{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": "# Tutorial 2: Injecting a synthetic glitch into detector noise\n\nThis tutorial demonstrates how to:\n1. Generate a synthetic glitch using GlitchGAN\n2. Create a realistic LIGO noise realisation using bilby\n3. Scale the glitch to a target optimal SNR using the detector PSD\n4. Inject the glitch into the noise stream\n5. Compare the strain and Q-scan before and after injection\n\n**Requirements**\n```\npip install glitchgan bilby gwpy\n```\n\n---\n### SNR scaling: why this matters\n\nGlitchGAN generates normalised waveforms — the raw output has no physical amplitude.\nBefore injection, the glitch must be rescaled to a physically meaningful SNR.\n\nThe correct approach uses the **optimal SNR** weighted by the detector PSD $S_n(f)$:\n\n$$\\rho^2 = \\frac{4}{T} \\sum_f \\frac{|h(f)|^2}{S_n(f)}$$\n\nwhere $h(f) = \\tilde{h}(f)/f_s$ is the frequency-domain strain in units of strain/Hz.\nThis is the SNR you get when filtering the signal against itself (template = signal),\nrepresenting the theoretical maximum. It differs from a simple whitened-frame scaling\n(which assumes $S_n = 1$ everywhere): a glitch with power concentrated at 50 Hz —\nwhere detector noise is high — will have a much lower true SNR than a whitened\nestimate would suggest.\n\n`glitchgan.scale_for_injection` implements this correctly." }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import bilby\n", "from glitchgan import GlitchGAN, scale_for_injection" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Generate a synthetic glitch" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GlitchGAN(classes=['Blip', 'Fast_Scattering', 'Koi_Fish', 'Low_Frequency_Burst', 'Scattered_Light', 'Tomte', 'Whistle'], sample_rate=4096 Hz, signal_length=8192)\n" ] } ], "source": [ "model = GlitchGAN.from_pretrained()\n", "print(model)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generated Blip: (8192,) samples at 4096.0 Hz\n", "Duration: 2.00 s\n" ] } ], "source": [ "GLITCH_CLASS = \"Blip\" # change to any of model.CLASSES\n", "SAMPLE_RATE = 4096.0 # Hz — GlitchGAN native rate\n", "TARGET_SNR = 30.0 # matched-filter SNR after injection\n", "\n", "# Raw, normalised generator output — no amplitude scaling yet\n", "glitch_raw = model.generate(GLITCH_CLASS, n=1)[0]\n", "glitch_times = np.arange(len(glitch_raw)) / SAMPLE_RATE\n", "\n", "print(f\"Generated {GLITCH_CLASS}: {glitch_raw.shape} samples at {SAMPLE_RATE} Hz\")\n", "print(f\"Duration: {len(glitch_raw)/SAMPLE_RATE:.2f} s\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Set up a bilby interferometer with Gaussian noise\n", "\n", "We use LIGO-Hanford (H1) with its O3 design PSD to generate a realistic coloured\n", "Gaussian noise realisation. `set_strain_data_from_power_spectral_density` draws\n", "a noise realisation from the PSD — every call gives a different noise sample." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Interferometer: H1\n", "Strain shape: (16384,)\n", "PSD shape: (8193,)\n" ] } ], "source": [ "bilby.core.utils.random.seed(42)\n", "\n", "DURATION = 4.0 # seconds of detector data\n", "START_TIME = 0.0 # GPS start time (arbitrary for this tutorial)\n", "\n", "ifo = bilby.gw.detector.get_empty_interferometer(\"H1\")\n", "ifo.set_strain_data_from_power_spectral_density(\n", " sampling_frequency=SAMPLE_RATE,\n", " duration=DURATION,\n", " start_time=START_TIME,\n", ")\n", "\n", "print(f\"Interferometer: {ifo.name}\")\n", "print(f\"Strain shape: {ifo.time_domain_strain.shape}\")\n", "print(f\"PSD shape: {ifo.power_spectral_density_array.shape}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": "## 3. Two injection approaches\n\nGlitchGAN was trained on **whitened** glitches, so its raw output lives in the whitened\nframe. There are two physically equivalent ways to inject it into detector data:\n\n| | Approach A | Approach B |\n|---|---|---|\n| Glitch frame | Whitened (GlitchGAN native) | Un-whitened → physical strain |\n| Noise | Whitened bilby data | Coloured bilby data |\n| Glitch scaling | Whitened-frame optimal SNR | `scale_for_injection` with PSD |\n| Q-scan `whiten` | `False` | `True` |\n\nBoth produce the same optimal SNR and consistent time-frequency morphology." }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# ── Common setup ────────────────────────────────────────────────────────────\n", "# PSD interpolated to the glitch's frequency bins (df = 0.5 Hz, 4097 bins)\n", "glitch_freqs = np.fft.rfftfreq(len(glitch_raw), d=1.0 / SAMPLE_RATE)\n", "psd_interp = np.interp(glitch_freqs, ifo.frequency_array,\n", " ifo.power_spectral_density_array)\n", "# bilby sets PSD to inf/NaN at DC and below-band frequencies — zero those out\n", "# so sqrt(psd_interp) is finite everywhere (no signal power injected at those bins)\n", "psd_interp = np.where(np.isfinite(psd_interp) & (psd_interp > 0), psd_interp, 0.0)\n", "# Also zero below the detector's sensitive band: the seismic wall (10–20 Hz) has\n", "# large-but-finite PSD values that would corrupt the colouring in Approach B.\n", "psd_interp[glitch_freqs < ifo.minimum_frequency] = 0.0\n", "\n", "# Unit-variance normalisation: numpy irfft gives RMS = sqrt(fs/2) ≈ 45.25;\n", "# dividing by WHITEN_NORM converts to the GWpy/GW-community convention (RMS ≈ 1).\n", "WHITEN_NORM = np.sqrt(SAMPLE_RATE / 2)\n", "\n", "ONSET_TIME = START_TIME + DURATION / 2\n", "strain_noise = ifo.time_domain_strain.copy()\n", "n_segment = len(ifo.time_array)\n", "onset_sample = int((ONSET_TIME - START_TIME) * SAMPLE_RATE)\n", "\n", "def _pad_glitch(glitch_1d, n_segment, onset_sample):\n", " \"\"\"Zero-pad glitch_1d so its peak falls at onset_sample.\"\"\"\n", " padded = np.zeros(n_segment)\n", " peak_idx = int(np.argmax(np.abs(glitch_1d)))\n", " start = onset_sample - peak_idx\n", " end = start + len(glitch_1d)\n", " seg_s = max(0, start)\n", " seg_e = min(n_segment, end)\n", " src_s = seg_s - start\n", " padded[seg_s:seg_e] = glitch_1d[src_s : src_s + (seg_e - seg_s)]\n", " return padded" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Approach A — inject in the whitened frame\n", "\n", "The GlitchGAN output is already whitened, so we can use it directly.\n", "\n", "1. Scale with `model.generate(..., snr=TARGET_SNR)` — this calls `_scale_snr` internally,\n", " which uses the flat-PSD (whitened-frame) SNR formula.\n", "2. Whiten the bilby noise:\n", " $\\tilde{h}_\\text{white}(f) = \\tilde{h}_\\text{strain}(f)/\\sqrt{S_n(f)}$, then IFFT.\n", "3. Add directly — both signals are now in the same (whitened) frame." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Whitened noise RMS: 1.0000 (unit-variance)\n", "Whitened glitch peak: 20.0309 (unit-variance)\n" ] } ], "source": [ "# ── Approach A: whitened frame ───────────────────────────────────────────────\n", "\n", "# 1. Scale glitch_raw to TARGET_SNR in the whitened frame\n", "# (same realization as Approach B — only the injection frame differs)\n", "_g = glitch_raw.astype(np.float64)\n", "_df = SAMPLE_RATE / len(_g)\n", "_sigma_sq = 4.0 * _df * np.sum(np.abs(np.fft.rfft(_g) / SAMPLE_RATE) ** 2)\n", "glitch_white_scaled = (_g * TARGET_SNR / np.sqrt(_sigma_sq)).astype(np.float32)\n", "\n", "# 2. Whiten the bilby noise: h_white(f) = h_strain(f) / sqrt(S_n(f))\n", "# Divide by WHITEN_NORM for unit-variance output (RMS ≈ 1, GW community convention)\n", "noise_white_fd = ifo.frequency_domain_strain / np.sqrt(ifo.power_spectral_density_array)\n", "strain_noise_white = np.fft.irfft(noise_white_fd * SAMPLE_RATE, n=n_segment) / WHITEN_NORM\n", "\n", "# 3. Inject — both in the whitened frame\n", "glitch_white_padded = _pad_glitch(glitch_white_scaled / WHITEN_NORM, n_segment, onset_sample)\n", "strain_white_injected = strain_noise_white + glitch_white_padded\n", "\n", "print(f\"Whitened noise RMS: {np.std(strain_noise_white):.4f} (unit-variance)\")\n", "print(f\"Whitened glitch peak: {np.max(np.abs(glitch_white_padded)):.4f} (unit-variance)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": "### Approach B — inject in the strain frame\n\nThe GlitchGAN output must first be **un-whitened** to get a physical strain waveform.\n\n1. Un-whiten: $\\tilde{h}_\\text{strain}(f) = \\tilde{h}_\\text{white}(f)\\cdot\\sqrt{S_n(f)}$, then IFFT.\n2. Scale with `scale_for_injection` — the $S_n(f)$ from un-whitening cancels in the SNR\n formula, giving the same optimal SNR as Approach A.\n3. Inject into the original coloured bilby noise." }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Coloured noise RMS: 2.4669e-22 (strain)\n", "Strain glitch peak: 3.3818e-21 (strain)\n" ] } ], "source": [ "# ── Approach B: strain frame ─────────────────────────────────────────────────\n", "\n", "# 1. Un-whiten: h_strain(f) = h_white(f) * sqrt(S_n(f))\n", "# psd_interp has 0 at below-band bins, so those bins are zeroed out (correct)\n", "glitch_strain = np.fft.irfft(\n", " np.fft.rfft(glitch_raw) * np.sqrt(psd_interp), n=len(glitch_raw)\n", ")\n", "\n", "# 2. Scale to target matched-filter SNR\n", "# Replace zero-PSD bins with a large value so they contribute ~0 to the SNR sum\n", "psd_snr = np.where(psd_interp > 0, psd_interp, np.finfo(float).max)\n", "glitch_scaled = scale_for_injection(\n", " glitch_strain, target_snr=TARGET_SNR, psd=psd_snr, sample_rate=SAMPLE_RATE\n", ")\n", "\n", "# 3. Inject into coloured noise\n", "glitch_strain_padded = _pad_glitch(glitch_scaled, n_segment, onset_sample)\n", "strain_injected = strain_noise + glitch_strain_padded\n", "\n", "print(f\"Coloured noise RMS: {np.std(strain_noise):.4e} (strain)\")\n", "print(f\"Strain glitch peak: {np.max(np.abs(glitch_strain_padded)):.4e} (strain)\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# ── Time-series: both approaches with glitch overlaid ────────────────────────\n", "t = ifo.time_array - START_TIME\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(14, 4))\n", "\n", "# Approach A: whitened frame\n", "# axes[0].plot(t, strain_noise_white, color=\"C0\", lw=0.5, alpha=0.7, label=\"Whitened noise\")\n", "axes[0].plot(t, strain_white_injected, color=\"C1\", lw=0.5, label=f\"{GLITCH_CLASS} + noise\")\n", "axes[0].plot(t, glitch_white_padded, color=\"C2\", lw=1.0, label=f\"{GLITCH_CLASS} glitch\")\n", "axes[0].axvline(ONSET_TIME - START_TIME, color=\"red\", ls=\"--\", lw=1, label=\"Glitch peak\")\n", "axes[0].set_xlabel(\"Time (s)\")\n", "axes[0].set_ylabel(\"Whitened strain (dimensionless)\")\n", "axes[0].set_title(\"Approach A: whitened frame\")\n", "axes[0].legend(fontsize=8)\n", "\n", "# Approach B: strain frame\n", "# axes[1].plot(t, strain_noise, color=\"C0\", lw=0.5, alpha=0.7, label=\"Coloured noise\")\n", "axes[1].plot(t, strain_injected, color=\"C1\", lw=0.5, label=f\"{GLITCH_CLASS} + noise\")\n", "axes[1].plot(t, glitch_strain_padded, color=\"C2\", lw=1.0, label=f\"{GLITCH_CLASS} glitch\")\n", "axes[1].axvline(ONSET_TIME - START_TIME, color=\"red\", ls=\"--\", lw=1, label=\"Glitch peak\")\n", "axes[1].set_xlabel(\"Time (s)\")\n", "axes[1].set_ylabel(\"Strain\")\n", "axes[1].set_title(\"Approach B: strain frame\")\n", "axes[1].legend(fontsize=8)\n", "\n", "fig.suptitle(f\"{GLITCH_CLASS} injection at SNR {TARGET_SNR}\", fontsize=13)\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(45.254833995939045)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.sqrt(2048)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Q-scan comparison\n", "\n", "`glitchgan.utils.plot_q_transform` wraps gwpy's Q-transform with consistent styling.\n", "The `whiten` keyword is the only difference between the two approaches:\n", "\n", "- **Approach A** (`whiten=False`): data is already whitened.\n", "- **Approach B** (`whiten=True`): coloured data — gwpy whitens before Q-transforming.\n", "\n", "Both panels should show the same glitch morphology." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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d73jHPqmbwWAwHMwYua0rYDAYZgZuvvlmFFweffTR7oMf/KB7+ctf3igwvLXwiU98wq1evTr+/ZGPfMStW7fOPfrRj3b7Gz72sY+5b33rW+5973ufO+64427r6hgMBoPBYDAcdFi5cqX75Cc/Gf/evXu3++EPf+je9KY3ueuvv95997vf3afPA2Hma17zGvfqV796n5T3zW9+05144onTLue1r32t27t3r/vUpz7lTjrppH1SN4PBYDiYYUJWg8EQBZmgxf7whz/s/uRP/gTJ5f3vf/8Z0Tv3uc993IGCzZs3I7F/ylOecltXxWAwGAwGg+GgxNy5c90DH/jA5LNHPvKR7tprr3Uf//jH3aZNm9zy5cvdTIWs+3R46d3vfnd3xhln7JPyDAaD4WCHhQswGAyID33oQ+i+fr/73c/d/va3R2tW6bJfZ9n6whe+0C1cuNCNj4/Hz1784hfjPdwaAH6Hz8BtivD73//ePexhD3Pz5s1zS5Yscc95znPczp07k2eDixWFF/j2t7+N1qzSVerf//3f3fHHH4/CYrASBWtRDrj+s5/9rDvrrLPQJQyuA5J6xRVXJNf94he/cA9+8IPd/Pnz3bJly9wznvEMt3Xr1uSab3zjG+7UU09Fkg5CUyiT11kDPB+sGCA8AvzO23Tddde5v/3bv3WHHXaY+9KXvoTX/8///I+7733vi30Cz7nrXe8avwPA/UCMwTL2lFNOie3+/Oc/j336oAc9CPt01apV+C4Gg0G8F94T1AUsguG+O9/5znifwWAwGAwGw8GKxYsXu9HRUeSAAOJpwAXr8O53vxstS4FTAcf8q7/6K7dx48bIY5/+9Kfj71AWhCsAwM8XvehFyCnvda97Ia8EAOcETnj44Ye7WbNmuUMPPRSfv2PHjvg8zoHhJ1xz8cUXuwc84AHI/UBA/MpXvtJNTEyo9eWcmsJdwWfALYFvrl+/Hj3GgINCqKvhcOj+5V/+Ba1dgZMuWrQIeSbwTQK056UvfSmGHTjqqKOwL+5973u73/3ud8hpgWvCZ8ceeyzyeI4bbrgB2wj1hpBap59+urvoooum9A4NBoPhtoQJWQ0Gg/v5z3/uLrzwQvfUpz4VewOsLD/zmc8gqSKAoG7NmjXF3gIiBuTvJz/5Sfzs+9//vut2u0jaCOeddx6SRiBaBHgeEC5w2wJCCMTrda97XfYMuAfco+AnCEHhd/gJ+Kd/+ickqo961KPcf/zHfyA5e+5zn5vFl4LyL730Uve2t73Nvfe970Vy+OQnPzl+f8kll6CgeWxszH3gAx9AsvnVr37VPfShD3X9fh+v+d73vodC4ZGREbQAfvvb347tPvvss2tHE9QX+hiEsvQ74UlPepL7zW9+gwQWiDb0GVgV3OEOd0CLChJ6//mf/7nbsGFDvO/KK6/Ecp71rGdh/y1duhT/hvrd8573dP/5n/+JZb/1rW9FK2UCCLLBJY7ug4MBlP3lL3+5tg0Gg8FgMBgM+ztAaAhu8vQPLFchbBaEdQLFNAgSAbNnz0b+C/yqBOBXZ555JsbcB2U+cEfguxR7H7jiy172Mvwd+B9wPQLwx8c97nHu4Q9/OPIywOMf/3jknv/v//0/94UvfAE5G9Tr7//+74t1gHAHf/Znf4bKeeB+f/3Xf405FsCIQoPGqYmbg5AXBKYg8IS2gcD5n//5n90//uM/IseENkJdf/nLX7rHPOYxSbmf/vSnkT+//vWvd+9617vc5Zdfjtz8ec97HtYJ6gacH/jnH/7wB7wH+h+Ew2A0AM95z3veg2cQ8Ky75pprWr9Tg8FgmBEYGgyGgx7Pfe5zh0cddVTshyuuuGLY6XSG73rXu1r3zfj4+HDJkiXDV7/61fj3jh07hiMjI8O//Mu/HJ5++unxuvvc5z7DF7zgBfj7t7/97SEsQ//wD/+QlPWsZz1reMopp8S/161bN3zNa14T/37AAx4wfPrTnx7/vuaaa4Zz5swZvva1r03KefGLXzw85JBDhrt378a/4VnwfI6Pf/zj+Pn27dvx70c84hHD448/fjg2Nhav+dWvfjXs9XrDT3/60/j3/e9//+Fxxx033LNnT7wGfof7mpZVaAe0h0B9AH3U7/fj52effTa2k+MLX/gCXvud73wnlgV//+hHP4rXfP/738fP6D0QjjnmmOFznvMc/P2nP/0pvl9oO8djH/vY4QknnFBbf4PBYDAYDIb9GcCvgCtp/+573/sON27cOGkePX/+/IQ7fuUrXxk+6lGPilzxIx/5SMYRqR7E6wCbN28erlmzZvilL30pufYud7nL8LTTTot/w31QJi/7fe97X3LPAx/4wOHjHve4xr7gnJq45TnnnJOV9cpXvjL57KyzzkI+yctasWLF8JZbbomfnXvuuVje+eefn/B2+Ow///M/8e83v/nNw1mzZg0vu+yyeA2cI9auXTt83vOeV1t/g8FgmGkwS1aD4SAHaL5BqwxWk5D8Cv6B2//d7na3LGRAHcCqE7TwoAkH/PjHP0ZXe9BaQyIBcE8nS1fQtHOABSUHWAyARUFbfO1rX3N79uzBjLDcKgEsVCHWFLeufexjH5s9CwDthr743//9X7QgANd6KueEE05A7T48B6xZoT1PfOIT0bqBAL9zy9TJ4gUveAFa/fJEBOeffz7WA8IZgIXpv/3bv+F33O0fwguA5Svhdre7nRrHFj6HtgDAKgLcz8D6mPcXuLaBSxeEMzAYDAaDwWA4UAH8Cbgq/QMvJQgzBTFZIRTTZHgoWIIChwTuBdab4JkEHkUQ4olzRQ13uctd0GKTABazYL0J1p/bt293P/3pT9HyFfgZ538apsunOf7u7/4u+Rv4PViZgqcXhCUALyvgk17eWwHCcEEogTpeStybeCmEq4JQCfA5cVI4V0B7gHsbDAbD/gRLfGUwHOQAlx9wyfnXf/1X/KdlQwUC2AYgtAPBJpBCCBUApBEEgBAPCuKcgiAT4kTJhFqHHHJI8ndd7FcNRCAhHqmGq6++utWzwD0KhKgg4IR/EhCXCp4FAuPVq1dn369du9ZNFUcffXTyN2S2ffnLX44EHeJXQZxcEPZC7CwOSd6pPSBE1T4HQBuAwHISLPvriCOOmHJbDAaDwWAwGGYygD9BWCUOcLW/4x3viAI/MDQAHtYG4DIPOQcgRBW4+APfBeHiK17xClSiT4b/ASCME7jjgzs9fA8hne50pzs11mO6fJoARhLAeTlA2PuqV70K+T1wYODcELsVwla14aUQ57YE4KXQVuC7EiBsBeEyN0QwGAyGmQwTshoMBzmARILGHmIncYAgEaxb4XtIKNUGoLWnGKxAwkDoCjGt7nGPe+BnENQerqkTAE4FJNwELTsEy5eA5E5tngWxUqFuz3/+89EqVgJiUkFiASCQPC4qQfusLcB6mOMv//IvUdgJ/QhxWQFg0QpxZKcL6C94HiRa0AACXYPBYDAYDIaDDSBklQr6NgBLTfgHlp1gyfrGN74Rk1eBMJLyB7Thf+DFBJ5Fr371q1HIS7Fhn/a0p91qnkayTlu2bHEPechDMIkV9AtwYQDEa90XSVOBl4JlMfSZwWAw7O8wlZDBcBADMoeC8BOCz4N7D/8HiZ7A/R+06eCK35aUQeB6cO0B1ytyfwLLVdDwgxBUhgqYKrh7Elgc9Ho9tBwAqwT6B9pvyHIKrk1tAAJiIJCQ/IqXA0LiN7/5zRgmAK6B9oCbFLiGEeAZkJRgXwH6D/qKBKwAnkBsOoDEXmBtDAJn3k6wJIDEYE2ubQaDwWAwGAwHIijEFHgPtcUjH/nImAAKuBVYnVLi1QsuuGBKzz/rrLOigBW8j4AX3laAJLHg7QUhwEjAuq95KXBv6HPOS8EYAJLhmhWrwWDYn2CWrAbDQQzIOAqCSIhBqgGsKUFD/bnPfQ6tWSFOVVOWT7Beheyn4BZEAkIQtkJ2e7COBUvW6QKsVS+88EL3f//3f2hxAK5UYH36jGc8A60HTjnlFHfTTTe5173udWhBMBk3frDoBSEqCDjBmhXCG0BWWCB6EIsKcO6552Kb4LqXvOQl2IfUP/sKJ510EmZoBVesxYsXo4AXBN4ACBkAgt+pgtoH7wKy3cKzwEr2n/7pnzD+FZF6g8FgMBgMhgMRoCg/77zzEuX95ZdfjlwIeOPTn/50/ByEm8CT4Z8WVgsAfArCAjznOc9xj3jEIzD0FHBH8I4CwwUAeVoBlwNh4sknn6yWBZwM8KIXvcg97nGPcxs3bsRYscBrwW0ehLaQJ+DWxLHHHottgRAGlLMAwll9/etfx++/8pWvYLunCmjrBz7wATR0AOtfCLUAnlxvectb9qkBg8FgMNwaMEtWg+EgBZCkj370o0gMZQwnrpkHUgghA4DktREigvBu586dqJUmzTOQJrD0hFhXENB/ugBh6nXXXYeuSyBoBUBSKBB+/sd//If7i7/4C3fOOeegwPczn/nMpMqGGLIg0ATXqL/5m79xz3zmM9HqE6xwKeYrhFcA8geCZCDhz372szFYP7h27SsAqYTnnXnmmdhecBEDiwEQugLJhzi60wH0y3Of+1y0tAAS/7a3vQ0F1WR5YTAYDAaDwXCgAkJYnX766fHfgx70IPR+AiU28EASioJAEfgv8MISgD+9853vdD/60Y8wMSpwR+BpkEyVhKmnnXYa/g68ERT0JUDCK+CwwG8hWStwPvA4A34G3Be4+60NiNH6qU99Cq1ZwQADjCmA94KQevny5dPmv5AjAHI3gHEGeFSBkQO0H7jwk570pH3WDoPBYLg10BnKlIAGg8FgMBgMBoPBYDAYDAaDwWBoDbNkNRgMBoPBYDAYDAaDwWAwGAyGacCErAaDwWAwGAwGg8FgMBgMBoPBMA2YkNVgMBgMBoPBYDAYDAaDwWAwGKYBE7IaDAaDwWAwGAwGg8FgMBgMBsM0YEJWg8FgMBgMBoPBYDAYDAaDwWCYBkzIajAYDAaDwXAr4eqrr3bPf/7z3dFHH+3mzJnjli5d6k4//XT3yU9+0g2Hw+z6G2+80XU6ndp/p556qr0/g8FgMBgMBoNx2dsYI7d1BfZHDAYDt2PHDjdr1iw83BgMBoPBYJg5AGHl2NiYW7Bgget2U33yxMSE6/f7035Gr9dzIyOTo1HnnXeeO+OMM5BDzJ071x1xxBHummuuwc/h36c//Wn3mc98BvkF4eKLL8afy5Ytc2vXrlXLPfbYY6fZGsPBBuOyBoPBYDDMXBiX3X9hQtYpAA5H//3f/+2uvfbaff9GDDMOa9assXd9EMDe88EDe9cHD170ohe5RYsWJQLWt731bLdj19xplw0C3Be+8IWtBa0bN250j3/845FDPO1pT3Nvf/vbsW4g8H3ve9+Ldf3yl7/s/vEf/9G98Y1vjPdddNFF+POss85yZ5999rTrbTAAjMseXLB97+CAveeDB/auDx4Yl93/YELWKQAsTEZHR91P33qpG/ZG3XBswnXnznb9bdvdyMoVrn/zZtddvMj1N29xnV7P9VavdIObt4A6wnWXLHZuMHQTN9zoX8Da1a5/wyY3HJ9wndER1zt0mRvOn+vczbe44a6dbjg2DuYyDgxmB3c42o1s2o5lDY4/wo1s2Owmrr/RjaxZ5QZbbnHdefPc2NGr3OgfNjg36Lvh+Lgb7NjpunPngMmC6x620g1u3OQ6YIE7f54b3LLNdZcudsMdu5zr9txw9y7XWXmoczt2ueHOna4ze7Yb7oLvum443neu6612oS7D/tB1F8xznXlz3eDmzc6NjrrhUWvd8MJLXG/hAry2v3WbG7ndYVhHQG/5Ic6NjzvX77vBrt3Odbqut2IZPgva2V26xE1s2Oh6hy53bukiN7zqWiy30+u6wc49bjgx7nrHH+MGl16B/TscG3PDPWOut2aVm7jiatedMxvbNjhyjdu1dp5b8MP1WL/htu2us2ihm7h2g+stWujG73SkG/nlpa4zb75zy5c4d+PNWFc3HPj2BQui7oL5zvUn3NLnrXI/efuVrgP9d9V1rjNnlhvu3oP1H46P+UHR6bjesmXOHbrUues2us6SRa6/4QbXW3OYGyya77qbt/n+hj7o993ENRtcb+kSN9i5y7/bsQl8Z9AG6O/B7j1YD2jnAMbRrNE4FrqzZzm3eqUbwnu59EqsA9w3nOjjO4HxBX2DZULV7nyc6+ztu+HlV7ldp9/Bzf/u71130UI33LXb9W/Z7jrdjtv5sLu4eV/+uevc9QTX27LDDXfsdv1Nm2LbYFzjWBgdxTEF7xLeFb7fVUuc+/lvXRfe+/i46y47xPVvvNl1F853w717cVxD//agT27Z7ronHOtuuN9St+ozl+L1/e07/PhYugSf0Zk71/WPXu16V2x0bvFC1xkO3cSV1+Czhjt3uf7WW1zvkKU4z3q3P9oNr9mAYxU+3/GYU9yCz//cDe5zRzfr0o3YD/0tW93Yg052c39yKT5n172OdXO+dWE1hnbvccv+d7570Pgs998v+B3Wz12zwQ2278A6wfuA+TNx7BrX/dUf/Dw4/ijXGQzc8A9Xuu6aw1x//VWuMzKKYxTm22DPGK4J8A6Hu3e7wZ69bmTNahyDI+vWOjc27vo3b3G9w1bgfIY69FYsd0OYqzdvxvWgu3ChG2zb5udKt4fz3PUHfj4N+m7kyMPdYNNm7EPwMIa+3vvgk928X1yJa83giFVu+OtLXG/JYtdZON/tPGGlm/1/v3Ijq1f5dWPFclyH8N3Ce9i8xe15yMlu7nm/wbnQW77MDQ5d4ro3bcWyYdwOYe7CmB2dhe+3M2e269+02c/NxQvdcM9e5445wnU2bsZ5C+WPP/Cubs4vr3B/eP06d9y/bHP9y67APoI1pXc7vzbCO3dje3Ge9+9+vOv+8EI/pofOdY49wu09dJ6be+mNbgLm1O2Pcm58wvXXX+1GDl3mJg4/1HUvucp1Zs+Ja2533Ro3sXSeG7nyBj+GFy1wwzmjrgPr2I03uyV/s8J9+1dz3JzzL3ITp57gRn9xqXNHrnH9BbPxHXeOPsJ1b9nuXK+LfT6cN9f1L13vp8PIiF/7Zs9xw/7Az5Nuz/WOOxL7vX/pldi3bqTnhrAmwfvZcosb7N7rOrNGXOfw2/k1bME8fM/wfrHvYA+YO88Ntm7168+SJX5NgvUf5vqe3VgGjo1ZI7gGw1jE9SDMS+hzWCtwns2e5a8ZDtxwYqJap5YsxrmC+9GJxzl35TWuM8f3Xe+oI5zbug3f68TGm1x3/lxcY+H9jhyxxg1v2Y7zCcbQ3qNXupEf/851eh3XmQfrjrcMhWfDHtDfscuNHLbCDWF+j4y48RPXulmX3YBzHMc0tHHRQtcZHXVjx65yoxu3u+ENN+G8w71x9So3vma5G73K7x84j6APjz/SdbftdMPde3HMwLoI8w3XkCWLXGfxQje44Sb3qSvf7t761rcmFqFYv34fBawvfPLn3OxZ426q2Ds26t72ycdieW2FrO94xzvcli1b3B3ucAf3wQ9+EC1hsd69njvzzDPdtm3b3Ctf+Ur37ne/2/3TP/2Tmz17diJkPemkk6ZcX4OhkcvuHcN9HPfYZcuQs/QOhf18E65DvVWHusHmrZ5PLvaKi4nr/RoL+zNy2X7f895DlrjhogXO3bIdOR7OXRjv3Y4b3PlYN3rTNuSjw+PXud61m9zETTe7kcNX+/1gZMTtvdM6Nwf28Im+n/uMy3ZWr3LDjTfivk8ctLvyUDfctgPXONivuocu8/vsTZuRsyH3hHVkoo/cDdYtjMzRD7xp1mw33LbNc8ij1+De2Z03F+uM3B64zoaNvq0rDsU6QVuxPJjDwMm2bsPPu6tWuImrN+D611+xxHV+f6Vfx0dGfFv2juF62r/2euxv/GxsAvf4iauv88+FNeV2q9y24xa7Rd+7HNdJuK6zcAHWA64ZP/lYNwpcFtaJQ5Y4t3krrs8E4CSALux/Y2Nu6d8yLnvNBixjAPwf+yWshcOh6y07xLkVy1IuC/0Le/62HZ7/Ll3sOhMTbuLajcgH8czQ6+HaDvsNlA3vCrgP/A78vn/DTa4zAmOg6zk/7IGHr3adsQk3uPxq5LLYFngncH+vF/sG97G7n4S8q/v7q932Bx7vFn33cueWLfXt3rwF3+vOR93Vzf/iz133Tse77tbtzo1NuImNN/iDC7ynQ5f7foRxMjbmuocsxb0O2jB+3GGu+/2Ke+B4v+Em3F9h/CDfAS4LbYF98MjD3aZTV7llX70En037ag/GRzhDDdauct2rr8d+BM4OXBE51x7Pv3E/3rLV9U44Fs88tBff8sR7uMWf/pkb3vMObuSy67HuwDUm7n8XN/s3V+F+u+duR7vZP/gt1gsAc+y4b/Tdg3bOcp954R9c95h1/nwDeztwWTy8Dd348Wtd75d/8F0CvGVigGeJ7uGrPZeFfod3ADxtbBw5Bb4L4gJrV+M4HTn8dsiPBlu2us7a1c5df6Pf92EuwFzdvBX7GLnSbr/ve3621nV278m4LJ5x4PwyPuY5+y+u8GfZNavc8JL1uOYAl912x5V4XhlZtdJN3LgJ5xmeR4jL3rzZ7X3IyW7OeRfie0Guv+oQz2WBCwEnY1y2B2MI+he4OHDZJYtxXgzvcqzrXb4B+w3LBH798yvc7193hDvu3Xvc4KJLPReb6OP8gPENcwfrsHWbG9zzRNf98UW+H/sD1z3qcLdn9QI396LrvJwA3g+8t8uu9ONw3UrXu3h9OM9sw7NZb+1qN3bYEjd62fU4dwbLl7jhSBfnTOf6TW7JX69w3/nFHDfnexe73fc7yc39we/c8Pbr3BB42a//4DonHO0619/sOgvmuuGuPc4tnO/6l18Z1ocRf26DMw6MX+Ky69b4/rjyWjey6lDnRkc8D4b3MzHhz4KAY45wg4svjdwf5jqe4+Dct2ABnl1x/YG9AiZU16//bs8eXAMjl53oY9s68+f7/gAuO8uf/bEfQBYx7tcAv2gHLrt4oetv2+nPznc4zrkrwvy5eTOet2Cd6syd4/obb/RrHTxzbAzHL8gFcC4fdYQbLJ7n3G/X43zAswiugwMsu7dgHp5RRw5b6cubNQvPHCPXb8EyIpdduAD3or1Hr3CzbtiBcxn6A/eLNatxH+heexOubdCG4Z49zh21FmUDuIfAmGRrHZ7blixyg+tvcJ+6+h3GZfdTmJB1CqAQAf2xgRv2QKDlf8LfnXH/cxh+ApFzsG+MwWEXNg9YQfx3WBbIHPH6gevAAjIOZMc5Nw7l+rIdLJadjhtMdPB6KGvQ97/7Z/rPhqND1+93XHd8GARtQzcIdfMbl7+u44auMyvcA8+D67v++g57did8ht+ND5iQtYMbBl4zytoGawPUF++p6kZthXLxu76vl4Pi4PnYTl8XvBauw7J8uZ1eaMfEAD/H33n/UB92fdsGE7AfdFx/fIjPx3pS2WO+jzpYd/8ceB5+R0JW539iv0wMcU3vh76BZ/t+8fXHfvGdEuvt+POgz6Et9I7g/ferdmJ58G7hbxDadX1/4+fOt9P/Xo2FYSf0T9f3N9QB7oP+wT5j7x6rNuH/wbXYL/TeoS+wPZ3w+SC8f9/2+N4g5l/obwf9y/oc2znRcQ7qAd/DdXFMh3EEgifqe3yP0K3+/dBnND7wephLE1V/dgbVs6jO8Z2FcdLp+L+pHTA/oHy6Ht45tBvnbbiGj6HByNB1+1X9oF7YTrgH5g981wdSHuZBqBf2/0SoH7w/eAc0Xnt+PNK74POV+o/WBhrHQzgT4fvx/3Cuh2d2+NiBgyatK3AtzD9qP/QbCFnZfMRn0zuO9ajWLHrfdA3OBXg+jt3w7vtDFNphW+DAA/OrF941zM0wj7Fv4LtB2vfjMM4m2LoJc4fWpBE/FqBs6mcc0zD/4R58n6Ht8H6oz6HeeL1fr2jNxXeCa2QgZNCOMA+wnjCmQltxzQz1pmfjfMG12vc5vWOcDvCeaX0MY4bGhBtW9YLfhyN+jY9jANZeWsPCe6Zxhv05Us1bXH9g8RlUa7Ff+wYwqnANhufiehDmJQo8XRjHnXANClnZOkVzKKzZOD7C/kXrYXyvo2F/m0jnH44hXEfhmV2/loJAN+yL9Ay6B4XPbE7yNmJ94R2EuRzXrfAM3M8c68PwbrB/wpije7DuYUyRgLIU0md01pgbnYaQFd7CZPG1r30Nfz7vec+LAlaOv/7rv0Yh6/bt290ll1zi7nznOyfhAkA4azD8Ubks22P5Xu84lw18ku7Fsmjf7xPvDesLm/P4OQhZcV6HvS/s9ZzL4t4R1vzhRM5lO2zfJw5KnAa4J/HJyFOAV9E6AmshHKZ7XR//OHBZB+tl4Me0dw5HqrWRc1niQ7D+x7VV4bKeHznkm8AjoF2SD9A9yWfw3EHYk4jLBi7Br6G9C9vHuSy930G1zuJzkEuxPYjvN9QO6JMCl8U9lPo5/E5jhbgbcXUoG94VPSf2yaAbzhuh7WFfpr2tg4Qv3I9jMtQR9jHYc8J+H7kOb3eH8Tvaw+N3YR+gugJ/F+cOyT342Q33lsAx+P6GXDaMH9pX+RnKj6VwFgn7Ko0fXlbksmG8+XJDm8PYjXxqvOKkfXr/sCfhnj1w3VBPmn/0HMzCEuYWcHac/4FPJVwWOFS/WhNg7Pl3UXGByGX7Yc6G8RL3/dH8LElrAI0jyWWRr+LakraTzpbIFxIum85NlcviOS2UgT8Db2BcltYGzmWxL6Gf4DsYV4xfE5fFa+A/uIfPhVAHWOdIPoD9Gbksez/03sL4c5zLAq9kPAioHo4nOtfBs2C6hHEQz3dwzTDwM+LjxJkULotnnI7gso69Y/yDnYnDWYrO4wkPC7/DMzMui+fb6nwVuSyMqQEYCFTjGLkyrb0df60Ussa5g2evlMtSezsgH2Zr3VCeJaENeK+fD3A/rYMal8WzZpC/JFw2yEPwXWhcNow/5Ml4Xgvn+LDHJX0I7QxrhnHZ/RsmZDUYDAaDwXBQoQ+WCkGxNtX7J4tLL/XW9CeffLL6/fxgyQHYvdtbSJAlKyTIgkRZBoPBYDAYDAaDcdmZCxOyGgwGg8FgMPyR8f73v7/WIvXXv/51/P3www/HnxD7/ZZbbkHBLFi0vu9973O/+tWv0NIKkl099rGPdY961KMsCafBYDAYDAaD4Y8K47LtYEJWg8FgMBgMBxXAUW0qLv/8/sniCU94Qu335557Lv68973v7VavXp2ECtiwYQMKWiFxF+GHP/yh++hHP+r+9E//1H3uc59zixcvnnSdDAaDwWAwGAz7H4zLzlxAdAyDwWAwGAyGgwaDffAfCDwhWRX/txeSxE22LoOBO+uss9xXvvIVtEiFhF0ESnp10003YXZZCDkAz1i/fr178Ytf7LrdrvvWt77lnvKUp+zT/jEYDAaDwWAwzFwYl525MCGrwWAwGAyGgwp9SGwwzX/f+9733IoVK9CClP69/vWvn1Q9rrvuOvfQhz7Uve1tb0OBKYQDuMc97hG/X7lypXv2s5/tPv/5z7s3velN7phjjsGs8EceeaT7l3/5F7we8OUvf9l9//vf3+f9ZDAYDAaDwWCYeTAuO3NhQtbpgCW+wEyUkO2OMgZjVmfI/OczbCIg02fI9tmB6zpdn7k9ZL3En5DZj6PTrb6HciDbNmXJxPSYLPlGrxeu8Rkak+u6yqsOdfEjgV0L92L9lKzM1Jb4zG5aFmYQZGVpfdbr+X6h66Ef6HfM9tp3bqIvyg0Z/Ea6/l7WD0OqAz1ilP090sv7lMqFzNzULzKJCdWP6kaAskSdku/4z/B+h5BRF+oI7SLAd+EZOHa0/oLv6R4oh95LbBuk0S0nX4HMlPgPMjdCOXA/FAf1h7+HPntlZ0REDaFxFccP6wP6nb6DzOKhHXG8yfbE8R/eNbxDKKYTsvsS+n2fDZ3eqRwXsm/zBrsOZW4UfQlZXeFZ+A8zp6bvYvnsHdWz4H3xuUGXQXbQcF8n1KeUudzXtevfexxjYY2ge/AdwPow8GOa6gS/wz28bzCFKH8n1LfK+6fr4vsI1/BLeZbO+Bn0TdUncs1I3hXOg9Ae0WZ4B5C5mb7z74TqwCoB2YJh/MC1tE5CubG7xDgaHfH3sGdmdaLnhDWhA23AbNR9Xw9cl33GWfxH6yqVx9cKeB/wLFhDNGjvnn+GYymsATiGIbNuLx2/vI/573zsh/XO9x9bM0Jdh3IsyjV6MmDrC2a2hfclxwo8p993/dmiDXyvi+WFOQ4ZjWFdlmMOMgnDWg7ZVSHLcDaewjiGPSP0IazZw5Fedi3WV77DPzLud7/7uRtvvBFjptK/V77yla3v/9CHPuROOukk941vfMMtXbrUffazn0WBKsdf/dVfYfwriLuq4VnPepY75ZRT8PcvfOEL02yR4aAErZuw7tDvNJ8mJtL9CT9knBZ5Dq0FbO4Br6C/xbyn/TOuHWwu47wmXkH7LZ/rcb0R/FvjUbCm4P4CfC/nDBVH7kYeFLk8rrGifnL9CvuLrE9cN/t91xln/cbWa9j7PJcNZwLc+/h+0HHDUeDh4fm8P9MCq32qxLlLXAXXdsbdY8d0/T5L6y9xWeCc8BzJOwOXSfZjjgE7D8H6jXtrtcdhO7NmVWVh38A+0QcuG85RQ8mRu64zOoIZ2Ksbw3vk75nOXOKcglwBOALfB2lvFWcM4sfD0ZHIZas5FLhRPBP68Yz7Eo3TrjJnEi7Tc12qC10Tyh/MqsbcYLTjBmPjCR++3ewtvjjg0/C++LylbhF7NczH2MbCO8TvqQ1yn8czxSDu0bEMeF/8nBrPxIP0nBF4cNLF0C1wbTiL0rmP6uv7RZwRWN0HI3zNEOcB0cYhXx+oDfCcCfg8nNWx3yp+hfMaroPxjPX0awjxHeR68O4ZP4vcdXQU78H3E/sqvCccG9V4hTFG92MfQZ2AY8NPWks4l6Vz8Sg7Z0OIIRj3o6PshbI1V54B+fdh7sK8j2du5LY1XDYph/HDIJvQrolrOJN50BmDr9Nq2RpwPay+z9Ymeo8TfTeYLdofxyvbF8N4hTPqYDYeKP15krcH1nv4G+QXoj8Goz2/xkC/4Xkczj89PNfE9sX9xv80Lrv/w4Ss+6QX2QJOhIQWTLbhxElOC0kUyomDNl/ciHiR0IULMQkkUOWbu0RJGKQteFBnWNilQI3XkdpdWlj5o2V9uTCEEwAmqEUilVQp9KEkvUQC+bWwcdHvkhzR53GTFu3ThKptwDcGvrDz9ycFYoyoZn1E35cOI0FYWNs2ApC1ILQmQf2QhNhQ19HRirTAI4lIcWAbPDGVBx7c7AG06VI7CxsgCsrlVyR0jpsae7dSwMp/50QRlQy8zIrEYZtCvVCQKNq3fDQIWWmMkYCNF8frx/tFkDt6rj8sFg4+NKbZOCeSkQiAqy/1uS8BX2Ob+ToSSB8n/vxgmhxQRduqyurjNznQEqELfRcPKlUTgNCk9Q3XAXkJihMuRI3rGo4bT2xwzvL+lkJ+OJyOdP2YxvcT6s6UXAn6bOwHYh7ng+wH3l6oN19/cJwJ0g8EPKxB/oCZKmIywWibjPX80BwPLEIoXlKM4HVy/2BC+ewwKUgkKbuAaILQlB1Uaw/Y/T5eT4qOBFEB5BVwyeNH2ByKh5BUGFzc21rGsZrOv5GREbdo0aLk3+zZsxufff3117uHPexhKCAFwewjHvEId+GFF7ozzjhjSm25//3vjz8vu+yyKd1vOMih7LFREIXzs58IOeJaCmu2vIfAFG34XeAP+pod1mkqH/byflgr+PrD9wO+H0oFD/FoEgZEzioO3RqXpfWwscuCYIr2es5ZmREB8iNeHhem8PpKvooCFibI4Ipnfn9Y/5O9RwP2Vf6ukvU9uZYLUMK7C1wW1n8S1JEANGkb1Yv1FTcYiApVEiYwzp6MIbEfwjO9cAv4TBBqjE/EcciNEJBHaPtSFB5Lrl8ZDGTjhAuKOFB4mncfzJeKB1dCaq7QTfrXP4h9DNeG/RebUQmLUXhIAtdR6EumnAfPh5FbqvLCu5J9mXBZecYQfYXjI/C05N1wZTcJvkkgRwYEKIRkwuVQD9zrJQ/J5nql6I5jm9YNGmbC2IArW7iAKjE4ouv53Ff4vv88zHFNEC65LAnQqG+Bh0pjCFgu4CM4X8N7o3nPBcg0XohrBSErrWdgMNNBYavnTVX3wXc5l43vQ1mTWQcpcowwzsJ78YYvxDkrQ6y4/nOjDn4W1uYa1pGNQTLa4GsjP0fKsUl9RM8LbY7X03mB2o/nyyDgTZQuft0GoWkyttl+gv0K9YsGZX1vMCABZxjkugqXDWcSUJSBoBXmC84ZMPjhRhxR4SMM6BpgXHbmwhJfTQfJQZ9tqFKgyq2QOJkdMGJRsP6MQgZc6MTz5cIPmjTc7BRhUKnuXMvGiSlo71oIGFUhZp12CevNiBDTGuICBSDBQfKgIEhgZCzWT1qy4gLFBDgJMa1IuRToZM/ji7GvrG4NUEfIgyUr1CmxtqB28p+0oPP7YXMbDF2XNjxONgRJ52SZE0PYkEm45TWxMEaCYIMsCaX2PyODykaJgl62GYrxCOVK+g7jHPuiJ6yCSfMeLYi9MBf/4hYqsq8TYVjHdSfoWtbHcABhgtVIvmjjdc4t7u1m5fD5C98rhxfNakYBbqilw4+0EOTW3fEzNg+AgPANWY4nXg4SvHRMRQsPRUAdi0wE6EIJJOeDqpEO75Qpi6LVBFRIzmu4DrToLJlPEdpaA2MYqyUF8kFoT5/BuhisYKTQEOsHByzFAhrHeMkaXip3kKjyuoGmGkhoGGfBit/f2rC20qF2IMagBjFeIimkckqWrTDHoH28KOiHUA6Vl98H7em7wSxFWIsC8zD/mZKELMizcnAO+HpEJQJ7jzhX6QAQLL47pcNCIljutCKm/Vs58RXg6quvdqeddhrGVIVQA+9973unLFwl9MK4mko8WIMhAXmc0BziQhrpfeMHn+s4EBhIS8zc6ihRKnEhKVMe+z9p3aZDd6rYVRH35FRABsKAzCtCPpcrmLiwSxM+8PYDt6A1KfHSIIVpEIZoSASqrB60h6IQjQmChAIqaSN5gCjcOwpwuHdEwx7uzwOVopv2V+SysB9KRXCwzMraI+oZOSwKpkcSHlm7YrO6g9Aazgqd6AXB6oL7D3smecmEPStVIofxyrg1GQxE7hmFrrlhC757MBggLjvOxh/UDfgG1oGNIT4O5Rjk556gZMi+x2dWHG9AeyoKBP2vy0aYwQDwD9Ury58rOm25LArXmbKCjyf8O3Cr+Dc726jCVMVTTtYTlwA4c8Gzw/oTjZfoGuW90GP4VBDnuJyL59zWK076wUN00NIrK1h5R8MnKj71DiXB2pAL3vlY4/yNrF3hLAFWyzCuYJwSpwx9RVyYuOyg142sEc5WnjeFOkhFBgqHZf9Xa100WKD2kfCcQwjCdQMu6Of8Y97v3HBBKkjw/MirqY0tWR/+nfQ+xmcOXH92z42W7okPJ++9obcmp3HM606WrIpXFgq9aR2nd9dgiNMWxmVnLsySdR8gtexj2n+CdIMgYV10xWEaQXl4ZBaMuNATYQifhQLjtdHFSi5wZHHXwvIUF2vujhnuiW4fBW1m5cJRc/il7/kmzJ7r2yOIKRNOD7iQlUi7XKCQWNQJZmpbL7S1msaqLLRIEN4vadTl5lO0/EqelRJ37tJTsmTNNksi+kGghM8dn6gsOSR5j+85vHeuEebaXwCME7JkxTHNQgDITSYQM7JkzQRNtAmiS3h9t2ShCcJnmaUAFU0CXRDUKK90XndvvZA5EiwhCK2bT/JgFC1OhIaZa/g1BQO1gVvKiHGZuU4nhDFYHEH9lX4rjsOGjR8tbqXGFQ8qwSqADmhMu54dOIOLVayn0p9IRAN5ZJXOf+fWJ3QPvUsQ4gpLVhKoxjEDcyqyUrZW0pyTlj9sbakOuSk5RHcgVGIwDbq0oEoaWxi/idBfsWRSLPqLz6iDtqZoCrvBEC1qEut9zUqVBAbousgOknz89lkoB2FxkrissjKj4iJpr9IHMwzbt293f/qnf4oC1vve977uN7/5Ta2A9eabb47urXBPCVAOAOK0GgxTheqWHwUbucFA5LKSk6IiVXJZJoSN66HiLRX2zeh5oayJpX0+3/OHqTsmh8aRS2G0SuDfc87PPNmk90b0ypLuttJii/qwwSsr8WRrW1e+B2nru1iH4+/cK0sR1qpcglm/+T+DdWS30Lai23HgEhP9YLUXQkzh3h68A4FPSMGI5n3ElQgE4LJxb2dWcFjXXMCNAh8Q4MNXGZetwuxExS1XAmtnDMFluzRsIicJxihksEECXPo61HVhd0/afs1KMwh5kpAMmhA/CsTBSrjAv7ggn+pF4fJ4CCwOvtfz8jLBc8ptyFAlm//quHNlBUV2RtJDekQr9K4IFwCKYc0rC0NaBR4EZ6HCWTkaSwi+lYxdqkuPcVlaT0CIRwZV/H7OZcmSlR8huVUuB8wbWVfirfRu4e+gtPDhEdL1q2Q4UJ3VhEU1jWfaQ8R4zJT1DcjkD1JpVjIYQC8rtjex+ZVcx8J+eQtypTwam4qlNipEaJ0OBkV4ztXWviZDtRkA47LtMPPf5P4CuXmqE1AsIhI8VABdyxb4ouUaASdvCwFeNNFn8WAkqULhALMAyOqaCmBrUXIR43XhvxdCHnhSwwSABevfaMkaLLMySBJWPaBc9wao7v5UfrTOksS0XtqbxPOV7lua1Z0GJlzE22F8kKCVLM9QOCnq3OIQ48uHTUqEB4juMsFtQxIysmTlpBPvU2I/Unn876Sw0A6yRBC8J5LRTvp77Jvwc053PH2udvBQFAN1gl0ZczkBj2HMy6+La1ayTi/FTpWWxRkxVSwc+L1Cs59bl4v3SmRJWPVHwb5myUrrm/aORX2LSgUN0CU8djIjP6XYTGRZxV3zYp00iwn5WWYhEEIbSNcnbnFFrk0lK/k6FLT9bYivXl6wumbrb2Z9T2sdENORSayTqNwoCDpobJHQhVu20C3S7VP1bJxc/+0LF6vJ4nWve527/PLL3d3udjf31a9+FS1Z67Bs2TK3du1a/P0973mPes1Pf/pT9/Wvfx1/n65FrMHAlaQoENPWl1I8eg5tPsb1XnwuvSvIYEAJA1Cc52zvSg72bbyy0NulBZfNYgJWXKHad9kaT4rUpJ6DPKZ+QSHm+a4I2VQSXhDXLNY9/67M73NXem8woAshKquwGu4iuX7kdzX7hyyPvLIo/BHLLxCFafwWyTHpM/xJsXrZPk8KYWl5Gv6OHJL2KrDsDbyE9wm6A0dOoxsF5IJZ1oc8dAFdS4Jsxm2iUpiVNYtMWoVAtmgw0NYrWbO442OQGwHwUAR0VpOW3iWIsZAoECKnS69tNFjhBkPaGCULSqnEFvkNKiGmcn4ja986LkucjRsLCQvL2ObSekLGVsFryd+gCFnpM1KoKEZW3HMw6y9Nac/fdzQYqM5R/tGT4EXSQIIsQJviu7YpWjkXae31oa9arI3hbINzm2Ltci7PDQa4ApHAvbLYZ2WDgfZtNS47c2FC1n0N7eCrLTqcLJZi/vHrJDHlh/wYaxI25hpBrjjIJwKR5DoQvlVa9frkPoo2UiwkKIhSXK4QUUDHXEQ5MZVkLrFk1d3TvBUbLd6ivjyOSxvtGCdHyiaVgH+nuWK30b5KwZK8Rgs7kD1ICAHRVZrFZAXwhBIo+AnX83fAwYXv/FGw2XCXPi6g1Po3WvembugoQC8R0OTzmv7XBJ6wade4x1PZPZpcmtCdSGIiEM7LUNtaiucUb+VlhvfKiECaGKxeyOk/KxN4HxS/267eWhltkSXeqsg8hgRhxAQVBTx2Ugmkyddiigm3OiLllQVtcNuUQnxeFl1Hj0BNfdDa11jWyL+rGFzMmkELcRLX/in2sfAASBISlPYZ7d1LoX6ckvVEGb6ProqxHgULbK7cUAT7XuEjLRdoLQ8XaYQfnynXqXA4baH82xcZWSeDiYkJDA0AePvb3+4WLlzY6r6zzjoLf77lLW9xr3nNa9yuXbvid5Aw6/GPf7wbDAbugQ98oHvwgx88qToZDAk0LloQjiRCRbq+FC5AuE/G8CDyWVyoRWt8QeGZ8VJNgUfeP8RbNOGhrAOvB1f6aMr0xFNF6RvgRnLfDuWqcUgVg4EYDkcRAkeeWwp9lfDu6R33fH4Bkfuhxkos20Ok8pfOF0wgFC/NrIz9nuCNBILBAG7nwUuF7/tE5ZjQUs0LIQXaYMnK4sby81HpDATvcIAGA2KMJK7cXEgo+oD/zvdieH6IoJTEqKcwUIEnJv0W6joqLQ1qeG/WJ3WckM9vzqtpHJAAkH+GvyvjX8k7UOdRFdsZyk14Pk+mJJ+lJeRTnlW2wGaWtBReCeug8HFMIkzhAsqS62iVWj28+l0IAX1IO8bryUoyJBpLGxHigWK9CzFp62KyirbEcRfa48NepAmqiqAY2xJNxjuZAYTuUakru4QhCBlk1b0LnKtgMCDkE6V7wjNgzkdrZy5c5gYDvL54jqjWPR4mEetZ6q9wfROMy85cWEzWfQVmvSW1/5kghZOMRKhTr4lO4tZxcOEmX2hU9w+2MWrPInKLE7uFipMLiiejFY91FzFN8GcqKE7iX/EYRCGmbZZtHP6kQ7tCopPso23qq4HiCZKQsqqAKCtskiR8FIcLH/tJ2+AFaYtkAd7peBCYFZIWsGeTFR26VHHhFLlmh+Q9mZtKaZORhwG0HhVxrOS1rEy8BrX/ynOy2ES5G5UsG60k+cchJmt24CABT9b3stwwplRtt5scFG0wj1Ppy0w36kSrncUH0khLsEZm1xYPn0DAxMaf/c65KyPdKgnVEoRQqBQIAcC1/6h9VyykcSykBENzmcLPuOULO7Bp14dKR6VEB+KxSRJGIGGstBxAS4aJYBWrP8JXjq1D8pVFAlVwldQsZNuitE41xMZTwfeQOjArUx52Q51LVB4STJqDQohCl/G4zvgMFkYDBd5pXbGvFYHyTAZYnG7duhV/f97znue6DfU9//zz3ZIlS1DIesEFF7iPfexj7pxzzkFr2COOOMJt2rQJk2YB7nWve7lPfepTt0o7DAc4CjHW43fKnq2Gq9Fi9nFXc86FCWwNTjKg1ymjSlyWhIGYzTnUuxDXNF7fFrzdcZ0SIa7oJw8JRPWF20jIivusCItCBgPwYyjiZSf1aF9l1SBChm7BRlGCG3EtD30luUgUPtVUKBGMiWz2JSGmxktZ6KsY+5TnX0gIYVpX7nqc7VmY04IJ16luJYOMmvwCmtdT8rlSXmWFyLzOtL7gQqCohKw4Roi+GetY65WVCOr5hh72YP63mn+jUxScIjcXXk28LVNUL3uhuegb+X2G0pkz3iOTuFKMXhETOiruRUhACvXBw0zUrDUlxX2VNyFVzOMZi8YyhQpQ+CyNIXqnMSldiJWPa4jqNp+f6xIuGw0GWOxWHPNcQTRF/gV1jqEN+N7C1msK8dHGKEFaqxbOB3H+g1cWf1WlhM00x6XcRjMYUM5GqUJEKBi1dzJVA4xbAcZl28OErNOF1IhpVnOZdZ2y0RbirBJZpUyT2gE63XyreqmaZJa1MHFdlc3SAtGH5ErJ58nGpBZVCSJl1nPqi0jmmRaUgtonzw+ZNalfQEBTeiTxFRB6yy/bWJRq7auDkhSqETw+pFx0lWsQNVaRsX/JnYQL9KJlRXCZCEH5K/foQr2V9icCcBAicSLFhe2qEB/efzg8ZNaWDScG7V1QXLhQdtF1X34MwmpWXj8wikrYqRw+eFVQ0KNYuCYXpWNdVRxo4TIc26TlOtKoCY4PiGOfQkNg3zQcMmGdQfIhY2aJ8AZFN1JMBBLGFn0UiGkHiGlmaSDiZZHFvlzbMNoAKUlaHlwiISb3KmFtEeZdV0vyFBJeYebiEqHKhAhy7oZ3gHNEKMJYf6WFKkqHJtTNGxQUFxKviPW/UgDksb7yZ0JMaGHFhnUu1IWsbrRQMMzCOO53Q6GobEs4J0FMkQu3vlq/fzK45JJL4u8XXnhh4/X98N5AGPvRj37UPe5xj3Pvf//73U9+8hN31VVXucWLF2N817/8y790T3/6090IxTY2GPYFaixZi3yF76HSeq9OIa94BXAOm7A42nOZ669POMP2JlGWloQz4cEAEiJJDpO0FfZ0tlZJLht/93M3hmUSz4Q+gsQ0HbEHJsrhwOGi9RztIxq/aqFg8sKQcsz3Voj0SCZxbVGm7G8Zi1RxmY4xPWlckdCaeAUZDJCiWTUY0BTEeVLbJKxPSUHA2uuTg4UEYVn51Z6WCFeUvV+1ktW4LOctytmoalqV8Aiv5R5McQwodeaC3qw+LAGabIcMfcUsnWM9gRfye7IQGoJXKsYq8VmoNBf1UwXJwnNoMDnL3mjJzC2JmcFAFCBTERS3tok74bxWnl1zlkjeCylt6vILUKgl4ngUX1UzGAhWlskwpbWNn1+ofZyrBcFtIgAlQWS2xiseXQL14RQbuF0y3rwxTycZH8HK2Cnt702OQ/qQHdq6Aucs7q2nzBfljDD90FfGZWcqjJXvI5SS/bALivdGUigt96Smn20+qjVmU7gAKg+yYMpYROyw7LOVKqRU1JkvEIlGHxf2fisC6BdFQca5qw39Tf0kCby0HoP2w95AZUmXVknCWJ195sKa9ySsJgsNYnUpaOjrNhLFQiCpA1rC6W7P1S0KyZThAihjOQkb+S1hs8f+iMH3KQOrchgitxXpwsvHFa8fvbOCoE61XpCQ5dJhS2q4uaCGKQik+9g47bI1roG1FpMa4lhVXFvkvSyebaznZLT/3EpbIwnBxSpJbqC4VuVxwNwkLQZ47DBBMGRZwSUpWrTQYUkcIqHfszkrSHnWN9jeQZb9WF0boxBYrOHo+hXmcJt3Ia9DQX1w+RR14+3bp0HuxTvxa2ZZ8y7vaUo4V90jktPJQ2gskCyBatrItf98P6RsuVIQHJYuf6tCXlvGt+27If6bKiZ77zOf+Uz8N1U86lGPwn8Gwx8Vwnqvlk+28VZiiEIU7o3gvwhlDiolP7mGtwnXos13UhihYKCXrC2ZIJbvhXLf4263IKylGKASfJ3jXJb/HpMoglVY2BfwHopFKIqELYU4WBsuGfewKmFR7SqlCZfYvptco+yD3NMlexbUZTQIjzUFMXm91AjsqezYJth3YriA8DkkkeFhcZiiWYsfWz0/FfyhUGasCqMFZTae61CYU6N0LilAS++S9UU3eGVNCsOB2zMcdfMaLuOhFBJjlKLBgPLuyYiAjQFej9ieksV6k4WhKgtl4QI0Hp20UXHVLqGkJICzDfDAbGyl619MfMr4NYZqq6tXqHca+kCMt5h8sHpfaLmt9B+eG9h1aSLrkeo82kaAB8sHT0xHSh7pGdrCKGdSECFXEmON4hwrnLOFoq4k/I6hr8h6uWbN9F5xgftKpRHVha9XSlI71ThDq5+0Lq6BcdmZCxOyTgeliV1nocatOWET14RWYrP1WqLcuiizmuVm5yXXKF7nbiGxFWnv4P621lRSCycOvNz1uJVrUFwYU5cBtJyUWVhlE+HWkOBJ1SRxza5qjafUT7MopfBNmgu2Zm0n3uuUkt1wd5Q2r4bCBZBLP4ULcP7dV4Sa1RPb0Y4c4nuVcaw0i2V+PwqeFOFqSw1z3fcUuqBMuICghH4ky4XB0I1h6vNwiJI3k2BHG59YZg1Z1MYGt1AlzbgsNxwQ4vWkudbqwC0wkjZX4xzfNcyJkuUNjeOhCPivtbf03uLaEzTtdD8JMfuai7d3m0zIFJ6CxfzmwvOEyPjYq0Ml1lsU/pMQNuln9jyYH+E6L6T2WnjIHKy6VsUb87U7iy0HdYL2JXsAm/dy/Sche8ngWFhSoQyytOZo5UvwcRgTVNS4ffL4U/SKCsQ9mc8io6wMk5IcRsi9F6/PSTRadrlCQo9JrKcwpOq8DtvcbzAcsJCWqE2WRhQqi+4VXhyguPdfCe8aDuJI/ACvhaVBd/NetaeXkrRSaJZualXXFIPcrzEK4BCuWJD6/YWFNeFeWQXvBLBkjTXROG0so+yVpVoedpqVu9xgoJi0tU6A0sbbIStOxHEEBb8MpVBXBzpDhMzc3h2dhG4D52bNSr2ymrzBpBcGC31V3VtzZgnnEc0rSxXsCOvDCHlGCTHWK6Uvu58r47nykYwvnMuFrJqSU/LI4EGigp7LrtGV1f30HYv61Xp3EiSX1c556C4vDAbUejOeIdYiKofqprZHObPG0GiaVxaOhyCYlwm6RL2qtZV9zvMICBAPjaGvKIFrySCFW2TDNaOjZWGkBhkuIAiqMcSJPK+UhIFt1gcpTI7Jr+U8DAJQ4uoauAERP3+WQs7EEBCgpGH1EQo/icq7jr9nFpKEvUPcl4KBR7yHN5+PhaRuXkDbyrDLuOyMxswOYra/YrKx4UjQpQWv5641XCsjtYaBhGVCG35t2ACjC1ZdjB1MFlAgabE8WPhYPUtkCYQVRaFCbrFaDJiP2mZWF7KUHGgkMPzQ5HwZCVMC48cYqEJLJQPhy8DqklQ3CWxFxlj12iRWUrVxqJaVMtYhCd6p3mEDIAEIHXzSZxbeIx1++KELSIWMu1S3uQIRoXAB0hWvtMEqYz35jrdXxCSi/ksSJUEzhGvt3sFoLsQugc83urbJLSR+JshEjL8qXAHpfiGcy/ohO5ilc9z3QRWQHYlp6f1gPylW35GwSYJVODBI4S2tN8JDTE38J9sZ/sbkH/Q5xtcrCLxjm8l6lY0DGivyejpYsbYhuQErnCYhP1s7KPNyEl9XCtqFG2BRKCgOdzFB3WRB41m5N8br0tCi3dna2kbzHglv6nrplQpszQ2W83z81bkqekuS1LLGYDBMAk0KVj5/8XqR3EcWJwwOYpxWWnfYwZPWyMRykIQIcr5z6zi+f0pw4anGdUVbY325q6uiSEvK14Q3cg/UhGsosCCDAebNoSDGppVeWSL+qM4HhVC4hJJVFkA7U2RCnRZrbknYqZWteE1VSVzD9dJqTxoMSFA8dP78QU3oK86/xLuuPFzCmURyo1J/ZNymPNcov4B/vrSWY0I8odDYOZidlyW9Zia774f4sxHMW0k9k9I1wyAMzJQkwmCAJe+sBG4KP4pC9RD6iiuJ65LgcqtSbbxRe6RxU1ACUNv9OQIE/ZLriySu9LGmCGYcNHUtL6w70DcTYmwlZwFWNs8vQP0Hv5NXlgJ6P1xAHsMFZGNAOVvw/qJfae7Q+086YIpip8hla85Vchy0XJeSkB+qR5ayzmnCW/4+w16XGDIlQmn2vus46wzPNWCoh7296YDiX9ZpPBUNfPWVIGxSUKcRyFqrperzqE0bNgSb51advI7kZlpCSTinamVIGCoWJbnRJqROcS8KcVYiNGJKmwsJ1TSCmZChmrbRxjuZQ3tpI9cW0zptbgnSCqRE0vjY4ddzzRtZeST1pj/Zxi+fn/wtNhtOungMJ/4MJKwNwphIQpR5VXgfnoSXyCO7DsYHJkmoytwTLVlbCNZkHYrEVFjzyneikgIm8JOC/EKYCH94DVZC8HXhUIV9M1oJlzPyi7GfhWa6hpiqlsdJzOdwiIwCfkFGwjUyyzKGNVAsPFnFWZ2D1a2sBlrusr7UYlTL8sKaUxFTQSiT+gyyvsAEXhLoQlYY55pgQnteEymti8kayHLtQZv2GiHoQGsh7WDJIRUsWdnB2iiMzcylkJcdq0wW8cFaXxxminOHl9VCsDDYB/8MhgMC2lrU1sJRQ13SSvpcU6bTnOZJiIp1Zuti9HZiwgEKJQPrclM4A8nLS8pSij9YbJdigaVYAsMz0EU1KtCEUIMJaqPiUypdpRCHzg1thBhc8CvzQXCBBX9PPLN9CYmQNrdA5vsQWTeS0ElPNsraS9yMhPbE8ekckRmB1JyVtGRWnEtQ+BsSPBX2NxBGqTFZSRFf6iutPH5249xX3jpIvbLIopPu2zmYVT1DUyproDZkgtKCUQlvhxB0xti5vCx8d0JQyC0PeXn0K3FZcRahLO5q6CtmlIT9pCUY1TwItTpguDT9HIeWrPQ3D70nElbx/ALx3mzOsnMReWAyYD/wcwEPxSARufYg9coC3o9u7m0tWRl/D/3jhci8fQ35N7IyC9bSrO+TNUD2Q1Pd2XzHUHedppAdbDzxopueE8NYlc7eYi+h/UJ7Z+zaLH53nRGErJJx2RkLCxewr6FZRKqbPBMe1ZGiuHjToZORNrZ4R4FJnVAgJtMJExk2KcqeSNdQ9VD7L4TAWZlc2KFkyEva2GDdVJeghVnSqWb9qoClZnHCzZe0S5KYFurA2xPqgvcjqVe0/3yhlYIC8Y54DJgssRg+iwm9uCC+KGTghCF1X0HXak5IuXCuZA0Rq50LL3zGxSpcQBNoo1SJafUg/WP+bGE1G0MvFFyNyIrSu9iksZMyS1ZB6qKFeUuBW9EKpgaqlZ6wvMg2YZVkMeUJF1ZSgghw0SscOqKQmhNTRvzbtibGjIp1Ej8JMYNyjUDVPzyNQcV/pzpKl1JmvR3/LoFZVHFiPxjtuq7Wx0XSBkOLuXRya4+SkJhbqiZ1EXGptTpI0ipjWauH3garYSqnyQIgc5UjRVpdnXm9at55dAP27z0eVInU0yOEko4rG9oA0rMlmZgniTS9m8FwYCCLQ6mEvopW8FIw6L9M49oRV+FcSbg7q8YJbL9TvZtAeAoxNJGX1HlogCKv7FocXZm7QjginxeMFKq8ADKJaxVzdajtm3z/5u64ct3SuGNpL9CMJML78QmPGhR5teu1otCN9SkL7zJhacl6knEe1fo0ctcwdkgIGoXPTBnIworlnmql/VpwWWnJivfWcDlK4gqPLbmcJw8oKHqTd1/D74jD82kzCF5ZrIztg7mVq3L2rLJwV31mXbx5+px5ZXmuLA03uMFAFSezuHtyLqydjTH2KAsjp41TbjDAjW200Fx19aDzNvG0GPpK6SsM/SyUCnJ+wjO5Ozkmb6sUL5nQkj5jwl7k14UxnVqy+nqjV9bskYrLtzmXBI/D9LOQTEpy2eiBJEL5NXFI7BcWA5l/p84T8laq4XiZpyNwxGYDnUzIqnDZqNQRVrNqLGpKOhzOkzjeubA8JHfFfQYvyddGOhO0CYFlXHbmwixZp4HMOkix9InXaIuiJpCFN1Kw4kyITTxosmsTy7OCpQCLIeUTAqTWnnEBxlhDBe2/Rnzp2TJzKLm74wFZ0R5LQYjQ1mdxh6iuUPewEKUCHVhUKxcrLxwTh/GGjTa6tSVd104jHJ/LibEIbp58V7OAIlHWiCnUv9+vj8fF28EPNHIcxqRDktBVlgV1ycDweSwmK7dcrA02T5asJWu2KHVOBZ4qmNVAOaYRf/9gpTiSWrKSkBUDxLtm8ENZkzaXC8axAiw5FBcgicMZWUbGrO+8DFF+3JAHwpqUEPomcUuUoSgwJhmRtGrs8no3HiRI2ZK43vvfuzBM5KEcrdO7KjGtBI+MjJLLYNKXmvtXCAPA+jMd41W4DZ5AI7IliHk1qvRjHbA9LtP+Z/NACvFr54lcgxusUuXtLNGKWjZZELW1qi/NQ2m1XprTpQNvovgJJBf6XrXsKGRHpnlSEDwYDIYC1PVBEXyWwA/acQ5Lfiqu0byygntprVKT7uHuqaXQVyT4LGX91p6BVnCBi2aWe2FfaiqLe7ipLrMdN4BwAdxqUqy10aKRQjwp3Z8JPFicfV5neo7q2s2ExkmoG3p33IiD2sSembngK8jc1QEUR7cttyYBHXBf2AfBhZrvL1K4U7d1cwEcNaWUXyC2TfCUEIMd8wsIfsbj1EcDhsw4Rlo9p33Q5S7isZIgYGN9jue41CtrR39OFaZN61YeJoGfQzI3dP5e6/i3FDZKhXE4ayZtJevjsoU5KbxzBQvEZB144TI/7/L1CdrO7WWSs3GeTK94xsli9CpeWTQ2kcsKZY5yNvA8iJXHx4UaOgPCBQRlEilqRJ9EYyG6X1iyDmaNlBOzsbWqLvQVjnWSGcj2KUjiEmtnf6w4ew9NnC3r24JxC/E/Ns6jVxafp2wfwrZp57jSnsebLROE8TWJQiXCmkWJHPkZvc4QpGkPNOwXsJPIvoJmQZSRVEH0GOms1VZEAQo/sKbEFH+UytCs+5ireB73JiwE3DWgDixIsxqMnNqnbGRJdk9JUOQ1GBOmxpI1kEh/CKeNi33PNKyxzaQZL7kyaJDP5vfxhZ6/k7rFUiFvxb+5MC6zOBk2aGO5EC3d+BKhZkJchaVGRjwVbT+vlxJsHDc0Uc2M5DCrD0rQxWMZJddxRGJHX5MgjXVJH7T/bJx2O27voEp8lVnzNmgSs4QO2n2yDB5/NolPKRQX8ffCIVE+ksgDtw6h90/WHtpBKxLTam7EGM+yXrwNXGEQP9ffkYzJGqEJIRkBinE5SYDMhbjauEDtvVdE+OLosKgfWhJLViJoQExh/ZN9lf3k1v9K25CYFoSsJEyU33EBN11Xstpnn+uhBpjQQ7tfWoLLOij11sNEKHNdJrvi76mGmKJVWhh7XmklDr788BY9NHRLsDqQbHk6/wyGAwaJYFCxgmzyypoM5BojuQPjFWkimSDww/jinu95g4E0Xp80AMiEH9xLhBQ6hGilq4V/YWs254yJoJHczOuVTnFfKMXlDwKYuG6KGKLSndQf4mVyqWYOn/F/qRSui5EfPysIrmTs7fTBwWDAG0ao3hFae+n5TCHsvax0rywt9BWOG0X5Hd3D5XstcUBSJvBrJzM3tO+5a7iCyKOQrzjXYSGgoI3bg5A1EUIyr6zG+iQWq4XERvLsgfXNeV+cYzTf6Fws93z2/pIzKnFQLhQmYwoU+Il3TN1AMVkLXlmtQMYKiYIhfKV5ZcE1iiVrYmgVuKhPSgvCN1ZQiDGbtYWEc7yvCHKMsGSv+BxSTIDBwCQIixr6SjEY4IoDbWypXLEpdFVp7NNZVbk/yS/QoLyQ5Wmfy7ZQgr0Y+kp5T0Xr3vBZEouXFHhcmUXX8dAT/CxUA+OyMxcWLmA6CO4syYTUiGltGYqwTnMrkYGdtQkO63xNNrqYTZ42G7ZJZdeG+KdJVmxZby1+iLoABherNou8dG+N6VpDf1Px3AIuE7T5mDQlt6iYjTzcS+9Q1WQl5TI3l7h55+83c4VBAsnem2al3AbQ/qDZ9cIHXjfa/SERVVjIkzoEQYToK+hDH3w9Vr66XrRdOzjwwPf4jps2hGjpLA46ybOU+tSAh1hQLVmD9p/agQQHCA2rKwlZ0ZK17pmJK5NywKL6a0S9jrBL6wZuadEBK1smMIztYgS6WwmXcb7F90VEMRxmYNxOTBRjpCWWMWSJFP9W4ltlzQhZbpO5R0LWyjKIsk2jwJ0serT5Se2EbqD1S1qyFg7+UA89sZt+aIwKGhYuoHbNSg4w/cqSVbQb5wUnjwOuvdeFpLXW45MBU6RNqsTSWJUWGQB5iOVrYmL11PBMYckaQ3twYUhIZpYo0uL94aBT5wLLAKECutNw+Z9OqAGDYSbBu5eXDrfC4p4LY1lc0XgAF2EBstwC0uMq4TEN6zqBC1ax7NzrgKxh0SOrFBdbPpeeDZZgmvVlsk8Lwa1qhVawVOKhr4ISze+drD2wfw1CAiTyyhLl4F4phYWxzv1aF3Hc72oytHtBAov/KIVjyjmlcZ8phL6qC1Pl3dBHMgUrhpJJyu66IXAb/mHDPpqEY+L7dKgfCV3huywLPRkMdJsER4L7l/IcKMI1/CTeXgl44jVQPeGVtbs/WoULaCNQ5FagLUMrRHBrQS5A4nwGYoEyr6whutqnyu3qMVUfR68s+o7zaZgbInkt9yAirywajzB38G7OG3l4OqEQprbJ0FeU3T4zGKA2wzjhnyvvO/HE4vOJcxcp0ObCWKhD8l7Tc6736ANPx+pc7pO4KoLakoEOhb7i6zgssfzMFt5hOXmr0qdtz7ryPgBZbOOZZrxwS3qG95ye9p9uSwO5sDbVRA5MvLLq2oTnzHCOgP95zOegLBiOKvlpJpnsyrjszIUJWfcxkqx8wmS9nnAwy1ehhS9aOXEhj7JhZdovrtnjmmcpOENBQ75h8M0z2bDoO23BJTKMAumJqjxtYSq5HREJYJasSIgKZaD2sEk40pCYIYuRKC0VtGt5eaBdD8K/JJ5kE3jMM/48GV4ABYeFzJ1J5WCB75fdX6IlK9Mal8i6QsCGMlwAXZccUAb5BlWqMq+PbEdBW56AEfDkdi58RWKaxiaNQtYaxUMRdYqIEvihBaCNR6ZN9soR5lokSRIdhOvGNvQNtJuErFm4gOCKLyyzk/AWLYR/0bqIP5eIqRDq4vVZLKewjlAMNlQqMItFXn5JqIZZiPvpeodjnFeUXUttY25cGGtN68cSaKiL8CtZ/GFxGEmTHkwmPEH9GubLFdYhyXc8znfYD/heEp9TUCbAn3wPaVCw+Dhm4QCkxeAiBRIclvF53i0wc9mk9VSbdxRPsYX234ipwVADHgezrfGADAmgKW25BY+210ePGSaI1dY4WvtR2FsTFgUeh14JqbDXJ+hhsR0J5O0hy6Jr67JccwGEVDYxQW8ilKa9TiIIH2MswKTtYq8M18fwX6TYLAk9lX08yS/ArO7UeLgtUeuVxYS2iWI1upJLr6kqnme8jreH3isXYBXaKt128XJ4P8QFSJjTInYUGn7IutZY5KGgsbA/JTkZSlyAcRQ86whh447+bP8LJjtqrH5a59K7le8tUZ6KtiqJg6vQC/4sGL4oPIq9xxDCIQl7gOECwrmSWf0mZ6bglZX0aZ1XVqk+XBjMjFQkl6UYpmroq+Q8Gc4//eBZSGEAsIw0DnUEXAucnXkxFpOigXFRaIs/03lON5jF6l6azzHeaDAY4CtHm9BXIcFqMWwU5oNI5zPGJaW2c96svIsmBQ43pNHiZGf1CQZJeXiVQp6cRNgu5Ai8fvxMTl5ZNGazc3w4cxT3t3ahr4zLzlxYuIBp9R5bFOSiF+KZJFo9riltmtBwyI9afWVT0jbPRNjH3FiTRZQnvgqHak0ooy2oTZDuQbxeNdahyaWyj6SFAXYXy8YqXKbiPVr8E6oDPzTQphYO/uFCva5SqFy6RrPk00gJQInF1SggoENHiRBJYsrHJ9vAM3cuqv9k0BEavTqrblYffFSb8cUJSF01SoIg+p4Hm4eDA4ULCO0fkCQMiZuoK+8jJBNCECvioBWtTZvCesj60yGEH36aYoSi9l9ZZ4LioWi9HjZz7CeebbhuzLdWHFTEVHUpEn2XJN+iupErJMVNIwJPa1iWsCJY7lK5df7dfH2MhzuwZFX6sa6ZIUYbb0vSviYlWlJYFcaE91l0MyKIfkr2oRaCz9I7jIL12lhs7NeS0ishpjyJlTh8CyUWublRjGvfHIq5msbajXurtLQzGAztkHkQScFK2PeaDAa0fUIT6JXW41Z7ZFAus8NztZ9zwUeskMKxhGu72OcyZSP/TgqZJhv6ShgMcK6t5ReorHu1vuC/MxfhyaAkCE2E3MxTJhFiCAFwzX6RhnBgRiW4n7dYs8nKMXrGCGFqPMfk3CUTpmjGCfBnyWBA7qVciN5gMBA92ZqE1WL8eC6WF95NEicFS9ZubskKAp4Y81FyEPE7zbdsf5b3awIpbgmbtFsZF8yTKePJso/xI/YeE6VFMBjgAnUyaopzmHlW8mEZeE2TgUp8tjzLYb8X+L7sH1aHKpSdt46NSh4mnMZ1R9YDZQFCkJ2F6GL9EpNj5V5ZtRbjmuJAtEd6nbXx9Eo5aeB2U4mZT8otaYAVyq0eK9bAqXhlSS8GERpN8lWOmHCNygnGC/g5e78+ViuzlOZW+sR1J3seN8w4mCXrNFBxET7h+AWKAE0rIAoNazR8UcsVDt4KocuIhbKJJ65FSrwaqj9eJ12sKBC2IrCLZShWscnhWHEpTYXAzHIyXhA+x3ABXPuvCNZAY0SWb4mAS5BXqjaFFcgW4LImK0uMxTMRkgA0celR4g+1EdhyYVe0NKjaXEryVAs5JmLIhbRuidtFeB1Z3MawGSfjr6CFbA2yyCy1LRMeMks3TlikLoPF74pCPNbvE+HEA4c1lYiUYq7ihlqoaw2Bi3FcpYA/ifFZL7TSBNBxgyerzPD+vPYbiOloHO9ROEUg0sebIAV3TfGO4rOFcA0PB6JPiHzKdUZx5ydLVtQWc+vGgiUrzmtMZJUrvzLQwYqIaQgDg4lJSlZUmudA8bCVtiWbS9paKFGK21e6Vv7O1xAOYfUDQzkLdyJjWQeLlGzYU3ZneZilYprO0XE/ZG0FCyewZHHVWPZjsjD2JkFMB8MO/psqpnOvwTCjAEK/ibLrJ85pJizwv+AGkyq4FIVSxk8jB9W8rxgP1YRQZE1KCmKuDNI4HggoQKACoa+UdpHlvMZl1b6gNvKDe02fxTiUipARKEedwQAJ2lDwUlIeh/ZR/yRCsmBtp3plJWcWxskVLxYeMizzyqpzBZbWy/QsEqSjgjTwb7LmEoL9JPQVF/KzBKv0rOiSngiHFSvgQl+ikpQrRjUDDq2dJJCKVUnvySxr2wqYGryyokUjFzZ2O27XxCx/3UjLcAFy/jXmF1A867R4zfw9SK+sOqU3VzjAXN87lteRQl/JuiWWrPy8Kayg6/qAQ1Pew5/gDCaV3zDfR0JYCfpcWkyT8Jz4vwx9JTkreRJwryzhEp/Wl63N0eCiwWAgWEQnfQOcHMKU8HIxNAaFMBOKGBImyr6LZ/o0tIQGChXBFSmxLdQ/dJ1WgJzrfJ2LZRSs0/njarxkW3llUVvxcf6c6dfy0B8ke6G1VLaX7od/kPyuBe83LjtzYZas04V20OOCuJqYR6Vg5GqCn4AqiYsuNGwEyzCaCDdkGRhvqMY6gcqJVn8hXl7JLbXUDzWu1pysRJJP1eDklgs/iYTUkQsuYC4JtJPry0VFATmAC3ZJ48UX0slaGHBwUl8XHFwcYKLVBf2thQuAjUISwfi1ohGUz+ObfpYtVNGga22h50k3Q27F1oIwaprg+DnNNwoXwNrYJ4GJCCOQlSPr1zCGo7uQQjDSkBDK2OgKAldHTGNdPKGNWnMO6ANoH59XidCz5zP2SiFZFlNPKI8yci1cvGl+4qEvD/uQxfIlQTGf3/RPxt4LQlZVoZRZS4g6xSHP5ixdDi5WPbKc0deJJDYaG+dZ0HwaatwVUxOcZsJlxaKMQ5LBLHEIUyRIIQRfG+jZyRxl64cmnJVC00LiA74mJtZrcp2g9ZGsL8IhOirL6FBCsawEGefWEY0hVAJAdDvdfwbDAQtuBJDtFVLQJBQ7JYMBeTin37mClq8X+CFTnsZ7xHpFAjZt3ofQV2k1Csomqj+FT5HXhLZFJWlROCMO90ms9W4e+qoQggrdwWV+gULfZe7aGmR1xbqd8T3VK0t4xNVBs3xkv9Ma3mlbFucWkus1eWVJS0jBP/F9aJas2v2sbUQdM29GGidNltzas7T2qV5ZzIo7YIznF5BFSK+s+LlilawpfQsW3EmyHsbxOC9q5ZVFFvPYfja2mXKGEt9Bu5PQEYJPZy710rBFfi+5CRf6iTJkvNhYN9WSlfUJKYrIUr7fTwX7fH7xccHHghbWIfJWJYnrYOCFrDVyhawdwSsrSawqQ1/xtVoYDGS8WxEMT9qilQT1Wj4UrhDhazc/GwivrzTMH3tOqV6JwUCDfIH6gHJ/YOirGq+skLwv7iuTlO0Yl525MCHrtHqvufuisDUeZhWNRRB0NSLR7hQ2EG0RpYWbm7HT75Kshu/U+Ct1qNP+SyGZFgeFSAotlty6iwtkOg2EHcunBQ3iyNAlVZlAWhOLTFqUa6xXE6KvCRP59dKlA62uCiEQqDyOjMwplgZ84yqhrj30JwnaSZ5TimdbK7SW2t4aQW2T8IMfzjRrixJxksJPIWhJkwWEZBhKfXzstsLBkNUvc5krJfvREN0EtTAhgpjGKgjrH4n4fSV4TOZj+Du2W61XiAvK5xwRhqY2SUhiiq5QOsnnyexiXWVZ0co0T3wVXalYmVH7T4cZpnQoHhzCgbaysA1rCb9ePcRXxDQtN3d95UIEbVwlbdYgBbMNwfyjG2pJWSLnmXIoVBULKGAQz5SKNCnUbWt5z2KPJXFqeT34Ols6LBkMhlao6FDluZCsZ01eWbKgZD5qlkNsndG2tIJSNa6f5JVFh9S6/AJtuSzVgwQwmmEAt9aNn6XcJPNQSJSWFVdSvbKkQJMs36SHSbT0rxTuXnAn+HzpvRWEf8n3jK9Hi9JhwzmkZcKWxCsLk3IWFPjcirawv7ILwueiHQpUi0buySMtlOt4K3SK8j29o+jxUWeBGCuWCoiy9vB9FPgKKMUpIVDAWD+MW/DKUmLP5s+seZ9N87FGMat5ZcXzsBQUat5IxGUV7zXP07qTNxiQnllNiPyRKX46He+VpZ1hhbFAojygORSMgGKS2KoBRa+szMK1hOiVFa6ncAEjgfdKvldCYchk66isP0B6PGRlK4Ur61SutFAMdtrIQLJ1oluYwmI9FmHg0jJZ+7RrZF1JMUDvh9YG8jhUFDST8coyzFxYuIDpQF0sKo0eLrBSc8PBtX/8b36ADJ9HISV3l6LnkSBEVicTSLGg+KA5gTry5yYLJv2rLF8zDaQoP2puZB0kYZkKYiyX1NIW/2QLESzMGLNIWrdJYqiFGojPaqivdKsiK14sL++bJHSBryR7lBDYtlhUo0Ujj69asm4oWWzUfc9JUmKxmBMALiDD8VRnuUAfQRWIQPGy4X2StpIeNZlNhs0b6coMhAsfS2EWuBV3t+t64YYhuBntGS/PbaYwSQT4dXXiLjMclOgHy/ZhMlKXQrE+ABLhbm7p6C12lVhSABij0G6qD5QFWUf54ZCTclkOc99L2iebLAS0qSWrJqTM24DC4OBu5MMNhHABsL7gXGPxmaSFL93boAWu4jAFgSRaSFafgSVrrH/dwbIBpP1XCZui4Mp+b3FwLSUKkMQ3AbNuzZIZcgLJx26iuGBjpLRmSu2/tIpOhBJM6RfeK2Xzpe8pjlWi/CKCTgf3lnF0+66L/00VcL/BcEAA10zwRFL2a7JgYtwuswSLbu9dNn+rOMyJV1JYM7y7sxKHtLVQjCniIRwAKulp3xAcSIakic8blkPUKAJbLySCPXOvXl68WNnzuVdLCBcQ61dSUHNr0pIAm1vJheuaksSo3hRkUctD4RB/Yf2i7n9hDW6MBysEY1GQXOKyyTPCuIF9AeSK3PgCheKsH1hyNS30Vfyb6tAm9JVM6tP2TCOVjSWFuZgHdcmN4u+D3IobQ19BWzSvLDbWkkRnbPwVBUtUhPTK4mHgNE4G7dTmX2ZskoerqMqS96YJjZLwS2SswwX3wassftJG6UJeUwWvrHQsBMUwtJNbpnM+TnUDkknzFrgsfweaV1YQzsHT4loaLDHpSuKtlWVvZSyDoa+gXlp4P664qhE+V/Oiam8SVqpRkF8ORVO6vhj6SuHDqRGBl5HI0FcYp5fLWCJXhHmSl5d8JNY9Hhe56JUFgDFKXlncw5Y4Kzfi4OsUH58t+s247MyFCVn3MVDwx92NaszhcSKHTU/NUF96huYKTCCiWfqOPwcX3gJ5g7qViCm/DBb9cH3c3JSykkyQ+Jlw+5WLm3B7z1xjk8O+orni7hWcRALoO9IuDYeuyy0LMkuI+Ee6EbFwD8MsG3sqlME4kpMN9s2s0DTy1y24E9VCuJ3weF7pTyHAK2nteFgHah5tXCWQkFVDqE82vtnBLCkqHiyYNYk2niG2WXC594mv2Ibd77sR8n3WLFmzOgoNo3RVoroBKWebcSr0D/FFa7SuqSVRQXgtXGeQWDD3lCReW4jfpq0dkaTKMaW5urWyCsqFhV2I8ZSQpjCWpSBPuj2SNU+wMsWg/lomX47ghpVcVyKRyZyo5gFask7GEkZ2iySmoQ54uG5jYaIp5sTfiTuX1j7pWlW3BuG+JfoziaeVrqkJ0QQoGb65gq7DY3yVlDvY70yZF1xlk6tpHS4eXtuFCxhOMyYr3G8wHLBIdCs8tqdQUvoLwj0FpW68TvFIUdfSGise5pUV41LWWDkBj+UWWDKmPvw9kAIDzOatKaZyS1aZ9DL2E/NIIcFgUg5TUKteWSF+PO7jBSFk0na+b3KLKa1s3hcFJVpUVHLlGJRBZeM10uNIjougeNesf0nI0WSlp+3v0uoUeYQ3GsmS2LC24iclgRJXHNR5q+H3wupOWN3GNvJ6TNYqTcZ9JyH9BH0eFNAjwViGbuOhrzi3ke0R9cv4EntmcT5SkRr/LRgMRMVpgzKUlCbxvMvfH/ACaHch6ZpPfIWSUF4hITAVZ7J4lsgawvqDxWTlBkV1XDbJ2RHuh/rD/Vh2+A7CfGlKpqBUbhVfN8zNGM855DDACBI47tuNQ5Rj4DrJZBgwBErHOpHjIi2s8DxS8tNyUsfZYBxwryztPcm1SDMY0ABrlAh9VVRoRSF7WENqjrlRFkPGNNzwQ3hlZe821KFtfhPjsjMXZooxrd5jgkI1vgx3Ayp8L68LUCcXF941aP+1ZDWoBaM6NxFTWMfkx3IDyTSxiuBAiytIGkppGVfnGoTPF2QwCvVyYhrJoVbXRCiXW1aVkLgH8PoJkp1BCi6awgWUwJ8rrWMDGrWF8p5gRZgQU3kNjR9pMSi+b6vZx8RkdL22uexLYkrFyoOBGEuzu8CanM/CWaqTFOSUoGi+M8DzFZKWCraUojUSkV5QPlRhu0U9k3EcyKAknm3c3LJ6cGvDSvsfBWgBKBSWRIWH86D7uTCdz20xhujAi0oNTrqEkiL5jMc4pkMyxmQVz8/aWJgPIm5sZe0tw4AIS1NNgRAbVlBe1YEfbkvKL2F5n2Q6ZeUk4V7ofQ6UNbkGtXGs6IBC5fB1Lr7rYOkSLS+EZQYXAk0le63BcLCibn2hUEpN6z87mGfhmPB7adkZrLb42izndbxWWPugdRxT5pSS4IjQV3nsbsY5Ob/jHJHXgdqo7gdszaeYf6IcSoTlDSyU/AesXM+3hEdGXCMZf+UWmUF52+j9IAWjDTEIqz4Q/HmSUOP6Qr1LBgNJPYMVbDEma3pPEvqqGGZJWqHJeJj1e3Dkzep5hcoQbSHhUslSlcoK7Ytu8/Q9szZNkriGeUpC1kqINwkU9s7ETZx7N7I6Zx6PJYMBEJjJs4TGdeiMmsUFZomgIieUSdNSA4f8Ge3Gb1ZPMhjgSVy5RbUsVpxN4/oWjRqYgoGE/JzvUHs5D5LWtfw5VD63fsekcGG8tB0PmQAznAFp3AULY93YQHB03kd1axP3TCgpQfC6gmyAKQuK4eUo5q8cv5LLaqFipHIrPrtgMMDnTQjtwY2lqnwp6Z6XKL4aOLNh5sMsWfc1ulJgITaXLHNzdRBONK0amDbMa8KaiJSmAWZfh8QutKlXLqOCaGTF+utwIZRCH3ClkhpCtGQljWSD9WWBLBczvSoWTZmrTaKdD5r4JDSD2Ah5fJi6xZ4hC03AA5ALIY2mtUIrS5IDapsIJ9p1ia+qh+gbmrwn+z53pVc14Eq/wEEHLIKza7W/tSEOh49er5AVnohpoc0y5IUkpmANElzy/dxhc67bdbO74/62Hmg1azY2CgOSNDxojOsEcSVioF1P7ZECUN6+UvtDsgDV2h3dQf27K1mjYt9o9Unmx2j5e7pGlOEtC7gQXRBw7qooy6TDFM1bDHsQSFAkqorCp03cYgALbxCJOYbKEEK+yYJcgRLBLrPybhKSKuEgMsv5OsEHWQtNxtIsm3d6Qit8n4OC5TFf4wTRpr2jeMhhhyUf2kMRMLAxgtd0g7UIjYnW4QIg3MwkFAfK/QbDAQeuNOUCRZncioO5vBYVvZwXck6kcDiUE4XDcmYFSvdE/hfckSkcFn7PFTCKwUA8bKdKpvh8MgSQQC7LKjMZhY4SKqXWYICEaDLxVUk4RSEYZNm8TfJ3WRdmBRsTsSTCBZmEqyAcUNqSPDvwG3i30cqrViDbQgisJb4qlaEYhKBhCblYUyi1JuD40w1Ligr50rmKvxPw+ij0XxL6intlibKHoz3X3SXqwnkAjwvJzoBaW+i6YWatyxQx0nIUvw9zjL+a0rNE/aNXlr9YCOE8hy9ydW49Gm8S5zB5b63hxFDkF2DhKXibhNU2he+Ksnh8pvDK4sm+Sl5ZcJ38nI2vLO6vaCsaDBBv4gJP0T7ilsmQ1gwG1DAq0+BDTSEquDyCvPbaclmu5OP7AwvTqHpOsmf54tg6iPOzzDOjZXvcQ5l3LVdSSeG5rxArqJ0HrHHZmQsTsk4DiftU9WH8DrXrBbf4LMaITJzDD/6JkDDEZFUEi3R9SQjIg6AjgWIbQ7yDzfO4oBYO+xmgziMi7hHX3rLP/GJeL8xKBBLCHSHRjGoWeyGeo6+3jzemkZ5E+5qRtJLrTOGAUdrkihZvLTclGUuqrsymcnh7QcMJVZBWanwzSSxnFYtpagL2X8PzY/+LzOSyjn0e3F+QxLqyuTuHHBMTQUA34QXwg5ip0guLFoz4GGtDGL91wms+hrQDXVYnoYEvCcvq2scPrg2a6CS+j9TuA0mmw6hmdcksGyOBobioUujbBG5FEsr0yQI0Yir6IghTMXMutZn+dUNGWRKyhVhbGeBgWrIyjVabss5MwEtu/fz5U4SfY2KNoHVaru37EvydFYhaXP9CzCw6vCVtZomoKldYr4zg7y0q/ZK4auyQVhfehFldJJZVbN1Rw7JwTGZ8oj4C3A2nbvEK9xsMBwQk3+KQChoewzreL2IREkpurlI5P8k1kBJa+XvqvbJahb7inhekuJNlaXEC6yBzLYg6aX8nexklW5XW/LxMCkOVrNeKgrbEFbkiTq6xYv8uhgtI2jwFQQslMmpC9j7SvoJ3jEr+uCEJ4QXjUMXkR/EdE1+GfXGklvdnPIIglcaiHxtdgamfS2c9UopzDxCMeNUQ+oqHOZPcps38axrPdF7hZw0+PxWDgdRrh30fziZoJJH0gXLODeM8CX1VSkjLLTLrUIjJio5v2jmblk9+bqK60f30D8+lE+n4xNAAqaGBf0eF81dJKI5rRlXnWK86pXqdt218l+JZA8UoqhA6otOwdqryFF6mxi8LXlk+qRi1KZ0HqtEAGYCQIYdmwMY8+kpGXHneHRE6Qo5BWh/4ewBuncSXdo0wLjtzYULWPzJgsgwphk72ZRAywIRqQ04KxDQ5/Gq3kSUAt/7BDSytR3IPCgA0TXdBiOoLzgNGo7BClBGDfjeEUNA+j/XgG5kUJglrONIMk7CAgpHTvXJzKQgJogAguErUuuLGe4LWkgRVVD/+rDaWECSY5pt3yQ1PoiacQTb2pPC2FJdM1M2PldC/3PJEi2GG4RwKZWNiozTRQxxTqtVyevhQLehkn8PzZzPhU3fgFvd2+8tQCKkcHLr6oYWsPTAh07gPOSD7pjg/aRzxc21w/0veNV3LoSWkk8IqhYBhmcH6hoLpx+cSyXNTFC7KNUl8jkQGA8GL8UaC/lhNxQKBLGiozwRBj4cmaRHAtfDSyod9rrZBWhfFsqXGowZwKz00uqGGv3k/aOODH/q5wJMOX9wCgoMpxfB9M4VAZh3UZM3BBcE83ARZJndbtiEQ02FNDOOkXngvU5oI6y2fEEYQZ+5+2gJgGzKYRsQkxbbEYNgvoR1wY2JR7l1Usq6LsfRZAjpRHkJyIO7WKqGFe4I9bEj1YgJfLb9AEE5ERbJMzkMKJQ1Boac0NI0Hyvek5H5h4ckE2Jk7f43BgI/JygQsZCGV1JMErn3dPZague9q/J4LdqTCjcIFtIVW/jjtX4ynNHllaeD7oBqqTI69XAGAnFwTILVU2CVJXOXzyOJZuq3XCemj8I2HWxKCHLBkDV5ZXnHOjHUw1Ybvy8FI1/WalPLauakkxEpCnjV4xGnW2lpb6zAQxhPMQKgz6EdrQf8OFQtbjUdOBfzcEWOq6u/Rx2Rl9QwWq3EM0FxSvLJwveXrBp/Xsv7IxfK5jWdbuh/fZRA806V1Z6gmDFuEvuKWx3XQjDYm65WlJZxS8sVwC/HMWIW87AYylnUDL2zqM867Q1hE1SurLvQVndVaUFTjsjMXZooxrd5jSX+yuFThZyB32nXxECwtmpQFKrru0Pd1i1jdAiEP9txsnhZqJKs17a6z9CyRE3mg5wtyUz3pfq6lTuohDuCwmDFLtjS+YyCsinuGKghT+jlzjdDKl9r/kotXDZJkE1qdmrTOmstMNg5F/aVmTQbvL/UTkoRCPZX6dwaKNjFsvFr8xyigYtrttK0pIUHyK9x2qN7o8sYFX52uWz6yrYrJ2hAuoLZt8uBWcyidTGIFzbIvK4+ep7nEYIZSpliR9xXqG2ObJnUT46UEUuqQ9p8n4uKXSQGgIiBHwSsIhfnBjKynlTi8WO+mcAHCUke6UyZx8krWWDVWHU2WKtDuTAGVPaIFWeWPTtalqq9rXXjZmM3imOEzgpW/sIDGRGZ8DDeFr5FlqwJi1u94jyCfUQBA6wMTPjCLW4PBME3I6cnd5DUlOPEiLZapBD9YSqstWa6GgleWuvby+KcFZKGvtBA/XNGVVLEgsC0ZDGheWfLwz9vJuRBZ9tH1zOI288pScyaIhhMPidaQ9QJAn7wlCCdD+DPfpqqtmnWg3H+y/aiN0CKrjuAqxB8LivbEK6uJs2ihbxSDAfTK0qoe4u7ir5LL0u8lbs4F3fx+QnQ7DmHRYtd77jyr168UD3UWwlPhsoUxnrxP3s+hz/j8y95DQdgWk11p/IuHfJPl0t+y7dk5TFq65harSXlMIK/lF/DnXzb/qJ6yDsyIhHsSeS6rWFnTWZZ7Scq60Uecy7KyG72ySuep2DblXYk1tlYxwe/XLD+blBoklCXen33P1qKokFP6MnDZZO1gXlmxaRovZ+tpFxQdJc/W2GaeH4Pi5DLPTJl4LjFuYvKJ6YRhMNzmMEvWfYxU0xNiIGa+3gG4ASnhAkiLXNI+AxrcayiTegIULlVkLhE0ScKibp7KhqQtYklB4Tpu/p6QDamVr3EJ4JtJvEWLPSms+Egww4ksuY/RQiwsdHm7M+0XHDYg+2y8oEYwFzRY8duSRSONlxIEIfPWe1NwLxbEO2peqYKSCCaWDYXEa3R5k5CFvUPUBCc3s74FX5w27mO8TMoQXKofCRypDXxz7zq3YmR7aENNVmOy2JFCXgqToYFbHCcbO3NJEQedJP5QqR6a9Qw+LzyK4nX5i6PAHQV79F7pHfB6SfKKlkOM2MSDXIuNX7TXW7LmB1dchxKtfD+dD0SOiZiSJX7hOb6Meu+B5HCUvEv6WR1ImxI2VfVQHhfaB+8rBronwTAfR0oyicrVjFlCcOAYKNQF4xtDRlbRbpbARk3gohxQizFZMelGp165x8uhrMIamGV4Ep8QhQippU78jq9lMVt1g1UUg8WxMhgawJJY0d4X4yqza5LQV9IzpgHe5VlZO+ru5XsBFhLWDoipngkMmJUiP+xLryyqP/fKAq8FcYge8vwCxFkZX8nWca1tPNmoFkaG2igMBrzVZqi0TDzT5JWVNKLgBcX2hsqalXsBCSWv9MqqgeTRqldWS8S9NPPKkntESdFf4wWmhb4qKctxv6nj9WKPLVjTpff1hBK4RsCIimva2/3PeSNjzo1B6KsqMVTlri2EoSxhkH8WjfuyIE51iZ6MIEizPC0pYmosN7HdzCvL38M4UybEzhW2bQB90RV8CBXMI1zpFBS8FGZCtCFa+uN89jFW6dyoxkrmkIJatZLseXJ8cW/S5FzM1hKGuhAKWegrLF/J4TKVs2mdgoeXXfIglR6YksuWzlXwPqVXliaHEPOkCBKuSuv6gsEAhq8TQt+Ky7Y7exiXnbkwIeu+RjJRhQl9slAwbXaTcIpt1FVyKpE4gAkNS1CtBPiizLWmuJjGG9ktsAHrC0ziFi0XGKkZbjLH1zTfuHAq38sFD63vuIsVE4LiAlgQXHOCqX0v6hbJSNOhgqyQlayb00LDApxoCYWQLCbaEhtPJrTWLB2Vd4flFSwYYmlkXYEbi2YNQ1l3C7GktDhWUYgviGkiSA2HIHpvKByqngksefXILW4P3DZSM4fiGEwtBPHq0niOVhAFMl8MIq8ffkpJJ2LbmIVPUYBWqmfiOifivLH61sbHpXtEfNM6S9ZoTQ3PB/IqLTq4VWpm4cvWm/gRjO0qeUdeR4V8h/GTCOm19Q+VV+Xm1ykhIrT9IGmTTn5jrKnk2pp3QXObWzQ3WRBF4SUl52IHKD4eQsxcssboaIo5IpoEJiguJzIU+0bxkJxbXmDSOgjZ0UKw46tjMVkNhjh/ZIKpqJhRXPG1uYuxT5VwMMyyiCdZrb4vcFmXhiCin1THREgnLaLY9VIIpUJ6PWjt5Yd1VREmyiytuZmQioVmkMrlhtBXJGSKbVDaqcZzJx4YBMbFuql7e8362jYJGCsTn98kSCJhoFAAp8+mPWSYWvmyPSu2I5ZbaK8W+qqkrFWqjoIqCn1FyY/4WNHGEqsTTxIcvbLCGCOvrCTPBp0vhgO3EPILjJElq1K5OB+Ce/SgZeg5LhDMzpI6l/VNlJxFeJyIezOvLMXFHfldsZ6hn7XQVzxsW17h8mfs/J3lF2DvCfOb8Dj1MS4sMxigNRFzq/Cwb0IwzPtJJHKN74k8kOL6GcpFy1feqaI9k52n/BnYAcKVna+72nvhxhn8TMRDfnSHiiFJpQxRDb/i4zXBvdIIvm6yeLl4JuTKiLqYrOEMqY1peX1c1+VZitdDjDtsS3h+KcSZhHHZmQsLFzAdZIHQGZnj7jPaAkDXU4KsJhdcrqVu0PzmLsCVq3SMY9Wg1fPZXYVwSHOf4puQZrFHmwJfhIOwoLiZaxonEoCKmGEZCeXuxfHebsFKoeEwLi0DGDFSLV2pXpKMCOsqTj4aEayccyu3+uyGtW3ide154WiaMKkw/gjTDBeArhkapyZiSsI+cusgIXFdDFopbJNN0CwficT1em51cLEaNCW+UssrX5+5OnELCs39LDan4WBWIkmxbUGYLQ+EYc6knwtNujxs1sXQrJtDUeDN4ljxTLh4DWnHC4cnirdGgtawlqYWPHnIjyo2b51rYKG+WhspflsNcot6QXSzttULPKtDiK6BbxVyQgof5HqehAAoWEdT7NdkDehibLhEedOQXEbLIN00lhIllhiziacG76N9nUDMYDgYIa2HsgSt6VqGfExeUwLnSCWvldq9RdnPUcDA6xe+xrWhXFSuuBXKXBnfWyaxqRMqAGhPisrDsPdnj1UO3MHyLXEzTbyy0r1ZDZHV0mDA/5JyzYTLYhli722p0ErrkVsxTinECzMYwD9lnMeCkpg/t3Xoq5Jwp6+Hvgo3ZN4iiQAxixnK3jFrn3a+qe5hgq7gEbdoZHfFZZv6VdTPTcFggAuF8uLDmiCNj/g1mmUrNoAL7wTHCx5CtUYucnzQOqPEZs6frYR8w8+HlZCN8x0Ku4RW89xaOVeaeKMBSs4kzwckUFX4bVuPKvk8Pv5AQE9taLI+DmewZD0MXlnyOhn6qiRAr0WN0QEmguoKgwjNAIivgVzBFx+Ry2O8Vxb3gisYgU3Fgp9bNnOvLFlvfp7n65hx2f0eJmTdx0jiyWEP1whR6NpeLnCMhEzJbOg/zjelYpZLgupe7LNyxmfRwtRkbVXUaIp2UJISympO/woxX7QYLT5WZ7CiU5WNIk6LksUv0dDKWCmFPmaNitdm8VixbUEjWbKyU9wE0svIQnKSm6hyOEljzSgxbDIXW+mGK60DZPiHdANK3kdJyKKQW9QE1wiGVBdtLgCU41+QPIrnlLpY5TGoaNNd3pvvi9XCBfByKNaWpn3UUBJac7ex7DvF/Upz6yOirikCsM15iIlkxVfnISd3CvGn+mkoJRoIYxBcrHCtyUIPpOskD94fryMtvrBUiu3K6l6I3cTXFWGdQM/ygmZ2oK47qCX11D7TyWY8HHDFHP/J2yEx2ezW+PyCFYDcZ7iQPpZD6xP7rNdFy+TkvTWEC8gEDxS6gkOZt61iZUP/whrQJmtzkvhqev8MhgMZiSIn8hTJERgnyuIUFjhKA+dq4rJyL6vCdGnSMdYWth43xSMvJqeCNgZjgVZeWQXLUvAE8PkPagwspKCQrNTwu6B8LNU/EdiJfZxCZLFwEFlds3BjlHAwKNc0QwPG1fN+YAJ42WcN8Q3V2I2yfsAt2PjLwzYIBSzVI+55NaGvSkIjzAGhuBWTYpIZDFSNYc/U2tvGKytawuXzcNnoztCGekOSKABVjGKqtojxpRkX1L1zqpeGEsen+cG4SIyZqXgDRqFZ4UwZy5XW6qJvin2lWJNHS1Yh1M+E85KDE1/nLuWDBuFdEM7V8po4VNjZhiufqF6KIqf9u5F/i3NtndFQnbCQe0sVr+k0GwxoXlklwxbxPr0lK+Oy8iwr1jo1d4GAym01uYrGZeW8bIBx2ZkLCxewryHJnlx8mMsIaV5j4PuS4LLgzpQIouosTnkZ3NJLmvq30OSqB2mqs9Qqso033hfjTon4SbI42YbQVyFxpi+ensnj+fGNLN4brCB7vcqKlL4T1lmhodVnuBmKynHLWOaGrjdEuMPJZ04VUjhcfLx/JzGGp7SWk1poUVfQIHJNsw+0rw0OiP8oDhPiWdXhYug6LKRt8j3UBQ8S5X5VNbBS+CYJFEt8FYkPCcj5dSAvr9vcsC8CeW16j/wwyef3IMTdqhs3ol4RpWfyOD78+QS0YGV9ownWSZvKSY/izlKHojtZeO9oNc0/I2JaINCxDuFAq777Qp8kmYN5HZXrM5c2WX5pqWKHH2hLlYAguKbxQkOfVwdSYR0a3PRjSII6l0L6vKsro4hMxvjBmhAXiftEmfBFoYpuodCZ4OFhRB9ppLouzjI7EEQXq1iuX1uSOHzaAbqt8Jmq6LquPw09M9xvMByoXlkZB6xVCgZLIzDlimtNEDwkoZrCesTnL1pqFtbwuj0SwIUUaFHVDe6ZsPb6NbjKPVAQ8ElEQaIIp0U8U8SGJIMJGUZLtXzkHm6yzSTM4QIViMfK+4u8e4RXFq9ftW7XCMwI5LIbfmqxTmOZVEdZ5wYkMXyDF0one4e51r0Yo5zcemV+geysJS1ZBaeRCj2OJqEPFQkGAxOF7yAUwwAJZfVcEt5Ii+Dk2YEXlLyyVEFk4LL9vls9a4v/CJ6leLxVIa7CeUoKTotCUcVrsElIBvORKwZ8BdL1hoTOJSW9/J0U8ThWFa4oOahU6nPOpCpwFaOYzCtr6GPeylvRcjH0BwjisuRalPiqEpQ3JkjVvo9rXqiPZmjA29zGYEB1eQ9yB5jDmmKAXPqFIYq2hkT+XhJQ1gnqtaSLmZKsZvxoz2DtQYMB/oy2BgOKh2p1PY3RVD6hliuMGjD0VWm+aUUYl52xMCHrdIGLpehG0mKStreklaCJDIs1kKeQTCkLZu8/FFpF5XdtoypBxnaRQIIZ6jg+nrevZrHJPkcCIMiPdO3Rns+fx7T/GbQg6oyYolaaBA2wmFKMwixkgr4xxDqQG4Gsd+NBYPJC1SqhA2k7FXfcksCzadNK+jYXKqsxuiSZ43+T4J5COtTFnArvBYmpVneyrJDkgKzeJGnh11DdJYEmIbEWk0sQcx8uoEBY4vUpiYiJ0zQEy7qOpqUuCVLpObyPNWuYkiUA/70uhplmbYv9Fp7BrQILVj1qGIsozK4SdOBtcJYWQlb/RYNml8ID8INviVCJOFlp3eQ9rM6iDX4csfcwaKFxV9cmQezZ2EqEiRLCAin/Xghs1Wcq70xLWqDdqzwrUdKg9r+K/4UKlcySX1hf0Hpcsx7WjidZb+ZWh4nvwCNEUSTVxbHi8ZUnC7zfYDhQQVY/uJ/7ta8pxBMoKbty/5aQczRZI1ADWU7iyhWCap0L7aA6KoKWLMyVFAIzwSfelXh+NVjQ0XOV+kQuW7ufMuOKIbtX7P9J3MbSszOFXrDKHVfW2tK+wvumTcithGvW7Z0N5WheWdJgIAgnqg9kWLQaryyWiAzG20AzGEgsfru1MVkjv5uY8Psk79fohRSETprCkLVvMl5ZkM9g7ejNLFxAkwWhIsiRyl/eX9QGHuu1bl3g7aEypGedPD/za+FcTPw0Km+6aeLhgsFAeo72/Zadd4XCpHq0sgbwJk0oQlbizkwhgRSSrqPQV4klqxjDmrCUxkltsqXyV37OMkMLFE10mpMTyyGQHJc7acJh9SwHc8obDGixRblhgzfgKlQG5xITSGuhJ9DCm2euLoxhkjtwhX+PGQwE2QEoKPyrrPo9GU/s/sy7lSDnFffKonO9dh03umubxNW47IyFnRL2JYQLTX1GO38tZmtFF9oacqNpVeqsggpCqMyCi+a4IuCAOYsLbZ1Ws7QBEzlIXEmDIE4TkCT17BT6MQgVZCy+IMRNNg3QimtWvhTXs6XQMxHssEU2EjlaKPkhIC8kBJcPJIG723G3+yZBbal+op9jvbB8/y64m42MlYMuRZwsyHcjx54i8ItfSfekQj9jHCtN+x8s1qJLnOyTOlcfeicxfpGwho4B6MVhSljyguFBo4Ww6jIZCJREQeiThAvJv6wEsIzMJO+5jdVeQoTD+ybSUHewo/rR+C9ZFYvPNPcYXmeI4ZmMNSI0mQUKc++h63hygJIGmz3fu2EKRYqsftM6QF9Lwp0UUrYCpzKydTTOT3FojuNCERTXKelK1Y9zQigc4v1K2IsSMRWu/Z0uxWRl44iED4V6YTywOiuSKADhnw28JUyoh2opLZWZU4lVbTAYdHBuqlln4gE5cCSYq0x5mMU2lUqwEKMwW3do71G4hnQdT+Jvk6UnlYF7HgkoZcidwtpdtDjy3HGyXlkql6U4gLLNcBBPeEsVjzXWmfVLjFmfPTN3x/f9ItZfee6os+DC+rVYW5usQKVwNHrQ1BsMSAFLEq9fDX1VEF6yZyV7EDcY6AmDAY3Xwt7UHxQtWSOPU8aTGrNSKEdVg4FsTjGhXK+H1rNHjdziP+JJXEvnE+pXLnAuIAmjxJ8v1wXZ3pIxAQ9hwQ0byJBFCBrTWxVDELpOxjClnBPx73ZiD7Wfw3wng4HkezpzcA6nJmWmRMhC8U51ZIrjqo26oZafO+mY5Fy/Wgt5PRVFk94BVZn0N1P0pGdsIWgs5R6omeM85Eh2puXGTZpHAnFDTZahWVHzvA5oyVrFeo1zoU5BA3ktGtc5JYmrNhe4twcA91BmNGTYr2FC1n2MyjWpYQKyRSkL2M41+HyT5GbnMji2/4LfrH8uwSwkK2uBoJEraVj4RyVTeBJyhA08E4LRobhUR75Rsb5KLFlj/ETl2Ry4YAlrX0nQ6Tmx6BIpUd5VjYAchcLJe6kRptd93sYyDz+TY6KevOJ4ldpcbVMqkJqo7RSBz+tJLliyKv1LY4JreIX1RWI1StfJsaQJ0JjFibd2C5+LbMjDJtv+Gtej7FLuBpLEsQ2bbWYBkwqxauctCfglCeeCRimI5i4/yjMrkqcI9xJCU3OoZPdWBM/3PcagkwQqrDU4drSYaYXDRlGpkVgpNMwlOX34IYz6isiWRnzlo5Hsps+Q/Z24esZ3FjTlyRxj44xfV1Ko0D1caKtasioCbWWv4HWJyQJ4GBbMyMoSzZCwvA7JWqsob7A+BSFv0mTFggqEK4plSJOL1XT/HSj4wx/+cFtXwXBbI4nFH+ZT4tZb8MqKggUQKtWsAdIalT83Ka/FvCrEIac1KEkooyjwMuEagdY5cUBO9iziy7RfFl2lWb9UBaU8hIMbAHDrKb6nk1cWF3pxoW8deGxG4u0y9mg0HCi4EnNBG/dYahvntlg35bomXi+AgtG4HwVrQa4YJEU1F5hxpR+nQnXvlAEVqDWhr6KyWgqIFDf+qh2FvZGezy3iMq7ecUeOLqj6o+SNRWWF8uKjapKBFYU+dUqGUCfsW03Ri393m8+z2hmK3x8vE4oSyUcz1/bCeUybm7xZYDCgJPvy5yllbWHcckj9zflmVpBUTtUbOfj+LShIQCBIvDPyaGWuJvWW9alCX2UGA6TE5+eoLIZug4dRSVFEa51iMJDnF2jwyiIDLlq3uBAezqN8HGn7mJYIreb5qkwkCojzPSk2m3P3ll5ZxmVnLpc9cE4JtwWkwFHGvYMFteQWT4sSrCOYOa/gpsxir2TJmyQGOXEooqRpIvJFG2PJalFbQFShX9g8uat2EMCWNnPsR2HxFC29KJ6L3IToWVH4lGr/uRZc1f6XBABRiMfcNWjB5xq1OuupOi1sk3ZVEIiYrKfN4suFDlH7mLuT8Q0le69yQ+Uav/g5WcUW6pFsKGANUY5j5WOysvAOHEzQVUpqIK1U9WRnqdBuOFJVvD/aMiMrCuEKbeQokekgqCwSWrTmFc+U98sxAHOKHyyEoCy7P9ZRiQ9GWUU1F6sSSoei8BO0xUWXoPie6HDED3KV21/x8CPBLSCTdin3l0gsWaDGw6wiuCyt24nSqjC/NYUNS3rWOMc5yaa6cFBGVt5vWmyrpNKFQxn1A1NqoCUrd1uUB1Dp4qaNMZ7AQrNoChY6yfigz2Ud8VAZFDEt0B92pv3vQMEJJ5zg7n3ve7v3vve9buvWrbd1dQwzASQw4LHqS4fhoORATwXiW9IajSAV4yHbdnYNld0S+Ex5OKaY35pXVsFgIKkLP4yTwQDnUrRe1SmypfcACZ4ymYCi4EYvKMFNSTE2Ca+sIiSHLWSJDxWsBHJSQNTGK6smlE+tUQM9L8SfjecsKdSQBgPcWg0g+IBPyKtwWcwvkFVQVKuqg8plSRGNcVIDd0ji8wt+I++t88rKzlPhJ+73zCsLLVkLIeaoHm0Uk5Ev5+86tkFyWWmZx5QHtfNQMwrBBG/CK4sbGMR+0BNzJRxOq7+4PmkDrW2Cd0AMzyGEY2Drkw/rwHhhaG/ST8TPa3JOJO3kAktuoFQnkKZn8T7Ax4X1pMWa4eNZs34Iz0gUEdJggI9rWY/sAfVC46RfhcFAnAtcttLUJ2wdkedHn8iKzVG+xsfqiL+FRb+qXFKUion3QI2hCJ7J+ZxrgHHZmctlTci6ryG1LNrhFz+vLOiScAGKBg4hNhDUhtVp97R6FeIYqmfFDttk6pIGyPoWLMk4MY0Cz1K/1LQncbGKG6sSq0mxbohWCm3BhDtVm4TlY0jmU9wowkJZuSYUrm2AKjgQG4Xehno3oEhMo6BICqhFiAMpcAv3cZfBKvaQ/mzYwLsizG+aQIMOEkLLXCc8YcIpqmd8Hm2qCSEKY1EQU7RklZsjn5t06Gy5+amHh1iOIJe8LZQYgw5T0lK39L415QOWWROfS2r/CdIdSHu25uapPR8AxBTXOm5tEgtl/ZyvU5kVArdQkIdQZulcPrwVBIqsDXgIjrGAC4es+Fz/vrIEBFIYT22FNYELBEoKuyaBYWlccGvjknukNj61PtHWD9T+c6WWyKxbGvd1QhNl7Pi9Ig2doa6bkGSErJQsXMCkAf38k5/8xJ155pnusMMOc3/xF3/hvvKVr7jBZPZLwwEDzRWy1rqPe2VlN3rXSi54TePbKQd/EhxlZSlK5gaDAVjr6wwGGi2QsIxKqOmtSQO/YYIYWUe1TlRWENRkHg8y5rxcz2CdkwotbT2Mggjhek5nDuJmisDLh9ope2WpXHYKSLw8tDi22nml7pnCYEBVxPHPZXn8zMCtQOu4LBgMjCv1ikY04Qwg967gIpxxKVQWpvwyi8nKzzucm4j3meQXqIvtLix+yx5AhdBXknvHLgjC1ybLdDp/NCW+4nHoS2cfGp8arwmC2mJM1uR6cQ4SXBgsH5O1LvRhTOIaHysU7xQ6js2hKjEge0+y/tGVveAFEF8zr2fVHwmX1YTNfF3A8001P7OwCfI+TC4YkqzyevEwfXWhr8h4oW6ccAv1OJe4gDcPDaaFvsKxKM8QEGaDGQxQgt4Msh+aoL0rqdThlvXUJunNadivuawJWfclcIJon+skiGIRJkLWthNbmYCdSZCfJJFAtxCTlS/MWGchyCzVk8qlBRoWrcTFStFmJg0R5I8tOtGSlT1H28hSDbYS36fB/SL9vNrYvTCRbfZ19/kGF/um6dmqBaEkplkwf/YZ24SSLOD0SBT0CdcIWV9OTElozITV6C5FByzYPzQr3eqBkbBq4QI6bC5EzbFsG23ewk0ttoFrnBNiKhJf8bnCrDf6s1wzuEa6TikQxroqIKf4syXUWZSEOhQFuMkhQnFpKlmmJsmvOmUlhgYpXGSfxdjBCnnpKMRUrZfmSl+qA6GB3CfCTyWhRrQ0CodLLY4u70dcm8S79iEEePwtRXkQ6++/i25WkujH+ikKLV4XsvrFdS9+yf6lba0yXpeSBTDFRxRcdJyb6KduXPC8hIAL1+LSoZfXuRQuoE4JGb7Pkp40oB8ysk7n34GCk046KQpQ9u7d6z772c+6P/uzP3OrV692L33pS90FF1xwW1fRcGujJDjSrit5ZXHwPb0uKzPnstySlqAqbsM6rbl5kkJNC33AIfewkjuvZjCggSe/BS8TShBE4QKkBaS0mgUwS9YqfA3fn+v7MS2fWU9SH4Q1E7mX5ExcsUrCgCS5TEEgKwWL8fIgYNcsDpsUcOFefxbQQzbFzO68PzJ3euml1s25LA99lWVgz7kyGgwofY9zgYcq46hRnmJcY94+7u1BwmcZ5kDLLzBSGBNc+MWU743eSiw+cCWMU4T1sm1kycrPI01Ke8Ed9DWC2tPAZcOcqWLPFp5dN3/EGgBcFoXYyTXMklUKHNm8zpQUTVwlnHnq5je3rNSToQqBuuZhy7msmDsU+zUJ+8DvKcg9EsvzxrjLYu3hiiIt9JXYG6QhjTrvOJdl7yEJ/zAUXFaWG9c35TOGPAcO63dmAJKFuMCzYXdyXlnGZWcslz1wTgm3IZLYI9WH6U+hBfJkK3zMs5Xynwxq1lFFW1cJRJsFrbRJqbH0UPuvC8KymIpYH/3adPMRWtMSqSIBdFVQomXyzwv/8Heh/ZOLHSMVkw0kLZMF+PrxC1jG8xKYtWemhau5vvj3ZNC0gVM8zBqLgpQEKdo4QLeL2b1boT9wPdD+Z2X494ybnUbeC/3giXFNHKvwdzIeiZjShkaPGFX6jAg+jf+ChWS2IRKp48Q0fC4taKtHMWIhhd3JIZGEXkIAye+R2Taxgdkj8zKS+rODGftdJ3KK9T1vG5KMwvfc6l263XMyUqd0kEJPKajmpEm5NxQQ24JCVhJ2xoO3QvZYXbzFFCWTCEn5StO3JLSYhBWJesAV3yUH4UwIWmM9wmNi05gnJQ6UB+OLW+Y0taVGEJ/8LtabxBKGrLrluwvCC9WKpS6O1XAa/w4g+vSb3/zG/f73v3fnnnuuu8td7hJJ6o033uje+ta3upNPPhk//7d/+zf8zHCAgysPuy29sjSDATXeoOCukstqh/gm0B6hCE1i6KvirS2U4NEKLCgKiUsGg4F6owHdci4JTxDW1kxoK/dCwbGKia9K7ZOKuCz2aoPHyyQEUcU6aCBBJ+cWci/iQhp1LxT9o3ll8XrC3pwo5lhZcmmXz6OySqGvSJhDBgPyPMgNBmQ7JY8O+7caKo7eCXllsbGAXFazEE7+pPiU/MPCvlY6h3APtEJs2phkmZ2BI3o91UI6CX2VhAuQwkHBD6Rlrn9wKsCtg8YPhXIXhJqakUT05uGxSOkjMk4pGAxklt11XJbXiyz1Jfi5pV9xeNVoKjtrkfU/V0JQ4isWzoKSPjN5RinkQVbvmnUhMxiAMDSUIIonno7PURR7JX7PDUjoM57EVQkXwOvifxf1184lLYypqrVOrFOTDBdgXHbmctkD55RwW0ATtKhaOcViicWZQ+FUSVAXLfNS1/WiFRs+T3PvVA6m8XqlKIwZVUPgEleKgsUVad3lokUbiLaQRW0/j3FbkQeygCTX3JjgQJbPNylcsITmvA155/1Dm02DBlAtg7s2J/G5hCYMy6pxXxHkIctQKscQbTzSaoNr/7ibf0n7LzP2JgeZqjwex6qYeKIu8RUdIojoi/vq3NQSS+ksFpIIPwDWe0CSaNwwUjtoY8lKZImPuyIxLblpMXey7KtglQdjvGSxmhHNoPzg/V4QYvK/E3LL75PkqG4dkIdqHg6A9QFYesYEV9IaBS8oWMpjmwaZVU2iIc/qpVguZdcIQSJvA5J85s7D3Z846ECAQseSoFrO9dD3nboDS81hkpdTOMDj4S47QIuy+efa++BtjIcxpv0H6wmpSKPrNch1WrrYlg7iPCZrqXx0V5umQuogx7HHHuv+4R/+wf3yl790l112mXv961/v7na3u8U14sILL3QveclL3Jo1a9Ay4DOf+YwbGxu7ratt2IfgwsI0/Ech9mgQVMWEU3z/luD7C/dm4gIUdm2tYI4JamOGbUDcA4XlGazNYi/NhFZRoJN7R0VhFK5h4UO+13bb5RfgwjLplZVYeLLEV7wuaOVIe2yd+6PGkWR/4l5Av4f3xwXqGiQ3bPo9eV5ZQVoO6yM4QeHcgDyJ86kouJZclvE1cb7x5x3iskLpS7xX8Dw4g2gGA2SxrBoMlDxG6HlkrSuNR+h7xsG9ILIyGODP6c9iQqOS4UYQcDYhhoooeJqoQikWYk4z2OH3q9CEnFiZMlfRQ30wDsc92vizxXjwc5FxTGkwgOsJO6NS6CtptCLWoaio1mKy1p3/2wqGQ5uiQU84N3qDgUq42KQYSgTcbN2WcaQT5QEPfcCF6Vpoi8kYHEguyw2VyCsgtDUxAOPeugRSRCQJuIHL9pO1IzMY0NYu+ZnML8Cvjc9vyC/ALF0NBwaXNSHrPu1N/fBXOhRWgpYWCV042eKH3fjsoC1sOmQmGxeri/a9JjQoESUpjClp4KO2XokHxdvCyU/UhopwAZpATdlok0DZkz2E4/XMkouHMuDlUtvlZljnItsGLSySVRBZkILJTLMdtIQE+d6Ey5i0tOAhKuI75m75mrYRkgWMaWSIkgUoCoFMS8njsOVJpOoVBMG6MAgT+Qben13NLSIM2dzUFBYaASgdFEmIyftJguazLJf/XVK01GmJS/XRrufae2lFWwJfBzJirye+ylyQlFhGibC3bTIU4Z7ZBEk6IzFlh6xECCFDHyjZodEigDeHzwk62Eprh0galcNVfQPSfuQWMXKtCr/nhy/FGpm3mQT/UM5EP3FPVIlpwUVYbRcXjvB+onfILchFn2F9pDKtAeZiVcZRRx3lXv7yl7uf/exnbv369e5Nb3qTu8c97oH9PzExgTGunvCEJ2DMq+c///kYA8twAKHkUptcw61dGQeoMxhQvEAyxa7/MJRdVmwlH9Gep1UVPpPVIc+o7iQ9MrjBABeWqIYN4XOpCAv9ExXNXPgghUlyzZRJSskFtQlRqFDtLRQzs3L9LsSDpLpEARHjRW3W2xjbnnl4KMjehRA+NO1/EK4qs2RNHqAI1bllceC20C/RFbyOo4VnYExWCfKuCsIfyRVUgwESEinJ2yrOwBKf8XoDQNnBwwWAwUCTcBOVw/3Ydl4Xra35Z4o7t7DK4wYDWZvpb6ZU0N3/FYMBrlgR64jGZVWDgdoY8SyMguyPiUEWLiARJJes0aWwlpT4JcOotuHDiuNzWMV/jp6kwWBAKH8Sg4OwJnFLSwynIUON0TlTkXMknpvSKEuDUMAnz+GWnVFuktYjjUerxDqVShqecwO4LPFh9FZIq1Ybti/U139cFiTHkGM07/j5SpQF69hkvLKMy85cLmtC1n0NmosNMVSSgyvXlmXem7ogMV7Pi6zRqneaiGm28ZHwQ7cGk7GYEjcQuVmjcCVodhNrKBY6Ia1srq0iYghm/f6BcdEtCpMCwU1i9SltaQS/FEkDI3w17zhuoAXtP3c7b5W9XWrnGgTGSUZKiWi5oAgRZSIJXo4UXg6Zm3/L1QQEoHjAyDYqdkjTgo9rAdvDISMerqRVCrls8fGJ78RbXyM5YELmwWxxf0kjidbSwTKl7pCjuS4BZLgAeU2vQfufxBbT3FLEAY2Ed017NtMMx2zv7PPsdwZMAietU1hsLVSQ0CGvukgtt3VYD950bqWAZEYJa8GQ9C+vU3SxYuQ3hgtghx36yd3+lHi3GTGlNtZo7lut/xLCMh7mj3fxSt0Vy0KTgnCEiKFcF0howiywpJtXAtEPfH0qEkr4jLtB0vqjhPSIia9aYjDsTCsrK9x/MGDdunUYy+rHP/6xu+qqq9xb3vIWd8973hO/27Jli3vPe96D2VyPP/54tBi45pprbusqG/YFpPCQW84n63Y1P9uGDEpCwDQZDLQSIioCFN4UTela8oSQCYlipQdlpWupjqHPiCPwTNmJwcCg4srZ/sg92IhDN7mzFiGEfRr3LkEadzQJ35uQ8KkW63bY34t7DFkRKkI3qm/Wt/ycwZ3dsnABiuVh6A/VK4vyBBTi05Y9nKpY/W3OGLingocQCv9TTonhArLyJ/G++TXsvOULF+NACNkS/saNErT3TBxRU7RwQZQQ0tby40Tg1k0tC+WapqGkaCFuSGdaWV96BAkfFeOQ5DMZI5j9noTN4CHaNIEsyt3ZWA5zu8qHUIULUJsrLXbRCEWx0KSwA1SvpvFTtzZKKMJbKoMbAtGa1RimpcRlqV+Y5XoHhazsfCh5vhzTbJ0u5k7RzhdSGK2dC8gqfxIGYcZlZy6XNSHrvoBMhNTqniruKCYManMvc+MtumO1DWJO5RVQdL2cjFs02ySy82jU6CgxoWBRldpGWli5EE2zwtJccXBvKWiN4r11C1ogS0TUOTET7cxQIAIlwZzm7lAb8FxuBtzFRWrVi4Xw+iraf5klsmCpohJTui+5EJIF1Gz2mhAl3Kf9Ht3r64SW1JZYt/ATBOY8XMAcxfpUIaa4sZY017GwwnsLhFgVsgVSgoSZhJTysEmKB0q8IcpWrWLqQPHBStZE2noyFQtrQUyrQwR/pDKuskO4mH8SWggA2YYWJCYhplq4AClMxcRXsSGeKOMhSBZMFk68TcFFUCF3CUp9wcuhKgjlkk90V61fVfzfeuF2nJP4/Com63BiohrDOFZlM5sIePmQIgrS90ehAEyIaYuxP3AdH8tqyv8ODiErx9q1a92LX/xi98Mf/hBdriC+FblgXXrppe7ss892Rx55pHvoQx/q/ud//ue2rq5hsgjrUDZ369ZKUmTCLaS0Va5PFEaJ8jLPL1BnMKChNuYqVK9knZlWMK0nfz6LQ+iFZ17YKWOiyj1G3TelwQDGP0yfnSnXlLW6SbCcAfkrs4bkVpMlK0MO5pmT5Rfglly1wiCmVKtDU7xwfimzpsszvuc8krwxMsEpt+6N1J72/8J4BC4LXlnavkxnnKgYZGcQZgSQjCGy/OTti/yPZR3ngi46CwVrckJ/jkgwpoH6IXDNLLxFC3gvkoIhC53dpFdWSdDJYvMWhfBS8c3HInE1TRisxTxOGqJ58SjjGhAMBorQBM7wrtmY5AqBGOqrUFYTl4rrW9YGCtVFSu1C6IuMy4Llat5XFFIjDz1S8GRK6tKOm3FFFMHvKdWzeBxw/xmdTbkBjjL3Y7gAEQMY1nUpr+Cct0lxJC3tS23UwgXIcxb+q5FVKDAuO3O5rAlZ9zHSmKwFzTctciQvZRr1jAxyQVsT6RBWkYmwLTGtD0Jh2kRK2n+WsTApR8RJ0qyQIlmMBIG+CBtgzcYRk4KJxCtETLXYk6mGOlgERGtNIVTwf5Q3NREXK7G+0/pLaUfiViysKiPqrAO1dy0PI3WLsIhbVNykRbKAxNI4tC26LkfXFnaoYOWTFUtCTEWf01jpjimJ2wJJjsIS5Z3WakullULW1mpzi67dMibtPCWLAbVHc4VvsigtvSPoK5kkRH5fI8QtJd/ybSscKHnGVvpbZvlN6s7mcIP2lT9f/z1YXNAhj1etaYyKuiXWkNkY6taStfS5+n3Ur10SjirW9+wh1c+BQkxxvLPrFeviDHKdiAepkvVLvr55ssbmQSDVqlU/L4cpo/xBpyKYWZxljGNFVdTX0syyuRAbmsKIYB3lUshiPkaLFi0MyySJqWHy2LVrl/vUpz7lzjjjDHfKKae4X/3qV9leNxgM3De+8Q336Ec/Gt2yfvvb31pX72/g8TrrlB3CqrJWSRovElxR8/YIfEfdE+ryC5SWtzahr6icQvgpqmeyPjUJOkmZSvstJjZilqwg2OL8WaxrkVsrsUJDpfQ2xPplQRTZr5XAIa83O0NwgV5SVA1/l9Csb6WgPfL9fI+NXg91ezoXjCjwQi2hiGd1iol+eOireGmBo5QMBiiOZGkuFDwTozuxInhU/4Z6wTiifZrt7/3ZvJ5CWM/28aIXSTbXy/xbWtFW33kBbNEggRQ6Gi9ivEvjF7VeWWzOxPOL9g6zs1zFvapzmwx7BLFJQ+irkiVqaYzKWNF1ZxbeT1qyYd4GVTHEPsK1hllwauECMi82JlCNHDQ3mih68oV3m4S+YutcnTFLYvEfjGh4aDrfKDbm+L2l9UqJKx6vRUvWql0qpFdjicvWGbooa0sj/5+ERath5nFZE7LuS7R1kwHwl5mR2eZypHVXoqVqi7prYS2qm9wFjVmojP/JtNu4GCvCyWyB5uEB2HVekzWoBL984S8ReupHKUScCqLAgRGANpALtmK9m2n/ZbzR9OJWj41Wa9HFvoF8smdllhzCOiBJjoD7VrDsyKpaqCsIy8eVZBeUWVUOf2nlEoWw9H571cFH02CTFTIvD60Ohz70AyOmo3PHy8SU9wkXeCvzlTTxyXhjmtxIwLXy8Z3UJ0coWvYlB7Y0NpYvOL8tdV9ih4I60siF+DzRVZKQStSjFPJEa2ZJ+MsPSk0WF9LFSq4rHKIs6BNY/0iYnbgE8Z98rYO1ifcHPVo7YPIQF8nF4dDBM7jWQShtspixGpHlxLQkyCg9g4dk4Imvmlx7C2O5smZWlC5JncWeKcdmqT9r0B92p/3vYAAkBPjCF77gnvjEJ7oVK1a4Jz/5ye7LX/6y27t3L76H29/+9hjn6vrrr0ergGc+85lu/vz5+N3Pf/5zdL+6+OKLb+tmGKaBWstDEiSiFV5yU/qT+GkpUWqATyJYsx7I62HNCULUUggWXfEYhCk1HhzZtZzLMoOBKEBNK5YYU0iDgW4W+kpTmgbBkDAYCBVP6laLhGNWsfXjgZ8EIU0KVI1T1EHr95KAXFG8qQKcQh1h/U8EGNI7h/ZrUubV1GNA45h5iKnWvpj4SjMY8Fw28rg27yg8L3fdzt2XedI2MhhALsvzC8wNlpt1z5ZC9tLZk6yYJRcXBkMJ16bzX1NSX65AFc+M4NbvbA5Ji8w4l+vmNL9HKnrrhNl8HYTkeNJwqfRMyeFI2Ms9U5vO/DJGqYRsn3wWuvkHowpt3VCUB7imCoV2xmU5F5ZNoLOjCO+Wut0rvJru5dWJMVlDbgQ5FyMPr/7mz8k8PrnRTjQY4GcamSxaUXrI+nJjjNKcZ95kWn4Buga57CRkOcZlZy6XPThOCbcmYHJI9xAFXLCTbKqa9iV8V3R55wIPenYLgS9lXE0/ZFoeIoGF79sJ1Mial2261I6Sdi7LJl25ycQ4iTzJTPZIthkHNwZJ1rINsg5sU0ahC91KxLdmcyhq/6UlYW0yIcWFv62LFf8u/sqEFSjA1q7ngiRfTzUAPCs/OWDJjVaSZyCmyuYyCO4cifAl3FMaY9HFIhEela0zUGBGZENoFhfM26sLxv2NuUtI3UGjzqIEXpWm0aT+JlLBSAMJs711iSB1rG0k6JT9BZ/VxrGqVboUiGkd1CRK+fiNFgl1Wn1ZF2kFUKxzy/ejrGFITONhJggXFYJZEfuwJnHLBxxr4XoK7yDbr1kNNR1wSnF4I5kMltJUDbJUqOuT0vqhWaehYAN90NL6cEWN3IMk8RSHyejGmdWrmttFJRm1bzJxrDBcwPT+Hajo9/vua1/7mnva056GZPTP//zP3X//93+j9h/eExDPZz3rWe4HP/gBavchzhVcd6973ct94AMfQJL6spe9DMvavn27e9WrXnVbN8nQBjWKv/zS/NpMQNQGmpcKs1qqXeeJl8m9OHGFrYSstWXxdTzeqx2U5d+FdZv2aSnMIMEWF7JG4wHhmhqTa+UGA1MCv51CrLS1/m+yPCMULdsYL5usQYim/McyuTUbi2fI70kEQUKolnCO6hruyq1awTFvQOSycl+n5JCo9869W2K8egkwGOiJMV9nLc0MBqT1+XCO4i5N3IRbBeIYq3tvwj1fKklCqK5OSRAlvbJYHxKXTQ1NmJJes2AlLiqt01t4ZSUh9xi3STgYvz6uZ7lRkarUhdeqCNiK8XW5cFAT1PN6SsTPAs9TBce+3hg3mDwASLDJvTJliIp+CIcmuWqwiC3WU86VotC+MDZ5maxvopCVn7f5fNT6p2ChX3kOMw8BEJrLttbsFcRvK4MfMfbrZD9Nshm+R7SEcdmZy2VnrJD1T/7kT6Kpufx33XXXqfe89rWvxRgKJUCgW+jolStXutmzZ6PU+t/+7d/c+DizXpsKaJGWk1JLPKNMShJyFd02Spr/Oo2wqJ8UspGlXRWXL2x4pfpXN+fPzFzM88N1niyALcL8u/C5dytmCyhtxIGYIrmhw3mmQfTCjOoQ4CaHgoAuuk2TJWNTMQWXiEqrVrdx5huR6lZXKkdapdYJAzs1Bx5qL5ZRaeUT0kCWZFLIWrNJoCWr0pYo8G2RlTzWVyOmIAAqYRAONWFccmHnsvm7qnaX3BNjsh/6Xjnc1Qkiqc+aLAyK39XcKy1npVU00xzXxr3S/ibUWZfwJB1c+y/HFSsjCiHrUGMVXRTqhwNTEuqjempidasRqpjQQh5K5LPC/Whlj2RXkDWlH6NiQLPi0az+61AYayppTIgpxYEtuLzR3+LQGmPgleZYG48OJR5eXUyyNEZ38GoQAm+0ZCpZBxgaAX13/vnnu+c85zlu1apV7pGPfKT7xCc+4bZt2xatue9zn/u4D33oQ27jxo3u/e9/vzv11FPVsoC4vvGNb3QPetCDohXAwYr9issSZOz/YugriFHaTRW20S21oHCXHh4aaD1o6x3GE0YpFodJkimp6BblJAoiGQ4IOIOi9EmezZ9LMQCpTmRAgAYD/Sz0VbFfgvAw63/RThkmKnMjprpHwV0qbKj6QeFmNUJW7Z5kfW7gy5lnHlcScyFfkwFJp5BtPHyWhRXjXzPBiWqRnVfaWyQrlqzR7b8uaZb4HfdWHC9iD61TBjODgZhoK6A3vxD6ij2XEqnJGMitPP641aAi/CdBXswvMGkum1uS0vMygwFt/JaUHyXlgAQrP4mRDN4/6MXDrqXzdFuDAbJIDoZGiUs9L5NfT/dIWQMqkWoMoqCvolUq82wU/InLAiLnhfrxUF3RYIDFo27yECvxvLpznRD64viKxlNs3Ii1PuH6mqBdKuvjHK24rCrwp5ivxfqyBSNa3CrrVFA6JHHLE+OFMF8MBwyXHXEzFCBRfshDHuIe85jHZN8tWbIk+wykze973/vcyIjepCuuuAKziO3evds9//nPd0uXLsVgti960Yvct7/9bTQh3mdooxnmB9dOTYyrSVkE1LjOt41TxeqGC7N0LaDFWdFy4WZb1IZyDaXiws7LggWLCSKR9IRFCYhpdINt0oQHN7bkgI7PFpay9LmmmiTNOGUqr1sAVQG5IEjaZjSJdxzj6IYslZnbBKt3Uj7fkJICWcxaaKsmN5FCFv4VIxVRQMoPaJolSjhgxDFELi1E1ugzaZEgY3jxtnZKG51y8AoCv8xlzjm3Zv5Wt1E0Hy2hqUwtTIeGaDGgz0dPGqDPRVxURXNbBI1l+VlJ+4/ElN+roBRjqm58tQFXEEiXN/hYWj6W+o4O3k2HrVBHHFNanWX1ufUEKaKQmIo4tvx6KXClmKzCFbGjZR+WMQ/JUlbTzEdFlpLoLKuDsOCKfV651RffHd6vfJ69++ognyS+gkdlijp5cOD1Y4d9XKOYxZZsF83R0nyS76Oli1VjApYaDA6gcAEvfOELUbt/ww034N+8Xw477DD31Kc+FV2njj322EmVe8c73hFjWm3atMkdrNivuGwxlmDNXpAYDFSCJVoLi+XgdQWlMXFZZU5zC1ovcOj6eN917VK8slCghXVSPC6iu7gmVJaCzdQajtdziDGmaR8K4WeCgCjWmYfBEiDFOk/uxL8rxkOkeqkfgwCzSmBYixp36hhrFkBCAx7GSStLCs64cInKaKhTsqcn9VEovFTsogdGwXJwkIYL8O+P7W8FzgEGA5kilc4sUnhGeznFPM8KY+ECQjmcd8a2c6V2wWBgLnhl8efy8jSlcYx9qwjLa86WUemAfaspvcXYobMIt9CV31OduXAzlinyC7QZJ9rzRfsr6+J+sxCQLFlpPMX6EpdtyUWY4kMbQ/5niKWvzQv8THi9Kc8mC9To6dbppaGlwEgFfxlU10PyKzHeuyhc7jbPx6jAUgSdWpJdaotmENHp+nwffMxGY4rC+ZeexREUZFWoDfLOhLbymKxsPaqx1YntxpBbI4kSEYTeiREL47U8B0/SX3T4Rq7uJgXjsjOXy85IIStIlm+++Wb3uMc9zj372c8uXgfmvuvXr3c/+tGP3Bve8AZ37bXXunXr1qnXvuIVr8DO+d73vocSbMDLX/5y7PCPf/zj7nOf+5x77GMfO72Ky4x4XCAlNeIJMQ2/BO1RUXBTZ82KQgEveGu0kgv18cG7cyu9LDMh2/Ra1U0jpixcQPIshZiS5VKXW0ziRtz3C3+wZKoF9MMILcBho2pzoC4lFCLr1ehiVWOlSW5ioe1JfUgLJzV83KJuH1hh5fFvy6t2JivgGlzclJjgo5h8B4iAdLFigiY5JiDQuCIw4oe0pBwWVsHPK953EJO1yvibCbkkMcUDDswV7yLCSe3hcze7jU4cfDUXPZakjs8PFGxpBEuQVB/CIr8sfq8dAjDuJ5CBGoESEXKuySXiVBrbKLBn1xPRjNYwLA5nzSHHPz630IgHhMK4xs9Lh6uSFaj/pVALpu1nCoSMkNHrIGtOebgYaELQmgMkHnbSvort4+3hwn8xTmNZfD0NhzKp4OCorAqq+mTrFJHYQv/he5UeCURMtXVVJoPQFG9JJQe60DtmBK6xPJEKPC7A4e3WrIYK6LsuCj6misHMdQSaNP793/89WR9AwAfafyCjD3/4w113itYVF110Ef4s8bIDHfsNly0lZGniTCiQZKGv+NSTFnh8Pyi58zI37MraqMXYE0q6GHoF18Bg6dVkiUnrqEiymAsQlDqR4IfXF62Wctdk/Af7OHAgGUe9hBjfMucXRcMGzfqU6hF+4vvCM0P949NC0bc83lMr6K0ro6WCKyu/aMhB75w/h7hQjbSEbsftiwQ44ksuEEy4VcgvIJ9DIQeIM5d4vfTYgiSP0dBAxLLXzk9h7FCsYH7N4rl7wnWsXtLghJ5TtNbV+KKfmx1SRGBeA3Z+kffxM6b2Lgvvs+jZSQoSqZgX9yalCi7bGIJEjheVw/F7QvtJyEp/k7GFFhpPcpi6+UCCbBp7ibI6rR+0bRDKignbSPgdlPW8zurv1PcwjvnYVxMI5oq0uP7CuSIzntDHVHYepvMO/p2GoEisbrW6wP3cuKEUboXWVZ5fQIS+UvcBYQwn3y+cLTVhNH5Xl3w2tC+pRwvDOeOyM5fLzkghKwWWPemkk2qvgzgLQF7bxGQATf/pp58eSSnhzDPPRGIKFgBTJqZa7Dn6WVo4pVVV3ATKm1pzfUKCltLzpJaIL2xEHrggoSAIa0PQZW2BzKmJr+RiicQU1MjimURSUIgRBCJ84+R14RZzmnabyiThUxTsFfqY1720ObcR/GZa1JaTXWrCS0Vz7TBBukWoNwZywLW4RDSgC3td3LRRq8njMPL6yMRXXDgu+wyJ6UQhG2n+URaflbeLCFdHKghK7zK0IVq6wqZXfX3CnA3up8PF6fNJyyyta/j80Sxc60gTusNpn1fzIBHOsbbFRGNEdDUCqAFdf6QQrRB/ll8jLc/FO40W0NzSVx6wo1tbvj6kwsxKSF4csfGQqFgzZBZGwnKy+gOFgllPJRaodDiS4UfYWkXrCGq9+0k4Bt+eiuDKZE2ZVXt034d+rHHhj2X7w3FlzZ4eDnA+cgspUr6Jd5cdvCSiFekwJ6Zt+YpSbh53rl95LcjbZR3arLUNGKimT5O8/wACjM8TTzzRPeMZz0CB3aGHHjrtMiGmFfCvuXPnuoMR+w2XbYoBqM03XPfTxHmRA9QJDtt4W8k1tw649irKFf43CQeSeIx1budsr2Pxtcl6vxImKQKLbD3nClIvdMC9IChMfZgZJvDC9gvOQ4f4Bq6acFmeR4AZMOD+GuMysv2rieNmuSB4AhrGHavKsFtr+FhJACrzFTBun4wLPv7qhgudLcbGM2MGaXWGia9IsEXP1rgsALisxkNIqMK5TOCQnrspgjdK4srDVSS8QQjYyQAhjB9uybpq/ja3Q5YfwjCgEiMtKHyvuTgLF+vse7LaFWOAPIn4+Zb6Jv6ax3uP+z+E0+ChFKj94T1y63U11F3pfSX9IQSAzHpRhqugsApYF4zhKfqI4u8L4W+suwzDBtfh2UUIInmZUWHUxXNO8gY4vy0ZSlEz+wUhJrVNPj8aDAhBIa2jaI2qeB2xunsul85VFD6WBOhiXPBv0fqfQtVhs0PujuRMIsZppshLBanJ/kIGZXwdkHNNGoLQe5MCYnnmznh+MBqgs5o857U0EuAwLjtzueyMFrJCJ0FngSUAuFVJ9ykgmUA4Ca985SsxMK0E3D9r1ix3j3vco/jMiQklfs0UERdVrhHX3Lcxfp90uWx2l0kSraQPFgt5jUUrEdMaookbSW1F0lhS8UmaEI4LF+mrEDA9cyughYYRU3RnAEuoib7vL9F2jZBHdzCuLeXaQ00gzF1YI5lT3HhJk9W0IEphE8V8IvcOYTmRbM6S1LDs7XWKee9Glgppsr5h7Y7jT7MilYt+zBSfCxVBWKm66NA75oc4EOCP5kKmoUZMmeBQtZogYiqtxRUrwSiI5sSUlXn8LAgWcIKoVyiDx9jlJEEVFpctHrEcKRROrmnIlF4bsoIlX4IxwrXQqJyouZ+90ygUnQ7IJZHisWaWuZ2UmDbMpUTIGUhc/FtOiKi5FgQ23pMVnpEyJKZ1zeMWnkiaWAIMvoYEdz5/k/AO4O6VkgTHB6VkrGiRj/3JDobCGprcH4sKo5ICrSSEzZRbiuJIEl1ai1UhfOmQJ0K+aOCHubbKK0MEWFmCph+C/e9LrFmz5qDu5f2Ny2ZCTS7kCMIZOb+Q05BlV0fJBp6UV3A5lmua5LJVBcXflHxE4bLs4I17WaKMVKzLwhqbcFl1PZJGEsxrAusjFcB8XSe36n4VIkAetCWiQDQIoLjQUQt9Je5Nno0/G4SpVCd+beQVyl4ab2GCMA0szir2cSlUBLcKnlQMcr6/h2uC264q1y8leSS3e5EkCwU9mit2yRglJN1NuAIfh1pZIyP+OZyfh/1f9U4L4wgtWcGitF9ds2beVncJDyclz4PEVbj3k8KDqP3V7ymHKcYKDv1QtNyDe2SSY44SzyEuW2fEoK0n/P4ahYKPByw+Tww8Clw2nBG8dX8+DvW2+Fwo0TK3pOgqeFHhveEdxjEjBaMw9sCqk96txrXJepq1EduC9QqCUbgEZQZi7aPnsXitlReBUBBQ/0TFVbCKV5I7V+0JMZJ5PFnx/riwlfpEGx0xLEKsU+h3bjzEvc2496BEYsnKBLyc42vOxw2W/41c17BfcdkZK2Q95JBD3Ote9zr3nve8B8nmnDlz3J/92Z9hcH+IqwCAgLaPeMQj4n1vectbVGIKmcK2bNmiPouI7SmnnDLteqtadyKmcqFJNCJiYePBmYPGJXuWNlGlQKW6OL2OCdNwAU7MyigpVoEoK6Qzc+vSrpFCsKhVD5tTFPRBZnUQttFl7Dp4DhFTzeUhrVQmTG0isjK8ZaxPh1kBJhYMgsBkG7vvv9RF1pfZKMCS7iiT/V4RoEwqmQ4Hi6GJFq1Jm6vy1RCF2jOp7SOiw2XCAd5Opb+iwJQOONw1vEZTSppo/F1ass5SLAjrhJKS0LDNPg11QdYL4UKKyVpyvQ8xiEgbzOsff9c0tYzAZMkkiMgRNJLP68MF+vKgyJNRyDqUgJYA+XMxwRQXBnKLbDV4vVAKlMA1/WSlT79TWVLAyYWjpDnnh5CE+IpDHZEzOSZKh0kSCsbPQvmS4PN1uCkZIY+RJ9sY3CCzLK583W7hMREPV1wYgfGy2bvhYQXKBVVWPRS6Rh6SCUKhlWVsnoK13GCa4QKGB1C4AIgBatj32F+5bDb/SusCCjerPxOrNTZH+eGz1bPjWlrt6fF27naPf0NMVu9qHWNQUyxUtIAir6ygMOJeUy2sNWU/RC4rvDw0T60oRCL+xYUPPCZgEx+kfpQCXg2hrz0PShXmSexqigvO322d4EoIbGNM1pLijZdZksHRe60bGy3CBRDXyWRjJeGattexaymBW9zrmJAzTegVBDQhPi4fo1XoK6V/Q+iczEuNzhucy9ZZLTNLVozJyup29Jyb3CVuVVKvxCtLujxTv0g0jTe4hUKFDRVuwdaEzFOFLBK1/BLSK4sbLUkuq3IgRelCPwtrQGYkolnIwpwW8zWeL8O5OWljae2kRGdU56JQOfQj46/pWqOEhZLcHwTx5P1GZcrzBIHWU9WStTpbdLpBmCgtbKk/gvItDfPEci1oXnTROEK430vFvJQ1KDGx0/VKj/dMc1DKWCrPzhokhhIs1JY8NwpOPhxRuGzSD8ozGmBcduZy2RkrZN28ebP75S9/6d75zndixtQvfvGL7r/+67/cL37xC/y3eHHq0jsVACl985vfjAFw/+qv/qp43d69e/Ef/7s2i2vQdGXx7UT8PO96EDRE5L4xGe2c9n2d9k8IHXHh5S7EkbyG66SradhgVMFQU/ZQFC4KUqYtILQBSm1jEHagcBLjxLQg7JSRtVPYcIU7iEpM+fVaneV7zRrOtG/UrrBJJ/1Yo1lNy2tpqSUsWUt19n9X1q5wJfYzETP+HkrlhecRMa2uG5StmCf6rjMrF4ImxJQRUv8jEDESyBACUUHrXRJ+yw2Wb3iYLKAf5yEGVQ+Y3RnNmhZ5o7Q44ULUySScI22lItT3SgXFlTy9SJCidMNOsq4m9zEipxA/1UVfcwMsls1CTeSFh3/UBG5lFITeTWQ+PqtKeFIksHTgYMI5TkyTAw63dOeP4TGdWFzaYrI5iBmtCVmlRWxhDkfCLUHW7qU4hlSvkFwlfi2FuESs40FTEQpIUDZtzSIhFlsJdOvi9cY6xHKkIKfsWVEX61HWvW2MQEhcVZwrLTA8gBJfGf442O+4rFRgcSV/mPOpizjjUngwbdiHJC8u7ZvM06SWE9H6rsTAyxILavdq4DEPVY6aZ79W92OpmCRrKRKCgOAXP/d8xO9nhb2WhA4UuqpN4soSiINzASK/l3hCkwKVOD0lkpKQwpWpnGfir0yAQWeEmlilnr8yfh+9OGr6ZyCU/cKyj77LgLF1hcBKel/AY1liHLXeABBYBW4T+S73ytKUH8GSVYbMOnY2eGWtSq8vNZ8JQWuRGJlUCSezxJO8v2Toq6Q4xQqWP0PjSmQBK0KV4K3cG4+fZRVLyexckvRxv9ZwSjXgIG8cHhc+WK1nICE/1VERpieWnDimc6MUP7aD/IDGk8IjMfRVaSxjMj9FmIzW0allbWdvQcmfCQoL6yetK5qlsVRo8HMNvhK/xsd5xa+J/Vg9V57HY96C2EZhFBDbEowapDFC0r4Qb5bWYh5WhMoCWYmyxvHEV6rMAPcHNykYl5256Aynk173j4TXv/71btGiRRhjii9y4EIFSQFe+9rXurPPPju777TTTnNXXnklZl+tw9jYGJbxz//8z2hBcN5557njjz++eP1rXvMad8455ySfQfys+93xdDcYm/AuHuC20eu5/pL5rrt5h+vMGnHDPXtdZ948tHkZ7t5bbf7Q5fPmxk1xfOGIm3XzHn/9nNl+cdsTgpbDJbNmueHYmCexKKDzmzp+vmdvjNeCbtPj4/5zIM7MraEzOuo/W7zQue07ka11Zs8C3zI3WDDXdXePueHeMecWzHNuxy43sWqRG92yGwmEj0XiXVlw8YK6BAFsZ+5sXwdaVGbP9kIwIu4oTBt1YysWuFk37oifdyCuBfQFtDmY7A/HJ1xn7hzcJAazR1znlp1+45o9yw1HR7FendGRKrYV9Cz1C2lMQ9xH3BBGR11/ITzH+XcC/QNthP6aNwdjM+Fzw7vD8uB3eJ/M9XfFccvdTVduc8Ndu11n/lw3mD3qutt3+b6A9ixc4NyOnfg8LAM+C4QZ+wzLDUKaBfNcZ+duT6BGR3ybydUA6kPWnUjcoM9H3TAk/MK/58xxQzgkhXfiNw0KMj7wbZzwYxLHw9gYjgdUdkL5+CByaR64/iqf5Km3u+8ctAnHFjJC/4zFC11nbBz7DTWW0D8wduEzaOeSRc5t24nveNeauW7etbuwTfje4V3Bs2E8wP3Q3tC/JLDHcU7729w5bmLJHNfbNYFjlJ6DVdYsUUJ7HbznBbNcb7ufQzg34PNZo/65pCmHcUTfQ13Gxtxw6ULXn911973DVW7LjrVu6YJr3I/PWxrHEVw3WDjPv294v9BmmEswFmCugLAW3iEImaGu8ZAKc9L3vzzYQDsHc2f5y27ZGYTaPDlA1w0WznXdXTAn9/p6zJntywqbP87xXburuQ/tiWsBrAMQJ6zSunfoPcD6snN3sFAVgdVh/oZ3A+Pfl+PnCM5X+BzmK8xR+B3GFozPfohJxq1U6cBI7YZ6zZqF73dk004c00gaZ4+6/nx4d7CGwLpXCQDw+TF+rieP+OzxCb/OQV3hHe/c5a8Pa4+fl2EtgfcD7rPUB/Ce9uxxK49d5m64fg/OW1wLoX93w/ye5+sA7VuyMKyLvk44v2n9g/c1f64PXwJjIfQv1Mev32GOLlrg3/mu3bEt2JcTE66/aJ7r7Rmv7g/WWDQOcK0a6fmxDPWhdQ9JnB/PSDrhncBcI608zL1eF/ei3s69fpwsXOA6e/a64dzZXrkGa+m8OW64Z6xyX50zB+uFY4fWFngerFljE76csCbBe8N+h/1k2w7fr4vmu+6uvbG/40GYxiy8L3iV8CyoL9yD4xu+9+sejkt43q49oZ97WM/BrJ7r7p1g9fbzGPsM1kxcl0dc9+ZtwUKk5+7+YJ8NFBIFzYaxwQRLwCMWPubHrjPaQoFQwHC857Z//l5Z+fsjjj766Gnd3+v1UFi4cuVKd7e73c095CEPcfe+973dwY79kssCfxgd9XvQtl1+nsJ6C/sxHOZhz0Y316Dshn0Q1u5e103M67lZW/2ag+scrL84V11co2lPi2sdzFfiuLh3A3fx+2m174V1JPBQXGOIy+J+PorPwjrDmgd78cJ5yGn6hy5yI7C/jI9XiWBgLcK9AOoS9vq5cyreDXshrOXEywDIaUbd+KHz3ejNu6q9EfoFmhE4Ev6O/TXH3z971HMr5LKz3RDW9N17Al+fwLMC9ivn+CRgIi47MoI8fTjadd1N2z0XQ57Z8c+HPREtKmHfBs4ZeC2uuZWlFnLZy7f4vXvOHDeYNwt5Nvbp3r1+/9u5y59DJsKeg40YMC4b9nXs38DRA2emMFWeC4U4kmE/qc4l4T3Onev7O3LZoHRFnknx0P2eh+VDn2K9+hV3ge9R4NZ3E6uXoldMZ3zgOlu3C8+zod8D946FfTgIrOEdU98vnI/7Djxv95r5bi7wAxgzUH8YD3Nnx/Ef46niecRze9yvWduA13THBs5t3+Hcgvn+ncOYg+fjXg5lhL6jvW7OLDexcLYb2byzer+B5zgo3wFv82cqfIdQD+SZ426wfCEK+U49+WrksnPmX+EuOO/QyOXxDDhvtuvAWRTKhPJhfgHXhjkM7SQvKAo5QrwLz5o8kRa02e+70PbBSNf1YK2I4SACN+/1cIx1d49X6wacGaGfSbEMvBy4BFk/Qp1g/QjcHngZcXqMAT0ncCXo+3Cew3cUzkChkp4fkbIGz36B+yN/De8RxiCtLzL2LwmIIbEucVwSao6MuDFYBzbcknCx8aVzcG0AToJnfuyPoHjnbvKwBtB5MZyNIh+CdwXjnN4D3IccbDysRcOqb/bsRS574zU7wvjrV/MKuOc2vz7CXEWuCv0c5hOusYFvI9cF7ha4LdUNr4F7YCk6ZBEKa3EO0VpNZ0FY66Ct23b48QxrApYByiQvD8C5hss9W9vCRPRnxVE3hHM0cGEYF7CmhXE0vnyBG92yC+s7XLqoOo9B/eAeWLdw7oZzMIxX6Dtav0iQDf0w3kceiesqrJXwrqDfsb+8nAC5M5wnoQx87V03nAj7APUfyQugf/E8Fs4hPBQQvMdwVk7OqrvG/ToL99F6AF0BXHbBPBR6w95Le/HdH3QH47L7KZedkULWEnbu3ImE9dRTT3Xf//73p0RML7jgAveUpzzF/eY3v3EPetCD3Ec+8hG3evXq2udq2v8vfelL7nOv+rEb27Td9RbMd4Ndu1x3wXy3927HuFk/+p3rLl3iJjZc70aOPAIXlP6GjTj5SLDmjl4bLPe6bvOdFrlDv7sBr+mtWoGL6sS118XNrLd8uevfvBkX0O68eW4AwoCRUddbfoibuH4jErfu3DlImvpbtrreocvdcNt2N9i9xy8C3Y7rLlnsBltvce4ux7vORZfhptM9ZCluYBPHrnGj197sBjdtcu6Ydc6tv9rteOgd3aIfXombHS40cP38ebghDm64yQ3Chjtyu9XYTkB3wQLXWbncdfaO+2cBB9q+3fWWL3ObH3KsO+Sb613/ppuxTSNHrMUDv7vuhkBU+q6/9RY3snYNLtjjqxa6kV9ehkSgu/JQ11++yHUuvtx1Fi50bnwsumFhvwTyiu7s4dAOfd1ddojbe9JaNxjtuDk//D1uhP1NN/v+WrfWuU2bcSGHe2Cxw/t373HdRQv8ZhYEag/7x9Pc1999gZu44irXO+ZI11++0PV+eyXWe3DLNtc5/hg3vOQy11261Ld5yxYsD95TD+oLJGT3Hv/ZCetc79JrcVGHMTLYstVv+tCWTTe7Llwf+g0+6y1Zgu8o9vfaNa6/8UY3HA+kjIQXYcOFcdDfsdP1Fi3wRG/TZhwnSHY23YxlIFEBQfbYuNv16FOQNMy/aofr/O6KOLZQywYL/F1Pcr3N2/CZUPZg527XXbfGuS234DsennKi6154Gfb1lX91uFv38auwTYOdUIdFzq1Y5sfDTZvw3cHmD/MEN5iFC9zE9TdE6w0YE7ecstotvHy7G158mX/OJu8aOdixMwrDcbOGTW/3bpwP8Izdxyx38y7a4Cau24D1x/mwbKkb3LgpzjkYR4MNoN13WBd4TxP3vZPbtXKW++Fb3+N++vtnuHvc/sPuYUfdC/sG6gVtmLjjUW7k4itcZ8liN9y8FcvFsXDsUUhYcQzQ2AobLNZr9mzX37TJE8soUO+53trVbs+6Zdjvs392qW8XbMawLgDmznFjJ65xs9ffhHMNluje6lVugOPVK1E6MPfXX1nN/cWLXP+66/138+e74fbt2AaYs9BPuCYAyVq5zLkrrokCYIzlFZ4L1+K7gc+DgmiwbRt+P3LEGud273ETG2/wc3RszPVvvAnHJ70bfyDyQkEUTgfhH/b9rFEcI9tPWeMWfPdSL9CEQ/ihh7g965a6uX+4EevQv86/Hxh/0Icwlv0A6LvunDmus3Y1EqHB5q2uC4fsZUtd/9Ir/Jqy+rBApLvYfrgW38+WrTiWYR2C9at/9bXuEf/wAPfVz13rhr9fj/Ozd9hKN3H1da539BHO3bAJ13N31xNcb+MWP9/6fTeyYrmvY1hD3LFHIBGCsTCycoU/GBzilRb9azfgM7t3ON670q2/1hNEKGftahz/e++0zs2+erMbXLPB9WAthkMTzOOwJUP/Qh90FszHvoc64SE9kMfeyhVITAfX34DjuQMEbTh0g23bkfzuPuUoN++SG7AunROPcZ0NN7nhmpWus3vM9X9/Gc43GF8wZqCfoV7Qr7T2wDzCA8/tj3C9TdvcxFXXYN/2li4O/b7ede5yonO/+b1fa+54lBu94gY/HuDdQ93gYAkHdNg/liz2B36Y+4sX+edevxEVIDA+cF5CObdf63pXbPTtnzvXdY5ciweaWddtxWdCvfsbbvBrGKwnsGYevdbtWTXfzfn2b3B9686f6754/TtRkFUSss57zE+mLWTd9fl7HhBCVsi4yjOyEkqWTWoII3HtXe96V/fBD37Q3fnOd97Htd3/MWO57KIFrr9th+sdssSNn3C4G73gctyPgLf1jlmHCSv7116P6zoKJXfucsOTjsaDa3/+bLft6LnukB/f4AZXXYf7nNu1G/cMFMgAl11xqOeAYT2HtQzmf2/ZIbhX4t4NAilYp2/e4nq3W+UGN92M6zque8CJYK8DxQ5yj0v9nrfIcwuo86xLNyAP7pxwtHOXrHe7H3hHN/+ijbi2EZDLQrs2bAzCzaEbWXM7NwH8APaeBQtcF9Zy4IRQX9iCgNMsWexuefAJbsl3r8B9ANdz4PjwPaylQTgCvHRk3eH4+8SKxa53yVV+P1i1wg0WzHHuiuu8whzODQsX4Hd9qF/g+LBn4qGecdmJow9zY0tnubnf/i0+p795i++vI9c6twWMAPyhHLkHCJyBY4bfiTs99B/+xH39334W9/G9R69woz/7PdYB+eeRh7vBFVd7vgD71e7dkSPAOQfbCfsQcNk7HO26F12O/QdrOwqLQNjE9kjko3AWgPe24lB8B8hdOx2/jl+3Mf7dhb1tOMSfyMmBswKnnTMbueLg5s2ud9gqXy/Yn2Gvg+8Dx9n256e4Wdv6bta2cdf96W/j2YeMDbon3d51N21xAxB60jgAbjw2jjy5c+LRrnP1RhRAXvO0Y93hn73ODbdsxfoj9zhijR//112P7QLAPob7GQhPbtoUxyiMid1HLUPjGdwfYf+9+nrnRr0wBsZSd/58r9xcuBDHC+yBwFl2nLjcLfjB5TgecN8E4Q/sucD/oE+A3x+y1L9/GPvz5mK/7v3TO7ne2MB985Mfilz2oUfe0wsUx8dcb+lSNzziMNe59gbkFMBl3ZpVrv/bP+C5xt2yA5WseBZjoUpgD8bxd931fi8PChH43B11uBvOHXVji2e5ORdc7e+HswPs//M9dxk7fLmbde1mv25AG1evdIOrr/PelDAPgUtcdqXnjfCu4fv1V+PvMAcnrtng+wEUqbv3IFdzMAZAMHzjzTiP4SzihdUkCPPjDec2nL3mz3MTMD/hLLxuLZ5J4IwNcxTOCKhgAOFeEJx5wwl/tgJOApyIDGOw+EWL3OYHH+2WfvbXyDd6Kw9FAdnWux/mFn97vXOHLHbDazagwA95OPAoKDesvcBZuosW4j24bgAfojG0d68bOcxbIAOXQwHc8Ue57k1bcV75dzLHdeD8eP0N7uGv+BP3vx+5BNsB5zdoU/+a66qzPgh4j1vnOjv3uP5lV+D8Qi4Ga8i1G/xz7nkHN3rlja5/w42ec0LdYN4vXoDjA/vl1Du7ka27nNt8C3Iz5ILHHol/D45YiQLYwYW/xz0EORjje/0tWzz/BoEjcAdSeEHbiBsuX+r6v7vM9Q5d5vcWOF/COFow3209/Vi39Nt+zYW64nkM2g9j4reXut7tj3JDONfAurRrF3JjGBPI46G/gJ/B3Lnj0a538w7PXUdn4dyC9wvrfuduJzp34R+wjLG7H+fm/O46v7/BORjWsc1b4lkO6ovyApj7wHtWHYpjGPe4cIZHoe7tVuEZFtYueOedxQvdruNXurlXbHH9P1yOsh1cD4Anw9oP59IT1qFRwehFV8S9+IvXvM247H7KZfcrf7f58+e7pUuXuptuumlK93/605/GhAEbNmxwH/vYx9z//d//NZJSAByggBDzf6Ok6dHAs5GGn8lLIy0Zd6kiM3otDkxLxNiBhMwNg8UxISsjWDQSV1ByffDCuKj5b+PGXnouFuDLSFw5Mf4quUHxuIEsQQsLHeDbR25VIT4rjw0pkkbx5E9Z/WtiHSXVDuEGotsEc2lI6i1jU8nrqA7chbllvJUETbEICTymDXexku2TsXySL30MxyqUQWgjv4cF8ZfhAqJ7BnfXp++C1UX2PM0tOEkMpsQwk64pLMFCrDeL4RPHET2mYRXk4QKScrXfKVabDDshY9JR+KpSXFTpOsNR9/7RAldYqIZ2F93Ryc1Ki3s7lTGqgLLg+uRGqUsqutNL1x41jim39qXQI6VwAWxMyPGBc9aHa4ngFi+EUuIVymIqXASj1a10YeOuWvHDKlRCVecqCUTS7zzhGkcW00qEA5DtIVcr7mJF8ZZL7p5yL+MQfVVyCcRLebzw0Cb2pT/Ih7VNDZUhXCGl+2kS0mAS4QKm++9Awe1vf3v8t27dOvybxyJEwUdYN+N7CteA1v+II45AK0rgSfwacJGH5AM/+MEPbtO2zUTMRC4bQ7AQ6F3LEDmaey9QMRoXtNdNxX6D4taRpaLkLZnbZpVIiu8HPhEnJchh2bJjMwqJFim5KLn0K9fEBEssmacPTcNjSrPkrSwcDc+cThwkJjbirs4C0UKUvHRq3K/reYMSLqbIafLksmlMchFeTItTqVcyX6tpP+T7U8vEm9lzVBfcEH82C/Gj8QwfLiBL2FSKs4qCxdStXU1uI+cFcVGZ+JZZ9dI5he+tMTYshcmgcusSUFFZWDnGt6Q7v+TOsUGC80u+RjFZ4+UiJEIpRALNEzXZVp4TJOboAIEsCzGVjAE62/E4yZk7uwjpQWHEtDGrxfoEYfOwEC6AQkvVcOf47sh6Vyby4v0U4x8L93V+PibLbw7JZfmZlMrj6xdHsK5MwrLBJTJEA60JIoRCEn9ajgvwypL7ShaKJt2L8AzO51icH/GBadxa2f7wd8YtaS0SCWlxL6sLGcM+T/YSzpFCKEa5PiW0kZ4r+j8ZWy1gXHbmctkZd0qARkBcqQ9/+MNqZlX4d7vb3W7S5X7zm990T3rSkzApAGj+wQLgjwJca3j2PLG5cJJIWbX5dVqsEg2lTVz7npHBBJQ1jyeuCiQOFxkRH6oSmvE2sJAEnGDSd3Rv2BiT8vgCzAWPRDRi/dkGwxPiNMV5SuJ2VrFnszg+fLGUwlctvpbc+EuCTykMjG0WsXUUAlXdUIjbooETJCns1IR5uDlSHej9K+OUl8WDe8trKEZX9iBl8yeBlIBMXODrVohJycrH+zgpFhlAY+wnOjyFLMI+Y6+rB2beVATURAymIIgsJrCI460mYH5NXDE6sKkoxAhKn09xhpREJexwJpM2+AN6oR9YnKKKzFfkG4WsRBJlfFRRB4zfypOIaAJCPmfB1Y2uT0iqqKNC9KNwVIshTW5xktSJg7lfR0ViEC2uLyOI6YGBZXctJeoQhDwBJeyifqGDJl+rtTWupHxhsfyq7xVFV+1hr7omtokUjPwAWTq0yjFkmDZ+97vfoUUjxQeFDPbPfe5zkTdBTFGI2wn/Lr30UrSYPP3003GtGQwG7i53uYu78MIL0Trz97//vXvjG9/oDj300Ggp+YQnPCGxnjxYsF9zWbnHRBdPIVwhTlUSzGhCLbbOJnEns+eVk1Alaz7Gr/TeOZngA3lfJQiLe0FJECZRUvgILpvuLdV6WmW9Zgd2ErBQ+BdyF60DCYvxdyE4Ujhj9jsZNCDvqOqSKhpFTNZSmVzJKM81qoBTxPSOZbbktZpQR7sMhpvoIxxfRV5SPmv5HBJMiM722kxowoxR1DpncVRTgU4CcF2W7VOMN6gunnMEYT38qTWVC7nkuYDqVxpLpc/ocybkqgRrYqxj9DGFK3Mjm0J9a5Xo2nfJuiDOeYkAr7AGhPcbr01yW0juJp4LHjlkMBC5MjO+0fgb9QGPMczbyM8ggcsmoP6rM5bhXDb5kL8LUTUShIpYrRhyQPQ7N2aK7aSEf/xcQIJsdS0YZEYL6UOCvIKfnaKAWhgtkQBa9icKmmUfiDrRe4A/C/WJe0jIT+Pvk/sc48mcy1IiMBJMy+oIpUCm+DTsd1x2xr09kEBfffXV2DiZXfXVr341/oSGTgbQeS960Yvccccd5/73f/83ZnS9VUDENBHShU22tOBoi2QbQiiIaW45Wk16MqcuZkRF7X/B2rAN6qzAaFOXB/5wTQzCnZADCvLuBcNo6dBkiZoIHxrqLQUhdH+IwZMS00kSAsoGGRZXtCjUrM7a9K32ziR5QUFITWIG/jEK+v0hqVrgS6QuCEC0fscDhehzEfw+bYZinSeuixYxTMAUNcD4hwj0zgU0/iFZ3SPp4Qc9MTaSenHLOoqpRPNZaveTtjCrGm0OyufWjYNu2aIiGwuyHnxcU50nk02eSEzSNjHWaoSi+VqYHkJLlqy15cj3XLqGHwK5lpsfUkVW6Di24f3xhFVNic0o1prMpuqYFZW0yJZV5ppzebBU1tPUqlqu08y6qOb9xdhy9Ll8Dj1DJnGUwhW04mhxaOZxz+q+F3XIskYriq5UwNJMbfquM+1/BwqAVD7qUY9CgnnMMcfgz3e9613uT//0T92SJSFud6+H8a6e+tSnouUkENmFCxfiT4jrCeMRhIove9nL3EUXXeTudKc74X3XX3+9++hHP+oONuzvXBbnU+IZUVCm07ohsyvXrU9NqEkcG8EtpSip1FAaDHjBa2L4AChYqWbVkAJNTAQYOAfsHYJT87pG69bYhkoYkFhyReVczZqVGQwU+pPFq8/2d/neYl9UyVlr13CZXIyScEkU2qEl7CrdnwnjJEoKtjZKZO16FJJlFa5+j0mKFI8wPCeJscqVl6X6CYMO5MQ9StTL+opbjsZM80yQFDlLi3NOt+mM1iDskx57VHfNSpjPH2Ypmz4u8DJuyRxv1oSolDy4bPmZjLOS0DieRZUzD1mNl+ZClgCOJVfts7FSpwRmlu3cACBbW3l9yetICPwocXGsnjYGeBLr0EZ+XWbhSYYocv0qnZO5wRjvE22+KRbKEtmZjNooBKrR448s/LW1RyTESvtBEXaShzEXlMeilHOaTNgaz4hyjIa6cr2CZhTDjZ9awrjszOWyLELvzMDy5cvdv/7rv7oXvOAF7g53uAN2AjQeCOX555/vHvzgB7tnP/vZkyrzpz/9KXYUdPx//Md/qNfc/e53dyeffPKk6ys16on7P/2Uruwk0ApWXJ7MMleSFuSvmPWQ/1Tuid8QMYVYpvQhZeAEYgpV6Yv6tDlEh3LSv7vljKwi02kkoXwTZBthTJoiM8xrgA0MF8xgPUrB3LVNoikDbWaxJtwLcAOCvioIKehPuFxY4mXPk9nIOVq6UCUu+nXvLQhYdTdARRAc6xEEVHQQo81eE9q3IqbKc8hasMkKQns2P8QgmQ2HLoijA+QBx7bXnjZaskbSKzZETtAlpAWLQsz8WKg5QIhnxfnbKFgtWbLWuNfL58m/2ypXAOrhghRL+TPR7Qu11MFtVWSo95mCWZ34IUPWUVh3ossfOwhHUivalx2mSQmWtEtYaUYrDjbPlPUbtf+yzawOkWTLAzIhlJsJuzPBvjJ/wMKLr1E86zGtQaT4avuOJTHlfddURunauBY33C/fOcckLcsHQ1i/pq5nHqpmQ/sngISC5h7I5+c+9zkkmE145CMf6T7+8Y+7Rz/60e573/ue+8QnPoF8DQDa///6r/9CDtfv993XvvY19zd/8zfuYML+xmVjmBsC3+9IiaKE/SAFOHKBIROQ1vGORIigWM3Cfh0vTfeD5B7uLjs7LccLQ4MHk2YpSsYGyU1sT69bzyjuW/IZyxROB3tab6W3AHKQKpFho7dS4LL+d5/oKW2sIlTKhDH17q983czcefUbKs+TFkYgWRvbnifSQgp18dyGxmB61mHWbuHvmBCJ7/dMiYDbAiWhzfZLRUitWV3jnBj6euCj/BzKQo1xBC++ZM+uaTeWCW7dOA9hrOnWcRlv5N5zfD+veY+eh+mCzWiIgs9QrsG1RArpRYgNiYIRklde9DCuatI+ufczTpW4mheArsSxr+BaSpokBH7EM9RwAdVaw8N+JQYndK7h3lvAU+X5NAkX4DBhXmZoge8rCD8TJb1YH7llJRcCQznjPIlyQEiuLS1ZM2FteF7mycDPc4n3riKkxd+D0RW/P5Gt+DOjPzfz9Z/2rbDWU58oMTlLsTeTz6EMTM7HjIp4f8r6wb8JEYaAeDck5cI6sn01SVhdWAPRu8NNCsZlZy6XnXFCVsDzn/98d+SRR7q3vOUt7r3vfS9aAUBHvfnNb3YvfOELsfMmA0gQAPjyl7+M/zSce+65UyOmgISYiolDB2Rl0vsJF6y7oqZcc4EXBKok/CAX6CwOpdDIkIWmZpEHt4Ys0DwzY9SsloRudG9dHKuw2KDQk/cd7EnhoB9dupsO57SQkQBG0+xzDRQseLSHaXGB4q8iXIDUZsn+auuyyu+PcWgbiGkT8a5BbtlaINZoUVq1qXKTCe9FahVrYq0Nuz7DsKx/ItiKxeTu6Mlz+KYkSCwSS35fIAJ4Pwnh5DyCetHGiIe4ND5qHZINlFvRlix1pPa+BPlceRCL1/F+Ibc/ZY7h5lwfVkGrk2olH7M5FwjGZJAILilDK5tz4eDR0Q56pbI0wX2sHjtgCeVN45zlyoaJFkmRePnQ72RR1XRY0NZyGrfs4NFKYFg4WFftUdz3sthWhXhuSkzW5NDG9i20SJbQxmJh7FLZ6jVa3cReNNk4Vv2hcC+eJIYHUExWIJHQ9w984AORTLYFCPuAN/3qV79CkkrEFADWlg94wAPQTQu+Pxix33FZzZpGKhalCy19HoVcTNmfWTK1VBIXwgMl/KT6ENJwh/WIBCphr4fENVCd4NLtY49XMSwboV2TxOjPBRvJGsb3dH7Y5rFfiY/UCSqZVSpy2b2FhYsLtaS3GnJr0XcDxQW7VA/xXRRiy2dPBpmXTtVHFK80sRAOSsNMuE3rfxBsVpUUXk9JcyrPJBn+yL9jZqnMz2Ahpl8nEDhMJKtZo2m/Z5VIYzJ6QWlez/hRJizmQtvyY6p2CWGQf7huPBBv0YWM/Prk3EZzDMqleSKFuCJEXfJd3byUgnItRjMY4HDLY62MEs+gz+K5lAsK+0IwKO5BgXe1/nSojLgeFs6ogc+neSTYmQy9O5kFMweFANFkAvyIA+sfF9KKtquWrMLT1CvTCnwO5xL/jFnKsp+xjcxDsdNrYTBAdaL1JllX09ivRc5c8MCMgmNuyNLGIp6H18NfgyyCC9SlPITHha2To/RFmK8GGJeduVx2RgpZAQ9/+MPx32QA1gEanvOc5+C/WwO02VaLSbW5RCsusngKxCpaEsZChGAjxlRlh34tDgoIWPD3PH5SLDfeX3CxChqhrE6hLa3iWGmQmrJQH6/tS+uIQjMig8KtIbZNWnupzwwHhZJrGCco2qJK74FrJPG+6v5k08cVVr4X7jJP/UvWDp30Pk191VbbLwWZnEjUav/JxSUnorhpaK+bb/5MkBoF6Ukh+aEoBvvXtKLKcxo3PGyrvDWMX04kNYKJdRflZa5fFZFIYp4WkibEOhELI2vtTNBWIzyqabdq2VOqf1K3BkvW+IAW80q9pyyUTGJv8tuAZEG8qKJrVr4G1VpAcGEdafmZVVGsf0mZkpTVTkDI25gJhtGKSsRU5ddwyzAUbPA6MivokvJN2WfoZ3STrRMuN1k3c+AhN3/HmbUNs56N97FrvWVPmiwgzl82l6sDLgsXQAfCLIZjUFYapoTLLrsMf5500kmTvhcSAkBigIsvvjj7DsqjWFgHK/YbLitdeYmj8nUr4am5iyRyXG2dmywaeA+tI7TOo6CLW1SFZDHgjuxjfgvPmTphYvqg+kM25zDMigrXLi54Urmd4g7OIc4EPuYoEzQo1ydGAiJclqrAqjPYKAneuMvuZBWuU0Gb9xTOV/GM1VbgK9sYhal5GZR8KDOY4bE66d2zsGI0LiHOZXKt1q6e0q8i7wUpOH09Ctwg6RuhEODlBqF9TObUGamETJNQQpTCBXieJc5BvF6gMJDnUqWOSf3heqyzEo5MU74rAm80/NAMepCDCSt1zdKeKXUp3wNYFHtr/0kokvhcKvL2wIm0xLXU/yUhfxSAQp1EaKiwJvjxJN4NWuP2qtB9/HNZz2DcwhUNqAgqGQpo7ZRKL2WN8rlFxHjh+RbAwh/7NJyveQiWunV8OJ60BZUafnOp2ic9E3mZSsK0YmZ7lKHwM56Yv9KjToZOMex3XPbAMcW4rZBtXOJ7TVjJvwNyONhHgkwOtoFU8UCZpr20qMPnoPGCaoMbyhSIch5MPGwEFLibB85nC1kewDrvhyjUixtHqRID/zxaMNvEsVK/66TkhwnS8XdOeANZLsbyoTZzDVgbZIeD8B6bLB94/ZNNi8XtDVmB0TWa3hO3huaQZXBXHPyeBMiFsBASdYktuFBTtksSmdJ4SawemWu0dCOpm26aWz8l64jPF8Jp3g7Zp8lzC8JKsiKiA64UjtYIF2vHnqbp5e8gi8fJCEtWz0LdG9YLLVwAhscg9yQtVIIkSpxY4WFAcXfn1vuMWGfPluBzmx+ghSUn+yMdC1x4yIWIdXHOqL7c4lTtc6F448oxDeSyywTMMVwJJ42yP5PuUAQmlI2Y1QGvqwtzwp6l1rcusZ08wJaKT5SFzXso2AcNpvEvtaefHCBWJ1g5QlyoOXPmYKZ5CMD/yU9+srjnbtmyxZ199tmonYfs9PAPfofP4LvpAGJ9AiAhwGQBiQUAW7duzb6DTK6AsbGxadXPcBtAS9TCMmLjR6TUgj0RY2unyhYVJe7Dwq4k6w7fuwl02CbhoRp7GsxIvFdWksVdWpdOUskbY7KSgJcfwkPdtFBLPPYiV8gRl40JuZT5j5ZsXIBc2mdLQiq0KgSuqlv/kwAjCmrbIHhE8GRiTajjJ+n+V3gvTNjI4fli8JTRjCpYv8R7pes7j4+K7tls34yC0dwaU/PKigYevF0S2vlGGjbwkF8y1icTyKBBxFRO8+y9l+qkCpikchWF0jnPjyHduLFDUrY3PMliXfL3lc0tMk6p5z+ZV6RmBS+5G39O8jPvFxm/2IduoNBr5L4uzkhVoypBNvdMU94t9Qn2pTwf05xWDAYS6+oY+k83utKsp5NkVHRmL4QLyGKylpQwkzAaykDhAlg4DTLsoTCHxTi7/O+6MwoaEoiwX2qc12rdTwwZ+LumMRrP/Foyrrwu3vNicnIX47Izl8vOWEvW/QKFJB2IaLnF3VX6qSYMTPhJ8EAuDiW0EbxqFgR8s+JaQzDnh0ULNT7ho6DVGo6OpBYJvHyNAPHDOf7M41mpVo5IWIQFXFiYi/EqRaD49DstLlIwKFS0gDEzLjyPLGM5geVxtxTNmr+mLBCmZ3T4wZ9i65C2mxMVLAfqWeOS0RYypmMJSPAb4o/VCS/576gELmhbIzGt2ehkG0mYWkoQR9WJMXw7+r3YrdWhLKkHfikLLMTmTZIMCIFi5u6iv8eM4KvCSiXGUds4VoVDmm9DjRC0RuifuYvx+HAhe2+IPKZen8ZkpUNzRb5RwM+teeoOvtwKRFsTRXxndPnjdSoJcqkPpEKj1F9YZ3YfPVskavNCZGH9ya3wk/mjKJgyhVXDvGZzyK/h/XwN48JqDKOShijIIIXEmosn7CXJuphbxSefNym84uFSuU6zbpmCJSu4WE3L+nXYnRKBOu+889wZZ5zhduzY4ebOneuOOOIId8011+Dn8O/Tn/60+8xnPhMJH+CKK65wp512mrvqqqvw73Xr1uF7BY07/IMYUmD9CK7pUwFkuYc4Vj//+c8nfe9vf/tb/Lly5crsO6ovxCc1zGzIxJcxjIsICaCuz2Gv9ckqJzGpUJGnzKImAa1QdEX+wj0Z4B9yWUXJ1SZeLBfcFpRkmfeQ9hOvLytGkfs3CTepjRqX5fsUnTPgXYx4q8TIQRVX9KLykFtYibNMokSmuINTAeOcaeZ3JliMbaJbWD8l/Qt5JEKOC7mH1wiBY3ls3/RCkyBk5c+P7tMKt5MCN+Jw1Eb6XV6nWQXSWYmfqSQ3CvVAd+vJ5GnQ5ibFLabym8qTezfQHo27YNnCWEIIu5PwYuqzdI6DFpaaYJjqLxUqcl2g9yjHBSoNvEu3GpqE6hS8AOMzw9qDQlbNapfeNd4X+CAYMXW7KLzxoc4Uw5FQJ6/YUQS9BYFiFSLEc7OiV5awdsdncWWafCQZQ4hyUu7HzijS2Eupqy9XX0Xi2kVGJzwRcaxzCIFF47gkdG/gy/gzhrdg18TkZOEMzwX94j1lZfM60jPQYU0RytIzhFVw3VmPYFx25nJZs2Tdx4gx3uiwH4mpEAqQ9ho3ScVSqNGSiVlEBjKsWv3xn5nbQyAgckLzTZc/e7IZYmORzN1BWhmFv/kixolgRo54xs3kY408sAVLC68Q66AQ6cQVJcT95Ad6qosggCVXuUrzVi3O0gJCe+dtgndX7WAEiZddFGiAi8vQddGdToldpQmyqI1kIcc1+pwIcK2dptFk96nzp61rO14rC5GEhbmL03tIxnxeZEL6k2RJQeBbIqxUd7q2DvTcUoiFgtWGSmYFcs25bqlYe7/mdjhNZHE7yQJSS9yhushThlGFIJOLEJbD1r4S2dMgtf9ZA1paP1EdME52wSI2ORyzA4fixuYtjQS55OEChNA+us4O8vtiUkG6XutLBcn6FOMb0lxPk+TUlsOEIcqX/IF5eSVlwECMrRbtuS2wceNG9/jHPx4FrE972tPwbyCEEKvzne98JwpWIdbmP/7jPyb3PelJT0KSB+Tvhz/8IQpd169f73784x/jZ/Ddk5/85CnX6573vCeOsZ/85CcY+L8tIHMruFDBO5VxQEHjT99NxXXLMIMMBsKc5Yppfw3EowxrJblr1ylS654XH9tiLeGcFoQUIfRVTCJLZY1Uoa8Sjtg2JmupjiNKjETu2gnrLGaKZ3tOxqW8cLXVngxtI0vhBs8r1c0/CV3A1/H03qydDcptvh+qAuepQLMapP7LwhhUvAHCXkUhv6YIzBogwhQJIWgmACRrwtJ7xGvCmQxupY/keUrGiSWhHWZzVwThwmsribEbhcIhrJWGAn+Mc5lc75sU8JqHIvEMEgxLrjES4p6HfCFg7JDcH3l54Ywqnpd4ZSqGCmrINGEBn9yjcWLp9alxRkr6y58FCu1+Q2IzLe4pWbKWjIagPrCW0HrD+5A8KTUhJ683hXNhguPaMA0kTwj9F++T84X/LuUIUQDK6qvF2abwG6X1IyRVxGt4PhOKb8qFnkyQ7sdbi3VIhofDPY33pxKeBd8J87zQ1jv+TplFMw99Fb0ZsnWIKfj24flrX8K4bDvMzLe3P6Hkgsq0onyxws9QSFVZ2yUZJwvPmExcjhh4m7uB8rqS8Iy0VWyBRDcZ0P4PFRdOrg0sPzwVsPGvRhoSA/CfvL7F0AwN5JTiWEH/Utyh5P6K7JQyD2abshQU1WliFY0buvRIt4Z9AU2LxrVlBeKK4QLIxaXGHShJDMAPWtIjg7T/2YYkwirEw5TQ3lLXsnGZx7lkpDaGmEj727twcQ16NxWU8+IyzqwIdThRjrHPKmKaBa3nLlZa30P1grudfJZ3DazamggPG6xY1fidsQ2C4MrnFqwNMvKjPZ/CfSSPVdot1xAIlwIafRJoNhEK8d6ly5ZsX3znfL5JV6xSfRssOvzhgmKp6pYqvo0h7EqduxLv1+R3lvBEWuSUNPP0K7kxamSf2hozsirjipQpGoEOdctc0rR6KK6AauxaaZmivSeh3KCy87jm3VYZWaf7b7J4xzvega794Ob/wQ9+0C1atAg/hwRIZ555pjvnnHPw73e/+91u7969+DsIVUGYCgAr11NPPTURjsJngB/96EeYfX4qeOYznxl/f8ITnuB+/etfN97zm9/8BrOxknsWCII5XvGKV7ht27bh7w996EOnVC/DrQhpfR54TuK6HzwXMgSPBFTY8sM8FqTPE5Xzqt5TeVy6NJmTkmCEhFWjI6jEQyGs9hzJOxMBZA2XDV5OKl+VvJvKpT2oTbulMCKse8gbwBOqZOHPBQIFF+zIBdG9mRktCI7TLOAWia9KqLFMbbXftxGUREvWysNEHYMyrARxSUWpPxxhAqZoGRmELk3WnlEoHvq1baxO4rIS/BxJ5zdlXmWJHNm40vh6rB9xl0wgW51/cmV/6m0Sx5V8v5z7ZH+nSYuSutbwam/JKqxV6ffE2rcg/JL3YaHVeZCvL8k5kBcj15A4/pjwmqCFC6P3SaFHFJd/+h2FeCCwzoS9Qbguy+dzGb1kFSMaFgIve2bwTEhi4VMfaQYckvt2Jhm3uSn/wf9n70/ALU2KMnE877m3qnpfoaHZV1FBRFBBhUGWQRDxUUQZRJBNFHdg/uL8R0EcxB1xGUWZQcARN0YQRFkckQGUYVARUUYUaKCBbppuel+q7j3390RkRnxvREbml+feoqmqPvE8t27dc74lM7/8MiPeeCNCnGf07uHlNmCcJR1htCbxvHNtl7knDrdlYeb7lCOeoGH0dGC5t4BofHcw7Uir33sgDKx12WNXl12DrEdJpvBQ+FAMZAkTwK/EWyE5WVsL7IxMHqYgvMcLKGBV8nb+vlyLFnNSTB0r03ibAICbNWglTCky5AMgUtpRef+5ep+0aVBhEUC7pQxGubzQg1iUHk2Ujt/jc8UwlQCYRm9wZkEECkmrOMJeGMRlM+iyxoqiwCFWpBx45qpPMu4VPs+UlWeMImAYzhfsmzvWMFlxTu9BzPyGHGr53kUREi98S5wTQOdfyPZeAXTRfsZKoPGIR23CDZ6v1/Aw++u2GOA9FosvPodgdnSvXg6yypgsLOrec8Z7R+xoeEaVUo5GiX5enD3Re2FAQy4VW7O73X1aOW6zcdYAKPlYZ6BIW4XlXo3Dor9+e2cKh65BCJReB9pcFFNWVFvG7LL1nDdqBVa98EFu5oZhaKQF4LDTb7e9jkio8gqykxb7/llV/vzP/5x/P+MZzwgry3/Xd30X/yZm6//7f/+P//+6172Of9/znvdMD3zgA6tz6DP6juQ1r3lN2os84AEPYMWSnvPFF1+cvvIrvzI99alPTW9605v4752dHW4TsW5f+9rXcuXVL//yL+fcsvRM6Pxv+ZZv0cIDlA7hl3/5l/m7008/PT35yU/eU7vWciOKf/dCR0gUKVNSopAuuz3l7QvXDGRFtQT3/cChovdXAAAAF2wjrZGkyzYAjlC3KW1stl9EdLgoCgWdVvK1YXM59pLqmw6MROGw3xIKj+u5rLu4j5f0A+baEs0jbRTQwLPxTDtaKRuKLoQAkdx7r8QB0KPDsGLRIRu6sBIGtmkfcIUXsU8iAWFAyS5lLJcRgcKzNf0zjBzARQ8YqW/BJJfqNQSAFqN4ELweAaLRcYvtR2C+Zxe2hNMFeN2mrAGUrqmVCkpY6EgIknnV7EOQkxVB0J5DWfoHtlF1L1nX0D4LgEJur68BKoWvRIYcEABEulRXqksVlrIUoTJzW8PbW+kCAAD28ySyxYV8hR/jeDTwDBPJBMSSTHJo2FBz4yLXlXWqEE5M6kEBVXmtL4xgtEur6N3gXjPPjNnXtC75eSRrwWzEIgC/c6kSJBUbPoO5lBprXfaY1mXXOVn3I4F3Dz3DxgMqjCFhF4liCowBeyF6qckDVQxq/5J7QQDUKMKgXPmNQ7w1zruzeyAXvsqXgvIePSAkMn59E0t+xNDTKPlPm541AFdVQeovbpIXqQq1lXYqw7iMBea8iVhVkocTdb+RnFTUTt4ISm4d7Ctdl6bBKEAww9ybGtaeK8LypDAmnXurVFIHxZ3HF45dbi2whuV0nQZ40mU6yrOb63Pkmca0EgpKuvdVjCnfND7X9YI2um3of88QGQjvaOZclf5gv33+VzeWmrcIJVCE+H0wx8woB/Q9zZFRw6mRVN8cooxVUCKj6rktgaiAXNHV5wez+UX5GJ+zt8FkzU6xZTyuvEa4eREZDlXoUV3ZOnxeYrDi3zpOMM8R2DSVvz17OTsscs65ab2t5kDPOJFLofIs7QB2uz6zASNS19Flfpm4YEfTli9GhVFCG0VfxIhoOc4CYSbqHtioKns491//9V/5tw+tF6FiViLXXXcd/6ZqpyT3v//9m9el7yh0X47di7zkJS9Jn/jEJ9Lb3vY2VkRf/vKX809L5Dl8wRd8gbJpSSiNgQDD9AyJlXvWWWftuV1r+TyJOGnE0Jd12uyzEoqPOVnnHaNhlAN8Zt5xBDO9c7qsiVxIKnIUii7bapcHP3uEAXQulggJyt84fQ3rNKy1JuLBi4LJA7osFsJsNjHYP2U99AQJz67EnOTLwbRUoV437hgPdYseEaOlD9I+T58LezS4j+5RJqLQOadx/9+q20FLfk9H0UKn6FDmqucdJ6Xva2tb8cVefcQRH9Pfg3PqNGezkg2DzomWBE5T6ucCnAQ+Pz/rX5TzPXLml5QaWptjLkSawbv8Lpmq946oo1F3CGA2+9Doq6Z9aLSH7wHXLOB0Zi833g0P+jFTVGx0p9NTP/BvTC+H85bbBXPNR6OVKE3Oq626WhlDTksYpdGQXNw2Alf1SRwDOKcaH7aXBUAAAQAASURBVCQ5zElPd6TwfeYalXQTga2rwCv/DIDbXiQqq4DdWBDQpriA1HPVlKhTMBhHC/ZTUkKGumwm31XrdUfWuuyxq8uumaxHQzAkY9ctqEUJrXOLUggTvUyUx6X22s6CZj6XTbmm/pZNwlzCbTYKRNlFbnmgeP+r6nwx662qrl0pycD2rJJFQ2gVfw+ezJJztgoxtjcvbQsUBAJ1i/d/t+dVbDEXdJN1+VOjyvb5AvO5Bgu7wmxCHTbhSoJGgFS97TEyiredgSpioYRzLGD8KVstMGqC5OyqSOgHbYaEeoc3N+NKlqOeUBKYwxSCb7yqg4KGE4ZNVkxCKAqhXvkew4BOhSqZ7qbTJu+UJwxXYYCqtUmjqKKIm/wKS/8KAL75PriHB0XJOM8hVs6Ab9wjSmngDrB/CtNmAACurulDTKN7ifEqjFR5TqhUNeZrVSgK14SojZKDu9FX7Rsy7cOq20FIHTKSon622FXIyirrQljExResmQNk/fk+NM9f17VxlfQ6N6a89KUvTb//+7/P6QIiwdCm293udvz7U5/6FP++y13u0rzune98Z3PsXuS0005jbz+FRlFuWEl11PohoTywlM4gKhRABb3+6I/+KD3ucY/bc5vWciMJrgmyhnk2qXf8idBhrMfSWg4gV1MXGkwJ4/+P4h1SvgZCyYu5PECO5CAaiNfFTpsgZDSMGMD82diO8pvzcJrrw5rew7JaOi5dq0S9TQWZ7Fpa5zV0kQ8hyDvZAia8WRmUHfANgY1qj43AmwHwvQUs9Fi+JOQM3t5NG0dyXsxqz/O6sAe3EfAony0JZBWnoHQB9kmTexNASnUOSp5iihaBMPK4f5OOZoAaLAqKYL2JDpuc/hwV2ZKyX9vIG0hnsFdBxzn+FrBQiUX5HWV7TAg+rlbCHMtPwEGeyy2dACRHCNn3QEO75d6l6LS2Ce3v0sZKn6D55tP8+cg7CV/nhpS54R1U9Ega6QJsSjToC0Zu4bxGx0eVBzjIVYwRTX4c3XywuV0bqUpMe4HY0LPb58RHKDinWK4DUghshcnK65gnVJTjSef2eIJJh6PMYHDahevbNC/MXPbjJceCE8RED/jx5HnQwRiOIVnrsmOyZrIebRHDGxcpXLwJXQHlhQoNGsXUCwKQrYVJ8jAK25XBnSBU2wGNAuB4phIt+vpZlPdmj1IxWb3Hzi/I8H9emEDRGk9qTYppThxuG4NhrcI4dkCsMiABDIbNisGEMqahd9srnSXUIQO28wwybWcwHradkdc32NwwjEzOE5C1KHDYD690y3VNNURfUCIAWbUqqw9FqXKH+hArp5iavkwFkCpCmSs8JUzwMIR5TrdUsHS6pjKj+b0OjJDevBRlWBjEzvOp/ULjJgTJ4vyy3X7MgYsFlFOQOAJkG/fMYzzTBlqftN9gNGEo3RyICAoSGiO8FiDAyPMCQjcXBWyk+0cFlUQx8oqpByllLXbsypaySfN5GbFEPIBRWCG8Q8i67cIvTfoU+r+kM4jGi8ca2QtORMGktb63t8h1sf0NBrllnJaxNreE40fSgGgKFlBM/dhDG3M43EB15CLLffuYVz+fckT15AUveAH//uqv/up0q1vdiv9PRbJIzjzzzOZ54l2nMKj9CIGrL3zhC9MP/dAPpT/8wz/kwlWUr+rTn/50OnLkSDrnnHPS3e52N2bOUpgVef69UJ5YSnVAoDBVTl7LcSoASKlDLypcIjoR5WTdDsJJSzGRkIkaiQBLLrIg3Id8bns4PIezb6QFpTCIHMWBM8aCIDaqAds/scoyCUCvriwn2SeKow6cbqxO0nj69RubF61x9BzY+F/UZEef87K3/wtgUPLommMGohFkPxFdtuXQCiM28F7c3kDfn83T6vTYcm4uItwo4CS2Dzq+Rb+UuSbzmL+LCQNhSqxIaBowoOJy3UaCUS4jDuwCrkUAWRUhhcAUPl/DKC3vZ0AK6OZWRuBNruPnEOdObRdRVeIDp8OAyvXBOGSdrzgc1LESpLKK/ka7onOP0um8kIiOHenbJT2FtIuFHU27aSnRn720WcG4Gbuq0nXLWJY1R8VH1Pm+oW7v++wisHROqZO+OKJkLdN1PtvehF1ol/h8WIcKmK3z2YGQlbSK3Ja2qfOA00u44SzXrfJkwzxsMr2LLmoKHeM6oMfohdRhVZF2ovmEbGCfSrCqoyKOkkw82V0BZF3rsseuLrsGWfcj0cKBhqUHS/zLx3kwS3X3wHOEilszRIWNWX9tXOgyuKeLjwHIlpV3mxZFYrIujjS8VXyu86Tz36UREYuhAJVs0Ed5E7GtGzMbJpzLQKuJ3sXrLqbclptBQneQiGXsNy31mJViAa0FUKvFGjCR2gmVBLUyrc0fc1TYV/h8YTM3hgD0m9knHGY1TaINnS8xGKWe9SDfDeWxqllsMcBXPa9yDT2nYdQNCTLsyvV83qipaE597pSrVDbwamcvyj7Oz0HgXNqHjgNz7ZKXJ2DKhm2B/lbMbvTCt5RsXW8ahoAPdUEGbQvQam1I7r3gdQNZHnOOE1zbAqPQG1/yzO166vsDTh8z5jMGJyrZ6A1P7nMEVBW0d4ymwuKf/o6cFfY9CtuK89t/5h0s8rt4/5sGnkQ6VCyMRZzGxY9bi0U8wGbV9ZSt+oAhK+8ws/EHHFIgO0chXcD29jYnxD906JB+TP/Hv0eEEu4/61nPSm94wxu4j7/0S79UHRPlcB35bkSe85zncF8e/OAHp0c+8pHMTP2BH/gB/llVCAzuAcJrOQYlKmxTpWKRHM+bgS5bcrJiuGxLPAlB2xCHrkr78i8XISJrYmPd3j2wSOm6I/V1RxwxnfVpAoeC78D5u2FIFrE+FRX2rAR1NQD/WAdG3c6BCRr263VraQeyX320UQj0lrHfWSE1UicljEoA5k26G+bhZOptfb6kvtouQF0FYACw2gKCXdQQMVnxnZhCti2QnYktYBvJnkph8lGxpzkJ1TvU62019emgAdLAMtiDudBqCRHvnWvyqUIYueRg9qmIhEQD9QVMiifNyUqPH/Wz4H5y26KntGoEVPnzk0thYNKMNKJ3+LzNUOfCY6r6BpHTwrfPHc/fNcgseky5n+mzpiGENQXvI2u0rJein6Guy8PTeOLwnhngsu6E/kYW9VRjIOi/EJoQN+hIHtdAB5X+Se0QAaFhf/K4SWXr+b5E65k4y/ycG7HX6b2SegfkgOTPbN+qVBIOPwjtPSdrXfbY1WXXNIOjLExHl/ws4m0Tho1nadF3xftln0rAXEVATm8GycLxxQSWnxEMcfIbLbzUywNx1e5+IR7J69PwooP3vxWiIOw09cYiGIIL4KCykvMiFYAxYLJWnsOo3fIdL+DOa8ifOxZbSzQtQhmHEtIwC6yWUJaRUHsjsrCHOXcmVgkr7tul+qRnevr55vM/YohVkMdKw80ALK/miGcTItNxPyFM/tqcLmBRKTQZzOxcIzJAojQAjXej9XwrAMzds1ldcjGf66j1nu56J8UcyKWedlBaOhv+xFQMQinlGL/WSUh7VLU0X7QOb8N74H1FoTTKZh2y1PZqe6MFwv98XlyZO53noO2N0g6498Ck1JD2+pQvJa9zZrSW96MBxPNlOBdaea+dY0vDR+Wd6DmhkImCn8t8QuUQwH6bngaeUSMEtykCFMh1ojQ23sC5kRiUb3/729N5552nyhj9/PRP//RK16DcUVSxlJLrk7f8t37rtzhZ/40plMLgxS9+cfrTP/3TG/W+azlGBdaWDAaIUzFwhsn6sL2ddYlGmp+QkR8IMmarEHi5houGKhe26wRtBwSysoHe2F/ESYMM2yh1AN5bWI6l4Ioeg+t30b/YHqDTsc+tNbu1BmOUBgFWPd2jVSQFASUp4sqMKdduLy19U87BgomzDtKBNb8Faon4Pc8TBghkDesLWDCqchKLLitpn+i/Ww2ix1w/gdyAIGbYnurc4DNN6wakGK/TSERdVN8DjlfA3etrjegQPde/7ygyhmgjiT3nxtWA3ZqT1RWaKm1qkjUEvPPsWCGueLvZ6IPTexAWvpK5hGm/HHAnbdGxBraoAuvsiOlFB03jQQxMsVV1DAQ7kGPoa3XswDoS2aTqjILxLA6ySCdjUo2sUZFdQM+CCUYQDVmtkcvGc/LEKWd/FRu1abMImxeftScNlLR2Sl7Cca90+qAIG/RH3y8EjGUtl/5Im9XhgozkRXBtyH2Ldl9xNlZRCyV9X0Vm+xzLWpf93MiaybofiTZKQ7XPm9duJydrVg6yUmnCQz0Q6Y3WkTZ5RmLkyZbfuqEWoCxSBBtsM+MtEsUiUM6kWACH7ka0/V4eKxzDUfCNrkUkBhpfqQYrl565hhSM0Zw3he21AZtVaAB4Ba8YJhsaDlM2g+q8QPnZq/gQus5x2fufwf60teUAvc3Yw1eUpshLyIqAE1N0SA+ucyrtesWFxq6VFgLSO/S9k8VYUwWs3vCb56ti6tqL+d/CXJUDxoacFnh5FQw14HpsWBjnirmMYy2yQtBvlhqiCuJ10hW0BBXY6DtsKxoPA/m1jDEgc8ozeH2XBEjEECuvpMn/8RnTR7Q+twxDNNrFwVT6YpQ4yWFZOUooJQsotJudon/4mSjG/OynHGDKQkHFVhXiFlsDQqwoB3LEOAjAZR13b1wbpmwQYYHXj3I7+v6jYrrbUNLRoOVUEONr59EoFkCVSCnvqGeyjsrLXvYyZrBeccUV6eyzz+a/qZrpjS2U0/XjH/+4yQm7lpuYeL0OwVIPlqDQkkdkASn8IilWIA8hh5YWHbarefGaVvZlE+brCp6ArmTWLdU9s25A+ogW58TbmAIuDpQRnb0B6PH5dF0JX44kWE+n/VqM+p3VnE28HzXAG8ghG4oBsrCIq88HCLq+zxUYhlMHuViXO7XOVul/jaifJvg4w6TjnKyFtBIQOjWSDJnAGiUxRZpMz72RLgCZeS6yj3XVA2BjCOBGx+O7BAy+oZRnETgDOjXrFqIXNNJMhP+XPst88naek1YUicxLfEai7/AYYjo87+iXc9j2m+zU0AaSqLKiK+k7LMVNfWokBJF3jzSYrjgWDgjGfLGR/VItKs6Rg46gFiuc+w5j5NeyyEbe3o7TSxhny2Ztg8o1yvzJdpnTv6jNR7ZtwWsPsvuIVnmvqChZIJpL1gO8EZGrlSZFAmWZyey+F+C8kd+3yoMbieqydjyUxevXv4D0Vs3ZIKVYjiyIm6DXZl0WczHMrxFrXfbY1WXXTNZ9jV6U9xJe1A4IIsVeWDnF6ovlvCo0oxU+Sh4VUbCKaPEVOQ+VKzxX22zfek74Pl1sbhTmlQVWuCGPVWRYo/IgyaHFM8RjOANetVhwzGQl4KpxXgHDq0qjrn26UUSKqTahM1ZloZZQl6kgT2OjH7lmTyQPab5I+1q8gTVyg0WheJ5hKiwRvkFZUaLnNAiQmzxHqOjPbTTsZXVKilFMIYQlemdb0mJpyDj4sDrwtPaeXQ79a4WFF8eAywlnQ8ZmchyZmzXGRL+Ox9asI3qwe3cRUBxxErgCEARkMota2iZKRi//tO9T9L386ZUkcRiE873DAoqeZ8DqClOhRM30jO4yR+X/mk/WGaTqTY8vav7MgAe8E8gIVY97ubcvJINSCseExayMM64dHaARFwrINphljX5p+oxoLyv3NoD4gGK6u7tIy3380PlbW1vpjDPOMD8jICsVqHrEIx6RnvrUpzLASmFN73vf+0KA9ZRTTuHflEeqJYcPH+bfp556atqLSHGq97znPekjH/nInq6xlhOVMCAOJAuWaIGf8m7SWr7YHnivi2NnyJk8Grmjx096HOtakhOy6lvsnDMs2zBsn9Y8DIcNHEwQtVSF5Ptjo+sH91ammwBq3ukN9677WpzCTv/ntRoLnga6iBYEmj6w+x2C3z2QIfrbSysCxu+vEv0S5fMXJmsL5FXHLjhF5Xu4Julmy80gh2hk8/kCpKIDlpzorOt7R+ucnoT9dVLZdfwhEUBm5hYCW6hHCBsvtKEaoCR+Lo7eoLAsp8yImKzYD/rIz8EAxLJAmvvcHOPnJzIMsSATpGhSvVLYkIWl7s+H+1TpAjjtmsyvEbJFsUtR9xNbWp4VpjvDtH8I0FIyhIB9asaT7+dzZWNbGk3UMc91Wpo2jSFqlRyzQYo228ZxB3cY+Sdpt0pfl1vALtUTveOwYQPzmE7Hh0VphZBgQGq7puqz83MSHTPalSAqq/RVbaKgD5GsddljV5ddg6xHQXDhmQpGQREOZYe5Ba+AW11WpXhNOp6aqh24oaEHyf+GtmiIliqm0Q38dR01HlhcRqFQAzsAjM3/IfxKFNnSvhya2wA7eqBvydVnvP/SznDh9ikXZMyKx0wUBmWCbcy3QZRcZAqjguPGqXPBxue15y5vjvBhA0RlgJ8UU0k6j+E+PsTBXA4MB2iXAej1PkHfsBgGjBVupprHqfd+jG7UBKR7JVDv2TmPN0LXfgR74J0zIYeta42mC5gD7INzOeyn4SFuOgMiQzLKjSznRUaGv0dRNEIjwudk1eq5g/nKkE1vmE7FeeEVX6neGrF/PCjplR40upAFjw4DXI/VMWCBR+tAkzXEpqmoFTZr8DMogY4Z6atf86dGNpnIJhcX7iktbSBibPuUGahkCwPWOyj0XjNqR5lnk6OF9sqyTyKwL9eU/g8WvPp8y8c+9jFOtv/GN76RUw285jWv4TD929zmNuHxUgDroosual7z4osvNseuKo9//OPTF37hF3Ju2O/5nu/hnFZruQmJOJExWgNYflPqq8Y6wz87OSqmOqYGKIz4CKkSwYJOnCl0d1Hvy2b9tZfepVg9vx5H0gtTjqKyFoU96dcjaYcwyQSABgKB0R8G2Fy2sI6rozDqrHL7i1lbESRddR2NdLvq3vNmZgj0RsUW/edyfdobSc+ndSsCnBq6rHF26r6cgZAYNAyYcq2/tYBbPUdmdcUgIq5c3PzW6xQiS9OWdOkS9OMo9dWg8DupdmygN0o7fcFdw2QFexLHDu1LjMQsOpANr590pMoBLekIoM3Td515CQCrprkz4C1E3aFjBO0AXass2cU/c2VM+3QBeAynmXO6uIDIfG7AevVzET6vjpN5EQB/VXoX0c/QBpoh6ph5ai7ecBaZdxHyvXo7DNmtQjrrpmnoFBmP2gd9UOzC/z/qC95P5q0cVpE13LuOTNbI2XAMyVqXnZc1yLoPCZUxBFx7yocAm5IzNDL4zQeNDUxByUaeTLcxtNqCQh7cCOQJwS70CpbFXzd6dw2Txwo32rIQSTV7pdPLQuaV8FWUwFKRtZR0bfbZn5NvD2PHIGtWnLtephZrFDxsEsIsoR6GpXi0pKf8ItusFPKSMTbpJdBQMOcD+GQ2RmD8unsZBltHGPRFB0VPYJ5VDD13Lw4xkuTxxgvfAVnLO6cKCFy/5YWsHQeNjZeZqvCM/BiLgu77KpeIFEpzQCM/5cw8C8PLo/ync6yUhvFQGQFgyBuDr3GdOaZkJRF7GRTPMG8oti24F39lWF0dBqz0r1WVW8SHJjbAdxNWJwIpA/Q46kthoCr4gHNK1h56LzjnVF8xDdcnbzxGYKyIZwSNpnwp/Zv2hAbjjhVTqKQ8IBRYut+fVeWqq67ihPwf/vCHGWilaqdz6QHuec978u+//uu/bh7zzne+0xy7qhBb9nWvex2DtFSF9WEPexhXVV3LTViElQUVyuNoGNFlc17kqR5BzDhkGX1Pm+tJsJ6XNRXbyOmLPMPPRJ7E15mcfwGTEJms0f4tup4AmcKQ0v1gRV0PQ00Le6u533U+N5W++YK5inWUTqxKcSPio4VctNSodCPfenaTSTdkiRyck7sUYCs3se1k1RKcCE6qoplFh7aRPOaEoOngGC1M1qOeH1xtrnruNnOyyjER61nSMM3p2w1niRRX89GCu/IZOpoRmCt9YLYr5oWXMWxExGXwG+7jQUC8jteT0ZncSqtWQDFkLUb5YY0uK84gjNKacz7IeDQjkyDXp9hQnlWLp2IEWCtVAfbF2TRdB4esZXIf007nqJBrY9uCiIFV0uKZ1BvVl2UeRbo+jlc0/2XvIuca2j5IjMP8q6UvytJFiewHHI+yn0jqA42gLcda0Ho1wsBalz12ddl1Ttb9SPTCs9Liqk1H4Stl46GNHJNlW2O65LXzmwhKtECr18oxhzBMFhVTDtmFzcEZ/BVw6jdbbEMDiBXF1OSx8koK57HKG1W14EXgT9VvxxgryfAZFF1hQc/3tCFWnINLxq+wLDaoU0Yxp3xPjevxGO0UZp1NKTHcp0ii3FYSriGsDBk/fy06roRXcdqK6tq1AaFMyaBdG0tSgKI21nO/ztm1iBmeApDPCZ02w/5kpTl4XxZzimlRmKpm8DxwANSg8sBpLKI5rYpMee9wnGgeQ6EJfpcGwCpTHbQ1Rrjhi2IKf2sF457BIAoNshhtQ6YiV2LUYA7Tfify7zlDwDkAJsU0aI9fC6vwd5dHrWJzgmMLGWByfLlH9Yx43gQpYnx/C1NKjyr90PmFhWjkuq32l7bwOiwOJ3nObLjMeP+jdnrj3BSeChir0VzvGduodMoPj3WjjdLOQaM2D9feWQLd3FoN+amf+qn0oQ99KN3nPvdJf/Znf5ZOP/302XO+8Ru/Mb3oRS9Kb3rTm9IHPvCB9EVf9EXm+3/6p39Kb37zm/n/3/zN37znogckv/qrv5qe/exnp7/6q79Kd7/73dOXf/mXp/vd737pjne8I6dCOHDgQPc6T3jCE/Z0/7V8fiXcsyrHX8OJIrpFSX01+1pIfnq+cf2uRvmrjZMa8/NHhU20UxkomxywDRCBr4MAD9wH+67nFh2OI5s2Y+BU2FUahTWlXjK5bk2l7RKF1NrTGUAk4KqhM0RECtZJXWVy7i8AvqsypeCZsV5UFcGJbICWIxLsEA+QmPNhL3BpK6Q/OSery2fo7+NTEcmcZjAemNuaLsDZQlK4VmpulHvbHIplbOkziaJpsbujsR/YV/K4273YhOW7tmikmMmzvGjrtjNSsxinAkH2wMY6Iv3gnMkOGMXf2tYSvQPkFOOg1/vZ8+voNQQoO3MNANYQ0PaAnbTHAJ39SDvNW6uZRfJ6o4BzldIi0LVAF7Q5Bxw5RNqH98frmSXX6VGl4KodIpuP2mAESOzyY+kFQWxpX+DcUiIMvsfavpz2ge8l0aaYWQkBe3G49dYZ917x+4GsZCZJYb9AD46ie33f52xVIUfMrYkga1322NVl1yDr0RbxXNLG01vEZYOgJP9SLABFNkWl25M3xW3WaGwvqQKgNEGSXDvAo/WywuKmYQnhcTHAYapI4vXMuWUPoAVbPLzYJlFu6TpHSt4S8SZ6JbYoDU1mLSqOwnDi8WiATRjO0BIBvlkp27EAOHrBIxAIlewSUq9AdksBwO/mQqkjUMF7EsPzMgjNQKsCFGC8YHoEaQcW+Vk4BU4KX/nQEuiLAfN9WBwWm4iUmEjkeCUVwrg640MULm1vadMiioyVvpYwrOqekmjfVEGeNlsG9luAIDBZW+xyZgT59qBEClzPkDHOgM58KsBXWEBA+h0p5ZXSvxEb085Dy2Mox3gwv8fE9e9xA1jLDHRQWnVuBQdXnvyaFSBt5iYU4DmP1fT8RdnMIZntOZB9NFJd1rcbFDsBGOSdRMUuihoQMBacZ8rwQg89jo9nKMGYVDmi/HfQJxGdPx6IHVnT0OhSo9fnsIV3TYpIFgfnKPaZ86ruASmVJqwI0FII/m/+5m/y/3/lV35lCGAloeJa97rXvTiR/6Mf/WgutHWPe9yDvyMm7GMe8xgO87/3ve+dvvqrv3oPPUnpgQ98oHl/pZAI5bWinxGhc9Yg6wkgkdMEK7KbYyfHVDa0i/MIHfWoyxbHbxSJQZ8v0Vm12OqE9wdOqdwIw9gPixf1ruN17CAMN4NCgUEO19zdsukCPGFgtgCYtA3P5TzutMb5vaofCaWgtPj9pN3CXsS12euxkvoFr4Vjg/qed/T7Nd4U0mqxCOvPvQMg6qsCnz5s2YPxvfUeHbRkgmw6ByxfJwD/vA4vxyijNjgHdYSeSNoM7APfA0GdYo/QoS3CQEBsmRwVhXUaETHQrouA+tJPBsEMaOcYx24e6fncbEivwbpQANznBtvx1esI+BWQaXz4eJn7dI9Fy/muNTNQ55L6INMzlSLIRtD2jJw6BIZD4ecMDHaAYG03OHYA4Bb7RApVid6sfa5sSumLXZ8VkG3Yklz0ueireB6LjEOTwAH5uz1pwDlEbJEqSd2Xo32r9RbJZGLjOUaqtWPEERGA/j7NHc55sRvxmpF97ecsrv2oW83pnKLPHhrXL9e67LGry65B1v1IBHJ4Q9DnoxFRQLIoTvhVA7AQg9zcMlBIbBL2gRe1bIJyXlQh3ggqzf4eLpeXtl82FNwk0XNFUryUC+/9Z6W5AyL1ADkpMIYKAN6zGgrHkpBNi25NijMzP6X4wPgiyCxebiuMg6/66diDrmGxVzgSTO4u1w7OUxCINjpfMVL6L/euOgQh3tqHBkDfUDZM+XH1tO8B9CDdSryDHaAxLLzGIKu7p2ymgfe1AuN9mNUIi66EVWbFFN51TBuCXvHIeYFe00jKfJH0DwrmhmBZAO6z8hbkcQpC1Y3h5Y+v+g5z0adECGQ2dxm22a2r+fNi9FZtmk/RoWlMwvMDwDdwHJi24N/kXPPMT3UYQEioV2rR2SPrrOvzVBzBGXmag2+q8q2pAjZmnEQBayM0fsWYAiBXZcAjb47FHNzLGXAC80Wucp8bUd797nenyy+/nP//jGc8Ixt5HXnrW9+azjrrLD7u93//99ODHvQgDnuilACSv/XCCy/k8Tn//PPTq171qpVC8LyE4MU+QOi1HEcS6RsVA61Oe8LrsxIGikPbsaqqd5bPAQO743DRvcWDb5i3HPd0cOIxYaD3OgQ6perYohM1dHcpXsq6O7K4BLRERxfpNEKWcGAEgyOt6CcRAQ7KWl8xWT0I1nFkyTK/IaCW6psBkDqSJ93bKqO51SMZ0ak5mscNmDgheawhXYALIWdHY5nDU5guzFcEIEWXbYDo9v4uykXsEQF8RwkDcnrvWADEUSfJZJTG/u1TLLTmy16kzEt2tobRS+V9adlb7LAHgK+AVwTqVaAv6z5BdXnpC+lUTr9nJ0ur7kVUF0OOkXtFIeiFuGRsFRlTJBGMjqs/TEA8Z0cbm26vRVdbxAxJaeLaoWn2UMf1uh8/J+fcQNspAm99VFZJ56HiCTia/9b1vzzjXFA6p93apfIiphuurdiGSAwzFRirsD7ldAGNGh/QL7EhjP2F+WWjnNpojx/tVCNHSda67LisQdaj7fEf8VIL+Cph0xGwFCX9lmP9ZyIY9kLii89IqCWcz0qfY5Y2maylf7lZdtNRwM6AboVZVLz/4omrGF6k9PACtmkWIvZKyZh6duqM6DMgMCvKbzIHsFSh9cLcpMT61K+tiSVsQI5G+gbcpCjCbGuRNo50gI2oT5ESE7BGs6EAwG7zgjlvIymeEzsVNpLiDZ1yPZb+NkKf9BlHm9qIwkHHcuEMmasd4wuME6087scDjxcmqwkXWsQga9WvUsVyROGX6/aeKSvgUBCPr+XmQmQomLa5ivBybKTMisIjoTIRI7BKkxErpt4z7O+jwHQ0LmJ4QFheNs6nvlcMSBRhBxeg0Bgvrdy3zACYWKGm0AOERbGRUN6H6N5TiL5VrCfGqQtRlPfIAeRTmB0oW+iEmW5ox7AoqplhwZZLPTbybL0BLffHe6oCWQyRZczKqnIrtrz1/n5yDx0Px2jtMLoqI5OdEhHLBt4zeackwmBAltm827OsGmSJeaHe9773zR6/AyyPu93tbunv//7v08/93M+lN7zhDVxwgOSud71reuQjH5me85znpFvc4hZpr/ITP/ETez53LSeA4LpUhNg00/eTzmqEq5pPa9wGOaFFmixUWgt6+2OQ888f0gKI3P7mddkKIChrMhZeYoAtujfqOaIPyp6xmNZI3hNkb0bCgOwHrT1a7xEvYJmtX4OitjMdfQH3DXGiuvB54+TVDz0ZAHRZIS/09OloTW6wIodyzYoe4MEzATWjfKugy4Z3KM9FIz/Y/ogKX9V6fbWHiXOwMPCWJfLHRucE+UL5pHprN30M9GmMJKtICqT3ou2E7FpxvqM9hsdG98c+Fp2S1wnOeuFyd8qhMqaeXMMfQpi3uxfPVj/NmVnq7EA/t6V9sk4Iq7yMh7lWq58aBZojSDU/KwG5NJm9DSsC64swcjnqsqeTOBuAHCDRFDDpzmCtsdeCEHq8dvm/sDBrgB6cN762jDji3TtudOLZtHYNB4pEaPkUH+6akjsa+2tqEBQ9NjNZHXlH1pZo/sl6gakzBCcpgL3aD1irhB0w5fYYGWnwmGzbKGlOSBBCCIqEyW7xe96TtS577Oqya5B1PxJtdBg+KRtcJMZr6tiuxZOnh5LiJ+ELopyG1SclRAk2H2Y9OUCn1RbM/dILpfHGsyxkuFFX52PiblE2Uxg+woqCAFu0ybmKoRqu2/N6a/5UZDh10GMMv8VQ/uIhZpBuazNtXNdn3zWfN3i9pAAT/zXnuY+YAe7ZV4qpeoQdAF+FnJdnhgBGBIwE/WVlVM4FEE8LS8kzisJppN+YxqrcV3OVdsagShXBIecTaFMOmn6LN5HAbXVWTDdfHK4NR/bMynjQ7RWcsqHrGoKN4V8RIOfHgMH/xjsp15T+eAAWFLhKXN+0D3rpAVjJzx1UvvgdDs5xCflbjqYmW65pNFoFqTo/KFJXDsy/kCERsbOMoeaMf59jyoTAuZQnBWAeKuikhlxgJJi8uGCE6Tu9mFKuSD+FTaxMVTCcDNO1FKjAYdI1OX7HxckVSk8BjCIuRpn/kLogFxgjhpx9djZXsQtXG/T+7+zS/pxutHQBT3nKU/hnr0Ig6i/+4i/yz9GW5z73uUf9mms5TkVDi+fBTuNIIhHygDkmcMZhIaZWMxDI8DpmAJTyb3IaY9vD7dUxruyFMojScqAyMaEAHpvBviL7jhjiqHtHe9AA81Oj01CX9cY8iujkUc7vXeinMKZWiMgy7dpFFulOty/6fKI9EnW2FutMP4Iip35OHV6mJeUFFmebXr6RQ1OEdX6/vxdyay9XOdzb9EVAGgF9FysAbCWNUMUK5N9gEwpwI3q0d4ZC3xmcB9A/nEN7EWAHZ8dD4KjdDexTOF+3UOmP/LCOM7Ej5TthLaogE5scHajrllzzDJJF7cdni/ax6HOS/5Xt0NrWN/Yr2tBz+ofTdZsFlLw9zUAi6NisJ8lF3DNtpfXiYxxJi4FJ+ajhGFcnlKRChD6IntkilqAzwZNcYD03uqmz97lOC9geyHLO6bYKcEy2u0fmcX2R9XcEC+A2TukllEAihAc/1/1+0XD4ZMJA+/YmOnKtyx73uuyxyUU+XsQrmCQDHghWNLw3pToINlF9sS0z1QNaRqIcJhhilRuSfyu7LCsEzIIsns6qWUZxs55kXfj8MaXwFW4SxmMuG5x4HCUHiwALo/mLsE1qpAMoikBNx7qOKpirUi3Ami/ugywPPA9DwOFaEyOtZl/sSfmB/DXy3M0m0Jhj+dkXBRk3H/Eus8I3baAmQXm57gSQird1pv2t75mN1ilyVilwE4jEXnyZM8E7pgULSOFy1/FMVpMGowKw3d9R7tXAm+/PIUOA3wmj6FlALN9vygNVAYyuLc33gxPXl3ffpzfAfkg4oigWCKDjtapzHRgpxlLUHgHNynrjwfJZENizM6N2yfjzPJKQMcdIaShAlQCjYWqDvGvBWu9YAK21xuRHlc9gPchMKTvWef4SMwLWHjMeU+6qXQ+2+2cva6tW622AHiUUcsixhYo+7B9VNdsZ0erd5rOZ4ocMxBLDBIzJtaxlLWPi3ysX1t4KCbcFS1wkU1WUBvYFAN1UWtEIXvz6K+u/OjyndUjXtECfbYF1UXSQB+BYnyj7qh4n+1cJW2XhQkyUrqoBsq5iZyC7K9DtuvqxGWcggBT9DVMWdXWXSpcte0fw3MOCj0VW3RMqJ7OxYwqII+ODaXNERM9q9a1iX7rCQDJffHujeSW6VuNZm/EO5rwW+fGOBAMC1oQI1idbVcmj1F+kX+C+H+TVNE7+SEq6MUkXkHOE+nUAgNAGi3vKIWqBLP0M+hHWSXDM9ik3qUtR5+zhKo2cRFUq2BvkMBWbFvMWy7Wpr5pfNgDgQUz9CK/L+mmhBUuLg8o8J1l/YW2AuWLu0yrMGzgD1BFG7ZH6HPaA6Vw/dyS9k0R7tZwVCL66OYN9zIQU1MFBf5ePS/SmWfPNvWbmMh5XztdUYcLSLs8+Pwv3/vfGFd/3uTZA6sb9pH9ay7EhaybrfsQvvCTCJIKiSBMTrbHZmGqjQQJq+Ts0gjf6VcLl3KjiZrmf5CmaQhAcAyBSvHw4sW7ijfyfpaiWhgcgYxE8Uhn4y/FarfCFsYUSlK6I7eY9+H4BNgaCgDVFkZdze0ymyFtf7kdVS1sFGXI40/jCGjLEpJCOfNzxhgkwPlWUhHwykNger52/rD/L4AiMc6C0Ybt3/TXIW8na7WpGCG3ApmAWfoeeXdnsjDc1pQUVWrMn2b8jQ4v759guYqAFQJQJGSpzSJO5+2sTTi7FhuT6QeErDEHpveeqLAnLphUyN51g+sWs61YRh7qjpX0TwGaeJgH63vFAY9EC70wYpQD+hXmSO2OP00YvbYhVZOB6RWbEuRGBvNHzbjip8mnAZIb3la8ijFSNXihGA+4BOOdEIYOQXQHV7RgH6QLACNmlL3CKeSNeGP5mn4M1Vj4zhh8o+NHYRu95ZJjKmmsK8TjnBKw1o4rpjV0s4HiTCy64IL35zW9O73//+zn36zd90zelJz7xienw4cPpLW95S/rar/3adOqpp36+m7mWoyGwZw85UowT0OmyZU3Sq1TAlN0jrKMtiIbqFWPUPzcaDrAgpDY6D5xOuMZVkTgKtkHYMq6B0o0tWCcRwCg1AtrtCELrNcpqLCpL8217IJLbA39LBIQ8Q3Q8dtId6XNg4oSvnL0P5xZGbvh2owT7AAM5kg8Y9QO8jvQPnaBFF+ECpiY8mQrUFr0RiruimBRb0b0wJyu01R7qnRvwjHID0walJvP3CcBejQBEofGkSEB8Pzp6y2jqMtVzZfwYBIuIEPLbkQfgOgpqKmtwIrR4UlEOCU9p4dIitJjxck5ums2vWhWHwmKaBFqLHlXe8zzvIZ0CgoBiw46kC6zsNWywK5LnST/oLIjsHelba81Ddqq0lf/faS8SghywL+2btylq4kUYfQbFY63dMNnrmeld5vES0gVInmyTF3ciSPjUVzpWEHkhjhTFJhjwdvuCt/EAlMd1XPVy32+uIVL6F+m63N9y7iDhaq3LHru67Bpk3Y+4xTAUD7CSqLevhFCEHnXLAlLWKhqu1SJlN0gGRwAMRKCFT4/YUPxFv9tNpRmNbdlwZAFihSyo9C3tps9EMRUAVrxHuFgNypSTlRLhFy9vCFJ7QA3CWmCB0yqQ2O4Z1pQxHsSzCp6xuXC5ulMzxHPcPDwDMfJQM6BN47NTj1vJfaQFF4L7GBZyq1jAqNKtimmDrRCF9HFbxDhIscIk1yk5dKLQoQ0PsspmXsaRWbIBgCOhaxMrkpQyUEgaoUN83nbx/mNIT3EI2ByzxSEjToDIWw1jGCp4Mh/wWfaei+SgwvPlHGBXVoaH3CdiAMv5ArBqftXG864U0Tlw1xsrEE6E64iuOfV5CvxTHibJ+bsx059yjQlUdRZyyzkFbZlSTEyfKYMA+6/Kf2MdEPaArn2wHkvFUgy35WvKO1FCtyIjd1Wnh1c48Vpemrl0nfNB8gn756WnQE5W2u8GjEXOY7V74+VkPV6ECm792I/9WHrXu95lPv+SL/kS/n399denRz3qUem0005L3/3d352e//znp1NOOeXz1Nq1fM6kYiICgClLk+hy8g6OOMNFl+3GTLp7BmuH6nToOBXQZ+56ucHlQi5lzAKuUbG3yIgvpxdWHa+pGMlVwpRZJCRf2tlw9OVx6eh3Sxcqj7op6gruu1qgz9Je0rtdjYSRIMfMUttj5FUvHya3IQCIScTZx+MMgDNdTvZOYlYGe2cmlARzkp3Z1uGmDvC5dAGtPU0JHq13YGFBHCkY2QD2tZ8IuHl9LyPrVfty7Y9J75C5PZuyw497ZH+UfnLu2QO1PWSyEAXgJP+5ARFDqG9F+oOwUqNiteb8AgBuwbvo+9R734odo7qjawuPm1++EISL7qcfWdB9Nuxc1lcZJ9MO99x1DSjLK6aakDQWASnH5I3WzwFn6PWjrHGhvca2i4vY89f3YKICqBAxIanVUB8FWyhHKsbRhxVrHJ0mkWPepUnIaSc20kLWCPlsw9vM7j5CbFB7sNyrQz4y5/HBY8Hma1322NVl1+kC9iPFGxx6Y1yOwq4EG6N5YcvmEhrXofHv2G3N9i8qdlmTah+1FTyQNtyoDp+WYgHKjtSFFLzKBWTlUGrMVwm5eUz/wi4BI4BzaTZCkJ2i22U/FYBY2QmlQE8YVhYpIw4glqJU0/eNfDbDAKW7XwmZ8En62Wtfgf0IEto5o8/KpH/oKPeaLgBZZg0PdiSysa6KfEQ5WR0DUsFtVBjK7wUV25rZlFVEWdHn3ZiLvVB0Gk8Gt4Hh4g1VUYbReLONnM/Xo+E0U5ECfOfCOR+lCMDbolfb3wfDw72io0pNMNfBg13dzyu3njEUGco458TDLUX+9Hz4f8tI1CJgyNTHQk+dZ9w1mKESNyrFvv0YvSDpSWgNQiVQ+iSMVnZOlTBWySvcebfkvciM1k4/fM4vLwC26DuC3n/PPA2vMa0j3sDjvOWNUEjND43zcGANIVNzuY+fGe7GcSmkkD70oQ9lpVQYKi1n1zXXXJNe9KIXpfve977pkksuudHbupajKAL06PtjHWB1mhx413H9jiKmGvmZe2x/I9Ha450/WuxvSq2j+o8uQXj+lKtdryf38E5iHw4uUVneeQfGsabFYsdW2dtZJ22AET1hR28BszjNUEdfxfYaxqfsv+VPzdFZ9jhks/Yc3AaMBQBGgIMeQIi/w+/aege2KUybhCCq2T/Lc8CCwGG/bHFHxm8zEokNqNqi7da2YEEosFu8vSDHVmlxgvToCsgCUOrBbZ8KTj7m6Ltir8haLmPUKk5afdZgXov9W9IUVaH3UcqRkFBkCzVJLlWfJoCbwkzWqa/GBonYxsJujPRlIYe0wNyi605MW0t8Uoe1OLeFCNELH5d2ddYABcT14JJaDFn5UcQoAnqGJOHeLySCOADQNUQLPvPzYIAWroVpTPy7L+Clkhka773otT66t3LYOQIAvosyJMCKVlIaiUvL0F1/ZU8QLITngNfFJezM2WHRHPM2BqYSabYB3rcoTUN0ylqXPWZ12TXIug8xHqgWKxS/w1xB3mtanQPGNIJDyITqKakIEDQUBV0kq3QGeeFCpbSXD1IBx8h4Vvp/WYQIJJD+y+Hi/dcxXFpFYs7zEwkq/ZqAvgN8R6Fr2nnwIgIYWYc7zDAzyvEERC4b6QKGinQF7Q4Bpx5wLN8L00LujYpEUUwtw9ABj6Lwl6q8YcjQTLv1bwZLB0BWYQVL28SQ4WfsFCdVfADcNvk1U9pwIKv3ZJr+eiUSf8v95Dk7b6wKAWKYLkD6g+AgMlYg95MaGujVjpLK+/5IDin0kraEFUyX41T62QJfjeHsijaJCFAGILIZtxbzw79rHiikeeOqqZp8vNyW4NyRnKz2RrVzBg11L6010c8N73Ap4HDl/Wdl1zIzfNoFE57kx7K8K3hPeSeaVWrLdbXqsq7dyGafyQPn+4jtjRgS0fsvoaCt68mzGVl71hLKC1/4Qv6hObW5uZme9KQnpVe84hXVceTpf/azn53OP/98Pvaf//mf02Mf+9j1qJ5ogumtQAzjzzvBAiCqdnzavKxwMTmxHA/sQjHI8XtzKjjk6y+H9akK+A1Bp/JLDHp1YE1FrjQdlDgVfd+8OACnar+ssz09BD5DG6N5TV+US7o3ko7LXwtl5Pzw+cdAmRGNxCm2FM6pXgEeHEOvAwXGt+RkbaX10lMRzIF7sa7F+62NEjPtwd/QliknK+qhZf6jXui72LM90T5FQoUDZ1d1AOS0Vhi2bfWOCjAOrq/5igUk4/ZO4eWYizbrKgEJHvNnSn+59oV9hjmfa2kD5oF115KCqUw0Me1yDndzHlxPpkS07njGue9PD/yemY/GdoHfhviAYfflu6Du6aQjRsQK7JsnVqldNOEUSs7w7cNxBfttWucK+AqOd26rzGM8p7yvhlxkwNaANBStFUh8KNEKYm/5lBPRWKsUe83iRJTSreOMKjbQlPJxDdEd77rs+gnuRxR86ORYEomAKr9xqge+ZttpAu5VQnNw04m+lsV8Z6cuBNMyVgWsxONAMTUhYxAGIIqDbnjklXdgizJFuVjAdG4/bLwhxds5MQNtn4QlGAoqrRI2RroDtQ8VsoYXMMxpBs80F76azu0pNsYzH9xL+lozjBvsuKiv3ivvFR4HBml7S5iQPmPCskuYTXX9lucfJDMNc1Go+IDGZi+OguJFRq+15C3NjL0yL/w1XH6nKXG9KFMxsGdAT8/27SmrPL9zuoAKFJR+QH8qIyBiYGqhvE5YDr7jAppF3n+vRMi5OCYtEedQ6zgE9EH8M5nAWqcgmdy1jUIgcn1UTNXIEgsZ2ttzShQlLVor6uIbgeIVCYLpZe3EoldqqFMhQFBCRfGPUpzoOsEMFTdWyjIKDFC6vhQG889A3pU5w0vTEljjbVKkB5w+Qf+nvydg3gAHnh0N78WIsbjc3dj3z4kiH/jAB9Lznvc8/v95552X3v3ud6eXvexl6QlPeEJ17NbWVvr5n/95Vkgf9KAH8Vi/7W1vS69//es/Dy1fy1GRAo7k1DrxvDa6HbJL8ZzIsePFO7vnnF3GidkAQEu+/Kn4qiicMZClTj3pQ2sd9/0RZ7KAD3KMjI0cj4WvQF9kJ+PKICbYCKLL4hhW+drRqC/6heiyEYANTNDQcdwC2Hkc3fga8HJFJyZftOPsE/H6dpBz3lyrpTeaa/q6D44w4J8BtrdiqIIjsjX/o/7xPtcAS8t1beFhVxwKmYYiUkdCwCouEOlSBplxCO7dZQA7Jqv0IzqXQKpItxcwW/UGR3AAUYd5BXAG+qMc3wj5b9oSCtDmlGlqB3mb3DMvxanuCpauDJT5tgKxQqILVd+LxsingfDtR8HIvGB8plQO2Z62YfWT/qX4AehthrEZAcc8zpBizds4mC5ACEAI4msaBbFXZX4Ue9Q5GFSXldQcOmDW4YKEDQGYFWhGoB8dAtH4OifL1JfBwtvS9oH9Yq3LHru67Bpk3adU3npUOOGF1+/ywSG13lwXQxRKLr4o3+Qs6CqeOAVxAtAPmUn8QZkZPr9kUEUT7+HHxLRRmamyqIMCIiFecg0GoEpFVvkewN3K0+5zakn/FFjoeP+nzrTH0IfnMLAoBbxsH+LzffqEunp2k/UYNgeAvdDDOOWS0flTPRP4HJVBUCo5zKYAjN1qh8BWlg0PGjvUJ90AwShpgeC+gFlOL+G9mm4DBNbeXPs0HEg9pxhaHiyZI84Jf3xJcWCUIWRioAEk70fEmB1ZC2QueC8pNskYrJCLDNcAViDr/huWY+TpnW6i72ScwsOxFV0fzHW8+LVRHDjSd1wP8gFjBoXMZ3Q4VMVVGsprT0roJ0sZa3UK4VxDxX5zIzt6CHyVZ28YBMBMQuWs5Hljx5JPt6DpFBrtdFEYTRZHUGjAGHEj70XL6SF9m1M2SaGV+TqkmC72/XOiyG/8xm+kHdp3NzbSK1/5ynSve91r9pwzzjgj/e7v/m46+eST+e/f+Z3fuRFaupbPtUhF8aGQcb8GoWMnYurnG0znriKd/U33q0aB11wbIAi9RCdeFH2BoKISBjw4afczTU3ETK68btkw3z2Aj7Jvl3QB3T0H9ebwWg4o8qDRaPuKvqcV5Y1N4/ZIbWOtl3WLI5r7wRhX13WOal+fAp2sUY0Bp38rkD63jzt9dAqjD8JTTWRHAa4ExBEdivVCD7QU/UBSOkh/fDvoGlX0i6svgf33DMXyHMP8lKKT++eHY442krbJDFTD1hWbBYoj+bbp5yX1E15G9P5A71xubaRlkJOVdS11Lsv4un4XFmN1XWVETqlJ8qWDedwi3Ph5g7awf4ZMSJLrSZ9xYCd7MEp9IA7psC+547E+J+szg80B61fmVheEl2MDRwfqh8UZgDiKeQdo3VM9GYBd/qCcItGKfn+B59J0YGh7XXoYngew1sv1AMS3dXMCjMFMv1KfprW3eqZ+452pm73WZY9VXfbEsRI+H9ICElrhjC2gpgMaTIwu96KX+4dAlCgTATupuof3tuiC1TgvAsAE1BPFGsNFNtpMVs9OEu8/V1VnRXLamHVxHDXWZeMoSkUYgop9iphy0k45zHuVEFgPr7sM2YFZqei0pSWjSigz41rXrxXMEIAVNmw5pnktADY1XYA5puQrGmFv9Lz/vXPk+k4xNY4PNH7mjDtlsrq56pRo/Q6Fxl7mSQjilfcD0zTI565P5YYWgI8AcXP/xmfUZW8MtwyIAs4bpdOzXjrnibc3bJPMNz8+vbagGEaPC31DRdkAAXAursMjMpOqoNV+nSeRw4mvg6GaJe8Tt1vA4SBdgCrLls0lBprOE3FG4b11zL3DB0DoxnNt5p8r7c3FACaHE4amdXNdR8q3FH5z98jvd9v47+VbWsu8kPee5Eu/9EvTwx72sOEhu+Utb8nH09gTY2Atx6ms4gQhcSxQv9d27+MdVyjBu99uAxIXYudPLs4UAFIt43VkvZf1FoGrpcvJKgxSZq429nZ336ZgpBLfq+10zNExbv1XUCggemhOVlcYsyUz5JDoec3uAfbg+WOMUxuAuRZIjOHb0eWCPVrBQX+e12URKDMMaLCDxL4Y0ddkrzOHNNIvBbrRrmMMmjRKXu/Cd7YDJrcjCacxNwxVtP88WCw6irEfC5hddEvJ7Vql9lIgK5h7onvivZRYARFW/hw+tgb/VP9yKQw4tD5a62AMh9fCYZ13kCiEfcFLV/0G5qg6WOA7vJbom96RIH3VQrZBQb9GoT5sh0kz1t0HapIXXwIPwzQtxsEvRdXcHuEjQLHfcg0sciXRxGJPRcfPFW6kvvZS4nkdfdV9eS3pWNNlt9bPZB8imwx7xNqbVBgK2yokwizJxqbRyykqnizfPjkcPKXynW7AxTBX7zD9irySVVgMVCyM6PcM5Gzle6lnuCifCIzx/UtCc7o5eSGQzbQK8IZe8SUoOzyuCJo5cCaqyp4bqiFnVKnSjK1X1L3C7y+li7EvfNUO0RsSagcqOXAfU2m8YtQG7Ye8mpK/qFn13SnsvOGiYoT5sQxQEyicsuER+EhMvZaAN3+aZ3QeKG+oJMs7yoqb23xlk/Z5jnBzVs+pzfkqIdpUgb5mVm90FdScRzZgshbATNIm9MJaELRXJby1Nnjv8IwhJcUFKvHM6arg2qQ0hUxiz9QcFccciCtE12lLFiUlieYcdZWnm8aDUc7g/1UorF2XzBrSe58lx6nLj2qMMn4Om6YSLT+XLclrXacMkHNNmg/nbPIg82SEaCfK7RwbQPuVxyGv3w2gXqMw7BhoPjRU7iPB9wzHDJVTEy7rAGQp3DMUYjV7WKedJ44C/PGPf5zn2td8zdesfO6d7nQn/n3xxRd/Dlq2lhtLvJOmYqxOB07HR2BllaMyv6ue8cdnDeg9uGZjuxDAIV0276uOyYpRWfWFtS3QsMrpw21EHgItq7uOMMBhPBMYMn3nQFZh28P9jQTrqRa/lOt5XQqOS60xpUfAxUHl74YTVGTGoSV5HPlyMgcEYN6jsytyTHqbg/UjsCFyXwKCRIk2Mzlb8Tsvjmxg9Ee+R11NPszP6MejscFU6ZD0vlOtisreUqCUJmBwTdqXDzjdWUBXSC3Bz68F/K767JDkIPq17w9KFEVV7NQNE54NwJumoCqh2pwuAK8ZvLdqw0AqAvl8RAeh+2wVwoRPieEZ7XhP/N1yMHjGudgXMh49JmvkXDFAY8sGEHAQ0yxN/emSkGj8mCbqWZ6wxrmiiQq+Qp+R9annwzuU7UfYe6J0DNLugDAgUVnm3UA9VPTPntIHexozpqXwVY+IoO9YeZ9lD3IRDmKjUT+5r+1WmHEbY7KuddljVZddg6xHQYwS2AzRCUAT/S72pijNP6q46D0kLfELg2F/TYCEWZe40FNJJI7nddo6J3lDgoWqKIv0+bLcX41wMaZLu00uMP6A2t8B4gQooIUS+lS3uxNqHTwnA4i1vJWtZ4w2igB+0fl6e2IGh1+563oQbkrOraH7rGkEAKsvloOfm1QRHVY0bLxsZ2xG3vk0JjtFAaTn7xUNp3Ty+NBeVqq0a6EBX1ESQnq1kIFTuDUXcDfEaiy8owqvjgTBQlGKI7Ae2mi+EyPXs4Ea76GAbrlIgQ91D+aqKAtRIYo5g6wVkhSdY9J8tLzKEzvAfIvPBJ0UAft4yhUGClbLcSDnyilOMazYoZEA2NsVOp9SckgfWdkGo1zmKjjecrVcckaV9wEVXGWVxg4gA+xqWwuovp299eFT8yyF6nt/TUwXIEyjFYJmqI1hJMjMQoKK+PaAYsoVWfcjJw7IeuTIES0EsKocPnyYfx88ePCot2stnx9pOlbhe/7Uv9dzTMdV9gi9ZlkPaIEKHGzZGK5DV7lSuwAwXm+OIg+kbUHeVwH3GFzUvXMKsc5tg/oCrNAG+eh5LQfdfRTUQgCQgeP22BnHOuptfA1gl3mGXMRIq9oRODhNM2ccl9DG6Q8H9s2MSc5H2dBn5Xv/XW+sGdzp2Cv4uQPEVASIL+Otc4THWI5p6Fqmc0HUFxYUjRicpQ/stD/k7CIkLDhnpGFiw1hUEpFc5L4KKIHOZK6Hp0D7sWiSXI/eYbRDgjVCbCcFibE90fFcKNQV0NJrNQB4YNFiUdBcWKtRgK+A+iyDKSaqVBSBQ8AQn7wu69vg74EEhJb9hvPKz/XC4Mx9ru9TMXb92s/PPpPQouJZubjyZkrbO7PRvWQT7ha7zADCeG9ej+v26Xqo7Z30y0qfNzZk7js/f7RrMf2a2toByI6s8eg+gVRYx+AesdZlj11ddp0u4GhJQ2GsitHIC+4XpMgbKuw0Ot2DQ/z0+gxas+m4kPmcEFwq95WCQ6wwlgV9I/AQ+1wluLF5QMrlQ6E8Q3pfPA7bJN2jjduHnyh4MDZlZUNX9tyc57LFLmCvr7RdPmuwkOcbVX4b7C8Lsnr3K16B7UioFEuYCHswoxxWMeBePeN8g5LT1IG5cWPys0cwrKUYVOdhQTLKIbQJ8yAXFFAGMbI/dnfT0nn/tRImKBEM/GK+ngr0j/qz7Hv/ha2t4wnMXAHF1IgLFAs0DOXvqDAIAuq+7VHzZG1AQQAP+laFkouiXK1nsNZooaZ4fDxDxRQ5gvGp5gka29G1ZS6rYracfx9wTCW/XjR+fux7zGK5lhgomN+Mn7sYQYVJUa5H/1+KwhpdX4xm/7z5/1PfVV+WXIH8E7QxANlVsY6UR+l3L/8XXjtieuCegM/Qh1hV5znG2L4oqjc9ufWtb82//+3f/m3lc//u7/5Oiwys5TgW77hvglJB1IzXFXusRnTizUmwjtfh3RAezPoD5NbkfT8IR0VgwYM1wb00pyvrOWWdRoeehs1OABaTFaSoLF5v1bXJgHaBLiu5GL0eEOXRVtbBBDJUBU5HBbvRSo9UdWUjLgxb2hRG0PSc3BF4NBepE13LtZ/BeSabAFjT1JUj4gwUo2yJ7pFwPvmeMYpPQ53BXpN+BHvnzkmON2UKY0mBIimqKmBReS6iK+O9I8H1Qd6PKI+6gtVgzxadx8wB1cuFGCLAXv3OCkPc368mHEjaKvhO57k4ZCUirHMvierC74X56fTIKepoTOcx8wp1XgcYC/O4cq4056Pth7mmv6+sa611mqSMw3T9iciDTqjcRbCZXKG9eEwgFQasaxJxlzGJKS1dzq0cX4oBYXwGssfoZw7YbwmOMeMuQkYANnAvvZy0J7KdOV3AHtLireW41WXXIOu+Rs9tSt7j7L2zPfaYHgeKLhq5ZdGICw8Fn0nYUsuIFUAE7ymXWxXn80osLmKQu8WGWCHYUdrKoB54cyJje7YpjU0zAE+NeDAhAoMj1mCkAJrv2vlVdHPdSyEE21jHJizAfGFaVPnHylyaAG/XRgntawEvKDIu7IGv+2mKEcj5LdZwUICgun1kBEnosoCSqLyCQ0MZxMiI3dlNO4dcnxgoLBu0gKH+GSNY6NsnXs5AxBDLxiB6wsE4LYxeud7kza7Hxih26tjwtIx6rlaGBirvLWVCDMimEhk4XUznM+syKrylReSi8YwkyF2mbUAvPyqme1Fsev0RI8q8Wy4ULBAde6+Ayh4h/eK0APAuUUgshbBtTftAdS24dxhiWjGZwbmFBmOrHxJtgGC1n1Ne0Y2A/3pQ+kWu0FFzlGRdkXWShzzkIfz83vKWt6TLLrtseAz/9m//Nr3rXe/i+fhVX/VVR+3ZrOXzID0wS8Q5cEwouxdf+ArDZL1jfq5drbbKd+IUNOsI6CQj4sANuUZ1mOiy2vyIWQn/L2lr8v8bDYoKQUmbfL9UlVrRyc99AR0A+wakhOq7sL2NEGOfHuFGEp+5RVIaiB7XzewSFCOTlBAaGi56BQKnPuw7yvsIzz6szO7tDtGjW7oNXtsL6bInWcLAbmGyTs5ReD49woO5SFsnD/WPKJ1T4++poNNUe0SAVrR9MTWDFjET0D4Yj6kYUSu6LhpfG/U2Fb5ybcTngGuYZ6LOvQbyDvnnXREcCkkk0L0rgqnHHPDZRw6JXluxvkI0V6K0MnBfM2+qImuTjaEOIrd2+2siODzNu/yTnWnlWfu+aVHDAVYoFt8qbGMFb6WdaBsj9oH/x/ZjvltcRyLx6yc62Dqy1mWPXV12DbJ+LsSDjN7oDZ+EfRQa6q0bS7BQrbpROkNcwlR3sXhJUTAM/V3b6BapwOvmxRS+4nvAdwpSuE0fiwI5kC57tlDhDFgV0jazaIeNi/+PhwCjNvKyDxV0Ein5XfKCHR8ym8+qlysrYn/Ogc3Ntm6qlzsXNIsMHfDginIYXR493k0WAxRhaxl7GsaBnn/wCrYcFMBCMLme+PxlpZhKLi9mtCKQBmEmwxKMnT5jZscG50SbsKl8u9tkBHWdMK0cUihFqdz13uryEzJN/Lwp61S34MWoY0FBc1CAvQNGincAkzU0Er2RFElQGMqMX6cwnn3vLMAfiTKDNTe2Nfg0tYXO66xEqtLrQAplB8Ma6Z1FWlSwfNYtwqcNDdgtGCFQAQNxkQ8sTteqKK25ur0IIwzZWXCu7mG6Ho3mZN3fz4kiT3rSk3jcrrnmmvT0pz89bW9vz57zqU99Kj3ucY/Tcf/Wb/3WG6Gla/mcCzu8srEXraNm/Q3Ai2iPr4DDEb21mXpLdEK4Hu1XEAptCrMUwMT30awzCJAYoCLQLyPnHeohfB3cb1yESm//8awrbcfkyGJdJmqj04+UXWacrKKH1zriSC7Vni7YOn/2uhUbOnBa1hctTY+YrPH9ZnV1ZEDzcxM7DCOfAIjpzWP/3CNHrbu2OvV9+8X56ckSrs9ENNg+ZdFPF+Aj+zgS3NWrWEUkckbmlpNJVy1gt74f8qzLL9GDDGkgCP/XaMJgDoutKfNZ0is5xrCSWxB81BtMNsSy5GQ12zzq25U+3UkHEX5n53ulL5t5N42vcZ6PiOjPOLZoY3hmrhN27ss5PcAWU4BJ5JHeIyBu9PADT8ag6yk+MH2ubFlxevlnBVIRE0hcRHHOLYwkgckm8u1UgBtzspbr5GsH+yeNT0Ta6cnAsWtd9tjVZdcg69EQyccSKRr4YnvPfu8lKjn4NG8qLXSeFRR4rXDhVY+gtFEWPfqhDS1gsmZPqjACG3mr3L0r4CVQTGWzFU9cxVYt3kMJLRclJ1+usShFgI8ku2eA0C7GXYmKNeSGqqdMN1tXBGIYaI2UwajC/AqKjvecmZDuEbCH83QWgN1voCMYgg+xyo3KjgEND0ejDNjYrq0SSscFbloSVKJk4AjDiQ0DHBW72nlALNUjp3omqwsziUDPgZC0LhsEDUI5PmIFRIARGrjGO9wATY0xWIevGFGPLSgPvk29Z+PDvNwaVaUJ8IW9WuMarZmRMeLaLHNSvd+tYmydPlX3xfYG1+FQ0SCncHUdVED5/SnGujoEprHMObxI8c8FGSYWQcAUaYHq8plfe4vjR/JwN/ve+iw6prTXVONF6UVzBNVVm4qxOW/gGHP4GmQV+Yqv+Ir0xCc+kcf5Na95Tbrf/e7HXv1ILrzwwvSiF70o3fOe90wf+tCH+Pne//73T4961KNmx3wtx6h4XWRUvMPTXDLaN8Gw74AK+t4bJ1Yclq1sKxApzMTrf1mPkHXb0mXx/Kbj3TFZta8whhrWKox/1M9XHedCGFCgem5tQ/1GgA0hOfhnstcUK1EhSHV2D5BJZhyQlUT7LoBE7fu1I3LM5X0ETUQYaACJ3fb65z9wXlhQKSpEqxk6yvVJlz3F6caUCsvvoX7c9HqgK6MgiSEiOvAx7hyng5i5C6DulDcUgVVwJItIqLh8xO812GgerCth8zmnqABmgb0M6SCMFHBNIy/Nd0A8wOs5x/GszVl0xCrPb2gnNuqK+HYEBQrVHnLXNalUcL76dvgUBO7+Yf5uno9lrStFpJpOBrQZWmkFeHxzhGY1DsIWd+kCTBFeJIxggdRIXMHxzGQFkpvahdgPqIGCbZZ5AFGWLUDb4By+tsiMrHXZY1eXXRe+2o+MKAmRMdxQ6nZhQRWAlaumyuYS5WUVIJarAKXBhPXLMMfPBIiWS3ugoAW6eo9s3TkGs3IRAscoE5BPBHJb6eIk4wKgc1fCvJmBkmb61igixOeBcoWMB+8RnW0XLsBRm+B5jBQFGrklzZ8jUVPchuuZHDzvBJyitnVyXfLnElYfMEE4HKbhYJB7Q77LDZ+D1B5Mrkx3/bJxEgt2a0sNOHUyYLiNdx5sL9ORUwNjT46TfgkARtXdg74rqN9jN4gI0BixFvj7AjbCWGsYn9+ggdEnQFx8T29QBc9RHDrSd/Hao4EoYypKN80LBH3pnIhx76UHQrMTqMMAQNaQX1f9mrU7A7750LbISVbGtKpyLeeIuGrGvNTFPSznFoAAQl2RyVnlGStFHLCQg6lROlJsTd5HXbtcCFqUyiMC+cWB4kADZQuUMfDGdC6+hqF1Msd2SiGvIAUDt9+ykOtcrrBGrWVP8pKXvCR9+MMfTm9/+9vT3//933N11i1aT4v88i//cvqVX/mVdOWVV8JU2E23v/3t0+/93u+tR/1EEHqX0VHVKqhEylyL5RqtGeC0ZOfLcpDNKm0yjCPYO6UKNLNvbf5Tdo4LyEMRFpIDe2ps3X52FFpD2RddzHqOtM2Cq/x9tHaVdV11/H1ICLaYA4I1nNvdcC4qaDAIAJdoCQaxPXDLRcpc1EnVPsfeJEGgxTmgq3vvR4I5F+khuW8A/mlxyoCdZ8AoB1xKfyLdNdIVqXs8v5y+rGMjzzDo2rLWZXeRZSegl2+ftm1FAeBVmZZu767Y4licF/tR9CDVRRp6LL/rJtdnw1miuqykDHCkiZn+czu2ijkDusrGhl0PTM0VtE+LORcK6j6sCwnwPM0nuv/Ck6h8m3ugP74mYg/5McK/K7C2rNUCeC9g7ko/q7kLofbekU86q4cowBGf7Sevi4NOR9+JLiJrckkxlp1pANZDv41EGAWuJ7KW6zOwaSwqgFXWhoBQMRFmkPxTnkPkaOvthfvcL26K8pJjSJddM1n3KdUGHYWU6sGdXBwuJHb6bNpkNRn4KoqGUVyAJeVZsbRY0Ya8xHQBQW5Hz3iQTQYXCQwZg7yWRjmsPPzi9XGsWzlWAZ7GYhRtHh5kbbGhWkwGEmZIgsLlJdj8WmHSVS5LATv0UntcTIMK9yYBeGT09IQ9n0HuVC8IepT8ZyaZulyOwyYgtUBrQ5Hn7OcYfxd4S+G8HCoIAAwqPFhkyjHEN3Z20uHTvWIahMpL0QDsu7S5JxL6rUbIlMuVjR7xBLuwle7GKkomKii9TRoVnzkphfaitAqz8xPWAjPXRxPOt0IRsQ+BUmjSZPAaNgHUUyVlKE7SMIK7Tgc8FgWuZ8bLV8r195NzJaSP1hiZo1ykENIFAOhKTFb6aT5vAfplHwocThgtoJVzC+CqMrfOihMgNKJhTtI4uJQF1VihlJzE1V7ZYznjMfLfgbm+9v5bOXToEOex+sEf/MG0KKwmqtQqz+qqq65KV1xxhbLu6efrvu7r0jvf+c50q1vdana813IMCzCSsGjorPT2nZ4ujPrnXp3IaMBrypUJfGEwhrIPRXpjFbbq8msGBjmCASZkH3QWHDMDthZdb2xMG45Fv5YT6BMRA0Q8UOeBDy9zRAT/uddde33r7P3dtEJz50cFkvj4Sd8Miyt6ceHJos/6NpiUN925H4+TdS4GDOyQyQpMRL8vYl5MWq9Pc7rsAcwTK4WvwJ6S9mn0HzgLwLlsC5wuwhRuxr7TsHEEmGEsELQuYJ4wFSWqZgJcBYgHGwxzZ5Z30YwlROP5dAHi8JjaGjzHcl6dLsDZBeacOMVHU5dyUZ5VOyACTdjzVTOR4IDXNM6ArIua8RQHVRD1OV28PH9y7EddEEZvWFthyfZNLhjsCpnhuAihB4giuc+wtiD7mcce+y+6PdjXuy6qzYPCI+tfaZ9G3nKqLjvHqqJePD8RU7FpYljYPpmK2zbXrUEGq562jso6ZnXZNch6lKTacAHw0RxxczR1e8HsnWe6enm5UZnUJzj2Mprw/MIUQwaV3JP+v1BAquMJQhBOFsiIBSXfFe+/WazFmPaKW2EnmjCKAeVUlWDxKONGPGOfh6FrdM+dHav4RM95Fnwq4yaVMUsYsyoYo2FTneOqKu8iCHJge/DZeTBGwn3pkEi58vco53GfhIUNn+uc222zZFgQXInGNAj90g0YDZwC7jATWxRHVeZcu7d30pHT3X0I9KJ20vnmvVkBxAGgz4yF/9sDt5LewIOu5toNwLmj9Eu4vE9JMCmqANCL51rmjnOEhGwQAAxZofKihp4F5jS1h7+OsgQCA5mMBVberPKvjCYRnhugiJU1uJs7zj03TXjP18vftdb60qF50NufZwpfTawtBVmlLQSySk5Wmpt+nL1TyfdNPsf5zM40OHA2v6/ka+yse7jmtAxcDBv1gu8F5oBVR+E+2UxyG94WNvb8s0eX2DEtBw8eTC9+8YvTv/zLv6RnP/vZ6R73uAd/jmvHXe961/SUpzwlveMd70h//ud/vgZYT3QJQvbDNdSDeihunwojLiLD06fg0pQzkF8S2WTYTnRcRemgQqBkvvBVrgCPTSrrdbBPS3ocw/hcyQ5wepn830kYsgt9EsdaE2Qd0GFDHZN1Pge2HuXCV8Pkg9Z4Rg7f2ZuCzWB0igA8w9QXHsiZsw9CPToAct289GxpSZnldVlKF2Dysuuc9Hqna7d/B1q2B79/ku4oKFzqATWvQ0paBmEEan+nkP38N4JkaKf0IyiFyWoK4+EzFCezS2dAet+S9C+5POojACRam7hDAsJjynVUV8XnUex9vZeOc/mR40V6tiOOvRZDdrYZrp3LyM6DiKrlCmHs3mZyuqwhhwzoy5gGryokx1GyANZPN7FFv7iPM+sT3EfO0xRz5ceDucrAjpx5fE94T8Qe7bSjWu8G1r+1Lnvs6rLrdAH7kQj8kPBlkY5iNJ0HIJf3kOgiQZUiGwVF6EWf02ugmjlPMg5tdeH/BEyxYiqstFJlXb6PwBXMeRKJLIxYDRw3+oCxaL6DNue1bt64nYpt5fAsk3OmfVL8t4ISgVcZ84BG1wjukYHLSVHAaq4bhD/OPUj0tocLuutnJ3S7CuUR7zKGMHPjBpRczaNbQplpTkp4HgAjzJaODCLDZO2wJtEjjX3GUCiTUB3zHtWVRje2d9LhM53CKm0slR0J0GuGvfk0HHMhKciYEIVPjukxPg0Ttiiz6qHFkLtgbCMGREMkzYLmIJJ54p0h2J7p5KKQNS4+E86u4Cw//xxuL9edmEYwVyrPcwH4ICxUc6uJooMho15JlnQVej0IE2qu941c25yKpW8AaLqArRJuh8xm+s0MguIsUm86gK9yjYbomhK0meY0A+/KDJE1f8xIkLQGYQ5yYxgGFZflO1lvcP8Sx5aE1mK7c6f67dPjj66hf1OTO93pTunnf/7n+We5XKZLL72UPz/77LNN2NVaThApAAkBEhs+vQinhHH7nIRxjjiTWjlXe+fOgGGadqQUtuLIC9yjKBoFcnIbpiuDJ87gr24QALeYO1sWJwXTIE9oiTThaAQ51+uyvlgKXkPWxFYGsB5GIKkYTF8QzLEFCO11B8FMBrhKmiAEU0bW3JYuivOBrx84EKO9qZzH+t2K7K/p2nW7M2FgAnO08I8BjnJxWLkrMiu9Y4CF2ofgvIYilxQV4tD2zwEc0RMTFa8/gTZHTrd9WR5YpIXMtR5Qyvehojwu5UZ0XNQvabcAYM7u9c58nf8alRWwkkN7E2s/QL0J/u0cOcWB7HOyGoeD9NsLnVcKX2kzvOPYANXZ+a7RADwHZmwnssHLMbyeGcAW0yvUxBzun2cPm4FyQH3k7Map4lOXARGHgWoDPALr39fPkHlK+mUB/rOeWXL++2NlnUUwlO0qV6xI7Z2cehBxFa1lII9HgFKxfVoOfxmH6P/ykZAQRD92QG/zukLmkPZp32QdmQFYcc3e67q2lmNCl11ry0dDghdGjXUAYsKcfiLoaREGFeY2EgCjBQbCfUPBTYXzbjVYscRk3XaeWt9GvxA44zwKLcmhA43QcLwmGNvKQsD7dwot5GOCsC+nvNQV/0p1WgRwpUJr2US07X5MCLSZK3IjXVIma5DLyvcnYCN0/3YpHHhjo9nWKpDjjJiqEEQrx24ULl0+VyarXn9nUrxoHLHYmm+HPBvMSSnev6pQUsR4sd7gaa4UpVE96M7jvL2Tds50GzqBXsiCJeWt8v7PhS4DeB6y9YoCAqkUzHfRJmyYDOU/zGgc2IR5DAKrDSuYCoNZc1iVtAnCgnXP3oN4Jperq/LclDlmSQSqJweYQkVYZiEjkFrmk4RPhdXrI8DWh4+KeKYGMhoMQ3wgL63cHkP+IIzPA9a0fuTCV+X5dC/q1nBRUolVJTnfQEGuws6kD3qAX3vLHI2AVt2npmT/pk147WB8tYK2zEkxNtC49NeE+TnKfMohVulzlxvxBBEKt7r5zW/++W7GWj6Xsiro1mKUF7BhyfvetK6GhaZG2Eu9tEjl/7wWRo5bWkq3ha3vorB6pADD9gLWacCcyn3O4HSVBkaKVQnDT8dsJne0A+P0WmjgC+i4MwOeGf23eBwjYEEM/7m1E/cVKcYjTkHZY2Wom4Vl3Nrd0xH2CzBAWooq325LCiFEdVkZZ8cyDeeQMKQhvYPqCNWxUU7Wcg8f5SLHCvDrHxPv68u0c4adOMuDmP90yvUfFsjlE5az9QFaAGp2aLuGaVRk0Y/c/o0FkdW5L/3V/0IBIz64mACRjYS2KUdlSdj/gnOcTk4Pua8bx9IvKZjFpAysaaHObSC7wHpmLtczEdCWLdXmTT57GAPWh/yaA21t1XbRHMwBW7SKzET7yVxQnPr+88Z7VAqAq65WyF3sBFsE1yAW6E78HkyEq3K9Mj+mtk/RCNpXvDzoyFMBwIgYACQAcOYwBlP6ro48bR/0ged2x3EobRSHStSGngwoqWtd9tjVZdcg637EvShiHFahO8RoEq87VgklaS2cuLEsbI6YSqLcqeJN4xPzfResAJW/mea+addOAsAgxEqYrgymOLCjCo/x7RDAAdIF6OKIhjFuVrtQaIkWZ/SOd0KVq3tj+C2OaRn7MDzfXZf7x88sbxLo1a6Se+M9I6k8oGWRZuaa3RyGUwf0xBs0yAJ09AgDLCMwLSBjk1FaMw0EZK1yoGkIdqMoErDj+B0pTLam4LVlA9b5Arl7YGNVZonfCLe306GzrjeXXx7cTJsQ2pFZM+X6pa9D7N6WqLFo84oqYImgsL4rPqXGpGjYAnStkBUEmgt4HKVuUIB6Y1JSIrZii1FYQmfQqB6uiszHlHy1vmmyjojBKMx8eCaaZzpYU0waAMPIdQytIORN11zjyHCKmQ5NAaqJSTXb13IeKXIcgrqcCqPsAgNDKlaXdAE5jC0AFkyjfRqWYP7wPiNtaeThdga/RgUoc6XjDMCCC459M81Zt2eQiGJunBrT/7OzsjG68v4PvJ9rxXQta9GXah4AnHGY8brtj2sxcYpzcCQyKVxncA2LqoAXY7aZ+kqu4QWdZA0hx6gCSsos9PpQzXRDhzQNs7BVe7k9bc7VQgSYW9u8LkshyPQfYSliPk6UUd2z2AMK9vr27EOHbbJsgwJkfk6ojRJQgBWUlHQ3/hp8T0ybBcQKH7ZNok7VtFLu2kqqVEik2wTAWSPdkjlvdzcdPOMG8/HyQINoYZiwU37/3UEHuMmdqQzvOs2Pd95q2joYZy0iBAxzDdHGLoJda67L/6/ns4K2cm3PRkagDNKg5DWsFBnl9rh+iQ3tgepVRYFmmCsYPWXmXQH9/VqIuqexueC7KGWcjKEHjcXORaCxtKdiurr788doG0N6ksruEr1aQEpMC9GQ6R0o80ccPYHTy7Bkc8PC9pq2i+6PzPHKlkbbU8bXR1YW0gVE+/G1cax9EcaujbvWZY9nWYOs+5He5Ne8S1LhPNoYG2FXAXDHwIXLa1Kd1xMJY2KsIVcHnSp4i2JJ6QIKgzRiM/Ki5jYEaZsH1kw/ZcG1n8V5vXCxDECmqCCBAKcQ7q6LWYsJV10ElVnoi4ZYFdAD2+Cqgc8Je9JLjshQmdxrrsGWssvh8Q2mowciPDDdmFd13rHsFacCUmGxgFKUakmsTVptes+iBYRV7W54PZU9HnhupSKwU97oXTj3jGtskw/kfKz8vI5MlZS7TPRBgNwc46sme0WpJSbUaeZ4VEzmQsuFySp5mLSI1GAuTFkzCmhov5ppJwKmrT7whSaDoWZQlqJleF967vSDbCIvCGgjY8PNo7C4h64BZU31zBM7CHHXAcSVa7GzCcOL+PySLkCUXu8gATZSd02S54mVinE+CXAfMnUmVlTzfajW32hvw7QCaEwUtNcZa9PpDQfZHpwea5A1lk996lPpb/7mb9JHP/rRdM0116zEuvjxH//xlZ/DWo49aT1z0bWYpYoyF9lRAMLpQo33v25IfR/Ud0q6gAhYNM5xARqRmSrX845JdBKa6CKXo71qqxACwJGO/SjMrMqBOCK+UJGAbw2ChZHSbn2mrCu7fOgz7Ko4GgfyIWiebpv6zLZDYrcb37Wk63AHMkC0z/j9Z05fUv0TorLgmoZEE4UhRw6+1nyJ3oEqbNs50H3/nA585mnX1SAr6C9TqiqcqwGAbYYEnKrodEUbV4gMUtTHO6YxWgfGDlN6kJM8g3GNhvAJoK942w71AH02mC4AbBxsuxdhuZKu5b+Ookn1u5xuQe6x0XuHDOAGDEpDFrLP2xS/0vXL/V0+UweI12HJpoFrIqM4TP3E7Wgwfh2RIqdBAUB/OdVO8HaXjGPGNYTQMqOzynnCLNa1i0g2lljBUkVNIghtQWVzD3OO4BtAfCvHTs8CcZCAES57Fq5VLTzIOyUHda+1Lnvs6rJrkPVoSpTQWDyrc9WR1UNmw76n/0+en6zkNhbjsF02FCjnZM0hFKYJnEdwNy2O7KblwTZIEIEbYZuBKUlhW8QqMGEufoEDL66ADb5Qjx7eUFYN2IsLc8dDHrIXmNU7Mea0EjdWDfd9aEidfNuGWXXPdbm5hhcJwe+LcbNseTyjsF1m4jmFIGoXKhKlki8rTLyXgNIGXs0NySuMYerAzuDn2hgXYRH7bxT8UiUfcl0J65KBq8lDPiVN30l3POMyO3QHC0tBWITyXjqAVJ9ND8jnHKyt79DbCw6XnsEj77HqiO49bSmArY299AXPzyz38owQCDYOEK+sl3CeyBGkTQicCoutSjk11y+An2c1KtvZGySULqCcJ0agOc4xQXQOu8+MA8l3BNcJNT4cuO+BYc+uKYVE2GaQAmuikJZ3Lyv50/3zcynhW4PpAmwF3uJdFwY9rgmaTrkxfyBcVhLH59yEcI3QMecYvx489XsXP/edKtfXBBBMORebcjSiAW6Cctlll6Xv/d7vTf/zf/5Pzl21F1mDrMeplBynbEyKzDk8W05iWSd6UVozTrcK1PMgmnzGxTQnpp86CxlYJL2zJizkv1vrHOhqBmCF4zn11cSYj0BnjcqCdFk2z612NGiCgKcNtlMUlh31Af/W0F05NwKXGsBTpNuUY7hfrZz1KM05FKecGPrMi3vGVV5UF2FjvnOSiRAF0AMgip87AvcGOAKACSMWDeDrQEG8JzgwKzvQM/F834p+epvTLzfX3CFd1gOcrr/Ksis6felcPU56giNkuLB3IxABaABonT8A1JeITfm7KlJL3+tzQTZsY+4VgGx3kcPVpa+7BQg2bFh830u6AIoYyvlIsesOKEMWplwLr9N7L0yOZ2BnluuYaDCed8Gza11frwkRsd4J4edQGOEZPAduO4CNxtlf0gUQa55thxKVxAWkAISUsdqMHS9REUGdMwgOF73ZsIELc9bUYjEAu8MFqjEBgB4JOWI7CsAqNmtrPwsiFsWmNEWIAzHr1B4IBDd1uewY0mXXIOs+hF+2HnvTMe9YGRt54AVv8akBBGRt39MnRAfgQICGsgmEBWpKAvnFzjItJbRbJCqqA+dFCowCQKzgQY5VBDzweAnt5TEA0MFfc04wf5bZFFd42cRQKOAPtx0BJAHgRvJYVeEuJcRBwoPNQSUHbORZbimqjfBm3Ixa/avGST5rjXOnIqIpbuaBqF7oCh4n92gBJV5RxfkiuY+1YBOC4UV587feWaY7n3pJoJjK3CWFYcbLOqfkcKPqcauYkXNGLZxnFcSGEeSVKP2urejnfpdxonGkdLUKAvuGuPDS0hYG6+RazIofYJJjEaogbFXfhxYzVxVK5zgqTHRVbIK0Iwq0CtDQbGOwhmhKEQENYe7MOr+o2FdxBqDSJoognb5A41dSxkjhws71e2tSuT4WaRgFPwzw3lTM3TqijsZGkbBqXDANC7AVGg4327fCpBpY69fe/0kOHz6cHvKQh6T3ve99q+ULW3VvXsuxKU2nXvz5cFojWcvd3PApZUIZYTYV53eVo1rCW3dE1w32vMb1s55dg5zosJLIpihiIHQSR5/hPVrrVZAGKwRWeuudAega6/aq77wwhfG0UtRTAOdWmiDj+MP29drBumyxQcSRvpf2Y774lhSdXlNNVOBUO6pOxYUvdwu54p+sg0gzgEyDezPrHPH9bnOKA1kPpLjtfu+PBFMUBJFMqj+IXQP7dvWMtfiWY5ILO9gxLrvigbKW8PUg9QC2SdraeoSlNoHYxAask4K4Xif286TXF3Kya+qrgMEYXA+JOQbAD9cD0SEDvU6j09za4G0EsYGFQDAjCqQfgQhP1LcDvEGJGSV1NkvkYIv+1vzHE5OVx0jeW9oTaGxHHXrROOKpnmGKzgEnJg2iFMg27297DTJkhcF1ba3LHru67Bpk3Y+EilTN7tntKYy6YYPXinOpOiBA/hspk71cOghoyqLL14FcKHJ8YW+y97+3SeDCGXpy6/xZOY9V2Ux92/C6pr1IuW9vqhjqnNMgBDmI5l42DzpCUu3c/rLJ+QVw5CXWaveTJzZ7cDH3Zofx6Is/RRKMOU+aXpEH2Ky8UjQV45npmyosOU+ZLW4GykyjEJKyTiT/bknKv9FMF0BzNghVLAq+mbeQU3ih8w8KNOUv091PvtBcbufkqQgae7wJOEQFFZXmkWdjxgs23GUAtAvb0LFL9btyf6/0meMajBNmM0soVBTqLYoVjhGGSOYT+92jiqyQd9esTYFiUW1mrQIRxciawjhr5wYmpxfFSZwZGsbG5zowUz7zqQK4/8BOCIwMKagl46fFC6it3ZGC6xDIyoygEvGQKG0L5Kwq98os1pKTlR0+HYZ08JyUfb5bmMDKHi7GXXnmqnRCXqkqj7gWLgycB8JaiBRLeY8od0iQZkYNt1a16pH1dvB93N2l8Rg6tHF+OmHkN37jN9I//MM/6Pz9hm/4hvSABzwgnXfeeWvw9CYgIXPIS0cftHUI8hpigFjP+IIQ3spZVAFobQYe7Wl5nXRtorQxRcfaPTg5dsWJVoFAXgo5QgqfmvvqfoJNtOukAiLSN9rny7W0xsEqIoVTPDurAm5dgVxkEAqTlX5HzupRIoKAnMKs43z4R2kxdHuXRiI10DCTr7QQUMzyjySLcsyIZL1BKpW3ojFqUHDKWQ5pEzppkKpIGayWjn1w74gH2kWfu+vJnzaf7xzE1BfOnkKdzhemGhFnk1WRRTLvynsgEXXqgC9OELExst6A44MdBvsYw+ul/XJNKnRnBqqEu3tQsjAssf06RmIDMcvS9bnMt6jQUr4WFD5rpQmUeyoDuLTF2/toK0ne0SCFhW+ffs51F/L8r5xQvv2hE2gqHJZZxE4HFhIK/99FRAqLVfrmgVopTMb6Og9UPE7aPil8BalByhza2IZ6GfhuoG45AuD7d8I3AdJ3+eJ0+XmVdzrChcTmYEJFBzfwa90gMWytyx67uuwaZN2PtF6U1osxYvx5AAWu1QvF7bYPf5eFUkOCUdjz46oSouimGXjw5haxopgaZhZ679BTVwBOBqBa6ROki6ExUPJpqmLqgKJIoP1GKZEwd/V8TkqLgjSy6PeYvuW35CBSRaHFcNyrCBO2jCUrcRGLQ0S+w7xkuKnyOV4Zd3m3IA+k5rEynlPIZ9oK8/U5w3ATG+o3emEF6AIFFlNVuDH4woMXp5ROskxWmQ8SZlcKMvXb0GBYtF4LDf0fB2mnapttR0jMgh68j1R5pVApyW8aJGkP56gU5vNN8kyiqF9iXATXtH9nUDvMhSz38QwABK3nwhPRuROtZw3HmqYYUGePgMNxnzbQmqBjt0uubG5PUch0aSxpBVTpnUDcak4qSO/WOzjOA/u6HnHO5MY6xkpxHY7JTey9F7iu4DveWiulyFdUZAy+N33CdAw95+BamvJHf/RH+v+Xvexl6UlPetJ6tG5Kok6kmYSh/K4dGYtOEMd+dEkEx0bb5x09CyniZB1Scv1sgC9TYpA1yF0aMpdiXVacQZozm/SJzcY1QC+0RVLngASIxhA9OBojdOz5Mepdm793ueVNkTIATNAZLJ858UV+RTchskAryqKZ+xOuH+kWs0WGkJXXEhnbuaIzRX/WQkNTI6ZoPEmPFNk90ZzA/Ridk9Fr1JqX/hicTuXZ3f6gjcpaCpO1Z1M0HLL5KyC9iFROEczD2WIdgrMVbCwNvY6uWzVKwNzput1cslIVvuTq1/bIu2BMS7rOZCfLeWLPsFNF2qBAutNl/JriIwyJ7LHl1qhS8DS0tbDrZe5NAGJAgsFiY2C7RjpxtrddW+V9NrViyo9vz9y7Vsa4irqzFykAMLV5lb1gagM3lcH6UvNFMATGSxYx61+jnZwtW+n2jVy03IZp3obpFEpUHAsyWWWOzNliPTLaWo4rXXYNsu5XikKiVTuRJZUmo7WVWzQU9LCZhDBlU5frikQAhuQbkUUINgXOSaOASEk/ICwmOubITmZSASAm+TC7UiU3ByYcKabbu2mXErFrP0tVVtkc/CaNuWq0IR3lXit+Bh7OHngZ9UvOEcBZQDr0jgEANyL8KCVVQCMdwp4WVJl/3BfMPSOMN1ewbAPGPGJJeoOlowAhMEr9mqr5OuVdFNuuojzTdwnVUSAIgBVl16FhAMC5VATWMZiAv7sfOGhuc+Rky3QlL6F1VMh9OnnTUMIK7JCHU64rh8OzxFy1RiIwW65b3b9TrCMI68zFlaYxMIzPnojH3MypgfEJ21sXVsq56uDdQ0BUw0btfM7vmShhgcGALKmZPoapBDQPNxQucIYXsmtMfll5touNtBClVHJNR4opFr6CSryhRMzxiJEjSikfnwu+hef51DXSzjnGm4IMskfCmiz7j8/fHBhjK8lcLrQiy7QxS9TvyYkE5f7Lv/wLj/VXfdVXfd6V0rUcG9J1KvrUVKkPfFRsOgQzW06dOcZsWcOQfGBY+LTuE8gqumygJxvHrr8/tyFm05vUSJXTueiKTEpybLWesy0Qs/758PtRQxxJAXK+OAXlXClkOLLeyh5XgB92iLV0nKNGXBnQP7r7YSE5UEHTnREHAaVNc+kQpH3SFp5T8jHoBqITKItZIlSclPlf5V/EVD74nuC9I2fvYiN9IYOsp+rHO4cmPcG+O07vQbsmOV2l9Y5gFCYQUXIBpAzSKWHH17IQm0RILI0K9NWQQVEnTFOQCx8HTg8tfAWOF83pv6zvKf2Q8/zzR/22xUjHMWs4VgwDW8ZB9Cx5FlG7nJ7aysmKrOKKgSn3dGupAskkgg/w+dCvlihjtNgsYvNBBGtmezo8Q9bA6kWTe1rigemzjE9hsmbAfqrrku1F188e2UIxnBmylEvdYL6LzpHjYA8M2a5Sb0faLp8PyFqXPXZ12TXIuh9pvAA+dGoEaKjymQYvLy92+P63FliXekAFFpCoIqtsfKr4tRYOtzhnhlVncyys1Oz9aWzU/P9yrADEo+AOt3ViZFYJ6dET6fuBSr+CtCXsVwA18WCLMiJFsQIgKBTwJLKSIB7y7qa1BwXV9A2YEb3nyOPli4XVIJFKlJOyjEUuDGDtEsNQpGdA3kV8pqKwY+EjBI1brOmqL+44nkPwHVQxtddbpE1nDGyfDHOfc/pgrtD4GnuW1hzAz/31MUzd5wlqCbA5TQ4iN5bCRM1rjTPqgjYaQ5yfTX1Ys1K9KxbRKjxc5VFDQN3cCBw7EMLmCzRNB/vuAPgo1+nljs0nZYVdFGcy4hpsqJbw8fx8fHEs6C+wWzWEyxgtjs3ZcvxoPi4Ir8J82YGxVTc4SJvhDU29+Mb8cwvbWBsBrISK8dk9f1Ax3d0YPTSUll1wPMpVV13Fv+9zn/t8vpuyls+HQD5wkxpnv5dFwx7ZiiNOe9++Rni7pIkJI5l8VAIXW2ys7bsDayA6x4E1pe1D556574qROS1xxrdPtxLuO8iegmdriBOrOvcxFDzMKW/py6wneKdrc4+KAAhIQxGYU5qaxkc9VAzmjq4m1yh2CuuyHozGd6M31iPSYsEG55u0AhqtBjZNYdbeZvOAK+KKfwTXNpF4G9U8NsdVjXJz3Be+gvtN8wycv8IIV90j27dhKgR9z0Sng3sHx0/jFuhKAgTP6N68hvgxQ8Dbi9gcob4ZiOaNnsBqW0Rqo44ElevKsdF9ZF2Uc9hmtUzxDa//R/NOoto2GtFGEvqO/UdAn/smqRCCZpa1a7mxkRbbA2Mm9gUcl8ePUl9NTFYGz2l+kS5OrHoCYXsS5f0PRMdBnoOCuQ6X0agQObGsvcgojuYvjJOJlh2QtS577Oqy+0RybuLiwwF8yLM5Fl7glrIlRqtX0JS1JgvN4GMDRdT8zYom5jIqOSjLJsEhVsgIJCkbVcUkAGkpzRKuywsphHr4fH+62YqUKtjdAi9zjFqtMI9VQUe89WWRK8p0zsPlFCNUXLuXAtBac7KWCoyRktqTsPJqfX8JwwlDGaqDHftOAGG5bDTfeK6Al7EoPqL8+LmgYBwB4K3xx/6vUqQMC/FI27wCW5iMmFe3MlCKbJ+CikcBfKqctw6wNN8NKtmR0ovjCkL3MYUkIk9oSxqK+/S1VSLVaYKFqKS/c2xPyaslxskoCDwqkGe3UkCQyVrux2sK/6BxB0q4OgmCd8gooA22Dn4Pa/PQe2fySM2Dg1Pep8LMWjEn63RfVFLF6UPOtaL4B22vIhl649G6JwCnCrxjYY8y93dH2x+9g0cDyLgJyvnnn8+/18WrbqIysjb3gMnZc92aAjlZZ506LSl7QJiiRnQ+MbBbbfc6vOg+sB7p+Vish/TBVt9FZxRnnYIOy+EK0vodnu+P9WBxmJoGQF805sXoD9bOUKfB3Iamn1MERtSPpkTH++fh9xv9HPrsAWZ/XjlGi8D6vnX0qHrMXIh+w5kqdqABSpwzcnKabjSd4QbM9f2VdqCuuFikUxY2KmvnYGNPRL2nGoMgCsaDl0ZnlDkW6cnouCDQy4FLygpcwYHpwVy5j4mCFOAYnNLYb8x7GwHdvui9B5Q9kObPx3nTIIswEIhAJFxfAEhzTclf6wG8ZhswDUE9R807GNmxnjQxRwwK5rGZ+9ifkpJOCr/OIVHN9U8wl6K/smNEQeuZehXaTedo0nnZGVtJ3TCib/oohmAvaIqP7l3LcafLrkHWfY9gAHr2Xgq/CfXCeyMQSD7r5dn0YaGBaDJrs4GXdAFgcOeDA/ail9IuM7Fx8WLvf/Gs+WsRyIubfitHCrexoXih4d5kbrYXNvbKSeoE+UzvL4WvRKGH0PoRKQnuuY2Ul6fkvR3yUtHYiHcwuF8b1BdGXmTgOAYc/i7PwHsvm561Mqb8OaUL2I7YyrX3vwJhUYFzIErV9l7YH+ZFdUYMMlknI6ZOGMdMVsdcqfLF7lU8qN6rMinOh2jO47tdGRVxiLh5dr0+SFi6AJaDgG6TwTnCyh5ROnB9CYyunIPLzS9ecyIFMri+LzaGbOhIMOxHwEMJIex0eUp3kdqKV3OMHct4lXD5KDeqMEMMkzUw3B17t81sn1g2ej1naFZt8/Mjesc8A6AnI2xZbsfGvn9OFLn3ve/Nz4UKBqxlLSvJ4PvW0hdDnbF1H/O3RBdJvmp3HdKztin1VVC5u3dtt4dVjnAONS6gB+qr2D10JtG9R4pDOdatFnOt2hoxEjsbFTJZ+diGHrmK06xcM9cWaJyn+439PgyVxf+b/J9QfNHtm3U+8pkoDP7eha23hKYMFQBexhFEAu4bdltLZD+LAP0oUwYCrQ0QKiqeUxU3KkzWZlRY6VNVvEjuO2dnRIzjCOzk6zV0dv6BzwoRpaVjaA7XCHSLSACqL0H7PLiMOg8WvhIzAm8lz6Njuyl7v2ffSVFVfiyQqqNVqFiLLzsnddwAmx5LyAf4fLB9ynB37eWorJk1uYh5N5HUhWkLfJvLmm2Yxr01KBpPBKnFsSX3i2rYtJ5Jybetc9KnJ9gN1gHAaXzfcG0y5LsR2YPjca3LHru67L5A1uVymT71qU+l9773vek973lP+uhHP5puuOGGdJMRzGGkufk6Xkg9rwOwBYBAk5UYhnB4mrozbmED0YVBgCv6P92fvP+7ARgnCk+r/b1iJkzptyxdvQaE9mZgsNxXFNNVwrGRlRltxC6cKO6HVLwHhY+VSafIFU+hV2J6C2pmsRbWLs6XfUh0P2WVVhsb9h+8+xgygd+neUBHwMKw+qUfY284IKiN87k1hjhn3X2q4/T/i4mJjJclI28rAFlPm4CzWeMDQPA9SUtxKNeOzwHmbocNo7JcoQJwCQ8yTNZhZ4IP2wSwewRoBUOkVdBOlCFjHJg2OIbkEio7h9Xqy+dm3jujAx0AlXELrAgOURo04qRLhk3QeN+QNYrMjMa8q3Jbm2tZZVoKKsi+U4XW6YH1/SYW8EBROMxdK9fza5Owk1vscS3I0gF1VgB8cojV/n5OFHna057Gv9/xjnek97///emmJmtddg+OQ5/SQ6SVXgjBCWSxju4NTVJB4DSTUFyfm1qLoRZd10TPwPobFcoq5zMgsl2ICCglQowlqIC+sqHd6m/QrpFrGz1VdAfJDS/77kgbq/B5x5obObff0Pzbp4doiOYCjVitJKgrDepqee4UdiZfI9AdWtcTnSCIBJq64/ZB7GfLJvHi9ZLgPVoenAF/3f1kHw9BvJatIjlZfSQitlHsS/++FUY4EjMqUMtcbyaSS21e0WeKXoqEH3k+YgtXtoSkwHP3Fh1PnRaNd7q0T/Wwlj4i11E7F6MJ7TPP9ksj3UPj/lOovtizaK8JMAnvveSYNXMTwuRxjOX7qktgG7dyNWP/qcDuVmCvV30SXCXoM0eFlvVYo7JEHw/AfX8+2jlok0txKzlcnF9iS0SMaul7VIi2XINB157+KufJ3wPOr7Uue+zqsiuDrJdddll68YtfnB7xiEekM844I93mNrfh3Af3ve99053udCf+7Gu+5mvSj//4j6d/+7d/Szdl6YXWz5wYeHeLgV08/zYhvnuMCFoiyIWbCyimU+gmedyXk/d/DizARV/B2mCx5HAiAm8hxCpk8BZwsMma7HkGhZlo889o24zncjHOSlbPZM4flPNC4aI8s4nI/YQwSkxW9pDDRtc6dwRAi/ogxw+CDa2iZmJEmO86m7qwdI1x4c+JNj5gK0znDIxrR6Jwmww8yz3LdwdtDiuS7dPQE+vAoeJgmAWVBg1Ho2yPsh6lbTPnesNQ2t8VUayMYurSh4SGtTg3ojzJrUTyM2OEIV3ROUE7NLm+Msdbyl7g4fbXw5xTLWaCKToHzqqWY6MVAsrLsmez1n0UAJwU02Y4zJxjABhT7PChvqljrTjTvCPEFLLbAyAzyN7Ohwwa/W79XdnZsV8W6wkEspI+95SnPCXt7Oykb/mWb0kXXHBBOtFlrcs2hHRGdDAfDQnW7ezk7+XInImgEgdPlDdQQv25KEopqhPeowGEtJhi6rB0eoG7ZpVqqWXYRxEN2oZO7ljSR73zEh1Y0TlwnIJykZO790yExCDXjPTMcq9qf2oBkvnmbYARCyzNrPFGX4rIB618vFW7cuGriqCi4cm7lomHER8R41r76HSaiGnn2+2Z3g4YVwkIAzuH8nxt6axcq0KB0GJ3CZgY6eWmrXU/m6SEKCJTayVAfkv52tu/CggLyAVz2IN/8H+N/NkAfV4cJRJWbrqAenX50D+vln2Kjht0PkSijh6nr2FxV/57qg+SWeNSi6GRKgQZuaAfmWviePrf2rySHlDHAMYiJDfYgtMmnZeuK3ZtkeiDJQGtbqyHQ70BUM/1TnL0QsVk9Xo07m9o50CkYJiyQtc8YM0KntISuS7OrZG9tbcmVseuddljVZcdLnz1yU9+Mv2X//Jf0u/8zu+ka6+9Nt32trdND33oQ9Mtb3nLdNZZZ6XFYpEuv/zydPHFFzOz9ad+6qfST//0T6eHP/zh6Wd+5mfSPe5xj5UaRqzY5z73uemNb3wjX/cOd7hDesYznpG+7/u+Lx04MAEj/+7f/bv09re/PbzGhRdemG5961ubz1760pemX//1X08f/OAH05lnnsmA8Atf+MJ017veNa0suMijN3fuBYrAATgvV0ssX1SKygydPCoOgNdBryWGWBkPXUkiHTEORUloeXZb/S3VHI23k66xuTlVicRcKvy9bKQd5QoLIkg4sWwQXhFpAYTSdg8KwXPkPLXalikXjCns0BIBfcpGmTeCPYTYzYkCS2VDnlBSd5hT2hBUEQVZPHgy36pbOW+uJLEnADlQXtCwauVCHeqf9BESxHeT2MP9CdxeIqZKBTIO1Evg7mnbqvxRUSPOndQSNubo+05y9Z7DIpyTQb40ZfFNCqWZd/Le8rGdd0WuhfeR8z1QSUqKyV0VGXzLoEBDrRhEFaexv1xVc+GKm4RjHRlO3gihKsLF4PCpORrXD0PY5Z31RfO8Io0KmxS+WkEqJkdvrJh5ERRzqDs09p3km5Ycg+X93I0MZvbKx+kB9P+oeCJLRPa3yMDEtRfAVeMYKEVPbDeCZ4ps2LWsJL/1W7/F+hzpa1/yJV/CiioprOQ8P/lkzKHSFtILj3VZ67KB7PV96eWk76xBXFB64ap1RxIBGrB/5YJKLkJG/l/y3ufPBtqHunJknMv+I3pcoOdU+f1UPygMKwLllDG7mHQlCRnWz3fmw4JROrokp8ICvVvuY649w5gyRXYkByftq7RndyTcy3p6L+gbJl0CnNMqfjUXMcO6ieTinxN9xs5e2W0AblIVvJw7tce1HyPG2JEt59A4dgD3oH3VOB+oQdYlgaw+DRJeo9hmszIScdcB3KfIQIj+1ILIWP+hqNIYFYeOVInQMwzjUohY+4Q6K0RtYp89QcgL5GQ1YFsU8ReNwwgwJkLjT/qqMvsb4LsnHXTsbU1BIO3Y3Egbh62+ynotD10puuqBSB9u3+iTrlsV87kA+wUcr3I7Fz2W71OcYlXx1AA4t2Al2Wikv+5ADQax1an+x6J+L734VFjmp+jIk7E5pSADzKLS+RGXiJwAeEy0mPl1Yy3HrS47BLK+4AUvUKCUfn/rt35rusUtbtE95zOf+Ux69atfnV71qlcx0/U5z3lO+smf/MmhRn3kIx9hZux1113HoOrZZ5+d/vRP/zQ985nPTH/1V3+VXvva1+qx//zP/5y+7uu+Ln3zN39zdR0Cf1G+//u/P/3X//pf08Me9rD0+Mc/ngHhl7zkJQzSUv6GuT6F0ljobOhzsCBzNcgALC0vt/fkmRx3PUYZKk9lE4tDb8FTJ4oHM5uy95/zj7b6BsZvVSk+6jMtgOW6mrMP+10AEQ2HQMVvL9JiIIgUz7PPpyjf2YI34o2DSo2q+A0CpQgOMsAqG0EJs28qjSMed5eeQoSVp92UtuaMmPI9sOvqvEaWnWwVSmCmyRhFm4kI50aa2lMV09Hmd9iiIwAt4J4810SZk3GWdy9gsp5yxvUaQi4sZiPKjKyV2lUkK0F1blH9E41G7yxYRZGLlN/Ou6GFRMDANfmKW6+lZ7IWZvjG0SrDXhSzqd0ONJbvxbgRZaikK7HXKr/FUQJf6d+0LvlxprHClAgCsMraALm2QokqjEpfXGir5B6rc88VBbhlUPaeN+b/Krmw2eEjIWsMrm/W49XIhd1kmuI6LkaRspYmALYyeFupAvTrCYRtymAKlv1WZD2R9N9NcUoUueaaa9Kv/dqv8c+o0LPc3t5Ox7KsddnPgXTZbmV9LHqGYc2JcyXKId4R3YfKtXPURQp1FgIbeB3FewhjD53EGNtA5/rCguh4J9BUrktrKepvvtAU5QBdbtuifyP6i+xhwbGqn3H18+nzCqDwwm0CvbURuVXdD9pg88PPsPXminLJ5z4kv3IG0547sfp2Z/ab5vg2CAOR5CI6vRyWBVzp5c2F/Q8LYVl92OreYX5MtDl4TCDSCm8ZgKy7h0qV+VZHATj25ItqrKM9F2sEFF3I2Afo+PfPRXNpOiAuYhEKAam8c9McLmHdNMaSd7Ucn+uKlLWBflCfR8IC9tuArxlg04ii4uxlsF7a4JnLOF9K26qxKvek6ywEJEQdVkwkB3DKfOR5YnCARhSjRLEq2xoIAWhDtBj5EfiIDnBfCDuyj6Jxht+kx/JPCHSD3SlzNHKM6XOdirjyVwQso67e0xuBHZ5BWymUDHNRxkpA3IhshkUAZS2Sv/HYnv7qnV8DstZlj11ddghkfcMb3pBe//rXpwc96EHDF77ZzW6Wvud7vod/CMT80R/90WGQlY4lkJbOI6YpCYG0T3ziE5lJ+8d//Mfp0Y9+dLrooovSpZdemh7zmMdoHoaWvPnNb2aA9elPf3r6zd/8Tf2c2LjEtiWG64/92I+llaTFQuvIEPPRe2+qXJJWAeyGjRqPCS1GdfJp2QB182CDOyslFQCIi554JmXRj5Q2VRoKoKgFVoKQWfR6+rCoEe+zKPI9L1BPwY2Mfu0HKAE+3H02BDsnEOfFmgpDbUZeybJZV8xlYEIMiLafvPAbwMDrKfhRyBkC++yFDsBc6ENWEIHxG0npH49F9N1YB2PGwhywIoxEtMYa3v+zT71Oz5kDJLMiGjkxBtmMvc1WDLbgHrZQ3MSwad5DlN9ufl0Az0Q5BcWqKUUhX7qwTVXSV2Ete4VVczuBoja3xqKBzOuZY8dEEjFkqf0SzjXX7GLg5nuvyNJmw3fmc1D2mpHqxjkEa0lRtFWQVUP/Ld5/LXYYsTXEKRGMhU/yr8xfdMw4h9XsmDqgmJ8FP1PYjIJ5sEreQ7Gd9ionEMYajttKOSSPE1nrsh1phVl3Q/oH54gH51rFUnvtck41XVPkdHEc4bpXnEUaQdOS3prkHZyLTjSX3LdiLq7+Lmn0QHQNBKv577gtU82ISEfJ1zYh43jN8II2LHhPC2ghOIR3abVDbJhW+gRtn2fTAQjYAa6bOUaFadwKgZfmhLl9Xf0HZtX1CTKzDnF/LMiSCBVONk4iIHNmnnogUMYZWYf4fYtcYJzRAmSWqD9mU7vjxX4UkFRActyYBaDm/xdANcqFyX87kFF0JXHCgO2qDEvfv9J2dNwgsCdtNHUBInuw2EPdPVRAYUxn5WzdidgQECua0Z3ATDW63gSqKstVdMXAsS1pWNjhoEBjg1iE0Ug4DvJ1A8ifCl/BWLT65rEH098CssqaLySxHiGtOJrMGolOA/4dnCs2hZxD/51T+fdCGIN3YPbQtS57zOqyQyDr3/zN35i/KW3Aox71qHSve90rPJ5Yp7/0S7+U/tf/+l/89wMe8ID0zne+c6hBlEeBzifwUwBWke/93u9lkJXYrASy/tM//RN/fve73332uoRib21tMRMXhViwlNZgT+kCkAUqIa9odHqmUiD4gvP56NVVRpNsLAXQ4ArWnUTRpmBNDC6o50gAKwzBEk+NB2Plmp2+mBaJh7YUnlkwq7ZeRCW0VwDYSjFsFCEImY6SqwbYCvw/2Uz89Xv5g4SdxkAEFe4qwIV42OCafbBsylW7UXI90bWWJVfSviXYBGgeZYCIQiY6mzGmWMDP+Qeea4MBgOAJp4PogX35YspKaH7v2+g/GwHdzdxdTOFfBHCTFIfA8lC9BN7u9M+mK3YPTuAcPmdpEwozZdPexTlNTPgNslm9s8Mpia25hEYUrzGoI4dpP4piKsqjrEXynjbXHVDmWPEA9sVcLk4GgWeKiMl1dAikIut0jinmR1KS1M+lC/DtU2Z/GWcc2ynXVFZOdd0WVopjfs8xBHheKjtgAmmbzjgpTOaZASKdfQdDUjl0ko2WnUkx9eGUHiyorg+OPK8EN1LM2By2ecyq5z7nNJkJ15vNmbwWIw984APH86Adx7LWZWdkJHoG9mSTmmPF+UNMI0ozZlJWtcQX0MLrBPrARBiQ0NHomuDE8+dGzDvpL+tvpZAriTh/grU7604baVfy8KP4ewhjU8aC1uS5dVHIE2g7yPktAYDWRhINrJkOlMipzfrnTbleA91OAJ+iZ2GKr5XXo8CW0WiU6Ptuo6HATRlfbFtOUwGV0Q1ZZNkA3RyJAvJvGr2scnIIu7FEE0Haigk8XqTdAGQ9eNKRTpEdp9sCey4ce58aCOZvBklrXTnUZfE7sTOYAADtKjpRvlcB0Yr9pPqcsiUnsFaONQ4YxdnKd3IfPy6BLWcKH5HMTB1meULqJXPdntMJoyQj+8YXWvJ587HN8k56xjW+YxpeX8ZSmfdwTU4XMCF4Vdqsho5YF4d16Sp4nczEo2xnuLRS4T2ksHIAeJZ+SpQo4xelPaYQb9Nu8XrqlHpAU4Zg+4SBLe2K3n10/pXrMvbh2pDTx7j+5C9yGoFWcbW1HDe67HBOVpTnPe956Wd/9mfTy1/+cmaRRjmvCAjdixAz9eDBg+krv/Irm8cIjVdA1i/+4i/miUjnUooAAlN95di//Mu/TPe///059QAJ5XklWvHpp5/OzNm9igcWw2JN1WczTB5ddMFoFZBko1H8pRWyopsNAK/CBFAbvYRHSXjDktIFBO1CrzDmfPFGc9WGoqxQGoKoAiUyp3ChN6EGrkqfE32pIqp99AxMv5wSFl2/VHdUBRy9bs5DakAsZWFlsJaByCMDbK4IeMD2yr0qwK+0n0NQGqFVEOLCx2BFdPDCTvl8Numlqy4zeZgnMJKr7tLGnS9uFcFpQKBQWZmL/rk2nrPPLzYsSwL5S65jVUw30vJg7ZW/22kXp3en29q5C302AvnTqs8H2tT1Uso1onugN5e6YLzWQW4vMSg9mBsA2FJcicE8BNHFqIjOc3N1YkHLu70HNpQ3KBusbsNc8kqqpAroecir+8K8r7zmjslh2OgbXHyCvf/obJi7p1+fNOQ0j6N+I1sCXS7K2yX38m2u7jelJch5lJdpl1K5sDLZYLTNAPkqJgytKPzYzxnlxzBMqrDKDS6eOB3s2ic5Y0fTBaSNZuaLsfNPHHnrW9+aboqy1mU7Mve+zjkyQqCm6C4KZLqoLMxZmj+w7emxM9UhmXVZ1kPEII5SEiArC/U5vJakt/J/C2GgpX+19PK5nOCkH25tTUV9YC9DwsAqhrfZi9Dwp1QGfizROeavI+HBOBboWKtPCD5b2HDyQCyrdqGhwOkApJhAj7M4dTWyCHQmdI6yrtupZ4HNFPAP96Jgvjfzr5fn6DpWLgWAONtz4CTu1BdgkBF0eg96LQ/Uc+vUk2/IoFFLWrrCYCoJc53enIyIHKybZZDK6gmlYGmLEUl/4rNFOxfeIy4NILlVFWQs6T7Qtmzmehedy+kZMmZCPvBOZ9FBCvmqOyYMyu7Uc0XHTAqQ5dRXGUAt923NvWK34Fya0gWUtmm6BQdKi/g6HfIuYLqBnni2cItMLUCo1lBxqULcNS2jNo/HUnJMSxFXmu8Mpjs7wDGw83oK0QJHrMNHwXvucrl3IaFpPm5lzbbWwDw/hiKYRXxNmgF9dq3LHru67AqrqJWTTjopPfaxj00/8RM/cVQbdN5556XPfvaznDvLCzFcSb78y79cQdZzzjmHi2xREaub3/zmDJpSuz71qU/peZR6gPIyEOP1t3/7t7mIFoGtZ5xxRvqyL/uy9Bd/8Rd7a6wAgkURmA8btwpN9koGj8CzAcuLboCLObaUtG8OyBHAS7zw6KnBEABUTNUr6DaqXo5ArcjqlFa5tmyeeC9s44jIuBh2QCeMxz8vGQPX17xbx+EloZdYQdtiQMDxDELS9+Il7z6bwST9vh1e4ZgTYNrKnFFlZjaNAihApahX877svYT8O6t6m7QiL8w1BH9ajgZlEduNjkPcI5D1pLJ2ENN4xuCT63zOpCg7pmqu3H9u8+1U2TVSvQdSkdUalrPAMYQXmeP3Mz6V8jdwLRkrTREhXvpGipXWnEUnQdg0LM4kTrCZcEQMWxVHh7u/FgL0n4OjLbwPPO+YeQttLe8QPytei3Iebo2U0JMlXYtT/KL8262cU7g3olHXmRfG0C6OweZ7tko6CnOP/VVkNalH1nLcylqXFSYZgmdt5qiRjuN7VmQfb12/sd/WkU3wfzSsC4DB/2XHVC+HteR8zI6mMF+0HAtOJL2nlxLarGDFiOOn2ocb0QMovXQBAzqbqc6up210UxeZCuZzuoWGnHfA5bKnKKOup2/M6SBROgBjWyBQ29+DtLiZ38v0AHI6++cU6PS91BIDzziMRPN6CbVlqz7urJOvd/ebnBrZDtnRd6Qa20UrBVwDBJa1QJ5la6834J2kZSgglti5bl7J9bIO3wD39d30BcpSUxcxjNOgf7lP2MnpfatS3fVA3x4WgJFmnLavZUMPvG/YB08AgDbp85HxiFIvbWK6ACB6Rc+0V1AOxwHJQwywTgXG8qE4ZwZrDgjBRz5Xx5qba4i7NMdNUidMACvPuQIyZ518yps87Ozye+qceOLZjKx12WNX9sRklZQBH/zgBznPKoGdr3zlK4erdu1FCGD9+Z//eQ7r/47v+A7+jO572WWXpb/7u7/jfKtHjhxJf/Inf5L+8A//MP3t3/4t/xD4+ulPf5qPJzYrFbqitAP3u9/90oc//OH0i7/4i1x17F3vehcX6Irkhhtu4B/8m+4VSg90M5/VIRq6cBtFzm1WvPE5YKgytqcXNAzPD4xzMqz5DrzpTqzNsC+G0RqAj5g6oQCsGqKgVH5Q7jTkBJisfpMYNaRbAHTEUlhF2HsFCnjxeumYdNtEik0BWOmH++c2aW1bpFjOtLfFwNgp44BzbMMVemKl2THzQKFRpVRCQYJwDQM0YR6rcCwCr3ZLGpuSGkAufBzb1A7zs/N1ebAe73ufdGH6nfSVGnZiAR+nkHhngX48OMcEaAue8VT4yjJZ1SuK4WeiLEV5kToOoDB/DbuFy2/1wjZyfKIzxinPxqAhj/moBGMnrNvwnfGGOrJVCpOV2QKbm/2cy9V1XYXq1rEYbrdVCiPMdlI7VtKRBKBGYV1PhV7KDyvAM0Z0FJqKbS9jJoaWdawVQxr73UqJ0QqNdAbGlFJBcoNH+VaxD06hlzbjuDXW0CGHJ99iXfhqTqj46Ac+8IF04YUXpjve8Y5cqfVEk7Uu29BlUbDgDgq+y4PMN3F0ZuDT6Wuki7Yq1qPOzOfUkQ4TOxadxoUFadodGMkOtMI+Vrov68h1OyXKaWIqWpaitHNOlLGI+6qPnHIO/NAY74XhIiA9KhXDrQM0VGB4mUOttVkADD0e7AmsEu4FwbLeHFTdcwZg1ag5IEL4PYXmvejFLSak+4xTeAlQJTnckVlMTLseIOvb7BwPywBkvcXJV6VLW/qNB9v8GLh7MRBepZtyNmB1D7A/3XgzuFtsvjw2k45CejrrOHJP6S8WI9M2FFtHnBllDCcWJ7SFviPmJDhWeqQZAdn0e5/b2T+rAliqzizXbI6P2JB+LZPfQCKBH5viLbDJWJ8DwF+Y/WizyvuLhZzwMvqeQwRC1A/QfxlvCOaaEi/UHshkG83JKlG02n8Lyofz1P/NhY0L07TkAWaWLBa3ben5OMb67ku/QfcWsFvsIceWj2ytCtMZFUwzMiNrXfbY1WX3DLJSSD7lXaWGEmhJ+VNf97rXpdvc5jZHtYGHDx9mJfiFL3xhuuUtb8n3oHQCJI985CPT4x73OL6/LHxPecpT0n/6T/+Jc6/+6q/+KhezuuKKK/g7GuCXvexl6clPfrJen65B4OqP/MiPaA5ZL5Sz9fnPf775jNIkPOy7vi7tUqglFmcBhXGD2skvIoGOZUPBAiIMVixyqAAtzKTskpJ56EAJ5Znut3tgiwGhxeFl2rj2luUhkBsopXTkSNqVcG5hKEluUjFGadMpORXp2J2bn8mbx+b1t0zphsOZjXvoQNq4oVzr9FPyIvP1t8hsJu0Lsfukr4u0cfAAt403NA45LZ7Rkg+J78kU+520ceAATZx8DN2DL1E2C/qcwBE6l67DwzONKV+H+rNN54JRQP0vLAU+hsZEqsvdcDgvuPQZLdR8z3I9+lvy0px0Ur73ke3cThm70s7z7nxOevh33T3tUiV6CWWhZ0rjRmOzdSCPCV2PASqr2NL1lycfnDy9ZAxcf6u0e/iwOU6lgEG8+bEmJjmQSgizbGTIzpCFmM6ldtKXtMlsbaYNGrPr7pjDKMomx2w1zblJigdrNCkd2eHPqa+U44nTJFx/W223tlnmFs73U07OyvCRbU4vwONN7aG5deRIHqdTT8rHXlf6L8+qqv4u70h5vvSb+nLSofz/w4dhzk/MY36XTjqUgVhqMz1TvvdWWtK9Fxtpcd0t+J2hfm6fcXJ697/k9eCzV99W///wZ5wH7yQ8Twkhp2cj4B4/n9x+nUs33DHt0jhof5wuxM9ucwqP1I25HMjGZg4/5zmPYTo0DvQu8fiXZ1HmpLRTxoaPK+kezBrhGybz8tRT0uEzD7JieuAeO2lx9Xm5H+II4bFdpI3rbjP1j6ZUeba0RlFepAXNo7IeYFiUhHHhGOQ5WJ6/N7j5vRc2TFGGqB90bVXcN3jNpHeMFLfNG7b5uefnJWtGaUcBtM+701np6//j15SQL1pftmCNLusNjR2HqO/Ye8pckLWcc+ct8thQqCdVNSVAn+YOrymilOG7Pc2X3UNbaeMIvaO3n8JFTz2ZWdaL67dTuvp8/mz7nFPTkdPyfDtwh9209eXnpt3r7mTeGZ7//L5t5zGV/QXnRPmb+rc8+QC/D/wunnJyfpaHb5vPZ4B3ysWrSrmsdf55yRosz4yNnvIO0poNobQ8Lw/kfU/W3ekekPZA2ivrocwTmjdGuZV82WVd2l2yk3UtqwvlxSc96Xd/93fTX//1X/PfJKRLkb535ZVXprvc5S7pG77hG9IP//APp3ve857H9TCvddnHpK/7/oemJa3ZLAXARN1qsWn1XHwvBYwq+yPqVrLHmT2H9uKTDmQA44YjU8hlL9UH7/HT2sDrB+lnh4+knfPP4lDRzevOS7vX3jbrG6ecxHrI7vWHUzr91Jz/9WF5L8t6KOl3EPJPbaH1iPQeWkdLeive/2m94jUQ1m3S0ekzagP1QZylNCYHD3JYuuiJQlywoBg4vVQ3KLopVJvX9VQchWV9z5Fhcm5Z22msTz6Uz73+DrmOALfnQNZlbjjMuuwjnv3VWSfGdARkQ8g+L2CVPH8DTBadQgCGotvx3ogiubZRzyYbgpy2tBfQPKF9jtpdnG/cVwF95F48v3I/eVwUQII5yD+i898+fy97T2kv6+40b6idNC9Ejy3DbqYaHU+6IrX5cN73WYeka9D8KGObTj8tLU/aSpu0f15169ynA6VPsnd6dp7oCzSep5/COvbi2lum3evvmp99GVt+FmwzlflEunjZS3m8+JnuZhuEolBYPzit0mX//Q1npqv+E83Xg6bPPG7yDm1v52dD5VWv/wIdA24722IltYQ68ic2szo12JbAeVSep9gs9HyovdfcIevwtMTccJjvu3tSnhfCxhUGMb+H/A7fNV+D7AsaL3omN9y+jKfMYVm3hJ27TOnMU9N1N6P3JaVDZy3T5ledrTYLrRvUjuWph9Li8E7avfbWE4B54ADrWtsnbaStG3bT4oZlWlx/fu7bqSfnY0j/pedc3p/8XoquWJ4bP8cjVueldYHazHNyK9tm194ujxfr6gsuxkv2C92T9Tu+Po1h0eNo3OhebJOndN6tT0mP/E9fm69B6xLdl9akMi/IHqLaEzTP2A7A91HaKGsNXZ+eH6W9OuPUtH3yZloQTnDdTsYG6Fix5WkOFvvK6Jnc52ldo7nHthc9rutumdtPeAbZC4dyTu5NGuMH3Ty/Z8W2yWuD5NUl/fogv8esK99ww6TrXn8n/v/OWacwPpKuOo/XwZ2TDuT6JzfcarLXxKaDvUrtCsBw8vuxxfNN0g5syLXofN77KHflTtrl8d3M2AzZtXx9WTsnvIf20HRwK5/DmIsjPuj6U9b4Qlaji6112eNXl90zyCpCoOYXfMEXcCGqr/iKr0h//Md/fHRallL6h3/4h/SEJzwh/eM//mP69//+33MO2Fvd6lb6PYGpkdAA/tzP/Vx64xvfyP8nNisJpQj4zu/8TnMspQsgVivlkKWUAqeeemp1PbrPs571LMNkJbD3NT/53rR97eG0e/0NvGjvHjmcFYfy0myec1besK+7jo9Z0sJOgOTBsuGRh+6kQ2lx2qn8985ln+XvNs85O6WTT2KAjGW5TMuzT0vX3+ykdPDyw+nABRdn0PRUAkKXaffyK9LOFVfyoQR20DVpYdNcmmzkbjMIxpe76up0/UPvmTavX6ZDn7wypUsuy0Dgzc5MG5/6TNq96uq0e/c7Z4P/nz7E7d68+bk5vPqaa3PbiwK3uNm5affM0/KxV1+X+3r1NXzO4tRTMohw/fX8+eLMM9LGGaendN313AZeeIoSuHH6aRmsJWD02ut5g6Ax5QXtwAG+Fi1su1dfnfuq4atZoVocOpQ2TjuVf5annZIV3Is/k3avu56vLW2X6xHIuLz6Gn5WW7e6Zdol5fTKq7ltSZ7RNdemnauvSY/8/z8wvem//3NanntW9ghefyRtXHdD2vn0JTwWm2eewW1dXnttVnQFzGbAdiNt3vr8dOQ256bFDdtpQfPlwGba+ORn0vLyKzSpfj4hg/A8btRe2kg2N/k6tKnQtRc0L8pc478ZUE083iR07uKcs/L1NjfTzpmnpgU9l09clJbXXZfnx8EyRwgQpA2G5sjJJ+XF/6qrUjp0KO3e/Jy0c/qhtHnt4bS4+LKykW6mnUsv43bSeLMiI6xjuvcdb5vH7rIrdOyovazMXHFlWpx+elre+dZ5U/3oxWnnkkv5e24/jR1P4KK8EfiI7Drqzumnp3SLm+XjLrk07dDzEgcADd+R7bR5xmkpnX9eVmDoOV1xFY8zzYudO90qLU/eSgc//tm0e9U1/I5c+ZW3Sc/8tt/m80kp/cq75f8//9sfzu/szuWX85ipEUX9JkWFng3NOTYclmlJ84YW1Fufn+fSpz+Tduj5inh2NT07egaktLPSXxwHZTx5naDrn3oKz/n8zEmhOczjSO+SgMes7NAadP0NWdklw/Oqq3juLM46M7+DV16Vdq68sigQpT8ATvP6QO/z3e6cLvuys9P2oY109gevTwc+8LG0vOKqPGdoXt/iZmn30MG08YmL085nP6t9ozVr5863TofPPpQOXnE4bX722rRx7fXcJmbJ05jRukDzWEG5PAY8ftdfr+CmGrIHD6bFKfm9z2tbfq+WV16VltdckzYOHCzOgs20uNk5/I7tHNpMBz99TVp85rPZSKX19+qr0/Ka61Txpd+P+MGvSH/2C+/Mz/HAwbQ49eS8RrPyRuvNyWnj7LOyEkprHrX92muL4UCGJSmKB3lc6HN6Hxa3umXaOec0Bkc3rz2SFp+9Ku1ecSXPDX1/6d2mteea63jcaW0gh9fi8mvS7oWfymvtmWek5R1ulQ7f/OR00ieuSssPfiQtzjw9XXO/O6fLvnCL89Od+ZGddMZ7L0rbH71QnyW9MzQveJ286mp+33ldpM92dvg58rCfdmp+b845Ox2+1Vnp4Ec/k5b0Xt/pdrw2bV5yOb+vtFbSM5B9Q0BO3u9uuMGuW/K8aA2miBZWUIuD5/Ir83tE16J1rewn6awz8np/2eX5/aF5KAYA7qPUXnpPaN8o6wSvP8iUZfBkK8+fAuo+48eflt7ylrdU+7mesyKxIDr/RJP3ve997ED+0Ic+xH/LGHsGOKVgesUrXsGFSEnHotymx7vclHXZP/7P70pHPlv2YHGmlr2X15CTT85rOOl3BSTi95Le86L/8ppCx5IBTbrVzk4+l/bIsvaS0F585PxcG+HAxVfwXiz6Hu9htJ6wM7mAOgLcAnmB9jVqy85nLk3XPvq+aevaZTr5Y1ek3QsuzHvqHW6dFpdemXYu+nTauPtd0s7JB9LWP32E98DNc8/Je+K113E/xZhnvencszKgRbrDlVennc9ezmsnr5lUKJPWHwIdbnZO2iU98+pr0/Kzl+d9jcbkjNN4XV0SyEv6/nU35DGje8m+RuNAQMKy7LvFgcTjRfssjZfoAbT2Erh01TVp95pr0oL0ZwLMSEemdtPeeOQw6xq0V27c5vz8DC+6hPUvbg/tY6TLfOay9PX/v69Of/aLf5PXabpPITewDUF6UtlTdZ8ue7LoWLQub5yd5yDti/S8eT8mvRGEjzv5ZKNn07hTm2kvoLYuCKQkW0N0KdIFCVwhPb0493hsCpjF329v5/2U5qeM92mnMSDE84t0/muv43PpGDqf58q5Z2WH4rWHWT/d/vRnwkJHJJtnn816KgGsNIdo3GlsuP3nnp11adrzv+Ru6bpbn55O+egVaeefP5j7RHv3lVdxm0W35WdL85rnbtYXeC/8wjul7TNOSgcvuCRtX/iJSV8jJwSN6bXXps2zzkzp5uem3VMO5Si4y6/KusTZZ/L8Wl58Sd5PzzgtXfWgL6x02f97+W3TG3763LR585tn3V36SM//nLOyXnPV1WnzZufy+G1/8qKsl1BfSc+5KveF7SEhoRQwWUEqmrNkn1Ffr7hS5xG/MwRsn3JK2iXSDumlH7ogbd3yFvx8dy7+dFqce07aPf9mPNaks2+LzXFVscOuuDptf+KTeW7f4TY8XlufuSrtXnRJvjfZFy76hm1UWpO+7G7pwoecnpaHUjr/rw+nk/7vhzLATXbRZz+bts6/ZTr8BeenrUuvS+nfLsjr284O9/3qr7lzuvr8zXTaRTvp5IuuT1sXXZ52yZageXFkJ2187CKe19w/Wo+o/6xrXsOfk77Gc5D0P1obi3N4cdJJ+dmfc1baudkZaXHFtWnnQx9lPXhxztlsO+ycfSrbKQc+cTnrhAxgnnIy27GsK198SX4fyRZaLNIjHnuH9Iaf/it+h/g5Eqv5ks/keUHP4Pzz0uFbnZEOfSTb9txu6icdu7nJ6xevPXT9nSWPDdkY219653T1bU9KW9fvplM/dnXavPjyvNbRvCzvQrr8StYd6V2ntYnGcHnZ5dk+LTbP5i3OS9t3Op/H6sCFl3L7aZ4fudMt07Xnn5SWBzbSKRcfTgff//G0pHvTnCc9//IrpnefcJHzbp52bnZm2rzimjwGrGuelHY+cVFanHFauv7L7pgOXnp92vjAh3gdvOH256TNa7fTgU9exusl7wv0znz2s7wesW1K81jAYZozYgcRHnH2GQzCE0BN4P/iuu20RWNw2eV5Haa16eqrU7r1LdP155/G915c8Ele39TBSHO4OJP4fvSMyTa++NPFSZltCbP+nHFGJizJ/rS7m57xn5+y1mWPU112zzlZUaig1P/9v/+X86k++MEPTq9+9av3fc0/+IM/4OJXVESLUhG8+c1vNkppT0i5JCX0kksu4b9vdrMMzJx//vlczdQLsW+pONbV9MIEcujQIc7fij8HiqdvVgIa/iz924cGaPiDy39iwpsauV0xf4oAWBgGIJ8jq7GXB8QXARqxNMUj08q3hLkjfRjIqsKbrZzvqPYuP2sVGiLj4sOIWNf3VQTn25oZHNnTypEwFOpCXk4q3iLpIXwbMK3DYChXXc1xCmloVoJHEaaanFtCe/XcILzfhOSafIvAdPFhcZCLh/rWyknczZkj7ZkO9ifX71thQOTQaBsSGIVYsRT2SB0m1pgzq7ZbxIfIRCEzPnRL2oEFnXoh0lVYZP+9ytWay+6A52GBtEjQM8tKhuT02kN6Dr3OTC6zMG+bY5PjdVo53aIwIlljq6Jj8XzQ0Kfomr0565PiC2tY5qr8LQVA+I/CXDVhVW4Nj9qhoV2LzLYSlry87zB2Zs74dAOu/VPYmwuNwnnZq5TaendMbsiB3HAr5L5a57Gy8n/+z//hiCRSSuk5nXLKKelBD3pQyPy8xS1uwccQM4BSRlFe/BNBbtK6bJTPci4FgA+F1TzcnXx6em1KezKldsmsuE7It+TUg/RFPmoo71GgT2o0lFtjZJ0w4aa7Y/s1621xpegp3yWGScO6jGMUDo/bB1xo8pSaacUcf6tIq336fHBvbbOPMZe32ackjDsK/8V8mD5NQiTVM7Ntr/YbYR72dDVhnnHqq8IYdm1HZu+e9ZvoPNTVfPqDSM/XaxHjrr7cXQ9eVM5tpNWK7NNyvWY+XbiWCT/3Kd6wjb6v8kxRX5B3qqRJMnqF2MJSdEjeBcy5r59JfuVyKqRksHaLy7eK4yLnS6h88D3mog8LXu+3MnyY+mTgetA+TU8h15AcsFhUCVNiuPtrugR5Jnh9ud1Am4wdigx6SUsm7XVz2vdLr+N/c/RBXneVCc+fR2lIGrUq4Jo5vRxFIciYlfmgtVQgxYLOl5k0Vb20EQ0xLPjucev6AseqLntUQFaS29/+9kzHffjDH773QlJF6Pxv//Zv5wJX5PknBoCXd77znZyflQpZebn00kv559a3vjX/TWkGSKn92Mc+FuZS/dd//VdWZmmw97wQupfLb+JV7idUGFFw8YPNQ3NJSngwKjq4GBllBvK8ovKLoBp9tInXg7ywLlE1bqi6GOJi4++Niqwoha2cKGUD9X3QCugRSDGqZK6y2bnnNhWDiHP4DIkwOHBT41C1joIoAKTPAdRScvRWNsF5Gyx3AKqEdKNhMmAUmDCosjGZTc73TQpfzeXPMv2FeygQXgMulSIfbKK+6vuyrns1tXN4zgT9WKUya2lLqx2h4Pqgn2G+2cWwsyJUkvC2Mh+wjd4ARLCZlVM0iG0FaT1uNM+yrB2SxqMq0NAolFfeWcklBjfmDoZODCj0pxVZR+cBGv9ofJhDYG0ThwbmCTb9dkYdFyDIP7lqbhuY7ObOSi4XouTMDvJ3T3kEweiaGw9ho7aUypHqtNDeqtCWk89p4bmbiBAo923f9m3MgKTxfvazn50uuuiiMIUSKayf+MQnGDykQqN0PCmnpEedCHKT1WVb0tv/I+PV/W0MRbNHFcArcOL224POR3tPvpYQBryTqAfeNliNuYuBk4rXbdkXg/2t2pudfQAh100plcXzPuRzPzYcTOZ01+fK6Q2py0ZE+tlzuHXPj5+xyVmJe1d0fKPqeKgjlvahPZPzqA7qZq26CdoWCVNvtAWus29Q3NuP/h6bDZD1wGerdyuTG1zdC1NnIChypvfugLWVvu0cGfIOShoFubfUcShAFhM8oiJPvvK73MMAreiECABfn9fZNNffDyrWkxgHA4DEUZ+jNSMSsbfmCqP5fst3oX6F9UKcsx3bgnlWXZvzsy//pzFoAZK+raHj25O9pnk11X+YWf+9814+w9uzLpv7kmvKuPaOkLZkjqgOm+ei1sDANpQ0iBn87VzTOwPmxOMtazmuddk9gawU6vS1X/u11eek3L3mNa9huu0DH/jAPTWIvPDPfOYzOWyLQqTIYx/J3e52N1Y0f/ZnfzZd5UJVhO772Mc+Vj+jYlk0+JRHFuUNb3hDeu9738vFr46G+IUaK1D3q9o5sKRUQsdK9MpsipTIqiGQ1Noz7jj3CiycuJmqtwsBOPDER6COWfgDZVMSgIsXqGUY+2tFC/ucYoebZwNsqNiHOA5RH8q1mh7taKMVMUofFb6SnLNtUL7FqO3OH7+RS5Gx3hwp+SjNfJKNRDYWaQfPmbjwhbZPN6KJLafzCseB75nzNu4JIClglgHA5X7Sj/I7AzQl9I7CrXTO5txSnFw/EskPjO90pyiZGjQuYfuelHgspCRtqZRdu3GbSvd6f/dco/v4JO2R08crSFHfCJRE5omM+4oGdM6/hgBxY/76seaTI4XXzsnWfIuL0JXCV63n75Xjkshf2+IdIK33N2JF7e6mhazdkuO0KP1TTlvHFBoFQSXHGucNLHuE5virjdTq3Ggs5HhZc+U9EwU7UOT7TXTHubXCGwbUf/NsBxTUtfd/EmJYfvzjH+cx/NEf/VEuMhqFm+vjWCzSt37rt2pI/fb2dvrN3/zNdLzJWpdNAXOw4QjHYz0rdNRhVq7PhUnoFHTwR+szArXSNiwwqbostFNIBBJBFYF2ujbZYkb5vLjN6vTh8yCKBAWczdEa1AWUI8Dar3meLdjaA0dtjVERMFyel4zHCBAQgOFTWyY2YKtdCk6UPb8mphSgTfLZoq6koJuMy4Bexv0rrDVxQKII8aQQBpQ0MCLRePnol0jfQCZhdK0o2imldMcDp2muzbg9VgfEyu8TIOaARW4PMPqkLRGo6WQq4jkRbxjIogg/tT0E6HLvF9vCyL4EAo/oMWVOov6gjFYPxIpEHAkBfBkAdvahDh3MLdB3tH5CoO/MAmceRFW7vIzHXEX7iJmKgKsDWrNNHlyPUh0wiAt2nS/ytBLBSAhhE3koA6zltzZoqvcSrmHYFxnfYntlvMSt+XKO2wfiCDBbfJyBfsrDqiztaXw1x7Zeu8YnLOnHYR9oCwfj1QTGG7LWZY9dXXZPOVmf+MQndr/fT06Dd7/73en9739/etSjHpVe9apXhcdQvqx73/ve6UUvelH6/u///nSPe9yD20RINAGzb33rW9PDHvaw9LSnPU3P+c//+T+n1772tek5z3kO3+O+971v+vCHP8xJccnrT3mv9iQt5aHxeaUgNNlIUD28hK7wQuU8QWhk7i6DcEooiITh2vkeE4DGYVt4PVrMie1F36Uj/XDMGRo8hnNESotnX2plVWjPrDTYcrpI0diMKoTR39qHNF9xG09H4KUoblQ9Vzfi1v2kTyQ+XFmk6U3NCscGITLYXrPxWI8uF4ryzxOUC/NM9BKZPcr5bSjsvoQzK5PVA8cMxOkHIeClrOmI5dtQJI3gWNvG6ns0bbYADPrDOVE/KCO+qio2TcbGMz3jg5vGV0958uNfeZ/lXS9KByqze/GIGsVHG9FQfNDopVtx2M40xnPPzFSal0Jg/EXALhKlrWdEoqe8VXDEXa95HTUGdsfCozQsKzCC5P7O2K+YrP4aoKjy+wXvkL01sFPn1k1hys+wuHref/Os9HgALwq1ZqX51zMku898utdI+Fpu6sae8Ibp/HTCyO/93u9pOPoq+ttDHvIQDoUnnapVOPRYlrUuOyCefd+KEppzmvq11OuyI6lDEHzEtVTaVQptLj0gUgz6CrQs11XDnH63HK/Y/7LO2ZQqVlc0KWCk/S1eS2RIV+kCHKgzJ153rb5f0cFdwAzVFbH/LVYdnuslGh/ZPxjlIn1jgH2G/ZNiW54M4h3FrEu2AQyNOvNAH5IrtG8TyDmFYCOrctqTpq17kDAhUX4zeyjnvW+pnFxYOXKYIigY2GQFsJ4lQoCdGaYumyPhyE8hdmRGYlBZncBYBOMNiOhSlpX/q/MFGLtzkTHT/bIeq6k/iv3CKZu8jortifptulz66NeI8re2Ge0uXZ8G3wf8PwCTrXQjlT3K77r0P49FU4/rpCkzEbfSJ+dY64pZ/zLb2Tx3dCpFjgjfxspREKwBQAzI6QfIzi1zr9hTG1w/wBEkWvfuOSJ6Iu/UwFq/1mWPXV12CGSlhLCrCi0OxB7dS4EAkte//vX8E8kLXvACBlm/7/u+L93xjndMv/ALv8DIMzFaKeyKkOsf+qEfSpsQFk+5pygs67nPfa5e+9xzz02Pf/zj0/Of//x029veNn1OBIFO5zHxYfsmDJ4TdC9syoDysnEuvTmlRq6j3iNYrDyTtcWUIzEMKef15zwgMwuHVzbmjjV/d/LxNUQqAbYUUV4gy//rnKEFRKoUQsd6GF0ohckpIAl4YM1mF234/NlgeIPpg1SGzSBHVzlDBZmvNXmGOURCni1XaO+Eepn2gDcQlUl4fqwMCsgzAFSHEoFtCOo6xTuH90kqjl3Iodm4PjkX/Nh5gy43gFDw7EmdMzBnFIusULlrt3LUqSKA6Tj2ifq0GNyaz9R5fzmEfac99qqoR++U9GMgBYebYxHgH16X2xAYRx2wrloTYL5EwK7PW8pKOK6t9uJwolPOI9YHANW63he/m9yva7wGz1ONPcpHXHJueeZHZvI4Zxqy3CL2l71JnM4C+xv9vyP6zHnOLWcdH2tZTS644AIeY3JOU97OVeRe97oXK6Yf+chHjvlhX+uyM7pKy6G7qhAQJ6iPriVSzAr34MXk3BWdYK4NuNcQqIq5qpmhvxmvLcCoFDAsyqVodIdIfBh0eEwjBH40/RK3N4hOQLDAs1rlOA3L7uy70T1b+4m2hyrGL/I6LGDDDMHC5OBv7dtzTC0BXaWN/nSv67FOCaCRv/7cmPA5uW+7QSi3ECc0d/1cjlfTl5m+ChDvr+l0hArA7+lPrfohjegnApSmyzbIFdiuxrugNoAc1wqFxjyXShbw+ZKB5apzDwBXeaWq96H8yDW0m420Efqe5Sm32AaySTcSCey68r7ndyPQobxEwLPcr9hH2t85B0vPxvYgrV9TsJ3GsQ9jHZ0/IjwuYp+LXQMs18aasetJMuWeOr6yB3BOVgHnA8cIOIR69oPqlPLecw5gwmLymmKitFJ5ztKuXlYIHEP/zD2W07IT1nJc6rJDICtVMV0lrFfyaO4FZP3u7/5u/hmVr//6r+efESFk+9d//df556hJtBh4Q763GPkFFvMAygupod/gkQ+vsxMzispmIs9wl6regfMvV/IEgNeFLU2FskpYMi7yLSVLPZSB56gFDOAmEG0kI168qh2yWXfy3rTE0f2NQkmgd1FKmyHfwrwUMEPCchn0AwC84a2antcKnj8Ryo3KtLfG8wHFWlnM6IXHZxGxTbyU4lIGlPKh5aI0yPXQyTAAQhomtoJ8gYIgmyltrHp58ZCD57xzv12qOone6p7ne5UUAV40D6bMiQajRfPQFbaQKHK4TlSpGgAYi5TgVah4HgwNGa0AwqFzZ9UxaThF+LoyZzrPY0pbUDTl6L33TfLHSLvn8rLp8ag4Qs6myNC3HYzDwOC9Zc8/gwnFuIL3wOw9ixWUM342znhzbTXGlDarPxbI0gjn3ajSGBluo+/goKxKLIjOP1GEKqySSO7PVYQiiKRS/bEua122IwqE7cZgRJC3UY1OYbG2nIJ8/gSOsD60GAzflnOdU4Xvx5WhJ6dWXit9RFc5nsgJgaPU5lwNwmyhDeb/UBTJp2vRnJLuPgZQLuBNc00F/bFcIG5XlPJrVemE9Gu7MYRc9MO59XyG3ayFeRTUFJthRt8sDtQK6GWWHBAU/JhhCHwPy0ddWM4DndLsuwpqB6nDIt0C02j1nJAYuWUAx+AcT9jB2x06SDGw3XapnsUkDZh3DTBS93n4u80+tKCt6YNGzUHuy2Inmbys5IwR3RKdMBrNN9mvJjJKSNH6ShewS8a28S6J44YjSCXMW+xoyGNK0aOzq1e1jghg6Z+rs9dkXuF3c9euxmUCJ40zwqe5E6fN5lS3hdNv0Bgw0DyYU7h1jHzMkbN+XjecCW7eafu9zlqicf3aPRUuA9BbJKjpYYhPgJ8wOUfmAc5bXmYmRrKOsR+S4LMqX7Zrl3lWQ+kC1rrssarLDoGsRLn1G+UVV1zB+U0pqT/lT13LYOiHftxh4YAyyiCYz8kqoNuMF1nyNPJdIcxqg0KhYdEhkI2APF5U5VhdvAKWa30jbXdvDIRmrxtidJ0VK6FXsiqgU4XrO6XQA1UrrmacDwnSIXAY/2aHBYFAIiHqvY2hJepdHmA3gtKseT3VSwxGUGtcEUwWcBcUowoc5M/h78E+SQ6sLgsR2xgpNsjOlTa1puyBRg5aL6KUemV0lXkoAGtk1BTlLmwmAuL4DlZszOVMgn9co0rz1fsPYJ/kH1tguLh0F7zSks+M1pnRIhM98WyAYtCa583tDM7zMXQrgr5cRRojEaI54fPnsXJnG2OMcPyM2x4VaQC2iqwhlJaD7PoNSB0TzbnGvDXPXXLXoSMsWttwD5kD5SF9yeQAmMZP0oscFTHhehLiVlhwg3tGzmO19yacSCArOaA/+clPpssuu2zlc8XrT9c41mWty+5RRtZMWIss8cCG4fOa6kEvuM9c6hw9j9ZFcj75tbK156C+ofm6nWEd6Xji0HSpBuJohaKzcSh63Idq3/JsVe+QluPkGMlBig5IL7I/wr3qAqoNRxgfDFEq2DfZi+T8UQdkJF4vQcd+6QMDobjGN6JtGPwUXZUjr1w/PXjl+4XfYaolyUPpC4jxPCuHSQg09iMCVxAA9Cw+rHshH4r+50P6Qa/fHdBlNw4cSLuH6yJ5+X4uJys6WTStQrEPWgAyMqpdeH819gEYnHNfkmKzqTlX1f7FsQGHNM9/apq8P1HqtBLmnsFMN9/NuxWMCx1CwNo2pIxoAOPWsYzgZo/aOK0fNWNZBgbqZYTzqQHo+cgv0Y09E5VPmAowi33O+e0FUJa6MJFtzv2cW6cnYJr7i2uIdE2cZJh2LGKbuiiIKcJO5qgbE7mudwixngiYhBsP2qjUGbi9w6njeC5qzl9hLk9j1E1VIJeWtqxg944SYda67LGryw6DrF6oEwSyUrj90SoadSKJVaRs2Dtv3NE5uNgK45GkhG8bby2DO7AZY3hWOScMtUFWJIJhRIdHkSYXRVavBcqe5HGpQlfMdYKNAW+FCqZjfhkvt/tsVooSKhW8aUEPWWV4fwOu1l40XbBx3BohuQqqmLxhtDAXZaInCkwGOakCxW0Cxae25pysWQFCRif2R5UNVkonVoYoTpyPJpUcXF4x9aEwpnBaYU+jgo/KeQH2m2F9LfGKbsRG6OUhww2X34uyMQeye6iENsp5rJPNALyVwRgYKqY5Al45Jc6LzDP0fupcBKUTFQZ5ZuJxzY1stkXOMeJ1RAFZI4MNAEYNaxq5Z0cUbK5C4wYUFACdu2vG3LU6jizjKFPmh+Rzq3NoKdPLXD/IPSZKqTrV8ruTCzGUJgvIGq1ZI4qZ5CNe7hVQaTCBRJml/YtZZnYe5MJm9fVnU0CUsWNgX+4rIcjMculEQDQkv0L7Y1mfKPKlX/qlXGX1L//yL1c678orr0xvectb+PkdD872tS7bENENA9003Pdk/z0iTo0gwqBVKFCM+p7zdkSAyTqF9C5yPvWi7xmdGusStABQYcwOrCMT61KaEzCyBtcINKZlH/cgKRbaUUASI1ek/aLLr+jgnHWAMcPNsZpH1tuWMxAFACABFPEoq9s08nqKXilsMNHDdS+e5tzsfrN0DmZMQ+bSgGVGtqT0cQxaCCE30ng2Jp2ZcQrM5OQsqeWuXR5OpywO2u9OOpR2r74G2hXo3cgeZLug6JtCsjlypLbftG+FPCMiuioCwZ6d6CIcyfHCTNbCYGUb2etuPtWajJeJYPcAozBZLTCnRdxEuN/oTJdzITKLnrGCte45RHpmS2/VtjindwGRJfSc3uMNPAfAxQocNGtPPUey7eoiq8SxVB08Eas2tunHrtshu9r/7VnC6AyA6ElhGtvrAF7hiQ2IgwjTtEQvZPbxBNaKHm4YsNHa40FzDe0vP1SUDaNP5d5km0sag9Za7wFhxQ5KMWa3DlUFJQdlrcseu7rsUaAZrcVL5ZkiKS9U/QQcKMPnSIXEqdK75mQ14UNz+VCdV1jYS1sQekpSmKxRmySXUgWqYf/Mj/NktvJItq6DQC4qlntJFRDJKiHSjdBeXVABNGka3MpkLR5bVuJdCLNs/D7sHEG1HhgUjSfkCZrvp2NW6PmwqUp+4Oh0BGERNEIQunj/tRrrXK7OXluRFWsKCjmFRBRkYBKbeVo25kiWc0xWZeJCH+T+K3gqDWDf6W/dQCywMFXarHLhzt6/TreQFTLfTGkntCnooylaUIyeEKSfbZd9723eNQlNDcJYSxum3ElBOgmdMzB35O+KlQrvUC//KRZRK3PPhtC1IwIqBa1y5kwGQQ5hA6NB2ixpXcDA7Aq/L0E7cLii9WMkfYKGAO6MHesYOV5aFceNHA3G9E1YHvOYx6gn/6UvfenweT/4gz/IufBJHvnIR37O2reW40ACh4/JfaqMKNgfcP+UNbKhi5r7iB7AuiyAoj56wuW+Y2eviOauB2BMwcsaNKkBn5aHdtLZjV6Luc1b+oGL2tCiqS5KIE6B4/THkT0Xne1zeeUrHaunH9n+ecBYrxG1x3/UJXG4SuoYPTVdYCqoRH9qhFBDhxEdyEexiJD+gQCdsPN8KorG+Bh9GUFcaK/2RY7xAI8HjEpo94U7NWN196SDbVDQgY9Wt27MCQ/OuTD3CihCXdyMWwHQlMlaojWFNahh+tO4ig01hXTntSUTS/I1+DhlAUtle+x7TQLBceRf4tDeLgQnElccGsfSMOF5jGb0Hhx7HyJu0rS51By4PkT2v84Nd01XXFULDKPNLuMN0av83nCofMNujwTxA0OiErwB2fDB89HrAItX7g/zVddjjF7APkoRMbSVYFzNOhoAzmynlzQWeW6Cg9CA3ohddMYIrh8SLnD8sC1zc2ktx7Quu7ZMPleCC4T38ITHQwisAI20EQpFXcA9Bi5qhaVizoJCawxYWly4cjpUtQ6YrFNRLKc8+IU+d7AJ+EYhM+Hn3uN7NBI++wXUG/QR+IOh7ziuUWg2VN6MlEhkNyoLFvJ4lcbU50x/2N8jgKTk2jFGTeBxBDan5nzFFAMYXt9T2BEIwmvjRiL5vrQ/Mt9jRq9uqL5fPty657TwIdjqKQcAjp5Lg2i6c6gNKocic2E/zByRCBhEw6Acg+kd9Dxkxc4xG919LBMHGDMiMk88M0W+g/OUEXUUwC9jqOeGhmwWD5iPMA1n2TswBoZZgmuEgr7lbxmDcv50YMPQRBBChA0PMVoktL8o/hxCWcIUZ9nJAZssaMvIOFQShm6KsVPGTcItR69Z3QMB8A44sYf3bvco/Jwo8oQnPCF94Rd+IT+zH/iBH+AopZ5cfPHFnCqKCknRHKTwqqc97Wk3WnvXcpRF1hK/XlT1BZZ1nn5kqaHjNGLlSI5AZZ6u0EavexIYwJXTJ0cVM6RIvxXhCK+JTIDh93Eu/YbOVIXZOqO/ijBxIF2vT639WfWy+XYaMAPb03P2eh1pZg/gtEUwhiFDs9WPiExiIuMsgFK31emZKALUkUhRYGTFhn1t7SPwOeocoseKPgzkiQz2l6DQUNdGPRTsKv7ej4nUrSiRXgVkw7DtMO/j5oLD2z++fUY9dASywjnTmATzCvVGSYPQmBfGcYLPEvoy5bksx0XRawKqCkgq/xdbybA5A6BR8rQG761xSjNjdtIhJzalG4cy5lT0auMI5IDFuhPTYE5jGaW/iERZkqX9aF8zk3cC0SVs37AxI0GCln42rQkT2AjPqAUKQo0WassCmazyPKJ1qQswFr0YyV7yfMQB4lJ5sbPDE9ZwDJRhvJmfpTDgdTwnR5pZq/y774hdJpWMzEOO9IS558gGyniWsW3powLwNx2BnfQQHVnrsseuLrsGWT9XgqwmHypB0lFO1Dil0HJaIDQROIAM+UC7sFXJnGFTESkvOAIBBNqqx9yDLb5AkRdeiOKQ104H6/7KtYxnTTyEjmo/lIDbHdsCb3sgUOURh4IGM+fruEsCcXp2kq90OcDwEmDSg2sjUsasKgrg+pIvjLlxps1L2bYOZG22AzynVjEFgwvPpTmIRk9PEMjGzyqDULzXLncP9hkAQHoulOOSQqy8LAlkHRXPaF1F3DsTsjZ6BkoE0NkLxozE6B0CoJQ9+f6SCMz5/srYQ04tbXvnGU/AKeRjaoXUt9oSifdey3UCsL4rXgFrCfYTPdtyDVEu3Ro9sRecIYagMa0hBSwgQ4rmLIdYcZgivlMdVn1j/PQexYA0KVEiB1l1nXrPMc6k4Pma/7eq4Q4qmOZ9WRFozXms9vdzosjm5mZ61atelc4444x0+PDh9B//439MX/RFX5S+67u+S4/5q7/6q/TMZz4zPfShD023u93t0h/8wR/ws1ssFuk3fuM3+Ny1HMfSWxcHIjNCBzGscaobmHVhwHHa268ObOW9ioCA8tnuVjHgvRMKmazi7A90hJwjshEd5I41QAVGVggbNmK8IqA2JyY6YopYqc6Piim1iitVTMNc+wHHqtqDBRhAgFXaNdOPrOcN6FMISnvQo3uem08YhYLfN+Zc3WBXfJhDkoFswmNNen25Df2O+tiyiVCv7+xzOn8VXMQ0EbVdR6HdHzp8i3p4Tt6qbSgcHwGPHTGkilgy4GagT/rcrvquYwGrzTgnPUW90DtHYFaJgDE6pCkA7W07cGgIECYh4+KU9ryFTu7mzGQuOVnlngXI1vtFNiyuGcFzt+xRyMkq48z5UQtrsjjRTRtRFy2RrVVak5bdg+uH07+q48rYsL5JRa9KXtrdHus6ml/54PxLxowdFHb+sy7rh6vxjhowE+cHYhqQOkUBa6fHGya5B+2lP2Sn03ykdAE8L2HtxXdbnIahHhs4BUr/ugSJFclma1322NVlh3KyrmUPogb1OCOzSqzPL7R44DrFAuR+sMiHhqucx4WvII9V8eqx186HtQoQ5vO5eAmACJO8HI+LMrTjYreCB2dIBOToMfdGREG6qRDCXEv5GBpOVdo6zAU9CcKY92jI69j3FGDecG1xBc2Hhblcif08B0yhNxa9pcj8459ya8o3RJt5VPUUBUFaVUb6iin/duCy9wSrwrDc5RCrL3B5rHYOdkKSI9CzvO86TpI/cvD116JS8Ze6KZvsui4fK+cSGjEkZtIg5GM6p3vD2Hmbed6g979KutS694whhvMKi4VV7AKn2O9HfN7hyPiWNsH9c6XkmfcPAfPKGQR90jW4GA1U+Kowsc1aMZqigu9N8628jj43NXbfV2UdFCmi0GZp9d/juM2LOvc4f16MEc9yWctKcq973Su96U1vSo997GPTxz72sfTBD36Qf2RNfcc73sE/uH6ecsoprJQ++tGPXo/2iSpz6Tk8e6rL4ArW5iqaaEzn4b1Wqo7vCEDgU19NaVwYJIn0FG2fMLUCx5cABL4vYcMATHafT+3qOQgh2mDEid6QWf3W6wqY7kh+8zEYvhywUPcaQnyUROsl8JxYKPvPfM/tpXv3I7OQETyx32oygIS9KwNPqpuX+a355PlandQOyNDlCJUAXGT7xXTIfl+uR3389BECBz5pbrU8tJkWvXey2pft+9MUJMEg+BSRU7hQFdanAN1c5jLWHhEGoaZBcsB3o/1+7DLQBmuS5DOdcf5zpCflI2VyzM6Um7blfI7a45iz2m8JVY+cIYaUFThZyMaQuaVrkmN8Rn3x4yZtCMTkTOVUAY26Ab7WB4DG1ZX9eq+kDP4yz5HonXD98OOfn2Vh2EPfzPGOZVy1rxXVwHsBFGXzqbLw/wX0HmafNvKfz5FS1nL86bJrJutRkOrF2ugooA32XegJl0rJsuEUUHTK/dcAEsqCaLzNfP28eJKnP3uQineUgZD6JWdbFtlXETNWNtlo82n1U9pumuw8Ti0FtQVahOFcjh0WHYugnG9vxUyDvkYLovf4CgtYFAQNaekAAQDk6aZTnkGkNIfMR2SLVADUsjkGlac6YLJW15F+4/diRIlSpSkDZF5ByEgQfh1JFcoY5VQyhl/w/GVcJN8TNWF7N334yDnV/XYOzbEdrDOiSqQ/IqNGysYMW1GflUsX4O/TA+FQ8dE8SfX7k59d4ImFc3E9iFKbVH0ynwdsEGVvLG1alSDsxzAxG/lDbbsjAAEAS1TQWmxlLUom63K9HikrpaU4euH1QvI+S/TBxGRVLbGA+dpuvuY80GgMnhGDvLXXtI6VsL8AaD7aRjZf06w/g+08hvIF3PnOd053vOMdm99/+tOf1jnU+vmqr/qqfbfjvve9b3rf+97HBaIobErz3bkfUkgppIqOpfCstRzngg5RlLl3Fd9t3OchlZKyHUX3KYBXuLeNrA2ss5Z1UVJfiS5L+hYxWeW6GIXFe3T+u2kMCyNtZA3xLCVkeSJzzB83uv7BnuyjvaYwbNnvgfWI9+jcq0o3NMLwdNcbAhUK83MCcWtmJOmxhr04qiOhXp4kuiNOY1M5oFv6UJRmSQtbAagqupiEdQc2Tjg+kHpA7A6TisiHHaM+j9Ex7pqky370unOr222fDEVc3ZhEuTwlwkzfsd4cgudm0iqx09PmTmXAMwqT1rDs4jww+YxLeLXMNbGJtQv1/fXyzDAkRmpk30ERt8p+lyKjxOLcmdjomhc/AuTqInRNEfsW56OMFxdGngptde0uZ+OY2imowxampRAx9Fhptxdh+ZYIAY4SQNvV7xWY/xU/w/VC2ioALrc161AMZtOp+A7oNWp7YFoLJUUIrC1Q+yZHJEz6ewhsY//dvOK/t7dLJDGks5DzJDIOGbPmURWbCR0KZQxM3tswBcqKTqy1LnvM6rJDTNa3v/3t1WeXXHIJ/37/+9+fTjvttPC8BzzgAemmKkbB9BT9+AQLwspiUhZHzieJikR0fitfkVZ+zddnRZReSvX+u3QBoJiqMd4ukj7lPwq9fAEzyoOMqDh4oG8OvI0kuqcoq+hh9rlRRq4rCsFMMZvquUr+nREmqzl3j34Q72EOjyleVWKVmvOKoSHhEQKU9a4FirOOsbAvRTFFpjZds5PvKb5HcCyd70OGUfEOwrARNFsc2U3/esMt08NP+ai57PYcyOrb4IDkWSnvJc9NucbOzDwwVdTLODfAr8ygLopbtx2BgSUVP/2pALA2n5uC2POGG7dfi1IT67fdVh0n7RuNFyhbEWN+UOYARrNmNJ9/TguS8wMCyIzPpjVmPm8pMjr4XSnvCYevCZNVrpkHsMoHjMBw1WE3T8WY4vNm1lvNGRf3RQ0tBFTw+eJ+NLK2I4BdgITdFhjU26PCxu4z5J+bvn+k9R/+4R/Shz/84XSHO9yhecw//dM/8e9zzz033fa2tw2Puetd75qOhlCoFCmmz33uc9Pf//3fc/s+85nP8HfnnHNO+uIv/uJ0n/vcJx086KpYHwey1mX3IKFjabX3BqOakHnYkipqIxIiDBzYzHn9CAjYLbos6TMU5gpV5HM+wAL2UfSMgCKiY3qHegFzlPVUcunldcw6MM0arwBK0Z+8fuLHhYEnCzbOjqwJG85rsQn1hwikWWGGYRAdEokAAyWN2VzUgNFtBtuiEQ5ROLpIBTyVtAx8LxeVQf+NSCAV2CfzwAKs8jwwtZXZa3lykSW9lUPdd11klkSHQT82Nrb4enn7KM9SomSorWJ/eYCK9iokP+BMobm+vZs+dV0d5rp9cr1fNlnQ1E/ZR0XPC8fbzlvrbIG8kshc5/ezMH6lfwgsau7LnC6AQ/VpXMGW3qXnhM8miIqkzxdbE1OS1wI5TO7tGe8KoJdQebqGsFglvRjP/cC+LM59BuNwfFvkK5f2g+xtBfU4vQF9LyQnIMD0mPFRSocyZpYgRGvSlgWu9VgBLTMAnUHqDDQbJmsj6kklsomdY02IYpoCUfTG3jqBuZfxuvQsyZ7UZ1t0YrGP5Bn59stlsW/4ebnXxibNy+2066IuK1ZrkLqxadNEtuJIjYWWrHXZY1aXHQJZH/jABzYf/o/+6I82z9uJ6NAnsgSMs/qQorT1lEx5YT1Q6wGRVj47Sa4cveDshc05QnXRQaXBAyjFg2sA1MgDKv/HseAFMOifZ2+ZcAsIp6iGZQ4wwnw9NdBaLXhzi1pkzGvoxKTcNttl2IGT52RkGZ1YrOUeLW9XdDEI+zcGBPQhbIdTBs1867H/UIkONn4FuDWnVXBNve0KG/dsKFOjP9BOUsI+dfjM+vTWmivPE9MCCPDTYjaPSpRDzTNTUCT0Cfo6Or/C9Uc8q8UrGhrC8twqZvE0zw1ruwfIjoqGmeJ8rFOxaJXSJY5NEA7Xe+dd6gMLknaeJ78D03nGEBbFtrDRzajyvATWB9zbv3+cJ0zAAw5lAnB/TkrFXQUIMD0FvouR3YxtHBEJs4rCpwo7wYzDSG7CkZQNKxZZ24v/zp+/X7n22mvT93zP98weR85skh/+4R9OP/ZjP5ZuDKFndO9735t/ThRZ67IryLDDUNYpcQaBk0+ZZ4VBCo5B1on8LQTsG7EdSv5VW3Qk60p6WWSy9sA+CsN1QHC/yw6k8nkK1cm0Bye5d8ztDOTrE3BxlUXJOb0mx6yQQtyNy55hRjDMOdoBDxoh49qOOcYlXhYjNzDSJpq3I9F2vv0IJCOhwkctyd+jLF9kKIb7bSGFKMMRAOSWzcf1BZbp8utPjqOyOoC4Aba4n0CKCPLI27Y63ay0Rb8TkZQHwLZGIpLmKZVc7p7tqffK76n5LBJTWMnpsqyfUD/lGrVdmBmWmdyk4KkUh45AOQTHR8SwKpEwUFi/AfkByUJNaehoCmb6NocHFwCa1NZS9Kqac1H6j+DemPu06pMU5OKxcPqbZ1D7uYS2TmWLgB0lhI9G+jBd8/13uKdQjmAC39WehjkobRTCWks8RqL2o7elg0i+AVnrsseuLjsEsn7nd37n3hH2E11aQGaRXfT6zRmBolwKCEb/5401LxRV4atWe2Qz0EbYnEpcGEAWoKLosidIPNq4WbBXazOlI0eai7IJXep5brh9y0mRk/bmiwAw0rnHiMyCscGmOnTZvCCjx5JBNsYghOUAY0FCXjYufDUpD1Vf+G9geMECzIaIbFaR57VqpGNNcz6hYPMXJcaHpCEDLVq5I+W78u6Dx1Da6ZRfMoQ4D3A3F2mZ+9BnHssIOHYbeqiMqkd3+nxxeJkuuDYIsToJAKgeiC4ifSn9Hl4vW+Hi8p0Bpx3jUM+HPJ7asUlxw4T1uyN+L8bIGkoDAnPBecL0FgXIsKRnpPJiV+krREEpuTnLeHsGveaf8k6fSEbCYXv5nMpnJm8Ysh28Ia7jNymRYYgkOkhQKaV0AaA0awoCNIZWMCT5feIQwWJo71dbK/ORGaJojNA9FiXdDORLWwVg1bXCs8P2kP/88ynXXXdd+tSnPpXe+c53pp/5mZ9J//zP/zwMst797ne/EVp44spal+2IB1sKk3MYbJ3JC5hz0zfArrk9sKyJtjr4RmaylqKi/L1EZcleyeCXtC/n6xSSQ+TQVUakcerFens35YDuP7bIqQEG7I3r68A6uWvOn0Az1Zdd1FOT8Y9NhpzuCn5GYMx00WxbHFnRwySsLWSChiH9MxF/PiqPBPJ58vJ/wI1t6SM/V9HbQXeoxLNHRbBIa4mA471IGYeT/qfzCnUz3y/cb6E/xkkO+7l+HoGPso8fXqbLrz25rcuG4+n+z0C9c762olZMlBgyiTFf/pQugBcAGkcFqEr/xDYivRHS5E1MaDmObOjonW3PRU6txGzmwhbWLxpzsPSbSUjC4iyEAbbxGvoROmhQj43qMuziMyzvLTNySy0DZrLKOynzojCqJ1tb3lvoj+kCOjNcmrvSx5ZsIDOU0wVQUbJSjAxYwvUg9PNUG9KA+Cvo+pyaAUP/G2Q1nUeeOFHaW46f0gU07MAqvV1jLyr6Kz93YrNiugB3POatraLyeF3DvTVHvine49tDf+9sz0YKHAuy1mWPEsj627/92yOHrQVlr2He6N3jmjHZMI3CDzT3E0mVnzBYjEQx5VAA3BingkS8wNIGh6EiXmlZBSwaMaIRkPAg7Og1pItFITVJuRt5V6rQoo63TsA5DldB0LoBOur1ZUNhxRTyucj5AfNzujZ4/1cRDEcZAU0iRqmA/D0mpZ5ui2dVSpcwqxFkhZw0YfvNDVx+H7hv1TOvuEWXh/Eg7/+l1586zmSNDBiZB5J/tyd7AbAg7DFmabTBqtAQbDFDNjbSUvJR9Zyy0gQEDEWxMeFJ/SIT2vaZ+V0rSY1r+jUyUMb2I23DDPrPADUwmQbaXLFYSUQRl1Qdwq4QcBXABv09E5pq2+zW/FYIGLAGIjaBaYN0ScL4JE9ib85HYDRILlAx8Nz2wJaWiqx7lb1i0RSidMEFF6x0jqQLuMc97rG3m66FZa3LNgQdeSMShZumdlQNkwyE1Sl7gywnDdBipA2sR9C6T2CItF8Mbv4/pL6S3JnShkZ782+rPzQjRHz6FGGvzhWKjYDDnii71Iag817jneijC5MHagrYY8Ko5SuJptoL2cYDWvvchyvxUS69Y5wjmoooRhFuKh5oj3QaKRws38+Bx85xiu3J97BhzWrnoVLGxxSgthxHrMPrryeUuQZZe0BkCM4LuDeyr/IcBia4m4+GLRg8e9UtCsCqxCQBLTWSsrxb8O62w7EnfXRjmXXaSNeth8KxLJlUs1PA3mLqGQBNUlIEgF4UReXPlc/Z1JrmKKtPMk8wD6ivO+FWpZDtKo5/6RcypFtECgUqIUdseGzAdOZ11qVVCezQrCuX3Lm77ToPsw59vy7J/NOUcXHhLr0GHe6/K/NR7eCdhSVXlXOlAF7Tzm4yrRuOnj2SGde67LErQ7sdFVSQSlx7kbe+9a2chPZEkyrRs/zXA0KDHglbvAPCLXcx8TQu4m0QqReqskueqJLnNTNZC0Oo/GxQHhy5lgAIjcp5mozcKaW2YzUAHOWx0k2mtRjOXV8N9viw8DmE3n7HksLzPcMBw58CJplWaUSWaE/8JiMAnjwHx1iYE803UzFW2zm1sqe1PKNRhb2hmE8hR9P8Ylxjw7EDWqLV01fJdyrzaPKIS5+yl3jK4Une/89ce0p1iZ1DAxueFEMQsN6/93NGiQHhOjmVcBz18wnIq96lcr1ucvueFHZMBLRqnqhIQRUGMRYOGX1mrTkNOZUq5wYrrbhOTixS9PibfHUtFo3ezynBwfw3jFsZCyxwJ2ti1EcEZNXQwhy2JRTJFPMQhXfJ6QLoR0FW9rJD4v8R8YYTghGRMg2fVWBr6oSyNtZyw/qV6+uXzhjF/5dnd9Siaphtu8+fPYKsVP1Ufu5yl7sMMVlPOukkLpC1lr3LWpfdo2iuzMa7yn8Lo7/jPMV3XozrVUXWos2NtDwA6QJKQSz+KfqFKUgk4cqmTX6tW7Z12ShEuNXPwswL84W7e1dAUQR+ADgc6va9AkVhX1xxLr4G6C+RcwujjiACbQ5M1j3XgZP+vHocRsFilwPeP2PNvwtgU6+tuXHtKBSj15d5RQXYKrA7KBTsn5Uwh6Fwj0Ye4ViXPKU9vX3jyE7aubbmTe3U5NbpuvUATMBR6XO437roKST8yPO2bL5i4/k0C9yOiUikeWmRZY3tNWuIKyxn5nJ5PhQMyjlZAyAdIz4dy1XYlZyHU3S5kq4hXDNKP4aktNM4ylWXBVsfQW7Qp4z+iWOuQ12TsRiwnmmfnkc5YikCjUBEShfAeXKtTRzPicZcF1KA3B6BbL4H2Khz6Smi0H6aazgm8m4yGzmwp/z/ewQVAv35Z3IARP3TwliDxV3DIrh4vVVlrcse30zWBz3oQekhD3lIut/97pee9KQnpUc/+tHpzDPrPIa+MNarX/3q9MpXvjL94z/+Y/qRH/mRdMIKhEQ2vxMZ8Aza8HsIr8AFYwSwk+O4HUUBLeFUCwGdlLdfjidFgdMUSHsHWUKejdVUtINQb8OQmkmrMAf6+dwvnQU7XOiKV7YppIBLCD6DhW0GiA2hxxyNYywNwwBoAQsRE0LvI2zC/v0UKzCM39xewwhGr6sP1zUXdCw3eeaYRkP6hhVne3mjIu+/egMb4L8wAbFdhum4mxZHdtK11xOiGoGsnTZF4TmreGG1DQOAVYJwtMa7sVI6jUggfJ2mC1+ucU12yjTCrXKIzuQ9zoD6CkAr5qBzRSiqfEYo+G4VZdQUEWmsA13QNQIBOyFm+h6Rcg4MVdsOx073c1T7A2G1yJLl8S3GmXwHFea7xWJKyL5th88R11E8VzF6Ob8eAAL4XLEwxty8xecGIZn1cZ0Q0GNM3vCGN5i/3/a2t6Wv/dqvbR5/4YUXpiuuuILzSRGj9bd+67c4iT+NHRW7In3sUY961Dql04CsddmO+HVanUJ7MPx8fsqSE7pZFCZa2+fCx4txzQY86cbFuDa5pjG6BNa50FmEjK053bqly6EzCnTZLpNwVcFQ7AiQG0WuK9LAnMMb8o6v0k4fZYEFUT0jcMUQWbSVJLVWq34BFpNs2jSN/d2GX4ttUS4d6RAthrI4v3VPL86Gzr42hdzXNgRGVRHIunFDfc+dKCorKrAl/UdSxgBJQCNXIttJdDFMk4HvoxyjcxGeETqZpQD0ctCmLJJTaQTHtEgboHMywAgOfNLvmumUJEUSXqMzZmE6EiQozOpFYFehyJpjCBllfTSnu/mmZJaSX5ivD+BhB9wPcyxHTa7AaQBC5dKd+Wb2De+MZyegs/ldHuYwGgGfWysKg+Y2pgqIIsag5krQcLBdSzFEaaexGeEZHAepAkjWuuxRAllf+MIXpv/wH/4DF7l62tOelr7ru76L2Rf3vOc90y1ucQsGXGlyXX755Zxr7L3vfW/66Ec/yhW7vv3bvz39wR/8Qbrd7W6XbjKyCutOXiwHMGg4kBjFWiwAzm0txKLoud/StuXmRtqkz8hDhTOAldLJ44zs1rjpxfuGm+RQeMku5OgqOaaAPclet8oT6gDA3m0CMM2Oj8sZqm0KNqIAeNQQA3leYoxERQo8a2tVQeVupvpr6D1rgMazSj97PgP2dLlPN8TKt502sSqko+RXbYFc8Iy5X3OsUO+hVMXAenhVSRIP6+HtdMN1EZO1FAraaY/thjfmVDkBBbjdYmhvD2hFJmvO/yt9qapmrnrtQPL4QNg/ijK2I4O8vMOikOo4Hy3WoQu9jyIFhH2LbQ/yZO1ZeoaZeM+FVRUx/0G5slEL5VhMPVK8/OYK5BSjHFalcGG+oWNSQ59nBY0dZLJGwMHGYPirdCmaPwLySpt1PZ1pr2cOu+JXIXtuYP8dsWXmzr8xRFIFfPKTn2SgdRuq3P71X/91esUrXpEe/OAHpz/+4z+edX7f1GWty87IjE45K5GjsYClntmmRU8EXIFCmbN3K6mvlgfKWsjvBFXNLuCXrBNbE+iqKbB6Io6xnZKPtuTaD0V0RgDUdI10umx4rvyeW6pEn5iLjovYbMsVCnhpUcKsc1TO9f1EEAhAiwWkesfGjYVjwFGHaR0C3cQUB4VrdPOyRsxH0e283VBqWjQZn/4Zy/mtDQgZjnIMEzsmwN48N5kXR7bT4rq6DTsniy5rjROeI77InGcczwGtkUS5fbEQahETaVVsSAYZIc2QuXOUSi5yhG9Mz3bB4Czppq6NGlEX2y0cws4gq9TSKOCYtHdVQf1E+ibjj9fVMQiuEa0luwMpTdxxLJGt6p1XyuQEprjkFwWyQBWB63U9afsS/y55WOlSpNOW8c1RWe05Z1IkQl9yQb5SFFbY0gwQDzyrgltUNq2yozPOofc2rNmSsoOIFas40jD3LObw3eMau9Zlj3OQlYQA1T/7sz9L//Zv/5Ze/vKXcwqAP/mTP0lHqCASCAGrFJL13d/93enJT35yOu+889IJLU7ZqYu37MESA6VTgVIEiJStFYAYPe9/2VgkFMBs3BL9yJvstBka5lxrEYFwfwaBRDHFxcPnN3XnY2g6JhHXv4fHDas2dhRklADwMGftOgXcK6atGCQDfAA7YhUQRAG2ccU0ChfRttKPZwa2JAJKeu0M86kGG2bZFEMG3yrSY0srk7WTcoI3+p20e33t/V8ecqCXaT+FKGLoOiikK7bdsByjflTnBO2JFA/D8sC52ql8JUauwTOdIhDl7gMGrFbZlHVrdEx6+USxyAe0azdgspj3P5qLzfuDsVHeVQY5B97VKS1G7gOfFxjBlQKlRQ0XleOqYnuVolfCZFVWDiumAxWA+X507QCMlLDacp/4GvNrhrLVxKj04ZbY71YbWyLOGvT271d4Au3vfAI8r7zyynTo0MSGp//j3/sVKXpF0UHPetaz0tOf/nR2Wn/iE59Iv/Zrv5Ze/OIXp7/8y79MT3jCE9LrXve6o3bfE1XWuuyMlHcx50NefU9rXhNTaqFuMadj1JVj8q+SGoB1NqjILX5VBgoI2VuIbuuYgY17KdCzSrVwo1dMjFipq7CKTIWcGimycLwMYSBiUzbGFwsSiYjO3gRfGqH4c+LW+yaQgOzPVtoYtnmAmCJ69ZwuK2BnQ1fS+7TaJuBjMJbKZBV2anHOt/OFAgkHmLWZ3VsK4aBATY4WeJ5BwZ20OLIxy2T1NpF5HqwjFDawJ3j0xEXseCeyicpx88wTBizDeTBFR9gmYb4CoDkq8m4IWWPuVsJ4dHbviAgbWdOaFV22Yn7qCcDUnFujtD7HqM0J9S+42DY91ylPbth21R0H2P9k87GeWGzooi+buTFCpvH2wjTxrEMkIE9Vz41zsu42dVnu9xxYK0Sz6HMvEZu70TY9fk7WuuzxD7KKEIP1BS94Af//hhtuYOYqKf+LxSLd/OY3T7e85S0ZaL1Ji2fW7JXy4gFcXozKH6pcNHIxtfJtQuVAVkz94kIGN23q3Afoz0w7NTxqVDHFkFL0TrbYsFWogQ17VQAmBKY6mzPmUe08J6v41oqpAC1HjdzkFD5RWla+fkupnAlT1/6Oev+r24JSE22c4kUe2UAKOKxhYJHH0b9v3tsvx2Ff6P/bO2njSL3RLQ+B57olCDwujwJrmRtFFiFYOZ450QMjj5JksBK8/xFrNRJ1BFnFThnLcxKMdwUUy/1hjVVlpLBwK+9+xHRsSctJhaB60G6To80n2jdpH8TIcLmeq/uho6DMKckpvFucZDrnsIDfgDLtDTx04jimt17TFZyQcVK2tzB6kPFA67sfTwyXFPZK733Bud9TwiUU+XP8bnh5+9vfrvqQyPOe97z0Ez/xE0ftHhQtRBFE3/iN38hpAUTueMc7pl/8xV/kHK/0/etf/3rOnX//+9//qN37RJa1Lvs5ktYaVIGlziHKUVsDoIFjs7Jjj8AQrCVQ1rRdIAzIOdNBu20SAAJaPvIAmyNFeqTZWKSmlw4Gj3G67FCxzZ4M6h9ToZ0gSsQb/3tJGeH3bBIEoTzbcQWJo7YC9imJgNXIyIMIQmLcoco1f3MHpLH/z38WpFLSvb84B6RtLdsG//Z5en2qCPo/MVkt5ynf4qQOYYBEUoLgMzLA6/izz/pW417CBu3psj0QfFSvlpBssZk9jcEDyJ5MQPoqA4zFjijPiJ/xcsX3ayS3qGeCRsCgJ/+0nOKNe1ZRUS3xuixFu2KoPN4/IpcY4BPAV08QKz/MYqUfWQs4vUtjvrVSL2qkQnGs9aKyIsdTQ+c3uqxJKTCxUE0O597clfYiScCt97I+fL7SXq112WMEZEUhtsYd7nAH/rlJSisvU1RBscdYa4kLryAxbC1g6pkXUxcSbxTDBk9fFcBQPWYLUEwxJ2tDMVUB4NGwJiOJEvcHiimnEvD3mAO90Pvfy3Mk4tqo4QA9tlZLMW1dX8GPPS6bsjCPgGshODQ9y5ZiqmF7UZqLmfEw4cqt71MNQEp+YNlUqmqUXlZlrmleUBdahIoNzf0j22njcHDtgzlcsNlzBZCnTdMk9fd5kVYRo7Qs51kmc+kGVhVJFzDTxrCKqQDcoyzoVu6y2RxvQdgUev8bCfJb4WFx23pMgp02M4V+CivWgH7lHcgGMxhZknYluj+M6ZS/aiMrptI+YbLOzLfMOqj7zo41U6AgassyzK+4MtjimR6j85PHq5F7DZwdeR0ZuyTtyM18XEPnp/SABzwg/dEf/VHFZD2a8h3f8R3805KnPvWp6SUveUl6z3vek1772teuQdY9yE1el40E0yCt6rzwTNVgr8BcfBlACIz1SJeVS/CeW3RiV3hEC2tyqpPBSBM0kls5K00fayDEOFklGq3Sd3f3EJWFOUEDoAB1TTkfo6da7Yc+TJXly17g11LvnBsV73yeyb8f6rHCWl10wq/x+FaKhrm2wz5ojkSGnL8sz7WG82+OyTYiOheC+YZg2zaBrBsxYWBUoJ85BHtMTGFSfz3sg/9cvtP/L9uf7yFMnwpf8U4dAZpRW0QK0Nkq9FnlE2b6L0+EldrHoCAUPdPfYp972Uuqgta879YXoHQBmKO6w/4WkpSPXDLPDzAL0dUplQNHPElKDboWhNH3oix8TmdvZ/Z0WXetWRGbNdJ7MfXHqGhbLflgP7LWZY9d2d+TXcskRPH3ITur0PSjDRR/y/9lAda8hw7cnLuNKKaScxPD8kvoKFfK7CgVYTv9/12uFs8wytXeg5CxrlI4kL+vpZi2xCummoelAyY7xXS6V6Qc7t2I1/FHoLUFaM6F6mEBi5HNRZ6PB6tWLYTRUEo1H9LM+Jh8rCHA4kOrwOuPgJsIVgpdive/vu7iEBV/W/QVM2VDTOFis+Hx/p3oMfkCgK4qBtW49n6EQ6y4foawaC2TJ4deBiwAXJdWvWen7V12oknDIYWhnHIX5Y4akYF+aEEMefZi8M+FJEZpWHD/wKIk+jt7/XNKBlBMMb/TzF7gx0BTxIRriitY0jA4ho0vZR7U4ZBDouvgUVJbdvf/s7W1lc444wzzc7RB1hF54AMfyL8pndNa1rKy+PBjz9ThY+Kw/SEJ1iQmmQpry6WHypef2RcJq+PwU6j8bAz9rMsaXUOBwkakF+qPI7p7yMTLe3oFPI1GdPjrIWMRPy/tDUFc71yO2i3njugSRyM9i+bgH0j70mKF+qgQ189WzS+NtPO6bKOd4TU8+0wuhfrpUHqy4pRFVmRE+CDRXJAuig7Zjnyt3bRLUVmRE/5gYXais8Ofj33H96Q3X1fR80TPRT22ld5i7lKj9+V3R4DWho5ZZU8CXRbsn1V0WilCusIJrs2SLsAdt6Iuq+tnBJIGY68RRuy0L23hnKwxA1qK32qUpR8nJBj5n5KSZUN12gKeYuqqVUXsYyG7RGzhIArSrNOtdz9wIlQRcmLPjeizZa2o5grW6FlF1rrsiclkXUuw0cgC2MtttKrHUqSEP2eAFBJJa6hSCV3ySZyRhUQFhyT89Mh22t3agiIq9H1J4M95M9F73clromyrKbF1mAwb++n6ZRiumKdw4P7qXQIwonxhNgBsr7TOVGV1uZ3C3KbiNcd8KaIwtBRT50nsbtjVZliYbyPzKVJMMdRBw7TA+195mKGggOTGnVEwugAZJ1Bv5GXFsJ1OOJNuZp5JYRhxVtlmxQC8qznX5aQE8DVpzh0+EoZYHTxpO4NXqhgGOcJQuY5A4FUUrTCfD3p4S3GiIDdQqNjs1fuvc2IcLNaPRHkqbV8VbK2805HQM6RiJ/7+kM8rCo2qWbfx5fP62ZnzkQJI3ndV7DKQb4x1PLc8S8llFRbH4ob4/Nul8CHPg1KUocwNo5RG77K+L1I52PWB2u7TBYw4uLopR9o5vPS9AZZ8ix1bvfsunArBoOFwWm3iPpmsq/sSPmeyWfZtSuG0lrXsSVpr0X6ko8uq3gc5TIeJYEUnYmY+nb5DANPOBExIKoHC1B+WsmdiTmwtztnaSyH1Ve6aW9ci5G+GTGBqMHAjpjV6ihazzycqpqh5ajuOXFP5vUVMCPWbgXGVcZCinXqdjiNwZN7NHGMAEI1qKjkmW/MhSgvhAUj/mZAGkMk6p8siWIv2CgBjGyGjMmAGMjBV5t6RwyHIunnyNh8TjrjMbQi9zuBZKVSGz8ynsvLSnGMuvzCA0e36EfU81NRPc4JsbHQQOxKUEiIiXVZ0Z9e+Zp7UbnsCspGsES3Hj8zXEV22I+Z+Q22F3MLENK1SX7m1R56TC5GqdHntS055Rd9k3KEU4JZjZ3PMTrpsmOtaig+XY8N1b4SsFUUCy3ouTRRAV4gIjdzhYaFkGaPIZpfvV4nKWuuyx6ysmazHiVS5PwDwGw4/4gU9r4e8gDIQJWG25eUmZYGB2GmxMgvBjGI65Cnmi0LeRqjcx5UzVwlNc6Bg9o4BCNdoQ84Z6sBHDxg3+xp47MTYN4vmPiqy4gLsWYzR4S1268hYhkwJUDLkZ1UGLfQF7xOxIWfFH9tRGhAMr5LoK5OVqhIvOcQqUkxPOnhkqlIZ9RHnlRhyvOG64/YSBuLntBgpRaFpGVlNxseoqLMCCpOUvJv5c1AMI/Hvzqohpii99yZSTAWQ9kxWz3xBiRjpKKOKKRhNahhHFXCRDdMCFLVtZV2G3zm8Fjz/AmiTYsq5rAaAcQPIQooYmesuF2H+qH6P9pL7VMEKv86MztUWQ2SfoVbHslx66aXKdvjwhz/cPO4f//EfNU/rWtayZ2nlvRt5R+fY9KhnyFoNjLEWENhaa6TwFRvbUr1c9stCGOB8/wUwGvWnGJ3ar5m5QZMT0aUzaBXtMfpZaywrhr/TZSPATyRKweLZj1UfIU2XgHvKyOyEso7ui1FxUEiv1AOL8DuNZvJ5SP29emHN7HivawxU+/BI2qvgOwLs8t4+sxcB80/ahd+12o7PMRfkKQXapM3UP0p9FXT/4MFtCwCH6RiKQ0JspiEwcwbohvEwUZdIRLIntC825yyIhPXYGs+XexvAVG3BSQ9ifUuvFZBkPEDsowH8HG6JAM4mXUBZH2fOid7t8L1aIVpoKmTVZ7LW0XWNKE9gBKs+y7aXEGEcmaRVZM4QCLwuK3VkwKlmgP1al7X1A5zMFLHSdRKJDCNjLM/ar+fu+xNRLr2J6rJrJut+RMNU3cLyuXpRoMJ0r9BUzwBWhqqCATtWMd0SYKkcj10JC7TkNqhiutlQTLULtcentXGaPJ3iEW+wLuFi048shL2N2YPXPreM9tPl6JHjeD8oocJdULkkn18VEHDXVRZX4FVubuqgQFdVIr2n1rGgd733X+Y33ho3DM/oLXkgTY5PAe8HwON8/cL8C8BaFGVuGGXFKUqGDbBMuwSyLuv39ZRDh7teVd1k9wKot5RsP/7e+z9w/ZXDEb0Uh4tpVRSijeucZ0Hqz3LlfKxVHtzWXA2NSsf+QRlJc6E5fIkZYpUmYftU3ucyN5eaV6sYP5GjBg01bgvsH5HxCOwbvRb9n1mgYLBI7sERA8S9Q2wcbk6F+8xe5ljRrQqzRgJvPq3h6v2XvvMaMgiumvUF5h2up3uZ94VIsWe5EZis5557brrtbW+bPv7xj3Pe1Z/7uZ+rjnn3u9+d3vSmN/H/v+mbvql7vYc85CGfs7bSHPqLv/iLz9n113LjiLDKRwoGyr7cBI5652qkTGGO2kbMt1MIVC4qxxAG5LiR9YEL82DF+qJfD64tpvK7cf4hw1HuFbOsJoemAwRFDxyNTGlFxUlXonyTEOlQ7cOUW3ZOl4ZjI1FwbY4R6c93f0sUCM2dZRQVp6cFEX0EXKsO7ZjALRJBlDZKdA09rt0dcy0FsTvvC0Yeih4RRQNKnQ16XqSjs6OhRRiY0WXtB+P6bMTCjASBtJFrR2mx2N5abZ/nNWFDGLlAGCiyi7lnsV2SymEvOVD3KWLHVLosj7GAkPhO1LaVHi/5jwNiRlRzwuTtV5s4qJEiYyVMTi9+rZKx3Ch6H7M/c05uBbPleiReNxwA4Pm/ostq+ztpYfYrQZqtEfLBRLSw+a/3hRutddljVpfdE8j6sY99LN3udrc7Kg047iXMZ1Qz0fKxpLTtk3UjC18JSTWU+VZeV/yoVODLnt2dqUq1KKYSkiThIqNtEtmLYooeJVVO7WYwKwCCqvIjClLLExddQxbm1iLsn3crBBcBgL3u0wJQKjBBz711bMS23AgV06pnyw5bFJh0K29LoLRMG3f5xYgVsKSjdAgCeA0oZVVhOa+YlgIUU5oHmhfCgKmvd9qBwzkMPFK+VekueVgxJye2c5+5I/NcdkZQRypgXYzPjT0qpi32MrOCgqIIRWHaHQmvEoVbrwne8NkGAmPKA+qt8z2TRptRQvDxs1GvP+ZxkkvwWjrTDhpTyj21s1EMo4j15YxsyVm1vZONVXR8sLJWwq4cOGykZaQb4yI4f6+GRlj4qi7QIuMdjjs8GywSYQyEICJhTMoidIzLD//wD6dnP/vZ6Rd+4RfSKaeckn7kR36Ef5O85S1vSU972tPScrlkAPVhD3tY91pvfetb9++ICWQv68yxIGtdduZdbRjjQ9JaawTIRCBR12/PmK/3PAFkOfUVAyil0CBHZoGOIYbr0ZiXo3pkFDYaHYPC+2xAlkCgJQI+vXhwYY7dKXqTZ1NSuhy+Hox9qAd0xlUAoaiNbH+4NC8edI10HdZLOiPA86jRNkxJQXp0S5CZFvQv772OwZi9r6Bj5BRZTT1C3ivUR71Ae8W5ic/J2DkFsFJmq5NTDh5RwkAIJCMDtzyfyikxqssi87pB9ghJOAHg3c0HPSBCuAj7jOO+CID8AOAcThWAuizbCDMkn5B5CjrkzFhx80aYlGGqK6eDo+1eUl9FZAjT9sVm2tjYzmsT6vVKvpjSeOUUFNnxpOAq6a0SOUvnjIxzpMv691DfD4zGCzCSVfYHrS+Q12Mk25iUhA1d1qzhkU2ibF4k8Iy8e2td9ljVZfeEAhCN9+EPfzhX1T1yJEhoeFOWVn68HguuHGtCeOwJ4GEveQ8BALPXseFLtm2SpwpDEghoLRtIKSSw3Bos4tNTLn11dVedmvuLBn1DMZXFsQ5Z7YCgEa1/loHlFFO5Fl/E3rOqnA7GiJG9eqZ8W53nu7kABCFehq0QnRfl/tJ2QBGwgHGpvwOAeTb8GjfESCHDfshckhCfjodZ+huG9Eh/VNEvKTMCOf3g9VO6gLmwMvXopmEJlc/oO/RAV+zZ2jOv68RepYRvGr0wMlSlr9CmWjHdn7e4G2LVmssuXYBRdjohVqHwmjgQOgfHyBiEBUl0vjdYtW7NNKlL4EfTBhQlVVO79N45DdGbckhxW9nRAcUCzHyD99gr8XtKR1ErptX1gusqe1jfgRnj/wRLIUAg6xOf+ESeD89//vPTmWeeme5yl7uks846i0FVAgrvd7/7pd///d8fup7Mzd7PyHF4zPEqa112RvaswwysD2zECxA4k/s9+o7XgqI7S25R0GUl77vqvKPtLulQdF5riPsiLuCKuizk7mvpTLk7vb4G+v0qTCeX0ioEYFrrORanCtqt564qqCcAGBmK1zcQcDOOTdwHBvPDtiJdGvtFM/0Xjh8Wcm31CcAZf53ZuaDtd+A3g1blesJkDW5/2sEbLLlHU4CU8/Fz1VHGn3VTTzPpq5wdMsqU3adQugAFxcVWaUVl4XeteXIj7XUT+akF1M+MneZQdblUZ2/s9PmmowAcWDifonvp2liwC3WIgV5L85fX6pK6ClOUzQlfu9y6SkcV2LVBv1o1Aarr+DHwgO5I+iuc/xCVdTw6qVeVH74J6rJ7skSe/OQnp/e85z3psY99bDr//PPTM5/5zPT+978/3eTEG/NzFTOdGAN2UBREGPGYxzfVEKsprxQuUsWTKYrpiEclqAy7kvKDiumq3fGAFBavihRT3wdX5dsopl48O9IofLZqqoLDpLSqF8+1xxRTCph8sBBPubLGFdNhiTYi/E5Afb7uzGbAbLOGYuq98aKYjrCV4Xvv/Z/YjKBQCEPOG3voTZecxIGceeB6Kh3eeTaS622jW5W1CRyHXfTVKmEuzymlDuxGh83IxoHt5KrPWgzPMQzkUr6t+UahgmUYACNr3VxajcY4aB7ZFiPSnNfYUI2y1FCsfFsi46u1lvn32DsMPKMUnGH5Z1JKNfwKc6rOSBgayEyOjfm0MKJAtp7hTB6raJ1aWamJnDIRM2ZEdo/Cz40gi8UiveIVr0ive93r0qMe9ah0zjnnpI9+9KNpa2srPfjBD04vfelL09vf/vZ0s5vdbPZaF1xwQfPnX//1X5UJS8/loQ99KN/3Ax/4QPrsZz+bLr/8cv7/K1/5Sj5OPP5f8RVfkd71rnfxd8ebrHXZ1A5h7+051V5o9ajZkGksqulzPHMxrBmHTkl7hbrsxIwtpwnIKsy8GZ2ombZqxWrhPh1TBcy27uPSs6AuG6ZuiPQSd49Yj3WAQKRzBiH6+dzywZxe7R38cm0F8trrtToD/b1RovXeMX+VaCDzWnLyA+OzquztU9PIfK3sDOeIhnNmc82irtDZ/8L0E5Etwkzg8h4Fw3LWoeum1Fc9XRb74vU+LrA5rsuyeAIGOg0qPQQIAw7wNODHKjaizodGRJVEbLWc0z5V1X7IC3I/ETPHnANB2u4Kb+k6MpozF+/rAXq+TvQ8gVyFKaIMWWFyFGgKkF4eZumbEBAIUBUdVkDX1nmRIGFAms3vfNFlG2SKaQ3rENFGRdYGfBajUXhoAxibHQpoz6yRlax12XSs6rJ7Shfw3/7bf+P8YG984xsZcX7Zy16WfuVXfiXd5z73SU996lPT4x73uHTGGWekm4pUiqmwb1a9UO8l9Rsz5oPthaf6torXVUJQSl6U/F2p3Mwbz1geK6VWF0VZcu/JgsbvvmGrbg4BrKFnaagioGzk0pfRMJeJ/VjlB6vuUY93M79NOkqy6qJrNhXYnL2y0VD0hImhwFVLGfQKWkMJ5nQD+OhRualYbY4B0lOC/HeRccYe+8JcBUA5V84koKq+/OkHrk8XbZ6dhiRKFbCf5x8VsNprzp4V81iJUprPLZ+11gFUhv0cmXmm+jFW61wBaPfHmtBKblvDSNyLzL13Pl+werPdWicOrKIkVgUFW/Ocfkm6gM2S449ZK05Rbz1ndPD4HGfURFQU8Tl5hsJexTBYnGKK33sxCqfrYxQ9sFfFdK9ylBb3Bz7wgUNgMwGs9LMf6aV5etKTnsTpB04++WRWSB/zmMdUx5Bed7e73S19x3d8B4O+j3/849nh/qxnPSu94x3vSMebrHXZIsYRFulpDXCkKgo1sZlm57Ss195JOirRcoeX0HXDHzMAbHlnvQdcwpNnCgK2HKgDumyYqqh3Ht/DpWAwQPh8ajGb+9o6ufe89M3NHw8CSdowciSyPjpz/ZE5t4qYcGqaB53rDIBDTT2utQciyObtEpyfJSIrKu526ubhdNXiYNqPLrtvkVRu0l74PJTWGK0aocI4aqDT4CHF7jUpCnqA8Ij0zpm7ns/H7M6ZmOCQwiRaSwR4nLuvHCf6VW+IK30LSTTt6MLMigVwk5oNJBBNeyj1BUbHXBwMvk3SL5e+wpAoTP/n7hPko141FY0BVGtCzr5krcses7rsnmPqiEXxDd/wDel//I//kT796U+nP/zDP0y3v/3tuYHEbv3O7/zO9L//9/9OJ7xEm2PvpcGckMHnoWKKeYJ2JFw08JDPhN7na5UfAGo1ybZ4/7cWBgBo5g2S+2Kb/aLWPTEAWKvNxXleW23xOahkofbe0TmJcoNp04KiUQYEmM+d02VFtObSwCI8Ve6GkNzomEikmnykAPoUCuaCjZxbXlGONj08fk4wjKkF+JqwKgjbq5iVpbgFCeU1Xu6m5WZ9vbO3rm2y47Q6qdk0wSmxH4+3Z0wgk9X0oTALWmPt+j7MGJRK9h1281SwbHIo5XbVz7eXjmolGXlnPOt6VdYFXlPWAd/H6D1CxRTHIJrrXjFtiDJvuE/k6S8/hdGaHQSw1o4yOQPgVA0zUYTLdxv7ZZy27m/Wg0FgJRo7BWz3qMaIx3E/PyeIEBOWvPok5ECPlFIv3/iN35j++3//7zw3/uZv/kbPP95krcs2ZPDdqsPJB99p2meI1YSkAb+ed29c9iIlHuzWuqzkbV1BbIqZ1aLTtA+9MRhY8zTEP9JlRyQqllQ1M7A5ZC8JHeeWEbgnx6XoqT193EdLBXubTzmTiR4dMkDZl8OUbBiBaECk0g6fM1FsIi2yhumTZvakKPonSuWAETE+egQIA0pmkTkfpM4868C1U1RWJBgpt4ouK+zTRuSRpp3w+faDuex1WdOeEYfEDJNV7xuJ5GQVwkjDWc/Pem5NCtaObhh6q12iyzYjovam8+QCSx1HjRl3W3TNRyhqsWdYL/qpL3ZrBqv8IKDdTD/hQEoUH/HXIXwctaJXg7p8bsOUcibEDHzqBXwXhrCUtS57rOqyRyVx2aFDh9K3fMu3pF/91V9Nz3nOc9LOzk76nd/5nfSgBz0ofdEXfVH63d/93XRCSuj9DTacwHtrFrve9fC6cgxUBq0WjN41Iq++buhFaS1pAlbKY6XMR5eo2wNGJGFOKwhF7d5kcHHEhOFOSQoTYKsy68JhO+0JFVP5f77R6u2ONgD1MIJiGnn/I8W0JAfvhcHx7177GMzvMKUjbx6ColPHJqVUj3NsyFbxLs+W7bFkTPG0AGBFYEpzWtaXOWfrmrS7FXwReU31GQXtifLVdgwMkw/NP7vOZl4B6/uoimoUUxRQPjPQ6nLC4viiY2gVpWY/iqkHWL1SFjEzB5T3KSy9kUfVec8rZwyuQfg+R8/Y5/QVH+YCAAEAAElEQVQWQLWkDJhCrYpyKucE72GeZy3mTH4XGYCICl1EOf5aTr2joZiO7H29UNOjwQa4CcvLX/5y/n2nO90pPeEJTxg+79u+7dvSF3/xF/P/X/3qV6fjXW6yuux+xDEde/uP6r3OoUMSp29ZcR/jNVP2+ABoXQUkmRod99G10+jAI+2cPcYVv4E9nll3jT1SUoBpXthAt65y1vv9CnNno367yl7ecqjPrdVyT1nrI2dfM2oDSCHuGAWug7mpLEZXAEr1arfHh3pNT2fxYIoAQb05U6UIQL1lmhvcvqILLA/UlzmbQdaiy3pwM3omXpftONyb4myS0K6Z02P3WTiWZafk6W/qPzjHa3tF+yKf7VWaDoXWPIY5FtlXkWDUW/Wd5O+1dmplM+rcdP2FuTitC4H9FzmoMEc0pL5iXbYArvQ7F9wVspB9FtFaJxG0qMuiQw3nnEkVEOiyXWmtV1EUZ8/eUTzCvXPynqCNwJ+vddoTQZfd9yp2zTXXaF6D2972tukFL3gB///1r389s1uJ1UqJbp/73OemE1pGlKveRtM5XxcY3Nz3CKLQpsLhEQZYxA2lKKYCtFaNCTblvSqmI7JCyKphf2E79L/tthjFlD9wgDHJckYxxcUzAtFHx8LPhVFvGYYjRcdHQExvs8GNseH9r3KFEfBG+Z8aObPkR+ahUah7/fIKbis8Rv7r2IS4yWIRBZoTu4GT/5ytq1M6sNXPZTkHKq+6SUaKj89V5PP4IqMWCyfNKfAzRiopplP1Wj+PASDnZ+2ejb/efqSRj29qiwUlmeUfKaaRjIRrtsIZA7DdFGWLnEYy56VQVYth3VBMWSEVlq2wAsq7NGuQtMBJAczlK7mfMhTa4cDdezW/a7Ckms+6AcziuoEguLxDA+8ebqd7/TlR5G1vexuvIwQmrir3v//9eZ6+973vTcez3KR1WdGdYE30BZBCiXSdFpM/vGcNtubv5ouHZP0BPivXEUeuft/qh9dlq4iqfabq8YL7ZEd/1xyIPlUT6lxevG6qnwe65HQje65873XESLcZFR+JIyDxnN5nInTKHtAaM3i+k84SjdFMTvGZa5s+CTGlyIguW4G1I9IoBJm/g7El3WBjkZYH6r6d7QgDQ7qs3n8G1Pb7uWM7qvjw++qecJ2qaPIe649IAde5zZpTBQiYbslMuYsOFB+RHgNeSCX+u5Yu67+LrjtKCJoTSRdY2lCNneQ5RpvHA+moy+o1JDqM9Nj8w5FZkidZIg/ZITbzjvQc9EgY8MSvVUht0tfeu1zGQKN+V11XSnur65bPV8oDvtZlj1lddk85Wcm7T/lYKVUAKaDXXnstK6U//uM/zjlZb33rW+uxxAqgXAe//uu/nn7yJ38ynegypJjygdMibBanxiKuHmwMIYjAvr1I2Yx4P6JFgxa6KH9f49ymYjrSLlF6qoUzyAs2ByxDSJAmwi5jNzRCmpLAtWlUMZWctl4xxY2qsEuHxIEKpsp2dKx64ScWa/faAThWjZUqplC1nnMBZYCyktK+DakQyW0tLNZeKHezmR3FNFKYO4oQhlfR72VHMT1382pOm6F9kvO1jza3pFEMRjbvlsBzM3lG5xSPXjJ8SQUxp6gKIM1rwe4KleKL8Qdg/MQYH1Q+BCgkhYtZxmWcsLhDC0gUA6yhEM6GvdK5rnCUFgScuXdlgPrvaX1fAhuGLrN0gDnnRo084lYxZaE5uyhsgIWwU+hQp5TNjblzrJl+h8cPRBrkDjeP84qp3nZkfqBSjwwjZBqtKrzhrX6aOf8EkU9+8pP8m4pqrSqSf/+SSy5Jx5usddlV9RAXveDYZ2HBJQEonPOQ9wuvEyAY02xOBzDV86eIrFwcK62QKzYAJkfWKNRHKiBrdT6L7EF8JV33Giw1FAjzNbqwB71820V8dFEzZ/cKuqzcJgAP8h4J9zZRW1ln2zV79ebElKRzy9ao7YuelabeWaZdSg/VcujB+HI75V5+b2XmndhiDT14pzF3/FyNdFZwPFRRMXiM6vBZH18ejHVZZbJG+V2jPOmit/s+6btcrwPVsb4GhLerwvMmNp8vVGTy94+Ivj+Nd0bGl3Qvui8QBthWKe2Y9LTB+868+91xi2xGPG+P6ZHE9jH2Y7COV3UCZnSxXYnK1RvRIPlUiEIMgHR+JFxXoORaxnVzs4C41X0bOjhc09RGwPNEf5Y27rXoFTgdZm3TsLFl3Mp6voHjiPqtOX7gea912WNWl90TyHqrW90qfeYzn+Gqt1//9V+fnv70p6dHPOIR/HckX/IlX8KJZU9Y6YCJIcDX8/7jMd6LhUCCB1hHvH3e8+8X9KIvSOEr/moVBdPLKt7/aPNdYTORDbhKDg/swLAXkndxJJ9tq92+vXvNEcjtqRUbA0i0xIQa9BXTZh8ioLvMjaZhEnlksUqivwcNN15KweNyHVSYUWQDEifDcFjeMt5oQUndDUDW0xfXpV2pyLofQcXUf+77KmMmxguDb6UbNE7BtZuVeAdysoUiucZmZhyvEcJYZgDXOx0aYX6j68mq4VXTjdqhqqsoQyvcU5j/ev/I0CvvsQEK51gGkWLKfxeHBxlW5FTi662Qty+MPAjCF0ef1aj43G8D4hVZLRrG1/MpUqTY4R4A15u4nHLKKemGG25IF1100crnfuxjH+Pfx2Ox07UuGwi88+388ehwzRsZv3tzIKbkuXT32RNZwDdNCzAWQETzZAa6TUt6xvHRCF8evUYvFz63p3+dPecdlDVfnOVRypkegCHrtAfE6BxyZMqhnX3A7BFyb3by9wokdsbDEzYCHZv31Mr+KPd2Dtjenqi6rIDHO7VebJhvc+zI6DsqAraz4yKeaHw3w3QBp2+upsua/XOGda17bvCV7sXgeGHrJKoZgeD70XrX+Kb6Tz+vszAdI4cQsqRXYbMG81sAyVmWotj6hRUaObb28q6PsiNNEVn8XJwfEhG7cE6DhkyEEUiBwuQPV0slNzJokAul578ROG04VpBJP+Jgq+63GKuXMjCuFXvfOzWcg0fWkbUc37rsYq95q573vOelCy64IP3Jn/xJeuQjH9kEWEkIhP2Xf/mXdJOVGe+/SFz0KmI4raqMzjxmUUz52HxPBg5GQdJ9FGyq2lFdZtpwh/JTOsXUMIu9MtZhPOqibxQOX5E1SOSuYSKgtPnhWTWNAC7O5Vgzn/TeEHYTpSuoNsrB159DOyKvNvRR2lWxWIFdih5LPnim/8CmMHOx5/2XEOuG8HfCHqf2bG6m3YP1/D1ncX3aPQBMQy9+s+RiAUH7q486QJh6qh1bYUQaiunKeTNlLTCOHJvjVryw6v2PvO+omM61ocXUwO5F4TNVGB/m3M1rbsQaMBWkwzZMz31i6zaeWyc8UMbeKKZkIPm1sVpXMO/2pJjmECtJHUB5reC8iIXQY+DOKbWmOXvYb1o5qfeyLwggjesfPpOeUt6TdbEAldvd7nb8nN/0pjcxu3NUrr766vTnf/7n/DzucIc7pONN1rpsR0b1v8jROucIFQBhhblmRPcc+RscjbDe5Fd8hZys2EQ10PfAHsP7SOEYcICaYl+99RDYsRo10rK1cL+QvyXtAAmfJ6DlssvcxUKqXV1WdL5oHW7lxje6ays6BdisjfzuMh5Gp+rZR600PtKmqK4BMlnVESk50V2NgZG9zY8TMI7r9q4wV0mX3dpKuyfV79O5i2vS7oEGyNpMAzBTSIyPmcarskdQR+w5/D1gX+adjwg1euwKEZJhfYEqhUauas92i59rmEagxUheVaKUSb6Q7aCdr5EDUZ5RaTdGsyGY7CVyqMh9OF8qFAej47huyzxYrMXmJNK05GBlhxwWwCpt9oV1p+40dGa+vhwk922P38o2USRlXTQ698h8UBYrnIMMZV/jYXTfWeuyx6wuuyeQ9aMf/SjnpaK0ALg5HD58ODyeaLvEGDjhxOWwGmbruIp8fKlR5S/wLA6d64qbZFbVpLCZqqwMtI41Z/6+PQ/zCoCxAj09xR2OQYA0yoFjlOCsmJoQYSPBeVFIWc/7H13Vfe/ziNbXBwC3+npFrxre2+f+ao2773OkmKohAOAbnw+hgVC9XuZkqKzhffA6q3iTe0Ihi1tbaSMAWc9aLKd0AT2JxnpgTnsGXphvzSnfcyE0opii4qWywniFiqnOewu0smLqj/GK6T7ZkN1CYV4xbfXTv2utNoXKZ8ewRfn/2HsTOMuSolw8762q7p6ejXXYBRRcEAVlkz8gIIiAKz5BBZXFHXfwKaC44IYL4I7KU1B5KOoPfTwVEWURlVVEQRH1oSwCg8MMs/V0d1Xd+/9FnIw4X0ZG5slz7u2Zqu4bv191Vd97ljzn5Mn8MuKLLxbLssaxjglm1m1xQEPgQJlispiWca4ATIvX1DKnwTWvE5iObpNsb4GpHJPbahwDLYdcrv5zttgXfMEX8O+PfOQjozRHv/VbvzVcffXV/PcXfuEXhsNmGyy7mvVMc1jMtwYGp4wphaJ3mW6izGHcNoNnS+2bmkKq+09jnaZNME7SErHAYgHrdBjb3lKgc6Q24KDJsQrjtDrXxpy3hTiB+uat+BECeV6QX3FS5tsqtN1+3vicqgXOIMtxRjUEHCx74fx0CB6W1aJqViO10I7S+sKb073ABDr8S8fWY05jak7SKsYxDJ31SPKRbK1aW2r6uZ4NOihjP5O2rZIhCedsbZOLZXFt62BOfc88w/WMMvWdcUvYsaXrLQTwq3hsjB5rS9C+cP1Vy2QAnD5v1tJVUg42b4NlDyyWnfTW0kv6J3/yJ1y9i7RZxb7oi74oPOhBDwr/+I//GM45wwhyyyQpUVj6jc61Wto9goQVTBxcfvQ5/kJnANLsszTwRXP0fy0L9anAtDQQGueRK5hdMnM9xei/PX4NsAxKPlTSqDH6v7UVqy/60X83mmrakQFTvua0fZmDlaP/XVRY06PZwbrfF1Wy3UAc/TVgqsyVVG/Ma7drxpnbHWoZwpGdsH1sN9v8JltHeyarA/Qyp3ahf6X3p7vvRYcyR4edomHOe5MAeXTAF9rbbMYJXjROo9vqf2RfuWbRt5rgFM/uGZ7TYZ2KVlXvfDTAtAKCtAJz7TprbNba8VFPlu8JyEHUgBlG/5fAYI0sVgWnVovKAaZ9H0FgKula2NZCoGXConDoXrZmSCjAtOyGOMZ2BfZM3x8BTDfWG2npHzt2jP9+9rOfHb7lW74lXHHFFcVb9KEPfSh8+Zd/efjt3/5t7mMXXnghH+Ow2QbLDt6gesCLA21Q/HBoHkaZFGe8aSUMdBsDaxXmTRsAYSyLDKf+YrLrczHqkNNvFSdkYd8k4I6YC+cjMdBwT1Jx+4PFUxm5MGvG8aQYA9YJpTTikg1l56GmO/5O5lu89+gYlN92HVPBG4pnZTtoB0rTKHYlHG00abUqus3MajGLZZVtDA4n/b6AcUv9bedI2DnPwbLz/bAALMtWlKEw77tm9DlSaE62XOm5Na394tyOmCXLOmoIhGCh6G4sKAQTuGholHsizVoiXMh6HJ2FspaS+gJeG7z1Qan4VYk04GFZ3EfvUW3dBoVL7RoDyUZ27LNYueYMj2OtZAlgf/VxrOnnsl1cE3bvU1wfyjVaiQ59z501mfcexvM1Zb8WTDLhilINI443S54ffCFYFvGtOvY3cgFnA5adpMn6+te/PnzJl3wJM1Rvectb6ucPeMADwnOe85xw3/veN7z5zW8On/qpn7q2hh5a0yifYZxZYOpF182iWXRN/NSSBuecOk0dhw4v4KMGpEw8A2MI6y6xaP0URsKA3l8tatcyuGGFQ0ldZvAE20hhAA+Y6qkiMKVjeMxzU/1dxMO71JNuQKVK7UnbW4CZTrJ5xKyoL8sTwjwsCQ3UHh4O+Mm5Sk2JDD0rwyDHso5WcbwhMKVIuxf9nzcAhxowtQYp2kU8Rn0rXs9sZyecf17OwD862wmL7XmY8/OKml6cMtMVy6oaLnbkfCjOZZxCqZO819Pl92uILofA1LuHzHasRIW9QzKOBAceviO8QcxOYVkIAaD9ttwPQ/c537piZJs+7/XSVIdIil/h++gCwwEWsXc/QE7EHbdQ2oUa77HgYdtiO3Azuk/yPqDDUJqsOrjYzqiFLOxvdYx245rKXWD0X2Q68PotoC8xO/A7eRZjFpAwV8n9wy6fAFMzniVjYmlRiSxWuTbu1w44bTWHhTTKziIm6+1vf/vwIz/yI+F//s//yc/qV37lV8KLXvSi8Dmf8znhHve4B2cikSQU6Vy98Y1vDK961avC3t6eFtR43vOeF251q1uFw2YbLFuTfLIL3UqAFzNXSu+wHYfGaOSZdvUFToxD0AsUijNAzDmnYNm82QNju9XdbDUboC/NVdw4yCyQMQ7nSErbxXHdcbB2+9M5yqxI/UYX+UAasPchS02mbdLzcsHH0vVbvILHV7Zct7/V2MYCpFkQMXO2GEkgJ0CfsBWxj0c8jViWNdChiBbOIZ1GZYW8YHU/bWZKzZx+mPR3uidHj4QLjp9yCQOLI1thS3CaKbJZZNdmjj6fRe49f9VjRSxVXZMA0aKIWZxiyBVTB/Ei7a/ZmMOEIpELMGMYY9m4tovroJWmfXGolTL2SBuYDIP/GFBAs+ufLLsyD6wnQQ3v/LJr6SLjWmPBBbLnfYEw24aEoRrlrmJ/Utwt6wp5n1A/1btHQgyq+RvEqV4hvVWN12oDBaPlt0dSq2FZlB1B/MvXKTVT0gDUEjXMa7bBsgcWy05ysv7UT/0UX8ib3vSmcNOb3lQ//77v+77w+Mc/PtzznvcMP/RDPxR+//d/P5yTlr14TlTG265lUPAiM2MqfEqU3wDTnm7usQNHpICJgWNzbcDUOU4GlG2xAAtMPfOAKYORFJhWnckA1IoTWQlIjUkDsWmyMHEKWGRH/MBhSm3MAIiNPiZtKaXupUxeBiYMTrpjjYr+OxpCSRuhX2ZFz2xU3pusjuyE84/6MidZ9L9y7KLZe1RbyInjSGwIVJoFQf88RxYHQxOA4kWnbYpVCZhqewCYrpKKOQaYwuejHYUl/VJ5V6yzXM4v2y3rCyLRBkxeO+f+apulYB0BVAkeyOc2yGAct83pbAzOUqaHgI1iMKdig5VzPWBaP6DvlNXvvIIlrcDUvG/nsJOV7KlPfWq46qqrwo/+6I9yH7juuuvCn/7pn/KPNemjOzs74bnPfW544hOfGA6jbbBsgyVBQRNYArkOO8ao49IsXHWetuPXBBMsm5AWhIywwKKRsUCg6wCeD+K7KWOha2NxdCEFWYORybGXKYkAPu93lsMWcH5/kn5sxXR5jyXKbVlRagGPJb8FU0NKfHGfhLBSc8JUAvQeDo+ZWW6Qv8ZktQxPR0ZOcLHXFiU2aLsaFkw72+GCoyXCAIW9+2OPscQhHddurkY+GTrlx6yBZN9WZ1p748NM5njrQJY/efyIznRrOr6B9NVYTOmRBsTQsZh91/eLIpatjVkeg5buhQTfvS7lZdfhWkRJNCLD0o8NtfFTiRpG9q8m24X9K+tryv5eNj0XHb/Hrou0D++XcWlsb0uAXxjyWsjYBpfkM8HKrRlZGyx7YLHsJD7y2972tvCEJzwhcbCK3fa2t+VGEpN1YxXDBSKI2yffW8OBZYRl6ZMFYNr9yE7FoLevD7NqKuk6Te6nF60WA/bqIOgo3IfifpqSUYgQWycBtLuqaVNbiFiNmJIcgFORXq3UrzD1Ah3ueh7j7JN+lQDT6KjlSc5xUNjj6CWnxxFGLUb/MzDRspCRSX5nO9zo2HXuJgRMqw5wlzka21hlaXusSHDOJ++qMzYkbWh0KLUYSG7w4hVSFt3ofw2YRskKOV7y3ZCV0qwcy5yvnpxFVRc61YVK+lJk5Y4CO57FBeOSgGlryrzHCEiYLxD9F6c4pneicxjOlUgqJM7VMzCGF/QTi1Y4PwLTLG0O00VrjG73wGv4Ocvsh3/4h8PrXvc6ln2ShZ33s7W1xfJQb33rWzkd67DaBssO2NDC0Uulh6DQ8Phmg7qNC2AmzkUsIZIF6owzTDCLZW2WyYBhELQaRFqXAcsxT3kdmMvwtzVP9907jI6nQhyoBHqbgll2bWMcC55jxzK9xJGT4ZBubh3EQN49yYLGTjts/QxmsO7D/GvIKehcbMl4MvN8sX9VjqV67Ud2iliW6wtM0fQcSreG+5MWv4K0dDlUix6rzcRx29Q4RgiLNXGuOutnztw06w9kkdq1jO43MZ3bFjeSwzl9UPu7wfnZezDwzif/T+43ZB8paWvAEe6xMdFMLQhkriYF/2Qtp0SeyHRFGQLTHwYzC3CNOkYf3MtmKzJ+pz53wLHJ+WAONWuDwfWL2AbLHlgsO4nJevnll7NuQcmIakuis+e02YEUKf/sgIgssIG0pWzSrQ3yHtNKvwNmmQdMI2DF4lcaFYd0DSsP4E2cyo6N0aNi6naJWVAyq6fVNyI6GkrpT47T0x7PasvK/i1AKQJTlYHYIuRlov/Wxkb/8Z4mES9geuLvecqQS+6HAFPRTS2lmNkUn0QbDPV9+slhtoCocAJMezBJ8gkJ668wcaY6NsZhW5g8u3R1CWAA8NWIcppWtjx2NNzi2H+7x1oc6YAjv5PtWUrmIuIx4n1M06ZjG7FwQGFyr7J/VWrAj5Z3Y0pbX+uc2EjLzK3XsZqHGWlZ7Zt+jg7/KdF/L3Lv6ZhK3zeMHi0IIZVtG6y6kAVGT8Z8tH0zPWjvbI4phzpOyCY2sg7vYiIPY5wSyto3jIwMhAqjVzyCWYrZcv0pVtn/Mahk3vcWJ44FprqQpfnILhoqQaSNNdn973//8OpXvzq8733vC3/9138d/umf/okxH6VYUWD90z/901ka6ha3uMWhv6MbLDvBMoZUZDjV3rkaq82y3miMqmFZHW879Z6ObUhjbMQ1cQzFYKdiWcvKayUslBb3MocPaMGjZQ4STy/bprmLWacPBM46dvAATiiZnRckE0UkaCyT0ymCKozBtOAmSB4k+L2QKYEM2rg+KrKI43bdOsZpH0ooCJkF0pb7tntVvUWTdd7JIuHxo+N7rlI+jX0InddJW8GpLtdl9ysRWQEjL887Em513pXuZvtHoxNUGIksmUDPoPLOioMy0zFOHX+Z7qX0Hay+Luszh/0ra5MkKIxrQyjw2SxRJ5k/jJ8A71sszNicPCGRsWyddLzNlvmu7Xnr+hfvkWJjnzWtslx8zeCsVz9ClDorXrclwHjYPD63UlZCsj2eW9a49E7MhhOBkiB+zAxNvu+l1/J30mbqOfgf33MJuAGztZmxPUReKul0S1+37wfNWzWi1NzLSo1Za3Z9uMGxhx7LTnKy3vGOdwx/8Rd/Eb7jO76jqHN1m9vcJpyT5g6e8OLI/21EyYv+28gzT5AjUzA860b+Hpjy+Uk7tNNR6k5qGAATnCRsXsrCYjwwHRPVTaoimmhYBgp4kB5mKzaliyGbrNRGAXx6KQ4wbTEPMIMjqNreFicEtlOAafw7O5bzfwZX6ND0CpNhA0vgw2M6ABAaZiHXn+3y6Fa42dFrBpisI7QtWkA3OP96R3I3oTIOBWBULcyETjWd9CtNa+lj6tjD64nviHHo6eJEta8A4NnCV6bdpWtSLa9Q6BvOvsn4iPmSpp9roKHG+LFMYrmnAkyTTQvjlFcMggMaMObLoq9gqsdLXoSh9McY/Z95wBQNmMm6r3XgS/QfGcotKVaeYxrfG2QDCTBFcO85VLKxwJlHMmbFCGC6Khv1LGSyon3cx31ceOxjHxvOZttg2UbzmEUYfIK5XoNC5v21WQI2DbmpGcbByDBSnIE4ZlEgVwJSWVJRxdFa1eM7A4GbgWP2c5YZL/2Ne6kg7xiWNVg6lzoYKYC68OfkFmsJ2AHrU/tAkp3gMeVssL+hmKSzv/SD4l7W4cr7kk76vimsZIpI4r72OrOsqzYcq9mIpQy0+Zx1V2959Ko6lq09kzFrPLgeDnSI004Yl6sEOmUeX1VTTtcJdYZmV19A+pBxnIPTWIuP2rba9aT9fkjeQoLxQ2bv5+A6w1+buYSj1sxUfNfw/bD7oYNcDB3XiQMd2NxMkqmwZGV9iesN3rcidbiqlYIcpn1Vli36e7DPeAQEnVNHSGttsOyBxbKTRkFqLGkbfO/3fm+45preQXH69GkWnH3Zy14WHvWoR4Vz1oYmFwSmovUyYCoarQB2ZOqSMlajFhCdd3tboyeindhF/+OmGL1NDmWdXmvSYypZhY1WBMjgnOojpKl2Y586W3dkFAdPBEfIQqRqlBj9lnNmWlaV5+c5p0qOSHRACQOg5OgVIGQXJZX70Fc6d5xbJljQFUPqjq0aaIu+Iis58jvfkWFn2OvB9uJnEkm2wNRxzrrvB0Qfqf375+2EOx71maz7R6Bt1tFUTUGHBSRoiknl0KTQArYJgKkHupN7lnyRB2w8yYxm43ucRv9z8NiloHFVVrzP7DyDa5R+P5g+2uCYtsDUq0jrgEH3/cVhw77DeC34uQv64rMFtoTuY9tCQ30p+o/OdHACu2lh8ScDmt69sGBV3nMMdFgneYs596KaYlXYbzDNU0Gn4+gxLPrkObWA0+Uafs5yIy0rSql/+ctfHt7xjneEs802WHZFhyI7x0Y4uMg0lTOORTJHjsGzZIIjaHeqDK74bsGMsCRjxu7qapKmhabSTBqHVUY2ts21y8mkE3JHhaYUZwE0YHSVTJ0sJhBZ2FaCg64kkMNKdZlwpf8np8L76VTatjhafmP9AzvHFTJ6MsmrGpYlB3zEs4pl5YccrdiPa2YdKdLGOBdrBfba/bEBC+PEZCx7vIZlKzI62ToFGKfyjsp7agPQ8t4m9SgG5mG8jxiYJ7MYIimgNJZMBLJISBCwEhzxOSuWRfyO4xuuF4fO691ryGLS+2Qxow1Wxf2yIIIzNrhBJMeZWsz0EQZy0qSUoMTrOsmA5KA+vnemLQkrN8ey/BzwfcZnZLG7fQewWLUSgIyc3ASpANYaRnwJn8c//DWFkLFq80HMYM7eC3CoKo4dG6jYYNkDi2UnOVm/+7u/O9zvfvcLP/3TP83SAJ/xGZ8R7n3vezPl9gd/8AfDp3zKp4RnPvOZ62/tYbQIGtKFLwCJaElK6JSU+ZolKRjRIUDvOkkW2Emfq7I6joDSgGXanAwyClzAyXQ9mHsvzbl7ZqZJLdCI9WISME0iUAUndfEY6uic4LT2zhuvw05uCaAcWByhno7rVLbPWx2twKqUCY+1rHqn22ABLM/BKo6/oci/d11ZEap5WBzdCrfcubIY/efjDPSlnhEIjIYCK1321zEBnf/eosKcw9VoTdJOVrSEaTwsGZCAP9xeUl8MwHXHgNq4B/eq6EhtBZiNVgSm6UZFx0CmMSb3QuU8/P7DZgoDZH/jO6nOUWiTN/7qafKFr8rHYBBvVSsENxKpk1YrjFP9+2OOOQaYbsy1/f398IIXvIC1rC6++OJwr3vdi4Pmf/AHf8DfU0GBSy65JDzpSU8K//iP/3io7+IGy1as8K5m41tBY1C3H/vOE2YeWqyKM4CxbEoY4PFwv1C/YGIB1+xvuA9D17cS7pXgttNud35DB5Izj1UKDOTVvS1OtFq3rcWjUDKgEIjMAnRJ4KwceM4YXzVWYdYuE+j3gv1S+MpgWXGM4vypeLaY4WKYfzazBO+FMIvh+ot4hh2gs7B/bCvccruCZcVZXqu9YP/vBOpdVq3Rg0/6T+0cje/aZLNdICHiIJPVFDjDba2TtTXrsGX8TLYv45YqlvUIAzbYrtIHBRarJTDIbXLeS8GZXSHXxvVj/4GzEeLfyv1z1vDKRjc4djDgNGQ2i7j7T3p+ey9t3x9zOi8w0VrAdWMHGstOWo0cO3aMdQ5+5md+JnzyJ39y+Ld/+zf2DN/ylrcMT3/608Mb3/jGcNFFF62/tWeDyYCF+hu1iEoSvUFQUEg/GTq96FjFqBQWp+ki/ysOTsUTp4NREzCFbZoX/94EWBr0MBpWbkgZmDrn6QZLioj2MgxsjuO3KiugbfTbJvsm7EgurgO6rMlxUh2ibFIdAR6K2lFdw1KHkhxfIv/o2JHvZD/P7ESGrMpBBkGFHUPH2NoK+0fn4dbbV7ibLHbie9piCbivOEFLEVCcZGvHttboYB0lR4GpNx6LNfYfdabHNlrdKdX7bQ0geeDdmuNsqwYzkL3uFfDyAhClAJUyrgqSLQhMTZs5+k8fM5sV2+wwEUB3NUv9NOlWotsqoDe5Zq8tyL7BRTNG/0c6W5Pov3dej3kP2w06IYosYgNM43zZDEyFVrzKz1lmBDQpSP5N3/RNLPu0t7fn9oXLLrss/OZv/ma4xz3uwQUGDqttsOyAeeOttw1mfHgMTItlIU1U5j43kJWdK2VLilxAx7gEZp/i2bip53CIx+u1KhtsDN6eskAeDDw7Y6HqELY7kIfGXAmgZhlZ67g3hkVoGZkui7WEb3g+NoVWkQxgfw+l52dBStMOcLAqKSUSU9xjWZmAkoPVZJGVmHJFYyw7C7cuOVkJy0ZN06o5zE+0jNmYXCP89oLJcI6iWUftKlhWiBxDGJSfr9H9NE7JvnaFGdOGrMIY7S/IYYVjGwrHGsRotpgXPiez3nBJDJ5F/Nth2Mp25h30sGx6MbFuiK4hTMAcf1uiScKMNmvtKYSlIRubuWHZqrSrS9owEgwt6yGxDZY9sFh2e/KO29vhKU95Cv9srGAlYKCL9rhQy1LevfQch+FkI+tQYCdriugJ8gAU6fiUHoHaeDHFKrEYHbKONRIPr052ZzgCk1UBL0X/wUnm6pQ62mGjzEb/6Xzs9HAm7PLF5LqfmJ5fctplx2lMla2xWJNU4ihWz30EwCWmUVgwFRc86aIGNV0FoDpRZssWLl0nTtjxd+7kGZbhoAXE/rF5uPXWqRACodDU9ncg+u9Wp6V7kTI/kxQrPJemoIijrku/4rRGfG5R/zOzWvAjWeQ637f28SRlPU+xSg7JoNTXQkuuh487oCvqmS1oZdkqLYtR2seOZ7J/aXx1AI2bXhWdr9WiHFSYSQIpEP0vvp0tGsM1E2CafR7HF1sALwbdmu5ni+E9ycasAWAqTJEKME3uHAZyPGCK2rylU0pWx0RbZd+DaG9605vCQx/60HDixAl+fueffz5nKL3mNa/JsB9lLV166aXMFHjWs57Fn33f931fOIy2wbLDLPRsTLbpwfbdZuzQ7mQZxdiRwKTIBYieYgw2dXNw1OeuvaOtuC8bZyA7q0Wrf8CqzpoCK6vH8zC3Mx5xMqF0bouOERwvk3MZ54Vox2NQHpmcuJ0E0kvXSEG8mamXYA2cCsISs4Ui8zaO1C4UE4xGut5Rr9TPfqIAqcEeEOhUebWW+dN5R7KsO083tcUBNo+Ega39opNVsWzEc1rMtUSyMJ9rn8N7JZhV+orVlizZVLzRiGUTLeOGc3XSEPE+i9yWmFzLULZPyzVZpyEQE5KxJMqguFhWA1QNBBDTd2wGLX9mndro7IxBKK7VEoMuXQAmBvW9R1yqHeNZqcCf04eydyAGTKTNWYBgqoMVWaxxjSYtG86wcNby0P6lsy5JJRH68WzM3LLBsgcXy27y6tZpQ4M/pn3Ywa7FCWG0maZQybuXMQ7gkgpDn1PUP6ZYlbSsmiOI6FDy0nCqDTwDzlnQxUwMHWKlARmAaa5Fa1hlMjha7SI8l7QHj1+zYsQ9MjBQeiL+ZGkMnv4pMvSmOnjc1BNxNqfApHeuSrGAAvjxUrbQWY3AtBCZRiCROciwOufWVtg7Ngu32jo+nsmaLWQcQLfsnGxZETgENQ2FG6oLk3UbRv/JKtF/LRiQPB9c0KWOs8kOxBqD1EZ6bepdy3jivZfpQdxFQ7r4S4Fp1kYBpzyWDDcJ738x5Qorq3rt9LRq5TkgIMUqwutwthaK1GgbR7CwvUVBdjz4GT0nLlf4OYuMtPUf85jHhGuvvZb7x1Of+tTw4Q9/OPzlX/5ltu3x48fDf/3Xf4WXvvSl4cILL+TtCZxSRtPGzgIb8w4ZRlSz4VjTytZxjxHnItZTBMcFVX6H4ldqY8Y3Z1zymbwFfFk4xrqwrDufTpET4/0cpxLPW3BfB2xw7K0Fib2U5MaxP5sjBp5xEYeUsCw4nxLsCZlZVUerdUo67UzmeCMtpYzEwnzOu2x3WPZmW+e73y924rPsTua3U9qEWTnicESMhDgWNSplPWmDnthOQ5DInkW8V2tJk4Zr0XHAeUZMGEAci/vrdVKBL7+9o03e35Z1cQ37J9ivkFVY+gyfmYet8dpx37hPwuWqOtMLsle8NqhIB3gO1mRNawpm8W8MfMQ1uWEfD1qpQB1uggF+a0MZAlZiQe9zyi7utVlH9K8Nlj2QWHYSAiDa7Q/90A+FO93pTpxutbW1lf2QN/icMutIsU4eTO8vAdPCJN2LtZtFcGXSTSxxppEztdtXgSmkQsz2usJETWYKBZQGBUyLT7QozxQwbXEYSEqujeBasJe1zYn+J87FWCgAAQa2AxlzA+BVJ4uSQ1JF59Pof5FZIm0lLV4pUNVofYqUp8NlHLvi7I3/T4BplA3QFCtJWbbXpc7jsqaTAtNCfxl6N2Y7O2H3+CxsFfZfHOVQV/kA8F527BmTuiIWgQzqSCqw4T4T+wssbtyordcP4F4NOqRajZmnuXO36wPx71j4SvudfRdEuJ7F7StFylpBK4KPVvPSU1uKVHiOcRtlto5xKBSWpMBzMKR/1kUNK5TAQCdqabvkunxg6m6Hiw12RhAoXayeYuVpWOlXAOi9/QrpgXIsif5nSRr4THDso8KD63gPziH7rd/6rfD+97+f79vTnvY01tun6H/J5vN5ePSjH81FTgUT/uqv/mo4bLbBsgVrdZzC2NY7owa0Or2Arh0fSvhQxhJeTIcw31t2gb7trQ7PklFxzb39MNvfT6SJNAiGAVqbESUMXMUyqJceHV1IIhhhXuGX+g7iyBsIgMftVKOwMNf2c5qTQtw1MH+uUKglSb3O5nQzX6YXnjo/sI2wX1YrwBaJcaXAAG9jQHpRCE5iUUmXfOA7WnXejsV6umKgkZiCMmvoNEHmmyV6iPMH2+nJiZVIObatRwjLhqLtD2FZxQAQgAVJBDynFEDqiRqR1c7Pq/tbZcs8s310AMdPNsTmtfcn1hdYJlh2md97JYs0ZmaVHJ8luQBZx3kEB3TUNwTDM7+DdXBKNgC2ByXuzBii/ZgLX8k9KTtYs3V1PH91zAMsm9R8kHvjn6gf87nuh5G/wva0mje+y3xU66OWNGAd2nyPY39zsGxS40Kf35oCDueQ/dYBw7KTPKGkW/BjP/Zj4S53uQt7jM85h6oY6raMMa9QwBAwzY7hTbplqrpuElOsFJjq+Zch7O13C1RhCIjVJpXq5AWMQtTuGWEq/j56R5Mam4DpmHIS5QQyYOpZCZiiJY6yCLLkuEnKvFTUlZQAjzbct8llMuI9QWAqEhR6GGcx42mDliJ+PPFxqNeXSMiKSTmC6BGUdtpnwpg27L8Ww3uJwBSdsq1yAbTPzk7YP1buW4vtTlJgsE0CTPEzq0GkjIR0USFVNBMHdeUcev0m7XvtwNTIICQnkxTNyGTVFCtrGrwZR/vL0mRK94S/o+e+dFKsunR9bgM6FpMIfNwmabNxzNrP5P8qAVAJFPFgK5F/x0mYXZLDsvDuXYXBhMC06HSHFCtZgChLQ1kBqdTKqOi/SbGqGgJTuxCQ31HHNkueMsEdTi3dFL2aZL/zO7/Dv292s5tx8dJWe8hDHsJpWG9+85tdpsBBtw2WTbFjl9LYiNMA7/C7V9yucDydR6IzYGRwRxiEPLYSbpU2iXMyslm7Yq8TqOee402drbAQ52BV2yEnZXNUWHjpdhFXSlNr0g+ltQI4fMhRRvctCWw6bdD52kr82OOiowpNyCKY+VZwLDKOFBbbbDtnfrXcY8f5I+2oYlkv6CxOfPzOZtPYDCbEchjcRIwtbamt6eRe0jtEmqznlQHG/pEylsXU+i4oHheKxkmVOOkto5WwgkiJwTNDLCf432c5Gof9UFCh1RLcXD5mp+sMz8emrkvbvcKzQ+31TANSE8aDDOuWTlGQbSoRwSR4ZZ8Fp7cj23LOuH+sJP2ouhDx3AmGhTZyQInGAj6wCQ4khAHsb0MECycgJfeG5hIx7OOG4FBN8bfsV8jMlLlrORRY2dihw7KTvKO/8Ru/wQ165StfyV7gjYV2Z6vnTKk5WOGY/DLKpOppvNBA4Gn69AdQB2oGTCkSRPszgCnozYnDjSbUEqjUyKZJ0Z5iRv+zfb9c00jb1gJM7WBbAqaomyrnicdKmJ1DzjGZxDxDMIbOzbhfpufiOqSMHIKAIpkYYCIqToSRYZdoOZWMpSjS/ZJjx36YOI8xcmzlJpJ22PQTpzF0X7irDvSdne2wd17568WRGP2fzXsnsV6TYZcjkHM0nRIGKzgAeWkq0X/6v9EQ1XMOAcV1AVPr0JVjZ+czBZywjd4+3jvZADCz/g3nKWosk37U0HtVONdQQQwtMGdSXBO2ROzDMxorla08HP3X9o+xEtOk5FxFtqqyMtJAmoxRk6L/1qS/V5hxTcBUdvUWQC1joHde43M/lzVZ//M//5Ofw8Me9rBw9CjRntrt7ne/OwPT//iP/wiHzTZYNpSZ542WYp1F2xhh5oPEUSc6oKWxWxaijCEEz0QdZhmHI5btMmZaFteFk6EjaQiL4pw2dP/GjvMe61KcjlyLIeJK1F8tXBJqa+pxZG0g+yJZwMy7SWadtqniYO1P0kbKiPMnB9ZsloxzLe6YP9XpVcKyWsBWHLwgTaFZWaYwEt7nWqA4O6fZlh18lTUU4VPCssfKmyxppR/JUB7G755/L3/ATRNnFrYzvp9y3xUzxWAoBzmHAi/YdzKHe4VsMNYMO9c9Lp8fcBmOY5aRKG1f1VquDXVNDRmgd4ovpsmbYBsijk0c8Px8+mNK4E3WZoNFr8ZY4nRHST3MHAMGqb3/Ql5S8g6syVuDU2g1mYCWOSBmOiztUIhkmtozQR1eWS822AbLHlwsO8n79dGPfjQ88pGP3DhY0ZK0ogYw5mln1ixzUjhpWsXT4SQRUmCqKQJ99H/WEv1vZjtIG43TdYTzNKH9t6RYkYEGaGm7hFna7CQvaLvG/buK6waYOuAyS+dw22hSrCZG/7NLwP6np5oIHuy5BtqgAN1zUCbHMcAU90ui/wWzjD7newKm+xVgun9k2RWHK5mAUn1n0mvTewqaWv2zgvST1meHEhf2WrsLDatYUpHXW0hZk5Qeh+mhn5ei/2NsxUCepi6V5C7AWvXAMnkGBKa2z0nq3BmORyqzwDJnpH34t7BWWRYC0rTscxrx3DJJgAZ9q2qfHSqWFfdXthEC0ynBuXPYqMIq2W1uc5vR+5KWFdmpU1RA8HDZBsuO1LFHwwyaEZalwxbS773spz5ltk9rFekaSWMVsgBJBlQ1lGtzgaOjiXjLzhFNlcYnWC8BAFI8dhvrTLAB9ZKWec3itdq075I+PDrdCheSY74ksC64GbOyGtqKQfkGk3vVpfsXyBieea8CY4q4TrKEC3kGHjvOe1bePAtYMZEvchjfrVh2uMhaXAeiTrt8Zt6BRI+V59woP2fHBDuPW8w/NuAwxrDPGes19Pvi7O74ZAMoIxj32fugGqiG0Vhqu+4n454vJZUX/q28F9qX8H1L16zJ2h/XLSwhAgWcajb1uSKZqNXJiNIWNotwpCXMXiNXUJWwS6QGzTay5saMNnnf7HbJ/d7g2MOOZSct++5whzuwWOzGKtF/b1CHwazoYK0tas2EnA/gAwtWoNMnwFSOyelV+330Hx2tQ3IG8doSJmIy0cIgnd4U/+8zYZ5wuf1/YYGeXJc5Jhs4yjw9Ijf6P2SeQzJpj4mOSZQRB2fRj8Lr0whhW/Q/A6ZD4NR1jvbOby6sJkxW6nPeM/A0h51np9cmEVnPoY+mqWazsDxKTNby86DCV8sCME2cxfqM+uh/Zh7DkAMdUbMTFzLec7HvYYMuU7J/q8liwfa3OL6hxh2DhSGmLbZ9BeDjvZf5u9wI6qgd3E0qIM4+c1xwCxN8PlD4CorSdelVAylWUyLvdnttZ35dkmIlf3dBnJhWi4vOMX1L9NgK43hfudbR/gOwn1W4xWPZ9waCWroYF6bwGGAqK6tVfs4So9Qqsssvv3z0vhL1l2McJttg2QnO1SkBPswCIXMChTiGNDFphb1EYytqzDOW3dfsLCYVOPs2mXWmoiNxyLGIWoarWItTRzNoDNarWF7IFdhyiBExkIjnGq3nn2q6po0R3W5zzmTcN/q0sp6wpIZWIoZi2gZ2rVfYlJ07McCe6PFbJ7dfnDMJagPOdnGieT8SRyATBrbC/rFhLGuvX9tD6wTBAXH91zmugA2qtwQCmVCwR+o8FHXzOcsSHdET8GDreysECOf54lpds1GQqCJt89ona8gJDsS1aWvWHPPWSngI1owzxLIxcGAxVqaXPHQpU7G+dSzb9mkbHbyqmbhOceQpdQZKmLpALNFta2sK1mQ1WDZxKgNhYEiPFm2DZQ8slp3kZP3mb/7m8Nu//dvhIx/5yNoacpjNFZSvWSuD1WMaYvTfARmDoI5F2rtFKbIuu6qPIhnQFcfKwOmYxT9GXgv3xdeMisDUZYwupkX/s8OYiLMH+iptLt5jumZxsEr6BaZhZZs7/SBet8sqzJyRUB3SOxaCSRuZHMtAmRKVXAwsjkoOOA8YRKdsc7XIoSqllGJ1ZLsOTCn6v7NdBKZLWcyJwwquB9vJ7RCggIEIivyXGOn6WWTjLtbkrHTvhXEWKnth4DyaOiQLnILzfeSirHSuxEbegx50FRgj+LcFdImDNRbawPfOA6Yuw9xpmLzvrddTGIOT1HU7htpnGf+fFSKxC4uxzwwXuyil4AV10CGtAN4JwKkunrSpIGeBY2+rLdfwc5bY3e52N35HXv3qV4/a76qrrgqvetWr+Bl/4id+YjhstsGy0/Cp6xDLnHaFF6SyMC0WyLPnF8khlb5KCQNLlAsQWYHqAR0WbcLKxyDOuKKhaqUU6eTEhXnOZUuOHIDgOamTyTq/NWgdx3BeI8A2HgOxSKCwKcgFByvMl51OvcEVQ9eEz0ZsVbxRdbzmBawkG8QLsHs4tLQmcHbuz5lhoB5fLo+SJuuijmWNxnpXQG5hfgrrDcz2s+QAKe6JY0LmLO/bn2BZb12xJgnCntgC+KfgAOt8VPl6m9eSSf8fYJC2GOzTF2oz/WGof9j9WgI67r2WdQkUwyqxzHmMhXF2lezWVvP6UgnXozwE2ljmsWWx4nyX1GzIA4XFLF3nmIkzOO7fBbcoExBY4i22wbIHFstOGs3udKc78c9d73rX8IxnPIN1rcjpan/WZT/yIz8S7njHO7rfvfe97w2Pf/zjwy1ucQvWX/ikT/qk8LM/+7Nhd3c32/YDH/hA+Pqv/3o+Fm378R//8eG7v/u7w9VXX716I720eI9tVRkwBs1h/A1G//HF5tSWwA4uBjI4YJK2yd6eOlq1+NUIIJdV3AaA0ZqGW7QxwJS3hwiWA3zYqeEds6RH5nzeyw3ECVmdME56jKfVOWQYoTNR74S5mTiJ/Og/XkfvnB0R/cfrHsuiZEeVOJ37CVEdrUl6W7/YytKx7XHB+uqN5keu2fQFirovjm6HxfHy81geWTBDwGXG0nXs70dHq7AB43tjWSUKTHtAM2uJ/lsdInxOth+tUxs7c2LZyrjxl22yl4LX0K+GHIwZc6igKaZtt+eHdLf0wI33zAlu8HODBWhWwRaq8AqzXUG8ZbziqVZ1oCsoda4tA/J9v80Wz1OAqTVpR8Ymt3NiKfJfkFnAIoJSFRgW22tjjJxD9mVf9mUayX/BC17QvN+3f/u3K376/M///HDYbINljencBItFxTmFKvdDeNbNADKBHxvc8hi12SI1FnFlLAvf0ZhGWJbZrBHHjsSyxSJXJX3NZJ8Vxx+7jqhhLRtIN1IB1bHQBvgso0ruqcWyyCYdQ7wwjhA9hmZ8GKkAcy/duVH10Q3mNfcma2tNwqjh866IkzA/hTjQM0FdSS+c/4cwN/Z/i/HRYhB4cXQrLI9VsOzRJUsKFDGPrDHonRFcIG2NfarTXo1BZksOSILPTjYK3sN4THVkriMIX7xwh81qsax9DLE9RQm1lnHE3mdkKXd/JG1Mt63cixoxxfoAELcX3h1dl0iNDjkHbJ/WkxjOyJqEYWGto4SBeM7kmmQNbYumxf6rdWViceScUFXQdsb3SwIHHpa047vH8s6OBxlt9PG8hoXl/FFybWOHHstOKnz1hV/4hfr3s5/9bHcb6lRf/dVfHVa1D33oQ+HXfu3XwnYU7Uajm3if+9wnXHfddeFbvuVbwo1vfOPwx3/8x+G7vuu7wmtf+9rwR3/0R7rtpZdeGu573/uyXsMTnvAE9lS/5S1vCc997nN52ze+8Y3uOZospuJni0WkqnsLyVYwJi/iVvx7S/Zd9kV+kuOSOHkuQt9X3pPoPwBTmWD3OrkAdshShXFjTYWPxNDJJQUN4nVXi53Ya28ZbBCY1tJuzaCmgu+tZguLJQ5MurUk9p6K4mcpRNxXZEKLwuLeufiZOI7IOHlyVXUqXobR/FKfQvBn9FibTYBpaVfr+LQTEESEE5FyuT+e7pM9/pgJnIGgky4Sgen+0a0wO2+vvP9OdLKW7hWCUvphZkAaWe1E6o1+VXeR3W0Ex6v77HCha/WYzgAw5fYaYJoAhszh2O/XvUueQ1zE6ePz9YThB6zJcSZj44jvk2tD56Qrj4Jg0zqe+zGnY+PEOQHB1dAlDGgEFgsdCJNaToDBBnvs+CxmGOzARYUdp0aNjejo2K+nE2MAQn7vVzTOS8EWcMJyoZQxTo5VmahnEZOVsNpP/dRPhX/5l38J3/Zt3xauueYaxlElIzxF37/0pS/le07pVV/3dV8XDpttsOyATI/MaY6NetdKRV30vLHQzLxL76++WiJ9xWSAeVhud/UFUumrfWazcjo3nU5W7qU51s5HVk965mBZHOt4PmhII54aRHNwa1aQtjD5zbzgnq2Yne/U7SIJGA67Uat7x2MSHuV5D43vFWDYkpySw4bl8dxeP2BAN0NiyLh4K87bbfMbalRaPKSSAdYBrTs4cx8wJRPLGNQyucU+JsbBhfhstrbC/s48zCtYdrmzCGE7YmqL4WXep3cgYr8lrf3ivZY2zmyQWZ2/MZtHalI440KpmF6zQ84bh4Yc/DZTR4lAJSxhji3rEboH+lmLgzVnxDZbtk7pC3Athwoot5AGYA3eM8fjGrI7Sfoj29HYEhnMfGJmXTqEAT1O5+RcyWI/owLd1WuLz5kdrJbsAGuaJnPJAnG+kTG/oMkqLPyk4B0sdLrMYUO2wGCPrBXkXdlg2bMCy07yKpJT8kzaiRMnwnve857whje8gZ24xEAl7SxrT3va09hp+vrXvz7c737348++93u/N3zN13wNM2lf9rKXhS/90i/lz3/sx36Mj/N7v/d74dGPfrQe49a3vnV4znOeE/7sz/4sfMEXfMHkNifC5EPbyU/txS9F/+028g7rop4GgIIHA6q6LywwFTYeabLudQtvZxgfNoxI2/+3FDLxbB3aPajHqg6HFJii7EMewRoBTNkZjk7tHlC5wNQeB4Ept71QmAYYkppiNWAJMLVOmIpDZZBtSPe3lEZigWl0SrI2634EpUlU1mGFO5NnYrZwAn9G5zLOKblGAqZH52HnWFngehaZrHPrBJdFDQPL7ph8/QSIPPkJjv4LA8CAaKsppvt0shT8vBhspc9f+1Ep3UruwxhgKuwiZ0GVpDjFQI1nCfhrYWyswQaBLH5vo/+44BpyavLnkC4nCwrnOhloCTisMFHY4WxPMzQ31EwkKTxmghP9n1EQAtgl/JWAVt22PfqP/+d7IEC9FvmP75d1vrtAE++1YV6FrUW5orHX/kq8qHX/s8W2trbCS17ykvCgBz2I06Yow4eC2/e///0T3Edg9B3veAdjrr29PX6+tO/zn//8cNFFF4XDZhssa0wdiGUWZDLGy9g2kI6rY4E9Bjp8EM/KcTPnZz+mCRmAU31VVqTTDV9ybYGOydrNzbPxhAEZzxIsK44JM4fXcGF3Mmdx7nxm20fjs9VgLGWzmLnQzTDAa8H7q5g44gu51rDo/HsFrfbEhE1Hz2JpZLXEwerdJ5mHHbJA4mhFs2M/zsNTnFvGuM9YsgYeEwOcljCA22ofSgOi3d/lPpNkqLFjNAYTvfvPTNZ5OHLsdPl4kpXlGcylEphgD67tb9IWwRY4N4smOs/DjqMdM1oM3igyj3Hf0pq2ZsI0xokaWIVFLIvvghfciA7EqXrLbp0JaSucJ8Ffyjb3CRbdmIQfeHJ7jvOfSDr0N+JFj/lLwS/MGHKOO4U8oe3IjofjVEOhMAp0Ub9TzdwJ7z9kLCTvH73f+Lk0m+eVZVufjWtunId6+Tszlo0NHG2w7IHGspOcrJ/92Z8dzqS94hWvUMpvyfb395m1+tCHPlQdrGJPfvKT2clKN1KcrP/6r//Kvx/xiEck2z74wQ9mJyt5vUc7WfkllGiP45hDi8CVbYqj0ZqJ/utA4G4LwJQ1WTvW7YIcBSJWBdF/TeVmwFo4Zin6b3WsVJsQmKzJNeyv755Ya0xr5wmt5fwWmAo4gUgUg0K+ThN5bxz0M2DKc2wjMLUpVgIUvcnVAaau8XdmMdAqeSBR8f7i+mPSIRC42/Zhv0miq4YpwG3pwGPPvpG2xucAkWDdhuUCZuF4BZhu7+yHxfY8zL3o5kL0WMlJFoGpLDZt9F8cXzbQEAGpVygtvY4UmK4cIR4yWQhBhVwFphaUIhiJkd70+ThAfax546Z1HNK5CSiK41s3G4j+lxajeoA8sMVg07bHjAMMXmmhT89XdebwuAhiJwazknb2zkw5Z9Wk/yIwHcMsKTBvrDOl7/OVgAlG/82x9b7h7sxYAEZGZAr3kiGtMhDjLnXt+x8wu/vd7x5e+cpXhi//8i8P73vf+xgz0Y+MmX/913/NP2TyjI8fP86gVHDWYbMNlh1Z/Aozi6aMWya9HQPOytZjPBvyhbth8qmjlZ16ME+ITjqNv4J5xzpEpNCjcbCqfAAd04x1iXkaiSVHq+AXDrgVgnslzIVBrNasr8I2yfMQLNnR1fpzieHcq/ekcs6kGI1keKCj2hbWcWRiSmZJK6uwB+3+JQcrsCEZ+/F8KnIBizKW9c7hXY/uG+dGWe/hpBPnbZrv94/Mw/EKYWB+ZD8sduZhy5tnAVNzhosEX+UZY98DGSQri4Y1PvIGYB8d6HtD2TMtzxefm6SQSzuM5IhrXvbpio77xDxHa+N5+gBVN54oxqJxD/0QGPzyju0ENZL7Fv0E3bPrpSCkxlJzkLm0trEydnj+GBgjrM1khtK90T4an7N8ljnap2f9de8f3NOMyY5O0jyopfUR+HvDmMb2R96XZBm36pN3O06+vPXsf8Ds7gcIy04W8iMn5y//8i+HBz7wgeE2t7kNM0FJNPYHf/AHw0c/+tGVGkVOU3Kgys+nfdqnZdvQOY4cORLufe97F49D3mkxEbIlZyrau971LtXmWslKbCWr7YIv6+AhDdPQM0+LJTmIM1FIdlGk/Sft5EEpDqCrsKnSC6m3z/uuCCrrg+XS1YUspPfzd841TnR6iGj1KIBYM8vaQvaWTW8+E07qmpWAkMeCNP2wY1MjaxLeEXEUTS0UYPue+T+eh9jcx4+Wnaxb24uw3B7on+Bo1zbid9gOC2rwMzt5635l598otkZrdLfUdtOODGDZSHty6roDz10AO9WH48HKTS8xRAp9NdMzJvOeg1MUL3GYJ0EA55lni+2wHpPje/cEHCVaCDBpg2Em2WDMWJ00APdJIcha8DG5V4bxY6/T7mOvZ0yxlI0VjeSX/vEf/5FxHKVNSd+xPwRIKaWKtl2HLNQNaRss68y7lk1TmD9Ydsi+cwNpq9k84DltazrNGpyNzjsaAikrS6cIKHbD28bFMDtiRwCziozPGdV9rtV1aByTXe1HtCFSiMW0gsG8oHhxf0j99+YYJ4ApP26QsJRZcqbM9HfFd5jVY6QQPK1XF8sO3UO7rvMc9v0JwmI7hPN2ynIBW5TlIU7QEm5L5LucZ42p5ib4oEQBB8tl9RWUEdogr7GKJazhKK3nBGKLzsKxNTSKzRiJ00vnRl+Cc8xSLZF+fy9gAMxk2wbcRoPZFYzVIFfQFOzKHMHpWJXdT2SvVvpU03OAehmD15Os+WBsKK0r7L1Tf4tdM8C1b+zQY9lJTNaTJ0+Gz/u8z2OaLaXxf/jDH+bGnj59mtPyf+d3fif81V/9VbjlLW85qVG0HwrP/szP/ExWnOqSSy4JV1xxhbs/OWbJ7nnPe+pnT33qU1lz4au+6qv4eOR0/du//VsuqvWABzwg0eYabbBA1MGgUHCJbLQeZhw0ZCBxo/8URpaX24sog1OLBwaeGPvICbNbuVBA1LHiSP1IRytG/xE4S+RX8hkkSmhTh2z0HyPl2f2A1Be3yEs3Sbks1RhJx3Qx3U6epet8ifqpVJmeWWr2+ru+sAyLMOsRf+ooxbR8SQPS60ivnVKukvuA14rgC3SQiulVBpRl0X+00uclE2aCF5G1Tif8XAT2EaRi5B8da/R3jRGcLNDkHQRNHHkGzHohZgtF/2fh4iPl6P+Rnb2w2D7Ss2nFNLUqRo45LTFqsmo6TwoUuPqqygX070YS/bdOJ3Si8e2pPJN16bPKOEBtFXaDAQeZvhECjficNBVGj7tGMJ2dv3Bsm34lwNVG/1vOpeybWRmYYrvouXKKHzxfyyxQILefOx/GAizRHYxtS6L/2bY921r1qDOd6a1paZdyjXhvwXHd6b0FP/oP90Kj/5KiJpfH7YYADUT/efcx920T/XeNUqUImP7AD/xA+Pu///vwD//wDyzLRHaTm9wk3OUudwn3uMc9OMh92G2DZY1Fjf+1WO1d9BytNF+TFiRLuCwydrurhSlYlrbUIq4xLV11W8nBijhrYgQ8Fqpc7kW2LR1XHZGEodvTZXGsr6UeK0aV8RrXF7pRlKGSmg2Q9irtxm0HTbEkDMmegybbp5YNQngC2JE4f6KD3zrwiscDi07ZtbgkvOszOvNZujc6WtFpKYWgLJYtnaukuR6vjdms/H6YOZucrDuzcOOjJ4uXtUNZWTs7/j3F9gsLHPCM9FXeUwpf2YKtitu7+TrDiIKD5HxDti7WqJsFiEWWhMGbnjvJRMP1imSS4RrUaG+WrFt3FJyUGAiXviPnttvT+bE+C7dhghwfY8W4DjcBe9Y3FZMMMZY8AyIR35e4jfaDdbCL5JgRRwNj2sOjfF/jWix5VqusOSwm9Xw8fQNie0EWEbMwQDJMsKruJ+M6v9/gxEaJhKb3ZfqlrmX/A2oXHQAsO8nJSo7Jv/mbvwl/+Id/yI7M293udvw5OUbpQigFn5ytv/ALvxCubyMH60//9E+HO9/5zuxQFbv97W8ffvVXf5X1WNGheotb3II/Jy2Gkp06dYp/8P+7u7vdfyB1qClVZ93WeUIT52qm84eTigi0GxYCe/XJcSjFr+iaBLRi+tjQwGV1+iAqxPqjHFFscG5YM0LaAky7ax0YITRiZDQJ1/C4rD6Zpq3Gc2iku3bfPKF7m0qg4Dl1uPaR2dLk7TACbV9tZTlmx04BIxesUMAGTY1OlkRcnRY/UQO42BdaNVlRuwoAO/v0Md0NHaTbW+xkvcnRE8XLO+/ILqdYicMK9XQ1csqFr7YNEDNp7FiJVZxfOJmitqdcuhf1bOlL9v5NEUmK19K9q+AoZBZRv+jI2axOitUE528PNmHh7LYRFjXqDI1FVeD+D0b/ayxK3E+eR0yxz4CpMl1kvIzyCQPVWIesNMYl+lD0vFDHClMaHVaqAlNv8WeDPIMNNIG1OCf2i2UApl5xNIz+Myg17zM2I44dWaoZbVMbB71mbzRZBx7rLHzmZ34m/5yttsGyFsuCPp86RUwARnSsGxf1o1ifEc9m8iHoiEu0MHss2y9e4/gQHUad9juM4Qany9ilQwpWu5cUWXY+m3HKS8ctaXmvM9gopIssFdiRIygU3E10ZWMxqKQArAYFkQknbEdH4x7349/d/NM7hQG7iE4mBsVKUgG6dCmQAUoOj5Lx9w3PQPEcNa1nTSfvBT/rWDySagsI1vAwD0pltbQTyRSO1Jo6PumcLBcwCzc6cl3xcEd3CMue5/YHaXMXdI2Ydpsca062FDDydP2ogWeSvop/7+XzO/cFxHZ9A/q/PTkBDUaXiUuugfNYr0MY3Nov8ZmYfZkEUz7fKF1WSwzSz01/sYWvZBdcB9rtWk1IR/LfGBhCJ2a/Xu0LX3XyEL0TtyhFVZMMwUxGxLNxnM2eCTqPJVhRvTYKNDkEF73uEXMQ4tjYDzTw2JBVhXUG4KKT+VIyhfusCwmYCGkArr/BNlj24GLZSU7W3/3d3w1f8RVfEb74i784fPCDH0y+o9T+Jz7xieyAvT6NWLQEmH/8x3+cmbAvf/nLE+/0b/3Wb4UnPOEJ4Va3ulX49m//dna6vulNb2INBpIc+Iu/+AumF3v2Ez/xE+GHf/iHk89IM/bznvy5OfsIWWk0uOuCMFZkpMlrHiv1yYJxj7RQ9/rBgV/kuHDkj7DSH7E9DbhFp0jyAwzM7W0+NwMr0qM8EqMtBEBP74fZyVNhSfIKtO3Ro2FxdLsbXKgI1qnbhOWp0xEcIWCAMrD0ubQNB8UkshQBsbTNcxjVBhU74ZUcBPxddI7JveIIZBzMdIDH88livvuNUfVL7nBxeMS33kMZA4muFF3zDt3b7T5lJl5zB1jiOVnvNkaJ8Rny4WIf8Z5x4lx0UgnAUSegh52Xe+Qs3+ueaewHXAwHotB67xbSB/chSo73Uu6/edaqyySAMDqaue3d9jNpBztS4R0AgMr3Bp5JB8whhV7+H/WilnRMmJR6QG9YA3p99NzivQ+x7ecdC6duciTc+Krzwpvf3RXVu+Ka24U3v/uJuutX7N0yLB9+NGzf60ZhSQtRvm5qe9ofE5Yq9RG65+I4ZlZhr2eU3FMAFhr9F3av3BPahPoX/aGayfvpM8Vjaz+Hd2sIl2pbYr9LGLTABqfxY2cnLHcimKbm7S/D/PReCKd34zMmTdAtfh/4ONSv8H6EQhRc0xeJaQxpa8gCTt6JngWd9R0dF+hrBDDClJ+FSz7+4vCIp9436dPcf5K+Tv9EEJqwUeA7GTP4ZHrSfoyhonQ7Wyw7IfdsvrcMs914z6gvDy28jQNeTq3vID2TKGuh775E9mM/5Wcjz8CbR+QdwZRAvBn4vLDPxPe0d6T0QQ1lg0jht2xRLAx/6LMw1/GcdfRIWFDBDpmLqK+JU0j6I117XCDg2Pd3f/d39fu6sUlGmUukc0UpWB//8R9/qO/iBstGLPvND4vYBt5twaGKZfs5tBvjI56AuSLsCs5xUov59V74Y5DFOhZrxX0shiHMtTjSzck9lr1dN1/T8Y8Rlt1hbDRPsCx5z8S5B0FMPk83zzNW4XkH7oPOO3JBEHC1gWCLQ+z/0WrOQrlXcq9lvOT7LNuYY8jY7GHZb/lM//4SVhEsS/MV1xfo7ksn7yTaoxbL9usZxdh8vVAcEudjG0TGoBo/U7nn3bw0I/x4ere/XgfLJtl42AelP5fwrMWyGqjscWXnYJe12p46cxL8K9iUMbSsk2YFLNsHC3X+X1awrLRf1nmIGeiZHTsaTt30aLhRBcs+bnGrMH/EkbB1H8Kye3rdOP934CTei8gKdLGsFr5K+2/HwuvvLfcZJu0QhuyY6YwLyaQPiZzH9Y5lt8NyZ9vHsqcIy3bSC7Ot7RB2GrGsjpuEZUWqCXCNrH/0OuPHEfP3uDf2HdNfEik8wcWCZZ/yWdAk8B/IvpipqdlViGUdHCu/hJA0Bywb3/dRWLY2/imWpbGnn1N4/chZgrF9Mg+ZzEfF7natPwbLxh+X4ILXoHMW3DPZDvGsrmE6H8Hy6JGuv83iXET3jMY12oS+PyI4PmLZvQ2WPRuw7CQn63/9139VPcIf93Efx9tcX0YUYNJSoEphn/u5nxte9KIXhVvf+tb6/YkTJ8J3fud3Mmv1bW97G/8mI0fxwx/+cP552tOeFl7zmte4x3/6058envKUpyRMVnLivuz73xz2Tyl9lAfumQBPmkTIcXnqVDepEcg771iYnX9+WB4/1gFUYvNddyosr7k2LK65Nix3O31IXlzShCbC+tHhQoPQ7MgOT6o6WcnAyxN2twCl3wKC6Fjz48fD7PzjYXn+eWFJoPP4Tjh102P8Mm+f2A87l50Isw//d1h87MowO3IkzG95Sdi9xcVhcXQrbF99Kmx9+Iqwf9lH+Vp4EIrOa74uWpiTzbfCnNp23nld+47GNGtqx6nTHeiNAESvKS78xTnjFgsASyeZdFsb1adBa36U2nG0S/Gi+3LyVFhcdzJpc5+WCkLTkm4bn8Mjvvnu4RW/9LY4kezxdTPrl/Y577wwv+jCsLz4grA4/ygXSqKF/pzA/nWnw4wAPfWDE9fxuZd7u9wu2k9SNbiPnD7dPWNpN03s1B5he2aVPWObqY00OJ/XLSYoCjw/uRdmV13Lz3NxzTVuP+B9aHLa3esc7NT/rj0RFjzoL3wGH/yfr+H842F2LPZlid7FyYIin+wUufa6sLz6mrCk+059h9+B4+k7cuK63nEiQC6CfQkOsBHIoft44gTfL3XGHDnS/fC220nVd3FK0rXx+0HNpz56u1uFDz3oZuFh9/nb8LW3eDt/TqD03p/0Qu1Dz3zXF4QTr7tNuPCv/p37P/dx6tucPrPoj0fnPn5emFE61t5eWNB9vLZjyPI7f8H53Tsj9ylGkbmvkaNInER0v06eDuHEdWF58iT3M37nL7yg2+dUHCvoPaRnunOEj899nI4dQTEtIrk/0fvpaIRlFhevfB3U9+g9pmdJ9263Ow71y9kFF4TFjS4M+xcfC3vndc9k+8Re2P7otSF89IqwuPqaTi6E+sWFFzComF15NX/O752k6nMaDSzY6ZnRNXCfn/fjGI2PVJzvWHxfjh3lRTUDL7lGWXzFFCs+hrwjcXHG94EB87x7DvROf9s9wiue+8a+D8niAdmfIptA94P2Y2c3BI6A0cHOPflcnJxk5x0Li4vPD3sXHw17x7YYlG5fuxu2PnpNCJd/LI77jpYasJKSyL88TxlvLzg/hBtdFJbnH+N+xO/+NSfC8sRJfQ8I/C5PnNBnMNum64nXJItEes40PsaMDb0fZLiotn1G5qr47LSNmN5KfYfeDfoxgSh+p6lf0zgJcxe1cX6ji0O4+Y3D3o2PM6N8+5rTYeuyq8Ly8o/xsWncXdz4orB/IfWLGY+5W9ec4rFvec014Zue/gTWiS+aCpNPtLM0xYqw25vf/GZOpfqkT/ok/fzyyy8PX/u1Xxv+7//9v+pAp2D1s5/97PCYxzwmHEbbYNmIZX/grWH/NCyQZe6lOYreSZqnr7uO8QG99zyv0RhPWJbefRqraZurrunn5ziO8HGiM1LmJP6cxvyIZRXr8iKVHGV7CdaScavD0Me7ueDYkbA4fiScvOQ44x7Gsv99Isw+9JGwf/kVjFHmt7pF2L3ljTosS+PHpR8Li/++LCxOntQxlNsmAWmyOM/znH7sGJ+Hxzsa12VhzBJBEc8KjmUHnARe03HFfl7Dsri9jtfUnmPHolzBHuMpF8vK8SSQXsKyMDcSJqV96N7SmLukOZ7G1BjYmp/c7bAsXTfNuydPhgXhOsSydHzCWdQHBENSPxEsS0b3SOdicJIKlqWA2bEjvEZZHuvw7+zUbphfeW1Y8FyZY1maX3kfwrI0b5w4mfZBmac953f8LsGyknIc5y0+9s5Wh83o2IRlaa6iw9DzoP5P10H38brr+LkoLmQsGrEsPR/qa+L4i1iW36mI53gbmisZz+7076C0n+/fboIZ+H34uFuHDz/wZuHB93pT+Lpbvc3Fst/zzi8Jy7+8JJz/+neH/Y9d2fd9mpPluVBfo3tB95bWb4Jl6b7TuY4fD3PConTPmSwEchTk6Mb6BRzQON3dM7rOPcKyc8aQjFMFy9J7yOs1wLKSObYqluXrO9IzEgnj0DhF9/WC88Pi4gvC3o2Ohf1jW8wEVFx2GWHZq7t3grD7RRdwn2Qse9XVYXHddf3zEmxG7yEHhuO7Ss+NGJTUL/B9oOdF74tdH8t1St8BbNUxRPe79zWOq/xexzUPYdk/+7m39PJlyv6MzyKSM/jzOOYuaa3okJQYxyIRCbAurzEvPh72LjwS9o9278TONfGeXXEl43wXy8qx7Xodxj/BsjPCdBcd796503thdu1J9pHouonuE73b1H8iTuzemZ0U93tYNp6zimV3dnpHuDrnY1sjWYCxrJBIxMS5Ss+P1/NxbN3f52ujcXVxyY3D7k2OM1bdueo0+1UWH72c9+Pvb3ZjXlstt2dhfmo/bF11ssOyV129wbKHGMtOEtAgJ+V73/ve4vf/9E//xHoH14eRzioxUYlRS2zVP//zP08crFLsivRbH/WoR6mDVYy0ZUmf9a1vfWvxHEePHmVtB/zZEX0bjqBI9UhIJdG0iBHaIBnTByrEu5unqU9ZNTppn/w3RqQ1zTcJ8MTzxAgQa1lxOpYTZZfdM91SqKKJUWoe8CN7ETV8+gOFVS1rC1bMLqXo1IT0hwqw6HksEzdPKXCrreMxS+zdyJzQwjVGMD/RsGpMKxjSaJxswOSYWVaHtE/SqLWfSbq9SUtyniWmPBfTD5EtgDqYssCDd4lA+WInhIu3KilW26TJKu84TqiQuiPtkoUWpv9kKc2xWrougCgi7DH8ZB94X+Qe4297/9dhMc1Si+BJO8Thp89YUl7Sc1f7euv57XGGCqDp/Yb3o/Cu59c18N6YMQKfH/1Wlosy9kG7lVistI1NsYJUqaGChTKuJeObMn+654L3pNMHtAyi+N7YviRgUxbqwc4FjUVOksWWDVqVBP+ROeboXMG7nGR6eSlWyX0bMQ4u1/BzFtm1114bHv/4x7POPrEbSVcfjWSWyCG3iOM1/fznf/5n+Mqv/Mrw67/+6+Ew2gbLCpZNMZtiC3euMWnlaHbutvJHJbNjIUqIyHFA21mYgMxelSEfWXmQ2cVYNsEXDeO+ZVnK326bBuRmSpaxWb3aA+nvhDVrti3KZmUVr+N8nozJA2OpZAThuO1tjwWF7JwH86Sd3xP22Fhtbc9a5i3PLCvZ/sS5KpFBQNaaMFnd1GMslroYV7wsYzrDupIdnLNw0XZZk/Xo1h7rtmrgVAywKvcfbr+DZdOG9dhUsVCXwdYVoMvHBJXfaMSE2s+nGmJwcOhla2bEsVkj4B43OHdXMutAxjWRWf/k7zngQf7tt0Wxr7suM++qIRJo9mMJy8Z72yyfgK3HMbRraN8+rGmQ75i2Q+Uh0vujWNa9d26DwLeTYtpE9sNiZPQdJHMZOG0NlnUlOWQu22DZswLLTvJufcmXfEn4zd/8zfCe97wn++61r31t+I3f+A1mlJ5poxT/xz72sawLSyzWUmWweXyBqYqsZ/Q5A80pBovBqvbU0Ms9NDhVafjGGeOBPQQKZuLs0pR7hx4D01i8RrepOR+z9gBbD4GpOAzi98n9co6LTrFms/dpwME9pHXofKnHtft2xKgcmLr789+pFiszYxPwBpOr54gEJp1WgW0dmEcN4IVngM5Sq+VjiwVEZrYeT/ohgKnk+vB9Ki0shq4PK+ja57AdnazbZU3W49unWW41KSKkQFkkHkxFVtQew3sXnXKozcppcRGcJkA6TvDpIuUM67zpeQDYcVukSJRN++x+dPFqQQcupsxz62QQUJu2UccVz6Xnc5yy+KwhyOUu7LAgQ+l+yPV41XRte8QwLYt1ysqnmAxM0bSfYWDLuTa51zKeyKKwEmRpBqauRjLIiRTvFQQoxbkc0+FU4032xUWtzF0y7noBvFqTl6v/nE1GYPTFL36xi5NI/ukNb3iD/v+TP/mTWfeejPoNSTB95CMfCYfNNljWGC4uxbz5WbZ1TB0qjU5H17la2w7xg4z/dgFLFlO8+T2VWgSKm8pZU8gIzYJEXjoptzsNijWPn0OOVr2WCXO8XZMMjePynKMjhfEsOwdjcBMZbmjo/Jb/iwYhnFfTfFHbtdKnVtExn2QJtkOMYZ6TdfbDPJoEccW8AGOCdSvviedoteuOLSp8FcKFWyeHCQNEduGdUh1QJR8ghsXzAP7hdR063USvMxb+7X6ba0hYfxVGqqxBk92nOe8SLB4d5FnwRta6Hna3xxkyuw5PLsu5lxi4wHMl2/pavNl7iEWnS2bvuzhPMTji9k+QpMPlKzYB33fHpjw/HtOl8FVp/ygHpvIgEbvwPV1HES45BmJa714JHsW+FWvG9Ov0HAfL+6aEMCyMNaaZGyx7YLHspF5IlbqIqUqSAd/1Xd/FHYu8v1/0RV8UHvrQhzLT84d+6IfCmTTyQNO5iYX6Z3/2Z6y1WrK73vWurLnwB3/wB6y/YG/4//t//y887GEPG9+IksNMB9FGYISgrmbO8YoA1TJspV0CGuSQ9oW2DrPuJM1FDlwGQKM1DcQtzjZvkqwC3YbnNGLRwPcU2znEEi1NTh5zwamsunIUdV0mjvnSwiHrh1iNtW0BkJnLOAYHXnIMcLgxOAzh/Hlf0M7a9mzRFc/KjgOTIlyHC7A9RoICm45Ry7+LTL606IHtR/j/XgMzAq6xwAYZobgAcvoYgdLEwZo0Kq3+Dg0c1x7vvfSivvqeOdF/PdR4j1jPgC8UjytF/2Ubl8VpwOmQoP8ES5z57gawmMTg2qqWOCMKBVjwuZQWmiXALovdUr/b2GSjtKlXvvKV/Pf29nb4lm/5lvDABz5Qv3/e856nf//Kr/xK+Od//ufw7ne/OzzjGc/gz06ePMnB9cNmGywb8oCIN29YVmX2feO72JLya8YAKXCqnwPWwEKuRcPsrVazVeGFNABO2tLCP2sr2JR56IzbmHF0akAXAp2KafFelObLse2usWxbj2kIACkL2nlPPOdcqR0N65fMiT+E42KR16PzKLnl2JH5XodlneCsh3OqeECcRuJgFXYja+M67G/+XXhfSs/lTL0nM5uV5eMyJfhYXDfW7H6lTCuP3ewUK42N679vfR9N0WclUFkHuO3/ZJYsJZtPCTRbnJex9wsO3sq4kGD+ob471DzLXJU24O9ae8UQv2pW5QgH6gFZ0h9G+78HDMtO0mS96U1vyp5g8vi+7GUv405Nv6mDfs7nfE74hV/4BabpnkkjnYV3vvOdTPt9yUte4m5zr3vdix3BdKN//ud/PjzucY8Ld7vb3bgA1u1ud7vw9re/nfelQlk/93M/N74RPEg4AxE6YWLq5WyrPnFoNdUhZx6CE3Hm0bkxxMQaLv1x1aLeikgGZK0BZ0UHXoGp5jHOklvhCNmDM4KvT4+BwuHm/94lV9PMQAcw3QnEscOwlSqZt0z26ARDQoVOVg1i4MwYMM4FYLHqtvLM7TFKLNahCvNDYKplwpKJhraPjpsZlWOUezd30pSkSIJq5EDVYmm3qVifMl3T6xJgmjg0pU28cy+Uzn2RGKRbIRyvOFnP29rtov/Q9qQ6JzioZp5j0YIFcbDygg1ZjnRElBaAdBXrmC4+gjU6nug8CRMhXVQk4BSd5MscyC29RbplsXrpQgCYsl6NDm0EWPL+mirLSfSftVtjgYtS1VBob/dsneeI/7eBEI3Ad5pzxej0QNBm0EmeBchMPxOdWMfkurqKwrZNAw6VeqO7/fmXCfL1Jy/Mfea+KhvX7Ouxl4GBNWsdt1d9VQ6gv2QV2SUxAphf9VVfpf+/6qqrwhvf+EZ+Tp/1WZ8VvuEbvkG/o2KjpIH/oQ99iDXtSdv+MNkGy4aMgZPJTo2xuG9zwNzuqwykPr13qUFaO0f02CgZo+05kIko+nuY+smfg1a0NifHsT3rC+oIzOI8B7g7b0c/Jw06WhETWzwxsK+sNbJ50+JgO+fWmiP3GllBlq0a262VteVj64iU9juF1pPmmu7Tp5vX1wqjzV6DBGrFEeU5hB0JJ5Tz0vVedlHluSu42X3Y56D/JwHwTnKKsOyxWc3Juh8WnLEMQQPsI+q4i7jK4jm9dkgZj3irK6YMzOeld49hfTCASWwK+tRptsM2BstioETIAsBWTjArtIk/98gE0pEhA0e/U4dqJTAFTEZ0oi6XgGPmDUFwvscDeM3rx4pnqb0zI4cW114ijcVZd7AeydqQr+9r2QKD46CQUEgH1SHuzPB6Y3HX2dDAMtZkXc50fpNdCO9z4giGbAdqdaeRi8WycP6C961gTU7jDZY9sFh2kpNVtKzoYqjR5AUm+4RP+ITrTYuVil2J15p+PPvRH/1RLdBFWguk1fqc5zwn/NEf/RFruN785jcPT37yk8Mzn/lM/nu0ZfpzNu01CY3B356TLBaEQfZViUll91UAmUb/uzZ2DhKdLLgCZpw0qN3WgcDt7nVZ9TpbgbMAybgtn4MGGJrh6Xg02bLXIerzUDqXM+CuNeK/znRqOR7fNwMYEieUTN7DzI0MmGKbYfLNJhqrfesdt3gNCLAK/dRs3x/YS/+VaqeReYm6R5Ji5GpTRZCKwLSUPi4TkmGqZtcpC0Z85UwEmdpDUgA1JuvROaVYhbSCrLQHQahGvEU6Ib+HmmIF6VUIWjQIQe+LBaZDzu+GxVer9Q5j4yATQBbPxUEYaorHWC0tTlqshQECCxpkQ3egmsAQtRu0jC0gbm6LM2Yj40YW8Nqm2DflfY6au520QNzdG/sbgWn8Mv2tbY2XJ4BOCngsKsA03isGslPSUb3ov3W0UnEIXXhUAgGy6BdHhaanRcepLsD6BQcfFR3+Y60x/lbb/2yxd73rXfybigMgKCV73eteF/aocMlsxjpXaPTZgx70IA5Wv//97w+H0TZYNjofvSA5vqswV3d/mOBSwkyM82UlfbZfb8YCeepU6YgDHW6IwSJI8+XtyeFH/4+6rKRJmVaM7sccJhWII8WOVZ7hYrqEoZTYAPMCXrcr2QWfj8CkfK+c51DZwZ/rxuBguWxH+qeelRXXCjIPx/OqvidgKNcJxueuzX+VZ9eKNTD4bj/H46BsgMw5VpNS9ksCvxWs4WD4rhDoQJvROZqlinfLq51ZuejQNjlZhTCA7c+KHBUcrNb5G0kd4mxVrXruOub+WhIQn9dZd/YX6GwTCU1jneyWvGHXCygHUWIlNqzhuiY66xHEVXg90u/lnmN79W9nXPUyCmogBtm48v4lpCDTZg4SRKKMFBwW34Y62OPHeL9G+AaStRR+nm0PwYWECeBcI31PWBvXoqv4AEC6j9flsh5CLIv9AshACXEEJCo6WT9g/5pnXwwUttgGyx5YLDvZySpG0gDEGD2TRl5la9/4jd/IP2OMKMNIG17VEv2NjFVkGV5WcBw0okqLYLIG4e0+2g/R/3i89Fji/JOJtDAwxsV5JwgO7D87OFqzwtv2nhjHl35GeLmJ+TCgS+vRCIThtg5H6xRdILt/jQ1sWHJ9gRcB8gBM0x3739UIY1gNhJYsmWyMNqltY3IeAd/GYdiQJl4EphbceabFi+itLL9Xc5ELsOxih/GcMR49c9KrEqaHdw1wfHusM24MBHO9aR0Xgh/9HwtM3WBA1DzOGCEKhgvR/TFAxUb/3TTZgq4yvmsIuIyj1dVjrQDTSdpjerw4BEZANyNmwhCDdhVg5xmP8cbxYNuK0X9tE/QvLZQRQTbui8/jIKbeHlL78Ic/zPf8fve7X/bd3/7t3+rflKlkTQqNEgPgMNu5jGUzy3AIjHVDQxQ6HIes5R1GwoCHZ3k+Kh0filRK2yqp/pkzSX6LowiYShlhTxzEq2gB4vhZciaUzDp3xwQYh+YBDWr2zsYqHnZYslbayN3b4jczL2SYz3OMjSg0bOfbRPIpOuerhI+kwJJxlhnHOGHJYo2AkkYwBnQLRApxlG1VcrfpuwzLFlhy+mxqfUIxLAYu4v7yp1nPTH4vJNDSYg0YPPkvv1KCJ8JoXMEYVUhCBZkjyXiTd9DPzjJsRl5nQADKC/hbgs+iEuDB41pjZ68NhFP/BcKUMFnVweqMueuSvpJLlTUSrdV2K/MA3lMsjszPZUSbSjJz/J2zTkECVC0YRyQ3qyvrEYDifU1u67rx+TlgHz5gWHaSk/UhD3nI4DZ0kVSY6qw2FMF3NPA8/UR2cGbHadM7xei/a8Zhm2kpSnoVRf/ViVq4NNQ31NRNoc4PtAHTXGT/TDLARLIE2ODf+NkYs5MQRptWSbFqMMU5CxGUr6cCJOn0lq2gqUuSYkSOExPlHWBceMC0nPoywiCFn/kcMtlEBnQi8u05eZEBqwWk8vcH2S7OxfnAFJ1gmGIF+9E9X2wtq9H/ndk+p2HRBIn3MdNetalW2A74u9etmnHhLctkTSQf+POttmfkLb60iNDIyD8wQZPIM77P6OhXFkDso7FvJVHuknmadV4k2jrVrEat3n/2mvcp8LgAkt+lNmXM0HL0X56lTR1CRpYwSpnJGiPY3XbmvJB5MMTeb9lG+hilxOrCRMA/prPKog8ZR7XgRckS7Slhn8VnET9L+o4X/Y/jA6ZY9czWyAKOjv3keTvPs6nf6c0acZ1nYv8DZJdddpmmz1uTyqyka3+nO90p+56YAWTXXXddOGy2wbLRECs2LJZdrKTHimONHasmsIkwwIdBaMJV9Bdhja5IKzCBrKaeYF2xrTg+yvhj5xvM4LC4KsG18zQzi9i1NSdpzTzH77JlPmh5TtMDsl3RMGF0Gumr0rrFYi8yUxm9k0+rETYsc1K0UCObWh3s8XirOCOkT4kzXubN7bw4K2JZrzDr4PzsBcuHcFqJ6SmOJP4h6LOo1xfYMllZEkQfIjUk6zPI5BHCgODY0hoEJT/sPbD1Gjxm8wSzWU39ehiwLLJXGUI7+BCD55Vn6xa8G3JgC0bF4IN9P7BgUsu4gjgWMryUOS7n5m1xzQHHZvm2iGfjdipvlpAtHKzF2bEdTk3uiYP13bUb3gteAvWOVs5eSDIizbXSJGBl6SYazjVJK/VZGIKQykZG4gaOjTGzTDW993qprj4rxJLrRjZ4g2UPLJad5GR9z3vek3nud3d32ftLBalIj5Uu4qw3TWHKnRBqcSGIDlJ2ctmxQIFpJcreYJpiJQt+ZMsBw1BT2mWgBJZlVmzJLqDzkw6kXzmFc7y0m8mRTgC2sc16v4ei+E70X1Omp0b/Jb3LOgC86H+pQEzSRDNhWRvUbqww18aC01L0H1P5LSiViUfuQZLGXTi/d/+zFJMBb5BxgiWH4hVancm6TSnnNkXEST9ia0m3FuHzGBHWY9P9QMKjMmUM012/N9IFSTtyhkSr18yNsEufzSpjxq8dgJgxOrAdvL1x4JJT0AaojGNVHbf4LLx7zpqr0G/MuJB8pu0qOXU9TTIYtywrhYFebK/cM9XcrVhNy89pY30siMB0v1BExE1j7aPxyzHjcKJpCOAb5glPRidJ90/anoLyxDkt5iw0GLCGCbYBpmrnn39+uPLKK8Oll16a3KLLL788vOlNb+Ln+Nmf/dnubfzABz7Av2984xuHw2YbLBsN39PSvFlyxtjx1IwB2fZDZtOLSzJcNNaykyKdkwSjqHNWMV0nkdVKakgWxhkrz2M7RUfrmZarQsOMippNdV4hTrOOdI9dKAE9L01aMCJtg86FsVI+dv6z16aSDCOdUkl7AHM4jqSp64LkPEkzhjD80Pf1r3Wb+G4wJByDZZGlqWSZ6GCVvyUVOgnY1AMHxcBx7CtTihhlGVDcP6CPOViWpfEKAdoMF5cwteNodttv5VY8yS3UZZVt7TV6568FtlTSArLu9NnFc2GbkMjDa5eIL+UaQCprtHbuUFasXg9kM0GwzTtXXj+hWyNOyg5L2lrZHwlQunkMOsi6xpJURo8bDfPHBsseWCw7ycn6H//xH+7nJ06cCD/2Yz8WXvjCF4b//b//dzjrzXOwknnspwGqv6vLKc6GxEEgxwZgIY6QhGwFL7llLsU0GNZVBGo+D0YYUUxo+1TEZauLJuHkYRbXGgGCNnHqqgLVlMXalGJVS4FoGUBlshD9I/ZweZPRilGwmOKh6dSo1SnmpZQU0kxwAcOTKucSFNLpo+MwrVwOUXK8T3LcGuhGh5Y1XKQogI79gouqQSEs3p6ef3S+ioGmpvRxvsZSRU0nnV6LV2glYOP0KV0DM4cLi0AwYgZwMERZoQ6Aw/tVEzCXd0L0q4jJqk5Wk14F+nN67IXjCNPvcxbwZMNiSCrJZNmIUgwD0+QNCIz6zzVLxhuzr/tO4tgJshQa/Wcd1o7tLYGm5Li2fwkoLTFqlRFhgk6yOeBsYVgq2AKGR6fBSxH+NPqfMDeHFloRlPZa2zPf0RiDbPS+6biL8wuiMZkT7HnGsp+T/U303zpscEyT+Qij//KuSfQ/6rL2xSnieCHHg78Th/8qzKZz0D75kz+ZCwK89rWvTT4nHEeBc+o/j3jEI7L9Tp06FV71qlfx95/4iZ8YDpttsGw0Hh/gxiR4tqDD6aWwYqCfCpEgS3CsocMOyQJ8QKotEJmsVGOAfhSTxqKDmsWSBn25RsAWhFfFYYgMxYIjVsdU3k8kBIxUF/+3x23pAQbSeUumGT9DC/UhUsHAc9AgJuLYWPQKHS9kNvgKcw3PQdnYj5klJnNrKOgutS/w+nFeLjjI6tdqim6i1BWZXLNxLovTvm86YqGesZs6yCoalBJk9fqFSv+YADMcSzTf9yuAnqSvSLe12xbmeJxP0TCF2ZUxCAmDVWtwBLhuDEa7x+izeNRKjt+hQLRnNrtIjmOxbGTDd8xSh4Ri+/2QjnPmWHZ0VAFfqq+gGMQqZbCZrLmKk65fR9XkRkwxJjw2YDH+SMcG3KzgaB053gmWlRoV7HfwSFpyNm1rPu41O1gto5r/rvkkHOd4ossqfYGyJuTegZRGkVwE89gGw54VWHZNIhqdHT9+nJ2s97jHPcJ3f/d3h7PerPNh6IXW9NXCS1QrnFUym5aN7Fr8HNrAzg8ufpVP2GoQxdVo/hjNFRv1xzbZ+zQ10jRm8J6q3zeWhWBBH+5fun/IukhSlzCVvqDVK/8tOURxUYBtrP1/rIlzUUCpgBbHEZ/tVzObJm4CE0UrpfqJaSS+fno+JTMDnQXeADDtFmkF0KyVJiFK61yPBi3s5961n2l9SgtyeFELcgGrtMcGqIxZTcBMriHfYTj62/LsxYnrXZ9dQFrApUwP68X0DuWwTUsFrtC88URYByUGrdt3clbNqOg/Sl5gOzAIGS0tDoKbmwWZRv9hmxaG0AjrnN6r/Zwt9rCHPYx/v+997wvf8z3fw+lSlFr1Az/wA/p8HvnIR2b7PeMZz2DWANlDH/rQcLbYOYdlK+m+NXMLH8p3Y47XcgwcF3Uc6YJgOhd5+nnoDMBAZs0QQ3j43oy9Vk+/9fommZXR8rJArL7jGMNLWxTm3AI2GW67dYw0GGJjT9ZnRUueHVZ6F9aflz1hHZ7e9ZRSzL01wcBaRgvHWoPP94cc8MxEhLT91nuXBB/6H2SwdgWKAFvrvkNtMtILXcPOLPtbzxOLQUt255ADsmto/hmalciw97hGwOJjdt/rO7xCQVL32NyGFKfmhdxyR6uul2RTxUCGmTz0vBMploKEXLZ9Pw5rNqgNusl1WRLFFMMA2xCLVZ+TQwIy70t2LHdsiIdocYpjkzdY9sBi2bU6WcUe8IAHqPbBWW21tIihiayQgjIJuJTMgkmI/HbANIJTjBR7k0gc3LzUz6T9Fqh7YBZZAKLz4tmAU7HJajo667zPaMhiNcyt6mKmVACoNkk2a1r1UdYkTT+LxE1NrwIWJzFa7WQpz9oCKe9v246SZo20ZcpEypNoBxj2Kx6weSwWkLAyxvZDnFwVkPYMRwGqyba192zI0boOcJpEyONzi23mj7RfR9ayMklh4aH9YtkW/W+5DtGUxv6PQLCFcWDN1YUy58H3Bh2GXn+GFCtmc3H0GtLemS3R2Db7rpUWYtC2TgbD9Cm5ziRNDjIi0KwUyNg+JWO6N7Zb5lvt3MxgyB2tpQBR52SZwGbaGNs3fMM3hGPHjvHfz3nOc8IFF1wQHvzgBzPopHf08z//88Mtb3lLvVsvfelLw6Me9ajwsz/7s/x/2vdJT3rSWXc3zxksa+eg69Nh643ZOLfL/IuZG/KuK9vQtiHNtkkrYUvVZ+MoVea/47wc4zjic5whfGnbUC1yA86cljE8c7bEsRUcCUnAUdNhc4yP83qms24xpzg1a3M33M8Mi7WyWG2gOFvvgAMMWazoaK04S4psbcu4NfcgYUCOIrJIP+1+7S7riamaOVXqm+g4lntbcgLHeVnwRodxSo7gktyH6cNe8adVDVmcnimWTftRxq4dCuwPPTsPt8j1lljvdlvPhu6RZWcPvScJw1bGyxi4R6kse6yWwJVnVZlBce5OOHZj8KLeNmddhutoy863hDWVDNuK2WzxK3z3bYYpGcgwbOzwY9kz4mS94oorwunTp8NZbxpVcSbewsTv6Z3a9KRmRysMvj0TCASqIc1ZI2TMYo1yAXsw+BLgqKRYcfoV/XgOIG8CtkwAjERZsFMaRFvB05DZybE08EokzEx++eHKDOTO6eQ4hPhLx5GKMgqJXEMHDly5iFYTJ5bHZF3lvtpIIoFvKnalTNbO0ZqkOAGrDSUAEgCEGkzIeLMTmF10wf79tZc0KaFYAEf/hxgEIL6upyn0C1jEZWxAAaJcDAmLBYBWq22nu4CJ77QVuPei/yOAidVTtYspuMi4uBW5kUoxqda+WiyU4oAYcOgnsgKJ9hQUK5hqeGx7HHwuOJ6jHh8AU3US4rtMv5NxcoQOKi5KrGkhjN6JgPNLdW6pAdOh8cJG/2vRew3wQN+B4ALNQ7Pt7a5omDIn8N6BQ1uri+M40ji2Ldfwc5YYVVX9xV/8Rf5bmFzyflEBAQGgYsTyfPnLX67b/MzP/Ey4zW1uE842O+ewLJqMoUNZAyipglYLouv+BeebHiOOWYI9cb/9/U6eaH8R5pI9w0NRt7BlPGuPLTiEi19B++w4XGIywec6rmKml6MvnrVhaiB0KIg4NO5VA9Ye/u7lxRSbyZzjFPrV4+A9wUCl/XsUlnXYazj3TrkvKDUl22lGVnS0Riw7aC3OLvkp9PNim2uOJphjd7NCH3h6wp2x6Bs4qZvYrNq/o4MJg7mEYzlrxjRf2ju0pjWSUb30grn+VU3GBotJWNYqsljR4Z9cTNpXi1k+TjFU1xKmdFznedvad26sGSJLUmQpG6ulacCgRWe4yiJG1qQEtsasI20QvdZ06V9C7kgwpVNkvMQ2l6wouA+j2uzhWCw+Devd/tp6+bpu7oLCV7hukFNgAKllPPNsg2UPLJadpMn6/ve/3/18f3+fhWWf//znh7vd7W7hrDfLsqmZA2yyNBTREZw6qEZtqEQTKYuURE1WcpBsQ3XOWiSy26AHkuhMsDpWVqbALqJNW5PPIihrTmOZYp7mIE9ABLpXPHScd3SghEm0uvDg+0bPvSIGDsXTEoHv2oSBzwt1pzCyPuoC+4ISaWVVAeLdhJMLkPcFniYZOGX7awPNt5EgrOvr8ZBDcaaMySoCqgMFl0TYPdEsi6wDcL51tX/NfWm8HmQns/SHceqONrq/BJj9k/V/Y0GIWvS95XnXFqVDEgIeuMoKBowcSxHgm6IBg/vZfWLflL4mWQNZ2nupiMgEY/1SCQxAG6r7QGGHXlNwoDBBySlcOxc4yLtj5+NgrzkcI/+xSFz13DKHnUVOzxvCKHpPAJVA59vf/nYuIHDf+943/MRP/ES44x3v6PYbYgQQKH3sYx8bDqNtsCyYvHOt+CsJiALrCbVU6XOnIJRXPNOdB/hYJj0e5x3W2QYmGrchOlDj37lDwUk7x+MjsxD/fyZslWM36lRajfWW9iT4Uud6U0vBS9kdaap5XsOk1rGdHqAvJJzg7IF2laQWLJOvVPwK8WxlntQiukmx0v6+oX7xWNOaBHyiYSYr401v/VFpf4KvTeZYpzEJa+CGruAyoePf7jZZkayBE1hnmIxDXtV5GTcIONB62JzXZRm6a1ujxzqD55llZAJzFfuVg2PxhR2UyLIGxdvSInSVZ03vkW2XHC6uW5Lt7XaoqT9F19/cA8XNhXdZdFnReZxg/1VNfB7obC49r0j6SHG0iLAOML3taUWKapOZdVZg2UlO1tvf/vbFhTE1li7oec97XjgnLHG+sAus7lxQ/Zcc+A06OpNjOIvUeBwa31wHK+3HIFqKX0GVTy4I0A3q3A7evtfZQSaqvboMMNtBsXBNeCw95w1smYNwyApMLZ6wrBPKVl3NjjN83qTSZUs7C8BUv15LSk4PwhPQXAP1pegtAm/p3oU2TpLWgPR3stOV6D+3RbSmbKp1QTMzuSY3xapnsKoIuuwrxedq/aXEaCBbV3BikBEjEQWHlW9ZCfB5Wv+tlgHgRJuxvwhwrAHTMYEqj0Wrh2wIaGBkG4JKWPRKbO2OQOvUlX5k+4kTIONrw6q76zL3mcKFQ5qnjmdzKNDHWRMx+t/IDNGhc8TYPVvxeZxB18sNZg9/+MP5Z8goDevCCy8M9773vcN8TIrrAbMNlh2HPzJbB2YrFWuSNjmyQDIXsAOLmWgwBkjA37YT2HVcjGSPnCNJKUCQNprYp11G6IgxyRYnnGqyPvDG3ZJ5ad2cleUzMF2NVCEM7I9I2db2OfNs4uAzzkhkw07ph14WibQV2XyIRQ0ua16z1CSxDJbNqtkPXIM4o05WnKyLJWinWka4NqLQ771aGsou7LOwiuumoeyZBqw2unp9jTCAxyUMQutlxZSRpIRO8VYrSt85LU9kEZyUc2pDLHY8VKA3P19F77VkCyebU7WfI6MUnmNf+LZxDWnkEPm98XC3/T9o/3bHgTT8ocAEOfHpfZY5pHT9tT4vbfeuEQhUSU9LMrriuOWwvbNgX2nd3DDGbLDswcWyk5ysP/iDP+g6OLa3t8OtbnWr8IVf+IXhZje7WTjrTaJ4AuDwZcgGCwA88iKVWJ4TI5vdYGDAg7zoNJMwIKVfizDbW4TZFmkqwjkl2mefrejjsZzAXgJ8eJGeVHjvBxhe7NuqrArMjPj7RPauDtqFKbgDLLPRYF8j0LaaKTqMEmZu9/z5XJJGHVmdSdVBj2HMzw3YrPyQIKV2jNYsOlkkzcMCbXECWw9DLWWplGKlzmRxsEJ6v7wXcr2eMH8rQxCbIBPvhAFRNNd6YLozCEwpxX8u+pA1J2rfwBRUwLvRpXJH51t0dOF7UmX+ukUC4r1vYYQ2WAbwbaoOO+YAmGKkPGFrNFZl1XNUot8K6GD8RBbJOoCpNbqnLrAyiyNl4MT+r1/Igh66fUcTaOtDpXdy6H7ye0Z9CvpRTPXqWTOVQI8A01YyAi60MYXUYQAoQ0Ki/uba2fGx2IoBFqrIKnIaA+xYmoKmMPPX4fA+Gz2tDfa5n/u54WywDZYtsfNMAE3H+LwonicVoGONlZOpzFEpyy2yNFWXdav/m2WuJHOGyAIdHlInD83V29sxGCo4hY4hjtY4TtF2cRth8Pe1BwpyJ/Z+yW9ms0UUOhW/TzDGongqvgcdjtX5SPBBlzrjX4cjLaWFbZaQQu853ACXKA5vcFKleNE4S3kOiBgpBmS1T8Vr0u09prJc19CcYLCsXqseG2WKKpjbEioQS2WEGgjSSzv9g6bb2P6IDMplCCf2jxbbt0udO5IFmExD56f6CejE9kyCntgGkbeS31PiM0gqssWiku0cosK6yDgRu/I9tJInsibjNgF2QaamWbO7QQc8XcxETPr7EJ7zAlCtOD86TFV2DklEtf4swW+4H/KcmRhCTYqBrVGEpOQSDKkqe+59X1MHL/WZ1uvHfrJqhqy0A9n2WoMEHORW4oL6wlYIy+2tqGfrLIFNoKfjrkzINN1g2QOLZSc7WTcmETzjYG2ObC4LC+Q+DXooou2mWCWLXuMglEGAtYaMll3UqSqm6wgQ9QAVbKN/2+uymFNBdAMgVZYwnGudwHRVM06vZBKDRUaSUhJ/J5PNSDaJTphxssv2rAG5KU6J0rEw+t8yQbQ433jSAj3hCcaOfe8L6KtNKVbsYG3z2knEPXvWYgxMIRWm6agFSREDTtflaOVj85jmpDrF37J4y1L05Jk1WLWQXsmSBVktYj+CnYnOW7vYVykMR+7FBtVssSyTmdCNC5Wxf8UxSQEcOAn4HbDgv3Yus4hrbpSntyWOVnOfEi1ddMTKby4U4DBZtVmFYA0ykDa2sQbbYNn4Kg5hj1IaKM71qzg/wKmmZoLxCVZSbBWZrBg4Umeh0XGVJkv9gb39otOteR61YynIGK2FkWptHYUtHYdgZgbLia4dO0XV6ZamvU9mRUMmlGaAoakT3ASfJbA5ActmslfxeP2f4gAu4NkEI9Swbn+/lPXGDn8hp8Q1Hwar5Z40X8yM13KnFjUmazf/U+CyqCnqHrsLHsjfiJ0zqQDb5KEgBW4n1hiQaTHtr4QjPHawvAc8rA1odU5x0Hk4xH5WK6olOBbHxikM21ZT52F6/KXDWFbfgcX/8My6TCnAv8hGbcFo0YmfcJilDZYwUHJGrxLw8jLtxOycZwlRPI/ENWysxWHnt2T8SbKO++MehOzejd0ATtaNGcA2ZgC2qbBToysOEEkiN/IZLK77FKvolMOBTthkzBwywtJxkOgKY5mBC6voyTlrJmmhck5ifa46GA5ZkrI/4MygbQkFCdOBrDQJOhVqe+dqAcjqfU4nnybmGDolXKdP8Ccjh/k4aWHkpO1pf5ZJRlOs4ue1/uCCkLiv3nu4Zi+VXqLLeH21iTLee0nVrxUL2A+R8aqp7ZER7t2X5JwQrABgqhpWSZsmvv/2mgX4wvULM2WtmCwJIDiyJ7qdSTeS36uABlvcymtbZPFklgUZ6ucYo4GlwurIfNHzxl8MnPrCeMl9K70jBqAWU6zUSWIcrfb40O+qUf2hsbgUQKhZVjnYceTLfEWMM2Gbe6cwQUQNMI3t5+dg9P/1r3998v8HPOAB7udTTY63sbPIkvGsDzi60kXiEFhGbFeypBhJ1DkvOlrtIhTGaGKyOkU2ufhVhTDQB6IihhOHDGLmsU4ewbOtZo4/NkDa61cXHC+CZVGP32szZ6QV2LtcKDeyWN19C4QKxNkYVCvZkP6gd28UCxt8j/fGO07FMZRlsGjQDjBFyRlamA/7Qq9xP08flPfPpaeqTEFs+6CTFYpVFQgDmfNVsAYGTfUd6+c+xtI4RJTabN9vcTDbvoUEgjMVME2CNbnDUNdkvI3HsoR3TlmXebE311q0Nu3aycpLDGEvV0oLvsN3h530dY1Rt33OfRs0j1QhWqqF8SGTuSj0X3bqutB/ZMBr4N4mus0gG6LEE8qi4GbSXEl60fM8o03PlfsPtHj2hsl6VmDZSU5W0i2YAgj29vbCWWU2Yuu8FMyapAHETuaZk3Tepxx599ZJ09LjJA41iP6rKHp0eGiK1Zyj+LM9TO+ch9n2Vu60EocUgFONIgFDM6m0qvfGu18ga2DAUNNg2NjvvMIKZgOn+qIpfsUgtdAeuOc90IHBEdPmBbxLmk6SahWPw5NJ9+x08K4UwUrSsb2JDid9C2Ti9qmjZwSjEDXL1KEawanKLBQm39aJgwFZX0We77OANFzMyL1vAS60OctexGBCCOHaxdEqMNUiVfOtYeH9hOWRygTI81C5AMULI1gfVrfZsiksu3WsCXsYtawysNYtbJNzRudfAkzxmGSWBRUXt0MpVslxtFpZw/2yfXu5aGdwlIA9srXl/8ietI5EdHhG8MSVbJ1FYclwnk2YXLX3nn9HGYrY70SDML0eM+bBwmYSE8sGENz3v5+HeiZ+BKZUEZw+p2NQitV2JxmQpFgpSw2PCalrI4App8OOu8J0/3D47IEPfKD2KcRk+PlUO4wYb4NlwfC9je+lTeGfxZdR+4pgJIdB7hb1KY31onNunTpwrMRBhsFcYqTu0/gR2U9ECKDxBIK1XSAGsKnOVyZtWeZsxmr+WON3pL4WQrWughN4rlUrx+8T6auBQFjmcFBskgf/tYASBP8Z9sZiQInMi0AnlCLzHOMxGJ3MV4X7IdJc/XwQ02ZFSkmeDeqyyn7sALYSPC3sSYcgoWnh4DhBEkHW9DFs3Z50YCXMtM9g33ZJHSlBI8EGyxCuWxwpnv70gvozSC+UsKxdp0p2Eu8DFdJtUDcGkUuYP+sH8Vo6aScgTKDsmCX7TLCEfe1hWW5Tx6AmXKvtjLJJ/Zg4Us9YTlHq95g9VXEkq26+BrdokPEclUh0AScg9l3HkeoVudN3AMk4wFpmrEU/nBE7wABGS+SkBsYv1WJ1CAOyBvRMpBgdJ/1gBmvLWgR1mtHB6snixDYwjtX3Br7n2gNQB6c7WC99s8GyZwWWneRk/dqv/drwmte8JrznPe8Jd73rXVkwluwtb3lLeMc73hFue9vbhoc+9KHhnDDraG2ZfOUFau0Is9qA4kUfC6mhsqBFpiGeg154YUvZcwqzsyQSjQNfE8gBHUZvwB24hxp5Lx17qmlUbYiFsZ+3QbQBaeLB+4ymg+0aUrutM1MBQnCd7qqzs4IlbcbUaJzg8RzWEajtbohQQ+qYlcZI9Lmc/RIyIzKHcaLn6H+LJmvnpPL6flaoCtrW6+I61SVbfKsl9oh1mgsgLfXZkQxSl0EhOr54CywQyIDpOqiCfp9QnSnnHMkCcyjlPemrlT7p3A/9XZJVwEXIYkTkHwurkbWyOtQ5QdtGHSm7YGp5X+ScxBIbAqat6bUK3EFGxduHHK2LRVjEBV3mYMVxM2Mn3wA6VofQagUHzzXbYNkyji1aq+MRjl1kFoqTloc4M+7p7oBHI75QR4AEjHlOgGvhNuZOmkSv3sG4ybm8trrXF52KU6tqryIdM3BOdDJV3+8SnsYgok3JjQ7WZhxbygSSuUCD9Ca8h8zjVhOnrJt5BPNH0env4FjAUamepCUrGEKDJTjI9XLRyYrVMuFsW8nJul/Hsv3+Jpuu5ljidR8wvgHH2mCCppGjkyjB/xbXdPQ+IlvbYIzLomx8vxSTY8AGHWIJyQQd27J+qrwHMh6xk7pjgPd4pI3ggNeWSlM5GDOLX3R1B9wggTlHZpbkZdeOSN4pWPd8A5MFXLal+AL2UyzujREdaWDEeIljQJIJcQPIQ2E2RfeHw2qHWgVIFgBHK68rMQtD7vFYLHbuQbdDg2UnOVkf85jHhBe96EXh13/918MTn/jE5Lvf/u3fDk94whPCgx/84PDVX/3V4ZyzjFnUUcaL0SfLamoYc7Lq657ZiQIdYkhJ30KdKmESGHAqi3WMIqGeiMfqvL5N7t0az6+R7O4/6Zca+TeRfJi8NI1YxlUEOGMAozWJ9noOVmmGTP7Oefr+sxxVwVPAi50w7YAmEdTBPuouUoDdoAurgTQre21yWOjzJHXRgROIKC5DOFlxspJcgDJZRSqjpX+xhEgwjJjYCaz4ObbRdUgD8Fua6D+m8YmjdVU2K5oTARdHa1bsREB77dyyAGkBox5rqaO31PdzgGl/bmOe9AYyDLztZdykw5n3T/u906ZMw2pM9H9Vw3F54HgJ+2zMYr9mGYMCWUsOA4nemW3Qf7NzJGoCyvEPEKiaYp/wCZ8QFotF+I//+I/iNldccQVXQv2jP/oj3e6Od7xj+JIv+ZLw1Kc+Ndz4xjcePA9hszGfn+22wbLR7Nhkg/AQtHVxRcs7aIPT3lwq2RSJ8yLOKyZNW3Uz5Ucia8JIZdxdCcQLzpXAJe/bO6B43r+BLAtuTdFbR6eodXZ5z9Tg995RBgw/JA7YZzR2DLbBPVtkSnCTJ2OgcjM91hz1vOaYaWQKdhoHqmLKIR3GmqGzFXEsEk3wnavgEHUiSj9nXBbCKWJzF2xvudXLVQ2RBUr1PfR9STGsFkirmdzXWT0wobUdmCwEmWG1gp1TrebgHMKyjSaZrOic7/qS0T2tyW6ZCHj2rHBX1DSWcdE9pmxP9zYfu3lsLT1TfecMyScLejsF3hzCgBSrVQbuwDjXy6SYdXcWM4OMWyY/VQ9rd84/Q5KQ/F+eGycJODUqWGoRWLl4fHm/EuateFnjWmtFUtQNYRssuwYn64//+I8zOLUOVjJyrL761a8OP/dzP3duOFlLkQx0PuKkKObpT5niV+mxKlomeC5I2fUq+ElkmwsFxGI5fWozAFOeVAE8zfPiV32l0fbCQBmrQVK/xwDI1nO1TJIC5jwtK+vUAw0eTpszzw+jt5ryrxpl+YIlmXSm6tFqmo25Fjh2cr8rrLtu40L0v6IbpcdFVp910GEKS805Dve0l02ANCtxXkZHpssoQJAux6SFRJzMBIxzsYBK4StlsjLQ7xYig1MepjoSKw8XL1F6Q/WsBJtY5mgJ3IhepejdCaPAK4DXat5+HrMRwBRHseUz1Msd6+QdYqcUGUUNYBsAno6/robyeODe6VmD9ha+60Vg27MAPAawex7L2NRUSXCsWxO/I0TLE4dC6bpRWoDeq7AmQ+YPpg1iOxIGCQDTGP3X1ErRWhRWlskiGOvAPihyAf/wD//AWUF3uMMdituQU5UC1+9973v5/7QtPa9/+qd/4p8Xv/jFnF1ETtea/cZv/Maoz89222BZY4V5W+c+GefFBHvo/1MNdTuWFFPjJSDrsEuLmCP+PefFaFzoCsuMJAMo/ddz5qLTDmS6YgN9B7DMfSVZImQCj6kvMIRlQQN3kmG2W2neVAdaj40S56WM4UaCIJufuEgN3YU8qJZek3GWSmEibw2FbVSJqgYMm2QNtY3URfYTPnMs8upYxzSMGrfYPll7xfVUKv1gtHw9Z07sr0V5JSIM1Jyskt0oZBrrXO4an+8oWBmlr0oW5+BMYQ3lD9DxJk50T7/Zy9IcMrw3ID+iEhd4Py3e1gA6sERrWJZ1jAFjCpYtZQR4AQKQARltHolqDJaV9xtlVFqOsUylRHg8PFOOwBgUaFh1xbYV6jGs02wQRM5bGuOiX8UNAPEaEd8FM2aMsA2WPbhYdtLsTbIAn/VZn1X8/jM/8zPDu971rlXadfaYTGbeS1bSSuH9RAcHhfiHAFnvaE2rZgKrErX8ECBrBTzSwXNASuK8g0U7LM7RmeRe5xm2xJkyBphaUCMmAyc7R3Igx9dt75UUtUmAmWH8yb0y2rcNF5i2TRZAXlpT6VlIezJHz4jzV1jS2jZpC55H2jxmAqk5TrxUNS/yL2kZAjBVAyuEE/tH6hVZWbg89m/R1B0yjk5GBqu8V61OUOMoLgEwl008tUiAl3qjzzDX8s1+sE3IuMnSZ8ASmYXGe7NqWlBtgZ+koZr3Vc/fX7MGVGz6qrGO5SEFr2L0v8LIyCLXrf0mVmLlY9jFb+k4hTa3nDdNkyscW9k4aeBF56FMw7YP9tE70zlI+u963cTuPe77WV9QbNzYsoafFe3EiRPhm77pmwa3e+xjH8sO1lvc4hbhb//2b9npSo7ZN77xjfwZffe4xz1u9QadY7bBso5Bam1iKIFj5Y4qc5Xs27NEC4GuGjbwWFLgNEkClXGccOfd6MjVRS/+luCtxbNwje7fyfHXyH5dxbkKZgu0pPOy4NiYqZPumLM2sdgPt3FoTvWdD5mzHbGhZcfBc5A+l+lNmuPrObz2xb47KvNOgqdJH0j/3xLoHoXnuj/shuAk7ckCFMw4XSl8tR+drFL8qinFXe5TDGx2ac+QYSJN1vmwky1Inp9HgoDj+32ggvNGresMdsU2SF/bNxJGchq7PkukAkwbGkkFeZ+fgNlx/HT6W0/uaSEiyL1wnIZeIF9wrLBYW/RYkzED3jv92owrep3xl9P/B8kZ8D41k0+Gxu3YRxKyAAQPZFxdOnMQrx+FWCPXLf1IdFnF2dodbINlH3f2YNlJs/j29na47LLLit9/4AMfCEePlgvKnDWGE4lO+oscwETglqU/4zGmmnXUlhxsOIEp+zEuesFxKo7WnnlnFurxO70WjHCayaYq3gyO55W1Se1xV7DMyVFw2iVON2m/TeHvDphOIAriAaxY8yZI15GRapJl1bVt1Ns6NaxVU70tq8705RpDTb4vAC4JJCQgBIGC/d3tlLfRi1RDP51lz6tekXV32VU474oFxEJNniYWGjrRZQKN71FXJRMWAchuxAUmsv+MDlT2TIescVuPYZSmHcEYxxWHHQeZMHcL53Wfc6nNZv+scMKYwI0LTNMiAc1WcTJn3yefp0z3UeM+pAXq4RDQVffFAJkwgQbYQiPG5cTRWnK24jnBeZ9UaY3HYFBKRa/YyRo3lcNGRrkUySqec91zyprtuuuuYwcpSSvd6173YkdpzcipKtu89KUvDfe97331u/vc5z78Gdkb3vCG8OY3v/kMt/7ssg2WBYOxKXfGAcYTzIf7lXAA71vQWU3OnRYhjRvlxVIsa8gLGFsMXEyFRoeqSD8544odt2vj5w1lHv6qbeM4WstFXCuOb+0PK2ASTTuGdQk233uO4qDy5LyAmVu0xvYm2r+IyRDfGjaoh2P7wGKDY828SwmJQnCoeX84K6sqF4CMOcCyBeyXacIjWQDwswSQuaCnTTG3mWVmHVTFs4IPVl0fI8ZDDCI4Vp1lcC4IthRxhCVPncF330sZd8dPu53XP50+luBSPEYpIwvHXHPvbOAtMw1mGafiVLPrTHuurlFhrWbuMz8fB48raW3uSAZIgUZ+D4GwFsfd5D3aYNlDbZM8UlTo6gUveAE7U639+7//e/i1X/u1KtP1bDK3kJAXKZZBZayOXJy0M8kBO/GPqHaIjFZ9mSVKGQF0NyCkC+gk9SoOlJq+otVG1zSgDR2nAqCwINWkxXY2wRdAjl1s2ImNwBVO7Kw9YxzgGaB3WCRelBsjZ15fQlCatbE8MVUdYKXvSpFnrMSYVK10QEORZSgAtQ5ME9kCu+BDhyewW7gi6xCTFSdEp/iVq5mDTB99p8xzxK5lndHxuu190nctk1QosDCHrPRuoAabBWCWbUI/2C5497rrqDA3hhY61tlaY/43WGks0EJa2TsUFyI65kJ6VHIPumfVga008i8seF2IxDSrGmtL+xSMNbgATvpc6f5il1IHyYgiJevQgk36ELIj+kVP4syRPsFOVlmESXvkPRZWTV+ZVc7B93iM03y5hp8Jdpe73IV1q77ma74m/PM///Pg9i9/+cv596d/+qdz5VRr9Bl9R/aHf/iH0xp1jtoGy3aWFarRsTYlDSQBdv7ec6r4c7U6NGs4wmMmOrgyKXpo5iIeO4bIAnw9gMEkddNkaSXXZu9RbR4aO34690Rx/1CatjVZFyipIp3bMmyZkAY8qQRDFMA1Q2l7x7wAdZ9hVyjIKyQQZL/Z+z6GDWgLL9lrKrQ9Yc4ifi46oAeKEpUIA5ZQAH1N53FhlQIuIcfM7v7WIJO1Ox+w0U2/S3AZsrklA0wK+ODlCYal10/wDbbbYsfafSLsORTE8N6FofcDM7OyoMnCl+erjVVjzl0gDeR4s+Fc2Caz/kzk1TzfgGkDYyVxNFfWDspeBUmPDsuOyEy0vgJjVdKA/dxKX51pw34C63m3vYhl6YewrCngquOZJQys1MYNlj2oNkmT9RnPeEZ46EMfyiyMb/zGb2R5AHqBiEXx/Oc/P1x77bXhmc98ZjjbTR2UuGiGaFivYwUC+2jxxbWppp3uqexvIrRDOiQeuNO2mbQsbSt9FdNCVJNVGK6dLnlalRV0rCTqJ5MwajrRtjJAlwbj1oqs4MwpOuREJ6e/kZXjObpOzvap864h+i+/l0bLauokYXWTrMGzVH0dZD3WdF4K11w1ZAi0VGO3TkO3r8dr9Kqm6p9SQRi0rBgIEUACwIvnBQYM90/dR57XLJxabNWj/8hkjfuSHm8GBIG1rufQolfyLEzRKwUupqIkOu/4v8gcjwWwWMer0HAtTNFQLMBxGvfVWZ2FFS4QcKyRdtE1VxYeqGM1xUbrVyWyBIZxo04+uJ6hBZs8m8jc8Jzh1tlttVhLjkBdFMP90T6VsRTK7XSj4KVgkHsAOv+ifXz23tsSGMUxccsUQIiOjiUVvaLFXAz2qSZXBKbJPIVj7yHRsSIn641udCP9/zXXXMPB6ZK97W1v49/3v//9i9vQd//4j/+o25aMnLtnyqiv1q7jINoGyxpz8CgbFly0Tj8TbOqPlY9DaQaUw6xn/DYwPyTjScUxS3N+aUxI2K5xvNOiXhXCAOKZVW0oI2bdVbPZAdP9qWOyPAPrYBU2lRm7FcuiM0GMWFt7e6sxERMsK2N+X8h16dWjMCaYvHNK5vdRZQSwcK1lzto26byeZgEmJkV20KEplqTB13UjE31a63TWuhiA0aJcwKmKk7XXZIVgZs3QkadEAWcdK0xWzNThzCx8V7prT4rSSsCYs1PWRczJ14Ydnu3GlGQNYZzYWeABYY+z3pHaJ4NBaw8/OXioyZA4lDw/6I9J0Ct35Gt70bFq0v7LRbhQDg8KDtbGwpLjdjYLC2+e4es02wp+7nYsn6s/uHu+STFx+6xMwKmXO4iF2mTNJliWcKwWcYXAvJmjUNomC3g22AbLHlwsO8nJ+qAHPYhT3Z785CeHZz3rWYlOzs1vfvMspe2stRi9SyIdaOJoEQFtq++Hv0vGAKAwIdILPjci4Qb0YGQ0GRC4gAqcmwYD9ijB4lXTNaG4VnSocuEXAgvsgAJnkr0/1rlaul4BKCMqSBYnOKsXNqaYizitqd20k4IZOwnPQ9jpolCJqDWmUgOwUoCBDFhxQmshoZI+oingw+1ZhOX+fpgt9vtz8r1NGbJ2cukBHDjn7YJD2oXXizpWyf1y7mp87ksqsKa3NU5AIlGB+0kfR6YdBiAU0GO10dzx1IEnYBxoMQuKKHZDHfddmcwWIVyzW5Y14fQruhV0ym2qeL7NkgMdCCk4nuQdEW1JZuVJNNOkWXHUHxyXkJ6Xa4PGNvP7WCreVADZA8XMpF8JuNJqn1hdF0CpPDvuR9Iuulb6g8YVGovMQkQDRsoQqOhMS2E5NCnSN8EwpR0rYyeR/3gO/J0wb3DBI4UL4v/7xZcUFozRfvl7JqwB0QCDFMJ6w8FpT++4WazZMck48NPv8rEgP58sODvGPd9vam+p/yCTIisoZhjQyaJRfiQI1zu5+V3Z2QqLbfo7dvhYAKEDrFthdmSna1cMnGghsimL+hvA/uRP/iT5/+te9zrGVCX70Ic+xL/vdKc7DTpPZduSkZbrmZBSWKn43g1oGywbDd9Tiw1xXA4mcylxzPqZKkmV5/7DZBudU9A5g04d63CyzErJlqEgDH1EC1sKhA05WUnihsfwWaJNmmA6cfwhc2vMOGPxFH4Fc0z2DiVFdQp1HTw9Q89iAaDu77SgT6fxGbN8MhmIIbmA3ilbukac59IilD22ZmxA/W6/K8rb4dRuisiyv2LWiFYkx+eha5d+rtepy6bA2/vJ87rjFOO5O34m74f9Xm9JWngYr1/wFbdb7q1ANhs013nS9DV6RjvbaaHyWBD21G55OX96n/p5Lw3Hz5ywcCV+2ve7KCNHWJbmZcCygmvomc32OsIDF1ZO5n4sCpoWuEO/E7M7xSFLxcOowVtOYbHGmnKIZ/n95fsa8bV47WxgW9fbca1RylQz9ycZD8UifuqKoZnjGF9B63VhECivR1F3eLo6yDLuSiFs+w7ruC79DHDsHr2v+9k+/A64zlMIfNlrtVrP/FnfBp84UJMDAdzsFRJ39zFrULEkE9PgWW2+kQqMz4nxLBMG4Hi8powsV3ov+Z2I69JWv9ABsQ2WPUNOVrKv/MqvDF/8xV8cXvnKV4Z/+7d/4475KZ/yKeFzP/dzzw09VjF86ZwUAAGYuLhXMwVBLFNSJ3Qv9Z1fzOgo4wEKmAEZs9JnpGnlUJwgBBgkkXyYGBXE0Oy33wMtL/qPA0broFFi6FnwiYt7mtStE0e+q5k3odBxTBXVegGINPrf71SY7NDB6t2rxvQLddraNLaFZR2nTstSlF7bVrMhzVbbbnR0IovVZQEUFugOu8/tK7BwUEcytk0AE6RmEDA9ub8zqGPFoFL1WMWp6LFZ4T0VaQKRCnACEH303zBHSosbDJp4+poSGMA06pK1OETwecXniE5vjeTH+86LVTp3CdAYx7hbIEvHIQC9o/TeCtdV0o1rCQCZ6H/HRPXH++RYEXjxmypFr9BRW9ov2OwECUIUdKwyUOgfWo/lfo6abW3JBUWzLFYnZZWMx1l0nPB702m/LbYjk5X62L44W00asM0ISObPlv4dDoUR05Xs4osvLm4jzNirr7568HiTqhmfxbbBsv3YlhUUQskhCfZbZ5wjAeI63AvOxjz92/wfAv7d93W9USUFzGPwpWSAkTQAjuOK42jFsTtLxSUvCWYBrMPs/DeS4apMPsVPcA2Qwts5Wh02FRwn/gEYxKwRdGMsbGjYdBbLIb7TYKUTYB4bwJlV7hmSMLx5wivwKu0hbFNzOpfIH7VnljlYI2kGzyMBbXAi4ztHmITkAq5ZnAwXzI8lhz+xOB329ukewDyaMG/zNWtyHnEYmTWFpI93TMPobMX3BH5cVjM7IeMasmSLBjxr98fnLX1L+qN8RmNZoudbcLQKiamCl5q06x2pjJXMavTD/W2Z34UMwAENzkKrrzu7QLb4DXoc62p3Fw8iRDO6rzHojwEY44OQ87o4bZ33smTIDgbpuyT7TcYrarJlR7MjtS98xVhWNomkASbt8JptAgEP7ZBAumvOQSw72clKdvz48fDIRz4yvO997wuXXHJJ9cadlWaAVyKKThYjKfxiWX3MjAVViHSbgShfUHcTMqZi+E0FVqUzaag0QOk8+Dk7LHpHQObQk3tjf3vg2RkdxkQrE+cTAg/UFZpo6KxTpoVcIxZRstdtHTfMejORdheIFe4FpnCrgx1YYOq46X0zGrH2LsyNzqIOU4G5pg71St/Qa4GFSBLNzlO0lSUZ/+9aJT2svy5gy8pzQFYDT3awiFgMFAvAiqw0IbKIeVxgxtuTaaZhn4BFm4ied7IA/W9lAaADT8eEReXdw1sT+6aHRWuyAp70hi54Ftm91+eofTo6kMWIFUSRbQVSjrNOnkUFmGYyKWheteLSRGuKzGWBLqt/ZuUPqO2eM0EY7uII1ywBs1gR7E5uVg6YRTaUFlxoAAhjwaTcHu5fDWNOycaMmy7DykT9YTxIFuzmOPR+MVtGov/IZI0OB9ZHpnEEnD2JdE+rrQGf7e3thauuuioJLNPfZyLQvFVZbNa+Q1usI835LLQNljXBPS87AtKsXV1WZPYYR6uyWb2xlveVNMuOiZqcc8gy502Uv+Lx3ikIao+PbcmK+/g65Csv7obG9XWkULsOTec8GPQXqbKx46lNuXe/jyQI+b9ta5JVAl/p3I31KLpMCHfdIxhNswfF+Q14zUpeyH7RElwkTjlul0+kSY5RDKCqh6W4DRaDnNUIA5zxt98H61lWdB4uX+yFC0zXunJx2tFknedYy74LWPCKWYjSP6Sx8TlFJ69myCGrWZ+nPN+4TrOEoAbTTBxvfSJYdui9kgwaZqNgMClijRbcLO1ueTeGjjPWalgWfRDAEk9kulCiRdccoYkwgOuTDsd2TFa2ofuO7W0txhvXaFPS51c2WePI37gmQwerNbPO73BsmhnB3W8GUhxuIHHktW6w7IG1yeGA97///eExj3kMe52JwUoVcF/ykpdwEYaharlnjVkAVjIZ/PGlbXmZIrDQNO0MmDoO2mzw9RfzSWQRHVCovaMRT7yOPvVUwQrqOVlmUUsxklZA2TI4gxOnWOimZQDTlNxC2gOk3GjzEqc7LFRshLHi9PCEyl0NWki/4bR8cdTVLgmfeSmCXbDBivCmzd05xOEJ1WPTBtWLtMV90kI/NQag1b6SNvlFHTjFam+bo/+enV5EB+zMeRdL1y4AkitKxpSs6GBN2qrAFPRYkSmDC97KPWq2MQ427PuYGoN6ZOwoNCxEZD/opfbtH5VOXHPmT7HS/YvAtC++UWC84PuDzyg7nmHjCJA1LI9Ri3SPVVUzuzBrZrNaRsgAKwF/i2l/SVmsCZMErqHvH5K+2703AkyTgjWxSitLtICGlR5vJAiXd2+Vn9e//vUaYJafn/iJnxjVjo3dsLbBsiiHksr65MHhPIuIDeRSXNks/btf6CcEgmRcLWS7YHus6TgCC1adj2RfcN7JwjdhrkJdATO2aMHDrFL8hHF2hCVYdhX2FmIiO3fFIoI87lr8XjMvIyvuV9RjdeZ1LnqD/S1pm3E+jLGh+csGC+L5BOt6FdwTnOAxmvkYzpw4xixBAb8CGYT+w855vrc3Dx8TzAr2scWcnaxaDBMZqvGai+tVJApwgNPJyGKHW3dfGOdIkV/zTJsKPXlrBWdN1IRnkc0qx9EgEmJaWKckjErDaLdYXNfLA1g1w0hlUlXNEj1r77jYxlqfQ4Ymrle1uTLO49pWtFj74q3LpGhWY/BWAxyFlzp75+pFYkeNiVPGT8SpcJ9yWQUjtRCDipKNpYQB/J4dsJ0MR+o3MX2+Ye23wbIH1+ZTQSlVZf3Lv/zL8KVf+qXauT7xEz8xfOADHwgPechDwt///d+Hs97sgtI6eHSykhTxlBKeAEzPOVQxN8UqYQQ6DKwhJ1ysgic/bIbCrwA0Ar+uCElM4/TOZ388J9kIEFJz9lUdYFNMJ6MCg24KQyyaRrfkvuJEV3IkFiuzgjMnW2xI5LKtb3kpG03g0asaqdG/KHthWaz22ElRIoetOdRPkvfJLNRskCI6SUiriqL/1ijFiqu10iWIhg7qeNlrTb6zTFabAhPJkDZIY/5Oni9cR7GPG6e+7jK02BushEs/UadPotdJ+l0KxmsLwkTHqmQI7hLwMYKFp4wZE/kH/TsdgwcXkyb6j0Dd3gez+OnBKSzMJOXQOhMyZqczbxSvlzppf86ujYXrGONcneooSPqz3y/VwJHD4yJJBWz3wFSCFFqATlJbraO1do4zZA94wAPCRz7ykXDllVfqz9Of/vRwLtm//Mu/hL/6q79i2ajDZhssG9wFtzsuSuFHg3mSBSjWADDOMsRn7rjuje8t+KqAzRKHoWcYFMTfrvOnEEDX7xerBafd5q2AZeHep5kDxtmlaxPjkEYsNdzQ/p4hhnX6QO3acD2UFd1yHN+D7RGNRXwGnmPVPYYjaaCBiMp6xjrCpLnI8i45atCSd8kEOiBrQd49wpOLBTlZU6kAsquXO8xyTdhuFochdpX/A66TTEeUkRONzu6nc7C66z1h/3kYHmuV2O/WUfhN+5RhIEYcy45C53125f1suwewbnrA6QGStP8aJ7sW5UJ/gqPZz2227GzIqhrCwdGRr5l2QrKoyWck5y7oyPYX6fgseuehG3yZYg3PIfHLcDtMFmYrxowF+yQbiw8p631lsnbvVicp4PhsrkfbYNlwRrDspDf/+77v+8LJkyfD3/3d34Wf+qmf0k55z3veM7z97W8PH/dxHxd+5Ed+JJwT5gGvLBJbAYolcJYsdH2nRBJRH2sZgIbJNQ5gtvZMuk2+wE2KBXQN7H+bVLLk+7E2NMBaDat1mzrOPadiiWnh6VjdQDYAXqoLA+9+2s/o+mzEWPvrgMNlRXOBq8eyZIcUabfPw7VOYblTy73Ql+3CYwETx2E8JE5qAaeWHaILEVORFR1/CkyNE2/K9U8wZpe4gZwK46Sxjdk+jlUXQlNTnmtjgXe9LoMcQWmlLyfPtE+rmwycSgC1kKqfVPtNjjOU1rUG/dtkYVNZUHqfRfaqdZDIXKTvU0miYIwtV//Z3t4OF110UfKzbqkASmUn293dLW5z+vRp/n3++eeH69ue//znhwc/+MHh0Y9+dDhstsGyvbmO1UT6qnFsH3gPq2P7OnGBCW4WGuM7WDOmoDOOrcMJ5ATOE1uD7NVgEyyzcdzO4/Fl4ixFnUwn8Fg6B57OMMia5Rice1p0mqGDpVRgyKbAVzTgm3FasRiuXWt1EhknF3mNgZPLnbDgwpClQ9kga9/uLrCZEwVSaSLrWDUZc6X2r3sdNMaB5n3mrh3OoPbnWGzWsq1l77Yc27nuTJ4uOtV1e4stR4zbg0EOG0wpHLsJD6/6/MY4VXl7kcMxAQrbRlwntsxTg+fdYNmDimUnabL++Z//eXj84x8f7nCHO4QPfvCDyXcXXnhh+Kqv+qrwy7/8y+GstzjhDumqYppVUnHSpi1Yk3QsOa5Giwu6Vng+jGQXHX9xwhedHawaybKKFYcVAooKo4hTSewkvAbL03yMFlLGOozaMU1syF7ctLt3AK6wuj3qFY11ApUG1Swy7gE1iVRK/zD3uMRGpWuPytu91lPuXM/b6rBU3c284m4OCyDbseCclzSyUuGr5DzgxPZY26gZJk6o/cBs1cud6P/HFgtlsiYLMbsYwQrA3k+cQMVJJClbygBgnU5gbmAaIj5La9QOHXcc/bwGaxbjh0IB6ihnLd1Y5ATbRE0ptrkh1UuKIQyBMRpLSZOtRe8KxwLUyFI5hEr/StjPsVKpBZsVk5Q51SvTNKtpKWP+SVKWdKLH6myj/4dtagutUYaLSA0WGFZOkroK8xQyWSXFivtT/D7qwnHBABsfnrBg4TFg2lV2+4frx25961uHf/7nfw4f/vCHi9tceumluu0q9p//+Z/hpS99aXjve9/LgfSWQgavetWr+Hn/67/+azhstsGy0QCHyhjf6aOmvVznOSerJZMjsmbTbpP9Y0X50vfWbIEpCWr1Dc3akOmMxvGG5pEsU0uOYfErysHwORqwCbYHx+oC3nKxLf+On4/ReIztS3T9BQcSlkXJhApbtKsNIB8TXimwjgdssCgUZvMUjo1V490zyhpGnRwd/tfrR4JILHomuq98ZNxOzgnOVa3PIMVWoehq1Vrm+4h5WUMT9mOshRIYsD0H66lL7s/CxxYUkLsyOeTH9o+HxX4vFyBkGL5ejyCAkgQZpo3bxmeEGFbfFblWxPGCBaTNK1hSs0PXq42BGyj+u+SMLCgotmWOyVCq3NZEMs/r19qnWsez/fFYFu8lvhelAIJYQhQATCtt4XHD0aaW5wxM4K4WBGp3z4u6uToOIinDC5JoG0MvRTG0JsLze5+xjvFULIuMbJHpc0gowZEEoGUk6lzL4bm4ncGylsXfGMjbYNmDi2UnOVkpJY7YqiUjNsXll18eznqzkTvVbDFOrpaoU2niqQmpCxBWR8s4J0vWHJhECb5EyFFhBILTxA7IXmQz0eRbtIHoGjCxg+mYio8DgEeBDjuXQuZgzZxq0uwGAKFA3k4YBedDpZHpPa7sU3S0e+k7aCWWJk6UJZADoEoBzVCAoHgBsX971+G8H0nBAH1GaeSVgOnp3a3w0f0LSCAg2f/yxZFwan8rzLg6sansaqst27RukYIQR7z1X4muUSIPkOoboTPTTc0/U6b3zIDS+SKmVokuqynMpfdF7kcsgGAtLuiq76cs+loXL3Z3ZBijnp0n9RA1f+Vd5wqgOH7omNaBUe5XsSIuMr+6Rejcqcgq6fsgm4HatoMXE/tR68Ja+n0Ept45dDE5ZKPfUVlUoQ4rMISHgk8xvUp0rLq+DnOqOEVI64o618J3nhyGiqNj7NM//dPDX/zFX7Dufcn+5m/+Rredar/1W78VvuEbvqHKmC0Z9anb3OY24bDZBstWgqEy9m85DlZcHJsUcR9HSFprLHyD+2GqqzhbW1miDrbWgKad8+O5+n3TOR2lsPD6VI/Vjt0yRpkikW4bp7BeMcUWr9M6mBvNrUWAz3MstoD7xo5qsYhrEmY0EEyKa5qSDqeca0zblIHZOVd6B6uDZ5P9TCFWw3TEa2Ks4Oyv782q81DJ2WzWDJy2T5uSJuv++b6TlZw5nVpEPI7BKupoN2s6+Lsr2JMGdDscu6CUsIREIQ4xlLyS7Kjkng0802x7xELe+to6HvU2RaewZa5GjDlUOBp1ctEZ3VonpIb1mhyx0pfx/9I0wOPJO+4FgDBYwWsgkGpBFiYXtUXJjOgjTTK5YI6gzlC5Fb1D2i9+qIQPxdvSv/qiwMXAna6l18g6xgAKt6dfr6XZDGViHcvMgVxA4lOJ0huIZYdqqpwN9unnIJad1CvvdKc7sVRAyegm1pywZ41hhE4j3FYLsne8pDpUBqC2CF1b0+hq5eUcI0htJtFCoyJ7UypOQrEAu2mi9xJZXK3OBXPOUduiMPg606wsQPeKr8TfTQt9rz807tsXCoDiREPMOnXelSYGAdsxEumCUIcRB9rDGVPbplnp9Xr6k5V+HttfvDRNsy+wwuVaBGxx9D2E/b2tcDk7WVP72OK8cHpvqy9KhcdAJyFGsVFGIwtIxEPw+cXRugizPSka0FfuTO5VTa/O3oMEYEWwi88T70ULILGLJdUTbWQk175vAairFvtKjpUvIvE9qxXD02ctiwUEmYVttQprdLB2/Y1AcNTBkqqsq6acJoue2LeEGW1ZQaYvdp+NLEg2ZPgOYrCgdTzkuUScrVEPOf7uHPhRv4rHizBqPs3buoaf68G+6Iu+iH+/8pWvDO9617uy7//pn/6JGZlkj3rUoyad493vfjeDUpIdkLF0zM9Nb3rT8PM///PhsNkGy6bvbTJX4zuLjEcbgDLjWFZE0DoIS+O+J9mCljmcGtKDZTwuYaOIZ7WQHjLF8JzJvUHMP2IQWMc4u+oxPHwk94AW/HwP6tgwKQaZySoAXvHGYmXl+pkILhu6ds2eZI+SIEzhIiyapN+ZtQI6GxN8DrqiXhExm0VXs9KcP9SX1FEFGDv+sAN1fxau3D8v2+3K/fPZASvzVUYEsRr4xvGu8j1JCnm//hRHK+PZ+NNC/FhpbbZKpg3g2ETCDNtakucr4sq2bL9VLQm4eO+F4K6aHitZIucGznGptbKVvueYicU4FsbDhKXsNtohQ1kHeXz/kmKniJ89CYqxsnbuds590b/TfjxaKib6VDRTGEzrDIjPRfSOJ8sUbLDsQcWyk0aFJzzhCeH3fu/3wh/8wR/oZ/RC7u3thWc961nhFa94xaHU5xptyUIW2DtZAZPUwZpE0uJ+OmjVHK1J6qoD/lomacs6HNqHrzH+qQ61fCLG47ss1qRIk5M6aqp62za796RwfWzrcq66xQIsU7nxfg45yops5hRc9U2DCQ6efxYRc9Pz0v6SagAXnKu19DavffLMAdAk/XzofiSp8LXtwMHiCOxnCwECghSoZCfrPFy+lztZid3KcgHa9+ViUwerMgCE5WwcrOnEGSO04lSNzNCuGmuuwZo4jlsNU7PHLtAqjBwEVP0i2iuOUk6dYrMs1vnId3ZstNcumu3hcAzyCk+hweJaU/7JZPGpTva+GEF3n5xFWmnsA0vukwcaZbEFzLBediIdE7Lr8oIohf4xtnhL4oyARWgVjMv7whVXewdr93l0BChDPDoDjEOgJYvgMAJTKkhw97vfPSwWCy40+s53vlO/e8c73sGf0Xef+ZmfGf6//+//m6xFRaCU+txd7nKX8OIXv5gLm375l385f3+zm92Mg+evec1r+HMCobe//e15+4c97GEsZfCIRzwiHDbbYNnOkkAaOB8yTGoZjwnJoOIktRgGA+DWedUQUPSYie52gl8Rk+IiPQmGFlLmk/HMjN+l9PZ64/N7UzKsXj7VwerMb/qcsIo8B7F0g/FzrT22Oedo4sAqZp2CKOtkMQE6fOyaRtpjnUmwbmu8uPT/Ojc6xS/FSYYEiuqxY1r1Yhau2c+lry7fO5+lBDiwbwkL6PSWe0ZYNnkvHE9BlAoQbMNYFgPwij8k+6kRy9dsyHndilNwbKsV4629b60s1rGWYTJnLeyMBYzLa+tH/j3P0t/d9YX4GpA9G8dRZS5LAdyCPnGGGW3BxDjudAzWwvgGBAWLZ5MCinCszDfQ0OeytsI7V5IKGD5oX9CKs7IK23jkj0nj7gbLHlgsO0ku4Du/8zvDa1/7Wm400Wqpcd/xHd8RPvrRj7JMAIH9ZzzjGeFst4TFKqkQyJgjxk3JKWj2S9IWzPacTpA5zswkCUzI6ku6aiQ8gpRlohWUDxKWlZc5WMcOJOLEwKrh3nVZlqH8Bt2ttZinLwmDb6d3ZNLqbHs9MNowiCc6pZqWK+CmEDoRraeZk7Kj19RPqqh7VHWyWA3NJMWkv6besRonr5iWXTteetEYYaR3C/7G3yVLFkuLMOeI+zIsd+fhst3cyUqO1z1isu5DhUvTTtHk0rR0w2K1rBBZ8CmL1WpZ2cAEXlvtfdEFU/0WdNuMfAdAwwoXw0sC4tiP5Lpb3msLUCGdSlPZW49VOweyVASMZfpvEsWPchQybnuMG96WrthxRkuKVTIexDQrZa/S/euqsXapWgPtL31uASYap7WKHEVh4RABKb3fQ84K93m4hUEgvarGYLdtyZi1pFUVxwfaXZkAS3Ws8lBOTVhW+sg6itIcEJvP5+F3f/d3WZCfqp9SGtVtb3tb/u4DH/gA3+db3epW4SUveclkVrKkbx07dozB581vfnP+//3vf//w6le/Olx22WVc0Ot+97sff05teexjHxse9KAHsY7VU57ylPCzP/uz4bDZBstGA2ymWC3i1z7lu0EXHef3msO1NF8jji1ZDBKRxEtzf8f5VNqgvx2Hm20LOIo4wMZBHaPQNcIx2BS48hwuUW6hWfJFDB2shD+w3d5CH02dvO1OJTeghgy2BPsa9ph8Vpo2QB82YWHK/U+CuB0+s44OxarqdIX76vVz7NuCVeaCGUBK7EzPRRm7FjDl3ixcuZczWa/aOxbCXpQLkICDd8xIFuB7w8zmCrGCIVNMNxcZKdG89J4xtrnFbJ/IihkzeDGfDRjdK2ZXwJpZ6w3AWr61myOLdayNlMLK1rQlCRK9bw3ygeJkxmbgWt4E4pO0fVjXa9ZUtkgqYTzob3wOGo+2euc+EoWEoGDHb2kfvd+OVNdazK7FWjNUtX1IzoHDximnJxF0QgJhXh7zzhabn4NYdlLP3NraCi9/+cvDL/7iL4Zb3OIWfDF0g8jh+iM/8iPhr//6r7Ui7lltwGJNIv8emKuBmIaU4Ey0WsFwH0lKBgCP0aZp4C1FQSJVH48pGlQAyjTNyk6sAgBIHBuZCokjqRwNbi7K092c9P+47wqO1SQyGO9nzwDIU8Gr7bPXohFlEzUb18B+PxGh1/sLi4PSvoU03l6P0ukryN4Fh3c2INo0rqHUIdu80r3A1B5kPsRr6tmfzrXR//f3Y9R9GeZ7VLJ7Hj62dzxctn+tbra73A+X7V0Y9nZJk1VrhcVrhf4vwED6W4z+KrMwcbBiilXPYpWfrk3A9vOi/yuwS8ayEROL55W2dSwLo8s69LyGWKxnSCagL+BgdHMdy5gA3oK7IM0hKVbIkuExlBcfqQN9aZjd/UEq1+0BamReSTE3WfhI+h7KUMg5FNzGnyn323t2yF7xmNA1pgWmJQoI5fkm/ZECjRlLvD9R8yXM1vBzfdknfdInhb//+79nAPiJn/iJDBTp5853vnP4ru/6Lv6OtplqH/rQh7gPf87nfI6CUrKdnZ3w0Ic+lP+2ElE3uclNwote9CJ+tr/0S7/ErNrDZhssGw3HcQmkefhBxlOTHdLEXvQwMDDcNXiMGLI255mxSxbmGhQVXISL5WS8NUxWy9KV+5HIXhm2L2aw1axYWDEfRfBeJmnvteOMNXWcGyZZBS8zU2woC07XJCsESO06Rsz0Ow/T9NgL9GyFOBD/zvTW9T53x68t7pPMF2yffVfGzqlj7leCQXpNVpILuHbvaLhiv68v8JH9a8NV5HhlJqtZd6DRfcG13NA7IUQaZTYadqMGJpz31xkf8sKb5Dgrr03w2Y/Gtt6Y41mVrGRkJka0YfQ6zxKLJowFqVShybrF+0zBK3K089rGBEXUoY7kMCfjAccsyfxDxrwprsbnUu1peK5EFkCCQmkuQALWUL2HFrPrSEcqQPumt56x40utOYJnV7QNlj24WHYSk/V7v/d7WSfsm7/5m/nnnDd0aA5FNT3nLBn99pyFsn3BNJJkQbI1Otb+AJgpRi0d50MNjHlshAQ8r5gKZNsiZgfYNTBXa1qN/g6Og13/36Ahpv2hsWrtFKswy0oMiVQLqI+iaoVS79ow8MD/B422GEFd9Qllxy5vmERe+1SnEE7tb4er4TlfszgVTi52wmIRK7LaYANZZO3lRZUqzEBxhEUnuLBYVcOKzFuwxXFCjzgWpMm7P7UAB7erst9Ex++grcpmHWM8/g5sw2NkZD4kMgd9ddakaFa0NIUfx+lphb3KhRRxwYeO1XxRyeDWCkVNtRL7A50R1lwWe/dLnK0uE06+4/1lzjTbtY7Z11PXGrIHPvCBTQsvCmg/5znP4Z91G2UhiUaptU/91E/l9hHzwBplLd3znvdk0PrCF74wPPe5zw2HyTZYtlFqZix7MWabuFkzkuFRK+Zn3+HEEVBxaniZPK5jyRkT8wtSLJukFtt2bY2oGj6WfbdO4+cjWMk0uhS04u8iG3To2PYjYXxOrMfLhSMLx247AAQ8vTnQ/X/3vJLaAp7u5JhCw62V44fevUQT1aylYmDh1GIrXAvtvHax5M+4gCsX1zEkHT6u6ZNelh5eDmBixdLoABNcU3tu1xeuax5frJyDcaS3YApvjb1uGxGIzxjr+J0UF+S0ICeYYc+F42ribyB8xzzMSWsLZZlbmQ6bmWuxrLRzyhq/tK4YlPNzpD0KpmOp0z6P8Dt43iHbYNkDi2UnzfKkx0q6q+e8YZQDfgaFoMUwzdtzSulTMkABmUE42SYDgM8O7XQDHScA7wNATGny6TFUC4+iXLbwk5wX74Xot2B7vQJhfA1eeutEQfF1abKSWYe4fCyaiLWBvtb+xAkNCxzsO/Y6LHMwsh5tH8RCD4muDO5fAjqajieaORUWhupQVpgQNlpsCwdMNWTyCqivpCFqX4wMP9Jkne3OwxWnzwuXQsGAD++HcPnu+WGxOw+zvb6IEbIBO+ZiZLGKSHztHqiIO6V1kWMV9IyQCWCuSe9fPEb2mb0fTj9NTAqUNemfGoZ9lJzo+9IEZm3CKm0ESVODJcjQyd4jE/ipWKojXGAv6bjYpzx1LKj4PkrRKx1XDdsjOY4jAWAvLV5XluGgEhRdP8+eUWQQJMGBMfe3tG0y9znpVYYtIb+T9yZY1mqs0JqwWAvtmtAXhfG2ys/ZZsTstCYM2X//93939yFgSs+ZdK4Om22wbDR8VzFbAdg8g1qu8pnNMGmwhFFms2Ac68ewyE702odarB6rDnXzkEmP507GM8j+QayO2Ko0Vnd/hEmGcyaO1+vK+EjG38J8gNkPXop+7blNCexK0NKN+BeKsur35hqEBKASQM41ytwtmqQlfGRkF7qmLtfmHOveA3+90W8Uv9fimTF4vx/Cib0j4bL9Hd2UcO01u0dZSqCTC7BSVD1ZQq8bC3+VWKxR7qrHr/sso9Fp1ccMxhLhx2NT429vG289jMzqGp416+ZkvVCUj/La67D69U94x2ttqWTzZJjcEIjs9k3HtWbXEHgPMNuL2axxjS/NQW1Ui38xw1Cuh46h/Sl9H/v+Fpmz29vQ//pjSsHYhCGd4FlhYA/d91aZCpMpqfNfZX9LQLKHBNmAooSOPSSSJFq232DZA4tlJ83S/+N//A8uekWFrs5pwxfQ/sj32S4OaLX7eZZEMQuFAmwKOAxIWGW8T6EFLURpTmTaScQzqcoaGQjqaMXjxPPp4KDp0AakGgeFpqQVnMLe39VJKJEKcAq8rNP5atvgOTOsYxvYEcWo6ZB5KdroCIyLi+JAjeBH9rEMzKH7ZB0lXrVYEzDgQl16XngHRjpHUsZMdEp6E740VftkdDzt7bGjc763DPPdEK7ePRY+vH9x2A+LcGq5Gz64f2H42OnzWK+VHbH84wQ+BJBHUJIEHZL0nD5wIVIFfLy9/TDbi20CAIEgsF+wlt+TJvMcq1qgyalGGk3bgovJ0v2+odkJYF7K0GAaEQJup0/3Rb9ScK5piLBIkQDMzIyFfAxZgEy8Lgl8SJpVH/2P+q8iPyHOezsPRHCbpEa2OACKDlZIr0pSyQzwTu4vFAqD4wsYFccqOlz77eLv65kIdjYbpUuR/dd//Vf23Sd/8ifz73e9613uvhdddBH/Jsmow2YbLBvKBVS8xWUpKBPf/WRf/S597zODuSTb32IYdALZYrCYNaAyAf0xRD4lPZ442FL9dL0mwQ1Y5Eqwuv49MrgzBoMiBnZTUycMgoCfZkY/PktusIFK57ypoxWeX1HiZsBJiu3E3+a8g9eOMk7gkE8+02sTHAvyT2hJ33bYbFbyreqUQYZgm6M2K96K8yz/EEadsZP1I/sXqOzVR/YvZHxLZAHGsjZgkNyrWFdAC0wadrPgWJTjEJkrwrGsNx+drSUH65TAvGerMsINli07tIfZxX5tiTWvMxVnNsro1e5xFiAyQX6WvUqxZaLHCuu6JBhnn7esi/Ddw4w/WT/J2gnWTyqvhg586yNBORBbWGsVw7UOXF8iMdGgm7uWRLEDtKY6LHaTA4ZlJy1TnvWsZ3GFrkc+8pHhrW996+QF46E3w9jpdTwMwxS317/Tyn6JbICnpdqkH2J+asxDex2S+gHXxI4ge7wISLuqeQaomOPxoCgDFUeiuqrcyb0qmVQDxQifRvPnw4PcOgZbsESHcozVWKx4Xw34r2oF1Qx1WQcsu/9Wx1aZC4V7DsC7n+wcFp6ZmJK/9fqnXWsTsCeLDtbl3h4Dwo5NGsJ8bxauOX0kfHj34nByuQgf3DsVPrx3I3ayht1Zx2Q1mpoY7SUwkmhZ4f3jtkmUsV/kMYuV2qDFkHogoX3M3iMBQ6X06+zeLNp01UrmRWS9tLCao9yAkeL76TFNkxNPnF+AfbOyThMEwjJJD47a9/0hYbLiQpwWIXEcTJzmwiYR5ykCd3vtwjLfyqu/dg5dcOpK9B/lKPgYHbjtnMKNmqy4qE4WfDbyD5VY5fPSewm6XbiIROZqAlTtNp55QcySLdfwc5YYVWGlfk3VVvdN4UGK/p933nnhgx/8oJtmdemll/LvEyd6LcDDYhssG806DD3dyZJB6mjivLBYtsL2wcV+Gthzgu8Q5PdqFSC2yoJOwMRKyALqCIBrNnga6y4gOSDPKlshO8czmB/dYocrWudQG84YSdjDFrMmAf+Cg33AMr3X2jpm6B6oAybFpuqo0uOYbCzPoZxcj3e9jWSBAbJH8zo60QNeJE6p6/Z2wuX7F4RTy/1w6f514b/3LgondncikxUKYsKz0z6lNQYMnsVLiDi2wxUYcEBN1vi7hseLkmWF5+qRkEyWoIvxxGlnpBY8h3kqDWGY/VmgJ++DRYzpjaljbEWHbY0Ek43tsQ8onjXjaxKkShj8cI/gPesLzMH54X2j8/Qs1lQD1isYm/hHIBOriGXHrtkTBqthlFfmwRKjumewmh3k/+vCkBsse2Cx7KTZ+gEPeEC48sormVJ7n/vchyt1UdGr29/+9vpzhzvcIZxzNjKiLdbibHT3q7D3BgfZygCTFLwqtc1zKMn26CiCqLl7nesGpCWbWkSrNjEOOW6wunlyzIGo9cR+lAFTXAy0Hluc22OcUoV9rpfgC0743uf4/6SgVFfdnRyte/tb4cTiaNhbzsPVy+1w9f4x1mklZgBvI+9D6d4BIE0YB2jyXjEwBZBjo8ruviswWFcRgo/PdTDta8Ixs78Pm+H9SIIRfsDJe35uYZmaIZBTB3KFVeYG7GYDjgpHsmTMc7KLloIlix6rZ2wPKYxW3P8ggNOzyB7+8IerntVP/uRPJt9tb2+He9/73vz3r//6ryffnTp1Kvzpn/4p/33JJZeEw2YbLBvNmXuqDC/eYA0vQTZPL1Y7F495RirAjL82k6gvuJcOMp1uu7PARhbhuq02zyaByUY26Dqsdf1gSQJnwiBVvGvaUMZVQ1EiDf5CkR5rnsMQ0/xLTubSudDG3KsSKSFqH+/ub4VrF0fDfliGqxdzxrX0WVcUs9+/JEmXtXPuyF1Fh25f28CkkE9JXffO3WqrskZra7yBdzyTO5pyjtrxzwAjNtefFedojg2F0VxbU7qmjla/0JzFzcygtrrQOHYLWQfJXiUNYc0aHWjj0DNr9K9khcn47/iV131s9vC6bINlDySWnVT4iii19OI86EEPCue0YQVWTcGgwSIWqmHWm9kHqfUYnZNCQPT/ra1YMKCw6ETHJU168rZG4MfHcCZSHOwyBgBPon3kto94xm3kOnA/KmxAKSj8mcOkBbq96gf5F1TWYy0NlKUB0lZ9JJNTr6JhZYXuB8EdRMaRBQCTVab1qecBE+ak/J01yyl8xoy2AW0hTHPK9H7mXSS6NMFre2g/2p/+s9XtkzfQZeUuqagUFRGi/WKfr5q937jIaXCwql6UaLKSXACl7e/Nw8nd7XDp7kXhzsvt8MG9i8OluxeHq08dDfPTM5YU6FivXtpijPhilXfTVi7eIAWy4rtJTFaVCSBmLT8rrMzu9Ad5t0v3ZmjBR+2j59UC9ppS+ZC9FMezWcGhSP/3AJb8Rk2olsoB0j+L7cdqwpjiOK4KbHWBg/1VnZ+kQQVpTwKmhMmvulLyTGnbdOHM74TRvUuvra/GqudRZhExpalvU+Rgr2NH8/npfAAEOSWSmCYgsWJZRCVzF6Bx1cVtMEW3nP6WRP0jCFdwnWh35c7V7pjx9/UUnzsX7IlPfGL40R/9UQ6eP/OZzwwvfelLw6Mf/ejw/d///fz9533e54XXve514XnPe144fvw4f3f69OnwjGc8I/z3f/83P8N73ete4bDZBsuCJQylvhCgFklhPGjGrEKGT63oSvMC10tDlTEcxy6TOaC6d1EqQDNGZB7KsiikzVLAxTBYZX62WQwR63fOiDiOFZxgRakee83F21WZw3gOLcyHIAlUOLBh8tK9he/g/Jy5Ruax4vRvw/q097rUBjE8tgaj03N084XRYKR7J/0NGamayQKOJC/riK8b70EbTkj6uWDpKc7vMcFW6Zd0bviYCAOn97fC5fvnh9sut8Kl+xcwrr3u9A7LYrGTVfTaZe0JDirBLkuLK+C8/IZEnKGZPZqJ1fVB3SuZy+mYTv9W9mO56C6PP7YtjGf7tZHPYo3Y0pFnSM5tP49r8STA0kp04HYNbzYKz5JZlvVUQzkLkrWSNUVc36qD1cqfkckYaoNUkvmKuFgZrA4Gj79p7bQkF1TMrOJ+h8W1mAQDDGnsR3Bc7jfxvM2EEnTS6oWYsV39Fw5JyY6nmAVqg3XiF+b3Fv+GzOGNnbVYdpKT9TWvec3aGnCobeGw0KTanhNpzAxTjeR4BGC9bY0DInFccV4lODW9yQyj0QhkMPIfZwdxsKIOJQFQdqoi8OJjORqgKF8gky+Cz4zSX2G6trCo7PFch85iDSn+41f1CrzNPc90WYfEtXWzyoCMixKMANa2x0vFSYuLScRgAQJwcGB1QAQcrdzv4zzSqlWGfb4VaOJk3qoHGtOZaMEkRac6uQCKYG2Hy0+fH04uj4SP7N44/PfpCyMwnTE4JWdsr5m6yDWFSkUCaFN6F+ndCU46tzhYNRWmcM/03Yn3apVJuSHNrmjWUR4BWg/UHNDqvtONQChZvDmO2lXGhKF9cdGMaf3xuEkQLC7mSilW+C6i5iE5VHmusAwlC6KTwgTzru/uxBQrkQ0g40UULnzifjaNSuQC8JwtNrRdfD+SwKMZs1D6JUk/BT3W/LwxiGfPhb+zpgy/I6sWr7qeeGTXi934xjcO/+t//a/wmMc8JiwWi/DOd74z3PSmN1Vg+rVf+7Xh2c9+drj66qsZwNKPtSc96UnhsNkGywbjSDCp3iPmGpWTkZfD21ecI+mOAwc226PTrBj0Ef1J1E6NuAECgSmDFeaYoh5rL3+k43c8vjohW63VWWKZUjwPgcbhOiqa2/EXnZBWRkpM7hEEFLuPJw6qruMZisUoDu0q1w86VPh+RbKA5u2mGuDptvFjmqM1Fb0Bky6d4EPF0OFezfYoZXY4WFnYpad2t8MVu+eHU8udcMXexVzA9fTpbZbFYrkqkw4/K2rXWlJDXOuJjJzg2OgEUwKDOO7knpTGj8J1070pxQvyNVXuYO0ctRiUKbCSPRPMMjNONrsNOyHDNBvZV86ESZ9Tpyjfj8g4xQC+Sd9PyFOo3e0cW3GqyA94wS3BoLTNdvyRcxIBRpz4UWKQ+1Rsa3eIGJyn4ww5qUfcG8b18dmnEhIFIhheE36Ft0f+FszJPhNghosfpmuEbdRguzdY9uBi2SZUQI36q7/6q7Wd9KwyeAGSQjXdBwnFHYteJZOr1bFq1sIydHag1GcpvjCB2sm712Lt9SeVuRdBalIVj3qNFMCy7UHWlhR4ERCqFSedImEtNrJggC7iYd++cMyIYy1rgL/C9kQdKPe4hbSzmpaRaUOmYyW/hwbmQdkAADA1DVwBaAjGk0spTE6g0+oBzaQgj3P/En00BPglJyUzWTuHPzv997vCV6S5ur+7Fa44fV44tdgOH9q9Ubjs9Pnh1MmdMCMHK2my7gmghGABVkaP/ckWJ8BopSzExMFLmqydkHv/rhRTvOP9yu5V4Z57zzbRImuwjHlTBKbG2YWR34aiAaOsZfFmtZ+c8W5lBkAyFkLlZ4z+IzhNdPyMRim+/6hvjM8LdcdIw0qAKzpPZTGqOlaii5Zranf7Rf010LWqmaZnim6ssmcN48wEHotBIRkfrRZX9RnEOQqdKHKP4V439RPefg0/Z5F96Zd+KUtA3f3ud8/G5Jvf/ObhhS98Iadboaa6bEcY8fM///PDQbcNlvUtxaOOY8F+bxg95cIxjUwdg3ut5iTOu31tATOnxfGhm+9lvgVHkOhUexgOGK29g9UUoxQyQCYdgPq1LZkiAzqSVopG2ljbZ4L1eok9Rs4wvRjof2dYAtc3lulVcMZU28QOIMBNCeaJlc+l7SUMgbgfGK0JXpXtvB8wxZgD80oSkLXN0fM6zDn523vueC1kNh0fnt9sMQt7+/Pwsb3j4eRiO3yYnKynj4e93S3GsZS8IutExsDJcbAwGBRDi23rtFh7TVdksiYYR9Z9wv6G42frLnufUF7NK9SK9zPiupaiU3rvm2RJTIaWqZ1SNcuOhnEx8w0UjzGfLvfnWTI+OgXJPDmp6GBVRjNa6Rrg/dBnI4VgzTopceKSHuv2VlhGB6v0OS0YKyQU7VNmvezNB5AdNyngk8jEQAHvQt/RwtZWe7ZrQO5gXeL4ZtbrUwNUGyx7YLFs05tLDXr3u9+dfEZ6Bw95yEPCm9/85nCuGgoiJ86khgm5267y8pbAmh0kLYjxzpvo3wFoM5N8UkFQnaMD1+I5Wu01msHOG/haB8N1AczRNmbwy1JbzGRVmbRX1bJKhMmnHAsB9FCBsbHOO++6W9nBFqCONWWjQLV1yXBfzMLJ/Z2wT5qs+8fCyb2dsFjMw5w1WQ07O2lTGZin55Z3CdIXMSCBzmbvvW9xWra+Fy3Paup9rgCRM3K+69mSYn2WSYKMTO8eF6Q+Bi1h28S/hW1gtaj6hoJjwIJSWJzad3eV51C7llpq1VhrmZMaTaL/q/ycbUYSUG9729vC+9///vD85z8/+e5Rj3pU+Lu/+ztOx7rb3e7GRQQe8YhHhN/5nd8Jv/ZrvxYOg22w7BqtloE0tciLZ97xCw4rJQvgOJEEuNrGD8k0ypwSmLFmcXdrVs1UQ5xRczJNOG7RuWqtJhUwxjIsVXGYthABCt9bkoXbFCsnVHPeevsPzePr1tW0hZii0Xy0vz/negL7YR6uiVh2uUdOJ2HOGUdiUpgudxL258RAZlwvquRdHmQdvf6oFcWblLkUC4h62u9DVljDTraxY2GxP68RJ9c0pXFN48ixjFsLS3Bj7h9bHLniYLWXqP3KcXYmjtv5uLGmZCAJM52Rnz8/xIq9nE3D/Wx8hzZY9uBi2UlyASISS6lW5Gw9p602AJdSaJzU8C79aNanKwxpVDqpuzzx4Xlhm1RTqZDOKgBV2FA6AEQdFGBDdccxFHcBtBqBAjas1XEpjXM2uroOizo5Jc2fYtqKoz2TtEjvgy8lqekMct+4HaDtigOsM+kN6prZdsAxe+dgjRFLzzhlVWgLYrqHKzFhzsnJvDyR0vkgfc3qc+HffF+Mzq09dk2js5WxhvdXWCzCzqb7uxfC8vRWuOb00XB6sR0uO3VB+Nip88L+ya1w9HRksnIEPy6qRAcKwbhlRcC5SZJAM9Uw+k9tUbmAwn1KrrfiOK9pF+Oz1P/Pph2nZHbROsbJ77VlDBuxpEeX9CHnHpSO1Qq6rSarZbHKe4+LdEzH5XfANhmCGzYqLqmL0cE6EwYAsg2Syr+RyUrfLbb7dy6mThKblVtVlRMZ0BXU+xN1z5D1YQOPRhstYSLp4lZYDM79t85N1OsrPaONTTYqZOrZXe9616xgwGG3DZbtF5eZ49DO4fyeVcaBkgmuHZNnW1qA8ngX52EP+8jfMo+App+m9ysmc85pcaunxyq/l5S6XKqeULEBbJvpryP+Mk6FDquaAww5HmygSzLTRJrUtjVKNPgO9UbHS9GpU8CWdm0S26IajB5zrIYRbGBRAqJR+oq7J2K4lvUHzH1JGnjhWrNMELJCcUr/fP1x2YmI7aVpf28rXLl7rMOyuxeEK08fC8vT8072ijK3sEhVcsruviQOZ3tOuz7E9wuwjcjl6XozOrt5jdDiNPfWXjV5CFyjlGp7tJjFsJbRSDa0Ll/FcL2D7OsWUwZnv7+L1zKpFrhGJApkev+wprTmreOkPZx5BexowXic9R+LXdH3xGSldwfffcCxnVwASKrNrT7zMtb3WLprmSYpQsD1yEpHNnJpjtOAV5bNGK+VttnH4ET8HSUZk0zhjZ1VWPZwUIgOqnkMM0kFxag2Okgso7OWUmmP3dSmumPNnaiUZdcLMrs/Iy2LCJk0WbftYs4EUaxS2JSiBQ6M0sQ1BEzHGLbRpnvYyWpF9mpz9G4gBQe3TXUiK+AGHfdjWBX2+mvPsBp5XK4UtRWHze5iHvaXs3Dd/k44tU9FvDp9Wf5RQFluo5UKwHYlaW/ILpRxovaOldLLxEYwEZNnWkyzW7H/IyBfh7NrSr9w0uzzfQufF+6LMppsqmh23PQ9qAY7YDy071v2rKwsh8egNn0s0wvHNmr111lFbmFEX0D9sjHPfIgFnpwDHCnm9yRbruFnYxs7281xyiTfkbkyPY4c1LqwTjHgY+ZS+7eZl3W30hCEQTFkLU4N6gzqWjvHQccXYklI4S+NoVW8pxlL7bitmrm0wrNVh2GtLejIaJ2bauxMs504XLP5d4SV2YEF7I0yRJ5ZOQzn+z7FunNwkoOVmKzX7h3lQlhUE4AdPct0jeiuO6vPN18f4hpPU+JLzriW5zaWWFM7npWOajFl446UCmi0kkTaGc3QzNjn4qMoPKPGIEN1bEFpDv5/Skahd42cq/jOJZrWMGZn2QStbZ46HnkyhsvV1qe9xFXcBfBrInu1mFoMb4NlD6pNZrJuLDgOxEpxFrs4dwbuTEx/rKkjyGekJTqXetIYVYlVUlXTT/SsZG7m72hXkhUvOGolqhmLDCUUf5jUu6ryUjSpzRKWV/tO3S+5BuuQKiisNzkio1XTrJg1ZtlouHMpMthY5KeQJowp7qMrXEpUcD+NDFv90UQCIQqPL2vvRcGqbF0C3sQUEZb3WADGfQ+KRdh3gm4zXfLePJw4dSTszrfC5aeOh2tOHg0zjP5jdWKM2pYcXcJipH2wzXv7KdMwPidi2CLIGkxTkesQjTSO/A8AShGixwrIYMgeUA2rIRCF7TFFoarMz6Hrwv3kdxVMx/tdSRssXgMyzWH7XnPUyTpAYKQLv4qOlbXS80VGBjhWtS3MkonHJz0hjv73OlZ9fxL9YSo8YIp2SUrWEgoGbGFV7ALwlkIQpl/wveApB+5Xkx6vaBoXNGGhGR17VRyqsUKyFGZcYQG0KRawsY21m7IrLb4YWAxmrMzuwzz1Mwm89lIESRFZGiv2nXkIg0tMCOv1WDWzSsYkmm/JIcTnKbFZe/1WzTZxHKyMTWaFgrUDhIeilTJ80BIHRiXjB/FBKeNDf8a2EzJ7xozDo5wHxvEwi/OWPAt0FHMbHHKAzF/dAiZ15lr8hhi3pW0xI4vub7eu2RrGKw3W4d1yZo0y+DiDJhYto1u1NwtXU1bWfldnoMOyM83ISt4D+2561ywsPHSuwruldTeSrJW4jkwCAl0hXfdaxcGNxcess4z6sGWz1u6xZoVOkKEQnAPkDz034qQxjxiLl461Yj8YN7a46wrnmeizsBlZMi6WnJeC8638htVmNQ7XTpO1Y4HTueXd5uxBZZR2mHZGWVl4XwgHcpeL7/fAOKTrnFrWmmXTTnHWxqBGx2SN18NScR17FfWN833H49oNlj24tnGyrmIDL0IHECNfXFNKUNfPpFSaFz+pYD2U9m3TvGRwRDAigAiMwWasGqmOIXGwioONB955V5kSjw/n66jvcVCU31CVzxYn4knUpJAmBm2dEuXL9pHUCxn4Vy1GaO4jOTqyCoq19gw60mI6sQe4cbJHvZvSsaPThhyW7vZ43CitwNuzmkCN9WvA6cq6qdCvwOnL4NVW2CVzJijXQe7dD51Iyfk546qse0e2GKBS0av5qVmYk1zALkyG4hgdEmPE88V0EG5bksrdF+LicUDSH821+GyDCCgwXWZEh06qswrgWC6GgwsSmJDghZdSJqAkK+5XAmbp5yXN02Th4qaE9almSaGAEddUvf5kwey8jwgi5TjiBKwxla1pJdauj2qqldW0kkqs/NMvhjQQIL/BmZ/sL9fEvzvnO4/Xlp4p76Hcq8r9ScZ8bguAXo9FrY5kW2gjsnIkOhbZ5h1I7YpuqINVF3gbWuk6jCqxvvjFLw7/8i//wtVXxxj1ISo2sLFDaENsIdxu0vE9b+aAoVMzwRo44KWsJ3XKoaNUCqewo2Tujsc6peu+wKAqBY4Eo1lnFUoLeObh2iGHLM4rRMIQaacpDDidryDA1ZJRUJIZGuOEyFLjAd/ZLDPPwSrYTYK2pXYDjuzWLY7DzWG5spNHoNSUe0v3AivHR+einp8/G1gLDOlLSiYK/Z+CrXJPqAvtzcN1uzthd7kVrjh1PJw8tRPmp2csi4Xp3lnqs3OtWWFJrSUAOBacYLKtFAnLiEIaWC3fV8WzzbUaDAaV+y34Fo8rn1moDPcbq8tbLCrvuL7rvE1coXvBejlmlqJfDqIgYQLxaDZWlPZVbbKyYzYlO5nMJUumSfYts7Sz8V0IAopRIwHBSKxx3yXn6nZktcoYA+NwT0SZR4ID3D9xtBLZgJ8rrRNSbFuz6npxaBz31thwz4QUICzyLjMStYwjjpXTEt7f4NizDstunKxrMKtjpZNMutH1qxnnvay19CAAtImgOZnosSowlUW6c56EsVso7EWDZYujNWv/xChgwoQw2lam/WNYrClIg+NgRLbAHEzv+cBg7jjHi4YO9qSpDZpI/cYJO+KMpbIkjuTGtB/cd+y59Hj9JC+aOVQwgG7z6b1tLno12xO5AACVJVaOPQdGQvFvXLyJA0rArkTOHUer2+9Fmwy36/4o34MWXVI5RlFOoHdmZuZoqSL7oHjvvMUrOFy9/tdd+xJYOs44UroGHAepiyMwcs6VM3NpIeVcxljGhDVk3iBTCYMCvMCMgFVYrDL+oMORAKJoSCvz2TJ2IusE+4UEWc60NYwpGJ0XWY+EpW8drKPHhHTYPtftOc95Tnja054WFhOwSVUzb2OH35wxejCNM2E4RefmbOTcY51WxfZ1uHUpA4YZIxJGVGkesunQ4IjK9Fj1vJ0u67oYjH1bKoGjZJ6AtFzDVM3maDvPDc2PNTuT7/rQPRQnO86Rg8csOIiT4+ZO17VZy/krpmQYy+iN8zjzJ3iOnIVdwrJhFk4Rlt2fh1ks4NoHEpbj1xHwXmTFdWvzr8wlcqxK32qpmaHzjNdHoL247pJ5KVmL2UBN0maznpexYMwabIp5DuBVMOX1UVDWK1iGZCZLDrBBdeq76oj1HJ5O6r6exxBySuSp1uwq2dbpWzU91pqpo1Xfn57RquQd6Z8rBTE3WPagYtlmJ+sb3vCGcOzYMf3/5Zdfzr/J23vZZZe5+3z1V391OKttiEouEb4l0u5RrzUHbJx2Ip4fHZgM0LOGKVPCtGsZnHniSCfJnm2XOkxYxmAbmAI44ScL314qoCgYHR0iiaPVux50egxoT7kpyThYQrq5irwnaWc2/Spe8xBBsEV3XyecgmOqxWw/k/Y2MDe16JkMHjWAjRbZrPJ3n2oFkyi3TSJ501PjvIVP1+7eyTw48HmRV/lRdmAIMy1SFCOMVINqdyvsH5mHE3s7XPTqyG5ksbJcQJ+GPaTNys0QmQ1Io0uctar7FBd9/Gz3Y+G7grxEcUEUF6/iaFyFzeps091G+T7KSUjbLDAC5jqOc8mz1fGwnQGjk15tEWva1TJJ6jgg99xjS8PiWhkAWwMLtBKrAbeBsZGPJ9IPlsUqBT4QnEYWKxf/kGIBMh4bR75mU0AbNCULF0p0DGGmTAAY6sSI/TtnbzgOFhlPvOrWsrtlABA43TPz0waYrmyE777ne75nekXdQ2QbLOtYJTug3wZkRxotm9e9OYrHuxhFmVLFXmSBICOrw7EwHwkbP5l7O7adOmOsE0kyxMa8E414rjQ/ZXOMp6fNg6LDNJN5pYZlaRdljfZVvWlKVhJc8drO0NiAjFobZHbYkF0KsqNLKzhLtzUBQ0xj1h0Qx8J9be3j6oyMa7et2Oe99yRZf8yH05m9PhKxGGNYOt7OTljuUDHMOGfuz8LJ0zthb3serj55NOydilhW5AJKfdn73AYyiXkn7w4Xgu1xXko0iu/NlkdsgYxCi5ksnkVrdXLKvZXsnImW4BlvnSnEEAkCIZaS3+49BRam10eE2T3SemZ7ug5wGbCQkZUUzO52yMcWXEclZJVKBh1gOyYDgMzcUjArF73qPluQXIAMbTAW92sK8J1k7Yg6yswZKMsAlm9e9xy5+J2sM7QPOM7VBow8032FGCAFlMG5Kn6WLFNhwji7cbIeWCzb7GT9zd/8Tf6x9rznPS8bzGRRfNY7WceYvHRxoDsoHYDNRitlASvVqQW8RRo/67KSmLo4XHUy9lK41kiLwokYC4vF74oMBUkZkiqXvP24FOtuF5kcjJNRnBwZc2D8OappJeZeClOhCibAEetKKNjNsVoj67JOACqrsjnk+WKEcshK9wD6pTI7YoV27Sys+9ql2uztbbF8AEf/aULkycspnGWi3eqMxiZZCQ90rHrHHLo2e402paclct3CZi3c76J8gbUEmBfAsWWelmQDhtrJfl/Q7Z1oum9r3/XY8S3Bi9qYYLRYk+i/VGKVvzn1qpfzKDoyYL7BbTpHKzBaCfihJIxleli5GbhPK81lnrMAFteixypzZ18d2YyFZ8oBcI7YL//yLytu+4RP+ITwHd/xHeHe9753uNnNbha2zmRF5RvANlh2DTaWISLB/xZW6goYqWP8zVzMLYH/Lt205ggxlaWn6vJpE1ebm4oMVg3KOaQBd3+ThqxBxQGc18pWXgHr1xyPyZyFGHUI+/YHH3ZcYGbHKscp7lrJaLPbluQEcH/BCDGbRZstWVnzWdgjR+Vez2TVwpFDxvM8/J0FHwDbVY/jEV8GGNRTHKOejFQN5xoMZus9uFifHXxdajtsyMBL5k1f89SsAcZcXwueTyQfeiJEabzJZPumTu3CvqyNG+iwlTFqljtYO6crBJC0gQ19VRnSKGtljjNkY7JpsW0tRA5lssY4ogYBe2lGPU4i+bXBs2cLlm1ysv7QD/3QmW/JITT3PfCi/1bDEXcsVJ0WrRctLDKgj5hNXK3OEGU6obB1FDSPURY+Mi3qOZIJOjS2anp00BaBKThEMzaruf5ileuKGLzui/RSG90XgErXZhwJWvBnjHlsglo6igKCiWDNFDnKipkJQErYa5ERJ+1D7Stsv52olCENz8OmffB+AE7XsZjA67Xtq24MUfLIYklaI+lVR7rovyzGiMm63J2HxWIW9k5vdUWvTsfo/16cDKWQG0Y3S5NhhRXQRf9BUB9TEqV4gmWw4vMCXTa5J8r49e6ZZ7YIlvPMSsdIimJBH+nZpk4QicfACCaEgVJyCCJ7AAGhiTJDg3o9WcuIqVQJ1kUd94llve+idranP+WfoPx/iLZnuluWxRp/a0EtlgqIxS44+i9F1uRG1ZkUWGCCUmtlHGfTqLoZF00/aWaIFIBiXygM3+3eU9zNKfFcdMspzrK/DPO9RcdipQJyewioCwvRAdsUC+jtb/7mb/j3TW960/DGN74x3OQmNwlno22wbIOVnEk85839ebBmCd41jC+Da1RTO9m94MRQFiFgV5oPEw31TouVtc95ro9sfS1k2bHjuzZhgcs+KJpkZJUMZA2QAaXVxD2cK3gmti2fYwYCrsxm3OvxgWUDl7Cs4MFY4VszCSzDU+5x17jytYeG9YnD3HNxC7YDnX16zdT/tnLmXbEd/ZyVpIFKwLK2H7Lxak5sdLh4eps1ZmXp3Sk5WqlphAGW2x0u2KECmMQUjN/tz8Le7nZYbM3DqVM7KZaF/jvzridxoMJnyGCVd0cKHJfeCYORNJsPC4XiOAP1HJIMNjQM8rpM4Tg2oeMt2T9d6yXFYnEbOQ5mZtltuF9EXLvo73+zWRkU0ZLl6zb3zbJK5eE4fScZY9a5FvP6qU3PlwwycVpHMkCvxdrrr3YM+hC/699F9XXgPGEd1dZwjV+SDJDdB9bdyVxjxvDi+QuGElczZLIiho19Se/RxMDDBsseXCzb5GT9gR/4gTPfknPBatqbXmSkJfpaOM+gs9ACXwQ2NNhjFUoG1k7KgIlqFovWeOeGtuMgVoyMrZD6kTk4vMF46H4hixZSd7n9njNHUqZr19AwYFejjV7KtjVwjEhKrqvHhYBH7o1NJffOA/u1aCoNGlZYR8BTkYsoAiYyAYYCAMipRukpHEGN+/N2XeGAxd48zDny36cpJ/1d2DBybIluewvJpB0mPRt/F+9F168yR3qmTQZi//Y+Dpi3eLV9uQe9FjSnKYlZhXpht1jGqlZjLoPFUebJi5Q2xdT0xIFfKFy3Tu1seVeNDmy6jWWxQqqVADGuwmpS7irmMvxl7EJGK3w+yaYsyOX6bPOkSyiDBlkAxrGDc9eo9o4jPJzN9qEPfYj7/xd+4Rfe4KD0TNoGy/rGr5MthDO2kGUlVTMrWFLISMjOB3JCbJn0lAmueE5cDNptYdosZGahU9FzrjSMaWvTcpP71Kqf7nzWZ2b0GK4L4KayWV3WAmT1RDybt2fF67NOJWsGS1RN5j1vDtA2Ow6oobavYw5cxaxcVEkyQxzAPHcCE5BsMQuL/S4ri7AsZ2Wpo8fcEyBmCEZIdI3jORMG68KkcI81TyqAr3M/J3oUrNoP0dEK1zDYJjQdLxbZOqxak6FRt7OZQTrGSSoyC1q0bcVsQjQPVwm5o7A2TLC0BCkAt2YOVmVOl8+rNQY8G3pnR2BD10czNsgEvhHJiJyhHKMEBWXtbPXEx9oGyx5YLLvGN/GGtRe84AXhMz7jM8L5558fbn3rW4dHP/rR4d/+7d+q+zzlKU/hh/He97532kntoCpOLKutoRqF4HxA3braS4XOkwLo6tN/vEgpAEzr3EmcpKKnF7V2uCJr1N7Z2wthb6+LvFB1Z6a695R3nYSB2aCagLWJx/m8vydOlBS1FmVS0fsJepfJzQGNJYiwsfNKHRq+dlK8uT2AwRQl/JHdqxH1CgN3kAmSywRoikuDU6lzzhA7bqvXcvIcrXgNOHliOg06d3ASPRPAFHTDkrYl2/TvnE37Qccm34ednTA7ciSEo0fCcmceFgJOaRMCpuRo5cj/LMxZxypGHWFS7AtomKCDsmJiH4zvjv4Is0YYAMnY0GsOaf8Xp1/Sb8HpGlmbPdMi9unW5yCR5Xhv8Cf53tE1ZpYlRq3RQI8VwUoGyjNWkmULgLZr/L/rDMb+KdFzW6W4cg+6dwK0hj09V2xHK9hyFoB6j226pmwjTA9gsXYFrrZCIMYKsa/1Z94xWEDfKrt3XnuBmeOxZLG/uU7nkqGOVet98o6tDtUuyDGnRQOtmYTFurvXvUM0FwkTwCm41mIMelf8OVvsvPPO49+XXHLJDd2Uc95uECzbaDKOuwwvMhs8FwacmGUmId7ATKPhhqRtsixUyRrRCuio6dd9TgtekR+h36pZqe2OklkepjTXmrQl+3BNgTqDO5EdyON1KRPLzDczo/etLFaWDUgupv/by1ApzA3IFi0asgpxThq6dpHK4fkx/kwgL2THXUuQsfKcEU8N9W9kc4PzX3XJCbMc2elw7NHtsNiedViWmawhLE93WVnLk1th69QsbJ3uPuc1m7BBvX6SyQHQOwFrK/qb1oLyTjiYLLkdiL0Zb3RYK6vpEK8ZMW+xMFvBWZbgV3ufDUbWfeSd8RzwEKxJ1qTxu6R4rWo35xlY2fFWqd+Bx5JxKjuAwb5JfQGpEeOsOT3iFGzXMZmBhKPHr60hzbMAJitj2O15WDCOpf7bBdsztQ7vnSo5TOX5rsPBvIr8FDpY+Z2NLFau79HhWPal4A/NR/TbFpZrtA2WPbhY9qxwsn7rt35r+IZv+Aa+qT/8wz8cHve4x4U/+7M/Cw94wAPCpZde6u7z5je/Ofzcz/3cGW9bru8yxPJEpyhE0qyDoeQgHGtJxB/S/NHJ4Qy8KhPQNS6dbFa0Jt1HbbMnt+CnFMhE6jEDk3Tjmi6lmYxdVlyLjU3lqBQHKxbAwjbpAsaZhBzmYvXzyr7rsMxZOOTsGXgHJNW5dzhH55UUe5AMHPoPaQ1H5w5PjiJc7qQuqeMQF2Ul56tlmo66IU4RBOynyP5tAfHJcawj1d8/1/NtLJ5m+m6yODdgMVnAF/avtWscy8beT3OPvWtbxanmspAr99YsKrtKrNGxGtM8+bcHTIcMmfiGlX/GrZjCasYaicxLNVY3XdG8cxubbHe+852VBbCxG84OMpZ1zV3oe84Rgw1LxVm8z0p40M67+FniIOwLTPZpoCbgl/00ztcV7DEKx47dN5FrKrSh5AxReYGUJJAxWPlDmJNHZHW0atBmz94SB2rPQK+/cK5V1iJj50PHIa3HGXMs17HoBEoZC1CAlH46soBkrxNhQIgD5FzVrKza7YB5VJw8HoO1FGDRehUl8wLKcr0e3m+1IaxaTMEG5nRJv7QUSELT+7KGrCzT1kyneGB9nTimrexKy7tbWkuXrknXHUj2MOzV+P9ON3iWYNaO2Rq3yZyrjfexkWy0FmtoUyqT1v3SgDzPTVGWS7FsJN7Yd25jZw2WbS58dVDtz//8z8Mv/dIvMTD91V/9Vf38oQ99aHj4wx/OrIDv//7vT/bZ3d0NX/d1XxcuvPDCcOWVV66nIaKjVIoQ1pwItXQCATeWUSaSdHHC8PV+nMhaTJnSCpi0n2jxJSxW0mQlMbx5R/abb3VRGGK2UtqRpCEhi3RMoQDajs7dKjoNUUib4ozVYSWdI0kp4bbKwE/R++66OmexD/CTiurdjU4G9G6iiAA1pj94zyDVgSpUDB1ryGIsyQVwH4n3WPRYtXws9JkaQJe0ZnlW+J0X/TcOr1WnCknvbwpUIMtYrilqG7PRPdiehdnRo2F5dCcsj1BFywhOmSnXAdP5qahhFZmsCKKSBZoAHpvaZAuyRUv2VYeRV7US0gWjZqiAwoRZKM+EP192Op0TGX1sJbYwO6hBUyw6I5kRbQvAJYz2yHQQLTpOWYyFEEQyILlvuWNVKy27/bsvdpCwb2vyCoadzn0UmTAOg8Ibqzt2fgRFpfup50JneK+vqxVklTEeF76RXcSO1e3IZmXGKvXfWIUVwCu3wQOZtTGVx6/4voAmFAPBWdTqDWfWkkCOdbCCVAe9g8Io5x9isu7tdXI2c9LijfdMxqkxtkmxUvuKr/iK8Ja3vCW88pWvDKdOnQpHjx5dx2Pe2GHBsoljKI4NyKjCMV30Eke+b0nRKWvIKHOdtCbzw7D1uU4AzcWCdVSTtcOE6rSE4CiPfYRp5XwR3/YBnDjnW12+rqHlC/UyCaD6fHe9RpPSOmnk8HLeeL60YCHNBaQpvtfhJJ5r03kFMSk/N8GDzAaVAooiSUNDIs2fzvVgiqvVVR8IJMr8rWsOa63ZJxF3z0QAU1iZazYpsGXnbBVZnIKxRsxPCZtTGxXfNyAKcG2Bo1sdG1DgG8kD7BJem4X5yTkzWRnPCksb1w+49kEyDWEq9oJBdlZ8J1RGTjHwGGkgYB6XCBslTU15PwrFervjw/oDlT5KRbBq2YVuUEiwq2iyUnujZNh8jCyg/BnxI2L6KP01KbAFuq7NhAObaYCf4zhvSV7RaeoTb4CtLP2VcCvj2PizHdfQ5GiNAQI5rppHLNOvBrB3qR/VTMYTmGsmBcri/MTOVfpN+JWxLOHX6FTd2+8yhLm4eOdjSdxxeN6mzI74s7Fw0LDsoWey/uIv/mLY3t4Oz372s5PPP+/zPi/8xE/8RPiUT/mUbJ+f/MmfDFdffTWD2bXaGFapW/DKccyIOQVfqtHiWgTOi4iZSGzP0oNUiOwzq1c5kbGnjNmGCqW1a3YBXCGqaR0x6LgsmHXmDL49xbSGgQmwNSLspTbX9hti6lmnq1cca+h8Y5zItW1hgVdk0Fqn2GC6mbBYt2J6Sr+YmUVNVo78ExNAWKxeJBffCfm//IZACv706YrDQRb/WlNgipIBqbzFiKguMiZrwLfEcC2knVnWSwJU1Ant6N0VwOWydu8sexei64OWBCoK19HCKrLpsNZskKXUNmQBKIiHNCuuxgrgNEoFuAykkmXOWKf/HATj98gwWaMUhy70ao6eBmAqxQJW+Tlb7Ou//uu5EutHPvIRrsa6sXMcy6LZMWHkwjORivH2HSt1k5/AzyKxGNoWWXQZrJV2rlvrMLuOdP4r4QQNsFnnkslu87TVCfAodohzDPvaSpe1Tk3yIRvA3/nc6ATqDjILbABrpfr7lXcuBkU7PdautoDyJ0LPZGWHKzNZY/FkOYQyD62WvlnXlRisutZrZLHHc+r3HkkjWZsYPNYit2ExVfZ/Z/1jJAqKbdfCtLX1+cC40WKItfH36MOY44yxGnPV+9xm0eWNUYzajTPdulkxrJCWJKtQ9knOMXI9s4q5Ug8Tx0BLrBGZKQlaSDDPZgtPsA2WPbhY9lAzWReLRXj1q18d7n//+4cb3/jG/NnHPvaxsLW1xZH9pz3tadk+7373u8OP/uiPhj/8wz/kNKuVzHn5Ml0kjiz1rKtm0ILi96UJoFaQSM+fg80Yp81fbHnx93smq7CaZvtbMQITBa/j/t2AAYWyIDI/OV0Kov5DESt1YJGR06Gky0q3atlrAwmDQQv6mHvYXWNfEbZjdQBrKgNMyzQKbpi2evSxk4DcC5P6laRnFCOK0RHJrYsR1zjRVfUWvai7w8LVipAUJcco8hgmnEkj6nXGpG8vksh00UGJYAmrm2rf2Aqz7e2OxUrRf2KyShSVmaw0URELIEb+WT8n6g4nFx3ZsbHvL1lbgFgB4EzV8xtrST+K7708H9aw8ljHPC5EZCJsVhxnhpgTFtR6JmOV2VYYxjnrtX/3ekDeV0tmtpGyzaHwlQf08ZgjitKVtbwWvkYdsSHxkZTGUgwmlV5h3CZrogj8OwUDVEuKNMKgIquwWFm7qksLFLkAbAPrsNG+2fUV9KlkPGTGPh2K7oPkGuI2E9gAq5g4L3lROGP2jWpZkR4rzT+7u50uXOwXy7AdZnQDqD8e5AX2AbcLLrggvOxlLwuf//mfz4zJd73rXZy6/mmf9mmsDdpqt7vd7c5oO89WO2hYNsuQUuZ8P56nbJuOGccFKHHMxmJXzILcMvvFQjeZZI0zyFoWq7I8u7FL2azo2LUBUdRlFRYXOaWkfaLlGnVbE03G/uak92nw3jpFbcdYyZkV8cGSChxF7JRVObdzOzUDtDG7YF0nR9OxZD0ZBWCxMisQ2LXC/JLiRSZbY1j2ALJPoK95xRAF73RsVqf4lW23/F0omMTFZmjeK5jO0yOenVvUqMSkLJkNFCfYgzBA1GgXHLst65sOx1JNAZo/SYtVsrK64jt0vRC8xfsR+32nUQz3lpmstBaUd6InwqT6vJHp6+FbWaMAczp3eApbmBdktRvcF5u1ltXW6NcO2lZTJLaUzZcF2AX3AY5VnC3s8f2B9zUL+GyVt8PMMnpPmRXZX1O6S7wGm/Fqr6kluxTfC1n7WOefvPdcENv4J4T4AWtjJgPIOEP6q5yRZQpe8T11gj0e0ce0N8ncXJe1OFZxLYAyi0Z6g949ZbFGDdYl/95T9iz7WHRNjxkNB4T0cIjsggOGZQ+1k/Wyyy4L1157bfjUT/3U8MIXvpA1rET4/+53v3v46Z/+aU61EqOBilKrHvWoR4VHPOIRqwPTMYapvCvqlvbOwTZKeZ5uLenPNBn3FdxTxgFUFI1Aiyba2Xau3dOnjjjXty7Rf77G+oBTdcjGwUqdxpIyywAfGJPoqMKUeaspZCPONSbAiIgigfZCgd7cMgBdZiK6APwwmCzoKqC1yH6ASVCfbSz0Q/ciuR/sOAUdVma0ViK7shCLoK9PoaxoM+n7MfKdKOhm6iKAABG/yxUndKkf1vpmaXGA7Nno3K6y7t32gGPeGQ9twbxiRdZa8GnIeIHYOVqr7ayZXczxb0g5cs8bi/bZxaq2HxZC6pyNQJUXoNJ2WiQhU3aAqY4G/anz08fF6/Whb+X1OZsaBixWTWGkoAbORdQf+B2EIohjbJNildhd7nKX8KQnPSk861nPCn/913/NP2OMxoE9Wjhs7FBj2UHHoRccSw+QfxYdrG5lcHRAuItpP521l4mKjiGWwoI5pTQGw1iNjjbVXsd9mwr4ldKO/dTyJsZuqahYaawXLIvnKEkAgeRVd8w+o8c1yFBbdWYoVoa37Fxr0keQ2DDkvK7NCYnDyzmOw4zkIAJKaI0xXFeM2d5rr6xdoswDT3+Sci2xUmSyCpZFKzFlESfGeTdhsNrtPRuQKtK+JwQNveaeWaprtAJdo6kvemsHbYYzBmUnqeFCGM/Y+blGzDQGf3mEIjuWjumrUU5Q3wlZ5ze0NyM4WNZylNjjpRYwWrmves/ZrNmL7T0DkiGZjX3f+d0BIhoG/cBfov0nYY9PmS+Aqb6xcJCw7KF2shIdmIwYAL/yK78SnvzkJ4fP+qzPCu95z3vCc57zHAafb3zjG8M97nEP3o62eec73xl+//d/f9R5SNeBfvD/pIXVDE5LE2uLqLaARpeqD4Mb/78yuUkbvG003dlUjFQnQC4ZwAOHtCtJl12jU9WL9olOKrKC9T56XhjcN09TyRxE2T7zsqMLnRRe89fNrPKqRrYUPxNNzeRY9RQZBTgVoJIca0WrTiSRcVhKNUz6dg2kIztQ2IAcnY4MDnCuds7WhufH28ToOgLRUtrJmACLMELsgkki3agHi/rB1jna8E5mBd0g8o/3Ny1Q4DnLHJkA+x57jKbupOXqzCVGpphlsQ71SXsd9hwTgkPdgt159jB2JIDRpkcaLSsGpCIREIEpL6iiTEAkVsRjFa7LqVQ8Sl5gyNYx3icL3v4nLTzX6ywyqwbY2kWtvwFbNeX/bOIYEKB82MMeFl73utdpf1n7/LWxA49lbcZM0UYv3EeMx0Nmx2bR+I5s1vJ+USM8/p1lcgFhQGV+ak12MybGvzOTNbAhICakgWwc9OZIyURB3cSIYwefQ8s4C1kQ3j3KHK2tJASbMSbOiSGDZ1l08h6Usa7lXjCONYxAmeK5cCsRYzoc2xdwxaCuLyeh7xEQb/KUZyPbhBmShE8IB3uG8hQt8kTO56rvXzP8nq+nz1ZaltYMQ1bqG+KE5vfOfDcma9W2o7Zfi1NxVXznMcGdzEbNnjMEDhlj+iAOyAHEglf8WwgD9DElJ9WavY4i396lSp9y1hjNmbiSNan/76UB9LCSlaVSAUQUiDrHlFkgDlcb/Gm0DZY9uFj2UDtZReif6MC/8Ru/EZ74xCfqd0QVJkD6Pd/zPeEv//Ivwwc+8AFOuSJGwC1vectR5yE9LGIWoH3Zl31ZePhTHty9iNmgJpOe8b7x4jGuIO3CEnbt/56lx7I7RNJUv23FWWK257RUXHwD4FQWGUbEGKDFdA+JfssxI1V+qU6kmq5L4Vq9z/X6Y4Ei+T+5/yxA1n1jar2knOk+8SQCFqS9vLscw1xX3P6SO90kPPJ/3q+7ZyIZEDWR+nSHbgLkdDWRUJDjS9tV4B/2kYka9Dzde6fPVZyDkGKV/JTu97Jw750dZDuTppSeAx3O0O4YtUuvJ7+c5NRwbH3Gbt/ogXL+HfRty/aAe88O1h0qFjAL+zuzsDhCk35HhrvdsaPhSbe7JU/4W3cMYev0MsxP7YfZ6d0QdmOxHTkhtlcjxl6jzN3NFnTOc5Fjq/YvvqtweG+RmJyjdpPgkwooS2RG8H7ae1waP+wYZQMVYWB8zMY4f2xNnZXO8zd2ye0vCo/4tnvm7xrcM9WWdZ9RdGDqO2104vobaBYqwgyBi+NdRV+3/y0M1q7AXgSkzsJIUpJmlIJEfZTSkah4YWTVSmqoFFHjcQvnFM1WgKJsWMjQu377jnrPrzSmyxgtgY95xy7vZBJ6ti47QCnVilirJBdAkWW+NvHEAvMW2Tdx/Pm7v/u77Lnn7a1vcq4YFVx67Wtfq//f2dkJH//xH89V7illfWPnIpZ1sFcyL8v4UMC1GW4BZ1Bl8dOP5SU8g04ewFcOnnXnIsKyXITH4jGoK2BlBtxryr4AbG7n4HRu12sDnJmMmXGO0bE7wbMw1oLsQT+vwDHMfb3k428cHvGt9+gxLIy5vH0sODiDMZedASgdpLI2W869E1xdWgPgPB2c+U/6SXwuNYeo3rvQhmH7G5GlNCfH5nsL99XD5rVLs8+4ZBVcnLxvii96LKvPbXve4djtEJb0EzO0Pu7Y0fCEO9wizEk+YDdi2dP7MWWZ0pRBygHfH3u/S9gyuQbEM7BeoANzkBeerSVCaD9OmX7Z+g7Xoi1jk22fi4v7Q2XXnLyXsF02NlWesddnCmvbMWbx+iUff6PwyO+6T6XYVvxHSUl4PRKIB/yJa7zg3At+Rt1nieyCXBdg2M7ZOk8cq0IasGs8KXbKBU4jjk2kKsjED6HZdGbNboJnvYRbwVmsz8K7b4V1ZhhYr8GY3QUUhBEccXUkCXTjSryEZK0H54zvwwbLHl4se6idrBdffDH/Jg2r5B77NgAA4kdJREFUxz/+8cl3n/EZn8FMALrZlIZFzIC73vWuLIo71p7+9KeHpzzlKUn0/+Uvf3n4/W/7y7B/miocz8qV39EJIUCIi3fs+6nFOlgRwOoWxa5uTKIx2L+grpPVVh2P+pRdRFT0smg70rzb46p3S3Yqdcw4ur7ZkSNhdmQnhKNHu30h/WVJTija5/RprZhn032hQfm1ep/LQpz1o2J7Rasz6sXKAKztpO12trt27sT2kn4RpurQ9qLrJ9fotQme1yO/+37hFc97Ix9vduxYCOcdC8vjx8Li2HbnHKD7s7sfZqf2w/zEyRCuOxmWJ0/x/RDAQe3iNh072jtieCKhe73b3UP6Tf+3906dEtC34n0hbaawvd2DXqn8KgsNLA7TMsEg0FG2cheOm3G1835xwtdOh+CiNFFrhq7j1Km0D1G/Kp039vNOryleU+z3eg3SPzGKroDBgmdgNIpuKB332NGwPHokLC48FnYvPhZO3WQ7nLzRPJy60SzsnR/C4sgyPPG2twy/9e+XhiNXhXDs8kU477L9cPTSE2Hr8qvC8sqrwuK6k301SNteuU+xra5zUt7HuGjhe+T0v9n2TtePqc/Tb+pzqFOHMh3K7Ov04/j/+M7bqLjRevIqs+o5rEkfFJ1YCbgImOE+QOPAbvrs5X0GLbjEMRaApSjXhIvjxDEHC0/vGhJNKHhf8L0OITz8m+4WXvFLf++PwSKnQmMFvce2D89lnOnGmNkOjTfdWNONB73DTyPX8m7Q/ZGqovK843ssxyHdYKocvBD9YA4KkC4rFAuI79389CJsnVqEret2w/zaU2F2zXVheeJEWNIYtLvH94r6Pveh+A4secyIwJeBbVxQn94Ns929EE6d1jGSjqHPBfuzxxrnMSOOyzKfQL/WPiB9m+7d0aNhed7RsDx2NCyO74R9+jlK1zpnXeStk/th+5rTYX7VdWF29bVhee2Jbp6JjCR6BnQcfhclKyH2wW9+xhPDq171qrwfbyyz3/md39FnS8UCnvGMZ4Sb3exmmzt1rmJZHGdl3JaxVUzmHsRjZt5IcIvMxzBmF52sOJajiU4qzpsyhiL+oe8Ey9J4IdvPt8Kcxp3zzguzo0dCoB/EhzT20Q/tQ/MY4nRhAFq8T5bMzdGBZVOsad7AOZCzOeL9s1ggjm1zqoxMmJtwI+lwwpzLQTW6Rhqrqa3RedY7uUz2yXwWHvEd9w5/9mvv6OYCwrDHj4T949thfyc+o/1uzN26lsbcE914e8213dxF10Ptp3nv6BG+h3y/ecyN1bKlHYRl0TmSZGHN0nlE8P22YPftTndUnqcN5EogEFOZbfDaCxbGbfn+y3xN56EfOUfszzwP0rXEfpBh8xKWNnhW+laSMedhV3Mc7M/dWi22k4q2Hj8WlufthL3zd8Luhdvh1EXzcPqiWdg9fxb2j3bOVnKwvvhdl4adq5fh6JXLcOzyvXD08lNh/rFru3n0xHXdcyLD9gpuEvNwpRhcT1LcNT5vuc861xO2ORbfN12fgEMt3uMEd8Q+hOMKrgtl3k/WDGjSLtt+67RFdiue17yT7rocj6H3beEfx1nb4piYS/v5jFtcUzziO+8dXvGznVyMu3+87oW8w7KN4Fh+7zocxRhU3gcIVoljUMYqWXsk6wTpr3SMIzthST+ENwnDHt0OiyNRQ5iCAoRlo7O1Y10vw9apiPeujVj26hM9lqW1dBwntK3ihxBdaFk7UF9CXwbOGXyTUtZqiR2drMMH3tVurUZ4lsbGo931HyOsHccAchwTvr7uVFhed113TaDJqv4VWcvHTEUZU7/p6U/YYNlDimUPtZNVbtytbnWrMHdo/7e97W3DG97whvDHf/zH/POKV7wifPCDH9Tvr7rqKv79oQ99iL3dt771rd3zHD16lH8QmNL2mbnpsw7TtTUVtSSOTdYgdN1cDTtzsIDeJFsEg6pXFVM18Vgl4GENHWdyb7LoKIdwhtP/5by27SWaf2xzlp5VYfJ13/cTbBbtxYJPCdADJ9e6oyfIbBjctnOkjIrgJVFfB1S1nHOq2XRvr3+MeXa4nTiHpbplwkKOm8X0qp6dI/vPy5pQ4FyV7/Ad04JUvI1N56PGVER4bX9jQBbbq2BJcnGW0wTgS0UmSo5Wu491hlfGueS+uYAd+l0SHBgYDwZ1BAu6a1qoJXXCjjaPdVFoY6elW+jXqpfXseQ7FqswVNLUwI7lUrhuD/jrOQqSAbV9ptjQuyubEQCWv5lV22uxsmabYSZooDIWCGiS9fDOu5ELUPu3f/s37pfEmHzuc5876X5u7CzCskPmFncZKHYEWEiDJMaxUJUN8o5r8ZU3D/UHh+1gzhbNEFv0achWSV9txS2t+4GWZcnBqvhVGGZRjkYzJTxSXU2b1kv7tnITKqNUlvwpBnprVlw3mL9tQVKLQeQaS48SJX5Qkqm0uXMNcn2D0mRiQ/MvFxGKTirq+gKVpStzLQGQvYqyO6nDH5xosp6jjSjwis9a63c4ZJ1Ww0A34lkP22rQwshhDRx/uI5DxMWybk7WcHBOxO1FTee+DoPWNKHjoczCxHc+Cz7J8YyztSR70dzHSiZYy67T9WuRkDPPBoJzsSH5cxaJABl7hOQpnFl7OQnb3JLMVrjG1oK6k44Laz+RuQqxoJxlxCtxSJ5x/GxeKNRbsQ2WPbhY9lA7WSlVisDk+973PtaVsmCRbjZVE/uXf/kXHhwe/vCHu8e5733vG250oxuFK664YvVGeS+EZUmVvpP/4+Bp9azQGVASttdDFRhtXHiFolLRbyEFfiIjgReywIDUvzlyTGyFvpJ1l1YVI1oiG1BisXrXsMKEkKaNx+IHgpbs+e2Az+liHdhyJ6U4YXYaVxJxh8JJURfRaVReLMBGeWvWAOSSbWuOEZkoxdE6ZDUgJbozuCBiR8cKDlWJ6GZgx0zY1HieeCq6o/GzhAUjp4kVWTuZgI4lt0BwSoenIgH8m/SBKEW5r8iaOOcVwHXVzLsItXGi2vvH7FeHYe49a8v40IWRAS3sYIrRcHpnpQDWfh5ESFJ6SoEZD3DYglAaZABtt/Si4G/jQOUXLd43bAMA/ayiq7Gs+FWmwzoQeEDwmFRjjvqw6mxtdOqrTEqfbs/FmYRNZe8Jn0oWnaCLxswIYXALy0nSAmdhITrCnB7YOUi781F/jKBMx7U4ttG9UWkXJzik99BDtwWLATnVQC1pILeOYTAvsXOVGSdR+oAuY7dPWyXWlrDmhDE3o+fG/49OA0/nt3r++qM+l0x0OT/7sz/7hm7KOWkHBcuqRh0EO5sKb1SPBxXB5Z23Gn5oJa1TzGSBOYPnP53O+6wSxb9Q+RzxBo7biteEfZkRDWJbM2yy5qI3/YnS/ycBX8ABxBzbn6ujlMbEtHI6tFfmA8ZCMZshBu5Ej5XnE2uyHuBNnOyYWlHZ5DjxWXjEDk9LHdcHhaBg5+gyzlWQ5mGz2Jsdv1aT1zrqbPvoetZUb8LTzB9Yy4l1z6vLImNGIGS2JI5VWjae7qQCKCMkKTAlLFlhJ+rB45rQsrJlO7uOdIsxA4ZHJz9iWHz27NkHKYFOyLdnPSAerDnGMHvJrh3iJK8OyFUISsYSLMSnM8zHqE2cOX5NfQ07BhadpeBszbWNpRhqOUsATuAcW9bw8f4rNjfvE16DrBE8SQgen0T+qZeBUlmL6Nfo15HdOiGBo1KnwMvoFWe51yUzP4ut31LX+m3WY3VJNz2LnuUDF9QHOgzLGbSSyRizJHhNE3Fttz6Y0C83WPbAYtlD7WQl+6qv+qrwUz/1U+F5z3sea1aJ/cmf/El4+9vfznpTj33sY8M973nPbN+XvOQl/PPrv/7r4Ta3uc34k7dWLlzR3EqKHggw+7jHUQYqVBEcbECvT6TRFoz+J0Loayx81Wpjzqm6hzQxzoarskeNlM6pBJNH/FGHBzanlPJxhqypUqZ8PsWp7Tn+BcugHEGpDUPnVYC1gpX2N5FVqWqZTOZSkTU6XJPov20jAm0vcu2BEQ5qYKDFWaTY++M9U8u2HPk83ei3ZZ5w++T4AAzRgWl1MO31DAn3Y9Bolag7GoJWx6HtarYmwBtYNwKMW82myEbQmCz+DCOGF6ulqL2wWePCV/sq/47/Jz1SDl9HJpK5Nl3otjLek+tJmdneNTYb3mvr4Oj/0wfxIljsIvNRA0zZrKJlJZkCs/WyG85hu93tbscOvNOUlrexcw/LttiKzsSmiuAtsjVxfLI4q3Oa1oL7DhsKWY7iWPWIEBUG6Q1lPMewUyxKOUCRn8RUQifq/cU5IdFijfNNxihLgqUN2WV2brXFU6cyyMbgBMu8a3mO4vhN2J5GIoPuNwU2x2CDqVbrV5yJYrABYFe2mII9t5lZ2fOJm0uVcwmI2HWfCYTL/k2WMRpTHKv9uHbdY9d4ZPIee3jOBHlGsz+FgWiDziOO496/UgaZxf3WSWwzzKKz1Q12CEYs3uvIwJQirpYMVXoW+JyxLbKbxbDyNUrAeu1UXLxm5um62aw2i3ZpmKmYhYVjFJLYpJDrqozkc9hud8Cw7KF3sn7f931f+KM/+qPwvd/7veHNb35zuM997sMVWal4wC1ucQsGrXe84x3Dne9852zft771rfz7IQ95SLj97W+/3oY5A8L1/tI4k6NMCApI40ShzlOTWpNZjO5rFVeJ9psJuMmmOv2KTYPBSsF4BRRq5HM/1820zjON0qGDtdIWTFMiMOulKEHV035CXPRVOp3JTCacKsCpgcnSPS+xVyFlJHOMlEAC6pRNBaS1iHUhHb56T+T+xvQ4BabRwSrZ9gpUa05PYWOIsxAZkmYBWGWPTr0H2hYoSCaSAWOY0KXzINDDZ4ks1rEGC7Ri9F+3W6NZ1ozTb5sADbw3flXpOJZG52m20NXjRJaA3GNkjeG5yGJAQMEpBAdsC5LK0DBOrRzws1W2PRZSiyU6b06KrwB7ZbRCAZaEcQS7cdEvKVADbOlGZyvfshWmnzXHUm9Qe+QjH8lFl/7mb/7mhm7KOWs3KJZ108ExcHUGUiv1PO0vUqZrGWVDNNAt41NRMgo0s/uDJr+H5wKTcXNDmh3zkYnI34NGOX8ODguRDWBM5Bzb3mv+rKBRiM4zTxuz6VJWn6tcyQdPekjWCdR/YrCyOm+c6cG+FSMmBI+UKKBkAQlSyhxqJXUSzOhJ3Dm1BVrXdyCJlH5us9QKv1uNiT4jpNggAOE5isc4tRLmo5fdU2uDxY+WiWrN0++tre+mGr7XcvyhrFtnLPSLDkdiixRxNQ5WN3vMjmtD74aDEW8oJ2XXF+LYQtmFsp5EQlpSc2KAiNJgGyx7cLHsGURO149ddNFFfDO/+Zu/ObzpTW8K3//93x/+z//5P+Fxj3tceMtb3sKg9ExbE7V8HWxGHXiw4mgKGnvnHqRbIADFwkHyokfaepZ+j6Yao73AdLefKa7k7bsGSyI/uijv05icHfLPICLWVfOLAFRE0+1EEe8t/98Ul5L0rOycOpj29zetUj7gxLYAeWhxU2HwFY9bMlskACYG/ZFn7jg9/Oa1TxYJW1jajCnzuF1ybU6Kfbdh/3xZ6iGmrFBoyUT/GZDSfEdyARD9755zfA7ST6L171F8hyIQ7dKrpMCdfBYr9Nb0mrwIsHHsu6CsBEAQGDt9Lks1knbgeZPz44JttakjuXf6/xVBUfY+OmMgGtzPJLVSrJAWmZ0Dqyl7P3Z/KSKjRd624tgSqwZHmQBNscK/lQ0QU67Qf4xjW1JEDor/8XWhUyJ3MhStVsgQgwry3g+NXciSIGdqLMBFP3P+HQuHaUVWSRXuF81JMGvsvFN7Zq0/Z4lRMSVKRyfG5Etf+tIbujnnpN3gWHbI0Tr2WC3vY1XeBVL2Dasueeflcy1uYzAwMeXiT+YAFFwm++K4UsrSGWr3FBOsJ0F0SY8tbo+ZD3HMF8kZPRbM11KchZxJVFiKpJO2O+kkze6JjpB4A9Lz1Yo9eddhnWr2WDjXDzllh+YnOxbHZ6/FOC2OTdY/A2N5yzy2ivO9ti605473SDCBygTFYCGzVvc6iQCO47JUQMS0JqtGnlNGLjG4VeV5nLWAzr16WMfRhvg9cRCnWTva7z0chmaKYCWGhU7x/jlBdfkZbZbZDX05wbT4XK0smrStZN66kswe1zq+cb3oHD/BZG79GFir4o/tA7aduD7gsSaOKaK9CnIBPXaN0gHobM0aLFq+ctxY5AzHKO/dneB/wD6V9a8xOC/J+u3vH0sFaKYErBnsPp4vpum8Gyx7ULHsoXeyStGAX/7lXw7vf//7WcifCgJQ9J9owzX7wR/8Qe7MK7FYh15odNitw8YcB4GmMzElgyYODCVLNI7A0QmOnF4/5wwtQkv3O3EkQ1TOXnfiQMWJPo/I9RNx/J70WHUfOV5InRXiBEDDe7xOGwXmauzkAovV/u2xGDwnErdtJDCdGpktncdjB0JqtaZYL3uAikzWjOEWwZsFgcgQT94nXGQiCBuIsDY5pQ1g7T6q7Nfa7xAcJ8zdioO7eCwAfHLPcVEM9+yMR5yHrt+ylKvbVr7H4ASOfyVgiuMP6lhJm3AxUgOj1uRYGQi2TmTTdvPbDbqhLqLHsrA2EChKAjpY9IrY6jyWV4qvJI4XcHRvbLSRA+8FL3hB2NraCk984hPDb/7mb27u4rmGZUtWYl455jlAxurbuWZYddk54Ltk3FKty8I4hONYPI+LgT1cd4bkwRIbwgM2UDrzg6OJhrowysTpUSqESObNz/b/OIfVJMym9ANcTzhtS5yH6BS3axvrrLdztDd3GDzbOw8bsG0N/04h3GQMQfPMIpNV5AEkQ6v7MRjdy56Rw+Dztu9FAdemzTREIJRbsNi7dI2ld2rE3O7KYg1p9ttjVLZN+rJ1tFaOVyyMNtQuq+E7hLlqZupVVM83pq/iGKBO9O6/kj0o2VhoXsGrHveascUN2qQa3d1n0P6hzFz905C2Wn072A7ZLz4jzsTCwE4xUGS+k2DGxg49lj30cgEH2s4Q+LIDY7MGKArPy0sfi4U0p0qo7hUUi6mdcwXLCt2UGzXuwDG1WgsZYWEl0WREPR+63SgTEIteuWAhAXCL/hoQzA31i6Eqves0795ZcMrbdSI9KhnA6ToVyQBJwWlowuRFSq14Bn4epQK659aDPNF/RGdTl14lztcInKRyr0z2FG10HK2uM8gUe7DvWSINYcTwR5spGJCZpFZCu/sSdg3OR89xvS6n1jr7Or5jcF/zQgGVSrD2Ge0Pj8GcLkafi55Vy3PCBTACU5C0sNF+lgvA2yXjE2vmY/Q/FjupNcVlAiDYa0+/V+Pxs6HSuFnwkoYcFVKcUaEACmhEduug8xTfPx7bG+cikBafZGcRBv7t3/5t/v0VX/EV4cUvfnF40pOeFH78x388fM7nfA5XvG8do5/5zGee4ZZu7MCbN/9h0UOb4ivzXum99cYQyRLCwlq19GHMUhLnT9Jms6htlRyBIOfoQjPFbcWhMMCMRMYeOQHJQWYxALJZgfmqWT0RE4nOt1v4CqwrOFixAWeRV2RmlCG+rs1Z7ufxb65ZCsUqCReh9JO11sC3+3HZeT3arJNcPhYoztIHfY0IdbAKxsVuIXjWU5ZKSCqO42oIV6GV5AHwmrwAsLV1Bk+zjKWGILxz/qwvGyml4nhg3+8zbUWndkU2hXFs3w+K2ULeu4HO9IywAb/px+DYbE0dCQNVZ3DrfUSS0JkKjGFQSNbI8jkSCpJ2OYGisc3bYNkDi2U3TtZVzBlEswp45jsWgh9pQ53CBXg4QVpnGTt9OkDqTgQKjCvajgkgPTOFnTIwhpOYyzYADVaPUcHFaMyEb4GGLAgUHIiOTnRYWMaZbZ9nNSbombJixKzm9MACZg441ZSh8SLvzYbsu1UtkQ3oo6lqCk7jZhr9Bw0rScmCtBX3fTMO1gSAeVV1M4a14zB27oEWVBLgFwMG+YYV9rS30K2ZTVnzxreErQkFworgCIIYJabiKgVULJAyADhpa2n8KmkSlhboXMFa7rtfxMCdA2zUHvupdKFWPB6PM6OUrYXDYoI2J580sEBXWSDrfoX9eYEojtat7l52wY5GdirdZ+rSYxzCEmSZameRk/Xxj3985jD693//d/4ZYxsn6yG1lncswU3jpb9xTHXZW7YCN6ZwDjGBlACQM1GT+XpQ2+/MYNkW04Br95+mfTo8YOYPo+evaxKWqemqeqsMTXRscPB11UsH3NISYG+ax3HuLuJrZJ8Bo9DJvuB7YeUKKnNMdh1TNO/XzGh1yR2CY2neFF1W1oUUMkHh3vH6x2GuZo6fHtdyM6rp7qljTKvdKwaIp1jkRYMny4441jmShTxTeWa1viVjUgHHKiYacjrrcWD843M3vOdenYcVrfj8DBFDz2vfl/yAKc7Mrj8lCQyaJQyY9Xjebqu7nPZnVwJgnY5WwZ94fmTLt2TsWe3rmrSDtQ2WPbBYduNkPVOWRG/WxPiSlBUbPasVu3InyK5w1Uz0ipT1ZQYCTI+RF13YWsQeoF3ImSL7lTT71j2YDRXKAaClTC37PCLDS4Np7CSReweD2lavB7Pc3gphe6tnRepzgPOAI1LTo4XBYR1cjuYjOmE60A2ODavV6V23OHfwfsE9yf627cCUbtXh6Zyq3F+4L4tjqmNEeKBUC3m1glKsgr5qkQ1MmxM9Vp6se2YyFwMgkEekVL0vol9lI6xwHHEuS8VOx7mqh0NAio7WfoOk2UM6lgJSM0ertFG2w4UGnqflvnrbIAtIt4O/SwsUZIDicbE93v1b10JX2+VUEZ05jtYSi2XfeRfFlNEdx1SMrGOBNjw2H2MrWwCTHquwrru+22uwqpZViRiTsJToepiu0x0/aglL/+kqmPbtIscmXcfMCvPLHAI6aMgc6xbmFSZBZOTj/7N7J5rg1F7SrYpzHC8Qoz6r6rLicaRjQdHFamVxr3lYjXmCnSEuxA1mdhEwVsbjjKZNb+zMGz9vCFSjtQRXpozbxUWzmcMsrpUxiX/PUzarBMK17fP+XWWtapOVYfFrY78vVgdPgvYN2F8whVyHHEccDNDO5DxCGBA8G52WS3iGOv5vR/zKmqxbUZOV9Ok7jfrOcQeFNMFZUnWYolNFtoVgoRdU1DmkUpRWC1LJsS2DVaQCEHOjI17+z3NLL2/Dey/nYbYd5x1pd3QuybnttWFh2upznZCNpE65pBgoOG2yICxMPnwfqI4AU5G7zWJ9AdZj3Y9FeKSpltXMzjErDZQXcJXnhn/rO5esS0SqyDCoBbsm72X0uEVWbYd/pxVNk32Kc5AEhmRtNzRWlVi+juG6Wu5HKlkS+6/VSy05YpODwzgI2XAzS5TAY8u5qD2IQS0ec9eQPbZjswQImzWE11HKyEpqCRgSgXc/zXGYMLDnaBNjgWsr19YakJGgy9Q1pynoKkWvyC8yoxdRLI5DyfOVMcSs3Xj8oXV1SQfba8YGyx5YLLtxsl7fNmLwTqz00GtROLBq6rmN/LQ4xmqszTPBcPTYd7WJsvBdwmaNYICdDnjJiQZZL+atUeRYod4/ARS70qZAir1s02jq1FlXdd+Sg9WyWK0MBN//DsgnlTRdoOmBh7w/aSGKqWkzWtgiyhjUBkY7ucfInzor42e9jlW6Xw9IwYlce47gSPSi3dl9EJPUvwHQyP2YANSZdGxAuzRK3fqsCuNcxvBdp5XYqo1WzDSI4HeQxSkOV1wsOYuxzFntMAB0fJFFFe4PqUGpbEC+4M2Oj+ZmMVRYxWPA6NC8ZKP90ZHK48qCnkMcW/AHmUXe9QwxnjZWtBe96EWbu7OxYfMcAZ45wb9ma9A3TM8VHa2SBp601w9EFts8MHY0SVhZ/CxzeevcZAoS4TFc0kLi2OjwrPudOkCl2JU4QEAyYKCJxcroJQZbtJWkr2w/sA5Ws506zLEfifPVEEoScoQXNpvQf8cs0DEgnu3H89nAuRTHwmfIZCWHK+FE2yeUAOE79bRtIMtRC9jb9ieSRV72H76XY9bE/Az///a+BNzaojizz7n3ZwcBBRRFRVBxw7iCCyLGxA3iHseFRcGRcYlLTCKjMfpogkvMZBIzOuKCogbGBSIJLjHqDAQVwSVIVKJBBEXcUFAU/nvPmaequ/qrrq+6v/7Ocu+599b7/Oc/95zzLf1t3dVVb73lwnqC6dfH9qvtx3LLjjuCx7It0pbOMfr5vjSmM9/2NPNsLlmAJINgVBJpRpJBJLNZtkX2CzIja6I2iroFOfs+6QMmkLfSMOncJNYHgBdJy5Et26NtsyanbSGcvmC2rDlZ541K3b/8+vnOuoXK/aChCNFLzkTS1o2p8oP8gDonqQANfL9VBrimf0KgjjtEUn2nFowObpRHTdYwGAU9VjJI0cjJ6kTlWbZzhZYaoe07K7lAi8v0C3IiBeMvZ5jOKt1/SnAnkywS0OhY0XUMRXco7YKfKnIG099y8JMsVkW7qsvR6htcsKjlJCZGYTsGY9kWiLQv1bBrhFGotaUGswoOTHrv4zkPDC069mmgadOiQRX6BB5d14IQctLPWVdxEhw2q5xn7lRVWZia/p7qkAxMEpyQZQp1SeM152gQbNYkAKFNQMI1iFH/MNklBoBnngUWhmKURoa0YBH0ksBwynPeF5vIl3vcccetdxMMCwKyD7NEQwqaEguu7w76BlVllkFRlilkDYl+lfabVKsuZYRNAN7vJVrr/ovuddEw6cmEJBYgEQekPcAdXGF7Yy4ZgGm5zbZ89ST+mbbBdcQHesC3hhDQlzXG7RzNwcpZq7S8lvnGfyedcfoN2YeBPZuzW7mzZ0ZqAVmUxjLuyMTj99ded7LSMmz52v1rEPOZLJu1C5y5B8Fg+q5PEL9mH7nMpMhU7nC08toYfFnN4cp1pQv3d6smANtXDq10/S5ogWZiYXc9ezGbQX5X2UdOMO+LNq0kDEjyQalb0c5RKcO2tYEp2Kx6gzybFbPKRDFGHohTyQ9llr++P7NlF9WWNSfrPJF0otM7ndTqllp6gZAKKEUhIytR7iukx+YwnrY4yoRGh+80e+5LUsc5C1CyWTGdpDlP/pw3KVlNAaXM9ZTnMkReO/WnuPGm6Go1y/UcCFqOUt3x20q14MYpSx0a8CgdS2FRr38PozSZ/MwCLR1RwdLgrFXSf6S0Cyp65Smr7D7Jp/OrDtb11H1jz2RvLU3NwdrHAE76qfbFz7VnLoXeRPS7k/GcQ+66U/EwkhuhNHrcd+Y6J5NXXgW6SbHqpV9FbYlpjT7FyqfPKgwjmrjGSZhSbZmgVVylCQcda8/zmfSFvPjVqGGzApNVLXol2SuaE7cSnBE8CaYqmrVg+Lu/+zs3Go3c/e9/f/egBz1ovZtjWCRozxo55DRMGkjWAryiqnaa1lw5jkrWmBjH+6YSqtuvJRsUtSwVBwzpEnaBkwbkvIM7CNHBOmQOVkYYQEetCPAxokWSjJQLvOK+vQN+arun5GDVELOuWOFZ7T7C4CdpfXpZHdpXlApIjm3YWQiTvm8+zJ5kkDiAx+2iV3TxSB4Ar6dwtFbvS5s/1jqlSCogPmuZ+VKpD5kREl1WItBMmu3SUaCvZGe3nKsd94d633LJMY0soOw7kfrgx13qVwTj27ejzGSOx8Xv09jfcomE8ObjA2yfelOSeYfSXrUWzbR9ek0/Vbp+UkKMvtMcrfI5oozRnjBbdnFtWXOyrgXICKPK5H3F02cR3ZOMNujhmH6Mlv6cpKpPw0xcK+p7leYki/bTgBvYrDjkM90edFSAczcapsO0gFJgH9QeWYvlNimqqymK6H3ud/mdME4jO0NKBtA63GAhZ2ltZJl+qz0WbQDNnU9isWrGB0X+gsRwk3aVMeKZA6uly9rZdsFm1cAF8TtS7yYB33fr2mVJE0o7KtvUVeSvl0NV7FM1DqWxUjIGexhgjZFesQ5jzCbFA0rnjN+jcpJWOtWyObSsZLEC1Puf9w2cxRomn30nIdozWJrMkLY39idBc5Umu8AAoLZxJytz9iTaYtM60A3u1FNPdddcc407+eSTF8IwNSwYap+rPo60LntNVDlPdyOZi8RiFQ4I6WCdZSC3BhOwo7qkgiIwgC10VGWmC40vvGgrc7BGRyvuMBACKCjNnWR0LMLRnthW0dHKHK61NlIObKxOHKCSxcqdKyVdS7Jj5faZo1VFH5mcGij2uKq1WdputFmJaOyPZYinnGmxEmkgOR7mBF2tsItqK7MLW7EljTTMZPSsFzQ2q7hvuwhHiJazrAnu59irSZ/UBVG4urpoXB9QplvM/lKcq3zZmsy71j7oPgsawtpppVW5s1a7TpxAwfVO+4xBiUN5OvILZWQ1ZCRv/+L8IWdTl4pbrUXW6ybEqQtmy5qTdV6YhWNUpg7xDjk3gdVYrFK0GowjnupBzsXsvsNgGUXZmcQAd35NFB1UnG85R11W0iCjXUOTdxw4mkivNw7hk0jnxSIwq40kABwjFgsYOrdt2bnloS8asNTosg5WCjqQStsSkft5QBwPolCVt3GmMs0YYrHGwleNIeoFvUM0lQwR1cHpjXoyJFosiGCwN1U2RUp+DpFt24M5IiYgvurqwA3DBCX64+AjSOhAW+mRwTpfoZ1g/K6s5AtB5Apn4D3eOFr96eHGJ3umSZaiy1ine1hSHemejx/H5TTvTFqaymDVDCd5HchoD45oat/EfUP8GxxrHeckpyMa0gGToi59m5PR1GqMPbEfqCkYglMtZ2t0fg7FNfcvKhQg5QIw+p8cm2gj9ElLUEAC2PZBb472Sy/JDA2fcQIbihg2zHauL8V31mgg5u6FGLQrOVpjfzJy48Eqtpui/uNxKNyFWq0N+wIL18AYtzoDg3QChs/U+1xQ3OEOd3A/+MEP3De+8Y31bophPREybwgtRx/1gyVWowZpz+X6clakSGbfyEKuraaH8U06IHjxv2h7aEwu2nfS7g5pHd6Xi7GQO2eSopZ87GAEjKQ1vL0lhN8xeyHqzLAMI+iHqWDrsneyjrYNw8uPF1BzEMeWQCDw+qwhwwslsmD9ZR/8WoJ+P9jEyf6DLRJspWzafU06bByTxHfst5ZEgFLwCqVnsOAMjBfMJkKOC407oUBNjLQL4JjcaP/7wl54sA0zUs5XMnM/eV+3UpyZ1mbWiUY2bDg/wxXvxIHpDd4DpMWKha9C8UiS3ZH74/ulAkm5LEh5DYJNG4vOseuZ6LFK5z87Bn+PhWK9CblgjhJTnFxTsEkTBmzQ49cZvczG4ueDkyYA3IbmBayL0hpphmEiOdY3nZwgHb+qTa9kC6gyXE07Wvr/UqKtdWxhmAlOVxkEiFlZ0N+grTlU2eOJE5jO1Swz4vraeEQewGOn4qzKGIL9NQxW1Le0x6JexDazZRfWll1jwbwtAta5SEOuL9MmYbYRNAdNH9Agzw3WXMeUNYaV1K61wiwclGQIysEBDUjh+AiONtSxkuzIaaKwszxvmkwBfR8Ga+3ll5GsEL7dcI9EhzVzvPB9lY6FG1waStpEhUlVulyHtEI0TkmzKlRl5YWu4m/tTTX3CquaSr9phqiGjuOo7hsqlkurJQsWey0mvbc5e2gtIPuuGChgk3IuhVEJcqYWj0NMSlppQXzizr9nRm68t4Jx2dkuzkzR2CBKYCFts6JnN5GTkjk/+q4qmbPwogqssZ9ptys6uHk6ov+hdxtiquUUr82Cpz71qfh+4YUXumuvvXa9m2NYREi7czgDW7YL0sHaBTG+JYVlSg7WWUv4MDumSqpHYwB22U3a+nSOFdsWbVi0ZYmpGhyOIZlLVgBv7OAwDhIbtsVwLYw100COcdqYxRyXOf3FZvxlWRoygCizJiSyRIop52J9EBl3jBHIZK+ANOAJBOH3IH3lnVhTzDemrS3RNUZrDthpoWajrZO7QzhY279360PTHGMisoKwx1uO33RH6SvY0K154xSOTGk3qZqsQ6VfUWshyLkoKxo2LyJT1z3KzxEPbkQ2Dxt/eHYA+RsmaZLZsgtry5qTdY5IOjXx8HQZXvJ3daLf6nRSVqLKYo3Lah0TYwyxjl9r/5qjYlCvr96qiWorxWL4d8BeDQZm42xVniA2oBF7Ad7x87ydTtIo5can5nziUT/mkCPdW+k8iXq4YeCIkXm5/3DvqPcNPRPxHutxX2lpYJxJzdubTKza552crWSUIquVObBaDhQ+eYlfDeomacq92zKW5L2bLY7VxRCp/E1qPXVBTqhqkdNm0165tghWfRZdUewpghr0/JYdrsLRyvpV1REpnfWaMSmDdNxPq2YA6K8Ws4gbgOzV24CuWVbbt6Khx5k+/rlUqiKH966U2qq+djyD1ybB8ccf725zm9u47du3u5e97GXr3RzDJkbns6lowU/kDOX6zSxLpsjimhKyWnidHc+cMDW2trRzKECnkQaYgzUSXblUAHOu+uUap2vcNhAPkFlLzETGVtUcIbMgHkjHai4oyG1cHkjlwTrcTi7bjZyzacaWhuw8iGXZ8Ovb296XdkLhXo+FWsM4GckCQMpdFb9N42Dt0fYEXDKC7k2GRvN3hs/iLBmMNba4zAgqbkPcFxqLNWfb5u6DPo7EDnspS1boCqL3POdkszYyFootpbWxKyiWs1vndU9o4Pvi/U6JwMbnytPAbNmFtWXNyTrTs1mX2jPXffREV2SspamTrLwgs8wkGtTv/CSGIv2NKVIhdTeIUEcmKxqnVCyAsc9kRLuP83CWxr5IsVMZqa11RKqFME7hHsH7JBlEuo3SCBhEuFEhCwlE1saE56HPfYjnQVRgJSM1arJS9J+cxjOMiHdNEkuOvEnOz7QMnQmCKxpjqSoAItvKnuvk/uGrSDZ2+K4VddeKqhQPojv9T3Xw5xytNcwjLBAgfo87YIZoycFXcqzKdofJpVrsY0KGatqUmmvOrhEwWfHFWfNCK4/JKxQZGYZe2GuvvdzZZ5/tdt11V3fmmWe6Y4891v3sZz+zs7jV0PHMZuUDZgElGKX271p2SxcDkWwMQq9AYaXjsNQPdTF/mexAUqArF4iWfbYkDfAxAG1ZKrgD9QWAKNA4VRttVsd+DzYsvi9FyQWUCshkSkh9Vl07vWJM4XYlH6uSDAw2PnRtn7EA470jl+P6v13t5PZsqfhTTfaLb1jeTlAyxtAuRYfquHGsRmcrSOz4xVEmABmtdM4qj09txyQMyp59A79fupjDmt5pyWYpBK6LiP1HhVxV57YUmYBSpmipoPS0DsXc/SnIN0nGEXtNFIxP7NcO5z/JDbA+JtufiLasWWatUgOCEwWSuYei+9siCuTuyxn7fDY7Fs2WNU3W9QDpFqKYc0EYnuv1AbgOUqYjUTuYXKfDxasVIeuqSewklHwpYs2PRzorO7YD+jctRzFnE2hsL7GfRNuSdkkOVkyxChqsgcUaq7EGB+sgx3akAi19na6zQsbJVO14a2nzLMUBNh5zl9EmBw5evKYPK1JGCXP7g+VyckUxiupLW6JzKTCSeUQ10QLjxxEijuNcUYfS4M4dRTm0WL8FLdRCH9BpEOM5CgECvJaDfMVSvv+u9seJLNPqBYeZJlrfhc5nf1BXlVVqp+LFXeoumBbL95KGF9Pck+uE7TR6y4pGK/wtz2+GHdywPLQDVL4KhfioGB9OcFFzLDCT0hOU3juSMSRZpvNCKAiAhT6wPb5QwDjqYmd0nrHfGIfiLNP1qVaRtcFVV12F0f9/+Id/cCeddJL74Ac/iIbq4x73OHf44Ye7Aw880O2xxx5u27ZtxXN6xBFHTHVNDAuKeafaljItZLZNX5BTgxhDkjiQyTIAm7Bkns/8nEnZJM3p1GFHoC5nsGtikc7QV3rbNdixzMHqa9DAd9AnU1HXYNsGmYAxOFhpjjAMrFbeLro0qiNE0/XugBynpIM1fN8KbmrZWEJbFLUtyY4lhxIWp4Fl2veD12GtsIEKafEtnWF+bkpFITXEcxGcVbgJxpQMv3sHLHPKckZwCbUSXbH9HfqgGaIO3l9wjfgcimM9g6dw37Oiv1MhPH+S5Z6wvmv201Vsqk8B7oqioS1bWpuj90Vgr+KWiI2dm3NxyYDSfIuPD+upxyoB9w/eR+J7OpZwj8XvEp8L60sq2mG27OLasuZknTW6KizLzkI+RDLizrdT7WQRUgHqMo2xplU9VwW7a1HTMZQcL6WoobLduCwvpFRaT3O0gsA2OoTYb7HwFUX7G0crGqJgwHCDlK8LEX/UGGQanjItoLID7YJaTKsVSVP20zJi21IBqeQEvFPBM/8ao7NSGbjJoMCaAr5YADnE1WvL0vm6jjUB7ZuM2Ewhp9is6Ej1xa98mlzcesNsRQaAm09ksY+x1NegYSlzSQVmcmRxg3gWBmQ0GFiVWvl9y1nfARnskee7VFiiNUFnhk7fWgHaMeUgHa3YoNS5qhqykmFRuN5xQiKLgvD2EhsW7+3MxLyG/TMDVE9QqJ8aiHcJYnZBn+OW3JiPowmztVzUItnvNIe+KJkcMyoWIO/NG2+80X34wx/GVw1g/ZWVlTm10LBuUGzD8Ty1MrgDrdbBWjFORgdrEnhra7gmRzZJgFC1+5k9zdqalQEjqana8V+QBuJ3pMVKJAHcvtBjxWAX2bGNresLKYZCV1D4auQLRDXarFxrMow5dIwTIAbvubNTslo1CazawjdREzG0L9FlJRuyUHCmZM9qRc16n4A6I6VxTAXWKtnxITbcpGI3TuToYNVA2WtizO7U/wx2Raugal92qkRPKb2ZQ87L+tgTvLgqrpsJFktZjRJxSgYQtKKjtXMKpU5F+zA6CC18rhXmhNlCbbgNPu8iUhNti/EZ+G5KrE5u9+XGh/WyzTh5gJza2pyUkzfos0amq4XZsgtry5qTdU5ILjJGl+cs4ZZjHnV1NjUMVvk5sy+swDhp5L+mQ5m04yytJx2t2EmSFhWL/sPfy1D5mzHGyP4mIxMABigZx1hEi0Wqah1rfSLJ/BiZU6XlYNU0k2rujdZuwmAq9RJzSJxtnNnLi4s1TvLssdE+OaKmo3DyZgxtPtCTPIB36vBlWIrVrFFgoSTPnBTCr932tAYxGerTAg2hCuZuRWScB1By2kUtozC37cCWbLGik2rPimO1xJzm15Q7WtH25CwFZQKVYbL6/YpFoQktw1rZlra9QuAp6p6yidYkTgXNgRyhOdnhepJBSuujU3o1sLF4lVZxnHgvjLyjVV6XymCNQb+GNd8ZtgC6nh8czwvOyUmh2ZZc6qXHuJzIEAmNyIlQmTKM5wIn0JTVMFDmBLk0c4Vk0ZkBw8Y02e9T4I360kAIiHqsZM+yz9gho1OWHKxLmF3gHbSk0cocRdHJN4PiV+SUSMYMxcGaC9zKwjcZJ4y0Y/2YHcacUX1Qmd8PvXQVmY2fEA+0jCLN2RxkA5AosALnrLkOnEiQjPH8Reem05E6YYBBng8tUyd+zxzbrfGeZUYV29nYrtwW0eRG+iA+y7JNhfOi2diJTAB3sPJM0nWGSmDRiAuks0tZcDIripMCks/hMuHzNkiLuGqXJ5wztAflfaEF4EhuZt5ZWBW+lNifhPmA2v8r59Ts1s1ny5qTdVaoYZ9yFmvX4MHSqROGTmkgn2XnknOw0t+5fU0a+Z8EwXGXfK6t0MevDbfRyFgJKVKJjhWxWKNBEOwacrqig5VpaVF0SupTdTirpwLvSLiDtZWOJ84Rr7qqFUWCgZGMh8SpRcyzXMGiUfu+bzF6h/0rm/Y9dzTQRUMzpNXhRQzNgENZ5WwAUQCLTSJmNqkElJgTGmbAgE4izyWJhRx4G/jfnO1RbkD6t9KvJQ7WPpDbJjYr9yBrjlkO6WwtZg6w89BytGbYw9q1ZRPhdHk2kStc98imD+mNDaNWWUcaxvF9jn23nAxzRlE89qDNinqAS+x8DQOTF74PQyc4Wnlz+f1ScRyWYtXghBNOmMklNmx89Cog2md7mvRVJhNBlTmaFjKDqSbbynvS6tvRmjwXAojcruf7ZJlPE2WQyWwsGI94LQHoVikrixyryDALv9Oyy0GTNTBZByT2GQtgKWMN7XdaeQltDM85TYUjraXrKx1sshiwlAzI3R/Sns0V5OyYf2hsUTXDSxAZkADCHKdjzKQj+6ChBCKBAP5AzdawDQh6UzHJeRAI+iKcSg50pmnL0nnvgYkdKlIWKv4t7MG+25TPdsXzQVIXvVFzfbv6FcXBmmRM1hbnk9IW+NGTzuJty+dlaMf2ODZZtHsd0Hp2ORuebFt2vpogXI7cVkmS4OvSnHVCTLPuouGEBbNlzck6DcgJKiN3HR1QV7qVauT2YUECajrnArPO7zPTOcjfpVZKLTTjldgCBeZaopfDzz13aJIofdfxARStRC/+v+TG27yBOtphyY22Ddx4meszhXEhFsTy8gKDbdt8x8uPD/6GlKuOdHbNMNQql+orKQxWlCxIjU+/nRCNJ1AUcJxJN2fLwQgZtRPxngjGEXdA4vUDp+wQ73T/u4jcYSEFMang95lgK8goJb8XedQQGXHYVmGIx8IAMCiGVi0FyQdcxmtYDVcrq7IGzdFeDG72zLUG5+TeZX2JrOSrbTO8N9pfYiKRLC90SWPaT3jX9EM7EK855gZ5piHM3iZNLZUMVtoH15hLwBmsTEsrrhMdeUwAKtf/kVY26X/y9Wk9DfQ9PRdRj2m1YedouqxBIy8Lmj/x3SbOf9KvCn0XjkmMUSzbFyZsCbOldFxdCEalOrER41Har/l7DdmsgSkVz8Iyc7bGfnopsF7DMwLpq3Aba2m5NVEDeU77YhMZpu9+97vXuwmG9UR0mol00hqmHnc6kc5OjmEu/5ZaesnkvN1nqO1OPjOtd5l2z52DrO9Pxq6wTRq3cGxHm6ef0zBnt7bGriTVnMZ8X1wK9FClQzM9R4K5TxrzzKmN2VfhNdrmtzUCGxaG+vCKMgEwdIIqwLaBW91h6IY7LDm3ss0nVUCW14o3crBWAdjG4IQlW8YB63Xs3MqUTFayWZmDKzpXueyV5mzhTDYYT6STKgmGBjt2ddXbGpiGLeorcJA9S+NryFJr2RnsnlKPTRSUTQ/Bkxi8DcscsfSZGKzAXB0Mok/Ya+82Gqd4X4zGbrgycoPtq7j8QBYuwvfVxq7GczpFQIOkw7Sgfc5hRDwjjW/EGOiJNjIvNhafB2G7as7qpK0ZFrTTg+pxPpKrAZJBQpLixBsxt/X3LPU/ii3G7/vOTK5M20rEKA6ZCcZ1aUPmETZDBsYVpjU5VXlBNnSk47Vk8hbssOm+RxNP9nvNATf9gQysdB1jLUFlUls4zj1h3uvt4gEnesj+IRdgU4pqlfdrtuyi2rLrqCy9SaGmO+ii6I0jgb3z5Vvp1BMyu6YEdAitzkH8rnxZuXFyhvav1EntarFEZbp1qX28I+f6VRi998YpIFZhRQesME6R4RocU6EiKzoPiQXA06v4PrmOYI/oZXTEifWSwVY4KbmDMkmhCS/19xISp5YYYPk5TiY9TMuLOxRxWSH8nexLtEcM/OkxiZRnahMJ/weZAEpTwcqs9KKBCgdwMZmhbdFxrQFqq7Pnf+sYnAsGSeteqkEuVbs1qS4wK5NJfhrgkXp26jZEsYJWtc/aAhxyP116rPyVaUsXWo5WSaQhH0DusoUCWDE9lB8HTRiIzZK0v0P6oytYlUPBwRo/88kxL1TSYhE1x9NMWmCiKypxGwyG6dBLC7TQL/ZlNPbRhWyl1BdS+TVGqOoE1cetGOQu9S/SBm1tO8NayswPEn3/0n5lgIlth1fn9iSAMKSQ3YpBuVSbFV/EdAVn7LZgAy8D4WDZjZeZPcttZ8p67sG+Ld5jxKSTpIFRcMJGLdXwkvIC8txIJM5Fvh9WoEoE9ZtznNolxeCvsL1b7eLHQJ+T9XTnFbJUOTuVPhN7FdqGv3tGK5IBoObEaqZq/aROpTlAn0+m88PyvZNxOk4kfTCjuTbZUAp5qJfMBENCipkFOhysyXtYTpXqYr/zDEJ13kUO1hwTs+I6Zwt0aU5Muc0ZzeWybHkN3F7lvg/pYJ00k8+wUDAm66xQciwERmOSQkvpB8R27HrYcw+cppupMRD7oGAwFNOipqnEGlBlyHKqPU9daDlG0s9eb7W9vejcCM4JZK4tQcQfHK7D4FgN0eJggGLqKosgeyM1OFeR0brsA3Vg1IS2JJG5qmgaOSeY0HnXAMEjfDK6T+cLjeGudI9Rr4h1S5OR3w/IFBASCVrwoIQcq5bekckhRMYlQ4+lWuG9gIw/5KvECCoxWKNOkMbyk4P46gRp/NNWCpWbm8LYitpKkmlJ903pXqF+gstBBNrBTCQVNDZ7jeHLAwxB9zMrmZBlaDHpAxk8KEXONY3gwKBNnp2Kw0h0rOB+zT2WWKF3XN8PSxartu/I8KJruwZOTHyGvV5ry+qme20EeqyU5kqirv0nUJZiVXtJRu66667DZ2Dvvfd2w/Ws+myYHyo1R0tZHc22JtxOHzZdtJ2VtG3NJtRYUTITi/pPzs4F273mvPBxQS14o7BY+TtzwnTa3xw8PZUfZ7BN0XZF+zWVA4i6rBSYC5IB3tHq7d8B2MDbvE01YAxgX58A2hqSV+S57XsfkUMR2klsNs3BWqggntVjlIFV7e+YoZXJnmMgNmuJ/JE/zAksIpLxQucUOErhekOmGThOA4sYd0m2KhEKPIM1slgTRy3TZJ2lbFnP4/N2i6uWXZDPYbRd4xehP+him/ZML59ZsT8+DyTgfLbn/FkWScM+QJ9TqLqyHDkblm9bsjS5TR2DBD5bK8pa0LGF5AbSCebzLmwfybJlA2oaK1wShqQcHh+LFAbyHGzZVvYpMasHueJXSoCtldVQV3TNbNnFtWXNWp4GgoUXv+5inHZd2AWKXGi09qwRwVP9/YLpe/VOexy/qM7XSreWEIONN5baDlaM3g+5czWkWZERGt4bBgAZshD5D5H+kA6PL9IYrD0nk2rxiJQqzuRLXlJ7lZbpa3CVdNPihGGYRPwh1Spepxz7kaBESltSAmqb0sgrj6QSW9XrU1HqNIumwgsYAZwBq7VHHusswZ8hbXKoobOIwZRpMkW2Y47BP6PzUgr8sHs3W5GaF8LoYm4m++1gKOUw6fMU11e+oyaXigUAMveLKhGA2xOMgC7U3OslFitj7nA2axMIUtrBn4OQHQB9apQbwb61IitCtnHa1ybFN77xDfeSl7zE3fve93Y77LCD23fffd1+++2Hf9/znvd0L3zhC92ll1663s00zLWmQDtbpghMcddZaC3HQlfKK0+n5ky/Pu1OnK8T2JS1+6tBF3NNY7nxc6Y6GjL9JNm12FeG7KsoOdQwWBMWa3C0RjYryAYQk3XbUpDOCi+0jUPmFmOxtsadrKY865+VeyxmZWUcrHyZdHlhB5SY0GKfLVkBaR/H42Pt5mNSH6d43E/mnuZjIb/3+fiNDlZKwwZHakMeQEdskL4iFitn6EYGpMgYmbUOcra/0E5ThiBD8wToV4qBji6briSf1ce5V4FWOzlrkW83Rw5i6FPoT6w44XrK/ZDbXqt+h8yQCgGYcP+RHjCfd9HfzTaa2LoqodUlEbAgjOw2s1USBljGbexDmu9aGbpdMFt2YW1ZY7JOiaRDrSq4pBS/YhH5RH9TplRnkKRaTgldS6pfVEVssH7Rkm5X1zbJwSrTRmsNH+5gpUg/ald5a5RH/6NRClpBwQEb14Po/0pwqFJbQ/Q/Sf0i/SyOHoZhETRJEYZnck6oTWoUcwJnnGRBEqIR7jWTkqizSI+oGlS0olw8uiqMBF+BlRuWrCorilox5xXEVrkeK75zw3aNBvC1SHsWrJFER6tWl1Uwd2O0H6+jYlRUhupbmsy5VMuSIc/T77qOhZ6FvsjoA2ttRJ1gUvSvKRwQAgN+WAAmAvZCMfqvHoaomRV2rizIWAaRDT7KjlNel7BH8ZcuByv/m41t9LzS+YqsX45kEt+wWhHQB/cdAxfDJl8Y3Hjjje7FL35xomslJ+JgtMLrbW97mzv22GPdW9/6VrfbbrutU4sNs0JToKqfw6iVsaDYs3zZLNS+Kt9ftNqeSSeeNB0Xj4vY8rwdtdlW/DOul2GxSgcrH/Ny6fdyzOJsVrK5mM1JRa5w1aFwtIYsCHKwjoCQtjRwQyAWQBBreeyGmJJOOrBkL0MGkDjurvNTi4KDtTpw2SmXFAQh0RkdbOKQ7dbKcIkMZ2/8w2pRqx1/FzasNlfi9oKUN0BbSrITQ1YHLUMvcKriMwes1jBG8l1F9mBgsRIDlpy3Mkg4TTC4BtPOS5NsMUVztbU/VgejdA/kftMqv096frLFjZizHq6T1IUGTDLfmEWGXCvtP7XjSEs/2tTBwd3SDo5/NwF+Pu+KXUfIGOxVfEnarX0IAmtUmNvX3KAOU6DAXpVjV5J9W9zh9G3eTLhxQWzZxaFMbnDUFr1qrVeru1HhbO2NSYzPOTmAtPPQqliqtmeYOlgZu7jKuOYMVvobJALIMMVovY/sxyg/q8pK8gFgjFKBAdSvAjZr0GeFz1GTVTpbJTRtKfy7MDBEdp4oDCAi+0nEP8Nu7aUhSQwAhQmXXI/k7/CKTug6o6l3u+R5pIGf9KvQ8Gyqr6Zs1ka0vSuleq7oSlvLyIJMHGwR91h0TPNKoxVsJvXvacGZ6iUwFhSfyEjNT1p2rB1X5/1Yeb75eePtyyAGCOQijLXqGdkFFmumvQmLVR5DlnEink3GQFIrIXexO7U+jBhrWVaPcG7w6D9lB1CGgKbRvYD40Y9+lOiJa68HPehB62KU/vZv/zYapXy8WF5exug/vOBv/tsZZ5zhjjrqKPfLX/5yzdtrmB2q7dD6DdYvK/tpznCv2pVwqCZ2I9f47sia6crM6HNMLVanEkguZbrVZq8UxmPPYGUO1ZZzlUtdMZs22L1QAAuLvRKbFV9BQiv0w94+btiyqhyDPC8ltJx/YTxf9UWqVLuVltWyWXLnpuUAVVic0vbjmYs8AKw5WPl7e+fpPkrtCstwkgDZ795+HflCWFwTHotdkkYrs/W1glcZ5+HURI9JIBjcSYC99vkrzZn43Gje4IGqZA4kCvBNwoBeaxZr5n5QNWHls8kcraQXHIksxGQNc7E496o9Pt4XrMcYl2ubNo9KGxLeM+zVPtmL6wyzZbthTNZZoMpoCxW3Q7VnTeOFM7haRa/WAoIBGh1lCnyEJUT4pK5VKWKkacaUjrG2iAA/dyUnpn4wQTLAF71C4xGqsWIkn4zPRibAawB6tp43NgMLIOixIpt1vOQje6sZnc6ugYEbj31vATKgpOM0sB2ifipn1JUitYKx2BsUoVX0cJuPmdSQ5DM7DhZdjfo3qAnE9G+YYwkGcSxWxliqyOCA55HPe4ITlpgAZOiTMTALtngv5AINOadnV8RdsiVoHX7OAlu7VxslQ38YmC+zQoUhql2bJppcUW2eQ7AKOnWtAGSI8mcMv6dKrOHcapPE5iCad2DMENNaWbS3DpO8Z2plE3pW1VVZrDWGP2cWyXZJRhexsGmzcP/G42Ls1gXUsbrsssvw/Za3vKU74IAD1GXufOc7u7XGySef7L74xS/ifQtaVc985jPdiSee6A4//HBMrQJs377dfelLX3Lvete73Pve9z7UuPryl7/sTjrpJHfmmWeueZsNs0eVI7C9UmRjUV9RxYzNBF6q28onzjLAN6Ht3GLmKqzEXoEceewt/VTBYuXLaRPuyHwU7/RzdN4024gO1WC6cmcrdZbexvV2ErBZgckK2VyjUDELN9tKg/UdId4miT+7Qo9dnhdi4SXp8YyByfr3ZH35fQ/I7Ak8McRm1a4xz9KBayZ32XXP5cZQyUzmy1P1dnSghutN+sfweQj5LexcklMr2r6i4FV8teUVZgE8lxkCQG9QvzIUbG2peU/sSpwL5LME2/qi0xgA/eZFSYE0yXifBfj5mRW4bEvGpo7Xm19z8cJ7EAqVcpsNAz/+eYt1MGh9Tjqg/TJ7uVhwS4P0R/BxrY9TupiJ0c66wHOlTT1kv8+3zefklfeY2bKLa8uak3UKeKdoxgnCKeCyI09SSrxRWsQ8HK3xwRY6qvy3ZHkyaEZZo5NSq/pMyBMHqxR91iAqe7aW54zfPtEgMkSjLECjx8p1V0kugMq0olEalqViAUNMLwPDZ9mNUZmeVVkkx4Y0njsZYEvdEwiKPjJNp1ZUn/RsyIgspDzL85OgVWSq7chKjCOZCsOudXWlUEn3p2OhCR2lwI941dkm2ulTp/zA50awX3/tyFkSK1+inhWsS4Lta8hmVVgQ6MjvQs3zJtjwsfBT/JtP5LzRGlPnyCGvTOqS7SvnadKiAYlRqj3vyX3dyAMkLCg6Xu7AiwbuBM5XgVb1VfqbHK3qcyIml3j/NmfIM1X9uYSUed92CuxojSg2sOlzwufEGGbLRbBnlV+7VjAs54ApOViT/dT3zdl1orN13D+9ry8jWFt/Anz961/Hd9CJetWrXuUWAZdccon7wAc+gNcb0qXOOeccZKhKbNu2zT34wQ/G1/HHH++OOeYYd8MNN7gPfehDmJq1Hgxcw4zAHZUFRniNQ0ZlDZUCZbnnlfaltEXuQzIL/T57FGSK4+NqQzQgBxTZF31s8YLMjdp3ak6YHDRHKw5naV/Z1BxgWjKMyYqbYnN8kgsAfwhosmJ6LwacB25IBYXoUsVsHzg3KQsxPS6SRQvjeMkBzrUzuUSAxrpU7pkaFms54BzsBLJ9tOBqmLfFuVDVvqRzWslyEceR1gIAuwZ0SYdom0ZbAS8ayPkwEgPVEdBYrMEuVvUsZyFTxk/nJNuTzyoP1Cvp1LMam7N9Ws7JpZGIhH2dtDU3v5YOtgnRKjwMkNql5Q2EdTIOd81BSc8Kt2/xflpqil+hJqsnF+Bn6AaS60s2YniR2V5qsggQdIL5K7z01Xj2EgK5YKHs5zX5HOlcpXuOSUl0799s2UW1ZU0uYFbQ9JaUz6qsgJaGIvVYaxyQgHnojSQDRJ+UqclvL1UqgKXlJA4XSiVhDqpWpfuC8R4Ftinqj/qqzOGaMFmVFwTogpMVJQOoUECQDmhYyT7VqtuAnuAaMg3KxCjljg4hot8qHBC+rwaPjGfWTXRyeXEaliLBFmbbFk4rLrKuRFfz54UVOgrnhHRaG/1Vph8Egz6LrCaarOwcFY2yeUBjsWYXnTAtpiZFM2FaZq53+oWbKfoGnHL3Cn1Vupalc9hl3Am5Ci5TkOgDa7IWdL+GyRJFqUkruCng1jx7sUIr31Zu2/Q5Ltc+ltT4U6RqpnWwJm1orlHxuZIv7pDA/oV/XlzThpys97jHPdyi4P3vf38896eddppqlEo87GEPc+94xzviZzBsDRsUlc5Q9fmUDFJhs1azPqW9UmxuxsbOkh4Gazf2SEdvjhAgtcd5WzmLtTYzId1heGeyAdikhs1KvzckghDQhbk9MFhD8SsvGzD0L5TE8gxXX1SLMWdV56ryd6utktHajFN4vwWZgFzBq5YN22UjaoSB5N5jgfxW+ogifzVHJJJco+ZceBJAw1BF2QCwZ4OEQLR1JYuVa7NyVmCfjJMSNLuoL0kBx3WmWVojExX3n3GyJ0zLCVms4ZoXMy855DMvbSptO9MSqmYlhVCaC8hni5NaxHxL3otRro0XapNzsHG/+0d9/jXkpK7Yb+tCpKHxgt8ffQhi6wizZbuxuDORDYSsyH6uw+QaPjURf81AmxdmPTktGFqdLNautnCDPhqlLBqUTVHTjVKqwMpZrGBk4ipcj5UVwfJ6rMRipWJZ4Ggdpo5W0mWNVV7ncC1zrE+pUdllZOTSKioQ98kMb6412NKf4cvKbXQdo6xSzh1YPL0/RvWp2mXzO9cHwqZQ2kpO+2s9tKr6oLcGWqbwWQ2TpAQtqt+LBcTujQ7pkqTduUqyPPigoKuAlipFoN0TtU5q+V08x/Qdi05jhF9oBHPnK9+mlABItq1oZXUxWaTe9aQTy+z5Vc5d7lnj/XN4xX6ejNQa5wRtbjz9axq5AKhsuij49Kc/je93vetd3e///u9Xr/e0pz3NHXLIIfgsfO5zn5tjCw1zR1dWSUYaRXUsSntuEhtW9mMalAKJNcViW2g5bTO1ATq3o8hhtZwtHVqs7Q3UO1orgr+RVBB1WRtHK9q8QS4A5bLQ2RpkA+gFztZQ6NX3tfwYxPUuOV7luU3GKV6oiemsai+OWseqsnyi186qmLeOjbbHr2dpbORZZTwAmUNS0JURGciGiY5VkhDgjtTwNzSLfdfSYiV2qwzGzgLkdGPHnv5euR0+l5Pkmi6nYO4eUeY+Lduur52rtLuoz8ttFPl9X+Ts9z7XVGM1009dzlZuq0kCRkJcCSQBmmvxeRcVxkJSQVMTo+VcDcelSuHFQ8kct8x6gDGjNjOrL9R2j/R7RM6BZcCq0h9jtuzi2rLmZJ0GNUV74plWUvL5BFYy+9ZCj7Vg8HQ6NTKVv7MO1B4dWF3BqoyDtcSOBOScLMHQbOQByIikyT1jsyYFAjyLNRqiIeLvGa2No3WsRat66cayyG6r8UrBKzLORNQxOlu5sZEzWGcF7nCFe14Kv+cQjN7OCCU3jOOqbY0gjPZT0QCeRr3KdViDCDtsKhQOiHpDOeNrXlFQfq3lwJ04fju0j2sZMTXQijnNGl2sF435Qn+qqfCaEH3b4drJ5q7Su00N+SQtjzO+4/PZNiabyL4PCHhjNPyNRdt4oIClWcV98Xs+42BNmOEKC4B0FGuChuL4W8GcSe6X0mSZsVhjEZaE4VpbNGYGrwmj/zvttJM76KCD3KLgmmuuwXHz4Q9/eO91jzzyyLgNwwZFwcnYB9KeVbfVMV5OVXSH7GZinbVYiz3sHOm4jV/X223ZZWV2m+xnM2O2ZIBpDtZW8RjBWk2+498Lu9YzWTmbNdi4lLUVsr48QUFxrPLMMsFwTo5Zc+JwZ0r4HJeVxWWk/Sq1EZNzkbkeif3cEVRPiBzKPGlW9iC3NyRLMNgQ3JGaOFvRJuCOaiElpjlYZ50FKbcnA8DavUrQ5sPxt/T8SgZzZ3tm5WCtta/5MfQJonBHYEXguEgEyK9Uv3yOpMDt71YQP9iyYd6QkFrCvMsXaFNs1Q4k9nrmmqqkN/Z8ZokffQJrxWytLilIkY3F+5NcoEptg9myi2rLmibrLFFjmAaxdP4oph2Bf+g6I2G5ojJcUwq20dFZJcW2tOPQtGVbItKs8A3XK6pFSQpBDLIJqyrnYGWT8CrQ4cYqqcHgBAcqSdEyeQAOHBMgC34UWK/gDAEDdBtbEOWowLkJDrtAHcgae3XFwtTlWZS6FTXX2KmaZkxh/y3t3mQ9VkCqZxSuzoEljqn2/uKpUeRQhVuDtIAEyGhFh6x0gBHTIbfvWWj7QHtLMqEtozD/fKP+UG3xKTC6UYPOsSIC+EOqzRonRhld1qr+qdJRqzH+M8gzUQvtxN9ZwQT5fc6g1NifrSJt7NnSCovRtjhQMtZfB6935Z8pX6jNT34jmxXXl5IWjF3JtYRzzNXSBGeVFS+R2oTy2NcClAEQ/o6vcH3HUHyFioEgutvWkljo26QJnMdXX321+8UvfuHue9/7IqMV0u2/8pWv4LmFYldPetKTUBuqF3tuBvjVr36F76Bh1Re77747vt94440zb5dh7SA1sKv6Sbau1/9s+gp5D0+j8arvVGixZsejCjuE92VcK5DvTm6/Y7tdE/wWk01zpHT0A+RojXYpjS+lc6o4WCPJABDq03hJe9/HDqAIY1hmsBLWCQE/NGc7svbi7nLLYbvDHIPsWO4MFEG8pthp3HAaZFedo/n7b8DHadJqzWkq4tgc9kdjEB3XrMdEKsoFTcLBatW5VXFOQZMVsuTIyc4DqpoWK9nSGdsle+4mfU6DUw0LzybfK8tqAQcUCmZFegv78csXbPCcg7VLE7qymFJyf+fY8MJ2QVulpCOv6r9yAkZTM4H3u8XjKzmXtfmV6jxsLmhS/Aqf26AdDG2BPmQ11MBwUJSU5p8i8EMybpw0IO1WqrNBnxPZguY55OdB1VVm51TVadXQ1ybrmiNxJ6okBuA0qWPuwptmtuzC2rLmZJ0V+j6A1KnySnIx5ZFpWpEDsbU/6CQmLN896QSOO1rVzaadWanzyhlbauRS/sbbk2OwasC2sUIpmjGKbFbPYI3yAUyTlRcMgL/9kDEOxmhwtgaLNz2CMLhQ8Z21gMLwpM9jLFDWYZBMgNb162IO5FBIUSkCByYyfsm4DAP+cORZtGh4wuWTxioZCsyZxgb6lFmRtiO51/sapOhYVc5TzrDs2jasgw5lYaD1YVjESTU2RC+C1ecYS47XWkzLEOH3hjzvPSdHOfZEUlWbzmEozhQnc+GeDBtqIv7RweqDMlA1GJ2r/DEKNrlfl6Qt0jSrlpZwZAikjuNuLdrVZJxCNgJfTxkPpmaxdgUZeNSfTgg5Gpb8cx7btoAgqYAf/OAH6GhdWQGPhceFF17o3vve97pHPOIR7qMf/ai7xS1usWbt2m+//dxVV13lLr/88t7r0jr77LPPHFpmWDdUaw+ywD59JdlbXQ6SSR04wqkRpQJqbayqwikdhfQ0xmmfDADaRx/w8wWkDHRisQBocd3wljh+wndoE4fsrBC4gx9hPBm6AZpGYO+C0wTZrDhWBcdGrCPRLlg5RgdUR9/MZQLCcURnoJKRhdvmY+00CA7WWABU2gaS5KI5WpXjaY2xfcgBcf8hAE7FSCG7ii8Lc5/WBljhK2QNpvILqiOtL4uc3T9URb1xWCvp3rQaXFcqlJbddFMrIwZ7+XmONpxwLspr1eVgrWWuEomI2ldyzFEWkF+wHFTp2+9VaMIW2bnqfapLYmXJLBTYRpuVFb9i860Wm3XQzLmioxVt3EBqoqB1uG/IrhUNEu0WtiYV5lPOT/RN8GBIznld84xqc5Haaykd7vOSD5wzzJatg8kFGAwGg8Fg2FoYTf8CJ+n111+fvG666abOQgE//vGP3Utf+lL3H//xH7j8f/7nf7qXvexlbjgcus985jPu2GOPXcMT4dzd7353nIT88z//s7v22mur1/vhD3+I68Ak5m53u9tc22gwGAwGg8FgYDBbdmFtWXOyzuQsdpxGnvovhfqViH+ia5VsZobRDi0Sk0u5moQVVKrkp7WjqP/K9XiYvIHG8uXntYrZ2k5baSqmNqxVWRwAXhiwiwUCmHYVabOSLiu8g3YgFgvw7Y2pr7nz0XUe5HEIvaVWlE+JKk+lfVYDng7BX/I7eWyJdqXQj+yDEBVNCjehdhXprrKKrKTJGqqzkuYlMuPkuYvtm1C/qe8queuksQSSKGmIejMd0+LzWCqEME0RrB6g9pUY7WFBvY0ZZO91youU22F6TzF1sUOqIRZfk99L1iu/JyN7mjTXnKpfha+VkRuspBVZqaBA1BJmbZVpg7RffCWp9RkmrxynFH3CmTFGZbGPznFU0WDlRQUrnjNi/E7zOv/8892+++6LrFN6nXrqqUXG6EknneTOPvts96Y3vckdfPDBbocddnAHHnige8tb3oLyAYBzzz3XXXDBBW6t8PjHPx7ff/Ob32D7RhXPN9xHz33uc92vf/1r/AwyB4aNiephqaRpyvsJWQirAhPLBiR2dGXflGHZEVT7fFrkbF1NIqAoccPli5RX8lua+cBVVEjuhIpfRUmsUPgK7dXl8BmLXgWGK2qyUjuDLZxpbzyPwg4p3R9cKsB/wVisQq4pKeiqfO4FNuY35zDTD0r5B+3+45jAXkrsDrDNVlnaP+qvrqa6q8lYH5jAOakAcb6qzluXxFkue0W7P0vbj+/ifqHfumRHEv3ZVK83qUKvpdDXtFUWc+6qOSKZ9TWdLT8HfD+9i2DVsVibz5NKQgh9f2nbAvuazbkc2LLBZh3C3+H3qNUa2azMjmXtkxIiyd9ymQr5FnVe1Pea9YX0t8h5cg/b2mzZxbVlzck6JVTHp0wR4O9y3UT4WFRypm2xVPhZOlq5Hmv1dqtSn4RzuONzvoH1bcpqscp9FwaRKAPgFJ0qboSGCqy+6FVjhEZjlBytWCQgOFiXaeJRcQ61+2cC6EWA2vpWNUZpS4+1NrDAAwaxIEVl0SuJSgOgVTAhpEv5AZwVvwqDfTToKeU6GAONgSuKB9Rg2udU7kcYfup9zDQrk0IdXfeblkbOU/ekc146raUTPNG3q5xsD2YQjGka2L0MLicLSygFNSRkRVNZ7Cl+raRs5YpfsfuMO1hjEADvUaVgQHC48mBALNoWrw8sC1WFg2M1fhbFMGqQc7Rq5xLf5xDEkYZoydG6BjjiiCPcj370I9RZpdcpp5ySXf5Zz3qWO+2007JG3Iknnujuf//749/nnHOOWyscd9xx7na3ux3+fd5557lHPepR7jvf+U52+e9+97vu0Y9+NC4L9wI4j5/97GevWXsNc4BI8e63rgjIJM+mYtfmKrh3Iev0EhW9pfNrFigU38l/lwumZ85zZ3HBvE2XBtUy68XPsj3hxRytKYFAcbTiciGtO6ybBrpkrQdRzChpTxh7pc3K7w9tvI4fFTu2Ju23lYKckdhab3BHa3C2oh1CjtZV8XL0W1ooK1cQNwuNxFIZxPTN1gL2QtIop80q75mcHclsz1KgRtUorXH+8uV5wTptXsuLKvWcUzdz2LRvqJ4vUzs1m1yTEMidty491uy+dds2ElUSBysQBiAViOZijABTChwl7/4eTp79jue2N0FAu9dnUNhO1eilv9cJZsueNxdb1jRZp4EmkK8VqpK/o9ZhmDijUaIUdVpHnQ7VIO6xbuywhbh01X5r9Fhzxa7SFfI7SvRiGv1uFPEX6yYMVv4Oy4DjgsZFHFtgYdhCGBzHXsMKfh2Ox8hsXbq50skYth/PnXb+xMAYC0N1DYrwO26/EfZPtCSpCdo+c0Zycn1E9VV5TLJIADtWOdgnDlPtOOL6QWeW6TmiTlN0ntHATyLsoPM08scSvevBENAqvzNWQ6eWZdQImrBYAOkF82PUjrvVr2jf+fYk17L0XCc60dCOtjYr6iiR9ha/7lqV+g7tvvbv/HNHX5rdTvd5T1gPYXIYfmi+5wU4CizW3GTFP1NMl5WvO0i1q1BTD6tbuObehIIW4LNYAk08KCIgBPOJjcSdr3T/MsM2OlhlMS/Q9M49y9ih+XHKNzXoEtJkZ05M5j6Imm34H/wPDe1xrwhmV/8GOLe8vOz22GMPt+OOO7pZASqcXnzxxe7b3/62WyvsvPPO7u1vfzuyACDyD5IFhxxyCLbloQ99qNt///1j1VXQjv3sZz/rVldX8flYWlpyb3vb29yuu+66Zu01zBHZjBmlEFBufTaOzLOIW8v2Y6yx7H61oGF5J806FQHD6uPNjXc55JwN9HfUYg/a88FhQUVR/PASnBiaiicjd2HXSLUagyYrDnNIeR2jXHiLiCCPJbJXhc3YVZSWa0SSM1AG7uJ4XXlPlgBjL+nNi++zuqx9tFlrUGBn4nhO15aYqcGMGi8tuQE4U6UTEs2KJlCesFglMzhpx2x4V7EQUmG+pSKSMsIc2VdVK9uNiRPU67N2Lkftkr8Vnm9tbkvarNy+TvokPneTzrQe90rn/JnmdNr3HIrdltjC9F1t8AttZN8/xG1QrRM8n1QDpWGZDrBIm9d0Tudfzb0Ss7L4fdvZFHYdCtq8rcJg4loWMe3z0aXRy9/79CVmyy6sLWtO1hmi07jiTiZytKKNIozEvgWd2P6hft8UB9AeZPqwTvtOvieVCigtO4FB7yNnbL5NRijv+5lB6SP1aK4Gnyq4ROLWgoXjnaxgjHq7JgjXy0lByWine0ADH0SSaH9dRC/naMXd1l7z2ntFRu1o/+QYVCKU7eYGJyw3uHOMCLDiyCFEz1wwRKOg/gieumFwXNF+XZJyjdHV4KxqUmB6svS4MdX33mTnhXxyrd8k0KjxBjlWeSZnGZ0bcT8lVaDpnqBCC/h3haN1rTDPYkYJy2FcJ6egyQwQtPNMxa9wuVCsgSZIg9Qg9Q7WUGokMUihh/HBHdwNGleB2UpMATJqAzsgTrZ42wnUTO3eZONU4mjF35oq4s3hz4G5qrUpVjIP+/UVCJvJTW7CIRH6/YkxD6Yu9F5QRMK5orbrPPDYxz7Wve9978O0KaiuCoYnGKDwkqDrvtNOO6FRSilahg0KHMvH9fYC7+tEP4GLSwerZrvVOE9yECzJlsRWZ1BaCZ7N6XmeCTQHq+xvBz6jgQgA0VkRpI/SgonscpOjlGQDwnDgR6kQe2a+Ez+ceMZq7GZD3xuLX9F8BJaBglK87TnwQlE860OeA/q75Gidgokai1/Ffc7Akauhy9EWbPzoaCUnIjjRYYjgjlb4g2yJ6NBkNqvMpMEVtaJGUx4rBZDDGCbnJt4GqttULHgFgPtI2iDq/pvzlP0tsfUyTOYudjo7rjhf0pjbpe1Iu1vuN15H0d/K/RBqnctxccXmnfa5idIUcL3ABm0C4QmBCa5nYChJqRFPHGBEAdbGRkpEuY8Hw4bYIO/hRI5Ojl3juuJXs+oDcuxwddnKOY/Zsgtry5pcwDxRYvxxjSL+yjlYcw8i6C6K33qlF0QDdbJbIbuu1CxqrViZbq45rzUWK3ew5hhwjDVGRkhMTaDfi23yDta2ZADpsDq3uo3Squg70rDyBicMKD69SomKh3epo6ld4xZ66HZ2oS6NqGNQiEwGcf/Ka5QD12NtGlZ3ADwimxibzHm6soovSlvBtGw2uCdarJR2pbWpBl3Xrmls+1jZ/cn1OeVvcT/a39qzKJ8NaYAGB5oqHcBSzaPGZ0e0OUl96qr+LCfP04DvlyDYqi3tLp66yDXRlOuTZYTk7lV+ngVbukmZCvcgpVTRPSrSq/x9HH4LqVbx/g3bRk02uH9Jw23M3rX0zD464iVM67BoMWxkcEr0KfSZnLDzdMhPiJ/+9Kd4DuEFha5yuPTSS/EddFrXGk9/+tPdV77yFffUpz4VWbry+aYXFOh64hOf6C655BJ3/PHHr3k7DXNA7rkupWFn7Bi6zxuJIBZQzzgiqvp6rbq2rOTdR9ZIOyZ1v1NOgvvI3STtUjJ5lLGDGKza38RiJbZZ4mClTXJW6kBos0aJAP+ZNFlxGcrqkueEy0IRMzHpr5m8A5esYdrh2K44Hndk9HC5n0kdRTnJoxKmlS9KbGIhpcHakTqfuT6rt0/hM/bN3E7htg1vjmQGt+6vGbBbiXEb/+bBASVoUDonuXMs73+5fy11XpxH/1XBhi3Vg5DarJpElmRx10CTHChqv3Y4V4UsQOs4s3PHCZ+j1pyrmXd54oqfexEJAIgGaOvGLMJmrtFIDbTbmNzHpfa2yED++nQHAAuf+0K2QbknvG8hM4dbMJgtWw9jss4KRUaiGDzjw60tq2gZCeeJjwpR9CvTQeaiMfFnZT/xWCqlArQoEEUgE+cPY9Lxz+o2M79Nq+Mqo4VycI7vzAjlh5YwWZtrh4vB2IeZ6MiNjGlVtJ0B+OiWIbI38OlHqxnjSml7K4WfLyMdPC0dnspBsiZ6LR0tfXVt5Oec4ZnRwewLYg76D94oHQwa1qD65NDkhIzChMU6qi8S1fHsZdvL3pUF0sh37vyhQx7S3xibFZatSKOJ6VKM0UrpV8hQkoxWfBOTR2n4YJs67hGVRTnD+F/Xvc3vfza5UYt8seOr0YGKkXViVwPDA9kefuaLEX8wOqmptG9MqYJ0RWDAM5YQMpPbwaPIYKX7l5yrwjEe+2UIKuCz3DCTazIvIpuEtXlNIZkPjLnqT1O9zA5egmkSP3que8tb3tIdcMAB7qqrrsJ0Jih8JXHRRRe5T37yk/j3E57wBLceuPOd7+zOOuss9+Mf/9j9v//3/9zXvvY1NKrh3oFjuNe97uUe9rCHuVvf+tbr0j7DGiLpGwsMceoj8O+Mk2YegQ8aJ3hKLtlJJVsw/tlDk3otoZ1ryVCk78QyyGYFJ8IqyMQwMgE6WhsbN+dslcZRUBlwQ8ioQP1Dqk0A5xhTK8J6TXZBQ3wYpjZJ8ZCZAwy/WAdJmlYgleW2l2ynWpsPgwRe2qovaYAymSIZAO8PsGlBjigwW/mzGsZ9KRWgH2tH9scENq3fLtk+QRIp+U1xnAXGqt9ncNDXSgbkCAfy9w4NV/pOc47GuS2XiiAw0o9/50QZEXjIwRt4TcZd2G5a52DQIfPVwVqN6+jO9YkyknjmoGbbxtQrxmDF+1gh3nDSQU3/TMeWkY2LkPN/mY0Vn83mswaakyfLTfJssKATd67iM8BlKGskasyWXVhb1pyss0CfiEPy4OaN0YTBWug8ZwYZXZ4F5OCgdVpC5Dv9TYkmSWZVjl3VkU4R06+TaGgT7VdBxiQVB6BLhPlV9LmxUL0R640GcLBSpCoyPPyBp7vAwdV39skx1xqogGo9nY6Uqw4kkcD0h+ZdY67y/aLtpDA1mMZs1TFpbU8kA2DwDCkstAqdt8RxzUTYyZhljipVIzaXWjJxJJilk2t6oDngvQLtC1rR9ExzQ0J5LhLJAO5oZZ91Rysu4PdbSu1LNKx5ezXH3hTMI26IV/RjzTGFNFjJHJHGeF/NKv5Mkb4blwyA60QOV+60pEAayQeQ4Y79qWKkc/YSk7nwbV6NTBc5fuBEXF7TFquG0u/Ioc7O7zo7W6PjORrNwZin89SF0OdPjAnYui95yUvcH/7hH7q//Mu/dLvssov74z/+Y3wH/PM//3Oshvrbv/3b7nd/93fdemKfffZxT37yk/Fl2OTQAvYlp5JcN+d4AOQC+YltyBitqI3nnQ2lZywpBssJAzl7BMDHtZrnl6cny+DwrJlGuO2M3EmOyZmkvkJ/HGweKu5JDDJwPJAcVIZEEAtfBT8J11ul4Q/tZtw02LLgOPXBrVaQi7NYIWAIi9SMFfH6TGDDzgoUDKV2UFB51pIBiX6/sm1pk0enTrDJgAEIDkwYv+HUor3AznHfzKuu+UCHTYsBZc25xQMCJBkA43N4xOOcS84bpDQA2o897osuvd/4nViWnGjcLs45WsX3KgGlmu3O+i+6jGS/q2oDYrs1ztVZs1aFdnFi24LdyTWDhbMZbU/FyYiLtZj6seNJ25sLFMgASYHo42VNmnOT02bVapZUzQO4j4MyOWrkI/rYl2bLLqwta3IBU5/BCgZgXFboRmlSAdx52Oq0ezIIpz2GSfYxqabrWkGyV7Eyd4jyoyPC63LGYgG8D8drElKkeAXWUH11LKqwNtVYG0mBJJop0xUozYTLBXCHu3adJqnQ2xc1xiVJGqi/FSY9c3BkyPUbRqKoxspSWJrq7Dxle9WnWycp5R3s8FlBMwJz7BXF4EpSu0PwpBRASVKIZHoVpahFFg07H9wAUlL1WvcupXsqBjydv+L93oHWtvn+sgxeJhXAHazhvVqHVbLjBVp6c+Fc+tS/cG/GCsGrbrDSvGKKVenFAwScycplD3Afq/qxsXOm/g0QGuEzC8r1mcASWSfsO8qvcCmWinb54Nd0r0mcrMcddxye99e+9rXuFre4hTv44IPdnnvuiU7V733ve+7www93Z555Zv+NGwzTIlvBu5DeC+C2jHzR75lns6ric+l5TvbBmWO5Y1H6cDm25VDRv+gV1dMgXhZCw7L1LqSPkjGH+nWyZyjlFlZHmzawWInRKpvIs7WiFJa0dZlUAAblvG2LfTLZtktDn4mBgUE2twHHpbwv+DnTHGA5qYA5Iyt9NGtbO5sCTg0RtpUoxgmOVlX2CK/1qKxxO0swOygppCTvYf6dNn4K4oYMoKiOxZw0gIS8v7iUArddpS2oNrNsb8dnQfZ/dI5kpqokrHCJDYX8VGPLtxzJ2vUXNntNdlZnhgCfG/CMMJp7kb3KbFW0c/lcTMgGyOOrgna8QspBJXKFeYR8daKvLSzl9KaA2bKLC3OyGgwGg8FgMMzb4BoO3Xvf+173sY99zB1zzDFu7733dldeeSXqnz7iEY9wp512mjv//PPdrW51K7sWBoPBYDAYDIaFgtmydTC5gCnQK/jQEuvPsIFazC8l1alrPz0yOFsRsRmx8RJd1ox2a82+ejGlkrTvzLmiFFzSrgq0fJ+WHVKqtHSqAK7LylM4SJc1ZMAETVbYrmezohzoapAMCJXCIdpPDEOSEaDqrFF/KSeHoFYG1Rhps2MCqBIWuSqOkqnA7/eeEfVW5LIrFR+j+sNwTUL6XEhVCwl5ejQRfuRVLRPmSMoKqNJym0YyAPfDqNQyhYTvn6dtx8h/KITUE4kelazUimlLLMUcv+PSAUpKZatarJAP6aEH3PqOdXTqtitAKWFp1L95ZjQWqxrtLzxjmi5rTKuCQwBmEPQPS+E6olwDY0KQjpU/0OZZ4ilPkTnQMGEjG1syV3H5IAtB1zQ8M5T2hUjSf6lzC+ed33PamNM33amEnF4s/kbnOMgGgFzGaHFTrAjgYIXXWuPEE0+c27bhOXrnO985t+0b1gnUR5N8QC5Fu2SrSc1rDdSn5GRftMKNCgMsazOK1NLSGN7SB50UtZILOWjZK5zJmNgBTAMR0rExs8EXQ0K5ANTtpn7P1wxIGK3Mtm30AvwsEYd8IkyC/boUpAKWgh72MLVtidEKtFdMD8cNAZON3QfavIBL9Ky3Vi6mQbPPE0hq5VCbktzsukllRnYg2bZSyqlZI88+L7GDu+QXamxvNGia7cc6A+w7vCe6Mt9K7egaezPPbcJije2V7Q/HGZ7dkmxAhGSdEiNSsiWZ/Rb1Z+M8OcgjhPVRx5htn0udFY8tnoMCo15bf4rnLV5jktogexKeedBypqxMLg2Bx5th8lJbiNGq9dW5OXDutpFZwXSuuSQD2btZObJ0/0XJgHgdhS1fYjVPCrNlF9aWNSfrWqCkOyo7au17/h11DtyBGfPXhbZfZbto30klw0lQmljXiHfz7ch1hYB4osdag1aKCtOeTNKvwOHgjRYcEMjQjG1r0qTi37j9sNXlIA1IGlYwZ0AJAueGK96xioYRGaPweYV1wuE6xgGr6/j4YLQWKGnJ9MEsnTAth5Z0SNPFyAiycy0clrodCwUkaUVzNvxp4E+M++A46rrVydkV3r2zPvQX4b3lUKx1ttKzEpxyrcJJtH9pxOL3wiE3YgLzLD0ncaZKo6sGctuafEDhWPUKtBM6WKNTXNdlbQy81NEaDVEebONGGjpIxTmSAQF278aiF3HyHZzHbJLWtE0xUqWjFSugMM1fgiwaMC20aybTdLmGLHgAaOirlAvIBdKqsc4+gEnwnve8Z7a66wE0ETUn6+ZAdCzUOAn72Itc61kJ2lCwLOqySvkZ3p/LQK8mFaClF5ekAhYF3BmRSb9O5Hsc+TOCHY9OVeiPvaMVgnD4otRSsm15HxhtWhoDwju2gSkDcRkBdK56h2uUbAHbltJyB+R0gZ1QdaZw3VsOLiET0OdczaFPi+2QeuX8magZ76QcRjj2rhRkbSyNAVtOIoDv4RyTTdYlwbAe4PMssi1LyyeEDjhnyjKFY9PGuNZyWpo89TE5h3puPsYdrCSHAddEONi6QDU5Ym2FMZvvS43a3LHVOCOTn3ssXzoGTiCQWv9j5mwF4DX185HE1iWnqz+oeu3sVvs1ceDmvhjL86k5WvtqKvOi5rXzZo1g51voesFs2YW1Zc3JOktwR0FOQ6XlQFQcqxWR+NgZc6HzPkh095T91Tg3OgyMlkMns81qDcZJ9LokA4CAnXnDZgWjEAxHMkZ5tL+9P+bXJocrLBfmC1SNFdcHw2d14IZBuxUM0GiEBt0qX3E8aIJiZXFWiTwee17zdGYGFDMsVGflJNdDM3YwgpsR95ZOzUkh2KwJczAYpVGQPd53ja4ZnlNiAHIdLHm+M4ZafTOV6vOAEXMI8wBBrXGvVWPVjLTSdkIUHzfHWa10HjRWa7Y9ChMgd/+E65F1BpHjT3P25bYdC87xQhKZSLi8zlg0LTMB7PnsxWJm0hhFB+u4ZYi2Iv+5MYIFisaJHivXtmLtlkxv3teEfSd/M7ZUdODj5xkXv8oVBeDglXcZYhYADsNzmnRvAqz7hNuwmCg9d5LNmt3GBHaj7MeTYFnTJv5MJzYj0z9Us8L6sFgntTtqgv3ccYPtCeM77pcHvNh5lA5WnpFAfTr9jeuwAp+J9jzZtTHWnMzjiUvAM7UaW3fshuNBU/gKTBW0Y8duBDKrwaaNhV2DbYtVvtGhCDbO0I3xwALLjRzscI1lUcb1ZrCWwJ+DPlAqmfdiFSZ2ZiiMK8fwYJPhO7Nj5krA6HJwt46jy27NPL+RHbpaNZYVxzjWprwjOzha8R4tzE9ZPxQdrKg9vJRmIVIAIsmc47ZdmFTKwDWwWTmxSiuCzQ8hZ6eK48ui1sGac0IyIkZi2+Ly0H6yqcP9mrN1aVvxXlba3Mf/IebP0dkqzm2uyFgLwikfCSP8/FE9CB4MxJfiXM2S6jIBBsOGsWXNyToNsAMtOMBkmqt0JmoDSqk4yyyitX23IQeEGuOiEHGbCyJrjFcXVJyrMv0ZjDv8PkTV0CgNLD18URquiPaHd+yM0dFK2/cTfGKy4tiw6h2tUOR7uEJO1sBkRceuN0QHq0PvOAjOPzKWCOr9pRkIWqczC9boJA7XOJB1MWEmaF9tKj6xBzlzkCpfyhSWsWSIpAWRuANu3ZgvWmGMnOER0pESQ2KSfUlnqyofUIj+E5JoMUsb5IZWbcClZtvxt8o+TzpYwzWelYO12hhlhuiYjyMy8h+OmzNwY3AAgkehyFVkZDMDmyZpxKyNQQiaBPPJRcLAYem8XQ7WmfQ7YdKY61+Sc0GZB3X7pOKGkyL2GxsIp59++ky2c/3117tTTz3V/fCHP8TPcP+ArqxhgwKfs8z9rDlWydbizKSALqZ000cHZ5sI2mA/HtrSCpbEArGhsFIMOlUUvGo1RC94NQupgCTFWJ6/Gnaw5pzizC7pYKUAsjwPTDLAyweRszUQCKSjFZ06wa6lH7Ab9+vgKQnyV+BoxQQXkg6Aolhgx4JdDdeR2KwgKRC5CGFsyThH1nPSHAOgNKbKwGPJodjHFkyyQyrWzf3OGXu5ezZ3PmcxNjNWtUqmiBl5ZFcxAgGXJRLBFnTUk9e/Zi7ZR4quSyYAMBi2SCbxWPB3YX9Rn0ckK85cZX9ztnfcbiB7N8sGqa84kexhw2eOrZr8kbvPJvE7cNvWMSJGzDaicYPZuspY0ttJX8MkZ9tOsv0qZBlaEohhHpo4WuMhNvdDwnBmgcHE6c6eSXwGesi9mS27uLasWcVrgJZ2i/+y7VgtdWZEY6dtFCe3Cout9btoD7VjRppDcVcd6cl5ttqE7Sg5V+kzZzBiZwYDQjBCSb8Kq0c3cgFxMk5ZHDHiH4xSHCd8p90wWb0xCvYkOFuByQrVWYdYoXXoxstDN1iBNJ9g0LHO3WskFowHOSHIgacxyGXlue9x7eeRctq0QaQIMr3NRAMn094kEg0GEzpTgiMJN70aDOjABqAUaEyrpiquzMlGk5uCFutEadIlpyS2IQzk3LGZO+/8+uIyFe2piHonrA3Sp1LkA1rGVNK0VLZATcvhTFPeL0oJAXEPx22H/pDrGcvlimDb5dc4W221L4NVS/NjmqhNqp9Pq2oZosEQbxmikgGEk+3mHm4dCz0ToT2RScW3wSZArf6b7i1in/Fzzg3oWQQglHGxqOMWDeAQOOvElJqsG1Av4Ljjjpt6Gx//+Mfdq1/96sQovd/97ufe9a53zaCFhkVBS4swm0IbbKSuTCy/0aa/IEcraYhTaixtsyYQV8NiJWg6psoxx2WnRNHRml+pjoVLNgplLEQE7fnByA2WRi3JALJJYzVqtI14/9pkauG74zJY4KwF+8u5MWZl+e9HK5CpBaxWX4UbiQPLcI7B9lpqxheyw4LzaKb95xwkA9ppz4OptVnjeMqzQ0rOVjWo6xnemj5rlmiSNGJG43NfzJKhLG1xnrbN96U57ErST/SZXxMZcNayrchWhexEIMpQdlCQh+Ns1vZ9Ok7YrDFLlfWNLUerdD4rxzK1c7UnkrkBHA/ZtgDmMIx2Lq7EbF3Bck3uU1YTozk/YR4v7VPNWashym81DHBVoo/Py4k4xJ9h6WjlDlbhVI0kCXkvyPeWzd0Fs2UX1ZadrUfNYDAYDAaDYdExmsFrC+FnP/uZO/bYY93RRx/trrrqKjRId9xxR/fGN77RffGLX3SHHnroejfRYDAYDAaDYevAbNmFtWWNyToNahljOU09ydSRkXgZiYy1R9LIl8b+q2tSJsWrhlnbcz+d4uQKc3VitqTCYG2Lnof0j9WGEUZyAbFIQIj2R1YqboNfI02X1S+DQVb4C4JtJBkA0f/lgRthpB/SquB9KVR/HbnBeLm5m/C6Vqaka2kkWiGaebBPS9HCcJ+izmzfAkaY0j9WCwbUoKWrhBfTsx59eg5EImHBEA2FwCpniPAUQu38ymj4tGBFkXxqUi4trTJ9hopg1aCzWmzKaOUFF5IK9Ri9rmPsSMZpwmLV5FeUlJrW76y4l4ocG5j1F6re7pQs1qrURDyvTdQ/G+3HFNug06QdB7GvSeeOSx7w4+GMj/BseG3WSm1tSvGdV/Er7R7i45IWHiY9VpUtYpgGZ555pnvxi1/sfvKTn8R74cgjj3SnnXaaO/jgg+3kbvECWK0CJs0PtCH/Hvo6NJeI/c77k8DGS7TxGJOMjxOxindSwZnZ2N0Hl4zzs2SxVuuyEhOR9kvnThvnE6miRsoo0d+EsRPYrXhOYWwJmVJoYzbSV1EqgO+GsVi9TZuyarHYFdiwsLnAYoVirshm3QY27tCNtwHb1b9QVzdK0TR6jCiHRcw1LhWRO++zSG1XkKSE92EaY3t6sFlzxUc5m7Vmv2njdW3WWMzXzedenhUDNsc8lhmefHeskGe2TTlGa7YdClM4XN/IFpbti38yiYAoBRD6Il70CovBtQuY0rH5GhXs2IEJG6YmPotJZKbytPLMc9GrmNUsIJ8fur7K/Ze0LHTyoD3b+DIos1CZwPS166ScA36QcmKeKeybo2jexsJ9rBnRZmcZebyYHUnR0TiF90NGnze5J9g9aHbsprBlzck6LbjgtehsYwqT5jCQWhw8JTJ2VqFAUIJMoZcw4eWp1dUGyqSp+T3AJ+pF52nfTpQbFvJ7PhApGproDsVllr1zYGXVOUjhJ01WXpFVMUgppSrqVzV5UW7kBn583BZ8GJDVBQ5WMEYhvQoM0pUgGRANYSoQECQNpL5k10BJBhyXlljP9KBZpHFp9zqXDMB9iGPLFe/i6e3kfAUM6yZe8j6amYO1BHT6MiO9kAbZC5X6TfH8CWcrGvVkRJUcrUnRJHYczFBJnJ+5/jRp1CApnJGkUkkjSfZtBQdrcm6yOmgzuOb8/PA2k4wJ72qClIBvupJOlbQt3JdhUk33bupgHaeTCHKqcl1WNHaVlNecLis5RdyUfQ7XE5SOm8yELJ6KCS4LFoCZ4npOo+e6UfD973/fnXzyye68886L98Mee+zh3vSmN7n/+l//63o3zzAPiJTJlmxAySGVK85Hdijrn9GRoKXF0jhAfTLXb2SBuEbjjjl3S2mXvP25vklKS3F0Be9qJQNyKcjkLNW2x6UOKPjLpYyYFBYV9RxD8Z0YbAMbNNiywUkbZQIUR2vUZsWL5IkDXgYL9uedQmjPLvvaBYlkAEphgQMVPLF+f6Dbin0tJ4iMKqTN1hmqZAB3tObA7+ckQFlwtIYxs5XGrjnclXsxCdzWQJsb9glQtL5juqt9EferyGWou9dt8cReLTjB207IVJKjLN2XsVG5TAAVNg51NxJpk7id4GgNReHweeQFsOjv4HRM7Fz9oNrHNo95X1dwITcn1xBsXlxy7At9RYII348y1/LzwAzBLNdGWScHtw3Xyp8rJLcg4cUXpk2OicDkGpL5diLDyOTPgsMd+kV/bwi5gFbtg/5yAWbLLq4ta07WaYCdbf2yyUMlJpDRsSo2SNF8z6hkWngdguCxA0oEvefHVq3BRPqrFUxJ1bmSFDBiRqgoHISGKNJNYXAEjdSRGwctK4jMw0/o10b9KsYCoE2QbhUnIGCH3ehXYcQfHazjqMk6AufqNmCxgjE6dm4ZBtlgKKyshMg+lXMNx9HluFDuiZYgd0l7s4ScWL32vWT8loD3hD4YqxXMa5w30sDCyUiouBvvE3iGiBlC54ZNwDhDRDEWqhysqsZWD6dz7pzXriv3m2NqFo6Hf891bns5WnmQhd+jrYr2BQeruJ6J0086WsO2ElScc6nVlzgn6RxOC3H+sGmyH+dtj/c9fxYE07V1DOye1dqf6LYpuqy0XphUttgS9MzSWCScsNOwWVu6jtLRmpMwRr8w/O4ZEVnt1mSlKXWs0sjapsPb3vY2d8opp7gbbrgh3gPHHHMMfr///vuvd/MM84CsSM77IhoztckkZ5Hy/iDZtnC24rhBfXhgbHFtVoVBFANxyAzjjFbh0NXAM5q0YGrJwUrfT2AvJ+SCJMAW7DtiIkZnrHCUSS3ZschWoOKGsv+Eaqurq9HRGlmAYbfclk3id7yoa+R7hAytMC6OwLbFGgM+U4vYrNj/B8cq6rLi/sJ1hGsMRbDoXEvbr6vWRPeJTq9PraNC2os8w6Slz9jo9+ed7gpDVdHTnIjRWtB6T3Xa2f3cVasBNySOZ8a1Odr7D8FkCqhOYVtxWyNxtmqO1pxNrm+4YQtL5/GkDtZWP+UDIInTjfo4eOaJ8S3ZrGlD2+diWucqZ/Vm0GL58qBSTfEo3l9p9QmU+g4Ria1J93Igb0iNcM2/IJ3dCAgKjdsOV/yJOV1FFp9WByJxsA4FsxnuC6YlrvZZwSfE9bKLMFt2YW1Zc7IaDAaDwWAwGNzll1/unvvc57oLLrgAzwYYpfvss4/7m7/5G/e0pz3NzpDBYDAYDAaDYWFx+QLYsuZknQVkFezOZYUuB0CTFWDASHfMjfSR1FhlL2gbJfvgn0WEUotA0W/qOmuNinSXdgpbykJosVi5xmbcSIimYvpTqMQKDNagX0UvqtwX2awJR58i/zy1YIBP1gjTd0LEH2QDgFgQtKu8Viu0a8kNIXIXtTjDpomhgNcRIuqp9kv3OWw0TJP0+hlFqFu6oZJ1KauUM13WtgQGLSR1hkM6MrAxhAxCSzKg1UBeRV0yagLjElN1eNpXhsWqSAW09lUDjUmY/Nxc/xhR1bZRSoXUIKPK4rzVsg4blkDDAE4YOGFfLTZrYGrEypwl/eUuFmv8zNiasgJr7rhbB6RIBfgDzS9bi5r+M5yfFlM0sHlazH9i+nBWa2ubzT3bmx1D7KJBBYOamASYVpqRDPAH0f/cISNOpP6yc4Hsl67zW9PNWfQ/werqKqZOve51r3M33XRTvC+f9axnub/+6792e++9d7/raNj4CGy+lr2l9suCxdrqv2ib9DmwtfB7GOwg7zxImBDLj/fNaqYDkw8o9QtJumcqDaOyWMV+m3WVsbsyRTvVtw3MK9wfY7PSeRTpqYn9EbRYWwxXtGC8DTEGmwnYV7HWALzC+A1jMUmlxFQstjtu05KpEU0Oz1pFAu42Vm9gGxBn4W/Y9wBfo9HQDXEcAvt6GNrSVNmOUhElcMZlzThSYiHTuS2urtznORZ3DbOZ0rw5e1tjs/Y9HvytzdTMtl/TTedziarMj9H8ZMEIUoeVbx8wUrTmeds05uokc57c8fB6AbUs1qDH6mVQ2LawaVEzoJGv0yQDUKo03EtqezP92ySYMmNL3oOt+5szj6MUQipnFednGoKUDNmajWxAYLFyX0zNvAI7TCZNQ+mojNWKi3HdVrKVpfRZaF+ScTFk9wfX5uWv5Ph8XYbms2VlbWRb1pysU8AbfK0v23qsXQZg7mHLdfq8Eybgd8Fow4l4cFKVnHLcMOQail3gacazSKEl1A7SPOVK7L+h9DMHK5wPaUzjwsPGqQX7Xhk6twz6qFyTNfhSR8wgpVdcNxilIrUKHa2wO9gGGKbbQDLAZ3GBhhUYnrCf8TaYxCz5CQcloK40m245WgEyxYgZoYnhJgS5564jSml+uLO0fVnnavg9W/yKnqE+kgFKgZ+kOAB3tCbtV4qktTY7o5ScynOYpODUaB2x37PHMol+k6Z1K88rOVKlsc+lA+RupCC9NIRaTnKSvwjPBH7XOFrj4eQmvpoYv+xHhKzITPsxWXgqtxil5BNCsAGRPA+iL+xb7ILSVrl8A5v8t84/Pn9h30XJgHpd1ng/JWOSMJZbzlZajuvaseJXncc9Ub3IdP1Ngi9/+cvuxBNPdP/2b/8Wn4UDDjjAvf3tb3ePecxj1rt5hkWHtCU1ezZKBbBnJ+qHpo7W2Je3JGXYZHkYUjFzMgVxnOYBcGEfckj7sI8TtavPDeu3HK08ksqLYCXNEoQBVgAInKnyWLxkdhgfMI+fNFgDWYDZsN7ZqrQ32LReMiCQBUA5ErP+vRYrSF95u9Y7WFdj/QFPJADyADiakEwADlu8TqzIIp4XVmmrSyqgb3C5BC0IrxXv4UFjWo+PiSXnIrNTU5tcSGYAppAMqAbbR1ZGrMYhqZ1/mvcmXyk2fW6TMD/ocoTnzo90MMrrOqmjVe6bHlUe3OGFrjIOVrRDUd84JUnB9uKziqQBXyBrEO9FJhkgdfCVZ0Wd29VKZmjL0+cJ5uUlx2qr34UADHe2cukA7T6SRCJO/EikbJT1+X2a3I/h4uIzQcuSV3WQyghwModWVyJ8JkmbqMVKznYhIcGlrRJ/RI1fKJ5Ds2UX1Zadf8WjNcBVV13lnvKUp7i99trL7b777u4+97kP0oHBg81x5ZVXuuOPP97tt99+bscdd3R3vetd0au9ffv2yXbMnQM1zklcNlNdjqJW8sUiH2qFdoUxQJ1KUumOqrCGAYJP1qsmpDWYxPiZougWPECxuAuP6JPRidF75mCFv+k9vFDXit4hsryy6jt6jP4TkzXYhuHVGKphQCEHK+lYwWvJG8xQAIC0q+gFxujqDmCoDtxoB6jIuhRf4OQdg6MXXkHTheuPxQE+dw41xzld/3BPZJnM2RNdxwhM9M46t0l6XZrB1hwDvzeTCpEdbUm+Kjmysk76DhZrXwfrtBOD2vUFS6f5u1C4CydvlU5rvi6tozB/W2B9kDc42Iu+S/o79l249gmDIDF02Wdah1X2TNYtYRaTnC62F6F0zum3hLXUVJKO5zr2U6Ffo890H7cKwonovrZrbT0O7vTkYwkajVOOJVxLi+2nNe7xU8p+q5WvMjQAG+lP/uRP3OGHHx6NUjj/L3jBC9xll11mDtatYstqxT1qgza8X5E2be7FlyMmGHec0tiQ2MI0Znh2UEJk4PZzBi37pDBucdtSPTd9IfvmsH+uscrbxF/JfjmLVTD66OXHDXLEsnEi7D8SCDhZgP8N2QmCzQr2LNq2S8G2XfZ/A2lgjDUGqBCWL+4K71DUNb6AIQYOJ7x2rHCZAGcqJ/OXdKHJWZMdQecIcc9LvXZZ26FlyypzwzhO0jHEw5nRwFVrvwjtyvjdPHRY4/Pbnpe0dNMrzwPd162CnvH5zhAIpiVFSNIAd6CVHKxLpMMZXoGp6fu+4GSTL8541LICsien0E/NkhBVC+qvlPlD0l9lMgh9s0U/SCxR3ufT/ctsf0R83kR/I+cHYXtwPT37lHRUw1hD3zECHbd7m/EK1g9zdhqr6P6geyO2298L5DfAY+VznFn1C1sENy2oLbu8GYzSQw891I1GI/ec5zwHRWw//vGPuxe/+MXuM5/5jDvnnHNwuSuuuMIddthh7te//jWedDBi//Ef/9G99KUvdZ/73OficgaDwWAwGDY3gCWisriq13cbGmD3QFXV73znO3ESA866d77zne4hD3nIejdvy8FsWYPBYDAYDH1gtuznFtaW3fBO1j/90z91119/vbvooovc/e53P/zuj/7oj9zRRx/t/uEf/sF99atfdb/1W7/lXvGKV7if/OQn7vzzz48nHbzexx13nDvjjDPcRz/6UfekJz2pfwNqdUwFC09lsUqmEUVvgh5L/C2uE9IJQjtQH09J21Tby1J7O8Ej7xmWXIK+6aolaCk8g0xqAo9srrLoGGN6JZUNKVIGfy8BsxXSFEAuYNRE+1f1FKsWiM0KP9K1goh/SK2CdKsR07GKGlZYjdVHYYehCitKBHTKBjAdSpmGxNOTklRalr5UIR+g6pnKa6PphtJ1ioJe9d4IbDeeZKHLWnNPSaYKno9CqhDTm1NZrNouJmE7zjOCzM+LlpKTOZapJA+SlKyKVCxRjbr9uyIXkGF4JFpP9BwghHQAbic9N80zMacEjo7+VH2eOlni7dQqTUog9mVd91qpjTKtlnRZZR+M26GcX0rzClF4krMoVsPtaJ9kqIXvEi1WLRUxSqlU0lpD+uzE2KBOVrCXXv7yl7t3vetd8Z5ZXl52f/zHf+xe/epXux122GG9m7glse62LEGyJzG9ncnraGM+fy4LmVe4PtkpYCuBnabJBkC/FyUE5D6YHBdVba7NzonMNzE+ZvpP+pzI9fDzMq3GbUw/xx/9sWmSUJTVwKUCNEYfLtpoZNOxoSY+1RSg+gKjjE2LfWdTbyB+vRRsU5AOgOaAVEBQJEDZAJTBAuIXsFgHbrziU2PHYKcik4vsOq7LSnYeq3RfCzlPqkXHtUukjujeiOnBTJtVGxdzCNfS1xbgMgGVtu2UaM0H5i0jlju/cvyWOs1d0K611l/NCd4u4VmFjHmaY7Fiinh7bo9VLVZDd+ca6Tq8/6ImK5MMgOeHJNTmMeeYdJ5SI3+lsYulXRz6Qinr1srUZHqo0e6NBHHGYOW+kJKUo4KosQo+lWjPsrk3kw5IILVfOcuZ9kf3CrFYqW1wffn4GPxEsRZPCWbLukW1ZTe8XACwVsHQJKOU8KhHPQrfv/nNb6IILrBWH/nIR7a82s9//vMjq6M3NG0PzeFQSotQUqwwnSCTPhCds8k6DU0+SdvkNHqeDsIn53y5RYd0DIlU2kaDNeNgRUmARi4APntNKy4Z0KRieednapRixIhLBjilENYwSAVAOhUMoEEmwKdXeQcrFMCCF3xe3WHoRjssuZGUDcBUg2FZNoAGDJ6GJLVoCvdnH+mAJJUjN2mRjpqchIA2oNMxRH3GdupHIh/QV/YgtosdQylAUCMVwFPFZMpYTg5h1milNgqnMU93K0keaMdSknXgyBULI8S0Hu44AwMklQvAdJ2QvpP2f2EyLSZpMbWH0nqiwcv6Ptp/TWreLAsI9OhTefpU6ZWkvbFUrHZ6q7heavGwAPkccS1D7RyItKskcKfJ1XSBpGyo7+IyEMn9UrOtHn1C1/1e89pggIydu9/97uhgpXsGbKeLL77Yvf71r18Io3SrYl1t2VonRmW/2CroSrYtOh8yabFg45CWHY4H4hXGCRwjKEWTO1j5vkrHoIyPyWduU7Z+6zEm5PqMYF828gXkQFX69ygdw4teMakAWl/2SbS9uN2gyQquHZqQC2drXp+VfvTyASgXgK9g04JtC07VJSYZEF7gXMJrTmnRlF7L5y7SOcJ3nZMMSBaaVDpAcfzkyCPSnuHXKAfZ9mTc7EFymRFa8wFFRoy/JtuJKAw1T9B9n/ttllBsnmivSK1N5mBFeYDgaPWSAWmdluY3xRfA/+5AdQ2B9bBZcvJk7JX81iU/Jue6MUW/SctPJAW4VECuVg6tJ9P/tTGJzy+k9BmTsxksL+MrccAzH0+85jzwwJ2uZstuClt2wzNZoXrYQQcd1Poeov6AO93pTu6nP/0pnvAHPvCB2e2srATK4LwhI/7i+4aJ6iPG+BNfJnTmaChRR4KMyVHDZg3FAjAaAx09Z28mD7TU9uwwTktFrxQjVGNVtZwcWlEBraItRcuIYZWrAB41qSjSzxysvDNHeyCwCJL1qGMP7Dd44bn00cUY/cf9KWwmOrxhiFSiwxWumS8U4Jms3rBdxaqrPgyHzNlVXwCLRKyRfZCSCdqMVvibmGSy6iGvXpphtHYhy2blxZnid+HaJJH/EMph0bnkenVBE3sPLO3ehhQVltDuwYp2taKwWQNvMjZhbqKRIDm3mWegg2neKZCfAy1DDJw+bFZaT9FHSvok7fjpe7jfkslyYGXjb1SNOsNsRWZUvljc1Kg0iKoYI9p9zYqO+Y98Alg+960iF+z7iYNr9AzSeabKt3yCtSqKZKmNCxO6odTZoslKOwDp3wuTOPrd0AIwHHkRll133RUN1f/5P//n1GcLtgvpWYZNYMvKasnZforZANzZSe+ZftGzlcIHmHxScJzsFvy+yVRSx4iSU1U7Fh705YEkHkxtrVtgK+ZYc11jCq0XbTXJaMUdp9vijmEePFXHcl9EJ/7N9xuZq14qhWdoyWJY6lEEdmusO4BOVE8mADbrcMX/jWxW9vL9ORi9niji+3yfjSWLX3m2Jxu3474nsPkmZOS12Kw0PyOSBV0zyTzOIVcEaxpMMHYn8wGAVvxK2g3dG43La78lWSls+V7gBWnnwbqtuR5cR7jlLCWN1dTBGpmszF7BPeG8MnyGZ8eBLe3na3HuC/N/bk/xy0PflwpKLQI0B2tmOWDgVzv3S3MgHuxPyB3DjINVuS9pPKBlKDMA/Cto14a0DH7fMIduUgytVAhN7lMrArfGwZiNgidtEFt2wztZQYeBAAboNddc48466yz3nve8xz396U+Pxuh1112nrg+sAMD973//NWqxwWAwGAyGdcUWTbECkAPhxhtvdO9///tntl1zsk4Os2UNBoPBYDD0gtmyblFt2Q3vZOU46aSTYgGrQw45BCnDJYCD9c1vfrO7853v7J71rGcVq5bx6q7wd6ziqkVB+oBpsSYaHfibfwNG6yDui+mU4IPF0mkDUNuKUqmCxmcCTqXX2EzasZRSaipZrPR9NmU3xwwgNgFFjnNRR8li5WlZGe0qz2b1y2D0CKKJyHqlCqwUgfPMUh9xb6dYxRYN+LuP9Pt0bh8VBnkA0GTFbY8GSN7AbUBbKCAumaslNitc56AT1YvN2heStULXElrD9BvV64vto8YzdgD9pkFjwPV9xvj9pGmz5u43bNcaRIVnLdEhpRvw74p0qklZFSW9WwLXJ2JpczGijJ8VXevcdeH3D2e2MvZTZLTig8J0lOYV6dfaOsm1LbVPMHoaRitj9Rf2qbNMKvr95Ofm96Y/IT29wEpCilOQZCEWeokpwtNFZYoc+y7K5xADgJ8aHvnvg5AxMDEWkDhSg5mwqBTMrEq2Ye1t2S4JnWBLoC6rGPMTaCzWHJt1CWwhti9g+xB7iPfrcpyQDCS+j4Ld2XxgeqytBZUaBsH+jLaN1GYtIWdHhPVbzMioJ863IaQCIqNVkWjKgWezhQk52bNki0qd1iZTC843MasEm5VeMBQPB260NPZTE3wFFmtgszZyMAVmo3KvJIzKebNZJXuZz7V4hp1ks8r1cqiwwdPjVcZOdo6ScT23b6H7mjBpKxitVeCSCJRyrS7H21u57YyOZxaceZzJxOtk6Sb3JLdP/f3bVJbnFebbLFbMxCH7BdcPz1SYF6Imq08EcgP8LvRrCYuVzemiFv4UKM17eizfWbOjJUdWmHMk10vRZs3ZobnfEkkMoZNKfRCXqmFtiMdLfR7PcoDxCK4ztj/MvQlSioDuiZxOrzin7Khcb5gtu7C27KZyskIxB2CvfvnLX3Z/93d/5+5973u7T3/60+6www5Llrv55psxNesv/uIv3K1vfWv3sY99rKjfcOqpp7rXvva1yXdPecpT3KOe/zvt8UgzGPBtkL4rBkbSEXPQeBsdfpT2E6wg+ju+mpVyE6rmJsrsU4Jts7Vd8VtVH9H2/GZ/a9/wucaKY07OkdK+eB2C9meiyeI7RzAO99tnJ/fkI2/jRiE1yhuU6Yv0qrRrh2kf5JBdYfquySsYbiAbEBy8vq4MFTBg11he83hM4/K1iV9PkrYfzlNyL9O1aT6ng5a4Vpn7On6gz/I+B2e1dk1l27XD4O2iL3i7WJv2vdNe7jEvPbzdntp91aB1K4t2UeoVP69dKSP8fLF3PxErnK9ZHUerz+P3R3B28uVy94fyMf2yq+3KPcT/Zs/CPgfu6R7zssOb71p9WI9rPS/f0rhyH1MZBJXPtLaf4n0n9Jhzz2bctr9PBmQMcwM4ygS0751YD5I/q+HvSy65ZIrzsjlx+umnr3cTDItoy77ot4MtK20Fab9mxqZBxr71K6SNUMcgMd6W+ty4uVK/x/r0xD7238WxUev7u3Zcu//cR75+ck5z25V2bUffGq9LSL9lxVf22X8Xd/QxB6Bt6+sEhHT/4ChFmbL4ahe/apyvAzcEBxEsAnE0eid7drWxab0tSzZtsGeZVmzjxOi4LiU7ta8do1067Roo16pZvHDNVJOlY/6U2OoF+2PQ3eZ9D9rbPeblWlXtChuq9VXlyY39wiAdy0XAVHMw4ery/ub3BhJnaB7Eggu5pmXPUeG4xoV1qU6AywSCwzPX1FJp2yhqM6N93hyPD4LIFxGafEO5jbXvwXu7x73iiPZxlFCci1Us38f2rJlzqNcrZ5vWIGO/Sl9MfNO2O+4/PrV8PU0wMNqwsn18H+FNPgtmy25cW3YwnhetYZ1xwQUXuIc97GHuyCOPdJ/97Gfj91/72tfcscce6y699FL3O7/zO3ih9t9//+K2tOg/GLMf/dMvudXt4fTxyWIuqjHUNVziRFJWICTgQBMePCzSFAozhXf8DOzVUMApKfwk2QlSr0Qt3hX+5rcGZ4FypmhsXzeLlaPVWWpstlwBpxxjSxHN9oWtqACWiPxj4Zwgbg0i1Tvt6AYwQdlpRzfeeUc32mUHt7rzNve4J93BfeT8a9z2nQduZZeBW9l54FZ3cm51R3gBOxUKWo3deBnYHdCZ+u1jVUAwNlcGbrgyQAfrthsGbulm55Zugtc4vi/fNHJD/Dxyw5tX8TXYPnKD7fC+4rWqVsK15YW6SPxdY/GKa9PSNCpUfGxdr2CsJ2wEYkOHokXEqFZ1b/j1UwvssGvGj4e0dOm42TVtsZO1+45PNnKFwgLA6fbxt3y+Xeigdl81EBHyVrvChCgWOYPf4d7MOVrl+SIWISv61jpfuN6MjoOOgf6mqC3dHyD8zpmsmvA8315G10ttK79/6J3fQ7SM8ow8+sUPcB//qy/EdWRhsF7Xeloma1anapzfB9t+kaVa0HdF8OeBrhm/9+R1S5pXuO9Y/xSLD7baEfpfuG+2Lcd+GO/3XXbCz+PlUARwmbStgmYZNIUxRKJRSpP58dide8Ep7g1veANWY99xxx2T8Ru+/9JHbnKrU8hXLi0794An79javsGw0WzZj/zxBW71pjDGChsuO+aHYiCxCBXr+3mRj85xn4LKLadbpg/UtF8JyVjAspmEbYx9Uyh6qhaF5MgVT+zSTmdQ6yLIc0r7aGXcCLuuq2+FfnV5G/apgx22ucFOO0Wb9tEnHOLO/cer3cquy277rkO3fZehW9nFoU27srNzI7Jpdxg3Ni1vDjpTwa4duOUbB2548wBt2OHNzi3/prFpl3/jbVn8/JtVN7wJbNoVN7hp1Q1u3u5tWrBnt2/3xwI6wnhcq+UxmZ+T9AS7aeww/8bmF9q11uYluTkJZ4jKNmdsdH68RfuDxuRCmx/z8gd7+6bHfZlrb6eeZti/LzyUzqlwLMcxHP5ecuMdtqW6lHG/6fzWz3VW8R4Z37wd748x3SNw75Tsitw5EsjawtK2DXYtzg3h2PgxwbHA30tUrBj6vqU2i1UGnphDFepx+Pn82LkVeF9tnQM8bjx+ev4bG+uxf/wQ90+n/r9+Nn1X4Ku0fM725M9AkjFaMedQznlim1KdmZyTVV7jnP1KGb4yiK+xnYVudxIY4s8ubz9nyZIWK9i2uA/BYtXufxoPwz0B1x78POdc9nqzZTcoNjSTFaqtfvKTn3SPeMQj3L3uda/kt4c+9KHuLne5C1YaI4BW63HHHed233139773vQ8N1BrABEpO0rZt25YuBA8HPDi5FFp8GEPqh9JRNCzWjKMVCihBSg89wCHuIeOY45ji5MPLg5hKmnFUas7V2F5dKkAteNU1YIt90bKx05QpWPA9S8/BZanf5kVfxP5aVQlbFdUzg4lmMEfGAA2IVJCKR/TzkTksfYUpU+SQGLjxcsjMQXq/Tx3CIlhIHRi5AdJiQ5P45mA7dL5W2PVGR+5qkxItZQPo2GrT32WhAa1wlCx6xaUEaBn8W6R6aE2oNI4xxSn5e8rYEE8Di048t3bQ+gjtHuzLUpSVk0spkTOKr/G0IS8hoSDnYE0mKpm+L9c/hZQrvNti8YlgWJOzlYrDLSpyBfxy38V7daRLB/DtsurBCWTRMW2yT/uSDlb2O/Y/1O+QZAAVqYvG6LDpOOk4eECSHPPocPVsK/qMhq+syMqKSHA2TKtYQM29XWLC1GBThqcNW92WlXacT49uJAPi2E9OoZp4Eu9XWG1CtRAWPueKk5VvR/ZTmu0pHa78t6RyPLNhhc0a5VhysgF4PNzGqZPMwm0LGQb/nWLfSru2CzK9ud0AP5EPkgGJVEBkogJzr7FjE2Ym2cL0VWDtRQZs/Bv6aF/4tUnVDbIQK+w7PIdp8at1R04iQsxLWnMSLh3QhS67nKQRMvZQ4mCl77rsRXGv0vKJfIDyDMTCmZqcBmsL2XeJA1prO9hmOXpk1z1ORTWzG+9pM2vnWQSiG5IUK8zJpQLIHuFFjeC7yNwVu6TZelT8C5/RlArXBAsaz6nwUcYPMd022/dyVeG0vu3RHKra7xUO1iQYKJuEOoB+fuGJqSwASDZu0g7ez4WirbHwFTlz2f2h+XcmnZOZLbuw2NBO1iuuuMK95CUvcaecckrLMAX85je/iQYlpFo94xnPcIcffrj78Ic/7G5zm9vMvkG8o+DOJgLXsSp1KjTw0cQxGiIwMA2DkyvjaA1V2PEB5ywjUQhe7isLHoUqaLEmBmWuYxX6JS1nKzdaFQZuy9kqIB2sRUYtj3RWdO4+ygTXI3WuoqEa+19yovMV/Y/eYeAwRQsNWXpHB2tYL47EGUcr3hOrwYEZjBm41vHcruqOVtVpU8MOKGhu0rmmCRdNtuSp5MZpyXnUVwOVG1rT6nT1Gdim2Rd3LpFhqrAEW8zt2nZLpvKigNiG3MFKRiqfNFO/13HcGGHm7FbucKXJNb/3Scdq0RyutQ7WLmdrDWtWOlbxu2Feo7vEKGafo6N1tZkoY98TJlo4BqIeNe0rvPH9IHvWM1qjhhbdI5ThQRN0mrzMYoJAkiwTrz99EwyGhbBlJZuOg5xNYbz3+vUssMrZp2gQdTybsf/BD7HPbia1gkWUW19+x52qBG4HYjt5hgr/jWV5aAHEnKM1bKe1Xpc9zM8pc7ah5m2LpNl2ejfH3dZoxPbysVUBd7CiHboqXtAdYxVtL3UVDVGMl4VK57mhKvhLsa8nRy36T0PK9WCEzo147KjlHRiDYCvTeITO50ZPvbra/YTovNY5Ryt+ZnUjZqC3X+PYTNAarwe9KrQnzlaaO1buW47l0bajdvHPHBhQYLdvjsEe7mdOtGjaUhl4UNDS+s0cVxNgZnqsnAHJnKsxELwkgsLiWfQuZv8bHRXaTLifzLM7Cz3WpBGTOvQqbU65Ts0+sR8etnVZOalHc4LH7wdlUgc5VckJyq6lmnER2ovXkjIuQEZFjjW5e2KJZ18xGzZHaKslCEiYLbuwmHHllbXFgx/8YLfrrru6d73rXe7HP/5x8tsHPvABd+WVV7rHPOYxbjQauZe+9KXIBvjEJz4xHwerwWAwGAwGg8HQA2bLGgwGg8FgMGwebGgm6y1ucQv3xje+0b3whS/EwgCQPnWrW93Kff7zn3dnn322u+1tb4sFAS666CL39a9/3R1zzDHugx/8oLqtBzzgAe6+973v9I3CKISI9Eg2H6W44m96lVZi6kTNOfwP/h95NitP00dGY4iOBOZr1LcZNwzQToZbVhtQpEDlWKxy+x2p5xMxWkO0XwWXCciBMwZjBHbYjniJZdPj4gWriEHnzzmefmBuBYprlAzAwPDYSwcsD3wTQ1EsX+jKs2Q9wwAPPu5uiJFc59z2kCoP1xd0eug4cFPELGnYrFBEqxqlax9SkoHd0PoZ08NFmjJFIOkcKhUiEzB9m5bOYwmo38MYKDIKmLl+CQtlUkwacaTVZdSUpWyHBaq2U9STm5EcwKRIUsbiOx1nGkWO7NWuZ4/SePCPkMrDU0N5sB+eaykZQCnt641pr5eSCZFUe1XkYFQGa/jcYrHKVCu5LoAq3nK2sJAMQDYS6jSLe5Tr9wYNtygVAGw5eX9wVkjcBj94cX5qnm9LsTIsCBbBlk1loBgjj1dN57ZeNFY6xqquPp36bGYfx/oEFX1iZL22D4gxjkImlmTKaWOnYCOWGI5F5Oxh2kaUSWD2EfSXOQmCnG0b0525huRS0MZsp8N69ZYggQW7BpNxdYx1A0DOagz1AwY4y/DNDAWxmvYEOQGyg+VhknwAvhiTL2QgcCYgjT1jztIL2XgLgRybFX9j7GNiswI4o3UShOuZsFmnkQrIzmOYxFI4FrwWCps1ykGxe1rqwSZSAZz1WQI9EtqzpD3XlCHD7bgpbHGNHd3SuU1s1lTLM8msYangpMOasFgVmRTP9g5scXwgg2yActwqurLdZoVM5m1icyq/zQzAtpZs1tacQdHO1jLneCo/n4vwbeHfbPwoZVvw7Lu4P85ebeQCmizlZhfNPhXJG/y64jyaLbuw2NBOVsALXvACd4c73MG95S1vcW9729vcysqKO/DAA/H7V73qVW6//fZz5513Hi577rnn4kvD61//+v6GaSa1KjpaubOJJqRBlxUeUO+IG+Q1ahId6bAcdgzBmQcLwPqrI/8wo7YSacMGPTxM7RKOSqLAy5QmmR6iabF2OVgrHLXhQNr7YIZr4mwt6F4120+PUXU+ScFupgcYJ/qhA46OXGmcklg59ZLM4Yq7GjI5geR4vWQAOlnhXC57xyveFlwuIFmvIBuQON4VRyukfJEGTMbprAray3TkakPU3+++oeLex68KRie/H6cdmFmgId9WluZXcP5Gg5M+T5OuJg0B+luTCsiKyYs0eQ3TGPcTghtZqlFNxyCNU5lekzjzCvefKJyCBgyl8uA1DYYsBZzQqIlfzt4w1e63XNpgTZGrWaVv5Qq1aM5VamupSBlfl0kykCyAf/7HiWRAkvbJNGtaRd6CczUpoEOpVjzNiheSkKcBr3Wf8zilJqvBsFlsWRqfWxr29D1L3aRnlxahtHdOIpBjlSANAOJf+Dwz8gHv37XxRKbPY7uELcsdkrFgCX0OxbA4UUG1hUZlRysgV9RLnj/tO9o2nT/cXurAyx0zrY9ptYhwPbhNS04h0iIUtizKAsBxrQ6CoxWKtIZDGgzcCByteNpC/z5gklkkMRDJAo3NK52u3uEQ+md6Zw4qbB859rDGQLju5GxFh9+UklAllK5zydFK9yfX1JXOVomC/diMo6lzs+gE1PajFRHWdxiOf1zlaE323TQmLVDEtUu53Sf3F4hAURJPviq0WP25yejW9khnV48p7C86jukZ4vIHiaOVSQXQ5nibeHOC7irO+Pmh5tQAku106NGuAzRH69xkPaScFdmq4bekdoCs+0DyU5qDlRzjHInOf7sgIyufom8Lfgd/AhRt5fcFO1d47uSporlL2E8dzJZdVGx4Jyvg6KOPxlcOz3ve8/BlMBgMBoPBYDAsGsyWNRgMBoPBYNj42BRO1oVCjGLih4YBENmlrEiLjPqzWgIJkDkQoicY6aco4BijvnHbqxClge0N3WAVoq0iMhiYrYjV1Wa9wAZQ2awhzSqyWONxiiIJXFIgE8VqVb9ufkjPHbWHr5tjtXJwFmtp32GflJpKaVXIEo6RSopOidWIpcoYrESQ8397qYAoGYArNS+suops1sBiXQ7NJhYy8TviITTR4NgUYufBnyvNUxzZrKGIQCIZQKyAEtMiSRfkKfghqj/uECNvXY8m2lfiDqpsaMFE7kzN4/dtHxZuDSSTglcj7cNAzBW80qQCWApLwg7l7Bu5b1mYrtSOSdrfdWz8GRPPaHqcLOLL0xlzaTutfbEoLxenR+Z0YGQgo1ywYTgLYtb3SA417JtJr0GJsR2QsFglgxX/rpQIUKL88Tdgs2LfE9qD/QIU6PNFchJGAK1LbSDmKvTDy8sNGwZYrLzwFaZeEVtEtMGndfRnpVqKlcEQH4VkvJVpwWHsJ9s1Fr+Ch5KkA3r2Ty1Wa+z7FRYPH9v4uCVtFvE99j+saKv/rMgiyL/7sBzVgyvbw8k5ZfZui9HKkdjAjGXIvqM+1du08M7YW7y/pIysYHcim3UlFGglexVs2GVvw3kmq8jeAlkBGFoDozWyWUUmF/XbPpGPGF6DpHo6yWDF4ldh3M5mE3F7b16ySIpkRlN8V2ceq4xWuVmZWSiRSdVPoKVG8/b4L+uOk56nLjZrpq3ctuNSAUV7jtsFNdePHx+tEwokxaKa0zKdtXOapJqHOWIpAyseN5MKoOZJO6iqTWtkp06ZPVVkrs6LgS7t1RyDdZCZb1DfyOf54nzHyxV8Ln5eocs5yMJW9DlKCYiCreq9oM3BTS5gQ8OcrAaDwWAwGLYWrCKrwWAwGAwGg2GjwmzZhYU5WaeFFqWJkU/4EKLVEJ1PCoX4CDKyHWMRAS1iyfUZKSLCGK2oz+oje5GZinohLOJHeoWS2coiqgPOZi0e7zjLYu3SYclqC2l6rWJZzmxNWK1J0xTmQ8JwHOoR/23LiSZrjHAtUeSJMwmbeg/EYiU2ALJYSRMXrhCxrug0MSbraDR2w1EogLWt2S42k3SvarVZgc26FCLsyHAO2oiky9q+ENrJc71B9wLqLrq2Liu+pUyNFvh15swEqbFWU/xKsrDD7xOB601GVm/HvrJtZNHLAou1pcdag9oiYbNEn+i6ZDTQd5IJoGkjZe+ZRsc60UoK2p9RL5n1tU2RhzlpWlWwSrPrzRsai1VjsOLvQoe1xCymYyYGDDG+4dknNitmZwRGa0Cyf2KxEmNkecmzDUI2QWSzwu6JZSXbozGy1/J5MBg2ERJ9Uip6yQqU4l9ky/LiV9QPQyYP2LaUsaXlsUiparRnwwdifHHmpSyExTS3WzqOlHUlMh1ojKDjiOzWXOHILjZr7Xks/BY1VdFuUpiScj1+nMJW4DrX/p3pSIr+2xfGbQpfjVdChhUysWhnTI8VNSdpXf/bEAqxkjYr6buGQlgasTk0svBqNL2jLutaQVzj1vxE6PCW9FlxFSWTp5iNJWsnSAappvFeshXlTx3Zf51s1txuOIsV77lmbE/sW0K471q2HXtWk0Kmyc4Cy5mYz0EHPrHJW6sUWMAaOCsyPEeRncu1PJnd2mmvToOueyYUiEv0aecFaePmagGUkMuei3Zmz+3lsq54v0eFrgSDVWOf5tsVfC658Yytn+ixBru1VUdg3GhUqwWq4zhgduxGhzlZp0EU0hcPQmI44R9uDI4zXCfjVA0FqvwznEnNlJ9DAaxEPoCMJ+5QxbTtMICBjAA3OvnAqnV+suBVl4O1ppMXxkz6U8aApZQQSkutKYwj9tdKbYmO1TDJhxTVZSp+NVQ7xvjOHK2Jw3V10HTIeM7FuuG3AZMNwMuEsgFUwCd4ZBN5Auyt8fd4JsKEx6fukRRFKCJAkgHMo+QdrmxiwbYzU+cRBRhwQE2drem2M8Ud+L2Uk57gRQJkGtmkoPSe6JCThX389qNR5xtSPn/MeIgOVoLmYFVStzV0yifkmiMLKXS1v7yxzPcsFV1+P8w4WGMlTn7OMvdd6OfwOaLbG5sS+jG+f3qOqCLteJX1BzOuYjypo3VOaE1yOu6zlnM1dx0J/PGFbWNXNUodrWG2nWyB7ZckW5pCV97BShIBrYJX/sBmc4Kw851m/dk0w2BYdwRHY8vhGO27UGQJCQP+2Y6SAW5YLn5FElmETGomSWLh/qjHgM3LNNuYxhxsIK3olZQKgGPrStOmbXNER2/BCcdX1+yVnE3MHdhMOoA7W7vQkoPhhQSpqFQMVA2E/Tr2EgHBuerTWpsCrFi8kH4LXAM0K8nJusIcrPxvPN+cNCDOpXSuUvvh/gp2KzrT5BjdJ7A964I+UjqgS+JByJu1pZ3040icseRopf1yaMVGc47UQnHXxLnLHa2hjbTtVpCUb5dsBrIraskCkhSTuedbRJHg1I4FNalvEs9ftYNVnktplwfncZQKyMkE0GFl7JOmADXN98UCtbc29hcF23Uam74vJnG0StTYc/Ie5sQAAi9Oxq5PttAVFVXlzlHcl9h3GIPK7Uv7N9W5yoOGjHyVgBcq5+NoF8yWXViYk9VgMBgMBsPWQtAmnHz9GbbFYDAYDAaDwWDoA7NlFxbmZJ0GmH4UmJ4MyER0In16ddWNIfWAov3AKMVlBAUdoyZtRhSl6sSoW0xLD6zIccpilZ8xWonyBIEtCSnmWDirCZ9Fxh4FyLqixsR8YJ+r0BHZ138S62jMSA2aMDxnsS4v+8g/FF0JUX+McCGTqk3zp1SohMWK5DhfdAwXpSgVFr8i5h2TAAiBSJR9AEkCYgwsw6UBCYGGCYCFAfBviHDD7xAVZxosWDyLWCWNbESUDBgXop4zZAV4Jku45xO5DFoAtQv4CukGtPuIF6uoKOQUUxo1WQohal8ly8FY3jqblRWQ0o5JslgzKUnF9O2aQmG531vHqBTv6gvRL6nyB/x5y6WNSWarSNvpiirTvQ7PjS8a1xS7woIalG5I+y5F/bPHOsE5itISHZHveTINVLaGuM8wZaqCwZp7LvD38P0oZbP6DIvAwhkqRQ75PqnwFfa7jWRAtuBVZB2EzXFSNmcA1Fw207EyGCKy2S3SFuVsm/i8CekWkgwgW7bUL8o+JkmJp8ybYMdp7ePfJX2AIhWQZHEJ+1VDIluQpmxPXeyFyTH4zSpZP4q9khRtZGzCmK5NRa9kajPfBma1jVnRK+hTaR7iWXbj1YEbwfg6TNms0TYl5ioUv1oBViwvghW2XZPlE1jJKmORil/VSJnNgZWnSgfUMFr5/d6HOa2xWQvoLHhVYrGW2Kzi+9w9R599gTXGZqXfJauVszk5OGsvIxVA8xlkWBPTlLFZ/WI97bXM/DCxl/DVMMKTTCxchx0GMr3DPJugySPEFQSLVzv+RZI+0rK1+rJZO2xjlYFcYh4n7ONMkatcxpw219AyLDqOhftnmoyrjL3Kn7GYtSkYrHLs6oLZsguLeaiIGAwGg8FgMBgMBoPBYDAYDAbDloExWaeEpvNEouetYkAU7QdWVdDOBI1UjHwInVaMhkmBZWLqIQNIRgf9NlRWK7Jnl1JG61LQZyVtqy59QqnHquh2NW2phBYRy+1eMFfViGVGt6ils0NR14TFGphUxKrCiFRDnUj0rEKk3jPoiMkaTiU8UaDLikxWpk1K62KD0hdEYpExEJipbtkz9UCjdbBMrNawTfzOr4RRMWRnUKEY0D6D5YMu67zlq0j0n97xOzjmnA5rJfODM1i7wAsEhG10RUJVTSl9wWa5EpuV2q+ydBiLVSl41VWEqBMk6kvPZC7qyfW9tOPsGy0vFg8Y5pfhkeUkyiwiy5o2K7Qx6PYBsymeHWJsy+3LY4oarfL7Dt23Sc7PWrAPNFYxIdGhqmCxcj0r2rY8/zkECVYEjWuRWQznQbBsOMNKslihHw6a2FzbSmMFaKlS2YIrGizFymAQRScVbX6fOtPoskInHAtfNcWvsO6ApstKtshSqB0ArNQSvUPrb9B27XiWaXwjO5UdE7fTW3YFL7iZ23aShTOa4TjQMCNbjFZRbKkFrX+nGgMsS8BrEjbn3F+DJgsLWKhebzWMjXAdoRgWzBFQk9Wvy/tdb3sCc3XMtgPvMK9otu1tWsbQotMCtg/OleCe4WONKH611tAKTE3KaK1lkvJlFeaoZgcnzNL0h+y+5TppEbUCmzW3n1wWlshqaqHAQo/6yiqbldWZYPOOhs2qFAqrnR+WnifOkOR6n9QmvgumQOT/Jl3q9Fi9rrFnL/K/43JSazqD1n1A9uskNus0yLFZ+/SVfP0aZiw9i7JAq8ZipWLWubkGrcvf6RBy5i/3x+B66XbieuxaRE3rZAdKBhYvAFelyWrSV4sKc7JOgSSNmT8IMGFHh4youg6GKPwEDzxPqyJHqyx+FezZZJ/YOSjfJQ8zc7iSgxWNYPgFy2+nRnJIs812zLlKpy1n65wcEdiuNOVUFTjnHX3JwUqGKDlYId0eUlTx3csFeIdrmOTTfvBywTUKzlXmYEWDEp1m1GGGc0oi1/GYyQEbHKw8kytUcY3pWTiX8fsKlxHbh7bFaqjeu0wi8HBORtFg9ZIBrIhANCR6VlfPGHOxuqr2HTpa6yrwIti1LBYIkLIcvPppV9ErOUlRUp6Sd75/ZjBGg85JwX1930UHK6X3FRysWcO4NnWOjFBeuIAXCetlBBWcemFfSQogvfN0HUq14sfEjKEkgERONrb/mG4Tiv5R4StK0yJHKk7e4EtyrHYYnWuWkjgr8GtRa5DydD66F2kSIScQZCiqjn7ok0QaMFUSp+/VgIO4J6jqK903wcGK26KiBDz9qmTw5lKvSqBA2KQoNsZg2KSgQlZoq4biVyQPMqlkALdjA/AZThw+XjagJVUgZQJ4umWQ9Iq/TYpaGZi++4nHmDpbkwKwUX5pUOdgJRtX9OV+f/76xXT+FQgeDxs/w4gXvAIbBd6DDdvUkYxOVi6bhQ5Xkg4gKQJ8MSmXEkpjRtd6s3YoSYmb+LWYdxScrRM5XLmzk7bRGeTs3q62jUSWQO67Yp85gkBS7T2591gxPCWQ03IqJW0L85Zgz+E9qjlaATUFcGscrFTEix8TP7YSCQKbjqVZY7FhAjlVE6mAUAwrOU/8HBTv78Hsi9r2lQzA7ydk9bBr1SIKVG9DsV/7Olg1O1Obq+DyYt/Sqaq1T85f+Wd67GRwstrJarbsosLkAgwGg8FgMBgMBoPBYDAYDAaDYQoYk3UaJEL6IooTomwJmxUicZhNqaRVRWapT0OP0gG5qJGInpBmfQx6EDM2MFfHDtLL4X0UWZeR7cVZblQ0CSi3AqpUQPOjmxta226zWrUUcZU1KKP9MU01CJvHF0W6JG1YFrxiUgEYtfDRYcrY99eSRb4C2SOyWTmJmF7DzAu2CWlcEBrBglks3TceK0/jC6lXqyItWivcNC3LI0SUEzZr1aoF5iptu4CEzZpsp/1dViaAFWtqMUejDEJT1IDYCVWC+3RzKKzqvizW3pFj7brm2Kt97gGZ1sMLeSXneVAXeaYMLxFZjqniDPisE5s1FBjwDFbGHO8CO7+5pdeMFTAjFqvKmObMDIBM5+NsJ5ZeFdmrGhsFgP1bkzWRpPhFiYBMu3nRCMk0iIWuKOWLFR7UmDj88siUq+oUq2n6vclXNRgWCa2sJH2hmFqF4zx9H6Wu+koGZGzbAlosVvmekwqgMZvZsJ1Fr9RzMGdmWKsYVmBLUj8v2b6Sdcf7VpkyS+vg4fvCV76rH7mRG/rLseyLV4F8FalQoZ3Diw/SdqhAa2SzAoM1FL1C6YAgHwDHB6n/jG1Vw2wtjc9Toec918VqzTFacQ5Bx4s2sTJH1MC/LxXNkuv3Pa4cmzW3X7a/rMyVlsLN9wfMdtlsbj9wJnpr5TAvxf2MdDYrz2yrKZrE26qyc1MZhMR+0RD6OWwqFZHjD03sq+DZGKVSAVEyoJLFKu3AaYvarjUE27g4h5fr8OJqzcL4ltivpcK6CotVY7BWyQF00RZHBXkrdv2TLIyYiVFTRNFs2UWFOVkNBoPBYDBsLQR98snXN7kAg8FgMBgMBsM6wWzZhYU5WaeBjJAz+MIfnjk4Xlpq2KxF7SpfiIp0WWPxqwyblUdSfD0Xv5xn+IR1Q0El/BmDgEPPZkUWI9PPo4hRqfgV3zefnK41wysT+Y+RMKF9GVmDksUKOqxLQY8VC18F9hRpsTINKtpvU4CKIvc+uu9ZrHRJg44qFA6gggHJdlItq8hsBdBhEauZ2hCusWe0Dtx4NeiukqbhEBikpB9K34X7DSPt/tp6dgCngBXYrDGCV6kqwtis1ShorhaXZVCLBGhs0AKDtVlGMEVYQZ/IiOHFfeBa4D5BQFe0P6cLnGMBhHVyDFZVjzUX9dfAIvy9dVklgybHUhVFrzrZuHL7MdLcFpYnzdWEzUpFMmqZMZKlr/V5s2D7zgPyXMrnMvecdumLSRarwn5S2xHOBWouErTzIxmxrI/iDANkpdDfCou1VXiF9kc6g5IV0AWL/hsM7Wei9MjAc0Z1AoixCuMhrZuzbbFKUrA5g5kT2ayhTyB2Y8xOkOBdsmR7SfYPfceX62IErWf/TvvFNmSKyBC4XYvrNKy7xNaQmtp4+IExB0Vv8Sevxwq6uqNlb1fCNRnCOLsErEOvVZ4WgeUMrCY7CxmsxF6Fza+MvDbrStBmhX129bmUEiaPl43RrSyTeN4m1H2dktWa6rTyAq6M9ZrUfhy0sqOyqC2cVTiuLhusxWYt7DfNimmzWBM91tz+5LWr0h2NDQiFNsP8BhjSgs2Kmxr2yGqbpogXbj8YJKE/gzmin48GNqumxUn2CjrHWAYOZceWGL19MK8+LZdhq7ahQjOYX5/a+WZcvs1mTVj9AMli1dYVKDJY+Xbl8rJ5PFM4Mli5bnjoS5HtzwrA9dJkNSbrosI0WQ0Gg8FgMBgMBoPBYDAYDAaDYQoYk3UaiKrdUosnVpYMLB1kxZF2FUR8w29JxAKivfj9Ujs6prVB0ySJOjDhL6RYQru8FlaM4nFdVi2CjCv2KUW/hqiJpFGEEplapM2a6q+O8XOoak3fcR0X2hRjsTbVVOHyeA1SDK7CgrBpuJQYaPVRVx/5AqYyi2SN2LbgXmDb9cwAzjZts2Ghbbg9ZISFcAmyDoBF69sfNa2Q4eD1KyObZES6rIzNqJ1Pqb8pQYxtuh65aqoai6RLj3UCqMzV5sfk+7Z2KGOUEpYa9gJeG43RSm0HTUkJzp6dgsXawjw0l3JRb6n9xP+WrHGA1PSk3+SrAmll+QzDSbZVe7UYq6Lf5BVqE7avYLWuJdupdI4KFVnj9ZB6rMl7W8MvsuITtkpBe4yfwy4NtET3KqOPFduQZ7Fy0iyxWH3f7J9BZAPQexcs+m8wpKjp35g2q3+M4PkL340VXVZ4Hh2w1oN9CzaXxmYN+0/0lemdKtSLV8L44fY412XtY1esd7YCQcvQEoi2hNCMbLG4cHvsmIBdCu8rpFsLdrG3G5G5CqcAMgmGPJvK/50wMum0kr0asrI8a5W/IHOO2Kykz8quHwd9FnMPn7UVGIw57cmuazcti7UHq7Vap5Xb0OsIlc0qfo8g+7UPctvm36us9FF9u8nugf6Gf1/BYm1+TO3yVtaP1v5w30WtacgUxe+kwRJ2QdrE9MzAMSL7O8gX8eeC92uazS/a3prTrXef1nGftPq2SeZCrY2m66kM01KztP6Wsuv49nFu38Ha5kzVsci8gutE131VaLAypmtVZqjZsgsLc7IaDAaDwWDYWuDpxBOtP8vGGAwGg8FgMBgMPWC27MLCnKxTIAYYYtSJIuchqkkkNopGAbMIloEALZLgBm5A7CqI4KMua9BrAbYr1qr3757VyqoWUgCloNeKbNaoc0URPBb1k+vxKLgXeRU/N9HkGDFbkOg/RsQks46YXPA9MVjpN9RgbdirLtFiJWaV2Elkm3ot1kBU9YzhwHKFy+t1U8PtwDRVNV3WRJ8VbgWm1eojYI3mVfugM9ePvwLbMgq6UpSXXUdsDtOPUs9tDXhEGSCj0B3M1a6InRrZzDEA5LI59iqLnOL1UY816K0GVis+VzxSTqxWDXy/ogI817JqHR/9Tc9vTo81/q1UrmXnN434F3RY5bOssFhLeqzt81tiY3bfV8gOCMt16vQB+uiyQRtzjMdStdZ59nc10XuNxcor+3Jw1olkZtD+pBYrZ0Fx9qlsBj8HOW0qtYJrymT13zmVwRp/46SQyFYLLNbIAhDaZgaDYXrEvgDsBcFi4+MSPKCQzcF1WYm5GnRA0eZCPdCgd4gZBvT8azYCPfsi24t0Rdnnhv3TFLQrsvNyuuTrac/Wah22snQqdA+RIeXfcW4R2FVR4z+wWNEWXvH9MPXHqUZ62J6Y//j6AiG7ABlaYS4TmKw41oL9Ka+Zpj04aabOpOy3Sa53whROWa1FRiudRzj/s2CzZmzd/pvpOHeqzazoscr90zFr51jLBM1dC8y2DDmDTJcV7jvMRCT2PGOz5o+FZey07PPULk/ZoiJ7BxjgnMEKmZDEzufXVx4zZ+YTm7H0PMhzxEHP5rT6rWuMEotVXqfk+swCVERF/Y1p+MpdMhZrF3hGBmexxv6Q1Q+I9wLct5LJvcGuqyGFOVkNBoPBYDBsKYwxtXlyAxYDawaDwWAwGAwGwzrAbNnFhTlZZ0HRllFXzmjFCFOIUsZIW6j6LiP+pFPFNV4CW4c0XFHmhUtoymrxATFywj9rqIleBgakvn6hOv1aQIvgy+gXVV5FxiqIpjZM14Y91bC4kPQpzwuroOpZrBCh98sgAQPvBWDGOTcCUiOwM+DUDBVN1VhhMGWu+sqsoPXqq7QOw9/wHjWtQlSsVUFbMNPoGPHeGXqWJecm4/rAlg73IVYMLrEHtCgjQUbhS/cBu49UB4cWtdMi/6UIs4ikF9mrrXUVRuqY6a0yGofXoet4hnLRf/pOslhrmBgz0mMtMnm6V9b1WOm35L2g68kZu6wPAbYwtg01o1O2Q6JpRevK7ZbYEMAYj6c7VLVn1Wm5LmtyTPNkO03KYJXfs+uRVgJmTAB6PiRjlbNYuSY1Z6MyBGW/1m8tJivbR/RLUr+L32vbEIfOWaxjvUJvS9usC8R8mxRGMDBsJtRqs+eAaTye0RWztMDeinUGQqUA6mPIBqZxRAtaJLqsTMuTmJBRv07osQL6PNuLxGbtg9J1CdqOXAvXs0ih38SCAjjWoe0Z+3w9oyCpqA2g3UZd1tAX43eBmaXoDvr3UdDNZtqDsr7FpLZLX0xzjXMZP4y52mK0KvqsCZu1LxO1wm5o2c19odkaJb12Ph8gu05js8rns/X8jirt0AyblbcnN1/Q6iTERZRjxLax44j2qhN6rCnrO26TrycqyqvPBWfo8+1QvY3aZ2M9+rNM35RlsAK0rL4uyHkEv+c40zhof0cfC183vKM7hu86XG51XyLTjn+H4Fqssk+ka8/qCCTsfv537TkwW3Yhsb5q2waDwWAwGAwGg8FgMBgMBoPBsMFhTNZpgJF7pk3KECOXI6hWH1g2oNeC0eVAzRkolVgpOk/bgaqsITrmNVopuuIjg15rNde+hvETI2e10RGM6kFEhUXNEqZXpjr9WkXLeDRJ6rFSJBO+R+bqkhuQ/mr4LbIpcDnSnmLsKrk7ZL+FiDD8A5YpMo0haujZq0vAGoBdIIs1aFnhthVtF9JZZTqvkc0a3ocrnsUK7/j9CrFdic2lszVg31AptqWxC2xeIGrCcQLLBK4nHhyxCJbqKoVrqNRAbLEVaqJvuci/EpVWmav4JYtScyYpXy6r+8POS2TdBVEfOJ6lzLEk+9f3WcNgVfVYCfy77HVjTPRJtZu69Fg1Xavqe8ef4nbEOaOZGvtJxuiOepwZzVpqU8I+SSsYt9rb0p7OMH6n7fO6ovaCEaCyWDmrmB9DjlXMWaMl/dyWdqqiSSW2WcNWbVVq1UAskRyLVTACIpt1ZbWuP+rDFFDXn3xVg2GRkGg7l5bRfuea5MhY8+/c7o06rPg8Cx3omB1SyHjg+nZSgzWpxkwVujue/9CXR9YX+27m/XsfCDuhUw8f20sFAEh/P5yLoHGLWri0HfzsWay+Xw/L0bUJNnC8zLm+nTe5pZXNxmbeL2tsvfC5l56uvHaTsFlnfU1pe5LRGk4ktDOnz0rHORN9Vlp/FmzWGs3MnBa832lqc3Xp5ycs11H3dRK2bMxKkutnGKy0TsJixWeicExo+vu+DcH1pUNf5p8R/1y1tqJpTLM+rKUzrTH0i+djBs9GF6ZgRfdisdY8A/ycEBuV2Psa03gomcewn5TNisDnlbKKcUM+uw5XDFmrdAiaIch0WKM2tcy64rYr7xdldkbN9TNbdmFhTlaDwWAwGAxbC9MWFWCGtsFgMBgMBoPBsKYwW3ZhYU7WKQCRIowWyUhD0OJpsVnhN2SCgjZS0K9aXW3JfmCwhH+G6BiyDv06GGkGjUgk1kHURok6UuRE038h1pem60k6nrhxiuqh4I2iWyiq03M9r3lG/6ldGos1aK16xikxV5XK2ZJ1J4u1BpZqZJtidBH2gQfni0eGKLRnrw5SDVaMjmVYrAqTld5RjzUyWoMeK+iyBjbrcLvXcBmseAcB6bq2IunwDuxdeT8hiyTcm3D/Ri0apoNE+qMZNkHfiHgne7WGdULr1Va2l1F30lrVNH/YOUPd3mw7xnrRm8i01dol9Hq0/eZQeobWUy9Ospk0BiW953RzubYVYzskEefcMXIGK7FmKPrrWPQ47qfQfmR9Mz0v6t+QAeH1Wyn6HpkB/kP7uCa5JqV7oJLB6jfDzrW8Hrl9FL7HCD5jsbY/Z9iq/DfGek0yBEq3fdSrDmyBRMPMfx/HMVaVV2UEdMGi/wZD81h2sSY11jwxHClDi7I6yO6FLCzq42H5+DfLtmF9RWRc0i5lP87ZX+HvMU0w0aau6IOJAZdjs1L7YyPWIEMr6R/l+Fpm1pH2YMIeBpDmLWqxhr/hMIDpz5iraVX1oJvL25MMJYMC+zDD0mOfW0w9YNVizQmfFeiXKwS/JHuRM/awPR39/ryvo9BsVNms/Htm06r6rIBpWK1J0wRjtoSM5ruaqcTt8qiHGdi4ufOtfc+Pmf1ezOSi9sE8FM4v2B+cvSpZvaVsty6wNnmbkf22yvo1v4M2c5dvQz4X/LN4Nrrva98fdzG/p+7H+sz7lIyHiVis0pbVQJnAlCEMoOMkpjH0gZLNGu5Vz2gNjH5/Nv0mApsV/w6zaNx813kMtirtI8m0kux+xliOLFaZqVFzzcyWXViYJqvBYDAYDAaDwWAwGAwGg8FgMEwBY7LOQJNV/Z6zWQlcawejr41+Ff4NkasAz3oNTMPALoXQWdRLCiwA/Jxzl6uR5TSCEpkCHBTdBnYqRH2AsTqAKLnOZsVVULuQN0KPSs5KryrREOPMiqUl/zdqsQYdUs664FpgMmJPuwnB9EHQpMWwFHwGBuuKc2OUvgosVoxoenYokAWIyRq3LTdPrFjOZGW6rJHRukJaLoHRGj4P6H21qUroq2mL88RfcE7C98gYwDBsYLQy9jGxWvl1G0yruToBg7X13DA2AO0j0TLVdCiFvlJSKZRHSTnovskfXLNoclyFc1PLQpDbyLF/a/WV+PaSv2ekx6ppgLJlkyh1LgIedOM8G5EqG4dri1HpDGuGaXzltK2S5XjzUF+60fj1fdwoz2ZlDJmifp88zq4+b0Y6rHRMMvIfmfyyWi4H17Bi7PWkjXC+4Df2N688HatOR13rtN/jjFcVnJXEswb46aP+Evq8oGvVYrNKTasKJisw4DQ99VpETS+DYaMDs34Kv5f08vjfgcHq7VFis3qmW2S00jqCxYp/0r5qKo8nrDCh66keg8hSEGxW3/wOfVbehjkyWDWN3KT/pow4lIaH/i5oC2KNADi+UOUcx9LG9sVj3b6SnPuWJjfNKWT7NMjrQmxJzsyj75Nq6aM2A5lpsuYyqOL37Pp0jsuyrWuNGjYrgOmzAqpYrdJm58hou3YyWrtYrBlEu5w/o32hMVhr7d/wTCfHtbSk69HK56tT+5jpHAegDSKfH81uVY4tYa/Sb9yGDf0bnoOaWgscGkN/mqyrKRmstSzW5rMyP5N64DTOkN3KmavAWg0M1kb3OzD68W+aa4TrQLYtz6DDPtDXhMCpchjDcFfyUJT7lPRYkwziJAuLMVj5vIWxmKv1WM2WXWiYk9VgMBgMBsPWgqVYGQwGg8FgMBg2KsyWXViYk3UW4JGMGClK2XdqNVZWGRT1P2lbGA1hmjYYrULaqIjEcA2fQrSdGKyc9SWXyQG3GZgIGtsrMnG5PquoajgLTasaFitEn6TGlKbHqiGcYq/Fiit7NlXUTR1TfcHAt/CsgbgObhqiYWFVin7Jw8DrECJoCZOV2Fr+b2K2ov4qVdJmf0cWa4iMxWsrzxlGd5uo52Bp6PVE8Ro1jFaMfI6ayK9aobMQme7FYMUVlAqobLksmzWjy1qqEhqZzXRO+HuykZ5RW0KJ/VoCP2eZ81s8r4uGWn2rDPsCnyOmmaTrdjXLxmWEdlHCEJi0nbJ/ozbWsmYmuY8y6GSx8n3mmNM1x4znLLNcYK1Gtio9Y6hD3bBbuT54ZLkWDy68YRcUla9i3zng2lbEDiAN6hKLdcGfm+uuu8695S1vceecc4674oor8LsDDzzQPeEJT3B/+Id/6Pbaa6/1bqJhKwH1s/PPatLPKEyjFlMssr5C/xjqEkTmEGRtadtkq6TbS6uNJzqNmharxuBiDD6NzVrdv0/CBstto4bF2tV3B+Zqi0HM6kD47cDxBLYXs5FRrzWni9vBylM1c+ldMvU0dp7CYm2OK8dInvC6rQUqxn2VzQpgjNYs41Rjp3axWXGbOqO1b32FLIJdnrRZmxfnIJ6lIouVP/sSCgs+y2KV0NpI9y3PQJXJW9Qs+r7QL3RqTJdQYukTtCyAaZ6JGbBY63el7Evet+La4T0Mf/BrlNPOJX1WmhOG+jZRozVqtrJtYP8YNkssVW1eT18l/Z3QYI1/N2z+hPHPvkdMU5R1DWG2bBnmZDUYDAaDwbC1gGlaUxiyE87jwal61FFHuSuvvBI/3/GOd0Sj/7LLLsPX+9//fvfZz34Wna4Gg8FgMBgMBoNui5otu6iwwlcGg8FgMBi2FkjzauLXZA7aZzzjGehg3W+//dyFF16ITtf//M//dF/4whfwO/jtmc985swP12AwGAwGg8GwiWC27MLCnKwGg8FgMBi2FCD9a9pXX4BTFZypgLPOOss96EEPir8ddthh+B3g85//vLvoootmeLQGg8FgMBgMhs0Es2UXF+ZkNRgMBoPBYJgzPvaxj+H7oYce6o488sjW7/Ad/AY4++yz7XoYDAaDwWAwGBYGZsvWwZysBoPBYDAYthamkgoIr5748pe/jO8PfehDs8vQb7SswWAwGAwGg8FgtuzGgRW+MhgMBoPBsKUwaco/X78vrrnmGnw/+OCDs8scdNBBybIGg8FgMBgMBoNmi5otu5gwJqvBYDAYDAbDnPHLX/4S329xi1tkl9lzzz3x/YYbbrDrYTAYDAaDwWBYGJgtWwdjsk6AcagqvLRD8FHzKsODAft76AbDAb674cD/hJ8HbrA08H+Hz24Jfof34PoOrzG843rhBX8PnBvTd2x3yd9j8ffIuQG802sgvhvx18CNRwP/N+wI2grvVFAZfgvvY/w+7IzexOfWOZoEdF7pnIa/s+d1EN7hvOI7XDB2TuG15Nw4fI/fLY/xHV9LY/wN/sbLAp/DOY/LwGkI1wB/Yy/8rB0GnZfxOJ57eB/AH+xv2OdgMA5/+5djf+NnuH50HcM7veDUaNcVd0Pf4wFQe8L15pcKlufXkT4rwPsgB43xpX0llovXufnCv4tr7j+z685f9NsSvwDiWaGvYLFt+cPQ2jwV5Pb4+aVHKJ57+l5ck/gurh+/duHv6mdVIpz30nOHn5fS847fLaf9WavvYn1aPLxS6C8cIz4O1O54P4fnie79Vt/W3P9wLEvb6P5X+rZwPeI5G2fu01nfE/Jel88BewbwI/3E+zz8PvTbAzG+4DLKNaHrQH0k/Q2/4Xe+/xsPsYNKxiXqC5NrS9ey0C34hcbN9YR+LVyzIV5I3wdiX0l9Xhi7BqP0PfZ58Dlc/5tuuinsQr9ISztMd/1g/ZWVFXf99de7HXfcMX4Pf/PP6rpLSxP9ZjDMx5Ytd7zcrKU+Jn5JYyz9Fm018Tfvm+RGu+gewhZJxkWyY+j32rEQ12+Pf9X9+zQ2bXJCM/19RV/fOu+a7ROXYTYO7Y730XwMjo3JtH+sjMPyfSQ/C/vTddigs75u085BJrmu8fv0BlfHdIKwe1ublHaxshBeZ3ymC+vwZzG3/UHH38kzPMhvN3deCOPCpeqyfflvfPkctONT+qqknyJbCdcXz4z23GSgPi81zwqfh4djpGcEbh+41smzIe17vs8+z0LXdUuWLYwfublcrn+jL+g3bsvSb7KP4zasnIvzV86PIuxX/11znkrXV72u5F+hOTmfi0ifjDZPh2MP/aPZshsX5mSdAMAwefe73+2O+IMj3PKyncLNBd7r+Un0P5z9TnfEEYt4rfmoYZgGcJ0/+qkz3BFPX8TrbJj5tf6XD7gjTrRr3R/9dUhnD7Kky3jzm9/szj//fPf85z/f7bTTTokTc7fddnMPfNkhU7fkX//1X92+++6bfPdnf/Zn7jWvec3U2zYY1syWPdn6wi0x7v2z2TibHXCdz/7cme6I59szvWWu9YvsWi8WuBd++vm52bIbF4NxjuZhyOLnP/+522uvvdy1115bTPszbHwASwkm0T/60Y/cHnvssd7NMcwJdp23Duxabw384he/cPvtt5+77rrrYgo+n5ysrq5OvQ9tOyUm64EHHui++93vutNPP90df/zx6jLvfe973QknnODueMc7uiuuuGLqNhoMOZgtu3Vg497WgF3nrQO71lsDZstuXBhlawIMhz4yAeyYrrRAw8YGXd+aFFDDxoVd560Du9ZbA8RepfGaA9jqs2Cs9x0TdtllF3zfvn17dpmbb74Z33fdddcpW2cwlGG27NaBjXtbA3adtw7sWm8NmC27cWF5xgaDwWAwGAxzxv7774/vP/zhD7PLQIYMX9ZgMBgMBoPBYFgEmC1bB3OyGgwGg8FgMMwZhx56KL5feOGFRZ1XvqzBYDAYDAaDwbAIMFu2DuZknZCiD8UtLH1888Ou9daAXeetA7vWWwOLeJ1/7/d+D98/+clPum984xut3y+77DL3qU99Cv9+4hOfuObtM2wtLOIzYpgP7FpvDdh13jqwa701sIjX2WzZOljhK4PBYDAYDIY5YzQaufvd737uq1/9qjvkkEPchz70IXfPe94Tf7v00kvdU57yFHf55Ze7+973vu7iiy92gwFVqTUYDAaDwWAwGNYXZsvWwZysBoPBYDAYDGuAb33rW+6oo45y11xzDTpRb3e72+H3V199tRuPx+42t7mN++xnP+vuete72vUwGAwGg8FgMCwUzJbthjlZDQaDwWAwGNYIUNzqTW96k/unf/on973vfQ+/O+CAA9zjHvc49yd/8iduv/32s2thMBgMBoPBYFhImC1bhjlZDQaDwWAwGAwGg8FgMBgMBoNhCljhq56AlL5nP/vZ7ta3vrXbYYcd3O1vf3v3B3/wB+7nP//5NNfBsKDX7Fe/+pV71ate5Q466CBcd//998d1f/rTn7aWPe644zD9U3tRxWjDxrr+r371q7PX9AMf+MCatN8wm+sJKdq5a0mvK6+8Mi5vz/PGx+te9zp34IEHrnczDIaFg9myGw9my25tmC27uWC2rKEWZstuTBiTtQeuv/56d6973ctdddVV7jnPeQ7+ff7557uPfOQj7rDDDkNH2tLS0vyulmFNr9n27dvdkUce6T7/+c+7E044Adf90pe+5M466yx07EDxkj333DMuDwVNhsOhO+mkk1rbevzjH49OIcPGemaf/OQnu6985SuYwivxiEc8wt35znee8xEYZnU9zz33XPeDH/yg9T3oYL7hDW9w27Ztw2d61113xe/ted7YAM3TBz7wgW55edldccUV690cg2FhYLbsxoPZslsbZstuLpgta6iF2bIbGGNDNV7xileM4ZT99V//dfL9C1/4Qvz+7W9/u53NTXTN/tf/+l+4zF/8xV8k37/zne/E71/0ohfF71ZXV8e77LLL+JWvfOUcjsKwXs/sXe961/Ezn/lMuwCbuA+GdXbffffx5ZdfHr+z53lj4le/+tX40ksvHb/jHe8Y3+lOd8J74o53vON6N8tgWCiYLbvxYLbs1obZspsLZssaSjBbdnPAnKw9cNBBB4333HPP8U033ZR8//3vfx8nc4985CNnfX0M63jNHvWoR4332GOP8Y033ph8v7Kygg7Ve93rXvG7b3/727i9D37wg3bNNsn1h3WWlpZaTnbD5umDL7744vGOO+6IgRMOe543Jj784Q/jfcBf5mQ1GFKYLbvxYLbs1obZspsLZssaSjBbdnPANFkr8Zvf/MZ95zvfcfe9731RB5ADdDohffzrX//6PMjGhnW6Zj/72c/cfe5zH7fzzjsn34N2I2BlZSV+d9lll+H7Pe5xj7juTTfdZNduA1//b37zm251dTVeU9D8/PWvfz33dhvWpg+Ga3v88ce7u9/97ig9wGHP88bEQx7yEPeP//iP8QVyEgaDoYHZshsPZstubZgtu7lgtqyhC2bLbg6Yk7USP/7xj/F9v/32U3+HSf6PfvSj2V0Zw7pfs4suush97nOfa33/mc98xt14443u/ve/f8spc/bZZ7tb3vKW+Np9993dYx/7WPetb33LruYGvP50Tb/whS+4293udm6vvfZyu+22mzviiCPwO8PG7oNPP/10vMavf/3rY+CEYM/zxgToXj/ucY+LL+iHDQZDA7NlNx7Mlt3aMFt2c8FsWUMXzJbdHFhe7wZsFIxGI3zfcccd1d932mmnuIxh816zyy+/HAtbQZGcV73qVS2nDLCn3vjGN+I+P/3pT7szzjgDnbWXXHKJu8Md7jDV8RjW9vrTNf3whz/sTjnlFLf33nu7Cy+80P3v//2/sVI9FFzijnbDxnmeIUjy6le/2h1++OEYCJGw59lgMGxGmC278WC27NaG2bKbC2bLGgxbA+ZkNRgqcdZZZ7n/9t/+m/vlL3/p/v7v/97d5S53ib899KEPxdTUl770pTGV+dhjj3UPfvCD3cknn+xe97rXuXe+8512rjcQ4Hq+5jWvwWu6xx574HdPf/rTkSH3mMc8xr3iFa9AR7ph4+E973mP+8EPfuD+5m/+Rv3dnmeDwWAwbEaYLbu1YLbs5oXZsgbD4sKcrJWgdFIoFqYBvpcpp4bNcc1+8pOfuOc973nuox/9qDvooIPceeedhww4DnCkaoD1/uzP/sx94hOfmOgYDOt3/Z/2tKep3z/60Y92hx12GEpJgLYSMCgNG6sPPu200zCV/JhjjlF/t+fZYDBsRpgtu/FgtuzWhtmymwtmyxoMWwOmyVqJW93qVvj+i1/8Qv0dvt9nn31md2UMC3HNIG343ve+t/vYxz7m/vt//+/u0ksvbTlYuwB6nqTBY9gczyxcUyicdN11103VRsPaX89vf/vb7mtf+5o7+uijWwW0amDPs8Fg2KgwW3bjwWzZrQ2zZTcXzJY1GLYGzMlaiV122cXd8Y53dBdffHFL9++GG25w//7v/45Vqg2b55pBEZ2HP/zh6Ez713/9V/fnf/7nbuedd24t993vftfd+c53RkkACVgXnDq3ve1tZ3RUhrW4/tu3b8drmmM0QjEzYLBaYZ2N1wd//OMfj4xkDfY8GwyGzQqzZTcezJbd2jBbdnPBbFmDYWvAnKw98KQnPcldffXV7t3vfnfy/Zve9CZ38803uyc/+cmzvj6GNbpmv/rVr9y1117rrr/++rgM6HGC8wZ0Nx/4wAcWmW3Aovvbv/1b9/3vfz/57a/+6q/wt1zquWExrz8UNtt9993de9/7Xvdv//ZvybpQCOvrX/+6e8ITnjARE9KwPs8zAZy0gAc84AHqPux5NhgMmxlmy248mC27tWG27OaC2bIGw+bHYJwTuDO0AKnB97znPZHh+OxnP9vd7W53w8rxZ555prvPfe7jvvjFL6JzxrDxrtlrX/tadKqecMIJKCQOTEZgKe6///5Y+EgDsFMh5Rhw7rnnusc//vFYgf45z3mO23fffZH9es4556DcwAUXXOB22223NT56w6TXH3DJJZe4hzzkIW55eRnXPfDAA91Xv/pV94EPfACv/Re+8AW8Pwwb43oSHvSgB7kvf/nLqKeb03C153lz4KijjkJm8hVXXLHeTTEYFgZmy248mC27tWG27OaC2bKGPjBbdoMCnKyGelxxxRXjZzzjGeN99tlnvLy8PL7tbW87Pvnkk8c/+clP7DRu4Gv2mte8BoIN4xNOOAE/f/Ob38TPpdcjH/nIZD8XXnjh+Oijjx7vv//+4x133HF8l7vcZfzKV75yfMMNN6z5MRumu/6Eyy67bPy0pz1tfPvb3368ww47jO94xzuOX/SiF42vvfZaO8Ub8HoC7nrXu45vfetbd+7HnueNj4c//OH4zBoMhhRmy248mC27tWG27OaC2bKGWpgtuzFhTFaDwWAwGAwGg8FgMBgMBoPBYJgCpslqMBgMBoPBYDAYDAaDwWAwGAxTwJysBoPBYDAYDAaDwWAwGAwGg8EwBczJajAYDAaDwWAwGAwGg8FgMBgMU8CcrAaDYV1x4IEHYpX3mtf//b//F1/w93vf+96Fu3KXXXaZ23nnnd3Xv/71zmVvuukmd4c73MGdccYZa9I2g8FgMBgMBsPsYbas2bIGg8FAsMJXBoNhXfHBD37Q3XDDDfHz5Zdf7v7qr/7KPehBD3LHH398suzv/d7v4fvHPvYxd9RRR7m73OUublEwGo3cQx7yEHfIIYe497znPVXrvPvd73Z/+qd/6r71rW+53Xbbbe5tNBgMBoPBYDDMFmbLmi1rMBgMBHOyGgyGhQIwVR/+8Ie7E044odpZuQj4P//n/7inPe1p7j/+4z/cwQcfXLXO6uqqu/3tb+9e+MIXulNOOWXubTQYDAaDwWAwzBdmyxoMBsPWhckFGAwGwwzw1re+FZmstQ5WwNLSkvsv/+W/4Lrbt2+362AwGAwGg8FgWBeYLWswGAzTw5ysBoNhQ0HTZIXPwAT95Cc/6R784Ae7XXbZxe2zzz7u+c9/vvv1r3/tPvOZz7iHPvSh+P2+++7rnvrUp7orr7yytW1gzt7//vdHXdVb3epW7glPeIK79NJLO9v07W9/251//vnuKU95SiIf8Jd/+Zfu0EMPxf3utdde7rDDDkOJAA5oyw9+8AN37rnnTn1uDAaDwWAwGAyLDbNlDQaDYfPCnKwGg2FT4FOf+pR78pOf7A4//HD3ute9zt3jHvdwb3vb29yTnvQkd/TRR7u73e1u7vWvf7373d/9XffhD38YGaQc4JB9znOe4/bbbz/32te+Fv/+whe+gNu7+OKLi/sGJy7ggQ98YLK9P/qjP3J3utOd3J//+Z+7l7/85e43v/mNO/HEE93f/u3fxuXuc5/7uG3btqGD2GAwGAwGg8GwNWG2rMFgMGwCjA0Gg2GB8LnPfW4MXdMJJ5xQ/P3000+P38HnpaWl8QUXXBC/u+mmm8a3vOUt8bezzz472cbjH/94/P7nP/85fj7vvPPw8xve8IZkuZ/+9KfjAw88cHy/+92v2OZnPetZuP4NN9wQv9t5553H97znPZPlfv3rX49ve9vbjg855JDk+0MPPXR88MEHF/dhMBgMBoPBYFh8mC1rMBgMWxfGZDUYDJsCwFAFTVTCDjvs4A455BB3i1vcAtP+Oe55z3vi+89//nN8f9e73oVsUkj3//73vx9fIDUA311yySXuO9/5Tnbf3/ve91ASYLfddovfHXjgge5b3/oWSgb85Cc/we922mknd/XVV7tvfOMbyfq3vvWtUb7A+4sNBoPBYDAYDFsNZssaDAbDxoc5WQ0Gw6YApPlLgOMUtFC17zn+/d//HQtPQdGq293udsnrzW9+c9RdzeHHP/4xOnM5PvShD7nf+q3fQskA0IEF+YLnPe957hOf+ETLmbrnnnvi/q+77rrex20wGAwGg8Fg2PgwW9ZgMBg2PpbXuwEGg8GwCNhjjz3cBz/4wezvxH7VMBwOW47Tu9/97u6iiy5yl112mfuXf/kXd+GFF7q///u/d+94xzvcYx/7WHfOOedEZy+sD1hZWZnZ8RgMBoPBYDAYtg7MljUYDIb1hzlZDQbDlgcwWCGFHwpX7bPPPi2W61e+8pUWU5UD1uFM11/96ldYLAskA4DBCq8/+IM/cL/85S/d8ccf7z760Y9ioSsoyEWyBYPBwN3ylrfc8tfCYDAYDAaDwdAPZssaDAbDYsDkAgwGw5bH7//+7+M5eMUrXuFGo1E8H8AsPemkk9wpp5zidt111+x5uv3tb+9uuummqPEKztSHP/zh7gUveEGyHGi23vve98a/+X6uvfZat//++7ulpaUtfy0MBoPBYDAYDP1gtqzBYDAsBozJajAYtjye8YxnYCr/u9/9bixW9fjHPx6doB/5yEeQkXrWWWch0zSHo446yr3vfe9zX/3qV9G5CppaJ5xwgjv99NPdkUce6R796EejgxWkA97znvcgs/WRj3wkrgtarMCWfeITn7jlr4PBYDAYDAaDoT/MljUYDIbFgDlZDQbDlgdoooJG6v/4H/8DnaWvfvWrI+v0U5/6VHSIlqrBwja++MUvopMVcNppp6Eu6/vf/3536qmnutXVVXfAAQegbAAwY3fZZRdc7mtf+xqyYMFRazAYDAaDwWAw9IXZsgaDwbAYGIxltRaDwWAw9MYTnvAE9/3vf9996Utf6rUeSBS89a1vdVdffbXbc8897cwbDAaDwWAwGNYcZssaDAbD9DBNVoPBYJgBXvayl6G0ABTQqgVIEoBMwbHHHmsOVoPBYDAYDAbDusFsWYPBYJgexmQ1GAyGGeFxj3uc23vvvd0ZZ5xRtTws96IXvQg1WaHwlcFgMBgMBoPBsF4wW9ZgMBimgzlZDQaDYUa4/PLLUccVtFkPPfTQ4rI333yzu8td7uJe+cpXuuc+97l2DQwGg8FgMBgM6wqzZQ0Gg2E6mJPVYDAYDAaDwWAwGAwGg8FgMBimgGmyGgwGg8FgMBgMBoPBYDAYDAbDFDAnq8FgMBgMBoPBYDAYDAaDwWAwTAFzshoMBoPBYDAYDAaDwWAwGAwGwxQwJ6vBYDAYDAaDwWAwGAwGg8FgMEwBc7IaDAaDwWAwGAwGg8FgMBgMBsMUMCerwWAwGAwGg8FgMBgMBoPBYDBMAXOyGgwGg8FgMBgMBoPBYDAYDAbDFDAnq8FgMBgMBoPBYDAYDAaDwWAwTAFzshoMBoPBYDAYDAaDwWAwGAwGg5sc/x+tKIF3ny52gAAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from glitchgan.utils import plot_q_transform\n", "\n", "CROP = 0.5\n", "Q_RANGE = (4, 64)\n", "F_RANGE = (20, 1000)\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(14, 5))\n", "\n", "# Approach A: already whitened → whiten=False\n", "plot_q_transform(\n", " strain_white_injected,\n", " srate=SAMPLE_RATE,\n", " crop=(ONSET_TIME, 2 * CROP),\n", " whiten=False,\n", " qrange=Q_RANGE,\n", " frange=F_RANGE,\n", " ax=axes[0],\n", ")\n", "axes[0].set_title(\"A: whitened frame\", fontsize=12)\n", "\n", "# Approach B: coloured strain → whiten=True so gwpy normalises before Q-transforming\n", "plot_q_transform(\n", " strain_injected,\n", " srate=SAMPLE_RATE,\n", " crop=(ONSET_TIME, 2 * CROP),\n", " whiten=False,\n", " qrange=Q_RANGE,\n", " frange=F_RANGE,\n", " ax=axes[1],\n", ")\n", "axes[1].set_title(\"B: strain frame\", fontsize=12)\n", "\n", "fig.suptitle(f\"{GLITCH_CLASS} at SNR {TARGET_SNR}\", fontsize=13)\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Verify the injected SNR\n", "\n", "Both approaches should recover `TARGET_SNR`:\n", "\n", "- **Approach A**: $\\rho^2 = (4/T)\\sum_f |\\tilde{h}_\\text{white}(f)|^2$ (flat PSD)\n", "- **Approach B**: $\\rho^2 = (4/T)\\sum_f |\\tilde{h}_\\text{strain}(f)|^2 / S_n(f)$ (PSD-weighted)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": "duration = len(glitch_white_scaled) / SAMPLE_RATE\n\n# Approach A: whitened-frame optimal SNR (flat PSD — S_n = 1)\ng_white_fd = np.fft.rfft(glitch_white_scaled.astype(np.float64)) / SAMPLE_RATE\nsnr_A = np.sqrt(np.real(4.0 / duration * np.sum(np.abs(g_white_fd) ** 2)))\n\n# Approach B: PSD-weighted optimal SNR (exclude zero-PSD bins)\npsd_snr = np.where(psd_interp > 0, psd_interp, np.finfo(float).max)\ng_strain_fd = np.fft.rfft(glitch_scaled.astype(np.float64)) / SAMPLE_RATE\nsnr_B = np.sqrt(np.real(4.0 / duration * np.sum(np.abs(g_strain_fd) ** 2 / psd_snr)))\n\nprint(f\"Target SNR: {TARGET_SNR}\")\nprint(f\"Approach A SNR: {snr_A:.4f} (whitened frame)\")\nprint(f\"Approach B SNR: {snr_B:.4f} (strain frame)\")" }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "## Notes\n", "\n", "- **Different glitch classes**: change `GLITCH_CLASS` to any of `GlitchGAN.CLASSES`.\n", "- **Different SNR**: lower SNR values (~5–10) produce glitches that are barely visible\n", " in the time domain but still detectable in the Q-scan.\n", "- **Zero noise**: replace `set_strain_data_from_power_spectral_density` with\n", " `set_strain_data_from_zero_noise` to see the glitch without background noise.\n", "- **Real data**: replace the bilby noise with a real LIGO segment fetched via\n", " `gwpy.timeseries.TimeSeries.fetch_open_data(...)` and compute the PSD with `.psd()`." ] } ], "metadata": { "kernelspec": { "display_name": "cdvgan", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.15" } }, "nbformat": 4, "nbformat_minor": 4 }