{ "cells": [ { "cell_type": "markdown", "id": "f68ccc82", "metadata": {}, "source": [ "# Observation resampling: the block-method family\n", "\n", "Observation-resampling methods rebuild a replicate from the original rows of your series. Because every value in a replicate is a value you actually observed, these methods preserve the empirical marginal distribution exactly, and they record which observations were left out, so they are out-of-bag capable. Model-based methods (residual, sieve) instead simulate new values from a fitted model, so they have no observation-index provenance.\n", "\n", "`tsbootstrap` ships six observation-resampling methods. We line all six up with a one-line steer for each, surface the edge effect that separates the moving block from the circular block, and finish on the automatic Politis-White block length. The decision-guide tutorial covers when to reach for a model-based method instead." ] }, { "cell_type": "code", "execution_count": 1, "id": "43f0b2c9", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:07.508698Z", "iopub.status.busy": "2026-06-22T16:15:07.508089Z", "iopub.status.idle": "2026-06-22T16:15:08.320270Z", "shell.execute_reply": "2026-06-22T16:15:08.318424Z" } }, "outputs": [], "source": [ "# On Colab or Binder, install tsbootstrap first (skipped if already present):\n", "try:\n", " import tsbootstrap # noqa: F401\n", "except ImportError:\n", " %pip install -q \"tsbootstrap[examples]\"" ] }, { "cell_type": "markdown", "id": "7e7a7835", "metadata": {}, "source": [ "## Two test series\n", "\n", "A synthetic AR(1) with known structure, `x[t] = phi * x[t-1] + e[t]` with `phi = 0.6`, and the real `load_lynx` series from sktime, a strongly cyclical count of lynx trappings. Both are kept short so the notebook runs quickly on CI. The block methods do not care which one you feed them; the contrast just shows the methods on synthetic and real data." ] }, { "cell_type": "code", "execution_count": 2, "id": "4a5f3657", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:08.325219Z", "iopub.status.busy": "2026-06-22T16:15:08.324855Z", "iopub.status.idle": "2026-06-22T16:15:09.102499Z", "shell.execute_reply": "2026-06-22T16:15:09.101563Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "AR(1): n = 240, lynx: n = 114\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from sktime.datasets import load_lynx\n", "\n", "from tsbootstrap import (\n", " IID,\n", " CircularBlock,\n", " MovingBlock,\n", " NonOverlappingBlock,\n", " StationaryBlock,\n", " TaperedBlock,\n", " bootstrap,\n", ")\n", "from tsbootstrap.block.pwsd import optimal_block_length\n", "\n", "rng = np.random.default_rng(0)\n", "n, phi = 240, 0.6\n", "x = np.zeros(n)\n", "e = rng.standard_normal(n)\n", "for t in range(1, n):\n", " x[t] = phi * x[t - 1] + e[t]\n", "\n", "lynx = load_lynx().to_numpy(dtype=float) # 114 yearly lynx trapping counts\n", "\n", "B = 300 # replicates per call; small for CI\n", "print(f\"AR(1): n = {x.shape[0]}, lynx: n = {lynx.shape[0]}\")" ] }, { "cell_type": "markdown", "id": "dc6e27e1", "metadata": {}, "source": [ "A quick look at both series. The lynx counts show the famous roughly ten-year boom-bust cycle, the kind of local structure a block method aims to preserve." ] }, { "cell_type": "code", "execution_count": 3, "id": "60079112", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:09.105810Z", "iopub.status.busy": "2026-06-22T16:15:09.105558Z", "iopub.status.idle": "2026-06-22T16:15:09.347441Z", "shell.execute_reply": "2026-06-22T16:15:09.346221Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax0, ax1) = plt.subplots(1, 2, figsize=(10, 3.2), constrained_layout=True)\n", "ax0.plot(x, color=\"tab:blue\", lw=0.9)\n", "ax0.set_title(\"Synthetic AR(1), phi = 0.6\")\n", "ax0.set_xlabel(\"time step\")\n", "ax0.set_ylabel(\"value\")\n", "ax1.plot(lynx, color=\"tab:green\", lw=1.1)\n", "ax1.set_title(\"Lynx trappings (sktime): ~10-year cycle\")\n", "ax1.set_xlabel(\"year index\")\n", "ax1.set_ylabel(\"animals trapped (count)\")\n", "fig.suptitle(\"Two test series: smooth AR(1) runs vs the cyclical lynx counts\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "7d65f0eb", "metadata": {}, "source": [ "## A helper to plot replicates\n", "\n", "Every method below is one `bootstrap(...)` call returning a result whose `.values()` is a `(n_bootstraps, n)` array. This helper overlays a few replicates on the original so the methods are visually comparable." ] }, { "cell_type": "code", "execution_count": 4, "id": "dfc22aee", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:09.350335Z", "iopub.status.busy": "2026-06-22T16:15:09.350146Z", "iopub.status.idle": "2026-06-22T16:15:09.355898Z", "shell.execute_reply": "2026-06-22T16:15:09.354893Z" } }, "outputs": [], "source": [ "from matplotlib.lines import Line2D\n", "\n", "\n", "def show_replicates(series, spec, title, color=\"tab:blue\", k=6, seed=1):\n", " \"\"\"Run one bootstrap and plot k replicates over the original series.\"\"\"\n", " res = bootstrap(series, method=spec, n_bootstraps=B, random_state=seed)\n", " samples = res.values()\n", " fig, ax = plt.subplots(figsize=(8, 2.9), constrained_layout=True)\n", " for i in range(k):\n", " ax.plot(samples[i], color=color, alpha=0.35, lw=0.8)\n", " ax.plot(series, color=\"black\", lw=1.6, label=\"original\")\n", " ax.set_title(title)\n", " ax.set_xlabel(\"time step\")\n", " ax.set_ylabel(\"value\")\n", " # One proxy handle for the faint replicate cloud, plus the solid original.\n", " handles = [\n", " Line2D([0], [0], color=\"black\", lw=1.6, label=\"original\"),\n", " Line2D([0], [0], color=color, lw=1.2, alpha=0.6, label=f\"{k} replicates\"),\n", " ]\n", " ax.legend(handles=handles, loc=\"upper right\", fontsize=8, framealpha=0.9)\n", " plt.show()\n", " return res" ] }, { "cell_type": "markdown", "id": "0d31eb6f", "metadata": {}, "source": [ "## 1. IID\n", "\n", "**When to use:** only when you have already decided the observations are independent. **When not:** any serial dependence, because IID shuffles rows independently and destroys all ordering, collapsing the autocorrelation to zero. It is the baseline that every block method improves on.\n", "\n", "`IID()` takes no block-length parameter." ] }, { "cell_type": "code", "execution_count": 5, "id": "78e9b95c", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:09.358212Z", "iopub.status.busy": "2026-06-22T16:15:09.358027Z", "iopub.status.idle": "2026-06-22T16:15:09.830534Z", "shell.execute_reply": "2026-06-22T16:15:09.829146Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = show_replicates(\n", " x,\n", " IID(),\n", " \"IID: independent resampling (autocorrelation destroyed)\",\n", " color=\"tab:red\",\n", ")" ] }, { "cell_type": "markdown", "id": "fa4ccef2", "metadata": {}, "source": [ "The replicates look like white noise: the smooth runs of the original AR(1) are gone because neighbouring points are no longer drawn together." ] }, { "cell_type": "markdown", "id": "257fbcc5", "metadata": {}, "source": [ "## 2. MovingBlock\n", "\n", "**When to use:** the default stationary block bootstrap; overlapping fixed-length blocks preserve local dependence and every interior block start is equally likely. **When not:** when the two ends of the series matter and you cannot tolerate them being under-sampled (see the edge-effect section), or when a non-integer mean block length suits you better (use StationaryBlock).\n", "\n", "`MovingBlock` takes `block_length` (an int or `\"auto\"`)." ] }, { "cell_type": "code", "execution_count": 6, "id": "ce383acf", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:09.833123Z", "iopub.status.busy": "2026-06-22T16:15:09.832958Z", "iopub.status.idle": "2026-06-22T16:15:09.974519Z", "shell.execute_reply": "2026-06-22T16:15:09.973078Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = show_replicates(\n", " x,\n", " MovingBlock(block_length=\"auto\"),\n", " \"MovingBlock: overlapping fixed-length blocks\",\n", ")" ] }, { "cell_type": "markdown", "id": "fa862438", "metadata": {}, "source": [ "## 3. CircularBlock\n", "\n", "**When to use:** when you want every observation, including the first and last, sampled with equal probability; the blocks wrap around the end of the series back to the start, so coverage is flat. **When not:** when wrapping the series end onto its beginning is not meaningful, for example a series with a strong trend where the last value and the first value are far apart.\n", "\n", "`CircularBlock` takes `block_length`." ] }, { "cell_type": "code", "execution_count": 7, "id": "c39896cc", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:09.977435Z", "iopub.status.busy": "2026-06-22T16:15:09.977248Z", "iopub.status.idle": "2026-06-22T16:15:10.146192Z", "shell.execute_reply": "2026-06-22T16:15:10.144613Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = show_replicates(\n", " x,\n", " CircularBlock(block_length=\"auto\"),\n", " \"CircularBlock: wrap-around blocks (flat index coverage)\",\n", " color=\"tab:green\",\n", ")" ] }, { "cell_type": "markdown", "id": "4916ffc2", "metadata": {}, "source": [ "## 4. StationaryBlock\n", "\n", "**When to use:** when you want the replicate itself to be stationary; block lengths are random (geometric) with a chosen average, which removes the artefacts a single fixed length can impose. **When not:** when you need a guaranteed exact block length, since here the length is random around its mean.\n", "\n", "Note the parameter name: StationaryBlock uses `avg_block_length`, not `block_length`, because the length is a mean, not a fixed value." ] }, { "cell_type": "code", "execution_count": 8, "id": "e9db98a5", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:10.149241Z", "iopub.status.busy": "2026-06-22T16:15:10.149097Z", "iopub.status.idle": "2026-06-22T16:15:10.297477Z", "shell.execute_reply": "2026-06-22T16:15:10.296335Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = show_replicates(\n", " x,\n", " StationaryBlock(avg_block_length=\"auto\"),\n", " \"StationaryBlock: geometric (random-length) blocks\",\n", " color=\"tab:purple\",\n", ")" ] }, { "cell_type": "markdown", "id": "7f48c6af", "metadata": {}, "source": [ "## 5. NonOverlappingBlock\n", "\n", "**When to use:** when you want disjoint blocks, so each observation belongs to exactly one block partition and the blocks are independent by construction; simple and classic (Carlstein 1986). **When not:** when you need the smoother coverage of overlapping blocks, since with disjoint blocks there are fewer distinct blocks to draw from, which raises variance.\n", "\n", "`NonOverlappingBlock` takes `block_length`." ] }, { "cell_type": "code", "execution_count": 9, "id": "cae797f8", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:10.302681Z", "iopub.status.busy": "2026-06-22T16:15:10.302527Z", "iopub.status.idle": "2026-06-22T16:15:10.446419Z", "shell.execute_reply": "2026-06-22T16:15:10.444966Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = show_replicates(\n", " x,\n", " NonOverlappingBlock(block_length=\"auto\"),\n", " \"NonOverlappingBlock: disjoint blocks\",\n", " color=\"tab:brown\",\n", ")" ] }, { "cell_type": "markdown", "id": "8013dea0", "metadata": {}, "source": [ "## 6. TaperedBlock\n", "\n", "**When to use:** when the seam bias of plain block methods bothers you; a window down-weights the edges of each block so the joins contribute less, which recenters dependence-sensitive estimators (such as an AR coefficient) closer to the truth. **When not:** when you need replicates that preserve the raw marginal scale exactly, since the taper reweights values near block edges.\n", "\n", "`TaperedBlock` takes `block_length` plus a `window`. The available windows are `bartlett`, `blackman`, `hamming`, `hann`, and `tukey`. We show two of them." ] }, { "cell_type": "code", "execution_count": 10, "id": "ca5bc411", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:10.449018Z", "iopub.status.busy": "2026-06-22T16:15:10.448807Z", "iopub.status.idle": "2026-06-22T16:15:10.676400Z", "shell.execute_reply": "2026-06-22T16:15:10.675168Z" } }, "outputs": [ { "data": { "image/png": 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M7nsm55iKrp5zrb7vJSUlmDt3LubPn4+HHnoIL774IgKBAC6//HLL35UMK9cs1/cql+c22zH3xHdQIBD0TIQxLxDsA9TW1mLChAkmJUGSJCxbtizh9qtWrcJPfvIT7XdVVbFmzRqTQjN9+nR8/vnn+NnPfpbSEEvG1KlT4fF4oKpqyiX0vF4vHA4HVq1ahYsvvjhunJng8/nSbjN58mQ4HA6sWLEiTmFZsWIFCgsLMWHCBEQiEXg8Hnz55Ze46qqr0h73oYceQt++fXHzzTejpaUF9913X0Zj51i9bmvXroWqqnHRpC+++AKyLGu/H3rooRmdRy40NzejqqoKo0aN0j5buXIlAKRUlnvKPemMZ5af2+rVq3HRRReZ/rZmzZqsvj9TKioqcOGFF+LCCy/Egw8+iHHjxuHJJ59MaswfcsghGZ9funsH0KjtuHHjsGjRImzatAm/+MUvAAAnnXQSVFXFfffdB7/frxkcmTJmzJiEkfBsvzuX+5HJfc8Up9OZ0Ljv6jk3k/f9mmuuwZNPPokXXngB//rXvzBw4ECcdtppab8j2blmQq7vVWc/t4nore+gQCDoBro8sV8gEORMbM383LlzSXl5uVbjpqoqufnmm8n48eOJ8TXn9YHHHHMM2bJli/b5/fffH9coa82aNcTr9ZLLLrvMVBepqir54IMPtPpHfsyVK1fGjfO2224jTqczrgFXe3s7+fvf/24af0lJCVmzZo322TPPPEPGjh2btGa+pqbGdMxNmzaR4uJiMmnSJFMzo0R1i5deeinxeDxk2bJl2mcffPABsdvt5MYbb9Q++8Mf/kDsdjt59dVXTfu/8sorWi2usdkaIYQ8+eSTxG63k6uvvtpU57p582Yye/bsuIaCibBy3QKBACkqKiLnnXeedr719fVk1qxZpE+fPuSiiy7K6Tw4jzzyCAFA9u7dm3LMZ555JqmoqCDz5s3T6kE7OjrIMcccQwYPHkx8Pp+2bU+5J4nojGf24osvJqWlpWTt2rXaZy+++GLCba1+fyJir+v3339P3n33XdP70NLSQvr3708uuOCClMfK5Pys3jtCCPnVr35FvF6vqeEWIbRnh9frJS6Xi/j9ftM+uT6buXy31fuR6JnO5L5nco633HIL8Xq9CfsgdMbzm4hM3nfOCSecoDX/4z1X0pHqXDO5Zrm8V4Rk9+wkq5m3Ouae9A4KBIKei4jMCwT7AP/3f/+H1atXY9KkSTjqqKOwY8cOnHHGGTjnnHPwwAMPxG1/66234he/+AUKCwvR1NSEzZs34//+7/9w5plnattMnToVH374Ia666iqMGDEChxxyCFRVxdatW3HYYYfhscceSzuue+65Bx6PBxdffDGGDRuGMWPGoL6+HnV1dZg7d6623RNPPIH6+nocffTRmD59Onw+Hw4//HBccMEFuPfeexMe+6qrrtLqNRsaGrBixQocf/zxeOqpp7SUxWQ8/vjjCIVCOOmkk3DEEUdAURSsWbMGV1xxhen7+P/nzZuHP//5zxg5ciQ2b96MY445BrNnz0547F/96lfo06cP5s2bh7a2Nrz44otwuVza0nQTJ07My3UrLCzEv//9b1x55ZU46KCDMGzYMOzcuRPPPPOM6dpmex7ZUF5ejjPPPBOTJ0/GqFGj8P3338PtduOdd95BcXFxyn27454kojOe2X/84x+or6/HUUcdhaOOOgp+vx/Tpk3DnDlzcP/995vWGrf6/Vbo06cP7rrrLlx11VWYOHEiPB4PVqxYgcmTJ+PBBx9MuW8m52f13gE0zfef//wn+vbtiyOOOML0+fLly3HCCSdoqfH5JpvvzuV+ZHLfM+Hyyy/HU089halTp2LSpEmw2+3a2uudOefGkun7fu211+K8884DAFx22WU5n2sm5Ppedcdzuy++gwKBIP/YCGGdQAQCQa/hs88+g8/nw89+9jPtM1mWsXr1ajQ3N+Pggw/GiBEjsGHDBvzwww9aauHChQsxZ84crFy5ElOnTsU333yD9vZ2HH744Rg0aFDC7yKEYOPGjaisrERZWRkmTpxoasRUW1uLb775BieffDL69u2b8BjBYBCrV69GW1sbhg0bhgMPPBBerzduu3Xr1mHXrl044IADMGHCBGzcuBGbN2/G7NmzNQN97dq1WlM3gNYalpeXY8yYMQnXK161ahUaGhpw6qmnxv2tpqYG69evh81mw6GHHpq04U9bWxtWr14NSZJw8MEHm/oFfPPNN/D5fDjllFNM+6xevRqVlZU44ogjMGrUKDQ3N+PTTz/FgQceiEmTJiX8nmyuW1NTE77//nvY7XZMnz4dhYWF+N///oeKigpMmzYt5/PYvn07vv/++7TlFsb9m5ub8e2336KwsBBHH310XI1oT7knqcjnM8tZu3YtqqurMWHCBBxwwAG47LLL8OabbyZcN9rq9xtJdl0bGxuxYcMGyLKMsWPHJk1FT0Qm52fl3gUCAXz44YeoqKgw1S/zeWTcuHE49NBDTfvk+mzm8t2cdPcj1TNt5b5neo4+nw8rV65Ea2srCCE455xzTM6Bznh+jWTyvnOam5vRv39/HHvssfjyyy+THjuWZOeazXORzXsFZPfsJHomshlzT3gHBQJBz0UY8wLBfoTRmDd65AUCQdczefJk9O/fH59++ml3D0XQheyv9/2FF17AJZdcgueffx6XXHJJdw9HIBAI9gmyy/ESCAQCgUBgiT179uCLL74wffbwww9jw4YNnd6UUNB9iPuuQwjBM888g0GDBmnLnQoEAoEgd0TNvEAgEAgEnUhBQQHuuusu7NmzB2PHjsW2bdtQXV2Nu+66Sxg2+zDivlOuuuoqrFq1CuvXr8drr71mKa1dIBAIBNYQafYCwX6Elfp2gUDQOezcuRNbtmyBy+XC4YcfLt7B/YT9/b7/73//g6qqmDp1KoYOHdrdwxEIBIJ9CmHMCwQCgUAgEAgEAoFA0MsQNfMCgUAgEAgEAoFAIBD0MoQxLxAIBAKBQCAQCAQCQS9DGPMCgUAgEAgEAoFAIBD0MoQxLxAIBAKBQCAQCAQCQS9DGPMCgUAgEAgEAoFAIBD0MoQxLxAIBAKBQCAQCAQCQS9DGPMCQSezYsUKfPTRR3k/7vr16/Hmm2/m/bg9mWXLlmHJkiXdPQwAnXdfBQKBQNA1tLa2YuHChdizZ09ejxuJRLBw4UJs3749r8ftyTQ0NGDhwoVoaGjo7qEIBPsVwpgXCDqZRx55BL/+9a/zftwXXngB5513Xt6P252sWrUKn376KQBg06ZNeO+990x//8tf/oIbb7yxy8bzzTffYNGiRQn/lst9TXXcVH9Ld30EAoFAYJ0dO3Zgzpw5+Pbbb/N63NbWVsyZMwfvv/9+Xo/bnXR0dGDhwoVobm6GoihYuHAhdu3apf193bp1mDNnDtatW9eNo7RGunMRCHoTwpgXCDqZ6dOn46c//Wl3D6NX8MQTT+DWW28FALz++uu49NJLu3U8DzzwAH7729926XFT/a2nXR+BQCDozZSXl2P27NkYOnRodw+lx1NdXY05c+Zg8+bNCIVCmDNnjuZc7m3sS+ciEDi7ewACwb7Odddd191DEAgEAoFAEMOYMWOwcOHC7h6GQCAQZI0w5gUCC2zatAmbN2/GOeecA5vNBoDWh33xxRcYOXIkpk2bpm377bfform5WYvGr1ixAq2trfjJT36ibbNs2TKEw2H86Ec/QltbG1asWAGv14vp06fD4/EkHMPatWtRU1ODiRMnYty4cSnHW11djQ0bNsDhcGDq1KkYMGBAXs6lJ9HU1IRVq1ahqKgI06dPh8vlMv197dq12LZtGwDAbrejT58+mDp1Kvr27WvaLvZerFy5EgUFBQiHw9izZw98Pp9J2Tv33HPTjq21tRVr1qxBKBSKu19LlixJetxUfxMIBAJBPLIs4+2338bkyZMxYcIE7fMlS5agra0NP/vZzzS52tbWhiVLluDoo4/G0KFD0draiqVLl+KYY47BkCFDAOjy8Pjjj8eAAQOwevVq7N27F4cccghGjBiRcAytra1YsWIFCgoKcMwxx6QcbzgcxqpVq9Da2ophw4ZhypQpsNvtOZ9LTyPVdQuFQvjggw+03z0eD8aMGYNJkyaZtsvkXmRz3wSCfQFhzAsEFti8eTPOPfdcrF69GocddhgA4L///S9uuOEGHHLIIVi7dq227aWXXoqxY8dqBvAjjzyCVatWmRrh/OUvf0FdXR3uvfde3HzzzRg2bBhWr16N0tJSfPrppxg5cqS2bXt7O2bPno2vvvoKRx11FNrb23H88cfHGa8A4Pf7cfnll+Ptt9/GtGnTEA6HsW7dOlxzzTV4+OGH4XA4cjqXRGzZsgXr16+3dB1POeUUlJaWWto2Fa+//jruuOMOjBw5EmvWrEFpaSneeecdTJ48Wdvmu+++0+oVZVnGzp07sWXLFtxxxx24/fbbte34vbjjjjvwxz/+EYMHD0ZxcTEmTpyI2tpa+Hw+vPrqq9r2qQxrWZZx66234vHHH8dBBx2E8vJyrFixArNmzcKLL76I4uJifPzxx0mPm+pvAoFAIIjH6XTipptuwtFHH42XX34ZAG1Ad+aZZyIYDGLRokWYNWsWAOCtt97CZZddhi1btgDQa+bfeustnHXWWQD02u8333wTzzzzDHw+H/x+P9auXYsHHnggrm/Lc889h9/85jcYMmQIRo4ciaamJjz++OMJx7pgwQJcc801KCoqwgEHHIDVq1dj4MCBePXVV3HIIYfkdC6JIITgjTfesHQdR40ahSOOOMLStqnw+Xw47bTTUl63UChkknEtLS1YuXIlxo8fj/fee09zTmRyLzK9bwLBPgMRCARpaWlpIXa7ndx3333aZz/96U/JmDFjiM1mI3V1dYQQQmprawkA8thjj2nbnX/++WTs2LGm4/34xz8mgwcPJldddRWJRqOEEEL27NlDysvLydy5c03bnn/++aSsrIysXbtW++zRRx8lY8eOJQ6Hw7TtRRddRAoKCsg333yjfbZw4UICgNx55505n0si7rvvPgLA0s/69etTHuuJJ54gt956KyGEkNdee41ceumlCa/bJZdcol23lpYWcvjhh5ORI0eSUCiU8vgvv/wyAUA+//zzlMfcunUrIYSQM888k0yYMCHhsRLd1xtvvJE4nU7y4Ycfap9VVlaSIUOGkHnz5mmfpTpuqr+luz4CgUCwP3LllVeSiooKoqoqIYSQpUuXEpvNRkaNGkVuuukmbbsLL7yQjBgxQvt95cqVBAB56623tM8WL15MAJCjjjrKJHd//etfE7fbTaqrq7XPli9fTux2O/ntb3+rfXdNTQ2ZNWsWAUAeeeQR03c5nU4yb948IssyIYSQ5uZmcvjhh5PBgweT9vb2nM4lEZIkWZbPRhmViOrqajJ79myyefNmEgqFyOzZs8mnn36a1XVLRHNzMzn44IPJGWeckdUxM9k23bkIBL0JYcwLBBY58sgjycyZMwkhhEQiEVJUVESeeeYZUlhYSP7zn/8QQgiZP38+AUA2b96s7ZfMmHc4HKS+vt70+eWXX0769++v/b53715it9vJH/7wB9N2qqqSgw46yGTM822vvfbauLH/9Kc/JWVlZZoCke25JOKtt94is2fPtvSTTpin48c//jGx2+1k9+7dps8/+ugjAoC8/PLLps9lWSarV68m7777LlmwYAFZsGAB8Xg8mmODH9NmsyUcWybGfEtLC3G73eTKK6+M2/bhhx8mDoeDNDc3pz1uqr8JBAKBIJ7XX3+dACCrV68mhBByyy23kClTppCbb76ZTJkyhRBC5eaAAQPI5Zdfru2XypjnjlPO5s2bCQAyf/587bO5c+eS0tJS4vf7Tds+88wzccb83LlzSUFBgSYHOEuXLiUAyD//+c+cziURiqJYls9PPPFEymOlI5PrxtmzZw9ZtGgReeONN8iCBQvIueeeS4qLizVHRibHzOb7BYJ9AZFmLxBYZNasWXjwwQcRDAbx7bffIhAI4PTTT8fChQuxaNEiXHzxxVi8eDGGDRuGiRMnpj3e8OHDTbXsADBixAg0NTUhFAqhoKAA33//PVRVjUt9s9lsOOKII0zpdWvXroWqqjjqqKPivmv69On48MMPsWPHDhxwwAF5PZezzjpLS0/sCgYPHhxXH3jkkUcCoKn1F154IQBg0aJFuOyyyxCNRjFlyhSUlpbCZrOBEBK3pvCgQYMwfPjwnMa1evVqRKNReDwevP322yCEAKBpji0tLVAUBRs3bsRxxx2X0/cIBAKBwMzJJ58Mu92ORYsW4bDDDsPixYtxyimn4JRTTsGDDz6I+vp67N27Fw0NDVqaejoOP/xw0++87rqmpkb7bM2aNTjwwANRVFRk2pbLJCPfffcdxo8fj/LyctPn06dP146V73Ox2+1d3uDPynULBAKYN28e3n33XUyZMgVDhgyBy+XCli1b4Pf70dHRgbKysoyOmc22AsG+gDDmBQKLzJo1C/feey8+++wzfPXVVzjkkEMwcOBAzJo1Cw899BAIIViyZAlOPfVUS8czCiqO2+0GQGvkCgoKEI1GAQCFhYVx28Z+xreNVSqMn0UikbyfS1fXzKe6Fvz8AoEAzjvvPBx//PF488034XTSqU5VVXi9Xs3Q5lRUVOQ0JoDWAAJUIdu7d2/c32fPno2SkpKcv0cgEAgEZsrLy3HYYYdh0aJFuPLKK/Hdd9/hvvvuw7HHHguv16s1F7XZbDj55JMtHTNWRnP5HA6Htc+i0agl+cy37devX9znHo8HDodDk1/5PBfSDTXzVq7bPffcg/fffx/Lly/XevcAwB/+8Ads2LAhTkZbOWY22woE+wLCmBcILHL00UejqKgIixYtwtdff41TTjkFADVQf//73+Pll19GfX09fvSjH+XtO0ePHg2ANumJxdhQD6CCGIDWwd3Itm3bYLfbtcZ6+TyXt956S1v7PB3r16/HwQcfbGnbZNTU1CAajWoCGtCvBb9e69evR3t7O+bOnasZ8gB1PEiSFHdM3tXf6ueJGDt2LABqtN9www0pt0113Ey+UyAQCASUH/3oR/jb3/6Gd999F263G8cddxw8Hg+OP/54LFq0CHv37sWhhx6K/v375+07R48enbABXax8BqiM5tl2vHs9AFRWVkJRFE1+5fNcFEXBnDlzLJ3LvHnzMH/+fEvb5sqyZcswZcoUkyEPABs2bOiS7xcI9iWEMS8QWMTtduP444/HW2+9hd27d+Mvf/kLAODggw/G4MGDcfvtt8Nms+XVmD/44IMxceJE/Pvf/8bVV1+tdbDftGkTvvnmm7htDzroIDzzzDP47W9/i4KCAgBAfX09XnnlFfz0pz/VouL5PJeJEydi9uzZls4nUTZCNjz33HO4+uqrtd+feOIJuFwunH322QBoKj4AVFVVmfZ74IEHEq4CkIx+/fqhvb3d0rYHHXQQjjnmGDzxxBO44oor4jIQqqurtXS/VMfN5DsFAoFAQJk1axbuv/9+3H333TjuuOPg9Xq1zx988EF0dHTgN7/5TV6/c86cObjyyivx/vvv4/TTT9c+f/bZZ+O2Pe+887Bo0SK89tprWjkYQFe8sdvtJqM7X+dit9sty2fjsrSdzeDBg/HNN99AkiRNJq9Zswaff/55l41BINhXEMa8QJABs2bNwocffgiv12uqff7Rj36E//znP5gyZUpcHXwu2Gw2PPvsszjllFNw4oknYu7cuWhvb8cHH3yAiy66yKQw2Gw2vPDCC/jxj3+MGTNm4PLLL0ckEsHjjz+O8vJyPPnkk51yLl1dMz9hwgR8++232Lp1KyZPnoxPPvkEL730Ev7+979rmQcjR47EnDlzcPfddyMUCmHIkCF49913ccQRR2SU5n/KKafg2WefxW233YZDDz0Udrs95TJx3GkyadIk/PKXv8SoUaNQV1eHr7/+GtXV1Vi9enXa42b6nQKBQCAAZsyYgcLCQlRVVeGaa67RPp81a5a2LJnVenmrXHrppXjjjTdw/vnn44YbbsCoUaPw7rvv4vjjj8eCBQvitv3oo49wySWX4LvvvsPEiROxdOlSvPLKK3jooYdMa6zn61y6o2beCtdddx3efvttnHHGGTj//PNRVVWFd955B7/61a/w0EMPdffwBIJehTDmBYIMOP300/HVV19hwoQJWuQbAObOnYtgMIgf//jHcftMnz49rib7uOOOQ1tbW9y2PMptTCE/5phjsG7dOjz99NNYtmwZJkyYgLfeegsffPBB3DGOOOIIbN68Gc8//zyWL18Oh8OB3//+95g3b15cvXY259Ld8Ot2//3347nnnsNnn32GkpISfP755zj++ONN277yyiuYP38+vv76a+zZswdXXXUVTjvtNFRVVZnqApPdC4BGUlRVxZIlS7BgwQIQQjTDOtF9HTFiBL777ju88cYb+PLLL/HDDz9g+PDhuOyyy3DaaadZOm6qvwkEAoEgMR6PBzfccAM2b96MM844Q/v8kEMOwdy5cxEOh3Hsscea9ikvL8fs2bNNTVUHDhyI2bNnY+DAgaZteZTbWCrmcDjw/vvv48UXX8Rnn32GxsZGXHfddZg6dSq++eYbjB8/3rT/66+/jvfffx8fffQRlixZgqFDh2LlypVxTduyOZfuJpPrNmPGDKxZswYvvPACli5dioMOOghLlizBl19+icrKSk0HyuSYmWwrEOxL2EhslwmBQCAQCAQCgUAgEAgEPRp7+k0EAoFAIBAIBAKBQCAQ9CSEMS8QCAQCgUAgEAgEAkEvQxjzAoFAIBAIBAKBQCAQ9DKEMS8QCAQCgUAgEAgEAkEvQxjzAoFAIBAIBAKBQCAQ9DKEMS8QCAQCgUAgEAgEAkEvY79bZ15VVezZswclJSWw2WzdPRyBQCAQCLocQgh8Ph+GDBkCu71z/fpC7goEAoFgf6ez5O5+Z8zv2bMHw4cP7+5hCAQCgUDQ7dTU1GDYsGGd+h1C7goEAoFAQMm33N3vjPmSkhIA9EKWlpZ282gEAoFAIOh6Ojo6MHz4cE0mdiZC7goEAoFgf6ez5O5+Z8zzFL/S0lKhVAgEAoFgv6Yr0t6F3BUIBAKBgJJvuSsa4AkEAoFAIBAIBAKBQNDLEMa8QCAQCAQCgUAgEAgEvYxem2YfjUZht9vhdPbaUxAIBAKBQCAQCAQCyxBCIMsyZFnu7qEIEuB2u+FwOLrs+3qdJbx69Wpcf/31WLFiBUpKSnDBBRfgr3/9KwoLC7t7aAKBQCAQCAQCgUDQKUQiEezevRuBQKC7hyJIgs1mw6hRo7qkwSzQy4z5TZs24YQTTsA111yDjz76CG63G88++yw2btyIadOmdffwBAKBQCAQCAQCgSDvqKqKbdu2weFwYMSIEXC73V3SxFRgHVVV0dDQgKqqKhx00EFdEqHvVcb87bffjoMOOgh//etftc+uuuqqbhyRQCAQCAQCgUAgyBsRP2B3AK6CzPclBAg0AcUV+R9XNxOJRKCqKkaPHo2ioqLuHo4gCQMGDIDP50M0GkVBQRbPcIb0mgZ4sizjo48+wpw5cwBApJcIBAKBQCAQCAT7Gg2bgObt2e0bbgcqPwfCHfkdUw/Cbu815tt+SVffn17zNDQ2NiIUCiEQCGDixImoqKhAWVkZfvvb3yIcDifdLxKJoKOjw/QjEAgEliGE/mSLquZvLAJBL0DIXYFAkBNSEFCi2e2rKvTfbJ0Bgn2K/v37o6mpqbuH0an0GmOe14Q8/vjjePnllxEMBrFs2TK89tpruOOOO5Lud99996GsrEz7GT58eFcNWSAQ7AvUb6BRgmyQwsDmdwAplN8xCQQ9GCF3BQJBTkhhQJGy21eVAZsdaK0C5CwdAoJOxaqBvT8Y4vmg1xjz/fv3h9vtxkUXXYTDDjsMADB58mTMmzcP7733XtL9br31VrS3t2s/NTU1XTVkgUCwLxDxZW+MKxEaJWjekd8xCQQ9GCF3BQJBTkjBHIx5CfCWAgV9gdbK/I5LkBeamprQv3//vG23v9NrjHmn04kZM2YgGAyaPg8GgymbC3g8HpSWlpp+BAKBwDJSKAelgqX7tezQ/y8Q7OMIuSsQCLJGkQCi5pBmLwN2J1A2DAg253dsPQxZlrF79+5O/bGylv3SpUtxyCGHoLi4GMcffzw2bdKzGYuLi/HAAw9gxIgRuP766wGYI+7vv/8+xo4di4EDB+Kee+5BcXGxVj5t3K64uBgPP/wwhg0bhkGDBuHVV1/VvmPcuHGw2WwoLi7GKaecgtra2rxd495Ar+tmf8YZZ+Dkk0/GjBkzsGLFCsyfPx/3339/dw9NIBDsq0ghwOHKbl9VBtxFgN1FU/76jc3r0AQCgUAg2KeQWNAuFye63UW74e/jTvS6urpOL2OqqanBsGHDkv69tbUV5513Hp555hnMmjULf//733Heeedhw4YN2ja1tbXYtGkTiouLTfu2tLRg3rx5+O9//4sZM2bg//7v/1I2ON+zZw82b96M1atX49xzz8UFF1wAANi+nfZHCIVC+Pvf/44///nPePrpp3M57V5Fr4nMA8BJJ52EV199FU888QSOOeYYPPLII3jsscfw61//uruHJhAI9kUIAeRw7hGCvqOAjj15HZpAIBAIBPscEmtqreZQM293AjYH/b+gU1m1ahUmTJiAs88+G8XFxfjjH/+Impoa7N27V9vm1ltvjTPk+b6HHnoofvKTn6CkpAR33XVXyk7wt956K0pKSnDiiSfCZrOhtbUVAHD//fdjxIgRKC4uxm233YbNmzfn/0R7ML0qMg8Ap59+Ok4//fTuHoZAINgfkJlSoWSpEKgyjQ44XADZtyMEAoFAIBDkjByi68vLyVeqSgk35u3OfV7uDho0qNN7kgwaNCjl30mC1X4IIVrjcgAoKSnJaN9keL1e7f8OhwOKomDdunV46qmnsHjxYowZMwZffvklbrvttpRj3tfodca8QCAQdBm88V2ukXm7iBAIBAKBQJAWKQx4Sqn8VRUqPzNBkeg+dsc+vzSs0+lMmQLfFUybNg1btmzBW2+9hVmzZuGxxx7DiBEj0joB+L7fffcdFi1ahGOOOQb33XdfSmM+EaFQCA6HA6WlpWhqasJ9992X7an0WnpVmr1AIBB0KVKIGuNZp/speoRgH1cqBAKBQCDIGSkIeFgkNxtHOpe7Is2+S+jbty9ef/113HnnnRg0aBA+/PBDvP7665b2LS8vx/PPP4+rr74aY8aMgdPpRElJCTwej+XvP/LII3HyySdj/PjxOOGEE3D44Ydneyq9FhGZFwgEgmRIIapUhFqzixAYa/f28XQ/gUAgEAhyRg4DRRVUdipRmnKfCaoM2IuovBZyt0s4+eSTsX79+oR/8/v9cZ8Z144/88wzceaZZ8Lv9+Oxxx7D1KlTtRR943axx6mrq9P+//TTTydteLc/rFMvIvMCgUCQDDkEeMvo/7PprMtr5veDrroCgUAgEOSMFAKcXtprJlu569g/utnvC1xyySWw2WwYOHAgPv74Y/zrX//q7iH1OkRkXiAQCJIhhQB3MWCzswiBN/0+RrTIvF2k+wkEAoFAkA45TKPxDneWafbMiS7S7HsF8+fPx/z587t7GL0aEZkXCASCZEisq67DlZ1SoNXMi3Q/gUAgEAhSQkgeIvOS3qsGEP1qBPs8wpgXCASCZJgiBNmm2fMlcgj9EQgEAoFAEI8cof+6CgB7tsa8wYkOCEe6YJ9HGPMCgUCQDCnIlApnDul+rAEeIOr3BAKBQCBIhhyiznO7I8c0eyF3BfsPwpgXCASCRCgSVQKcLDKfzfJ0xgZ4gIgQCARdRe1qIBrs7lEIBIJM4Cn2AEuzz8GYt9v13wWCfRhhzAsEAkEipBBtXOd059ZV15juJyIEAkHX0L4b8O3t7lEIBIJM4J3ogRx61ch6vbzdKZzogn0eYcx3BTUrgXB7d49CIBBkAq+XB3Iw5hVdqRAd7QWCrkORgMC+v76wQLBPwbPZgOzS7FWV9qbRjHmxPN2+SmVlJX7xi1909zB6BMKY7wr89YC/sbtHIRAIMkGRaAMegDXiySHdDxARAoGgq+DdqwNC7goEvQpV1Wvds0mz5w5zo9wVxnyX8NZbb+Hss8/Gcccd1yVGdiAQwJo1awDkbthv374dl156ab6G1uWIdea7AlUWkXmBoLdBFEOEwEUj9ZlijDLYHWKJHIGgK+D9LeQwEPEDnuLuHY9AILAGMWSz2V2AkmE2m2bMM7lrE8vCdgUvvfQSbrzxRtx7772YMGECioqKuvT7Bw4ciOuvvz7r/f1+P7777rs8jqhrEZH5rkCVgXBrd49CIBBkgqrEpPvlUDMPUKVCpNkLBJ0Pf88Ky0V0XiDoTcTJ3Uwj8xLd32ajv9tFeVtX8Mc//hHPPPMMLr/8chx77LGYOnVq0m1POeUUfPLJJ/j5z3+Oxx57DACwefNmXH755fjxj3+MW265BW1tbQCALVu24IorrsD8+fPxs5/9DL/5zW+0vxmpr6/HI488ov2+adMmXHnllTjxxBNx7LHHorq6Go2NjTj22GNx3HHH4ayzzsKLL76obX/jjTdi+/btOPbYY3HRRRelHFMkEsHtt9+OWbNm4dhjj8Udd9yR49XLHRGZ72y4VzHcQet4+AQjEAh6Nqqip/tlszRdoto9ESEQCDofRaLvXVEFEGwGykd394gEAoEVVJn2lwGyTLM3RPYB5kTfx+Xut//uvP4gRf2BI69MuUl9fT1qa2uhKAp+8pOfoH///vj973+f1KD/+uuv8eCDD+J3v/sdJkyYgJqaGsyZMwe33norBg0ahHfffReXXXYZ3nzzTfh8Prz00kuw2+249tpr8dJLL+HCCy/Ehx9+aDqmMeW+qqoKM2bMwE033YSLLroITqcTFRUVcDgcuP/++wEATU1NuPvuuzF06FCcfPLJuPTSS7Fr1y7cf//9KCwsTDmmf/zjH/j+++/xhz/8AV6vF/3798/Dhc4NYcx3NppHkAARH+At7dbhCAQCi8Sm2Wfq3Y+r3dsPlAqBoCegKvSdLewP7F3b3aMRCARWITGReVXOLBCmynqvG0D0qukC2traYLfb8fzzz+P666/H6tWrcdJJJ2HLli0YMGBAwn0ee+wxjB8/HgBw//33o729Hf/85z8BAKqqYv369dq2ZWVl+Oc//wmHw4GZM2eioqICra3Js51ffvllzJkzB7fddlvc3zZu3IgPP/wQzc3NaG1txVdffYWTTz4ZkyZNQlFREY499ti0Y3I4HAgGg4hEIpg2bRrKysqyuGr5RRjznY0q0UnIW0br5oUxLxD0Dowe/mzS/bgCIdLsBYKuhZe3uIsASaw1LxD0GlQVcLnp//kSdYpEl4i1tL9sjszvD71q0kTOO5shQ4ZAkiQ8+OCDGD9+PH784x/j7bffxvLly3HGGWck3Gfw4MHa/5ubm3HSSSfhyiv187AZnDf9+vWDw0EdPB6PB2VlZWhvT96HrLW1FUOGDIn7/NVXX8WTTz6JO+64AwMGDMB//vMfBIOJ5UOqMV177bVwuVx47LHHMHfuXPzud7/DXXfdlXQ8XYGome9suJfQ20c0wRMIehNE0dP97M7Ma+YVie6v1e45ALKPKxUCQU+A1806XPSdI6S7RyQQCKygyuZu9kBmjnRj01lAONG7gJKSEhxzzDFamntzczOqqqoSGtSJOProo/HNN9/gwAMPxLHHHotjjz0WM2bM0P6+detWrFu3DgBN0Y9Goxg+fHjS402fPh0LFy6MM/i3bNmCk08+Geeeey6mTZumHRMACgsLEQgELI3J6XTimmuuwccff4wVK1bg0UcftXSenYmIzHc2CvMSevsA/rruHo1AILBK7Hq3mab7kf2wdk8g6AlwJzo3ClRZNwwEAkHPxZhmD2SeFcf7ZXCySbNvq6FZtN7uT5/uLTz88MM444wzcP/996O6uhpz587FEUccYWnfc845B19++SXGjBmDCRMmwO12Y+rUqXj88ccBACNHjsTll18OWZaxY8cOPPvss1qkPhGzZ8/G4sWLMWrUKEyYMAFOpxMvv/wyzj33XBx33HH49NNP0dTUhLFjx2r7jB49GjabDVOmTMHBBx+M//73v0nH9MADD+C9996DqqrYsWMHrr766twuXh4Qxnxnw1N+vGVA05buHo1AILCKqgJOZgBwQyATo0BJkO4navcEgs6Hl8jw908Y8wJB70A1ZMQBma8TH9sAL5tu9i07aABuyKGZ7bcfM336dFRVVWHTpk0YOnSoKY0+lsWLF6OwsND02SOPPII77rgD27dvRzQaNdWh9+3bF8uXL8cPP/yAwYMHo7y8HAAwZswY/Oc//4n7PwA89dRTuPvuu7Fjxw4oioKKigqMGDECVVVV2LFjB8aPH4/29nbIMn02XC4X1q1bh02bNqUd0+zZszFjxgw4nU6MGjUKgwYNyvHq5Y4w5jsbVQIcvHYvJDraCwS9BWOEgCsHStS6URAbmRcN8ASCroFH5+yszEWk2QoEvYNEcjMTJ3is4y6bEjlV7rzu8LnQVg24+nXf9xNCy5bsiaPihYWFlqLxRx99dMLPy8vLceSRRyb8m8PhwKRJk+K+j3fMN/6fM2DAgLgGfKWlpdp2xcXFpr95vV4cdthhacc0btw4jBs3LuE4uwtRM9/Z8Mi8gzXvyGataoFA0PUYPfw2G1smJ4P3V5FE7Z5A0B2oMnWiAyyyJ947gaBXkLDmPUNjPnb/THvVKDIQbgPkDJvedja7VwJRf/d9P1G6fC6dOHEinn322S79zt6IMOY7G1WhtXsOQ2RPIBD0fIzr3QL0Pc7EmE/UVTfTNPv23UCwJbN9uoLqFTTTqLsItwO1a7rv+wU9G9VQN5tpmq5AIOg+VFXvdQFkF5mPy4jLclnZYA+LzhOy3zXzLC4uxpQpU7p7GD2eXmvMP/bYYxg1ahTuvvvu7h5KahRJT/lxuKmSIRAIej6xjXgyjfDF1e45M18ip6USaNiUfruuxrcXiHbjkl8RHxBo7L7vF/RsuBMdEJF5gaA3ESd3MzTG44z5LJx5qgQU9sufjFFVoGVn7scAesCKOPuXM6G30CuN+dWrV+Nvf/sbAKClpQdGrYyohlRbh1uk2QsEvQVViY8Q5KJU2LKIzCsRwFfXvVHwRBC1e5v5EVVEWwXJMb572UTmBAJB9xDrBLdluE58nNy1ZyarCKFjKB0K+PNkzAebaCZZLlF17RzoMdRMAwP5gEDY8hbp6vvT6xrg+Xw+XHjhhXj66adx8803d/dw0qPKer28I4tGHAKBoHuIbfSScWQ+UbpfpsY8y+xprQIGHJjZvomQo0DlF8DYk2hzsGwhavdGCFRFrAwgSI6xX4WIzANN24Hy0UkbVwkEPQYS280+mzT7HJ3wAFAyCKhbZ86uzRZ/A/03lwbYTHfwOG2w2+2orq7G4MGD4Xa7YeuqptqKRB0rsrDoU6GqKhoaGmCz2eB2u7vkO3udMX/11VfjtNNOwymnnNJLjHkFcPF0P5eomRcIegsJ0+RzacSTxRI5cgToP54a8xUTc18JI9BAG/sQBVknZnGPc3dGxkVkXpAKY0dru0s8K3VrgaJ+QEHf7h6JQJCaOGM8G7lrML6ziewDgKeE/itHcjfmebo+UZG13GXOcztUjB8/Hrt370Z1dXVu48oUVaHjEMt8psVms2HUqFFwOLrGgdqrjPnnn38e69evx8qVKy3vE4lEEIlEtN87Ojo6Y2jJUQyNeBxuESHYuggYebQ+UQoEPRVVjkmzz6Jm3ukx759RhEGl39d3FND4A60T95Za3z8RWoQgh6g6P4fuTrMXkfkeS7fLXaMjTqTZ04igsp9fA0HPhzd4yyVNPpETPpP9FYl+p82WXdPaROMJsXLgvMhdFR6PB2PGjIEsy9o66V1C01agpRoYf0rXfWcvxe12d5khD/QiY37Lli246aab8Nlnn8Hj8aTfgXHffffhz3/+cyeOLA1GL6PDLSLzUpDW/wpjXtDTIYo5FT2rNPsiw/4ZRgj4XOEsyFwhSYYWIcildq+HROa54tdVKYYCy3S/3DV2s3ft38Y8f9dF811BT4fLlHz2qslmfx55ttlzLycLNBmycvMnd202G1wuF1yuLoySOwHYJcDrFXK3h9FrGuAtXrwYgUAAp59+OkaNGoVRo0Zh06ZNeO655zBq1CgoSmLF8tZbb0V7e7v2U1NT07UDV43d7J3CmCeq6Bsg6B10RgO8TPZXIvQ77fbMUwUTIYVodB/ITUFR9QhBt9ETxiBISvfLXWMDvCzKW/YluDEv5K6gp8Md1nHrzGfaAC9Wbme5tF0+5G6gESgeSP/f2+VuT3DkCxLSayLz8+bNw+mnn2767NRTT8X06dNx5513Jk1n8Hg8GUXy845xiRyHG4j4u28sPQIiHBqCng8hrAFeTLqeEkm+TyyJlIpMoutyFHB4DPvmQako6AOE2vKW7tdtaEpFzDUW9Ai6Xe4qMZH5TN7bfQ3juyIQ9GTUBMZ8xg3wlATOgEyd8PmMzDfSUrn2mhwz4ti+3epE58vjKehF5uN+Qa+5GyUlJSgpMadmu91ulJaWYtSoUd0zKCvEKRX7uSFLiFAqBD0fLjBjG/FIGaytnms3eyUCOFkn1EzrBhPhbwSKBgDhjhyN+R7gne8JDgVBzyTYCkQD5pp5aT+OJPF3RETmBT0dVTZ3sgeya4AXm1GXiZwwrYSRBye6FALcxfT/+XCid3d5W3ePQZCQXpNm32tRJJpeD9B0+/25bk2k+wl6C9zhlGsDvFzS7OWIvqxlPiIEoVagsJwpSzlECHpUup9wDApiaNwM+PbGdLPfn58TUTMvsECgSS/D6i6IQvVEX73+WSarwPDIcWxGHWDdAI2tmVdl6hzMFlWmNkCuMpwYo+LdRD6a3yoyUPNtfsYjR4GOPfk5Vi+nVxvz//vf/3DnnXd29zCSU7eBLillNxjz+7Mhqyng8dfg/fffx8iRI/HSSy918aAEPQ5VzS0dLS9j4I14jA3wMqy9TRSZzzRCwNPsbfbcveGqTJ0D+4RSkacIQT47fItoRc9ADlOjRNTMU1JE5hcuXIhRo0Zh4cKFXTwoQY+jeTvQ1sVLncWiqkDUB+xaRjPIgMzS7JPV3AOZGfNazbwd8NcBVcus7ZvweCw7N1e526Oc6DnIuvYaYP0Cs8MmWwINQN363I+zD9CrjfkhQ4agvLy8u4eRnIiPrulsXJpuf06z15SKeMXq2WefRXV1Na644gqsXbu2iwcm6FHUrQMat3TvGIhClYqtH+lKcFbd7BMpFRaFsTHN3u6g80n1CuvfHzcerlTYen83e612LwfFJtgCLP1TfqJRwRZgxye5H0eQO1KYZrVwWbu/R+a1bvbx1+Dpp5/Grl27cMkll2DLlm6ecwXdi6pQR1h3QhSaSEIIsOc7+pktg/K0hBl1Dv3YVlAkc818xJ99ZJ4HJuyu3DPieoTczYNDQWb9S3avzP1cRENtjV5tzPd45AitseXv734fmU+e7rdhwwYAdH3iCy64AMFgBrXJgn0LJZpbWls+UBUqiKUgUL+RfpZN7V5sZJ5/bgVjAzybnabJd9Ra//5YlHxHCHp5ZD7qo3P07lW5j0eO0NpIQfcjs1UgAk3090zf232NFJF5LncDgQAuvPBCRKP7cbBhf4coVOZ0J1w2Fg+kTta2mswy2rQGegbTxmajP5ZT9Q1OeLuD6iJEze7acF3X4cqDE30fkbtKBHAV0mM1bc1tPKoiyocYwpjvTLiXM9xG/+URgu5OIe4uNKXCPCkGg0Hs2LFD+/2HH37Ahx9+2JUjE/QkekKEgAsrdzHQspNGXjOJzCfrhg9kECGIAk5uzDuAqD97TzQfj4NFCPIRme/OeSwfDfCkCL0n/gaqNOY6HqFU9AyUCOAuAoLN9PdMM2r2NZLI3ebmZuzdu1f7/bvvvsMnn4jskv2WHiN3CTX2yoYCoZbMnHEkpk8NJ5NjxNbM88CCnIWzVsvqc+TRid6dcjcPGXFylF6PksE0QJHreFRl/7WpDAhjvjORwzS1PsgiBLyZ1f4anU8SIdi0aRMIexnHjx8PAF2/LrGg50B6gFLBjUVvGdB3JK0lzMQo4NuZGuDxCIFVYz4So1SwbJVsIsDGUoGca+Z7UlfdHIw0JUrn5D4jgbZduY2HKxT7cwS4pyCHgcL+uty1Z9h4cp8jcZo9j8o7HA6MHj0agJC7+zVE0VOgu3MMhNB31uGmJZmZNI6NXZaOk2mqvpZm7wAkZsxLWegksY6BfCxN1xNWkclV7tpYtkWuZcf8WuyvNpUBYcx3JnKEKhU83Y93td9v6+ZTKxUjRozAhAkTAMAUMRDsZ6g9QKngxpnDRaMEfLmaTJQKID5KkIliEptmz5WKbBwdJueCrfen2eejdo8rFTZb7nMyEUpFj0GOAkUVNOrDV5TYn435JE50LncPOOAAbXlfIXf3Ywjpfic6j8w7XPpSzvYMlmWNXUGGk0kTPePSdDwy73BntiytNh5jqV2OcrdHpNnnYa17JaqXTuQqLzXngpC7wpjvTOQIUNSfpvvxhk0O9/774KVRKg4++GAMGjQIgFAq9muI2v1KBVEAsDR5TanIJFVPokaiPWaKzaT+L7YBXjQXY54pKDZbHrvZ94SuujkYaby2Oh9KBZ/f99e5vafAaygL+tD3Ndyuv7e9MRUzGgB++CC3Y/DzliOAr077WMhdgQlVofOp1QatnTUG3jDO4dIdrpmk2dsSROazTbPnsqGwX/ZOdGMzvZ4gd/2N2fdGyFdGnIjM5x1hzHcmSgQo6EsVRl4331ub4KkK7aSdj1pbJWpKFTYqFYMHDwYA1NXVxe0u2E8gCpvouzGaZoysOwzGvPFv6fbPpXaPkPil6aQg4O2TXbqfYlQqbOgRXXXlSPaKYz5q5pWormDlK0LQG+f2fQlFos+U00ufd2Pfit5YAuFvoLIyH3I32GRq9rh+PV3SSchdAQB9DutORzphkXktzZ41bbXcAE+Od6ADbJ7PYmk6hTl8vaXZReYVSc/IzVfNfK7zWO1qutxetmPIdIndWIzZFnmLzO/HmVcMYcx3FqqqN7ByenUPVG815kOtdH3IXF4arpBEOoBti7WPExnzIkKwH8MNvO5UKnijSoeLZdMYBLyVdyC2kz3HZjHdT5sv3PrvqgoUlmfXiCd27dyesM589TdAx+4sx0ByPw/eiEdV8hchEEpF96JKAAiVu/z5yOS97WkEW+i/Ob2vhF4DOaLNqYSQ/VPuEgLUb9JlTKBJv8a9kfofgLoN+TkW6Qly15Bmz7NYO/awrIFcnOiZlMgZHN+81M1ZkGXNvGSQu0BuTnSFXpNc5wIpkL0NQlTdSZotisSyLdTcG4Inae65PyKM+c5CleiD5iwwK508Zbe3wbtO5vri2R10UmSR+dbWVtTW0uW2Jk+evP+m+0WDeoOz/R0tQtCNdfNE1ZVgLTKfwdJySZUKu7X95QidN7hXX47SlHtXYfZKhRYhyEPNvN2ZezpmxJf9Pead+XMx0NSIbszzrrjZIiLzPYNE3aN5pK43GvOBRvpvrs43p4dGGZlTsLa2Fu3t7QD2M7krhYCGTbrB2roLaM/SodgTqF0J7Pk+P8fSUpbzoJ9G/NnNpzzN3+6i8kqJAvUbaLmJJWNeTpxmn0mqvjGazgNyLm92jWdVJb9p9g5Xbk50Oaxn/WU1BuZQyEVWymwVGZKH543rIELuCmO+09DS/Txm5ZlH+XobmjGfa4TAxZQKCVBkbNxI1/C22+2YOHGiFiFobm7ev9a8bd4GNG3p7lH0DLigyEeEQFWzc0AZG+AZs2msevh5jXosVpUKRdKj8gDrbO+mSkVPiMw7cvTO8yaH2QphNQ9RCplFCAi7n7koBPlUhAXZo8r0+bbFLAWVq+OnO5DCdDlKIMd6f0KvhyIxY0nSovJerxdjxowxpdmT3thbwCr8evJngSjd21AsV4LN+XuuiQK4CvIjd3d/SyPq2YwB3InO0uwJoZ9bOU8eMIolo1R9QzRdZnLXWZD90nR562bPnBy5ONF5wCjb3i5EpY6OXN4ZVQLchWyuzrH5rEiz1xDGfGfBG2A5YpaCcrh7p8KXF2NepddCVagCrUqorKwEAAwfPhxer1dTKgCgvr4+lxH3bBQZqPpKb0TS3Y1ncqXyS2Db0vwci0eS8qFU1CzPLvISq1SoMkvPzEO6n6U0+4i+xjzAlrn0MqUii2i2qWY+V6WCG9I5CHRNqc4l3S/HLuWKRJVXRaLXJC9KRS82DPYFFAnoqAXaa81O9Ewicz2FYBPgKaH/z1nu2nQZo0ioqqoCAIwZMwYOh0OTu9FoFK2tOa793JOJ+Oi/xve1Oxt55kqoJT9NNwmhP67C/GTEKXJ2c7Oq0h+HU3dmc1lsRd4kk7tc77Ty/TzoBBgi8wXZ9XgxOfVzzYjjhnQOx+Ar4uTiRLe7cozMRwF3MdVp7DmWHYsGeBrCmO8sFJkK4469Mca8s/cZ84pkEIK5CD5W52pQKhobaRrhgAEDAAADBw7Utt6nU/4aNgG+vbq3V1V7b4Qg2AJs+V/ua3VziJI/pUIKZfe+qbLuCedKRfN2JtBzqJm3mp7OIwLa7yzN3unJMt0vjxECLc0+F2OeRQiybXJIlDxkBxiUCh4FyhZ+PXvb3L6vobLoM5F7f2Q+0ERXwwHyZMwzR6QaL3d5mj2wj8tdviIIn4OJ0nud6NFg9vItFv58uQrzlBEnZffMak50l6EJnURLzXNJs7dbjCablnCFbnA6vfrvmZDXbvb5cKLz5z+LuZDLuFzHwOUub26Yk9wVS9NxhDHfWagSnWilUILIfC9TKkJtdDLLR3oujxCwTpZcqaioqABA0/769u0LYB/urBtup4YhV7AAaB3ceyMb36L/5suQURXAXZQnpcJiJD3RfjyljC/pxoVOLjXzVteZNy6PA9Br4XTTCIEqZz6HqHL+IgSE5J7izpWKbJ8ZorKMiVzS7CM08qnNS3mIEAilontRDO+GUV5Zfe96EsFmoDAfxjxhPUBUwG4DFDlO7vbt2xceD80E2mflLmAoWzBG5nupEz3QQP/Nx3PN5y93npzo3BmeKXKULenqZJmtfHk6WDseUZJ0s7dZdAaw+dthSLO32ai+BmTuSFdiy9vykWafoxM92ybcxoBkLnJXkagxD+SeZq8qrB+IkLvCmO8sVJm9dDZWl8le4t7YAC/cRpfYs9mBnJe0sunCR4035gHs+511G34AykfTlGnjciO9LQ0UoOmsTduAUcfmKULAni9XlunksahSdsqapvwyg1orjyEZ1MznkmYfUzMvRwCbkyr4Nlvm9XuKlOcIQY6NeKQA6z+QY7pfLmNQWO2ezQYgD7V7dmfvc9Tua2iReVtMr5ocSzK6AzlMnZr5cKLLrGzHTuexWLlrs9l6ZxM8VQU2v2ddmY8kqpnvpU50HzPm8yJ32Tyar4w4Tf/NECUKwKY7su08o8aqMZ5jeZtpWTqmO4TbaCZl/UagaavFE+HHi8mIy0V/VpXc0+yjfsBblmW2Irt+uUbmFZnqdw4XAJK73HV4et/c3gkIY76zUCRoy2zEKRW9zIsUatWN+VwjBNwocXgSRuYB9E6lIhOkIFBQbk796q2NeEKtVDgUVuQ3QuDKV2Q+S6WCRwiMSgVXNCyn2SdqgGexds+4rj1hAi/SAez6Ggh3ZN7R3qjk5LrOfF7S7ANMqcgmQsDT/XIcgxKlxo2D9SbItXbP6e19c/u+hhJl7ycxO9F7Y2Sep6Hmw4nO61RZBso+I3dViS25Z8EAJYQaMw5DdFPNcRULgJZDNO/I7RjZEGxkUck86A38Gji9uRvzvO48G32Gr+vOZSeXMwTW3l+iJk+ztxJNNkbS5TB996IBoP94oHws4M+wj5Op8WyuGXFq7g5sKQh4+2SZZm9YkStXuetw02eNWAyOxI2FALWr6RwpIvMAhDHfeWjGPBIsTdfLlIpwB+AtZZNRjkqFEgU8RWyJrn0sMt9aZe368KYqxmXK8hGZD7V1vVIR9dNzyTZ1KxYuqPKa7peNMR+hSoEWmXfphpoVpSBphCCD2j3uSOCpftEAdaq112ShVMTWzOfazZ43J8pyPojmQanIdWUQVabPrtPL5qYsn9+96/R3WigV3YscYc9krBM9RwW0O2jaSmVvru8rj355WGprgjR7oJfKXUOWX1qkEL2OntKYyHyOz4VvL9BWndsxsiHYAhRVQFuNIxd4F3inN3cnunZts0mzl3TnKmBwGlvsKZSsV43NnrnclcI0UyHcDhT2o3or7x1lFUWmXf2lcG7vccce6sx3uKE1K8wUQpgxn2Vk3jiXZnseiqzrD04PddJkMxYlCrRU0vlRONEBCGO+82BLwIA3fevNjXiUKJ1g82EEKBEadQXSKhW9qnaPEGD3KmuTPfdMGqOb+eiq69sLtFbmdoxMkUJU4DnzlOqkRebzsESOFiHI4rryNch5/Z3WIM1qmn2yBngOixECQ1q8HKLfH+kAKiYAfUbR0oZMUCTA38B6eOQQIfDVU+WGKzzZHifqBwr65CHdz9r3L168GNdddx38fsNSX3xec3r037MZS9NWmqEilIruJxqg9bWxcjfXlQ+6GkWmz9TetQCyVN45hFC5y+tUE6TZA71U7vJ7aiVAEvVTWcWNer5/rnI34s9PFlmmBJuB4oH5CQ4RhTqvnR76rOSCMUCR8b5Rc3mZ8b21nGafLDJvsWae7y+H6P+jLJPSXUKN4UxQJaqTBZtyq5lv3gH4G/Va/myeWSlEvz/rjDiF6g42u+W59P3338cNN9yAcJi9HypbatDJM+KylLs80BNuF050hjDmOwspyJRmJFAqetmDF2xmL3I+jPko9YwDSZWK3pnul8Fa1bxTuTH1Mx+1exF/5unXuRLxU8M71yVGOFxgOFmjt1warWQSSY9FjqlZN2YedEkDPEkX3BLrth7x0QhBYV8qxDJBlWnmiL8hN6WiZSfNCuDnlm0JgyrTyHwujXisZjkA+P3vf49HH30Ub7/9Nv2AK/FOlu4Hkt28zJWKEFcqepHBuC8ihcCs+Ri528vS7Hm5gN1BM3FyrpnnafZ2ECWKpqYmAPuC3M2g8WTER435vWv12nmi5iZjAOpAymaFkVwJtQAlg/OjT6ps2WCe+ixnYWBpx2LjySrNnq3awrE79cwDq5F1W6IGeBYj80YnuhSmz5ergI7JXZT5feZlfnIEOTWeVaKsLIyNLRu5KwXZubDAS6Y6AC9hsDssn8fvfvc7PPLII/jwww/pB4pEp2e7kznRs8yI43I3wiPzvWhu7ySEMd9ZRIP0ZbHBHAnLdSmGroYQoHErUPkFM+pzTPeTIyzdz4ZoOIj2dmqU7DPpfum8jPze88i8FiHIQ5p9lEUIconiZIocoinxTnd+0v1UQ4QAyC3ioZqVgEcffRTHH388mpub0++rxEYIXLrDxXIDvByWyImNzCuyvt6ttyzzdD9uvPK6/1yUCjliiMxn8czyulVXYXbKtCnLydq+/J5zI0a7Hlq6X5ZKBY9iRdpFZL4nIAWh1ZdnE5mPBoAtH3Xa8CwjBen4hx8JdNTlJht4rxpPCQCC9tY2SBJ9Tnu93PU3AO27rRmfUb++Kg+XK9lmxLXs1A2KqC+3Mp1s4MvSlQ3LjyHD0+wdTvP1yQZthR76Ht5///046aST0NHRkX5fOUbuan1RiLW5niRzoltdZ14xlLeF6D12s0xSd7G+CotV5Aho9FnKLSOOG/O5ZMRFA1Tm8uub6XNDmMPHxpoJhttpU8AUz31CuQub2XGUi9zVIvO9rKl4JyCM+c5CZhECkiDNPh/e4K5CjgBKGBhwIE3tNQpNQoDqFdajwTyVlS0H1dTYpP0pkVJRX18PtbdcJz4hpZtUuALgcNG0fC4c8hGZ58vu5KPW3PJ3BnUBkZfIvKovBedw58eYVxXU19fjuuuuw5dffolnn302/b6JIgSqQp/hnLrqWlUqZF3oyhFqJPLyFG9f6pHOBN47QI7klmGjRFmTohwi81KQKkhcMcnUANbS/Sx2KAbg81Hnh6ZQKhIAm14nqioJ3927774b99xzT/IDi3S/nkXErze+M/Z4sWrMR/x0pYXuhju8vGW5L99EVDqPeksBEDQ2NWp/6tVp9rWrgepvgI5aXfalIhoAXMyY5xHWbHuq1G/Sa6FVNh91ZXQ+0EDnm4K++dEneZo9kHspqEHuVlVV4dZbb8Wnn36KV1991cK+UXPNPM9ks9oAL2mavdVu9oZVaOSIudeEpzgzfYQbqnYnlZnZNLLk+gZ3omtNcbNxogeo3DV2688Enr1hdwCtu4DtS4HGH5JmCRJC4uUuz5ywO5J2syeE4LbbbsODDz6YfCxyhGYpymHQlWiE3BXGfGcRDQI23ognpgEekH5iUiRq7HU3ER8AGzDgIMQt3+RvoCmAVg0LHiHwlgI2oKlZN+b79++v/X/AgAEAAEmSrHlzu5s93wGVnwOBxvSTCo/4EkInIm7MZ7vebaiNTrKKpDdK68r6PdlQM58XpcLQjTbXBmc85Zmo+Pe//619zNdTTokco1TwNF2r3VeTNuKxmO5r9MJLMRGCgr7UIM7EkJa40MtSqTCOS4lmnG5nIhqkjgnutMnUUDGm+7VVU6WiaVvSjBRCiFYrb1YqbIZoFOLGUVdXh7vuugt33nknqquTNLiSI3rtP8/a6MrMGIEZiRlsmhOdvSNWjXk51Hn3LxOFMxqkTiaHi0VKc3DQ8iwU5gxsMhjz/fr10/7P5W57ezui0V4Q6fI3AoMPoXOBlYCCHNZXB1AMGWzZLqEWaqHy2+llS7p1odwNdwCuYt3hm2tkUlX09HR7jsY8f86Jgqeeekr72O12J9nBgCwldqLDYnd8ntmnyDRqzLFZ7FVjlNvRIFvSsYCdQBGTfxbfY0WizgGbPfvIfHsNUL2c7q9EWWTcYkAgbjwRlpliy67cl2f2tdXQfh6Dp9A+AkmuRzgc1oJxJic6j+5r8t+8/86dO3Hffffh5ptv1iP6schhGhQ0Bnx6W4PTPCOM+c4i6gccBXpqinFpOiD9ixRqs94dvTMJd7CaaOZJMzZHadlJ/7XqkeapaK4igECrl3e73SgpKdE2M/5fa1jVkwk00UmlZSddkzQVfP1wPsnzhiokyzT7mm+Btio9kuPO0HucK9wwy6dSYVqWJvcIgSxFTEqFpWyPuEY83Ai3aswblm+rXW0+juU0e0OEwGjM8260mTTjkcP0u+VobjXzSlQ/RgaR8bix8DKKbHotqAqdh5q20ffNVUDXAQ40Jtw8FAqBsPM1GfPgSoUL1NFhvq88qgAAtbW1iceiROnz7ywwR/sE3UM0yJTvGLlrtWZeu4edkBG28zMgYKHEB9BTwgH2jjC5276bKtKZoLBlNt2FVO420TGUl5fD6dQdjka5Gwj0gOyEdEhBOkfaHYBsYS5UeFTQDkgRQzp4hveap+YHW2mKvaeY3quujMxLYdZELE9ylyh6s9c8yd1wKIhnnnlG+5iXdiTfj3WsNzrRHU6D3LUga3iafdQHNGzWP8+kvI070Xn3eC6rWEap5fvM6+Vtjuwz4uSIHvBRovqyfVmtFBDVzyWb1YeIQuel9hr6/PHsuiS2jFF3N8td5kTngc2YZ9cod/fs2ZPgPCL0HjhcdAzG67MfI4z5zkIKAi7eAR5m5dlK3TyPdueaes3JVnkPt+lGhMOlp9lLYcC3h0alrBqPPLrgLgJN92sBQFP9bDabtllRUZH2/05XKmKuC8nmOklBoM9IOjmlq6lSIlQIKxIVnrzGPdt1WeUwjVBE/NSQ72qlQg7rygz/PRd4o0Ug96ZVTMi8s+hLkzGmdVZNBV+/lKOl2WdSM++kz0NLpW4cWFnvVlVZPbdBqdDS0sCEqJs6/KygyCwS7WCR+SwiBP5GWlLDDWm7g0UIspiflBilIuPaPcLmnzr6b58RzImVOHqZUKngEQK7w5B2aFYGjM9J0jpimSnV7gI9PVuk/HUfUpDOR4RAK3MDrEcb+dyZD7kbagV2fWMem9VO4VHWrAowK94tO2kmWCbIYZrBoqqIlbtGulTu7vzcJCszlrsyy4Sxu61H5rnRYbOzDAxuzGcod/k8EW6jKcbu4vysvpIJcogtq2koxcoFbnQCeZC7dN/X3ltq6k+TVu6qEh1HnNyVretHKnNKcMcsl09EyTyjLtyuG/AAdTLYndZKOvj58HIfnhGXqXqpyvq9NUbmszLmw7rzJxsnOlH1+VQO6TpfkuMkNeZ5R3y7E4AtzhmQVu7WrKDZATYWvIp06NkP+zG9ypiPRCJ44YUXcNVVV+Haa6/FK6+80nNrqnmzCZ7Sanz5rCiwvA4lL0pFG7B9if575Zc0mmyFSAdrnAM6AfCJpbWKrnFa2C+l8fjDDz9g4cKFUBSFTiYtO7Vzb2xOrFQUFxdr/+/0yPz2JVqk42c/+xnGjBmTWc2gqujNyuxO07WQJAnPP/88tm7dqm8fF5kPxzWMsQzvQRBooAKGG/NdWTPPG+DxjJM0E2pHRwc+//xz+jwkwpTul2OzSPacffzlt6aPrRnzkQTr3XIFIYPavdh1kK1Es/m2XPBGfDT6yyPqdjs16K1G6FRmzJsi8xnOK1G/PmcYDeGslArDtc1KqTD0LjAujZjEM59YqZDilYqY/SMR/T1KOCeoCo3wOTz0/oQ7eudqJfsKikSfb17jalyP2eGyttIAN8jyIXejQYMcZ/WzVo0kifUiAejcyp9NOUrXF/elllEbNmzAW2+9RY1kXvvL6lV7hNwNtQBSCKqq4uSTT8aECROsNSbl8Kg874xtkHnhcBjPPvssdu7cad5Hm2dY2YJxWdhM4BFSpwdor2Vy19PFTvSIbkzZHGmjkm1tbfjyyy+T68u8Vw2Qh8g8vZ6Llq00fZzemGf9C1xe/TObA3qvGotp8sZSNv7v3nV0WVUr+9tdbG4P0hVXtOweO73PVpvPGucbOcvGs6piSCM3ZJNlWxpicqJnkRHHdU5VpvPTnu9phkoCkjrRAYPcBTumfq3Syl0pTB3nDid998JtuT+z+wC9xphXVRUHHXQQPvvsMxx++OEYP348brrpJpxzzjnZRVM7Gymkr+sKmF9iK1ECPmHkQ6mQw2avcaTDeopu2Kc33jKm2fNlUZwFKY3Hs88+G3PmzMF5550HJRqiwjeNUuF2u7X0v05XKuQwIEfQ0tKC999/H1VVVabUsLREA2xiYnVIUf26vv3227jsssvwi1/8wvB9TPlXmNAxRgiAzCKdmsdWok2APMVUEMpdpFSoKkv/Zs+53Zk2OnHVVVfhxBNPxNlnn41gMMEzGKdU5FAHxfat2m0WCEZhkXg/NT5CoCkVqjWjgHv4NYXRsE/avgrs7/w6hNuBgjL6fz4feEqsR+ZVSc944N79TOdMY4M4VdGVpqyWH4roESWHK7uaeRCAyPTcnAUpFVpj2p6uVPAIAU9bJPrnjLRKRc231Klpd9J3L9zOHFD7t1LRbagyfQbcpewDgxPdqpMln5F5YzTQ+O5YQQrqRo3DbZjrI0DpEKB+Q8rdTz31VJxzzjmYN28e1GiIpRkTJnep8t2txjxbvaW2thaffPIJtm3bhhdffNH6/tyJx52mBpn36quv4oorrsAvf/lLfXve64Q78OSIee7KZD7kDvmCcr2Zp7OrI/Nh3SFqwTD7xS9+geOPPx4XXnhhYqPa2KsmZ7lLr0/VbnNUNa3c1eSeS/+Ml6VZ7VVD1MSOd95ALh0KW4VGClEDXJO77PlwFVrvaM+/211skLuZGvMyk5csS4evkpOrEz2rNHsmdyV2HZ1uem+kxHNFQrlr7FVjbFRoeH7Tyl0lytLsnax0iD0bIjLfO7DZbPjiiy/w/PPP45e//CWuu+46LFiwAO+88w5Wr16d/gBdicrqalwFekqrKTKfQZp9Ppo6xC57Jkese7Ei7YCXReYdbkOEIMKWykpuPIbDYfzwww8AgDfffBNX3Xo/AN2QSKZU2Gw2TbHoKqVi+/bt2kfPPfec9YwPo1LhcJpq93jTrLVr1+rH443N+KRmjBAAmRlHvKFPUX9q2LmL0zpX8gp3CHFjPo2AIIRg8eLFAID33nsP48aNw8SJE81dS/PZVZelyu+qNXvk00YIeDMzY4SAR9ltDkBNY3zy+2k0IEwRgjRLP6mGuj05Su9zQR/6u2bMl1lfa16RAGJjSkWWtXuqzJodcqVCyb4Rj7G5YDb3mDdE4sqzwwns/T5pzXzSyDxAoy12J7T8R4NDIG26nxSgtZl2J33v7MyhICLz3QOPGLmL9E72mdbM5zMyzxvP8bEBGRrzRie6Qe4OOJC++0kihK2traipqQEA/Oc//8H1f/kHM5CY3G2JXw4WoE50l4vOO50qd7lhRMxy99lnn7UemOHODlViOoj+rnK5+/333+vba/feppe3meRuBvebN7EtLKe/a070LjTmeRknEJeZEIuiKPjkk08AAK+//jrGjRuHAw88EE888YS+UWxGXK5p9k4PdtU2mD5OH5lXoNVTc7QmsiT9vKrJ3QSReULSy22+vcNF76UNeokpfz5cBZml2UPVG+fBhozz7Pka9XwVBq0HV45O9GzT7Lncdbj1HhRJMlJSZ8Q59OfM7sxM7ioRGjSzO+lPIXOq7edyt1cZ80OHDjV9NmzYMABUePUoVIm+KJ4SaGuJmyLzaaIEvOEVkL8IAX/5tbpfi8eN+KjhAMQb8w4Pa/yUeJLetWuX6fdnF3yIhg62v82Bxlb6gscqFYBev9f5NfNKnFJRWVmJzz//3Nr+mlIh04neMLFxz2Q4HNZrtnmqkyqxyHw4JjKfepL+9ttvcccdd9CJUonSVLsi2oUYnpKuTfeL+Ohkzo1euxOp1vutqqrSUiltNhv27t2LLVu24O6779aVONUYmc+9dk+1ubBrD1UqBg0aRIedNjLPItnOGGOe93VIt6YxH7MpQsDfv0h6pU+RDcvShenv3j7m43hL0zdb1Maj0JU1eC2xImVpzDMlVhPCWdbu5UOpINDLW/h8liRikrIRj82wRE7MvGwt3Y814rHZ9KVy9vNGPN2GItNsDZc3Xu5ayYYjJL+RedXQX4PPGZbT7MOGmnm37vQlKlsK1JN0HqqsrDT9/vgrH8IfZYq4zd79cteQ3m6Uuxs3bsTKlSuT7BSDHKbODpV16TdcCy53m5ubdd1Q67BO9AxDHsU1jikJy5Ytw1133YVQKKQ75AuYMc+d6FaX6M0HigQ4DHI3xRy6efNm7X7abDbU1tbihx9+MC+5SfIrd6OKDXsaqKznctdSzTxA5+Qwm6e5wUbUDOVuTEYcYeWQ6ZxF3LiUQgCIXmLKj+cqBCIW3w1FonKKHyOb5Yd5ZJ4bv7zELePSENZ3IINsjjh4zbwS1bMw7U49Uh9DQrkrs5VweJo9fwcVi3JXkVhGaJiVtjr0Ul8Rme+9PP744+jTpw+OOuqopNtEIhF0dHSYfjoVfyOLEERZF3inOUIAMAU2xWQZ8ekd5PMWIWD1g9xJYCllidDoE5+MHAZjjSvkKSLzXKlwOBxa2vyG3e2s7je1Md8lkXl+TVTZpFQAsLYWOWCIzLOIkMGQNj5r27Zto//hXn0+KfOaea1+KPX9vu666/CXv/wFr7zyit58q5gZ81ojni6KzEf8evoXQJsRpfB+f/strV3v27cv1q5di7/85S8A6D3WliAh+Y0QNLQHEYnSSX7ChAkArETmJWj1bW3V+lh485kkEWDj99J9kkQI0ikVSlRPNZTDrBN1TISgoE/CJSF37dqFlpaWmPGw7+PHULNUKuSwwaOuZJdmz89fUyqyXCKHK2faWGyZGfOJGuDFLJNjfE7ilApC6BwohXTlpKCvdaVCVa13Nu+FdLncBVimkI1lxDkQl2afru6Wz5vZNIhMBFfeQ616vwmr7wuXK4DuROfjc7jNjvUYuNzlS3ASQrBpN8viSWPMd43c1RvP5SZ3DU50g4M0odzlDUmJohv/qqJnQKW5L9dccw3uvvtuvPXWW3qafWE/oLA/PUZXlrcB+vkDuj6RBC53hw0bhtWrV+OOO+4AADQ0NOhOm1i5m1OvGgU1jW2ag57LXctp9sFmuhwbHZieVWI1Mm+zx2fEccdeuvea18zLEQAJ5K6rMOHKCTt37kRbW1uC8TDnm81mztSxiuZEdxmc6FnYBVoWm0v/N9sGeDxzkPeOSPLcJ5a7EWgrUHC5yzPaGCnlLs98I6y8xsaM+Yg/N11xH6DXGvOvv/46Hn74YfzrX/9CaWlp0u3uu+8+lJWVaT/Dhw/vvEERQtcb79hLX2RuzCM2zT6NV4x30cy2a2UsXIFp3w207GCfWXjwpRB1OnjY9XWwJlN8XXOHh0YvVSWhc4IrFQcccAAmTpwIAFhf3QawZYO6X6lg10VVNaHft29fAMD//ve/tLsrioJgR6tuzHtKTBNbSmNeVWi9j8wjBA5L6VM8fXL37t16urK3jEZuHS4ame8qpUIKmKPXDgdSdWvmUZdp06Zh8uTJuOGGG7S/ac2KTF11c2/Es2uvbtiOHz8egMVGPAB9D/d8r3/OI7f1G1MbBcaOuLERApU1bkvlWVclvaEgX+1AK9nhkfmyuDTb6upqTJgwAYcddpi5TESVaYTA4aHPB2Fp6pnAGz06nPpyQVlFCJjQ1hrxuDOvMScKHb6mVHDHmDWlgjYFi9LMApvRmDcrFUblMy7dT2HGgBJhipaDRuqiIWvPbLCJyop9NJrQpXKXw/uXOL166YTWiZopsSkz4kK60pwXucvejaYdQDMzWq3OZ3JINyR49gqPCNtsbEWU1Mb85MmTMXr0aADA+l0tenlbK503uk3uGiLz2chdWZYR8rXSOVGV45ZjTSx3ZV2eeEr0mnnuNE0zj+3evVv/l8twKUjfY1WhTm0+R3YFctiwdKF1uTt16lT87ne/0/6mZXHEptnn8vwrkiZ3XS4XRo0aBSADuUtUWr7Egy1OtnRouiAFd0hww9l4TL6kbLr3j9fMyyGmoxXrxwbMS6Extm7digMOOADHHHOM+Vjt1dRh63BR2atmkRGn9d2w6QZ0Nmn2PCOUZxdmuyQsWLaRzalH2ZNkGqaOzMfK3cSR+Ti5K0cMwRCbHplXJeu9DPZReqUx/84772Du3Ln4xz/+gfPOOy/ltrfeeiva29u1H24MdQp8omjeAcCm11HGRebTGCmRDmpA58uY5y++rw5o220eayqiATr+2GZVmkLu1ScIOYStW7fiu+/0ZXO4oBg9ejQOPvhgAMCGGj0alUqp4Ol+natU6ClYPELAszyMzTuScdJJJ2HI4T9BQ1tQn/gVSVMMjMfQlAqeqqxKbHtDZN6eukspIUSLYDc2NuoCXQrRlGs5bFAqusBLKQXpklwcixGCI488EgBQUFCAwYMHAzAoFURF/ta7lVC1l16vQYMGoayMlotYixCw+jYeEePpmWDvZKoGksZMC349jIoK79qb9PtlXcmUwnQcrkIWCeeR+b5xtXuffPIJIpEIdu3aZV4XnafVO9xMqcgyQsC76dqZM9LYOM4qcsTc/MaeRQM8ldfusb4d3NufxJg3voeKotDGizx1kSt/PEqfRKmor683O0jksH5NuHJSWE6jNlYyY/g9aN+d2bn3ErpU7nKkoG6M8yUgjTXzQGoFVmLzZ77lrhrVly204vxSWUqxcUlYLncdRicYPZfNmzdj/fr12u4J5e6uJu2cGltplL5///5xX90lcleLzKsZy11CCKZPn44RM+agLSAx47zY9M4ljcxrTvQiaEt+2dMv9SXLspau39jYaO57A1A9yemmGVsdCdbF7gyUiLm8LQO5W15ergXAdLmr6O9INlFbI6qMKlbaNmLECBQUUB0hfXmbDOqAYw3von5dbsUYfEn35+dgNOZVVpZlRe7xmnmeSu+KmQ/cxaYmxwCwePFiKIqCzZs3m0t+W6uow93JnOhW0vwTjYc7znk2js2ROpiQCOPcAeSWZi9HmTMxkrJfg/Fd9vl8VH4q7J3jPzbWw8Jymr2+KofWX8npoQ66dBmT+zi9zph/7733cP755+ORRx7B1VdfnXZ7j8eD0tJS00+nwSeQtipQBZzX7unG/IIFC/Cnvz0NVUqhwIY7aE1s3iLzTHgqUerxBKx59qQAHT+v33WwF1hLlWGPj9OLiL8dRx99NI488kjU19OGY0alYvLkyQCA9VXUuFIUBc1t6SMEXV27x5UfWZYhy8kNSVmW8cUXX6Dd58faH3ayHgml0DoqI1mEIKKvM+8pg1b/ww2LFPc7GAxq3m2qVLBjxSoVIED9emDz+3GCJ69EAzFp9skndlmWtUaV06ZN0z4fM2YMAENk3tgALw+1e7v20Al+5MiR8Hqp8mOtdo/QKDpAU7iISg1PnoKbqi+BKTLPxq8JKyV9hMDUAC9Ev48rFfyZLSin19pQp8mVNgDYsYNl4ITbgV1fUSXT4dIVtWyNeb4UFFcqsokQmJSKXNLseYSM1e5ZSPcD2HvJUwSNKyfwbv8M43Miy7K5fIEv98WdPnYHNRJcBXTpsHRosqLayhn3OrpU7nKiQVBnE7+vutz973//i3v//RZISmM+GK+854Imdw1RIyvGPO+joqXZM4eVHDGkyVJZ7Pf7ceSRR+LII4/U0nwTyt1djYDNhkAwjFCYPuPdLXeJIsfJ3XRzs8/nw+rVq9HU2o5N23dBWyJLlVM70XlWkSqxxoIGuWtPPY8Z33sqdw2OAUB37IbagIbNVq9Cki/byYJBaZCjuux1uJPKk3A4jHXr1gHQ5a7NZjPL3Y49wN71+ZW7rPldZnKXZZDxexHx6XLXbk8vJ9QEPRBUGVrTtXQd8Y2NayNtzAj3muWuuzDOkZ9Q7qoKlQOqzJzobLm7bJamU5jc5b0zskqzN/SpAXJLs9dKRXmaffrIPCGE/i4bSgiBtHK3o6PDvOqREjX3DeA2SGG/pEvkJSRddmQvJGtjfufOnbj33ntx+eWXa5+9//776b1vOfDBBx9gzpw5+Nvf/oZrrrmm074na3jtJmx6PSePprGH+bzzzsOfH/4nFn/+VfLjSEHqAbRl8dImghiN+QyUimhQ9wgCLIVb0iNiHKcX9Xt2o6WlBbIsa43vuFIxZswYTVhv3NUEVZbQ0hHQaqq6u3avra1Vi3gfcsgh2p9TCR+joe4PM0PHXUiFUTJjXqsXduvbg0V5ecpvzP2ORqOYM2cO7r77bqpIMJqamqCtNcvvJb+3HXuBxm0ASMK6aksocvqGM8a6TiClUrF582ZtUjYa8zwNdOfOnfQ8Qu3mqG2O3ex5J/uRI0ZoSkX6yDxLa9OUinZ6X5xuACoVrCkj8wmMea3eTNH/TTFubf+wj16P2B4avAwnpCuacUpFxA9sX8oaaob1CAHvoZEJmgPCpq/pniaTJCGxSkW268zDUHtvbMiTgITGvBzRFXkgoVIR+5yYogQSS8PkzwlPUS0oN92TpKgKdf4FGrt2fep9lWgAqFkO+Ov1LCdWs97U1ISLL74Ytz/+MpYvX5H8GHJYr7fvDLlrLJNJhcLqdTUnuovK3dh1opUoampq4Pf7TU1WTXJ3BG3Str6yASBEK20Dur+8bW9dHW0oB13uRiKRlCvJtLfrK3hQuasA7hIYU9yNcnfr1q30P6qkyxOXl97jaFCvu42ZD0OhEM466yw8+OCD8XJXK5UzONEBem/bq3OLagdbrUX3lYihQaKLGr4Jrtv333+vBSWOOOII7XOT3A230zkrj+vM76qlc+WoTIx5Kawb3YDZiQ5ben3EGAjQMuIUgwwmqd9r49J4IZ4dazPLXXdxXKPDhMZ8sIVlaUrmjLiMy9sMGXE8up9tmr3RiZ6t3CWqXlrGdYAkJR4J5a4qxcj/9HKXBwcBMGcA7y9luN+uIuvLbfsbgS0f5u5462FkZcwvW7YMhxxyCJYuXYrnnntO+/zzzz/HU089lbfBGeno6MDs2bNRWlqKTz75BOeee672s3Tp0k75zozhSry3jCpovMkDm0S++OILbdOGxqbkx+GKd94iBDzlyBghsDBZ8+ZbxmiAyox5h+GFdBWgqUFXdLln3BQhOJA2QfGHothVXYPGNt3z3921ezsq9a773OkAQFM0EmFUGHwhlvrj9IKm/8Yb8zt27IAS5U1I2KTMFUfJECGIMY6WL1+OhQsX4k9/+hP27NGFPE2zj5iVCj6ZyRGg3xj6HGZbR9S0Bdj9beptogFdoQCogGivTfidy5fThjbDhg3TUusBPTJfWVlJo5R1a2Ma4OXgPVUVVO2m12zUyBFaQ6iUSkV7LVs6jkATvDxC4HABCo/GpIvMx6T7KZLhnSOphTFXAAAgzHoyOFxmI8NmM601Hw6HsXbtWu0QO3bsoGmK7iK6LrUWIeC1e5kqFWz8NpveSduqcWJEicRE5pM7gJKiRQiMSoWTOmESlJckjswb+hIAaSMEQEz9nhzRMzWMfR4K+mj3JCWqQtODiyqAti5IQd+XUVVgxye6sq91wKY1t3xZLgBoampIfhwprEfi8tmrRolSw9FZYFHusuUj+fNpkrvmNHutcSio3CWEoKqqCgCTuyNpKn1Dqx8NDQ1obNOj1t0td7fv1Bvk8p46QGpnq0nuBkMGJ7qiRW5jneiEEDov8NR4hxvaWvNJ5O5nn32Gd955B3fccYfJmE+YZi8FdRkOO9BRi6xRotaWHJWjes28zQ7sXgX441fc4HJ3woQJWpkZECN3pSArGzI0i8xxnXkud0eO0OVuWid6pANo3ka7ozvcZrmrykDDpjTfmyzNnr9zaurz4hF8u52Oxcuul3E+8BSbMsDa29u15ZcB6A0dA42spI7Qc+EZlLlkxPHM2GycjYki89lkxPFzcHjpfbI7qaMxgT6RPCMugTFvmBdTyl0u83lknuuKMU0wkxJqBaq+1FeU2ofIypi/+eab8cgjj5iEJABceumlePLJJ/MysFi8Xi9eeuklPPnkk7jgggtMP2PHju2U78wYrtQ5PNDroPUlcpYsWaJtGk5mKPL0D0c+jXl2DDnKnAwWPa+BRmqYmdLsWe2esfGZ04vGBv2F8/l86Ojo0NLTRo8ejZGedhR7qVNgw+YtWr28w+FAnz594r66S5bIYdd2OzPmBw0aZKojTGX0mSIEIVb3zg1blmpuTPeLRqOoqdrBjCGnnkptd1KjS4sQmIUNv4aEEGzYsEH7XIsQOL2GCEFQTyWzOZi3MoXRGQ0kr9mVw7THQqr6XylkNuYdDqBpK+CPV5hfe+01AMCJJ55o+twUIYj66Zi4XMhDN/tdmlIxzFqEoGkLUP0NjfDJrK8BjxA4WAkDbJlH5o1KBUmT4qUY0uzD7foa87HzgbuYCieYIzAANebvfeBvqJh+Plau20K/0+FiJR7ZKBWqITKfi1IRNWf1GNfQtgpRDfOkId1PlRNGCRIrFTEOSQfLopKTRwhMkXmZdZPmzZZYut/Gqkas+2F7+nPg72hhv6TrhQsswvtaFA9gyrjT5EQ3Ovt9HSkMJTmU3zR7LTIv6c+bZSc69HRUngnDjUhAe+6NhqbP50NdXZ02v40ePRoHDK+Ay0GfTSp36btQUlykGVlGukbucmOeyt1Ro0ahpKRE+3MqJ7pJ7vpZB2u+3nqCyHx7ezuVlTwyr8hUt7I7WRlh4vI2LncjkYge3QeXu5L5XkaDVHZ5S2nfjFxKZ5Qovf+potCKzMowmOyVQmyf+LnPktyVQnR+50ZqPuRuDXVojBo53Hpkvq2ajkOJsHmR3Ud+rUMtCY1G/XsVszHPz4M7eNN1s1dllr2h0mdDM+YNcs5VxBwf9BletWqV6RA7duzAbbfdhkEHH4t11W0AmDHPzyFjJ7qxAZ5H7/OQTUacKTKfxYoFRGXfz0pstVI7OaEMT5wRF2UNDfk4HJllxBl77nC5D2Dttt3YtK0y/TlE/PS+lgxOmMnSm8nKmF+3bh1+/vOfA6D1N5yRI0fGrXGaL9xutykab/zh3TK7HaLoL4mmVOjpfkZjvqUtiVLBJ2TeWC5DpeLVV1/F73//e3O9t1Gp0CYsC5NBSxU1FozGPFGp4DIq5K4CNMUoFcbnYPTo0bArUUwa3gcAsH7zVs2Y71/eB3Z7/GPYlRGCbUypGDdunNasBbAemdeVikJ6v5mhF7sc07atW/RrySP5didLwXQkvN9G5YXXvgFUqVCjwZiaeWYMuwv1iEUqo9NXB9Qn8XbziT5Vgy4pqDdpAqhSo0TihMSuXbs0x9+8efNMf+MRgpqaGkj+ViYwmNCPaUiWKUSJoqqajn/k8GHWIgTRINDvAJruLwWBov6GCIGxTjJVZD6mAR5PbdfOxZb6vLQl11RqzHv7st1ihLinRDMEjal+AFUqHnv6OTS1tuOh596gx3J4cmiAJxmUCjdLd8sizT7WiM5GqVAV+ow43KxmL6J36U2gVMQ21dIiBA6jUuGkx7CiVEgh+u7YXXqfCJsD7e3tmH7utTjqigfjlweMhcuKfBmO+zM8osafT03uxjvRW5pT3BeJPVP+uozvyQsvvIBbbrklZhWJWLlr8X2JBumzZVxGijfdNK0CEY2LzHO5a7PZMGLECLhtCiYMof0K1huc6BX9+ib86i6Vu5XU6M1Z7jq8MM6pse/7tm3b2Pvu1A0qh4uVESZ2oieTu3pk3igLAlT2FpbTyK2/IX1KeDKCLXROTxWd5zKdd1oPt0JbqhOgOkDHHmzevFmLzCeTu5WVlSDRIID8GfNyNIKa3dSYN8rdlMY8IdSY5+VShf3MDfDA0u/TOdFtBmOeBzp4U7u0clfWe6/IUXNknt9r/hlrPhsrd7du3YonnngC9U2t+PsbXwN2Funn2ZiZzvWKBK0hYE5p9jGlsdk4F1RmzLuLAd4c2MVXs4q/rnFyt7WVfp8pMu+yLncBdv4OQ2d/BxoaGnDU2Vdi+tWPpp+3eBBtH5S7WRnzhYWFJo8w57vvvsPAgQNzHlSvhQtshaXJGSIEdQ3Npo6zLa1tiY/BlVRNObVQu2zg6quvxt/+9jd89tlnhnHxZiC8hsdiGlXUz4wAnu7nop6ttt1mhdzpiTPmeUOzvn370vQuOYzJzJjf8MN2Ld2vW5UKHiGopGmu48aN07zIgPWaeV97G5ssvXSiigZBCIk35rdt072jChM2XKng3saY+2Jcu9SYRq0oCv0bF1g2OxV0kQ6auhtuo577VMKPN0RMNKHLEVozlirKIIdY3T8j4oPWmAzQasNfeOEFEEIwYsQInHTSSaZD8AiBoiio2bXTLLBzVCpaWtu0CNMoK5F53ozQ6daXfiosZ+8Bc4JxAZBJZJ73NeCf2+xxdXfm/ZnAkYJUePHIvD1GAHlKtOgFVyrKy2mN7Pfff4+GxmYAwHufr4I/FM2xAZ6h9tDp1ee4fETmiZqZl5yo9N5wZZY35EyirMVFCNrb2b2IiVTYzPV/SdP92mqAmpW6o5NFC9atWwd/IIhwVMbmzWnq8Vg0/73Fn+P19z7WP0/1XAgSozmoWRmITe8/srNmj95cE0BLawpjXg7Rd695J5VxVhqRgc5dV111FR544AGsWGGoyTeWt/E52qrctTvZfENoDXXjVmD3ypgsufg0e36uQ4cOpUaUHMHkEVTGbti8TV8Otm/ihoSW5W7EB7TuSr1NMjS5qxvzWcndvdvp/Mf7iUhBRCIRRKNmfWnbtm3Mweqi80/VFzTBSg5B66htUe76fD5EQgE99dtVSOV3xE/XnOdr1/PVCzKlYw8z6FP0uuGOZCebeyJ+wFmoy11fHdCwGfPnzwdAU+ynT59uOgSXu8FgEA11e9l5cGM+hwZ4qoo9Dc1QWDmaUe6mdKL7G/RsJ27MyzFNH4mauqEvUc1y12WQu3yVilSp2JrcZdvwQIVRzjnd9DvCZic6l7vLly/XjNg3P/sOEcVGZZszS+NZ0xmQY0ZcJE5nh82WWRkmdyy4i0BlLW/CaEuYsh4vd1sBqIhz5sNuktsp0+wllgXjKWVp/g6sXr0akUgUvmBE71mQDBZoeeODJXj7o0/186pZmf78ezhZGfPnnHMObrrpJgQCAS0yv3r1alx55ZWYM2dOXgfYq9C87xK0rs9svdtPln9v2rSlLclkzZvcSGHa0KdlJ1C7KvG2MQSDQc2jbHoB+MQsR6E16bMyWWuNXVizqerltMFL3dqYBngFaGxq1n41Rgi40IAUxIFDqQKxrbIajS1cqdDT64xYVipUNfsGUkyA19bpnVetRghM6X5121mkzkkFiBRAKBTSBNqIESMAsJQ243rHe1l9uOQ3RQja29vxzjvvIBQKmZQKY4QAAJpafXpJh6eU3q9wB00hCrdToyuV8ONLriUyTFsq6d+DzcmPIYUAF7t/qkoVEJNSsRfqzs81pWLevHlxWRhDhgyB200n98rKSpqqyJ87rUQlw9Q0ACAEu3brHt2Rw4akVyp4ZEJlAkcOA94+9J2O+g1NbJDGGDfW7imscWSYOlicHj36kAy+NJ3EGlDyJoOxHnlvWZxSwedf/uwBQCgcxTurqrFu7fdoD0SgdevPBGP6Ojdgs1Eq4tLb2f8zadTIFTQX61GhSOwakYSppnFKRVsroJIEjXhgUiqSRgi4E8vupIoNixAYy2B43XLyc5DREQhj9mW/wwW/vpPO11II2PK/fS79r9PhETW+uoC2VjzB0q+/M23a0pKi4zF/pm02Knd98TXIiWhpadGeFZPcNWbEETVhBDghEuuZY7cDgSbqUC0sp+MxNcWLmIIqfr8/Xu7KQRw4lEYTt1VW68Z8mSGjyoBluRtoBJq2pT+XRORL7jbtZb0IvMyYD5mM/eHDhwNgcpdn4nAD3m7XI/Msi6OlpQXvvPMOIpFIarnb0q5HNr2ldC6PdLBockBPh84G3tgu3JZ8Gzmk61/tu6kccHlNTnQ5HMSLL74IgJa/GjNoAZiyWSura5lxZIjMS+HsGoSpMnbtoQ4mh8OOoUMGWUuzb62kGWg868tdRM8x4mMZoazZaNolYWMi823VQN16ZoQ7Ut8XLrflEOtZwXQ1e4zcdRVozppUcrfdH8KHa3bju1Xfwh+SMi9v07IK3CybxKM5jrNams6os9sddHnbYFPyfRIdg6/SZYzMx8hNTmJjHrQcUxsHz2C0GJlv3UWf1cJ+mmNj48aN2p/TZoYrEhpafDjvyusx55rb6FKC4Q6gbVd2emYPIitj/q9//SsaGxvRr18/qKqKiooKHHHEERg0aBDuueeefI+x96AalQo79AZ4Kj5ZYRYISY1549rJBFSAW6wpjeu6ytHWu+VKhYWIJyE0assjhIEm+tIOOIhGpIzPvcuLJkNaqc/nMzXh4ec1vB9VIGrrGg1KRWHC7q2Wa/d8e4GqFCsDpIJ3s++gBlHfvn3hcDjgctFJ3HKEgHfHtjvZuu9BU4rR+PHjAQCNjU36hCqFaV02b4DH17tVVfzxj3/EWWedhUcffdSkvMRG+hvbAqx+SqZRWgAINNDIPF+HWAomn6T4BBxJoLhJQQAk9YQvR/R15gMNVNi4Dca8HMGnX3yjTbCXXHJJ3CEcDgdGjhwJANi5u54az5LBmAeyWz9UlVHFlqUrLytBcVFh+nQ/3gNAZVkWUoheR57O7jSkVqY0xqNmp42zgCpG1SugLfVoJULAyy/4M2OLydxwlwJRH3w+n7YEUzJn6jVPfYopUw/D6edfmnlknjvzmGNSq1FN15U/EYaVML744gvU1O4B+o0D9n5v/RhKlM4/zgIWYYvQ587mSOjYi6/dawONEMTW7jksptmH6XdPPA0oHcoMBLNSUWWIBidEVdHQ0g5JkkAIoceOBvUmQwLr8PdF60bNM+IUfLJirWnTltYkxjzflxvzgUbLqaxJ5a7Wqyail3FYubetO3WHJp/PiwfS981fr89LCdLs4+VuGMP7UWdgbV2Dnmbft4QqsTFYlruKjGRLQaaFzT1GuWs05i3LXV+HHo110ACI8e+63G3U5y85rGdu8CbFzEl6ww034KyzzsLTTz+dWu62dhhq5m3681JkaCiYan731QN1G8yfEULvR8RPj5fg3mhEw2YnaEFflq3EnmGi4H+ffo26ujrY7XbMnTs37hBerxdDhgwBAOysbWCN3QwZcVIQqN+QRY23vsb80AH94LTbrJW3hdk15dlvTg9b092vy10b9OyBJN9t6mZvd9CGem27WKasK43cZn0VtLpsJh9indbOAiDiQ319vdaU+Lzzzkt4yHkPvYfDjjoa5867Wte/rcKNeaeX6RFM7qppGugmgkXmCSH49NNP6bgL+wOB5vT7auORQMsdAG3VJlch/cyKE729nb17BrNTazxrwYmuKnTZ74GT6LMSagPsdrPcTRuZl7G3qRWqqkKWFTo3cAdRL5e7WRnzpaWl+Oyzz7B48WL87W9/wy233IJPPvkEn3zyiSYM9kv4Opcye+gNNfM7d9cDgBaFbOnwJ1aEeaMKHkH311l+yJIrFTxCEDUJr5QoUT0lNuKnwqqwP51YnF7zUih2Fxqb27RdfT4fGhrohK51LpdDGFpOlYq6xmbsaaCTSMXQMcCe7xDbhdpyhECJZJ/SpnJjnn4Hb8THPcnWG/H4dKXCVRgXIeANGhubmnQhLId1A0IyRwh4iu6WLVtMEYJYmnxMMClRmhLq9NL75CmhqdlccCXLXODR1qjhGkshmjEgh1m9tzdxmYfKU53Z+x5spt5SngINAETFP195DwDwox/9SKvTi0Wr36tr09MWAb2fwI6lmXuiVVl758YMHwQQNX2EIBpg9y+iZwU4PdQTHO6g7yWxYMwbOw2rMhWC/nqaLaE1bUuh2PAGeFJQjzIC7PkwKFfeUiDq1yJHNpsN06dPN5U6zZwxDQDQEaT3ZNk3y6FI4RyUCsXc9yHLJXJWrVqFE044AaeddhoVzhE/0Fpl/RhKlC0BxyPzBbQcKMFcEK9UtCVRKsAcHfQa8+fEwSIJfE6DFKDbugqootmwGSDErFRUpmmCp8po8+lRpo6Ojn1GqehyTBlxNjaX0sj8zhqqCHKDInl5G3sf+dKywabc5S6vdeUlWAnSuRPib9QdrP562rfD4aQG19619D1h72AjfyaRQO4SurIKl7u79zagsZXKrYoBAxI6Sa1nxEl6ZlemaMa8LnedTqeWtWVZ7gYCTO7aWXp2yORE1+RuYyN7NpjjWwrrKdc8I07NQO62B5nB3U5XfHF46bzhKWbyMHGGkEaolWZ+tO7SGpjCVwfs+JQGTYKtqWvm5ZBersebJfNIKfvsn699BAD42c9+phntsehyt5XKuWiI1TS7WLmcnHnWoyphZy19ByzLXYDeC0JYZJ396ylhmQ68vM2uOxwSQRRdRhKVOk34dYr49ZrzpGPnJRIxkfnY8hh3ERD1aeUXbrcbxx13nPbuAMDM6YcCADqC9Dn4eMknIDKLbFuF97bh49aM+Uwj/Cp9zpwefPHFFzjppJMwe/ZsOq9kEihRokxO7wKgUkdAK4uEW3Kit+vzM8eYSZFO7rZVA7ABfUZQ+VuzHJAjGcpdCW0+fay0KR97Lnv5uvNZGfOc4447Dtdffz1+//vfY+bMmXGpPPsd3DOoRg1KBRUUjS10cuZLsLS0+xNPLErE0NTMRid3i4aMUalobjZ43PiLL4dZl3wLEQKZpeO6C6nhHmigxpqNTbJ719LO5QDgcKPJkGng9/tp+gqo151/97C+VKkghGDdFjoJVAwbQxWTmOVcrCsVrPlGgiWp0pJAqQCgRQksN+IJBKE1tHLR1Hbj37nQbGxuhraElioBxEZTjuSwXrNLFO0+Njc3p1QqGtvYtQl3UKcPF2SeEuqtD3domQIJ4alXHbW6AR1oAhq30GyJ5u16lkgs3AGg1S1Lejo4Uyr27N2Ltz+ltUhXX3110vPgkfmahjbmPGBN9Ox2UCVFplkimaDKNOIAYMzwIYCqpI8QSCF6DkqYKs98WRy+7IkxGpNKyTGmkqsyrbEuHsCUExbhT+YM4KsR2A2ReaNSYRTiBWWAFMba79YAoJGooqIi0+oe99x0DSaMMPcx2V3fklnTOd4R2FXAlGKH3tQvUwEYDQFOt5ZJsH37dnp+gw62nrarSPT6BVk2UKAe6NjLnD/xzzpX8LlS2dHeoc/NHF67B2jPL39OeD2kFq0M+2lvDKeX6matu4Coz5zulzYyL2vzDsCN+ZD2N0EG8Iiawt5Nu0PrL8Hl7oQJEwCkaDzL50KVPeehNuaUT09SuasqAFTd2WTsO5GKaIC+ZxJ7xosqdLkbbtedfACamsy9akxyl8nGYcyYD0ei+GEn7Q9TMWgodcDGYF3u8tK9LNLJWW8Do9y12Wya3LUamfcHw3pvIYfH5ER3OBxaeRuNzPN5Oww0bqbyWgrrvWqIal3utrN5IMrK47iB5i6hhh5R0kSAI/R5q1uvN5iNdNAf7jhV5eTlbcY0e57qzP8PYGfVLnz8NTU0Lcnd+la9EZkU1HuzEMXs6LeCqhjk7mCAqOkz4nhgAIqezQroTc54s0EbrKXZ8+vXsQfoM5zqraE2PeqedP+Y7I1kTnRPMRDxa8b8pEmT4HK5THL3rzdfidFD+pkO39zekZncNTW+Yz03nB56nTKRu+27gcYfAIfHLHcL+9P7a7VPC19Fga8MEWmnBr2a2OkTL3fbaVZwnNw1N69NLnfbmdPezZ4ZGWrEj02b9CbOVenS7FUFbT7d4b8vOdGzMuZfeumllD/7LUShApKvwcwnBKJoaeWaUtHuR8J1DuWI3tTMXUgneIsTarIIwcq1m3DHE68hEDB0w2Vr8CZFjtAJvaAf7ZYaaqOTot1BBVao1bB0iAtNhvVrfT6fJgy1ZeekMAb38WoOn+27qPHev6KCplbHNOLgGR7pI/PsGqaa5JOhKiB2J9p8iSPzscInGAzi3nvvxerVq00RAl+Ae7TtbOkSPc3e7XZj6NChAIDG5lZ9fUspDNSvY95vLjyoB5h7Ipubm03fE0tjm1GpMHiPPaX0moZaU3e0l6P0ntatp+loAMu4UGj0UWIRiEQCMBpg9dyGCLTLa0r3e/al16EoKgYPGogzzjgj6Xnw9W99wSi7hgWGNEMbPaaVtXcZwWAQUGVU1tL3YcyIwQBR4GVKhSRJ5q7THCnIDPcoNda40LG7dM84z8BIpRTwVHKVNeyJsD4G3MHiSJLtAOjPM0+zdziwaetOzJw5E+8t+cocCfeUAETF2u+pMT9lyhQAekSqqNCLow6dhA0v34nAJ3/Tykd27G7M3JjnEQKVpS86PABU6xGCiJ86impXAg6PpnSHQiFIkpRwDkiKsUzAXULTHttqkKx/Bp9DeISqo6MdsMdGCFwACLT1p6G//9whGQyy9yjaAXiKmNJLACKhsa7ONP9W7apOfQ5EQbuIzOcHvnqEGmUZF7bkcrc1yTyiZcTJ1EFpA5V7Fkgmd79eswF3PfkGXYbWU6Lf13TO+WiAvmONW+h+fJUUN0uNj7J52eGKS7M3yV2WFcSd6ACwfRdNC64YPIK+jzFYl7vcmM8i1Z6oiCo2hMIRfaxInhHn8/nwl7/8BevXr4+Xu9wQYH1J+LxSWlqKigqa9q5F5gEq32x2QFGo09amZypmLneDuoPV6aEOYHcRfR5TygdDozq+LGWEZWoqUZaZ5U3eR4TriIDuKOKlUACe/s/rIIRgzOhROOWUU5IOQ5O7IRYxdhfr47Gxxm0ZGPO63GXG/AjqRE/bq0aJ6PooXyEE0B10xs7rKVeRYWWuqkz1BU8pPaeCvjSLy+mm9zzd/iwy/926jZg5cyYWL1tllnOuIpMxHyt3+/Utw+EHH4AfXv0T2j55XNttx+4myyWzdDxM1js8uhOdOzYyyYgLNLDyWrv2fnR0dNDr4S2zXjev8p5bDqC4Ahh6OM0AtTni5gFCSAK525EgMs9K92x689rkcpdlaThZhiSRUL2rylQSVLkrTVNORUK7PyYyv4840Z3Z7HTjjTeafldVFU1NTSCEYODAgbj44ovzMrheR8QHNGxiAsMBnmqvKopm7HKlorndl1ihliNUseWNs+wulk6anmRKxa/veRLfrtuKMlsAN152tq6cN2wGBhyoe7eNRP10/EX9gfZaOinyulRXIU1h4qmANptWiweYlQotQqBKcLlsGNSvDHub2rRtKyoqEhqcPEIgyzKi0ahWnhAHF9JSiKYdZwJREJIIZJlOjOki86+88gpuv/12vPfeezjggAO0z/1Bg4BwFwJtoYRKRVNLmy6Ywm264cu7cdvsUBVZu3dNTU2m1C2O0+mELMto4pH5aIAJMUVPNy7oSz2nxYOTe/j5eq6hVt14jvjo+OSoXpucyOlkXCYJ0OuneC0VgP++8T4A4Iq5F2iGZCL4GsO+UARaM79IO1DUD9SYVywb8/fccw/+9Kc/4a2X5xvS7JlSoerXIRKJmOo06TmFaARd4TVzhgiBKulL5NjsqZUCKcTuh0Sva5/h9B3zlFIFvbBf8sgNv9a8btHmxK+u+wO+WPY1PvvsM5C6n+jbsvWSY5WKyZMnAwCOP2IynE474HLC6SnA6BHDsHVHJbbvacZJKksnt5JNZepizyMEbs1Tv23bNnR0dODwww9Psr8KbF9CjRHW1dtc++pDeVmJ/tw5k7zrxmuksGcdKlA+hqbgcQeUgVilYufOney7YyPzLKLDe01AVz5NSoXCHHGlrHyIKICiYOMPW03fW127B4osw+FMImJTRuZ7d7pfl8Nr5mWeZk+d6OFwRJubeUZcc9LIPM+IY6m2dlaTaYFkcvfKO5/Aph01GFwQwdXzztflvSrDtDyTEUKoYlwwGGjZDvQdrSvABWVAU0jPSHF4aOkWIy4jTpUAVUFJgROlxQXoMCixFUNHsc7QQdOKJFzeBAIBEEKSZ1vyeSqryLyC9pCuOKeTu88//zzuuOMOfPbZZ5oBCnC5y415mtHV0UHHU1paiv79+wMwrA1vs+lGB5HZPE/r50OBgGYUNDU16QaEgYRy18bmjQKWgejixnyayLzDRZ0pmtzlUfkoczLYkx+D90wAoPVk0aLbwH/f/BAA8Mt5FyZc9pejyd1gmMndEqrTlQCa3LXoYL3lllvw4IMP4uM3/6uVtowexpzohuBIwmeKlxzyNHte/uRw0+vh8NDxpMuI03RnmV7PiolUjy0oh5bhlyrbRpFZuQHVp35x+VXYsHEjlbvGJXw9xUBbTUK5++abb2Lm0YfBZrPD7XLCXVKGIYMGYk9dPbbvacFRkzMx5mU6bu5Et9mZfJK1csxoNKp9f1KCzeArtXC5G41GEYlE4CnsR5/DsmHpx6OwjAe7nS2ZW0ZlsM0W96yGw2EtYGKSuzZ7fGRek7vmyHycMR/poO8XzyxWZGzcbE6rr6renWbeSiR3md3Qy+VuVpH5uro6009DQwOam5tx1lln4c4778z3GHsPgUb6sEY6TEpFW3sHFIU+2NyYD4WjCAUSeD35epCqRFNSXF7LTSqMigT/PyEEG7fRKNGS1duoQSFHqRDZ+31C7zwA3YNd2I+msBZV6NFjdyE1RP3UWFJVFc2pIvM8TVclGDrQnHpUUVHB6qTNQsNoxKaMEvAIQZaR+baAroxwRSFZuh9PUaqqqjJHCIzpfu4iU7pfSUmJZswHgiGEoix7gyuKhBkwrClPW1ub1hE1WYRAa+zDHSgSbYS3vXovPlvHIoKeYiYUk3Sr5558bx86MfPxcGNeiTLjKpIkzT7AliVhKEyp4DXMhKB2L30+jjnikPj9DWhKRSBEFQhPie6AsIFOshaN+SVLlkBVVbz2xluoYhGC0SOGAkSBR2rTtkuY8icFdc83L3sAmKEQpU4SLoikJEosIUDLDprWxpWKkkEs4lfEMiik5IoaX0KGRyFsdtTs1htEqkZlxOmBYnNi3QZa68mF+q9+9Ss88cQTePLOXzGD3QE4vRg3mnZ3phECvUYtLVzI8QwFm0OLYspRCTNmzMARRxyBJ554IvH+gUZ6/m1VmlIR12CKL5tnpf+FKtH3xuZgSrBEI+UJuh2HQiEQdp5ahMDn0+dnDlcqDGUlsel+wWCQrsmsSnp5CesbsHErTavnz7Ikydi7fV2Kc1DQ7o9VKkRkPitUmZYsEYW+o0zuNjbrkXU9zd6XOCtHkViqdpCu2OIu0OfpNEvDJpK7kiRhSxXNPluyejsz8ti7myqqJrMU7NJhQEsVdS7y/g52F5WVATqvBaMygkHduEkcmadRvKEDYuTuoMFUGQ+1mj6PdaInRcuIyyYyb5a7sca8ZbkbCNJ5AIirmTfK3ebmZqhamr3BYSazucxuN63GY0nu1q2nz4anGFuqG/DlZirraGReSp+5VdBPz7pUVV3f4vO7KiV/7uQwc2RCL3+y0Zp5VVGwp546l4453KrcZT1UjB3xeUacRWOey93/vvYGauvpOzBmxFAYy9sIITQLK9H1YJk0Wp8pgL7LvJmsjb3fKY35sF4qEwnocpcoVH+VQ2kaz8qGjDg3Kg0rkpCYmvmwr03rscDl7vXXX4/HH38cj/zxGmjRZlchxo1icndXbeYZcSC63LXbtah0KBjC9OnTceihh+L5559PfZxQK72mcjhe7vJgjhW4TugupvaDqug6Tcx9Mersutzt0DOnONyJzs8RieUu/UOAPuuNW1nZhAMbt5nlbofPn7JEBqqEdn9smj138O2Hxnwi+vbti8ceewyPP/54+o33VYLNbDLw6w2V7A40NusvEFcqAKC1JYEhzVN0pQjQsZultLcAtWv0+qokJIoQ1NXVIRCiE9iXG3YhamPNt8JtVJlPto64FKTnUNCX1cuXawYnbYLnpuOSo2hrazMpSHFKhZYWq2LYoP6mr6GR+eKkkXkgjTGvWlQqFAnY+Zm5tp4oaAvoAjNdul9NDa03bGxs1CIgdHwBbYkwuItphKC9DYA5Mg+wTrh717EaXweNMBKFpW87tLXBAaC1tRUtLfFZGQceeCA7VjtQv4lGaooH4fRr7sbM86/BkiVL6IYuPtEmMOb5BM67iYZb6bMX6WCdbdl1kYKJlYrYyLzK0/3ohChHQrSXAIC+xd74/Q2UFNK/+wJBFhlzGiZWG7RmQxbg1+vDxZ8gyhSHMSOHAYTAS3RBntSY5910jYa7ZsTadWVDjSbu06BEqSPC10AjuNEATbHnqXHFA+izmkyo89rdlh2s0ZULY8eO0f68o9KQRmazYXtDCCF2LoceeigA+u5ce+21GDW4nCqKNhvgKsDYEbTcY/u2rSzrwmKKvBaZ52n2LDJPFDS3tmnzzm9+8xu8+uqr8fv79tLz9TdoS2oZI/Pa/11FqZdS1K4RjTiiqD9TKmS6L19SyUAipWLL1m0447q/4dX3luob8l4WvE4T8el+qqoiGvSx3hgFtOlkqBVwerFxO51HZ86cCbudKiuVO1L0AFBltLXrY/P5fPtMul+XI0tA8xb2rLMaTJvD1JSVy11VVU1N0vRjsMh8oJG+u+4iOhfWfAu016T8+kRyd1dVlebA//T7SqhO1ncjXb8amUVJSwdTuespNUSzbGy50QAgR9HcYX7WW1paNMWXGvM8HZdg2KAK07aaEz1GblqXuzzN3mK9rWlfFW3+eCd6OrlbX18f06smoEe2tch8fEacoiho7QiwmvCQ3shTlWkmmc2OBoNDJlnNvCZ3W9qAnV8AgQaQ4oGYddltOOGMn+Orr75iS1XK6bume0uZ/Jeo3qhEacoyd5wrSZzogGlFEBqZ9wIqdVj6O3RdLK3c1Yx53nDWpcsEG6iuZzHNnsvddz5crH1GnegqvC49Epsw1V4K0e9WVSoreLYFT7PncldV068i4/RSQ48oQDEz5lWZRucVKXGWIUeVADB9yek11cDv3Vunb+cpw6ZtlVrQhRvzZWVl+PWvf41hA/oAvCEhIRg7ksnd7du1zyzBHQjcQWGza82x9zY0as/6ZZddhnfffTfxMVp3AaF2OrfFrPbQ0dHBgk8WA2H8WhYP0DNJNB0zvdzdsHkbTv/tg3j74y/0DR0u3YmSRO4Gg0HqkI/6aXZf8zb6zriKNLn7ox/9SDtkymVhVcUUmfdxY54783sxeTPmAaCwsFCbePdLmFGlPRw8QsDWtrXZbBg3bpy2eUtTEmPe4aYNzXyNrGGEmzaHMi5XkiAlJFapIIRoXm0ACIYlrPyhFlpNUf/xVFFJlF4S8et1emxy0yLzNjtL7ZKBqN/0vQDtPsm9+jTdj0UIVIJhg8zNuLQ0+2jANMkZV0VIHZln6c/pjPm2apqFYKztURW0+enEYbPZUFpIFaVk6X782VZV1bSepT8c1Y/rKQZUGT62pqYx3Q8AbcgUbKaCumQINQq5B9ZmN6VNqqpqchpwuFLR1NgIbPkQ6NiLsKsvtlTtBQA888wzdEPuvY81kKQwW89aYimd5QBsVJASlUZs1KguzBMpFXwZNw6PELDU7bZmvctyn8LUadMl7M8+n58Z0m7zM+lla+CmiZABegOqVpZO63A4MHwoS7N36MeMUyoUGdpyNgDQvkdXbBwuaPW4Tg99JxU5vv5NkYCWSvoO2wj1INts+pJFUoguMRUNJo/ccEWtfgM7jg3l5XpU7fuNP5g2X7uLKlHl5eVabwYAeuYF4fWbBGNH0NTwHXuaWJ1iJsY8Yan15nS/tphlm/7whz/E7++vh7Y0lLs4brUH7f9WFQuulBUPpBEtRabzFBC3v9FwGzqEnn99Uyve+2IN/vjgP/UNtXQ/T9I0ewAI+tj76HAD9RtpvaHTi01VVNmbMmUKhg2gEYW0SoXBmdvR3k4VVXdxr1cqupyoj753UsDUtIrL3aKiItO7kchBSlOfPYYoFY2qoT19NC2RMb9tyxb9+3whrKusp+9kxA9ULUuu0PPSNQ9zTilR3Zix2VkGCgGkgF67zTDqXma5q2DY4ARy11UQ975Ylrs8QpeNMU8UtLGU/8LCQq0EK1lknp+X3+/XlgIDwNbuZvfGVWgyVhI60YlCz7d0CHgJAqBSx48hMh8IBBI6e3mpRlNTE80yCjSiVS1GTX0rCCF47rnnWMYOYctMJrnHvEa8sB/9/o5avaRSVVkT1khyGcEdEgD0xrN0Lm9tMsjdojRylxvzfm7Mxxg0niLLkflYuVtYWIgBFf2pMR/Wr21CJ7ococ5zlTk2+DvIDTzj85+qR0Owic4Bvjqacej0MDkYpcEoJZJah+Dlp0QB3IWmVQC+Z9lvAABvCdaybNfhw4drEWQNRaJOovZaINiEcSPpcXbsbctsBQjeJ8BJDXitGa4qoy2mXOiWW25JsL8C7PyUPi+eMlNPCYDXzXvp362MifdQKh6kZ3BqS9OZ76tJ7rK5t2ZPHT748jvc+VCs3FWYzpdY7iqKQjM65CBbsSZEdViHC5uqaEbMUUcdhX5l1BFZuT2FE12RtCUxAaCjjT1rnt4vd7My5letWhX3s3jxYvziF79IXje5rxNl9ZolTFA4WX2t3aktB9OvXzn69OmjLbnQ0hxjzKtsjWGnl05INvaCFfalUXnuVWzaDix7JG4IRqVCURS0t7dj+1ZzLecn327Qf+k7mn5XgnXetTpsJawvt2Kz00hB6RBqgNtpFkJTjFNCWxcSMREComDYELNS0a9fP70LusEgNyoVKde8VamX+4OPl+LTTz9Nvl0L6y5tfGGJqhnzpaWlsNevAza/n7QBnlFZ2r1bz5LwhyQQ5qWFqxBQJXQwI7ykpAQFBQXa+TS1ddAIpdPNvMVMuKhUqWhI5OAxYLPZcABP92uoowIs2IQ6v26Yvf322zSy4Cqkk27NCvNBZBYZliL074X96GTavps1f2Ie8aL+VLlM1LRFCprT7HnqMes+azRU+hSmbs1R4qJj1wSNKUJgg9Y5PFlDIAYhJE5RHz58OFxuGkX22PR7H46tiZSCaGrzY/FnX+KBl5biV4++j7c/XEI9wnwNa6NSQdR4J4e/Adi9CgCh71bDJprZoi1HGAFKBtLrn0xJ4g2QOvay87cjYBjr9xu2mDZfu5Mqb1OmTDHXifHnXArR+cLXiHHMmN9e2wIihek469br70YyuMLMG3PyNHuixDmbqqurzY6SiJ+tFeyhaZzuwsRKBcCcehYiQbz5YvFgFqUMm9P9mrax+xATIehjjlRVVu/RU/iMtXty4jR7AAh2tAF8XV2ehQFgbwv9nlGjRmH0UGpEVFXuBDa/n1hRCrWhfe8O/Rq0G5WK3p3u1+VEOuj7KAUBp0tL1+Wd7Csq+pscMgmNeb4Ma4gpyTY7nZ/9e1NH82CWux0dHYhGo9i2zSx3P12xnh6zeTuV7cmcVlEWQSagcweP5hdV0P42rmIANiAaRFO7+V2Jk7s8NZeoJrlbUOCl8ihNZD6l3FUkwFOCtz9YhGXLliXfDqD9dYyoujGvNchF+sg8ANTW1uqHDUX1DC53ESAFTOVtffv21WrGm9qDNMtCkagxokgAiJYR17j9u5SnUFhYqHfHb2pkjhkf9rbrc92CBQsQjDIDRw4nlpvcycrr7O1uqn95SsAaztDPpXByY16JstURWANSV6E2d5nkbjpjvojqXR18jnS4zRlxrkI61jROdEmSTPM5QFfwsdkdNM0+qhvziSLzDXV78NGXa/B/L32KX/17Of639Mt4uet0A474CLCGqgBtu4HqFdQRXtRfd+zJEaZrKamdAYrMMhFpQM2o/63dZJC77hKs3UHlc8J6dd4HKeID7A6MHT4IALB9T4veWNoKqkKfF97HhQcTnO44ubtjx4748qGoX2/S6Eoid7nubcUpFw1SuV9YrhvUfGnimOtqlLuDBg0y/W3LjirIMtNPeG+hBL1q4uSu8Tlk5Xh7m+n5ULk7AABQtW1j8nNQZbQ3G+br9hb63dpKRb2XrIz5adOmxf2ceuqp8Pl8+Pe//53vMfYO/A005cTposaIww1qADu0jroV/fvDZrNpD2mL4aECoBsHdierR7dRg76gnP7O63Q7aun3xQji2Ah5U1NTvFKxfA2dEAqp1xR9RyZOI2R12IgG6ffLEWhpfqVDqOFmdwCR+Mi8Ea12jxkaw4boL3Z53zI4nU6ttsho4Ljdbq3pXbqa+cp6H3525S049dRTEysgwRZW4+0xp0bHKhW+OqCtKmFkXlVVkyJhhBCCICtlgKoA7bvR0UIVmNJS2lxD66zb3MbKMdikyKKmYGurNm5fm/A7+vWj0dny8nIM7E8V06b2AKsv92NPs36NIpEIFi5cyCIvIarsGs9bCkNbTiTip+l9Dhd9xliHdJqmNpAtk6TEGxhSUO9kD7AIAfvd5ogx5h1IRYmLHtvv9zMhbphYCaFZd96ytKn2oVAoTlkYM2YMa1KkwGvXlfJIa61pv5+dfS4qjr8Up5wxB7f8+yM8tfgHnP3H+Zh2xBHYW9+kP8N2J11OkC85ZUQOs7TrAqDfWJoq7y1j2Sys+ZKnhNWqJmlqKUdoqi93ADhcpud/7Sbz+7xjLz0Oz9bQ4KUtdetYuY8NY5mRGQhH0dDUDG2VgPbEz7UGUXWlgqf7Od2A3YU2yRO3uek98dXRuYYvv8giATml2fPeBgWl9LpGfIC3WFd22mq0Z4VfO5vNhoFe8/0ihGALj6A6eM283ognNt0PYJF5G+jx7U5mfEGbR/r27YtRQ5gxv6uannesokQIEPWhLai/kx1tbfR9tbt6vVLR5UR8zNHEVppgK04Y5a7X60VhIVVck0fm3bT8jPdSKCij2VxpnslY+dfc3GzKiAOAT75aSWVc8cCY1TpiiPpY5k+UzhNyRK8ztduZ04qmixubzsZSVlamO95glrsV5bxZW26R+U276nH2L6nc1ZTzWCJ+oOpLsyJOEhvziSLz4XA4qX4RCEt6DxE3LQ3zGSLzDodD07Ua24NsfWxQY1mJghrz1NHW0FAfe3gAutzt37+/3si21UfneCWKPU2GGn6fD++88w4dC0mSEs4NdCVKHXdON70HnhJoHd29ZcwZkCx7y1AbDtAIOnvm21qp4ex02FHkTt3ctMTrYOPmxjzLDACgdZZ3uNM6WBOVJIwePZo1tTPLXeO99fv9mDVrFgZOORk/vfwW/HH+p3hq8Q847Y8vYcbRR6G5tQNa4ze7k/bFSJaBKbNMhv7jaRmj02PobxOi7427MPl7B9Dr2bqL6kF2p+n5NznRPcU0yo4Echeg9zbQpBnt44ZTR1pDWwC+Dl8W5W1eGlSzs8g8UdEmm+VuNBqNf08iPhZNB+spkcCY53X4VnpfSEH6vPJovMT0T5stzuHDr11RUZHpHadjlbCTL93KHD5afwQkkbsdLXqav93FxmtDG8sq6du3L0ZxYz5ZRhxb9teYNdrBg148Q6AXk5Ux39raGvcTDofxxRdfmLp871cEmuiDrbD0M6NS0cKVCt0gA4AW45q0AJ2kHS6m6NvYcjZE99r6mec91Ex/Z0p4S0sLVFVNYsxTpWLMCJrq8/WqtQjJNr05iLePntpnJBKgSkWURW65Z5ALKf4SJ4jMc2w2GzVm+bIaIBg6KIFSAbCO9omb4MUpFazBGgBAlbBy4w4QQhAOh7XlZUy07AT6jGAKn0GhJ4q2TEVZaSkzxtoTRubr6+sTN29h+HkjIjkMOL3oaKb3SjPm2b1vbGrWFaiifrrAZrWNDU0xzwTjoIMOAsCUij70ugRCEYQcfQE5YlIqAOCFF15gy6yx4xuj2jIz5uUg/ZynpMkSUyoUADZq5PP13WOjDFJY9+ryCIGnRPtzaws9jwK3Ex5bikmSEJQ4JPZfQvs7OFwxE6uNGfNtyY+DxEr6mDFjWHRKgYfoCme4tY4NXcW8efPw/ke01s/tduPw8YPwoym0ac3qNWuw8O336PmpKlOsnfT5i42cyGE6xoIyOl4laqi7d+qNfkoG66mEsQ4BKUjnktLB4M1vTEpFjDHvD9H9+xi6PNPjRqnAiwaAsuEA7Bg9pJ++NGR1A8suiNLsjlRpdjyKpUSpo8FVoC2X0+qkAnTIoAo4nfRcTaVWwWa9zIA3AUwVmU+VZr93LY3yRQNUObG79IwNN5sjvaU00sUcgyalwh2vRG3evBmXXnopjpgxEy2trQm76poiBL4OINRBx9JnBCCHQFSirV3bp08fjBpCr0llNXNqxCpKKu0SbW5G1MaMeWO/CIElIn46h7mLWFYPYcY8nbt0uUvlTeLyNlbuxI0svgSl06vL3bZqYN0CbZfm5mZtJR8jTU1N2MZSPccMp9kwn3+zEjKctLEdr8dPRJQ50eUozYIzyd0ok7t2QAqYloM1UlhYSB3hKpvHCcHQQYO1v1f048Z8YZzB6XK5tIZlcXLXV6fPecEWrFj2Of3YsL59HHzONspdVZe7fcrKgD3fAds/SRiZN2bAJULLrGGN5zoM5W2AwYne6qO11DY7M+a53FUBOYLGtsQGq1Hu8nK55o4Q1KKBgCpjT51Z33jxxRdZ+VkC+QBAWylFDtP763DTBsfuEna/7FrfndSlWAW6TOZyGDa0smzPPkVu2NIsg1biofN1IBCAyjvJm+YeQq9rmlT7pHLX5gCICg/Rz4PrVIqi4MILL9T6+3jcbkwbPxAzD6Fy95sVK/Hu/z5mcok5kh3O5PJBDtOxl4+G1tyU/8vf5YK+qXUIVaK9gwgBHGZjfu1mg3PO4YY/THWJWENVk+f+RiqLbHbNiQ4AO3bX0fNp3pG8+bQ2HtZ7oW4ddUIUD6ByV46iVaJZBzxbBEB8iXPEp5d7uIpS9KopsGjMh/R+WTw9311EnQUxuju/dsXFxdq7aGTTpk244IILcMxJP4HP12FB7rZDWza2sBwgKiRJQoCtVkLlrsGJnghVBiI+tPv0+9rR0a7L3V7uRM/KmO/Tp0/cD08d32+JdLDUJ2YQaca8HY1tsUoFM+ZjG+DJrIFHRy1Lz3Vp6elwGrz5wVaWiluLVatWYcCAATjnnHPiOrBSpWI7AGDuWbPoMCNRbKus1ZVG1gU24fk4PUDYrxudsUoFARDxacpMv75mg6KsrIymufFoHog5QtCvj75xgqgcjxLwaPt///tf3HfffSC7vgbamJc90Ii1336p7ZOwk2WojUZE7E6z8aQquhJeVsoi1hIKXPS1MCoVNWnWr6Rr3oIev6AvfK30mvCJrH8/FiFoqNeboBRWUOePqlBDUUquVPAGThUVFagoK9Q+b4xQAbynjkYWHCytcNmyZQgrdr2pm3GZJTlMlV85wpYY6UOFRN1aAATaUk9c6Uy0rrqxZp4rai4W1bHZ0NZKBXyfIhbNTdQsDgDCbVq6H72OYb0BntGg9xQndjoZSKRUjB49WlMqHCQCp4Nen0jQh61bt2L27NlYsIAq6I/cdT18Vd9j1SMXYfF9P8dZJx4GANi+s5JFTRRWL+4AbZQT895IYSrUeKdzQlhDLhhqeV00syXUShvcbV9qPkaojV57VxF15DmcpmyT2rpGk/HgD9NrX1xYYD4O7+Jrd7I6f8DjIBjO3r8de5r0d1lVUne0JQp9N+s30veofAxz/kS0mvl+ZSUYUkGNBJNSwRtp8qiPw5MiMl+YWnFsq6GOOSlMj+N0M4dVmF4vh4s9x+voWKErFSXFhSjpNzDukB9//DHmz5+P1Wu+w+sff0OflZgIgVFhCwU6qEOjYw9N5SQEoVAE0aikbaspFbUs2hcboVNlINCENmNn7g6fvp54L1cqupyIn9774go9wmI3Z8QB0HpPxJW3AVS+RYPMUeXWnXfGpooNP7A5Evj8888xYMAAzJ49O87JS+UuLaGYe+bJAACfP4Dqym2AGkkTmQ+wxmj/z95/h9l1lWf/+Ofs03uZ3kfNlm1ZbrJsg42xMR1MJ7SQEEgoAQKhGEgFAiQhECDkJXQIJUBCSwDTscGAu3GRZPVpmn5mTu/l98ez9lp7z4xsXr7we+GK13XJlmbO2XWtdT/lfu6nLvuyXTPc7ZogOkCzyqq6Pzt7bA+d0Wo39L4zOrIF7vpDsj43BPI24u4nPvEJ3vOe90hJTn5OYVXZxRI6rYK0zaZy4m7XgbuppOgdLB/YkhH3YBpMxXLN3Ov6tGhPsIUznyspNo1XrVuFuZ22Yjls3ncikQgTExP6OHbyod3psN7wQqezCXd/+MMf0vGGxDbaMjPfMF0Tggl5P2vHVNaxrva00IPQ7OtGs8hrs0ABj6VxNx0NPih1Oh40mftStakZbJSWTfY4EPvVnXnLEkaco7ytXq9z4MABnvzkJ/ONb3wDgI+8/c8oHvwBt777WfzwH1/Aoy89F4BjJ6Z0NlUwRGWQt+pGUS8hzNGwsrvVM9HtZZUzXz89m4V208xXy+/C3SMnZsy/PR5KdbmnTa2D7TK5yqpgJR5S0QA96RQAx+dW5Pryc2LnP9DotiX4YAVUT/e07raSU692eLBfr/8tnXmPR5VihE8fRN+i3GbztXR1ogpvQOM//gj4IrJ3OkogNO7G40SDptzDr1q1fvWrX+WLX/wiP7/5Vr7+w1uNDhFbZ+arpTwSIKtq38ipG+DC3ZnTBAA7UkZhl9YCEkjwhw1D4Hd4/NLO/H/913/90n/+V45mRTavdhMiKZn0akPcnCGwnfkNBrRN9SsuSp28ZWcou+g6zU5H6mmLi7A+zc9+9jPa7bbQu9SwBWVWV1c5dlzoLJecdxahgARclpZUHaAtYGGrQztHo6gWbEXRZBtmY2jVJOroC0DVqFlvG3XXxmgj2HbkujDiovulzIcfoNd8qVSiWCzyh3/4h7zlLW/hvoOHlWJpF5o17r5/Sn9nywxBswyBCB3PBkO529ZiGKlUQoNf2CfGjcuouPeB6wJ1r3lFjywUZKOxRWbsbMjK0qIWNpMIowIrutCubRI1AjFM9u/fD8DevXvpj5vNcWl5UYwKpba6d3u//t38ak61WfFvzsz7giKK0u3IfLW8yoBtq+8EpT6zWQWszZn5lsOZ1zXVftoduZWc3e84FlS00NNE1CtrxHuN0EyxUjdGxdHvKUOiu2XHg43j9EaFGF6UVwkFBExu+NGP2LNnD1/72tcAeP0fPZPXPOdRBHwq+usNssupQms/H9WXmFZNaPQbn0m9IoEHEDD2ylp0GRXxQXmes7cLhdFpTNeLjn7sHsDalCGz+9uCmXexsN99LU72iuVXVLi6UdY9lUWLA/nD4qCebrSbsoYivZAYkWN5/dCum77WsSBjg1sYFa2aqdnzoKPrpxXAs3vNbxytuhyruABNVYPvDZi6Sl/AtIUqL6tOG3UtxBMLh9iZ6vKYRz2SJ112Fi979mMB+OIXv6hP8Y0f36GyZlILX1dGRTgc1lnDSiEvZTuhpGRf/GFyqnMFyJ63bVSCBrOLWVqt9mZDqduG8oo7Q6CNit/9DMH/30dTOfPxIeg9Q9apx+Nw5jcy4rbKzNflOC7KpY27am8vLakAaJGf/vSndDodvX+Awd2FhQWdHXrEvnN1J6al1TW0wFn9NCVD9YJolrSqYgM4M/PthuwNXoW7azlABSwdQ+OuTdEHRkdG9e8NzT6yJcPIibvLy8u85CUv4fWvfz0npmZMK0jg7iMmA3bazHw1J7W8riB6R+NuMh6X9VHNbUmzfzBnXjPi8EhmPicYoHHXdubX1mUP8/oU7oL8R+yZ5S2C6KlUSmtA7d27l4GMYZ4tKW/KFuQ7d5ucp9FosFKwWXpbZeYbqgVnVWwoPIK1HqBhZz5DphRuyzaKDQiElCaCH3wB6ZzgMbgrQfQtyuMcI+43uFOsNjSDjambDNb+ipl5CaLL8fzdml4D119/PXv37uX6668H4G//9m/546dfhd+vMrMev8Hd4wpfOwp3bTbCVhoWtZy77E/jrQN/Iz2nTwh0u2rfV/bGhvK2brfLffcZvSkdRN/KmW8pSnwoIe+1VWOHEsE7Nr9qcPfBOvTYHRdCSdSE1Zou6yp4lo4FGRsTNsOmtVJdUxosjU0CkeDAXV/ogW2rU3dIIN125i2/eq5dU/oDrvvRuBuLsfeMca7cdzbPfOR5PO8JVwBu3P2fG2+XudJu0O12txaeLRUEb9dn5BoCMXIFtzNv18yfnD2l29G6RrsJ9TJ5pwBeoahaO/7uB9EfWJnKMV7ykpf80gd95jOf+StdzO/s6HQUcCrhsEgv9J4pC6DTMkZFzwajYj3nPo6tdNkoy8Zj+QSA7InZrokR0GnK75cPsbK4edLu2rWLgwcPcs8992ga2q6JUQZTEaaWiyyuZI3j5nM4W3bU3xZH88fFiQrEhC5r9y1v1SUTFogJzV5R27eNDnD7vaa2yDjzTaT+3yIcjdOTipPNFd3OvD+yiXbkNCoOHjyo6/IWl1Y4t5bHVh+9+8iU/s6mDIFSKf/69T/g9//gD3j/3/0FL/qzt6j3ZtpUpBLGmQ9ZAoAuo2LmQTLzVRVoaUu0slCRDUlnCJQBtTp1ABrbIRqSyLwvIPT2jijtLm/hzKdSKV784hdzwQUXcO655xKc/SnpqJ/1cpOFuTno9zKv6pQv2N7HvVOrtFot5hbX2O5XxqCTXmbrH8T6ZCOz6ZYD5wgINSpK4NCn2AzVLTLzNZOJVwIm09PTXPT8f+Xaa+5m926pJUtFAhJZbtWAzXQrKlkS/WPu52jT/Zx9Yf0Rk0VyCr05hq2om0nG6LZbrJdq7N27F92jtrRM0O+lVIUf/PxOms0mvb29fOhDH+IZE0V5RtnjElWPD7DT5cxfjVaU9ViSyc5uEI5r2Zl5VW5j0/tA1nRxUf7tj4gB1ygJ2Dar8rxBnHmbDljPSRZggzP/ta99jUc9SjJ+tjEbC2105m2jQp2vKwb1xJAYnadWC/JM2g1I7RRnvu/MLZ+rZLFU4M+mYXpFKTinyilSkQARxbDQRkW3axRwbSPA8kLrNJl5Z6953wbxplpeBQQ8EsiLD5usVKMkPw/ElJJxmmZxjVe+9KXc+NOb1fPxYTWKfOe/vww//1c+dKOsF6fGwg9uuZdKpUak3YDVw9Qb8ju73rpWq1EprUOoCD1XCDsonCHn0BxJJ2JYQ5IJbrXbnFrKMjG8IUPWbkJ5xZUhKBSVI6n2gYfGLzk6ijViBcTYD0RFAKtefIAg+sbyNhU8apRNQMWm7XqQvc9urdgoQ3lpyzruHTt2cP/993P77bdrMaqzdozSmwizkq+yuJqTdegLyzzdai+r5oT5Y/kkM1/Jgt3zu1WHWErmSS3HqhL42759O7fffrs+hMHdmqYbZ3p6CAX91OpNg7uWVzkHVZcj5MTde++9VxvGi8urbN9RgHaTbqfD3UcMJp4uM/+FL/83f/zXH+BjH3wvv/eil8sPu21yeUcQXem6hFQG7/8qM+8MovtCFAvuzLxNjV9dy0MrBL60vGNfQLHiOpKZz2/G3WQyyate9Souv/xy9u7di7+2RsBn0Wh1WFiY4+yYwd2Ldw3yi+OSpZ9bzjEQO03NvK1kD0ph/BgMn68cyZLggDcgWfpOW9HyHayrdkvmgRab9XP48GEufd6/8oKnHCOjGICpqCqba1ZNcHnDSAQczrwdRLdxyw6+BKKChw8wbNwd6ElSrlQo11rs2bMHPGXotPA0KwT9PmqNFt/73vfodDoMDg7y4Q9/mCc/8Ylw8KvmHVoWOycl8HT06FGwzjNlf/4A1Jq4WvPZo5pTZa4N+axX4W4lq9oA+6Xcq1nWzB3XUFlbSTx1N9XMg+DuJZdcApjyts3OvEqS2Z2gHLh76y/g1GrRrOXTMS9cx2rLnLCDOoo1ZII2IXzRDL/4xS82r5XKuvgJ+VNgeek0Ki6VeVdm/oECC/k5WJvWSQ7Jzvuh6ZgjHh/U8tT8SV7xilfwk5/8RD8ff7vCDZ94K2SP8+7/OQS4cffbP/0FzVYLf7vhYjlFIhGCwSD1ep1KMQeW8kHyswp379WfTSXiTCrcLZWrrK2tbWIs0WnRrWY1KwigUFTOfKf94O/jt3z80pn5XC73S//5XzeU8VWu1vnC/3yf9WJdomLlZSivOIwK2WjtSbaWy7sjr626yoBlsDcU2dAVnaqlonmWXz7TKLEy53YoAoGAjtT//Oc/B8Dn8zI5OsBgSoztxdWcifqBjtq5rqNdB0tlj30BN82+XZcFrer3VpYlK2zTXOyhI2tOER+PxYhq3dSXcdDyt8i82nS/UqnEgQMH9M9zhbzuc7lWKDG3ZCLD66tLm9+Nx+Jb3/kexVKFL339W+Z33Q65vGxoQrOvgj9CWLUwcxkVp+bZagT9AhqlWgvdPzzSQ7EiBqJ25hW1cSVXFOfXCkhU0x8FVBboAYwKy7LYt2+f1DOuTzOUFONrMSs0+IVFUVcd7YkxPCgRytn5eWUsdt30MlshOTEsVDCbvmZv6k1l1LaV0dCsbZGZrxkHtC20/O985ztkC1X+6zs3kcvKe0jHQqqm6jQ0rmqOYGpAZ7WKlbqZ9502us2LnUV6ADqYnSEYyMT5wTueyTff9xqpefR45R6qa7rn7WJWwGvfvn0885nPxJM9Bgv3Sg/T8irkF9i5TerRTpw4QavloNm3m3L/G7Nr9YqhwtrPy3bmmxUJAFh+peweFqDdGBVvlKTmfvWIouJ6NL3vmU95IgAf/vCHpTVi9jilkvxukzNvZ7gtr8paR6DTJBUTI6hQrhuKfXxICfacpm6+3YK2bVTYojxieNvrLR0PMabWtTYq7OCkLUzn9QEe2o2ai8LoUkI+nQheLS8ZCo/X1AB6vIpWqa47pGqM+8/ix/ec4COf+LQWuIuFfKaGsl3n7O1jm09Rb/LDm34O0z+lvXhYsupAMBjU4mmVvCpxGrtErwFbhEfaWwYY6UviVb3mp+YWNxv1lTU6pTXyFbOmxJl/KDP/fz3qBQrVJl/4zs+kXnrpXtXhoOoIosu8NM78hkxiWwU36+odeCyTFbWxr7wq77GyBsXNznw6nWZoSOrSbdyNRkIM9qYZTIkzJrjbUo5Id+uMZ6Moe4Qd6G3XDSOuXTeMqnpZt97bpqjgzmsBFKVbWDkey7s17m5RL3ta3M0XdGb+1GpBerersWVmvtXgGz/6OaVKjf/62jfMzzsOZz4R12V+YbVVPlhm3rI8eFW5VKnakPts1yEQd7WmA2dmPqdwSjmBPhXg7NrO/OY9xy4f3bdvH4FAAE89z2BSvr+4tAy+AAsLYhfsHEqSUVTq2aU147Bt8Uy0Ar3HY+ZAvSA4EIjpfXLLfvXlFXSnBUU//9a3vkWuVOe/vnsTOdWaLh0Lif32AA6KLTwLKihil3eAZHO73f8rmv1Yf4of/N0z+fa/vtEI4HU6kJs2uKs6Ljz84Q/n2muvxWOfr54X2nnhlCuI3sVSWjUeSZadjuVXy8v+bzvS9mg3TblJOCU/26qkrN1UwqrChm200Y7lsxTuvv/979dMjFJVrntrmr2yYQJRZUc1ScXEXiuUa2Yttx6glALciQw7iO6T8on1OanhT8dCW2fmm1W5n0ivtkHK5bIrY+2qmT+dyn+zJs+mURS8tSnp3qDxXey5XMvxne98h09+8pOSALGfTy2v9D8anL1zM+4WSlVuuvUuaDdda9+Fu4V1sQtS4zD/C6jltVMeCQUJWF0mBs2+tqUIXqdFNbtAs2XmfaFYdrCxfrdx91eqmX9obBjNKhRO8d4PfojnvvE9XPSid1GcPYDdhkK3yNlgVGRzRfdm3SjLsaL9Jnro8ehsL+2Gcgi8kr1LjrJyasp1KX19fRrAbr5ZslKTIwP4vJYxKrI5U5NcWpbInXODtNtnNKsSzdStMTx8+bs/4w1/935aeFW2zauVYId6kpoqB1tkCBAD9ylX7ycQ8POoh11ozrlFr3l7oyyXy26jIleQa2yUuUe1CNG/O3KzCMo4340/ohkKJ6Yd9TSdtqa6JuMxec6xAV3jpTeWbpfZU3IeW2EfIODz0pMSNkOprujp7QYkhnVm3qb79abEuFjJV6DnDMm6AATC6JaEzSrLObnOiVFDPd8ksrJ2nEFF+VtYK4E/qEFmuCfG6KC8/7m5ObWRe9w1ms2aZHQTIzC6DwpzhhVRKwjdzxbhCaVUxHqDM99uGOEdRfezN/BiucqcApZULKQEmypSG+mqnexK1N8fNj1v7QyBnS2zP29ZW6ovux6LMip64mEuOGOUJ1xxgVlH+RmwfAR9suUtqlZi+tmun5BWcmvTEsDyBtg1qjKsrRYzK3kH9V2J/TXKjhKSrmE/2GvV8sp1yw2YTL3llRo4j8ddXtLtijPfrMs673ZpNFvaqHjtn/4x28eGaDab/M3f/A0s3kPRFpoJbtjK200xkAJRlZ0PAx4Sio6fr8j6ITdtBL42igPVSyqo0lT6GhE3bbPTJDd3RL3nMGMj4swYZ74q66+cVXtFAPCYOlc1XM786XrN15QATmlJWkv5Ze/BHzLXFM7IfI5kWC24z5FdL5h9rNPirO0jrt9vV9T4b3z7+9BuuDIHTiX0SiEr19i7U+rm16a0UZGIRbDaDXyeDmN9YlhMnVpkUzulxQOUqnVX7KRUqdG2gqrOVM2pRnnrkoOHhhnVPO/8z9t47nXv49KXvpdqMS9GX6d9Wpp9dqPwrJ1NU23K9B9bi6FVl8C8P6RqnE9ucub7+vp0FtjG3Z3jw3jobA6i05Ws3VYiePWSnCMYd7Wk+vw3buAt//hhOpYfQnHoNrXY6zYlsmcPF83edgwtL0+56mJCoSBXXebA3S2c+dPibqGkcLfC3cc24O5WSZxanoqqLT4x5WC2ddvkVYZQa9VgGHFbZeaduJuMBIhFxDkqNaR+X1rlRSmUZe/YTLPPK1aEihjYe5ligNmMuAlHQmIT7paWGUzIdSzkauAP6/K24UyM0SEJos8trqpg6mZHrZRbUZTwsLSMzSt7pJozbLd2ywTTN67/8opgsl3S6TW4u5zNsboq8zIVD5s6561Go4Lf69FihzqI7sRdu+Xn6erU1bCFnHviIfafs43HXHquCuJ6JalVWiaoyttsZ97M0ZrM87k7AA9EejTuFotFKVnottA91tW1bxq1vAS5bI0JZWtqNqllmVrvrUrKWjVTTlZapFw2c/BNr30FwwM9VKtV3v72t9OtlzUjZGuavcpge5VQHF2Du2XlxCuRzgdU17eD4Xb5GYjN0GlrRfZUNMDYqGCZy5mvF+XeA1GdzS+U3M/tl6qZrxfk9/6I2EUad8MmwGB32KjlN4mBFotFERWM9kKrztk7xl2/17j73RsgN0XdsfZduFtcl+cxerGc1xcgV5VnkkpEoVUjGvDRlxT/Y+rkyc330mmRX3HrFBRKFWMj/Y4Lz/5/duZLpdJDmflmBRoVvn+fLLCTC2s87x3/Sbu4Qrfd1n3m7bppnSEolN2bbb0oiyrWbzZVWzXSjs6VswrsExBOsrLBMOnr69tEL9m9fRzaTXeGoN2SDaKwIJubczHbfXs7TcnaeUXsYjW7xvPf9H7+6WNf4pvf/7GKyPmYU1nr0f6UBlFwbtgNE5jwWLzt1b9P4f6buOqS88w5daTaUJucdD9nvVIun5fPlrPcfcy9ONdrXbdTorLMdiZwam6ett0Tvts2mfl4VMA9MUJYtVLRRkWrxuyibFLOvqKJiJ94TLIYxZYPmhU+/Nkvc8XzXsf8mjLwNc1eOfNrBWkl41N6CIG4FuPp1Itki3LO3bt3b36O9sjPMjQgRsdiTSLAthDPcE+C0QGZX9qZ9wVd0fUP/vtXiO9/Hh//3JeljcvSQRXxV1HvWkGrjhPvF0PDaZi0W6puz0mz93HcrnEDDh1XznxcUcorWVEtdgJpsworR6Ru3unM24Y0yPWsK/bJgwik2SrVmXhYMraWz4D7+iwE4lo3wg62pNNptBCgxydOtMcH8QFGMhGCAQHhY/Pr0OkClmTOYkPKsFXztVWXa/WpedxpKfE726hQ2TWvTwyTcMpkBG3jpK2yTPlZoZHb6v5qpNMZ3v5nLwTgs5/9LEsrWUrKeI056h8BcdJzszB0vhhBipaYDIlRla8oWidd+VwwvtmwOPJtCcDYPentfsZ6WKyrMpV0PMzoiASgtFHRqEiwZv2kahUkgJmvukFzkzO/lZNTzUm9/NB5MHgO98+t8+nP/ydtS4mVdbsmuGT5KNbdxufl54yqrItQF/tSCXpU6ctgXw+vft7jAfjW928AoOaN6O+6MgSlomgeeDyQGoPtjyTnSQGQSsR0y7rJQTn21EJ2c9bj1G3kOhE2jlIDd4ZgUTFFHhqnH9V1rr9N9p1DU0v84bu/Rqe8QrNR1yVUm3B3YxbZptGHU9g9pvGFTI1opy20eG9Q2CG5mS2d+U24u2NCcDetnPlsXhyTTkuyiFsZ8o2S7A+hlFZ4PjW/yAvf8n7e9ZEv8cOf3Az+CF2Pj1ml9D4+1KvnJ2xwlDwKd/Hwnje+mNzBG7nk/LPM+bYIkDpx1+XMr2cBKTG6+5hbZGrLzHwtT9l25qcdjkanrcUfdWbeGyRsbQiiY/YSF+6G/cQVe6DYtKBR4X0f+QxXXvcFYRxxmsw8HeVcIfuM6vleKRUpV8Xe2r1jUp8nubFDyPo0QynFiGsn6PrCDtyNMzog739uYVmee3nZ9fV//Pt3Ej/zEfzH//xI5pGyG6VrUFn22WBc5mBQlf1tbE9XyZoM84YgeqfT4ci02GLpRPRBnPkSBKIO3FVzxc7I14qy//jDm+yyjWNNBRAyMaWzY+MuHsmihhKEVDDG3utdrE1vQAUpEhDpYdtgSnddOXpqTTHiPEqvxtoc7G3VBTOdHWQsZ/mK+rsvKPbW8v2bb6JeVIEdKW8oO5zKvr4+/vaVgrsf+9jHWLn1y6JRwFbOvGLE+UOC9YrBlgw7cLdekkAwnL6rBeiyA2lD6MBMjwN3k3FGByX4scmZt0vsfBIUPC3unkYIE5A9ql2X9bLtEdx7fJ7PfuE/6doioWCYxGsnKa67/ZH9F18smBhOQbfFxHC/TvhtHx/mJU+XcsFvff9HkD1BLW/WjJsRtyrvJz0Bfbth25XkSAEKd6t58MDkgPzs5BHjL+jRqGiBSHtU6w1anoA7iG63iPwdG7+SM18oFHjpS19KJpMhHo+TTqddf/7XjXpBMgEOqtY3bj7M17/3U4rFolY63kT3czrz3a5s/pYl9Fub8hNQ9cy+gHymqupGgnHwx3TW3x7ODIE9nvvkR0G7YYyKtYLJzJ+6AxbuMi3IQJzhVk0oOn5VH9Nu8KnPfJ66upcTM6fAH6bRbrO0Igt4tD/tcuaNqq6K+toRU4+XYNCxGYBs1sGEq3bntEbFyim59lqOu4+66e+5csNd/6PaZ9iZ+UajqbPYYlTYzryqm0mOaKNCO/ONslDngH0X7NWHTob9xGxKYr0LzTKvfOu/CGVIjYSqI7bbya0XSjQJGMALxsXBaJZZX89rkDjr7D3mPE6jotWA8iqDI0JXWlyvUmn7NG1xuL+H0b4UYDvzikFhv99Om1e986MAvOTVb5B2Sz07xJCw1HU1i8qoqEJyXKLrzsy8Daa2Unu75TIqAA5NSwQ+nYhKtqGwIJul893UTN2226iwjMhNsyztyOD0WVs11lS0OhMLCgA62/eUFsAfIRR019qlUikBgqbSCYhkhC0R7cVq19ihWjoem1sVQ9wXgMFzIZqRf2tnXpUi+JUGRbuxRW2/+rdNAwxnTGkNoEW4Oi2hk3k8lIqO9ZBI8bSrLgJEkOf47JKuzY1ZDqOt0xEjKjkO8QFHhsBDIixbfqHapFsv8fefu5HPfPU78h2nYdHpSPu17HFjUAaiG9asZVSpYyHGovLO1tbWZL3ZLRAbJc3iod2gUH8AZz6U3Fy/1+2qkoauMIVi/fz+X3+YP3zpK/n6jb/Qx9WdOTweCk15xmeccQYf+tcP8rfPu1SVjFSh28HTbXH27jMAuOrSC7jiQnFwZk8tUAgMUu8YaHQZFeUiJJWYWCAGyVHZc1COSS0HgSjbhmSPP7mQ3VDC1IC1E+TZXMcqehE+Y7i1mw+cuXloQL2ge5YDfOnGA3zvpttZzRrn8pei2bfrEEqrwLnKZrVqJoBVyQoOhlJQOPWAmXl7PPfaa5QzL+96cb1syoeCic2GfKejAnttyWQpsauPferfNS6cmDkFviCFaouyCuSN9qW2xt2WCow6StyCAb/bMdgiK2fjbrFYdOPu8jzQUc78hiD6ls58jopa67l8wXym2xZ2HcLoodOGWD/hB8jM79u3T/8sGfYRi9m424Fmhde+/QP8+G5TcmiC6PLOV9ZydP0x02nEdvyq66zkzfnOOvsc/fdNQfT1KQZ7BIsXl1fJlts0m2IrDA/0MmYH0efnZZ+c+bnr69e9+S8AeN5ffUQCk+GMsu2MlgihhOBBtFf2zY3Z/fKKsDJB5uXGIPq0ytgm4mJLns5ZrAvGuxlxltTZ2zXzNoY9CNV+Lauc+agfgmHTM7xdl3UT6SMUdJeBmYBTFS2qbPkh0kvQ02Rctfc8diqrWAEehN3m2ZxFzs9B9pgKkDdVKZb6ncdjcNjySh96u9Wbc9RsRo8wdOwgOUA0nuZpVwmbpdVqcWzKOM1bZuZr6/KO7NapnTaJiNx/odqkW8vz1o/+N1/6xg8euFVeqy737Au6s8Yei1xRri+V7mEsJQGD+XlHoko782G5jlaNQs1NI3dl5rdqtQsyf2oF6WDTbfPs6/6F33/xy/jurYfQpSDBBPTshMW7KUzfA4hg5P/5P/+HN//5K+VzgRi0mlieDmeduQuAqy89n8svkKTVkeNTNJot6uvGnnfh7vqK2HPhjNqrEzqgkUokxEYNxDXuTt19k3ufAyjOky9tDm4VSyV3EH32FklA/I6NX8mZv+666zhw4ABf+tKXAPjJT37Ce97zHjKZDO985zt/rRf4OzHKK7StIMfn3PXad99/3JU571OUbG1U5ApmY2pWJPuUGJVNp16Qjd1uY+IViioNtfmFEuAPb6r12mhU9Pf18IzHPxK6TQbTAoCL2QK6dVVhTqKwJYdxUs7KwraNVl+QTrvFhz/6cf2RmVOLQjObntI/G81EdaYaHBt2s6aiqh7wdJXAGW7HAJQhbzZZu3Zvbm6OU6eM8ZArioNOdY17VIbAUnTm9VLVXR+uWqjpfrRIDTSgMvMqQxBVFNfEMCHla9kZglYlz8KKGCL7Bs2SSYR9xGwwbEhZQqvl3kDiiv7cFzNgtlZuyibfbqosnx9WDrNcMg7zWeecxqioZKFRZnBCHJGFpRUWCoa6PjTYz2hvXD83PD6ZQ3WH0+kY6924OEidJtBRNctV0/c2MSzfdarANsqABSd+KI52p0nXchsVZaX2KkaFV+ZaveQG0fKSAFWzqpV1iy1FQ7drC+3/dzpKWff0znx2xTYqfOKY+4LyfZsm6A9pWqE90um06l1eESOqkhVjID4ArTq7VN380VMrClC7kNmhAh9+s25aNQE2X8jU1VtetAMPxqjwOJz5ZsXsAYrCSjilqF9eSg7l1WjPMKFQSOsLzK06WCweBxDX80osq8/Q+XxB6HZIapp9k/vuu483f/R6Xvy3/0a9vL7h3aga4dKC0bywRYdskLS8rCujIp1IMOawa2ZnZ8VA6iq9Bl9QOd1NCtXTGBWwaQ+Q+5FgKQv3yHV1WhyeFprvnYdOKj0RlUXNz0OrLvMI6cP7sj/4PYZSYWEZrR6RAJYHXvHyV3DmmWfypy94MjvGBvTpTuY91IvG4XPR/cplyQ7Y7yucMiKayYSuD5wclj14an7V0CpBDM92fcvMfKFQcBsV3bYc78h3Hril0v/iUcstMrviDv7cff9JVhx0z76grI3TZ+Yb4lQE47IWI2mFu4oCbOvLdJqQHqfr6OCiz7EBd8dHh3nSNVdIED1j427eiFqFU5trd9sN2Vt9IdkbvAFazSYf/eSn9Udm5ubBH2Zu1cyH0d741ow4ew/SVGO17zhxd4vMvI27R48edTEtc+WaFt+7RznzNu7mVhbZNKo5KnWDaSdOnNBZLxt3kxGVpIgNErLks7Yzb7M+AS6+8Hx9nETYRyymcLfeobsFJujyNtXGtd5oUQ4Oqvvvyv7uC8LKIVbKZj/avccwADZl5gunGFJ6NAtLK8znzL0NDfYzqkpr5ubmFMOo7C75c4xyrQ19Z6i17hFHpanK2zptsQtUR46Nz5SIYoC0GzTb7vpgG3fTyQR4Q6fvZV4vQCCm28IWiZmgaFeVVnVs3H1gZz6rukNkYgERTbbLQ1TgFLoELbetpwNOdYW5jZK8j1if4K4SwRNnXgXRg2GorGwOUFTW5frCaV2WYgLpXQw7zivPLhiH+TvdxygtyndDKei0KDk0XWL9Y665MLdk3ummlrC1oiQHEmOmVWq3QzIs2JmvNLjlllv520//gD9660fpVnKnfa4Gd0PubLHHMribTjHWEsez3W6zsKDKX2o5Q4dX+FioNl2H17jrFMLcOOoFmRORHtrNBkdnxce58/5pRylSSJ6rP0pxaQqQbgYvf/nL6Yt6VbAAKZELJnnlK1/N7t27ednvPUHjbqfTYSbXpn78p/rULtzNZ4Wx3G3Lcwin3W2lazkIJZkckrUxdWp5c1Ige5xcfXPG3eCusmtatdOu29/m8Ss58//93//Nxz/+ca655hoAHvawh/Hnf/7nfOYzn+HLX/7yr/UCfydGJctsoUNDRWkfs08iT8dOrbCyZEC/N38XdLvaqChVajQqCpTrRVk08UHz73BGqUbamXlFfe92IZig3W6xVhTnbHRUNr/x8XHScbPBvOT5zyYYCkOrZTIEq+smEldWmf5Vk1WlojKxtjPvDfDDW+8zrUKAmblT4Asxd1DqAy3LYjAd3tqZt6lPHkvR/rxA5zTOvCMTqYDm1ltvcX0sVxKjop5f0c78hXvEuc0VK+7Nvllx0ewBTp48yR133ME995/QvSpT0SBgQSBGWG0gtlExPzulM6D7dhmjPxHyEk/IJl+qd2gUc2wcPaqNXG/ULLWVpUWVkW5KVDPaC6VlVoqymXgti507d25+jiBKzb4AQ5Nyv4vLK8wXZN5ZlkX/wCBjvfKeZ2dnVa15wHRFaNXZNWHq8b9/y33gD1MsVfmXz36Dk4trSsQtqsAgIoBg1/bZz9TTFZDNz0K7yVI273rG+toTcTl3MCFOpnODLS4IUFXXiSsaWqEbUXQ/25hoYVqoRbam+xUWoLSiVaoz8YjQ3X1CU9UsF8vSLcZcz3btqJwzOSbvJZJR7RhrWgTv2NyqiMB1u7pvO8GEoVI2qwKGAQVctlHhHDpDoBgNkYwYIbYxWi9IQCCUlGu3ApTLZi7H4nE8mW1SIwacKpjAUcyqmbrG6rq892AM3YtYtcpM6gxBgwXFUGk2WxTXlt1ZAluhvbRi6Lp2K0Jdv2dpRfZUbz99kQ4BJXQ0OzsrhqRPBZJ8qt64Uz+9UYF6pp2W23is5cUQUMr45WJR190fPjknhrCt87F8EOZup1CRcyQSCdnPAlFxoNZOiOGx/Sqe84IXcv/99/Pw888kGY8KiwQ4uVqlVjUOgitDUG9CcgKt+hxO68xwKqn2r0CEyRHZJ6bm7WBP3fFcLXJNeQ+JqAkubXLmFftI7t9N2X1oAJ02xw/cqW3cx1wse+KxUyusqHryYMBHLCe0WiM8W3C3LmrVBGNDCZlj4bRkF1s1Vaer1lWrAfFhSk2P1lRw4q7ToX7p7z8br6K3Dqbl54ur60g2q67aZBXdNdGtmuxv8SFd4/vNn9zJKYf46szsrOCuCqJHImFSYes0znwD3X3D7sQBG5z5yCZNBzvbeMstG3G3Dv4whdVFDivmlY2760uzrs8KqySn6esgzvytt9zMPUemtVJ4KhoQnIn3E96gVeOkDe/rMY5GIuQjHpfMe6neJZ/dXANtO4t2DS3ASitissaBmDiO1RwrRTlvPBJkZHz75udoj9ISg8OCB4vLq8wX5N4i4RCJVC+jPQ7c9fpkLeeMVkCvo3vPjQfmwB8hVyzzgc/8N7PL64J5wajMuWivrPtNNPs1wSaATovphRWTjXWMVDIhe28tv7XuRr0oWjV+mQuFpmWceVC2ZkM9q9Pgrho20yWTSghueR24qxiZW+IuSBb0xI3Cion0CPY5cPeozYjDAxNXCoYu3uu+gNKSenZxR828Gk7fzfLKM4kPw/q00bsB0Y0CSI6Ax6KsGHF+v59AMIi/fyeRsNzDqbz5XszrDkxTUKWN0R6Fu4pmbwvPVpsszMu5ytU69ew0px22+KUt2mg7mx7LYI5VYSRlMGR2dlbsgMqavAe/Yko0qw8cRN9CO0Mucg1W7ofqGtn1gmYIHT55yuCuxwfrU5AYoZATG8xmxrB0QNZA9ijQhdF9vOjFL+bQoUNcdNYEg30ZXcp4shanVje2gbu8LS/vzRZvDiUlqQekUknlzDt6zc+vbg6WLt9PrqXKDWNmX9gSd7cSSfwtH7+SMz8/P8+uXeKwxuNxTZ+68sorXbXNv4lRqVT4z//8Tz74wQ9y4403/kbP9UuP8hpHl8T4DPgsrjpfAOHYQoGVRbt2OIzfIzVatjMPsK7UR6U2pWHE75oV1Z7OL06CXRtq9yQPpcjmStoo+cQnPsFb3/pWXvOa1zDqWNwvfeGzZBPrNBjskQW2tp6n3lJZn3pBNsGcopW0m7IheQMSCZOz8fef+LrrlmdmZsDyMTcvkbrBvh78no52wMFJs2/IgrdbhFmKbv8gznxC1fcWHNlJgPWSRAPvvvegVqZ8zMMukN/lFTXNNp4VbdKZmb/hhht4+MMfzr7nXKeNsmRYnD0sH6FoSl6JbVQow8njgd07txEKqQ0hEiCmjYo22RUjCvTiZzyaf/rjaxhSgjlJf5uAUr6fX1iQ+utOUxwufxhCSZaLspH1JiO61g8gaW+MAKfugkgvg6OSHVxYWmZ+Xb430JvGF00xmhHQWVpaotFCzZ2uUsytUnSIu3z7hp+DL8THv/MLXv2uj/G6d/wfJTASUmI8DZkHBQetslFWmW7l5LfqHJvZIjODoyY9GBejol4wTmdpRYyq6rqh+xWLar62tHgMdGVzPR3NfvkgLB/UGbee3l4BMG9AALFZUUJQlgS2HEOc+SkB3Vi/GNLJMSV8VWPntkkAjs0tGzE+leUmFDcaAHUlfhhKy3u1awY3OvTgoNmr9WG3/qkVgI6sAZ/U3JWUQKPf7xcRqMw2klFlVKwZhzfuqZpnU10Xwz0Q13WVoj7bJhGRuVuutVhZMQ5iqR2QOj7bYCjMi9HYaYoz7rEUOwj9mU4XHR1P9wxg0dbZqdnZWcm4hFISzPEGxbjpcnohHlBBCHe5DUsHZB2HktBusbhqsuaHT84qer1ySAbOgWgfBdWyT5z5rCpLCouRE0zg6lXcFkNw+6gEUk+cWqWO2UNdGYKOV/X/VvtLMC77EWquK0X0SSVgObe0SqvrNVmP9SnpMa++3pOIENX7XEHNffUObGZKs6JalD00XKOyxtHjglvJSIBLz1aBt8UiK4uyX/WlYngUbdjG3WazRbnomHOlZVWWo/RpwildWiZztiPbUKcF4TQrNZ/+6mc/+1ne9ra38fKXv5yJIZOZf8nznqado0Gll7K4vErXrvmtF2W9O43GelGxtWTudD0e/mED7s7OzoIvyNyJQwCMDg/haVYeoLzNq+6hrfadrpuyu0WPadsQd61LFOvNF+aOuw/Q7Xbxei2uvkTKznLrWTd7pLImwrMOyvy3v/1tHn7FIzjvma/XP0tFAgKssUFCuDPzs9Pi6ISCfnZPmCB6MhowNPtGh9Vlgz0ve8zZ/Mtb/lg7i30J40TOz04pfYSGEgaTjKKNu33JKL1O3N1Y3lbNM7RdynEWlpZZyMv1Dvf34AklGM3IHjE3N0cXjzgIjiC4qx3XT+4EX5B//cZd/Nk7P8xb3vspwWhvUAIs4YzSanCzPanlxNEHaDc5NuUuM9TPNZWW+RqMw9xtbse109FitPGYyswXiyaI7gubkkhFX35Amr1qsdzT02dwoq0YcZYkb4JhNxMplUrJ/Z74Eawdl2tNDG/G3VOrcr02GzWcEefdDsZ1OpIU8FjYvcq1+N7GYf8spmzs6po5RmkZ6Mg1WH5Kau7bLBXSk9oBPOVgZETZYI+snxRh4W7b0Oy7bRI6M99kfc2wJUrZxc3PtrikBAhVZn5DEL1ab+py13TYItg7zkCvrHlhxOXEzrJZPpYK4Bfd53lQZ75Zk+Czx4JWTbNTQQXR/SHZY7odcfg9Ho3t2pm39Y7ycxDpcx+/08QKJ9mmRPBOLJeoe419FggEDO5WKsKIa9XlnnwhckofI51KQa0EwSiTCsNPLmTpVjaUU61Pke/I+xzpTercymZGXMckVn6Hxq/kzIOhV+3evZuvfe1rAHz/+9/fVDf26xwLCwucd955vOMd7+COO+7gWc96Fi94wQt+Y+f7pUd1jaMLYnzuGExy5phkAI4t5lleEgevLxlTGcY6maRxztaW1GZfXBCDIqw24UZFMnceZOPx+tCtVDwe8AVYcSg2X3zxxfz1X/81AwMD7N/Zy3v/8lV8+QN/yfjwgFIpbep6L4DlgqoDbDcgNQGFRSV8UpBrSYxosZhvfOMb/OBmqYV52dOvBJQz3+0wp1TBR4cHoFUlHjWLMYUC93ZdOcp+JQzmNffiHKGkRICVMfuUqy4mEgpsety5cg28IW659wgAZ2wbY5u6tVxeOUK2YdEob8rMf+ELX6Ber7taVKTCCnwtH+E+MQq1UTEzBcBgJkHA72WgT+Z4IhIw9YWVOitLBlj/+aWP5nXPvEw7wZ5GibN3igN+17FF3bJEWmxZkNnGQl02/IFMnB7V5gZU9sIeKwchs52hUbnGRqPBwVOyaQ3390Aw4QrmzK+uybPvipPYbVbJ5swm/u3v/4iuL8TJJfnZ9LyaB3ZUd+omcX6KDme9qWrL0tsEtI5+l2PT7hpKfe2plGJHRAzd02ZOlFeE/VFZI27JxlwsFgWsawWV3VDGaGXVCOA5s2rNmkR+16dYU62aMr0DDqOiKd+xVGY+4q5xS6fT4mD5IxAdkDkY6ZUMSbvJzh3bAHHw2nYGS7WWanpjvPytH+LDH/6w0P8sr7SVs5WMu12jwOscukVaQzIBlTUxFms5AdQ1FViz/JRKMo+1URGIklRskFOLxhmPdGsbnHmPysw3lRBPELotko65NDVr3lmx7TfBPYDivNTt2z3q7edpt+0CSpU6nY68i9TkueCPahV3cebXZD9rlOW9d4WyWSi46W/FYlEzX4DN4mCL98LAHpU5LbGwan539OQcHW9I6Q1UZT56/RRqcryEXU8XTqsSkpJhLNhDZXW2jw/Ju55bpO4x+1gwECCiaj4rHeX02cJNHo+pmU+l5F69QbZtk7XebneYXSma7OfqEaBLrirXl4yGtNLxlhmCtrqvrRSY/7eP4gJH5+S57BqKs2tIDNpjCwXdYaU3EQG60Kq5guhr81Pyl05H2BqpCXnu7Yai2nbl+Vt+RXFVTIxQUjK8alx22WX81V/9FT09PVx94S7+/jXP5xsf/0f6e1I6I253Hmk0GuRqXZkLR74LJ290v9f8nJwjOQLAF7/4RX5+92EAXvrUKwAH7qruKqOZCNSLp8nM1w0TrtOS69ko7hRQ9GoHrfQZz3jGpnIkQIxnf5Bb7j0KwN7dOxlWWLNebrjZW5VViPa6cPdzn/scrZbbQE6F1fUlhggHxKbUQfQTwqgY643j9/voVdoHiUjI0OwrVVaWzD72L699Bq983Fk6YBzo1tk1Kk7EXfeflHPZuGt5IT3JQkXOO5BJ0JMytpkrM19ahnaNwTNU0iCX5+SS2D7D/RkIxhjrEXup0Wiwul4W/RSV8W1Uy+4g+g9vBF+Yk4uyF07PLymRNyVaVlwS+89mSIHsp922BJZaDSgtc3zG8cwdI53pgXZN9r2Zm93HKS1JjXlhkbgK7haLRSk/quYkoODxKOX3rCpve3BnPtM74KBsb8jMh6Ou76TTaQnm5+aUYFxEHOlABNoNdm4X3D02t0LXZhb4QxBKUiuu88d/9EI+9alPKbZfTim+d2R/t3wm8Gw7+WCC6KG44LK99hpFwQhvULFivJQUy1LXxPvDOqlyStHsI6EA3qLj+bdb8r7Tk9idBqRMx+BuvdlmYcngdrFSF2ah8xi3fgTmbsXuIKXL21QQzqkRkpo8D8qrjPWnAAfuFpekdMDG7C1w1+XMh9Ob2V/1ovzMH4F6icWcCVwcPjFL1xdWQfSuJEByMxRV9j+RSEhXnsK8BIMKp+S5O0XmOm3B3TEJXp5YyFFvy7sKBgN4PB7jzNeaxplX89N25lPptGgNeQO6TWel1mDV3uNB9tzyCrmuvM90IkI85MRdRxDd/n9uht+l8Ss582eeeab++1ve8hZe/vKXMzo6yjOe8Qxe97rX/doubuO47rrriMfj3HLLLXzyk5/khz/8If/xH/+hgwn/T0a7CY2S0IGAXUMJdiqjYq1Y44bbBZB2jfYgRkWDZMSv1TrXFhTNJj8nEXnLEuOtXYdwjxgVtlNgU7NVq5kVRbH3+7wmitxq4Kms8to3/gVPv+p8B4g3GUgbwF9cy8vG1+3AyD7lUNREvKO8KhurN0Cj0eD1r5dI+rWPfzR/+PiLAVheXqZWyjG3pmj+Q4PQqhF31BClFn4sx7L7fNqGqp0h2ChQYdf3qKzcmX0+vvKXT8enesoODEgEL1eqAx1uPSSLbf8F56JEZoUlElKZPZt6W1mlUjFg5IyQ62sNWfoaQ8NnA+LMd7tdZo8po2KwF7odBnrFqEhGQ9qIKpUrrJyUbEnArwR66kVxigAaJS4+fw8Atx1bFvCxyyp6dkC3w/SsAMPkUI/bqAgoRyc/L5vj+KUMDg7q399xRMBguC8NwTiDyYAOts1NHZfATKcN1TzlwroriDE/P8+Bw8dYVZSl7Hoe3T4tEDFZzVbFgE6zKseL9kIgAfk5js9s7cyne3rMe4j2ST1+vSBzupIVI7q8QjwsYCdGxZzKVntMVlllevT57VFaFMBplFhTJROZ3t4NGYKKBvKNznwqlRImSiglEfu+M0Wl3B+BdpPtk5Py+potFpcV+Ptkjl9/6zH+7es/42UvexnrizMCxIkxWaP1ohI2Ulm8cFoAz57zmW1SMpEYUe3oKhIw6TRNzb3XR9luPecQ2kn2yjqYm5cASzQcxOrUVT15RwyyvKLBtZtGAK/dIhl2OvPGiCgtnpDnWFWAX1ySYI0vZPYQRR1dWlzgpS99Kf/zw5+b95yIQjjNqOplPTc3J+83N2sMwXYTQgkKqg424WCc2LRbeUkOhk5xUQytzA4RZyotu4yKWr3OTDVs2DidDrQbumY+HgnL8wil0B0FAjHDstBGRYLtY+JEnZiZp9YVoPd6LbydBhHVBaHStpQWQ10HO41RkVEdDYIM7zgHn1f2+KmlNcnMtxpSzmR5yavavVQ0uNmZB1OnbbdTalYfUC/if+VYOczRJdkLdg0m2Dkic292tagdzl0jPbq8yOXM27hbXpZ3lhpX7Zw80uLKNjp9ds18W5earHQEa5OJhKtlmqe0yHV/9nKeePl5JhPeaTLY48DdrLCjWPiFzO35X5j7WT2sKOdDVKtVrrvuOgCe+4yn8OyrpJZ7dnaWTr3K3Lrc92ifrBVXEN3OerabSjPFj27RuZERZ1mi0+Ogg+895yy+8J43agxx466HWw/JZ/dfuJeUJdexXqy6nfnyKkR6XIy4rXA3GewoOnJY7806iH5C3uFYr7Bq7CC64K58tlSusnLiACA9t32hiOwXNtupcIqLzxbH8LYjS4rd04TEEPTsEqr6jDi6k8O99KRP48zP3Q6+EEPb9+gf3XnMxt0MhJKMpMxcmJs9qbLIskevL7gdg6NHj3Fi5tRm3PVYgrvzd0nAIe/A1fKKzMG5W+DAV2DpHo6d3FDeYF97Oq3KM0OCt07HZPFuxcacIu4TPCoWizIfazkVbPYalflAdGuafW6Wdn5Ra4ZkMunTZOY9hKJx11dTqRRM3yR2xeAeGDhLsNAfVbgrTlm+VCWfUxlhfwRCSf7z51N87FOf5UUvehGV7LxcW2xAbOZaQQLxdmlMpEdsWTA15J22rAFbT6C0LN+LDyn19yBlFUR34W6Pwl3VjjAWCUpwVuuhzJpgnM2I84Wg0yEZNUH9qVmT9CnVW5JM0O/mXtmHTt0hZQ6WX9aHx2JuZoY/+ZM/4Ts/uV1/PH3WlVBcYFTpcszNzUlwEszzBwglKSidCht3K5WKCa4lx8RWdZZk5OcEt+KDUMuzsG5s6PV8gdVuWumN1OT5NysUVBeZeDwue4o3IHZivaB6zSvctf8fjLN9XOHu7Dy1rqwhm3qvnflmR+yRVk0HN3Kq1C6Vzgg2+oJM7NxtnvOJ48bemr0V2g3yHdknU9GQKe0sFEzAE4y9c/hb7vX3Wz5+JWf+/vvv139/6lOfyr333svf//3fc/PNN/Pa177213ZxztFut/nKV77CH/zBH+io8Z49e7j88su1EN//i9Gt5lhazXH0iGSJd41k2D5kjIav/vgXAFyye0QWeruO1a7ruva1ZbWwC/OQlmwr1XXVRiMsCxqMQENH1e2uHmH5hJQ09CbCOjhAbkYAK9orn7MdmVaDUNAvLdiAxaVVMXJ9YRjbL5tqZQ0WD6ian37wBfnWt77FkSNH8Pm8vPtv3sh4j8lKzJ08ypyqHxodyIDHRzxkKIjpWEgick1FF7J8Ymx7tjAq7GEb8u0mLB3gsU94Il//p1fy3Cc9kje96U1yi+UadNrGmb/oAtKqJml9fc1BKa/IcU7duWU9t3MkA8jGY1mE+ycBEeVoNZvMTotWwNhABjotLYo21pc0ivvVOivKQOzLJPFE0nK/WbWx1ktcfNGFANx2fFUZWCqwEZTN1RaymRjuJ+jzMNgvxstoUAHpzM/lmGOXkE6ntSFpG1dDvSkIJvB5ugz1CztkbnYW4iOK4p4nu7AZ/A8cOMBqUebZWr6oVMtRKvSnxCFrNuDw9fKFyjrQFWPFH4Z6kWMn5V1szOik0j0CKs2KOMq1nMzv6rq8m/Qk1PIknHQ/3V9XMQS8PpmbW/WaX7gHanmqs/dRVfVWmUTUGBXNmmr/44V2i6DlDiClUylF948KRRtUFwkJtqQc3Tl0JNsXAI+XUs0A3w9uUCU/6QlFTS+otoMKICyv6lygzu8NSsZk7jZTK1tYEOPbF9Q6E7YQj8uoSMu7tUUhY9GIGGCFU/J8czPiSKuaXTEqgtBp6ucMcHLeQbNvqDWTnxVjolEU5d9AxGQILD9YXj7x6c/ykY98hJe9/cPmOUb90LtLa0Tk1teMnoCz1WAwqZ+jXW8MkFeGhmTAmsaZX7hbiQn5ZM6snWAh6y67OTizxme++BVOHD+msvdVVDkriZBHiUalZb+xAxs2cDuNCtWv+8TUDHXVmi4UCECjTKQr76FSLqv3U9f1kFo3INMjJQW+IN6eHYxnZI+fWliTebg+LVmxaJ/J5kcC2pmXEhPbmW+ZcpcuQv22HZSHBt1Oh+Vjv+DoouyNu4aS7Bw1NM6v//huwMZdcebDoZA2EtcWpuSDq0dkXvTsVKU8MfB6zd5sl4bZ86RRZlntlX0pR7axVZc117NT5oCNc+0m6VgQv+pvvri8Is5meVnafp5U+0Y5K3tZfAiCMb7yla8wMzNDKBjg7//69Yz3yFxqNpssLcwyp6i+o8MDUC8Qjxg6ebp4RNkKHbkHu2zJY9PsN+BualwMd5sds3KYp17Qz3+9/y08/xlP0gmaXLkG3Ta33i9O+/6LLiStMo65QskoX3e7UF2jHUi62sxtHKFgkJCnpfYVH+GUlPUZmr0Dd1t1dm1XuNvvwN1KjZV5wZ6+TFIc0nrBtB/Lz3Hx+bKv33Yia2rmLZ/YV90OU4rOPzk6RCoeIZEQx9MOTNJpw8GvwcAeBoaG9PVr3O1LQTBOLGCRSsp352ZmBENqOahkyS5uro0+eOgQq0UJcKzli5J59liCu5VVWfulRfNeyity7eltsp+sneTYSTnuJmHXnl6j+dBF7Es7CL50UALXuWkSKigiuNtQ5YkqwGL5Fc0+KnPGGURvVODI9eR+9mn9o0wirGq8/RLAbTcRF6NL0BH0ApWZP/5DCZwN7hFsDMZ1Zj6V2Qp3Q+ANUOyYwNWN3/0fubZYv9xvvajKqOz6co9y4NUzTI0LznoDsvY7HdmXG2VxPj0WeIOUihsYcUBSBXc07ob8Epy1sWrtuOp4kXQw4gLQaeiuRgAnHULZpZZPAnt2oHbuVkkmBJMSvPYGdJLp3z76cT760Y/yqn/8tLo1D8lYCDxeepTAci6Xk/vyeFXSRTmmoTiF4mbc1c82lJDrLqiAXKct7yc1LoH9tZMsrrlx98DUEp/+/JeYmTqpBIfDFGry3BOJBKwele9bPkTkMWjK2+z/B2JsH1PlbdOz1JF5EgrIfhkJyv8rhOQa2w0TRC85guitKvhChMf2MpCU308trgv2Axy5HtoNckpLJxX1nwZ3Owp3wzInVg7xuzJ+JWf+n//5n1lcNLTbM888kxe84AWu9iG/7jE7O0u5XHaxAkBo/ocOnf6B1+t1CoWC68+vaxSLRZ77gj/g0j//DLfeK3S4XeODRIMWwwPiiNkCMJecOYxk5uvQLEsvbFSGoFmTzTsl0Uip64xrB8RQdVWddbMqgmlKyb4/7hcQLWel7cbQeUbsQzsyIqYx2JsClBhPdV2oXOlxcS6W7pXvZ3ZoWvyRw3JfF527mzO2jTIQ9+FXtd8zJ08wt64y8+kwhNPEgx79fFKDk6YlmcfrdmC7jto9J+3PdubzpwSURy7iCY99NJ9/55+yRym850pV1leXOTIrmdJL9p2vgxT1eoPa/EEorcpzKs7T6Xap1TZnBZzD1zWZNrsPJkA1v8rsgjglYwMZaLf4hze/kn97y4t4+ZMv1K3piuUaq+syt/r6B2UDjWaklqhehFZVO/MzK0WW1wsOtWGVwTsp9OrJ0SFoN/nPf307H/7bV3BJf13myMmfCJDH+vB4PDo7v7Ium+zF5+zQWeOxflVDtZQVg7Fdg8IC2bmj+t5279oOSG39qirZKJZrNDxhoCMgmJsRUOo/A45/Xxz7sqJeLdwt99ZpcezEFAD79+93PddUplc55zW59kAMVo/LvAglhHpVL+nMUrFYVC3Nmsr5UkZFbkbo58G4UATbLZk3J38CoRRroXF9zkxcUfp9QaXq6tPHC+GeByl/W9Ze/24BHkC3dPF4tNovQLFUVsaxDyI91OrGUP32j28jH+jnp3cdElqgav1Dp61q0W16mTKylw8KI2Z9RpgIhQXRrYj1yXOpF8EX1u2nnEZFaqNREY1CbFCeS3FRnIJgQnUkaBoBvHaDaDyF1yvR+qlFUwNXqrUkizH/C7meQFz2Bn9EMlg+VfPu8WohzFJF7t/n8xHxdSE9SSwh11bMran9JS0GiV32Ek4bZ37I1MHqfXn6p6zc9hVe9Odv5Xvf+Y48p8FzlCHZheKiZDcd4+kvfg0vfM3f8OI//xsJMAEFFbVPeFVgIJwxatF2JwkwRkUwzvZh+e7JmTkqDTH+gn4LGiUiLXlWlVpDjOpWQwsTaTGidK/q3OGHxBCTvTJ3Th45IMbG9E9lbo9erLUGkmHvhsy8yqR0Wmjxwk5LSj9Op0z9Wzh+k7iby+V42rVP5BF/9iHuul+CpbsmhuhJRkkmxDkpV2WdX7J7CJtm72lWyMRlj1+buk/2j9lbBC+Dot0huGuZZw+KvdES427mZlZO3Aso3AVZ48sHJeAS6ZF/t1RWrN3EY1kM9sl+vLiyJpjcbsLZTxVhqMoaTP1E3u/YfvAGOKKSAw+76FzGhwcYTZnM3szxI8yty/2N9Mm8jge9+vepxZsksGfr01iq7t/G3Y2MuGiv/K60KPP36HegVuBpj9jLZ9/2Es444wx57qUqp2ZnOaW6B1xy8QXS0lW9ky6WnLe6DrUi1fu/94DvsVavayYLlkV49zWABCzazQazxxUjbnQEmhXe99br+PCbf58XPe5Crc1TrNRYVe1l+wZHZZ03KiKq1u1CaYl9Sgn//tksxUoD3b8bN+5OjA5jdTt87RPv4xPXPYtzQ8rGvffL4uRc+EICgYAWUrRxd/85O8QB73YZ1bi7IjX5jQqsT5OdFdy1LItdqpe9E3ez+bLQlrtdceqzRwXvCvNw56fk5/lTgnupMa0fc+zklFzDBtxNplQQvVWD3p2CC2tTYheVlmD4IigsaCFBVxDdZoJ6fQrvVwQPbccIJGu5eB9ZtRYAMvEo2K3UquvKiW5As04Id1AnlUrBqTshOQx9Z8kPvX5d1uUsGykq3RgJ5kdoe03g4tvXX89avsLNpzwyd+tFrUhP/tQG3G3DymGxcwvzkmipZCUL3m3LdKgXpCxzC0bcJtyNRITmv3xQ1vDMLWKnKBaczsy3mro0DmBq0dRyF8tlcb6XD8rzXTsOEw+XTHd8QAV4hIlrcFfWfiIRx6rnITUmgQWgmM+Jzdmuq7r5qgpcxbX21OhQvz6/3pfXTnBqfpE/eMnL+fGPfwzHvi++St9u2TuK8yysumn6j3neK/jD1/4Nr3jT2+V6LS+FhqypRMgn9fKZbXL9gahJUoCyfcXO2j4ivtKJqVnNiAv6vFDLE2nmAKi0LNMuVAXR123czfSajl/JUSb7xFY6uaB8nMUDulzUduaTQYuEYim6GXEtVdYcADyy52/UrfgtHb+SM//e976X0dFRHvvYx/KZz3zGTZH8DY2iipRtVBhNpVL6d1uNd73rXSSTSf1nbGzs13ZNCwsLfPO7P2Bquag39l2q7nLnpPs8F+8a0BkCKuv0JASM1qbugw9fAdM/lwUBsqiDCUWPb5uJ1gWwJNsXSrPSlGP0BRrw0UfBv18L6Z1auE5nMe1WX3gZ7BODdSmbE7EmbwiOfFsWyfVvgru/pHpTemH1MNOH7gAE6GjXsToNxkaEtjQzM83cmjgbowlg9hbiczfoe06N7HIYFV7JOuoMgaNmfuonsrEe+ibc/kn48kvgs88QWnl0QMBn7YR22Kv1Fjf9RDIafp+X8/acTTpunK71ahe+/Sb49FPg+A1UQ8Ob3t25e852/6BV0c68U3m19tEnMLskhvzYYC+0qoz0p3npEy8ikcxo9f5StaY1DHoHhsRpGNgrG/VHr4ajP+CcXdsJ+WXJ3XbgpFEb7nbA8jGlhPYm+xPQaXL5eTv4kxe9EM/MLfBvV8Cx78L4ZfranFR7gMc97DzZ/FFMCWBuvSlgnJ+DH/0d2Rs/CkA4FGBSUcjFqDDZ7vVWwNTNN6viSPSdJfPv09fCzR8SoZfCKf1+7QzBFVdcoY/j8XhIZnpNZr5eEG2GH74dvvRCWDigdSTs8oxisajKTBomk2p5JWq+cr84wNUifORK+Nf9YrSd/3zW6mYr60nGBPi9fkWxTqq6vKBkWh0j+dXnydw/5+lKQV4FnbyShfZ70T1ytUiQxwOBCDmPYeBcf/P97H/RP3D5Y5/K9T/6uWTaQ0lZY9M/MyDWaRkxtB1XwbnPEJrdV14Kx34AkX6wAkq8Jrh1Zl6V1DQacsxYVK3Xmz8EX3i+PKv+3UaXwVJU23YLTzCiszEzK2bfLtY74rTf+lH44gtg4V5t2AirxqszBCen3FmmdDKBp1mGYIz40C4ASiduk8h8dV3uXTvzSZ0hGHbQUrVRsXqMz373Tj71zZ/xxpc8He76PAydL98vLEL+FAsrWefpqav2VzfcfKcYoMGEPl7iyH/Bvf8JeOWZhlIqW+Kg+6lgh+3MN5otTh45CEDI24XPPpPI6j0AVLwJMdicdD/bqOjpddW7j/fLe5q7/w748p/Aj/9JMq+pMfJ2W52wV5eYuFoFtZvu8qqZm+G/X+UOfP4Wj98k7s7OzvKd732fw3Pr5NWz3zU+gscbYOeEyTp5vV4u3NZncLeWIxNTzvwvvgX/egkc+gaMP0y+UF03uNtpmsBKt2NYcYkhVmry8z7POnxwv+zv2SkYucgIbzYqCPusDXgYVAJVS9l1CYZ6A+CPSRD+Y9fA9/4akuNiA8zfxfT9wiyYGB2GVp2Q1WKgX5gHs07cjTZh7jbi098BZGtK9A6L02JrXVhO3MWBuzfBylG48zPy59PXwocuh5lbYXSfrJfVo9KlAWGg3HLzzwChGO8+4wzdAaLdblM6cTt88ffhE4+Fu79IJW+cFntccvFF7h80yxqzQj0j+se1D1zKrBLXHRvqg2aViZF+/uQJFxJNpHWQtVSp6z7xvYMjMHC2sArv+YK83/u/wQW7JrA80O12ueP+GXQvcvWzaaWaP9kfg3aDq86b5EVPvgJu/Ht5vz94K2x/JIzKtTtx17I8PPrSPcrpgrEBxYhbLQlerRyCL7+Y7Hf/GYBMMsbgoNgjgrty7c1Wm3I7AHRk/2/WZA8fu0TezQf3ww3vlIDLse9LO+RWixNb4G4kFCQQTao5n5c9ZPFu+OLz4ZOPk2C6NwDNkrZfJIheNzhlCfuM/KxQlFPjcPjb8KEr4IOXwI3/AMMXsmal9HnTMeV4egO6VRiNKviChAImGBX0eQh97BESYDjveRLAAsMg81jEw8YG06K4AKkxcg6s/8aPbuaCV3+ay577Om78yU8duFsQJqOzDrpZleu76EVynhM3yvO48zNCMw8mxLkPRDZr1bAF7sZi4A3D114BH3u02K+hhPzpqKy6NwidBqFYUjMpZ1ZMYLPUVMzMr7xEbPjVE0jwsSpYYdfLe7ybcTcRlz1rdD/xjPgOpUM/lKBCowTtttIC8EMwRkEFRUbTJhiiMef+b/LJD/8L//7V7/KWFz0Rvvc3YptUsvKe1qdVNw4zmk3B0G/+4CbNSCiq5GXi5nfDbZ9UgsAtxXgKGlE5R5ed7YOyN+aKZRYVtoeow8euITJ7AwCVZlfsJGd5m61mn1YBVGWnjCv9gLk7vwv/8Rz4wvPE99h+JfmSwt2QRUIJCW8Konc7qqTQkoTV55/9O4G7v5IzPz09zfe+9z3GxsZ49atfzcDAAM9//vO5/vrrNwmc/LqGXTuxMcKfz+ddC27jePOb30w+n9d/nO1O/r+OM844g4/9zctcP9s1IQIaOyeNUbFr5w4yUb92XKiskknJxpBt+GDkYgG1mjJ4q2sOo6JlJhpdsDzys2CUlTWJlPUNj8mmX8vD/B3mYvxRVa+qvmN5GFT13ovZguoRGZao2RmPg7FLhQpt+aV+v7TEjKrjnhgb1VnYMUXTOTE1zYItgBdDhMz6Jbvp93qEIlNXzpnHKwuk05JF4hTiaVRg+QAc/LoYIX1nCF2xtAzHfyAOcWlZZwEAvvvTuwA4f9cIwVBIt+sCyC1My331ngGdNuUTt2x6d4+5+pGu79Csa6PClZnv3cNsTjatsZFBWej1kjzXQJSYXetdqbOigLmvr08imoEITD5CHHB/CP99n+OCCXnvtx+aMhQooFRtkF3LybPuE4o32ZNw//8IAI1eLA61zd4AhhyUvz3bBhntT0hm3vIxOiKG0exaTd7vjmtg9BKybVlHPck4A0PymaWlJc3yAMjWfcbgszO7oST0nS3vpv9smSs9O2SOrJTIqezIlVdeqY+TiIaxgjauDHwAAOfaSURBVDElmNeGOz8N68eFvj10LhRnxeHrtN2Zebtrgy1A1ayIM16Yl/fqU7T70f0QToA3wFpe5qHP5yMWVrQub0DWRCglc9AXIhgyQBYPefFtvwIufQX0CEsBfwRb/RVfGDotE2hwCBhh+cmXTbZhvtDiyJSslR/efJcyKlKGXm4LoHXappbR45E5OnQeDJ8PQxfIc7aEmog/Skmpsm/lzNvDZoeQ2S4Oxa7HqeBJ3oCmxwOeLvjCJJQB12wbum2p3pZ1mBqD/rNknzr2A9U6r6DF3rAspmbce2gqHpbv+qO6lrXYCUpwoFEWAG6UVYbAGBXpeERn2AqFgrzjSpaZnBhgh5cbdNpN1bt3TZUsdFhUAkJe7xbw5fFCJENRif3ER8+WOTOnDJxwStHslZHnqG0c60/jtSSzcOiglDAFvfJcI6PCCqqUS1BcoFsv8rmvf4+f/exnxqhIxFT2swOdJkO9kvVaKCHza/wyuOD3wePVdabJsE+3pzPOvM9d058YhtnbVNbYMJ9+m8dvEnfPPfdc/vVNL3L9bNdoD/j87JwwDuG555xFJGABUt5G/hSZpMzPbDsC45fKOpm7XZ53dV3Wn27l5hPNGlB0ezFKVyrys77BEQkENMrCfrKV6XUrL5XRdzjzi2slycCHM/K53U+UTNzgXlljqXFYPykt6FC4q45r4+7Bw0d1acdoVEoxYn2CC8mwHyt7BFbtUsiuu2a+66DZV3Oyxu/8tJxj7BIpNWpUpWa7koXyig6it9odfnSzBBn27R7H6/OTipt9aX3mPnGkB86BbotybjOT5LFXX+n+QbOq2WRhh8NX7b/I4O5gr+wvzYruTqNxt1rXQfS+/n6YeBjsfBRsu1LeTbSf6D0f55wRyfTefuik0SXptFnJV6hW5fuTfeLMc/LHcPIGSYqMPwyGz4PMLr1nOHF3/+4xehJhfQ8u3O3ZIQHbscvIduQ59WTSDAyJMz8/P69bCwNk62rvsFsQJydljvafLeykgb3y96DQjQ/PF7Rj6cTddCKqas/rkok/+N/Q9QjOjO6XgMAd/w54TBcZe+9pN7FFRGmpoHppSeyO3Iy8g/FLJcAfzmjR2WQyIRohNgOzXhCnVvUhD0YT5vpiQXmul70Kznyc7Gu2To/HA74QXk+HiMJqHUQHCMbI1wyz5ES2wcyCzLMf//w2WXeRtNhzYPC321YB2JBg3M7HiC0zfpkkCJIjqotKAYJxnaB8QNyNhER4bWCP2GdnPlECcpU1rXmjbV1/mIRaR82WA3crVTln71liAzRKktgqzAvueVVQw/Jtxt1YSIImkQxxmxFHBPrPkffWacoa34C7Qz0pXZZbKBTEwV64h5m87GuHVlSJV2EBsscVC6TKwqIE17bEXTwQG9TniI+fKzpBt39C7i8x7KbZO3B323CvPsqhe8WuD3q70H8ukeHdAFQaXVg6SLde5tNf+h9++tOfUlOK/ilbUFzta0OqPGahbIkdPnk57H8JRHq0nZoMW7qzj9TMe2RPsLtgddpy/dM/k7n/O4C7v5Izb1kWV111FR/72MdYXFzkM5/5DLVajac97WmMjIw8+AF+hTExMUEwGOS4o9c5wPHjx3WbvK1GMBgkkUi4/vw6x++9/Dp+7xEy4eLRMCPnXwO+oMuo2L/vIpm8lVX5f3lVxEKANVLw1H8VI/PkjQJaNv1dtYRwGZ+2Y+6PspKVKFbfyDZ40nuh90yYvVkWICijoowxKtCZ+cVCXbV7igs1cPh8eOzfwSV/LEb/yEVQWWN6TkRexsfGxAjxhxkfE6Pi1nsPazXr0bMvhu1XEd/3bACS0SCeqZ/IuW3xFDvLZNfugVCOWzVx6nIzkoW79oNw1ZtEeCOUFCcHSIcNlfCmu4T+f+EZo4CHZK8JnqxP/QJ2XgNXvRlCSSrxbfp3V1xwJj6fj+c962l89+PvIBqN8ubXvEwZFbK4nZn53L7X6tY1Y2Njcu2VVbmPQESrwZZqTVZL8oz7+voEyPvPhrOeCNd+APY+GxbuZp9y5m87cELXRQNML5hs42RfTBy+7FHJqp/xWLj2/XDe7wkVWwVBnBmCx19ypswRXwAiad26bjlXFvAdOhce8zaykZ0A9AyOMjAoRsnJkyd1vTnAWrWt9B0aHFmqUW50YORCCEXhYa+Cy/5UCfXEoVHkBwdX9X0/8pGP1ECRiksdFfWSbJKFeZlXV74Rrv0/Mu/u/g/wQFzVKRaLBaVA65G1YFO0Y30yjxplocZG++HafxGH8cSPWFMK/Zl0UlpR2f1Z6wVRmG/XwRskFDe1eKlUGq59H1z5Bv0zggkd1LFVy3WgoVwzAShvgPzyKbYaa7mC3LPLmVeBgG5HjCT7HLlZqd180nvludq0dH8UgjHKqi5/qwyBPWKRkDAk9v8xPPpvYfRCMbYKi2qO+WWdtVsQSpCMbw5+lip1WLpHshaPfpuI9yWG5XnXi5pS3urArFLStkc6FpL7DESII5HvopWAbVcY5omtMhyI6iBIIhLSNfyFQkHmenGJ+dUcANVGi9lGAk7dbgT9Oh0WVInXvnN2brqPeqNFNzFqaPZX/Slsf4RQ3OslmUeBqJtm7/WDZeEPBERsCzh0v9Ccg34LrryOyP7fB1SLnECMX9zyE17wp2/iyiuvpKX6PKcTUUXP60K7ybDSvFgotGDfi+Gxb5d3bfl0hiAZ8ZNQ9c62QBGdlmQh7OBv31lSJrPr8Zvu97d1/KZx94/+4n08fr/Qvwf6esmccyV4Ay7cvcTGXb3/nBI9DWAtukv25YmHwx2flPnhjwjl3Im7oDLcXtlfAxFWVGvEvh3ny/5xztNh7RjM3Sk1tIGYyswrSrtHWrcCLBaa8n6jvXK+kQvhye+HJ70PUHR9y69xd2J8TJxqf0Tj7s9/YcoKRy94FJz9FBKXPh9Q/ZO7SLlMNS9OnFPN3tmarl1XGiY5uPovxA556gehf6eskVASul1XN5Wb7pJzX7hLriXdYyi7uXJbMPeJ/wzxQSoew5a74oIzCAaD/N7Tn8yNn/snwuEwf/emP1NBQNlfQ2vmvhYv+DPKdbnOsUwE6JiOKoEwcdXqq1Rtar2Xvr4+1VrMgoe/St7Nk94HyWEuPkMcaM2IU7g7NW9wd7w3DPWK4EtmJ1z1l3KMh71GnLZ5cTScuPu4/Wco3A1CIG5wd70kTsDofnjKB8n2XAhAT9+gFhQ8dOiQbi0MsFbpYAt43r9YoWpFBL8iaXjqv8HVf2k6fbSbGncnJia49NJL9XFS8ajsM42SOOLtOuy6Bp7wT/C0/wN7ngHztwMerbVQLNpU466hZldzgiO+kDD7TvxIjnPt++HC34fD32StJM8+k0oaJog3INcYSOh1FHK0pksNTMhzfcRr5Qcej9CxQyn5tzcI7SZxlTktVhwUfW+Q/OwBthrLy8tyvlBa9ktlwwAmM+8LSYD/8Ddhz9PhKR+EK/5MnPHtj1SsuzhlFeB5QGfe15Ln9PSPyjMZPEvWTHHegbttWXunw93ZAyLY9+T3y3GSo8KGaFahntN2QqXeYHnFHRxLRwPyjsJp4o15eVb+Ptj7DMEMb0CC4JZX4a7YIMloUAcWCoUCrByBWp75kszFtWKNbHyP2Gb5GQk8Wl5dWr3vHLe/5fN5RaYqOkyjKTZw4nFvkb0gNyWaAH27xafZiLu+ALFwgL6k7AE6iB4KwzM/RuQi8ScqjTZ029z0o+/zh698A5dffrl5DomIEiyWEpFhVUo8X+zAo98qzzaUALrk7SB6yKttd4O7HdP2cOk+0YbyBcWm+h0Yv5Iz7xzBYJBLLrmEyy67jMnJSVlQv4Hh8/l44hOfyOc+9zndxmhqaoobb7yRpz3tab+Rc/5SIxjn09c9k3f82Qv4/L++CysUAzxuo2L/ftlkiosCzJUsmR4x9NbqPtlAUhNw6jahyIbTppVXsypg11U0Eo8lRnkgyko2B0BfT1qcuN4zxGhZuk9qibEUpbcrE7XTNkZFriq18r6QbJ6tmqKGn6Pqq06Ax2JG1YtPTIzrIML4qNzbz+89oe9xeKAXkqM88qpHMTk+ygsftUcMglN3SS2/B7O52aq6IIvabuVVWxd6XyQjz8MfVgIsYfB4SZqkKvedkM1r57BQbLz1NZLKMcgVqzBygdCUPB7Kjnr5r7/3taxNH+LCvedw8Xlnk8/needfvVE2fztD0DFZarsmDWBseEiJsa0qSnaAZMSm2tZYtPvE2+0ZK6ui4A6w/SqI9HLxTnn+tx88Yeh+wNTCCgCxsJ9MGKFiLh+S5zB0nmx8yTExfkoSIXVmCB53scoceDyQ2UHvoBhb2UIJXfsTTrPWkOxHT0+PNioOHHCDY7ZQhW6b2265mTPf8G2e9Op3yzssLgpjItpnsq2+CN8/INd+9dVXEwgExKhCOTeBiLBOGlV0L9lIDwQjErjJHpeaT7vVULGkqN1+1Z/cL3M+OS73V8uLuFFyRIy2ofNg7lbWlEJ6JplQEVrLCPH4o5rSFQyaQE3KYYjqMXGZqZ1XPZhtSmexWkcHobw+8kvTm78PTM+vSAYjkjZK/rYBqY0Kxf6Yv1PeazglwN2zU9gx0R7whShVZU5tVbtnj5gfMcpHLhbgtWvEy8uGRl7Lyf/DKU0vc45Sdl5AbOR8ESX0hcS5blbUM5TvnFpa39xeKhrQGZU4JfMe44OiUIwF9QJdj5f5hQUKqm4tEQloYaBCoSB6HR4P8+uGAXE4HxTWTnFBtXH06Nq9R+47a9N9ZHNFap6wvsZEuh8mLhdjNDctWZi+3RsyBKqMyeNl+4isz0NHjgEQ8nth8ByjqltvQiDGiWPi7DufRSoWln1bCQ8N2UbFak6eRaRHCUM1JDCEGBWG7qeMinpRDKBaTupclw7I/jx83qb7/V87AhG+/IG/4K1/8hT+/UP/pPZRy427l1ws5VP5OQmQF+bJKKHUNcVQ4oIXyryo5gX77FZONu7SkXXhsYPoEVZUNrJvSJUOnPss+Uw9L9jbqMh5u2AHdgaVIOliviYZ32BC1la0X/axWK84FIv30ek7i1mFB+PjY4qmGmVcdVv42T0yNwN+H70RCyIZHvXYJzA+Ps7vP/lK2UtaDQkIeZB7cvWZ75oyjk5TMpUTyjgOxmHwPNWFRvY7ZxD9vuMSwNw50gPdDlFK+Hzy+/XgkAiAhlPQs4PyqYP6e9/74J+zMnuMs8/YwSP2n0+xWOQvXvtS/UzpdgkvGVahrRkAMJayhPZdXFQlgH7d6itbrLJSFqe/t7dXxEyrOdlHQerFz3wi+y5/FKAy8y7cFQdpIBUhTFN0Ydp1saUGVClerE+CL6rNrBN3H79/l2I/+aB3J71DNu5WBP/Tk2BZrDXkenvCntPjbrEK3Q433nADZ73xuzzr5dfB/N0SEPCHJCgd7VX7eJofHJQ5cs011xCPx/UeJZn5iGR260Wl8ZIRTAFhB8UluBFXNlWxWDTlla2KBHO9AWHRNatwz5dkP7pQMWK2XQnRXr2OMqmEqTv3BmRuB6IqKx3RwpOAS1RWj6HzzPX5JTisg+iVGhp3awXyCus3jumZWcHXSI/B3VbTiFjaTNTiogQ6tj1CvhhKyu/6d8vfA1FKSnNjK60ae8Q8NTjzSWKf+oJiN3Q7RgHdLvPzBSGUdIng2aOYX4PJK0QM07Jg16MFBxtl2ZNUQHHq1Mqm76aiQbmvZoV4R5IZxWJR3m1iWPaxep4OFvOLSxTsWvtoyI27J2+AzDbmF0xt+GHvTtk3m1VZQ74gC4pmvxF3W602hVKZYt0wJhLJpGI+PEyc4r4zVDcfhZe2XQJgebVo+KET8uxC8QxYlsHdRgtCSU6cND6HeQ4hme+qo81QRjHi1kviS3l9kuj0hkSjAKVVo+aXxt1aTkpKssdlH6nlZC/MbN90zt/G8Ss787lcjo9//ONcffXVjI+P82//9m88+9nP5rASTPtNjH/8x3/k6NGjPOYxj+Etb3kLV199NVdddRXPec5zfmPnfNDhjxCMp3jLHz6BJz32ag38bqPiUlOzVliA6joZJdSzpvoN03+O1K+tT4nhZ/nUQq3KRO20FNXDI+cIxFhRtOy+PuWUDO0VR2/nY+TfxXkxLLpoARDbqJi3xSysgKmJ9YdESCsYh7nbyJMgXxTHdmJSZbeDMcZHBQjs7Fd/JkEwmgI6jEzu5OTJad7z0kcrEIqIIZ49KRkSZ595MMrkzZqAwIhEsAmnlVFSV70lffjaVWkHglD+AHYMp2UD77Y1bX69HVQGUwyCcSorc/pdxMI+ich1xfH1er2mHjIg3w+VDJ3p6NGjAPi8FoMieS80Km8IfAHOmBBgb7ba3HHcZKgBcYaiyrGPD8D4pZx93sUALGXzQtlV7X+m52WznuhP4WnV4P7rBRiHzpfvqmdPpEczL2yjIhoJc/meMaGBerzgC9KrWuys5lRWyi+Ak1V+UiYZp79f5s3SktnEAdYKFeh2uPOuOwE4cGxG6v98Qanp9Aclmpybohsf5AcH5PvXXHON67pS8Yg801ZdqNq+sHJyZeNm9BL5d7dL3C/vs1ar0ewqyl2zLHMiEIXMpBielaxEi/vOlGMMnQ/NGvMrOQD6M0mzVrwBObfHUhkbLyGH6m+6x9C7thx+5czbSvvVJsaZD5DLSqDrj/7oj3jrn7+Ev3zBIwGYWVhRomUZFaxqq0h00LGmw5K9WJ+CwXPlmHYmcPBcMSp8Qcp1Ab8HzRBEelTWOSLHCYRVqzpFs6+sSebDGyS5hTNfzM5LgCQsICoZApVhsHsPA1MOBXz9HOMxCQR6PMS7tjNflPk6ejGEk+SWZnnEC97I6OiobhuWiIaNI5vPC5W8b7fbqMh5JbBYWobEIG08rOTkHI+//AKeeu2TeexjH6s/n80VKKi6PYBEOiMGdWxASngCMaUfYGcIWsao8AXYPiEO2mpOSp6CwRD4w45+tw1oN1nJrm96DqloSKsx024y1CvvaSVXpukN62AK3Q4lO/MTsHRmvujsA9yoSL2e/S48llCxHxp6hIfO4K9f9Qc85vFPBjrggZ0TDgr0/kuUUKFfGDClZTJRCdysldX7H71Qslh2pwC7TMI2/O1aTI9HAuJ+R3nbyKR8JzUqzuPCvcLIquVMO0ZVgzmo2qrNr+YVfivWXNxkeRk+HxIjLFS8NFWQaELpmhCIMq5o9jbujvSlsKqrEBtgx44dTE9P8/Z3f0CCefEh05KsVUe31rMzwTZTKH9KbA/LYQqOXSKBwFYDPF5i/g6WKj8xuJuBTgsPXQliAetNv+wfHg/0n0NFiXf6fV6CHlWupIIKXq9X1mCnLftsvUC4PKMvwcbdeDhAsr4g+6StQu41uFus1DkwoxiKfX2i5ZLZ5nIUGNzD2eftA2B6YZV2o2oYcQp3JwfTUC+Lfk+0Txx5ZQ9I8LqhxItrGt960iku2jlkbBpfiF5VPrmaK0pyIi12UzYv8yETaNCvgv2bcFc583fcJQyAAycW5Nlsv0rNgZgENHvPoNV7Fj9SzvyjHvUoPB4Pw8Nil2ncbdcVO6MrAUx7xHphz1Ohd6dxAktlJUToUyVRfvl3ekJKBWZvlsRCn8rKJoYhNc68KrPsT8UUe9RjtHZ8AXkXltelVZPeypl3jo1B9IqDEbd2klxD3t3LXvYy3vrXf8Ebnv9oAGbml0wXKHvOdxqqbr1jMvPFRWNfguCirUgf6wd/iHLtl8DdWBzOfIz5Qc8OwfmScrwtvyrdSUniR60T5yg1vcLgtMcZj5ESgXpB5o8K+k/Nb3bm08m42AnHbyCeljlVLBal7WKrAR5YnT3Opc94BWNjY9x3TOzgRDRMQl1LYXVBGKC9u5lfMZh2OBeUbHZ6AsJpSk2vFt57+qP28/jHPY5rHvUo/fnsWo5C1QS2E4mEYG6kR9i/tvPubE1nOZx51Z7O1pAIpmRfdPWZb1S0z+McyWhQOfM1aNcNzT5boKs6RdGzAzKTWrQ3FkA/g6KzdLu2JiKEPdvluZz95E3n+20dv5Iz/4xnPIPBwUHe/OY3c/bZZ3PTTTdx7Ngx3va2t2nl09/E2LFjB/fddx/XXnstHo+Hd77znXzrW9/S6sz/T4bllQnbriuwlA1tz65J9p81xsPPHuGC888zkfH8HDQrhu6n2iswfL5koVt1ZVD7lCJoyLSYsmlydJQzr4yKfuXsDZ0vwLJ6WCLL1Zx2lmg3wOtjTClIzy0s0+76pP5YHQ+QKFZmO6zcz/S6MYrHJ5QzH4hqZ94eo31JOYbdBsSyJCPXrosj2mlBZUXo+87aPZCMrdcv956aMFlRj0cMEru9huWHRlEbDvbYMZTWz9wWwcs1AxDukY092kd5VZxzn9fCv3yfZLo6bYeCZduIrQHW2jECPlkadoZgpCeOt12DNRVwsXzgDTDcm9DXVKk7aPadtjiedmY+0gPRXobPuEBfu12DhMfSm/XkSJ/pQzywR45jH8MfEQepvAzdLk9+8pN5+AVn8bY3v46AzyOMDY8FvpARWCyUadclKw+QVTV6PTG/zhBsHNlCGTodlpWxUarURMgnOWbo634xRg8sd1jKyzEfpTb3IUVDTEcDsHif3E9lTeay5dOt+BjaK/Ml2k+8vabPX6x35HP5ebmfySsEhMM9op9QWYNhMc6I90vEdkGAaHtfSOsQmBotjwSLPG5nfmOkfdPwh6FRNSJB1YYpd/H4NGVrcnKSv37Lm7jy/B0AzCxm6XQt09PY/uMLKBaKchQaJfl5YsRcr03Lj/RCMEmpJuD3gDR7X0fWu13XFU5LvW9b7S2WX+ZiOA2WT8BvwygV8hLRt6mOPTth/QT3nqrwgnd+ka/eeBfdblc78zbIAtKOSWXXYl1xgmu1Gi0rDJ0GhaafR736X7jpjvtctNJELGzqxVcXoLJKd3AP88uGTngk25agRC0H6XGW83XNzBod7OerX/wM119/PX6VHVzNrlGsGCZOPB4Xw7Z3lxIe8ymGkCNDYBsV/WezfeeZrucSUvdpjIo6tGqbnHnL8ohWg6ovpNNkuM8YrVqBP9oHHktfYyzsI6GyjC49mPKKGHSDe8WJiWSE6fHQMMMOYEUyqrbdYt+eM9m7fZBrzp/grLP3aHFR1o5Do0xGxbHW1h3vb+JSoVC3aoZebDs2dmCwC9ABX8DhzCtM9IclYFScl2B4oyS41lWlLd4AY8Oyh8/ML0uwzqfWvy1WC7JfxPvFKQE8Hg+jY0Lb3hJ3B3pkr3MGBJJjMsdDGdmrcjPQbW7GXVvDo7Rkstj26Nlp9EY8HqxmeVMAcMdQSjtvdlvYXMMn+ASQ2a5LhCJBv7DMclMmqAAq8YE85/UZV6cRG3fHhvqkxnv1sJQy+ELg9bNjpJegal/lwt1qzuClPTLbGD5XmAftdoeVlRWNEfZ+NjkyIBnpWl5soT7HPhCMSfCl04Z6gac99alcdt6ZvP0vXofX0zH0cl+QnqTs06v5EvTu1s8jm5d9sSfiZSATZ6uRzZeh68DdWhOuvE6cIZC9xQP0bOeOmTIFxdq6+uqrARNET8fDUrZYK0BlWfA6Oeo+2dB5kBzTwddGo0G97RXcKCzI/Jy8XN5R7y7BhTOfZPSbFJv0hGqnu70naGre7T7zeMSetbyEgsaZf1Dc3cSIa5rkj89HviX79a5du/jrt/4dD98vCaDpxax6Ro5AUadjEmM27tbystbsYeN0o6IYGXt029kHxN1EUhJf9ginBctr6ypBZoldG06Bz7817jY64jA7j5Ee544DJ3nBP3yNb/7kDsHdUzIn3LiblP3m1G3ERiUgUCqVlJB2h7VKh0e+8gPcdvchjZmgcNcu7VpbgWaNJj4pyVTj8MyS0vO5EDxeFtcNW3V8qJdvff3LfPNb39I/W11doVAyn4nH4yr5o+zZmirjcLam8yr7u+9stu9wU/dD0bjrfiu1OtTyWmhcv4NICJ+nI+tTJf6GVUeJWr1JTin4Y3lh+1Va9ygWCTlq5u0gelcYqOVVWLxXbJqh8/ldGb+SMx8MBvnyl7/M/Pw8H/zgB7nssst+3dd12tHX18erX/1q3vGOd/Cc5zzn/60jb4/YgETC7E3D48Hvs7j5w6/lpnc/F7+lqHq+kDjoHouMw9kCxHGjq4zprhyrkpV/dz0OYQaJ9Hc8lgaIvgGVjQinJBBw6i4BNMsnBkOrJt8LJphUdJZms8lC38N01PLQzArz80JdJzkK7QYzq7LRJ+JxUj22Qxnlgr3nuETiHn/JbkPTtx2K9KQYCvFBWdSVNXftnnpO0sInIIA9domJqIOq2VWZZcsH9ZI2HOyxfTChDXO7tm+92jU1yfFBKnlxDqKhgNxb9piLaoddY235ZKMvnCKs+lvaGYKxvrhkd9amhZZpecDrx9Ous2f7EM7R29sr79kbMJu95YVIhv6BASyVBVlQQl5YXr1ZT46OyFxqloV21q6LYwfKYUJAqlFmqCfBTZ9+G3/+hjfpMgo8FgTj9MbkWXQ6XXJrq8aZz8nG5aT7bRx2Zn55Ra6vWm/Szi/KOwV5n36Zv9+/W7Ip28eG2LZNjNttkwJOQ3GflC80q/I8LJ+qSVVzJNYvgaPeXcS9TX3+Yk3RFut5uX9/WDb/zDaY+ingcTA4MhAf5MSi3Nf2gYRx5rsd+SwqGx4IawMQfskMQatsnPl62xjBjTJ55ZAlk0LNmxgWw7zRbLFUVmu43RLGhB08ctbuNcoy/+0uFqpGHxDq6+TDtqTZbzQq4v6OBEbsEclIEE+9I8nMZ8X5sXyaXuYcpU5Y1oadoes7C8orvO+LP+JzN9zP01/9Lh7zmMdw3xEpLdh/8T7d5iudzsi7qawR9xmqXanlhXqJz//0OHceXcDv97muPRGLmJr5/Do0K+S6CWp1E0Q8fCpv9opoP4sFE/0fHOiX1l8ej2GiZLM6cwkqQxCIyb0F42af3li7B9Cqs31y3PVcghE5rm1UVKs1OtWCZgfodxINY3Wasl/XpabVbgMKsKB0AIj20e12NY0zFo2SDKtssdPBrK5Lhqa0DCsHIb39d0KE5/+vI9Ij8xqwBV5DAS+/+OTr+d47noVlU+ODCXGuAxEyIVUXumaCh4zsE0M+e0IwoZYTPRDQzghdwd1KrSnsDKDPuX8OnKOUsGMKq/KK6qtwV3UXyefz5Povk70pEOW+o9OmNNHyQ7fLtGqVNjjQTzCi1r0/ysUXnoffb/Dx8VdcKHuG03m1vDLPw4rFVc3h7iKjnPlWVTLRnaYJoNvD6xPMaZaxS7RSDmfe67UY749rZz6ljOL1mgnUEeujopZqNKL2loV70S3yQJ4NCneX7sMXjGrKvnbmJ7ZJVjnaK5orlg98AbzdJmdNbsDddEpppGze153U+IXFZb2WbNydGBObh1pecMlmj9kj0iv7UK3A5GCKn33u73n5K19jEgFKQ6Y3IvtnudailjaJrey6wt1klIFEgK3GWrECdFhekcB+qVQyzwp0PTf1It//6W0A7D1rl8bxbePisA/GLKhm5Zl1WhLwdtpVoIRWfcTD5ufFal0CzuUVwd1wWuaHTdUfu8h9jMQwJ2aljnr7UMqBu2oedDuqZVhQtEfUeFDc9YdV6Z3C3VrbMElqBfJ2ezGFJRNnCrMtV6pRaPpMEM5ub2spu1PXzOfcTrjlVeJ3OZVc6KWk2F0PiLupns3XPniuaT0JihGXBstoozhHseHRmhF69Ozi3V+7k8/dcD9PevF1XHvttRw6IVn1K6+4XNum6Z5escnKq8TH5BnU63URto3188kfHOLA9ArBgN8VlEjEIoYRt56FyiqLc1OuQPvho8dE36h3F3i6LOTEUbcsi77eHmg3CAQCOrudzWYprC3rz+igQ3xYraucyswrbHcG0T0etm9zBDQQHxMczny1Bp0GK/my63OpmGJh2LjbqjPUY/RZFhYW9N8brRbNltgnsWiMZEjhrhML2g1ZZ7FBGL5g87r5LR6/kjP/+c9/nic+8Yn4fL4H//D/hhFMyCZhR77V5uGxexXaGTK7Z2QwQSYkkTJbuIv4gDivXSWYYXmNM+/BOJ8q0r++nqOtKG99qk6LYEyAfeWwGOXpCemROP8LwfBQktGemBYom857IBBl+uRR9j7uD7jkkkskgpcYEREelS0eHxmUDScxAoEYA309nLjrx9z2gT9kZmaGv/uTJ8kGFjAbH+ltkgmLDYixYDvkus98x9QmNoqqD/mk+7kmx8zvPB5olEhFDBAOZBLSX1NlS9MRWXi5StPUJEcyUucKRELKuba8EmhwtaNA/l1ehUZJt1LRznx/WmqZvD4lUphXWgN19uwcc112X1+fothvyBBE+/CGEwwoevv80qrKTlhMq9q9iXGV/W7W5JoiGRPBDETEOQ4mZOOy267Z7cM6Dfl/KElvyDhV2ZUlnXHNrst86wl1Tp+Zz5eg02bZ0QKsXG+aDI5X6um6lp+vfudGAK657Hz92ev+/NW86Zn7ecOTz5YATf9ZMh+9AROYADEc+s+CYFwL4AEsrxVp4ZM50ukoAcgW9Jwh2a9gTFTsQQnWhTkxK7VW2884W/VGbZs5tzYFtCGckRpoNR48Mx+BZo24AvRitWXayhUXyVfb5jj+iKguqzGzXjd1tr6QEdFyZghKq1sI7hlHFMsrz50Hqd1LpOTZ2COcEUM8EFU1kHVHeUNH9+J2jlKtZkpCQGhprZqrt+z3v/99/uUTnwNg28Q4j9gj837H5KgY6+tTOpsCUGwAjSILebmHR158Du985zv17+OxOAnV5zi/vgbtphbhscfhqVOqpEUYFwuljvpuhGg8qYMfPSk5TnZ9nYKKvvv9PjEK7GyNTaf0OjIE7YYB7Had7dsmXecPKsFEZ0akVq2wknMbFcVKTa7FdqA6LUKhkGZgLSwrgyHSS6PZomUbFckkg8q4X1peFYOqVpCAmU0JXTkq9ZwPDfew+0nXCpqdRbeDxy5X6TSAruwzoZgE0aPyrl0GXGpCyoZWDqrWsWtKMAlZ796A1N5aflay5nu6nAokKNntyv6UGJVgTH5O4W6ciQHjCEyfEEf1/lN59u7da9qKKWbY9JTUhU6MDskepOp4x0dHOHnPz7n9/S9kdnaWN7/8+aLx4XT4QIL6dbX+7e4xOojucObLirq70Zm3j2F5ZT+qF10ieBODGfwW2N0l0nav+Urb8f2MUGNRayeYlHPW8iaIbrepsrxSxhXt08wpjbs7dgsNuYtgQV3hbrvBnh3ubHNfIqQCzZuDlbFYTHfamF80QXRNs5+cVArwDdP33DmivRIIrOfFRogo5h8ORly0l96A2b+zDscjq8SKe5JRBmJbm90ad5XAYq1Wo91uuz8UjNGtFfna174GwDUPu1D/6i+vex1vesY+/uzxuyWjmFCOVNJtn8hxEpuc+aXVPG0cNpE/LPdWWJT1tXGeJEc4MS/XuuOM3XLMTkvWneUTNma7CeGkbskLv2xmvuoOotsstnqRvMoA28cZ37VHf3Umpxgodms4W2uq48zMFw0DzR6hpKHaewOUa5uD6JtwN72F5k6kR7SoiguqvLCkGVVJR/tke5RaWwRo0xPM5w1L5Rvf+AYf/fxXANixbZyHny1Mvh3DPbKGOy3iQ4ZdUywWIZxhISc4+PhH7ONNb3qT/n0ildECePmlGaiXmMd9L4cPHxZ7PHsUylkWSzIP+3vSeANh7ZT32GUlJ++luHBMjp9IaB+DaJ/YPtV1cd43tqYDaFU34+5GZ75SoesN6jaU9ujYIrGxAXkWrTrpuNFo0AlKcLVQjyWSDKbkHHZ3HM1iDmfMtf8OjV+5Zv6h4Rj+sAg8pMZNBq7VUA6MT7XJ6EoGOhCRDEFAFkc+nzciSqlx6Se8fECoTsUlVdfjUQJaPug/E0IJFuZNHfjQmE33i0pQoKQmcLRPvr94j2SSg3ECnjbDg7Jwp08eg0CEW269nVarxdzcnChWxvph+HympyRDMDEyIBvkxGXgFUd8MBlk355dSuHdo1u16ZHeJg5po6zAtWsit3b/XY8lAF9Zl58l3JF2oeq3BcjbLWhUSEUM+Owc7UcL6CE9mwHWKw3jIIV7tDJpNKycwlBSnHmdmW+h2RD5OWiUCStFe7uubWx4QO7PFiornNK06HN2/JLOfGYHDOxheFjuc2FlXQdppuYkwj05PgrRjDaiGDzPfN8fNTWGtYKhi1mWoZZ5LAilSPtqekNdza6bzLzK/vWEuvQmY5ol4Bxr+RJ02ywrgUWAcu8FhqrnDQJdvnawyo9v+hkAz3ncw/RnJ0aHeNdzL2BypF+CJ84M8caMx67HgD9MLGqc+f1PeC57//RTtFodmSe2UZEckUBKtN8c07KoeZOcWlJGxfiQZKm7Xd0Wh/yMGDSBKEGfAc8Hd+bFuY4rh7NYbZjMfD1PTtWI2Zn5UDzNgBJfmV6tGREeX0jmmEsALyR0PCfdz6bZOyLkW2bmHe2gAGnTFHcEZsJp2X/Kq7KHZI+agGOnRTLhzjCAUup3GjjxQfCFWF3PuT5n93SfHBvmw69+HF/+3Kd44RMVM2vtOPGMCQgU6x2olyg15H7i4SB/8id/wrWPu4b9Zwxy0bm7GVUZy4MH7oNanlML7pr8mbl5Kr6kOFytBotlOdZQf68r0t+bkWtfXVowSvbxuKwBf1j2LY8lGQJbiLPblXllZwhadbZv3+E6fygu9+N05ittS7ehtEer3ZFriUjWgnoBLD9Dg47AHYAvQKn/Yv29WLKXoaQ4So1Gg/X1daUfEpSglS8odXy9Dznzm4ZlyR67dkIcPVtPxhZYtQOiHlUKh4eefqGku5z5QFgJRvmkvKmyqoLoltJrCcq+FYixMGf0VFzB0GBcPpebEcev2xWFfI8F/hiJkKVbKE2fPAZeHz+/+3663S5Hjhwhn8+rfdzDzIywXyZGFKtt16NVALzNSDrMRefsYnR0VK5N1WS7RiijRMyCBme7bcW6sbVqarIWfKHNezII1tl1qM2NuKuYiB0JmNr3tV5uOL4fodyW70TDQTlvMCFOjs7MK0e12xHWW6xfM/407o6NyfO0fEq8bElroezZ5c7m9UW9m500xxgekne/sCQOfBfLMOLGRiAxCFhGw8Q5EsPipJZWZF+N9ilxVlQ2T+Zib9Awh1Yd7B3tzKcSDGz26QAHI85RF1wuu4OGBON87gtf4vbbbwfg9x5/hf7Vru0TvOu55zMy0KuSAIr6Ht3C6bS8EOnV2Aaw51HPZP/rvyABRRu3Ok3Vniyi1pAZ65UO66pF4vZt22Se2mLG/jAs3CM2XSAmrcbU+KXK29p10zav2hI7UpV96LaeKlOenjyXmGKbTRdsfYu2mv8dvXZ0h4p6wdTL2yOUlCAsgOXXmfkHpNn3bLBXQc7Ze6b8mfm5Wkdh6LZJxjeXV5Tq3c3HiPSSLTVdP9K4OzLEp19/LV/9zy/yrGsuFsHNQJR4v7FBxZlPadshHgnxhje8gcdedTlXnDPK2bt2MKrWwsH774dIrwlwqXHs2DHavbulk9KeZ7JQVLg70Osoo3Di7jyFmGCnq3NJICb7amVNtcjcoma+VWf79u2u89sdpVxBdG/C1UIZEK2kVkPWY7sJywfxtOpafNaZmXc586kehlQQPZcvUKspXyUQF7/D63WXL/0OjIec+V/H8EcQ4Q+/Ebpq1+Vnll/+bivihtOQ2UkmYqLpOVudc2Sfig5a4oAs/AL8irZnZ5C6XfCFOTUn9OZIKEiiV20qliVGb1nV3gcT6k9MjhOMQ7smlDJgenoKAjEOHz2ur2V6elovsplpZVQMOTJ2dnS/VnBn4j0eN3UpEJZNrF6UMgF/VItoYavre1TWsLouf9+4eOzsgD8kGel6wWVU7Bjtl4XcbkC3ozPz66WacfaijgxBWBk3wYSb7mcb9iCBFF+YsKMfOcDYxKSAWSAuWf9qTu6jVWfPGcag8ng8ZFIpQ2t2jkAEYn2a8je/vAadJpV6U7cdmRwfhbAC37H9RuEVJDDk9ctzrOXFGLONF1/AKKYH43g9XWkZBqxWPTq4kVVKzD2JCN76ulHed4xsvgTdDivrpoa3NHK5iaR6/VSqdV77husAeNrVF3PVhY6ap05LMhi2kehVwoHdrjszD0ptNIA34TY4Ds2scnhBUaxto0IppjNwjotyPJVva4rY9qEemUuNstRpBpNS++WLgD9CyEEm+uVo9nXiCpyKlbpSqe7S7XTIVwTQksmkPPdwholBuefpbFX1aS9KtsOuFW3Vya6t85a3votDBw8Y/QAwGaW2MYo1HdvpzDcWXZcZS2V0W0W57oDURPpDMofyc+LsK9r/Vm3CStW6m57q8UByjNVVmZeve9blrs9vGxmgP5Pk6b/3PAJeS6tnx/scRkW9K8rttphQOIDP5+PrX/x3bnn3swg113nETrmW2w4cp1ypMn/kDgB6MsbBOLrWFb2Eel56tqNaffmCDqNCrn117jjFfA5AG4NCT03I87eNCjBUTAfNPtPbZ74HBJVz4XLmCeve1q7RFCo3wTisz0C3w5DqKb3gELsqdcweFs8MMhgz/15YWJA6y+KCBFV7z5RMQdJdL/3QUGP4AtEwaddVBrop/7dUcBPbyQfyc2RGxGis1WpUq46ATHxYBWoj0qoplEQH0X1+yfwEwsxP3Q9IwDbgEPUS4a2IrDU76GuLgQXj0Kpr3J06eRIsH4eVcjPAzIzgOZaf6Wn5+/igY+/3qEBFLa9ERQXztspCE82Y9mKWX9P3wWNKsZo1OZY/svUx7OBEpw3VHOmoA3fH+o32R6tGWq1V27GzR8WfAiAS9AneBxNGkBQMRb24LM85NuAq3wPlzMdUMsEXliC55d+Eu+FwmIhV35Jibw9by2V+ZQ3aLbL5knaWJyfGhFob7dnMEAR5Rslx0V5wCtt6A2bOBSJEIhGCiv21qqj13W7X5cxHKbucRHtkc5KZd+GuwwEBKNS6vOHv3gfA7z/+Mvaf47jWTku1slN7py8ojtTptDbCKaID7mDQnceWmF4umHtuN2H9BMSGNpX5nFDzFGDbYFr20WZNSib9UdE8imTA8rsYcQ9Osw8JI0478w2ZN6UlGh1LHC+Mc+2xLGPTzs6KcGi7QdvjN7jbbrK0vMKb/+qtHJtZcAfR1bPQmXnL2ppm73EHVrZ05m02wLbLVVeZtGakbom7jfbmY0R7tBDc6575MNevto30M9zfw1Of+Wx8gaB09okNEncEGkqlEoRSBndDAYLBIN/+r3/nx+96Bv52iUfskmv52cE5GrER5ufE1u/pkT2n2WxKX/tgHHx+6cKBwl1bWBjo7ZG5li1UKajAhBM/CahAul1muWV5W42RsXH8fmOcbczMA1S8iU2Zefv7+ENib8/cDNmjppPMaTLz8Z5hJWgtY3FxUdhM1SzQFeZtfIv3+1s8HnLmfx3DHzaq7K2GjixKmw6VpadrIoadBj1hE5HTWYKJh8nnoj1C2xs6T45h03W9AaHt+MPMnxJDYLg/gyfgAMD0hBwje1yuYdsVAoY+vyzMZo3JCaFLTU3NgC/M4eNT+uvizEt0c1plCMYHnEa+ivLX8m7n3VYdd45QQkWtEfCLqUx115GZb1bF4feHjQNuD586pjco91/N6+w7KGe+21GtgOqkFeVnvVAxjnowgS1cHI2Exaizz2MbFZYS7lk6AKvHITPpEkoD2L1rlxEmDERkM2q3oN3gnDNNVDGTyeBtFjXdfasxPCw0qYVsAZpVlrIGvEeGh8UYi/RsrV7tj6qaTEWztyPMNoXJVl72BulVvTuzIclgtNttcnbNfCoOpWWtaA9mA13Ll6DTYtkhNuIyKjwePv2Nm5ieniEUCvHe615iar1BDMl20wR7/CHZ0MNJw5hwHItwUlTPN4x7prLqfYXV+1+X7MmGz57IiZERjUbpyySUAbou/ckDEekZ3GmBN0go8H9Js+92jFFRqarsbp5qYVVTpXXEPhhjXAW+ZhZXoVnhX752G7F9z+a/bzqArRR85R/9De/6h3/k5X/3UXeGwPIaaqsaW/WZD3haLkGhWI+bbgpI+UJiRJydMx8ve4kyKpJb3Hep2ticoRvbr8HzUXtH2LvL0Cwnh9JajAqvXwzcwil8/WfoqHqxUgVfUBtGmtJpCxNWsjzsmifh83lptTv8bDnC/Iywgc4+a7cONB1ebQsNOphgqSDHGux3Zwh60vIOsvkyhRXJniacDAS7vKayhha+tIUJtXPfxOMLurIE9r04nYxKx68zBGeffTYAL7v2UtnLvEEJsJ26E6rrmgXlzBAUi2ZdxXoHSYXRtMCFhQWV2S8BHtlnt1/p3msfGmYE49LO1PIqJ09lSS2fYrmgaLYtqK6RmTB7qis7nxxVpSg9gltev+xN7SZYQSn38kc4NSVUUls5XA9fSOZoQb3nkYtkHoRTypk3uDs9MwceL4dPTOuvT6vAOV4/08qxtwODoO6h25EgejAu12r5tq7pDCaNcF+kx72ubSHeRklwN5Q0XTScIxBDd52prruD6CMDxplvN0mnxD5Y39AyrNyV40aDSkvILl2wsdkONEz/VJ6dP6TXmz3OOusspfXhh0BQdQnoQKvOOWeYdSrid+ubM66OMWwH1lbWoVUzopQo3A2nhcF1Gtym/xzVA7xiqLiWX7FCZHiCcXqTYl9k1fwql8s0m2KE9KQS0KzQ32eC2hp3C4oRdzrcBT7y+a+yuLJGPB7nH17zPDfu1ksy/+3rt/xiP4VO4zyHklgb2ZDAPVOrgAqctxsSoEptxpgTJ6QcpD+TIBbyynwpL8PxG2Q9DZ2nbBKP670+KO56Q9BuGtwtV8Q+WztJvmqetTNTPj4uNs7M9DSsHuUf/uPHxPc/l+/dekjj7r7nvIm/f8/7eO2/fXdzACuYkDWh3qWNu05nPoH7XcRSmxMhEmBuip22/ZFSIqK0cpLJzc58sdLY9LNOMCXtgYEnX7yNnePmHU0OZ8x6DcRkzifHXNdZLBYhENFZ/3hIrTcbL3OzPOIRj8Dj8VCpt7j96CKncjI/9+3bpx1oZ2cyW+R4sL9PHccxn4HVYk23W3UFLbxBJfZZ1npfdDpu3G038AbCWnMIToO7oUHNiDvrLCmFef1zrpQ14AuqUpgqpCYYHpWkwulwN5rqYSBu3N+FhQXZ44vLijHUcYuT/g6Mh5z5X8ewewuDONC+kHLgVWa+VVW6M7YjXCTlMzQa26j463/4AH/5H3dIjW9VMqi6trzblslfV868ijgND2zYUEJJuZ7ctBLBUk5yNScbYqvGxIRsfNOzc2BZHJk20StnhmBmRqj8EwMpxwlUhqCuMvN2pH8rZz6YVM8BlVlFOZtdUzvfqGpD6bQZAsuSCHNtXWffQTnzdKXtWafB6IiA9aGTp4yYhy+E0kuRmnm7niqYMEZFuyl0xewx2XR6dhEOG/DxeDzsv3if1EJ5PHKttqhKq0Zfbx8DPQIsLor9aQSrhpQhOL+Sg0ZZQFyNTCajasLTJvjhHAF17uqagI+dmbfrgO1z+oL0qnrdVTW/1h0CW5lMGooLDPQaoN+1S7Lr2VyBdqPGqqPmb6NRcdsBAfKnPe1pYqS2HUaF/rt5B8DWdD9QLdP8vOqJ5zKYjrJNtQe7d64o92UDZGEB8Gx6LifmJXu8fXwYj9cvdMiuygTVCkIzV+qpQYeA1INmCJRBH1eOdLFYEmbG+knyDpE1bVQEokz0Kyrt7By0W3z0u/dRqze4/rZjQIfpqRMcOCbO5o13Hd1saPnCLgPNbgfjBGtadVdXh9jA5BbXrpz9ttln7Dm7pTNfb2+arzVfUjMD+gZH+IMnm+z8tp6oCcz4I9LtAAviQ/paS6USBGJGQTag4MZ+n90O0cwQ+/cKhfyG41XmlcDdyOgYu3fLz++bL8s+Ex/QVN5MOqUyBCozn5JzrhZrFFZkP0s4aZGhhArErDl0TVSJjk33a0sd3/Zx46htlSEoW3FWlTP//ve/nx9//d957yueIPutL6RaalZVmxyZq6fLEEQzI3i6Xd3GTjvzdulPaQkSW9S8PjTMSI7CWdcqdpKDEdesSnmZxyOOq8cis92ULa2trdHtdnnjG9/I333im7L3FxdUdrdrsvten+CuL8T8KVm7m535oOBdcV725Z6dMueq6wp36wZ3504J7m7lzFt+ZuYkUL8ZdzuCu8GYaVm71QglDRZ4fQ5n3aM1WqgXZL7GBmCLUiuCcWNzVNdJhU3WbMfYgDyfRhk8FqODMscPHTrkOkSlJntHJGAHmANqT7UDqh0piUqOQnoneCzCYXNPgUCACy64QJ5j705hF9oBlnad8dFhYkpUrK+vz2RCTzOGlX0wn5V7XyvIGvZ6vZLZtCwYv2Tr5wEiSmrrd9if8fpMuQBAIEKvEje2WU12Vh4gEwuCN8hA2thKGnfzJcqlomYSwha4+4v7APi9Zz+LoaEBt8aK/rvax3dcLQkB39aCe3aJ3h89ajcjvQnGRsRpvHd23bDgmhWxHZObdRVsZ37HcI/DUWvL+dandT03Hotg2ODXL8WI63ZMzXypJO+1USLvoKU7nfmJbULxnp47BZ0WH/nufVRrdb5z2xHwWBy+/37mluQ9fOPmwwYf7eEPK60iCbw0moJDziC6t9sk7hCCjCVTm6/dZp+2VVAllMDunpLc4vOlyuZMc65cp92R++wfGOSF116lf7etL25YeHbb38QQXq9XO76201qsS2AiZt+qzXCkS2b0DPbuljr7G35xnPmczJ3R0VHOPPNMAO677z59XoO7Scc+68DdQo2CakXpdub9iiHkMz7SVrhr+XWvedgad9dLVW1LfOxjH+PG//oof/dHj1VBdMWA6rQhPszQdgmyb0WzD4VC+CIJAp4Ovem4+Vy7KbZjo6TK3H63AugPOfO/juEPq9pvFekPxFCeq8qmV9T+2pXJtnQv3mBYRyiz2Sy33XYbb3/723nHZ3/EiZMnhUINaCXnjgLWRkkyBPMySUeGNlDTg3FZ5Pk5meSFBWnnFYxLRKxV1z3jp08t0O3C4Skz4W2jotJos7AodN7xwR5TK2yL/NVL4izZC8nySTTSOUJJI17X7SqROZ/83RbkqeXlGKGEg4bvGIGYfN4r0dVU2EzZHcMqU14rARaX7xMhlKXVda2Giz+sa+YjAa88m0ZJGAw2xbldFyc5NQ7BCER7XZHkc845h8SOi2DoAon+BRVlt63oX5alRfB6ezJKIGeLqK0atiG4sLoOzaruaBAOBaUlh+UXAZutghu2/kCzhkTP1U5tBbQQIAA+Pz3J0xsVPb0DUF5lIG1A1m4ruZYvks2uOUu3NxkVB45L0Gfv3r1uFXb7eXowGYvhCyCYOn2kM5SCRpkPvOpJzP/7S3nK4x8NwD2nKjLnbWN0XeipLqE24PhxKRPZPphUdeeqVt3yibG4elgZ9t7/uwyBR7INcVWPVyypOb8+Tc5hQ+nj+CNMDIlhO72wymp2jXun5ZmvFKrQafO+j39Rfy8ZDW3OJDna0zUaDd1v2uXMt+uunrWxvi2cPVs00UHZlzKgFomkMaa8XllPW2UIsg2zHnsTUV74hMuZHB/lkrPHGU5a5r34I6J74fFAtNdkVIpFCCW0wRIPeWXe2rTfbgdCCa68UIyHG+4+wfy6fHZ4ZISHP/zhAHz31vtlf4gNkivLPEslEm6avd0SqtTULZs21e7pvatgsrhOAbyO1PFtH0zpr9lGRTAY1BoUC7mqVsUdGhriioddKgrDdm9lf0T2t3ZDB1u3MirC4RDeSAroMKiCgYuLi2Lc2NmLyqo4EQ+NBx7+kHmnoLCybITTlPMbG9qphXuz2Szf+973ePe7381fveufyZbahk1kd8LoOnDX8jG/KPXWIyMj7vN7PBAdkNZGtaJgYm3NBMjaDY27U/OrtNttjp2Y0l+3cXc1X6ag2imN9yfNHmpn5htFhbuVrfEBxPHpInozHkvuw+NB7A+Fu42SrMWtAsag7IWWYHo1SyricOZH1XfqJbD8XH6RZMlOnDjB3Nyc/lxZBQIjfo8y5ssSPLAdKZtyb1kQl2OGHJm4Cy+8UNafEmszAZYGtBpYXh/n7JD30JtWbIqNCQXH0CUvKzlx5vOyDjOphIgVt5qnD5CAXGffGe7SKG9Aa/YA4I/Qk5B72BJ3k+I0DqTMdRrcLbG8vOI65SbcPSgBk727d6jMuSNY225I8Mpu49aqSlu7jY6rPUIJaNf5+J89jtnPvorHXf0IAO5dUOxSr1/ss05ry/phjbsjvfIu20pHIRCX57R8SF1fl1D09EJym4bXB5ZlhGeLJS12mXOYGS5nfnISgOn5ZWZWipxYFNbFSl50CN7zkc/oz471pzYzWjweWfuNskunYGMQPenoBOP6nT0sxQpyJjdUEN0ZXLZxt1Te7MyvrpmkS286xouf+RiGB/t55AU7SAUcc9QXlPet7CoX7gIl1bIxHvAYDYF2SzAwGOfKfSqIft+87jE/PDyscfc73/mOvg6Nu8mkKzNv4262WKVQlLnqwl07KGTvoaCCcQ1jo3RE62n7oHk+WznzOuCprvMRD79UuiS0aq4OS4Ti2sbeKogei8V0ItKm4y8uLqqyu7Zp4/s7pGQPDznzv57hD8sCWT4oDqE/KJPY8iq6XxWpV2uKUbE+CzuuliwskiG466679OEq60uyAAIxpH+uR/5v02QCUeaVcTg8Or75WoIJyJ8SsZj8nFBuJx4uk7WWM1HM+WUWl5Zd/SHtBfP5b/6EbrdLKBTinDN3KHob6AxBsyLUuFZNHNe+MzZHtENJdL9RHU2MKPpeV/XjLcrijmS2jogH4rIBBSRw4KLZ2858qwaWlx0TYwyrthQ33nijfMgX0hmCaMASR7CalzY3tlNoGxW+kGTovX5XhuDSSy+Ve0mOmEXuCxgAw+L83UL5G+tPiQG+weF0DlMzn4Vm2WVU6I1yq7o9EOOqWTNCi/bw+t0ZAitw2gyBx+Mh3dMHHouBuDmGHZGtVOvMLBoDBNxCPJ1Oh4PHZJ6cc845UsLhdBpbDehaxqhIjkGs11ATN45QUlE+03jwsPcsiRjfe3IRozvREKErb0DUoh3DzhBsH0jKXHG2cYwPynnbDfB4CUaMEfWgRoWljIqA3EexVBEDqNMi72jDpMFLKU4DzCyt8+P7TE3hSr5Kfj3Px/7LAGS+XKO2sWTOERhxPvNoacahRN1wO/OZga2v30FD1/fTaZNMm1rcEZURLlWqrtY0ACtlc3G9yTC9mQRH77mDn3/gj7HqedMxIhBRtF8vpCfdRkVs0IBoSJUJOWvWg3Eeea7sYbceOMHRY4bG/IQnPEF+fvch6S8b7SWn6nJTSWW8K6PJ7u+cLVQodmSvcdfuKfHIQFQM1PgQzPxM9kcn7d7rY3uvCfjYwR+Px6MNC6dR0dfXZ3REVCmHrpvsdBjqSwFbO/OxmAq8dmGox5GZ77ZFI6SSVVTp06ybh4Z72IJkmmZfFkxp1+TdRKQkzYm7t956q/56ITohwT+v3wRGux3ZfxpCgZ5fkzW5KTMPste0qhI8n70F8EhQtlWHRpmJScGI6cVVpmbmaDTM2rTn1Gf/+4eA7Cm7JoZM+Z7HAuwgevyBM/P+sMkYa8M/ZLREul2o5IT9ETuNyFMoYXC5XnQ589sHM+pYJbC8nLtzXJe4adwF3cIvGlDvo5yV0p+M2B8i2OpRVGwfeAMuWu2ll14qf7G8cj1dlO5ITTMPNO4mvabbymnG8IjgxvzKGjQqmhGXSSqHt1N/cAN+YI+UhdnDbkdsD4+H3j5xrjbibjgcJpySbPpAn9mDbdxdyxdZWjk97jYaDU19PmeyXwL4zsy8bWvZ19NUwfDTOfO+sDxPfwQPXfaeLUGFe04uy3vxeBQjJeAOYKihcXe41wRZ6Mq7yeyQoGmjBN0uwYjZix8cd1UQXXUuKpZKYmN6A9gi78Fg0BWYHx8XDJlZLnDjncf0z1fyVZZXVvj3r35P/2whW6Dj2eI9+yPQKLuZU17Hu203SMaN/bClMw8qIL8Rd1skU2YfH+mX91+qVDZ+mxXVmtDjgUy6h+G+NNMHbuNH73kxHrt9HgjTMTWpA5CbnHlbkT8kiTDBpY5ipsZ5pOpG89ODc3r/ceLuT37yEwoFCYoY3E1id5MATOCq3NGfjW8U+vML00LERAOicVIvOzLzcp3OILr9bp3veBPuev0qm952dDzaAVGjS7U17sbEju52Gcw4cLcjQUKqua07fPyWj4ec+V/HsLwySYuLsolZfkUnV0I8jbJe0NCVyT10nsuoOHbMbEAlb1o7lUbxtWUmrzfIvBLAG95xtvtafCEBvvKy0MbpSs1ZtFdnLCeHJQperTX46a13ur4+PT1Nt9vlfZ/+KgAvfOELSWb63EZF12Q6pH4sKfVRG0c4bTLzvpBcSyAuEfr4oCyaelGYC5HTZW1j0CxJr9RWg76YGBWpWIjeRFAZ4pKF9fjDXHm+gLs2KvxhykoIJOL3iCE0fqm8r6x65jYI1hVoNCuuDIE2KgIR02bMG5BnoMogXvdHz+JNr38Nf/OSJ4ux9EB0P2UI5golqoV11hSdXYwKnxJdOg0AByJC5azl3OfwbsjMW5amQNnGhP3/VCKG1+eTNoMZA9J2hgDg/hkj2AXuDMHMzIyOKO/Zs0eMgk7LZAl0hkBdT2lRU+m3HDaDI9IDvgDn7jTAnCtVxSCvF4X5kp7YVHev6X6jA/I+2g15B+2GvK/eM5VB4yEUMQD84EaFBVjEK0KtLZYruu4zXzU0PN2iMxDTVNpcqcaXf3CbPtRKvsKtd99LqeIWiZq3W5bZw5GZd6mvNpdN6U2r5lK035LuB64IutyPlGIkUmbejCsmQafT0cJC9ljNiVEQCniJxmLg9eMLx/D4gkJHdhoVHsRBDkTcRkV8UJ4bCEWxXlBZQo/WVXjY/gvxeT20Wm3uOyjG6vDwMJdddhnJZJJut8u3bz8Olpd8SeZdKq60NDbS7PNl6TXMhgyBrbvgj8g1jF4kgqPZYya42GmB5WN7n1n7QYd2hu3MT01NAeLg9/T0qJpsFbjyBYCuEp+CIUWnXVpa0l1L7Pcaj8dVcBPdG3dhYUHeU6RfgrH+yJaG9ENji2HjLsh7aNTESew05f33CJ3Zibt2dhGglDpb4W7ACNbaWjWqLOTUqhisWzrzkZTMpfk7pT/z4LnCqui0oVlhclL2htW1PHceOun66szMDO12mw986r8AePGLX0w4nt6Au10H7lZPn5n3KSq4L6D2yo6izbdMW9PyktzX6cTR/FGgK2VAzTp9SqRxpCdGNGhnH0X4zbLgistEx8TpzJcVIycS9Mn+H0mLqO+aeuZ2SYTNFvCFXOtN4y5IQLbbUe+1rHDXw1+84gW86f/X3neHyVWW7d+nTJ/Zne092d30QkJIIBAIIZSQEESqioLyCYo0fwpSrIANG5+f8iGKCIIi9VOakSZKUySUkABpkASS3bTNJtt36vv74y3nnKlnzm7YmeS9rytXdmfPzLxz5pz3afdzP5d/Hl+/8cdUGDUHeHvbjt3dSAz3GUn08hC1TfGoVUg0E7ysdYtDY1o1HPFhVLORhal2t6qqiu6RioK69kPEU7jdTSSSeG/rLsvbmW3Axo0bxR4ys7mcCQOnJNG5yCHAqO/EqICmggXN8NCE4iGTWwEAG7btwTCr6tIkrSvjtSaC+YZK+r7xCLO7MYPpyFiZ3oCxh9lOog/RqqpIorcuTJsxz8HtbueePvz1n/8Wj+/uGcS/XnsLkahhB+OJJHabJgYIuANpwXxw10qDHh6PWPreswbzpiSz+DyJOMpMwfw41h/e3z+QlkTnSaDKoAdakBYi9FAt/T4H9xjX6FC3pT2V212+fk5JDwVYzzoX0E7S/eDYmbTwMDgcFUzWxsZGHHfccfB6vYjFYvj73/8OAIbdFfcKo9mXMx+zZ0AkEdKE/nQvY5vFqZZI/06qwq8xvQmSBEAyVuYzJdF9Pi9tf+CaHgrotRwbovuEO2AUzDo7xfm12F0PZfxa2tsUjU5fqGij0ytKDDKYHy24/DQY8YXpzWuuzMeGrVVnlx8INVicijVr1og/92nldCPkwbwCUzAfBWKDtN8aGeh+Lh8NjqL9wI41QGRQ0F8xtAfw12BcuVHdfvofL1qe/sEHH+Dvf/873tm4BQDw5S9/WWxyACDEhDg1PTZsVOhSwSnEyTgbE0LpPYj00Qz9QBdNgGg6GwuTAZ5yGmSH6oBEFCdOr8YXL7oQ/3v5KVCSMVFthKoDuhuLDqXZ+eeff57exJoLg1EWeHlMTnuw1mgdiEeY0YlRAxkdxJ59hliGxakI1Bj9PmK+L0FDQz1u+unPMeWkz9HZ6ln65QGjMg8A2zu3obuHvldleZD1AQ9nFiUCaLKhaiIwean1mmIUaoF4FFXN1ElIrRBQsTAFcAdQV2ecd14hAIB1H2an+73zzjt0KT4vNaI8wWEO5jmDA6DJGk61ygSeuAhUAbVTMb2tDqpKz9/bm3aIz0MG9xhVHQZCiOFUNFXR8x4fNmj2mpsyZcYvAJJRTJg0BUcddRROOOEEOt4pF1QdiA6ijOlbRGNxRLUg4AuLYN7iVITqMOmE80Sv358ef078qatnANsZRbelqUGMBOzYYT3PtE+RXpdWuh+rxiWTQDJucYhyOxUZKgQVBrV2XItxDvh3/NZbb+Ff//oXdrPrpjrkheLyM5pehH5Pw72mYL6GUlQraCLNEsyrGvpNqrpU2I2DJsWC9e045YgpMKOxsREulwtLliwBAKx4dSMAGGOJgl6rAB6bdd03MIwudp1be/dYVQKqcU746EgSN+4dQijDg8FcGUh1KirDZdA0zdDP4L3AsUE6UjJQg0YmskMIwa5du4zzAl4h8AFQUF9Jv8MdO3bQ/ShUTx2KirbszriEFZpuJNAVnU6eUFUh3YHKVvpfliR6X0JjNFmXSasmadxHiTjtt0YGuwvQgNVTRu1RTwe95nyVNHh2+TG+2qikP/PKGstTP/jgAzzxxBPYvLUTqqriiiuuEJVCADBmZUdo8JWLZq97aEU93Gq0rrmDhh0d3Eur5Jz9l/E13HQv9ZUBiShOnV2Liz5/Af7n4pMMimySVdSTSSw6hlJzLZV5RrMP+FlCoXICvZ4jzLaaGVQKbRnbunWreP78+fON9fgrmQ/kpnsgCxJbmptw0y2/Q/uMwzJ/DhN4AiaRSKBrZ6cpmA8a37GaJYnOwZMhHKk0+9iwIQqWand5MD+4F3VNRuXPYnc/yJ5E5z3M1dXVqA3whGjUYGwlYgBMjDjex65msbtcU8FfDXhDOIS1LCSSBGu3MLsbGwTh49VMiMViQl9pQlM1Y1hEYNHJKW9hOjlJTJ8xA3PmzMGpp54q7r+sUFQgOoQQU4/vGxwCUVQgEUEP05BJDeanT58Or9cLQgge+Jvh03b1DIpRhG3jDFvXYaJfC2Sj2UcHCrO7qW2HjL1RXmEK5uspczOZTIqpGm+88QZeffVVUZmvDnlMmjqE7i+D3QbbZrCLXn+6lYkmKvMsiR70sQQYb3dlYyKrJhyGEw5ttSy9sbERPp8Pxx9/PADgr3/9KwBgXx89J+UBr6F5A1Nlfs8eOl4TGYJ5l4/Z2ARltzbNgxhRx+8dRbEE87nsbg0bh0c/T9Jg1sVZclD3iHt9aGhIMAYsdtcdBBQikug7tjM9pvImGrfkaNcpVshgfrRQ3kSVKwHDqVA0JsQzQI0eIVRApW46oKoWp+Ktt94SL9UXaKcbocaqPFDprHrmXCSiw9ixl27yGVV13SxrNbSHBqe6lyYaCAHKGuAf3k5VvwE8/TzNYvLMZl9fH773ve8BAE5adDSlUbv89DMAdA2xQfpaup/SClMVys1r0Vn1nFfmeTAfqjcEh/wV2Z0KT4gaCX81EB+C163hN7f/Fp854VAmnKFBKONrbtF/29HRIYK8QTb+w+9100CJB8uxQbFJi0qhywfEh/HWO+vEErhyJgC6bkKYSmzISCbwgNTlo9m9HKitrRXBXGdHR3owb+7jTQVjdaCskW7s3JCbg3lCgPgQqpn4FncquNBiVUU5TRAFa1E77Sjx0u3t7TQ4QfZgPpFICKdixuR2+jk0VhHjQRJrPRDr4YyUbE4FwDZkFVB0+LUkJjbTzPXq92lm9fRrfoXpl9+L7YOa5Wm7du3CIKOqtTfV0PcRPfOakWhQdSDSD81XhpdffhnPPvus+A6yQtEATbPOcB1OAC1HGpnqlCpDoLwSN17/nbSX2tPTjw42y7W5qRENNfTe35YyV91cmbeorwZCTD2aOzPG+2YP5t2G0QREMF9mmgXPnQr+fnv27MExxxyD4447Dq+//joA5lTwfSQeYdRcYjh4e7fQn1n/bVD0OjIhHlEh8BiOPHcsVB0Y2ovbrzpTXHuAESwtX74cAPDU088gHo9jH+snDge9hhAPIag2jXfbvJlWPS1OBacZJ+NGJU1UXU2sEkIwviYo+uMzVeYNp4I5H7yyz6vCsSG6n/kq0FBlUA55/56V7uejlXkWzG/v7GSVZA9lPGXraZZIh+oC3UM0kYgT301sUFDKud3ds2cPVq9eLZ4u7jeNB/Og1U4mYDXQ1yfu+4yVeW8ZUDMRGH8UG8XkonY3EQWCNahK7KLjUQE8/S9q77nd3b59O26++WYAwMeXLEJbWxu1MaIyrzC7m2CtVjlo9pqb/gs1GKwRbneD9XRtwz3GGMVsr6FoVHQuEUXQ58Jvf3sHzj52unHfmGbYLzp2IQBgw4YNgto6yJg+fn+A3mOcTRAbNO43QbNXAc2Dd999VyyBnxsAhiihojFRLZfRB2wT5iS6xe6WBdg+EMnOiOPwsPYDoSGkm1oyCJCIoDolmBd2t6qKFSUiqDUJ4FkYcVkq84lEQiTRZ86cSQO72AB9b5FEj1BGnKjMJwwWYTaoOr1uy5pRGdDRVEuDxzWbOpGMx7HkWw9j9qW/s4jhAsDWrVuRSND3aW8Ig1bmo/RaUzXD72uYBcQj8AQr8Prrr+Pxxx8Xe2v2NWkACEJsGkk8nkAkmgDiUfTw3u0Uu1tRUYFvfvObaS+1e18ftu+i38OE1nGiPc2s7SDAilZ8H9B1DW4Pv16Z3Q0a31um8YIALDR08XkSMZRXmO2uEdj39/ejs7MTxxxzDBYtWiS+55qKcpq401zU9gdrDHYZn9ije0UxzWx3CSHic4T0BG1nBVhhkNldVcPvrz7DsnRudznVfsWKFUgmkyKJHhZJ9AiQTKI6RK+tWCwm7Ft6Zd5Hk/2mwF2MpebniSBjZR7IEcxz318E8+ye1L3Wghnbj9LsrimJLgTwANqWHDbtPSUCGcyPFmqn0Y0aMOh+YtRUxOh5I0manYbhVLz99tvW3o5oklYIRO8e60NK0I15185OJBI0+5rmVPB5754gre7rbppAcAfojR+sp4r2rLf3gw6agT3ppJPES7zwwgsAgEs+dw59wB2gjhF/fd42oOlM9ClHhcDHKgTc6HqC1KnQXIz6l6TOSbZMGKPDCJodH70GQkfJcQed0RCnzDkKdXU0EDzllFNw3XXXoZ81JgcCzDkyUxXXr6D9O1wlV6fB/IT2NrEES9AXrKXrqZpERd14z1wm8b4s0HUdtVVhAMD23d3oZuPiKsv8hnhKLgMMGONnuFAid24Aka2vrqDvkUb3q6gAp+NNnkHbI8JBH6oqK8U1ufaDdKfi85//PJqamvB///d/AIAZjA5Pr23V2AzjUbqziAoBFcHJ2Y/IR0GpKhAbwKxJNIBes6kTvT09ePRf67Bu21588pLrLE8zG+WW2gqIyisP4HVeyVEpW8UdzO9McHiCQKgRIVNPet/gEJCICkGY1AoBAFzxlSsxe4a10pxMErz73hYAVIiJO00dO6yVGHNW/5lnaJ9fU1013F6WfIpHAFVHeZnhhGd3KjLQ7AmByxuAz00N4LgGq1PxyCOPoL+/H7FYDE8//TQAoCbkpvcLTzRwMSTWd4bu92kFJgPdjxBiVAiCZUD/Ljobd3AP1QFhTIq66nI8/8Cv4PF4UFdXR+dLA1i6dCkAOonhzTffRF8/dSrDfrdBh45HUR007hcezFt69zS2XyVjpqoAT94NMfE7HSBxeFwqmhrod57TqWDj8KjzyYI/gDr6igL4KuHzelDHxj/y5IjFqWB9q5yOv33HdnrtEtA9r8QUdccUnBHHbS/XcSAJet0y6iTf41599VVRtQFMVVDO4iCs8smFD7uMfuaMwbynjF6PoXr6nrrbaIUKNkAZ6sZ4phj+QSfdX81298UXaUXxkvNOpw+4fAbFlyfRVRbMxgZzJNE9NEArbzYSTJ4Q3f94u12CJSn4NJRUaB5DG4Yz3zgTrXcb0yRgtHSSxKFzDhNO/AknnIDrr79e0OwDgZAhFsuS5XQWuKk6p6iA7saECQbzyrJP+6sBKJRN4y1nbJhEfjtpQjAYRChA7+Ht27ebgnlmd+Ox/HZc041WHcCaROd2N0t7W1VVFd3fXQFMaaI903WVIVRWVoq9Ze0H6Un0T37ykxg3bhyeeOIJAEynJlRHmRYEpiR6DBZGHK/M57K7qk4LTWx826yJtHq95r0O7NiyDs+8tQ1rNu3AFy/7f5ancburaRoaKkMACEusmhhxYvwwZZHYtruqC9B9CNUaAVXfwACQiGBfH72mMtndq6++GlMmtFoeGxiKYPNW6ls31NehiWmYdLDRzhYwcWRu9ya01LNi3LBhd1kywOPxwOXKcl65npL4PDSJHjTT7GvDxmfr68PDDz+MoaEhDA8PC2p7dbmf2geRRGd+iMvHRqwyjRC2D5gr85FIRCRbgq4kZeP072KtoVwPoRfNtWE8c99tcLlcGD9+vBhVvGzZMgD0PnnjjTeQZG1k4YDHYLGQBE30M2S0u2DrS0as1Xjufyc54ziCcr9bTDqwn0Q3vQ8/57oHVVVVYh2vvfYagMzBPL12ge3bOwEwyn+oniY6SwwymN8f4Jsnp9nzTBhJ0OCLiZvNmEF7vP75z39anm5UCNiGmIjTKvjgLkDR0Gmq5mWtEFRPBpoOZ5l8dmP4q2imr34W2idPszzl8MMPt2yQoWAAyxbxXvEMFQJVpzdTrt49zUONfXkj/Zkkac98Mk43yFADpc9xJdFsr6EohroqpxuCVdTjUQilfwBKwyycccaZAGiV4Mc//jFefotSdP3BMnrDmysEA11U+EJhwSjbOH93+6+xdOnStO8G/ioArNLjKzO0EPJl9FPAVa47u3rRvXcfAFOFIB7Nfk45uDAWn6CgewynIjYEaC5Uh+lG1d3djUQiIZyKykrmYCYimDhxIlbc8QM884sroCuEOhwA1m1Ndyruuusu7Ny5EytX0l7wmXzuOHeiLZV5zZRciBv3QDYInQl6TfG++bc3bceOTW+Lw1585TWxOQOMlgwgFArS3kwkqdPKRbBEZZ4JNnmyXGeZ4C0Hxs23jKPpG6DBfE+OYF7Xdfzu1v9GS10lLl4+Vzy+Zj1lijQ0NqOpmjq+fCqF8WQvEB8GIQR33nknAOCzZy4xesIS1IEuD9B72ufzGT37qeD6Cxz8/CsKprZQx2LeNCNp1d/fjwcffFD8bqZ1wm1yKngw7/ZRZk0yQc8rqxSanYqhoSHhCIRcSaqf0LWBtaqYEkDJJI4+8ghs2LABq1atEsa8rq5OVGHMo6/CQY/hyMcGEfLQSgoAQVtMp/v5IWbLA8a+GhuGmHuboA7wpRddgEmTJuHEE08UT+dOxc6dNAFTw8baiN49jtggvf6YcN2py6lj9NBDD4nzDPBg3gOoLtSX0f2rt7cPgxHGZKmcQBlaEvZgptlzuwvN2A+YMzxz5kwAeexuMsESPBqtYkNFxx6aSNI0jQowpYIH1+6Q0LaBxvrFWaK/va3V8pRjjz0WbrdhO6qrKrB4PtOfSaXZRweNe5gks7diaS66d9VMNRLf7qBxHtxBI+mRTVxRVdkIVra3QxH3Bvp2MDscE+vR3D58/OMfB0Dv0+9+97t48y3aSuAPhahNiw9Tuxbtp4n4hCmpxnR17rvvPixduhSvvPKKdT3ecmojAjVs3BdL0hQQzANAIxMe69yVkkTX3NQPsGPHzX3zqtu495kQb3WWKTKVlZVMdduHWePK8ehtN+Kp/77M0N5Aut3t6+vDgw8+iM7OTiGSPHPmTHotD+2j540HSTzxZGbE2QrmwZLogziETeV5e1MndnywQRz2l7/8RVSMAcPu1tbWQtVdNBESHUy3u4TQeynXlIBUhBqA9mMRMonN9Q1GgHgEPQPZg3mPx4M7b/kJmmrC+MIyo+1izYYtAICG+nojiZ4lmI9HI7j77rsBAJ89/SQjKcj0d8oD1sA5IzSPNZhnTB/N7cPkxjAA4PBpxr6eze7WlAeo786T6Fys0uWjFHte0NGtSfS+vj4Lqy/kddF7dte7bKqPaugbKApOXHwsNmzYgJUrVwp2XFtbm/ArzGyZcMDLfHnKgKwyJdE5QzKr3RVJr5ghmstbVpnNvOzSSzFlyhQsXrxYPD3d7rLXV1QAJp2o+DCLd2jiiLP6Mtpdlx9QFZFE37W7i40DJNmLk0UOGczvD4jKvMtE2VNpBZgQKo4D4HOf+5zYxM2wVAiSSYNiE+kDogPoYPM5KioqLOqvAt4wAFahj8eMqnj1JEofqZmMa7/+TRx99NFQVQVutxvHH3+8hdZ22snHwcuqd9QAm2n2Q0amnhvoTNDd1Jkx91xpOv050scCAB91ErxZRJ50N33P+BB1kghharZJWvXo38GoXbqglP3v//4vnnvuOdTVUQeKqwYHQmGmLNxPx5zt20pfl2f32IgMAJg153D87W9/w6JFi6zr0Vy0p4bPXg3Vs2SC/co8ADTU0mB++54+dO/lTgWnVEXtOSn+apqMAFifJ9vYGFuiqowanmQyiX379lkrBIAwOMuOmYN5s6YAiahIDiWTVlEW84x6jhntrG+UO3xmp0KImxCTEE+uyjyvqlHmR2sTdZY7du/Djg1vWg695pprxM98g6+vq6fffzLJlFI1a4WA0xGzJY2yrsuDgM8rqgrvb9mKe/74J+xmmgqZnAoAmHvUcfhwxc/xqy8vF2No3t3UwdZanbVCsKu7Fz+/62Hc+bvfCXGuz3/y48Z9F48AuodmyJGDYg9YesoBGJW1ZAIrfnAe/r3iQRw+vU3Mat6yZYuoCgAQwjHV5QFWLWFOhaeMXvu+KiogVzXBsg+YnQqLmFB5JbDjHUoPNLM2+LWjezBu3DjU11v1M3jgtHHjRvFY2MeuF0ZBVBJRVPMkFUNmIZ6oiYaawalIxoBkEl+/7hps2LABEydOFE83j8kBgBpWgRPiZLw0Hx+2BErnnPMJAMA//vEP7Nq1yyrEwxKVDSHDFO/oYQmH6ok5p2JIpEB1UUdVUel+QpKAptJkTaAGXGPkoosuyuiMG3aX7aWJCOCvoYJNIELJvqGhwdISIqB7WbDMaOU82A7VUce7fha+9Z0bcOTcWULY6bjjjhMsFAA462PLoCvs3khLojNGHG8TyWUjdNanzijLgvkWHaDr0dxGUJwNfI41nw3PxWxVFw1mOaWatbj97ne/wzPPPCOSb8LuBstpoBwbpN9FfxejxDIbI+yDB4cfTu2upV8eMPwIzi7Qmd9QAM0eABpYML+9u1fY3Yoy1jMfj2VPkJjhKQMiPca6uN1jAVIVEwUbGBjA0NCQ1e7y+dUDu3HawjmYPW0CkIhntbuZgs4ZM2ZQ34fP6xZJkShr52TXD9/787W3KbS9DbFhIY7csXsvdny4yXLoddcZrDhhd+vrjZ7o2AC7/zSDVZqIGmwSu1BVwFOGkN/wK9e/txl/fOgxoWWUze4uWLgI2/56M35x2TLx2LvvUx2G+rpaNNVkDuY7OjrwP7fcitv//A90dlLdis+dtQxiPnqctmCEA/Sey2l3TXPY6efhSXQNz/3wE1j5+D2YO7lF+BRr167Fyy+/LA437K7fELOMRykrVPPQ62+gi94Pmlvsa2ZGnMXu1jQBXRuB/t0QIzeF3aUMotbWVkuCUlGUzHbX7zK+y9gQ3GpSaARxZOyZ56rzgLUyz33F6CCgufG9738f69ats+gZpdldnkTno2Y5ogPgE3IA4JxzKLP4qaeeQm9vr9Xu6h5AcaGhjO5/iUQCXf3MRywk8VREkMH8/gAPJLiiPUmIvhlUtorsbyAQwJVXXpn2dGvvHqMIuv1shFcvOnvoJp2xKg8w+nqC3UQmUZdAtagQHHbYYXjpH8+i64U70bltGyZOnGgJ5j/x8eWGkXIFIEZLcNoebyGIDWU3gLqXUkWbDqcOPFfj9oQoTS0RZfT9JM3GZoLGeq8iAyzgJ6xfjbB+xAhV9dRc4CKBmqZh8eLFmD59uuWl/GVhJoqkAbs30LXHhgw6GJsZb94gM8JfSY25v5KeU1YtLQSN9ZTO1LmnB3vNPfOM6mvr9fxVNEMLQCiVJmJCx4BXCABaJUgL5of7qGJ2dICNQYzhzDPPzPhW5rEgHDPbG+j7DXQZzAbAqHLythK7PfO8lyo2jEY2uqezqwc7tm22HPr888+L6it3Kurq6yEUlqMD9PzpHsNgsSC44NmhOg3kecB76de+hc9dehVuv59SHrMq87r9gO6HqumoKqfGRcwmryoXo2lSnYovXvFVXPnTu3HRF74AAFi0aBEmTphg3GvxCKB5UFNOHZ2cYkKpNHsuypmMob6qDEfOmQYkE+Kz3XPPPYKaZ0ZNmGk58Mq8y2/oQgzspm1Dph7erBWCSUcBw3sNI8yrSDyI1jN/N5z6xxV3ARijsjQPvd4TUVTlC+ZFhcCUdHIHTE6FzhJcmauenAIozktFiAU0rIWKIzbImDNVwITjcfyJJ6GyshLJZBJ/+ctfrEI8AOAOoNZv0Iq372MCjvnYORJWaC6T3eVaKiy4MdmXiooKXH755WlPtzLiklSnJlhD7W90AJ1dNIDLand1Dw2yyhrpNcYTvPWH0Da8msk48phF+Pcjd2L32y9g27ZtaGlpsdjdc844zahg8WkxPFGUYEwBLoabi7bMq4P8OhZztGmrEUgyO8Wewx2kvba618q88lVQu8P7VZn6uMvlwoknnmjpAQcAfzBE9+BIL7B7PU3A80kw/B8TwMsJbxmllldNAirb2Tl2zoiz2F1FhRDYyweuPwAYzDyAXifxCKobjOTMnj17UoJ53UggDu+lPyeiOPOM0zO+VSa7O2PGDMa+KGM6Kux7iUcNn5H/zhItWSHsrgLEh9BYS+1J5+4e7Oz80HLos88+K+yDsLt1dYwVmGABGdNX4eJkSYfBke6B3+cRQrgXfvkanH/l9/CHBx8BkMPuekKAqsPn9SDA9CmE3a2tyFqZv+CCC/DVr34Vl33/NwBoe1dTU5NRmRd2l36W3HbXkz6aDgCQRFNdJebNPxIKiSPIkhW///3vM75MdX0za3VhNs7lAxoPpZ9xcI+1SIYcdrd5OrBvM022EIDqKpjsbpbrI9XuqqqCoEcxJdEpTb6KtXNy5K3MJ2MsUcho9lwkPEvbUJrdFUl0TrNnvjo/JyxxuWzZMgQCAUQiETz++ONWu8uS6PWmJLphd20k9IoQMpjfH9BY9krVIHqZXV7q9FVPtRx62WWXpWUZrZV5UyDiKQM0Nzr30Isyq1Ph8kF8tQqy93/Eh1BRUYEqloHjTkUoFMKS4xcZgYDGKpzRASOY1xiNMR/dT9Ug5pVyJWt3kLYb9HxI3yNQi6yKzTqj00Z6DTXcwS7jvSvaBAUqVTjO3H8HAIHyKupEKCqttiSZKE+CbWjJOD1v+bLz/lpamVA0w0nJMYouE5obafVx6/YudPdQyl5luIyuIZnjnFrWUUnXb6ZfJqJseoILFT5NBAgWp6K6BkAS2PUOsOl5+p7uIJCI4VOfOAdul/Fd8Cqp2amYMmUKzj7zDFpd3rGajmJKmMRMEhHje0jGTXS/PDR7qPR6jQ+ikQnERaJxrN1MqeitDTQATiaTgnLN6X51dXX0Oo8PUyOhug1nmiSBxLAzhVLmYIaCrNcypcc9W4UAANB2LOALG5lkhnpfAk116cH83r17sWLFCsuxF154odFewoV4dA8+tmA6Lv/UyfjZz36W/f1T1ewBCMEmLliYjIlg/qmnngIAwWjhqC5nFQBemVdZ9RHEELnkzgZyVObr2un37Dadj0TcSMJoma/51AqBx+2CVyMG2yM6QEdCVVur2Gn7o4s6zpakk8vPkgExurZIPw0AM9x/F110kXVdFWX0+xAjcnjiKMr6ib2AvxIulwunn346AEr5s9D9AMDth04iQthn+75B5JwPLZEZqsvarpNIGMFNebPl0K9+9atprDZLZT6ZYO1KHhH8dnbtA5ArmPdSO+AO5G69ig+jqrZeOKnc7lZXV2PRscdag3nORBNJdM44yJPs5dXBwb0GJZwHoYLZliMgAShzbqiHJvMVxejfd7Pk/nCvwX4yIc3uhsKsbSEB9HbQ74MH87zHmyj5bZ6n3PBBSJLuhwXu6c1MC2Przm6jZ76i3LBRdpLo3nLjnHI7l4hRPy0eQXWT0bqUFswDjMarGBXKRBTnnfspEbgCme3uzJkzcf755xuBpL/K8F8AU4DGzjUXKsxVmODtkoz51cgq13t6+vFBB7V1XAV+eHhYTH+w2F1Ou44N0uuOf48kYa9lMBM0D0ui0+fatrsuH7vvVIOOzVBfWYZmlqww290dO3bgueeesxx74YUXsmIAb2+jdvfsxbNx6aeW4kc/+lH2tbsDNAnGx5XyZEkixnzGKACCYIB+tmx2t6ZlIn2N1MRcbBCiOGK6Z7LZXX/9JGZnXYDCE4NxGLoTma/5VLsbDvmhcH+CrykRR3W1lV1sFp8T5yNptrvmyjwr/MQHs97/F154oXVdvEilmtrbkkla1DMlbX0+H0499VQAWeyuy4+QlmDTNlgwDxv7UJFCBvP7A75KGmQqKt1Ik3HqwE47jfaPm1BeXo4HH3wQl156KT75yU8CSO3dY06i6qYbb9VEdG6nG1tOp0KBiVZMMh+XMlaOK1hedtll8AaChlMB0EDJHMwrjGmQL6OueehNy6lxAE1KdG+mTrMnkFv9XVHojT/YTUdihepoBo5/Jm85AAVCDMvkWLS3t1teyh8K0w2AOzScbZCIGnRsRcmfmQvWMhFA1k+pqAUH861sJNjmbduNETkVFSz4IvYcec1Fz+XwPqMHMhGlwcnAbmjBKuEwWirz1TXUyEb6jESLTinZVRVhnHa0wWhoa6OOCR8ZpOs61q5di4ceepgmCvZ+QM/HwB7rZs2/D+5U5OuZF0kYhVbmaw1H8811WwAA09pbBP2Kq1Bb6X5+g3bIFXUB5lRErEGkXTBDF8oiMpczmA/VAqqOmrD1fRtCKpp4haizU/SUP/LII4jFYigLBfHbm67GzTffjM985jPsWmBOb6Qf0NwIuAhu+falwlhlXrs7QzDvMqizjOrKRaE4vvSlL1l+r6kIGY4D7wWcvJQ6Tqpu9N8xp82sqsv3MkVR4K9rp+rGkR76ecwzpnM40pmcCnqdDNHn7HwH0DxYspT2yC1YsAB333236I0W4HOZzUI8vDLPhXhiA0ZlKQUnnHACTjvtNPF7ZZhpcAi6H3Noh7rp/RSoFceeddZZAGif9r59+yznCe4QEB9GA7smduwbMhKhEvah8SqxZtCf+b2TEszX1NTg/vvvxxVXXCESLVZGXJxeoi6PSIZ37KH7dFa7y53irg1s/nMWO8ICAw5ud//f//t/0D1eYx9VWWKZ9yITYgRr+RhGmocGnAM7Wc8/qC8wsBvo2Ur1LgLpLX4WuPzAUBdQOxUoa2btMSyJXj6eJRm0NFuVZnf5dc5ZU0liOPJCA8BGVdxfYdjd6AB9vr+wNpTWcbQ1bOOWDvT20xaGynCYvhaxaXc9ZZakuRChiw0BsUH4q5qF5kdGRpzugRg5zNhTjQ31WHL4FPEWqXa3rKwMa9aswT333GM6H9V0DWYBPk031pNM5A9M+HXEkjUWu7ueVubnzj1M+BGpdldU5kmC2SaTlgkfV+uoMs+S6IHMz81pd1uOBLyhtGC+wRdFU4Zg/uGHH0YymURNTQ1+85Pv4Bc3fg1nnHEG20sUep3HhgHNjXKviltv+LJFuDIN3nJ6X3AmKsDs7rDRzkFIGj091e5WV1UadpEn0ZsOo+fX5af7iClRksnuBoNBqMEqVuH30nVxvSkoEEKdGZBud1nbTZLpMET6gEQES044HgDV/7jvvvvSknmZK/OmYF51GbY8A0477TQxKg8AqivKWOzB/AawhGekL43hy+3us88+m5ERh/iQaHktdbsrg/n9AbefGkA+mo4bX08oYyZ5yZIluPXWW0U2Nt2pYDROTQc8IXSwuZkZZ90CbExUHX0vT5mRvUpFyli5ZcuWoaenBz/4wQ+s9DHAGIfDgwpO4c0nFqF7gIFddO1sjJRQaA630IA+UJf7NdxBSuX2hen7D3QZbAc+956wtZqo3OlORRnr9+thvfIsO8n6oUCQm2nA4S0zAtShbmpU7Sq1MrSOo1S8D7d1IhKlzltFRYWRILG7obAgnD5Hp0E6Vy6tnS6qlV1dXcaInJo6em1VtNJe0qFuel6YQul5JxwiXn7cOCpEx+l1lZWVNIhXmdBNzVSgfhY1XFxXgQsjqaqRNOEJl2zgQjxsYy4vC8Dnod/lm2tp73hdTRUOOYSubc0aKq5kqRDoXmtChvcbc8psIeJ35vMLpBlejpxOBQDoXtRUWN+3PgA011NDGYvFhFDSAw88AAA4/bRTcdGpR+LKr3zFGP0nxuv1GdX1fE5SKs0eYNcIdyro/RhMcZguuOACi/JwdesMev8ycT4AJoo8oyFqbnHNZurdCwaDUDSN3ivRIaP9iM+YzkFv43Q//lrhUMAQsNTc1NGqmYpvfPObGBwcxMsvv4zPfvaz6erJ7oDhtCeZo+kJGTR7lVX5c1SSzEyICa3j2L3H+pIJoZ9toIveF6aKGB9vmUgkhBaCcCo8ISAeQT1rLdm+l30upTSdijGDt5wmFrkIF0nQPWDC8YZYlAmnnXYafvnLX4o9Mi2JzhNObMxg51567We1u7xFq2sjHVWb1e5ag/mzzjoLPT09dLQW34c53H422lY17K6dkWy6B+jexEbcsmM9QaC3k9ovTyjjObHAHaCV+dppQFk9TaIT5suU1UP03qYkFtLsrj9o7BOxQWp3SZL6A6pOXwck/2fyVbJzwQIlX0VutlcGtLawYH6zQSGvrKw09HLs2F2z7g+31YkoDWYTUSjBGnFN7dy5UyTvRDDP92Wuxs/s7tkLZ4i34ME8t7uZtJXgr6J+THwYQpuGjzPmYmD5zqmqgZ5/2mZYV1Uh9k1ud+vr6rPa3fr6eiNhlohYk+jJJP1sDivzABW2zYScdrdiPKBqqA5bbXa9a0DQ7Ht6esQ8eW53zz77bHzx85/Flz/7cXoOdA/AdVCizO4m4vl9XkWhftXALuMx7ptx+0uSCJoKBIqi4IILLrC8TE1VJWP4mJLole0Qgr4pTNRMlflgMEgTcTVT2AQGxbhWuH3MUpnPaHdZOwY0N7BjDeDy4/s/+ikGBwfx/PPP41Of+lT6C3EmD5v2IJigXKtG4zT7zP6Moij4+c9/Ln5va6pldlcFwPZY3oKYojHD7e7AwIBI4Bh2NwjEhkx2d4ixuwrbU4oFMpjfnxC9e6x/jvcmZwG/yARFhicCuIK7pxzo68SmHfsA5HAqdC/ELEhvuUH3SUWGG6isrIwGEGy2roDbT/vtOLWFG6F8xkJzUyVNLtjCb7iW+TRB4C3LPwbCE6IVAn81/bl7E9KUyuNMaMXkQKfR/YJM8IfP4eUV3ESU0vy4rkG+YN4XpoaSJGhFOlib+/gMaGul1EpiEvCorAizTVazv6HwOdkAo8oNALvXUWG+UL3YkDdv3iz6zKvqGoH2xbQfVHezIKZfOBjL57bhxOMW4vDDD8exxx5reTsLlbl1IQ1aAux72buZXqdcI0JRWCY3wYL/HNUkzUUTOyyDq6gqGqupwd66nSav6lvaMWvWLACGU2GpzPMMM+8HrWPOUTLJBBQd0OwBQPcImn0qsvbuied6UVNu3POKoqDWGxc0e4BWCbq6uvDss88CAD756fPp+RjqFu9PnSI/dSCFQnC+pFM5fV7PNuMxnrziFXrA4lS0t7ejtbXV0sdbPW6y4RjyKjxg0DpTZl5n6t0TgmO+MD8REIrhfH/KkuxJVQ4PhwJs1NYAHb/J+wiBzIKgHFxDBKDvm4ga+3F0gDkVAzmTJJMmTcJTTz2FW265BUfOnWXVESGE3gOKKsaPcpiruXwerzgnPJivpZ9z574B1vspg/mC4Kug14I5ie7yUTZXjoAize7ylit+jbJgflMnTbpltbuA0V8erDcEn1IRH7bYTUVRUFZWRgMI0Z7EnusKmCrzSWNteWn2Hnp8/SxDjMtXSfeE8HjWPpBnP+SsvrIGamP6drJKvNdImA7uTfMB0uxuwAtDSGyYtj8Im61CaKXk+0xeVhFXVfq+wZrcx2dA23iaRLfY3coKiFn3dhNo5lnivE2obzu9BnWPsLvmCRyWyjxvU+JaBMkEPnP8dBy7YD4WLlyIuXPnWt4utYUIAKsAq5S1yNvz+J4R5wy/PAwO3jNP6F6s6zrq2LguYXcbGrLa3bq6OlZUAb1mg3VALWP2kZEE83Td2SrzOe2uogCax+itBuDzuFGmDqGpwni9jo4ObNu2DS+99BIAUGYs/y4B417TvVRfiCeg7XyeQA1lwXCoOm3109yszSWOoKlAMHPmzDQRuupqXpk3JdEBo888HrXcM+YkusXu6h7qD/Jr3GJ3lay+Zka76w7S/cjlp+eh/hAomp7f7vIgnjMnPUHWmsLYLfGhnH73rFmz8Pjjj+PXv/41Zk2bZGXEKaCtt6qepgNi3qvT7K47aLW7Pay9rUST6DKY359QWaY3yarqscGcwbzZCQbAqjOK4by7g9g17MaGTTSrfPjhh2d+IZeP3jSD3XTDz1WZz3YD8cBWvGaA9erwyrzL2OhyQffQLHqw3qClqxqtyrv9dIRePoPjCdEKge4FyppYdaEcgGr0Z8cj+el+gQANGF1+FlgqjJIWYclpxkbIt1n7quhmHRukVMZA4U5FY2MDXC7rJlpZWW04CHY3FFFRJ/Q5vdvpuaihlD1eWedjbej7VLJA3ku/j3CLIUhIEtCVGJ558q949dVX0yoClt8DVUaFPlgL9HSwYDxJzzP/fnhwn7N3z2U4eIQAiTgaqsOWQ+rHTxQVgox0P1VntMek9ZoXIpIOKvMAoHksNPsyU2CfSTDOAt2DmrBxfE1FGXREEXBDzIrftm2bEBcKh8N0HFqglrIrACPx5PKyahDbV3IlR9h7o/EwoON1JjQJozLg8jH6LbE4FQsWLABAdRHEmqurrDoOvErA50+njKfk+9jw8HA6pdzlY/ohmtHbyRNyWZwK7hhzlFfVUaMdG6ROikmpPCfcQZOuQ8zoa9ZZolV10fOUJ8hZsmQJLr/8cig8yWKaEoDeTkrpTlmPx+NJc8jFOfGWA/EoPc8AdvcM0bXKYN4Z+P3Bg1425zob0u0u20P4+DVfOT74cCs6dlDnPKvdBei1XdluvEYqEvHc9Gd+T3PbKyrzJrsrBEZzwOWj9wifNJFM0ETapJOorfME8yeMec9wkCVDujcxBW22T7tDgDkBwZBemQ/Qc8lmOwPs3HKaPthr5LuHPSHWGhel4nGB2tzHZ8B40+QAjnBFpdF6Y/ee43okYgJLP9UAqqSfPavdBYxigq+KJbvjAEnAqyXx/LN/wwsvvJAWrGaszGsu+n307xavIRLafI/OZyO4gGEyKtiGDVXWqnedqTK/evVqEELS7a5Z04FPJiIJIwldKFhl3MyIM9vdrONYxQHWYL6+OgzFE0JNRUDMh9+2bZvoV6+vr8cxxxxj+LWA8R27vLQyz0c02mGDBGsYg5TtAarGimc+mlyP9tPpLgyZ7G51VRWzUZmS6Lr9yryi0EKgAmMfSSZA++4LsLshP6tmDwANs2lBzm47KD+XPKDnOhyRfqPlL4/ffeqpp+Liiy9mxY2Y4SMTQhNp/sq0PSQcDqclGiyV+XgENdX0e9i9b6Ck7a4M5vcnFNWgDvPNrqAKgQsAy1wnIoDLi5c20P6rQCCAOXPmZH4hoeIdN5TtMyGW4wbSXIaBA1hlftDY0FRdrCkneNbeX0XpSREmHBMdpCJ01ZPyGxx3kAXtOgs8+2gGXAETmmJ9+SmvU1lZaTGKgSDLUtZOM/qOOFuA9/6l9DNmXo+PntetK+maso3VywHN5ca4BmOz1DUVQdJbOM2ef0/8Of076CbFNlleYX3jjTfEUwy6H6MVB2oM7QCegWaBb+oIloxOhaLRdo6hPXQtXOyOV+YVG4GnoPsRcb1zMR4Os1Oxc+dOdHR0iJF5dXV17H1Y24W5KhYbpEaVt3cUihSn4pMnH0XZK0D6CKVUaG7LVIGGmjBdZ3QQTUyMqbOzE7t300Chvb2dzp0OVDNtCDBDGGFzp/sNo2xHmT/cQml261cAa59gtMwodYRjg8BAF0Km7/joo48GYHUqKiurTAkZ3agS8J7XlHYd89iv7du3Wx/j7UZMVZ8GLSwRpWQ2R2kVgtpGeo3zBAVJ2Et+cbE77rDxfj2Xz3AqeNXBDszsHoBeY32ddK/LgNRea3FvMaZPbRW93nf3RY1ASqJw8CkyibgR/OagxmZkxAEQolWecrzwDqVoVlVVCepmRjTNo5VJsziTGfzeyeYE80q1mCTjNyrzAA3W2BjHnAiPByYsZk6zagi2AbSyHqyzF8yrOn2N8iZaaeTMmkSc+gQub9pnaWpqonsYQ8DvZ8G8n76m7qX3Xzxi2C1bgq/MhxjcQ5/vzyPglwG+QEDQagEgHPRC44WLguyu2wj6FI0GaITQSQZIt7uKohiq3Py8ljUaM8yjzEYxXRdbdlfVaCJwYJfRPqSw9rZEjBYq8gVbPJiPRUDbJqJoZGNTOeobGoXd3bRpEzo6OsTYwfr6erZ3a+lJdD6azqmgmGa1u+d/9gLxM2cKZIXuoXPaGRpqKgBfGKruRkN9ut2dNGkSHTdp1pkRSXQ/E29miZt8vgxAvxdVp+y6ob30/DBFfER6gdoZCJaFxeGpdtfr9SIQDMIy1USwyszBvPH9chsbiURES6Wwuy4v2wtYEl0UXdSsSbQ0u1tRxRhxgyyhQezdL1yYNB4z2V1WVIuxJHps2P51IhJpqnE+Brsz2l1FUbLbXW85kIight1bu3uH6OfL4ocUO0pz1aUCJSVA4RS8LEirECgKoDPhiuFeQPfixTcobWvBggW5s5O6j16sfMxOJsSzi07QCicxMov8xlNURs3WrAqb2cBpQP5K43MAQNd6INRI3z9fptPFjJ+i08p8bICK4RDCjIUva3BjrhL4AyG6qdXPoueG0WxoNThu9N/m64nylFF6ueaiVTgnN7+qo7XZ0AqoDHmhDPcYwiQFVQhMz0km6KbNvldeIeBBldvtRoBXmfl3F6yjnzsRZ/NLQ+I6tedUqPT7iEUo/RFJI1svDGMeA8hVp3mvcCIqxghx1Dc2YerUqeK657R0gDkVvFrNx1JxDHYDvnJ7wW8mpATzsyaPx5YN7+L111+3BL2Zn+sTY+QAoKG6AnysYyUb6bJv3z709tL7Qox1MffJCX0KLw3mCSCqWXbQPBeYupyp7A4ZSbiaKUB8GD1MCApIrxCEw2G4PF4jOWJel6D7WfcBczDPqW3iOtLc1GByZ9g8tjDL3phaIQiHw6xnnms0xO3dL7xnHqxqy/t9hVOhU1Vdu+0Y5hnTUKiwX2yYJigzIJWebQjx0OpJDevx3NXHKLIlWiEYc/BZ8woTaxP9r5mRlRHHW+NcPrz4Xg8AYOHChelaDGa4/RCz1zNW5qPG62eDWeuCqz4rqhEEZmChpYEHplzrgovgRfpZMDE9//6h++hzVQ0oH2ck0Qkx+qMrWtOoraqqip5vgM2JVlRqZ3SvqIiJufXcp8gHb5i2THS8JkaQFQxVR2tzvfi1IuCmgoC8rcI2zd5lBNCqRllU7mBWuxsOh2mwCEBMPfCFIUbLDfeyxAj9TPbsrk4rroNd1sQCFErp5jpLOc8HT4DHRIKVT5LhqG9stIiJ/v3vfxc/08o8S/LyUXQcvMXOcXub22J3586bh82bN2PVqlXi/GZ/rpUR11AdptdzsBaV7FxmtLupNHveJhDtN65Vu9ddsBbY/Dzw3t8N5mOwlo6qDNWJawNIt7vV1dVQ+DnlY6B5IpC3t/EpTAyZkuiG3XUxNo5qEqMjORMTaXa3ZSrrdR9i67CZRBe6PyyQT8ZMuhP99Gc+ftsOOBtV1SC0agZ2U788A7LaXQ/Vvqqtpkm2Xb1RI7YpQchgfn9CUanjXdFGjU+ebLpZjVLAU0Yrv9E+wB3AC2+sA0Cdipxweanx47SaTMgVuPINy1wh4MI7vkqWabSRTeOzvT1BluHspZt892YqEsiVz3O+htegYfsr6c3LKdM8mOe98Ckw9+8FuGGID9Ng3hOAmAfKR6jkSnBwKAoN4qsn0Qqqw2C+rckczPtpwCkcnAIqBEIBn1E73X6xSZt7nwHqFAhnlCdaQnU0+I32A/u2iOoCYNOpAAz15r5OGjB6w/S8xJgByluZZ9VS06ifxjprZri+kVZ8pk6dCgB45plnxN+Myrxu1REAaGY8S7XUFlw+i6Gc3t6MltYJOOyww/I/V/egpswwUvU1FfRcaW7hQPT29mYI5j1Gr6v5uhZtGDYrBKbPQEds8YqYRjUogvVYve49cdiMGVRnYNmyZaisrMSZZ54JITLJ12VxKtL3AfM1k16Z99DrK9RA72M23iaX05lWIQiHWZDD15G0d79wIR6usswrt7qX9cyzCoFdoUTuUAFGcFbZnnVPzOpUqBqguVDjp6+xu3cYyNHLKJEHQjDWCzEqK0fwnGZ3eeuQy0sTNC6ffbsr1qBl7plPccAzwqxXYxbAMyU6bY8t5PT24X309+1v0aq925//+gpUAS2H0/cLt9B7hI+z4/tQ3Qz6txSY7a7P56P777gjqR/kYUy7RBS02qnm75cHqB/kq6BMsso2h3ZXQ5spmK8s89O9JxFDQUl0XhnlAR4gRgcDme2uQEUrpSh7wyyJHmOMHiN5bTuY95UDQ/vYRI4Y/V4V1dQzb+NaA9j+qQLJpEXRHqC2NRQKiQQNt7uaptHWAUUzAk7zNT/E2jydJtE1j4U1Nn36dLS2tmL27Nn5n6v7UG22u9Vh+l1NPBFlZbSNIKPd5UlmPvbUrC/Dae52P0/dDGD80fR65SNLPQHWFqbjrbfeEofyotOpp56K8vJypqav5Uiis33AlATLbXfdVPvCHWT98nHWj5/9s2S0u3w/AgxRXjvQvUZbHR+Tp/uMynw84owRx0Woh3uBqokZD89qd5kAKGdw7O5j+1GJ2t2SC+ZjsRjWrFmDtWvXCqpP0ULVaGFe99iiPJkFLAQCtTSjDaB3IIJV6zYDsOFU+KtpkMYFL1LB59dmpdnzYN7UPwRQY1p/iNEDlFcsroLOhwfoRjDcK8ZrCVG8fEGJ5oaYta2o1Bnh/XL9O6mR130Zz6+5Mu9168amWDuDVhu4sFekl2WXiT2BE5GZTzqvzDcam2VliCUsencYQanN17EI8XDRIrbJp2awLU4BNwSecrqxDe2lVYoKwxEJpIxkyyjEA9A1e8O0Zz82CAQq6Tq4w5OvQsDPp2pcd42t1gonn/bAKX/cqSgrK4PXy0SWeFLHLN442O1IpFCgbiZCdcY5mX7ofHt9cwDgCaKm3jAmDTVVLJh3CUXenp6eDE6Fy8pqUBSafU7EIHpOC3WSdA+EwrDG9CEaD8VXr7oGAKUu8upRW1sbdu3ahd/97nfMaGZyKhIG7d6UAMtdIWDXK9c24KrLOT5L6jUXDoetbUC8BSAfNBddbzJm/FNdBpVZczOavd3KvCnocvloH6Hbn3WfT3UqxHlSNcBbiRp0AQB6B6OIxGxWPSTSoTCqevVkGiTmCRSz2t1ALRCPYNfeAazfTGn29oP5XJX5fNVSc3XQQ++zQC11VoUTbyP45evgjLihvXQPqZ9pVPfywVtO1+KrNAoE/HPkcHy53fX7vDR5zJMpoQbAW0lF8AAWdCr52/UA+pkbZlPRS3OfdiFQdbSmJtFhagcrJImejDO/jp1Hl0f8nNPuqhr9vL4wTWrEhoF9H1rGJ9qyu7wdjmvlxAaNpHUiygTxbPTMi1GHBCDxtCQ6r9Cm2t26ujomlqxCCBiaK/ODXSOzu6E6hMJGYiFne0sqNI8xjxyMEccez2t3AUNvAwBAjFbGQnwzT4hqurh8TD8gYiTqVA3f+ta3AFCKPS+wTJs2DXv27MEvf/lLK8MwUxKd21GG3HbXbRQGeTKb5L4+MgbzmscogHFxbjtweQ0mHi/auHy08MN75vMxYjm47wIYxZuaKVnbKLPaXY0+t0ajSdyuviEQFFBIKzKUTDBPCMGNN96I5uZmfOYzn8HHPvYxtLa24tFHHx3rpWUHrxBwUa88gS+/8QYHBw1hLc1Fe8Rcfvz7P/9BMpmEy+XK36vbMIsZvRTKMQffGHKtyexUiDnmsRQnPo8R9ldS5wFgNN++lAqsDeeGV/e5aI7bb/yu6jRp4avIGBDwCoHf54UKpgbcv4P2vfP2BxejIfK+XTtBEq/KOQ3mFRVt5mC+jGVsh/YYWW47EEGNAngrqLNjmpeb06nQWP+iqlJnbWgvFRIxKXHbrsyrOnX8+nfSKoG/xmBvADadCp7YoRnwxplHiz+7Xbowwry/bNcuKhDHg3whOKm7ATCRl+ggZVv4RlCZVzWEWDa/oqICdXOX2X+uy4+a1qni1/qaKmpQFdVSIeBVQcOpYE48b3NpmkcnJwAsmC6AZi/W4mNUt4jpfGv4whe+gBUrVuC5556zHC5oodzhAyBGIQJZafa6rtPkCrJU5hMxQGXOfb4eYgAul8voNwVzKrjAGWDsR/nABRJ53x7fe/iYO97/b5cWaqnMq7TyEY9k/V6yVggUFaiZjNo2g8ra1TNQsnS/MQenGie53XXAiONj23QfXvr3KwDy6NSkQs1Ds88Fc6KKX0u6m9rSgivzCqOz9hrVLy4gZTcBxoRRUd7C2C2E+iQ5bCW3uwG/zxDxSkSBmslMqIqyURDtY2wyu2wYfYR2V7My4spYJXtgd4F219xb7aEFFz5qDnkq8xwuH/0+hvZS4UxTEt2eVg1jEnjLDEacmTlhR8yXi/7y75EAjTMWiD9XlAfh8dD7J9Xu1tWx88j7rvUURtxANxU+dorKdoSqKUuwubnZsI124AujZoJRwa+vqQAfl2tmxKXZXW5HuMik5qKjJrkyv/kYu9A9hn4AP9+Khv/3//4fnnjiCTzxxBOWww27ayrEpSbR+cg8096WtzLPqek8iQ7k9CHKy8uFWCBgTqKz75jYtLsAmzXPBfBSeub5nlaQ3WXfhcsHTDjBCOozILvd1YDyJtR46eeJxZPo6R8qWbtbUsE8IQTr16/H6tWr8d577+GSSy7Bueeea+k9KSoIp4JV0/L0hZkzaw888AAOP/xwvLrmPdZP5cdzz78EgKrp5hwFYVmDatCDzOCzpnMpyGoua1Wfb0SEbSYpFbm8cAWY2IvJUbVTIdC9EGPouHI2SQJV7ZRuF4/QxEUGKvVRRx0FAJja3kLfK9JL+5j6dxrVBd4bqar2x6hwh2tElXljvZXlIUrZ59Slgmj2JsoUD6rYxhYKhSyBkFDUBehn5ZRiXwWtDhBiqRAUFMx7yukYwvgwTUwoitFfZWdEToL1UrFrzixcUl9TKbLXy5ZZg2nDqWCVFZUZ4dggddJ0f2HXaQbMnTsXiqLgpJNOyt0zmwrNhSq34eA01FbRQKGsEeUV9FxmrhCwvYJT7SvGA9NPoxnoaIpQl13oHloRi5ucCtUFXdexbNmy7N8tFzfi6zIH8yKrbj2/fC9L75lnlDou7Mlp9mruvdFcJaDBvCmQJoncPcjicyjWCgEXwHMHjXPKRUPtwMIOYHtsjkArp1PhCaHm0KXib7v39dv7TBLp4DaPB6F57n3z9IX7778fhx9+ON7a8CENstx+PPf8CwBs6NSkrSEbzT7PXiR0UGC1k7wSZoeqb4Y7QO2eWVsiw3z4zGthorDxYaOflAsDhluy7kG8B3jqxDb2Xm5DtCoRMTQJIv2FBfNCa6OAqqAZqo7WJlMSvTxEK+SDXeyz2bW7vNBBaHKi8VBjfaD7FQ+CgRS7a4avggbiw/ucJ9H5a8SGmA9B6Nrikfx7Gf8cptaOxkmHiD/XVxvrXrp0qeWpwu5yf0Vj4oyE0OJIMpY297tQzJs3DwCdIFIQdA9qKozP3lBTJfaBnJV5RTES3YoCTDyJjbY0tXUVzIjzGVMYTEwIt9uN5cuXZx+zZ67Mp9pd7peb1qJpGtWnQBatGp5M4KzcZCKnD6EoSga7a9KJ4SOH7cDlM/rlhQAeq8yDWIX+8sGcUODi4inK/mak2l3BelE1oGoyamYcJ/62e1+/DOb3N1RVxQ033GC58L/4xS9iaGjIMv6jqMD71dkc0XxVbHMw/+Mf/xivvfYabv3jXwBFBXH58ciKpwGkb6q515Cld8+OeJ35xgWMm4iPtQAKmyGquagBH+5Jz4Dmgi8MtC0yRHPcQeZMjDcosdWTMvbuzZw5E2vXrsXf7/0fw/lXdaDzTVrp5OIc3DkoVFFzBE6FpTIfLqPJCN7/a3eTFJUTRpmKD0HMjmUwVwksTkF5C9ByJP3ZX0nPbajBspml0v2yOxUa/Z5iAzRg8gTo54gN0UslXwaXXwNCL0BBQ0OD+LPZqWhvb8fkyZPF74ZToRmf3V1G33ugi1YuRrhBL1y4ENu2bcO9995b2BM1N1wuHYfOmAxVVTFnxmR6jY1fgLIwTbKYe/cM6jVjnXADDlBn2h00RCQLdipYICsq83Yr2qYquDmI5rONM7CO+HeXZMyCtAqBogBgzA3en5gDZjEe4VQARh+eXSdc99JAyVyZcHnpmmJDAJQCKgS6EXSZlZxtBvMWpwJAwO+Fz0PPw659A/bWIJEOTrMXfaH2gnkAuOmmm/Daa6/h9gdWALEhEN2PR1dQWnFhdjdLZd5OEJ1qd81JdP6aTpLokX7rfWMnGciZNPGIMRt93JGsdS77fXvEEUfg7bffxhP3/tqoSm573egR56J30X76uezqVJjbj5z2zDcaAWZluJy2DiTihdldvg9yxmJKoKeqqoUVl9Vu+qtpEt0btkzFsR/MM7u7bytoYiEMMSqPJPIH8+bKPEkCIFa7axLDO+SQQyx7mGDE8VGQmhtiVCkXBHTaL8+wdOlSbNu2DbfffnthT9RcKHMTTBzfBJfLhdnTJoh9OadWDXuuZTRky1FUCyXab7BBC4HuYXbXWpnPC3PPvJklm4jRwnwGO8O/O87stdpdxuBUFFN7W+7Pkm53Tb6A3SkyANuDYkbhSXOx4sKwqdWmEAG8lCR6Mrv2lvma9Xq9RkJWUQFNR9WkuaJAs2tvf6aXKAmUTDCfCa+++ioAYOLEzMIHAB3TwG9a8837kcDLxEmSCUOpOwfMG/i6dVRw5/U16wBFxdqte7Dh/S0AQMUx7CLXiJx8DoF5A+G/i74XFggUEiRxER+uHA0YWeF84MqvsSGqtp6IWB21HEZj6tSpbJYsc4a85UDjHGDXu6wqyDKghBQuwsE/V6FQddRXhwUdubIiTNelwJ6yr3gdEw2S6xikXGdZnQpVNXoV/SyxkJIQcblclgpDTqfCWwZAYUrDLrYelnnN68Bymh9X4E0iFAoh4KOfpS5FYdfsWBtOhYkm6QlStsXgHuqEjsK4kcbGRvuVOQ72XbzwxIPYtGkTJraNEwkw7kBkrBDw58aj1tdzMxFJXkEoBLqXZcYZ3c6sUZAL5oSguRqdjBlV8ZTvl/dXclgrBFxsCsypiOW95tMqBObexoLofj5Kv+aMET79AKCTGDi10g7MlSherQRsVQh8Pp9Bp+Rjuwa6RDVp977BTC9RMhhTu8vtVJy1hOWphGe0u+9sBBQVr23oxLbOHQAKtLuKZrTImGGXZm9O4vGkEU9O8ODJLjQXZb5E+lLsro17hq8lNkQd8niEqba7mZJ79teYMWMGysor6LqHe4DeDmDLizTwVFSIkVSmUai21iNatxwkaFUN4+oqhPNeWRFmI+7yMyet6+D3Pvs+4kP27a4Z/ip6fkyis0AhSXRWmU9E2UhaH13P0F6619lJHHHFdEUFoKC2thYqa4OqMyXRFUWx2F0LIw5Mz8gVpIy4vh2inWykaGpqMvZKu9DcUBQFrz39EDZt2oSm+lrhK+a1u+ZgEaB+ku6h9w/g0O7yJLpmtKflQyojTrSVsSR6hn0ku911GaMgFY21/iadMeKSzFdOJu3fgy4/Swqa7C5ng8SH6fmwq0PEp8jw0Xpmcd4MMNtdS5KM2X1dIagsoz7Z7h4ZzDvCunXr8M9//jPnv6GhoYzP3bVrFy6//HKce+65lipdKm666SaUl5eLfy0t6dXb/YbyZtoTFumjF14BFQIu7rd242YMxAj+8o/XAQAT28YJxWlbyFYhsF2Zj1t/5/1qNpgGGdeie2gfs1kt347zzHuGYkOAN2RU9Pg5tdWTHWeZPIUqyoZbYOmjjQ3YF2zhvcKAY6dCURS0j6eU9poqZjRrZxizfO3ApP4uen5TNvmslXkzfGGIUUMpMG+AWQXwVJ1+F+4ATbaYZ5LHhvInSfh8ZcKMFKHOQ2MVNbLm2cCAlWpvofvpXqDhULqO4T4a+Oq+UXEqHIF9P6HaFvo9qFoa3S9rhUB3GzR7DktlvgDnEzDu1+iQqSJjszJPTMG8qMyz5FiGfSB1DrBlznwiyr5vF024mDQesiHdqWD3nNDwKKBCEB+mDifv9UzG6DUy1G1PiIuDU1STcSvVLws9vqqqSiTGzHs9ndJRBfRsRW0lvSZ27+vL9BIlgzG1u8EayrriwZYDu7vq3Q2IJZL4yz8p62/29CmWcWt5kVUAzwZF3h1KmQvvMhx4G58nDVxHxGJ3bd77nEnDKduidcFtrC3feydiNGgPtwCtx9BKdDxi2CtX0P79q7qMBKfDJLpbN6rmNdWVtCqezB/YWGBhxGkZxwXasruBzEl0s+4IkMvuakyUUKF7m8aYaUN7xcz6nBBBpcLsLoGmaaivoDa/vtb6vpntrimJ7g3RvXWom4nzja3dLa8bh+bmZsYcsGl3zQlrDt1H70lHSfQMlXlb89lTkuiCZs+YsRnuvex2121ikij0vuMV8hzISLMHjKKe3cp8oIpeF1HedqkzFozCfLQC9jTVZSQ3ud3l+hEZYGaapNldbznQ14maML3ed5dwZb7Aq3J08cgjj+DJJ5/Mecy9996bRk/cu3cvli5diubmZvz2t7/N+fyvf/3ruPLKK8Xvvb29H51joXuoAMju9UwEJrej6Ha74XK5EIsZG0kymcSqD3rwl2epCM8Zy5cU1rOrKNkF8PLdQJbeFNPvyQTrLbWZTefglPZovzFiTiip5gFX84wPUyMVGwTcpoRC3hEsGsRIDs1DNyFXgDoXfZ004aJolGZuB5rbCOYd0v2gqLjpik/iwX+8hbOXHEXPRXkzFeizC/65uXMUG047n7YqBKoKjD/GmDxgQjAYxJ49VHzN3H9vfb5O/9VMoUE0Z2EM76PfkakPPyt4UkX3grdxtNSGsXFbF5oa6iyHLlq0CF6vF8PDwyanQqXPq54I7FgD9O00erXGqg/KxWY1c0Et1SVaQ8x0P460ynwipTLv8tNxWe4mBzR7NhVicI9B5bVNszf37plp9vGM+0juyrxJwXpoH2WF5KG2m+l+3BkTTlchNHtviN5fMVPSKxmn7z/YRfUV7EI1v3/+XmZFUdDY2IjNmzenVAhU5gQPoybMKvN7P8JK9n7AmNrdUCN1ViO9NEliUwDPjEgkine39eIvf/83AOCM5ScVtoZswrN2BF/9lcDOtw3GB7ddhLWUFNLaBhhJ9NiAYbPtVgf5/c6FIbnoLb/O7Qqbxgbo3uWvAqomUM0a3UP3olABImmaG4jvMT5XoWCV6J/ecC0e//MDOG3xETToLET8DjCSmtx/iQ2lVfZt2V1fBfVnstjd4eFheL1e0QudBkWj34e/0vheFI1e++XjMj/HDHEN8Jnj3O6Wo3NPX5rdPeGEE6BpGhKJRLoAHlz0GhnoMuzCWNldfn36mL+iaOL7KYhmz8FFJHWvs/Y23m4rgnm7lfkMNHvO0CmoMs8LA6xNINJPv6s8CvJpdjeNEWfz+w010D0k2mtNCLj8dNpQIcG80Kti2l3J3HbX7XajtrYWu3btSrG7Ckuid6AmHMK6D3Zh997STaKPaTB/3XXX4brrrivoOfv27cOSJUvg9Xrx5JNPptGRUuHxeCw04Y8c4RZqlLPcfKkIhULo7u62PPZ//34fr7/7PgDgjFMLUNIGrFQdM+yIo6gpwbyobifpjVSwU6EZBpxn7Pn75IPuNcTzvOXA8F52Ttk4lHy9bqrLoOYDzNliYlf9Kt1QGmfbr8yZ6X5Os8+TT8ZpM87AaZcCePv/GNW/gMAEMJw9TlWKD6XRSm1VCABg2qkZH+YbYDgczk4z55V43nqhaPQcDXUDDXPsbdaay/h+GR3r2+efgLraGvzXp063HOrz+fCtb30Lf/7zn3HKKafQB810cN1Hxe8qxlOF/rGqEOge63ltmisMoFmIhyforE6FaQyMeMwNRAaAsF54hQBgojOszcVu3yzfQwhz+MxCPIVW5gWTRqffSaSHKjDnWUdahYC/Bm9hsutUeMqYUzFo9KgmYrR9YWBP4RoghDBBL43+n8fRa2pqyhDMawAUqqxbwSsEpR3Mj6nd1XTqPO55j1WRc+/pvJUoErGyYO555k2s27QNAHDGqQX0ywM5KvM2aPa+CgBMRMwXNmi/nAlTaDAhEqu9zO6a9C/ygdNzOb0+ztavsXNqRwtluBcAWwOnczcfDuzdTO0WH3dnB5o+siQ6s63nzKvDOafeAWxfBYDQaSH7tth/HX7uEjGIqS0p59OW3dU0YPISoKwp7U/BYBBdXV25bTanJ1dNpIlzbn8TcUsPflbwnv8kE9Bl+O4FJ+Du59/HeWcttxweDodx7bXX4umnnzZE6RSVJqjrZ9JWit5Oo8V0rOyuO0gLCG6WBFHVtMr8nj17MDhI25ly0uwBaheGe4CyoL37xgzdQ7+XoX0mu2snia7mSKJnjiey2103TThxTaFIH/V18yQWud1VFIW+VupUK7vfb6CG5on6uwAfS8Yn4vS8Du2zP5YOMBIbnOGQgRWTiqampgzBvEb9/+iAiRFXuna3pHrme3p6sGTJEui6jieffNJKmShWlDUxo67YCmgyVQl+eettAIBxjbWYP/+Iwt4/25x5Wz3zmnVTMzsVyVjhdD/eJxcdMKpagD26H3fIhnuM2beJGNuQbNDjLCNtYDJgHjYeZk9Gg5oV5qqpU4PlDhi0J8BgPNgV4eHgAVaWjc1WhSAHeMIs53N5wKd7QfuhWTDP2QZ2wI2kJySETY47tA1/+sGXMK4l/TW++c1v4vXXXzeYO6l08KG9NFAkpLAEyf4EV4SG4UBEo1ERSOSl2Ws6FY3RvVnp3Dnh8jMWRwG9ezxQ5oFE0uRUJKIZg6XGxkYLi0Psa/z9eCUsEaMsmzx7Ca8QuFwuY5KHeT+yew+6gwBRjOQXwIL5IE0QFhLM8+s1Nky/lwx6FangExos+zxnPpSPE3S/XXt67K9DIh3hZqMdzIZ9yGR3f3HnAwCAKe0taRWvvMhmd+3Q7BWF7luDrAJtTlo5odkLrRpTew1/3XzgFOEYS34lIowd4DFVZHOA92T7K0y0WHa/8ek03ixsr0zQTHuik/1P1eke1jjHGAWXTNAAo5AgTbS3cUbcUNr3YtvujjsyY7++LbtrGcnFAi3OhihIVHCYTqNhCagl8ybi3h9ebujRmPCDH/wAK1euNKj/qgYgSZXrdR8tjHjCbEljZHd1Nz2v4nevCOy5jTWPorTEErwn2wwuLqy7C/fPFIW+f2ygMLurpPgzZrtrbnUxYcKECXC7jcctlXmA2V0XvZ9t7I3c7paXl0Pln9ssyGl7lKNOE5P92437LMmS6MN7C9Sr4Iw41ipkZtllQVa7S5IsiU6viVK2uyUTzMdiMSxduhQffPABvv71r+ONN94QffVFO5oOoBdZ7TRKo7RZmU8FV6a88vxToRZaDVc1ZB5NZ6NnXnNTIZPuzawqpxk3sZOeeZVRwmJDhiNvt8rAKfqJKDU6ABuv57b3GpxaxINORaWVeUWj1brYIFXHt/1ZTJvxaIyQ4oGo3aytGWKj5hub9XyYez0FNa4A8A0wr1ORTFCHT9OMxI2ipon7ZAVP6virIESfuGCLHUdL1Q3RKc1FKxWc3j5WFYIcEHRxE9Jp9ilOhaLTf05VgrkiNU9u2erdM/fZsgSNEMFJZAwuFEXB9OnTxe9iX1MU455NJqjzl4imsUlScdhhh9FpAHPmGG1GmgOnQncDyShla2hmpyLIkoOF0OxVo/9Q0Y39KAeam2lSyrLPc6ctWIPaNho07u6LZHq6hF2EGtk+r9myU7ns7tf+60woTgLorJV5G/euv8oI5s3tJDaEdDOuRXNTG2ceu2UnKOHvFeljlfkIW4PHvt0FaGWOM1gIq8ipOk3s+wsI5lUu5OVwP1dVYNppdKQtDzR50qeQII33Tove//T2tvb2dvGzma5sF/bsLvsMmhs0ic6+62TcPuOB225PEJxmT/f2AoJOYXd1ysYrNrvbciSd3gOndle15zNnA5+zXkjPvDkhyKn/nOWbRWdG0zQLI8TSM8//V1UWzMfz7iV8NOCcOXNMb2Jqty0kWeOvZCKzpiS6K0ALdAVV5jkjjolnO7a7bI8OjzeEZ0uYETemNPtCMDg4CI/Hg2nTpuG///u/LX+7+uqrsXz58izPHGOojMqhe2wFfeaLrby8HD09NFNUWR7ERWcsdkaxy9ozn2djqp5E179jjeGAx4aMTcZRZV5n4lO6cTPahe41KLE8cC1rtLehqKyPzBMyHKNkgn4nbj8N6O2K3wHG5jFaxoonGQoRFRFrYeeQsx1SNrba2lr87Gc/Q09PDyZNmlTw0rhTkVWEh68h2g+0LqQVcUWlDmllu/1qJ78WmuZR5zHOrjVFKzyTTQij7DMjXYSzQy0ORKbH+BhHMzjjoVCqH4c7BECh945tZ41d4+Z7PsbU1nNogbS1teHll18GkJIR19ysgrOXfT/5px1MnjwZW7ZsSZnGwAITPs7RDmqmAWXNQOcqoG4mfSwRY/tC3P5YOrEGl6FTwZMdOXD++efjhRdewBe/+EXTaxhOW00DZZns7i7dCkFRQNWBhtmsxzX/NZ7N7jbUVOD8U48prHIEGFUfM7gDaicYD1TT8an8tUQS3V67XtpaNJcpmI/b3z84LT42ZOyl8SgbKxXL/VzAFMzXUW0a7juoGksODFM7YRdihOkI7C73w3jwThLO7a6g+qYHFK2trfjBD34AIH0spR3Ysruc1ROsoy1LvL2NT5WxA/4dhRrp50gwBgW3vXmfb7rWVRelTXMqdbHYXVOiJq/dVV3GtBPxmGb4r07g9huFmkIZccmkwb4UI9myB+JtbW3YuHEjADMjTjNpZzDx1+hAXnt16KGHYsuWLdYikLndtpDvN1AD9HRYiwPuANXPKKi9jX1uXriKD1MmUw7813/9F15//XVceOGFxoO8LdNfiZqJhwF4vKTtbskE8+Xl5fjnP/851ssoHNzo5Kk8cZid3qVLl+LBBx8EIQRXnLsMAb9NSrnl/bM4FfFI/mBc91BWwUAXo5O5gGSfkcm1+ZmMtahGRY7EYVvJ3ryeaD/9X/fSnz0hIGxD6IXPUfWW04otp+qpGs0OhhoKW4sIoEfJWHHaP0k6qMyztXB6WIbPcdVVVzlemu3KPFdLFc6a36iy2wE/zsWEc/jYIlW1WUHWDApptJ+eD+6MFAvN3oT8wbzL6A/lSMbtjRzKBrefKf1zRXw7PfOsFYRXwBXFmKuciGbdR8yMECuN0cWCgShNog3vo995HqQJqIkxOQWwWVxe2tu5Y7XxWLSfOgOJWOGVF81tnSCRZ38+9NBDsXLlSuuDpoRrTRWtUu7evbuwdUhYwede2/w+zXb3lFNOwX333QcA+Op5y+HRUHjyLFMSXYwutGHD/VXU2Y6xXmyhZu8wiS5o9qyfuiBb56YOs4f1zMYG6Xx0ZGD8pT2XvU+wBti7yQj8OEsPKLBnfhSCeTN4cqHQwASwti5kSdJ84xvfcLw0W3ZXYTZv3HygZ6sRcBYi1MY/d+NsmhDgSXSeBMoHcxI9HrUmRYulMm9Cqt1VFMWqvZU6GhIwzqtTu+vh+ixR+z6eYI4krG0dgCG8mAHZ7a6bJiWH9hptLjb2InOlH4ARzBfKIg3WUVsLlkyLRygbxIY4uPX9OSNu2HTv5f5e5s+fn253TW2ZXBtg975+++soMhTfnXaggd+QNg2w+eabOnUqbrzxRnz84x/HV87/GH3QCcUutXePb1R2byBOO+LU+Bwq1rnXws4Fr0TZnXUr1uFhY8YUo1JiN0gTgaIfQliM91LrblNG2yZ4UDNaxspCsy/QqeCOZoHXml2cccYZqKmpwVlnnZX9ID53FzDaGMz90XbAK2ia20QL1YwkUD6Yr/V4BNC8pv7Q4tvqvF6vpb9N0zSjHxwwAl4zElHqVDt1KnQvC+b30t9tV+h049zynjtVy9ozDwBz584VP6c7FWxiAddHKHRf42syC+HYhTfMRMBYMBLpo6NzSMIQTCpkDTFT/32hCU7AqBDACOb37dtnmWoiUSDEXmjvujJfn3PmzME3vvENnH3WWbjkk0zkyxHNPiXY5feynXtXczEdh31GyxGvIDtJ6Gseg6Zrd4qFWAt7P90LMTPbX0krufmge+jEmEC1QQ9OJgCwZK8vXOA4SFPv72iAJxcKpQwDpoS+bv19lHDWWWehpqYGp59+eu418JYngH4eXwVlLBaaROf7OE+i83/5YLa7sQHwEXf0b6PQgjjKSA3mQ6GQ0Q8OGHYlFVzg1wncAXp+C5lVLyrzptYa/t3k2Afmz58vfk5jxGlsxLOnzJmYJl97gqnJF+L/8skCfB+M9lO9DK59VdAaXEYiDXDmP5haoWqraWV/d9cekExtySWAkqnMlyz4JmHTGTDffC0tLQYt5N1HC+/r4u+fWpmPD6OgUSyaTm9Al88QsXHiVPC1COGqAl9D9xg3PTc8djcTHrS4vCxIYsr2igKorI+o0OqL5i4ymv0INrYcOPvss3HWWWflHokoRvWwa03RTMkbuwGjqV2AVz1SP1vO52vWahjvaSxCh4KjrKwMXV1d4mfLOc40mi4+TA2xU5q97qFBwuBetgfYvH7NkwLMFakcQpof+9jH8KUvfQnV1dWGAj1/Pu+R85TRKmQhveridTjNvkCnwhtmYmLs9+gAdbZUV+Hr4DQ/kYhyYFKFwCBBbZXRP3zNNdfgmGOOyZ1Ek8gMfj04qMy3tLTg6quvpgHJ2/9HHyy4vU3LnEQv1N7xHntOa3WiVaOoBruGJ+ILCuZdrLWHJQViQ/SeDdnUXwnVG8Edt7uqQvehUGOBSfTRrsxrxnQep0n0/WR3zz//fJx33nm57a7qAhK9ho+nqEyoMGr/8/DPIVopBwu0uyYWCtcOcHI+PyK43W4x1hbIwJBLHckMsOlNfufBvO6lz+dtc4UKz/KpRbxVJsdecv755+PFF19ME8OD5mJ0dpZEjw04Sz6bdXMK+Y45W4PvBdF+KjrtpL1N2F17jLiMMI3crakK0yVFo7juuutwzDHH4GMf+1jhrzmGkMH8RwFOc7MBc4XArIZK+10cfF2Z6H6FCnnwoEIo4TLj4qhakTAyexlEY3LC5TdRFfmIK7sGSzNeg8+I5xVkl4/NmnWgIm+HamjrtTjdz4ERFBva/qkQAMjtUABGgoZfa5ymB9g3gJrLoNVrTFtBNYn75YOqM4EYYiidxoeLkmLPUV5ebgnmLeDXqRmJGHWk7SoVp0Jn13oyXlg23DIpgH03UHIGF6qq4rbbbkv/g+YC3FyRXgNqJjs0xi4WHBR4z/jCzIgnafKJT9fwBGnFsRBoLuqgiVYXh5V5AEgmUFMZFg//z//8D37zm9/g9NNPh6YV7zVclBDCYIUz4oTd5QGwk8RZJgE8u/3yHGZGnFCyjjnv31c04/UKCUp0D5DgSXSHWjFc+DIeAUAMJlyha1ELqBjbWpfqLDABTPe8KRgeZeS1u2ZxRCAliV5gZZ5rsZjVwW0L4HEfUzEYnEVIsecoLy/PEcxnSqJHaMDpmBHnMWbVAwUk0VUTu9BUjU5kH8em6zruvPPOzGvgttoTBPocTMYAILRqCh2j7A5Y2UqRftquk4wVPuaaC9+NhBVjbm+rNJLoP/nJT3DHHXdgz549hb/mGKJ477YDCeb+sDxIrRAIKJpDKkmGnnk7Y+nM0NyU5sd793hPldP+fUWlm2XPNpq1t4vqSXSkDFC4UyFo9j4rfZn3hZnHmNiF5hq9QJFvLCNxKtT951TYWgPvBwOszA/bvXu61TEyX6eF9JjxEX+6lwXzxbvNmR2JNKeCf3Yz5S8+DNRMAepmOHtDzm7RfYU50amV+fiw8V0Xer3pHiPI4s6KkyoOpx8XSpHlTll0iFYHeAKperI9/Q3LGriDNcIKAQCQBNVFMWFoaAgDAwOFv+bBDlGZd8aIM17Hod1NZQkBrJpWYEU8ETXsLr/WC67MK0ZPOA/8Cu2Z5+fRfN8WCm53CYFl2omT5PWotrclCw9MAOMc8ueNqd3lLVAmu2s7mNeM/zWXVQPENiPO5GMqWtEn0XPa3Uw0e05NH2llPtJbYPJKs9pZ7nvbHLlpgVlDhLP7nKjzi/a2An1VVwBAkv6LRw29HdXF/lYAUkfBOklKKJpILlRXWK+B7u5uxOPxTM8qWhSvl3sggatI2oC5QmBxKuyKkWR6b16t5Ci4Mu8yHBFeUbepzp9xLYpGFSzjw4XNdlc1I4gvlGbPz53LT9fOK/Pg6roONmleSR4N8GDJSe+eyE7uH7qfLXCBQW4EVXOFoABdAzPVnvdl87/lfb5JMCYRowErbykpUpjH5GSk+wHW6nw8e0beFlx+oGYq7WEtpOJoqcwzPQM+87rQfSDUAFS0GhW2pAPRR8DYl/j67EJhSs/RftrD6Ak5E78D6D1n7j10ukcDAElCAcFVX/i05bro7y9dUZ4xA78mbX6n3O6qqoqGhgbT69jU68j0/mmV+QJp9iKYZ0krnph0IjzL2SuJqIOeeZfRFsPtrxMNErPdVRj7yokTrrlGr3WKi7c5SqLzBN5YJtHdRpIHgBiZBxTGiDPvX+ZeZFsj1HgSnbUJ6oyBUcp2Nxm3+syJCBsvPZLKvB+UueA0ia4zlX0+mrXQYN5lVMB1N9A812FbmCnZUWgSHaCfJ9pP10+SdE2F9szzxIZlNGOBMGkS6JqCS84/C16vsY5SS6LLYP6jgKIVHMxXVFRYFTZHUiEArI5FoZV51eRUJGM0q1YoLQYw9dozmlB4nPMNv9DRcObKvOYxqsiKUrgQn3kNo+VUmCsETufMK/uPZm97DeYe9UIFY1x+47riTgV3XG3NNDZV5nnWt4QqBJlmXadR/nKox9uCqlI190B1Yfeeqb9MVKMJcRYA+yutwbyTqhhfE1f3LfT5wVpKj4/2G/OzC6UvAyY2zAgcetHPTIOKn337K3j//ffFn2Uw7xDm5G8e8HuvsbERurmdTXVodzP2zDuk2XMqNe8RLTSQ5mtRXdR27/uwsHFw4fFA1UT6c6FJdDM0HswTer27Q0DjXAevM5qMOGUESXSeeB7Dyjzvn+YJEsBhEp0H7yyJLpI2BSbRkzFQkbUSZsTx79XcNx+PArUzgOopzt7QEwIaD2WtDA4r8/y7AUFBejccZU3U7gKgLXIFjHQ1g/er8/XZhTvAWn2ibBJVkP5cO52Oiy0EYqJWSkKtEJhH7pIkfvXDr2P9+vXiz6Vmd4v3bjuQEKqjI9FsoL29HQAwe/Zs6x9UB7R2wFL1EXDSM89n0xJCHXlH9BzNVJ1QgYq2vE/JCr1Aup+qAROOZ6qiTMSH9+45FWvhNMHRgBDAGwnNXh8bhwIw1mwOngvthwzVAe2L6M98LFshdD/ASBjxEW7xSOk6FUC6ov1IK/Mc5c1AZQH3Hx+BBNBkXDwCwMHMaw4+blAdCc3eZbAWCk2ATVlOBYAifYZT4VQMyPK/w/PB9yGSBFTVQvsuNaeiaKDYb2/Lancdt7dl6JkvdBSr0Kph914iUngFi6+FJwV6O+hnEk69DfjCdNoDXxN/zUKhu00CeOx694ULf53RtLuWJHqhdtdUAXcSXI0G+BQZ8/rtjnLlMDPiNLeVvuyovc1T2sG8GAOX0t7mLXd2/wH0+6ifWThV3zz2j383cDj9JVBN7T5vbXHs9+rOkuiaTveAWIT2y7tDxnktlCEwGnZXjP5LisJeKdtdKYD3UaDJfvZ5+fLlWLFiRQanwindz7TRmmm7vorsz0mFme4HUCc41JD7ORnXotIMpzsA1B3izJBzFBrMA4a4FacJc5Vfx5V5fT8I8cQLf01zdnKsgnm+DjOt3WlrCH8t/n8iYv/74UYqEaXU0NjQ2DhZNpGT7gdYK/OCxujQoTDDW0b/2UVq7x5fz0jWoroALqLn1KkQFYICv+NgLT2XvR1A/SxWjXIoBgSwAENxRlsEjPufjftxu93QdR3xeBx9fX3OXvNgR7COVsRs4Oyzz0YoFMK8efOsf3C6h5kmFAim0kho9sk4deT9Bdht81q4YJai0KDCKaNM2F0nFT2PoVGBESTxMgmUOYWZZl9wz7wp4B0ru6uxAksiZkqiF8iIUzVYpnFwBojdqQeqqWCU4Fo1xZ1Ez2l3eatC0hTMJxwyt1LhDRsieHbAhZEB47vRfc7Zeapu+L1Ornn+GnHe3lbgd+yvBgZ2scp8iBUWndhdcxA/4JC1zK9bfv9bk+ilZneL9247SKGqKpYtW4bGxpQZro5p9imVeUJoNaogATxTzzzAaPZOKwQR+nr1DgW8xJoKVLM3Q2dOBUz0Vqc0+1Gdd8vV7Atci7lHbiwo9hy8mm6m+zk9P2L2rccwPnagaDTITMQOnMo8rz7zbPhY0TnNAngAgOTIHByuOeFkHCN/PhfTcvJcN+uV95Q5ZzyYKwMj+V5S5l0rpipBqVUIigbj5tseeaTrOpYvX466upRxa4riUFwpAyPOEc0+hRGnOWxvS0Rpz2/tNDqD3ClGJIDnNYL5okqi88q8k2k2GNskOl+DOYmuFMiIC9YDNdPoz6m05UIYcZxm7yp+rZq8dpeP2gXYlB7ijLmVCl+4sP0ktTIP0N8dB/N8EsQIK/NOv9/xRwNDPcBwr6m9bQSMOJW1LThNTpqT6KoGt9sNl4u+dqnZ3eL1ciWsCNYV1udmhqIYG8KutfT3QirrmpuN+0oYGcuR0Oydzsg2Q/fSjdGRA84+Dw8GknFnQbCnjP4bDSgqTbJEBwvfJF0+ei58lSNz1EYKPi6EB2ahBqDhUGevxb9Xbzkw7qgC1qCn0OyLu2c+b2XeHaDXBcACTtfYMA3MTgV38Jwoa5uhaqZRPU6EeAoQR0yF5jYCPU6zH0mFwFNWmJhnKsS8ayI+F+/jLjWn4oDCSGj2gLVvns+MtwtegRa03wgT0Sp0LRpLbvqB+kMKf74ZThhx4rluNgZSNaitjrVqRplm7yShbw4oxiqJzin15qR1oe1tbj9QxvzB1Ik4dm0N11QpkSR6XrurmoJ5rgM0GpX5ynag+Qj7x6dq1QAjt7v8/nHMjHEZoy4LRcNsqt83vI/ZXaeVeZM+1Ggk0U1FgVK1u5JmXyqomez8udxRHNgD7F5He8cLuYn5zWKm/DlyKlgWzDUKm6KqAhNPdPZcMWbHzbLJDje18ib6bzSg6kD3JqojEKzLf7wZmss4F8Hq0VmPE/DKPD+XuhvQHa5HjBxxG46GHaiaQb12+a3CQEWIvBUCTxkVrAKoI6w7qMyNBnhv+9Bew8lxMh7HDM0D9HYCbcc6Y/qkClAV9N5uSnkMjzPYDyOpzHvLgHBL7mNzgfdFM5o9YIxLKzW63wEFX4VtvRsLzP2YHIXS7Lm4Gb++EzHA7aQyrxiJwJHC5aOBhKMg3GOwE/jkE4+D13H5reJkI8FIaPYuH12LJwQkHBZaRgOpSfSRMOLME3EK6u02tQm6vNROjFahYz8gf2XeRLN3qqeSCYW2YplHS4v7d4SMOP698slSTp/vlBXrY+2u7iBl+TrZX/m58ISc7UUcZq0qdi6CwSC6u7tLzu7KYP5gAN9oe7cBFeML71VXFKOqzulHTjKDInM8hlRwwNiYNbdhgEayIYwGaqYAVRNs00KLElzldDQU/gul+XEoqkFL5wFiEdP98lYIPGVG9Xp438h0JkYCLoDX+aY1UBmJsv6006iOhdPPlDrnudDnajpQN5P+7rgyX+AYqKzrYXoTpoqHpNkXARoPdfY8cz9mdBDY+Talltrs4Qdg9C0TYiTRndpdzlQaKTQXMO1UZ8/l95fKKntOk+hVE5y9fyaoKjC4x5o0sQuXD5h6Cv25kITzaENzW6fI6B7nlVuebHL5mUiwTSia0QamF38SPa/d5X3/ANVTcSp8N1Lwynx0EOCT8kbMiNOBoW7j9Z08H3Bud31hytrk/qJe42ANzPb7q0Z27/Hzy0U5Ubp2VwbzBwNUzRBJcVJRByDG5HCnwknQWejIlP0FVTX6y8WM2TG+FXQPgFHK/o4VNDd1WEcS4InXchjMqxqdP6q5RibW9BEhb4XAy/q54xFgaB8VbhsLqDpNKgx2G+KZI3UqqtpHvibA2X6SKnIUH3Y4Z97hdZoKl58KnCWNynyp0v0kGPis+a6NNDCafHJhdtPMiONJdCf2Wy0Su8v3Y91lJNHHUuMFoCP3drxNA7axFI8dCbgwGv9+y5udt/zwIMlXUZBws6D6A8Y+OtbXWw7YYsQN7aM/D+2jLK6xANci2LbS2rozEh+rfTEw2GXYwEIxEruruek9z1snE9ER2t0RXmOai03YSGfElZrdlcH8wQC+IRSqYm9GajDvVAAPGPvAGaCbIaf7FUNl/kAAF0ZxO0wYWV7L4WataDQoUk29VEVcIbAlxOPy0STJ0F6gegTtNiOBqgH9O+nP3GlLxsfWAVYUiFn1TmAWOXJKsx8J1d8MF5u8YBLiKlWnQoKBz3dPRIFQfeEJcI0JO1na2xwK4AFjb+OEaK3beZ/6aMNbDrQeTYUGnU6iGGtwVo+wd4pzdpw5SCpEm0XRjBY7/QCwu74w0Led/jy8j4oEjgV4+9XgHoPBNtKJNuNYz37C6UhYXpl3IjzLJ+HEAJWNMHTSwjBajDjOQGGj6YDSTaIX790mMXrgfSGFCvCYYRmT47AiNxLBqtEGV59OJtnGUgRrKnVoLmej9TK+VoHz5Tl4QkFzmTb84t3m8tL9AFolGNhNP9dY0uwJoQKLiSirIDtU+h5NaK4R9IcygTE+ZmdEqrqjEcwPZqTZl1rvngQDnzU/IrvLk+jaCJLoRWJ30xhxRZREL9VAHmA985HRYaA5ZsSpjB1gEgMs4mA+r931hoHhHuofDu0bQ7vL2kBI0rBTI63Mczi95kdi81TNSFACo6BmP8JrXvfSYD6lZx4oPbtbvHebxOiB98wXOhrHDKHuSejG7WhcD8sWF4MB1z0pNPvipYSVDERlYBTOJR+h4ohmP2xVOS1ipyJvhQCgVPt9H1LBmLFUTQYoLTUZp8ZYUceemqq6nF9vvDKfYP2mTs6tolCFXncBvdCZwCcvmHpNZWW+xKGak+gO7xMzIw4Ox2MVS2UeYHbXwyrzMok+KuC9x6Phw6gOg3nFpKl0INhdD7O1A7vouXUi0jYaUHUazCuqMSKPJEZPkM8JBCNuJEn02MiS6E6v01QIRlzp98wX790mMXrgo2ASDqmkgFHFIgRQdId9qkVSIQDoZihp9qOLkdCvMoG3QhQCRTNVCEYxubCf0NjYiNraWoTDYYwfPz7zQZ4Qnc88VtUBgJ5Pd4D27HNBLXdgdMQOR7Qu3fm9a3YqRuIcVU8aOfuDV+aTRjBfqnQ/CQZRmR9JEp0p2hMAcJhELyZGnO6x9szLJPrIwUfsjiUjTuGVeX30qqb7EW1tbQiHw6itrUV9fRYKvbcc2LtlbJPoisoYcU30/CZj9LGR0OxHA6PBiBtJEl1z0XMy0vPg8lGNpQMgiV4Eu7vEfgfvmR8pzZ6LRTml+JjnoI41qifSzzSSOdcSVghHYJS+3wnHF94jqrIMtlYadD+Px4O1a9cikUgII5J+EKsKjJUID0Dp9X4+UiZAfx/uHbv1cGgOE4uA1akY63YBl59VYKMlXyGQYBiV9jZ2jSLp3IEuJrureYqrZ/5AAK9SjiojrsDXUjU2OtVjWk/x2t1gMIgNGzZA0zR4PFn2fm8Y6H7fuZjgaIB/p+EWoGer0WM+1q2Dqj5CRlwUiOvOg3FFAcYf5ey5ZvCeeRPToFST6HInPRigaAZFx2kFSnMZvSVOZ1wWU4XAV0EFxQa66O/FsKZSx2gHz07Envj3qLkMtdZicGJzoLKyMvcBXkYDdCpeORpQNUPAi1eRxzoABkbmVPCqp1Pxu9GE7qHXa2yw5Hv3JBg4g2UklXnOHiFkFJLoRWDjyhoAEKNnthjWVOoQlfBRsrstRxSeOOYCeO5gSTDiAKCmJs9INF8Fve/GimIPGL5LoIae14oJ1EaMNVSX83uX72lKZGzbBQCjZ173plXmS83uFm/qTGL0oKjGzNCRVghig3TDdroOoHgMuHk2apEHfCWB0abZO4Fo5WDXueYueqciLzQX0HAoEKge65VQuANUFKgognmXcyeWz/Ee2lvY/O/9BT52rMTpfhIMqmpMfnAczLMqVjLp/DWKye5WtgOBWlMwP8aj6Q4EjHaPenlz4XuqRaum+CvztsDb2sY6ie4Ns6k2flpIG6uZ92YUOu3ADCE8O+y8MDhacPmYuOBwydvdEr/bJGyBzwDl1Uon4E7F0D6aJXQCHlSN9WxZDn5eisHJORAw2jR7J+DvzdeiuUrfqQBoW0ixJJxcfmoAx7qaDTDq8QgTlP07gVDD6K7LCTgTRZU98wcEeB8xMLIkepKJNDphKvF1AMVj51TNEL8aa7rwgQBtFGn2TmFu5SgRRlxeeMoAf9XYBvNlzUDL4fRntx8Y6h77fnlgFGj2MdqW4SpwXOdog089IkmU+khYuZMeDFBUKvIwEudbcwORftqjOvFE5+sAimeT5wJFxeLklDqKwqngwTyn27ulwzja4HT7YnAqaqdTATon0FzAYDdlGwVrR3ddTqCzYK3EKwQSDDyYH6ndTcTorGt/lbPXEO1tRWR3E5HiSeqXOoqhR134dpwRN4LCUbFAUYAJi8eWgaa7DZo/7+8e62o2MAoCeDGgfxcQdFgYHE3wJKnsmR8bEEIQiUSg6zp0vWQ/xkcDRQNiwyMzniobf+KvMoSwCn6NIqsQFJO6/oGAYnAq1BSnonGO84qWRGbwbHox0OxHQjnkI52CtcUR6KQ4FaXauyfBwPuIRxTM67SCRZK01cbROorN7rL2g2JIBh4IKAb1eDWFdXkgtLcVG4opiR4e57zfXXUBkV00QRmsG9VlOYLLB0T6ZM/8WOGrX/0qfD4fvva1r431UoofijIKFQK2SY+Ujupkdvj+QjEJ8h0IcKqEO6prMFXkASoeJytAows36+0uhmB+JODXSDFQ7AGjZ161VgiGh4cRj8fHalUSTsG1akZSSdPcVNMhUAvUTnW+DqB47Fxq4CcxMhSD4FxqYSQ8fmxHqR6I4MneYgjmyxqBgEOmkOYCBvfQ9oVi8CE4I67Ep8iUZDD/xBNP4Nlnn8WUKVPGeimlAUVl43FGcOMIxzfLTE67ULXicSq4k6MVyXoOBGju4hDAk47i/oPuZfNhi8AQjwQiQTnCPW20wFkGKRUCoPQcCwkYomAjEXkTdncEFaxiY6AVW7tdqUO0t40hrT01QVMzeWxV4A9E8GRvMWjVjASjFUuMFlyZ29sikQhisdhYrapglFww39HRgYsvvhj33nsvvN4iyFCVAkYjE+7yAQ2zRy4GUtbsXA1/tMGdCkkHGz2MteCcZFvsfygKpfyOpTDQaMAdontaMSjZA1nV7AFg2bJlmDx5Mm6//faxWJmEE/Ce+ZFUn7jNDo7A8ZXtbQc2hOhcMVTmZRJ9v6GYaPYjAQ/mR7KnjSaytLcBwLHHHospU6bgnnvuGYuVFYSS2k2TySTOO+88XHnllZg9e/ZYL6d0ICrQI8joKYpzoSkzmueO/DVGC5LuN/pw+cbW2IjKfIlnr4sdVRPGegUjh6qOzp42WnAHDHVdWJ2KN954A9FoVNLtSwmKSudUjyiJ7qf7qdMJMhyqXjx2TiZcRx9j3aPOE0bFco0diNA91Ea4x1gBfqRw+ei+5lR7a7SRUpnn7W2AYXcJIWOxsoIwprtpLBZDIpHIeYzH44HC6EPf+973oGkarrzyStvvEYlEEIlExO+9vb3OFlvKkAFOZsgKweijdWFx0f0kJEoFugeY+jFx/5iD+WiUjvKaOHHimCytUEi7i9FJouseYNqpI1/LxBOKh4FSbD38BwLUMWbESV/qo8GUZWO9gpHDEwSmnjLWqzDAi09qOiOulOzumNLsL730UoTD4Zz/Nm/eDAB45ZVXcMstt+A3v/kNIpEIhoeHQQhBIpHA8PBw1ve46aabUF5eLv61tLR8VB+veCADnMyQvXujj7EeR6PqYy/CJyHhFKYxim63G263NRCcNKmImAQ5IO0uTHa3CJLoxRLIA+ljzCRGjtppzkcXjgZkgkaiVOENWyaFBALpzIdSsLsKKQX+AIBf//rX+MpXvmJ5LBqNQlVV6LqOgYEBaFq6A5+pQtDS0oKenh6UlZXt72UXB/a8D3S+CYxfQFUoJSgSMeDdR4GaKUD9IWO9GonRwtDe0u/nlpAAUFVVhe7ubgCAy+XC4ODgqI1i7e3tRXl5+X6xhdLuAtj5DrBrLdA8D6hoHevVFA8ifcCGp2irTuOcsV6NxGigtxP44F/AtI8Vh0K5hMQI4PF4RFU+FAqhp6dHMMRHiv1ld0tGAO9LX/oShoeHLf9mzZqFyy+/HMPDwxkDeYB+KWVlZZZ/Bx34RVgMFYJigqSGHZiQgbzEAQJz/15bW9uoBfL7G9LuQra3ZYOszB94kAJ4EgcQzHZ34sSJoxbI70+UTDAvMQLIcV2ZUWwqvxISEhImmPv3SoHqJ2HCaPTMH4iQSfQDD6rG2ttkSCFR+ihFu1vSd57H44HLJQPUvBBOhaQ/pUH2V0tISBQpzE5FKYjwSJggtWoyQ/ZXH3jQPcZoTQmJEkcp2t2S3k3/85//jPUSSgPFJMRTbFBU6VRISEgUJUqxQiDBINrbZBLdAjGaTibRDxh4QsCUpWO9CgmJUUEp2t2SrsxL2ISiSgpUNqiaDOYlJCSKEqm9exIlBNkznxmyMi8hIVHEKEW7K6O7gwGqy5ilKGGF6pLOloSERFGiFOl+EgwyiZ4ZikL/yfYDCQmJIkQp2l2ZGj0Y4K8E2heN9SqKE20LAXf6XEkJCQmJsQZ3KnRdx/jx48d4NRIFQVFlojgbFM1gLkhISEgUEbjdDQaDqKurG+PV2INMGR8MUBQZsGaDPC8SEhJFCu5UlNJYOgkGtx/wV431KooTvgp6fiQkJCSKDNzulspYOkBW5iUkJCQkJIoSvBo/Z86cMV6JRMHwVQDjjxrrVRQnJFNQQkKiSNHa2gqgtOyuDOYlJCQkJCSKEBdeeCGqqqpw/PHHj/VSJCQkJCQkDnhcfvnlaGlpwZIlS8Z6KbYhg3kJCQkJCYkihM/nw7nnnjvWy5CQkJCQkDgoEAgE8OlPf3qsl1EQZM+8hISEhISEhISEhISEhESJQQbzEhISEhISEhISEhISEhIlBhnMS0hISEhISEhISEhISEiUGGQwLyEhISEhISEhISEhISFRYpDBvISEhISEhISEhISEhIREieGgU7MnhAAAent7x3glEhISEhISYwNuA7lN3J+QdldCQkJC4mDH/rK7B10w39fXBwBoaWkZ45VISEhISEiMLfr6+lBeXr7f3wOQdldCQkJCQmK07a5CPoq0fBEhmUyis7MToVAIiqKM+PV6e3vR0tKCrVu3oqysbBRWKAHI87q/IM/r/oE8r6MPeU73D/h5/fDDD6EoChobG6Gq+7fjTtrd0oA8r/sH8rzuH8jzOvqQ53T/YH/b3YOuMq+qKpqbm0f9dcvKyuSFvx8gz+v+gTyv+wfyvI4+5DndPygvL//Izqu0u6UFeV73D+R53T+Q53X0Ic/p/sH+srtSAE9CQkJCQkJCQkJCQkJCosQgg3kJCQkJCQkJCQkJCQkJiRKDDOZHCI/Hg+uvvx4ej2esl3JAQZ7X/QN5XvcP5Hkdfchzun9wIJzXA+EzFCPked0/kOd1/0Ce19GHPKf7B/v7vB50AngSEhISEhISEhISEhISEqUOWZmXkJCQkJCQkJCQkJCQkCgxyGBeQkJCQkJCQkJCQkJCQqLEIIN5CQkJCQkJCQkJCQkJCYkSw0E3Z340QQjB2rVrEY1GMXPmTOi6PJ2FYMuWLdi2bZvlMa/Xi3nz5qUd29HRge3bt2PChAmoqKj4qJZYMojFYnjttddQXV2NSZMmZTymv78f69atQ3V1NVpbWx0fczCht7cXa9asQVtbGxobGy1/27FjB95777205xxzzDFpj3V1dWHz5s0YN24c6urq9tt6SwGJRAIbNmyArutoa2vLum9u3boVO3fuxOTJk7POZbVzzMGCSCSC9evXIxwOo6WlBYqiWP6+evVq9Pb2Wh6rra3F5MmT015r/fr1GBgYwIwZM4pOCCmZTOLdd99FIpHAzJkzoWnaWC+ppPD+++9j+/btlscCgQDmzJmTdqy8v3IjEong9ddfR319Pdrb2zMe09vbiw0bNqC2thbjxo1zfMzBhH379uHtt9/GpEmT0uxlR0cHNm/ebHlMVVUsWLAg7XV27dqFDz74AK2traipqdmvay52xONxbNiwAR6PB62trVn3zS1btqCrqwtTp05FMBh0fMzBguHhYaxfvx6VlZVobm5Os7urVq1Cf3+/5bH6+npMnDgx7bXWrVuHoaEhzJgxA263u7CFEAlH2LhxI5k+fTqpqakh48aNIw0NDeSll14a62WVFK666ioSDofJ0UcfLf6dffbZlmOi0Sj59Kc/TbxeL5k2bRrxer3kRz/60RituPjQ09NDvvGNb5Dm5mYSDAbJ5z73uYzH3XXXXSQQCJApU6aQQCBATj75ZNLX11fwMQcLtmzZQr74xS+S+vp6ous6+fnPf552zG233Ua8Xq/l+j366KNJPB63HHfttdcSj8dDpk+fTjweD7n00ktJMpn8iD5JceH73/8+qaurI9OmTSOtra2kqamJPP7445ZjhoaGyJlnnkl8Ph+ZOnUq8fl85Je//GXBxxws6OnpIZdffjkJh8Nk1qxZpLa2lsyaNYusWrXKctz8+fPJuHHjLNfqd7/7XcsxnZ2dZO7cuaSiooK0t7eTqqoqsmLFio/y4+TEO++8QyZOnEjq6+tJU1MTGTduHFm5cuVYL6ukcPHFF5OqqirLdXD++edbjpH3V27s2bOHXH311aSxsZH4/X5y2WWXZTzu1ltvFefQ7/eTj3/842RwcLDgYw4WbNy4kXz+858nDQ0NRFEU8tvf/jbtmJ/+9KckEAhYrt/jjz/eckwymSRXXHGFxe5eddVVH9XHKCrE43Hyne98h9TU1JDp06eTlpYW0traSp555hnLcf39/WTZsmXCB/T7/eSOO+4o+JiDBd3d3eRLX/qSsLvV1dXksMMOI++8847luNmzZ5PW1lbL9Zoaw3z44Ydk9uzZpKqqirS1tZGamhry7LPPFrQeGcw7xOGHH05OOeUU4bhfdtllpL6+ngwMDIzxykoHV111FTn55JNzHvP973+f1NbWki1bthBCCHn66aeJoijk73//+0exxKLHhg0byPe//32yfft2csIJJ2QM5t955x2iaRq55557CCGEdHV1kQkTJpBLLrmkoGMOJjzzzDPktttuI319faSqqiprMD9hwoScr3P//fcTj8dDXn31VUIIIWvWrCGBQID85je/2R/LLmrE43HyzW9+k+zZs0c8dv311xO/30+2b98uHrvuuutIc3Mz6ezsJIQQ8pe//IUAIK+88kpBxxws2LBhA7nlllvI0NAQIYSQSCRCzjnnHNLW1mY5bv78+eR73/teztdaunQpWbBggXit66+/npSVlZHdu3fvn8UXgEQiQWbMmEHOPvtskQz73Oc+R8aPH08ikcgYr650cPHFF5Ozzjor5zHy/sqN1atXkx/96Edk165dZP78+RmD+ZUrVxJFUcif//xnQggh27dvJ83NzeTqq68u6JiDCU888QS54447yMDAAPF4PFmD+dmzZ+d8nTvuuIMEg0GyevVqQgg9zx6Ph9x77737Y9lFjb6+PnLjjTeSffv2EUJoouNrX/saKSsrI3v37hXHXX755aS9vV3s9X/4wx+IqqpkzZo1BR1zsOCdd94ht912m7A9w8PD5LTTTiPTpk2zHDd79mzy05/+NOdrHXfcceS4444Tr3XttdeSiooKy/eTDzKYd4DVq1cTAJZKfGdnJ1FVlTz00ENjuLLSwlVXXUUWL15M3njjDbJx48a0iiYhhLS3t5Ovfe1rlseOPPJI8pnPfOajWmbJIFswf80115DW1lbLYz/72c9IMBgk0WjU9jEHK3IF821tbWT16tXknXfeyRhQLFmyhJx++umWx8477zwyf/78/bXcksKOHTsIAPLXv/5VPFZXV0duuOEGy3EzZ84kF198cUHHHMx48sknCQDS0dEhHps/fz752te+Rl599VWybdu2tOd0dHQQRVHII488Ih7r7+8nPp+P3HbbbR/JunPhX//6FwFgYRy89957BAD529/+NoYrKy1cfPHFZPny5eT1118n7733HkkkEmnHyPvLPrIF85deeimZOXOm5bEbbriBVFdXi2SUnWMOVuQK5mfOnEneeustsnbt2oz+yYIFC8h5551neez0008nJ5xwwn5bbymB75vPP/88IYSQWCxGysrKyM9+9jPLcW1tbYLRYOeYgx2PPPIIAWApWMyePZt885vfJK+++qrFHnNs2rSJACBPPvmkeGzv3r3E5XKRu+66y/Z7SwE8B3jzzTcBAHPnzhWPNTQ0oLm5WfxNwh5eeOEFfPazn8XChQvR3NyMP//5z+Jvvb292LRpk+U8A8ARRxwhz3MBePPNNzOew/7+ftHzbecYiXRs2bIF55xzDk455RRUV1fj1ltvtfw923ldtWoVCCEf5VKLEitXrgQATJgwAQDQ2dmJnTt35rzn7RxzsGPlypUIBoNp/aa/+tWv8IUvfAHTp0/HYYcdhtWrV4u/8WvSfF4DgQCmTZtWFOf1zTffhK7rmDVrlnhswoQJqKysLIr1lRKeeuopXHDBBTjqqKMwfvx4rFixQvxN3l+jg2x7f1dXl9AKsnOMRDreeecdfOpTn8JJJ52E2tpa3HnnnZa/Zzuv8vqlWLlyJRRFEToPmzZtQm9vb9o5O/zww8U5s3PMwY6VK1eisrIyTdfrf/7nf/CFL3wBU6dOxRFHHIF3331X/C1TPBkOhzFp0qSCzqsM5h2gu7sbfr8fXq/X8nhVVRW6u7vHaFWlh0WLFmHr1q1Ys2YNOjo68KUvfQnnnnsu3nnnHQAQ57KqqsryPHmeC0N3d3fGc8j/ZvcYCSumTZuGd999F+vWrcOWLVtw66234vLLL8ff/vY3cUy28xqJRDA4OPhRL7mo0NXVhSuuuAKf+MQnMGXKFAD27nm5L+TGW2+9hZtuugnf+MY3LCJHl112Gbq6urBq1Sp0dHSgpaUFp59+urgOi/28dnd3o7KyMk1gqFjWVyo4+eST0dHRgdWrV2P79u0499xzcc455+D9998HUPzXQalA2t39g0MPPRQbN27Eu+++i61bt+KHP/whLrroIrzwwgsAqCDZ0NBQxvO6d+/egz6J3tnZiSuvvBL/9V//hebmZgDS7o4GXnvtNdx888341re+ZbFRX/3qV4Xd3bZtG6qqqnDGGWcgEokAMM5rZWWl5fUKPa8ymHcAl8uFSCSStikMDQ0VrkB4EONjH/sYGhoaAFA10u985zuoqqoS1XmXywWAbs5myPNcGFwuV8ZzCECcRzvHSFixaNEiTJ06Vfx+/vnn4+ijj8b9998vHpPnNTN6enqwdOlS1NfX44477hCP27nn5b6QHRs3bsSyZctw1lln4brrrrP87fzzz4fP5wMABINB3Hzzzdi8eTP+85//ACj+85rpXgKKZ32lgjPOOAO1tbUAAE3TcNNNN8HlcuGxxx4DUPzXQalA2t39gxNPPFEwuQDgkksuwaxZs/DAAw8AyH396rqelgw8mNDV1YWTTz4ZU6ZMwf/+7/+Kx6XdHRnWrl2L5cuX47zzzsNXvvIVy98+97nPicJvWVkZfvrTn2LDhg144403ABjnlQf3HIWeVxnMO8D48eORSCSwc+dO8VgymcSOHTvkWJERQFEU1NTUoKOjAwAd3+DxeMTvHB0dHfI8F4Dx48dnPIcAxHm0c4xEftTV1VnOY7bzWl9fLzbxgw29vb1YsmQJNE3Dk08+iVAoJP7W0tICVVVz3vN2jjkY8d5772Hx4sVYvHgx7rrrrrxOK6fg8/M4fvx4y+8cxXJex48fj97eXvT19YnHotEodu/eXRTrK1Vomoaqqirxvcv7a3SQbe9XFAUtLS22j5HID7Pd1TQNTU1NGc8r3+MORuzZswcnnngiKisr8cQTT4jELmBv7y92+zBWWLduHY4//ngsX74ct99++6jZ3c7OzoLOqwzmHWDhwoXweDwikw0Azz//PPbt24eTTjppDFdWWhgYGLD8/uGHH2L9+vWYOXMmALopL1682HKeI5EInnzySXmeC8BJJ52El156CXv37hWPPfroozjkkEPExmLnGAkrUq/f/v5+/Pvf/xbXL0DP61//+lckk0nx2GOPPXbQXr88kAeAp59+GuXl5Za/+/1+LFiwwHLPDwwM4NlnnxXnzM4xBxs2bdqExYsX49hjj8U999yTNkN4aGjIcg0C9PwDENfr3LlzUVlZaTmva9aswebNm4vivC5evBi6ruPxxx8Xjz311FOIRqM48cQTx3BlpQNCiKj8cmzcuBEffPCBuA7k/TU6OOmkk/Dcc89Z7MSjjz6KI488UszmtnOMhBWpdnfv3r147bXX0uzu448/LtizyWQSjz/++EF7/XZ3d+PEE09EeXk5VqxYgUAgYPl7dXU1Dj30UMs9v3fvXrzwwgvinNk55mDD+vXrsXjxYixduhR33HFHWiA/ODiYxuDmdnfGjBkAgPnz5yMUClnO68qVK9HZ2VnYeXWm2Sdx4403krKyMnL77beTP/3pT2TcuHHk05/+9Fgvq6QwY8YM8pOf/IT87W9/I3feeSeZNGkSOeSQQ0h/f7845tVXXyUej4d85StfIY899hhZvnw5aW5utqhFHux48cUXyYsvvkjmzZtHli1bRl588UXL7OXh4WEyc+ZMcswxx5C//OUv5IYbbiCaplnme9s55mBCf3+/OK/l5eXky1/+MnnxxRfJu+++K4458cQTyXe+8x3yxBNPkPvuu4/Mnz+fNDY2kq1bt4pjPvzwQ1JVVUXOPfdc8thjj5HPf/7zJBQKkXXr1o3FxxpTRKNRsmDBAlJbW0ueeOIJcX5ffPFFsmPHDnHcP//5T+Jyuch1111HHn30UXLiiSeSCRMmkL6+voKOOVjQ2dlJxo0bR2bPnk3++c9/Ws4rPx9vvfUWOeKII8ivf/1r8tRTT5Gf/OQnJBwOp80Xv/XWW4nX6yW/+MUvyIMPPkimTZtGlixZMhYfKyOuvvpqUlVVRe68807yhz/8gTQ0NJAvfvGLY72skkEkEiHTpk0jN998M3nyySfJ7bffTlpbW8nhhx9OhoeHxXHy/sqNRCIh7rHp06eTM888k7z44ovkjTfeEMf09/eTSZMmkRNOOIE88sgj5Otf/zrRdZ0899xzBR1zMKGnp0ecV7fbTa699lry4osvkvXr14tjjj76aPLd736X/PWvfyV//OMfyaGHHkpaW1vJzp07xTEbNmwgZWVl5IILLiCPPfYY+fSnP00qKirEiOODCYODg+Swww4jTU1N5Mknn7TYB/PI0RUrVhBN08j1119PHnnkEbJw4UIyffp0MabU7jEHCz788EPS2NhI5s2bR55//nnLeeUjyl999VVy1FFHkdtvv5089dRT5KabbiKhUIh84QtfsLzWzTffTPx+P7n11lvJAw88QCZNmkROO+20gtajEHKQq0GMAL///e/xf//3f4hGo1iyZAmuuOKKg753pBDs3r0bt9xyC1577TWUlZVhwYIFuPjii+HxeCzHrVy5Er/85S/R2dmJadOm4brrrhPCHRLAMccck/ZYQ0MDHnroIfF7d3c3fvSjH+H1119HVVUVLr74YpxwwgmW59g55mDBe++9hwsuuCDt8WOPPRY//OEPAdBK/G233YYXX3wRLpcLhx12GK644gqUlZWlvdZPfvITvP/++xg/fjyuuuoqkZU9mNDT04Ply5dn/Nt1112HU089Vfz+8ssv49Zbb8XOnTtxyCGH4LrrrkN9fb3lOXaOORjw2muvpfXpcfzud78T4oJvv/02fv3rX2PDhg1obGzEaaedhjPPPDPtOQ899BDuvfdeDA4O4thjj8WVV14Jv9+/Pz+CbSSTSdxxxx149NFHkUwmccopp+CSSy6BrutjvbSSwfbt23HLLbfgzTffREVFBRYuXIiLLroore1H3l/ZMTQ0lLFq1t7ejnvuuUf8vmvXLvzoRz/CW2+9hdraWlx66aVYuHCh5Tl2jjlYsGbNGlxyySVpj5988sn49re/DYDakVtvvRX/+te/4PP5MG/ePFx++eVp1eZ3331X6IJMmDABV199NSZPnvyRfI5iwo4dO3D22Wdn/NuNN95o8fH+8Y9/4Ne//jX27NmDOXPm4Nprr0V1dbXlOXaOORjwr3/9C9dcc03Gv/3hD39AW1sbACpIe/vtt2Pjxo1oamrCGWecgdNOOy3tOffddx/uv/9+DA0NYfHixfjqV7+aJrKeCzKYl5CQkJCQkJCQkJCQkJAoMcieeQkJCQkJCQkJCQkJCQmJEoMM5iUkJCQkJCQkJCQkJCQkSgwymJeQkJCQkJCQkJCQkJCQKDHIYF5CQkJCQkJCQkJCQkJCosQgg3kJCQkJCQkJCQkJCQkJiRKDDOYlJCQkJCQkJCQkJCQkJEoMMpiXkJCQkJCQkJCQkJCQkCgxyGBeQkICALB+/Xo89dRTY70MCQkJCQmJgwJvv/02/v73v4/1MiQkJEoYMpiXkDgIsXbtWjz99NOWxx5//HFce+21Y7Si7Mi0VgkJCQkJiVLCmjVr8Nxzz1kee/jhh3H99deP0YqyI9NaJSQkihP6WC9AQkLio8ejjz6Khx9+GEuWLBGPTZ06FUuXLh3DVWVGprVKSEhISEiUEh544AG89NJLOP7448VjM2fOHMMVZUemtUpISBQnZDAvIXGQYdOmTVi9ejX27t2L+++/HwBwxBFHYNKkSXC5XOK4t99+Gzt37sQxxxyDVatWYdeuXTjyyCNRU1OD4eFhvPzyy4jH4zjqqKNQVlaW9j7vvfce3n77bdTV1eGwww6Dx+PJua4dO3Zg1apV8Pv9mDdvHvx+f9a1tre3530Pvv6jjz5arP/oo49GVVXViM+hhISEhISEXWzYsAHvvvsudu3aJWzZggULMHXqVFRUVIjjVq1ahZ6eHhxxxBFYtWoVurq6cPTRR6OyshKDg4N4+eWXQQjBggULEAwG095n3bp1WLduHRoaGnDYYYdZbHomdHZ2YtWqVSgrK8PcuXPh8/myrnXcuHF538O8/jfffBN79uzBwoULEQ6HR3oKJSQkskAG8xISBxk++OADvPPOO9i7dy8eeeQRAEBdXR1ef/11/PGPf8TJJ58MgNL/7r77bui6jvb2duzatQvvv/8+brnlFvzgBz9AW1sbOjs70dPTg//85z9oaGgAAMTjcVx00UVYsWIF5s+fj23btmFgYACPPvoopk2blnFNv//973HFFVfgyCOPBCEE27Ztwz333IOBgYGMax03blze93j44Yfxhz/8AV6vF7W1tejt7cV7772Hxx57DIsWLdq/J1lCQkJCQoLh/fffx/r169HV1SVs2fjx4/HUU0/h2WefxQknnAAA+OMf/4jHHnsMiUQCkyZNQkdHB7Zt24Zf/OIX+O53v4tJkyZhy5YtiEajWLlyJSorKwEAkUgEn/3sZ/H888/j8MMPx5YtW5BMJvH444+L5HcqfvWrX+Haa6/FggULEIvFsGPHDtx3333o7OzMuNa6urq87/HHP/4RTzzxBAghaG5uRldXF7Zt24a//e1vOOKII/bvSZaQOFhBJCQkDjrcdNNNZO7cuZbHfvrTn5LZs2eL36+//nqiKAp5/vnnCSGEJJNJctRRRxFN08grr7xCCCEkkUiQWbNmkW9/+9vieT/84Q/JoYceSnp7e8VjX/nKV8jRRx+ddT2tra3k9ttvF79v376d/Otf/8q6Vjvvcf311xMA5K677hKPXXbZZWTy5MkkHo9nXYuEhISEhMRo45vf/CZZtGiR5bHrr7/eYreuuuoqomkaWblyJSHEsLFut5u89dZbhBBCYrEYmThxIvnxj38snveNb3yDHHXUUWRgYEA89oUvfIGcfPLJWddTXV1N/vSnP4nfP/zwQ/G+mdZq5z2uuuoqAoA89NBD4rELLriAHHrooSSZTGZdi4SEhHPIyryEhERWTJs2DcceeywAQFEUzJ8/H5FIBPPnzwcAqKqKI444Ahs2bBDPueuuu7BgwQI89dRTIISAEIKqqir8+9//xvDwMLxeb9r7+Hw+rF27FrFYDC6XC/X19aivr8+6LrvvUVtbi89+9rPieddeey1uvfVWrFq1CnPnzh2VcyQhISEhITFamDt3LubNmwfAsLHhcBizZs0CAOi6jnnz5qXZ3dNOOw0rVqwQNrG2thZ/+MMfkEwmoarpetc+nw/vvPMO4vE4dF1HS0sLWlpasq7L7nu0trbi7LPPFs+75pprMH36dGzYsAFTpkwZlXMkISFhQAb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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(10, 3.0), sharey=True, constrained_layout=True)\n", "for ax, win in zip(axes, [\"bartlett\", \"hann\"]):\n", " res = bootstrap(\n", " x,\n", " method=TaperedBlock(block_length=\"auto\", window=win),\n", " n_bootstraps=B,\n", " random_state=1,\n", " )\n", " samples = res.values()\n", " for i in range(6):\n", " ax.plot(samples[i], color=\"tab:orange\", alpha=0.35, lw=0.8)\n", " ax.plot(x, color=\"black\", lw=1.6, label=\"original\")\n", " ax.set_title(f'window = \"{win}\"')\n", " ax.set_xlabel(\"time step\")\n", "axes[0].set_ylabel(\"value\")\n", "handles = [\n", " Line2D([0], [0], color=\"black\", lw=1.6, label=\"original\"),\n", " Line2D([0], [0], color=\"tab:orange\", lw=1.2, alpha=0.6, label=\"6 replicates\"),\n", "]\n", "axes[1].legend(handles=handles, loc=\"upper right\", fontsize=8, framealpha=0.9)\n", "fig.suptitle(\"TaperedBlock: each block edge is down-weighted by the window\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "52eeef2f", "metadata": {}, "source": [ "## Edge effects: MovingBlock starves the ends, CircularBlock is flat\n", "\n", "This is the practical difference between the moving and circular blocks. A moving block of length `L` must start in `[0, n - L]`, so the first and last observations can only fall inside a handful of blocks and are therefore under-sampled. The circular block wraps around, so every index appears with equal probability. `result.inbag_counts()` records how many times each original index was used in each replicate; averaging over replicates exposes the pattern directly.\n", "\n", "We fix an explicit block length so the comparison is exact." ] }, { "cell_type": "code", "execution_count": 11, "id": "024f3d08", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:10.680827Z", "iopub.status.busy": "2026-06-22T16:15:10.680615Z", "iopub.status.idle": "2026-06-22T16:15:10.711109Z", "shell.execute_reply": "2026-06-22T16:15:10.710192Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
edge mean usagemiddle mean usage
MovingBlock0.5981.107
CircularBlock1.0480.988
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" ], "text/plain": [ " edge mean usage middle mean usage\n", "MovingBlock 0.598 1.107\n", "CircularBlock 1.048 0.988" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "L = 25\n", "mb = bootstrap(x, method=MovingBlock(block_length=L), n_bootstraps=B, random_state=3)\n", "cb = bootstrap(x, method=CircularBlock(block_length=L), n_bootstraps=B, random_state=3)\n", "\n", "mb_usage = mb.inbag_counts().mean(axis=0)\n", "cb_usage = cb.inbag_counts().mean(axis=0)\n", "\n", "# Summarise the ends versus the middle.\n", "edge = list(range(L)) + list(range(n - L, n))\n", "mid = list(range(n // 2 - L, n // 2 + L))\n", "usage_summary = pd.DataFrame(\n", " {\n", " \"edge mean usage\": [mb_usage[edge].mean(), cb_usage[edge].mean()],\n", " \"middle mean usage\": [mb_usage[mid].mean(), cb_usage[mid].mean()],\n", " },\n", " index=[\"MovingBlock\", \"CircularBlock\"],\n", ").round(3)\n", "usage_summary" ] }, { "cell_type": "code", "execution_count": 12, "id": "d09c28ed", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:10.715140Z", "iopub.status.busy": "2026-06-22T16:15:10.714905Z", "iopub.status.idle": "2026-06-22T16:15:11.005186Z", "shell.execute_reply": "2026-06-22T16:15:11.004127Z" }, "nbsphinx-thumbnail": { "output-index": 0 } }, "outputs": [ { "data": { "image/png": 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JJ7k33niDW7RoEWexWLgJEyZwDQ0Nktfq168fN2XKFMGx0tJS7uOPP+YOHDigWpbLL7+cM5lMHMeF6hL/PUyePJm76KKLOI7juOTkZO6CCy6I/I60Trndbi4lJYWbP3++4L4bNmzgAHD/93//FzkmVTfay+aXX345B4C76KKLuIsvvpi78MILudGjR3Opqancq6++KnpPXdWnSGOdUh2XIjYOhstos9m4t956K3LM7XZT2ZjE19sSv/Xy5bbE8faIZ7179+bGjx/P+Xy+yPENGzaI6nZb3l0sX3zxBQeAe/rpp4n/Rs6HperN1q1bOaPRyP35z38WXSfsG2vWrOEAcF988YXoHKvVyt12222Rn+vr6zkA3DPPPKNaznvvvZeLj4+PxIrCwkIOAJednc3V1NQIyslxHAeA69WrF3fxxRdzF198MXfOOedw2dnZ3Mknn8xt27ZNcG2pcoTt8uCDDwrOffbZZzkA3JdffslxHEf0TsJl/fe//835/X7ulltu4SwWi8DP5Ljhhhu4Pn36iI6Xl5cL/g2Ae/7551WvFyb2fX7//feS/borr7ySs9lsXF1dHXF55Bg+fDh31llnif6OtOyxZdby3IwQbOSxG3HdddcJfp42bRrcbjf2798fOfbxxx/jvPPOQ9++fSPHHA6H5EjEsmXLcPrpp4umUC5YsAAejwdffvklgNBXqU8++QQNDQ0466yzcN999+Hmm29WHXWkIfyV/vPPP4fH44kct9vtSEpKEpy7evVq3HnnnZg/fz7mzJmDBx98EEajEX/88QcAYMOGDThy5AhuvPFGmEymyN+NGTMGY8aMEVxr27Zt2Lp1K26++WbBdDSj0Yhrr70Wa9eulfyCGiasYieH3W4XTUe59dZb4Xa7BSOvsWzcuBGFhYW46aabBCqSffr0wezZs/HZZ5/B4/Fgy5Yt+OOPP3DbbbeJ3pOUoufLL7+M8847DzfccAM+/fRTxSl4ctC+s/j4eIGYkNFoxJlnnin4Ak1jMxJI7knKM888g5UrV+LKK68UfV298cYb8csvv+Cee+7Btddei5dffhlffvklNmzYgHvuuUfyeunp6aiurhYc69mzJ+bMmSNYZ0nCNddcgy1btmDnzp0oKCjAmjVrcO2110qeS1qnbDYb5s+fj08//VQgZLJs2TLRe5WjPW0e/iI9f/58XHvttejduzeef/557Nu3T7FMXcWnaGKdEmpxMIzVahXEf5vNRmxjUl/X65mkIKlLbYnj7RHPNm7ciKKiIvzpT38STOUbP368aJaKnu/O5XJF/ratSNWb5cuXIxgMCgRPwrRFQToWp9OJ//u//8ONN96IuXPnYs6cOfjpp5/Q0tKCgoICwbkXXHAB0tPTBeUMk5eXFxmRuvzyy3Hddddh3759+Oc//wmfz6dYhvCMhtglNzfffDOsVmtEZZvmnTQ3N+P888/HO++8g2+//RYLFixQfRc2mw1VVVUCpWkAVOJgJO9z2rRpGDRoEP79739H/q62thYff/wxZs+ejdTUVN3Ko1eZGdphax67Ef369RP8HB7yD0/TaGpqQm1trUCGO0xsp9TpdKKsrAx2ux3z5s0Dx3EAQmsgw9Oejhw5Ivj7xx57DLfccgsGDhyIf/zjH/o9GEKN6q233opnnnkGS5cuxWmnnYYzzzwTl112GXJzcyPnLViwAO+++y5uuOEGTJs2DYmJiTAYDFi5ciWampoAICIUEvu+AKB///7YtWtX5Odwh3PlypXYuHEjOI6LvIvS0tLIe8jJyZEsd1xcnKDBj6VPnz6CjjEQtUVhYaHs34WfYeDAgaLfDRo0CB6PB2VlZZFpjkOHDpW9VphNmzbh999/x9VXX41nn31W9Xw5aN9Z3759ReuqMjMzUV1djWAwCKPRSGUzEkjuScKyZctwzz334KyzzpJU55OadjNjxgyceOKJWLFihWCaVZhwgqYHU6dORV5eHt566y3Y7XZkZWXhnHPOkTyXtE717dsXCxYswNKlS/H+++9j0aJFcLlc+PDDDyPTw9RoT5vHCuZcf/31GDhwIC6//HJs3rxZtkxdxadIY50SJHEwTO/evSXXIpHYmNTXTz755DY/kxwkdaktcbw94lk4tsu1xfypsHrUhzDhJIp0PZ8SUvXmwIEDSE9PV5xu2FYqKipwyimnwGKx4JprrsHkyZNhtVqxdu1abNiwQVS/pd5xmFjBHAA4+eSTccEFF2DUqFGKW5cdPnwYGRkZoqUKNpsNeXl5ERvTvJPwtNBVq1bhzDPPVD0fCC2JWLNmDU4//fTIFPoZM2bgkksugcViUf170vdpMBhw00034Y477sDOnTsxYsQIvPHGG2htbcX111+vW3lIoK0DDHpY8tiNiF38Hm7Awsle+Pfhr498Yo+FG4X+/fuLgisQ2lZgyJAhkZ+dTidefvll2Gw2FBQU4JdffiHar8hqtYrm0AOQlGb/5z//iXvvvRerVq3Cb7/9hmeffRYPPvggvv76a0yZMgV79+7FsmXL8Mwzz+DOO++M/F1NTY1gjVn4PUjJj8e+h3CwO+2003DiiSeKzr/jjjsUR4Oys7Ml15PK3Y9/LHZfOj5Kz9DS0hL5+/A1wseUOPHEEzF06FAsX74cp512GtFXTylo35mUaAO/7hqNRiqbkUByTzXee+89LFy4EFOnTsXKlSsV7RVLdna27ChnbW1tRJCqrRiNRlx11VVYtmwZLBYLrrjiClnRAtI6BYRG/0488UQsW7YMixYtwieffIKmpibiOtORNo+Pj8cpp5yCTz/9FLW1tYJRCKkydQWfUot1SpDGwTByyT6JjWl8vS3PpARJXWpLHG/PeEbSFgP6vbtx48bBbDZj3bp1xH8jh1S9sVqtcLlc4DhOlEDzzwEgavfdbrdkXyCWl156CUeOHEFxcbFAMEhuL0qSj1l8pk2bBgD47rvvFJPHuLg42S1MWlpaIs9J8k7C3H777VixYgUWLFiA1atXE800yc3NxdatW7F161b8/PPPkbWoTz/9NNauXauq2k3zPq+55hrcf//9+Pe//42XXnoJr776Kvr27SsQCGpreUigrQMMeljyyIhgs9kwZMgQya/vfLGb8LmjR49GTU2NZPIYy4IFC1BUVITff/8dt99+Oy6//HJs27YNvXr1Uvy7vLw8FBcXC44Fg0HZhCsnJwdXXXUVrrrqKjz11FPIz8/Hq6++iilTpkS+AscudI8VfQh3zLds2SKYZshxnKhDP378eBgMBlgsFqL3EMu4cePw5Zdfor6+PjKtg8/hw4dFHdqwLZSm5oWfYcOGDbjwwgsFv9uwYQN69OiBnj17Yvz48TAajVizZo2k0AQfk8mEZcuWITU1FTfccAMaGhoEnU9S2vrOpKCxGRD6+MEXBtGbTz75BFdffTWmTJmCzz//nGqk0O/3448//pD8Il5TU4PS0lJd1eCuueYaPP7445F/y0Fap8Jcf/31uPnmm7F9+3YsW7YMQ4YMEagdthVamyvR3Nwc+Vu1+3UVn1KKdYB8HSeNgySo2ZjW19WeSQo9fLktMak94lk4tm/evBlnn3125HgwGMTWrVsl/0bLu4slKSkJV1xxBd5++2388ccfOOGEEyTPW7duHZHydCwTJkzAZ599hi1btsiKR+Xl5QGAqN3fsmWLon+GKS0tRVpamkhpVkv9lsLpdBKdN2bMGKxcuRK7du3C8OHDI8ePHDmCioqKyLIdkncSpm/fvvjtt98wY8YMnHbaafjuu+8UxfbCGAwGjB07FmPHjsVf/vIXvPnmm7juuuvw008/YebMmZEPhnLxgvR9pqSkYP78+XjnnXdwxhlnoKCgAI8++qgoKVYrT1shLbPSczOUYWseGQJuueUWbNiwAe+++27k2KZNmyIyxnwefvhhbNu2DQ8//LDgi7Xf78d7770Xmbb64osv4qOPPsLSpUtx4okn4qOPPoLRaMSll16qugn5Oeecgy1btgiS16eeeko0OrJ27dqI9HwYt9uNQCAQUfkaPnw4LBaLQIXxyJEj+L//+z/BdIkBAwbg7LPPxr/+9S8cPHgwclxqY/a8vDzccMMNePbZZ0UKmLW1tVi6dKni802bNg0cx8l+6c3MzMQDDzwQCW41NTV46KGHMGjQIEGnIpb+/fvj/PPPxyuvvILt27dHjr/33nv49ddfcccddwAIfQW89tpr8corr+Dbb7+NnBcMBiOKuXwMBgOee+45PProo7jrrrtw//33Kz6fFG19Z1LQ2CxchpKSEllV07bw5ZdfYv78+Tj99NPx5ZdfKq4fevHFFwXqiT6fD3feeSeKi4sjNuLz+++/A4Bo1H7Tpk2YM2cOvvrqK+ryDhgwAF999RU+//xzjBgxQvY80joV5vLLL4fdbsd9992HNWvWCKYu6QGtzeXYuHEjfv75Z0yePFlxS4au4lMksQ6Qr+OkcZAENRuT+jrpM0mhhy+3JSa1Rzzr378/zjnnHLz44osCTYJnnnlGtIyB9N2Rxoh//OMfGDRoEGbNmiVSOq+pqcE111yDl19+mfqZgNBH5JycHCxatEiwDrS6ujqyhj87OxtjxozB8uXLIyN3DQ0NeOWVV4jq55gxY1BTUxOJlUBo/aHammYSOI6LbEkye/ZsxXOvu+46JCYmYvHixZHRYo/Hg1tvvRU2my2y7QrJO+GTnZ2NX375Bf369cOUKVOwdu1axXK89dZbKCoqEhwLz4oI14/09HTY7XbReQD9+7z55pvR3NyM66+/HkajUfRBkqQ8bYW0zErPzVChQ+V5GO2OktoqX1WV4zhu3bp1HADus88+ixwLBoPc7bffzhmNRm7s2LHcpEmTuDPPPJN79913RWqrHMdxH374IdezZ0+uV69e3IwZM7iJEydy2dnZ3BVXXMHV1dVx69ev5ywWi0jp9YcffuBMJhO3ePFixedpaWnhTjvtNM7hcHDTpk3jRo4cyT311FMitdXdu3dzM2bM4HJzc7lp06Zx06dP5xITE7mzzz5boKS2dOlSzmq1cieccAJ35plncoMGDeI2bdokUnGrrKzkJkyYwMXHx3NnnnkmN3r0aG7JkiXcwoULubS0NEEZvV4vd+edd3I2m40bMWIEd+6553KjR4/m8vLyuCeeeELx+TiO44YNG8ZdeeWVouNhNcZly5ZxgwcP5qZPn86lpaVxAwYM4Hbv3i04V0rxrq6ujps5cyZntVq5yZMnc2PHjuUsFgt35513coFAIHJea2srd9NNN3EWi4UbOXIkd9ZZZ3F5eXncwoULRWXh8/LLL3MGg4G76aabuGAwKPt8UmUjfWdS9+U4jrv//vs5AAIlQhqbbdmyhXM4HNzw4cO52bNnc1dccYWme8bidDo5m83GAeDOPffciFJf+L+7775bcP7ixYu53NxcbsKECdxZZ53F9ezZk0tJSeGee+45yetfdtll3LBhw0THP/vsM2LVOL7aqhKxaqscR16nwlxxxRUcAM5isQjUgcPIKTW2h81j1VZnz57NnXLKKZzZbOZmzZrFlZaWqpatK/gUaaxTquOkcVDOFnzUbEzi66TPJIVevtyWON4e8ayqqoo79dRTOYfDwZ1xxhncCSecwN19993cjTfeKFBbJX13K1as4ABwL7/8suKzcFxIPXThwoWczWbjhg0bxp1//vncpEmTuLi4OG7cuHERpVCOo/NhjuO4PXv2cGPHjuUSEhK4yZMncxMnTuT69u0r6If89ttvXGpqKpefn8/NmDGDGzlyJLdt2zYitVWPx8OdffbZXFxcHDdt2jRu9OjR3Pnnn88tX76cA8Bt2rSJ4zihgqkUiFFbPf/887kBAwZwycnJ3KOPPirwTznV159//pnLz8/nsrOzuRkzZnC9evXievbsKVLdVnsnUmV1Op3cjBkzOIfDwX333XeSz8BxHLd8+XJu4MCB3PDhw7mZM2dy48aN45KSkrjHH39ccN5f//pXzmw2c1OnTuUuvvjiiAI16fvkc+qpp3IAuHPOOUdzeaQgVVulKbPcczOUMXAcwTwAxjFDSUkJ1q9fj1NOOSUyJXTfvn3YsWMHLrjgAsGXu7q6Ovz444849dRTRcP7RUVF2LFjB7KysjBu3DhUVlbit99+wxlnnCFaE+T3+7F9+3aUlpYiMzMTQ4cOjSwS//3331FRUYGZM2eKpu6tWbMGVVVVmDVrluIXRY7jsGnTJlRVVWHUqFHIy8vDli1bUFZWhvPPP19wbnl5OXbt2gWDwYCBAwciPz9fdL2Kigr88ccfsFqtmDBhAqxWKz777DP069dPMAWE4zhs3boV5eXlGD58OPr27YtZs2Zh9+7dgpGOMM3Nzdi6dSuam5uRn5+PIUOGSK5vieX111/H7bffjiNHjgiUV3/++WcAof3nKioqsHXrViQlJWHChAmikdfff/8dbrc7sh6Dz6FDhyIbmo8dO1b2615NTQ22bt0Kg8GAkSNHCtTP+GXhs3btWpSVlWHixImyokBKZVN7Z3L33bVrF/bs2YOLL75YMCWGxmb19fXYvHkzmpqaYDKZIlMRae/Jx+fzKe4vmJaWJhI6cLlc2LlzZ2QT6dGjR0tOc62rq0NeXh6ef/550bTVsrIyrF27FqNHj1ZdB7Np0yYUFxerfjn//PPPkZmZKTk9jbROFRUVYdOmTUhJSZG0v1TdaC+bb9q0SfCF2WAwICMjAwMGDJCcPt+VfQogi3VydRwgi4NyZeSjZuMwJPGR5Jmk0NOXtcZxkr9tS90eNmwY+vXrh23btqG4uBizZs0SXEPt3d1///148cUXcejQIeIRHrfbjW3btkVUwfv27SvyFRof5rN79+5IWUaNGiWaodHU1IR169bBbDbj1FNPhd1uF9XPcLw94YQTMGjQIMHf79ixA0eOHEGfPn0wfPhwlJaWYt26dZg6dSpSU1Phcrnw9ddf48QTT5QU3frkk08EP1ssFvTq1QtDhgxBQkKC4HdK5fD7/diyZUskvp900kmy/R25dyJXVq/Xiy+//BIWiwXnnXeebLsUDAaxd+9eFBYWIjU1FSeccILoGQBg//792LdvHzweD/r37y9YGqP2Pvn87W9/w6OPPopPPvlEcuo+aXliWbVqFex2O0477bTIMY/Hgy+++EKy7SMts9JzM6RhySODQYjP50O/fv0wYcIEfPzxx7pdNxAIYNSoUZg1axb+/ve/63ZdRvvZrDNYsmQJvvjiC2zfvl00dY0R5XiyOYOhFxMmTMA555yDBx98sLOLwjjOGTNmDEpLS1FaWqqbgiqja8HWPDIYEhw4cABbtmyJ/MxxHB588EGUlJToKlYChEQzVqxYgcmTJ+t63e5GR9qsM5g8eTJWrFjBEkcex7vNGQy9uPfee/GXv/yls4vBOM7ZvHkz/ve//2HRokUscTyOYSOPDIYEZWVluOiii9DS0oK8vDzs2bMH1dXVePzxxxXluRmdB7NZ94PZnMFgMDqf9evX48knn8Svv/6K/Px8/P7774iPj+/sYjHaCZY8MhgK7N+/HwcPHoTdbsfYsWORlJTU2UViqMBs1v1gNmcwGIzOo7S0FOvXr0dGRgYmTpwou18w4/iAJY8MBoPBYDAYDAaDwVCFrXlkMBgMBoPBYDAYDIYqLHlkMBgMBoPBYDAYDIYq3XJScjAYRFlZGRITE2X3xWEwGAwGg8FgMBiMYxmO49Dc3IyePXvCaGz7uGG3TB7LysqQl5fX2cVgMBgMBoPBYDAYjHanuLgYubm5bb5Ot0weExMTAYReIlPlYzAYDAaDwWAwGMcjTU1NyMvLi+Q/baVbJo/hqapJSUkseWQwGAwGg8FgMBjHNXot1WOCOQwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUIUljwwGg8FgMBgMBoPBUMXc2QUoLy/HsmXLsHfvXtx///0YOnSo4vl+vx8rVqzA2rVrYTabcdppp+HCCy+EwWDooBIzGAwGg8FgMBgMRvejU0ceX3jhBZx88skoLS3Fe++9h8rKSsXzg8Eghg0bhpUrV6J///7IzMzETTfdhHnz5nVQiRkMBoPBYDAYDAaje2LgOI7rrJsfPHgQvXv3RmVlJfLy8vDTTz9hypQpsudzHIeioiL06dMncmzNmjWYPHkytmzZghNPPJHovk1NTUhOTkZjYyOSkpLa+BQMBoPBYDAYDAaD0fXQO+/p1GmrAwYMoDrfYDAIEkcA6NevHwCgpqZGr2IxGAwGg8FgMBgMBiOGTl/z2FaWLl2KxMREjB8/XvYcj8cDj8cT+bmpqakjisZgMBgMBoPBYDAYxw3HtNrqypUr8dRTT+Hf//43UlJSZM974oknkJycHPkvLy+v4wrJYDAYDAaDwWAwGMcBx2zy+O2332LevHl47rnncPnllyueu2TJEjQ2Nkb+Ky4u7qBSMhgMBoPBYDAYDMbxwTE5bfW7777DRRddhCeeeAK33Xab6vlWqxVWq7UDSsZgMBgMBoPBYDAYxyddfuRx2bJlWLJkSeTnVatW4cILL8Tf//533HHHHZ1YMgaDwWAwGAwGg8HoPnTqVh1r1qzBq6++CpfLhc8++wzTpk1Djx49MHv2bMyePRsAsGDBAqxfvx47d+5Ec3MzevTogcTEREyfPl1wrQULFihu88GHbdXBYDAYDAaDwWAwjneOq606evXqhbPPPhsAIskiINzCY8GCBbjwwgsBAHFxcXjttdckr8VEcBgMBoPBYDAYDAaj/ejUkcfOgo08MhgMBoPBYDAYjOMdvfOeLr/mkcFgMBgMBoPBYDAYnY/m5PHAgQN4+OGHcfXVV0eO/fe//4XH49GlYAwGg8FgMBgMBoPB6DpoWvP4yy+/4Nxzz8XEiROxatUqLF++HACwdu1aHDp0iKmgMo45Fl9/KdBUJvt7jgMKK+pQWe9E/5w0ZKUmAADsWf3w+Mtvd1QxGQwGg8FgHIPcf/NVcFcdivxc3+zGvpIapCbYMDA3A0aDQfLvWD+D0dXQlDzee++9ePHFF3HdddfBwKvsV199NS688EKWPDKOPZrK8I/hOyR/FeQ43PxVKz7f4sPrs2y4bkxj5HeLd3VUARkMBoPBYByruKsORfoZX+33YfZqN84daMZH0+2IM1XI/t3CzfrM6ItNXr3+AHYfrkIgGMSw3j1gt4pTApa4MqTQlDzu2LEDc+fOBQBB8ti7d28cPnxYl4IxGF2BcOL4aiRxjOvsIjEYDAaDwThG+Wq/D7P/czRxnGNHnEl6xBEANpYGsLuoWpf78pPXCmcQZy53odHD4aerHRiUXif5N+wDOUMKTWse4+PjUVVVBUCYPG7duhXZ2dn6lIzB6GRY4shgMBgMBkMvaBPH6e+0wGG16FoGceJokj03EAjqem/G8YGm5PHiiy/GnXfeiebm5sixDRs2YMGCBbj00kt1KxyD0VmwxJHBYDAYDIZe1De7qRPHEVkmDM3P1K0MNIljs4fDniP6jHoyji80JY9PPfUUGhsbkZ6ejmAwiLS0NEyYMAF5eXl45JFH9C4jg9GhsMSRwWAwGAyGnuwrqaFOHL+93AGTSZ9d9bz+AFXiePZ7Lrg8Pl3uzTi+0LTmMTExEatXr8a6deuwefNmBINBnHjiiZg0aZLe5WMwOhTaxLGkulHx9wwGg9EViRXPiKWq3omC8jr0SE1A3+w0GAxMPINx7KNU70uqG1Fc1Yi8rGTkZiZHjutV71MTbEfFccgTx0Sr/Lm07D5cRZU47qwKYO4J+o16Mo4fNCWPGRkZqKmpwSmnnIJTTjlF8ncMxrEGbeL42K8eFFex5JHBYBx78MUzYnljmxcLfmjFjWMteHmqDUZDKQAmnsE49pGr94/96sHzv3jw6BlW/HWysF3Xq94PzM1QVFVtz8QRAALBIFXiuOrKeHzYYNW1DIzjA01j4bW1tZLHfT4fmpqa2lQgBqMz4DhQJ44P/ORBXlay4nkMBoNxLPHGNi8WfH40cZxpk917jsE4Xgi356HEsf2SJSVfau/EEQCG9e5BlTiO7yV/LqN7QzXy+Mknn0j+GwCCwSDWr1+PAQMG6FMyBqMDKayo4+3jSJY4PnqGFXXpLHk81pGbxqS0gTObvsc4HmGJI6O70VGJoxIdkTgCkNzHMQxLHBk0UCWPCxYskPw3AFgsFvTp0wcvvviiPiVjMDqQynondeL418lWNo3rOEBqGpPaBs7M7ozjDZY4Mrob3SlxVIIljgxaqJLHhoYGAMCAAQNw8ODB9igPg9Ep9M9Jw3VjlNcvdoWGhtH+0OzDxWAcD7DEkdHdoGnPq+qd7VIGljgyjlU0CeawxJFxvJGVmqD4+/ZOHBfOOx8Of51ip83p9mB3UTUcVguG5mciIWcAmzqpMyxxZHQ3aBLH+mZ3B5aMwWgfaNrzN7Z5UVBep3sZaBJHt8ev+/0BljgytKMpeeTT0NAAv19YsTMyMtp6WQajy9ARI44Ofx1eGLFT9vcbSwOY/kWooVlxuQOJ1ios3qXP3k+MEDSJo9Pt6cCSMRjtA03i+NV+H/aV6KekHl5r7Pb4sbuoEiajEcP6ZCHOLN+BjUvvjSdfeU+3MjC6HyXVjTxVVfXEccHnrZg1UfnjMi00ieP+2gB2F1Xqen+AJY6MtqEpeWxsbMTixYvx8ccfo7m5WfR7juPaXDAGoyvQXVTYujs0iePG0gB2F1V3YOkYDP2pqndGt+MgSBxn/8eNaSfZdLu/u+oQ/pT9P5yx3IVkqwE/Xu1AdoJ8clrhDGL+D+W63Z/RPSmuaqRKHG8ca4EtO023+9Mmjmcsd2Fwf30/FNMkjkHWn2dIoCl5vOuuu3Dw4EF8/vnnOOOMM7Bu3Tps3LgRjzzyCO666y69y8hgdApdYY1jRyWOShsnBwJB7DlSDZfHh2G9M5FgD72L40VxtL7ZHRXHIUgcp7/TgpNH5HRgCRnHI4uvvxRoKpP9PceFVKAr653on5OGrNQEXX2uoLyOKnE8d6AZvXP1m1Xk9vhjEkf5DnKFM4gzl7uQ2TOo2/0Z3ZO8rGTRPo6xxI7I37lbn3s73Z7IDCLSxDHZasCwPln6FAB0iaM3wOGAjrMNGMcPmpLHr776Cj///DMGDhwIABg/fjwmTJiAQYMG4f7778c999yjayEZjI6mOyWOgPzGyeKGpj7yu+NFcXRfSQ1V4jgiy4Sh+Zm63f/eP12OjRvWIxAMYljvHopy6uFEPju/H97+9DvdytBZxH60UNoeJczx8tECTWWSPgeEvvbf/FUrb/ugUGdXT5/rkZqAl6eSJ44fzbHj3r36xaDdRZVUiWOjh8PpvXvodn9G9yQ3U3l7rfYUj9pdVE2dOP54tQNPF+kzpTQQCFIljnM/caPe1KrLvRnHF5qSx7Kyssh+jklJSairq0NGRgYmTZqEXbuOkx4lo9vCVNhCdJc1EakJtqPbcZBPHX7woH7TiDZuWI99BYX46WoHBqXLCzPw7TE3O0W3+3cm/I8WatujhDlePlrIEU4cXyXcd1YrfbPTYDSUyv6+vcWjTEYjVeL409UOvFLRZpkGBkOW9lYddlgtRzULyBNHJf+gZc+RaqrE8esDfsyfxjRMGGI0R2LDUacaMmQIPv30UyxcuBDfffcdE8thHNMcayps7UV3SRwBYGBuhmyiArS/PQLB4NHEUf4dx9rjwwZ9RsPvW3Qldv+xRTA1UomS6kYUVzVi7Ekn4aW3P9WlDAATKwrTUYkjACj1iztCdXhYnyzVNY78xHFQugmQd1MGo010xHY1Q/MzkWitkv19eyaOAODy+KgSx08vteMHn13XMjCODzQlj8OHD4/8+/7778cll1yCv/3tb6iursYLL7ygV9kYjA6FNnHsbBU2Jt+tD50tVjSsdw/iEcewPT5s0Ofeu//Ygs9/3yOYGinHY796IiqFdW75DhAtnSlWFJ426/UHsPtwFdHUYWtmHzyx9F3dyhCmIxNHJTpquxolVVXJxJHBaCc6ap9Tk0k+GWzvxBEAhvXOFCw9iSU2cZw5yIIfjvOZHmpce9u1OFJ7hOpv8tPz8eY/32ynEnUNNCWPO3dGtxSYNWsWdu3ahc2bN2PIkCEYPXq0XmVjMDoMLfLdna3C1tny3ce7CltHjQArJSrtnchX1juJEpXYDyt6TR3tbLEid9Uh3N17e0yiopzIX7xKf7/rbomjEixxZHQkHZU4KtERiSOAiNidFFKJIwPYtG0TmkY2IXl8dK1s7Q+1cBe4kT0vG+akUPvtb/Kj4sMK2AfYgdrOKm3HocsCggEDBkTWQDIYxyJa5Ls7W4WtM+W79VRhixVNCU+NzMtKVhQ3aE/hlO4ydbh/ThrRiGN7iUd1tliR1x8gTlTC9jAk+3S7P8ASRz4scWR0JN0pcVSCJY7ytDS0oPz98kjyyAU5lL9bDnCALd+GjLNDS/Ua1jaE/lvXgCHzh3RmkTsETcljUVERPvjgA9x7772C408++STmz5+P/Px8XQrHIOPCyy9EYWkh0nPTYUAo+DkbnGisaURadhrsCaE568FgENXFoSlfJ405CW/9663OKnKXQ4t8d2ersOkp392ZKmx80RT+1Eg1e1zxGxMraitqaxzbW3W4s8WKdh+uokocd1YFMPcE/ZJX2sSxpFrZJ7TCEkdGd4OmPa9vdrdLGVji2PWxOWzIODeq5WIwGpA5MxMtB1qQNDYpcjxpbBKatjUhfmB8pB9+PKMpebzllluwcOFC0fHhw4fj1ltvxcqVK9taLgYFzYZmBK8NohrCtUAWWNB89H9hwpW6eFVxh5axq9OZ8t2ANhU2veS7ga6hwsbEikJ0lTWnHbFdTXcWK+I4UCWOj/3qQXGV/sljVxArYolj92HhvPOxc+cfGJybgdREeTEW/j6n48eNxz/f+kS3MtC051/t92FfO+x1SJM4ev0B3e8PsMSRhJ4DesI8XZgq9Zgj3jIoLjMO/Zb0C/2wqiNK1rloSh5//PFHvPfee6Ljp59+Oq644oo2F4rB6EowFbYQ7anCxsSKQnSnxBHo3mJFhRV1vH0cydacXnK68kcuWjpTrCgMTeIYCAR1v393494/XQ5vbZHs7+XEo/RaJrBz5x+4/4RqzBzUIHtO7D6nO1v0k9mtqndiwQ/kiePs/7gx7SSbbvcH6NrzCmcQuw/rJ1AWhiWOjLagKXlMTEzE/v37MXbsWMHx/fv3w25nsr6dia/eB3OiGQZzNCAGvUEE3UGYk9keWbQwFbYQ7anCxsSKQnQVsaKOShyVYGJFUfj2qEvXL3nsbLEigC5xbPZw2HNEn+SVv86aP8KltF1Ne66x7ki8tUWRZQKxiO0R/bCil0jW4NwMosSRPyKv596uBeV1VInjuQPN6J2r3ywb2sTxzOUuZPbU96MJTeJ4nOviEcMFOfjqfbCkWSJbFQJAoCU0KmyKj8YuDsf/S9OUTcyePRs33HAD3n33XQwbNgwAsGvXLixYsACzZ8/WtYAMcurX1KN0WSkSRiSgz519AAAcx6HgoQJ4yjzo/ZfeSByZCABwNbs6saTHBt1pMX1nqrAxsaLOEyuKpTsljkp0VbEiPTvR3VmsKLzOOnaES8keer77rkhHTR1WmqraEeJRPVIT8PJU8sTxozl23LtXnxjk9vipE8dGD4fTe4unSWqFpj0PchwKK/RfHnIsUra8DPW/1CNrdhayZoX0Jnx1Phy47wAAYODfB8KSFnqXDZUNnVXMDkNTD+jJJ59EUlIShg8fjoyMDKSnp2PEiBFISUnBU089pXcZGYT46nyC/wcAcICvIfSzvyE61S7QTnPojxe6U+KoREdMbQmJFdEljt1erMipj1gRH5rEsaqeiRW1lS4hVkSROH57uUNxhgQtWsSKhvU+/sSKugJdYc1pR6kO981Oo0oc9RSP2l1USZ04/nS1Q3GGBA1Bji5xvPmrVlS2U6w/1vDVivvXAXcAQU8QQU8QAXe0Tx3wHf/9a83TVn/++WesWbMGW7duhcFgwJgxYzBp0iS9y8egIHNmJqy9rHD0c0SOGYwG9P9bf3jKPUgclRg5nqDScenOMBW2EB21JoKJFTGxIqB7JY5qMLGiEMe7WFFXoDsljgCg1Hy0t+qwyWikThwHpZsAnZZ8HiipwWqKxPHVLT7Mn6rf8pBjmdw/5aJld4ugH23rZUO/+/pF/h0mrefx/87a9Dlj0qRJLGHsQhjMBiSfJO6IW7OtsGYLG92uKCXMVNhCdKfEUQ0mVhSCiRVFYWJF+sDEijpXrKgr0BXEirrTPqfD+mQhO0G+z9DeiXy9s5UqcXx9lg074zp3oOHa267FkdojVH+Tn56PN//5pq7lMCeYI3s98nEMdIiOGY0d32fraIiTxw8//BAAMG/evMi/5Zg3b17bSsXolnS2Chtt4tjZKmzfHyjA1CumUt9DLbB2p8QRYGJFTKyIiRXxYWJFUdpLrKgr0FliRXy6U+IIAHFm+XfcESPAnS1WpIUjtUdQNZ1SbbYbbJXR2RAnj3/+858BhBLD8L/lYMljx1JfWY/6NfVInZQaOeY+7EbD2gakTUuDNSvUCeE4DrXf1wIAMo36rR3Ri84MbFrkuztbha2G8yAwvgzV31QjcVQiEoZGvxA2bWmCq9CFzJmZMNlDjVDAHUD1V9VoaWyRvW5XUWHrTmtOmVgREysCulfiqER3ECvqbGgTRz3FisJ0t8RRie4iVqQFvz8604Tzc6j+qhqWNItqf1cvastr4dzjJO5fOfo6kAX9NBG6KsTJY01NjeS/GZ1PfWU9SleHVFYtqaHOZdk7ZXAXuOFv9CPvpjwAgPuQGxUfhEbq+s/u32nllaMzA5sW+e7OVmFDThKqv6lG7be1aNzQiCHPDwEQkpQ+8vIRIAiYk8zImBFKcOvX1KPmyxoknpAoed2uosLWnRJHJTpOrEi5E83EikJExIpMnStW1F50l8QR6Hyxos5Ei8rtzqoA5p5w/IkVdafEUYmumjgCQCPP9k3bmlD1WWgUUq2/q+f9S14rIe5fwQj0v6zr9a/15vifmNsNiLPFIWFEAsyJ0W8ByScnw5xiRtLYpMgxa44V9n522PvZYY47dvZ87DD5bsrEsbNV2OxWCxJHJcKcakbKqSmRcwxGA1ImpMCSYRF8LUsYmgBLhgXxKfGi63YVFTYmVhSiO4kV0SSOP17tUJz6RYsWsaLBOs42AJjKbZjutua0s9CicrvqynjFGRI0dBWxIpr23On26H5/gCWOJDgSo2sK7f3ssPa0EvV39cJsoetfpUxI6ZKaInpDveaRBDZttWPJHZSLuOlCh8+YkRH5IhLG5DCh/99CX0RMqzqnYaalY+W7S2V/L9fQrC4opF53KLXmUIsK2zkbDXAMTYh8EeOTuzBXdMyWZ8PgZwcja5V45KYrqLAxsaIQ3WnNKRMrOrZUbruzWJGWWA+0j3hHW9Cicnu8iRXRJI4bSwPYXaT/ek8mVkSGPcGOZjQDAOLS4zDw7wNF50j1d/Uif2g+bNOF2hZK/SsA3WLNJfWaRxJY8sjQg2NBvrvF4genw2Lu7q7CdqyJFXnbaZ/U7pQ4AkysiFasqDNVbru7WJGmWA90uY6kFpVbPelssaL6ZjdmryZPHKe/04KTR+Todn+AiRUxjn00rXnUm/LychQUFGDkyJFITiYLEsXFxaisrMSgQYOQlKT/UPWxChfkYDAKgyHHcQAH0fGuTFcJbKRfKOXesaQ9IO4AaVJhk+hHSd4vGDpRyf5MrIhOrGj3YQ2dSBWYWFEUJlYUpb1UbplYURTSEWAuyAEGwGAgiPPBdnTSNtCZKrdA54sV7SupoUocR2SZMDRfv/Wex5pY0eqDh3DmFWeKpmJy4CSPAaGt4PQccafqX3GcZB9Ll3Jo7F8dj3TqmsfNmzdjzpw5GDVqFCZNmoRt27ap/k1raysuvvhiDB48GFdeeSWys7Px4osvdkBpuz5NW5qwa8EulLxWEjnGcRwKnyzE7ht3w3XAFTne6tJf9EEvjrXEMegN4uD9B7Hnz3vgqYiujZCzR/mhcuIyKDU0jVUuBL3R6SyVn1Ri1/W7UPtjbeSYv8mPfYv3Yd9f9sHfJD/l7FgUK9IrqdEiVhQI6juNiIkVRekuU4dDYkV0Krd6muOYFCtydp5YUcAXxJ4/78HB+w9Sxd1AO81S0JvuIlaUmmCjShy/vdyhOEOCBq1iRcN6d55YUVFlAzZs3oDKaZWoml6FqulV2Fq4FT998BMOph2MHCseWYxfPvsFa39ai4rTK6j3ZpQvL13/qvDJQhzeeViXe/Oh6V811Tbpfv+uhmbVlHXr1uGFF17Anj17AADDhg3DHXfcgZNPPpn4Gjt37sTcuXPxzDPPoF+/fkR/8/DDD2Pjxo0oKChATk4OVq5ciYsuugjjx4+nuvfxiKvQBQSBlv28rRi4kMoq5+PgLnZHNjT1ur263POci89BSU0JsvJCnQqP24PSA6G1g70G9oL16Jf9quIqOOudsMXb0LN/T9mvUseiClvQHYSnLBTUPOUeWLNDzyxnD4+LbPG92hfKgI9D0B2EMS7UsLUcaAnZ+6AbODN0jq/eB3+DP/JvcxKdy3eYWNHUY0usyOdtiax/amlqQeXh0HS+/GH5MJtD77isoAytLa1ISE2I+EfPpJ54Z+k7gutqEityM7Gi9qI7iRWtoBQrerqoc8WK5k/rPLEij8ePoCsIj8tDFXf9vvZZJ6onx8KaU70YmJuBOJP8/tDtKR6lVazow4bOEyvy+wH3IW9optPRV9GyvwUIhvo4YZEaT7lH4B96EQzQ9a/ch9zghug/8kjTv+rKgzN6oSl5fOutt7BgwQKcd955mDt3LgBg06ZNmDhxIt544w1cddVVRNe55pprAAAlJSXKJ/J48803cdNNNyEnJzQH/cILL8SIESPw5ptvdvvkMXNmJsxJZoEClMFoQN+7+8Jd7Ebq5Oi+OIlp0ts10FLdUg3/HD+qkqLT+AKbQl9aG8dFEzt/kx+ta1sRNzYOVZlVkutAjkUVtkAgCHOyGb3/0hv+Bj8SR0Xfq5w9cvqpr58gmdqSmGGDOTnqwrkLctG0pUmgDGbvbUfezXmRf9PQ1cWK9EKLWNHZ6xHZuJgLcvD97oM5xYy6kdERweDoIFq3tMJ2qi3qHxL1nokVhehOiaMaTKwoRFcSKwoYreh1fS+YU8xUcdeqU8e/vehOiSMARV9qb9XhY1GsKGtQMrIX9hJMy+x9W2849zgFey0mjkqU9I+2YjbT9a/63t0XaVv0bR8Buv5Vek667vfvahg4jn71TH5+Ph566CFcd911guPLli3Do48+isOHD1Ndr6SkBHl5efjpp58wZcoU2fPKysrQq1cvfPHFFzjvvPMix6+//nrs3LkTGzZskPw7j8cDj4c33N3UhLy8PAwePBgmk9CJ//vf/2LAgAE4ePAgLrjgAsnr7doVmoD/3XffYfHixaLf9+/fH59//jkA4OWXX8bSpUtF58yYMQPPP/88AOCOO+7A999/Lzpn0aJFuPnmmwEAs2bNQkFBgeicf/zjH3j6nadRNb0KB+47IFne/NvyYe1hhafSgyP/DE0lMLeY0btX7zY/U1FpEfzxoS8vCSMSkDM/lBiVv18O507x6EjamWlIn5aOrFVZiG+KFzxTceFBNLu9uGOCBf84K+SIw5dKj7DM6GfGCxu8OGf8QBQ5pTt4NM905pj+qCw9DKeHQ3ETh4Q4IDfJiLP6m/H82SFhlju+bcX3h6Jfkd0+DkfcBmRd0gPp00LBouiFInirxKO62ZdlI3FkKPAV3lYoePcAUFFSiA1XmzAgzYh1xX5MWe5CkAP6pBgEydKuRaFA+d1BP87/1ANjqjBIx2XFofftoWvXrq5F3Y/i6Y1ZSVk4sidUD8J1r6KkENnWqI/cdJIFu6qCeHWLDyf0MMIn8SFx8OAh+HRN6B0PHz5cfALI/OmsYan4x/Ad+O6gH4u/F36xC9vjgiGhxPH/tviwdHPo/VZ4rMjO7Qugbf5UXlyIHFvo2f8xw4azBoTeabju+YPA4YZgxB7fXB6PszY4YLo4OeJPsYQV4Zp3NEf2VgWifseve/1y0hBwNSAhpqMyo1+07t3+rRtvb/ehvhXomWhAq8GG7Ny+xDHirLPOCj1TjJ0qSgph41pR1szhT2MtuOOUOFz0kfSo4q5FCfhqvw8XfuSGzRqH/L4DBL/XEvfefuNVZFs98AY4HG7gYDQAD50ehyWTQs896wMXCuqFla+81YoPPv5M9pnC0Na9O75rRUlTEE4vkJdkQILVgP6pRnx+WWi2xssbvVi62Suod1LPRFr3Yn0uXPfe2ObF9Z+3ItUG5CQKE7aTx47GG99s0aV9WnzJaejfsiXiT3zG9TRi1aEAkq0GnJZvwu/FoQ+C/Gdva90rO3IIPe1e/HeeAwPSjDhYF8QFH0aXVnAcIvb44rJQIj/7h1zsk5ixTVv3BuVm4EBpLTIdBmTGR/1u0UlxuHl8qFMdrnsNrRzKmjmYbSaY0syCWE7S5pb9vUwU74HO60f8/svqSL0LckBRQxAGA/DT1aFERa7NHXfiKLz17dY2170B1jr8Y/iOiD8BQHULh2oXh0yHAZePtIja3Fifa0vd4/sdv+7NeKcFRY0crCagd4oR4Vxp16IELN41EmcteKDNdrpp1gTYqrYJ+hGRZzopDleNsuDs91zYWBpAXpIBdkuoEOHnV/KnMEpxr7BgP1LjAihdHKq/Um0uAASCwL7aIB49w4oXDlng9InXXKr198wtZjz1+FNtihFAqI/Z876eoj5sLPw2t+b1GpHPafUnfh8XiPZhAfn+3pDBQ/C/H/8n+0xAx+caTU1NSE5ORmNjoy46MZo+DzQ0NGDOnDmi45dccgnuuOOONhdKjrq6UKuRni7M6tPT0yO/k+KJJ57Aww8/3G7lYuiDPxhEz0QDzuqv/LW/uoXDCxu8ePQMKw5ZE1Gk0zqY2MRR6WO/28ehqJGDMU7fL5MVziCu/MwtmTiKaEc9ho92+vB7cRCvz7Jh5V6/qAMPANvKKyJTN4tKiySvc+VfroQj0QFXswtFpUWwmCzomd2TqAxhe/RIMLTrBs5Kdo5NHNujDFmpCWgOyI+gBzkOPxYGIoljis2AgmYfikqL8K+3/oVP130KAPhj6x9wO8WJ3z1P3YOn33ka+en5ot8FAkGUtXC4bLgZL8+04VC9fKUKjwCP62nEvkb9Rif4iWOfFCOSrPIjXP4g4GmHaYC+ICdKHGXpALEiqcSxo/AGOHyy24/85NCI/FO/RTtHLV5fxNdJ696HX38ouUTBqCAwwU8c85IMuo8AN7s9osRRinDimGoD2meHzc4jnDh6AsDzZ1kVRxw5DjhcIa9K3Bb4iaOaPdqL7RUBycRRb+xWs2z4aPVHRxxPyTWh1q1/oIkzm5BiU55SGrZHeAT4hUPts00I49hG08jj5MmTcdddd+H8888XHP/888/x3HPP4ZdffqG6HunI4759+zBkyBD8+OOPOOOMMyLHb7nlFvz444+RLD0WuZFHvTLwzmb8zPGoGloV+RoKAN5qb2SInb/OrXFTqJM6sGEgfnj3hzbfe+oVU1E1vQquA67I1FijOdTpCfqDqP+1HvY8e2StJQC0Frci+bdkbP52s+BaV0wbjXdPK1S8n1iFbST+8fFvbX6Oa88ei/dXb6VWYTuckITkW7NhsocaXi7IoeH3BphTzLL26Lmhp+jdL77kNNzdezvVYvpBX5uRelM26tfUI2FoAmx50a0rlOzRt7kvfv/0d9H9/zF8B9VU1f7f2OBYFFrLF65XyeOi67j8TX40rG1A0tgkxGWGrpO1Kkvy2f8xfIfgGMlUVb1sL3V/QHnqcP9vbAhMssPf4EfKxJTIlJ6AO6BojyH+IfjxvR+J7g/ITx0Ov3s1P+fbI/2bdPz84c+C658yPB+j7RXUYkX37j1Bl3d/06wJ+PznjVRrTjN75uOX7cpxgpTFl5yGJ4f8QbXmdPYPuVj5225d7s23O8lUVb3qvNT9AfWpqnkrzDCcHq/q50BoBMDf4Meg1kH48V1hnZe7P6A8dfiEzxOQ1K8vWp2tSEhLgMl4NO6Cg7PeCZPZJNhU3Of1ITshG/954z+Ce1w6ZST+M0VZ0CPWHgO/scNxcyjeqfk5P+5mfp8p8nktXHrdpahyVcHEU+ZuaQyt94pPjo8cC/gDcDY44UhyoH9Of1HivviS0/DwgD+oxYoqTT2xdqf0R0Ia+HYnnaranvWeZKpqe7c1alOH2/v+YaTsEW5r1Pw8th10rHSI+nhamDJ/CmrPConUkPSvzElmyX6GVk46+yQ0ntZI3L+y59nR53Af3e6vF11i5HHGjBm47LLLsHDhQowbNw4cx2Hz5s147bXXsGTJEnz55ZeRc/nTS9tKXl4ejEYjSkuF66NKS0uRny/+qh7GarXCau3a6w7aQnVxNYq+LsKQfw6JzDUveb0Ern0utB5pjWxo6i5yo/jlYgBA/mz590ULF+RQ+HQhOF/oO0T6maGR4fpf61H+djkMFgOGvTosEliK/lmEXjm9RNfpTBU2LfLd317uQP7bXni/qkb2nGwAQPP2ZpQuC9VPOXv07CseedOiwhZMSUT1V9Wo+bIGlgxLZINaNXvYRknvj0i7xtHrC8ABYb2KezguMve/4sMKNKxtQNO2JvRbEhLE8vvVR43ae40jCWprToMBDkXPhTpSpgQTksaEgrGaPXqdLa73cpDYQ83P+faoLa8V/b1WsaJv9h7E9qOjzk21TagprYHBaECfEX0i8u1H9h6B3+tHSlYK0rLTJEWytIgVnd67h9Jro+JYFCtqL0jWODrrPGh4uU7dzxv9Ef/IPV+8obYcamtOWyx+7P1lI3w1PmSclxGJu03bmnDkvVAyyI+7h544hKw4sUKsFrEiX2tUNZUm7jbXNRM/vxKbNm9CQ2KDwM8LHgxNA+z/cP+IPUpeK0HD2gY4BjtgiRPXZy0qt50tVlRV3z7jvu29xpGEY2XNqZqfx7aDCWX67EnbyNO1IOlfhf1DL2rLalH6z1Li/pXBYkDvS8XT1I83NCWPjz32GABIzq999NFHBT+3trZtSuHBgwfR3NyMMWPGwOFw4NRTT8Xnn3+OK664AgDQ0tKC1atX46GHHmrTfY5lTCYTrD2tMNqjjX38wHi49rtgHxBdxGtJtcB8dI2c2aLfgmYYAHs/O9yH3LDnRe9nz7PDYDHA3s8O/nZA8YPiYXDSBekOke+eTpc4JloNMBgAR9/ol25rjhVGhxGWFIu8PSSU27WosKVmmcH1dQDG0DuNoGIPq0P8/rSIFXl8oXfFr1eW1GhnxT7AjoZ1DYgfGC2bUUXynCZxdLrJVGtpIRErMhgNsPa0wtfggzUn+j4dKvaIs5OJDpEm8mp+zreHzSH+aKBVrMhl8kcEg1wHXCj6oQj2fnY4pjkie+DVFNagYVsD8qfkwz/WLykWpEWs6IKfD6PvqL5IyQwlpaH3FUTZgTIEfAHkDMhBnDX0vloaW1B1pAqjTxiNT9/5VHTtY02sqLNVbk0mA8ypZnU/txsj/mGxkk05JRUrih8Uj4a6BuK4C8odA+TsYTRH7aLm5/y4K+XzSxZdAU/1YdkyuD1+7C6qhMloxLA+WYgzm9DUUA/7mOgz08RdPlpUbjtbrKigXP+tiWgSR7enfRRzj5XEEVD389h20HBEn0TcarfCj9D7J+pf6YzBYKDqX9n76V+GroimDKKtCWGYqqoq7N+/H9XV1QCAHTt2wGw2Iz8/PzKS+OSTT2L9+vXYuXMngFDiOn36dCxZsgSnnHIKXnzxRWRlZWHhwoW6lOlYJH94Pmy32QQbF/eY0wNZs7MEClnmJDMGPxf6emL6Qb8gZTAY0PfevqJNXB0DHRj26jDRpsq5C3ORuYp836KuLN+d2jMejrHRKQDWbCuGvjRU9MwCe0h0orWosF32hxGOsUkY/vpwwXtXs0fWD+Iv8VpU2HLHhL4s8usV/37pZ6YjbUqa4JjRIJ8k0CSOG0sD2F1UrVhOLZBu4GwwAAMeHyB6x0kq9rD9ID3qy4dmBFjNzwVlSxdPVVEa4FKyh9kafS9Kft5rQS/FzZOH9clCdoK8cquUPbwODvF/ioff6EcVomqhlukWWDgLGowNgms4gg40/iC9prTe2UqVOL4+y4YXiqsx9Yqpgg2x+Uhtni23NdGxpnKb2MOO7Id7q/t5nDHiH3E/qH8woVG5lapXSnGXpq1RsofJEn0van7OPy710cZTfVh2+qDYHiGb/7fIBseZUb0Horgr0dZoUbmdOciCH6RXBVFTUt2I538hTxwXfN6KWRP1GcUKQ5M47q8NYHdRpa73B+gSxyD96jJiSPtXan4e2w5m1umzN2V8cjxaEJqeTdS/0pk+I/sgfno0eSTq767unLW7HYmOw0/0bNmyBY8//jgAYOLEifjoo4/w0Ucf4brrrosouQ4cOBBeb3TB/umnn46ffvoJL7/8MjZu3IiRI0finXfeQUKCvsHlWMIAg8CRIsclHKk9nAs46sgSl5a7X2znSo4uL99N88xKnejePTAoXf7rqmRD84f8dZXsIfXuK+udVInjo2dY8WZLtLHT8sx8aBPH6e+04OQR6lue0ECaOAKhkVqaOi93bixatkdpDz+nnTqs1f5xZvl3rGQP2jovx+DcDMwc1CD7eyl7PF7hBzddfosLSSQ68VX1Tiz4gTxxnP0fN6adpP7xgQaaxLHCGYTb60cCYX0jrfNU26NwCvdrY1tDO3W4Lc8sh6I9dGtrMjG+l7z4TXtvV1Nc1UiVON441gJbtn6j/U63B9O/IE8cz1juwuD++opX0SSO3gCHA+3w0Qig719Rxd22OAJlGZSOt/l+Es+hpa053tCcPB44cADvv/8+Dh06hOXLlwMISc+effbZxOsLzznnHJxzzjmK59xzzz2iYxMnTsTEiRPpC804puioxFGJjloTYbfKu2JHTG3pn5OG68ZIj86EibXHm9/oc+/6Zjdmr6ZLHEdkmTA0X58vmwBd4tjs4eD2+CA9KUw7HbWvphrHwppTvUhNlJ9i1N72KCivo0oczx1oRoGnOaJwTIPUyKfb46dKHM9c7gJy9BWYo0lUghwHj88Ph+wZ2jlW1pzqQYJdvi3tiH1O87KS8dfJym1NrD3ubLs+VYTdRdVUiWOy1YBhfcSzdbRCmzjO/cSNepP+m853hf4V49hFU/L4yy+/4Nxzz8XEiROxatWqSPK4du1aHDp0qF2362DI49zjRMlrJUg5NQXZl2RHjpe8VoKW/S3ofVvviGKUp1Wf9WJFe4rgTfYieXxIgCDgCuDws4cBAH3u7AOTIxQYGzc2ovy9cmTMzEDGDPWF96SB7fv9BRh40kDY4m3IyosG+LqKOjjrncjMy4Q9IdRB9Pv8qCiswNCBQ7HyvZWqZSBNHDk/h6IXiuCr86HPnX1gSQs1uHL2qComH7VQamiaa1ph93MwHF2LU/N9DWq+qkHO5Tmq9ohFi1hRS50HxXfuE9Sr1uJWFP2zCPGD4gUL1ys+Di22T5ycKLq2VrGiBw/q07nSIlbkc0RTR2+tF0XPFcGSZkHv23sr2yMgseAV9IlKbakTTR8HVf2cb4+svuodINLEkQtyKHgkJNah5udh//DaxfthSUGTOIbrVe7C3Mhm0XL2oEHJHo2VLljqfKp+zreHFFrEioZ+H0A1t5vYz8P2GDVhlOjaWsSK7EfXL6r5Od8efpmtVbSIFbU0cUg9eow27spBmjgG/RwO3HeAzM959kgfr75hOE3iqObnfHvUVZCvFeyIxBHQJlakJw6rBSsoEscfr3bg6SJ9Pl4di2JFdaUtqHutRNXPY+OuXnAch8PPHib285LXStDq0T/ZpulfORuPt419xGjqfd1777148cUXRRvSXn311fj3v/+tS8EY9DRvb4a/PiSnHIYLcmhY3wBfjQ/OPdEK3arT3ogBXwBNW5oiP3vKPXAfcsN9yA1PBW97lM1N8Df60bhR+YsjQBfYajxuHNxyEDt/24nKqZWoml6FqulV2Ll1Jw5uPYgDngORY4WZhdi/aT+279iuWgaaEUd/sx/OnU54yjxwHYpuci1nj5aGFtX7A+pfKH2tAfibox2zxg2N8Df6iexBg5w9vG6/qF459zjhq/GhYX0DuGB0nUbD2gb46/1wNbsQS2qCjTpx1HMEWItYkTkYvb/7kBueMg+cO52q9vB5xJstaxEr8nkDRH4usIfKBoU0I44+b4DYz8P+4W1VTx6JEkfeY4TrlXN79Jnl7EGKWiIf8HFEfi5lDz4hsSLyxDFsDxo/D9tDKuZoESsK782o5ud8e3hc0nHnQEkNVeL46hYfjP7ovWjirhw0iYqn1Ufs53x7+L3KdZAmcSTyc549nIQqpR2VOKrRESPAQ/MzqRLH7AQjVhcUYvTU0eh7Ql8MHDsQU6+YiqlXTMWZV5yJfqP6oe8JfXHS2SdFjp909kk452LxrDqtYkVKMyRooRUr8vr8RH7e1rgrRyAQoOpfNaxvUPU5LdDE3fAWOsczmkYed+zYgblz5wIQLlrt3bs3Dh8+rEvBGPRknpMJAwxIGBUdRTIYDci/OR+uQhdSJ6VGjiek6bNGNDkzGZazeUpv/ezIviz0FcjeNxrwsuZkwZxqRsopKYrXow1sAbMVGedlhNS9ePPNcxfmwrndiYxzol/sksYkIeuiLGR6lKc70iQqwSAHS6oFva7vBV+dD0mjo9O65OyRla8+AkQytSU+1SpQ2et5ZU80rGtAGk8NUs4epCjZIz7NCtMYu6BepU5Khb/JL2uP5GTxV2etYkV6oUWsaO62aEIRrleWNIuqPaSUbrWIFWX0T0TWnOiIhpyfC+xRR5+oSLGxNABv0EDs52H/SC1Kjb2UAOIRR17RlPw81h4kkIwA25MsRH4usIfEFm1axYpo/Dxsj/R48eiXFrGiMGp+zreHI0l6oqkWsaJHjghVhUnjrhS0YkV+Qxyxn/PtEWeU92mqxJHjyPycZ4/MPPWp/d0pcQQAk4Lit5w9Wix+xF3ggfMbJxJGJaBqaHT2UCAtAFehC/aZdnjsoQQi4A6g4hNxm6ZVrGjJ54URka6mmlDykpSRFFmP5/P60FTbhISUBFiPTkuWmqquRaworX8iMub2IO5faYm7SpjNZqr+Vf7N+UjZnaLb/cPQxN00HdfodlU0JY/x8fGoqqpC3759Bcnj1q1bkZ2tPk2E0T6Yk83Inid+/0ljk5A0VrhWJby5cltJz0lHICs6Fc9gMCDjLPEUC2uWFTmXKQucaAlsPUc7kDpH/MwJQxMi0ykiZTMbkHVBFhJXiadOhqFVYXN7fEgABA15GDl78Dd0loJ0TYQ1Xui+9j522PsIE0Q5e5CglsjH2c1ImSNMhE12U2TvNT5he5hXiUOOZrEindAiVmT8I1qOcL2KRdIeuokV2eGIqd+Sfs63h4RoC6BNrMgxOJXKz1MnpSK1VT55pBUrCqPk57SQTh22J8UJpsLSxF0S1OxB4+dhe1hXSfivRrEiQN3PY8smhTaxImHHnybu8tEiVpQ+wo50Uj/n2cOwSvratGJFLo8f8SDwc37ZEpQ/GNIkju0o+HlMrDml6l/ZTZIJhFaxohaLWKSrGmK18UbwZnZJxHstYkXfG+0CRXlA37hLAo2fJ41NQlqd/skbTdyV2l/1eEPTtNWLL74Yd955J5qbo5vfbtiwAQsWLMCll16qW+EY3Qstgc2q436VtInjGctdysMHGqASx2nHxrwrLKbvXmJF5Imjnvaob3ZTJ44jskyRtW96oEWsSG+YWFEUJlYUhW8Pe5x+bY0msSKdszdasaJCivWTNBwLiaNedA2xIvL+1cszbW1SD2Ycv2jykKeeegqNjY1IT09HMBhEWloaJkyYgLy8PDzyyCN6l5GhgtvphrtIuHm03xladxT0BAXHXQdccB0QrztrK54KD5q2NQnmxXNBDk3bmkRr7by1Xsk54W0NbEFPEI0bG+F3Cue7u4vccO5SXvvhdHuoE8dkqwHmYEi4QXCtXU5ie/ChVWFze/3g/BwaNzXCWytcT6ZkD69Hee2ZlkRFql7J2YOEjkoclVCzh1S9UrWHRMavRawoDI2fB4PiuqdVrIh/ppKfN25qFPmH4BwNYkWBALmfh+0hJ9oC0CcqXl9opgWNn7e61NeYkySOwZh3SRN3SVBLHP2eALGfk8RdKdTsIVev5OwhJV7RIzWBKnH8aI5d0NZQxV0Jn9ciVmQKGsj8nCDu0iaON3/VikrC9ZM0HCuJY8ArfO9696/U7BHwBan6V42bGsFJfGxoi1gRjZ9zfk63dX+xz6G1f6WVlsYWqv6VVm2JYw1Nn9ISExOxevVqrFu3Dps3b0YwGMSJJ56ISZMm6V0+BgHlheU4/OVhDHlhCMyJIZOWvFIC504nUqekotc1vQAAraWtOPT3QwCAnrN76nb/sPJi0BUMrW06OsWg4fcGlC4rhdFhxNCXhkbmzBc9VwRvujiB0RLYAr5osCj/oBz1P9cjYUQC+tzZB0BIVKHgkQIgGFLDShgu3VHXIt/949UODP3AC99X1ZHpGs5dzpD6lhGy9sjuJZ5qoUWFLWA2ofqralR9VgVrTysG/n0gAHV7WEbLdxRoEkefP9SJ5terAY8NgK1XSAFQyh4Bv7TaKB/SxPG/2/fhf1ecGZkKWrK/BN5WL1J7pCK1R+iZ3U43ygvLYYAB+UPz0bdHX8nN2mNRSxyDAQ6HJeqVmj16nNtD9d581Oyh5ud8e9SViUcOUhNs+Gg6vViRxxXdMkHJzz1lHmRdlCU7nUmLWJEtjkPx0mIiPw/bwz5OepRLi1iRx2cg8nO+PZwFyh1v0hHH5lo3whGMNu6qQTLi2FzTivq/16r6Od8eObPI92MlSeSl6pWSPTIM4mllIbGiUtlySNnD1xqNXTRxV0q0RotY0cmfeuH+oFzVz/n26DlK3M5rUbl9dYsP86fqOxWQJnGsb3bL/q4tkI44NlW7YW/2E/evBjw2gLgMJIl8c7Ubdf+sIe5feco8yKBUaFWzB03/qvqrarQU6ZM8NlQ1RP5NE3f1orKoEuXPlRP3r4wOI3IvylW65HGBpuRx5MiR2LFjB0455RSccsopepeJQYkBBpgTzTBYos5uSQ8FoLCsMRCah2+0hoKjUWHRuIYCwJJigcflgTklWqXC/7akWARfbfllIkUusPE7RuFF2uFnBwCDJfRu/M1+mBLkO6da5LtDDU1A+I4TTIARRPbgo0WFLXu0GYE0ieuq2MNkkb4+rVhRq9eAZAjrlckevbakPVQ6sjQjjg2eVtinVUXWVJVtL4NzpxO+8T74JoWmNrqL3Dj85WGYE82wLbLBtEZ9Ch7JCLDBAMl6ZVGxh0lhnVksJPZQ83O+PaTsrlWsyMhLbpT83FPmUfR3LWJFF/5mFDw7IO/n4XubZaa3axEryh2TQOXnJrsJQYP8F3GaqaqC9YOUcVcJmqmqRqtR3c959jCaydoa0hFgqXqlaA+J2ZZaxIqM/LaGIu5K+bw2saIAkZ9L2YPPgZIarKZMHF+fZcPOOH1E9gB6saJ9JfLvSis0U1UNBlD1r/j2UIJ0BNhwtA6S9q88ZR6YKaZZk9iDpn+lpY8nhznODB9C7bnW/lVboelfWVKO//WOgMbksbi4GI2NjZLKiYyOJ39ofqhjbIs6b8+reyLrgpDSXhhLmgWDnxsMADCv1W/9hsFgQP+H+iPoDsKcHL1u4shEDPnnEBjtRqEq7+29kb5Kfe+rMEqBjd+JzZyVidRJqcKG22bCwCcHgvNzMCfIP3NIvlt+/0W5hiYlx4EE3mJue287hrwwBAaLQd4eq8XX16LCdmuBEUmTUpEwIiHyBQ5Qt0f2BvHIp1axIkBYr0zx0fJL2cNolG+gadecmpMsonrlb/YLlN7k7CEH6dRhg9EgWa9SVezh2Ei2xTlpIq/m53x7pPRIEf29VrEiC+9dKvl5rD1i0SJWZE+Mw+B/DCby87A9emySHvHVJlZkIvPzo1jSLMgeKi3gQitWZEwg9/NYe8hBkzgmZzuQfV++qp/z7WFdpz71nWbqMI2f97y6J9K/JW9rlOxhiovGLjU/59vDkSj2eS1iRSk5DsSfH1VPJYq7P4ivr0Xl9roxcVi8S/Z0KrSIFU07yabPzY9CK1ZkSbFQ9a/49pCDZupwUqYDmYtziftX/mY/EjfLCwPyIU3kafpXqZNSkebUZ6Q6MTURboRGnmnirl7kD8tH/PSoyCFR3P3l+F8oqmn4afbs2Xjttdf0LgtDIyazSdQxNhgNsKRZRJ0HU7yJKLDRYowzChwpjDnZDGOcsJoZzAaYzWROTvOF0mA4+swxo1smm0kxcQS0yXcDwuQ1jDnRTGyPMCEVNjr57jCWVItoI3RFexjEz9pWsSKpeiVnDym0iBXFXtdgNkgmKlL2kIJWrEiuXtHYQwqaEWAaP5dSepWDds2pnJ+rSbZrEisygMrPLanyftcWsSIaPzeZxHVJi1hR7McXmrgrBa1YUavPT+znJHEXoF9zSuPnBqNBdtQ5Flqxorb6uRRK9jCaDGR+rhJ3Qyq3dImjnmgRKxqYq00xXApNYkUxxWxr/4p2zanX76fqX5FuldGe/SvSPh4tWvpXbbqf2UzXvyKIu8cDmqzrdDpx991346OPPsKwYcMQFycMLq+//rouhWN0b46VxfR60DVU2BoVz4m1x8Bv9bm30+3B9C/oxYpaFRIPWrSIFZGNIdLRnVRulegIlVugbWJFbUWLWFG5jiq3WsSKgilkoxmkaBErag+/Yyq3ITpCdbhHagJenkonVnTvXv3soUWsSE91aS1iRV6//v2OrtC/Yhy7aKqRRqMRc+fOxYABA+D1euF0OgX/MToH92E3Ch4tQM33wvUBlZ9U4tATh+CtjorU+Lz6yN2XHiwVKG0FvUEceekIjrx0BEGeQplzlxMFDxegYX0D0XVJA1vAH8ShJw6h8pNKwfGa72tQ8GgB3IejC+39Tj8OP3sYNYTrJ0gTRy7IofTNUhx+9rBAiUzOHnUUkudKDU1LvUeg9tWwvgEFDxcQ2SMWLWJF7kavqF55q72K9vC4xUpkWsWKDAaDZL1SskfpQbFIhhaxIq8net1wvSp9s1TdHhKKp2FoEpX6ihYiP5ezhxykiSMXBLGfh+1RUSi/tpIPTeKo5Oex9qBFzh7NNa1Efi5lDz6pCTZ6lVsDnZ+H7eFsELfLWsSKwttVqPk53x5yIllaxIpamqPxgzbuykGaOAYDHLmf8+2h4PNhaBJHGj9vrFH+ICh4vg7ariYkVkSeOOqdyGsRKzIaDVR+7q32oqygTHRdrWJFtqN+R9O/klL5DUOTODZUuqj6V22Nu7FwoPPzyk8qJd99W6GJu25n+wg8dSU0JY8ffvih4n+MzqFhbQPcBW7UfB11Ji7Iofqrarj2udC0pSly3NWkz3YdHpcHdT9Hk6HWolY0bW5C0+YmtB6JytPX/VQHd6Ebtd/Xql6TJrC1tvjg2udC9VfVgoBV81UN3AVuNKxriBxr2d0C504nmuqaJK4khGbE0VfvQ/0v9XDudKJld1RhTM4eDdUNElcRo/aF0tPih78hGkxrv6uFu9BNZA8a5OzR6vSJ6lXTliZFe0h1Yh1WC3XiGLaHVL1SsofHJU5etYgVGXlq5eF6Vf9Lvao9vK3SiQStWJGn1U/k5wJ7qGwMSjPi6PMGiP08bA9Xs3rMIUoceY+h5Oex9qBByR6+1gCRn0vZg09IrIh+zSmNn4ftIZVEaBErCk/vV/Nzvj3cLdIdqcKKOqrE8YGfPOA80XvRxF05aBIVb6uf2M/59pDz+TA0iSORn/MTW8K2piP3OdUiVqQnIbEi8sQxbA8aP2/a0oTWFnF7e6CkhjpxfH2WDZaja2Rp+lcBn/RHG1qxola3j6p/1Za4K0XAF6DqX1V/VS357tsKTdxtqlXvYx7rtM+kZEankDYtDf5GP5LGJkWOGYwG5FyZA/dBN1JOTYkcT0jRRzktPiUepqnRxs7ez470s0ICBfa+0ekxmedlAgYgbYryImrawBYwxSHl1BTYB9gFc/FzLs9B05YmpPHkxRNHJSJ1SipSLalSl4tAkzhyHAdLmgVZs7Pgq/MhcVR0WpecPTJ6qq/fIJna4kiyCBaI95jTA3U/1yFzZlRUQc4epCjZw5EcB663RVCvUk5NQeuRVll7JKUnIRatYkWAdL1SskfcF+JOkRaxopv3Ra8TrleWNHV7WB0S221oECtK6ZOA9DnR7S/k/Fxgj4A2cZxY9tcG4OWMxH4etkdSrdj2fIhHHHlFU/LzWHuQopbIW+PNRH4usMcG8X20ihXR+HnEHtniuKtFrAh/hH6n5ud8e0gJxgDaxIpeq40Kp9DEXSloxYp8MBD7Od8eUj4fhipx5Aj9nGeP9J7qYkEdmTgq0VFTh7WIFQF0/auUU1NgLhPHHq1iRY9/E/odTf9KSl1bi1hRfF48kq9MI+5faY27cpgsJqr+Vc6VOUg4rJ8ycBiauJuSlaL7/bsaLHk8jrBmWZF3U57oePqZ6cCZwmM0WwYo0SO/B6r6RDv+BpMBOZeJ9/Wy97Ej/+Z8xWtpCWzpI+zIXijeyyp5fDKSxwunYhqtRvS6phdSV8knj7QqbC6PH/EGA7Jmifexk7OHVALFh3RNhC0pTrBAPGF4gmgfSzl7kKCWyFsTLEhdKHxuc5IZuQvFexyF7WFZJX4WrWJFgHS9MijYIytffDwkVlQvWwYpe9xawBNNOlqvYpG0h4RojRaxou+NDjhi6reUnwvssUr6uprEivqmEPt52B4Zq+Q/mtCKFYVR8nMtkIwAx6daI5L8AF3cJUHNHjR+HraHfZX4w5EmsaKjqPk5HzmF5ZBYkfK0ylh7vPlNtBxKfi5lDz71zW7MXk0nVuQYnIoepH7Os4dhlfS1acWK3B4f4kHg5/yyJSt3ortb4qiEmj1o/NycZEZWnrhuhsSKGmTLoGYPmv6VVFujRazoj8R4OM4UfoTQO+4qYQCdn6efmY6sVdL7CrcFmrhrVdCwOF7oHrJAjGMCLYHNTrGXkRq0ieOZy12hz8E6QiWOo++tBXSFxfTdS6yIPHF8eaaNeP8+NZxuD3XimGw1wNHJYkXtARMrCsHEiqLw7aGraIoWsSKd2xraxLGkmnz9JA3HQuKoF11CrIiif/XRHLtubQ3j+IKNPB4HeFu98NX5BBuZBr1BtBa1wt7PHtlgFgA8VeI1X3rgb/LDV++DvbcwOLqL3LCkWmBOila1gCuAVpd4TroWFbah30d/xwU4uA+5YettE8gl++p8CLgDsPWS3ytKi3x3o4eDxWACx3GCEcDW0laY7CZZe8hBq8Lm8flh50LPbM2xwuSINnhK9pATsAijJXEM1ytrVrSTJ2cPEkgSx2BA2JkKuALwlHtCdV7FHiSo2UOqXnEq9pBCi1hRGDU/F9hD4muDVrGiiWuE58r5uZQ9+GgRK/KbjXAdcBH5edgegYBynadJVHxH/UfNz/n2IBEoI0kcY4UoaOIuCWqJY8AfhKfKQ+TnYXtoQckeNH4e9AYl25rUBBs+mk4nVjT6x+jv1Pw81h6xaBErSkwxggtw6n7Os4cctInKY796UFylf/JImjiuLijE1CumAgD8Pj+CgSDibNEyc+DgcXlgsVoE2+LkpuZi+YvLFctAkjjGtjU0cZcENXsEAxzcRW7i/pWn3CMZ70NiRWLRuDBK9qDpX3EcJ+l3Woh9Dpq4qwetrlYEXAHi/hXpNinHOpqSx5EjR2LHjh16l4WhkZIDJTjy1REMfm5wZI+hktdK0LS5CelnpUeG1T1VHhxcchAAkD1betNqLXBBDgf/dhD+Bj/ybs5D8rhQZ7hxUyOKXy6GOdWMwc8NjsyZP/zsYbjjxSIKWgJbwB9VuKr4TwVqv6tF0klJyP9zaApHoCWAA/cdQNATRL/7+sExUHr9jRb57p+uduDkT1vh/74WGWeFpuS5Drhw6O+HYLQaZe3RI0O8YbkWFTav34ja72tR8UEF7P3s6P+3/gDU7WE4UT640iSO/kDo3fPr1YAnBkQaTkl7qHTiAfIRx+YqN+KDnLBeHXIj+7JsWXuQopY4ckFOsl6p2SPjPLr9ytTsoebnfHvUlYvXtzmsFqzQIFbkdUW3KlH08xh7xKJFrCi5L4dDjx8i8vOwPSwny/sTrVhRq9cAC4Gf8+1Rsq9E8bqkI47NNa0Ib1dNG3fVIBlxbKp0o2FJrbqf8+yRdSHdFDI1e5D4Od8eLo9YqCkkViSv/itlD78nGrto4m5LY4vo+lrEis762oPW/1So+jnfHtmDxe28FpXbB37y4JLTlT9y0UIz4thk9IKbXoVASwD7/rJP5Oc139Wg4jOxPYpeKlIsA+mIY2OFC/aWAHH/asATA4jfA0ki31TlRt2D1eT9q0NupJ4lXp7TFrEimv5V7fe1aDkorvdaaKrhCT1SxF29KDtYhsrtlcT9K3OqGTnn6luGroim5LG4uBiNjY1ITtY3mDCOYXT42NOZKmxa5LtDDY22L+uxHCipwWpKFbbcE82QHc/Q8HqoVdg8Riiv3qSHSqyonebttstU1Xa2h1baIlakB1rEihZs1e89aBEr6jla350GaaaqcrFTF3V6FR01VVWNjpo6rFWsSBXCUzWJFenU1hRW1OFzysTx0TOseL+mGn1P6AuzxYy8oXmRNXWlB0vhcXmQ3jMdyRmhPmGrqxVlBWUYOnAovv7ka9F1acWK3F4/tOwwKrXuL0xHTVVVgnQEuL1njnaFqcPHFOz1aEseZ8+ejddeew133XWX3uVhaCB3YC6s11gjX2EAIHdhLlrPbhUoQFmzrJEvYpbt+g2tG4wGDHh4gGgYP3lcMuIejoMl1SL4+t3nzj5IW62suspHKbCZzNHObPal2UgelwxbfnT6hCnehIF/H6g6bTUk3y0v7S7X0CRl2ZA4I7qY3DHQgQGPDYDJbpK3x4+iy2tSYXu8woSkGelwDHTAmh3taKnZo9du8aJ2rWJFgLBe8afrSNrDJN9A0645NSeJ65WnwiOo83L2kIM0cTQYDZL1Kl3FHvH746UuJ4I0cVTzc7490nLEPqdVrCjOEW06lPw81h6xaBErchy0ot9f+xH5edge2fulZ1poEysyk/n5UaxZVskRIIBerMiUEH3vtHFXDprEMSnLjozbeqr7Od8eu+XjLh/SxJHGz3MX5iLlmxSi+wPK9jBbo9dV83O+PeKTxT6vRawoKdOGxEuj9Ygo7v4ivr4WlduQWBEH00wTzKlmVCdVR84zTjTCWGFEa99WeAzRZTHmUjNatotHn7SKFQHqfh5rj14DpQVcaMWK4lIsVP0rkmmrNFOHE7PsSFnQg7h/5anwIKmA7NMuaeJI079Kn5GOFE8K0f3VSMpIQjVC9Y0m7upFr4G9YJ8WvS5R3N1w/GeXmpJHp9OJu+++Gx999BGGDRuGuDhhpX/99dd1KRyDjDhbnGg9lzHOCMcA8Rdy2rn4pJiTzJLra6TWfpgcJmI1KpovYgaTQfKZLWkWWKCcLGuV7zbHmUTruaSSVDl7hNGiwvb4NyHFQUc/8XWV7GHaL35WTSpsPLEiqXolZw8ptIgVGXKEjaPJYZJ8F0ofDfjQihVJ1StVe+xXLwfNiCONnyt9hY+FdsRRzs+l3gUfTWJFBhD7edgepgJp/w6JFSmv5Yq1x8BvQ8dp/NwSJ65LTrcH07+gV7nlQxN3paAVK/IGg0iMqVuqcXe3ejloRhxp/NwYZ4TNQeb/NIk8bdwlRckeZqtJtJ5LS9zVonIbhsbPbb1sMO8WvwstYkXlPLEimrgrpSqvRayISxGOe7a1f0W75tQfDCJB4t0r2cNQoB7v26t/ZTAYdFMcjW23tPSv2oLVLlzXDLQ97h4PaIpyRqMRc+fOBQB4vV54vcqb4DIYWugKUym6lQpbG8SK2oJWsSJd1Q81iBW1R1PVnVRulegIlVugbWJFbUWLWFGrjiq3WsSKAjpt8cRHi1iR3jCV2yjtPXW4rWJFbUWLWFFqln5+p0WsyOPTvz52hf4V49hFU6/gww8/VPyP0Tl4qjwoXlqMxo3Cr4q1P9Si5LUS+JuiEvdqipukVBZVwn04Kn7DBTiUf1CO8g/KwfEUytyH3Tjy0hE4dzmJrksa2IIBDiWvlaD2x1rB8caNjSheWixQlw16gih9qxT1VfLT5PiQJo4cx6Hqv1UofasUQU9UwEfOHk21TbGXkEWpoWlt8grWQDl3OXHkpSNE9oglJFZEnjjGmQzwOH2ieuVv8ivaQ0p1UqtYkdFokKxXSvaoPFIpuq4WsaJWT/SZw/Wq6vMqdXsorNOkSVSaatxEfi5nDzmIE0cOxH4etkdNify0cD40iaOSn8fagxY5e7TUe4j8XMoefBxWC7XKrcFgoPLzsD3cTrFAmRaxItvR5FXNzwX2CAYhB61YUYsz+qGaNu7KQZo4ckGO3M/59iBYm02TONL4ubORrL0No2gP3mPQxN1YQmJFdGtOvS4/sZ9L2YOPFrEik8lI5ef+Jj+qisVrybWKFVktIb+j6V8p1TuaxLG5tpWqf9XWuBsLBzo/r/2hVvLdtxWauOtxt8+uBl0Jts/jcUTd6jo0bmxE+fvlkWNckEP5u+VoWNuAhrUNkePOBrpGRY6WxhZUfxVd/+A+5Ebtd7Wo/a4W7sKok1V/WY2mzU2oXCHuvMdCE9hanV40rG1A+TvlAhn78vfK0bixEXU/REUJmrc3o/7netRXqCePNCOOvjofqj6rQv3P9Wje3hw5LmePmjKyTrTaF0pXkw/++miDVflJJZo2NxHZIxYtYkWuRq+oXoV/lrOHVOKsXaxIul4p2aOlQbwG50BJDVXi+OoWH4y8yRbhelX1aZWqPTwu6UaFVqzI5fQS+bnAHiqdWJoRR583QOznYXs01al/NCFKHHmPoeTnsfagQckenhY/kZ9L2YNPSKyITuUWoPPzsD3qKsTiLFrEisxH18iq+TnfHq5msdopEBIrokkcF3zeioAr2nmkibty0Iw4etx+Yj/n20PO58PQJI5Efs6zR20Z2UcjQD2R93ujH5xp4m4sWsSKXI0eYj+XsgefkFgReeIYtgeNnzesbYCzXtzHKqyoo04cHz3DijhLqAw0/auAT3qAgFasyNXsoepftSXuShHwBaj6V+Xvlku++7ZCE3cbqhp0v39XQ1PyGAwG8dJLL2HMmDECxdV77rkHJSXKkuSM9iPl1BTYB9iRcW5UFt9gNCBzZiYcgx1IGhtdI+ZI0mfSndVhRdqUqBCHrbcNSSclIemkJMHC6rQz0mDvZ0c6T1xGCtrA5jcBjsEOZM7MFCwaz5iZAfsAO1JOSYkcix8Wj4QRCUhKU15ITpM4chxgSbUg9fRUJIxIQPywqDiCnD1SMlMkriSEZGqLNd4Mc0p0Ok36Wemw97MT2YMUJXvYEiyiepU0NknRHgkp4ilTIbEi+sQRkK5XSvaQWv+kRazIkRi1R7hepZ6eqmoP/t5kYarqnVSJ4+z/uGGJMxP5ucAeCmseadecegMBYj8P28ORqBxziEcceY+h5Oex9iBFLZG32ExEfi5lDz5axYpo/Dxsj7AKJp+QWBF54si3h5qf8+1hj5eekq9FrCghOXouTdyVglasyIcgsZ/z7SHl82GopqpyhH7OswdJWwOQjQCbLNriLilK9rAlxhH7uZQ9+GgRKwLo/DxpbBJs8eK2RqtYUeQ9UPSv+PYKU9/spupfTX+nBeY4E1X/SmvclcNkMVH1rzJnZkq++7ZCE3eT0vXWoe96aLLwCy+8gH/961+4++67cfPNN0eODxkyBI8++iheffVV3QrIIMfex47+f+0vOt5jjnhfQSkBBy30GtALVcOjUwSMccbIHkB8EoYnIGG48loLrSps/e7uJ/p9xowMZMwQdh7MCWb0ubMPMlbJdypoVdjcHh/ijQb0ulas6iZnj7RsZaVZ0jUR8alWYUdhQgpSJqQIzpGzBwlqibw9OQ7pi3IFx+Iy49Bvibw9rKvEHROtYkWAdL0yKNgja4B4zzlNYkUV0c58uF7FImkPozhh0CRWlBgPR0z9lvJzgT1WSV9Xi1gRcpKI/Txsj6xV8vv90YoVhVHycy2QjAAnZthg5qme0sRdEtTsQePnYXskrBLHXk1iRUdR83M+UqIlgDaxou+/FarN0sRdPlrEiox9U9BncZ7o92r2MK6S2aeWUqzI7Q2ts1b1cx5SHw1iIZ06bOA9Bk3cJUEtkbclWNB/kfDaRHG3jLwMavag8fO4zDhk9RfHu7aIFQF0/Supj4WaxIqyExA/R/gsesddJQyg8/Mec3ootjVaoYm79oTjXzhH08jjK6+8gv/85z9YtGiR4Pj06dPx2Wef6VIwRvdDS2DTUzSFNnE8+z0XgjrO7Qc6RhyHhK6wmL5biRVRJI4fzbHrts/UsSpW1B4wsaIQTKwoCt8ejs4WKwrIryPUChMrCtGtxIoo+lffXu5QXNLC6L5oapmKioowcuRIABBsU+BwONDURC4GwtCHgD+AQKswsHNBDt5ar2jhcqAlgECL/o1A0BuEv1HcqfM3+hH0Chs9zs/B7xef29bAxnFHnzkY88ytAfiblTucWuS7d1YFYJP4qu5v9hPbgw9touI9uqbBV+8D5xdeV9EenHInREviKFWv5OxBAkniGPsqOT8HX71YkEfKHiSo2UOuXtHYA9AmVhSGxs+l1jy2RayIj5yfS9mDjxaxIq8/QOXnvnqfqoADTaLiP9qJp/HzQEC9/hEljjGPQRN3SVBLHLkgR+znJHFXDiV70Pg5F+Tgl/jYoFWsiA+tn/PRIlYUZzKR+Tlh3KUVK2r1+qn83N/sVxRLArQljlRxV6WtA8gSx9h32R79KyV7cByo+ldycVeLWFG0DHR+LtXH0wOt/SvN9/P76fpXGuLusYim5LFPnz7YsmULAGHyuGLFCgwZMkSfkjGIObLnCA7ce0DgUGXLy7D/L/tR/UV0ca+vzod9f9mHfX/ZJ9mgaoXjOBQ8VIC9t+1F847ogubmHc3Ye9teFDxUIHDqoheKcGT3EdF1tAS2IE/hqvrzauz/y36ULY/OVQm0BnDg3gPYe/teuIvkBWO0yHevujIeTZWtqF8TFeBxF7mx9/a9RPbgo0WFzePzo35NPfbdsQ9FLxTxrqVsj7ID8nN5aBLH8Jdwfr3y1UUbLSl7qHUmAPIRx6Yql6he7btjH5E91FBLHLkgJ1mv1OwhJR6iRawojJqf8+3RUNkgur5WsSIf710q+XmsPWLRIlZk8HDEfh62R+VheaEuWrGiVo+fys99dT4U7ymWvSZAPuLYXNsa+Tdt3FWDZMSxodxF5Od8e3ha6ZQH1exB4+dly8twZI+4rdEiVhTgdQpp4q6Uz2sRK3JWtxL5uZQ9YqFNHBd83gpjAMR+HrZH8T75ek+TOAaPJixqfh5rD6W2DiAfcWysdFP1r/j2IEHNHk1VLqr+1b479qG5XixapEWsKAxN/6p+Tb1kH08L/OfQ2r9qC0d2H6HqXxU8VECksHysoyl5XLx4Ma666qrIthy//PILlixZgltvvRWLFy/WtYAMdThw8DcLv474akPBix/EAu4Agp5g6D89p8BwgK8hdB9/A0+u+ui/fQ0+wRdzucCqJbDxv4KFv7aFnx0AOF/o3SAIBJzyyYMW+e5wQyN4x84AEASRPfhoUWGzWsyR6wmuq2IPvVTY3N6j1+PVq4A7em1Je6h8DaeZqhr0c5L1isQeSpCMAHMcJOuVmj1otsghsYean/PtIWV3rWJF/I82an6u1JHSIlYUXstD4ufhe8t9LNMiVmQyGan8POAOKI6A0ExVDfp516GMu0pQTR0m8XOePQRlVoEkkafxc36Z+GgRKwry2xqKuCvl81rFikj8XMoefLSo3N441gKz8Wh7R+DnYXvI2Z5WrMjtCV1bzc9j7SHX1gH0Krc0/Su+PdQgSeTD20DQ9K/8XvIBAhJ70PSvaJNnJfjPobV/1VZo+lfh3x3vaJrEf+ONN8Lr9eL2229HMBjElClTkJGRgWeeeQZXXXWV3mVkqJDTNwemi00CEYfcP+WiZXcLEkclRo7ZetnQ777Qovq4w/qt3TIYDej/t/7wlHsE90uZmAJTggnWHKGwS587+yDlxxTi6ysFNpMl2gnIuSwHCcOEilzmRDP6/60/As6AomBPSL5bLGcfRq6hSUi3InlmZuS8hOEJ6HNnH5gSFOzxq/j6WlTY3mwxIXlmJqy9rHD0iypZqtkjpzRHdF2tYkWAsF7ZekUVx6TsISeeAdCvObWkWET1ynXIhaTRUaUzOXvIQTp12GgySNarTBV7JNQor3kJQ5rIq/k53x5pPcVCTVrFiqyO6LtU8vNYe8SiRazosbI45C3KI/LzsD2yq7Ilr69JrCjODAeJnx/F1suGpP7S74BWrMiUGLUBbdyVgyZxTMywIfWaHqp+zreHvYxMPIJ0BJjGz3P/lIukb8mVD5XsYbFF372an/PtkSCxzk2LWFFCmhVJl0XrMVHcXSe+vhaV25dn2vD9N2bk35ZP5Odhe/Q81FN0XS1iReibAkDdz2PtkTNA3NYB9GJFcckWqv6VrZcN2C17yQikI8CJmXYkXJxO3L9yHXIhpS5FvQAgT+Rp+leZMzORsJKsrVMjJSsF1QiNKBL1r3SmR+8esF4btQ1R3N1x/C8U1bwC/JZbbsGf//xnlJSUIBgMIi8vT1JJkNH+2BPssPcWNtDmBDOSx4sFCRwDjwbXw/qWwZpthTVbGPwMRgOSxogbbkuaBfHJZFLeNF8ojVaj5DPHvhsptMp3x9nNMJiFZZJKUuXsEUaLCtub3wAGswHJJ4mvq2SPuBpxQqRJhY0nmhKpVzzk7CGFFrEipAgbCkuaBclp4vupqfyGoV1zKlWv1OxhWKXeqNCMAKv6OQ+a+KxqD16RlPxcyh58tIgVGYwGYj8P28O8Stq/e6Qm4OWpdGJFQ78PHafxc6ktYrSIFRlyhO+ZJu5KQStWFDBwSIqpW6pxl0DxkmbqMI2fmxPMSEgm83+aRJ4q7lKoWynZI85hhtEqLJOWuKtF5dZoMAAGUPl5wvAEWMvECZEWsaJWXvtME3fjrOIYrkWsiDML6xBN3JWDZupw0MAhOebdq8VdkramvfpXBrOBuI+nRuxaYy39q7YQnxyPljTh/tCqcXdHuxSlS9GmbC8QCMDn8yEQCBCtZWIwaGAqbFGOZxU2rWJF9jj91A+1ihXpTXdSuVWio1SH2yJW1Fa0iBXpqXKrVaxIb7SIFekNU7mN0t6qw3qIFbUFLWJFNh2VdgFtYkV60xX6V4xjF00R0uPx4N5770VKSgr69++P/v37IyUlBffddx+8Xq/eZWQQ4m/0o/zDcjj3OAXHm7Y0oeKTCuH6p6A+nYDaslp4qqKCCBzHoea7GtR8VyNYxO2p8qD8/XK4D8uL1vAhDWxckEPFJxVo2iJU+XXucaL8w3KBIhbn51D13yrJheRS0CSO9WvqUfXfKsE8fDl7tDS2xP65InINjadF2KC4D7tR/n45kT1i0SJW5HX7xfXKHVC2h4QCm1axIpPJKFuv5OxRW14ruq4WsaJWj7hexQrDSNpDYREaTaLSUu8h83MZe8hBnDhyoPLz+jX1qK+UF87hQ5M4Kvm5klBPGC1iRe4mL5GfS9mDjxaxIqPRQOXnYXt43GLRGi1iRbajH2xU/ZxvD4W4QytW1NIi7F/QxF05iBNHDuR+zrcHwcJTmsSRxs/dTrL2NoyiPXiPQRN3Y9EiVuTzBIj9XMoefLSIFZlNRrr+lTuAugrpZTBaxIrCyws6un8FAC0NHqr+FUncpYXGz5u2NMm++7ZAE3d93uN/3aOmzym33XYbvv76a7z00ksYN24cAGDTpk3429/+hoaGBixdulTXQjLIqP6mGrXf1qJxQyOGPB9SveWCHI68fAQIAuYkc2RjV2cdWcOqRmNNI+pX1CPvptDmye5DblR8UAEgNIUjvAah6pMqNG5shOuQS3UDZ5rA5nb6UPNlA2AEhr8+PDL3v+S1Evjr/TDAgOx5oXUiTduaUPVZFRwj1aeW0CSOvnofSpeVAgCsvayR6TNy9qg6UqV6/zBKDU1LvQcJ9T5YUkMdjbJ3yuAucMPf6Fe1RyxaxIpa6jyo39EiqFf1a+pR82WNrD0azxRPl9IsVvSHdL1SskditXhNRGFFHT6nFCvK6B89L1yvACBhRIKiPTwu6Q4NrViRs9GP2tdKVP2cb4/+lyn7Hc2Io88bQMUHoWdW8/OwPSwj1UdSiBJHXr9Uyc8BoT1oULKHu8mHpv81qfo53x45BvHaq5BYUY1sGeTsQePnYXvUniz+aKJFrOjxilAZ1Pycbw9Xk1htFDgqVvQDnViRPSea2NHEXTloRhw9bh+qPgt1jNX8nG+P/rOV/Y4mcSTxc749qovJ1SfVEnk/b7YFTdyNRYtYkavOg9rtTiI/F9hjQJ7oHiGxIvkER8oetxbQ9a/q19TDViWeql5S3Yjnf6EXK/reGOqq0/Sv5LbKoBUrcjb4UflyI3H/CgjZQy/8fj9V/+rIy0dgHK7/zAGauNseyWtXQ9Mbfv/997FixQpcc801GD58OIYPH45rrrkGn3zyCd577z29y8ggJHFUIsypZqScmhI5ZjAakDIhBZYMCxKGRh3aliAObFowWUxIGhudd2/NscLezw57P7tgTnjSSUkwp6jPS6cNbH4DB0uGBSkTUgSLxlNOTYE51YyEUdFntvezw9rTCkeicvJINVWVCy0aTxiRELo2LzmTs0d8CtlaALUvlBabCebE6Pef5JOTYU4xE9mDFCV7xNnNonqVMDRB0R5S7z4kVkSvcgtI1ytFe1jE38u0iBXZE6LnhutVwogEVXtYJKYd1je7qRLH6e+0wGgyEvm5wB4Ka69o15x6AwFiPw/bI86m/H6JRxx5j6Hk57H2IEUtkTdZDER+LmUPPlrFimj8PGwPqZgTEisiTxz59lDzc749rA7puKNFrCg+MVoGmrgrBa1YkY8LEvs53x5mhen1VFNVOUI/59lDSqxHCpIRYJM5+n5o4i4pSvaIc5iJ/VzKHny0iBUBdH6eMDRB0u5axYrCMY+mf2UyieOL0+2h6l+dsdwVamso+lda464cJpOJqn+VMiFF0ee0QhN39Vrv2ZXR9IYdDgcGDBggOj5w4EA4HPRBg6EPCUMTJL+05i7MFR2z2vRZN9d7aG9UjY+OpJkcJvT/m/hLa/L4ZNXEUYsKm6lvCgY/O1j0++xLspF9iVBhMS49DgP/PhBZq7Jkr0urwub2+uEwG9Dnzj6i38vZIytP/v5hSKa2JGbYBGI9GTMyIl8+w8jZgwS1RD4+zYrMvwq/7NrybIr2sK8SL67XKlYESNcrg4I9skrE716bWBFPNOlovYpF0h4SDbomsaLsRMRfInwWKT8X2GOV9HW1iBVxKYnEfh62h5LfaV3jqOTnWiAZAU7u4YAlLdqpJIq7e8nLoGYPGj8P2yN5lTj2ahErCqPm53ykPtgAWsWKou9dyc/VRhy1ihUR+znPHqZV0v5EK1bk8fnhAIGf80jLFissx0I6dZifPNDEXRLUEnl7chyGLBHalCjuysQ8KdTsQdO/suXZkDVEHO80ixUdhaZ/JbVOVItYkTU3AfELewh+r3fcVcJgoPPz3IW5im2NVmjiLqlI17GMppHHs88+G08//bRgji/HcXj66adx9tln61Y4RvdCS2Bz6LiQnTZxnPuJG4F2EHBob3EcErrCYnomVhSFiRXxyszEitoVJlYUhYkVRWFiRW2nu4sVMY4fNHmpy+XCk08+iYEDB2Lu3Lm49NJLMXDgQDz55JNoaWnBggULIv8x2h8OnKQogdSG7FyQU92oXVMZOOnrckGZskmICOgR2CTLIFM2Plrku78+4IctTnye7DMTvHeaRMV3tDNB88xckFMVcNCSOMrVK611jShxlLg0TR0kQckeSu9YdEyhDmoRK1K9H6Gft0WsSHQ/DXVei1iRx+enrvNq0CQq4Q9GNM9MIpqiJXGkjbtqqCaOnHx9Iy1bGC1iRYr3o2hrtIoVqZaBoK0BNIoVSYzgtiXu0ooVtXr8dHWeoK3RkjhSxV29xIpo2hqNbZ6aWBFVnZcpgxaxIrXrytqD4N1roS39K033k3gOvePusYim5NFoNGLu3Lk46aSTYDAYYDQacdJJJ2Hu3LkwGo1wOp2R/9T49ttvMXPmTJx00km49tprcfjwYcXzvV4vXnjhBcyYMQPjxo3DxRdfjO+++07LYxw3HNl1BAfvP4igN/plsPKTSuy6fhdqf4wKJfib/Ni3eB/2/WUfAjp+xeQ4DoVPFmL3jbvhOhAVR3AdcGH3jbtR+GShwKFKXivB4R2HRdfREtiCgeh1a3+oxa7rd6Hyk8rIsaA3iIP3H8SeP++Bp0JarATQJt/96aV2NFe2CpTIPBUe7PnzHiJ7xKJFvrtpSxN2LdiFktdKIr9Ts0f5oXLZ69IkjsGjwZNfr/xN0UX6kvbg1L9ek444Nte4RfVq14JdRPYgQTlxhGS9UrNHq6tVdB8tYkVh1Pycb4+mWrHiqlaxIr8nGj+U/DzWHrEUVtRRJY4P/OSBwQtiPw/bo6pYXqSKVqzI7fVT+bm/yY8je44oPhtp4thSJ1T6o4m7apCMODZUuMj8nGcPr4dOgV3NHjR+XvlJJQp3FIruERIrIk8cB6WbEPBFr0sTd6V8XotYkbOqlcjPpewRC23iOPs/biDAEft52B6l+0tlr0uTOIbvp+bnsfZQausA8hHHxioXVf+Kbw8S1OzRXOOm6l/tWrBLUtVdi1hRGJr+VdOWJsk+nhb4z9GW/pVWDu84TNW/KnyysN0S566EprlHH374oS43//bbb3H++efj0UcfxSmnnIIXXngBp512Gnbu3ImUlBTJv7njjjvw6aef4l//+hf69OmDb7/9Fueeey6++eYbzJgxQ5dyHWsEAgF4yjwIuoMwxoUcvuVAC8AB7oNu4MzQeb56H/wNoaDm9+m4bxAXUp3ifBzcxe7IRrnu4qPHDrlDX+6OxsOW/S1IyUkRXUZLYON4yaO7IHSflgPRYBN0B+EpCwU1T7lHVjRGi3z3zEEWcL8E4Cp0RRZRe8o9CLqC8LgU7NFXfG0tKmw9RzvgKnQBwdA7jaBiDznFT1qxIrfHhwQI65Wv3gdz0lFlOCl7qEx9opmq6vcGRfUKQSjagxS1RJ4LcpL1Ss0eXjd5R5rEHmp+zreHVCc2JFYkrwwnZw9+R1rJz2PtEYsWsaKXikHs52F7tLaInx04Kla0mk6syDE4lczPefYIKEy1pVK55SXttHFXCdKpqsEAB3+9X93Pefbwechl60kSeRI/59sjPk4sXqFFrCjI2yaAJu5K+XxIrKhBtgxS9vjL5gCRnwvscZL42lpUbs8daMYmg5HYz8P28LZKxztasSKXx494qPt5rD3k2jqAbqpqwMdR9a989eR1niSR93uDVP0rBCG5PY8cJPag6V+5Cl1I4PRZ98d/Dpq4qxccx1H1r9yH3JJ+d7yhvyQRBQ8++CDmzZuHe++9FwAwYcIEZGdn45VXXokci+Xrr7/GwoULcckllwAAxo0bh48//hjffvttt00eM/Mywc3gYE6OmjN3QS6atjQJlKjsve3IuzkkcGJt0G/tlsFoQN+7+8Jd7Ebq5NTI8fC/7Xl2wWL73rf1RvJvynP/+SgFNlNc9N/Z87Jhy7cJOqrmZDN6/6U3/A1+JI4Sb9MQRot8NwA4UuKQPDMzcl7iqET0ur4XzClmeXtsEF9fiwrb90Yzkmamw5xkFii9qdkjp1m8bYAWsSL0TQEgrFf23lERDkl7mLWL4/DxBjhYksyieuXc40TqpOgzy9lDCZIRYKPJIFmvMmdmKtoj0S9fB/mQJvJqfs63R3pOuujvtYoVWeOjHS0lP4+1RyxaxIqWfRmH7HnZRH4etkcPTw+pS2sTK7Ja4CDx86PYe9sR31tafY9WrMicGP09bdyVg2aNY0KaFYkXpan7Oc8ejlYyET3SEWAaP89dkIvE1WQ+Byjbw2KL/lvNz/n2SEwT31+LWJEjOQ5J86L1mCju/k98fS0qtx/NsWPodxbkXJVD5Odhe2RXZ4uuq0WsCDmhuqXm57H2yOknbusAerEiazKZnwvssV/2khFIR4ATM2ywTU0i7l859ziRzJH1sUgTeZr+VebMTDhW6iOemZyVjFqERhSJ+lc6k94zHeZLo/ciiruHj/91op2WPDqdTmzatAm333575JjVasW0adPw008/ySaPEydOxJo1a+B2u2G327Fv3z4UFhbitNNO66CSdz0SUxPhHincHDYuMw4ZZ2eIzk0edzSgUKiQkeAY6Ih8gQljNBuRfqa4w2rLsyE5Q9/ABhzdZ0nimRNHqncetMp32xIsMNmFHTqpzrKcPcJoUWEb+C1gsptECmCAsj1sq8TbtGgRK2rlJR6ResVDzh5SaBErgln4ZdOWZ4MtT/hscvaQg2bqsFS9UrOHYZV6o0IzAqzq5/yyKYy2xKJqD16RlPw81h6xaBErMpoMxH4etod1lbQtUxNs+Gg6nVjR6B/p/VxKul2LWBFShM9IE3eloBbHsRhEdUst7pLUeZqpwzR+HpcZR9zWqCbyvCLRxF0awREle9gSLZHRxTBa4q4Wlds4kwEwgNjPw/ZwrBInEG0VK6KJuzaHOP5oESsKmoTPQRN35aASxzEbRO9eLe7Kqfzyaa/+lcluIvY7NUzGtvev2kJyRjI8ecJRXNW4e7hditKl6HhZq6OUlpaC4zjk5Ai/DOXk5KC4uFj275YtW4YePXqgR48eGDBgAMaOHYsXXngBs2fPlv0bj8eDpqYmwX+Mrg9TYYtyPKuwaRYr0lFpF9AmVqQ33UnlVo2OUB1uq1hRW9AiVqSnyq1WsSK90SJWpDdM5TZKe6sO6yFW1BY0iRXpvG+gFrEivekK/SvGsUun1Ra/P+QMcXHCAGm1WuHzyc8Xf+KJJ/Drr7/i1Vdfxfvvv497770Xixcvxtq1axX/Jjk5OfJfXl6e7LnHMgF3ADXf16C1WLi+x3XAhdofaxH0RxtevRShGmsaRYvDGzc1onGTcBTN3+RHzbc18FaTrfkiDmwcUPtjrWDhMgC0Frei5vsaBNzRTj4X5FC/ph6uZlfsVSShSRybdzSjfk29QIFLzh5Sa8+UkGtofK3CBMZb7UXNtzVE9ohFi1iR3xMQ1augP6hsj6A46dIqVmQ2GWXrlZw9Gmuk3wOtWJGb15iH61XzjmZheWXsIQdNouJq8hL5uZw95KBJHGn8vHlHM5rrhe9HCVJ7KPl5rD2k0CJW5GnxE/m5lD34aBErMpmMVH4etofPK25TtYgVWY8qfqr6Od8eCuIRtGJFLW7hc9DEXTmIE0cOVH5OEnfD0CSONH7uaRWve2uLym0YmrgbiyaxIm+Q2M/V4q4WsSKL2UTl50F/UFKgDNAmVsTXg+jQ/hWAVqeXqn9FEndpofFz1wGX7LtvCzR+rqcgZVel06atpqeHhndra4XqSLW1tcjIkB5+bmpqwmOPPYZly5bhsssuAwCMHz8emzdvxsMPPyyrurpkyRIsXrxYcJ3jMYGs/qoaNV/WwJJhiWwYzAU5FD5dCM4XcrrwsHpznT4OXltWi4YPGyIb5bqL3Ch+OTRyHPdwXGQtRsWHFWhY24CmbU3ot6Sf4jWpAluLF+VvN8BgMWDYq8Mic/+L/lkEX40P/iY/sueE1l00b29G6bJSWEaqjx7SJI7+Rj+KnisCAJgSTEgaE1oTIGcPNQU4PkoNTXNNK+Ib/ZG5/yWvl8C1z4XWI62q9ohFi1hRc00r6t8O+W+4XtX/Wo/yt8tl7ZE9VbwGRqtY0a0F0vVKyR4JZeJpklrEitL6R+tDuF4BwJB/DlG0h5yIAa1YUXOdB7X/LFL1c749el/aW/HZ6MSKAsR+HraHYSTZ6IFq4sjrlyr5OSC0Bw1K9mip98C0vVnVz/n2yIa43msSK/qDzs/D9kiZkCK6vhaxojdbQnVCzc/59nA1SX+40CJWZMiMThWjibty0Iw4et1+lC4Lqfaq+TnfHvmz8xXLQJM4kvg53x6Vh+UVV2NRSxwDPHVLmrgbixaxImddK2rfdxL5Od8ePfv2FN1Di1jR49/Q9a/qf62Hq1Rc77WKFf1xdOSTpn8VHqCJhVasqLHGi/KnC4n7V0DIHnrh99P1rwqfLkRwiP4zFGjibm25/qqvXQ3iVvXCCy8kvujKlStVz8nOzkbPnj2xYcMGnH/++ZHj69atw9SpUyX/xu12IxAIiJLLzMxM7Ny5U/ZeVqsVVmvnbLbekTj6OgAjED+It77GANj72eE+5IY9L5o4xNl1mhJjAOwDote1pFpgTjVH/h3GPsCOhnUNiB8oLRwRhjaweYMGGCwG2PvZBWtS4gfFo6GuIfROjmLNscLoMCLOprIJOc1UVQ4w2o2w9rTC1+CDNSdaz+TsYXWQ1UW1L5QmiwFGe/T9xA+Mh2u/i8gepCjZwxxnDL17Xr2y59kV7WGVWFuqVawIkK5XSvYwHBE31lrEir70RMsQrleWFIuqPcwSe7VpEityWIn8XGAPBWjXnHoDQWI/D9vDZFKfCkg7VVXJz2PtQYpaIm80gsjPBfY4LL6PVrEiGj8P28MWL177pUWs6M1vjl5Xxc/59rBYpeOOFrGiQ47otajirgS0YkVeLkjs53x7SPl8GOqpqiR+znuVUnaXgmTE0cA7RhN3SVGyhznOBBhB5OcCe0gMAGkRKwLo+lf2PDu47eLRV81iRd+HjtP0r4wSH4Q1iRWZ4qj6V1rjrhxGE13/yt6PTCiMFpq4K7XW9niDOHns06dP5N91dXV45513MGLECJx0UkiTdtOmTdi1axeuvPJK4pvfeOONWLp0Ka677jr069cPb7/9Nvbv348PPvggcs6DDz6IP/74A5999hl69OiBYcOG4cUXX8SUKVMQHx+PvXv34tNPP8Wf/vQn4vserySNTcLw14cLHMdgMKDvvX0BDoLjelXuviP7ovrM6sjP5iQzBj8X+grEv1/6melIm5Km6NRaApspJwnDXh0GGITCBLkLc9FrQS/B/azZVgx9aSiyfsiSvS6tCpvH54cjzogBjw8QvWM5e8gpwPEhmdqSnOWISFUDQI85PZA1O0twPzl7kKCWyCdm2JH1QL7guo6BDkV7xP8g7tBpFSsCpOuVUcEemXWZiEWLWNH330ZDZ7hexT6zlD2kRGu0iBXF5SUiYWFUeVHOzwX2WC19bS1iRUFzArGfh+2RtVre7wCKxJH3GEp+HmsPEkhGgFNy4gVb/hDF3cPkZVCzB42fh+2R9kOa6D5axIrCqPk5vwxxVumESJtYUbQcSn4ea49YtIoVkfo53x6mH6SvTZs4en0BOEj8nFe2rDxlnwPIp6oaTWR+Hls2EtQS+fg0K4bfN5zIzwX2oBAGVLMHTf/KMdCBzBHitkazWNFRaPpXRoO4/6RFrChjUCIS/pxF3L/SEneVMBro+ld97+2r2tZogSbuJqVLj7ofTxAnjy+88ELk3/Pnz8dDDz2EBx98UHDOww8/jP37CfSJj3Lffffh8OHDGDJkCDIyMuByufDGG29g9OjRkXNKS0tx4MCByM//+c9/cN1116FHjx7IyspCaWkp5s+fjwceeID4vsczUkHbYDAQ7fWl6X4SF5ZrONQaFK0qbDT3MxgNkmUG6BPHm79qhdcfKqfcO5Ysg4oxiNdEkN5Pw1c4ohFgA939aMtBag+aOi/17vUQK2rLMzusFqygFCuauIbimRXKoFWsKHu0mc7vDPJ+B7RNrEivOk88dZjU7zTEXdJEvj39DiCzR1vvFxIrqpD9PYk9tNR5QJtYUWoWZZ1XKIM2saLQ9bQ+sxRtESvSq86TjgC3Z50nTeTb2taExIpKZctBNALchmfWIlZ0zkaDZDKoV9wlgap/pdLWtKkcHfjMXR1Nax5Xr16NpUuXio7fdtttGDxYeY2B4OZmM9544w0899xzqKmpQX5+vmh66SOPPAKXKzp3fPjw4diwYQMaGhpQW1uL3NzcbjEltTugNbDpgRb57le3+JB7YuepsPnbSXmwK6iwdZTKrRrtrXILhMWKqmR/35720CpWdGuBfmWgFStq9Rqgjwh8FJo1p0EFMZC20J1UbgFtYkV6oUWs6LI/9KvzhRV1+JxSrCh3jD6broehFStye/0g3zGTjO6kcgvoI1bUFkJiRTWyv+8K9mAcG2iKhl6vF7t37xYd37VrF7xeMrUnPqmpqRg4cKBkEtizZ08MGDBAdDwlJQX9+/dniSOAkv0lOPzsYXD+aKem5vsa7L1tLxo3NkaOBVwBFDxSgIJHChAI6KsGVfJaCfbduU+gfNVa3Ip9d+5DyWslgnMrPq7AkT1HRNfQosLGV99q3NiIvbftRc330eDI+TkcfvYwDtx3AL46eRVfLfLdr8+ywVXtgXOPM/J7b60XB+47QGSPWLTIdzv3OLH3jr2o+Fj4BV/JHlXF+iQqYcVeQb1yReuVpD0IVH5JE8eWOqH4TMXHFdh7x14ie5CgaA8OkvVKzR5S6odaxIrCqPo5zx7ORidi0SpWxBfPUPLzWHvEUlLdSJU4Lvi8FQYfiP08bI+6CnlhGlqxIrfHR+XnAVcApQflRxsA8sTR3ShsX2niLglqiWNTlZvMz3n28FNu76FmDxo/r/m+BkV7ikT3CIkVkSeO43uZEAxEr0sTd6V8XotYkaumlcjPpewRC23iOP2dFiDAEft52B7lhfLicDSJSrjZUPPzWHsotXUAeeLYXNNK179y0fWv1OzRUueh6l/tvWMv3E7h3t+ANrGiMDT9K+cep2QfTwv852hL/0orR/YcoepfaYm7xyKakserr74ac+bMwdKlS7Fp0yZs3LgRS5cuxSWXXIJrrrlG5yIy1PC2euHc6YS/OdpIN25ohL/Rj6YtUcliT7kH7kNuuA+54ffqt28QF+TQsL4BvhqfoAFx7nHCV+NDw/oGQZLXsLZBskOhJbAFePLYTZub4G/0CwKIv9kP504nPGUeuA7Jb1egRb77ujFxCAQ4OLdHn9l9yA1PmYfIHnyq6p2a5LubtzfDX+9Hw9qGyO/V7NHS0CJ5XVqxItfR7Sr49cpTEe0oSdlD7aMFzYij1+0X16t6P5E91FBL5INBTrJeqdmj1Um+TQuJPdT8nG+Plkax3UNiRXSJIwD4vLykVMnPY+wRixaxIvhB7OdhezjrpcvgdHuoEsczlrsAg4HKzz3lHnhc0iq7AN2Io8cV7aDRxl01SEYc/d4gkZ/z7aH07LGQJPI0ft64oREBnzjmaBEr8vPqPE3clfL5kFgReeL418lWBAMg8nMpe/Cpb3ZTJ44jskwwc0ZiPw/bw90sTmAAerEitydU79X8PNYecm0dQDfi6GsNUPWv+PZQgySR97r9dP2rej/xlmQAmT1o+lfN25upPxrJwX8Orf2rtuD30fWvGtY3KG5PdLygac7dc889h8zMTDzwwAOoqwt90U1PT8cdd9yBe+65R9cCMtRJ7ZEK33ifQO2p55U90bCuAWlTo0IJ9n52ZF8WklWOM+o3NcNgNCD/5ny4Cl1InZQaLdekVPib/CGVS9688NyFuUjeRD7xTFGFzRL9d9acLJhTzUg5JSVyzJJqQa/re8FX50PSaPlFzFrkuwHAlmhByjlR9d+kMUnIuigLljSLvD22i6+vRYXtjzgzks9JgwEGJIyKTmlSs0cWxIvJNamw5YTeJ79e2ftGlcik7GE2y4cc2jWnlkSzqF45tzuRQWAPJUhGgI0mg2S9yjwnU9EeCYlkU89IE3k1P+fbIy1bLJqiVazI6ojaUcnPY+0Rixaxom++tCD9rHQiPw/bI9MqFq8AtIkVtVrNcJD4+VHs/eyw9ZQWKKMVKzInRN87bdxVgnSqqiM5DrbTE1X9nG8Ph90hcSUxpCPANH7e88qeSPiVfLqnkj3ibNF3r+bnfHskpInvr0WsyJZoRuLF0dhNFHcPQIQWldtvL3dg1GozMs7LIPLzsD0yPWK/0yJWFEwJTZhV8/NYe2TlSwun0E5VjUs0U/Wv7H3tQIHiJQGQjwDHp1lhGmMn7l85tzuRnEzWxyJN5Gn6V5nnZML6X31mBSZnJqMOoTyDqH+lM8mZycC50Z+J4m7d8b8OUlPyaDab8de//hV//etfUVkZ2keoR48eKn/FaC9Se6TCN0k4JdPexw57H6EktcFgQMZZoQBvWKVv5U4am4SkscLkzGQ3RfYA4pMwNAHpJelE11UNbLzHsGZZkXOZWMmU7+ByaJbvTo4T7CNnMBuQdYG4wZKyBx8tKmxDvwfMyWZkzxO/YyV7xK8SK55qFSsChPWKj5w9pNAiVsSZhZ3ShKEJSBgq7JTJ2UMOmqnDUvVKzR6mVeprSGhGgNX8nI8ljnzdqJo9BAqyCn4ea49YtIgVmcxG5FwmtqmSPeyrpH1Pq1gRjZ8bDAYkZ4ifU4tYEczC90kTd+WgWeNoshuRFlO31OIuSVtDM3WYxs/tfexIP0DW1qgm8rwiUcVdI926MTl7OJKtsGZFfyaKuxLJoxaV20SrAQajAdlzxP08JXskrhKvktQqVhQpP0XcjU8Wt3VaxIo4i/DjD03clYNm6rApzijyabW4a16l3r2nGQGm6V+Zk81IzyHzOzX4H5y19q/aQnpOOgJDhbMXVOMuhcrvsUqbV4D36NGDJY6MdqErLN7uqMX0IRU28sRR78X0WsSKjDqpjGkVK7LFMbGi9qD7iRWRJ46dLVZkU5huqQV6sSL9ljuEYWJFUTpCrCikcntsiRUprQunpbCijipxfOAnD6wKe3VqQYtYkd50hf4V49hFk0cGg0G89NJLGDNmjGBo/J577kFJSfdYLNoV4fwcGjc1wlsrFFXwVHjQtK1JMC9erznZzkYngh5hR9p1wAXXAeF8+6AniMaNjfA7yYIgcWDjgKZtTaI1Bt5aLxo3NYpEUpy7nJICBlLQJI7uIjecu4TrquTs4fWIRaW0qLDxRUsAwO8MrUcgsUcsWsSKAr6guF4FOWV7SAjmaBUrsphNsvVKzh5S6/4AerEid6twpN+5ywl3kXB9j5w95KBJVDwuH5mfy9hDDprEkcbP3UVuSQEHOUjtoeTnsfaQQotYka9V+BWaJu7y0SJWZDYZqfw8bI+AX7zuT4tYUXhduqqfE4pT0YoVtbiF75gm7spBkzjS+DlJ3OVDmjjS+LnUujM9VG5p4m4smsSKjtqUxM/V4q4WsaI4i4mufxXk0NIk3dZoESvi26xD+1cAvC4/Vf+KJO7SQuPnngqP7LtvC1RxN9g+H5e7EpqSxxdeeAHPPvssbrjhBjQ1RReoDhkyBI8++qhuhWPQUf1VNYpfLkbRc1F1OS7IoeCRAhz55xE0/N4QOS4nIEFLVVEVyj+IKqq1lrbi0N8P4dDfD6G1NCoUUP5BOYqXFqPkFfWPCzSBzdPiw5F/HkHBIwWC4F30XBGKXy5G9VfVkWPOXU4cfvYwyg6UqZaBJnH0N/tR8EgBDj97WBDg5OxRflBegS4WpYamqdotWDRe8koJipcWE9kjFi1iRc3VblG9avi9QdEeDVUNiEWrWBEgXa+U7FFZVCm6thaxomBrtHEI16uCRwpU7eFtle7Q0ooVNVS5ifxcYA+VD0Y0iWPAFyT287A9lJQX+agmjrzHUPLzWHvQoGQPZ20rkZ9L2YOPVrEiGj8P26O6uFp0fS1iReERGDU/59tD7qOBFrEib1P0ow1N3JWDJnH0tQaI/ZxvDzmf50OaOBL5Oc8eFYXy+2jGopY4BnzRmEcTd2PRIlbUXOsm9nMpe/DRIlYE0Pl5w+8NqDwsbmu0ihWFl4jQ9K+kPhgB9GJF9dUuqv5VW+KuFAF/gKp/VfBIgeS7bys0cbeuTF7d+3hBU/L4yiuv4D//+Q8WLVokOD59+nR89tlnuhSMQY8lzSL4fwCAAbCkhH42p0SDtkkhWdB6XyA079toNcJoNcJkj94jvLjZkq48BY42sHmPTh+0pFgEa1Kk3oUpwQQYAaNZudrTTlU1WAwwJ5oB49F7KJQBBsBkIXv3al8oDUYDDJbosfC7JbEHKUr2MBwtD79ehf8tZw+zxFTTkFgRfeIISNcrNXvEokWsyMYTzwjXK3OiWdUeRomRLk1iReCI/FxgDwVo15x6/QFiPw/bg2TjZtqpqkp+HmsPUkgSeRI/l7IHH61iRTR+HraHWWLaXUisiDxxfHmmLeLTan4uqPMy8VaLWJHNSu7ncv4ehlasyOsPEPs53x5SPs+HaqoqiZ/zXiVpW0My4shf50wTd0lRskf4HZL4uZQ9+GgRK+Jf7//Z+/cwOcoy/x9/V5+7p6en55iZnI8SCHyAD4qIqBEBD2F3v8uiyK6Cu7KggorIpaKCYjygouIKrrL4E3UXMMK6CghmOIgCRiAfl0MgYTKTyWQmc56e7unpY3XX74+emjo9VfXcT1cCJP2+rlyEnkl1Vb2f+677rnqeV1HyrlmisCI1DVLqKxYsSwRWBEUh1VeieddOko9WX7ld60RFybu8cfdaltBE7v379+OEE04AUFskrCoWixmeRDZ0eNX6llbEj4/XAm1BkiRh3ZfXoZqvGsAusWY+Ap6bVh67EtPvnl78/2BbEMd85xgAgL9JC6DOv+1E61tabZMqIJbYpGQzNn5/I3xRn2EsrrpyFeQ52UDkiq6KYuNNG9H9pD1Mgto4lsoVxCJ+bLhhAxTZSEO082PphqWO2wT4pra0LInCH9HO0dKLl6Lr72pENFV2fvDIrZFPdMXQedVyw7hqPsHZj+ZnrAAFUVgRwB5Xfgc/2rJWGpsYrMg6rqSg5OoHq4gXgRW1r29G8+XaWnO7ODf48ZjN1E8BWJGsxLjjXPWj61FncBF346j72CnOzX7wiKdxbOmOIbpKG7NceZf/AZCrH5Q4V/1o32mFV4jAilS5xbnej3CE3RAJwYr+qG3LKc7NfpglAitSAnHuONf7EXjSfj8ojWNZriDGE+c6P7pXu4OTeKeq+nTXIEre5ZFbI9/cHkHbx3u44tzgx0Ok3XD0g1JfNZ/QjLZh67VGFFakilJf+XzW3CUCK2o/Lon4R5dw11cieddJPp+PVF+t+/I6dDzMDy7iFSXvJpckPf/+V5uEnjyuXr0aO3fuBGBsHu+55x5s3LjRmz1rSEjB1iCkgDEx+UI+Q2LzUoFgwDAGgFoQmRsVSZIQbAs6ouNFEls0FECgJQBfyDiUpYDEfDVDoDnATKoAvXH86h+LKC6sKfFH/MwLJtMPyTnseNdEmM+l5Fs4xxx+uInnCbAkgTmuKH44iccPu3Fl5wfrVSFewIoCzQHLBdPOD7NEYEWBoI87zll+qKoHVkSJc3/E7zjbQRRW5BTnh6JxBIxFtCqv8i5PI0+J80U/OJ766sXjR71xLgQrMv06Je/qJQorosS5W94VhRVR4twt94jCiqh510lcT4AlcMc5b941i8cPSpyzrjVewIpE6ytADFYUCPpJ9ZWXjaMqUn0V8jm+EkxUpLxLzLevRQmd4auuugoXXXQRvv71rwMAHnvsMTz44IO46aab8OMf/9jTHWzo6JFIYrvwOW8obCL47msfLWL5yfzvEOMRZTF95RARP18NFLbDRbkFxGBFXqoGK5qy/fmh9KNveAoPCcCKvjbm3T5QYUWFog/2b2wVE2XNKQv65IWOJsotIAYr8koisKJP9Hu3D8OTaXzvMRqsaOlJ3swWUkWFFeWLZXh7tTu6KLeAN7CielSDFdmvx2P68Zx33/+B/+8cIDvhOnV4eDKNAxNprOhqwZCcQcTzjN9QvRLKhpdddhk+9alP4corr0S1WsXmzZtx22234dvf/jYuuugir/exIReN7RvDyE9HDAuaZ3fMov/6fsMC42qpiqGbhzB085DnNKjxu8cx8I0BlCY1OEBpsoSBbwxg/G7j4uWp7VMY2Tti2YYIhU3RHUZ2Vxb91/djdsfs4mdKVcHIT0cweOOgI4lMBN+99e1hFFIl5Ac1IISclTF44yCXH2aJ4Lvzg3n0b+3H1HZj8+Hkx8yY/cWD0qioNbRhXJWMIBmLHxyUX97GMZ82giimtk+hf2s/lx88cvRDAXNcuflRLhkprYAYrEiVa5zr/GCBS0RhRRVZ265TnJv9MEsEVgRZ4Y5z1Y/0VNp2u1RYUa4ok+K8WqoyQU168TaOhaxx/FDyLo/cGsfsdIEvznV+2IE77OTmByXOZ3fM2lxr6LCiakXbLiXvsmJeBFZUnC1zxTnLD7OojePbf5aDUlW441z1Y2rY/qYYqXFcOPVucW72w+lap4qncZxPFWn1VYlWX7n5kU+XSPVV/9Z+FPNWwrYIrEgVpb7KD+aZcYfsBP7zjH347qbnbf+0TT+DXz32ArZ0T2Db5iGU5zWSaT31lahG9o6Q6iuRvPtalPCttI9//OMYHR3F0NAQBgcHMT4+jiuuuMLLfWuIU7m5HFKPpSDPasE7/ftp5PflMfMHLXkW9heQeSaDzDMZLgIcr5Sqgsn7J5Hbk0Nmp7bmNbMzg9yeHCbvnzQE+tT9UyjmvElslbJWmMw8OoP8vjymt2trMMupMlKPpZB9IYv5F+3xzSL47i++NQy5VMXsn2cXfz7/4jyyL2S5/NBLhMLmkyTMPjmLfH8eU7/TkpubH7OTs4yt0mFF+WKtKNKPq8KQjjjG8EPvF0uUJ46FbNkyrvL9eS4/3OTWyFcrCnNcufmRy/Cj+3n8cItzvR+Zaet6dFFYUTmv+egU52Y/zBKBFaGscMe56ofdmBeCFSkKKc4L+wu2r4gBaE8cC3NaI0LNu27ieeJYyle44lzvR36eH93P08hT4nz699PMa40IrEguamOekndZMS8CK5JLVa44Z/mhlwjltiUswV+VuONc9SMzw2ZgUGFF6nsO3eLc7Idd3Kvifj3KvEyqr/R+uImnkS9ky6T6Kt+fR3aWv5Hi8YNSX80+OcuMOxFYUTGv5TzR+qoeFXNFUn01ef+kZ6/CezWrronBkiRhxYoVXu1LQ4JKtCXQdZ5xIe+S85dg5g8z6NzSufhZdG0U7e+sgRPCMe+mZkg+CT0f7EF+bx7J05OLnydPT6IwVEB0fdQwF7/nn3rQ9HwT9/adElsgpFs0fm4nIAFtm7WF6sG2ILrO60J5pozmE62wFlU1fLf90wmAndjC0QAS79C+r/nEZrRubkWwLWjvR5912yIUttFwEM1ntUBOy0icok3rcPOjI2FdTC4CK6oma+dTP66iazSQCMsPJwoZdapqsClgGVeZnRm0cfjhJJ4nwD6/xBxXbWe1OfoRT/JN/OJt5N3iXO9Hsitp+feisKJQTDuXTnFu9sOy/wKwotfdF0LiDQmuOFf9aO+0AmMAMVhRNBxEjCfOFxRdG0Wgkz32qLCiQExHOybmXSfxTlWNNAfQ/s521zjX+8ELZ+N9AkyJ8yXnL0HTDv5rjSPlVreWyy3O9X6wYl4EVhSOBhDfouVurrzLeCuVCOX2kYtjeNMfgkienuSKc9WP1mCrZbsisKLKwuwMtzg3+9Gx1B6cQpmqGmoKkOqr6JoosM9xkwD4nwDHWkJQVgW566vMzgwS7XxTPXkbeUp91XZWG0L30paa2PkRbtJikKu+8lhNySb0vKVn8f+58m6lseZxUe9///u5N3rXXXcJ7UxDYupY3oHq2cZpEvFNccQ3GS9akl9Cz4W1IJB6vR3c7We2A2caPwskAlh+6XLL77ac2oKutDN5UZVrYtMdRnR1FCsvX2n8sSSh62/dv0sU393UHka4S/t/X9iHZR9aZvn3Bj8YzaMIhe2kR4BwVxgrPmq9gePkR6LXelERgRW1dtXSh35c6cX0w2YhuQisSAlFDJ+1nNqCllONRZmdH3binjosgTmu3Pzw97qv6aE8AXaLc8O+OTxtMcvNDz00xinOzX6YVYMVMaY3LYjlhz/kw8qP8cW56ke8lx3fIrCidz8l8cW5um9+Ce091uZVBFakBI2NGCXv2omyxjEUD6LjQiPB0y3v+nrdJzhRpg5T4jy+KY6ug3zXGrdGXl+gU/Iu9bVYdn40tYcRXa01iVx5l9E8ilBuu+M++PwSd5yrfrT2WptHEVhR90kL1xqXODfLroGiwoqUcNgASqHkXTtRpg4HYwEsv3SJ4TO3vBvsdV8zTXkCTKmvwl1hdK3kizvA2Q+/7lU/lLzrlZasXALpVKM3rnm395DsyqtK3NNW4/E495+GGvJCR9Niei8obPVIBFbkBLygSBRWFGa89qIeNWBFNR19sCL+xtFrWJEI5dZL0WFF3r38W1UDVqTpcMCKhCi3HkoEVhTw6FoD1GAslMbxkt8WHNeli0gEVuS1jqb6qiHvxX0luu222w7lfjTkgRRFQX4gj3BPGH7d9CY5I6OcKhveTeaVCrkClIqy+MJ4AChO1Oa665/IKZXavkVWRWxfG6AXJbHl9+cRbA0ikNCGcyVXQXG0iOjaqOGOYWGkALnMXwDxJrbyTBmVfAWRZdrTMDs/WAAJEQqbHuAA1BbsF/YXasfs4odZIhS26l8V5PfnLePKyQ/WWoB9YzP4rQCs6KfzfttxZedHIcdei0KGFRXL0E+CLowU4I/6DS8QtvPDTpRGpVysoJKrcMW56gePKI0jJc7LM2XSOmteP5zi3OwHSyKwokrZeONANO+KwIq+NuYnxbnqBwuQNpHK4pKHabCi9uO1Y6HkXTuRYUX5MvSTUCl5106kNaeEOFf94BVv4+gW5wY/KtZrjReUW0reNasGK0rZ/pzlx8f7FOT6c1xxrveDJRFY0XZfgBznLGANIAYrwpqktt3DXF/JpQrkjMxdX/HkXVWHor6SM7Ltua9HpLx7FKx5rOt2jizLGBgYwMDAAGTZ+zuSDdE0vX0aA1sHMHjj4OJnSlXB3uv2ov9L/Ug/ra3pcwI4UHRw70GMbdPegF2cKGLvNXux95q9hovn2LYxDHxtAMO3Drtuk7SYPiej/0v92PulvYZF44M3DmJg64BhcXeuL4e9X9yL4T3u+wDwJ7bKfAV9n+/D3i/uRa5PgyPY+THcx/f9gPOFJj2WQ2VeKw6Gbx3GwNcGuPwwSwRWlJnIW8ZV+um0ox+ZKStAQRRWBLDHlZMfB/da53GJwIoqea0YV8dV3+f7XP1gkRcBOqxoZmyeK84Nfrhc0CiNY0Wucse56gfvuHdtHHWH4RTnZj8ocvIjM5HninOWH3qJwoooca76MXlg0rJ9EVhRdOHJp1uc6/2wu2EjAisqZLT4oeRdO1EaR7lY4Y5zvR92Ma8Xb+PIFec6P8b2jbE2w5Rb46gnLFPyrlkisKK5qQJ3nLP80EsEVgSJFufpp9MY6bNOxxeFFcUWrs+U+op14wCgw4pmRudJ9RVv3uWtr5SqQqqv9l63l3nu6xUl786Meg/uebVJqHksFov43Oc+h2QyiXXr1mHdunVIJpP4/Oc/j1LJO4pnQx7pNbR2l5rYii70TlEdyqkUvC+QPRzvfXKTkx9e7U0NVkRvHL2SCKwoHPJuio8IrAis6Xt1GEKdqlo+RHF3OKaqusmzqaouuy4KK/JKS1rjpMbxl+dHPb2WiMCKvJw+SIUVHaprDXmq6iEIiUM9VZVHh2vqsAisyFEEP0RhRTxP8XkkAiuqHoKp4pTreVkmLhF5DdW7r2UJLaD45Cc/id/97ne4+eab8YY3vAEA8PTTT+O6667D7OwsfvjDH3q6kw3xqf2cdsQ2xBDu1oJR8klYf/16y7SKphZ+Ap2Tlq5fivS52h23cFcY67+xfvHvqrrf142WN7QgstJ+OotIYpOCcay7fh2CrUED0GD11atRHCsaKHSxDTGs/+p6LH12qeMx0RJbBbEmPzZ8fYNlWoWdH8s2uANceBrHlu4Y/E3aOVp+6XIU3lUwHLOdHzxya+Sbu6JIXrLEMK5a3tCC0PUhWz8S/VaAgSisCGCPK7+DH8li0rJ9IVjRw1oxr44rf9Tv6kcwZC2IhGBFx7Sg+SMaQMEuzg1+/MU7WFFZiXDHuepH5xPOJDwKrEiVU5yb/eART+OY6IoitkED13DlXQJAwc0PSpyrfnT2W8+9CKxIlVuc6/ctEmPnfBFY0bt28MW52Q+zRGBFVR9/nOv9CD5rv21KoyJXqnxxrvOje003a1MG8TaOenAJJe/yyK1xbO6IIHFRJ1ecG/x4hLQbjn5Q6quWN7SgZdTapIrCilRR6iu/35q7RGBFnccl0PyvXdz1lVvepcKKirJEqq/WX78e7X9g07XrESXvtvXYE8aPFAk1j3fccQcefvjhxcYRADZt2oTjjjsOZ599dqN5fIUkSRJia61Y9EAiYJiv7qUisQgyfuNURFaTIvklxNY7I9tFKWysNUX+mJ95LiLLIgi8aH8uqImtUJLQghqyOggTnc/GDzf6Hu8TR5+puPaFfMxzTG0aAb4nwD6/xDz3Tn5I/bTbgm5+2I0rOz9YxNEarMh+ehfTD9NhsIolOz/MEoEVXfhcwLKeyy7OndY6i8KKlp8cJ8V5sC2IUMR+26KwIqc4p4r3iaM/aCyuvcy7PI08Jc5VP3z7rA1BvbAiSt5lqQYrsn+JPMsPyXQYlLyrV9/wFB4iwoqW/98AKc7d8i4dVuRDArQ4ZzUQeonCiih51008TxwlH9vTevKuWW5+UOOcda2pwYombPeBxw/R+goQgxV9ot96fKJ5d3gyje89RoMVLT0pRorzQCJAIovzipR3j4LHn0JzE2KxGNavX2/5fMOGDYjF6EHbUEPAK09hozaOrzSFrUp4AThFRxuFTQRW5KVqsCL+xtFLP/aNzZAbx61vDyPk8L5OqsiwopL36+spU1UPEfDzsFJunXS4pg6LwIq8kgisKOhhrp9IZUmN43nb8p7RrVWRYUWHgLR7NFFuAW9gRfWoBivir6+89kMEVuQ1Vb0hbyQ0Ot/1rnfhW9/6luFOlKIo+Na3voV3vetdnu1cQ3yaGp7CxG8nDH5kd2UxdPMQ8oP5xc+UioLRO0cxeueo5zSo6YenMXzrMOSMdoGRMzKGbx3G9CPTht9NP5XG+NC4ZRtCiU13GPnBPIZuHkJ2V3bxM0VRMPGbCYzcPoJq0X7uvAi++7JTgijPVQwLpavFKkZuH+HywywRfHdxoogDPzyA9FNGKIeTH5lpK7RGFalRWTg8w7jSEWCZfnCOO57GsZg1gijST6Vx4IcHuPzgkaMfCpjjys0PFmlXBFakyjXOdX6wCHSisCI96dcpzs1+mCUCK4KscMe56kc2nWVtEgAdVpQvlklxrlQUTI9Osza3KN7GsZQzFvCUvMsjt8Yxly7yxbneDwbp1UluflDiPLsri/H91muNCKxIDwyh5F1WzIvAiipZmSvOWX6YRW0cz/xZDtVKlTvOVT9SEzSqqq3Ua41LnJv9cLrWqeJpHAuZEq2+qtCuNW5+FLNlUn114IcHmKAmEViRKkp9VZwoMms8EViRfqZJPfWVqMaHxkn1lUjefS1KqHnM5XK44YYbsGHDBlxwwQV43/vehw0bNuCGG27A/Pw8LrnkksU/DR16ZWYymPjvCcgpbSCP3z2OzDMZTN6vUfbyA3lM/34a07+fRjHnHcpYqSoY/c9RzD45i9knZxc/V/9/9Bejhgvv6H+NYn7WSnsVSWxySbswT943icwzGYzfoyWt8kwZE7+eQOoPKcw9O2e7fZE7YrdsiaCUlzHzsEbWmnt2Dqk/pLj80EuEwgZJwsxDM0g/lcboHaOLP3fzY+oge6oYFVakPgHSj6v8Pi15s/yocEAneJ845tIly7hKP5Xm8sNNbo18taIwx5WbH9lZ+4LOLB4/3OJc78fsxKzl34vCivRNjFOcm/0wSwRWhJLCHeeqH9MH2Rd0EVhRVVFIcZ4fyCM9ySauArQnjrm0BqSj5l038TxxLMzJXHGu9yM3Z0/eNIunkafE+fjd40yyuAisqFzQchcl77JiXgRWVMpXuOKc5YdeIpTbdFGBvyJxx7nqR2qM3TzSYUU1T93i3OyH3bVOFe8Tx1ymTKqv9H64iaeRz6VLpPoq/VSaq3FWxeMHpb6aeWiGWeOJwIqK81oTLFpf1aP52XlSfTX6C+8fzrwaJfQ82Ofz4YILLlj8f0mS8PrXvx6vf/3rAQDZLH+B1FD9ijXH0Pq2VgSSmp3t72zH9PZptG3WFu5GVkWQeH0NWOK0/ogqySehc0sn5vvmkThFA6IkTkkg89cMmjY0GRZbd2zpQKSff02SU2Lz66bPtb29DeWZMtrP0RZLB1uDaH1bK8rTZTQdZw8Jqt0Rsy/wAHZiC4R8aHlTcvF3mo5rQvz4OILtQXs/rG+LEKKwFcIB+E5PIDeQQ8upWlJ28yPZmbRsVwRWVFmYxqUfV/oF+yw//C7THSlTVQNRv2VcpZ9KI8nhh5N4ngD7/BJzXCVPTzr6EUvwTevnbeTd4lzvR6LdO1hRMKrtj1Ocm/0wSwRWtOl3QUTXRrniXPWDNeYBQVhRVwBRnjhfUGRVBFKLN7Aiv+68U/Ouk3inqoaifiRen3CNc70f0Sa+9wvzPgGmxHn7O9sR/iv/lHcnPwJhbX/c4lzvByvmRWBFgZAPcY44N/jBuF8qQrl99OIYznkygNgxMa44V/1ItFlzjgisqCTX9tMtzs1+2MU9QJuqGoz6SfVVZGUE2Ge7uUXxPgGOxIOIHRPjrq/ST6URTzrndlW8jTylvkqenkTwAdqUVzs/wlFtO1z1lceKxCLoeE/H4v9z5d2jYM2jUPN41113eb0fDdWh7jXd8J1tTDrJ05JInpY0fOYL+bDyipW1v/d6O59+yflLLJ+FOkNYe81ay+cd53Sgq7eLa7tuiU0PUIhviiO+KW76uYRl/+xONxXFdye6ooiu1oqjQDyA1Vevtvx7gx+M5lGEwvbmP0mIro5i3RfXWX7XyY+2XmuCFYUVAcZxpRfTD4ekSl1ziojxdzrO6UDHOR2Gz+z8sBP31GEJzHHl5kew1/2CSnkC7Bbnhn2L8xXxqpz80JMXneLc7IdZIrCiYMSPdVcZz7FdnKt+tPSy41sMVuTji/MF+UI+dK2y5jsRWBFCxptulLxrJ8oax2gyhK4rjARPt7zr73VfK0iZOkyJ8+RpSXTN8V1r3Bp5PaCMkndZhGURWFGiK4qY7jxz5V0G5VeEcvu6dj/8AR93nKt+dPRa418UVgS4x7lZbd3sZoIKK5KiYUODRsm7dqJMHY4kgmi/fLnhM7e8G+51v2lCeQJMqa+iq6PoWs8Xd4CzH/6Qdl4oedcrLV2/FIGzja2Sa94l0LVfq2qsRG1oUV+4/CLkJwYA1Ka2vLh/HH6fD8et7rKFGwyNHkAE1ruLXuhoWkzvBYWtHolR2F5ZWNHSk7yFczVgRZqOLliR/bRaph/PefPd+8Zm8FsByq2XEoEVNXu6Bw1YkV6HA1YkQrn1UiKwoq+NeQwrepgGK2o/nnbjzU0isCJvXq6m6WiqrxryXsLN4+OPP44nnngCqZR1TvsNN9xQ1041JK5yqoxAcwBSQAvAaqmKar6KQIuz3fmJAXx30/OMxGZ/ofnv/hDCSrPhJbaV+draEP27fhRFQXmmbHkPlZ0oiU1Oy/BFffDp7lApsgJ5Tkaw1fjv5DmZBHDgTWyVQgVKWUGg2XiOmX4o1u8XobCZ1zMpVQXlVBnBtqCrH2bVYEU0uMHH99bOvXlcOfnBkgi++7JTgtjuC9iOKzs/ZJm9DyKwIn0ZL8/JkIIS/BHdmLfxw06UxrEqV6HIClecq37wirdxpMR5pVBhgkPsxOuHU5yb/WBJBFZUZcAwRPKuCKzop/N+UpyrfrDW4KTm8jjvIRqsKHZM6+JnlLxrJxFYkb6IpuRdO1EaR0qcq37wirdxdItzgx+MbtsLyi017+pVgxXN2v6c5cfXflfzlCfO9X6wJAIrei5UOx5KnNtda0RgRejRbtAf7vqqWlFQLVW56yuevKvqkNRXpartua9HpLx7FKx5FHp0sHXrVmzevBm/+tWv8Mwzz1j+NPTKKPWnFPZ8ag/237R/8TNFUdD/5X7s/uRuzD2vLYCwgxhQE9vUSBaT92qLlMszZez59B7s+fQelGe0hc6Tv53Ey59+GQd/xpizaRIlsZXzFez+5G70f7nfcKHcf9N+7PnUHqT+pDVE+f157L5yNw7sOeC6DwAtsfV9rg+7r9yN/H5tobydHwf73M+BKic/0uN5VHQQh4M/O4iXP/0ylx9micCKMhM5y7iae37O0Y+5lHURjiisCBJ7XDn5MfTikGW7IrAiWXfe1XHV97k+Vz/kMvuiRoUVTY1kueLc4AfHBY23caxWFO44V/0Yesl67llybRx1h+EU52Y/KHLyIz2W44pzlh96icKKKHGu+jE9bAUGicCKouFa7LvFud6PYoENZxOBFeV1wCBK3rUTpXGslKrcca73wy7m9eJtHLniXOfH2KD9lHCz3BpH/U0TSt41SwRWNDdd4I5zlh96icCKINHifO75Oea1RhRWpMYdpb6yu0lOhRVND8+R6ivevMtbXylVhVRf9X+5n3nu6xUl786Oz3r+/a82CT15/MEPfoAHH3wQZ511ltf701AdUgevoUlQgPJs7f/lWWd8uEhigy9o+L5KvrKIbK7kK4svdi2nFvZt2r6BAeiJrbCAoy7PlmtF5UL+YZ2LSrYCVGtPbdxEmUqhlBeeqlUXvgP2+wCFjzgKuDfySlWBImsJXT23PH7wyskPFUeuH1fq3+38kBnv6BOFFQHsceXkB+v4RWBFKZ/mhTqu5DnZ1Y9qxTr2RGBFVcWPCkecG/xwEWWqarnEH+eqHzzNK3WqqlOcm/3gFU8jzxPnLD/0EoUVUeJc9YPVwIjAik56BIZj4sm7dvlWBFYU6tE9/aDkXYaoU1WLJZk7zvV+sGJeL9JUVZ441/nBe63heeKon+lCybu8cvJDPYc8cW7wg4E7EIEV6b+bJ87lWdnmWiMGK3r3U7V9oNRXLNKyCKyoovhI9RVP3qXUV7JcJdVX5dky0G7eSv2i5F3euHstS6h5LBQKOO2007zel4bqVOeWToSXhRFbq60Fk3wS1l23DsXRIppP1FarxBmFi0hia1kZQ/LCnsWfRZZFsPbzaxf/rqrnwh7Ej4s7Ek9FEhuCMaz85EqEe4wL2ldfvRq5gRwSJ2nTPeKb4lh99WosHVhqu12AmNgqVcSaA1h33TpUshXDgnI7P3rW97A2ZRDPE+BEZxSBuBbCyz+yHPMvzht8tvODR26NfHNnFPF/aDd8X/LNSfjjfls/kjNJy/eIwooA9rgKOPgR/x/ruBeCFf1RK+bVceWP+139YFGORWBF7cfEkbhEW7RvF+cGP573DlZUUiTuOFf96Pp/zgAFCqxIlVOcm/3gEU/jGG+PcMW5wY+HSbvh6AclzlU/Oqc7Ld8hAitS5Rbnej/sQE0isKIL/qodm1Ocm/0wSwRWVPFFuONc70do0H7blMaxUqnyxbnOj+413axNGcQ7VdUf1K5BlLzLI7dGvrkjitjftHLFucGPP1q/SwRWBNDqq+Sbk4hPWM+BKKxIFaW+8jOmJ4vAipYcl8Syq1Zy11dueZcKKyrKPlJ9te66dWh7wnvqKiXvti31/vtfbRJqHrds2YJt27bhX/7lX7zen4bqkBSQ0PJ6ayEe7g4j3G0sQFjUS5HE9u6ngvCFjb8f22C9aPvCPgNGmyVRClviZCuwJ9gWREub9fvim+IIH7QvjqmJrVD0IQEguspaINn5EQo7Fyq8U4f1FDKgRiJjnWOWH27ieQLsD/oQM517ySc5+iH10hbDu/lhN67s/Ghqsd68EIIVmQ6DVSzZ+WGWGKwoZFnTw4xzvR/Ps7ctCiuixHl0VRTRl+2nq4nCipzinCreqcNB03oeSt7lkZsflDhX/WART+uBFbnFOY9EYEW+54z7Qcm7eonCiihxvujHIHu7orAi1zjX71vQucQThRVR8q6beJ4A+/wS4gxP68m7Zrn5QaqvfBKaEtZrjRewItH6ChCFFYUsxyead0VhRZQ4D3eHmee+XpHyrs++hj5SJNQ8fve738Xxxx+Pbdu2Yd26dRYYxM033+zJzjV0eHW0U9iojeMrTWFjwRC80NFGYROBFXkpEVjRJ/q9+e56YEVeqV5YkRciUW4PIQvhcFFunXQ4KLeAGKzIK4nCirxSvbAiL1QvrMgLHU2UW8AbWFE9EoIVPeDd99cDK2ro1SWhSujaa69FNptFoVDAyMgIhoeHDX8aOrxKjacMC5cBID+Yx+gdoyhOaLACRVEw9fspTP1+irn+qJ7EltmZwdjdY6jktbnelXwFY3ePIbMzY/jd7EtZTI9aAQ61xMbfOP7LySFDIVecKGL0jlHkB42L9VN/SmHiNxOO8/AnUlly4/ieDQEo+QrktLbWQZEVTPxmgssPs0Tw3XJaxuhdo8i+lDX83MmP+fS87XZJjePC6TSMK11Da+cHj3gax1LeuI4r+1IWo3eNcvnBIzc/WOPK1Y+qdS2ECKxIlWuc6/wol6xrwERhRfrtOsW52Q+zRGBFSkXhjnPVj3zWfgxSYUX5kkyKc0VRkJ5yXtML8DWO5aJx/FDyLo/cGsfCXJk7zhf9IN7kcvODEuf5wTymD1qvNUKwIt1hkPIuI+ZFYEVKocoV5zx5l9o4vuu/cqhUqtxxrvrBAqSpEm0cKXnX6VqniqdxLM4bcxgl7/LIzY9SXibVV6N3jTKJoyKwIlWU+kpOy8waTwRWpJ9pUk99Jarp0WlSfSWSd1+LEmrpf/nLX+Lhhx/GGWec4fX+NCSg1HgKIw+NIH58fBGdfPAXB5Hvz0NOy1jx0RUAgPxAHmN31ta4rDvP+kJdO7klNqWqYOiWIaAKBBKBxRcGp/6UwtR9U4AP2HTbpsU588O3DgPLLV8jlNhk3cLkibsnkH4qjdxAbvGFweVUGSM/qS2ODy8L205nErkj9svzo1jy/5Mx9cAUut9fW1uS+WsGE7+uTYG09WP9Cst2hWBFPQlMPjCJ6Qenkf5LGhu/txGAux/N/4f9pjYqrKhYlhGDcVzFNsQW1yCw/OBBaPM+cZyfKaKlqhjGlZySIUGy9YNXbo1jtaIwx5WbH9l3Gi9CTuLxwy3O9X7MjFmnCIrCioo57b1jTnFu9sMsEVjRdFHB9PZprjhX/Zj8v2zyogisqBLw88W5zo/5g85FLO8Tx9xMEWoGo+ZdN/E8ccylS5i9M+Ua53o/1py7huv7Ab5GnifO9X4siVlf6C0CKyoVavkOcI9zvR/ZGWvMi8CKVv5cxsQ9E65xrvdj1RtXWbYrQrl9YaKCWBMwxhnnqh+xE9hLJqiNY6lcQQzucW72Y2LIfjkCwP/EcT5VRFz3qhCevMsrnkZ+fqaI1PPz3PWVnJKRPtP9hpUqHj8o9dXkA5NonrTWGSKwokJWm2lCybteKT2ZxvCtw9z1FXzAugv56+vXqoSePDY1NeHEE0/0el8aElQoEkL8+LjhHTgtb2xBIBlA4hRtHUS4J4zo2iiia6MIcE4F4Elskk9C8rQkgh1BxI/VLsrxY+MIdgSRPC1pKGCSpydd12Lo5ZTY/AFtCCden0AgaZyXHmgOIH58HOGlzgAFkTtiIb8Ev19C/ETtmKNrowgvDXP5oZcIrCgaDqL5xGYEWgNInp5c/B03P5qS1slHIrCi0gKxVz+u9GsjWH74/c5TcShTVf1hn3VctQa4/HASzxNgn09ijis3PyJxPmgRbyPvFud6P1jrPUVhRcGQ5qNjnJv8MCsWDpIax0cujiEUDXDHueoHCxAGiMGKIuEAKc7DPWGEY/YNIWWqqn59OTXvOol3qmog5OOKc70fTseuF+8TYEqct7yxBf4gbfqfnR8B3Zin5F1WzNdgRbQ1pz6/xBXnLD/0EqHc9n6wCeFIkDvOVT9izdZrrgisqLhAC3aLc7MfrGudKspU1UDIR6qveNc68z4BDkUDtPqqNcA89yzxNvKU+qr5xGZmjScCK9KvMRetr+pRIEirr5KnJZlMkSNNQk8eN2/ejJ///Oe4/PLLvd6fhgS0/HXLETrbGPAd53Qs3hFR5Y/5se662h0RFkDBLMrUluWXWh8lRlZEcMyNx1g+735vN7p6ncmLqtwSmz5ptpzaYrlgSgEJq69e7fo9ovjulp4YYroEEmoPYcPXN1j+vcGPXuv2xWBFEmLHxhfviOnl5Afr3IvCigDjuNKL6YfD1YO65tRnKkq739uN7vcan3DZ+WEn7qnDEpjjKu7iR7jXvaigPAF2i3PDvrXQVgo6+aGHNTnFudkPs0RgRaFYABtvMp5juzhX/WjrZdPvxGBFPr44X5A/5rclLFNhRYiYyKuEvGsnyhrHeEcE3VcYn+S55d1Ar3uZQZk6TInzjnM60CXxXWsAZz98uubCLc71CkesvorAipI9McT0N+J48i7jWiNCuT11mR/+53zcca76wbrWiMKKAPc4N6trBdt7KqzI1xw0vIieknftRKmvYq1hdH7R+ETNLe9Ge915DJQnwJT6Kn5sHF3D/HHn5EcwrJ0XSt71SiuPXYnI2cYbQK55lxF3R5qEmsdSqYQrrrgC27Ztw/r16y0F4W233ebJzjX0yulwLN520+FcTC+K7/ZKDVhRA1YENGBFejVgRZr0lFsv1YAVaTpaYEUilFsv1YAVNWBFeh0uWFFD3kroahwKhXDBBRegp6cH8/PzyGazhj8NvXJivRhWURTm53Yi4btZ31dlfx9lHyiJTakqzGLedt8IFQhvYrM7x8zPvIIVMQ6D4odeorAi2+/j9AMQhxVFF6ZeU8a8nfcisCLzsVGOmSVK48jqXZ3GIKXZ5W0cKXGuKLS4IzXydRyzEKyIN+5c8q4IrCgcdBjzxLwrAivS32XzYsyLwIoM30XIu07ibRzJ1xrCfvA2jvXGuVeUW9FaQwhWZPd9AmNQBFYUDQft94F4rRGBFVV1x3i46yso7JulXlxrDkl9RbzWUORFnB8pEmoe77rrLsc/FOXzefz617/Gj370IzzxxBPc/27fvn24/fbbsW3bNszN2RO9jiZldmaw65JdNSDNghRFwb4b9uHFy15Eri+3+HkhV2Bug5rYJg/MYfoRjaolZ2TsuWoP9nx6D+SMdqGffngauz68C+N3j7seByWxycUKXrzsRey7YZ8haQ3fOoxdl+wykK+KY0W8dMVLGHnZfnqqXryJrVqqYu8X9uKlK15CcUyjfdn5MTowyvX9gLMf6YkcqqXq4v+P3z2OXR/exeWHWSKwormpvGVc5fpyjn6w6HeisCJI7HHl5Mfg84OW7YrAiuSCdi7VcbX3C3td/ajIVvIiQIcVTR2Y44pzgx8cF1TexrFaUbjjXPVjaNeQ6/cDHI2j7jCc4tzsB0VOfsyOznPFOcsPvWqwIhrlFhItzlU/WLAkEVhRbKHxcItzvR+lYom5XRFYUS6tnXdK3nUSb+NYKVe541zvh13M60VpHF3jXOfHxAFnYIxebo1jtaJtl5J3zRKBFc3PFLnjnOWHXq3xCKlxfPCfYpAkWpzn+nIYfGHQsl1RWJF6o5RSX1UVdu6jPnGcGp4j1Ve8eZe/cQSpvtp3wz7mua9XlLybmT7yiauv6Jssx8bGcNJJJ+G6667DE088gb/7u7/Dhz70Idd/d+211+KEE07AAw88gAceeABvfvObsW/fvkO/w69y5fblgCow/7KuQFdqFDClrCB/QEMsl/LWC7pIYlMUBfm92nbLqTLkWRlySkY5pb0aIN+fBxRgvs+ZOkhNbIW8XDu2gbyhqJx/eR6oLpyTBRVHi6jmqigV2MWMXpSpFNV8FcWDtW0XR7XkZudHMceHk3Zr5CtlBdW8lqTn++ZrfnP4wSsnP+RS1TKu8gfyjn4U89ZjF4UVAexx5eQH666oCKwooEud6rgqHiy6+iGXrQ28CKyoUq1yxbnBDxdRpqqWSxXuOFf9qFTci2jqVFWnODf7wSu3Rr5aBVecs/zQSxRWRIlz1Y/CvPVmoQisSF2i4hbnej/KRXbeEYEV+RVtX0l510aUqarFoswd53o/WDGvF2mqKk+c6/xg+c4SzxNHRdc8UvIuRXZ+yKUKd5yz/NBLBFYE0OI8fyDPfBolCitSp/dT6qtqxZr7RGBFslwl1Vc8eZdSX1XkCqm+yg+wz329ouRdu4czR5KE376Zy+WwY8cODA0NWfD7l1xyCdc2Pve5zyEajWLHjh2IRCJ47rnncPLJJ+Pv//7v8Xd/93fMf/Of//mf+OY3v4nHH38cp556KgBgZGSEqzA50tW5pROBRMBAgJJ8EtZ8Zg3yB/Jofas2b7+5zYpRFklszavjSOow/NFVUay4fMXi31V1v78bkZURRxqWSGJTghH0XNSD6IqoAZ6z6pOrkH0pi9a36I75xGYs+/AydE86QzxIia1SRaAlgFWfXgV5Vkbzidp5tfOjZy0bnqEXzxPg5o4IAi1aCC+/ZDkyOzMGMpidHzxya+SbOyKIvCNhGFfq3+38aFGsBbMorAhgjysnP2L/Y10zJgIretcO7Vyo4yqQDLj6EWZMkxSBFXUd04LmD3Qu/swuzg1+DHoHKyorPu44V/3ofKnTsi29KLAiVU5xbvaDRzxPgJtaw1xxbvDjUdJuOPpBiXPVj86K9dyLwIpUucW53o9Ygr1OUwRWdPkeDVxBybssUWFFFV+YO871foRn7bdNaRyrC68lco1znR9LVltfU2IW71RVPSSLknd55eRHvC2C4Blxrjg3+PEX6/eIwIoAWn3V+tZWxCas414UVoTnaj+j1FeBgDX3icCKul7Xgu5Ll3HXV255lworKsg+Un215jNr0LaTDUirR5S8297T7vn3v9ok1Dw+++yzOPfcc5HNZjE7O4slS5ZgfLz2uHzlypVczWO1WsU999yDrVu3IhKpXRD+z//5P3jzm9+Mbdu22TaPN954I973vvctNo4AsGzZMpHDOOLkj/qZxKnYhpjlvUMs6qVIYrvwuTACCeMwanmDtUEIJALoeJczDUuUwpY80xqokRURRFYYCVmST0LrW1oR67WHTlATW74koxlA8wnWi6WdH5GY8+saeKcO6xHWABDqDDHPMcsPN/E8AQ6E/UiYzr0v4EO7gx8sym89sCK7cWXnR0uH9VyIwIr0F1J1XJll54dZYrCisGV8s+Lc4Mcge9uisCJKnDef0IzmMfuCUhRW5BTnVPFOHQ43BQz+U/Iuj9z8oMS56kew13os9cCK3OJcLztsvRisyLgflLyrlyisiBLni37YkBdFYUWuca4Ti/SqlyisiJJ3eeTWyPtDPoun9eZds9z8oMS5L+BDot16o9wLWJFofQWIworCluMTzbuisCJKnMc2xJAY9P6VHZS863dgWBwpEpq2etVVV+GDH/wgUqla4h8bG8Pg4CDOOOMM7qeOQ0NDyGaz2LjRiFfeuHEjXnzxRea/mZ+fx3PPPYe3v/3tePrpp/HjH/8Y9957L3I59poSVcViEZlMxvCnIatqiY14R8xDiSS2EPEdXk6iNo5n/2LecwolCVZ0iNZoH20UNiFYkYcSghV5pHphRV6oXliRFyJRbg8hG+FwUW6ddDgot4AgrMgj1QMr8kL1woq8UL2wIq90tFBuAe9gRaIShRV5pXpgRQ29uiR0Vdi5cyeuvvpqALUnWKVSCatWrcJPfvIT/Md//AfXNlTITTKZNHze2tpqC8BJpVJQFAV33HEHLrnkEuzcuRPXXXcdjjnmGOzevdv2u77xjW+gpaVl8c+KFStsf/e1qLnUHOaeN56z0mQJUw9OWSAp6afTSD+dZm6nnsSW68th+pFpVGVtrntVrmL6kWkLMKJwoID0lHUf6k1sckbG1INTKE0a1zTOPT+H1J9SjvPgU3N5cuN4fJcfvjJQyWtTppWqgtSfUtx+6CWC767kK5jaPoXCAeMceyc/nObjizYqrHFl5wePeBpHuWicql44UMDU9ikuP3jk5gdrXLn5wVpzKQIrUkWJcxa4QxhWpN9Hhzg3+2GWCKyoWqlyx7nqR7FgvwaLCisqlmVynLNAUWbxNI4VE4iCknd55NY4lnIyd5wv+kHstt38oMR5abLEvNYIwYp0ouRd9jprOqzIV1a44pwn71IbxwvuzkOWK9xxrvqRm3MegyKNCiXv8qw942kcywVjDhOpr5zk5odcrJDqq6ntU6hUrXlXBFa0uA+E+qqSrzDjTgRWpL9LXk99Jar0VJpUX4nk3deihG6lpdNptLXV5hR3dnZiZGQEa9asQU9PDyYm+OhesVjtMbi5UcxkMos/c/o3/+///T/4/X5Uq1W89a1vxdVXX4377ruP+e+uueYaXHXVVYbvOJIayMkDk9j/u/3Y+P2Ni3PNh28bRm5PDoWhwuILTfP78zhwywEAwMrzVnJv3y2xKVUF+761D0q5FuTq9JnUH1MY/fkopKCE43583OJUr/3f349lPdapxiKJTV9Mjd01htknZ5H5awZrr1kLAJDTMvZ/Zz8AwB/3I3EyezqDyB2xB/8phpU/L6F0/yS6z6+to5x7dg4jP6mt37PzY+mapZbtisCKqslmTN4/ian7phDsCC6+oNbNj8iJ7Gmz1MaxVK4gBuO4Cl0fWpz7z/RDdk/uvE8c56YKaF5YBwTUxlV5qgw5I9v6wSu3xrFaUZjjys2PZe/in2LP44dbnOv9mB610geXtMZxyzvosKLifBlqlnaKc7MfZonAilBQMHbXGFecq37ET2HnFhFYUUn2ccW53o/sfudXWPE+cczOFKBO4KLmXTfxPHHMzhQxe8uMe5zr/Fj+N9YXatuJp5HniXO9H10h68vKRWBF+gaCknfnZqw3rmLhIO4hwoqOvbOM/F1jrnGu92P5663nXoRy+7s+Ga0bwB3nqh/BE+zjidI4lhdufLnFudkPN7I57xPHuakCmtIyd30Vup5/dghPIz83VUDq57X8zVNflafK6H6HM9vBLDc/KPXV5P2TiB+05twarGjMdh9YfhTmtHdcUvKuV5o+OI2R749w11dSUMKq963ydB9ejap7PsoZZ5yBa6+9Fjt27MBnPvMZbNq0ievfrVy5EuFwGP39xjcu9/f3Y8OGDcx/09bWho6ODmzevBl+fy3AfD4fzjzzTOzatcv2u8LhMBKJhOHPkSS/34/w0jB8Uc3Opg1NgARE12tPCYKtQQRaA7U/nFNwuO5QSkB0bRRSUEJ0hfZ90RULn62NGiAXTa9rYq65dJJdYpN0jUV0fe17mjZor9P1RX21cxPzIdxjf4ESuSPWHJYgSUBsjXazI9yz8F0cfuglAiuKhgK17/bVzql2Upz9CMes50EEVlRcoAjqx1WwVSsWmH44rLMCaFNVfUHJMq7g4/PDSTxPgCWfxBxXbn6EonxFBW8j7xbnej9Ya21rsCI65dYf1M6lU5yb/TBLBFYUCvu541z1I9LEvmHSNzxFahx/vLOMSChAivNga9Ax31KmqkoB3c+IeddJvFNV/X6JL851fgQ5p53xPgGmxLnqB0V2fvh0556Sd1kxX4MV8TeO3XEfJM44Z/mhlwjl9r/fF0U4HOCOc9WPUISdt6iwosLClFm3ODf7wbrWqaJMVfUFJFJ9pffDSbxPgAMhH6m+go8NZ7MTjx+U+iq2Jsas8URgRXpQk2h9VY8kSSLVV9G13u/Dq1FCTx6/8IUvLP79m9/8Jt773vfiTW96E1atWsX9nsdgMIj3vOc9uOOOO3DppZfC5/NhaGgIf/jDH/CTn/xk8fceeughjI2N4QMf+AAA4LzzzsPOnTsN23rmmWdsG86jQSs3rUTkkxFDsC45fwm6zusy3HUOJAI45ju1uyf+h93n0/MmNkmSsOZzawAFhu+LbYjhuB8fB0hGQM/yS5ejs9eZvKiXU2Lz6ZqL9jPb0ba5zbAPvpAP67+23rJvZoncEQOA1qVNiOkIZ+HuMI69+VjLMRv8YAAUxGBFPsROSWDTbZuMABcXP7oett6JF4UVAcZxpf8+ph+SfZNAXXPqjwcs42rZJUYqnJ0fduKdOixJYI6rhIsfkYedYUkA7QmwW5wb9o0BcBCFFQXC2nlxinOzH2aJwIrC8SA2/WQTV5yrfrDGPCAKK/LzxfmCAokAeo5lE5apsCKfrhim5l07UdY4Ni+Jovv6Ve5xrvMj9LD7DRPK1GFKnC85fwnpWuPkh/6GiVuc6z9n3bQRgRW1Lm1CTAfF4cq7jGuNCOV2y+uCCPT7ueNc9YMVd6KwIsA9zs1+2JHNqbCiQEsQPl0TQ8m7dqJMHY53RNB17Uru+mrZJcvQ9DD75oFZvI08pb5KnJJA5wx/3Dn5EYpqbQol73ql1SesRtPZ2rnkyrsPeb8frzYJNY9f/epXF/++fv16/PWvf0WhUFikpvLqm9/8Jk4//XS8+93vxhvf+EbccccdeOtb34p//Md/XPydu+66Czt27FhsHq+//nqcfvrp2LJlC9785jfjL3/5C5588kk8+iiRhX4ESYLELBJYgcQbXNTF25JkfArk9n12BD6zqGsimMdss296ieK7ScfsVESLUNies9+ukx+scy9GYdPGhMgx6yUCK4od08r1fbz7QIUVUcY8zxgExNac1nPMdqLCikT9F4UVUce8nWqwolnbn7P8+NoDzttl7htjxyZSWVzyMJ1ya9iuwDHrRYUV5Usy4pzjjXfMi8CKKGOe91pDhRXVc8x2cvTDs2sNnXIr8n121xoRWNF2n1aqkvIu4xez+SLOvpcGK5LWJPm+7xDUV6WKgkKpgibKmOfcj0NZX/HGHRVWVO8xU8U6jnrz7pEgoWmrpVLJ0Kzt2LEDH/nIR7B161aUy/wvIt+wYQNeeOEFvPOd70SxWMSXv/xlPPjgg4tTUgHg7LPPxgc/+MHF/+/u7sb//u//4txzz0Umk8E73/lO9PX14eSTTxY5lIYYEsV3e60Gha2mI53CJgor8pLCJgIr8lpHG+XWSYeDcgvUByuqVyKwIi8ptyKwIq8RzyKwokOhBuW2pkNNuQUEYUUe2iECK4o5XJ+pEoEVVSpV298R1dFUXzXkvYSy01e/+lX8+c9/BgBks1mce+65GB8fx+23344vfvGLpG0tWbIEV111Fb75zW/iAx/4gOXFphdccAE++9nPGj5LJBL46Ec/ihtuuAEf+9jH0NnJ/3j8SFb2pSx2f2o3xn5lnH45fOsw9ly9x0CMsqMPUhPb5PAc0k+lFz+r5Cro/0o/+r/Sj0pOAwykn0pj9yd3Y2q7/RQ1vXgTW6VUxZ6r92D41mHD52O/GsPuT+1G9iUNVFGaLqHv830Y3ee8iF4Vb2JTZAWDNw6i7/N9KM9oTYWdHxMH+KBSgLMfc1MFKLJWzE1tn8LuT+7m8sMsEVjR/EzRMq4KBwqOfuSzecu2RWFFksQeV05+DL00ZNmuCKyorCO9quNq8MZBdz8qbA+ojcr0SJYrzu38sBNv46hUFe44V/0YfplvHyiNo1Ocm/2gyMmP9HiOK85Zfui1pDVOp9xKtDhX/WCRD0VgReoNG7c41/sh2zR8IrCi+YxGeqTmXTvxNo5VWeGPc70fNjGvF6VxpMT5zJj9bBaz3BpHPU2TknfNEoEV5dMl7jhn+aFXLBwkNY6PXFxbv0eJ88KBAoZ2W681orCiyELzSqmvWJRfVZTGcWZknlRf8eZd7sZRASnOh28dZp77ekXJu9m0MyDtSJBQ8/iLX/wCF198MQBg+/btWLduHR544AHce++9uPPOOz3dwYb4NffsHOSUjNknZxc/U6oKZnfMojxVNgR6IWstaEQSW6VSRWan9t7M4mgR+YE88gN5FMe0BjXzTAZyWrZN6HpRElshX0Z5qozZHbOGi9vsk7OQUzKyz2rHnB/Io3iwiPyctYExi3JHTJ6TkX0hi+LBInIDGqbZzo/5WXdsP+DeyJcLFchzWmGW/ksaclrm8oMiOz9KedkyrrIvZR39YKHbRWFFAHtcOfrBKGRFYEWBqrav6rjKvpB19aPMeGIpAisqlypccW7ww2WaAOWJY7lU4Y5z1Y9Swf2VLVyNo+4wnOLc7Aev3Br5SlnhinOWH3qJwoooca76wco5IrAi38K0LLc41/tRzLHzjgisyKcrSil5106UJ47FQpk7zvV+yC7vR6Q0jlxxrvMjm+IrYnmeOFZ0ryWg5F2K7Pwo5WTuOGf5oZcIrAigxXn2pSzTd1FYUWBhjSylvrK7aUGFFZXKMqm+4sm7pPpKrpLqq9kds64xJyJK3uV5NdNrXULP4icmJtDSUrt79Oijj+I973kPAGD16tWYnrbi4Bs6POp8dyckSIifqD1FknwSVl6+Erl9ObS+RVsjFm+zPmkSSWwta2JI/oO2KD66NoruC2uI6OgabUpY1/ldCLQGkHxT0vEYqImtEgij49yOGt1LN998+aXLkX02i453dyx+ljg5ga6/70Jn0flJNSWxVasKgq1BLPvwMpRnykicpEFJ7PzoWsmGd+jF8wS4qTVsoLot/eBSzP55Fm3vaFv8zM4PXjn50dQWhv/kqGFctb6lFXJGtvVDzRt6icKKAPa4cvIj/BvrmBKBFV3wV62hUMdVsC3o6geL/icCK+pY14yu8zV4hl2cG/yYoTcqLD01UkGpKnHHuepH637rGlW9uJ846nbNKc7NfvCI5wlwNBHkinODH48zDsNhhpaTH5Q4V/1ob9LGiioRWJEqtzjX+xFLsGm7IrCirwwZ6Za8eZclKqxIlkLcca73I+Szj2lS46gofHGu86NzhfusLN6pqoGg5j8l7/LKyY9YWxjSpghXnBv8eNb6PSKwIoBWX7W+pRXhcWuuF4UVfWLhpQSU+so8iw8QgxW1rWtGxwVLuOsrt7xLhRUVZZlUX628fCWSLyYZW6tPlLzb1t1m+fdHmoSax+OPPx7f+973sGXLFtx1112L71d88cUXuV/V0ZD3CrQE0P1+67t9EqckkDjFmMz9PmvyEklsn+iPINxlJAB2vLPD8u/CXWH0XMgmn6kSpbC1Mt4hFz82jvixxuJBCkjo+rsuNPc2W35fFTWx5YtlxAHDhUOVnR9NLc4UNN6pw+EmY/hGV0cRXW0FarD84JFbIx+KBpA839gI+6N+5jv9VD8CvdaUIwwrgv24svOjvYdRRAvAinzPafuhjiuzmH54BiuKImYa38w41/vBIC8C4rAiSpy3vqUVrQX75pEKK1LlFOdU8U4djiZChldmUPIuj9z8oMS56ke4lxG/grAiwD3OzfvGkhCsaMxY+FPyrl6isKJ23jjX+SH1srdNhRXlijKawBHn+n2LO98wFF3jSMm7PHJr5INhP1rebzz3lLzLIzc/SPVV1M9sIOqBFQH11VeAKKwoaiDKA+J5VwRWhDVJUpwnTkmgbcb75o2Sd4Mh79cKv9okNG3129/+Nr7//e/jlFNOwZYtW/DGN74RAPC9730PV155pZf719BhVC2x0e6IeSmRxBbmfF8lj6iN49t/lnN+fCCgBqxIUwNWpKkBK6qpASs69GrAijQ1YEU1NWBF3qgBK3plYUUNeSehCHnrW9+KiYkJpNNp3H777Yuff+lLX8KFF17o1b41xKl8No/8fuM6Pjlbm/9eLRopXbm+HHJ97PUI9SS24lgRmb9mDPPilaqCzF8zlrV2pekSc054vYmtWqwi/VQactZ4kcvvzyO7y3ntRzZfJDeOLWEJgSosi8Ozu7LcfuhFhRXlSzIUWUH66TRK08b1ZE5+lIrOa89EGhXWuLLzg0c8jWOlbDyXpekS0k+nufzgkZsfrHHl6gej4xeBFamixHm1ah17wrAi3c+c4pzlh+F3BGBFlQp/nKt+2EFbAHqjUirX1hJR4ryQY0Nz9OJpHKumc0nJuzxyaxzlYoU7znnyLktuflDiXM7KTHiFKKxIFSnvMmJeBFbkr0p8cc6Rd6mN4+X3F1CSK6Q4z+7K2oL5VIk0jpS863atA/gax0rJeN5F6isnuflRKVdJ9VX66TQTmCMCK1JFiXNFVpg1nhCsyNS9itZXoppPz5PqK1G2xGtNwrdXfD4fEgnjo+zXve51XC8lbshbje4bRf9X+g2LlId/NIwDPzyA0Ts1smhhpICBrw9g4OsDXPAKVTwUtv6v9GPo+0OYfWJ28fPZJ2Yx9P0h9H+l3xBk+7+zH+P7xy3fI5LY9A3E6J2jOPDDAxj+kUYGk+dk9H+lH4M3DjoWMiJ3xB65OIb5mRIm759c/Hl2VxaDNw5y+aGXKKxo8v5JHLjlAPZ/Z//iz938GN1rT5ulNI5luVZE68dVYUQrkll+VGR38iDvE8e5ybxlXB245QCXH25yaxyrFYU5rtz84AVYqHLzwy3O9X7MHLROzRWFFRVz2rl0inOzH2aJwIqkgsId56ofY/vYa2pFYEXFskyK88JIAQf7Dzpul/eJ49y0VjRR866beJ44zk0VuOJc7weLsGwnnkaeEufDPxrGxH4r3VoEVlQuaLmLkndZMS8CK8qlSlxxzvJDLxHKbQ1WBO44V/042Gc/7imNo7zwqgq3ODf74XStA/ifOGYm86T6Su+Hm3ga+bnJPKm+OnDLAcxOzFq24yQ3Pyj11eT9k8waTwRWlJ/TalXR+qoeje8fJ9VX/V/pd4XTHQk6NM/mGzqskiAh0ByAFNSCMtheS0DBNi0R+aN++MK+2h+HReN6cd2hlIBgsvZ5IKlNMVD/HkwGDXdt9fvEK7vEpl/ErS7SVo8dAKRg7dzAB/jj9sWpyB0x9UJjOMdxP+ADlx96icCKIuHA4vYM23Xxwx9kb58KKyosEM3048of1bbN9MPlJbqkqao+iTmuePxwEs8TYEkCc1y5+eF3WGdmFo8fbnGu94Plew1WRF9z6tP9G7c4d4p3EViRP+gzHDtgH+fqdwdsprfvG5shNY7XPlpEOBggxbk/6odPss+3lKmqhpuzxLzrJMpUVa441/nhC/Bda3ifAFPiXL9PeonAinz6aw0h77JivgYr4m8cVT944pzlh14ilNvb/jaCUIg/zlU/7LynwooKxdq1xi3OzX7YXesA2lRVSQKpvtL74STeJ8DSwhik1FcBwjRrHj8o9ZVdzheBFelrVdH6ql5R6iv1Z0e6GpOJjwCtPHYlIh+LwB/RgnfpxUvR9Xc1ApeqYFsQx3znGABA4El367kTmyRh3ZfXoZqvItCibbf5hGZs/P5G+KI+Q9Gz6spVaO+1gkvs5JTY9EVs5992ovUtrcYLd8SPDTdsgCIrCMTtj7l2R8z+/Yt2iS3ZE0Nct5g7uiqKjTdthBSU7P14yLp9MViRD4m3tCJ+fLyWwBfk5kf3X6yLzEVhRYBxXPmbtP1n+eHz2V88qGtOA4mgZVzJc7KB9Gbnh514pw5LPok5rlpd/Ig9xSZPmsXbyLvFud6P5JKk5d+LwoqCunPpFOdmP8wSgRVFm0M45rvHcMW56seSp5cwty8GK/LzxfmCgm1BdB/LBrhQYUW+OH+cm/2wE6VxbOmOofvzK13jXO9H+M/uU98pU4cpcb704qVof5D/WuPkhz+k5S63ONf7EWu2xrwIrCjZE0PT32j0VK68+7B1+yKU2xqsyM8d56of3U9ax70orAhwj3OzH0s3LGVulworCiaDpPpK74edKFOHE50xdF61nLu+kudkND9jDwbUi7eRp9RXrW9pRVuWH1rj5IceDEjJu15p5XEr0XS2BjnkyruPHfkzMBtPHo8A+QN+S2Es+SQE24KW4sHf5Pc8sQGAL+QzBJKqQEsAvpBxmEkBiYmRZolyh1KSFo7Z9HTLH/E7No6AOL7bxyj2As0Bbj9U1QMrCrYGDfRHwMUPxlOQemFFrHFl5wdLIrAi83algMRsVFh+sESFFdmNK4ofLFGeAFPinEV6tRMVVmQX526vyhCCFUkgxXmw1T7u6oEVUeLc77eOJRFYkfnmCyXvskSFFRXKMnec8+RdgL7mlBLnkk+yfepsFhVWVG+cs+Tkh88v8cW5S96tUW5pjaMqSpwHmgPMm4X1wopIeZdxrROCFZl283DWV1VFQUmWSfUV7yuKDmV9xVvjUWFFIvVVPQoEArT6iiPvHgkSOspSqYRHH3108f937NiBD33oQ9i6dSvKZe9JeA0dXpEax0M4tbtBYavpSKewicKKvKSwicCKDoWOJsqtkw4H5RaoD1ZUr0RgRV5SbkVgRVWPiZ+isCKv1aDc1nQ4qMP1worqlQisyNO4E4QVea2jqb5qyHsJOfXVr34Vf/7znwEA2WwW5557LsbHx3H77bfji1/8oqc72BC/8oN59G/tx9R244ufx+8ex8A3BlCa1BYel0vsJp+a2KZH5w0LpaulKoZuHsLQzUOo6ghl2V1Z9F/fj9kds1zHwpvYKnIVA98YwPjdxsXZU9un0L+1H/lBDdYgZ2UM3jiIqWH7F2PrxZvYlKqCkZ+OYPDGQQOJzM6PmTH7aXpmOfkxnyoaFsrP7phF//X9XH6YJQIryqdLlnFVmiw5+lHMW0lkorAiSZKY48rJj5G9I5btisCKSkVtu+q4GvnpiLsfDOKpKkqjkhqb54pzOz/sxNs4KlVwx7nqhx20xixK4+gU52Y/qLLzY26qwBXnLD/0EoEVSRItzlU/srNWaIsIrEh9AuQW53o/7CBZIrCi+Tktf1Dzrp14G8dqReGPc70fDjGvitI4UuI8PZV2/e7FfXZpHBXdYVDyrlkisKJCtswd5yw/9BKBFfl8EinOS5MlJiRLFFYUWYg7Sn3lBG2hNI6z4zlSfcWbd7kbRwWkOB+/e9wVUCYiSt6lQMJeqxJqHn/xi1/g4osvBgBs374d69atwwMPPIB7770Xd955p6c72BC/Zp+cRb4/j6nfacGkVBVM3j+J3J4cMjszi5/nMlactEhiK5dkzPxBa4YK+wvIPJNB5pkMCkM60uOjM8jvy2N6+7TrcVASW2G+jNyeHCbvnzQkrKn7p5Dvz2P2z7OLn82/OI/sC1lkZjKMLRlFuSNWTpWReiyF7AtZzL+o4ant/JidnGVsxSrX16PMy5BntWQ6/ftp5PflufygyM6PQrZsGVeZnRlHP1hFbD2wIta4cvKjmLM2ryKwIp+uNlLHVeqxlKsfdpRjKqyoWJC54tzgh8s0AcoTx3Kpwh3nqh+5OXeEPVfjqDsMpzg3+0GRkx/lQoUrzll+6CUKK6LEueoHq4kQghUtTO93i3O9H/l5diElAitSitp3UfKunShPHEsFmTvO9X64kc0pjSNXnOsbKc5rDc8Tx4ruqS8l75olAisqzJW445zlh16isCJKnGd2ZlCYt15vRWFFwYU1spT6qmLzlJ4MK8qXSfUVT96l1FcVuUqqrybvn2Se+3pFybuZafca87UuoXlfExMTaGmpPal49NFH8Z73vAcAsHr1akxPuzcHDR0atZ3VBjktI3GK9goVySeh54M9yO/NI3l6cvHzeNI6XatveAoPERNb25pmJLdoi/ija6Nof2cNUBBdo02P6Ty3E5CAts3Oi6ipia3iDyF5ehLR9VHDXPyef+pBZmcGbe/Qvq/5xGa0bm5Fa7CVtblFURKboigItgXRdV4XyjNlNJ+oLVK386NjaYfj9wN8T4BjiaBhgfiS85dg5g8z6OTwg1dOfsRaQlBWBQ3jKnl6EoWhgq0fiXbj630AcVgRwB5XTn6E7rUWRSKwosv3aNtRx1Wwzd2PcIzxug0BWFFydRzt53ctfm4X5wY/KmJwHLNenq6gpPi441z1IzFt9V4v7ieOul1zinOzH7xya+TDTQGuODf48Rfr94jCiihxvuhHtzXvisCK8FztZ25xrveDBYwBxGBFt05HFj+n5F2WqLCiMiTuONf7wYp5VaTGUeGMc50f7UvdYUG8U1UDIR2Uh5B3eeXkR6wljMrSAFecG/zos36PCKwIoNVXydOTCBy05h5hWNEDtZ9R6isWaVYEVtS0ogktH2zjrq/c8i4VVlSQZVJ91fPBHsQHnZcjiIiSd5NdSc+//9Umoebx+OOPx/e+9z1s2bIFd911F+677z4AwIsvvohNmzZ5uoMN8SvcFcaKj66wfN5+ZjtwpvEzFj5cJLF9bSyK6GotaCS/hJ4Leyz/Lro6ipWXr3Tcf1EKW/elVqJay6ktaDnVOBXTF/Zh2YeWobXXvnmkJrZcUUaTJKHrb7ssP7fzg9VA6cU7dTiSCBkWiMc3xRHfZEyadn7wyK2RD8eDaL3UeNyBRADLL11u2ZbqR7DXeiyisCKAPa4kBz+6Vlo/r8GKUrb7wPLjE/06aNLCuDKL6Qdj8Y4IrGi7L4aYaXyz4tzgRy97u0KwojVJ7jhX/ejotb9pQoUVqXKKcxHxPAFuag3DF9bRAAl5l0duflDiXPUj2mu9cSQEK1qQW5zrZUdYrsGKnKdVmv346QPafjjFOcsPvVJzeZz3EA1WFDumFUt441znh9TL3jYVVpQvltEEjjjX71uLcxFNWuOoOwxK3uWRWyMfigWw4qPG6zxX3mU0j3Zy84MS54FEAF0rrOeiBiuatd0HNz8o9RXrWiMCK3quuQmxM403IUTzrhCsqCdBivP2M9vR1Ss2Dp1EybthB4bFkSKhaavf/va38f3vfx+nnHIKtmzZgje+8Y0AgO9973u48sorvdy/hg6j6qGweaF6KWz1ito4nvmzXO12sIdqwIo0NWBFmhqwopoasKJDrwasSFMDVqTb5wasqG41YEWvLKyoIe8kVI299a1vxcTEBNLpNG6//fbFz7/0pS/hwgsv9GrfGuJUqVBCecYIwKmWqsj15aBUjBec4kQRxQnrui+gvsQmZ2Tk91vXtuT35yFnjMVeJVdBIWedk15vYlMqCnJ9OQsYpjxTRmHEeQ68yB2xdFFBUPJDMV3UCyMFbj/0osKKimUZiqIg159DJWe8sDv5YQewUCXSOLLGlZ0fPOJpHKumc1nJVZDrz3H5wSM3P1jjiuoHIAYrUkWJc9aax3pgRXrZxTnLD8PvCMCK5EqFO84X/ag4j3lKo1JeiB9KnNsByvTiaRzNIApK3uWRW+NYkavccc6Td+3k5AclzqulKvNaIworUiUS53qJwIqC8PHFOUfepTYqX/1jEcWyTIrzwkgBctl5DIo0jpS863atA/gaR/O1RqS+cpKbH9WKQqqvcv05Zr4XgRWposS5oijMuBOCFZn2V7S+ElUhVyDVVyJ597Uo4Vv5Pp8PiYRx+t3rXve6Q/KelYacNdw3jL7P96Eyrw3w4VuHMfC1AYxt0wiHxYki9l6zF3uv2ctVzKhyp7Ap2HvdXvR/qR/pp7VpSOmn0+j/Uj/2fmmvoegZvHEQB/daaVgiia0ia4lsbNsYBr42gOFbhxc/q8xX0Pf5Puz94l7k+uyBHSJ3xB69OIbsVMGwSD3Xl8PeL+7l8kMvEVhRSa5gevs0BrYOYPDGwcWfu/kx0mcljqqiNI5ypXbu9eNKf+Fk+uFSxAP8TxznJvKWcTWwdYDLDze5NY5KVWGOKzc/5tP2IAmW3Pxwi3O9HzOj1vVtorCiUk67QDrFudkPs0RgRSgo3HGu+uFEeqXCigolmRTnxYkihvcMsza3KN4njnNTWkFGzbtu4nnimBnP88W5zg9WEekkNz8ocT586zDzWiMCK5KL2nYpeZcV8yKwovnpIlecs/zQS4Rye+2jRfhkcMe56ofTuKc0jpWFa41bnJv9GO5zjjveJ47psRypvqI0kDyNfGYiT6qvBrYOIDNlhbaIwIpUUeqr6e3TzLgTgRUVslqtKlpf1aODew+S6qu9X9rrCqc7EiTUPFarVdx88804+eSTF8E5APDZz34Ww8POwdrQa0vcdyg9uGdQT2KrVyJ3xLyc2iJCYYs4TdkVON1jIlcAAPPNSURBVD1kClvR+ztsJFjRIUrQh2Sq6iH2Q1Q1WBGdcuuVRGBFfg9jf3gyTWocL/ltwRG4ISLKVFXLU1yPTsXhmqrqpsM1dVgUVuQqzl+twYr4G0cv/RCh3G59e3iR+OmFqLAi0anqrHV/qg7XVFUn8dZXh/qRzOGaOiwKK3rVqfGMTAyYc9NNN+Hf/u3f8JnPfAaXX3754ucbN27E1q1b8eMf/9izHWzIXcs3LEf4Q2H4m7RgW37pchTeVTAQoMJdYaz/xnoAQPBZ94KYO7H5JKy/fj3KqTKiq7Tva3lDC0LXhxBsDRpIXauvXo22h5ypq3o5JTZ/QCtmu9/XjZY3tCCyUiPy+Zv82PD1DajkK4gsi8BOtTti9mh3u8SW6Iqg+RxtMXlsQwzrv7oe/qjf3o9HrNsXgxX5kTinHbENMYS7tULLzY9lL1oXtYvCigDjuAp3afvB9MNvf0GgrjkNJKzjqjhWNIx5Oz/sxNs4Sj6JOa7aXfxoernJdR8A/sbRLc71frT1WGNOFFYUimmXDqc4N/thlgisKLY3jLVfXMsV56of3S93M7cvBisK8MX5gsJdYXQfw/5+KqzIH9fOOzXv2onSqCS6ouj45FL3ONf78aJ93tWLt3GkxPnyS5cj+UCS6/sBZz8CYW27bnGu96OpxRrzIrCiRGcEze/TxhFX3n3Mun0Rym0NVhTAuuvXccW56sfSZ60wO1FYEeAe52Y/lm1gA1yosKJQMkiqr/R+2Ikydbi5K4rkJUu466viWBGJfmcwnyrexpFSX7Wf045kMcn1/YCzH5G4dg2m5F2vtGzDMkTP0kEhefLuX4787lLoNvKPfvQjbNu2DR/72McMn5999tn49a9/7cmONcSvUCSEYJuxyPWFfIitj0EyJYJwV9jzxAbU6GL6QFIVXRVFIGG8UPpjfm4aFeWOmOSXEFsfgy9kHNbBtqBj4wiI3xELhPyWqdqRZRFuP1SJwookSUJsbQz+mJWGaOcHi7RbL6yINa7s/GBJBFYkmX7FH/Mjtta6Ho/lB0tUWBFrXFH9YInyxJES50534c2iPnG0i3OWH3oJwYokcMf5oh82Ny3qgRVR4jwYso4lEViRZGr2KXmXJSqsqFStcsc5T95VRXniSIlzX8iHSIxvHyiNvBdxzpKTH4Gwny/OXfJujXJLaxxVUeI8siyCQNA6BuuFFVHyLutaJwIrUkyn8nDXV3K1SqqvYmtjXPn+UNVXkiRx13iujbxpl0Tqq3oUjoZJ9RVP3j0SJNQ87t+/HyeccAIAGBJGLBZDJnPkvxzzSNfhoH7xqEFhq+lIp7CJwoo8pR8KwIoOhY4myq2TDgflFqgPVlSvRGBFXlJuRWBF6tozLyUCK/JaDcqtpkM9dbheWFG9EoEVeUl1F4UVea2jqb5qyHsJVQWrV6/Gzp07ARibx3vuuQcbN270Zs8aIqs4UcSBHx5A+inju7OmH57G8K3DBgqUHYWMmthmJ3LID2rUKaWiYPTOUYzeOWogX+UH8xi6eQjZXVmuY+FNbNWKguFbhzH9iBHKkX4qjQM/PGBYuF4tVjFy+whSE/bT5PTiTWyKomDiNxMYuX0E1aJWXNn5kZnmv8Hi5EchUzKsgcruymLo5iEuP8wSgRUVs2XLuJIzsqMfLFCTKKzI55OY48rJj/Ghcct2RWBF+vWe6ria+O2Eux8O6zQpjUpmKs8V53Z+2Im7cVTAHeeqH1PD9tPC9aI0jk5xbvaDKjs/5lNFrjhn+aGXCKxIkiRSnKt+5LNWMqAIrCiy0Ly6xbnBj6p9w0mFFc1nS9oxE/OunXgbR6Wq8Me53g+OtdmUxpES59k03/VWlaMfusOg5F2zRGBFpZzMHecsP/QSgRX5/T5SnMsZGRMHJizbFYUVhRee4FLqK6dxR2kc56YLpPqKN+9yN44KSHE+/fA089zXK0reLebpxN3XmoSax6uuugoXXXQR7rrrLgDAY489hmuuuQaf+MQncNVVV3m6gw3xa+ahGaSfSmP0jtHFz5SqgtH/HMXsk7OYfXJ28fPsrPWiIpLYCvNlTN4/ufhZfiCP6d9PY/r308jv04Js8r5JZJ7JYPwea/FuFiWxFbIlzD45i9FfjBqIY6P/NYr0U2nMPKwRJueenUPqDymkxtybR8odsfJMGRO/nkDqDynMPTu3+LmdH1MH+Ypot0Y+lylDTmkXrPG7x5F5JsPlh1kisKJcumQZV+r/2/nBapzrgRWxxpWTH/OzVvKhCKzIp9Wwi+Nq4r8nXP0o5tgXFSqsKJctccW5wQ+XIpbyxLFcqnDHuepHZsb9pglX46g7DKc4N/tBkZMfxXmZK85ZfuglCiuixLnqx8yYlbQrAisKLEybdYtzvR+5OTblWgRWVMlpxSMl79qJ8sSxmJe541zvh13Mq6I0jlxxrvNj+iDfTSPAvZGXS9oNZ0reNUsEVpRLF7njnOWHXqKwIkqczz45i2zKWmOJwopCwdo+UOqris17OamwotxckVRf8eRdSn1Vkauk+mr0P0eZ575eUfLu7MSs59//apPQs/jLLrsMpVIJV155JarVKjZv3oyOjg58+9vfxkUXXeT1PjbEqeTpSeQGcmg5VZuKJfkkdG7pxHzfPBKnaAuoY4mY5d/vG5vBb4mJLbmiCcnNGogjsiqCxOtr36NfWN329jaUZ8po18FlWKImNtkfQOyYGJo2NBkWjXds6UD6qTSSb0ouftZ0XBPix8eRaHNeSE5JbIoCBFuDaH1bK8rTZTQdp8ER7PxIdiYZWzKK5wlwuCmAQFIL4fZ3tmN6+zTaOPzglZMfkXgQsWNihnGVOCWBzF8ztn7Ek9YpU6KwIoA9rpz8CD5gbUZEYEVfGdL8UMdVsD3o6kcoYvVRBFYU7WlC4qzWxc/t4tzgh8M8Y+qa01Klwh3nqh+xsjXn6MX9xFF3GE5xbvaDV26NfDDi54pzgx//a/0eUVgRJc5VP1o6rNNzRWBFn+iv/cwtzvV+RJvYU/JFYEX3FrTfpeRdlqiwojIk7jjX+8GKeVWkqaoKZ5zr/OC51gB8T4D9QbG8yysnPyLNIUTXV7ni3OCH9W0RQrAigFZfJU5JwDdojW9xWNHCeSDUV3q/VInAigKdMXRu6eSur9zyLhVWVKxUSPVV55ZORKbotY6bKHk30c4HK3otS3gi98c//nFcccUVGB4eRrVaxYoVK+DzHf61MQ1piq6OYt0X11k+X3L+EstnLICDSGL76XwTYpu0hsAX8mHlFSst/ya+KY74Jue1FqIUtrWfWWv5ecc5Heg4p8PwWSAewOqrV6Ojt8Py+6qoiS1fLKPJJ2HZP1upbnZ+tHU7k2Z5pw43tYaNhcJpSSRPSxp+x84PHrk18tGWENo/ttzwWagzhLXX2PsR7rUWJvXgu1njSnLwo2t9l+XzGqxo1nYfWH58bUzLdeq4MovpByNHisCKnmtuQsw0vllxbvCjl71dEVgRehLcca760dVrPfeqqLAiVU5xLiKeJ8DNHREEdNRTSt7lkZsflDhX/Yj3WnOvEKxoQW5xrhcLWgKosCLnqaVmP7Y/aKTNUvKuXtl8EWffS4MV+dYksfqqFZafu/nh67V5Ty0RVpQvyYiBI851Yt00MIt36rAeUEbJuzxya+Qj8SDWfcy4ba68y2ge7eTmByXOQ50hdK2z5rsarMh5zDv5QamvWDcLRWBFo91xNJ1vPBbRvCsCK6omm7Hsn5dbfu7kh9O1RlSUvBuNe099fbWprm5PkiSsWLECq1atajSOR4DqobB5oXopbPWK2ji+679yqNaxpoqlBqxIUwNWpKkBK6qpASs69GrAijQ1YEWaGrCi+tWAFb2ysKKGvJOwK48//jieeOIJpFLWaS833HBDXTvVEE0VuYJKoQJ/RAtGpaqgnCoj2BY0QI0q8/YXgHoSW7VURTVfRaDFOKTktAxf1GfAOyuyAlm2FoCt8Qh+eTYtsZ2ke2eioigoz5Qt7z2qFCpQygoCzfbDXeSO2AsTFSQ7rL8nz8mQgpKtH3aiNiqlcgUxAOVUGYHmAKSAdsxOflQV5yJEpHFUx5X+3Ut2fvCIp3E09+2KrECekxFsNZ5jlh88cvPDblw5+cFSDVY0YrsfTn64xbnBD8aaR1FY0bufMvppG+cMP/QSgRWVZB9K0yXuOC+nyq4AB0qjIi8U8W5xbvCj4l54czWOpsOg5F0euTWOSlVBZb7CFeeqHyJy8oMS50pVgcy42RALB3EPEVb05j8Zf5eSd80SgRV1He+Hoijuca7zw0lUWFGhJKGJEOfynOwISwLEGkdS3nW51gF8jaN+vZ/6/7x5l1dOfihKLaa566s59g22GqxozHYfnPyg1lesGk8EVnThc8YcRsm7XkiWZSiywl1f+aJHx4M0oaPcunUrNm/ejF/96ld45plnLH8aOrwaemkIfZ/rQ6WgFSgHf3YQL3/6ZUzeqy3uLc+UsefTe7Dn03uYF1QnOSc2Bf1f7sfuT+7G3PPagua55+ew+5O70f/lfkPxtv+m/Rh6ccjyHSIUtqqOcDX520m8/OmXcfBn2lyVSqGCvs/1YfeVu5Hfbw+MEbkj1vvBJmTGC0j9SbuBkt+fx+4rd3P5oZcIrKhYlpH6Uwp7PrUH+2/ar9uWsx8H++zn8lAaR/VOuH5clWc0mirLD7diAuB/4piZyFnG1Z5P7eHyw01ujaNSVZjjys0PFjxEBFakyi3O9X7Mjs9ati8KKyrrzqVTnJv9MEsEViQVFe44V/0YH7QHdVFhRYWiTIrz8kwZB146YLtNgP+J49x0YfHv1LzrJp4njrOjOa441/tRLNDIg25+UOL84M8OYugl67VGBFZUKWm5i5J3WTEvAivKTha44pzlh1nUxvGS3xbgq4A7zlU/DuyxH/eUxrG60Ly5xbnZD6drHcD/xDE9nifVV3o/eOTmR2YiR6qv9nxqD+ZSVmiRCKxIFaW+Sv0pxazxRGBFxXmtVhWtr+rR0ItDpPqq/8v9XITl17qEnjz+4Ac/wIMPPoizzjrL6/1pSEAKaneaFFkbsOXpWvLSJ7FKvrKIOq4SpsC4XmgUoDxb+x55VoerXvh7ebZcu2O+kIvKM2WAwc0RSWz6O4Ll1MIxT2vHrJQX7sJVgUrWvnkQuSNWu9BUjOc4WwGqcPaDsSxEBFa0/OQ4SjNWn9388IrCli/JaIZxXFXyFQRRKzqZflSdkyplqmpVVqzjCuDyw0k8T4AVBcxxxdoHvR92r8hhiccPtzjX+8HyXRRWpL9p4xjnpn0zSwRW9PmXJMOxA/Zxrn633c0yEVhR+/FRvjhfUCVfcXwCQpmqWpV12yHmXSeRpg4Xq+5xrvPDsM8u4mnkKXFeni4zj18EVlTVX2sIeZcV8yKwIjxW4Ypzgx/WpWIYnkzje4/RGscarKgW+zxxrvph5z0VVpQvlhGHe5yb/bC71gF0yi2lvqrk+fM8TyOvvgaCu74CIJf4HxDw+EGpr8oz5cXxqJcIrEhfq1Lyrpei1Ffqz450CTWPhUIBp512mtf70pCgetb0wP8PfgPEYflHlmP+xXk0n9i8+FlkWQRrP19bVB8a5Fu7xZPYJJ+EddetQ3G0aPi+5JuT8Mf9CPcYwS6rr16N5CNJ7uNzSmz+oFYE9FzYg/hxcQORK9AcwLrr1qGSrTgCe2p3xKw4e1V2iS3eHkbLls7F34tvimP11avhjzv48Ufr9sVgRX60bOlEeFkYsbUaydLNj56RHst2RWFFgHFcRZZpxDGWH3bwDIC+5jSYDFrGVW4gh8RJGunMzg878U4d9vkl5rjqdPEjPuU8NVwVbyPvFud6P9qWWkFNorCicEw7l05xbvbDLBFY0VcPhrDiYyu44lz1o3uim7l9IVhRKIAYT5wvKLIsgsQ69jmgwor8zZoH1LxrJ0rj2NwRQeuHlrjGud6P6EE+eATvE2BKnC//yHIkHuQnHzr5EdRNk3OLc70fccZyEBFYUbwtjMSF2jjmyrt/tm5fhHJ7y5YItj8QwMpPruSKc9WPpQNLLdsVgRVhTRKAe5yb/ehZb73WAXRYUaglSKqvIssiwIu2m1wU7xPg5s4o4v/Qzl1f5QZySM4k3XcA/I08pb7q3NKJ+P/wXesAZz+izdo1mKu+8lhLVi1B+J81b7jy7vOHf93u4ZZQ87hlyxZs27YN//Iv/+L1/jQkoGg8iugq4wU6EA8wUeWxDQvJddB9u5SpLeHuMMLdxt+RfBISJ1sv3MG2IJpa+FDelDuUvrCPeczmc8OSKL47FDWusQDAbFLt/FAlQmH76QOAFJDQ8nrrdp38CE1ZGyIhCpsOmrI4rnSy84MlEVgRksYLRbAtiJY26/e5UX5VUdecssaVmx9Sr/tFhfIE2DXOdaJAzVz90O2SU5yz/NBLBFYk+STuOFf9CPSy43tJaxy3vIMGKzp2e+1zSpxHYlZ0vAisSOoxnmdK3mWJCiuqSAoSprHlmnc5iJeUqcOUOA/EA4i38MU/pZEn5V0C3crJj1AsAF/YuE8ieVeEcuuTJEACKc7jm+IIH7TWDSKwooLu+kzJu6GwNYeLwIqUgHEMUfKunSj1VVVS0GI69255l+dac6jqKykgcdd4ro28aZdE6qt61NTShPk24/uhXfPu84dkV15VEmoev/vd7+L444/Htm3bsG7dOssC1ZtvvtmTnWvoldOhpn7xqEFh03RYKGx1wIrqkSisqLXLOwqbKKzIax1NlFsnHS7qcD2wonolAivyknIrCivyWiKwIq/VoNxqOtTUYS9gRfVIBFbUfZK3xE8RWJHXrdHRVF815L2EMuS1116LbDaLQqGAkZERDA8PG/409MpITssYvWsU2Zeyhs8zOzMYu3vMMA+/UrWfk09JbHPTBRQnNCCCoiiY+v0Upn4/ZVjEXZwoYvSOUeQH7aE1evEmNqWqYOzuMWR2ZgyfZ1/KYvSuUchpbU66IiuY+M0EcyE589gIiS31pxQmfjNhmIdv58d8et78zx1l54d+ITkA5AfzGL1jlMsPs0RgRaW8bB1X+YqzHwwCmyisyO/32Y4rOz+mR6ct2xWBFRWK1nFlBsMw/XBYSE9pVOZTRb44t/HDTtyNowJSnKf+lEJq3H6Nl16UxtEpzp1APapEYEX5TIkrzll+6CUCK/L5JFKcq34U81ZojQisKLKAzXeNc70fDnmHCiuany8ZPqPkXTtxN44K+ONc7wcHPIPSOFLiPJ/lu96qcvRDdxiUvGuWCKyoXKxwxznLD71EYEUBv49WX+UrmBljL4MRgRWpywsOd30FAPOzRVJ9xZN3gUNXX2V2ZmzPfT2i5N1y6chf9yh0O+WXv/wlHn74YZxxxhle709DdWjygUlMPziN9F/S2Pi9jQBqzdXQLUNAFQgkAosvds3OsC+s1MQ2P6egdM8EVny09vLk/EAeY3fWUNCxDbHFNQgTd08g/VQauYGc6wucKYktny1j6r5ZwAdsum3T4tz/4VuHIadkSJDQ/f7aOpHMXzOY+PUEYie4PzOiJLZyqoyRn9SeXoSXhRenz9j5MTE04fr9qpz8mE8VEU9pSPaDvziIfH8eclp29cMsEVjR/EwRqefnDeMq9acUpu6bsvUjfaZ1upQwrOg59rhy8qN50romQgRW1LFO+z11XAFA/Pi4ox/FHLugocKKsmkZ07cOu8a53o91FzrHHeWJY7lUwdidtWN2i3PVj+AJ7k9SuBpHXV3qFOeA0Q+KnPzIZ8rI/G/GNc71fvRI1rVXorAiSpyrfky/0XrTRARW9LWx2j64xbnej1zGShsFxGBF0R6tsaPkXTtRnjgW82VM/LpWGLvFud6Pdec5xx2lceSJc70fkwf46ZNujbysg89Q8q5ZIrCi3EwR089mueLc4Mf6FZbvEIEVfaKfVl+l/pRCZMI6VV0UVrTdVyvVKfUV60YtQIcVZWdljN+S5q6vgJofTqLUV1W5Sqqvhm4Zgm+T9zMHKHn3UDSvrzYJneGmpiaceOKJXu9LQ3Wq+cRmBFoDSJ6eXPxM8klInpZEsCOI+LFaQEfi7MRGvSMWCPiROEWbdx/uCSO6Noro2qhhTnji9QkEku7z0qmJTZYUBDuCSJ6WNCwaT56eRKA1gPiJ2jFH10YRXhpGrNm5eSRNpVBqi8bjx8dr29Y1Z3Z+NCX51gK4NfLBiN/wbqWWN7YgkAxw+cErJz9C0YBlXMWPjTv6wTr3IvhuVaxx5ehH0Hq/TARWFI1rv6uOq/jxcVc/goxph6m5PKlxPPsX8/D5fVxxbvDDYe0Vdc1pqVLhjnPVj1DE+fxyP3HUHYZTnJv94JVbI+8PSlxxzvJDL1FYESXOVT9YOacGKxJ776xbnOv9CMfYeUcEVtSkg2dQ8i5LVFhRWalyx7nej4DDS85JU1UVzjjX+cGC9bDE8wTYH9DODyXv8srJj1AswB3nLD/0EoEVAbQ4jx8bZ/ouCitScx6lvvL7rfklmy+S6qu3/yxXu9YQ6iu3vEuFFRXlCqm+Sp6WdIw5UVHyLu96z9eyhM7w5s2b8fOf/xyXX3651/vTUB2KHxtn3mldfqmV1x2OWJOXSGLb7osjpk9YMT/WXWe909pyaotr4yhCYfOvSeKYG4+x/Lz7vd3ofq+RsBhqD2HD1zegq7fLdrvUxJYvyYgFJKy+erXl53Z+dK2w/35VPE+AmzsiBlhPxzkdi3c+Vdn5wSO3Rr6pLYzOLxrv7EZWRBz9iPZaF9eLwooA9riSHPzoGraeezFYkQ6atDCuzGL6wbigC8GKupvR9F7jsbDi3OBHL3u7IrAiJdnMHeeqH05xJ7rG0SnORcTzBLhlSQzBNq2o5Mq7u/n3wc0PSpyrfrT0WnOvCKxIlVuc68W6YQOIwoq08+4U525PHEVhRdxxrvPD38uOJyqsqFiWEQNHnOvU1m0lLJvFO3VY3zxQ8i6P3Br5aEsIG68xesqVd21yHktuflDqq8iKCLo2WvOdMKxoQZT6yswiAcRgReHlcTRdusTwc9G8KwIrqgTipDhffulyx2uNqCh5lxfS9VqWUPNYKpVwxRVXYNu2bVi/fr1lkN52222e7FxDh1ciiW3Dg959f70UtnpFbRxric37Bd4NWFFNDViRpgasSLfPDVjRIVUDVqSpASvS1IAV1a8GrOiVhxU15I2EojQUCuGCCy5AT08P5ufnkc1mDX8aOrxSoDChBKwXsitVxfZF7fUkNkVhb1ep2uwbAyIQCwdJjeMjF8csNy6Y+2Czb3qJ3BH7XZ+MSMj6e7bH7LIPAK1RKS+8fJpyzEpVcQU4iDSOduOK55hZ4mocGZumjEEeOfnhdI4tnzmMQRFYkev3OcS5XvXAiizfJzDmRWBFxbJMHvNuojQqlYUimnLMPNAUkcaRmnfd5No4KvbjjXffVInAihy/j3CtEYUVue4Dx7UGEIQVMZ7g1pN3qbCiQlGmjXmOa41I40jKu17BiijXGsFrnhusiDTmbfZBBFbktl1bPxgnTRRWZN4H0fpKRKzj8DrvvhYl1Dzeddddjn9EVK3S72opioJCoWC7MPho0dCuIez9wl5US9o5HL97HLs+vAvTj2igBDkjY89Ve7Dn03tQke1pqyy5NY77btiHFy97Ebk+DY6Q68vhxctexL4b9hkCavjWYQw+P2j5DpHEVq1o251+eBq7PrwL43ePL35WLVWx9wt78dIVL6E4xoaVAGJ3xP77fVHMjRcMJLLiWBEvXfESlx9m0fHdMjI7M9h1yS4M36pRjt38GB0Ytd0upXGsLiRP/biSM1osMv1Q3OOc94nj3FTeMq52XbKLyw8eOTeOYI4rNz8KuYLle0RgRarc4lzvR2baSlwVhRXJRS1/OMW52Q+z9o3NkBrHax8tQiqBO85VPyYO2EOqqLCifEkmxbmckTH00pDjsfE2jvMzRtIfJe+6ieeJ4+xYji/OdX6UiiXLdpzk5gclzsfvHse+5/dZvqMGK+JvHF/X7kelrG2XkndZMS8CK8pOFLjinOWHWdTG8bxteaCicMe56sfIy/ZPlimNo/p9bnFu9sPpWgfwP3FMT+RI9ZXeDx65+TE3lSfVV7su2cWkuovAilRR6qvMzgyzxqvBivjrqy2vC6KU185lPfWVqAafHyTVV/tu2Md10+K1rsM/P8Ckb3zjG1iyZAmCwSBOOOEEPPII/3ysT33qU4hGo7j66qsP4R6++lWpVFA8WEQ1rwXTfN88oAD5vRq6uZwqQ56VIadkyGX+5OZ6oVFq1CmlrCB/QPu+/IGFzwbyhjt38y/PM4sakcSm6JrHfH/te+b7tKRZzVdr5yZXRXHUvnkUuSO25XVBKAqQ26clkOLowndx+KGXCKwoFPDXvrtaO6eLcvHDjvhJhRXlizUctX5clVMaoprph8vUJ8pUVblUtYwrVPn8cJNbI69UFea4cvOjlOcvpHn8cItzvR+sIlYUVqQvpJ3i3OyHWSKwIqkK7jhX/SjMW48dEIQVSRIpzsupMipl+5t1JMqtrmmn5l0n8U5VrVYUvjjX+VEu8mPreRp5SpyrfpglAiuq6l4TQMm7rJgXgRUpnHHO8kOviVSW3Di+Z0MAQcnHHeeqH6UCO99RYUW5hVcjucW52Q+7ax1Am6paKSuk+krvh5t4Gnm5VCXVV6iC+XoeO/H4QamvcvtyzBpPBFZU0TWJovVVPVIUhVRf5Qe834dXo7gnE7///e8HUHvqqP7dTrxPH3/0ox/h61//On7961/jtNNOw7e//W2ce+652LVrF9asWeP4b++77z489NBDOOYY6yLxo02dKzqhnKMg0KLZufyS5cjszBhIVNFVUay4vAY4Cc/yrd3iSWyST8Kaz6xB/kAerW9tXfxc/Xt0RdSw2H7VJ1eh5XHnKbJ6OSU2f0j7e/f7uxFZGTHQsAItAaz69CrIszKaT7S+pkGVCL4bAGLJEFq2dC7+XvOJzVj24WUIJAP2fvzFun0xWFEAiS3tCCQCBtKbmx89c9bXBojAirAmCcA4rqKrNAgH04+AdxS2YCJgGVfZl7JofYt2zHZ+OInnCbDPLzHHVeeWTkc/mmX7MagXbyPvFud6P9p72i3/XhRWFG7SCi2nODf7YZYIrOgn94XQ/f5urjhX/VhSXMLatBisKBxEjCfOFxRdFUXTKjZ9jworCjRrP6fmXTtR1jjG28Jo/vs29zjX+REr8K1Q5X0CTInz5ZcsR/NDfDEHOPsRjGh/d4tzvR/NbdbvF4EVxVpCSLxfG8dcefd/rdsXodz+8vwojv19ED0X9XDFuepH92S3ZbsisCL01MaWW5yb/ehZa73WAXRYUbiFL84Nfrxsu8lF8T4Bbu6IIPKOBHd9lX0pixaFr8bibeQp9VXnlk7E/od/ZbqTH5FmI/GWN+96pfal7Qi8T/surrw7ePjXyx9ucTeP8Xic+fd69N3vfhcf/vCHcdZZZwEAvvzlL+OnP/0pfvSjH+Gb3/ym7b8bGRnBZZddht/97ne4+OKLPdmX17KaW5uRP8F4tyPUGULHuzosv9vyhoWEwkEho0xtiW2IIbbBmCx8AR/az7QWrJEVEbR0eJvYgIX3LDGOufkE9+JBFN8diQfhjxoLOlaxbOeHKlFYkT/qtxDAAGc/Ir3W17TUCytaHFc62fnBkgisCAFjHoqsiCCywnhsdn7YiTJ1mDWu3PyQet0vKpQnwK5xrt83AtzJ1Q/dLjnFudkPs0RgRT6/xB3nqh/hXraXorAiapyz0O0isCIkjcdIybsskeE4QckyttzyLs+Yp0wdpsR5qDPEfa1xbeR1u0TJuyzqpZ2c/Ig0BxFIGEs2kbwrQrkN+SVAAnecq37Eeq0NRL2wIkrejcSs+UcEVlT1G4+DknftRILjBCTLuXfLu3aUX70OVX3lj/q5486tkdc3xqL1VT1q6WhBcYXxKa5r3h08JLvyqhJ386gnqH7oQx/CGWecwfy9xx9/nGt709PT6Ovrw9ve9rbFzyRJwtve9jb8+c9/tv131WoVH/jAB3DVVVc13jV5CHWoqV88alDYNB3JFDZRWJHXFDYRWJHXOpoot246HNThGqxozPbnh9IPEViRl5RbMViR9+NRBFbktRqUW02HmjosAit691Pe7UPf8BQeIsKKlv9fb681dFiRD+y3VorraKqvGvJeQqPlLW95i9DP9Bofry267ezsNHze1dW1+DOWtm7dCr/fj6uuuorrewCgWCwik8kY/hyJquQrmNo+hcIB4/qeXF8O049MoyprF14nkAIlsc2ni5bF4emn00g/bXyKJmdkTD04hdIk35ov7sSmANOPTBsWLgNA4UABU9unUMlrRb5SVZD6Uwq5Ofs1WHpREtvc83NI/SllIHDZ+cFae+YkOz/KBWMDU5osYerBKS4/zBKBFcnFimVcVeWqsx9Va9MlCisK+H2248rOj/QU+zxQYUX5onaO1XE19/yccX9t/LATpVHJZUpccW7nh50ojSMlzueen8Ncynh+nMTrh1Ocm/1gSQRWVJyXueKc5YdeIrAiv99HinPVj3LJugZLBFYUXiB+usa53g+HhZdUWNF83ngclLxrJ+7GUQEpznnyripK40iJ82LBuu6tHsqtKkreNUsIVlSqcse5W94VgRUFA35SnFflKhNQBojBivQ8iMNaXwEoZEuk+oon7wKHrr7K9eVsz309osQ5FUj5WpSnt1NmZ2fR3My/vgCwUlar1artNI8dO3bgBz/4Af7yl7+gWKwlRUVRUKlUUCgUEImwp0h94xvfwPXXX0/ar9eiJu+fxNR9Uwh2BBdfGKxUFez71j4o5VrQqY/V52bYAU5NbHOpKop3jS2+KDe/P48DtxwAAISuDy2uxRi7awyzT84i89cM1l6z1vE4SIltvoTRn89CCko47sfHLU5x2P/9/ShPlSFnZHSfX1t3MffsHEZ+MoLgCe53tyiJTU7L2P+d/QAAf9yPxMm1e4R2frgR4PRy8mNuqoCmtLw493/4tmHk9uRQGCq4+mGWCKxobqqA1M9rdDN1XKX+mMLoz0dt/eh+h3UNjCis6BP97HHl5Ef8oHWa5PBkGt97jAYralunjQd1XAHAxu9vdPTDDmJAhRXNzRQx/f39rnGu92PV+1Y5HhsNVlThjnPVD+kEvqcHro2jri51inPA6AdFTn7Mp4rwPzvnGud6P7phHfc1WNGM7T4w/XiOFueqH8nTkpbti8CKfjpfGxNuca73I5dh37hIzeVx3kM0WJHUqU0Vo+RdO1GeOJbyMkZ+UqP2usW53o+V56103AdK48gT53o/xgftb8Sb5dY46sEllLxrlgisKDtTwPQdWa441/uxdM1Sy3fUYEWztvvA8uNrD9Dqq9QfU8iNWMf9RCqLSx6mw4qeC9WOjVJf2b2FgAorSk+VMPqtfdz1FVDzw0mkNacVhVRf7fvWPlQ3ej9DgZJ3p0e9p76+2kR68viBD3wAH/jABwx/V//84z/+I9761rfitNNO49pWT09tIfPEhBGhPjExge5u64UWAP73f/8X2WwWmzZtQjKZRDKZxPPPP49///d/RzKZRKXC7vavueYapNPpxT8HDhzgPeTXlGJrYoAPaHqdbn2NBETXRiEFJURXaI1DKGq9QIlQ2HyShOh6bbvB1iACrQEEWgMItmoJIbo+CkhA0wY2OEIVNbGVqkrt2NZGDWtSml7XBPgWzsmCwj1h+GI+hCIuLyGnTKVQAF/Uh/DS2rbDPVqxa+dHOOYNrMgflOCLauenaUNTzW8OP3jl5Ecg5LOMq+iKqKMfYcbaUhF89+L3McaVkx+sG1MisKJoVNsHdVyFl4Zd/Qgw3tWWzRdJjePbf5YDJIkrzg1+OIi65rRUqXLHueqH3+8+FZA6VdUpzs1+8Mqtkff5wBXnLD/0EoUVUeJc9SPSZL2xWoMV8TeOej/c4lzvRzDMzjsisKKoDtREyrsMUWFFJaXKHed6P1gxr4o8VZUnznWnkuU7SzxPHCXdZ5S8yysnPwIhP3ecs/zQSwRWBNDi3A5WJQorUj2l1Fc+xg1hIVjRwjHy1ldueZcKKyrJFVJ9FV3LBwqjipJ3WWttjzSRbsnqSYlmamIwGMQFF1yAf/3Xf+XaVmtrK4477jg8+uijOP/88wHUnjo++uij+Od//ufF35NlGdVqFaFQCB/5yEfwkY98xLCdk046CZs3b8ZNN91k+13hcBjh8KFZM/NqUuKUBDbdtsm4wFiSsOZzawDFuPCYNbhFEtuzzc1o0i3aDiQCOOY7tbtA+u9rP7MdbZvbHINaJLH5exI47sfHAZIRTLD80uVYdskyw/eFu8M49uZj0fVwl+12qYmtWJYRC/mw/mvrLefYzg87ApxePE+AW7pi8Olos0vOX4Ku87oM32fnB4/cGvnmjii6rl1p2G5sQ8zRj6aHrQWdKKwIYI8rn4MfnTPGafKAGKxo+4Na/lPHlfmYWX6woDUisKLQimbEL9XIi3ZxbvDjIfa2RWBF1UCcO85VP7oeso87gNA46g7DKc7NfvCI5wlwsqcJ4W5t/7jy7iD/Prj5QYlz1Y+2h9ss3yMCK1LlFuf6fQiF2Q2RGKxI2w+nODf7YZYorIg3zvV++B9mb5vaOJbKFcR44ly3b10rnGMO4J+q6vPzxbl533jk1sg3tYWx6fObuOLc4AcHGFCVmx+U+iq2IYbO463XGmFY0YIo9ZVPstZPIrCijtc1I35FF3d95ZR3RWBF5QqtvlrzuTWu1xoRUfJuot3rFaqvPpGax9tvvx0A0NHRgRtvvLHuL//sZz+Lyy67DGeeeSbe9KY34Vvf+hay2Sw++tGPLv7ORz7yEezYsQMvvPBC3d93NIiVtCVJMhRcdhJJbMduZ3yfzYXD7YIiSmGjfJ/kkyDZnAxq43j5/QWU5Np+2p1j5j64mME9dZj3+wTuwnE9AZZo30fdD14/KGOede69gBXVc8xewYooY1BVPbAiUtxJ9nEH1Acr8mrMc08d5o07zryrF28jfyjjDuDzo97v8wJWJDLmAXFYEfVaY6d6YEWix8xSPbAir8Y87xPgQznmeRv5eq81XsCK6jlmUVgRqxkUybuisCJSfeVyralHXl1rjgQJAXO8aBwB4KKLLsJ3vvMdXHPNNTj22GPxzDPPoLe3F8uXL1/8nWAw6PjUMBwOIxhsEJq8UC2xid0R80Iiic3nUeCK3BH78c4yIqFXjsImHyLyYIPCpulwUIdFYEVeqR5YkVeiwooKJT4AEUWUNadVBxhIPTqaKLeAGKzIK4nCirxSPbAir0SFFeUPQdwdTZRbAJ7AiuqRCKzIS4nCihp69enwV4UmfexjH8PLL7+MdDqNxx9/HG984xsNP//3f/937Ny50/bf/+Uvf8G3v/3tQ72br2oNvzyMwRsHochaUTO1fQq7P7kb6afSi59VchX0f6Uf/V/pZ64PrSexDd86jD1X7zGQrwoHCthz9R4M3zps+N2xX41h6KUhy3eIJDY9fSv9VBq7P7kbU9unFj9TZAWDNw6i7/N9KM9YiYOq+oanyI3jbX8bQW6yiOxL2cWfl6ZL6Pt8H5cfZtHx3TKyL2Wx+1O7MfYr4x18Jz8mDkyYN7coSqOiEnsN4yqnjSumHw6UX1W8jeP8jBE+M/arMez+1G4uP3jk6IcC5rhy84NFPxSBFalyjXOdH9l0FmaJwor08AynODf7YdbwZJrUOF7y2wKkMrjjXPVjZsweTEOFFeWLZVKcV3IVjOy1f9oA8DeO+bSRpkjJuzxyaxwzE3m+ONf5IZdpTYebH5Q4n9o+hf0v7bd8Rw1WxN84nrrMj2pF2y4l77JiXgRWlJsqcMU5yw+zqI3j2b+YByoKd5yrfozus4fDURoV9bLhFudmP5yudQB/4zg3VaDVVzkabdPNj/mZIqm+2v2p3chnje/+BsRgRaoo9VX2pSyzxqvBivjrq385OYRyUTuX9dRXohp6aYhUX4nk3deiXvHmsaH6VSqUkH0hC3lOu0in/5KGnJaR2akhi4ujReQH8sgP5CET7iK6JTalqmB2xyzKU2XDBST7UhblqTJmd8wamrzZJ2eZBYVIYqvo8NiZZzKQ07IhgchzMrIvZFE8WERuwP51BSJ3xP7l5BAqFQXZZ7Vjzg/kUTxY5PJDLxFYkd/vw9yzc5BTMmafnF38uZsf87PzzO1SYUW5hddV6MdVcUwrlFh+2EGtVFGeOJbysnVcpWQuP9zk1shXqwpzXLn5Ucjyv6aFxw+3ONf7MZ+2+i4KKyqXdE2pU5yb/DBLBFYEGdxxrvqRTbH3QRRWRInz4mgRxRybsgvQnjgWc1qBRs27buJ54iiXqlxxrvfD6djN4mnkKXGe/ksalbI154jAimTdmKfkXVbMi8CKqhVwxTnLD71Sc3ly43h8lx8Bxccd56of+TlrAwPQYUX5Ym3cu8W52Q+7ax1Ae+JYLlRI9ZXeDzfxNPKlvEyrr1Iy9yvJAD4/KPXV3LNzzBpPBFakfyWZaH1Vj+Qyrb6a3THr+HqiI0XezoNo6BVR65JWlE8tG2hPSz+4FLN/nkXbOzRQQnRtFN0X1ki2IR/f1AzeOfgrL1+J3L4cWt/Squ3XW1ohZ+Qa5VI3vXT5pcvR8rTzOjO9HClsQe3vXed3IdAaQPJNycXPgq1BLPvwMpRnykicZL+IWQTfDQCR5iCS7+5Y/L3EyQl0/X0Xgm1Bez+etW5fBFb0XCiAlne3QYKE+Ika/MLNjy5YF5MLUdh6audTP66ia7SLA8sPM2hLL+qa02BzwDKuss9m0cHhh5N4ngD7/BJzXHW+u9PRj3izM6REFW8j7xbnej/auq3QFFFYUTim+egU52Y/zBKBFT1wXxDt72zninPVj86wFV4BiMGKCuEAYjxxvqDo2igiS9n0PSqsKBDXzjs17zqJd6pqrCWEyNuaXeNc70csGmNsySreJ8CUOF/6waWI/5Ev5gBnP0IR7dy7xbnej3ib9ftFYEWR5gCa/0HL3Vx5t8+6bRHK7YP/FMOJDwXQcW4HV5yrfnQWrXEnAiuqJmuvgHOLc7MfXSvZ4BTqVNVQc4BUX0XXRIF+x00C4H8C3NQWhv/kKHd9lX02i5YWvhqLt5Gn1Fed7+5E+Df8U96d/IjEtfPOVV95rJbOFuA92v9z5d2ZI38dZKN5PALUuqQV5bcYp2RGV0cRXW28yyNJEjreWUvwUq/74KZMbUmckkDiFGNz5o/6F98BpFf82Djah9stn7Pkmth0uxTuCqPnQivJVB/gdhLGd7eEDO+RkwISuv7OesFi+aGXGKwICLQE0P1+6zl28qOp10o8FYUVAcZxpZedHyyJwIqUgLEojR8bR/xYY1Fm54edKFOHWePKzQ9/r/v6DcoTYLc41ysY4l836uaHgSDrEOdmP8wSgRX5Az70XGj11MmPaC879kRhRZQ4lyQJLR3W4xSBFSFgPJ+UvGsnyhpHf9SHNtPYcsu7PNcaytRhSpxHV0fR3sd3rXFt5HW7RMq7PtqaLTs/Yi1hhLu0/+fKu4zmUYRy2xyWIPkkdJ+/xPK7Tn4091rf+y0KK1rcf0LebWqxXutEYEVK0Hjzh5J37USpr/whnyWm3fJuoNe9vKc8AabUV4GWANp7+OLOrZHXU35F66t61N7TjsqxxtkLrnmXQPl9rUqoeczn8/i3f/s3PPHEE5iZsa4lefzxx+vesYZeWR2OxdtuOpoW03tBYatHohQ2LyQKK1r+fxuwokOhow9W5M0aYKpEYEXdJ3k75umwIgn8c0b41IAVaTocsCIvKLf1SARWdOFz3sKKfkuEFS0/mf/pNY9EYEXWNrw+HU31VUPeSygiP/rRj+Lf/u3fsGbNGpx11lmWPw29MlJkBemn0yhNG6EKxbEiMn/NGObFO83JpiS2wnwZ1aKxkM715ZDrM863rxarSD+VhpzlW3fGndgUIPPXjGWNQWm6hPTTaQskJbsrywQYsERJbPn9eWR3GddV2flRKhr/HxCDFemhJQAgZ2vrEXj8MEsEVlQpV63jqqo4+8EA5ojCioIBv+24svODte4PoMOK8gXjk/7srizy+43re+z8sBOlUSnmynxxbuOHnSiNIyXO8/vzTICDnXj9cIpzsx8sicCK9GtwAFre1UsEVhTw+0hxrvpRka3r/kRgReq6dNc454RTUWFF83njOabkXTtRGkdKnPPkXb14G0dKnLPWnXlBuaXkXbOEYEULnvLEuVveFYEVhYJ+Wn1VVTCfYV9rRGBFes8Oa30FoJSTSfUVT94FDl19VRwr2p77ekTKu9VDc3P51SSh25i/+c1v8Pjjj2PTpk1e709DdWjy/klM/HoC4aVhbPj6BgC1JNb/lX5Uc1Us+/CyxSkGdgAJamJLTxaRv3MUyz60DABQGClg4OsDAID1X12PyLLadI/RO0eR+kMK8ePjWH31asfjoCS24nwZI9+fgC/mw7E3H7s4nW7/d/ajeLCIrr/vWpzmkN2VxeCNg5BOcL+TSkls8pyM/q/0A1Vg9dWrEd9Uu0tp58foXnsCnVlOfmQm84jOyQg018J4+EfDyL6QRevmVlc/zBKBFc1N5jHz/SnDuJp9YhYjPxmx9aPjLOu0HlFY0dceYI8rJz/m91svKhOpLC55mAYral6tpU51XMEHbLxpo6MfpQK7oKXCimYnSpj6zn7XONf7sfzvl9tuE6A1jpVyFfs541z1o7KJj0Do2jjq6hWnODf7QZGTH9npAvy7sq5xrvdjCazT/WqwopTtPrD8+EQ/Lc5VP5pPtz63EIEVbffVzqVbnOv9sLtpkM0Xcfa9NFhRKalNTaPkXTtRGsdyoYIDnHGu92PpeUsd9wHgbxx54lzvx9g++yeMZrk1jpWyVhBT8q5ZIrCiuek8pm+Z5IpzvR/dy6zTOmuwIud11mY/fvoArb6afWIW84PWa01qLo/zHqLDikYXlohQ6ivWDSOADitKTeZw8Cuz3PWV6oeTKPVVtaJgkFBf9X+lH+V19mR9UVHy7sxBe7r3kSKhJ4+xWAwrVqzwel8aqlPBtqDhvwAACQgma/8fSGpJ289oFkQobJAkw/f5o374wj74wj74o9p3qIubg+3OU+Coia20MH0wmAwa1qSwzoU/7gd8gC/gPOypUymkoFS7cPkWvsNhHyAB/iDf9BC3Rl7ySZCC2mfqueXxg1dOfkgL+6MfV+rf7fwIMN6LKYLvXtwuY1y5+WGWCKwoooNnqOMq0Bxw9cPHeNIlBCuCwhXnBj8cRF1zWpIr3HGu+sHz4mbqVFWnODf7wSueRp4nzll+6CUKK6LEuepHgPGOwBqsiL9xvGVLZDGm3eLcMOZt8q0IrCgS5o9zu3hXRYUVleQKd5zr/WDFvF6kqao8ca47lbzXGp4njvp1zpS8yysnP9RzyBPnLD/0EoEV6bdHybtmicKK1DRIqa9YsCwRWBEUhVRfueVdan1Vliuk+srtWicqSt7ljbvXsoSePJ577rn42c9+ho9//ONe709Ddaj1La2IHx833GmXJAnrvrwO1XzVAHaJNVsJeCKJbaQzjvjfaES1YFsQx3znGACAv0kLoM6/7UTrW1ptkyogltikZDM2fn8jfFEfJF2huerKVZDnZAORK7oqio03bUT3k/YwCWpiK5UriEX82HDDBiiykYZo58fSDe53onmeALcsicIf0c7R0ouXouvvakQ0VXZ+8MitkU90xdB51XLDuGo+wdmP5mesT0BEYUUAe1z5Hfxoy1ppbGKwIuu4koKSqx+sIl4EVtS+vhnNl2tPs+zi3ODHYzZTPwVgRbIS445z1Y+uR53BRdyNo+5jpzg3+8EjnsaxpTuG6CptzHLlXf4HQK5+UOJc9aN9pxVeIQIrUuUW53o/whF2QyQEK/qjti2nODf7YZYIrEgJxLnjXO9H4En7/aA0jmW5ghhPnOv86F7tDk7inaqqB5dQ8i6P3Br55vYI2j7ewxXnBj8eIu2Gox+U+qr5hGa0DVuvNaKwIlWU+srns+YuEVhR+3FJxD+6hLu+csq7IrCiUkUi1VfrvrwOHQ/zg4t4Rcm7ySVJz7//1Sah5jGVSuETn/gE7r77bqxfv94wqADgtttu82TnGqKL9ToCX8gHX8j9IbNIYjvpEZ/Ff1aTIpmeULIkSmHTJ+3F7wtIzHMRaA4wkypAbxy/+sciiuXasdslS6YfkrMXvFOHzXcWJR/7HFObRoDvCbAkgXnuKX44iccPu3Fl5wfrVSFewIpYhaqdH5Z9FYIV+SAFjPthF+csP1TVAyuixLk/4mfOdlAlCityinOqeKcO+xj+15N39eJp5ClxrvrB89RXLx4/6o1zIViRaTcoeVcvUVgRJc7d8q4orIgS5+Zrs1misCJq3nUS1xNgie1pPXnXLB4/KHHOutZ4ASsSra8AUViR33J8onlXFFZEqq9CPsdXgomKlHeJ+fa1KKFpqz6fDxdccAF6enowPz+PbDZr+NPQa1O1xFb/YnpRiSQ2J+AFRSJ3xK59tIgw40lSPaKsOa0cIuLn0UZhE4EVeSkRWJFXqgdW5JWosKJCkQ8KQRFlzSkL+uSFjibKLSAGK/JKorAir1QPrMgrUWFF+aL368iOJsot4A2sqB6JwIq8lCisqKFXn4Sy4V133eX4p6HDq7F9Yxj56YiB9jW7Yxb91/cbCFXVUhVDNw9h6OYhJg2qnsQ2fvc4Br4xgNKkBgQpTZYw8I0BjN89bvjdqe1TGNlrfdIjktgU3WFkd2XRf30/ZnfMLn6mVBWM/HQEgzcOOpLI9o3NkBvHrW8Po5AqIT+oASHkrIzBGwe5/DBLBN+dH8yjf2s/prZPGX7u5MfMmP1ibkqjotbQhnGlI8Ay/XCg/KribRzzaSN8Zmr7FPq39nP5wSNHPxQwx5WbH+WStQATgRWpco1znR8scIkorKgia9t1inOzH2ZNpLKkxvG8bXlAVrjjXPUjPWUPyKDCinJFmRTn1VIV4/vHWZtbFG/jWMgaxw8l7/LIrXHMThf44lznhx24w05uflDifHbHrM21ppPUOG55XRDVirZdSt5lxbwIrKg4W+aKc5YfZlEbx7f/LAelqnDHuerH1PCUeXOLIjUqC6feLc7Nfjhd61TxNI7zqSKtvirRbuy6+ZFPl0j1Vf/WfhTzVsK2CKxIFaW+yg/mmXFXgxXx11dffGvYQJWvp74S1cjeEVJ9JZJ3X4s6/C8Ra8hz5eZySD2WgjyrBe/076eR35fHzB+05FnYX0DmmQwyz2RsqY8suSU2papg8v5J5PbkkNmZWfw8szOD3J4cJu+fNAT61P1TKOa8SWyVslaYzDw6g/y+PKa3Ty9+Vk6VkXoshewLWcy/aI9vFrkj9sW3hiGXqpj98+ziz+dfnEf2hSyXH3qJwIp8koTZJ2eR789j6ndacnPzY3ZylrFVOqxIvROtH1eFocLi77D80PvFEuWJYyFbtoyrfH+eyw83uTXy1YrCHFdufuQy/Oh+Hj/c4lzvR2Y6Y/n3orCicl7z0SnOzX6YJQIrQlnhjnPVD7sxLwQrUhRSnBf2F2xfEQPQnjgW5rRGhJp33cTzxLGUr3DFud6P/Dz/K1p4GnlKnE//fpp5rRGBFclFbcxT8i4r5kVgRXKpyhXnLD/0yuaL5MaxJSzBX5W441z1IzNjzTkAHVaUL9U8dYtzsx92ca+K+/Uo8zKpvtL74SaeRr6QLZPqq3x/HtlZ/kaKxw9KfTX75Cwz7kRgRcW8lvNE66t6VMwVSfXV5P2TXDfJX+sSnnOXy+WwY8cODA0NQZaNRdkll1xS9441xK9EWwJd5xkX8i45fwlm/jCDzi0azCa6Nor2d9bACeEY39QMXgpbzwd7kN+bR/L05OLnydOTKAwVEF0fNazP6/mnHjQ938R9fE6JLRDSLRo/txOQgLbN2kL1YFsQXed1oTxTRvOJ9q/ZFcF3A0A4GkDiHdr3NZ/YjNbNrQi2Be396LNuWwRWNBoOovmsFshpGYlTEou/4+ZHR8K6mFwEVlRN1s6nflxF12ggEZYfThQy6lTVYFPAMq4yOzNo4/DDSTxPgH1+iTmu2s5qc/QjnuR72TRvI+8W53o/kl1Jy78XhRWFYtq5dIpzsx+W/ReAFb3uvhASb0hwxbnqR3unFRgDiMGKouEgYjxxvqDo2igCneyxR4UVBWI62jEx7zqJd6pqpDmA9ne2u8a53g8WnI0l3ifAlDhfcv4SNO3gv9Y4Um51667c4lzvByvmRWBF4WgA8S1a7ubKuwet2xah3D5ycQxv+kMQydOTXHGu+tEabLVsVwRWVFmYneEW52Y/Opbag1MoU1VDTQFSfRVdEwX2OW4SAP8T4FhLCMqqIHd9ldmZQaI9wdiSVbyNPKW+ajurDaF7aUtN7PwIN2kxyFVfeaymZBN63tKz+P9cebdy5K95FGoen332WZx77rnIZrOYnZ3FkiVLMD5ee1S7cuXKRvN4mNWxvAPVs43TJOKb4pb3LEl+CT0X1oJA6nUf3JSpLe1ntgNnGj8LJAJYfqn13XItp7agK+1MXlTlmth0uxRdHcXKy1cafyxJ6Ppb9+8SxXc3tYcR7tL+3xf2Lb4DSC+DH4zmUQxWBIS7wljxUetrc5z8SPRaLyqisCLAOK70Yvphs5BcBFakhIzvrGw5tQUtpxqLMjs/7MQ9dVgCc1y5+eHvdV+/QXkC7Bbnhn1zeNpilpsfemiMU5yb/TBLBFbkD/mw8mN8ca76Ee9lx7cYrEjii3N13/wS2nuszasIrEgJGhsxSt61E2WNYygeRMeFRoKnW9719bpPcKJMHabEeXxTHF0H+a41bo28vkCn5F0nUBRLdn40tYcRXa01iVx5l9E8ilBuu+M++PwSd5yrfrT2WptHUVgR4B7nZtk1UFRYkRIOG+BDlLxrJ0p9FYwFsPxS47ti3fJusNd9zTTlCTClvgp3hdG1ki/uAGc//LpX/VDyrldasnIJpFON3rjm3d5DsiuvKglNW73qqqvwwQ9+EKlU7QXHY2NjGBwcxBlnnNFoHI8QHY7F2246mhbTN2BFDVgR0IAV6dWAFdWk9yPCeE9qPWrAimo6mmBFNcotrXH0Ug1YUQNWpNfhghU15K2EInLnzp24+uqrAdTuPJRKJaxatQo/+clP8B//8R+e7mBD/FIUBbn+HCo547oyOSMjv59/3QklsZUKFSgV4wW9OFFEccI4312pKMj15bgXklMSW35/HnLGWNRUchXk+nOWYqMwUoBc5i+AeBNbeaaMwohxnYOdHyyAhAisqGo679VSFbm+HJcfZonAiqoVhTmuHP1grAUQhRWFgn7bcWXnRyHHXotChhWZLuaFkQLKM8bP7PywE6VRKRcr3HHO8sNOlMaREuflmTJpnTWvH05xbvaDJRFYUaVsPDbRvCsCKwoG/KQ4X/SDAUgTgRXpbxhR8q6dyLCivNFTSt61E2nNKSHOefKuXryNIyXOKxXrOfCCckvJu2aJwIqUqsId5255VwRWFA4GyHHOAtYAYrAi/V22w11fyaUKqb7iybuqDkV9JWdk23Nfj0h59yhY8yjUPKbTabS11eY9d3Z2YmSkNu2op6cHExP2721q6NBqevs0BrYOYPDGwcXPlKqCvdftRf+X+pF+WlvTZwdwoCa21FgWY9u09xYVJ4rYe81e7L1mryGgxraNYeBrAxi+ddj1OEiL6XMy+r/Uj71f2mtYND544yAGtg4YFnfn+nLY+8W9GN7jvg8Af2KrzFfQ9/k+7P3iXuT6NDiCnR/DfXzfDzj7kR7LoTKvJc7hW4cx8LUBLj/MEoEVZSbylnGVfjrt6EdmygpQEIUVAexx5eTHwb3WeVwisKJKXrtIq+Oq7/N9rn6wyIsAHVY0MzbPFecGP1wuaJTGsSJXueNc9YN33Ls2jrrDcIpzsx8UOfmRmchzxTnLD71EYUWUOFf9mDwwadm+CKwouvDk0y3O9X7Y3bARgRUVMlr8UPKunSiNo1yscMe53g+7mNeLt3HkinOdH2P77N8paJZb46gnLFPyrlkisKK5qQJ3nLP80EsEVgSJFufpp9MY6bNOxxeFFcUWrs+U+op14wCgw4pmRudJ9RVv3uWtr5SqQqqv9l63l3nu6xUl786Meg/uebWp7rkAZ5xxBq699lrs2LEDn/nMZ7Bp0yYv9qshL8U580UksXFvnFPUxFZ0oXeK6lBOpeB9geyrfeqwV3sjgu/2UiKwonDIuyk+IrAisJ7s1GEIdapq+RDF3eGYquomz6aquuy6KKzIKy1pjZMax1+eH/U03YvAirycPkiFFR2qaw15quohCIlDPVWVR4dr6rAIrMhRBD9EYUWSR9OXRWBF1UMwVZxyPS/LxCUiRz6r5lUhoQUUX/jCFxb//s1vfhPvfe978aY3vQmrVq1qvOfxFVT7Oe2IbYgh3K0Fo+STsP769Sinyoiu0oqVphYrgU4ksfl7mpB4nwZQCHeFsf4b6xf/rqr7fd1oeUMLIisjlu2pEklsUjCOddevQ7A1aAAarL56NYpjRQOFLrYhhvVfXY+lzy613S5ATWwVxJr82PD1DajkK4gs047Pzo9lG9wBLjyNY0t3DP4m7Rwtv3Q5Cu8qGI7Zzg8euTXyzV1RJC9ZYhhXLW9oQej6kK0fiX4rwEAUVgSwx5XfwY9kMWnZvhCs6GGtmFfHlT/qd/UjGLIWREKwomNa0PwRDaBgF+cGP/7iHayorES441z1o/MJZxIeBVakyinOzX7wiKdxTHRFEduggWu48i4BoODmByXOVT86+63nXgRWpMotzvX7Fomxc74IrOhdO/ji3OyHWSKwoqqPP871fgSftd82pVGRK1W+ONf50b2mm7Upg3gbRz24hJJ3eeTWODZ3RJC4qJMrzg1+PELaDUc/KPVVyxta0DJqbVJFYUWqKPWV32/NXSKwos7jEmj+1y7u+sot71JhRUVZItVX669fj/Y/sOna9YiSd9t67AnjR4qEmsevfvWri39fv349/vrXv6JQKCASoSWMhryVJEmIrbVi0QOJAAIJd6tFEtub/+SHZCryWE2K5JcQW++MbBelsOmTtip/zM88F5FlEQRetD8X1MRWKEloQQ1ZHYSJzmfjhxt9j/eJo8903n0hH/McU5tGgO8JsM8vMc+9kx9SP+22oJsfduPKzg8WcbQGK7Kf3sX0w3QYrGLJzg+zRGBFFz4XgD9m/H27OGf5oUoUVrT85DgpzoNtQYQi9tsWhRU5xTlVvE8c/UFjcV1v3tWLp5GnxLnqh2+ftSGoF1ZEybss1WBF9i+RZ/khmQ6Dknf16huewkNEWNHy/xsgxblb3qXDinxIgBbnrAZCL1FYESXvuonniaPkY3taT941y80PapyzrjU1WJH90i4eP0TrK0AMVvSJfuvxiebd4ck0vvcYDVa09KQYKc4DiQCJLM4rUt49Ch5/ejY3odE4vvZ1tFPYqI3jK01hqxJeAE7R0UZhE4EVeSkRWJFXqgdW5JXIsKKS98RPylTVQwT8PKyUWycdrqnDIrAiryQKK/JK9cKKvBAZVnQISLtHE+UW8AZWVI9EYEVeShRW1NCrT0Kjs1qt4uabb8bJJ5+Mlhbt0fxnP/tZDA/zw0Aa8kZTw1OY+O2E4c5gdlcWQzcPIT+oUcCUioLRO0cxeucoE55RT2Kbfngaw7cOG6hcckbG8K3DmH5k2vC76afSGB8at3yHUGLTHUZ+MI+hm4eQ3ZXVjllRMPGbCYzcPoJq0X7uvAi++7JTgijPVQwLpavFKkZuH+HywywRfHdxoogDPzyA9FNGKIeTH5lpK7RGFalRWTg8w7jSkciYfnBSyHgax2LWCKJIP5XGgR8e4PKDR45+KGCOKzc/WKRdEViRKtc41/nBItCJwor0pF+nODf7YZYIrAiywh3nqh/ZdJa1SQB0WFG+WCbFuVJRMD06zdrcongbx1LOWMBT8i6P3BrHXLrIF+d6PxikVye5+UGJ8+yuLMb3W681IrAiPTCEkndZMS8CK6pkZa44Z/lhFrVxPPNnOVQrVe44V/1ITaRst0tqVNRrjUucm/1wutap4mkcC5kSrb7iJGyrcvOjmC2T6qsDPzzABDWJwIpUUeqr4kSRWeOJwIr0M03qqa9ENT40TqqvRPLua1FCzeNNN92EG2+8Ef/6r/+KTEYLzo0bN2Lr1q2e7VxDfMrMZDDx3xOQU9pAHr97HJlnMpi8X6Ps5QfymP79NKZ/P41ijh9l7JbYlKqC0f8cxeyTs5h9cnbxc/X/R38xarjwjv7XKOZnrbRXkcQml7QL8+R9k8g8k8H4PVrSKs+UMfHrCaT+kMLcs3O22xe5I3bLlghKeRkzD2tkrbln55D6Q4rLD72EYEWShJmHZpB+Ko3RO0YXf+7mx9RB9lQxKqxIfQKkH1f5fVryZvlR4YBO8D5xzKVLlnGVfirN5Yeb3Br5akVhjis3P7Kz9gWdWTx+uMW53o/ZiVnLvxeFFembGKc4N/thlgisCCWFO85VP6YPsi/oIrCiqqKQ4jw/kEd6kk1cBWhPHHNp7XUn1LzrJp4njoU5mSvO9X7k5uzJm2bxNPKUOB+/e5xJFheBFZULWu6i5F1WzIvAikr5Clecs/zQS4Rymy4q8Fck7jhX/UiNsZtHOqyo5qlbnJv9sLvWqeJ94pjLlEn1ld4PN/E08rl0iVRfpZ9KczXOqnj8oNRXMw/NMGs8EVhRcV5rgkXrq3o0PztPqq9Gf8F+OHOkSah5/NGPfoRt27bhYx/7mOHzs88+G7/+9a892bGG+BVrjqH1ba0IJLUnGO3vbEd0bRRtm7WFu5FVESRen0Di9QnH9Ud68SQ2ySehc0snYsfEkDhFA6IkTkkgdkwMnVs6DYutO7Z02EIUWHJKbH7d9Lm2t7chujaK9nO0xdLB1iBa39aK+PFxNB1nhQSpErkj5pMkBEI+JN+UXPydpuOaED8+zuWHXiKwolg4gOTpSUTXR9Hxno7F33HzI9mZtGxXBFak3hHUjyv9gn2WH36X6Y6UqaqBqN8yrqLro1x+OInnCbDPLzHHlZsfsQTfWhzeRt4tzvV+JNq9gxUFo9r+OMW52Q+zWuMRUuP44D/FEG4Kcse56gdrzANisKJoKECK88iqCBNQBtCnqvp1552ad53EO1U1FPVzxbnej2iTfaOmF+8TYEqct7+zHeEY/5R3Jz8CYW1/KHmXFfM1WBF/4xjy1641PHHO8kMvEcrtoxfHEI4FuONc9SPRZs05IrCi0sLTW7c4N/thF/cAbapqMOon1VdOYEC9eJ8AR+JBUn0VXR9FPOmc21XxNvKU+ip5epJU4wH2foSj2v6I1lf1KBKLkOqrzi2dR8WaR6HJxPv378cJJ5wAAAaEcCwWMzyJbOjwqHtNN3xnG5NO8rQkkqclDZ/5Qj6svGJl7e+97vcNKFNblpy/xPJZqDOEtdestXzecU4Hunq7XL8fcE9seoBCfFMc8U1x088lLPtnd7qpKL470RVFdLVWHAXiAay+erXl3xv8sL5qUBBWJCG6Oop1X1xn+V0nP9p6rQlWFFYEGMeVXkw/HJIqdc0pIsbf6TinAx3ndBg+s/PDTtxThyUwx5WbH8Fe9zUklCfAbnFu2Lc4XxGvyskPPXnRKc7NfpglAisKRvxYd5XxHNvFuepHSy87vsVgRT6+OF+QL+RD1yprvhOBFSFkLMgoeddOlDWO0WQIXVcYCZ5uedff675WkDJ1mBLnydOS6Jrju9a4NfJ6QBkl77IIyyKwokRXFDHdeebKuwzKrwjl9nXtfvgDPu44V/3o6LXGvyisCHCPc7PautnNBBVWJEXDhgaNknftRKmvIokg2i9fbvjMLe+Ge91vmlCeAFPqq+jqKLrW88Ud4OyHP6SdF0re9UpL1y9F4Gxjq+Sadwl07deqhJ48rl69Gjt37gRgbB7vuecebNy40Zs9a+gV1dH03ic3HY7F9A1YUQNWBDRgRXo1YEWaVD+8hkc0YEU1HU2wohrlltY4eqkGrKgBK9LrcMGKGvJWQhFx1VVX4aKLLlp8p+Njjz2Ga665Bp/4xCdw1VVXebqDDdFUTpWhyMYrbLVUhZzmTz6UxFYpVy0gksp8BZV549o2RVFQmi5xr8GhJDY5LaNaMkIZFFlBOWVdMC7PySSAA29iqxQqkOes55jph2L9fhFYkflcKtWFc8zhh1kisCJFAXNcUfwAxGFF4WDAdlzZ+SHL7DgQgRUZtjsno1IwjXkbP+xEaVSqcpU7zll+OIm3caTEeaVQYYJD7MTrh1Ocm/1gSQRWVGXAMETyrgisKBT0k+J80Q/GGhwRWJE+/1HjnCURWJFelLxrJ0rjSIlznryrF2/jSIlzVu7xgnJLzbt6icCKoIA7zt3yrgisKBqq5QlKnNtda0RgRfq7Joe7vqpWFFJ9xZN3VR2S+qpUtT339YiUdxtrHtm67LLL8KlPfQpXXnklqtUqNm/ejNtuuw3f/va3cdFFF3m9jw1xKvWnFPZ8ag/237R/8TNFUdD/5X7s/uRuzD2vLWi2gxhQE9vUSBaT92qLlMszZez59B7s+fQelGe05DL520m8/OmXcfBnjDmbJlESWzlfwe5P7kb/l/sNQb3/pv3Y86k9SP1JW7Cf35/H7it348CeA677ANASW9/n+rD7yt3I79cWytv5cbDP/RyocvIjPZ43JOqDPzuIlz/9MpcfZonAijITOcu4mnt+ztGPuZQVWiQKK4LEHldOfgy9OGTZrgisSNadd3Vc9X2uz9UPucy+qFFhRVMjWa44N/jBcUHjbRyrFYU7zlU/hl6ynnuWXBtH3WE4xbnZD4qc/EiP5bjinOWHXqKwIkqcq35MD1uBQSKwomi4Fvtuca73o1hgw9lEYEV5HTCIknftRGkcK6Uqd5zr/bCLeb14G0euONf5MTZoPyXcLLfGUX/ThJJ3zRKBFc1NF7jjnOWHXiKwIki0OJ97fo55rRGFFalxR6mv7G6SU2FF08NzpPqKN+/y1ldKVSHVV/1f7mee+3pFybuz47Oef/+rTcJzYD7+8Y/jiiuuwPDwMKrVKlasWAGf7/BPbTyS9IH/7xxkp4axprvNcU1Eai6PPcNTaI1HsGF5B4bGhhFBYnHwGpoEBSjP1v5fnnXGh4skNviChu+r5CuLyOZKvrL4Ylf1LlV52vmuNDWxFRZw1OXZcq2oXDhvrHNRyVaAau2pjZsoUymUslK7K1Zd+A7Y7wMUPuIowEe51d91U88tjx+8cvJDxZHrx5X6dzs/ZMa0txqsyJ5GCdj7wRpXTn6wjl8EVpTS5Tp1XMlzsqsf1Yp17InAiqqKHxWOODf44SLKVNVyiT/OVT94mlfqVFWnODf7wSueRp4nzll+6CUKK6LEueoHq4FpjUfwy7NpsKKTHoHhmHjyrl2+FYEVhXq0uCPlXYaoU1WLJZk7zvV+sGJeL9JUVZ441/nBe63heeKof6pFybu8cvJDPYc8cW7wg4E7qMGKRmz3w84PSpzLs7LNtUYMVvTup2r7QKmvWE8hRWBFFcVHqq948i6lvpLlKqm+Ks+WAQYr6guXX4T8xMDi/+eLMl7cPw6/z4fjVnfZPpEfGj1Qq68JeZc37l7LqmsBhSRJWLFihVf7ctQrOzWM/37HsHtie2ghsZ0dRcg/hnsPRAAk0LmlE+FlYcTWanQ3ySdh3XXrUBwtovnE5sXP44zCRSSxtayMIXlhz+LPIssiWPv5tYt/V9VzYQ/ixzkTT0USG4IxrPzkSoR7jAvaV1+9GrmBHBInaTSs+KY4Vl+9GksHltpuFyAmtkoVseYA1l23DpVsxbCg3M6PnvU9rE0ZxPMEONEZRSCuhfDyjyzH/IvzBp/t/OCRWyPf3BlF/B/aDd+XfHMS/rjf1o/kTNLyPaKwIoA9rgIOfsT/xzruhWBFf9SKeXVc+eN+Vz9YlGMRWFH7MXEkLtEW7dvFucGP572DFZUUiTvOVT+6/p8zQIECK1LlFOdmP3jE0zjG2yNccW7w42HSbjj6QYlz1Y/O6U7Ld4jAilS5xbneDztQkwis6IK/asfmFOdmP8wSgRVVfBHuONf7ERq03zalcaxUqnxxrvOje003a1MG8U5V9Qe1axAl7/LIrZFv7ogi9jetXHFu8OOP1u8SgRUBnHG+oOSbk4hPWM+BKKxIFaW+8jOaIRFY0ZLjklh21Uru+sot71JhRUXZR6qv1l23Dm1PWEFJ+YkBfHfT8wBY9ZX9K13+Z38YQIKUd9uWek99fbVJuHl8/PHH8cQTTyCVsr7H54Ybbqhrp45Wid4RUyUFJLS83lqIh7vDCHcbCxAW9VIksb37qSB8YePvxzZYL9q+sA8tpzo3CaIUtsTJVhx4sC2Iljbr98U3xRE+aF8cUxNboehDAkB0lbVAsvMjFHYuVHinDuspZECNRMY6xyw/3MTzBNgf9CFmOveST3L0Q+qlLYZ388NuXNn5wXplQg1WNGG7D0w/TIfBKpbs/DBLBFb0if4Qgm1GT5hxrvfjefa2RWBFS0+KkeI8uiqK6Mv209VEYUVOcU4V79ThYMT4OSXv8sjND0qcq36wiKf1wIrc4pxHNViR/TtAWX74njPuByXv6rVvbAa/JcKKlp9spU0CHH4MsrcrAitqBkec6/fNBbAkCiui5F038TwB9vklxBme1pN3zfK0vvJJaEpYrzU1WJF9o8Ljh2h9BYjBir42FrIcn2jenUhlccnDNFhR+/FRUpyHu8PMc69KBFbUBGLePQpmYQod4datW7F582b86le/wjPPPGP505CYRO+IeaWjncJGbRxfaQobL4iFqqONwiYCK/JSIrAir1QPrMgr1Qsr8kIkquohZCEcLsqtkw4H5RYQgxV5JVFYkVeqF1bkheqFFXmho4lyC3gDK6pHQrAiD1UPrMgL1QsrakiTUCX0gx/8AA8++CCeeeYZPPTQQ5Y/DXkrt8SWz5QMC5cBID+Yx+gdoyhOaLACRVEw9fspTP1+irn+qJ7EltmZwdjdY6jktbnelXwFY3ePIbPT+O7P7EtZTI9aAQ6iFDZVxYkiRu8YRX7QuFg/9acUJn4z4TgPXwTf/Z4NASj5ioG0psgKJn4zweWHWSJ3xOS0jNG7RpF9KWv4uZMf8+l52+2SGpWF02kYV7pEa+cHj3gax1LeuI4r+1IWo3eNcvnBIzc/WOPK1Y+qdS2ECKxIlWuc6/wol6zFnyisSL9dpzg3+2GWCKxIqSjcca76kc/aj0EqrChfkklxrigK0lPOa3oBvsaxXDSOH0re5ZFb41iYK3PH+aIfxOLLzQ9KnOcH85g+aL3WCMGKdIdByruMmBeBFSmFKlec8+RdauP4rv/KoVKpcse56gcLkKZKtFGh5F2na50qnsaxOG/MYZS8yyM3P0p5mVRfjd41yiSOisCKVFHqKzktM2s8EViRfqZJPfWVKKwIBYVUX4nk3deihJrHQqGA0047zet9aYghnsSWz5Qx8pMRAzr54C8OYnr7NCbu0abj5QfyGLtzDGN3jqGUL1m2Yye3xKZUFQzdMoSp+6YMQZ36UwpT901h6JYhw+Lt4VuHkZ60FlMiiU3WLUyeuHsC09uncfA/NeJYOVU7NxO/nkDmf+2DWuSO2C/Pj6KQlTH1gDYNJfPXDCZ+PcHlh15CsCJFweQDk5h+cBrDtw4v/tzNj4kh9j5QYUXFBQiHflzl92kXFpYfPAht3ieO8zNFy7iafnCayw83uTWO1YrCHFdufmRnjBchJ/H44Rbnej9mxqxTBGuwIlrj6JMkFHOaj05xbvbDLBFYEYoKd5yrfkweYJMXRWBFlUqVFOf5AXYDoxfvE8fcjK5YJeZdN/E8ccylS1xxrvcjl2GTvVniaeQpcX7wFweZjbsIrKhU0MY8Je+yYr41HiE1jg/+UwzFrMwV5yw/9BKh3L4wUYG/Au44V/2wiztq41hauM67xbnZD7trnSreJ47zqSKpvtL74SaeRn5+pkiqr6YfnGbWWHbi8YNSX00+MMn8/trSLP76KuSXUMhq5120vgLEYUXFeZlUXw3dMtR4VYedtmzZgm3btnm9Lw2ZxJvY/EEJ8ePjCDRrj/db3tiCQDKAxCnaOohwTxjRtVFE10YR4JwKwJPYJJ+E5GlJBDuCiB+rXZTjx8YR7AgieVrSsNg6eXrSdS2GXk6JzR/QhnDi9QkEksZ56YHmAOLHxxFe6gxQELkjFvJL8PslxE/Ujjm6Norw0jCXH3qJJLZoOIjmE5sRaA0geXpy8Xfc/GhKWtcDiMCKSgvEXv240q+NYPnh9ztPxaFMVfWHfdZx1Rrg8sNJPE+AfT6JOa7c/IjE+aBFvI28W5zr/WCt9xSFFQVDmo+OcW7yw6xYOEhqHB+5OIZQNMAd56ofLEAYIAYrioQDpDgP94QRjtk3hJSpqvr15dS86yTeqaqBkI8rzvV+OB27XrxPgClx3vLGFviJ003t/Ajoxjwl77JivgYroq059fklrjhn+aGXCOW294NNCEeC3HGu+hFrtl5zRWBF6o1Ktzg3+8G61qmiTFUNhHyk+op3rTPvE+BQNECrr1oDzHPPEm8jT6mvmk9sZtZ4Ikuz9GvMResrQBxW5PdLpPoqeVqSyRQ50iQ0mfi73/0ujj/+eGzbtg3r1q2DZBoRN998syc7dzSLktjiHRH0fNxIVes4pwMd53QYPvPH/Fh33bra3xkABbMoU1uWX7rc8llkRQTH3HiM5fPu93ajq9eZvKjKLbHpk2bLqS2WC6YUkLD66tWu3yMKK2rpiSGmSyCh9hA2fH2D5d8b/Oi1bl8MViQhdmwcG7+30fK7Tn6wzr0orAgwjiu9mH44XD2oa059pqK0+73d6H6vMQ7s/LAT99RhCcxxFXfxI9zrXlRQngC7xblh31poEBknP/SwJqc4N/thlgisKBQLYONNxnNsF+eqH229bPqdGKzIxxfnC/LH/LaEZSqsCBETeZWQd+1EWeMY74ig+4olhs/c8m6g173MoEwdpsR5xzkd6JL4rjWAsx8+3TXYLc71CkesvorAipI9McT0N+J48i7jWiNCuT11mR/+53zcca76wbrWiMKKAPc4N6trBdt7KqzI1xyEFNB+h5J37USpr2KtYXR+0fhmA7e8G+11hxdRngBT6qv4sXF0DfPHnZMfwbB2Xih51yxRWFFLTwyx9xqPxTXvMuLuSJPQk8drr70W2WwWhUIBIyMjGB4eNvxpqD6JUNi81uFYvO2mw7mYvgErasCKGrAiTQ1YUU2vNliR07p0ETVgRZqOFlhRjXJLaxy9VANW1IAV6XW0wIqONAk9efzlL3+Jhx9+GGeccYbX+3PUi9o4nv2LecSOaV38TKkqlqlKiqIACrinMJHw3Yw1Nepnlv1g7JudKIlNqSqAZH2qxTwXVYU0H53XD7tzzNwHr2BFjMOwO2bA2f8arGjW9ucsP772O4fvs/GDJRF893s2BPDcwtRrypi3814U3204Ns4xaCdKo8LqXZ3GIGUWDW/jSIlzRaHFHamRJ4xBs4RgRbxx55J3RWBF230OY97BD5ay+SLOvpcGK8KapHG7dY55EViRfjIeJe86ibdxpF5rKOJtHN3i3G3Me0W5Fa01arAi5/V4Zj9++gD9WmO3DyKwotFwkHzMdvlOBFZUTWrvFjzc9RWU2jFyj3mOMajqkNRXxGsNtd4Vqa+ORAndym1qasKJJ57o9b4c9RK5I3Z8lx/RhcSW2ZnBrkt2GRf3Kgr23bAPL172InJ9GrigkCswt0tNbJMH5jD9iAaDkDMy9ly1B3s+vQdyRnsiOv3wNHZ9eBfG7x53PQ+UxCYXK3jxshex74Z9hqdBw7cOY9cluwzkq+JYES9d8RJGXrafnqoXb2KrlqrY+4W9eOmKl1Ac04AWdn6MDoxyfT/g7Ed6Iodqqbr4/+N3j2PXh3dx+WGWCKxobipvGVe5vpyjHyz6nSisCBJ7XDn5Mfj8oGW7IrAiWQfPUMfV3i/sdfWjIlvJiwAdVjR1YI4rzg1+cFxQeRvHakXhjnPVj6FdQ67fD3A0jrrDcIpzsx8UOfkxOzrPFecsP/QSgRVBosW56gcLliQCK4otNB5uca73o1Rkw9lEYEW5tHbeKXnXSbyNY6Vc5Y5zvR92Ma8XpXF0jXOdHxMHnIExerk1jtWKtl1K3jVLBFY0P1PkjnOWH3qJwIokiRbnub4cBl8YtGxXFFakvq6CUl9VFXbuoz5xnBqeI9VXvHmXv3EEqb7ad8M+5rlniVLvUvJuZvrIJ64KNY+bN2/Gz3/+c092YHBwEF/60pfwkY98BLfccgsKBXZTo6pSqeCee+7Bpz/9aXz2s5/Fvffe68l+vBokckdMTWwAkNuXA6rA/Mu6Al2pUcCUsoL8AY0AxqKtiiQ2RVGQ36ttt5wqQ56VIadkAw0r358HFGC+zxmdTU1shbxcO7aBvKGonH95HqgunJMFFUeLqOaqKBXcSbOUJ8DVfBXFg7VtF0e15GbnRzFnf2HVyy2xVcoKqnktSc/3zdf8/v+3d97hUVTrH//ObN+0TU9IIIEQaSIdRCyI0pWiKCB2EHvD7lXvRa+9oD9FxHsVu6hYQLFhQxQU5QLSS4AQSnrdZNvsnN8fk92d2ZnZnRlC9Xyeh0czmUx7z/vO+84553s02EMrsezB+XlZu/KUeWLaw+eR37tRsSJAuV3FsofScFMjYkVmUegMtSvfAV9ce3ABeQFvRKwoyPOa/FxijzjoGaoa8Ac1+3nIHsFg/CRa71DVWH4ebQ+txCvkeR6a/FzJHmKMihXp8fOQPbzN8veqEbGiUI9CPD8X2yOgMuTOiFiRiUSuVVfcVUHPUFWfj9Ps52J7KPm8GF1DVbX4ucgeSnZXQkuPIxEVj3rirh7U7MH5g5r9XMkeYoyIFQH6/NxT5lHseTYqVhQa3q8nv+KD8thnRKyI43hd+ZWWuKsnvwpyQV35lWeX8rOPRu9QVT1xV61z5kTC0LBVv9+Pm266CR9++CE6d+4s66L+73//q+k4GzduxJAhQzBixAiceuqpeOWVV/D2229jxYoVsFjkCRTP8+jRowd69uyJwYMHo6WlBTNmzMC5556Ld99918itHFOkJtrxwXB9haP4RZM5NhPmZLNEAYphGXS8uyM8ZR6knhkZ3pqUloRojAS2pMJEuKZEJss7Chxof2P78P+HyJmSA3sHe0w1LCOBjVjsyL08F472DsmwgYJbC+De4kbqGaJ77pWEvOl5yKmKLeKhK7AFeZhTzCi4owBcPYekXpHnqmaP3E7K4hlitAS2pAw7zCkRF86fkY/GNY0SZTA1e2ghXiGflGGH/ZxkSbsK/b+aPVKIPGE2KlYEKLerWPZwfiZXoDMiVjTqt8izCLUrs8sc1x42hWGSRsSKsrqkIOnSzPDv1PxcYo896u1Y75zTAGE1+3nIHplbMmXHEqNHrChELD+PtocWtPQAJ6TaNPm5xB4/6rqMmPbQ4+che2QG5c/eiFhRiHh+LraHM1lZ9dGIWNGN2yLKpXrirhJ6xYqCrE2zn4vtYatXP7aewpFvHTIX189F9sguzJYdJxqtQ1XFIll64q5WYtkjMc0Oy+mJmvxcYo/f5ecxIlYE6MuvUs9MhbNS3u6NihXhL+F3evIrs1ke+4yIFWWdlIKcmXma86t4cVfv1Cwvx+rKrzre3RFpa5QF0kLoGqraWofqibvpuekxz38iYKh4tFqtmDx5MgCguTn+1z017rnnHgwcOBAfffQRAODSSy9FQUEB3nrrLUyfPl22P8MwWLp0KYqKIopWZ5xxBoYOHYo777wTffr0MXwtxwLCF7Fy1d/He9GYHCZFxSlnsRPOYmkgUxqTbiSwTf3LBnOytBmlDJAXCOZkMzJGxVbDMqrC5homd1R7ezvs7aUS6QzLIPWMVDiXqUtYGxErSgKQ1FP+slSzh90Ze7kGrYFNLGENANZMq+IzVrJHPLT0AJttJiRHPXvWzCI9hj2UVH4PRaxIrV2p2SMlQ/4sjKiwiV+koXYVjZo9ojEiVvRouU3WvpX8XGKPPcrHNiJWlH6yQ5efJ/VMQlK5ekJpVKwolp/rRevQYVuCWWJ/PXFXC/HsocfPQ/awLJPfy6GIFcXzczFqsvWCWFGd4u8AZXvcUiK9Dj1xV8y+qgbMWa5PrKhdb6cuPw/bQ0V50YhYUSI0+LkIJaVXMUbFivTEXS3EK+RNVlZm00ONu9G0ZX7Fmlkkp8s/lAtiRfIh5CG02MNofgUYEyta0GyT3Z/RuFvX5MEF3+nX9NDj585iJ5L3qHdSGBErSoC+uGtqY2GzYxFDxePChQsP+cR+vx/Lli3Dyy+/HN6WnZ2NYcOG4fPPP1ctHsWFIwB07twZAFBVpbwY7fGE0S9ibYWhwPZX253fWGBrOyc9VLGitsDIF7G2hqqwRTgSKmyGxIq+aptzH6pYUVtwqGJFbYEuVdXDqPh5pFRuY3EkVG4Bg2JFbcShiBW1BYcqVtQWHKpYUVvxd1G5BdpOrMgoRsWK2opDEStqCw5VrIgS4fC8FTSwd+9eBAIBFBYWSrYXFhaipKRE83Hmz5+PxMREDBw4UHUfn8+HxsZGyb/jiXiBzdfMoWlDk2Sbv8qP6q+rZSIpDX80oOEP5eBxKIGtZUcLan6oAc9FxrrzHI+aH2pkghHeMi8aquXXIAQ27YVj9IuGa+RQ/XU1/FXSOY1NG5pQt6Iu5jh4o2JFbAAIeiJzuQhPULeiTrM9xBj5Ihb0BFH9bTW8ZdIx9rHsEWs8vtHCUaldqdlDC1oKR84nnUPnLfOi+ttqTfbQQjx7KLWrePZQmnNpRKwohB4/VxLuMCxWJL7GGH4ebY9ojIgV8UFes5+H7OHzqs/B0itW5Atwuv1cSSgqGi2FYzBKiEJP3NVCvMLR38Jp9vOwPXRW2/HsocfP/VV+xXeNIbEiEXrirvI8a/1iRWyAaPJzLXFXb+E4eZEHHBfU7Oche7Q0xW6DRgpHPXFXy9wzLYVjwCuNYUbyq1jEswfnC+rKr6q/rUaQl8ddI2JF4WvQkV8FPUFFvzMiViT+Sn4o+ZVRsSI2QHTlV0bi7vFI231K04nHI0w6TUiQfkNOSkoK/y4en3/+OR577DG8/vrrcLlcqvs9/vjjmD17tuFrPZpoCWzNdT7UP1uLri90DY813/fffWjZ1gLvXm94QVNPqQdlc8sAAB0u6KD5GuIFNsIT7H5qN0hAcPLQ8Jm6n+tw8K2DYCwMus/vHh7qVfpCKfJy82TnMRLYxMlU+cJy1K+sR+PaRnS6rxMAgGvgUPpsKQDAlGhCch/l4QxGxYo6vOWHf2kVciYJ8yib1jdh/2vC/D01e7Tr2E52XCOBjXcloWppFaq/qIYlwxJeoDaePey9lIfN6i0c/YEgnJC2K+tsa3jsv6I9uPhrkmrtcWyq9iJJJJ1d+kIpAtUBcI2cqj20Eq9w5INEsV3Fs0feKHm7V0OLPeL5udgeNQfl6oPZqYmYe45+sSJfcyDcCxHLz6PtEY0RsSJ4CcoXlmvy85A9EvspxxYjYkV+jtXk52J7uEvdqscFtPc4umu9CH0H1xt346Glx9Fd60P93Nr4fi6yR/758gW11dBSyGvxc7E9sqzyxcqNiBWJCwg9cbepVv7hymmz4GOdYkXd3g/As7A8rp+L7ZHfX/7sjajcfrmDQ2oxNPt5yB6Wnur+pKdwDLR++Irn59H2iKdsrrXHsanai4QGTnN+ZZ2tfbSOlkK+qdqLureE+K0lvwpUB5BzTmxth2ji2UNPflW1tAqJB+Qx18jULG9TIDzSRE/cjcaoWNHILznUvFCqOb9iLAwKLi5QPf6JwlHreUxOFhpZfX29ZHttbS1SUuLP0Vq2bBkuvvhiPPnkk7j88stj7nvfffehoaEh/K+srMzwdR9JtAY2lgVs7WxgHRFzJhQnAAzg6BzpJbCkWmBONQv/LNq+G2j6QskAjk4OMBYGjvaR8znat27r5JCIXCSclKB5HaAQaoGNERUWjs7CeRKKIx8kWAcrPBsnC1uu+gvKyBexJBsDhgGcHSODeWy5refSYA8xRgKbw2oWzs0KzzTyUGLbw+aUPwcjYkW+VhVBcbuypEaSBUV7xJhnBegbqspaGFm7AqvNHrHQ0gPMsIxiu4pnD6tDW1KhtZCP5+dieyjNtRXEivQVjgBgskSeZSw/j7ZHNEbEiqw2k2Y/D9nDnqD8wWTHvmpdheP8NQHYrWZdfm5JtcSMt3qGqjJm0e90xt1YaB2qajIx2vxcZA+LxmFnWnuA9fh5yB56ULMHK3r2euKuks8LYkXaC8ecRBaMRj9XsocYIyq3n1zsgM1m1uznIXtY7cpxS69YkdcvvGvi+Xm0PZTedSH0DFVlzYyu/Epsj1ho7QE2W1ld+RVYZXE2NbTYQ09+5ezoVMzxjEzNEgs1Gc2vAONiRQyjL79ydNInTHi8ctR6Htu3b4+UlBRs2rQJo0ePDm/fuHEjTj755Jh/+91332H8+PF4+OGHcccdd8Q9l81mg812dMbSG0VPYEvKdiL3piyJs2ZPykbWBVmSr87mZDO6PCt8PTF9H388vdbAxjAMOt7bUbaIq7PYie7zu8sWjc2fmY/MZbGVF8XECmysqLhIH5aOtKFpkmtgrSw6P9o57sLFRsWKUtslwClSOLPl2NDtpW6ye5bYQ0FAwZhYEQtnv2T0+G8PqYBLHHtkfS//Em9UrAiQtivx+RTtwagXCXrnnJoSzbJ2lTdDqgqnZg81tA4dZhgotqvkOPawfx9bLAnQ1wMcz88l16Yg4GBUrMhsizyXWH4ebY9ojIgV2RIt6PFaD01+HrKHUpsHjIoVmbT5eSvmZDNyuykrLOsVK2JFybDeuKuGnjmOSdkO5MwuiO/nIntYv4//wUTP0GE9fp49KVvXuyaWPcQfTOL5uXi70kcbI2JFqe0S4BSJ4miKuwrvGiMqt2NPssBcYtLs5yF7KPmdUbEiIL6fR9tDTdlcr1iROcUCVlTE6Im7augZOpyYYUfWgx0051d5M/KQ8L22meFaC3k9+VVyv2Rk1mr3u1j2sDoiZYqeuBuNUbGi1HYJcM6MtGNNcfc7nV+sjkOOWs8jy7KYPHkyXn/9dbjdwpCe33//Hb///jsuueSS8H4LFizAAw88EP75hx9+wLhx4zB79mzcddddR/y6jwR6A5vXH1BMEpQciWGZNg9sgOBQqudTujaNn4P1zolQvAaVaxNjWKxI4c9U7zluYNMp3x3juDHtoXDRRsSKrBbpNaidTwtGxIpYVh6+9LTBaPSKFcV6xrJtGtogYGzO6aH4uRp6xYqMtHnAuFiR3javhiBWpL1wFNtDzz0r+VxlnVu3ym100aE37kajV6zI4+favM0bESs6HO8avWJFh3LPasS0h9q7RmebF1Ru9RWOkvPpyTUULtqIWJFN1HOvK+4qnN/t8enKr85+s+Wo5lf+IIHXH9TX5jW2wcOZX2n1O71iRUbv2bCmh5LfHWLcPRE4asUjIMxFtNvt6NmzJ8aNG4fhw4fj5ptvxsiRI8P7/Prrr/jss88AAE1NTTj//PORlJSETZs24corrwz/+/nnn4/SXbQtegvHs99sid19YACj8t1tDVVhEzhyKmzGxYoOBaNiRY6jqMLmUVn4/FD4u6ncxuJIqNwChyZWdKgYEStytKHKrRGxoraWeDYiVnQ4oCq3Aodb5RYwKFbUhuYwIlbkjPF+1osRsaJgkFfdxyh/p/wqFkcivzoROarFY1paGlavXo3XXnsNU6dOxcqVK/HCCy9I9rn66qvx6KOPAhDWl5w7dy6efPJJDB06VPIvNzf+wuvHOka+iIkDm3uLG1tv34ryj6TDL/e9ug/b7twmUYxSUx/UG9iq9jWhYXVDeFuwJYiSh0tQ8nAJgi0RgYGG1Q3YeutWVH+rPkRNjNbAFvTz2HbnNux7dZ9ke/lH5dh6+1a4t0SEKvw1fuy4fwcO7o49iT6E1sBGOII9z+zBjvt3IFAbKSrU7FFZpr4wdzSx7NFU7QXhIslc9bfV2HrrVk32iMaIWFFzrU/Wrrxl3pj28LjlYlhGxYoYRrldxbLH3i17Zcc1IlYUECm9htrVnmf2xLdHUNkGeguVmv1uTX6uZg81tBaOhCea/Txkj33btV2DnsIxlp9H20MPsezRUNGiyc+V7CEmOzVRv8oto8/PQ/ZQUj40IlYU+mATz8/F9uBUCj4jYkXNjRGlR71xVw2thSPPEe1+LraHis+L0VM46vHz2nL1YXrRxCscxWqaeuJuNEbEijwNfs1+rmQPMU6bRVd+9cMVwvw9PX7uLfNi71b5u8aoWJG9NcfTk18pqfyG0FM41u5v1pVfaY27mgtHAl1+vu/VfYrPXgk9+a6euOtuiC2QdiJwVItHADCbzRg2bBimTp2qONfxtNNOw/jx4wEIcxfFvY3if8XFxUf60tscI1/EQoENEJSouDoO9Svrw/sSnqD+t3oEqgMSR/e65QmNkcAWDPJoXBNZ+sR30AfPLg88uzzwlUcK1MY/G8E1cKoBXYyewOb1BBCoDqD+t3rJy61+ZT24Og7u9ZF79uzywHfAB09TfDVfPV/EuCYO7o1u+A740LIrItOsZo/m+viy/UD8wBbwBsE1RRKzht8bwDVwmuyhBzV7+D2crF25t7hj2kNJut2oWBGg3K5i2kMhkTUiVmTmI9caalfuje649ggo9FgaESsK+IOa/FxijzjDBPT0OAb8Qc1+HrKH3xt/yRZNhaPoNmL5ebQ9tBKvkA8GiCY/V7KHGKNiRXr8PGQPpZhjRKyIbR2qFc/PxfbwtSjHHSNiRawoKdUTd9XQ0+Po8wY0+7nYHpw/dhvUUzhq8nORPdx12pJYLT2OQdGyBHrirh7U7OFv4TT7uZI9xBgRKwL0+bl7i1vR7kbFisytw9X15FdqHy30ihX5A5yu/EpL3NWVX3G8rvyq/rf6uD4H6O9x1BN3tSzNdLxz1ARzKHKMyHeLXzSZozPBgEFir0gvEsMy6HBjB7TsbkHqGanh7Ylp8p4mI4EtpaMTrgsjk4kdnRzImSpIRDs6RoaEZU3KgjnVDNdgV8xnoDewBc02ZJyXIah7icag58/Mh3u9GxmjM8LbkvskI2tiFjJ9sSdy6wlsPE9gSbUgb3oeArUBJPeOiJKo2SOrg7J4hxgtgS0h1SZRdWt3WTvUr6pH2jlp4W1q9tBKLHskpNlg6uOQtKvUM1LBNXKq9lBSUjYqVgQot6tY9rAtlrcpI2JFk9dGCopQu7KkWeLaQ0n9z4hYUUZRErImRcQz1PxcYo9a/YWKEqv3B+HnGc1+HrJHamlq9KEkaO5xFF1aLD+PtocWtPQAO5ItmvxcYo9fFG4jxgitWPbQ4+che6QnRNpKCCNiRSHi+bnYHs5kZbVdI2JFD++VqltqjbtK6BUr4hirZj8X28PKqvu0rsKREG1+LrJHZvv4oiVah6qaRXPc9cRdrcSyhzPNBqaHXZOfS+yxXn4eI2JFgL78KvWMVNgq5LHeqFjRLa1Ln+vJr8xmeXpvRKworSgJGZOzNedX8eKu3qlZPo7TlV91uLEDXJtdCkeLYGRqlp64m5aThhMdWjweQwhfxNSHNMZ70ZhTzMiZIl/bJ7lfMpL7SYO5iZU7i5HAdkuJHbYsqQJgxsgM2d/ZsmzInRp7aLFRFbZUhTXkErslIrGbNHlgzAyyxmchaVmSbP8QegObxxdAIiB5cYRQs0dCSmwVNK2BzZYgdV9HoQOOQmmBqGYPLcQr5K0OM1yTpIWwyWFSXNMvZA/zMnnIMSxWBPV2pWaP9FyFJNqAChv7V+Q6Qu0qGkV7tJFY0YJmB5xR7VvRz8X2UFBeBIyJFTm7pOry89QzUpHqVS8e9YoVhYjl53rROnTYkWyVLJmhJ+5qIZ499Ph5yB62ZQr+a1CsCIjv59HXpoQgVlSveg1K9ni0XPrO0xN3xVTWuTHje31iReknO5Cu1c9F9mCWKR9br1hRi49DAjT4ufjaEmN/MDQ6x1FP3NVCvELeYjMhZYr02euJu1po0/zKYVIsIASxojrVa4hnj0PJrwBjYkXfsg6JojxgPO66PT4M/1ynpkdHly4/T+6XjLRa9eJN79Qsj5+DE/rirsXa9nOFjzWO+rBVSgSjX8TaikNRYWsLDlWF7VChYkUR/k6T6alYERUromJFEahYUQQqViRAxYraBipWRMWKThRo8XgcEC+wBbxBeEql8/g4tzD+nfdJG37Ljha07FCej3Aogc1X7kPj2kbJuHjCEzSubZTNtfPX+BXHhB9qYON9PBpWN4BzS19ynlIP3Jtiz/0wKlZk5iGbHO7e5NZsDzFGvogRjqDhjwb4a6TzyWLZw++LPffMSKGi1K7U7KEFLYVjMCB9lv4aPxr+aNBkDy3Es4dSu4prD4WK34hYUQg9fs7z8rZnWKxI9LtYfq5kD8k+BsSKgkHtfh6yh5poC6C/UPEHhLlEevzc26IsmiNGS+HIRz1LPXFXC/EKR84X1OznWuKuEvHsocfPOTenKF5hVKwohK64q+DzRsSKTDyjzc81xF29heONS73wc0Fdfu7e5FYV5gthpHDUE3fjvesAbYVj0C997kbyq1jEs0cwwOvKrxr+aFAUzDEiVhRCj58TjijmeIbEiqKqV6P5lVGxIhMPXfmVUW2J4w1aPB7jaAls7hovSh4ukUxS3vfKPpS9XIaD70eURb37vdj12C7semyXJvGKEFpU2EoeLsHeF/ai/tf68Pb6X+ux94W9KHm4ROJkpc+WoqK0QnYeI4FNXEAcfP8gyl4uw75XIspgXBOHkodLsOeZPTETGaNiRc21flQtrQr/3r3JjT3P7NFkDzFGxYqqllahbG4ZSp8tDf8+nj0O7lRXm9VTOAY4IYkWtyvv/kiSrGSPIBdfeVBrj2NTlUfWrsrmlmmyRzziFY58kCi2q3j20CpgESKePeL5udgetQfkQ3ONihX5WiLPMpafR9sjGiNiRYyXaPbzkD3KdyvPqTUiVuQLcLr83LvfiwMlB2IeV2uPY1NNJGnSG3fjoaXHsanaq8nPxfZQUlhWQ0shr8fP972yD5Wl8qkgRsSKAt5I7NITd5V83ohYUUudX5OfK9lDjBGVW0GsCJr9PGSPAzvU272ewpFr7f2J5+fR9oj1rgO09zg2Vnl05Vdie8RDSyHfVOXRlV+VzS1DfWW97DixiGcPPflV1dIqxRzPiFiRpymSqxrNrwDjYkWe+oCu/Krk4ZK44nQnArR4PIbRM5TCnGQGY4k4pSVdCECWtEggMjlMYG2s8C/GEFkxmr5QMoDFJWw3uyJDDEL/b3FZJF9txdekFbXAJp7EHZqkHbp3AGAsDMxJZoAFTInqAcPIF7GQPSTPONEEsNrsIcZIYLPbzOHjSY4bxx4mi/Lx9YoVeVsVzcTtyuSIHFvRHnEW8tU1VJVlFNuVFnvEQksPMMNAsV3Fs4cpxjyzaLTYI56fi+2hZHdBrEj/nFNW9Dfx/DyWvxsRKzJZWMm9A+p+Hjq3WWV4++7yWl2F44M/+mCzmHX5uclhAsuox1s9Q1Ul8wd1xt1Y6BmqqsnPRfZgzdreNVp7gPX4ufiaxBgRK2LF7xodcVfJ5wWxIu2FY8geWvxcyR5ijKjc/necHVardj8P2UPN9nrFirw+4V0Tz8+j7aH2rgP05VcMA135ldgesdDaA8y0tkE9+ZVZxzBrLfbQk1+pxXwjU7PEuarR/AowLlYkO66WuPs3gArmHKPoCWzJOQ7kXNMBJnvEKdpd0Q5Z4wUFrhCWNAu6PNsFAGBeGd/0mgMbw6DoX0XgPTzMKZHjJvVMQtcXuoJ1sJKkp+C2AqQvkwuXqBErsImT2MxxmUg9I1X64rabUPxEMQhHYE5Uv2ejYkWuXCcSRZO5HQUOdH2+KxgLo26P7+THNyZWxCL5jFQknpwoBPBW4tkj53f5JHOjYkWAtF2ZEiLXr2QPllVvx3rnnJqTLbJ2xTVxEqU3NXuooXXoMMMyiu0qNY49nKuVlSej0VrIx/NzsT1c2S7Z3xsVK7KInmUsP4+2RzRGxIocSVZ0ea6LJj8P2SP7j2zF4xsTKzJp8/NWLGkW5HRTFnDRK1bEJmr382h7qKGncEzJcSLn/g5x/VxsD9uq+EPf9Qwd1uPn7a5oh/Svtb9rYtnDZI3Ernh+LraHM0nu80bEily5TiScH1FP1RR3v5cf34jKrSBWZNLs5yF75KyUt3ujYkVAfD+Ptke74naKx9UrVmRxWXTlV2J7qKFn6HByphOZs/I151dcE4ekP9WFAcVoLeT15FepZ6Qiza1dcTSWPcTCgHribjRGxYpcuU4kXB8RAtIUd5cf+Xm7Rxra83gMojeweQNBWWLMsAwsaRZZ8mBKMLV5YAMA1spKHCmEOcUM1iq9fsbMKMpIK6HnCyXDtN5zVO+WyW6KWTgCxsWKWIVkz5xk1myPEIciVmRJtUjUH4E49lDoBTlUsSKldqVmDyWMiBVFH5cxM4qFipI9lNArVqTWrvTYQwk9PcB6/FxJ6VUNvWJFan4eb6kMQ2JFDHT5uSVV3e8ORaxIj5+bTPK2ZESsKPrji564q4ResSJvgNPs51riLqB/zqkeP2dYRrXXORq9YkWH6udKxLIHa2K0+XmcuCuo3OorHEPo8XNzklnxY+GhihXpirsK7zpDYkVRl3kk8yueEPg5Tld+pXWJosOZX2nN8fSKFRnJrwDjmh6sidGXX2mIuycCf4+7PI7QWzgebRW2wzm0m6qwCZzoKmxGxYqOpgqbR8MixEb4O6ncxuJIqNwChyZWdKgYEStqS5VbI2JFfBu/a4yKFbU1VOVW4EioDh+qWNGhYkSsqE39zqBYUVvzd8qvYnEk8qsTEVo8HkMY+SImDmyePR6UPFKC6m+lCz9XLKrArsd3wV8VmXgc8CvL3esNbDUHmyUTpXk/j70v7cXel/aCFymUuTe5UTK7BPW/1cd8BiG0BrYgx2PX47tQsUg6Obv622qUPFICz56IWAPn5rDnmT2o3qe+MLYYrYGN8AT7F+zHnmf2SJTI1OxRW64+TC+aWPZorvNJJsrX/1aPktklmuwRjRGxIk+DX9au/FX+mPbweeRKZEbFihiGUWxXseyxf+d+2XGNiBX5fZHjhtrV/gX749tDQfE0hJ5Cpa68WZOfq9lDDa2FI+Gh2c9D9lATrYlGT+EYy8+j7aEXNXs0VXs1+bmSPcQYEStiGH1+HrKHu14u2mJErCjUAxTPz8X2UBPJMiJW1NwUiR96464aWgtHPki0+7nYHjF8PoSewlGPnzdUN8Q9d/ia4xSORHQbeuJuNEbEirzugGY/V7KHGCNiRSzL6PJzf5VfUSTLqFiRvdXv9ORXsURb9BSO9RUtuvIrrXFXc+FIoMvPKxZVxBUoC6En39UTd/WIhB2v0OLxGMLIF7FQYAOA+pX18JR4UP1lxJkIT1C1tAot21rQuKYxvL2lUS4nbSSwBfwcan+KFEPeUi8a/2xE45+N8O4VKT3+WAvPbg9qvq2J+xz0BDZvcwAt21pQtbRKErCql1bDU+JB/ar68Lbmzc1wb3SjsbZR4UhS9HwRC9QFULe8Du6NbjRvjshTq9mjvqpe4Shy4i6P0syBq48E05pvauDZ7dFkDz2o2cPrDsjaVeOaxpj2UEpiD0WsSKldxbKHr0VevBoRK2JFuVGoXdUtr4trDzWVY71iRT4vp8nPJfaIM0xAT49jwB/U7Oche7Q0xZew11Q4im4jlp9H20MPsewR8AY1+bmSPcQYFSvS4+cheygVEYbEilqH98fzc7E9PM3KiZQRsSLii5xLT9xVQ0+Po9/LafZzsT3iKZvrKRw1+bm4kNL4rtHS4xgU9frqibvRGBEr8jb5Nfu5kj3EGBUr0uPnjWsa4W2Wv2+NihVZWufI6smvgiq99LrFijwBXfmVlrirJ78Kcryu/KpqaZXis49Gb4+jnrjbWBM/xzzeoYI5xxBGvoiJXzRp56aBa+CQ3C85vI1hGeRelgvPTg9cp7nC2xNd8uFaO/ZV4zudgS2tYxJcYyOT+B2dHEgfKQgUODpGhsdknpcJMEDa0NiTqPUGtqDJCtdpLjg6OyRj8XOn5aJxTSPSzomcL6lXElKHpiLVkqp0uDB6AhshBJY0C7IuyEKgNoCkXpFJ6mr2yGiXEfP8gLbA5ky2SCaIZ0/KRu1PtcjUYA+txLKHM8UKUmCRtCvXaS5493pV7ZGcnoxojIoVAcrtKpY9rJ/LkyIjYkU3boscJ9SuLGnx7WFzKiy3YUCsyFWYiPRJokn8Kn4usUfQmDhONNtrgvATVrOfh+yRXCO3vRjNPY6iS4vl59H20Eq8Qt6WYNbk5xJ7/C4/j1GxIj1+HrZHjjzuGhErwl/C7+L5udgeSoIxgDGxoldr7OHteuKuEnrFigJgNPu52B5KPh9CV+FINPq5yB7p7eKLBWkdqmq2ikR5dMRdrcSyhzPFhmA7syY/l9hjh/w8RsSKAH35les0F8wH5LHHsFjRV8Lv9ORXSkqzRsSKEtonIOWyNM35Vby4q1vTg+N05Ve5l+UicU/s6QhGpmbpibuuLFfM858I0OLxGEL4Iqb+tTTei8aWZUP769vL/i59WDowTLpNST7cSGB7tNwBR2HEaRgTg9ypubK/cxQ60OHGDqrHBYyrsOXMlCuqpQxMQcpA6VBM1sYi78o8pC5TLx71BrYWH4cEhkHWuCzZ79XsoVRAidEa2OzJVskE8cQeiUjsIQ2aDosD/a7sB1Y0yCAtPQ0ej7Q3wJWZC0+StFfw060BPL7Jh3vPt+AfZ1rhi7JH55NscEyOSkozgcKbC2XXmn9GPnAGkLZKfu70nDx4kpR7pfbU85j+swc9ujB4bZwdKU4Wob9u384GR5c0FHcplv1d+4vkzx3tgbQ+8vOfPqAXenYthdpAkwBPcOe3PmzlOSy5wY4zC8wo9NjgsLXeuw3ocK1C2+7b+k+E0rMPWlMwZ2o3XNvPqnoNgNQeK9lkOM6QPvv80fnyPxLZQ+nZuzJzsdrTiJm/tmB4fxNeGWuH2cqoXkfIHoX5SUi7XEHBtAtU7aF2fk+SG81+guu+86I5MYhlU53omcWqXkP73MizD7UrCQr2UHru4vOHmL/Gjzf2+jFnqlXVHl172OBIFj379kDRbUWy/cT20OpzALChkle1R/t2Njj6psnaFQC0v1KhzbfaQ+nZ5+a3hydJ+Qu9mj3at2t99nH8XExapvKzH9inJ6b22R+zzUfb47tfRH4HdT8X20Pp2bPONNz5WztccbYZz4ywIciqt/mQPToVJiNVqc0r+DkQsYdauy8zNWL6ci9c7Qg+HudAe5d6m2/2E2RlmJBqy47r52LSOsVudzwhePRnP76rD+CdGTZM7GpR97s80bOP4eeS82ts9z+XcrhzjVfVHkWdFd41GuJuWq2G85MgbM0HUNnkb7P8ypxsRlZ7eU4giBXVy6+5lXiFvJ78SkkgzYhY0V9JCXAOk36EiJVfxcKQWFFusq78Kn1YOrKWyfcPoXdqli/AwQnl/ErNHrYYGhYnCgwhbTwD/jigsbERKSkpaGhoQHJy7ET+SDLrotPxXI8Nir+LVTgWfWWH8wZ1Z1Eia1kWvn9HquN91ah+WHDqTtW/UQpsRs6tdv7BPTqgt6NcZ2BLg/PGQ7/3WRedjuty1ukObLW5yci8Q+FlbuD8z/XYoCuwFX1pV713Bgwuzr4YZ6WfBRMTpUzGMUhwJki2eVuaYWcjw1z8POAJEFhNDOxmZb2CJo4BY9U3yV7LuUPwBGgOEDAM4LQwsjH2h/v8gPDR0cMBHE/gMDNoXWLQ0LnVzt/S7IbTFHteVLQ93G10754WNwJcECaGgTPOsoBiexCGbbNnb2ODaAkAQUKQYGEQS6uEAHBzAKNT0U7p3KHzh2zvCwJejsBuZmCLoVVyONtdsPUZq9mjLdudWrsngKo92ureY50/hJI92ur8ze4mMCBwqMS2EGJ78EzbPXtPSzOCQQ6EAAkWBrEEqUP24Jm2afeh504AeDkhmXZYGMQ79OFq9wEe8HAEZpZRtcfhbvfE24Cbrp+JXWUHFQvHtsqxYuV4sQrHtjr/hNO745Nz9umac9rtW0eb5Xhn9eqIqgN7dY2ws3bJQOJNykst6Tn3rItOxxNd/9I9NetjnxPZdyp8pNJ5/qNNW9c9tOfxOCBej2MwwCNQG5AsZMr7eXhLvXB0coQXmAUAX6V8zleIQ1Fh4xo5BOoCcBRIj+Ep9cCSaoE5OdLUgi1BeFvkX7yzUxMx9xx9Kmzdvo38jgQJPLs8sBfYJXLJgdoAgp4g7Hl2hSO2XqdBsSILYwIhRNID6N3vhclhUrWHGka+iDmIcM+2XBtMzki7mJQ6CedmnIvMnEzhK1jo8niA5Vikpkh7X5sa6pBkFuYpeDhhyJrdDCRZGdU5KjU+BnC0/jL0CSp63yCEmdWt29kAi9Rk9XOH4Hig3kuQwQAuGwOllVQk5w9dAw8gOvHnW8/PaD8/IAwTa/QR+IJAil1aUNT4GMDOCOeMvraoew5fGwHYoPbzh1CyR/je1e5ZwR5K915XUwMgiBRb7AQ22h71gahnL3rGkmsQXZvys68Fx3HggoDLziDGmt5he6SBAWNjVZ+xkj1YXn5u4fzCs2/2EzQHgAQLkBAnSQ0/ew33HIL1x/Y5AAgEhWecbYKqPRTbvNI9R12b1nbPE6DBR1TtEW73cfxcfG1KbV7t/CHU7BE+fxw/F18DG5A/+/raGqRY+Zjz76LtUeePevYx7llsD0W/q61BMBiEy87AHKNoE9uDMbFgnFEXHCfuspyy3RNNHJr8BF4OSLIJRVssmv0EHp4BY2c1t3kt7xpfEGjwEthMQLJNx7tGY9zV5ncEO8psmHrtHThnxz9xUrrcIHxQ2scSL7+yZenreYqXX/FBAk+pR3N+5TvoU5zjLogVyUXjQsQaOqwnvyKEKOZ4RqZmjf5d2iji5VeMmuCVQbGi3JNZBFuCkvwqXr77d4AWj8c4WuZENFZ6UHb/DnR5tkt4jaF9r+5D45+NSB+ZHu5W91X6sPM+oWcx5wLlRauViK/CRrDzoZ3g6jm0v7E9UgYIwxka/mhA2dwymFPN6PJsl/CY+T3P7IEnQT44xkhgC3KRHpvyD8tR800Nkvsno8NNwhCOYHMQO+7fAd7Ho9P9neAsVp5/Y1SsaNAnXnDf1iBjpDCPsWVHC3Y9tgusjVW1R3aG/CuakcDm51jUfFuD8vfL4ejkQNFDwlAtO+w4M+VMpKekIzEpEYxFeO4kQBD0BmGymOBwSIOe39MMh4VBSwDw8gQpTiFhipVcWYiQTBCeINgofMk1JZvCduY9PPgALyzo2/ocWIZVPXcIjgcaWghsViDdoVw4AoA5CLCi9Z6CTUGQIAFrZsHahD8iHEHQHQQYYSiRlvMDQqFS5yXgWSA7Qejti773oJ8X1ntMNIXXgeJ9rfdsYmBKEr1sGjiAABabRdP5Q6jZI/Tsg81BkAABy7JgHa33rGIP8JCdu8VmQarNFLdwjLZHM1oTSUTaFRhI1r6KtofSs29xmxHkGeQkMrDGKRxD9rCYGPABImlXIMILXc0eZotZdm5AePYcD/gBpCUg7rIkLQHAbAEYMytpV6GEVc0e4OTPXmx3fxCo9xM47UCaQ72Qj27zoXZlSjDJ/FxsDy3tnidArYeAYaFqDxMHEB+J6+die1jtVtVnr9Tum3xE1R4WwoDnSFw/F9uDZRXu3WGH06KsOA4o28NNIm0+np+L7cEQRnb+ZosFrkRT3MJRbI8ar3CseH4utofFqhxv/EEgyACZSUIPdyxC9rBYGfB+EtfPgYg9TGb1d42XA1r8BEkOINWu7V0Tz8+j7UGCJGa7D/JAE0eQlpaOwQP7o5M7HfDLF5JvKG+BozmoOb/q/Hjn2A9VhJY5p42VHtT+s0p7frXLg9SR8g82RsSKQujJr2q+rUHzTrlokpGpWV53AKGsTUt+pTSMFDCm6fHfcXbc8acfdc/sCedXWvLd3DHK13AiQdVWj2GO1LpPsdC87pP+ESXyQxxCYDtUDlWs6FAxosJmtyp/+0m1pMJkMsFq1bdGV0tA+NLutMQvHL2c8HWxreF4oLqFgGViF46Hk1Ch4uWExDG6cDxS6LGHUcwmNm7heDjtQQiQ7tRWOIbs0ZZrvgV5Hk1+IMmqrXCs95LYgcoA/iBQ00JgMcUuHA8noUIlEIxvj8NJk49otsfh4kjYw2xiNRWOh8MeQZ5HS0DoWdZSOIbsoTSHziheTrg/uzl+4egPHp53TZAHajwEPAHSE80wsSw4a+wlq9oarfnV4faEI7XOqVGxorbAqFiRIkcnNB1T0J7HYxQ9jpSUaUfWHfmRr74A8mfmwzvKK1GAsmXZwl/ELOvjd61rDmwsg86zO8u68VMGpMA62wpLqkWi1FV4ZyHSvoutuiomVmAzid7AORfnIGVACuwdIsMnTAkmFD9WHHfYqlGxouQsO5JGRCaTO4ud6PzvzjA5TOr2+EF+fGNiRSYkj0iHs9gJW05kmIyJNcFkN0m+fgMQegaSTDAF5G2J53nhS7vGwrHWI3xpBgT7m5JN4f8PwTpYMBZGdRhJNHoKlWBoiJoIU6IJJEjCX6MBgDEL98ww2ooOPYWjOcksDFkW3R9rY8GY5Pcc3pfT9iy0Fo4mp8I9q9lD8YGqX09Me4j+LNSumKiLVLJHNGYTC2uM+Z5K9mA4BqZEVvqMmdj2YIPKjSnIE12Fo9MC+KDertTswapUCnoKFU6hzSvds5o91NBTqLAmBkhk4/u5yB7QuFqK1sJRj5+bnCawPu1fPGLaQzwcMp6fm6T2jyaWbdTswbIMGEfkXjTFXYVVQoI80V04JtkYtHih2c9D9lB81xCCWq/2wrGmRXTsOH4ebQ+TSbkxiwvHDCeDQKgTWuFimnwEVpdFV36lZdiq5kIFQFKWA64Z2ZrzK1+5D8kl2ua1aS0c9eRX6SPS4fK5NJ0fiJ3v2hMjDVVTfqWCUbGi5Cw7EmZKlc3j5ru/a4u9xzO05/EYRE/h2OQj8PO8ZPw3ALBWFs7OTlkwtWXZ2jywAcJQoejx3wDgKHBIxuMDwgtdqxqVni9ijImBs7NTMh4fECTEYxWOgPEvYmar/GVqz7NrtkcIIbDp/yLGMAycnZyS8fiRk8o3MSblIorj9RWOdrP0PcuwjHKSZNZWtOktHGs8Cl+iGeDDhR/i0kmX4qYZN0U2mxhNkU53jyMLRXsq3rPKvkro6nFkoFicqdlDjadfeBmffv5V+Ge9PY6Kz7j12nbt3IWbr7lZ+e9i3Fwse+h5xrGKVxPL6CocU0T7xrpn+UXINxFCdBWO1S0KbV7tnjW2eT2FIyGR5SKiKdlVgovHXazp2pQQFyp7dm7FeRddrr6zWptXsYfWXgK9PY6H6udKxLSHUrMyEHfNrP7C8e33F+GJx5/Q1eZV3zVBXrVwfPv9RXjg4ScBSO0hiRMa4+67b76LZ55+RuHuiKRwjNUDHFquhkTtc6TzK47ndeVXzk5OTT3Fhyu/YhhGc44XN9+NuiQj+RVgXNPDbDXJ8is9+e6JCi0ejzH0Fo6j3m0B38ZDOvQGtsPFkRpKEYsjNXT4UMSK2gITy+gqHFPtbWcLQojuwpEnwD/ufwBfL/06/Ls/V/+J2f+YjUuuuARXX3e1zmvQXjgSAgUpgrbhSAxVjWbf/gN49sX5GHbmEABtP1S1U+dO2L1rN75c+qXmvzlSQ4dNbOybO5z24IK8rsKRZWIX2yF2bt+Ji8+/OO5+ANFVONZ5Q0olctxuN3779TcN55QTXag0NDbil99WGzqWUY73ocPabQ6wcdq8Ug9wadk+bN2yVfsFxTo/w6j2OJaW7cPGLVtl9jDC3j17sW3bNtn2QJDXVThurAzCoTJFxAh63+f//tkHX0Bj970O/k75VSyOlXz3eOPvUSIfJ/i5oO7CcWNlEKlZghl9lT5ULqpEcv9kyRo8Nd/XwFPiQc6UnPBXkSCnLJGu15HqK1vA7PGE13okQYLyD8sBCMMcQl+CPHs8qPqiCmlnp8nWylFCa2DjgwT7Xt0HR2eHsN5SKw2rG9D4ZyOyJmWFvwTyPh4H3z8Ii0WbGpbWwEYIQdWSKgTqAsidmhsWDVCzR2NNo6bzA7Ht4W30wyFSenVvcqP2x1pkTM0ARPP1eY8wLJB1qL8pTSwLhlGXzVeao0IIAd8ShMluinyG4oGgNygMFbRFzkf8BHyAVxw6yQV53YVjhpPB1EumIDM/SxDFsLH4ZfkvGHLWEIw5fwx4Ly8opDlM4S+XhCfgg8pDJPUUjg2+qOqRAEFPUBie2CqoMXHURMx5aQ7a57YHa2c19UboKVQITwA/kcjX8z4eJEjC9ti2ZRv+dd+/8M577wj2UPlWOO+1t3D+6OFISUkOFyoXXjgJZlboXZ40fixuulZejIvbVbO7GS/NeQlr/1iL9LR0XH391eg3qF943ylTp2D+vPm4/NIYPUqhe9NTyIfalUM0lLLVHk/fdwsCtXtbL5aBxWzGvqoGlFU2oH1WCvIzU8BxHMyMcpsor2vBzoN1yHYloHOuK2wPPx/p+bBmFuDuZ14E7+HBWlhVexw8cBCTJk5CWloaPv74YzCMYN9UO4NXX38LCz9ejEsumoiZV10quYboQr7aL4iR8D5e1q5C9sjJzcHt99wuPIogAe/lFdsfF+Q1FSr79h/ElOk3gScAGCAhOQHde3TH9KunIys3S9nPHaymnm89cxxbAkLMEe/Fe3kQnsj9XMEeaigVjlNvuQEbdmxFWnYKLFbhfeHjCGrLa2G2mpGSnRLu2fE0edBU04SUrBTYnMK7hhCCuoOC8EpqTiqsZiFu+zw+1FfWIyHFie4dOmHBk3OE+9BQOK5btw6LPv0YJdtLkJiYiF59e+GKa65AckoycrJzcOuttwrtQmwPXt9nLq32CLUr1sZKeh2V7BHi008/xQsvvACOC8DCAhnpaTj7jNNwzZXTJO9knigU8qRV/EjBz8VxF4j4B9RGw+ssHJddloCpf7G68iuukUNlWaX81AS6C8cHf/Qhv4+QM+nJr5TUVkPoKRybarzw/FCjPb9KsyDz/MyY9wXoKBwJULm4UnN+VfN9DVAW9/TCNevId0P5VeZ5mXHzXZ9HfVWDEwVaPB5DbN5TqbtwDAU2AKj9rhYNqxvQvL057EyEJzj4zkGAAPYOdmSMElRB3fXyxamNBDZvM1C1tCq8QK1nlwc139QAEMaAOzsLOllVX1Sh8c9GBGoDcYtHPYHN6/ajfk0D6lfVI21oWvjFcvDdg+AaOEH5qlV9q2l9E+p+qkNKz/iT4vV8EQvUBlD5qfCiSOyeGH72avaoPqA+t1JMvMDW0hhAUh0XHsJRsagCnt0e1OXVAWcK+4RfpBDmQsUawqeGmrgB4VuPb4okLHyAB/ETEBBJEhP0BAEC8EqJuoHC0cwCPXv2BA8CEiDgeR51NXVITEwEeCGJAQBijhRYxEcUEwouyMOno3BsCQCsqDmQAIncs1VYQmLlipVorm0GySDgwUtUKJUwIlbEe4Iwi76Ih4qHkD2amprw28rfwtcGlc7t9xd9hhef+rekUHn4/jtgYoG7H/w3du7ao/AwIGlXl198OTweD6679jr8te4vXDDmAnzx/Rfo2bsnwAMjho3Anbfdif379yMvT30hab09jqF2RVgCprWHImQPf2UpXuoT6Xn4988+zFnuwyNn2/DAmQ0xj/v6Wj+e/8krLKg9sgksU6G4380bhHZFAgRBTt0eHq8Hy5cvR05ODr799luMHDkSZhMLwgfw6DMvgOOC2LWnVHJstR5g3iMUpeJ2JfbzhMQEDD59sLCvlxeeh0LD0ypWVN7gwa8rV+H1+S8hJSsX7oAb8/9vPr5a8hV++OEHWG2RuKRoD5UCJsjzaNYpViQpgmP4uZI9lFDrcfxj3TqUrNsjqDeOE94fDasbULZIyEq7PNclHHdLZpfAs9uD5AHJ4fdgy44W7Fq4CwDQ6YFO4ffg3pf2ovHPRjg6OZCY1Jp0aygcn33xFdw/+wlcPv1yTL5oMhiGwaZtm3D+uedj+R/L4bQ7Maj/IKFoFsVdno+9fqwYPYV8qF3xPB9RN1WxR4j9+/djx44dmD/vZSSYAthbth8P/PtJbNtRgheeegSAsK6mPwiZPQghIBxR9HNx3AUi/kGCyu1OECtSfy7R+dXAPBPwl778qn5lPex18qkyu8trsURn4fjI2TYsaBaesZ78KhhQ/hisJ79avT+IliYOzW83as6vACD19NSY96YnvwpyPCo/FXImLfnVwXcOwnZy2w8dDuVXYBA3362vrI97/uMdWjweQwR5XnfhGApsAOA6zYWWXS2SrzAMyyBzbCaadzQjuV9kArUzWb5khZHA5mqfANfQiPiNvcCO5P7CecQTq9POTkOgNoB0kbiMEnoDG2cyw9nFiYTiBMmX7oyxGWhY3QDXYFd4W0L3BCSenIjktNgTyfUENkIAS6oFqWelIlATQEL3yILEavZwZboUjiRFS2CzJZhhdkVcOH1kOmq+rQlLRwNCD0lYMt7AsJRYqngMC4BlwFoiyQprYUECRHYu1s6C+IlkyNSUKVMwa9YsdOncESaWR21tHS64dAYWv78AKSnJuPbWuzF6+NlYv3ErVv65DpmZWfjX3bcgp6OwYO/99/0DZ517FoafPRxPPf0UFn+8GMFgEBPHTMSECRNw6aWXAmbgnTfewfIflgMEGHrGUNx2623h3tprr70Wgwefil3bNmPd+vW4YcaVeGLOS3jw7tuw5MtvsaNkN/r3OQX/uOs2vPfZV/jw48Vw2iy4csYMDBp2qvAcQkU5C4AFrr/qegDA7bNuh9PuxJjxYzDz5pm4aupVqK+ph9PhRHFxMWbNmoXOnTuD53nUeDhMnTIZT82+Dx9+sgRbtu3A6y8/B3dzM559cT6qqmtw+uCBsDsSsedAJWbdOQusjUFjQyPmvzQfG9ZvgCvZhamXTMXgoYPR2NCIe2+7F16PF5MumgQAmHXHLEy6YJLELvv3H8DuPXvRu3cvSaFyzlmnAQDSUl2yNhHkha/aoXb1+2+/Y+WKlVi7fS2yM7MxduxY7CrdhRfnvIhX33wVYIH0nHR0KOiAX375BZMnT1Zsa0aGqobalThRDdtD1ATFidgDZ8ZOLF5f68eMJa2F49jY687WNXnBWBkwCouYszZWWMJA5B8zZszAvHnzMHLkSAAMlnz5LXKzs2XPuXTfQTz2/CvYtWsXigvzcev109GlWBhOcO111+KySy/DmcPPDO//wfsfYOPajZj9yGyUlJTg/jvvx4effwjWxmLTpk144rEn8Nhjj2H+/PmoqKjA8OHDMW3KxeFCZduOnZJ2lpSYiIMVlbj51tvhax0xd8bAPkjK6wQmgUVhYSHOGngW9pXvQ6e0Tor2OHjgIOa9MA+7tu9Ccedi3HLLLejSpUvk2dU34LX/zMeWzZuQlZmB+2bdjMIC+WLcpQdrcMPt92D8eaMx7kJR+2UhPHMeUmEwFXtEE2uoqiszBY7ODsX3hyXdohh30/S+B+s19jj+tRF3PfAI/vvaf3De5PPDxdEE5wTcctctAIBdu3fhvln34YOPPwAAbN64GY/+81HcOetOfPzRx6iursYnn3yCzZs34/k5z+HgvlL079ML99x+I+x2Ox5//hXwrBW3XHtVuHCccdMdmHzBOAwfdpbsmpZ9vwyv/N8rAAtkZGXgjKFn4PLpl4ft8d5776H8YDkK8gqwYvkK9OzZE8nJyXA4HDjj9CFIaV0mpbq2Fq+89jZeeOoR+IPC0h0sI7XHz7/+hlfe+hDVNTXo2acnbrz9xvASVIyZwfYd2/HWO2+hrLQMvfv2xo033QirySp7B61cuRKPPPII/vngP3BqzyLFNtHsJxgfnV+F2oSO/Cq5XzLYPfKvoRV1bt2F4wNn2rCgdTq6nvzKpLBobl2TBxd8pz2/Gv52M8yZTmSOzdScX0X7RzR6p2b5gkFd+VXm2EzYq2NrXBgZqqrHz5PTtYkVHc/QOY/HEN0LsvUXjiIchQ4UPVCEjBEZku3Zk7LR6b5OsGZGHCQ0FEeMkcCWlpsg6UlkrSw63NQBHW7qIJlYndgjEUUPFcF1qkv1uHVNHl2F4/C3m2E2s+h0XydkT5KunZgxIgNFDxSFhxcAgDnRjMI7C5GRnxF9uDB6A5vHFwDDMsi7Kg+FdxbCnBgJmmr2SMuJrTSrNbAlpNokAd11qgtFDxXBWST6MMAIimimBPkwonjEk1NnGAamRJM0irCC+l70EFnWxgpfqEXH+O2331BbW4vQRn8ggOW/rEKAExKLNev+woyb7gTHWHD5ZZfB01SPiVOvCP/9xg0bUFFZAVOSCRMmT0C/gf1wSu9TcOf9d+KskWfBlGjC/XfdjxeefgEjR4/EyDEjMee5OZg1a1b4GGvWrMFtt90Oq5nFLddNR88eXbH8l1W4/vb70LdXT1x16WS8/s4HGHTO+fhk8VLMuHwqenQpwiVTp6GmuibyjBMjk+pn3DADAHDVzKtw10N34dzR5wIAbrj1Btx9z9246667kJycjIEDB6KmpgYcT+AwE/y6chUuveYmdO96Eu6742b4/H4MGnYenA4Hpl82FTt2leLO+x9CyY7tYFkGLf4WnHPaOdizaw+mXTkNvfr3wpWXX4mVv66Ew+nAtCunwWq14q4H78JdD96F7j26y2xcurcUZrMZpsQM3WJFoXb1x+9/4KSuJyEnNyessjj03KH487c/w39ncpqQm5uL3bt3Kx7X6BzHULuKVvo0JUa2Ha7Ccen2AHbuqwmvLSfu8QGE4bzR/nH55Zdj+fLlKCsTerDm/fdN3HDNFZK/O1BRjT5DzkVTUxNunH4ZnA47+p4xElu37wAA5Obl4q133pKMInj5hZfRuVtnmBJMcDdH5h8yZgbNXDN++OEH3H777Rg5ciQuuugiPPLII3j3vfcAAAfLKyTtbNfuUtx270NYv2k7vJywpEM0WzZvgcPpQGa+dHhayB7VNdUYduowNDY24oorr4DD4UDfvn2xdaswb66xsRFnDzsHmzdtxGVTJqF/n1648vrbZOdZt3knho48H31798Q10y6UxSCT0yQ8Y7H5VewhJp5YUUp6kur7I++qPMW4q/c9SKBtjuN7H32K4qKOGDN2rHBsUbtKSk4CALhb3Pj9t9/DcbepsQk/LvsR9997P84991zccccdWLFiBQYMGIAEpxPXXnUZAODefz6GJh/B5u27sH/vbkmP459r16OiUnmUTO8BvXHXQ3fhrgfuwphxY/DaK6/hyUeeDNtjb+levPjci/jh+x9w2WWXYeLEiYrH2bBpKwoL8sOFPMsKvY6hx/vFV8sw+sJpKOrcGdOmT8PaNWtx3jnnIRAIAAzwx/o/MHrEaDidTlw+XRgS/+gjjwrvGpH5P/zwQ1x44YW4++670a1rV8VrIQCuW+ptk/zKmmlFu6J2snMU5abpLhzF6MmvlARztu2r1pVfnZxlQlpuoq78Kto/xBiZmsUToiu/yp6UrfjsQ+gtHP2tPbh6/NyRqK5hcaJAex6PIRw2dXPEKxzbAiGwxR7OpfZFrC0wEtgO2rTNX9SCIbEiV1KbnR84vJO3z+zf2lPBSyXMFy9ejMw0F3aW7Mb4qVcBEJL5YOuSdiYG2LT6JwDAN9/9hFn3/wsAwImUFws6FuDtj95us2sVLgKYOnUqbrzxRmQ4GZw7uBdyOvdCeUUlcrKzJLt269ENue1y0dzcjCGtwi+1NbV48z9v4rNvPsPAwQMBAHnZebhwwoV48MEHkZYmFPEXT7oQD9x9m3BPnNDN8vS/H8D4saNACLBu8w68/uY7+HnZUiQ7zLjwvOF4/b2PsOaPNRgxeoTssvsNEOb69e7XG916dAtvH3DqALA+FhmpGRgxYgQ2bdqEDz74AFMunoSk1kLg4fvvwqVTLgQAPPTvp9Cv9yl4/smH4eWAvqefi/Ubt4STzAWvLkBWdhbmvjY3fA6vx4u5c+bi3U/eRc/ePcGa2PDzUFqywOv1wmKx6J5zKhZuqamuQXqGdERBekZ6pLhuxW63w+PxyI5rRKxI63eQw1k4XvChB0P7xv7CHU1SUhKmTJmC//znP5g47jz8b/0GLPngDSxctBiAMFT1uXlvoKBDB7w97zmYWGDC2BEo2V2KJ+fMxRNzXsCUy6Zg1JmjUFtTi7T0NPzvz/+hdHcpJl6knKADQDAYxAcffIB27YSkavPmzfhp+c+4+eopmPffN8PtDADGjhqO/23YgiAR7NHS2t6mzbgJJpsd7mY3yvaWYd6CeeHiJZo3/vMGOhR0wPPzngfrYzFt6jSUlJTgySefxIIFC/DSSy8hJSUZn7z7Wng0wrSLpdf/zU+rcPmM6/How//E9KkTj4pY0eGE46Fpzume0n3o2LET9Mp0BYNBzHt1Hgb2E2LfmWeeiRtvvBH/uPdupFgCOG/0cFTUtaDJD1hN0CWYkpObg5zcnPDPRcVFmDphKu596N7wttx2uXj5lZeRlS7E6u+//x779+/H2HHjYWYIyvYdgM1mxScL3woX8k6LtOT599MvYNaN1+Kmm28Ek8DirGFnoV/Xfli6eCkmTJqAx2c/jqtnXo0HH3kQADBi9Ai0tLRIrvWpp57CvHnz8P3336N79+5oqJUXxDwRhkbvrD18+RUAZKXGnrKjJ14ZITXRjg+Ga8+vvp7mRG+FpcWMYmRqVkjToy0wJlZ0lALEMQ4tHo8D4hWOfJAg6G0VLmmF8ASBugAsaRZJohdsVhdFOZTAxvt58B4e5hRpk+IaOLAOVvJVhnAknKSLOdTARghBoDYgW/co6A2CBAjMSerN3ahYkStDvh/XxAlrranYQw0jX8ScAAJ1AZiTzPL5jEq5hob8I7pw1IxSVs/D0PiGIC8kV0VFncNzHNPThHkU9Q0NsuJRcg2t7CrZBZ7n0bd/3/C19e/fH8FgEDt27MCgQYMAAD17niw7zEmdi8JzHJ1JLnTuVIhkR6T9uFJcaKxvVL9nhev6/dff8eE7H6Kqsgperxc7duxA165dW8WKhN16n9Ij/Cfbdpagf59TJD3Ap/bvjYMHhQn6mzduxr69+zBx5MTwNdTW1MLr9QrXpcHWKa5UeDweJJkCMLHq7S16zmmNaP04q80Kr8creRaeFo8wF05k//r6emRmyoUUDIkVKbWr0P22XsP+6ia89PPhKxzHFJuRl6cwiiBOm7/hhhswcuRIVJQfxJXTLobdLhSgPBHmOO4s2YnTB/WTFPKDB/bDp58LysI9evZAtx7d8MmHn2DGdTPwwdsfYPT5o5HiiprLLbJHUlJSuHAEgPT0dDQ0CB8KQ+0MiBTyPU/phbrqCok9brluOhwZufDDjx+/+xH/uOMf6NmrJ/Lb58va/I7tO9BvYD9JGxw8eDA+/fRTAMCGDRsw+NRTJcPYnc7IiAmPx4sJF0/DI/96UF44htp2HPvLtosIiRVpKRzV3h9KcVfPe5DniaY5pyabHXUHKpSXXlDzcR5wJjjRqVNkSPGGDRtwzz33hH9u8hEEzQ4kWQFLnEAfCLaeqnWtUbfbjTf+8wbWrlmL2ppaBPwB1FTXoLm5GQkJwtDC7j26y5Rd09LScO/ddyPRzKGuvgEvvroAN8y6HwvffQtpDpPsDrfu2ImHWsWfAKGNdOvRDTu37QQAbNm0BTfNuil8z2Ck7ej7777HF59/gY0bN0qGTEseVWtcCRKCV893YqBDbpDoebvx8ivxGoRaiZVfESK0Ic35VZOyOmtxfgaspnLVa4jOr8Q90XrzK6Ucz8jUrJCmR/i4cfIrNUVqo2JF7U5JAOGILj//O0CLx2McLT2ODeUt2HfvDhQ/URx2qANvHkDd8jpkXZCFrHFCoh2oDWDH/cLQp8xx8dWwxMQObAQl/yqB74APBXcUIKmn8DW6aUMTSp8tha2dDZ0f7Rx26tLnS9HMNMvOYSSw8aJJ8VVLqlD5aSVSz0pF3lWCKEfQG8SOe3eAa+JQ9FCR4to8gHGxopFfehFcUYfUM4TCxlPqQcnDJTAnmVXtke3Ilh3XSGDzBRjUrajD/tf2I/HkRBTeWdh6LEE8I+gOCsIFrfOBlq9ajmBzEGaLGVmZ0uKrobYanYs6Ys3Kn2IOVR157lBsOvcnAECFlwGTwAK8ENC5Rk54gYSEC7y8oPRoZRTXoTSbzZIXTHOz8MU4VKgQCMINaqp40XkTCbSK5/h5sFYWKSkpgurhvjqkpqXCnGwOJ8wulyv8dyaTchgMieM4zMJSJtEEPUFwDZxk2CTv58G3yKvHdavWYeoFUzHrzlm4ZOolcDgceOqpp2Q9cWbReqMpycmorW+S2CN0/QCQnJKMHj164LprrwNrjShLWi1WcI2c7DqUhEu6dDkJNpsN27ZvR+9T5EU0ILRN2bpookN1LOyId3a9A1+9D7ZUITaU7CxBx44dwTVyYJ0sYAZ27NiBPn36SI5tVKyIa+Sk7YoI20AQtse+ysbDWjh+MMmBWRsgKdKCLUFhbq+djShA8gDPRWzRs2dPdOrUCa+9vgBb//w5dPnwBIThetlpKWholCoy19U3wJWSDMILaqNTLpuC9958D1MunILPFn2GV994NfKsOME4XBMXVn+MtcRHSnIyGhqbJD3AvuZG2YejQf37ICGnIwghGHbuMPz43Y949413cdddd8k+SqYkp6C+uh5cAwerXYhldXV1Yb9LS0tDZYVyrPdyQi/1k48+jAf+ORtD+vXE4EH9w78PNgdBOALWGUmaSZAg2BQUFpFPNkvtodDuzSYWrIrKLhBp3mrvD7W4q+c9WFNWpWl5lL79BmDp0q9QVVWNDHOGpF2FiwTRrYSUps1RcS0tLQ01NcJogGhxHLPJJEv2m5uF2NQSADyhNtXIASxw6/W3or6uHpddfRlcThdqq2vxx+9/wOvxCsUjD7CElam6i+c8+oNAfueTMXDQIGzf+D9knTpA9gxcKcmoF8U8EKC+ph6JtkSQIIEr1YW6mrpw3GXMrVMpWhk6dCjS09NxySWX4JtvvkFGhnSIY2jOKRcEEiwMumaxQJPcFg0VHthFH+jj5VfFjxXLDxKDeD2OjZUtqLm1UnN+5d7oRvIY+by7WLEtVuEI6Muv6lbUwb1ZLsooTM2qVb0GpXzXt4pD6HOAlvwqZI9ojIoVPbvNh8bnS3X5efbZ8hzvROPvUSIfp+gZqso1ceGkAQACNcK8sUBtILwt6AmC9/HCP5UlC5SIO5SCAIF64TxcfeQFFPr/QH1AkmyKr0mMkcAmTgwCda33XBM5Pgm0foXjgaBbvdfVsFhR1P0E3cHwSz2ePcTsLq/V/UXMZjGHjxd9XNK69mfov5JtKp+r481xFOMPRp2jtTdAcr6QbcRNTVx0dOyIFStWhH9+9Y13AAC1HuGlbmYRe43BqNsIn7v1fB2LOqKwYyFeeeWV8L4vvvAiiouL0blzZ8SiyS8kTS57jJ4BEvVf0bmTk5NRX1cf3rx1y1ZkZ2fjhhtuwOjRo9G5c2esX78+5jWcPXQoPl78BWoqDyDVzqB0bxk+/SKyruXY8WOxdu1aZGVlYfBpgzHkzCFoX9Ae+/buAwiQnJQMr8cbLlDFtgmR6HTg7DNOw88qa/QRCImjuHD0+/2YOPEC/L7ydwDAOSPOgcfjwaIPFwEQhrF+9N5HGDduXPiZrPvfOtisNgwYIE0QeUJ0FY6S+XfRISzKHvlZyYe1cLSaGPkXjNZrEsclpef+zjvv4OulX6BzUUdwvOBPIdXh0cOH4rOlX2NniTA/9GB5Bd56fxFGDz87/PcXXHwBtm/djjnPzUFCQgJOP/N0+fk0jnIcec5QLPrsC2zctR9eDmiq2oclX36t/gcEqCivQEV5BVypLsXi7OzhZ+Obr7/B7t27QUBw8OBBvPXWWxg9ejQAYMKECfhi6Zf4Y8268N+89d5HaAkA7tZe7WsvvxjzX3gK5118BX5Y/kvk9LHiioo95KjbmeOBQMiOKu8Pxbir8z3IqyyXBUiHcs+YdiHa5Wbj1ltuRVVFVXgfd5Mbc1+aqx53o5g4cSKee+45VFZVockPMP5mfPu1sPZqx8IO+O3P/4ULyO9/WoGS3XvgCwoqt5IYSIAN6zdgyqVTMGHSBJx++unYsWOHyo0obw7NcdyyeSMAICPNpbjfqHPPxkv/eQPNzcLH5h+/+xHbtm3DmWeeCRBgzPlj8MqLr6Cmqib8TL747Ivw37MmFq+//jpOO+00nHXWWTh48GD4d2KxIpediTnKhvBEV34V9KjbNhotQ1VDyrF68ivOr31tyHiFI6Avv1LLc4xMzRLnqkbzK8C4WJHsuFr8/G8A7Xk8RtFTOCam25E2M0cymTj/unw0b25GUq/InBR7nh2d7heGsVj3aJtLpyWwMSyDooeK4Dvok5zPNcQFU6IJtlypsEvhnYVw/eDSdH4gdmAziZQMc6fmIrF7okSRy5xkRtFDRQi6gzGXCDHyRQwAEtNtSBkb6cVN7CF8iTYlmtTt8bP8+EYC24JmE1LGZsKWZ4OzU2SoDsMwMNlMMDlMkuEsrJUVfheUtyWeENR6tReONS2RYRyMKfK1VyxcYnKYJD2fwg6R/33ggQcwbtw4fPnlUniamzF4YP/WaxEKlVjXEFpzTgxrZcH4IutLms1mzH19LmZePhNffvUlCAg4P4dFixZJ5nyKCeVgIaEQZ4wptaxdEK4QD2dhbcLae5OmTsL0adNxUteTMGbcGFx40YV46aWX0L9vf+Tl5aGyshKFhYWqx/ZywJnnjsZ5Y37EaWcMRZfiIlTX1KLPKSfDbBba1Zlnn4k777sT48ePR177PAQCAXAch6deeAqmRBM69+yMXn174cz+ZyK/fT5uv+12mdoqwGDmVZfiyTlzccv1M8JbZ9x0B3aU7MFfm7Zgw+at2LZlM845awgeuncWeJ7HqpWrwr0YWe2yMGfuHNxxyx34z2v/wf59+zHkzCGYeetMmEzC8/nso88wecpkWK3S9m02sbCbY/QARRWOTgvQFGRgsrGydmVKMgEEYXvkZcSej3zIhSMgjOsW/ZkpwSSoDYvVP02MbH3TwsJCpCYnguMDqG4RehOFHm5gwnmjce1Vf6D36cPR9aTO2L5zFyaMHYVrp1+Jutb8zJXqwsjzRmLuS3Nx+123w2SLtOeQuqu4ByYWE88fg8Vf/4jBpwvtrKZW2s5ChOY8+vw+bNu6DUPOHILLp18Ok90kWWcPAMaMG4PVq1ZjxMgRKC4uxq6SXZgwYQJuuOEGAMDw4cPxj/vuxbDzL0KnwgLU1tXhwonjce75BDaTMKyUYYALx49FgtOJSZfNxFvzX8CAs0fAnGgGCUqHkYV7nBjI7MF4tY+9Dy2PEvoLtfdHplLc1fkezClUHv0jnwPswA9ffIQrb7oHA/sOREHHAjAMg6rKKsy8fqZEHAoQ4i5rY2Xxcfbs2di3bx/69BuAkzoXoaKyEnOffRQAcNW0yfjvm++hqNdgpKW64EpJQYf2+WgJCMsH2czCoFlTgiBEc80N1+DOm+/Ea/NfQ011DXr06CE9GdtqE7O0De7fvx9jzx8PnhA0NjZg9+7deOSBu9H1JOWeutkP3INJl1+Lgf0HITcvF7t37cZjzzyGbn27gTEzuOuBu3DgwAEM6jsIRZ2LUFlRicfnPB6xCcOAYRi8+OKLuP/++3HGGWfgk0Uf4uROuRKxomCMOssfJLCmWHTlV/Y8O7BZ/ZghtM5xTMp0IPHCdM35VcuuFrhqXfEvANoKR0BffpU5NhOJn8VfzztErHzXkRR5Z2jKr1QwoukBCDle9lX54X00+fmGE3+eJC0ej0H0FI7+IAHHEKREDcc0J5olEsYhnMWtL7s98a9Dz+RtW44NthzpPgzLILmPfOiEJc2ChJQE2XYltAY2QEjcle5ZbaiqZB+DYkVWh3yuoVKRqmaPEEbFihgzg5T+CsdloOjdjIVRXetQT+FoMQFBRpq8KV1DLLn8s846C3v37sXaP/9At445CJgTMfGiyeiUkwwzC8x//inktYuIMphMJvy4dBHy8/JQ6yF49LF/I7sw8vvp101HMBiUJE39B/bH6o2rsXP7TjAMg+IOxcjJjPzN/PnzkeQU5pwRArg5Fh999BG6d8oLF44Tzx+N01sFd0I8O+cZ5HXOl983Izzjx597HDNvnInyg+XIzslGelY6fvrjJ2xbtw1JziT07NkTe/fuld1bh/y8cA+ww8LgzZefweMP3oGq6hp061KMq2+YhazMyNCr6ddPx7SrpmHXzl2wWCwoKi4KzzMym81Y+sNSbNuyDfV19Tip8CRFO0w4bxQeeWoOVqz8HWecJswDveaqy3Gg1g1ChHUnTSzC57Varfj404/RrW9EDGjCxRNwzqhzsHXLVmRmZqKwU2H4dw31DVj88WJ8/+P3snPHKtiUCsfwY1ZoV9HS/NbMAty8ofUHnoFFVAxV1rlRcrAWYwc5YM9NwZ0boEpNkxdby2pxdm87CvJTMWsDC6Y1BNiyCqIuQvnactvl4scffwyLNAn3R8LLozz77weQkhSJiU//+yHcN+tmlOwuRYf2ecjIyBRUbkU12sNPPIwrZ1yJHj2liXvn4s74YMkH4efRrUc3vLvwXck+kydPxuBBA0AIUO8DnnjqafzzvjvQVC9vZ3ntcvDj0kVCURNgYHfZ0b59e2TnRoZmFXcvxgdLPpCc41+P/wu33nUr9m7bi1NOPgXZ2dKhXDffdCNun3kptu8sgSsjB7bkDDgtwODe3fDFh2+G9xs1/Gz8/sMXqKxuFTphoajmqBqDNCriiNfV7JSeh7Jw56sLAODfKz1WGtKAGtlhBJaJ/p8Hss3ZQDWA1nbGcQF0ypIrQqqJR7XLzcHb776FOm89du/ajcTERHTq3AkWi+AUIZuH7rl77+54Z9E7kmMnJCRg4cKF2L51Mxor9qJbl2IkJAj5QFpaKv5a9T02b92OpMRE5OQXYPnv61DUoR1SbAwunzIJZwwfHf4ocs0N12D8BeNRWloaFs9ZvWo1klOE9/0lV1wizIMWPfqJEyfi5JNPRkNdLUB45GUk4aSijkgWiS5dNmUSJpw3KmwPYk/Fxx99iLKDB1DbUofOxZ2RkBjxk4SEBLz65quorqrGvrJ9KO5SHJ5zeckVl8DfEJmc/dhjj2H8+PHwejwylVuPSvHoDxJMXuQBMUvf6XHzKw3oya94hiAlKpeKlV+lpKWAWRa/3R+u/IoxM5pzvLj5btQlGcmvAOOaHlaHWaZVETffjfE+OVGgxeMxht7CcfIiD4JmbV+Y9XC4Vb+0oCewHS6OhMotcPRV2FiGQWqcxemj10Wr8h36eVNSUtCnTy/4/AGYCTDu3CHhOY79WkU8QjAMgzNPPy384j/llFOEOZetdCzqqHgOs9mMrt0FefZoxdF+/fqhobYahATQ4CPwcAzGDBsiKVTy2uUir12u5O969+4tObcSHYs6Sq7JbDajZ8+eyEgVkvLiYuFre0NtNRiGwdAzTpMNHV702eeYNOE85LXLxcbNW/HZ0q/x8dv/lZzHbrej+8nyZTgAoSgN/U5JbRUQnutn772OQEDIoII80LHrKSgQz3EUwbIshgw5TXb/SclJGDBIPm+J4zi8/9n7yMpSETlSIFbhqJV7nnspcs2tKrfRNNRWh9ecU0JpKHd4rq8OHA4Hhg4dKtnGBfmwym3WKXL7paWlIi0tVVXlNrddLnKj2iUAJCYlYvDpg8M/J6ck49RTT5Xs0759eyQnOFDn9cPLAT9+8wUuufA8MB3k7czhcOCs009Dg4/ASxiwCj2a0ecMkZqWivS+6YrPHgASEpzo0r0n6r1CD1eKjQFjT8bpgwdJ9ivu3AnFnTuhwqt4mENGXDimOxi88eQc2T5G7A4otz2ldqdFdTgtPQ1p6XKRJiWbDzptEKAQo7OzsnBSXqpsu8ViQa+ePdASEIaqDu7fS7AHAxR0yIc9S/pyyMrJQlZOxKdDqs4AUFDY+lFFdP68vDzk5eWhpqoCqTZeUayooIPQwxNtD5Kfj/YJHeR/0EpGZgYyMqXPuKCwQBbzBg0ahJqqCvgDwbhiRaH86ssdHHJ6t22qrFcF2utnELs00s/fKb+Kx7GQ7x5v0DmPxxDBIK+7cPxyBwd7a68Z18Dh4MKDcG+RTlRuXNOI8kXlknH4QV59TL4eR2qq8cJXGXlDEEJQ/U01qr+plszD8FX6cPC9g/DskUv1K6E1sBGeoHxRORrXSAUm3FvcOLjwILiGyCdFwhFULq5EU53CjHile9MR2OpW1KFycaVkHL6aPZob5GJBsVCzh69Z+rnUs8eDg+8dhL/WL9kemocRC7OJ1VU4sgwAAvAeXjqvpXUbCUSp03FEvm8rgSAvFWNRIXpBbUCwf2jRbMm+fkGsJ3o+otpcXz2FSpOPSOexkVZxIH+UQE2w9dpU5iBFo1SobNqyDfld+6HvGSMwYOgY3HLddIwafrZsDg4gzD/Rao9oOrTPR1GnQpmqakx7KLQrJXukZ6Sj60ldNT8HPYVjuF1FzX9Tsode1OYAh+f4huBbn7EWe4hh9C2PkhFq8yrtKpY9lK6BC/LhQmXHduV2JtxvxB7h4jWen2t89KFCJVw4xohBXk4+f1TVzxXsoUZ0oRLLHnr8XEvcDR9DQ+EY3leHnyvNt42FVnvoirtRCGJF6r9XtEfoXaPBz+PFXULiL48izq8+udgBs4nVl195gqgtV54GY2T5IGtrB8GRzq8AoLnepyu/qltRp+kaDld+1bimUfXZK6HVHqH8Sku+G/Cf+PMeac/jMcSWvVW6C8dPLnbglhLhbVf1VRVqvq5Bw+8N6DpH6GkhPMHeuXsBXlChCy2o6q6VK2EB+gNbcxOB/+NKtL++PQDAs8uD8vcFFT1nsTM8J6RyUSUaVjegZVcLih4oinlcPYHN4w6g+ot6gAV6/LdHeFjRvlf3gavjwIBBzhRhmGLj2kZUfloJZ8/4Q0v0BLZAXQD7X9sPALDl2cLDSNXsUbm3Mu75Q8SyR3OdD4l1gnQ2ABx4+wA8JR7UJtQCraMsw8kchGF9ikO74qBYOEKQmiecMJQuNM+Q97cmTD7A7IqEl2CzoPXOWxWSKQOFo9UEIBBJmBhOWBhc2BlhpVHGxISHWvE+Hgwvv/8gz8Oro3Bs8guKn+HL54iQMAFgzWxEbbZFSK4YnolIt6skVWqFyr/uvxM3X3s1dpeWoahjAVJTXWGxIr45KJEKDyteqtjDpCBBL30O2gvHcDIHabuKZQ8tbU9vj2OoXQEIS6Sr2UMPscSjCC+cQ9yueB8P+KFuD4WLsJhYmFj14kLNHkrtSs3PQ/bgLfLziMWKlNoZILdHU+stxfNzQGQPlSSe53nU+7UXjrUeIh2aHMPPleyhhJ7CkRAC3ivcSzw/F9sDcZYC1VM4AvH9XGwPPcJ4egp5PXFXTmyxIiV7CArirc8+jp9L7KEwKstsYmE1qT+X6Pxq7EkW3FKiL7+qW1EHe6Xc8PuqGjBnuf7lg75lBZvqya+UlsoA9OVX22uCcNdzqJjboDm/AoDEk2OPpNKTX/Ecryu/2jt3L9ge2oK+nnw3lF9xDVzcfFdP8Xq8QnsejyFafAHdhePYkyLZVVKvJJhTzXCd5gpvY1gGrlNdsGRYkNgt4tD2ROXApveLmNlsQnK/yLh7W64Njk4OODo5JGPCk/snw+yKPy5db2DjGAJLhgWuU12S+Siu01wwp5qR2Ctyz45ODtja2eBMil086hpKQYRJ44knJwrHFgkoqNkjwaVtLkC8wGaxmyRrK6UMSoHZZZZMaGdMjOSfXtQKR0AQtAgJI4S3mRlhW9S8L9bKqs4/MptY/YVj6LgWVj7PjBFdh+ieGQujmLcEeaKrcEyySocPMiYm8hzEl2EVfmZFok5K5+cJialym56ehv59e4ULx5oWQS1ILIYUPp9Ge8ifgY4eRyIo9iq1q1j2iLVcBGBsqGq4XVni20Mr8VSHGUa5XWmxR9SRVK8hlj2U2pWan4ftoeJ34kJF3M6AOHNO4/m52B4qdud4fYWj3QzpfnH8PNoe8vNrLxzDNZhGP5fYIsa96S0cw+fTGncZbSmensIR0Bd3tRLTHgw0+7li3BUfKsbNBfi2ya8SuyXCbJUbs6yywdDyQaH705NfKYnCuT0+XfnV2W+2gDWxuvKrxJMTY66prXdqlo8L6sqvXKe6FJ99NHqHqobyKy35rtb5nscztOfxGKJ7QSYG5ql3+ccqHAEhYIW+wIjJn5kv22azy53FSGD7lk2EUxywnCYUPSTvWUwZmBK3cHR7fBj+ub7AZuroQpdn5Iv/5lyUg5yLciTbrOlWFD9WjKxl6nOv9AY2j5+D08yE1wASo2aPrPbx535pCWxJGXZJApExIgMZIzKQZBMpjjGIfBnWSazCERACtTlqMWTGxITXlhPDOliwDkENNZpYL/NYhSMgJAqyFwWjrDTJmBmwQXlCYWb1FY5JNgYt4rlXLJTv2caGewZiYUisiGXARC1GrLSWpsQeKnNU9RaOtR4CMIxiu4plD7U5l4DxOY6hdiXdqGwPLWhZroZhGclnV8bMKPZwSeyhXTU/rj0U25WKn4fsoeR3RsWKgPh+Hn1tSphYBilW7YVjqp1Bpfg+Yvh5vB5HsViR1qHDYFXuOZ49VPxO11DV1pHSDDT4edT2eOgtHAF9cVcL8Qp5hmFgTok6tpa4q2NePgFw57e+Nsmv7O3tyOoqf8+3z0rBA2c2xLyOWCrQevIrpffq5tIqXflVio2BLT8RCTOlYlex8qtYGJmaFTQn6sqv8mfmx8zxAH2FY6B1SZ1QfiVGzR6JKdqVZo9XaM/jMUSiQ70Rxysc2wIhsBn7ItYWGAlszhgqqXoxJFakY1iQVg518nYQQRAQ3fNdxMQrHI8E8QrHtiKkTqpGdOHY5udnGF2FY5qjLa+B6C4cA8HYBb/uK2gDcZy2QM86p4cLXUOHDxNHyh4mNvY868NpD7FYkdY5p23Z5gF9hWODj0TWEWpDjBSObY2eHuDDBc8TeAIEy/f4D1t+BQD5mbE/oOtZPsgITptFV371wxXONm33RqZm2dswxwOMiBXp+PL3N4L2PB4HxC0cifAlNdrJCU9kw5ViiVYcSmALiUgono+Rv3iVFqp32iz4WGdgG7JCwz2rXJsYo2JFOb3k+6nes8K1RWPki1j0cSv9lWjmmlF5oBLpWekwW6RuzgbY8MLxIXx+Pzx86yK3rQtDm02Aw8LAJ9XfiZzfzyDmysoKxDt3CL41YeJaF3AOcnI59cN5/hDNfoLmAJBgAcxg4PEZP7fa+YNBLuYLSskebXXvzR4fgsEgXHYGgQCgNs0/2h6NbfjsKz0BeDmhMGd4hJ+xEs1+Aj/PgNGZYSqdO3R+D8/BFwQavMIag3aGgVelzQOHr90FeaDeR0AIVO3Rlu1Oqd0TAjT5iao92ure1c4f/p2KPdrq/P5AAMkWHrF0LaLt0dCGz77F44WfCyLFzoAEAbU15cX2MJlZwKt98Xm1c4eeu4cTPozZzYAVsdu8Lwj4A2gTvxPbneOF2MYwgMvGqNrjcLZ7nifYW9WIBncL5gxpxJhChcJRIW2KlV9pXR5GTMzCkcQ4n0quoUS3DplIsqlrLkTnVzmJUnvrya+UcjwjU7NCmh6SezsC+VXIHrm95NOc4uW7fwdo8XiMo6XHsf5gM/b/owFF/yoKz/OoWFSBqqVVyL0sF+nD0gEAXCOHnQ/tBBjIut/jEa9w3P3Ebnh2edDx7o7htY5adrRg91O74ejkQMd7O4adfd+r+9DsliuOGglsvEjtreb7Ghx85yAyx2Yie5IwzIL38yj5VwkC9QEUPVQkW5snhFGxost+9gJrGsPj4H3lPpQ8XAKLy6JqjywoD6kwIt/NrGnE3rl74TrVFR4+w/EcrrvzOtx04U0YcNqA8NwHwhPwfh4mkwnVCdWS43lbmmFngwgSoDlAYGKEHodq2ZkjNHFMeM5LWLhAtFg4CQrnYy1seHgtwzGodiqfO/x3EL6IBwlBgoVBvUowbgoAjGi4GB8QFBZZKxsZrkWAoC8IhmHA2lhN5w/hCwJejsBuZmCLahJNHANChN5dk80UfmGE7pkxM5I5N7xfUP8zm82azw9A1R6hZ084Aj7AS+8ZyvZAADK7N7ub4DAR1MV44SnZQ2z7ULtiWOk8zGh7KD37lmY3AlwQDguDhjh5acgerIkBHySSdgUIQilq9jCZ5W0eEJ69CUF4OAIzy8BhBmLJWQUJ0BIEGAsraVfhZ6ViD+InqE5UtzsPoCUgFCoJFkbVHrI239quWCsbTmSU7KHV77ycEOPU7NEYEHaM5+dAxB5KbV7p/CECPFTt0cQxIAyJ6+fha+MIwEP27D0tzXCo+BygbA9Jm4/j52J7KD37ZncTrCyJ2eaj7eENts4djuPnYnuwYBXtziIIT4DAahJ6PSvULyNsD4ZlwLcm6LH8PHTxQV8QJtak2u751tjGMIDTwiCWxIjkXRPDz6PtoRTzxO2OAPAECBrcLWC+n40xhcrVa0NlC+x+XnN+1Xl25xh3Iydej2NTtQe7r92sOb+q/60eiWPkQydNMYr/eIWjnvyqcU0jmjfIczwjU7Ou28ghVL5pya9C9ojGqFjRB+U+7Ht1Xzi/0pLvZvXXvizV8coxUTyWlZWhoqICJ510EpKT5YuettXfHG9oHarK84DvgA+8JxLcmnc0AwTw7PQAw4T9AnUBcPWtX/wC2rvi4w6lIILqFAkQeMo8YWfylLVu2+WJTNgA0Ly9Ga5cl+w8RgKbWCrcUyKcp3lHJGjxHh6+A8Knc99Bn2rxaFSsiCwPomV3S6R4POgD38LD1xLDHh3lxzYS2Nr1dqJldwvAC880DAH2rN6DO1feia4zu6L90PZgwaJ+dT2qllQhv0s+vlr0leSYT99xOUYlbcPMz1vQOc2EV8bakRBDZGVPPY9Za8xIuzwb3oNelM0tAwC0v7E97LmCGFPFogo0rmuEo6MD+dOFwJvySwoWPL1Adu67inYIz8lPcN1SL3bWBvHq+U50zVJvE0M+4ZF1U7vwS3PPs3sQqAsg9axUZAxvVRXe6sbBdw4CADre2xFZG7Lw3yek6ySKzx9i/ho/Xlrtx00Drbi2n1V27lHLrdi/WUh3ci/NRWJX4UVdvawadcvrYEm1oPCOQgDCy6bk4RKQAEGP03tg4byFcc8PABsqeVV7jP7FBsfkNOx7bR88uz1I7p0cfqGr2QOfAZ8s+ERyjkdunoYHu+1SeLoCavY491sWyVcJ5wu1K8bCoOihIlV7pK1Kkz37SycMx4Ud6jCxa+xhYmJ7vF9uQ83eJkm74twcdj+xG4CyPTp074ClHyyVHffB6yZj6W+bcUYHM54ZYYMlxpfrkD3shcmwDEyQtCtzovAqVbMHv4zH1x9/LTleyO7VLTymL/HC7Sd4bZwDhS71Nn/6pzyybsoDIG1XmeMy4RroAqBsD6VnL253PCF49Gc/PtocwOyzbar2GPIxj8bKlrh+LrbHKUNPwbsvvis7llK7/7mUw23feFXtMfoXGyr2Ncb1c7E90ixpqs9eCTV7DP/ejKTLM4V94vi52B7Wr60yn3/wusl45JS9iucHlO0x5GMeaGeO6+die5zS/RSZ3e+9ZhK+/G0bLupuwT/OtMYcGim2xybWiYqSxrh+DkTskXdSnuKzvyh9G6Yv8SDRyuC1cXZkONXbfHULj2tWCe+aeH4ebQ/vO17Fd91dRTsQ4Anu/NaH5Xv8rT2O6t3QwdblUbTmV4E67Us1aBmqyvl5XfkVeMAXawhHFPEKR0BfftWyuwWJRF68GpmaFRQtxaIpvxqmfHyjYkUL/8vL8qu4+W7/mKc4ITiqxaPX68W0adPw1VdfoaCgAKWlpXjyySdx8803t+nfHI/omeOYkGpDytQMiUhA/ox8NK5plChROQocaH+jIDFsq9c2l05LYGNYBh3v7ghPmQepZ6aGt4f+39HeIeneL7i1ACm/xB4iKyZWYDOJvoDmTMmBvYNdooZlTjGj4I4CcPUcknolQQ2jYkVOlxUpYzPD+yX1SkLe9DyYXWZ1e/wuP74xsSIzksemw5xslii9ie3BDGBwwHcAAMD34NFS04JAUwAOh0Ny3H1792D4dxtwcpYJC8Y7keRjVMUGttcEce6bLQh2dKHFFwDSAP8oYcxTdVp1+O+4szg0W5ph6mfCPt8+4TnW+2Xnrq86CEfWbjT5CMaLhw47TIDKkpz+IMH+OhYBv2jdp/Ecmrc0wzrACq9PULQhBQTeoV6YXWaUW8rB1/Cq5w8h7gG+7SSb4jXsq7AjOMEBrp5DXUEd6n31AIDggCCavc1I7JYYvmcA4C/k4SnzoCnQFPf8gFR1WMkeZQfscPpa4B/pR/OaZlhOs0TOp2KPdKTLzu1tqISjSXruELHsUV5nR6NPSJBC7crR3oH9/v3hv4+2h79GbntH0I1L8vap2hmQ2+OF7TZ4B5gk7QoWgJvAqdrD75OfGwBWrlmPruwBvHSqA9Zm9SRabI+D1elwFmRK2lXoGavZI8GUoGj3BmcJRr7ZggYfwY9XOHGSSb3NN/kI9tWx8PsibT7Urhp7NMLtE5ZfUrKH0rMPtTueENy41Iv5awL47zg7Lsmzql5DVZMZzKiEuH4utke9t17x2Ue3+6XbA7jgQw/GFJtV7VF2wA52fHJcP5fY47tmTT4HAOVuXtUeB6vtaPAJB47n52J7ZAYyZefnW2pV/U7NHhX1JiRPzY7r52J7lK8rl5179doNONdVjn/3sYN1q7f5aHt0+8YBzxBTXD8HIvbwV8nb3cF9ZTj3nY1IsTH45AoncoKsansL2aM2N1l418Tx82h7JNuSFW1vSt+FS0Tvc8Whqq3whMCWEuN93oo4v3IUOIDtqocMo3WOY1KGHfZzkjXnV+4tbqQQbTmWlsIR0JdfZY7NhPOz+EuihYiV79qTpIq3cfMrFYyKFTldVmRMzQ3voynf3XPij109qsXj7NmzsXr1apSUlCA3NxefffYZJk6ciIEDB2LQoEFt9jfHG3oKR54QwAIk9ZQWRtZMKzJGyYempgxoDSjL4l+HnsnbzmJn+AtMCNbMKg4hsLe3IyWjbQMb0LrOksI9Rz8bJYyKFdkTLZL18xiWQeoZqbJjqNkjhJHAVvy1sHaf0hDkWPawL5Mv02JErMgrmsgeblci1OyhhBGxIpilXzbt7e2wt5fem5o91NAzdFipXcWzB7Ms/ktFz3I1cf1cfG0Ka56pEdceokuK5efR9ogmKzW2Kp2SPVgTo9nPQ/awLVO2ZWqiHR8Md8AaYz5VtD16/6Dfz5Wk2/1cEMPEhUq6un1C9oBLeo964q4S0YXK1X3kvewSLIysbcWLu1ravLhQ+WBSbHvo8XNrplXzu6bczce2h+iS9MRdPYIjsexhT7LI1EWNxN3s1ETMPSf2+1zRHgw0+3nIHs5l8gJic2mFpve52B4Om6iA0BF37U55/OGJvvzqxqVe8CbpfeiJu2roEscxM7JnHy/umpbFj/eHK78yOUya/S5evisujI3mV4BxTQ97okXWvuPG3T0xT3VCcFTVVhcsWIAZM2YgN1eo6idMmICTTz4ZCxYsaNO/OZ7QWzjeuFSYeN/WHG7VLy3oCWyHiyOhcgv8vVXYjIoVHU0VtsBh8DlAX+F4uNC1zulh5FBVh7VQnJ+hq3BsS3ts3lOpq3DcWBmEQ8P6ZVohBLoKx3//7INPx3QHregpHA+HujWgoXA8Augu5A3SMSdNf+HYhphYVlfh+OMVTrBtKPe9Y1+1rvxq/poA7G3od4C+9/nS7QF4fW3vd3+n/Coex0K+e7xx1HoeDxw4gIqKCvTr10+yfeDAgVi7dm2b/Q0A+Hw++HyRMV8NDUIPT2Njo9HLPyx4/AFc8EELvi0J4t0L7DijwIxG0RAlMTwhuOMbL15fxyGvF4ugJ4igJ4j6VfVIPCkRtvxIsuUp8cCzzwPXEBfYVu33gD8gu39fgEOjj+Dt9X7c9JUPV/c24/FzbXD7AUW5MQBNtV6YKnySL6KN/xOOm9w3MryBa+TQsLoBSb2TYM2wggtwqucHgJ21QYx9rwXJVgaLpzjgtDCKz4LneFR9XQVHvgOOosjwFN8+H9zb3XANdoV7BglP0PBbA+y19pjnDuEPElz5mSemPfggj6AnCPcmN7gGDimnpoS/lKnZw93g1nT+EGr28DUHYBPJ9Pmr/Wha14SUgSkx7aH07DvlpoKgQvUalOzhbwmg+esqSbviOR71v9ar2iOFpMjOvWF3BTZUBPHZFCe6ZrCq1xBtj7t3A74Kn6RdhVCzR215reKzf+AHLx5d4cc/zrDilkFW1WsABHs0twCJnojabcNvDTCnmJHYI9KTpmSPWO3+zwNBTFjYgm6ZLD6c5AABVK/DXecDdrTE9XOxPdICaXHbXZOP4IIPW7Clio9pDz7Io+5XYZh3LD8PX+8mN6yVVs3t/qlffar2CPkcENvPxfZQeu6A8BFA7Rmr2cPTGIC1mYvr52J7qNn986kO5CSqt/loe0zfJMyt0eLngMgewSTZ+bfvq8KXawJ4abQNk7pbYrb5kD3aneJE0BOM6+diewQC8ndN6P4/2uTHtE+8GFFkwn/Ot8PLCaJISvx5IIgmN+AUxTwtcTfeu6bCzeO891rQ6CdYeolT1R48x6Pm+xpNfg5E7KHF78TvczV7hNp9PD8X26O5qVl2bj+n/q75ZmdA1R5iv4vl52J7KD37znlpcFqqVK9ByR4BD4fKpZVx/RyQ2kPp/FUNLXhnovb86qXRNjxTycBf69ecX/Ecj7qKOkW7z13t05xfheyR1t0efvZa8isg9rtGa34FAC0NPvAb3Zrzq5A94vmdlvwKENpdw58NmvMrT4kHlgqL5ndNvHw31O615leAMN/0WKsvQtdzKEu4SSBHiQ0bNhAAZOXKlZLtd911F+ncuXOb/Q0hhPzzn/8kEFoD/Uf/0X/0H/1H/9F/9B/9R//Rf/Tf3+pfWVnZoRdwhJCj1vNosQjd016vV7Ld4/HAalUermHkbwDgvvvuw6xZs8I/8zyP2tpapKent/nCv3ppbGxE+/btUVZWdsKqxlKOPWi7oxwNaLujHC1o26McDWi7oxwNotsdIQRNTU1o165dmxz/qBWP7du3B8uy2L9/v2T7/v370aFDhzb7GwCw2Wyw2aRzZlwul7ELP0wkJyfTwEI54tB2Rzka0HZHOVrQtkc5GtB2RzkaiNtdSkpKmx33qAnmOJ1OnHbaaViyZEl4W3NzM7777jsMHz48vG3nzp3h+Yxa/4ZCoVAoFAqFQqFQKG3LUVVb/fe//43PPvsM9913H5YsWYIJEyYgKysLM2fODO/zxBNP4LLLLtP1NxQKhUKhUCgUCoVCaVuOavF41lln4ccff0RpaSleeOEF9OjRA7/88gsSEyPKWcXFxejbt6+uvzmesNls+Oc//ykbVkuhHE5ou6McDWi7oxwtaNujHA1ou6McDQ53u2MIaSvdVgqFQqFQKBQKhUKhnKgc1Z5HCoVCoVAoFAqFQqEcH9DikUKhUCgUCoVCoVAocaHFI4VCoVAoFAqFQqFQ4nLU1nmkAC0tLdiyZQtcLheKioqO9uVQTjDKy8uxc+dO2fbTTz9dtq26uhq7d+9Ghw4dkJ2dfSQuj3KCsX//fuzevRu9evVCUlKS4j6lpaWoqqpCly5dDmkfCiWE2+3G+vXr0aFDB7Rv317yu6qqKmzbtk32N4MHD4bJZJJsq62tRUlJCfLz85Gbm3tYr5ly/FNbW4vS0lIUFBQgLS1NcR+fz4dNmzYhISEBXbp0MbwPhRLC4/Fg+/btSEtLk8U7AFi7di2am5sl23JzcxVrjC1btsDr9eLkk0+GxWLRdyGEclRYuHAhSU5OJsXFxSQpKYmcddZZpLa29mhfFuUEYt68ecRut5MhQ4ZI/nEcJ9nvnnvuITabjXTv3p3YbDZyww03EJ7nj9JVU443fvvtNzJ+/HiSkZFBAJBVq1bJ9mlubibnnXcecTqdpGvXrsTpdJL58+fr3odCCbF//35y4403ktzcXGK1Wskjjzwi2+ftt98mFotFFgObmpok+82ePVsSA6+88kpZnKRQCCFk3bp1ZMSIESQtLY307t2bOJ1OMmXKFNLc3CzZ78svvyTp6emkU6dOJDU1lfTr148cOHBA9z4UCiGE1NTUkJkzZxKXy0V69epFMjIySL9+/ciWLVsk+/Xo0YN07NhREu+efvppyT579uwhp5xyCsnIyCCFhYUkOzub/Pjjj7quhxaPR4Fdu3YRq9VKXn75ZUIIIQ0NDaR79+7ksssuO8pXRjmRmDdvHikqKoq5z8KFC4nNZiOrV68mhBCyYcMGkpCQQJN2imb+85//kE8++YRs2bJFtXi87bbbSGFhIamoqCCEEPL+++8ThmHI2rVrde1DoYT4+eefyf/93/+R+vp6UlBQoFo8ZmdnxzzOF198QcxmM/n5558JIYRs376duFwu8uyzzx6W66Yc33z00Ufk22+/Df9cVlZG8vLyyO233x7eVlVVRZKSksjDDz9MCCHE4/GQU089lYwePVrXPhRKiL/++ovMnz+f+Hw+QojQXsaOHUt69uwp2a9Hjx5kzpw5MY91+umnk3POOYf4/X5CCCF33HEHSU9PJw0NDZqvhxaPR4GHH36YZGVlkWAwGN72yiuvEJvNRtxu91G8MsqJxLx580jHjh3JX3/9RTZt2hQOOmJGjBhBJkyYINl26aWXkkGDBh2py6ScIOzYsUOxeAwGgyQ1NZU88cQTku3FxcXk1ltv1bwPhaJGrOIxKyuLbNy4kWzcuJF4vV7ZPhdccAE599xzJduuu+460qNHj8N2vZQTi+uuu44MGDAg/PPLL79MnE6npDdy0aJFhGGYcM+iln0olFgsWrSIAJAUfT169CAPPfQQWb16tWI72r59OwFAvvvuu/C26upqYjabydtvv6353FQw5yiwdu1a9OnTBywbefwDBw6Ez+fD5s2bj+KVUU409uzZg4suughjxoxBRkYG5s6dK/n92rVr0a9fP8m2gQMHYt26dSB0CVhKG7Bnzx7U1dXJ2tmAAQOwdu1azftQKEaorKzExIkTcf755yMtLQ3PPPOM5PdqMXDLli3w+XxH8lIpxyGEEKxZswadO3cOb1u7di26desGp9MZ3jZw4EAQQrBu3TrN+1Aosfjjjz+QmZmJ5ORkyfZnn30W11xzDU466SQMGjQIW7duDf8u9D4Vx7z09HR06tRJ17uWFo9HgdraWqSnp0u2hX6ura09GpdEOQHp1q0bNm/ejK1bt2LPnj2YO3cubrrpJnz11VfhfdTaos/nQ0tLy5G+ZMoJSCimKbWz0O+07EOh6KWoqAh//fUXtm/fjl27duGtt97C3XffjY8++ii8j1oM5Hke9fX1R/iKKccbzz77LNavX4+77747vE1LjkfzQMqh8Pvvv+P555/Hgw8+KNl+1113oaamBuvWrcO+ffuQkpKCCy64AH6/H4DQtkwmE1JSUiR/p/ddS4vHo4DFYoHX65Vs83g8AACr1Xo0LolyAnLWWWeha9eu4Z8vu+wyDBkyBAsXLgxvo22RcrgJqbgptbNQG9OyD4Wil8GDB6Nnz57hny+88EKMGDGCxkBKm/D222/j/vvvx5tvvonevXuHt2tpU7TdUYyyadMmnHfeebjyyitx8803S353xRVXwGazAQBSUlLw1FNPYcuWLVi/fj0Aod0Fg0EEAgHJ3+l919Li8ShQUFCA/fv3S7aFfu7QocPRuCTK34Ts7GxJ21Nrizk5OfqlmykUBQoKCgBAsZ2F4p2WfSiUtkBrDExKSkJqauqRvjzKccK7776L6dOnY8GCBZgyZYrkd1pyPJoHUoywefNmDBs2DBMnTsS8efPi7h9aei3UtkLv2gMHDkj2O3DggK52R4vHo8Dw4cPx559/4uDBg+FtixcvRseOHel6j5Q2I3qtH7fbjVWrVuHkk08Obxs+fDiWLl0KnufD25YsWYLhw4cfseuknNi4XC70798fS5YsCW9raGjATz/9FG5nWvahUPQSHQO9Xi9WrFghi4FfffUVOI4Lb1u8eDHOPffcI3adlOOL999/H1dffTVef/11TJs2Tfb74cOHo6SkRKJhsXjxYqSlpaFv376a96FQxGzZsgXDhg3DuHHjMH/+fDAMI/l9S0uLTKvi22+/BQD06NEDgDAaIyEhQfKuXbVqFSorK3W9a81Gb4JinEmTJuHZZ5/F+PHjcd9992Hbtm14+eWX8e677x7tS6OcQEyYMAGnnXYaBg4ciKamJjz//PNgGAZ33nlneJ+7774b77//Pi699FJMnToVn332GbZv307bIkUz5eXl2LlzZ/jL5l9//QWO41BYWIj8/HwAwGOPPYYxY8agsLAQ/fr1w5w5c9ChQwdcddVV4eNo2YdCCeH1evHnn38CEBZa37t3L3755Re4XK5wcTh16lScfPLJGDx4MLxeL1588UW43W7cd9994ePcdttteOONNzB58mRceeWV+Oqrr/DHH39g1apVR+W+KMc2S5YswWWXXYaZM2eisLAQv/zyCwDAZrNhwIABAIBzzjkHI0aMwEUXXYTZs2fjwIEDePTRRzFnzpzwiB4t+1AoIUpLSzFs2DAUFBTg8ssvx6+//hr+Xb9+/eBwOLB+/XrcdddduPLKK9GhQwf8+eefePzxx3H99dejuLgYAJCQkICHHnoI999/P6xWK1JTU/GPf/wDEydOxMCBAzVfD0OopOJRoaGhAU899RR+//13uFwuTJ8+HaNHjz7al0U5gXC73Zg3bx5WrFgBi8WCvn374uabb5Ypc+3cuRNPPfUUSkpKUFBQgDvuuCP8lYpCicfixYvx9NNPy7Zff/31kq/yy5cvx7x581BVVYXevXvj3nvvRWZmpuRvtOxDoQDCMKzJkyfLtg8YMABz5swBIMzjeeWVV7B8+XIwDINevXrhlltuQVpamuRvSktL8eSTT2Lbtm3Iz8/Hbbfdhj59+hyR+6AcX8yZMwcff/yxbHtWVhY++eST8M8tLS147rnn8PPPP8PpdGLatGm46KKLJH+jZR8KBQBWrFgh+egl5r333gsPOV27di3+85//YOfOncjPz8cFF1yA8847T/Y37777Lj744AP4fD4MGzYMt912W3iupBZo8UihUCgUCoVCoVAolLjQOY8UCoVCoVAoFAqFQokLLR4pFAqFQqFQKBQKhRIXWjxSKBQKhUKhUCgUCiUutHikUCgUCoVCoVAoFEpcaPFIoVAoFAqFQqFQKJS40OKRQqFQKBQKhUKhUChxocUjhUKhUCgUCoVCoVDiQotHCoVCoRiipKQES5cuPex/c6SOu23bNnzzzTdtdEXHBofreR+u85SWlmLJkiVtcEUUCoVCORzQ4pFCoVAohli2bBluvfXWw/43R+q4n3/+Oe655542uqIjz44dO/Dll19Kth2u5x1NW51nxYoVuOGGG9rgiigUCoVyOKDFI4VCoVAM0blzZ5x33nmH/W8o2vjmm28wa9YsybYj9bypXSkUCuXvgfloXwCFQqFQjj7r1q3Drl27kJeXh4EDB4JhmPDvtm3bhj179uDss8/GqlWrUFFRgUmTJqFjx44YPny45DjBYBArV65Ec3MzevXqBb/fj/Xr12PcuHEAIPub0LHPOeccrF+/HuXl5ejTpw/atWsX3mf//v1YsWIFAMDpdKJr16446aST2vw+Q/j9fqxbtw7l5eUYPHgwMjMzJb+vqqrC//73P9hsNvTv3x+JiYmS3+/evRt//fUXMjIy0LdvXzgcjpjPcujQofjhhx8wYcIE2O328L6VlZXh7TU1NTGfwd69e/G///0PTU1NWLhwIQCgb9++ijaK9xy02CQaI3YFAJ7nsXLlSrjdbvTq1Uv1+GrPtL6+Hl9//TXOOuss5ObmhvdfsmQJ2rVrh/79+6sek0KhUCj6ocUjhUKh/I3x+/244IILsGrVKgwaNAjr1q1Dhw4d8NVXXyE1NRWAMJzzhRdeQGZmJpKTk5GTk4OJEydi2bJleOaZZzB27FgAQHNzM0aMGIGdO3eiX79++Ouvv9CtWzds2bIlXDxG/03o2Dk5OUhKSgLHcfjzzz/x6aefYuTIkQCAgwcP4rPPPgMAuN1u/Prrr5g4cSJef/31Nr1PAKipqcGAAQOQkpICn8+HTZs2YdGiRRg1ahQA4MMPP8SMGTPQv39/mM1m7N69G6+99hrOPPNM8DyPG2+8ER999BFOPfVUVFRUoLq6Gp9++il69+6t+ixHjhyJGTNmwGw2Y9KkSeFrmT9/Pt555x1MmTIl7jPYv38/1q9fj6ampvB+KSkpKC0tlTxvPfaOZZNojNjV4/Fg9OjR2LJli6S9iIn3TF0uF95++228/PLL+PHHH2EymfDWW2/h+uuvx5o1azS3DwqFQqFohFAoFArlb8szzzxDsrOzyf79+wkhhNTX15OuXbuSm2++ObzP008/TQCQ999/X/K38+bNI0VFReGfH3vsMZKfn08qKysJIYRUVlaS/Px8kpeXp/o3oWN/8cUX4W033XQTGThwoOo1Hzx4kGRmZkr+Jvq4h3KfL774YnjbPffcQzp06EB8Ph8hhJCTTz6ZPPfcc+HfV1VVkZ9//pkQQsj//d//ka5du5K6urrw7x944AHSq1cv2Tmin+W0adPIhAkTJNu6du1KZs+erfkZvPjii6RLly6S/aKfi57noMcmRuz65JNPStpLRUUFadeunaS9aHmmFRUVJCsrizzyyCOkpKSEJCUlkXnz5qleK4VCoVCMQ+c8UigUyt+YhQsX4oorrggPJ0xJScFNN90UHvoYIjMzE1OmTIl5rEWLFuHKK68MD/PMzMzElVdeGfca2rdvH+6xAoChQ4di27Ztkn38fj9WrlyJjz/+GD/99BPy8/OxevVqLbcIQPt9JiUl4brrrgv/fM8992Dv3r1YtWoVAMDhcGDbtm3w+XwAgIyMDJxxxhkAgAULFqBXr1747rvv8NFHH+HDDz9ESkoK1q9fj7q6uvAxlZ7lpZdeii+//DK835o1a7B161ZMmzatzZ6BnuegxSbxiHeMDz/8UNJesrKyZO1FyzPNysrCggUL8PDDD+O8887D2WefLbEhhUKhUNoOOmyVQqFQ/saUlpaiU6dOkm1FRUWoqqpCS0sLnE4nAEjmk6lRVlaGwsJCybbon5VIS0uT/Gyz2eD1esM/r1mzBuPGjUNSUhKKi4uRkJCAqqoqVFZWxj12CK33mZeXB7M58mpMTU0ND/8EgHnz5mHmzJnIzMzEkCFDMH78eEyfPh0WiwV79uyB2WzGokWLJOeZPHkyPB5PeFio0rMcPnw4UlNTsWjRIlxzzTV49913MXjwYBQVFbXZM9DzHOLZRAvxjrF3715Z++jYsaPkZ63PdMyYMRgwYABWrlyJL774Qtd1UigUCkU7tHikUCiUvzEZGRmora2VbKutrUVCQkK4kACgKCwTTVpaGurr6yXbxD1uRrnvvvtw3nnnYf78+eFtQ4cOBSFE8zG03mf09XIcB7fbjYyMDABAv379sGbNGuzfvx/fffcdZs+ejdWrV+P1119HcnIyRo0ahYcffjjmtSg9S5PJhMmTJ+Pdd9/F9OnTsXDhQjzwwANt+gwA7c/hSJCeni573tE/a32mH3/8MdasWYOioiI8/PDDeOONN9r6cikUCoUCulQHhUKh/K05/fTT8emnn0qKkI8++ghDhgzRfawhQ4Zg8eLFkm1tseB7eXk5unTpEv65rKxM93BNrfdZUVGB3377Lfzz4sWLYbFY0K9fPwCCMA0g9FBeccUVuP7668P7jxo1Cm+99RZaWlokxwz9TTymTZuGn3/+GW+88Qaqq6sxefLk8O+0PIPExMS4vYNtae9D5fTTTw+L+wAAIQSffvqpZB8tz3T//v2YOXMmHn/8cXz88cd4//338dFHHx3Wa6dQKJS/K7TnkUKhUP7G/POf/0SfPn1w/vnnY/z48Vi+fDmWLVuGX375Rfex7r//fvTt2xeTJk3CyJEj8c0332DLli2S5SeMMGHCBDzxxBNgWeF75//93//BZrPpOobW+0xKSsKUKVNwyy23wOfz4YknnsAdd9yB7OxsAMDYsWPRv39/DBw4EG63G88//zxmzJgBAHjkkUfw008/YeDAgbj66qtht9uxatUqlJeXY9myZXGvceDAgejcuTNuvfVWjBo1Cunp6bqeQb9+/VBWVoYnnngChYWF6Nu3r+HncCT4xz/+gd69e+OCCy7AqFGj8NVXX2HHjh2S+4r3TAkhuOKKK9C3b1/cdtttYBgGjz32GK699loMHjwY+fn5R/y+KBQK5USGFo8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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Bar chart of mean usage by index position, binned for readability.\n", "n_bins = 24\n", "edges = np.linspace(0, n, n_bins + 1).astype(int)\n", "centers = (edges[:-1] + edges[1:]) / 2\n", "width = (n / n_bins) * 0.42\n", "mb_binned = np.array([mb_usage[a:b].mean() for a, b in zip(edges[:-1], edges[1:])])\n", "cb_binned = np.array([cb_usage[a:b].mean() for a, b in zip(edges[:-1], edges[1:])])\n", "\n", "fig, ax = plt.subplots(figsize=(9, 4.2), constrained_layout=True)\n", "# Distinguish the two series by hatch as well as color (colorblind-safe).\n", "ax.bar(\n", " centers - width / 2,\n", " mb_binned,\n", " width=width,\n", " color=\"tab:orange\",\n", " hatch=\"///\",\n", " edgecolor=\"black\",\n", " linewidth=0.4,\n", " label=\"MovingBlock\",\n", ")\n", "ax.bar(\n", " centers + width / 2,\n", " cb_binned,\n", " width=width,\n", " color=\"tab:green\",\n", " hatch=\"...\",\n", " edgecolor=\"black\",\n", " linewidth=0.4,\n", " label=\"CircularBlock\",\n", ")\n", "ax.axhline(1.0, color=\"black\", ls=\"--\", lw=1.2, label=\"uniform target (1.0)\")\n", "ax.set_xlabel(\"original observation index\")\n", "ax.set_ylabel(\"mean times sampled per replicate\")\n", "ax.set_title(\n", " f\"Index usage (block length {L}): MovingBlock starves the ends, CircularBlock stays flat\"\n", ")\n", "ax.set_ylim(0, max(mb_binned.max(), cb_binned.max()) * 1.18)\n", "ax.legend(loc=\"lower center\", ncol=3, fontsize=9, framealpha=0.9)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a172699f", "metadata": {}, "source": [ "The orange bars droop at both ends: the first and last observations of the moving block are visibly under-represented, while the green circular block sits on the uniform line across the whole series. If the boundary points of your series carry real information, prefer the circular block, accepting that it joins the end of the series back to its start." ] }, { "cell_type": "markdown", "id": "05f2a10a", "metadata": {}, "source": [ "## Automatic block length: the Politis-White rule\n", "\n", "Passing `block_length=\"auto\"` (or `avg_block_length=\"auto\"`) calls the Politis-White spectral-density plug-in selector under the hood. You can call it directly with `optimal_block_length`. It expects a 2D `(n, d)` array, so we reshape a univariate series with `x.reshape(-1, 1)`. The `kind` argument defaults to `\"circular\"` (the moving/circular constant); pass `\"stationary\"` for the stationary-bootstrap constant." ] }, { "cell_type": "code", "execution_count": 13, "id": "a05b6682", "metadata": { "execution": { "iopub.execute_input": "2026-06-22T16:15:11.007944Z", "iopub.status.busy": "2026-06-22T16:15:11.007713Z", "iopub.status.idle": "2026-06-22T16:15:11.018740Z", "shell.execute_reply": "2026-06-22T16:15:11.017812Z" } }, "outputs": [ { "data": { "text/html": [ "
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serieskindauto block length
0AR(1)circular10
1AR(1)stationary9
2lynxcircular4
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" ], "text/plain": [ " series kind auto block length\n", "0 AR(1) circular 10\n", "1 AR(1) stationary 9\n", "2 lynx circular 4" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "auto_circular = optimal_block_length(x.reshape(-1, 1)) # kind defaults to 'circular'\n", "auto_stationary = optimal_block_length(x.reshape(-1, 1), kind=\"stationary\")\n", "auto_lynx = optimal_block_length(lynx.reshape(-1, 1))\n", "\n", "pd.DataFrame(\n", " {\n", " \"series\": [\"AR(1)\", \"AR(1)\", \"lynx\"],\n", " \"kind\": [\"circular\", \"stationary\", \"circular\"],\n", " \"auto block length\": [auto_circular, auto_stationary, auto_lynx],\n", " }\n", ")" ] }, { "cell_type": "markdown", "id": "92d606dd", "metadata": {}, "source": [ "These are the lengths `\"auto\"` would have chosen. One caveat: the Politis-White length is optimal for the variance-of-the-mean target. It is not guaranteed optimal for every statistic you might bootstrap, so treat it as a sensible default and override it when your estimator calls for something else.\n", "\n", "### Picking among the six\n", "\n", "All six methods here resample the rows you observed, so they keep the empirical marginal and expose out-of-bag structure. They differ in how they stitch blocks together: IID not at all, the moving and non-overlapping blocks with hard seams, the circular block with wrap-around, the stationary block with random lengths, and the tapered block with down-weighted edges. Pick by what your series and estimator can tolerate, and let `\"auto\"` set the length unless you have a reason to override it." ] } ], "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": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }