diff --git a/applications/lofar2/model/pfb_os/up_down_sampling.ipynb b/applications/lofar2/model/pfb_os/up_down_sampling.ipynb index ef37056383fb16ea7b7e4844c8530c8faeacc174..08f97d1087bc7847d6aafe961238fe6d1db34cd5 100644 --- a/applications/lofar2/model/pfb_os/up_down_sampling.ipynb +++ b/applications/lofar2/model/pfb_os/up_down_sampling.ipynb @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 120, "id": "02689e50", "metadata": {}, "outputs": [], @@ -30,7 +30,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 121, "id": "65235f50", "metadata": {}, "outputs": [], @@ -40,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 122, "id": "acea4f0a", "metadata": {}, "outputs": [ @@ -50,7 +50,7 @@ "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" ] }, - "execution_count": 15, + "execution_count": 122, "metadata": {}, "output_type": "execute_result" } @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 123, "id": "55e0fe37", "metadata": {}, "outputs": [], @@ -89,7 +89,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 124, "id": "e08b5ba2", "metadata": {}, "outputs": [ @@ -157,7 +157,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 125, "id": "0a69b385", "metadata": {}, "outputs": [ @@ -165,23 +165,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "f_pb = 0.15\n", - "w_tb = 0.06\n", - "f_sb = 0.21\n", - "hFirls:\n", - ". f_pb = 0.150000\n", - ". w_tb = 0.060000\n", - ". f_sb = 0.210000\n", - ". beta = 1.000000\n", - ". Q = 1\n", - ". N = 47\n", + "> design_fir_low_pass_filter()\n", + ". Method = firls\n", + ". Q = 1.000000\n", + ". fsub = fpass * 2 = 0.300000\n", + ". fpass = 0.150000\n", + ". fstop = 0.210000\n", + ". fNyquist = 0.500000\n", + ". fs = 1.000000\n", + ". Ncoefs = 47\n", ". DC sum = 1.000000\n", ". Symmetrical coefs = True\n", - "hInterpolated.imag ~= 0\n", - "hInterpolated:\n", - ". Ncoefs = 48\n", - ". DC sum = 1.000000\n", - ". Symmetrical coefs = True\n" + "\n" ] } ], @@ -189,23 +184,26 @@ "# Specifications\n", "Ntaps = 16\n", "Ncoefs = Nup * Ntaps\n", + "if dsp.is_even(Ncoefs):\n", + " Ncoefs -= 1 # make odd to have integer groupDelay\n", + "\n", "hpFactor = 0.9\n", "transitionFactor = 0.4\n", "stopRippleFactor = 1000\n", - "beta = 1\n", - "hPrototype = dsp.prototype_fir_low_pass_filter(\n", - " Nup, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, beta)" + "kaiserBeta = 1\n", + "hPrototype = dsp.prototype_fir_low_pass_filter('firls',\n", + " Nup, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, kaiserBeta)" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 126, "id": "ca83f348", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -215,7 +213,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -249,7 +247,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 133, "id": "5a402a30", "metadata": {}, "outputs": [ @@ -257,18 +255,20 @@ "name": "stdout", "output_type": "stream", "text": [ - "Ncoefs = 48\n", - "groupDelay = 23.5 interpolated samples\n", + "Ncoefs = 47\n", + "groupDelay = 7.666666666666667 input samples\n", + "groupDelay = 23.0 interpolated samples\n", "PASSED: correct upsample result\n", - "Upsampling:\n", + "> upsample():\n", ". Nup = 3\n", ". Nx = 80\n", - ". len(y) = 240\n" + ". len(y) = 240\n", + "\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -281,19 +281,23 @@ "# Adjust output time axis for group delay to align output with input in plot \n", "groupDelay = (Ncoefs - 1) / 2\n", "print('Ncoefs = ' + str(len(hPrototype)))\n", + "print('groupDelay = ' + str(groupDelay / Nup) + ' input samples')\n", "print('groupDelay = ' + str(groupDelay) + ' interpolated samples')\n", + "\n", "tsUp = ts / Nup\n", "tUp = (np.arange(0, Nsim * Nup) - groupDelay) * tsUp\n", "\n", "coefs = hPrototype * Nup\n", "interpolatedData = dsp.upsample(wgData, Nup, coefs, verify=True)\n", "\n", + "# First plot up, then wg, to show wg samples as well\n", "plt.plot(tUp, interpolatedData, 'b-', tUp, interpolatedData, 'b*')\n", "plt.plot(tWg, wgData, 'r-', tWg, wgData, 'r*')\n", "plt.title('Interpolated data (Nup = %d)' % Nup)\n", "plt.xlabel('t [ts = ' + str(ts) + ']')\n", "plt.ylabel('voltage')\n", - "#plt.xlim([19, 22])\n", + "plt.xlim([18, 22])\n", + "plt.legend(['up', '', 'wg', ''])\n", "plt.grid(True)" ] }, @@ -315,7 +319,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 128, "id": "3cd0658f", "metadata": {}, "outputs": [ @@ -323,26 +327,29 @@ "name": "stdout", "output_type": "stream", "text": [ - "f_pb = 0.1125\n", - "w_tb = 0.045000000000000005\n", - "f_sb = 0.1575\n", - "hFirls:\n", - ". f_pb = 0.112500\n", - ". w_tb = 0.045000\n", - ". f_sb = 0.157500\n", - ". beta = 1.000000\n", - ". Q = 1\n", - ". N = 61\n", + "> design_fir_low_pass_filter()\n", + ". Method = firls\n", + ". Q = 1.000000\n", + ". fsub = fpass * 2 = 0.225000\n", + ". fpass = 0.112500\n", + ". fstop = 0.157500\n", + ". fNyquist = 0.500000\n", + ". fs = 1.000000\n", + ". Ncoefs = 63\n", ". DC sum = 1.000000\n", - ". Symmetrical coefs = True\n" + ". Symmetrical coefs = True\n", + "\n" ] } ], "source": [ "# Use same specifications as for interpolation except support Ndown\n", - "Ncoefs = Ndown * Ntaps - 3\n", - "hPrototype = dsp.prototype_fir_low_pass_filter(\n", - " Ndown, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, beta)" + "Ncoefs = Ndown * Ntaps\n", + "if dsp.is_even(Ncoefs):\n", + " Ncoefs -= 1 # make odd to have integer groupDelay\n", + "\n", + "hPrototype = dsp.prototype_fir_low_pass_filter('firls',\n", + " Ndown, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, kaiserBeta)" ] }, { @@ -355,7 +362,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 129, "id": "860828a7", "metadata": {}, "outputs": [ @@ -363,20 +370,22 @@ "name": "stdout", "output_type": "stream", "text": [ - "Ncoefs = 61\n", - "groupDelay = 30.0 input samples\n", + "Ncoefs = 63\n", + "groupDelay = 31.0 input samples\n", + "groupDelay = 7.75 downsampled samples\n", "PASSED: correct downsample result\n", - "Downsampling:\n", + "> downsample():\n", ". len(x) = 80\n", ". Ndown = 4\n", ". Nx = 77\n", ". Nxp = 20\n", - ". len(y) = 20\n" + ". len(y) = 20\n", + "\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -390,6 +399,8 @@ "groupDelay = (Ncoefs - 1) / 2\n", "print('Ncoefs = ' + str(len(hPrototype)))\n", "print('groupDelay = ' + str(groupDelay) + ' input samples')\n", + "print('groupDelay = ' + str(groupDelay / Ndown) + ' downsampled samples')\n", + "\n", "tsDown = ts * Ndown\n", "Dsim = 1 + (Nsim - 1) // Ndown\n", "tDown = (np.arange(0, Dsim) * tsDown) - groupDelay * ts\n", @@ -403,6 +414,7 @@ "plt.xlabel('t [ts = ' + str(ts) + ']')\n", "plt.ylabel('voltage')\n", "#plt.xlim([55, 65])\n", + "plt.legend(['wg', '', 'down', ''])\n", "plt.grid(True)" ] }, @@ -416,7 +428,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 130, "id": "3ec63947", "metadata": {}, "outputs": [ @@ -424,31 +436,34 @@ "name": "stdout", "output_type": "stream", "text": [ - "f_pb = 0.15\n", - "w_tb = 0.06\n", - "f_sb = 0.21\n", - "hFirls:\n", - ". f_pb = 0.150000\n", - ". w_tb = 0.060000\n", - ". f_sb = 0.210000\n", - ". beta = 1.000000\n", - ". Q = 1\n", - ". N = 45\n", + "> design_fir_low_pass_filter()\n", + ". Method = firls\n", + ". Q = 1.000000\n", + ". fsub = fpass * 2 = 0.300000\n", + ". fpass = 0.150000\n", + ". fstop = 0.210000\n", + ". fNyquist = 0.500000\n", + ". fs = 1.000000\n", + ". Ncoefs = 47\n", ". DC sum = 1.000000\n", - ". Symmetrical coefs = True\n" + ". Symmetrical coefs = True\n", + "\n" ] } ], "source": [ "# Use same specifications as for interpolation except support Nup / Ndown\n", - "Ncoefs = Nup * Ntaps - 3\n", - "hPrototype = dsp.prototype_fir_low_pass_filter(\n", - " Nup, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, beta)" + "Ncoefs = Nup * Ntaps\n", + "if dsp.is_even(Ncoefs):\n", + " Ncoefs -= 1 # make odd to have integer groupDelay\n", + "\n", + "hPrototype = dsp.prototype_fir_low_pass_filter('firls',\n", + " Nup, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, kaiserBeta)" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 131, "id": "ed8a87a4", "metadata": {}, "outputs": [ @@ -456,27 +471,29 @@ "name": "stdout", "output_type": "stream", "text": [ - "Ncoefs = 45\n", - "groupDelay = 22.0 interpolated samples\n", - "groupDelay = 7.333333333333333 input samples\n", - "groupDelay = 5.5 resampled samples\n", - "Upsampling:\n", + "Ncoefs = 47\n", + "groupDelay = 7.666666666666667 input samples\n", + "groupDelay = 23.0 interpolated samples\n", + "groupDelay = 5.75 resampled samples\n", + "> upsample():\n", ". Nup = 3\n", ". Nx = 80\n", ". len(y) = 240\n", + "\n", "PASSED: correct resample result\n", - "Resampling:\n", + "> resample():\n", ". len(x) = 80\n", ". Nx = 80\n", ". len(v) = 240\n", ". Ny = 237\n", ". Nyp = 60\n", - ". len(y) = 60\n" + ". len(y) = 60\n", + "\n" ] }, { "data": { - "image/png": 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8//zzHD9+nHr16gEYhs34+++/79grrzjJsLGxwc/PjwULFrB161ZmzZoF6B+Ufv/99/niiy8MD3n/9NNPfPzxxzRp0oQRI0bw0EMPGZ7H+fXXX9FqtaUey8HBoURZ8Qm7rHUFBQWl7qtZs2Zlll2/fr3MzwtGNz4+Pvj4+JRZr9hN8f6aNm1aZizlTQyvX7+OlZUVjRs3LnU/t3Pz5k2GDRvGyZMneeyxx3j11Vd58MEHsbGx4fz587i7u5fpuzS2bNnClClTqFevHiNHjqRdu3bUqVPH0OHj1k5Gd6L4952fn1+u+vXr12fu3LnMmDGDxYsX8/3335c75vJQmrtby+/WJorZsWMHjzzyCO3bt7/nWJYsWcK+ffv49NNPOXbsWKl17tSmrK2tSyQmWVlZQNmfs0WLFop6oHzOsDgxHDJkCDY2Njg5ObFw4UKysrLu+Hwh3Pl7e+s/hJaAtbU17dq1Y86cOdjY2PDpp5/yxx9/8H//93933TYyMpKEhATDc9d3Y/HixZw+fZojR45ga2tboTjz8vIASk3yJZaBTAwlVZImTZrw8ccfc/36dRYtWsSXX37Jr7/+ChhP5hMnTizRM7EsHnzwQZYtW8Zvv/1GdHQ0fn5+LFu2jPnz51OrVi3mzJlDYWEhCxcupEWLFkRERCj+sAkhTP4HvyzS0tJo06ZNiTKg1I4vt1Ls5tbON3eieH+l9bi+9bjloUGDBhQVFZGRkUGTJk3uuh8vLy9OnjzJG2+8gaurq2Ldxo0by9XJ4VYWLFiAnZ0dYWFhdO7cucT+yktx7BUZt+/dd99l6dKlLFu2jA8++KDUOsVXp2+9ilnMnZK7sn4H5W0TAElJSYSHh9/3sE+PPvoo06ZNY926dWzZsqXUOndqUzqdjitXrtCqVStDWXGbLetzXrp0SVEP4OGHH6ZZs2b4+/tz+fJloqKi+Pe//w3ok8AFCxYQHBxsuJpXVmJoCtasWVOhgcyHDRt234O0jxgxgk8//ZSAgIByJYbFV4vL21EpPDycoqKiMsfwdHZ2xtnZmXHjxrFjxw7FuuLvze3nAInlIBNDSZXm888/Z/Xq1fz+++/MnDmTdu3a0b17dxwcHAgNDaWgoIBatWqVe38ajYbu3bvTvXt3nn/+edq0acPOnTuZM2cOGRkZXL9+naeeeqrE1Y7Q0FDDf8JqExwczLRp00qUATz22GN33La4t/HRo0fLlRg++uijhv3fPmNBYmJihYasefTRRzl58iTBwcG88MILpcZ/K8VDyJR2a7O0+qBPrsq6khMXF0ePHj1KJIWpqanEx8eX6zMA9OjRAysrK2JiYsq9Ta1atVi0aBFTp05l3rx5pdYpvsWcnJxcYt2dHhFISkoiMTGxxO3k8rYJwDCE073eRr6VhQsXsnnzZr744otSx3m8tU1NnjxZse7o0aMlEuNu3bphZ2fHiRMnuHHjRokrTcXJ3e2PZAwbNoxNmzaxbt06AIYPHw5A//79sbe3x8/PD39/fzp37kzLli3v+fPejTVr1hAYGFihbe43MSx+xKK85z4vLy969uxJhw4dylX/mWeeKfXKf2pqKrt376Zbt24MGjSo1LZX/L2R0+JZMOZ+yFEiuRt36pUshBBLly4t8TDz7NmzBSBmzJghbt68WWKb06dPi7S0NMP+b+0EUMyJEycEYOhQotPphL29vWjXrp3iIfirV68KR0fHUntTFj+oXtr+ix9KL422bduW2JepeiU7OjoKjUYjNm7cWOK4Op1OBAQEKH5u3769SXolF3dOKG+vZA8PDwGITz/9VLGfgIAAUatWrVI/W+PGjcvsRNKlSxfh4OAgLl26ZCjLy8sT48aNq9DnEEKI3r17i/r16xt6wt7K7Z1PiikqKhJ9+vQRVlZWon379iXaRXJystBoNKJbt26KHsznzp0TDRs2VLVX8tNPPy0eeuihcn56Pbd3PrmVDz/80NBhjNs6n2RmZpbZK7m4jZfVK/nLL79UlO/Zs6dEr+RiVq1aJQDRpEkT0ahRI8X6p59+WjRp0kQA4u233y4R/52+t/Pnzzd0ZDEnERERpZ7brly5Inr37i0AsX79+rvu58KFCwIQX3zxxX3HVJ7OJ8W/y1t/9xLLQl4xlFR53n77bb777jvWrl3L559/TseOHfnqq684efIkv/32Gz4+PgwZMoSmTZuSnJzM6dOnOXXqFEePHqVp06ZERETwwgsv0K9fPx5++GGaN29OcnIyO3bswMrKig8//BDQX4167733+Omnn3j00UcZO3YsWVlZ7Nmzh7Zt26p61eFWunTpQs+ePRXjGF68eJGPPvqIvn373nX7DRs24OTkxEsvvcSvv/7K448/jr29PUlJSRw9epT09HTD83NWVla4uLgwevRonn76acM4hn5+fqSmptKrVy8iIyPLFbeTkxOvv/46bm5uPPLII0yYMAGtVsumTZvo379/ibl5x44dS7t27fj+++85c+YMPXv2JCYmBm9vbyZMmFDqYwLDhw9n8+bNjB8/nsceewxra2uef/55evXqxQcffMAHH3zAY489xqRJkygsLGT//v0IIXj00UcNnSLKw4QJE5g/fz4hISEMHDiwXNtoNBqWLFnCM888Q0JCQon1LVu2ZOrUqXh4eNCnTx9GjRrF5cuX2b59O6NGjWLr1q2l7rdXr14cOnSIJ554gqefftowjmFhYSEuLi53HZMuMzOTwMBA3nrrrXJ9jvLwxRdfsHr16lIHDm/QoAG//fYbr732Gk888QQvvfQSDRo0wNvbG3t7e8Mzg7fy3XffERgYyKJFizhy5AiOjo6cP3+eLVu2UKdOHdzc3Ep0FCu+PZyens6ECRMU652cnAwDgKt5G1lNfvnlF7y9vRk0aBBt2rTB3t6exMREfHx8yM3NZfLkyUydOvWu+7nfTkcVQQjBwYMH6d69O126dFH9eJJ7xNyZqURyN+52xVAIIZYtWyYA8eqrrxrKCgsLhbOzsxg0aJBwcHAQtra2ok2bNmLUqFFi5cqVhqtWFy5cEJ999pno37+/aNq0qahdu7Zo06aNeOGFF0pc9bl586b45ptvROfOnQ37mzVrlsjOzi71Kp8aVwzz8vLEp59+Klq3bi1q164tunbtKn777bcSw1OUdcVQCP1Vzi+//FL07NlT2Nvbi3r16onOnTuLl19+WWzbtq1E/aCgIDFkyBBhb28vGjVqJCZPniwSExPv+BlKo7CwUCxevFh06NBB1K5dW3To0EF8++234p9//il1uJr4+HgxceJE0aRJE1GnTh3xxBNPiI0bN5b52VJTU8WLL74oGjduLKysrBRXq4qKisSqVatEjx49hJ2dnWjevLl44403xOXLlyv8OZKTk4WNjY34v//7vxLryrpiWMyIESMMV/pubxc3btwQM2bMEM2aNRO2traiV69eYv369Xccrmbo0KHiwoULYsqUKaJRo0bCzs5ODBgwQOzbt69cn2X9+vUCKHf9Yu50xVAI4xijt/4ObmX79u2iT58+wtbWVjRt2lS8+eab4urVq6W2fSH0YwjOmDFDtG3bVtSqVUs0btxYTJo0yTC0Umm0atVKMTRVMUeOHDHEVjykza1UhSuGBw4cEK+++qro0qWLqF+/vrCxsRHNmjUTzz77bKl3A8rimWeeEa1atarw8DalcbcrhgEBAQIQv/76630fS6IeGiEqMI+WRCIxG8OGDSMwMLBCU99J1OPVV1/Fx8eHxMRE6tevb5YYNBoNQ4cOva8hUaZMmYKvry/p6ekVeh5XUvW5fv26Ycac33//XfXjvfLKK+zZs4e4uLhyD/ckqXzkXMkSiURyDyxatIi8vDyWLVtm7lDumZs3b7J3716effZZmRTWQPbs2UNBQUGl3EY+d+4cGzdu5Msvv5RJoYUjnzGUSCSSe6Bt27a4u7tXaMgeS6N27drlHudQUv146aWXeOmllyrlWBcvXmT+/Pn85z//qZTjSe4dmRhKJBLJPfLiiy+aOwSJpEowfPhww5BBEstGPmMokUgkEolEIgHkM4YSiUQikUgkkv8hE0OJRCKRSCQSCSCfMTQ5GRkZ+Pr60q5du7sOLCuRSCQSiURyv+Tl5XH+/HlGjhxZ6nSFFUEmhibG19eXV155xdxhSCQSiUQiqWH89ddfTJs27b72IRNDE9OuXTtA/8vp3r27eYOxENLT02nSpIm5w7AYpA8l0ocR6UKJ9KFE+lAifRg5e/Ysr7zyiiEHuR9kYmhiim8fd+/enccff9zM0VgGnp6ejBw50txhWAzShxLpw4h0oUT6UCJ9KJE+SmKKR9hk5xOJ6rRv397cIVgU0ocS6cOIdKFE+lAifSiRPtRBJoYS1cnPzzd3CBaF9KFE+jAiXSiRPpRIH0qkD3WQiaFEdTIzM80dgkUhfSiRPoxIF0qkDyXShxLpQx1kYihRHdkJR4n0oUT6MCJdKJE+lEgfSqQPdZCJoUR1/Pz8zB2CRVEdfZw5A+PH618rSnX0ca9IF0qkDyXShxLpQx0sOjHMyclh/vz5jBo1ikaNGqHRaFizZk25t9dqtcyePZuWLVtib2+Po6Mj+/fvv++6kopxv2MqVTdM4eN+EjE18Ha9hJcX+Px5qcLbyvZhRLpQIn0okT6USB/qYNGJYUZGBl9//TVnz57l0UcfrfD2r732Gj///DPTpk1j6dKlWFtbM3r0aA4dOnRfdSUV488//zR3CBaFKXx4e6NPxHxMEJAJ8PPJU7xWBNk+jEgXSqQPJdKHEulDJYQFk5+fL1JTU4UQQpw4cUIAws3NrVzbHjt2TADihx9+MJTl5eWJjh07igEDBtxz3bsRFhYmABEWFlah7SSSivDMM0KAECNGmOf4Fy4IERamX0JDhbCzyhegfw0NNa67eFGFg58+LcS4cfpXiUQikZg097DoK4a2trY0b978nrb19PTE2tqat99+21BmZ2fHG2+8wdGjR7lw4cI91ZVUnOXLl5s7BIviXnxcvAgnT+qXsDAIDtaXBwXpfy5el5xs4mDLYMyIm/TpA336QN++oC2qBehf+/bFsG70Mzfvuq8K+7C0y6UmRH5XlEgfSqQPJdKHOlTbmU/Cw8Pp0qULDg4OivJ+/foBEBERQevWrStcV1Jxpk6dau4QLIp78TFmDERGGn/WaPSv+fn6xKyYli1h9mwQAoqK9K+3vi/v693q2J+PBnoZjiv+91SKuO3plMlXXYD3Teuj+IFzPz/9h61GyO+KEulDifShRPpQh2qbGKamptKiRYsS5cVlKSkp91T3drRaLVqt1vBzTk7OPcdcXfH19eXll182dxgWw734mDRJmRgKUXq9lBT473/vI7hy0+uuNR4nlBY554h6dCrdWudi1eRBaNwYHvzf6/+WoyEhPPfaa/DAA2BtXXJHFy/C5cv690KUvFxanCU3awatWpnm45kJ+V1RIn0okT6USB/qYNG3ku+HvLw8bG1tS5Tb2dkZ1t9L3dtZvHgxDRo0MCxDhw4F9Mmms7MzWq3WcLl7+fLlpKWlsXnzZiIjIwkKCsLX15fY2FjWrFlDdna2om5mZibr1q0jOjqaAwcO4O/vz5kzZ/Dw8ODKlSuKunl5ebi6uhIfH4+Pjw+HDx8mLCwMT09PUlJSFHV1Oh0rV64kOTmZ7du3ExoaSkhICLt27SIhIQEXF5cScaenp7Nx40YiIyMJDAzE19eXmJgY3N3dS8SdlZXF2rVriYmJYd++fdy8eZPTp0+zYcMGMjIyFHXz8/NxdXUlISEBb29vjhw5QmhoKNu2bSMlJYUVK1ZQVFTE8uXLKSoqYsWKFaSkpLBt2zZCQ0M5cuQI3t7eJCQk4OrqSn5+vmL/GRkZbNiwgdOnT+Pv78++ffuIiYlh7dq1ZGVlKepmZ2fj7u5OTEwMvr6+BAYGEhkZycaNG0lPT1fU1Wq1uLi4kJCQwK5duwgJCSE0NJTt27eTnJzMypUr0el0im1SUlLw9PSkVq1aHD58GB8fH+Lj43F1dSUvL09R98qVK3h4eHDmzBn8/f0ZMOAAH3yQXmY7BOjcWcvgwZcYPvwyo0ZlMrrtYabxF6Me8udf/4J+/c7yr3/pGDgwmpdeymbEiPOMH5/GCy9cZtSoeKZPz2HYsNO8/34Rw4ZF8OEMHaP7BvH+0BO81XYTHz34B7M13zGHb/mCRXzJQvpztMx4TtKXN3N/o0fkBh70cWfUmil89WMd9s3x4/pbs2DCBBg8mOc++QSaNEHUqkXhAw+Q1aoVNx0die/VC954gxvdu3PrfWvxv9kOhFbLrfeti559tsR3bcuWLURERBAcHMzevXuJjY3Fzc2NnJwcRd1r166xfv16oqKiOHjwIH5+fkRFReHh4cHVq1cVdXNzc1m9ejVxcXHs3r2bQ4cOER4ejqenJ6mpqYq6hYWFrFq1iosXL7Jjxw5OnDhBSEgIO3fuJDExscQ5Ijo6ukaeI/z9/Us9R0RHR9fIc0RYWFip54jo6OgyzxEHDhwgOjqadevWkZmZWSLuNWvWEBsbi6+vL0FBQURGRrJ582bS0tJKxO3s7ExiYiI7d+4kJCSEEydOsGPHDi5evMiqVasoLCxUbJOamoqnpyfh4eEcOnSI3bt3ExcXx+rVq8nNzVXUvXr1Kh4eHkRFReHn58fBgweJiopi/fr1XLt2TVE3JycHNzc3YmNj2bt3L8HBwURERLBlyxbS0tIUPgoKCnB2diYpKQkvLy+OHz/O8ePH8fLyIikpCWdnZwoKCqr8OaKsPCIpKanMc3GFMcEzj5VCRTuf9OjRQwwfPrxE+d9//y0AsWrVqnuqezv5+fni+vXrhiUwMFB2PrkNPz8/c4dgUdyPj//+t/hGr3KZNauUyhXpoXLzphDh4UK4ugrx7rtCPPGEELVrl36wRo30+54zR8xo7yU06IQGnQBheD+27Snx2VsZYmjvTFHHtqDELjToRA/7f8SbDhuFi+3/ibN0FTo0pR+vvMvChffs1VKQ3xUl0ocS6UOJ9GHElJ1Pqu2t5BYtWpBcypP4qampALRs2fKe6t6Ora2t4mpjvXr17jnm6opOpzN3CBbF/fiIi1P+XHwXtbCQ8t9yffBBuH4dQkP15aGhcOoU3PJIhIGGDY1X5Ypf27UDjYaiItj4azYCKxpyjRn8xm/MIJMHOHa5PTtW1cfKSh9bZCQcPWpc4uOt+DuvI3/ndcSVKQA80LCI/o/kMqBzBgMeuki/B2JxuHEJMjL0zxOeOlW2mO7doVs3yMsDe3vOnIEvv4RFi6Bnz3u1XfnI74oS6UOJ9KFE+lCHapsY9u7dG39/f7KyshSdSo4dO2ZYfy91JRXnoYceMncIFsW9+igqguIx121t9f0ufvsNMjNhwwb42e85rE7fkjwVJ4LFt1xvLS/tIcUGDRS3bOnTBzp0MO7nNvJyi2hdEM8g/mGVw2c0nfky//m1H+9mLeFCQUfycntRt74VNjbw+OP65T//0W+blmZMEg8evEFUVB2uZVqxJ7g+e4LrA+3RaAbTsycMGAADZsLAoMV0dvucUqM5exYmT4b69eGFF/C2/gIvr84MGFC1EkP5XVEifSiRPpRIH+pQLZ4xvHHjBtHR0WRkZBjKJk2ahE6nw8XFxVCm1Wpxc3PD0dFR0cu4InUlFefEiRPmDsGiuFcfly/Dzf+N/rJrF3z1FcTE6B/Va9MG8sa9pNygOPm7PQkUQp9ADRsGs2bps8rYWLh6FQ4ehO+/hxdfhI4dy0wKAepa5XGs11tsm7CeprGH4auvaBp7mG0T1hPy6DvUtSr72dxmzfQzt3z3Hfz3v1u5fh1OnNAnulOn6i9KCgGnT4OLC7z+OnR1m0MT0nmOXXzD5/gxnBzqwbRp8NlnegnZ2eDujt/qBAD8fj8Lx4+X3VvHwpDfFSXShxLpQ4n0oRImuLWtKsuWLRMLFy4U//d//ycA8cILL4iFCxeKhQsXiszMTCGEEP7+/gIQ8+fPV2w7efJkYWNjIz755BPh7OwsBg4cKGxsbERgYGCJ41Sk7p2QA1yX5Nq1a+YOwaK4Vx9r1+ofpevSRYiiIuW6wkIhREGBEBMn3vk5vEmThIiJEUKnu+/PYTxwBcpLoSwfKSlCbN0qxMcfCzFoUJGwJa/Ex7GiUDxqc1q8Mq1IfDVfJ7Z/+7c4MWmxsOOGfsBtbohQHhdhDz0vwt78XVwMiK3Y56vkwbTld0WJ9KFE+lAifRgxZe5h8Ylh27ZtBVDqkpCQIIQoOzHMy8sTH3/8sWjevLmwtbUVTzzxhNi7d2+px6lI3TshE8OSLFu2zNwhWBT36mPUKH0y9NVXt63IzRVi+XIh2rW7c1JYag8V81MuHzk5QvuYozg29BPx68IsMWWKEG0eKrzDxy0ydHK5tbwX4UI8/rgQP/5YvmlZFi/Wb7hkyX1/zvIgvytKpA8l0ocS6cOIKXMPjRBV5B5LFeHkyZP06dOHsLAwHn/8cXOHI6kmXL6sH7xap9Pf9e3UCbh2DX7/HZYuhfT/DWXTpIl+ZUiI/mchjLeDZ8yAX381R/imQacrMc5hSgocPazj51+tOXLk7rtYaDWPL4sW6n/QaPS3019+GSZO1I+jeDsjRugf7BwxAnx97/8zSCQSiQqYMveoFs8YSiwbOW2RknvxsXmzPi/q1w861UmBTz+Ftm31XW/T0/Xvly+HhAR912Uh9J1J5s3Tvwqhf5awqEiFT3R/lNtHKYNft2wJEydbc/gwfP31nTdv2BCs5nxG6hJ3GDxY78TfH956y/jQ46pVcOSI2eYelN8VJdKHEulDifShDvKKoYmRVwxLkp2dTf369c0dhsVwLz4GDNBfBPx1wEb+Gzbd2AulZ099x4sXX4RatSA3F4YO1XfEWLUKmjbVX2589124cAECAqBuXdN/qPvAlO1j1iz4+eeS5bVrG5VZW8PYsfD2+MuMSHXHesNfymllbqW4B/ftPbl79brz8Dn3iPyuKJE+lEgfSqQPI/KKoaRKsXXrVnOHYFFU1Ef8zjOEhIAVOqYcnanPcAYNAm9vfUIzbZo+KQR90nfsGGzbpk8KQf+6bZs+s7SwpBBM2z4KC/U5XPHd8+L3b74J7u56bTod7NgBo19rSoeVn7Bw0imSD5yFzz/XX1a8lbJ6dk+ebLKYb0V+V5RIH0qkDyXShzrIxFCiOoMGDTJ3CBZFuXwU3+YcORKPcRsBeIqDNB/TV39789AhGDOm9OFkSptv+E7lZsZU7aOoCDZuLP0uuqcnvPKKXtuZM/r5pB94AJKS9PXajOjG86e/YZf7VQr//fadD7Rwof4WvgrI74oS6UOJ9KFE+lAHmRhKVCc+Pt7cIVgOZ87g8K9/6bOT0igq0l/OGjAAhg9H7NvHeqYBMG1hd/1VwiefrLx4KwFTtY+8PGjdWj+uY0xMKeM8/m9YxR499H1wUlLgr79gyBC99l274PlxGtr5OjO/vy9JlDJ+afPmMHq0SeItDfldUSJ9KJE+lEgf6iATQ4nq2NvbmzsEy8Hbm2YhIeDjoyy/eRPWrNFnLRMm6G8H29kRMflboumOnR1MmFE9B1o3Vfuo6F10Ozv9XfjAQP3EKbNm6WcLTE6Gr0NG0I7zjMGbHYyjoHiSqEuX4Ikn4IMP9FPOmBj5XVEifSiRPpRIH+ogE0OJ6jS8/bmtmoyfn/I1N1c/3EynTvrpPaKj9fc/P/8czp/Ho+0cQN9Z4pbZGqsVpmwf93oXvVs3+PFHfVK40aOI4bWCEVixmzFMYAdtNUl8yUISanfVX15cvly/0V9/mXRWFfldUSJ9KJE+lEgf6iATQ4nqREdHmzsE83HxonGIk9uHP3nnHf14KzNn6nsMN2+un44uKQm++QZd42Zs2KCv/vLLZvsEqmNJ7cPWFqY8n8fBXh9y7pn/8On7uTRpAqmiBd/wJR1vRjHysctsbfkBBWlX4NVXwckJoqJMcnxLcmEJSB9KpA8l0oc6yOFqTIwcrqYkaWlpNGvWzNxhmIdHH1UOhXL7sCfFtGoF//yjv7/5PwIC9DlHw4b6O5i2tqpHaxYssn3cMpj2zZuwc6d+zub9+41VmtXL4fX8lbxZuIqONknw0Ucwdy7Uq1did2fO6PurLFqkH2GoLCzShRmRPpRIH0qkDyNyuBpJlWLLli3mDsF8TJqk/Lms/8PefVeRFAKsX2/cRXVNCsFC28ct955r19b/Dvbt048dPmeO/uJuWk49lhR+QifieLpwD5u/T+Bm90f1DzXe9nv29gYvr5KPlt6ORbowI9KHEulDifShDvKKoYmRVwwlJVi4UD8myp3W3zb8iVarTz4yM/WPIzo5qRuipGIUFOiTPRcX/Ux5xWfRJlxmOu68NeQcXVZ/Bh07AnJmPYlEoi7yiqGkSlHjpy2aO1d/m7E0Zs0qdUy8PXv0SWGrVvrhVKozVbF91Kql7zy+Z49+FsK5c6FliyLSacqPfELXoD/o2ymTb586yJEAbbln1quKLtRE+lAifSiRPtRBJoYS1XnrrbfMHYL5KWtKjsLCUqt7eOhfX3rJYselNhlVvX20baufpzkxyQovL3jOKQcQhNGHL/yeYpCTLfn5+kuKWi307Qt9+uiX24dErOouTI30oUT6UCJ9qINMDCWqs2bNGnOHYF5um5IjbMwY45QcGzbo199CVpZ+sGXQj7NX3aku7cPGBp5/Hnb51WNWiQvE+n8I7jazXnVxYSqkDyXShxLpQx1kYihRnVGjRpk7BPNy25QcjVesKH1Kjv+xfTvk5+uHyevd2zwhVybVsX38+JOGr7++c50Sj5aeOcOrW7eWPStODaQ6to37QfpQIn2og0wMJapz6tQpc4dgXm6bkuPUqVN3nJKjuDfytGmlT4Vc3aiu7eNOj5Y2tr7KK52PKQu9vamzf//duy7XIKpr27hXpA8l0oc6yMRQojpNi+cnq8nc8qCgwsdtDxBeugQHD+rfT51aGYGZn+rcPko8WooABBm6RvR9qSMBIxdDWpp+5e2z4kiqddu4F6QPJdKHOsjEUKI61tW990QFuZOPTZv0jxz2728Y6aTaU13bx22PljJvHjRoqAE02Gh0XKExz+z7mN/bLkF8Nodyd12uQVTXtnGvSB9KpA91kImhRHWSa/AfttK4k4/i3sjVeQq826mu7eO2R0v56ivjo6W9HrPmxbo+FFKL/2h/4Z3v2nMzX6ff8G5dl2sQ1bVt3CvShxLpQx1szB2ApPrTt29fc4dgUZTlIzYWjh/X311+8cVKDsqMVNf2Ufxo6a0XNYofLdXpwOqbk/SdH8BsvuMP3iaKh9nKRJqJy8od3d51uQZRXdvGvSJ9KJE+1KHKXDHUarXMnj2bli1bYm9vj6OjI/tvnbi0FF577TU0Gk2Zy63/bQQEBJRZLyQkRO2PV63x9vY2dwgWRVk+NmzQvz79NNSk6T+rc/so606XtTVo5s3lk68d2M1oGpDJYZ6kL6GEccusBaXMilOTqM5t416QPpRIH+pQZabEmzp1Kp6ensycOZPOnTuzZs0aTpw4gb+/P08++WSp2xw9epS4uDhFmRCCd999l3bt2vH3338bygMCAnBycmLGjBk88cQTim1GjRpF48aNyxWnnBKvJIWFhdjYyIvTxZTmQwj98DTnzsHatfDqq2YKzgzU+PYxaxbnft7F8+wkhm7YkcefvMHLLQL0zxg2b27uCM1GjW8btyF9KJE+jJg09xBVgGPHjglA/PDDD4ayvLw80bFjRzFgwIAK7Ss4OFgA4ptvvlGU+/v7C0Bs2bLlvmINCwsTgAgLC7uv/VQnli1bZu4QLIrSfISGCgFC2NsLkZVlhqDMSI1vHzNmCKHRiEwaiDHsEvp/E4T4lCWisFUbIU6eNHeEZqPGt43bkD6USB9GTJl7VIlbyZ6enlhbW/P2228byuzs7HjjjTc4evQoFy5cKPe+PDw80Gg0vHyHp/uzs7MpLGOqMknFef/9980dgkVRmo/isQuffx7q16/kgMxMjW4ft3RdbtBQg9eXocyx/RmA75nN2OSVZA4aA1u3mjlQ81Cj20YpSB9KpA91qBKJYXh4OF26dMHBwUFR3q9fPwAiIiLKtZ+CggI2b97MwIEDadeuXal1Xn/9dRwcHLCzs8PJyYnQ0ND7CV2CnOj8dm73odPpcwOoWb2Ri6nR7eO2rssrmzXm26RX2PjET9hr8tjDaBzz/Ime9IX+ecOq8eSPyajRbaMUpA8l0oc6VImb86mpqbRo0aJEeXFZSkpKufbj6+vLlStXmFbKBLS1a9dm4sSJjB49msaNGxMVFcWPP/7I4MGDOXLkCI899lip+9RqtWi1WsPPOTk55YqlJjFx4kRzh2BR3O4jMBBSU+GBB6AmzvBUo9vHbV2XJ06cCE2bMuX4LDqf0DF+ouDcha44cgyPeS8z5u+p4OYG9vZmDrxyqNFtoxSkDyXShzpUiSuGeXl52Nralii3s7MzrC8PHh4e1KpVixdLGQtk4MCBeHp68u9//5vnn3+ezz77jJCQEDQaDXPmzClzn4sXL6ZBgwaGZejQoYA+mXV2dkar1Rr+q1m+fDlpaWls3ryZyMhIgoKC8PX1JTY2ljVr1pCdna2om5mZybp164iOjubAgQP4+/tz5swZPDw8uHLliqJuXl4erq6uxMfH4+Pjw+HDhwkLC8PT05OUlBRFXZ1Ox8qVK0lOTmb79u2EhoYSEhLCrl27SEhIwMXFpUTc6enpbNy4kcjISAIDA/H19SUmJgZ3d/cScWdlZbF27VpiYmLYt28ff/75J6dPn2bDhg1kZGQo6ubn5+Pq6kpCQgLe3t4cOXKE0NBQtm3bRkpKCitWrKCoqIjly5dTVFTEihUrSElJYdu2bYSGhnLkyBG8vb1JSEjA1dWV/Px8xf4zMjLYsGEDp0+fxt/fn3379hETE8PatWvJyspS1M3Ozsbd3Z2YmBh8fX0JDAwkMjKSjRs3kp6erqir1WpxcXEhISGBXbt2ERISQmhoKNu3byc5OZmVK1ei0+kU26SkpODp6cn69es5fPgwPj4+xMfHM29eDAAPP3yG2rX1da9cuYKHhwdnzpzB39+fAwcOEB0dzbp168jMzCwR95o1a4iNjcXX15egoCAiIyPZvHkzaWlpJeJ2dnYmMTGRnTt3EhISwokTJ9ixYwcXL15k1apVFBYWKrZJTU3F09OT8PBwDh06xO7du4mLi2P16tXk5uYq6l69ehUPDw+ioqLw8/Pj4MGDREVFsX79eq5du6aom5OTg5ubG9u2bWPv3r0EBwcTERHBli1bSsRdUFCAs7MzSUlJeHl5cfz4cY4fP46XlxdJSUk4OztTUFBQ4ru2ZcsWIiIiCA4OZu/evcTGxuLm5kZOTo6i7rVr11i/fj1RUVEcPHgQPz8/oqKi8PDw4OrVq4q6ubm5rF69mri4OHbv3s2hQ4cIDw/H09OT1NRURd3CwkJWrVrFxYsX2bFjBydOnCAkJISdO3eSmJioP0fc4vvrr782nCNsbP9m2bIQeva8ShYNGMsulmxqx6Wu3SA5uVqdI/z9/Us9R3z99dc18hwRFhamOEe4urqSl5fH1/+bgLumnSNiY2NLPUfc6qNanyPKkUckJSVhMkzwzKPq9OjRQwwfPrxE+d9//y0AsWrVqrvuIzs7W9SpU0c899xzFTr2Sy+9JGrXri0KCwtLXZ+fny+uX79uWAIDA2Xnk9s4WYMfni+NW33k5QnRoIG+s0FAgPliMieyfRgpzYVWK8S77wpDp5SX8BC5zTsIcfy4GSKsXGTbUCJ9KJE+jNS4zictWrQgNTW1RHlxWcuWLe+6jx07dnDjxo1SbyPfidatW3Pz5k1yc3NLXW9ra4uDg4NhqVevXoX2XxMoy11N5VYfu3fD9evw0EMweLAZgzIjsn0YKc1F7dqwcqV+sbERbGQqT17aQtLgacaHU6spsm0okT6USB/qUCUSw969e3Pu3DmysrIU5ceOHTOsvxvr16+nXr16PP/88xU6dnx8PHZ2djLhuw9u/73VdG71UTwF3tSpYFUlvo2mR7YPI3dy8e67cPCghiaNiwjncfpqDxE8dQXMnavv3VwNkW1DifShRPpQhyrxp2jSpEnodDpcXFwMZVqtFjc3NxwdHWndujUAN27cIDo6moyMDMX26enpHDhwgAkTJlCnTp1Sj5Genl6i7NSpU+zcuZMRI0ZgVVP/apuArl27mjsEi6LYx/XrUDxwfwUvZFcrZPswcjcXQ4bAiVArevcWpNOU4fjhvOiyftq8anj1RLYNJdKHEulDHapEtuPo6MjkyZOZM2cOn376KS4uLgwfPpzz58/z/fffG+odP36c7t27l+jCvmnTJgoLC+94G3nKlCmMGTOGb775hj/++IMPP/yQgQMHUqdOHZYsWaLaZ6sJBAYGmjsEi6LYx7ZtoNXCww9Dr15mDsqMyPZhpDwu2raFw4c1TJkChdTiXZx5b9tT3Bw4DCowpmtVQLYNJdKHEulDJUzwzGOlkJeXJz7++GPRvHlzYWtrK5544gmxd+9eRZ3i2Uvmz5+vKO/fv79o2rRpmR1IhBBi6dKlol+/fqJRo0bCxsZGtGjRQrzyyisiNja2QnHKmU9KkpOTY+4QLIpiH089pe9McNskPDUO2T6MVMRFUZEQ334rhEZTJECIIQSItCY9hDhyRMUIKxfZNpRIH0qkDyOmzD2qTGJYVZCJYUnktEVKli1bJlJShNBo9IlhfLy5IzIvsn0YuRcXu3YJUb+eToAQbTgvwm36CrF2rQrRVT6ybSiRPpRIH0ZMmXtohKhhQ+mrjEknspZUW375BT76CAYOhMOHzR2NpKpz9iyMG1tEbJwV9txgDa/x4uwO8O23NbdXk0RSgzBl7iHPGBLVkdMWKVm+fLmhN3JNnALvdmT7MHKvLrp3h2MnrBg5QpBHHaawmS++q0/RuAmQnW3iKCsP2TaUSB9KpA91kImhRHVeltmPgn79XiE0VD8LWimT8NQ4ZPswcj8uHngAfHZr+OQT/c/f8gXjvN8kq/8IOH9eWfnMGRg/Xv9qwci2oUT6UCJ9qINMDCWqs3fvXnOHYFF8952+5+iIEdCkiZmDsQBk+zByvy6sreH77+Gvv8DOtghvxtI/6k9iH58Chw4Z6p1xDWG812uc+fPY/YasKrJtKJE+lEgf6iATQ4nqlGcA8pqCEBAa2gWo2WMX3opsH0ZM5WLaNAg+ZEWr5oWc5WH6XduL77DFsHo1AN4+GrwYj4+PSQ6nGrJtKJE+lEgf6iATQ4nqXLp0ydwhWAyhoZCUZEudOjBunLmjsQxk+zBiShd9+0JouA0D++vI5AFG63by4xtRiGmv4BfXFgC/f9pAWBicPKlfkpNNdnxTINuGEulDifShDjbmDkBS/ZEd342sX69/HTcO5CyLemT7MGJqF82bg1+ANa8128PG68/yCT/i5+FDMIMACBJPEtb3STToj9us+4O0itpv0hjuB9k2lEgfSqQPdZCJoUR1WrRoYe4QLAKdDjZu1L+Xz0wbke3DiBoubG0hyu4xuK7/eQ9j4H+JoBZb+hJmqNvrahqnTB7BvSPbhhLpQ4n0oQ7yVrJEdcLDw80dgkXg5wdpaVCvXj4jR5o7GstBtg8jarmY9J/mt5VoABC3/QmY/H4zVY5/r8i2oUT6UCJ9qINMDCWqM3r0aHOHYBEUj104ebKGWrXMG4slIduHEbVczJ0LX3995zoLF8KXX6py+HtGtg0l0ocS6UMdZGIoUZ31xQ/W1WDy8mDrVv17Bwdv8wZjYcj2YURNF3PnwkeP+Ze67lUbD758NVG1Y98rsm0okT6USB/qIKfEMzFySjxJaXh6wuTJ0KYNJCTIWcokZqCoiP/W+5NleW8AxbeRBaDBjjyOtXyBXked9Y1UIpFUKeSUeJIqhZy2yNgbeepU+P136eNWZPswoqaLotw8NhZMRGBFgwYwbx40cNBfF8jHnuEpazkz6B24cEG1GCqKbBtKpA8l0oc6yCuGJkZeMSxJTk4O9Wrw2CzXrumHDbl5EyIjoX37mu3jdmp6+7gVNV3k5sLQIYI2bTWsWgVNm8Lly/DGG+B3sIgbeVY04TIBD73Kw0f/hIceUiWOiiDbhhLpQ4n0YUReMZRUKbZs2WLuEMzK1q36pLBnT3jkEenjdqQPI2q6qFsXjh3XsG2bPikE/euuXXA+0YrHet4knaYMv+hO9MB/w8WLqsVSXmTbUCJ9KJE+1EEmhhLVefLJJ80dglkp7o1cPAVeTfdxO9KHEbVdWFuXXt6kCewPqM2jD98kjeYMv7CGc4NeN/tMKLJtKJE+lEgf6iATQ4nqxMXFmTsEs5GcDAEB+vdTp+pfa7KP0pA+jJjTxYMPwoHA2jzS7SaptMQpaQ3/DJpu1uRQtg0l0ocS6UMdZGIoUZ26deuaOwSzsXEjCAFPPglt9dPT1mgfpSF9GDG3i8aN4WBQbXp0uUkKrXBKdCPuyemQkmKWeMztw9KQPpRIH+ogE0OJ6tSvX9/cIZiN4tvIt06BV5N9lIb0YcQSXDRpok8Ou3e6yUVa43R+NQlPvgqpqZUeiyX4sCSkDyXShzrIxFCiOrGxseYOwSxER8PJk2Bjox/DsJia6qMspA8jluKiWTPwC65N1w43uUAbnBL+JPHJaXDpUqXGYSk+LAXpQ4n0oQ4yMZSozpAhQ8wdglkovlo4cqT+Fl0xNdVHWUgfRizJRfPm+uSwc7ubJNIOp3hXkp58uVKTQ0vyYQlIH0qkD3Ww+MRQq9Uye/ZsWrZsib29PY6Ojuzfv/+u2wUEBKDRaEpdQkJCTHYcyd2piUMKCGEc1Lq4N3IxNdHHnZA+jFiai5Ytwf9QbTq2KSCBDgyPc+Hi4KmQllYpx7c0H+ZG+lAifaiDxQ9wPXXqVDw9PZk5cyadO3dmzZo1nDhxAn9//zt2VQ8ICMDJyYkZM2bwxBNPKNaNGjWKxrdewrmP49yOHOBaAnDsGPTvrx87Li1N/yqRVFUuXIBhgwqIv1CLzpwjoPPbtAzepL/nLJFIzI5Jcw9hwRw7dkwA4ocffjCU5eXliY4dO4oBAwbccVt/f38BiC1btqh6nNsJCwsTgAgLC6vQdtWZZcuWmTuESueDD4QAIaZNK7muJvq4E9KHEUt2kZgoRLuHbgoQogvRIqXzECHS0lQ9piX7MAfShxLpw4gpcw+LvpXs6emJtbU1b7/9tqHMzs6ON954g6NHj3KhnHN6ZmdnU1hYqPpxJKXzzjvvmDuESqWwEDZt0r+/tTdyMTXNx92QPoxYsos2bcA/uBZtWhZwjq4Mj11F2pDJkJ6u2jEt2Yc5kD6USB/qYNGJYXh4OF26dMHBwUFR3q9fPwAiIiLuuo/XX38dBwcH7OzscHJyIjQ01KTH0Wq1ZGVlGZacnJy7xlTTWL16tblDqFQOHtTPQdu4MTzzTMn1Nc3H3ZA+jFi6i3bt9Mlh6xYFRNOd4TG/c3nIJNWSQ0v3UdlIH0qkD3Ww6MQwNTWVFi1alCgvLku5w6CrtWvXZuLEiSxduhQvLy8WLVrE6dOnGTx4MOHh4SY7zuLFi2nQoIFhGTp0qGGfzs7OaLVali9fDsDy5ctJS0tj8+bNREZGEhQUhK+vL7GxsaxZs4bs7GxF3czMTNatW0d0dDQHDhzA39+fM2fO4OHhwZUrVxR18/LycHV1JT4+Hh8fHw4fPkxYWBienp6kpKQo6up0OlauXElycjLbt28nNDSUkJAQdu3aRUJCAi4uLiXiTk9PZ+PGjURGRhIYGIivry8xMTG4u7uXiDsrK4u1a9cSExPDvn37eOCBBzh9+jQbNmwgIyNDUTc/Px9XV1cSEhLw9vbmyJEjhIaGsm3bNlJSUlixYgVFRUUsX76coqIiVqxYQUpKCtu2bSM0NJQjR47g7e1NQkICrq6u5OfnK/afkZHBhg0bOH36NP7+/uzbt4+YmBjWrl1LVlaWom52djbu7u7ExMTg6+tLYGAgkZGRbNy4kfT0dEVdrVaLi4sLCQkJ7Nq1i5CQEEJDQ9m+fTuurjcAmDy5CGdn4zYpKSl4enrSunVrDh8+jI+PD/Hx8bi6upKXl6fY/5UrV/Dw8ODMmTP4+/tz4MABoqOjWbduHZmZmSXiXrNmDbGxsfj6+hIUFERkZCSbN28mLS2tRNzOzs4kJiayc+dOQkJCOHHiBDt27ODixYusWrWKwsJCxTapqal4enoSHh7OoUOH2L17N3FxcaxevZrc3FxF3atXr+Lh4UFUVBR+fn4cPHiQqKgo1q9fz7Vr1xR1c3JycHNzo3v37uzdu5fg4GAiIiLYsmVLibgLCgpwdnYmKSkJLy8vjh8/zvHjx/Hy8iIpKQlnZ2cKCgpKfNe2bNlCREQEwcHB7N27l9jYWNzc3MjJyVHUvXbtGuvXrycqKoqDBw/i5+dHVFQUHh4eXL16VVE3NzeX1atXExcXx+7duzl06BDh4eF4enqSmpqqqFtYWMiqVau4ePEiO3bs4MSJE4SEhLBz504SExNLnCMyMjIs/hyh0STw9ntbadW0gCh68FT0cmIecSIjOvqezxH+/v6lniMyMjKq5TkiOTmZlStXotPpFNsUnyPCwsJKPUdkZGTUyHNEbGxsqeeIW33UlHNEWXlEUlISJsMEt7ZVo0OHDuLZZ58tUR4XFycA8csvv1Rof7GxscLe3l6MHDnSZMfJz88X169fNyyBgYHyGcPb2LFjh7lDqDRyc4WoV0//fOHhw6XXqUk+yoP0YaQquTh3TogWTQoECNGLCJHx8GAh0tNNeoyq5KMykD6USB9Gaswzhvb29mi12hLl+fn5hvUVoVOnTowbNw5/f390Op1JjmNra4uDg4NhqVevXoViqgmUdjW2uuLtDTk5+ltuAwaUXqcm+SgP0oeRquSic2fwD7ahWeNCInmUp6OWcnXYC3DlismOUZV8VAbShxLpQx0sOjFs0aIFqaVMw1Rc1rJlywrvs3Xr1ty8eZPc3FxVjyOpmRSPXTh1Kmg05o1FIlGbrl3BP8iGpg8WEsFjjPj7Z64Nm2DS5FAikVQuFp0Y9u7dm3PnzpGVlaUoP3bsmGF9RYmPj8fOzk5xZU+N40iMlJZ0V0euXoU9e/Tvbx/U+lZqio/yIn0YqYouuncHv0AbmjQqJIy+jDzzI5lOE/RfiGLOnIHx4/WvFaAq+lAT6UOJ9KEOFp0YTpo0CZ1Oh4uLi6FMq9Xi5uaGo6MjrVu3BuDGjRtER0cbHkQFSC+ll9ypU6fYuXMnI0aMwMrK+NHLexzJvfHYY4+ZO4RKwdMTCgqgVy/o0aPsejXFR3mRPoxUVRc9esDBABsebFjICfox6vT3ZA0fb0wOvb3Bywt8fCq036rqQy2kDyXShzpYdGLo6OjI5MmTmTNnDp9++ikuLi4MHz6c8+fP8/333xvqHT9+nO7duxt67QBMmTKFMWPG8M033/DHH3/w4YcfMnDgQOrUqcOSJUvu6TiSe2NP8WW0ak7x3Mh3uloINcdHeZE+jFRlF488ok8OGzUo5Bj9efbUYrKfGg/XroGfn75S8Ws5qco+1ED6UCJ9qIQJOsOoSl5envj4449F8+bNha2trXjiiSfE3r17FXWKZzmZP3++oWzp0qWiX79+olGjRsLGxka0aNFCvPLKKyI2Nvaej1Me5MwnJbl586a5Q1CdpCR9T2TQzxBxJ2qCj4ogfRipDi5OnhSiYT39DClPEiSyu/YRws5O/+WwsxMiNFSIsDD9cvHiHfdVHXyYEulDifRhxJS5h8UnhlUNmRiWpCZMW/T99/q/e0OG3L1uTfBREaQPI9XFRWinKaIB1/TfCQJEDnX0XxCNxvgfFAjRq9cd91NdfJgK6UOJ9GHElLmHRgghzHrJspph0omsJVWG3r3h1ClYtQrkLE2SGs/ChZyYt5OnOUAWDXDCD2+eow55Jerx5ZfmiVEiqUaYMvew6GcMJdWDW5/9rI78/bc+KaxVCyZNunv96u6jokgfRqqNi7lzeeLr5/FlJPXJwp/hPM9O8rAz1ilHUlhtfJgI6UOJ9KEOMjGUqM7kyZPNHYKqFHc6GTUKHnzw7vWru4+KIn0YqVYu5s6l/0eD2Mso6pHNQZ5mPDvIxxY++qhcVwqrlQ8TIH0okT7UQSaGEtUJCgoydwiqIUT5eyMXU5193AvSh5Fq56KwkIGaEPYwmrrksI+RTGA7+SER5dq82vm4T6QPJdKHOsjEUKI6nTt3NncIqnH0KJw/D/Xqwdix5dumOvu4F6QPI9XKRVERbNwIQvBkwzP4/GszdchlL88y6ciHaN087rqLauXDBEgfSqQPdZCJoUR1srOzzR2CahRfLZwwAerUKd821dnHvSB9GKlWLvLyoHVr/ZcjJoah7v/G21OLvSYPH55j8hv1uenrb6he2uQo1cqHCZA+lEgf6iATQ4nq3DovdXWioAA2bdK/f/nl8m9XXX3cK9KHkWrlom5dOHYMtm2Dpk0BcJrYiF2+tthZ3WSXGMuU53IoCIsESp8cpVr5MAHShxLpQx1kYihRnY4dO5o7BFU4cAAyMqBJE3j66fJvV1193CvSh5Fq58LaukTRU89Y4eUFthotOwrHMvXJCxTEJZU6OUq183GfSB9KpA91kImhRHUOHTpk7hBUYf16/euUKWBjU/7tqquPe0X6MFJTXIx4rjZ//F6ADQVszR/D6EcvEhysH1I3KAjCwuDkSVi//izJyWYO1oKoKe2jvEgf6iAHuDYxcoDrkuTk5FCvXj1zh2FScnOhWTP969Gj0L9/+betjj7uB+nDSE1y8eijEBl5a4kANGg0+t7+xfTqpR8nVFKz2kd5kD6MyAGuJVWKNWvWmDsEk7Nzpz4pbN8eHB0rtm119HE/SB9GapKLkoPBawBlUgggh6ozUpPaR3mQPtRBXjE0MfKKYc1g7Fj9w/JffAGLFpk7GomkarJwIcybd+f1csY8ieTuyCuGkipFdZu26MoV2LtX/768g1rfSnXzcb9IH0Zqmou5c/WToJTGrFnQsGHN8nE3alr7uBvShzrIxFCiOtPuJXuyYLZsgcJC6N0bunev+PbVzcf9In0YqYkuCgtBo9EvRgTng5NqpI87IX0okT7UQSaGEtXZvXu3uUMwKRWdAu92qpuP+0X6MFLTXNwyOQoNGsDcLwW1rAoBDduOP4TnbHdzh2hR1LT2cTekD3WQiaFEdR577DFzh2AyEhMhOFh/deOll+5tH9XJhymQPozUNBe3TY7C1ws1xP6j4YFa2QisWPTHBNICzpo7TIuhprWPuyF9qINMDCWqk5qaau4QTMbGjfrXoUPhoYfubR/VyYcpkD6M1DQXpUyOQtv21sTE1aKD7UWSaMvzI/K5ce6ieQO1EGpa+7gb0oc6yMRQojoa5cNDVZriQa0rMgXe7VQnH6ZA+jBSE12UMjkKTVrbsSeoHo2srnG84DFe6RuN7kpmpcdmadTE9nEnpA91kImhRHWaN29u7hBMwunT+qVWrdLGYCs/1cWHqZA+jEgXRrr0a8iyn/7Blny2Zz/NJ4/uA63W3GGZFdk+lEgf6iATQ4nqREREmDuE++bMGZg4Uf9+9Gh44IF731d18GFKpA8j0sVtNI3F/bs0AH5JfpFlAzz0PVZqKLJ9KJE+1KHKJIZarZbZs2fTsmVL7O3tcXR0ZP/+/Xfc5sSJE7z//vv06NGDunXr0qZNG1588UXOnTtXom5AQAAajabUJSQkRK2PVSMYNWqUuUO4b3btgthY/fv7HSGhOvgwJdKHEelCyahRo5jyaVuWvPkPAP8Nn47XhDXmDcqMyPahRPpQhyqTGL722mv8/PPPTJs2jaVLl2Jtbc3o0aPvOIn2d999x9atW3nqqadYunQpb7/9NkFBQTz++OOcOXOm1G1mzJjBunXrFEunTp3U+lg1Ao/i8V2qMNu26V+treG55+5vX9XBhymRPoxIF0qKfXzq0om3nWIRWDF150uc+GiDmSMzD7J9KJE+1KFKTIl3/PhxHB0d+eGHH/j4448ByM/Pp2fPnjRt2pQjR46Uut2RI0fo27cvtWvXNpTFxsbyyCOPMGnSJP766y9DeUBAAE5OTmzZsoVJ9/EAmZwSr3pw8SJcvqx/L4R+PmSdTp8YHjtmHIy3WTNo1cp8cUokNYXCQhjbI5695zrQjEuELAul3fv3+V+aRFJNqHFT4nl6emJtbc3bb79tKLOzs+ONN97g6NGjXLhwodTtBg4cqEgKATp37kyPHj04e7bssbGys7MpLCw0TfCSKjlt0Zgx0KePfunbV58Ugv7xpr59jetGj674vquiDzWRPoxIF0pu9WFjA5tPtOfRxhdJozmjP+hIpnfZd4yqI7J9KJE+1KFKJIbh4eF06dIFBwcHRXm/fv2Aij2AKoQgLS2Nxo0bl7r+9ddfx8HBATs7O5ycnAgNDb3j/rRaLVlZWYYlJyen3LHUFF5//XVzh1BhyrpofPv19cmTK77vquhDTaQPI9KFktt91HfQ4B3aglZ2VzhLd16YUMTNiCgzRVf5yPahRPpQhyqRGKamptKiRYsS5cVlKSkp5d7X+vXrSU5OZsqUKYry2rVrM3HiRJYuXYqXlxeLFi3i9OnTDB48mPDw8DL3t3jxYho0aGBYhg4daojZ2dkZrVZr+K9m+fLlpKWlsXnzZiIjIwkKCsLX15fY2FjWrFlDdna2om5mZibr1q0jOjqaAwcO4O/vz5kzZ/Dw8ODKlSuKunl5ebi6uhIfH4+Pjw+HDx8mLCwMT09PUlJSFHV1Oh0rV64kOTmZ7du3ExoaSkhICLt27SIhIQEXF5cScaenp7Nx40YiIyMJDAzE19eXmJgY3N3dS8SdlZXF2rVriYmJYd++fXzzzTecPn2aDRs2kJGRoaibn5+Pq6srCQkJeHt7c+TIEUJDQ9m2bRspKSmsWLGCoqIili9fTlFREStWrCAlJYVt27YRGhrKkSNH8Pb2JiEhAVdXV/Lz8xX7z8jIYMOGDZw+fRp/f3/27dtHTEwMa9euJSsrS1E3Ozsbd3d3YmJi6NfPl9dfT7hjW3r++RNMm5bArl27CAkJITQ0lO3bt5OcnMzKlSvR6XSK/aekpODp6clPP/3E4cOH8fHxIT4+HldXV/Ly8hR1r1y5goeHB2fOnMHf358DBw4QHR3NunXryMzMLBH3mjVriI2NxdfXl6CgICIjI9m8eTNpaWmKulqtFmdnZxITE9m5cychISGcOHGCHTt2cPHiRVatWkVhYaFim9TUVDw9PQkPD+fQoUPs3r2buLg4Vq9eTW5urqLu1atX8fDwICoqCj8/Pw4ePEhUVBTr16/n2rVriro5OTm4ubmxfPly9u7dS3BwMBEREWzZsqVE3AUFBTg7O5OUlISXlxfHjx/n+PHjeHl5kZSUhLOzMwUFBSW+a1u2bCEiIoLg4GD27t1LbGwsbm5u5OTkKOpeu3aN9evXExUVxcGDB/Hz8yMqKgoPDw+uXr2qqJubm8vq1auJi4tj9+7dHDp0iPDwcDw9PUlNTVXULSwsZNWqVVy8eJEdO3Zw4sQJQkJC2LlzJ4mJiSXOER988EGNPEf4+/uXeo744IMPSpwjkpKP8cPKJOpa5eJfOITX+p1Cl3TBcI7Y8MUX5I0cyYFff1X1HOHr60tgYCCRkZFs3LiR9PT0Et81FxcXEhIqfo4ICwsr9RzxwQcf1MhzRGxsbKnniFt91JRzRFl5RFJSUpl/qyqMqAJ06NBBPPvssyXK4+LiBCB++eWXcu3n7NmzwsHBQQwYMEAUFhbetX5sbKywt7cXI0eOLLNOfn6+uH79umEJDAwUgAgLCytXTDWBf/75x9whVBidTogPPxRCf42w5DJr1r3vuyr6UBPpw4h0oeROPvZsui6sKRAgxIKmK4TIzNSvWLxY/yVdsqSSoqw8ZPtQIn0YCQsLM1nuUSWuGNrb26MtZWDT/Px8w/q7cenSJcaMGUODBg0MzyzejU6dOjFu3Dj8/f3RFT9kdhu2trY4ODgYlnr16t11vzWNmJgYc4dQIQoKYPp0+OUXY1lxZxONRr/czyOoVc2H2kgfRqQLJXfyMepFB37/JhOABZffw73/Sv0A2H5++grFr9UI2T6USB/qUCUSwxYtWpQ6J2JxWcuWLe+4/fXr13n22WfJzMxk7969d61/K61bt+bmzZvk5uZWLGiJgdufDbVkcnNh3Dj46y+wsoLi0Bs0gHnz9K9CwIYN9z7OblXyURlIH0akCyV38/H254357MV4AN6MnoXfk/MgOFi/MigIwsLg5En9kpysdriqI9uHEulDHapEYti7d2/OnTtHVlaWovzYsWOG9WWRn5/P2LFjOXfuHN7e3jz88MMVOnZ8fDx2dnbySuB9ULduXXOHUC6uXoVnnoE9e8DeHjZvhs6dYcIEiImBr77Sv06YAG3aQF7evR2nqvioLKQPI9KFkvL4+ObsC0xhI4XU4oXQOUTlt9ev0GrvfwgBC0O2DyXShzpUicRw0qRJ6HQ6XFxcDGVarRY3NzccHR1p3bo1ADdu3CA6OpqMjAwAdDodU6ZM4ejRo2zZsoUBAwaUeYz09PQSZadOnWLnzp2MGDECK6sqocoiiYuLM3cId+XiRRg8GI4ehYYN4cAB/RR4x47pB7du2lRfr2lT/c8hIXCv56Sq4KMykT6MSBdKyuPDavJE1vAagzjEdRoymt1coplphhCwMGT7UCJ9qIPNnVZev36devXqlet5PDVxdHRk8uTJzJkzh8uXL9OpUyfc3d05f/48f/75p6He8ePHcXJyYv78+SxYsIBZs2axc+dOxo4dy9WrVxUDWgO88sorhvdTpkzB3t6egQMH0rRpU6KionBxcaFOnTosWbKk0j5rdWTQoEHmDuGOxMTAiBGQlAQtW4KvL/TsqV9XVtO/n6+EpfuobKQPI9KFknL5mDsXO2DHvPEM5AixdGEsuwhgGHW5oa+zcCF8+aWqsVYGsn0okT7UocRlsNDQUEaNGkWdOnV48MEHCQwMBCAjI4Nx48YREBBQ2TECsHbtWmbOnMm6deuYMWMGBQUFeHt7M2TIkDK3KR7fcNeuXbz66qslllsZP348GRkZ/Pzzz7z33nts2rSJF154gdDQULp3767mR6v2bN261dwhlEloKDz5pD4p7NIFjhwxJoVqYck+zIH0YUS6UFJuH3Pn0vij6exmNA+SQShP8DIe6LCCWbOqRVIIsn3cjvShDoop8Y4cOcLw4cNp1aoVTz31FK6urhw4cIDhw4cDMGzYMFq0aMGGDTVznsryIKfEqzocOKB/XjAnR/8o0u7d0KSJuaOSSCT3xH//C8uWcUQMYDgH0WLHDJay9K2/4ZbHkCSS6ohqU+J9/vnndO/enaioKL799tsSlZ2cnAwdPiSS8mKJ0xZt3qx/Fj0nB556Sj+yRWUlhZbow5xIH0akCyXl9lFUBBs3ghAMbBjFuue3APAb/2Xpn/X0ww1UA2T7UCJ9qIMiMTxx4gSvv/46tra2aIoHbruFVq1acenSpUoLTlI9ePfdd80dgoKVK+Gll/TjFU6aBD4+UL9+5R3f0nyYG+nDiHShpNw+8vKgdWvDEAKTvV7l+/8kAvBh0Y/seGZFyc4oVRDZPpRIH+qgSAxr1apF0R0GZ0tOTpbDtkgqjKurq7lDAPR/F776Ct57T//+3Xf1FxlsbSs3DkvxYSlIH0akCyXl9lG3bokhBD5e1pZ3xyYjsOLlo+9z/O2q71a2DyXShzooEsP+/fvj6elZasXc3Fzc3NwMcwFLJOXlueeeM3cI6HTw/vuwYIH+5/nz4fff76938b1iCT4sCenDiHShpEI+bvsyazSwbFsrnu15gTzqMNb1eRKW7jRxhJWLbB9KpA91UCSGX331FaGhoYwZM4Y9e/YA+rH8XF1d6dOnD+np6cydO9csgUqqLqGhoWY9vlYLL7+sTwQ1Gli2TJ8glvK0RKVgbh+WhvRhRLpQcr8+bGxg05HW9G6azGWaMfrDLlzzPW6i6Cof2T6USB/qoEgMHR0d2b17N//88w//+te/AJg1axZvv/02Op2O3bt306tXL7MEKqm6tGrVymzHzs6G557TdzapVQs8PPRXDs2JOX1YItKHEelCiSl81K8P3iea85BdBtGiGy+MLUAbc/7+gzMDsn0okT7UocQA18OHDycmJoaIiAhiY2MpKiqiY8eO9OnTp9QOKRLJ3dDpdGY5bno6jBkDJ07oH0Hatk0/kLW5MZcPS0X6MCJdKDGVj1ZtrPHxr8OTg3IIKBjEm467WJvYCE2DqjXXrmwfSqQPdShz5pPevXvfcQ5iiaS8XL58udKPmZgII0fqZzV58EH9GIX9+lV6GKViDh+WjPRhRLpQYkofvfrXYeu6dEZPs+Wv62Pp0Hc9X52dor/fXEWQ7UOJ9KEOim9EUFDQHStrNBrs7Ox46KGHaNGihaqBSaoPjz76aKUe7++/9UlhcrJ+BIt9+6Bbt0oN4Y5Utg9LR/owIl0oMbWPZ15uwqqz53lzUTu+/mca7Ud78Nq+l016DDWR7UOJ9KEOimcMhw0bhpOTU5nLsGHD6N+/Pw899BDdunVj06ZN5opbUoXYu3dvpR3r6FEYPFifFHbvrp/izpKSQqhcH1UB6cOIdKFEDR9vLGzHFy+cBeCt/ZM58N+q01NZtg8l0oc6KKbE27dvH7Nnz0ar1fLWW2/RqVMnAGJjY3F1dcXe3p4vv/ySxMREnJ2dOXfuHJs2bWLSpElm+wCWhpwSryRarRbbShgscM8emDhRP9Zt//7g7a2/jWxpVJaPqoL0YUS6UKKWDyHglcf+xuNUDxy4zmHnv+n59kCTH8fUyPahRPowotqUeHv37sXOzo6IiAg+/PBDxo4dy9ixY/noo484efIktWrVIiQkhJkzZxIeHk737t357rvv7isASfXnjz/+UP0Y69fD88/rk8JRo/TzIFtiUgiV46MqIX0YkS6UqOVDo4HVIQ8zuGkMWTRg9LutSQk4p8qxTIlsH0qkD3VQXDFs1qwZX375JR988EGplZctW8Y333xjmBZvyZIlLFy4kNxqMg+lKZBXDCufpUth5kz9+2nTwM1NPzSNRCKR3ImrqVoGdrxETF5bHq99msDo5tRrX0mTpkskJkS1K4a5ubmkpaWVWTk1NZWcnBzDzw0bNsTaHFNHSKoUak10LgR88YUxKfzvf2HtWstPCuXE70qkDyPShRK1fTRqYcvuoPo0sbrCyZuP8FKfWApztQCcOQPjx+tfLQXZPpRIH+qgSAyHDx/Or7/+ire3d4mKu3btYunSpQwfPtxQFhERQbt27VQPUlK1mTx5ssn3WVgIb78N336r//mbb+CXX8DK6s7bWQJq+KjKSB9GpAslleGjQ99G7FyfhR15+FwbyH/7BCOKBN7e4OUFPj6qh1BuZPtQIn2og+LP6PLly2nWrBnjxo2jTZs2ht7Ibdq0Yfz48TRr1oxly5YBkJ+fT1JSEm+++aZZApdUHQIDA026v/x8ePFFcHXVJ4IuLvD55+ab4q6imNpHVUf6MCJdKKksH/1fas9fX8agoYjfY57ml7EH8fPTryt+tQRk+1AifaiDYhzDNm3acPr0aVatWoWvry+JiYkAdO/enZkzZ/LOO+9Qt25dAOzs7Ni9e3flRyypcnQz4Xgx16/DuHEQGAi1a8OGDfDCCybbfaVgSh/VAenDiHShpDJ9OL7Tm5lHIvjFrzezdg+nlo0OsCYoCMLCjP94NmsG5pqJTbYPJdKHOpQY8r1OnTp89NFHfPTRR+aIR1INyczMNMl+0tL0PY4jIvTzn3p5gZOTSXZdqZjKR3VB+jAiXSipTB9jxkBkZO///WRFQaG+X6ZWC337Guv16gWnTlVaWApk+1AifahDFXgiq/phiQ81q0leXl6F6pfmJz4eBg3SJ4VNm+qvGFbFpBAq7qO6I30YkS6UVKaPksPx6i8RGsft0GPOx9pk+1AifahDiSuGly5d4s8//+TkyZNcv36doqIixXqNRsPBgwcrLcDqSPFDzQMGQM+e5o5GfTp06FCh+rf7OXVKf6Xw0iVo314/xd3/xl6vklTUR3VH+jAiXSipTB9z5+pf580ru87ChfDll5UTT2nI9qFE+lAHxRXDyMhIHn74YRYtWkRcXBz+/v6kp6cTGxtLQEAAFy5cQNz+75PKaLVaZs+eTcuWLbG3t8fR0ZH9+/ebfNv7OU5FscSHmtXk8OHDFap/q5+gIBgyRJ8U9uoFhw9X7aQQKu6juiN9GJEulFS2j7lzoaynqD78b5FZk0KQ7eN2pA+VELfw7LPPitatW4vExESRnp4uNBqNOHjwoBBCiM2bN4sHH3xQHDt2TFQmL730krCxsREff/yxcHZ2FgMGDBA2NjYiODjYpNvez3FuJSwsTAAiLCzMUHbhghBhYfolNFQIOzshQP8aGmpcd/FihQ5VZcjKyrrj+rL81K4tRK1a+vePPSbE339XUsAqczcfNQ3pw4h0ocQcPmbMEEKj0S/6G8lFAoTo2ThFFBVVejgKZPtQIn0YKS33uFcUiaGDg4NYtGiREEKIK1euCI1GI/bv329YP2PGDDFkyJD7Pmh5OXbsmADEDz/8YCjLy8sTHTt2FAMGDDDZtvdznNsp7ZfTq1fxCUa/FJ9wjCce/dKrV4UOVWVYtmzZHdeX5ef2pbr4uZuPmob0YUS6UFLZPnQ6IZo21Z9vGjYUYt48Iera3jScg76fFFKp8dyObB9KpA8jqiWG9erVE3/88YcQQgidTidsbGzEpk2bDOv/+OMPUbdu3fs+aHn55JNPhLW1tbh+/bqi/NtvvxWASEpKMsm293Oc2yn+5XTpEia6dhWiTRsh6tYtPdG5fXnzTSEyMsp9qGrBtWtCvP12+fwsXGjuaCUSSXUmJ0eIPn2EmDBBiLQ0fVlamhCPNE3933lIJ7Z/HWnc4PRpIcaN079KJGbElImh4hnD9u3bk5CQAICVlRXt27fnwIEDhvVHjhyhYcOGqt/eLiY8PJwuXbrg4OCgKO/Xrx+gn3nFFNvez3HK4tw5iImBpCQo71TSrq7QuDE0aaJ/ru6dd/SzeezdC+fPw239gEyG2r2kf/ttOefP6z/Hr7/Cu+/CsGHQvDk88IB+gOq7Ye6Hvk2JnMZJifRhRLpQUtk+6taFY8dg2zb96Aegfz2V2ox3Ou4HrJg2rwNh2/Rj/Fb29CiyfSiRPtRB0St5xIgRbNmyhW+++QaA//u//2PWrFnEx8cjhCAgIIBZs2ZVWnCpqam0aNGiRHlxWUpKikm2vZ/jaLVatFqt4efiuaSXLdN3lrC3Bzs7/esPP5SeBD3+uD4hjI7WJ5IZGRAcrF9upU4d6NoVunWD7t2Nr507g61tmSHeFVP1kr5xQ58QR0crl3Pn/sN//1v2di1b6j/LlSuljw82a1b1SQoBXnnlFXOHYFFIH0akCyXm8GFtXbJMY6VhecRgzj8Ugu/1/ox9MYfj4dd46NaecrNnqx6bbB9KpA91UFwx/OKLL9iwYQMFBQUAzJw5k6+//porV65w/fp15s6dy6JFiyotuLy8PGxLyXjs7OwM602x7f0cZ/HixTRo0MCwDB06FID27VM5e9aZXr20BAYup1MniIk5hUYjAH3Pbo1GoNEIHnnkGlOnruHMmWx+/NGZsDD417/2MWtWPk88kUjHjlpsbIq4cQPCw/Wzfcybp58W7pFHwN6+iE6diujdO5F33slk5sxTODufIiAgAk9PT1JSUgz/WS1fvhydTsfKlStJTk5m+/btbN9+HYCNGy+TkJCAi4sLWq1WsU16ejobN27k1KlItm07wvffH+erry4xYkQUTz9dyIMPZlG3Ljz2GEydCl99BZs26RO9vDwNNjZFtGp1nTFjtIwYEcratfDxx5tJS8vnq69ccXVNoE2bBIOTW/0UFAiWL19OUVERK1asICUlhW3bthEaGsqRI0fw9vYmISEBV1dX8vPzFXFnZGSwYcMGTp8+jb+/P/v27SMmJoa1a9eSlZWlqJudnY27uzsxMTH4+voSGBhIZGQkGzduJD09XVFXq9Xi4uJCQkICu3btIiQkhNDQULZv305ycjIrV65Ep9MptklJScHT05MVK1Zw+PBhfHx8iI+Px9XVlby8PEXdK1eu4OHhwZkzZ/D39+fAgQNER0ezbt06MjMzS8S9Zs0aYmNj8fX1JSgoiMjISDZv3kxaWlqJuJ2dnUlMTGTnzp2EhIRw4sQJduzYwcWLF1m1ahWFhYWKbVJTU/H09CQ8PJxDhw6xe/du4uLiWL16Nbm5uYq6V69excPDg6ioKPz8/Dh48CBRUVGsX7+ea9euKerm5OTg5ubGn3/+yd69ewkODiYiIoItW7aUiLugoABnZ2eSkpLw8vLi+PHjHD9+HC8vL5KSknB2dqagoECxTVpaGlu2bCEiIoLg4GD27t1LbGwsbm5u5OTkKOpeu3aN9evXExUVxcGDB/Hz8yMqKgoPDw+uXr2qqJubm8vq1auJi4tj9+7dHDp0iPDwcDw9PUlNTVXULSwsZNWqVVy8eJEdO3Zw4sQJQkJC2LlzJ4mJiTg7Oyu+ax9//DFpaWls3ryZyMhIgoKC8PX1JTY2ljVr1pCdna3Yf2ZmJuvWrSM6OpoDBw7g7+/PmTNn8PDw4MqVK4q6eXl5uLq6Eh8fj4+PD4cPHyYsLKxc54jQ0FBCQkLYtWvXXc8RkZGRBAYG4uvrS0xMDO7u7iXizsrKYu3atcTExLBv3z78/f05ffo0GzZsICMjQ+EjPz8fV1dXEhIS8Pb25siRI4SGhrJt2zZSUlJYsWIFRUVFqp8jVq1xxW2T4GGrv0nVNePZvpe4HhAKQKG/P9cOHGDT7Nlw8iRuixbd1zkiLCys1HPExx9/XCPPEbGxsaWeI271UVPOEcVx336OSEpKwlRohKjk8WcqQM+ePWnWrFmJcROjoqLo0aMHq1at4p133rnvbe/nOLdfMYyIiGDo0KGEhYXx+OOPG8qLiqBFC7h8GRo2hBkz4LffIDNTf6siNVU/729ZFBbqB3k+e1Z/Fe7sWeP7rKyyt2veXHl1sVs3/fGtrPRTPAkBTz6pn3/Yzg4OHdKXFxZCXh5cu1byCuD162Uf74EHjMcpXmrViuPppztiU2LUTCP366cqER0dLadyugXpw4h0ocTifDz6KImRmfTjOJdpxnPsYgfjsdYI5UjYKk2PYnE+zIz0YeTkyZP06dOnRO5xLyj+VA8fPpwvvviCp556qtTK/v7+LFy4EL9KGoCvRYsWJCcnlyhPTU0FoGXLlibZ9n6OY2trq7jaWK9evVLr5eVB69b62TtWrdInO//5j/55uwsX9Ov/Nw11qdjYQJcu+mXcOGO5EPqk6fZk8exZSEnRj/936RL4+5e972Ly85VTP5WFlZV+oOnixK/49na3bvpb4sVzihZz4EACNjYd77jP+/VTlbh48aI8md2C9GFEulBicT4mTaJt5Dx28jzDCMCbscziJ34VHyrrqTQ9isX5MDPShzooEsOAgADefPPNMitfvnyZwMBA1YMqpnfv3vj7+5OVlaXoGHLs2DHDelNsez/HKS/FDzXf+vxK06b6h5x1utKfaykPGo3+Gb2WLWH4cOW6rCxjknhr4hgbW3Kap9KoVUv/j++tV/+6ddMPMP2/u+zlwrocH04tP5ZIeXzUJKQPI9KFEovz8b/pURznzWMt/+JFtrCUmXQmlv/wu76Oij3lLM6HmZE+1KHEzTnN7Zd7buGff/6hfv36qgZ0K5MmTUKn0+FyS48NrVaLm5sbjo6OtG7dGoAbN24QHR1NRkZGhbetaN37oaw2rFbbdnCAfv1g+nRYvBh27ND3lM7Ph/ffv/O2H3+snzw+NBT++kt/nps0Sd85pSJJIUCTJk3KVa+y/ZiL8vqoKUgfRqQLJRbp43/To0zGk2+ZA8AMfmMvI1XvKWeRPsyI9KEONu7u7ri7uxsKFi1axB9//FGiYmZmJpGRkYwePbrSgnN0dGTy5MnMmTOHy5cv06lTJ9zd3Tl//jx//vmnod7x48dxcnJi/vz5LFiwoELbVrRudaB2bX2v6dq14eefS66fNUvfg9pUREZG0rMmTApdTqQPJdKHEelCicX6KCwEjYbPxHecowtreJ0X2czh+J94RMXDWqwPMyF9qIPNjRs3SE9PNxRkZ2djddtT/hqNhrp16/Luu+8y704zjKvA2rVrmTt3LuvWrePatWv06tULb29vhgwZYtJt7+c4VZX/ndsA/a3l4veFhaY9zsiRI027wyqO9KFE+jAiXSixSB9FRbBxIwiBpmFDnN+I5fxP/gTgxHPb/82x2Gyad1bnzppF+jAj0odK3Dradbt27YSXl9d9j5pdkzHl6ONqUtrUTw0b6n9u2lS/3lTIaYuUSB9KpA8j0oUSi/RRyvQoV/aHiS7ECBDiiQbRIjerUJVDW6QPMyJ9GDFl7mHRw9VURUzZZVxNcnNh6FBo08bYC/jyZWMv4ICA6tMLWCKRSExKKT3i/tkSjuOLbbjKg0zsHMnm6F7VZogtieVjytzDKikpiYoukqpPWVM/bdsGISGmTQrltEVKpA8l0ocR6UKJxfoopUdcp8mPsWN+BLW4ydbYXnwxJtzkh7VYH2ZC+lAHjZWVVYWvGOp0OjViqRZUlSuGlUleXh729vbmDsNikD6USB9GpAslVdHHuok7+Ne28QD8OSuKf//4sMn2XRV9qIn0YcSkA1yvXr3aRGFJJKWzfv36O46PWdOQPpRIH0akCyVV0cernuOIfXQ7C09P4J2fOtOuRyLDX29rkn1XRR9qIn2og8306dPNHYOkmjP89pG3azjShxLpw4h0oaRK+tBo+Or4aP5ps58N6c8w8c2GHO16lW4DG933rqukDxWRPtThjo/G5uXlkZeXV1mxSKopZ8+eNXcIFoX0oUT6MCJdKKmqPjR2tqw++RgDbE+SWdSAMcPzyLiYf9/7rao+1EL6UIcSiWFSUhKvv/46zZo1o169etSrV49mzZrx73//m8TERHPEKKniNGzY0NwhWBTShxLpw4h0oaQq+7B7qDFefvVpb3WeeG0rxj+eiDb//gYBqco+1ED6UAfFXMnR0dE8+eSTZGZm8swzz9C9e3dD+dq1a9m1axeHDh2ia9euZglWUjWxq+gcetUc6UOJ9GFEulBS1X00GdgZ7z9CGPhGQw6nd+WNfpGsO9WLO8w8e0equg9TI32og+KK4WeffYaVlRXh4eHs2bOHn3/+mZ9//pndu3cTERGBlZUVn332mblilVRREhISzB2CRSF9KJE+jEgXSqqDj4f/3R/PD49gTSHrT/di4eTIe95XdfBhSqQPdVAkhoGBgcyYMYNHHik522PPnj15//33CQgIqKzYJNWEgQMHmjsEi0L6UCJ9GJEulFQXH0//PJqVI3YAMH9rLzwWnLun/VQXH6ZC+lAHRWJYUFBwxzGB6tSpQ0FBgepBSaoX27ZtM3cIFoX0oUT6MCJdKKlOPt7a8wKfdNoOwOtfteXw5uQK76M6+TAF0oc6KKbEGzx4MBkZGYSEhNCgQQNFxaysLPr370/jxo0JCgqq9ECrCnKAa4lEIpGURlF2LhNbH2fHdScaW18l5IQNHR9zMHdYkmqASafEu/WHr776iri4OLp168bnn3/OmjVrWLNmDXPmzKFbt27ExcXx1Vdf3dcBJTUPOW2REulDifRhRLpQUt18WNWvy1+h3ehT6xQZukY8NziTa5fLfxeuuvm4X6QPdVBcMQQ4cOAAn3zyCadOnVJU7N27Nz/88ANPPfVUpQZY1ZBXDEui0+mwLmVu0ZqK9KFE+jAiXSiprj5S9p3GcdQDXBQPMbxlNHsTulKr9t27KldXH/eK9GFEtSuGUVFRPP3004SHh5OSksLRo0c5evQoKSkpnDx5UiaFknvCxcXF3CFYFNKHEunDiHShpLr6aDniEbx/jaMe2fildOP/hpxBlGOIw+rq416RPtRBkRj27NmTXr168e2335Kbm4ujoyOOjo40b97cXPFJqgHPP/+8uUOwKKQPJdKHEelCSXX28eiMoWx88yBW6Pjz2CP88HrUXbepzj7uBelDHRSJ4cqVK2nSpAnz5s2jS5cu9OnThx9++EHOeCK5L44fP27uECwK6UOJ9GFEulBS3X2McRnHr4O2ADDb/WG2/Rh/x/rV3UdFkT7UQZEYvvPOOxw8eJDk5GSWLl1K3bp1+eyzz+jQoQMDBgxg6dKlpKSkmCtWSRWldevW5g7BopA+lEgfRqQLJdXeh0bDB/4Teb/1DgBe+bQFJ3wul1m92vuoINKHOpSYKxmgWbNmvP/++wQFBZGUlMRPP/2ERqNh1qxZtG3btrJjlFRxCgsLzR2CRSF9KJE+jEgXSmqEj1q1+OXkMJ6tG0SesOf58VYkRd8otWqN8FEBpA91KDUxvJUWLVrQo0cPunfvTp06dSgqKqqMuCTViPT0dHOHYFFIH0qkDyPShZKa4sOmcUM2HmnDI9ZRXCpszHOOl8nKLPm3tqb4KC/ShzqUmhgKIfD39+fdd9+lRYsWjBo1Ci8vL1566SX27dtX2TFKqjg9e/Y0dwgWhfShRPowIl0oqUk+HHq1w3vzDZpxidNZ7Xjp8XPcfkGsJvkoD9KHOigSw+DgYD744ANatmzJ008/zaZNmxg9ejQ+Pj5cunQJFxcXswxZo9VqmT17Ni1btsTe3h5HR0f2799/1+1OnDjB+++/T48ePahbty5t2rThxRdf5Ny5kvNUBgQEoNFoSl1CQkLU+Fg1hvL8rmoS0ocS6cOIdKGkpvlo80Jfdi08hT032JPQjQ9H/G1Yd2Z7LO/0Ps+Z7bFmjNCyqGnto7JQDHBtZWVFvXr1GDt2LFOmTGHUqFHUrl3bnPEBMHXqVDw9PZk5cyadO3dmzZo1nDhxAn9/f5588skyt5s0aRKHDx9m8uTJ9OrVi0uXLrF8+XJycnIICQlR/LcREBCAk5MTM2bM4IknnlDsZ9SoUTRu3LhcscoBrkui1WqxtbU1dxgWg/ShRPowIl0oqak+tk3ZxMTNUwD47T8xfLC8K0tGBTDHdxhLRgUwe88w8wZoIdTU9lEaJs09xC14enqKvLw8YUkcO3ZMAOKHH34wlOXl5YmOHTuKAQMG3HHbw4cPC61Wqyg7d+6csLW1FdOmTVOU+/v7C0Bs2bLlvuINCwsTgAgLC7uv/VQnli1bZu4QLArpQ4n0YUS6UFJjfRQVie96ewgQwopC4b0ySTzTKFSAECMePGHu6CyGGts+SsGUuUeJKfEsjU8//ZSff/6Zq1ev4uBgnGx88eLFfP755yQlJVW4y3qfPn0ACAsLM5QVXzHcsmULI0eOxN7eHhsbmwrHK68YSiQSieR+uRCcwAdjEvDKHo49NyjCCi122JHHoXXn0fxvBr1mXRvSqm8L8wYrMTuqTYlniYSHh9OlSxdFUgjQr18/ACIiIiq0PyEEaWlpZd4afv3113FwcMDOzg4nJydCQ0PvuD+tVktWVpZhycnJqVA8NQE50bkS6UOJ9GFEulBSk308N+ImXtnDAcijDlr0t0y12NL31e70eUW/jB6cZc4wzUpNbh9qYvGJYWpqKi1alPxvqLisogNur1+/nuTkZKZMmaIor127NhMnTmTp0qV4eXmxaNEiTp8+zeDBgwkPDy9zf4sXL6ZBgwaGZejQoYa4nZ2d0Wq1hsa7fPly0tLS2Lx5M5GRkQQFBeHr60tsbCxr1qwhOztbUTczM5N169YRHR3NgQMH8Pf358yZM3h4eHDlyhVF3by8PFxdXYmPj8fHx4fDhw8TFhaGp6cnKSkpiro6nY6VK1eSnJzM9u3bCQ0NJSQkhF27dpGQkICLi0uJuNPT09m4cSORkZEEBgbi6+tLTEwM7u7uJeLOyspi7dq1xMTEsG/fPlq3bs3p06fZsGEDGRkZirr5+fm4urqSkJCAt7c3R44cITQ0lG3btpGSksKKFSsoKipi+fLlFBUVsWLFClJSUti2bRuhoaEcOXIEb29vEhIScHV1JT8/X7H/jIwMNmzYwOnTp/H392ffvn3ExMSwdu1asrKyFHWzs7Nxd3cnJiYGX19fAgMDiYyMZOPGjaSnpyvqarVaXFxcSEhIYNeuXYSEhBAaGsr27dtJTk5m5cqV6HQ6xTYpKSl4enrSvXt3Dh8+jI+PD/Hx8bi6upKXl6eoe+XKFTw8PDhz5gz+/v4cOHCA6Oho1q1bR2ZmZom416xZQ2xsLL6+vgQFBREZGcnmzZtJS0srEbezszOJiYns3LmTkJAQTpw4wY4dO7h48SKrVq2isLBQsU1qaiqenp6Eh4dz6NAhdu/eTVxcHKtXryY3N1dR9+rVq3h4eBAVFYWfnx8HDx4kKiqK9evXc+3aNUXdnJwc3Nzc6NevH3v37iU4OJiIiAi2bNlSIu6CggKcnZ1JSkrCy8uL48ePc/z4cby8vEhKSsLZ2ZmCgoIS37UtW7YQERFBcHAwe/fuJTY2Fjc3N3JychR1r127xvr164mKiuLgwYP4+fkRFRWFh4cHV69eVdTNzc1l9erVxMXFsXv3bg4dOkR4eDienp6kpqYq6hYWFrJq1SouXrzIjh07OHHiBCEhIezcuZPExMQS54jc3NwaeY7w9/cv9RyRm5tbI88RYWFhPN3j7G1/bfSXCMVtf7affTS22p8jYmNjSz1H5Obm1rhzRFl5RFJSEibjvm9GVwCdTify8vLKtRQVFQkhhOjQoYN49tlnS+wrLi5OAOKXX34p9/HPnj0rHBwcxIABA0RhYeFd68fGxgp7e3sxcuTIMuvk5+eL69evG5bAwED5jOFtbNiwwdwhWBTShxLpw4h0oaSm+/h6uL8AUeay8Cl/c4doVmp6+7gVUz5jWKlXDIOCgrC3ty/XEhMTA4C9vT1arbbEvvLz8w3ry8OlS5cYM2YMDRo0wNPTE2tr67tu06lTJ8aNG4e/vz86na7UOra2tjg4OBiWevXqlSuemsTDDz9s7hAsCulDifRhRLpQUtN9zD04jI/6BJS67sM+gXx5YFhlhmNx1PT2oRYV711xH3Tr1g03N7dy1S2+VdyiRQuSk5NLrE9NTQWgZcuWd93X9evXefbZZ8nMzCQ4OLhc2xTTunVrbt68SW5ubonnHCXl49q1a+YOwaKQPpRIH0akCyXSBxQWatCgnwVFfxtZABr2RrfjxyKwsvgHwtRDtg91qNTEsHnz5rz22msV2qZ37974+/uTlZWlSMyOHTtmWH8n8vPzGTt2LOfOnePAgQMV/g8jPj4eOzs7eSXwPii+uivRI30okT6MSBdKarqPosIiNkY+jMCKhmTySk8/3M6MIJd6nM1ty0cvnOeX7e0MPZRrGjW9faiFxf+vMWnSJHQ6HS4uLoYyrVaLm5sbjo6OiqFqbty4QXR0NBkZGQDodDqmTJnC0aNH2bJlCwMGDCjzOKXNuXjq1Cl27tzJiBEjsKrJ/5bdJ+3atTN3CBaF9KFE+jAiXSip6T7yrubR2j6dCS1CiDlTwPuePYg/fYM+tU4BsNSrHd/830UzR2k+anr7UItKvWJ4Lzg6OjJ58mTmzJnD5cuX6dSpE+7u7pw/f54///xTUff48eM4OTkxf/58FixYwKxZs9i5cydjx47l6tWr/PXXX4r6r7zyiuH9lClTsLe3Z+DAgTRt2pSoqChcXFyoU6cOS5YsqZTPWl0JCQmha9eu5g7DYpA+lEgfRqQLJTXdR92mdTl2rSvWtfXPxO9x38306dMJzWnIzz1XMiv2/5jr/BCNmqXx3lfNzBxt5VPT24dqmKAzjOrk5eWJjz/+WDRv3lzY2tqKJ554Quzdu7dEveLZS+bPny+EEGLo0KEC/QMZpS63snTpUtGvXz/RqFEjYWNjI1q0aCFeeeUVERsbW6FY5cwnJcnKyjJ3CBaF9KFE+jAiXSiRPpQofGRlibktXAQIoUEnPFZcNV9gZkK2DyNVtlfyvWJnZ8cPP/xAamoq+fn5HD9+nJEjR5aoN2zYMIQQLFiwANDPZiKEKHO5lRkzZnDs2DGuXLlCQUEBKSkprFu3jk6dOlXGR6zWuLu7mzsEi0L6UCJ9GJEulEgfShQ+6tfnq/Bx/KfBOgRW/Os/9di9Jdd8wZkB2T7UweKnxKtqyCnxJBKJRFJZFMUl8GrPcDzyX8DOSsv+ffDkU7bmDktSydSoKfEkVR85bZES6UOJ9GFEulAifSgpzYdVx/asCerAGOu95BfZ8tyzhUSElT7ubnVDtg91kFcMTYy8YliS24caqulIH0qkDyPShRLpQ8mdfNzYE8jIMdYcEk/S1D6LQxH16dyleo9jI9uHEXnFUFKl2LFjh7lDsCikDyXShxHpQon0oeROPuo8O5RdblfoTTiX8xx4xvE6pcwNUa2Q7UMdZGIoUR1HR0dzh2BRSB9KpA8j0oUS6UPJ3Xw0nD6OvUtO0YlYEjMbMuKJq1y5UknBmQHZPtRBJoYS1UlMTDR3CBaF9KFE+jAiXSiRPpSUx0ez2a+x/4NdtOIiUamNGD3gKtnZlRCcGZDtQx1kYihRnVq1apk7BItC+lAifRiRLpRIH0rK66Pd0g/ZN+kPGnGF47GNmDDsGlqtysGZAdk+1EEmhhLVady4sblDsCikDyXShxHpQon0oaTcPjQaHt4wlz1Dv6Me2Rw8+QAvj7lOYaG68VU2sn2og0wMJapz5swZc4dgUUgfSqQPI9KFEulDSYV82NjQb89XeD0yl9po2XawAe9My6Y6jUMi24c6yMRQojrPPPOMuUOwKKQPJdKHEelCifShpMI+7O0ZHrSATW0+xQodqzfX55P/3Kg2yaFsH+ogE0OJ6mzcuNHcIVgU0ocS6cOIdKFE+lByTz4aNmT8kU9xbTQbgJ9W1mHJV9XjgUPZPtRBDnBtYuQA1xKJRCKxOKKj+bnPembdWAjAqhU63nnP2sxBSUyFHOBaUqWQ0xYpkT6USB9GpAsl0oeS+/LRrRsf+T3HFzbfAfB//9GwaUORiSIzD7J9qIO8Ymhi5BXDkuTn52NnZ2fuMCwG6UOJ9GFEulAifSgxhQ+xew/vPZfEKvEONlY6dvlYM2qUiQKsZGT7MCKvGEqqFH/99Ze5Q7AopA8l0ocR6UKJ9KHEFD40o59l+eo6vMQGCouseeH5Ag4fNkFwZkC2D3WQiaFEdZ566ilzh2BRSB9KpA8j0oUS6UOJqXxYv/Yq7otTGcUe8gpq8dwILZGRJtl1pSLbhzrIxFCiOn///be5Q7AopA8l0ocR6UKJ9KHElD5qf/YRWz8IZBCHyLxhy4hhWv75538rz5yB8eP1rxaMbB/qIBNDieo0atTI3CFYFNKHEunDiHShRPpQYmofdX79Fu/Ja3mUCNKu2fLMkHxSUgBvb/DyAh8fkx7P1Mj2oQ4yMZSoTu3atc0dgkUhfSiRPoxIF0qkDyUm92FlRcO/lrN32Hd05B/Op9oxYqiWq74n9Ov9/Ex7PBMj24c6yMRQojpJSUnmDsGikD6USB9GpAsl0ocSVXzUrk3zVQvY3+k9WpLM3//YMjrwU3KoC0FBEBYGJ0/ql+Rk0x//PpDtQx0sPjHUarXMnj2bli1bYm9vj6OjI/v37y/XtgEBAWg0mlKXkJAQkx5LUjb9+/c3dwgWhfShRPowIl0okT6UqObjxRdp/89+9jGCRlzhmHDkBbahzRfQty/06aNfRo9W5/j3iGwf6mDxieFrr73Gzz//zLRp01i6dCnW1taMHj2aQ4cOlXsfM2bMYN26dYqlU6dOqhxLUpLt27ebOwSLQvpQIn0YkS6USB9KVPMxaRIAPYhiN6OpSw77GcErrEN3a5owebI6x79HZPtQCWHBHDt2TADihx9+MJTl5eWJjh07igEDBtx1e39/fwGILVu2qH6sYsLCwgQgwsLCyr1NdUen05k7BItC+lAifRiRLpRIH0pU9fH110KAECD285SoTb4AId7ERRSBEAsXqnfse0S2DyOmzD0s+oqhp6cn1tbWvP3224YyOzs73njjDY4ePcqFCxfKva/s7GwKCwsr5VgSJb///ru5Q7AopA8l0ocR6UKJ9KFEVR9z58JHHwHwNAfZwFSs0OHKW3z2+D748kv1jn2PyPahDhadGIaHh9OlSxccHBwU5f369QMgIiKiXPt5/fXXcXBwwM7ODicnJ0JDQ012LK1WS1ZWlmHJyckpV0w1iffee8/cIVgU0ocS6cOIdKFE+lCiuo/CQtBoQKPhBbbzB28B8P3JZ/hufq66x74HZPtQB4tODFNTU2nRokWJ8uKylJSUO25fu3ZtJk6cyNKlS/Hy8mLRokWcPn2awYMHEx4ebpJjLV68mAYNGhiWoUOHGvbn7OyMVqs1TPS9fPly0tLS2Lx5M5GRkQQFBeHr60tsbCxr1qwhOztbUTczM5N169YRHR3NgQMH8Pf358yZM3h4eHDlyhVF3by8PFxdXYmPj8fHx4fDhw8TFhaGp6cnKSkpiro6nY6VK1eSnJzM9u3bCQ0NJSQkhF27dpGQkICLi0uJuNPT09m4cSORkZEEBgbi6+tLTEwM7u7uJeLOyspi7dq1xMTEsG/fPj755BNOnz7Nhg0byMjIUNTNz8/H1dWVhIQEvL29OXLkCKGhoWzbto2UlBRWrFhBUVERy5cvp6ioiBUrVpCSksK2bdsIDQ3lyJEjeHt7k5CQgKurK/n5+Yr9Z2RksGHDBk6fPo2/vz/79u0jJiaGtWvXkpWVpaibnZ2Nu7s7MTEx+Pr6EhgYSGRkJBs3biQ9PV1RV6vV4uLiQkJCArt27SIkJITQ0FC2b99OcnIyK1euRKfTKbZJSUnB09OTuXPncvjwYXx8fIiPj8fV1ZW8vDxF3StXruDh4cGZM2fw9/fnwIEDREdHs27dOjIzM0vEvWbNGmJjY/H19SUoKIjIyEg2b95MWlpaibidnZ1JTExk586dhISEcOLECXbs2MHFixdZtWoVhYWFim1SU1Px9PQkPDycQ4cOsXv3buLi4li9ejW5ubmKulevXsXDw4OoqCj8/Pw4ePAgUVFRrF+/nmvXrinq5uTk4ObmxqJFi9i7dy/BwcFERESwZcuWEnEXFBTg7OxMUlISXl5eHD9+nOPHj+Pl5UVSUhLOzs4UFBSU+K5t2bKFiIgIgoOD2bt3L7Gxsbi5uZGTk6Ooe+3aNdavX09UVBQHDx7Ez8+PqKgoPDw8uHr1qqJubm4uq1evJi4ujt27d3Po0CHCw8Px9PQkNTVVUbewsJBVq1Zx8eJFduzYwYkTJwgJCWHnzp0kJiaWOEdMnz69Rp4j/P39Sz1HTJ8+vUaeI8LCwko9R0yfPl29c0RRETdWrwYh0NrbkzljBq/ab+QHPgbgs6/r8sO8JMM54vPPPRg/Hj7/3EP1c0RsbGyp54hbfdSUc0RZeYRJe2ib4NZ2udDpdCIvL69cS1FRkRBCiA4dOohnn322xL7i4uIEIH755ZcKxxEbGyvs7e3FyJEjFeX3eqz8/Hxx/fp1wxIYGCifMbyN5ORkc4dgUUgfSqQPI9KFEulDiao+cnKE6NNHiAkThEhL05elpQnx9NNijmaxACE06MRm56tCCCEWL9Y/krhkiXoh3Q3ZPoxUyWcMg4KCsLe3L9cSExMDgL29PVqttsS+8vPzDesrSqdOnRg3bhz+/v7odDpD+b0ey9bWFgcHB8NSr169CsdU3SltaKCajPShRPowIl0okT6UqOqjbl04dgy2bYOmTfVlTZvC/v18c2Yc79RZh8CKae/UZd/6dMPY1+YcA1u2D3WwqawDdevWDTc3t3LVLb5926JFC5JLGVAzNTUVgJYtW95TLK1bt+bmzZvk5uYanilU61gSaNOmjblDsCikDyXShxHpQon0oUR1H9bWpRZrHu7OnL11iB8RxP78IYx7pR5FtQWgMYyBrdHo6zZrBq1aqRtmMbJ9qEOlJYbNmzfntddeq9A2vXv3xt/fn6ysLEWnkGPHjhnW3wvx8fHY2dkpru6pdSwJ3Lx509whWBTShxLpw4h0oUT6UGJOH8+/35bI/LYA5GMPNwUAWq1+DOxievWCU6cqJybZPtTBojufTJo0CZ1Oh4uLi6FMq9Xi5uaGo6MjrVu3NpTfuHGD6OhoMjIyDGXp6ekl9nnq1Cl27tzJiBEjsLIyfvyKHEtSMa5evWruECwK6UOJ9GFEulAifSgxp4//jYF9C/pLhEIoSytzDGzZPtSh0q4Y3guOjo5MnjyZOXPmcPnyZTp16oS7uzvnz5/nzz//VNQ9fvw4Tk5OzJ8/nwULFgAwZcoU7O3tGThwIE2bNiUqKgoXFxfq1KnDkiVL7vlYkorRo0cPc4dgUUgfSqQPI9KFEulDiTl9zJ2rf503r+w6CxdW7nCHsn2og0VfMQRYu3YtM2fOZN26dcyYMYOCggK8vb0ZMmTIXbcdP348GRkZ/Pzzz7z33nts2rSJF154gdDQULp3727SY0nK5uDBg+YOwaKQPpRIH0akCyXShxJz+7hlDOwSjBxwvdLHwDa3j+qKRojbLwRL7oeTJ0/Sp08fwsLCePzxx80djkWQn5+PnZ2ducOwGKQPJdKHEelCifShxBJ8/Pe/sGyZ/r0+e9B3QgFY8FYy85xbGTqiqI0l+LAUTJl7WPwVQ0nVx9XV1dwhWBTShxLpw4h0oUT6UGJuH0VFsHGjPiFs0EB/W7lhA+O1pQV/tOKNsWkUFFROPOb2UV2RVwxNjLxiKJFIJJLqSG4uDB0KbdrAqlX6YQ4vX4Z33yzg5L4rJGmbILDmmb5X8TzYiNtmmJWoiLxiKKlSFE/lI9EjfSiRPoxIF0qkDyXm9lHWGNjbdtYiLt0B797zqEsO+0MbMfixbEoZGtikmNtHdUUmhhLVeemll8wdgkUhfSiRPoxIF0qkDyWW4KOMMbCxrl+H0UfnEjjoC5pxicj4+vTvncfp0+rFYgk+qiMyMZSozv79+80dgkUhfSiRPoxIF0qkDyUW78POjj4HvyfkmXl04ywXM+x5sn8BanUetngfVRSZGEpUp2fPnuYOwaKQPpRIH0akCyXSh5Iq4cPWlnY+Kzgy/geGEEjWjVqMGlnE2rWmP1SV8FEFkYmhRHVunY1GIn3cjvRhRLpQIn0oqTI+atXigS0u7Ju6hpfYQKHOiunT9QNgm7K7a5XxUcWQiaFEdQoqa+yCKoL0oUT6MCJdKJE+lFQpHzY22K5zZf2//ZiNfqaxefPgrbcw2XA2VcpHFUImhhLVadu2rblDsCikDyXShxHpQon0oaTK+bC2xuoPZ5b8XxK/839YoePPP2HsWMjOvv/dVzkfVQSZGEpU59ixY+YOwaKQPpRIH0akCyXSh5Iq6cPKClas4P9m2uHFOOqQi68vDBkCKSnAmTMwfrz+tYJUSR9VAJkYSlRn/Pjx5g7BopA+lEgfRqQLJdKHkirrQ6OBn3/muc8eIYBhNCWNiAjo3x/OuIaAlxf4+FR4t1XWh4UjE0OJ6qxVoztaFUb6UCJ9GJEulEgfSqq0D40Gvv2WJ+aPIYT+dCWaCxfgyRUv4YcT+PlVeJdV2ocFI6fEMzFySjyJRCKRSMrg4kVYsoSrKzwYhxeHGEwtbrK61ju8cvR9fQIJ0KwZtGpl3lirEHJKPEmVQk5bpET6UCJ9GJEulEgfSqqFjzFjYMUKGnGN/TzDi2yigNq8WuDGN323Ifr0gT59YPTou+6qWviwQGRiKFGd6dOnmzsEi0L6UCJ9GJEulEgfSqqFj0mTDG/t0LKBqXzC9wB8yTe8gzOFWMPkyXfdVbXwYYHIxFCiOtu2bTN3CBaF9KFE+jAiXSiRPpRUCx9z58LXXxt+tELwPbNZzn+wQscfvM3YztFk//fLu+6qWviwQGRiKFGd/v37mzsEi0L6UCJ9GJEulEgfSqqNj7lz4aOPFEX/4Xe2MwF7brA3thNDh0Jq6p13U218WBgyMZSozvnz580dgkUhfSiRPoxIF0qkDyXVykdhob6jSXFnE42G59lFAMNowmXCw6F/f0FUVNm7qFY+LAiZGEpUx87OztwhWBTSh5L/b+/e46Kq8z+Ov8Yb4A111dQ0L6lZJl1MSVczu5m2mZZ2019r2y/t0aY/tyzTzWtZ26r1aNMEMkFZ0JT1iq6YinghrkKoKJLgDdAARUBnRmDO7w+U8RsXB2ZghpnP8/GYB/Gd7zl8z/t8nfl0Zs45koeZZKGSPFROk4fJBOvWld442dOz9F55np4ADGx6jCgepTcpnD2rY/AgE/v2Vbwap8nDwUhhKGpd69at7T0EhyJ5qCQPM8lCJXmonCYPvR66dIGxYyElBRYsKP05dizcdx89ghcR2XwEgznElfwGPPO0ieDg8qtxmjwcTL0oDI1GIzNnzqRTp054eHjg7e3NTz/9dNvlJk2ahE6nq/SRkZFR1nffvn2V9ouKiqrNzXN6yVV9FuCCJA+V5GEmWagkD5XT5NGsGURHw8aN0L59aVv79qW/R0XBa6/xh7gwdveZyjg2UFTcgAkT4IvPNW698rLT5OFgGtl7AJaYNGkSISEhTJ8+nV69ehEQEMCoUaMIDw9nyJAhlS43ZcoUnnrqKaVN0zTeeecdunXrxp0VXDxz2rRpDBgwQGnr2bOnbTbERT355JP2HoJDkTxUkoeZZKGSPFROlUfDhlW333MPHrH7+fHNt/go5AxLmcHsv+s4k1bEMp/GNGrkZHk4Es3BRUdHa4C2ePHisja9Xq/dfffd2qBBg6q9vgMHDmiAtmjRIqU9PDxcA7QNGzZYNd74+HgN0OLj461ajzP59ttv7T0EhyJ5qCQPM8lCJXmoXDIPk0nTlizR/qWbpuko0UDTRj1+VSsocNE8KmHL2sPhP0oOCQmhYcOGTJ48uazN3d2dt956i59//plz585Va33BwcHodDpef/31SvsUFBRQXFxc4zEL1XvvvWfvITgUyUMleZhJFirJQ+WSeeh08MEHTN07lo0t38QdPTv2NWXYQ1cYN86cx9GjMGZM6U9hHYcvDBMSEujduzctW7ZU2gcOHAhAYmKixesqKipi/fr1DB48mG7dulXY580336Rly5a4u7szfPhw4uLiajp0cYPctkgleagkDzPJQiV5qFw6j8cfZ8yxRYT3nUpbsjn8qycP9bjI8WMmAEJDYcsW2L7dzuN0Ag5fGGZlZdGxY8dy7TfbMjMzLV5XWFgYubm5TJgwodxzTZo04aWXXuKbb75hy5YtfPbZZxw5coShQ4eSkJBQ6TqNRiP5+fllj8LCQovH4yrefvttew/BoUgeKsnDTLJQSR4ql8+jc2cejV/Oz68voyepXNDfweAHr7F/ewF795Z2uflT1FydFoYmkwmDwWDRQ7tx6pFer8fNza3cum5ev0iv11v894ODg2ncuDEvv/xyuecGDx5MSEgIf/nLXxg9ejQff/wxUVFR6HQ6Zs2aVek6v/jiCzw9Pcsew4YNA0oLWl9fX4xGY9n/5S1btoyLFy+yfv16kpKS2L9/P2FhYaSmphIQEEBBQYHSNy8vj8DAQE6cOMHu3bsJDw/n6NGjBAcHk5ubq/TV6/WsXLmStLQ0tm/fzqFDh4iPjyckJITMzEylb0lJCStWrCAjI4NNmzYRFxdHVFQU27ZtIz09HT8/v3Ljzs7OZt26dSQlJREREUFYWBgpKSmsXr263Ljz8/NZs2YNKSkp7Nq1i7lz53LkyBHWrl1LTk6O0tdgMLBy5UrS09MJDQ0lMjKSuLg4Nm7cSGZmJsuXL8dkMrFs2TJMJhPLly8nMzOTjRs3EhcXR2RkJKGhoaSnp7Ny5UoMBoOy/pycHNauXcuRI0cIDw9n165dpKSksGbNGvLz85W+BQUFrF69mpSUFMLCwoiIiCApKYl169aRnZ2t9DUajfj5+ZGens62bduIiooiLi6OTZs2kZGRwYoVKygpKVGWyczMJCQkhEWLFnHo0CG2b99OWloaK1euRK/XK31zc3MJDg7m6NGjhIeHs3v3bk6cOEFgYCB5eXnlxh0QEEBqaiphYWHs37+fpKQk1q9fz8WLF8uN29fXlzNnzrB161aioqKIjY1l8+bNnD9/Hh8fH4qLi5VlsrKyCAkJISEhgYMHD7Jjxw5OnTrFqlWruHr1qtL30qVLBAcHk5yczN69e9mzZw/JyckEBQVx+fJlpW9hYSH+/v4sXbqUnTt3cuDAARITE9mwYUO5cRcVFeHr68vZs2fZsmULMTExxMTEsGXLFs6ePYuvry9FRUXl/q1t2LCBxMREDhw4wM6dO0lNTcXf35/CwkKl7+XLlwkKCiI5OZk9e/awd+9ekpOTCQ4O5tKlS0rfq1evsmrVKk6dOsWOHTs4ePAgCQkJhISEkJWVpfQtLi7Gx8eH8+fPs3nzZmJjY4mKimLr1q2cOXOm3GvElClTXPI1Ijw8vMLXiClTprjka0R8fHyFrxFTpkxxydeI1NRU82vE8eMkjLmfgI9i6EcSecXNefJPbuwLLz1yGBFhYunSfaxZc5Q1a46yalWYU71GVFZHnD17Fpux/iuPlrt5goclj+PHj2uapml9+/bVnnjiiXLrOnbsmAZoPj4+Fv3tgoICrWnTptqf/vSnao351Vdf1Zo0aaIVFxdX+LzBYNCuXLlS9oiIiJCTT34nLS3N3kNwKJKHSvIwkyxUkodK8jDz8tK00itkqw+dTv3dy8veI60btjz5pE4vV9OnTx/8/f0t6nvzo+KOHTsq1xu8KevGTRQ7depk0fo2b97MtWvXKvwYuSpdunTh+vXrXL16tdz3HAHc3NyUI5rNmzev1vpdwdGjR+nevbu9h+EwJA+V5GEmWagkD5XkYTZuHCQllW+/9TqHAOPH1814nEmdFoYdOnRg0qRJ1VrmwQcfJDw8nPz8fKUwi46OLnveEkFBQTRv3pzRo0dX6++npaXh7u4uBZ8V2rVrZ+8hOBTJQyV5mEkWKslDJXmYzZkD586d4/vvu1TaZ/Zs+OSTOhyUk3D4k0/GjRtHSUkJfn5+ZW1GoxF/f3+8vb3p0sU8Ka5du8aJEyfIyclR1pGdnc3u3bsZO3YsTZs2rfDvZGdnl2v75Zdf2Lp1K8888wwNGjh8VA6rUaN6cR31OiN5qCQPM8lCJXmoJA/V5MkXef/9yp/3W36d77+HkpIbDXJNG4s4fLXj7e3N+PHjmTVrFh999BF+fn488cQTnD59mn/+859K35iYGO69995yp/T/+OOPFBcXV/kx8iuvvMJzzz3HokWL+P777/nb3/7G4MGDadq0Kf/4xz9qZdtcRXWvNensJA+V5GEmWagkD5XkoTp37hzFxaWXOtTpStt0Og0dJlqTS86VJkyeDN7eGlFRyDVtLOTwhSHAmjVrmD59OoGBgUybNo2ioiJCQ0N57LHHLFo+KCiI9u3bl7s93q3GjBlDTk4OX331Fe+++y4//vgjL774InFxcdx777222hSXdPOak6KU5KGSPMwkC5XkoZI8VI88MpB160q/V+jpCXPngqenDo0GNHJrxBLepyVXiI/XMWgQTPrXw1zgDrmmzW3Ui8LQ3d2dxYsXk5WVhcFgICYmhhEjRpTr9/jjj6NpGvPnz1faf/75Zy5evEjDyu7NSOk9kqOjo8nNzaWoqIjMzEwCAwPlPsk2sHXrVnsPwaFIHirJw0yyUEkeKslD9Z//7KBLFxg7FlJSYMGC0p9jx0LXfi155+/tONngXiZRetLr6qxn6M1Jvtr7IEXR8XD4cOmjghNcXZlO035/Do+wxuHDh+nfvz/x8fE8/PDD9h6OQygpKamyKHc1kodK8jCTLFSSh0ryUJWUlAANqSiSkhJo+PADZacuR+HNVL4ljgEA3Esy/2IaT7EHvLzgl1/qcOS2Z8vao14cMRT124oVK+w9BIcieagkDzPJQiV5qCQP1YoVKyosCoHS9nHjyn5/lGii8eZ7/pe2ZHOc+3ia3bxECGee/t+6GXA9IUcMbUyOGAohhBAO4tNPS798eIvLtGIeC/iOdymhEe7u8PHH8NFH4OFhp3FaSY4YinrFpW/8XgHJQyV5mEkWKslDJXmoLMpjzhx+f02b1uTxL/6PBB5iWKODGAwwfz7cdx9s2lT+ItmuRgpDUetefPFFew/BoUgeKsnDTLJQSR4qyUNlcR7lr2kDOh392mQSXjyUdbxC54ZZnD4NL74Izz4LJ07U2rAdnhSGotZFRkbaewgORfJQSR5mkoVK8lBJHiqL8jCZqOCaNqW/N2yIzseHV+6I4ERJT2aziCa66+zaBf36wYwZkJ9f+9vhaKQwFLVO7u2pkjxUkoeZZKGSPFSSh8qiPPR6Kr+mTVeYOBF+/ZVmc2ewqOnnHNPu409so7gYli6Fe+6BNWtK60tXIYWhqHUGg8HeQ3AokodK8jCTLFSSh0ryUFmUR7NmEB0NGzdC+/albe3bl/4eFVX6fPPmpQVjaio933qcbboX2M4oepLKhQvw5z/D0KGllzx0BVIYilqXl5dn7yE4FMlDJXmYSRYqyUMleagszqPKa9rcolMnWLkSEhMZNcLEUe7nCz6mGYVERsIjj2i88w7k5lo1bIcnhaGodXJLQZXkoZI8zCQLleShkjxUtZaHlxfs3Ilb2DY+9vovKdzDawSjaTp8faFXL43vviu9iLYzksJQ1Lq9cl9KheShkjzMJAuV5KGSPFS1nsczz8Dhw9y56jOCO31IBI/hxS9cvqzjr3+F/v3hwIGKFz16FMaMKf1Z30hhKGrdhAkT7D0EhyJ5qCQPM8lCJXmoJA9VneTRsCG8+SacPMljC58mvuljLOOvtOYSv/wCjz0GEyaUv91y6MoLbNkC23+4UPtjtDEpDEWt++GHH+w9BIcieagkDzPJQiV5qCQPVZ3m0awZzJlDo1Mp/HVyMSd1fZiMLzpMBAfDPb01vvwSjMbS7nu365Wf9YncEs/G5JZ4QgghhJM7dgxmziR+exZT+ZafGQxAl84mZnzYgJl/M2IwueHewMjBGLeya2vfcQfceafthyO3xBP1itzGSSV5qCQPM8lCJXmoJA+VXfPo2xdCQ+m/ZzEHH5xKF84CcO58A/7v/8BgagKA0dSYRx4p/T5i//4w6unr9huzhaQwFLXutddes/cQHIrkoZI8zCQLleShkjxUDpHHE0/QID6Wt1uu/90TpYcItd+VWeMv+dXRwGpOCkNR68LCwuw9BIcieagkDzPJQiV5qCQPlcPk0aABc2boWcicKrs1pIjdHs8zbx7s2QPXrtXR+KpJCkNR67y8vOw9BIcieagkDzPJQiV5qCQPlUPlMWcOcxY24X2WVvh0U65SQmMiTndl4UJ46ilo1Qr++EeYPRt27oSCgrodcmWkMBS1Ljs7295DcCiSh0ryMJMsVJKHSvJQOVwec+ZQ/NAAdJjQUXpz5Zv//b+NAkihN368zQT+TWfOUVQEkZHwxRcwciS0bg0DB8KHH0JoKNjrRjdSGIpaV+Ksl4evIclDJXmYSRYqyUMleagcLQ+TCdadeAiNBnhyhbkswJMraDRgXeM36Bn3I29/2pV/P7qcs3Qlje74M4lJ+NO9wWlKSiA2FpYsgeefhzZt4KGHYPp02LQJcnKq+OO//mqz7ZDCUNS6zp0723sIDkXyUEkeZpKFSvJQSR4qR8tDf9VEl6I0xvIfUloOZMFcEyktBzKW/3BX0Sn0vR+ATz6Bn39G99tFugd+yqRXjfi3ep80U3fO0oV/M4G3+Z7eHmfRNEhMhG++gRdfhHbt4P774a9/hfXr4cKt186u7BYsNeDQhWFhYSHz5s3j2WefpU2bNuh0OgICAqq1DqPRyMyZM+nUqRMeHh54e3vz008/Wd1XWC42NtbeQ3AokodK8jCTLFSSh0ryUDlaHs0a6In2epuNY4Non3oIFiygfeohNo4NIuqBKTRrcMvFrtu1g4kTYe1ayM6G/fvpMnMCE+5Pwo/JpOi7kklH1vEK7zZfTd/WpbdWOXYMvvsOXnkFOnaEe+6ByZNhx39ttx0OfYHr06dP0717d+666y569OjBvn378Pf3Z9KkSRav47XXXiMkJITp06fTq1cvAgICiI2NJTw8nCFDhtS4b2XkAtfl5eXl0apVK3sPw2FIHirJw0yyUEkeKslD5ZB5lJSU3kbP0vaKnDkDO3bA9u2lpy8bDABk05YDjZ4g4s7X2G98lF8u3oGm3bhyNocBG9UemgMzGAxaVlaWpmmaFhsbqwGav7+/xctHR0drgLZ48eKyNr1er919993aoEGDaty3KvHx8RqgxcfHW7yMs/v222/tPQSHInmoJA8zyUIleagkD5VL5HHtmqZt365p776raV27ahqUPS7RStvKn7QPWKzdyxqb1R4OXRjeqiaF4Ycffqg1bNhQu3LlitL++eefa4B29uzZGvWtihSGQgghhLA5k0nTjh7VtC+/LFckxoPNag+H/o6htRISEujduzctW7ZU2gcOHAhAYmJijfreymg0kp+fX/YoLCy03QY4CbmNk0ryUEkeZpKFSvJQSR4ql8tDpyu9Fd9HH8Hp0zBrVq38GacuDLOysujYsWO59pttmZmZNep7qy+++AJPT8+yx7Bhw8rW5+vri9FoLJu8y5Yt4+LFi6xfv56kpCT2799PWFgYqampBAQEUFBQoPTNy8sjMDCQEydOsHv3bsLDwzl69CjBwcHk5uYqffV6PStXriQtLY3t27dz6NAh4uPjCQkJITMzU+lbUlLCihUryMjIYNOmTcTFxREVFcW2bdtIT0/Hz8+v3Lizs7NZt24dSUlJREREEBYWRkpKCqtXry437vz8fNasWUNKSgq7du2iR48eHDlyhLVr15KTk6P0NRgMrFy5kvT0dEJDQ4mMjCQuLo6NGzeSmZnJ8uXLMZlMLFu2DJPJxPLly8nMzGTjxo3ExcURGRlJaGgo6enprFy5EoPBoKw/JyeHtWvXcuTIEcLDw9m1axcpKSmsWbOG/Px8pW9BQQGrV68mJSWFsLAwIiIiSEpKYt26dWRnZyt9jUYjfn5+pKens23bNqKiooiLi2PTpk1kZGSwYsUKSkpKlGUyMzMJCQnhgQce4NChQ2zfvp20tDRWrlyJXq9X+ubm5hIcHMzRo0cJDw9n9+7dnDhxgsDAQPLy8sqNOyAggNTUVMLCwti/fz9JSUmsX7+eixcvlhu3r68vZ86cYevWrURFRREbG8vmzZs5f/48Pj4+FBcXK8tkZWUREhJCQkICBw8eZMeOHZw6dYpVq1Zx9epVpe+lS5cIDg4mOTmZvXv3smfPHpKTkwkKCuLy5ctK38LCQvz9/RkyZAg7d+7kwIEDJCYmsmHDhnLjLioqwtfXl7Nnz7JlyxZiYmKIiYlhy5YtnD17Fl9fX4qKisr9W9uwYQOJiYkcOHCAnTt3kpqair+/P4WFhUrfy5cvExQURHJyMnv27GHv3r0kJycTHBzMpUuXlL5Xr15l1apVnDp1ih07dnDw4EESEhIICQkhKytL6VtcXIyPjw/nz59n8+bNxMbGEhUVxdatWzlz5ky514jr16+75GtEeHh4ha8R169fd8nXiPj4+ApfI65fv+6SrxGpqakVvkbcmoervEYodcSrr3L+5ZexOeuPbVqmpKRE0+v1Fj1MJlO55WvyUXKPHj20kSNHlms/deqUBmhff/11jfreymAwaFeuXCl7REREyEfJv1OdfeYKJA+V5GEmWagkD5XkoZI8NE2bNk3TdDqbfpTcyPalZsX279/P8OHDLep7/Phx+vTpY/Xf9PDwwGg0lms33DjDx8PDo0Z9b+Xm5oabm1vZ782bN7dqzM7oj3/8o72H4FAkD5XkYSZZqCQPleShcvk8TCZYt670W4bNm4ONvspWZ4Vhnz598Pf3t6hvRR/p1kTHjh3JyMgo156VlQVAp06datRXVE9aWhq9evWy9zAchuShkjzMJAuV5KGSPFQun4deD126lN5w+d134emnbbLaOisMO3ToUK3rD9rCgw8+SHh4OPn5+cpJJdHR0WXP16SvqJ7Kjra6KslDJXmYSRYqyUMleahcPo9mzSA6uvT6iIcP22y1TnPyybVr1zhx4gQ5t9xMcNy4cZSUlODn51fWZjQa8ff3x9vbmy5dutSor6geh7sAqZ1JHirJw0yyUEkeKslDJXlg+UWzq6HOjhjW1M0z726eFbxt2zbOnz8PwNSpU/H09AQgJiaG4cOHM2/ePObPnw+At7c348ePZ9asWfz222/07NmT1atXc/r0aX744Qfl71Snr6ieEydO4OXlZe9hOAzJQyV5mEkWKslDJXmoJI/a4fCF4ZIlSzhz5kzZ7xs3bmTjxo0ATJw4sawwrMyaNWuYM2cOgYGBXL58GS8vL0JDQ3nssces6issd/MSPqKU5KGSPMwkC5XkoZI8VJJH7XD4j5JPnz6NVnqHlnKPbt26lfV7/PHH0TSt7GjhTe7u7ixevJisrCwMBgMxMTGMGDGiwr9Vnb7Cchs2bLD3EByK5KGSPMwkC5XkoZI8VJJH7dBpmqbZexDO5PDhw/Tvb6MbWQshhBBC3IYtaw+HP2Io6j+Xu23RbUgeKsnDTLJQSR4qyUMledQOOWJoY3LEsDyj0ahcBNzVSR4qycNMslBJHirJQyV5mMkRQ1GvBAQE2HsIDkXyUEkeZpKFSvJQSR4qyaN2OPxZyfWNXq8HSm/rJ0p17tyZwza8+GZ9J3moJA8zyUIleagkD5XkYXaz5rhZg1hDCkMb+/XXX4HSS+kIIYQQQtSVX3/91ep7SEthaGNDhw4FICwsjLZt29p5NPZXWFjIsGHDiIiIoHnz5vYejt1JHirJw0yyUEkeKslDJXmocnJyGDFiRFkNYg05+cTG8vPz8fT05MqVK8o9l12V5KGSPFSSh5lkoZI8VJKHSvJQ2TIPOflECCGEEEIAUhgKIYQQQogbpDC0MTc3N+bNmyfXVrpB8lBJHirJw0yyUEkeKslDJXmobJmHfMdQCCGEEEIAcsRQCCGEEELcIIWhEEIIIYQApDAUQgghhBA3SGEohBBCCCEAKQytsm/fPnQ6XYWPqKgoi9ZhNBqZOXMmnTp1wsPDA29vb3766adaHnntiI2N5b333qNv3740a9aMu+66i5dffpmTJ09atLwt8rQXa/ajM80BsG4e1Oc5UBlrt8nZ5sekSZMqzUOn05GRkVHpsvV5fhQWFjJv3jyeffZZ2rRpg06nIyAgoMK+1u7z+jBnLM3DVd5XLM2jLuoOuSWeDUybNo0BAwYobT179rRo2UmTJhESEsL06dPp1asXAQEBjBo1ivDwcIYMGVIbw601X375JYcOHWL8+PF4eXlx4cIFli1bxsMPP0xUVBT333+/ReuxJk97sWY/OtMcANvMg/o4B26nptvkbPNjypQpPPXUU0qbpmm88847dOvWjTvvvPO266iP8yMnJ4eFCxdy11138cADD7Bv375K+1q7z+vDnLE0D1d5X6nO/IBarjs0UWPh4eEaoG3YsKFGy0dHR2uAtnjx4rI2vV6v3X333dqgQYNsNcw6c+jQIc1oNCptJ0+e1Nzc3LQJEybcdnlr87QXa/ajs80BTbNuHtTXOVAVa7bJGedHRQ4cOKAB2qJFi6rsV5/nh8Fg0LKysjRN07TY2FgN0Pz9/cv1s3af15c5Y2kervK+YmkedVF3yEfJNlJQUEBxcXG1lgkJCaFhw4ZMnjy5rM3d3Z233nqLn3/+mXPnztl6mLVq8ODBNGnSRGnr1asXffv25fjx49VaV03ytBdr9qOzzQGw3TyoT3PAUtXdJmecHxUJDg5Gp9Px+uuvW7xMfZsfbm5udOjQ4bb9rN3n9WXOWJqHq7yvWJrHrWqr7pDC0AbefPNNWrZsibu7O8OHDycuLs6i5RISEujdu3e5G14PHDgQgMTERFsPtc5pmsbFixdp27atxcvUNE97sWY/usIcgOrPg/o2ByxRk21yhflRVFTE+vXrGTx4MN26dbNoGWecHzdZu89dYc64wvvK7dRm3SHfMbRCkyZNeOmllxg1ahRt27YlOTmZJUuWMHToUCIjI3nooYeqXD4rK4uOHTuWa7/ZlpmZWSvjrktBQUFkZGSwcOHC2/a1Nk97sWY/usIcAMvnQX2dA1WxZptcYX6EhYWRm5vLhAkTbtvXGefH71m7z11hzrjC+0pl6qTuqNGH1E6opKRE0+v1Fj1MJlOl60lNTdU8PDy0ESNG3PZv9ujRQxs5cmS59lOnTmmA9vXXX1uzSVaxRR7Hjx/XWrZsqQ0aNEgrLi6u0Tiqk6e9WLMfHXkO2Iq186A+zIHqsnSbXGF+vPbaa1rjxo21nJycGi1fH+dHVd8hs3af18c5U1Uev+cK7yvVyUPTbF93yEfJN+zfvx8PDw+LHikpKZWup2fPnrzwwguEh4dTUlJS5d/08PDAaDSWazcYDGXP24u1eVy4cIHnnnsOT0/Psu801ER18rQXa/ajI88BW7DFPKgPc6C6LN0mZ58fhYWFbNmyhREjRvCHP/yhRutwtvlh7T535jnjSu8r1WHrukM+Sr6hT58++Pv7W9S3osOwt+rSpQvXr1/n6tWr5T7H//16KrpmV1ZWFgCdOnWyaDy1wZo8rly5wsiRI8nLy+PAgQNWb4eledqLNfvRkeeAtWw5Dxx9DtSEJdvkzPMDYPPmzVy7ds2ij5Gr4kzzw9p97qxzxtXeV6rLlnWHFIY3dOjQgUmTJtlkXWlpabi7u9O8efMq+z344IOEh4eTn5+v7Mjo6Oiy5+2lpnkYDAaef/55Tp48ye7du7nvvvusHouledqLNfvRkeeANWw9Dxx9DtSEJdvkrPPjpqCgIJo3b87o0aOtWo8zzQ9r97kzzhlXfF+pLpvWHdX97FuY/fbbb+XaEhMTtcaNG2ujR49W2q9evaodP35cy87OLmuLiooqdz0hg8Gg9ezZU/P29q69gdeS4uJibfTo0VqjRo207du3V9m3ojyqk6cjsXQ/usIc0DTL54EzzYGqWLpNrjI/bvrtt9+0Ro0aaf/zP/9T4fPOPD+q+g5Zdfa5s8yZqvJwxfeVqvKoi7pDjhha4ZVXXsHDw4PBgwfTvn17kpOT8fPzo2nTpvzjH/9Q+sbExDB8+HDmzZvH/PnzAfD29mb8+PHMmjWL3377jZ49e7J69WpOnz7NDz/8YIctss4HH3zA1q1bef7557l06RL//ve/lecnTpxY9t8V5VGdPB2JpfvRFeYAWD4PnGkOVMXSbXKV+XHTjz/+SHFxcaUfIzvj/Fi2bBl5eXllZwZv27aN8+fPAzB16lQ8PT2rtc/r+5yxJA9Xel+xJI86qTtsVOC6pG+++UYbOHCg1qZNG61Ro0Zax44dtYkTJ2qpqanl+t68Wvm8efOUdr1er82YMUPr0KGD5ubmpg0YMEDbuXNnHW2BbQ0bNkwDKn3cqqI8qpOno7FkP7rCHNA0y+eBs82Byli6Ta4yP2569NFHtfbt21d6Zqkzzo+uXbtW+u8iPT29rJ+l+7y+zxlL8nCl9xVL8qiLukOnaZpW4/JWCCGEEEI4DblcjRBCCCGEAKQwFEIIIYQQN0hhKIQQQgghACkMhRBCCCHEDVIYCiGEEEIIQApDIYQQQghxgxSGQgghhBACkMJQCCGEEELcIIWhEEIIIYQApDAUQogy3bp1Q6fTodPpeO+99+w9HIeTmJhYlo9OpyMkJMTeQxJC2JgUhkIIpxUZGcn8+fPJy8uzeJmhQ4cSGBjIn//857K2zMxM5s+fT2Jiou0HaQNZWVl8/PHHDB8+nBYtWqDT6di3b1+11pGRkcHLL79Mq1ataNmyJS+88AJpaWlKn65duxIYGMjs2bNtOHohhCORwlAI4bQiIyNZsGBBtQrDHj16MHHiRAYMGFDWlpmZyYIFCxy2MExJSeHLL78kIyODfv36VXv5wsJChg8fTkREBLNnz2bBggUkJCQwbNgwcnNzy/q1bt2aiRMn8vTTT9ty+EIIB9LI3gMQQghhnf79+5Obm0ubNm0ICQlh/Pjx1Vr+u+++IzU1lZiYmLKCeOTIkdx///0sXbqUzz//vDaGLYRwQHLEUAjhlObPn8+HH34IQPfu3cu+F3f69OlqrWffvn1lxdKbb75Ztp6AgAAAUlNTeemll+jQoQPu7u507tyZV199lStXrthyc6rUokUL2rRpU+PlQ0JCGDBggHKUtE+fPjz55JOsX7/eFkMUQtQTcsRQCOGUXnzxRU6ePMnatWv5+uuvadu2LQDt2rWr1nruvfdeFi5cyNy5c5k8eTJDhw4FYPDgwVy/fp0RI0ZgNBqZOnUqHTp0ICMjg9DQUPLy8vD09Kx0vdeuXePatWu3/fsNGzakdevW1RpzdZhMJpKSkvjLX/5S7rmBAweya9cuCgoKaNGiRa2NQQjhOKQwFEI4JS8vLx5++GHWrl3LmDFj6NatW43Wc8cddzBy5Ejmzp3LoEGDmDhxYtlziYmJpKens2HDBsaNG1fWPnfu3Nuu95///CcLFiy4bb+uXbtW+yhndVy6dAmj0UjHjh3LPXezLTMzk3vuuafWxiCEcBxSGAohRA3dPCIYFhbGqFGjaNq0qcXLvvHGGwwZMuS2/Tw8PGo8Pkvo9XoA3Nzcyj3n7u6u9BFCOD8pDIUQooa6d+/O+++/z1dffUVQUBBDhw5l9OjRTJw4scqPkaH07OcePXrU0Ugrd7PwNBqN5Z4zGAxKHyGE85OTT4QQwgpLly4lKSmJ2bNno9frmTZtGn379uX8+fNVLldYWMiFCxdu+8jOzq7V8bdp0wY3NzeysrLKPXezrVOnTrU6BiGE45DCUAjhtHQ6XZ2sp1+/fnzyySfs37+fAwcOkJGRgY+PT5XLLFmyhI4dO972ceuZwrWhQYMG9OvXj7i4uHLPRUdH06NHDznxRAgXIh8lCyGcVrNmzQCqdYHr6qwnPz+fpk2b0qiR+aW0X79+NGjQoMKPZm9lr+8Ynj17lmvXrtGnT5+ytnHjxvHxxx8TFxfHI488ApReNHvv3r3MmDHDpn9fCOHYpDAUQjit/v37A/D3v/+dV199lcaNG/P888+XFXqWuvvuu2nVqhU+Pj60aNGCZs2a4e3tzS+//MJ7773H+PHj6d27N8XFxQQGBtKwYUNeeumlKtdp6+8YfvbZZwAcO3YMgMDAQA4ePAjAJ598UtbvjTfeICIiAk3Tytreffddvv/+e5577jlmzJhB48aN+eqrr7jjjjv44IMPbDZGIYTjk8JQCOG0BgwYwKeffoqPjw87d+7EZDKRnp5e7cKwcePGrF69mlmzZvHOO+9QXFyMv78/w4YNY8SIEWzbto2MjAyaNm3KAw88wH//+18effTRWtqqis2ZM0f5fdWqVWX/fWthWJEWLVqwb98+/va3v/HZZ59hMpl4/PHH+frrr6t93UchRP2m027930YhhHBh3bp1Y9CgQXz77bd4eHhUu4B0diUlJVy+fJlDhw4xZsyYctdvFELUf3LyiRBC3GLdunW0a9eOmTNn2nsoDufIkSO0a9eOMWPG2HsoQohaIkcMhRDihkOHDpVdzLlLly5yt4/fKSwsJCoqqux3Ly8v2rdvb8cRCSFs7f8BjdpbuEymwmgAAAAASUVORK5CYII=\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -489,19 +506,17 @@ "# Adjust output time axis for group delay to align output with input in plot \n", "groupDelay = (Ncoefs - 1) / 2\n", "print('Ncoefs = ' + str(len(hPrototype)))\n", - "print('groupDelay = ' + str(groupDelay) + ' interpolated samples')\n", "print('groupDelay = ' + str(groupDelay / Nup) + ' input samples')\n", + "print('groupDelay = ' + str(groupDelay) + ' interpolated samples')\n", "print('groupDelay = ' + str(groupDelay / Ndown) + ' resampled samples')\n", "tsUp = ts / Nup\n", "tsDown = tsUp * Ndown\n", "Dsim = 1 + (Nsim * Nup - 1) // Ndown\n", "tResample = (np.arange(0, Dsim) * tsDown) - groupDelay * tsUp\n", "\n", - "\n", "coefs = hPrototype * Nup\n", "resampledData = dsp.resample(wgData, Nup, Ndown, coefs, verify=True)\n", "\n", - "\n", "plt.plot(tWg, wgData, 'r-', tWg, wgData, 'r*')\n", "plt.plot(tResample, resampledData, 'b-', tResample, resampledData, 'b*')\n", "plt.title('Resampled data (Nup / Ndown = %d / %d)' % (Nup, Ndown))\n", @@ -509,13 +524,15 @@ "plt.ylabel('voltage')\n", "#plt.xlim([55, 65])\n", "plt.xlim([-5, 15])\n", + "plt.xlim([-5, 25])\n", + "plt.legend(['wg', '', 'resampled', ''])\n", "plt.grid(True)" ] }, { "cell_type": "code", "execution_count": null, - "id": "a6002978", + "id": "b4a95b55", "metadata": {}, "outputs": [], "source": []