619 lines
1017 KiB
Plaintext
619 lines
1017 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f6250822710>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import numpy as np\n",
|
|
"\n",
|
|
"import skrf\n",
|
|
"import skrf.media as media\n",
|
|
"from skrf.media import DistributedCircuit\n",
|
|
"import skrf.frequency as freq\n",
|
|
"import skrf.network as net\n",
|
|
"import skrf.util\n",
|
|
"\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"%matplotlib inline\n",
|
|
"plt.rcParams['figure.figsize'] = [10, 10]\n",
|
|
"\n",
|
|
"f = freq.Frequency(0.1, 0.95, 1001)\n",
|
|
"tem = DistributedCircuit(f, z0=50)\n",
|
|
"\n",
|
|
"bjt = net.Network('bfu520_7ma_attenuated10db_calibratedout_082519.s2p').interpolate(f)\n",
|
|
"\n",
|
|
"bjt\n",
|
|
"\n",
|
|
"bjt.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(0.24538732275188085,\n",
|
|
" (0.90996369931107579+0.54180299545778843j),\n",
|
|
" 1.2327504787552828,\n",
|
|
" (1.3139029137857448+1.8217439279569125j))"
|
|
]
|
|
},
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# well, on the bright side it stays mostly inside the unit circle\n",
|
|
"# let's calculate the matching values for 144 MHz and 915 MHz\n",
|
|
"\n",
|
|
"# calculate the stability circles for the source and load impedances\n",
|
|
"\n",
|
|
"idx_915mhz = skrf.util.find_nearest_index(bjt.f, 915.e+6)\n",
|
|
"idx_144mhz = skrf.util.find_nearest_index(bjt.f, 144.e+6)\n",
|
|
"\n",
|
|
"sqabs = lambda x: np.square(np.absolute(x))\n",
|
|
"\n",
|
|
"delta = bjt.s11.s*bjt.s22.s - bjt.s12.s*bjt.s21.s\n",
|
|
"rl = np.absolute((bjt.s12.s * bjt.s21.s)/(sqabs(bjt.s22.s) - sqabs(delta)))\n",
|
|
"cl = np.conj(bjt.s22.s - delta*np.conj(bjt.s11.s))/(sqabs(bjt.s22.s) - sqabs(delta))\n",
|
|
"\n",
|
|
"rl_915mhz = rl[idx_915mhz][0, 0]\n",
|
|
"cl_915mhz = cl[idx_915mhz][0, 0]\n",
|
|
"\n",
|
|
"rl_144mhz = rl[idx_144mhz][0, 0]\n",
|
|
"cl_144mhz = cl[idx_144mhz][0, 0]\n",
|
|
"\n",
|
|
"rl_144mhz, cl_144mhz, rl_915mhz, cl_915mhz"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"0.962850018361 (0.64561388404+1.3232778444j) 15.1519702283 (13.7246198854+3.34314489994j)\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
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"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f6214d23048>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"def calc_circle(c, r):\n",
|
|
" theta = np.linspace(0, 2*np.pi, 1000)\n",
|
|
" return c + r*np.exp(1.0j*theta)\n",
|
|
"\n",
|
|
"def plot_smith(pts):\n",
|
|
" n = net.Network(s=pts)\n",
|
|
" n.plot_s_smith()\n",
|
|
"\n",
|
|
"rs = np.absolute((bjt.s12.s * bjt.s21.s)/(sqabs(bjt.s11.s) - sqabs(delta)))\n",
|
|
"cs = np.conj(bjt.s11.s - delta*np.conj(bjt.s22.s))/(sqabs(bjt.s11.s) - sqabs(delta))\n",
|
|
"\n",
|
|
"rs_144mhz = rs[idx_144mhz][0, 0]\n",
|
|
"cs_144mhz = cs[idx_144mhz][0, 0]\n",
|
|
"rs_915mhz = rs[idx_915mhz][0, 0]\n",
|
|
"cs_915mhz = cs[idx_915mhz][0, 0]\n",
|
|
"\n",
|
|
"print(rs_144mhz, cs_144mhz, rs_915mhz, cs_915mhz)\n",
|
|
"\n",
|
|
"cl_points = calc_circle(cl_915mhz, rl_915mhz)\n",
|
|
"cs_points = calc_circle(cs_915mhz, rs_915mhz)\n",
|
|
"plot_smith(cl_points)\n",
|
|
"plot_smith(cs_points)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
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"text/plain": [
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"<matplotlib.figure.Figure at 0x7f6214e32208>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
|
|
],
|
|
"source": [
|
|
"cl_points = calc_circle(cl_144mhz, rl_144mhz)\n",
|
|
"cs_points = calc_circle(cs_144mhz, rs_144mhz)\n",
|
|
"plot_smith(cl_points)\n",
|
|
"plot_smith(cs_points)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"((84.016417525460881+116.58199865471924j),\n",
|
|
" (79.988423988583222+49.292756871047388j))"
|
|
]
|
|
},
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# so the amplifier's pretty stable at 915 MHz, and we need to avoid inductive loads at 144 MHz\n",
|
|
"\n",
|
|
"# eh let's try a simultaneous conjugate match at 144 MHz after adding some shunt resistance, and see how stable that is\n",
|
|
"# it looks like a little series output resistance would stabilize 915 MHz, so let's add some and then do a simultaneous\n",
|
|
"# conjugate match there as well\n",
|
|
"\n",
|
|
"def conjugate_match(ntwk, idx):\n",
|
|
" # that doesn't look too bad, so let's move forward and try to conjugate match\n",
|
|
" delta2 = ntwk.s11.s[idx, 0, 0]*ntwk.s22.s[idx, 0, 0] - ntwk.s12.s[idx, 0, 0]*ntwk.s21.s[idx, 0, 0]\n",
|
|
"\n",
|
|
" B1 = 1 + sqabs(ntwk.s11.s[idx, 0, 0]) - sqabs(ntwk.s22.s[idx, 0, 0]) - sqabs(delta2)\n",
|
|
" B2 = 1 + sqabs(ntwk.s22.s[idx, 0, 0]) - sqabs(ntwk.s11.s[idx, 0, 0]) - sqabs(delta2)\n",
|
|
" C1 = ntwk.s11.s[idx, 0, 0] - delta2*np.conj(ntwk.s22.s[idx, 0, 0])\n",
|
|
" C2 = ntwk.s22.s[idx, 0, 0] - delta2*np.conj(ntwk.s11.s[idx, 0, 0])\n",
|
|
"\n",
|
|
" gamma_s = (B1 - np.sqrt(np.square(B1) - 4*sqabs(C1) + 0j))/(2*C1)\n",
|
|
" gamma_l = (B2 - np.sqrt(np.square(B2) - 4*sqabs(C2) + 0j))/(2*C2)\n",
|
|
"\n",
|
|
" z_s = net.s2z(np.array([[[gamma_s]]]))[0,0,0]\n",
|
|
" z_l = net.s2z(np.array([[[gamma_l]]]))[0,0,0]\n",
|
|
"\n",
|
|
" return z_s, z_l\n",
|
|
"\n",
|
|
"bjt_144 = bjt ** tem.shunt(tem.resistor(110.) ** tem.short())\n",
|
|
"\n",
|
|
"zs_144mhz, zl_144mhz = conjugate_match(bjt_144, idx_144mhz)\n",
|
|
"zs_144mhz, zl_144mhz"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[<matplotlib.lines.Line2D at 0x7f6214dabf28>]"
|
|
]
|
|
},
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f6214c5c320>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"def K(ntwk):\n",
|
|
" delta2 = ntwk.s11.s*ntwk.s22.s - ntwk.s12.s*ntwk.s21.s\n",
|
|
" k = ((1 - sqabs(ntwk.s11.s) - sqabs(ntwk.s22.s) + sqabs(delta2))/(2*np.absolute(ntwk.s12.s*ntwk.s21.s)))[:,0,0]\n",
|
|
" return k\n",
|
|
"\n",
|
|
"plt.plot(bjt_144.f, K(bjt_144))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 29,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(98.94107678366402j,\n",
|
|
" -415.7338067603979j,\n",
|
|
" -228.72461381828086j,\n",
|
|
" 54.93861027793749j)"
|
|
]
|
|
},
|
|
"execution_count": 29,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"def calc_matching_network(z1, z2):\n",
|
|
" flipped = ((abs(np.imag(z2)) < 1e-6 and np.real(z1) < np.real(z2)) or\n",
|
|
" (abs(np.imag(z2)) > 1e-6 and np.real(z1) < np.real(1/(1/z2-1/(1.j*np.imag(z2))))))\n",
|
|
" if flipped:\n",
|
|
" z2, z1 = z1, z2\n",
|
|
" \n",
|
|
" # cancel out the imaginary parts of both input and output impedances \n",
|
|
" z1_par = 1e+10\n",
|
|
" if abs(np.imag(z1)) > 1e-6:\n",
|
|
" # parallel something to cancel out the imaginary part of\n",
|
|
" # z1's impedance\n",
|
|
" z1_par = 1/(-1j*np.imag(1/z1))\n",
|
|
" z1 = 1/(1./z1 + 1/z1_par)\n",
|
|
" z2_ser = 0.0\n",
|
|
" if abs(np.imag(z2)) > 1e-6:\n",
|
|
" z2_ser = -1j*np.imag(z2)\n",
|
|
" z2 = z2 + z2_ser\n",
|
|
" \n",
|
|
" Q = np.sqrt((np.real(z1) - np.real(z2))/np.real(z2))\n",
|
|
" x1 = -1.j * np.real(z1)/Q\n",
|
|
" x2 = 1.j * np.real(z2)*Q\n",
|
|
" \n",
|
|
" x1_tot = 1/(1/z1_par + 1/x1)\n",
|
|
" x2_tot = z2_ser + x2\n",
|
|
" if flipped:\n",
|
|
" return x2_tot, x1_tot\n",
|
|
" else:\n",
|
|
" return x1_tot, x2_tot\n",
|
|
" \n",
|
|
"zs_144mhz_1, zs_144mhz_2 = calc_matching_network(50., np.conj(zs_144mhz))\n",
|
|
"zl_144mhz_1, zl_144mhz_2 = calc_matching_network(np.conj(zl_144mhz), 50.)\n",
|
|
"\n",
|
|
"zs_144mhz_1, zs_144mhz_2, zl_144mhz_1, zl_144mhz_2"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 30,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(1.0935389892329788e-07,\n",
|
|
" 2.6585344814100594e-12,\n",
|
|
" 4.8321981701474735e-12,\n",
|
|
" 6.072049578008999e-08)"
|
|
]
|
|
},
|
|
"execution_count": 30,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"ls_144mhz = np.real(zs_144mhz_1/(2.j*np.pi*144e+6))\n",
|
|
"cs_144mhz = np.real(1/(2.j*np.pi*144e+6*zs_144mhz_2))\n",
|
|
"\n",
|
|
"cl_144mhz = np.real(1/(2.j*np.pi*144e+6*zl_144mhz_1))\n",
|
|
"ll_144mhz = np.real(zl_144mhz_2/(2.j*np.pi*144e+6))\n",
|
|
"\n",
|
|
"ls_144mhz, cs_144mhz, cl_144mhz, ll_144mhz"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 60,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f6214141fd0>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# a little bit of playing around lets me figure out which one's the shunt and which is in series\n",
|
|
"#input_network_144 = tem.inductor(ls_144mhz) ** tem.shunt_capacitor(cs_144mhz)\n",
|
|
"input_network_144 = tem.inductor(120.e-9) ** tem.shunt_capacitor(3e-12)\n",
|
|
"output_network_144 = tem.shunt_capacitor(4.7e-12) ** tem.inductor(ll_144mhz)\n",
|
|
"\n",
|
|
"amplifier_144 = input_network_144 ** bjt ** tem.shunt(tem.resistor(120.) ** tem.short()) ** output_network_144\n",
|
|
"\n",
|
|
"amplifier_144.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 61,
|
|
"metadata": {
|
|
"scrolled": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f6214250c88>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"amplifier_144.s21.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 62,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f621430aa58>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"amplifier_144.s11.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 53,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f620ee6c898>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"amplifier_144.s22.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 42,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[<matplotlib.lines.Line2D at 0x7f62140c70b8>]"
|
|
]
|
|
},
|
|
"execution_count": 42,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f6214dcd630>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# that looks pretty good, I'm going to set it up and see how well it actually performs\n",
|
|
"# quick stability check (K>1 for stability)\n",
|
|
"plt.plot(amplifier_144.f, K(amplifier_144))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 63,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"((5.9492313221354651-5.9181565487569099j),\n",
|
|
" (14.408813054677903+96.001906707542361j))"
|
|
]
|
|
},
|
|
"execution_count": 63,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"zs_915mhz, zl_915mhz = conjugate_match(bjt, idx_915mhz)\n",
|
|
"zs_915mhz, zl_915mhz"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 64,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"((3.3763493241407094e-08-18.374845099049704j),\n",
|
|
" 10.270364470239715j,\n",
|
|
" 118.64758530389355j,\n",
|
|
" (1.0121054038471538e-07-31.81360406881235j))"
|
|
]
|
|
},
|
|
"execution_count": 64,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"zs_915mhz_1, zs_915mhz_2 = calc_matching_network(50., np.conj(zs_915mhz))\n",
|
|
"zl_915mhz_1, zl_915mhz_2 = calc_matching_network(np.conj(zl_915mhz), 50.)\n",
|
|
"\n",
|
|
"zs_915mhz_1, zs_915mhz_2, zl_915mhz_1, zl_915mhz_2"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 71,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(1.786425434747569e-09,\n",
|
|
" 9.466192916354343e-12,\n",
|
|
" 5.467466940856602e-12,\n",
|
|
" 2.0637540641565e-08)"
|
|
]
|
|
},
|
|
"execution_count": 71,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"ls_915mhz = np.real(zs_915mhz_2/(2.j*np.pi*915e+6))\n",
|
|
"cs_915mhz = np.real(1/(2.j*np.pi*915e+6*zs_915mhz_1))\n",
|
|
"\n",
|
|
"cl_915mhz = np.real(1/(2.j*np.pi*915e+6*zl_915mhz_2))\n",
|
|
"ll_915mhz = np.real(zl_915mhz_1/(2.j*np.pi*915e+6))\n",
|
|
"\n",
|
|
"ls_915mhz, cs_915mhz, cl_915mhz, ll_915mhz"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 73,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f620eea43c8>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# a little bit of playing around lets me figure out which one's the shunt and which is in series\n",
|
|
"#input_network_915 = tem.inductor(ls_915mhz) ** tem.shunt_capacitor(cs_915mhz)\n",
|
|
"input_network_915 = tem.shunt_capacitor(cs_915mhz) ** tem.inductor(ls_915mhz)\n",
|
|
"output_network_915 = tem.inductor(ll_915mhz) ** tem.shunt_capacitor(cl_915mhz)\n",
|
|
"\n",
|
|
"amplifier_915 = input_network_915 ** bjt ** output_network_915\n",
|
|
"\n",
|
|
"amplifier_915.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 74,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f6214173ac8>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"amplifier_915.s11.plot_s_db()\n",
|
|
"amplifier_915.s22.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 75,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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ZMJNB2I6hypGzibDzPoMwIiIiP7jtCVNqMmF69z1hgY6fSb5QmbC5MTsI4w1JIiIif9RfbNTaBGGBqqGtjW5HpgplfPqeM66/PoOwIaMyX7NJZsKIiIj8tCUT1qYnTK+aE9boduTbP/M9fP67C66/PsuRQybnlCPnknZPGDNhRERE/tjaE+YuE2ZZsuHtyPMeL9MxCBsymfpMWImZMCIiIj/Uj+LU2kRFqg+sbMmGtyMLhrfECYOwIZNzgq7JWAi6JiqZMSIiIuqt+qb6tuVIoUqQVsNMWLHsbXo+g7AhkymaCOkaQgENsZDOTBgREZFPvN6O1Cs3IlHVE7YZeBUNBmHbWrZoIB621yLEQwFmwoiIiHxSP11CuOwJq8mEVc0JK5RZjtzWsiUD8bB9aTUWZiaMiIjIL+32M0/EgjXvqz6wsikbzgnzGoRxRMWQyRYNxENOEBbSu74d+Z/HF3H1/vHKbUsiIiKymW2CsK/9+gtrkiF61ViKhj1hLEdub7mSWSlHxkKBruaEFQ0Tb/zEMfzMX9/dq+MRERHtGPXDWuuNx4LYOxGtvF8JwmTj25EMwra5THGzHBnvMhO2kSsDAE4sZXpyNiIiop2kvjG/naAqQZqNM2FeMQgbMrmiuVmODAe66glbz5d7dSwiIqIdx2MMVpmYb1iy4e1IrxiEDZlM0UCscjtS7+p25HqOQRgREVEz7XrC6ulO1NRsTphXDMKGTK5kIKFuR4a6zITlSr06FhER0Y7jtRx5/cEpAMCrnj2/mQkzOw/CeDtyyGSLJmJOOTIetnvCpJRtZ5c0Ul2OLBkWQgHG3EREREq7ERX15idjOPm+H6p5rsqErWW9Jz74U3mIlAwLJdNCoup2pGlJz7ctlI2qcmSqwNIkERFRtS4qiRBCQNdE5Xbk/afXPb8Gg7AhovZGVjJhId15vLO+sPX8ZlSeKXDoKxERUbX63ZFe6ZqoZMIeXUx7fj6DsCGSdYKtSk+Y83uns8KqG/MzXcwbIyIi2om89oTVC2iicjuy3EHVikHYEFHBVqxqdyTQTSaMQRgREVEzXcZgNZkwrzctAQZhQ0UFStW7IwF0fEMylS9Xbm+wHElERFSrN5kw6byW9+czCBsiaiZYvNITFqh53Kv1XBnzk/a6BWbCiIiIanXZEgZd0yqZMKuDF2MQNkQ2M2HqdmR3mbD1fAnzk7Ga1yYiIiJbJ4FTtYAmKnPCOsmqMQgbIup2ZCUTFg7UPO7Veq6MfRPMhBERETXSbTmSPWE7SLauJ0yNqMh2UI40TAvpgoHd4xFogj1hRERE9botRwb0zduRncRzDMKGiBpRUSlHdpEJSzlB12QsiEQ4wEwYERFRnZ5mwtgTtr1liwaEAKJBOwhTv3eSCVN7IydiISQjQQZhREREdXrRE2awJ2xnyBZNxEOByp5IXROIBvWOMmFqRth4LIh4WGc5koiIqE635UhNiEovGG9HbnPZolEpRSrxsF4pU3qh9kZORFmOJCIiaqTrOWG6qARfnBO2zWVLRuVmpBILBZDrIIBSeyMnYiEkIkGkGYQRERHV6LonTNTejgzqwtPzGYQNETsTVh+EdZYJW6/KhCXDgY73TxIREe1U3QZhmiYqryGlREDzFlYxCBsi2ZLZoBwZ6KwnzAnCxqLsCSMiImrE8r5zu4YuNtcWmZZEgJmw7StbbFSO1Du6HbmRLyMZCUDXBBJh3o4kIiKq14sRFdW7I0O6t7Aq0P5TqF9yJXNLOTIeCmApVfT8Wuu5EiZiQQBAIhJAtmTAsiQ0zVuUTkREtFOpGOyLv/J87HN2LXuhawIlw06nWcyEbW+ZBrcjY2G9o92RqYKBsYgThIV1SAnkyp0tAiciItqJ1HiJyXgQ49Gg5+frWtWICvaEbW+NypHxUAC5DhrzMwUDyYj9WolwsPIYERER2VQ5UhOdVYk0sTmiwpTg7cjtyrIkciWzsqpIiYX1jm42potGJfhKOMFYplju/qBEREQ7hJrt1WkQFqjLhOkeW34YhA0JVSpM1N+ODAVQNCwYprcrHJliuZIJS4ZVEMZyJBERkSIrmbDOnq9Vry2y7CDMSyDGIKyHvvn4Co6fS3X0XDWQNdbgdiTgvZ8rUzCQcIIv1ezPciQREdEmdbOx00yYLjbnhFlSQhPCU0DHIKyHfvojd+MHb/16R89VIyQS9bcjnfdzHrJYUkpkikalDJkIsxxJRERUr9tyZPWICtOCE4QxE9Z3+armebODBVKq+V5lvhT1vpcbkkXDQtmUleBLlSXTzIQRERFVqKZ6j5caK3RNVAI5KSU0DSxHDsLJ1Wzl7SeXM56f3zQTFvKeCVOvlazLhHF1ERER0aZ0oQxNbG0FckvXBAxn7L4pJXQhoDMT1n9PLm8GYWfW8p6fr1YTNbodCXjLhKnery09YQzCiIiIKlazJUzEQp5vNSr2iAr7bUsCQgh4qWwyCOuR246fr7y9mCp4fr66udjodiQAT/sj67NqoYCGUEBDmkEYERFRxVquhKl4qOPn69pmCxJvRw6IlBK3HV/ETzxrHwBgsYM1Q81uR6oJ+l72R6reL9WYD9hjKliOJCIi2rSa6TYI02BY1bcj2RPWd6mCgWzJxNE9Y5iKh7CY7iQTZgdI9bsjY11kwpLhzRUMiUiAIyqIiIiqrGZLmIp1lwlTIypMS/J25CCo8uOusQjmkmEsdVCOVLcj46HG5UgvmTA1iqI6ExYPBdgTRkRE5Pirrz2Bx5cyW6YSeKGLzREVUnJExUDUBGFjESynvZcjs0UD4YCGgF77P0lUDWvtojEfsAMyjqggIiKyfeC2xwDYzfSd0jWtancke8IGQvWA7R6LYDIWxHre+1DUbMnYUooE7Kb6oC6Q9bDEO103ogJwesI8BHJEREQ7lWlJBDSBfRNRvO0Vl3X8OrqGmp4wIbzNHGMQ1gMqEzY3FsZENIj1XAdBWNGsNOHXi4UClcZ9NzIFAwFNIBzY/J83HmZPGBEREQAsbOSRLZn4xRcexlwy0vHraJpAvmziOycvbN6OHIZypBDio0KIJSHEg1WPXSOE+JYQ4n4hxDEhxPf59fX7aS1bQjykIxLUMR4LIVUoe56anykalf6vevGQ7ikTplYWVadYExH2hBEREQFAwdnHXN073QkVcP3Uh+6CNWQ9YR8D8PK6x/4QwLullNcAeIfz/raXKpQxFrVvIk5Eg5DSnsLrRa5JORKwB7h67Qmrn7yfDLMnjIiICAAKZXvCanXFqBOBqv6vyu3IYegJk1LeAeBC/cMAxpy3xwGc8+vr99NGvoyxiBOExezfvZYkM0WzaRAWD+ne5oQVtwZhiXDA2SlpeToXERHRTlM0ehOEVQdcKWcF0lCUI5t4C4A/EkKcBvB+AL/d56/vi1TewFjUDnoqQZjH5vxc0dgynkKJhbxnwpKR+qGv3B9JREQEAEXDTmyEA52PpwBqA65z63no2nCvLfpfAN4qpdwP4K0A/qbZJwoh3uT0jR1bXl7u2wE7kSpsZsLGo/bQt/VcydNrZIvNy5HxsLdMWKZRJswJyliSJCKiUVfJhAV7lwlTPWHDPKLiFgCfcd7+FwBNG/OllB+WUl4npbxudna2L4frVE1PmJMJ2/CYCcuWzN5lwooGEpFgzWNJlQnjmAoiIhpxRR96wgA7KPuT11zj+vn9DsLOAbjJeftFAE70+ev7YiNXxpiTaZqIeu8Jk1K2z4R5mRPWoDFfZcI4poKIiEZdz8qR9UGYAI7sSrp+fnd3M1sQQnwKwM0AZoQQZwC8E8DPA/gzIUQAQAHAm/z6+v1iWRLpooHxqCpH2r+veShHlkwLhiWb3470OiesWG7aE5ZmTxgREY24Uq8a8+sawLw05QM+BmFSytc2+dCz/fqag5ApGZASSDrlv4CuIRkOeMqEqX6vZuXIeEhHrmzCsmTbq69l00KhbDUcUQEwE0ZERNSrnrD6TJjXFUicmN+lyp7GqszTeCzoqSdM3ViMtZgTJiVQMNqXJNVrNStH8nYkERGNus0RFb0tR+oeoyoGYV1SQU11KXEiFvR0O1I1y9cHTorKkLm5Iamm4tdPAVbn49R8IiIadZs9Yb3NhHmZlg8wCOtaJeip2vs4GQt5mhOmgqtYi9uRAFzdkFTnSdYFdGolEkdUEBHRqOvV7UhL1q4o9DItH2AQ1rXNfq6qcmQ0iA1PPWFtMmFhD5mwBuVRwI7W4yGdmTAiIhp5RcNCKKB57uGqV78n2mMMxiCsW5lm5chOesKaLPD2kglLtwjoEpEAe8KIiGjkFQ2z6ywYABhmfRDGTFhfqaCmeiTERDSE9VwJVl2E3PQ1nBlgbTNhLmaFVTJhDV4rHg5wRAUREY28omF13ZQPNMqEMQjrK9VUX58Js6Q9vsLVa1RuR7bpCXMRQFV6wuom5gN2nxhHVBAR0agrlq3eZMIYhA1WukHmSQ1sddsX1v52pFo55D4TFm8Q0LEcSURE5JQju5wRBgCmZdW877XFjEFYl7JFA7omaiLqiZha4u0yCCsa0ETzWxoqQ+alJyzeoL8sEQ6wMZ+IiEZe78qR9u/RoP1a+bL7FYMAg7CuZYsG4iG95oaFWuK9nnc3KyxbNBEPB5re0qhkwlzcjswW7b2Rja7JxsMBjqggIqKRZwdhvcuETTo/972sGAQYhHUtUzS3lBG9LvG2A7nmG6QiQQ1CuJwTVjAaliIBpyeMmTAiIhpxxXKPbkc6PWGqAuambagag7AuZYvGlsXb45VMmLsgLFcymwZOgL2LKh4KuJ6Y36y3TPWESenu1iYREVEn1rIlvP3/fg8Fj+W5fikaFsLB7suRLzgyCwB4+TN2A3CXLKnGIKxL2VKDIKzSmO+uHJlpEMjVi4V01xPzEw1uRgJAIhyEYcnKziwiIiI//Ml/PoZ/uPtpfPreM4M+SkO9Kkc+9+JpPPUHP4gbD88AcNc2VI1BWJcaZZ7CAR2xkO66HJkrtS5HAnY/l6vbkUWjZoVSNfU4+8KIiMhPquBSP8x0WPRqWCtgV6tUHOB1AgGDsC7Z5citQc9E1P3U/EyxdTkScDJhbuaEFVqXI+2vxyCMiIj8oxZb1w8zHRb2nLDuy5GK2v2cY09Yf6mbjfXGYyFvmbA25ch4KFCZJ9ZKq9JmImyXKTkrjIiI/KSGltYvuD59IYenVrKDOFINuyesdyGQ6gW/eDbu6Xmtf/JTW5migWSDoGciGsSG6xEVLnrCwjouZNu/XrPzAJsDXFmOJCIiP+lOfFM/Uf75f/hfAICT7/uhfh+pRi/LkQAwFgnin//nDbhsd9LT85gJ64KUsmkANRELehhRYSIeap0WtW9Htg6epJROY37jICzpZMJYjiQiIj/pmh1eVJcjz67nB3WcLXo1rLXa9x2aqlzMc4tBWBeKhgXDks2DMBc9YaYlkS83LmlWs29Htq41Fw0LZpPzAJs9YV7KkScW07jxfV/BE8sZ188hIqLRpjJhVlUQ9uDZjQGdppaUEqUe3Y7s1uBPsI2pYKZRI/x4NISNXLntTK7KAnA3tyPbBE+qzNisHKnOmfYQhH3smydxdj2Pj33jpOvnEBHRaFM9YWbVz8DldHFQx6mhxjT1siesU217woQQcwBuBLAXQB7AgwCOSSlHftiUmgfSLBNWMi3kyyZiLQKsXIvXqKYyYVLKpuuNVJmxWTlSBWEZDz1h6l8udz+16vo5REQ02tRPKcOU+OS3TuGlR3fVBGGtfpb5rRKE9bgc2YmmP/mFEC8E8FsApgDcB2AJQATAjwG4RAjxrwD+WEqZ6sdBh1El6GkwXkLtkVrPlVsGYeo12o2oiIcDMCyJktm8jq0yZc2yapGgBl0TyBTd9apZlsSji2kAwGOLGSyni5hNhl09l4iIRlfZKUN+4XsLeGoli+MLtaFCvmzi6Du+hFc9ax5//Opn9vVsRcNOfgx7OfIHAfy8lPJ6KeWbpJS/K6X8dSnljwB4JuzA7KV9OeWQqpQSm5Qjgfb7I3Muy5GVGSQtpvGqcmSzTJgaKOd2ou9CqoBC2cJ/u34/AODOx5ddPY+IiEZb2ck2qXEU0/EQVqoyYSoBMYiJ+sWyyoQNcRAmpfwNKeXTTT5mSCk/K6X8tH9HG36qrNesHAmhV73EAAAgAElEQVQA623GVKhvxFi7TJgTpLWaFZZp0aOmJMIB1yMqnliym/F/9Jp92DMewecfWHD1PCIiGm1ls7ZjyaiqrADe2mJ6bbMnbPDlyJZhoBDiJiHE1c7brxZCfFAI8VYhBGtSaB30TFSVI1tRma1WgROwGaTlW9yQbHVRQEmEA67Lkacu5AAAh2bieNHlc/j2UxdcPY+IiEZbqS4I+9z953BqNYdn7BsDYF/6GpRtUY4UQvwfAO8B8BEhxCcB/DTspvxrAXy0P8cbbpUerIbDWt2VI1Vmq1XfGFCdCWtRjmzTmK8+5nZO2HK6CCGAmUQI85MxpIsGZ4wREVFbJaN2MoCaEfbLL7oUAPCJu071/UzKZmP+4IOwVj/5XyilPCqEiAA4C2BOSmkKIf4KwHf7c7zhVsmENQig3JYjsy4zYdFKT1jzIMhtJsztTsvldBHT8RACuoY94xEAwPmNAg7PJVw9n4iIRlN9ORIANOcf9YOmfla2S370Q6swsAAAUsoCgFNSStN5XwJw91N8h9scUbG1rhwJ6ggHtPaZMM89Yc0zYZmCAU0A0RZ17kQ4gEzBfRA2k7Arz7vG7CBsMVVw9VwiIhpdjYKwsWgQs4nIAE5TS/1cVlMMBqlVGDgnhPhV2OM+1Ntw3p/1/WTbQLZkIBLUENAbx7Jj0SDSbQIet8NaVZCWa9OYnwgHWs5esXvCXJYjM5sjKVQmbGGDQRgREbXWKAgbjwZxYDqGe373JXj2e/5zAKeyrefsCtVEbPBZuVY/+f8aQLLB2wDwEd9OtI2ooKeZpIubiNmiUZnf1UolE9ZivES78wBOT5jLWykr6SIucTbC7x6PQNcEnuT6IiIiaqNkbt0WMxaxM0/TicHe7VtzMmFe9zz6oelPbCnlu/t5kO2o2fJuJRlxEYSVzLaBE+AyE1ZovrxbGYsEkS2ZKJsWgk0yeIA9zbh6OGskqOOa/RO48/EV/Gbb0xIR0SgrGVsTBmPRwfdgAXY5MhEOIDTMjflCiFtbPVFK+Su9P872ki0aLcuIbm4iZouGq+bAmNPn1S4T1m790bjzf4JUvtzyXyOpvIGSaWG26nNecOks/vT2x3AhW8JUfPBpXCIiGk5lU+LQTBxPrWQxFgkgVTAqmbBBW8+VKpfnBq1VGHiP8ysC4FkATji/rgHgbuT6Dte+HOmiJ6xotg2cACCgawgHNFc9Ya2MO994G21uSC5n7N6v6jVFLzgyAymBr5/g5HwiImqubFo4OB3Dyff9EG64ZBoAhiYIW9sOQZiU8uNSyo8DuBT2uIo/l1L+OYAXww7ERl4qb7RMr7rpv7Kzae6m9sbDgbYT85NtypGqBt4uCFty1ktUB2FXz08gGQlwaCsREbVUMjZbXtS+42EJfNbzZUwOQVM+0GZivmMvapvyE85jIy9VKLeM7JORQGWAajPZUvsSohIL6S13R2YKrcujgPsgTG27n6sKwnRN4OKZOJ52JukTERE1UjatSs9VyqkIzU/FBnmkivVceShuRgLugrD3AbhPCPExIcTHANwL4Pd9PdU2kcqXMdbidkXSGQdhWVtviSh2c7+7TFgi3DqoyxbbN+Z7DcLqZ7ocmI7j1CqDMCIiai5fMhFxepnPO6ONLmoShL3uI3djNVNs+DE/rOVKQzEjDHARhEkp/xbAcwD8X+fXDU6ZcqRZlkS6aGCszYogKYFcudW+R7Nt9kqxb1s2Dp4sSyJTMpBsk1UbcxuEZYoI6dqWcuuBqSjOrudhNJgBQ0REBKCmEV8N+b5oejMIq57KdOfjK/jH75zuy7ksS2IjX8bEEIynAFrvjjyo3pZSnpdS/pvz67zzcSGEmPf/iP6wLIlf+od78ZdffaKj52dKBqRE60yY8w3YqjnfSzkyGQk2HXmRdc7T/nakE4S1meSvxlPUD349OB2HaUk8tZJ1dWYiIhotpiWRKW72TL/kil0AgL0T0crn/PcbDtY8p9Wml15KFcqQcjgGtQKth7X+kRBCA/BvsG9JLsO+KXkYwAthN+i/E8AZvw/ZS6dWs3h4IY1f+OQ9AIDPf3cBL7tyFy6Z9bYPMeVkklr1hKlIey1bxp7x6JaPSymRK5muy5HJSAAnlhoHTyo4axUUAnaDZCSote1VW04XMZPcOsLixsMzAIAvH1/EpbuSWz5ORESjTV1IUz8f3/vjV+Ftr7i8ZjblO155FJGgjg99zU6ERF1eUOuWGtQ6GR+OTFirYa0/JYQ4CuBnAPwcgD0AcgAeBvBFAO919koOPdOS+MP/eASf/+5CZZM7AFy5dwwPnUvhvqfXOwjCVNDTPI5Vc7hWs41r3ZmiAdOSrqf2jrXIhKXrvulbSbiY5L+cLmJ+cmv9fu9EFM+9eAof+uoT+Mlnz1d2ShIREQGbjfgqKRAKaJU9xIqmiZrb/O22xvRKZWVRdDgyYS17wqSUx6WUvyOlvFlKeZmU8lop5U9LKT+5XQIwAPjH7zyNv7rjyZoA7J0/fBT/75e+H4lwAPefXvP8mqrE2CromXa2xV/Ilhp+fC2rloi6+2ZQE/jtHeq11Dd9uxEVgLv9kStVeyPr/ebLL0e6aOC+p9ddnJqIiEbJRqVS1PrnUagqM1Zs0TvdS2p597CMyxiOHQI+u/fUOuaSYXz1N25GQNOwmCpgfjIKIQSO7hnDo+fTnl8z5aL8NxO3g5iVTOMg7IITkatgrZ1kJAjTksiXzS1T9tN1//JoxZ5f1rwnzDAtrGZLTYOw/U6GbCm9beJwIiLqk/pMWDPVa4PyfQrCVFJkO80J2/ZOrmZxaCaOWMjeFbV/KlZpOLfXKngfueCmJ2wsGkBAE02v3q55/GZQWa5GpURVHnWbCWu1/uhCtgQp0TQIm46HoGuicuOFiIhI+dDXngTQ/udRdY9YodyfG/dqEPnc2GCXiCujEYSt2EFYIwdn4ljJFNuuF6q3Gek3/yYTQmAqHsJqs0yYE4S53cO4GYRtPaub8qiSCAdbNuZXpuU32S2paQJzyTAWU/2b60JERMNPSok7HrNX27X7eVT9s69fmbDFVAGJcMDVzuZ+aBuEOaMoXieEeIfz/gEhxPf5f7Te2MiXsZot4WCTIEwFZyc9ZsNU5qndrsbpRBirzXrCnHLkpMsgTH1DpxplwgpeMmE6MsXmQedyZuvKonpzYxFmwoiIqEZ1Rqvdxa2XHt2Ff3/z85EMB1DoUxC2nC7WbIIZNDeZsL8AcAOA1zrvpwH8H99O1GOPLdr9Xpc1GaewZ9z+JvHa35QqlBEP6Qjorf8Ip+OhprcjV7MlBDTRdsCqomaANVpdlCqUEQpolQnFrbTbadloZVG93WNhLGwwCCMiok3q0tf//tEra3q+GtE1gSv2jCEa0vsWhC2lCy0TDP3mJgh7jpTyFwEUAEBKuQZgODraXHhkIQUAuGx34yBM3ZBYbzO8tF67lUXKdKJ5OTKVL2MiFtwyELWZmDNHpdES71S+9fT+aolwEJli41uWwGYQVn+luNpF0/YOyVYrmYiIaLTknJ9PboeQA0AkqPetJ2wxVRyq0UpugrCyEEIHIAFACDELYNvsrHl0MY1kJFDJeNVTs0JUadCtdsu7lel4uGljfqZotC1nVlOfm23Qz5V2eR7ALlmWTYmi0fh/xuV0EclwoOXwvIPTcZQMC+c28k0/h4iIRovKhHnpuYoENeRL/cmEpQpl17M5+8FNEHYr7J2Rc0KI9wK4E9togffpC3lcNB1rmm1KRgLQRPtdivVSeaNlU74ynQghWzIbplozhfYLt6vFwioT1qgcabjqBwM2+8ZSTS4jLLeYEaYcnLHHVHjtpSMiop0r5/x8crsJBrBXFhWM/gRhxbKFSHB47iS6WeD99wB+E8AfAFgA8GNSyn/x+2C9srCRb7gySNE0gfFo0Hs50nUmzM60NWrOT3vMhKlF37lmmTCX0b0aidHsv7nZyqJqh+fsDQMPO+VeIiIilQnzUo4MB/W+ZMKklCgaJsKB/qxIcqPVAu8p9QvAEoBPAfgHAIvOY9vCwnoBe5uUIpWJWKizcqSrnjBndVGDkmSmYCARdp8WjQZ1CNG4HJnKl11nwtS14Ga9aivp9pmwuWQEF03H8O2TF1x9TSIi2vnUxbG4h3JkNNifxnzDkrAkEG5zYaCfWv0p3QO7D0wAOABgzXl7AsDTAA75froupQtlpIsG9kw0z4QBdnN+R+VIF0GPmobfKBOWKbovIQJ21i4W1BuWI9MFw3VPmArCmgWey+kiXtCiKV/5voNTuP2RJVdfk4iIdr5sJRPmPts0Hg3i5GrWryNVqD7o8HYoR0opD0kpLwbwJQA/LKWckVJOA3glgM/064DdOO+MUGjWlK9MeCxHWpZ0Xf5Tq4saZZ28NuYDdoo31+h2ZKGDTFiDwDBfMpEuGq6u8B7ZlcSFbKmyEJWIiEabur3vJRO2ezyC8xuFpjf2e6WkgrDtUI6scr2U8ovqHSnlvwO4yb8j9Y6a6N7uOqrXcmS2ZMCS7qbTT6lMWLNypIdMGGAHYZm6OWFl00KhbLnOhKmesLUGQdiKi0GtihqA+9SK//+CISKi4ZftoCds11gERcPyXJHyqug0/7ebX9ZPbk6yIoT4XSHEQSHERUKI3wGw6vfBemE5Y2fC2k3HnYgFseEhE7a5vLv9N1k8pCMc0LZknYqGiZJpec6ExUL6lsb8tIdp+YD9DZgMByprk6pVVha5CMIOqRuSfUgjExHR8FvP2YPDvQQ6u51EyXmft7AUyyoTtr2CsNcCmIU9puKzAOawOT1/qC2l3AUUE9EQ0kUDZdPd+DO1vDvpIvMkhMBMIrylHJnxGDgp8XBgy7BW9a8Ht7cjATtD1ygIW26zN7La/qkYNIGOFqATEdHO88j5dNMNNc3sHrd/3vi9haW4HcuRUsoLUso3SymvdX69WUrZ1ytxhbLZ0fXV5XQR0aDeNtukpua7TYWqIMxLI3z96qKNSiDnLQgbi2ztX1OlTreLwNXnNgzCPJQjwwEdeyeiOMlyJBHRyLMsifueXsMz9o15et6BqTiEAO5/et2nk9lUOXJbZcKEEP8lhPhK/a9+HE45sZTBf//o3Z6fp4aOtlsL5HV1kZdyJNB4ddG6E4RNxLxtgJppkMHy0selTMVCDRvzl9NFCOE+oDs0E2c5koiI8Ke3n0C2ZOK5F097et5sMowbL5nB5x4459PJbKUhvB3pJor49aq3IwBeBaD59mcfhAMavnNyDQ+d28CVe8ddP28p5W5b+kRleKm75nyvmbDpeBiPnU/XPKa+1qTHIExlsKSUleBy2Qnw3JQQq1/noXNbB60up4uYioUQbLOYXDk4Hcdn7z9bcx4iIho9TyxlMJMI40eeudfzcy/dlcADp/3OhNlBWMjlz7d+aBuESSnvqXvoG0KIr/l0noYunk0gJYAvPbToKQhbzhRxqTPZvZVJz5kwbz1YMwk761QdqKxlnUyYxx1W04kwDEsilTcw7px7xWP2CmgczAF2EOYlo3ZwJo50wcCFbKkymJaIiEZPybQwkwh19A/yUEBDyWVfdqcq5cjgNuoJq56cL4SYEUL8AIDdfThbRUATuHp+Anc8tuzpeUupgrtMmMcl3pVGeA9zuYqGVTNkda3DTNiMM/JiparHbDlTxGQshICH6H4qHkLJtLYMfnWzN7Iab0gSEREAGKbluopSL6TbQZifs8K26+3IewAcc36/C8CvAfgffh6qkesumsTxhZTr/4EKZROpgruho5Nxb5mwjXwZiXDAddDTaHXRRr4MTXhvzJ9uMPx1NVOsBGduTTpZswt1vWor6aKnsubBaTUrjDckiYhGWdmUCOqdtaWEdA1SAqblXxCmMm3DFIS5iQCukFLW3BsVQvS97rR7PIKSM8zNTTO7GrUwl2w9qBUAEuEAgrrABQ+ZsHEPZcTq1UUXOUHLWq6E8WgQmubtG3Zz7+NmQLeWK3eVUTswbWezpJSey5H7p2LQNYGnVjKevj4REe0sZdPyVJGpFnQCo1IXr9FOJRO2ncqRAL7Z4LG7en2QdlRgoIaJtuNl1IIQApOxUMMJ8o2k8u5WFinTDRZmr+XcBZP1ZhrsotzIlSs3PN2aTdjB6XLVn2cqb6BkWp6CsKCuYX4yipPMhBERjTTDkh03vavnlQ0fy5FDOKKiaSZMCLEbwD4AUSHEtbCXdwPAGIBYH85WQ2W0llJFHHExCM7toFal2dysRjbyZdf9YNVnWKyaBrzsseynTDYI6NbzJYxH3V9YAIC5sa1Brdow4CUIA+ySJFcXERGNtrJpeW6xUVQmrGiaALwlFdyq3I7cDkEYgB8A8AYA8wA+UPV4GsDbfTxTQ7sqQYO7iboqE+amMR+wG+S9NOarXig35pIRBHWBs+v5ymNLqQKesc9b4ATYmaeJWLBm+KvbEm216XgIQtRmwpY8TMuvdmgmju+cvMAxFUREI8zuCesswAmrTJjpZyZsG42okFJ+HMDHhRCvklJ+uo9namjO2S3luhyZKkATcD02YSoRwiMLW+dmNeK1J0zXBPaMR3FmzQ7CpJRYShfbLhZvetb45vDXQtlEoWx5Og8ABHQN0/EQltO12Tmgk0xYDLmSicVUEbvHO/tvIiKi7a1sWh035gcD9vPUQFU/qKb/gMdebD+1Kke+Tkr5SQAHhRC/Wv9xKeUHGjzNN4lwALGQXikztrOcKWIqHobu8g+72QT5RrwGYQAwPxnF2TW7bypTNJArmZXsnlcz8XAlE6YGx3o9DwDMJiM1mbBOg7DrD00BAD57/1n8wk2XeD4HERFtf92NqLCb5f0MwgwnCHMbF/RDqz8tVW9LAEg2+NV3c8mw63Kk22n5ymwyjPVcue03QNHoLPO0b2IzE7boBJKdZsKq1yBtrj/qJAgL1/WEFRHUhef/tiv3juOZ+ydw+8OLns9AREQ7Q9mUCGgd3o50MmhlHwe2WpaEromhaptpVY78K+f3d/fvOK3NJSOebkd6yeiogG05U8S+iWjTz0vl7Y1N4x6DnvnJGJbSRRQNE0tOg76b8RmN2AvB7SBso4tM2Fyydp2SuizQyTfopXMJfP2Et2G6RES0c5RNC6FAh3PCVGO+z5mwYcqCAS7mhAkhZgH8PICD1Z8vpfw5/47V2OxYGMcb7Dts5PxGAZfvdp+wU7cFF1OFlkFYp0HP/KT9mufWC1h0snlzHZYjpxNhrOVKMC2Jp1ftEufeFmduZi4ZxkqmCMuS0DTheUZYtf2TMSymiiiUTUSGaAYLERH1R9m0Os6EVUZU+JgJMy0L+hBlwQB3w1r/DcDXAfwnALPN5/pqLhnGV1Pty5Elw8Jypog94+4Dk+oRGK1UVhZ5LUc6QdjZtXzla3RajpxJhCClPfD1saU0QrqGi6a8Tw2ZTdp7KNdy9t7H5XTrLGArB6bt551Zy+Owi32dRES0sxhd3I5UmTB/G/OHqykfcBeExaSUb/P9JC7sGosgWzKRKRpIhJsffTFVgJTA3gn3QY7KSi236TnrtBFeZcLOrOWwmCoiHtJb/je0Ur266PHFDC6ejXc0YVgFnsuZIpKRIJ5czuIFR2Y7OtP+STsIPL2WYxBGRDSCSt3cjuxXJqzD8/nFzU/uzwshftD3k7iwxxl/sFA1b6uRhY2C8/nuszrT8TC0urlZjXRajtw9FkEooOGJ5QwW04WOs2BA7eqiJ1eyuHjW/cyyairwXFgv4JHzKZRMC9fsn+jotQ44mbjTFzg5n4hoFBnWcGfCDEsOXTnSzZ/Wm2EHYnkhREoIkRZCuGvM6jGVTTrbJgg753zcSyZM1wQmXIyp6DQIC+gartgzhu+d3cDZtXzHvVfA5uqi5UwRZ9fy2N9BKRIArtgzhkhQw1ceWcLXT6wAQMdB2GwyjHBAYxBGRDSCLEvCtCQCXWbCSr5mwrZhY76UciDjKBpRzefn1luXDM9t2EGYl0wY4G51UTe3Ea/eN46/+9YpAMBbX3LE8/MVNYD2wbMbKJlWpRToVSIcwMuO7sZn7zsLCOD5l8501OAP2Ps390/F8DSDMCKikVO27OCp44n5fekJk0PXE9b2T0sI8awGvy4RQnTW0NSFuWQEuiZwdr31D/qF9QLGo0HEPfZcuQ3CYiG9o2+0H7p6T+Xt1z5nv+fnK5OxIHaPRfC5B84BQMeZMAD42RsPIl00kC4Y+LFr9nX8OoBdkjy1yiCMiGjUqHVD3feESRTKZmXZdi+Zlhy6njA3UcpfAHgWgO85718F4AEA00KIX5BSftmvw9XTNYHdY5G2mbCFjXylf8yLqVgITyxnWn5OJ9PyledePI2PvuE6HJiKdTwjDLCzTs+7ZBqfue8sgM1+rE5ce2Cy8vb3XzrT8esA9qywO0+sOKsrhmc3FxER+cswu8uEbfaEmTj6jv/A/qkYvvYbL+zZ+YDt2xN2EsC1UspnSymfDeAaAA8CeAmAP/TxbA3tm4i66AkrdFRWm0q0z4Sl8mWMRTrf8P6iy3fh8Fz3Fd5bnncQc8kw/tv1+3FwuvMgDAD+4y3Px7t/5MquLgsAwNG9YyiZVttAloiIdhbVy9XJTX2gemK+hCXhS1VlW/aEAbhcSvmQekdKeVwIca2U8slBjP7fNxnFd05eaPk5Cxt5XHvAe4P5dDyEtVypMry0kW4yYb30zP0TuPvtL+7J+oXLd4/h8t1jXb/O0T32axw/l+rJ6xER0fZgOOXIUIflPpUJSxeNnp2pnt0TNlxVGjeneVQI8ZdCiJucX38B4DEhRBhA2efzbbF3IoLzG4XKNvR6+ZKJtVy5o0zYTCIMS6LlDcmNfNnzoFa/DNP+KwA44GTk2JxPRDRa1HyvbibmawJ4aiXby2PVGMa1RW7+tN4A4HEAbwHwVgBPOo+VAfS2YOvC3okoDEs2XeStbkZ6GU+h7Hb6yBZbTOVPDUkmbBiFAzrmkmGcXWtdLiYiop2l0pgf6CwIE0IgHgrgxGK6/Sd3yLSsoQvC3IyoyAP4Y+dXvb43/8w74xieXs01HEGxsO59UKtSGQa7UcAz9o03/JxhKUcOq32T7Xv2iIhoZ1GZsGAXQU40pOPk6mYmzDCtjnvMGjElhi4IczOi4lIhxL8KIY4LIZ5Uv1w876NCiCUhxIN1j/+yEOJRIcRDQgjPjf2Hpu3p8NX/Q1WrZMI6CMJUJuz8RuMgomxayJZMBmEtuLk4QUREO0vW6eXq5mZ8PBxAobw5Jyxd6G1/mGlZ229OGIC/BfCXAAzY5cdPAPg7F8/7GICXVz8ghHghgB8FcLWU8koA7/dyWMAuMwZ1gadWGvcdqUzYrnHvE+ln4mEENFFZe1Rvc29k30ekbRv7JqNYWC/AatKzR0REO8/nv7uAkK51dClOiQb1mvd7HYQZZvNLd4PiJgiLSilvByCklKeklO8C8KJ2T5JS3gGg/hrj/wLwPill0fmcJY/nRUDXsH8qhpNNmvdOrmaxbyKKcEBv+PFWNE1g15jd+N+IathXE+tpq/nJGEqmheVM6x2cRES0c9x3eh3XH5rs6udjPFz7cztV6O3dv205MR9AQQihATghhPglIcSPA5jr8OsdAfB8IcTdQoivCSGub/aJQog3CSGOCSGOLS8v13zs0HS8aTnyieVMxwutAbskeb5JY/6Ks9x7hkFYU/POrdQzbM4nIhoZ6XwZk7FQV68RDdVWmVT1qVdMuT1vR74FQAzArwB4NoDXA7ilw68XADAJ4LkAfgPAP4smcxaklB+WUl4npbxudna25mMHZ+wgrL7kJaXEE0sZXDKb6PB4ThDWJBOmsjtqgTZttc/lknUiIto5UgUDyS4GmQNAPFSbCVvvdRA2hJkwN7cjv+O8mQHws11+vTMAPiOllAC+LYSwAMwAWG79tFoHZ+IolC0spgs1tyAXU0VkSyYumes8CNszFsFXHl6ClHLLHK6VjF2OZCasuX2VTBhnhRERjYp0oYyxSHf90lEnCEuGA0gXjbYbbLwyzOHLhDX9ExNCfK7VE6WUP9LB1/ss7H6yrwohjgAIAVjx+iLqhuRTy9maIEyty7mky3JkvmwilTcwHquN6lcyRQQ0wduRLcTDAewaC+PxRa4uIiIaBUXDRNGwuh5kHnfKkfsmo3jkfBprPQ7CrCEsR7YKW28AcBrApwDcDcDTyYUQnwJwM4AZIcQZAO8E8FEAH3XGVpQA3OJkxTy5fI+9e/Ghcyk87/Dm0mkVhB3ushwJAAup/NYgLF3EdCI0dLcrhs0Ve8ZwfCE16GMQEVEfqFuMyS4zYTEnEzYZCyERDmAt19typDGEa4ta/YntBvBSAK8F8NMAvgDgU9V7JFuRUr62yYde5+mEDcwkwtg3EcUDZ9ZrHn98KYNkOIDZZOflwuqBrfX7D8+nCtjd5ZLrUXDFnjHceWIFJcOq7AMjIqKd6XUfuRtAL4Iw+/mRoIaJWBBrud5mwswWe6EHpelPSCmlKaX8DynlLbAb6R+HXUb85b6droWr9o3je2c3ah574PQ6rtgz1tVOxd1OeXOxQXP+2fV8pfGcmrtkNgHDklhoMvSWiIh2jkfO26uGxrpszFeTDe47vY6peKj3PWHbbVirECIshPgJAJ8E8IsAbgXwmX4crJ2r5sdxajWHDSddmS0aePBcCs+5eKqr151LhiEEtgxslVLi3Hq+o0n8o0bt7eQNSSKinc0wNyfcR4Le53NW+4ErdwMAXn3dfkzEQj3PhFnW8K0tatWY/3EAzwDw7wDeLaV8sNnnDsIz5+2pvN89u47nXzqLe59eg2lJXH+wuyAsqGuYSYS3jKm4kC2hULaYCXNB3ZA8t958EToREW1/1WMk5rpoBQKAUEDDife+AgFN4Jf+4T6c7fEt++2WCXs97OGqbwbwTSFEyvmVFkIMvOv6qvlxCAEcO7kGAPj2UxegawLPumiy69feOx7ZksVRAcXeCQZh7ajLDeeYCSMi2tHWnWzVO5eHGzkAACAASURBVF55FJfuSnb9ekFdgxACoYCGUlWWrRe2W0+YJqVMOr/Gqn4lpZRjzZ7XL+PRIK7cO4a7nlwFANz91AU8Y+8YEuHu9zoemonjyeXaEQtn1+2IfB+DsLbCAR2zyTBnhRER7XDqBuPhLuZzNhLUBcpGb3cQG0M4rHVbX137/sOzuPfUGs6u53H/6fWuS5HK4bkEzm0UKlvhAeCskwljEObOxTNxPLHceLUUERHtDKp5vtuVRfX8yoQNW0/Ytg7Cfuq6eRiWxI3v+wpKhoXvO9SbIEytPXqyKog4u5ZHLKRjIsZBrW5cuiuBxxbT6GAMHBERbROqHDkZ7+3PxpCuo2T4EIR1MT3BD9s6CLtkNoE/ec0zEdI1XDQdw41Vg1u7odKqT1SVJM+t57F3ItrV+ItRcmRXEumCgSVn6TkREe08qbxdMep2Wn69YED0PBNmWBK6Plw/w7tvoBqwH792HtcfnMJYNIh4D/rBAODAdAy6JvD40mYQdnI1i/28GemaCmQfW0xjFwfcEhHtSNmSHYSplUO9EtY1lAyr4R7nTlnsCfPH/GSs6yFx1cIBHQemYpVMWNm08MRyBkd2d3/zY1QccW7JnOAOSSKiHStfMhEKaD3vtQrqdnhiWL1paZFS2pmwIVtbNFynGSKH5xJ4dNGeAvzUShZlU+JyBmGuTcdDmIwFcWIpPeijEBGRT3IlE/FQd0NaG1Er73rVF6ZiOfaEbRNX7xvHk8tZbOTLlZUMl+0a+GSObUMIgcNzCTyxxBuSREQ7VbZkVHY+9lIvgzDTkpXX0Ycs6tn2PWF+UUNf7z+9jkfPp6BrApfMxQd8qu1l30QUx06tDfoYRETkk3zJRNSHTJgqR5Z70Jz/ij+7A485rTF+BIzdGLKYcHhcs38CkaCGLz10Hrc/vISLZ+IIB3r/jbaT7R6PYjFVgNWjmj4REQ2HjDNHM1cyEfOxHFnsQSbssare5ESEQdi2EA8H8Ipn7ME/3P00HjmfxtG9LEV6tXcigrIpsZLlmAoiop3inlNreMY7v4SvPLKIvF9BmJMJ6/WYijEGYdvHb/zAZbh4Jo4feeZe/NYrLh/0cbadPeP2SI8FLvImItoxHji9DgC447EV5Mr+9oT1ohxZLREeroHrwxUSDpm9E1Hc/ms3cUBrh+aduWqnLuTwzP0TAz4NERH1QtAZeFo2LeSKJqLTPmbCejw1P8lM2PbCAKxzF8/GEdAEHllIDfooRETUIwEnQDItafeEBX1ozPcrE8YgjEZFOKDj8FwCxxmEERHtGGrq/B2PLWMtV/K1J6wXjfnVmAmjkXLZ7mTN+iciItreAk458txGAUXDQqxHKwOr9XpYq5Icsp4wBmHkq7lkGMvpIqTkmAoiop3Ij3JkqDInrLc/OyLB4Qp7hus0tOPMJsMoGlZlpgwREW1v9YGRH8Na/cqEDVufN4Mw8tVMIgwAWE5zVhgR0U5Q3yzvx4iK6huYvTKM+58ZhJGvVBC2kikN+CRERNQL5brsVDw83JkwIYCpeAj/9KYbun6tXmMQRr6aTaogjJkwIqKdYEs50oeeMPWa+bLZ1esYpgUpgTc87yDGY8PVlA8wCCOf7R6LAACeWskO+CRERNQLZcv/cqTqM+s2CFNrj1RmbdgM56lox5iMh3DVvnHcdnxx0EfZUZZSBbz+b+7GicX0oI9CRENuOV3E2/71u8iVenNBqmz435gfCThBWKnzIOz4uRRe9Zd3Adi8bTlshvNUtKPcdGQWD5xZ7/ktl1H2S5+6D18/sYIvPXR+0EchoiH34TuewD8dO41//PbpnrxefbO8Hz1hmiYQCWpdZcL+v397EA87w8KDzITRqDowFYOUwGKKi7x74f7T6/j2UxcAAKtZXnggolpn1/M1f99Oxe3e3DNr+Z68/pbbkUF/ptBHg3pXmTDD2szYhZkJo1G1d8Je5H12vTd/AYyqx5fS+KfvPI0nnA0EkaCG0xf4Z0pEtW5831fwnN+/vfK+2pd4rkd/B5dMC8mqKfl+lCMBOwj7u2+dwjceX+no+WZV7xp7wmhk7Z2wm/N79RfAKCoZFl7ygTvwtk9/Dw+ds9Pr1x+cwukLuQGfjIiG1Qe/cgIb+TKKTknv2Kk1FLpsdAcAw5Q15T0/dkcCgMpj/cxH7u7o+UbVLU4GYTSyKpmwHqXCR9GZtc1g66PfeAqRoIbLdyfx1GoWRg+HGRLR9lY0NoOs93/5Mfzmvz5QCbxWMsUtWSUpJf74y496usFeNq3KEm/AnxEVQPfLu6vLpkGWI2lURYI65pJhnGLWpmP1pdxC2cLlu8dQMiycXOX4DyKyLW7UzmQ8t15AobwZjNSvkDuzlseff+VxvOkTx1x/jZJpIahrlRFEmubPKqBus3amxUwYEQDg4EwcJzkrrGMqi/iTz54HYPeDXbFnDABwfIFjKojItrBR+w82TdTO2iqWa7NLKttU8pBRL5sSoYCGz/3yjfjXX/BvCn23QVh1Y/6wjqjw50oDUZ2LZ+KcFdaFM2t56JrA+37iKtxyw0EkIwHsnYhCE8DjLWaFPXRuAxu5Mp53eKaPpyWiQVmu204ihKgJZgpGbWCTdTJjAQ/ZLMO0ENQF5pIRzCUjXZy2NUu2/5xWqnvCIkEGYTTCDs7EsZotYSNfxnh0+FZHDKulVAG/89kHcd/Ta7hoOoaAruGq+fHKx/eMR3G6Ra/dD916JwDg5stm8brnXISXHN3l+5mJaHBydSMdhLDbFyZiQaznyltGPqQLdhDmpWfK7gnrb1Dz+FIGh+cSnp5jVN2OjIeHM9wZztCQdpw94/a/lpY4K8yTv/vWKdx2fBErmRLe/oortnz8wFQMTzfptav+y/arjy7jjR56Pohoe6ov4QnnsclYyPl4bdkxXSgDAPQ2mbDbji/iXZ97CABQqrsd6bdQQMPffuMpz8+rLkf6dXmgWwzCqC/UIu/6VDm1pv6VCtjZrHoHpmI4tdo4CLv/9Lpv5yKi4bQlCHPKkbGQjqAutpQj1d8xgTaZsJ//xDF87JsnAQBlw0JI96cZv9oLnb/zDk3HsdLBzw6zqhzp1xiNbjEIo76YU0FYmkGYFyeW7H6vP33NNQ3/kjwwHcNKpthwJ9xD5zZq3vfS80FE21O+VJvpKpsWCoaJaFBHJKBvCdJSTibM7d8PhmnBsKy+jHz40Oufjfvf8VKMRQNI5b3vvaxeNO7HkvFeYBBGfTGbsMuRDMK8efR8Bq++bh4/du2+hh/fPxUDgIaT848vpDCXDON/vuBiAHZq/pHzKf8OS0QDVzDMmpuAmYKBfMlEJKgjHNQblCPt4EYX7oKwbNFEoWz1ZeRDOKBjIhbCWCSIdLHs+fnVjf3D2pg/nKeiHWcsGkBI11iO9GA1U8RKpogju5JNP+eAE4Q16gs7fi6Fo3vH8Ns/eAXu+u0XYSYRwns+/7Bv5yWiwcuXTISrAo500UChbCES1BENaVsyYSoIK7ocUZEpGVjNFDHt7KPsh2Sks0wYqoIw4TLI7DcGYdQXQgjMJsNYTjEIc+uxRXtH5GW7vQdhRcPE40sZHHVmie0Zj+Knn3MRvvHECi9HEO1ghbJdevzPX30BnnVgAulCGYWyiUhQa1iOVI35BZeLsl/9obtwbqNQ6fPth7FosFI2dUtK6Wn22aAwCKO+OTgTwxMc2Orafzy4ACGAy3ePNf2cyVgQyXAAjztLvZUTixkYlsTRvZvPffHlc5ASuOfUmm9nJqLBKpRNREM6Ds8l8eIrdqFQtrCYKiAZCSASbBSE2RmmXNldpklt75hJhHp78BbGIkGk8mVI6X5wmNHtkLE+YRBGfXNkVxInFtOwtsn/OQbJtCQ+9e3T+Mlnzbf8F6cQAs+5eApfP7Fc8xfUI+fthn41VR8ALt+TRFAX+O7ZjS2vQ0Q7Q75sIhKwbwJOxe1AKVsysX8qhmijnjCn16q+ob+dfmbCkpEALGn/d7hV3gZZMIBBGPXRkV1J5Ermlj2ItNXCRh4l08KzLpps+7k3XTaHM2v5mlEVjy9lENQFLnLKlYDd5HpkVxIPMggj2pEeX0rjSw8tVprQ1WwwALhoKo5wUKtZYQRsZsLyDW5Yt9LPodtjztdaz5VcP6dsbI9/7DMIo75RDeaPnueuw1Y++a1TeO1ff+v/b+++49uqzv+Bf46sYcmSvLdjO3vvhIRACAECAVpWGYUvbWmhk9JBobSUjm9LS39NW7r4tlAKtEApq2UWAgkjISGL7ITsOLbjvYdsyZLO7497JctbdizdK/nzfr3yeslXV9LxjS09fs45zwMAGJdqG+JsYE6+UkE/dOfj8do2FKcn9SlrMTXbgY1H67CrlFOSRPHmjmd2AwBq1F3ogUwYABSl2wadjuzo8vU73efyePHTVw/2OZ6THLl2Rb2lq9/HcDYWuX1n1ncyWhiEUdRMyVZaThwepNchAfe9tD9YcmJcmnXI8ydn2yGEUs4i4HhNGyZm9m3xMVFt+3H1/20e9kJXItK3QK2vJpfyu52W1J2tKkoPTEf2vzDfL5XG3L29vLsCj/WqVv/lFRMGXas62i6cno0sh2VYu+v7+170iEEYRY0j0YT8FCuOMAgbVGiNn9zkoYMwm9mIwjRb8Lp6vH6canD122ctL6X7r9dX91SMwmiJSC8Cma/AlGNKyHSkI9GEtCQz6tt7Tum1dHoRqNPq9vbNHqXa+k47zsiNXgAGKC2V5hQk9+mLOZgur7Im7O5LpmL7Dy6K1NDOGIMwiqop2XZORw7C41WqUV82OwdP3bok7IKIRelJwTIVp+rb4fNLTMxK6nPeiilZWFysrDPbUcIpSaJ44uy1TitF/TrQuzfLaUGrWrwVUIIuj9ePDLtF/brvYvb+NiQmaVB93mo2DmvdWqA8RXF6UlQ3EQwXgzCKqik5DpyobY+ZnSvRVtbogl8CF0zLxrmTM8J+XEGqFeWNLtS0dOKFj8oBoN/pyLQkM57/yjKsnpnDUhVEcSYw1fi18ycCUPpB/uMLZ+GVr58LAMhyKMFYTatSK/Av750AgEGDsEAwkxeyBsxmiX4fRpspYViZMI/6vZii0OPyTDAIo6iamu2Ax+fHqXrWC+vN55f47VtHAACz8oeX7s9PsaLR1YXb/rEDD29Q3lj7C8ICZuU7Udrg6rfnJBHFprZOLxYXp+K7q6cFj503JTOYCQr08K1Wi2Y/uE55vzGpGXd3V98gx62WtHj+q8uCx7Tow2g1JwQzeOEI/KEfjfZKZ0Lfo6O4MzlL2SF5tLptiDPHnhc/Ksfr+yoBKMHqcBSkKmvH9pYr5Se+ceFkJFkGfqMsSlemKvtrd0REsand4x309z7b2Z0JC63XeMnMbAD9Z8IC68RC16ommaOfCUuyJMA1wA7O/gQyYeYoNBo/E/oeHcWdfDVYqGxm65ze3j9aCwB4+DMLh93nbE5BSvD2TUsKceeqKYOeX6wGYSV1Lkgph1WJmoj0qa3TC/sgQVggI1bT4kal2r7s51fPwnR1p2P/QZhyzGIyBHdfWjUIwmxmI3z+8FsRBXZHmpgJI+qWajPBbDSgmv0L+/iopBFXzcvDJTNzhv3Y8RlJOHz/anx5xQR8feWkIc8vTFfqj72xvxLn/PIdXPzghmG/JhHpS5t78CAs2WqCEErR0+Nqq7PxGUmwDDYdGQjCjAYkmpTgy2qKfhAWeM1wpySD05HMhBF1E0Ig22lhJqyXzi4fqlo6MT5j4HVcQ7EYE/D9S6cjL2XoshbJVhNWTMnEy7srUNHciaM1nB4minVDBWEJBoEUqwkNLg92lTZBCGBmXjIsaoX9wTJh5gQDfn71LGTYLX12YUaDTc2+hbs4P5AxMzEII+op12lFFTNhPQRaOYVTnHW0PH7L4mGvPSMifXJ7fXB5fLAnDr5oPtVmRqOrCztONWBqtgPJVhMsaq/J3oVcA89rNhoghMCV8/Kx476LNAlsrMMNwgLBo5G7I4l6yElORGm9i+uQQpSpC+THpQ3dpmi0GAwCk7K7M2/1w6hGTUT6Etjs1F+R5lCpSWY0tivTkYGiq4HpyE6vHyfreu5cd3f5g/drKbAj87kdZQOeE7rZoIuZMKL+nTspA1UtndhV1qT1UHRBSolH1LIShVEMwgDgs0uLgrcX3r8uqq9NRKPnQIWyM3pmXvKg56XazGho96C+3YMMdaF+IBO27mA1Vv76Pby8+3TwfLfXH7xfS4HpyEc2nECzq2/LtX/vLMeEe/+LKnWpC0tUEA3gklnKwvMtJ+o1Hok+rD1Qhc3H63H7yonBLeTRsmRCOn7/6XnBr5tcnkHOJiK9OlzVBqspAUVD/CGXajOhoqkDbq8/2OYosCYssCzi6a2lwfM9Xn1kwkLHsP5QdZ/7132sHNt0rA5AaLFW7cc+GH2PjuJSstUER6IR1WN4cX5tqxv/++oBuL0+vLa3EtlOC+5cNVWTsThC1pAcYkspopjj9vpQ0dSBDIcZBsPga6DSksxo6fQGbwPdAU6bejy0tZzb69NFELawKBUP3jAXQHeDckCZgnz4/ePBDQlHatQeuoESFQzCiPrKcSYGqzaPRb99+wge31SCN/ZV4aNTjVhcnIaEId48IyUtqbuvGvt6EsWeT/zhA7x5oAopVvOQ5+aGtB9KV4OwQOmJWnVdaJu7u5OG2+vXxZSeEAKXzsoF0HMX54cn6vHAG4fw3A6lXduu0iZMue8NvHWgCgB0EUAORt+jo7iV7Uwc0zskzWo/swMVzahs7sTColTNxjJvXApe+fo5sBgNwQ0CRBQ7AiVmUmxDl47IT+2ergxkwgK1tBraleUIPr/EBb95D7/478d4+2A1Wjr6rsHSQnADQcguzg1qkeuAk3Xt8Hj92HqyAQCCBWb1ikEYaSLbmYiaMRyEJduUN7/Nx5V1cbPyB19MG2lzClKQn2oNrgkhotgzWI2wgECLMwBIV7Pg/U1hnqhtD24YqtDJ0hEhBMxGQ49MWOAPx/6ajJgTDDByOpKor9zkRNS0uoM7WMYan1/5vg9UtAAApuVoX6+rINXGIIwohvn8Q5f9yQ8JwnJTorsRaDRYjIZgP0ugu25YoOJRaJbMZtF+V+dQGISRJiZl2eH1yz41acYCv1+ioqn7L8sJGUlwJEa/AnVv+SlWnG5kEEYUq8L5o9aZaMK5kzLw0ytn9li0/u+vLQvePm9KJrKd3WtFo1lEeigWY0KPTFh7yPo1oFcQpkF7peFiEEaamJarZH4+rmzReCTR9//ePIT/7FLq8Hzjgkl46H8WaDwixbQcB+rbPQP+n7yxrxLv9LM1nIj0IdC0eihP3bYEnz27uMexmXnO4O1/fOEsXDxDKSVUnG7DG988b9TGeKYsRgPcXd1BWGtnzyAs9BqI/uYodYZBGGliQoYdpgQxJksiPLG5BICyYPTOi6dieq5z8AdEyRVz82A0CLy6pyJ47PkdZVj2wHrsLG3EV5/eiS88sUPDERLRYM6bkjHix/YuyDpFXSLh9cuw1ppFS6LJgM6Q6ci2XpmwWMMgjDRhNhowLs2GkjE4HRlIpXvDWL8RTalJZmXXasgi3Ltf2IuK5k5sOlrX72OklPjHhyWoa3OzDRWRRqymBFw5Lw9fXD7hjJ7nic8vxku3nwMA+OQcpRxEfop+piIBdToyJBM2WBAWC+9J+glvacwpSrPhVP3YKYlQ1+bWfR2uDLsZde19q+bvONUYvN3u9iJJ/ct4/+kW/OjlA/jRywdw56op+MaFk6M2ViJSAo2OLh+K0pPOePrt/KlZwdspNjNe/8a5Ue/iMRSLqXthvpQyWGA2VjEII80UpSdhe0kjpJQxMXc/UmUNLlQ0deCGR7ZoPZQhZdgtwfptoTXD3j/SXYtn5o/XAgD+cvMCdIb8Rfrbt48wCCOKskBm3RqBRehD9aHUgiWkRIXb6x90RkH/eTBOR5KGitJtaHN7UdcWP/0KX959GsXfex01rUog4/b6sPxX7/YIwK6enw8gvMKK0ZZuN6NOrZr9pSc/6nHfNeq4A77y1E784Z2jPY7tP90c2QESUQ8daokGq2lsfJwr05E+lNa7hpxJiYHZSAZhpJ0p2crCT71P0Q3HXzcqxQ0PqvW/3j/cs5rz5XNy8bXzJ+K1O87F2m/pZ8dRQLrdgvo2D6SUcIds9QaAL6+Y2Of8E7XtcFiMePLWs5CWZMb/vXcsWkMlIgAd6u+p1az/cgyjIdGkZMLOW/MuLvndhkHPlTGQC2MQRpoJ7AqMlzIVUkp0eZVf+sCGg1f3VvboXfbQTQswOduBWfnJultrASi95Lx+ieaOLiT3ytRNybYHb//jC2cFb//3m8uxfHImzpmUgV2lTVEbKxF1B2GJMVATazRYjAk9aoENJhYyYVwTRppJSzIjx5mIgzEchNW2urFm7SF8ecVEfOIPHwTfEH/y6kH8au1huDw+3LSkEEVpNqQmDd1cV2sz1MB407F6NLZ7sHJqJt5Vs3lCCGy990KUN3ZgUmZ3QBZogzJvXApe3VOBrz71Ef5888LoD55oDOqejhwrQZgBlWG2UcqwW4Y+SWPMhJGmJmQm6bJq/rGaVlz50CbUtHaiw+MLLlKvUNv6bDxai5qWTrxzqBrP7SjHhb95PxiABSpNB9ppfPm8Cfjyiom4ftE4Db6T4VkyIR25yYn468YTqG11Y1yarcf92c5ELCxK7ZElC2yq+OTcXCSaDHhjf9WYLD1CpIWxNh1pMfXsHQn0v772h5+Ygb/dsihawxoxZsJIU0XpNrx1QH9V2J/dXoY9ZU148sNTOFzVircOVuN7l07DL984hGk5jgGLzL75reUYn5GEqfe9CQB4+fZzUJSeFM2hn5EEg8BtyyfgZ68dBNDd4Hf55L5FIF/86jIkhiwGznIkYsPdK7FizXtY89ZhPHSTPjoBEMWrkrp2rPtYef/UQ+uzaOhdVBYA0mxmNLm6ehy7ZVkxEvppTK43DMJIU4VpSahv96DN7dVVVWabWRnLlhP12F6i1Mj65RuHAACHqlqR6bDAYjSgXO21uObaOWju6MK0nJ7V72fn62+L91A+v6wYL+8+jb3lzfD5/djz44v7nepYWJTa51iWMxFXL8jHq3sq4r70CJHWzv/1e8HbzkT9vH9G0mWzc/G3D072OJaaZAZCsu8GgZgIwABOR5LGitKV6S69TV8Fph0DARgAXDY7B9vuvRC/uW4u1n9nBT645wKcMykdd66agusWjcNt/VSrNsTIG0Eog0HgZ1fOAqBsnki2mmA2hv9WMTXbgdZOL2rVUhdENPqaXD1L+zitYyMTtrAoFe/ddT6K07uXSqTaeq63NSbETmgzNkJn0q3AQvC95c2YpYOs0QsfleOu5/cAUHYKfvbsYkzOtmP1zJxgQPWphQXB85++bWm/z7P13gvh6bVuIZbMHZeCPT+6GE7r8N8iJqqL9o/XtCPLob8doETxoPdaWscYyYQBQHFGEr550WR8+1nlvdpu6ZmpN8dQEBY7I6W4VJRuQ4bdjB0lDVoPBYBSbDWgvt2Db140GZfNzh12RivbmdhnUXusSbaZRjSdODFLWQN3vLZttIdERKrehUr7WysVzzLt3X/gmXoFXaaE2JmBYBBGmhJCYGFRao/ehFpwe3146N1j2Hi0DhdNzwYAnDU+TdMxxaocZyJs5gQGYUQR4vH68ZHG75lamxxSt9DUa7lErKwHAzgdSTqwuDgNaw9Uo7qlM+oFTKWU8Evgbx+cxJq1hwEoTay3fP9C2MdQen80CSFQmGbD45tKMC3HgRsWF2o9JKK4se1kA7705A40ubowJduOI9Vj84+dLEd3DbC+04+xE4RFLBMmhHhMCFEjhNjfz313CSGkEKLvvncacwK77LZHeUrS6/Pj0t9vxMR7/4tfvXk4ePz8qZnISU7U1W7NWBPoP3nPi/vgG6TBLhENz/UPfxgsx5AWAwWgIyWwVCLBIFClFm8N1GiMpU3ZkZyOfALA6t4HhRDjAKwCUBrB16YYMis/GUnmBGw5UR/V1z1W29an3tehn63G6lm5UR1HPArsrgSAdw7VaDgSovj186tnaz0ETe350cX46L6LcFrdzX7xjBwAsZQHi+B0pJRygxCiuJ+7HgTwXQAvR+q1KbaYEgxYPD4NW05ENxO2r7wZAHD7yolINCZgyYT0MdN/LdIunZ2LYz+/FEsfWI//7qvEqhnZWg+JKC4UpFpR3tiBTd+7APkpVqy7c0WP/rRjSaBzx5rr5mDDkdrg5oRYyoRFdb5FCHEFgNNSyj0s4kihFham4r3DtWjt7Ipa5eeDlS2wmhJw56qpMbWQM1YYEwwYn5GEyuYOrYdCFDe6fH58evE45KcoPVsnZdmHeET8m5bjxLQcJ57eegoAIGIoFxa18FkIYQPwAwA/CvP8LwkhdgghdtTW1kZ2cKS5WQVKjbADFZFv5r2nrAlHqltRWu9CUbqNAVgEZTosqG1l0Vai0dLaqa/uInpiVN/LTcbYeU+PZg5zIoDxAPYIIUoAFADYKYTI6e9kKeUjUspFUspFmZmZURwmaSHQ3mf/6eaIv9aVD23CxQ9uwKbjdShIje1aXnqX5UhEDYMwolHh80u4PD7u3B6A0aCENL0r6OtZ1P4npZT7AGQFvlYDsUVSyrpojYH0K8NuQW5yIvZFOAhrbO9u9dHZ5UdBqjWirzfWZTosaO30orPLx/V2RGeoze0FMHaadQ+XUS3SmhJDQVgkS1Q8A+BDAFOFEOVCiFsj9VoUH2blJ0c8CNt4TIn5l09WqqP4JcsnRFKmWsvnRy/3qVRDRMPU2qmUpnBwOrJfXp/yfp5qi50gNWJBmJTyRillrpTSJKUskFL+rdf9xcyCUag5+ck4UduOFvWNJhIe+O/HyHJY8Jvr5uLSWTn43LLiiL0WAQsKUwAAb+yv0ngkRLGvOxPGIKw/TR3KZ0csTUeOzX2tpEtzFW8D+AAAIABJREFUxykf2IHSEaOtuaMLlc2duPXc8chyJuLPNy8MNpumyJiU5cCnF48bc33tiCKhtVMJwrgmrH9NLmW5SbKVmTCiYZtboARhu8uaIvL8ZQ1Kw9uidC7Gj6YMuwUN7W74WTmf6IwEdhqP5Ur5g7lQ7ft72ezYKbjNcJp0I9lmQn6KFcdrItML7WRdOwBgXBqDsGhKt5vhl0Cjy4N0u2XoBxBRvwJ/SBbyPaxf88aloOSXl2s9jGFhJox0JS8lMdiCYjRVNnfgjmd2AWAQFm0ZauBV1+YZ4kwiGkxpgwupNhN3R8YRBmGkK/kpVlSMYoX1ls4u/H7dUXz3hb0AgO+ungon38CiKhCEPfj2EdS3sWYY0UiVNriYBYszDMJIV/JSrKhq7oRvlNYPPfTOMTy47gg2Hq3DPaun4WvnTxqV56Xwzch1IseZiDcPVOGpLaVaD4coZlU1dyI3mbUN4wmDMNKVvBQrunwSNa2do/J8aw8opRHOnZSBLy4fPyrPScOTbDPh/e+ejwy7BfsrIt8RgShetbm9LE8RZxiEka5MzXEAAA6cPvMeko3tHpTUu/Dd1VPx5K1nwZjAH3etWIwJOGdSelTaUhHFqza3F0ks1BpX+KlEujIrLxkJBoHtJQ1n/FxbT9YDAOYVpECI2GnoGq9m5yejsrkTdVwXRjRsUkq0u9m8O94wCCNdsZoTsKAwBY9sPIGDFSPPhvn8Ej955SAy7BbMUYvAkrZm5ilN2g+cwf8r0VjV2eWHX4KZsDjDIIx05/efng9zggFPbT01osf7/RI3/nULqlo68YPLp/EvR52YkecEAE5JEo1AoGWR3cLuE/GEQRjpTl6KFSunZmHj0doRPf5ITSu2nVSmM5dPzhzNodEZSLaakO20BIvmElH42tUgjJmw+MIgjHRpao4D5Y0d6OzyDfuxe8uUTMtdF08J1qgifchPsaIiAsV4ieJdG4OwuMQgjHRpYpYdUgIl9cPPmuwub4Ij0ciaYDqUl2KNSEcEongXCMIcDMLiCoMw0qXJWXYAwNMjKO65t7wJcwqSYTBwR6Te5KdaUdnUyWbeRMPE6cj4xCCMdGlajgMXz8jG01tPobmjK6zHSClx30v7sP90C2bnc0ekHhWk2uDx+XFyBBlOorGM05HxiUEY6ZIQAreeOx5+CXx4vC6sx2w8Whdsi3PelIxIDo9G6OIZ2TAaBJ7dXqb1UIhiSnA6khXz4wqDMNKt+YWpyLBb8Kd3jw3aS1JKiarmTmw4UgtzggE7f7gKyyYyCNOjbGci5hQkY185y1QQDUeTS5kRSLaaNB4JjSYGYaRbZqMB910+HftPt+AttQdkb/tPN+PTj2zB0gfW49EPTmLeuBSkJZmjPFIajoJUGxfnEw1Tc0cXEk0GJJpYJyyeMAgjXfvk3DxMyEzCA28cgtvbs1zFwYoWfOKPH2CrWhPsmvn5+PoF3BGpdwWpSpmKwbKbFDvq2txobPdoPYy41+zqYhYsDjEII11LMAjcuWoKShtcuP3pnbj9nzvR2O7Bx5Ut+NSfNwfPW1ycit/eMA/nTWFxVr3LT7XC65eoae3Ueig0Chbdvw5LH1iv9TDiXlOHBylWZvnjDVf4ke5Ny1Ha3az7uAYA8PreSpxVnAabOQGv3nEOfrfuKL56/kQth0jDMD49CQCwr7wZuclWjUdDZyJQasTt9Q94Tl2bG45EIyxGTqOdiSZXF5JtzITFG2bCSPcK02x9jm0racDtKydhUpYDf7ppQbA5NOnf4vFpSE8y4+XdFVoPhc5QaYOrx9ctnV1Yd7A6+LWUEovuX4fbn94Z7aHFneYOTkfGIwZhpHtmY/eP6TUL8oO3b1g8Tovh0BkyJRiwcloWPjxRDym5LiyWHaxsCd6WUuLb/9qN2/6xA5XNysaLdo+yjjOQxaaR2XysDoeqWrkoPw5xOpJiwv1XzYKUEp85uxirpmdjeq6TRQtj2LxxKXjho3KUN3ZgXD+ZTtI3KSUeXHe0R9bruR1l2F+hlB5paPcgN9mK+ja3VkOMK+8eVoLYJePTNB4JjTZ+ilFMuHlpUfD2pbNzNRwJjYZ545SOBttONjAIi0HVLW78Yf3RHsfueXFf8HZtqxJ8VTRx88Vo6OzyI9Vm6vE+SPGB05FEFHUzcp3ITU7EmwPUfyN9O1DRXWz36vn5fe6vbXWjvs2NG/+6JZrDilvtbi/srJQflxiEEVHUGQwCq2fl4P0jtWjtDK83KOnHwQplLdg1C/Jx9yVTkeWwYGFRavD+47XtWHj/uh6P8foG3kFJg2t1e5FkZhAWjxiEEZEmLp+dC4/Xj3cP12o9FBqmk3XtyE+x4rfXz0NeihXbfnAR/v6Fs3DdwgIAwAsf9e0NyqnJkWt3e2HnGti4xCCMiDQxvzAVBgEcrW7Veig0TOVNHchP6VnjzW4xYs11czE914m6NqWC/uqZOShOV9b8bStpiPo440UbpyPjFoMwItJEgkEg3W4JLuKm2HG6sQP5qf0X2p1boNTsWz45A3/5zEK8853zkWozYftJBmEj1eb2cjd4nGIQRkSayXJYUMMgLKbUt7lxup9MWMA1C5QpyTtXTQGgrP8rzkjC6aYOPLejDPe9tK/fx9HA2t1e2LkmLC7xf5WINJPpYCYs1nzv30oQVZTef2mRs8an4fgvLkOCQQSPZdotOFXvwndf2AsA+NmVsyCE6Pfx1FdbJ6cj4xUzYUSkGSUTxgXbsSSQufzk3LwBzwkNwAA12A4p3NrS6Y3M4OKQ3y/R7vFxOjJOMQgjIs1kOiyoa/MEG0GTfrW7vfj75hKcqGnDNfPzh9VCJ9NhQUO7J/j15x/fhvUfVw/yCApodSsBq4NBWFxiEEZEmslyJMLnl2hweYY+mTT12t4K/PiVA2h1e5HpsAzrsb3P31nahFv/vmM0hxe3qluUTHF2cqLGI6FIYBBGRJoJfDjXtHBdmF4crmrFX94/3uf46caO4O1hB2H2vuc7LEb8/PWDuOOZXcMf5Bhyukm57vkpDMLiEYMwItJMlvphXstGz7pwsKIFl/xuA375xiG0u3uu26poHvnavcJ+FvHnp1rx140n8eqeihE/71hQoQZheQPsRqXYxiCMiDST5VD+uq9p4eJ8PXjovWPB2713rQaCAQCYmGUf1vMWpSUFbz9wzWwAQLLVFDzm45rAAVU0dSDBIIK/KxRfGIQRkWYymQnTlZO17cGdjaH/J1JKlDd24PI5udj0vQuwcmrWsJ7Xau5exH/jWYU4f2omXB5f8Fg1g/AB1bS4kWm39NlxSvGBQRgRacZqToDDYuSaMB2QUqKkvh1LJ6QB6F6n9/bBapz1i/UobXBh6fi0AYu0DiXFZoLZqHzk2C3GHtOdoVk26snV5UOSJfydqBRbuOeViDTVu4YUaaOm1Q2Xx4ezitOx6Vg9atX6bV/8h7KL0ZxgwM1Li0b8/JvuuQCBSUe7xYi2kCCsrNGFRcVpI37ueNbh8fXIJFJ8YRBGRJrKdFhQy0yY5irVhfcz85wwGgRq29x4bntZ8P5JWfYzqnIfWmw0qVcQdqymbcTPG+86PD7YTPyojlf8nyUiTWU6LNh/ulnrYYx59Wo2MtNhQYbdgvUf1+BQVSsA4IJpWfjxJ2eM2mslWYw91oTtKm2C3y9h4LqnPlxdvh6bGCi+MAgjIk1lORJR21qj9TBi3u1P74TTasTPr5oddjCz+Vgd6to9mD8uBfVtSsHcdLsZWU4L9pYrgfHWey9EtnN0d+bZe61x2ny8Hs9/VIYbFheO6uvEg06PDznO4dVlo9jBIIyINJXltKDd40O728v+eCNU0dSB1/dVAgBuOqsIswuSg/dVt3TCIESfAqs1LZ246dGtAIDc5ER85mxlvVd6kiVYXLUwzTbqARgA2C3dmZ3PnV2Ev394CkerOSXZH1eXFzYzfy/iFXdHEpGmctV2LM9uL4OUrBc1EpuP1wdvl9S397hvyS/WY/HP1/V5zKkGV/B2ZXMn6lo9SDInwGpOCAZs8wtTIjLe3JDq7+dMykB+ipWtqwbQ4fEPq08nxRYGYUSkqVn5Stbmp68dxPqPOS05EqUhAVVJXXcQNlhQW1rv6vH17rJGpKsZsEAng3njIhOETcjoLt5qtxiRlmTu0eCbunV4vLBxd2TcYhBGRJoan979gVzRzHpRI9Hs8sCZaESOMxElIcFVTevAu04DgdvDn1kIQGmqnW43A+guohupICy01tjELDuDsAFIKdHR5YOVmbC4xSCMiDRlMAjcd/l0AMCpXtkZ6l9Vcydcnu4SD00dXUixmZGfakVlSCB7vFfpB5fHG2wRVNbgQn6KFWeF1OcqSFV6PF42Oxffv3Qa5hZEJggzJigfPTZzArKdiUi3m4MbA6jby7sr4JdgnbA4xiCMiDR32/IJmJbj6DGVRv2TUmLpA+tx6xM7gseaO7qQYjMh1WZCo6sreLyssTuo9fslZvxoLe57aR8AJRM2Ls2K1CRzsARCUZoShKXbLfjyiokRLRmx7d4L8eH3LlReL8mM000dqGPR3h6+9exuAGAmLI4xCCMiXShKt/VYLE79K29UMl0fnuhejN/k6kKy1YQUmxnNIQvcK5q6ezKeVBfsP7OtDKebOlDa4EKhGnQFNkeMSxtZS6KRyHImItmmBH/Tc50AgN+8dThqr693N/11S/C2x+fXcCQUSQzCiEgX8lNsON3YwR2SQzhQ0RK8HShy29yhBmHWnpmwqubuIGxveVPw9i2PbUNNqzsYhF0wTWnInWHXph7VNQsKsKAwBftPtwx98hgRuuO1dpC1fRTbGIQRkS7kp1rR0eXrEURQX6HB1LV/2YzK5o7u6cgkMzq6fOjsUqrRh2502FPW3ZXgqLpWrEjdFPHtVVPw+0/Pw8qpWdH4Fvq1oDAVh6tb4WXWB80d3b8DOc5EfHnFBA1HQ5HEIIyIdCGwY66iiTskB7PpWB0WFKbgic8vRmeXH2c/8A4a2j1IsZqRok7vbT3ZgC6fH1XNnTAblbf5JzaXwGEx4q+fXQQAuHJeHlbPygEAmBIMuHJevqZtg6bnOuHx+ntkgMaqwO/AZbNzsPl7FyDLMfoFc0kfGIQRkS4UpCpBWGDNE/Xl8nix93Qzzp2cifOnZsER0mGgMM2GFKtSYuJzj23DE5tKUNPqxuQse/Cc6blOrJqRjY3fXYnf3TAPpgT9fAQE1oV99rFt2HysTuPRaOu0+jvwpfMiuzmCtKef30AiGtMCmbDTzIT1y+314TdvHYGUwPgMZS3XK3ecG7z/nMkZSE3qbgf0cVULmju6sHJqFj61oAAAcMW8PADAuDQbhNDXh/ukkGDxeO3YbmEU+B0IradG8YlBGBHpQorNBJs5IZgFoJ6+9+I+/O2DkwAQ7Oc4PiMJv71+Lq6al4f8FCsWFqXirounAAAOqgv4c5IT8Zvr52LXD1fhf5bot0F2YNoUABrau3CwogX/++oBtHR2weXxYk9ZU3CtW7w73dQBs9GADLV4LsUvdgUlIl0QQiA/xYrTTSxT0Z+tISUpcpO7MyTXLCjANWqmy2JMwNcvmIwj1W14ZU8FAAQ/yFOT9P+BvvOHq3D2A+tR0dSBW/++HZXNnXh8U0nw/l9cPRs36TiQHC2nGzuQn2LVXbaSRh8zYUSkG/mpVk5H9qOh3YOKkHITOc7BF2pPzOye2kvXqOzESKQlmTE5245nd5ShMuT7DWgcxSbfW07U46a/btHlbszypg5ORY4RDMKISDeK05NwvKa9xxZ9AtasPdTj66Ha2ISur0qPgQxYqFl5yQPe1+b2DnjfUHq3errr+T3YfLweJfX66dLw4kfl+NlrB1HBIGzMYBBGRLpx3aICdHT58OJH5VoPRTc6u3x4cedpXDY7B2u/dV6wxMRgJmZ1N0UPNOOOFb+4enbwdujuTwBoOYPgfOkD63HjI91V6ANdAo7X6icI+87ze/C3D06irs2NbGds/b/RyDAIIyLdmJmXjMI0G7aXNGg9FF2obunE63sr4fH6cfX8AkzNcWDVjOwhH1esFmGdle+EI9E0xNn6ElqS4frF43rc19I5skyYX21avqe8GR6vH51dPmSpU7rH1MK1Uko88N+Psau0sc/jyxpcaGiPXoNxKWNjDR+dOS7MJyJdmV+Ygq0nGIQ1u7qw5BfrASjZrKUT0sJ+bKIpAevuXBGsvRarbls+HtUtnXhtbyUAjGia+p9bS7HhSG3w65sf3YrjtW04a7xyPZ/dXobPnl0Er0/i4Q0n8NSWUzjw09U9nmP5r95FstWEPT+++Ay+m8H1bteVxiBsTGAmjIh0Zf64FFS1dKKyeWwv0D9Y2d1H8f/+Z8GwM1qTsuxINA2+dkzvshyJmJ3fvUZsuNOR7W4v7v3PPrx5oCp4bFtJA+rbPcEenKebOrBm7eFgg/Muf3cw1NLZhdW/2wBgZAHgcDT1ateVYmMQNhYwE0ZEujK/MBUAsLu0CbmzYzuTM1Ltbi+2nVSygRfPyMaiolSNRxRdf7l5ATYerUOCQSAhZHpyoCCsy+fHG/ur8Mk5uT3KOuwpa+r3fAAobXDhvCmZkFJi7YEqJFuVINcSUq/siU0lOFTVGvza6/PDGKEuA6caepZmSWMQNiYwCCMiXZme64TZaMDO0kZcOjtX6+Fo4uv/3Il3D9ciLcmMhz+zcMzVi1o9KxerZ/X9v2/p7D8Ie2TDCaxZexhGg8BlIT8zodnEgOm5TnysHnckGmE1JWDj0Tr88Z1jAJQ+mt/61y4YhICv1xRhWWMHxmck9XnOM/G7dUdw/tQs7FbXoqUlmZVeoLbYWstHI8PpSCLSFbPRgNn5ydhVOnAWI575/BLvqWuYfv/peWMuABtMQ7unT12v/+6rxJq1hwEANS2d+L/3juHKP30Av1/iUFUrMuwWOBK78w23r5wIo5pdcyYa+9Rca2j34KXdFXh1bwUOh2TBgO5F/KPF6/Pjd+uO4qqHNmFnaROynRacMykDANeEjRXMhBGR7iwsSsUTm0vg9vpgMcb2uqZwSSlxye82YEauE1IqAdjyyZlaD0tzRepOz/mFKdhV2oTK5k6MS7Phtb0VOFrdhg9Cmn2XN3bgUbW1U0VzBz6ubMH0XAfcXj+2nWzAJ+bk4uIZOUixmVHX5obdYhywNVCXT/aYigSUICyc3anhCq17dqq+HVOyHThrfBr2lDXBNkQtOIoPzIQRke7Myk+Gx+vHyTr91HCKtEZXF45Ut+Gl3Uq7ocXF4e+GjGerZmTj319bhu+smgpAae4tpcS/tpXhT+8egymhO1O49WT3rtoj1a04Wt2GGblOzMh1AgB+de0cmI2GYIDjTDTBFzLjuP47K/r017xlWTEe//xiZDkso54Jaw0pubGnvBnpSWbcvKQQ7999PjOgYwQzYUSkO3lqIc2q5k5My3FqPJroKAtZmD23IBl5rJgetKAwFafU3Yu3PL4dEzKTcEItsrolpJzJvtPNwdtvHaiGx+fHtFwH5hakoCDVCptZ+cgL1Pwan5mEOfkp+H9vHMLLXz8HEzPtuPey6Zia40Brpxdr1h7GkvFpWDk1C5Oy7DhWG7kgDFBqgzH4GlsYhBGR7mSr63SqW/r2D4xXh6qUxeL3XT4dF00fvSmveBHatPxEP1XusxwW1LS6AQBGg8C/tpcBUBbiT8i0Y0JIP83ANODUbAcK02048vNLg/clWYz47NnFAIAvnDMeiSZlwmhSll2pKfbYNnxc2YKfXTmz380Dw9G7DRN3RI49nI4kIt0JBGFVze5Rf+7K5g78e6e+2iI1tHtwz4v7AAA3nlWI4lHegRcPzEYD/v21Zf3ed+G0LKyYoqyfMwjgN9fPDd43IcPe5/zAFOZQ19lqTghmpiZl2eH2+rHhSC1qW934ylM7R/R97CtvDtbAa+2125NV8sceBmFEpDtmowHpSWYcqW6F1+dH+xk0bu7tfx7dijuf26OrJuG7y5TyBPMLU5Bk4QTFQBYUpuLsCenBrx+8QQm2yhs7giUdMh0WrJyWFTzHbOz7Mffy7efiwRvmwjSMml+TMnsGc3nJiX2q3Ifjk3/6ACt//R6Anhk5AD12cdLYwP9xItKl/FQrXt9XiWM1bThc3Yoj91/a7wfqcAWmsiqbO4IFOrW2p6wZBgE8desSrYeie0snpOPDE/V46tYlOGdSOvaUNeOSmTnYqdbZSrWZ4Uw0YfnkDMzI63894Yw854D3DWTOuJQeX1c0d+JrT+/En29eGPZzBIK2zi6lzEagF2agHIXH6+//gRS3mAkjIl1ac+1cJJoMOFytlAn44FjtEI8Y2o6QxuAVTfppi/TRqUZMyXYwCxaGK+bl4dxJGZhdkAwhBH5yxUycPTE9GFAHdj4+eesSfP/S6aP2uko5CwsA4Kp5eQCAN/Yr7ZD+ubU0rDZbvdeAtalB2FfPnwhACTBpbGEQRkS6NDXHgW9dNCX49dsHa874Of/+4ang7YomfSz67+zyYVtJA5ZNzNB6KDFhfEYSnrptSZ8sZuBrawTra62/cwU+uGdljz6em4/X4d7/7MMtj20f8vG9+0O2dnYhwSCwfHIGSn55Ocal2UZ9zKRvDMKISLduWlKIC6ZlIT/Fik0hRTnD4fNLfOe5Pdh6oh4A4PdLlDW4sGR8GowGoZtM2MHKFni8fiydwLpgZyKw2N4awablyTYTClJtuHv1VHzzwskAgLue2wMAwQbgoTq7fHh1TwWklHj/SC0u/f3GHveXN3YgNzmRZSnGMAZhRKRbzkQTHrtlMW49dzxKG1zDKllR3ujCizvLccMjW9Dh8eHzT2zH7rImFKXbMD4jqd++glqoUb+n/FTWBTsTiWrwVZwe+Z2lzkQTvr1qCj45Nw8Vzcr/n8frx/2vHYTP371Y//7XD+KOZ3bho1ONeH1vRZ/pyOO1bZiY2Xf3Jo0dDMKISPdm5ScDAK79y2bUtYVXtuJUfXfx0ye3lOB9tR+jzWzE0gnp2HayAV0+7RdCV7co3092rx6GNDwrpmTi19fNxV2XTI3aa47rFTg/+sHJYL03ADheo2THOrp8qGvz9DjX75c4UduOSVkMwsYyBmFEpHvTcpUt/GUNHbjvP/vDeswptQK90SDwyIaTweMFqVacNT4NLo+vT4NmLdS0dsJoECzUeYaEELh2YUEwIxYNWQ5Ln2NlDd3T3B41yPf5ZY8/HkwJArVtbnR0+VgTboxjEEZEuudMNAVrKW0raQirPtPJ2naYjQYsKk5FXZsbSeYEvPCVs3HLsmJMy1Ge62iN9kFYdYsbmQ4LDAauC4o1odnLQJeDjUdrg9mwQMmJ1k4v6ts8uFBd32gxJgRbJ2WwQOuYxiCMiGLCm99ajp9dNQsN7R6UNw6+qP75HWV4fPNJnDMxHYXqjrPlkzOxqDgNxgQDijOSYEoQOFI9ur0AR6K6pbPfjArpX5az+//tr59diGSrCU9vLcXq3ykL8EODsNo2NyZl2XHV/Dy4PF40upQgLNmmj1p1pI2IBWFCiMeEEDVCiP0hx9YIIQ4JIfYKIf4jhEgZ7DmIiAKEEFg6XtlB+NTWU33u93j9eHZ7KWb/eC3ufmEvcp2J+PnVs1GQqgRhF07vrqJuSjBgYqYdf37vOJY9sB671EKf0Vbb6sbWEw2YN45vhbFoipqdBZSfz4Jea8QC05H3/mcfPF4/0u1m2MxG+KXyfw8oxWVp7IpkJuwJAKt7HXsbwCwp5RwARwB8P4KvT0RxZnK2A5fPzsVz28v6TEmuWXsI97y4D63qDrQ1181FXooVS8anYXxGEi7s1RT7rounwmI0oKK5E6/sqYja9xDqf189AAmJzy0r1uT16cw4Ek14+9vn4fHPLwbQc41Yk8uDJlfPxfiLi9OCa9YCdeoYhI1tEQvCpJQbADT0OvaWlDKwR3cLgIJIvT4Rxadlk9LR6OpCaYMLv3rzEJ7bUQYA2HhUqSOW40zEP7+4BOdMUoqfLpmQjnfvOj/YGibgohnZOPjT1Vg+OQN/31yC//fmIfj9w+8FOBJSKjXMXttbiesXjcMElimIWZOzHVg5VcmyZoYEYX985xgaQ4qzbvn+hZhfmBqs6B+oU5fC6cgxTcseGV8A8OxAdwohvgTgSwBQWFgYrTERkc4Fpu6uemgTGl1dSDIn4IJpWejo8mFylh0vfm0ZnInhfbAlGARuWz4BG4/W4c/vHccNi8ZFZbdafbsHL+4sBwBMZomCuGG3dP/cbT1ZD7PREFwXlq2uHwsUk61s7kCiyRDV3ZykP5oszBdC/ACAF8DTA50jpXxESrlISrkoMzMzeoMjIl2bnuPELcuKg1mGdo8Pi+5fh1P1Llw2OzfsACxgxZRMvHbHuQAQtQKup0Kqqxems1VNvEgI+UTdf7oF6SHZ10BVfEeikvs4Ve9CipVTkWNd1DNhQojPAfgEgAtlOPvMiYhCGAxK0+btJQ04UNGCW5YVo7qlE45EI65ZkD+i55yUZYfRIHCgohmXzc4d5RH3FVpINrBxgGJf7zIjaUlm/PATM3r0swxMix+tacPMPGdUx0f6E9UgTAixGsA9AFZIKV1DnU9ENJB/fnEptp1swKoZ2UOfPIREUwIK02woqVPelt46UAW/lFg9KzIBWYkahM3Kd0alzQ5Fx9Xz8/Hw+ycwNduBw9WtSEsy9wnq05O6143lJrNLwlgXyRIVzwD4EMBUIUS5EOJWAH8C4ADwthBitxDiL5F6fSKKb8lW06gEYAG5KYk43dSBsgYXvvTkR/jKUzvh9vpG7flDnapvR0GqFa/dsRxmI8s1xotpOU6U/PJyfGrhwBnZdHv3FGQOg7AxL2KZMCnljf0c/lukXo+I6EzkJVux4Whtj1ZGJXUuTM1xDPKokSmpdzEDFsdm5Sm9TgM7IEPZQqYmc5PZtH2s459gREQA8lKsqGl144NjdcFjkWprdKq+HUWlywTgAAAOv0lEQVRckB+3ZqhrvWaqwViowAJ9gE3bSdsSFUREupGXkggpgSc2l8BmTkBHlw/Ha9qHfuAwNbu60OTqYhAWx1JsZrz+jXMHzHaaEgS6fBKz8/sGaTS2MAgjIgKwdEJ68PafbpqP776wF9WtnaP+OrvKlBZJM3L5ARzP+suCBfztc4vhlzIiU90UWxiEEREBKEpPws1LC+FINOGCadnIsFuC/f1G09sHq2E0CCwoYr/Iseq8Kax9SQoGYUREqvuvmh28nekY/SDszf1VeHprKS6ZmQ2bmW+/RGMdF+YTEfUjEkHYH9YfxbQcB/5w4/xRfV4iik0MwoiI+pHpsKC2zY3RauzR4fHhcHUrVs3IhsXIfoFExCCMiKhfmXYLPF4/Wjq9o/J8O0sb4fNzRxwRdWMQRkTUj0yH0l5mtKYkf/baQTgTjVhcnDYqz0dEsY9BGBFRP0YzCKtp6cShqlbcvnISUpPMQz+AiMYEBmFERP3IUoOwY7VtuOOZXahqHnnNsF1lTQCARcWpozI2IooP3CNNRNSPTLvSUuaHL+0HAEzKtOObF00e0XPtLmuCKUEMWsCTiMYeZsKIiPrhtPb8G7XdM/IF+rtKGzE914lEE3dFElE3BmFERP0IbbRsMRpworZtRM/T5PJgb3kz5o1jhXwi6onTkUREA9j43ZVwJprwvX/vxeGq1hE9x+/WHUWXz4/rF40b5dERUaxjJoyIaADj0mxItpkwITMJpxpc8Hj9w3r8S7tO44nNJbhoejZmsT4YEfXCIIyIaAgTMuzw+SVKG1xhP2Z7SQO+9exuAMCnFhREamhEFMMYhBERDWFilh0A8OHxurAfc91fPgQAPHDNbFw0Izsi4yKi2MYgjIhoCJOz7HBYjPjt20fg9w/dSzJQU2xiZhKuWZAf6eERUYxiEEZENIQkixHfvGgyGl1dqAmjgv6ecqU465rr5rJZNxENiEEYEVEYJqlTkoOtCwss3C9v7AAATMhIivzAiChmMQgjIgpDYZoNAFA2QBC2/uNqTLnvDXxwtA41rZ0wJxiQbDVFc4hEFGMYhBERhSE/1QohgFP9BGF7y5tw6993AAA2H69DbasbmQ5Lj4KvRES9sVgrEVEYLMYETMlyYFdpI0rrXUhIEDhR24a3DlRjeq4zeN5bB6txrKYNcwpYF4yIBscgjIgoTEsnpOHvH57CeWveRarNhEZXFwDg0lk5MCcYMCPPid1lyqL84dQUI6KxidORRERhCq33FQjAAOCN/VUoSLMGF+8DSlkLIqLBMBNGRBSmcydlYFFRKuaNS8GTW07B7fXDYTGi1e1FUZoNd66aArvFiPmFKTh3UobWwyUinWMQRkQUJiEEXvjqMgDArcvHo77Ngx+9vB87S5swuyAFeSlW/OSKmRqPkohiBYMwIqIRyE22IjfZigSDsgNyLhfiE9EwcU0YEdEZ+MkVM3HBtCwsm8jpRyIaHmbCiIjOwMy8ZDx2y2Kth0FEMYiZMCIiIiINMAgjIiIi0gCDMCIiIiINMAgjIiIi0gCDMCIiIiINMAgjIiIi0gCDMCIiIiINMAgjIiIi0gCDMCIiIiINMAgjIiIi0gCDMCIiIiINMAgjIiIi0gCDMCIiIiINMAgjIiIi0gCDMCIiIiINMAgjIiIi0gCDMCIiIiINMAgjIiIi0gCDMCIiIiINMAgjIiIi0gCDMCIiIiINMAgjIiIi0gCDMCIiIiINCCml1mMYkhCiFcBhrcehAxkA6rQehMZ4DRS8DgpeB16DAF4HXoMAPVyHIill5lAnGaMxklFwWEq5SOtBaE0IsWOsXwdeAwWvg4LXgdcggNeB1yAglq4DpyOJiIiINMAgjIiIiEgDsRKEPaL1AHSC14HXIIDXQcHrwGsQwOvAaxAQM9chJhbmExEREcWbWMmEEREREcUVXQVhQojVQojDQohjQojv9XP/eUKInUIIrxDiWi3GGGlhXIM7hRAHhRB7hRDrhRBFWowz0sK4Dl8RQuwTQuwWQnwghJihxTgjbajrEHLetUIIKYSIiR1BwxHGz8ItQoha9WdhtxDiNi3GGWnh/CwIIa5X3x8OCCH+Ge0xRkMYPw8PhvwsHBFCNGkxzkgK4xoUCiHeFULsUj8rLtNinJEWxnUoUj8n9woh3hNCFGgxzkFJKXXxD0ACgOMAJgAwA9gDYEavc4oBzAHwDwDXaj1mja7BSgA29fZXATyr9bg1ug7OkNtXAHhT63FrcR3U8xwANgDYAmCR1uPW4GfhFgB/0nqsOrgOkwHsApCqfp2l9bi1uA69zr8DwGNaj1uDn4VHAHxVvT0DQInW49boOjwP4HPq7QsAPKn1uHv/01Mm7CwAx6SUJ6SUHgD/AnBl6AlSyhIp5V4Afi0GGAXhXIN3pZQu9cstAPQX2Z+5cK5DS8iXSQDicXHjkNdB9TMAvwLQGc3BRUm41yDehXMdvgjgISllIwBIKWuiPMZoGO7Pw40AnonKyKInnGsgATjV28kAKqI4vmgJ5zrMALBevf1uP/drTk9BWD6AspCvy9VjY8lwr8GtAN6I6Ii0EdZ1EELcLoQ4DiUA+UaUxhZNQ14HIcR8AOOklK9Fc2BRFO7vxKfUKYcXhBDjojO0qArnOkwBMEUIsUkIsUUIsTpqo4uesN8j1aUa4wG8E4VxRVM41+AnAG4WQpQD+C+UjGC8Cec67AHwKfX21QAcQoj0KIwtbHoKwkQ/x+IxuzGYsK+BEOJmAIsArInoiLQR1nWQUj4kpZwI4B4A90V8VNE36HUQQhgAPAjgO1EbUfSF87PwKoBiKeUcAOsA/D3io4q+cK6DEcqU5PlQMkCPCiFSIjyuaBvO58SnAbwgpfRFcDxaCOca3AjgCSllAYDLADypvl/Ek3Cuw10AVgghdgFYAeA0AG+kBzYcevpPKQcQ+hdsAeIzhTqYsK6BEOIiAD8AcIWU0h2lsUXTcH8W/gXgqoiOSBtDXQcHgFkA3hNClABYCuCVOFucP+TPgpSyPuT34K8AFkZpbNEUzu9EOYCXpZRdUsqTUPrtTo7S+KJlOO8Nn0b8TUUC4V2DWwE8BwBSyg8BJELppxhPwnlvqJBSXiOlnA/lMxNSyuboDXFoegrCtgOYLIQYL4QwQ/kFekXjMUXbkNdAnX56GEoAFo9rPoDwrkPoh8vlAI5GcXzRMuh1kFI2SykzpJTFUspiKGsEr5BS7tBmuBERzs9CbsiXVwD4OIrji5Zw3h9fgrJxB0KIDCjTkyeiOsrIC+tzQggxFUAqgA+jPL5oCOcalAK4EACEENOhBGG1UR1l5IXz3pARkgH8PoDHojzGIekmCJNSegF8HcBaKG+iz0kpDwghfiqEuAIAhBCL1Tnu6wA8LIQ4oN2IR1841wDK9KMdwPPqFuy4C1TDvA5fV7fh7wZwJ4DPaTTciAnzOsS1MK/BN9SfhT1Q1gbeos1oIyfM67AWQL0Q4iCURch3SynrtRlxZAzjd+JGAP+S6ra4eBLmNfgOgC+qvxPPALgl3q5FmNfhfACHhRBHAGQD+Lkmgx0EK+YTERERaUA3mTAiIiKisYRBGBEREZEGGIQRERERaYBBGBEREZEGGIQRERERaYBBGBFFhBDCp5ZRCfwr1npMo0kIMV8I8WjI16uFENuEEIfU7/dZIUShet8TQohrez2+bZDnNgshNgghjJH7DohIa/wFJ6JI6ZBSzhvoTiGEUa31E6vuBXA/AAghZgH4I5RiuR+rx64AUAylcOawSCk9Qoj1AG4A8PRoDZiI9IWZMCKKGiHELUKI54UQrwJ4Sz12txBiu9qA+39Dzv2BEOKwEGKdEOIZIcRd6vH3Aq2Z1IrYJertBCHEmpDn+rJ6/Hz1MS+oWaqnhRBCvW+xEGKzEGKPmsVyCCE2CiHmhYxjkxBiTq/vwwFgjpRyj3roHgC/CARgACClfEVKuSGMa/LTkGzhaSHE4+pdLwH4n2FdYCKKKcyEEVGkWNWOBgBwUkp5tXr7bCgBTIMQ4mIo/Q3PgtKQ9xUhxHkA2qG0IZkP5X1qJ4CPhni9WwE0SykXCyEsADYJId5S75sPYCaU3nKbAJwjhNgG4FkAN0gptwshnAA6ADwKper+t4QQUwBYpJR7e73WIgD7Q76eCeDXQ4xvjRCiT6N5KeWPAPxICJEMYCOAP6l37QeweIjnJKIYxiCMiCJloOnIt6WUDerti9V/u9Sv7VCCMgeA/0gpXQAQZnuuiwHMCVl7law+lwfANillufpcu6FMEzYDqJRSbgcAKWWLev/zAH4ohLgbwBcAPNHPa+VigF58Qoh0AOsB2AA8IqUMBGd3SylfCDmvLeS2gDLt+KCU8iN1PD4hhEcI4ZBStobx/RNRjGEQRkTR1h5yWwB4QEr5cOgJQohvARiop5oX3UspEns91x1SyrW9nut8AO6QQz4o732iv9eQUrqEEG8DuBLA9VCyXr119HrtAwAWANij9mucp06f2gf4Hnr7CYByKeXjvY5bAHSG+RxEFGO4JoyItLQWwBeEEHYAEELkCyGyAGwAcLUQwqquv/pkyGNKACxUb1/b67m+KoQwqc81RQiRNMhrHwKQJ4RYrJ7vCNmN+CiAPwDYHpK1C/UxgEkhX/8KwA+EENNDjtkGee0gIcQnAKyC0nw89Hg6gFopZVc4z0NEsYeZMCLSjJTyLTVw+VBdK98G4GYp5U4hxLMAdgM4BWWtVMCvATwnhPgMgHdCjj8KZZpxpzq9VwvgqkFe2yOEuAHAH4UQVijZrYsAtEkpPxJCtADonZkKPPaQECI5MFUopdwnhPgmgH+oQWM9lF2RPw7jMnwHQB6Abeo1eEVdJ7YSwH/DeDwRxSgh5UAZfyIifRBC/ARKcDTU4vfRer08AO8BmCal9A9wzrcBtEopH+3v/lEYw78BfF9KeTgSz09E2uN0JBFRCCHEZwFsBfCDgQIw1Z/Rc63ZaI7BDOAlBmBE8Y2ZMCIiIiINMBNGREREpAEGYUREREQaYBBGREREpAEGYUREREQaYBBGREREpAEGYUREREQa+P/GCP8h685mTQAAAABJRU5ErkJggg==\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7f620ed5c828>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"amplifier_915.s21.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"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": "3.6.8"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|