{
"cells": [
{
"cell_type": "markdown",
"id": "51b2f3b7",
"metadata": {},
"source": [
"# 4. Transit light curves\n",
"\n",
"`obs.light_curves()` turns a simulated spectrum into the time domain: one\n",
"white-light curve, or several split by wavelength band so you can watch the\n",
"transit depth change with colour.\n",
"\n",
"The shape is a quadratically limb-darkened transit computed by numpy-only\n",
"numerical disk integration. The geometry comes from the frozen NASA Exoplanet\n",
"Archive registry, with z(t) the exact sky-projected separation of the Keplerian\n",
"orbit, and the limb-darkening coefficients from per-planet exotic-ld tables.\n",
"Planets with no registry entry or no LD table fall back to a b = 0 trapezoid, and\n",
"`meta[\"shape\"]` records which model was used."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "560a2963",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:23.563060Z",
"iopub.status.busy": "2026-10-12T13:30:23.562775Z",
"iopub.status.idle": "2026-10-12T13:30:24.192122Z",
"shell.execute_reply": "2026-10-12T13:30:24.191846Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"lazuli_exo (dev)\n"
]
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"try:\n",
" plt.style.use(\"gks\")\n",
"except OSError:\n",
" pass\n",
"\n",
"import lazuli_exo\n",
"\n",
"print(\"lazuli_exo\", lazuli_exo.__version__ if hasattr(lazuli_exo, \"__version__\") else \"(dev)\")"
]
},
{
"cell_type": "markdown",
"id": "6441e9c9",
"metadata": {},
"source": [
"## The white-light curve\n",
"\n",
"With `n_groups=1` every spectral bin is combined into a single light curve. The\n",
"observation window is ±t14 around mid-transit (the equal\n",
"out-of-transit baseline the noise tables assume), sampled at the instrument's\n",
"native integration time. `lc.plot()` draws the noisy realization over the model."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "ba8d4d3e",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:24.193906Z",
"iopub.status.busy": "2026-10-12T13:30:24.193755Z",
"iopub.status.idle": "2026-10-12T13:30:24.451548Z",
"shell.execute_reply": "2026-10-12T13:30:24.451258Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"labels: ['white light']\n",
"time_hr: 419 samples, -2.79 to +2.79 h\n",
"cadence: 48.11 s\n",
"t14: 10091.5 s (2.80 h)\n",
"depth: 2.1316 %\n",
"sigma/point: 90.9 ppm\n",
"\n",
"meta: {'planet': 'WASP-39 b', 'scenario': 'clear', 'n_transits': 1, 'shape': 'quadratic-ld', 'b': 0.532570994641176, 'a_over_rs': 11.39, 't14_geom_s': 9960.196814117857, 'time_stretch': 0.9869867784157249}\n"
]
}
],
"source": [
"PLANET = \"WASP-39 b\"\n",
"\n",
"obs = lazuli_exo.observe(PLANET, scenario=\"clear\", n_transits=1, R=100)\n",
"lc = obs.light_curves(n_groups=1, seed=0)\n",
"\n",
"print(f\"labels: {lc.labels}\")\n",
"print(f\"time_hr: {lc.time_hr.size} samples, \"\n",
" f\"{lc.time_hr[0]:+.2f} to {lc.time_hr[-1]:+.2f} h\")\n",
"print(f\"cadence: {lc.cadence_s:.2f} s\")\n",
"print(f\"t14: {lc.t14_s:.1f} s ({lc.t14_s / 3600:.2f} h)\")\n",
"print(f\"depth: {lc.depth[0] * 100:.4f} %\")\n",
"print(f\"sigma/point: {lc.sigma_point[0] * 1e6:.1f} ppm\")\n",
"print(f\"\\nmeta: {lc.meta}\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "85fad447",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:24.453172Z",
"iopub.status.busy": "2026-10-12T13:30:24.453026Z",
"iopub.status.idle": "2026-10-12T13:30:24.580258Z",
"shell.execute_reply": "2026-10-12T13:30:24.579960Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"lc.plot()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "b570f1cc",
"metadata": {},
"source": [
"## Wavelength-banded light curves\n",
"\n",
"`n_groups > 1` splits the spectrum into contiguous bands of equal bin count. The\n",
"geometry is shared, and each band gets its own depth and its own limb darkening,\n",
"so the curves are not scaled copies of one another. `lcb.plot()` stacks them with\n",
"an offset; pass `offset=` to change the spacing."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "c7bf16bd",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:24.581939Z",
"iopub.status.busy": "2026-10-12T13:30:24.581802Z",
"iopub.status.idle": "2026-10-12T13:30:24.654595Z",
"shell.execute_reply": "2026-10-12T13:30:24.654304Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"band depth (%) u1 u2 sigma/pt (ppm)\n",
"0.40-0.53 um 2.1176 0.782 0.056 365.7\n",
"0.54-0.71 um 2.1639 0.536 0.162 246.8\n",
"0.72-0.95 um 2.1162 0.385 0.179 199.0\n",
"0.96-1.26 um 2.0950 0.292 0.195 164.4\n",
"1.28-1.68 um 2.1696 0.176 0.272 169.6\n"
]
}
],
"source": [
"lcb = obs.light_curves(n_groups=5, seed=0)\n",
"\n",
"print(f\"{'band':18s}{'depth (%)':>11s}{'u1':>8s}{'u2':>8s}\"\n",
" f\"{'sigma/pt (ppm)':>16s}\")\n",
"for i, lab in enumerate(lcb.labels):\n",
" print(f\"{lab:18s}{lcb.depth[i] * 100:11.4f}\"\n",
" f\"{lcb.u1[i]:8.3f}{lcb.u2[i]:8.3f}\"\n",
" f\"{lcb.sigma_point[i] * 1e6:16.1f}\")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "e931adcb",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:24.656116Z",
"iopub.status.busy": "2026-10-12T13:30:24.655989Z",
"iopub.status.idle": "2026-10-12T13:30:24.750507Z",
"shell.execute_reply": "2026-10-12T13:30:24.750221Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"lcb.plot()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "74607210",
"metadata": {},
"source": [
"## Validating `transit_flux`\n",
"\n",
"The occultation model is `lazuli_exo.lightcurve.transit_flux(z, k, u1, u2)`:\n",
"normalized flux for an opaque disk of radius ratio `k` at projected separations\n",
"`z` in stellar radii. With `u1 = u2 = 0` it must reduce to the analytic\n",
"uniform-disk overlap, a closed-form expression, so the check is worth running\n",
"rather than assuming."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "37bb2203",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:24.752209Z",
"iopub.status.busy": "2026-10-12T13:30:24.752085Z",
"iopub.status.idle": "2026-10-12T13:30:24.778811Z",
"shell.execute_reply": "2026-10-12T13:30:24.778509Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"k = 0.15, 601 separations\n",
"max |numeric - analytic|: 3.005e-07\n",
"in ppm of the depth: 13.35 ppm\n",
"\n",
"OK: the uniform-disk limit is recovered.\n"
]
}
],
"source": [
"from lazuli_exo.lightcurve import transit_flux\n",
"\n",
"\n",
"def uniform_disk_flux(z, k):\n",
" \"\"\"Analytic uniform-source occultation (Mandel & Agol 2002, lambda_e).\"\"\"\n",
" z = np.abs(np.asarray(z, float))\n",
" out = np.ones_like(z)\n",
"\n",
" full = z <= 1.0 - k # planet fully on the disk\n",
" out[full] = 1.0 - k ** 2\n",
"\n",
" part = (np.abs(1.0 - k) < z) & (z <= 1.0 + k) # partial overlap\n",
" zp = z[part]\n",
" k0 = np.arccos((k ** 2 + zp ** 2 - 1.0) / (2.0 * k * zp))\n",
" k1 = np.arccos((1.0 - k ** 2 + zp ** 2) / (2.0 * zp))\n",
" area = (k ** 2 * k0 + k1\n",
" - np.sqrt(4.0 * zp ** 2 - (1.0 + zp ** 2 - k ** 2) ** 2) / 2.0)\n",
" out[part] = 1.0 - area / np.pi\n",
" return out\n",
"\n",
"\n",
"z = np.linspace(0.0, 1.4, 601)\n",
"k = 0.15\n",
"\n",
"numeric = transit_flux(z, k, 0.0, 0.0)\n",
"analytic = uniform_disk_flux(z, k)\n",
"err = np.abs(numeric - analytic)\n",
"\n",
"print(f\"k = {k}, {z.size} separations\")\n",
"print(f\"max |numeric - analytic|: {err.max():.3e}\")\n",
"print(f\"in ppm of the depth: {err.max() / k ** 2 * 1e6:.2f} ppm\")\n",
"\n",
"assert err.max() < 1e-5, \"uniform-disk limit must be recovered\"\n",
"print(\"\\nOK: the uniform-disk limit is recovered.\")"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "504d6b93",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:24.780403Z",
"iopub.status.busy": "2026-10-12T13:30:24.780265Z",
"iopub.status.idle": "2026-10-12T13:30:24.945162Z",
"shell.execute_reply": "2026-10-12T13:30:24.944755Z"
}
},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAABIwAAAMvCAYAAACweUthAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjksIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvJkbTWQAAAAlwSFlzAAAXEgAAFxIBZ5/SUgABAABJREFUeJzs3Qd4FOXWwPGTXgghIYRUIKH33kFBRSwoItZrxYpdbNhF8dpFsXe91mvFehUboCBC6L0GAulASCC97XzPeXH3S0ICIVnYTfL/Pc+wO2Vn352ZLJmT857Xw7IsSwAAAAAAAIB/eNqfAAAAAAAAAASMAAAAAAAAcBAyjAAAAAAAAFAJASMAAAAAAABUQsAIAAAAAAAAlRAwAgAAAAAAQCUEjAAAAAAAAFAJASMAAAAAAABUQsAIAAAAAAAAlRAwAgAAAAAAQCUEjAAAAAAAAFAJASMAAAAAAABUQsAIAAAAAAAAlRAwAgAAbqm4uFi+//57+eSTT47q+5SVlUlRUZE0RPn5+U7dX2pqqrz00kuyceNGp+63MbIsy+nHvzFYuXJlvV5vs9nku+++k5ycHKe1CQBQNwSMAACN2rPPPitxcXHi4eFRafL19ZWBAwfK/v37K22flJQkXbp0ES8vr0rb9+jRw6yrj08//VRatGghN9100yG30yDJhAkTpGvXrtKsWTMZMmSI/Prrr9JULFy4UM444wxp2bKljB8/Xn755ZeDbtQnTpwoYWFhMnfu3Dq9x+7du+Wjjz6Sf/3rXxIeHi6LFi2ShqC0tFT+/PNPeeCBB6RXr17VXkt//PGHtGrVSs466yxzrGrjmWeekb59+0psbKzccsstkpGRIUfTrbfeKsHBwfLxxx9LQ7Jv3z756quv5Morr5SoqCj54osvpKFZs2aNXHjhheb7pXfv3mZ6/vnnpby8vN4/t6NHjzbfXbWxfv168fT0POi7Wb97n3rqKQkJCalXewAATmABANAEPPfcc3rnbKbw8HArNTX1kNuvWLHC8vHxMdOiRYuc0oZx48aZ92/WrFmN27z99ttWq1atrD179ljl5eXWBRdcYF4TFhZmNRX6uXNycqw+ffqYz3755ZdXWr97927HubzxxhuPeP9lZWXWww8/bJ166qmO/cydO9dqCN58803rlltuMddldcdG6TGxfy49VrU9JvPmzTtmx0N/BvR99GeiIZkxY4bjZ1Kn9957z2pIvvvuO8vPz8+6+OKLrcLCQrNMz7Wej1NOOcUqKSk54n2uWrXKOuOMMxzHpF27drV63VVXXeV4TdXpv//97xG3AwDgfN7OCDoBAODuxowZ43h+3HHHSXR09CG312yLwYMHm792a4aPM2g2yM6dO+WSSy6pdv3evXvltttuk5NPPtlkz6gPPvjAtLVt27bSVGjWgWZiaebDqlWrDlqv2TM33nij/P3333L11Vcf8f71nE6bNk2ys7NNFlNDcs0115jHxMRE+d///lftNldccYXJ9jj++OPNsartMdGfC2fSrkWauTV8+PCD1t13330m406zmRqS22+/3WRtzZ4922QbNSQbNmyQiy++2Fzzb7/9tvj7+5vlmhX0yCOPyJ133ilTp0412UZH0oVx06ZNJlPs0ksvNV3JamPXrl3y2Wefmes0NDS00jo/Pz+Jj48/wk8HADgaCBgBAJqE5s2bV/v8ULR7jgYvnOXUU081U01mzZolubm5ldqnXeeee+45aYoOdexffvnleu+/6o1qQ3KoQNCAAQNk+fLlR7xPZ17r6sknn5SSkpIaA0Y6NUTabUq7SzW0gJEGg/T7RbsD2oNFdtdee605H/pzdcMNN0inTp1qtc+YmBg577zzHEH22gaMXnnlFdPddNiwYXX4JACAY4UaRgAA1EBvqjRgc6xoTQ+gMdA6SprFBfewdetWR0baaaeddtB6DVKPHDnSFICvazBWA2m1oQXmX3vtNZM1qZlyAAD3RcAIAAA3UbUAN9AQLVmyRM4++2wTfIB70KL52pVOgzp9+vSpdpv+/fubx6+//vqotuXDDz80Rec1A61jx46m+5l2h6vvoAIAAOcjYAQAwBHSuh2aPdGvXz8zn5ycbGqDaBcn7Sp01113VTviUGFhoXz55Zdy7rnnVlqu8zpi2zfffGPmf/jhBzOv04gRIw7az08//WS6c+i6zp07m65zl19+ualRUpXeJP7222/mPX7++WczVPU555wjQUFBZqQxbafWAtIaJtp1SOvfaDcirWOiN5YBAQFmNKiHH37YMeKW3nzqKGZaZ0n3c9lll9VreHF9rY76pSPR6THVz/3WW28d8jVaC0pH9tKpqj179phuNdo1S/epWWJ6o1zb0Zu0PpLWULKP2qQj1VU9Z1XNmTPHHIuKoz1169at0jb33HOPeHt7m3V6nVQciUyvKb1pHjRokGl369at5ZRTTjHn5khpoEavEb0m0tLSqt1m9erV5jNpG/U8n3nmmWbZofz+++9m5DW97rTLkmaIaF2uisOf68+C1uHS0dzUm2++6biWK9aj0ho2r776qtx9993Vvpe+XtefcMIJJvNFr3Ed1UuPodb6qiovL8+8l14/+nOgWSz333+/eZ2eP73WNUhxND3++ONmxD37+dcMxaFDh4o7WLx4sXnU60qPR3V0NEn7OTyao+RV/dnWQNGMGTPMz+p777131N4XAFAHR6GQNgAAbmf79u2OEXiqG1mqOrpd1W1vvvlmKzAw0DFymY4Q1Lp1ays6OtqxXCcdlc0uMTHRuuKKK6zmzZs71tf0fodqn44edvXVV1uhoaHWggULHMt/+eUXs8zX19f65JNPHMvfeusta+DAgY73nDVrljVy5EirZcuWjmU6Atz7779vxcXFmfmTTz7ZGj9+vPXoo4+adV9//bXZt6574YUXrJtuusmaPn26tWTJEuvnn3+2evbsadbdcMMNVl1kZmZa3bt3t4YPH26lp6ebZXl5edaFF15o+fv7H3Q8PvvsM+uEE06wPDw8qj1WOsqTtun888+3iouLzbLk5GRzHM4666yD3r+mUcEeeOABc151FKyioqJafZadO3eaa0L3169fv2q3efLJJ83x37Vrl2PZ6tWrzTEeMGCAtX//frNs06ZNVkhIiBnRatmyZbW6VnRENB0hTUcBtH8uve6r0utAr5XHHnvMjI5mHxWwU6dONR4PvR50+eOPP+5Y9vTTT5tlQ4YMcezHbtSoUWbdtGnTKi3/7bffzIhaXl5eZr1uV5V+Dt1n//79zblTun/9mdLzrj9reszs3njjDatNmzaOtv/111/W4MGDzTG1nw+d9Lp2Fh0JrLpR0nSUw6CgIOv55593nEt3cNxxx5n29u7du8Ztvvzyy3qNkqfnujajpNlsNisrK8v6+++/zXVV8dzp9PHHHx/xewMAjg4CRgCAJsFZASP70Oa6Hw0Q6Y3Y/PnzzXIdploDLrquffv2ju1LS0vNTZLe8NYnYKRDwev6l1566aB1GrzRdTrcugZ67DT4Yg+8DBs2zPrjjz/MsiuvvNI655xzTBBK3X777WYbDTYkJSVV2veDDz7oaPe3335bad3vv/9ulmswTD/nkdBjcvzxx5vgRWpqaqV1eixjY2MPOh4aBNI2a0CmumP166+/muU//PBDpeVr1qyxJkyYcFAbqrtB/vDDD82xqtqm2njqqafM/jRooMe5Kg043n///ZWWaXBMXzN58uRKy6+99lqzXIcfr821okEVnTQgVFPAaN26dSYIVd1w9nrMqjseubm55rrS5XqTb6fnISAgwCy3/wwcLmBkD+Jp8K66gJFeE/aAYMWgkN29995rXte2bVsrOzvbsXzz5s2Otuu18e677zqubfv1q/usem07M2Ck117fvn2t9evXH9G+NBDboUOHOk/6+sPp1auXae/QoUNr3ObHH390HMOvvvrKOloBo6r0e+ORRx6xvL29zev1+kxLSzvi9wcAOB9d0gAAOELt27c3jwUFBfLFF1+YLjNKu6BodzS1fft2KS4uNs/t3ZB0mPi60u40Tz31lBnJ6sorrzxo/dixY2XUqFGmK0/Fbj7a/US7ySgdkUiHWtdl77zzjukeZx8Zyz4yW/fu3aVdu3aV9m3veqe0K1x163T0pSMtYKvDav/555+m3k10dHSldXosqxtBSbuXaZu1+0p17N2jFixYUGl5z549TXevw9G6Kp9//rnpxle1TbUxefJk0zVNu0jpfirSc6PXi45IVZG9i5B2/6tIuwLauwjVhpeXl5kOdZ3psPB6XWpXsqq0+1d19NrVtumjDnlup+dBuzgdSRvtReR79epV7XotzDx37lwZMmRItdvoSF56vLRL4syZMw/6mVR6/WvXSvu1fe+995qfQY0P6hDwR6suj3br1O6aVbsiHo52sdOfnbpO1XXRq0q/q9ShivhXPLf27Y8FPTcPPfSQ+T7Qa0yvTx1FDQDgegSMAAA4QnpTbhcREVFtHRC9Oc3MzKzxdUfq+++/NzWQNIgQGBhY7TZam0hpEKZivRb7jfOR3sja6RDitVmXlZVVp1omxx13XLXra/qchzqWGmjQm2INrmnwp2ItqUMN467bad2jdevWyaxZsw753oeitY8uvfRS81xr6lQ9hxpg09o/FemoVPPmzatUj0nrOm3ZssU815pSR6KmY6NBll9++aXGY17TZ9YAjdY30qli8FDbZ69d5aw22oNsHTp0qHa9BuO0tpPSgGdtfiY12GUPbB2N2jxau+iDDz6Q2bNnm9pUR8peH6yuk77+cOzBSHttqepUXFc1eHksaJ0prbulEhISjvn7AwAORsAIANAk1HbI56qONMjj4+PjeG6z2cRZ1q5de9jgTd++fc2j3kSuX7/+mBy7iuuOJGigAZqFCxea51qY2FnatGljAkV6DDSzRIst2wv+Hsott9xihvrW4IhmPNSHBp7UokWLHOdNvfvuuwdlF9mzqTQ7TN9Xhz+/4447ZOrUqY4MNXux8frSrCvdl15DNRU+rolmnWmWlr5eA1+awaMZIfafD2e18Uiu840bN9b6Z8z+c+nMn0mlQT4trq1ByroGGY8FeyBLg841qbhOC9q7gj17MiUlxSXvDwCojIARAKBJsHe5OpKbWx1tyhV/aa+OdvlS+/fvr3GbitkN9Rm1zBl05DQd1arqdNJJJzmykXQkK+XsG20dpeuNN94w+125cqXp2qZdsA7Vzeb88883N/36Os0WqQ8NrNgzeOxZVOnp6SZDR0eXq46u12OmXcY0eKVdcnQ/zmS/Ca/r8dbsJO3Wp4EazZ7Ske002OWq61yDjvZryFXGjRsnLVu2lB9//FEeffRRcVc6fL19dLqaVFynP6uuYO+GWLF7HADAdQgYAQCaBM1YsGdD1PYmU//irjeD7iA0NNQ86jDp9syTqipmxrgqQ6Bi9yetF1N1stc5qpjpcaRd2WpDM3nWrFkjEyZMMAFCDcCMHj26xkCaDmX/3HPPmefXXXfdYYeYr22Wkda20etNg1DaVa267CVtp3b10oDON998c1ANKWexH/Ps7Owjzgh6+umnTVcwDbxpna6KmXRH4zrftm1bjdvYj6EGc12d1aPdC99//32Taac1jH7++WdxR0OHDjWP2k22pu+/HTt2OD5TZGSkuII9QF+X+mEAAOcjYAQAaBK0jo+9/kpt65hoIV9X/aW9uoCGPati2bJl1W5jr1ukmTL1KbDtDFqTp7p6K0lJSY6Alj2LYMWKFUelDVoI+euvvzaFiDUQsWTJEtMtrCY33nijyTTSQKHWg9q3b1+d31tfr7V0NDijha41qHDNNdcctJ0ek3/961/mRn7KlCmOelNHQ0xMjHnUz6dZQrWlXfruueceEzydNGmSHIvrfNWqVTUGRu3XuXY3dAeaNaZBNA3IXXzxxSZYeiRefPFFkwFU10lffzga7NNrS78/NEBZneXLl5vH008/XVxl8+bN5nHMmDEuawMA4P8RMAIANBlnnnmm42b0cFlG2j1Db6pdefNUkbbDXtdFa8dUZ+nSpebx3HPPdZuudDXRDBX76HJavLhicer6+PTTT2XOnDmVlunNpxYmVoer7fT2229Lp06dTC0hLcBb19o8+vmuvvpq81yDLVpbyV4QvSJtjxbarq5uj71ourOOjdZJsgek9DjVlp4fPQ5a0LsiDZDs2bOn2jbaM5AOVWS5OhpwUTrKnHbzOtR1bi8u7g4ee+wxcz1rtpz+/NUU7HLVKGlaJ0xHUlTVZUFpd00tlq+qq7N1rGhGnv4c2K8DAIBrETACADQZWhtG659o5sgTTzxR43Z6I6zbatHk6orvHuoGvuKNYtVgQ8UgVXU3lPYaO9XV2tEaTPYaKRrUqFoUVt/rvffek+Dg4INqqdhv2g9V8NbetuoCJBVv+qt26ar4mY60oLDW67F3P7J3B6v4eezZBtXdENvft7rj+Oqrrx60zD5yVsXh17VGVXXHWTOCtDbPt99+K9OnT5e6mjx5sukGqd0Ia7oJr9gGrZ9kn9cRt7777jvzXIMCeg4qZsbZz2V1AZmarjPtamQfSU+HpLd3D7SrmHVU8Zjb27R9+3Yz7L39Gr3zzjsd53zDhg3muT37xz4qWWpqarVtqen8adDF3kY99lV/1rTW008//WSyBe0jatUmqFZTAXHtYqfBPD1X1V0PNam6rXaT0yCcfr9oJtv111/vVqOkKf3O03bq90fVAvX63aHn9MILL6w0Ep7SrDINFh4qO0/l5OQcNkj4/PPPm5pi06ZNOyhorxlOOmKg/vzarx8AgItZAAA0IcuWLbNat26td43WrbfeamVmZlZav2LFCuv000+3br/9dstms1W7j7ffftu8Xqddu3ZVWvfdd9851s2fP7/SugcffNCxbvbs2ZXW5eXlWe3atTPrYmNjrZycnGrf+7bbbjPbDBo0yEpJSTHLSkpKzGdp3ry59fvvv1fafvXq1ZaXl5d5zZlnnmm2raq0tNQ6/vjjzTbR0dFWQUFBpfXPP/+8o91ff/11pXX6OezrnnnmGetI3XHHHea1Hh4e5jMsWrTIfIYJEyZY3bt3N+t8fX2tSy65xJo3b555TVFRkdWpUyezTh9zc3Md+/vvf/9rlj/66KPmc6m9e/daI0aMsDp27Gjt27fPse3PP//saPsTTzxRqV3Tp093rJs6dao5P3Vx1llnWREREdUed/tniYmJcbxXSEiI2X7UqFHWRx995FgeHh5uTZo0ybxm9+7djtd069bN7KOid955x/G6119/vdI6vV67du1q1kVFRVnvvvuutXz5cvNegwcPNu+v6zp06GDdcsst5nj98MMPjv3pedLrMygoyHrppZes8ePHm+Wenp6mjfbr76233nJ8np9++sn6/PPPzTFV5eXl1ujRo836Fi1aHPQzqO+pn1/XX3XVVY7rcc+ePeY61c+8c+fOSq/ZunWro436XhXp+ff29nZcF3Z6HO2v0emNN96o1Tldt26dY3+TJ0+utO6DDz5w7O+yyy6zsrKyLHei14Z+H1x++eVWYWGhWfbXX39ZwcHB1pAhQw5qb8Vj1KtXrxr3m5aWZsXFxTmukQULFlS73amnnurYX+fOna0ff/zRnP+PP/7YfP/pIwDAfRAwAgA0OXoD+dhjj5kgQqtWrawuXbpYI0eONDej1157rbV06dIaX/v4449bkZGRjpsevcl+7733zLoXXnih0s2/3tjqDbneBNlvpuyT3mDbb8D0JkqDPRXXBwQEWD169DA3wlXpDfgpp5xiAl8DBgwwbbj55psdASS7iRMnmpu3ivsNDQ01gQC7WbNmmRv9itvoTb7eWOsNuh6bivvQdvft29e89vzzzzfzFYMJ7du3NzePR+KTTz6xhg0bZjVr1sxMGkzQYM5TTz1lnXbaaSYwsW3bNsd7apChYnv12NkDAfaAkX25Bp00wKE3yPbARHFxsQmWVNyHtl231YDHZ599dtAx0QBJbQMKFf32228HBaOqWrJkiTV06FBzzjVQo9emBpi0nSeddJIVGBhoXXzxxdb+/futG264wWxX9Xzddddd1ty5c00Areo512UVA5vZ2dlm+/j4eMvHx8cci6uvvtpKTU01PxP6XK+LioE4DQa2adPGnB8N5ujnUgsXLjQ/Dxpo1ECqnQaxLr30UnPc9H1mzJhhArAa8Kx6bPXzVA28aLDvlVdesQYOHGjap8dn+PDh1pNPPnlQQPPLL7+0+vfv79if/gw+9NBDZh8akNBASMXr/7777rPKyspM4Orkk092BFT12B5OxfexTxqI/PDDD02AWK+1iuv8/f1NoNidaFD27LPPNtd7v379rN69e5uftarH1U5/5vQ8vvzyywet02tEAz8a1K16XPQ77/3336+0vQb6LrroInNO9drTQJV+h91///0HfX8BAFzPQ/9xdZYTAAAA4CozZswwXeq0eDUAADiAGkYAAABosvRvpzqSHoWWAQCojIARAAAAmiTNKrr11ltl4sSJEh0d7ermAADgVuiSBgAAgCbpP//5j/j5+cm//vUvVzcFAAC3Q8AIAAAAAAAAldAlDQAAAAAAAJUQMAIAAAAAAEAlBIwAAAAAAABQCQEjAAAAAAAAVELACAAAAAAAAJUQMAIAAAAAAEAl3pVn4S4iIyMlPz9f2rZt6+qmAAAAAACABmbnzp3SrFkzycjIqNPryTByUxosKi0tPeLX2Ww22b17t3l0pcTERNm6dau4mrscD3dohzu0QXFtuOd5cZd2cH2453lxl3ZwfbjneXGXdnB9uOd5cZd2cH2453lxl3ZwfbjneXGXdiQ24HtbjSlobKGuPCzLsur8ahw1PXr0MBfCTz/95FgWEhJipkNJSkqS+Ph42b59u8TFxbm8/Rs2bBBXcpfj4Q7tcIc2KK4N9zwv7tIOrg/3PC/u0g6uD/c8L+7SDq4P9zwv7tIOrg/3PC/u0g6uD/c8L+7Sjh4N7N42JyfHTGrs2LHi5eVV57aTYeTGsrKyzAVhn2bOnOnqJgEAAAAAADelcQN7DGHLli0mrlBX1DByY2FhYZKQkOCYP1x2EQAAAAAAaLqmTJkikyZNqpRhVFcEjNyYp6fnEafeaVBp2rRpBJfc7Hi4QzvcoQ3uxF2OB+1wT5wX9zwe7sJdjgftcE+cF/c8Hu7CXY4H7XBPnBf3PB7uorbHo2IpGx8fn3q9JzWM3JT2k1Tr1q2Thshd+nnC/XBtgOsDfH+A/1/A7x9wJ/x+isZ6ffSoZ1yBGkYAAAAAAACohAwjN9XQM4zUvn37pEWLFq5uBtwQ1wa4PsD3B/j/Bfz+AXfC76dojNdHDzKMAAAAAAAA4Ex0SQMAAAAAAEAlBIwAAAAAAABQCQEjAAAAAAAANP6AUW5urjz00EOyfPlyVzcFAAAAAACgwfGWRqSkpERee+01+fe//y179uyRE088sdavzcjIkPvvv18CAgKkoKDAvP7pp5+Wrl27VtrOZrOZ9/jzzz8lIiJCNmzYIBdffLFMmjTpoH0uW7ZMHnvsMYmLi5MdO3ZIeHi42WdwcLBTPi8AAAAAAMDR0KgCRmvWrJELL7xQVqxYIe+//36tX5eeni5DhgyRyZMnm6CRevvtt2XYsGGSkJAgnTp1cmx77bXXmmWLFy82wSV9be/evWX37t1y1113ObabO3eunHrqqfLbb7/JcccdZ5ZdcsklJog1f/5881oAAAAAAAB31Ki6pA0YMMBk/WhGz5G44YYbZN++fXLHHXc4ll111VUSEhJiAkR23377rbzzzjtyzz33OAI+UVFR5vUaaNq6datZVlRUJBdddJGMGjXKESxSjz76qMk60iwjAAAAAAAAd9WoMozqYvv27SYQdOaZZ4q/v79juYeHh5x22mmm+9nKlSulb9++MnPmTLNOM4cqGjdunEyfPl1efvlls81nn31murhNnTq10nbx8fHSrVs3s50GmLy9m/zhBwAAANDE2GyWZOTlS3puvhSUlIo7yMvPl6C9ua5uBtxU3j/XR9/o1tLcz1eaiiYfsfjjjz/Esizp0aPHQQenV69e5vHHH380gZ6FCxeajKKWLVvWuJ0GjLQ7mqppn59//rnp1jZ8+PCjdFoBAAAAwL0UlpbKkpRMSUhJl7zifwJFlnVgqomHx4HJ2dsqz//vcFNcWCB+fv612lZstlrvt0lve7TOnQu2LSotEX8/f2nfsgUBo6Zk48aN5lEDQVXZl61bt85kImlR7eq20+5pLVq0kMTERCkuLq71Pg8XMNL9VRd0sr8eAAAAANyd/oF+edou+W3rDikqLhGvsjIR3wNZGgF5eXLaWx/W+NptvbvLyjGjzXOfomI587V3a9x2Z7fOsvS0Mea5Z3m5THjxzRq3Te0YL4vHn+aYv+D198WzhmBCZrs28tc5Zzrmz3z1HfGpITNqT0yU/HnB2Y750998X/wLCqvdNqd1K5lzyfmO+bHvfSJB+/ZXu21uaIj8esVFjvmTPvpcWuzZW+22BUHNZPa1lzvmR3/6tbTMyKx22xI/P/nhxqsc8yO/+l5aJ6dWu225l5d8e+tkx/yw72ZL1LYkqcmsKdc5AjCDfvxV2mw6UMKlOt/deLWU/ZO50/+XuRK37sA9dXX+N3mSFDcLNM97z10gHVeuqXHbn6+8WPJDWpjnPRYski5LVtS47W+Xni/7w1uZ510XL5PuCxPM84z4tjLn9APXlbuqKW6gMYUOHTrUeb9NPsMoOzvbHIjAwAMXXEXNmjUzj1lZWYfczr6t1kHS7Wq7z9p8seqobNXR93J3ubmkdKJxXRvJycnSpk0bVzej0Wuo1weODa4PcH2A74+GZX9xifywOUl27MuV6KRkGblgsaTGtZHlI4eY9Z7FxYd8fXl5uRQVF5nntpLab+upQalD0Pss+7aHU25V2daq/X4PldCiXfMqb1vzxjar8rY6XxNdU3nbmjOBLKmy38NkDVXcttxWfshti4uLxPonI8lWfuhti0qKpExstd5vkben45wfctuSYkeby8oPfU1ogohj2wrXT7nNJiXFJeb5/txcCfqnne6kpvN2qGuqNpp8wMjPz89Rs6gqz38ubj3Ih9ruSLatuN3hdOzYscFnEmnmVVOwZ88e+fnnn01XwxdeeMFp+9XR97SYu9bNevPNmv9C4kr6xTpw4ECTPafHoCodFfC///2vrF692hSG1+LyWky+oVwbaWlp5pz+73//k/z8fJNtaKef46effpLly5dLeHh4rfaXk5NjjpPu74MPPjiKLW/YGsr1Adfg+gDXB/j+aBi27c2RLzZsl7L9eXL8739I7OZEs7zN9p2y4YTjTDDB5uMr319/ZY37sHl7ib+Pz4EZX79Db+vlJf6+9m2tQ25reXmK/z9ZTmrWlReJn69frbadffWlNe/X01P8K9S4+e2Kf9UYYLI8PcT/n3tHNU+zjWq6T/SovO38CyeKh6122y48d/whthXT1couYcI48ThE0KjitsvPOEVWlNe8rZ+/nyPDaOWpY2T1IYI73v5+4v3PtmtPGi3rR///4FHVNEL8/9l24+gRsnnk0Bo31awl/3/uwbeOGCrbhgyq1bbbhgyUHQP6Os6/r2Uznz24eXNp0aK5uJsNGzYcUeZRbTX5gFFkZKQ5EIWFB6cJFhQUmEetWXSo7ezbaoAoNDTUbLtmzZrD7hONw9KlS+Xdd981BdLbtWvn1ICRBhc0YLF582ZxV9oNc9u2bbJ///5qUyDPOussSUpKMkXlTzjhBHnmmWcqjT7o7jQQduedd8orr7wirVodSFG127Rpk6Snp5uMv9oEjFJSUsx+nnvuORNoI2AEAAAaq8XJ6TJ783YJSc2QoT/8LAF5+WLz9JSt/XvLxqEDxcPLSzq0bCGtgwLFs4Y/yh9L+fkhjt4gwMHXR765PppSwWvV5ANGbdu2NQdCRzWryr6se/fu0rp1a3PDW912euOn3dB0FDTdpuI+q0b0Ku4TjYNm1+g0a9asegdefv31VznjjDMcyzp16mSycqoGKtxJ8+bNTUCr4iiDdho8CwoKkuDgYDP/22+/ObpsNhQaCNZgUHXn4IcffpC9e/eaQGFtxMbGyhNPPCHz5s2TRYsWHYXWAgAAuJb2pJi7LVn+3J4ibddvlH6/zhOvcpupwbPk9DGSE9FaekeGy4kd2khIwCGKTB9j+gdAMljB9VFZhRLnTZNmPOgN4fr16w9ap1lCasyYMeLt7S3HH3+8pKamHpRJsXbtWvPFqNupk046yTzWtE+9wR4y5ECfXTQe1QVMjsTdd99tspWqiouLM0EXdxYdHV1t1tzff//t6IZpLxCv2zYW+rNc22BRRfZuqwAAAI2J3hP9tHm7CRb55+ZJv1//MMGitA7xMvfic6W8baxc1r+7TOzZya2CRQCq1+QCRtq3T7MC7GJiYuT000+XuXPnmkyhimbPni29evWSYcOGmflrrrnGfAn+8ssvlbbTGib29WrChAkmG6FqPRctmKvBpcsvv1x8K/SBBd55551DdmWrWHTNXVXXxoaWTVRXDeH8AAAAHE1awPnrdVslIflAj4qi5kGy+IxTZNOgfrJo/KnSJjJcrh/SR9q3DOFEAA1Eo+yStmvXLvNYXQ0hzSjKzMw0QZ+TTz7ZLNMb9cGDB8vMmTNl6tSpZpnWFtEAz++//+547bnnnmvqsTz++OOm25BmlOh7vfTSS3LLLbeYbkn2LAqtZ3PRRReZDAt7wGnatGkmG+GRRx6RY+Xh3xaKq2iF+YpF0Y7Ew2OG16tr17PPPis7d+6UsLAwWbBggYwePVoeeughkymm6zUY+Omnn5r5f//733LzzTfLnDlzpEuXLvLhhx9W6jKoNYR0G80m0df+9ddfpqbNBRdccNgg0A033GACkVdeeaXJIOrcubMJOmpb9DrS60Szzf7zn/+Y12ibVq5caa5Nfe0ff/whH330kck80uUVrVixwtTC0c+gmW+ahaTdnfQzVEe7jen7fvbZZyZoqe+pNZL0PXW5FtjWgs6a0aTd4HQ7nfR4LFy4UJ5++mmTXTd58mTTdjttm26j+9GfLfX666+bY6zHzh5EVVdddZWceeaBIUk3btxo9qMZfjrqkb6ntuu2225zZCXpOdR9L1u2TN566y3517/+ZX6m9OdTz+3nn38uf/75p2nf/fffb9qgP/e33nqrPProo+aY3XvvveYa0K6i7733nvlZPxz92dfXadv057x9+/ZmBAYvLy/HNtq2jz/+2LTv1VdfNdeY3WOPPeYYyemLL74wr9U6TjXRz6THVbusan0nPUZkIQIAgIZCf7/9YVOirE7fJb6FRVISGGCWZ3SIM9OAmAgZ16W9eHq6vlYRgCYaMNLuXl9//bWjkKzeQO7YsUPOOeccR0FaDd4sXrzY1Buy69Chg6knotvrjb39BlxvRAcNqlxFXW/+9Kb8vPPOM/vQm1593U033VRpOw0uaR9YDQ7paGc6ipYGkvTGkILXR9f1118v33zzjTnmGnjQYIMG8/TG/7777jM1ZzSooMGFvn37yj333CNTpkyR8ePHy3XXXWdu2DXAoPRGXwMBGkDSfaoZM2bIhRdeaIZXHz685sCWBkf0mtSA5NChQ02wSGkQQgOO2i578WcNbmgwU/f78MMPm2U6qpiOkqcFte11sew0e00DK5oZFxERYYqpa7F1DWZpIKO6Lk/6/no9ahDILiQkxHxmvdZ1JLOKmUG6b23/9OnT5bjjjjM/VxpY0uv/xBNPNF0wNcCkQRkNxFQc6lr3qZMGn5T92NnpZ9cg0pdffiljx441y7Sujz5fsmSJOTcatNGfZ33Pbt26yQMPPGDaoedGM/X69OljAjaa3aM/f+PGjTNZfhro0QCfBur0lxcNdOm+NIB7xRVXHHbkQf3Z1/Oqn8nezVSDQlqw2t79TAOHWo9Jvw+qjkjwySefmONpzzC866675LTTTjvke+r50vpGuk+tlwYAANBQ6O9bv23dIctTMqXnnwsldtNWWXDueMlrGWrWj4yLkZM6tK1xtGkA7qtRBYy0+5hOeoNZE70BrY4WF9ZshcPx8fE55P4r0iwRexYTjh0d4lz/47JnqWhQSNmDQDrq1fnnn2+yVTTYoMEADRJqEESDJpppVFRUZAJMWvxOR/qqWLy84v4OFTBSGsh48cUXTfDB3mVRffXVV+b9D6V3795m0gBNRZrlc+mll8rzzz9vgkUqMDCwUtaQfXlta+dU7SKpgVL9bJphp8FRDWQpDR5pLS9drsEUDZpeffXV5n01WFUbem5uvPFGk+ljDxYpDcxpkEkz9jSTT4+PZgpptpiORvbjjz+awJku02wqPb89e/Y050GPhY5QaA/QaLdTDSrp0PVKvxcmTpxozoMG1KoG4CrSbEHN0rIHi5Qebw0qVjyOGlzW0eE006siDQprppA9I0kzofQY1WT+/Plm5DS9JjSoDAAA0JAsSEqVv3akSZeE5dJ52SqzLDRjlwkYjenYVkbGxbq6iQDqqMnVMELjp0FB7aJkZ39esYuiPZikN/MaLLLTLI+K3Ro1G0wz0t544w0zr1kr9sLU1XV5rEqzy7RGlgYRVq068B+o0kCGBkVqo2L77Nk62n1MM5Iq0kCLLq8pWHSk7MdIM5eqHh9717Oa2ngoGmDRzDwNhlVlD0xplo6dBl201pg9yKMjrtnbZu8iZg8WKd1WVR3m3r68upEO7XSdHt9Ro0YdtE67JFZV3efWgKJmh2mAKj093SyzZ5JVpfXPtPva+++/T7AIAAA0OCvTdsnviTslftVa6fHXYrNs9agRkty9i5zSOY5gEdDAETBCo6NZL9rNUGveaFaIPbCjmS2HY0+VtdlsjmXanU0DFJpdo5N9xLLa7M+esaK0XpE9YKIZbfah5o+UPaOlYpDEWSO11eX4HCmtpVRTtpM9k2vLli113n/FOkPVLdfuezXRYKB+tvoE3SZNmiRnn322fPfdd9K1a1eTYVbT8dLaWdoFTwN9AAAADcnOnP3y/cZEidq6Xfr+/qdZtmHIQNk6oI+Mio+VYW0bz8i4QFPVqLqkwbnFo+tLu3NpHadjbf369eaGXQtTayHz+tKuQlovSDOXBgwYYGrtHAntlqg1eLTezjPPPGP2d7iC2YeSn59vHrWIsu63obEHbuxZXBVp1zp7109XXbNK61/V5/NpbSa99rTQvXah+/bbb00AqVmzZpW21aCmdsu75JJLTFdIe+YUAACAO8spLJJPV2+UoIzdMuinX0X/pLitdw/ZMHyQDGkTJaPbt3F1EwE4AXcnaFRKS0tNQWktHFyxZlBdaUFjraWj9YE0WFTXrBzNJMnLyzMjnmk3JPtIYXVh7xamBZer0tpLWqjanWndIaWZNVXZu7pV113tWLAXnK7YfbAuAUsN/Nx+++0mm0qvRw0GaZ2iqrRWlBY519HwtGsaAACAuysuK5NPVm2UgpIy6Tl/oXiXlklmu1hZdeJx0isqXE7tHEeBa6CRIGCERkVv9HXkrlatWh0UhNAixEdKaw1pEKq++7vsssvMiGQ6GpoO0W7v1mZn755lzx46FHuwSUdrqxjY0ALed9xxh0RH15z+a3/fqjWI7F3A6tPVrLY0K0q7+Wlgq2pgRms9KS0o7Qo6mp1mAWkdIx0VrSKtX6XH+HBef/11x3nUAusa2NP6Rzr6WnV0VDcd/U1HsKtYewsAAMDdaEmGb9ZvlV15B7r4J4w7Rbb17m4eY0KD5axuHQkWAY0IASM0Kpohohk9msXzzjvvmG5AOqqddnXSUbM0EKAFl+1DwGswqKKsrCxHpk7Fgs9aUFr3pcWJ7aPpadaIdjPTIdb1P08dvcz+uqo0CKFDumsR5Oq6o2ndJc1K0ZHAtEbRU0895QhIaTcpe1cp1a9fP5M9pe83ZMgQOffcc2Xy5MlmJDAd6U0LeddEA18asPnll1/kySefNMEMHTHOXiBai3vrKGKqumNU9fjY2dtXsZ16TLKzs81Utd7Tyy+/bAqK6yhyevzs+3z66adNNtZJJ53k2FZrUNnbUpW9HlHF4J0Gdiq2v+q2hwr6aGBHu5HpPrRYuQ5zrwWstUuiBoHS0tLkwQcfNN0Ba/rc+j56/uz0c+l7Vixybm+jtlvPu47Up9eIXhs1BZYAAABc7e+dabJh117HfKm/n6wcM1oCQ4Llwt5dxduL20ugUbHglrp3726mhiwnJ8cl7/vcc89ZYWFhVmhoqHXNNddYWVlZ1m233WYFBARYF110kZWSkmJdeeWVGsGw/Pz8rKefftoqLCy0XnnlFcvf398snzhxorVp0yartLTUuuSSS6xmzZpZ7dq1s5544gmz7bBhw6wWLVpYTz75pLV69WrrqquuMq/T6d5777U2bNhwULsSEhKsoKAgq6CgoNp233PPPWb9gAEDrBUrVlhLly617rjjDsd+b7nlFmvz5s1m27KyMmv69OlW27ZtrcDAQGvEiBHW3Llza3V8Vq5caQ0cONAcj+HDh1tLliyxXnjhBXNMfvzxR6uoqMj68ssvrZiYGPO+J554orVw4UJr48aN1sknn2yWhYSEWG+99ZZZ9u9//9vy9PQ0yy+++GJr2bJlZvubbrrJ0fbJkydb33zzTaVrY+vWrdb5559v2nL11Veb52+//bZjm8TEROu6665z7OOGG26w5s2bZ9bt3bvXeuaZZywvLy+zburUqeZ86XtfccUVZlnz5s2tF1980crNzbU+/PBDKzY21iwfN26cYz810WuhU6dOlq+vr9WrVy9r9uzZ5nV6jtasWWPa//LLL1vR0dFmn0OGDLG+/fZb81r7tTB+/Hjr/vvvt8455xzr008/NeuSk5Ot++67z+xXt9HrUs/zli1brEGDBpllUVFR1rPPPmvl5+dbTZWrvjvQMHB9gOsDfH+4RtLefdYjvy203pn5jvX+M29Y035ZYE379S/rsbmLrIz9eQ3+wuT/FzTG66N7PeMKHvqPq4NWkGpHi9LuQZopY6ddmnRqKFxV9NpdzZ49Wz744INKQ8Y3VVwb4PoA3x/g/xfw+0fDkVdcIq8nrBKv5HQZ/d+vxKu8XBadeaqkdWov5/fqIt0jas5wbyj4/RSN5frIyckxk9IBdnRQHq3NWxfkDLox7f6jXZXskzNG/ILrfPrpp6aWEQAAANBQaH7BrHVbpHhfngz5frYJFmXEt5W0jvEyrG10owgWAY3JzJkzHTEErVVrLytSF95ObRmcSmvRJCQkOOYbUnYRDtSnWb58uaktpHVwdFSwd999l0MDAACABmPhzjTZlpUjg3+bJ0H79kt+cHNZcuoYaRsaLGM6tnV18wBUMWXKFJk0aVKlDKO6ImDkxrQYblxcnKubgTrS0bK0qHNwcLApHK1d0fScAgAAAA1B+v48mZO4U9qt2yixmxPF5ukpCePGim+L5nJery7ixe+2gNupWMrGx8enXvvi7hU4SgYPHmxGWdMf1hdffFEmTJjAsQYAAECDUFJWLl+u3Sz+WdnSZ+58s2z98MGSHRUhE3t0kuZ+vq5uIoCjjAwj4CgZNGiQpKenc3wBAADQ4Py8JUmyCoqkXWq6eJWVy+7YaNk8sK8MbxctHcIolQE0BQSMAAAAAAAOW7OyZVlqpnm+o2c3yQ0NkcLgIIls0VxObE/dIqCpIGAEAAAAADCKSsvkuw2JlY7G3pgo8fHylHN7dhJvL6qaAE0FP+0AAAAAAOOXrUmSl1coA376TZpn7XUclbGd4qRVs0COEtCEEDACAAAAAEhiVo4sT90lXRctkXYbNsuIWT+IR3m5tG/ZQgbGRHCEgCaGgBEAAAAANHHFZQe6ooVk7JLOS1aYZatHjxQfP18Z362DeHh4uLqJAI4xAkYAAAAA0MT9smWH5OYVyICf54inZUlyl46S1qm9jO3YTkIC/F3dPAAuQMAIAAAAAJp4VzQdFa3r4qXSImuvFAUEyKoTj5P4li1kAF3RgCaLgBEAAAAANFGl5eXyw8Zt0mLXbumcsNwsW3nS8SLNg+QsuqIBTRoBIwAAAABoov7cniLZhUXScflq0xUtpXMHSevcQU6mKxrQ5Hk3+SMAAAAAAE3Q7rwCWbgzzTxfPvYEyWndSlK6dJK40GBGRQNAhhFwrP3+++/SokUL+eCDD47K/ufPny833HCDjBw5UiIjI+WZZ56R1NRUeeutt+Thhx+WY8myLHn//ffrtY/i4mJ5/vnn5ccff5Sm7p133hGbzebqZgAAgEZAf0/7YdM2KbdZB+Y9PSWxfx8pa95MzujanlHRABAwcmd6Y5iUlOSYcnJyXN0kOMHOnTtl//79sm3bNqcfz8TERDnrrLPkySeflDlz5kiHDh3k6aefljvvvFOuvfZamTdvnhwrhYWFcskll0iXLl3qfP1/+OGH5vW333677Nq1S1wlPT1dLrvsMgkPDxc/Pz/p1atXvQNhVek1cdttt8k111wj1113nZx66qny999/V9qmX79+MmnSJCkqKnLqewMAgKZnVfpu2ZG9X6I3J4pnWblj+ch2MdKqWaBL2wag7jRuYI8hlJaW1usPztQwcmNZWVkSHx/vmGbOnOnqJjUYW7dulVWrVok7uuKKK2TdunXy0EMPHbTuq6++qte+X3jhBQkKCpLg4GDx9fWV3377zRyH9957T46lsrIymTBhgpx//vkydOjQOu1j48aNcvzxx5sAiStp4OuEE06QDRs2yMknn2yCRWvXrjXtevHFF53yHnl5eeaz6qNmgr3++utyxx13yOjRo+Wvv/5ybNe/f38TuLr88sud8r4AAKBpKigplV+2JknrpJ0y9Ief5cSPPjdBo5aB/jIyLsbVzQNQDxo3sMcQtmzZYuIKdUXAyI2FhYXJ9u3bHdOUKVNc3aQGoaSkRC666CLJzs4Wd9W9e3fx9Kz847dkyRK5995767VfzUipuN+AgACJjo4Wf39/OZa065tm42i2U32OUbt27SQuLk5c6amnnjJZP3p+PvnkE1m6dKkJ6qhHHnlEysv//y9ydfXggw/K6tWrZdq0aY5lGpzSYJsGGDUAZzdmzBgJDAyUN954o97vCwAAmqbfEndIUX6R9P39TzOfGddGbN5ecnqXePHx8nJ18wDUg8YN7DGETp06mbhCXVH02o3pjb+zbpZth+rC4ukpnr6+tdvWw1M8/Wq3ra2kpEobirV3dE07Fk9/P6kvTbfTrld6c+/uNAjg7X3gR3DHjh0yceJE8arnf9DuECTT1EcNsixffmBY1sbQhfDdd9+ttOzqq6+WV199VVasWCG7d+82taLqqqCgwASgNHMpNja20rpx48bJ3XffLT/88IPJ2LK79dZb5cQTTzSB0ebNm9f5vQEAQNOTnLNflqfukm4JyyVo334pDGomG4YPlp4RraRjWKirmwegnkJCQsykfHx86rUvMoyaiLUTr65x2vHYC5W2XfevG2vcdvtDT1fadsOk22rcNvOR5yttu+m6u2vcdsuUg7tn1cWnn34qixYtMs8feOABc5P9xx9/yGeffSZjx441WRxa30eLTmt3KXvtGL0p15vwqVOnmqyOl156ybFP7SakmSWaLaMZQNrFS7sKadcv7aqUlnZgZAk77UKkQatHH33U3PB7eHg4agdp9yZty5lnninXX3+9I8j12GOPmVRBrdOjbT7nnHOO6HNrFyZ9nbbFvg+dvv/++2q316wYTVXUbmvaPjstLK21c3SZvUC21u/R7lG6TKf777/f1NC58cYbTcBLj5kGTez02GlWkwZA7PQY6/709RWDoHq+Bg8ebJb/5z//kWNF36tly5bmfTXApf78809Tc0mX2bvBaTHIf//739XuQ6P1+gXcqlWrerUlISFB8vPzpUePHgetsx/DqgW/+/bta2opaRFsAACA2rLZLPlx03YJys6RLksO/HFv1eiR4hUYIKd0dm1WNwD3Q4YRGhXNuNi8ebPpKqQ3+hrY+fjjj+XZZ5+VlStXyttvvy0REREmaLFp0ybzGg2s7N2716y31xE699xzTeqe7k+DIRqE+e6778x2GRkZJhiko5Fp8EQDJh999JEjuDR+/HhT4yYqKsosu+qqqxzt09csXLjQZIzY69BoJtmbb74pv/zyi5n/5ptvjvhza5FknezBmMPtQzOZNFVRg1f2AJs6/fTTTRDo559/dizTzzFjxgzZt2+fCVBoIW3t4qb70JpJGjiq6OuvvzYBjYq0ppIGjKp2o7rwwgtNMKmuGWF6vPfs2VPr7fWzaRaPBoT0M2rAyk5rCGmmkF4vdho80uBXdfSaOOOMMxxZYhpE02vjSOj50lpNyn69VGRfpjWvqurTp49pP11VAQBAba1M3yXpufkyfN4C8bTZJCOuraR1ai+nd2grzSv0IgAARcCoieg56+2aV1appdPjv6/UvK1H5W27/adyFlFF+3JzK813ef2pQ3ZJO1ouvvhic1OuASG9AdcsIc0oso80pV2ntCCYnT3YsWDBAhMw0nUaBNIRrDSryF5A+rjjjjMBlN9//93xWg1CaVBJh7G33+zrCGX2oIZmObVv395pxZLrS7NUqtKso+roaGvffvutqbfTtm1bExTTgFFF+jm1r+xpp51W7/erjS+//NLU+KktrYlkzyiqT1s0eKa1jDQryU4Db5pxdiQ0g8nejVDrElXVrFkz81hdobo2bdqYouaataa1qgAAAA6lqLRMfk/cKRHbdkjk9p1i8/SU1aNHSFRwkAyMqXv3egCNFwGjJsLzCIoeO2tbz+LiKtvWv0ZRXdlrAw0bNsw8alaIBn/sXcjsz7V7mD3jRm/E7eyFpDU7qSLNVtGsITvNvtF9afc17fakhYu7detW6TX2jJSGRrtwadDoyiuvNFlZy5Ytq9SdzV7vR2mXv2NB6/hoRlNtVReUqYvnn39e7rrrLjPMvV3Pnj2PqC129sBV1WNZ8brTwFJ150O7FuqIgBW7/wEAAFTnj+0pkl9SKhLaQjLi28r+lqGS1zJUzuscL56eR++PtwAaroZ55wo4kdaO0a5N2u0qMzPTDF1e0016VXqTX3E7LS6mWUea1aTZRFonSWsFVdfdqCHSrlxaoFmDRTUVcHZGcbXa0kwnnY4lzSzSIuVVC2FrLaOKhalry14wu2KAsurx1OBQTYEm7dIHAABwKHvyC2Rxcrp5nh8aIgvPPkM8bDZT6LpdaDAHD0C1CBihybN3PdPC0Vrc2d5lqa40SKS1aXQkrc8//9x0G9KuXCNHjmzwx1q7YmkQo6SkxNQu0s9WXRcqXX8s1LWGUV1pdzsdHU1rTlXNCKprDSN7wKu619qXde/e/aB1paWl5lHrSQEAANRE/7g5e3OSyaSXCr+/ePt4y8md2nHgANSIgBGaNK0NoyOWafFiLfhcXzqimN7A68hfOuT6K6+8YoJQOmra+vXrpaHTblhPPPGEvP/++6Zgto4ep8E2O3vRbXtdnqOtPjWMjpSOQKeF1PWcVpdBVdcaRnqtNG/evNrrY82aNeZxzJgx1QbLVH0CYAAAoPHbkpUtW7NypN9vf+gvH7J+5BApDgyUke1ipIULS0YAcH8EjNDo2Lvq6FDlhzN37lzJycmpNDS6dktTWh/mSCUmJsqWLVtMEEPrJt1yyy2mOLQGV2rTbi2YfSzZazfpZ7bXZ9JR5pT5K1QFc+bMMQE2LWitI3TpUO8aDBs3bpyjZlFoaKh07tzZUcuouvfTdfbsmEO939GuYVTxs9sDXTW1RUfK02LpL7/88kEFprUrowYE61rDSAttX3bZZfLaa69VOg/qp59+kvDwcDn77LOrDU7GxMQcVFcLAADArtxmk583J0lI5i6JW7PeDDOzo2dXCQgLleHtqh8JFgDsCBih0enYsaN51OwXrQ+jQ7bb68PkVhm5zV4/5qOPPpKhQ4eabkazZ892ZIx89dVXMnz4cMfrKgY6Ko5epd2R7F2DnnrqKbngggscwQmtMVPxhl+7dVV8rNhuDcJo1oxmnmhXpSFDhtRpxC19XrHLlP297CPDVRxK/n//+5+pTTR58mQzYpxm0tiDFVq0W0eD0+DbzTffbLZVOtT8I488IrfffrtMnTpV3njjDcc+J06caDKQqqPvp4GRm266SS688EITsLO3WT+3jlBnryFVcfj6mmr81KeGkbZFs4X0c2kwSAN92uVMA33aTVHPhWadafv0OLRu3Vquueaag4I2+v6aIaRTXWoYqenTp5tjq8dUu7ypP/74wxyfTz/9tNpuZ+vWrTOj9wEAANQkISVDsvIL5fi5C0ywaGfXTrI3OkrO7xgnPv8MCgMANbLglrp3726mhiwnJ8cl71tYWGiNHTvWCgwMtM4++2xrxowZVkREhFamtgYMGGC9+eabVmlpqWP7O+64wwoODrYiIyOtqVOnWgUFBdY555xjNWvWzLr11lutjRs3WmeddZZ5fcuWLa1XX33VKisrsx5++GHLw8PDLL/mmmustLQ0a/78+Wa+S5cu1l133WXdeOON1g033GDl5eWZ9/ruu++sM88802wTFBRkPf3009b+/fvNuoULF1oxMTFW69atreeff/6IPrO+9qabbjL71Wny5MnWN998Y9YtWLDAmjBhglnu4+NjPfnkk1ZycrLjWF155ZVWixYtrDZt2ljPPfeclZKSYh133HHWG2+8YaWmplpr1qyxTjjhBCsqKspatGiR4z3vvfdex/tdf/311t69e83yHTt2WN7e3taKFSsOamdWVpY5J/rZO3XqZH344YfW33//bZ122mnmua6327Ztmzk+4eHh5j3at29vvfDCC9b27dstZ7DZbOZ8t2rVyrzHfffdZ66LwYMHm+OQmJjomLd/zuqmOXPmOKU9GRkZ5lxcdNFF5prRa/jnn3+udls9f56entb69eutxshV3x1oGLg+wPUBvj9qp6CkxHpy3mLrjVc+sFaddrG17MzLrSdn/Wy9t3SN+T0I/P+Cxv/7R/d6xhU89J+aw0lw5chd9iyChkqzWo7V8OpwL3feeafpXld1JDE7ro360YwozXrTLnKNEdcHuD7A9wf4/6X+ftmSJH9vS5aT3/9UgnL2yYYhA2XjyMEyeXAfiWx+YKAS8PsHGvfvpz3qGVfwdHJ7AMB0sVq1apXMnz+fo+Fk9uP69NNPc2wBAEC1cgqLZHFyurRftc4Ei4oCA2TLoL7SJyqcYBGAWiNgBLipxx9/3BRmrs3kbrR+0/fffy8PP/ywbNu2zdXNaTR27Nghjz76qHzzzTeVCngDAABU9HviTikvt0n7lQdGXN0wfLB4BPjLie3rVvsRQNNE0Ws3piM1VRwCPCQkxExoGq677jo5//zzpaHSwtizZs2Sl156SR544AFXN6dR0CLsH3744UEjtQEAANil7c+TNRl7RDw8ZN6/zpH2q9dJUs9uclzbaAn2PzCaMIDGKycnx0z2QZt0UJ+6ImDkxnQErvj4eMf8tGnTTMYGmoaWLVuaqSHTfr4Ei5xHR6UDAACoiZan1dpFdqUB/rJpyABp5usjI9pFc+CAJmDmzJlm9GW78PDwOu+LgJEbCwsLk4SEBMc82UUAAAAAarJ5T7YkZe+XFrt2y77wVibLSI1u30b8vLn1A5qCKVOmyKRJk8zzsWPHkmHUWHl6ekpcXJyrmwEAAADAzdlslvy2dYcJFp340Reyu02M/DXxDGnZvJn0j27t6uYBOEYqlrLx8fGp174oeg0AAAAADdyqjF2yO79Qev75t2heUXFgoFheXnJyx3bi5cltH4AjxzcHAAAAADRgZeU2mbctRcJ3pkjEzhSxeXrKupFDpG1Ic+kS3rBrYgJwHQJGAAAAANCALU3NkH2FRdJjwSIzv71XdyloEWyyizz+qWMEAEeKgBEAAAAANFDFZWUyPylVohK3S8uMXVLm7S0bhw6ULuGh0iYk2NXNA9CAETACAAAAgAZq0c50yS8qlh5/LTbzW/v3lpKgQDmxfVtXNw1AA0fACAAAAAAaoIKSUlm4M00C8vJFLEtK/Pxky8B+0isiXCKaN3N18wA0cN6ubgAAAAAA4Mgt2JEqxWXlIsHN5ffLLpTme7OlPMBfRreP5XACqDcyjAAAAACggdlfVCwJyRmOecvTU/a3CpMBMRHSMjDApW0D0DgQMAIAAACABubPpBSxioul/co14llWZpb5eHnK8fFkFwFwDgJGAAAAANCAZBcWyfLUXdJhxWrpO2e+jJj1g1k+pE2UNPfzdXXzADQSBIwAAAAAoAGZn5QinkXF0nnJSjOf1LOb+Pt4yYh20a5uGoBGhIARAAAAADQQewsKZWXabpNd5FtcLLmhIZLctZMMaxMtAT4+rm4egEaEgBEAAAAANKDaRZ5FRdJp2Sozv2HYIAnw85WhbaNc3TQAjYy3qxuAmtlsNklKSnLMh4SEmAkAAABA08wuWp2+RzovP5BdtL9lqKR07iAntY0WP29u7QCI5OTkmEmVlpaKl5dXnQ8LGUZuLCsrS+Lj4x3TzJkzXd0kAAAAAC7yx/YU8Sosko7L7dlFAyXQ31cGt4nknAAwNG5gjyFs2bLFxBXqijC0GwsLC5OEhATHPNlFAAAAQNO0J79AVmfsFv+SEsmKiZLAfbmS2rmjjCG7CEAFU6ZMkUmTJpnnY8eOrVeGEQEjN+bp6SlxcXGubgYAAAAAF/tze6pYlkhhcHP5e8I48S4pkUA/HxkcS+0iAFJtKRufehbCp0saAAAAALh5dtGazN2VlpX5+sqIdjHi61337AEAOBQCRgAAAADg5rWLvAuKpPfcBRKQm2eWNfP1kUEx1C4CcPQQMAIAAAAAN7Urr0DWZu6RTstWSscVq2XI9z+b5SPaRZNdBOCoImAEAAAAAG7qj+3J4lNQKB1WrDHzmwb3kyA/HxkUS3YRgKOLgBEAAAAAuKHdeQWyfleWdFq6UnxKSyWndStJ7xBvahf51GPkIwCoDQJGAAAAAOCG5ielik9BkXRYeSC7aMOwQRLk7ysDYyJc3TQATQABIwAAAABwM3sLCs3IaB2Wrxbv0jLJCW8l6e3jZCTZRQCOEQJGx5hlWbJw4cJj/bYAAAAAGpAFO1LFq6jYkV20ccgAaebnKwPILgJwjHhLI7J//36ZNm2a5OXliZeXlyQlJZn5YcOGHfa1v/76q7z++usSHBwsO3fulD59+sj06dMlKCio0na5ubny4IMPyu7du03wJzMzU+677z456aSTqt3v4MGDZcmSJZWWTZo0SYYPH17PTwsAAACgMdpXVCwr03aLl2VJUs9u0iolTdI6tZeT20VTuwjAMdNoAkYaJDr++ONl0KBB8tZbbzmCQKNHj5Y5c+bIiBEjanztrFmz5JZbbpEVK1ZIeHi4lJWVyVlnnSWnnHKKea2fn5/ZrqSkRE4++WQ544wzZObMmWbZ/PnzZcyYMfLZZ5/JhAkTKu137ty5snfvXrMfOw1k3XHHHUfpKAAAAABo6P7akSo2yxKbv7+sHTVcuylIgK8PtYsAHFONJmCkWT+rV6+WH374wbFMgztDhw6VK664QtavXy/e3t7VBpquvfZaufzyy02wSOl2Tz/9tPTs2VOeffZZuf/++83yGTNmyNKlS2X27NmO1x933HEyfvx4ueaaa+SEE06QFi1aONY988wz8umnn8rAgQOP8qcHAAAA0BjkFpfI8tRdlRd6eMiQNlHiV839DAAcLY2ihlFBQYHJKurVq5fExsZWWjdu3DjZsmVLpUBSRV9//bVkZWWZ4FBFPXr0MPt6+eWXpby83Cx7++23JSYmRkJCQipte+qpp8qePXvk448/dixbs2aNJCQkyNq1a2Xr1q1O/LQAAAAAGqu/d6aJraREBv3vVwlLSTPL/Ly9ZEibSFc3DUAT0ygCRhqYyc/PN0GeqjSIpH788cdqX7t8+XLzGB0dfdC6Ll26SEZGhslO2rdvn2zbtq3G7dTvv/9eKbtIA1Ga3dSpUycTkNLgFAAAAABUp6CkVJamZkq7dRulzaYtMujHX8WjvFwGxUZKgI8PBw3AMdUocho3btxoHqOiog5aZ1+2bt26al+rXdKUBoSqatWqlXnUDKGWLVvWajs7rYmkdZA0IPXf//7XvP/EiRPlqaeekqlTp9bqcyUmJlYbBDvU5wEAAADQMC1KTpfS4hLpvGSFmd88qJ94+/rIsLYH/9EaAOxqihtoTKFDhw7SpANG2dnZ5jEwMPCgdc2aNTOPmu1TndatW5tH7bZWlb+/v3ksLCyUsLAwU7BaR1ArLi52FMKuup2d1i3S6ZxzzpFHH31UXnzxRbnrrrvknnvukRNPPLFWdY10FDabzVbtuuoCV+5GR5QDuDbAdwf4vwX87gF34O6/mxaVlckfW7ZL9NqN0mx/rhQG+Mumzu2lf0iQlBUWyL7/v9VAE7w+4Fq5bn591BQ30JhCfTSKgJE9eOPh4XHQOk9Pz0MeqLFjx8rjjz8uH330kdx3332V9pGTk2MeNbtIg0Ja4HrevHmma9mFF15Y7XbV0TZMmTLFtPOGG26Q9957r1YBo44dOzb4TKKKRcABrg3w3QH+bwG/e8CV3Pl301XbU8TD00t6Ll9t5rcO7Cf+zZvLyd06SbD///+xGk3z+oDrtXDj62PDhg1HlHnUpGoYRUZGHpThU7Eg9qGCOaNGjZIzzzzTdGvT4e51e83eeeGFF0xwSLVr1848amDJ19dX7rzzTjNamkbxVqxYYTKHKm5XEx2NTduxffv2en5iAAAAAI1FSVm5LEpOk9jNidI8Z58U+/vJ9j49pF90a4JFAFymUQSM2rZtax61QHVV9mXdu3ev8fWfffaZ3H777fLFF1+YkdFOP/10U/soICDAFLnu1q2b2W7YsGHyyy+/SFxcnJx00knSvn17efPNN2XEiBFmvS47FO3SpgWwdb8AAAAAoJalZUpBcal0WbzMzCf27yM2Pz8Z0S6GAwTAZRpFl7TBgwdL8+bNzWhmVenw9mrMmDE1vl4DODNmzDCT3U8//WSCTZpNVDUjacGCBZWWDRkyxNRPmjBhwmHbmpaWZjKaAAAAAKDcZpO/d6aJh2VJYr/eEr9mnST27SW9o1pJaMCBWqkA4AqNIsNIu4lddtllsnLlSsnMzKy0TgM/4eHhcvbZZ5v5JUuWOLqa1US7mj388MMSHBx8UMCoqh9++EESEhLk5ptvdhTQrql73Jw5c2T//v1yxRVXHOEnBAAAANAYrc7YLfuLSsTy9JSk3t1l7sXnSVmAn4wkuwiAizWKgJGaPn266Zr2yCOPOJb98ccfMnfuXHn11VdN0WqtTTRy5EgzStmmTZtq3JfuQ2sUffzxxxIREVHjdqmpqTJ58mSzT31/Ox0RTTOOtGvbtm3bzLKtW7eawteff/656eYGAAAAoGnTgXn+2pF20PJu4WHSqtnBI0ADwLHUKLqkKS0mvWjRIjPS2cUXXywhISEmSPPjjz+akdBUs2bNpE+fPmZUs4rZQBUzi/7973/L888/L7NmzZIzzjijxvfbvHmzWd+/f38TWNIsJ7tTTjnFdF2bP3++DBo0yNQ2io+PN23RGkkAAAAAsHH3XtmTXyh95syXfeFhsrNbF7F5e8mIdvyBGYDrNZqAkdJsoHfeeafG9d7e3qb7WFUlJSUye/Zsee6550xAR+se1TTiWVJSkil0rcEfDU5dfvnl4uHhUWmbLl26HLbbGwAAAICmnV20YEeqBO/Okg4r14jl4SG7Y6OldYd2EtOiuaubBwCNK2BUVy+//LIJ8nz//femeHZN/v77b1m3bp1cdNFF8vjjjx/TNgIAAABoPHbk7JfUfXkycOkKM5/aqb3kh4ZQuwiA2yBgJCK33357rQ7WsGHDzAQAAAAA9bEgKVUC9+2X2I1bzPzmQf0kqnkzad+yBQcWgFtoNEWvAQAAAKAhyMjNl61ZOdJp2SrxtCzJbBcrORGtZWRczEHlLgDAVQgYAQAAAMAxzi7yLSiUdms3mPnNg/pLy0B/MzoaALgLAkYAAAAAcIxkFxbJul17pMOKNeJdVibZEeGyu02MDG8bLZ6eZBcBcB/UMAIAAACAY2ThjjSxLJFdcW0kNHOXJPXsJkH+vtI3qjXnAIBbIWAEAAAAAMdAXnGJrEjbZZ5nxUTJwolnmOdj2kSJtxedPwC4FwJGbsxms0lSUpJjPiQkxEwAAAAAGp7FyelSZrNVWubn7SUDYyJd1iYAjUtOTo6ZVGlpqXh5edV5X4Sx3VhWVpbEx8c7ppkzZ7q6SQAAAADqoLisTJakZkjsxi3S88+F4p+Xb5YPjIkQfx/+jg/AOTRuYI8hbNmyxcQV6opvJjcWFhYmCQkJjnmyiwAAAICGSbuiFZWUSdfFSyU4K1uKAwJk25D+MrRttKubBqARmTJlikyaNMk8Hzt2bL0yjFweMJo8ebK88cYbrm6GW/L09JS4uDhXNwMAAABAPdhslixKTpeIpJ0mWFTq6yPbe3eXPlHh0tzPl2MLwGkqlrLx8fGp176c3iXtww8/rPW233//vbz99tvObgIAAAAAuI0Nu7Mkp7BYOi1daeaTenWXMj8/GdaG7CIA7svpAaObbrpJioqKDrvd888/L+edd56z3x4AAAAA3IZlWbJwZ5q02LVbWienis3DQ7b26y2dW4VKeFCgq5sHAMcuYJSbmyuXX355jUGjTZs2yciRI+XOO++UkpISZ789AAAAALiNnTm5krovz5FdlNq5oxQGN5fh7cguAuDejsooaevXr5e+fftWKtisQ8Q/8cQT0q9fP/n7779NfZ5Ro0aJh4fH0WgCAAAAALjcwp2pEpCbK7Gbtpr5LQP7SHRwkLQLCXZ10wDg2Ba9PvXUU+XHH3809Ykuuugi+de//iVnnnmmXH/99bJy5UqTktmrVy959913ZcCAAXLZZZc5uwkAAAAA4HJ78gtk0+5s8fP0km19e0qzfbmSE9FaxrSN5g/nAJpewEiDRUqDRKNHj5aBAwfK448/7qjQfd9995nJ2/vAW3/wwQfObgIAAAAAuNzfO9PNY3GzQFl9wnFa0Eha+PtJ99Zhrm4aABz7LmndunUzj4sWLZIxY8bI1q1bTVZR69atZfz48TJ16lRHsAgAAAAAGqP8klJZlb678kIPDxnWNko8PSnLAaAJBoy0qHVcXJyMGDFClixZIlFRUfLdd9/Jjh07pE2bNtKnTx/5448/HNtnZ2c7uwkAAAAA4FIJyelSXloq/X+ZKy1TD2Qa+ft4Sb/o1pwZAE236HVycrLJKrriiitk3bp1csYZZ4ivr6/MmDFD3njjDZk0aZJMnjxZ0tPTpX///kejCQAAAADgEqXl5bIkNUNiNydK3NoNMvT72eJRXi4DoiPEj94WAJpywCgiIkJmz54t77zzjrRo0aLSOq1rtGrVKiksLJSYmBjZuXPn0WgCAAAAALiEdkUrKC6VTktXmvnEfr3Ew9tbhrSJ4owAaLoBI39/f1mwYIGMHTu2xm2Cg4NNseuZM2c6++0BAAAAwGVsNkv+3pkm4cmpErJ7j5R5e8v23j2lV2QrCfb348wAaLoBo1tuuUXat29f621HjRrl7CYAAAAAgEts3rNXsgqKHNlFO3p2k5IAfxneNpozAqBpB4yefPLJWm+blZUlc+bMcXYTAAAAAMAlFu5Mk+A9WRKZtFMsEdnav7d0CAuRiObNOCMAGhSXjm9/7bXXyldffeXKJrg1m80mSUlJjvmQkBAzAQAAAHA/KftyZWdOrvRftsrMp3VqL/khLcguAnDM5OTkmEmVlpaKl5eX+wSMpk+fXqtAiI6e9u2335qi123btnV2MxoFzcCKj493zE+bNk0efvhhl7YJAAAAQPUW7kgzj9lRERKekiabB/SViKBAad+y8kBAAHC0aK3oRx55xDEfHh7uPgEjDWh4eHgcdjvL0gRNkbfeekseffRRZzejUQgLC5OEhATHPNlFAAAAgHvKKSySDbuzzPPtvXvI9p7dRDw95ex20bW6PwIAZ5gyZYpMmjTJPNfByNwqw8gewercuXONDUtNTRVfX185+eSTJTAw8Gg0oVHw9PSUuLg4VzcDAAAAwGEkpGTIP38TP8DTU5r7+UrPiFYcOwDHTMVSNj4+PvXal9MDRsHBwbJt27ZDBoI0u+jSSy81gaV7773X2U0AAAAAgGOmuKxMlqdlStTW7eJTXCwpXTqJzdtLBsdGipen08cZAoBjwukBozPOOOOwWUOakvncc89JdHS0dO3aVSZOnOjsZgAAAADAMbEyfbcUlZRJj78WSXBWtvgUl8iOgX1lQEwEZwBAg+X0cPdHH31Uq+1at24tUVFR8vjjjzu7CQAAAABwTGjvicXJ6dJ6R7IJFpX6+MiOHl2kT1S4BPrWrzsIALjSUalhVBvJycmSmZkp2dnZrmoCAAAAANTL5j3ZsregSIYvX23md/TsKmV+fjK0TRRHFkCD5vSA0QcffHDYbTRQ9Oqrr0p5ebm0b9/e2U0AAAAAgGNiUXK6NM/aK5FJO0VrXif27S0dw0IkPIjBfQA0bE4PGOnwbbUZNlJTN9Xdd9/t7CYAAAAAwFGXkZsv2/fuk74r1pj59A5xkh/aQoa2JbsIQMPnfbSGg4+MjBRv7+p37+vrKx06dJAbbrjBFMkGAAAAgIZGaxf5FBZJ2/WbzPzW/n2kVbMA6dDywJDWANCQOT1gpCOkrVu3Ttq1a+fsXQMAAACAW8gvKZXVGbvFv6hI9kZHim9hoeyJjZYz2kTVqscFADS5gNFDDz1EsAgAAABAo7YkJUPKbZbkh4bIgnPHi1dJqQT4+pjR0QCgMfB09g6nTp16RNvfc889zm4CAAAAABw1ZeU2EzCqqNzXRwbERIiPlxdHHkCj4PSA0ZEoKSmRt956y5VNAAAAAIAjsjZzj+mSFr9qrfjlF5hlnh4eMjg2kiMJoGl3SSsoKJCbb77ZMdJZXZSWlsqKFSskJyenzvsAAAAAgGNJ74EWJadLaFqG9Pv9T+k5/2/5cfIk6d4mSoL9/TgZAJp2wEgLWy9ZssQUt1Z1CRxpITh9HQXhAAAAADQUO3L2S0ZuvgxasdrMp3bqIOU+PjK0TZSrmwYA7lH0evz48bJp0yYZO3astGrV6ohfX1hYKH/99ZekpaXVtQmNns1mk6SkJMd8SEiImQAAAAC4xqKd6RKwP1diNiea+cT+vaVNSHOJadGcUwLA5bQXl70nl/bs8qpHXbU6B4xOOeUUSU9Pl3feeafOb75nzx5GVDuErKwsiY+Pd8xPmzZNHn744TofbwAAAAB1t7egUDbt2SvdV64VT8uSXW1iZF94KxlLdhEANzFz5kx55JFHHPPh4eHHPmC0fft2+eCDDyQmJkamT59ep31oZtIVV1xR1yY0emFhYZKQkOCYJ7sIAAAAcJ3FyRniqcWu16w381v795EW/n7SLTyM0wLALUyZMkUmTZpknmuPMJdkGM2YMUPKy8vF19e30vLs7GwJDQ2t9X5efvnlujah0fP09JS4uDhXNwMAAABo8opKy2RF+i5pt26T+BYXS15IC8lo307GtokUT0+PJn98ALiHiqVsfHx86rUvz7q+cMuWLTJ16lR54IEHDuqqdiQWLlxY1yYAAAAAwDGhwaKSsnLxKSqSci8v2dqvt/j6eEv/6AjOAIBGqc4ZRl26dJEnn3zyoOVHOmLatddeK2vXrq1rMwAAAADgqLLZLFmcnG6ebxo6ULb36Snl3l4yICpc/H3qfEsFAG6tzhlGnTt3NnWMqvLwqH06ZkpKimzdurWuTQAAAACAo04LXecUFjvmSwL8pdzHR4ZQ7BpAI1bncPitt94qPXr0MFPz5v8/hOSmTZvkxBNPPOzrCwoKTGaRDvMGAAAAAO4qISVDAvftF9+iIsmJaG2WdW4VKmGBAa5uGgC4X8Bo+PDh8s0335guZcuWLau0bt68ebXez5FkJAEAAADAsbQrr0C2790nfZaulA6r1sqmQf1k3XHDZGjbKE4EgEatXh1udYi2xMREEyBav3697N+/X1599VUTRKpNhtH8+fNl8eLF9WkCAAAAABw1S1IyxLu4RNqu32Tmd7VrI62aBUh8aAuOOoBGrd4V2ry8vOSkk04yk9Kso2nTptXqtWVlZRIZGVnfJgAAAACA0xWVlsmqjN3Sdv1G8Sktlf0tQ2V3mxg5PTaSnhIAGr06F70+VFe12vL29pazzz7b2U0AAAAAgHrTYFFJaZl0WHlgVOdtfXuJn4+39IkK5+gCaPScHjB64YUXjmj7t956y9lNAAAAAIB6sSxLEpLTpfXOFGmenSOlvj6ys3tnEyzy8653Rw0AaHoBIwAAAABo6BL35khWQZG0X7nGzO/o3lXKfH1lcCwlNQA0DQSMAAAAAKCKhOQM8SotlZBde8z8tr49pUNYiLRqFsixAtAkkEsJAAAAABVkFxbJlqxssXx85OerLpGw1HTJaxkqZ5JdBKAJIcMIAAAAACpYkpIhlnXgueXpKXvaxEhIgJ90CgvlOAFoMsgwcmM2m02SkpIc8yEhIWYCAAAAcHSUlpfLirRdErA/V4qCmpmAkRoUGymenh4cdgBuLScnx0yqtLRUvLy86rwvMozcWFZWlsTHxzummTNnurpJAAAAQKO2JmOPFJaUyrBvf5JT3v5QWqZliLenp/SLau3qpgHAYWncwB5D2LJli4krNMgMo3fffVeuvPJKVzbBrYWFhUlCQoJjnuwiAAAA4OixLEsSUjJMkChk9x4p9/KSvNAQ6RXZSgJ9fTj0ANzelClTZNKkSeb52LFj65Vh5NKA0VdffSV9+vSRAQMGuLIZbsvT01Pi4uJc3QwAAACgSUjelysZufkyaOWaA/NdO0lJgL8Mptg1gAaiYikbH5/6BbrrFDB65pln5LXXXqvXG2ufun379smwYcMIGAEAAABwuYTkDPHPy5eYLdvMfGK/XtImpLlEBQe5umkAcMzVKWB0/PHHy9133+2UBvzvf/+TBx54wCn7AgAAAIC6yC0ukfW7sqTL6nXiabPJnuhI2dc6XMaQXQSgiapTwGjIkCHSunVrOeuss2To0KGm65RdQUGB3HHHHXLGGWfICSecIIGBgdXuY+PGjfLTTz/JU089VffWAwAAAIATLE3JEKusTOLXrDfz2/r2kiA/H+neOozjC6BJqnMNo1NOOUVeeeUV8fauvIt7771XHnvsMbnttttqtZ+1a9eajCUAAAAAcIVym02WpWVK650p4p9fIEXNAiW1U3sZFRMpXhX+OA4ATUmdA0ZPP/30QcEiNXv2bFmxYkWt9nH22WfLtddeKzfccENdmwEAAAAA9aJd0fKKSyUvvp3MuehcCcjLEw9vbxkQE8GRBdBk1TlgFBFR/Zenh4dHrfeRm5srmzdvrmsTAAAAAKDeElIyHM9zIltLjrSWnq3DpLmfL0cXQJPl9PxKzTpavnx5rbadMWNGjTWOAAAAAOBoS9+fJ8k5ueJZVl5p+eA2kRx8AE2a0wNGkydPNgWvv/76a7Esq9pttm/fLuPHj5eff/5ZRo4c6ewmAAAAAECts4t8CovktDffl36/zBXP0jKJbN5M2rRozhEE0KTVuUtaTa666ir59ddf5dxzz5WYmBgZNmyYxMbGmkyirKwsU99oyZIlJpik2UgPPvig0957//79Mm3aNMnLyxMvLy9JSkoy89qGw9E2v/766xIcHCw7d+6UPn36yPTp0yUoKOigbnTa5t27d5vPkJmZKffdd5+cdNJJB+1z69at8sADD0hkZKTs2rXLbP/cc89JVFSU0z4zAAAAgLopKCmVNRl7JH7tBvErKpLQXbvF5u0lg2Mjj6jUBgA0Rk4PGKlPPvlEOnXqJE899ZR88cUXlb5s7VlHGpj5z3/+IwMGDHDKe2qQSEdbGzRokLz11luOINDo0aNlzpw5MmLEiBpfO2vWLLnllltMMCs8PFzKysrkrLPOMiPB6Wv9/PzMdiUlJXLyySebDKqZM2eaZfPnz5cxY8bIZ599JhMmTHDsc926dTJ8+HB59dVX5eKLLzbLNHikwSsNmOn7AAAAAHCdFem7zO/+7VetNfOJfXtJgK+P9IpsxWkB0OQdlTEiPT095dFHH5Vt27bJI488YgIqXbt2lc6dO8uJJ55o1m3atKlSgKW+NOtn9erVJqPIToM7Q4cOlSuuuML8R1BToElHarvgggscQRzNfNJR4BYuXCjPPvtspZpLS5culZtuusmx7LjjjjPd66655hrZt2+fY/mll15qMovswSJ17733msykqVOnOu1zAwAAADhyNpslS1IyJHL7Tmm2P1eK/f0kuUsn6RfdWny8vDikAJq8oxIwstOuaBrI0VpFmnGzYcMG+e233+T++++vcZS1uigoKDBZRb169TLvWdG4ceNky5Yt8sMPP1T7Wq21pF3levbsWWl5jx49zL5efvllKS8/UADv7bffNt3sQkJCKm176qmnyp49e+Tjjz8283/88YfJVtLlFTVr1kxGjRolH330kdkeAAAAgGtsycqWnMJi6bByjZnf0bObWL7eMiiWYtcAcNQDRhoU0UBRRRpA0iCNMyUkJEh+fr4J8lSlQST1448/Vvta+4hu0dHRB63r0qWLZGRkyPr16032kGZM1bSd+v33383j3LlzzWNN7dFsp19++eUIPyUAAAAAZ1mcnC5Be7MlYkeyaNGMbX16SqewUAkN8OcgA8DRqmGkXcNuvfVW+fPPP02Wzo4dOxzr7rnnHlMY+6WXXpJPP/1UWrduXe/327hxo3msrpi0fVnVwFXFLmmqYncyu1atWjmKV7ds2bJW29W3PRUlJiZWG3Sq7esBAAAAHGx3XoFs27tPev9Tuyi9Q5wUtAiWwW3ILgLQ8PSoIW6gMYUOHTq4T8BIs3C025WOWKYFru1Frit2y9Ki2GeeeaapbbR48WIJCAio13tmZ2ebRx2JrSp9P6XdzqpjD1hpt7Wq/P0P/HWhsLBQwsLCzMhrOoJacXGxoxB21e3q256K9NjZbLZq11UXuHI3OqIcwLUBvjvA/y3gdw+42++m8xKTpai4SFb36SEF3t6SGRslgZ4irbw8GsTv2XA+7l3QkK8PWw1xg6rxGJcHjB566CHzJdu/f39T4Hr27NnVFsV+7LHHzDZaVFq7qdWHPXhT3dCX+l6HOlBjx46Vxx9/3NQVuu+++yrtIycnxzxqdpEGhbTA9bx580yXugsvvLDa7erbnoo6duzY4DOJWrRo4eomwE1xbYDrA3x/gP9f4IrfP4rLymTL/nzx9/MX8fOXrccNM+tO6xR/UK1SNC38foqGen1s2LDhiDKPXFbDSItav/POO2Y0MR1pLCgoqNrtevfubTJ2tFtafeloZBUzfKoWxK4YzKlKs6E020m7kd1xxx1mew14vfDCCyY4pNq1a2ceNbDk6+srd955p/l8GsXT4tZ33XVXpe3q0x4AAAAAR8+q9N1SUnZgUBs7X28v6RN5YMRkAMBRChhpNywdxv5wSkpKzOhj2oWtvtq2bWsetUB1VfZl3bt3r/H1n332mdx+++3yxRdfmJpLp59+uqk1pF3ltMh1t27dzHbDhg0zxarj4uLkpJNOkvbt28ubb74pI0aMMOt1mTPaAwAAAMD5NMs/ISVDWu1MlRFfficR2w7UWtVgkb/PUSnvCgANltMDRhpEqQ0NztRU5+dIDR48WJo3b25GM6tqzZoDw2RqvaSaaGBoxowZkpycLHv37pW//vrL7E+DOxdddNFBGUkLFiwwWUhJSUny2muvyU8//WQ+x4QJEyoFjmpqj3ZV0+56AAAAAI6d7dn7ZE9+oXRYuVoidqZI5PYDAaNBsRS7BoCjHjDq27ev6ZZmV12tHu3Oddttt5nAiQZ76ku7iV122WWycuVKyczMrLROgznh4eFy9tlnm/klS5Y4uprVRLuaPfzwwxIcHGy6nx3KDz/8IAkJCXLzzTc7CmhrJlLPnj3l559/rrStdlHT9x43bpzExMTU8dMCAAAAqIuE5AwJ2J8r0YlJZn5b354S37KFtA6q/x+xAaCxcXrA6N5775Ubb7xRnnjiCTPymAaFNACjI4f9/fffctNNN5kuXJrJo+umTp3qlPedPn266Qr2yCOPOJb98ccfMnfuXHn11VdN0WrNCho5cqTJ7tm0aVON+9J9aFDr448/loiIiBq3S01NlcmTJ5t96vtX9MYbb5gh7D7//HPHsmeeeUa8vb1l5syZ9f68AAAAAGovp6hYNu3ZK+1XrxMPy5JdbWMlN6ylDCa7CACq5fSOujr8/HfffSfnnHOOPPDAA2aZj49PpW0060izgl588UU54YQTnPK+WkR60aJFZqSziy++2IxwsHXrVvnxxx/NSGj2Ie379OljRjWzZwNVpIGtf//73/L888/LrFmz5Iwzzqjx/TZv3mzW60hvGljSz1PR8OHDZf78+SaQNGfOHCkqKpK8vDxZvHixdOjQwSmfGQAAAEDtrMzYIx6lZRK35kDZiMS+PaWFv590acVgNABQnaNS2a1Lly6yfPly+fDDD+XLL780I4lpRpEON28vGH3DDTdI586dnfq+mg2kI7TVRLN7tPtYdQW4Z8+eLc8995wpeq11huwjnlWldYu00LUGojQ4dfnll5tMqeoMHDjQBM8AAAAAuE5pebkJGLXZtFX8CoukoHmQZLSPkxNjIsTTs/rf5QGgqTtqQwFoxs1VV11lJnf38ssvmyDX999/b4pd10S71K1bt84Uwn788cePaRsBAAAA1M3azD1SWFoqHVYeGBBnW5+e4untJf1jai4/AQBNndMDRtoNrGPHjofc5v777zfd1LTwsw5br0WgXen222+v1XZazFonAAAAAA2DlsPQYtcqsW8v0yUtqWc36RnRSpr5Vi6dAQA4ikWvu3XrZgIw+fn5NW7z2GOPmVHLdISx8ePHO7sJAAAAAGCk7MuV9Nx8EQ8P2dmjq/x54UQpCQyQIW2iOEIAcCwDRuXl5fLCCy+YwNG3335b43ZafPo///mPeHl5ObsJAAAAAGAkpBzILqootkWQRAcHcYQA4FgGjAICAsTT01NSUlJk4sSJMmHCBPO8OqGhoRIfH+/sJgAAAACA5BWXyPpdWRK3er10WbVOvIuLzVEZHEt2EQAc84BR9+7dzUhkOkKY9hfWQtK6TIeq12HrqwoODnZ2EwAAAABAlqVmiq20TLr9vUQGLFgsUYlJpm5R99ZhHB0AONYBIx1ivl+/frJ48WJ55ZVXpEWLFpKXlyd33nmnDBo0SJYuXXrQ9gAAAADgTOU2myxNzZToxO0SkJ8vhQH+ktq5owyIiRBvL6ffBgFAo3PUvik1EHT99dfLpk2b5OKLLzbZRitWrDCjjN18880miKR0OaqnGVlJSUmOKScnh0MFAAAA1MLG3Xslt7hE2q9Ya+YTe3QR8fGWgTERHD8AjVZOTo4jhlBaWlptTy+XBYzKysoqzYeHh8uHH34ov//+u3Tp0sUUxX711Vela9eu8sUXX5BhdAhZWVmmxpN9mjlzprNPFwAAANBoi10H794j4alpYvPwkC09ukrX8JYS7O/n6qYBwFGjcQN7DGHLli0mrlBX3k5tmYgjiuXj41Np+QknnCCrV6+WZ555Rh577DFJS0uTCy+8kIDRIYSFhZl6UHYhISHOPl0AAABAo5ORmy87svdLv5UHsovSOrWXwqBmMrhNpKubBgBH1ZQpU2TSpEnm+dixY+s1Mr3n0Uh/0pHRvvzyS9m7d2+ldRpEuu+++2TdunVy2mmnme5odEk7xMnx9JS4uDjHRMAIAAAAOLyElHTxKSqSNhs2m/nEvr0kPDBA2oUw4A6Axi0kJMQRQ9AYjMYV3CbDaO7cuTV2T7PThv/vf/+TWbNmmegXAAAAADhDYWmprMnYI94lpZIR306a7dsvWTFRMjoqnN4NAODKgNGoUaNqve3EiRPNBAAAAADOsCJtl5SW26Q0uLkknHmKeJSXi7+vt/Ro3ZIDDABHwOXjST7++OOubgIAAACARsBms2RJSmalZZaXl/SLihDfetTxAICmyKUBo/z8fHn66add2QQAAAAAjcTWvdmSXVgk8avXSbPsHMfyQbERLm0XADSpLml//PGHfPXVV3L11VdL7969HcufffZZWb9+/WFfX1xcLMuWLZPc3Ny6NgEAAAAAHBKSM6RZ9j7p99sfYnl4yE/XXCZt4mKlZWCA7NtXwpECgGMRMDrnnHMkOztb/v77b1myZEmldf/5z39MQblDjYBmX6+PAAAAAFAfWQWFsjUrR3qtWmvmM+PaSFFQMxkcG8mBBYBjGTA6/vjj5ZtvvpFhw4ZVWn7BBRfI3XffLX379pUePXqIVw19hYuKimT58uWydevWujYBAAAAAIwlKRniVVIq7dZtMPOJfXtLaIC/dAwL4QgBwLEMGM2aNUuysrIkLCys0vI2bdrI6NGj5ffff69Vt7TISCL+AAAAAOqupKzcjI7WduNm8S0ukbyQFibD6JQ2kfRoAABXFL2uGiyyu+6666SsrOywr/fz85NTTjmlPk0AAAAA0MStytgtxaVl0n7FGjOf2Len+Hh7Sd+ocFc3DQCaXobRoZx33nm13pZR0gAAAADUldZFTUhOl1YpadIia6+UeXvLzu5dpXdkuAT4+HBgAcAVGUbOMHbsWFc3AQAAAEADlZS9X3bnF0pAbp6U+PnJzu6dpdTfj2LXAOCKDCON4icnJ9frjUtLS80IaxS9BgAAAFBXCSnp5jG5exdJ69RevErLpF1osEQ0b8ZBBYBjHTAqKSkxI6AVFBTU570BAAAAoM72FRXLxt17HfPlPj5mGhzLwDoA4JKAkRarPvXUU+Wrr76qdwM8PDzqvY/GymazSVJSkmM+JCTETAAAAABElqZkiEdpubRKS5fdbWL05kKC/X2la3hLDg+AJiknJ8dM9p5dXl5ex77o9bhx42Tnzp3y6quvSqtWrY749YWFhfL111/LAw88UNcmNHpZWVkSHx/vmJ82bZo8/PDDLm0TAAAA4A7Kym2yLC1TYjZvlUGzf5fMdrHy1znjZWBMpHh5urxUKwC4xMyZM+WRRx5xzIeHhx/7gNHJJ59s6g8NGDCgzm9+7733yhtvvFHn1zd2YWFhkpCQ4JgnuwgAAAA4YN2uPVJQUiaDV64183tio8XL00P6R7fmEAFosqZMmSKTJk1yDDLmkgyjmJgYufrqq+v8xvv27ZNdu3bJTz/9VOd9NHaenp4SFxfn6mYAAAAAbichJUNCMzKlZUamlHt5SlKv7tKjdSsJ8vN1ddMAwGUqlrLx8fGp177qlatZn2BGYGCgHH/88bJ9+/b6NAEAAABAE5O6L1dS9+VJ+3+yi1I7d5TiwEAZ3IZi1wDgLHXOMDqctLQ0SU5ONiOqWZZVaV15ebls2LBBsrOz5fbbb5fTTz/9aDUDAAAAQCOzODlDfAsKJXbTFjOf2LeXRAcHSUxwkKubBgCNhtMDRhoguvTSS+XLL7887LYaSNqzZ4+zmwAAAACgkcorLjH1izqsXS9e5TbZG9FasqMiZFRsJCMwA4ATOX34gOnTp8sXX3xhgkGHmrQ+T+/eveWdd95xdhMAAAAANFLL03ZJuc2S8OQ0M7+tX08J9PWWnhFHPnIzAOAYBow+++wzuemmm0yXNJvNJitWrJDnn3/ePLdP6enpcskll5jg0llnneXsJgAAAABohGw2S5amZpjnf008Q+afO15SOneU/tER4u3l9FsbAGjSnP6tWlpaKi+++KJERh4oONenTx8TNKooIiJCnnvuObnssstk1apVzm4CAAAAgEZo4+69sr+o5MCMh4fsbhsrlo+3DIyJcHXTAKDRcXrAqG3btgctGzt2rHzwwQeVloWGhpqh3h566CFnNwEAAABAI5SQki6+hYXiVVrqWNalVUsJCfB3absAoDFyetFrPz8/+fzzz2X06NFmvnXr1nLBBRfIgAEDpF27djJq1CizXLOOUlJSZN++fc5uAgAAAIBGJjM3X5Ky90vfhQkSu3GrrDphpCR37yJD2kS5umkA0Cg5PWB03XXXyXnnnWdGKAgICJA1a9ZIfHy83H333TJmzBjTRU0zixYuXGjqGek2AAAAAHAoS1IzxLu4WNqu3yTepWVS2DxIwpsFSFxoMAcOABpCl7RzzjlHrrzySjMSWklJiZnUv/71L7n22mtl+fLlMmfOHCkqKjLLtY4RAAAAANSkqLRMVqXvlnbrNppg0b6wlrInNloGt4kyf6gGADSADCP19ttvy9SpU8XX11fi4uIcy1955RXTVe2LL76QsrIyk3GkGUkAAAAAUJOV6buktKxc2q9ca+a39e0pfj7e0juyFQcNABpSwEh17ty52uXaXU0nu8zMTDNqGgAAAABUpT0XElIypPWOZGmes09KfX1lZ7cuMjCqtfh5H7XbGQBo8pzeJe1IjRw50tVNAAAAAOCmtmblyN6CIumwco2Z39Gjq5T7+sigWP7oDABH01ELyWtB68TERMnKynLUMaq6ftmyZbJ9+/aj1YQGT49RUlKSY16LhesEAAAANBWaXeSXXyAR23c6uqN1CAuRVs0CXd00AHA7OTk5ZlKlpaXi5eXlPgGjwsJCU7/oww8/lNzcXGfvvknRYJuOMGc3bdo0efjhh13aJgAAAOBY2VtQKFuzssVqFii/TvqXtN6ZInmhIXJmbCQnAQCqMXPmTHnkkUcc8+Hh4eI2ASMtYq3BotpiVIOahYWFSUJCgmOe7CIAAAA0JUtSMsWyDjzPDw2R7aEhEhLgJ53CQl3dNABwS1OmTJFJkyaZ52PHjq1XhpHTaxjNmjVLevXqJb///rvs3bvXdKuqbtJMpJ9++kk8PV1eRslt6bHRUebsEwEjAAAANBUlZeWyIj1TPMrLKy0fFBspnp4eLmsXALgzjRvYYwg+Pj71irk4PcPIz89PZsyYISeccMJhtzvllFPknHPOcXYTAAAAADRwazL3SFFJmZzw6SwpCG4uq0eNkNKQFtIvqrWrmwYATYLT03uGDRsmLVu2rPX2n376qbObAAAAAKABsyxLEpLTJSwtQ0Izd5uC12U+PtI7qpUE+vq4unkA0CQ4PWB06623mq5mtTVgwABnNwEAAABAA7YzJ1cy8wqk/co1Zj65aycpDfCXQTEUuwaABhswGjNmjGRmZsr//ve/Q26nNYy+/fZbWb16tbObAAAAAKABW5ycLv55+RKzZZuZ39avl7QNaS5RwUGubhoANBlOr2GkOnXqJOPHjz8auwYAAADQiO0vKpaNu/dKl9XrxNNmkz0xUbIvvJWcHBvl6qYBQJPi9AyjRx55xAzjpv2OazMBAAAAgN3S1EyxysokfvU6M5/Yt5cE+flIt9a1r5MKAHDDDKM33njDDON20003Sb9+/cxzD4+Dh70sLS2VtWvXyp133unsJgAAAABogMrKbbIsNVNiNyeKf0GhFAY1k7SO8TIqJlK86jE0NADADQJGOTk5ZuSz2nRJ03pHGmACAAAAgHW79kh+SakUt28nq0aPkHJvH/H08ZaBMREcHABo6AGjzp07S1RU7fsX//XXX85uAgAAAIAGRstVLE7OMM/L/PwksX8f87xX6zAJ8vN1cesAoOlxel7npEmT5Ndff6319q+//rqzmwAAAACggUndnydp+/MOWj44NtIl7QGAps7pAaMbb7xRlixZIikpKYfdtqioSGbMmOHsJgAAAABoYBKSM8SvoEBG/fcrabtuo6YcSXRwkMS2aO7qpgFAk+T0LmnXXXedFBYWysCBA6V79+6HTDndunWrqXkEAAAAoOnKKy4x9Ys6rlkvYemZ4mFZsrNHV5NdVN0AOgCABhgw2rhxoyxatMgEhHbt2nXY7fkPAAAAAGjadGQ0W1m5tF+1zswn9u0lgb7e0jOilaubBgBNltMDRqeccoqkp6fLxIkTpXnz5ofsjrZw4UJZsGCBs5vQaNhsNklKSnLMh4SEmAkAAABoLMptNlmamilRW7dLQF6+FAUGSGrnjjIiOkK8vZxeQQMAGrWcnBxHT67S0lLx8vJyn4DR2LFjJT4+Xi699NLDbltWViYxMTHObkKjkZWVZY6l3bRp0+Thhx92aZsAAAAAZ9qwa6/kFpdI3xVrzHxSr+4iPt4ykGLXAHDEZs6cKY888ohjPjw8XNwmYDRkyJBaR7C8vb3ljTfecHYTGo2wsDBJSEhwzJNdBAAAgMYmISVdgnfvkfDUNLF5eMi23j2ka3hLaeHv5+qmAUCDM2XKFDN6vT2hx60yjM477zz5+uuv5dxzz5XPPvvssNtPmDDB2U1oNDw9PSUuLs7VzQAAAACOivT9ebIzJ1f6/ZNdlNapvRQ1D5LBbSI54gBQBxVL2fj4+Eh9OD1g9PPPP5vH4OBgZ+8aAAAAQCOSkJLhCBQF7s81xa4jggKlXQj3EgDgak6vIqcpTy1btpQXX3yxVtvfdtttzm4CAAAAADdXUFIqazL2mOeZ8e3kr3PHS1ZstAxuE8VIygDQGANG7777rnTr1k2WL19eq6LXH374obObAAAAAMDNLU/LlDKbrdIyfx8v6RXRymVtAgAcxS5pWqT59ttvl7vvvluGDRtmgkfVKSwslF9//VWys7Od3QQAAAAAbsxms2RJSqa03pEsYanpsr13DykKaib9oyPE17vuBVoBAG4cMHrzzTdl1qxZ5vnff/99yG0tyyLdFAAAAGhiNu3ZK/uKimXEkhUSsTNFvMrKZN2o4TIolmLXANBoA0aTJ0+Wr776Svz9/SU8PNyM9FWd0tJSyczMFFuVNFQAAAAAjb/YdfOsvSZYZHl4yLY+PaVzq1AJDfB3ddMAAEcrYDRmzBgZOHCgzJs3TwIDAw+57Zo1a6Rfv37SlGiATLvtDR061NVNAQAAAI65XXkFsn3vPumzcq2ZT28fJwUtgmVwbBRnAwAac8DInmV0uGCR6tWrl0yYMMFp77t//36ZNm2a5OXliZeXlyQlJZl5raV0OFpP6fXXX5fg4GDZuXOn9OnTR6ZPny5BQUGVttOsqKeeesq8lwZ/tm/fLqNGjZJ77rnHZFVVVFJSIu3bt5fU1NRKyx9++GECRgAAAGiSElLSxbu4RNqu32TmE/v1klbNAqR9yxaubhoA4GgHjK666irH86ysLFm/fr3k5+dLWFiY9O7dW/z8/Bzrv/zyS6e8pwaJjj/+eBk0aJC89dZbjiDQ6NGjZc6cOTJixIgaX6s1l2655RZZsWKF6Uano7edddZZcsopp5jX2turBboHDx4sDz74oFx99dVmmX4u3fe2bdvkgw8+qLTfjz/+WEJDQ6Vnz56OZbovDagBAAAATU1RaZmsSt8t7dZtFJ/SUtkfFiq728TI6bGR1DYFgKYQMFJLliwxI6X9+eefpri1na+vr5x33nkmeycuLs5p76dBnNWrV8sPP/zgWHbyySebTJ4rrrjCBK28vb2rDTRde+21cvnll5tgkdLtnn76aRPoefbZZ+X+++83yz///HOTfXThhRc6Xt+sWTO57LLLZOrUqfLaa6+ZeaWf+cUXX5TZs2dLTEyM0z4nAAAA0FCtSN8lpWXl0n7lGjOf2LeX+Pl4S5+oA7+HAwDcR/UVqevp008/leOOO07++OMP021Lgyf2qbi4WD766CNTu0jXO0NBQYHJKtIubrGxsZXWjRs3TrZs2VIpkFTR119/bbKgKmYBqR49eph9vfzyy1JeXm6W5ebmmscNGzZU2lY/o04eHh6OZfp+ur0GzFJSUpzyOQEAAICGSu8FlqRkiHdpqexpEyNFzQJlZ7cu0jeqtfhV84ddAEAjCxht3LhRJk2aZOr3aBcxzbLRoIlm+GzevFn++usveeGFF0x2kXb7Sk9Pr/d7ahFp7RqmQZ6qNIikfvzxx2pfu3z5cvMYHR190LouXbpIRkaGabvSWkXqhhtukJycHPPcHgC78sorK9VteuaZZyQxMVEuuugiadOmjcl0mj9/fr0/KwAAANAQbc3Kkb0FRVLm6ysrTh4tP119qZT7+sjgNpGubhoA4FgEjJ588knTLeuXX36RuXPnyk033SQjR46Url27SseOHU0B6ptvvtnUC9LAkhaQdkaQSkVFHTyygn3ZunXrqn2tdklT+/btO2hdq1atzOPWrVvNo9ZHuv3222Xp0qVmJLgvvvhCzj77bJk4caIpmF3RY489ZjKtbrvtNomIiJDFixebekq6DAAAAGhqFidX/kOx5eUlHcNCJCwwwGVtAgDUzOm5n7///rup9XPSSScddlutD6Rd1+pLi1Gr6kZms9cU0m5n1WndurV51G5rVdlHPSssLHQsmzFjhtnno48+Kueff76MHz9epkyZclB9JPvnuuCCC+SJJ54wI6NpME2DZJp5VV1GU1WaoVRd1tShAmAAAACAu9mTX2AyjGI3bJa8liGSE3Hgd3CyiwCg/mqKG2hMoUOHDu4TMNKgTW2CRebNvb0d9YHqwz6KWcUaQnaengeSqCoW3q5o7Nix8vjjj5tuZffdd1+lfdi7nbVs2dKxTLugaTc17YKm3dy+++47k3n0888/11jEW9unQSOtc6TFtHX0tLvuuuuwn0vbrK+pTnUZUe7GXvMJ4NoA3x3g/xbwu0fTNidxp5Tl5krf3/8Q35JS+WXiOCmLbyvh3p7H7PdafjcF1wca6/eHrYa4QU1xEJcFjOwjjdVGWlqaJCcn1/s9IyMjD8oEqlgQu2rQpyKtS3TmmWfK999/L3fccYf8+9//ltLSUvnPf/4j8+bNM9u0a9fOPOry008/3XSve/PNN2Xv3r0mcPTtt9+a4tqrVq2qdiQ2Ox1JTbOqtm/fXqvPpV34GnomUYsWLVzdBLgprg1wfYDvD/D/S9NQWFoqW/blS+et202wKDc0RPLatZVTO8VLaEjIMW0Lv3+A6wON8ftjQ5WBuQ6XeeSyGkZhYWGyaNGiWgWLtPaPjpZWX23btjWPmvlTlX1Z9+7da3z9Z599ZmoTaU0iHRlNg0Ja+yggIMB0HevWrZvZTrOQ5syZY7a1B6FmzZolp556qimMXdNIbBWPjQbUdL8AAABAU7AibZeUlpVLxxVrzHxiv97i5+Mt/aIPdEsDALgnpweMrrvuOjnjjDPktddek6KiokrrNENHg0laCFpHIFuyZImp/1NfgwcPlubNmztGM6tozZoD/zGNGTOmxtdrAEdrE2m2k2YN6Uhuuj8NNukoZ3baXqVBpYpd3rQrm9q0adMh26kjx2ktpf79+9fhUwIAAAANi81mSUJKhkRu3yFBOfukxM9PdnTvIn2jWovfITLzAQCNMGB02mmnmZHDbrzxRhN00eyf3r17m/o+Wix6xIgR8uKLL0p+fr4JFmkNofry9fWVyy67TFauXCmZmZmV1v30008mq0fbZA/62LuaHar/nxapDg4OljvvvPOgAtlVu5TpdiomJsaxrLrucZqhpNtMmDChTp8TAAAAaEg27t4rOYXF0mH5ajOf1LOb2Px8ZEibAyUlAABNKGCktL7PtGnTTCAnJSVF1q5dKzt37pSysjJTdEn7/r300ksmq8dZpk+fboJTjzzyiGPZH3/8IXPnzpVXX33VjHimBfVGjhwpJ5544iGzgXQfS5cuNcWpIyIiHMsnT55s5vWz6Wexe/vtt023tXPOOcfMa5e1oKAgueSSS2TXrl2OQJXWL/r6668dI7cBAAAAjdnilHQJ3pMlETtTxPLwkMR+vaRzq1BpGUiJBgBwd0clD1RHGtOgimYZaTFpDRhpVfHQ0FAZMGCAqRGkARVn0npC2t1Nu4ddfPHFEhISIlu3bjUjmdmzmDRQ06dPHzP6mT1bqGpmkRa9fv75501tIu1aV5HWNdJAkgaUdJ0GqLSoti7Xbmz22kTnnXeeLFiwwOxDax6NHj3aBJTmz59v6hgBAAAAjV36/jzZkb1fWuflS0FQM8mOipDC4OYypE2Uq5sGAKgFD6uO46xt3LjRjBbWGGhtodmzZ8tzzz1n6hM99thjjpHRXMVezbwhj5KmGV3uXEkersO1Aa4P8P0B/n9p/L5et0VWpe82zz3Ky8WnuERCWofJ9UP6mD8wH2v8/gGuDzS1748e9Ywr1DnDSLNmqhuVrCF6+eWXTRFuzYbSuksAAAAA6i6vuETWZu5xzFteXlISGCBD20S5JFgEADiGNYy0Ns+3334rjYHWHBo3bhzBIgAAAMAJlqZmiq20TKI3J4qHzWaWBfp6S6/IVhxfAGgKNYy0yPPAgQMlPj7eFJWuy18LdFh6LRoNAAAAoOErK7fJkpQMidmyTQb/+KvsjWgt8y46RwZER4iPl5ermwcAOBYBIw0QeVX40j9cOSQdKU1HLbMHlrQItg41DwAAAKBxWLdrj+SXlMrAFavNfEb7duaPxINiI13dNADAsQoYfffdd3LaaafValutD3TFFVeYYJEGlvr16ydfffWVxMXF1acJAAAAANyE/p6/aGe6hKZnSlh6ppR7ecr23j2ke+swCfb3c3XzAADHooZRRERErYJFZWVlpkbQhAkTJDs72/wnooGjhQsXEiwCAAAAGpGdObmSnpsvHZcfyC5K6dJJipsFytC2Ua5uGgDgWGUY/fDDD4fdJikpSS644AJZunSpCRT5+fnJSy+9JFdffXVd3xYAAACAm1qcnC7+uXkSsyXRzG/t31tiWwRJbAtGIgaAJhMwGjBgwCHXa3czDQzt37/fBIvatWsnX3755WFfBwAAAKDhySkskg27s6TbqrXiabPJ7pho2dc6XMa0IbsIAJpcDaPqlJSUyJQpU+SNN94w8xosGjt2rHzyySfSsmVLZ79do2az2UyWll1ISIiZAAAAAHeTkJIhOgZOcFa2mU/s30ua+/ma+kUAgGMjJyfHTKq0tLTSQGXHrIZRdbZs2SJDhgwxwSL7iGkPPvig/PTTTwSL6iArK0vi4+Md08yZM515ugAAAACnKCkrl+Vpmeb5orNOkzkXnyvpHeJlcGykeHk69ZYDAHAIGjewxxA0RqNxBZdnGH388cdy/fXXS35+vgkWhYaGyocffiinn366s96iyQkLC5OEhATHPNlFAAAAcEerMnZLUWm5Yz4norV4e3rKgJgIl7YLAJqaKVOmyKRJk8xz7e1VnwyjegeMCgsL5cYbb5T333/fzGuwqG/fvqaGkUa0UHeenp6MJAcAAAC3pr//a7HrwJx9UubnJyUB/mZ576hWEujr4+rmAUCTElKhlI2PT/2+g+uVH7pu3ToZNGiQCRbpfxQ6aSRr4cKFtQ4WPf/88/VpAgAAAAAX2pqVI3vyC6XPvL/k1Lc+kNiNW8zyIbEUuwaAhqzOAaO3337b1CvasGGDCRT5+fmZ2kXvvvuu+Psf+KtCbYo6v/baa3VtAgAAAAAX+3tnmjTLzpHIbUniXVYmOa1bSXzLFhLRvJmrmwYAqIc6d0m79tprxcPDwzz39fWVf//739KlSxf5888/D/tardSdlpYmn3/+uSQmJta1CQAAAABcKCM3X7bt3Sd9l68SvTNIj28neS1D5cw2ZBcBQENX7xpGml1UUlIid911V51ebw86AQAAAGh42UW+hUXSdt0mM79lQF8JC/SXzq1CXd00AEA91auG0RlnnCEFBQWma9mRTMXFxZKUlCRPPfVUfdsPAAAAwAVyi0tkbeYeiV+91tEVbU+baBnWNpo/CgNAUw4YBQUFyX//+99a1yuqSCt1t23b1mQlDR06tK5NAAAAAOAiOjKaVVImHVaudWQXBfr5SJ+ocM4JADTlgNGtt94qgYGB9W7A9ddfX+99AAAAADh2SsrKZWlqhoRmZIpPUZEUBjWTlM4dZFBMpPh4eXEqAKAp1zB69NFHndKASy65xCn7AQAAAHBsrEjfJUWl5VIUGy0/X3WpNMvZJ14+PjIoNpJTAACNRL2LXgMAAABoOmw2SxbtTHfMFwU1M1P/qFYS5Ofr0rYBANyk6DUAAACApmXTnr2SXVgkgTn7Ki0f1ibaZW0CADgfASMAAAAAtbZwZ5oE786SU9/9WIbP+kFTjqRTq1AJD6p/fVMAgPsgYAQAAACgVlL25UpyTq50Wr7KzJf5+oh4esqwtlEcQQBoZAgYAQAAAKiVhTvSxD8vX9ps2GzmtwzoKxFBgRIf2oIjCACNDEWv3ZjNZpOkpCTHfEhIiJkAAACAY03rFm3YnSXdVq4RT5tN9kRHSnZUhJzdLlo8PDw4IQDgBnJycsykSktLxcvLq877IsPIjWVlZUl8fLxjmjlzpqubBAAAgCZKR0bzLCmV9qvWmfmtA/pKcz9f6RnRytVNAwD8Q+MG9hjCli1bTFyhrsgwcmNhYWGSkJDgmCe7CAAAAK5QWFoqK9J3Sbt1G8W3uFjyWgRLWoc4GdMmUrw8+Rs0ALiLKVOmyKRJk8zzsWPH1ivDiICRG/P09JS4uDhXNwMAAABN3PK0XVJSVi6xm7aa+a39+4ivr48MiIlwddMAABVULGXj4+Mj9UHACAAAAECNym02WZycbp4vOGe8xG7aIqmdOsjAqNYSUM+bEQCA+yJgBAAAAKBGazP3yP6iEvPc5u0lO3t0Fa1xPbRtFEcNABoxOhwDAAAAqJZlWfLXjjTxLSzUIXwdy7uFh0logD9HDQAaMTKMAAAAAFRrS1a27MorkKG/zJPgPVmy/OQTZE/bGBneLpojBgCNHAEjAAAAANVakJQqzbP2SnTidrFEpCgoUNqFBktsi+YcMQBo5OiSBgAAAOAgyTn7ZWdOrnRautLMp3eIl7yWoTKyXQxHCwCaAAJGAAAAAA6itYsCcvOk7YbNZn7ToH7SOihQOoYdGK4ZANC4ETACAAAAUMnuvALZuHuvdFi+WjxtNtkdEy3Z0ZEyol20eOgQaQCARo+AEQAAAIBKFu5ME5+iYolfs87Mbx7UT1r4+0nPiFYcKQBoIggYAQAAAHDYX1QsqzN2S/TWbeJTUir7WrWUzPi2MqxtlHh5cvsAAE0Fo6QBAAAAcFiUnC7lNkt29OgqeSEtxMNmSYCvj/SPjuAoAUATQsAIAAAAgFFYWipLUzMPzHh4SFZstHk6KjZSfL29OEoA0IQQMHJjNptNkpKSHPMhISFmAgAAAI6GpSmZUlJSKj7FJVIa4G+W+Xh5ypA2URxwAGgAcnJyzKRKS0vFy6vuwX46IbuxrKwsiY+Pd0wzZ850dZMAAADQSJWWl5vuaDFbt8lpb38gXf9eYpb3i24tgb4+rm4eAKAWNG5gjyFs2bLFxBXqigwjNxYWFiYJCQmOebKLAAAAcLSsSt8t+cUlMnjJCvEuLRMPyxJPDw8Z3vZAtzQAgPubMmWKTJo0yTwfO3ZsvTKMCBi5MU9PT4mLi3N1MwAAANDIldtssmBHqoQnp0po5m4p8/aWxH69pEdEmIT80zUNAOD+Kpay8fGpX3YoXdIAAACAJm5t5h7JKSyWLouXmfmknt2kJCBARrSLcXXTAAAuQsAIAAAAaMJsNkvmJ6VKy9R0aZ2cKjZPT9kyqK90ahUqkc2bubp5AAAXIWAEAAAANGEbdmfJnvxC6fpPdtGO7l2ksHlzOT6O7CIAaMoIGAEAAABNlGUdyC4KyM2T8OQUsTw8ZPPg/hLfsoW0CQl2dfMAAC5E0WsAAACgidqSlS0ZufkizYPklysvllbJaZIf0kKOj4t1ddMAAC5GhhEAAADQRLOL/tye4pjXbmjJ3btIm5DmEhdKdhEANHUEjAAAAIAmaHv2PknZlycBubmVlmt2kYeHh8vaBQBwDwSMAAAAgCZIs4uaZefIKW9/JMO++Z94lpVLVPNm0jEsxNVNAwC4AQJGAAAAQBOzM2e/JGXvly4Jy8XTskQsEZu3lxxHdhEA4B8EjAAAAIAmxoyMtj9X2m7YbOY3DRkg4c0CpFvrlq5uGgDATRAwAgAAAJqQtP15smVPtnReskI8bTbZ1SZG9kZHkl0EAKiEgBEAAADQhMxPShH/vHyJW7vBzG8cMlBCA/ylZ0QrVzcNAOBGCBgBAAAATURGbr5s2LVXOi5bKV7l5ZIVFSF72kTLcXEx4unJyGgAgP/nXeE53IzNZpOkpCTHfEhIiJkAAACAuvhje7J42GwSlZjkyC4KDvCTPlHhHFAAaARycnLMpEpLS8XLy6vO+yLDyI1lZWVJfHy8Y5o5c6armwQAAIAGKn1/nskusjw95ffLLpAlp42RzPi2MrJdjHh5clsAAI3BzJkzHTGELVu2mLhCXZFh5MbCwsIkISHBMU92EQAAAOpq3vZkx3Obt7ckd+ssLfz9pH90BAcVABqJKVOmyKRJk8zzsWPH1ivDiICRG/P09JS4uDhXNwMAAACNYGS0TbuzJSRzl+SEt9JfNM1yrV3k7UV2EQA0FiEVStn4+PjUa1/87wAAAAA0cvO2JZuR0UZ9+rWM+eBT8S0oNNlF/aJbu7ppAAA3RcAIAAAAaMRS9+XK5j3Z0jlhuRkZrcTfX0oC/OX4+FhqFwEAakTACAAAAGjE5m1PEf/cPIlfs97Mbxg+WEIC/aUvI6MBAA6BgBEAAADQSKXsy5Ute7Klyz/ZRXtiomR3mxg5Po7sIgDAoREwAgAAABqpuduSJSA3V+LWHsguWj9ssIQGBkgfsosAAIdBwAgAAABohLbv3SeJWTnSddEy8Sq3ye7YaNnTNkaOj4+hdhEA4LAIGAEAAACNjGVZ8nviDhGbTYKyc8yydSOGSMtAf+kdGe7q5gEAGgBvVzcAAAAAgHNt2r1XUvbliXh6yvzzzpLQjF2SHRUh57RvQ3YRAKBWyDACAAAAGhGbzZI525L/f4GHhwkWRQQFSs+IVq5sGgCgAWlUGUb79++XadOmSV5ennh5eUlSUpKZHzZs2GFf++uvv8rrr78uwcHBsnPnTunTp49Mnz5dgoKCKm2XmZkpTz31lHkvm80m27dvl1GjRsk999wj/v7+lbZdtmyZPPbYYxIXFyc7duyQ8PBwefrpp817AAAAAEfDmszdsiuvQNqt3SBpHeOl9J/fUU/q2FY8PDw46ACAphUw0iDR8ccfL4MGDZK33nrLEQQaPXq0zJkzR0aMGFHja2fNmiW33HKLrFixwgR1ysrK5KyzzpJTTjnFvNbPz89sl52dLYMHD5YHH3xQrr76arMsPz/f7Hvbtm3ywQcfOPY5d+5cOfXUU+W3336T4447ziy75JJL5MQTT5T58+dLQEDAUT4iAAAAaGrKbTaZty1FwlLSZMAvc6XH/EXy89WXSEx4S+kUFurq5gEAGpBG0yVNgzirV682GUV2J598sgwdOlSuuOIKEwSqKdB07bXXygUXXGCCRcrb29tkAi1cuFCeffZZx7aff/65yT668MILHcuaNWsml112mXzyyScmeKSKiorkoosuMplH9mCRevTRR03Wke4bAAAAcLZlqZmSXVAoPRcsMvNpndpLuY+PnNShHdlFAICmFzAqKCgwWUW9evWS2NjYSuvGjRsnW7ZskR9++KHa13799deSlZUlPXv2rLS8R48eZl8vv/yylJeXm2W5ubnmccOGDZW21a5pOtlTfD/77DPJyMiQ0047rdJ28fHx0q1bN7PPmgJYAAAAQF2UlJXLn0kpErl9h4SlZUiZt7dsHDpQOrUKlXahlEQAADTBgFFCQoLJ7tEgT1UaRFI//vhjta9dvny5eYyOjj5oXZcuXUzgZ/369WZeM4bUDTfcIDk5B4YnLS4ulo8++kiuvPJKCQwMdHRHUzW1Z8+ePabNh5OYmGj2Ud0EAAAAVLQoOV3yikqk+4LFB36X7NtLioKayYnt23CgAKAR61FD3EBjCtLUaxht3LjRPEZFRR20zr5s3bp1NXZJU/v27TtoXatWB0aR2Lp1qwn0aH2k22+/XZ577jkZOHCgPPHEE/Lee+/JxIkT5b777jvi9gwfPvyQn8uyLJO5VJ3q2utu7BlZANcG+O4A/7eA3z2OrrySUvltU6LErNsoIXuypMTXV9b06S4dmwdKoFXeIH53PNr43RRcH2is3x+2GuIGGlOQph4w0mLUyp7hU5HWGFLa7aw6rVu3No/aba0q+6hnhYWFjmUzZsww+9R6ROeff76MHz9epkyZYuoeOaM9FXXs2LHGQFdD0aJFC1c3AW6KawNcH+D7A/z/4jzzNyaKjyXSd/GB7PlNQwaId0iIjOvVRVoEMtgKv3+A30/RmO9fNlQpm2NX395JjaJLmn0Us+qGCfX09DxkZG3s2LHmUbuVVd3G3u2sZcuWjmXaBU27qWkXtMjISPnuu+9M5lFSUpJT2gMAAAAciV15BabYtWd5uWTEt5O8FsGS2K+XDIqNlDCCRQCAphww0sBN1UygigWxqwZ9KtK6RGeeeabpRnbHHXeY7TVl94UXXpB58+aZbdq1a2ceS0tL5fTTTxcfHx955513TPbPWWedJZs3bzbFte2FrOvTHgAAAOBI/Lp1h+jfIkv9/WXFyaPl98suEN8APxkVX3kwGAAAmlzAqG3btuZRM3+qsi/r3r17ja/XUc20NtEXX3xhRkbToJDWGgoICDDFsHVkM3sW0v+1dx/gUZVZA8dPeiMhEDoIQUAURHAVFKWJiL1gW7tg76Kw6too6q5lV9FPURcb9t4VFRVQQQyoCNJBAgjSAoH0Ot9z3uRO7kxmkkm/M/n/nmecmTt37ry58zpkTs4577fffmv2tYI+77//vpxwwgmmMba1EltdxwMAAAAEYn1GpqzdVdYOwVISFSVDU7tIfHQUJxEA0LwDRoMGDZLExET3amZ2y5YtM9ejRo3y+3wNDGlvos2bN8vu3btl/vz55nga3Lngggvc+y1atMhca1DJXmJmNbxevXq1uT722GPNtb/x6LGPOOKIOvzEAAAAaO5KS13y1dp0Sdy1W478aJYkZuw225PjYuSILpUXXwEAoNkFjKKjo+WSSy6RJUuWyPbt2z0emzVrlrRt21bGjBnjDvpYpWZVdRifPHmyJCUlycSJEys1yN6wYYPH/rqf6ty5s7k+44wzzAprX375pcd+GpD6/fff5dJLLzVjBgAAAGrrt207ZHt2rvT7boF0Wr9BDlpQ9sfNUT26SWRESPyaDwBoQiHzL8nUqVNNKdiUKVPc2+bNmydz5syR6dOnmxXPtDfRkCFDZOTIke5sIF/0GIsXL5bXXntN2rdv795+9dVXm/uTJk1y9ytSzz33nClbO+uss9wZS08//bR89dVX8uOPP7r30+dpPyT7GAEAAICaKiwukW/Xb5Z2GzdLh/RNUhoeLsuHHCldWraQvu1TOKEAgDqrWAs+yGk/oYULF5rysAsvvFCSk5Nl3bp18vnnn7tXQtMl7fv3729WP7Oyhbwzi+6//3557LHHTG+iU045xeNx7WukgSQN+OhjGqDSJta6XcvYNFBkOfvss82ye7pvz549ZdeuXeZxDSDR8BoAAAB18V36n5Kdly+D5s0399cPOFhyWrWUv/dK9blSLwAAzTZgpDT7R1cv8ycyMlLS0tIqbS8sLJQvvvhCHn30UdOfSPsMWSujedPHZ8yYEdB4jjvuOHMBAAAA6suunFz5cdNW6f7b79Jy124piI2R1UccLn3apUjX5LJWCQAA1FVIBYxq68knn5TevXvLJ598YhpSAwAAAE7kcrlk1pp0iczKkT4Lyv4QumLIkVKaEC+jepat1AsAQH0gYCQit956a72cTAAAAKAhrdq5W9ZnZErfX36T6IJC2dOurWw4+CAZ3q2TtI6vaI8AAEBdETACAAAAgkBRSYl8sSbd3F45eJAUxUTLzi6dJTkhToaklq3WCwBAfSFgBAAAAASBH9K3yN78AnO7NDJC1gw6zNw+r1eqREVENPHoAAChJrypBwAAAACgartz82T+xq2StHOXhJWUuLf3TEmW3m1bc/oAAPWODCMAAADA4Y2utRQtPCdHhr39keS1SJAFZ54shS2T5MTe3SUsLKyphwgACEEEjBystLRU0tPL6tRVcnKyuQAAAKD5WLEjQ9bs2iOHfr9QogsKJDexheQnJMiQrp0khUbXAACbzMxMc1FFRUUSUYeSZUrSHCwjI0O6d+/uvkybNq2phwQAAIBGlFdUJJ+v3iBtNm+R7r+vNNt+O3aYJMbHytDULrwXAAAPGjewYghr1641cYXaIsPIwVJSUiQtLc19n+wiAACA5uWrtRslLydPjpo919z/45A+ktG5o/z9gO4SHUmjawCAp/Hjx8vYsWPN7dGjR9cpw4iAkYOFh4dLampqUw8DAAAATWDD7r3y69Yd0venxZKYuVfyEuLl96GD5aB2reWgdim8JwCASuytbKKioqQuKEkDAAAAHKawuEQ+WbVeWu7cJb0WLzHbfhs5TCIS4uWk3vs39fAAAM0AGUYAAACAw3y9fqPszs2XhKgoyejUQQpjY2Vrr/3llJ7dJDEmuqmHBwBoBggYAQAAAA7yx+5MSdu8zdzOSW4p359zukQUFUvX5EQ5rHP7ph4eAKCZoCQNAAAAcIj8omL5aMV6CS8qrtgYFiZhsTFy2kE9JCwsrCmHBwBoRggYAQAAAA7xxdoNkpWdI8e8/q70//Z7iSgqMttH9ewqbRLim3p4AIBmhIARAAAA4ADLt++SJVt3Sp/5adIyY7d0XrNOIoqLpXvrlnLEfh2bengAgGaGgBEAAADQxHbn5snHK9dLu42bpdfPZaui/XLcMRKW2EJOpxQNANAECBgBAAAATai4pFTe/X2tyN4sOXzW16Jdijb06yPbeqTK8b1SJTkulvcHANDoCBgBAAAATejr9Rtla+Y+Gfj5bInNzZO9bVrLbyOGSJ92KXJop3a8NwCAJkHACAAAAGgiK7ZnyMJNf0nvtF+k3eYtUhwZKT+dcry0TGrBqmgAgCYV2bQvDwAAADRPf+3Llg9WrDW3s1JaSWFMtCw9ZojktWkt5x/cS2Kj+FUdANB0+FcIAAAAaGTZBYXy5tLVUlRSau5v7dVDdnXuJIXxcXJ8z27SuWUi7wkAoElRkgYAAAA0cpPrt5atltzMfRK/d597uwaLDmrXWo7cryPvBwCgyZFh5GClpaWSnp7uvp+cnGwuAAAACE6lpS55f/la+XP3Xjnqs68keftOWXjaCZLRpZO0bxEvY/r0krAwXScNAICay8zMNBdVVFQkERERUltkGDlYRkaGdO/e3X2ZNm1aUw8JAAAAteRyueTjVetkxfZd8rfZc6X9xs0SUVwsxdFREh8dKef3P1CiI2v/iz0AANOmTXPHENauXWviCrVFhpGDpaSkSFpamvs+2UUAAADBGyyatWaDLNmyQw6Z+4N0W75KXGFhsvjEUZLdoZ1c0u9ASY6LbephAgCC3Pjx42Xs2LHm9ujRo+uUYUTAyMHCw8MlNTW1qYcBAACAOgaLvliTLmmbt0mfBWnS89dlZvvPxx8jW3vtL2MO6iHdWiVxjgEAdWZvZRMVFVWnYxEwAgAAABqwwfVHK9fJsr92ykE/LpIDf/rZbF8ycphs6nOgnNS7u/Tv2I7zDwBwHAJGAAAAQAPIzMuXt5etka37siWstFRa/7XdbF82dLD8MeBgObZHVxnEimgAAIciYAQAAADUo5LSUvl5y3b5ev0mKSwuMdtcERGy8NQTpMOGdNnSu5cMTe0sQ7t34bwDAByLgBHq1Ucr1klhSdkvRrm5uRIfH88ZRiXMDVSF+QHmB4L586OopFS2ZmVLdn6hdFq3Qdqnb5JfRw0XCQuTkugoEywa1bOrHN2tc5OOEwCA6hAwQr1atXO35BUVS0xuroRn7JaY6Gif+2Unt5TimBhzOzovT+L3Zfk9Zk7LJCmKLVs1JCovXxL27fO7b25SkhSWrzASlV8gCXv3+t83MVEK4+PM7ciCQmmRmel337wWLaQgoewX0IjCIkncs8fvvvkJCZLfIsHcDi8qlqTdu/3uWxAfL3mJLcr2LS6RpCqWPCyIi5O8pERzO6ykRFru8r9vYWys5LYsb55ZWirJO3f53zcmRnKTW5bdcbkkecdOv/sWRcdITquWFQ3Vtuu+Lp/7FkdHS3arsmZrquWOXRLmKi37WQoLPeZGcVSUZLdu5b6ftHOXhJeW7eutJCJSstq0rth3V4aElwcpvZWGR8i+tinu+4kZu83yxb64wsNlb9s27vstdu+RyKIi3/uGhcnedm3d9xP2ZEpUYaH4k9m+ojdFQuZeiSoo8L+vHjcszNyO37tPovPz/e6r49Vxq7h9WRKTl+d/3zYp5q/bZt+sLInJ9b/vvpTWUhpZ9s9DbFa2xObm+t03q3UrKSlvpheTkytx2dl+99X5oPPC7JubK3FZvvfV+VHUri2fEc34M6LSvrbPiPyCfGm3bzOfEc34M6Kq3yO8/31pit8jwktKJSVjtxz2+0pJKS9B2566n2zt1UMiwsPk1AN7yIBO9CwCADgfASM0iM6r18mAOT/4fXz+mFNke/eu5nbHdRvksNlz/e678JTjZesBPczt9hs3y6DPZ/vdd9EJx8rmPr3N7ZQtf8lRH33ud99fjx0mG/ofbG632r5Dhr77sd99lw47StYdPsAdoDjmzff97rviqEGy6sjDze0WmXtl5Gvv+t139cBDZfnQwea2/hJd1b7rB/ST30YONbej8wuq3De974Hyy/Ejze3I4uIq993cu6csOnl02R2Xq8p9/9q/m/x4xsnu+8PffF8i/ARrduzXWX4453T3/SHvfiQx+b4DJbs7tJe5F5zlvn/UB59JfHaOz333prSWby49z33/iE++lMQ9voN92S2T5KvLL3LfP3zWN9LKz5fd/Pg4+fyace77f5s9V9ps+cvnvkVRUfLJjVe67w/49nszN/0Flz645Vr3/YO/+1E6r/tD/PnwpqvcX8R0JZ2uK9f43ffTay9zf7Hpnfaz7L90hd99Z115seQllgUTev6yVHr9/Jvffb8ae777y/n+S5e7G7T68u2FZ7sDYrpE9ME/LPS777xzz5CMLp3MbT4j+IzgM6IMnxGh/RlREhEhaw/rL9u6p0pSbLSc26+3dGlZ9lkMAIDTETBCg9C/Jua0SJCw8kyJSo9HRnjsm1v+F3Tf+1ZM05KoyMD3jYyocl/9i7WlNKKafaMr9nVVs2+Rbd/SiPCq942p+CtoaXjV++pf+d3CpOp9y/+SasYrYQHvq6rcN67sL6kWzXzwl91TUP5XV4tmXVl/Zdblhe1zIz+h8r5Wlo23/PJML/t9f1lD3vsWJMT5/fk0O8P7vr99i6MiK/2s/vbVL4N2GuCp6hxXygKpYl+X7dBFmgVS5b7htdw3usp9dd5aNDOgyn3Lsxeq+/9e5wefERXnvzl+RnjjM8L/e9McPyOq+j3C+9+Xpvg9Qj/3c5Jbyu6O7eWP/gebuX1op3ZyfK9UifX69wMAACcLc+m/rHCcvn37muvly5dLMHloXpopSbPKBmJjPL9oAMwNVIfPDjA/EAqfH+FhYdK7bSsZltpFOiYF9ocCNKy9e/dKy5YVZbMA8wOh/vnRt45xBf7MgXp12kE9pKS0LAaZlZ0liS1Iu0ZlzA1UhfkB5geC+fNDE5xaxsZIu4R4ibZlQgEAEGwIGKFeHdSuosHw3r1RQRmFRcNjboD5AT4/wL8vAAA4W0VhOQAAAAAAAEDACAAAAAAAAN7IMAIAAAAAAIAHehg5WGlpqaSnp7vvJycnmwsAAAAAAIC3zMxMc1FFRUUSEVH7BRjIMHKwjIwM6d69u/sybdq0ph4SAAAAAABwKI0bWDGEtWvXmrhCbZFh5GApKSmSlpbmvk92EQAAAAAA8Gf8+PEyduxYc3v06NF1yjAiYORg4eHhkpqa2tTDAAAAAAAAQcDeyiYqKqpOx6IkDQAAAAAAAB7IMEKD6Nu3r2navXLlSs4wmBvgswP824IGx+8eYH6Azw/w70v9IsMIAAAAAAAAHggYAQAAAAAAwAMBoxCTmZkpkydPNtdwzvlwwjicMAYnccr5YBzOxPvizPPhFE45H4zDmXhfnHk+nMIp54NxOBPvizPPh1M0xfkgYBRidPJMmTKF/6kcdj6cMA4njMFJnHI+GIcz8b4483w4hVPOB+NwJt4XZ54Pp3DK+WAczsT74szz4RRNcT4IGAEAAAAAAMADq6Q51KZNm6SoqMis+FET+hw1evRoiYqKkqayfv16cblcNR5/fXPK+XDCOJwwBsXccOb74pRxMD+c+b44ZRzMD2e+L04ZB/PDme+LU8bB/HDm++KUcTA/nPm+OGUc64P4u62OvS7njoCRQyUkJEhOTk6NnxcRESFt27Y1102pR48e4gROOR9OGIcTxqCYG858X5wyDuaHM98Xp4yD+eHM98Up42B+OPN9cco4mB/OfF+cMg7mhzPfF6eMo0cQf7fVYJHGFmorzKWhMgAAAAAAAKAcPYwAAAAAAADggYARAAAAAAAAPBAwAgAAAAAAgAcCRgAAAAAAAPBAwAgAAAAAAAAeCBgBAAAAAADAAwEjAAAAAAAAeCBgBAAAAAAAAA8EjAAAAAAAAOCBgBEAAAAAAAA8EDACAAAAAACABwJGAAAAAAAA8EDACAAAAAAAAB4IGAEAAAAAAMADASMAAAAAAAB4IGAEAAAAAAAADwSMAAAAAAAA4IGAEQAAAAAAADwQMAIAAAAAAIAHAkYAAAAAAADwQMAIAAAAAAAAHggYAQAAAAAAwAMBIwAAAAAAAHggYAQAAAAAAAAPBIwAAAAAAADggYARAAAAAAAAPBAwAgAAAAAAgAcCRgAAAAAAAPBAwAgAAAAAAAAeCBgBAAAAAADAAwEjAAAAAAAAeCBgBAAAAAAAAA8EjAAAAAAAAOCBgBEAAAAAAAA8EDACAAAAAACABwJGAAAAAAAA8EDACAAAAAAAAB4IGAEAAAAAAMADASMAAAAAAAB4IGAEAAAAAAAADwSMAAAAAAAA4IGAEQAAAAAAADwQMAIAAAAAAIAHAkYAAAAAAADwQMAIAAAAAAAAHggYAQAAAAAAwAMBIwAAAAAAAHggYAQAAAAAAAAPBIwAAAAAAADggYARAAAAAAAAPBAwAgAAAAAAgAcCRgAAAAAAAPBAwAgAAAAAAAAeCBgBAAAAAADAAwEjAAAAAAAAeCBgBAAAAAAAAA8EjAAAAAAAAOCBgBEAAAAAAAA8EDACAAAAAACABwJGAAAAAAAA8BDpeRdO0aFDB8nJyZGuXbs29VAAAAAAAECQ2bRpkyQkJMi2bdtq9XwyjBxKg0VFRUU1fl5paans3LnTXDel9evXy7p166SpOeV8OGEcThiDYm44831xyjiYH858X5wyDuaHM98Xp4yD+eHM98Up42B+OPN9cco4mB/OfF+cMo71QfzdVmMKGluoNRccqU+fPuZSUxs2bHDp26rXTUnHfuCBB7qamlPOhxPG4YQxKOaGM98Xp4yD+eHM98Up42B+OPN9cco4mB/OfF+cMg7mhzPfF6eMg/nhzPfFKePoE8TfbWsbV7CQYQQAAAAAAAAPBIwAAAAAAADggYBRNfbt2ye33HKLXHnllXLNNdfICSecID/++KME4tNPP5UjjzxSEhMTZb/99pMJEyZIbm6uNKTk5GSZNGmSuYZzzocTxuGEMTiJU84H43Am3hdnng+ncMr5YBzOxPvizPPhFE45H4zDmXhfnHk+nKIpzkeY1qU12qsFmezsbBkyZIgMHDhQZsyYYbbNnj1bTjnlFPn222/l6KOP9vvcV199VR5//HG57LLLTFfy9957Tz7++GO5/PLL5bnnnqv2tfv27Wuuly9fLsFIx6/NuFauXNnUQ4HDMDfA/ACfH+DfF/D7B5yE308RqvOjbx3jCpH1PJ6Qcs8998jSpUtNppDluOOOM1lD48aNkxUrVkhkZKTPQNO8efNMJpL1+MUXXywDBgyQ999/P6CAEQAAAAAAQFMhw8gPLR1r166d9OjRQ3777TePxx5++GG5/fbb5YMPPpAzzjij0nP//PNPSUpKMhe7c889V37++WezLF+oZxipvXv3SsuWLZt6GHAg5gaYH+DzA/z7An7/gJPw+ylCcX70rWNcgR5GfqSlpUlOTo77BNv169fPXH/++ec+n9ulS5dKwaKSkhJZvHixPPDAA7V6o5oDrY589qffZP7GLU09FAAAAAAAmjVK0vxYtWqVue7YsWOlx6xtgUbp8vLyTMNs7Wd03nnnBfzmaCaSr4BVTV47mKzauVuu+ehrOahta1lxy7imHg4AAAAAAI7nL26gMQWtmqotAkZ+7Nmzx1zHx8dXekybWKuMjIwqT25BQYEpX3v22Wdly5ayrJmdO3eaZtiBZtxocy1/KXFOl5WVVaP9t+zaba4z8/KD4udD480NNC/MDzA/wOcH+PcF/P4BJ8ly+PcXf3GDuq5xRsDIj5iYGHMdFhZW6bHw8PCATr4eQ3sdaWbRF198IXfddZc88cQTMmLECBkzZky1b07Pnj2DPpOoJnWe8ZnZ5lqnejDWh6JmeI/B/EBt8fkB5gf4/EBD4N8XBOv8WOlnBTd/mUeBooeRHx06dHCXk/lqiK1at25d7QmOjo6Wzp07y+WXX26CRhqA+uijj+r0poWqklKXxzUAAAAAAGgaBIz86Nq1q7netm1bpcesbX369KnRyR4wYIAcdNBB1ZayNVcl5Rlb1jUAAAAAAGgaBIz8GDRokCQmJsqKFSsqPbZs2TJzPWrUqBqf8KioKOndu3eNn9cclJTXXVrXAAAAAACgaRAwqqKU7JJLLpElS5bI9u3bPR6bNWuWtG3b1t2HaNGiRTJ37txqT/bWrVtNl/Krr766Pt67kFNanllkXQMAAAAAgKZBwKgKU6dONaVpU6ZMcW+bN2+ezJkzR6ZPny6xsbFmNa8hQ4bIyJEjZfXq1WafTz/91DTEuuGGG9zlZ7rq2tixY2XatGnSq1evhn5fgxIlaQAAAAAAOAOrpFVBm1ovXLhQ7rzzTrnwwgslOTlZ1q1bJ59//rmMHj3a7JOQkCD9+/eXzMxMadeundl24IEHygEHHCDPPfecvPXWW3LMMcfIfvvtZ1ZI08fgG02vAQAAAABwBgJG1Wjfvr08//zz/k9gZKSkpaV5bOvZs6cpU0PNWKVoJS56GAEAAAAA0JQoSYNjWIEiK9MIAAAAAAA0DQJGcAx7oKiUoBEAAAAAAE2GkjQHKy0tlfT0dPd97aGkl+YQMNJso3CJaNLxAAAAAAAQTLS/sl5UUVGRRETU/ns1GUYOpiusde/e3X3RFdaaQw8jRVkaAAAAAAA1o3EDK4awdu1a98rtIZ9hlJWVJUuWLDHL1+sy9S6XS5KSksyJGDBggGlQHUpSUlI8GmqHcnaRKrEHjGy3AQAAAABA9caPHy9jx441t3V197pkGDk+YFRSUiJvvPGGzJw5U+bNm2fu+3PooYfKBRdcIFdddZW0aNFCgl14eLikpqZKc1FSWuoz2wgAAAAAAFTP3somKipK6sLRJWlvvfWW9OjRQy699FL55ptvpLi42ETHWrduLR07dpTOnTubLJzo6GiTbfTLL7/IxIkTpVu3bvLcc8819fBRp5K0iuARAAAAAABoXI7MMMrOzpaLLrpIPvvsM5NCNWHCBPnb3/4mBx54oAkQ+bJ3715Zs2aNLF68WD799FO59tpr5fPPP5fXXntN4uLiGv1nQM1RkgYAAAAAgDM4LmC0c+dOOeaYY6R///6ybt06ky0UiJYtW8rAgQPNRYNF2tzpxhtvlGOPPdZkJxE0CrJV0my3AQAAAABA4wp3WmbRKaecInfeeafJDAo0WORLr1695IsvvpDTTjtNzjnnnHodJxqGvQyNkjQAAAAAAJqOowJGWnp2//33m8bV9eWOO+6Qs846Sx566KF6OyYaoYcRTa8BAAAAAGgyjilJ06bVuvTb4MGD6/3Y48aNMyusIYh6GFGSBgAAAABAk3FMhlFYWFi9BYsmTZpUadvw4cPr5dhopB5GLlZJAwAAAABAmnvAqL7k5ubKE0880dTDQC3Yg0RkGAEAAAAA0HQcU5JWnS1btsjrr78uS5YskYyMDCksLKy0T2lpqaxZs0b27dvXJGNEPfYwsjXABgAAAAAAjSsoAkazZs2Ss88+W/Lz802vo0DK20KBBsDS09Pd95OTk80lVNmzimhhBAAAAABAzWRmZpqLKioqkoiICAnpgNEtt9xigkVDhgyRQw891ARNfAWFdJ8FCxbIDz/8IKFAM6m6d+/u0Ztp8uTJEqroYQQAAAAAQO1NmzZNpkyZ4r7ftm3b0A4Ybdy40fzAd999d7X7aqla+/btJRSkpKRIWlqa+34oZxdVLkmrPpMMAAAAAABUGD9+vFmBXo0ePTr0M4xSU1Pl5JNPDmjf6Oho+fLLLyUUhIeHm5+9WTa9DqD0EAAAAAAAiM9WNlFRURLyq6Rp/6KtW7cGvP/q1asbdDxohJI0ml4DAAAAANBkgiJg9I9//ENeeOEFKS4urnZfbep06623Nsq4UL/sWUVkGAEAAAAA0HSCoiQtKSlJbr75Zhk+fLgcf/zxfvfLycmR7777Tnbv3t2o40ND9DCqKE8DAAAAAACNKygCRsuXL5dLL71UNm3aJAsXLqxyX5fL5XMFNTifPUhE02sAAAAAAJpOUASMrr32WrNSWlxcnPTq1cs0cPIVFNJytPXr18uOHTuaZJyoG0rSAAAAAABwhqAIGC1evFguueQSmT59usTHx1e5b0FBgXTu3LnRxob6U0rTawAAAAAAHCEoml4nJibKTTfdVG2wSMXExMgtt9zSKONCw2UY2WJHAAAAAACgkQVFwGjEiBGyefPmgPe/7rrrGnQ8aBj2vkUlLppeAwAAAADQVIIiYHTPPffIyy+/HPD+Rx11VIOOBw3DHiSi6TUAAAAAAE0nKHoYtWjRQg466CC544475KSTTqpyhbSlS5fK2rVrJRSUlpZKenq6+742+9ZLqCq1laSRYQQAAAAAQM1kZmaai7UwWERERGgHjAYPHuxe+eyRRx6R5iIjI0O6d+/uvj9p0iSZPHmyNIuSNJoYAQAAAABQI9OmTZMpU6a477dt21ZCOmA0atQoee211wLePywsTEJBSkqKpKWlue+HcnaRd9NrAkYAAAAAANTM+PHjZezYseb26NGjQz/D6IQTTjBRsalTp5ryNH8KCgpk3rx5cuqpp0ooCA8Pl9TUVGkuKEkDAAAAAKD27K1soqKi6nCkIAkYHXfccSZQVFWwSMXExJgIGk2vg1NJKU2vAQAAAABwgqBYJa1du3Zy+umnB7z/nDlzGnQ8aIQeRrbyNAAAAAAA0LiCIsPIkp2dLW+//bbMnz9f/vrrL4mMjJQuXbrIkCFD5Mwzz5TY2NimHiLqrYdRRbYRAAAAAABoXEETMPr444/lyiuvlF27drm3uVwu0+D62WeflZtvvlkefvhhGTduXJOOE/XTw8h+GwAAAAAANK6gCBhpidlZZ50lpaWlJkikvYr69u1rsouio6Plzz//lOXLl8sVV1whK1euNIEjBB96GAEAAAAA4AxBETCaNGmSlJSUmJKze++912Qa6ZLzdjk5OfLSSy/JXXfdJcOGDZNTTjmlycaLeihJI8MIAAAAAIAmExRNr3/55RdTevbGG2/IHXfcUSlYpBISEuT666+Xjz76SB599NEmGSfqsem1A3oYbc/KccQ4AAAAAABobEERMEpKSpL27dsHtFLa8OHDJSsrq1HGhfpV6qAMo9/+2iEdH3xGrv3o6yYdBwAAAAAATSEoAkZjxoyRwsLCGq2m5q+0DcGSYdS0AaNVO3eLxqxW7Mho0nEAAAAAANAUgiJgdP/995ssoy+//LLafb/77jtJTU31+djMmTMlmGiT7/T0dPclMzNTQlmJq9Tn7aZQXB6waurAFQAAAAAAgdK4gRVDKCoqMnGFkG56vX79ernvvvtk/Pjx8q9//ctnDyO1e/duufXWW+Wf//ynCRxZ8vPzZd68ebJ582YJJhkZGdK9e3ePDKnJkydLsyhJa+JATXH5/1RNXRoHAAAAAECgpk2bJlOmTHHfb9u2bcDPDcqA0RNPPCGvvfaauX322WdXu/8111wjoUADY2lpae77ycnJEsqcVJJmBYysawAAAAAAnE4TbcaOHWtujx49WiIiIkI7YHTFFVfIq6++Wufj6EprwSQ8PNxveV0osmfzNHlJWkl5hhElaQAAAACAIKGJJlaySVRUVOj3MBo2bJh069ZNFixYIMXFxaYGryYXbZg9e/ZsE4CBc9mXsLeXpzVpSRoZRgAAAACAZigoMozUDTfcIEceeWStnhsZGSnHHnusHH300fU+LoRqD6Pyptf0MAIAAAAANENBk3IzYcIE9+2SkhLZsWOHaXJdE3Pnzm2AkaFhStKaOmBEDyMAAAAAQPMVNAEj9dZbb5nytBYtWkjHjh1Nt+/ExEQ5/vjj5Z133mmQ19y3b5/ccsstcuWVV5pm2ieccIL8+OOP1T7P5XKZ7uS9e/eW6OhoM95rr71W9u7d2yDjDL2m103bw6iotKR8HKySBgAAAABofoIiYKR9i84991y54IILZP78+VJQUGACMnrJyckx/YnOO+88GTFihOzcubPeXjc7O9sEqPR6xowZ8swzz5hMJ30dHUdVJk2aJA899JAMGDDAlMNp4Emff9xxx5kMKVRTkhZAhtF7v6+Rb9dvapBTWVxilaSxShoAAAAAoPkJih5GDz/8sLz77rvufkSnn366DB8+XLp06WKyd/78809ZuHChvPnmmzJy5EizFH1cXFydX/eee+6RpUuXyqeffurepgEf7aU0btw4WbFihRmPt3Xr1smcOXPMdUJCgtm2ceNG00Np0aJF8sknn8gZZ5xR5/GFGntWUXWZPRm5eXLuG59KUky07Ln3hgZsek2GEQAAAACg+QmKDKMXXnhBwsLCZNCgQfLHH3+Y8jNtgq1Bl5NOOkmuuuoqs8+mTZukffv2JrOnrnJzc01WUb9+/Uxgyu7kk0+WtWvXegSS7D744AP53//+5w4WKV3l7bbbbjO3V61aVefxhXwPo2pK0vbmF5iMpMz8ggYpX3MHjGh6DQAAAABohoIiYLR161aJiIgwWUbewRu7Nm3amD5HH374YZ1fU7OUtNytb9++lR7TIJL6/PPPfT5XS+cOOuigStt79eplrjt16lTn8YV8D6NqAjVFJRVBoryi4oZrem17HQAAAAAAmougKEnTQIv2AKoqWGRJSUnxWSamtOeRZioFwsoC0mbV3qxty5cv9/nczp07+9yuK7tpCZ1mRQVi/fr1PgNWVb12yPQwqqYUrNDWB0oDRi1iout1LGQYAQAAAACCgb+4gcYUevToEdoBo5tvvlmuv/56UyYWHx9f5b7aEFuDS74cdthh8ssvvwT0mnv27DHXvl7PKjXLyMiQmvjiiy/kxhtvNJlQgdAAV6mfcqtgWG0tKyurRvsX24NABfmVfkYtP/v7u1/KmQf1kCM6t3dv375nj0SXFEl9ysnLN9faoDwYznWwqencQPPC/ADzA3x+gH9fwO8fcJIsh39/8Rc30JhCXQRFwOiyyy4zTa3//e9/y3333Vflvo8++qicc845PgNJ2v8oUDExMebaV0ZSeHh4jU/+6tWrTd+j559/PuDn9OzZM+gziVq2bBnwvvYpHhkVVem5C7ZtkJ+27JC8EpcM7Znq3h4VG1ej1wlERFSUudYQVn0fG2U4r6gK8wPMD9QWnx9gfoDPDzS3f19WrlxZo8yjkAoYaZCouLhYnnrqKfntt9/8Zujs3r3b9BU699xzTZDJkp+fb3oS1SQq2KFDB3Odl5dX6THNdFKtW7cO6FgarPrnP/8p7733XrUZUs1ZdSVpBSXF7nK0wuKKbKT84obrYcQqaQAAAACA5igoAkaa5fPSSy+Za38rk9m98cYbHtk/+rya9C9SXbt2Ndfbtm2r9Ji1rU+fPtUeR1/3lltukSlTppiV0lD7ptdWo+uC4pJKPYwarOl1A6zABgAAAACA0wVFwGjcuHEyefJk6d+/v0mp0hXTaqKoqEh+/vlnWbNmTcDPGTRokCQmJsqKFSsqPbZs2TJzPWrUqGqPc/vtt8vYsWPdK6vBP3uQqMRHoKawPGBkMowafJW0srGUuAgYAQAAAACan6AIGOmqY0OHDpXPPvus1iVdWkZWk+XsdTWzSy65RJ5++mnZvn27tG9f0WR51qxZ0rZtWxkzZoy5v2jRIsnJyZERI0Z4HOPuu+82K6Jp8Mm7n5E23z7//PNr9bOEKnuQyFcpmJVVVBYwsmUYNWBJmsawapqdBgAAAABAsAuKgJF66KGH6tT/R5/7wAMP1Og5U6dONUEqLSebPn262TZv3jyZM2eOvPnmmxIbG2tW0BoyZIjJYtJGU7179zb73XvvvfLWW2/JunXr5JlnnvHoZ6T9lPw1pWrOPHoYVVOSZt1usAyjEs/gVWQEASMAAAAAQPPhmICRZnFoU+izzz7b5+PeWTo1pQGe66+/vkbP0abWujrbnXfeKRdeeKEkJyebAJA21h49erTZJyEhwZTKZWZmSrt27cy2J554wr2am+7vTTOXkpKS6vTzNM+SNCvDqLTRehhZtyMjylbGAwAAAACgOXBMwEhLfjTr5sknn5QbbrihXo+tAZ/aLoGnpWjPP/+838cjIyNNxpDdTTfdZC6o36bXTVGS5m8sAAAAAACEMscEjKzAzoknnigbN26UBx98sMbNrb1lZ2fLVVddZa4/+uijehsnGoa9wXRVPYy0dC3XllWU34BNr8vGQuNrAAAAAEDz4qg6Gw0QaVma9gnSErTvvvuuVscpKSmRV155xayotmvXLnn77bdpWhxkPYzsty32vkXZhYXu22QYAQAAAAAQwhlGSpeynzt3rpx33nlyzDHHmKDPKaecIocffrj06tXLrHSm++gqZhoYys/PN0GhLVu2yO+//y4//vij6TGUkZEh1113nTz66KOmbAzOpj2s7DEiX8vZa+8iS3ZBUaP1MCLDCAAAAADQ3DgykqIrmn388cfywgsvyF133WXK0wJd1lwDDwMHDpT3339fjj76aAlmpaWlkp6e7r6vTbf1Eoq8S9CqKklTWQWFjdj0mh5GAAAAAADn0wW59KJ0Nfe6tPpxVEmat8suu8wETHRZ+hEjRpgftCwTpfKlbdu2Mm7cOJOd9NNPPwV9sEhpllT37t3dl2nTpkmo8i5B8xUw8ixJI8MIAAAAAAA7jRtYMYS1a9eauEJIZRjZxcTEmMbVeiksLDQrqW3atEmysrJMqVnr1q2ld+/est9++0moSUlJ8ViBLVSzi3yVoPkuSavIMMqxB4waZJW0qldsAwAAAADAacaPHy9jx441t0ePHl2nDCPHB4zstG9R//79zaU5CA8Pl9TUVGkOalySZm963eA9jAgYAQAAAACcz97KJioqqk7HcnRJGpoP7yweX1k9TdX02n4bAAAAAIDmgIARHKFyD6PKQZoiW4ZRti3DKL+4Ynt9KbYFp3QspWQZAQAAAACaEQJGcATvAFF1GUZZjZhhlFNULL0fe0H+/sYn9f46AAAAAAA4UVD1MELoqmkPI3uGUV5xRfCoIZper9m1W9ZlZMqunLx6fx0AAAAAAJyIDCM4siTN+37lgFHjZRgVlJe80csIAAAAANBcEDCCM5te++xhZGt63YirpFk9kuxZRwAAAAAAhDICRnBmSVo1GUb2h/OK6z9gZA9O5ZcfnwwjAAAAAEBzQcAIjlDiKg2gh5Hv5e0bsyTN5SOQBQAAAABAqHFU0+uRI0fWy3HCwsLkm2++qZdjoXF49yzyDiCpIluGkZ1VMtZwJWkVASkNZEVGhNX76wEAAAAA4CSOChjNnTu33gJGoaC0tFTS09Pd95OTk82l+a6S1rQZRtb2yAgS8wAAAAAAzpOZmWkuqqioSCIiImp9rHCnBUjq41LiJxMl2GRkZEj37t3dl2nTpkmoqmkPIzsN4hT7CSbVlr3BtT2DiT5GAAAAAACn0riBFUNYu3atiSuERIYRPKWkpEhaWpr7fqhmF/nuYVQacMDIanydGBHd4CVpRT7GBQAAAACAE4wfP17Gjh1rbo8ePbpOGUYhGTD6v//7P7nxxhsl2IWHh0tqaqo0yx5GPkrS7CuX+SpLS4ypn4BRaanLYzweJWn1nMkEAAAAAEB9sbeyiYqKqtOxHFWSVh90FasHHnigqYeBRixJq+8+Rt7ZTvYMI0rSAAAAAADNgWMyjPLy8uSRRx6p0zG0odOiRYtk586d9TYuNA7vAJF3xlFVTa9VXlFRvY3FOyhEDyMAAAAAQHPjmIBRXFycvPzyy7Jhw4Y6ZxiFyippzUnlkrSa9zBqiIbXlVdJqxzIAgAAAAAg1DgmYKROP/10eeyxx6Rv377Spk2bWmUp/f777+YawcUKEEVFhJteRb5K0qrqYWTPAqr/DCN70+vQWIEPAAAAAICgCRgdf/zxsm/fPpkxY0atj7F+/XoTcEJw9jCKjogoCxh5ZfJoI2pf/YMSoqMkp7CoXnsYeTe29mx6XXWGERluAAAAAIBQ4Kim10OHDpXevXvX6Rg9evQwgScEFyujKCo83GfjaX+ZPUnlK6PVa8CotHZNr1/6+Xfp8K9nZNGf2+ptLAAAAAAASHMPGGkfo4kTJ9b6+du3b5epU6fK+++/X6/jQuP1MNIMI6V3NVununK0lrExjRAwKgkoYPTFmnTZkZMr8zZsrrexAAAAAAAgzT1gVFft27eXp59+Wm677bamHgpq2cMoOrJiStrL0vw1vHYHjBqp6XVRFQEjK5iUX0SfIwAAAABAcHNUD6OqbNmyRWbOnCmbN2+WwsJCj+wTVVJSIqtWrTJZRs8//7z897//lWBXWloq6enp7vvJycnmEsolaVaGUdm2Uoksj2kW+s0wck5JmhVMsu8PAAAAAEBjyczMNBdVVFQkEbbv2CEZMNJAkPY32r17t3ubd8AoLCzMfbtXr14SCjIyMqR79+7u+5MmTZLJkydLKJekWT2MAs4wimn4kjTPptcBZBgRMAIAAAAANIFp06bJlClT3Pfbtm0b2gGju+66y6yedtxxx0nHjh1l06ZNZnvXrl3d+2hm0cKFC+Xuu++WsWPHSihISUmRtLQ09/1QzS7yWCUt0p5hVHUPo4jwMLNKWn0HaWqdYVQ+xvoMXgEAAAAAEKjx48e7YyKjR48O/Qyj+fPny7x58+TII4809/fs2SMPPPCA/Oc///HY75VXXpEvvvhCbr31VgkF4eHhkpqaKs2BtSqaPcPIyjryl2Gk5WtxUZGN2vQ6oB5Gtv0BAAAAAGgs9lY2UVFlCRYh3fS6Q4cO7mCRatWqleTn53uUqKmLL75YvvzyS5kxY0YTjBL1kWEUZe9hZAvOVBswasCm1/bXDiTDiJI0AAAAAECwC4qAUWxsrGnWZHfllVfKxIkTK+2r6Vb/93//14ijQ2P0MPJVkhYdES5xkWUBo9xCz/lRF1UFhQJ5jAwjAAAAAECwC4qStAEDBsg555wjRx11lMTFxcmNN94o/fv3l127dsnll18ut9xyi0m5euqpp2Tnzp2Sk5PT1ENGDVnBocjwcNH+5Ro/svcw8pVhpNlIVg+jHK+AYl1U2di6xOX/MZpeAwAAAABCRFAEjLQnkQaNPvnkE3P/8MMPl8GDB5seRnr7pZde8lgtrWfPnk04WtSGFRzSRtYRYeFS7Cr1KknznWHkDhg5IMPI6m/kq59SVkGhtIiO8ljNDwAAAAAApwqKkrQDDjhAPv74Yxk0aJCMHDlSDj74YPf2Dz/8UFq3bi0ul8tcEhIS5JFHHmnqIaOWJWkmYBReFlTxlWFkj7doD6OKgFFZkGZ7Vo6Ulmcrfbxynfz2144avxeBBIV8Ps9PD6M1u3ZLm/uny7UffV3jsQAAAAAA0BSCIsNIjRo1yly8aQBp06ZNMmfOHCkuLpYjjjhC2rdv3yRjRO1Z2UThYZphFOa3h1FCVJRkl2cTmYBRVEWG0aI/t8kRT78m1x0xQCYOPVxOf+Uj6d2mlay69bI6Nb2uaTDJu4fR79syTMBLxwcAAAAAQDAImoBRVbSv0UknnWRuezfHRpCVpIWFS0R54+sSV+VV0lrERNsCRraStKIiWbptp+l9tHx7huzKyTPb/8rKafym114ladbYfZWqAQAAAADgREFRklYT11xzTVMPAbVgZROV9TDyzDDSEjN3wKg8QFS5JK1IsgvKAkm6r7W/BpK0VLEmqgwKVdEQ28qC8s4wcgeMvErVAAAAAABwqqDIMHr55Zer3ae0tFR+//13eeWVV+TBBx+Utm3bNsrYUM89jMJsPYxKXbJg4xY5aeYH0r9D22oDRtpY2grQWMEbPYbejo6MaPgeRlbTa6/AEBlGAAAAAIBgExQBo7Fjx9ZodakXX3xRbrvtNgl2GgRLT093309OTjaXUO9hpBcriPR9+hbZm18g36X/abYlxkS7nxMdGe7Rwyi70AoYlbqDNOaxoiK/AaNftmyXl35ZLpOOHSwp8XFmmxVsqnEwqcRfSVrZ9lxK0gAAAAAADSgzM9NcrJY9ERGBJ08EZcBIRUZGmmbW/n7YXbt2SadOnaRPnz7y119/SSjIyMiQ7t27u+9PmjRJJk+eLCHdw8isklbRw6jAq7zLyiiqlGFUVJFhVGRK0ioCO7mFRdIqLtZ9/4f0P2Xh5r/k1qMPl0e+XyRvLl0t/Tq0kSsHHlI/PYz8laQRMAIAAAAANKBp06bJlClT3PfrUn0VGSxNrdevXy8dOnTwu09ubq78/e9/lzPPPFMuvvhiCQUpKSmSlpbmvh+q2UUePYy06bWth5H3EvUtoqN9Bow0GLOvwH+Gkd2Nn3wrS/7aKUNTu0hWed8jK9hUfVCo+hXUdMzaN8nKirPGoo9rD6TIiJBrHQYAAAAAcIDx48ebKi01evTo0M8wGjhwYJXBIhUfHy9PPPGE9O7dW7p27SrDhw+XYBceHi6pqanSnHoYhZsMo/KAkcslBbbAj4qLijSPazApKrxilTS1Iye3Ug8jlVvoGXTak1dgrjPzCtwBKXtWUJVBoaqaXtsCTTqGmMiy/70Kiyu2a3+jxIiKoBcAAAAAAPXF3somqryFS20FRarD3LlzA9pPy7c03eree+9t8DGhfmn5mbvpdVh5SVppaaV+QNER4SazyNyOjJC48qCM2paV6w7cVJVhZJWGFZQUu0veCmyZTHVtem1/DWUfC2VpAAAAAIBgEBQBo0Dt2bPHXH755ZemHgpqW5LmlWHk3Q8oKjyiImAUEW4ykuKjyoJG27NzzHVhcYlnwKjQM2DkzioqKnFnMNl7JdWmh5GWoFk/Q9lrVBzPPpZcr+AVAAAAAABOFBQlad999121+2zfvl0efvhhyc/Pl169ejXKuFA/NNhilaR59zDyLkkryzAqi3NagSMtS9MVyHbm5PkuSfMK0ljBHD22FTyyv05tAkbe2+29l+wNuMkwAgAAAAAEg6AIGI0YMcLdQLi6wIO65pprxEk2bNhgVjebOXNmUw/FcZZv3yXDZ7zlDvCEh9lWSfNVkhYZITGREZUCRhossoJOlUrSbD2MSktd7sc0qFNRkla3gJE9QGWOTUkaAAAAACCIBUXAyB4M8kebOfXo0UOuu+46uf766+vtdfft22eWs8/OzjbdxdPT0839wYMHV/vcnTt3yv333y/PPPOMFBYWEjDyQZe3z8jNd9/3LknzzjDSRtf2kjSV4NXISwNChX4yjLRvkft2cYk7UGTPCKqq6bV3YMh/hpHvkjRteg0AAAAAgNMFRcAoOjpavvnmGznyyCPrtCRcTWmQaNiwYWaVthkzZphts2fPNhlP3377rRx99NFVPn/FihUydepUmTVrlqxdu7aRRh1ctN+QnZajaZaR0owheyBHabCoImBUkWFkp7FFe+mXvYeRPZCjwSJ3SVpxick++vWvHVWWjfnNMPLabg8MUZIGAAAAAAg2QREwuuqqq6oNzjSEe+65R5YuXSqffvqpe9txxx1nAlfjxo0zAaFI2ypd3oYPH26uO3XqRMDID3swxV2SZu9h5BVQ8lWSFu9jqUD7ymja38hXqZh3SdoLPy+TKz+Y7c5w0tfxfn2/PYyqKEkrouk1AAAAACDIBMUqaU888UTA+z7yyCNSWkUPmkDl5uaarKJ+/fpJly5dPB47+eSTTQDIHkhC7djLtZT2L3L3MHKVVlolrazpdXnAKNJ3hpHKLij0mWFkz/wxJWnWKmklJbJ+996y1y0vSYvxkc3mr1ytqMqSNJpeAwAAAACCS1AEjAKVmZkpn3zyiSxYsKDOx0pLS5OcnBzp27dvpcc0iKQ+//zzOr9Oc1c5YOSZYeRdkhYVHmFbJa28h1F0ZDUZRraStKKK19Nj20vSvF/LymSq+yppth5GVZS7AQAAAADgFI4pSdNG0toguj5oz6AhQ4bU6RirVq0y1x07dqz0mLVt+fLl0pDWr1/vM2DVGK/dZAEjs0paFSVpEeESExHpDh75yzCyZxV59jCqCNhkFxaZfkfWdu9gTqyPckOrvGzjnn1ywVufycShh8uYvr0IGAEAAAAAmoS/uIHGFHRxsKAPGJ111lly33331cuxPvvsM3nggQfqdIw9e/aY6/j4+EqPJSQkmOuMjAxp6JXh/JXX7d1bVj7lZFlZWdXvk5vncb+osFBc5T9zVk625NqCPaq4sFDCXWWPlxQVmPMQ6WMFvcyciuNm5uS6z9euzIrztisr2307t6BQ9nmNJao8cGWXV1BojvXU/J9lwaat8uj3i2Rkl3ay23ZclbEvy/2aemzL7qzsoHjvnDA30HwxP8D8AJ8f4N8X8PsHnCTL4d9f/MUNqlttPmgCRocccojst99+psH1UUcdJeHlfWzUrl27TJPpa665Ro455hifQRy1cuVKef755+X111+v83hiYmLMdVh5eZSdNba6nvzq9OzZM+gziVq2bFnl42FeWTzxcXESU97EOiY2rlJvoOTEFpKa0kpkw5/Ss31bc/zWLcoCeHYFtvemSMLc44jcVRGsybP1I9LcohKv9zrORzPtsIgIc6wlO3ab+xsys8z9uLyKoJAKj4p2v2apVBzXFRFZ7TlpLjgPYH6Azw/w7wv4/QNOwu+nCNb5sXLlyhplHgVdwEideOKJcscdd0iEV7Ph6667Tp577jk599xzq3y+rkqmkb+3335b7rrrrjqNpUOHDuY6L88z68RqiK1at25dp9eASGFxFSVpLu1h5Pl4VHi4/Oek4XLeIb1lxP771akkbW9+gfu2lr55l6T562FUWuqSnzb/Ze5v2VeWBVVUEmAPI68+SQAAAAAAOJGjml4//vjjlYJF6scff6w2WGQZOXKkvPLKK3UeS9euXc31tm3bKj1mbevTp0+dX6e5s68gVtH0unyVtFJdJc0zwKIrpLWMjZFje3Zzr6bmc5W0wuqbXu/NL/RqgF0SQA+jUlm5M0P22crM1mVk+uhhZF8ljabXAAAAAIDg4qiAkVUG5q0mpV8azNm4cWOdxzJo0CBJTEyUFStWVHps2bJl5nrUqFF1fp3mzrvpdbgtw0iDMN5Nr6PKV0azS4hq3AyjHzdt9di2NmNPpdK5fNux7EExVkkDAAAAAAQDRwWMqqoVnD17drX7FRUVmZXW6qO2MDo6Wi655BJZsmSJbN++vdIqbG3btpUxY8aY+4sWLZK5c+fW+TWbo0qrpIWHmaCR8s748bV/ICVpubbgjb0kzJ4lZAJGxYEFjBaWl6PZA0bFXplS9mNRkgYAAAAACDZBETAaP368nHnmmfLYY4/5XWFq3rx5pll2WlpavWX+TJ061ZSmTZkyxeN15syZI9OnT5fY2FgzniFDhphSuNWrV/s8zo4dO/z2QwplW7NyZPGflUv6qixJCws3fYy8S8ksWbYgj6W6kjSPDKMiPxlGJSUej6mYCH8ZRmUBo8M6tzfXa3dlVpNhVBHk8l71DQAAAAAAJ3JU02t/NJNHV0ibMGGC3HPPPabTd5cuXcxqabq0vZUFpKVrSUlJMnny5Hp5XW1qvXDhQrnzzjvlwgsvlOTkZFm3bp18/vnnMnr0aLNPQkKC9O/fXzIzM6Vdu3Yez//yyy/l/fffd3csv/jii+WUU06RsWPHSnNw0Qdfyy9/7ZQnTx0p1w8+tAYlaWVxzNzCyg2ivXsF+QsYeQRpbMEbe9ZSqa3U0VeGkb8eRqt2lq2Qdm6/A+TnLdvLMoyq7GFkK0mj6TUAAAAAIAgERcBIPfLII3LggQfKbbfdZkrA9KJL3tv7G2k20JtvvmmWo68v7du3l+eff97v45GRkSaryZfjjz/eXJ599llpjjRYpG745FsZ0KmdHN2tc0AlaVaGUU55hpGWhk0Ycrh8sWaDnHfIgQEFjOz89TCy04CPfT/rdX0dywo0Hd65bCW9tT6bXtsyjGzBI3oYAQAAAACCQdAEjNTll18uF1xwgbz33nvy/fffy59//imlpaXSuXNnOeaYY+Tss8/22zgbjS8xOkqyyoMw985eIN9ccU6lfQqLvUvSKppeWwEcLQ17YPQQc/HFV9Nrj9coKTE9hiIjwn32RfK1apq/gJG979EhHdqY621ZObI7N99jP1ZJAwAAAAAEs6AKGKm4uDi56KKLzAXOZi/F2rIvy88+3hlG4RUlaeUZRr5Kw2qSYWQdKykixm+GkfJ+zFcPIytgpEGtNgnx0jYhTnbm5MnK8jI1X5lElKQBAAAAAIJNUDS9rqnTTjutqYfQ7GmpoDaStuzJq2gwXW0PozCvDCMfmT41DRhZx/JubF2V2KjKgarswrKAUXx5VlPnpBbmeuu+bJ/BJz0PNL0GAAAAAASboMswqo6uVPbVV19JKNByu/T0dPd9bbqtl2CgTaTtMvMLTPBE+05V18Moujyzx8rmqUmGUVREuGlM7c1qfF2TptO+XtdqmRVX/lhceVDJviqbPWDk3duIptcAAAAAgIaiC3LpRRUVFUmEj8qZoMww0sbWhxxyiLz++use26+66irZf//9q71oLyNdQU1PSijQFeC6d+/uvkybNk2ChT27yAoM+Wr4bC/XUppdlBQbbW7vyM4NLMPI1sOodVxs1RlGVfQw8uarJM1iBYqsoFKWrVTN/jrePx9NrwEAAAAADUXjBlYMYe3atSauEBIZRvfdd5/k5OTIQw89ZJpbW44++mh57rnnAj6OdxZLsEpJSfFYgS1Ysou8S7+0zExXFtMso3iv8jFfJWktyxuX78gpCxjFVhMw0mbWmpWkx9KA0fbyQJOd1Q+pJiVpVQWqvANGVqlaYnS0+TmtwFCR189HwAgAAAAA0FDGjx8vY8eONbdHjx5dpwwjRwWM7r33Xpk5c6bceuutHtvPPPNMueaaa+Tqq682GUj+fuD8/HxZsGCBvPrqqxIKwsPDJTU1VYKRlWGkAZWE6EjJyM2XzLwC6VTe86eqptcVGUZ5AWUYqV4pybJud6b0SEn2aECtsUMtI6tVhlEVrxvvDhiV7ZNVUHb8xJiygJFVklYpw6i42GdpHgAAAAAAdWVvZRNVzYriQRUwmjhxorl4S0xMlDPOOCOgkiwNKn3zzTcNNEIEygqYaNClVVysCRjtyfdcet5XQMVkGMXGeASTquthpOZcca7sLSiQh+Yt8tiu2UoawMmxMozq2MOougyjFuUZVBUlaZ4BqpJSl+mxFB1AEAwAAAAAgKbiqB5GVbntttukOMAv+7fcckuDjwdVyy+ygj0RklweANIMI2+FXhk/WjpmlaRZAskwatsiXnqmtJLoCM8pnRxXdqzcwuIaB4zsrxsZHu47YBRVtk+2LcPIvE55SZoVMLI/n8bXAAAAAACnC5qA0aGHHiqRAWSaqAkTJjT4eBBYSZqVYaT25PnKMPIMGGngpWV5SZolkAwji3fmjhWsqsgwql3Ta+8+StYqae6m1+4Mo/KAkVWSVv56GkiyqtDoYwQAAAAAcLqgCRj5s3r1ajnnnHPM6minnXaaLFmypKmHBFuGjQZU3BlG+QXVlqRpaZdVkmaprum1XZRXJlBybFmwKre8h1F1wZo28XHu29pI21/QKr68FtTKQipwB4aiPHoVWT+fZj5ZQSYCRgAAAAAApwuKgFHr1q3NRRteP/jgg+7tmzZtkqFDh8r7778vK1eulE8//VSGDBlC0MhhTa+tsjDvDKOygIpnxo82p7aaXtekJM1XkEdZr70xc19AJWkdEhPct4tLSyuVoHnf9w4kJZdnU2mj7ezCIvfPp+OynkPACAAAAADgdEERMMrMzDQrpS1evFjuuOMO9/Zx48bJrl27pH///iZgtHv3brnsssvk9ttvb9LxonLTa18ZRvaAjEX39e5hVKOSNK+A0bDULub6vz/8LM8tWlptSVpKfNlYvYNL/gNGnq/XKi7GnaW0LmOPz4CR9mkCAAAAAMDJHLVKmj8tWrSQp556SqLL+8OoV199VebMmSOxsbHy3nvvSffu3c32xx57THr06NGEo4W/ptfeGUb2crRXzjlRvlq3UW4YfKhEeC05X5MMoyivptfXHznAZBc9vuAXueGTbyVMql7O3h4Y6t6qpc/t9vvewSxtbt27bSvZtTFP1uzaI+1bJLhL0sLDogIqiwMAAAAAoKkFRYZRz549JcaWdbJ3716ZOHGihIWFyY033ugOFqmIiAiJj49vopGiqqbX3quk2cvR/n5Ib3n5nBMlITpKYqMiq+wfVJMMIw0gPXbyCDMG7TNkZQ1Zq5l509dafP1F8t4Fp8mATu2q7WHkM2DUprW5vXqnLcMo0laSVoOV2gAAAAAAaApBkWGkQSAtN9M+Rtr35qqrrpIdO3ZIamqqTJo0yWPfPXv2yIYNGyQUlJaWSnp6uvt+cnKyuQQDKzBjb3q9xztgVF4epglF3svWJ8VEy67cvEqrlVVHM3kqbkeYoKLqnNTCI8NJV2LLKihb2Uxf2yqP08bUh3Vuby5Wo2yfq6T5KUnTptsHtGllbq/etVv+1rmdeyxW5hQZRgAAAACAhmrpoxdVVFRk4ikhnWF03nnnyVFHHWV6E40YMULeeecdSUhIkNdee80jmyg/P1+uuOIKKSxf4jzYZWRkmOwp6zJt2jQJFtaqYRowquhh5F2SVlIpsGOxr5QWG1W7ptf28rROSRXNrO2rp5W9VrTP17IHsbzL4qwVzzQbyldJmtKStMJi2ypp9DACAAAAADQgjRtYMYS1a9eauEJIZxjdfPPNsmbNGvODa4TsoIMOkhkzZsjgwYPd+2im0cyZM83Kad7Bh2CVkpIiaWlp7vvBkl3k3fS6YpW0Avkh/U8TQOrbvo1tyfnKASF7ECcmIvBpag8S2Y/bKbGF3+MnxcRIRm6+RyBIRYRXzKOo8AjPTCR/GUYR4XJASnlJ2q49UlBS7B6LltupXHoYAQAAAAAawPjx42Xs2LHm9ujRo+uUYRQUAaPIyEh59tln5fHHH5ecnBwTSPF23XXXmUsoCQ8PN2V3wchajUwDKrpymNLm0yOee1s6tEiQP++42pZhVDnRzSPDqAZNr+1BIvtxOyW18Ht8e/DI3tw63BZ41ECQXqyAUXwVTa97pLQ0z9WSt817s9zjalEeMLJK4QAAAAAAqE/2VjZR5b13QzpgZNEV0fTiS/v27Rt9PPCvwMowitBV0ires5JSl2zZl236F9lL0rzZAzo1WSXNb0laYoLH8eyBHs0wsti3a6aaBn5KXS4TCLKXqPlbJU1fMyYyUlJbJckfu/fKsm27yscV7m60TcAIAAAAAOB0QdHDyKINrxcvXixffvmlx/Z//OMf8thjj4VM76JQ4M4wiqpoem23Oy+/ypI0bXpdm1XS/Jak2TKM9Hj2rCV/GUbKChJFhof5CRh5jt3ax1opbdl2K2AU4Q4YZduaaQMAAAAA4ERBEzCaPXu2HHDAAXLEEUfIlVde6fHYQw89JFu3bpUBAwbIunXrmmyM8N30WpeUt0q4LBm5eQFnGNUkYORZklZxu6Mtw0iDPPaspapey+pjFBWhPYwqStTiy1P7vJte6yppyloprSLDiJI0AAAAAEDwCIqStF9++UVOPfVUvxlE2uvnkUcekZ07d8oxxxwjv/32m7RuXZbhgSZuel0etLEyjizaZLqkvB9QdT2MalaSFu5nlTTvDCN7SZr/DKOI8j5GGizSoFG1GUblr6klaUrL2cy4IisyjChJAwAAAAA4XVBkGE2dOlVKS0vlzDPPlCeffNJn02t15513ypYtW+Tf//53o48R/krSIjwCJ54ZRuUBIx8BIY+l7mvd9Lritjbath/PHoRKsgWnKgWMyjOGylZJq8gwslZTq9TDqHz/tgnxlbYnRhMwAgAAAAAEh6AIGM2fP18+++wzeffdd81KaHFxcT7305I1XVHtww8/bPQxwl/Ta99JbNWVpNkbUdckw8izh5HtdmSEtE2IcweF7IGeqoJTVpDIfw8j3z2PrNeyj6WFnx5GmzP3ydBn35S3l64O+OcEAAAAAECae8CoTZs2ctxxx1W73759+6S4uFg2b97cKONCABlG5QGYKwf2M9cp8bHukrSKgJGvkrTaNb32WCUt3DP4Y5Wl6fGsUjnzWrbgVOWSNKvptecqaVZPJu8AkxWwqhQwMiVpUT5L0j5bvUF+2LhFnlq4JOCfEwAAAAAAae4Bo86dOwe030svvWSuk5LK+sfAAU2vywMrT556rKwcP1YuPrSPbZW0wJpex9S2JC3Sc3p3SqwIGFmlct4laf6bXnsGjKzAkvfYIv2UpJlV0vyUpO3KyTPXm/dmBfxzAgAAAAAgzT1gNGzYMHn11Ver3Oejjz6Sf/7znxIWFmb2h7OaXmuGzYHtUiSlvJzQo4dRPa6S5lmS5p1hVNbHSINF9lI5j6bXfgJGGgiyHzvOWiUt4JK0iqbX3iVpGXllAaM/92VJaalnrycAAAAAAJpCUKySNnHiRDnyyCPl+++/l7PPPlsKCgrkjz/+kL1798qqVavktddek1mzZonL5ZLo6Gi5++67JRRoo+/09HT3/eTkZHMJpoCRPZOnRiVptexh5FmSVkWGUfkxNcBjL0PzV5KmK6R5ZBiVB4q8x2YFlWIiI02AyMomMj2Mon2XpO3OzTfXRSWlsj07RzraVnQDAAAAACBQmZmZ5qKKiookwkeCRkgFjOLj42X27Nly0UUXyfHHH2+29erVy/24BopU69atZebMmTJgwAAJBRkZGdK9e3f3/UmTJsnkyZMlmErSvJtep8TbMoyKq2h6XeseRv4zjA7p0Na95L0V6NHAkb0Pkb+MIXvTa31ueHnmkWa06X3r57UHlTTLqCJgVJFhlFVYaOasPrfsXJQFjNSmvVkEjAAAAAAAtTJt2jSZMmWK+37btmXfg0M2YKTat29vgkbffPONWS3t119/ld27d0tMTIykpqbKscceK5dccokJGoWKlJQUSUtLc98PluwiX02vfWcYlZek+cggSq5iqfuqaCaQxfu4Z/btJWnXXSj92reR95evNds02KPZQP5eq6KHkWYYhfksW9MgkxUwsmc1tUuIlz92760UMCopdZn9rf5OGjyzbM7MkiP26xjwzwsAAAAAgGX8+PEyduxYc3v06NGhn2GkZWeffvqp+WE1MKSX5iA8PNwEw0Kh6bV3hpFn0+vKJWm6BP19o46W4tJSd6Cl5hlGnsfVrKCBXTqY21aGUYzXimneAa6I8iwge4aRd1BJn1MWFhKJtL2mvY+RjiWhvCRNaeZRRcDInmG0L+CfFQAAAAAAO3srm6jy3rshHTA64YQTZPPmzfL+++/LggULmno4qEXTa0trd4ZRnjuo5KskTd098sgan2vPHkb+I6n2kjR7H6LKGUbhlZpeVw4YVdy3ZxjZV0rTbCc9VnxUpOQWFZuytLYSXynDaFNmluzLL6iU+QQAAAAAQGMKilXS8vPLMjCuvfbagPbPzc1t4BEh4KbXkb4zjLTBs2YZVRUwqg37sXxlLlniyyOtWl7mGTDyjMBaZWgaCLIyjKzn+spK8u5h5D0udx+j8t5GJaWlsqd8fqsfNm6R/R76n5zy8gcB/8wAAAAAADTLgNFdd91l+vlcfPHFAe1/+OGHN/iYEGDTa68SL82wsbb9lZVdbWCnpqwsIHPcKlZXG9y1o4zp01NuHXKYR0+iSiVptgwjvyVptvv21/fIMCrf3iK6LGCUXVhkrjPzC6S8Z7vx85btsq+gUL5et0mWbdsZ+A8OAAAAAEA9CoqalxtvvFEiIyPlH//4h/z73/82t/3ZsGGD/PHHH406PgTe9FpXBtMso637suWvrJx6zzDS42tgR3sf2cvDvGkm0fsXnW5u64pl4w7rK63jYt0BIu8eRhoIcgeMfDS9DjzDKMojw8hejuZt5i/L5T8njQjo5wYAAAAAoNkFjG666SbZtm2brFy5Ul5//XXp0aOHz/3y8vLMPkVFZdkbaBpaZqUBG19Nr62V0hoqYFR2vLKAUaDH1SDTC2ed4PMxa5U008OoiqbX1WcY+S5Jsxpet4yNkb35BR7HfXXJSnnw+GEejbQBAAAAAGgMQREwSkpKkieffNJ9/6+//qo2AICmL0fz1fRapcSVZd64A0ZVlI7VRpS+ZlFxvQSiIn2UpGlZXU0zjKxAkhUwskrSrAyjninJsnJHhmmIPahLB/lj917Znp0rs9dtlBN7d6/zzwEAAAAAQMgFjK688kp58MEH5YILLpDu3bub5eZ90cyi+fPny3fffdfoY0Tlhte+ml7bV0rLKQ+a1GcPI/vx7Nk+tZUQHeUO9FiZPlVmGPlZJc3a3qL8eN4ZRpp11TU5SVbt3C3n9ustK3ZkyAs//y4LNm11B4ye/ek3eWPpKkmKiZbrjzxUjj8gtc4/HwAAAAAAQRsw6tatm1x44YUyc+bMgFZIa9euXaOMC1VnGIVrPyEfQRsNjtjVf0laRL0dd+qoo+Xwzh1kdK9u8tHKdX4CRtVnGFk9nSqXpOW5s640UPTu72tk7GF9ZcaipWb7xsx95lrL1cZ/NtcdjPtq3UZZfN1FcnCHNnX+GQEAAAAA8BY0zVEmTpwY0H7x8fHy4osvNvh4UPOG15b2LRIaKWBU9+k9sEsHue+4o02T7IqStLIsoepWSYsvzyZSVn+iyiVpFRlGlx/eT2aNPcs0Be+WnGS2b9xTFjB6e9lqEyw6oE0rObZHVxOUu+DtzyS/qCKbCwAAAACAZhcw6tevX8D7nnPOORIKSktLJT093X3JzMyUYFBQngXjq3+RSm1VFgyx1HdJmhW0Mb2M6vO4ATS9tmcYqY6JZcGxYd27mOsW0X4yjOIrspGUFTBKz9xrrl/6ebm5vuLwfvLauSeZ7KVl23aZEjVrpbdzX/9Ejpj+muTR9B0AAAAAmqXMzEx3DEHb9mhcISRK0i677LJ6OY42vX7++ecl2GVkZJieTZZJkybJ5MmTJVgyjGL8ZBh1b9UyaDKM7A5uX1b+dUiHth7b7YEx74DRugmXm+yijkktzP3EGP89jOxSy8/Rln3ZsmpHhullpCV+Fw04SNonJsiVAw+Rf839Sb5P/1PGHXawefyd39eY5yz+c7sMLQ9QAQAAAACaj2nTpsmUKVPc99u29fz+GrQBo5deeqlejhMqAaOUlBRJS0tz309OTpZgkF9NhlHDB4zCG+S41x45QM7s28sEbAIpSbPK0uylaYkBZhh1aJFgxl9YUiJP/Pir2XZcz27uwNPgrh3N9YKNW831Uz8ucT932fZdBIwAAAAAoBkaP368jB071twePXq0RNThe7GjAkYbNmxo6iE4iq4Gl5qaGrRNr2P8ZPjs1zJRIsLDpKTUZe5HR9Z3SVpEva2S5s07WFRdSZq3Fn57GHkGjMLDw8x5Wr87U977fa07YGQ5cr+ygNHqXXtk+fZd7uwi9fv2XbX62QAAAAAAwS05OdmdbBLl1X83qANGuhoagl9FSZrv6aUrp2kwJL28oXN9ZwId36ubrM/INKubNQZrlTQNgml2W1Uql6Tl+SxJs/oYacBoR06uuwG3pU1CvGmAvWbXHhn33pdSXFpqAmRFJaUEjAAAAAAAzafpNYJHQUlxlaukeZel1XfAaMqoo2X7nddK99aepW8NHTCqLrvIuyRNm4PvzCkLGLVJ8Mww8m4Orv2L/tapncfjR3XtZK4X/bnNXN894khzrc2wtQk2AAAAAAC1RcAI9S6/qKTaptMNGTCySroaixUYs1ZRq0qirSTth/QtpkdRh8QE96podvZtfdqluMvZLEd1KwsYqWGpXeS2YQNNllNmfoFs3Zddp58JAAAAANC8OaokzYn27dtnVifLzs42zaJ0aTq9P3jw4Gqfu27dOrn77rulQ4cOsmPHDpP18eijj0rHjmX9Z0KV1fTayrypPmAU3HFLq+l1IBlGLcozjDSo8/masp5dJ/RK9VnK1s2WYTSwS/tKj1sZRuq/Jw034zggpZWs3LnbNL5uFRcrl777hRzSoY3cM7L6+QoAAAAAgIWAURU0SDRs2DAZOHCgzJgxw2ybPXu2jBgxQr799ls5+uij/T53+fLlctRRR8n06dPlwgsvNNs0eKSBpkWLFtVpaTunKygJIMOodcNmGDUmd4ZRAIEvLTNLiomWvfkFMn3hb2bbCQf4bmxuzzAa1KVykLFv+zbynxOHS6u4GDm8vL/Rwe3bmICRNr7+c2+WvPv7GnM5q+8B0qd9Sq1/RgAAAABA8xLcqR0N7J577pGlS5eajCLLcccdJ0ceeaSMGzdOisszaXy5+OKLTWaRFSxS//znP2Xnzp1y2223SSjLLwqkh1FSCAWMAs8wio+OkpuO+ps7E0t7E42yrX7mr4eRveG13YShh8tlh/dz3+/XoY25/nnLdpmxaJl7+0PfpQX88wAAAAAAQMDIj9zcXJNV1K9fP+nSpYvHYyeffLKsXbtWPv30U5/PnTdvnvz6669ywgkneGxPSEiQ4cOHy6uvviq7du0K+Qwjf6ukeZekVbOwWNAEjALJMFLjj/6btIguWy1tUJcOkhJfueG16pKUaM5T1+RE6de+LBBUnaGpZXP1zaWrJe3PbaankXrtt5WSvmdvQMcAAAAAAICSND/S0tIkJydH+vbtW+kxDSKpzz//XM4444xKj8+ZM8dc+3vurFmz5KuvvpILLrggpJtex1QRQNFGz96NoIOVlUkVSIaR0gDRhCGHy5Rvf5TzDjnQ736REeGy7OZLRUM+0VVka9mN2H8/uXrQIfJs2lJz/6y+vWR3Xr58vW6TnPP6J/LN5edIUmxMQMcCAAB1o/0r84qKJaewSHKKiiS3sNhc633NNC4qKTWX4tJSKdJLSUn5dfk2fby0xH2/pNQlug5qqctlLi7runybLpLqa7vHY6L3y8ZmX1PV+vud1VcxzPZHvbDyR2tyv+J25eMqzbLWRUrMdflFH7Pfd28Pq+H28gVQvLfl5+dJi/iEej+2v7HX5Ng1Pa6v/pcAUN8IGPmxatUqc+2rQbW1TfsU1fdz7davX+8z6BTo85vKjUcdKuf3P1CK88uWjPdF/5Gbd+XfZUd2rnT1sUJYMOnVppUJFvVu0zrg50w6drCc0+8AOaht1X2FEsozkWri8VOOMT2Mftz0lyl/S4mLlaH/e0sWb9kuhz75ivTv0LbKhuSNoaioSKKiav6zoXlgfoD5gWD+/NDAzl9ZObJ5b5Zs2Zdt7gMNIeBAlHXfHZAqC+oF9HyfQa/An2/29fP8xhRIfK0+Pz8a++dDw+uelCAPnDTCsafaX9xAYwo9evSo9XEJGPmxZ88ecx0fH1/pMS0tUxkZGfX+XDvz1yE/v2Ts3evs8qI2kWGS5Sqpcpz9WyeKtE50/M9SnUQR+f3a86RVbEyNfpYusVGSlbWvQcb0wTnHyzYNxrVsYe6/e87xcvqbn8sfu/eaCwAAaPyM5PioSImPipL4yAizumlUeLhEhoeZPzzpbS1vt27rtWYbm+3l+5kv/CZ7p+xLtz0gYG0ry+7xDBSEVdpXG5mancuUpxpZGUcmD8l7W/kG//d9Pbd8Hz/HsrKfyi5WBlTlDCqTESWe+1mP2/f3eMyddVXxWGFRkVn1uNRXlpb1XF9ZWfZxlo+/pJqMLu+xeBzDK9tLb9eGdTwADe/ITm0d/b3VX9zA+rytLQJGfsTElJXt+Er3DC8vPfJ38uvyXLuePXs6OpMoEC1bVvQqCmVO/Dnbtq7IeBresqWsnXC5LNi01ayeVqy/nTShvPw8iYv13bsJYH6Azw8E878v+utfhxYJsl9yonRJaiGt4mJNkEiDPWha+mXPib+ziVdAyR288rq4A1KlfrYHcoyqju11XH/H9n8c78CY7+0abHOivLw8iYur++eHQ3881FGryHDHfn6olStX1ijzKFAEjPzQFc6sDw5fDbFVa9sX8vp6LtBQ2raIl9P79HTECXbyL2xoeswPMD/A5weaG/1Dc4RemnogzRi/f6C6+dEcETDyo2vXruZ627ZtlR6ztvXp06fenxsqNJKpaXH+Ip1ovpgbYH6Azw/w7wv4/QNOwu+nYH74FtiyTs3QoEGDJDExUVasWFHpsWXLlpnrUaNG+Xzusccea679PVf/gjBy5Mh6HzMAAAAAAEB9IGDkR3R0tFxyySWyZMkS2b59u8djs2bNkrZt28qYMWPM/UWLFsncuXPdjw8ePFgOPvhg+fLLLz2epyVqut/JJ58snTt3rpc3EAAAAAAAoL4RMKrC1KlTTXnZlClT3NvmzZsnc+bMkenTp0tsbKypZRwyZIjJGFq9erV7v2effdYsYff222+7tz3yyCMSGRkp06ZNk4aSmZkpkydPNtdwzvlwwjicMAYnccr5YBzOxPvizPPhFE45H4zDmXhfnHk+nMIp54NxOBPvizPPh1M0xfkIc9V1nbUQp9lFd955p+Tn50tycrKsW7dOJkyYIKNHjzaPFxcXy1FHHWXetJ9++klatWrlfu7ixYtN0KlTp07m+dnZ2fLvf/9bevXqVe3rWt3Ma7pKWnp6unTv3l02bNggqamp0tzrgJ1yPpwwDieMQTE3nPm+OGUczA9nvi9OGQfzw5nvi1PGwfxw5vvilHEwP5z5vjhlHMwPZ74vThlH3yD+blvbuIKFptfVaN++vTz//PP+T2BkpKSlpfl87PDDD5ePP/64Vm8MAAAAAABAUyFg5FCbNm2SoqIid0QwUPocpRlQUVFR0lS0HE+T12o6/vrmlPPhhHE4YQyKueHM98Up42B+OPN9cco4mB/OfF+cMg7mhzPfF6eMg/nhzPfFKeNgfjjzfXHKONYH8XdbHXtdzh0BI4dKSEiQnJycGj8vIiLCNOTW66bUo0cPcQKnnA8njMMJY1DMDWe+L04ZB/PDme+LU8bB/HDm++KUcTA/nPm+OGUczA9nvi9OGQfzw5nvi1PG0SOIv9tqsEhjC7VFDyMAAAAAAAB4YJU0AAAAAAAAeCBgBAAAAAAAAA8EjAAAAAAAAOCBgBEAAAAAAAA8EDACAAAAAACAh0jPuwAAAMFt165d8uOPP8qOHTvkkksuMUvKAgAAoGbIMAIABBWXyyXHHHOMTJ48uamHAodZuHChjBo1SsaOHSutWrWSyy67jGAR0ExkZWXJvffeK7/88ktTDwUOxPxAQ8+PSy+91Pz+EWrIMEKN7Nu3TyZNmiTZ2dkSEREh6enp5v7gwYOrfe66devk7rvvlg4dOpi/+uqXvkcffVQ6duzIu9DM54fOhccff1yefvpp2bBhg6SkpMgZZ5whDz74oLRs2bLRxg/nfn7YPfXUUzJ37lwZPnx4g40VwTc/HnnkEbnzzjtl2rRpcv311zf4eBE88+Ojjz6SN954w/zbor9/7N27V+677z454ogjGmXsaFiFhYXm94f777/fZBeOHDky4Odu27ZN7rrrLomLi5Pc3Fzz/IcfflgOPPDABh0zgmN+vPrqq/Kf//xHVq1aJQkJCXLCCSeY+dG5c+cGHTOCY37Yffrpp/Lyyy+boFHIcQEBysrKcvXv3991xRVXuLd99dVXrujoaNcPP/xQ5XN///13V1JSkuvVV191b7vrrrtc3bp1c+3YsYP3oJnPj3vuucfVoUMH17nnnus64YQTXPHx8S79eBo4cKCruLi4EUYPJ88Puz/++MM1ePBgMz8mTZrUQKNFsM2Phx9+2MyJRx99tIFHimCbH//9739dBx54oGvfvn3ubfq7SFxcnGvZsmUNOm40jsWLF7u2bdvmuvTSS83nwJw5cwJ63tatW1377bef6/7773dvmzFjhis5Odm1Zs2aBhwxgmF+PP/882YunHnmma5TTz3V1apVK/P81NRU1969ext83HD2/LDbs2eP+f6iz9fjhBoCRgjY+PHjXWFhYa7Nmzd7bB82bJirV69erqKiIr/PPfTQQ10HHHCAx7bs7GwTGBg7dizvQjOeH2vXrnUNGTLEzAdLenq6q3PnzuaD94MPPmjwscPZnx+W0tJS1+mnn+767rvvCBiFmLrMj7S0NFdkZKTr6KOPboSRItjmh/4xYsKECZW26x+xbr/99gYZL5qG/hGhJl/4zjjjDDMP8vLyPP6d0YDAiBEjGnCkcPr80ICQfnfZvn27e9vOnTtN4FqP8dhjjzXwaOH0zw+7yy+/3ASeQjVgRA8jBETTdGfMmCH9+vWTLl26eDx28skny9q1a00qni/z5s2TX3/91aRx2mlqp5aUaLqnpgCiec6PDz74QP73v/+Z+WDp1q2b3Hbbbea2pgGj+c4Pu+nTp8tJJ50k++23XwOOFsE2P7Qsqbi4WCZOnNgIo0WwzQ/tS7Fy5UqPbeV/MG2wMcP5tPxdSxVHjBghsbGx7u1hYWFy4oknmrLnJUuWNOkY0XQ+//xz0xahXbt27m1t2rSRqVOnmtv8bgrLZ599ZubJYYcdJqGKgBECkpaWJjk5OdK3b99Kj+kvcdaHqy9z5swx1/6eq7/of/XVV7wTzXR+XHDBBXLQQQdV2t6rVy9z3alTp3ofL4Jnfli0X8ns2bPlqquuarBxIvjmx86dO+WLL76QyMhI2b59u/ztb3+T+Ph4SU1NNb/Yl5SUNPj44ezPDw0I6OOvvPKKe9tbb71l5sa4ceMaaNRwOv1jpgYN6/LvEkLX0KFDZfTo0ZW287sp7DIzM00PVv3DVSij6TUCYkXSfTWotrYtX7683p+L4FCX99hf40BtTBodHW0yShDc6voZoL/U33zzzeYfZYSeusyP77//3swPbYKsWYr6JVB/gdMMRf0FTj9HnnzyyQb+CeDkzw9tgr5o0SLTiFSDT3369JE333xTFixYIL17927AkcPJ+N0UVanqd1OlC7MAEydONAsoxMTEhPTJIMMIAdmzZ4+51r/cerNKiTIyMur9uQgODfEea9bAjTfeaFKA0bznxzPPPGP+0qdZIwg9dZkfmzdvNtdXXHGFXHTRRZKYmGhKFnWlkq5du5qVTzQ7Dc3386Nnz54msLj//vub4OGECRPk9ttvl/79+zfgqOF0/G6K2tDfTc866yw55JBDOIHN3KxZs6RVq1bNYrVNAkYIiBU51druSpMovGwa+esHUJfnIjjU93u8evVq05fCqhVH850f+mVf68Ovu+66Bh4lgnF+aH8bdfDBB3tsj4qKktNPP11KS0vl22+/bYBRI5j+fdFyRS1v/vvf/y55eXlyyimnmCWU0XzxuylqSvutapkiWavYu3ev/LQUs5sAAB+mSURBVOc//2k231MoSUNAOnToYK71Fy1/v7C3bt263p+L4FCf73FBQYH885//lPfee8/nX5TRvObHNddcI3fccYds2bLFvW3btm3met++ffLnn3+aLAP9Kw+a778vvoIJBxxwgMd8QfP890X/CqzZZ4sXL5bu3bvLueeeK5dddpncc8890qNHDzn//PMbcPRwKn43RU1oUFrLj1588UX33EHzNWHCBNNT01d2q/67pL+balC6bdu2EgrIMEJANLXf3y/e1jbtC1Dfz0VwqK/3WP9BvuWWW2TKlClmpTSEhrrMjy+//FKOOeYYU2ZkXQYPHmwee+yxx8x9nTNonvPDKlPUDBJ/GQT2FZDQvOaH/pty7bXXml54GixSZ555pllVTbOTHnrooQYdO5yL301RE/fee69cfPHFZmEF4Ouvv5bzzjvP43dTawXfd955x9w+55xzQuZEkWGEgAwaNMj0hlixYkWlx5YtW2auR40a5fO5xx57rPlLnr/n6l+GR44cyTvRTOeHnfaVGDt2rHuFEoSGusyPTz75xGfTycsvv9xkBugqe9Y/0mh+82PIkCEmu+S3337zWT6g+INE850fuorexo0bK2UR6bzR1dO08TWaJ/1DhP7+WdffWxD6/vvf/8rAgQPN9xlAvfDCC+4MV7tTTz3VzJPx48dLSkqKhAoyjBAQXa3qkksukSVLllT6S66me2vK3ZgxY8x9XY1k7ty57sc1G0D7S2imgJ2ml+t+J598st/VCBD688Ny9913m78C65cD735Gb7zxRgP/BHDq/NBeI94XK8CsJUd6n+a1zXd+aK8i/Svf7NmzJTs72+O5um/79u35g0Qznh9JSUkmw2zDhg2VjquP8btH87Fy5UqTWWbR915/55gzZ44UFhZWamysf7iyslnR/OaH5amnnjL9z0477bRKf7iaPn16I44QTpofI0eO9Pn7qerSpYu5HVKfHy4gQBkZGa7U1FTXtdde6942d+5cV0REhOudd94x9zMzM13R0dGusLAw16pVq9z7zZ8/3xUbG+t666233NumTJniatWqlWvdunW8B818ftxzzz2unj17uv7+9797XM444wxXp06dXHv37m2SnwnOmB/eNmzYoB1uXZMmTeItChF1mR87duxwdezY0XXDDTe4t61du9YVHx/v+vDDDxv5J4ET/33R7YsXL3Zv++OPP1xJSUmuF198kTcshOj80H8bPv/880qPtW/f3jz21Vdfubfp75+tW7d2PfTQQ+5tM2fONL+v6u+taN7z47nnnjO/g3r/bnrWWWe5OnTo4FqzZk0j/wRw0vzwRfe59NJLXaGGkjQETNP+Fy5cKHfeeadceOGFkpycLOvWrTMrBuiS10qbz+pf+zMzM6Vdu3bu5x511FFmWVvtJq8r1uTn55u/Bv/000+m6SSa7/x44okn5L777jO3dX9v+pdl/Uswmu/nB0JfXeaHZpjoc7WkVTMGtDfJX3/9JR999BElJSGiLvNDf+846KCDTK8zLV/VBvnakFT7TFjPRXDTErIPPvhAXn75ZXP/rrvuMqWIuvy51XRW/9qvv3NavayU/v6p80r310bokZGRZoGF7777zpQgofnOjw8//NA0NdaVNt96661Kxxw2bJj06tWrkX8SOOnzozkJ06hRUw8CAAAAAAAAzkEPIwAAAAAAAHggYAQAAAAAAAAPBIwAAAAAAADggYARAAAAAAAAPBAwAgAAAAAAgAcCRgAAAAAAAPBAwAgAAAAAAAAeCBgBAAAAAADAAwEjAAAAAAAAeCBgBAAAAAAAAA8EjAAAAAAAAOCBgBEAAAAAAAA8EDACAAB1sm7dOnnooYdk165dnEk0qNLSUked4ZycHL+P5efnO268jWHp0qVy77331tvxmuM5BACnIGAEAAha8+fPl5tuuklatmwpYWFh5hIdHS39+/eX3r17S/v27aVv374ybtw4+eKLL8TlcjXq+P7zn/9IYmKiuQ5F//jHP8x57tWrl9xxxx2SnZ3d1EMKWRp8OProo6Vz586yfPlyaY7mzZsn11xzTZOOoaioSL777ju5++67pV+/fnLDDTd4PP7nn3/Kiy++KOecc460adNGNm3aJM1lfl599dXStWtX8/l73333VdrnzTffNJ/V3uesqvldUlIi5513nixevLjBfwYAQGUEjAAAQUu/YDzxxBMeX06uv/56+e2332T16tWyefNmeeCBB+SHH36QE0880eyfnp7eaON76aWXTBBFr0PRv//9b/PFGQ3v999/lwULFsjWrVtl1qxZze6UP/nkkzJp0iR57LHHmnQc+v/ye++9Jw8//LB5T+xB6A0bNsjTTz9tLu+++26V2UehJjY21rxHV111ld99Xn31Vdm3b5/Pz0N/8zsiIkKeeeYZufnmm+Wjjz5qsPEDAHyL9LMdAICgceCBB7pv61+wLZptdMYZZ8iRRx4pBx98sPz4449yzDHHmJIJzfxpaBMnTpT//ve/ctttt0lT2LZtm/nS2qNHjwY5fmRkpAnCoeHfM83a0KwV/UJ97rnnNqtTruWOzz33nPz000+SkJBQ6+Pk5ubKqlWr5G9/+1utj3HllVea6/Xr18tnn33m8Vj37t1NgHrMmDEycOBAaW6ioqLkqKOO8vu4ZhZpxtVFF11U6bGq5nfr1q1NkG7w4MESExMjJ5xwQoOMHwBQGRlGAICgp4GhqnTo0EEuv/xyc1szjGbMmNEo4xo7dqwsW7ZMLr74Ymlsmvmgr69ZVg0pPJxfJRrjPdMv42+//bbJltOyn+ZCAwWaxabZKRo4qIvx48ebYHF90HKz2jwW6qr6PNBAj55/XwH06ua3foZrptH5559vMrkAAI2D3/IAAM3CoEGDPHofhTotF/vyyy+behioAd4zTzt27DB9cS644AI54ogj6jSXXn/99UYLFKNhHH/88SY77Nprr+UUA0AjIWAEAGgW7KVqod6cWb8Y01souPCeVXb//fdLRkaG3HjjjXU6t1o6dtlll9XpGHAGDSBqIFwXMQAANDwCRgCAZmHnzp3u2/vtt5+7BOjrr7+Ws88+23wJyczMlLPOOktatGghZ555psfzdcn4O++80/To0J5IWiKh10899ZRZOcmXvLw8U2ahX3x90Uav2s9j+PDhZkU37Vuj5RpZWVk+99eGsVOmTDHZFtojRXs36dgXLVrk3kcbxv7vf/9zN+PVL1iHH364GaudjnnatGly3HHHmf4hKSkpMmrUKHM+qlqlSstKdOU5fY5mftS2ibiW6p122mkm80t7v2gpi65yp2Pypj199Oc+9thjzc+sJT+nn366/Pzzz5X21QCDHsNaiUkb5Wrvk/j4eOnSpYvpK+UrYFhcXCwvvPCCDB061Fw6depkfk7tQeW9ul6g8ybQYwb6nmn/ncmTJ5tVuHyp6RzdsmWLaSR96KGHmvtaCnfhhRdKq1atzDnWVfB0lapAaTmdvoepqalm/NZFf2ZrFUM9D4HQc/r888+bn0GP4c/HH39s+mjpPGrXrp37dZYsWWIe/+WXX2Tq1Knuc6vzyBqXZjBZ9PGZM2ea5vj6/5aWv+l5fOutt6S+6XnXeaivc9hhh5lxa/aM9ljztnfvXvP+ae81NWfOHHM+NQD+xhtvVPta+v/nXXfd5f7/4f/+7//MOe3WrZusWLHCvZ+uQqb/P+v/K3r8jh07yiWXXGLG6s8HH3wgw4YNk0MOOcR8HugKdjoH/dHPQ20Grv/f+FLd/FajR4827682HQcANAIXAABBbs6cOfpt0FwmTZrkc5/LLrvMvc8nn3zimjFjhuvwww93b3v//fddQ4YMcbVu3dq9bfv27ea5ixYtcrVv39516aWXunJzc822vXv3ui688EKznz5vz5497tdasmSJ6+KLL3YlJiaax4cPH15pPO+9956rX79+rnXr1pn7RUVFrnHjxpn9dXtmZqbH/mvWrHGlpqa6/vGPf7jy8vLMtrVr17oiIiJc4eHhrjfffNNjf+tn0HPjLTs72zVs2DDX/fff7yotLTXbfv75Z1fLli3Nc55//vlKz3niiSdckZGRrpdeesm97ZtvvjHnxXqtDRs2uAKh405ISHBNmzbNvW3+/Pnm3D/22GMe+27bts118MEHu2bOnOne9sUXX5ixREVFmdvW+TnppJPMNuuc33fffWa/rl27uqKjo93jHDx4sKugoMB9vOLiYtfo0aNdYWFhrh9++MFsy8/Pd40ZM8bsP3HiRPe+gc6bmhyzuvds+vTproEDB1Y5x2s6R2+88UZXfHy8eSwlJcX122+/udq1a+fq1KmTe7teHn30UVeg9LXt88Myfvx4cyydpzrOQLz88svmOSeffLLffV5//XVXTEyMa+HChe5tTz/9tDnnv/76q8e+3bp1M8d78cUXKx1H36tzzz3Xde2117oKCwvNtvXr17ufc++99/r8WfUxvfam/x/4+39i6dKlrlatWrkOO+ww1759+8y21atXu5KTk83Pov8fWu/dTTfdZLZb75Geuw4dOrjn8oknnuj33Oj7qZ9Bes5137POOsv11FNPudq0aeMe20MPPWT21fdM97vmmmtcJSUlZtvbb79t9tl///3d47TT+avzZNasWe5t+hnUokUL9/Etei71s836PPT++hHI/Lbr0aOHeY83bdpU5X4AgLojYAQACPmAkX4Js75knXDCCR6Bk9jYWHcQYd68eWabBpf0C5Z+edIv//pFXL9I24MMSh8/+uijzfNPPfVU93YN9uzcudMELXwFjPQLYlxcnOv777/32J6RkWECHN5fUvV4GvTQL7XeRowYYfYfMGBAwAGjyy+/3HXsscdW2n7rrbea5yQlJXkErGbPnm2+oF1//fWVnvPkk0/WOGB01113mf31XNv93//9X6WA0ahRo8x4vZ155pnuL7T6hV8DXxqQ0QCDbtcvp/o8fR/Url27TEDJGuu//vUv97E06KTbdC5YATS1YMEC93YN6NVk3tT0mFW9ZzrvNAikwQJfc7w2c1T973//M9v1i//QoUPd81EDkscdd5z7/AbqhhtuMO+FnQZuNKipx9IgVaA02KHP0WCTP/pzafDOm74HNQkYaWCxd+/eld4PDZJagS4rsFvXgNF5551ntl999dUe26+66iqz3XuuP/fcc+75fNFFF5lAkgaONADo62fxps/R5/fp08f8/61zUYOvRxxxhPscWfPqjTfe8HjuAQccYLa/8sorPsf0yCOP+AwkeQeF9Lzq62rw0VfAqLr57c36f1w/ewAADYuSNABAyNISLi310VKmwsJCUy70zjvvuB/XJbrbtm1rbmsphpZX6DYthdHSCS2T0tKH7du3m/IM79XY9HGr3OyTTz6RuXPnmttaLqIlPf6WnL/vvvskOTlZhgwZ4rFdy2AGDBhgbtvH+a9//cssR3377bdXOpaWDWkJkZa0BGLdunWmTEqXsPY2cuRI93mzGmZrHEN7yOi1VdZiZ5XK1ISWGyldEclOV5Ozn+NvvvnGlH5VNdY//vjDlKZpmYouuW2VV+lKS7oUu7VilZbcaXmRtdLW9OnT3ceylmrXkjJ7CZaW5aj8/HyPksZA5k1Nj1kVPSdxcXHSs2dPn4/XZo6q/fff373cvM43az7GxsaaeaV0RaqCgoKAxqmldBEREe77Ome0QbH+/J07dzZLzgfKWs1My/iqmkdr1qypdB5r0q9IS74eeughGTNmjERGRvqcY6WlpWa1tvpgzQt9P+2seeG9Qp6WayotU9Vy1aSkJFNO9/3335sSwOpYz9+9e7dpqq7/n+g8WbhwofuzxhqTvu/VjUnnio5Dx2+tPFnd54GeV31dLV2rzfz2puW7VhkdAKBhef7LCABAkHv22Wfl008/NV9W9UuWBmZOPfVU059D++/4Wwb6oIMO8nk8K3Cj/YV80f5DGpTQ3h0aLBgxYoTHUtHetK+N9v7Q1/XuUWN9CdYv1/olVenP8corr5gePFYwxO6kk04yXwYDpWPUYz7++OOVeoVonxt9bWscVlBHe4voz6j9g7zpuGpKAyzal+Xvf/+7Wb1KfwYr0HbddddVOvd33HGH6bXj3Q/FGqv2LbJYAQtfS5tr8GbcuHGmh9Cff/4pGzduNL1cNFCivW70i6g9aGD1wVEacKzJvKnNMatjD8bUxxy1H8/6Em7RPkRK54oGo3wtde7t4IMPrtTIWwMTSudbYmKiBEoDpKqq5+g8evrpp01gR3+u3r17m+3WfAqE9o/Snlbaa0z7A9np/4PWHKuvRvlPPvmkCYzag8nao2vt2rVVzrOq5lpVrOfr3PAOJtpXjdTzrT2VLFu3bnUH4uxj0sCZft5o0EoD1TX5PPA3fwN93GK97urVqwPaHwBQewSMAAAhRbMctHFqfdBMG+uLqwaefLH+cv7tt9/K8uXLqz2mfjHUL4jaUFe/qAXStPavv/4yDZv1terq119/dX+B14bX1dFMBqWvX180Y0gDRdqQ+uSTTzZNcLVRtfXl3Hus+mW+V69e9fLaGjzRgJHS86oBI2UF4zSDQpsfawNi+2t6N74OREMcszHmqHew0wpe1oQGG/75z3+a26eccoppCl4TVuN3f0EOq4H1V199ZZrH68+nWVHa4Nk7e6cq1hzToOSVV14pDU2zeHQOWtl+GvDSbDMri6s+5kRNabDQChh+9913JkCtGXRWsMk+pob4PKgpzSRUe/bsabIxAEBzQUkaAAB+2Fcr0y/m/ljZLBoIqo6VDVTV8ew0u6M+Mxxq+vqaiVPbTCJ/NIChWTG6qpLS7BDNXtIvz3UZayDsX3TtmT8aFNEVpDSQp/u8/PLLJhOkLhrimI0xR+uDBm/0/dN5o1k1NWW9N1Wt0qZBDQ1waKaRZsFoyZuu8KWr+QWqIeZYdTRQqWVht956q9x0000m2847O6ux6UqLeh41O/Oxxx4zZbBaxtkYnwc15SuQBQBoGASMAADww15yob1yqvty6+sLlr+/jq9fv97nUuf+yjS0RMy7v0ltWK+vZWaBsLJL7GVf9UEzWDRApGVAuiS3BsS0HO3666+v9VgDYc9YsYJHWiaoPWy0R5RmPmkJY101xDEba47WlQZxNKNKabaflcVVE1avKc2+qYr2ONK+TFqKqlky2nNJS9TefPPNgF6nIeZYVZYtW2YyzzTw8uGHH9bq3NQ3nZ9aIqfnTfthaelmY38e1IQ1J7SfEwCgYREwAgDAD/0rutW3Jy0tze95snp92HuA+GP1htEePNrLqKqmv9pjyGpaq1577TW/+2uvmEC+xFmv/8Ybb1RZajRhwgR3s2KrfMaezVJftJ+O9vrRMjHNPNJm1Pql2j7Wqn5uHePEiRMDfj0rQ0J7unTo0MHc1oyKjz/+2PS46tOnj9SHhjhmY83RutAgqNWHSsvEbrnlllodx+pHpH2XqqPz5qqrrjLlntqrTOe1NmoPpJTOmmMavKkq+2rq1Kk16hXmi2bEnH/++SZrcPz48R79iZqKBqG1SbgGOAN5r6zPA+3F1VQZPtbnkP2zEQDQMJr+XyoAAOqoIb+4XHjhheZaM2F27NhR6XH9Uqp9UPTLn7VvVbQ0yFotSLNPfH0J1S/Jl156qYwePdrsrw1mla5ypKtCeduyZYsJuNizR6yMEu8sJl0xTmkvG+1j5IuWEGmJj2Y3WaseaWBGS8fqgwaj7CV2eu60POfcc88191esWOExVm1M7C+4pufQWs0pED/99JO5vuKKK9zbtEeSrx5AVjlgdaVRvtTmmP7es8aeo3Wh81DnlgZxNOvHe+Ux7VtlNcKuijXndW77o0EiO22QrZlNGtTQ/4fsq6dZPZn8/f+g+995550+X0cDf7oSn5X1VFs6r60eUv7mRU3nWV3pz6b9k/T/de/MIl9jsj4P9DH7inuNadu2bebaWuUNANBwCBgBAIKePfhQ0x4t1hdIzfjxRXuM6F+y9S/w1vLk3l+A9cumLh9uZUVUx/pLvja01gwb/eKlX8q01OKLL76QoUOHymmnneb+a771RVb7rOhjmnmkX9g0OKCBCT2GNvu1a9euXaUv3PrFUBsQW8tXa2bOvffe6w4yaLaB9p6577775J577nGv9jVo0CBzW1cq885ispfyBJqBoe/RSy+9VGm71XjXWu5d+7xYX9I10KEBLl0GXQOEGjjTZcW154q9jK2qsWgQTIMY+vPffPPN7u363io9lq6cZq0SZX+/V65cac6/NU+qmze1Oaa/98y7FMd7mfvaztGqghP21wg0IKs/p84dq/m8r1UANahl/ZxVsUr4tKG1P7qCn2bi2WmASgOnuuKePcDj79xqeZjVhPqJJ54w58hqIq7/Xzz44IOm75QGa+2854Gvx7wft+aE0nlo3df/5zVwYy9VtYIi9uf7m2tVCXSe6rWOyXrOI4884s7G03mq9DNHG9RbK+bp54f3XKzq88BeXuj9PPvjvh6zs4LmNVkNDwBQSy4AAILcLbfcot9ozeWwww5z5efnB/S8pUuXuiIiIszzTj31VFdhYaHP/ZYvX+7q3LmzKywszPXss8+6SktLzfbffvvN1bFjR9eZZ57p8zUnTZpkjj18+PBKj11wwQXuMetFx6HH19vnnnuuq7i42GP/8ePHe+xvXSIjI10vv/xypeNfeOGF7vOxcOFC14MPPuj64IMPzGNpaWmupKSkSsfRa93+/fffexxrzZo1rg4dOpjHe/fu7XrrrbdcP//8s+uZZ55xHX300e5jHHLIIa6JEydWe96vvvpqV0JCguuTTz7xOMcpKSnmZ7fTfaKionyOtVOnTq5Vq1b5POd6Lm+88UZXZmam2Z6Tk+M6//zzzfvl/Rwds3Vsfa2uXbu6Wrdu7Zo/f76rZcuWZruOt0uXLq7du3cHNG9qeszq3jPdx3resGHDXAUFBXWeo88995x7jDt27PB47OOPP3Y/5j0f/NFzofvrXLHOu53OO32P8/Lyqj1WSUmJa//993fFxsaa984XnYsHHXSQ+dktb775pjkH06dP99j3rrvuMmPr1q2b67vvvnP973//cz399NPmsT/++MOcO19zLDo62vXOO+94HGvnzp3u/fX1vc/rv/71L/dx7P9v6n7210lOTna1b9/efD68+uqr7u1t27Z1jR071ryHt99+u3v7G2+84aoJPW8jRowwz42Li3OtX7++0j46P8LDw92voXNFPwP+8Y9/uG666Sb3dh3nCy+8YJ6zYMECV2Jiotl+xBFHmP9HFy1a5HrooYfM3LWeo58NOoct99xzj/uxL774wmMc1c1vy759+8z/e3379q3RuQAA1A4BIwBA0HriiSfMF27vIEqLFi1M8CI3N9fvc/ULtBWgsS6tWrUyX5J80S80+uWtV69e5kvnUUcd5TruuOOq/BJnBS/0S5uvL8QacNEvWPplLj4+3jV48GDXSy+95Pd4r732mvmCpvvql7qTTz7Z9dNPP/ncd9OmTWaMemx9jc8++8zj8XXr1rkuvvhi8+VevxzrF9krrrjClZ6e7vN4W7ZscV111VVmPw2A6DmYMGGCCQz07NnTnDf9EhhIsE4DRtY5b9eunfnS3b17d9fkyZN9Bl80ODVmzBgTbNDX1kCCBgn1i7u/c65fOh955BHXAQcc4BowYIDr4IMPNmP09Zzs7GzX5ZdfbgI6OgfOO+88c37Uk08+6Z5P+kU50HlTk2NW957pF28NLtlfU4/7/PPP13qOalDDCgLqZdCgQa4XX3zRPPb44497BDb0/bGCBf58/fXXHgEPHb910fOvgQhr3IF66qmnzHPef/99vwEjKziYmppq5qGeUw0aeduzZ4/rpJNOMv/v9OnTxzVz5kyPx7dt2+a67rrrXPvtt5+ZYzov9T3T4KCd7qPvj/290MCPBlg0cKWBQftjOjZ9PzZs2GCer4GVI4880hyjR48ergceeMDMeQ2QHHvssWZ8GjjU19Xz6P3Zpj/nnDlzqj13GtTVY9mfqz+XnrOsrCyPfV955RVz7nRMAwcOdL399ttm+9q1a80Y9f+7+++/3+M5q1evNgFYHaMG1fRnnDp1qgnG9uvXz8zDefPmuYqKisznlo7bPhYNUul+NZnfSsfmHYgDADScMP1PbbOTAACAf7pC1JQpU+T44483ZSdovHOuZUZN1WMF9UNLo7RPjZaTaSkbMGzYMFNK+f333zuiaTgAhDo+aQEAaCDWKk3auBpAzWij6ueee07mz58v77//PqevmdOVHbVpuDY2J1gEAI2DgBEAAA3Eat7av39/zjFQC4MHD5ZnnnnGoxk1mh9tvK0N+XW1RKtpPwCg4XmudQoAAGpFyySmTp1qlgO3VnjSVZZ0ueqzzjqLs9pIrFWh7CsyIbhddtllEhYWJqeffrp89dVX0rZt26YeEhrRhg0bzIqJ7733nhxxxBGcewBoRPQwAgCgHixZssQs0a2lErrs/WmnnWbuX3DBBfLAAw9wjhspWKT9orTfTVJSkqxbt47gQgj58ccf5YUXXpAZM2Y09VDQSIqLi+Xqq682wfjOnTtz3gGgkREwAgCgnvoV3XbbbfLyyy/Lvn375MADDzRfdLSUBg1PS1WuvPJKycjIcG+Li4uTHj16yKxZs6RLly68DQAAADVAwAgAAAAAAAAeaHoNAAAAAAAADwSMAAAAAAAA4IGAEQAAAAAAADwQMAIAAAAAAIAHAkYAAAAAAADwQMAIAAAAAAAAHggYAQAAAAAAwAMBIwAAAAAAAHggYAQAAAAAAAAPBIwAAAAAAADggYARAAAAAAAAPBAwAgAAAAAAgAcCRgAAAAAAABC7/wdUiczsQdUmYwAAAABJRU5ErkJggg==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(9, 6), sharex=True,\n",
" gridspec_kw={\"height_ratios\": [2, 1]})\n",
"\n",
"ax1.plot(z, analytic, lw=2.4, alpha=0.5, label=\"analytic uniform disk\")\n",
"ax1.plot(z, numeric, lw=1.0, ls=\"--\", label=\"transit_flux(u1=u2=0)\")\n",
"ax1.set_ylabel(\"Normalized flux\")\n",
"ax1.legend(frameon=False)\n",
"ax1.set_title(f\"Uniform-disk validation, k = {k}\")\n",
"\n",
"ax2.plot(z, err * 1e6, lw=1.0)\n",
"ax2.set_xlabel(\"Projected separation z (stellar radii)\")\n",
"ax2.set_ylabel(\"|residual| (ppm)\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "0a1b198c",
"metadata": {},
"source": [
"## Limb darkening\n",
"\n",
"The coefficients come from per-planet tables built with exotic-ld on a PHOENIX\n",
"grid, refit under the Kipping (2013) constraints so the intensity profile stays\n",
"physical. They vary strongly across the band, with much stronger limb darkening\n",
"in the blue than in the near-IR, which is why the banded curves above change\n",
"shape as well as depth."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "a3408b7c",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:24.947219Z",
"iopub.status.busy": "2026-10-12T13:30:24.947022Z",
"iopub.status.idle": "2026-10-12T13:30:25.032295Z",
"shell.execute_reply": "2026-10-12T13:30:25.031950Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"grid point used: Teff=5485.0, logg=4.453, M_H=0.01\n",
"inputs clamped to grid: []\n",
"48 wavelength chunks over [0.4, 1.7] um\n"
]
}
],
"source": [
"from lazuli_exo import tables\n",
"\n",
"tdir = tables.resolve_tables_dir(None)\n",
"wl_ld, u1_ld, u2_ld, ld_meta = tables.load_ld(tdir, PLANET)\n",
"\n",
"fig, ax = plt.subplots(figsize=(8.5, 4.2))\n",
"ax.plot(wl_ld, u1_ld, \"o-\", ms=3, label=\"u1\")\n",
"ax.plot(wl_ld, u2_ld, \"o-\", ms=3, label=\"u2\")\n",
"ax.set_xlabel(\"Wavelength (µm)\")\n",
"ax.set_ylabel(\"Quadratic LD coefficient\")\n",
"ax.set_title(f\"{PLANET}: limb darkening ({ld_meta['ld_grid']}, \"\n",
" f\"{ld_meta['law']})\")\n",
"ax.legend(frameon=False)\n",
"plt.show()\n",
"\n",
"print(f\"grid point used: Teff={ld_meta['Teff_used']}, \"\n",
" f\"logg={ld_meta['logg_used']}, M_H={ld_meta['M_H_used']}\")\n",
"print(f\"inputs clamped to grid: {ld_meta['inputs_clamped']}\")\n",
"print(f\"{wl_ld.size} wavelength chunks over \"\n",
" f\"{ld_meta['wl_range_um']} um\")"
]
},
{
"cell_type": "markdown",
"id": "d47a1e73",
"metadata": {},
"source": [
"The effect on the curve shape is easiest to see by holding the depth fixed and\n",
"sweeping the coefficients."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "d3d826ec",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:25.033949Z",
"iopub.status.busy": "2026-10-12T13:30:25.033819Z",
"iopub.status.idle": "2026-10-12T13:30:25.187354Z",
"shell.execute_reply": "2026-10-12T13:30:25.187028Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(8.5, 4.5))\n",
"\n",
"zz = np.linspace(-1.3, 1.3, 501)\n",
"for u1, u2, lab in [(0.0, 0.0, \"u1=0.00, u2=0.00 (uniform)\"),\n",
" (0.35, -0.05, \"u1=0.35, u2=-0.05 (near-IR)\"),\n",
" (0.90, 0.00, \"u1=0.90, u2=0.00 (blue)\")]:\n",
" ax.plot(zz, transit_flux(np.abs(zz), 0.15, u1, u2), lw=1.5, label=lab)\n",
"\n",
"ax.set_xlabel(\"Signed projected separation z\")\n",
"ax.set_ylabel(\"Normalized flux\")\n",
"ax.set_title(\"Same k = 0.15, different limb darkening\")\n",
"ax.legend(frameon=False)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "5b5a1b4b",
"metadata": {},
"source": [
"## Geometry from the registry\n",
"\n",
"The impact parameter and the orbit come from the frozen registry: b from\n",
"a/R* and cos i with an eccentricity factor, and z(t) from Kepler's\n",
"equation (`lazuli_exo.orbit.projected_separation`) with mid-transit at inferior\n",
"conjunction, so z(0) = b exactly.\n",
"\n",
"The registry t14 is the measured archive duration and sets the noise\n",
"and the window. The geometric duration from (P, a/R*, k, i, e, ω) can\n",
"differ, so the orbit clock is stretched by their ratio and the model's\n",
"first-to-fourth-contact duration equals t14. Both numbers are in\n",
"`lc.meta`."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "14fbe475",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:25.189026Z",
"iopub.status.busy": "2026-10-12T13:30:25.188901Z",
"iopub.status.idle": "2026-10-12T13:30:25.191333Z",
"shell.execute_reply": "2026-10-12T13:30:25.191031Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" period_d 4.0552941\n",
" a_over_rs 11.39\n",
" inc_deg 87.32\n",
" ecc 0.0\n",
" w_deg 90.0\n",
" t14_s 10091.52\n",
" depth 0.02122849\n",
" provenance NEA PSCompPars\n",
"\n",
"derived by light_curves(): shape=quadratic-ld, b=0.533, a/Rs=11.39, t14_geom=9960 s, time_stretch=0.9870\n"
]
}
],
"source": [
"from lazuli_exo.targets import get_target\n",
"\n",
"t = get_target(PLANET)\n",
"for key in [\"period_d\", \"a_over_rs\", \"inc_deg\", \"ecc\", \"w_deg\", \"t14_s\",\n",
" \"depth\", \"provenance\"]:\n",
" print(f\" {key:12s} {t[key]}\")\n",
"\n",
"print(f\"\\nderived by light_curves(): shape={lc.meta['shape']}, \"\n",
" f\"b={lc.meta['b']:.3f}, a/Rs={lc.meta['a_over_rs']}, \"\n",
" f\"t14_geom={lc.meta['t14_geom_s']:.0f} s, \"\n",
" f\"time_stretch={lc.meta['time_stretch']:.4f}\")"
]
},
{
"cell_type": "markdown",
"id": "1604bb89",
"metadata": {},
"source": [
"## The trapezoid fallback\n",
"\n",
"If a planet is not in the registry, or has no LD table, the shape falls back to\n",
"a b = 0 trapezoid with no limb darkening. Relabelling an observation is enough\n",
"to trigger it, and `meta[\"shape\"]` tells you it happened. `plot(ax=ax,\n",
"show_points=False, label=...)` overlays the two models."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "21a507ee",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:25.192834Z",
"iopub.status.busy": "2026-10-12T13:30:25.192715Z",
"iopub.status.idle": "2026-10-12T13:30:25.195183Z",
"shell.execute_reply": "2026-10-12T13:30:25.194914Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"registry planet: shape='quadratic-ld', u1=0.434\n",
"synthetic name: shape='trapezoid', u1=None\n"
]
}
],
"source": [
"import dataclasses\n",
"\n",
"synthetic = dataclasses.replace(obs, planet=\"Synthetic b\")\n",
"lc_fallback = synthetic.light_curves(n_groups=1, seed=0)\n",
"\n",
"print(f\"registry planet: shape={lc.meta['shape']!r}, \"\n",
" f\"u1={lc.u1[0]:.3f}\")\n",
"print(f\"synthetic name: shape={lc_fallback.meta['shape']!r}, \"\n",
" f\"u1={lc_fallback.u1}\")\n",
"\n",
"assert lc.meta[\"shape\"] == \"quadratic-ld\"\n",
"assert lc_fallback.meta[\"shape\"] == \"trapezoid\"\n",
"assert lc_fallback.u1 is None"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "7c2ed326",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:25.196601Z",
"iopub.status.busy": "2026-10-12T13:30:25.196485Z",
"iopub.status.idle": "2026-10-12T13:30:25.284273Z",
"shell.execute_reply": "2026-10-12T13:30:25.283975Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(9, 4.5))\n",
"lc.plot(ax=ax, show_points=False, label=\"quadratic LD, b from registry\")\n",
"lc_fallback.plot(ax=ax, show_points=False, label=\"trapezoid fallback (b=0, no LD)\")\n",
"ax.set_title(\"Shape model vs. fallback: same depth, different profile\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "f62d83ba",
"metadata": {},
"source": [
"## Per-point noise\n",
"\n",
"The scatter per sample is derived from the band's depth precision rather than\n",
"computed independently: σpt = σband\n",
"√(t14/2c) for cadence c. This keeps the light curves consistent with\n",
"the same equal out-of-transit baseline assumption the spectra use."
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "d29ba7aa",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:25.285799Z",
"iopub.status.busy": "2026-10-12T13:30:25.285678Z",
"iopub.status.idle": "2026-10-12T13:30:25.288405Z",
"shell.execute_reply": "2026-10-12T13:30:25.288181Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"band sigma_band (ppm) sigma_pt (ppm) expected\n",
"0.40-0.53 um 35.7 365.7 365.7\n",
"0.54-0.71 um 24.1 246.8 246.8\n",
"0.72-0.95 um 19.4 199.0 199.0\n",
"0.96-1.26 um 16.1 164.4 164.4\n",
"1.28-1.68 um 16.6 169.6 169.6\n",
"\n",
"OK: sigma_pt = sigma_band * sqrt(t14 / 2c).\n"
]
}
],
"source": [
"# reconstruct the band-combined depth precision from the public arrays:\n",
"# contiguous equal-count groups, combined in inverse variance\n",
"groups = np.array_split(np.arange(obs.depth.size), 5)\n",
"w = 1.0 / obs.depth_err ** 2\n",
"sigma_band = np.array([1.0 / np.sqrt(w[g].sum()) for g in groups])\n",
"\n",
"expected = sigma_band * np.sqrt(lcb.t14_s / (2.0 * lcb.cadence_s))\n",
"\n",
"print(f\"{'band':18s}{'sigma_band (ppm)':>18s}{'sigma_pt (ppm)':>16s}\"\n",
" f\"{'expected':>12s}\")\n",
"for i, lab in enumerate(lcb.labels):\n",
" print(f\"{lab:18s}{sigma_band[i] * 1e6:18.1f}\"\n",
" f\"{lcb.sigma_point[i] * 1e6:16.1f}{expected[i] * 1e6:12.1f}\")\n",
"\n",
"assert np.allclose(lcb.sigma_point, expected)\n",
"print(\"\\nOK: sigma_pt = sigma_band * sqrt(t14 / 2c).\")"
]
},
{
"cell_type": "markdown",
"id": "3dd9ea2b",
"metadata": {},
"source": [
"Co-adding transits sharpens the light curves the same way it sharpens the\n",
"spectra: the per-point scatter drops as 1/√N while the model is unchanged."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "3d4442f7",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-12T13:30:25.289883Z",
"iopub.status.busy": "2026-10-12T13:30:25.289772Z",
"iopub.status.idle": "2026-10-12T13:30:25.628827Z",
"shell.execute_reply": "2026-10-12T13:30:25.628558Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(1, 3, figsize=(14, 4.2), sharey=True)\n",
"\n",
"for ax, n in zip(axes, [1, 5, 20]):\n",
" o = lazuli_exo.observe(PLANET, scenario=\"clear\", n_transits=n, R=100)\n",
" curve = o.light_curves(n_groups=1, seed=0)\n",
" curve.plot(ax=ax, title=f\"{n} transit{'s' if n > 1 else ''}: \"\n",
" f\"{curve.sigma_point[0] * 1e6:.0f} ppm/pt\")\n",
"for ax in axes[1:]:\n",
" ax.set_ylabel(\"\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "fd3d78ee",
"metadata": {},
"source": [
"## Summary\n",
"\n",
"- `obs.light_curves(n_groups=...)` gives white-light (`n_groups=1`) or banded\n",
" curves over a ±t14 window at the native cadence, and `.plot()`\n",
" draws them.\n",
"- `transit_flux` is a numpy-only quadratically limb-darkened occultation; it\n",
" reproduces the analytic uniform-disk limit to well under a ppm.\n",
"- Geometry comes from the frozen NEA registry through Kepler's equation, limb\n",
" darkening from exotic-ld tables; both are recorded in `meta`.\n",
"- No registry entry or LD table means a b = 0 trapezoid, flagged as\n",
" `meta[\"shape\"] == \"trapezoid\"`.\n",
"- Per-point noise is derived from the band depth precision, so it inherits the\n",
" spectra's assumptions, including the unbounded 1/√N scaling.\n",
"\n",
"Next: [tables and targets](05_tables_and_targets.ipynb), what is on disk."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.13.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}