From 45a9402d06ee67554d9c4bc00e2a17eab685c177 Mon Sep 17 00:00:00 2001 From: Tim Date: Mon, 26 Aug 2024 12:42:39 -0400 Subject: [PATCH] update notebook waveforms --- .../2_Native_gate_calibrations.ipynb | 40 +++++++------- .../3_Bell_pair_with_pulses_Rigetti.ipynb | 54 +++++++++---------- 2 files changed, 47 insertions(+), 47 deletions(-) diff --git a/examples/pulse_control/2_Native_gate_calibrations.ipynb b/examples/pulse_control/2_Native_gate_calibrations.ipynb index c5e47134c..4cd5158bf 100644 --- a/examples/pulse_control/2_Native_gate_calibrations.ipynb +++ b/examples/pulse_control/2_Native_gate_calibrations.ipynb @@ -200,9 +200,9 @@ "text": [ "OPENQASM 3.0;\n", "cal {\n", - " waveform wf_drag_gaussian_232 = drag_gaussian(40.0ns, 8.49321800288ns, -8.003773076623342e-10, 0.31648884333401933, false);\n", + " waveform wf_drag_gaussian_216 = drag_gaussian(40.0ns, 8.49321800288ns, -8.435404502787199e-10, 0.31648884333401933, false);\n", " barrier $30;\n", - " play(Transmon_30_charge_tx, wf_drag_gaussian_232);\n", + " play(Transmon_30_charge_tx, wf_drag_gaussian_216);\n", " barrier $30;\n", "}\n" ] @@ -223,15 +223,15 @@ "text": [ "OPENQASM 3.0;\n", "cal {\n", - " waveform wf_erf_square_654 = erf_square(116.0ns, 92.0ns, 1.698643600576ns, 0.2664423820261004, false);\n", - " waveform wf_erf_square_655 = erf_square(116.0ns, 92.0ns, 1.698643600576ns, 0.04421778229355596, false);\n", + " waveform wf_erf_square_846 = erf_square(116.0ns, 92.0ns, 1.698643600576ns, 0.0ns, 0.2661142711200482, false);\n", + " waveform wf_erf_square_847 = erf_square(116.0ns, 92.0ns, 1.698643600576ns, 0.0ns, 0.04421778229355596, false);\n", " barrier $144, $37, $30;\n", - " set_phase(Transmon_37_flux_tx_b0, 0.0);\n", + " set_phase(Transmon_37_flux_tx_b4, 0.0);\n", " set_phase(Transmon_144_flux_tx_b, 0.0);\n", - " play(Transmon_37_flux_tx_b0, wf_erf_square_654);\n", - " play(Transmon_144_flux_tx_b, wf_erf_square_655);\n", - " shift_phase(Transmon_37_charge_tx, 6.1705065877557885);\n", - " shift_phase(Transmon_30_charge_tx, 3.6591905948126557);\n", + " play(Transmon_37_flux_tx_b4, wf_erf_square_846);\n", + " play(Transmon_144_flux_tx_b, wf_erf_square_847);\n", + " shift_phase(Transmon_37_charge_tx, 0.005970897784479322);\n", + " shift_phase(Transmon_30_charge_tx, 3.6385562251261017);\n", " barrier $144, $37, $30;\n", "}\n" ] @@ -255,7 +255,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -286,7 +286,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Fidelity of the CZ gate between qubits 30 and 37: 0.917904745693834\n" + "Fidelity of the CZ gate between qubits 30 and 37: 0.9223353898002832\n" ] } ], @@ -358,7 +358,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -402,7 +402,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -448,11 +448,11 @@ "bit[2] b;\n", "qubit[38] q;\n", "cal {\n", - " waveform wf_drag_gaussian_232 = drag_gaussian(40.0ns, 8.49321800288ns, -8.003773076623342e-10, 0.31648884333401933, false);\n", + " waveform wf_drag_gaussian_216 = drag_gaussian(40.0ns, 8.49321800288ns, -8.435404502787199e-10, 0.31648884333401933, false);\n", "}\n", "defcal rx(1.5707963267948966) $30 {\n", " barrier $30;\n", - " play(Transmon_30_charge_tx, wf_drag_gaussian_232);\n", + " play(Transmon_30_charge_tx, wf_drag_gaussian_216);\n", " barrier $30;\n", "}\n", "rx(1.5707963267948966) q[30];\n", @@ -502,7 +502,7 @@ }, { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjcAAAGwCAYAAABVdURTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAh4ElEQVR4nO3df1SUdd7/8RdgzPgj0CJBbBIT1zQTFJNF19utM4ZpurZ1DmsZSGlrm7+a09mkErJO4WYalbaWm2ln68i2ueSuLh13ElsTcxWp7axWmoSrMkKujKKBMXP/0d3sd76iwTAw8PH5OGfOkc9c1zXv6Y94nuu6Zgjzer1eAQAAGCI81AMAAAAEE3EDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKN0CfUA7c3j8ejo0aO6/PLLFRYWFupxAABAM3i9Xp06dUrx8fEKD7/4uZlLLm6OHj0qm80W6jEAAEAADh8+rKuvvvqi21xycXP55ZdL+u4/TlRUVIinAQAAzeF2u2Wz2Xy/xy/mkoub7y9FRUVFETcAAHQyzbmlhBuKAQCAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGCWkcfPBBx9o8uTJio+PV1hYmIqKin5wn5KSEo0YMUIWi0WJiYlau3Ztm88JAAA6j5DGTV1dnZKSkrRy5cpmbX/o0CFNmjRJN910k8rLy7VgwQLNnDlT7733XhtPCgAAOouQ/lXwW2+9Vbfeemuzt1+1apX69++vZcuWSZIGDx6s7du36/nnn1d6enpbjQkAADqRTnXPTWlpqex2u99aenq6SktLL7hPfX293G633wMAAJgrpGduWqqqqkqxsbF+a7GxsXK73Tp79qy6du163j75+flavHhxe42ohIWb2u21AADoiCqWTArp63eqMzeByMnJUW1tre9x+PDhUI8EAADaUKc6cxMXFyeXy+W35nK5FBUV1eRZG0myWCyyWCztMR4AAOgAOtWZm7S0NDmdTr+1LVu2KC0tLUQTAQCAjiakcXP69GmVl5ervLxc0ncf9S4vL1dlZaWk7y4pZWZm+rafPXu2vvzyS/3617/W/v379fLLL+sPf/iDHnrooVCMDwAAOqCQxs3u3bs1fPhwDR8+XJLkcDg0fPhw5ebmSpKOHTvmCx1J6t+/vzZt2qQtW7YoKSlJy5Yt0+9+9zs+Bg4AAHzCvF6vN9RDtCe3263o6GjV1tYqKioq6Mfn01IAgEtdW3xaqiW/vzvVPTcAAAA/hLgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABglJDHzcqVK5WQkCCr1arU1FTt2rXrotsXFBRo0KBB6tq1q2w2mx566CF988037TQtAADo6EIaN4WFhXI4HMrLy1NZWZmSkpKUnp6u48ePN7n9W2+9pYULFyovL0/79u3Ta6+9psLCQj366KPtPDkAAOioQho3y5cv16xZs5Sdna0hQ4Zo1apV6tatm9asWdPk9jt27NCYMWN01113KSEhQbfccoumTZt20bM99fX1crvdfg8AAGCukMVNQ0OD9uzZI7vd/t9hwsNlt9tVWlra5D6jR4/Wnj17fDHz5ZdfavPmzZo4ceIFXyc/P1/R0dG+h81mC+4bAQAAHUqXUL1wTU2NGhsbFRsb67ceGxur/fv3N7nPXXfdpZqaGv3kJz+R1+vVt99+q9mzZ1/0slROTo4cDofvZ7fbTeAAAGCwkN9Q3BIlJSV65pln9PLLL6usrEwbNmzQpk2b9NRTT11wH4vFoqioKL8HAAAwV8jO3MTExCgiIkIul8tv3eVyKS4ursl9Fi1apHvuuUczZ86UJN1www2qq6vT/fffr8cee0zh4Z2q1QAAQBsIWQ1ERkYqJSVFTqfTt+bxeOR0OpWWltbkPmfOnDkvYCIiIiRJXq+37YYFAACdRsjO3EiSw+FQVlaWRo4cqVGjRqmgoEB1dXXKzs6WJGVmZqpv377Kz8+XJE2ePFnLly/X8OHDlZqaqgMHDmjRokWaPHmyL3IAAMClLaRxk5GRoerqauXm5qqqqkrJyckqLi723WRcWVnpd6bm8ccfV1hYmB5//HEdOXJEV111lSZPnqynn346VG8BAAB0MGHeS+x6jtvtVnR0tGpra9vk5uKEhZuCfkwAADqTiiWTgn7Mlvz+5g5cAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYJSA4sblcumee+5RfHy8unTpooiICL8HAABAqHQJZKcZM2aosrJSixYtUp8+fRQWFhbsuQAAAAISUNxs375df//735WcnNzqAVauXKmlS5eqqqpKSUlJeumllzRq1KgLbn/y5Ek99thj2rBhg06cOKF+/fqpoKBAEydObPUsAACg8wsobmw2m7xeb6tfvLCwUA6HQ6tWrVJqaqoKCgqUnp6uzz77TL179z5v+4aGBo0fP169e/fWH//4R/Xt21dfffWVevbs2epZAACAGQK656agoEALFy5URUVFq158+fLlmjVrlrKzszVkyBCtWrVK3bp105o1a5rcfs2aNTpx4oSKioo0ZswYJSQkaNy4cUpKSmrVHAAAwBwBxU1GRoZKSko0YMAAXX755briiiv8Hs3R0NCgPXv2yG63/3eY8HDZ7XaVlpY2uc/GjRuVlpamBx98ULGxsRo6dKieeeYZNTY2XvB16uvr5Xa7/R4AAMBcAV2WKigoaPUL19TUqLGxUbGxsX7rsbGx2r9/f5P7fPnll3r//fd19913a/PmzTpw4IB+9atf6dy5c8rLy2tyn/z8fC1evLjV8wIAgM4hoLjJysoK9hzN4vF41Lt3b7366quKiIhQSkqKjhw5oqVLl14wbnJycuRwOHw/u91u2Wy29hoZAAC0s4DiRpIaGxtVVFSkffv2SZKuv/56TZkypdnfcxMTE6OIiAi5XC6/dZfLpbi4uCb36dOnjy677DK/1xg8eLCqqqrU0NCgyMjI8/axWCyyWCzNfVsAAKCTC+iemwMHDmjw4MHKzMzUhg0btGHDBk2fPl3XX3+9Dh482KxjREZGKiUlRU6n07fm8XjkdDqVlpbW5D5jxozRgQMH5PF4fGuff/65+vTp02TYAACAS09AcTNv3jwNGDBAhw8fVllZmcrKylRZWan+/ftr3rx5zT6Ow+HQ6tWrtW7dOu3bt08PPPCA6urqlJ2dLUnKzMxUTk6Ob/sHHnhAJ06c0Pz58/X5559r06ZNeuaZZ/Tggw8G8jYAAICBArostW3bNu3cudPvk1FXXnmllixZojFjxjT7OBkZGaqurlZubq6qqqqUnJys4uJi303GlZWVCg//b3/ZbDa99957euihhzRs2DD17dtX8+fP1yOPPBLI2wAAAAYKKG4sFotOnTp13vrp06dbfHlozpw5mjNnTpPPlZSUnLeWlpamnTt3tug1AADApSOgy1K33Xab7r//fn300Ufyer3yer3auXOnZs+erSlTpgR7RgAAgGYLKG5efPFFDRgwQGlpabJarbJarRozZowSExP1wgsvBHtGAACAZgvoslTPnj317rvv6osvvvB94d7gwYOVmJgY1OEAAABaKuDvuZGkgQMHauDAgcGaBQAAoNWaHTcOh0NPPfWUunfv7veNv01Zvnx5qwcDAAAIRLPjZu/evTp37pzv3wAAAB1Rs+Nm69atTf4bAACgIwno01L33ntvk99zU1dXp3vvvbfVQwEAAAQqoLhZt26dzp49e9762bNn9cYbb7R6KAAAgEC16NNSbrfb96V9p06dktVq9T3X2NiozZs3q3fv3kEfEgAAoLlaFDc9e/ZUWFiYwsLC9KMf/ei858PCwrR48eKgDQcAANBSLYqbrVu3yuv16uabb9Y777zj94czIyMj1a9fP8XHxwd9SAAAgOZqUdyMGzdOknTo0CHZbDa/v9gNAADQEQT0DcX9+vWTJJ05c0aVlZVqaGjwe37YsGGtnwwAACAAAcVNdXW1srOz9de//rXJ5xsbG1s1FAAAQKACuq60YMECnTx5Uh999JG6du2q4uJirVu3TgMHDtTGjRuDPSMAAECzBXTm5v3339e7776rkSNHKjw8XP369dP48eMVFRWl/Px8TZo0KdhzAgAANEtAZ27q6up832fTq1cvVVdXS5JuuOEGlZWVBW86AACAFgoobgYNGqTPPvtMkpSUlKRXXnlFR44c0apVq9SnT5+gDggAANASAV2Wmj9/vo4dOyZJysvL04QJE/Tmm28qMjJSa9euDeZ8AAAALRJQ3EyfPt3375SUFH311Vfav3+/rrnmGsXExARtOAAAgJYKKG7+f926ddOIESOCcSgAAIBWaXbcOByOZh90+fLlAQ0DAADQWs2Om7179zZru7CwsICHAQAAaK1mx83WrVvbcg4AAICg4C9fAgAAowR0Q/FNN9100ctP77//fsADAQAAtEZAcZOcnOz387lz51ReXq5PP/1UWVlZwZgLAAAgIAHFzfPPP9/k+hNPPKHTp0+3aiAAAIDWCOo9N9OnT9eaNWuCeUgAAIAWCWrclJaWymq1BvOQAAAALRLQZamf//znfj97vV4dO3ZMu3fv1qJFi4IyGAAAQCACipvo6Gi/n8PDwzVo0CA9+eSTuuWWW4IyGAAAQCACipvXX3892HMAAAAERav+cObu3bu1b98+SdKQIUOUkpISlKEAAAACFVDc/Pvf/9a0adP04YcfqmfPnpKkkydPavTo0Vq/fr2uvvrqYM4IAADQbAF9WmrmzJk6d+6c9u3bpxMnTujEiRPat2+fPB6PZs6cGewZAQAAmi2gMzfbtm3Tjh07NGjQIN/aoEGD9NJLL2ns2LFBGw4AAKClAjpzY7PZdO7cufPWGxsbFR8f3+qhAAAAAhVQ3CxdulRz587V7t27fWu7d+/W/Pnz9dxzzwVtOAAAgJYK83q93pbu1KtXL505c0bffvutunT57srW9//u3r2737YnTpwIzqRB4na7FR0drdraWkVFRQX9+AkLNwX9mAAAdCYVSyYF/Zgt+f0d0D03BQUFgewGAADQ5gKKm6ysrGDPAQAAEBQBf4lfY2OjioqKfF/id/3112vKlCmKiIgI2nAAAAAtFVDcHDhwQBMnTtSRI0d8HwfPz8+XzWbTpk2bNGDAgKAOCQAA0FwBfVpq3rx5GjBggA4fPqyysjKVlZWpsrJS/fv317x584I9IwAAQLMF/CV+O3fu1BVXXOFbu/LKK7VkyRKNGTMmaMMBAAC0VEBnbiwWi06dOnXe+unTpxUZGdnqoQAAAAIVUNzcdtttuv/++/XRRx/J6/XK6/Vq586dmj17tqZMmRLsGQEAAJotoLh58cUXlZiYqNGjR8tqtcpqtWrMmDFKTEzUCy+8EOwZAQAAmq1F99x4PB4tXbpUGzduVENDg6ZOnaqsrCyFhYVp8ODBSkxMbKs5AQAAmqVFcfP000/riSeekN1uV9euXbV582ZFR0drzZo1bTUfAABAi7TostQbb7yhl19+We+9956Kior05z//WW+++aY8Hk9bzQcAANAiLYqbyspKTZw40fez3W5XWFiYjh49GvTBAAAAAtGiuPn2229ltVr91i677DKdO3cuqEMBAAAEqkX33Hi9Xs2YMUMWi8W39s0332j27Nnq3r27b23Dhg3BmxAAAKAFWhQ3Tf018OnTpwdtGAAAgNZqUdy8/vrrbTUHAABAUAT0JX4AAAAdVYeIm5UrVyohIUFWq1WpqanatWtXs/Zbv369wsLCNHXq1LYdEAAAdBohj5vCwkI5HA7l5eWprKxMSUlJSk9P1/Hjxy+6X0VFhR5++GGNHTu2nSYFAACdQcjjZvny5Zo1a5ays7M1ZMgQrVq1St26dbvotx43Njbq7rvv1uLFi3Xttde247QAAKCjC2ncNDQ0aM+ePbLb7b618PBw2e12lZaWXnC/J598Ur1799Z99933g69RX18vt9vt9wAAAOYKadzU1NSosbFRsbGxfuuxsbGqqqpqcp/t27frtdde0+rVq5v1Gvn5+YqOjvY9bDZbq+cGAAAdV8gvS7XEqVOndM8992j16tWKiYlp1j45OTmqra31PQ4fPtzGUwIAgFBq0ffcBFtMTIwiIiLkcrn81l0ul+Li4s7b/uDBg6qoqNDkyZN9a9//0c4uXbros88+04ABA/z2sVgsft+oDAAAzBbSMzeRkZFKSUmR0+n0rXk8HjmdTqWlpZ23/XXXXad//vOfKi8v9z2mTJmim266SeXl5VxyAgAAoT1zI0kOh0NZWVkaOXKkRo0apYKCAtXV1Sk7O1uSlJmZqb59+yo/P19Wq1VDhw71279nz56SdN46AAC4NIU8bjIyMlRdXa3c3FxVVVUpOTlZxcXFvpuMKysrFR7eqW4NAgAAIRTm9Xq9oR6iPbndbkVHR6u2tlZRUVFBP37Cwk1BPyYAAJ1JxZJJQT9mS35/c0oEAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABglA4RNytXrlRCQoKsVqtSU1O1a9euC267evVqjR07Vr169VKvXr1kt9svuj0AALi0hDxuCgsL5XA4lJeXp7KyMiUlJSk9PV3Hjx9vcvuSkhJNmzZNW7duVWlpqWw2m2655RYdOXKknScHAAAdUZjX6/WGcoDU1FTdeOONWrFihSTJ4/HIZrNp7ty5Wrhw4Q/u39jYqF69emnFihXKzMw87/n6+nrV19f7fna73bLZbKqtrVVUVFTw3sj/SVi4KejHBACgM6lYMinox3S73YqOjm7W7++QnrlpaGjQnj17ZLfbfWvh4eGy2+0qLS1t1jHOnDmjc+fO6Yorrmjy+fz8fEVHR/seNpstKLMDAICOKaRxU1NTo8bGRsXGxvqtx8bGqqqqqlnHeOSRRxQfH+8XSP+vnJwc1dbW+h6HDx9u9dwAAKDj6hLqAVpjyZIlWr9+vUpKSmS1WpvcxmKxyGKxtPNkAAAgVEIaNzExMYqIiJDL5fJbd7lciouLu+i+zz33nJYsWaK//e1vGjZsWFuOCQAAOpGQXpaKjIxUSkqKnE6nb83j8cjpdCotLe2C+z377LN66qmnVFxcrJEjR7bHqAAAoJMI+WUph8OhrKwsjRw5UqNGjVJBQYHq6uqUnZ0tScrMzFTfvn2Vn58vSfrNb36j3NxcvfXWW0pISPDdm9OjRw/16NEjZO8DAAB0DCGPm4yMDFVXVys3N1dVVVVKTk5WcXGx7ybjyspKhYf/9wTTb3/7WzU0NOjOO+/0O05eXp6eeOKJ9hwdAAB0QCH/npv21pLPyQeC77kBAFzqLunvuQEAAAg24gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABG6RBxs3LlSiUkJMhqtSo1NVW7du266PZvv/22rrvuOlmtVt1www3avHlzO00KAAA6upDHTWFhoRwOh/Ly8lRWVqakpCSlp6fr+PHjTW6/Y8cOTZs2Tffdd5/27t2rqVOnaurUqfr000/beXIAANARhXm9Xm8oB0hNTdWNN96oFStWSJI8Ho9sNpvmzp2rhQsXnrd9RkaG6urq9Je//MW39uMf/1jJyclatWrVD76e2+1WdHS0amtrFRUVFbw38n8SFm4K+jEBAOhMKpZMCvoxW/L7u0vQX70FGhoatGfPHuXk5PjWwsPDZbfbVVpa2uQ+paWlcjgcfmvp6ekqKipqcvv6+nrV19f7fq6trZX03X+ktuCpP9MmxwUAoLNoi9+x3x+zOedkQho3NTU1amxsVGxsrN96bGys9u/f3+Q+VVVVTW5fVVXV5Pb5+flavHjxees2my3AqQEAwMVEF7TdsU+dOqXo6OiLbhPSuGkPOTk5fmd6PB6PTpw4oSuvvFJhYWEhnAxAsLndbtlsNh0+fLhNLjsDCB2v16tTp04pPj7+B7cNadzExMQoIiJCLpfLb93lcikuLq7JfeLi4lq0vcVikcVi8Vvr2bNn4EMD6PCioqKIG8BAP3TG5nsh/bRUZGSkUlJS5HQ6fWsej0dOp1NpaWlN7pOWlua3vSRt2bLlgtsDAIBLS8gvSzkcDmVlZWnkyJEaNWqUCgoKVFdXp+zsbElSZmam+vbtq/z8fEnS/PnzNW7cOC1btkyTJk3S+vXrtXv3br366quhfBsAAKCDCHncZGRkqLq6Wrm5uaqqqlJycrKKi4t9Nw1XVlYqPPy/J5hGjx6tt956S48//rgeffRRDRw4UEVFRRo6dGio3gKADsJisSgvL++8S9EALi0h/54bAACAYAr5NxQDAAAEE3EDAACMQtwAAACjEDcAAMAoxA0AY6xcuVIJCQmyWq1KTU3Vrl27Qj0SgBAgbgAYobCwUA6HQ3l5eSorK1NSUpLS09N1/PjxUI8GoJ3xUXAARkhNTdWNN96oFStWSPru285tNpvmzp2rhQsXhng6AO2JMzcAOr2Ghgbt2bNHdrvdtxYeHi673a7S0tIQTgYgFIgbAJ1eTU2NGhsbfd9s/r3Y2FhVVVWFaCoAoULcAAAAoxA3ADq9mJgYRUREyOVy+a27XC7FxcWFaCoAoULcAOj0IiMjlZKSIqfT6VvzeDxyOp1KS0sL4WQAQiHkfxUcAILB4XAoKytLI0eO1KhRo1RQUKC6ujplZ2eHejQA7Yy4AWCEjIwMVVdXKzc3V1VVVUpOTlZxcfF5NxkDMB/fcwMAAIzCPTcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNgA6lurpaDzzwgK655hpZLBbFxcUpPT1dH374oSQpLCxMRUVFLT5uQkKCCgoKgjssgA6Jvy0FoEO544471NDQoHXr1unaa6+Vy+WS0+nU119/HerRAHQS/G0pAB3GyZMn1atXL5WUlGjcuHHnPZ+QkKCvvvrK93O/fv1UUVGhgwcPyuFwaOfOnaqrq9PgwYOVn58vu90uSfrpT3+qbdu2+R3r+//1bd++XTk5Odq9e7diYmJ0++23Kz8/X927d2/DdwqgLXFZCkCH0aNHD/Xo0UNFRUWqr68/7/l//OMfkqTXX39dx44d8/18+vRpTZw4UU6nU3v37tWECRM0efJkVVZWSpI2bNigq6++Wk8++aSOHTumY8eOSZIOHjyoCRMm6I477tAnn3yiwsJCbd++XXPmzGmndwygLXDmBkCH8s4772jWrFk6e/asRowYoXHjxukXv/iFhg0bJum7e27+9Kc/aerUqRc9ztChQzV79mxfqCQkJGjBggVasGCBb5uZM2cqIiJCr7zyim9t+/btGjdunOrq6mS1WoP+/gC0Pc7cAOhQ7rjjDh09elQbN27UhAkTVFJSohEjRmjt2rUX3Of06dN6+OGHNXjwYPXs2VM9evTQvn37fGduLuTjjz/W2rVrfWeMevToofT0dHk8Hh06dCjI7wxAe+GGYgAdjtVq1fjx4zV+/HgtWrRIM2fOVF5enmbMmNHk9g8//LC2bNmi5557TomJieratavuvPNONTQ0XPR1Tp8+rV/+8peaN2/eec9dc801wXgrAEKAuAHQ4Q0ZMsT38e/LLrtMjY2Nfs9/+OGHmjFjhm6//XZJ30VLRUWF3zaRkZHn7TdixAj961//UmJiYpvNDqD9cVkKQIfx9ddf6+abb9bvf/97ffLJJzp06JDefvttPfvss/rZz34m6bt7Z5xOp6qqqvSf//xHkjRw4EBt2LBB5eXl+vjjj3XXXXfJ4/H4HTshIUEffPCBjhw5opqaGknSI488oh07dmjOnDkqLy/XF198oXfffZcbioFOjrgB0GH06NFDqampev755/U///M/Gjp0qBYtWqRZs2ZpxYoVkqRly5Zpy5YtstlsGj58uCRp+fLl6tWrl0aPHq3JkycrPT1dI0aM8Dv2k08+qYqKCg0YMEBXXXWVJGnYsGHatm2bPv/8c40dO1bDhw9Xbm6u4uPj2/eNAwgqPi0FAACMwpkbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARvlfOz+mztJKflkAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -517,7 +517,7 @@ "phi = FreeParameter(\"phi\")\n", "\n", "drive_frame = device.frames[\"Transmon_30_charge_tx\"]\n", - "x90 = pulse_sequence_rx_pi_2_q30._waveforms[\"wf_drag_gaussian_232\"]\n", + "x90 = pulse_sequence_rx_pi_2_q30._waveforms[\"wf_drag_gaussian_216\"]\n", "\n", "U_sequence = (\n", " PulseSequence()\n", @@ -576,7 +576,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -590,9 +590,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.10" + "version": "3.10.9" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/examples/pulse_control/3_Bell_pair_with_pulses_Rigetti.ipynb b/examples/pulse_control/3_Bell_pair_with_pulses_Rigetti.ipynb index a7b021644..ab4792438 100644 --- a/examples/pulse_control/3_Bell_pair_with_pulses_Rigetti.ipynb +++ b/examples/pulse_control/3_Bell_pair_with_pulses_Rigetti.ipynb @@ -149,7 +149,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjcAAAGwCAYAAABVdURTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAA9hAAAPYQGoP6dpAAAkYElEQVR4nO3df3AU9f3H8dclkDtCSABTE4MH0YQCqUIkadJgFbSnYUApls5QWyVEibWKaG/sKLYkiu0cCsb4gxq1DdhqK+OUoq2Wjr0CFg1QCFFbkapDDAIXQpGEBE0wt98/HM/vNQGS45JNPjwfMzvD7e1u3tedwtO9vYvDsixLAAAAhoixewAAAIBoIm4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYJRBdg/Q14LBoPbv369hw4bJ4XDYPQ4AAOgGy7J09OhRpaWlKSbm5Ndmzri42b9/v9xut91jAACACOzdu1fnnnvuSbc54+Jm2LBhkj7/HycxMdHmaQAAQHc0NzfL7XaH/h0/mTMubr54KyoxMZG4AQBggOnOLSXcUAwAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCiD7B7ANOl3v2z3CGesumUz7R4BANAPcOUGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGKVfxM3KlSuVnp4ul8ul/Px8bdu27YTbrl69Wg6HI2xxuVx9OC0AAOjPbI+bNWvWyOv1qqysTDU1NZo0aZIKCwt18ODBE+6TmJioAwcOhJYPP/ywDycGAAD9me1xU15erpKSEhUXFysrK0uVlZWKj49XVVXVCfdxOBxKTU0NLSkpKSfctq2tTc3NzWELAAAwl61x097erh07dsjj8YTWxcTEyOPxqLq6+oT7tbS0aMyYMXK73fr2t7+tf//73yfc1ufzKSkpKbS43e6ovgYAANC/2Bo3hw4dUkdHR6crLykpKQoEAl3uM27cOFVVVenFF1/Us88+q2AwqClTpuijjz7qcvvFixerqakptOzduzfqrwMAAPQfg+weoKcKCgpUUFAQejxlyhRNmDBBTz75pO6///5O2zudTjmdzr4cEQAA2MjWKzfJycmKjY1VQ0ND2PqGhgalpqZ26xiDBw/WRRddpPfff783RgQAAAOMrXETFxennJwc+f3+0LpgMCi/3x92deZkOjo69Pbbb+ucc87prTEBAMAAYvvbUl6vV0VFRcrNzVVeXp4qKirU2tqq4uJiSdK8efM0atQo+Xw+SdLSpUv1jW98Q5mZmTpy5IiWL1+uDz/8UAsWLLDzZQAAgH7C9riZO3euGhsbVVpaqkAgoOzsbK1fvz50k3F9fb1iYr68wPTxxx+rpKREgUBAI0aMUE5Ojt544w1lZWXZ9RIAAEA/4rAsy7J7iL7U3NyspKQkNTU1KTExMerHT7/75agfE91Tt2ym3SMAAHpJT/79tv1L/AAAAKKJuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABglH4RNytXrlR6erpcLpfy8/O1bdu2bu33/PPPy+FwaPbs2b07IAAAGDBsj5s1a9bI6/WqrKxMNTU1mjRpkgoLC3Xw4MGT7ldXV6c777xTl1xySR9NCgAABgLb46a8vFwlJSUqLi5WVlaWKisrFR8fr6qqqhPu09HRoR/84Ae67777dP755/fhtAAAoL+zNW7a29u1Y8cOeTye0LqYmBh5PB5VV1efcL+lS5fq7LPP1o033njKn9HW1qbm5uawBQAAmMvWuDl06JA6OjqUkpIStj4lJUWBQKDLfTZv3qxf//rXevrpp7v1M3w+n5KSkkKL2+0+7bkBAED/ZfvbUj1x9OhRXX/99Xr66aeVnJzcrX0WL16spqam0LJ3795enhIAANhpkJ0/PDk5WbGxsWpoaAhb39DQoNTU1E7bf/DBB6qrq9PVV18dWhcMBiVJgwYN0u7du5WRkRG2j9PplNPp7IXpAQBAf2TrlZu4uDjl5OTI7/eH1gWDQfn9fhUUFHTafvz48Xr77bdVW1sbWmbNmqXLLrtMtbW1vOUEAADsvXIjSV6vV0VFRcrNzVVeXp4qKirU2tqq4uJiSdK8efM0atQo+Xw+uVwuXXDBBWH7Dx8+XJI6rQcAAGcm2+Nm7ty5amxsVGlpqQKBgLKzs7V+/frQTcb19fWKiRlQtwYBAAAbOSzLsuweoi81NzcrKSlJTU1NSkxMjPrx0+9+OerHRPfULZtp9wgAgF7Sk3+/bb9yAwBAb+A/Nu1j939s8n4PAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjBJR3DQ0NOj6669XWlqaBg0apNjY2LAFAADALoMi2Wn+/Pmqr6/XkiVLdM4558jhcER7LgAAgIhEFDebN2/WP/7xD2VnZ0d5HAAAgNMT0dtSbrdblmVFexYAAIDTFlHcVFRU6O6771ZdXV2UxwEAADg9Eb0tNXfuXB07dkwZGRmKj4/X4MGDw54/fPhwVIYDAADoqYjipqKiIspjAAAAREdEcVNUVBTtOQAAAKIioriRpI6ODq1bt067du2SJH3ta1/TrFmz+J4bAABgq4ji5v3339eMGTO0b98+jRs3TpLk8/nkdrv18ssvKyMjI6pDAgAAdFdEn5ZatGiRMjIytHfvXtXU1Kimpkb19fU677zztGjRoh4fb+XKlUpPT5fL5VJ+fr62bdt2wm3Xrl2r3NxcDR8+XEOHDlV2drZ++9vfRvIyAACAgSK6crNp0yZt2bJFI0eODK0766yztGzZMl188cU9OtaaNWvk9XpVWVmp/Px8VVRUqLCwULt379bZZ5/dafuRI0fqpz/9qcaPH6+4uDj9+c9/VnFxsc4++2wVFhZG8nIAAIBBIrpy43Q6dfTo0U7rW1paFBcX16NjlZeXq6SkRMXFxcrKylJlZaXi4+NVVVXV5fbTpk3TNddcowkTJigjI0O33367Jk6cqM2bN0fyUgAAgGEiipurrrpKN910k7Zu3SrLsmRZlrZs2aKbb75Zs2bN6vZx2tvbtWPHDnk8ni8HiomRx+NRdXX1Kfe3LEt+v1+7d+/WpZde2uU2bW1tam5uDlsAAIC5IoqbRx99VBkZGSooKJDL5ZLL5dLFF1+szMxMPfLII90+zqFDh9TR0aGUlJSw9SkpKQoEAifcr6mpSQkJCYqLi9PMmTP12GOP6YorruhyW5/Pp6SkpNDidru7PR8AABh4IrrnZvjw4XrxxRf13nvv6d1335UkTZgwQZmZmVEd7kSGDRum2tpatbS0yO/3y+v16vzzz9e0adM6bbt48WJ5vd7Q4+bmZgIHAACDRfw9N5I0duxYjR07NuL9k5OTFRsbq4aGhrD1DQ0NSk1NPeF+MTExoZDKzs7Wrl275PP5uowbp9Mpp9MZ8YwAAGBg6XbceL1e3X///Ro6dGjYlZCulJeXd+uYcXFxysnJkd/v1+zZsyVJwWBQfr9fCxcu7O5oCgaDamtr6/b2AADAXN2Om507d+r48eOhP0eL1+tVUVGRcnNzlZeXp4qKCrW2tqq4uFiSNG/ePI0aNUo+n0/S5/fQ5ObmKiMjQ21tbXrllVf029/+Vk888UTUZgIAAANXt+Nmw4YNXf75dM2dO1eNjY0qLS1VIBBQdna21q9fH7rJuL6+XjExX9733NraqltuuUUfffSRhgwZovHjx+vZZ5/V3LlzozYTAAAYuByWZVk93emGG27QI488omHDhoWtb21t1W233XbC76jpD5qbm5WUlKSmpiYlJiZG/fjpd78c9WOie+qWzbR7BAD9CH8f26c3/j7uyb/fEX0U/JlnntEnn3zSaf0nn3yi3/zmN5EcEgAAICp69Gmp5ubm0Jf2HT16VC6XK/RcR0eHXnnllS5/ZQIAAEBf6VHcDB8+XA6HQw6HQ1/96lc7Pe9wOHTfffdFbTgAAICe6lHcbNiwQZZl6fLLL9cf/vCHsF+cGRcXpzFjxigtLS3qQwIAAHRXj+Jm6tSpkqQ9e/bI7XaHfYoJAACgP4joG4rHjBkjSTp27Jjq6+vV3t4e9vzEiRNPfzIAAIAIRBQ3jY2NKi4u1l/+8pcun+/o6DitoQAAACIV0ftKd9xxh44cOaKtW7dqyJAhWr9+vZ555hmNHTtWL730UrRnBAAA6LaIrtz8/e9/14svvqjc3FzFxMRozJgxuuKKK5SYmCifz6eZM/kyNQAAYI+Irty0traGvs9mxIgRamxslCRdeOGFqqmpid50AAAAPRRR3IwbN067d++WJE2aNElPPvmk9u3bp8rKSp1zzjlRHRAAAKAnInpb6vbbb9eBAwckSWVlZZo+fbqee+45xcXFafXq1dGcDwAAoEciipvrrrsu9OecnBx9+OGHevfddzV69GglJydHbTgAAICeiihu/ld8fLwmT54cjUMBAACclm7Hjdfr7fZBy8vLIxoGAADgdHU7bnbu3Nmt7RwOR8TDAAAAnK5ux82GDRt6cw4AAICo4DdfAgAAo0R0Q/Fll1120ref/v73v0c8EAAAwOmIKG6ys7PDHh8/fly1tbX617/+paKiomjMBQAAEJGI4ubhhx/ucv29996rlpaW0xoIAADgdET1npvrrrtOVVVV0TwkAABAj0Q1bqqrq+VyuaJ5SAAAgB6J6G2p73znO2GPLcvSgQMHtH37di1ZsiQqgwEAAEQiorhJSkoKexwTE6Nx48Zp6dKluvLKK6MyGAAAQCQiiptVq1ZFew4AAICoOK1fnLl9+3bt2rVLkpSVlaWcnJyoDAUAABCpiOLmo48+0rXXXqvXX39dw4cPlyQdOXJEU6ZM0fPPP69zzz03mjMCAAB0W0SfllqwYIGOHz+uXbt26fDhwzp8+LB27dqlYDCoBQsWRHtGAACAbovoys2mTZv0xhtvaNy4caF148aN02OPPaZLLrkkasMBAAD0VERXbtxut44fP95pfUdHh9LS0k57KAAAgEhFFDfLly/Xbbfdpu3bt4fWbd++XbfffrtWrFgRteEAAAB6KqK3pebPn69jx44pPz9fgwZ9fojPPvtMgwYN0g033KAbbrghtO3hw4ejMykAAEA3RBQ3FRUVUR4DAAAgOiKKm6KiomjPAQAAEBURf4lfR0eH1q1bF/oSv6997WuaNWuWYmNjozYcAABAT0UUN++//75mzJihffv2hT4O7vP55Ha79fLLLysjIyOqQwIAAHRXRJ+WWrRokTIyMrR3717V1NSopqZG9fX1Ou+887Ro0aJozwgAANBtEX+J35YtWzRy5MjQurPOOkvLli3TxRdfHLXhAAAAeiqiKzdOp1NHjx7ttL6lpUVxcXGnPRQAAECkIoqbq666SjfddJO2bt0qy7JkWZa2bNmim2++WbNmzYr2jAAAAN0WUdw8+uijyszM1JQpU+RyueRyuXTxxRcrMzNTjzzySLRnBAAA6LYe3XMTDAa1fPlyvfTSS2pvb9fs2bNVVFQkh8OhCRMmKDMzs7fmBAAA6JYexc0vfvEL3XvvvfJ4PBoyZIheeeUVJSUlqaqqqrfmAwAA6JEevS31m9/8Rr/85S/117/+VevWrdOf/vQnPffccwoGg701HwAAQI/0KG7q6+s1Y8aM0GOPxyOHw6H9+/dHfTAAAIBI9ChuPvvsM7lcrrB1gwcP1vHjx6M6FAAAQKR6dM+NZVmaP3++nE5naN2nn36qm2++WUOHDg2tW7t2bfQmBAAA6IEexU1Xvw38uuuui9owAAAAp6tHcbNq1aremgMAACAqIvoSPwAAgP6KuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUfpF3KxcuVLp6elyuVzKz8/Xtm3bTrjt008/rUsuuUQjRozQiBEj5PF4Tro9AAA4s9geN2vWrJHX61VZWZlqamo0adIkFRYW6uDBg11uv3HjRl177bXasGGDqqur5Xa7deWVV2rfvn19PDkAAOiPbI+b8vJylZSUqLi4WFlZWaqsrFR8fLyqqqq63P65557TLbfcouzsbI0fP16/+tWvFAwG5ff7u9y+ra1Nzc3NYQsAADCXrXHT3t6uHTt2yOPxhNbFxMTI4/Gourq6W8c4duyYjh8/rpEjR3b5vM/nU1JSUmhxu91RmR0AAPRPtsbNoUOH1NHRoZSUlLD1KSkpCgQC3TrGXXfdpbS0tLBA+v8WL16spqam0LJ3797TnhsAAPRfPfrFmf3NsmXL9Pzzz2vjxo1yuVxdbuN0OuV0Ovt4MgAAYBdb4yY5OVmxsbFqaGgIW9/Q0KDU1NST7rtixQotW7ZMf/vb3zRx4sTeHBMAAAwgtr4tFRcXp5ycnLCbgb+4ObigoOCE+z344IO6//77tX79euXm5vbFqAAAYICw/W0pr9eroqIi5ebmKi8vTxUVFWptbVVxcbEkad68eRo1apR8Pp8k6YEHHlBpaal+97vfKT09PXRvTkJCghISEmx7HQAAoH+wPW7mzp2rxsZGlZaWKhAIKDs7W+vXrw/dZFxfX6+YmC8vMD3xxBNqb2/Xd7/73bDjlJWV6d577+3L0QEAQD9ke9xI0sKFC7Vw4cIun9u4cWPY47q6ut4fCAAADFi2f4kfAABANBE3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxie9ysXLlS6enpcrlcys/P17Zt20647b///W/NmTNH6enpcjgcqqio6LtBAQDAgGBr3KxZs0Zer1dlZWWqqanRpEmTVFhYqIMHD3a5/bFjx3T++edr2bJlSk1N7eNpAQDAQGBr3JSXl6ukpETFxcXKyspSZWWl4uPjVVVV1eX2X//617V8+XJ973vfk9Pp7ONpAQDAQGBb3LS3t2vHjh3yeDxfDhMTI4/Ho+rq6qj9nLa2NjU3N4ctAADAXLbFzaFDh9TR0aGUlJSw9SkpKQoEAlH7OT6fT0lJSaHF7XZH7dgAAKD/sf2G4t62ePFiNTU1hZa9e/faPRIAAOhFg+z6wcnJyYqNjVVDQ0PY+oaGhqjeLOx0Ork/BwCAM4htV27i4uKUk5Mjv98fWhcMBuX3+1VQUGDXWAAAYICz7cqNJHm9XhUVFSk3N1d5eXmqqKhQa2uriouLJUnz5s3TqFGj5PP5JH1+E/I777wT+vO+fftUW1urhIQEZWZm2vY6AABA/2Fr3MydO1eNjY0qLS1VIBBQdna21q9fH7rJuL6+XjExX15c2r9/vy666KLQ4xUrVmjFihWaOnWqNm7c2NfjAwCAfsjWuJGkhQsXauHChV0+97/Bkp6eLsuy+mAqAAAwUBn/aSkAAHBmIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGGWQ3QMAgJ3S737Z7hHOWHXLZto9AgzFlRsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARhlk9wDAQJB+98t2j3DGqls20+4RAAwwXLkBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABilX8TNypUrlZ6eLpfLpfz8fG3btu2k27/wwgsaP368XC6XLrzwQr3yyit9NCkAAOjvbI+bNWvWyOv1qqysTDU1NZo0aZIKCwt18ODBLrd/4403dO211+rGG2/Uzp07NXv2bM2ePVv/+te/+nhyAADQH9keN+Xl5SopKVFxcbGysrJUWVmp+Ph4VVVVdbn9I488ounTp+snP/mJJkyYoPvvv1+TJ0/W448/3seTAwCA/miQnT+8vb1dO3bs0OLFi0PrYmJi5PF4VF1d3eU+1dXV8nq9YesKCwu1bt26Lrdva2tTW1tb6HFTU5Mkqbm5+TSn71qw7VivHBen1lvnVOK82qk3z6vEubUT59ZcvXFuvzimZVmn3NbWuDl06JA6OjqUkpIStj4lJUXvvvtul/sEAoEutw8EAl1u7/P5dN9993Va73a7I5wa/VVShd0ToDdwXs3FuTVXb57bo0ePKikp6aTb2Bo3fWHx4sVhV3qCwaAOHz6ss846Sw6Hw8bJ+pfm5ma53W7t3btXiYmJdo+DKOLcmotzaybOa9csy9LRo0eVlpZ2ym1tjZvk5GTFxsaqoaEhbH1DQ4NSU1O73Cc1NbVH2zudTjmdzrB1w4cPj3xowyUmJvJ/JkNxbs3FuTUT57WzU12x+YKtNxTHxcUpJydHfr8/tC4YDMrv96ugoKDLfQoKCsK2l6RXX331hNsDAIAzi+1vS3m9XhUVFSk3N1d5eXmqqKhQa2uriouLJUnz5s3TqFGj5PP5JEm33367pk6dqoceekgzZ87U888/r+3bt+upp56y82UAAIB+wva4mTt3rhobG1VaWqpAIKDs7GytX78+dNNwfX29YmK+vMA0ZcoU/e53v9PPfvYz3XPPPRo7dqzWrVunCy64wK6XYASn06mysrJOb+Fh4OPcmotzaybO6+lzWN35TBUAAMAAYfuX+AEAAEQTcQMAAIxC3AAAAKMQNwAAwCjEzRlo5cqVSk9Pl8vlUn5+vrZt2xZ67tNPP9Wtt96qs846SwkJCZozZ06nL01E/3Wyc/vUU09p2rRpSkxMlMPh0JEjR+wbFN322muv6eqrr1ZaWpocDken36NnWZZKS0t1zjnnaMiQIfJ4PHrvvffsGRY9cqpzu3btWl155ZWhb9Svra21Zc6BiLg5w6xZs0Zer1dlZWWqqanRpEmTVFhYqIMHD0qSfvzjH+tPf/qTXnjhBW3atEn79+/Xd77zHZunRnec6tweO3ZM06dP1z333GPzpOiJ1tZWTZo0SStXruzy+QcffFCPPvqoKisrtXXrVg0dOlSFhYX69NNP+3hS9NSpzm1ra6u++c1v6oEHHujjyQxg4YySl5dn3XrrraHHHR0dVlpamuXz+awjR45YgwcPtl544YXQ87t27bIkWdXV1XaMix442bn9/zZs2GBJsj7++OM+nhCnS5L1xz/+MfQ4GAxaqamp1vLly0Prjhw5YjmdTuv3v/+9DRMiUv97bv+/PXv2WJKsnTt39ulMAxlXbs4g7e3t2rFjhzweT2hdTEyMPB6PqqurtWPHDh0/fjzs+fHjx2v06NGqrq62Y2R006nOLcy0Z88eBQKBsPOelJSk/Px8zjvOaMTNGeTQoUPq6OgIffvzF1JSUhQIBBQIBBQXF9fpF4t+8Tz6r1OdW5jpi3PLeQfCETcAAMAoxM0ZJDk5WbGxsZ0+/dTQ0KDU1FSlpqaqvb2906dovnge/depzi3M9MW55bwD4YibM0hcXJxycnLk9/tD64LBoPx+vwoKCpSTk6PBgweHPb97927V19eroKDAjpHRTac6tzDTeeedp9TU1LDz3tzcrK1bt3LecUaz/beCo295vV4VFRUpNzdXeXl5qqioUGtrq4qLi5WUlKQbb7xRXq9XI0eOVGJiom677TYVFBToG9/4ht2j4xROdm4lhe6rev/99yVJb7/9toYNG6bRo0dr5MiRdo6Ok2hpaQmdM+nzm4hra2s1cuRIjR49WnfccYd+/vOfa+zYsTrvvPO0ZMkSpaWlafbs2fYNjW451bk9fPiw6uvrtX//fkmf/8empNCVdpyE3R/XQt977LHHrNGjR1txcXFWXl6etWXLltBzn3zyiXXLLbdYI0aMsOLj461rrrnGOnDggI3ToidOdm7LysosSZ2WVatW2TcwTumLj+7/71JUVGRZ1ucfB1+yZImVkpJiOZ1O61vf+pa1e/due4dGt5zq3K5atarL58vKymydeyBwWJZl9W1OAQAA9B7uuQEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4A9CuNjY360Y9+pNGjR8vpdCo1NVWFhYV6/fXXJUkOh0Pr1q3r8XHT09NVUVER3WEB9Ev84kwA/cqcOXPU3t6uZ555Rueff74aGhrk9/v13//+1+7RAAwQ/G4pAP3GkSNHNGLECG3cuFFTp07t9Hx6ero+/PDD0OMxY8aorq5OH3zwgbxer7Zs2aLW1lZNmDBBPp9PHo9HkjRt2jRt2rQp7Fhf/NW3efNmLV68WNu3b1dycrKuueYa+Xw+DR06tBdfKYDexNtSAPqNhIQEJSQkaN26dWpra+v0/D//+U9J0qpVq3TgwIHQ45aWFs2YMUN+v187d+7U9OnTdfXVV6u+vl6StHbtWp177rlaunSpDhw4oAMHDkiSPvjgA02fPl1z5szRW2+9pTVr1mjz5s1auHBhH71iAL2BKzcA+pU//OEPKikp0SeffKLJkydr6tSp+t73vqeJEydK+vyemz/+8Y+aPXv2SY9zwQUX6Oabbw6FSnp6uu644w7dcccdoW0WLFig2NhYPfnkk6F1mzdv1tSpU9Xa2iqXyxX11weg93HlBkC/MmfOHO3fv18vvfSSpk+fro0bN2ry5MlavXr1CfdpaWnRnXfeqQkTJmj48OFKSEjQrl27QlduTuTNN9/U6tWrQ1eMEhISVFhYqGAwqD179kT5lQHoK9xQDKDfcblcuuKKK3TFFVdoyZIlWrBggcrKyjR//vwut7/zzjv16quvasWKFcrMzNSQIUP03e9+V+3t7Sf9OS0tLfrhD3+oRYsWdXpu9OjR0XgpAGxA3ADo97KyskIf/x48eLA6OjrCnn/99dc1f/58XXPNNZI+j5a6urqwbeLi4jrtN3nyZL3zzjvKzMzstdkB9D3elgLQb/z3v//V5ZdfrmeffVZvvfWW9uzZoxdeeEEPPvigvv3tb0v6/N4Zv9+vQCCgjz/+WJI0duxYrV27VrW1tXrzzTf1/e9/X8FgMOzY6enpeu2117Rv3z4dOnRIknTXXXfpjTfe0MKFC1VbW6v33ntPL774IjcUAwMccQOg30hISFB+fr4efvhhXXrppbrgggu0ZMkSlZSU6PHHH5ckPfTQQ3r11Vfldrt10UUXSZLKy8s1YsQITZkyRVdffbUKCws1efLksGMvXbpUdXV1ysjI0Fe+8hVJ0sSJE7Vp0yb95z//0SWXXKKLLrpIpaWlSktL69sXDiCq+LQUAAAwClduAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGOX/AHUIakaOsUNEAAAAAElFTkSuQmCC", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjcAAAGwCAYAAABVdURTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAkLklEQVR4nO3de1TUdf7H8deAMqMSqFEQhuJtvWSCwkLYltWO4elilp1j7ZaISeuWqTvbnrJdoWx3x9KIMjeqXS9ttXo6mdXWuqed1NZCXUW6mpsdCVIHMVMEC4yZ3x+dpt8sqDAMfOHj83HOnCPfG+/Z71l99p3vzNj8fr9fAAAAhoiwegAAAIBwIm4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYJRuVg/Q0Xw+n/bv36+zzjpLNpvN6nEAAEAL+P1+HTt2TImJiYqIOPW1mTMubvbv36+kpCSrxwAAACGorKzU+eeff8ptzri4OeussyR99z9OTEyMxdMAAICWqKmpUVJSUuDf8VM54+Lm+5eiYmJiiBsAALqYltxSwg3FAADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACM0s3qAQAAaA/J975u9QhnrPJFV1v6+7lyAwAAjELcAAAAo3SKuFm2bJmSk5PlcDiUmZmpbdu2nXTblStXymazBT0cDkcHTgsAADozy+NmzZo1crlcKigoUGlpqVJSUpSdna2DBw+edJ+YmBgdOHAg8Pj88887cGIAANCZWR43hYWFysvLU25urkaOHKni4mL17NlTy5cvP+k+NptNCQkJgUd8fHwHTgwAADozS+OmoaFBO3bskNPpDCyLiIiQ0+lUSUnJSferra3VgAEDlJSUpOuuu04fffTRSbetr69XTU1N0AMAAJjL0rg5dOiQGhsbm1x5iY+Pl9frbXafYcOGafny5XrllVf03HPPyefzady4cfriiy+a3d7tdis2NjbwSEpKCvvzAAAAnYflL0u1VlZWlqZNm6bU1FSNHz9ea9eu1TnnnKOnnnqq2e3nz5+vo0ePBh6VlZUdPDEAAOhIln6IX1xcnCIjI1VVVRW0vKqqSgkJCS06Rvfu3TVmzBjt2bOn2fV2u112u73NswIAgK7B0is3UVFRSktLk8fjCSzz+XzyeDzKyspq0TEaGxv1wQcf6LzzzmuvMQEAQBdi+dcvuFwu5eTkKD09XRkZGSoqKlJdXZ1yc3MlSdOmTVO/fv3kdrslSQsXLtRFF12kIUOG6MiRI1q8eLE+//xzzZw508qnAQAAOgnL42bq1Kmqrq5Wfn6+vF6vUlNTtX79+sBNxhUVFYqI+OEC01dffaW8vDx5vV716dNHaWlpevfddzVy5EirngIAAOhEbH6/32/1EB2ppqZGsbGxOnr0qGJiYqweBwDQTvjiTOu0xxdntubf7y73bikAAIBTIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYJRuVg9gmuR7X7d6hDNW+aKrrR4BANAJcOUGAAAYhbgBAABG6RRxs2zZMiUnJ8vhcCgzM1Pbtm1r0X6rV6+WzWbT5MmT23dAAADQZVgeN2vWrJHL5VJBQYFKS0uVkpKi7OxsHTx48JT7lZeX6+6779Yll1zSQZMCAICuwPK4KSwsVF5ennJzczVy5EgVFxerZ8+eWr58+Un3aWxs1M9//nM98MADGjRoUAdOCwAAOjtL46ahoUE7duyQ0+kMLIuIiJDT6VRJSclJ91u4cKHOPfdc3Xbbbaf9HfX19aqpqQl6AAAAc1kaN4cOHVJjY6Pi4+ODlsfHx8vr9Ta7z+bNm/WXv/xFzzzzTIt+h9vtVmxsbOCRlJTU5rkBAEDnZfnLUq1x7Ngx3XrrrXrmmWcUFxfXon3mz5+vo0ePBh6VlZXtPCUAALCSpR/iFxcXp8jISFVVVQUtr6qqUkJCQpPtP/vsM5WXl+vaa68NLPP5fJKkbt26affu3Ro8eHDQPna7XXa7vR2mBwAAnZGlV26ioqKUlpYmj8cTWObz+eTxeJSVldVk++HDh+uDDz5QWVlZ4DFp0iRdfvnlKisr4yUnAABg/dcvuFwu5eTkKD09XRkZGSoqKlJdXZ1yc3MlSdOmTVO/fv3kdrvlcDg0atSooP179+4tSU2WAwCAM5PlcTN16lRVV1crPz9fXq9XqampWr9+feAm44qKCkVEdKlbgwAAgIUsjxtJmj17tmbPnt3suo0bN55y35UrV4Z/IAAA0GVxSQQAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYJSQ4qaqqkq33nqrEhMT1a1bN0VGRgY9AAAArNItlJ2mT5+uiooKLViwQOedd55sNlu45wIAAAhJSHGzefNm/fvf/1ZqamqYxwEAAGibkF6WSkpKkt/vD/csAAAAbRZS3BQVFenee+9VeXl5mMcBAABom5Belpo6daqOHz+uwYMHq2fPnurevXvQ+sOHD4dlOAAAgNYKKW6KiorCOsSyZcu0ePFieb1epaSkaOnSpcrIyGh227Vr1+qPf/yj9uzZoxMnTmjo0KH69a9/rVtvvTWsMwEAgK4ppLjJyckJ2wBr1qyRy+VScXGxMjMzVVRUpOzsbO3evVvnnntuk+379u2r3/72txo+fLiioqL097//Xbm5uTr33HOVnZ0dtrkAAEDXFFLcSFJjY6PWrVunXbt2SZIuuOACTZo0qdWfc1NYWKi8vDzl5uZKkoqLi/X6669r+fLluvfee5tsf9lllwX9PHfuXK1atUqbN28mbgAAQGg3FO/Zs0cjRozQtGnTtHbtWq1du1a33HKLLrjgAn322WctPk5DQ4N27Nghp9P5w0AREXI6nSopKTnt/n6/Xx6PR7t379all17a7Db19fWqqakJegAAAHOFFDdz5szR4MGDVVlZqdLSUpWWlqqiokIDBw7UnDlzWnycQ4cOqbGxUfHx8UHL4+Pj5fV6T7rf0aNHFR0draioKF199dVaunSpJkyY0Oy2brdbsbGxgUdSUlKL5wMAAF1PSC9Lbdq0SVu2bFHfvn0Dy84++2wtWrRIF198cdiGO5mzzjpLZWVlqq2tlcfjkcvl0qBBg5q8ZCVJ8+fPl8vlCvxcU1ND4AAAYLCQ4sZut+vYsWNNltfW1ioqKqrFx4mLi1NkZKSqqqqClldVVSkhIeGk+0VERGjIkCGSpNTUVO3atUtut7vZuLHb7bLb7S2eCQAAdG0hvSx1zTXX6Pbbb9fWrVvl9/vl9/u1ZcsWzZo1S5MmTWrxcaKiopSWliaPxxNY5vP55PF4lJWV1eLj+Hw+1dfXt+o5AAAAM4V05ebxxx9XTk6OsrKyAh/g9+2332rSpEl67LHHWnUsl8ulnJwcpaenKyMjQ0VFRaqrqwu8e2ratGnq16+f3G63pO/uoUlPT9fgwYNVX1+vN954Q3/961/15JNPhvJUAACAYUKKm969e+uVV17Rp59+qk8++USSNGLEiMBLRa0xdepUVVdXKz8/X16vV6mpqVq/fn3gJuOKigpFRPxwgamurk533HGHvvjiC/Xo0UPDhw/Xc889p6lTp4byVAAAgGFs/jPsGzBramoUGxuro0ePKiYmJuzHT7739bAfEy1Tvuhqq0cA0Inw97F12uPv49b8+93iKzcul0sPPvigevXqFfTuo+YUFha29LAAAABh1eK42blzp06cOBH4MwAAQGfU4rjZsGFDs38GAADoTEJ6K/iMGTOa/Zyburo6zZgxo81DAQAAhCqkuFm1apW+/vrrJsu//vprPfvss20eCgAAIFSteit4TU1N4EP7jh07JofDEVjX2NioN954Q+eee27YhwQAAGipVsVN7969ZbPZZLPZ9KMf/ajJepvNpgceeCBswwEAALRWq+Jmw4YN8vv9uuKKK/TSSy8FfXFmVFSUBgwYoMTExLAPCQAA0FKtipvx48dLkvbu3aukpKSgTw4GAADoDEL6+oUBAwZIko4fP66Kigo1NDQErR89enTbJwMAAAhBSHFTXV2t3Nxc/eMf/2h2fWNjY5uGAgAACFVIryvNmzdPR44c0datW9WjRw+tX79eq1at0tChQ/Xqq6+Ge0YAAIAWC+nKzVtvvaVXXnlF6enpioiI0IABAzRhwgTFxMTI7Xbr6qv5AkMAAGCNkK7c1NXVBT7Ppk+fPqqurpYkXXjhhSotLQ3fdAAAAK0UUtwMGzZMu3fvliSlpKToqaee0r59+1RcXKzzzjsvrAMCAAC0RkgvS82dO1cHDhyQJBUUFGjixIl6/vnnFRUVpZUrV4ZzPgAAgFYJKW5uueWWwJ/T0tL0+eef65NPPlH//v0VFxcXtuEAAABaK6S4+V89e/bU2LFjw3EoAACANmlx3LhcrhYftLCwMKRhAAAA2qrFcbNz584WbWez2UIeBgAAoK1aHDcbNmxozzkAAADCgm++BAAARgnphuLLL7/8lC8/vfXWWyEPBAAA0BYhxU1qamrQzydOnFBZWZk+/PBD5eTkhGMuAACAkIQUN48++mizy++//37V1ta2aSAAAIC2COs9N7fccouWL18ezkMCAAC0SljjpqSkRA6HI5yHBAAAaJWQXpa64YYbgn72+/06cOCAtm/frgULFoRlMAAAgFCEFDexsbFBP0dERGjYsGFauHChrrzyyrAMBgAAEIqQ4mbFihXhngMAACAs2vTFmdu3b9euXbskSSNHjlRaWlpYhgIAAAhVSHHzxRdf6Oabb9Y777yj3r17S5KOHDmicePGafXq1Tr//PPDOSMAAECLhfRuqZkzZ+rEiRPatWuXDh8+rMOHD2vXrl3y+XyaOXNmuGcEAABosZCu3GzatEnvvvuuhg0bFlg2bNgwLV26VJdccknYhgMAAGitkK7cJCUl6cSJE02WNzY2KjExsc1DAQAAhCqkuFm8eLHuuusubd++PbBs+/btmjt3rpYsWRK24QAAAForpJelpk+fruPHjyszM1Pdun13iG+//VbdunXTjBkzNGPGjMC2hw8fDs+kAAAALRBS3BQVFYV5DAAAgPAIKW5ycnLCPQcAAEBYhPwhfo2NjVq3bl3gQ/wuuOACTZo0SZGRkWEbDgAAoLVCips9e/boqquu0r59+wJvB3e73UpKStLrr7+uwYMHh3VIAACAlgrp3VJz5szR4MGDVVlZqdLSUpWWlqqiokIDBw7UnDlzwj0jAABAi4X8IX5btmxR3759A8vOPvtsLVq0SBdffHHYhgMAAGitkK7c2O12HTt2rMny2tpaRUVFtXkoAACAUIUUN9dcc41uv/12bd26VX6/X36/X1u2bNGsWbM0adKkcM8IAADQYiHFzeOPP64hQ4Zo3LhxcjgccjgcuvjiizVkyBA99thj4Z4RAACgxVp1z43P59PixYv16quvqqGhQZMnT1ZOTo5sNptGjBihIUOGtNecAAAALdKquPnDH/6g+++/X06nUz169NAbb7yh2NhYLV++vL3mAwAAaJVWvSz17LPP6k9/+pP++c9/at26dXrttdf0/PPPy+fztdd8AAAArdKquKmoqNBVV10V+NnpdMpms2n//v1hHwwAACAUrYqbb7/9Vg6HI2hZ9+7ddeLEibAOBQAAEKpW3XPj9/s1ffp02e32wLJvvvlGs2bNUq9evQLL1q5dG74JAQAAWqFVcdPct4HfcsstYRsGAACgrVoVNytWrGivOQAAAMIipA/xAwAA6KyIGwAAYBTiBgAAGIW4AQAARukUcbNs2TIlJyfL4XAoMzNT27ZtO+m2zzzzjC655BL16dNHffr0kdPpPOX2AADgzGJ53KxZs0Yul0sFBQUqLS1VSkqKsrOzdfDgwWa337hxo26++WZt2LBBJSUlSkpK0pVXXql9+/Z18OQAAKAzsjxuCgsLlZeXp9zcXI0cOVLFxcXq2bPnSb+M8/nnn9cdd9yh1NRUDR8+XH/+85/l8/nk8Xg6eHIAANAZWRo3DQ0N2rFjh5xOZ2BZRESEnE6nSkpKWnSM48eP68SJE+rbt2+z6+vr61VTUxP0AAAA5rI0bg4dOqTGxkbFx8cHLY+Pj5fX623RMe655x4lJiYGBdL/53a7FRsbG3gkJSW1eW4AANB5Wf6yVFssWrRIq1ev1ssvv9zkCz2/N3/+fB09ejTwqKys7OApAQBAR2rV1y+EW1xcnCIjI1VVVRW0vKqqSgkJCafcd8mSJVq0aJH+9a9/afTo0Sfdzm63B33RJwAAMJulV26ioqKUlpYWdDPw9zcHZ2VlnXS/hx9+WA8++KDWr1+v9PT0jhgVAAB0EZZeuZEkl8ulnJwcpaenKyMjQ0VFRaqrq1Nubq4kadq0aerXr5/cbrck6aGHHlJ+fr5eeOEFJScnB+7NiY6OVnR0tGXPAwAAdA6Wx83UqVNVXV2t/Px8eb1epaamav369YGbjCsqKhQR8cMFpieffFINDQ268cYbg45TUFCg+++/vyNHBwAAnZDlcSNJs2fP1uzZs5tdt3HjxqCfy8vL238gAADQZXXpd0sBAAD8L+IGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABiFuAEAAEYhbgAAgFGIGwAAYBTiBgAAGMXyuFm2bJmSk5PlcDiUmZmpbdu2nXTbjz76SFOmTFFycrJsNpuKioo6blAAANAlWBo3a9askcvlUkFBgUpLS5WSkqLs7GwdPHiw2e2PHz+uQYMGadGiRUpISOjgaQEAQFdgadwUFhYqLy9Pubm5GjlypIqLi9WzZ08tX7682e1//OMfa/Hixbrppptkt9s7eFoAANAVWBY3DQ0N2rFjh5xO5w/DRETI6XSqpKQkbL+nvr5eNTU1QQ8AAGAuy+Lm0KFDamxsVHx8fNDy+Ph4eb3esP0et9ut2NjYwCMpKSlsxwYAAJ2P5TcUt7f58+fr6NGjgUdlZaXVIwEAgHbUzapfHBcXp8jISFVVVQUtr6qqCuvNwna7nftzAAA4g1h25SYqKkppaWnyeDyBZT6fTx6PR1lZWVaNBQAAujjLrtxIksvlUk5OjtLT05WRkaGioiLV1dUpNzdXkjRt2jT169dPbrdb0nc3IX/88ceBP+/bt09lZWWKjo7WkCFDLHseAACg87A0bqZOnarq6mrl5+fL6/UqNTVV69evD9xkXFFRoYiIHy4u7d+/X2PGjAn8vGTJEi1ZskTjx4/Xxo0bO3p8AADQCVkaN5I0e/ZszZ49u9l1/xssycnJ8vv9HTAVAADoqox/txQAADizEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKN2sHgDoCpLvfd3qEc5Y5Yuubtfjc26t097nFmcurtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwCnEDAACMQtwAAACjEDcAAMAoxA0AADAKcQMAAIxC3AAAAKMQNwAAwCjEDQAAMApxAwAAjELcAAAAoxA3AADAKMQNAAAwSqeIm2XLlik5OVkOh0OZmZnatm3bKbd/8cUXNXz4cDkcDl144YV64403OmhSAADQ2VkeN2vWrJHL5VJBQYFKS0uVkpKi7OxsHTx4sNnt3333Xd1888267bbbtHPnTk2ePFmTJ0/Whx9+2MGTAwCAzsjyuCksLFReXp5yc3M1cuRIFRcXq2fPnlq+fHmz2z/22GOaOHGifvOb32jEiBF68MEHNXbsWD3xxBMdPDkAAOiMuln5yxsaGrRjxw7Nnz8/sCwiIkJOp1MlJSXN7lNSUiKXyxW0LDs7W+vWrWt2+/r6etXX1wd+Pnr0qCSppqamjdM3z1d/vF2Oi9Nrr3MqcV6t1J7nVeLcWolza672OLffH9Pv9592W0vj5tChQ2psbFR8fHzQ8vj4eH3yySfN7uP1epvd3uv1Nru92+3WAw880GR5UlJSiFOjs4otsnoCtAfOq7k4t+Zqz3N77NgxxcbGnnIbS+OmI8yfPz/oSo/P59Phw4d19tlny2azWThZ51JTU6OkpCRVVlYqJibG6nEQRpxbc3FuzcR5bZ7f79exY8eUmJh42m0tjZu4uDhFRkaqqqoqaHlVVZUSEhKa3SchIaFV29vtdtnt9qBlvXv3Dn1ow8XExPB/JkNxbs3FuTUT57Wp012x+Z6lNxRHRUUpLS1NHo8nsMzn88nj8SgrK6vZfbKysoK2l6Q333zzpNsDAIAzi+UvS7lcLuXk5Cg9PV0ZGRkqKipSXV2dcnNzJUnTpk1Tv3795Ha7JUlz587V+PHj9cgjj+jqq6/W6tWrtX37dj399NNWPg0AANBJWB43U6dOVXV1tfLz8+X1epWamqr169cHbhquqKhQRMQPF5jGjRunF154Qb/73e903333aejQoVq3bp1GjRpl1VMwgt1uV0FBQZOX8ND1cW7Nxbk1E+e17Wz+lrynCgAAoIuw/EP8AAAAwom4AQAARiFuAACAUYgbAABgFOLmDLRs2TIlJyfL4XAoMzNT27ZtC6z75ptvdOedd+rss89WdHS0pkyZ0uRDE9F5nercPv3007rssssUExMjm82mI0eOWDcoWuztt9/Wtddeq8TERNlstibfo+f3+5Wfn6/zzjtPPXr0kNPp1KeffmrNsGiV053btWvX6sorrwx8on5ZWZklc3ZFxM0ZZs2aNXK5XCooKFBpaalSUlKUnZ2tgwcPSpJ+9atf6bXXXtOLL76oTZs2af/+/brhhhssnhotcbpze/z4cU2cOFH33XefxZOiNerq6pSSkqJly5Y1u/7hhx/W448/ruLiYm3dulW9evVSdna2vvnmmw6eFK11unNbV1enn/zkJ3rooYc6eDID+HFGycjI8N95552BnxsbG/2JiYl+t9vtP3LkiL979+7+F198MbB+165dfkn+kpISK8ZFK5zq3P5/GzZs8Evyf/XVVx08IdpKkv/ll18O/Ozz+fwJCQn+xYsXB5YdOXLEb7fb/X/7298smBCh+t9z+//t3bvXL8m/c+fODp2pK+PKzRmkoaFBO3bskNPpDCyLiIiQ0+lUSUmJduzYoRMnTgStHz58uPr376+SkhIrRkYLne7cwkx79+6V1+sNOu+xsbHKzMzkvOOMRtycQQ4dOqTGxsbApz9/Lz4+Xl6vV16vV1FRUU2+WPT79ei8TnduYabvzy3nHQhG3AAAAKMQN2eQuLg4RUZGNnn3U1VVlRISEpSQkKCGhoYm76L5fj06r9OdW5jp+3PLeQeCETdnkKioKKWlpcnj8QSW+Xw+eTweZWVlKS0tTd27dw9av3v3blVUVCgrK8uKkdFCpzu3MNPAgQOVkJAQdN5ramq0detWzjvOaJZ/Kzg6lsvlUk5OjtLT05WRkaGioiLV1dUpNzdXsbGxuu222+RyudS3b1/FxMTorrvuUlZWli666CKrR8dpnOrcSgrcV7Vnzx5J0gcffKCzzjpL/fv3V9++fa0cHadQW1sbOGfSdzcRl5WVqW/fvurfv7/mzZun3//+9xo6dKgGDhyoBQsWKDExUZMnT7ZuaLTI6c7t4cOHVVFRof3790v67j82JQWutOMUrH67Fjre0qVL/f379/dHRUX5MzIy/Fu2bAms+/rrr/133HGHv0+fPv6ePXv6r7/+ev+BAwcsnBatcapzW1BQ4JfU5LFixQrrBsZpff/W/f995OTk+P3+794OvmDBAn98fLzfbrf7f/rTn/p3795t7dBokdOd2xUrVjS7vqCgwNK5uwKb3+/3d2xOAQAAtB/uuQEAAEYhbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AdCrV1dX65S9/qf79+8tutyshIUHZ2dl65513JEk2m03r1q1r9XGTk5NVVFQU3mEBdEp8cSaATmXKlClqaGjQqlWrNGjQIFVVVcnj8ejLL7+0ejQAXQTfLQWg0zhy5Ij69OmjjRs3avz48U3WJycn6/PPPw/8PGDAAJWXl+uzzz6Ty+XSli1bVFdXpxEjRsjtdsvpdEqSLrvsMm3atCnoWN//1bd582bNnz9f27dvV1xcnK6//nq53W716tWrHZ8pgPbEy1IAOo3o6GhFR0dr3bp1qq+vb7L+P//5jyRpxYoVOnDgQODn2tpaXXXVVfJ4PNq5c6cmTpyoa6+9VhUVFZKktWvX6vzzz9fChQt14MABHThwQJL02WefaeLEiZoyZYref/99rVmzRps3b9bs2bM76BkDaA9cuQHQqbz00kvKy8vT119/rbFjx2r8+PG66aabNHr0aEnf3XPz8ssva/Lkyac8zqhRozRr1qxAqCQnJ2vevHmaN29eYJuZM2cqMjJSTz31VGDZ5s2bNX78eNXV1cnhcIT9+QFof1y5AdCpTJkyRfv379err76qiRMnauPGjRo7dqxWrlx50n1qa2t19913a8SIEerdu7eio6O1a9euwJWbk3nvvfe0cuXKwBWj6OhoZWdny+fzae/evWF+ZgA6CjcUA+h0HA6HJkyYoAkTJmjBggWaOXOmCgoKNH369Ga3v/vuu/Xmm29qyZIlGjJkiHr06KEbb7xRDQ0Np/w9tbW1+sUvfqE5c+Y0Wde/f/9wPBUAFiBuAHR6I0eODLz9u3v37mpsbAxa/84772j69Om6/vrrJX0XLeXl5UHbREVFNdlv7Nix+vjjjzVkyJB2mx1Ax+NlKQCdxpdffqkrrrhCzz33nN5//33t3btXL774oh5++GFdd911kr67d8bj8cjr9eqrr76SJA0dOlRr165VWVmZ3nvvPf3sZz+Tz+cLOnZycrLefvtt7du3T4cOHZIk3XPPPXr33Xc1e/ZslZWV6dNPP9Urr7zCDcVAF0fcAOg0oqOjlZmZqUcffVSXXnqpRo0apQULFigvL09PPPGEJOmRRx7Rm2++qaSkJI0ZM0aSVFhYqD59+mjcuHG69tprlZ2drbFjxwYde+HChSovL9fgwYN1zjnnSJJGjx6tTZs26b///a8uueQSjRkzRvn5+UpMTOzYJw4grHi3FAAAMApXbgAAgFGIGwAAYBTiBgAAGIW4AQAARiFuAACAUYgbAABgFOIGAAAYhbgBAABGIW4AAIBRiBsAAGAU4gYAABjl/wC/W235qR7v+gAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -232,8 +232,8 @@ { "data": { "text/plain": [ - "{'wf_erf_square_654': ErfSquareWaveform('id': wf_erf_square_654, 'length': 1.1600000000000002e-07, 'width': 9.2e-08, 'sigma': 1.6986436005760382e-09, 'amplitude': 0.2664423820261004, 'zero_at_edges': False),\n", - " 'wf_erf_square_655': ErfSquareWaveform('id': wf_erf_square_655, 'length': 1.1600000000000002e-07, 'width': 9.2e-08, 'sigma': 1.6986436005760382e-09, 'amplitude': 0.04421778229355596, 'zero_at_edges': False)}" + "{'wf_erf_square_846': ErfSquareWaveform('id': wf_erf_square_846, 'length': 1.1600000000000002e-07, 'width': 9.2e-08, 'sigma': 1.6986436005760382e-09, 'off_center': 0.0, 'amplitude': 0.2661142711200482, 'zero_at_edges': False),\n", + " 'wf_erf_square_847': ErfSquareWaveform('id': wf_erf_square_847, 'length': 1.1600000000000002e-07, 'width': 9.2e-08, 'sigma': 1.6986436005760382e-09, 'off_center': 0.0, 'amplitude': 0.04421778229355596, 'zero_at_edges': False)}" ] }, "execution_count": 7, @@ -265,15 +265,15 @@ "text": [ "OPENQASM 3.0;\n", "cal {\n", - " waveform wf_erf_square_654 = erf_square(116.0ns, 92.0ns, 1.698643600576ns, 0.2664423820261004, false);\n", - " waveform wf_erf_square_655 = erf_square(116.0ns, 92.0ns, 1.698643600576ns, 0.04421778229355596, false);\n", + " waveform wf_erf_square_846 = erf_square(116.0ns, 92.0ns, 1.698643600576ns, 0.0ns, 0.2661142711200482, false);\n", + " waveform wf_erf_square_847 = erf_square(116.0ns, 92.0ns, 1.698643600576ns, 0.0ns, 0.04421778229355596, false);\n", " barrier $144, $37, $30;\n", - " set_phase(Transmon_37_flux_tx_b0, 0.0);\n", + " set_phase(Transmon_37_flux_tx_b4, 0.0);\n", " set_phase(Transmon_144_flux_tx_b, 0.0);\n", - " play(Transmon_37_flux_tx_b0, wf_erf_square_654);\n", - " play(Transmon_144_flux_tx_b, wf_erf_square_655);\n", - " shift_phase(Transmon_37_charge_tx, 6.1705065877557885);\n", - " shift_phase(Transmon_30_charge_tx, 3.6591905948126557);\n", + " play(Transmon_37_flux_tx_b4, wf_erf_square_846);\n", + " play(Transmon_144_flux_tx_b, wf_erf_square_847);\n", + " shift_phase(Transmon_37_charge_tx, 0.005970897784479322);\n", + " shift_phase(Transmon_30_charge_tx, 3.6385562251261017);\n", " barrier $144, $37, $30;\n", "}\n" ] @@ -297,7 +297,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -309,7 +309,7 @@ } ], "source": [ - "a_b_cz_wfm = a_b_cz_wfms['wf_erf_square_655']\n", + "a_b_cz_wfm = a_b_cz_wfms['wf_erf_square_847']\n", "a_b_cz_frame = device.frames[f'Transmon_144_flux_tx_b']\n", "dt=a_b_cz_frame.port.dt\n", "\n", @@ -326,12 +326,12 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkYAAAGwCAYAAABM/qr1AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAABBwUlEQVR4nO3de3xU9Z3/8ffM5DLhkgQIJATBoEYQQW4RDLKlq1lDywPKVhGzCoioLcpFYi3CKrS1itqCiPCQxcvabrVQuspafkhLES/UyC0gsihQSwkFEsCQBEKuM+f3RzITZpNgJjkz5yR5PR+PPIQzZybfOTIz7/l+P9/v12EYhiEAAADIaXUDAAAA7IJgBAAAUItgBAAAUItgBAAAUItgBAAAUItgBAAAUItgBAAAUCvC6gbYkdfr1cmTJ9W5c2c5HA6rmwMAAJrAMAydP39eycnJcjqb1/dDMGrAyZMn1bt3b6ubAQAAmuH48eO64oormnVfglEDOnfuLKnmwsbGxlrcGgAA0BQlJSXq3bu3/3O8OQhGDfANn8XGxhKMAABoZVpSBkPxNQAAQC2CEQAAQC2CEQAAQC2CEQAAQC2CEQAAQC2CEQAAQC2CEQAAQC2CEQAAQC2CEQAAQC2CEQAAQC2CEQAAQC2CEQAAQC02kUXYeL2GKqq9Kq/yqLzaI68hGYZhdbMAICwcDoecDik6wiV3pFPuCJeczuZvdorQIBghpEorqvXrnGP6z78c1enzFVY3BwBsJaFTlKbclKLpo1MU6460ujmQ5DD4yl5PSUmJ4uLiVFxcrNjYWKub0ypdrKzWf+Uc03989DcVllbWuz3S5ZDTwTclAO2L1zBU5an/sRsXE6n7R/fVvTenqDMBqdnM+PymxwimO19epQkr/6KjZ0slSSndOmj2Laka06+7YiJdcke65KL7GEA75fEaNSUFVR795auvtWLrEf319AUt3XJYv92Zp41z/kldO0ZZ3cx2i2AE031w6IyOni1V145RWvCd/vrXob0U4aLOHwAkyeV0qGN0hDpGR2jC4GSNG9RTG/ef1NP/7wudLC7Xn/43X3eN6GN1M9stPq1guo8On5EkfX9oL01K600oAoDLcDkd+t6QXsqqDUMfHTljcYvaNz6xYCrDMPwv6m9d293i1gBA6+F7z9x+5KyqPV6LW9N+EYxgqsMFF1RQUqHoCKdG9O1qdXMAoNUYfEWcYt0RKimv1mf/KLa6Oe0WwQim8g2jjbyqm9yRLotbAwCtR4TLqdGpCZLq3ksRfgQjmMo/jFb74gYANN23UmuG06gzsg7BCKYpq/Rox9FCSdIY6osAIGi+OqPPjhep+GKVxa1pnwhGMM2Oo1+rstqrnnFuXdOjk9XNAYBWJzk+Rtf06CSvIW3/61mrm9MuEYxgmo8O17yIv5XaXQ5WtQaAZvEPp1FnZAmCEUzDNH0AaLlvXVtbgH3kDBttW4BgBFOcLCrTX09fkNMhjb6GwmsAaK6RfbspKsKpU8Xl+uvpC1Y3p90hGMEUvi7fwb3jFdeBDRABoLliolwaWbsO3IcMp4UdwQimqJumzzAaALRU3bR9CrDDjWCEFvN4DW2vffGO6UcwAoCW8r2X7vjb1yqv8ljcmvaFYIQWKyytVEl5tRwO6YZecVY3BwBavdQendQhyqWKaq/yi8utbk67QjBCi527WClJiouJVISLf1IA0FIOh0NdOkRJkgpr32MRHnyKocXOlda8aH0vYgBAy3XpWDORpYhgFFYEI7TYudpl6+OZjQYApvF92TxXytYg4UQwQov5vs3QYwQA5on3BSN6jMKKYIQWo8cIAMzXpYNvKI0eo3AiGKHFfD1GXekxAgDTdKHHyBIEI7SY70XbpSPBCADMQo+RNQhGaLHCUobSAMBsvi+bhaX0GIUTwQgtRvE1AJiP4mtrEIzQYr4XLT1GAGAehtKsQTBCi/letPQYAYB5KL62hi2C0apVq5SSkiK3262RI0dq586dlz1//fr16t+/v9xutwYNGqRNmzY1eu4Pf/hDORwOLV++3ORWQ5IMw1BRWU0w6krxNQCYxldjVFHtVVklG8mGi+XBaN26dcrOztbixYuVm5urwYMHKzMzU6dPn27w/E8++URZWVmaMWOG9u7dq4kTJ2rixIk6cOBAvXPfeecdffrpp0pOTg7102i3Ssqr5fEakhhKAwAzdYxyKdLlkESvUThZHoyWLVumBx54QNOnT9eAAQO0evVqdejQQa+//nqD57/44osaO3asHnvsMV133XV66qmnNGzYMK1cuTLgvBMnTmj27Nl68803FRnJB3ao+AqvO0S5FB3hsrg1ANB2OBwOCrAtYGkwqqys1J49e5SRkeE/5nQ6lZGRoZycnAbvk5OTE3C+JGVmZgac7/V6NWXKFD322GO6/vrrv7EdFRUVKikpCfhB0xSygSwAhIyvAJv90sLH0mB09uxZeTweJSYmBhxPTExUfn5+g/fJz8//xvOfe+45RUREaM6cOU1qx5IlSxQXF+f/6d27d5DPpP0qYjsQAAgZeozCz/KhNLPt2bNHL774ot544w05HI4m3WfBggUqLi72/xw/fjzErWw7zrGGEQCETN2UfYJRuFgajBISEuRyuVRQUBBwvKCgQElJSQ3eJykp6bLnf/zxxzp9+rT69OmjiIgIRURE6NixY3r00UeVkpLS4GNGR0crNjY24AdNwwayABA6dVP2GUoLF0uDUVRUlIYPH66tW7f6j3m9Xm3dulXp6ekN3ic9PT3gfEnasmWL//wpU6Zo//792rdvn/8nOTlZjz32mP74xz+G7sm0U/4NZJmqDwCm803ZZygtfCKsbkB2dramTZumtLQ0jRgxQsuXL1dpaammT58uSZo6dap69eqlJUuWSJLmzp2rMWPGaOnSpRo3bpzWrl2r3bt3a82aNZKkbt26qVu3bgG/IzIyUklJSerXr194n1w7ULfqNcEIAMzG6tfhZ3kwmjx5ss6cOaNFixYpPz9fQ4YM0ebNm/0F1nl5eXI66zq2Ro0apbfeektPPPGEFi5cqNTUVG3YsEEDBw606im0a+f8q14zlAYAZqP4OvwsD0aSNGvWLM2aNavB2z744IN6xyZNmqRJkyY1+fH//ve/N7Nl+CbnmK4PACHjrzEqJRiFS5ublYbwovgaAELHv44RQ2lhQzBCixQxXR8AQoahtPAjGKFFzjErDQBCxvfeer68WtUer8WtaR8IRmi28iqPyqtqXqgMpQGA+eJiIuVbq7iojOG0cCAYodl8vUURToc6Rduijh8A2hSX06FYN6tfhxPBCM3m20A2vkNUk7dfAQAEx1eAXchGsmFBMEKzFbGGEQCEHAXY4UUwQrOxgSwAhB4byYYXwQjN5l/1uiM9RgAQKnX7pTGUFg4EIzRbEateA0DIdWEoLawIRmi2ulWvCUYAECr+oTSKr8OCYIRmq1v1mqE0AAgViq/Di2CEZiuk+BoAQo6htPAiGKHZ2EAWAEKPjWTDi2CEZitinzQACDnfrDSm64cHwQjNdu6Sla8BAKHhG0orulglwzAsbk3bRzBCs1R7vCopr5ZE8TUAhJKvXKHaa+h8RbXFrWn7CEZoluJLdnmOiyEYAUCouCNdiol0SWLKfjgQjNAsviLAWHeEIlz8MwKAUKorwKbOKNT4REOz+PdJo/AaAELOV8tZSDAKOYIRmoXCawAIH9+elMxMCz2CEZqlqHYorSuF1wAQcv5FHqkxCjmCEZrlHKteA0DY1E3Zp8co1AhGaBY2kAWA8GH16/AhGKFZ2EAWAMKHjWTDh2CEZvG9OOOZlQYAIVdXfE2PUagRjNAsvgJAeowAIPT80/VL6TEKNYIRmsXXY9SVGiMACLmuFF+HDcEIzULxNQCEj3+6PkNpIUcwQrOU1m5k2NkdYXFLAKDt873XllV55PEaFrembSMYIWiGYaisyiNJiolyWdwaAGj7Ln2vLa99/0VoEIwQtIpqr//Pvh2fAQChEx1R93FdRjAKKYIRglZWWfeidBOMACDkHA6H/4vope/BMB/BCEHzfVuJinDK5XRY3BoAaB98w2kMpYUWwQhB89cX0VsEAGHj7zEiGIUUwQhB83XjEowAIHzckTUf2QylhRbBCEErZ0YaAISd7z2XHqPQIhghaL4XJYXXABA+vl56aoxCi2CEoNUNpfHPBwDCxU2NUVjwyYagsbgjAIRf3XR97zeciZYgGCFovm5cdwTBCADChRqj8CAYIWi+oTQ3PUYAEDbUGIUHwQhBK6uq6cZluj4AhI+bla/DgmCEoLHAIwCEH8XX4UEwQtBYxwgAwo+Vr8ODYISg+WuM6DECgLCJiar5yC5nKC2kCEYIGkNpABB+9BiFB8EIQfMPpbHAIwCEDTVG4cEnG4JGjREAhJ9/HSOG0kKKYISgsVcaAIQf6xiFB8EIQavbK41gBADhQo1ReBCMEDT/Ao8MpQFA2LjZEiQsCEYIWjmz0gAg7OqG0thENpQIRgga6xgBQPj5gxHF1yFFMELQypiVBgBhF8NQWlgQjBA0FngEgPDz9dJXew1VeRhOCxWCEYLi8RqqrK4tviYYAUDYXPqeS69R6BCMEJRL189gKA0AwifS5ZDL6ZBEnVEoEYwQlEu/pURH8M8HAMLF4XCwllEY8MmGoNTNSHPK4XBY3BoAaF/YLy30CEYICmsYAYB1YqJqPrbZLy10CEYICjPSAMA6DKWFHsEIQfEPpVF4DQBhx0ayoUcwQlDoMQIA6/hrjCpZxyhUCEYICjVGAGAdVr8OPVsEo1WrViklJUVut1sjR47Uzp07L3v++vXr1b9/f7ndbg0aNEibNm0KuP0nP/mJ+vfvr44dO6pLly7KyMjQjh07QvkU2g22AwEA61BjFHqWB6N169YpOztbixcvVm5urgYPHqzMzEydPn26wfM/+eQTZWVlacaMGdq7d68mTpyoiRMn6sCBA/5zrr32Wq1cuVKff/65tm/frpSUFN122206c+ZMuJ5Wm+XrvmUDWQAIPzaSDT3Lg9GyZcv0wAMPaPr06RowYIBWr16tDh066PXXX2/w/BdffFFjx47VY489puuuu05PPfWUhg0bppUrV/rP+bd/+zdlZGToqquu0vXXX69ly5appKRE+/fvD9fTarOoMQIA60TTYxRylgajyspK7dmzRxkZGf5jTqdTGRkZysnJafA+OTk5AedLUmZmZqPnV1ZWas2aNYqLi9PgwYMbPKeiokIlJSUBP2gYNUYAYB2G0kLP0mB09uxZeTweJSYmBhxPTExUfn5+g/fJz89v0vkbN25Up06d5Ha79cILL2jLli1KSEho8DGXLFmiuLg4/0/v3r1b8KzatnJqjADAMizwGHqWD6WFyj//8z9r3759+uSTTzR27FjdeeedjdYtLViwQMXFxf6f48ePh7m1rUfdliAEIwAIN9YxCj1Lg1FCQoJcLpcKCgoCjhcUFCgpKanB+yQlJTXp/I4dO+qaa67RTTfdpNdee00RERF67bXXGnzM6OhoxcbGBvygYdQYAYB12Cst9CwNRlFRURo+fLi2bt3qP+b1erV161alp6c3eJ/09PSA8yVpy5YtjZ5/6eNWVFS0vNHtXN10/Tbb2QgAtuVfx4ihtJCJCObkoqIivfPOO/r444917NgxXbx4Ud27d9fQoUOVmZmpUaNGBd2A7OxsTZs2TWlpaRoxYoSWL1+u0tJSTZ8+XZI0depU9erVS0uWLJEkzZ07V2PGjNHSpUs1btw4rV27Vrt379aaNWskSaWlpXr66ac1YcIE9ezZU2fPntWqVat04sQJTZo0Kej2IRDF1wBgHYqvQ69JX/tPnjyp+++/Xz179tTPf/5zlZWVaciQIbr11lt1xRVXaNu2bfqXf/kXDRgwQOvWrQuqAZMnT9Yvf/lLLVq0SEOGDNG+ffu0efNmf4F1Xl6eTp065T9/1KhReuutt7RmzRoNHjxYv//977VhwwYNHDhQkuRyufTll1/q9ttv17XXXqvx48fr66+/1scff6zrr78+qLahPmqMAMA61BiFXpN6jIYOHapp06Zpz549GjBgQIPnlJWVacOGDVq+fLmOHz+uH/3oR01uxKxZszRr1qwGb/vggw/qHZs0aVKjvT9ut1tvv/12k383gsPK1wBgHTdbgoRck4LRwYMH1a1bt8ueExMTo6ysLGVlZenrr782pXGwn7KqmpWvGUoDgPDzD6VRYxQyTRpK+6ZQ1NLz0Xr4lqEnGAFA+NUNpXktbknbZdrUolOnTikvL8+sh4NN+bpvowlGABB2MQylhZxpweiWW25R3759zXo42BTrGAGAdSi+Dr2gputfzq9//WtdvHjRrIeDTfmH0ii+BoCwu3SBR8Mw5HA4LG5R22NaMLrxxhvNeijYGD1GAGAd35dSw5Aqqr0snRICLF+MJqvyeFXtNSQRjADACu6Iuo9thtNCI+geI6fTedmuO4+H/1Ft1aXFfm62BAGAsItwORXlcqrS41VZlUfxVjeoDQo6GL3zzjsBf6+qqtLevXv1q1/9Sj/96U9Naxjsx1df5HRIUS6CEQBYwR1ZG4xYyygkgg5G3/ve9+odu+OOO3T99ddr3bp1mjFjhikNg/1cWl9EwR8AWCMmyqWS8mqm7IeIaV/7b7rppnq73qNtYTsQALAeU/ZDy5RgVFZWphUrVqhXr15mPBxsig1kAcB6/in7lax+HQpBD6V16dIlYBjFMAydP39eHTp00G9+8xtTGwd7Yao+AFiP1a9DK+hgtHz58oC/O51Ode/eXSNHjlSXLl3MahdsqJyhNACwXEwkwSiUgg5G06ZNC0U70Ar4Ni1kKA0ArON7Dy5nVlpIMOcaTearMWIoDQCsQ49RaBGM0GTUGAGA9dwEo5AiGKHJqDECAOvF1O48wAKPoUEwQpMxXR8ArMc6RqFFMEKTMZQGANajxii0TAtGCxcu1H333WfWw8GG6la+Jk8DgFXcvnWMGEoLiaCn6zfmxIkTOn78uFkPBxsqp8cIACxHj1FomRaMfvWrX5n1ULApaowAwHrUGIUWYyJoMt+3E4IRAFiHLUFCq1k9RqWlpfrwww+Vl5enysrKgNvmzJljSsNgP2W1K18zlAYA1qnbRJZgFApBB6O9e/fqu9/9ri5evKjS0lJ17dpVZ8+eVYcOHdSjRw+CURvmW36edYwAwDp1NUZei1vSNgU9lDZv3jyNHz9e586dU0xMjD799FMdO3ZMw4cP1y9/+ctQtBE2wXR9ALCe78spNUahEXQw2rdvnx599FE5nU65XC5VVFSod+/eev7557Vw4cJQtBE2QY0RAFgvhqG0kAo6GEVGRsrprLlbjx49lJeXJ0mKi4tjun4bV8ZQGgBYjr3SQivoGqOhQ4dq165dSk1N1ZgxY7Ro0SKdPXtW//Vf/6WBAweGoo2wCdYxAgDrMSsttILuMXrmmWfUs2dPSdLTTz+tLl26aObMmTpz5ozWrFljegNhH9QYAYD1fO/BldVeebyGxa1pe4LuMUpLS/P/uUePHtq8ebOpDYI9GYZRV2PEliAAYJlLv5xWVHvUIcq0tZohFnhEE1VUe2XUfjGhxwgArBMdUffRTQG2+ZoUjMaOHatPP/30G887f/68nnvuOa1atarFDYO9XDotlFlpAGAdp9Mhd2TNxzd1RuZrUv/bpEmTdPvttysuLk7jx49XWlqakpOT5Xa7de7cOR08eFDbt2/Xpk2bNG7cOP3iF78IdbsRZr4XX6TLoUgXHY0AYKWYSJfKq7ysZRQCTQpGM2bM0D333KP169dr3bp1WrNmjYqLiyVJDodDAwYMUGZmpnbt2qXrrrsupA2GNdhAFgDsIybSpXOqUlklq1+brckVW9HR0brnnnt0zz33SJKKi4tVVlambt26KTIyMmQNhD2Us08aANiGmyn7IdPsUva4uDjFxcWZ2RbYmH+qPos7AoDlYljkMWQoFkGTsLgjANiHm21BQoZghCahxggA7MP3JZXia/MRjNAkrHoNAPbBfmmhQzBCk/hXvY7knwwAWM2/XxpDaaZr1qdcUVGRXn31VS1YsECFhYWSpNzcXJ04ccLUxsE+yim+BgDbiGGBx5AJelba/v37lZGRobi4OP3973/XAw88oK5du+rtt99WXl6efv3rX4einbAYNUYAYB/UGIVO0D1G2dnZuvfee3XkyBG53W7/8e9+97v66KOPTG0c7IMaIwCwDzdDaSETdDDatWuXfvCDH9Q73qtXL+Xn55vSKNgPwQgA7IN1jEIn6GAUHR2tkpKSescPHz6s7t27m9Io2E95JTVGAGAXBKPQCToYTZgwQT/72c9UVVUlqWavtLy8PM2fP1+333676Q2EPdTNSiMYAYDVfF9SqTEyX9DBaOnSpbpw4YJ69OihsrIyjRkzRtdcc406d+6sp59+OhRthA2UsVcaANgGK1+HTtCz0uLi4rRlyxZt375d+/fv14ULFzRs2DBlZGSEon2wiTKG0gDANhhKC51mbyI7evRojR492sy2wMbYKw0A7KMuGHktbknb06RgtGLFiiY/4Jw5c5rdGNgXNUYAYB/+GiOG0kzXpGD0wgsvBPz9zJkzunjxouLj4yXVrITdoUMH9ejRg2DURtUt8MiWIABgNd+X1ItV1Ra3pO1p0qfc0aNH/T9PP/20hgwZoi+++EKFhYUqLCzUF198oWHDhumpp54KdXthEd9QWoeoZo++AgBMUrfyNUNpZgv66/+TTz6pl156Sf369fMf69evn1544QU98cQTpjYO9sECjwBgHwylhU7QwejUqVOqrq7fdefxeFRQUGBKo2A//mAUxVAaAFiNWWmhE/Sn3K233qof/OAHys3N9R/bs2ePZs6cyZT9NoxNZAHAPnzBqNprqMrDcJqZgg5Gr7/+upKSkpSWlqbo6GhFR0drxIgRSkxM1KuvvhqKNsJiXq+himoWeAQAu3Bf0nvP6tfmCrqStnv37tq0aZMOHz6sL7/8UpLUv39/XXvttaY3DvbgC0USCzwCgB1EuZxyOiSvUTOc1tkdaXWT2oxmTzG69tprCUPtxKVj2O4IghEAWM3hcCgm0qXSSo/KKxlKM1PQwei+++677O2vv/56sxsDe/IFo+gIp5xOh8WtAQBINT34pZUeCrBNFnQwOnfuXMDfq6qqdODAARUVFemWW24xrWGwD/ZJAwD7iY5gZlooBB2M3nnnnXrHvF6vZs6cqauvvtqURsFe2CcNAOzH92W1jLWMTGXKojROp1PZ2dn1tg5B28A+aQBgP3WrXxOMzGTaan1fffVVgws/ovVjDSMAsB8WeQyNoINRdnZ2wM+8efN01113afLkyZo8eXKzGrFq1SqlpKTI7XZr5MiR2rlz52XPX79+vfr37y+3261BgwZp06ZN/tuqqqo0f/58DRo0SB07dlRycrKmTp2qkydPNqttuHQ7EFa9BgC7cDOUFhJBf9Lt3bs34Gf//v2SpKVLl2r58uVBN2DdunXKzs7W4sWLlZubq8GDByszM1OnT59u8PxPPvlEWVlZmjFjhvbu3auJEydq4sSJOnDggCTp4sWLys3N1ZNPPqnc3Fy9/fbbOnTokCZMmBB021DDX2NE8TUA2Ibvyyo9RuZyGIZhWNmAkSNH6sYbb9TKlSsl1RRy9+7dW7Nnz9bjjz9e7/zJkyertLRUGzdu9B+76aabNGTIEK1evbrB37Fr1y6NGDFCx44dU58+fb6xTSUlJYqLi1NxcbFiY2Ob+czajrU78/T4258r47oeenXajVY3BwAg6ZG1e7Vh30k9Me463f9PV1ndHFsw4/M76B6jW265RUVFRQ02Jtjp+pWVldqzZ0/AHmtOp1MZGRnKyclp8D45OTn19mTLzMxs9HxJKi4ulsPhUHx8fIO3V1RUqKSkJOAHdSi+BgD7YVZaaAQdjD744ANVVlbWO15eXq6PP/44qMc6e/asPB6PEhMTA44nJiYqPz+/wfvk5+cHdX55ebnmz5+vrKysRtPjkiVLFBcX5//p3bt3UM+jrStjuj4A2I6b4uuQaPI6Rr5aIkk6ePBgQBDxeDzavHmzevXqZW7rWqiqqkp33nmnDMPQyy+/3Oh5CxYsUHZ2tv/vJSUlhKNLlLPAIwDYDrPSQqPJwWjIkCFyOBxyOBwNDpnFxMTopZdeCuqXJyQkyOVyqaCgIOB4QUGBkpKSGrxPUlJSk873haJjx47p/fffv+xYY3R0tKKjo4Nqe3tCjxEA2A/rGIVGk4fSjh49qq+++kqGYWjnzp06evSo/+fEiRMqKSn5xn3U/q+oqCgNHz5cW7du9R/zer3aunWr0tPTG7xPenp6wPmStGXLloDzfaHoyJEj+vOf/6xu3boF1S4EosYIAOyHGqPQaHKP0ZVXXimpJriYKTs7W9OmTVNaWppGjBih5cuXq7S0VNOnT5ckTZ06Vb169dKSJUskSXPnztWYMWO0dOlSjRs3TmvXrtXu3bu1Zs0aSTWh6I477lBubq42btwoj8fjH/br2rWroqKiTG1/e1BWu3MzQ2kAYB/UGIVGk4LRu+++q+985zuKjIzUu+++e9lzg10vaPLkyTpz5owWLVqk/Px8DRkyRJs3b/YXWOfl5cnprOvYGjVqlN566y098cQTWrhwoVJTU7VhwwYNHDhQknTixAl/G4cMGRLwu7Zt26Zvf/vbQbUP7JUGAHZUV2NkbodFe9ekdYycTqfy8/PVo0ePgJBS78EcDnk8rT+5so5RoPve2KX3vzyt52+/QXfeSFE6ANjBps9P6aE3czUipat+98OGy0/aGzM+v5vUY3Tp8JnZQ2mwP/9eaQylAYBtMCstNNj8Ct+IWWkAYD/UGIVGk3qMVqxY0eQHnDNnTrMbA3uixggA7IdZaaHRpGD0wgsvNOnBHA4HwagN8vcYRdHBCAB2wTpGodGkYHT06NFQtwM25q8xoscIAGyDGqPQaFEXgGEYasKkNrRyDKUBgP24a3vxy6s8fBabqFnB6LXXXtPAgQPldrvldrs1cOBAvfrqq2a3DTZRXsUCjwBgN75efK8hVXqYMW6WJq987bNo0SItW7ZMs2fP9m/DkZOTo3nz5ikvL08/+9nPTG8krFPt8fpfcPQYAYB9XPqeXF7pVXQE79FmCDoYvfzyy3rllVeUlZXlPzZhwgTdcMMNmj17NsGojSmvrvsWQo0RANhHpMupCKdD1V5DZVUexSnS6ia1CUEPpVVVVSktLa3e8eHDh6u6utqURsE+fIXXDocUHcGsNACwEwqwzRf0J92UKVP08ssv1zu+Zs0a3X333aY0CvZxaeG1w+GwuDUAgEu5WcvIdEEPpUk1xdd/+tOfdNNNN0mSduzYoby8PE2dOlXZ2dn+85YtW2ZOK2EZVr0GAPuix8h8QQejAwcOaNiwYZKkr776SpKUkJCghIQEHThwwH8evQttA2sYAYB9scij+YIORtu2bQtFO2BTdateE4wAwG4YSjMf1bS4LIbSAMC+YiJrPsYZSjNP0D1G5eXleumll7Rt2zadPn1aXm/golK5ubmmNQ7WK/cPpZGhAcBuqDEyX9DBaMaMGfrTn/6kO+64QyNGjKCWqI3zvdioMQIA+/GVOVBjZJ6gg9HGjRu1adMm3XzzzaFoD2yGoTQAsC/fl1ZqjMwT9PhIr1691Llz51C0BTbke7FRfA0A9sNQmvmCDkZLly7V/PnzdezYsVC0BzZTTo8RANgWwch8QQ+lpaWlqby8XFdddZU6dOigyMjAvVkKCwtNaxysR40RANiXv8aIoTTTBB2MsrKydOLECT3zzDNKTEyk+LqNK6usmXXIUBoA2I+bHiPTBR2MPvnkE+Xk5Gjw4MGhaA9shuJrALCvuqE07zeciaYKusaof//+KisrC0VbYEPUGAGAfcWw8rXpgg5Gzz77rB599FF98MEH+vrrr1VSUhLwg7bFv1caQ2kAYDvslWa+oIfSxo4dK0m69dZbA44bhiGHwyGPh/85bQlDaQBgX9QYmY9NZHFZBCMAsC+G0swXdDAaM2ZMo7cdOHCgRY2B/fhrjKLYKw0A7IahNPO1+NPu/PnzWrNmjUaMGMFMtTaonHWMAMC2fBt8E4zM0+xg9NFHH2natGnq2bOnfvnLX+qWW27Rp59+ambbYAMMpQGAfbHytfmCGkrLz8/XG2+8oddee00lJSW68847VVFRoQ0bNmjAgAGhaiMsxAKPAGBfFF+br8k9RuPHj1e/fv20f/9+LV++XCdPntRLL70UyrbBBljHCADsy78lSJVXXq9hcWvahib3GL333nuaM2eOZs6cqdTU1FC2CTZhGAZDaQBgY5e+N1dUe+ndN0GTe4y2b9+u8+fPa/jw4Ro5cqRWrlyps2fPhrJtsFiVx5Cn9hsICzwCgP1cOjGG4TRzNDkY3XTTTXrllVd06tQp/eAHP9DatWuVnJwsr9erLVu26Pz586FsJyxw6YuMHiMAsB+X06GoiJqPcoKROYKeldaxY0fdd9992r59uz7//HM9+uijevbZZ9WjRw9NmDAhFG2ERXz1RRFOhyJdrGMEAHbkn5nGIo+maNGnXb9+/fT888/rH//4h37729+a1SbYhO9FRm8RANgXizyay5RuAJfLpYkTJ+rdd9814+FgE75uWeqLAMC+/NuCEIxMwfgIGsWMNACwPzdDaaYiGKFR5QylAYDtxURSfG0mghEaxVAaANhf3SKPBCMzEIzQqLqhNP6ZAIBdMSvNXHzioVG+F5mboTQAsC32SzMXwQiNYp80ALC/GIKRqQhGaBSz0gDA/vw1RgylmYJghEaVVXolUXwNAHZGj5G5CEZoFD1GAGB/1BiZi2CERlFjBAD251/5uraXHy1DMEKj/HulMZQGALbFXmnmIhihUf4FHukxAgDbcrPytakIRmgUNUYAYH/slWYughEa5a8xiuKfCQDYFbPSzMUnHhpF8TUA2B97pZmLYIRGUWMEAPZH8bW5CEZolH9WGsEIAGyLdYzMRTBCo8qratbEYLo+ANhX3TpGBCMzEIzQKGalAYD91Q2lscCjGQhGaJTv2wc1RgBgX75gVOnxqtpDOGopghEaZBhGXY8RQ2kAYFuXvkeXVxOMWopghAZVXPLiYigNAOwrOqLuo5w6o5YjGKFBl764GEoDAPtyOBxM2TcRwQgN8g2jRUU45XI6LG4NAOBy/DPTCEYtRjBCg5iRBgCtRwz7pZmGYIQGsbgjALQe7siaj3N6jFqOYIQGlTMjDQBaDYbSzGN5MFq1apVSUlLkdrs1cuRI7dy587Lnr1+/Xv3795fb7dagQYO0adOmgNvffvtt3XbbberWrZscDof27dsXwta3XeyTBgCth7/4mqG0FrM0GK1bt07Z2dlavHixcnNzNXjwYGVmZur06dMNnv/JJ58oKytLM2bM0N69ezVx4kRNnDhRBw4c8J9TWlqq0aNH67nnngvX02iT6obSLM/OAIBvwH5p5rH0U2/ZsmV64IEHNH36dA0YMECrV69Whw4d9Prrrzd4/osvvqixY8fqscce03XXXaennnpKw4YN08qVK/3nTJkyRYsWLVJGRka4nkabxOKOANB6xBCMTGNZMKqsrNSePXsCAozT6VRGRoZycnIavE9OTk69wJOZmdno+U1VUVGhkpKSgJ/2rpxZaQDQarCRrHksC0Znz56Vx+NRYmJiwPHExETl5+c3eJ/8/Pygzm+qJUuWKC4uzv/Tu3fvFj1eW+B7cUUTjADA9ljg0TwUkEhasGCBiouL/T/Hjx+3ukmWK6vdpZkeIwCwP2qMzBNh1S9OSEiQy+VSQUFBwPGCggIlJSU1eJ+kpKSgzm+q6OhoRUdHt+gx2hoWeASA1sMfjCrZRLalLOsxioqK0vDhw7V161b/Ma/Xq61btyo9Pb3B+6SnpwecL0lbtmxp9Hw0H+sYAUDrQfG1eSzrMZKk7OxsTZs2TWlpaRoxYoSWL1+u0tJSTZ8+XZI0depU9erVS0uWLJEkzZ07V2PGjNHSpUs1btw4rV27Vrt379aaNWv8j1lYWKi8vDydPHlSknTo0CFJNb1NLe1Zak98NUasYwQA9hcTVdPPQY1Ry1kajCZPnqwzZ85o0aJFys/P15AhQ7R582Z/gXVeXp6czrpOrVGjRumtt97SE088oYULFyo1NVUbNmzQwIED/ee8++67/mAlSXfddZckafHixfrJT34SnifWBjCUBgCtB3ulmcdhGIZhdSPspqSkRHFxcSouLlZsbKzVzbHErLdytXH/Kf1k/ADde3Nfq5sDALiM9buP67Hf79e3+3XXG9NHWN0cy5jx+c2sNDSIoTQAaD189aAX6TFqMYIRGlRSXiVJio2JtLglAIBv0tld815dUlZlcUtaP4IRGnTuYs2LK74DwQgA7K5L7Xt10UWCUUsRjNCgoouVkqQuHaIsbgkA4Jv43qvPXawUpcMtQzBCPYZh+HuMunYkGAGA3XWpfa+uqPayllELEYxQT0l5tTzemm8cDKUBgP11jHIp0uWQVFcKgeYhGKEe3zBahyiXoiOYlQYAdudwOBTvG04rrbS4Na0bwQj1+L5tUF8EAK0HBdjmIBihnnO1PUYMowFA6xF/SQE2mo9ghHqYkQYArU9djxHBqCUIRqinsJQ1jACgtambss9QWksQjFCP79sGU/UBoPXwTdkvpPi6RQhGqKeuxohgBACtBUNp5iAYoZ66WWkMpQFAaxHPUJopCEaoh+JrAGh9fO/Z9Bi1DMEI9Zyj+BoAWh1fLz89Ri1DMEI95+gxAoBWh3WMzEEwQj0EIwBofXw9RufLq1Xl8VrcmtaLYIQA5VUelVfVvKC6dGQoDQBai7iYSDlq9pFlW5AWIBghgK+3KMLpUKfoCItbAwBoqgiXU7Fupuy3FMEIAeoKr6Pk8H31AAC0ChRgtxzBCAHqpuozjAYArQ0F2C1HMEKAQgqvAaDVYvXrliMYIYCv+5U1jACg9WEj2ZYjGCFAUSk9RgDQWjGU1nIEIwTw75PWkWAEAK1N19plVs6VEoyai2CEABRfA0DrxUayLUcwQgBWvQaA1ouNZFuOYIQAhRRfA0CrxTpGLUcwQgD/UBo1RgDQ6sTTY9RiBCMEOFdKjREAtFa+PS6LLlbJMAyLW9M6EYzgV+3xqqS8WlLdtw4AQOvhqzGq9ho6X1FtcWtaJ4IR/IrL6sak42PoMQKA1sYd6VJMpEsSU/abi2AEP1+xXqw7QhEu/mkAQGtEAXbL8OkHPwqvAaD1Y/XrliEYwa+wttuV+iIAaL3qCrAJRs1BMIJfkW87EGakAUCr5e8xKmUorTkIRvBj1WsAaP18X27pMWoeghH8/BvIEowAoNXqyn5pLUIwgh8byAJA6+cbSiukx6hZCEbw8w2lxTMrDQBaLYqvW4ZgBD9foR49RgDQelF83TIEI/hRfA0ArV8XNpJtEYIR/HyFevH0GAFAq8XK1y1DMIIkyTCMS4qv6TECgNbKN5RWVuVReZXH4ta0PgQjSJIuVFSr2mtIIhgBQGsW646Qy+mQVLdwL5qOYARJdS8ed6RTMVEui1sDAGguh8PhH07zbfWEpiMYQVLdi4feIgBo/eIpwG42ghEkXbKGEcEIAFo9CrCbj2AESWwgCwBtiX8tI3qMgkYwgiTWMAKAtoSNZJuPYARJrGEEAG1JFzaSbTaCESRJZy9USKLHCADagi61e1763tvRdAQjSJJ2HS2UJPXv2dnilgAAWqpfUs17+a6jhTIMw+LWtC4EI+hkUZmOnL4gp0MafU2C1c0BALTQTX27KSrCqZPF5frqzAWrm9OqEIygj4+ckSTdcEU80/UBoA2IiXJpREpXSdKHh89a3JrWhWAEfVT7ovnWtd0tbgkAwCzfurZmBOCjw2csbknrQjBq5zxeQ9v/WhOMxlzLMBoAtBVjru0hSdpx9Gs2kw0Cwaid++wfRSouq1Jnd4QGXxFvdXMAACa5NrGTkmLdKq/yatffC61uTqtBMGrnfF2so69JUISLfw4A0FY4HA79UyrDacHik7Cd871YqC8CgLbH997+EQXYTUYwaseKL1Zp3/EiSQQjAGiLRl+TIIdDOlRwXvnF5VY3p1UgGLVjf/nqrLyGdHX3juoVH2N1cwAAJuvSMUo31NaPfnSE4bSmIBi1YwyjAUDbN4Y6o6AQjNopwzAIRgDQDvje47f/9aw8XrYH+Sa2CEarVq1SSkqK3G63Ro4cqZ07d172/PXr16t///5yu90aNGiQNm3aFHC7YRhatGiRevbsqZiYGGVkZOjIkSOhfAqtzldnLuhkcbmiIpy6qW83q5sDAAiRIb3j1dkdoaKLVfr8RLHVzbE9y4PRunXrlJ2drcWLFys3N1eDBw9WZmamTp8+3eD5n3zyibKysjRjxgzt3btXEydO1MSJE3XgwAH/Oc8//7xWrFih1atXa8eOHerYsaMyMzNVXk7hmWEY2nwgX7Pe2itJGpHSVTFRLotbBQAIlQiXUzdfXTOclv27ffrDZyflpeeoUQ7D4m13R44cqRtvvFErV66UJHm9XvXu3VuzZ8/W448/Xu/8yZMnq7S0VBs3bvQfu+mmmzRkyBCtXr1ahmEoOTlZjz76qH70ox9JkoqLi5WYmKg33nhDd9111ze2qaSkRHFxcSouLlZsbKxJz1QqKa9SSVmVaY/3fzX0f7Ki2qvyKo8qqj36x7ky/ceHf9PBUyWSpI5RLr0yLU2jrmbFawBoy/YdL9LU13aopLxakpTao5Nmfvtq9enaQe5Il9yRLkVH1O8rcThC16bO0ZGK6xBp6mOa8fkdYWqLglRZWak9e/ZowYIF/mNOp1MZGRnKyclp8D45OTnKzs4OOJaZmakNGzZIko4ePar8/HxlZGT4b4+Li9PIkSOVk5PTYDCqqKhQRUWF/+8lJSUteVqN+s2nx/T85kMheexgdIxy6d6bU3T/6KvUpSObxgJAWzekd7y2P36L/nP73/Xq9r/pyOkLyv7dZ5a26aFvX60fj+1vaRsaYmkwOnv2rDwejxITEwOOJyYm6ssvv2zwPvn5+Q2en5+f77/dd6yxc/6vJUuW6Kc//WmznkMwIpyOBhO5mXzp3qGaP0RFOOWOdMod6VJMpEu39O+hB/6JQAQA7U2sO1JzM1J1780pen37UW05WKDSymqVV3lUXuVVZbVXkmSoZvgh1ONJEc4Qdke1gKXByC4WLFgQ0AtVUlKi3r17m/57HvzW1XrwW1eb/rgAADRVXEyk5v3LtZr3L9da3RRbsrT4OiEhQS6XSwUFBQHHCwoKlJSU1OB9kpKSLnu+77/BPGZ0dLRiY2MDfgAAQPtjaTCKiorS8OHDtXXrVv8xr9errVu3Kj09vcH7pKenB5wvSVu2bPGf37dvXyUlJQWcU1JSoh07djT6mAAAAJINhtKys7M1bdo0paWlacSIEVq+fLlKS0s1ffp0SdLUqVPVq1cvLVmyRJI0d+5cjRkzRkuXLtW4ceO0du1a7d69W2vWrJFUs5vwI488op///OdKTU1V37599eSTTyo5OVkTJ0606mkCAIBWwPJgNHnyZJ05c0aLFi1Sfn6+hgwZos2bN/uLp/Py8uR01nVsjRo1Sm+99ZaeeOIJLVy4UKmpqdqwYYMGDhzoP+fHP/6xSktL9eCDD6qoqEijR4/W5s2b5Xa7w/78AABA62H5OkZ2FKp1jAAAQOiY8flt+crXAAAAdkEwAgAAqEUwAgAAqEUwAgAAqEUwAgAAqEUwAgAAqEUwAgAAqEUwAgAAqEUwAgAAqGX5liB25FsMvKSkxOKWAACApvJ9brdkUw+CUQPOnz8vSerdu7fFLQEAAME6f/684uLimnVf9kprgNfr1cmTJ9W5c2c5HA5TH7ukpES9e/fW8ePH2YetibhmzcN1ax6uW/Nw3YLHNWuey103wzB0/vx5JScnB2xAHwx6jBrgdDp1xRVXhPR3xMbG8kIIEtesebhuzcN1ax6uW/C4Zs3T2HVrbk+RD8XXAAAAtQhGAAAAtQhGYRYdHa3FixcrOjra6qa0Glyz5uG6NQ/XrXm4bsHjmjVPqK8bxdcAAAC16DECAACoRTACAACoRTACAACoRTACAACoRTAKo1WrViklJUVut1sjR47Uzp07rW6SrSxZskQ33nijOnfurB49emjixIk6dOhQwDnl5eV6+OGH1a1bN3Xq1Em33367CgoKLGqx/Tz77LNyOBx65JFH/Me4Zg07ceKE7rnnHnXr1k0xMTEaNGiQdu/e7b/dMAwtWrRIPXv2VExMjDIyMnTkyBELW2w9j8ejJ598Un379lVMTIyuvvpqPfXUUwH7UnHdpI8++kjjx49XcnKyHA6HNmzYEHB7U65RYWGh7r77bsXGxio+Pl4zZszQhQsXwvgswuty16yqqkrz58/XoEGD1LFjRyUnJ2vq1Kk6efJkwGOYdc0IRmGybt06ZWdna/HixcrNzdXgwYOVmZmp06dPW9002/jwww/18MMP69NPP9WWLVtUVVWl2267TaWlpf5z5s2bpz/84Q9av369PvzwQ508eVLf//73LWy1fezatUv/8R//oRtuuCHgONesvnPnzunmm29WZGSk3nvvPR08eFBLly5Vly5d/Oc8//zzWrFihVavXq0dO3aoY8eOyszMVHl5uYUtt9Zzzz2nl19+WStXrtQXX3yh5557Ts8//7xeeukl/zlcN6m0tFSDBw/WqlWrGry9Kdfo7rvv1v/+7/9qy5Yt2rhxoz766CM9+OCD4XoKYXe5a3bx4kXl5ubqySefVG5urt5++20dOnRIEyZMCDjPtGtmICxGjBhhPPzww/6/ezweIzk52ViyZImFrbK306dPG5KMDz/80DAMwygqKjIiIyON9evX+8/54osvDElGTk6OVc20hfPnzxupqanGli1bjDFjxhhz5841DINr1pj58+cbo0ePbvR2r9drJCUlGb/4xS/8x4qKiozo6Gjjt7/9bTiaaEvjxo0z7rvvvoBj3//+9427777bMAyuW0MkGe+8847/7025RgcPHjQkGbt27fKf89577xkOh8M4ceJE2Npulf97zRqyc+dOQ5Jx7NgxwzDMvWb0GIVBZWWl9uzZo4yMDP8xp9OpjIwM5eTkWNgyeysuLpYkde3aVZK0Z88eVVVVBVzH/v37q0+fPu3+Oj788MMaN25cwLWRuGaNeffdd5WWlqZJkyapR48eGjp0qF555RX/7UePHlV+fn7AdYuLi9PIkSPb9XUbNWqUtm7dqsOHD0uSPvvsM23fvl3f+c53JHHdmqIp1ygnJ0fx8fFKS0vzn5ORkSGn06kdO3aEvc12VFxcLIfDofj4eEnmXjM2kQ2Ds2fPyuPxKDExMeB4YmKivvzyS4taZW9er1ePPPKIbr75Zg0cOFCSlJ+fr6ioKP8LwScxMVH5+fkWtNIe1q5dq9zcXO3atavebVyzhv3tb3/Tyy+/rOzsbC1cuFC7du3SnDlzFBUVpWnTpvmvTUOv2fZ83R5//HGVlJSof//+crlc8ng8evrpp3X33XdLEtetCZpyjfLz89WjR4+A2yMiItS1a1euo2rqJufPn6+srCz/JrJmXjOCEWzp4Ycf1oEDB7R9+3arm2Jrx48f19y5c7Vlyxa53W6rm9NqeL1epaWl6ZlnnpEkDR06VAcOHNDq1as1bdo0i1tnX7/73e/05ptv6q233tL111+vffv26ZFHHlFycjLXDWFRVVWlO++8U4Zh6OWXXw7J72AoLQwSEhLkcrnqzQQqKChQUlKSRa2yr1mzZmnjxo3atm2brrjiCv/xpKQkVVZWqqioKOD89nwd9+zZo9OnT2vYsGGKiIhQRESEPvzwQ61YsUIRERFKTEzkmjWgZ8+eGjBgQMCx6667Tnl5eZLkvza8ZgM99thjevzxx3XXXXdp0KBBmjJliubNm6clS5ZI4ro1RVOuUVJSUr2JOdXV1SosLGzX19EXio4dO6YtW7b4e4skc68ZwSgMoqKiNHz4cG3dutV/zOv1auvWrUpPT7ewZfZiGIZmzZqld955R++//7769u0bcPvw4cMVGRkZcB0PHTqkvLy8dnsdb731Vn3++efat2+f/yctLU133323/89cs/puvvnmektBHD58WFdeeaUkqW/fvkpKSgq4biUlJdqxY0e7vm4XL16U0xn4seFyueT1eiVx3ZqiKdcoPT1dRUVF2rNnj/+c999/X16vVyNHjgx7m+3AF4qOHDmiP//5z+rWrVvA7aZesyCLxdFMa9euNaKjo4033njDOHjwoPHggw8a8fHxRn5+vtVNs42ZM2cacXFxxgcffGCcOnXK/3Px4kX/OT/84Q+NPn36GO+//76xe/duIz093UhPT7ew1fZz6aw0w+CaNWTnzp1GRESE8fTTTxtHjhwx3nzzTaNDhw7Gb37zG/85zz77rBEfH2/8z//8j7F//37je9/7ntG3b1+jrKzMwpZba9q0aUavXr2MjRs3GkePHjXefvttIyEhwfjxj3/sP4frVjNLdO/evcbevXsNScayZcuMvXv3+mdQNeUajR071hg6dKixY8cOY/v27UZqaqqRlZVl1VMKuctds8rKSmPChAnGFVdcYezbty/g86GiosL/GGZdM4JRGL300ktGnz59jKioKGPEiBHGp59+anWTbEVSgz//+Z//6T+nrKzMeOihh4wuXboYHTp0MP71X//VOHXqlHWNtqH/G4y4Zg37wx/+YAwcONCIjo42+vfvb6xZsybgdq/Xazz55JNGYmKiER0dbdx6663GoUOHLGqtPZSUlBhz5841+vTpY7jdbuOqq64y/v3f/z3gw4nrZhjbtm1r8L1s2rRphmE07Rp9/fXXRlZWltGpUycjNjbWmD59unH+/HkLnk14XO6aHT16tNHPh23btvkfw6xr5jCMS5YsBQAAaMeoMQIAAKhFMAIAAKhFMAIAAKhFMAIAAKhFMAIAAKhFMAIAAKhFMAIAAKhFMAIAAKhFMAJgO/fee68mTpxo2e+fMmWKnnnmGVMeq7KyUikpKdq9e7cpjwcgtFj5GkBYORyOy96+ePFizZs3T4ZhKD4+PjyNusRnn32mW265RceOHVOnTp1MecyVK1fqnXfeCdg4FIA9EYwAhFV+fr7/z+vWrdOiRYsCdrrv1KmTaYGkOe6//35FRERo9erVpj3muXPnlJSUpNzcXF1//fWmPS4A8zGUBiCskpKS/D9xcXFyOBwBxzp16lRvKO3b3/62Zs+erUceeURdunRRYmKiXnnlFZWWlmr69Onq3LmzrrnmGr333nsBv+vAgQP6zne+o06dOikxMVFTpkzR2bNnG22bx+PR73//e40fPz7geEpKip555hndd9996ty5s/r06aM1a9b4b6+srNSsWbPUs2dPud1uXXnllVqyZIn/9i5duujmm2/W2rVrW3j1AIQawQhAq/CrX/1KCQkJ2rlzp2bPnq2ZM2dq0qRJGjVqlHJzc3XbbbdpypQpunjxoiSpqKhIt9xyi4YOHardu3dr8+bNKigo0J133tno79i/f7+Ki4uVlpZW77alS5cqLS1Ne/fu1UMPPaSZM2f6e7pWrFihd999V7/73e906NAhvfnmm0pJSQm4/4gRI/Txxx+bd0EAhATBCECrMHjwYD3xxBNKTU3VggUL5Ha7lZCQoAceeECpqalatGiRvv76a+3fv19STV3P0KFD9cwzz6h///4aOnSoXn/9dW3btk2HDx9u8HccO3ZMLpdLPXr0qHfbd7/7XT300EO65pprNH/+fCUkJGjbtm2SpLy8PKWmpmr06NG68sorNXr0aGVlZQXcPzk5WceOHTP5qgAwG8EIQKtwww03+P/scrnUrVs3DRo0yH8sMTFRknT69GlJNUXU27Zt89csderUSf3795ckffXVVw3+jrKyMkVHRzdYIH7p7/cN//l+17333qt9+/apX79+mjNnjv70pz/Vu39MTIy/NwuAfUVY3QAAaIrIyMiAvzscjoBjvjDj9XolSRcuXND48eP13HPP1Xusnj17Nvg7EhISdPHiRVVWVioqKuobf7/vdw0bNkxHjx7Ve++9pz//+c+68847lZGRod///vf+8wsLC9W9e/emPl0AFiEYAWiThg0bpv/+7/9WSkqKIiKa9lY3ZMgQSdLBgwf9f26q2NhYTZ48WZMnT9Ydd9yhsWPHqrCwUF27dpVUUwg+dOjQoB4TQPgxlAagTXr44YdVWFiorKws7dq1S1999ZX++Mc/avr06fJ4PA3ep3v37ho2bJi2b98e1O9atmyZfvvb3+rLL7/U4cOHtX79eiUlJQWsw/Txxx/rtttua8lTAhAGBCMAbVJycrL+8pe/yOPx6LbbbtOgQYP0yCOPKD4+Xk5n4299999/v958882gflfnzp31/PPPKy0tTTfeeKP+/ve/a9OmTf7fk5OTo+LiYt1xxx0tek4AQo8FHgHgEmVlZerXr5/WrVun9PR0Ux5z8uTJGjx4sBYuXGjK4wEIHXqMAOASMTEx+vWvf33ZhSCDUVlZqUGDBmnevHmmPB6A0KLHCAAAoBY9RgAAALUIRgAAALUIRgAAALUIRgAAALUIRgAAALUIRgAAALUIRgAAALUIRgAAALUIRgAAALX+P5yhHtognBt8AAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -354,12 +354,12 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -369,7 +369,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -379,7 +379,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -389,7 +389,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABK8AAAGGCAYAAAC9n6K9AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAA9hAAAPYQGoP6dpAACA7UlEQVR4nOzdeVhVVfv/8c9hVhScmFSccUQc0zB9NMWcQs0yc0LNtMHZ7DEcs1K00rRUbHAsjcLMeso0s7CczSGn0hyxFM0BUFRA2L8//Hm+nUAEPYfD8H5d175ir7323vc66l5xn7XXMhmGYQgAAAAAAADIgxzsHQAAAAAAAABwJySvAAAAAAAAkGeRvAIAAAAAAECeRfIKAAAAAAAAeRbJKwAAAAAAAORZJK8AAAAAAACQZ5G8AgAAAAAAQJ5F8goAAAAAAAB5FskrAAAAAAAA5FkkrwAAAHDP+vfvr2LFitk7DAAAUICRvAIAAPfMZDJla4uJibF3qPna9evXNXDgQAUGBsrT01PFihVTvXr1NGfOHKWmpmaoHx8fr8GDB8vLy0vu7u56+OGHtXv3bjtEnv+dOXNGr7zyivbu3WvvUAAAKLSc7B0AAADIvz766COL/WXLlmn9+vUZymvVqpWbYRU4169f18GDB9WxY0dVqlRJDg4O2rJli0aNGqXt27drxYoV5rrp6enq1KmTfv31V7300ksqU6aM5s+fr1atWmnXrl0KCAiwY0vynzNnzmjKlCmqVKmS6tevb+9wAAAolEheAQCAe9anTx+L/W3btmn9+vUZyv/t2rVrKlq0qC1DK1BKlSqlbdu2WZQ999xz8vT01Ny5czVr1iz5+vpKklauXKktW7YoOjpaTzzxhCTpySefVPXq1TV58mSLRFd+kZ6erpSUFLm5udk7FAAAYAe8NggAAGyqVatWCgwM1K5du/Sf//xHRYsW1bhx4yRJX375pTp16qSyZcvK1dVVVatW1Wuvvaa0tLRMr3Ho0CE9/PDDKlq0qMqVK6c33ngjw/3effdd1alTR0WLFlXJkiXVuHFji4TNK6+8IpPJpCNHjqhPnz7y9PSUl5eXJk6cKMMwdPr0aXXp0kUeHh7y9fXVzJkzM9zj/PnzGjhwoHx8fOTm5qZ69epp6dKlFnVOnjwpk8mkt956S++//76qVq0qV1dXPfDAA9q5c6c1PlpVqlRJ0q3XBG9buXKlfHx81K1bN3OZl5eXnnzySX355ZdKTk7O0T22b9+ujh07qmTJknJ3d1dQUJDmzJmTod5ff/2lrl27qlixYvLy8tKYMWMy/Dm+9dZbatasmUqXLq0iRYqoUaNGWrlyZYZrmUwmDR06VMuXL1edOnXk6uqqtWvXSpL27dunli1bqkiRIipfvrxef/11LV68WCaTSSdPnrS4zrfffqsWLVrI3d1dxYsXV6dOnXTw4MFstz0mJkYPPPCAJGnAgAHm12CXLFmi3377TUWKFFFYWJjFOZs2bZKjo6PGjh2b7fsAAICsmQzDMOwdBAAAKBiGDh2qefPm6Z//e9GqVSsdPnxYaWlpeuqppxQYGCgfHx916dJFjz32mFxcXPTAAw+oWLFi+uGHHxQdHa0xY8bozTfftLjGH3/8IUdHR3Xr1k01atTQypUr9cMPP2jNmjXq0KGDJOmDDz7Q4MGD9cQTT6ht27a6ceOG9u3bJ3d3d3PC5ZVXXtGUKVNUv3591apVSy1atNA333yjb775RrNmzdJ7772n1q1bq27dulq+fLk2b96sjRs36j//+Y+kW6/wNWrUSEePHtXQoUNVuXJlRUdH6+eff9bs2bM1YsQISbeSV5UrV1aDBg105coVDRo0SCaTSW+88Ybc3Nx0/PhxOTs75+jzTUlJUWJioq5fv65ffvlFL7zwglxdXXX06FE5Od0aUB8QEKCAgACtWbPG4tyFCxfqmWee0b59+1S3bt1s3W/9+vV69NFH5efnp/79+8vX11e//fabDh06pPXr10u6NWH7p59+qqpVq6pp06Z64IEH9P333+vzzz/X/Pnz9fzzz5uv5+/vr86dO6t27dpKSUlRVFSUduzYoa+//lqdOnUy1zOZTKpVq5YuXLigoUOHqkyZMmrWrJm8vLwUFBQkk8mk4cOHy93dXR9++KFcXV3166+/6sSJE+aE3kcffaR+/fqpXbt26tSpk65du6bIyEjFx8drz5495npZOXfunN5//31NmjRJgwcPVosWLSRJzZo1U5UqVfTWW2/ppZde0pdffqnOnTsrKSlJ9erVk6urq3bv3i1XV9dsfc4AAOAuDAAAACsZMmSI8e//vWjZsqUhyViwYEGG+teuXctQ9uyzzxpFixY1bty4keEay5YtM5clJycbvr6+xuOPP24u69Kli1GnTp0sY5w8ebIhyRg8eLC57ObNm0b58uUNk8lkTJ8+3Vx++fJlo0iRIka/fv3MZbNnzzYkGR9//LG5LCUlxQgODjaKFStmJCYmGoZhGCdOnDAkGaVLlzYuXbpkrvvll18akoz//e9/WcaZmU8++cSQZN4aN25s7Nu3z6KOu7u78fTTT2c495tvvjEkGWvXrs3WvW7evGlUrlzZqFixonH58mWLY+np6eaf+/XrZ0gyXn31VYs6DRo0MBo1amRR9u8/75SUFCMwMNBo3bq1Rbkkw8HBwTh48KBF+bBhwwyTyWTs2bPHXHbx4kWjVKlShiTjxIkThmEYxpUrV4wSJUoYgwYNsjg/Li7O8PT0zFCelZ07dxqSjMWLF2c4lpaWZjRv3tzw8fExLly4YAwZMsRwcnIydu7cme3rAwCAu+O1QQAAYHOurq4aMGBAhvIiRYqYf75y5YouXLigFi1a6Nq1a/r9998t6hYrVsxiLi0XFxc1adJEx48fN5eVKFFCf/75Z7Zey3vmmWfMPzs6Oqpx48YyDEMDBw60uF6NGjUs7rFmzRr5+vqqZ8+e5jJnZ2cNHz5cV69e1caNGy3u06NHD5UsWdK8f3v0zj+vmV0PP/yw1q9fr+joaD333HNydnZWUlKSRZ3r169nOuLn9nxR169fz9a99uzZoxMnTmjkyJEqUaKExTGTyZSh/nPPPWex36JFiwxt/Oef9+XLl5WQkKAWLVpkuhJiy5YtVbt2bYuytWvXKjg42GLi9FKlSql3794W9davX6/4+Hj17NlTFy5cMG+Ojo5q2rSpfvzxxyzbnl0ODg5asmSJrl69qg4dOmj+/PkKDw9X48aNrXJ9AABwC8krAABs6KefflJoaKjKli0rk8mk1atX5/gan332merXr6+iRYuqYsWKFq/T5RflypWTi4tLhvKDBw/qsccek6enpzw8POTl5WVOUCUkJFjULV++fIakScmSJXX58mXz/tixY1WsWDE1adJEAQEBGjJkiDZv3pxpTBUqVLDY9/T0lJubm8qUKZOh/J/3OHXqlAICAuTgYPm/UbdXVDx16lSW97mdyPrnNbPLx8dHISEheuKJJxQZGalHH31Ubdu2VVxcnLlOkSJFMp3X6saNG+bj2XHs2DFJUmBg4F3rurm5ycvLy6Ls3382kvT111/rwQcflJubm0qVKiUvLy9FRkZm+LOWpMqVK2coO3XqlKpVq5ah/N9lf/zxhySpdevW8vLysti+++47nT9//q5tyq6qVavqlVde0c6dO1WnTh1NnDjRatcGAAC3kLwCAMCGbs+BM2/evHs6/9tvv1Xv3r313HPP6cCBA5o/f77efvttzZ0718qR2lZmCZP4+Hi1bNlSv/76q1599VX973//0/r16zVjxgxJt1aY+ydHR8dMr238Y36tWrVq6fDhw4qKilLz5s31+eefq3nz5po8eXKG8zK7XnbukVO2uOZtTzzxhK5evaovv/zSXObn56ezZ89mqHu7rGzZsvd933+7Uxv/6eeff1bnzp3l5uam+fPna82aNVq/fr169eqV6WeR3SRbZm7/3fnoo4+0fv36DNs/Py9r+O677yRJZ86c0cWLF616bQAAIDnZOwAAAAqyDh06mCcTz0xycrLGjx+vTz75RPHx8QoMDNSMGTPUqlUrSbd++e7atav5lawqVaooPDxcM2bM0JAhQzJ9fSu/iImJ0cWLF7Vq1SrzZOiSdOLEifu6rru7u3r06KEePXooJSVF3bp109SpUxUeHm5+de5+VKxYUfv27VN6errF6KvbrzlWrFjxvu+RXbdfAfznyKX69evr559/zhDf9u3bVbRoUVWvXj1b165ataok6cCBAwoJCbnvWD///HO5ublp3bp1Fq81Ll68ONvXqFixoo4ePZqh/N9lt2P39va+79jv9m9swYIFWr9+vaZOnaqIiAg9++yzVk+OAQBQ2DHyCgAAOxo6dKi2bt2qqKgo7du3T927d1f79u3Nrz0lJydnSLgUKVJEf/75Z4bX0/Kb26N1/jnqJiUlRfPnz7/na/571IuLi4tq164twzCUmpp6z9f9p44dOyouLk6ffvqpuezmzZt69913VaxYMbVs2dIq9/mnCxcuZDo66cMPP5QkizmWnnjiCZ07d06rVq2yOD86OlqhoaHZXgGvYcOGqly5smbPnq34+HiLY/cyaszR0VEmk0lpaWnmspMnT+boVdp27dpp69at2rt3r7ns0qVLWr58eYZ6Hh4emjZtWqZ/7n///Xe27+nu7i5JGT4D6Vai9aWXXtLjjz+ucePG6a233tJXX32lZcuWZfv6AADg7hh5BQCAncTGxmrx4sWKjY01v8o1ZswYrV27VosXL9a0adPUrl07jRo1Sv3799fDDz+so0ePaubMmZJuvQZWqVIlO7bg/jRr1kwlS5ZUv379NHz4cJlMJn300Uf39TrdI488Il9fXz300EPy8fHRb7/9prlz56pTp04qXry4VeIePHiw3nvvPfXv31+7du1SpUqVtHLlSm3evFmzZ8+22n3+6eOPP9aCBQvUtWtXValSRVeuXNG6deu0fv16hYaGqnXr1ua6TzzxhB588EENGDBAhw4dUpkyZTR//nylpaVpypQp2b6ng4ODIiMjFRoaqvr162vAgAHy8/PT77//roMHD2rdunU5akOnTp00a9YstW/fXr169dL58+c1b948VatWTfv27cvWNf773//q448/Vtu2bTVs2DC5u7vrww8/VIUKFXTp0iXzKCkPDw9FRkaqb9++atiwoZ566il5eXkpNjZW33zzjR566KFsv3pbtWpVlShRQgsWLFDx4sXl7u6upk2bqlKlSnr66adVpEgRRUZGSpKeffZZff755xoxYoRCQkJs8oomAACFEckrAADsZP/+/UpLS8vwGldycrJKly4tSRo0aJCOHTumRx99VKmpqfLw8NCIESP0yiuvZJgwPL8pXbq0vv76a7344ouaMGGCSpYsqT59+qhNmzZq167dPV3z2Wef1fLlyzVr1ixdvXpV5cuX1/DhwzVhwgSrxV2kSBHFxMTo5Zdf1tKlS5WYmKgaNWpo8eLF6t+/v9Xu80/NmzfXli1b9Mknn+jcuXNycnJSjRo1NGvWLA0bNsyirqOjo9asWaOXXnpJ77zzjq5fv64HHnhAS5YsUY0aNXJ033bt2unHH3/UlClTNHPmTKWnp6tq1aoaNGhQjtvQunVrLVy4UNOnT9fIkSNVuXJlzZgxQydPnsx28srf318//vijhg8frmnTpsnLy0tDhgyRu7u7hg8fbjFKsVevXipbtqymT5+uN998U8nJySpXrpxatGiR6cqXd+Ls7KylS5cqPDxczz33nG7evKnFixfrf//7n2JiYvT5559bTFa/cOFCBQYGatCgQfrmm2+y/wEBAIA7MhnWmC0UAADclclk0hdffKGuXbtKkj799FP17t1bBw8ezDDhdbFixeTr62veT0tLU1xcnLy8vLRhwwZ17NhR58+fz7DCG1AYjRw5Uu+9956uXr2arcnjAQBA/sLIKwAA7KRBgwZKS0vT+fPn1aJFiyzrOjo6qly5cpKkTz75RMHBwSSuUChdv37dYiXCixcv6qOPPlLz5s1JXAEAUECRvAIAwIauXr1qsRLaiRMntHfvXpUqVUrVq1dX7969FRYWppkzZ6pBgwb6+++/tWHDBgUFBalTp066cOGCVq5cqVatWunGjRtavHixoqOjtXHjRju2CtaSkpKiS5cuZVnH09PTIlljDZcuXVJKSsodjzs6OubZ5GhwcLBatWqlWrVq6dy5c1q4cKESExM1ceLEHF3HXp89AADIOV4bBADAhmJiYvTwww9nKO/Xr5+WLFmi1NRUvf7661q2bJn++usvlSlTRg8++KCmTJmiunXr6sKFCwoNDdX+/ftlGIaCg4M1depUNW3a1A6tgbXd6e/HP9liLq1WrVplmQCtWLGiTp48adV7Wsu4ceO0cuVK/fnnnzKZTGrYsKEmT56skJCQHF3HXp89AADIOZJXAAAAdnL58mXt2rUryzp16tSRn5+fVe+7a9cuXb58+Y7HixQpooceesiq98xr7PXZAwCAnCN5BQAAAAAAgDwrf6+xDQAAAAAAgAKNCdutID09XWfOnFHx4sVlMpnsHQ4A2IxhGLpy5YrKli0rB4f8+f3H9OnTFR4erhEjRmj27NmZ1rnTfEAdO3bUN998k6370DcAKCwKQt+QW+gbABQW1u4bSF5ZwZkzZ+Tv72/vMAAg15w+fVrly5e3dxg5tnPnTr333nsKCgrKst6qVassVmK7ePGi6tWrp+7du2f7XvQNAAqb/No35Cb6BgCFjbX6BpJXVlC8eHFJt/5QPDw87BwNANhOYmKi/P39zc+9/OTq1avq3bu3PvjgA73++utZ1i1VqpTFflRUlIoWLZqj5BV9A4DCIj/3DbmNvgFAYWHtvoHklRXcHvLr4eFBJwSgUMiPrzoMGTJEnTp1UkhIyF2TV/+2cOFCPfXUU3J3d79jneTkZCUnJ5v3r1y5Iom+AUDhkR/7htzG7w0AChtr9Q0krwAABV5UVJR2796tnTt35vjcHTt26MCBA1q4cGGW9SIiIjRlypR7DREAAADAHTCjIgCgQDt9+rRGjBih5cuXy83NLcfnL1y4UHXr1lWTJk2yrBceHq6EhATzdvr06XsNGQBwHyIjIxUUFGQe3RQcHKxvv/02y3Nmz56tGjVqqEiRIvL399eoUaN048YN8/FXXnlFJpPJYqtZs6atmwIA+P8YeQUAKNB27dql8+fPq2HDhuaytLQ0/fTTT5o7d66Sk5Pl6OiY6blJSUmKiorSq6++etf7uLq6ytXV1WpxAwDuTfny5TV9+nQFBATIMAwtXbpUXbp00Z49e1SnTp0M9VesWKGXX35ZixYtUrNmzXTkyBH1799fJpNJs2bNMterU6eOvv/+e/O+kxO/SgFAbuGJC6DASEtLU2pqqr3DyNecnZ3vmMjJr9q0aaP9+/dblA0YMEA1a9bU2LFjs2xvdHS0kpOT1adPH1uHCQCwktDQUIv9qVOnKjIyUtu2bcs0ebVlyxY99NBD6tWrlySpUqVK6tmzp7Zv325Rz8nJSb6+vrYLHABwRySvAOR7hmEoLi5O8fHx9g6lQChRooR8fX0LzMS7xYsXV2BgoEWZu7u7SpcubS4PCwtTuXLlFBERYVFv4cKF6tq1q0qXLp1r8QIArCctLU3R0dFKSkpScHBwpnWaNWumjz/+WDt27FCTJk10/PhxrVmzRn379rWo98cff6hs2bJyc3NTcHCwIiIiVKFChSzv/+/FPBITE++/UQBQCJG8ApDv3U5ceXt7q2jRogUm6ZLbDMPQtWvXdP78eUmSn5+fnSPKPbGxsXJwsJwG8vDhw9q0aZO+++47O0UFALhX+/fvV3BwsG7cuKFixYrpiy++UO3atTOt26tXL124cEHNmzeXYRi6efOmnnvuOY0bN85cp2nTplqyZIlq1Kihs2fPasqUKWrRooUOHDiQ5TLwLOYBANZhMgzDsHcQ+V1iYqI8PT2VkJDAkrdALktLS9ORI0fk7e3N6BgruXjxos6fP6/q1atneKWO51328VkBKCzy4vMuJSVFsbGxSkhI0MqVK/Xhhx9q48aNmSawYmJi9NRTT+n1119X06ZNdfToUY0YMUKDBg3SxIkTM71+fHy8KlasqFmzZmngwIF3jCOzkVf+/v556rMCAFuwdt/AyCsA+drtOa6KFi1q50gKjtufZWpqaoGb/woAUDi4uLioWrVqkqRGjRpp586dmjNnjt57770MdSdOnKi+ffvqmWeekSTVrVtXSUlJGjx4sMaPH59hZK506xX76tWr6+jRo1nGwWIeAGAdGZ/EAJAP8aqg9fBZAgAKmvT0dIsRUP907dq1DAmq21/e3OkllatXr+rYsWOF6hV7ALAnRl4BAAAAKDDCw8PVoUMHVahQQVeuXNGKFSsUExOjdevWScq4SEdoaKhmzZqlBg0amF8bnDhxokJDQ81JrDFjxig0NFQVK1bUmTNnNHnyZDk6Oqpnz552aycAFCYkrwCgAOvfv7/i4+O1evVqe4cCAECuOH/+vMLCwnT27Fl5enoqKChI69atU9u2bSVlXKRjwoQJMplMmjBhgv766y95eXkpNDRUU6dONdf5888/1bNnT128eFFeXl5q3ry5tm3bJi8vr1xvHwAURiSvAMBO+vfvr6VLl0qSnJycVL58eXXv3l2vvvqq3Nzc7BwdAAD508KFC7M8HhMTY7Hv5OSkyZMna/LkyXc8JyoqyhqhAQDuEckrALCj9u3ba/HixUpNTdWuXbvUr18/mUwmzZgxw96hAQAAAECewITtAGBHrq6u8vX1lb+/v7p27aqQkBCtX79e0q3JZSMiIlS5cmUVKVJE9erV08qVK83npqWlaeDAgebjNWrU0Jw5c+zVFAAAAACwCUZeAShQDMPQ9dQ0u9y7iLPjfa3Ud+DAAW3ZskUVK1aUJEVEROjjjz/WggULFBAQoJ9++kl9+vSRl5eXWrZsqfT0dJUvX17R0dEqXbq0tmzZosGDB8vPz09PPvmktZoFAAAAAHZF8gpAgXI9NU21J62zy70PvdpORV1y9lj9+uuvVaxYMd28eVPJyclycHDQ3LlzlZycrGnTpun7779XcHCwJKlKlSratGmT3nvvPbVs2VLOzs6aMmWK+VqVK1fW1q1b9dlnn5G8AgAAAFBgkLwCADt6+OGHFRkZqaSkJL399ttycnLS448/roMHD+ratWvmlZFuS0lJUYMGDcz78+bN06JFixQbG6vr168rJSVF9evXz+VWAAAAAIDtkLwCUKAUcXbUoVfb2e3eOeXu7q5q1apJkhYtWqR69epp4cKFCgwMlCR98803KleunMU5rq6ukm6tfDRmzBjNnDlTwcHBKl68uN58801t3779PlsCAAAAAHkHySsABYrJZMrxq3t5hYODg8aNG6fRo0fryJEjcnV1VWxsrFq2bJlp/c2bN6tZs2Z64YUXzGXHjh3LrXABAAAAIFew2iAA5CHdu3eXo6Oj3nvvPY0ZM0ajRo3S0qVLdezYMe3evVvvvvuuli5dKkkKCAjQL7/8onXr1unIkSOaOHGidu7caecWAAAAAIB15c/hCQBQQDk5OWno0KF64403dOLECXl5eSkiIkLHjx9XiRIl1LBhQ40bN06S9Oyzz2rPnj3q0aOHTCaTevbsqRdeeEHffvutnVsBAAAAANZjMgzDsHcQ+V1iYqI8PT2VkJAgDw8Pe4cDFCo3btzQiRMnVLlyZbm5udk7nAIhq8+U51328VkBKCx43mUfnxWAwsLazzteGwQAAAAAAECeRfIKAAAAAAAAeRbJKwAAAAAAAORZJK8AAAAAAACQZ5G8AgAAAAAAQJ5F8goAAAAAAAB5FskrAAAAAAAA5FkkrwAAAAAAAJBnkbwCAAAAAABAnkXyCgAAAAAAAHkWySsAsJP+/fura9eu9g4DAAAAAPI0klcAAAAAAADIs/Jd8mrevHmqVKmS3Nzc1LRpU+3YsSPL+tHR0apZs6bc3NxUt25drVmz5o51n3vuOZlMJs2ePdvKUQNA1lq1aqVhw4Zp5MiRKlmypHx8fPTBBx8oKSlJAwYMUPHixVWtWjV9++235nPS0tI0cOBAVa5cWUWKFFGNGjU0Z84ci+vevHlTw4cPV4kSJVS6dGmNHTtW/fr1Y8QXAAAAgHwjXyWvPv30U40ePVqTJ0/W7t27Va9ePbVr107nz5/PtP6WLVvUs2dPDRw4UHv27FHXrl3VtWtXHThwIEPdL774Qtu2bVPZsmVt3QwAtmQYUkqSfTbDuK/Qly5dqjJlymjHjh0aNmyYnn/+eXXv3l3NmjXT7t279cgjj6hv3766du2aJCk9PV3ly5dXdHS0Dh06pEmTJmncuHH67LPPzNecMWOGli9frsWLF2vz5s1KTEzU6tWr7ytOAAAAAMhNJsO4z9+2clHTpk31wAMPaO7cuZJu/eLm7++vYcOG6eWXX85Qv0ePHkpKStLXX39tLnvwwQdVv359LViwwFz2119/qWnTplq3bp06deqkkSNHauTIkdmOKzExUZ6enkpISJCHh8e9NxBAjt24cUMnTpxQ5cqV5ebmdiuJNM1OSehxZyQX92xX79+/v+Lj47V69Wq1atVKaWlp+vnnnyXdGlXl6empbt26admyZZKkuLg4+fn5aevWrXrwwQczvebQoUMVFxenlStXSpJ8fX01ZswYjRkzxnzdKlWqqEGDBndMYmX4TP+B51328VkBKCx43mUfnxWAwsLaz7t8M/IqJSVFu3btUkhIiLnMwcFBISEh2rp1a6bnbN261aK+JLVr186ifnp6uvr27auXXnpJderUsU3wAJANQUFB5p8dHR1VunRp1a1b11zm4+MjSRajTefNm6dGjRrJy8tLxYoV0/vvv6/Y2FhJUkJCgs6dO6cmTZpYXLdRo0a2bgoAAAAAWI2TvQPIrgsXLigtLc38y9ttPj4++v333zM9Jy4uLtP6cXFx5v0ZM2bIyclJw4cPz3YsycnJSk5ONu8nJiZm+1wANuZc9NYIKHvd+35Od3a22DeZTBZlJpNJ0q2kuyRFRUVpzJgxmjlzpoKDg1W8eHG9+eab2r59+33FAQAAAAB5Sb4ZeWULu3bt0pw5c7RkyRLzL4XZERERIU9PT/Pm7+9vwygB5IjJdOvVPXtsOXiOWMPmzZvVrFkzvfDCC2rQoIGqVaumY8eOmY97enrKx8dHO3fuNJelpaVp9+7duRonAAC5KTIyUkFBQfLw8JCHh4eCg4MtFjzJzOzZs1WjRg0VKVJE/v7+GjVqlG7cuGFRJ6cLRwEArCffJK/KlCkjR0dHnTt3zqL83Llz8vX1zfQcX1/fLOv//PPPOn/+vCpUqCAnJyc5OTnp1KlTevHFF1WpUqU7xhIeHq6EhATzdvr06ftrHADcg4CAAP3yyy9at26djhw5ookTJ1okqiRp2LBhioiI0JdffqnDhw9rxIgRunz5co4S9gAA5Cfly5fX9OnTtWvXLv3yyy9q3bq1unTpooMHD2Zaf8WKFXr55Zc1efJk/fbbb1q4cKE+/fRTjRs3zlwnpwtHAQCsK98kr1xcXNSoUSNt2LDBXJaenq4NGzYoODg403OCg4Mt6kvS+vXrzfX79u2rffv2ae/eveatbNmyeumll7Ru3bo7xuLq6mr+Juf2BgC57dlnn1W3bt3Uo0cPNW3aVBcvXtQLL7xgUWfs2LHq2bOnwsLCFBwcrGLFiqldu3YZJmIHAKCgCA0NVceOHRUQEKDq1atr6tSpKlasmLZt25Zp/S1btuihhx5Sr169VKlSJT3yyCPq2bOnxciqWbNmadCgQRowYIBq166tBQsWqGjRolq0aFFuNQsACrV8M+eVJI0ePVr9+vVT48aN1aRJE82ePVtJSUkaMGCAJCksLEzlypVTRESEJGnEiBFq2bKlZs6cqU6dOikqKkq//PKL3n//fUlS6dKlVbp0aYt7ODs7y9fXVzVq1MjdxgEodJYsWWL+OSYmJsPxkydPZij75wKxrq6uWrx4sRYvXmxR5/YzUJKcnJz07rvv6t1335V0K+lfq1YtPfnkk/cXPAAA+UBaWpqio6OVlJR0xy+8mzVrpo8//lg7duxQkyZNdPz4ca1Zs0Z9+/aV9H8LR4WHh5vPudvCUbcxVy4AWEe+Sl716NFDf//9tyZNmqS4uDjVr19fa9euNU/KHhsbKweH/xtM1qxZM61YsUITJkzQuHHjFBAQoNWrVyswMNBeTQCAXHXq1Cl99913atmypZKTkzV37lydOHFCvXr1sndoAADYzP79+xUcHKwbN26oWLFi+uKLL1S7du1M6/bq1UsXLlxQ8+bNZRiGbt68qeeee8782uC9LBx1W0REhKZMmWKdRgFAIZavkleSNHToUA0dOjTTY5mNXOjevbu6d++e7etnNtIBAPIrBwcHLVmyRGPGjJFhGAoMDNT333+vWrVq2Ts0AABspkaNGtq7d68SEhK0cuVK9evXTxs3bsw0gRUTE6Np06Zp/vz5atq0qY4ePaoRI0botdde08SJE+8rjvDwcI0ePdq8n5iYyGJPAHAP8l3yCgCQff7+/tq8ebO9wwAAIFe5uLioWrVqkqRGjRpp586dmjNnjt57770MdSdOnKi+ffvqmWeekSTVrVtXSUlJGjx4sMaPH39PC0fd5urqKldXVyu1CgAKr3wzYTsAAAAA3Iv09HSLuaf+6dq1axZTj0iSo6OjpFtzTd7LwlEAAOti5BUAAACAAiM8PFwdOnRQhQoVdOXKFa1YsUIxMTHm1cT/vchTaGioZs2apQYNGphfG5w4caJCQ0PNSay7LRwFALAtklcACoT09HR7h1Bg8FkCAPKz8+fPKywsTGfPnpWnp6eCgoK0bt06tW3bVlLGRZ4mTJggk8mkCRMm6K+//pKXl5dCQ0M1depUc527LRwFALAtk/HPdddxTxITE+Xp6amEhAR5eHjYOxygUElPT9cff/whR0dHeXl5ycXFRSaTyd5h5UuGYSglJUV///230tLSFBAQkOE1Cp532cdnBaCw4HmXfXxWAAoLaz/vGHkFIF9zcHBQ5cqVdfbsWZ05c8be4RQIRYsWVYUKFTIkrgAAAADAHkheAcj3XFxcVKFCBd28eVNpaWn2Didfc3R0lJOTE6PXAAAAAOQZJK8AFAgmk0nOzs5ydna2dygAAAAAACvinRAAAAAAAADkWSSvAAAAAAAAkGeRvAIAAAAAAECeRfIKAAAAAAAAeRbJKwAAAAAAAORZJK8AAIXK9OnTZTKZNHLkyCzrxcfHa8iQIfLz85Orq6uqV6+uNWvW5E6QAAAAAMyc7B0AAAC5ZefOnXrvvfcUFBSUZb2UlBS1bdtW3t7eWrlypcqVK6dTp06pRIkSuRMoAAAAADOSVwCAQuHq1avq3bu3PvjgA73++utZ1l20aJEuXbqkLVu2yNnZWZJUqVKlXIgSAAAAwL/x2iAAoFAYMmSIOnXqpJCQkLvW/eqrrxQcHKwhQ4bIx8dHgYGBmjZtmtLS0u54TnJyshITEy02AAAAAPePkVcAgAIvKipKu3fv1s6dO7NV//jx4/rhhx/Uu3dvrVmzRkePHtULL7yg1NRUTZ48OdNzIiIiNGXKFGuGDQAAAECMvAIAFHCnT5/WiBEjtHz5crm5uWXrnPT0dHl7e+v9999Xo0aN1KNHD40fP14LFiy44znh4eFKSEgwb6dPn7ZWEwAAAIBCjZFXAIACbdeuXTp//rwaNmxoLktLS9NPP/2kuXPnKjk5WY6Ojhbn+Pn5ydnZ2aK8Vq1aiouLU0pKilxcXDLcx9XVVa6urrZrCAAAAFBIkbwCABRobdq00f79+y3KBgwYoJo1a2rs2LEZEleS9NBDD2nFihVKT0+Xg8OtQcpHjhyRn59fpokrAAAAALbDa4MAgAKtePHiCgwMtNjc3d1VunRpBQYGSpLCwsIUHh5uPuf555/XpUuXNGLECB05ckTffPONpk2bpiFDhtirGQAAAEChxcgrAEChFxsbax5hJUn+/v5at26dRo0apaCgIJUrV04jRozQ2LFj7RglAAAAUDiRvAIAFDoxMTFZ7ktScHCwtm3bljsBAQAAALgjXhsEAAAAAABAnkXyCgAAAAAAAHkWySsAAAAAAADkWSSvAAAAAAAAkGeRvAIAAAAAAECeRfIKAAAAAAAAeRbJKwAAAAAAAORZJK8AAAAAFCiRkZEKCgqSh4eHPDw8FBwcrG+//faO9Vu1aiWTyZRh69Spk7lO//79Mxxv3759bjQHAAo9J3sHAAAAAADWVL58eU2fPl0BAQEyDENLly5Vly5dtGfPHtWpUydD/VWrViklJcW8f/HiRdWrV0/du3e3qNe+fXstXrzYvO/q6mq7RgAAzEheAQAAAChQQkNDLfanTp2qyMhIbdu2LdPkValSpSz2o6KiVLRo0QzJK1dXV/n6+lo/YABAlnhtEAAAAECBlZaWpqioKCUlJSk4ODhb5yxcuFBPPfWU3N3dLcpjYmLk7e2tGjVq6Pnnn9fFixdtETIA4F8YeQUAAACgwNm/f7+Cg4N148YNFStWTF988YVq16591/N27NihAwcOaOHChRbl7du3V7du3VS5cmUdO3ZM48aNU4cOHbR161Y5Ojpmeq3k5GQlJyeb9xMTE++vUQBQSJG8AgAAAFDg1KhRQ3v37lVCQoJWrlypfv36aePGjXdNYC1cuFB169ZVkyZNLMqfeuop889169ZVUFCQqlatqpiYGLVp0ybTa0VERGjKlCn33xgAKOR4bRAAAABAgePi4qJq1aqpUaNGioiIUL169TRnzpwsz0lKSlJUVJQGDhx41+tXqVJFZcqU0dGjR+9YJzw8XAkJCebt9OnTOW4HAICRVwAAAAAKgfT0dItX+DITHR2t5ORk9enT567X+/PPP3Xx4kX5+fndsY6rqysrEgKAFZC8AgAAAFCghIeHq0OHDqpQoYKuXLmiFStWKCYmRuvWrZMkhYWFqVy5coqIiLA4b+HCheratatKly5tUX716lVNmTJFjz/+uHx9fXXs2DH997//VbVq1dSuXbtcaxcAFFYkrwAAAAAUKOfPn1dYWJjOnj0rT09PBQUFad26dWrbtq0kKTY2Vg4OljOoHD58WJs2bdJ3332X4XqOjo7at2+fli5dqvj4eJUtW1aPPPKIXnvtNUZWAUAuIHkFAAAAoED590qB/xYTE5OhrEaNGjIMI9P6RYoUMY/aAgDkPiZsBwAAAAAAQJ6Vo5FXv/32m6KiovTzzz/r1KlTunbtmry8vNSgQQO1a9dOjz/+OMNmAQAAAAAAYDXZGnm1e/duhYSEqEGDBtq0aZOaNm2qkSNH6rXXXlOfPn1kGIbGjx+vsmXLasaMGXddxQMAAAAAAADIjmwlrx5//HF169ZNcXFx2rBhgyIiIjRs2DA988wz+u9//6tly5bpxIkT+vrrr7Vnzx7NnDnTZgHPmzdPlSpVkpubm5o2baodO3ZkWT86Olo1a9aUm5ub6tatqzVr1piPpaamauzYsapbt67c3d1VtmxZhYWF6cyZMzaLHwAAAAAAANmXrdcGjxw5Imdn57vWCw4OVnBwsFJTU+87sMx8+umnGj16tBYsWKCmTZtq9uzZateunQ4fPixvb+8M9bds2aKePXsqIiJCjz76qFasWKGuXbtq9+7dCgwM1LVr17R7925NnDhR9erV0+XLlzVixAh17txZv/zyi03aAAAAAAAAgOwzGXdaUiMPatq0qR544AHNnTtXkpSeni5/f38NGzZML7/8cob6PXr0UFJSkr7++mtz2YMPPqj69etrwYIFmd5j586datKkiU6dOqUKFSpkK67ExER5enoqISFBHh4e99AyAMgfeN5lH58VgMKC51328VkBKCys/byz2mqDv/zyi3766SdrXS6DlJQU7dq1SyEhIeYyBwcHhYSEaOvWrZmes3XrVov6ktSuXbs71pekhIQEmUwmlShR4o51kpOTlZiYaLEBAAAAAADA+qyWvOrbt68efvhha10ugwsXLigtLU0+Pj4W5T4+PoqLi8v0nLi4uBzVv3HjhsaOHauePXtmmRmMiIiQp6enefP3989hawAAAAAAAJAdVktebdiwQcePH7fW5XJdamqqnnzySRmGocjIyCzrhoeHKyEhwbydPn06l6IEAAAAAAAoXLI1YXt2lC1b1lqXylSZMmXk6Oioc+fOWZSfO3dOvr6+mZ7j6+ubrfq3E1enTp3SDz/8cNf3MV1dXeXq6noPrQAAAAAAAEBO3PPIq/Pnz+vAgQPat2+fxWYrLi4uatSokTZs2GAuS09P14YNGxQcHJzpOcHBwRb1JWn9+vUW9W8nrv744w99//33Kl26tG0aAAAAAAAAgBzL8cirXbt2qV+/fvrtt990e6FCk8kkwzBkMpmUlpZm9SBvGz16tPr166fGjRurSZMmmj17tpKSkjRgwABJUlhYmMqVK6eIiAhJ0ogRI9SyZUvNnDlTnTp1UlRUlH755Re9//77km4lrp544gnt3r1bX3/9tdLS0szzYZUqVUouLi42awsAAAAAAADuLsfJq6efflrVq1fXwoUL5ePjI5PJZIu4MtWjRw/9/fffmjRpkuLi4lS/fn2tXbvWPCl7bGysHBz+bzBZs2bNtGLFCk2YMEHjxo1TQECAVq9ercDAQEnSX3/9pa+++kqSVL9+fYt7/fjjj2rVqlWutAsAYOnEiRP6+eefderUKV27dk1eXl5q0KCBgoOD5ebmZu/wAAAAAOQik3F7+FQ2FS9eXHv27FG1atVsFVO+k5iYKE9PTyUkJNx1viwAyM9s/bxbvny55syZo19++UU+Pj4qW7asihQpokuXLunYsWNyc3NT7969NXbsWFWsWNHq97cm+gYAhQXPu+zjswJQWFj7eZfjkVdt2rTRr7/+SvIKAGBVDRo0kIuLi/r376/PP/9c/v7+FseTk5O1detWRUVFqXHjxpo/f766d+9up2gBAAAA5JYcJ68+/PBD9evXTwcOHFBgYKCcnZ0tjnfu3NlqwQEACo/p06erXbt2dzzu6uqqVq1aqVWrVpo6dapOnjyZe8EBAAAAsJscJ6+2bt2qzZs369tvv81wzNYTtgMACq6sElf/Vrp0aVaHBQAAAAoJh7tXsTRs2DD16dNHZ8+eVXp6usVG4goAYA2tW7fWlClTMpRfvnxZrVu3tkNEAAAAAOwlxyOvLl68qFGjRplX+AMAwNpiYmK0f/9+7dmzR8uXL5e7u7skKSUlRRs3brRzdAAAAAByU45HXnXr1k0//vijLWIBAMDs+++/V1xcnB588EHmtwIAAAAKsRyPvKpevbrCw8O1adMm1a1bN8OE7cOHD7dacACAwsvPz08bN27UgAED9MADDyg6Olq1atWyd1gAAAAActk9rTZYrFgxbdy4McOrGyaTieQVAOC+mUwmSbdWGFyxYoVef/11tW/fXmPHjrVzZAAAAAByW46SV4ZhKCYmRt7e3ipSpIitYgIAFHKGYVjsT5gwQbVq1VK/fv3sFBEAAAAAe8lx8iogIEAHDx5UQECArWICABRyJ06cUJkyZSzKHn/8cdWoUUO7du2yU1QAAAAA7CFHySsHBwcFBATo4sWLJK8AADZTsWLFTMsDAwMVGBiYy9EAAGwtPT1dGzdu1M8//6xTp07p2rVr8vLyUoMGDRQSEiJ/f397hwgAsKMcz3k1ffp0vfTSS4qMjOQXCACAVXXr1i1b9VatWmXjSAAAueH69euaOXOmIiMjdenSJdWvX19ly5ZVkSJFdPToUa1evVqDBg3SI488okmTJunBBx+0d8gAADvIcfIqLCxM165dU7169eTi4pJh7qtLly5ZLTgAQOHi6elpsb9ixQqFhoaqePHidooIAGBL1atXV3BwsD744AO1bds2w0rmknTq1CmtWLFCTz31lMaPH69BgwbZIVIAgD2ZjH/PinsXS5cuzfJ4YZxMNzExUZ6enkpISJCHh4e9wwEAm8nt513x4sX166+/qkqVKja/l7XRNwAoLO7neffbb7+pVq1a2aqbmpqq2NhYVa1a9a51IyMjFRkZqZMnT0qS6tSpo0mTJqlDhw6Z1m/VqlWGldQlqWPHjvrmm28k3Zr/d/Lkyfrggw8UHx+vhx56SJGRkTmaToW+AUBhYe3nXY5HXhXG5BQAAAAA68tu4kqSnJ2ds5W4kqTy5ctr+vTpCggIkGEYWrp0qbp06aI9e/aoTp06GeqvWrVKKSkp5v2LFy+qXr166t69u7nsjTfe0DvvvKOlS5eqcuXKmjhxotq1a6dDhw7Jzc0t2+0AAORcjpNXkpSWlqbVq1frt99+k3Trm4zOnTvL0dHRqsEBAAAAKLj27duX7bpBQUHZrhsaGmqxP3XqVEVGRmrbtm2ZJq9KlSplsR8VFaWiRYuak1eGYWj27NmaMGGCunTpIklatmyZfHx8tHr1aj311FPZjg0AkHM5Tl4dPXpUHTt21F9//aUaNWpIkiIiIuTv769vvvkm29+GAAAAACjc6tevL5PJJMMwZDKZsqyblpZ2T/dIS0tTdHS0kpKSFBwcnK1zFi5cqKeeekru7u6SpBMnTiguLk4hISHmOp6enmratKm2bt1K8goAbCzHyavhw4eratWq2rZtm/kbiosXL6pPnz4aPny4+Z1wAABy6quvvrLYT09P14YNG3TgwAGL8s6dO+dmWAAAGzlx4oT55z179mjMmDF66aWXzEmmrVu3aubMmXrjjTdyfO39+/crODhYN27cULFixfTFF1+odu3adz1vx44dOnDggBYuXGgui4uLkyT5+PhY1PXx8TEfy0xycrKSk5PN+4mJiTltBgBA95C82rhxo0XiSpJKly6t6dOn66GHHrJqcACAwqVr164Zyp599lmLfZPJdM/fvgMA8paKFSuaf+7evbveeecddezY0VwWFBQkf39/TZw4MdM+Iis1atTQ3r17lZCQoJUrV6pfv37auHHjXRNYCxcuVN26ddWkSZMc3S8zERERmjJlyn1fBwAKO4ecnuDq6qorV65kKL969apcXFysEhQAoHBKT0+/63a/iavp06fLZDJp5MiRd6yzZMkSmUwmi43JeAHAtvbv36/KlStnKK9cubIOHTqU4+u5uLioWrVqatSokSIiIlSvXj3NmTMny3OSkpIUFRWlgQMHWpT7+vpKks6dO2dRfu7cOfOxzISHhyshIcG8nT59OsftAADcQ/Lq0Ucf1eDBg7V9+3YZhiHDMLRt2zY999xzvMYBAMjTdu7cqffeey9bk/56eHjo7Nmz5u3UqVO5ECEAFF61atVSRESExap/KSkpioiIyNGqhHeSnp5u8QpfZqKjo5WcnKw+ffpYlFeuXFm+vr7asGGDuSwxMVHbt2/Pch4tV1dXeXh4WGwAgJzL8WuD77zzjvr166fg4GA5OztLkm7evKnOnTvf9ZsMAADuZNu2bXrwwQezVffatWs6ceJEpitG3cnVq1fVu3dvffDBB3r99dfvWt9kMmX5bToAwLoWLFig0NBQlS9f3vwlw759+2QymfS///0vR9cKDw9Xhw4dVKFCBV25ckUrVqxQTEyM1q1bJ0kKCwtTuXLlFBERYXHewoUL1bVrV5UuXdqi/PaI3ddff10BAQGqXLmyJk6cqLJly+b4dUYAQM7lOHlVokQJffnll/rjjz/0+++/S7r1LUm1atWsHhwAoPDo27evqlSpomeeeUYdO3Y0r/D0T4cOHdLHH3+sxYsXa8aMGTlKXg0ZMkSdOnVSSEhItpJXV69eVcWKFZWenq6GDRtq2rRpWd6PSXkB4P40adJEx48f1/Lly82/Z/To0UO9evXKtE/Iyvnz5xUWFqazZ8/K09NTQUFBWrdundq2bStJio2NlYOD5Usohw8f1qZNm/Tdd99les3//ve/SkpK0uDBgxUfH6/mzZtr7dq1vFYOALnAZBiGYe8g8rvExER5enoqISGBocAACjRbPu9SU1MVGRmpefPm6fjx46pevbrKli0rNzc3Xb58Wb///ruuXr2qxx57TOPGjVPdunWzfe2oqChNnTpVO3fulJubm1q1aqX69etr9uzZmdbfunWr/vjjDwUFBSkhIUFvvfWWfvrpJx08eFDly5fP9JxXXnkl00l56RsAFHT8v3D28VkBKCys/bzLcfIqLS1NS5Ys0YYNG3T+/Hmlp6dbHP/hhx/uO6j8hk4IQGGRW8+7X375RZs2bdKpU6d0/fp1lSlTRg0aNNDDDz9ssdptdpw+fVqNGzfW+vXrza+h3C159W+pqamqVauWevbsqddeey3TOpmNvPL396dvAFDgWbtvOHTokGJjYy3mvpJUIObX5fcGAIWFtZ93OX5tcMSIEVqyZIk6deqkwMBAmUym+w4CAIB/aty4sRo3bmyVa+3atUvnz59Xw4YNzWVpaWn66aefNHfuXCUnJ8vR0THLazg7O6tBgwY6evToHeu4urrK1dXVKjEDQGF0/PhxPfbYY9q/f79MJpNuf8d++/eN+11tFgCQf+U4eRUVFaXPPvtMHTt2tEU8AABYVZs2bbR//36LsgEDBqhmzZoaO3bsXRNX0q1fmPbv30/fBwA2NGLECFWuXFkbNmxQ5cqVtWPHDl28eFEvvvii3nrrLXuHBwCwoxwnr1xcXJicHQCQbxQvXlyBgYEWZe7u7ipdurS5/N+rTr366qt68MEHVa1aNcXHx+vNN9/UqVOn9Mwzz+R6/ABQWGzdulU//PCDypQpIwcHBzk4OKh58+aKiIjQ8OHDtWfPHnuHCACwE4e7V7H04osvas6cOWKedwBAQREbG6uzZ8+a9y9fvqxBgwapVq1a6tixoxITE7VlyxbVrl3bjlECQMGWlpam4sWLS5LKlCmjM2fOSJIqVqyow4cP2zM0AICd5Xjk1aZNm/Tjjz/q22+/VZ06deTs7GxxfNWqVVYLDgAAW4iJicly/+2339bbb7+dewEBABQYGKhff/1VlStXVtOmTfXGG2/IxcVF77//vqpUqWLv8AAAdpTj5FWJEiX02GOP2SIWAAAk3Zq0l19UAKBwmTBhgpKSkiTden370UcfVYsWLVS6dGl9+umndo4OAGBPOU5eLV682BZxAABgVq1aNbVs2VIDBw7UE088ITc3N3uHBACwsXbt2pl/rlatmn7//XddunRJJUuWZIVzACjkcjznFQAAtrZ7924FBQVp9OjR8vX11bPPPqsdO3bYOywAgI2kpqbKyclJBw4csCgvVaoUiSsAQPaSV+3bt9e2bdvuWu/KlSuaMWOG5s2bd9+BAQAKr/r162vOnDk6c+aMFi1apLNnz6p58+YKDAzUrFmz9Pfff9s7RACAFTk7O6tChQpKS0uzdygAgDwoW8mr7t276/HHH1ft2rU1duxYRUdHa/Pmzdq1a5e+//57vfPOO3ryySfl5+en3bt3KzQ01NZxAwAKAScnJ3Xr1k3R0dGaMWOGjh49qjFjxsjf319hYWEWKwQCAPK38ePHa9y4cbp06ZK9QwEA5DHZmvNq4MCB6tOnj6Kjo/Xpp5/q/fffV0JCgiTJZDKpdu3aateunXbu3KlatWrZNGAAQOHxyy+/aNGiRYqKipK7u7vGjBmjgQMH6s8//9SUKVPUpUsXXicEgAJi7ty5Onr0qMqWLauKFSvK3d3d4vju3bvtFBkAwN6yPWG7q6ur+vTpoz59+kiSEhISdP36dZUuXVrOzs42CxAAUPjMmjVLixcv1uHDh9WxY0ctW7ZMHTt2lIPDrQHDlStX1pIlS1SpUiX7BgoAsJquXbvaOwQAQB6V49UGb/P09JSnp6c1YwEAQJIUGRmpp59+Wv3795efn1+mdby9vbVw4cJcjgwAYCuTJ0+2dwgAgDzqnpNXAADYyh9//HHXOi4uLurXr18uRAMAsBXDMFhNEABwV9masB0AgNy0ePFiRUdHZyiPjo7W0qVL7RARAMAW6tSpo6ioKKWkpGRZ748//tDzzz+v6dOn51JkAIC8hJFXAIA8JyIiQu+9916Gcm9vbw0ePJgRVwBQQLz77rsaO3asXnjhBbVt21aNGzdW2bJl5ebmpsuXL+vQoUPatGmTDh48qKFDh+r555+3d8gAADsgeQUAyHNiY2NVuXLlDOUVK1ZUbGysHSICANhCmzZt9Msvv2jTpk369NNPtXz5cp06dUrXr19XmTJl1KBBA4WFhal3794qWbKkvcMFANjJPSWv4uPjtXLlSh07dkwvvfSSSpUqpd27d8vHx0flypWzdowAgELG29tb+/bty7Ca4K+//qrSpUvbJygAgM00b95czZs3t3cYAIA8KsfJq3379ikkJESenp46efKkBg0apFKlSmnVqlWKjY3VsmXLbBEnAKAQ6dmzp4YPH67ixYvrP//5jyRp48aNGjFihJ566ik7RwcAAAAgN+V4wvbRo0erf//++uOPP+Tm5mYu79ixo3766SerBpeZefPmqVKlSnJzc1PTpk21Y8eOLOtHR0erZs2acnNzU926dbVmzRqL44ZhaNKkSfLz81ORIkUUEhKSrVWuAAC289prr6lp06Zq06aNihQpoiJFiuiRRx5R69atNW3aNHuHBwAAACAX5Th5tXPnTj377LMZysuVK6e4uDirBHUnn376qUaPHq3Jkydr9+7dqlevntq1a6fz589nWn/Lli3q2bOnBg4cqD179qhr167q2rWrDhw4YK7zxhtv6J133tGCBQu0fft2ubu7q127drpx44ZN2wIAuDMXFxd9+umn+v3337V8+XKtWrVKx44d06JFi+Ti4mLv8AAAAADkohwnr1xdXZWYmJih/MiRI/Ly8rJKUHcya9YsDRo0SAMGDFDt2rW1YMECFS1aVIsWLcq0/pw5c9S+fXu99NJLqlWrll577TU1bNhQc+fOlXRr1NXs2bM1YcIEdenSRUFBQVq2bJnOnDmj1atX27QtAIC7q169urp3765HH31UFStWtHc4AAAAAOwgx3Nede7cWa+++qo+++wzSZLJZFJsbKzGjh2rxx9/3OoB3paSkqJdu3YpPDzcXObg4KCQkBBt3bo103O2bt2q0aNHW5S1a9fOnJg6ceKE4uLiFBISYj7u6emppk2bauvWrTadV8VIT9f1a1dsdn0AuJsiRYvL5JDj7zByRVpampYsWaINGzbo/PnzSk9Ptzj+ww8/2Cky2zIMQ9dT0+wdBoBCrIizo0wmk73DwD/QNwDIC+zdP+Q4eTVz5kw98cQT8vb21vXr19WyZUvFxcUpODhYU6dOtUWMkqQLFy4oLS1NPj4+FuU+Pj76/fffMz0nLi4u0/q3X2+8/d+s6mQmOTlZycnJ5v3MRqLdzfVrV1T0rQo5Pg8ArOXamFgVLeZp7zAyNWLECC1ZskSdOnVSYGBgoflF6npqmmpPWmfvMAAUYodebaeiLve0ILlVHDt2TIsXL9axY8c0Z84ceXt769tvv1WFChVUp04du8VlT/QNAPICe/cPOb6zp6en1q9fr02bNmnfvn26evWqGjZsaDF6qaCLiIjQlClT7B0GABRYUVFR+uyzz9SxY0d7hwIAyCUbN25Uhw4d9NBDD+mnn37S1KlT5e3trV9//VULFy7UypUr7R0iAMBO7jlt1rx5czVv3tyasWSpTJkycnR01Llz5yzKz507J19f30zP8fX1zbL+7f+eO3dOfn5+FnXq169/x1jCw8MtXkdMTEyUv79/jtpTpGhxXRsTm6NzAMCaihQtbu8Q7sjFxUXVqlWzdxi5roizow692s7eYQAoxIo4O9rt3i+//LJef/11jR49WsWL/18f1bp1a/OctYURfQOAvMCe/YOUzeTVO++8k+0LDh8+/J6DyYqLi4saNWqkDRs2qGvXrpKk9PR0bdiwQUOHDs30nODgYG3YsEEjR440l61fv17BwcGSpMqVK8vX11cbNmwwJ6sSExO1fft2Pf/883eMxdXVVa6urvfVHpODQ559XQcA7O3FF1/UnDlzNHfu3ELzyqB0ax5Jew7HBgB72r9/v1asWJGh3NvbWxcuXMj2dSIjIxUZGamTJ09KkurUqaNJkyapQ4cOdzwnPj5e48eP16pVq3Tp0iVVrFhRs2fPNo8AfuWVVzK8eVGjRo07Tl9iTfQNAJDN5NXbb79tsf/333/r2rVrKlGihKRbD/uiRYvK29vbZskrSRo9erT69eunxo0bq0mTJpo9e7aSkpI0YMAASVJYWJjKlSuniIgISbfmTGnZsqVmzpypTp06KSoqSr/88ovef/99Sbc6gpEjR+r1119XQECAKleurIkTJ6ps2bLmBBkAIPdt2rRJP/74o7799lvVqVNHzs7OFsdXrVplp8gAALZSokQJnT17VpUrV7Yo37Nnj8qVK5ft65QvX17Tp09XQECADMPQ0qVL1aVLF+3ZsyfTebNSUlLUtm1beXt7a+XKlSpXrpxOnTpl/l3ntjp16uj777837zs5kVACgNySrSfuiRMnzD+vWLFC8+fP18KFC1WjRg1J0uHDhzVo0CA9++yztony/+vRo4f+/vtvTZo0SXFxcapfv77Wrl1rnnA9NjZWDv9YOatZs2ZasWKFJkyYoHHjxikgIECrV69WYGCguc5///tfJSUlafDgwYqPj1fz5s21du1aubm52bQtAIA7K1GihB577DF7hwEAyEVPPfWUxo4dq+joaJlMJqWnp2vz5s0aM2aMwsLCsn2d0NBQi/2pU6cqMjJS27ZtyzR5tWjRIl26dElbtmwxf1lSqVKlDPWcnJzuOF0JAMC2TIZhGDk5oWrVqlq5cqUaNGhgUb5r1y498cQTFomuwiIxMVGenp5KSEiQh4eHvcMBAJvheZd9fFYACgtrPe9SUlI0ZMgQLVmyRGlpaXJyclJaWpp69eqlJUuWyNEx5/OtpKWlKTo6Wv369dOePXtUu3btDHU6duyoUqVKqWjRovryyy/l5eWlXr16aezYseZ7vvLKK3rzzTfl6ekpNzc3BQcHKyIiQhUqZL16eGarlPv7+9M3ACjwrP3/wjke63r27FndvHkzQ3laWlqGydEBALhXN2/eVExMjI4dO6ZevXqpePHiOnPmjDw8PFSsWDF7hwcAsDIXFxd98MEHmjRpkvbv36+rV6+qQYMGCggIyPG19u/fr+DgYN24cUPFihXTF198kWniSpKOHz+uH374Qb1799aaNWt09OhRvfDCC0pNTdXkyZMlSU2bNtWSJUtUo0YNnT17VlOmTFGLFi104MABi8nl/41VygHAOnI88io0NFR//fWXPvzwQzVs2FDSrVFXgwcPVrly5fTVV1/ZJNC8jG/XARQWufW8O3XqlNq3b6/Y2FglJyfryJEjqlKlikaMGKHk5GQtWLDAZve2FvoGAIWFrZ53aWlp2r9/vypWrKiSJUvm6NyUlBTFxsYqISFBK1eu1IcffqiNGzdmmsCqXr26bty4oRMnTphHWs2aNUtvvvmmzp49m+n14+PjVbFiRc2aNUsDBw68YxyMvAJQWFm7b3C4exVLixYtkq+vrxo3bmxeda9Jkyby8fHRhx9+eN8BAQAwYsQINW7cWJcvX1aRIkXM5Y899pg2bNhgx8gAALYycuRILVy4UNKtxFXLli3VsGFD+fv7KyYmJkfXcnFxUbVq1dSoUSNFRESoXr16mjNnTqZ1/fz8VL16dYvXEmvVqqW4uDilpKRkek6JEiVUvXp1HT16NMs4XF1d5eHhYbEBAHIux68Nenl5ac2aNTpy5Ih5adiaNWuqevXqVg8OAFA4/fzzz9qyZYtcXFwsyitVqqS//vrLTlEBAGxp5cqV6tOnjyTpf//7n44fP67ff/9dH330kcaPH6/Nmzff87XT09MtRkD900MPPaQVK1YoPT3dvPjTkSNH5Ofnl6Efuu3q1as6duyY+vbte88xAQCyL8cjr26rXr26OnfurM6dO5O4AgBYVXp6utLS0jKU//nnn1nOLQIAyL8uXLhgXs1vzZo1evLJJ1W9enU9/fTT2r9/f7avEx4erp9++kknT57U/v37FR4erpiYGPXu3VuSFBYWpvDwcHP9559/XpcuXdKIESN05MgRffPNN5o2bZqGDBlirjNmzBht3LhRJ0+e1JYtW/TYY4/J0dFRPXv2tFLrAQBZyfHIq6effjrL44sWLbrnYAAAkKRHHnlEs2fP1vvvvy9JMplMunr1qiZPnqyOHTvaOToAgC34+Pjo0KFD8vPz09q1axUZGSlJunbtWo5WGjx//rzCwsJ09uxZeXp6KigoSOvWrVPbtm0lSbGxseYRVpLk7++vdevWadSoUQoKClK5cuU0YsQIjR071lznzz//VM+ePXXx4kV5eXmpefPm2rZtm7y8vKzUegBAVnKcvLp8+bLFfmpqqg4cOKD4+Hi1bt3aaoEBAAqvmTNnql27dqpdu7Zu3LihXr166Y8//lCZMmX0ySef2Ds8AIANDBgwQE8++aT8/PxkMpkUEhIiSdq+fbtq1qyZ7evcnjfrTjKbPys4OFjbtm274zlRUVHZvj8AwPpynLz64osvMpSlp6fr+eefV9WqVa0SFACgcCtfvrx+/fVXRUVFad++fbp69aoGDhyo3r17W0zgDgAoOF555RUFBgbq9OnT6t69u1xdXSVJjo6Oevnll+0cHQDAnkyGYRjWuNDhw4fVqlWrOy4nW5CxHDqAwoLnXfbxWQEoLHjeZR+fFYDCwtrPuxyPvLqTY8eO6ebNm9a6HACgEFu2bFmWx8PCwnIpEgBAbkpKStLGjRsVGxurlJQUi2PDhw+3U1QAAHvLcfJq9OjRFvuGYejs2bP65ptv1K9fP6sFBgAovEaMGGGxn5qaqmvXrsnFxUVFixYleQUABdCePXvUsWNHXbt2TUlJSSpVqpQuXLigokWLytvbm+QVABRiOU5e7dmzx2LfwcFBXl5emjlz5l1XIgQAIDv+vTiIJP3xxx96/vnn9dJLL9khIgCArY0aNUqhoaFasGCBPD09tW3bNjk7O6tPnz4ZvtQAABQuOU5e/fjjj7aIAwCALAUEBGj69Onq06ePfv/9d3uHAwCwsr179+q9996Tg4ODHB0dlZycrCpVquiNN95Qv3791K1bN3uHCACwE4ecntC6dWvFx8dnKE9MTFTr1q2tERMAAJlycnLSmTNn7B0GAMAGnJ2d5eBw69cTb29vxcbGSpI8PT11+vRpe4YGALCzHI+8iomJyTB5oiTduHFDP//8s1WCAgAUbl999ZXF/u35FefOnauHHnrITlEBAGypQYMG2rlzpwICAtSyZUtNmjRJFy5c0EcffaTAwEB7hwcAsKNsJ6/27dtn/vnQoUOKi4sz76elpWnt2rUqV66cdaMDABRKXbt2tdg3mUzy8vJS69atNXPmTPsEBQCwqWnTpunKlSuSpKlTpyosLEzPP/+8AgICtGjRIjtHBwCwp2wnr+rXry+TySSTyZTp64FFihTRu+++a9XgAACFU3p6ur1DAADkssaNG5t/9vb21tq1a+0YDQAgL8l28urEiRMyDENVqlTRjh075OXlZT7m4uIib29vOTo62iRIAAAAAAAAFE7ZTl5VrFhREt+GAwBsb/To0dmuO2vWLBtGAgDILefOndOYMWO0YcMGnT9/XoZhWBxPS0uzU2QAAHvLVvLqq6++UocOHeTs7JxhEt1/69y5s1UCAwAUXnv27NGePXuUmpqqGjVqSJKOHDkiR0dHNWzY0FzPZDLZK0QAgJX1799fsbGxmjhxovz8/HjGAwDMspW86tq1q+Li4uTt7Z1hEt1/MplMfCMCALhvoaGhKl68uJYuXaqSJUtKki5fvqwBAwaoRYsWevHFF+0cIQDA2jZt2qSff/5Z9evXt3coAIA8JlvJq3++KshrgwAAW5s5c6a+++47c+JKkkqWLKnXX39djzzyCMkrACiA/P39M7wqCACAJDnYOwAAAP4tMTFRf//9d4byv//+27yMOgCgYJk9e7ZefvllnTx50t6hAADymGyNvHrnnXeyfcHhw4ffczAAAEjSY489pgEDBmjmzJlq0qSJJGn79u166aWX1K1bNztHBwCwlpIlS1rMbZWUlKSqVauqaNGicnZ2tqh76dKl3A4PAJBHZCt59fbbb2frYiaTieQVAOC+LViwQGPGjFGvXr2UmpoqSXJyctLAgQP15ptv2jk6AIC1zJ49294hAADyAZPBi+X3LTExUZ6enkpISJCHh4e9wwEAm8nt511SUpKOHTsmSapatarc3d1tfk9roW8AUFjwvMs+PisAhYW1n3f3NeeVYRhMqggAsJmzZ8/q7NmzCggIkLu7u1X6nOnTp8tkMmnkyJHZqh8VFSWTyZTlarsAgHuXnp6uGTNm6KGHHtIDDzygl19+WdevX7d3WACAPOSeklcLFy5UYGCg3Nzc5ObmpsDAQH344YfWjg0AUEhdvHhRbdq0UfXq1dWxY0edPXtWkjRw4MD7Wmlw586deu+99xQUFJSt+idPntSYMWPUokWLe74nACBrU6dO1bhx41SsWDGVK1dOc+bM0ZAhQ+wdFgAgD8lx8mrSpEkaMWKEQkNDFR0drejoaIWGhmrUqFGaNGmSLWIEABQyo0aNkrOzs2JjY1W0aFFzeY8ePbR27dp7uubVq1fVu3dvffDBBypZsuRd66elpal3796aMmWKqlSpck/3BADc3bJlyzR//nytW7dOq1ev1v/+9z8tX75c6enp9g4NAJBH5Dh5FRkZqQ8++EARERHq3LmzOnfurIiICL3//vuaP3++LWIEABQy3333nWbMmKHy5ctblAcEBOjUqVP3dM0hQ4aoU6dOCgkJyVb9V199Vd7e3ho4cOA93Q8AkD2xsbHq2LGjeT8kJEQmk0lnzpyxY1QAgLwkW6sN/lNqaqoaN26cobxRo0a6efOmVYICABRuSUlJFiOubrt06ZJcXV1zfL2oqCjt3r1bO3fuzFb9TZs2aeHChdq7d2+275GcnKzk5GTzfmJiYk7DBIBC6ebNm3Jzc7Moc3Z2Nq82CwBAjpNXffv2VWRkpGbNmmVR/v7776t3795WCwwAUHi1aNFCy5Yt02uvvSZJMplMSk9P1xtvvKGHH344R9c6ffq0RowYofXr12f45SgzV65cUd++ffXBBx+oTJky2b5PRESEpkyZkqPYAAC3FoHq37+/xZcTN27c0HPPPWexyuyqVavsER4AIA8wGTlcumnYsGFatmyZ/P399eCDD0qStm/frtjYWIWFhcnZ2dlc998JroKKJW8BFBa59bw7cOCA2rRpo4YNG+qHH35Q586ddfDgQV26dEmbN29W1apVs32t1atX67HHHpOjo6O5LC0tTSaTSQ4ODkpOTrY4tnfvXjVo0MCi7Pa8Kw4ODjp8+HCm989s5JW/vz99A4AC7377hgEDBmSr3uLFi3N87byG3xsAFBbWft7leOTVgQMH1LBhQ0nSsWPHJEllypRRmTJldODAAXM9k8l038EBAAqnwMBAHTlyRHPnzlXx4sV19epVdevWTUOGDJGfn1+OrtWmTRvt37/fomzAgAGqWbOmxo4da5GkkqSaNWtmqD9hwgRduXJFc+bMkb+/f6b3cXV1vadXGgGgsCsISSkAgG3lOHn1448/2iIOAAAk3ZpbsX379lqwYIHGjx9/39crXry4AgMDLcrc3d1VunRpc3lYWJjKlSuniIgIubm5ZahfokQJScpQDgDIeyIjIxUZGamTJ09KkurUqaNJkyapQ4cOdzwnPj5e48eP16pVq3Tp0iVVrFhRs2fPtphIft68eXrzzTcVFxenevXq6d1331WTJk1s3RwAgO4heQUAgC05Oztr3759uXrP2NhYOTjkeAFeAEAeVL58eU2fPl0BAQEyDENLly5Vly5dtGfPHtWpUydD/ZSUFLVt21be3t5auXKlypUrp1OnTpm/uJCkTz/9VKNHj9aCBQvUtGlTzZ49W+3atdPhw4fl7e2di60DgMIpx3Ne3bhxQ++++65+/PFHnT9/3jwPyG27d++2aoD5Ae+uAygscut5N2rUKLm6umr69Ok2u4et0TcAKCzyw/OuVKlSevPNNzVw4MAMxxYsWKA333xTv//+u8X8vf/UtGlTPfDAA5o7d66kW3Mh+vv7a9iwYXr55ZezHUd++KwAwBrsPufVwIED9d133+mJJ55QkyZNmNsKAGB1N2/e1KJFi/T999+rUaNGFqtNSYVnQRAAwP1JS0tTdHS0kpKSFBwcnGmdr776SsHBwRoyZIi+/PJLeXl5qVevXuZ5EVNSUrRr1y6Fh4ebz3FwcFBISIi2bt2a5f0zW8wDAJBzOU5eff3111qzZo0eeughW8QDAIDF4iBHjhyxOMaXJgCAu9m/f7+Cg4N148YNFStWTF988YVq166dad3jx4/rhx9+UO/evbVmzRodPXpUL7zwglJTUzV58mRduHBBaWlp8vHxsTjPx8dHv//+e5ZxREREaMqUKVZrFwAUVjlOXpUrV07Fixe3RSwAgELu+PHjqly5MouDAADuS40aNbR3714lJCRo5cqV6tevnzZu3JhpAis9PV3e3t56//335ejoqEaNGumvv/7Sm2++qcmTJ99XHOHh4Ro9erR5PzEx8Y6r1gIA7izHs9POnDlTY8eO1alTp2wRDwCgEAsICNDff/9t3u/Ro4fOnTtnx4gAAPmRi4uLqlWrpkaNGikiIkL16tXTnDlzMq3r5+en6tWry9HR0VxWq1YtxcXFKSUlRWXKlJGjo2OG/ujcuXPy9fXNMg5XV1d5eHhYbACAnMtx8qpx48a6ceOGqlSpouLFi6tUqVIWGwAA9+rfa4isWbNGSUlJdooGAFBQpKenW8w99U8PPfSQjh49arEQ1ZEjR+Tn5ycXFxe5uLioUaNG2rBhg8X1NmzYcMd5tAAA1pXj1wZ79uypv/76S9OmTZOPjw9zjwAAAADIM8LDw9WhQwdVqFBBV65c0YoVKxQTE6N169ZJksLCwlSuXDlFRERIkp5//nnNnTtXI0aM0LBhw/THH39o2rRpGj58uPmao0ePVr9+/dS4cWM1adJEs2fPVlJSkgYMGGCXNgJAYZPj5NWWLVu0detW1atXzxbxAAAKMZPJlOFLEb4kAQDkxPnz5xUWFqazZ8/K09NTQUFBWrdundq2bStJio2NlYPD/72A4u/vr3Xr1mnUqFEKCgpSuXLlNGLECI0dO9Zcp0ePHvr77781adIkxcXFqX79+lq7dm2GSdwBALaR4+RVzZo1df36dVvEkqVLly5p2LBh+t///icHBwc9/vjjmjNnjooVK3bHc27cuKEXX3xRUVFRSk5OVrt27TR//nxzJ/Prr79q+vTp2rRpky5cuKBKlSrpueee04gRI3KrWQCAfzAMQ/3795erq6ukW8/x5557Tu7u7hb1Vq1aZY/wAAD5wMKFC7M8HhMTk6EsODhY27Zty/K8oUOHaujQofcTGgDgHuU4eTV9+nS9+OKLmjp1qurWrStnZ2eL47aahLB37946e/as1q9fr9TUVA0YMECDBw/WihUr7njOqFGj9M033yg6Olqenp4aOnSounXrps2bN0uSdu3aJW9vb3388cfy9/fXli1bNHjwYDk6OtIxAYAd9OvXz2K/T58+dooEAAAAQF5hMv49O+5d3B5i++/XOAzDkMlkUlpamvWi+/9+++031a5dWzt37lTjxo0lSWvXrlXHjh31559/qmzZshnOSUhIkJeXl1asWKEnnnhCkvT777+rVq1a2rp1qx588MFM7zVkyBD99ttv+uGHH7IdX2Jiojw9PZWQkMAKIgAKNJ532cdnBaCw4HmXfXxWAAoLaz/vcjzy6scff7zvm+bU1q1bVaJECXPiSpJCQkLk4OCg7du367HHHstwzq5du5SamqqQkBBzWc2aNVWhQoUsk1cJCQmsmggAAAAAAJBH5Dh51bJlyzseO3DgwH0FcydxcXHy9va2KHNyclKpUqUUFxd3x3NcXFxUokQJi3IfH587nrNlyxZ9+umn+uabb7KMJzk52WKp3cTExGy0AgAAAAAAADnlcPcqWbty5Yref/99NWnSJMcrEL788svmlaXutP3+++/3G2K2HDhwQF26dNHkyZP1yCOPZFk3IiJCnp6e5s3f3z9XYgQAAAAAAChscjzy6raffvpJCxcu1Oeff66yZcuqW7dumjdvXo6u8eKLL6p///5Z1qlSpYp8fX11/vx5i/KbN2/q0qVL8vX1zfQ8X19fpaSkKD4+3mL01blz5zKcc+jQIbVp00aDBw/WhAkT7hp3eHi4Ro8ebd5PTEwkgQUAAAAAAGADOUpexcXFacmSJVq4cKESExP15JNPKjk5WatXr1bt2rVzfHMvLy95eXndtV5wcLDi4+O1a9cuNWrUSJL0ww8/KD09XU2bNs30nEaNGsnZ2VkbNmzQ448/Lkk6fPiwYmNjFRwcbK538OBBtW7dWv369dPUqVOzFberq6t5GXcAAAAAAADYTrZfGwwNDVWNGjW0b98+zZ49W2fOnNG7775ry9jMatWqpfbt22vQoEHasWOHNm/erKFDh+qpp54yrzT4119/qWbNmtqxY4ckydPTUwMHDtTo0aP1448/ateuXRowYICCg4PNk7UfOHBADz/8sB555BGNHj1acXFxiouL099//50r7QIAAAAAAEDWsj3y6ttvv9Xw4cP1/PPPKyAgwJYxZWr58uUaOnSo2rRpIwcHBz3++ON65513zMdTU1N1+PBhXbt2zVz29ttvm+smJyerXbt2mj9/vvn4ypUr9ffff+vjjz/Wxx9/bC6vWLGiTp48mSvtAgAAAAAAwJ2ZDMMwslNx27ZtWrhwoT799FPVqlVLffv21VNPPSU/Pz/9+uuv9/TaYEGRmJgoT09PJSQkyMPDw97hAIDN8LzLPj4rAIUFz7vs47MCUFhY+3mX7dcGH3zwQX3wwQc6e/asnn32WUVFRals2bJKT0/X+vXrdeXKlfsOBgAAAAAAAPinbCevbnN3d9fTTz+tTZs2af/+/XrxxRc1ffp0eXt7q3PnzraIEQAAAAAAAIVUjpNX/1SjRg298cYb+vPPP/XJJ59YKyYAAAAAAABA0n0mr25zdHRU165d9dVXX1njcgAAAAAAAIAkKyWvAAAAAAAAAFsgeQUAAAAAAIA8i+QVAAAAAAAA8iySVwAAAAAAAMizSF4BAAAAAAAgzyJ5BQAAAAAAgDyL5BUAAAAAAADyLJJXAAAAAAAAyLNIXgEAAAAAACDPInkFAAAAAACAPIvkFQAAAAAAAPIsklcAAAAAAADIs0heAQAAAAAAIM8ieQUAAACgQImMjFRQUJA8PDzk4eGh4OBgffvtt3esv2TJEplMJovNzc3Nok7//v0z1Gnfvr2tmwIAkORk7wAAAAAAwJrKly+v6dOnKyAgQIZhaOnSperSpYv27NmjOnXqZHqOh4eHDh8+bN43mUwZ6rRv316LFy8277u6ulo/eABABiSvAAAAABQooaGhFvtTp05VZGSktm3bdsfklclkkq+vb5bXdXV1vWsdAID18dogAAAAgAIrLS1NUVFRSkpKUnBw8B3rXb16VRUrVpS/v7+6dOmigwcPZqgTExMjb29v1ahRQ88//7wuXryY5b2Tk5OVmJhosQEAco7kFQAAAIACZ//+/SpWrJhcXV313HPP6YsvvlDt2rUzrVujRg0tWrRIX375pT7++GOlp6erWbNm+vPPP8112rdvr2XLlmnDhg2aMWOGNm7cqA4dOigtLe2OMURERMjT09O8+fv7W72dAFAYmAzDMOwdRH6XmJgoT09PJSQkyMPDw97hAIDN8LzLPj4rAIVFXn3epaSkKDY2VgkJCVq5cqU+/PBDbdy48Y4JrH9KTU1VrVq11LNnT7322muZ1jl+/LiqVq2q77//Xm3atMm0TnJyspKTk837iYmJ8vf3z3OfFQBYm7X7BkZeAQAAAChwXFxcVK1aNTVq1EgRERGqV6+e5syZk61znZ2d1aBBAx09evSOdapUqaIyZcpkWcfV1dW84uHtDQCQcySvAAAAABR46enpFqOgspKWlqb9+/fLz8/vjnX+/PNPXbx4Mcs6AADrYLVBAAAAAAVKeHi4OnTooAoVKujKlStasWKFYmJitG7dOklSWFiYypUrp4iICEnSq6++qgcffFDVqlVTfHy83nzzTZ06dUrPPPOMpFuTuU+ZMkWPP/64fH19dezYMf33v/9VtWrV1K5dO7u1EwAKC5JXAAAAAAqU8+fPKywsTGfPnpWnp6eCgoK0bt06tW3bVpIUGxsrB4f/ewnl8uXLGjRokOLi4lSyZEk1atRIW7ZsMc+P5ejoqH379mnp0qWKj49X2bJl9cgjj+i1116Tq6urXdoIAIUJE7ZbQV6dpBIArI3nXfbxWQEoLHjeZR+fFYDCggnbAQAAAAAAUGiQvAIAAAAAAECeRfIKAAAAAAAAeRbJKwAAAAAAAORZJK8AAAAAAACQZ5G8AgAUKtOnT5fJZNLIkSPvWGfVqlVq3LixSpQoIXd3d9WvX18fffRR7gUJAAAAwMzJ3gEAAJBbdu7cqffee09BQUFZ1itVqpTGjx+vmjVrysXFRV9//bUGDBggb29vtWvXLpeiBQAAACAx8goAUEhcvXpVvXv31gcffKCSJUtmWbdVq1Z67LHHVKtWLVWtWlUjRoxQUFCQNm3alEvRAgAAALiN5BUAoFAYMmSIOnXqpJCQkBydZxiGNmzYoMOHD+s///mPjaIDAAAAcCe8NggAKPCioqK0e/du7dy5M9vnJCQkqFy5ckpOTpajo6Pmz5+vtm3b3rF+cnKykpOTzfuJiYn3FTMAAACAW0heAQAKtNOnT2vEiBFav3693Nzcsn1e8eLFtXfvXl29elUbNmzQ6NGjVaVKFbVq1SrT+hEREZoyZYqVogYAAABwm8kwDMPeQeR3iYmJ8vT0VEJCgjw8POwdDgDYTH583q1evVqPPfaYHB0dzWVpaWkymUxycHAwj6y6m2eeeUanT5/WunXrMj2e2cgrf3//fPVZAcC9yI99g73wWQEoLKz9vGPkFQCgQGvTpo32799vUTZgwADVrFlTY8eOzVbiSpLS09MtklP/5urqKldX1/uKFQAAAEBGJK8AAAVa8eLFFRgYaFHm7u6u0qVLm8vDwsJUrlw5RURESLr1CmDjxo1VtWpVJScna82aNfroo48UGRmZ6/EDAAAAhR3JKwBAoRcbGysHh/9bgDcpKUkvvPCC/vzzTxUpUkQ1a9bUxx9/rB49etgxSgAAAKBwYs4rK+DddQCFBc+77OOzAlBY8LzLPj4rAIWFtZ93DnevAgAAAAAAANhHvkleXbp0Sb1795aHh4dKlCihgQMH6urVq1mec+PGDQ0ZMkSlS5dWsWLF9Pjjj+vcuXOZ1r148aLKly8vk8mk+Ph4G7QAAAAAAAAAOZVvkle9e/fWwYMHtX79en399df66aefNHjw4CzPGTVqlP73v/8pOjpaGzdu1JkzZ9StW7dM6w4cOFBBQUG2CB0AAAAAAAD3KF8kr3777TetXbtWH374oZo2barmzZvr3XffVVRUlM6cOZPpOQkJCVq4cKFmzZql1q1bq1GjRlq8eLG2bNmibdu2WdSNjIxUfHy8xowZkxvNAQAAAAAAQDbli+TV1q1bVaJECTVu3NhcFhISIgcHB23fvj3Tc3bt2qXU1FSFhISYy2rWrKkKFSpo69at5rJDhw7p1Vdf1bJlyyxWmspKcnKyEhMTLTYAAAAAAABYX75IXsXFxcnb29uizMnJSaVKlVJcXNwdz3FxcVGJEiUsyn18fMznJCcnq2fPnnrzzTdVoUKFbMcTEREhT09P8+bv75+zBgEAAAAAACBb7Jq8evnll2UymbLcfv/9d5vdPzw8XLVq1VKfPn1yfF5CQoJ5O336tI0iBAAAAAAAKNyc7HnzF198Uf3798+yTpUqVeTr66vz589blN+8eVOXLl2Sr69vpuf5+voqJSVF8fHxFqOvzp07Zz7nhx9+0P79+7Vy5UpJkmEYkqQyZcpo/PjxmjJlSqbXdnV1laura3aaCAAAAAAAgPtg1+SVl5eXvLy87lovODhY8fHx2rVrlxo1aiTpVuIpPT1dTZs2zfScRo0aydnZWRs2bNDjjz8uSTp8+LBiY2MVHBwsSfr88891/fp18zk7d+7U008/rZ9//llVq1a93+YBAAAAAADgPtk1eZVdtWrVUvv27TVo0CAtWLBAqampGjp0qJ566imVLVtWkvTXX3+pTZs2WrZsmZo0aSJPT08NHDhQo0ePVqlSpeTh4aFhw4YpODhYDz74oCRlSFBduHDBfL9/z5UFAAAAAACA3JcvJmyXpOXLl6tmzZpq06aNOnbsqObNm+v99983H09NTdXhw4d17do1c9nbb7+tRx99VI8//rj+85//yNfXV6tWrbJH+AAAAABySWRkpIKCguTh4SEPDw8FBwfr22+/vWP9JUuWZJh7183NzaKOYRiaNGmS/Pz8VKRIEYWEhOiPP/6wdVMAAMonI68kqVSpUlqxYsUdj1eqVMk8Z9Vtbm5umjdvnubNm5ete7Rq1SrDNQAAAADkL+XLl9f06dMVEBAgwzC0dOlSdenSRXv27FGdOnUyPcfDw0OHDx8275tMJovjb7zxht555x0tXbpUlStX1sSJE9WuXTsdOnQoQ6ILAGBd+SZ5BQAAAADZERoaarE/depURUZGatu2bXdMXplMpjsuBmUYhmbPnq0JEyaoS5cukqRly5bJx8dHq1ev1lNPPWXdBgAALOSb1wYBAAAAIKfS0tIUFRWlpKQk88JNmbl69aoqVqwof39/denSRQcPHjQfO3HihOLi4hQSEmIu8/T0VNOmTbV161abxg8AYOQVAAAAgAJo//79Cg4O1o0bN1SsWDF98cUXql27dqZ1a9SooUWLFikoKEgJCQl666231KxZMx08eFDly5dXXFycJMnHx8fiPB8fH/OxzCQnJys5Odm8n5iYaIWWAUDhw8grAAAAAAVOjRo1tHfvXm3fvl3PP/+8+vXrp0OHDmVaNzg4WGFhYapfv75atmypVatWycvLS++99959xRARESFPT0/z5u/vf1/XA4DCiuQVAAAAgALHxcVF1apVU6NGjRQREaF69eppzpw52TrX2dlZDRo00NGjRyXJPBfWuXPnLOqdO3fujvNkSVJ4eLgSEhLM2+nTp++xNQBQuJG8AgAAAFDgpaenW7zCl5W0tDTt379ffn5+kqTKlSvL19dXGzZsMNdJTEzU9u3bs5xHy9XVVR4eHhYbACDnmPMKAAAAQIESHh6uDh06qEKFCrpy5YpWrFihmJgYrVu3TpIUFhamcuXKKSIiQpL06quv6sEHH1S1atUUHx+vN998U6dOndIzzzwj6dZKhCNHjtTrr7+ugIAAVa5cWRMnTlTZsmXVtWtXezUTAAoNklcAAAAACpTz588rLCxMZ8+elaenp4KCgrRu3Tq1bdtWkhQbGysHh/97CeXy5csaNGiQ4uLiVLJkSTVq1EhbtmyxmOD9v//9r5KSkjR48GDFx8erefPmWrt2rdzc3HK9fQBQ2JgMwzDsHUR+l5iYKE9PTyUkJDAUGECBxvMu+/isABQWPO+yj88KQGFh7ecdc14BAAAAAAAgzyJ5BQAAAAAAgDyL5BUAAAAAAADyLJJXAAAAAAAAyLNIXgEAAAAAACDPInkFAAAAAACAPIvkFQAAAAAAAPIsklcAAAAAAADIs0heAQAAAAAAIM8ieQUAAAAAAIA8i+QVAAAAAAAA8iySVwAAAAAAAMizSF4BAAAAAAAgzyJ5BQAAAAAAgDyL5BUAAAAAAADyLJJXAAAAAAAAyLNIXgEAAAAAACDPInkFAAAAAACAPIvkFQAAAAAAAPIsklcAAAAAAADIs0heAQAAAAAAIM8ieQUAAAAAAIA8i+QVAAAAAAAA8iySVwAAAAAAAMizSF4BAAAAAAAgz3KydwAFgWEYkqTExEQ7RwIAtnX7OXf7uYc7o28AUFjQN2QffQOAwsLafQPJKyu4cuWKJMnf39/OkQBA7rhy5Yo8PT3tHUaeRt8AoLChb7g7+gYAhY21+gaTwVck9y09PV1nzpxR8eLFZTKZsn1eYmKi/P39dfr0aXl4eNgwQtuiHXkL7chbClo7YmNjZTKZVLZsWTk48OZ5VugbaEdeQjvyloLWDvqG7KNvoB15Ce3IWwpaO6zdNzDyygocHBxUvnz5ez7fw8MjX//lvI125C20I28pKO3w9PQsEO3IDfQNt9COvIV25C0FpR30DdlH33AL7chbaEfeUlDaYe2+ga9GAAAAAAAAkGeRvAIAAAAAAECeRfLKjlxdXTV58mS5urraO5T7QjvyFtqRt9AO5FRB+axpR95CO/IW2oGcKiifNe3IW2hH3kI7ssaE7QAAAAAAAMizGHkFAAAAAACAPIvkFQAAAAAAAPIsklcAAAAAAADIs0he2di8efNUqVIlubm5qWnTptqxY0eW9aOjo1WzZk25ubmpbt26WrNmTS5FmrWctOODDz5QixYtVLJkSZUsWVIhISF3bXduyemfx21RUVEymUzq2rWrbQPMppy2Iz4+XkOGDJGfn59cXV1VvXr1PPF3K6ftmD17tmrUqKEiRYrI399fo0aN0o0bN3Ip2ox++uknhYaGqmzZsjKZTFq9evVdz4mJiVHDhg3l6uqqatWqacmSJTaP825y2o5Vq1apbdu28vLykoeHh4KDg7Vu3brcCbaAoG+gb7AF+oa80TdI9A/0D/eGvoG+wRboG+gbrM1ufYMBm4mKijJcXFyMRYsWGQcPHjQGDRpklChRwjh37lym9Tdv3mw4Ojoab7zxhnHo0CFjwoQJhrOzs7F///5cjtxSTtvRq1cvY968ecaePXuM3377zejfv7/h6elp/Pnnn7kcuaWctuO2EydOGOXKlTNatGhhdOnSJXeCzUJO25GcnGw0btzY6Nixo7Fp0ybjxIkTRkxMjLF3795cjtxSTtuxfPlyw9XV1Vi+fLlx4sQJY926dYafn58xatSoXI78/6xZs8YYP368sWrVKkOS8cUXX2RZ//jx40bRokWN0aNHG4cOHTLeffddw9HR0Vi7dm3uBHwHOW3HiBEjjBkzZhg7duwwjhw5YoSHhxvOzs7G7t27cyfgfI6+gb7BFugb8k7fYBj0D/QPOUffQN9gC/QN9A22YK++geSVDTVp0sQYMmSIeT8tLc0oW7asERERkWn9J5980ujUqZNFWdOmTY1nn33WpnHeTU7b8W83b940ihcvbixdutRWIWbLvbTj5s2bRrNmzYwPP/zQ6NevX57ohHLajsjISKNKlSpGSkpKboWYLTltx5AhQ4zWrVtblI0ePdp46KGHbBpndmXnwf3f//7XqFOnjkVZjx49jHbt2tkwspzJTjsyU7t2bWPKlCnWD6gAom+4hb7Buugb/k9e6hsMg/6B/iF76BtuoW+wLvqG/0PfYBu52Tfw2qCNpKSkaNeuXQoJCTGXOTg4KCQkRFu3bs30nK1bt1rUl6R27drdsX5uuJd2/Nu1a9eUmpqqUqVK2SrMu7rXdrz66qvy9vbWwIEDcyPMu7qXdnz11VcKDg7WkCFD5OPjo8DAQE2bNk1paWm5FXYG99KOZs2aadeuXeYhwsePH9eaNWvUsWPHXInZGvLiv3FrSE9P15UrV+z6bzy/oG/4P/QN1kPfkL/7Bilv/ju3BvqH7KFv+D/0DdZD30DfkFfda9/gZKN4Cr0LFy4oLS1NPj4+FuU+Pj76/fffMz0nLi4u0/pxcXE2i/Nu7qUd/zZ27FiVLVs2wz+83HQv7di0aZMWLlyovXv35kKE2XMv7Th+/Lh++OEH9e7dW2vWrNHRo0f1wgsvKDU1VZMnT86NsDO4l3b06tVLFy5cUPPmzWUYhm7evKnnnntO48aNy42QreJO/8YTExN1/fp1FSlSxE6R3Z+33npLV69e1ZNPPmnvUPI8+ob/Q99gPfQN+btvkOgfCjv6hv9D32A99A30DXnVvfYNjLyCTU2fPl1RUVH64osv5ObmZu9wsu3KlSvq27evPvjgA5UpU8be4dyX9PR0eXt76/3331ejRo3Uo0cPjR8/XgsWLLB3aDkSExOjadOmaf78+dq9e7dWrVqlb775Rq+99pq9QyvUVqxYoSlTpuizzz6Tt7e3vcNBPkHfYH/0DbA1+gfkFH2D/dE3wNbup29g5JWNlClTRo6Ojjp37pxF+blz5+Tr65vpOb6+vjmqnxvupR23vfXWW5o+fbq+//57BQUF2TLMu8ppO44dO6aTJ08qNDTUXJaeni5JcnJy0uHDh1W1alXbBp2Je/nz8PPzk7OzsxwdHc1ltWrVUlxcnFJSUuTi4mLTmDNzL+2YOHGi+vbtq2eeeUaSVLduXSUlJWnw4MEaP368HBzyfi7+Tv/GPTw88uU3J1FRUXrmmWcUHR1t129I8xP6BvoGW6BvyN99g0T/UNjRN9A32AJ9A31DXnO/fUP++FPLh1xcXNSoUSNt2LDBXJaenq4NGzYoODg403OCg4Mt6kvS+vXr71g/N9xLOyTpjTfe0Guvvaa1a9eqcePGuRFqlnLajpo1a2r//v3au3eveevcubMefvhh7d27V/7+/rkZvtm9/Hk89NBDOnr0qLkTlaQjR47Iz8/PLh2QdG/tuHbtWoaO5nbHemuuwLwvL/4bv1effPKJBgwYoE8++USdOnWydzj5Bn0DfYMt0Dfk775Bypv/zu8V/UPO0TfQN9gCfQN9Q15ilb4hx9PCI9uioqIMV1dXY8mSJcahQ4eMwYMHGyVKlDDi4uIMwzCMvn37Gi+//LK5/ubNmw0nJyfjrbfeMn777Tdj8uTJeWbJ25y0Y/r06YaLi4uxcuVK4+zZs+btypUr9mqCYRg5b8e/5ZVVQ3LajtjYWKN48eLG0KFDjcOHDxtff/214e3tbbz++uv2aoJhGDlvx+TJk43ixYsbn3zyiXH8+HHju+++M6pWrWo8+eST9mqCceXKFWPPnj3Gnj17DEnGrFmzjD179hinTp0yDMMwXn75ZaNv377m+reXu33ppZeM3377zZg3b16eWO42p+1Yvny54eTkZMybN8/i33h8fLy9mpCv0DfQN9gCfUPe6RsMg/6B/iHn6BvoG2yBvoG+wRbs1TeQvLKxd99916hQoYLh4uJiNGnSxNi2bZv5WMuWLY1+/fpZ1P/ss8+M6tWrGy4uLkadOnWMb775JpcjzlxO2lGxYkVDUoZt8uTJuR/4v+T0z+Of8konZBg5b8eWLVuMpk2bGq6urkaVKlWMqVOnGjdv3szlqDPKSTtSU1ONV155xahatarh5uZm+Pv7Gy+88IJx+fLl3A/8//vxxx8z/bt+O+5+/foZLVu2zHBO/fr1DRcXF6NKlSrG4sWLcz3uf8tpO1q2bJllfdwdfQN9gy3QN+SNvsEw6B/oH+4NfQN9gy3QN9A3WJu9+gaTYeSjcXMAAAAAAAAoVJjzCgAAAAAAAHkWySsAAAAAAADkWSSvAAAAAAAAkGeRvAIAAAAAAECeRfIKAAAAAAAAeRbJKwAAAAAAAORZJK8AAAAAAACQZ5G8AgAAAAAAQJ5F8grIRf3791fXrl3tdv++fftq2rRp2ar71FNPaebMmTaOCHfz008/KTQ0VGXLlpXJZNLq1atter9KlSrJZDJl2IYMGWLT+wKFHf0Dcor+ASj46BuQUwW5b3Cy+hWBQspkMmV5fPLkyZozZ44Mw8iliCz9+uuvWrNmjSIjI7NVf8KECfrPf/6jZ555Rp6enjaODneSlJSkevXq6emnn1a3bt1sfr+dO3cqLS3NvH/gwAG1bdtW3bt3t/m9gYKK/gG2QP8A5G/0DbCFgtw3mAx7/WsACpi4uDjzz59++qkmTZqkw4cPm8uKFSumYsWK2SM0SdIzzzwjJycnLViwINvnPPDAA+rfvz/fquYRJpNJX3zxhcU3cMnJyRo/frw++eQTxcfHKzAwUDNmzFCrVq2scs+RI0fq66+/1h9//HHX/8kCkDn6B9ga/QOQ/9A3wNYKWt/Aa4OAlfj6+po3T09PmUwmi7JixYplGPrbqlUrDRs2TCNHjlTJkiXl4+OjDz74QElJSRowYICKFy+uatWq6dtvv7W414EDB9ShQwcVK1ZMPj4+6tu3ry5cuHDH2NLS0rRy5UqFhoZalM+fP18BAQFyc3OTj4+PnnjiCYvjoaGhioqKuv8PBzYzdOhQbd26VVFRUdq3b5+6d++u9u3b648//rjva6ekpOjjjz/W008/zS8mwH2gf4A90D8AeRt9A+whP/cNJK8AO1u6dKnKlCmjHTt2aNiwYXr++efVvXt3NWvWTLt379Yjjzyivn376tq1a5Kk+Ph4tW7dWg0aNNAvv/yitWvX6ty5c3ryySfveI99+/YpISFBjRs3Npf98ssvGj58uF599VUdPnxYa9eu1X/+8x+L85o0aaIdO3YoOTnZNo3HfYmNjdXixYsVHR2tFi1aqGrVqhozZoyaN2+uxYsX3/f1V69erfj4ePXv3//+gwWQY/QPuFf0D0DBRd+Ae5Xv+wYDgNUtXrzY8PT0zFDer18/o0uXLub9li1bGs2bNzfv37x503B3dzf69u1rLjt79qwhydi6dathGIbx2muvGY888ojFdU+fPm1IMg4fPpxpPF988YXh6OhopKenm8s+//xzw8PDw0hMTLxjO3799VdDknHy5Mks24vcIcn44osvzPtff/21Iclwd3e32JycnIwnn3zSMAzD+O233wxJWW5jx47N9H6PPPKI8eijj+ZG04BCg/4BtkD/AORv9A2whYLWNzBhO2BnQUFB5p8dHR1VunRp1a1b11zm4+MjSTp//rykW5Mn/vjjj5m+A3/s2DFVr149Q/n169fl6upqMXyzbdu2qlixoqpUqaL27durffv2euyxx1S0aFFznSJFikiS+Zsb5C1Xr16Vo6Ojdu3aJUdHR4tjt/9+VKlSRb/99luW1yldunSGslOnTun777/XqlWrrBcwgByhf8C9on8ACi76Btyr/N43kLwC7MzZ2dli32QyWZTd7jTS09Ml3XrohIaGasaMGRmu5efnl+k9ypQpo2vXriklJUUuLi6SpOLFi2v37t2KiYnRd999p0mTJumVV17Rzp07VaJECUnSpUuXJEleXl7310jYRIMGDZSWlqbz58+rRYsWmdZxcXFRzZo1c3ztxYsXy9vbW506dbrfMAHcI/oH3Cv6B6Dgom/AvcrvfQPJKyCfadiwoT7//HNVqlRJTk7Z+ydcv359SdKhQ4fMP0uSk5OTQkJCFBISosmTJ6tEiRL64YcfzMuqHjhwQOXLl1eZMmWs3Qxk09WrV3X06FHz/okTJ7R3716VKlVK1atXV+/evRUWFqaZM2eqQYMG+vvvv7VhwwYFBQXdc+eRnp6uxYsXq1+/ftn+OwbA/ugfChf6BwDZQd9QuBTkvoEJ24F8ZsiQIbp06ZJ69uypnTt36tixY1q3bp0GDBigtLS0TM/x8vJSw4YNtWnTJnPZ119/rXfeeUd79+7VqVOntGzZMqWnp6tGjRrmOj///LMeeeQRm7cJd/bLL7+oQYMGatCggSRp9OjRatCggSZNmiTp1rccYWFhevHFF1WjRg117dpVO3fuVIUKFe75nt9//71iY2P19NNPW6UNAHIH/UPhQv8AIDvoGwqXgtw38JUJkM+ULVtWmzdv1tixY/XII48oOTlZFStWVPv27eXgcOd89DP/r507xE0oiKIAeiu+wLEJgmAFOBQrqWQR/DUg8N8QDCAJa8LzXSvqCGkRLbyUc/QkM6NucvNm3t/TdV0Wi0WSZDgcZrfbZblcpu/7jEajbDabTCaTJEnf9zkcDjkejw+5F7fNZrN8/bd4W9M0ads2bdv+2p7z+fzbPYGa5MNrkQ/APWTDa/nP2fD2IYHgJVwul4zH42y320yn0x/Xr9fr7Pf7nE6nB5wOgGeRDwBckw1U49kgvIjBYJCu63I+n+9a3zRNVqvVH58KgGeTDwBckw1UY/IKAAAAgLJMXgEAAABQlvIKAAAAgLKUVwAAAACUpbwCAAAAoCzlFQAAAABlKa8AAAAAKEt5BQAAAEBZyisAAAAAylJeAQAAAFCW8goAAACAsj4ByJ71l3cO33YAAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ "
" ] @@ -414,7 +414,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -455,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -464,13 +464,13 @@ "Text(0, 0.5, 'Population')" ] }, - "execution_count": 13, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -490,7 +490,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -521,7 +521,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -535,9 +535,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.10" + "version": "3.10.9" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 }