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{
"metadata": {
"name": "dsdemo4"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"from __future__ import division\n",
"import numpy as np\n",
"from IPython.core.display import HTML\n",
"from deltasigma import *"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Audio demo of mod1 and mod2 - demo #4\n",
"=====================================\n",
"\n",
"Demonstration of the first and second order modulators, as in `dsdemo4.m` in the **MATLAB Delta Sigma Toolbox**, albeit this demo employs its Python port **`deltasigma`**.\n",
"\n",
"Written by G. Venturini. First version Jan 1st, 2014. \n",
"\n",
"##Introduction\n",
"\n",
" * The user selects:\n",
" * A modulator. It may be the simple `mod1` or `mod2`, or a user specified modulator.\n",
" * The source (sine, ramp or file).\n",
" * The $\\mathrm{sinc}^n$ filter order $n$ and decimation factor.\n",
" * The output signal and quantization error are evaluated.\n",
" * The signals are passed through the decimation filter.\n",
"\n",
"Input, output and quantization error are compared in terms of time evolution, spectra and played out aloud."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Options and utility functions\n",
"You may skip to the following section"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"plotsize = (20, 4) #The plot size in inches. Reduce for low res/small screens"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# An in-browser HTML5 audio player\n",
"# Notice there is an audio player in the dev branch of iPython,\n",
"# it is unlikely that as of today Jan 1st, 2014 many people have access to it\n",
"# for that reason, the following function is used instead.\n",
"# It is originally from the notebook 'the sound of Hydrogen' by 'filmor', with small modifications.\n",
"# http://nbviewer.ipython.org/url/gist.github.com/filmor/c7ae1a867fc9058ffcd4/raw/91ce69c1400540ed39f68bd92234abfb1dc2ae70/tone-generator.ipynb\n",
"from io import BytesIO\n",
"import base64, struct\n",
"\n",
"def wavPlayer(data, rate, scale=False, autoplay=False):\n",
" \"\"\"This method will display html 5 player for compatible browser with \n",
" embedded base64-encoded WAV audio data.\n",
"\n",
" Parameters :\n",
" ------------\n",
" data : 1d np.ndarray containing the audio data to be played\n",
" rate : the data rate in Hz\n",
" scale : if set to True, the audio signal is amplified to cover the full scale.\n",
" \"\"\"\n",
" if np.max(abs(data)) > 1 or scale:\n",
" data = data/np.max(abs(data))\n",
" data = (2**13*data).astype(np.int16)\n",
" \n",
" buffer = BytesIO()\n",
" buffer.write(b'RIFF')\n",
" buffer.write(b'\\x00\\x00\\x00\\x00')\n",
" buffer.write(b'WAVE')\n",
" \n",
" buffer.write(b'fmt ')\n",
" if data.ndim == 1:\n",
" noc = 1\n",
" else:\n",
" noc = data.shape[1]\n",
" \n",
" bits = data.dtype.itemsize * 8\n",
" sbytes = rate*(bits // 8)*noc\n",
" ba = noc * (bits // 8)\n",
" buffer.write(struct.pack('<ihHIIHH', 16, 1, noc, rate, sbytes, ba, bits))\n",
"\n",
" # data chunk\n",
" buffer.write(b'data')\n",
" buffer.write(struct.pack('<i', data.nbytes))\n",
"\n",
" if data.dtype.byteorder == '>' or (data.dtype.byteorder == '=' and sys.byteorder == 'big'):\n",
" data = data.byteswap()\n",
"\n",
" buffer.write(data.astype(np.int16).tostring())\n",
"\n",
" # Determine file size and place it in correct position at start of the file.\n",
" size = buffer.tell()\n",
" buffer.seek(4)\n",
" buffer.write(struct.pack('<i', size-8))\n",
" \n",
" val = buffer.getvalue()\n",
" autoplay = \" autoplay=\\\"autoplay\\\"\"*autoplay + \"\"\n",
" \n",
" src = \"\"\"<audio controls=\"controls\" style=\"width:600px\"{autoplay}>\n",
" <source controls src=\"data:audio/wav;base64,{base64}\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\"\"\".format(base64=base64.b64encode(val).decode(\"ascii\"), autoplay=autoplay)\n",
" display(HTML(src))"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 3
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Parameters"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Source type\n",
"Set the `SourceType` flag, which has the following meaning:\n",
"\n",
"* `0`: sine wave, see below for amplitude and frequency values.\n",
"* `1`: ramp from -.7 to +.7.\n",
"* `2`: audio file: a 9 seconds long recording of a tenor sax playing. Please make sure you download and save the file `sax.wav.b64` first, as explained below."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"SourceType = 0 # change the SourceType"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 4
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you set `SourceType = 0` above, here you can specify the amplitude and frequency of the sine wave.\n",
"\n",
"Otherwise, the following values are ignored."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"SineAmp = .4\n",
"SineFreq = .5e3"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 5
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you set `SourceType = 1` (ramp), there is nothing you need to do.\n",
"\n",
"if you set `SourceType = 2` (file), make sure you download the file `sax.wav.b64` included with this notebook and save it to the current working directory."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Modulator order\n",
"Select a modulator order equal to `1` to have the `mod1` structure, modulator order equal to 2 provides `mod2`.\n",
"\n",
"**Note:** two convenience functions `mod1()` and `mod2()` are available to quickly access NTF, STF and ABCD matrix for `mod1` and `mod2`.\n",
"\n",
"Modify the following code to employ your modulator of choice!"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"mod_order = 2\n",
"if not mod_order in (1, 2):\n",
" raise ValueError('Please choose an order equal to either 1 or 2')\n",
"ABCD_mod1 = np.array([[1., 1., -1.], [1., 0., 0.]])\n",
"ABCD_mod2 = np.array([[1., 0., 1., -1.], [1., 1., 1., -2.], [0., 1., 0., 0.]])\n",
"ABCD = ABCD_mod1 if mod_order == 1 else ABCD_mod2\n",
"print \"Delta sigma modulator ABCD matrix:\"\n",
"print ABCD"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"Delta sigma modulator ABCD matrix:\n",
"[[ 1. 0. 1. -1.]\n",
" [ 1. 1. 1. -2.]\n",
" [ 0. 1. 0. 0.]]\n"
]
}
],
"prompt_number": 6
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### $\\mathrm{sinc}^n$ decimation filter: parameters"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"SincOrder = 2 # SincOrder\n",
"DecFact = 32 # 32 DecFact"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 7
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Misc. options"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"T = 2 # Input signal duration in seconds.\n",
"FsOut = 8192 # set to ensure compatibility.\n",
"Fs = FsOut*DecFact #Fs"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 8
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Simulation\n",
"###Setup the input signal"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"N = int(np.round(T*Fs))\n",
"if SourceType == 0:\n",
" SineAmp = max(min(SineAmp, 1), 0) # 0 <= SineAmp <= 1\n",
" if SineFreq >= FsOut/2:\n",
" raise ValueError('Anything above FsOut/2 (%g) will be inaudible.' % FsOut/2)\n",
" print \"Generating a sine wave:\"\n",
" print \" * at freq. %g Hz, \" % SineFreq\n",
" print \" * with norm. amplitude %g,\" % SineAmp\n",
" print \" * sampled at %g Hz,\" % Fs\n",
" print \" * total length %g s (%d #samples).\" % (T, N)\n",
" u = SineAmp*np.sin(2*np.pi*SineFreq/Fs*np.arange(N))*ds_hann(N)\n",
" u0 = u[::DecFact]\n",
"elif SourceType == 1:\n",
" u = np.linspace(-0.7, 0.7, N)\n",
" u0 = u[::DecFact]\n",
" print \"Generating a ramp:\"\n",
" print \" * from -.7 to +.7, \"\n",
" print \" * sampled at %g Hz,\" % Fs\n",
" print \" * total length %g s (%d #samples).\" % (T, N)\n",
"elif SourceType == 2:\n",
" from scipy.interpolate import interp1d as interp\n",
" filename = 'sax.wav'\n",
" T = 9\n",
" try:\n",
" from scipy.io import wavfile \n",
" except ImportError:\n",
" print \"Error: Reading audio files requires scipy > v 0.12.0\"\n",
" try:\n",
" fpin = open(filename + '.b64', 'r')\n",
" b64data = fpin.read()\n",
" fpin.close()\n",
" fpout = open(filename, 'wb')\n",
" fpout.write(base64.b64decode(b64data))\n",
" fpout.close()\n",
" sr, filedata = wavfile.read(filename)\n",
" except IOError:\n",
" print \"Wav file %s not found.\" % filename\n",
" if len(filedata.shape) == 2:\n",
" filedata = np.average(filedata, axis=1)\n",
" T = min(T, filedata.shape[0]/sr)\n",
" N = int(np.round(T*Fs))\n",
" filedata = filedata[:int(np.round(T*sr)+1)]\n",
" if max(abs(filedata)) > 1:\n",
" filedata = filedata/max(abs(filedata))\n",
" filets = np.arange(filedata.shape[0])/sr\n",
" ts = (np.arange(N)/Fs)\n",
" u0 = interp(filets, filedata)(ts[::DecFact])\n",
" u = interp(filets, filedata)(ts)\n",
" print \"Decoded the file %s.b64 and loaded its data.\" % filename\n",
" print \"Input data available:\"\n",
" print \" * sampled at %g Hz,\" % Fs\n",
" print \" * total length %g s (%d #samples).\" % (T, N)\n",
" print \" * normalized (only if amp > 1)\""
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"Generating a sine wave:\n",
" * at freq. 500 Hz, \n",
" * with norm. amplitude 0.4,\n",
" * sampled at 262144 Hz,\n",
" * total length 2 s (524288 #samples).\n"
]
}
],
"prompt_number": 9
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Inspect the input signal\n",
"### Plot: time domain"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"plot(np.arange(N)[::DecFact]/Fs, u0)\n",
"figureMagic(size=(20,4))\n",
"ylabel('$u(t)$');"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
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FC2HOHPjVr8Iyu5deirsiSZIkScpMTZuGXfhuuAFyc6FJk3CvmskQqhKGUDVD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\nsJBFixax9957f+17NW3alJNOOolXXnn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}
],
"prompt_number": 10
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plot: frequency domain"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"if SourceType == 0 or SourceType == 2:\n",
" N = max(u0.shape)\n",
" if SourceType == 0:\n",
" U = np.fft.fft(u0)/(N/4)\n",
" else:\n",
" U = np.fft.fft(u0 * ds_hann(N))/(N/4)\n",
" f = np.linspace(0, FsOut, N + 1)\n",
" f = f[:N/2 + 1]\n",
" semilogx(f, dbv(U[:N/2 + 1]))\n",
"xlabel('f [Hz]')\n",
"ylabel('U(f) [dB]')\n",
"figureMagic(xRange=[1, max(f)], size=plotsize, name='Spectrum')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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7Gv0DrJBH7KlEZGZm5jyfNm2a2v42KtfFF1+st956SwcOHNDKlSuV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\nMAuVuZSXZ26Li81zL7rIZAXZdQULPrbc+4E74LxokZlqK5k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}
],
"prompt_number": 11
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Play the input signal\n",
"\n",
"Click on the Play button to listen to the input signal.\n",
"\n",
"*Requires a HTML5-capable browser such as recent version of Chrome, Firefox or IE.*"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# Show a Html 5 audio player\n",
"wavPlayer(data=u0, rate=FsOut)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<audio controls=\"controls\" style=\"width:600px\">\n",
" <source controls 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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>"
],
"output_type": "display_data",
"text": [
"<IPython.core.display.HTML at 0xa779b0c>"
]
}
],
"prompt_number": 12
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Simulate!\n",
"The simulation is run calling `simulateDSM()`."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v, junk1, junk2, y = simulateDSM(u, ABCD)\n",
"del junk1, junk2\n",
"q = v - y # quantization error"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 13
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Inspect the output"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plot: time domain"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"N = max(v.shape)\n",
"nPlot = 400\n",
"if N > nPlot:\n",
" n = np.arange(int(np.floor(N/2 - nPlot/2)), int(np.floor(N/2 + nPlot/2)))\n",
"else:\n",
" n = np.arange(N)\n",
"n = n.astype(np.int32)\n",
"hold(True)\n",
"t = np.arange(max(n.shape))\n",
"step(t, u[n], 'r')\n",
"bar(t, v[n], color='b', linewidth=0)\n",
"ylabel('$u(t), v(t)$')\n",
"xlabel('Sample #')\n",
"axis([0, max(n)-min(n), -1.1, 1.1])\n",
"figureMagic(size=(20, 4), name='Modulator Input & Output')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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}
],
"prompt_number": 14
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plot: frequency domain"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"N = max(v.shape)\n",
"Nfft = min(N, 16*8192)\n",
"n = np.arange((N - Nfft)/2, (N + Nfft)/2).astype(np.int32)\n",
"V = np.fft.fft(v[n] * ds_hann(Nfft)) / (Nfft / 4)\n",
"if SourceType == 1:\n",
" inBin = np.round(SineFreq/Fs*Nfft)\n",
"else:\n",
" inBin = np.ceil(Nfft/1000)\n",
"hold(True)\n",
"ylabel('V(f) [dB]')\n",
"xlabel('Frequency [Hz]')\n",
"semilogx(np.arange(max(V.shape))/max(V.shape)*Fs, dbv(V))\n",
"f, Vp = logsmooth(V, inBin)\n",
"semilogx(f*Fs, Vp, 'm', linewidth=2.5)\n",
"xlim([f[0]*Fs, Fs/2])\n",
"msg = 'NBW = %.1f Hz ' % (Fs*1.5/Nfft)\n",
"text(Fs/2, -90, msg, horizontalalignment='right', verticalalignment='center')\n",
"figureMagic(size=plotsize, name='Spectrum')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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gUoIyl6qLrikiUl0CrycFBZCUBK+9BieeCL16webNphva6afDf/8Lhw5Bixbe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}
],
"prompt_number": 15
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Decimate; Comparison of output signal and input signal"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"w = sinc_decimate(v, SincOrder, DecFact)\n",
"filtered_q = sinc_decimate(q, SincOrder, DecFact)\n",
"N = max(w.shape)\n",
"t = np.arange(N)/FsOut\n",
"subplot(211)\n",
"plot(t, w)\n",
"ylabel('$w$')\n",
"figureMagic(size=(20, 4))\n",
"subplot(212)\n",
"plot(t, u0[:-1] - w, 'g')\n",
"ylabel('$u-w$')\n",
"xlabel('t [s]')\n",
"figureMagic(size=(20, 4))\n",
"suptitle('Output and conversion error');"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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M7dqZkh65K2kDVK1q6mDl5Jj7kNatzf2Hp1vNnRJ3VGmSU46g5JSU1u+/g58f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\n"
}
],
"prompt_number": 16
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Play the output signal\n",
"\n",
"Click on the Play button to listen to the output signal `w`."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"wavPlayer(data=w, rate=FsOut)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<audio controls=\"controls\" style=\"width:600px\">\n",
" <source controls 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type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>"
],
"output_type": "display_data",
"text": [
"<IPython.core.display.HTML at 0xa02680c>"
]
}
],
"prompt_number": 17
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Play the quantization error (filtered)\n",
"\n",
"Click on the Play button to listen to the quantization error `filtered_q`."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"wavPlayer(data=filtered_q, rate=FsOut, scale=True)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<audio controls=\"controls\" style=\"width:600px\">\n",
" <source controls 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/xgHqAS5AQAEzwTV/T7/OwnWA6gAev6+BNcErAEBBIkGMwKS/v4Fhga/Am7/A/57BYr+3AEiA1UBzgCk/XD7UgACBaP/VPka/Ur5cwTDAfb9WwS+AKz61P8i//P3/Phq+14IVP1wABsEpwS9AWIEQgGLAr0GCQVlAswArgCH+eX9G/9HBnj81gPv/d4CnwskA5f8HAVtBkkACfyV+t32AvhG+Sr9SfgqAYsEBAcnBgkJkQG89RgENgHjBA8Ebf58+qX/Pv1K/fwAhf/KAHz9hAQxCW4FLAVu/DsCDAJsBC4AW/4GCw399/my+fkFBgVMAgMEPgh3CHcLhgLN/qf6wwGDAFP46vsO/UgLYwYJA2v6GgEc+g7+LAtKCNQBQf0JBk8CU/3YAtb+2QQiBJED6/65AIYCTQf7/dT7uwEo/er8LAqN//P62QGjAHYANAmlAkz7MPcr+CYC9PmQBBwCzP5T/un3twLW/QcGtgSxAmD+BwGLATwAf/+w9TL5ZQBQ/J/7WAJO/Pr7bwCcBj4EKQguAb8Buvu4+iP5UvsX/L77L/grAOr+ufnn9zQAcQb1A6kD6wF4ATf0+AA1/ID+Hf/v+1UBI/WY+3b+sf4UAZ/9avxqAfgAafmjAZr+Vfn49lH6sQJABBkBnwDO/2X4uf42A+D74/12/rsF6PymAG4BKAfD/ccCrQIF/AL5Sveu+8T/K//aAFn+dfl2+/AENf4u/qMDbwFTA6f8IP/bAUYBofmGAN8EFvsTANz4iAMlCwX+0AIP/Or7+/lLAcIIdfw4/hf/fwYAAMkGY/yQAmwLrgO4ACf8XvadAKn74/df/l/+BQbs/J4Bwv7W/c/6CgOyANH5+AGw9wT7kAVTA3780PhU/q8LQwtDBFP95gMAAqr2KAGW+Gv6Gv10/pL8U/vqBvsEXgDo+9oADv8v9Yv6gP5hB9oAef3GA90EZf4IAjX1xP39AcP8jAL+/13/JwOiCUn7Hf6pArb8W/1UAjv6hQRKBFT3+ADkAhACpv86A8wC0fiEAOD/ZQZJBC770v4hARYDy/46BUP8S/PtAPYAmPo89GcDLQkeA8AC5vl29mcFr/6wChIDnQNd/ZgBxwUJCGH7ufzy+mT9n/du++T94v4L/w0F2/+dBsv+eQKRAJkCdvyb+97/EAC1BKYF2ghcCNj9m/sE+8X6m/vI+9X9UwCj/xb5DP67+Fj+oP4k+5wAtvwKAp79dvmuANMEbwG+AM4BOP/DAPH+wQhLAvf77wOU+JH74v0T/Ir+lgWmBY78NAhyBlv/qP6A/Dj5B/yn+9/5rPqZ+9r6hgYDA+UA0QXwAJsE/vzgBCP6tfun+UkH1wD3+58BVPfH/gAF0/7X+wj8fQLcBe0Djv6Y/x0Ibfe+/d78TPxr/7X8egY7BDcBTv7uAosB3fztAlb/jQBaBLoD7v8J/6//BAJ1BJkBNAZr+hv9IgAPB/34xP3o/ZP/wvot++YJRgMC+nADOwJbCwgCmwLn/mMGrAb/AfsGtwS7/4j8KwHYAOIDlAP0BqoAOPmIASQCD/4gAdUCZQVe/tL27wJrAkf3agQ2CD38Df80AHn/RgAG+TIBdwMuC5L/2/zs+qD85veT++UAdAEsAb0C/AZnAUoE8ABfASP7/P/2AH37IP+kAC4FggAgBk4CPQAh+YcBxwV9BZAGvgDg/OUD3v0v+5ADNfzq/9P/PgR6/9z1rgEk/Xf8iAHeAVD8xf4QB6EAVvpU+xj7ofxOAAYCHAhQ/ugA/ge//00BF/6U+sb/7fxQ9iT+1vqmBcH+7/4yBKcEhAp7BGP/fwEkApoERP2C+Bv6cv2Q+2z9SAIWBNsCCAAD+J0BowN1AykAcADP+wz4fAFsA8f9RvxV/OX52QZNA3r+YgHbA1cJz/2+/4bzmvUP/hr/nf4L/KoC6PzU+VT+dv5ABHYBBALrB/H61QQl/u/+wAFs9y8Gwf0t7m/0ogEF/2sGtwpl/ZH4ovvw+mL8qfya+gcDdAH6/ikBegT2/70CmwDy+fT+JAHt+ov+0AF/93L+LAUDAFv/O/kxAw/+T/22A9cB2P+ZBGcAEPey/WD4TwBx/mYG7f+L/pEFnADt/jwHuAL6/icCxwP9+A//PgAS/I0AWP05/1n76QoVAoP8mviUAHEHRwE1/2z+P/3C/hkBdgLx/wz/rwDD/GEBVf0ABJX+wvxSAZ4A2gR2AHD6ewI9/qz0bPd1/JX50fyv/3EEdwLb+nQEf/6W+ovzEP7CBlsFIQUrAJcAOwNk+r/76AbDAYEAOv0sAJ704f9GBn0G4fo5/kH7TPpt/UP/Vv+n9/3/ugMfAfMCzQWpANT98ATR+Pz9SgMh95f4NgUJ/gT8pAYLBcMCzAtpCeYADf+OC/kAT/+c/c/+GfUp+lj6mP20AP/7X/vI/gMIbwtsCOwCgAK+/acAHwSg/CH2Svug+wTwtgE2A2EBQwS7BzsEaQBD+VgEffgqAE39oPyFA90JgwRrBPT/aQYPBgQEg/xv/A/9kASv/Mb73vxv+lH9OAEDA+8EiQRfCyMCdwVBAbEHIfxW/LwE4vq996n6u/5sAxwIUQXuAYT+V/5j/QQDNAMWA/sCrAZF/QMBugg5/yH4aAB8A+oDX/3n/+YBaAFjAQ8AcgAt/x8AYQQW/t0B4f13/QwE3AbEBN/6zfuY/h4FK/3+98H//fdL9o/9cQLb/bP8JPuWAA4DbAdgArv+i/99AlUFhP1N/QcAef+y+sACYgKFBlX9GAMNB8ECuQFq/vsAHgVuAub+avl0/XsBWQLrAhP+YwIrACICrf66AsIDTP1b/8f50P1cAAICCQFU/Tv9uwD89gz8f/38/O0D9P6rAdoFqgInCC78Ovo6AIL8zPr//h8BEf2BAScCTvrEAUwD5Abv/x7/FgJDBNX64viQ/GL6vfdb/cQMvwUgC+v6gAUdB7oFrARQA0P+jv2u9zf4MwCu/CT/tP/v/fL7WwCtATP/rQS1Aej8Jffq/Oj+ovs+BLEAGP0KCC0DXgdUCBEBwfvK/YX/xPR493j/FwBsAJMCMwDiAqUDnAWMAKX8/v4xAQD/egAqAuT+evcf/MIAHwFgAasAMwba+3wEGwP5A6sDkP5eBwAGk/tk/AEAzf3J9Tn4GfkmAg7/1P25B2T/OwX3AeYFS/7EBtT7gwB++/4Ahv1z/ST/AwYv+gYCXAQeBOMCOAQpCFQBFgFSAg/8/AF9/zkCngGkAbL8I/4wCfMATAQSBDAAmwRAAp4EtPm/+yUA7Pdy99v9y/eK+p4FlgRt/KsESAzCAZH6RQTJ+uD3qPvk9Gn3nAXU/3MA1gOBB+UGBAUsBy/+DgISBiD8eP+0/VwDjf3e/eEAC/wB+7P8R/3x/ScALAK/AiD/SP8W/u3/VgK0+3IC8QO2Ajj9AgNeAukE2PxiANsAAQEtCHX7k/qsABIDmvhP/18Fh/7SB9cDxAXsAOb+9wjvBYYHj/mYAC77pPeS+kIEsQE2BscG8gI+BygLFPe8+x0F0/7N/e8Ewvwp8sf45vgS/wf8sQSTAI35Gvm4+l0JgwfkBLv9FPxG+/D96AA+/nf3yACx+6z+HgPYCWwIOgnNAyz/vQBzAXL/ePqW+vr6q/P79aIEWwHP/H8GhQf8CFwO/ABE/Jf/1f4F+tf6gPZS/k4FeP7g/Hn/DQbJA6cDBwMJATQLSQULCHkElQRzB/IEXwH3/VT/afvuAzIGpQEOAdb9LACSAX4Clv/h8B38qvcE/E7/TgWx/LkDygH2BAcFYwhwCiYBVQYZACb3bPwYAJr5hf0DAsYAswCpAgYKpAQjCJ4GigmFCQUD4/zo++L6EfYG9o4DlwCr+3r8RwbOByQDIAVB/J//ege2AjkCBPro9/v5hQOSAW8FlAWbAq0EAgO1A6wCIgGh9qYH4/9m+yvzt/dO81b++/2fAsECmARe/W3/BQ0jBt0JUwEh/6n2Uvt3+dz8xwGVBtYHTwFl/zwJNAM69wn+9/xnAbf83f2HAx/44Pny9VMAggFzA10CKQarDBoJkAVICDX8d/o0BoYCKf6m/wwC9ACtAPIISgQuAYn/VQMrAooJkPne/uD8uP0n91b3z/3SBLr+MP2m/9kIwQC3BAAGOwKUBjUB6Pmr9SD6+/jN+jv37P1D+zD93gYAAy8EWQjBDc8JkwMyAB36fv+H/P76j/3J/RkBCfvM/lv4j/8kBr4I6wImB1QCr/wW/5YASgHP+XL80AH5AEP4+fjc/EAAngLOA6ACtQJe+u3+Hfhu+dABTQPcBJH+Twg6+gkDLvycBL0Cff+q9/n/xfq8/hn/RPpz+4D6xQbu/7r9cAra/eP+BQNEAVMBJQALBHD+1Pu2/lT9lfpdAvH0dARlA18EDgFZAWEDAgfn/wX1of0QB/7/YPusAc0D4vkN+/gA6vxRBLgFkgWrBpUG/gBS/IH/pwuY/5f7yvoH/rv3ufqUCS8GOwKuAmv9W/qz/q8IrwV6AZAAXPwf9EH7d/v8/i0BLgUQAZkERAQI/1EDr/y9+iv5nvVu99H2Bvz69vr6zARNBSABs/ujAMAEpAYlB0wDdP9G+uf77/ro++X+UPk3/h0DSQoFCSYOzARGACoDWwdk/Of94/Q09Jr4uvgj/BABWQk8AzYKxQVAA+cCDPZXAE72Ofid+Pr1n/34AYj97/yH+Lb92/5cC7sAQQK5BBAFgQER/sv/Gv0D9s71lv049x/82QKzBM8NUgdq/8wEJQML+nn8/fo1/Mz+Mvqi/aL+pwSWBN4EkgIg/uEDwP4SA6v1uf+l/oP+Tfub/qkEb/0LBU4Cogc/BZoH1QOC/UUFcP2W/yr9Bfmt8Nf9avq09qb7SAM2+ywHuQcHBhsF0gDgA1D+cPYPA9QAFgEe+9752/2c/ykBpwIkBcwHzwQMAR0DRPsP/QH5wvtp+U74Cvz6A7cGmwE3ADcH8xGaCesE7wYK/lIDPP5p9w77RvUL/dMBUf+F/C0CgP9NBZ4BGAmlCYgJOQbeAHb+8/0J85ACtf60+O381wWoCZkB6AboB00BgwCeAWj+cPw5/fX9ePwO9Gv8ovzG+6kAN/vmCf8KBAFZA+4EwvqA/I0AF//A+cr3WfhQ+9n0NgCP+lkAhwJaCj0HnwHi+/oAXP6k9pH0F/SZ9JgAoAHAAf3/RwOy/18HOQQRBG3/AgL2/An67/t0/8n+vv5MClMF/wBFB3MKqQfcCrICAPxOAiH8u/sGAGj+TvIM+5UEzwYqAv//WQJIC9gD0wLzBIQBlAFA+d71F/vx/GL+QPt3Bgn+9AGoBhYGbwV5BnIF8/0QBnQBXAQ2+Ov26/6bBIsE3Prj/H4ELAVdB5b/fgAAAMIAc/2t+yT5mgDdAUf8pQDT/374PwPfAHgC5ATJBK4BxQKf/+788ABv/j71xfbC/HcEtvhr/uj7uwRGAXX/eQMtBwADhvfS96L3VvPs9yX9F//uAcsIzv+7ATMBcwlKAl8H4f/4/mT12viy/GkDfv/w/M3/VP3GA08EOQPyAh76SQVEALICKP8v/nj3RvV2+vr8OP75A8AGgf3uAfgFeAaBB13/CwHA9i779gHn/UH83vfx/RkEBPgx/MwC0AWo+90BGvmW9S/45/QM+a31+vvd+7cCnQWRCNEC8QKHCDELkQXqAnT82PNJBlv9jQDy/iL8bPjbBIsFtPiNAQkE0QLzBF/+vP4jBNIAnwkPAwDze/ug/ysAvf4D/Y0DSwqwBfYEfgk0CewGLwSf+Nj/Hv/494L1yvyuAu39fgNaCwUHsgJxCcICqvnU/tQB6f6P+Xv75fkF/DIAm/5JBvP9qgLv/HcI0QN/AMcCz/5M+in7N/pH80Hy8P5fCFv/Lv9x/bIAz/6E/+kDfAJwA6H8kPuy9RP55fVr+4X8jP/eAhAEwwi+AEgHv/tvCCoAMvrg+kH5L/eP+kn+WQJuAZAHuwZHAWsNYQgNAZIBLQ7//Uv8qP76/mH7cPpC/Lf6bfveBvH/OfkuArIFFgaTBOf9T/e3/ML79/WR85r86QSJ/Vf+kQZ8AGsLhQkxA+X/pQKTA9n9QPsd+4f3Avpl+In+LAhUCkUETw4GC94JAAWZA/X5Lf8c/MHztPkL/1L+/f/5AA75AgGKCWIPxA/wAagCsv/99nX6G/3c+fH7kP49+9wAGQN7AI4GkQehCBgIiwRTBCABTvtM/hf7SvYC/JD87gGhAX8FrwYy/FUA7QjZBUIFWP218kj3Av70/AD7Q/3l+5b9xQONCs0IHQlxCIQEBQba/vf9kP15/pj5jPE3/fgBbP1O+qb/fAdGBG0H/QYkBlMFpgNs/pn6xva7+J73bPzT/Or23wFBBYEL4wjxB+YFBAZN9U4DrQSe9nryIPC0/ukALgTsCH4EKAZfCfEJ0gQsAOP8BAEd/YX2Cu9b9R30UP8ZAoAEZvqcBaUMMQ0pB3gDCfkh+84CEvQB+4D+dPaK/EMAev5c/PYFWQbUCVIFvQTY/5cBzfvr/Z37ZfVr+2383wOiBKEB5gerAbb+BwAd/bUCifyh+/347PX0+M/5w/91/fH9YQPXByQF5gcsCfUFCgUSA7cCjfs097UJJP5kAYz/DQDR/AL9dv9QBmkFHwd5BlYBjwPdAUYBRvh08D33QvyA+ygAl/9i/Vn+tAntBnUFfgb7A+kE1wLp+1H6o/Vv+Fr3LfwuAXoFsfz8DQQNkwMGA/X/9v2+/RICvvm49GT/Nv8uA18C9/6U+/oIEw+gCc8ENQDk/uD/9/pA9qvzS/QlAb8FfwaUCU4CW/vKBtALQwkIB3gE1wZk++H+sfz+8kvwHPgeAmQDxvka/YQFff/F/74GLAGZBZP9b/6l/i/62v1O+rr75f0H94ELHg1CA0kDsAKiA28AkQPR+aT4Afr990/4mv6b/zwBgAVyCXQEsQsHAnEA2QEM/Q3zovH19cT+qP73+acCLPwJACgH2wTsC6wGEQlPCCQAr/1n/yP52/yA+df4N/ppAYsFywAQ+eL5wwl/ASkAp/zx/5v+Y/jy97n3kvge9e/6Pvvz/p0Fiw48DSQFUQzJAU4FLf3+9iz0hPcR8/HxrPvOAoAEtAXND5wGhQt3Cp4JQALv/Dr+BQEN+4oAo/isAHkDswPzBasK8AjUB6kIuAVJBrIA1P53/OP1/PQW+sT+7gCDA6EGSgQBBBkGXQgyC48Dnw33BZj+W/bk+sr1E/tl/H4GXgYKA1QLig1OCzAEagHhCK8CfPjU+7j0nvNZ91D5OfuL/wgBs/+z/1ILsgduBJsDzPmD+FP4+v02/En8JPyG/jIFFwHnBKQIVAXyAh0HNgIFAiYGzfwA89DskPP88nz61ACA+mkC7ADjA2wGYway/W/4JgMGBBP4CvMj/lv/v/WDAOcDNv8BAeUJKgKwB4wIowKkBaT+IfcB+DL1Xfao/QT7+fzaA8QAJQHRB3AJNQDyAMUIcAKU/lD5OQN8Aq34p/Re+TEC6QeADdsEyAfAD54OkPygA44BkPbq/Gv6nAAv/Dz8ovpC/vT9KgszAU0Bbgo6CQQHJAehAKUAsf1x/2b1au5P+QgBgwQ8A4oAIgn4C9sHXQWWBPH96vlfBeYFl/mX/X/4Mf+o+pAC6gmuDo8EkwJUAwkDOARm+VfuG/Ko9LX2RvqN+T7+EgvdA2f/H/3UBb0Abfp0+DIB7vpg9YzqpPRR/6ABjP7QCpoHgwpLFTEJWgfTBuP/SvbW8BL9ufCD8lX2evS4/lsERQOKBtcI2QZGB6ICN/6895v07/OH9XX0cvbwAMABQQMN/xIDxf43Ahj+JQjJ++j84/vc8bTyTvk3AXn+5AhVBCwCnQM4BzwFZwOMBQYAjvaN/r4Jdgje+c7uWvk8+KL/zP7ZAkcE/w0PC7wFXgXIAgIBDwl0BmP6TvFl7h/12/1g/nYDWQJ4B9EMfwL2/+X62gBI+bT4afJf/FL05PbW/uP+nQFSBI0FnQcC/rwFewr5AbD7d/0k//vvnvHy8A//J/uYBhwC6QXwB3ELzgIvAaH1VQJsAhP8FPnC8Mv5wf91/dL9SvgmC5EI+QG1ACcE1wAz/Rb9CPzc+GT1zPaQ/AACXwVxAR8LYA1LBuQH8wAtBIkEzQDc/OD+rPqF/HP0Pv69++gEQgLAA6L8egckCOgI8QJPB9791vp4/xv/GfYw9wv/IwZTAZgIEQNMBigCmglMBAn3EPho7nH1f/RQ/Mrz7PxN/dYDUASmAeIC9wQ9/ZwG9ftE/uv6vvEg+4MCpvWZ/isBaP1xAwELfAgsBnYLogQ5/3EDmP/V/KXyAvou+o34iPYAAqb/qQdnCbb+cgNABx8DWgPM/2L5QvKD8ezvBPXZ+Dn+XwoAB6QAuQydCIcGMghuAB/9AAI++jb5ZPF48lj73PUZABIFUQXHBksDGAmMBeAIYgW495rx2PRZ9un+Evvt+QX82ARSAkoG2wb3Bg4E5AYMBD/4rP2O9cvzC/tG9PLzlftQ/tP9JgicDZMGdf/iCLEAuf4VBXv75+5K9cL9y/+EAXQJSgSsBUsITQuhDM0Kawhd/kf3FPY687Pzq/m9/Y37Q/xgAaMI+Qns/9AAGQfCCJkCbP5F/FcCI/q39fXzUPdA+XoEeQds/C8GBQwpDxYPHQc0ABj8d/aE9zny0fMD/xb+MfytB8cK8gg8DTEIJQjOACMBHPwoAED1OvWz8a/wi/iI+TUBJATrBgQKsAZYA5cFegd2A2QC4vLv9cT1G/1d+e322gEaAiYGOgctCZoLkwq8Cor/2f76+HH9bPaK9cH3NP55BcEFcgfKDzsOrgvVCy0ElQDfAI0Jwvkk86v83vuX/Qb+agA6BfQC6QEQBMgBsP5C/XL+vPlY/Ub7W/3N+dn07fXU+pX4SABWBzQIwQGWB5oHUAMJ/wn7rfgG+tL55vMH+PYAGQBpABULAARGAcr+Ugb/BG8Ed/0r+MvzB+0b9j/47fiw/Y3+FQq1CSoKL/nHAcn7FPnj/fH58/ml9oT82vjV93X8J/7a/mwLGQQ2AbMFEQnkAJoECvw+Ab0ArPNe+b77yPy3ArIB0QQ4DFkK2wt/CRQBhvt7+Gv0H/pk9yQBaAMQ+4EHmgZZBWr+sgfsB7oLEQNI/WX7PPtq8wXzCfLl9UP9hQZ7Aq4GfARNCl4D2AgGDNT8Xf7aAmn9vvWV7T/t+vfZ+qb8t/9VCr8PqgiCBX0AGP8Z/sD7H/bB78b6Z/Uh+Jn5+f+ACQIJMARl+McFuPs5/HEG4P+U98nxT/Ss8cIFOQJVA3EAQ/3rBOwH5xG8CFMN3wXqAWL/Gv7i8fv3jfdI/hn9aP4qBvQBrAo9Bo0LdQ8yBTYB+f8w+wb2h/X2+HnwI/qA9l7+BgU9C0cIdgKHDocE9QArAcT6Pfs3/enzhPIX+sP/2fqP+lcGDQ+2DToD7QK5BzwFF/xb+xT20v2x+6T96/VZ/00CZQJtA0gEmgbDB78I1QTd/8P54fcP+nr49fZK/LYIqQPwCu4NIQWpB4MGfQKVAyn6mPha+PH1/fZo+DP5VwEgBb/54AApFWwSrAejAyIGpP7s+G/1fvny8yvzyPhu/hD8Cfz0AnwLjA49D+MAPwa3/Xr4Dfuj9h/+Cvyw/ov2hfdn+ssBJQooDDsOFg77BNj6pAC5+Bvyz/V88snvpfAp++YC4wCTDoYNEwGxADoFZQKGAgsFIQR1/HH9ufQV+hf9cf8IAOwJSAuvDgoLCwgIDn8F1/1U+XD8L/Es9WL18PWmAjP/gwAV/vwMMxAhCnADPP8w/0396/Rf8Z3w2fPO/4QBxfehARgKdBBID2ITuwKb/KsGNgh99PbvYPGY9HH9Jv/j/Tr+/v7a/b8NIAt1C40DigPKAa8BGvfQ9wf7k/SN+LMB5f/pATIISgi6DxMJAwydA3IOJAiC/6D2NfJj+HD1IflnBPr72wPAA7YGYQp0CzEBXQxx+o78uPmr96X6M/PN8eEBMQvMBnoIjBG1DAIHswU7BSn8Q/rs+KH0D/jC+Dn6T/7SA+gBZgOvCesLZAelCGcFTQET+WnycvcM8JXwAPZc8m7+VATjCMYE2Qr3DoQHugmm+4r98gCC+Aj3G/D4+h7/Ivu4AnABcQ4vE+oPUxODDHX8AP5rAsH4c/Lk6j/6T+/A+dT61v59BAIF0wk7FZoS7Qf2+2D+bv2q+IvxevEp9xr9Dfq7/HYBjQWlErYNFgoyBCMBFQQiAg37y/cn8sb2Kf7B/v4Bo/xABj0IIQViC/z+P/1G/+T6wvZt8Gr9QfBP8iH78v1cCV8HOQpBCmYGpwiEBA8Aav30+wb6zP1E9HXx0vsI/l/6AwG9A1MNIgwKDvAExvcl/c8ET/gq8or0ZO+68FEB3vqF/QYDDAmyDS4Q1A/XAOT5qv6w93f8z/f189L97v5s/Av5PwV/C8cC9Q9nBm4I3P7t92f4gACn+az4yPu4/xwBQQF2+aUKxRIbDQ0DJv4r/o37fgG9+y/tBfEy+f71NviV/7L7YgauACMNhQpg/23+NgO3/4b9vvw086H5Nfvl9RT7yQVrDJcRKwSyB0MIoQ1mCrX8Nfvg+n/5rPY2/QX3EfvSAD8EbgdMC84MmAXzC5IDGf20/HP1QO/59Zj44+5G+fgCvgYaEowQMhCJDC0Qigzu/s78rgH1/rv8rPEa+/v5AP7a+oAFkwIhDS8F6geTDLAFvADEBDb3d/mi9DjwTfgt/QkCOf34AEEO7AvzDhsJTgZiCLX+BvmW8kPwUO1m+FEBu/hKAaMBVQQlCEIKtAna/mgERgJ4/Pn41PRL/LjwZvyZ/P361QLQA1QShxMlCJgL7AKQ/uQAEvrT87nxUPQ0+hP+KftlA3AGCALaAKoK+wh+CGMG0/+g9GjzXv5k70z0I/S29tMBqAj1C/8QkQahCVcS4gE4/74AufeK/Yr0X/R29dz47gLMAsEMEBOPCxIETgstAh79EQNmB179ffUd9FT4BwKrAfoBfgXQCJgEbAWUDC0GSQck/+v2uffM/Xf38/Vs+2EBQwEr/RID7gOUDBgH0QYmBCf+ovxO/JL1BvLr9+X+x/70/0QIVA1MCOERTgdbCgID1f+O/3r9tPk8/1D+gPop/OcHnAD5AJEF1w66BP4H/gKg/OP9bvun/IH33vT29rvxkv0bBRsNIAz/DVsJFwumEgQIofl+/dT9FvWf86TzGPxdAyoC0QTDC8MF1QzSBS8IzAe2/kH/oPvg+zT5mvy9+24KIQTZ/csAGA6SCbEEAQvKBQAJDf17/zn7+vpUAWj1zPQE/sH7PgLOCpwKyAfHBrYBb/n9Ai/+MvqU/M3qzfM3AV36aPwSBvgNFg1GCaQRCwnMCGwFa/yW+977BPFX77/tmvd9+Gj/CgQeA00HahB2C5kLMgGuBvIAmPYU9H7uqPgj/RbzIvm6/noHLAmYDfkTYwpbCOz9C//2/Zj2tPVM7lvzGf5h+hAFbQe5BVgIeQs0EJgOSwG9COX70PRD95T0V/ljAlQECwkcB5oAqQp1EjALSRC1A+8DjwEl/iL8v/Sc9I/6hQKn+CACawS1BasRYQ1MBdkFrQjF+3zzFvdL5ifp9vMZ9qD6iQUlAssBSBCUBygIlwAlA03/6fqQ9Hn6yvOM9SX4rvdvAXsGtQajCZIFYxASEqQHo/90/oYBivII9UDzk/gf9sH9DQGABNgNrw5xE/sK5wZHAigClPdv7+Xu9/Bf8krtQvLR/1sJawxpENgOMxCRCecJPgIcAZsIZPmj8p/ws+948tX6Xf8TAh8G2BPzEvIIuATqA4b9If/R+WTzk/Ag9RP8XfmJ+X/6mAs4Bl0BKg2zDTILj/9c/pX/4PYl9onwVPr+AxoCWP/ZCM8JlRBiDGMOww2tBCH78fep88nt1vZS9sAA5AIxB54GLwT5EiINywZxAiAE6QHpAIH7QvTG69P50fqZ9ogCkQMBDwUP+A2GD5YD/wQcBA37jP5T+B31D+4b9vL1Y/nt/rgBYAPSDCsNBwQY/GMEwAVx9kbz9PvA7wnxK/Fj/Dv8L/0IBAAFeQ3lDUv7f/wh+yf7t/PO+afuA+9n6cv7zv30+1EIeA6CEzQYkQtn/pf/R/y2/PL4JO+Z7Gfz8fR5/9D9QguKDOwCMRPAE8kMsQdECSH7xfQ46yLvsfKQ9I342PPDA2wEwQxiEOQGaApaDLcA7v0r/JXuP/e59i3zAPx6/1wDgwrrCk0XOhCtCLgILQhu/GP7Yvly8wzxfvVK/XP+ZP1W/sMGbg5MCRMG2gWu/0T+YPMh+eP46PVI9NT4qQJ8AaQC8gh7DzgPpgnsAvgAZQEj//oA0vpV70j04P7+ADgCoQUH/7gIGgfJBs4LQg3AA9gAP/9F99bwhfMY+dT/KPqN/RgG4g4mFOUL3AjJECQBdPwoADX3pfBl8kn3RADV/x8C9AbGBQcKgAisClUDNAev/LUAJgK68Xzp2+7S8lP6Tflc+uT9fgZVDoMJDBEMDNH8ZwDX+7r9TPKq66nycf8K+2r8zAJyBh8ArRZMEg4QWAKbAsEA6/Tc+FTwqO+A82b6wfk0AjoFXwjECwcG/Ae4AuP3kP1I9r308PIh82z1HvZI/FUFWgHdC7MJ+hQXCJkHi/8G/xH+1vfg8xXxuvZB9ZX+qwLrAD4FswtrBbkJPwxD/GgCWPuY95r0+vLo+f/1LP5a/dL4ZwKeDpoHPBLXBUkBrAja/n367vRx+7/1r++Q76v8qwKEBu4BBATuDAIEkf/uB/UClgMV9vDzeeu+82/zr/bW/oH9fg03EXkWgxdqCK0DIQOKANT2vvTI72v2nvwN8vb5XPuMB2oE5glbEI0E0gm9BxkBwPuf+cr2XvQj+6DwUPciBCUE+QMKByIH3QV+A3UEAfs+BET8dvjl9Prxs/ax93YAyQjdB2IFKw4BBe4PQwZS/hD7fvmt/rPyq+mZ6h4AqfhGA9YEPwP6CoMHJQ7FAtkH7QK5+NXyOfS47FLx0/lj/i0HuAAnAV4G0REv/+8FwwMGBH8AcvnM9Vn0UPcR+4f7qQAd/MIABgTkEZ8PswF/Azn8f/qx+Azu+POJ+eHy//py/nH94ANGEwkQag/CEl4JagInBkcEB/eu/uL09vnG9Pf2q/sjAzYGDAF+EZANgAOYAWIGfwJS9RT4FvM586juee+Z/mEDxQE/DhMPBRAzEOcNuQLHB8cAxAF2+HvzNftr/oz4vgVABM0LWRHEE0QQoQp+CNoDtvfa9Tj/4vc1/EL2nf9k+6r8bwfcDqMH/AaECKYLYwN1/Aj8nfNi6Hz4v/sT/Q//j/sCB48NwA5CE7ULhQpCBxwDrgCU+Pntru+v7WjwfPeQAZ3+qQamDIYKfwqjD8UF8AJO/vr9Gezz9LT2W/hO+hz8ovx7CFkJgBJRFCES5QZ7DH0Cvv0r+Ajwb+uh7734DPkk/w8HkAh1AbcLVguIBpIN+API/+L7mfEO8s7qtfQ28GL9twIvCDIEGREoEG8MjAutBFj9uPmo9vf06+ui8rn78v5q/DACmgpcFccO/g8MCoMNqwCn98kDyPnk6Zzx6/dH++71hQT9CTkNmQ0DDD8EtQLm/lD/nPLp9cb1afVh9yb29PyeCbIGAw0QD3kO+Qco/+39mP8o+rz0vPSm6bvuQ+1E9jr7hAc0CVUGGA8DGoAQhgFNBQ79aPZh+e/tCepn8KP3E/8IBbQFhgtvDSEJnAhFADsBuAK5/9r/M/dN6vTrDPRr/Dn69gTCC90HlA1nDhIMHgRH/RP4KPUU9wv/XwPq7wr9NQU1Bh0NRAyxBVYO3hKwCk0AO/6vAFb7Fe7X9I/1kgdN/2X9vgLUC6MO7RHeDzIJyAUh+QL4hfhC8kvvlPDh9Vn6xP4iBNAF1xHTDOEK6gEIAUX8TvfX+PD65vgo+x3/WvasBBUA9AMICtwMqwe5B+YC9AMu+zTxz/au/f3zpPAl+5wB8QeuBLQJCginDfoBTQQM/zP4gwM6/8L5QfPy+AD81wCGAtgAHQr8EfEMzQN5C8AIQvwqACf/dPiW/DT54/JB/h4AWwAYCOUP1AZOBRgHzQkUBNP9/fv+9cvw8+Zl80r8N/zQ/4IJGBA1BbcKPQ4zBBD8ZQSp+BL13wH3+rP7UPVU9aT/nQUV/zMIzw9lDJ0TXwS8//36IvEg9CTxCO+n+w/34vjf/jIFrwsYFccJyguaDagCkftw9zf+nPnF7A34UP3nAjz/rf3iAtIR9Q8fDngIjwkCBUX9H/c796nwh/iz9+D4uv5TAskBgwSFAygLcQu/BHb63AT09Uz2RfbQ9IH0Ovk3+SIBlAPrCEUWsgWEDFEGiASO/vj8Ae5S9wb6//Ns/NT+Bv1cCkoHFA4JDKILGQSFBhcFG/0f+zHyL+vL60/26/Ht9dUCIATVAl0P4hN/EPMQggch+ln+NvTr8Wrv+e5892P5WAHbAuYLlhQGGmIaDg/rBasD/vrk9vb6NfZK8cDzPvg6BIn/WAMECeIQjBIQFlgHZPshBzn4hvT39nb0afHm8N4ALwBUCmUEGgcpEUIKXAd0Aez7evsX9t/u8/yi9zj4qf1j++r6OwgiCv4NPBPNDpIBm/8R9jDyBfnm5mPu7/EJAFYC3AScCA4HsAvKDVUP+gdwApYCvfxN9578Qe3E/Ib5kv25APIGWwlFEQ4Tyw3QBI4CIf0o/d/3w/Fy7rjvG/Rl+PUBJAQbDzYLARf9BCIOWA9T+kD63+/t8rD30e238yz64fqvAykCegsTChj/YwBmBGkG7v8E/O7w2vYj72/v+/0K+bj7mAVmBSQEzwp0DUsPAwgEBlP/+fpp9p/wouVq8Pb4cPZl/7IL3gohDA4FABGT/XQCHftz95PvA/bD69fuD/M8+X/6SgS/CeEWiRhcE3wNgAGu/QwBYgO29iPufenI/S8CswTA//oLBQgiCCoVjQfk/xX8OAO58wj99O3H9Vr7lv2GADMMGwwwEGMTqRN4AwIK7vuTA/X6vveS7lD1AvUz8r/64fw2AXsL1xCmGUkSkwhI/yP8TvWr+0D/CfA7+fL+VPqj+/4BiQRtCF4F4BB+CLMKPwdb+xL9fvdB9AjyofVj+FL8UwJ2C14OIw5SCQIR9QVA/7X76/aZ7XztOPdZ9pn3+/yKB50GWQm3FEMICgNtFJkQqwbl/1TwJe7V70T0o/h1/60EDPwqCEMNVQq+A9kXOQcp+kT6VvXV87Hub+/f8vL8jAGjCAEHQg4eD0MItBGlByQH7fxJ+aH4xvY58mntKfKf+jP9BwgHBdcHNBGOFXEUMAh4++n2TPzi/Vb1xemq8B774wNRBMwJ2gnzDvgRgg0IDogFWQK1/3zzRfYk7uz8z/1E+hICvgZLDg0DIhIWF90I2AZeB4D6mvLG81HyEOl6/vb4qAFW+TQG1hRNDDAIlQkLBzMBOvbM7rryzfJe6/T41v6BAI4DOglxCrML5BFLEMgH6PxL/+UAM/to+tjuYfhT80v7nQTKCHsBIwaoD0UP0gG9BHH/KgBe8hnui/po+Zr2nPTZ/hsHqwigEeYNEAUoCFMF6gDNAQv1NewB97jyAva2/7UC4Pz1B60K7BBOFC8PIRPXCyD5b/x/+AT3j/Yw+RH12v2OAggF1AQqDeAJvA0BBhgQeAcZ9hP3NfOZ7qDvUgiXA1v3SgJSARIDrhFoCh8CeAzfB7D90vMB9uH1Ie0C9of6hPk8/wD/Nwv3DcUErRKUCcoBkPvMAIn2sPE281j6oPI48zz9AQMJBbANJREaCk0KpQU6A/H/RfL98ZjtyP8I9SD4O/2fAEIK1xKmCskTUQa2BJgEaf739xLwsfbH80D0GvmT/dL+AvsjArwDrwN1+30CNwxsCcf+Rfu07ajpjPJF9439AfjQBQ4KEhOWFoUSqgxCECkJQAIeAHn2aelC5dHp3vRa+3IAPgd2DDQLBAr+Cc0LxAYV/oT/zvTrBoH1yem99nT3sv1c/FsIHg33EGQVnAF0/T8C0gSY/oryjfT++SIHwv2K+5z7igK4A3P9dwwtC7cQHgn+Agv/S/hi/vv5Pf8++Zv3KP0v/G4GfAvjDo4MIgpgC+oIu/zfAG36VPx0AYj91/YJ9wQFTA3rCYQArgflBpEAqALYBXEBrPXd6Crvbvpk+UsBYQHNBWIPwxySCrYRxwzLDxgBR/4OAA7zSOu49dL5d/VG9noGPAwfEPoP6RHPCpkJRvox/xb0/fLf6eX0E/Lx+A/69Pr3CsQCFA7cE8QLkQurCSsFFwGf7pXrEehR8WbtO/aZAaP+9AY0DdITJxbqDlIFFQHq96D+wv2K9nb7RfY/8PT3IAIVDE4VcRTLGu8PSAHO/br7UPWl8sfvBust6x79wfiL+n8C5gtxAmcHuAFpDicACwAC9Ev1yvwu9EHuGfkOCG8E4gb2AAIJDwvNBdgFgQr9/IL6J/M68vTvAODd7vz2r/3F/Ev9QgtWCxYHDw8aBvgHxQKw+E796+yh8aLuAPUrAFQEAAZqDYYXRhmGEjsCawKYAM78kvVd7ZD41PAJ7vD5Nvx0/i4CSxCMDxcOTwPGBe0GRAoD/OPyO+837CD7oPa7+cj9uQOFEZ0RORowFdAGAP/AAXD3xvEI6rjn6efD72D8n/5BAPD++AuXFLcOowlSBasDfv0A+k70fPRQ/aIA9Ph+96kDNwh2C3QJ+AifE5ALjP/D+6UAJf0A9Zj7w/r/+Wn4l/3FAuIQpxr5COgFNgRP/L8At/jP8gHwR/MR7gv1TwJw/EgBuQgpFH8NHAtADsAIRQYW/s31PvGa6x3x2e6o/IIA9QID/1cEUwd6GWgZYwI5+yACSABA83X47vOX7M3uHfWW+nv72AYrEr0JhxRvC0QOJAao/+P4RPId8O3zCfedAVsArADECjIQ1AzYC3gTwwZhCZUCkPVB84v09vKN8az6RwSpA+gH4AT6EPASa/vaBZEFd/1e+fj0cfsV843qLfI++S77oQb9BUYCHwfpDC4R/wbsCOgB2/cG+NztLfhv+QT9nvtnBL0K2A/wEmQNnAo9A4L/SwSN/67yJugH6ADjlO9h+qUAqQbtEOgSCRHaEGkAzwfmCav/hOqG6PTv8vlh/l73Pf8sBfgHSw2QFf4XRAwHDEEEU/y+9z76Lfcl/+D+5QRAAxP4r/twDIYEPQmnBI0JfAll/jz7KPOC9zz9CPp49Ufyrv9/AYsIUhC7CE8G1w3gDDwCV/w8713s1fQv9HX+kPeZ+C8GyBKjCNb/twrMC2sFQgSYAen50/if7SHvmurh9833e/69AOAOYgorDXsOgw5e/RcF3PnT8KDno+bp9i34fAE9/WL/hgeMFvwOsxKlCeMKJwmD/5D6KPAc+87zWfbk87L3Zf+TBwwG4AmLCaD8ewBCBOoCqPy6+vX3XPPl7yT0i/vVALILxxGtGRoQ1A5cCuIJxgLoBHT8dgEe/bnzkel2/jsCjv19Ct8PexO7ES8M8gZcBpn+qPA78SDzuPmv+2r1A/08AMX/4wC/BsAOpwaxCG0B9fzN+yHzU+4m7j39Sf6y9Tf8hgQsDIX9lwQkC1ELzgDSA5ACY+/++E7yDvf2+/b98/8k/UcAA/weBSwMHA6dCpr8tP4S+DD81/W5+OD2oPet/McBvgoEEEkOyQwtB+IFuAXZ/jX+Z/oi9AL2/PFL8+37gAEmBekKvw8hB3EDnAyvECsFg/mO9aj3mfmW8lPwhPA7+pT5/QqQD5MJxAjqEscCoAF4AEL/5Pvo+6zshfWV9Af69P1cBTMNkRM2FvwMhwyWB30C1/5S/tvw+OZv9Sz7jvy0AkYJAgR2BQYK1gJ3AOEENQAlA1n73/WF8FP2C/nrAZAEC/3sAvAL1gmCAWgGUAPdB+EDEvX379TvEu7K91z45AGZAaz+EQ1vBK4G0woPEKAJwwSL+S70AP3c7ynpP/Ze/hL6hACZBMcH9Aq2CpsHDwutAxkE/Prm+SXo7fLh7i70IwGoAMYFVAPjFXQcMQZ+Aw4G9/5V/mj27fdF+BjxdPow+gD/lgMgBbsS6xZ6EnMMsARVBjD/0PQt89zwifS07qn52/vTBfUB4grOF0oQ3wYZB1MFUQPQ/dTu/O34+qL9PP4GAZX6mwGVB7wPgQ6wDSAOzAsWAdwCTANQ/sX2zvXb/AX8V/1e/28FSgetDTMFpAZtCmEFpP1V+rf37PJ9/YL0RPer+ooBcwVAC2UCIgdLBqMJkwWI/ckCafZx8qDukei29Rz6o/+0AfsI4QghDg8ONgXW/pMAtPu19OD1oPxQAG3ttvVF+gIE6AyYEEkIlxJcCU0RPAC9/kb/Cvki+Zzzcul79X72LwMwB4oI/xIDEMYOOwdu/9EGMPrw/HP2yfX4/hIEY/3X+8YDygZaClYa/gmYCsIIwP4z/0745O2O6YvzP+wr/Tr8xQEAAYAQERLQDVUPmQDLCPIBaPHS+Ij8pOxl+g/2Mf3H/nwArAuAC/0KugXIDzkKkwRp/TL9r/Rh8jbwJ/Pm9vT3/f+OBegJ2QmJB+MQ4wn7AlD/1ft78iv1dvRr6Abzbvm9AgQATQb8Ed8XSBveE4ALCwGxAKP9LvDe4wjuovwe/38CAgK5A/IDMA9PDmAJ0Qm/AAz3sPTn9fvsce2y6nzvrPsSBtoDeQreFLwTSw0EC7EAIPk//ZX4sgAw+Rj2RP05+fz/+wgNBX8TERFeB4MAZQPSAm/55u997w70e/UT9kX62gJ3/5EH3wZuBi0I0AsKCcz/lfsz+3b0Jvcd8s30c/Z/+jgBmAAND8QTmgh1BggFlgVwAAQCCvrq9hnq+ffH8A0BOfoIAo8JCAvmD7YWaBYvD+0EJAE++fD1bO169FLy/fqE+fsBMgQfCREP2BakBGAR5AW9/JT/kwBI90DzVvIk9Fj2/PtrBgkQBA3ECfMT3QUDByT9rvj6+EkDS++X6OrwMP10CccHQQfOAN0MaBGlCeQHTPxm+gP+P/pa9N7vcO7g8Sj3JP3lCP8TARG2AxEFDgkyCSACLfnk9ND5dvNc+Ln3fvnxAjwC2QcGDUsJRA1sBEIFkPzW/Av2//WY8RbzoeuG9I765/ypAu0I1hSdDV4JvwmICgr/E/k79BryhPTm8ijua/zdBVcCYhTGFioOfg6rD80EogE4/P3yyvGi8NTp6PKN+cv9HPhxB60F8xBpF08HngS2/0D/SPMn76QAU+oH7pbx1vT5+aMJ7wYjEDgRqAnfCvb9KwqfByn14vfF+NHvzvBB/uz+EQIKCTsI6RhYDEALHQUH+/D5RvV29Znu0PDT/8YCx/6YA6z/lwrJCN/9Jwg/A+4E0v8gAEr5zPdL9sfyBf7v+K/95AfPDJkPvA4OEr4KDAx4CJ34e/P18ubsF+4t86T4bf5MAQMLoguNBxoSQBBbCysCIPzG9E7wQuil8jTyBfJhAyAHyvxbB+ULMQjDCOgCxf0SA7YC3fgo9/r4OO8G+Iz8L/rjBaQM/xE8DL8Gngk4/Tz9gv6b+ETszfDV/PX59vay/139lARD//YP6BA/DbYOkAjTArP4ju9V7Dv8RP3y+dH9G//aBS4CMw0BC9kK6QSNDNoDFPkF8GbyVfSn9BTxbPUi+0f9QAH5CiYKhg+TA5YDwAAq/cb91vQG8I78Dfij/DIANwDS9X4M2xSlCvMLCQuGB4IDSwI1+dz0+/Wm9i/9Avo1A3oN5xDVF+gWmxDLDe8JSAgs82b5BvbF7Gjwlviq9tD6ZArMCCQO4hLOExcLXP+tCM36zvi+/IXqh+hQ8a/u7QKbBiwG/QjADzEJYw9rEZsJfAHs+lT5+Ote8nfyLvbL+R7/ngEfAXgPyRkrBawUDQg5+G4A+/o/7HvyzOn984L4Q/yb/goRVxLxB9APzAoFBCMAEQM39TT4mfY88cjyC/gP/sIA5wc7DfsTTxJOAoMCwATcA7r6Q/dS8Cv48/XX8iX4nP1g/nIJBRB7BJYPgQUg9gX6+PhL/VbxLfO073X4B/+Y+3UDQQESBdUPUwYaETj/0PXN9sj8YfhZ8RH3m/St+An9dgUj/rUJXAqHDrQQ/gV8AgQAef0a+lL2g/EM/bP9swH4Aqb/VwVJCasP8gilChsIHwtYAjf5WfZ99tT2Z/Q+ANIFeQCU/60Bqg7AE0sOPAkFBOf7ZADl+VT2F/MA+Nv77wjm/K77lQDNDlsX7hNID3EDlAWqA0P2hewk+2P5YveJ+3AFTwVxAtkPgREUBesLKgZOA8MEPwHq9uv01/gW+Cnwh/JU8CT/lA3rBRr+jgQ/Ct39VAFP8lvuFfaL6obsCu5E/9YIIwo5DR8RhQ2iFOsF9AMOAeT8qPaB8YLv3vPN/ikGhPyMABsLn/6XBu4QMBp2EMcEtf/i9jL1bvSF9Zr0OPkm/rQC1wqtCwcPSBNmC7YCzgXuBcX/HvJl8mr1OefK7339qQRJAPoQow1bDswDqAlyAQ0DaQYz+jr0evJb7Wn1JfNuATH7egg3CD797wb7A2QJwQP9BL3+Sf7h8xnsa+7B8vv/eP63A24I0wzrCwsSZAT4CAYFnwbc/JjsHO6t6d/y3Pum+eT64AUxDCgI/gfZAv0I0AfR/wD7Ef/m7+7xHec28D3+KQK+AgQHaRHCCKAQyAwxCAj+cffl+yP1RvNs8qbzG/mS+EYF3wZBF2gUkQyPAmwJ9wNeAugDrf6x8tLl5PB07mwC+glmA6MC2w5EBhMNnAMpBj0E8wFS/DD57P919jMCMACwBYwFIfrhA7QLbBDrEEUMCwQ0/RT7Xe797Vr2vvYv9pj3jQEpAsUJwhMABsoLLgfFAyX+M/2K6EHqt/QU9/H3/P2yBAwKFAewCVcIPwpVCPwCAvut+xT35vi/9mL5Q/XN9uYCSwy6CfwDWQKpCCAMQQpMCjUGFv6L/CH7zfSk9erzI/cgAZwHmwjdAGwHIAfCCQMLiP6P/6f1bvms+vryzfVu9WD8KAamBkkI+wIbBIcW6Apd+70D1P1O8Qr+GPkd+Xn1f/jwAFwFGgk0A1kFr/85AcX+9AL8+pbskO/j7Rn36vB//RH4CQb0BPQG3BUzDa8LH/8o/7T6rPCZ8p3vzu9D/ggJIQxCC10Kr/zbAKURxQ9WBPwL3v+a9En18fY97IkAdAEo+RMAggT1BZoMHglKD179SgTN94Dzz/eR8PrslvHy8Tf5tgFTBzkKQAgOEKwJpgF2AGgClPlu8C3wgvT68RYBtv+bAccEawmoBEANpxoCDREICvrh+wjyg+8R7fPr3vs99c/5NgP3CwML8A22GyEVxAMUBXwFvf1i9mHyf/ZI9Wz2G/wN99EBcQpDB6gRcxdoDxgDOAJp+pP3Zv6n9+rrDu1w/yYAM/uOCU8ELwE/C8cREgz1B6r5Hfqm9GT1U/P66pL6m/uY/YsB2hB4D+wIWwjHB0cB2Pf4+Fr+N/Xl7D/5yPro9kT9Bf/DEmISEg9zECcLkgt8BeMBm/yZ/ir0u++h9Iz6NP7sCFENjgxbBWQR8A3IECEGlPzV/hP/Oeoj8F3xj/dNAlP9LAJCCTkHygTeBSgR4wie/Cf9Hflj84oBxPao8j4HZgfV/+v/Kwn2ETcOKg74BR4ADPrY9qrwavG167H4Xvbb97sHGAbyCEIIngr0AN0AX/8D+jL4tPg28Wju8fPpAiIDIQKIAmcGzgAXBUsKWQXZA438AfSo90D3PvEt9Qj3YPiMAHkEbQzSDm0DuQUUBqUM3ATG/zAAvPeq/dv6KP/0+asAd/bS/swPIQBJCe0FDwb+CDn5GvY89qrqnvfS7pv0+vyv/9AENgRY/sYCHQ8oDtcGUgDI+Qb5r/YG97HxsvBX/wb9NwUPBb0CCAdBDCQNEf9K+OP8O/zo9Jfyl/K49lb3jwFH/9sFQA55CFEFKQ9/CeUCzQYiA0L2R/m3/A/xivA084b0rQN3CtwPWxAODTYREgXmA9n+ufsM+/v44fCB8/YAQABs/icCmA+qD4QHpAk2DSIGF/9w9tL6Svg5/372cv2e96cCPv+7CiAHaA5sEBgKHAou/pH66PpW+RT5BAFP9L/+5PsnB3sMvg+eBNIQpwwXC+wEQwHv+RT1Aflh8Cn1dfg19w0G6AacCtwHkgPADi4FwQB+/if+6vbm/FT2uAEP/PL41P3t/wwH1QMeA+QFngU6BTAHxQQV/Cv92flr8VD0xvWf9jgFaf93/n0FSAlTBzn/KQL1Bb7+Jf1++vz16/UX+xb91v3J+m4EMA1aEmsKOxHHC+H8ZwCQ/CX1Xuqj+dbtIvHg+z8DDAJ7DjQOyhJfB8cEugpC/pX38PLu7Yr0ivWY/Rf2Lvry/ZkNBQ0HD/YL2QYXBtv/aPre/Tn8A/JK83j3wf42+3L+tAVDDIEOxRCiBLcHxwVQANf8iv688FUBrvoi/L37oArzCR4GpQxiDO4Ijgpr/UcG4/dsA4kDRPbT91X0SveA/J8EsQ6nCwUI9QAw/kcDowA3AG76Uv3W+p391/a494r46vZVAUYPOwjKAvL/Ngf0AnX/KAN/+ZT7ifWA9oz4I/39+HcGARQMDwsMixINEh0Dofv5Awf/Gv+Q6pTtzfYE+kb+SgVRAg8OSBCiC7wKFQHU/iX/PPi49i/2nO/J8fT4Gf6a9zEI3wZpAScF7Qt2Ch0EPQBTATn93vYv8eT4b/1n/ID/8gWYCiIJGwhLBNv/XwWL+XH8APap81r11Pey95r/NwkHAbT+cw5hC48HHgUdBlYBR/0d+/71De5F9Ab6jv/W/w4BGf7iDO4Ipgz2CVsOaQOZ/sn5UPob/Cv0Te1z+O/2zgGPA0oBwQXTB5gRZAsiCh0C/vZH9772JPKb+Zvwb/o1Agj/gAJHB7UFxQKL/gL93gOBAycGJ/Tv86boFvD+8tj50QDuB6r8bQNIDtAGAhDmDVkBHAGk+hn7IvPk/Pr6BPZA+1T7SQXtBoMPyxAPDAQK2v/g/Hvy+/pKAoj5xPhv+wsCpv82CIEG1gRDDuIVwAfDBOX7bvsS8/7oOO7f8yf0mvlT/2MB1QLACFoDRQTKAtIIYQG2+r764PbL+YD07PUh+pH+if1MCcgJiggSDiwS3/6S+lv70vo2+Rvxhu/89mr/Uvz/+UYDlAqQCDoFvQcHB7kELAbRA+/1ofW27zXzNftu+vn6yQSrBjYJhxCUFw8ICgRjAb799Puo/G/y+/YM+TLzXgBJAUoCFQLNAosR0BJjCIIIX/9R/0b6FgCI7jP1J/UG+mMC0wFrC8UG/BEGDFwLQwYvBXAF8/sR+Vb44PMp+6j6w/47BKMG4wWSC0sHOA0xA+P+gvsU+/D5YvR18jz8m/qy/zwJEgrJAQUICA0FDDQEhwbk+vf+hPlm8Yj58/zb/Yf/+/7W+I78LAzuDfkK//2HALsBpwHZ+UH1+flE8g/0Ufq5/6cDtAYHDM0Q9gXzA7IL5AOW/bz/Cvbp8aryrPPD/aX5QfuDCo0QTRNxCcILmQjS/nL8uf1Y+gP6F/HN+eLzpPa5AhP+pQCAC8MBzgABCTYJDv/d+rj0igIc6yv1K/a2+AD1yvsF/YwH8wjrDmMB7Qy0Bt8K+wAH/0L/+Ppl/Rv/PP9L/nX+dwJGCt0JVhDoDXQJVgXc+pD5ofHs7qX45vzh+gT7rwF0DB4HigaVD7EMsv/EAYz/9fcR+ob46fEL7a72k/9wAQsD/wucBqgJvwzLA1EGi/xK+AP73/Wf9sj5lfhf8pD9vANtDtUEAwJEBdMK/P27BCoCtP3U/Oj4J/XV+tn3S/7h/xIC7AFNCmkOuwIUBoX/Pvc19RD2WPbs9Bj1O/HW/hcGmAJD/kIIrA3UDZsHEAcu/cUCo/7f/mf9Gfh28xv6YP53/dkIggg5BIkK7AyFBIwDcP0W+7bzXO2J8tjzuvxX/EUFsgWY/rQEOAVkCjUPpAbT/Gf67PLX8vvyzPDV9Ln9yQNdAwoOWQ3lEEcH3QaZ/04AQP55Ao72MPbk+gr7nv7X94X40AQHCvoHjAMfE4IKGwKo+b/7Cu7r7OLxRPcn88z78ARb/8MF/AnMDeESCglq/d4G2wDZ/fn05vjB9SoAcPgr8sj7Aww2DjUQpQZdAs0HmAmCBBP98Pf19af3BvTk+iABOf8PCA4Enw+8BvYQeAiqCe0BMgCX+432ivOn8o35UPtj/UgClAmlEJMJZAQyANUESf9u9bf3fvsL+NjyZvv+9mz9z/eA+mMJUxTSCrkGiglDBNsCNf2Q+lPy2/V19hj51/qqAN4GvgoLDcoOEQxzD4YGcvcZ/hj3xPAT8erwDff++a782gBUBkgKggrnCHMKtAG3/z/3GvWC+x718/Xj9H382gEK+x4DHAH4EEMHCAV8A7n9z/d1+yj0H+2q9SgDivjV+04DKwEQBoAMKAkQCzoNJg1p/oUALPjn8VfzMvgl8q72jwH0AjAK5wzNB0kMbgtMAB75lAA0/Q31x/Oa8RrzqvXz+dsG3AFyCLAI9xGyCswGTQNOBH4IVgHQ9An0k/1E83v10fYZAfYIOAHwA7QCSAdnA3wHMPyF+48Bmf1q/ZIDqvs2AeT/bQQhBrcDOwUkB4oHZACh/pf/+PcQ+7b3//b39ILzn/y6BGAIkwF4CysQ/gh2ArcHvAJF+ln21/b3/DP3u/jL+Q357vpEBwEESw2yDoUBoQSyAHv6FvQC91nrgPPgAJD9KvtDBQUQywihC2IHAALfAQ4ADAHP+oL93ff1/K78kgAK/YAArAQrEOUNxwhNEJIJkP3a/Ij/Gv+I94L+PvrJ92n7lgYhBiUC4wmKCJQDRQLXBA8C0vzr+438lfnK+TzzogC/A3QDjwWqDLkTIgsnA1P7VPoMAJ372/cv8rj7/fjF+gsCuv/pAc8DhQY4BVILagkFAegFnPwc/rf9g/qZ+7H6+PwiB5gBBQPrA34EMgn5B8gF1f2C9FADE/5c+H39VfhU+WH9ZgOlBHz/PQuGBZYGKQsu/7X2T/VX+ygDRgH/+cf9GgVbAEUB9QWMCBAOfwUmAxYBQwCU/pv61/0I8lr2sfMm+GX2vgIGDBsCgwh/BOUMoAIRAVoEw/ao9BL7AP4m9r/1Vftj/KkK/wnkCcYGMwe5AYv/P/sZ9Ij7LfgF9Lb+YQjP/mgCbgig/58JIgz1DgIKhwKh/CkBEAHd9k30xACP+e8BiAbn+wAFcwUgDA4LDQUIA3X6lAKD+/n1YPao9vH5uvmDALcB+wEKBHoGHxFk/04BK/nPA6L7RADk8/r1ovmf9tH+wwLbASEErAmPBkMLwQBzAhv9TP/C9z36yfTU7zv1HfoIBCoLWwVABBkGUAhZC0ACbP6cAFj8mAIk+/QChvi19y0Dnf31/bMEIQaKCiwKSPnaAND+uf7j+PL1JPLi+93+s/uf+QgB6QnTDf4EaA57DeX83wD6BGz2EvEp8DzzBv7f/6f9GAIXBM4MsQziDi4F2gbbBKwC8P5pAK73dfb/+O/z9P1d/7H7awReBlcDggkdBOr+hgGD+6T7zfpl+0T8evSR+lr9egpsAYwFmw8MA6QCzQWvBmj7UP+Q/2v0zu+97ZHzhPl2/vf/awR9BMwDrQo/BaYC9P64/Uz4rQHv8xn0/faW+rsCt/9ZBx//1gq9CRUIrPzgAiIEF/0uAPX2l/cP/vkC3//+/bIFfwyDBCoM/AXSAgr8EwK5Aor2I/4D9hPtlfabBO4BmP9c+XQInAbRB7AC5wB7A3H/rglk9+b3C/4V+pj4wv+CA9gBdQOfA3QIkwUFCe//ef92/z379PcJ/bv92vsf/Tj8AwNLDAIAeAJuAdIFRP4xAKUB7PKW9Xv47Pry/4j3W/xAAPEDZAFuBtkJ1gNBBmAAoAMZAujz3vIa/M/3v/ZdAOIFwwlaClAL+wIlB3wBSAJSAKr8ZvBb8UP0HO4w/GIB8vr3ArH7lQcKA4wPZAcqAy8B6Pk9A474dezZ69r3B/3j9oT/QgcDAfkCCA5JCUAEjwH7+ZT8ofVu9wL/ivae+g741/zuAv4HDgHWAr8GUAW7/K75I/dD9i355vob/Mv8OferADMDJgMeCSsGrwKwDRACPP0SAvn8ngEgBeT7dPt195cBbf7QC1EHKwmgBWkBGwNTADT4mf2a/kjzF/Ju+33/fABn+JYFfAC/BTUGwgkJAmgBPPmZ96b9OfdW9+/3i/yEAUX/zQRBBP8Jxv84By0AA/zC+aUB+AC8/tz5qvpQ92Pzcv/aBVkKUwexALMK7wYcBAQARwGaBCr0EfJf8OL4v/45+SH3zgAuDEAUtAqmCzICEf6g+vMCsf9V+Z/uT/TO+TL5Nv4m/FkFygcnBoQFxwRfBUEALfiq9df3T/06Bp0A0ADF+cD7vwLTBG4HMA0TBIQG/AA+BMX/0/vsAZz/7/mg+Vr+CP++/ScEmA7/AMYIIAR/CUkA6PRy/Xf9i/WM9e/6B/x79v8BFwx8CmEIvf8eAcL8p/ou+t70DfX683jwFfvR+kkBwwHbCOcGFwc1/swAUAeR/8QKNAEV98j7evfe/AP89/5YAREBywVhCE0IWggOB3IDXPoL+mX8TP5z9THqhvDN/FMDRgf/BagAnQzaCPQN6QSf/774cPxo+nT9o/fl+gH/+fsoBlAGvwEWCKwDaQX8BJz7Bv8SAXr6TPoh/N/4oADr+a0HKAA7AUMM3gYrA2UD2/1g/y/7IfVx+o/8rfrn9I35BwGk+3sCWAmAAocDdATo/DACVAQ9BC393fq39x0ETwJw/wIE3PodBWwDoQlrBa/98QX3BmQD6fVJ9cP5f/yc9uL44fU++9IEcwf2C/oQxAGWBSUG1/1+9a76d/r5/Tr61wYS+877VgjzBMEIJAgFCfcBZgHUA+f7QPOk+zf+Vvs9+TP/Kv6A/3cGDQP/CdgGngAbAyoBv/7L96nzKvak9rb5RwDD/Cr+4ANNBWf/vQf6BE8JXABJ/Kz8Bgma/Ir0EvrE/bj8lf9KBFUMwAu0CJoJkQMdAOf73/ez/ygGYfqf+pn8OwRD/tUIbAvNDCUL9QNPAN7+6gJ4/WD+mAST+jjxCvm2Agz4Sv+JA2QHCghNBSUKXALR/tH9E/n1/fL6evMe/YT6t/5jAJEDEwtzB2cGagrdAvEElwfC/A3/0/vp97T48vaw/EX0ewSqBX8KrwU9BxEDzgIUAWj7yP0C+A/7vfUq/Kr6Bv+IBpsCDf0cCHsBQP7AAb0GUAHC+FX5+wPj/lQAAfi2Aib73wfQ/DQA6AUMCSgCeAKFCZz9evuy9G76Vf8m+VH0xf15/foF4AJBBpwDEgE9Cbn++/jQ+R77Xfs69Ov6jv3G/ygFTQWWBSgDwwXgCtEFRP/0+gv/Pfky+JH4k/PZ+JD75QJkAq0Fnwj7Cb4AhARdBI37xwDH+6b4sfk8/qv5iP7kAa372/jFB4oLcgaED3UKNAbV+qT+CfgZ+y3zyvYl+U4AJQUH/0EDYgWyADwC0QQpCmwFB/uj/Sr1+fPQ9c/9/PtcAQ8FYgftDEkGuQJYBWYFNgDmB6T/u/rM9of68PgD+UMBFAdtAmgD4QC4B1sJWgJG/ib/QQWm+473oP59AVoCsgH7+EYCJALxAioAxf8GAir/xgfK/0n8c/yE/ecNyQC8/2H8fAH8AD0ERxB/BooEQwYaAQb6kPla/SH4LvPy/4n7ofy8/AMKvwb1C6cONAkbB/sAlP7s9438X/no8Ab1k/+nAbj4Zf9SBisIVwWTB8v9EgNIAggGRvoB+Bn7yfhP+/n7+gLeAp4LgwfFABcIwgXt/mYBSP3NA6gAO/0Q+E38Pf8OApr/1vh9BO8FTQZ2/v8EhP8d+qEAOfqHAiIBOPbS+Hj56/woCcH8QwGwAqH/igWFCOwFkgHE/Zj+WwKx+yL1BfrW/IILtAdXAQYCKwbXAWn+EP81/nj8xfy6+y0AmPVN9ZH84f5Z/8gGwwikBXX/fQE9B/kEPAD/+I333/iB+14BvwM0BTgExAJxAcAH6wUEA50E6wPO/JYBmf+M96j7k/q+9cH8K/7Y+YkISAaKDBwM2AjnAxsBcAMVBRD9H/rT+6sAtflb+LL/DgDRB/MJJwFO/kgK0wTr/ir8a/rC+0f5bvJV+Aj2yP2+AKwBFAWzB/ADEACxBBsHqQGg/Kv42Pee+97+qPzw+cb7Wv4bAjgDQAe8Bjj/VgCc+4z+5Pxf88j3H/lF+Q37FQApAP4AggYUBKP8hwPp+gX9uv3e8on82ABz+6T8LACNBY3/NvzaAT4CxAOvAwgGpfhQAt352vZR9m77gwD3+qsD4gLTBbYC8AB6DMIF6gPg/9X9CPixApD/PP4E+hH6ePs+BoL/qAIAAYcImQQA/ycAO/+b/UX6hvgj++X1Bfox/l0IQwF2/wMJswZMB4YIUQJC9kz8fARkBcr9rva1+S8CDQDzAFQMnQbyDAAHkgb1AmYAKwkHAV/7OPTi9/8CdAE9/GL+MQccCYYLhwpdDFILGwb3BVX1nfcR9Pf7l/zq96H8PfsPBgQEUgE+B24CbAa//vf/XPzM/P32yfKY9BnzNwAD/xQF0goXCF4DBgbQBXIGywD6Awb92/0w+1v5v/fp+8L9h/uL/JMGUg4+Dl8IcAffBp8HcwFZA27/dwMF+0j0aPVeA7j+Nv1f/y0F/weZByIGGQNI+Bj4GPZX9CX+QvzdCpgGwwaS+vD8CgGH/EwCGgJOCXD8qAAu/xL/YPya/Cn/UQHCBEL+gfztCHgScQ77/9D5qf9n9xYAcvWK9qH5hvjiA238VgG7CHIDvwMlDnIDFARvB70Fzwch/Zj6I/1ZARkBrP8nAWv8HQIlBXQI4AQVBL8DX/js+FX6MP7e9u78HQA0Bvj96fxJAFcBFwCqAiADrgHT/hcALPvY+Pb+ePjd948FoPky9yMD+wcpBQX+YAKVBBr9kfvb/dz6ivlk+En5ywoJAIT7VgTIBDQBQwapB8EF3f+v/UoC9AEW+6z80vk0/aj4dvrH/q3/kgK7BJ8CIQAWBPED0QEd/V3zs/5U+RH5N/2zBMn+Q/xGA5ECFwR0B18Aw//s/WEFHwKwALr3Jv3MArMI4QcL+icFWQhEAqn+kwG9/K/+PALQ/Hb89PmKA6z81QTqA6kEIgFL/GcJPAZ//nICVAPC//kAZQP4/L74lvfhAtkAAAzl/E7+9QPxCJoHOwTJCewDkPqUAbP6cful+i37dAOf+DT9WPs+A2oDlgcgBeICHgT2A6D53vxB/Cb3E//WA24AQQJD+LkI7AMUCXAJif+1AcQE0/3b9rP9hvzW+b7+JfWd/ncD+AAQBhUC+gITBvEBZgbwAaH2q/nm+5j6r/5R+EL6Hf6dCcsFeQE5BuwG1wgDCMkD/f3j+If+7vuM/gkCtgma/lgF9QS9AEECwP/dBToEiARpA1v7SP6d+5f6WPkl/2P5yfpJ/osEq/7B/8gEwfmS/B78H/o4++b3RPwu+MH0df3u/psEPgMW/xH/I/5OBED6Yv/uAJH42v3x/8ny5v2y/MP8AvxHARMFDQQxAHkFhwTd/gMF+vwKAOn3NvlI/Pv7dv13AkwDbAYy/YQGtQApCNMC/AMRAyv9dvd//Xn90P22+QkLYQRO/1gA+wLjAqoBMgAl/zX7ffng/Kv7LvWOA2n8PfxP83L+XgEEBFUC5gKW/CXwxfyiAYb/SP1J8yT+5QSy/R77q//RAjEErgWPCFsEVfua/d4A0/16/ur8L/ne+SX7KQIAB1QA0AdrAaMI1QQtB30DEv88/278TvvP/ur49/xV/TL6AwZBBKgDMwcC/978zP5lAQQFWQEF+F70xfgSAosGIv2X+0wBHf3/A70FDgXK/A78m/yB/Gn3mfuA/ZH9/PttBtb/KwKTAmv/GAaxBn8B8ASYAfT/9f+v/vL6ffziAQcE0AUeB7n+BP+lAtEIpACZAgv+lv3ZAIH9EARL/t31YwcUC3gE/AN1A6wFoP88+aIAuvn7/2b/nwCm/RQBovsqBmANBwIc+xP49fka/w//GATU+hQE5QCX+b/1+P+kAWP9OgQ0BQ4B+v7KB5oHSf3UBzMDxP5w+/8FLPuW/Bf7+fweBpv4E/ke/6D66QAKBgsAdP9u88AAffwx+LT4fv4K9Rr2//yyAk0EYQAbAY4D6vtuAsoDQANoAvH7Yv/u+6sABQEG+wr77QHa/J/7ugONB0cFpQOuBVUBlAKJ+xb77Pep+if75PsBAn78tAd3AIz7LACsDFADN/yZ+sn/nfiA/oH/NwY4BUL/oAKo/+sGGgGRAH3/SgSYArcAqQJX/oz6RQK9AxACDQUf+jIA7v/UA8wC0Qjf+p32owKN/WL9MQJP+iL84wS9AssAcAB6BU0Cs/5u/6sAuv1q/5X9ngAF/Nz/Mf4UAC376giH+Tn4mP5QBb0J4QbTCTv6hQK5/TP4PvY2+638awHmAaICxQEVAAcBgvz7Bcj9rfhtAIb+V/+t+X7+JP+y+XkCzwT/BnYHGQczBCn+GQDcBogI9ftG/W4Cf/Xu9yoFyP/GAFcJ3QIJBKgDbwVz/a3/uA35AK0Dm/k8+jT25wSN+90ErwRQAgz+hgKzAiH/YQEz/8L5i/vZAGoFWAQ4/mYBRgSB/Wb9eAMmBZsEp/1zAOIHnARcAFT6gvi8/vj2uPnlArz+/PpzAP4AmAUYCmoEWgK+AnoEPPzx/BYDvv/r99ADF/6G/GH+oPug+8H+2PsW/zwE+gBg+Av+DP71+wMBUQFf/rwC5/6D/+kHPgW9ARUI5/wN+0H+0foG+Tf7ZfogBLQGgwFIBhYBZv0z/g8OFQgF//f7iP8rAe0B1f3tAS0F/w2hCMQBePyoB5ACw/1iAdYB0f+g9sn7Gvmt/ED7tf3p/dwBmgoeCLMDJAN+AVsBuQP3/qn5n/fQ+aD8mfRN/zMFAAOJ/wsJUAP9AdP9Y/nGBKgF5gOTAz4BdQikBGv+8/91+WoA7fo0/V0GaQHBAyX/vP1e+Ub/dv3Q+wn8oP3A9Nb7fvgxBPwCUQEuBkgEc/0F/+v78f+qADEDCP7d/esCNP55Bs0ArwQ+CWAHCP7MBP8BRAMyBqUF//U8ABcBWvqi/Q0AVP0a/PH7pfomApMEswPtAH4AvgJN+vwA6P3b/Xz+X/y+/Z/7+go/BAb/rwAV//j7rvyLACMBNv8EAI30FfV//2EAZ/u8+4EEfAVbAGv9BACFA6X/+/xj/q//Uvoz/d4HCAUp/3oAuv5Y/O/8SvzaAz8C5AkxBur8sfmw/SX/LAUCA4j/dwZcCg4ElwF+A/YEiQgPBLoAGwP9Bev+OfvT/eL+0QBaAmQCMQe/+976FgHQBMEGNgWBABL8mP0OA9b/z/7s+bn89gBsAcgAKQPbARf+dAE/ARP5kvqHAbj8HwF8/E4Bbf1gBGgA6wNwBaMB7/2GCH79rP4t/yv5b/3sAfQAWQN8/b/8uvy8/e74sgQACIoFEwD5/Iv4c/2L/Z8BiQRKAyX5j/SR/loAKgVnBksHOP4PAZ4DsP7m/fQAv/my/NIEdwOp/DH6UP/JAlr9vwhUCW4FdQRABBQCgAehADUBxPo+/e/3eQA89I/7oAYgBMsE7QHa/dn94QOMAYkFOft+9QsCFP48+dIBT/vz+8z41QBKBbYFKQXuBZ3+bPwKA0P65ABcADf9MfnT/AUGCwN2Ac4CKP82/5UC6AIJAR39lAE3/nz8//4W/3r7tgJgAw7+bPwX/kP7FfgwAS72b/ofAJz8qfw9/Yj9hf4v/8gAnwKo+r/95AINAygBnPuU/K/3Af+LASb7eQSi/GUFPwTW/w0IxQWqBQMAUAYF+p4B3QQo+576WfQN/JoAuQA//kb2fvloAagD9wFuCI8BLv41+VQC/P7kAe4CxAW+/Ar/5P08AWwFUQL692cG9f1m+YH8Zf0f/838XQGeBAAJAQiTAhoLHQIgA6n+egPgACUE1PaTAkQCBABb/LD7awW+93T7ogEyBYYDCwFnAjsGRQcWBY0BsfYs+6H8yvrS/04B9QKQBmwG3gKRBekLYQmi/2UEov8m/JX5zf68AnIBIfpk9EP5bPwd+kH5ugHD/u37QQXWAYT+tQThAcb2iPkE/LH3xv8OBhcGSgf2Ak8AHv0WC+8HgwWH/K78svg7+3zzlgFZ9Rr+twWDA2UBZwd7AtT/Zf9v/00CuAAVAQMEZf6+/vcBpwQcBvUBpfr7/VkC/Qat/HMC2QKmAYb9Lfe99oT88AT6+wMI/wGIAtL7KQJvBHv8o/29A7P/JvzS+776uf3w+e8Gjv+UA6b7CgSqBmwGeAeR/mz8swOOBJ//MwUQ/fn8HvdRAC8G1QsTAoP+1v8tAHIG4PsI+gAA0/qR/jYBPP4TAwEEvfoXASb+jP2pAAcEtAX/BAoAfvhHAEL7Jf+l/PT2ivbL+0D6SPrE+0EEpQBGBOQK3get+zb3efyd+x8CPgDI+HUC5Qi9Ck8GLwJG/3cGq/zp+gAFs/99BTYGyQTy/xoBCwDj/2sJtwK2BAwArwhTBLcDJP9v9jj5QAETAuX6YwPnABX9awOMA6QGxQExA5sDHv/YBPr9YAdrArMH2wbaBGEBivkICjMHYgSnAY4Ab/8FAYUHuPtyAa//wf8aB4AD/wPP+QL9WgDSAlkHeQptAx8C8wBcBoYCdv7vAdjzD/pm+cj8evu1BTIB3v0P+gr99AKB/+H9AvykBnj/i/j8+kn+Fv0i/a/9KwgLBX4KPASK/GH5SP0q//gE3gf6CZQCi/o/B+8JogJSBNgAvgCYBgQGOgI3AvkCOgQK/CP7UfYL/JX7y/nkBEn6fAPOBaAG//hNAm/9O/zRB+b85f6nAab7Kf0X/3AIi/y5+C//e/tT/vb5tAVi/Nv/GvjV+8X5EPh2Alj+owSMANABav/y/fMG8f/+++YDsfttBbn9Zf6LBtX8I/wu/N4EYgHqAUsAsQZl/74BEAgoB879z/kdBV4E9Pkx/j8FdvzG+lgArAhNAjsCIQX+AlgD4AYzAJMB1AFiAsMCUP7YBD4M0v3PB9EA6PhC+esApP/E/SsEygKO/On49f4M/En0q/pK/9MCvPxOBJAFrwPxADAAZv4g/18BlgRLAgX/0wF7+kMEugbOB6kFpwKQ+PMCOwY1BdX+4wG//UD7hwOtAhr9WPmO+RkEtAFpAxkGTf4P/kIKKQLnADABlvlr/skGQP7DAFQDGgALAr4ANQBM/VsEFv/l/an6r/sCAH78Zv/2/z0CsP2GBNr6cwOSAdH5FQNuBKADJ/XZ/agFUAY4+En1Pvp4AX/+1QKsAsD9vv0ZCGr9OP1SANf6RPkV/twDMwPO+Q3/jf5zAlb/kf6H/roAO//Z/8H65wBq/SH8RwOeA8MH/AasAYT9Tv8G+pYBPAmz/cgI6fk7/gsAi/pi/nL52PiJ9ZwG4Ap1+rj9rQEWAJkDhvbr9Wj2QgGA/cED5v53+rz7rQgICyIH0QnKBtAEaP/S/5kH1/6IBoL6cwY/A3j9RgUD/Uj/ivN9/DUApgRQBPgC/QOz+SX3kvtSAV4ICf+hAKX9y/Ru/l77jgFOCmsAfgRK/48APgXUAqD/T/9o/B38Xfzz8w8G9wArA8ECLwlwBTcBEgUnFTYBLf+ZBHoCPgSMAcf+zAlhAI0HnQFWAXUF2/9LAez/JwDQ+kIH2v4c+6z4vPz2/MX5v/qLAssEkAIRBVUFEwVVA9wAlf+aAr0C0gAoAEEAGfz//9L+GgAQAj0G5AXA+4oGv/oD+0D6Qf+U/uUBmgbn+YcAlQNE92b6l/Z7/OT+tAFpBjj/KABQA30Irf36/or7hvzGAjYD4AmmAa8BkfRv/f8IkfhZBCIF1/6I/Fb+ZwGQ/ZkFBgONAuIBePgW//b3gvmU+az7pPco+fP7gPvZ/y/8pflz/8MAVQbbBmsAkvfv/bb6fPuKAhH6gfh9++775Ad5BJEJuv93BdUAyQKLAw4DMf3s+pUAtfjv/nz8kvsaCHsD2wVL/+cE9gJqAU4EBQMzAuMA2/7N+0H6ewXvAzkAOwHkBYT9TgH8/jUAvv76Acj/a/Vm+yQBrP15/934eP8k/TkHKf66Abj7V/wB/AAEMP8G+fL5mwLOBBv/FPyJ+ub+iQkEAqP+NwAz/oL+aAkwBoQGe/+h+J8Ak/4oB8QDAfqg/0YAdvvT+3cEngSnA6YGqP8RBj8JjgHe/Qn/3v6xBED8a/iW+v/+f/v1AWb+IwBP/0f+vAfzBHIG1/qx+1H3BAGn9oH40f2z/k39Zfxp/dkE8gV4EqYFLP9xAfH9v/uVBM4C/gXX/dcH0AXWAA8AfP8yA2f67Pqg+qn8nf78AWkBmP92A/76FvyD+AoAhvrUAYQEPQP+/g//RAJJ/Jr70gGtBDT4QPbl/DP5EQGoCF0LhwRaCVACvALZ+VX71vwp+AECEf9m+x4C/AKf/XT+H/8I/4z7KgMpCiQGSwjU/B0A/fxL/Vr9vgF0AhYFnggpBIMCYP4nAEL/UQPwBBv6m/qG+M70JgDNAAMHevrR+QH9LwG0AGD/GAJbALQCkQhEArYCfAKsB8X/MPyxAR0EMf+WAsYGlPhN+hz8g/n/+0z53Ptg/gMEyvyE/av8BvtIAXr9zgJl/9r4DvXd9Af/owCCA6v+tgKUAv/9UwZWBAUAawLj+70C9P3H/Ff9PQNw/2T8DASl/8L8PwKiBPUGfP83CIUH1Ai0AXH6UgB1+/nxZgAl/fL8Nv4yB4MIbP2C++P7PPrmAp0HhAaZ/6r8+QJk+2795gbbA8j6eQPsCLIFjgJLBRr9xf9HBrr8CwEK/eoFOAOiAlYANwHZA5EDEPwOBB8AcAjxAg0Ajfan/j4GTf4HACD+T/jc+xAE8gZU+5MAHv0D+7H9UvqmChwDMgNp/hP//fyb9C/8fPpe+2L+Y/1hAMYB1P2m+vf9hQDP/gIBpvkP/pP/DAbBABn2CQTBANr/3f7UA0gGrgUm+ub7Dv9iAAAB6Qax/rIC7P6j68j3JP6b/VADCwWE+M0DV/6qBEn+QABAAW79ofiF/g0AWAP/AWb9qABy/rwKqAAaABT+fP7rBPcAHv8yArcB9P6S/EACaAGN/Gr8Vvox/s/+zfoNBPL/A/n79qb8W/4SBCL3v/w5AhUAV/pa9c/9JwCzBpAChfqY//sAoPj6/Fn74vPC+AkAb/m0AGz7ygZ3ADMGoQNo+YX1EAem+jD7EfsL/ub5IANG/oP/ZAWpBAQGiv0iBrsEEPq0AkYDV/oVAfb+vfzu+BP7Cf3fAPv8wvMz9vwEBQZB/6MD9/yQA+D+iAg5/XgBBgeJCJH34QGyBRX/0/kh/8v2K/xs+yX6BwHx+j79Df9kBLYAQf8aAzECwAGVAesAhv+j+a8AjPvLBcT8sf+8AN76KP4v//oBB/4lAML2ufYY9/v2JP9XA7z9mAE/BekCOPxOBlACxQVP+uL7f/mt+GX/+wARASwAZgJR/SIBAAq2BbQCN/qsA58CLPsqA+r5avfF+Cv7Fv9lAyP7pwIOCxUBzgd5BbQC6gqU+aP4RPjg+cIBFv5yAJb+zgCDA4cInwuZCwMEXvr8BZ//x/1i/QPz4fsM/CkMgwTvBGIDmgCuBU4IxwnxAeUAAQIXByAAJf8A9yL7cgHxAf8FHA1kBEQBQQUrB0EE+wMACskE1f4i/q74SvtR+kz8lgEJA5sDeflD+U0C0wCV/ZAB3/45A2gCCAyk/AD41flX+Dn3WPU0ABwBO/8k/yr9iQRD/qT7N/+B+674j/8sAQf+S/gQAa3+PvuN+8z79fpVAaD9zgGfAJwFMgj6ACvz0QI4/r4E9wLwAAECCAjeDNMAaAJH/8UI/PqdAN75GPwNAg4CvQMM+ZH7g/o7/eD8Hv5Y/L/8/Pzb+wcHnf2rAnkEyQOYBX7/XfxA/ur+sQkC+xj5Mgh8BMD/V/8pApMC9wANAhP75v8rAf8BIfviAW8AcvqSAEf7TQLV/sT+swQ7AdkNBALe+Zf2gvq5/Ir5lgHyAFYCAPuCA8//fQElClgB4v9d+OACTQhZDBEFTf+k+03zh/u2AJr+DweJ/rMFnwdPCXoCQv3k/DT1cwKd//vzEfqg95wIHv7MAVP86AA3ByEEzgMQ+qD8nwJqC4b+SPpP/SD/kwSeAnX4oQiB/EX9EAXdBUgDCAY5BOP7NAHl+rr6V/jNBK4EKvuo/4r+7AVmAZsBOQC/+IP9/flQB30K5/+D/4IBCQmr9W0AeP+e+QgCMwtyBH/5kgRA/ob/9QPD/vf9KwJGBOUEvALaBCMH+AVsA8MD0AK5/d8E9P2R/b0DJf2X/W8Drf6f9qD44/G8AAEKMwT++mf+TgcZAlr/QwGK+NX8W/gwBKwEPv7xBoD3SwJnAtgDs/ZD+hUDVv1ZBiAE1//c/wIEbvHt+DADJwCe/k73VQFu+wAAGgfY/7r3OwOt/TL3lgjrCj/+LAGV/8T6tf0x+d33APbn/kkEPPwDAuoBtwBpAyUDcQJn/bj3Ifea/VT9TwDt91f1aQFc/NoERgm6AxwCHge69Er2tf7I/rX/SgDu+2T37wN2CFf+dAFcB8MALv47/gIG6PuvAXEHlgQ5Air9KfysAPEE3/pM/kQLXgPjBGcJLAUXCkwFTAnFB6/67/0tAQP6UPvm/2n5aAWPAn8KfAqECcUCpPqOAggJM/5r+Qr9AwBf+m/9G//O+jQLGgY4BK0E4fsB+KT5M/4kBF//ov3r+134C/zA/kD4qwr4/lQBegUnA8z7lgOJAI8IHwMl9zfzifbn91ICx/hM/L4CCgJHBAD/Yu+w/oYBRQTu/Wf/Avom+471dwY+DN7/rwNgCeoC/AAf9KT8/PtLAmf2LP5d/pr8nPk9/UX/ZPzi+lb5fgGhBZf8WPyQ+x4E9QM6/E0EHPwF+S71mwOcBfb7Ef0V/fgEZvpv/Y74ZAUCAy8JHASk/Xv7e/pGA8ICZfYpAI4K/PkWAkcL4/vM/YADYQAj+HwDzwILDgEA4ADb9tT3mPN5AgIBRwQxBJoAkgU8BPUDOQCuAqQFBAM3AiMFMvvcBTQP0QAf+zMARvmvAKIAHwH09gEDoPu7+q0F4gXm//76D/dF9U4OXAZp+RT70v5qAmYIUhKlBS4Gjv79BUH+QP5U/Tz+bgE3/Yz9MPuh+7AGmwdGAs4YrwbPAOQFAf/kAF/8PgSp+gr5EADl+I4ADQB6Aq75egeCASL/ywYY/7z7V/cr/OcCSf6mAHj6yQI7AOQB0wMfAAkDmP1SAsECNvr59f73dwEE/iQB0fyJ/LgB6QIWCv/69fxWABYMuwxM/fL5q/arAAsEjQFS/pj6F/91BccHEgBi/j75UgCjA+sBw/y8+771aP5f/Ef4ufju/AD+RAY/C24HzwF4AmoFkwKZ/tX8S/9x/vb4SPm/98n/BPzxAR0CsweqCeQHEAmQAoQHMfy79ID10/nO9+b4E/qt+F/9oQeuBqALAQEKBukEdAar/Z/4sfXD+LX2bft7/Sj64wXxBesIRAmrBm8CXQLFAgv9l/lX+qz0Hfht9oX9Fv55AdgAPAnBBSgGwQN2B28AcwGX/t336voF/K/1if0xAK76xPaNA+AFywVRBE4C7//TAnH63Pw69Oj3jfmi9hf91vnxAYj/IAb7BxEJsgFVBxME7f88/Kb5nfrm/Ev0B/wS/w3+Bv4aA1IEdAc8B0gDhwgcAaP7sQHu94T5avjB9DjyhfplBd8E7gdxBEgGPQJ2/wMC7QIx/fn+3/0H+iv6Z/5b/jf1Kv3dBksGMwRTAzQNKABJ+6j9eP9d+y76df24Ajv9EQBeALEFnAOgAdUDCwtPAJwEfwR1/NX6QwBN+EcDiv0b/o8HSAIrA/EIeQzxA4QEQgJvBLP9kfxU/PT0G/mV+nkBiPoK/eQIvgelAWAHpgOBAcL8V/sf/Xj4oPqj+iv5e/o5ANT31gGC/WMEPwNpAi0CZwAL+jz+WfrNAF/6Nfwt/GP+6v2cAr0BdgDFAiEB5f/TArP6xvx++kL91//5/GX5/vy3AV4A+wFKAtkDxAF1/1kBSwFI9skA5f6k/Dv/jAEz/5r9IgJ/AskCxgSOBN/9kgNVAob2Tvy2/rr7S/24/nv/lf02AAYC7v67/uT+qAOGAGcEcv1B+dEBwf9u/ij+UfsC/wgCgv7cArkAEQGoAN8BWwLpANf4owD1AKf7af49AOj9kAI796n/ZQGk//3+uQBCBCUA5/5z/Uj+Af2u/G4Atv1S/lDzE/EQBIAC9wMKAE8EZf+PA4YL5/6Y/y0BrfwN+/b96QAfD3/+UQFMA0AE6QDN/70EP/QLAnb9lP+3/z8AXgC0/+0ETwb+/1sAof5d/3gB9QHz+KH4kAApAqEAJ/4t/kwBpPgY89IA6v+7AssDyQKH/awEMw7VAar/7P6p/VgASQEbAXUPcAaR/Rz/FgCEAPf/FwGp8nz1gwWh/nIB4gET/5QFt/qU+sgGp/9iAEIBCwIb+34InwscAFv+//4+AKEDY/iICHQQswSy+gwAlwH+/HMGyfOP9vTydQRv/s4E0PonB+38vPTE9mQCygTi/JEBe/roCssT3BNpC/j7iPt9A+j0YQqnCBoH+wzWAmb4/Agr+AP58QGgBPAArvfX+BwLiv0K8Xr58BVVAkLuwfg2BQYOh/Qh88v2EPZE8bz3YQ+ABl/9kvbx8tTyDfb4+5cDwAvIEgT6SOsF7Nbr+wmrEXsLngXkAOT96fz0/bkAtgRECbUNbRH3ExEVtRQQE3oQaA1TCqoHwwXOBNcEwgVXB04JVQskDYQOUg+FDywPZw5hDUkMSAt/CgEK0wntCUAKtgo5C7QLGwxlDJIMowyhDJMMgAxuDGAMVgxRDE4MTQw=\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>"
],
"output_type": "display_data",
"text": [
"<IPython.core.display.HTML at 0xa02c7ac>"
]
}
],
"prompt_number": 18
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"###Play the difference in the signal before and after A/D conversion"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"wavPlayer(data=u0[:-1]-w, rate=FsOut, scale=True)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<audio controls=\"controls\" style=\"width:600px\">\n",
" <source controls 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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>"
],
"output_type": "display_data",
"text": [
"<IPython.core.display.HTML at 0xa01de2c>"
]
}
],
"prompt_number": 19
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Final comparison of the spectra of the three signals"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"N = max(filtered_q.shape)\n",
"Nfft = min(N, 16*8192)\n",
"n = np.arange((N - Nfft)/2, (N + Nfft)/2).astype(np.int32)\n",
"E = np.fft.fft(filtered_q[n] * ds_hann(Nfft)) / (Nfft / 4)\n",
"W = np.fft.fft(w[n] * ds_hann(Nfft)) / (Nfft / 4)\n",
"U0 = np.fft.fft(u0[n] * ds_hann(Nfft)) / (Nfft / 4)\n",
"if SourceType == 0:\n",
" inBin = np.round(SineFreq*Nfft)/FsOut\n",
"else:\n",
" inBin = np.ceil(Nfft/1000)\n",
"hold(True)\n",
"ylabel('dB')\n",
"semilogx(np.arange(Nfft)/Nfft*FsOut, dbv(U0), label='Input signal')\n",
"semilogx(np.arange(Nfft)/Nfft*FsOut, dbv(W), label='Output signal')\n",
"semilogx(np.arange(Nfft)/Nfft*FsOut, dbv(E), label='Filtered quant. error')\n",
"f, U0p = logsmooth(U0, inBin)\n",
"semilogx(f*FsOut, U0p, '#1E90FF', linewidth=2.5)\n",
"f, Wp = logsmooth(W, inBin)\n",
"semilogx(f*FsOut, Wp, '#556B2F', linewidth=2.5)\n",
"f, Ep = logsmooth(E, inBin)\n",
"semilogx(f*FsOut, Ep, '#8B0000', linewidth=2.5)\n",
"xlim([10, FsOut/2])\n",
"msg = 'NBW = %.1f Hz ' % (Fs*1.5/Nfft)\n",
"text(FsOut/2, -6, msg, horizontalalignment='right', verticalalignment='top')\n",
"figureMagic(size=plotsize, name='Spectrum')\n",
"legend(loc=3);"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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QQocModHu3QT973+4WCzsf+89Yh59FHMtf54bAsN79sS/qtXKli3y3Xfjjed8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\nUT7YjF0SDUvZfh3S4nR0rhBZltl5bictK7cEYOL6iczaPYuzz5wFRMr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I7xFHWB12lD/C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\nN43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}
],
"prompt_number": 20
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Conclusions\n",
"\n",
"We briefly demonstrated the use of two modulators to perform A/D conversion of audio signals. \n",
"\n",
"Feel free to go through this notebook, change the parameters and resimulate!"
]
}
],
"metadata": {}
}
]
}
This file has been truncated, but you can view the full file.
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