PWw3TCm4E1AKJ/Dj6qve9+eH6YACxA0kCPgK8//r9NPui+H70wPgh+cn+XP9N/fcALv/9A5MAPP/w/mr5eP2v/w39NvxX9rL0ve5k6U/vg/KT+Pf/LAGkBS4GlgubD3MH9QhDA/38L/jZ83b2ivrN/oUIDRBSDSsN0gXCBZIH8QdgC+EIswZoA5oA+ftG/Er5K/vh/Bj3+vr++RX8Hwb4BFEEOgD5+ib7efmw/Rn8FftN/yoDeAUABA8DEgYJAtf8afqR9VvyBvNT+Ub1g/19ABgClgpkAAgBggAUABYILgg0A4IHjgCU/A/7NPEL9473wv7CBTUHzgayCYQKGw6TEAYI0AW1+pr63fjp9Wr8O/t5AR0C8fv6/P35o/hs/OT7T/xJ/dr+3gOYBr0DmQHm/Pr6Uvyx/E787gCUBUcENwX7/joB0vze+Cf7kPjO+HL97QUSCQgNRAarBlkHsgf0Awn9wfo79lv6K/ub/Lj70vtf/OL+hf8NAW4D6QDWCK8I6gcnChICwgJS/uH3tfgk9Nr3w/5O+rb9YwH7+3P/J/yU+lf6HvqxARcBw//vAD0CGAF6AQgAav+u/Vf9KAHX/N/+QwOmBNMISgjp/q376fsTAcQHlAbxCLMEEAJsBLv/hwGIAzv+UAFy+sDxlvV/+WAADQm6CEsIPgPs9mX+j/3o/zgIUAPsBHoADvr3+Lv5C/8cBEn+l/63+rH17flQ+zP/cv8j/i/8vfov9S35gP17/ggGiQF1AZYAH/7mA3ABnQHBAqIAHwJWAar9OAKzBA4FIAp+BBACVAJiAlIGOAYCBOwB6/wf/S39JftH/gP/9AKiAioBawRCApwEjQaYAkkBDAAV/Sr9kf3j+fn7TP2e/3kFPAEVABcAePzA/Qn6JPeY94n06ff/+Xb0Yvdt9yj4C/0e/YL+hv4i/nkByQZoBEsCQgFdAKf/y/t1/hEBwgExBfYGtQkaCRIG4Ac+BJ4ANAEU/v/+mQCI+5b+9AL6A+EI8giYBtUGLAQbBJcEkgHqBRgErgNqAQr8H/1a+3b9HAVnBeoAuv/d+xj78vZG9v/21vU/9rP0IfMR8+31KvgO/UH7YPpc+sX4RPgP+7//sQOOB7EHkgWo/OL7qf13AEwEgwT7A9EBbgJ+AoYDRQMsBRgB6gMPA4kAHAUMCZMOXg4SDoAIiwFb+wL8av+8AuQG1ggwCeIJZAhpCE8JVwMoAbD5zvUQ9GHwhPY0/Cz9TPxm9yz1xvKv7x/4o/ph/Ij8c/bM9KvzIfU592j4t/qo+6D4hvyy/jEEag0ZDEkLcgYH/S/3zPZ2+Wr/TQDpAhsEMAMmCusIoAokDykNkgm5CDQHGQcaCtkHbgxMDGYENQQqARH/jQRlBZUJTA1OCN4HFAVd/iz8aPgc9Rnztu+08MHzEPem/KwAKQHL/LD1H/L679/vCvXG93n8gv1g/TD/Lv3m/Ir5Vfpj/gT+OP6eAv8BkwMOBGcCAwL0/Zr6Svcy+U795AIkCOUPGxN/ELgNxwjQBU8G0wZYCHIJ5wnjCO4HZAfCBREGegECADr+e/uc/coBjAWJCbUKJwUq/BL00fA57pju0/QW+2757fkd+TP2+fYv97D5Yfo4+536bP01/wMBrwIlAo4Dpv3F+Lj2NPNZ9Q375v9/BqUFlAfVBaX8q/tK+4n98QHoA60GJw15DpwSOhYyFIEPdgazAtH/2/3p/toC+QX4BhwDbAJCAYP+qf8dABEFVAWZB4oJDghmBS//afpq9dnuauwp7p3uSPMx+rT/iwIICXQIDwWYAzv6AfiX9mL3Av0j/TIANQJi+0j5OPkX9rn3ZPoj/nQDNgVqCeUKuAUPBWoBTP9VAkoB2AOZCCgL5Q3IDucMtQkJBV0Ba/07+dH5XPoK/vsDawmuDTsLHAdWAzr/rvx3/f77Hv5rAID/RwCH/D33IPHr7jvw0fZW+cL8TAAyAfwFmQbcCMAFIwAD+/316vKM9TT3y/vZAeMBywIq/UP6qvhE9sD6iABOAq8GngrrDD0PpQyLDFkJ+v+B+xT5JfiT/RkB8wTuB5kFCAUfA27/wv8p/4UA6wfcCOgKIw1bCYsFagI2/Mj3GfRF8BXyfPPC93/8GADYAcsB1v+k/Y36xfdt+Dv7+P+rA5IG0AXJ/4j7p/ic9JL0MvPN9tH7XgDGBqQG+QPnAmQAOf8v/6L+CwJmBaYLPg14DTUKVwWPAsT8rvtI+A74fPr+/v4EcQc8CaIN/g01C0UJjQiICC0GHgidBfACc/6p+Qz3ovLk7x3vS/AR9jn90/+2BZsIWwfxB9oGa/+w+VbzavDa8GHx9fl6/bAAQgJz/1T8n/ho+mD9wf5p/1f9Iv1o/qP9RQEaBbAHRQrHCdUGFgO5AvwD5wW7BWwC3P8n+uP4kvZp+A8BFQfTE9sbMh+gHR8YchB1B2v+Bfen8uTuefB99An3DvspAecBMQZaBtgFHwcrBT0GJgJn/Xf6K/UG9E3zvPHc9Ar3fPz8/9AAYQGmAbcBvwMWAKD2bPFL7J7uv/LI+w8DFAn7CjoKhgiMALv/kf1L/tX9dv7p/f3/oP/B/LL+Uf55AZ4EIQkJCpoKbQymDswM0whaBI39UflI9oH1Q/ZH+jb+bQLLBLEE/gSaBZ4G3gYSAwn+MfoE+n383QDtAnUBzf4M+DD4NPjF+vT/zgOaBXMCIv4Y+dL4R/ok/hf+FP0m/I/9Dv9IAesFsQU/BsUDfP6C+SD2Z/fd+Dj3z/WC9Oj2kv5pB94MUw1bDWkL0wYTA8P+U/rD99z1vvSV8pXygfNT+bcABwYLDQoPvg91DAAI0wKe+772cvWu9BH38Pn7+7cCuAYVC6kMZgwuDEMKGQX7AEz+h/pT+nb6SPvw/hwCUAbQCUAJAguZC7oN+w6IC/wE1fv88/Tvmu4z71jyi/bc/n0H4A0rELUN6glyBZz8afUk7sPph+oy6zLxbPbN+tcAYQRKBC0EmgD0/Yz7Jvm/9QfwSu+17/fxKfWL+Sj7GQIuBygKNw19DaAOOwo6BBD8wfOZ7ljx4vXR/JsE7QqLEWUVeRgcF7EUOxAWCvsBFfyk+PP2UPoq/fn+jgEmAuEGXguCDeYQVxL0EdgNiwmaAar6LfeX9eP0afVQ9sj4kv1vAGsDHATKA/L+4vka8w/sy+fc5hzqcO3M8kH3Bf0zAgEHTwhnBJT8RfMO7B/oc+ih7Mby3/bB+eD6Sf0+AvEIvA7gEOoNEAv9Br8DPwN9/zr8Q/oy+Gz2nfll/VIHHxK1GQQfmR1EF4ANZQQV/V374/3XBd0L6g1IDF0HNgTVA1sEZgV/B4oFFAM+/l76wfg3+Lr7hv7n/rT/LQGaAUUD5wLy/6j6pfVI8KzqTuYl5IrmAuzT8sv5yP1S/gf/Kf/E/tX9qvx++U340Pbz8wnyxPB878nuoPCI9Pj6BgSTDG0Pkg4HC48J3gY9BysIaQWaA9r/qP8+At4ETgaKCYYLEAxgC6EKagpTCeAInAaHA9X/vP6c/70EVglcC10KKQYIBaYFhAk3Dn8RnhGjDPkBh/if8N7ryu4w9Zn8eQMbB1QG1wXpA6ECrAGEAEP+//f68CLqReOK4pHmY+1G90r5G/jD8p/tR/Fn+hMEBAz4DFMEZ/gj6uniNuA+4r/qCvGB9h78egA0BzsNVhBhExwRLA9hCykDDf7o9nnyLfTn95r/JghwDfIRahRJFdwWoBSDEnkP0gvtCy8LEAs+CIkCRv6H/G7+zwfRE6MeuCW/IjobzRCUBU/99PV67RroNuVw5/fu6vdoBFQNqxELElQLZQIX+XXwSuyf5hXiT+HQ3gDfGOIK47jm2ujO6envnvUG/tsETgerBTf7rev64NDabN0D6uz0Sv+kBdcIfgvsDRsQCBFtECcPdQqEAxz/3vo+/mwFhw1QGBYe8R4yHt0YgBSvE9sQUhL/FIITrA+dCEEDHgO/BGIJjw4xEoEWxBe3FxAWmRG9Dv0I+P/T93Ts9eIs3iLeduWb8Gb8UQaTCOwEdAAt+gr4hPWK8AfsF+Oj2yjY09Vj2c/f7OY27rrteuyt7RbwqPdg//kEBAZD/x71l+yO54jrE/Y7AF4HhwVzABj+3/zkAfQIOA5yEnYSjxLpEz0TChRnEgYQXRDlECMUhhUAFSIVqRGkDCgLygqlDVMSxRLEEmsRoRFPFCgUkhJvD7gHAQPQ/yb90QBfAsMDYAS5AID8wPbn8BrufOxc7RTzmPguAGUDNgE//nD3dPGL7FXoJ+XV3mvcZ9/j3jriuedO6bvp1uhM6VXs4+++9zgCxwdSCoEEG/gi8MPp7+lC8JfzN/en+IH5Av6mAvgHxRCuGWMhhSThIgYf0RZDEDgM7gqBD4QS6RA+DmQH7wHDA28JDxU0IUknbiqwJqwf2hrRFfASwQ9OCrcFNv+6+Bf4N/vCAm4JHQueCsQDMfoR88PuLu+n8lL2Svp6+RL1YvEz7cXuSvC17hftpOa23rPYXtNj1JPZC9zZ38re3Nxg4MXm7vDM/BYGkgubCCT+6fMa6ebkTenu7Uvz+PNa8jb29PuhB6IXTCNKLR0wiy2iK1AlzB6sFz8P6wq6B4kGVQoxDlUSzRY8GWQd4SD4I9wo9yoNKjUk2BviFrARMw1BCqADkf6M+CnxiPEl9g39PQW4CEUJ5wQB+2TzNOwn56/mhOdD6zLu8Ote6/DowuTL4yne+NYX0P7JLcs+0qXbruUD6h/qr+a24Hvigeso+XgIJBCcDbYCMvQU7LLqz+1V9Z/4p/tf/0EDxhBZIPEr8TO1MiwrciMnHaUbrRnWFHMPzQlYCfQOURRFGOsYoxg4GvwbcCBpJ+QsSDA9K/seZhLRBW0AsQBA/w3+YvjK8QP0Zvd0/EQDdQW2BS8AVvZ17/XpZ+pH8J3x/fBj7arnw+PW3t/a1dqY20XeLd/S3O7astib3Jnlsuot7U/rO+dR6aHwhfuzBxUOZxBVCQz5O+r53jjfg+tb+FUDSAjmCcwR9hn1IZco/ihtJ+siARtLF1wVZBU3FWwPMAqEBtEFzAqLEOMVgBy4IRIo0yteK2Qo+iA+GY4RCgc5AIj9Iv9IBvUJzwlrCKUDwAExAYH+UPwT91vzC/NV8RzyA/Tw9KH2rfJP7djnFuER3gXcRNpq3GTceNyu3XXYg9KK0YrXtONA71f4z/70/88CBwNs/Tf2zOy+5yTmReLp4v/ow/KKAYsOthYWGCAX0hrWH08kWybSIkseghmaEQgMeQc7BW8H5QiND5YbMCb/L6Y18zMzL28noCA5G60ScgzBB/UFAQkZDJQOtBCAEJUTIBRGD4cHI/uH88/y0/HA8LHtlOlX6JvmvOiZ7mnzJPn8+RTzJOpj3gTXWdZX1GHU4dERyjbJt8231ujmgvgyCVsOpwdz/s/zDuvD5QvjeON45FDnm+7R9xsB2giRD1YWyBifGbQfxCZZLh8yrSsyHxAO8f7p+LX5PwFdDUQZ4yP7Ke0sQy+pLSkrmCclHpEUgQ4XDFIOMBAYENYMGwYGAwYDXQX6CnYPoRKKEIoEmPbx6yDnMum06XroWOd65/bsVvRz+fT9Kf0N+Jzvy9/m0PbHRMXiypjUsNxG4Xzm9+3J8yX5HPto/DX+7P3R+jb1CuwF5Njg1OSM7wH7DAb+DfgOXQ7xEFMVlB5wJnon+CLKF6sLmgWKAs0CzgVeC7sTWxg9HHshfSE7HyUdtxf3EcQN4w2UFBwakRq4FboMcwaZA8IE1wuEEkQVrhWsDvwFxv77+Cr3GfUx7+nnSOOq47/pxPIl/JUCPAWRAGH2Busw5L/iTeN94qjfztsR2lPdlOCb4TvhzOCF5WTu6/Yx/vf/Vv1g+VL2LvVQ9bb44P6EAjgDOwJmAdkDkwjoDX8RexHADqwKUQcWBpUGVgzgFvggQyaUJZMeZxcOElIO3gxlDPINQREkFdoWLhUrE5cUMRdyGpUdNh1RHCAaFRWpDkgGSwDZ/lb/Nv86/S74dPJ37njuTfIx9G32Nfhs9XPwBe2l6xPsbe6W8XbydvFD7VbjZdeQzA3FqcV1y+PRAdpi427t2PfVANMHXwvGCekGOQXqA4cBCP6j+g/3mvPa8i71sPcJ+k7/eAeAD4kXXCC1KXYwRDFpLR4lRRydFsURhA/1DUQMjgzwDZEQVxXnGB8byh6XIFUh7yHWI+MkKyEjGd0NjAOI/iT82fhy9QPxXe3w7TrwmvEW8VLwDPCz7R7qyeVr45Plauvz8Ojyd+8R6Hjg+djb0kTNRslBxtjFfsvf00DdL+kf9W3/nwURB1MK2A4pEu8UURPyDcwFJfr28v3vZu4I8tD4rQAnCnQSWh81MbE9bEO3P+s2PzDJKHsiGx2GFcQNqwcCAyIC3AEOBo8PtRddHtAhSCQOJ68mySNGHrMTYQkeARv4Ju4E5J3eOt6K3jDfAOJT5rjqOO0d703v3+zk64fqyeZ84nLdp9x93hXffd7p2aTUu9M+1SvWRdZR19ze9ef17/z4NQAXCEsQ4RfaHmMgJx5sHLwYABHKA9H19+8F8q/5nATRDicaFyT2KnYxqDWfONg6EDo0NX0sGR9yEwYJYwGd/Qf4efaj+fr9VAWqDFgTiRwaI/klcCG8E+oF0foz9JnwU+v15jrk996928PZ3NmL3i3kCOpI7rXwFfU8+U35qff38+bw8O0w6pjnTOSu4T/h3+CR4PDe2Nww4S7ohO949/H+XAcND1YUMxkpHaYf0SFxH1cWpwV59djt8+wn8qT6gABkBvkLDxIDHaEngy/2NLU0Vy7LJBkcaxdBEUgIFP8q9aftDuty7WX21wD0CvQV2BoaHMQbRRppGbYWjRCqBQL3VOsK5prmgOvu7cztFOv25dHj9OTm64f5mgaADxARlghb/m31y+7A7LLppubn5DjiR99h3PHb691i3/3jQ+l/74r5fAKyCYAPMhCjD34P0wuZBy8B5/ki9jr0rfR99vz2v/lK/4EGqRBmGZ4fGCQ4JvsmByatI2whlB1iGcARVQYE/V/22fU+/cAFrA2VE5YVhBUfExUThhXBFgcZCxmGFb0Qkgfq++HxJegB4+LiB+VY6CfpSepi7mj17/4xBW0FjALy+/71rPOW72bsUerm5VngBdkX0oHQxtIr2rbjRel+7qP09fsMBaAKqg09EAEPhQvXBQr+mffp9E72CPfA9SP4afyPA3IM1xG8F0YejSLVJWYmqiSLIwsjjSPcH8cVwQofAdf7wvpQ+wAAogirEasXyBd5FBcSPRGPEg4TVg9NCx4HCgQJAwn+afUi7LXi993u3N/f5+g79Ab/wQPbAK/9Pvns9JT1afTb8Z/wDe106lToyORK49vhbeAw3wPde97j5H/vCf63CEwO8g+WDTALSQjiBN8DOAQMBGwCCf0j+NP2M/mv/rECxAZiDOgRBRmkHvkhLCYrKG0nyCMVGqkQ/wc8ACj81/dR9W74KP0IA1QKew/zE6sW3BepFt8Rww1sCz4JOAXg/VX3IPKw7FHo/uWG5f7ncezY9cQAAwdIC/MJGQWN/5b4VPWs9iv2mPXH8pjtfus06GjopujK5ZLmuOeo6qPytfnnAUcKjQ0CDvoIgwGq/Nn5yfsw/0AA4AEdAA/8t/k39Uv0uPkdAHIItxDrFT4bZx2nHdIc8BinFkwSaQo9Av/3AvKT8wz2gv1cBP4HrQuGDEsPnRMZFlQbKx8KGvUQ4wMY+eP0c/Mq9gH5nvfz9EvzQvYL/XsCJwnzC2oKsgeYAfP9sf0g/KH9s/w49bvum+ch5JPlyeY968rtcOvc6pjq1e2Y9tz83wLhBCkDhQIvAML/dP9h/Vb8//gc9Ovx7u8l83X6tP97BbQIjAoXENwWcB5WIywhIx6KFvQL5gZSAgoBlAEp/bf5L/Zz8t/2FP+ECuAWEx0OIdUfaRkEFsUQVgtdBw8AOfu79h3xRvED88j1Ovia94f4MflQ+fX8W/7W/tj/Xv6w/qX9Bfnm9Ynxwe1K7BDpQOl96O7n0Ov963LuyvPc9Rz9pwR0CUMR1BTDFPESVwxgBpf+yPX98mrwp/FM+Pj91QQHCj4LHA6yD0cTgRr2HSQfpRqNEEoIuv/w+dj4XfZG9dj0wvLq8vLzZ/lpA10KbRBlEP0KRgk0BlMEQgWDAowBZQBp+9n2VPAj7cXuC/HC9Nb0ovKR8qTxWfNH+Nz8pANQB/kGVAdwBAoDTQTTAqwArftd9UTzsO+/7S7wz/LL+tADOwsaFSsaHx0jIWMfgxqaEMYDWfyh9EnvufDj8m732vpI+uT7YP3KAfUJAxH+FMIS7Qu+BgwBXPwN+YnzpvB77HvnHucT6WLwu/rRAUUGfgQR//r9Iv2j/3oDBgQUBg4FTgHP/wz9xPtx/PX5VPfE8W/tdPFg90L+9ASWBrEImgowCl8L7AvxDa4RXxL8Ed0NJgfGBEoBSP5p/Mf35/iD/SQBoAgoD4IWAh7HHToaChFcBRr/UvtE+9j7l/e99e/zf+8Y7c/qTe2V9A355P19AUsCrAXrBagD2f9E96jxn+6a60PsQe3Q8KT3YPoT/Jv6n/b59mX3h/l1/Zn+EgNFCU0L6gzPCQEF3QHo/EL6TPc29ND20fnc/V0EJQd9CjENUwyuCuYGZwZ7DHESLxe2Fw0TkBBLDY8JKQc7AicARQEXAvcF1wh7CzUPWw1MCVIDVv1x/ioAAgFlAff8H/rR94jzX/Ll7Yrq0+yB7HzuufFK89v6xQCgA9gEvf69+Oj0WfF58jr0Efdr/E39dvvP90vxT+9q8GnyBvcH+g//0gR+B80IBgjQBrYGqQKK/uf7I/ry/GcAIwQwCDkHyAeYCpUK0gqBCNEH+QxzEccWKBr+GCkYDhN+CsIEnf4p/nkDIAikDQ4OfQzIDdUL4Ai2BcgAlf8j/qb8Mf7m/GL8Mf2o+PHypOyk6U3unvJE+Af9kf6yAWEClP64+UnxZ+zc7D7sEe747w/zYfnG+ov47fQv77rtV+7B8OL0F/Zr+sH/DwGuAHr91vmR+t75kPnW+2H+EAaCDlUTbBSREBMNUgx7CtEKYAp2C20R+hUnGtwbaxlPFzUUGg/BCg8GmQUVCSILLg54DxkPQRBaDRQJBARf/cL7yfwq/+IB+QDK/jf8U/ba8H7qvuWh5+rqVfBv9Tb47vy5/nT88fj28K/sIush6bjrLevm6k3uAu+d8Erwu+wh7XnvxfJf+Nb8WgMvCVsKrwrVBXL/F/1F+vf5+/vY/YQFzA8IFykbnRtRHTUeeRpGF/MS4w/ZEQEUtRVrFUoRgw+vDgMLUgUC/zX/EwRsCY4O1w0EC4oJqwWiApn+lfmw+Lz4GPlr+qj6Uv3F/lr7dvUN657jOeR86C/vxvMA9Uj3h/gV+Sz5x/ZU9rP06u/y6/bm9+XT6m7wkPWv9WrxiO8G8bT1Avz/AJIIhw5sENwPpAmCA1oCXAFMAngC6wE6BcEK8xGpGJccQSBOIHgczBgAEv8O9BI5FW8VvhBwCTMGugOMAj4B9f4/ADIB+gKxBe8EjAUtCP8IeAaiAN75LfiS+vD9vQAXAUcBov5E+ULzvusX6M/qyOyj7jTwmPEk9Qb5x/qt+KLyF+5/7KPsZe1H7DHtO/A58tzy5vG28HHyk/Ur+sj8Jv4dBLEKlRGeFNcQhQzxCYYHRAbOBFEFHArSDlkU8BZbFi0X7xcoGFQXThP1Ei4Wzxd2F4YSxwtwB6QFDAT5/4v7EPrJ+cr8tgC6At4GFAvXC6IJ0AOM/pD9z/6nAm0ElALm//f5e/K56lXjDuKa5Nvmu+k46pfrXO9A9Lr4vPdM807wsex869fsG+y67hLyFfRm9S3zHvGE8lX2Bv0fAiYGeAweErIW2xgeF6kUAhNZEFEOQgvoCLYJmw1yEMgPXg6UDk0QbRPzFfkVGxfOF4cX0hUFEqMOmgvcB+ADo/4l/Cz+HgFBBHcCWP5S/Pj71v52AU4B+P/k/BP77/uD+7D8lf30+EbyP+ll3xPcu90T4QjjdOF44XTjQed87Bvv3PFL97b6w/3Z/Sf62Pih+WT79vwm/F75evcy+V3+SQTvCzAVJRtlHoQfQR1zG04bCBsrGhgX9BJCD1MNmgzvCnMKrAvzDD8OLw8ZEJUSZBaSGd4bLxm1EwYNJAd1As78Z/k5+Mr3cfgT+Zr4xPcU9+L35/YW9YDzAvNr9JD1j/Qm81PwD+z76dvlxeIM4YrgU+Lh5FXnqutU7nPvAfHV8VT1xPjv+/b/4QQ0BoIIDQzMDawO3AshB5sEuQTWBwoNIRB0FFIWoRfAF00XZxclF/0X2Bb9Fb4TNg/fC0ALCAoOCgUHrAJAAYH/fwBkBE8KpQ+vEckP1AtSBfIB0v+1/Hz5iPSI8PvsnOvQ63jtHO848N3uVe1N7Rft7u++9Mv39flr+ELz5vG27bvqR+vM6jDru+2P8Hf0KPfV+XP9xP/fARwDOweTC3gO8hBjEiIUfhQjEKYKGAdQAxQElAXiCIYO5g/TEH8S+hJoEV8QPA6lDHAL2wgNB7QDQAE9AWMAr//P/SD7VPug/BQAzgPEB1ILPwoFBxYCPvvq9zf2t/VQ9+z1nPPo8lvxYPGj8wLzJPM38ofw9fAq8tT1b/xpAgcEMQQzAMT7ZfkT90X45voD/b/+CACq/tL9tP/HAcsFfgoyC4IMoQ2/C7MNaw6uDYQNsgruBs0B+Pra9v33LvxvATAG/gfGB6oG7QU+B/sGFQVOAyEBufwn+Vf4ovmx/On+JP71/FP60ffy+c38ev/rA6wF+gTABcsBn/88/5f71fle+Ib1pvWm9yr5uftu/Jf7rf1k/lL7Wfsm++7+GwcfDRgRDA9wCSYEqgFW/pf+SQDQAPcCnQTdAwgFJwhMCaUM3AkuBYUBY/6VAKsHRA0ODzwNVQQg+yn0YPD+8cv2r/mg+2T7C/tC/QgBtAPpBLYCLf6q+qj1t/Vu9yn8M/9//s/66fSM8fruNvJG+cT9FAHKA1UCCgPvAZgBhQKmAXD/vvt2+IL1OvYL+Az9+gAoAtUCWAL/AHwDugYcC2IQLhKtEeENAgnLBbAFtQSWBCoDmAOmBUMHGQgRB2EHZQduB5oFMQLH/Pb6RfwCAawDIANQAgH/Avt191/11PKe9E30avR89Q70TvXq9n34mPp3+Zf4tPnw+ez53/gv+cL6fvvW+XX1+vAj7rzubvNj+FP+JwTaB7sIXAiwBhAFFAh8CaUIUAXzABv/NgFMBJkH2wmCCWgJ7AjqB2YJag3LE9MZbxsdGK0QagtwB28HpQb7A+0EYQPCAcMB9/wS/Cv/mP9UAaL9vPmJ+Ez62vuL/Xj8ifhM9hzx5O1u6vPo+OqC73ryY/I48KPxZPTu9sf34vSI9cjzR/TE9gj3D/lv+2n7NPtC9w/z2/Sd+UMAGAXnBOcEfAZbB3cKKQutDGEP1hAIECENaQpZCcwLeg/JDwAN2gpPB9UHawl+CTsM2g7GD0wQuA2bCssJ5webCnkJSAOO/3b6Yfhs+uj4x/Zp9b3yz/DU8afyiPaQ+6n8Evyv9zn0d/IB80Hy/vBE72nrc+oK6xTrOu/W9FX4vf6//Cf4lfkw+Zn8ZwFn/gr93vxy+yj9//1l/7wBgQK0BBwF1AMTBjMJGQ6AEVwRpg/LDVIMEQ7fDsIQSRI8EIwOtQcMA3cC+gEhBp0JPggWCbsHdQQfBDQCgABKAqMEFAW4A9b+1vsB+zj5Iffo8wLviOyu7NPu7PES9OX1bPdk+9z5wfj4+hn6CvyU+5H3RfXC8wfzCvXe9LL3m/jG9yb7zPt7/jMEJwelCKoJXgUoAsMATP/aAB8DGQU7B9UJXQsnC9MIpQfVB7AIXgqdCZYKkQhABlwIogcDCJIGsAO7Anz/G/6q/3v/Tv+O/+7+t//I/RL6wfap87f08vbH+14B0AF7Ap4BwP2H/JX6kPfS95/0pPPb9B/1+fls/zYDqwb/Ai38Mfy/+Dz6FAH4AvgEAANe/KP4ova19jL62Pxu/qv83fyR/bv/0QMzBNMDRwFA+2z3D/Z9+En+OQIxBrEHrQRoAnkB1v/2Ae0CggPdBCYCwgINBL8DSQhgCHEEIAXAANj+hgHxAFUEAghoCN0H/QJX+wv6kPkf/ccCLAR3BTgDLwK1AnkCtgHw//D68PfD9F7x4fPD+VwAlwMrA5n/OPtc92r1oPRR9yz6UPru+bv39PQi9h/5xPk2+l34mfNJ8xz38vqlAkIIegjTCOgDZv3E+3r6qv5nBkYJ8gtKD5ALJQuzC8AGjQb4BpUGGgl7CdYIwQzuDigPLQymBOf9/fmo90n6kv5NAeUFHwYSBL7+l/in9Vz1i/bN9yP5Y/hl+hX93P5E/5L8GPpl9lnynO+s78LzEPmd/Tf/rPwG+bH2avT68/H1b/h4/BMBKAOkAhwCHQFYABf+2PqD+Ov4HfzCADcI4Qo8Df8PSQ4jDfAIQAO2BOkGcwmRDl8Oeg5kD0AMCQjLBOUBBwKPAH7+VgExAm4EmAf/BccC+vzl9R3zffF48/r2xPo6AEkCFQDB+on2EfS09EL0GfWM9Zj0nvkd/6ICGQYxBoUDG/9f91zzzPNE+OEBAgrlCOwBz/vA9234JPxdARAFnQdgDCIOhgt2DTQRfw+zDSYHXvx2+Kn4uAFrDjsR0xX0FmEMkQT7/nf6gAApB1MJZw2UCNIBwQFO/kT9Af6Q9x3z7/Il8IryhvghAL0GXwXI/3z1S+uA6DPtqPSf+2sCCwU1AYX61PUx84HzC/dM+sv6bfoj+/7+JQTpCEEM2glmBrwC4/18+i/+VAUyC+EQjA6iCE0Dwv5dAJADWASNCA0O3A4rEC8OkgoRDGMMkwqjBrL9y/kW/Nj7hADRBuEFlgSdAaD6n/US9cz3vvtB/qL+QP1C+iX5kfnR96rypO427ZDrzupJ7pj2Ff9xBF0EzwBY+enyfvTV+Uf8zgAuBo8GpAZrA47/ygBjAgQDQwNXABEBIQZrCugPsRMPEkYOvAhmA/sARAAIBN4LSg/XDo0K8wNNAqUANf8RABr/GgGQBBcGfgcZB/gFogTzAfD+afon9Bbz8PQ29xv7OP3Z+3b63/cd8q3ucu8f9E34w/ss/c36WPhK+Jf4HvjZ+PT4Q/rp+1T86P0xAQYFNwpuC4YDz/2K/owAFQSgCJkNcxEfEEkOUg11B3IE+QURB+kGOQWUAnkDKAaPB0IJOQmVCGIHCQQeAkcBZv83ACQDMgRFAhL/3/vi+pv5J/mh+/D81v9OA4IB8v9tAlwB6P/6/5z7T/bf85Hz+fZG+mL7UP5X/0T9Lv1w/Hb6M/nu++0ANACp/q0BEwRuA1sBowB2AbYAfgLvBJ4D8ATPBqYF2QaBBvX/wv0T/i7+wAFOBZYIZA2+DmwKowfXA4gAvQAq/6z83PzA/fb/3gSdBkMFTgTSBMYFeQPDAAMEyAZWBnoFVAJ1/zb+K/xt+qv41Pdz+/7+GQCVAn4FUQQaAZr/ev03+jf4DviL+m/8tPtx+/L7Kv7AAF7/tf3S/zcAngC4AG3+2P0F/70A7gBn/4H9t/s5/NIAoQRpBlUFQgO0AQH/qfub+v/7GP6JAYYCLwNnAWUCBAp/DIUKhQqsB/4E4AXNBLIEKgdkB8cE4QE6/5gAxwPqBSoGDgdWBvoCbAITArcA5f/z/LT4JvYf9Ib0Kvb791H6bPrp+gn8TP02/mj8vfmn9wz3Fvmn+5D7ZPyN/Yv+ff6n/CH+vQCW/9r/UwJQAUT/CQKvBoQG9wItAE39jv0rAd8BwAPGBeoEwAWKBWkB6AK1BKID8QapCeMHNQgZDNoQQBPgEIcOjwpkB9sGegd/CcoLiAuLCTYGAwGr/HP6/voj+l/2qfOi9Mj0NPOE9evziPBo8p3v4+v26/Pqqu8K9b7ycPR3+Cb1LvXH9jbz0/XE+eH7U/9t/3b9D/4K/+L/SgAfAND/N//yA/kFKwS4CToO2Qu0ChUIwQWxB24EpQQPCTAIswnmDpYQURDfDQsMjQ69DsIOqRJgE2gP8Q4uEY8P6gvvCewH5wRCBK4CngFDA6EFHQj1A8/5JPJL7zLsHepR7evtb+xK7k7uZOzC7H/r7+xO7obpK+nD6szoI+yz8P/xD/Uk9Tv2Nvmu9Sz2Lf3WAnAGiAYaBngFjgCs/uYBLwObBeYHywlrDT0PYBF6FoQWlBZDF4wPnggwBV8FBgm/DHkQFBFmDjkMqwvgCr0M/xGlFYkWPxWHEQQPsA6XDMgKvwcnA3UB7Pxt+VT7hPve+3P9rPmx8ujsQepS68TntuY96pDmvuVr6nToH+fo6Jno2ekQ5uziLOl+6tDqk/Nv+bL59vgX+ir9Iv4g/+YBpAOSBBEEYgPuAykE2QebCl4HlwZ+CGoGIAccDF8QDBRhFFIShhE+ECQKAweQB+UFAQbICbMMYxBOEpIOVw9jEWEPQg+hEckRVxGbEYURohANDvULogkcBXz+ofmC+Hr2EvaI+FH3G/Zv9ZLv1OoZ6gnoquZ15trmvOpJ7HfrautE6yLsTOvq55Llq+Y46jTue/Gk9KP27vcf+HP20fZh+RH6Q/q5/RsBfQIGAjQAc/y3+l390P/2/1QDbQdHCUkNVBF7FFcWCRWHEsEPXQ0lDUYQJBYjGkUbbhkBF8MWghayF2YaghtDG1scTBp3F5gVNBPIERgNqQPc/Mv6H/ns+Oz4Lvpq+572ce++6+Xp++gT6cbogOnr6broeecg6ALs/u2C66/lk98k3n3hL+Yq61rtre0l64/lNeRf59Hqx+6X8k/zGvNq8kHz3vfn+o37X/tI+zr5Z/jB/GEElQ4KF9UX7xXmFoUV3BTdGQ0fniBOISwgFiHkIr0hpiK4I34jhB+OG1gavRmTHAAgPB6FGj8UJQ/4DJUIKAboA0cAyf4w/4D7lPht9oXylu756hbpDOq+643tqe1N7Y/sY+hZ6WnpFeQx4KveqNzM2DnVWNcK2oTWNdYN15PXYthl3ALjEeY/5kLoROhO6Knspe3H8MzzxvQH+SoAPwQhCSYQVhdKHi8fxyESJAglHyibKW8pRyg2J98pICsRKvwpGykvKqIpuCaUJtok3CB2IIEcgBUXEsARShJaEIMOpg3gC/gIDARe/Uj7xfpn+E30i+2869zqG+jF5xzmAOU66OzmyeQ04+zdY9vu18HUbtKryyLH0cZUxPrESsedx8PLgc8N1eDaFN4E4dPjZ+Z+6/fuZfGp9ST3wP3yBJQHMQ+ZGbsgPiWiJwArhC1QLroycjabNzo3JTVwMaos2imEK9MtTC7nKool4yPYI9kjhSP9IIUckhi5ExIRyA7ZDzsUthJ+EOkLJgV9/yH7gfeY9YvweO2Y7PnnoeZo42He0dxl2nPX8dZr1KbUpNSuz3fOecweyAPFEsMZwsXBi8P2yCXPXtVC2xLeLeCq4kLkheeD6yjw/vc//zsHew3yEDIV8xgjHBkgKiTJJtYoZi5jNSI1YjR8NEYxjCzoJhImayjPJ08lriVEJIwkECW1IdseDxlwFkIWGBaAGIYadRqvHOsamxVTEbQKEwgEBYcAaf7s+J3y4fF17+Tp8eT834zb+dhA11HUG9HR0OrSFtXw1S/RdcuJyOnFjMWayRTPvtUh2hvbO9+K4mHlB+r47Ezws/JQ9X75BP8hA2MGiQnuDGYNpQsvDZIPohQpGVwd/iAyIo4ikiLYIVEgqhztFhcVlReEG8AenyKdJZEjTh8YHJsYwhgFG0MaIRk1GisaNR0pIOkfTh+AGSwR5gg/AmwAawERAWYCNAAQ+T7z2erG5IHiyOBH4BngHuBo4tniPuCS4GbgVN882zjXXtYi1wPbR+He5uvoresJ7T/s6uif5pnoWO7f8wb24vpdAEUBBAHK/1T8E/oZ+Rn7tQC9A0YGtQv0DbYO7guwCYcKOQl/Cs4O5hBoFWobMh7iHrob9BsDHcIXAhVPFrEWPRviH7EhKCMmH7sZXxXEDhUJBQZHB4YK6wvsDX0M9AhYBM79Lvrw98/yHfJU9XT48vyQ/KT6P/tP+n73z/EB62vn1OQL5z3uB/Bt77Ptw+h+5HbfIN4845nn9uwn7xPsDu408ELwRvAj69TluuRn5hbq2O/7+BABDgRCBSUDsP1d+ov4KvrO/CX8twFtCsYORw/+CoYJZwvyDG4RLxYhGK4bDh9MIvsj1iBgHtcZUhLrDZELkg/pGGwg7iPOIfIbshhBEyoN7wpRCM8HPQhsCoIO3Q8SEKwPzwtZCVoEHfw0+nX5X/zqAAn/ivt897vtVeUS36vYXtdl2W3fROTt5i7pGedB46Tee9rp29TdjtwR38bixejW7yryRvTW8oTtNeyG7Yzv9/Xq/S4GSQtFCu8HsQOAASoCVQHIAtYBW/9cBpsO4BOIF8oTHxHXEPwMgA2gEVgWYRxzIMgk1SRZIJcfZh/lHA4auhX9FOIXIxjeGFEZlRlUGnEVAw8ICGQATP+lAQ0DDQZFBx0HeARx/XL4z/Kb7XrsCuzA7aruGe2l7m7u8+pw6WrlnOG23oTbYN+z5Izo5+xi78jwo+5O6FzmNeV95f/qCO/o9cf8Nv6B/yP/uPuM+Vv3tvis+5X8TQKSBnAHNAmlBrsDAwS7AQ0BXgDBAVEKsRK5Gb8d4BowGVwW+hDTEcQTcBgvIFIk4CbfJbAhYx/QGzUV2A7RCbELpwwVCugJ1Ai7CfQIXwM4/8v6f/a3+Lf5QvoQ/PT7/v74/TL65ve98DTsjO9l8uz1xPe59tf3m/VK84/xZ+3m6x7pxua26VPquerY76rzm/Ys9hnzt/Hm7pHtrO8o8zr4ePvu+837uvfp9uT42fmn/oAD8AUZCeAJzwq0DDMMKQ0LC2wHGgbRAjYDLwmlDVYR9hL2EhYVzxTnE28TBRJ1EhwQTwwVDqcOeA+NEYsN0QfbAKP8CwDvA5sHWwmZB6wH6wTXAIUBkv9Z/mUABv8g/Vv8uf7NBdcItgciBMX9lfm59mf33fq3+7D8tf1m+8H5E/de81XxfO7y7aDwYfI88/LygvLs8fbtfuxd7mnwRfTq9Cv0XfbS9yn79v8BAvUC6P+O+wT7vfq1/CQCBwUOBpYEWf9A/Cj8Kv6nAncG6Aj4BycGMgfAB0cKeQ7ZDrcNNwszB9AGGgl3DFkQoRK9EoMQvgtvCCIG3gXGBp0HdglwCDQHAQg3B6oGgAdkB98IBAiyBUMENAKgA1UHzQjFB6gFJwL9/rL81v2dAXQD1wNpAX38DPiT9IDyYvET76ztHu3z7K/vzvIH9lL5I/p0+OH02/C478Xv1fHx9Pb1fvei+Nv3gPb+9ED1RffY+Gv7h/0P/zEAof8BAOIAn/+s/rf9mfu5/E3/iwMOCWYLEwxQCx4JGAmrCoMNgBAHEB4QixABEF8Qxw9fDzYQXQ5MCksHbwVjBxMLDA6zD4ENHgvECYMI5gfKB0IJsQm/Bt8FsAUpBMcDPgNHAycDMgAI/S78uvsv/A/8cvsm+3f3u/Ie77/ry+uz7C/t2e4L7/TvFfFg8Xjy+vHS8HryZPPq8uPzlfSI99T7FP4I/wD9nfqC+Gz1YfWG96/5T/3W/7UAngA+/ov8l/ww/v0AdwO3Be4HBglGCoEL9QvUC8wK7gl/CSQKCg1YDlYPjhKaEmUR1w11B8IDlQI0BIkJiw1xDi0NegqSCBoIWAkqCx4KTgcqA5P+1f5HAsYF+wevBF/+/PpD+cD6c/5jAoIFegVfAwH/EvmW9VvzWPJa86vyzPKA9jP5E/yT/nT+zP22+pP3qfXW86/yE/Lo8WT0N/Zr97/3m/Uq83DwJvCz8v71RfpO/dn8JPy6+eP3MfqZ/Fn/6AH0AFn/Tv4AABkEeAbcB6sGQQLL/jf8J/yrAA0ENwd4CW8IbAf1BcMF8QbkBssHuAeDBSMG2QcaCpgN5A1FD+YQThByD3gNxgtqDCUOVBBMEKYM8AqPCKIGMAesBZADQQMaBEIGbQg0CSEIhAMF/2X7vfjX+UD6Lvlc+dL4Svk1+2z7afpI95/z/fGK7z7vuO9t74LysvPE8u3xC+6P6/vru+qi6qTr7ey17wXwRPD+7zPuuO447aDrXu0b71XzT/kT/Xj/H/8X/ej8BP30/Vn+Tv4/AZoDiAf9Da4SJBbXFSES3A/WDrMQvhXPGUccexsGGQgZ0xlGGpsbphtPGdoWRxWGFlEYXBqxGhgWGhDhCFICiQEhA7YE6wdsCLkIPQn/BaUBO/1H+pP5gfjs9pT1sfM49Lv0SvMO8hnvg+w66tjkGuIr4sXj/ebI5nrk0+Dw3EPbv9gg1n7Xgtu64bHmU+Ye5nPoc+u97mnxu/Lq8iL0gfl3/nQCugcRCzgNHw+jDJ4IHAceB4EJeQ33Ea4V9BcZGegYIRjBGSAcrB7jIQYi9SDbIA8hGSPtJKokhCKsHsEbrBqWG6keTyF4IbMeBhgbENwJOAXrAtMAjv3w+lz4B/h9+XD40faW9dry8e6N6ojoQOlG6q/q2egy5MnfZd273PTb9Nn72UvbQd0T3wPeOtxZ3C3c3dsx3Hfbo9sV34nkqugy67ruavOi9/n6u/yA/CP+MQH0BIoKtwxjDbAOZhASEhYSKxIYE8EV4RgUG5YbPR2aH9Ig+yG2IIEf/SAAJIAm1CWYIxMinyDTIOwgvB8SIAcgQx8FHvQa6xegFFoRaQ80C78FWwGe/RL7cfhL9VLzxPDB7CTpH+bC5LTkfOWM5q3lHePk4Ebf7d8c4Qbhc+GH4WjhEePE43bjXOWq5yXpMekC6GLnjefn6BPqNOpN7LTu9u4t74Lu+u3F8OH0Uvjf+rP8Hf7vAPkHMw7wEZIVUhfDGDYahBlUG0EfdCEbI9oiAiI6ITEfOh7jHeEbuht0G/oacRuOGdsXVRf6FqcW+xRXE3kRmg59Dq4P1xCxEl8R9Q02CgwFBADz/UP9yPtS+uH3b/OY7sfqguhI5ibk2uGH4J3gFt+33i7ghOEe42Djc+In4nrjqOaj6bPrPe4q71nwYfHQ8A7wSu5l7Hrru+vK7vbxhvSe+AH64fig+D34FPqq/XwAgQXJCpkOmxKEFFoVIxVfE3AUPRZNGPMb4hz8HNQdzxvdGN8WfRQbE6oRixDMD/0PkxMrF9UYFxiWE1wOvQofCPEHDwnuC/4PSRF4EbIOCAtnCKsFOgM4/0n8CPqJ+Lb3WvfT9jv0n/GG7Wvo1OK+36Liu+Zn6mrt9usV60zqi+eI5u7k+eSL5xTqHu0+8HbyvPZA+tv6uPiy81bxPvIm9PD4Jf0f/2EBcgEoAbYArf/y//cAJQIeBHEFHQj5DKUP2hA9D/gMYwxwC1gMuA7SEOoVVhvHHZIeGRuMGPsVWBLpD2MNmgwLDjMRFxTmFbMVuxPIDxYKMATP/5T+qwEXBBEGOQZXA5QBy/1U+uj3aPSs9CX3TvmI+yv8KPz7+o336vKZ7ZboH+hu69PuqfNH9rn2H/aR8mvujepw6HnpsuxR79Px3PSr+Hv8qv3j/KH5q/aY9SP2I/l3/dEBkgTqBLkEWwF+/RL+BQDwAfUEQAiTDNgQDxISETUPcAwPC+gJRwljCmkLJw42Ez8Xqhm8GLEUlBAmCvAEtAKhA/MG9wnvDKINrQtJCY4FYAIGAaj/DP+h/9T/sf+V/zb+2f0w/Jr41fSK8Lrv0vJa95n9dQNHA9oBN/wr9AHwGOxp7YbxdPb4+oP9GwBZ/wD96PoR92n0h/L68JXxTPPt9/T7YP4t/v77Qvhp9eT0YPUs+w0B0QVhCskKxgjRBpECQwD4/kj+owAsA3UKDRJqFXgX9RRwDrIIbQFh/Wb82f2dAjUGign2CmwIUAVIAwz/f/9nAIYAvQNnBGMHHgxTDWMM2AiPATH8m/ek9vb76gACCNIL/Qd7A5f9n/ct9hb0PPUX99/43Pwl/TH+aP+U/ZD+xvxr+Dn4QPfO+uIAcQWqCN0HAgVlAAj5r/Qj9FD1PfuG/jv+R//8/Rr7W/vl+lP7/ftZ+ev4dPcl+Fz7nP40Bl8J4gb1BAEAkf3A/Zj+PQQqCC0KJAq4BfgCfwCI/bb/7v4X/dT9Hv0X/60ChgSNBg8GsQHI/t761voc/lQCbwnqDcsO4w14Ch4IAQhZBZoFDwUQBFcGLQW0B+4JlwdpBjkBt/oq+Vv3nvm7AOYCXgUsBIEAbv7X+c73q/ZW9cb4P/1x/9wDcwRSAqn/2fk893j1UPXU9wr4vflC/D/8cf8R/uf5fvi78uLvIPLb9Dj69f+8AroDFgGl/fz6Ovly+5b+FwEGBbIGNQebCMYGXAalBGYCSQKqAKQAjQKUBIEIngnmB78IdAWaAv8BBwBLAdMD8wbyC+oNJg4kDs4J/giAB5UDXAN0AYsBCQPIAs8DkQMNAwQCqf0i+of3fvaQ+gb+wf5CAID8F/qL+t34QfnM+KT39Pfq9lz4g/1AAGgCuwD7+qb3oPNa8uf08PUL+HX6cPuE/Rb9TfyO/EH61fp/+h/6Pv0z/6IBgwNOA14DzgI7AkwDyAI7BZ0IGglPDDcNSA3kDmQLAQfyAuH9bP2dAGQEVQm1CSkICgaNAbL/zP3b/Hv+LP2h+wr9Jf3d/3cC7AGwAdf8H/m++OH5wP9wA1IFbAeqA9v//P3/+kv8b/3Q/a7/pP8rAPIACwLBA0wDyQF0/wP7QPjd9ur3EvwNAL8CtQP7ADT9m/mQ97j5avtP/Qv/J/1A+676kvkK+6T8tfzM/jL/jABuAiQCawVQCNkJZwqmBBj/yPx7++7/oASLBxMKGwhlBpoEQQPlBNEEyAIxAKX7x/jW+IP5VP0MAEf/ff56/CD7EfxN/Er/zgKqBOgF8wJBAPH+d/wb/gb/b/+oAZQCDgRXBSEFZgYsB4gFxAGY+hL2BfWe9mT9twM9B08JbwaUAhQAO/2h/mQBfAM9BsYCfP43/nz8/v2R/t77wftj+VH4LfqF+5b+OwCX/+H90fkV92z4avpC/1sCPwIRA94CPwMbBBkDTQKhAbcBTQObAqUC0AP9BD4HHAnfB9oG6ATWAhYCi//w/iMBeAK1ArsARP6e/qf+YAEVBKsDgwSZAzcCUgGQ//z+K/+Q/kr9ffm19Qj2/Pdp/VYBRgLMAjsBDf4C+//3QPcv+77+jwBa/738mPzi/asB1gQYBOsChgCz/dv8Ov0yAPUEqwcfBkv+MvXY8fnyJfmz/i4AEQFU/i/7j/tD/AsATwWCB2kHQgQIAawDwggXDhIQ0gpnBZIBbP/cAhMHrAogDp0N7AsECYYF5gWbB2AJggm4BVEC7wC3/wQAUv/P/Q8AWQCt/3r+uPoP+xP8bv07/1v9hPt9+f70yPKE8VDxNfXu+Cf8T/zY+dD5r/qw/H38gvja9cL06/SI9yP5vPsAADICzgH1/bv50vjP+dz94AHnAccChgPQAj0DQAHY/kv/FQDAAYQC4QECBLIGcgnwDDANEg4YDxwOVQ41DIkKGQxhC+4Kkge4AQYAHQDMAtkFhgVcBCEDAwOeBIUFLwhLC1ILyQipAx3/qv4fAKoCmgT6AhABqv8AAKgCbwI6AAv+IPjQ8i3whe5C8HTxx/Jc8j7vJe8i8O7xcPUL9rr1lvgp+gP7zvkD95321vXK9Tv31vcH+gj9vf/fA0QFzQMcAnX+3/pQ+I/3JvvGAX8HSgmrB/EE/AJPAvUDEAZxB1MJPgolCxgNnQ8MFFsWbxXIEtcO/AzyC78LpQ1ZDIgJaQbwAAj/Mv7W/Nn+WAGCBEgGSwYPCB8JUAluCfgHNwcyBl8C3ABAAN//8AHBAlgBzf6E+mj2zfLW75fuY+2V7MnrsuoD6VfqROyl7a/uTu4+71LxwfUQ++j9Rv40+wL4Hfet9lX4vvvK/ngBmAGrAFgB7ALdBNsDSf+Y+Wj1rvSw9478jQP9COIJywdXA/cAggKfBj0L6w9dEl4SNRLrE9wV8RdeGdEZNRqtGFEV1xHuD1APXA2ICbgD0P61/PP7r/wt/uwAuARdCIgKGAlpBNUASP4w/iD/ZADxAQwDKQOvAC39T/r7+EH5mfhw9WPwcurE58Hmsub25tHnXeiP6H7naefN6kfxRfkS/1wBOP88+9v34/XY9MvzhPTL9977pv5dANsCqgbiCaEJmgZYAM/6j/hL+c78xwC1BEoJswoyBxoD0wLbCHUQZBTTE/8QGxBWElUVWhhpGb0YMRdAFZET9BSVFxQacRr8E+cJ4v/h+Xz48viJ+Cj4y/ha/K8BYgZ7CBoHnAVSA9P/x/xo+tv6wv2a/cf75/lP+JX3T/Xo8HDsC+od6yzsjutI6ZTlR+Q45c3m0efQ50Tpdu0e89z2nPr0/XsCugWNA0f+Kfiv9SH2TPjR+jn+IgJhBmsILwjAB94Hywj4Bk8CYv3R+sD9vgRrC+UOCw8nD5MPug+dDvsO2hG6FZMYRhiGFQsSMhFoEl4TFxP2EagQZxEQEYQMLAglBY0DzQCy+or0XvG49L/7dwIuCFgJoAbUA9cArP7h/Qj++f5B/1D8Pfc/88ny9/Mq84Hw3+sX5xnl6OOE42zkyeT35Ubn/udP6L3p5O2K9DD6zv32/1gBDgPhAjYBk/6s/GP8xfzp+7L6Ifqe+1n/wgE0BBkGaQgnDQ4QaQ62CswHowcbCZ0JTgi1CI0MWhIRFtwXGRmXGEAXmRMkD54LnAlDC68OeBALENAOeA+5EOIO5gt1B2wD/gHM/vn6Evin9kD67P+7A+wENwNrA9sE7wT3AtD/2vwP+zL4nfQw8xvx//A18Frta+r45k7nlesN727wPO3O5sDjdOKg4oblL+pF8Zn46PvX/dr9gP9YA48DlALG/yv7dfk8+c74wPli+qT8l/9RALIACAFSBY4NwhOdF3sWGxEdDe4IDgV3BC4GzApKDxMRsRGqEqoVrhkCGnIXrBHvCe8FcgOYAUICGQXbCkoRWBMqEu8NvAmFBjYBQf2j+fj25vll/Zv/IgLDApcEWwYWBTYC6f6J/SL/2P2S/D75+vPJ8I/sq+fI5KPkfujJ7+zztvMK8F3sb+mv5drjDuP/44nqYPHT98z+yANABzkI3QTW/k75S/fO+ob9Cf/T/d35VPmR+Ej49vqV/SwC4gdhDDkRGBXsGIgaThXzDIMCAftk+wYB5giREIkV+xhFG8YZxBWbDwUL2gcpBBoChwJZBT8MWxHUEuISWQ9wDK4KBQhgBQQBLv4p/nz+hwDdAZEC8ARrBo8ETwKKAHIB5APtAjT/bffh8GvsE+i25lXlm+a87KDyXvdg+Uj3QvWO8k7teudx4d7fh+Na6m70EP2IA/YIfwmZBe7/bPp6+ez7MP0u/N/3evSL87DyYfOx89z11/qlAKwIoRBYFhcbVRtWFV0MVAHf+hz6nf2HBMUKgBERGWgdch6sGgETqQ1kCEoEjgLpADcD6AhwDqMTnRUBFhUWyBLiDRgIogNsA28EugTcAtT91/qC+vr7IgAoAx4FTAjfCPkGVgJQ+sXzpu7q6f7lEuP/4zbph+859jn6ufvL+3j3J/A+6O/gbN/p4g3pQ/D+9CP5tfz4/rv/Jv5K/Yv9JfwQ+R706e6O7Zzug/D88bDxMvIf9Sv6LAFVCQ0RrRa7GEEWiA9MBx4CIQGLAoME0QY+CkcOfRNAGHMYaxUDETYMhwjqBuQH7wwlFPoZcRx/GoEWeBL1DsgKSgejBEMCHwJ0AicCzwJqBUEJBgxiC34IIwVtA3IDYQJM/1j6KfOs6zzl4eC434HjU+yT9S383v/v/139HPjQ8NjpTOOn3mTd298o5Y7sZfYJAdsHywe+AnX7jfVT8h/w5O5h7crrY+ud61Tsxe4G9JX6OgDdA9oFugayCbYMVA2ACzAHLQJd/pn8zP7yBA0NvBUqG4kcyxrTFrATwBPKE74SYhFZES4TORVdGFUa3Bn2FjYRNwsqBxMGzQliD9ERrxCMDQMKwAlXDKYNTQ3pCmkHowPF/mn6HvVd8KLt4Oru5xDlTORX5ubqD/A+9O72A/c48wfsW+Qb3VPZZdt04T/onO078vD29PuX/YH8Vfpi9wXzX+4869/ojuir6/vwp/Zc+oT7MPsF+wT8rP1jAVoFqAgzCuwIrAWUAx0DxgNDBxsMyhEGGbce0SITJW8jpiFFHjMZxhOmDswMOg51EZMVxRgoGcoWwhJXEMkPnRHBFS8YrBdJFGkOhwn9B3YGXwVeBIMCDgICAxcEsANPAfj91PdG8K3ooOA+2/HaIt3j3yPjV+S15RDn2ecP6Ern++Yq5rflWuRa45vmguyN8d306/M48XLwjfHy9Ej44/es9bLxrOyv6vfq1u6K88f15vX29X74Zf6TB7UPSxREFv4VyBM4E5MTyhRMGUseqCHrI4Ii0x+PHi4dpRw0HF0aGRilFYkVURiZGtsc3RwvGo0WnRFIDt0OcxIGFXIUtxIHDygLFQkABmICVwEKAhkDGwTBAQr96viS9bDwaejo3uvW39Ex0fPSodar3HniGeXV4xzhPN9y4IDkFOck5kjkI+TY5v/rmPAt8530NfMu8XDvWO3o7Pvtz+7r7TbrqupQ7DjwHfYp/LgC1QjiDzMWHhsAHT0cLBtQGvUYIxaiFAYVuhf4HL0hySWUKsou9jC3MLItuCguJeshPB1nGQ8W/RJMEC8OLgtRCZQKqA3cEagTDRMlEaYRIRN+EgUP0ggDAiz8y/fi9HHyJfBt7iDrJeYZ4DDZk9Rg0/zRItDBzXXOytL62MHeCeHO4mTkJ+UD5LvhHODV4bblUuho6Wvnl+V65nToWusT7sLwNPUe+aP7yvw2/scB/wWyCJkJtQg6CR0MFhDUFREalB3cIBsiIyIOIeQg1SZmMM042Dy8Oog3JjR6MPctqCrLJQQfjxQWDHEHZQW1CdAPSRHZDhcKrgfmCpsRYhkaHH0achUzC8wADfiR8ifzyfN38b/rEuLc2uLXz9cF2rTZONgP1g/R68xhy5/MS9Kc2BLb29nU1K7RUdOM2Bfhneeo6eLpHOgz55/oCeot70P2qfmc+Zj3lPYm+vYAjAciCsAJ0gnVCIAJLAwXEG8ZfyLyJhQnmSPXIkcnwi0CNOs3qThaOL01lDJuMNwvPDP3NNkwnikSIPoXTRQzE5ASxg9TDAEKNwdiBS4EXQQOCNsK7go1CEcCPv0j+535P/cc8vrriuYR4Ifa7tbt1HrWiNf51BzQGcjcwNa/1sOwyrjQfNOI1jLZy9u03qXhPObM6s7rUukn45jgTOdT8d/5Tfz0+iL8UP9oAqcHng3IFBIbcRzFGpEY2hdNGSYb/xvrGsoZ1hppHZ0h5ibxLIAz6jjUOKo1RjDTK/YrAC3qLewtPyv0J30jtR3AGWgWuBPpD2EHO/1e9A/wxvGP9Rv4AvjG9YXzBvJT8c7xF/Ms9a/1FfGl6JfdEdTS0dXRgtGT0ULRv9K705bSE9HV0AvTw9Zj1vDTRdNz1TLcP+Vd7WL1Z/oj/PT8pvwX/Yb+/QCuBcQJkQtgC40KCg11D0wQDhELEtkV/xvBIDokPCaYJgQomSaAIb8dfhtbHY8hOyOBIy4kVSY4KcUocSUlInIgkyGrIOIccRmeFhcW1RO7CwYCK/iJ753p5+L/3RTdZ9/l47Tmkehx7ADwX/X/+GH2+/E27XrpM+dS43TeotgP0xHRyc7szFrNmNAO2kzkiunn7Fzve/E59hf38fWp9nj3ffn9+rL73v4+AqYGYgsbDMkLjAtfDVUT/BifHD0eJR4iH0EeWhvUGsgatRv+G9UYsBYdFnwWjRnrGecVqhI5D4gPWBFWE3EWiBeiGGoYhRSmDg4HTAFA/qP5W/Xq8YbulO7E7Xnrf+um65ftde7/6zrqcOm360Hxm/O78E3rSuX94RPf892q3wXjcuhM7mjwV/JA9uz7AAI4BHwDNwHg/p//z/+M/sz9evqw+PT3YPRp88n1c/mLATEIKQxeERsXdx7UI6AmmieqJMshyh6DFwMQpgmSBBsDlwGk/y4AVwKcBgwLlw6FEUkRAxCWDacI3wVjAuv92fx0/Pn7Zvqm9jvzcvKV8fPwpe7C7c3wnPI38mjy0vPf96X5q/UQ8IbsfuvC6wXrcOo26/Xsvu2N6lbpEOvh71z4cgD4BVgL9RDhFhgauBqFGswVfQ8sCa//Lvge9drzQfj5/cYBdASOBq4JKA2wEI0UuhYrGNAYtBVpE3sR8A7pDS8LdwZJAm/9a/uL/dgBOAZeBpUE/gOLAdwAngBb/zv/8P7p+qL04+7n7ITt2uwE6wrp3ur77/Hyb/W39mD2/vfB99T1hfWU9S/2qva39LjyIvK18+f2svVi8pfvbO4d81z7+gJPCdIKMQrOCDIGUgZnCM4KCw4SDAkJrwlqDTkUaRfJFPUQzQxPCk8LRAyIDxoUmhgQG7YWgQ7nBp0Apv2m/NT7bf2IADIDOAU8BkAIFwqSC9wKpwVvAEL8Y/ue/okB3wFAALD5EPCX563hwuAd477nne028HrxZvIq8l/zefMb8n7vK+x56Tzov+j167Hu1fIL92X1SvE27STqDO579k3/0wd/DKkOzA8gDpsJcgSHAn4DNwGb/24A2gMBCwsQVxFxEpQSGhNBFHMUoxhcHyknUC0eLUoovCFwGlQV1w/3CcoFzAF4ARUDcwOfBUQGWgRQAp/7E/Zy9S/3uPxcAVoCUQLu/5/7Rfbu72/rBumV6JHqWevL7JXtO+yl6/bpL+bU44zhFuE/41HloOg569LtrO/t7Uvq2eZP5DXmn+pT7nzzKvjp/PQAGAItAi0BKwHuBAwI0Qt+ENAU0xm2HfsebR6qGU8VixJeEHMRsxNaGM4fMSOsIekenRpwGbMZuBhfGaIaChsqG44YORQzD20KoAiLBdMAsv2P/boCpQlYDDkNxgmVAXX3s+oP4TrebN7c4LLhod8G35HgnOXd6x3vmfCz75PsWepD6STrbuxz6YPjPdr/z6nJr8czzLvUP94j6l/1fvtf/XP92/xj/Xz/8AI8Bo0JjQ14DycSDBfcGbscjx1HGu8YjhuFIN4oWjCPM60yFy1kJXwdDRldFx0WFBZ6FfMUBhfLGMAZtBlXFt8Ruw1NCQUIRArRDVgRmhFeDWsF7P0l9rvuM+l95SvkTOQ45BTj4OFF38bcTdtg2d/X4ta51+zaPN4P4AjhTuHn4dni/+KX4v/gGuG45IzqL/He9gX7mv71AP0BjAO2BdoIggzqEEEUDRWDFHIW5hf8FzUWrxHPDj4QvxNaGK0d6SBCJDMnUif/I1YfKh1tHR8dmhy7GwocYBwpGHcR2QpcBfYBiv5x+lP3MPaG+KL7o/sD+jr2MfFL7HzluOJa5vPs/fJp9aH0cPOc8Nvt2+vD58Xj2OHq4crjZOUC6AbsDu5679Xtneto7tHyCPn1AEEF/wjtCw4LOwlOBdUCYQRoBr4KtA8hE3AXxxc1Fw4YHhRsDmkIdgIuAfsA/wFmBUwH5wiyCLsGnwUEBDYFAwnjChwNTQyTB84EPAA0+/H2ZO9Z6xHsVe6m9On7sQJbChoN3wuICAQELgGw/UH7vPf68mDzz/RH9sP6/Prn+1j/nv31/WEByQOkCToNBA38DOEKfgkwBrQBwf9K/vT/XwOyAwAFAgW8AlcDrAEy/7P+efyh+3v6zPmj/v0BcwJ0AYv7sPYn8yjvFfDu8NzxgvMN8UTxevJk8Y/ys/CI71fz7/QP+T7/yAJRB1EI6wRJAHH6APlr+RP7FQGLBAgKYxGIEo4VtBeyFmAZeBgbFOQR6Q5HDwcSMBNXFH0Q2ApHBhMCsgMDB9AJkQ4ZDm4LZAk5BQwERANiACL/Bvuw9+P48fgc/EH+CvxP+lD0Nuz15tbhueFE45njGeft5kDmlueq5Vjonu3V8A71oPQE8yX0qfTX90n6jPp0/RL9Nv1ZASwFSA7TF90c3iBdHucYRBNVDH0JrgdTBtUJxQqmC9UPmhAnFZQYXhZpFuETchEIEaENZw7aDrwM5wu7BG79e/ps9mL4nfs1+2/9aPxD+6v74Pf+9CzyoO7b7gvsLOoA69/qufC/9BTzN/KA7jLsYOxT6Wfr8vGk9w3+D//V/Zz+Zf6YAQYE8QPbBkAIQApXDRoMew6GEJYP9xDvDW4L/QwODeMQHxVMFBwTKA9YClcFeP+S/4kBqAQFCkoIVQYcBgcB6wB3/7T4SvbT8bLtG+507OruIvNm9QP4VvSo71ntnuoU7vDwkvBd9DP1G/Yp+Kb06vQA+bL9CweZC50Npw9ID9ESHhRLEyoVdBFaC3gFn/0k/SECBAhhELkS4hEvEg4QixJFFQsVQhZLE9MOdQtDBYgDkAPsAGz/xPjm8Tbwc+6y8xz75/3UALn9Ffdj8U7qy+dX6WDpLepO5b3eZdwO3NXhned96DHp9OYU54jtS/Nu/JoEoQY2BfH9KveO9mj6gwXBD1MTYhcqGWQclSKyI6wjhCJcIMwfVRuGF7gXthfxGikcTBjCFGkPlw2FEFsRshONFQUUTxJbCu8ASfrO9Hr1g/Xn8vnz7vSB9+37S/mO9o3z/ezv6BHh09ku2b/Zcd0a4KHef98S3xzeF9/03SngoOQ86PnsTe3t7Z/yJ/ZT+m37A/nr+lT9lAKaDH8SDBmfHzUiiyN+IPQcLh5dHzUiFCMFIH4gJyAqIfsk5SKNIaUgHhzlGIESGA0sDV0NPg4+DEwGFQKS/Yj8D/6W+/n68vug+sP67/f19Kf1T/Vz9Try2eql5n3jveIG5E3hb+Ct3x3eRN4+2+7ZV95R4v3pze8b8PLyxvL88/n3+/Zi9rP3Lvhi+w7+2ALdC4ESEximGAwVHRWmEz0VXBntF/YXqhjJFXMU3RDtDXYPBA9YDyoOSwwwD1oRwBTuGFwVThAqC/0DkQD//er87/+gAo4EPgM0/6j+Kf3o/N/9hPmn9833RPcs+lP6XfkY+yn6u/nA94jzGvOi8ir19/kO+tr4TPU57xHrWebu5OvplO9D9zz6kvjR+ST6S/yaAB0AVP7i+6v3Vfm3/GEB1QfrCd8JWwUu/T36ePos/iUFuAcoCTwKcQYfBHwBJ/5V/nD+DQBPAN/+tgIRB2oNyhTTFFAUvhKfDScMAQueChsPchIlFSsUxw0BCn8G5gT2B1IH0QawB9oDpgECAWoByATWBVQFvQFp+8P5XPm0/O0C3gHq/Yb4ju015+vkMuVG6pTtGu/r7pDrKuub7dfxpffo9f7yxPBq66jqWOwb7iXyQfP28W7vGOvP65Twqfi4A5EJwwxIDvwLZQxbDokPVBNrE4ARXQ6cCbgKyw5oFY8d8R5eHsIdmxjVFfsUsxM6Fb8UJRGPC8QDSf8M/3oCSwm1CrUJEwlHBOsDugWHBhgJQAZo/z34LvCv7djtvO5c8O3rZefU5DbhquLZ5avntuqy6j/p5ufS5brnB+sl7mbyBvMO9bj4Svqt/iYDZgWcBwEG2QJIAAL9zP2qAVYGTwz+Dk0PLxH8D2MR9RQXFXwV3hEZDVULzgeIBx4KAQpLDGYNzwwKDnQLgApRC90KYAu2CToHKAX5/yX9uPwE/Jf9Oftz9631fPG/7qDuJ+6z7/XvxO5q7l/sx+1D8hj2MvoE+5j6SfyK+gj5PvmQ+cj9BQCn/8kAHgDqAfUFewgwDZ4OIw7XD4IOrA0rDokLYAnzBREBbv8j/jv/6wL3A0YHMQoFCoEMGAoqBfsCDP7j+3b6A/e09o71O/Zh9yP1dfby9R/1sPb89HD0RfUR9ef23/Zq9NPyge+l7uzwSvHp88X2YPe0+jL7Z/oF+8T5Qf2cAWcE6wjdC30QTBYwF40YqBf2FHsW1xS8EwEW4xXPF6kZpxa2EqcNKgrxCZIHiAUcBQoG9AqZDDUJlQZz/5r5EPhF893x3fH38Tj1/fNu8a3vTe6w7xHtJepT6OTl/ugM7EHuhvDM7uTt6Otx5vzj7eEE4/jpRO/w86f3Pvlk+2j+zf/UAooEBwfTCc4H6Ao+DJUOAxfsFrYWkRS5DucQYxQaGEYeJSFtIn0j2h/HHOUa/BWaFmcUEA43DBIH2AdJCxkIggbXAaj8N/uP90X05/U195T5e/t4+Bv1kvGQ7dTpWOZm4o7hhOMT54Hr1OyP7grvkO8E7wDrAec35eHmPesw7/7wovTl9/X46Pdn9M/zbvX2/HgDmwhmDxYS7hc4GhYYbxhiE7sT8hQoEbIUcRMLF/UeWB0AHA0WoAwNDPUJGgqwEAkSJxZ9F94PnwhGAGb5dfij+Cv2QvfE92D55/4B/+n/p/1q9q7ypOx+5bvoFesb8Tj6Y/R38hPuGOZk6ELmlObM6eLrk/GR9Hv4i/nr+9/91vo9+iX0K/X4+iT/lwiSC0ENGRC0C8wIuAXkAasE0gdxDd4RABbAF6MbWB0+GVsUmQt1C5kOoA6UEEQQ4gtMDaAHrQNoAqH9P/4M/VP7cvyOAJEF/AseCZABL/Ze753qJetR7+3v2Pc79OHz7PS87pHw5PA46wLrsOOg5EPsZ/KW/Q79kP8Z+qX1NfUi8ar2GvrU/2sI1QbOBsMEZQBqA/sAhAKsAwoECAl3DU4VqRuqG4Id8xuUENkLNgNG/9QIZAumEjkYoBNlFvgQ+glBB4ABigJuA6sDsP1p/XP9Zf3LA+T82fia9ZTtaO/L8k/1mwDpBYgGLQWT94XuVutD6D/qg+4O7gLzvPZQ9DT4g/PR8e3yWu287Wbrie179mf7CwWkB6AFNAVG/oH7lvqG/HwBGwZUDNgO3w+zDyIOqBE1D78Mpg20BokI7Qv5DNwTtBEbEvERMQfmBbf+6Pk6ATIA5Qj8CPYIfw2nB9AJJQU4BIoDawFyBGz/Nf/RAeQAcwXo/tz3G/TC6j/tO+7z76j1q/eL/eb8KPbW8lbtgOzD7Tzxj/Le9UD+dvu0AkAAYvrsAOf3OvzR/ID3cAOMAxQIgxAiC14QYQf4AoUCqPdW/l/+ZgaEDZILZAlyBF7/8QBr/qMA1AF0A7AJTQOwDHIKaw9sEiALUAr3+173IPp6/nEIPwxMCOAH4f4c/mP9efsXAh0AEAJe/XP5DvpI+YT+x//e+cT41u+V7zz2yvSCAo0E3gU0Cz38Efps9zHxOACP/0gCXgYLAZ4F4APVA40GiQabA8QBYv08/OL9RwDtBhYLqgbGAef/Avr7/K/+EwCIBT8FygMDAB77ivsc+Vb+D/6B+XP7ufW9/AL+XwRkC44HuQd1/4T5bPTY9Kz63v32ASEEsf6YAR3+Nv9+BBP7TwTt/tj5nQFj+swE9AWsAlYM+/wZ/Xv8BvXtA8wABw2REiYOeRW+CSoJSgeQAOkIfgYNBjcN/gJSCRYKhAEEByv80P3/+Q30s/pr9pb9gwKWBAMDdPpC/A32Hfa4+gz4T/+Y+1T7pv1M9av5eviC84T4P/BT7xf0dvIH/Tj+sP2R/rj79vh8+NT3jfl7/NH8ewN0/8MA2wSF/wIE0QZtAtgMMAz6CukQMgbHCwsKzgczDqoIKAdgCPABIgxTDlMKeRfMCq8NMAqq/aYBOflR/ZEBmf9yBLUDPwULBvEC6QS8AeQAu/5Q+0f44/Y+9/T4ZvvH+XL3BvMk7/vv4fJ39X77D/xi/pz+rfh2+Qn17PXp+Mn0VPf19/j3LAHuAyEFjwmhAzsD8P5W+gj/SP0RBEQJEAeDCmsFWgJyBYUCowNwB5gCrARxBUgCeQuYCHcJJQsNAvT+s/tZ+c7/SwWMBwgMyggbBfUANf2R/GL8E/9LAoMCrwCPAcH+dAAKAzcAK/8T9rj0Rvbt80v7Cvz7/K8CCP1M/rT5F/b0/fj8SAI7Ad8BEgBy/r7/tvw5AJz/UQMMA1QBEQIPAK4HjAb8BzIIHgDMABH8hvwp/TgBkAKRA/8CL/9yAn7/pwVMBkQE2wMl/2v8kv1tAAUA0/+5+En3jfQI9H36av02/6wDNQSNArgDdP43/1z+8vsc+uv49vcR+yD/BAJ6Ao8DjgPT/bn/0/eY/uf/lQTDDoYFnQvUA1//ggK7+ff/JABJ/9QHRQOYCDENqQ1JECEMFQkKAckBGwBPAzQIggTdBa4BFvyk+7r6jPho/nz85/64Afv+FQWuAHsAQfzZ8zzzJO4J8T71X/YQ/Iz9Av51/C/9ZP0291b7yvc88gv47PFo+J3+cftxAef6Jffz+E33xPjS/oACsQWbBmQG/QUZBZkJsgijCL0FFwNLATMCpAfzCLgPMhECDywPkgnSBmQHBgf6Co0NowrgCN8EZgK1AsX+DgDI/6j9TP7H+gn+BP3p/8AGTAEtAg/8Xvd4+Uz2D/ij+cn3NvzO/ED3B/pj9FD00/gY88L1gPWh8zD56Ph9+JH7j/mB+Sf7e/ZD+Ur9mv2lBYcFQwRCA0j+Ev7++yv/SACbAtoGMga7C7sKaQu+EGwMUw5VCSoBwAGT/f0A2wSuB5sJkAcqBekAz/z9+Gf/dgTKBbAIiAbZAOAFbQTAAjcI5voG+br1pOzY9nv6yP8SCvcBWP5v/Vz2oPws/HT7A/51+T79Pfzx+YP/wvyQ+8H7hvdq9fL3DPzS/DcFhgemBIAHbgHN+sT7ofrp/TIEEwXHBugHKgSeAUoBGv66Atz/cv2LAXP9/gFQBRsFHwhDBVH9xPzi+MX4HwHp/4AERgmLAxUF3gHl+vr8P/ts/bf/7P/OAPL/PwAiAOQAQQDO/Nj6Xfvr90L8x//fAMEFcwT2Aj4CHP5l+Tj3/fe5+3v9mQNtBU0D+QSCAvEB6wWhBHUCsgPS/Wz8Xv+o/oIECQayAB4DYftW+jD+r/gjA2gDXAF1BRj9Vv0x/Dv5sP6J+in80f21+rb+JQBZARUAJgFr/1L/iv0n+zz9FPztAT8AOAN3AhT7nP7U+uf7TwDW/IIB3wWz/5AEmQCF/DAE8vzf/hkDf/3gApEC//ysBWMCKASiCSYAhQLq/0P9SgTqAuIFCAiSAMIDEgGP/NUCjgBzAJoD7v6u/A3+N/yP/nD+QgASArb+W/9z/C39GgC4/rwBvQFz+mT6LvcF+lUBsQEkBjAF1P+l/O/5P/fJ/Wr9kf//Aiz7Bf+x+vn70gZpAPUChAHw9679rvyN/BwCBgHpAY8Dgf89Ao0C5AJhC/IGcQgIBgX/sASmAD4B3wTn/moB6ADC/H792PwR/0IC8wNCASAAwfwq/OH9ifu4/9v8H/03AWD+4/5l/v39hAJZATD/jf7++V79qv7//ngBw/6a/of/Z/9xAg3/t/9LADn+ZQGm+277PP7J+4j8jP5A+2IBMASaApgHgwKOA1oDtQC6AUr+lP2s/sYB1QKRAo4FJwT0BYQF0QDzAWj/ZQK4A3sBJQJp/y7/5f4U/v/64/zM+vD7v/++/MwAeAJBAwwFSwBi/Lv7qfhQ+uz60ftP/2v/uQFcAUIAaP+6/Gj8Yvwa/Mn8FgAVBFgFbQQy/kr6t/sm+/z+zgDj/DL+Ev7G/3gDpAS8BQYExQJG/R359vri+w0CcAY+BN8Dpf9e/GT+m/3F/br/CAF+ATMAKABzAs4ESgnNCVwDBgBB+mP44/0AAAgETAUEA0oB1PyF+Hv6pPwIAMwDWwCJ/6v/EAFEBQcGPgRGACf6Zvhq+LT5LgDGAgQGgAWg/3j9sfol+iT9kf6I/23/sP82AeACeQRVAbMBnf7p+l/6bfVB+pH9/wOaCZIGsgURAbf9WvxM+Xz54/0yAEwDrAQ9AuUCawNvA8IChP0z+8X5w/udAa0CgAYpB2sFwQRR/hb6Y/nW+OL+wAIQBVEH9AeVCOQFpAFu/Eb6uPlz/P786P4kAoEDGQfQBRICGP/t/Jj6nvtO+pz83gBhAyMI0AVmAnz8Afoh+Ef3dPoR+yX/WgQnBbADuwJj/g/8F/uS+Nf4zfrF/Jf/fwEsAH3+wv3P+xv8bvvV/CsBUwMgC90LughMCYgDHQDY/kL5kfrj/GP8HwLJAgkEDQgWCtcJQgb1Aq77C/wU/84BEQgbCOsHxwWu/2z8nfp2+dH/cQIeArcGwAK7AzcGSwCEAev8tvb/+O/0vvbi/noBBAnfCqACAP8E+A3zzPTi9bf5y/2E/7wBkwD2/qoAhP+O/lT8E/fc9Jv11voYAisIywvxCa0Flv62+iT6mPwcBHAIwQwiDtEL1go8CIMGmwNjAbT/d/1GA2YEngjPD5gLtAxLBqv7/PmQ88X0F/xO/HwDFAbKAq0DUvyL+Yz39/F+9J7ySvTF+//7kf/R/rP3+/UC8WHw0vPo81H6BgB5AwYKbAkeCMgES//O/BD3ffav+nMASApPDosNdg41CxcIEQdrBOcFEQm5CwEQPg9pC6EJkwS+ApsBrPtE+1r8i/xkAxAEBQbSCy0HugWk/pX0RvTM8jv13Ppu+TX8U/5R/U3/ofrU+UT6rPn2+h36iPjS+jr9Q/4TAdb95ftm+Q33UvZl9KD4DP6PA9QHNwXeAPT+VPuX+yz8L/lp/tcCNgbcDIQL0wrTDLwH5wVYAUP8wv9oADoGRwtcCsgMCgshBlgCRf1A/CsCZQXqCOkJSgVbB4IH+ATAAf33KfJn8krzFfnd/lQDPAnwB5cD1ftv9DP2YPf8+x3+ovp3/q3/MAFxA0wANP++/Gn3sfYb9TL3WgG6BeYIHgdX/hT7S/gc+bT7a/mq/F3/eP6//bn6YviM/ID/Uv5q/4j6zPtaAEYDdQnTCeYJyAhEA0D+cvts+uL+ngReB2wJIwrGCK4JvAm5B7kIQQfcCOsIegQrBH0D4QXgBw0FMwIt/U/60PtF+0/9Fv+2AcwFHgVRApz6ZvWL9tT3e/un/av9bf4x/ib+x/5l/zMAQAKiAFX+tft7+lQCnwe1ChsKHAMN//v7m/cx9wn5o/s8AN7/5/xG+Y317vff+mL7NvsO+WL5fvs8/rgBDgIkA64Bn/zK+JT1gfeU/LcCogbxBrMHQAeEBv8FVATYAzQFswZjB/YEjwPdAx4FMweTBAEBLv7t/UsBCgOKBpsIIgpGCy0HrwI9/df6Cv57AH4CsAIbAmkEhAYaB+AFQQWBBl0H+QQxAnAAsP8mA1MEjQIyAWH+Jf2p/FX5n/cJ+O75Wvsb+Y71V/F28AfyGfP38Y/waO+l8Q72M/iV+Ij40Pqi+sj4sPW18vryl/cR/BH9BAAQAQYD4AapBv8HPgo7DNUP1xBhDXUK1QgOCm0McwpvCK4FbQQ9B7sI9QnVDKUN5Q3zC5EG6wI9ArcC8QMSBPYBEQPxBCgGfgiLBxUHgAdIBqoFRwMFAPoBAgWhBYwFqwAs/Jf6FvdM9Tv1GfXt9o73D/V28uLuEe3/7q/tCOz26WXok+vw7jDyhvQQ9Rj1mfQe9Gzy/O9k8mT1XPlL/Kz7hf7z/64BBgSZA9IGFAuoDQURhA9eD9gQmBC1EecM9QgHB+8FogjsCagK2AxjDlERZhFwDYUKMAiECe0KqgqpClMJiwnWCJQHOQe9BvMHxAhNCegIcwjUCr0MAQ3wClgDnv0Y+of2b/WB88ryUfKv8p3zL/ME80/yhu897Abo6OOc41Xn1+sa7RHr7+YI5Nzj1uXW50np6+s07s3xLfVF+L38Av9hAUj/Svy//L7+Owa1DfwR5RTeFRoVZhQpEiUQ+RHkE/sVSRf1FooXAxk2Gywcgxn5FIIQ6QwlDXkNsA27DjkOlgzHCfoFCAKmAesDbAU8B8UHwQcSCH0GfQNh/pH4bPQu8KjszOoe6xHur/JV9T/zcPA67XnrXOxU6+bqAusm63zrn+t+6qroVeZT5iXn/+Tb5VLopupb8Mr08fcN/K/8i/0U/+r+UAHvA5UHBgwFDkEOGA9KEJURUhJDEt4TxBSUFaIZTRtSHTAh2iH6IC0dQhfME6wQzQ48DnQMvgv8CqoJgAl8CKUHXAdlBtQELwHA/ub9dv2L/pn+n/22/PH5hfYj9MjxFPGr8uL0uPUX9KbyKvH+7irvs+7c7OPt3u0z73fycfNd9Jr0/vLH7/XqleaS5ATk+eZ0617ugPJt9e72g/nQ+4P9p//wAeADLAWrBoAI0wgiCmEK2QdHCKYIVQlkDM8PpRXtHA4i9SOrInkd9hcaEzMQfQ+3De8NNQxcCT4I9gXzBXkGpQZhB88FjwVlBx8IcAptC7kIfwUOACD55PTA8U/yJ/Yt+RP8JPzO+sz5c/dt9z744fXm9LLzRvHs8m31IPeL9+r0+++/6onoT+dO6MLrVO0u7g3u5OvU6mLqieoT7Uzu3+9F8T3yWPaw+rj9GQAaALP85fqu+Tn6qP9pBiAOuhQRFy4XphRjE8gVKRcXG/sbPBn9GDEVchPNFCcUZxQYEj0MSQjfBXIIFw6VEfMW1ximFvQTSg4dCaoH7wY9CNYJiQZyAcT86Pkq+OH2H/ic+B74uPiq9q31OfeW93P5+feF8Jvo+d/22svZrtlv3jzjsuUu587iCN+63xzjUurg7g/vFO5H7Nzs/vCl8173RPnq+BT5IPet96L98ATiDV8SOBHgEN4NIg4aE/4VgBpUHZwb3BobF3ITaRVdF2AZsRmWFY8S8w9hEqYZMB3IIGMguBtTGewTXhGiEz8VgReqFMEN4wfOAhUDyQWRBBICCvxD9pv1P/PD8YHy0e8l7orpxOIT4Mbd4N1j4HDgqt8f3hXbZ9rd1/3U3dWw2EDeSeN75GXo/Oz98Yj5W/za/rcBYQH3ArcBwP6oACsD5ge8C+EKDQsZDNUOKRMSFakWrBjzF+8VVhEPC2AKhgqqDHIOZwuwCgEKWwz8EMwSzBSBFUwWjBf5FGYR5BHEE5sWRxdSE50PmQv9CIAJyAcBB3kFkwI/Arz+EPsx+gL59/ne+cD0H/GZ7ijuYO+L7vDs2OiK48XeS9p612TZzN3y4oLnNuhJ6hTtoO4O8ffwlPHO87X0lPYK9hr1Q/kX/lgD5AaPBMUC3gIdA9wHngs8D6YSSREAEYgN4wipCbsK2QvnCnQGAgcuCS4KKAyhCqAHygXlBGQHsAheCqIP8xJCFnsXlxMcEGgNLgr0CMUGlQeYC3cNfQ64DLsIdwbwBNYDuAIFAPz+kv5s/s0A8wDD/rf8h/jS8w/vy+sF7SDvIvLL8izvae1l7B/rHetI6ibrPe0r7crvr/Kf85/3i/lr+b32iO987Pbsie939Wn5tfy1AL8B3gKlA8kCWQT2BJUGGwluCKwIBwkmCDMHcgO7AM4AkP/f/7AAFQI+BxYMZhB1ErEPmww6CV0HmwjmCe8L9A5XERoSGBLeD/gOeg3kCrAK3QgiCpMNyg+WEZEQ1w5vDcoHFQJB/b/3iPf2+c/8uwB/AC7/9/1j+fD24fIv79bvOvAl8jjzc/Kk9DL13/Kq8eDsqOgD6MTnuOr+7Y3xPPcn+cT4M/aA8GDvw+9Q8Xb21vnm/DUAWwBMAgcDbgDw/1X9Ffyz/M3+wQU8CuYLXAx7COkEbgP0AYsEuQZgCMkNpRA8FN4VTxPWEXkORwpsCW4JtQs7EJgTRBd0Fx4UWhJ7DjkK8AWQ/8L+WQDtAYIGigcKBdsC7vwC+Tr2bvNu9nr5aPy0/U36Bvr7+cf3SviJ9c7yn/J38GHzivhM/SkE1AUpBAb/afV18NHuXvDK9n35ovpV+ij2vPN08a3v5u8y7tLtEe797HDykPl1/hQDlwG1/Jj32PHO8wP5dgBYCjcOFxAoD2ALywovClIIsgiPBSUFuwmwDX8UsRlMGtwYSBOvDVoK3QZ5CCgMEQ64D+QM7AgIBn4AMfzt+HT2MfkR/SwBrQcZCtILMQsfBi8Ck/q088nxRfAg8x/4qv26BJIFgwVPBL7/yP56/n3+6gAZAZoBVwGP/G/5ffWG8J3uBew06z/tQ++79GH67fyN/Yr5hvQ+8H3qUOj86s3wmvhT/uwBcwNx/9P8mPua+hb9Xv6QALYDvARpB20JCArDCz8JdAZnBGsCmwVpCisPBBSTEy8Q5gtDBUQCowFhAuYEJQUTBtcH8wfwClwNHA0uC1IFRgBL/df69P2XAc0DAggzB2QEEAL7/Uf9Cf4v/08DpgQtBkQIOgceBqQDSAK5Ad/9mvo8+Pf15/hd/S8AsAGv/lr5z/OJ7sLtI/Dd9HL7Pf48/q37ePZU9WH0wfL28uLwLfDY8xv3sP1yBO4GiAeeAtD8MPp0+cH9ZQMFBhUH8QPS/+L8FPny+ID46veT+kb8PQD/BekJFg7cDr4LJgcIAEP7GfvN/cEDQQj4C3MOnAsACMQFsQKEBOYHwAkkDDYL7QocDZkO6w8WDZ8HOAXOAWIBJQbbCeoOiBHvDlQL2AT6/0z/rP08/uD+Sv2g/yoBAgIhArj9rvnA9EDvnO3O7envZ/J18zb1GPX+9J321PUx9LrzvfLf9On3m/qd/QT9k/te+QL1//HB7xzwlfSV+A/87v5A/6gAwADl/e37fvoC+8z8qv5jAt0E2wWeB4MG4QQCAywAyAA6AtcC6wJ8A6kHwA3xEFUSCxCECzwI3QQ6BjkKQg34EoQWXhWcEsgNRAxQDnAPYBApEPAPERAeD3MP0g/8DAoJZgR5/gn6ePcR+RL+0QElAyAAk/oU9WPwZe7w7sjvOPIF9KrzD/NC8/bzf/Ow8dfuYeuW6FrpMOwt8MjzzPQ19JzyW/Be7uXtc/Dg9Eb4mvmO+Lj3QffE9rL2aPQK9K32yPfB+X79fQAOBEEH9wj4B5UEIAPjA4UFNAjhC4sPKhOjFSsXGxcRFkUU7xIdE7MTiRVbF9oYIBkIGMEWGRUJFcYVTRRtEkcSixOWFBYVmBMcD6YKygZdAlP/ef1J/J/97v6J/1X+hfxG+xP4/PJ77sjpjufI58zm8+bd5oLn1On86RbpJufA5Efld+dA6oPtj+6Q7qXul+z86bToTecp6BPpH+px7Xfxnfa3+wr+BP7i+2348fZp9yD6Cf9rBIwJLg0jDpwOqg4cDnAPBxHOEn0VqxeXGmccuxxRHXIcOxssGWQV5RL6EroVZxtAIf0jWSJSHo8YPRIaDxcP8hDDE0IW3BUbE38PnQsXB90DHwH2/Aj6U/eg9kX4pvmL+jr5KvQp7MPkSuDv36LjI+gf64vr4+cr46HgZ9+i3lneU97Z3TvdFt7M4dbmOepO6xHqtOUh4QHg4+MY6mLwzvU2+SH63flV+XD5dvuG//oE5giCC2UOJhGHFSwZnBriGgQZkRYlFVwV8hgeHeMhhCVxJjolYSECHjQeLx8bH4QfZCC5IOwf+x3cG9gY3hVpE9cPQA0BC+sJLAuJDBEM5glKBYQAqft/9sTzGPN89E33TfjF9WfwSutT6BLlJ+Lw4APf590A3qjd+92X3ujedeBL4DTd8tnv1rfXXNsn3t3iueaw50jpd+fI5CLmC+l178T14Pk1/BD9SP9oAQYDUgU1BZMF8genCO0JBg0bE0gavR34HoEdZRqpGeUakB1pInMmZCkqK74pgiZpIyQiNyMiIywh7x6THP8bABz5GgkbFBkHFt4TbA9lCzAKlglaC+0LXQlkBcD+KPmq8/jtYOtO6Q/q9uyZ7OfqUujd5Mriut8r21bYoNW+1ILV+dWK15HXA9iA2aPYEdcX1nzYRt9V5ezpLO2J7Ynvc/FB8d7ya/Mo9CL3Tvg6+hj85v5aBDEHdgeyBYkDGAXRCFUOahRxGC4cLCB/IG8enh3QHgQieCR9JVsl2CTzJqopJitmKhwocCXAInsgRR4LHgchCSXjJDEhsBpuExgOiQkoB0YFwAJrATsA//2e+gH3FPaV9GHxz+046Hrky+Tu5CPlzuKw3iXbqtZt03bQYM6N0I7VftpM3m7fcd8u4BXgMeAd4KfgheMp5hDpOOpE6t3tj/MX+GX7uvqW+JT4Ifkm/BoBcQY2DLAOhw6oCyYIzQmdDqYU4xncGQoaphtsHEAfZCCVIJIg7R7EHjUeRR7pIQ4lZyj+Kdsm8CPfIJ0dOhusGOoYHRtiGwMbJhc4EJALTQkQCYcIMAWYAbP+mfuG+JX16fSQ9KzxpO3o5pXf2Nvg20bf4+IF4nvfZNz12W/Yd9YZ2MbbM95K333dZtpi2hneL+RZ6Xfqoekj6P7nJutU79H1vfxpAc0ChwHb/mX/8gJ7B0sLZgrrB4oGEwhqDA8Q9xMUFkgV8BMYEZwPkxLtFwMd9x9xH3ccbxg6F5EYMBusHtEeMB1GGyQZvhjvGjYeDh/3G1kWBBH8DugOuw9yENAP5wyMCKsEmAF+/+/+Zf4e/LL4SfTY8FnwaPEF8druu+uS5+/j8OK84pXiwONB5FjjNuEA3m3bQtvU3GPd0t4y4fbikeTA5rXo6up67TPwgPK98fbwxfBg8wH5ofz7/qj/af6v/cb+QwCeA2cIsQxsD5sPOA6pDYIQExW+Fv8VMRQKErER9hSEGRgdGCA4H1kcyhnkF7QX9hilGqYaDhnrFksTmhD9DnoMdgw4DlsPuRChD8IM2gnJBnQFQARKA9cBy/6J/F/7yPlh+nn78fsd+5f3xfTH8bjvdvAv8YnwUu4k6lfnW+Vg40Hiw+EO4l3irOIi5Tvn2ef151rlDuPM4zjk8OYE6mDqgOuT7X3x//XQ+Br7nfv8+sr8eP7DAOIE/wdMClALswn7CXgMyxD6FeUXvRgBGa0YnRrDG4IcVh2pGhoYpxRiEd4RVRS/FwAaARiYFRwT4hB2EnUTyxNYFMwQqw09C1EIlglSCzIMjAtKB3sCt/61/vYCGwV1BakE9P5L+nz4uPZz98r3lfZo85Ltnema58Tn++n56PTlheKW3ZTaxdqU3PnfruQP6PTnCOVE4tDh4uRp6WvrnuuI6yTrIO0M8mf2evtA/1sAXv/1+9X7Pf+ZBXkNXBAIEXEPHgxCDIkOLBEcFYgYTRqWGSAYeRgHGT8axxt0GWQWsRMZEb0RERSIF5QbiB5jHoEZjBJ8DZQMVw97E0YUmBKiD1sLPgh3Bw4H0AaSB60GNgNJ//r94/4JASsBNPzR9VXvvOkm6Jvo2unz6xHtRu0c6krljeLg4HDg0N+C3fjcC96X3/fhPuNd4yXkl+Y26WLp4+iY6iPuxPIV9rT2l/WQ9Gz0t/WE91r6vf6yA1EHiQhHCMQI7ApHD9QSIBNCEpQSLxMBFUcXTxh8GnAciByMGpoZxBssHkggMiFSHpwaohi3F3gYvRlhGrwb1xuBGncWMBGVDocOPA9RDhwKYASsAYUAHgHyAmAB9P4L/Z75k/Uo8hLy6PID85rxmOy95p7iqd/u3lfhUuLF4xjkNuKJ35rcBNzd3nXi+uMD4pPfGOAu4l7mcOy876nxSfID75frbOqg7kT3of5OAgYAwPvu+tL89ACjBpkJLwsnDGwL/gtsDs0ToBsGIDUf4BjrEVQSQxcQHnglBynRKucpZiVHIRwf8B6PIs0kCySXHyka3RlyGs0aDRoYFsoRGQ6MCGQFkQSLBYEJlgsvCWQBtvXY7r7tw+/+8urzxfLP78PpnOMN4NjfHuJu4qTfkNhQ0bbQJtbJ3Qjkg+S64E7cmtj616/b7+KP63HxgfJn7xLqWOhj6mbv6fQy9+/5kf2A/0kBcQP3BhoL6wuACVwEv/8cAdEG1w6vF3kcLh7yHRYb+xkFGpUcMyKpJqcoYycRJMMizSIFIosiLCGyHxsgdx7VHOcdKiAlI8ciIxyLEfIFbABrAb8E+AlUC9oHDgOO/Ez3BPVD9fr28PRs7vHm3uBY4LvkfOdN517iXNvM1gfU0tSa2E/dZuES4hrf1dkL1ObSZdYC26Pf6eJv5eDpVO3C76/yhPXT+CL6Vvj/9Fzya/VR/b8EDQsvDC0LcAqACDUIwQqXDk8UNRqMHQ8d3hksGqkdtiB5I5cjQiITIgEi+CMEJ3wpiCwxLNsmmB8YGGIXyBrJHYsg9B4zG88YiBQyD0kLrwbiA88BCv8v/Jf4z/fZ+Nz3E/ZU8dfrTul35rzkm+WD5v7oqenw5Y7fI9jc08LTK9XI10/YTNjz22jeZeCL4gbiBeGu3xPeH9773bjiB+tv8GP1IffV9rH43/iv+HX5B/t4ATYJ+g7LEQ8QyQ9eEPMQ9RP4FM8ViRlyHIAgSyWaKM0sHy54KtYkEx8IHfseZCKWJ7gpoigFKcgl1iC3HIAXcRWKFLgRFA7LC08Mog2VC9oHLQC297z0WPJe8aryAfO69Er2zfP47njpYOYV5eniz+D63SLdPeEu5Xjnl+fj4hver9o91yvVANWB2N7dqeHE43jj5uHc4tbia+MS5iDmgOna74r1dvtX/6oCCAVzBG8D/ABlAAkGzw3fFfwc2x+MIREjhiGXH+4d4x4GIgYk+iZmKDMp1yzKLqAtoClAIQ4b2hiAF2YZeB0dIWghkRyIFeANvQfEBeMDMwI+AgYBLQH1AhIC3v+A+rHzRe1A5rnio+PK5+Du9/Ey8LvtG+mq5RjkVN9h2/basdxV4dTlH+jI5jniXd9v3FrZSNnD2i3fSOUL6UHr3e0A8djzcvLn7kLtGe7n89v73AMNC48P6RHrEtUPOQ1KDxcT9hcWHFUedyCyI88n2SjOJmUktCCvHp0fKCDMIikmMSeuJ/Ujhx2RFvgQmg+4DzAQBxKsEq4SMRIaDtIJ0QfmA/P9b/fx8vHyXPae+uH7Kfm19NLvrut06TTmrOQz5w7qGuz36pHnaOR74fnfr95D3Mbbbtxl3xvjfOMZ5YDo+ulI6RfmkOMK48zkBeqW7t3yAvnW/P7/fwH0/uL9hwF2BqAKXg5CEgIYwRvPHV4dwBqRG8ochh1EHsQaYRr9HwQlWSi2Je8dhBdSEn0PDBBGEtIXFhtyGRUWxg4sCpoJPwiPBVQB+fzO/OL/RQPZBEIDFALO/5D6YPQV7vTsdvGo9mH6b/lx9NTvGOuw5/XkoOJW5Bjns+gt6WznMOg+67vqgOfL4K/bB9wb3nDj7eg37aTyH/WM87Hx7O5B8Nr1Pfr9/b8AuAOECHANIxF5EZEQLxPbFHAVHRfuF44cCSQ4J+ElIiBWGkkXcxUQFlkWeRavGYobeBtdGNURHQ6uDLQJTQdzA30AYAHOAloFLAbtBWMGzgKi+4n1L/Jw9Qr92wGwAqD9X/c49U7zmfIX8rjwo/F58U3vDu4L7tDwb/NR74zpjOMJ3rbe6ePY6QPt9O7t8erw+e2s6/Ho8Orf78/yf/UH+Cz7XQDpA+gFegeOCEoKiQsrDD0NXg8DFagaQRuEGZwWVhSkFUoXIBdKFYAVFBoyHbYc+Bo/F/ITqhEfDbUIFQaBBfQIhgttC8AJsga9BWkE7wCh/ab6FPtV/Xv8m/yg/Zv8H/tt+L7zru4Z7HPvd/Qc9hv2H/Pf8ajygu9v6vDlc+MV5Wrm6eao6crrju+k82jzru9P64Prtu858nj1lPjR+Y3+NQRVBgAGsAWrBqIH4QcACh4NRxM1GiEa0RaJE8IPig86EcYRzBIaFIgVdhb5Ey0RQxCBEZkTdRCHClcFhwLCBHEIMwr+CpkLGwvOB48CA/4f/Pr9+QIxBTUDCf/P+b73uvcs+HT5VPkS9wb0CPCw7bruQfNj9uzze+1A5dreOd8V44Lm9elT7JLsreuz6rTpy+n+7WjzbvTJ8s7wXPIc+c0BNwgCCqAJmAhzCPMJvwvKD5kWmhw7H5AeZhuJGJcYFRmAFg4UTRRRFRYXiRduFYUSoxFKEPkLnAaeAm8AIwKBBQ8GxARtBNgDFwLp/y39Hf51APQChAOEAG399vzZ/j8BKf9m+Rn19fCt74byVPUC+CD5Mffo8uvrgOcX5obl6+b15a7jGeRK5VvnjOpi6h7qsur66qXtcu/d8Of0zfpHAMIBogBfAbgB8gPkCIMKNA70FDgZ7xxkHnsd9hxmHLccXxtaGPwYBRs1HmQhASCFHTQbjBerEygNWwcaBaYE1QahBgsDvwJYAygDCQIY/MX3Vfig+tD9M/1d+yb8APym/ML6YfXg8wfzsPMc9SryzvG09En20fbb8STqyuTX4FbhA+NH447mGufR59XpXeet5uLo2enw6oXpJujp6jXuxvW6/Cb/hwMRBdkErwaFBjoLmhLgFz0dShyaGLAYUxkfHOYd4BteHSseih+DIRgfjiCUI+khSx6zFaMLqAfxBosLGQ6ACtoJMwfVA2MCI/4e/tIA5gAhAVf87va89035j/1s/cH3XPZd8j/vz/EA8QX0svmz+ZT2bu0/5ajjT+Nr5ibnB+Tj5GXkA+bO6bbn0OdN6KfkjeKk3rHdTORl61nzIPea9KD0/vXT+r8B6ANSCQAPCxFdFDQVuRaYGsQbmR5KHj0aFBuYHYIiDimzKUYquClNJHIfIhgmE8QSPxNmFhoUeQ37CwQJHQjTCcUFHAPs/4b7aPy3/Ef+jQLRAmUDu/1Y9ar0+PMS9lT54fY99pD2QfOM8krvT+1P7Z3p9OhD5kXjcubb6KXrXe2259vkIeOh3wfgRd6S3mnjEOeV6xvsw+m87O7tkfFw9uj1IPkr/cf//wU+Co8OaBSQFhEaJxncFEQXmRpzIE0oZSsZL/QuzintJ0sj8SD+It4ikCJPHqgY4BdxFJMSbxOjDRoKQAbI/yH+Cvwd/VMC9QPZBNAAtvrY+J3zgPCe8SfwAPPE9JbyM/MS72Tr6evT6cjp9ecE5WLmo+XI5kLpHugr6p7owuFu3ufartrq3oLiEukj6+PoVOqy6AHoceu+7FvzG/nw+t//IAKJBdIKiAzFD54Q6g54Ed4RLBXxHW8kGSxEL+MrayiBIkYgNCPKJA8o7idnJM4j4h7jGSQZqBY6FjsTawz+CHIErwQjC+QMogxVCFn/jPhW8aPvyfSD+EX9/fv78o/seOfm5/Ds2ezS6hPlrt4U4NviuOeu7VHslugA4gbZytaE2O7e1OWM5b7kG+Nn4FTibONn487lC+iy7Cfx4/Mq+dL9SQM7COkGxwZ5BhUFRgrwD4oWdCA2JigpZSf/IPUd9B2SIqYpzyqWKqgpCif7J4slxiDhHe0YDhYBE2oOHA8iEPsSAxfwEjkNGwZz/pT8J/vQ+48AYQF/AR7+mfaN83fx+PE6863tzemz6Q/qSu8r8bTv4e9V7HXoZOOc3f7dO+D55MfoPeXL4j7hwd5M36bcytox35bj/+iI687peO0n8m72bfpc92b2fvhM/EYFUQu9D3cWOBnbGp0ZWRXHF/UcjyJjJwMmZiYlKGQnaCnAJv4hqCC2HRYcCRmZFIgVWBcNGfEYCRL4Cz4I1wVJCAsIUgerCPEH9ge5A/f8JPuy+XL4nfdE8u/xT/U/9076IviC8yLx4+2i7O/o6uN45Ujn++hp6ePjx9/l3SPcxt2K3FDaotzr3cPfBuBI38jjaOdM6UrpJOb55zXucfWB/vABCgO+B2AKawyoDPALBRFXFqAbZiCoIL0ieCV9JgIo8yTeIYkiZSGPH0QbNBgcG4QeZyBmHogV0w6BDGAMmRDCEVwR7hLZEH4MVAaaAUgD5QTYBU0Dq/qB9lf4mvulAHYAAvyR+DTzTu8r7NToR+sX777wSu4c5YreSN1j3eTfe98J3UfdENwG27nZjNn/3uTkBOi+51bhT96o4vvp4PNe+u39lQDp/rH83/xG/70IQxL6F8sY6hJvEPgTFxqsIe4jEiIzIdccQhh+FiYXVRyZIOIgeBxGEs0LQgxkDxsVTBevFiQXWxQvELMMkQoxDN0Nwg28CjkDBf+AAGADXAfmBoUDnwGE/Vn4T/RJ8pP0Z/hF+oT3l+7U5nLj3OIE5cvknuRc5RDiPt5V3LTb2t+z5JDmleRO3tDb5t+C5gHvC/S/9Jn1S/O28dDzOvhFAIMHfAqRCTsFuwSpCmQR5RYRGNgVNBXGE8UTVxZGGFAbgBxmGE0SEg03DKkPfxMTF3AXhhToEycSEw+zDx0QFBE+Eo8QhgtcBrEFbgn1DO4Oew3oCOgFHQLR/dv8zfx3/joBpgCI/Gn1/PDl8LLwOfG/733rH+q/6H7mcuZ55Rbmr+d45uzi694V3jXiL+fx7AHxofDZ8GnvM+zl66js+fCb97/55PjR9674IP4TA0sHXgnBBy0IDgnBCI4L0w2iEBMVqxNND4ML6AiJDJYRJRYLGSoXBBcFFzMUuBQiFQQVkBY0FEUQAw4SDd0P+RKfFP8Twg7ZC3kJYQViBUAG+QbvCSIIMwLd/NP4tvkq+z78kPzE91X08vFA7rjtuu3v7Xbw2+0y6Zfmv+U96Qvtz+/58K/tf+yE7IfqXOv965TtvfKu9KXzPvKV8JryAPWo9tf54Pl5/EwAJ/88/5D/uwCNBY8GsAY+B8kFBggJCwkNUw96D1wRgBIbD5IOkQ2vDbwSGxSmFEoV7RKyEc8QKw9xDsYLiguqDFgKsQoZCsUJUQ3oC/MHQwWcAc4BegJTA/8FbwQJA2EBcfx3+9P5QvdN+P31dPPb8lry0vXr92n3YPW07x/tIO1b7NXvpfGR8Ufzx/D/7SftcOuT7Svvje9L8QXx//SO+t37hP6M/pT7cvsP+gf7kv0w/ogCCAWUBZgHeQbMBh0ILwY5CDYJ1AnjDa8NeA37DY8Mog1cDCAJmQizB1gL8Q9/EMYSbxHkDY8NdwqbCMMIqAghDKcNCgwtC5EI3wgiCZIGJgfqAwb/0f5L/V/9k/4u/qv/X/1z94Dziu9E8fn0FPWT9372oPJC8nTweO9K717tOe7o7aPsxe3J7Q7yCveA9qP3E/a88bbyH/Mb9b75t/zKAIEBZP58/Vr7LfzQ/1gAOAM8BFMDFQalBikI5Ap6Cu4LiwssB0oGAgctC3UQKBFsE2QTwA/hDvgLeQprDAoNXRASE/cRNhHiDgEOSg6kCqQJMAeXAsQCKgImAy8GngWyBBQCUfvx9jP03PQI+Jn33vmq+nr33vWB8rrvqvAQ8JXxxvLh7/buSu+G8in30fYK9jzzUO117EXt6u9C9gr5y/tf/eD5Mvc/9jf4uvzJ/C7+OwDB/mIA7wFeA9oHnAgLCZQJOAYVBeAE2geZDjsSFBSyE+gOwwuPCBIHhQuuDmESehQkEXYOWgxjC58NJg3lC4gJtwOZAV4BcQLOBs0ISAkjBzoAI/rC9aL0WPlM/WwAogGc/UH66vb+9HD4d/ra+Vf45fPC8fXx4vSW+ov8Dvtz9kTvGO0E7n3wwvZG+4H81vsj98DzpPLl8tr2Pvlz+t/6Jvna+nz+CwPcCPAKcAlIBqcBAACkAUcGEg4xEukSLxHCC+YIjAi/CUoNiw4mDRILnQiWB+MH9wkIDWoMyQgfBL3+U/15/wEDPgi+CckGNgK/+wv4TfjP+Qb+lQEXA5wCNwCW/wsAFQCgANP+GPu2+Aj3EfcQ+O/4W/vl/Ar9Qftr93P0A/TZ9br44PpP+vj4HfYp8yjyHPG18in23/h7+Qz4wvii/NcADgWmBtUD6QCx/kr+xP/0AQIGAQofCyYKigb9AzcEgQbXCSUM6wshCiQIrQZdBo8FoAaoCOcHjQR4AAL+YACoBEIJ1QsGCA4CT/0D+237NP0CAJ4DTwRsA64Bd/+//+X/OwBTABv+qfy4/DD9JP5e/kL+mv+U/mf7bvi+9Yv1Tffw+aL8kfv8+Ab35fR48+Dyf/RY+er74fu++sH4k/oB/uUBhAQKA0IARf4T/RH/KwIfBuIKwQvFCGAEnQB9AVQEhgc5CXEGUQMIAzAEewfKCRkK7glsB5gEqwKVAf8EsggsCXsHiAIU/vT8uvzO/7gChQO/BPkCxwCx//z9ff+tAV4B8P/s+rP26PZj+GP8TABwAQYC1/7f+Wz2C/R39t362/zF/Pb4d/S/88vz3/bv+XD6u/ty+jX4w/fd9wn7pQC/A8sEZgHW/cL9xP9FBc4JNQsyDNUJkwY6BbUD6gQYB5oGCAavAn0ACAOnBQoJpAopCbcIcgZ5A8UCqQHGA1cGagXXBD4CFAALAZMB0QJWAxsBQAEMAef/SP+w/PL7Tfyx+qn5FPc29vb4FPqX/C7+svyA/IL60/fW9iP1jvU498D2NfYR9ar0tPbm97T5EvoW+JT4dfka+or8pPsb/An+w/38/X39Gv5iATgDAAbiB4sGJgifCeAJywqKCBkItwmQCRIK5wjCBw0JKAh8COsI/gYEB/kGqQXXBawDLQNdBawFSQUjAuL+rf7t/T/+XP/Z/koAmgAP/wT++voo+jb8f/yN/IX6oPfJ+NH5APtt+z75Q/lW+OP12vXM9Rf4SPyC/ar9kfqi9jn2mvYL+C35y/e2+E/5gPhf+jn7jf3nARQD9QKpAMb95f5MAf8EQgiPB/8HMQZYAvgA0P/+AKEEmwUIBlcENgILBHoG7AiyCWEH+AVEBNAB0wEQAncEXAjFCaYJsgV4Ab8BOgOrBZgHkQY+B28HiAXiBMgDigOZBCQDfAAE/P73BPpo/WABTARwA2kCXf9V+gf4avb793r7t/t0+r71bPDj78DwvPHm8UTvG+6b7O7qeu3E8NX01/hL+Jr17PBC7Z/wyvbI/UYDNASOBIQEnwPmBekHpwmSCzIL6QptCswK6Q7zEjMVbxS1D+ANOQ1VDFAOQw8pEKkRyRG+EbEPHwx2ChoJxwf7BtQEmwQXBRoEyAITANj9F/3e+ir46fQv8kDz6PUL+D/4Hfa89PrykO/87QHsuupT7HruKPFH8gTyGvPt8zr0c/Rd85D0pvZI9wr5Avrr+sD8q/ye/D/8Afu7/Or/sAMBB+oIxAzPDpoO/Q69C88IqQhpCMgJQwv8C1YOPg8gEBIReA+fDpUNsQvtCkQJNwjNCRUKkAkNBmcA3Pxa+Z73y/d++Ef7Kv1r/eH9wfoM9unzx/FI8ADv6+0K8CXy6vSi+Pr6R/0l/j38Zvq++NP4wvzTAP0ELgbuAlQA6/wV+pn5yPh1+U36P/t3/TX+MP8VAkACIwFQ/2f76/nu+bv8HQK2BTIJ3gnEBv0Cjv2e+lD8g/5ZAmoFVwX3BSEGpgY1CEcHSAWyAhT/0f0e/Wz+BQPyBAcF2gGQ+vn0mfL383P5zv4lBMkHqgeBB6gFHARHBb8EkgPKAWf/5P9GAfAELwo+C+QJOgdqAkoArv4V/8cDgwd/CqoMvwoiB/MBy/xu+rH4L/nf+vL7uf1B/Tr8WP28/Ln7cPmY9H/xh+8a8In1lPrt/XX/OPxt+P3zLe6Z7EXtE/AE9Ob0Y/Qr8yvyQ/NR9cz3OPqa+3f+wgAbA68IpQ6wEz0WUBMnDmcJFgeOCX0NOBKJFjgYcxnBF6cSLA9cDEwM4A62DtIMigq3CEcJvAonCwILFgnPBTgBkvx//CsAuAaFDOALBgZf/Sv1lvD27qDw/PKP8mDx1+6w6ofp2+kF6u/pYOXF3p/ZKddg2rLg9eaP7ATu8ezl6sboROv98mv95gY6DBENWAyQC4QNdBEsFBsUxRFcEJgQ6RHiFfAaKx8OIZMduhYyEL8LSAwjEN4TlRYqFl8UohKyDu8LCgzSDOUNdwvCBaECmAGvAuMEvgN+/4n4u/Fu7IPpQuux70L0p/bR83ntU+cO4rHegtz42oXaIdrj23jgR+RM6Sfv3fPa+Hn6Jfl6+uv9qQMZCxMQXhMjEk4NCgkIBRIEaAdeCx0P7xAZEecRhxLUE/gTMxKqD/ILvwrtDGAQIBUsGIgZmBrQF9kR4gq0BNoCTwM5AxMEXwOgAX8AwPzj9zL0ovHU8QnyfPCP7lvsV+tB6sXn9uNi38TcOdww3YjiiuqK81j/VAZRCBgJUQdABqYFDgXRBWQHfQolDtANwAy+DNwMfw6wDc4KZAoVCz8MWg1ADU4NiQwrCrEGQALx/x4BQgR8CZQN7Q9hEJINCAqtBYsCQgHt/Tf7Afox96j28PcT+Aj5JPfa8nzu5um959zoUeqI7E3s8On355Lkr+MC5t3p0O9I9cX5cf4vAWYFPAq9DHsOVQ3hCxINFg6QEEIUrRczHaQflh3WGUYVjxJKEe0OWg1PDBMMOgxfCb4FQwNOAl4E4gQ0A9ADIwWdB0gLHwxjC+0IKQTo/LXzeO2T6xLs6u7O75rt7eu+6AznZObr5L3lM+UX5AzlHOSj5Wfq7e3d8EbwV+357MPuvvJj+a//oAaKCgwLggrBCDoL2hCXFDAZKRwBHuwhgSLGIUohgh02GNAQQglNBpwFZgeQC4EOYBL8E3gThBJmDyIQ+xNzFUYW9BS7EeEOawe3/kz4IPKo7eXoGOSv4pHi3eSX6Kjo0+V84DnceNsy2i7bIN9N4jHoK+xH7TDw+PD68RH02vIH8372bfzXA3oHZgrvDfYPwhKmE6QTOBZkGPkb0R5hHZYduxzkGGUUlwv3BYMFQQQOBo0JeAyGEWUUfBW3FTAUBxT+En0R9BGmD/ANIQ0XCcYGKQK++QjzYuvf5QDlfORU5xLqNun86KPmWuSl4lXgh+Fk5Azm3ekw7RzxyvVY97j4j/ci9Kn0cvXS9o768/1dBecNmhGrEm0Qqg7gD+MQGROBFXwYRxu9GIgV/BNSETYRDA/aCJEFQQToBdwLvg8lE3UVqROTEH0KlwWHBMUERwZXBT4B5P0K+FDy2+1i5wzjCN8v2x3bU9sA3/nmlezu8APyLO9R7ujuIPHj9lr8VgHyA6ADeQKx/hv8mfzi+u35gvmd+eP+uASfCokR3hV4GCYXuhK0EXQSSBQMGHQZsBroGXsVGRG8C1kIXAhQB6MHNgfABjEMsxDHEj8UeRCtCyQG1P1V+bz3l/VC82Xvz+qm5HfexdvU2MTWhtab1jPbm+Ae5PfqnPCv9LD40fhZ+Of4Kfq5/j8C6QM7BQMFiQXIA3z/cv7R/pEA4QR3CEQOZRXcG2Ei3yKEIbghOx44Gx0ZeRayF6oXNRTzENINDwyKCTYGKAWcAsADcwgxCrkMdg2JCuQI1QP7+w/2G+9Z6b/liOJI4szgid804DzeAd2z3JLcbeA/5LHns+2e8kX3ePpu+0L9EPyD+t368/hg+Xf8r/4eAs0CewEkAlICvgNOBjkJTg9OE/4WERvnHMsg7SDlG2sZvBW7EXkRbQ/rDpcQORHqEXoPQQwxC8oJJAopCmIJSAuECyIK1gi0BFwB8Pzb9Rjw0OgG43viwOHN4y3mGOSJ40Ljj+BH4GbiKOdy7efxrvUC9h73e/po+zT8lPtQ+CH5Zvoc+sL8tP/xA60IawqXC5QL6gz7EFAT7RZTGxMeeCDFH0ccHRq5FhEUaRFaDUMMSgufCj0LrQn+BzcH7gTSBAYFZgN3AlUBFgEtATwAZP6f+IvyPO375fLi/+Ic4svkneYW5lTnbeeX55PqoO3O73vwLvKZ9XL5rv59AfYA9wAZ/xz8RPuV+S76y/1yAcEEZAXWBoMK+QzOD4USQhOpFlYaCBqoGb8ZoRlOGosYlxOWDFYHKgZgBTIGRAccBxUJFgkQBhIEKAFK/0gAeP/z+2/3hfOK8Ajti+l+5gLkruMp4i7fgN584BnlGOu47kTwgPCe8JfyUPVD+HX7Cf4DASYDfgI+AjEDeAQ5BkMHCQZTBRQHvgmEDN8QzBTkFUMXwRcEF74XOBjUF3sZdhr9GO0VoxHMDTcLoAnNBzQFUgO7Ae7/Dv+C/7QA6gGlARz/VPqT9S/zAvFm73HtvehM5cXjCOF239rfB+Fw5I7nR+eM5vrnaOv47u/ySvWH9a72ZfgO+cj55vq0/VUD/AY+BzQHMQghC+kOUBHzE7QWyhlaHawdwBzfHdsfoCC/IFoecRpMGI4WxhOBEu0RDxBtDn0MTgf9AZz/fv2r/osA+P1n+nD3B/Ob7n7s0Onr5rrll+R34jLiYeNx5O7mgum+6e/oHecA5ZTlWOhi69PuJvKj9Dv1APXX9Dn2O/pW/4QDNQVfBcYFiAd7C08PoBDkEXIU8xTDFOUWChqJHyclmyTSIOUdeRuGG0MceBnoFTIUBxOQENsNTQuTCBoH2wTJACv97vnX95j4BvhU9J7wVO3d6nbnDePj4SjjguXk5zvoVOeZ5tjmp+dT5/zlc+Wr5rXpKOzN7VDx1PRd9874qveT97L5gPyqAFQF7AiCDAcQ2hGhEq8TwRUkF2AYwBpmHfEfqB+zHnIfzB4LHSYakxb7FIQTKRFLEL8Ptw6SDcIK8QXTAKL87fno+KP4tPaY9Aj08PBO7EvpV+bM5b/nZ+fo5cfkKeVY6Afsi+2p7Ezr0ur06Pvm0+cs6qDuEvQt9hP2Y/VN9iH5Svv2/D//xgJtCVAOug8LE94W2xlIHO4bghpsGvcaZhvXHDof1yDCIo8jox6XF64TIhBND/sQMRB0Dv4LzAehBOsB6v0q+iv2QvIl7fjoVOcM56Xoi+p16qboWeXU4iLjL+WG6IfsiO+d8Zfwxe0H7fvr6evU7eLuy+/Y8B7ybfbI+0L/vQDWABkC1QIrA1AGugl1Dz0XExvaGvUYZxcMGDkYCxegFwca/B3vH6MdaRugGVMZgxlmFb0PVQq8BncHjgjNCBcIdQSg/yr4Ne5U6Bzm/+UY6GroQueV5hPm/ubB54DovOld6nzsV+2266Pt8/Du87f2+fQ38antTuph6vzsbfFr+OD99wALAPP87vxa/0sDgAi2DHwQEBPYFMAYIh0SIRkjsCJ2Ii0gfBzaHIcePSD+I2kkUiAWGmoSiQyHCT4IOwgcCOMHjQQA/0D7VPa88Znufeht4b3cltp63VPiYOYR6pnsNO4c7PXnTOfz5+3p5+4G8X3xnfF07//tbOzz6YfpxurU7cvwMPK49UT7DwIWCLEJqQjeB7QHTQpfDtYTCxwwIu0lOSZQI6EhgCAEIKwgEx8EHZkcVRshGyEbGxkJF9ITOA9BCjoEEwERAYoBGAHH/Cj38e8Y55ThCt/B3vLgTuNh56Xr3+y+7X3tZ+ze6y/pWOZP5U3kR+Y86k3t/u+78Dfwx+7O61brXO0+8XH4M//9AyIG6QaPCb8LpAxNDqEQFxVEGWYboB+hI2UlIydXJQghsxscF3QWVxagFtQYZRrrGr4YBRPLDQsJ6gRZA1YCUAAG/SX5BPbH8SvuvOzr6mjpsOY65LrmnOpf7iDzC/W08z7vgOnd5YTjMOOd5Tfp6uzB7vbu1e+x8PHwIvKi86n1v/cw+uP9hwE6BnYLvg2pDrYOhA23DnoRixUJHO0h5SWBJsMj1h97G/MXDxWQEgcSehEUEGcQIBEjEYQQsw3fCa0Dzvzz+B33EPer9wj3I/YH9C3vRuqt55fnuulq7Jvtb+327DDtpO3t7YLtKexy6wzq4ucU6Y7tSPNN+m7/kAAE/zf91PtN+2D8LQD5BIAI6QkICv4K7AwwDtwPohLdE8ITUxRRFr4Z2xznHhEejhkfE0cM8wdRBn0GRwmfDD0NHwuQCH0GIwPx/zb+vvp29hb0U/Ki8qLz/fGA8IvvcOzN6ETmUuXP5u/pxu068EzxWPEM8AbvWe3S6g3rve3O8b/2qPpX/hUBPAJoA6ADMgO6BGsFjga8CBwKggx0EIoTqRTnE7kS2BLPE/EV5BdZGm0cLRtSGDoU7g2mCR8ILQc7BpgErwPhA1UELwXwBFkD4gD++xH3oPQQ8rvx6fP09S72l/Og8LXtDuvx6lPr3Ot37X/tjO1T7iPtsuxH7t7uKu5H7ZLtLvAR9YD7xQAEBH4F8gSKBPYDiQH5AfEE9AdmCgkL9AsnDmEQtxNKFV4UchS4FA0VVxZWF0oZaRtMGTUUNg6mCPYEuAN1BQgGuAWrBpAFPQMSAYz9zftw+9/4SPb79Ev0RPSY9Q33tvU98i3vTetW6Fvnm+aT6YHutfBD8ivyW/Ar8Bjxh/Mq9iz4dPvz/ZoAPQNCBD0F4wU1BPYB/v6x/hcCXgZMDBwQcRFGE2USzBE2Ei4Qxg9LEVsR4BCbD2wO3Q1ZDIgJIgVTAeD/5v7b/5cBbACoAG8CNALWABf9Qfkf+Ab3g/bu9yb6w/yC/Gr6Y/fb8T7u7OwB7GHsnux/7dzvMfLv9Gb3wPn//En+ef0j/b38qf/pBPUHSgniB/gElgJWAGL/zf9SA2kJKQ5SEKYQ/g5SD8MPSw7VDDEJ0QS+AogC6AMRBRsGYAhHB0QCHv0S+cf4gvol/LX+MP/k/cv8+fvl+0v6wvjs+fD6AvsP+iT4E/ko+u74H/eB83rvoe267X/vJPIW9vH7OAATAuQBxf9MAKQCowPRBO8E6wRzBtMHDAnjCfwJ+wkECdYHrgbOBVIIrgwrDxUQ2g0BCxcJXga5BC0EywNSBRQFEgOJAPD8m/zH/oz+4PsF+NL0lvPu83v2qPpJ/q8AEf/C++H41fVy9o75WPq3+WP3u/RK9AP09/P49En1c/UL9QX1fvaR+eT/rwZoClcLPwnxBZ0EOgSlBJEFwQZBCTsLYAshCmQI+whlCjYKYgoyCSsI4wnhCw8MnQoiCCkGnAPU/+z7z/hk+bP80f8mAuoBW/8R/qb8HPoJ+In2tfc2+q37LPyL/Aj+/v7w/Vr8cfli9rr2avdm9zb3mPb+9ib3hfUH9A/zFPQj99L6K/8GAzYG7ggoCjYJpgYOAzkB5QBAAfECAAVYCMIL5QzFDF0LmwlYCgILRgorCRMHKQaZBj4GbgTaALH9avvZ+S76Q/s7/Q4BbAMeBHwDYP9A/L36mPhU96n2Ffeq+XL8Kf9sADIAFgDe/QH7VfmM9yH4bPrV+3/8vvst+9r7B/wk/Ij7zPvB/rkBNAQAB7sItgrXCokHQQNx/z7+nQAmBIUHQAnNCf8KTApeCP0GbQXGBG4DiQHUAN7/j/8xAb0B5wA8/sr6DPlI+K34tfps/WcA5AFbAAT+Hvqj9sP1OfbQ9+j4/fmX/Az+4v7y/+D/v/+D/tL8oPul+pX69PyhAEUE/AWyBNwC2QAiAMIAXgIOBXMIhAriClwJMAduBicGxAVLBA4DugNtBHkF7AaRBxIIvQi9B2gFoQEb/l38Lvtv+yn9O/4E/wv+0Psu+fP1DfXx9TT4P/rT+af4Uvgj+Ij4Efim9p71MvT387P1uve8+qn/GAPzAyICOf8i/Qn7RfsO/jAC0AaTCdkKZgvhCUIIzwcoCCoJrwh2B6sHSgjkCU4LBQvkCfoGJwPwAXEBngKlBvIK8A2+DaMKKQbRADz9ivtK+qb67vqo+xz9i/yM/Pz8EPyE+hf3IPNu8XrxIvTx9z36wfoq+Fz0QvF+7rbu+/FN9tz6Ov0e/p/+3v5RAOwAewDSAI4AvwFtBCcGDwofDmsPCw8DDBkIPgXwA4sFEAkpDKsOTA7ODLIKKQfPBZ8FAQXmBGAELAUNBxEIKgrOCtII6QV0AaL9Q/un+Wj7JP5y/7H/u/2X+lP3lPQz9P30GPUD9hf2afZT9gL18PS59JzzyPJX8Y7wP/Gv84D5R//tAhAE8AIoAjgBEQAGAXADXQZRCQoKugm8CJUHAAjxB/wHAwhFBsEFdgauB9kKOg0VDjUNdwnCBJgBqwAfA80FYggVCu0IVgeHBHcBuQB9AGwAEwHk/9X+gv6E/qr/rf8t/pT7w/aj8gDwHu+t8RP1Jvj0+av4bPWi8krxvPJZ9eD4L/wk/dH9mf43/xoBMAJ8AjADKwIRARIBuwKnBswJ1AoGCvYGlwNWAeT/kQFKBE4HOgodC6YKCQlpB84HigiWCDYI/wX+BMYEBgUCB1QIzAgBCGgEtgD7/f38bf+wAiQFnAXuAhT//fpt9gX07PJF80T0mvOa8wb0KfVp96j45/gE+EH1GfQn9Pf0B/kI/dcA9APwAsMAuP4E/Qz+PQATA/EFjQZ7Bk8GPAWNBSQFiwR3BMwCnwLIA3sFTAl7DLwNMw13CTYFoQF6/8EAvgPaBrQJsQkZCKwFwwJlAZIA5wDHAVYBOAGUAQAB/gBgAA//Ev2s+G30GvEO8Ezznvek+03+zPyH+bH1ffKm8pz0Y/i8/Cj/cgC9AIEAjAHiAS4BEgBO/sX99v16//oCnAYRCdIJsQeBBGwBAgAlAhAF0Af9CZkKXQqFCK4F6QOmAv8BzgHeAUMC1QItBNMG1wg8Ce0HmAOf/yH8PfpZ+4r9kv/f/y3+ZPt/97T0b/Tr89LzTfRy9I/1ovba96j5OfoQ+lT5nPfy9kb3S/kO/jkD4AbAB7IFJgOJAOr+Wv+mACADCAXnBfsGGQfyB6IJLQo0CTcHHwWTBOgFWghnCwMNDQ21CxIIgwR+AZMAWgIWBcEH9AghCcMISAf8BMACCwCl/bH7iflC+Eb3Kfid+kn77/lX967zvvDz7r3u/vCI8+P2cvmh+Qj4Y/V59Gb12vZ7+I76+vzu/lH/KQCSAagCEQOyArwAqP4R/XD+9AO4CPMMvg4gDm4LDggDBgQGlgfWCYoMAw5ODoMMjAtyC/IK7QmsCJQHbQcGBz4HBQm5CW0J5wehBFD/kfqa96L3V/iA+cn6EPu8+lv4t/XN8mXvc+1C7qXv1/Ex88n0Svbo9m/3RPcB9/j1S/Qi82700/a4+1IArQIPAr3+x/ul+on7yv12Ae0DywbNBx4IOAnOCeYKWgv1CegHyAYgB9cJMg2JEBQSMBHZDp8K4gfOB9sIZgv1DZMOmQ2SCogH0wUGBGUChQDx/QD8GvrD+U37qfxp/eP7UPjf87vv/u0E73TxpfS49rz2X/Uw88DxN/Ls8k/05vUZ9kr2dvYF+Ez6cvsG/Cz7SvlH+Bb5e/x3ASsFuAciCd0IqgdcBWUE9gTSBLYFDAdTCPYJ7gpXDDMOvw2CDM0K7wgvCLgHEAlnC50MAA33C64IoQVjAlAB6wFfAkkDgANaApgAnP4g/en8lPtq+6z6dvld+E73y/j7+kP82/sM+qX1vvGx7ivujfBi8w33dPlr+Vr4pvaP9Xf2QvcM+MD4cPlI+2j8Yf5ZAEABPwItAqEARwDx/00BwgQeCIgK2grLCZIIKQdPBuwGcwiHCykOSQ+1D2kO7gybDAcLQgnjBtQEWQRzBGoF+AZzB2AILwgeBdMBuP0m+qX4lffL94f4xfgs+Z/3UvU08wzxKPF18q/zofT984rzz/OE8x70nvSc9P70W/SC9CH2svjF/Z4CmgT9A50BYP88/xwArwIQBbMG4gi0CTQK9AqtCs0KAwsZCvQIKQjFCP8KegwqDuwOSA57DZkLiAlxBgkD5gJaBAkEvwOxAfP/Tf9r/sf93/wM/MP7ivqw+W74b/aB9kn20fTS8jjv0O1c70rx1POw9dz28veW98r2n/WP9Mz14/fp+Ib6+/vQ/ngCPQUJBxkG2gTdBKQEtgSqBeMFMwdmCJkIrgiIB6gHRAiJCGkJAAo3ChkLTgvYCnkJRgeuB7oHbgYDBVEChgGBAxwGbgebBsQEgQLo/o38V/sv+iv7ovvn+q35yfZ+9ez1iPVb9bbzQ/K78j/zIvS79Pr0YvYP9/X2FPe79fn1Xvhl+jX9EP4v/kj/L/+K//j/5/+nAUkDmAOaA/4CUARKBgMHyAcgB8AFkQbVBy0JwAplC9sNmA8rD+sNjwpcCBkIqQh2CTgJngg/CMgGVAXWA/IBmgGVAEL/lP2k++b7T/24/bv97Pv79031vvI18VXwM/Cf8fbyN/R99cL0svRu9c/0h/Ql9Nf04Pa++P35JvoL+Xn5Ofp0+x79xfy5/WX/yAADAwoFDQZmBzQHHwb+BJcDTgVMCNEL3Q60D94PfxD9D5oOxwxlC4cKKgkmCSoJLglECjMLhwrmCMcF6QPXAuIA5gAxASYB2QFfAX39GvmP9aPz6/It9N71sfQq9Fr0RvTy9HH17/TF9KrzYfJw8cbxqPVr+aH7W/w7+rb3x/Y19nX3yfkS/AD/HQGqAloDtAPZBPEFXgbuBq4FuQS6BU4GVAcMCbAKawsnC0YKjgj3BjoIegrzC1ANTQyLCuEIeAagBgIHngXjBbIFVgSQAxYEWwUeBjEGmwTQ//b7xPqX+cL51flP+AH3ufVK9CfzBvJC8jLz/PON9IfzC/NZ9Gb2Evg7+SL52fnX+cH53/p7/J7+ewCAAmMCyv9U/nP/xP91ARsE1QSrBasGuAcfCOcILwnyCPkHhgYkBC0DewN2A3cEaQRFA1kDnQSjBUkGEAZcBqIGKwfHB70FlgOdArgBYwFsAbAA4v/w/sT+xf7w/YH+Iv9H/gn9pfpH+IL3Wvfh9wH4r/cf+Jr4yPjz+Ff5Tfp9+7f88vzu+vH5lvpV+5r92f7q/soAUgIbAmQCDQNZA6MEPAetCBMHRwTPAikB1ADFAQ4BWQHTAl0C8wCuABsCUgSgBtYHtAY0BXoFaQXIBbcGEwb8BD0EogKoAJ3+R/1l/jAAlAF7AQgA9P5M/qP+H/+x/sz9a/0W/P/5Jvge+GH6xvxe/Z/81PqW+Nj46/oq/PH8Nv4A/sb8L/v++Y36xPww/wcAHf5O/P78dP/mAp4EYQTpA08EjAUiBTkDawNGBb8GMQd2BW4EigQ7BHEFDwfMBgEH0QbbBHED0gH9ACIDpASxAjj/Z/xn+zv8Kf7G/6H+y/1W/60ATwAd/zP/DgCyAJwBlgHS/53+Ff4l/0MADv4E/PH7Dvqq+GT5zPhw+Mv5oPpo+qL5Avmq+mn84fyd/Xr+bf85/xD+Yf0v/i0AkQKMAiEBRQERAqgEugdlCG0IgggJBzkGIgYcBboEdAVRBt4F7ANcASAAiQDQAe0ABv6/+637bPx5/en90v6pAUIE1gQKBPsDUQQ9BCgFbwWKAksA1QCpANP+8vzJ+737D/0g/gj+fftD+er4avp4+yH6MPl7+Tj5yPhj+ef5xfs+/eX82Pz2/JD9CP8BALkAJAISA6METgaiBzIJ9QjsB88Ixgi8BhwG8QQqAlMBfgHl/57/eQDGAE0B6f8O/rj+yf8nAMcAkQE7At0C8ALXAvEBwgHDAsQDwgNtAc//6QDjAZsBNAAL/jz9Ev0N/t7+i/zw+8r9Ov6M/YH8ffpg+kz7c/sp+8X5Avol+4/7jfyD/bX+8v9u/y3/2/8U/yT/uwEfAw0EFgXSBI8EVgVlBfoE9AQfA8kBXQISAMv9fv46ACUC5AHTAD8CXwJ8AWkD2QNdAy0E8QMfBJEEtANVA5gDlQJ0AcMBygEbAScB//9C/dT8Sf4H/mb9bPul+ZL5hPkI+nf6V/rT+7n8xfwo/Sb7FfuG/h7/kf7I/6n/9v4l/wAA6wAJAXYAigCLAU8BlgE/A8MC1QL0BDIFFgM/AO/9l/5k/q38i/5RAZ8DgwQwA7sEgAfaBxsKIAvNCBgISwcCBtYFQwUFBbsEQwNQAXX/jv6C/r3+7f7M/QX7UvhY9qL1VfRf9OP1kfNd8pP04/Tn9hf61/hG+Dv6y/pP/U0AXgDZAQMEwwRsBWYFIgSgBNMFVgV5BX8FDgQ2A8oAG//8AcgCfAG9AJH+Xf54/kL7Hvta/pUAQgLtASgBSAIDBKAHrgpNC8gLfAriCLAI+Qj3Cm8L9ggJB9wEdgJSAUYBYALnAfj/nf6p+6n41Pby8/jzpPO/8GDy3PJy8HLxsPKA83P33vn++YP7A/wm+1D8u/9pANn/KAHcAc0CCwJuAOoBPgNaBAcFQwLXABUCQQBc/hD+WP2t/R3+qv0y/cf+qAB7/9r/VgOdBb4GmAYeBuMIkQsLDUcQcxCqDyEPLQz7CgMMdQuSCnII/ASDA7QBJ/7L+7T7lfsG+sX2rPLz72vw7vFt8iLxOe/t73rwL/Aq8eDwQfQh+iD63Ph7+nr5lvkK/o0BYAIGAbEArgHLAeABvwOzAwADBARdA+v/5P/8Ae8BhAMOA/7/GwEOArEBcQXEBv8FKAibCJsJ+gw4DHkKaAyaDVgN2QzkC5kL4QvLC34KwAeVBbsFBQR1/0n9Lf0Y+7f5UPgS9BTzJ/Xs9EryWe9P8An0JPLj7jLvWO9A8uH3LfcA9Ez2yvg9+n78p/x3+4v9af8WAXQBdv8BAHQBUwG7A4IF7wK7AscElQXnBhcHbAa9B7IHBAceCCgHTgb+CUsN0wzADDkMYQrgCqEMBQy0Cn8KDAnHBhQF9wIUAcYB4wLBAE/8Nfms+WD5AfcZ9sD0+/NF9sL1MPIE8S7ysfOh8lPwavEv86TzmPQn8xXx/fOh98j4Efls97D4nfxD/n8APgIfAiQEwQXQA6wDhwRKBCgH0grACk4JKwjIByoMEhBqD0IPBQ7NC7wNcA07CQoK7wutCesIpAjeBCUCIwNyBEYFpAMl/1D8Ift4+ZL59Pja9wn6lvdj8m/y6PJU9M/4MvdT8/HyLfIS8+zzbfJ+8/v00vRB9HbxBfGh9rn7if0q/ML5m/qn+zT8lf6i/w7/LwEGAyYDpQUyCCAJ/wsBDwoPBw79DCMNNBF+E5gRHBDiD1kQpBDbDocN1A6jDnsLqgnYCTwISQY4BfoCqP8U+x75t/pD+ZD2bvVK8zT0h/U98mvxO/Hd7obwrfCl7szwW/J78yP10fEI8F3y6/Sg+AD30vKp9IX26Pef+kn5ivky/e38Bf25/bz9zQD5A7AFJAiMCIEH3wjDCnENZg8aDoIOMxI5FHATohGtEWYVlhenFQMVxhMeEV0Qfg7gDH0NgAwsCZAGawJU/jL8Wvpb+SP4svS+8XHxn++P7HPsb+5D78ft7+p66ZvpHOpf7SbvBO2z7Tzxt/Jw8qDy0/O09Tj5Qfyn+kH5HPpv+gz9nwAKAuoDAgMNAlwGmQgTCA4KSAsFDIcNUwzvClAL/Q5ZE3QUdRNyEnASTRO9ErYUwxeQFRYTJRGTDQoOiA9wC2EIDAdLAqr8uvpu+wn6+vZB9ZXz4e/t653q0umc6ebrTOsx5xPnDOnc6EbpwutX7njtWOxz7oLu0/Al9zz3s/ZM+pT7U/x4/b3+egODBtEFQwicCdUJ0A1RD3wMaw3DDw0OkQ20DoYPyxDPEbsSpxMQEmoQjxIiEmkRQxQmFJMRXxL9ElwROg8cChAGHAVrAuf+wPwj+Qz42Pec8qvvve/o6mTowef64rLif+Kb3i/houWF5X3lveTp5+7qdOni7ZzziPVQ+Zn6zfof/wIC+wVnCJkG1QkcDwAPCg9PEl8UzRQYFGMS1g/9Du8PfA8dEJcQTRDBEL8PKQ9sEQIRLxCHEbERjhI+EqAOMQzEC3wKbAe6BAYESAD6+4D6Wffy8yPzS/Fo7e7ng+R+5NXfBNyh3oDh9eEj4fvfNuIy5RnnJesH7lrv//Cz8VTzgvn6/7kCjwN5Bo0K+wy9DSQQQROGE1AWgxklFqsSWhVlFqEU7hE0Dx4QKxGUDwUQxhG2D1MPOxF4ETsQFg7oDGUOmA3lCIgHqQeLBhIFNQJV/0r95fpZ+vr3Re8U66nrheh/5PPfIdzs393ggd053yDgy+DD5b/nn+Zg6lTtsO2h7xT0TPhb+2z+IALoBUMJqA2kEfkSpBNWFioYpBfdFqQYcxqgF2kTUBQnFksUNRS7FGISjREBEz8RcQ9zD9UMFwzADNYLuwn4BvEFUAj1Bg4C0ALwAq0Az//w+L3wHPEP8Evr2Oj75Ijk3eUu4TDhIeNg4HzmT+r34OLe6+MA5izq3+yW7hH0TvQx93MASwO0BlwOFRHEEioUBxI2FEAY+RnmG4MaNhcAGF4X9xSnFokWOxVYF5gVBg15C0UO0QuSCN8GCwVuA+IBjQGSAz0D/gEgA8YC3wGZAnj+9/du9RH1r/Ql8BHruex+7xXtL+2c7WnpEOjE5wDm8Oai5JDhWeX66A7rte1O7gHzdfrS/MMA+wW2CMcOGhKaEJoTJRiYGY8Y3xSmE+IXmhkPGhsb/hXKEZIWWRfuDRwIbQiwB0AHjAUq/9f7uP22/44BuwBv/Ln6Gf0V/Yz77Poh+5n4SvQj88nzz/HT8E7yEvMU9Fvz8fJh8kDtQupz72TwNOpw5lXqsvDQ7x3woffE+0X+SgMZA1IFXgy0DgcPbxCTEYUXDBgDEnIT1hXvFaUZKRqVEKwLfQ/HE1gVOBB9B98EVQVkBM8D5wD7/vX+8fpJ+or7GPfB+Hf6TPHf7bjvKO0c7aLsxOzv8PnuaO8V9czwTfDE9y/1PvEB8HftUfAT88HxO/g6+NL2mP4GA1sDzgk5DawG9wt3ErwWvRX3EO4RrxbLFi0W1hboFMoSBROgE9APgg4GDRkRgw6QCqAF9QGIAEEB/wO0Aw4ErP4++gX6BPuY9yL6bfWz6nXj2eH949PjaOOQ5DfmyOKD6EPtQe3t6wTuYe1z66ruo/DC8fPxNPhZ++cAAQIBB7ANOhSeGBkYKRWAF/ofoh9RIgodSxjVGVYdGBvBF28V/hbQE4cOnA15CvEKHQonB58DPwQD/6v/dgHu/7YAVgG0/y7+zPsn+FT3LPQR79DlQOJO4XLi/+Nu4pHfrtwb3vvgYeRH5R3lgeMb4bni/+cn7Lvyrfin+Lb83gIkCa8R0Rg1GqEf9h5wGqsg8iWZJ/UowyU7IBAi5yLyI7QhBRuRF+QTmw8fDeUKgwpRCN4CqQMAAB37mP/MA28B7P4E/PD6cPpV9Knw7O7v6YLkRt+O25naY97H4R/iY9+y3ujd2d5T33bcU9yN2draAd9G5zntXfAq8uv3DAHPBjEOzhaUGi4ZSxxUIAQluymDLeIuUC4eKEolGSliK+ssaijAICccoxYCEpAUHRFOCTcF0ACB/ywC1wNyBtkFjP+Q+3X3C/Qr8oXukenx4a/b+9jw2DTaxdwG3RfceNs829PbZ9w4213Y1dbN1FXURNQ/2iLjJejO6IfvHPl7/9UKbREmFFIachxNHR4jZShlLyYyEzCcMYUx9y+UNiE6MjU7LRkjQCDCICsfyRrpEoQLJQnWBq0EqgYNCawIcAQ5/5X5vPMm8I/uNu3W5SPZCtE00fPSN9n23qDdK91B2w/a3ttZ28vWvNGLzmrPzdGa0xTZBd574Avn/u/B9AD8SgThBq4NCxaWGCUeJiS6JwwuMTBEMvY28jOlM2Q7GzrnNtMz8SusKI0phSd6Iy4anhGvETgRgBEnEY0PCQq/AsL95/jU8XjsrOra4+bcMdd307jVDd3A4CPgsN5e3DLcwtur2vnXHtQU0EnN+MlZynTSFNj92hrggeXc6dTyl/uLASMHtwuAEBsVWhlNH8okqyfDK9MtUC39Lls1lTY4NCU0MTMtL84t5iu3JgUlTiCxGyUYRhbZGPgYSBI0DZoIYv/D96Xz7O115m/fqNv02EPUe9mn4eXhfeJw4q/b19o73frWxtIV0QLMmMobzJjNAdDr0TTZUeG34iLsL/ln/Y0DHgvyDtIVPxrZHdojRCQ9JjwpUCaxJlUsTC2uL9wtSCosK0EqCinGJ9clAyRrIfUbfhk/GsAZURR8EN0ORgnD/yz6EvTk6lnmgOT+4vbcw9tZ4FHijuIc5ALg3NvN3c3a6tJU0PPNVsgWyW3L7MwCz2/U8Nr43ujj6vDN+zz+7wiYEagU8hkPHKAcFCHbIkkkkSiqJ9kncikrKe4pWyoEKM0pWinBJOQkzCNWIDgdoRqWGicdDBesD1oQogtrAXYAu/6B9A7uO+nF5azi0t8V4svlSeXW5T7kVt2i21vdbddC0V3OksoSybPKxMsKzPHRgNot4t/lX+tl+CkAWARGDvgT7hPrGBweJh7iHrIe2x8RImkgNiIfJPMkMyiYKX0nhCcAKHYm5yN5IXYeJRtqGaEYsBP+DbgPcQ54BswB4QGv/GX1TPKI73Hrr+j45vXlz+PB4HPf794c3SbZ+dZx1BPPNcvHyjPM7c/Nz/PPx9ad3ovmg+279Av+RgW4CXMSaxbvFKUZ9x2UHTwdPh9IIOYdphtdHlAfnh9vJAwolygpKHQngyRHITMeIx2aGoMWjw+sCu4MHAylBmYEvAN7//H8wPge87Pv5eyR51LmNuaX4tfeXtv62YrZwdfn1R/WLtHnznPSodPy1CjZ6dsB4O7mDu0B9kv+yQPWCEEQUBZsGTwbkxx+HEkbdB1XISohcB04HiAgXCBbISIjBCa7KN4plSjtJf8gAx4/HNwXWBCHCeoHEAecAhEA7wDJ/gD9WPwv+NfznvDU6jbmW+KT28PWZNUX03rQhdGU0rfS5dNB1XfWJNi82rveKuR25pvnYenu74L70wO1BpUJbg7kEpkYYBzCHW4eAiGQI9Yhxx5uH3ohuiGxIA0gMiNmJ+cqHisbKegmPCViIRUc2BVJDhgLugbqAPQAdwNnAbD/qv2I9x311fLc6ujlW+Se3EbTK85ry3bIiMaxyD/KQMkOzuHX6tqn3OfglOXr6qztd+4Q8Rv0YPiv/+kE5AhpDVUSPBcpHGgeUh8gIrwjoyJRIWsi1iJcI08jlCK+JEsoYSp6KyopxiUxJgkldR7SGIcVXQ70B3gFAgSaAJn+g/6P/WX7Dvc+8Tfs+OiQ4trZW89Lx8rDfsFDwBvBQsM8xQLNstV827fgP+ZA65rtIO588sj2FPY+97n6M/4PBCoLcA6jErgZ1iDnIzMj2iPOJM0lXCW0IkofDSECJRompyUwKN0qsyn6KIIo6iRqIpcg0hfrD2wOeQ0sCWUFsgA4/Dr8kfui9gLyx+9M6ebgutor1CjLacUYxCfAhLz+vp/DiMhZ0QHatuDD5dbnIOqH71XzrfS09br1N/fR+h4A5AjkDjMSrRdUG2UftSbqJz0mZyhkKJsl3SKpILohJyQ1JT4nLiZ4JYIp/SgtKPUpKiQ/G5cXjxNRDkEMlAr9BrcBVPxL+cr2efI+7uXmfOCU3ozaMtM+zLHHccQuxF3EisRGxqPKeND/1hzdTeKF6Izuze7Q7hHysPL89S78DAHRBPQJMA+XFDEYzxzZIhYkPSV5JskkwyYYKWon2CiIKRsoSSduJcokbCW1JIQlQyckIz8gYyA+HNIWnRPRDbgIAgTl/Yb7OfrK9HHurOrt43rfv9zc1iXSQM0+ySzK+cohyRXKt8wrzt7QBdSb1vvcO+K+5cXsG/HO8c32Avw//aIB7wYOChcOABF8FLsY8BoCIEwkICNXJfcoiimGK1crvia3J44qICiLJrwkeCAnHgkg0yGlIpAghxzbGYUVTg4LCu4HpASQAIv7Wfcc8knrZOWa33fastYv0qnNzMxKzurOIdC3z9LOac9D0pbVlddX2/PeEeIL52PvjPa8+CD5qfuL/msCXga1B8UKOA/lESUWDxylHc4geCW0JXAnsSk1KZ4oeSajI0YkFCRjHx8ekx7uHAgdGxzQGCcY5ReJFJET6hFsC14HYAUpAHb6JffQ8NvnAOF528zXVtaP1cLUhtRQ00rUc9Wg1sLaO94/3/bgVuGq36DjPemu7FnuVe9h8GTzzfdk/Fn+lQDWBA8I/AsMEJsUPBqiH2YhYiKfJGMndyZsJGsieyBTH7cfgx/NHb8dWh0iHBUZZRZKFGgT8BKrEXMQjA8TDQMHbQFF/ZH3OvB/61nmieKE4f/ecdw03J7cO93538/heOVK563ns+n56pLrV+1E7XPqwulZ6N7nUOjH6Kfq//BH9hP5mftF/wMGhAz7EE0ToxW7GAYcehxJHQMf2R3nG08c/RwlHQ8d8x2cH94dOhvnGFkXnhZ4E58PTg89DqQLlwqOB1QCC/69+ZL0tPEZ7xXtIetw6EblnuNh5c7maugd63Dud/IA9Zn1FPYS9cvyavDi7EPonuQO5NPkluRR5tDqTu5a8dL1M/tuAZEFkAcBC5sOYBLSFb8WxRQJFKMU3hQPFnUXPRghGT0a0hrYGsoYgRaxFOIRzBBwD98M4Qs7CiUHXAY4BQECAP+k+1j5cPj89tD0l/GU7+nvcO+z7xPy4POm9Ir2L/ni+dL54/gE9T3xFO+362vqT+ph5i/kM+aq6HftPvEe8933dvsY/3QEtwYRCYQNJgyECjENiA3pDaIRERNRE8cUfRIuEZ8RvRBbEEYP2gy3DAQLdwiQCfcIPgeyBjIFrwStBZ0DyQIqA3YB7P7f+6X59fYv9Mn0QPeF+Ez5J/ki+RD6uvtc/Zz87fp1+Br0O/Fh7zLsA+xJ7ZHt6e878i/zr/Vz+Dj6yfy8/hUBgwOzBLkECwYjBmYGaArDDNEMiQzzCewH/gk/CYYHYwiaBs0EWQZ5BvAExQO1AoYD8QJhAjEEWgWgBicI/wXzAwEE9AEh/6L8g/iR9eP2Hfn0+Wn5pvmq+of6A/sg/OX8rv3d/Av7CvvY+VX46/g2+Gn3QvgX9zr4hfvW+7n9wv8cAIoBtgC+/kr/pgAzA3sF0AM3AncD8QRuBdkDRwG+//n+SwC9AKH/SwFUAvUAWgH3AD0AKAIeBBQGmQYpBdQGawn0Bx8HlgOD/Pn5V/lE9mT01vXn9mz3EPok/Tr97P53AzkFiQTeBHsEtgSpBSEF3gQEAwkATv+o/zD/dv4i/pv/DQJFAq8B8wC0/4D/4v73/DL82/tL+337ofyk/Rn+E/9r/xj+0Py2/Fr8Kf0R/jb9jP0kAA4CYQMqBI0DdAQ7BUsFiwWuA9L/YP5d/DP3g/O38e/xOfN89K72ZvoV/6QEfwdGCc0LmgyADQgPMg7YC+IKHglSB4kFawOmA4QE+gMoAxIDXwP1A1oEWAPk/1X8kfpY+Xn4Gvg1+An4KfkK+z39bv/9/07/Lv5Y/Rr+xv81APkAmAEYAW0Agf/F/5sA7v8J/z3+b/uF+fD4HvZT80jxIe7Z7GjtTu8f8qH1fvuRAPkDkgd6Cl8NFhDgDyYNnwuwC+MKdQilB6UHowWMBEQFRgRxA0YEOwTtA/gCMAHP/hb+T/1X+yf5nvcb+KT5Lfyo/ooA7v/KAF0DjQTlBOoFxARRA34DxwL4AQMC5AEAAFb+aPtw+G33yPX18/3yO/GW8HDwNvD68T3zW/ME9nf5qPu0/tMAVAO9Bo4G1wZnCe4Kpgt3Ci4IhwZtBX4FUwUiBDIE+AOrAvsCugK3//H9fv3f/Gr7V/oT+mf6KfxC/m3+of6T/5sAtwIiBbkGkAdfCZsJZQjECOcIkwayBNACQP9C/QT8bfpO+Xf3ZfWq9Cv1D/cF+Cv3evc7+EH5Uftc/Nn91v9oAaEBfADtAA8DpAW6CA8JxAatBucGhAe/CDcHngWqBH4Btv/q/wP/V/+k/zL+df1N/XP7dfre++n7PfvC+8z7MfwY/pr/9QD+ApYDIwPTAqACCwLM/w7/GP4V+0T6s/pU+Rv4m/be9Gr1pfZ2+BL6ofoW+xP8p/1i/wkAXQACAHT/XQDXAPMBDQThBBoGvAdQB8MIewocC40M0wvTCSkJ6gfOBnkHqwZVBo8F4QPkA+QEKQWJBG8EmgNiAv4BWANDBIQEDgQVAsUAKAAUAAj/Nv0P/C/6x/hz98X0M/Nc8g7yyPKq8t3xGPMY837yEPPR8h/0UfY39+33m/h7+JL4ffij+qL8QP3k/l//Wv91/9T/hgFgBD8GkQYJBp4HoAklCogKUwtOCzkKcgqJCm0K5gshDgIPFxALERgQSxGKE5oS2RHRDzIOSQ55DQwNMwpwBl4D3P8N/o38U/rs+Br3K/X+9Hf1UfYq9x/2q/V79E7yUfIE8jjyS/NT8zHz/fIM8s7yvvGM8YDzY/L38nDzefMR9qj2GvZN9i/0JfXn93n4v/pj/M38fQB3BIsFdwfhCLgK1wsADcoO3RD3E+UVHRepFuMWXBU8FpQXihXxEnoR7RC8Dq0M3wt0CXUHGQZxA8cCdgK+AqkB1wEfAjgACwEaAsoAkv6S+zj4C/dV9pT3hfg19/T2RfYo807xHvBi8N7wHfBm7mLsM+p36lHs4er46wzsaevo7MHvYPPQ9f/4dvuT/eP+HADiAT8F7geDCeULlwxqDfgPQQ+GD1gPqA3vDn0ObA7MDGkKjwlBCckHaAgMCvkKNgxyDSoMKwqmCu4KygrcB2gHfgWaBAwGyARgAlIBywD8AAUBuP/m/qf84ftq+QL4gvVK8oLyjPFB743tA+0S7hPw4PFi8ufyS/Ob84Tz0vPH95j4evu1/Zv+Uv+aAIED3AW8BwsG4QY6BeoFBQYDB68FsgOJA2UCZwNjAsEEDgXAB+kInggvB8AHMQnrBpEG1wOoA70DXwQLBiEFmgRMBIIDZgN3Au4BCgLWAXwAPAGJAJj9gv/V/Xz6lPmX91T3JPmu+Ov5nvjS92D70vm2+Zn7aPqI/Bv+R/60/p7/GQMeBFAFZgS0BKkDPQRoBqoEcwR2Ao8F6QbDAkIGkQTXA+gGzQQJBeYDJAUBBbYFkwKJAZ//jvyF/SX81fs++0/9Ovop/uH8Avx5/mz7Vvwz+gf6c/ly+Zr5wvjd+MT5Gvo8/PP6UPyD+cj5jP13+qz9D/t8/M/9mv9P/s3/5QBR/yEDRgGwA8cEWQhaCCkLtAnpB4cKPQjHC9MLHQzEDRQOzw8vEBAR7xDfDGAPpQpGCfwJ/gX2BogDxQIPAN3/EP64/c7+VPs/+2T7A/oA+W754/Vg9Cf0w/A+8Xrvbu2l8SjwYvGf85zwuvKb9ArzVfKT9Lrw6vSL8/XwxPY39Br3d/hW+aH4V/zR/PL+2QKzAQEHkwjkCcAM/gz+DA4PcRBbE90Ushc/GMQXoRnVFkEUXhePEx8UnhJQDPEPOww7DdQKPQuEC9oHTgiDBBwFswK7/pQAtPpW+aH6p/Fi9q3wBPK48ijtC/Jw7A3x/eqm7fTqA+eF64PmBeZy543lguVq6OLkRu0y6BDvgfCR7+X2l/TP+2r6wv69AioCBwY2CV0Kdg5aDxoTrBbQF3wYuRkvGlIYkhuEGA8WVRjRFUkVMhjEEwAXshZdEb4VPBIbEecRNg6oClIJHAYIBD0EigAa/1r+vfnR+O35vPX69Dryr++n7Ajs8OdK5c7lh+Bm4znh7N6z4m7gU+N95MTj2edu5/fq0utV7ZrvVvJk9B34Xvo9/CoCcQPYB+8K9w1gD7wTYxKuFfoWtRMPGW4W5hj4GKQZMRnPGO4ZWxhAGyoYmhrJGMcW3RdIFXkUaRLBDwwNlgwxBzsHRAURA5wAY/wR/H33bPb18tjuxuxx6/jp6+i45xHmyuZt5W/mx+Mo5t7kgeFW5w/iwOZ75hzkL+tX6F/tWfG58Mn1gvYT/Pj9C/8TBbAFkQrmCQAPvA3tDzsVFxDsFuMVcxduGg4VDBr0GyoZdh0cGkQZShsjGLUZ1hbUE3oTIhCmDJ4MtAm9BfAFCAKi/uf+2/qb+M34SvMc9AHztO+q8yHxrPCI7njsie2a6Rzrdun75h7nPOaG42flTeW65X/px+bw7efq/O9W8qv0o/lV+b7/jvzAAroA5giLCIIHhQxwDBQQgxENFA0UXxrPFf8ZJxi8GBcbWxvlGIMVfxeGEMMU2A8WDjYMUQnSB5EFhAT7ABAEyvyh/nX90vmt/GX3+fpV+H74nvr/9dr2VvS78cDxgPDY7FTs3Oig6FXoiegB6s7ntes06mzuHO0y8NvyrPEh9wP0efsd+sv8hACy/qkDzwVgCF0HigwxDVERDBTfD3oVfhSXE8wWPhLgFK4W2hDlEqwQiA/wEA0Msgv6B9kHhAh3BGYFXQHgACQBHv9Y/ij/tP2s+hL/3/qb/F78pfgJ+IX0OvTB8Dn0MewY7o3u0emD73Ltv+4c7RXwK+5n8EvwYPIL8/70HvY59tH7hPc3AR76CgEkBGABAguVBf4LKQzPDLAQAhGqDUIQ0hCiDxUQGA4IEIQOtg9TDaYN6gwrC7cLaAebCYUHxwZrCX8BNQSrAswBiASl////EgHm/6H9GwHq+yv8UPtr93v10vJn9cPy2PP47dXy/vCU79HySu7s82Dw1fFv8Pjyx/L29BH5SvTv+qT6Gfux/iL+DQDjBcgDgwZpCHQFKAtzCKMM7AokCUkN5Qh9DlwLBQvoDHILOgzjCVcM1Ak5CsYKSgjwCEsKPwhtCOAFvwOmBlMDhQShBBIDOQJYADcCy/6O/mD/6fwc++D46fgE+UH5OPUC9qzzgfP08+bxFPOW7/T0S/EH80H1jfJF9zP2Zvi+9w/74vka/JD+5Px+AMgAyAIjAJcC6QEdBdsG8QT2BkIFEAebBTQICQSFBZkHwgUMBWYDuwitBvEIrwddB2IGiwYECHEGRQjUBUEJMAbuBKcEMQYbBssDsgRq/3ECcAFQAfX+Uv3T/cz7AvuQ94/5Dvi0+Mr1XvW993/2vPvC90f11/kf+br5IPwi+4D5KPyF+3/+4v30+zQAff7G//X+KwDXARUCUwDjAE8AJgDEAWf/+QC4/cIA1QA8AcgAXgGyAnkBZgTjAlcHkgLCBEUGhwIoBhcEyQZ+AzQDTgOiA+cEkwIjBOcBxQJ9AZb/tP4h/j3+Jf76/Pj71/wk/fL+Ivww/vT+pftd/RX9bP5D/tz88P0o/pb8bf7+/3H+//82/YD/Q//U/rkBPvvL/5D+AvyL/pn7Lf6m/Fz+8/6i/mj/9P4+AL8AuAEDAnEDPwAqBF8D7wK5A5EABAPlAH0DCwK4AmkAqwBrAlABKASfAJQCjgBs/5b/EQF8/xX/KAD8+zwAmv0+/1n/7Ptt/WT+Gf5p/pb+y/tz/w/80P50/y39bf8//aP+8Pzc/eL90/3x/Bb9Av8dAFr/p/74AIYBVQMEA+oByAQfBewEMQfZA2gFIAcACNwG6wWhBfoDBgclAhgHNgQTAX8FCAGpA7ADsgEdBHUDV/+EAt3+fwFL/zf7bf2c+IP83fnn+RL2H/fR9+b3Evno9Jj4YfZN9kj2BveS9X35TfiR9y79gfwF/Rr8gv3s/NIAaAE+Av8CjQFkAtcEGQfwBh0N5An5CM0KwgeVCzMK5AowDL0HCAmzBgoGyAauBIcG/ASfBXQGEQSXA88FEAUJBE8FpAO7AnACuv/U/Qj9ufmi/Mr8Afqr/PL6SPly+2z7F/mq+Xv5PPo6+2T6qfqZ+Wn6gft8+1b9eP6l/cn8ofr3/H/+Sv6KAMf95f2E+yv97/3F/ED/0Pum/ZL7lv0LALb+dP/f/Ur8efw3/5j97v+hAPoAZgKNAloDsgRpBc8FNAd+Bs4H+gZpB2YH/AfFBqMG6gb3A6YEFgK3AwUEjQMGBuQE7wTfBLUF4gPrAtACFgGYAIL/+ACu/64A+f62/LMAiv51/j3+fv49/bX6X/tq+Zr8/fzI+3n+GfyG+3b94Pmz+bv7nflD+Sj4pfd++Cv7w/qZ+FT70fjH+q38dfzK/E76evzN+9n7gPwB/FD9X/3Z+sz9ovqG+qn/Kv9vBEUFTgecB/8H4gaXB2AJxgfqCVoHnAYRBtIF3gXLBXUHqwltCX4J9Qf1BC4H9QcLCB0JdwjlBwQJGAVPB+IIbwfVCZoG8gXbBNQDwgLX/z3+8fyH+mv7S/mr9vb30/UR9gb1NPXq9Mv0ifWK9BL0APNc8jryfvKm8xb2l/a+94P41Pgc+cr6V/sJ/Nn7GfpT+lH43fc39tj3Hfn1+xf+VPyY/rP/IQJRBMwESwUKCbMJ9ApzDIELPQzFCgQM4QuQDUAPQg7WDHMKqghsCCwIOAfxCFgJtQpKCVQKZQnwBvkIIAf5B8wGbgUlBAADKwMkA8IDJgJ7AjQBsgBeAEz/Z/1m+3z7Q/kJ+AD3NPeu9NfzIPMw8VjxqvBb8i7xCfOI8YvwEfHF7svvLO8x8QPzZfOw9KP2RPjn+df66/yw/D79AABS/Wf/WP6//iABzf+bApkDDwbxBbYHzwe6CfoL4wqkDjsNbw9zDwQOKg6VDCoNaw9oD+8N8Q6qDNsL0wpeCr0JVwq5CPQGSgXaAL4BUP8g/1z+Af0n/Qj7xfwx+sn6V/2g+h/8r/1o/cv9uP3q+1r7lvqc+QP7TPnJ+KH4Fvh09zL26/Rh9c71SPZP+OD2k/nO98D5Wfud+af8T/wC/4L+Yv6y/bb9R/4c/wQA6/6Z/0H/NP6u/Wb9f/1X/qj9ff6+/Xr/RAF1AD8BVv/w/ecAvwDCAukFeQN6Bt0Hxwg0DG8Mdg3rDakLVwy2C5oKeQtbCs0JEgg5CFoG3AT3AsMBngGc/8YAWv/H/hv/Uf7S/Xr+x/5k/8n+0P7Q/+T9MQAb/wX+oP3t+yT8Fflb+L73dfUb9Sv0QPSe9Yb20fcX+dv5T/nT+eH4afkw+gL5N/qq+L34bPnI+vv75/yB/yn/lwEzASQB0gGwALsBRgGSAjEBQAK7Adz/WwBz/l/+RP8d/zQATwIeAgcEMwKEAgQDSwSWBZkEbgZBBMwFwgWWBk4GnQYJCAcFWwbMBGsD8wMJA2ED/wS1BU0HvAbfBI8F9gKcAuABAAH7/wv+3v4p/JP8ovuz+4D9Xvv6/Ib7mPyT/Q3+Pf4A/B39ovvF+1z7kfo9+Rr6W/ll+h78s/vC/kn9R/7S/BL+MP8H/4EAKgDy/y3/MAFX/woBmv/V/n4AHP4Y/wX/6/41/iP/jf5Z/4UA0f8DA28CdgL4A+sDjASoA5sCgQPIAer/ZAB2/LT8WPtw+nP8DPs3/EP7Sv3V/u3/PgLTA40EZQSjBA4DrgGo/3UAp/9AAaoDuAXcCHUJGQsxC1UMRgrvCHwIrQTJA0YAmf1j/Rf7Sfuz+yP7fPuR/Nb83f22/az+YQDm/48A0f93AO7/IwA4/2H/m/9AAB8B1v/9/zL9G//2/O/7Wvve+I357PnM+rD6Df3i/Gr+G/9zAH0A7f+M/+j8cv0z/en9/v0vAPYA1wFhBPgEsgWsBCAF9QTHA/MCUwLHAFP+A/09/C38+vxs/qX+wP4X/nf9qP4AAB0BTwJtA4kD5QRQBdEGNAjyBkoJfwiaBowGgAOMAggB/f9pAIr/EgENAYIBugF3APX/4/1G/q39Wvv1+zT7ePqW+kD5hPp1+u36/ftM/An9IPy3/AH9efyz/LX8ivyR/Fn6ffoY+sH5bPrt+Rv78/mv+iv7S/wK/ar95/8EAVgBcgJfBQ0EuQNWAmkA3P8M/xT+vfxV/Nz69fxH/Qf+ZP9JABQCxgLhAyEE6AX/BDMEYgPnAhsDQQL9AgACdgLZAmkDxwTFBDEEUQRvA8IBuAIoAhYE9gSdBBUGkwXxBQQGBgayBE0E0gMTA9ECLQHHAHYAmQHSAXIC1ANcBCEFxAQDBIkCTAIwACf+YPtq+ar5BPih9yT2ifUe9fP1pfZE9i32ZvXs9PPyHvPg8kzylvLr8THyTfOg9f/3sPoM/c//5gNgBqsH4wcpB48GaAVoBHkESwRrBBQFTgb5B1QJ/QqbC7AMogwLDOYLcwmHCLEH5gZFBxcHbAgOC4sNVBC6ErUTPRR3FGETTxDiDDcIlQRLAfL9Kfwj+ib6Y/oq+6D76/vA/KP7qPox+Zr2tPSN8vLvP+7G7RDvF/Iq9eL3Ivqh+z37lPpO+Ur2EvRA8VLuSexQ7Nbrq+xJ737yC/d3+i79ov5GAMoAkAFnAQoB/gGDAmcDnwMNBp8IyQp0DXQOtQ/NEf0SCxShFIwSnhKfEYkQdRFeEPEQFhG+EQQRLBByDxoOQQ0yCp8InAUfBPoC5wBv/w/+SP0V/LL7Kfpb+pn4SfjB9wL2LfbE9O30cvQU9cv1VPZh9qr2FPah9Tz19PIh8lLwPfBe70rv1+/k7wfw+e8s8SbxCfOm9Nr15fZA9zv4YfkN+6b8QP4tAKgBiAJOBNEEiwUEBsIF+AbQBp4HdQiECAoIGgffB38IOQouC8ULoAx9DPsMgAynDAwMbgvvCy0L1wojCkUJLwj/B3YHYAesB8EGOAY4BdkEPQRQBIkDpgNuA/gCZgNvAqcBfP8U/pH7NPqv+Pj2afY49TL1j/UA+ED51vr6/In+ggDcAZ8BvAE7An0BPQKRAUIBPABsAHkAt/8IAS0ArAD6/oX9Ivy6+SP3afT680fybfK48tXxzPGR81H1SfgU/JD95v8mAu4CLwP1AmICrAH6ANQAtABFAfABgAKPAzUESgQoBbwFRAWYBewEWAQ5BPIDCATSBXkH+gj5C3AMxA10D28QcxHBEacRdBCwD54OUQ3nCyQKZQgeB48FmQQFA7kAoP7C/I76V/hF94b0p/Ma8znyYPJu8mDzXfSA9aX2C/gp+KD4Q/iz9hv2f/Vq9cv1YvcV+bP6jPz+/Uv/9P9V/zP+4/tV+c32A/RS8j7xv/ED8nnzk/Wi+B38Wf+nAs0EdgcuCTcK+QnuCWEJ2gmiCvULdA7hD34RhxG0EfAQUA+rDeQK2gh2BqcDRAIMAZAAMQHuAocEkQZ1CIQIKAnMCNoIZggeB3oFnQM5AucAs/+i/lH+/PwO/AH69/dg9qXzvPGq78nseOub62br0OzB7Z/uou+W8O/wVvB+8Lzu9u037pnu6+8B8tz0aPgL/Fr+KgFeA3IEPQX+BYoFMwWhBR8F9QXzBrYIGAt2DjURnRKAFdQV6hXnFTAVORQoEwcS4RCIEDkP8Q4DDtAMnwsMCn4Itwa0BIUCmAAI/+L+J/5r/h3/D/+D/4j/mP5U/VP8cfkW97z1APRA8zTzvfLT8nTz4/OS9a72zvdv+OH4MPjg95P4h/ds9132PfX69HH09vRk9gT4/Plt/KT+dQCHAYkCewM0A8sCaAKZAhsDKwSFBnYH1wiACacJFwpJCXoI2gdvB64FwgXFBbAF0waKBjsGawZ5BvEFjAZtBZcEVARlA8kCNgGP/5H9+vvS+kr6WPkk+Rv5ifnn+qb7pPyk/Uz+W/6V/g3+Kf0s/C/7nPrO+mX7TPy5/W7+YP9IAHwAogAWARoB8gD+AEQBawHZAeQCEQNtAzUEpANoAmsBo/87/uf89/uJ+//6mPuf/C7+4v71/3cA4ACiAeIAEgB7/VD7XPlH90T2pfUC9Z310vYK+B36EPub/K39F/5a/vP+U/8T/wEAsADbAYgD+wTgBrIIPAmkCUAKDArMCWIJIAhaBw8HhAanB4gI/ghuCrULywupC08LdgkGCDQG0gTuA+gCEAJ/AcMBxwE6AoYC/AHOAF//5vw++iv3mvO/8C/u0ez56yrsku2+72Hx//Kk9In1dPaV9mH2HfYP9oX1lvXu9S32rPa492z5rfpk/Lj80/0N/hj9Yv1Z/ab9J/6e/jf+J/7c/gAAwQAXArsDWwW6B4AJmwsADjQQFRFzEkETtxP9FL0UtBOtEnURpBDlD2gOgA0QDEQKiAiyBiYFjwOVAocBHQDm/r39m/xz/C783PsX/Pr74Pu6/AD+kv5H/gT+hf2z+8f5qfdq9UDz+PB273buM+137H7sBex47CLtKO1T7QPuLu958KXyw/Rp94P6hv2qAGwEpgeHCncNjg5pD2UPsw6vDVEM+gptCbMIkAdfBjEFxgSGBH4E/wQaBWkFUAVTBVMFggWxBSsGjAY2BxkITggwCFQHtQZIBb8DYAJUAGv+fPzz+tL5I/kX+TL5s/kz+uL6s/ur+/36APol+cn3lPaH9Wr0x/Ns8+HylfP09Nj1y/e3+Xb7If2I/q3/JQC8/zr/Sf79/Eb8X/sG/ND7t/tT/f79vf+sAXACvwOOBC8EVQRtBE0E8wOGA0oDSwMVBGEEagTrBKMFXQbeBiAHVgdaB9MG8QVjBVEERwMBA9oBhgGMAc8AbADJ/xX/NP5R/dr84fvb+rb6NPow+jf7U/xd/h8ACgHIAVQCDQIwAXwAuv7e/EX7KPr/+Q76lPr9+739tv7K/ykBGgJrAo4CAAKZASUBCAElAoYC7gIuA1QEcQXYBWcG4AYaB0AGtAWWBE4DbAEnAAgA1f+m/7X+jv5Q/kz9o/yE/FT8Vvzx+7L7DPxM/OT86f3a/mP/HACvAGkBmAFWATsCkwJQApoCuwJFA7YDpwTNBWsGfAcLCJkIbAheBzYGGQV7A5cBUQA5/+H+x/7D/vb+FP97/nD9aPx3+4H6evlA+TL5G/pu+x/9yf4UAIABDgI5Ao0BYQEFAQIA8/7z/S79xPu0+677Ofuq+3b7VPvm+9X7DPyt/PP89vx2/Kf8Tf1S/n7/SABhAfgBQAL4AlcDHgPkAhcDSgNtA5cD6QOpBNcEdATpA1YD+QFzADz/6v0N/Qv8b/tI+1/71voN+637nPvn+3j80vwB/UH91fwD/RT8jPu9+5X71ftn+y382/w7/b/9SP6T/gP/Bf+O/5IA7P8pABkA1P+8/zL/3f59/kP+tP5g/0IAiAHAAmsEhQUWBxgIlAgSCSMJRgkVCQEJaggjCBYI0wedBwgHagYLBl4F5QS2BH0ETAT0A6UDEwNwAh8CxgF7ASgB1gAJAdMAzP+b/i/9M/vf+YL4Qvej9kj2h/az9gb3kfeo+Fr5lfls+fz4Ivhc9wP3ZfdT+Dn5dvrX+zP+a//QAGMCXgPbA54DpwP8AnYCsAG3AR0CsAKIA4gE3gW/BrwH2QjnCX8KAAvSCnoKCQpZCZwIDgjrBpsFxASmA84COQHD//P+Bf46/UL9ff06/jr/n//d/y4AbADaAIkBNQEZAdcAwADZAEkA1v+M/xL/mP7e/aL9fP1c/EP8pfsK+7P6Wvo6+hr6jvl9+Dr5dPlm+SL5lvgG+KX3r/dZ95X3FPcb90734/cM+aP5vfp5+1z8F/3N/df+z//tAGACuwMaBacG7AcpCbkJ1gqDC/QLzgytDB4MWQs4CrcJ+QgRCNoIEAh9B/4G0gWgBSAGdwZlCN4J5AgWCRcIoAg/CXcJJQkPCWEIpwYEBiUETwP6AQ4ASf63/L36Uflj9+710PSC9H3z8vFk8iLyxvIm8nPyJvMl9F30EvWi9df11/YK9qf2nvj3+v/7Lv3l/If8+vxd/Rv+Cv+u/3QAQwGxAJUBbwGBAJ8AGQHxAEMCuwPXBP4FKQeqCGIJ9QmzCrUL9wroCi0LMgwlDJ4L2gtCC7wKtQlQCPUHBwjmBw0IXgdOB+UGLQYZBaoEsgOzAqEBqP9I/mn82/pm+Dn2Y/W79Bf0EfS089HzjPPe8tXzBPTi87j0wfSX8zLz+vLM8YbxPvKb8s/zMPUr9xz5VPoz/I39Ef7i/dT+zv6s/ggAggCdACkBCwKJAoUDygSLBvwHGQn6CqULnwz2DcsODQ+xDiIPYg9hDjUNlwxYC8UJrwhLCYYIXweaBv4FYQWhBNQF3AaRB44GSAf/BgYGXgbHBv4GIgaSBAsB/v7z+5/5NPj999X3QvcO9/v25/er9kD3pvec9oH25PeK9rP0W/UC9JPxnfC38T/z3/QN9k75Kvvl+vX7Nf1//KH8Dv5z/OH7Jv31/ZP9ff1b/tn/wAAjAAYBKgLOAc0C0APKA4oEcAU6BhkGngVcBkQHVQioClAM1AwtDQwNGA2yDMwLEwtyCewHkQdoB8kHEQn0CU0JZQhPBzYEwgFMAYP/xf2X/fP8Avz6+8j9aACsAI8AHwJ6An4CXAMIAvL/J/88/mf7RfgD+Lv3ofVG9Ev12/b19gr3X/fa9nv2Off79mT2OfcQ+GT4RPii+GH5ivm7+Qf7OfyW/Pj8l/2Q/Y/8qPx9/e39af66/gX/TwDHAQoDWAR2BZ4Hlwk0CrcKrgjiBkMHbAeaCOcJVgsmDM4Lawt/CvAHiAYNBswDXAEbANr/EP2B+4P+4f/D/psAaAKBAckBIAKEADD+Bv0L/J362fdb9pb1APMC8t3y5PLF8tn01fXB9VH3l/fC9hr4yPeo9iz4l/l9+nT7O/xG/bn+Rf/PAE0CjAJZAxIFVwVXBcEGXAV3AwMD4AMeBS4GRwcoCNUHIQYVBkcFCQTMA+oERgbuBhsI3AimCFwHeAdGBusDeQSQBMIB/v7H/nD+7v12//wBCgPtAdwAigCG/2H++v4x/lP7qvrE+eL3L/i098T2Svfp9bn03fX69gj5hfsI/Gv8bf1r/Sj/uAAQ/9P/2gLhAwMFgAYvBrAFcwXTBM8EdgTDA8cEewTMARcCgwJIAUADVwQkA9YDJwQgA3YC2gGBAkoEvgS8BaIIcwlxCR8KdgnmCB8IyASDARIAGf1Y+j748fan+KT5PfqR+0D6EPfD9WH1lPTI9A709PPe9I/0RfYF+A/5AfzT/RP8Uvso/C37qvre+pr6Xfql+k/6FfnW+Ej6zPyO/msAuwI8BGcGOgplCukG8gSNBO0DWALBAtcCpwGkATIDugNaAjsDWwT/BEIF+wQVBKQCowJBBFcFtgVCCKYK3ApYChIKyghSByUGigRjA/ACyQSeBggGkQOpANL8gvnl92v26/Xm9av16vTj863ykPJR9M74jvym/T8AgQFF/8n9Ov2Y+/T5rvqJ/a79WvpU+Db4O/b49Lz3c/s4/fL/RgPAAv4A8//s/6r/2f4dAT0EnQPEAjYFTwX1A+MFKwdiCCUKEAkqB7gGIAZpBWwFYQTkBEUHCgjkB7AFeAJKAvYBWf8QAIcDlQVfCDUL/gnzBZ0C9gHHAKv+Lf8a/7384Plz+Ib2X/Mx8pL03/an9/352/tp/Lv7LvuD+5f8bv5v/zz/dv4G/f76DfoK+Zz5w/xj/tz+Bv9P/vj82frg+fz88gDKAakCSwVTBuUFmAZNBd8BnAFxA48EtgSHAx4EOAXmAx0EuwW0BQ8HkAs2DQcKQAfiBFUC+AJ9BKUEBAVWBX0EkgFN/dL7Tf5M/wr/Mf8n/YT8Rf1G+vP21/WP9Dz0w/Tc9Dz1LfYH9i304fIF9Df3F/l1+bz7hPz1+Bj49flg+Rn6aP6RAV4BIgDu/wUAkv61/Yj/PAEMAmkE+AW6BZYFXAUOBAYDsQIcAmsDbgQTBA4EDQS8BO4FoQXrBXYH1AZQBhEGFQaICFILhA3ADuIN2AyMDLgJqQeyCHkJywm4CLEGCgSxABz/mP4C/AT6MPt0+3L63frZ+kz6uPqh/Ez+Lv46/0sBYAJOAvICSAJPABUBbAEWAFP//P0B+/f5kvps+gz75vyk/bb8wfsO+nr3zfSG89bz4vJd8LHwy++J7BnuPfC38J70j/l9/On+Lv4G/V7++f1Y/24EDQnoCs8KDAulC5gLUQsxDhwSKhROFCwTLxHTDEgKXwiwBIIBrv9t/vf8M/p492D4R/ir98L6wv4SAcIEdwiZCEAIRAhzCckKRwruCeIJJAdkBCQC8vz0+H74A/mF+jv89vvn+wb8dPn49UH0HPQw9HbzufCv7VTsK+t07I7vOvBA8nL1i/Ud9p74Pvta/kwAwgHzA4EE6wOVBA8GWwjEC+YOwBF7EysUQhUSFqoVYhSQEv8QdQ8ZDKsJrAc6AvL9Lf3R+gH4fvl++1j8Fv5+//cB5wPMA+kFdQkrCSgHQAYYBEEDoAQrBasDnf+O/UX/kP6e+qr5+fnX9xj40PgK9uDzzPLT8C3v2+0L7ebu3PCR8YLxDvC08D7zC/XQ95b7H/3i/aL/Vv/j/T//bwLABMUHLgwkDh8PtRIIFSgV3BWqF1MZPRrVGDAVQRHJCw8HfASpAU7/yf+aAIz/4f39+5z7z/yA/RT+ewAdAk8CIgNcAiwAvf4x/qr/zAGQAbgBpwPzAmn/lP2d+4D5OvpH+3/6lvd088fwPPCo76Lv0u4V7mHv+O6G7K/sIe/08MLzIfjU+9n8UfzU+9b7KPyu/cQAxgMABBYE9QWhBwUJmwuMD4oQjxDTEcATRhS9EpERkQ9KDO0IYQcDBpYEdwMyAuEBUQGe/sn+wwKjArIAPwEIAU7/DAC7ArkDFAM1AwcEEAQrA6MCTgOqAh4D+AXnBRYDKwAN/Yj6CflZ+An4pPfD9XfzZfMM88bwyu5D7Xjtqe+v8Vz1nfhK+az4Q/nV+Rz5m/v6/qsBEwMsA28EQwSrA+YFIQlCC2ANFw/YDI4JJQr7CfgIRQu8C0QKzAg2Bq8DkwDS/vv/tAD7/u7+GgDe/zMBNgJFAKn/SQAcAsUFIwiICXQLXg25C3oHqgZ+ClENAQ3vCkIJjwYLAoIA7v3v+ZT4fPqL+x33WPOi8fDwyvDg72zwlu/S7xbzuvST9I7zz/QX9yX4FvjJ+UD+Ff9Q/qD/MgDl/wUBnAPsBKED+QN6BpUGNASKAm4EBgeOBkgGXwiNB18DMACn/o79gv2K/jD/eP4y/IL8AvyB+kr8sv+GAaQBiwPiA3sEWgd0CgoKxgkAC20LFw0lDAsL4AhsB3MF+AHj/qv7AvsM+dT2KfWh8ivxI/Gn7zHuGu6n7aPsye0Y8BryS/WM94H5wPkk+R36QP1N/2MAjQLjBH0GZgYZBfMD2wQ/BVcEqANCA/8CigTNA6cCsAEiAMwAqwGhAewANwHtAN8ALQAlAG7/KgABAgEEQgaaBokIcAf+BhkICApnDPENzBDMDqoMuwsJCT8IzQfzCC4J2QhMCFkDXf5P+4n6+vm2+O72DPUU80fxc/Dh7fDsoe6U8JTyjvVn+LH66vu4+kH5Tvmi+nD9TABvAc4BmADs/xv+Jv0J/8MB7QTgBAkEJASsAzMDzQI3AnQCtwOMBDwEbwPJAAn+Bf2l+u74dPuv/qwA2gEAA7sCswH4AkMDoQQRBs4I2wz4DPwKZQhgCHsHdwaJCEUI3gfYBlMEMwN/AIb8svuG+5b58vh899r0ifLJ8NTvdPGo8g7z6/TB9hf4T/gp+gr67/nd/F0BcgRrBPsFgAcgB5UFwwV0BX8FcwgtCbUHBgaqBHUDvwO8An4AcwG7AqMBMP38+cf5kfi29xn3XvfZ9w35IPzZ+1T6ufsh/QEA1QF/AUAETAagCAEJ4giSCi8KuwmuCMEIAAgaB8cGfQS2AXoA6wDcAPj9Ffvm+Vj5qPjM9gn2mPXZ9UL3z/bM9bL06fSJ+OH6Gv70AFwCEAUdBeUEDgY1B5oHbQmNC7QL4wm7B08GzANpAn0BnAE/ALH9hvxD+5P5GvYd9Tb1hfXS9lz3evjD9yn1v/UT97f2/veZ+oz+BwFaAb0BhgS3BzAIvQraDUQNlwymDA0MJAqRByQHRgjkBtIDhQPgAnn/Fvxh+nv4EvcZ9/j2/PXp8/zyLPOH8zvyOvQz+df7Vv+5AZQCxgMUBeQFTgj7CdUKsQz1DekMAwhABZgEvAMMAmcB7wAn/hz6QPcQ9e3xrfFg8o3ylvOY9D30g/TA9QL2ifbX+Xv9JQBoAmkEhAauBQMGxQb5BtAI2grDCwIKzgedBv4EBgQcBM4CpgRqA28BZgBY/Uj8HvoY++36rfhx+GX4ifj19q70Wfa49/H48fn4+u79Y/9lArcDvAUKCI4KDQ3GDegNXw50DrcN0wzlCiELeQmJCNMEGAH0/yX9FvvB+b74L/ee9iT2I/Rv8W7yYPMF9TL3PPll/Cz/AwGkAbECvgREB28HYgj8B0cGBQShAhYBP/7t/qL+yv+y/6H9ufyl++/7VvoZ+cn6UvtC+9L6g/l++F33gPi0+W35i/sD/nf+GABTAdECCwSTBQMJ4go0DPcMmg28DbIMZQwdDf4PChFoDmUNpguOCH4ENgGQAMT+g/3i/YP8j/lq9vbzXfMY8sjysvVy9zT5oPjI+b76d/qT/Jb94gB5Ai8ElgVmAkoBJf+q/R/9j/vH+/v7PvvX+IH2nfWf9K7zSvTJ9fj2jfad94L57vgi+cj54vry/dv+aQFmBJME2wX+BRkI2wlyCzUOQw//DhkOfg0gD7kOiQ1AD24OhA7eDFYMMgtgCL0G2AQSBWcDPgHYALT++fuP+cz3tfhS90P4a/iS+Nn4SPjP+kL6sPlz+sn7t/tV+zH6Gfsv+qT5P/nE+O/5y/gY+jv5Wfjv9wb4RfY/9fHzovXP9q/2y/WH9fr3DfeM+dL5hPzg/ekA/QM8BYYGOwlnDLgNYw9QDtkQZBGiE+YTaxTVFMoUQRTlE+ES4xCkD6QODQ/LCm8LpQmPCIwFMgJ3//L8dPw7+vz5hvg4+W/4Rvix9kf3m/f/+BL7Hvt0+7D71/v/+XP5Pfkz+LX35Pas9Sb2TvS09Sb1v/TC9Dr0k/QC9HHzk/Jx80vzmPSg9O31Pvb995/4lfkC/Cb9WAFfA0wG6AjGCzgP+hBCE3oTyBSIFp4WYhc9FmwXqBaJFMcRuhDCEDsPLQ7sCo0J8AfZBvsDGgJs/13+V/wv+xX6Dfhz+OX15vbr9bL1v/YI+I74qfkj+Tf5Hvp1+oH7gPvR/L78P/xA+5L5oPjh9wD2E/fd87D0TfM780f0GvIW83DxnPO584v1nvcO+pP6aP3w/aoAkwH3AlQHXAchDHYLjg8TEM8R5BNoE3MVCRW4FLsTWBGlENIPfg0pDWAJlAhNBW8EdQGn/47/xf4L/+T9wPzX+pv8q/nj+pj4W/n9+dz41vk5+Yj6j/kj++n5+vpC+jH8k/x5/AL9z/uK/Cf6t/lk9+L3Hfd39eD0D/RV9a/1CvZw9jP37Pa9+QX6BPyu/Rb+HQISAl8GfQdRCSoMaQzrDjEPPhFhEm8TgBT8Ew4UYhOiEegOIg0MDXkLIgqfB6AFlAQ5A4UB1QHS//7+N/5T/Iv9n/pU/KT6gfrb+RH47fnq92f4f/jH+M75OfpZ+LT6xPin+fz5i/jX+kv4pPmU+Fn4vver9vv1xfWQ9Yj3DvZZ9zn38fb8+W/3UvtE+qr8WP74/WIA6QHYAiwFkQWcB6AKkApbD+0MFhA5EBAP6hClDkgP7g1aDXgLUwlnB/oF5gMtBFoCUQNOAZsAzgJO/rwAWv2d/nf+hvzp/dP6rvwc/D383vvJ+gP86fw4/Db9J/tL+638MPoq+4z5Xvqs+lr4MvlC+F74xfhQ9yf5Vfgb+jL7sfn6+mv5Pvs++kj6V/wB/fD9Pv58/Tn/y/86AaMEkARWCYwHsQqpCocKyQtmCk4O1QyrDfwLdgz7Cm4KFwhjBx4FZQWVBDACWgRhAAIDTf/RAO//6P1d/7r9KP6D/H76jPtF+sP5cfvT+N385/oT+2L6zfgK+6n7JfyA/Yz8pfx7/S786v17+l798ftq/Kr8UfxL/XT8Kv0b+yD8hfoG/QP8iv0o/Ov9fP5U/S8ASf48AtYCbgOlBOEEMgUlB6YF9wh/CeAIFQrLB3wJ2ggxCWMJtAnBCFcKKwnlB+4FVAQlBEsDGQNYAfQAuv/l/wH+2P3e+tf6bPmP+Lr5l/aU+m/4jPmX+O73AvvF+VX8bftq/dH8kf0v/a39Gf6w/VAAsf7//pP8+v2C/er+Cv6F/pH+h/3a/Z37Vv0x/Mv+E/0bAGD/UQF8Ad8AQwNbAtQFUwQvBgIF6gYOBn0HdweiB5cHmgYQCcEIwwebByoIAgfdCAoEQwaEAyAERQJWAEYAkPwQ/pL4+Pqv96T3/vcW9331g/YL9gP4tPme+MH8jPnw/fP7pP0C/jf+agBGATMA3wAKAML+AgFo/SoCCP89AjIB///gAGb+Qv+S/ar9zv7K/Gv9TP9A+7j/fPtI/4L/0P1IACYAuQLmAtYExwMfBjIEowW1BGgHuAXkBA0FCwIeBDsCewQrA4cDhQFgAeD/Rf9b/+T8Zf3S+yr8Fftt+A33H/dH90D4E/YE+e730fiz+s75j/7M/Lj/uP9x/xoCFwEWA/YCqwG3AkABDAPsAWIB5wKuAHkCP/9tAAX/dv5bAB7+9P+Q/gn9Cf2p/Vf+3P96/kgACgClAJ8CtgEnBHsDhQXWA+sE2AQpBWAEIQLAA3QCfAQLA/cB9QEZA2EADgLh/kr/e/55+if9Qvlz+1D47/eH99j4i/hf+Vv4zvhH+m34SP20+Oj7gvsv/dT+Hf33/t39Ff8fAFsAkwGGAlECygSwAC0D+gBGAVcCRf/z/0D/7gAMAKQBQv9P/+b+PQBKAPkAEAC0ANECkgD5AfIAnAJhAlwDlgPtBOUE0QRtBSYFIgYoBnMGEgX5BU4EAQUEBNoCjgEXALj/4/7D/xj9QfwA+xj6yPrk+dL5Cvrg+Yv7h/qf/OX75PxC/bj8m//E/mQBfv5xAQEAHwArAWn/BAKIAJ4CFgJmAQ8B4QAeAIwB7/9/AGcArgAIAbr+AQA1/1cBKwAKAE3/IgA1AHMBrQHC/lIAQwBOAMwAA/99/6QB6/9LAwwBUAE3AlcDGwTAAl0CJQH+AvL+jwC++5/93f1Y+5H7IvmZ+6H6Svx0+kL92vtx/Rj9Gfzl/UD8Xv45/XX/Gf5x/kD/DwCJAJQAbwKwAqoC4gGbAvYBdQLbAHkA+P8m/8wAKf8+/33+if45AI//C/8O/4b/3gDb//7+8/5N/r7/jP9Q//D/7/+2AJsAqP3e/4L/TAFhAY7+hwF8/5oBJgAUAGYARQC+APz/Sv8l/lz+zvvo/Ez6bvuN+tf5/ftd+yb8U/wj/Tf9tP65/sv/9f82AJgACgDMAA8BpwBxAegAdAMCA84C2wMAAm8DjQEMBFYD9AMrAvwBLgFrAe4AQv6PAeT+KAFR/qoBkwGbAjsBRQBQAiQAuQPRAKYCggDxAqUCiAGYAEkAMAF9AVQB/P6mALH9TwB3/iL/p/6g/bv+Mv3h/Br8Gvxt/ET8L/op+6n6x/wx+2r8Qvwz/ML+sf5zAHn/jwDlAesDEwJ1ArAA2gHvAoYBZQOKAZsDMwOIAroCKAJkAiACXQH9AXMCEAIlAs0A/wCzAMAAHwAMACgBCQACApUCewJyA2UBigI+A68DXgO6AjACfwL5AcIA4AH//7MANP4U/5X/Ef6S/0f9pf3C/Pr9Pv7l/Kf7SfqN+277Pvtk+qL6Tvvq+yn8+vxg/av9gP+q/1EBcgHdASQDLgKwAlgDGwKmAoUBEAHyAQEBZgPTAeYCrwIRAEMCdQGHASIATv9tAB8AWwDR/t3+qf9IABgBif8vAWEA5gBZAs4BdwOEAioD+gLaAfgBJQJUAVIBXgAMAOj/8/+f/6r+pf8Y/ysAwv54/83+s/7h/pL+Tv7l/R3+W/y0/kn9mv6A/WT+7f+A/yMBLwFyAnICWQKTAdsCgQHTAgQB/AH6AewAWQG0/4IAXv/xAKsAiQA1/w4Am/1k/5X9QP1r/c36ofxf+ir9y/mA/MH8VP1I/+T9PP91AFkA4ADCAkYB9ANGAE4CFAI4A04EYgLMAnMBxAPOAx8GfQO0BE4EvQX0BOECzgLEAccDAgEOAroA5AAcAaUAEgBAAHn/ZQD6/2T/DQDU/fP/Df4L/hD9gPwY/kX+C/2W/IL7Qf1k/tz8e/4N/HP+hP3y/P38wvuC/FD7lfu2+hP8Z/wv/Ef8MPyz+x39l/14/jMAWgAbArcBwwIGAyUDGAQMBPQECAUcBvQFTwULBSUEegW5BaEFOwWOAz0EtAQ9BLMETgPQAtUCkwHrAjgCywEIAfz/FAEX/2n/EP90/6L/AP7K//X+uf7s/e/88v0Z/8f/M/+G/pb+cf8cAO0AqP/V/uP+tP8RABT/gP7u/bj9Ev4v/Zr8uv1M/un/k/4l/xsAEABJAagAFwHcAfkCtwJNApwB8QFfAs8DpAL0AWwBJQEUAkgA7P8R/Q/98ftB/d77+/on/Nr7EfyL+gP9C/0t//D8QP4t/+z/iAEUAPoB1QAtAi0DTQTLBPoFVwZZB+4GPge5BwMIBwk1CMEI5gdbCYkHRwf2BT4F/QS4A/ECqAE/ATf/cQAG/sD9IP2d/JL99/yD/Gz7b/tZ/F78RPxw/GL7+f6d/UX+of1S/CD+lP1B/0n+f/5s/Zj9Mf1I/DX7A/qb+Rj6aPoa+rr5QfiO+Or4JvoA+Ub5SfnU+TL66Pqx/Oj7A/wp/FT+QABcAloDbwTuBLEFlgcACIMKmQreCp8MRQ2KDcMMRwy4DCcNKg1rDfUMzgv6CvAJXQg3CLsGAgX5BK8EuAS+AvABcwD3/rD+M/4G/zb+sf1i/EH8SftS+yT7qvnq+dD3JPiS+Jv3kfZh9a30NfXm9E31HPRd8ozyo/Lr89/yv/Jt8hD0hfT09Mr0NPS+9fb16PjD+F35Ofom/Lj9wP6WALAB6wOGBPwF3wUiCMIJbwpSC4EKLQuPDAIOlQ/0Dy8O3Q5KDtMOEBA1DwEP7Q2RDRMMrgsCC9cKlApVCScJsQh0CcAIBAinBlcF3QPxArcCLAF7AEX+FP3o+ur45vfb9vz1g/TU81Lyx/Ej8QbwJe/z7o3tW+3d7WbuT+5d7jPuqO377m3vL/K28efyt/NE9LT2Ufdv+V36EPx0/dL+fv/OAEABUQInAycEqAP7Ay0GGwb9BsMFBgcdB4sHxAcaCIcJUAqkC7AKeAv9CrQLeQ1TDk8P1g/nD2URShGCEPcRSBGJERMRng/bD80OvQ2NDEgKMwm6BzgHZAaxBFgDngGBAAz/Pf3L+sX5yPf09sX1n/JH8WzuYe4I7mvsBux/6t/qZuop6zXsyuqM6h/qOuxp7pbuye+X7/7v8PFe82v1ePUs9hr3cPiw+lj6kvvc+0L9iv5V/38ASwGuA8QFDgf3BrQH7AiiCzYNbA4kEL4QChFEEc8R5hMqFeEU6RSXFOAU4xWXFvAV1RTqEi4UihNDE7cRHQ9eD/YMJQxYCbYHXAXSAwoDAQK7/xP9Kfzj+hn7tPjP99r19fSd887ylfEE8eDvYO6B7hnseOza6r3rPOvf6oHquekw6hbqbOvE6lPqDepS61bssu3g7azv4fB48oH04/Y6+S/6h/w+/ZX/NQDKAi8FHQh7CU4Jjwl7CtgN5g7REFMPSA9eEPARoBPgEqwRFRGTENcQ1hH5EP0QWRCcEPEP0g8yEKwPAQ9uDSkNGA1XDcsMwgphCXIIEgiOCLAHxQWQA0MB8ACiAOL+n/0y+6/6pPnj90X38vS682TxjvDR7z/uZu3P67vqVOki6Hfnyua45obnb+j66ETpBepS6mLrJOws7UPvwvAo8pzzAvVA9uj3Y/kj/KD9Wf9cAdYC8QNwA84FxwdOCV4KnwkvCisLEA2xD20Q/g/fD3AQSxL7EpsTPRPUETsSCxL4EtQSyRLbEpUSWBJPEcIRIxEhEasP3w4oDc8McQz6CpcJfwZnBYYDHAPSAMn+UPwm+mP4HPc69iP0fPIX8DDvJe4+7qPtPO126xDreesX603rpuo76vTpAetw65Xsfu3d7svvifFP8kbyP/M59NT1WfdC+bz5ffqc+gH8/fxm/qT/9ACqAhoEWAYXBtsG1gYNCSAL4AthDHULygwxDmEPERFREc0QQREkEUMSNhLNEdoR4xCREE8P3g4iD8oOeA4pDT8LdQqGCZ8JPwmbBwMGDQRAA/MBEQFiAAn/cf4c/TH84vtN+9X6sfnS+L/3Jvf+9iX3ePfv9hv2gvXZ9IL0OvRB81PzGvNZ8uXxRvHs8IXx5/EC8inyKPKF8lrzI/Wq9TP2sfZ192f4CfmB+tr7lfza/Gz9m/3S/rUAFgNpBJYEIAQEAysEvAVeB/kHpQdwB0kHCwjtCPsIzwmyCbkJFApPCW4Kpgo9C/QLLws5CrEJywk1C5UMxgyUDPcKdQqgCqkLdgzkC7oJEAgXB+wGVgiLB0IGRgQ3A+cCWgLAADD/CP6s/cv9I/wY+0n5hPmh+R/57fff9Ub1oPTt9LT0TfTD8pHxvvBj8NLvo++C713vN+8e7u7uee9A8Yjx+vDB8LHwA/Ij8/rzY/T69E/2JPlE+kr7EPyf/X7/7wC/ApID9QRyBlAIlQnaCY4J0QrsDPEO6g9YEHgRwxL0E6UU6BSBE2wTQxOHE38TwhJnEsEREhFfDxAPYw70DSgNIQwpC+gJDAkyCB4HnwXmA1ICXgJ8AewAJv+H/Z78nPtu++j58vcv9nH1W/VV9c3zCfPC8qfy9/E68ZzwSO+w7ontBe6S7cXtcu5T7lTu1u1a7szvzfBB8STyAPOa9K30EfY090j4Svol+3b8NP0Q/70BoATgBb8GhwfxCOgJ7QriC+wKXwt8C5cMIg0GDQUNMw3UDb0OmA/6D7MPew70DjgP3A+CD+kO7w6JDuwOtw6sDkIOqQ1UDUsMPwtHCpYJNQkzCNgGywU/BJ4CuwHdAPn/2f5i/Y38EPz4+gz6iPgM99v1LPXB9f30sPNh8uvxD/JQ8tzx9/Bw8PPvq/Co8ALxGvFb8TPyC/M/8xHzLfPY8zb1zPWV9tz28/f6+Mn6R/zc/Nb8cf1c/v3+vABIAY0CIgOjAxQE1QQXBW4FggZ0B24IaghSCbkJHAtiDFYN5w2dDTUNvw2XDhwPsg8KD+kO2w2SDZUNrQ2ODQ4NmA1ADRINVgw6C4IKkQpACosJZAjgBu0FGAUgBBgCOAH8/5v/av83/oH9zvtv+o/5Z/nd+AD4KPe89jn1hPS180DyzvFo8K7wtvAP8ZHw8e/D70fvWe9g7xbw2++17wPvSe/y74/wcvF28v/yJvTb9aj2D/if+Bf6mvvS/C79z/0G/zMALQIOA8ADzgM+BKAFlAfLCYILEg36DfENow5EEJgR5xKSE18TfhMJFKkU3BRLFMITnhMZFOsUmBUkFfAThxL5EXgRfRD2DhwNOAz7CoAJxAfLBbEDNwKoADT/Gv1R+2v6RPkk+F72r/RR84nygvFa8PTuLu4l7Vrsoevt6jbrrOvT6wbr5eqc6iLru+v368Drc+uT6y7snO1D7ljvC/BF8dLyqPMi9AH1jvY/+JX62ftX/E39R/+dAa0D6wTcBTcHCwkAC0gM5w0zD9UQhxLVE+oUuxX9FugXlRg2GNUXbxieGJkYCxjhFkQWJBYIFtcVKRWqFF8UyxPUEkIR6Q+EDjoMCAotCNwG+AVhBAMCQf///Bj70PmK+H32Z/SY8l/x3PCv78/tFuyG6jbq5ulO6TDo5+eD6KnoAekG6C/nQOf+51jpO+pj6trqiuvJ7Kvthe5P8NfxmfOB9EH13PUS9774jfok/Kz8IP3K/jsBJAMaBfAFLAenCDwKnAvbDEsOlw9JEaMSPRSDFfEW0hfFGEAZYRm3GUMZ8Bj1FxQXdRZLFgwWnBXpFDEUhhN3ElERORBsDxoOFw1GC5IJBAiIBl4F4QIKAC/9CfuH+Tf4RPY39CryofDZ7+fuBu5/7Ijr4Opz6r7pBOlk6FPou+jG6PXooeiO6I3oAOlB6dvp9eoa7FLsFezS6xjsxe2C7ozvC/Dg8Dry8vPQ9T73S/gW+Rz7Ff10/xABPwPDBf4HrgkQC8UMgA6yEBkSwRP6FIIW/xdQGQcatRoCG4wbOBzAG40bwRr9Gvga3BpiGmQZoBi8F5gWNhX5E5kSXRJOEf4PUw5KDEALKwqXCAAG2wLV/1X9BPuN+ND12vPz8RjwXu517Jvq5egN6ODm5uWk5GzjmuLX4SLhWuAy4LXgt+Dd4I7hceIa5GflO+bR5lHnl+h86hHspO2n7gnw2PEV83b02fWU9/r5rPxP/0IBuQLgBDwHkwmRC4oN/w9TEncUdhaIGBoaNhwJHv0eix/BHzog3yB7IfIgLyCnH0Ufnh4SHuAcihvnGu8ZAhlIFyMVNBO3ERwQsg6XDLAKEAkuB0MFuwIUAGD9Q/un+ND12vJi8CruGOyF6uHo8OdJ52fmT+Vc5GjjhONO40riVeHI4EPh3+Hy4bDhSOFn4Y3iieM45WzmOeeO6MzpyOrf60Dtdu4+8Bjy+/Ne9WP3pPlE/A3/agEIBJcGMwnoClYNWw9xEXMTZBVgFycZERvSHJkenR8OIMcfgCCMIGsgTSD2H0Ag5h+AH4oeOR3SGwkb7xnXGOoW/hSuE94RUBBiDvIMLQs9CTAHtgRvAjoA7/07+4X42fWE8/HxcPDp7RXsRurO6KnngeZ55T7kp+MZ49viBeK+4F3f997X3t7e9N4M37rfreBK4rfjMOWV5vbnAulp6rnr8OwP7w/xC/MA9TP3j/nX+zD+nAD2AooFugdDCQwLmgyEDhwRTxNWFbIW4xcpGUcamhvRHMgdkh5vH6sfBSDOH8MfkSCjIEsgHB86HvwczxufGgMZXxfLFZ8UohOSEgMRUw9lDVILqQg7BokDBAGD/tv7qPlV94L1YfMw8TLv9ezU6r/pu+i55/3mOuaG5crkCOTb4rjh1uAl4GLfCt913ozeid793g7g+OBT4hbjQ+RY5anmI+gu6iDs4O3b74vxQfTb9iT5LPtB/Yn/gQKTBWwInAr/C28ODRFwE1kVyBb6FzwZNhplG1kcZx2RHs4fLyGKIcQhBCKWIvoiECNhIh0huR9xHl8dnRyZGzgaOxkZGAIXNxWIEywRVA7SCzQJqAZUAxQAav3C+0H6jvgn9sbzlvF471PuoOwT6wrpe+dD5ufkh+PP4Y/gM9+j3WncpNvK2v/aU9vo223cTdye3OLciN2B3vjfAuJZ5LXmBuk86+DtEvE+9Hn2P/gU+hT8yf64Ab8EMgdUCVULGA0ED5cR/xMOFv8X9hjWGeQa2xzVHvMglyJmI0YkMiUNJtwmISdfJnUmDybvJaklYiQ8I54hHCC7HhcdnhupGdoWSxSXEfsOVwx6CaMGlANtAJv9lfp69470yfEF8Fruu+z96rfosebf5LXizuC53sTcKtuK2XTYHNcZ1rLVn9VJ1SjVPtWn1X7WhtfS2AXaHdzH3j7h1+PG5pzp5uzU76jy3PX8+HD8///yAsUFYAjOCqINvw/REb0T1xV0GO4a9BytHnEgnCIVJRkntyjNKF8p5ikGKrcq1yoMKxQrwCphKjMqNSkkKK0mliRMIrcfeR0iG2oYXBUwEvoOLwwZCQYG9QJv/zL88fjc9VTz7/DT7vTsGuoh507kxuFy4MveBt3P2i7Yt9a+1RTVfNRe02rS2tEs0QLRG9GV0fDSxdR91tfXh9kG3G7f6eLk5WHoZetG7m7xKPXB+Gj87P8tA38GuwmLDGcP7BH6E58VrxdHGiUd7x+EIjYlNCfmKF0qEyz9LKAtNy7BLoAvCjAYMEUwTDAQLxcuuywzKywphSb0I0Ihjh4WHJ8Z2haVE4EP+QtVCNcEdwEe/nv6LfcK9Hnxa+9d7HrpGubG4mPf5dug2ZnYgddn1vrU2dIt0ZzPvc44znvNqMxwzHbMfM3uzoHQYtL00+/VZ9iW27DexuGc5LnnDuu87pLyTPYG+lv9LwH9BFsIdgtgDnsRLRWHGE0bxx0UII8iDCXAJ1UqGiwPLd0tkC6ULxExPTLkMiIzMzPtMh4z7zKiMQAwxy0rK88oTSaMIxohYh4+G/AXKhQSEAcMnwi8BWoCY/5s+vH2M/S38cjupOvs5+/jN+E935zdetvB2GHWO9S00oDRXNBizwfOg8y7yy3LwMpcy33MJc4D0L7RitPB1SzYGNs53i3h++Os5tTpf+048fj0+PjI/C0A5wIJBqwJKw6VEtYVRRlsHGsfzCK4JcAnuykzKwItuS4BMEcxdjLEMxc1OjZbNoI2GjZYNS40DjI7L3Es9Sm/J3ElKCJPH+ccPxqWFvUSEw+BC98IswVUAtf+yPq29mnzAvCh7MjoN+VI4nrfptxm2sfYg9dY1hnUjdGEzlDMactny6fKjslnyRXKjcsQza/Oy8+/0YHTydWV2DzbPN4k4VDkOecW6jntPvGj9EH4sftC/6MD1QepC4gPjhPMFg4bWB7kIEokGieDKecrFy1YLtMwhjI0NAo11TUuN/w33zdcNxU2jjOgMfYvUS5xLL4p2iYGJTsi+h5OHDgZBBYgEl8OpQrFBssCX/8n/HH45fOQ7+Xrp+in5V/inN/g3N/aU9k312PUCdIb0J7Of803yxnJzMibyTzKHssFy6vLHs7Az4rRbtMu1d3XR9sM3jbhr+Q46AHtivAi84H28Pm6/lwD0AXbCHwM8Q/pE7oXKBr6HNUf7SH6I+YlPChBK+gtei8WMWUysjM9NQc24TU9NVYzDzFBMPEvLi/8LLQpSydgJW8iwh9UHRAaoBYtE48PrQsVCAsF9QEk/gD5N/R58CPtSeqV57vkYuJn4F7eZ9xC2l3YbNdW1hnU6dCgzubOWdCb0BnQrc/6z+nR2dLg0pvTUdVx1wXZvNof3e7f++KW5vvpIO1I8Ojz4/fp+h3+pQKLBucJ6Q1+Ea8UyhYIGIsa1hydHqchuiOzJCknUCkkKwIuTS/tLhsvMS43LUktciy6K5YqTSjwJskm3SQEIw8h2x0NG84YshbYE10Q+QwPC0MIrQNJ/uD5s/ZJ9E/x5+z56YvoI+dx5UTjNOB/3ujcl9rh2FDWR9WC1qHW6dUE1p7VRtZT1xrXFtee1znY4thO2V3a5NxF3l/gFuTT5kXo+up879vzRPcp+0T/EAJeBTMJWA24D8oPExGrFNAXnRrQHAcdeB89Iz4lQidAKKsn7SiqKccoaijyJrQmCidXJRgkliNYInchJyHXH5kdERsnGX0XtRTBEdEPqA0xChgGcwLw/0j+3Ptu9zvz0fFY8JvtqOo+5wPl++Lk4FPfaNzv2a/Zldln2QbZtNiT2eTaWNtK2+Pbndw13SLdt91T39TffuA84wDm2ebV5/rq7e688Yn1tflU/Oj+DQI7BRgIsgknCx0OqRBKE9QVhxZQGLocxh+SIaIiGCPPJKslNSUNJaIkeiP0InMh5R8BINweUx0nHXwc5xqRGeAXvhaIFbcSMxBgDrkLGwkjBnoCDAF3ADT9Q/k+9/71sPSO8Xzti+tl6Xvm2eQg4vHeP97z3e3d0d5+3bDcyN5V30nftt+G39Lgx+Eg4dficuTb5HHn/+nA6oTr9+wC8Mvzt/Xx9w37kP1UAP4DAQZHByoJ1wmACocMOw+EEfUSCRVcGWYcPx1OHsIfrCAhIVshFCFMIC8gViDIHlwdtRxfG8YZWBjAF/EWMRQgEsURMRCrDV0LXQkXB1ADUv9E/cL8Xft8+O/15fRz9H3zYPFV7iXsVesQ6iLolOXR4xHkZuQi5A7kh+Ox4nHj8eQA5UrklOR05dnlCeY059noWeqV66Pt/u8h8avy6fV++dL7Tf4FAbkDHgd3Cf4JBwtADLsMPA0FDqIPJxGOEekTcBdoGAMZtBpyHBcdLR0IHZMb1RkRGrkaahmqFwwX/hZTFaASXxEfECkOFA0ADJgJlAYBBGkChgDo/Mz5AfhE9pj0v/KR8cHxhPFw8B/v7Ozv6xzsHOqa53PmpuV35jToAemf6cjp+ukn7HXtjOvC6jPsG+1J7TLtWO6c8LXx7/IW9Zr1EPZK+HH78f8nA2UEoQYTCTYNQRH0EFMQPRHOESwS4RF+EbsShxOCE9sUxhVKFlUYvhg9Fx0XFhe0FQ8UNBNgE0US5g6pDUUP0w5QDJ0KYwmsCEsIcAYuA6kAcf9u/rn7R/jW9oH1j/LO7yLvxe7m7XjtYO3e7W7tHuzL6onpkOkZ6qvob+fl6C7ro+xR7RDvFfLq8oPxXPLQ9PD1XPWw9Cn2/Pj1+S76wfsQ/FP8tv7YAJUCzgUXCMwJ0wy1DzMTlhUUFb0UMxZlFd4SeBIzE6oUshV8FP0TGRUrFmwX6xbcFPATMBOlENUO0w76DVQLfQjcB8MI3QflBEsDfQMiA88ATv1s+937ZPtR+K30+fHJ8Pzv2e387LrtVuzE6nPq5Oo+7ADr7+c552/nU+f65tvljufO6gHsB+2t71ryG/QG9dn1Off/92D56/qp+5z87f18/68BuAJSAyoFqAY4B8gH2gn7DWIR6hFvEqQUmBbhFjkXjRcIFyQWUBQmE2cUVxZpFhQVLxXLFt8WFRX8E7QT+hHcDnAMuwrsCDcHsAV+BBIDGQET/yf+aP5V/S76evdB9on1qPT+8gfxa/B/77btP+zM6vvqwuuE6h/qaeo36R3p9emJ6JbmDOaT55Xpg+mx6uHu3vEw88j1i/hO+o77I/zh+yD8Ev6r/y8ACAEsBDMHKQd0B5cKyAw1DCkMRg76EAoTvRM6FCAXwRjJF2EYwxkWGQIYBRedFiEXbhZ9FcsVlBVQFSIVxxKIEXcSmBGDDgwMLgo3CNYF9QP7ArX/yvuY+hv6Kfh+9tH18fTz8gjxy/Cb8KHvj+5p7YvsHewN62Hpluie6Oboqug26JvomunC6dLpPuqh6j/rv+u57CLwrvNM9Ov1PPqc/cL+5f8lAdUBvgFHAlME3AUPBqQHNgqhCw0Oog8UD2MPzBB8EdQRORSkF4UYqxaZFgcZHBq5GBQY/hhIGM4V3xMxE7UTUhRlE6ERYhCFDnMMrwtzCzYLOglQBVQCSAELART/Gftl9+/1UfWK88Lx8/Bg8IPwTfHN8A7vue1r7nrvf+3w6vDpAei+5vbnA+me6DXnYeen6jDtyu3a7pTume7p8dv0//Ux9zz5mPzX/q//cAIbBQkFbQTcBNkGbghYB2IHCwqPDFkNGg6uD1UQAhBoD+4PkxDID8MPnxGvE/kUzBQcEwgUshZ2F88W4hTqEi0Rmg7KDAANhwyRCTYHqgdeB10FagQMBMsDhAIk/y78Q/qC+Ab4//U98t3w2fB08PnwJvLI8sPyJvJ98RvyGvNh8nbwIu7L68rq8OnR6V3rietP7A7vD/A08dzz3fTG9dP26PYJ+UP7ePtl/Cn+fwDEAgQDGQOoBJEFpwWFBmEHiQdKCAcKYAuPCz8LAAyyDQ4OKw07DFELDQuaC/QKrQpQDQ0Q+hByEOAPGhI3FPYR/Q6rDcALUAnMBgcFXwWEBaQEWgRJA7EBpwFMAUgAJ/8O/V/7RfmJ9uT1OPan9QT1zvN+82H1ovf2+G/4WfZn9Wb2vPZk9Tnz8fHv8PLuvu1e7i3x2/TT9SP1ufba+Bf7Df1A/O77gvxk/B39df2R/N7+YAJnArQBUQGAAtkFpQYKBc8EPwUhBgEIFQrdCrEJmQjyBwQH2AYNBzkHhwZJBNwD6gR6BkUKMg3UDGkLWgvtC6ULDgshC4MJZgWLAWr/pv8FASkCoQFx/vL7dv26/4sBvwJIAR/+c/vx+kH8FP3x+zn6h/jN93357vvv+z77H/v9+UX59/jU+Ej5pvgF94r2rPXP9Nj2f/sJ/43+4fyQ/fT+hv+zAGEB2f8M/B765Pub/UL+oP9PAKz/EgBOAgcGXAY5A+QBNAKFAncDYQTMA4cB0f7U/Sv+1/1m/mcB/QLV//v8Zf7RAAEDCgZUCXcKzgf8BBAGzAgVCr8HYwIa/iH85vus/FX9Kf7K/S/9yP6JAbcE5AdyCLQGlgUZBW4EmAMmAzUCbQAV/hf9sv0L/s7+Qv+n/h//2wCYAP3/ZwBOAL0ArQBi/hj8SPyI/ksBHQFv/6n+rf3i/Gf8ivvU+XX3gPYR9w/2tfYL+tH8kv6C/uf9sv7g/l7+k/3o+iv5UvnL+bL5ZPlt+Ib3Lvev9pj39/rs/Xn97ft++wr9Qv8zAisHQwoJCC0FMgVKBjsHtAV1Akb/MP2k/K78xv30/zUCPAX0CJ8LYQ1cD6cSphTCEtoPBw3gCU0IIAd7BDoBgv/tAF4CXgG0AhkHyQgwB/4FOgbrBUIFTgXOBNABfv1O+4T8/f0K/Zr7Wvox+EH2WvUz9b30ufIl8XPxffIA9GL2EPhE9532mvco+Mn3oPfn9Snylu6n7t7x+PJJ8pzx3+/r7VbvY/T++bH86/yj/Iv8C/5iAB8D3AVXBm8FUgVaBo0IDglIBwoFOQKVAHMCiwVRB0kHXwjtDK0ScxjmHIMdFRwFG5oZhRdqFL8QPg0cCcgENQNoBHgFLgYZB2kIlwr6DBgOPQ6iDYMLAwkmBu4Bof2S+aH29fVc823vHO+58Evy+PNR8/DxUfFi71Dut+5q7pvua+4l7N7rIe3L7afvkvE18RfwfO006Yjoiupz7Hruae6Q7E/sYu3o8eH58P65ANYBpwH9AfoDoQabCToKowd2BMECAgSHCFMN2w54DYkMZQ5/EkYWNRhmGb0ZDRloGO8XXhlvHH0d6RzWGVYU+xHgErAS8RHhD7oLSwgSBzsJWwxNDWANdA0pC2QH0QTQA1kDsQA6+pDyUe537drsBOzP6xvr3ula6fPq/u0P793tGuwQ6nTnMOWS5JHkheTq5CTkX+N95eXoGOzu7YnsBOqU6C7ooOpv7hnwOfBr8VP0dvjm/VUC0gXlCbAL7Qt1DbsNrg3tDtMObg2rC0MKSgxrD2kRCxYUHKYfPCF4IXkhpiJTIy4i0h+/HFEanBlxF6UU9xSEFrgWwRU9E48QFxB+EJEQrg9RDYkK3AcBBYQCvv+L/Ln5N/aQ8W3tkuuu6//rJutk6SDo/Obg5W3m3Oa05Z7kXOO34rPiV+Fx4F7hHeEr4ODfid783STfU+Es5droz+oy7Lrs4u1x8YP0d/U19j74Ovur/Vr/tQKLB+ALUQ+JEfkSYRXSFy0ZkBqMGoYYShd9F6EYDRupHXEfcB9iHt8edCGHJEontCiUJ1MloiPCISgfEhzYGPwVTRLlDVcK8wfnB84JhguCDFgKiwVNA4ACgQA3/jH64PMu7aDnneXE5VjkKOIj4bXgq+Dl4X7kj+dz6FPmKuS344fi3d933T3bw9mZ2CnXHNfV2UXeDuPS5hjpzes27yby6/OD9ZD31fit+LX4J/vb/oABYwSUB1IKVQ5GEpgVihjUGVwbgR45IA0gPR9NHiIfNyBcIL0gAiEgIi8k4iTsI94iECOHI5kirSEGIQsgUx67GroX9xZ2FSATORAGDO8H4gMsAZgA9v5Y/ND5+PUW867yvPIv8g/wPeyb6HTlVuLO4Jng69+F3jzdctw53R/eXt1T3fTdsN033r7e8d1Q3VTcc9xL35zhruJX5CXnmeph7qfyy/aw+Zb8OP96AMUAmABoAw0HTgbrBJAGLgn3DbsTnRc7GukaRRxcIDwjDSTJJKQk+yKUICAfHyHGJQ4pqigBJgIinR+5IZckhCSiIsEfShxfGOMTyxHcEMwOTgxjCYgFkQH0/jr+Qf18+m/4PvY281nx9+8V7vzrZOh05Fvhr94M3ZncT9zu2jfax9oa3OPe8+Dx4InhOeIK4gjireBn3wHgkuDc4eDjOuRg5fjoku0i8sP0nfcv/I//owH8A9wFmgeNCbQLXg0mDlAPFBFyE4IVrhZaGLkZIBn0GQ4dbR/pHzkfmx+eIGAgqyCHIrkjsiMLI5Qh1h5DHNEaMhkaGNYXPxe8Fm8UPhAdDpANqgy4C+0IOAQK/9D5Mvbg86nxQfAG72ft2OsI68vrdezT61Xqe+ci5IXi/OHM4dzg+9312q/ZgNqO3GPfbuFP4ozj4ORz5ojpGewS7fvtf+3I7AvuVvC/8if0i/SK9iH5Rfua/kECjAVnCWgNmBCCE4cW+hh1GeoYqBjXGBEaGhpxGM8Xvhc/F/gXTBnrGqYcTR2JHdYdhx0SHvkgSiJNHyobSRj5FekTzhBqDhQOigzbCegG0APqAkwErAQtAyQA7vxY+mL36fPL8EfuxOt46Qro6OYA5jfmaeZv5vjmuuaT5mnnA+fP5XvlfuQO47Di9uKc4wnlsebK6LTqu+tx7Mntwu958UvzcfSl9Kb1WPiT+5D+HAFlA0kF3wYZCH8JvQsIDnsPlQ9oD/AQ5BNzF8kamBtCG1kcvB2QHugeax0DGw0Z0xZbFT8VDRWzFHUURhS0FMMVIRdBF4QV2xFGDZ8K0AmVB4MDC/9N+sv3IPgF+eT58/ob+6r6XPkm9jPzSPG+70Tuaexd6XjmJuVl5UzmZuZ35mvnz+hO6XXp1Olp6srqjOqE6pbr6+wA7i3vLPA88bPydvVg+FT6MPvG+mj6+vlD+QX6b/zj/pgB5wNZBd8H3QtoEIQTIBO3EZkRRxJnExMU7RMvE9cRxxDREAMSjRP1FCMWYhaGFr0XFxgtF04WxhSjErkQCA6KC20KtAicBvEERwPkATYBoACH/wv+pfz+++H7Rvvd+fT41fgs+JL2k/To8i3xx+647Czrf+ly6Afo/OfQ6KTq4exr7rruve7Y7zHyu/Mv8wbyGfHp8BXyiPPk9L31fvVt9eb2L/mx+/H9gP5n/cP8mP0z/x8BPwNNBPwErgUmBj0ImgtwDeAN3A1nDfAN5w8+EtMTLhQRFKUUnxVhFWYUSxN7ESYQExBlEHEQDQ/sDEcMHwy2Cx0Nsg58DvkN4AtWCK0FkQNWAjEBpv5n+/f4FvcD9anzrPOu81TzDPNo8tDx9vC270DvP+9O7i/tAOxy6qroEed05nrma+fT6E7prenY6gbtdfC087D29vnz+xz9Yf1c/H77uvrN+Qf6UPr/+Sj6Qfu4/WsBhgURCV8M5w+kEnoUVBYUFxUX1hZAFeoTvBK7ELkOFw3vC18MEA71D/sQTBHOEfsRrBIjFI8UUBMYEOMLMQn4Bo4EyAIWAcD/cv6+/HX7n/q4+iT8w/wx/Lf7wvtg+6X5aveA9SL0VPNy8oHxi/Gw8cLxJvJl8pzy4PJR85Lzo/LT8cfyTPRa9in34fYb90j3IPic+d75jflY+j77tPtR+5j6VPqX+j37yvtk/GT9Qv5D/2wA+ABsAY0C+QPbBLIEzgTXBYAHUgkAChIKxwpMC58LqwsVC7kK3ArrCugKgQppCpEK9QkpCXMItQj1CfMKxwuTDAEMlwuVDJENvQ15DOIJJgftBLUCawDv/dr7dPqy+WL5/fiJ+IX4svhD+Dv3kPYM9pT1bfVQ9HLy+/CC78fuDO+x7s3t3+wd7CjsKe0L72jxLvNo9LX0kvQZ9Wn2l/i2+j/8nv1G/qn9MPwD+/z6n/uR/Mv9Tf9QAewDCwd8CoUNew81EdwSNhRXFNYSrhGyEBIQQRCKD94NVgyTCpcJogk9CS4JaAk1CbkI3Aj0CasKiQoPCqMIEQfvBVgE8gK3Acf/B/5s/Kr6nvmK+Y/5sPgT+Kz4wPmX+sz6Pvpb+ST4E/fc9rj2KPbm9DXzlPKR8oPyzvIU82XzhfM387zzYvVD92z4SfmH+mD8bv4NAHwAJQCtANkA/P+q/lT9wfwv/S7+ov8lAZQC1gNjBRMHYQiBChwNRQ4ZDukNpg06DWEMNAsYCvkINQiICH4JpwnDCIsHAAemBkIGZgb5BhQH9gUKBKgBDAB1//T+q/6G/vH9tP34/Qz+Vv4z/iz9Efxs++H6Lvms9jn14/To9HL1HfZa9375+voZ/I39C/+LAHAB3AA0/3P9jPvG+RT4/fZ09tP2y/g5+yv9XP+EAVMD4wT1BCIEiAOhAp4BewBR/in8tfup/FH+w/+vALgB4QJ/A5EDmQO7BH4GSQc9BkYE1gK/AgEE7ARUBU8FnQTCA7kDpAMyA+ACFwOFA6wDdANcA/QDVATAAxEDbwPxA2oECARSAr4AXQB3AGgA+f+g/6r/df8w//X+aP6d/bn8pPuq+kT5Tfhh+Pr4/Pgj+HX37fc1+Xv6yfoQ+mj5yfhI+Cf40fdr95T38/is+gr8Bf0e/ir/DgBwAK0AQwHHATECqQJ6Am4BogDWAMEBBAPsBNIGtwi9Cb4J6gkMC4UMlw24DRwMvAqECtcKwQonCoYJ7AjiBxkHyQbnBS4F9gS1BKwDvwEiANH/6/8IAFL/Ef7//CH8X/vR+hz6Svm9+BD4aveM9pn1T/Vs9Uf1QPWL9T32bPfJ+Eb5B/lr+SX6zfoa+wL75/pi+xb8svzc/D79HP4n/1sAgAEkAu4CEwTjBFsFNgVEBccGwQi8CVUJAQjpBrkG8Aa0BukFIgVlBOcDSwPGAkwDmwQhBRcFUQRBAzgDhQPEA0EDSgJGAZIA+v+1/+f/8f8NADYAhgAOATEB4gD5/17+2vxr+4H7cfzq/OL8Efze+mH6Ovus/DX+rf6s/jb+Tv6w/pn+jv6u/rD+F/4u/dT8Vv2E/Sv99/zw/DD90f2K/q3+0f32/KL80vxl/bj9KP5f/mP+I/7+/Qz+sf4VACYBXAHrAAgBUwK5AywERwRJBP0DxAPMA8IDuQPiA/8DTARxBFAE3wTjBToGEQahBZEEiAMIAwQD0AJiAh0CYQL2AmgDmAPHA0YE3gTiBCAEuwJCAab/Lf6p/Pf6wfn2+J/46vhq+eX53PrX+8v8D/59/nv+yP6N/or9afx0+9f6t/r9+kv7tfsU/Af8Uvw4/Rv+Z/9+AKkADABo//n+1P75/kf/5P78/Vb9Af3+/fj/FQKXBLEGxgcNCHIHywbjBukG5AYbBhkENgLSAJgAngGLAhwDiwPDAyUEBwVnBnsHfAdcBkkErQG7/4T+If5R/rj9z/x5/O78EP6J/7QAbQGjAU8BTABU/9b+V/4U/e36W/in9oT23vZU94D3q/eQ+C36E/yd/YP+9v4s/0T/RP8C/3L+ff2s/Dr8Vvwv/RT+lf46/6//agDpAXUDSgXdBhwH5AWMBKQDEQOYAtkBYwE9AawBAwJnAisD/gOsBFoFlAWwBXwGvAY0BsMEtgJSARUBmwG0AcYA/P+f/7b/MACmACcB2AHZAbAAqP/9/uz+qP8DAB3/l/1s/AH8hPwa/eX8PPyV+wf7Ufsr/Ab9r/3q/Yb94/x8/Nn8w/3+/a79Qf33/JD93/5MAAoBfwCD/yH/bv8BAIYAtgBZAFP/iP6O/ir/GwDfABkBsgBKADYA0gDPARgCBALgAW4BRwHoAVcCaAKYAkwCxwEoAaIA3wDKAacCIwN/A8wD3gPNA/ADxgMGA2cCzgHqAA0AmP/n/ywAUQDuAOwBFQPlAwwE1ANZA8ACEwJcAWgAO//q/Y38k/te+yT7J/uo+/f7GPxh/Gb8PPxN/Pv7QftX+oD51/iA+Dv4zveN93T35fcj+az6Zfvv+gX6h/m2+Sz66fqt+0T8S/wm/In8fP2n/gIA+wBFAV4BuQH6AoEEoQUuBuEFLgUaBdEF9AbWB3EIsAilCNIIRAn5CVMK9QndCDIHnAVWBS0G0AaqBrgFtwQoBPED+APsA6sDQANPAjgBhwDX/wX/T/7c/Wf9+/zC/AL9PP1F/e38U/wR/KL7FvvZ+kj6Vvmq+I/44fhL+a35NfrQ+vP6A/tw+7f7kPtL++X6M/oj+r76evvg+4n7Fvvz+tn6+/qc+3D8GP1W/cn9cP4G/wYAdwF+AosC9AHqAYwC6ALPAmQCCQIBAjYCzAKKA9oDPATcBKoF2QbWB1kIAggfB0UGXgW1BLAE4wTNBDUEOwPyApwDfgRdBY0FLwW9BDkE9wMDBLQDnwL0AF7/Lf6T/ZT9hv37/CD8dPtj+4r7b/tR+/n6avo9+lD65vpa+/f6b/on+gv63/mD+V35nfkK+m76X/r6+ev5L/rm+jr7DPsV+wL7tvq9+uz6f/sK/Cr8Svx//Mv8rP0s/4cAXQGYAdoBEQJ4AggDTwOMA54DfwN0A6AD9QNsBLsENQXUBXcGUwcOCGUIUAgVCCEIPAh0CL4IpQgoCNIHlQeoB2gHIgadBE4DnQKkAsQC6ALwAqoCjQKjAqECmAIgAi8Bk//0/VH9+vxr/Lb70frN+bv4vfeD96P3cveQ99H39Pfv9z34FfmB+Xr5DPk9+KD3G/cC9z33DPeR9l72T/bR9hD4t/mT+8L8if10/pj//gBUAmgDbASRBC8E7APUAxIEMAQSBBUEJwSIBH8FjAaGB2EI1QhMCR0K5QplCw0LTgpsCbIIWAgMCLoHQweDBp4FHgU5BRYGngZNBmYFSgR+A/kCaQKKAfj/2f1S/I37aPuO+6j7dfum+qz5DPkh+bj51vlK+Wv4R/ev9rn2qvZA9nT1oPRa9JL0UfV09jP3nff292/4LvkV+tb6bfuE+1H7Ofs2+8b7jfwU/Y/9F/7m/iQAYgF5AkQD8gOJBMYEEQVzBcYF+wXABX4FdgV9BecFlAZIB9gHBwjSB7cHqwfVByQIEgi6B5sHZAfpBp0GqwbjBrwGFQY+BbQEOATJA3kDzAJ+AWAAvv9+/1T/yP5M/iL+DP72/TD+Sv4g/qb9tvyn+5L6sPkH+TD4DfcH9nb1pPU59uH2O/d29+T3XPjw+Kb5PvqX+pf6A/qI+Yz58vl/+sL6vvrX+oz7nPzU/RX/RQChASwDUQT9BF4FmAW9BbEFXwXrBLIEtgTWBOEE5gQeBaYFjwafB6oIhgnDCdYJIApFCqUKnQrWCaYICwdaBU4EyQOVA5sDRgO2AjMC9AE4AqgCyQIyAgYBLwDB/1H/yP4z/s39jP3e/Dn8EPzR+zv7Svqq+bH5CfqX+hz7Nfux+vH5Rfmj+OP3ZPcv9/n24vYX99f3sfhI+X35ivlQ+Vr55vmy+kz7p/s+/Br9E/7O/oD/4//f/+7/WADKAHMBUgI+AwAEbQSeBNQEKAUbBeMEpASYBBMF5gXHBoUHBQg9CEAIeAi1CN4I9Qi8CDsItwdVB04HiQdyBxMHcwawBRwFlAQTBMgDmgMTAxoCCQF1AHEAWwDE/8/+vP20/Aj86/vu+3X7qvrP+VT5NfkZ+Rf59/hf+Lv3M/cT91D3UfdA9yX35vbY9mj3SfgR+Xr5pvm++Z/5uvkJ+l36w/o6+5r7C/zT/DP+7P9eAT4CmQIVA/MD5gTpBcsGVQeoB6IHTQcWBzkHtQdnCP8IMwk2CZgJIAqoCgwLGgsZC7UK1AkVCXQI7QeVBwYHSQZ+BbwEOQSHA3cChwHcAHUAUgALAH3/0/4B/kj92vw1/Fj7f/rK+QT5YvgH+MP3gfce98b2v/YN93P39feH+Lv4l/h8+Mv4KPlR+YL5efn/+M/4RPkk+t36Rvuo+zX82/yK/Yn+lf9GAKkAqQCDANMAlQGSAjkDXANmA3QDmgPkA10EKgXGBbkFeAVgBb0FnwZNB6AHhAcqBz8HmwfOB80HUweZBv0FgQVSBY8FzwXvBe0FuQWABbsFMAZRBu8F/wSNAzECKQFlAPn/Zf+B/pv9Bf3n/BH9wv2R/gD/Af+2/l3+8f0Y/Qj86Pqp+Z749Pe79673ifeo9y74uPiO+Y/6Gvtk+4L7jful+8D7zPvL+7v7cfvk+nD6efrO+nj7WfxN/Yr+0f8SAScC8gKMAwsEhATcBLsEYgQiBMQDrAOwA7MDDgR6BN8EcAUBBq8GiwdwCBwJNAn3COMIfgjIB+YG8gVQBbcEPwQaBA8EIARBBHoEgQQFBJYDPQO8AlcC5AEuAVsAeP+2/hn+Mf1d/A38+/vj+/H7Qvys/Jn8Hvyb++H6a/ox+vv5z/mF+UD5G/n/+AP5L/mo+UH6h/qv+s/6Cvut+2v82/yT/OL7Xfs8+5P7NfyC/MP8MP2R/Tb+PP9XAHABRwKqAu0CNwOOA9YDOAR4BGYEOwQTBPcDQwS3BAoFggXSBREGXAbCBiIHYgdLBxgHtgaJBqAGkgZeBsIFKAWxBCoEogMpA5ICEQKrAUEBuQAfANL/mP8n/8X+Y/7n/a79Yf35/H/8xvs8+8H6L/p4+dP4kfif+Jj4uPjw+A75Z/nC+Rz6V/qJ+tn6D/tO+5P7ufsD/FX8ivzP/Pr8PP3O/Z7+Q/+5/xQAcQC+AAsBewELAswCUgNtA5sD6wOABBgFIAXoBJ8EVQQ4BAoE2gPCA5UDlAOiA8cDQgS7BPAEEQUVBQ8FwQQxBNUDdgMpA7QCDwLBAb0BwgHKAWcBxQBQAPL/lf88/wL//v7//tr+of54/nv+gf5h/g3+ov0//Sb94vxa/Kf7GPvd+q/6ovqP+qf6QPvl+3X81vzz/Bf9Gf0S/Rb9y/xM/Nz7a/sw+yL7cPsu/Lf8K/3H/ZD+cf8VAIsA6gAaAUgBoAHQAQICQAJ2AuQC+QICA0wDqQMCBH4E5wQUBQYFCAU7BTIFFwX2BPoEJgU3BSIF/QSrBJEEhwRTBBgEnwPRAiECngEzAZQAFADS/4//Zv8+/wv/Bf8H/w7/G//W/qb+h/40/sf95fxD/BH8rvsm+z36lvms+Rj6tvpD+3z7+ft1/Jb83PwW/XT95f0T/vr9rv0Y/fP8A/0T/Sz9S/2+/UD+sf4L/0T/uv9qAPkAVAFCARsBKgEqAUQBMgEeAXoBtgG7AeYBBQJ0AvMC9QLgAqICZgJmAnkCSAIHAtkBCgJrAoYCkQJsAksCGgLJAaABegFGATkBJAELAa8AEwDu/+z/zP/r/wcAOgAzAOz/5v+5/5v/nv+I/wf/Nv6Q/Y/94v0J/tv9N/2p/FD8Nfxi/H38s/z7/DL9c/2H/Zz98v3n/ZX9P/3W/OX8Tv20/Rr+Uv6V/u/+Af8h/yz/Y//P//7/LQBZAGgArQDiAMcApwByAKoAMAGiASkCggLsApEDtAOUAzMDhwJAAkUCUgJPAhkCBgJdAqACrAJhAvkB0wGRAW8BQgHxALUAVQDG/yz/pf59/oL+Tv4k/hD+df75/hz/Ov8W/7z+kf42/qn9Sf3e/KP8i/xQ/Dv8Mvwq/En8VPyd/Pf8H/1+/fL9e/72/hr/Jf8U/7/+Sf62/WD9P/04/Y/90/0S/qX+Ef9//wcATwB9AJEApwDPALoA0QD3AMAAiwBfAIcAEwG+AUwCqgIIA5IDCwQ3BCEE3gPOA7ADTwP2AqgCjAKyAtoC8wLYApgCigKSAqsCywKoAoACFwKCASABngA2ABkA4v9o/+7+mv6x/ub+Cf8g/9n+h/4P/pL9Tf0M/e38tvw//N77qPud+9D73Pvt+/T76vsz/Kb8NP2p/ez9GP4e/gv+3f3N/fz9N/5I/j7+Wf54/vv+fP/0/2IAWgATAOb/9/86AHwAkgChAHYAgwCoAPcAqAEbAlMCjAKkAskCDgNAA18DRQMEA5wCDgKYAWEBYgGWAd0BDQIVAjAClwLHAq4CkQJAAgECvAEuAbIARADh/wQARgBPAFUASgA3ADkAHAD5/8D/dP8y/9L+dv4y/t39mv1j/Rb99/wV/VD9mv3V/fD9DP40/lX+aP6G/mj+O/4z/vr9yv3P/cz99P0r/if+WP6p/ij/rf/i/yoAZwCFAKgAxwC1AKgAgACcALIArQC1AMUAIQGPAdwBNAKJAr0CRQPEA9cDhQMCA44CYAJGAjACEwLiAbsBbwFTAYgB2wEmAhECowE6AQEB+wD+AOIArwBMANb/lP9r/3L/cf81/yP/6f6n/pv+qf7F/rP+qf6W/lz+PP5f/oP+nf6f/pT+ff4W/r39gf13/a/9K/6i/vf+M/9y/7X/4v8JABgABQALAOn/ov+n/7H/uv+x/5X/qP/v/3wAFwFCAU0BYQFuAZgBngGeAaUBpgGYAYYBYgE8ASQBKwE9AT4BXwGBAYoBpQHEAcUBsAGjAZsBeQFDASoBDQEOARQBmgD3/6T/bP+c/ygAawCGAEAA4//E//L/GgAdAA8Atv8j/6f+fP5O/kr+TP4U/gj+Of5u/rb+2f7I/rX+xP78/gT/9v7v/t/+0v7E/s3+Gv9F/3H/u/+6/5r/Y/9q/7H/CwBPAJUA5wAfAVgBbQGVAdYBAAINAgEC1AGPAXMBiwGWAbQB0QHJAckB4AEJAjkCUQIaAvUB5QGsAYABZgEuAcoAjwCdALQAEQFDAQwBzACLAE4AGgDZ/3v/I//D/pH+cv54/pn+vP4B/0n/a/9m/0f/B//a/rP+kP5g/lD+Jv7o/d790/33/XT+xf7+/iX/UP+I/7X/5v8AAAoA6v+3/6f/1v8XADsAagCKAJcAqADNAAcBQQFbAVQBKwEXAe8AwwDvAA8BMgFzAasBoAGXAboB3AEnAnACbAJZAlsCOwIjAg4CsgEwAdoAowCPAHoAewB5AGsAUwArAFMAmgDBAO4ADwHZAFUA6/+c/z7/4P55/hj+uf2e/ZP9mf3i/ST+dP7N/v/+Ff8l/yX/9f5u/tv9bv0X/eT8rfyo/Ab9bf3o/bX+Pf+N/9z/AAD0/+j/6f/Q/+f/BQD8/wMAJQAdAGsA7ABGAZIBygEQAlICjQKNAn8CfAIyAuIBnwFpATUBPQFqAWUBgAHNARoCOgIqAiUCIgILAgwCwgFhASYB0gC+ALQAZgAEALr/eP9t/5b/yf/s/9//pP9b/zn/NP8K/9n+n/4x/vX9Ev5I/oj+sf6q/m3+Qf45/mD+vv4F//D+zv6f/lP+Q/5l/qH+0f4k/1T/av+S/8X/CgBUAFkASQBOAG4AfQCHAJcAiACLAJYA2wAUAUsBcwF4AYUBlAGDAZ4B2wH/ARkC+QHRAb4BwwHSAewBEQIvAggC/wEGAv8BKwJAAvMBlwFfATgBLQEkAfgAkgAbANn/s/+v/6P/cf9W/3H/dv+F/4H/VP8t/wL/m/4I/oX9I/3e/Lb8sPyq/Or8Sf3G/TX+XP5G/jf+W/58/nj+TP4y/h7+Ev4U/jv+XP6e/uj+K/+h/xoAjAABATkBSAFhAZEBwwHNAcUBlAF/AZwBrAHGAcsBrgHHARECOQIOAucBEgJeApUCjAIhAuMB1wGzAZwBdQEeAcQAfQBFAC8AQwCCALcAtABZAO7/sP+M/4n/X/8Z/8D+a/5U/jr+B/4S/kr+df53/nP+sv4A/zv/JP+8/if+vf2g/cL94P29/bn9xP35/Vb+oP7h/hT/Ov88/zj/Hv/J/p/+uf6s/oj+gf6d/vD+Rv+E/67/EgCCAI8AqwC7AJsAiwB0AFQAKwAjADkAkQACARgB9gANAVgBkwGvAYwBYwFkAYgBogGbAXMBWwFVATAB4gCzAJ8AtgDzAAIB+QDqAL4ApgCUAFcADgAHACQAHAATAO//3f+5/3X/F/+e/iT+9f0r/m7+nP7I/sb+wf6Y/k3+/v3v/ff92/29/Y79ff2w/e39BP46/hz+9v0r/on+w/4B/yX/V/+p/8X/qf9t/2n/ev+B/6b/5/9gAN0AIQEPAdUAiwCVAPUAcQHNAQQCFwI5AlkCFwLvAd8B1gG7AY4BWQFJAY4B9wE5AkoCJQL4AcIBggF6AWwBfgGQAX0BHAG2AG8AEQDW/5n/UP9F/3X/rv+//7n/iv8+/xX/sP5M/gr+rf2T/ev9SP6J/rr+wv6H/kb+Cv78/Qr+Df7g/bD9sv3E/Qb+bv7E/vn+//70/u3+Gv9s/7T/7v8JAPn//P8RACIAZgDlACgBMwFUAZoB/gEzAl8CVQIQAtsBygHVAeoBLAKGAuMC9QLoAu8C4gK5AncCIQLOAYsBhgGjAZ0BlwFSAfwA8QDUAJUAZAA7AAwAyv+e/13/C//U/oD+Iv4Q/gn+If5b/l/+Ov4A/pz9S/04/SH92Px6/FL8Uvya/DH9if3C/cz9l/1C/UL9dv2s/cj9vP2b/aH97v0p/nr+0P71/i3/g//Q/xsAOwAkAAsAHgBLAFAAYwBuAIIAuwAgAXMBxQEQAi8CGgIGAgEC2AHjAfEB4QHtARACKgIrAhMC7wHjAfIBFgI2Ah4CzAGsAZEBYwFCATMBGQHoALkAlQBUAC4ARwA9AFQAPwAoAPz/tv+X/2T/XP99/6X/vf+o/0///P7T/rj+fv4+/un9o/2X/Zb9vf00/qb+sf5//kn+DP7w/Q7+Hv4g/gD+1P2o/bH97/0f/lv+uf4O/2r/p/+o/8T/5//m/+3/xv+K/4X/mf+4/wIAiQAJAYMB4wEjAmICZgJ6AmUCJQIGAu8BFwIXAhcCMwJaAp4C8wItAyUD9QLRApkCaAI2AvgBvwGNAXQBVQEdAQEBFQEAAeMAvgCOAE8ADwCj/zD/+f7F/oD+Uv4i/v39vf2O/Zn9tf2x/ZL9i/0n/dD8qvyo/Nn88vzV/K78n/zQ/D79ef2L/YD9df2R/cX9C/4+/mT+pf7+/jr/k//i/xUAOABwAHEAhQCpANgABwEGAS4BcwECAq0CLAN6A54DpwPBA8EDqQObA1kDIQP2As8CqQK2AtgC4QK4ApwChQKUAqsCsQKeAkEC7gG1AVMB2ABfAAMA4f+1/5//e/9T/0n/HP/U/on+Xf48/hL+3v28/aT9kv2B/UX98/y4/J/8ifyJ/JH8lPx5/Iv81vwg/Uz9av2H/Z/9rv3b/Sz+hv7V/gP/+v7g/tT++P5D/8L/SgCuAPMAKAFPAXQBuwH7AS0CVQJ5AoMCcAKYAs8CDwNJA1wDYgNcA1MDVgNGAzkDOAMZA/kC2gLEAsACqwKRAnACPgIfAhYC7AG0AXoBRAEnARIB4ACJADEA0/+I/1X/Nv/6/tL+xv7R/sL+iv5e/mL+C/7Q/cf9z/36/Qb+6v2n/VP9HP0S/Qz9FP0g/TH9Q/13/cv9D/5E/kr+LP4J/h/+Nv5n/rL++f5V/5D/y//v/wEAPACVANMA+wAdATYBYAGEAZ4BwwHmAQIC8AHDAeQBJAKKAusCJAM0AxsDBwPrArACeQJMAlgCbgJaAmYCXgJAAg0C4QGVAWUBZAFnAV4BMQH0AMQArACXAE4A6v+D/w7/s/5u/kL+I/4C/vv99f3J/aT9j/1y/Wj9df13/WD9L/0C/eD8kfxT/Cz8Ivwn/Ef8jvzb/Df9t/01/o7+4/7f/rX+t/62/sD+5/4u/4r/3/8rAHQAywAtAYkB4wENAikCewK1AsEC0gLVAv4CMAM1AzADHwMiA18DnAOJA3gDVwM3A0wDNwPvAq4CgQKCApMCiQJ5AkYC/QGfAUEB5gCLAFAAHQDq/8z/uP+J/1f/F//v/qj+Z/5f/i7+2v2a/Ur9Lv0r/RL98vzW/Nr85/wY/TD9R/13/Zb9kv1N/dX8i/yq/OH8I/1u/Zv9y/0T/mj+1P41/3j/wv/t/yQAXQCYANoAEgFCAT4BSAF4AcEBBAJCAnwCuwL0Ah8DPgMsAzQDcQOzA9QD2QPbA9gD4QPfA6QDXAMRA84CngJlAjUCLgJNAocCfQIxAtMBeAESAbEAVAAAANj/pf+I/2P/Dv/k/sX+eP4k/t390f3+/Sb++/3O/ab9X/0d/dr8qvyq/MH8z/z+/EL9Zf2e/e39A/7j/an9df2I/cL9H/5k/oX+v/7+/jH/bv+2/+b/GgBCAFcAeAC6ABoBWwGaAagBlgG2AcEB1AEgAmACtALwAvsC+ALeAr0CqAKUAqYCoAKSAsYC7gL0AtQCdgIoAhAC8gHVAaEBYwFHASsBCgHTAMEAowBUAPP/nf9h/0D/PP8U/+f+wP6X/pX+iP5q/if+2f20/X/9XP1X/UX9Ov0Q/dj8tfzF/Az9W/2I/Xz9Yf1M/Xr9tf3S/cn9lP2H/a/91v0n/pj+Ff9S/2L/kv/C/w0AeACoAJQAigCVAMQA+gArAUwBdgG1AeAB8wH9ATICewLqAiADCAP9AtcCywLEAqgCewJcAoUClAJpAjAC6gHgAQMC4wGxAV8BIAENAeQAswB5ADkAFwDw/47/I//D/pD+jf6y/sX+uv6K/l7+R/4M/tL9uv22/av9PP3c/LD8yPz9/P/89/wI/VH9xf0Y/jP+H/74/Rf+P/5U/mD+S/41/lD+bv6Z/vT+cP/r/y0ARwBaAJsAEwFgAV4BUQEUAQcBLQE+AUIBdgHWATUCTAI4AhYCEQJJAnsCjQKiAosCVQJHAgMCsQF6AZABuAG4AaABKgHrAAkBIQEYAeUApACDAFoAHwDl/6b/m/+g/5z/Vf8I/9D+uf62/or+h/52/lz+Zv5E/v790v3Q/ev96f3G/aX9qf3V/en98/0M/hz+OP5o/mj+WP41/k/+mf7R/vv+C/81/4r/cv9Z/3z/vP84AMIA/gD8ABABGAFCAWQBWAEkARoBZgGZAaYBpgHAAe4BLQJRAlgCTgI+AjcCOwJOAn0CpgKZAj4CqwEkAdMAzgAUATgB7wCaAHEAagCGAJgAiABxAFsAAAB//zL/Ef/p/sz+sP5j/iz+GP4M/gj+6v25/dH9+P0J/vP90f24/a79oP2b/Y/9uv38/Qj+Dv4K/u/9IP5u/rH+0v7L/tb+0f7X/vv+JP+o/0IAhgCAAEsAOgCEAMEABAEzASwBIgEVASIBTQFfAZUB4AHkAdcBsAGTAd0B/wEJAvwB5AHIAa8BggGAAV8BZwGKAVkBNQHSAEcA4v+z/5//lv+A/4P/if9y/1f/Mf8m/yj/6/7F/p/+Vv4p/u79lf1g/Tf9PP1B/U/9cP1g/Y/93f3o/Q/+Bv7o/ez9q/1i/Uv9cP3I/R3+dv7p/hz/Qf9N/0//cP9h/4L/yP/d/wYATQBvAMoA9AD6APAA4QAJAW8BwAEpAn4CnAKaAlsC/QGzAYMBeAGFAY8BvQHdASICNQIAAtMBggFAATkBOgE0AS4BLgEwAfIAoQA4ALD/VP8L/+3+Cf8j/zn/bf9t/zj/DP/m/tz+sP5o/mX+TP4s/iD+AP7Z/br9wP30/Q/+Cf4V/in+Z/65/u/+Nf8X//H+3P6y/q/+8f43/3D/lf+0/+n/CAA+AFEAXgBdAEsAegDEAO8A9wDtAOsABgEnAT8BZwF/AZwBpQGnAa8BsAHhAfQBrAFjAQMB1gAHAQkBNAFsAVEBQAEIAakAhAB2AIUApQCCAGAAGwDV/8f/tf+H/37/NP/7/s3+8/5q/8T/AADT/z7/tv5x/mv+nv6g/nz+bP5u/o/+rv67/s7+0/60/rn+sv7b/h7/a/+y/7j/h/9Z/0j/TP93/7H/4/8OADIARwBKAI0ArwC2AOgAyQCeAMcAzQAkAZ8ByQG6AY8BZwFJAUABYQGOAbsB6wHYAegB8wHYAeYB8AHBAW0BGgHyAAcBFgEgAREB/wD6AMsArACzAKsAzgDVAKoAVADg/5L/b/9S/0X/HP/d/rL+k/6l/tz+Cv8q/zf/A/+8/pH+lv5+/nz+c/5F/jH+Hf47/nr+vP7L/t7+LP9j/4L/l/+O/4r/eP9z/4T/p//b/wYAJgA7ADwAcADxADUBLwEBAcMA3AABARUBSQF4AZABqwG0AZwBigGBAY4BcwFOATYBGwEQARcBLQEXAfgA9QARARsB8QC8AJoAmQBzACAA4/++/6//jP98/13/S/9p/7b/BAAfAAwA0P+P/z3/+P77/h7/QP8o/9D+f/5w/q/+IP+P/9b/vv+R/3v/S/82/0j/VP9j/3z/ef9y/3j/pP/8/0UAYgBDAC8AMAD//+P/CQAqAHcApgCRAHgAXwCFAM4A5wDtAOAA5QAMASIBBQHrANAAxQDaAN8ACgEnAS4BFgGyAFoAEQAWAFwAhABpACUA3//r/1YAcQBYADUACwDg/7P/pf+R/3T/cP9z/2b/UP8l/zD/dP+C/43/mv+R/6P/e/88/wb/CP8v/yf/LP81/zH/bf+g/53/of+e/7L/1f/W/9f/4v/e//f/CQARACMAPQBuAI4AgAB7AHoAfgCPAIEAYQBQAG4AwQD1AAoBKAEDARUBTAE2AQMB5QDTANcA4QDTALkArgDJAOcA0ACSAGQAbwCBAFcALQAcACEAPgBKACYA///z//L/2f/Q/97/yv/g/+b/wv+a/2f/Vf90/4D/if+O/4b/mv+e/4L/h/+P/9H/2v+c/3n/TP8u/1r/n//P/+b/4//l//j//f8UAB8APQBUAA8A6//w/y0AtAAPATEBAgGvAIEAUgBAAFsAaQCxANYAtgC7AL0AyQD6ABQBCwHtAOEA5gDkAOMA6wDSALgApgBdACoA//8JAEsAgQCOAGQAVgBpAEoA8f+e/2L/bv+b/7j/FgBDABoA///m/8L/s/+K/4P/a/85/yb//P4f/1r/Yf94/5f/if+3/83/r//G/9//8v/R/6D/Uv8J///+L/92/9H//f8QAEwAXgBMAFgAYgB0AGwANAAFALj/2/8JACUAPwA0ADAAUQBnAEgAPgBAAHkAsQC3AKIAaAA/ACIADgAxAEcAJQAoABgA7v/s/+r/CQA3ADQAMAAFAAUAMwANAPT/tP92/4X/jf94/2j/Zv9s/6D/vP/V//n/AAAIAP//9v/Y/5v/rv+k/3b/SP8F/wn/HP8p/2X/m//B/9j/zv/i/9b/sP/J/8T/iv9I//D+1P7Z/hD/b/+t/8D/zv+y/5n/ov+a/8H/sf98/2P/Rv84/z7/WP9u/2v/ff+0/83/8v/3//H/EQAkABEA9f/B/4n/Y/9j/5L/sv/s/yIAOAA/ADEAKwA6AB8A9P/r/97/1f/Q/9b/wf+o/6z/0P/f////EwD5/w4ADAAYAC0ABwDT/5r/Yf9R/zD/PP+G/7H/wv+4/5j/gP9y/3P/qP+4/7r/sf+m/4D/W/99/7//4//M/6b/eP92/53/3f/1/wAA7f+9/6H/lf+I/7//BgAYAEQAKgAYAB0AHwAfAP7/0P+q/87/DQBEAFUAdgCaAKAAtgCpAHMASwAdAAAA+v8BAAkA/f/3//j/6P/h/xsARQBwAH4AbwB+AGcAYQBBAP3/tv+d/7r/2P/l/wkARQBNAF8AaABNACYABADk/7j/jP9v/3L/sf/5/xEAIwApAAcA+v/5/9//7v8JAAUA7v+2/5r/oP+1/8D/mv+N/4T/jv+u/+H/9v8EAPr/0P+p/4f/i/94/3r/kP+s/9//IwBAAEkAFgDL/7H/sP/Y//L/7f/c/+z/KwBXAF0AVgAvAP7/1v+6/8b/+v82AGIAUAAZABIAIABKAE0ABQDi/9T/5/8NAAQA1v+l/47/kP9t/2f/rf/q/xYAJgDs/8H/s/+G/23/R/8Q/+T+//4Z/yv/V/+W/8n/2//e/6f/jv+c/7r/2f/D/2H/F/8S/yP/LP9X/3P/gv/I//D/6v/+/yIAIQAOAOL/sv+Z/7f/1v+x/6//vf/l/yEAOAALANX/2P/v/wsAFwD5/+j/AwALAP//2v+g/3j/jf+y/73/1v8GAB4AFgAFAOT/8f8eAFAAJgDm/7n/p//t/xkAAADq/9j/uP+v/7//yf8ZAF8AcABUAAwAv/+Y/6T/of+V/43/pv+y/9v/AQAAACsASgBBAAoAv/+y/7v/zP/V/5//ev+K/6//1//p/83/vf/X/+f///8kAFIAWQA+APn/jv9k/6b/BQA3ABsAxf+x//b/UwCKAIQAagBJAEAAQgAUAAUAQABFAF8AWwAtABUAJABXAHoAdAByAH0AhgCAAHMAkAC4AMEArwBgAP//2v/Y//T/EQALADgAgADFAPIAygCnAIUAYwBhAC0A/P/u/wYA+f+4/1r/Xf+0/xAAZQBCACUAHgATADYAUAAyABUA5v+o/1T/Mv9U/5T/6/8tAAIAyP+3/8P/BwAaAA4AGgArADMADADm/+D/5P/4//v/pv+K/83///9HAGYAPgAYABgAJQBAAFMASgBJAGYAeQBfAE0ARQA7ABgA2f+//x8AdwDnAO4AqwChAIIAZgBSACUALABNAE0AjACLAGAAfgCgAJgAYwAkABgADwA3AGYATAApACIA/P/J/4j/U/9x/7P/6v8ZACUASQBGACYAHQCl/1D/Ov8b/2r/pf+U/7H/v/+7/7z/yf/m/+T//v8TAOH/zf/1/wUABwDQ/3n/Yv+D/7D/8v8aAGEAfACOAJ8AewBPACYAFwBUAGYANwA7ADwAXAB1AGUAhgCaAK0A3gDSANQA/AAgATkB/gCSAEcAMABZAJAAnAC0AK0AzAADARUBQQFhAUEBFAGoAEEANABJAGQAaABWAD8AJgAhAGAAbACAAIIAYQBNABkAHgBfAHwAaAAWAKH/eP9q/6P/EgAVAA8A3/+d/7H/uv/O/woAGQAAANP/nv+j/8L/8v8gAPj/vP+X/0j/PP85/1H/nv/z/zkAXQBRACwAEQA7AIoAWgBaAC4A5v/J/9D/5P8kAE0ASAA+ACwAVgB+ANkAEgELAd0ApABeAFUANgAtADsAMABLAFwArwALAS0BKwH1AGMADADr/7r/2f/m//n/JQArABkADQAAACEANgBSADgA3f/A/5n/lv+m/5f/hP+D/1z/N/84/47/9P8SAEEALgDX/6X/hP9r/4f/k/+t/9D/xf+3/87/6v8hADQANwAOANT/6P8EADgAnwDWAMEAjwA6ACsASgCFALkAlgCRAIAAVwCWAM4AuACsAJUAiQCNAJIAyAAQAR8BEAHCAIwAYwA9AF0AagBZAEYALwBGAIQAigBkADsAMAAOAMb/pP+T/4X/uf/M/7L/w/+z/6X/jv98/4f/p//T/+j/y/+r/4//bv+Y/5D/av9f/0//a/98/2v/hf+1/+P/7f+9/57/iv+h//3/KAARAAAAvv+K/3f/gv+l/8X/9v/4/9f//v9bALkAGQEOAdQAmgBcAFwAkACiAJMAjQCGAIcAiACxANsABQEnAf4A3gATATIBQAFLAQYBpgBSADkAOQBAAHEAkgCaAMgAvQCJAHoAYgBaAEIA/f/U/6z/pv+x/7H/5v/s/9z/y/96/13/k//A/93/6f+d/1L/JP8a/y7/H/8y/yv/Kv9b/2L/cP+b/73/0v/H/4r/b/+B/4X/jv+w/9n/6f/3//r/zf+0/+T/8f///zMARgB0AKcA3ADuAMMAkgBJABEAKgAsAD4AaABIAEAASgBaAJQAvADSAMEAlwCXAIIAfwCYAHEADwDn/7H/g/+j/7r/6v8RADQAPAA3ADcAIQABANn/of96/3X/Ov/+/vz+E/9j/6L/y//S/6T/of+h/6P/q/+a/5X/jf9K/xH/Af/x/v3+//4P/yn/Tf93/5D/pf/h/+r/9P8kAOL/pv+N/1//d/+m/8f/5//x/w0APgBQAHEARgA8AH8AhACdAKMAjACaAJoAgwBjAFkAXABnAHUAgwBbAEMAhQCqAMkA4QDSAK8AjABrADEA9//n/wQAMQBJAC0AAgD5/+L/7v8AAPv/AADp/8X/jf+J/9H/4v/X/8H/S/8X/zf/W/+p/9f/2v/V/7f/jf9s/z3/X/+b/7b/sP9s/2//nv+s/7X/of+Y/7P/4v/w/wAAEgAhACUAIAD+/47/dP+m/6L/mf+///n/VQCgAKoAfAAtAAMAJQBLAFgAVQBhAF0AMAAXAAoACgAuAHQAlACEAH8AngC1ANAAuwBsAFsAXQBMADMAMQAzAFEAdQCWAH8AQAAxACwANgAvAB0ANgBoAD4A6f+n/3r/kP+w/6T/hP+B/5//vf/Q/83/mv+q/8//uv+J/1T/Mv9S/4P/cv9O/xX/Ev8m/0b/M/87/4n/xf/a/8//zv++/9f/AAD0/67/gf9d/2D/ZP9U/03/g//Z/xgASwAwADIAWQBpAGQALAD8//v/AwADANb/uv/W//L/9v/1/wMA//8pAHMAbABRAEkALQBEAFIAFwCc/1X/if+a/7j/2//O/+X/9f/f/83/w//N/8v/rP9z/zn/Sv9X/1z/YP88/wf/Bf85/1D/UP9f/4D/sv/Y/7L/dv9B/x7/Gv8H/xL/Nf9L/3X/b/9r/3T/dP/C//n/9v/g/+X/1v+Y/3r/Xf90/9n/IgD2/6X/cv+C/8z/JQBVAGEAaABTAAYA2P/q/xkAUABzADkA+v/Z/8P/DwBkAGYAagB3AEUA/f/I/6v/v/8KAE4AWgAkAM//ov+o/93/EgA6AFYAJwDN/4P/g//O/xkAIwAKANn/sv+i/9L/9v/L/6X/tv+n/6v/zf/y/w0ABgD2/5T/Vv9n/5r/3v/a/6T/iv+3/9z/z//R/+b/8v/l/8j/pf+s/+D/HQBgAFcAyP9m/3n/lf+w//f/HAApAFcARwAwADgARgBBAC8AAADO/8j/CgBSAFsATgBoAI8AwACvAGkAVQBgAIIApACBACcA7//+/x8AOAB2AI4AkgCdAJEAQgASAB8ATABaAD4A6f/P/wsAIAAuAA8A2//C/+H/EwAaABcAGQD7/8n/df8o/0b/gf+b/5z/wP/L/8b/8v/c/3z/VP9g/1D/Uf9P/2X/of/w/xcA9f/T/7H/tf/s/wMAyf+6/7b/vP/I/7n/0f/9/zUAMQAQACwAUQB7AMcArABBAA0A1v+Y/37/cf+f/zAAyAAHAfsAugB0AFoAaABUAPz/tf9t/0X/Vv9s/8z/PAChAJQANQAEAPH/FACBAIYADQCk/zv///71/h3/Yf+T/8n/5//V//P/SQCYANAAgQDt/7H/p/+1/67/j/+L/6P/xv/M/9T/9P8aAE0AggBVAPb/8v8wAGUAeABhACgA/v8XACQAIgBCAHEAfAB3ACgAAAAfAEYAdgCBAIgAjwCTALYAqwB1AHQANwAEAO7/nf9t/5f/8P8zAEoAXwBdAEoATwAvAP7/AAABAO7/vP9Q/zj/Wf+D/63/ov+U/3j/gf/O//f/+f8YACMAAgDd/4j/Nv83/2z/hf9+/3z/cP+S/9//4/+6/8z/3//2//n/yP/F/9P/CQAyABwA/v/T/9H/GQAtACQANwAyAEcAbwBDAE4AkgDDALwAfQBYAFAAZQC5AL8AiQCJAIYAkQCSAHkAdgCYALgAvwCaAIYAigCkAMoAuQBvAFIASQBNAGsATQBvAJsAtAB6ADYADwDo/w0AQgALAKH/lP+q/+r/NQBHAEIAMgD7/8z/pv+b/7T/1f/y/9f/m/95/23/lf+8/8n/2//s////+f/x//T/BAAEAOb/jv9c/6P/7v8eADwAMwBDAGAAkwCeAHgAZABWAFkAcwBoAEEASwBUAFwAXABZAG4AuADnAPIAvgCLAIYAgQCyAK0AgACHAIIAcwByAIUAoQDBAKgAfQBOACUAPABKAH0AhQB5AHwAcwBBAB0ABQAIABIAGwA0ACUAMwAsABIA6P+o/4//y//V/9r/7/8BAAwAFQD2/93/tv+F/4D/W/9r/6v/1f8nAGoAYwA1AA4AAAAAAP7/6P/F/9b/8f8aAF0AgQBrAHcAiACDAJ8ArACyANIA0QDMALgAlgBjADsATQB+AK4A6gADAfsA7AD1AAUBDwH7AKwAPgDk/87/6f8vAH4AqwC3AIoASwAtADYAVABjAGwANwDW/4b/af9o/4D/kv9k/1D/VP9g/5r/9P9BAGEAQwDs/57/hP91/03/Pf9G/1n/fv+2/+b/GAAgAPj/zv/W/9//2v8eAF0AWgBRADsACwAHABYAFQAdAB0ABQAOADwAZABrAGsAfQBzAG4AlgCbAJEAmACdAMsA5QC8AHEANwAhABIASACKAHwAhQB+AFEAfQC6APIABgELAc0AgwA/AAoAAwAWAA8A8f8AAD0AYwCqAOkAuwCGAFUAJwAQABoALAASAPr/wf+G/5D/xP/P/xMATQAZAAYAHQApACMAAADT/6b/ef9f/1P/cP+c/7D/1P/t//P///8uAD8AVAAbAPT/yv/c/wcAFQA6AFIAFADi/xAAGgBBAHkAnQCMAE0AGQD6/xwARAAvAEsAUgA4AFMAYgBHABIA5v/R/+b/5//2/+z/1P/F/97/CQBZAFMAGQDR/27/Yv+x/xgAVQBSAP//if9E/2H/rf8SAE0ATwA1ABwA//8FAP3/2v+9/3//ff98/6H/wv/U/wMAOgAzAPz/xf+C/27/hP+4/+r/DgACAM3/lP+C/5X/p//U/8T/o/+u/8z/0v/8//z/2P+q/4n/kf+c//z/TQB3AHwAPwD8//H/5P/q/w8ACADU/+L/NgB7AMQA+gDSAHMACwCJ/5P/FwCpAAsBEwHDAE8AAwANAFgAlQCrAGYAEwDz//T/QQCZAJ8AegAJAJD/Xf9n/67/7v/7/wcA9//T/9P/d/8+/y//A/8o/1n/jv+p/7T/xP+z/5X/cf9N/yz/Qv9Q/3b/zP/h/77/jP9r/2H/Tf9D/0//Rv+A/8X/8f/5/6n/T/9S/13/dP+N/57/uf/A/7r/vv+5/8X/uv+W/8j/jf+P/+j/5f8XABQA5v/k/9j/zf/L/63/u//L/8n/+f/+/yoAVAA1AAEABwAAAAoAEgABAA4A9/8SAEIAQgAuABoADAAeAPr/9P/b/7D/uv+3/8H/z/+//+b/7//s/xQAAwD+//7/qv+Q/4v/ZP99/3b/Of84/x3/Gv8j/yr/U/9b/2r/lf95/3//bP8g/zf/EP/g/h7/3/7t/g7/EP9M/1j/of/0/+b/x/+//5//wP+7/7f/EAAMAAgACgD+/x4A//8gAG4ATQBDADIAHAA/ADgAMwBRAEQATABaAFUAYwAzAD8AeQBdAGcAbwAQAPj/n/9v/8r/+v9AAEkAKwAbAOL/8/8nAO3/zP+K/x7/J//o/vX+jP/T//D/+v+o/5n/h/+c/93/g/9Q/y7/HP+L/4j/j//L/4P/Tf84/0r/qf8MAGkAkwAmAM//mP+c//j/x/+a/5r/Zv+V//b/UQDJAM8AugCdAPH/tP/G/+r/VwBjADkAIgAHACIASAB5AJMAawCAAJgATABqAHQAXACzAIUALQARAM7/7P8JABkAUgCBAMUA5ABrACUA6P+s/8D/mP+U/+v/9f8bABoAy/+z/5b/uf/f/4T/dv+H/3z/s/+O/1z/Yv8t/yX/I////kT/a//C/9v/Y/9I/2D/Sv9b/zX/Df8+/0r/nf/e/8f/y//Y/w4A3P+C/6//5f/y/zkAHwAfAE8APgBrAHcAeQCYAKMAzgCoAEMAdwCyAMkA1QBuABsACAAZAH4A6wAfAUsB9QCjAC0Ar//t/1kAhQC2AEwA4P/P/8v/BwAqAEEAPAD1/7X/b/8k/5f/9P/j/+z/kP83/0b/ev+2/6f/j/+h/6P/r/+g/z//gf+r/7L/rv9F/z7/pP/R/+D/3v/8/yEA7//n/83/g/+t/+r/6P/y/7//1P8pACQABQC5/77/2//Y/xAAGAAAACcAGQDy/+X/xv/t/ykAFwDP/4D/cv+h/9H/DwD5/6D/3P/n/8H/4v/f/+//QQBGABUA2//L/+j/4P/V/7n/xv8YAEYAMwBHACUAOwB+AKkAgABWAFQARAD8/8j/6P8xAK8AwQCMAFMAIQBpAMsAKQEBAZgARQAHANH/uP/G//7/cQCmAIYANAAJACwAtgDaAH0ALAAnAEEAMwAiANH/uP/9/xYA+v/O/9D/GQBrAHUANAAbAFQAggBWAOP/Tv9R/7z//v8YABwAIwA3ADwABQCA/23/AQBnAIUAVQC4/4///v8uAEkABgDG/7z/uf/W/93/CgCMAK4AhwArAKH/r/8fAHAAWwAVAAsAQgBnAFQA8f/K/zMAZQBuAGQAEAAtAJ4AvQCIABgA+f83AGEAeQA3ACYAnQDPAL8AiAA4AGQAsgB0ACwA3v/o/2AAsQDHAF8AKgBrAHMAbgBVABUAZwC7AKEATQDk/w8AqADZALYANADo/zMAZwB6AEwAEwBaALUAkgAwAOL/BwCDAKYAfAD0/73/LQBYAEoAHwDC////YABHAP//ov/D/w8AOAAzANL/rf8RAAQAs/9c/xv/xP9jAGoAIwCl/5n/BAA4AEwA5f+4/wIAGQAFAMr/mv8BAJcApgBdAL//s//2//7/JAAdAB0AaQBMAPD/i/9A/6P/KgBZADYA2v/9/24AdABPANv/o//l/9j/1P+y/6X/GgBtAHsANwDZ/wUAHwAXAN7/ZP9p/xgAsQDzALcADQDd/+X/2//q//D/VwC2AJ0AZgD2//P/cwCmAK4AVgDv/xEAbACoAMkAqgDRAPcArwBRANP/8P94AMEA1QClAHAApgDKALsAZADf/wUASgBkAGEAHgArAIMAcgA9APb/2/8OAEgARAA0AOj/JAB6AFsARwCu/2D/n/+e/7r/xv8AAIkAjgBWAA0Amf+4/+L/1//J/3H/ff/f/+T/9f/S/7D/5f/r/+//5f++/w0ATgBPAAUApv+6/xkAIAAAALb/of/7/zUAYABIAPD/CgAHANj/zv+U/9b/agByAFEA7/+5/wIAAwAaAA8A//8LANX/wf/u/+b/GgBuAF8ACABs/1r/1P8OACUAMwAyAEgAIQDy//j/wP/i/xQAJQASAMT/yf8aAC4ANgAZAMb/vv/Q/9f/9P/2/xMASQBHAAAAp//T/yYABgAAANr/yf8BAAAADwAcANT/p/+c/6T/xv+q/9L/IAD9//T/zP+q/8j/tv+i/6H/jP+E/4D/of+3/5n/sP/T/6T/mv+S/7H/+/8LAPP/1f+b/2X/VP9o/47/j//P/8//lP+I/2b/gf/3/ykAJQDV/37/ZP9h/6H/x/+x/+3//f/M/9X/x//f/wAA8v/p/9v/3/8IAAIA+//W/6j//v8mACEARgAqAPv/+//r/97/KwB3AJMAbgAsAP3/z/89AI8AoQCkAGsAPAAfABAAMABWAHYAfABeAEgAEgDw/zwAXwAzAC4AJgAQACkAGgD///3//f8SACMAHwD5/+H/0v+p/2L/kf/U/yMARQAKALr/T/8p/z//gf/B/9j/rv+u/2f/Mf89/2D/pv+y/3r/G/8W/0f/mf/i/wsAAwC//4P/Qf8q/1j/mP/W////2P+y/5j/q//D/7f/xP+k/6H/3//v/9z/AwAAACIAFgDt/87/yP/0/woA+v8IABkAKgBgAD0ACAD5/w4AIAAuADUASQBhAHQAYgA4ACAAGwBkAIUAkABtAEsAQQBOAF0AXQBcAF8AeQBOAAAA8f/6/ygAgQByAEwAFwAAACAAEgApACYAKgApAN7/ov+k/7T/CgA/AAsA2f+r/57/xv/b/9P/zP+t/6j/hv9d/2b/bP+Q/6n/kf+P/6n/w//W/7P/hv9o/13/ef+b/5H/kP+N/6H/vP+s/77/1P/o/+7/w/+i/67/0P8LAA8A7//P/8r/xf/Y/8H/o/+//8r/6P/e/83/1//l//n/6P+//6//sf/L/93/0v/u//j/9v/r/6n/pP+t/7n/2v/F/8H/2v/7/xwAIgDm/7//nf+K/6n/rf/I/9r/7f/v/8n/rP+t/87/0v/G/6v/k/+S/8n/BQD3/87/vf+e/6X/pv+d/+T/DgBEAC4A1v+1/6//v//X/9f/0v/R/93/9//0//7/FwAiAAkA1P+V/3n/jf/Y/w4ACAD3/8r/sv+Z/4r/jv+q/8D/xv/B/7r/pv+R/5H/kv98/0T/Q/9W/3j/jf97/6f/qf+F/2H/Hv8Q/xr/Rv+C/23/Zf+B/4P/kv97/2j/W/9N/0n/N/8s/1f/jv+4/8H/nf98/2j/iP+q/7L/4P8CAAUAAgDm/9X/1v/u/wMACAD3/+n/FABbAIcAmQCRAHQAVwAoAAYAAQAvAGAAewB4AFIASQBXAGoAfwBgAEMAQQBJAGAAVABCADcAOgBGADkACQACADcAUgBeAE0APQA5ACkAIAD8/+v/8P/7/w8AAwDx//f/DgApAB0A5//K/8D/tf/G/8j/q/+2/73/qv+L/2v/c/+S/6v/vf+o/6X/qP+0/8n/tf+1/8H/vv+m/4L/ef+W/8P/7f/i/6r/oP+Z/5j/y//v/+7/+f/f/8X/uv+r/97/FAASAPv/xf/E/+j/CAAjADAAPQAtAB8AKAAIAP3/FQAdADgAGADw/wwAEQAfAD0AKAAVABoAHAAiAAwACgAhAC0AMQApAAsABQAmADgAQAAoAPv/9v/4/xAAHgAuAEkARgA+AB4AAwApAF8AdgCBAE0AJAAzADwAbQBwAGgAbwBcAHMAdgBoAJQA1QC2AKQAcgBcAGgAfACtAKoAqwChAJYAmAB/AFoAcABoAFoAbgBhAGAAYQBjAGMANQAKAAIACwAoAC4ABwD4//r/+//1/+H/0//H/8H/tv+R/4z/rP++/+D/4P+k/4//hv+A/5T/h/+Y/6X/uP/L/7n/nf+a/6D/tf+9/5r/rP+7/8n/0v/Z//T/DwAgABMAAgD4/w4AOABZAFQAMAAzACcAJABDAEIAUgBuAIMAqACeAHsApgChAKkAngBSAFkATgBQAHUAfgCWAKwAyADFAH4AXwBhAGsAfgCHAHMAfgB9AGMAUwAtABAADQAuAEwAQAAvADwAIQALAPr/0f/h/+L/xP++/6z/p/+1/73/xv+Z/2z/cf9j/2D/RP8W/yX/S/91/5b/fv9G/xz/DP8m/0b/Yf9x/0//Iv/y/tD+E/9S/37/l/91/0v/N/9N/5r/sv+n/5r/VP8+/z//Wv+w//r/GAAoAAQA4v/W/97/AgD8//3/HAAfADgAUgAzAEYAWQBSAFcAYABhAG0AigCZAI4AmQCJAHsAfwB6AHkAgAClALQA0ADbAOUA9wDWAKYAdgBqAIYApADCAL4AqgCWAJQAlQCKAHYAbwCKAIoAjACEAHkAfABlAGEAWwA7ACsALwAsADUAPABcAHQAgAB9AFAASQBEAD8ASwB0AHkAgAB7AG8AXwBMAGUAawBmAGIAXQBQAGAAVQBQAFsAagB3AG4AXgA/ACUAMwBNAHMAggBWADsAEwACAA4AHQArADUAOAAxACoAGgAqAC4AGwARAAQA6f/s/wkAIAAjAAAABQASAPr/9v/5/wMA/P/s//n/DAAlAEEANAAiABUABwAiAEYAVgBXAGwAggB5AHIAdwB/AHUAmACiAJoApgC4ANwA6QDuAOEA2QDSAL4ArwDaAOEA7gD4AOsA/wD/APYA7gDIAK4AtQChAM8A4ADMANAA1ADFAKoAmQCBAGYATQA8ADQARABAAD0ARgAsAAEA+v/r/+v/9//2////+v/x//r/7f/J/7P/nP+u/7r/tf/S/8r/vf/I/9H/1f/S/77/uf+T/3L/df+V/8b/w/+r/53/hv+E/7H/0f/j/9b/z/+7/7D/uv+//93/9v/v/9b/0P+5/w==" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 403-406

6.4. Result for RTFMVDR with `rtf_power`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 406-411

.. code-block:: default


    plot_spectrogram(stft_rtf_power, "Enhanced Spectrogram by RTFMVDR and F.rtf_power (dB)")
    waveform_rtf_power = waveform_rtf_power.reshape(1, -1)
    evaluate(waveform_rtf_power, waveform_clean[0:1])
    Audio(waveform_rtf_power, rate=SAMPLE_RATE)



.. image-sg:: /tutorials/images/sphx_glr_mvdr_tutorial_008.png
   :alt: Enhanced Spectrogram by RTFMVDR and F.rtf_power (dB)
   :srcset: /tutorials/images/sphx_glr_mvdr_tutorial_008.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    SDR score: 15.424590278312223
    Si-SNR score: 13.03544089039682
    PESQ score: 3.488018751144409
    STOI score: 0.8798278458936415


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

                    <audio  controls="controls" >
                        <source src="data:audio/wav;base64,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" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  2.449 seconds)


.. _sphx_glr_download_tutorials_mvdr_tutorial.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example


    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: mvdr_tutorial.py <mvdr_tutorial.py>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: mvdr_tutorial.ipynb <mvdr_tutorial.ipynb>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_