From b7219acc32300650b8cc0ad7fea4d0cdf77df74c Mon Sep 17 00:00:00 2001 From: Eric Kooistra <kooistra@astron.nl> Date: Mon, 2 Sep 2024 15:58:00 +0200 Subject: [PATCH] Clarify cwPhase value. --- .../lofar2/model/pfb_os/multirate_mixer.ipynb | 112 ++++++++++-------- 1 file changed, 64 insertions(+), 48 deletions(-) diff --git a/applications/lofar2/model/pfb_os/multirate_mixer.ipynb b/applications/lofar2/model/pfb_os/multirate_mixer.ipynb index c50a752576..1488c539f9 100644 --- a/applications/lofar2/model/pfb_os/multirate_mixer.ipynb +++ b/applications/lofar2/model/pfb_os/multirate_mixer.ipynb @@ -50,7 +50,7 @@ " sys.path.insert(0, module_path)\n", "\n", "# Import rtdsp\n", - "from rtdsp.utilities import verify_result, is_integer_value\n", + "from rtdsp.utilities import verify_result, is_integer_value, is_symmetrical, pow_db\n", "from rtdsp.firfilter import filterbank_frequency_response\n", "from rtdsp.fourier import dtft\n", "from rtdsp.multirate import down, up, maximal_downsample_bpf, non_maximal_downsample_bpf\n", @@ -75,23 +75,38 @@ "name": "stdout", "output_type": "stream", "text": [ - "Ros = 2\n" + "wg_sub = 1.0\n", + "kLo = 1\n", + "\n", + "Ros = 4/3\n", + ". Ndown = 12\n", + ". Ndft = 16\n" ] } ], "source": [ - "# Waveform generator\n", - "wg_sub = 2.0 # in range(Nsub)\n", - "\n", "# Filterbank\n", "Ntaps = 8 # number of taps per poly phase FIR filter\n", "Ndft = 16 # DFT size\n", "Ncoefs = Ndft * Ntaps\n", + "#Ncoefs = Ncoefs - 1 # try odd length\n", + "\n", + "# Waveform generator\n", + "wg_sub = 1.0 # in range(Nsub)\n", + "print('wg_sub =', wg_sub)\n", + "\n", + "# Mixer LO bin\n", + "kLo = int(np.round(wg_sub))\n", + "print('kLo =', kLo)\n", "\n", "# Downsample rate\n", - "Ndown = Ndft // 2\n", + "Ndown = Ndft * 3 // 4\n", + "#Ndown = Ndft\n", "Ros = Fraction(Ndft, Ndown)\n", - "print('Ros =', Ros)" + "print()\n", + "print('Ros =', Ros)\n", + "print('. Ndown =', Ndown)\n", + "print('. Ndft =', Ndft)" ] }, { @@ -161,7 +176,15 @@ "execution_count": 7, "id": "9aa3a1ae", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PASSED\n" + ] + } + ], "source": [ "# Use windowed sync (= firwin) prototype FIR filter\n", "# . For sinc() the ideal bandwidth is 2pi / Ndft = fs / Ndft = fsub, \n", @@ -174,7 +197,8 @@ "BWpass = hpFactor * BWbin\n", "fpass = BWpass / 2 # bin at DC: -fpass to +fpass\n", "fcutoff = fpass\n", - "hPrototype = signal.firwin(Ncoefs, fcutoff, window='hann', fs=fs)" + "hPrototype = signal.firwin(Ncoefs, fcutoff, window='hann', fs=fs)\n", + "verify_result(is_symmetrical(hPrototype))" ] }, { @@ -335,7 +359,7 @@ { "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x7f527cd78fd0>]" + "[<matplotlib.lines.Line2D at 0x7fe272289b20>]" ] }, "execution_count": 12, @@ -344,7 +368,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -383,7 +407,6 @@ "outputs": [], "source": [ "# Mixer local oscillator (LO) for channel k\n", - "kLo = int(np.round(wg_sub)) \n", "w_k = 2 * np.pi * kLo / Ndft\n", "LO = np.exp(-1j * w_k * n_s)" ] @@ -397,7 +420,7 @@ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7f527cb4cac0>" + "<matplotlib.legend.Legend at 0x7fe27084fdf0>" ] }, "execution_count": 14, @@ -406,7 +429,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -428,7 +451,7 @@ "plt.title('Baseand signal for channel %d' % kLo)\n", "plt.xlabel('Time [Tsub]')\n", "plt.ylabel('yData')\n", - "plt.ylim([-0.6, 0.6])\n", + "#plt.ylim([-0.6, 0.6])\n", "plt.legend(['y real', 'y imag'])" ] }, @@ -480,9 +503,9 @@ "output_type": "stream", "text": [ "Ndft = 16\n", - "Ndown = 8\n", - "w_k = 0.7853981633974483\n", - "D_w_k = 6.283185307179586\n", + "Ndown = 12\n", + "w_k = 0.39269908169872414\n", + "D_w_k = 4.71238898038469\n", "\n", "PASSED\n" ] @@ -519,26 +542,15 @@ "execution_count": 17, "id": "6f50284f", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 700x400 with 1 Axes>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Verify that LOdown == 1 when Ndown == Ndft\n", "if Ndown == Ndft:\n", " result = np.all(np.isclose(LOdown, 1.0))\n", - " verify_result(result)\n", - "else:\n", - " plt.plot(m_sub, LOdown.real, 'r-')\n", - " plt.plot(m_sub, LOdown.imag, 'r--')" + " if not result:\n", + " plt.plot(m_sub, LOdown.real, 'r-')\n", + " plt.plot(m_sub, LOdown.imag, 'r--')\n", + " verify_result(result)\n" ] }, { @@ -634,12 +646,12 @@ "text": [ "> non_maximal_downsample_bpf():\n", " . len(x) = 240\n", - " . Nx = 233\n", - " . Nblocks = 30\n", - " . len(yc) = 30\n", - " . Ndown = 8\n", + " . Nx = 229\n", + " . Nblocks = 20\n", + " . len(yc) = 20\n", + " . Ndown = 12\n", " . Ndft = 16\n", - " . k = 2\n", + " . k = 1\n", "\n", "PASSED\n" ] @@ -647,7 +659,7 @@ { "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x7f527c0d97c0>]" + "[<matplotlib.lines.Line2D at 0x7fe270791580>]" ] }, "execution_count": 20, @@ -656,7 +668,7 @@ }, { "data": { - "image/png": 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5G4+Tu4/ZOl3zfxdbi25N5q6vbzpLnY42nfcKoLEALGABzQYNtm7dijfeeAPe3t54/vnnER0djcGDB0Or1eLWrVtwdXXFqVOnWrWO6JAzQ8158cUXERAQgNraWigUivtuI9aZIcaMpfHHQo+cu469fvrTHuGb1mLG+i2dOsOSg0tgBjMIEGCuA6blAX/PG4Fp4dlwqNQZti2zMUPCjNHo9tIf4fL7/9fml/rfTP0F6f7/gy74LEb9konB5fRUT5UVEDocuDYQKOoGFHcDyror8O0fdsFuiCN6Dx2Dbj3tW/13afwzYHkAFjktatWMrp6uiC+Mh4A7KxkztO3/MHkfvA/eh/T20VqGX6B2cHBAQUFBkw0a3zdo0KA273zo0KGor69HTU3z/xdibW0NOzs7w1v37ve/SWVHk8LlwTsT96Da26PxP9zmsXHYfli/KPjHTODmc+4dOd4DLXZajEPLD8FlgAuUFko84uCK994JwG9/zsSAUjWuHfwvQp9/BIU9zNG7TsCTwWl47I8forJvd1x42gm/7PkXGupVhl9etPzM0vDLixU3b+DK1g8QutAF6Q7WGDjuMcz8yBNPnvsVg8u1UCv0F5M8/6ensGzdYPR9H1i4Evh4LrBlOuDraoa8Gc5weuYlDHae3uJC6H5/F5cBLm1aCAHABvcNhoUUAMOCaoP7Bt4H74P30YX30WrCbevXrxcUCoVQUVEh3O2rr74SAAjZ2dlCWy1ZskRQKpWCVqtt9WOuXr0qABCuXr3a5s/XFiqVyqj7lxruQbW3h4uHi2DzEYSMXvqfLvzsCEHxKQRXD9eOHbCDNNSrhZj93wmhCyYKt2zN9D8Ruf12y9ZM+GEKhDmvQpj7MoSvn4BwZRCEBjOQ7bSAcH1YNyFk+TQheufXQk15kWH/hxIPCdgIwWyjGfkzIDGg0/+uhxIPCa4eroLyS6Xg6uHarhka92H9hfVD76Mj5jCVfXAPug/uQfchdo/WMCyGIiIiBADCpk2bDB9UqVTC6NGjBTc3N8P7ampqhKSkJKGo6M4T3q1bt5rsODY2VrC0tBReeOGFNg3UWYshT09Po+5fargH1d4eyi+UwlOv6BcJBbYQer0PARshKL9UdvCEHU+jrhOu7v6XEPr0eKG4G10Y3fuW3t9KOP+cs3B5y7tCae6vLe63s57MOhN/v1Dcg+IelBR6GC666ObmhmXLluGDDz7ArVu3MHr0aPj4+CArKws//vij4UxSZGQk5syZgw0bNmDjxo0AgBUrVsDGxgYzZsxA//79kZiYiO3bt6Nbt274xz/+0fGnszrAM888I/YIJoV7UO3tMdZ+LFwvxgEALg0Dym30p3bH9R3XkeMZhYWVEo++/C7w8rvQqGqx4HU7LI7X4rcp+pezB48CgkcCl0ZbIX2TGqNaud/FTotFvUCiMfD3C8U9KO5BSaEHuR3H7t27sW7dOuzZswdr166FRqNBYGAgZs2a1eJOfve736G4uBibN2/GX/7yF/z0009YvHgxoqOj4eT08LcbMIZr19p+l/CujHtQ7e2xwX0DXAr1/xw3wMg/4zYiS2U35E2fiDW/NUP/94Ch7wCrFgF7J5mhh6Npfk93Jv5+obgHxT0oKfSwuPtflEolNm3ahE2bNjX7gNmzZ99+2ecda9euxdq1a40zoZH0799f7BFMCveg2ttjsdNiXC+2AlCP6w4KuAxwxgb3DW36ZV9TscF9w31fxSW1hZ0x8PcLxT0o7kFJoYf5gzfpmpp7qb9ccQ+qvT00qlqMvlkPANj87lnEvhEryYUQQF/FZWVu1a5XcXVV/P1CcQ+Ke1BS6CHbxVBeXp7YI5gU7kG1t0fWlSBYa4FKa2CIyxMdPFXnW+y0GLFvxOKnR36S9MKuo/H3C8U9KO5BSaGHbBdDbb1nWlfHPaj29rh1+SwAIGtoD5grLB6wtXTw8UFxD4p7UNyDkkIP2S6GAgMDxR7BpHAPqr09NLFXAQDlY4d15Dii4+OD4h4U96C4ByWFHobbcZiKzrprfUNDAywsus7/uT8s7kG1t0eUaz9MjSvGhb+/iFnf+BphMnHw8UFxD4p7UNyDkkIP2Z4Z8vT0FHsEk8I9qPb2GJJVCgDo7Ta7A6cRHx8fFPeguAfFPSgp9JDtmSHGOlpJdgr6Dh8PAKgqykMP+7bfz48xxljnk+2ZIb4xKcU9qPb0yL6o/7n4DXuLLrcQ4uOD4h4U96C4ByWFHrJdDC1ZskTsEUwK96Da06Mi8iIAoGBkv44eR3R8fFDcg+IeFPegpNBDtouhS5cuiT2CSeEeVHt6KBKuAwBUE8Z29Dii4+OD4h4U96C4ByWFHrJdDDk6Ooo9gknhHlR7etin6S8spnzMraPHER0fHxT3oLgHxT0oKfSQ7WKopqZG7BFMCveg2tqjoV6FUfl1AACHGU8bYyRR8fFBcQ+Ke1Dcg5JCD9kuhiorK8UewaRwD6qtPbIi9LfhqLIChk6aZaSpxMPHB8U9KO5BcQ9KCj1kuxgaN26c2COYFO5BtbXHndtwdO9St+FoxMcHxT0o7kFxD0oKPWS7GAoNDRV7BJPCPai29qiPiQIAlHWx23A04uOD4h4U96C4ByWFHrK96GJNTQ1sbW2Ntn+p4R5UW3tETeqPqdeKcOG932PWP/cbcTJx8PFBcQ+Ke1Dcg5JCD9meGdq5c6fYI5gU7kG1tceQzBIAQO/HZxthGvHx8UFxD4p7UNyDkkIP2Z4ZYqyj8G04GGNM2mR7ZkgKlwfvTNyDakuP7LATAIAbfbvebTga8fFBcQ+Ke1Dcg5JCD9meGSotLUWfPn2Mtn+p4R5UW3qErlsE9y1HEDHVAY9H5ht5MnHw8UFxD4p7UNyDkkIP2Z4ZOnXqlNgjmBTuQbWlh3kXvg1HIz4+KO5BcQ+Ke1BS6CHbxdCkSZPEHsGkcA+qLT3s03IBAMpHpxlpGvHx8UFxD4p7UNyDkkIP2S6Gbt68KfYIJoV7UK3t0VCvwsjG23DMfMaYI4mKjw+Ke1Dcg+IelBR6yHYxZGK/KiU67kG1tkdW5GkoG7rubTga8fFBcQ+Ke1Dcg5JCD9kuhhwcHMQewaRwD6q1Pbr6bTga8fFBcQ+Ke1Dcg5JCD9kuhmJiYsQewaRwD6q1Pep/uX0bjjFDjTmO6Pj4oLgHxT0o7kFJoYdsF0MLFiwQewSTwj2o1vawTU4HAAguLsYcR3R8fFDcg+IeFPegpNBDtouhffv2iT2CSeEeVGt7GG7DMc3dmOOIjo8PintQ3IPiHpQUesj2oouMPazSnDT0Gaa/tlDlrRzY9Rsi8kSMMcbaQ7ZnhqRwefDOxD2o1vS4cfE4ACC7r0WXXwjx8UFxD4p7UNyDkkIP2Z4Zqq6uRvfu3Y22f6nhHlRreoT+dTHcvz+MK1MGwi2qoJMmEwcfHxT3oLgHxT0oKfSQ7ZkhPz8/sUcwKdyDak0P8/gEAEBdF74NRyM+PijuQXEPintQUugh28XQE088IfYIJoV7UK3p0TctDwBgPbnr3oajER8fFPeguAfFPSgp9JDtYig9PV3sEUwK96Ae1EN/G45aAMCgJ7rubTga8fFBcQ+Ke1Dcg5JCD9kuhmxtbcUewaRwD+pBPW5EnYVNA1BtBQyd3LVfVg/w8XEv7kFxD4p7UFLoQRZDarUa77//PgYNGgQbGxu4ubnhzJkzbd7pV199BTMzMzg7O3fYoB2tR48eYo9gUrgH9aAehZf13xeZQ7r2bTga8fFBcQ+Ke1Dcg5JCD7IYWrVqFTZv3oyVK1diy5YtUCgUWLBgAcLCwlq9w9zcXHz99dcmvxJMS0sTewSTwj2oB/W4cxuOrv2S+kZ8fFDcg+IeFPegpNDD8L+0kZGROHDgADZt2oT169cDAF555RU4OzvjvffeQ3h4eKt2uH79ejz++OPQarUoLi42ztQdYNasrnuH8fbgHtSDenRLun0bDlfXzhhHdHx8UNyD4h4U96Ck0MNwZsjf3x8KhQJr1qwxfFCpVGL16tW4fPkycnJyHrizCxcuwN/fH99//71Rhu1IUnipX2fiHtSDegzJarwNh+l/k3cEPj4o7kFxD4p7UFLoYbjo4vz585GXl4fExESyQXBwMObNm4djx45h4cKFze5Iq9Xi0UcfxfTp0+Hp6YnZs2ejuLgYCQkJLQ6gVquhVqsN/x4bGwt3d3e+HQczWWV56eg9ZDQAoOLmDfQcMEzkiRhjjD0Mw5mhgoICODg4NNmg8X35+fkt7sjT0xM3btzAF1980aYBvvnmG/Ts2dPw5u7ubpjHy8sLarXacCnvrVu3orCwEAcPHkRcXBwuXLiAoKAgpKWlYdeuXaiqqiLblpeXY8+ePUhOTsbZs2cREhKChIQE+Pr64l//+hfZtq6uDt7e3sjIyMCJEydw6dIlXL16Ff7+/sjPzyfbarVaeHh4IC8vD4cPH0Z0dDQiIiJw/PhxZGZmYvv27U3mLioqwoEDBxAXF4fQ0FAEBQUhJSUFPj4+TeaurKzE7t27kZKSgtOnTyMkJATx8fHYv38/iouLybYqlQre3t7IzMxEYGAgwsPDER0djYCAAOTn52Pbtm3Q6XTYunUrdDodtm3bhvz8fAQEBCA6Ohrh4eEIDAzEF198AW9vb6hUKrL/4uJi7N+/H/Hx8QgJCcHp06eRkpKC3bt3o7KykmxbVVUFHx8fpKSkICgoCKGhoYiLi8OBAwdQVFREtlWr1di+fTsyMzNx/PhxREREIDo6GocPH0ZeXh48PDyg1WrJY/Lz8+Hv74+rV6/i0qVLOHHiBDIyMuDt7Y26ujqybUlJCXx9fZGQkICQkBCcPXsWycnJ2LNnD8rLy5vMvWvXLqSlpSEoKAgXLlzAxx9/jIMHD6KwsLDJ3L7/+DsAILu3OZIy8xEVFYUjR44gNzcXnp6eaGhoII8pKCiAv78/YmJiEBYWhpMnTyI9PR07duxATU0N2ba0tBS+vr5ITEzEuXPnEBwcjMTEROzbtw9lZWVk2+rqauzcuRNpaWk4deoULl68iNjYWPj5+TWZW6PRwMvLC9nZ2Th69CgiIyMRGRmJo0ePIjs7G15eXtBoNE2+1/z8/BAbG4t3330Xp06dQlpaGnbu3Inq6mqybVlZGfbt24fExEQEBwfj3LlzSExMhK+vL0pLS8m2NTU12LFjB9LT03Hy5EmEhYUhJiYG/v7+KCgoINs2NDTA09MTubm5OHLkCKKiohAREYFjx47hxo0bRn2OKCkpafY54u2335bdc0RmZmazzxFr1qyR3XNEXFxcs88Rr776Km7cuIFjx44hIiJCFs8RFy9ebPY54uWXXzb55wjDmSFHR0eMGzcOJ0+exN0yMjLg6OiI7777DuvWrcP9lJSUYOzYsfjwww/xzjvvAIDJnxnSaDSwtLQ02v6lhntQLfUI/dsSuH8XIIvbcDTi44PiHhT3oLgHJYUehjNDNjY2ZFHSSKVSGT7enI8//hh9+vTB22+/3eYBrK2tYWdnZ3jrrPuX7Nixo1M+j1RwD6qlHuZx8QCAOqcxnTWO6Pj4oLgHxT0o7kFJoYfh1WQODg7Iy8trskFBgf7/fAcNGnTfHaSlpWH79u34/vvvyY/SVCoVNBoNsrKyYGdnhz59+nT07A/l2WefFXsEk8I9qJZ69P218TYcUztrHNHx8UFxD4p7UNyDkkIPw5mhSZMmITU1FZWVlWSDK1euGD5+P3l5edDpdFi7di1GjhxpeLty5QpSU1MxcuRIfP7558b7G7RTTEyM2COYFO5BNdejoV6FkXn623A4zOz6t+FoxMcHxT0o7kFxD0oKPQxnhpYuXYpvv/0W27dvN1xnSK1WY+fOnXBzc8PQoUMBALW1tcjOzoa9vT3s7e3h7OyMw4cPN9nxxx9/jKqqKmzZsgWOjo6d9Ndpvfv9sriccQ+quR7ZV89hVANQYymP23A04uOD4h4U96C4ByWFHobFkJubG5YtW4YPPvgAt27dwujRo+Hj44OsrCz8+OOPhgdERkZizpw52LBhAzZu3Ah7e3v87ne/a7LjxmsN3e9jjEnVzUtBGAUgc4gtnC2txB6HMcZYByA3Vdq9ezc++eQT7NmzB2VlZXBxcUFgYKAkrh7ZVo2/C8X0uAfVXI/6mGgAQOmYoZ05juj4+KC4B8U9KO5BSaEHWQwplUps2rQJmzZtavYBs2fPxu1X47fo/PnzDz2cMU2ePFnsEUwK96Ca69Et6VcAgODySGeOIzo+PijuQXEPintQUuhh/uBNuqaff/5Z7BFMCvegmusxOFN/G45eMrkNRyM+PijuQXEPintQUuhhuOiiqfjll1/w2GOP8UUXOxn3oO7Xozw/E70GjwIgv9tw8PFBcQ+Ke1Dcg5JCD9meGfLy8hJ7BJPCPaj79ci6cAwAkNtbIauFEMDHx724B8U9KO5BSaGHbM8MMdZWoe8shfvmQ7jy2EC4RZv+LwQyxhhrHdmeGWq8aRvT4x7U/XrcuQ3H6M4eR3R8fFDcg+IeFPegpNBDtouhZcuWiT2CSeEe1P169Gm8Dcej0zp7HNHx8UFxD4p7UNyDkkIP2S6GLly4IPYIJoV7UPf20GrqMTKvBgAwcMZvxBhJVHx8UNyD4h4U96Ck0EO2i6ExY+Rzx/HW4B7UvT1uXA1GN43+NhzDHp0j0lTi4eOD4h4U96C4ByWFHrJdDFVVVYk9gknhHtS9PW5eOg1AfxsOhQxvw8HHB8U9KO5BcQ9KCj1kuxiqqakRewSTwj2oe3vUx0QBkN9tOBrx8UFxD4p7UNyDkkIP2S6GHB0dxR7BpHAP6t4e3RLTAACCi7MY44iOjw+Ke1Dcg+IelBR6yHYxFBYWJvYIJoV7UPf2GJR1+zYcU+V1G45GfHxQ3IPiHhT3oKTQQ7YXXayurkb37t2Ntn+p4R7U3T3IbTgKstBz4HAxRxMFHx8U96C4B8U9KCn0kO2ZoV27dok9gknhHtTdPW6EBQK4fRsOGS6EAD4+7sU9KO5BcQ9KCj1ke2aIsdYKfXcZ3L/1x5VHB8Dt6k2xx2GMMdbBZHtmSAqXB+9M3IO6u4fZNfnehqMRHx8U96C4B8U9KCn0kO2ZobKyMvTu3dto+5ca7kHd3SNhVHc4Z9bg8r//iul/2yzyZOLg44PiHhT3oLgHJYUesj0zdPLkSbFHMCncg2rsodXUY1Su/hoZA2bMF3MkUfHxQXEPintQ3IOSQg/ZLoYmT54s9ggmhXtQjT2yfwlBNw1QawkMf2yuyFOJh48PintQ3IPiHpQUesh2MVRQUCD2CCaFe1CNPW5eCgIAZA6W5204GvHxQXEPintQ3IOSQg/ZLobMzMzEHsGkcA+qsYf69m04SsYMEXMc0fHxQXEPintQ3IOSQg/ZLoYGDhwo9ggmhXtQjT1sGm/D8Yg8b8PRiI8PintQ3IPiHpQUesh2MRQbGyv2CCaFe1CNPQZnFgMAerm5iziN+Pj4oLgHxT0o7kFJoYdsX1pfWlqKPn36GG3/UsM9qNLSUijqq9DTYQQAoDwvA70GjRR3KBHx8UFxD4p7UNyDkkIP2Z4Z8vX1FXsEk8I9KF9fX2RdPA5AfxsOOS+EAD4+7sU9KO5BcQ9KCj1ke2aIsQdpvA1H5OT+mPZLodjjMMYYMxLZnhmSwuXBOxP3oLZu3QqzuAQAQO2EMSJPIz4+PijuQXEPintQUugh2zNDNTU1sLW1Ndr+pYZ7UDU1Nch8ZACcM2sQ/u06zHjnO7FHEhUfHxT3oLgHxT0oKfSQ7Zmhn376SewRTAr3oA747sPI27fhGCjj23A04uOD4h4U96C4ByWFHrJdDLm7y/ul0vfiHpRTf2vYaoA6C2D4lHlijyM6Pj4o7kFxD4p7UFLoIdvFUEpKitgjmBTuQWUFHwUAZA7uJuvbcDTi44PiHhT3oLgHJYUesl0M2dnZiT2CSeEelO2NdAB8G45GfHxQ3IPiHhT3oKTQQ7aLIVP/Za7Oxj2ovll5AACdzG/D0YiPD4p7UNyD4h6UFHrIdjGUnp4u9ggmhXtQQ3PKAAA9p80SeRLTwMcHxT0o7kFxD0oKPchiSK1W4/3338egQYNgY2MDNzc3nDlz5oE7uX79OpYtW4ZRo0ahW7dusLe3x6xZs3D8+HGjDf6wZs6cKfYIJoV73FFRmI3hZToAwIhZL4g8jWng44PiHhT3oLgHJYUeZDG0atUqbN68GStXrsSWLVugUCiwYMEChIWFtbiTGzduoKqqCq+++iq2bNmCTz75BADwwgsvYPv27cab/iEcOnRI7BFMCve440ZYIAAgrxffhqMRHx8U96C4B8U9KCn0MFx0MTIyEm5ubti0aRPWr18PAFCpVHB2dkb//v0RHh7eph1rtVo89thjUKlUSE5ObvXj+HYcTGyh7y6H+7d+iJzUH9Ni+DYcjDHW1RnODPn7+0OhUGDNmjWGDyqVSqxevRqXL19GTk5Om3asUCgwdOhQlJeXd9iwHUkKlwfvTNzjDrP4eABA7YTRIk9iOvj4oLgHxT0o7kFJoYfhzND8+fORl5eHxMREskFwcDDmzZuHY8eOYeHChS3urKamBnV1daioqMCxY8fw7rvvYsWKFdi3b1+zj1Gr1VCr1YZ/j42Nhbu7u9HPDDU0NMDCwsJo+5ca7qEXkBSAIb9Zimm5Av7vlb6Y+/ftWOy0WOyxRMfHB8U9KO5BcQ9KCj0MZ4YKCgrg4ODQZIPG9+Xn5z9wZ++88w769euH0aNHY/369Vi0aNEDV4TffPMNevbsaXhrvFJlQUEBvLy8oFarDfvYunUrCgsLcfDgQcTFxeHChQsICgpCWloadu3ahaqqKrJteXk59uzZg+TkZJw9exYhISFISEiAr68v/vOf/5Bt6+rq4O3tjYyMDJw4cQKXLl3C1atX4e/vj/z8fLKtVquFh4cH8vLycPjwYURHRyMiIgLHjx9HZmYmtm/f3mTuoqIiHDhwAHFxcQgNDUVQUBBSUlLg4+PTZO7Kykrs3r0bKSkpOH36NEJCQhAfH4/9+/ejuLiYbKtSqeDt7Y3MzEwEBgYiPDwc0dHRCAgIQH5+PrZt2wadToetW7dCp9Nh27ZtyM/PR0BAAKKjoxEeHo7AwEBs2rQJ3t7eUKlUZP/FxcXYv38/4uPjERISgtOnTyMlJQW7d+9GZWUl2baqqgo+Pj5ISUlBUFAQQkNDERcXhwMHDqCoqIhsq1arsX37dmRmZuL48eOIiIhAdHQ0Dh8+jLy8PHh4eECr1ZLH5Ofnw9/fH1evXsWlS5dw4sQJZGRkwNvbG3V1dWTbkpIS+Pr6IiEhASEhITh79iySk5OxZ88elJeXN5l7165d2HpuK5YeWIKJhfrb9QX3KMGSg0vw2r9fI3N7eXnhxo0bOHbsGCIiIhAVFYUjR44gNzcXnp6eaGhoIPsvKCiAv78/YmJiEBYWhpMnTyI9PR07duxATU0N2ba0tBS+vr5ITEzEuXPnEBwcjMTEROzbtw9lZWVk2+rqauzcuRNpaWk4deoULl68iNjYWPj5+aGwsJBsq9Fo4OXlhezsbBw9ehSRkZGIjIzE0aNHkZ2dDS8vL2g0mibfa35+foiNjcVHH32EU6dOIS0tDTt37kR1dTXZtqysDPv27UNiYiKCg4Nx7tw5JCYmwtfXF6WlpWTbmpoa7NixA+np6Th58iTCwsIQExMDf39/FBQUkG0bGhrg6emJ3NxcHDlyBFFRUYiIiMCxY8dw48YNoz5HlJSUNPscsX79etk9R2RmZjb7HPH222/L4jkiLS0NQUFBuHDhAuLi4nDw4MEm32tqtRp//vOfZfcccfHixWafI1avXm3yzxGGM0OOjo4YN24cTp48ibtlZGTA0dER3333HdatW4eWJCcnIzc3F/n5+Th48CCsrKzg4eGBAQMGNPsYsc4M5ebmYsgQvqBeI+4BuHq6ojYxDmn/1d+Go8cHgE5hBpcBLoh9I1bs8UTFxwfFPSjuQXEPSgo9DGeGbGxsyKKkkUqlMnz8QcaPH4958+bhlVdeQWBgIKqrq7Fw4ULcXm/dl7W1Nezs7Axv3bt3b8/fo82io6M75fNIBfcAUotTMb5Y/8/J9oBWAQgQkFJi+peSNzY+PijuQXEPintQUuhhWAw5ODigoKCgyQaN7xs0aFCbd7506VJERUUhNTX1IUY0jsGDB4s9gknhHsBY+7EYd3sxlNJX/6cZzDCu7zjxhjIRfHxQ3IPiHhT3oKTQw7AYmjRpElJTU1FZWUk2uHLliuHjbVVXVwcAqKioeIgRjUOr1Yo9gknhHsAG9w2GM0Mp9vqFkAABG9w3iDuYCeDjg+IeFPeguAclhR6GxdDSpUuh1WrJRRLVajV27twJNzc3DB06FABQW1uL5ORkFBcXG7a7detWkx1rNBrs3r0bNjY2mDBhgjH/Du1yv5nljHsAi50WY1Kl/sfBqfb63xUKWB6ARU6LRJ5MfHx8UNyD4h4U96Ck0MPwWjc3NzcsW7YMH3zwAW7duoXRo0fDx8cHWVlZ+PHHHw0PiIyMxJw5c7BhwwZs3LgRAPD666+jsrISs2bNwuDBg3Hz5k3s27cPycnJ+Pe//91pvwfUFq6urmKPYFK4h97wm/rfkXtj0Xd4cuX/E3ka08HHB8U9KO5BcQ9KCj3I7Th2796NdevWYc+ePVi7di00Gg0CAwMxa1bLN6tcsWIFzM3N4eHhgTfffBObN2/GkCFDcPToUfztb38z6l+gvU6dOiX2CCaFewDl+ZnoV6P/Zf/4W01fTCBnfHxQ3IPiHhT3oKTQw/DSelPRWbfjUKvVsLa2Ntr+pYZ7AAnHvOH82z+joKc5+hTWyr7H3fj4oLgHxT0o7kFJoYf5gzfpmv73v/+JPYJJ4R5AeWwEAKBgcE/ucQ/uQXEPintQ3IOSQg/Znhli7F7nX5yO2QcicGHBRMw6kSD2OIwxxjqJbM8MSeHGcZ2JewDK9BsAAGHcOO5xD+5BcQ+Ke1Dcg5JCD9O+c5oRLVu2TOwRTAr3AOxzSgEAto88imULuMfd+PiguAfFPSjuQUmhh2zPDIWGhoo9gkmRew+tph5Di/SvIBv4mLvse9yLe1Dcg+IeFPegpNBDtmeGxo8fL/YIJkXuPXLjwjBcq79B66CJj2M8EsUeyaTI/fi4F/eguAfFPSgp9JDtmaHy8nKxRzApcu9x6+oFAEBOfyXMFRay73Ev7kFxD4p7UNyDkkIP2S6GGu+bxvTk3qMmIQYAUDLMHgD3uBf3oLgHxT0o7kFJoYdsF0OjRo0SewSTIvce5qmpAAD16BEAuMe9uAfFPSjuQXEPSgo9ZLsYunTpktgjmBS597DLKgAAWDo5A+Ae9+IeFPeguAfFPSgp9JDtRRerqqrQo0cPo+1fauTeo9BOgQFVOiQG7sKE516VfY97cQ+Ke1Dcg+IelBR6yPbMkI+Pj9gjmBQ596gozMaAKh0AYMi0uQDk3eN+uAfFPSjuQXEPSgo9ZHtmiLFG1wN3YuLCP+GmnTkGVmjFHocxxlgnk+2ZISlcHrwzyblH2bUrAICCQXaG98m5x/1wD4p7UNyD4h6UFHrI9sxQeXk5evXqZbT9S42ce5x/6QnM3ncJF55xwqyf9RdblHOP++EeFPeguAfFPSgp9JDtmaHjx4+LPYJJkXMP6/QsAIBu7FjD++Tc4364B8U9KO5BcQ9KCj1kuxiaOnWq2COYFDn3sM8uBgDYOk82vE/OPe6He1Dcg+IeFPegpNBDtouh3NxcsUcwKXLtodXUY+gt/Q1aB0xxN7xfrj2awz0o7kFxD4p7UFLoIdvFkEKhEHsEkyLXHvnXI6BsAFQWwGDnGYb3y7VHc7gHxT0o7kFxD0oKPWS7GOrXr5/YI5gUufYo/OX2DVr7WUNhaWV4v1x7NId7UNyD4h4U96Ck0EO2i6G4uDixRzApcu1RE/8LAKBkaF/yfrn2aA73oLgHxT0o7kFJoYdsF0NPP/202COYFLn2MEtJAQCoHIeT98u1R3O4B8U9KO5BcQ9KCj1kuxjav3+/2COYFLn26JGVDwCwmOBM3i/XHs3hHhT3oLgHxT0oKfSQ7UUXGQOAgp4KOFTqkHDMG84LV4s9DmOMMRHI9syQFC4P3pnk2KOqOB8OlfobtA6dOo98TI49WsI9KO5BcQ+Ke1BS6CHbM0N1dXWwsbEx2v6lRo49kk7thdOzL6Oouxn63b5rfSM59mgJ96C4B8U9KO5BSaGHbM8M7du3T+wRTIoce5TGXgYA5A/q0eRjcuzREu5BcQ+Ke1Dcg5JCD9kuhp566imxRzApcuyhSYwHAFSMGNTkY3Ls0RLuQXEPintQ3IOSQg/ZLoaSkpLEHsGkyLGH1a9ZAADd2NFNPibHHi3hHhT3oLgHxT0oKfSQ7WKoV69eYo9gUuTYo29OEQCg2103aG0kxx4t4R4U96C4B8U9KCn0kO1iSKlUij2CSZFbD522AUMLVQCA/pOfbPJxufV4EO5BcQ+Ke1Dcg5JCD9kuhjIzM8UewaTIrUdBUhS6aYB6BTBkUtPFkNx6PAj3oLgHxT0o7kFJoYdsF0MzZsx48EYyIrceN6PPAwBy+lnBwqrp/7XIrceDcA+Ke1Dcg+IelBR6yHYxFBAQIPYIJkVuParjrwIAiu65QWsjufV4EO5BcQ+Ke1Dcg5JCjyYXXVSr1fj000+xZ88elJWVwcXFBV9++SXmz5/f7E6ioqLg4+ODkJAQZGVloW/fvnj88cfx5ZdfYuzYsW0aiG/HwTpD6EIXuAfG4/wKN8w+ECH2OIwxxkTU5MzQqlWrsHnzZqxcuRJbtmyBQqHAggULEBYW1uxO/vnPf+LQoUOYO3cutmzZgjVr1uDChQt49NFHkZCQYNS/QHtJ4fLgnUluPbpn5gEAFOMn3PfjcuvxINyD4h4U96C4ByWFHuTMUGRkJNzc3LBp0yasX78eAKBSqeDs7Iz+/fsjPDz8vjsJDw/HlClTYGVlZXhfWloaHnnkESxduhR79+5t9UCddWZIq9VCoVAYbf9SI7ceeb0tMLhci/gATzyy6PUmH5dbjwfhHhT3oLgHxT0oKfQgZ4b8/f2hUCiwZs0aw/uUSiVWr16Ny5cvIycn5747mTFjBlkIAcCYMWMwceJEk73Y0vbt28UewaTIqUdN2S0MLtcCAAZPuf+VUeXUozW4B8U9KO5BcQ9KCj3IYigmJgZjx46FnZ0d2WjatGkAgNjY2FbvWBAEFBYWwt7evsXt1Go1KisrDW/V1dWt/hwP44UXXuiUzyMVcuqRExUMACi2NUOfoWPuu42cerQG96C4B8U9KO5BSaEHWQwVFBTAwcGhyUaN78vPz2/1jvft24e8vDysWLGixe2++eYb9OzZ0/Dm7u5umMXLywtqtdrw88atW7eisLAQBw8eRFxcHC5cuICgoCCkpaVh165dqKqqItuWl5djz549SE5OxtmzZxESEoKEhAT4+vri3LlzZNu6ujp4e3sjIyMDJ06cwKVLl3D16lX4+/sjPz+fbKvVauHh4YG8vDwcPnwY0dHRiIiIwPHjx5GZmYnt27c3mbuoqAgHDhxAXFwcQkNDERQUhJSUFPj4+DSZu7KyErt370ZKSgpOnz6NkJAQxMfHY//+/SguLibbqlQqeHt7IzMzE4GBgQgPD0d0dDQCAgKQn5+Pbdu2QafTYevWrdDpdNi2bRvy8/MREBCA6OhohIeHIzAwECdOnIC3tzdUKhXZf3FxMfbv34/4+HiEhITg9OnTSElJwe7du1FZWUm2raqqgo+PD1JSUhAUFITQ0FDExcXhwIEDKCoqItuq1Wps374dmZmZOH78OCIiIhAdHY3Dhw8jLy8PHh4e0Gq15DH5+fnw9/fH1atXcenSJZw4cQIZGRnw9vZGXV0d2bakpAS+vr5ISEhASEgIzp49i+TkZOzZswcFkef1x7NDd8Pcu3btQlpaGoKCgnDhwgX4+/vj4MGDKCwsbDK3l5cXbty4gWPHjiEiIgJRUVE4cuQIcnNz4enpiYaGBvKYgoIC+Pv7IyYmBmFhYTh58iTS09OxY8cO1NTUkG1LS0vh6+uLxMREnDt3DsHBwUhMTMS+fftQVlZGtq2ursbOnTuRlpaGU6dO4eLFi4iNjYWfn1+TuTUaDby8vJCdnY2jR48iMjISkZGROHr0KLKzs+Hl5QWNRtPke83Pzw+xsbHYs2cPTp06hbS0NOzcuRPV1dVk27KyMuzbtw+JiYkIDg7GuXPnkJiYCF9fX5SWlpJta2pqsGPHDqSnp+PkyZMICwtDTEwM/P39UVBQQLZtaGiAp6cncnNzceTIEURFRSEiIgLHjh3DjRs3jPocUVJS0uxzxPbt22X3HJGZmdnsc8R//vOfLvUcUV5e3mTue58j4uLimn2O+Oc//ym754iLFy82+xzx9ddfm/xzBIS7jBo1Snj22WeFe6WnpwsAhO+++67Jx+4nKSlJsLOzE6ZPny40NDS0uK1KpRIqKioMb6GhoQIA4erVq636XO0VFRVl1P1LjZx6hKyaLQiAcGHumGa3kVOP1uAeFPeguAfFPSgp9LDAXWxsbKBWq3EvlUpl+PiD3Lx5E8899xx69uxp+B2kllhbW8Pa2trw7927d3/g5+gIDQ0NnfJ5pEJOPSx/1V8NVXufG7Q2klOP1uAeFPeguAfFPSgp9CCLIQcHB+Tl5TXZqKCgAAAwaNCgFndWUVGBZ599FuXl5bh48eIDtxdTUVGR2COYFDn16HPjFgDAZuKkZreRU4/W4B4U96C4B8U9KCn0IL8zNGnSJKSmpqKyspJsdOXKFcPHm6NSqbBw4UKkpqYiMDAQEybc//otpsLZ2VnsEUyKXHoIOh2GFtYBAPo91vSeZI3k0qO1uAfFPSjuQXEPSgo9yGJo6dKl0Gq15GVwarUaO3fuhJubG4YOHQoAqK2tRXJyMoqLiwHoryGwYsUKXL58GX5+fpg+fXon/hXa58yZM2KPYFLk0uNmylV0rwc05sDQSe7NbieXHq3FPSjuQXEPintQUujR5HYcy5cvx+HDh/HXv/4Vo0ePho+PDyIjIxEcHIxZs2YBAM6fP485c+Zgw4YN2LhxI9atW4ctW7Zg4cKFWL58eZNP8tJLL7V6oM666KJarSa/qyR3cunxy55NePSV95DZ3xIjC+ub3U4uPVqLe1Dcg+IeFPegpNCjye04du/ejXXr1mHPnj1Yu3YtNBoNAgMDDQuh+2m8/tDx48fx8ssvN3kzRf/73//EHsGkyKVHVYL+Bq23hvRpcTu59Ggt7kFxD4p7UNyDkkKPJmeGxMY3amXGFPrbSXA/dg3nl07BbL8oscdhjDFmApqcGZILKdw4rjPJpYdtZi4AQOE0scXt5NKjtbgHxT0o7kFxD0oKPWR7ZqioqAj9+vUz2v6lRi49cvtYYEiZFnH+2+Cy5C/NbieXHq3FPSjuQXEPintQUugh2zNDwcHBYo9gUuTQo66yFIPK9DdoHfTYnBa3lUOPtuAeFPeguAfFPSgp9JDtYsjUr4PU2eTQI+fqOZgDKLMxQ99h41rcVg492oJ7UNyD4h4U96Ck0EO2i6GysjKxRzApcuhREhMOAMh1sIWZecuHvhx6tAX3oLgHxT0o7kFJoYdsF0ON91tjenLoob5+DQBQPmLgA7eVQ4+24B4U96C4B8U9KCn0kO1iaMSIEWKPYFLk0MPy1wwAgHaM4wO3lUOPtuAeFPeguAfFPSgp9JDtYigiIkLsEUyKHHr0vn2DVuVE1wduK4cebcE9KO5BcQ+Ke1BS6CHbl9ZXVVWhR48eRtu/1HT1HoJOh6puCtipgV8vHsXoJ15ocfuu3qOtuAfFPSjuQXEPSgo9ZHtmyMfHR+wRTEpX73ErPQ52akBrBgydPPuB23f1Hm3FPSjuQXEPintQUugh2zNDTF5ifDdj8sp3kNXPEiNuNX+DVsYYY/Ij2zNDUrg8eGfq6j2q4qMBALcG927V9l29R1txD4p7UNyD4h6UFHrI9sxQZWUl7OzsjLZ/qenqPUIXPQr3IzE4v/gxzD4U/cDtu3qPtuIeFPeguAfFPSgp9JDtmaEjR46IPYJJ6eo9ut2+Qav5+PGt2r6r92gr7kFxD4p7UNyDkkIP2S6G3NzcxB7BpHT1Hv1z9VdAtXtkaqu27+o92op7UNyD4h4U96Ck0EO2i6EbN26IPYJJ6co9VNXlGFrSAAAYPG1uqx7TlXu0B/eguAfFPSjuQUmhh2wXQ5aWlmKPYFK6co+cqyEwB1ChBOxHtO6GgV25R3twD4p7UNyD4h6UFHrIdjFkb28v9ggmpSv3KL59g9acVtygtVFX7tEe3IPiHhT3oLgHJYUesl0MJSQkiD2CSenKPdSJt2/QOmxAqx/TlXu0B/eguAfFPSjuQUmhh2wXQ/Pnzxd7BJPSlXtYpKUDABrGjGr1Y7pyj/bgHhT3oLgHxT0oKfSQ7WLowIEDYo9gUrpyj143CgEA1hNcWv2YrtyjPbgHxT0o7kFxD0oKPWR70UUmD4JOh0pbBXqqgLTzARjjvkjskRhjjJkY2Z4ZksLlwTtTV+1RnJWInipAB2DoY3Na/biu2qO9uAfFPSjuQXEPSgo9ZHtmSKVSQalUGm3/UtNVe1w7+F+4rliL7L4WGFasafXjumqP9uIeFPeguAfFPSgp9JDtmaG9e/eKPYJJ6ao9KuKiAACFg3u16XFdtUd7cQ+Ke1Dcg+IelBR6yHYxNHdu665ELBddtYcuOREAUDtySJse11V7tBf3oLgHxT0o7kFJoYdsF0PXr18XewST0lV7dEvPAQCYOTm16XFdtUd7cQ+Ke1Dcg+IelBR6yHYx1KdPH7FHMCldtUf/PP0NWns8MqVNj+uqPdqLe1Dcg+IeFPegpNBDtoshKysrsUcwKV2xR31dNYaU6H9p2mHK7DY9tiv2eBjcg+IeFPeguAclhR6yXQxlZ2eLPYJJ6Yo9cn45DwsdUGUFDBg9qU2P7Yo9Hgb3oLgHxT0o7kFJoYdsF0OPP/642COYlK7YozjmEgAgZ2C3Vt+gtVFX7PEwuAfFPSjuQXEPSgo9ZLsYOnz4sNgjmJSu2KMuIQYAUDaif5sf2xV7PAzuQXEPintQ3IOSQg/ZXnRRp9PBvI1nC7qyrtjj4twxePLcrzj/p6cw+8fgNj22K/Z4GNyD4h4U96C4ByWFHqY9nRH98MMPYo9gUrpij143bgIArNpwg9ZGXbHHw+AeFPeguAfFPSgp9CBnhtRqNT799FPs2bMHZWVlcHFxwZdffon58+e3uJPq6mps2rQJV65cQWRkJMrKyrBz506sWrWqzQPxmSFxdMUepbbm6FMrIOXsTxg3d3mbHtsVezwM7kFxD4p7UNyDkkIPMt2qVauwefNmrFy5Elu2bIFCocCCBQsQFhbW4k6Ki4vx+eefIykpCa6urkYduKN4eHiIPYJJ6Wo9SrJT0KdWv84fOuWpNj++q/V4WNyD4h4U96C4ByWFHhaN/xAZGYkDBw5g06ZNWL9+PQDglVdegbOzM9577z2Eh4c3uxMHBwcUFBRg4MCBiI6OxtSpU40/+UNatGiR2COYlK7WIy8qGH0B5PZWYEhP+zY/vqv1eFjcg+IeFPeguAclhR6GM0P+/v5QKBRYs2aN4YNKpRKrV6/G5cuXkZOT0+xOrK2tMXDgQONO2sEiIiLEHsGkdLUeFdciAQA3h/Rq1+O7Wo+HxT0o7kFxD4p7UFLoYVgMxcTEYOzYsbCzsyMbTJs2DQAQGxvbqYMZ27Bhw8QewaR0tR7a2zdorRk5uF2P72o9Hhb3oLgHxT0o7kFJoYfhx2QFBQVwcHBoskHj+/Lz840ygFqthlqtNvx7dXW1UT7Pverr6zvl80hFV+thk3H7TObYce16fFfr8bC4B8U9KO5BcQ9KCj0MZ4bq6upgbW3dZAOlUmn4uDF888036Nmzp+HN3d0dgH5x5uXlBbVaja1btwIAtm7disLCQhw8eBBxcXG4cOECgoKCkJaWhl27dqGqqopsW15ejj179iA5ORlnz55FSEgIEhIS4Ovri+zsbLJtXV0dvL29kZGRgRMnTuDSpUu4evUq/P39kZ+fT7bVarXw8PBAXl4eDh8+jOjoaEREROD48ePIzMzE9u3bm8xdVFSEAwcOIC4uDqGhoQgKCkJKSgp8fHyazF1ZWYndu3cjJSUFp0+fRkhICOLj47F//34UFxeTbVUqFby9vZGZmYnAwECEh4cjOjoaAQEByM/Px7Zt26DT6bB161bodDps27YN+fn5CAgIQHR0NMLDwxEYGIjk5GR4e3tDpVKR/RcXF2P//v2Ij49HSEgITp8+jZSUFOzevRuVlZVk26qqKvj4+CAlJQVBQUEIDQ1FXFwcDhw4gKKiIrKtWq3G9u3bkZmZiePHjyMiIgLR0dE4fPgw8vLy4OHhAa1WSx6Tn58Pf39/XL16FZcuXcKJEyeQkZEBb29v1NXVkW3tc0oAANX9BiMkJARnz55FcnIy9uzZg/Ly8iZz79q1C2lpaQgKCsKFCxcQExODgwcPorCwsMncXl5euHHjBo4dO4aIiAhERUXhyJEjyM3NhaenJxoaGshjCgoK4O/vj5iYGISFheHkyZNIT0/Hjh07UFNTQ7YtLS2Fr68vEhMTce7cOQQHByMxMRH79u1DWVkZ2ba6uho7d+5EWloaTp06hYsXLyI2NhZ+fn5N5tZoNPDy8kJ2djaOHj2KyMhIREZG4ujRo8jOzoaXlxc0Gk2T7zU/Pz/ExsYiPDwcp06dQlpaGnbu3Inq6mqybVlZGfbt24fExEQEBwfj3LlzSExMhK+vL0pLS8m2NTU12LFjB9LT03Hy5EmEhYUhJiYG/v7+KCgoINs2NDTA09MTubm5OHLkCKKiohAREYFjx47hxo0bRn2OKCkpafY5Ijg4WHbPEZmZmc0+RwQGBkruOaKkpAS+vr5ISEho13NEXFxcs88Rfn5+snuOuHjxYrPPEfv37zf55wjDS+udnZ0xYMAABAfTi9MlJiZi4sSJ8PT0xOuvv44HafwF6ta+tP7eM0OxsbFwd3c3+kvrMzMzMXLkSKPtX2q6Ug+NqhawtYWlDihIjISDU9t/ob8r9egI3IPiHhT3oLgHJYUehjNDja8Iu1fj+wYNGmSUAaytrWFnZ2d46969u1E+z73uXfTJXVfqkRMbCksdUG0FDBz3WLv20ZV6dATuQXEPintQ3IOSQg/DYmjSpElITU1FZWUl2eDKlSuGj3clL730ktgjmJSu1KMoRn9drJwBNm2+QWujrtSjI3APintQ3IPiHpQUehj+S7F06VJotVps377d8EG1Wo2dO3fCzc0NQ4cOBQDU1tYiOTkZxcXFnT9tB/L29hZ7BJPSlXrUJcQCAMqG9Wv3PrpSj47APSjuQXEPintQUuhBbsexfPlyHD58GH/9618xevRo+Pj4IDIyEsHBwZg1axYA4Pz585gzZw42bNiAjRs3GnbU+MuI+fn58PDwwOLFizF58mQAwNtvv42ePXu2aqDOuh0H67ouzh+HJ8+m4vyr7pi967zY4zDGGDNx5GcIu3fvxrp167Bnzx6sXbsWGo0GgYGBhoVQS7799lt88sknhstuBwQE4JNPPsEnn3yCsrIy40z/EBp/s5zpdaUedo03aJ3Y9hu0NupKPToC96C4B8U9KO5BSaEHOTNkCjrrzFBxcTHs7dt+m4auqiv1KO5uDvsaAclBvhj/mxfbt48u1KMjcA+Ke1Dcg+IelBR6mPZtZI3ozJkzYo9gUrpKj7K8dNjX3L5B69S57d5PV+nRUbgHxT0o7kFxD0oKPWS7GHJ2dhZ7BJPSVXrkRulfwpnfSwHb3v3bvZ+u0qOjcA+Ke1Dcg+IelBR6yHYxJPVXw3W0rtKjIu72DVoH2T1gy5Z1lR4dhXtQ3IPiHhT3oKTQQ7aLIY1GI/YIJqWr9GhIug4AqBo15KH201V6dBTuQXEPintQ3IOSQg/ZLoaGDx8u9ggmpav0UKbf0P/D2LEPtZ+u0qOjcA+Ke1Dcg+IelBR6yHYx1HhlbabXFXoEJAWgZ5b+ZfU/1oYhICmg3fvqCj06EveguAfFPSjuQUmhh2xfWl9ZWQk7u4f7vZKuROo9ApICsHz/EtR+BVjpgBHrgBu9gEPLD2Gx0+I270/qPToa96C4B8U9KO5BSaGHbM8M7d69W+wRTIrUe3wW+hlGl+kXQrUWQLYdYAYzfB76ebv2J/UeHY17UNyD4h4U96Ck0EO2Z4ZY12LzpQ3euqDCpjPA+eHAnD/q36+0UKLuozpxh2OMMWbSZHtmSAqXB+9MUu8x1n4sXozX//P+R/R/msEM4/qOa9f+pN6jo3EPintQ3IPiHpQUesj2zFBVVRV69OhhtP1LjdR77DnwIV5+8RtozIGB64GybmYQICBgeQAWOS1q8/6k3qOjcQ+Ke1Dcg+IelBR6yPbMUEBA+19p1BVJvcfQk2EAgOAxCtTaKeEywKXdCyFA+j06GveguAfFPSjuQUmhh4XYA4jl8ccfF3sEkyLlHoJOhxGnIgAAPVa9jrq/b3vofUq5hzFwD4p7UNyD4h6UFHrI9sxQVlaW2COYFCn3SPp5D0YUaVBjCbiu+aRD9inlHsbAPSjuQXEPintQUugh28WQUqkUewSTIuUet378DwDg2rRh6N5nYIfsU8o9jIF7UNyD4h4U96Ck0EO2i6HevXuLPYJJkWoPraYe44NjAQAWK1/psP1KtYexcA+Ke1Dcg+IelBR6yHYxlJiYKPYIJkWqPeL8tmJgpQ5lNmaYtOr9DtuvVHsYC/eguAfFPSjuQUmhh2wXQ3PnzhV7BJMi1R5Vu7YDAOKfHAcrm+4dtl+p9jAW7kFxD4p7UNyDkkIP2S6GfvrpJ7FHMClS7KGuqcQjYakAgB6v/rlD9y3FHsbEPSjuQXEPintQUugh24suMum74vER3P7yNQrszNG/uA4KSyuxR2KMMSZBsj0zJIXLg3cmKfbQ7tsLAEiZO6nDF0JS7GFM3IPiHhT3oLgHJYUesj0zpFarYW1tbbT9S43UelSX3oT5QAd00wCJJ30w4dmOeyUZIL0exsY9KO5BcQ+Ke1BS6CHbM0M+Pj5ij2BSpNbjmtfn6KYBsvpZwunplzp8/1LrYWzcg+IeFPeguAclhR6yXQzNnz9f7BFMitR6WB48BADIenY6zMw7/jCWWg9j4x4U96C4B8U9KCn0kO1iKCEhQewRTIqUepTmpGFy3C0AwLA3Ou7aQneTUo/OwD0o7kFxD4p7UFLoIdvFUL9+/cQewaRIqUeCx0ZY6oCkoTYYNX2BUT6HlHp0Bu5BcQ+Ke1Dcg5JCD9kuhiwsLMQewaRIqYddwAkAQOHCOUb7HFLq0Rm4B8U9KO5BcQ9KCj1kuxjKyckRewSTIpUe+devwCWlAgAw9i+fGu3zSKVHZ+EeFPeguAfFPSgp9JDtYmjatGlij2BSpNIj1eMLmAO4NtYOgya6Ge3zSKVHZ+EeFPeguAfFPSgp9JDtYujYsWNij2BSpNJjwPFzAICKxc8Z9fNIpUdn4R4U96C4B8U9KCn0kO1FF7VaLRQKhdH2LzVS6JFx+SRGzXgOGnOgMjMZfYeNM9rnkkKPzsQ9KO5BcQ+Ke1BS6CHbM0MeHh5ij2BSpNAj2/OfAIBYl35GXQgB0ujRmbgHxT0o7kFxD0oKPWR7ZojpBSQF4LPQz5BanIqx9mOxwX0DFjstFnusJgSdDlkDlRhZpMGlr97AzA9N/5uLMcaYNMj2zJAUbhxnbP4JB7Fu+xL0jYhDjwoV4gvjseTgEgQkBYg9WhNJQXsxskiDWkvAZc0nRv98fHxQ3IPiHhT3oLgHJYUesj0zlJ+fj0GDBhlt/52htWd16uuqkX31HIqiL0KdEAPLtHT0ySrEsII62Gr021RaAW88DxxwMYPLABfEvhHbuX+ZBzi/ZApmB1xF+PShmBGebfTP1xWOj47EPSjuQXEPintQUuhBzgyp1Wq8//77GDRoEGxsbODm5oYzZ860akcP81gxhIeHiz3CQwlICsCSg0sQXxgPlVZ/VmfV7iXYvf0thH3+Z5x/cTquTHVA5gArmHfvgdFP/hbT//otZv8YjJkXsuCUrV8IacyBm7aAXT3gGwD4BAjIy00S+69HaDX1GHc2BgCgWNnxN2W9H6kfHx2Ne1Dcg+IeFPegpNCDXBZy1apV8Pf3x7p16zBmzBjs2rULCxYsQEhICJ544okWd/QwjxXDyJEjxR6h3WorirH3x/+H11KBRwoFTCgCxhcLGFIFANvu+5hKayDHwRZlIwagYdwY2DhPxsbCnxBslgkdgA8vAhtCgZfjgCdy6pEwzRvOL7zWqnmM/XtH8Yd+wKRKHcqVZpi06u8dtt+WSPn4aNSRX5eu0KMjcQ+Ke1Dcg5JED+G2K1euCACETZs2Nb5LqKurExwdHYXp06cLLXmYx97r6tWrAgDh6tWrbXpca717+l1B+aVSwEYIyi+Vwrun3zXZfei0WiE7JlSI2PqBEPKnp4TwxwcLGf0tBS0gCM285XWH8ItTL+H8c87C+fVLhau7/ynkJ0UJOq22yf4PJR4SsBGGtxl/gpDZU78fjTmEkNfmCQ316mb/DnVVZcK+0/8Wxv8fhHFv6fdhttFMwEYIhxIPtanHocRDgouHi6D8Qim4eLiQx4f+ZrwgAMKFeWPbtM+HERYW1mmf635a6tHax3f7EILjWghD10Ho8QEEbGj/18Xqc6t2zXH3Ptr7dzHFfXAPug/uQffBPeg+xO7RGobfGXrvvfewefNmlJaWws7OzrBY+uabb/Dhhx8iOzsbQ4cOve+C6mEeey9j/s7Qe2few/cXNqF/tf7HQlozQGcGLJ24DG9MexPmCguYW1ihR7/BsOs/BACgUdWiOCtRv9QA8J+ILdgbv8+wzyoroMIGeHfGu/hm9pcoytTfndfMTP8TSDNzc8O/W/foBbt+Q/Demffwbdgm9KnTf36NArCpB/5i9xTm1PSDWXw8eqXlYEROFezU9/+73LQF4gbo3673B5LsgWR7oNfA4chal3Xfx+i0DdBpG2BhpQSgP3Ow9n9LYKUF7NRALxUwpBJ496o1XLP1nzh2XE/0PxSEQRPdEDu+F3pU1MG2tgE9a3Wwabiz73MjgLmr9P9sBjPE/wD01JijqocVanp2g7pXdzT07gXBvi8sx4zHzL/fOYO1P+S/ePXcWjRYmEGAADPo/zy0/BCeH/Eb1PS1Q+86ATF7v8Xkle+0+uv9ME6cOIHnnjPuhR2bE5AUgBd9l+DxXGBQFXB+BHCzB3Bo+SE4JuSj4sdtUNTWwaJGBas6Naxr66Gsa4CNugEF//0HHn35Xbh6umLKz3H48a5rnWnMgXIlUG1riZruVlB98gGm/PEjAEBW5Blk7d4CRR97WNr3h7L/IMSpc/Fx7L9RbgNUWwIwv/N1ae0ZpsYf5zZ+Te/+2ra0D522ARpVLRrqVTh+/TDeOvYGVJZAjZX++FJoBfjM3ISnRj5138d3690fdv3ufA8fDNmK986+DzMAAmD481/z/onnH/09eg4YBkD/I9nirETDfhq/fwHgbGYw3gj+G6qV+r+DuQ7oWwtseeZ7zBs1r8kMVt16GPYr6HQovpGEsxln8f9OrWsyx39e8MDvn3zD8NiizOvNtgnOvYgXz71paNmvRr+T+81had0NvQbd+b/ykuwU6LQN951DYw54r7rzdSnNSYO2of6+MygsrHC+Ot7wte1VK8BSp9/XvXOYKyzIpTDK8tLRUK/SN71nDpgBRbYwHB/l+ZnQqGubbdFv5ETDMdarDrDU3ml67xz2w50MX8+KwmzU11YZPnbvHCXdAJ25fo559tOgrq5odoY+Q8ZAYWmFgKQAvLpnCbpp6Nf27jl6D3Y0PP9Wl95EXUUJ2dfdc5TaAFqF/mt84Jkf8VT/5q+438thJCyV3QAAByN34S2/PzY5xhrn6DlwOKxsugMA6ipLUV1S0GR/jXNUKgG1hf57zkojYOec+x/rANCj32Aou/cCAKhrKhEQsfO+x/qWZ77H76a+DBu7PoZtK2/d/3YdZzPOYvW5dVBZte35o10aV0Xz5s0TnJycmqyWzp49KwAQjh071uyK6mEeq1KphIqKCsNbaGio0c4MKb9UCjP/2PxZlbvftLfPjqjNW96uzBpCcl8Icf0hpDhYt7htRj9L4cLcMYLXY2aC16Otm0OlgJA02FqosYRQamMm5NuZC5n9LIW4ARCuDoQQMRjC10/cObszfPMwIbeXQrjZw1wo7mYmVFhDqLXQ/10EQIic1M/Qw8XDRai1aP5za8z0f5bamAnh360XimzN7tupVAnh+BiQs0xVls3vN36kLfm6ZPbSv7/cGkLYUAgfz4Ew7TUIk7Y9Ilz54WNBAIQCO/MWz1J1tPT09E77XIIgCNoGjZB85oAQ8n/PCafHKISau74uv3lJf8bN1cNVuPDxKy0eL+H//qsgCIKg/EIpLF6u/zo0dwxf3nLnbOSlTWtb3O/KRXfO/K1+bYBQawGhykr/NSu1MRNu2ZoJN3uYC/k9zYWwr9807HfpusFCfD8IsQMgXOsPIdEeQmofCBm9IOT3NBcufLrKsO01/22CWoFmz3y+N+/O8TX59Za/b0JWzjTsN/3yyZa3XfSoYdv8xMgWt/V87M4Mvd5veYawWSMM+1VVV7S47bEJFuR40LTwvHNmjMJwBhYb9V+D5ra9NroH2e/NHubNbvvLQAiuHq6GbbPsLZp/LutvKbh4uBjmiB3Q/Az5Pc3JDHGjuje7banyzrEuCIJwdULvFp8bBUEwzHFkXMtfD4267s7xPnNYi9va/f2u77l5Y1vc9mZqjGGO791aniEr6qxhhpDfP97iti5v3Pme+8fTzTcTACHusJdhv5++0KPFba/u/qdh29AP/tDiti/8/s7x/tKilv9ul/7xlmG/l//zXovbXvj4FcO2UTu+bHHbtc/Q/7bcfXx0JMPvDBUUFMDBwaHJYqnxffn5+c0uqB7msd988w0+++yz++7Ty8sLq1atwv/+9z+89dZb2Lp1K5YtW4bQ0FCMHz8e5eXlqKurw6hRo3Dp0iUsWbIEPj4+hm1feuklHD9+HFOnTkVubi5UDSqYC82OQpgDMNc9eLteav2bXjOncW4bWaTByOA0PNmKzx81Qomab75FXfehMIcW4xcuRjeNANQJAOhg+T3u/HNB9U0MrNBC0czfs766Bvn5+YiIiEByUTKqrfRnyKqs9WcNypT6P3s6DEcudJiYXQLnG7WY/tdvEe7UE2deeAEDnFyRfrMUzyz+Pabvfxr5wk0IuPMJzWCGZ9YNxN8Gvgqr2gqUpKfAwcoSJWkpGGypxA0zAWPUavj4+GD+/PnoU6d/XE81MDNH//ZFCFBsE48yW/3/pV98ZBBmFhUjPDwcI0eOhEqlQnl5OZycnHDu3DmsXLkSP/74o+Fr/+KLLyIoKAguLi4oKiqCVqvFkCFDEBUVhYULF2Lv3r2GbV999VUcOnQIM2fOREZGBmxsbHD+/HmMHz8e7u7u8PPzM2z75z//Gbt27cIzzzyDa9euoX///lAoFMjLy8OUKVMQGBiI1157DZ6enobHLFmyBJcuXYKjoyNqampQWVmJcePGITQ0FCtWrMDOdcuwYv8pjKsRcPelJG/aAon99GcfBQhILk7GL6rJ0P5xDjKLijB8ojMyCoswZOx4lKkboOzdDwMemQ4/Pz+M6jkKhyckIWCCAAhANw3Qpw5wVgzBH5TPoLtOA7uhLjh69CgmT56MmNxb0D05HNrCEvTRAtYVdbCr06K3CrDWAtrbJ0gECKioLCJnBWH42uv/vJiRjnPnzmHgwIGoLSqAc1FzR7kOF1KSEBYWBltbW1yLvQYXbXPb6v+v/+7PqGnhwiBFJSWIi4tDeXk5CuOvYsh9tjW7/WdJWRmSk5ORm5uLuoI0LDC7a5tWPl/cT2VlJfLy8hAZGYmB9r0xvYVtG3QNKCoqQnBwMCZMmIAJLXxerU6L1o5VX18PlUqFvXv3Yu7cubARWn5kSnEKtm3bhkWLFkGna35brVaH1OJU8n3fHN3tz9n4vdag0bS4vQAB1wuvQ61WQ61u+TlVq9UisTCxVXPU1dXBZ7s33nrrLVRWVT1wewECUkpSUFZu1+J2JSUl8AvaitTy1Afu81bRLfzs6YnXXnsNN2/efOD2jXNU19e0uE1BQQHi9u3DggULUKWubnHbvLw8pPv5YdasWUhJScGsVk2BBxbOy8/HqVOn4OjoiLj4eDz+gHkbnyOuXbuGKa2cQT+H/vgA9MfUG2+8AW9vbzz//POIjo7G4MGDodVqcevWLbi6uuLUqVOtWkcYfkzm6OiIcePG4eTJk+QTZ2RkwNHREd999x3WrVt33+Ee5rH3HvCxsbFwd3c3yo/JbL6ygapBf3rWTAcoBEChA7oprHHj7QzoGjTQauqhbaiHoNNCq6mHrkFjeNM21GOR72+hbdBAIeifnC11+j+7wQJfzPwEOo0aOnU9BLUKOo0aQn09BLUagqYegqYe0GhwPvUMFA06WGqBwu7A9X5Aqj2g7maFuD//ggZ1Haxte6LP0DEA9Kfu00IOQVuvgk5TD61ahX9f/CeKKwpgoQNudgeiB+sXIS4DXOA7/G9QWFpDobSBhZUNLJTdYHH7n5V2vdG9z0AAgKunK+IL45ssZO5+ab1GVYtLf5qHWfsvwxxARn8r1O/ZhfG/eRFA8z8GCVgegEVOi1r1dZm0zQU52fEYUA08kQ08nQ7My9AvjjRmgKUAXD++A+OfXomLf5qLXs8twYTfvmY41WsMdXV1sLGxaddjm/vF5bK8dCT7eUJz+iSsnn0ej7+tv6J2WuhhjJm9GNVWQOKE/jgxTIWAwZVI6A/Df7Hv/bq0ZoaH/bq4eroi/mYclBqgwRzQ3D5dPqXXBATM8YJOq4FOo4FOq4G2Xm34PunvNMXwY5EZ/xoHm+upMBf0PxJuMNe/OfQeii/mf4N+4x6F/QgnAPrT5SVZSbBQ2kBhaQ0LaxtYWCnx5N6ncK34OnR3LWja2qM1xzrvg/fB++h6+2gtw5khGxub+67CVSqV4ePNeZjHWltbw9ra2vDv3bsb7z9wb097G5vCNwEABHOgAUCDAvh/M/4feti37hoIT1etM+zjbu/N+Bumzv+0Vfs4eea9ZvaxDv1GTmzyfoWllWHx0WiR69D7/sdug/sGTGjlf+w2uG9odh+NLJXdMNs3HDHPb8bAv7yLUbfqUb/gDzj/pi9mfX8Yi50W49DyQ/g89HOklKRgXN9x2OC+odX/wQWAT5/aiCUHl6CsmxmS+gvwnqL/nRDfpAlY5p+IG/YWmLDgVVwP3IHZe8OAvWGosvorYh4ZCPXc2Rjx+9cxbPLsDn31VONZpra6exFipRFgfzkOyfuWIO6GNZxz1IazA5eqa4Dbi6HRT/4Wcf4/YPyClzHNpjtykwLw+QO+Lg/SEV+XxuPj3p/Xf/CbLzDEaWar9rF+4TdYUne/RdkWON0zi7WtHQZNbPp7ER/P+/yBx2lr/y68D94H70Ne+2i1xp+XifU7Q/fq7FeTvXf6Pcnu41DiIcHVw1VQfqkUXD1chYDEAKPuoyQ7Vbg81cHws9xo5z6Gn5c/rPvNcWVyf0EAhJCXnhAEQRBSzvkJF91HCbe6N/3dpV/tFcKCP9x5NVt7X9XWXg31auFWRoLh9xdsP4BQfZ/fm0obaC2cf8GV/Nz+fjria9sROvsY433wPngfvI+O3kdrGBZD69evFxQKhVBRUUE2+OqrrwQAQnZ2drM7eZjH3svYi6FG//3vf426f6lpbQ+dViuEfrhSqLn9H/oiWzNh15dLO/yljyXZqUL97V8i/TXsOPmYtkEjJAX5CiFrfiPEjOtp2G7Gn2D4JbuViyCEDoPgM9VaCHnreSHSa4OQFXWW/BJlS1rqUVdVJlw/6SOEfvSyELpgohA3qrtQban/xXDlF0rDDNEO+ksd+LhA+ONihVCQYtxj2pj4+4XiHhT3oLgHJYUehsVQRESEANBrBalUKmH06NGCm5ub4X01NTVCUlKSUFRUJLT1sa3RWYuh4uJio+5fatra49ew40LyEKXhjMd/pkGw/qjjzsiEfrhSEAD953iAils5wpIXFYLikzuLoc2PN/8KlFQHayHt4lHD40uyU4WKWzmCINy5poX1F9aCi4eL8FO0D/lcVyb1Nyy+7n0rsjUTXLc+YmjQ910I2GC8Vz90Jv5+obgHxT0o7kFJoYfhVxLd3NywbNkyfPDBB3jvvfewfft2PPXUU8jKysK//vUvw4/VIiMj4eTkRG681trHmpKgoCCxRzApbe3hOPN5DE8qgOcT+mtmvB0JxHkAzycLMBOAz0M/f6h57A4FAgAKFs558Lb9hiBt1kToFHdeBuQxBVi5GPj3PFuETx+KlMFK1FnoXxk1pkCNnoMdDdvGvbMSdv2HosDOHL0XLMGb3nHYs1+NQx/G4aknX8Wh6/6GbXWWCljqgJJuZrg6sQ/OL5uK8H+8hYzwE+hdpsKnT200/Gy7xBYwMzPiz7g7EX+/UNyD4h4U96Ak0ePulVFdXZ2wfv16YeDAgYK1tbUwdepU4dSpU2T1FBISIgAQNmzYILT1sa3RWWeG4uPjjbp/qWlvD+UXSuHplRDyu985Q3J2JIQpf7F48IObkZ8YabjWTG58eKse03g17Xt/Z+juny9rGzRCzrWLQtSOL8kVuS+6j2rxOhdzvhht2DYj4pSQGx9+3yt63z2LKfy+T0fi7xeKe1Dcg+IelBR6yPau9SEhIZgz58FnHeSivT0aX/rYXSXg72HA3y4DSq3+SkiX5o7BWI+DGDBmUpv2ef7thZi9NRDXxtjBNbX5K7/eKyApoN2vnqoozMaCDY5wLGzA2BL9vdxiHICYgUBNTyXqPqpr09+hq+HvF4p7UNyD4h6UFHpYPHiTrkmrbeHqbjLU3h6NL32sVprho3kCtk8BvjkLvJgAPBmchmrnyTj/8ly4bT5ouPz6g/Q/dg4AUL7o2TbNsthpcbtfSt9zwDBUT5qAvfe7pkXfcS08Uh74+4XiHhT3oLgHJYUeLVzDtWsbMmSI2COYlPb2aLyejcsAFygtlOg1zhXKgwGIP+yF+FHd0b0emP1jMEqH98elb/4Cnbahxf1lRPyMCdm1aDAHJr7Zub9ns8F9g+H3fQAY95oWEsPfLxT3oLgHxT0oKfSQ7WIoKipK7BFMysP0WOy0GLFvxKLuozrEvhGLRU6L8Mjv1sA5rQLh/3obub0VGFyuxcwPPZA4phfiDnk0u69sT/2FCGOc7Q1XJu4sdy/sLM0s4TLApU1XbO7K+PuF4h4U96C4ByWFHrL9naHy8nL06tXLaPuXGmP2qKssxZV3X8Rju06jx+2bYIdPH4qhP+zF0El37owj6HTIclBi5C0Nwr58HU985GmUeVqDjw+Ke1Dcg+IeFPegpNBDtmeG9u7dK/YIJsWYPWzs+mC2VxBUSfG48Jvx0JoBMy7noP8Ud5xf4YaKwmwAQPJpX4y8pUGdBeD6eutubWIsfHxQ3IPiHhT3oLgHJYUesj0zxMSTGuKP6rfW4NHEMgBAka0ZTr8yE9Vx0Xj9kgqHH7GE8NOBdv8yNGOMMdYWsj0zdPdFI1nn9hg7ZykmxxcjymsDMvpboV+NgJUeYXj9kv7GvnsmaLDk4BIEJAV02kz34uOD4h4U96C4B8U9KCn0kO2ZoaqqKvTo0cNo+5casXpoVLXY+IdB+NupCvStA8qtgYHrgXpLM7gMcEHsG7GdPhPAx8e9uAfFPSjuQXEPSgo9ZHtm6NChQ2KPYFLE6mGp7IbNj6oxei3wt98Av30RUFsCAgSklKSIMhPAx8e9uAfFPSjuQXEPSgo9ZHvRxZkzZ4o9gkkRs8dY+7GI18bjuxn0YofjRLzYIR8fFPeguAfFPSjuQUmhh2zPDGVkZIg9gkkRs4cpXuyQjw+Ke1Dcg+IeFPegpNBDtoshGxsbsUcwKWL2uPcq1qZwsUM+PijuQXEPintQ3IOSQg/Z/pjM1C8A1dnE7vEw9xUzBrF7mBruQXEPintQ3IOSQg/ZnhlKTk4WewSTwj0o7kFxD4p7UNyD4h6UFHrIdjHk7u4u9ggmhXtQ3IPiHhT3oLgHxT0oKfSQ7WLIz89P7BFMCveguAfFPSjuQXEPintQUugh24suMsYYY4wBMj4zJIXLg3cm7kFxD4p7UNyD4h4U96Ck0EO2Z4bUajWsra2Ntn+p4R4U96C4B8U9KO5BcQ9KCj1ke2Zo165dYo9gUrgHxT0o7kFxD4p7UNyDkkIPkzszdOnSJTzxxBPYu3cvnJycjPZ5CgoK4ODgYLT9Sw33oLgHxT0o7kFxD4p7UFLoYXIXXczKygIAvPTSS+IOwhhjjDFZMLkzQ8XFxQgKCsKIESOMdgnv6upquLu7IzQ0FN27dzfK55AS7kFxD4p7UNyD4h4U96Ck0sPkFkOdobKyEj179kRFRQXs7OzEHkd03IPiHhT3oLgHxT0o7kFJpYdsf4GaMcYYYwzgxRBjjDHGZE6WiyFra2ts2LDB5K970Fm4B8U9KO5BcQ+Ke1Dcg5JKD1n+zhBjjDHGWCNZnhlijDHGGGvEiyHGGGOMyRovhhhjjDEma7wYYowxxpis8WKIMcYYY7Imq8WQWq3G+++/j0GDBsHGxgZubm44c+aM2GOJIioqCm+99RYmTpwIW1tbDBs2DMuXL0dqaqrYo5mEr776CmZmZnB2dhZ7FFH98ssveOGFF9CnTx9069YNzs7O+M9//iP2WKJIS0vD73//ewwZMgTdunXD+PHj8fnnn6O2tlbs0YyquroaGzZswDPPPIM+ffrAzMys2buQy+E5trU95PIc25bj426m9hwrq8XQqlWrsHnzZqxcuRJbtmyBQqHAggULEBYWJvZone6f//wnDh06hLlz52LLli1Ys2YNLly4gEcffRQJCQlijyeq3NxcfP3117C1tRV7FFGdPn0a06dPx61bt/DJJ59gy5YteP7555Gbmyv2aJ0uJycH06ZNQ0REBN566y18//33mD59OjZs2IAXX3xR7PGMqri4GJ9//jmSkpLg6ura4rZyeI5tbQ+5PMe25fhoZJLPsYJMXLlyRQAgbNq0yfC+uro6wdHRUZg+fbqIk4nj0qVLglqtJu9LTU0VrK2thZUrV4o0lWlYsWKF8NRTTwnu7u7CxIkTxR5HFBUVFcKAAQOERYsWCVqtVuxxRPfVV18JAISEhATy/ldeeUUAIJSWloo0mfGpVCqhoKBAEARBiIqKEgAIO3fubLKdXJ5jW9tDLs+xre1xN1N8jpXNmSF/f38oFAqsWbPG8D6lUonVq1fj8uXLyMnJEXG6zjdjxgxYWVmR940ZMwYTJ05EUlKSSFOJ78KFC/D398f3338v9iii8vX1RWFhIb766iuYm5ujpqYGOp1O7LFEU1lZCQAYMGAAeb+DgwPMzc2bfC91JdbW1hg4cOADt5PLc2xre8jlOba1PRqZ6nOsbBZDMTExGDt2bJO75k6bNg0AEBsbK8JUpkUQBBQWFsLe3l7sUUSh1Wrx9ttv47XXXsMjjzwi9jiiOnv2LOzs7JCXl4dx48ahe/fusLOzw5tvvgmVSiX2eJ1u9uzZAIDVq1cjNjYWOTk5+Omnn+Dh4YG1a9ea1ul+kfBz7IPxc6zpPsdaiD1AZykoKICDg0OT9ze+Lz8/v7NHMjn79u1DXl4ePv/8c7FHEYWnpydu3LiBs2fPij2K6NLS0tDQ0IDf/va3WL16Nb755hucP38e//3vf1FeXo79+/eLPWKneuaZZ/DFF1/g66+/xrFjxwzv/+ijj/Dll1+KOJnp4OfYB+PnWNN9jpXNYqiuru6+N4pTKpWGj8tZcnIy/u///g/Tp0/Hq6++KvY4na6kpASffvopPvnkE/Tr10/scURXXV2N2tpavPHGG4ZXjy1evBj19fXw8vLC559/jjFjxog8ZecaMWIEZs2ahSVLlqBv3744ceIEvv76awwcOBBvvfWW2OOJjp9jW8bPsab9HCubxZCNjQ3UanWT9zee8rexsenskUzGzZs38dxzz6Fnz56Gn/vLzccff4w+ffrg7bffFnsUk9D4/XDvK6X+8Ic/wMvLC5cvX5bVYujAgQNYs2YNUlNTMWTIEAD6xaFOp8P777+PF198EX379hV5SnHxc2zz+DnW9J9jZfM7Qw4ODigoKGjy/sb3DRo0qLNHMgkVFRV49tlnUV5ejlOnTsmyQ1paGrZv3461a9ciPz8fWVlZyMrKgkqlgkajQVZWFkpLS8Ues1M1Hgf3/sJw//79AQBlZWWdPpOYfvjhB0yePNmwEGr0wgsvoLa2FjExMSJNZjr4Ofb++DlWGs+xslkMTZo0CampqYZXhTS6cuWK4eNyo1KpsHDhQqSmpiIwMBATJkwQeyRR5OXlQafTYe3atRg5cqTh7cqVK0hNTcXIkSNl9zP+xx57DIC+zd0af+/DFE9zG1NhYSG0Wm2T92s0GgBAQ0NDZ49kcvg5til+jtWTwnOsbBZDS5cuhVarxfbt2w3vU6vV2LlzJ9zc3DB06FARp+t8Wq0WK1aswOXLl+Hn54fp06eLPZJonJ2dcfjw4SZvEydOxLBhw3D48GGsXr1a7DE71fLlywEAP/74I3m/t7c3LCwsDK+ukouxY8ciJiamydWD9+/fD3Nzc7i4uIg0meng51iKn2PvkMJzrGx+Z8jNzQ3Lli3DBx98gFu3bmH06NHw8fFBVlZWkyd8OXjnnXdw7NgxLFy4EKWlpdi7dy/5+EsvvSTSZJ3P3t4ev/vd75q8v/E6GPf7WFc3efJk/OlPf8KOHTvQ0NAAd3d3nD9/Hn5+fvjggw9kd6r/3Xffxc8//4wnn3wSb731Fvr27YvAwED8/PPPeO2117p8j61bt6K8vNxwZvD48eOGK5G//fbb6Nmzp6yeY1vTQ07PsQ/qIYnnWLGv+tiZ6urqhPXr1wsDBw4UrK2thalTpwqnTp0SeyxRuLu7CwCafWOCSV0dVQz19fXCxo0bheHDhwuWlpbC6NGjhe+++07ssURz5coV4dlnnxUGDhwoWFpaCmPHjhW++uorQaPRiD2a0Q0fPrzZ54rMzEzDdnJ5jm1NDzk9x7b2+LiXKT3HmgmCIBh/ycUYY4wxZppk8ztDjDHGGGP3w4shxhhjjMna/we8OuR7Ip7IYQAAAABJRU5ErkJggg==\n", + "image/png": 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -667,7 +679,8 @@ ], "source": [ "yDownBpf = non_maximal_downsample_bpf(xData, Ndown, kLo, Ndft, hPrototype)\n", - "yDownBpfLo = yDownBpf # = yDownBpf * LOdown * LOosShift, because LOdown = 1 when Ndown == Ndft\n", + "yDownBpfLo = yDownBpf # = yDownBpf * LOdown * LOshift, because LOdown = 1 when Ndown == Ndft\n", + " # and LOshift phase shifts compensate for time shift due to Ndown < Ndft\n", "\n", "result = np.all(np.isclose(yDown, yDownBpfLo))\n", "verify_result(result)\n", @@ -686,7 +699,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "id": "5d4d0d6d", "metadata": {}, "outputs": [ @@ -694,8 +707,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "wg_sub = 2.0\n", - "cwPhase = 0.0000444119\n", + "wg_sub = 1.0\n", + "cwPhase = -0.000491 (^= -66.179518 dB)\n", "PASSED\n" ] } @@ -703,9 +716,12 @@ "source": [ "print('wg_sub =', wg_sub)\n", "if wgSubIsInt: \n", - " phaseMargin = 0.005 # >> c_atol due to ???\n", + " # The phaseMargin >> c_atol, because it depends on the stop band attenuation of the\n", + " # hPrototype LPF. This is because the LO downconverts the positive frequency band\n", + " # of the WG cos() wave, so the negative frequency band will appear in the stop band.\n", + " phaseMargin = 0.005\n", " cwPhase = np.angle(yDownBpfLo[-1], deg=True)\n", - " print('cwPhase = %.10f' % cwPhase)\n", + " print('cwPhase = %f (^= %f dB)' % (cwPhase, pow_db(cwPhase)))\n", " result = np.isclose(wgPhase, cwPhase, atol=phaseMargin)\n", " verify_result(result)" ] @@ -713,7 +729,7 @@ { "cell_type": "code", "execution_count": null, - "id": "956d00c6", + "id": "3aae0e45", "metadata": {}, "outputs": [], "source": [] -- GitLab