From 2e95ea7bd71862518ab39f30cfd9a3333813ef8c Mon Sep 17 00:00:00 2001 From: zolizoli Date: Wed, 1 Jul 2026 15:09:01 +0200 Subject: [PATCH] examples: keyness-vs-keyness era diamonds + clearer labels MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Add 'keyness vs keyness across eras' to the presidential example: rank each era's over-represented words by keyness against the rest of the corpus (a shared reference), then diamond two eras' distinctive-vocabulary rankings. Adds 1950-1974 vs 2000-2024 and 1825-1849 vs 2000-2024 to the gallery + notebook. - Fix the frequency-vs-keyness diamond labels ('by frequency' -> 'frequency') so the axes read 'rank in frequency' / 'rank in keyness'; clarify the docs caption. Examples/docs only — no package code change. Co-Authored-By: Claude Opus 4.8 (1M context) --- docs/examples/presidential_speeches.md | 32 ++- .../gallery/diamond_frequency_vs_keyness.png | Bin 154998 -> 151884 bytes .../keyness_1825-1849_vs_2000-2024.png | Bin 0 -> 147452 bytes .../keyness_1950-1974_vs_2000-2024.png | Bin 0 -> 155578 bytes examples/presidential_speeches.ipynb | 259 +++++++++++++----- examples/presidential_speeches.py | 50 +++- 6 files changed, 271 insertions(+), 70 deletions(-) create mode 100644 examples/gallery/keyness_1825-1849_vs_2000-2024.png create mode 100644 examples/gallery/keyness_1950-1974_vs_2000-2024.png diff --git a/docs/examples/presidential_speeches.md b/docs/examples/presidential_speeches.md index 3dd0f13..9538096 100644 --- a/docs/examples/presidential_speeches.md +++ b/docs/examples/presidential_speeches.md @@ -73,12 +73,38 @@ and exclusive words fan out to the lower edges. `allotaxonometer` compares *any* two rankings, not just two corpora. Here the **2000–2024** corpus is ranked two ways — by raw **frequency** and by **keyness** (log-likelihood vs the 1825–1849 reference, via `RankedList.from_scores`) — and -diamonded against itself. Function words (*the, be, and, of*) top the frequency -ranking but fall out of the keyness ranking; deictic and content words (*we, you, -america, thank*) rise. Same vocabulary, reordered. +diamonded against itself. Read the two edges as the two rankings: the right edge +is a word's **rank in frequency**, the left edge its **rank in keyness**. A word +leaning right (blue) is frequent but *not* distinctive — the function words *the, +be, and, of*; a word leaning left (red) is distinctive but not among the most +frequent — *we, you, america, thank*. The bright edge is the ~5,900 words that +are frequent but aren't positive keywords, so they have no keyness rank. Same +vocabulary, reordered. ![frequency vs keyness](https://raw.githubusercontent.com/crow-intelligence/keyflux/main/examples/gallery/diamond_frequency_vs_keyness.png) +## Keyness vs. keyness across eras + +Keyness always needs a reference, so to compare *eras* on equal footing we give +each era the **same** reference — the rest of the presidential corpus (all other +eras combined) — and rank its over-represented words by keyness +(`RankedList.from_scores`). Each ranking is then an era's **distinctive +vocabulary** versus the tradition. Diamonding two eras' keyness rankings shows +which words are distinctive of *both* (near the top centre) and which are +distinctive of only one (fanning to its side); the divergence measures how +differently the two eras stand out. + +**Cold War (1950–1974) vs. modern (2000–2024).** Distinctive of 1950–1974: +*vietnam, program, communist, soviet, peace, kennedy*. Distinctive of 2000–2024: +*you, do, get, thank, job, america, iraq*. Their distinctive vocabularies barely +overlap — divergence ≈ 0.70. + +![keyness 1950–1974 vs 2000–2024](https://raw.githubusercontent.com/crow-intelligence/keyflux/main/examples/gallery/keyness_1950-1974_vs_2000-2024.png) + +**Nineteenth century (1825–1849) vs. twenty-first (2000–2024).** + +![keyness 1825–1849 vs 2000–2024](https://raw.githubusercontent.com/crow-intelligence/keyflux/main/examples/gallery/keyness_1825-1849_vs_2000-2024.png) + ## The script ```python title="examples/presidential_speeches.py" diff --git a/examples/gallery/diamond_frequency_vs_keyness.png b/examples/gallery/diamond_frequency_vs_keyness.png index 3fd3d624ef53f7dba06388b6699eae774e0608e8..0658e400b7e6fdbe3481d0a5c390692c5582f2ba 100644 GIT binary patch literal 151884 zcmc$GcRZH;8}>y-DMeCQStT??iYR18D5F6lt4PQmA%##VNm5icWoDGDhA5Sg2pK7R zWpBO5*Yo^-@B06J@6R)o`@XO1`i}EF&f_@FZ{Sf)6-EYj28yB>RSzj@Q`9mEidu4R zIUWAyckcxo{7=eJ>7=8M?O8_`V|#N-!`SiS1zX1pmL@#T=JpPjwl=$Wii+;swVlVp 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k>-LoE(mV2G!4<44D zJJ$d->{Z6ww@-rJEYiqwKh@;b9}0`3@7VSZfBt|1y<){3o9bll+Oe61$b$g6#ifXU zEVR=o?!*JxhE6Z|uS5oCcc&{O*$?DaPto@A2LhebvgSV`fGFa;NkolIb1C-XO;i6J zh)F;Ah^1u?Js7kM(b3L7Y^STE!^wcvOd*p7nU1<4qFj>Fyo70!-D0lj+7o{WsDC|L z=G$}ovC6vY^Oh9Uoa*z_vH5I;L3_=-MU zAQ{pW?9hvFN$USEjxU}Cjer_#%6rAhC7V&3ad%dSl%|A(KaJe_<)DhZybyejI6A8< zlR*57G=B9g^>y_)kMXUY+Wx0+ijLPUf#|DKU-{uKoT}zXKmYCud*EA~uE{5xTU6vOg=_`V~5f<|$qmqO-aQ&0^0&~vPywY&~@Ygus^6K=9SFc@T z3sC>H_N=9~LN(es)QDT0z`JY5j#@Z%>tHU8rf=q3;|>Q%JOJk)PNJDY!eFhdDm!;S zd>^anz7u|AuKo8TBR|yf`Bg-TwhRGATOfup07Q)1q+j<+~0P7L)~p#;`-=5vQL zCF0O2A!$YxRC^dGY?5ozd_*~M^9M|bp6t-n9atxe_)Op;xH85NG z*CBq(?TeZw28>B$b`E@EVJUfPiEaYK8R#l>&p#IDaC{7t5EuOYgW=i4E)aj8Idci( zgq|O;K`_MhC-cvkjk@c1F|kEBvCQOWSe``Pxe>_F`~?eiaA?VbACAOy*%$`gTN|H0 zeHw(iO#jG{C%x^}M!?oAaI=n&+8qEOUD0s=>GQ^7+y1=q>~52N>cTtfu7<4cE1?7} zAn ze0tj|cbS=+Kf)inPuMyKx!(v zfi=WIa?CYY{$PEA56=l3% zqp8qR>A@rTM(OLj?T1jzO5h`fc*Vu`FEtfE2D_`hw^YiuSZ?nUqDlZ=wpomF>g!T8 z$WT>aOi!t$2n8uvF)2nKl@%4}zM01D6^0l+3SIA^Nj3ZDAC{l-G2O$1i;Ju5eKE)( z*u~$Jeq7Sx0xC(`R?vEZiQ3" ] @@ -612,11 +612,11 @@ } ], "source": [ - "freq_rank = RankedList.from_counts(counts[\"2000-2024\"], label=\"by frequency\")\n", + "freq_rank = RankedList.from_counts(counts[\"2000-2024\"], label=\"frequency\")\n", "_k = Keyness(counts[\"2000-2024\"], counts[\"1825-1849\"],\n", " min_focus_freq=10, min_reference_freq=10)\n", "key_scores = {r.type: r.statistic for r in _k.table() if r.direction == \"positive\"}\n", - "key_rank = RankedList.from_scores(key_scores, label=\"by keyness\")\n", + "key_rank = RankedList.from_scores(key_scores, label=\"keyness\")\n", "fig_fk = allotaxonometer(freq_rank, key_rank, alpha=1 / 3)\n", "fig_fk.savefig(\n", " GALLERY / \"diamond_frequency_vs_keyness.png\", dpi=130, bbox_inches=\"tight\"\n", @@ -624,6 +624,135 @@ "print(\"saved gallery/diamond_frequency_vs_keyness.png\")\n", "show(fig_fk)" ] + }, + { + "cell_type": "markdown", + "id": "1f34062d", + "metadata": { + "lines_to_next_cell": 2 + }, + "source": [ + "## Keyness vs. keyness — which words are distinctive of each era\n", + "\n", + "Keyness always needs a reference. To compare *eras* on equal footing we give\n", + "each era the **same** reference: the rest of the presidential corpus (all other\n", + "eras combined). For each era we rank its over-represented words by keyness\n", + "(log-likelihood, `RankedList.from_scores`) — its \"distinctive vocabulary\" — and\n", + "diamond two eras' keyness rankings against each other. Words distinctive of\n", + "*both* compared eras (versus the tradition) sit near the top centre; words\n", + "distinctive of only one era fan out to its side; the divergence measures how\n", + "differently the two eras stand out." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "56fbf349", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T13:08:12.102169Z", + "iopub.status.busy": "2026-07-01T13:08:12.101975Z", + "iopub.status.idle": "2026-07-01T13:08:12.107776Z", + "shell.execute_reply": "2026-07-01T13:08:12.106860Z" + } + }, + "outputs": [], + "source": [ + "def era_keyness_ranking(period, *, min_freq=10):\n", + " \"\"\"Rank a period's over-represented words by keyness vs the rest of the corpus.\"\"\"\n", + " rest = Counter()\n", + " for other, c in counts.items():\n", + " if other != period:\n", + " rest.update(c)\n", + " k = Keyness(\n", + " counts[period], rest, min_focus_freq=min_freq, min_reference_freq=min_freq\n", + " )\n", + " scores = {r.type: r.statistic for r in k.table() if r.direction == \"positive\"}\n", + " return RankedList.from_scores(scores, label=period)\n", + "\n", + "\n", + "def keyness_diamond(period_a, period_b, *, alpha=1 / 3, save_as=None):\n", + " \"\"\"Diamond two eras' keyness rankings (each vs the rest of the corpus).\"\"\"\n", + " fig = allotaxonometer(\n", + " era_keyness_ranking(period_a), era_keyness_ranking(period_b), alpha=alpha\n", + " )\n", + " if save_as:\n", + " fig.savefig(GALLERY / save_as, dpi=130, bbox_inches=\"tight\")\n", + " print(f\"saved gallery/{save_as}\")\n", + " return fig" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "41884f7f", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T13:08:12.109625Z", + "iopub.status.busy": "2026-07-01T13:08:12.109440Z", + "iopub.status.idle": "2026-07-01T13:08:13.174193Z", + "shell.execute_reply": "2026-07-01T13:08:13.173307Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "saved gallery/keyness_1950-1974_vs_2000-2024.png\n" + ] + }, + { + "data": { + "image/png": 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QJUqUkNprgzWdOnXSu8a1a9cEANGhQwed42XKlBEAxLFjx/T6ZGXqfLLz/Plzk773g4ODjd6iWpuJGR0dbfC8NovF0B9PslKpVKJjx44Gg0fTpk2TloI9f/482zGMCda8ynUiIiIEkLH8joioKGKwhojMok6dOgKA2LFjh87xc+fOCQDCz89Pr8ijKcGa+/fvCyD7tevXr18XAEStWrWkY7kFa9RqtZgzZ44oWbJktn/RDA8P1+uXnJwsqlatKoCMdPgTJ07otWnfvr0AYPCcEELKyDh37pwQ4r8PO5nnn1mnTp0EAJ2itnm9Ruagi5ZGoxFyuVwEBAQYHMvHx0eULFlSeq5dEpTbQ1uvIrdgjanjae+lfPnyBscz1d27dwUA0bBhQ4Pn27ZtKwDoLXlRqVTSX34zZzdZivZDtqEP+JnPz5s3L8/XiI6OlmpFNG/enH2M7GMq7bK87Ja0aGuyZGUoWCPEf0GRNWvWSMe0GTdDhw7VaWvO78fY2FgBZCyRMkQb8MwcrElKSjLq+jKZTPp/RRusMfTeTkxMFEBGBpxWQkKCADKWeOUmL/OxhLfeeksAMFjoPvP5zJmTOVGr1WLDhg2id+/eomHDhqJLly5i69atOplUhmqpaRkTrHmV68TFxeX4ewERUWFnBSKiV3Tjxg2EhITA2toanp6eOH/+vHROJpPB09MTUVFROHz4MP73v//l6RpKpRIA4O7ubvC8h4eHTjtjfPrpp5g/fz4AwM3NDT4+PrCzs4NMJkNERARiYmKQlpam18/a2hrFihWT+pUrV85s89WOm5VCoQAAaDSaV76Gk5OTXluZTAaZTGbwHADI5XKkp6dLzxMTEwEAVapUga2trcE+AODi4pLtuczyOp63t7dR4+fGzs4OAJCammrwvPZ41tfa2toalSpVwpUrV9C5c2ejr3fr1i0kJCQY3b5YsWIoX758ru18fX0BAPfv3zd4/sGDBzrt8qJ48eL45ZdfcPjwYRw9ehT3799HQEAA++TSx1QpKSkA/vs+zsrDwwNPnz41erzBgwdj7ty5WL16NQYMGAAAWL16NQBg0KBBOm3N+f2ovY/sfk4ZOq69voODAypWrJjt9QFACKHz3NDPUEM/P5OTkwFkfC1z8yrzySo9Pd3gVtQ5CQgIgJeXV67tfH19ERYWhvv376N06dI65zQaDaKioqBQKFCiRAmjriuXy/Huu+/i3Xff1Tm+b98+AEDZsmVhZfXqHyXyeh3tz2Xtz28ioqKGwRoiemXaX/jT0tLQpEmTHNvlNVij/UX1zp07Bs+HhYXptMuNRqPBTz/9BCcnJ/z1119o2rSpzvm2bdti//79Bvt+8cUXOH36NOrUqYOQkBAMHDgQe/bsgUwm05tveHg4KlWq9MrzNeR1XCM72g84c+fORceOHQvceKby9PQEALx48cLgeTc3NwBAZGQkKlSooHPOz88Ply5dQnR0dLbBrqyGDx+OY8eOGT2/Ro0a4eTJk7m2q1atGgBk2/bUqVMAgKpVqxp9bUMUCgV8fHwQFRWFx48fGxWoYB/TaN+T4eHh8Pf31zmXnp6Oe/fumTRe+fLlUb9+fRw5cgSRkZFwcXHBjh07EBgYiMaNG+u0Nef3o5ubGxQKBe7evWvwvKHjbm5usLKygrW1Nc6ePSsFW8zJzc0N1tbWCA8Ph0qlgo2NTY5tzTWf58+fo06dOib1WbJkCUaPHp1ru2rVquHo0aM4efIkmjVrpnPu4sWLUCqVqFSpUo73aox169YBgN41zC2362h/XufH/3FERAWB3NITIKLCTaPRYO3atQAyPgwEBwfrPapXrw4A2L59u0nZBJm5u7ujfPnyePToEdavX693Xpsh07BhQ+mY9i/C2r+KZpaSkoKEhARUrFhRL1Bz8+bNbD/s7t+/H9988w1q1qyJEydOoE+fPti3bx/mzZun0047j4ULF+r8NRcA9uzZg+vXr8PDw8OobInsvI5rZKdly5YAgK+//hoqlcpgm8xfaysrK8jlcoNfi7yMZ27W1tYICgrCo0ePDGbX1KxZEwDw22+/6Ry/cuUK/v77bwDAoUOHjL5edt8r2T2yBoiyU7duXXh5eeHatWs4ePCgzrndu3cjPDwcAQEBRgVrkpKSsj137do1XLlyBTKZTOcv+OxjPtrv70WLFumd++mnn0zKItQaNGgQNBoNfv/9d2zZsgVKpVIvqwYw7/ejjY0NatasiSdPnmDbtm0654QQWLJkiV4fa2trNGnSBHFxcfj++++zHftVfiZYW1ujcePGSElJwaxZswy20WbfmHM+1tbWJn3vBwcHG5X9AwCdOnUCAKxYsULvvfvdd98BgEkZgIbeY8eOHZP+Dx4+fLjRY+XHdSIiIgDA4B8riIiKBAsvwyKiQk5b88Dd3V3aGcQQbYHczFsbm7ob1A8//CCAjB2LpkyZIg4cOCC2bdsmFSe0t7fXWau/d+9eqQ7Mnj17pOLB2rXv2p2qxo4dKw4dOiQOHjwo5s6dK7y8vKQCopkLMT5+/FiUKFFCODk5idu3bwshMgrTBgUFCSsrK3H69Gmp7fPnz6VtwFu0aCE2bdokDh06JL766itp95PMxWq1a/OzK5TYtWtXAUBnlxVzX0OhUGS79t/X11eneKZSqRSBgYECgKhUqZJYunSpOHjwoDh48KBYuXKl6N+/v/Dy8tIZo3Tp0kIul4uffvpJnDlzRoSEhEjFWU0dL7d7yQvtbmP//POP3rmwsDDpPTF06FBx4MABsWHDBuk9BEAEBASII0eO6BVvft20u6u4ubmJZcuWiZMnT4olS5YIZ2dnARjetvvWrVsiJCREZ2e0DRs2iAoVKog5c+aIbdu2iVOnToldu3aJzz77TLi7uwtAfxc09skQFRUlQkJCst2VxxhPnz6Vtofv0qWL2L59u9i/f7+YOHGiUCgUQqFQmFSzRoiM7xs7OztRrlw50aRJEyGTyQzWNzH39+OqVasEkLFz3YwZM8ShQ4fE1q1bRdu2baX7yFqc/siRI0IulwuZTCa6d+8uNmzYIE6cOCF27twpFi5cKBo2bKhTa0dbs8bQNs5KpVIA+ruqHTx4UMhkMgFAdOvWTWzYsEEcP35crF69WnTu3FmneLup87EEjUYjatWqJQCIBg0aiJ07d4ojR46I999/X/o/Mut7UruV+Pnz5/WOe3t7i5kzZ4o9e/aIw4cPiylTpgg7OzsBQAwZMsTgHLQ/S0JCQsSQIUMEADF+/HjpWNadqPJ6HSGEtAvXzp078/iKEREVbAzWENEr6du3rwAM7/aU2cqVK/V+mTc1WKPRaKRdSLI+bGxs9HbMUCqVBosHa3dbWrt2rcGxGjduLHr27KkTrFGr1aJVq1YCgPj99991rnP+/HlhY2MjAgICdD7s7t27Vzg4OBi8RufOnYVKpZLa5iVYY+5rmBKsESLjl/Jy5cplW2wzc0FiIYSYMmWKXpuZM2fmabz8CNZs2bJFABBz5841eF67dW/WR7Vq1aQdSwy9P1639PR00aVLF4Nzfffdd4VGo9Hro31vb9myRTr2559/Sh9kDT0aNmyot0ML+2TQboc9efJk475o2di+fbsUJMz86NmzpwgODjY5WCNExq5W2nFyKo5szu9HjUYjevXqpTeGlZWVtH32oEGD9Pr9+uuvUgFvQ4/x48dLbfMSrBEioxC9NmCU088nU+djKbdu3RLe3t56c7O2tja4q9SzZ88EkFEsP7P09PRs/2/p1auXSE1NNXh97c+S7B5Zd/3K63WEEKJZs2bC3t7e4K6NRERFAWvWEFGepaWlITIyErVr1851PX2/fv2wZs0aJCcnIyYmBu7u7vDy8jKY4p3dcZlMhjVr1qBXr17YtGkTIiIipBT74cOH6xX6tbOzw8mTJ/Hdd9/h6tWrSEpKghAC1tbW0pxKlSqFFStWICIiAq6urmjbti2GDRuGWbNmITg4GPb29gCAHTt2IDY2Fh9//DH69++vc53g4GAsWrQIK1euxA8//ICpU6cCyKh7c+PGDfz4448ICQmBUqlEqVKl0K1bN/To0UOnxo2VlRWCg4OzXbIUFBSE4OBgvVoD5rxG7dq1s13OUb16dajVap1j5cqVw9WrV7Fu3Trs378fUVFRcHBwQOnSpdGiRQu88847Ou2/+uor+Pj4YO/evXj27BnUajVKliyZp/Fyu5e86Nq1K0qUKIF169Zh8uTJeuc/++wzBAcHY82aNYiIiIBCoUBwcDC+/PJL3LlzB99++y3u3LmTbUHY10WhUOCPP/7A2rVrsX37djx9+hTe3t7o2bOnXgFPrfLlyyM2Nlan2GvHjh0RERGB9evX4/Lly4iKioKtrS3KlSuHDh06oFOnTpDLdVdTs08G7dIhZ2fnXL5aOXvnnXdw/vx5LFmyBDdv3oSrqys6d+6MDz74AIMHDzbYp3bt2ggMDMx2zOHDhyM8PBwAMGrUqGzbmfP7USaTYePGjejYsSO2bt2KmJgYBAYGYuTIkVKRZENLfQYPHoyWLVvi119/xdmzZxEbG4sSJUogKCgIPXr0QL169aS2xYsXz3bJkFwuz3Y54ejRo9GqVSusWrUKly9fRlpaGoKCgtCtWze9ej2mzMdSypUrh9DQUCxZsgSnTp2CSqVC5cqV8eGHH0o1rTLTLsvKWsBXoVDg3r17+Omnn3D27FkkJCQgKCgIvXv3Rps2bbK9vvZnSXayvjfzep2oqCicOHECAwcOfOXvMyKigkomRC5l64mIiN4Q06dPx4wZM3DhwgXUqlXL0tOhQqpx48a4ePEi7t69a7Ydywo7pVIpBb8z0xZz37JlC3r06GGBmVFhNGfOHHz++ec4d+6cyQWbiYgKCwZriIiI/p/2r7qNGzfWK4ZKZAylUglXV1d8+OGHORajfdO0atUKNWrUQIMGDVCiRAncv38fK1aswPHjx+Ht7Y27d+8aDOYQZZWUlIQyZcqgWbNm2LJli6WnQ0SUb7gMioiI6P8VK1YM3377LZYsWYKHDx/C19fX0lOiQub27duoXr26waV0b7K0tDQsXLhQ77iDgwPWrl3LQA0Zbe/evQgICMDcuXMtPRUionzFzBoiIiIiylcJCQn49ddfcebMGURGRsLBwQG1a9fG8OHDERAQYOnpERERFTgM1hARERERERERFSD6WxgQEREREREREZHFMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDRERERERERFSAMFhDREREREQFgkqlQlBQEC5cuPDKY1WoUAEnTpwww6yIzO+7777DJ598YulpUAHGYA0RERERERUIGo0Gd+7cgVKpfOWxwsPDkZSUZIZZWYZSqcRvv/2Gxo0bIygoCAkJCXptnj17hgkTJqB+/fqoUaMG3n33XYSEhOi0uXDhAoYMGYJatWqhZcuWWLBgAVJTU3Xa9OzZE0FBQToPYwIJ5ppjZqNHj0ZQUBC2b9+uc/zp06cYN24c6tWrh+DgYEydOhXJyck5zs+Y+xJCYOnSpWjQoAGqVauGMWPGICYmRqfNmjVrUL9+fXTq1AlhYWE6506ePIkuXbpACJHjXLJ68eIFnjx5YlIfY76WxtyPudrk5xyNGSez7N43WRXk94QeQUREREREVAAolUoBQJw4ceKVx1IoFGLPnj1mmJVldOzYUQwcOFDMmDFDABAvX77Ua1OnTh1Rp04dcfToUXHp0iUxfPhw4eDgIMLCwoQQQly+fFnUrl1b/Prrr+LixYvijz/+EKVKlRJ9+vTRGadevXri448/FmFhYdLjyZMnr2WOma1du1bUq1dPABC//vqrdDwpKUlUqFBBtGzZUpw6dUqcOHFCNGnSRHTu3DnH+RlzX7NmzRIuLi5i06ZN4vjx46JevXqiXr16Qq1WCyGEuHr1qnBzcxMHDx4U06ZNE9WqVRMajUYIIURKSoqoVKmSOHnyZK6vVVaff/656Nevn9Htjf1a5nY/5myTX3M0dhyt7N43hhTk90RWDNYQEREREVGBoA3W/P7776J///6iRo0aom3btuLs2bM67Ro3biwCAwPFW2+9JVq0aCEWL16s9yEya7Amtz6pqakiMDBQ7NixQ7z33nuiZs2aok2bNuL48eM646pUKvHNN9+Ihg0bilq1aonPPvtMJCcn64zz9ddfi/r164uaNWuKIUOGiAcPHpj8WqSmpgohhNi9e7fBQEhsbKwAILZv3y4dS0tLE3K5XKxevVp6ntXGjRuFTCYTsbGx0rF69eqJmTNnWmSOWmFhYcLHx0eEhYXpfejetWuXACAePXokHbt7964AIM6cOZPt/HK7L6VSKZycnMT3338vHQsPDxcAxJ9//imEEGL+/Pmif//+0txtbW3Fw4cPhRBCfPHFF2LkyJHZjp8TU4M1xnwtjbkfc7XJzzka+74VIuf3jSEF+T2RFZdBERERERFRgTJixAg0bNgQK1euRLly5dCyZUtERUVJ53///Xfs3bsXu3fvxtixY7Fw4ULMmzcvxzFz66NdgjVs2DC0aNECv/76KypXroxOnTrh+fPnUrtu3bph+fLlGD9+PJYvXw5nZ2d899130vnevXtjz549mD17NlatWgVHR0fUr18fcXFxUptx48ahZ8+eOc7XxsYmx/MuLi6oWbMm9uzZg/T0dADA7t27YWNjgwYNGgAArKys9PqJ/1+aIZPJdI5r77d169ZYtGiRNGZ+zxHIqFX07rvvYtasWQgKCtIbJyEhATKZDK6urtIxd3d3AMDhw4dznENO93X+/HkkJiaibdu20rHAwECUK1cOR48eBQCkpKTAwcEBQMbraWNjA6VSievXr2Pt2rX4+uuvc7y+uRjztTTmfszVJj/naOz7Nrf3TXYKy3tC/1UgIiIiIiKyoBEjRuDDDz8EAAQHB+PkyZP47rvvsGDBAgBA6dKlpbbly5dHSkoKpk6dik8//TTbMY3tM3XqVAwYMAAAMG/ePCxfvhynT59Gly5dcOTIEfz111+4cuUKqlatKs1PrVYDyKhVsXfvXkRHR8PZ2RkAULNmTRw+fBgbNmzAiBEjAABPnjxBZGTkK7xCGfbt24cuXbrAw8MDDg4OSEtLw759+/DWW28ZbK9UKjFnzhy0a9dOmh+Q8WH0ww8/RPXq1XH16lV8+umnOH36NDZt2vRa5jh58mQEBARgyJAhBsdo3Lgx7Ozs8PXXX2PGjBkQQmD27NkAkOPrmNt9aft6e3vr9PP29paCgzVr1sSaNWuQnJyMc+fOwdbWFn5+fmjevDm+//57HDhwAN9++y1cXFzw7bffokqVKnl/sUxg6GtpzP2Yq01+ztGYcYDc3zeGFKb3BIM1RERERERUoDRt2lTnebNmzXD58mXp+dmzZ/H999/j1q1biI+Ph1KpxNOnTyGE0MsYMbVP9erVpX9bWVnB09MTz549AwCcPn0a/v7+UqBGS6FQAABOnDgBjUaDunXrSpkAQgg8fPgQt2/fltovWrQIaWlpeXhl/iOEwKBBg6BWq7Fjxw64urpi5cqV6NOnD06fPo2AgACd9mq1GgMGDEBsbCz27dunc27NmjXSPdSoUQMlSpRAu3bt8Pnnn6NatWr5Ose///4bW7ZswdWrV7Mdp1SpUti4cSPGjBmDJUuWAAA6deqEypUr51jENbf70mg0AABra2udfjY2NlIArkOHDli7di1KliwJIQRWrFiB5cuXw8/PD5UrV0ZwcDA2btyI0NBQdOvWDTdu3JCumV+y+1oacz/mapOfczRmHGPeN4YUpvcEgzVERERERFSg2NnZ6T3X7hAVFhaGli1bYvz48Rg3bhzc3Nxw+vRpvPfee1Cr1QaXUJjSx9CHKm1AQKVSwd7ePtt5p6SkwMfHB3/++afeucxLeEqUKJHzC2CEkydPYs+ePbh69aoUPPrhhx+wf/9+LF26FPPnz5faqtVqDBw4EGfPnsXRo0fh4+OjM1bWe27cuDEA4Pr166hWrRqmTJmCzZs3S+dDQkLg5uZmljlu374diYmJqFu3rk7fyZMnY/Pmzfj7778BAF26dEGXLl3w7NkzWFlZwdXVFW5ubvD398/2+rndl6enJ4CMnZkcHR2lds+fP5cyf2QyGTZs2ICXL1/C0dER0dHRaNy4Mc6ePYudO3eiRYsWaNeuHdq2bYs5c+bgzp07KFeuXK6vTV7l9LU05n7M1San98SrztGYezX2fZNVYXpPMFhDREREREQFyrVr19CmTRvpeWhoqFST4ujRo/D19cXMmTOl84aCI5nlpY8hFStWREREBGJiYqSaKVnPR0ZGwsHBASVLljR5fFNog1eZgybaui6ZtyzXaDQYNGgQjh07hqNHjyIwMDDXse/duwfgvwDTxx9/rLPUxMXFxWxz/Prrr/WWor311luYMGEC+vTpozeml5cXAODQoUOIi4tDu3btjJoLoH9ftWrVglwux5kzZ1CqVCkAQGxsLK5fv44xY8bo9NXew4cffohp06bB29sbSqVSql0ik8lgb29vlm3ns5Pb19KY+zFXm+zeE+aYozHjmPq+yU6Bfk+YpUwxERERERHRK9LuBuXv7y/u3LkjhBDizz//FHK5XNoKd9euXcLBwUHcunVLCJGxja63t7cAoLOLTObdoIzpk9224QEBAWLFihVCCCGSk5NF6dKlRffu3UV8fLwQQohLly6JtWvXSmMEBgaK1q1bi6dPnwohhEhMTBSLFy/W2bXoo48+Ej169DDqNclup6UXL14IV1dXMWLECKFSqYQQQvzxxx9CLpdLuy+p1WoxcOBA4evra3CrbCGECA0NFYsWLZJ2tHry5Ilo1qyZCAgIEEqlMt/naAgM7OqzYMEC6TUNDw8X5cuXF++++262Yxh7Xz179hTVqlUTL168EOnp6WL06NHCy8tLxMXF6Y25YcMG0bx5c2mb5qNHjwo/Pz8RHx8vQkJChLOzs0hMTMz+hcrE1N2gjPlaGns/5mqTX3M0dpysDL1vMivo7wm9+8lTLyIiIiIiIjPTBkw++ugjUbx4ceHl5SXs7OzEN998I7XRaDTivffeE9bW1sLb21t4enqKYcOG5RisMaaPMcEaIYS4ffu2aNKkibCyshJeXl6iVq1aIjQ0VDofEREh2rRpI6ysrIS3t7dwdnYWH330kc6Ww7179xb16tXL8bWYNWuWCAwMFD4+PgKAKFOmjAgMDBQHDhyQ2hw+fFhUrFhRODo6iuLFiwtXV1cxd+5cnfMAhIeHhwgMDNR5aOecmJgoJk2aJFxdXYWPj4+wsbERnTt3loJl+T1HQwx96N65c6fw8/MTvr6+wtHRUYwePVqkpKRkO4ax9/Xy5UvRoUMHYW1tLZydnUVQUJDB7cBfvHghAgICxO3bt3WOv//++8LZ2Vk4OTnlum10ZqYGa4z5Whp7P+Zqk19zNHacrHIL1hT090RWsv+/KSIiIiIiIosSQuDOnTvw8/ODnZ0dnjx5AmdnZ2lZQWaJiYmIjY1FyZIlkZqaiocPH+ps33vnzh34+Pjo9M2pT9Zra92/fx9ubm46u9AAwMuXL6FWq6UaF4bmFxcXh5IlS+oVPY6OjkZaWhr8/PyyfS2eP3+O2NhYveM+Pj46tTQASAWTs9bCUSqVePjwocHx/f39YWtrKz0XQuDx48coXry4wbo/+TVHQ8LDw1GiRAkUK1ZM57gQAo8ePYKnp6fO3HNi7H29fPkSSqUy2+VriYmJiI+PN3g+NjYWdnZ2erWWcjJ16lTcu3cPa9euNaq9KV9LIPf7MWcbc8/R1HG0snvfZFVQ3xNZMVhDRERERERE9BqZGqyhN4/c0hMgIiIiIiIiIqL/MLOGiIiIiIiI6DWKiYlBWlqaWbZxp6KJwRoiIiIiIiIiogKEy6CIiIiIiIiIiAoQBmuIiIiIiIiIiAoQBmuIiIiIiIiIiAqQ7DcVJyIiIiJ6BbGxsUhMTMyXsZ2cnODq6povY9PrlZKSgtDQUHh5ecHKih9PiKjoSU9Px7Nnz1C1alXY2dkZ1Yc/DYmIiIjI7GJjYxEY6I+YmPwJ1jg4OMDe3h5yuRwTJ07ExIkT8+U6lP9CQ0NRt25dS0+DiCjfnTt3DnXq1DGqLYM1RERERGR2iYmJiIlJxJlzM+Dj42rWsR8/jkWDul/i1q1b8PPzM+vY9Pp5eXkByPgQ4+PjY+HZ0Jtg2bJlAICRI0daeCb0pnj8+DHq1q0r/bwzBoM1RERERJRvfHxc4efnYelpUAGmXfrk4+PD4Bu9FtollHy/0etmylJPBmuIiIiIKN9oNBpoNGqzj0lERFSUcTcoIiIiIiIiIqIChJk1RERERJRvhEiHEOlmH5OIiKgoY2YNEREREREREVEBwswaIiIiIso3QmgghHlr1gjBmjVERFS0MbOGiIiIiIiIiKgAYbCGiIiIiIiIiKgA4TIoIiIiIso3GpEOjZkLApt7PCIiooKGmTVERERERERERAUIgzVElC9UKhXOnz8PlUpl6akQEZEl/f/W3eZ8gJk1RERUxDFYQ0T5QqVS4eLFiwzWEBERERERmYjBGiLKFzY2NqhVqxZsbGwsPRUiIiIiIqJChQWGiShf2NjYoHbt2paeBhERWZgQ6oylS2Yek4iIqChjZg0R5YvU1FT8888/SE1NtfRUiIiIiIiIChUGa4goX6SlpeHq1atIS0uz9FSIiMiChCY9Xx5ERERFGYM1REREREREREQFiFlq1uzbtw8JCQno0aOHOYbLd5s3b8bZs2cxbdo0uLi4GH1epVLhjz/+wJUrV1CqVCkMGDAADg4ORp8nIiIievOo82GrbdasISKios0smTWPHz/GgwcPzDFUvouIiMCff/6Z7ZbCOZ2fOnUq/vnnH7Rq1QrFixfHsmXLTDpP9KaRy5m8R0REREREZKpXzqy5desW9u/fj7S0NEyYMAG+vr4YMmQIvv76a3z11VewtbUFALx48QLz58/HzJkzcejQISiVSqjValy9ehX+/v7o378/7O3tpXFv376Nv/76Cy9fvkStWrXQtWtXyGQyvHz5Eps2bUJkZCTKli2Lvn376vTLiRAC3333HYYPH46pU6eadP7MmTN4+PAh1qxZA4VCAQBQKpVGnyd60zg5OWHo0KGWngYREREREVGh88p/9vb29kaVKlXw1ltvoW/fvmjXrh1cXV2RkJCAEydOSO32798PKysrWFtb4+HDh1i+fDkiIyPRqlUr3L59G9OmTZPahoaGYuLEifD19cX//vc/HDp0CCtXrgQAzJ07FzExMejUqRPs7e3xww8/AAAiIyMxYcIEpKdnn2a7e/du+Pv7o0qVKiafP336NBo0aIA1a9bg888/x6+//mrSeaI3jRACqampEEJYeipERGRBQqTny4OIiKgoe+VgjYuLC0qWLAlPT08EBwejUqVKAID27dtj3759Uru9e/eiTZs20vNSpUrh448/RrNmzfDll1/i+vXriIiIAACsWbMGAwYMQK9evdC0aVNMmzYN27dvh0ajwePHj9GtWzc0aNAAffv2xahRowAAycnJuHjxIjQajcF5xsTEYNOmTRg2bFiezj958gT79u1Damoq2rVrh+vXr+Ozzz4z+jzRmyYpKQmrV69GUlKSpadCRERERERUqJilwLAhLVu2xE8//YRnz57h6dOnePnyJRo0aCCdL1eunPRvJycn+Pn5ISoqCmXKlEFERAQSExNx7tw56a/yKpUKL168wPvvv4+vv/4aFStWRM2aNdGiRQsAgL+/P7799ltYWRm+pcWLF+Pdd9+Fi4sL4uLiTD4vhEBAQABGjBgBAKhWrRreeecdREVFwc/PL9fzRERERG8kTTqgSTP/mEREREWYWYI1MplM75ijoyMaNWqE/fv348mTJ2jRogWsra2l88nJyTrtk5KSpJ2THBwc0Lx5cwQFBUnn3333XTg7O6NZs2Zo0qQJ7t69i7///ht//PEHfvzxRzg4OCA4ONjg/NRqNY4dO4b4+HgcPXpUWio1c+ZMDBo0CDVq1MjxfHBwMEqWLIn4+HhpTBcXF9jY2EjHcjtPRERERERERGQMs2zV4uDggMTERL3jHTp0wJ49e3DkyBGdJVAAcPbsWTx79gwAcOHCBcTFxaF8+fIAgAYNGuDmzZuoXr06goODUb16dTx69Ai2trbYtWsXACAoKAjvvPMOwsLCoFarc6xZI5fL8e2336Jfv37o27cvunfvDgB4++23UaZMmVzPA0Djxo1x5coVKevmzJkzkMvlCAgIMOo8ERER0ZuINWuIiIhMZ5bMmtq1a2P16tUYO3YsSpcujfHjxwMAqlevDiEEXF1dUblyZZ0+ZcuWxUcffQQXFxfcu3cP48aNg5OTEwBg8ODBmDNnDnr16oWSJUvi0aNHePvttwFkbBPes2dPlCxZEg8ePECfPn2gUChyrFkjk8l0sm60AZWqVavC3d0dAHI9X7duXbRo0QIDBw6Er6+vFBxydHQ06jzRm8bGxgb16tWDjY2NpadCRERERERUqMiEmbZqiYuLw4MHD6BQKKQiwwAwadIkVK5cGYMGDZKOrVq1CkqlEu+//z7u378Pb29vuLq66o357NkzPHv2DKVKlZICOdprRUZGwsfHBx4eHgAyllXduHEDNWvWhFyec8JQeno6rly5gqpVqxr8IJnT+cePHyMmJgYBAQE6czL2PBEREdGbICoqCv7+/vj331Hw9XU269gPH8ajUqUfEBkZydqARYD2vZKXr2fpT//Kp1lRUVY3/iRql3bDpEmTLD0VekPk5eec2QoMu7i4oGrVqjrHnj9/jsuXL0uZNlnZ29ujQoUK2Y7p5eUFLy8vg9dycXHROZZTzZqsrKyscmyb03kfHx/4+Phk2ze380RvitTUVJw7dw5169aFra2tpadDRESWolGbvyCwRm3e8YiIiAoYs9SsMWTt2rUYOXIk2rRpA29v7/y6DBEVUGlpabhx4wbS0sy8AwgREdH/q169OooXL4758+dbeipERERmlW9bdzdq1AjBwcEGM2fatWtnsLYMERERERUxmvR8yKzJGO/KlStcBvUaJCQkICUlxWDGOxER5Y98C9Zod1EyxNfXN78uS0REREREeZSQkAClUonixYtLx1avXo2TJ09i48aNFpwZEdGbJd+WQQHAgwcPcO/evfy8RLaePHmCsLAwi1ybiDJ2YbOxsYFMJrP0VIiIiMhI69atw7Bhwyw9DSKiN16+ZdYAwIEDB6BUKjF69Oj8vIxBZ86cQWhoKKZNm2Z0n/j4eNy9exeenp56KbX37t3D48ePAQCurq6oWLGiSeeJ3jSOjo4YPHiwpadBREQWpwaEmZdBgQWG84NKpcKLFy+QnJyMe/fuQaFQwN/fX6dNXFwcHBwcYG1trddfo9EgNjYW7u7ur2vKRERFVr4GawqTFStWYN++ffDz88P9+/dRpUoVTJ8+HQqFAgBw7do1nDp1Co8fP0bx4sUxb948nf65nSd602g0GiQnJ8PBwQFyeb4m8REREZEZhIeHY+HChVAqlWjevDm8vLwQEhICAIiOjkbTpk1x8+ZNJCUlYfny5ejXrx8AQAiBr776CgsWLICNjQ08PDywadMm1KhRw4J3Q0RUuJktWBMdHY1Hjx4hICBAL5qenJyM8PBweHh46NSriY6Oxt27dwEAxYsXR5kyZaQPdQ8ePIBGo4GXlxfu3LkDPz8/uLu7Q6VSISIiAgAQGBgIK6v/biEuLg737t1DQECAyfMvUaIENmzYAGtrayQkJGDIkCE4fPgwWrduDQDo1KkTOnXqhE2bNuHChQt6/XM7T/SmSU5Oxvr169G3b184OTlZejpERGQhMk06ZGYuMGzu8ShDpUqVMHv2bOzduxd//PGHzrl//vkHx48fR506dbBt2zaMHDlSCtb8/vvv2LhxI27cuAFfX1+sWbMG/fr1Q2hoqME/2MTHxyM+Pl56rs1OJyKi/5glWLN582asW7cOQUFBePjwIfr164fOnTsDAG7evIkRI0bAw8MDN2/exMiRI6Vz9+7dw65duyCEwIMHD6SMFBsbGxw4cACXLl1CbGwsSpYsiQEDBiAmJgbTpk1DsWLFoFarIZfLMX/+fLi4uCAkJAQzZsxA6dKl8fz5c5QsWRKurq7SHB8+fIiXL1+iSpUqBu+hS5cu0r+LFSsGPz8/vHz50hwvDxERERFRodaiRQvUqVMHANC5c2f06NED8fHxcHZ2xrp16zBgwAAIIRAZGYnmzZvj448/xv379w1uOrJw4ULMmDHjdd8CEVGhYpZgze7du/H111+jUqVKUKvVOHfunHTuxYsXWLFiBZycnHDy5En89NNPUrCmXr16qFevHgBArVZj8uTJOHjwIDp06AAgI8r+yy+/wMXFBQAwdOhQ9OzZE++88w4A4LvvvsPatWvx4Ycf4rvvvsOoUaPQvn17JCUlYfjw4TrBmmPHjuHMmTNYsmRJrvfz8OFD3LhxwyK1doiIiIiKlHzcupteH2dnZ+nfNjY2ADJq3AAZv7MvXrwYy5cvl9oUK1YMMTExBoM148ePx9ChQ6Xnjx8/Rt26dfNr6kREhZJZgjVvvfUW/vrrL9jY2KBs2bJo0KCBdK5OnTrSEojy5cvj6dOnOn3j4+Nx//59JCYmonjx4ggPD5fO1a1bVwrUPHv2DHfv3oWXlxfOnj0LIQS8vLxw8uRJREdH49mzZ2jTpg2AjMKmLVu2RFRUlDSWr69vtlk1WeczdepU9OvXD4GBgXl/UYiIiIiIChmFQgEhhEl9goKCMHToUIwdO1Y6plarpdqPWTk7O+sEf4iISJ9ZgjVTpkzBkSNHsG3bNty4cQPdunWTlhVpI+9Axg9/tfq/6v379u3D0qVLERAQACcnJ0RHR6Ns2bLSeUdHR+nfiYmJkMvl+Ouvv3SuXbZsWSiVStja2ur8h2Bvb6/TrlmzZmjWrFmO95GYmIhPPvkEtWvXxoABA0x4BYgoK1tbWzRu3Bi2traWngoREREZyc/PD9evX8f169fh7OystxuUIRMmTMA777wDT09P1KhRA7dv38b8+fNx6tSp1zBjIqKiySzBGqVSidatW6N169Z49OgRBg4ciI4dO+bab9OmTZgyZYqUibNkyZJs68T4+vrCysoKo0eP1ilSnJCQACsrK6hUKkRGRkr/ody4cUOn+HBuNWuSk5MxadIkVKxYEaNGjTL63onIMGtra1SqVMnS0yAiIkvTqPNhGRS37s4vrVu3RqtWrdCzZ084OjoiJCQEzs7O8PLy0mkXEBAg/aG0UaNG2LZtG+bPn485c+agfPnyRpUeICKi7JklWDNhwgQ0atQIpUuXRkhICPz8/LJNe8ysePHi2LNnD1QqFe7evYv9+/dLhcuysrGxwZAhQ/DZZ5+he/fucHBwwMWLF+Hi4oIRI0agU6dOmDFjBnr37o07d+7g4sWLOmtfc6tZ8+mnn0KpVKJevXo4c+YMAMDHxwelS5cGADx9+hR37tzB/fv3ERsbizNnzsDT0xNvvfWWUeeJ3jQpKSk4c+YMGjRoADs7O0tPh4iIiIxgZWWFn3/+WefYwIEDMXDgQJ1j9+7d03nepEkTNGnSJL+nR0T0xjBLsObbb7/Fjh07cOTIEfj6+uLbb78FAJQqVQqpqalSOxsbG9SvX196PmnSJGzYsAHHjx9HYGAgPv74Y0RHRxvsCwC9evVC6dKlcfLkSaSkpKBWrVpo27YtAGDUqFHYvn07/vnnHwQGBmLSpEl4+PCh1De3mjWOjo5wdHTE7t27pWPaABQA3L9/H7t27QIAeHh4YNeuXahWrZoUjMntPNGbJj09HWFhYdkGYImI6M0gE+mQCTNv3W3m8YiIiAoamTC1ghgRkRESExOxfv169O3bVyoyTkREb46oqCj4+/vjZkg3+JZ0zL2DCR4+SkKFOtsRGRkJPz8/s45Nr5/2vZKXr2fpT//KvRFRFnXjT6J2aTdMmjTJ0lOhN0Refs6ZJbOGiIiIiMggoTF/jRmhMe94REREBQyDNUSUL+RyORwdHSGXyy09FSIiIiqi7s3NfVMToqzmzbtu6SkQ5YrBGiLKFw4ODujXr5+lp0FERERERFToMFhDRPlCo9EgPj4ezs7OzK4hInqDyTTpkJl5625zj0dERFTQ8BNUAXft2jWMGzfO0tMgMllycjI2b96M5ORkS0+FiIiIiIioUDFLZs2FCxcwe/ZsAIBCocCWLVv02mzZsgUHDhxAUlISKlasiOHDh8PLywsAEB8fj3Xr1uHs2bOwsbFBs2bN0KdPH+mv8efOncPcuXN1xps4cSIaNGiQL/PJbMGCBTh16hRWrFgBDw8PABkZA1u3bsXBgwehVCrRvHlzDB48GAqFwtiXzGjp6emIi4t7pTGEENi3bx/++usvxMbGomLFivjggw907jc6OhpLlixBeHg4/Pz8MHr0aGnbciAjaLR69Wo8fPgQXl5e6NevH+rWrat3rbNnz+Kbb77BoEGD0LVr11eaNxERERUBGrX5CwybezwieuMoL17EjQoVLT0NKoQq3rzxWq5jlsyaqlWrYuXKlfj8888RExOjd/7w4cNYu3YtRowYgW+++QZpaWmYM2eOdH7VqlXw8PDAl19+iZEjR2L37t3YtGmTdF6lUqFEiRJYuXKl9AgODs63+WhdvHgR4eHhePnyJTSa/3Yd2LlzJ7Zt24bRo0dj2rRpOHv2LH7//XejX6/X7dSpU7hy5Qo++OADzJ49GyqVCp9//rl0XgiBzz//HC4uLvjmm2/w1ltvYfLkyVCpVAAytmD+9NNPUaNGDSxYsAD/+9//8MUXX+DJkyc610lJScHPP/8MZ2dnpKSkvNZ7JCIiIiIiIioqzBKssbGxgbu7O1xcXAyev3nzJurVq4datWrBz88PvXv3xs2bN6Xz48aNQ69evVCmTBnUqFEDXbt2xcWLF3XGsLKygru7u/SwsbHJt/kAGQGipUuXYvTo0Xr9Dx8+jB49eqBatWp46623MHjwYOzcuRNCiGzndO7cOXz00UcYOHAgvvnmGylb5tKlS5g4cSI2btyI999/H8OGDcOZM2cMjjF27FhcuHBBeq5WqzF48GCEh4dne10AaNSoESZPnoxq1aqhVKlSGDFiBMLCwhAfHw8AuHHjBqKiojBmzBgEBARg2LBhUKvVOHv2LICMPeFTU1PRt29f+Pj4oHPnznB3d8fdu3d1rvPbb7+hTZs2UgYSvXnS09PNtuzJnGMREREREREVJq+lZk21atXw77//Ii4uDkIInDp1CjVq1JDOy2Qynfbh4eEoWbKkzrGIiAj07dsXI0aMwIYNG6BW5z39Nbf5AMDvv/+Oxo0bw8/PT6+/SqWCra2t9NzW1haxsbF49uyZweuFh4fjyy+/ROfOnTFr1iyoVCpMmzYNAJCWloYLFy4gPj4eX331FTp37ozZs2cbzEypW7cu/v77b+n5uXPnkJ6ejqCgIIwaNQqHDx82eH1Dr6+zszOKFSsGALhz5w4CAgJgZ2cntS9fvrwUBAoICICTkxNCQkIAALdu3UJycjLKly+vM2ZISAh69OhhcA5U9D169AhDhw7F+++/j+PHj8PW1hbNmzfX+V7J61hERFSIadSAJt3MDy6DIiKiou217AbVuHFjXLlyBd26dYONjQ08PT3x3XffGWx7+vRphISEYPny5dKxunXrYs2aNVCr1YiIiMD333+PpKQkDB06NF/mc+/ePRw7dgwrVqwwGDSpUaMG9uzZg5YtW8LGxgY7duwAgGyzAPbs2YNWrVrhf//7HwBgwoQJeOedd/DgwQMAgIeHBz744APIZDL4+vrit99+w6NHj1C2bFmdcdq2bYtBgwYhMTERTk5O2LNnD1q3bg0AiI2NlZYt5SQuLg7Lli3D+++/LwVxkpKS4OTkpNPOyckJSUlJAAB7e3t88cUX+OKLLyCTyaRlVJlr+CxYsABjxoyBlRU3GCsK/v77b5w/fx4A0L59e9SpU0c6l5qaih07diAiIgJlypTBO++8A1tbWxw+fBjjx49HUFAQ5s2bh6ZNm6JcuXJmG4uIiIiIiOhN8Voya3bs2IGQkBAsWrQIK1euRL169TBlyhS97JhLly7hm2++waxZs+Dt7S0d1y5r8vLyQt26dTF8+HAcPHgQQMZSoG7dukmPrHVU8jKfhQsX4sMPP8w2I2DgwIHw8vJC9+7d8c4770jZNx4eHgbn8/TpU5QqVUrq7+DgAE9PT0RHRwMA3N3ddbJf7OzsDAaJvLy8ULVqVRw5cgRxcXH4559/0KZNGwDAsmXL0KJFixzvOyEhARMnTkTTpk3RpUsX6bitrS2USqVOW6VSKd3/o0ePMGPGDIwZM0aqBbRw4ULcvn0bQEYNH39/f73sJCq8KlWqhPbt2yM5OVl6n2otX74cV65cQf369XH9+nUpsBoXF4dSpUrBwcEBNjY2SElJwf79+xEUFPTKYxERUeEl06jz5UFERFSUvZY0iGPHjqFTp06oUqUKAOCDDz5Au3bt8PDhQymIcfXqVUyfPh1ffPEFqlWrluN49vb2UhaJQqHAypUrpXPZ1akxdj6+vr4IDQ1FVFSUTp9hw4Zh3LhxaNasGRwdHfHVV19Jc/jnn3/g7e0tLSvKOh9XV1c8f/5cOpaeno7Y2Fi4ubkZLICck/bt22Pr1q1QqVSoUKECfHx8jLrvpKQkTJo0CZUqVcKIESN0zpUqVQpRUVFQq9XSjlb37t1Do0aNAADnz5+Hr68v2rVrBwDw9vbG/v37cfr0aZQrVw6XL1/GxYsX0a1bNwAZBYlv3ryJO3fuYMqUKSbdHxUMpUuXRunSpXH06FGd48nJyTh27Bh+/vlneHh4oFatWhg6dCjee+89+Pj44MiRIwgMDIRGo0F6ejru3buHhg0boly5cq80FhEREeWftLQ03L59G5UrV9Y5fuPGDZQpU0ZaKp+QkICEhASdcgVPnz6FWq2WfidVq9W4ceOG9Hs2ERHlzWvJrPHz88OZM2ekZUKHDx+Gra2ttHX0v//+iy+++AKffvopateurdd/48aNiIiIAADExMRg7dq1OkspMhceNmb77Jzmo1AosG3bNmnXqYULFwIA5s2bJ20VHhoaKm0z/uTJE6xcuRL9+/fPdj5NmjTB/v37cf/+fWg0Gqxbtw4eHh4oU6aMya9lo0aNEBkZic2bN0tZNQByrFmjVCoxefJkBAYG4qOPPtI7X61aNdja2mLbtm0QQuDAgQN48eKFdL++vr64f/8+7ty5AyAj0+bmzZvw9/cHkLGN+urVq6XXrGLFiujRowfGjh1r8v1RwfbkyRMUK1ZMWgLn4uICNzc3REdHo02bNrh+/TrWrFmDPn366GVrvcpYRERUiAn1f9t3m+shmFljTgqFAu3atcPJkyelYzdu3EC9evWg0WiQmpqK/v37o2TJkqhVqxaqVauGsLAwABnZ3bNnz5b6vXz5ElWrVn3t90BEVNSYJbPm6dOnGDFiBNRqNTQaDbp16wZnZ2f89ttvAIAhQ4Zg7ty5ePvtt2FlZQVnZ2dMnToV9vb2AIBff/0VSqUS8+fPl8YsVaoUvv/+ewAZwYS5c+dK2R9NmjTBmDFj8m0+7u7u0lja4I+rq6u0HKNMmTKYO3cupk+fDoVCgZ49e6Jjx47Zzqdu3bro1asXRo0aBbVajZIlS2LatGlGBZaysra2RqtWrfDnn3+iefPm0vGcatYcOXIE169fx6NHj3D69Gnp+Pfff49SpUrB2toa06ZNw+zZs7Fq1So4Ojpi6tSpcHZ2BgAEBweje/fuGDt2LGQyGdRqNTp06ICWLVsCgF69GysrKzg4OOgdp8IvJSVF+uualq2tLZKTk+Hk5ISpU6cCyCjCPX78eFSrVg3Xrl1D/fr18zwWERER5S+5XI6BAwfit99+Q+PGjQFk/H7evXt3ODg4YP78+bh+/TqioqLg4uKCjz766JU2AYiPj5d2JQWAx48fm+U+iIiKErMEazw8PHSW/gC6OxC5u7tj3rx5UKvVSE1NhYODg07badOmIS0tTedY5kBGpUqV8PPPP0OpVMLOzk5vdyNzzyczZ2dnbNu2Da6urtIxJycnzJo1C0qlEjY2NkYFXfr27Ys+ffogJSVFCgoBQM2aNTFv3jydtsuWLYOjoyMAoHLlylLQSsvOzg4NGzbUCYYsW7ZM74OvVqtWrQx+WM68dKpq1arYsGEDEhMT4ejoCLlcN+lqyJAhGDJkiHQ+p6/B9OnTYW1tne15KrxcXV0RGxsLIYT0HtAu6dNSqVRYtmwZhBBISUnB5s2b4enpmaexiIiI6PUYMmQIgoODsWTJEtjY2GDt2rVYt24dgIyNB0aOHCn97vj555+jRIkSOgEXUyxcuBAzZsww29yJiIoiswRrFAqFTjZKTu0MBUa0tV5ykznIkZ/zyUwmk2U7lrHzyTxW1j7W1tZ69WYyP896Pjk5GQcOHMDkyZOz7ZOVra2tUdsny2SyXL8WxmTLGPv1pMLH29sbDg4OOH/+POrUqYMrV67AxsZGWqeuDdTcuHED/fr1Q5UqVbBgwQIsXrxYJ+BpzFhERFREaDTmLwjMemZmFxgYiOrVq2P79u1wdXWFlZWVlMX94sULqXwBkPGHUblcjhcvXuTpWuPHj9fZ1fXx48eoW7fuK82fiKio4T7LhciePXuwePFi1K5dG8HBwZaeDhVhZ8+exb59+3D37l3cv38fFy9exLBhw+Dt7Y1BgwZhwYIFCAgIwIMHD/Dhhx9CoVDoBWoaNWqEmJgYNG/eHL/99hsiIyPx5MkTo8YiIiKi1++9997Db7/9BldXV/Tv31/KfC1TpgyuXr2Kt99+G0BG/UaFQgE/Pz84OTlJtSUB6Pw7O87OztJyeyIiMozBmkKkRYsWaNSoEf9zo3wXEBCA9u3b6xzTvu+aNm2KypUr48GDB/D394enpydUKhWWLl2KW7duoV+/fmjatCkSExOxY8cO/O9//8P777+PHTt2IDk5GdWrV89xLCIiKmK0RYHNPSaZXc+ePTFu3DgolUpcuXJFOj5y5Ej07t0bgYGB8PX1xSeffILhw4fD2toaDRo0wOzZs7Fr1y44OTnh888/t+AdEBEVHQzWFCJ2dnbZ1qUhMidvb294e3tne97Dw0PaxUmbUXPr1i20b98eTZs21WlbvHhxlC1bFlWqVME333yDQ4cOoXLlyggKCtIbi4iIiCzH0dERb7/9Nq5fv44KFSpIx9u2bYvVq1dj+fLliI+Px9tvvy0tyW/UqBFmzpyJefPmwcvLCzNnzsS4ceMsdAdEREUHgzUFXHR0NM6fP5/jblNElpJ56VPr1q1Rp06dbNt6eHigbdu2OHbsGBYvXoyxY8dKARsiIiq6ZBq12WvWmL0GDknCw8MxcOBAveNdu3ZF165dDfYZPXo0Ro8eLT2/du1avs2PiOhNYbZgzePHj3HhwgVYW1ujbt26eju6pKSk4MSJE4iPj0ft2rUREBBg1vPmnk9u/bWuXLmC69ev4+233861WHFePH78GFu3bn3lYE1KSgrOnj2Lly9folKlSihXrpzO+c2bNyM9PR0A0LhxY5QqVUpnDkeOHNEbs1GjRtLrllN/Kpqy1qjx9vbW20UsM7lcDicnJ3z00UdYtGgRAzZEREQFyJMnT3D48GFcuXIFf/75p6WnQ0T0xsv+k5UJtmzZgsmTJ+PmzZs4ceIEBgwYgFu3bknnU1JSMGrUKOzcuRPh4eH48MMPcfbsWbOdN/d8cuuvFR8fj3nz5mHFihVISkrK8+uX38LDwzFs2DAcOnQIERER+OSTT/Dbb7/ptElKSkJiYiI2bdqkVxguPT0diYmJ0uPRo0dYsWIFNJl2YsipPxU9WQM1TZs21dmCG8hYtte6dWtp6Z5MJoNMJoOrqysmTJiAYsWKYfHixQgPD7fUbRAREdH/W716Nb7//nusXr1abwdHIiJ6/cySWVOxYkV069ZN2sVl4cKF2LBhA6ZPnw4gYxcjIQS+//57WFlZITAwED/++CPq1atnlvPmnk9u/bV++ukndO7cGT///HOur5FKpcLZs2cRExODSpUq4a233gKQkbVy5coV1K5dGyEhIVAoFGjatKnB2jRbt25FixYtdOp77N69G8HBwShZsmS217a3t8fChQul4q0tWrTAJ598gr59+8LGxgZARvV/ADh58qRef39/fwwbNkx6vmXLFpQrVw5lypSRjuXUn4oWQ4EaANBoNDqZNVZWVjrvESAjYCOEgLu7OyZMmCBt680MGyKiIkxozF8QWHDrbnObPHmyVIeGiIgszyzBmipVqug8d3V1xYsXL6TnFy9eRKNGjWBllXG55s2b44cffsCLFy/g4eHxyufNPZ/c+gMZy5+ioqIwbNiwXIM1KSkpGDt2LKytrREYGIhff/0V/fv3R48ePRAZGYnly5dj+/btqFy5Mm7evIm//voLixYt0hvnxo0bUCqVGDBgAADg0aNHWLZsGbZu3Ypdu3ahSpUqKFu2rF4/X19fvfsRQkCtztsvTvv27UOHDh3y1JcKt+wCNQD0MmuUSiWOHDmCFi1awN7eHkDGUihtRhYDNkRERERkKfa1aqHixo2WngZRtsyyDCqz+Ph47N27F61atZKOPX/+XGdLXg8PD8jlcjx//tws5809n9z6p6WlYdGiRfjoo490PpxmZ/fu3bCyssKSJUswfvx4zJkzB6tWrUJCQgIAIDk5GXPnzsVHH32EhQsX4tatW3jy5IneOB06dMC+ffuk53v37kXDhg3h6OiITZs24fbt27nOBQA2bdqEBg0aSB+gTREeHo4HDx7ovB70ZlCpVFiyZInBQA2gn1mjVqsRFRWlExTUZtZoaQM2xYoVw6JFi7gkioioCNIWGDb3g4iIqCgza7AmJSUFX3zxBerWrYuWLVvqnMsa1Mj6oS2v54UQWL9+vfRITEw0y3xy6r9+/XoEBwcjMDBQ7zUwNJ+bN2+iYcOG0gfZSpUqwcnJCffu3QOQkfni7u4OIGPJkoeHB2JiYvTGrlWrFtLT0xEaGgohBPbv3482bdoAALp06aK35MSQzZs3IzQ0FBMmTMi1rSH79u1D/fr14eLikqf+VDhpM2pu376Ndu3a6QVqgIxgTW7By8yZNVru7u4YNWoUbG1tWcOGiIiIiIgIZgzWqFQqfP755/D09MT48eN1zrm7u+ssI3r58iXUarW0hOlVzgshdIrfav+K/yrzyam/RqPB+vXrYWNjg/Xr12Pbtm0AgD/++AMREREG55M1CARkBIe0c9Uux8qNTCZDu3btsHfvXly8eBEqlQq1a9cGAPTu3Rvly5fPsf+OHTuwfft2fPvtt9nubpUTtVqNQ4cOoV27dib3pcIr89KnNm3aZLs9txAix92ggIz3cNZgDQAUL14cbdq0YdFhIiIySfXq1VG8eHHMnz/f0lMhIiIyK7MEa9LS0vDFF1/A0dERU6ZM0fvAVr16dZw5c0b6kHby5En4+vrCy8vrlc/L5XIMGzZMeri4uLzyfHLr3717dykoo90FKikpCWq12uB8goKCEBISIvW/c+cOYmNjjcqEyapdu3Y4duwYdu7ciVatWklFkHft2oW7d+9m22/37t1Yv349FixYAG9vb5OvCwD//PMPAGRb2JmKnqw1aqpUqZJtcDHrMii5XA5PT0+9Y4aClwqFAsWKFcOYMWMYsCEiKmo06vx5IKOG4NOnTzFx4kQL3yQREZF5maXA8OLFixEaGop3330XmzZtAgC4uLigY8eOAICOHTti165d+PTTTxEQEIC///4bkyZNkvq/6nlzzyen/tpgjFZcXBy2b9+Ofv36ScGerLp27SpdIygoCAcOHEC/fv3ytJTI29sb5cqVw4kTJ7B8+XLp+KZNm2BjY2OwwPDFixfx3XffoW3btjh27Jh0vGPHjtIc9u/fj+fPnyMhIQEnT57Ew4cP0bJlS53Azr59+3QCRJkZ058KF0PFhK9fv55tsCZrgWEHBwd069ZNp42hZVBARsaNlZUVnJ2dWXSYiIiICpTSn/5l6SmQmdWNf4napU1faUD0OpklWFOhQgUUK1YMKSkp0jHtltAA4OjoiJ9++gkHDhxAfHw8vv32W1SsWNFs5809n9z6Z2Zra4s+ffrAwcEh2/k4Ojpi+fLlOHr0KGJiYjBlyhTUrFkTAODj46O3rKhLly5SAeTixYtLQSatevXqITY2Vtr+W9snu0wdBwcHvPvuuwCgU9Mnc+HX5ORkJCYmon379lK7zOeFEChTpoxUIyer3PpT4ZLdrk9paWlGZ9ao1WpER0ejRIkSUoDPUG0oLSsrK6Snp3OXKCKiIkamEZAZCNS/6phERERFmUxk98mJCqwJEyagXr166NWrl6WnQkVQTttznz9/HhUqVICTk5Nev3PnzqFKlSpS4DIxMRHr169H3759pfbXr19HiRIldHZj0woNDdUpth0TE4MFCxYgISGBARsiokIoKioK/v7+uPNndfiVMPxHrzyPHa1CYKcriIyMhJ+fn1nHptdP+14pqF9PZtYUPXXjT6J2abccV2sQmVNefs6Zfetuyj+3b9/GkiVLEBYWxiK/lC9yCtQAQHp6eo7LoHIrMJzdMijgv8warczberOGDRFRIZaPNWuoYIqMjMTChQsxe/ZsS0+FiKjQYrCmEElLS4OjoyMWLlwIZ2dnS0+HipjcAjUajQYajcboZVCGGLMMKjMGbIiIiAqXtLQ0NGrUCLdv34atra2lp0NEVGgxWFOIVK5cGUOGDOFyEDI7lUqFpUuXZhuoATKyamQymcEC00IIvQLDhpiSWaOVOWCzaNEiBmyIiIgKsLt37yItLQ0//fQTPvnkE0tPh4io0GKwhugNp82ouXXrFjp27GgwUAP8V1zYUEBGmy2TObPGzs4O7du3h52dnXQst2BNWlqawXPu7u4YN24cbGxsGLAhIipsRD4sgRJcBmVpz549w8qVK7Fw4UJcuXIFAPDgwQPMmzcPSqUSU6dOxebNmy08SyKiwovBGqI3WOalTy1atEDDhg2zbZtTvRptACZzsMbKygr+/v46fUxdBpWZl5cXOnXqxCVRREREFhYREYFq1aph7969uH//Ppo3b46NGzdCJpPB1tYWMpkMdnZ2sLa2Ntg/Pj4eUVFR0uPx48ev+Q6IiAo+BmuI3lBZa9S89dZbOlkwWeUWrJHJZDpZN0qlEjt37oRSqZSO5ZRZY21tnWOwBgA8PDwwdOhQBmyIiAoRmRCQCY2ZH9zM1JK+/vprtG3bFlu3bsWiRYuwcuVKfPzxx/Dz88OQIUPg4uKCqVOn4p133jHYf+HChfD395cedevWfc13QERU8DFYQ/QGyhqoady4MVJTU3MsBJienp7tX8gM1atRq9WIjo6GWv1fqrpMJsvTMigtW1tb2Nvbs+gwERGRBV26dAkdOnSQnnfs2BHR0dFGZ8iMHz8ekZGR0uPcuXP5NVUiokKLwRqi/3f+/HlLT+G1MLTrk0qlgkKhyDZzBsg9sya3naCAvBUYzszOzg6pqancJYqIqDDh1t1FTtZlzcZuNKDl7OwMPz8/6eHj45NfUyUiKrQYrCECsGLFCtSpUwezZ8+29FTyVXbbc6ekpEhrzLOjLTBsiCnBmuxq1hizDMrW1hYpKSkA3qxtvWfNmoXIyEhLT4OIiAgAEBwcjF27dknPd+7ciZIlSzLoQkRkRgzWEAG4cOEC6tati6lTpxbZgE12gRoAuS6BAnJeBmUoWKNQKODj46Oz1XdumTUajUZn2VRW2swarTchYDNmzBhMmzYNBw8etPRUiIiIAACffvopjh07hs6dO2PEiBEYPnw4vv/+e0tPi4ioSGGwhghAhQoV0Lx5c8ybN08nYJOQkGDhmZlHToEaICOzJqfiwkDOmTWGUp/t7e3RuXNn2NvbS8dyqlkjl8shk8lyzK7JnFmjVZQDNmPGjMHSpUtRqVIlzJs3D82aNcOjR48sPS0iItNoNPnzIIsJCAjA1atX0atXL1StWhVnzpxBz549AQC+vr745JNPLDxDIqLCj8EaImQEa65fv46JEydKAZvPPvsM9evXx6FDhyw9vVeSW6AGyJ/MmvT0dDx48EAn+JLTMiiZTJbrUihbW1uo1Wq9NkUxYDNmzBisWrUKGzduxLVr13Djxg107twZX375paWnRkREBHd3dwwYMACjRo1CpUqVpOM+Pj4YPXq0BWdGRFQ0MFhDhIxgzbVr1wAAEydOxBdffIG5c+eiZMmSaNWqlYVnl3fGBGoA4zJrTC0wnJKSgr179+pkwuS0DArIfUcouVwOGxsbvewaoGgFbLSBmp07d6J3797S8U8++QQ///wzXr58iQcPHlhwhkREJmBmDRERkckYrCFCRjrv8+fPkZCQgKdPn2Lbtm1o27YtDh48WGhr2BgbqAGMy6zJrcCwMTtA5BasMabIsJ2dncFgDVA0Ajbjxo2TAjWtW7fWOy+Xy7F//340b94c9+/ft8AMiYiIiIgov2W/Ty9REfTw4UPs27cPzs7O6Nq1q7SsRyaTISgoCEeOHMFnn32GPn36YOrUqZg/fz4mTZqEoKAgnQyHgk6lUmHp0qW4desW+vbtm2OgRq1WIy0tLcfMGiFEjsughBBG7QaVdavPrHLLrAH0iwxnpQ3YzJ8/H4sWLcJHH32EoKCgXOdWUDRo0AAdO3Y0GKjR6t27N2JiYtCiRQucOnWKu28QERHlo3tzO1p6CmRm8+Zdt/QUiHLFzBp6Y/zyyy8oV64cvvrqK7z77rto1aqVThZHpUqV0Lt3bylQA2Qsidq6dSvefvttC83adNqMmlu3bqFZs2Zo1qxZju1TUlJgbW2ts2tTVtrXyRxbd79qZo2hIsNZubu7Y/DgwbC3ty90GTa9e/fWC9RoNBosWrQI/fv3x++//w4hBD788EP06NEDw4YNs9BMiYiMIxMayDRq8z4El0EREVHRxmANvRGOHz+Ozz77DGfOnMG9e/dw+PBhnDp1CqtWrZLazJ07F99++60UqNHq3r17rkuECorMS586dOiAunXr5trHlJ2gslvqZChYY29vjy5duujsBmVMsMaYzJrcgjVAxm4U7du3L9RLorQ+/vhjTJs2Da6urpg1axa6deuG1NRUDB48GH///XeuAS4iIiIiIipcGKyhN8Ls2bOxdOlSVKtWDQDQtGlTdOjQAcePH5falCpVCqNGjbLUFF9Z1ho15cuXh6OjY679jC0unN0SKMBwsEahUMDb21snY8eYAsOvUrMmMwcHB9jZ2WHMmDGFOmCj0WiwfPly/PLLL1i6dCmuXLkCKysrvP322/jrr7/g5+eXbcYTEVGBwALDREREJmOwhoo8jUaDJ0+eoHv37jrHK1eujJcvX1poVuZlqJhwUlISnJyccu2bmppqdGZNdgwVGE5OTsa2bduQnJwsHTNXZo1KpcpxHO21HBwcYGNjU6iLDsvlcvj4+EhBLDs7O2zcuBHJycmYNGkS5s6dq9M+p3o+RERERERUOPDPsVTkyeVynDx5Ui/zo1ixYjrFbtVqNeLi4uDu7v66p/hKDAVq0tLSoFKp4ODgkGv/lJQUFCtWLMc2ecms0Wg0ePHihU5QRSaTvdLW3do2crkcqampOkusDHFyckJSUhL8/f0xYcIELFiwAIsXL8bYsWMLVdHhn376CYMGDUJCQgIqVaqEbdu24eTJk5g7dy769OkjtVuzZg1mzZqFixcvGhWoIyJ6LfIjE4aZNUT0ipQXL+JGhYqWngblg4o3b1h6CmbBzBoqktLT0xEVFQW1Wg0ABoMRmbM81Go1+vXrhxkzZrzWeb6q7LbnTkpKgr29fY5Fg7VSUlKM2rY7p2CNsbtBKRSKVy4wLJPJjF4K5ejoiMTERACFe1vvNm3aYNeuXdizZw86dOiAhQsXYvbs2Zg8ebLUZs2aNXjvvfegUqmwZs0aJCUlWXDGRERERET0KhisoSJn/fr18Pb2hr+/P4oXL46ZM2cazNbQbiOtDdQkJiZi3rx5Fphx3mQXqAGAxMREozIrNBqN2ZZBmbJ1d3bbd2uXQeW0vTdgfN0abWaNVmEO2NSpUwdLly5Famoqvv76a3z66afSOW2g5t1338WcOXNw4cIF1K5dGy9evLDgjImIiIiIKK8YrKEi5ejRo/jkk0+wc+dOPHz4EJ988gnmzJmDli1bIjY2VqetXC5Henq6FKjZtm1bodz1KWugBsgI1hhTXFilUkEul+eYNQPkbRmUlZUV/P39dYI82jbZZddYWVlJAbScmFJkWLskTKswB2x8fHxw+fJlg4Gab775BuvWrUPfvn2xatUq1K9fX6cdEZHFsMAwERGRyRisoSJl2bJlGDFiBBo1aoSSJUvis88+w7Fjx3Dz5k106NBB5wO+XC7H0aNHi1ygBoDRxYW1O0FltyW3Vm7LoAwFa+zs7NC+fXudrB1tm+wyZ+RyORQKhdm279YWGdYuhdIqzAGb8uXLS//OHKj55JNPdNoFBATg5s2bOsc0Gg1GjBiBgwcPvpa5EhERERFR3jBYQ0VKamoqnjx5onOsbt262LdvH65evYopU6ZIx5s2bYoePXoUuUCNSqWCSqUyKrNGqVTmugQKyNsyqPT0dNy9e1enBo1MJsu1yLAxdWuMDdYAGUuhsgZrgMIdsAGABw8e4IMPPjAYqLl16xYWLVqEt99+Wzqm0Wjw3nvvYf369Ua9N4iIzEZoAI3avA/BzBoiIiraGKyhIqVdu3ZYvXq13gfvWrVqYcGCBfjhhx/w/PlzABlBnM2bNxepQA2QkVXj4OBgVA0ZbWZNbvKSWZOSkoKDBw/qBVXMtX13SkpKrrVtgOyDNUDhDtiUKlUKV69e1QvU3L59Gy1btkSTJk3w8ccfA/gvULNjxw7s27cPDRo0sMSUiYiokJk4caJU/+zKlSsYPXo04uLiAADnz5/HDz/8ILV9+fIlfvjhB0yZMgW7d++2yHyJiIoSBmuoSBkyZAjKlCmDt99+GzExMXrn7OzscOHCBQvNLu+MDdQAxhcXBowL1gghjArW5LaUSiu3YI0x23fb2NhAJpMhNTU11+tpiwxnF9gpzAGbzEuigIxATYsWLVCzZk1s2bJFeq0ZqCEiS5JpNPnyoPwXEhKCI0eOAAC2bt2KFStW4OTJkwCAjRs3IioqCgDw+PFj1KhRA2fOnIGzszOmTJmCL7/80mLzJiIqChisoUIrJCQEw4YNQ79+/aQaHLa2ttixYweePXuGFi1aIDIyUmqvDRD4+flZZL55ZUqgBjB/sEatVkMIYXJmTXbMkVljyvbd9vb2UKvVOQZ2CnPARitzoEa7tI+BGiIiehXNmjXD0aNHAQDHjh3D4MGDcezYMel5s2bNAACzZs1C27ZtsXbtWnz66ac4ePAgvvvuu2wzW+Pj4xEVFSU9Hj9+/Fruh4ioMGGwhgqllStXom3btkhNTcXdu3fRpk0bHDp0CADw1ltv4fjx40hKSkL16tXxzTffYO/evejRowfat2+PypUrW3j2xlOpVPjhhx+MDtQIIYwO1gghkJKSAnt7+xzbpaWlQaFQ5BiMed3BGsC0IsOOjo7Z/sKolTVgc/v27VzHLkhCQ0NRu3ZtvUDNmjVr0LZtW1y+fBmrV6/Gli1b8NdffyE6OtrSUyYiogKuadOmOHbsGFJTUxEWFoaxY8fi2LFjSEhIQGhoKBo1agQgY0nUgwcPMG7cOHz00UeYPXs2AGT7x4+FCxfC399fetStW/e13RMRUWGRfcVQogIqLCwMkyZNwunTp1GhQgUIIdCsWTN8+eWXaNWqFYCM5SGXL1/GvHnzsHr1aqSkpKBPnz6YPn26ZSdvAm2g5ubNm+jZs2eugRogo8CyWq3ONQCjbWuObbsBw8Eae3t7dOvWTW8uxgRrcgusaMc3tciwp6dnju20AZuvv/4aS5YswUcffYSgoCCjrmFp3bt3R/fu3QHo1qiZOHEifv75Z6SnpyM5ORnJyclISkqCj48P1q9fDxcXFwvPnIiKPI0G0Bi3VNakMSnfNWjQAGFhYfjrr79Qu3ZtVK5cGQ8fPsTevXtRtWpVFCtWDEDG/+2+vr46/2fOmTMHJUqUMDju+PHjMXToUOn548ePGbAhIsqCwRoqdH7++WdMmTIFFSpUAJCxJGbo0KEYM2aMTjsnJyd89dVX+OqrrywxzVeiXfp08+ZNNGrUSApC5SYxMRGOjo5GZblod4J61W27AcPBGoVCYTA4Ys7Mmqx1ibJTrFgxvV3CsuPu7o6BAwfi999/x+LFizF27NhCE7DRGjp0qLT06cmTJ/j777+xY8cOS0+LiIgKGQcHBwQHB2PWrFno27cvAKBhw4aYO3cuWrRoIbVr3rw57t+/j9GjR0vHDh06BB8fH4PjOjs7w9nZOX8nT0RUyHEZFBU6CoUC/fv31zlWunRpKJVKC83IvDLXqOnYsSPq169vdPHexMRE6a9cuTHXTlBAxpKqrMGa5ORkbNy4EcnJyTrHzRWssbe3N/prrs2syem6mQUEBKBDhw6FtoZNu3btpBo1xuyYlZkQAteuXcunmRHRG0mjyZ8HvRbNmjXDpUuXpPo0zZo1w8WLF6XnADBlyhTcv38ftWrVwpAhQ9C4cWN8++23lpoyEVGRwMwaKnS++eYbvWN2dnY6H8TVajX27NmDTp06vc6pvbKsxYTd3d3h6upqdP+EhIRs/4qVlVKpNGq5VF4zazQaDeLj4/UCJObMrElNTTWqXo6trS0UCgWUSiUcHR1zHdvJyQn29vYYOXIkli1bVugybHr16iX925RgjRACo0aNwqZNmxAREcG/ehIREd577z34+vqiVq1aAIBu3bpBCIHmzZtLbYoVK4YTJ07g5MmTuHv3Lj744AMWtSciekXMrKEiIXMAQK1Wo1+/fvjpp5+MzqQoCLIGaho2bIiEhASjgzUajQZJSUlm3QkKyHuwJjvGBGvS09NzDTJYW1tDLpcbtX23TCaDk5MTEhISjJ6j9nUv7LtEGUsIgWfPnsHW1hZbtmxhoIaIiABkbNwwatQoKBQKAICPjw9Gjx6tl8krl8vRtGlTDB48mIEaIiIzYLCGigSZTAYhhBSoSUxMxLZt24wOIFiaoe254+Li4OjoCBsbG6PGSE5OhkKhgK2trVHtjc2sUalUuW7bbWgZVHaMCdYIIZCenp7jODKZLE9Fho3l5uaG2NjYQr+tt5+fH6ysck6i1GbUtGjRAt9++y1atmz5mmZHRG8EjciHZVCmLfEkIiIqbArHJ1miXGhrumQO1BgbtLA0Q4EaAHj58qXJS6CKFStmVH0bjUaD1NRUsyyD0gZesgZrrKysUKZMGb1AQW7BGplMZtJSKGPr1hQrVszozBoAcHV1RXx8PNLT0wt1wKZevXr4+eefsz2vDdSsXr0aS5Yskf5ySkRERERElsNgDRVKT58+RefOnREfHw8AUkCgqARqhBCIjY2Fm5ub0WOZUlxYqVTC2to614wLwLhgjUwm0wvW2NnZoXXr1npLrXIL1gD5V2Q4JSUl14wdLRsbGzg4OCAuLg4ACn3AxpDMgZrdu3dLGTX379/H/fv3X+cUiagoE+L/s2vM+DCxeDoREVFhwwLDVOD8/fffmDt3LmJiYtC8eXNMmjQJpUqVks4/ffoULVq0QJ8+faS6GpUrV8b8+fMxZsyYQh+oAYCkpCRoNBqj688AGZk1xYsXN6ptSkqKUVk1gHHBGkNLoNLS0nD37l2ULVtWp7+5gzXaYEpurKysYG9vj8TERKMzltzc3PDy5Ut4eHgA+C9gs2DBgkJXdDirnAI1zZo1Q6NGjbBu3ToLz5KIiIgof9jXqoWKGzdaehpE2WJmDRUoW7duxQcffID+/ftj+PDh2Lt3L6pWrYpdu3YByPiA2aFDB/Tp0wdTp06V+ikUCnzyySdFIlADZCyBcnNzM3rL7rS0NKSmphod3FEqlUYVF9ZoNEhPT8+xbk52wZrU1FQcO3ZMrwCwscEalUqV6/xMqVkDwKQiw8B/dWsyFzsuzBk2WrkFau7fv49jx47hvffeQ3R0tIVnS0SFHrfuJiIiMhmDNVSgfPbZZ/jxxx8xbNgwjBkzBlevXkXbtm3RrVs3bN++HTKZDFu2bNEJ1BQ0P/30EwYOHIirV68aPJ9boAaAyUugEhIS4ODgYHS9EWOLC6enp0Mmk+U4rik7QQHmzayxs7ODSqUyemmTqXVrnJycIIRAUlKSzvH8DNgMHDgQo0aNMtt4hly8eBHr1q0zGKgpUaIErl+/jtu3byMgIABNmzbVu38iIiIiIspfDNZQgRIREQEXFxfpuYODAzZu3IjevXtjwIABuHnzJsqUKfPa5rNz505s2rQJmzZtQnJyss651NRUHDp0CDt37sSjR4+k4wMGDEDXrl0NBhuMCdSoVCqTluoA/xUXNpapO0HllOGTH8EaGxsbo4I12t2vTC0ynNu24FoymQyurq54+fKl3rncAjbR0dHSe+fIkSN6/R89eoSdO3fi0KFDOtlHixYtQokSJYyaX14FBwcjIiJCL1Dj7++PQ4cOoVKlSnBwcMD06dPh6OjI5VBERERERK8Za9ZQgVKnTh388MMPaNasmXRMLpfjl19+wfXr1zFlyhRs3779tc0nPT0daWlp2Lp1K1q1agUHBwcAGQGKKVOmwMbGBr6+vti4cSPmzJmDMmXKwNHRUWqXmTGBGiAjq6ZYsWJGFf/VSkhIMPoDvhDC6GBNWlparluH5yVYo1arc2xjbW0tFY/OjbbIsDHBKnt7e8hkMiiVSoNfI0Pc3Nzw6NEj+Pv7653LqYaNRqNBWloaoqKicOXKFbRo0ULqd+fOHUyZMgWNGzfG48ePsXfvXsybNw8ymQxubm6vZUcmd3d3ALqBmj179ugspUtOTsbjx4+NXo5HRGSQRgOYe9USl0FRAVb6078sPQXKRd34l6hd2vgsdiJLYGYNFShTp07Fli1b9LYatrW1xfTp0/H3338bnRVhDt27d0f//v31PjxfunQJycnJmDVrFkaPHo2uXbtix44d2Y5jbKAGyKhXo/0gbQyNRmPSTlBpaWnQaDRG1ffJrbiw9vqGgjUODg7o3bu3XlBEoVCYrWYNYNqOUDKZDMWKFTM6EARkbOGdlJSU7Xyyy7Dx8fFB//790aRJE70+f/zxB7p27YoxY8Zg5syZSE5OxqVLl4yekzlduXIFZcqU0QvUpKeno3///rC3t0fPnj0tMjciIiIiojcVgzVkMdevX8e8efOwbNkyPH78GADQsWNHfPzxxxg5ciR+/fVXnfaBgYGQy+WvNViTnbCwMFSvXl0K4tSqVQthYWEAgM2bN2P16tVYsGABDh8+bFKgRqPRmFyvJjk5GVZWVkYXV05OToa9vb1R2TDaZVA5yS5YI5fL4eLionfOnMugANOCNYDpdWusrKzg7OxscCmUlqk1bMLCwlCrVi0AGcGr6tWrS++fcePG4eLFixg4cKBeceb80KVLFxw+fFgvUNOnTx+cPHkSu3btMmlJHhGRHnNv2619EBERFWEM1pBFrF69Gk2aNMHx48cxZ84clC1bFgsWLAAALFiwAB9++CGGDBmC4cOH4+HDh4iLi8O0adMwdOhQk5bc5JeEhASdD7dOTk5Stkbnzp3x448/4ocffkCdOnWMDtQAQFxcHGxsbIzeVhsA4uPjUaxYMaOXqhi7BAowbhmUWq02+DVJSkrC2rVr9YrTmlJg2JjAXH4Ha4CMYExMTEyubYwN2OT0/pkxYwZWrlyJRYsW5fram0vm9442UHPs2DEcOnQIVapUeS1zICIiIiKi/1j+Uy+9cR4+fIjRo0fj1KlT+PPPPxEREYFJkyZh4sSJGDFiBGQyGZYuXYq1a9di79698PPzg7u7O9zc3DB//nxLTx9AxofrxMRE6XlSUhKcnZ0BZAQP3Nzc4OjoiFWrVhkdqAH+27LbFPlVXBh4tcwaIQSSk5P1Ai7GBmuEEEbt8qTdvju3MbWcnJyQmppq9DIrIKNuTVxcXK61dowN2Bh6/2i/hi4uLnBzczNp63ZzGjBggBSoqVq1ao5tjxw5gr59++LEiROvaXZEVCgJTf486JWsWrUKw4YNKzDjEBGRLgZr6LU7efIk/Pz8ULFiRQAZH8xnzJiBX3/9FcuXL8fMmTMBAP369cO9e/cQFhaGx48f45dffjF6qU9+CwoKQmhoqBQguHz5MgIDA6Xzpix90hJCICYmxqR6NUIIJCQkSIEiY5iaWWNMsMaUgrjGBGtkMpnRdWusra2hUCiQkpJi1PUVCgUcHR1Nyq6xs7ODnZ0d4uLicm2bNWDz5MkTvTZBQUG4cuUKgIzX7+rVq1JhYkvr1auXUYEaAGjUqBE6duyICRMmoGnTpibVAiIiIstSKpU5/txeu3YtBg4c+MrjEBFR3jBYQ6+dt7c3wsLCEBERoXN80KBB+PrrrzFjxgz8+++/ADI+tAcFBaF48eKWmCqOHDmCTZs2QaPRYPfu3fjzzz8BZNSoUSgUmD59On7++Wds3boVb7/9NoC8BWqAjOwKjUZjUpZMamoq0tPTjd7ZCIBJOyGpVKp82Q3KmCwY7VKo3MhkMpOXQjk7O+fLUqjMbUeOHAmlUomtW7fi0aNH2LRpE65duwYA6Nq1K7Zv346ffvoJM2bMgEKhkGrYWNo777xjVKAGyKgt1KNHD7i7u+PSpUu4detWPs+OiIhel549e+KHH36w9DSIiN5YDNbQa9e4cWMEBQXhgw8+0FtWMnHiRFSuXBm//PKLhWanKy0tDWlpaejevbtO8EChUGDu3LmoX7++tDwrKCgIKpUKS5YsMTlQA0DKqjFl6Yu2Xo2xwZL09HSoVCrY2dkZ1f5VdoOysrJCuXLl9LYgN2brbiAjEGDKjlDJyclGtQVg8o5QwH/BGmMLXLu5uaFu3bpwcHBAeno6oqOjpWVd5cqVw7x58+Du7o569ephzpw5BaIWk6lSU1PRtWtXnDp1Cnv27EGdOnUsPSUiKogEzF9cmPWFs1W5cmXcuHEDALBlyxZ4enpKfyD7/fffMWjQIKmtSqXCxx9/jHLlyqF+/fr4559/pHNbtmzBqFGjpOe7du1C06ZNERgYiPHjx+v8H53TOERElDeF79MBFToqlQr37t3TCXSsWrUKx48fx/vvv6+TZSGXy9GhQwc8evTIUtPV0aZNG/Tv3196vPPOO9I5BwcHdOjQAb169UKpUqWkjJrbt2+jbdu2JgVqAJi8BArICNaYsgQqOTkZdnZ2Ri1bUqvVUKvVRhUYNjSenZ0dmjdvrhcY0m7dnVvQw5QdoRwcHEzOrElKSjIqaKTl6OgIuVxudEaOg4MDPvjgA8ycOVPKJstcVDggIAC9evVChw4dTMqMKiiyBmoaN25s6SkRERGASpUq4ciRIwCAgwcPws7ODseOHZOeV69eXWq7c+dOlC9fHgcOHEC7du0wePBg6VxKSor0h40DBw5g0KBBGD16NA4cOIBSpUrh77//NmocQ+Lj4xEVFSU9tLuCEhHRfxisoXy1Zs0aeHt7o0yZMvDy8sKXX34JlUqFRo0aYe3atVi3bh26du2K58+fA8j44H/y5EmTAx2WlnnpU8OGDdG2bVuT+qekpCAlJQUuLi4m9cvv4sIKhSLXwE52mTVpaWm4du2aXsBF2za3YI2xNWsA0zNrrK2tYWdnZ9JSKJlMZtJSKK2SJUuie/fucHR0NGpb78KAgRoiMgm37n6tmjVrJgVnTpw4gUmTJknPjx07hmbNmkltmzRpghEjRiAgIAATJ07ErVu3DP5/unTpUkyYMAG9evVC2bJlMW7cOGn5tynjaC1cuBD+/v7So27duma6eyKiooPBGso3hw8fxmeffYY9e/YgOjoan3/+OebPn4/mzZsjJiYGvXr1wt69e3Hx4kUEBgaiZ8+eqFmzJjw9PfHBBx9YevpGyxyo6dKlC2rWrAlHR0eTxnjx4gVcXV1NKtSrUqmQkpJiUrAmOTnZ6CwOY7btBrIP1qSmpuL06dNITU3VOa5tm1vdGlMza1JSUoxeogTkvW7NixcvTLoOAAQGBqJz585GbetdEKWlpaFp06a4du2aUYGalJQU7NmzR6rRQ0REr482WPP06VOkpaWhb9++OH78OO7fv4+XL1+iRo0aUltvb2/p39rfXQwFWSIiIlClSpVsr2nsOFrjx49HZGSk9Dh37pzR90dE9KZgsIbyzY8//ogRI0agXr16KF68OCZOnIgTJ04gPDwc7du3h1KpRKtWrRAWFobFixejXLly+PLLL7Ft2zaTghaWlLWYcEBAAEqUKGHyOHlZApWQkABHR0eTXitzb9sNmF5gWCaTQSaT5boEyZTMGhsbG8hkMqN3hALyVrfG2dkZarXapCweAPDw8ICVlRU+/PDDQhmwsba2xpgxY9CmTRu0a9cux0BNYmIigoOD0alTJwQHB6NXr15ISkqywKyJiN5MVapUQXp6OpYvX46mTZvC09MTDg4O+P3339G4ceM8/Y5VsmRJ3L9/32xzdHZ2hp+fn/Tw8fEx29hEREUFgzWUb9LS0vRqzwQHB2P//v34999/8emnnwLIyIoYNGgQZs+eje7duxeaQqtZAzW1a9dGUlISPDw8TB4nMTEx3+vVAPmTWaNWq03+mmnr1uTElALDMpkMDg4OJgVRtJk1xuxMpSWXy+Hm5oYXL14Y3QfIuF8vLy+oVCqdbb0LU8CmZ8+eWLRoEU6ePInvvvsu26VPhw4dQnR0NMLCwvDixQtYWVmhb9++JmcjEVERwmVQr5VMJkOTJk3w3XffSUuemjVrpvPcVP3798eCBQsQGhoKIQT27t2LgwcPmnPaRESUReH4VEyFUvv27bF69Wrcvn1b53iNGjWwcOFC/Pjjj3j27JmFZvdqDG3P/fTpU3h6eurtfpSbmJgYODs7m9zP1GCNdicoUzJrjF0GZepf6YzZvtuUZVAATN6+287ODtbW1khMTDS6D5CRJWNq3RoAKFGiBJ49ewYXF5dCHbBZv349pk2bprfE6f79+1i/fj2USiWqVauGsmXLwsnJCb/99hv++ecfHDp0yEKzJiJ68zRr1gwxMTE6wZrMz03Vr18/fPjhh2jRogWcnJywZMkS1KxZ05xTJiKiLBisoXzz3nvvISgoCG+//bZUQDjzOXt7e1y8eNFCs8s7Q4EajUaDp0+fonjx4iaP9+LFC5OzcdLT05GcnJxvO0EBr74MysHBAf369TOYyWPM9t02NjbSjlTGMDWzBsjIrjF1KZSLiwtSU1NNCgwBGWv47e3t8eLFC7i7uxfqgM2iRYtw/fp16diuXbtQoUIFTJw4EXPnzsXJkyelnUg0Gg1kMhn+/fdfS02ZiCxMaPLnQdkbOXIknj9/joCAAABAt27d8OzZM51CvkOHDsWKFSt0+j179kz6nWTAgAH4/fffAWRk63z22Wd4/vw5YmJi8Ndff0ntchuHiIjyhsEaMotz587h/fffR69evaStHG1sbLBjxw68fPkSzZs311nrnJ6eDgDw9/e3yHzzylCgBsgIuNja2upszWyMtLQ0xMfH52kJlIODg0nZOKYsgQKMz6zJbhmUXC6XtrvOyphlUHK5HAqFwuilUK8rWKNQKODq6mryUiggI7smOjoaAAp9wKZ3794AMt7D77//Plq3bo27d+/i8uXLWL16Ndq3b4/+/fujUaNGSExMRKdOnSw8ayKiN4eNjY1OsEShUMDT0xMymUw6Zmdnp7dJQeY2tra2BjcxsLW11Xme2zhERJQ3DNbQK1u5ciXatWsHAHjy5Ak6deqEPXv2AMjYBef48eNIS0tD9erVMXv2bPz555/o1q0bOnXqhEqVKlly6ibJLlADANHR0ShRooTJv5i8fPkSxYoVMyookll+16sBTNsNylC2TlJSEn799VeDxWWNWQYFZPxCaEqwRqlUmlSDJi91a4CMpVB5CdZ4enoiOTlZek0Kc8BG6/Hjx3j+/DmmT58u/QLfp08fNG/eHOXLl8eAAQNw4cIFlC1bFgBw9OhRPH782JJTJqLXrQjWrHn27BlWrFiBH374ARERERadCxERFU0M1tArCQ8Px6RJk3D69GmsWrUKx48fR8uWLTF9+nSpzVtvvYWLFy9i/Pjx2LRpE8aPH486depg9erVlpu4iXIK1Gg/fHt6epo8bl6WQAFAXFwcXFxcTOqTX5k12S2DEkIgLS3NYGFZY5ZBAabtCGVtbQ2FQmHSjlDaZWGm7lbk5uYGpVJp0rWA/woNa7NrgMIfsPHz80NAQABu3rypczw1NRUKhQLjxo1D+fLlAWRs6f3XX3+hXr16GDp0qMn1goiICoKQkBA0adIEISEhuHDhAqpVq4ZTp05ZelpERFTEmFbRlCiL5cuXY/LkyahQoYJ0bMiQIfjggw902jk6OmLatGmYNm3a657iK8spUANkZNXkpbBweno6YmNjpYwDU/qZWq9GCGFSsEatViM9Pd2iu0EBed8Rytj7lMlkcHFxQVxcnMFU7+xkXgrl6+trdD8gYynUtWvXEBAQIGUkaQM2CxYswOLFizF27FgEBQWZNK6lyOVyLF++HAMHDoSLiwsaNGiAZcuW4ejRo/jss8902trZ2WH+/Pn44osvMHToUPTo0QN79uxhqjwRFSoeHh74559/4OrqCiDjZ/jvv/+ORo0aWXZiVGDcm9vR0lOgXMybdz33RkQWxswaeiW2trYYMGCAzrHSpUubXHy1oMotUKNWq/H06VN4e3ubPHZMTAycnJz01n7nJi/1atLS0qBWq2FnZ2dUe5VKBYVCkWsxYiEEhBD5shsUYFqwBnh9dWuAvC+FcnR0hIODg17R7cKcYdOmTRusWrUK7733Hjw8PPDll1/i888/R5s2bQy2d3Z2xu+//45Lly5h3759r3m2RPTaCQAaMz9eYRVUWFgYQkNDc2yTmpqKmzdv4unTp3rnypYtKwVqAODp06coU6ZM3idERERkAIM19EpmzpyJkiVL6hyzs7PTWfqiVquxY8eO1z21V5ZboAYAnj9/DgcHBzg6Opo8/qssgcpLvRp7e3ujM2CMrVejXcpkaFxra2tUqlTJ4I5Sxi6DykuwxtQlTS4uLoiPjze5bo2bmxuSk5NNXgoFAN7e3njy5IneErHCHLDp2LEj7t+/jxMnTuDu3buYNWtWju1tbW3h7u6Oy5cvv54JEtEbLSUlBYsWLUL16tVRs2ZNNGjQINu2P//8M4oXL47OnTsjMDAQnTt3RlxcnMG2mzdvxpUrVzBq1Kj8mjoREb2hGKwhs9N+cNdoNFCr1ejXrx9WrVpl9BbMBYExgRrgv8LCpkpPT0dcXFyegjXx8fEFql6NTCYzGKyxtbVF48aNDWYO5ccyKCBvmTW2trawtrY2uX6KlZVVnneF8vDwQGpqqsFrFuaAjb29PRo3bixtFZsdpVKJqVOn4ubNmwgODn5NsyMiizF3Vo32YYLo6GhERERgzZo1GDduXLbtDh8+jA8//BC//PILwsLCcO/ePYSHh2P48OF6bTdu3Ig5c+bgwIEDJu8GSURElBvWrCGz09afSE9Px8CBA5GYmIht27aZvFTGUowN1CQkJCAlJSVPhYVjYmLg6Oho8hKotLQ0k+vVABk7M5mS/ZOamvpKxYWBjNfx33//RaVKlfTGys9lUKmpqUhPTzd6mZhMJoOzs3OeMpY8PT3x6NEjk+vWyOVylChRAk+ePDFYK6cw17DRmj9/PrZs2YL09HRpuZxGo0FSUhIiIyMhhMBXX32F1q1bS33CwsJQokQJk78ORES5CQgIwPfffw8A2LJlS7btFi1ahAYNGqB79+4AMoLrn332GQYPHoyFCxdK2cS//fYbvvvuOxw4cADFixfP9/kTkfkpL17EjQoVLT0NykXFmzcsPQWLYbCGzE4brOnXrx+USiW2bdtmclDCUowN1AAZ25QXL17c5OK6QMbyqbwEeeLj4+Ho6GhyMePk5GSTrmdsZo1arc42CKdSqXDu3DkEBQXpjaVQKJCamprr+NpgjRDCqCK0VlZWsLW1hVKpNKlgsIuLC549e2Z0ey03NzeEh4cjJSXF6HpAWiVKlMDly5dRunRpg0vFCnvAxt/fHxcvXsTYsWNRqVIlABk/G7TFmevWrauzhPLmzZto0aIFAgICsH//fgZsiMgojx8/1nnu7Oz8Sj8/Tp48iaFDh+oca9y4MYQQOH36NHr06IEDBw7g/fffx4gRI7Bs2TIAQIUKFfDuu+/m+bpERERZcRkUmZ02kFCUAzVpaWl48eJFngoLp6Wl5XkJVF627NZoNK992+7cmJJZI4RAenq60WM7OjrmuW6NqUv1FAoF3Nzc9IoFG8POzg4uLi4Gi1dqFeYlUe+++y7Wrl2LTZs2oWHDhhg6dCjef/99DB48GG+//bbBQE3dunVRo0YNtGnTJk9Fn4mogBL59ABQt25d+Pv7S4+FCxfmeZrJycmIiYnRq8WnfR4ZGQkgI9vmiy++gJeXV56vRURElBtm1pDRQkJC8O+//6Jly5bw9/fPtl2FChXw/fffY8SIEUUyUANk7Pzg4uJicjYFkLEEytnZ2ahgSFZxcXEm7ziRkpIChUJh0vVMyazJS7BGoVAYFRiRyWRSdo2h7BND8lq3xtbWFgkJCTo7fBjD09MTUVFR8PPzM6kfkFFo+O7duyhZsmS2mUOFOcNG+1fm1q1b48CBA1KGTWbaQI2Xlxe2bNkCa2trjBw5Em3atGGGDRHl6ty5c/Dx8ZGev8rPDO2y26z/32j/P9RmhNaqVQu1atXK83WIiIiMwcwaMsqXX36J1q1bY+rUqahQoQI2bNiQbVu5XI6PPvqoyAZqNBoNnjx5kqesGiBjCVResmpSU1ORkpJi0vIe4L96NcYsI9JSqVRGff00Gk2eahEZm1kDZPySbMySKa28ZNYAgKura7a7feTWLyUlxeQAkbavTCbDy5cvc2xX2DNsFixYgNatW+PBgwd6511cXLB48WKkp6fj008/hUwmw7Jly1CzZk2sWLHCAjMmInMTGlm+PADAx8cHfn5+0uNVgjXa/yuzFn9PSEgA8GqBoKImOTkZgwcPNnknRSIiMh6DNZSrU6dOYePGjQgPD0dkZCRmzJiBAQMG4Ndff7X01F6ZqYEaAHj58iXkcrnJGRja68XHx7/Slt2mBkdMXQIlhDBLZo2joyMGDx5ssLCxsZk1QN53hMq6LXZuXFxc8hSsUSgUcHd3z9OuUDKZDD4+Pno1Fwwp7AGbrVu3StlHmb82Pj4+6NmzJ06cOIGNGzdi9+7dUsBm/PjxlpoyEb2BrK2tUbZsWb2fr9rn5cuXt8S0CiSVSoXVq1czWENElI8YrCGJoQ/EX375Jb7//ntMmDBBKlD7ySefYPHixfjggw8KdcAmL4EaAFJWjSmZKlovXryAq6ur0Ut6MstLvRrA9J2g0tLSAOingRuSU2aNdgmTodfJ1MwaU4I12qVpKSkpRvcBMoI1SUlJJtXH0fL09MSzZ89MDhABgJeXFxITE43KzCnMAZsGDRpIgb3Ro0cjJiZG57yHhwc6deqEdevWAch4/+Tle4yICqACsHW3sTp37oy///5b5/+dHTt2wM3NDY0bN86fixIRERnAYA0ByPhLd9u2bTF9+nTpWHp6Oi5duoStW7fq7ZQzcuTIQh2wyWugJikpCYmJiXkuKpjXXaCEEIiNjX0twRptVo0xH5RzyqxJTEzEihUr9NLJAdMya2xtbU0K1shksjzVrbGysoKjo2OesmtcXFyQnp6ep+VXVlZW8PLyMiq7BijcARstR0dHbN68We94ZGSkSV9rIiJThIaG4vLly4iOjoZGo8Hly5dx+fJlnaWokydPhlqtRr9+/XD69Gn8/PPPWLBgAebMmVNolnfnl8uXL2PixImYOXMmoqKi9M6HhYVh+vTpGD9+PPbt22eBGRIRFS0M1hCAjA+4I0eOxOrVq6W/eFtZWWHr1q3o3Lkz5s6di9DQUJ0+2oDNtm3b8pRRYCl5DdQAGVuEFi9e3OSts4GMTI+kpCS4ubmZ3Fe7rMfJycmkfiqVCunp6bC3tzepj7HFiHOrWZPd+yI/a9YAea9b4+LigtjYWJP7yeVyeHp65mlXKCBjKdCzZ8+krKbcFPaAzYgRIzBjxgycOXNGOrZixQrs3bsXb7/9tuUmRkRF2siRIzF48GCEhISgXLlyGDx4MAYPHqzzs8jb2xv//PMP3NzcMH78eOzcuRNr167FiBEjLDhzy7ty5Yr0+5KVlRW6deumc/7atWuoU6cOYmNj4ePjg0GDBmHp0qXZjhcfH4+oqCjpYewfLIiI3iTcDYokPXv2RJcuXfD555/DyckJ06dPh42NDbZu3YoePXqgVatWOHz4MKpUqSL1GTlyJD788MNCs1zhVQI1aWlpeP78OapXr56naz979gxubm55CvRol0CZ+jonJSXB3t7epB2bUlNTjQ7W5PduUIDpy6CAjLo1uRXtNcTV1RV37twxuR+QsRTq9u3bCAgIMPnrZG9vD2dnZzx9+hS+vr5G9SnMu0SVLVsWy5cvR4cOHVCjRg0kJCTgwoULeP/99zFw4EBLT4+IzE3IAI2Zf0/Iw9+ITpw4YVS7gIAALF++3PQLFGHz58/H8OHDMX/+fAAZr1G/fv2k89988w0GDhyI77//HgBQs2ZN9OzZEyNHjjT4e8LChQsxY8aM1zJ3IqLCipk1pMPW1hb16tXD7NmzpSVR2oBN/fr10bJlS1y7dk2nz5sQqAGA6OhouLi4mJSloiWEwPPnz/O8fCqvS6CSk5NNWgIFGL8TFPDqu0EZk5GlXQZlSvZWXjNrihUrBpVKZXK9G21fmUyWp2VUAFCyZEk8fvzYpGKNhTnDpnPnzggNDUXLli1Rv3597Ny5EytXrgQAvSw+IiKyrOvXr+vU7Mn6O9T169d1jjVt2hRxcXF4+PChwfHGjx+PyMhI6XHu3Ln8mTgRUSHGYA3p6dmzJ9avX59jwCYsLMyykzTRqwZqtNt1+/j45On6SUlJSEtLy9MOUhqNBvHx8Xnqm5iYaHKwxtTMmuyCNTY2NqhevbrBsRQKBYQQRgVgbGxsoFarjc7EATIya9LS0oxeVqQll8vzvBRKJpO90lIoFxcXKBQKvcK7uSnMARs/Pz988cUXWLp0Kbp06QIAePr0Kdq1a2ewpg0AHDx4EP3798epU6de51SJ6BXk59bd9HrY2dnpLEnOujw563ntH1m0Rf+zcnZ21tly/f/Ye/PwtsprjffVPHqULNuybHkeQgYgJUBLGQ4hhBYa5hOGUih0oC00QCn00FK457RlPpBCbxlaoEAILWUqYxnaAw0pYxKS4HmSLFuWLNuSNU/7/qG7hZ3YjqX9bSl21u959DzEktb3bdlIe79617uyPb8iCIJYypBYQ8zKfILN1VdfjZqamvxuMAOi0Sg2b96ctVADpKY4yeXyrNwtQKoFymg0ZtUy5PP5oFQq5zzhmQ+xnTXztUEplUocffTRs4o1/HMWIsBIpVIoFIqMcmtkMhk0Gk1W7pri4uKsxBogNdnJ4/FkJCzxZDLGe1+mCzb33XffohNTp2MymfD3v/8d11xzzayCzfHHH49TTz0VP/7xj3HSSSdhamoqD7skCII4tDj22GPxzDPPpP+9ZcuW/e7fsmVL+kuYP/3pT2hsbMzaUUwQBEGQWEMAc07NmUuw+fnPf75oJiJEo1E88MAD6O7uxoYNG7ISajiOw/DwMMxmc1YtX8lkUnALVDaumkQigVAoJKqzZr42qGg0io8++mjWvBmJRJJRyLBKpcpZyHBxcTG8Xm9G7Ug8Wq0WarU6q7wcICX2hEKhrASI0tJSXHPNNVCpVIvOYbMvhx12GP7+97/jH//4x373KZVKnHvuuSgtLcUnn3yyqIUpgjhkSCKVWcP0liq9atUqmEymdJYKIQ4//elP8dlnn+Hoo4/G+vXr8frrr8+4/8Ybb4TNZsOXvvQlnH766fj5z3+O//f//X/ztFuCIIilAQUMH+Jcd911uPDCC7F69epZ7z/vvPMAABdeeCGamppmhMkd7PCtTx0dHTjhhBNw2mmnZVXH5/MhGo1mNXIbSIUDy2SyjCc58UxOTmblZAoEAlCr1RkFGnMcx8xZE41GsWPHDrS1tc3ZCiVmyLBOp5t1bPiB4F8zv9+PwsLCjJ9fVlaWdlJlikwmQ0VFBYaHh9HS0pLx841GI77zne/gkUceWXShw/ty2GGHzXqiHwqFsGHDBvz73//GG2+8gSOPPDIPuyMI4mBh165dsFgs+d7GkqeiogKffvop/u///g+FhYX40pe+hD//+c/pL2zKysrw8ccf4/3334fP58Mf//hHmEymPO+aIAhicUPOmkMEv9+PJ598cr+f//GPf4RWq533ueeddx7efPNNnHvuuWJtjznTM2qOO+44nHbaaVkHIQ8PD6OysjKrFiYg1QJVVlaW1frRaBShUCir9qtAIJCxq4bPeFEoFAt6fLYBw0CqvWmhYk22zppsxBqJRCKoFcpoNMLr9WYsLvFUVFRgYmIiq5BjAGhqasLpp58OnU636B02+7KvUHPsscfme0sEQRCHDAUFBTj99NNx/PHHQ6vV4tJLL51xbqNSqXDSSSdhw4YNJNQQBEEwgMSaQ4T33nsPl156KW6//fYZPw8GgwcUawDgxBNPXFStT7xQ8/Wvfx2HH354Vm1EQOri0Ov1ory8PKvnx+NxjI+PZ+3KmZycRGFhYVaCSDZiDd8CtVBhab6A4QMhk8kW3GqUrbMmHA4jHo9nvLfi4uKsW5mUSiUKCwuzDhpWKpUwGo1ZZdcAKRHssMMOw/r16xdl6PBckFBDEIsYTiLOjSAIgiCWMCTWHCKcdtppePzxx3HTTTelBZtEIoFoNLogsWaxMF2o2bhxIyoqKmC1WgW5akwm04KdJvvi8Xig0+myGvcNABMTE1kLTX6/P+PWq0gkkpEoN18b1IHIpA0qG2eNXC6HWq2eM5NpPoqKihAMBrN2x5hMJrjd7qyeC6TGeLtcrqyEJgAwGAwoLi7GN7/5zUUr2ESjUXz1q1/F559/viChJhQK4W9/+xt27tyZ+80SBEEQBEEQBGMos+YQgs+b+da3vgUAuPLKKwFgyYg1+47nrq2tRSAQyCp3hK/ndruxatWqrPfkdruztgInk0lMTk6iuro64+cKCRfORKyZrw1Kp9PhiiuumFMoE7sNit9DNtkzcrkcBQUFmJyczOr3V1JSgt7e3qzcTUDq/8mCggI4nc6sshgkEglqamrQ29uLTZs24d577110GTZKpRI//OEPccopp6CxsRE7duyYU6iZmprCUUcdhd7eXsjl8rQ4XVBQkIedEwSxL2KM2qbR3QRBCEVz5JFo27o139sgiDkhZ80hxkUXXZR22PATntatW4fjjjtuxu1//ud/8rvRDNlXqDnmmGMwMjIiaMS40+lEcXFx1q6YcDgMv98Pg8GQ1fP9fn96BHWmBINBKJXKjB1BmYQLAwdug5qvzSlTZ000Gk2PBF0oer0+q4lQQEpwyTa3RiaTwWg0CnLXVFVVYWRkJKupVECqlUutViMajabHei82h83GjRtx9913Y9u2bdi8efOcrU/vvPMOPB4Puru70262Cy64IOO/F4IgCIIgCII4WCBnzSEI77C55JJLsGbNGlxxxRXpixqO4yCVSnHhhRfmc4sZsa9Qc/zxx6Ovrw8lJSVZuRqAlAjhdDrR1taW9b7cbjdKS0szmsY0nYmJCZSUlGTVwuX3+7M69kgksuC2q2Qymf57mY1AIIAtW7bgwgsvnLUdK5PMGl50isViCx4rDqScNS6Xa8GPn05xcTEcDgc4jsvqd1BWVobOzk7U1NRk1SpWWFgIpVIJt9udVWaSRCKB1WpFe3s7jjzySFx33XW4++67F53DZuPGjQBSk+vWrFmDZcuWpe/r6+vDv/71L8jlcixfvhy1tbUAUsHpFosFb775JtatW5ePbRMEQRAEQRCEIEisOQR4/PHH8eyzz6K1tRU33XQTiouLZ7REuVwu3HDDDXneZXbMJtSEQiG4XC4cfvjhWdd1uVzQaDRZt1FwHAeXy4WGhoas95BtCxSQEkqyGRWeSRsU74oREjC8UGeNRCJJt0JlItbo9XqEw+GsgpC1Wi2kUimmpqayaqUrKCiATCbD5OQkSktLM36+RCJBVVUV7HY7TCZTVoJRQUEBCgsLMTQ0hNra2kUv2LS3t6fFmueffx4XXHABTCYTTCYTPvvsM7z55ps45ZRTEI/HIZFI0NHRQWINQRwMcFIgydjMTcY5giAIYolDbVBLnFtvvRW33XYbVqxYgb/97W9YvXo1+vv7Acxsidp3StRiYDahBgBsNhvKy8uhVquzqptMJjE8PIyqqqqs9+bz+cBxXFYjt4HUsQWDwayfn024MJC5WCOVSrMOb84kswbIPmRYpVJlPcK7pKQk66lQEokEJpMpa2cPAJSWloLjuKz3AAA1NTUYHR1FJBJBaWnpom6JOueccwCkHFbf+c53cNppp6Gnpwcff/wxnnrqKZxxxhnYuHEjjj32WAQCAXzjG9/I864JgiAIgiAIIjvIWbOEcTqdePjhh7Fr1y4YDAbcdNNNOPPMM3HiiSfin//8J+rq6tIOm6effho/+clPsnZJ5Jq5hBq/34/JyUkceeSRWdf2eDyQyWQoKSnJuobL5craDQGkWqCyHdmdbbhwIpFAPB5fsFgzX7jwQpDJZIjFYgt+fLYhw3xuTTbCV0lJCWw2G6xWa8bPBVKtUENDQ4jFYllNFJNKpaisrITD4cjKnQOkHEIGgwF2ux2NjY1pwWYxOmx4RkZG4PF48Itf/CLttDrvvPPwxz/+EStWrMBxxx2H9evXp9uiCILIM0lJ6sa6JkEsUmpvfCXfWzjkWeObwJdqsz/XJ4hcQM6aJcrPf/5znHTSSVizZk064Fan0+Gll15Cc3MzTjzxxBkOm5dffnnRCzUcx2FwcBBVVVVZj9rmOA4OhwNmszlroSUej8Pj8WQ9BQr4Iq8mGwKBQFbhwpFIBHK5fMF/BwdqLVIqlfjSl740Z9tSJm1QgDCxJhtnDZAa4R0KhbJaF0jtuaioSFDQsMlkQjgchs/ny7pGdXU1PB5POmx5MTtsAMBisaCurg6ff/75jJ/zY9p/9KMfLToBiiAIgiAIgiCmQ2LNEuWCCy7A+Pg4PvjgA0xNTaV/rtFoZgg2Q0NDedxl5swl1ACpjJdQKITKysqs609OTiKRSMBoNGZdY2xsDHq9XlAb1uTkZNZiTS5aoICFiTVHHnnkohZrZDIZioqKBLUh8a1Q2U4mkslkaXdNtqhUKlRWVsJms6V/tpgFG6lUioceegg/+clP8OKLL8LlcuGXv/wl3n33XRx99NGzPsfv9+OTTz7Bli1bBAlfBEFkDsdJRLkBwKpVq2AymXDnnXfm+SgJgiAIgi0k1ixRDjvsMLzzzjuIx+PYuHEjotFo+j5esLnssstQVlaWx11mxnxCTTKZxODgIKqrqwU5hIaGhmA2m7Oa3sPjcrmymt7D4/V6oVKpsh4ZnkuxZr7XKRKJYPv27XMKLLkSa3Q6HSKRCOLxeMbPBSAot4Z/fiwWy1owAoCKigr4fL6sx5ADgNlsTrcJ8ixmwWbt2rV47LHH8P3vfx/l5eX41a9+hV/+8pdYu3YthoaG8MADD+Cqq67CKaecgurqatTU1ODqq6/GVVddhXXr1s14TyQIYvGya9cuuFwuXH/99fneypKmt7cXH3zwQb63QRAEcUhBYs0ShhdsPv74Y5x99tn7CTa33HJLRhfn+WQ+oQZAus1ESOuRz+dDOBwWVCMQCCAUCmWdLwIIa4EChIk1mbiBDuSsicVi2L1795y5NNkEDIfD4YwdKjKZDBqNJmuxpKSkBF6vN6O9TkcqlaKsrExQ0LBcLkdFRYUgJ5xcLofFYsHg4OCM13AxCzbr16/HwMAAtm/fjsHBQdxyyy0AUvk1v/3tb9MTsLZv347x8XGcccYZGB8fx5lnnpnRVDGCIIhDnddeew3/+7//m+9tEARBHFKQWLNE+O1vf4uamhqUl5fjpptuSl8g84LNRx99tJ9gs1g4kFCTSCRgt9thtVqzzpkBUq6ayspKQc6c0dFRlJWVZV2Dn/yTrdgTi8UQiUSyEmvC4TDTNqgDkamzRqlUIplMZuWQ0ev1M9oBM0GtVkOtVsPr9Wb1fCAlIo6NjWUt+ABAZWUlJiYmEAqFsq5RXl6OZDK5X4bOYhZsVCoVjjnmmBnT2/74xz/C7/ejsrIS69evh8ViwW233Yaf/exn+M1vfoMbb7wxjzsmiEOQpFScG0EQBEEsYeiTbglw9dVX4+GHH8ZDDz2E3//+93jkkUdw+umnIxwOA5gp2Cy2nu4DCTUAMDw8DI1GI9iNMjU1hYqKiqxrJBIJuN1uQS1QwWAQiUQiK7EFSB2HRqPJSkTJtA2KxTSoZDK54MdLpVIolcqc59YAwluhtFottFotxsbGsq6hVCphMpkEZddIpVJYrVbYbLb9hKPFLNjsS1tbG95880389Kc/xZYtW0ioIQiCYMTk5CTefvttdHZ2pn8WiUTw17/+db/Pleeff54ywgiCIARAYs0i5+qrr8bHH3+Mbdu2Yf369YhGo5DL5di7dy++8Y1vzBBs3n//ffzkJz/J844XzkKEmkgkguHhYcEjeh0OByoqKiCXZz/Nfnx8HBqNJuOR2fvWKCkpyTozJ9sWKIB9wDCAee/P1FkDpFwuQsSabEN+S0tLMT4+nvXzgZSrZXR0NOvnA6ncmbGxsaynUwEp4UmtVmNkZGS/+5aiYPODH/xgVqFmfHwcN998My699FI8/PDDWWcaEQRxYLgkwCUljG/5PqpDj/b2dqxZswa33347jjnmGPw//8//AyDlcPz5z3+O119/Pf3Yf//73/j+978PrVabr+0SBEEsekisWeTU19fjjTfeQEFBAV555RVcddVVePPNN/HMM8/gzTffnCHYNDQ0LJmMGh673Q6DwSBIIAkGg5icnITZbM66BpBqgRLiqgHyl1eTSCQQi8WYijV6vR6XX375nPvhxZpMBBA+tyZTtFotEolE1iIHfwxC3DkGgwGhUEhQSLBarYbRaBTkrpFIJKitrYXD4Zi1LXIpCTYvvvgivF4vioqKUFNTk/75xMQEjjnmGNx///2QSCT43e9+h7Vr12b1t0UQBHGo0NnZiddeew1///vfsX37dvzmN79Bb28vAOCyyy7DY489ln7so48+igsuuGDOL8F8Ph+GhobSt9m+QCAIgjjUIbFmkXLLLbegr68PmzZtQkFBAaampvCtb30LTz75JJYtW4avfOUrsFgs+OCDD3D77bfne7sZsVChxu/3w+PxzLgIy4ahoSGUl5dDoVBkXSMYDCIQCMBgMGRdIxKJIBAIoLi4OKvncxwHv9+PgoKCrNaWy+UZOYsOJNYkk0mEw+E5W51kMhk4jsuoFSrbiVBSqRQ6nS5rsUUikaTdNdkik8lQVlYm2F1TVVUFl8slKH9Kr9ejtLQUdrt91vuXgmBzxx13pB0127dvn3Gsv/3tbzE6OooPP/wQjz76KD7++GMUFRXh1ltvzeOOCWIJw0mAJOMbl31GHZEdxx13HBoaGgAAra2tWLNmDd5//30AwCWXXILXXnsNExMTCIfDeOaZZ/DNb35zzlr33HMPqqur07c1a9bk5BgIgiAWEyTWLEL++Mc/4uWXX54xdnvbtm0AgHXr1gFIfWPh8/nw3nvvLaqMhoUKNRzHYWBgAFVVVYKmuoRCIYyPjzNx1RiNRkFtVBMTEygqKsq6RiQSQSKRyMpynOkkKODAYk0wGMSf/vQnBIPBWe/nW70yaYXKtg0KAAoKCvKaWwOkWqHcbregoGGNRoPS0lIMDw8L2ktNTQ3GxsbmdPosdsGmrq4Ot99+O2688Ua0tbXhhhtuSN9nt9uxbt06NDY2AkgJad/97nfxyiuv5Gu7BEEQBz37nl9otdr0Z3xFRQX+4z/+A08//TSee+45VFVVYfXq1XPWuvbaa2G329O3Dz/8UNS9EwRBLEZIrFlkvPLKK3j44Yfx4IMPznBQtLa2wuv14r//+7+xe/duXHjhhbj44ouxcuXKJdf6BKTyJsLhMCorKwWt6XA4YDKZBAk+LIKFgdQxCRn5PTU1Bb1en9VErEwnQQHCp0FJJJKMc2uybYMChE2EAoDi4mKEw2FB05h0Op3goGEAsFgsGB0dnXMs+kJQqVQwm80YGBiYsxVtMQs25513Hn7605/Oet/69evx8ccfzxASt2/fnpUrjSAI4lDh008/Ted7RSIR7NixA62tren7v/3tb+Oxxx7DY489hksuuWTeWoWFhbBYLOmb0PM5giCIpQiJNYuInTt34qyzzsJHH32EwsLCGffV1tbiiSeewF133YUjjjgCVVVVuPfee/Oz0SzIRKhJJpMYHBxEbW2tILEgHA5jbGxsxsjfbPB4PFCr1VkH+wJAPB6H1+sVLNZke7GZabgwIFysATKfCMU7a7IJ+uWdNZmsNx2pVIqSkhJBrVAAm6BhrVaL4uJiwe4as9mMUCg0r2NoMQs202lvb8cnn3wCADjnnHNwwgkn4OSTT8aTTz6Jn/zkJ7jtttuwcePGPO+SIJYonAQc4xu1QeUev9+Ps88+G48++ijOPPNM1NXVzThfO/300zE4OIh33nkHF110UR53ShAEsTQgsWYRcfjhh2Pr1q2QSqX47//+7/3u37hxI8bHx+Hz+fDggw8KymDJJZkINQAwMjIChUIhKB8GSGXVlJWVCXYesQoW1uv1ghw+QiZBhcNh5m1QCyFTZ41SqQTHcVk5SlQqFRQKhaCAX6G5NUAqaDgcDgtqyQJS7hqn0ynIXSOTyWC1WjEwMDCviLUUBJvt27fPaHN69NFHcc011+CZZ57B3XffjSOOOALf//7387hDgiCIg5fGxkbccsstuOSSS/D+++/j6KOPxhtvvDHDzSuXy7FhwwaceOKJsFgsedwtQRDE0oDEmkXG2Wefja1bt2Lr1q34xS9+sd/9MplsUY1JzFSoiUajGBoaQm1tbVbtPjysXDWBQADBYBBGo1FQHaEtUIlEAoFAQJCzhrVYo1Qqccwxx8wrQMlksoxGJkskEkGtUCxya/x+v6BwXz5o2Ol0Zl0DSLVUFRUVCXbXGI1GKBSKA07iWOyCzamnnorf//73+OCDDwCkcq/C4TDef/99NDY24qWXXlo0AjdBLDqSUnFuRM5Yv349Nm3ahHPPPRcPP/wwbrnllv1c3kBKGP/Wt76Vhx0SBEEsPeiTbhHCCza33347br755nxvZ1a8Xi+eeeYZPP/883OOGc5UqAEAm82G0tJSwdkSDocDZWVlGQsU++J0OmEymQQ5TJLJJCYmJgSJNYFAACqVKitnDn/RyroNSqlUYuXKlQcUazJtSxIaMiwkt0Yul6OoqEiwu6aiogJjY2MZCVWzUV1dLdhdw4/yHhoaOqAIJaZg8+KLL+LZZ5/Frl27mNWcTlVVFR588EF8/etfx7Jly1BRUYFvfetbOOGEE7B9+3bKSyCIRcqqVatgMplw55135nsrhzS7du3CzTffDLfbjfPOOy/f2yEIglgSkFizSOEFm9tuu010wSaRSMDv98Pv988ZrhqLxWZcdPOtKqOjo7O2bGUj1PCjuq1Wa/YHg5Srxu12C3bVxONxjI2NoaKiQlCdyclJqNVqaDSarGvw4cLZEI/HkUgkMhJrOI47oFgTiUTw7rvvziusZOqsAYSFDAsVawA2rVAajQYFBQVwuVyC6rBy1xQUFKC0tBQ2m+2Aj12IYBMIBNLvGbPlCyWTyf0Epng8jqmpKTzwwAMYHBzM/mDm4YwzzkBfXx/+53/+B/fccw86Ozvx3HPPCXbGEQSRP3bt2gWXy4Xrr78+31s5pNmxYwcGBgbw0ksvCf4ijCAIgkiR/ZxhIu/wgs0TTzzBJD9kLvr6+nDzzTcjkUjAYrHgnnvuSd8Xi8Vw7733Yvv27ZDL5bjgggtw1llnobi4GBdffDFisRieeuqpGfWyEWo4jkN/fz8sFougXBfgi6waoScTbrcber1ekMgCpAKKhbhqgJRYU1RUlNVzeVcNP0p7IXAcB47j5v2bi8Vi6OjowJFHHjmnEJRpZg2QctbMNQ78QOh0OkSj0awClXlKS0vR39+PeDwuaFR7RUUFbDYbKisrBbX0VVdXY8+ePTCbzYLaeKxWK3bs2IHy8vIDOtd4webuu+/G5s2bcfXVV6fHYAPAj370I4TDYQQCAWzZsmWGkPjcc89h69atiMfjOPbYY7Fp0yYoFAqcc845AFJinNA8qvkoLCzE2WefLVp9giD2h0tKwCXZBgKzrkcI49JLL8Wll16a720QBEEsKUisWeScffbZol94NDU14emnn8Ynn3yyn/Dy+uuvw+Vy4cknn8T4+DhuuOEGHHXUUbBYLPB4PHjrrbdmTFjJRqgBUsJILBYT3KoQCoUwNjaGI444QlAdjuPgdDpRU1MjqA7fAnXYYYcJ2svU1BSqq6uzen42eTW8GyYTgWc2shVr5pteNB9SqTQ9wjtbsUapVEKv12N8fBwmkymrGkAq/6a/vx9erxfFxcVZ19HpdCguLobD4UBtbW3WdZRKJSwWC/r7+7FixYoDCkjzCTaPPvooEokEzjrrrBnPsdlsePbZZ3HXXXfBaDTilltuwZtvvomvfe1riMViePnll3H88ccLmqxGEARBEAc7A7d9Pd9bOOS54469+d4CQRwQaoMiBLF9+3acfvrp0Gq1sFgsOPbYY/H+++/D7XbjpptuQiKRwIsvvohEIpG1UBOPx9OjuoWKA0NDQzCZTIInQHm9XiQSCZSUlAiq4/P5IJfLBYVCh8NhJJPJrB0+QvJqhDhCgFQGTDZiTbZtUACbViiDwQCPxyOohlQqRUVFheCgYSDlrhkdHRUUfAwAlZWViMfjcLvdC3p8phk227dvx9FHH42amhpotVp84xvfwLZt2wAAv/jFLzA6Oopt27YJbusiCOLggvXY7vT4boIgCIJYwpBYQwhibGxsxtjq8vJyjI2NQSqV4rjjjktnU2Qr1AApgUWv1wtuFQqFQvB4PIKzaoDU+PCKigrB4pHH44HBYBAkevB5NdnuRayx3fzkpvmOLRtnjUqlQjQazfh5PKzEGq/XKzgg2GQyYXJyUpD4BABarRYlJSVzhnkvFKlUirq6OgwODi742DIRbDwez4yMJ/79AgCOPPJI6PX6/fKvCIIgCIIgCOJQhNqgCEFIpdIZF1bJZBJSqRQGgwEXX3wxgOxbnwAgGAxidHQUK1euFLxXu92O8vJywa6acDgMr9c7I6MjG5LJJDweD5YtWyaoztTU1KzjMxdKOBzOuA0nkUgcMK9Fp9MdcHxnNmKNXC6HQqFAJBLJypFUUFCAQCAgKOdJpVJBq9ViYmICZWVlWdUAUq1HBoMBTqdTUAsTkHLX7Nq1C2azWdDfeElJCfR6PYaGhha8p9laourq6vZ7nEQimfF+kUgk0iLj+eefn/WeCYI4yOFEGLU9S3g5QRAEQSwlSKwhBGEymeBwONKCw/Dw8IxpTUKEGj5UuKKiQnCIbyAQwMTEhOCsGiA1rttgMAgKcwVSLVAymQw6nU5wndkujBeKWM6aZDKJQCAAnU43p+snG7EG+KIVKhuxRqlUQqVSwe/3Zx3KDHzRCiVErAFSQcPt7e2orq4WFBKu0WhgNBrhcDhQX18vaE91dXXYtWsXTCbTgl/jfQWbH/7wh/s9xmQyob+/P/3v4eFhQbk/BEEQBEEQ2RL69FO0t7blexuHPG0d7fnewkELtUERB4TjOPj9fkQikfQYb34c8wknnIAXXngBNpsNn3zyCT788EN89atfBSBMqAGA8fFxhEIhWCwWwcdgt9tRUVEheJJUIpGAy+USHHQMsGmBisViCIfDWQeyJpNJRKNRUcSaYDCIp59+et7JTULFmmwpLCyEz+fL+vlASqyZnJzMuh2Lp6CgABqNJt0OJASLxQKXyyW4rUqtVqOyshJ9fX2zjt6eC16w0Wq12Lx5M4DU3wH/N3Dcccfho48+wscffwybzYbnnnsOJ554oqC9EgRBEARBEMRShJw1xAEJBoP4zne+k/73d77zHaxfvx7f+ta3cNJJJ8Fms+GXv/wl1Go1rrzySpSVlQkWahKJBPr7+1FXVyd4JPnU1BS8Xi8aGhoE1QFSU6k0Go3gaTXJZBLj4+NoaxOm5k9NTUGr1WY9QjocDkMul2f8/Hg8zmRUvFwuzyr3hUXIsNCAYLVaDa1Wi/HxcSbuGofDAZPJJEi8U6vVKCsrg91uR1NTk6A9VVVVwe12w+PxwGg0Lvh5paWlSCaTcDgckEgk+NGPfoTa2lrccccdKC8vxw9+8AP84Q9/QDgcxgknnIATTjhB0D4Jgjj44ZLsR21zFG1FEARBLHFIrCEOiE6nw9NPPz3rfVKpFJdddhkuu+yy9M+ECjVAKlRYo9EIDhUGUuOCzWaz4LYljuMwMjKS9Yjs6fh8PkilUiYtUELzajJ11QALc9YsBCHOGiEhwYWFhRgYGADHcYLEEVatUAaDAYODg/D5fIJas4BUds2nn36KqqoqQVPGZDIZ6urq0NfXh+Li4owEvTvuuAPj4+O4++67MTU1he9+97vp+0igIQiCIAiCIIgDQ21QBFNYCDXBYBBOpxP19fWCR0N7vV4Eg0EmbUv8uG4WAhLvVhB6fFNTUygoKMj6+ULEmmzdPNPJVxuUWq2GVCpFIBDIugYAGI1GTE5OCp4KxY/xHhkZEVQHSGXyVFRUwG63C65VUlICnU6HoaGhjJ+b6VhvgiCWLjS6+9Cho6MDb731Vr63QRAEsSQgsYZgBguhhmWoMMdxsNlsqKqqYiIsjIyMoLKyUvC4bn4KlMFgEFSHzw8S6qzJ5nVeiLNGpVLhq1/96ryTiXixJpNcFOALsSbbEc8SiYRJbo1KpYJOp8PExISgOkBqjPXk5CRCoZDgWlVVVZicnITf7xdURyKRoK6uDqOjo1kJWyTYEARBHFr885//xP3335/vbRAEQSwJSKwhmMBCqAFSjpNwOMwkVHhiYgLRaBQVFRWCawWDQXi9XiaTa7xeL+RyueAWKL/fD5VKJSg0ORQKZeWsWUhmjUKhQFtb27ztZ3yNbMZ3y2SydNB1NhQWFgpqpeIxGAxMwoEVCgWMRiOcTieTWmazGYODg4JrqdVqmM3mjMOGeUiwIQgCSak4N0I0vF4vXnzxRfzjH/+A3+/HI488MuMzIJlMYtu2bfjzn/+Mvr4+AKnBENu2bcPg4CAeeeQRbNmyJV/bJwiCWBLQJx0hGFZCTTwex8DAAJNQYd5VU11dLdgJA6RcNSaTSXDuDQCMjY0xaYESmlcDiNsGFQ6H8c4778zbriSVSiGVSjMWayQSCTQajSAXSkFBAXw+X1YCxHT4VqhYLCaoDgCYzWa4XC7BbVV8rWAwiMnJScG1qqqqEIvF4Ha7s3o+CTYEQRCLh+HhYRx55JG44447cM899+CUU07Bd77znfRndSAQwEknnYQrr7wSzz33HL785S/jqaeeQiAQQH9/PyYmJvDvf/8bn3zySZ6PhCAIYnFDYg0hCFZCDZAKAtbr9UwyYdxuNziOExz8CiB9kcoi94afApXJdJ25ECrWJJNJRCIR0dqg4vE4enp6Dig85GsilE6nQzKZFNx2pFQqUVhYiPHxcUF1AECr1aKgoACjo6OCa8lkMlgsFthsNsGClFQqRX19PQYGBrIWpUiwIQiCWBzccccdWL16NbZt24a//e1vOPPMM/e7v6CgADt37sTWrVvx1ltv4ZprroHJZMLFF1+Mww8/HI888gjuvvvuOdfw+XwYGhpK31hkthEEQSw1SKwhsoalUOP3++F2u1FbWyt4X8lkEjabDVarVbB7BQBGR0dRVFQkOEMHSLVmqVQqQVN6gNQxTk1NCc6ryWZsN8BudDeQv5BhVrk1ALtWKCDliBkZGck6j2c65eXliMfjgseUA0BxcTGKi4sFtVaRYEMQhyZcUiLKDQBWrVoFk8mEO++8M89HuXT497//jfPOOy/97+n/DQDvvPMOysvL8ac//QmPPvooPvzwQ8RiMfT29i54jXvuuQfV1dXp25o1a5jtnyAIYqlAYg2RFSyFGo7j0NfXB4vFklVLzr6MjIxApVKhpKREcK1kMomRkRGYzWbBtYAvWqCE4vf7oVAoBL1e2YYLA+ymQQEpsSYbZ43QNigATMUan8+HaDQquFZRURHkcjkTgUUqlaK6uho2m42J+FNbWwuPxyPoNSPBhiAIluzatQsulwvXX399vreyZIhGozPy8PbNxgsGg7DZbPjXv/6Fbdu24f3338c555yTUYbetddeC7vdnr59+OGHzPZPEASxVCCxhsiYaDSK++67j4lQAwBOpxPJZJJJm1E8HofD4WDmqhkbG0u3ubDY28TExEHRAgVkHy4MLMxZI5VKodfrD5gZJJfL8+KsAb4Qa4S2CSkUChQXFzNx10gkEpjNZgwPDwveF5DK1JHJZHC5XIJrKZVK1NTUoK+vT5D4M12wuffee9HV1SV4bwRBHLzQ6O7FxbJly/Cvf/0r/e/p/w0Aq1evTrc68bebb74ZjY2NUKlUC2qXLSwshMViSd9YnAMSBEEsNdh8NU4cMkSjUdx///3o6enB2WefLVioiUQisNlsaGtrYxIEPDQ0hMLCQibiCsdxcDgcsFgsTISf8fFx6HQ6Ju4hr9crOI8nFApl5azhOG5BzhqtVosLL7zwgPWybYPSaDSIRCILys+ZC51Oh0QiIchlxGM0Gpm5sIxGIwYHB+Hz+VBUVCSolkQigdVqRXd3N4xGo2BHVEVFBdxuN4aHhwVNbSstLcU111yD22+/HZs3b8amTZvQ2NgoaG8EQRCEcK677jqccMIJSCaTKC0txRNPPAEA6XOhm2++Gcceeyw8Hg8OP/xwdHV14b333sOuXbuwfPlyXHfddbjvvvtQVla2oPMAgiAIYnbIWUMsmGg0igceeACdnZ049dRTceqppwquOTAwAKPRyERciUQiGB0dRU1NjeBaADA5OYlkMgmDwcCkntvtZuKqYZFXAwibBAXggAIJH6Z8IAdGtm1QcrkcCoVCkLtGKpWioKAAXq836xo8paWlCIVCgluz+H1VVlZieHhYcC0glTej0+mYBDhKJBI0NDTA4XAIdjYZjUZs2rQJarUa9913H7VEEQRBHAQcccQRePfdd6FQKCCRSPCHP/wBarU6/blvsViwe/duHH744ejr68Nhhx2G7du3AwCOOuooPPjgg+jt7aVpUARBEAIhsYZYEHxGTUdHB44//vj9JgNkw/j4OHw+H6xWq/ANIjVNymg0Cg7v5RkeHkZlZSUTx080GsXU1BTTvBqVSiWoTrbOmkQikR65PR/BYBDPPvssgsHgvI/Ltg0KYNMKVVRUxCS3RiaTobS0NOvx1vtSUVEBn893wNdvoVitVgwPDzPJ1dHpdCgvL0dfX5/gVq2qqipcfvnlUKvVlGFDEEsVTgokGd84OoUVi1gshvr6etx22234r//6L3R0dGDlypUzHlNcXIyrr74a9957L6688soZ517nnXceNm/ePO80KIIgCOLA0CcdcUCmhwl/+ctfxoYNGwQLGPF4HH19fairq2MSVBsIBDA+Po7q6mrBtYCUIBIIBFBeXs6k3tjYGIqKiqBQKATX4vNqhLRmxeNxxGKxrJw1LCdBAdk7awB2IcNer5dZPszY2BiTWnK5HCaTCQ6HQ3AtICWwlJaWwm63M6lXXV2NUCjEJKentbUV55xzDjQaDQk2BEEQeSYWi2Ht2rX4zW9+gxtvvBHXXHMNBTgTBEHkARJriHmZLtQcf/zxOPnkk6HX6wXXtdvt0Ol0TFqMOI7DwMAAzGZzRpMI5sPhcKCiooKZKOF2uwVnzPB4vV7BOSahUAgqlSqr42M5CQoQ5qxhIdbo9Xokk0km7UtFRUVIJBLw+/2CawGpMd4ejweRSIRJvZqaGoyNjTFx68hkMtTX12NgYGBBYZLzIZFIcMQRR+DUU0+FTqcjwYYglhhiju4m2KPVavHUU08hHA5DJpPh73//O84999x8b4sgCOKQg8QaYk6mCzXr16/HypUrUVVVJbju1NQUXC4X6urqmAT3Tk5OIhQKMRuvHQqFMDExgYqKCib1gsEgwuEws1HiU1NTgsWabPNqgIPPWSO0DUoikTAb4S2VSmE0Gpm1QqlUKhgMBiZZM3y9yspKDAwMMKlXUlKCoqIiDA4OCq6lUqmwYsUKnHrqqTTWmyAIIs80NTXh1ltvxa9+9Sscc8wx+d4OQRDEIQlNgyJmZbpQc/bZZ6O4uBhNTU2CxZVkMone3l5UV1czmYqUTCYxMDCAmpoaZgLC8PAwTCYTM5eO2+2GwWBgsr+pqSkolcq85dUAC3fWqNVqnHTSSQf8PbNw1nAcJ+hvs6ioCF6vl4lAV1ZWhs8//xy1tbVM8o7MZjP27NkDi8XCxNFkNpuxY8cOTE5Oori4WHC92tpa7Ny5k0m9srIymM1mnHnmmXjhhRewefNmXH311TQliiAWORwH5qO2GXSbEgRxiKM58ki0bd2a720QxJyQs4bYj+lCzcaNG2EwGFBXV8dEXBkeHk5PumGBy+WCRCJh1mIUjUbhdruZuXQ4jjvoWqAAYWLNQp01crkcTU1NBxQY5HJ51s4alUqFRCIhuA2HF2tYZM3odDoolUpMTEwIrsXXKywsZOaukcvlqK6uxsDAAJPjVSqVsFqt6Ovry1p0m059fT0kEgm+9a1vkcOGIAiCIAiCOGQhsYaYwXSh5sILL0RVVRUKCgqYiA2hUAgOhwMNDQ1M2p/i8Tjsdjtqa2uZ1ANSYlJpaSkTYQpIiSt8mw2revkWaxbqrAmHw3jjjTcO2KYkk8myvsiXSqVQqVSC82a0Wi0kEgmTLBdePGTVCgWkJiaNjIwwEUMAwGQyAUiJnazqqVQqDA0NCa7Fi3wTExP44Q9/SIINQRAEQRAEcUhCYg2RZrpQc9FFF2HZsmXw+Xzpb7qFwHEcent7UVFRAZ1Ox2S/Q0ND0Ov1TFo5gJT4Mzo6yiSXh4d31bASp/x+v2Dhh+O4nDhr4vE4BgcHD+iaEeKsAVJCi1CxhhfUJicnBdXhKSsrw+TkpGDHD09hYSG0Wi0zcUUqlcJqtcJmswl67XkkEgnq6+vhdDqZhCsXFRWhvLwcHo8H11xzDQk2BLHYESNcmAKGCYIgiCUOZdYQAPYXatasWYNdu3ahtbWVybjp0dFRxGIxZqO1w+EwRkdHsXLlSib1AGBkZASFhYXMxKR4PA6Px4NVq1Yxqefz+aDRaARn6YTDYUil0qzrxONxZs4jIOWsSSaTSCaTWWW8sJgIBQDFxcXweDxMxDqlUonCwkKMjY0xa/mrqqpCb28vysvLmWThlJSUQKfTweFwwGq1Cq6n0WhgsVjQ29uLFStWCN5jTU0Ndu/ejVAohOuuuw533303ZdgQBEEQS5raG1/J9xYOGdb4JvClWuHDPwhCTMhZQ+wn1Bx33HHo7u5GRUUFk5abSCSCwcFBNDQ0MLnIBICBgQGYTKas3SH7kkgkMDIywtRV4/F4oNPpmO3R6/UycRHxrpps3T6sR3fLZDJIJBJBE6FYjd32+XxIJpOCawGp1iBWThggJSYpFAqm7VW1tbVwOp2CJ2rxVFZWQiKRYHh4WHAtqVSKpqYmDA8PQ6FQ4LrrriOHDUEsUjhOKsqNIAiCIJYy9El3iLOvUHP88cfD4XAgmUwyccFwHIe+vj6UlZUxzW3x+XzMXDpAyvmj1WqZ7RFI5YHw2SAsOBjyaoCUs2YhYo1UKkVJSckBBTqJRCIot4aVWKNWq6FUKjE1NSW4FpByroTDYQQCASb1JBIJqqqq4HA4mAQDA6kWsrKyMiajt4HU77yhoQEOh4NJ/o9Wq4XVakVXVxcKCwtJsCEIgiAIgiAOGUisOYSZTajx+XwYHh5Gc3MzExfM2NgYgsEgampqGOw4Jf709/ejurqambsjmUxieHgYFouFST0gJYgEAgEYDAYm9aLRKEKhEBMxiYVYs5DMGq1Wi/POOw9arfaAjxWSW6PRaBCJRJiE7/JToVggk8lgNBqZumsMBgMkEgnGxsaY1ayurobX62V23DqdDpWVlejt7WUiKpWXl0On06G/vx+lpaUk2BDEYoT7/zNmWN4YjwInCIIgiIMNEmsOUWYTauLxOLq7u1FbW8ukdScajaK/vx8NDQ3MhJXR0VEAqQs4VrhcLiiVSiaulek1DQYDs+OenJxEQUHBgkSSAyFUrFloG1QikYDL5VqQiCKTybIWa+RyOZRKJbNWKFYhw0CqFcrtdjNrrRLDXaNQKJiO8gYAi8WCRCIBp9MpuJZEIkFDQwO8Xi/cbjcJNgRBEFny4osv4le/+tWiq00QBHGoQmLNIchsQg0/rUmv1zNr3eG/CWc5rclms6G2tpZZ9k0ymYTD4YDFYmE2/pvjOLjdbuYtUCxeR47jEAwGF+R2mYuFtkGFQiG88MILCxJR5HK5IGcMy5DhQCDAbIqTXq+HUqnExMQEk3oAYDQakUwmMT4+zqxmeXk5OI5Li6FC4duhbDYbk9+LQqFAU1MT+vr6EAqFSLAhCCLNqlWrYDKZcOedd+Z7Kwc9drsdu3fvXnS1CYIgDlVIrDnEmE2oAVJOEL/fj4aGBiaixdjYGKamplBbWyu4Fo/dbkdhYSEz8QdIjdaWy+UoKWGXBj85OQmpVMos/4bjOExOTjI57lgshmQyCZVKlfVeFtoGlQlCx3ezEmvkcjl0Oh2zliCJRMI8aFgqlaKqqgpDQ0PMnDBSqRS1tbXMRnkDQEFBAcrLy5m1QxUVFaGiogLd3d1IJpMk2BDEIoLjJKLcAGDXrl1wuVy4/vrr83yUBEEQBMEWEmsOIeYSaoLBIAYGBtDU1MSkbScWi6G/vx/19fXM2oCCwSBcLhdT8UcMVw3wRbAwq5rBYBAcxzEZKR4MBqHRaLJ2JvHuF5bToPh6QkQCrVbLJNAWSLlrWIk1AFBWVgav14tIJMK0ZjweZ+rYKS4uRmFhIex2O7OaNTU1iMViTNqhgFS+jkQiSe+RBBuCIIjM+cMf/oDzzjsP11xzDTweT/rn77//PtauXYtTTjkFl1xyCd588830fXyb0+OPP47zzz8f3//+9zE0NDTnGo8++ii++93vMv3sIwiCONQgseYQYS6hJplMoqurC2azmZkTpK+vD8XFxSgtLWVSjw8VrqyshFqtZlITSLl/pFIps30Cqdd5YmICZWVlzGryrhoW4g+LcGGpVMqsDY1HSGYNwM5ZA6REi8nJSaaZMCUlJUxHbovhrgFSo7xdLhcz4UsqlaKxsRE2m43JeHB+nLfT6UxnC5FgQxAHP1xSIsqNyJy//e1vePvtt3HBBRdgaGgIa9euTeeqNTU14cYbb8QNN9yAY489FhdeeCHef/99ACl3869//Wts374dF110ESYnJ/Gf//mfs65xzz334O6778Ytt9wyp5PX5/NhaGgofRsZGRHngAmCIBYxJNYcAswl1ADAwMAA5HI5s0lIHo8HU1NTqKurY1IPAMbHxxEKhVBVVcWsZjKZxNDQEHNXjdvtRlFRUdZtRrPBqgUKgOC8moWGCwOpUdjr1q1bkMCmUCgEO2vC4TCTIF+9Xo94PM5M/AFSQcOjo6NMhRWTyYRoNMo0EFmtVqOyshL9/f3M9sq6HUqtVqOhoQHd3d2IRqMASLAhCIJYKEajEU888QTOPvtsbNmyBS6XC//4xz8ApFyba9euxdq1a3HllVfiZz/7GR5//PH0c5ubm/H73/8eGzZswAMPPIDt27en34d5br75ZmzZsgX//Oc/YTab59zHPffcg+rq6vRtzZo14hwwQRDEIobEmiXOfELN+Pg4xsbG0NTUxESwiMVi6OvrY9r+lEgkMDAwgNraWqY5KbyrhtVobSDlAHK5XEwnVSUSCfh8PmZijVBnTSwWW/DvVi6Xo7a2dkGPF+qsUSgUkMvlTAQWqVTKfCpUcXExOI5j2l7Fu2vsdjtTEaiqqgrhcHiGNV4o1dXViEajzNqhjEYjSkpK0NPTkz52EmwIgiAOzOGHH54+n1IoFFi1ahW6uroAAOFwGPfeey/OP/98nHLKKXjsscdgs9nSz21ubk7/t8FgAMdx8Pl86Z+9+uqruPfee/H666/DaDTOu49rr70Wdrs9ffvwww9ZHiZBEMSSgMSaJcx8Qk0kEkFPTw8aGxuZuUBYtz8BgMPhgFqtZiqqiOWqmZqaQjweZxqA7PV6odFooFQqBddiMQkqE2dNKBTCK6+8kpNpUEDKXcO6FYoVEokE5eXlzKYt8ZSXlzN318hkMtTW1mJgYEDw72R6TZbtUABQV1eHSCSC4eHh9M9IsCGIgxOOk4pyIzJnampqxr99Pl+6Df7GG2/ECy+8gLPOOgvXX389vva1r834XD3QOdO6detw8skn43vf+94Bv4ApLCyExWJJ3yorK7M8IoIgiKULfdItUeYTavicmrKyMmbCCj/9iWX7UzgcxsjICOrq6piKKmK4agBgdHQUJpOJaZ4LyxaoWCyGRCIhKPdnoWO7gZSw43A4FnTBLzRgGEjl1rDKWikpKYHP52MmVgCptqWJiQlmY8GBlLvGYrEwd9eUlpZCo9HMGx6ZKXw71HQ3jBBkMhmam5sxNDQ04+KDBBuCIIi5+de//oXPP/8cALBz50588sknOO644wAAn332GS655BJccMEF+I//+A+0t7dnVFsul+OZZ55BJBLBRRddxPQzlCAI4lCExJolyHxCDQAMDQ0hmUzCarUyW6+vrw8NDQ1MpwT19/ejvLxckBNkX8Ry1cRiMXg8HqYtUPzIblZjxYVOggIyE2sygYVYw3IilEqlgkqlmmHvZlGzqKiI6Rhv4IvsGpaToSQSCerq6uB0Oplm9/DToVgFSep0OlitVnR1dc34+yHBhiAOLrikGCHD+T6qxcnKlStx1lln4eijj8Zxxx2H//mf/0mfD37729/G1VdfjeOOOw6NjY0IBAIZ11cqlfjrX/8Kr9eLb33rW0yy5AiCIA5V2F91EXnlQELN5OQkRkZGsHLlSiYOEI7j0NvbC4PBwExUAFJ5OoFAAE1NTcxqAqkAYDFcNW63G4WFhUynVYXDYcRiMRQUFDCpJ7QFCjj4xZrpLTFCKSkpYSqWAam2pYGBAZjNZmZi4XR3TUlJCbO6Wq0WFRUV6O/vR1tbG5O6/DSnvXv3oqSkRFB+Ek95eTm8Xi96e3vR3Nyc3icv2Nx9993YvHkzrr76ajQ2NgpejyAIYrFy5pln4sQTT0RjYyP27t2LysrKGSHAF198Mf7jP/4Dg4ODaGlpQTweh91un/Hc6bz55psoKira736VSoXnn38e27Ztw+TkJNP2eIIgiEMJctYsIQ4k1ESjUXR3d6OhoYHJRRKQEimCwSAzlw6Qap/p7++H1WplKgzwrprq6mqmrhqO4zA6OsrUVQMAExMTKCoqYtZWlWuxRiqVoqysbEH75zNrhHwDx0+EYmW7Li4uZupW4Wsmk0mmQcNAyl0Tj8cxPj7OtK7FYkEwGGRaV6/Xo7KyEt3d3Uy+cZVIJGhoaEAgENgvwJgcNgRxcMBxElFuRGZYLBYsX74carUaq1evnnVak9lsxrHHHovS0lKYTCasXr16xnOns3btWigUilnv12g0WLt2LQk1BEEQAiCxZolwIKGG4zh0d3ejtLT0gAn9CyUSiaC/vx+NjY1MRRU+VJjVPnlcLhfkcjnzEwc+24SlAwNIiTUsa+ZarNFqtTjrrLMWtKZMJoNEIhHkrpHL5VAqlczadgoLCxGLxZi2AUmlUlGChsXKrpHJZKirq0N/fz/T7AGLxQKO45g5oeRyOZqbm2Gz2eD3+2fcR4INQRAEQRAEsRghsWYJcCChBkjl1MRiMdTW1jJZk+M49PT0wGQypS2wLAiFQqKECvOumpqaGqZ1AXGChVmP7GYxCQrITKyJx+MYHh5ekAAjkUgEj+8G2ObW8CO8Wbtr+KDhaDTKtG5ZWRmSySTTkdtASuzQarVpKzwLpFIpGhsb4XA4sspEmA29Xo/q6ur98msAEmwIgiAIgiCIxQdl1ixyFiLUeL1eDA8PY+XKlZDJZEzWdTqdiEajaG1tZVIPSAkKfX19qKioYBoqDKT2q1KpmI7VBlKv//j4OI444gimdfmR3azGqkciEQAQXC8TsSYcDuPll1/GhRdeCL1ef8DHH2whw0Aqt2ZsbGxWq3i28H+HLpcLFouFWV2pVIrq6mrY7XaUlpYyEw/5sOHPPvsMJpOJ2f+bOp0OFosF3d3dzDK0Kisr4fP59suvASjDhiDyiRhtS9QGRSxFBm77er63cMhwxx17870Fgjgg5KxZxCxEqOFzaurr65nl1ASDQdhsNjQ1NTETfwDA4/EgHA4zvYAFvhghLYarxuVyoaioiJmowjMxMcG0XYt31Qg9frEChgFAoVAwEWtYOTWAL0Z4C93XvlRUVGB0dJRpyxIAGI1GSCQSjI2NMa2r0WhgNpvR19fHdM9msxlyuRw2m41JPYlEgsbGRvj9/llbzchhQxAEQRAEQSwWSKxZpCxEqOFzakpKSlBWVsZk3WQyiZ6eHpjN5gW5JRZKPB7HwMAA6urqmApAADAyMgKtVsu0XQv4Ili4oqKCeV3WeTWBQICJI0JMsYaFs0an0zF11iiVSmi1WuaBwEVFRZBIJMxbrCQSSdpdw3pcalVVFaLRKNxuN7OavLgyOjrK7DXm82sGBwf3y68BSLAhiHzAcazHdlPAMEEQBLH0IbFmEbIQoQZgn1PD1wRSF24ssdls0Ol0zMN/4/F42lXDmomJCUgkEuatVYFAAMlkkqkYFgwGodPpBNVIJpNIJBIHtVij0WgQj8cRi8UY7SrlrhFDVKmoqNhvehELSktLoVAoRAkxrq+vx8DAANPXV61Wo7a2Fj09PcwcTAUFBaipqZk1vwYgwYYgCIIgCII4+CGxZpGxUKFmcnISw8PDaGlpYeZUmZqawsjICJqampiG6fr9frjdbtTX1zOryeNwOFBUVISCggLmtZ1OJ8rLy5m3VvGuGpZ1WYUL80HAC0GtVuNrX/sa1Gr1gh7PQqyRSqXQaDTMW6EmJiaYtyyVlZXB5/MxnTYFpISgmpoaDA0NMZ3gBKRGjxcXF2NwcJBpXZPJBJ1Oh4GBAWY1KyoqoNPp0NvbO+vvjgQbgsghnBQc4xs4OoUlCIIgljYUMLyIWKhQw+fUNDQ0MMupSSQS6O7uhtVqZVYTSLk1ent7YbFYmOe+RKNROJ1OrFixgmldIDW1yufzobm5mXnt8fFxps6lRCKBUCjEbBLUQkUkuVyeUf6QXC5n4tjgQ4ZZOZ54h5Pf72cq+ikUChiNRjidTtTV1TGrC6TarLRaLUZGRphnQNXW1mLHjh0wmUwoLCxkUlMikaChoQE7d+6Ex+OBwWBgVvOzzz6D0+lEZWXlfo+h0GGCIAiCOHQJffop2lvb8r2NQ4a2jvZ8b2HRQV9LLBIWKtQkk0l0dXXBYDDAaDQyW39gYAAajQbl5eXMagIpdwrHcbNeSAmFn4rDerIUkNq30Whk3hIUjUaZCg1ASlhSKpVQKBSC6mSaVxMKhfDCCy8s2DnCWqxhhUQiEaUVCkhNL3K5XMwdMLy7xuFwMG1ZAlI5PlarFb29vUxzcRQKBRoaGtDb28tsrDmfX2Oz2TA1NTXrY8hhQxAEQRAEQRyMkFizCFioUAOksl+SySTTnJrx8XGMj4+joaGBaWtOJBKB3W5HQ0MD07YqICUUuN1uVFdXM60LpJwqLpdLFIFpfHwcRUVFTEWgQCAgOK8GAGKxWEb74l+nhQoRLKZBAamQYZZtUEDqgn58fJxpTSC1V61WyzS0l6egoABFRUVwOBzMa5eXl0MulzOvXVpaCoPBgJ6eHmZtZ3q9HrW1tejs7JxTuCLBhiDEhXm48P9/IwiCIIilDIk1BzmZCDXj4+NwuVxobm5mJn5Eo1H09vaioaEBSqWSSU0gNfGor68PZWVlouTJ2Gw2lJeXLzgvJRPcbjd0Oh0TAWRfWE+BAhbHJCiATWYN8MVEKJauj6KiIoTDYYTDYWY1eSorK9MOM9bU1NRgdHQUkUiEaV2JRIL6+noMDw8zz9ypra1FJBJhGr5sMplQVFSE7u7uOV9nEmwIgiAIgiCIgwkSaw5iMhFqwuEwenp60NTUxEyg4DgOPT09KC0tZT6laXx8HIFAQJQpTX6/H5OTk8yzOoDUazIyMsJ8XDeQcqJ4vV7mrzWLSVBASqwR2ko1H6zEGoVCAZlMxlREkMlkKCoqEsVdU1paing8Dp/Px7y2VquFwWCA3W5nXlun06GiogJ9fX1MhSaZTIampibYbDZm7Wy8uBSNRtMT7WaDBBuCEAeOk4hyIwiCIIilDIk1BymZCDWJRAKdnZ2oqKhg6spwOp0Ih8NMW6qA1EV/f38/6urqmDs1OI7D4OAgzGazKMKC1+tFIpFgLqgAqQleGo2GadAyx3F5a4OSyWSorKxc8PQoVpk1Eokk7a5hSWlpqSi5NVKpFOXl5RgZGWFeGwCqq6vh8XiYvx4AYLFYEIlEmLdx6fV6VFVVoauri5lDSiaToaWlBcPDw5icnJzzcSTYEMTiYtWqVTCZTLjzzjvzvRWCIAiCYAqJNQchmQg1ANDf3w+5XM40nyUQCMBms6G5uZnZ6G+ewcFB6PV6JhNf9mVychLBYBBms5l5bQBpVw3rjB0g5TZiLQJFIhFwHMfEbZWps0aj0eCMM85Y8PQwhUKBZDLJ5OJcjNyakpIS+Hw+5oG9QGrM9OTkpChtViqVChUVFczHbQMpAaS+vh4DAwPMQoF5qqqqIJfLYbPZmNXUaDRoaGhAV1fXvK1hJNgQxOJh165dcLlcuP766/O9lSXPc889hzPOOAMXXXQR/vnPf+KYY46ZkUv3zjvvYOPGjfja176GzZs3M21HJgiCOBQhseYgI1OhZnR0FJOTk2hqamIW/ptMJtHd3Y2qqqr02GJWeL1ejI2Nob6+nmld4AtXTXV1NXOBCUiFFnu9XuYTsYDUaz4xMcFcrOFdNSz+NjLNrInH4xgcHFxwa5NUKoVEImEihogh1iiVSuj1elHcNfwYb7HcNVVVVZiamoLX62Veu7i4GKWlpRgYGGBaVyKRoKmpCS6Xa14nTKYYjUaUlZWhs7Nz3gsJEmwIgh3UBrX4efPNN3H55Zfj7LPPxvnnn4+rrroKH3zwQboN9v/+7/9w1lln4cQTT8SVV16Jhx9+GD/72c/yvGuCIIjFDYk1BxGZCjV+vx8DAwNoaWlhGv47ODgIuVyOqqoqZjWBlCDR19cHq9XKdL88brcbHMfBZDIxrw2kXDVlZWWitFf5fD7IZDLmY8ZZhQsDmbdBhcNhvPHGGwt2i0gkEuYToViH9hoMBlFya4AvxnizOP59kcvlsFgsGBwcFCXI2Gq1wuv1Mn9tVCoV6uvr0d3dzdTRZLVaIZFIDigwkWBDEASR4ne/+x1+8pOf4LLLLsOGDRtw1113zbj/vvvuw49//GN8//vfxxlnnIFHH30U991335yfaT6fD0NDQ+mbWF9WEARBLGZIrDlIyFSoicfj6OzsRE1NDdNpShMTE3C73UydOjx2ux0KhUIUZ0oikYDNZoPVahWlRSkej8PtdosyrhtItUAZDAbmr3kgEGDmjhI7YBhgl1ujVquRTCaZt+aUlpZicnJywePIM4GfMCbGGG8g1WoVj8fh8XiY11YoFKirq0NfXx9zscloNKKkpITpOG+pVIqWlhZ4PJ4Dvt4k2BCEcLikGOO7831Uhxa9vb1YtWpV+t8rV67c7/4jjjgi/e8jjjgCsVhszoD7e+65B9XV1enbmjVrxNk4QRDEIobEGpEJBAIYHByc9xvnTIUajuPQ3d2NgoICplOJotEoenp60NDQwDTkFki9Dk6nEw0NDcwFCSDlelGr1czHXvOMjo6ioKCAufMFSP0+xcirAdg6a8Qe3Q2AmbNGKpVCq9Uyb4VSq9VQq9VM23KmYzabMTIyIor7RSqVoqamBoODg6LkCBgMBuh0OqYZMzx1dXUIhUJMx3krlUo0Nzejr6/vgH8nYgo2Pp8PNptNlBY1giAIVhQXF89oA973c3C2+5PJ5JznZddeey3sdnv69uGHH4qyb4IgiMUMiTUi8/nnn+POO+/E1Vdfjb/+9a/73Z+pUAMAQ0NDiEQiTIWP6WO6WQf/JpNJ9PT0oKqqasFhs5kQjUbhcDjSrQ2sSSaTcDqdorlq/H4/OI5j6pACUm1LsViMySQojuMQi8UWjbMGECe3BhC3FYo/qRWrvsFggFKpZCp68PDjsd1uN/Mx5DKZDM3NzbDZbEx/p0VFRbBYLOjs7DygSCiWYPPRRx/hjjvuwA9+8AO8/fbbTGoSxMEGZdYsfk4++WQ8/PDD6XD2+++/f8b969atw4MPPpiePHjnnXdizZo1KC4unrVeYWEhLBZL+ibWORZBEMRiRtyvyZcYr7/+Ot59910AwCmnnIKTTjopfV8kEsFf/vIXdHd3o7q6Ghs3boRer8dRRx2VnpbywQcfzKiXjVAzMTGB4eFhrFy5kmmI7vDwMCKRCFpaWpjV5OH7kMWa0DQ0NISSkhLmYgfP+Pg4pFLpnCccQvF4PCgtLRWlBUqj0TBpC+MvZDNx1mg0GmzYsCEjgY6VswZIiTVihAGXlpZiz549SCaTzFvuJBIJKisrMTIyIsq0NIlEAqvVio6ODlHyl1QqFaxWK3p6erBq1Sqm71F6vR4WiwVdXV1M3//MZjP8fj96enrQ0tIy7/+HvGBz9913Y/Pmzbj66qvR2NiYvv/Pf/4zdu7cCQA455xzsHr16vR9fr8fzzzzDGw2GxobG3H++edDpVLh5JNPxooVK9De3g6Hw8HkmAiCIFhzzTXX4O2330ZNTQ20Wm26bYl/L960aRP+/e9/o6amBsXFxeA4Di+88EIed0wQBLH4IWdNBhx++OG44IILoNVq4XK5Ztz3hz/8Ae3t7TjttNMwNjaGzZs3p+977bXXcP/998/o5c1GqAmHw+ju7kZjYyNTh4rf78fQ0JAoY7pDoRCGhobQ0NAgSpZMMBiE2+1GTU0N89pAylEyPDwMs9ksimuHb4ES48KcnwTFAr4FKpPXQCaToby8PKO/qcXgrNFqtVAoFMzdIzwmkwnBYBBTU1Oi1C8sLERRURGGhoZEqV9eXg6lUilKfbPZDKVSyXTylEQiQUNDA0Kh0ILEkvkcNsceeywuuOACxGKx/VoENm/eDKfTidNOOw3d3d34wx/+kL7v2WefxeOPP44VK1YwOy6CIAiWFBYW4t1338W2bdvwwQcf4Gc/+xmMRmP6vECn0+Fvf/sbdu/ejVdeeQXd3d30nkYQBCEQEmsyoKKiAitWrNgvWyQajeIf//gHrrrqKhxzzDHYtGkTdu3aBY/Hg8nJSXz1q1/Ftddei1deeSX9+EyFmkQigc7OTpSXlzO9sI/H4+jq6kJNTQ2zC3sejuPQ29uLyspK5iPAeQYHB1FRUQG1Wi1K/ampKUQiEZSVlYlSPxgMIh6Po7CwkHltv9/P7HXPdBIUkDq2Z599Nm2JXgisnTWxWIx5yLBEIoHBYBAlqBf4QuQaHh4WpT6QmoY0OjqKUCjEvDYvfjidTvj9fua1m5qaMD4+zvT1l8vlaGlpgcPhWFAe0VyCTXV1NVasWLGfy298fByffvopNm3ahGOOOQY//vGP8Y9//AORSAQejwdf//rX8cMf/hAvvfQSs2MiiIMJDlJwHOMbncLmFL/fj1deeQWNjY0wGAy48847cfLJJ+/3uMrKSrS0tIjyBR1BEMShBr2TMmBsbAxyuTwd9qtWq1FRUYGRkRH861//wl133YWtW7finHPOyUqo4TgOfX19UCgUzB0k/f390Gg0TIOKeZxOJ2KxGCwWC/PaQCq8zu/3Mx8xPp3h4WFUVFSIdtLBt0CJUZ+1sybTlplkMonx8fGMwmxZOmukUik0Go2ouTViBPUCqZPdiYmJBY89zxT+PWpwcFCU+hqNBtXV1ejp6WH+GimVSjQ2NqK3t5fp66PVatHY2Iiurq4F1c0kw2ZkZAQmkyn9/6PBYIBGo4Hb7cYbb7yBu+66Cy+99BLOPfdcZsdDEATBErVajQcffBANDQ2oqqrC3r17cccdd+R7WwRBEEsayqxhQDgc3m96kkqlQigUwumnn47TTz8dQHaOGiAlevh8PqxcuZJpK47L5YLX68WqVauYt/iEw2HYbDYsW7ZMFCGC4zgMDAygurpatAlFoVAIk5OTaGhoEKU+kBJrrFYr87rxeByRSISZWJOLcGGArbMGSOWcBAIB5lPCdDodpFIppqamUFRUxLQ2kBIkjEYjRkZGUFdXx7w+AFgsFnz66afwer2iHENlZSU8Hg+GhoaYi8wlJSUwmUzo7u7GYYcdxuw9xmAwwO/3o7OzE8uXLz9gC9+BMmx4wuEwlErljJ+pVCqEw2FceOGFuPDCC5nsnyAOVpKcBEnGgcCs6xHzI5fL8dJLL8FutyMej6O2tlaU9nCCIAjiC0isYUBJSQl8Pt+MC9p9RzFnK9TwY10PO+wwphfLoVAI/f39aG1tZX4Rzrc/lZeXixb6Ozo6CiCVjyEWw8PDMJlMookUwWAQ0WhUlOBiv98PtVrNLIMomzaobFAoFMycNUBKVBFjJPL0VigxhA4glc+ye/duWCwWUf4G5XI5qqur0d/fL4pgy7dD7d69Oz3WmyU1NTXYs2cP7HY7U8GzpqYGfr8ffX19aGxsPODrMptgM9tjpoddJxIJeL1e5iIiQRCE2FRXV+d7CwTBDM2RR6Jt69Z8b4Mg5oTaoBhQUlKCqqoqvPfeewCAPXv2IB6Ppy8gshVqIpEIOjs7UVdXxzTzJZlMoqurC2azWZQLzdHRUUQiEdE+0OPxOOx2u6jf6kSjUbjdbtEmWAHit0Cx/JvJpg1KLpejpqYmI5GHb4PiOC7TLc4K76wRA16sYbXXfdFqtSgsLEwLk2LAi537BqazQqvVwmKxiNIOJZVK0dzcDKfTuaCcmYUikUjQ3NwMn8+34BHn+7ZE7ZvTVFNTA4lEgh07dgAA3n//feb5YwRxUJOUgGN8Q5JcHQRBEMTShpw1GfDJJ5/gr3/9K4aHhyGXy7Fr1y5cccUVqK+vx2WXXYY777wTL774IpxOJ37wgx9ALpdnLdTwgorBYIDJZGJ6HAMDA5DJZKJkyYTDYQwODqKtrY35ZCmeoaEhFBQUiDZKG0hlTJSUlIgWXAykxBqxplj5/X6mrqZYLJaxM0KtVmP9+vUZPUehUIDjOCQSCSZOHp1Oh2g0Kkobl16vh1Qqhc/nE81dU1VVhc7OTpjNZlFEPalUitraWnR3d8NgMIjinuLboRwOB3MBV61Wo6GhAd3d3Vi1atV+rUbZolAo0Nraij179kCr1S7o91taWopjjjkGW7ZsQSgUwtjYGN5++21cd911MBgMuOyyy3DbbbehoqICLpcL119/PZO9EgRBEARBEEsTEmsyoL6+HhdccMGMn/FCypFHHomHH34YQ0NDqKioQHFxcdZCDZAK/pVIJKitrWV5CPB4PPB4PKK0PUxvfxJjuhGQat8aHR3FypUrRakPpFwkTqcThx12mGhrBINBRCIR0QSnQCCAyspKZvWyETvi8TgGBgZQW1u7YBFAKpVCJpOlR4ULhQ8Z9vv9zFtOctEKVVBQALVaDZfLJUoIOAAUFxdDr9djaGiI+fsNkPodNDY2Yvfu3SgtLWXeDmU0GuH1etHd3Y1ly5Yxe1/T6XSor69HV1cXVq5cuV8u2WwcffTRKC0txZ///GcEg0Ecf/zxaYfbCSecgMMPPxwjIyOwWCyiTcgjCIIgCIIglgbUBpUBJSUlWLFixYzb9BNuvV6P1tZWwULN6OgoJiYm0NzczPTb9HA4jN7eXjQ2NjL7Bno6TqdT1PYnIOUKKi8vh0ajEW2N0dFR6PV6US+mxsbGRGuBisViTMOF+ZqZiifhcBjvvPNOxhN7WOfW6PV65iOkeXixRqypUBKJBGazGcPDw6K1WwFAbW2taKO8gS/aobq7u0V5rWpraxGLxeBwOJjWLSsrg9FoRGdn54L2bTKZ8JWvfAW//OUvYTKZ8Oqrr8Jut6fvLyoqQmtrKwk1xCEHx0lEuREEQRDEUoacNSIgRKiZmprCwMAAli1bxlRQ4duqysvLRQm1nD79Saz2p4mJCfj9fjQ1NYlSH0i9TiMjI7NOdGEFx3HweDyiuBiAlKtGo9Ew/T1kk1mTLWKINdPDXVkyvRVKLJdUaWkpbDYbPB4PjEajKGtoNBqUl5djYGAAbW1toqxhNpsxPj4uynQomUyG5uZm7N69G4WFhUydfVarFe3t7ejr60NDQ8OCnDsLnRJFEARBEAei9sZX8r2FJcka3wS+VEtB/8TBDTlrGCNEqIlGo+lAYdZTlGw2GyQSiSiuF47j0NPTI+r0p2QyiYGBAVitVlGnErndbigUCtHaWoBUC1QsFhNtDb/fz/Sbe47jcja6G/giZJgVvLNGDGeKRCKB0WjE2NgY89rT16iqqoLD4RDVXWOxWOD3+0UTtiQSCRobGzEyMiKK00mr1aKurg5dXV1M/374IGOv17vgwGFg/9Dhnp4eZnsiiMUGOWsIgiAIInNIrGGIEKEmmUyis7MTpaWlzAOFx8fH4XK5mLdV8YyMjCAej4sWlsuvIZPJUFZWJtoaHMfB4XCgqqpKtClTgLgtUEDKncV6elgymcypsyYejzOrp9VqEY/HEY1GmdWcjtFoxPj4uGitUPwasViM6dSjfZHL5bBarejv7xftWDQaDaqrq0VrhzKZTCguLkZ3dzdTYUuhUKClpQU2my2jUfAk2BAEQRAEQRDZQmINI4QINRzHoa+vT5RA4XA4jJ6eHjQ2Ni4oIDNTgsEg7HY7GhsbRRMfotEohoaGUFdXJ6qI4vF40qGxYsFxHMbGxkRrZwHYj+2OxWKQyWQZ/341Gg3OOeecjPOFWLdBSaVSUXNrtFotFAqFqEKKVCqF2WxmnsmyL2VlZZDL5RgZGRFtjcrKSigUCthsNlHq19XVIRqNMn+t9Hp9OnA4Eoks+Hkk2BAEQRAEQRDZQGINA4QINUAqmNfr9aKlpYWp4MHn1JhMJpSWljKrO71+T08PzGazqIGZg4ODMBgMorVYASkRZWhoSHRXjd/vRzKZFK0FKhKJIBaLQavVMquZbQuUTCaDwWDIODuHtVgDpCb7iCXW8K1QHo9HlPo85eXlCAaD8Pl8oq0hkUhQX1+PoaEh0ZxIfDvU6OioKMfC59c4HI6MXDALoaysDGVlZejo6EAikVjw80iwIQ51qA1q8bJz50785S9/yfc2CIIgDklIrBGIUKHG6/XCZrOhpaWFeZvJ4OAgJBKJaO1J/ISaqqoqUeoDgM/nw/j4uKgtVkAqvDiRSIjqeAGQdtWIJQjxeTUsRb9sxZpgMIinn34awWAwo+eJIdYUFBSIJtYAX7RCZXIBnykymQxmsxlDQ0OirQGkHCQGgwEDAwOiraFWq1FbW4uenh5RXjM+v6a7u5u56GS1WqFQKNDb25tRqxUJNgRBLEYSiQTzz2SCIAhiYZBYIwChQk04HEZXVxfq6+uZO1M8Hg/cbrdoOTV+vx8OhwNNTU2itT9xHIf+/n7U1NSIMmp8+joOhwNms1m0YwFSTiSxW6BYhwsD2Y3tBlLHOzU1lXE2iRhijZghw0Cq5UutVosWzstTUVGBqakpUYUnICVITE5OMnemTMdkMkGj0YgmComVXyORSNDc3Ay/34/h4eGMnkuCDXGokuQkSHJSxrdD21kzMjKC+++/H8PDw/jjH/+Ihx56CFNTUwiFQnjiiSfS9+3LW2+9hfvuuw+vvvpq+r3x0UcfxbZt29KP2bNnD+677z5wHAeZTDbjC5tIJILnnnsOv/3tb9HZ2Tmj9sTEBJ588kn87ne/Q0dHh0hHThAEcehAYk2WCBVqEokEOjs707Z6loRCIfT09KCpqUmUnJpkMonu7m5UV1czbbfZF6fTCY7jUF5eLtoaQMrdFA6HmQc774vP54NMJhO1ZYx1uDCQEmvEFMv2RQyxRq1WQyKRIBQKMa07HaPRCLfbLVp9IBUCXFlZKbq7RqFQoLq6WtSwYYlEgoaGBng8HtFErrq6OsRiMeavl1wuR2trK4aGhjLeOwk2BHFo8sADD+CKK65Y0G3nzp0HrOdwOHDTTTdh/fr12LVrFx566CGcdtppWL9+Pd577z28/fbbOOaYY9KfexzH4dxzz8U111yDgYEB3HzzzfjmN78JAKiqqsI555wDl8uFUCiE888/HzqdDhKJBB9//DGeeuopACl38BFHHIF77rkH3d3d2LhxIz788EMAgN1ux6pVq7B161bs2rULxxxzDP7617+K82ISBEEcIog3A3kJI1So4UddKxQKWK1WpnvjRaDKykqUlJQwrc1js9mgUChQWVkpSn0g9Rrb7XbmOT6zMTQ0BLPZnHG2Sqa43W5RW6A4joPf70dDQwPTurkc2w18IdZwHMfstZJIJNDr9ZiamhJNYCwrK4Pdbhf99aqsrMSnn36KQCAAnU4n2joVFRVwuVxwOp0wm82irKFUKlFfX4/e3l6sWrWK+esmk8nQ0tKCzz77DAUFBSguLmZWW6vVoqmpCd3d3VixYkVGQdq8YHP33Xdj8+bNuPrqq9HY2MhsbwRxsMFxEnBJtp99iy2zJhwOL9gVudCJiH6/H88//zwaGhrgdrthMpnw+OOP45JLLgEAHHbYYfi///s/rF+/Hs899xz27NmDzz77DEqlEtFoFK2trfjoo4+wbt06nHfeebjiiitQU1ODpqYmXHHFFfut96tf/QrNzc144YUX0sfEB9L/+te/xle/+tW0sHPSSSfhxz/+Mc4555xZ9+7z+WbklokZbE8QBLFYIbEmQ4QKNUDq25BAIICVK1cyv3Dv7+9PfysuBl6vF6Ojo1i1apWoQbw2mw0lJSWiBfHy+Hw+BINBtLW1ibpOIpHA+Pg4VqxYIdoawWAQUqkUarWaad1YLJZVTblcjvr6+oxbqORyOTiOQzweZ3rxzufWiOXUUiqVKCgogMfjQUVFhShrACkxq7y8HA6HA83NzaKtw4cNf/755zAajaK5q/i8n76+PjQ3NzN/X9FoNGhsbER3dzdWrlzJ1G1YWlqKyspKdHR0YMWKFRn9rZNgQxCHFtdddx3zmpWVlekvaMrKyqDVavHlL385fX9tbS1GR0cBANu2bUNxcTHuuececBwHjuOg0+mwc+dOHHXUUbjjjjuwatUq/Pvf/8aePXtmXW/79u348Y9/nP63Wq1GXV0dAOCTTz6ZcYwbNmzABRdcgJGRkVm/3Lvnnntw6623Cn8RCIIgljDUBpUBLISa8fFxOBwOtLW1ZZUDMh8ulwuTk5NoamoSRUiJx+Po6elBXV0dc0FgOj6fDx6Ph7nraDZy5aqZmJiAWq0WtW1samoKBQUFzH/32TpF1Go11q5dm/HfilQqhVwuFyW3ZmpqimnNfSkrK8PY2JioawCA2WzG+Pi4qG1dQErgEjtsGADq6+sxNTUl2mtnMBhgNBrR1dXFvK3LYrFAq9Wiq6sr42wcaokiCEII+55HSiSSGT+TSCTp96V4PA6JRAK/349AIIBgMIgNGzZg2bJlAIDR0VGMjY0hFovNOalvPsfrvvdJJJIZ6+/LtddeC7vdnr7x7VQEQRDEF5CzZoGwEGqCwSC6u7vR3NyckWV+IQQCAfT396OtrU20b8D7+/uh1+uZZ+xMJ5lMoq+vT/RQYQDpoFYx3Qk8brdb1NcNSNmhxRhvnq1YE4vF0Nvbi4aGhoyfL1bIcCgUQiKREE2cKy0tRV9fH8LhsKiCplKpRHl5OYaGhtDU1CTaOkAqbHjHjh3wer2iOd3kcjkaGxvR2dmJwsJCUbK2rFYr9u7di8HBwfQ3wSzgR5Hv3r0bg4ODqK2tzej55LAhDgXEGLW92NqgHnjgAezYsWNBj/3Rj36Eww8/nOn6xx57LN5//33ceuut6c9Ap9MJmUyGZDKJSy65BFdddRVUKhW++c1v4l//+td+n5VHH300/vrXv2Ljxo0AUufGTqcTNTU1OOKII/Dqq6/i/PPPBwC88sorKC8vn7NlvrCwEIWFhUyPkSAIYqlBzpoFwEKoicVi6OjogMViYZ4lE4/H0dnZCYvFItoH39jYGLxeL+rr60Vtf3I6nZBIJKKHCgOpMLzKykrmDqd9icVi8Hq9oo8FFyNcGEj9/Wcj1kQiEbz77ruIRCIZP1epVDIXaxQKBdRqtajuGrlcjpKSkpy4a6qqquDxeER31ygUCtTU1KCvr0+0sGEAKC4uhslkYj69iUcqlaK5uRlutxsej4dpbZlMhtbWVrjd7qxCpslhQxDZs2rVKphMJtx555353sq88Jk1C7ktNLMmEzZu3IiqqiqsWbMGP/vZz3DZZZfh5JNPRigUwp133olQKIRf/OIXuOGGGyCVSnHbbbftV+Omm27Cp59+ipNPPhk//elPcdxxx8HhcAAAbrzxRrz++us477zzsGnTJlx++eW46667RD1nJAiCWOqQs+YAsBBqkskkurq6UFBQwDyokw8r1mq1ooWARiIR9PX1oampSdTg1EgkArvdjmXLlokeKjw1NYWpqamcuGrGxsZQWFgoqlMoHo8jHA4zF2uSySTz7JiFIIazBvgit4Zl0Oy+lJWVYXBwEFVVVaKepCqVSphMppy4a8rLy+FyuTAyMoKqqirR1rFarfjss88wPDwsyjoqlQrNzc3o7OyEVqtl6nBUq9VoaWlBe3s71Gp1xi43ctgQSxkxnTW7du2CxWJhWlsMWGfWmM1mXHXVVTN+dsMNN8z4fNu4cSMOO+wwACkX4Isvvoi///3v2LlzJ1pbW3HvvfdCq9UiGo1iy5Yt6S+vnnjiCTz55JOIRqM44ogj0i3c5eXl2LVrF1544QWMjIzgj3/8I5YvXw4g1c762Wef4cUXX4TP58M///lP5u4ggiCIQw0Sa+aBhVADAAMDA0gmk2hoaGB+8TY8PIxgMChKWDHwhRhkNBpFmy7FMzAwAKPRKEorz77wWTViu2qAVAuUmJOzgJT4pNFomB8P3+Oei9dpOmKJNXq9XrQx0TzFxcXo7e0VrS1tOhaLBZ9++iksFgvz1srp8GHDe/fuhcFgEK3FSyqVoqmpCXv27EFxcbEo066Ki4thNpvR2dmJFStWMG2JKywsRG1tbbp2pu1cJNgQBLFQzGbzfgLQL37xixn/vvjii/d73rp167Bu3bp5n1dfX4+bb74ZALB69WqsXr06fZ9er5+1LgCYTCZ85zvfWfhBEARBEPNCbVBzwEqocTqdGB8fF2UEtdfrxdDQEFpaWkS7mB4eHkY0GhU97HdiYgI+nw81NTWirgN84aoRW0ABUjlFoVAIpaWloq7Dhwuzhs+rybWNWaFQIBqNMq9bUFCAqakpUdpseKRSKYxGY1btMJkyPbtGbPR6PUwmE/r7+0V9/XQ6Haqrq9HV1YVEIiHKGhaLBSqVCr29vcyPpby8HAaDAZ2dnVntn1qiiKUIx0mQZHxbbJk1+7Jjxw5s2LAB9fX1eP311wEAzz//PF577bU874wgCII4WCCxZhZYCTVerxeDg4NobW1l3gITjUbR1dWF+vp6Ub59BlKhxUNDQ2hubhZ1WlIikUB/fz+sVmtO2m1ylVUDpFw1BoNB9GlTYok12ebVAIBWq8XGjRuzmoAlRmYNvyeO4xAOh5nXng4/FUrMjBeeXGXXAEB1dTUCgQDGx8dFXaeyshJKpRKDg4Oi1OdDgaempuB0OpnXt1qtkMvlWYtBJNgQxNKmt7cXJ5xwAqxWK4qKitKfSUcddRQ2bdokSmYNQRAEsfggsWYfWAk1oVAInZ2daGhoECVHpLOzEwaDQbQJQ4lEAl1dXbBYLKKJQTwOhwMqlUr0aUnAFxOgcuGq4TguJ1OgksmkqJOgshUapVIpCgsLs3KUidUGJZFI0u4aMdHpdFAqlaK3XAFfuGvsdrvoa8nlctTW1qK/v1/UiwleTBkbGxNNGFIoFGhpaYHNZmP+98CHGfv9/qxdTyTYEMTS5eGHH8b3vvc9bN68ecYEOf6c6+OPP87f5giCIIiDBsqsmQYroSYej6OjowOVlZWiTADiv23OdERspmsolUrRQot5gsEgRkZGsGLFipy02thstpxl1Xi9XkgkEtFHU4ZCIUilUlFyRLId2w2knFnPPfcczj777IwFP7HaoIBUK5TP54PJZBKlPpASG8rKyuByuWAwGERbh6eqqgo7duxAMBjMysmUCQaDAW63G3a7nekI7H1RqVRoaGhAb28v9Hq9KAHder0+nTGzcuVKpmvI5XK0tbVh9+7d0Gq1Wf0dUIYNsVSg0d0zGRgYwIYNGwBgv3OfwsLCnAj9xOJh4Lav53sLS5I77tib7y0QxAEhZ83/Dyuhhp/8pNVqRZlOMDY2hrGxMTQ3N4s2MWl8fBxjY2NoamoSVUDhOA69vb0wm82iX2ACKfEkEAjkxFUDAC6XCyaTSXQRyufzoaCgQJR1hLRBcRyHUCiUVRsI3wYlRjZKLpw1QKoVyuv1iiY6TSeX7hqJRIK6ujq4XC74/X5R1zIYDCgpKUFPT49oOTnl5eUoKSlBV1cX87Y1jUaD5uZm9PT0ZP1akcOGIJYeFosFn332GYCZYs3w8DA++eSTnEyqJAiCIA5+SKwBO6EGSDlSYrEYGhsbmV88BwIB9Pb2orm5OeMpIwslGo2it7cXjY2Noo6aBlJiRjweF3UUMA/HcbDb7aiqqhI9PwZIuavGx8dz1tol1tQhIW1QQpDL5eA4TpRWG71ej3A4LEqb1XSUSiWKiopyEjQMpNw1k5OTCAQCoq+lVqthsVjQ29srei5PXV0dwuEwRkZGRF0jmUzCZrMxr11cXIyamhp0dHRkLdyRYEMsdnhnDevbYuWKK67AQw89hM2bN2NychJ2ux1btmzBSSedhOOPPx4NDQ353iJBEARxEHDIizUshRqn0wmPx4PW1lbmgkA8HkdnZycsFguKioqY1ubhOA7d3d0oLS0VfXpRNBrF4OAg6uvrRXMITcfr9SIcDqOiokL0tYCUA6qgoEC0EcfT8fl8orVaCXHWCEEqlYqWWyOXy6HVanPirjGZTHC73aJOT+JRKBSorKwURXCYDd6hJkZA73RkMhmam5tht9tFE6KkUilaWlrgdrsxNjbGvH5lZSVKS0vR0dGR9YQrEmwIYunQ2tqKZ599Fr/73e/wzjvv4Oqrr8bFF1+MFStW4Mknn8z39giCIIiDhEM6s2a6UPPee9vw4IMPZl2Ln/x02GGHMXe98CKKTqcTNUOGH9Pd2toq2ho8/f39KC0tFU14mg7HcbDZbDlz1QAp11Au2q0ikQji8bhoIdBCnDVyuVzQWHk+t0aMFrnCwkL4fD7RRcmSkhL09vaKFgC9L2azGZ9++qmobiseqVSKhoYG7N27F6WlpaIKk3q9HhaLBV1dXVi5cqUo/x+rVCo0NTWhs7MTWq2W+d9dbW0t2tvb0dvbm3WLKS/Y/PCHP8Svf/1r/Nd//Rdl2BDEIuWkk05CR0cHBgcHMTk5iZqaGpSUlOR7WwRxSBH69FO0t7blextLkraO9nxvYUlwyDpr9hVq2ts7IZFk5yAQc/ITAAwNDSEcDovSWsXDTy0Re0w3kMrE8fl8sFqtoq4zfb1YLIby8vKcrBcIBBAKhUQXAoCUq0av14vmThLirFGr1TjhhBOyvogXa3w3kLvcGqlUmg4azgVyuRxmszln7hq9Xg+TyYS+vj7R3UNmsxkqlQoDAwOirVFcXAyLxYKOjg7mLXi8eycQCGQ9IQoADIZy/O1vryEUCuHXv/41OWyIRUGSk4hyWwpYrVasWrWKhBqCIAhiPw5JsWY2oYYnU8EmFouhvb1dtMlP4+PjGB4eFqW1iicej6Orqws1NTWij+mOx+Po6+tDXV1dTtpr+Kya6urqnLRbASlXjdFozImLZ2pqSrQWqGQyiUQikbWzJhqNYvfu3VnndIg5EaqwsBB+vz/rlpRMMJlMGBsby8laQKrlJhgMYnJyMifr1dTUIBQKidI+NB1+nPf4+Dg8Ho9o65jNZuh0OnR3dzMXoORyOVpbWzEyMpLV68V/PgUCARJsCGIR4/V6sW7dOoyPj8/4+V/+8hfcdNNNedoVQRAEcbBxyIk18wk1PAsVbPjJT7xFnzWhUAg9PT1oamqCRqNhXp+nv78fGo0mJ3kuNpsNOp0uJ+OMAaTzQnIR9Auk/ibcbnfOXDz8JCgxiEajkEqlWYtO0WgU27dvz1pwEdNZo1QqoVKpRJ9mBAA6nQ4ajUZUgWE6MpkMFosFNpstJ1k5MpkM9fX1GBgYyEloc2NjI3p7exGJRERZgxeFIpGIIAfMXGg0GrS0tKC3tzcjd9e+n0sk2BCLCY4TI2Q430eVPZs3b8axxx67nwP33HPPxdNPPy3Kew9BEASx+DikxJqFCDU8BxJsOI5Df38/ksmkKO1JiUQCnZ2d6WBKsXC73fB6vaK2WPFMTU3B7Xajvr5e9LWAlHBit9tRU1OTk/WAlBNKqVSK7lACUq6uUCgkqliTj0lQPGI6a4AvcmtyQXl5ec5aofj1YrHYft/aikVJSQmKiopEbVGavpbJZBJl1DaPTCZDS0sLRkZGRHkNi4qKUFtbi46OjgWJTnN9HpFgQxCLk717986aNyWRSFBbW4u9e/eKsu7TTz+N66+/ftHVJgiCOFQ5ZMSaTIQanvkEm5GREUxOTqKlpYV5ew3Hcejp6YFKpRLFscMTCoXQ19eHpqYm0VuSkskkenp6UFNTI9rY8X0ZHR2FQqHISXbM9DXLy8tzIg5NTU1Bq9VmHeB7IPI1tptHTGcNkBJrcpFbAwAGgyGdZZQLpFIpqqurYbfbc+KuAVLjrycmJjAxMSH6WjU1NUgmk6J++6zRaNDU1ISenh5Rfm/l5eUoKytDe3v7vPk4B/rigAQbYjFAo7tnYrVa8dZbb+3387GxMezYsYPJud+f//xn/PjHP57xM4/HA7vdLrj2bIhZmyAI4lDlkBBrshFq5mN8fBx2ux2tra2iXMwODw8jEAhkPTFkIfAtXJWVlTmZyORwOCCXy3M2OjuRSGBoaCinrppwOIypqamctVyJObIbyN/Ybh6lUimqs4YPGRbLnTEduVwOg8GA0dFR0dfiKSsrA8dxcLvdOVlPoVCgrq4OfX19oufzSKVSNDc3p0VzsSgpKUFlZaUogcNA6oJNpVLNmY+z0JZcEmwIYnHx7W9/G3/+85/xwx/+ENu2bUN7ezuef/55nHLKKTj88MNx2GGHCV5jfHwcg4ODDHZLEARB5IslL9awFmoCgQC6u7vR3NwsSqvLxMQEhoaG0NraKppjAgAGBwfT2RZiEwgEMDw8jIaGhpwJJ8PDw9BqtSguLs7JekDKVWMwGET9vU0nF2KNEDFSq9Xi4osvznoEsthtUGq1GjKZDIFAQLQ1psO3QuVCHAJSdnqr1Qq73Z6zNY1GIzQaTU4uEDQaDerr69HT0yPq34nFYoFGo0FPTw9zl5JEIkFzczOi0ajgFrLpgs3mzZtJsCGIg5iWlha89NJLeOONN3Dcccdh2bJlOOecc1BXV4e//OUvgut3dnbiv//7v/HOO+9g+fLlOPHEE9P3cRyH22+/HccffzzOPPNMfP755+n7+MevWLEC69atw1NPPZW+7+mnn8Z1110353P35bbbbsPFF18sWr4YQRDEocCSFmumCzUXXXQRPv98j+B67e3tqKmpEWXEYigUQnd3NxobG7O+wF0I4+PjcLvdaGpqEn1CUjKZRG9vL6qqqkQ9punEYjEMDw/nbDQ4kDpOl8uVs2DheDyOQCAgqlgjtA1KKpVCq9Vm/TemVCqRSCREc2lIJJKc5tbo9Xoolcqc5cgAKWeIUqmE0+nMyXoSiQQNDQ1wu905eV3LyspQXFwsipDCwwcOh0IhUdquZDIZWltb4fF49vs9cVxmbYCBQAAPPPAACgoKSLAhDio4sB/bzWHxtkEBwCmnnIKenh709fVh586d8Hg8eO6555hMFrVarbj88stx1FFHYevWrXjwwQfT9z333HMIhUK483zfQlkAANN8SURBVM47UVVVhYsuuih9H//4p59+GldeeSVuuOEGvPnmmwBSbU6bN2+e87nT+elPf4qXXnoJ999//5yt7z6fD0NDQ+nbyMiI4OMmCIJYauTGApAH9hVqjj/+eACpk9+FWsunnygnEgm0t7ejtLQUlZWVzPcbj8fTgcJiTkqKRCLo6elBY2NjTrJjRkZGwHEczGaz6GvxDA0Nobi4GHq9PmdrTkxMQC6Xixb2uy9TU1PQaDSitilFo1FBLXKBQADPPPMM/vM//zMrF5pMJoNMJkM0GhVtGlphYSEmJiZQVVUlSv3pSCQSlJeXY3R0lMnJ+ELXtFqt6OjogMlkyonrS6VSwWq1ore3F6tWrRJdEK6rq8Nnn32G4eFh0X6P/Mjt3bt3Q6fTMc/BUqlUaG1txd69e6FWq2c4ArP5zLruuutw9913Y/Pmzbj66qtnDTIlCOLgoK6ujnlNtVoNs9mMgoICLF++fMZ9X/rSl3DLLbcAANra2lBcXIxwOAy1Wj3j8cuXL8fw8DC2bt2KU0455YDPBVJfXH3ve99DX18f3nzzzXk/+++55x7ceuutjI+cIAhiabEknTVzCTU8C/m2cvpjOI5Dd3c3FAoFamtrWW8XHMeht7dX9EBhPqfGZDLlJHSX/ya6oaFB9As2nnA4jNHRUdTU1ORkPZ5cBgsD4rdAAcIzaziOQzweF+R4EDu3hnfW5CqEt6ysDFNTUzkLGgZSx1hQUACHw5GzNcvLy6FQKHISNimTydDc3IyhoSFRA6P5wOHu7m4Eg0Hm9fV6PRobG9HZ2blf/Uw/s0pLS3HdddeRw4Y4aKCA4YOH6a7jwsJCcBwHv98PIHVuceONN+L444/HihUrcPvtt89wFM73XAB47bXX8PTTT2Pr1q0H/JLm2muvhd1uT98+/PBDVodIEASxZFhyYs2BhBqe+U5+971vcHAQ4XAYzc3NoogOQ0NDCAaDogYKA0hPhsmFkMFPtKqsrMypw8Vms8FkMonmxJiNcDgMn8+Xs2BhIHdiTT6nQQHiT4TSaDSQSqU5y62Ry+UwGo05DRoGUifYTqczZ9kBfDuU0+mccSIvFjqdDrW1tejq6hL176WkpARVVVWiBQ4bDAZYLBa0t7fvJ1Jm8pkFkGBDEIc62ZxP/uQnP0FHRwduvfVWPPXUU/j+97+f0efG1772Nfznf/4nzjnnnAOK2oWFhbBYLOmbGK51giCIxc6SEmsWKtTwzHaCu+/PRkdH4Xa70dbWJkoLwfj4OEZGRkQPFJ6YmMDo6KhogtO+OJ1OxOPxnAQY80xNTWFiYgLV1dU5WxP4Ilg4V5OTEokE/H6/qFO8kskk4vH4QSHWiOms4XNrvF6vaGvsS66DhoFU2LPBYMjpWFWNRoPq6mr09PTk5FhNJhMKCgpEza8BgKqqKuh0OnR1dYmyjtlsRnFxMTo6OvbLa1rIZ9Z0SLAhDhbIWZN7iouL4XK5MnpOX18f1q5di5NOOgn19fWzjhefD4lEggcffBBWqxUbNmxAOBzO6PkEQRDETJaMWJOpUMMzs91p5knv5OQkBgYG0NbWJkq+SzAYRHd3N5qamkR1gkQiEXR3d6OhoSHdVywmoVAINpsNjY2NOWt/4jgOg4ODqKqqyum4aT5YOFcjyYGUqyYXeTVSqVSQgKhQKLB8+XJB+xRbrAGAoqKinIUMA6l2F5VKBY/Hk7M1AaCmpgYejydnLiIAqKyshEwmEyWYd18kEgnq6+sRCoVEDarkA4ej0ShsNpso9evq6iCTyWYVnub7zJoNEmwI4uDjhhtuwLvvvivqGmvXroXD4UBdXd2MaVDzsWnTJvzXf/0XGhsb0djYmFXLvFQqxaOPPgqTyYQzzzyTpkERBEEIYEkEDGcr1PDMdsIbDAbR2dmJxsbGWdt4+MDHTKd18MTjcXR0dMBisYgyWYqHz6kpKysTNbiYh8/fqaioyFnYLpByDoXD4ZzbaD0eD5RKZU5bvbxe76JogVKpVPjyl78sqIZSqRQ1hwRIiTWDg4NIJpM5ERclEgkqKirgdDpz2jqnVCpRWVmJwcFBLFu2LCdr8sLGZ599htLSUtH/P5HL5WhpacGePXtQUFAg2nsQP8Hps88+g06nyzoweq7PEalUmj4Om82232S7TD93eMGGQocJ4uDA6XRicHBQ1DUMBgN6e3ths9nS7aEXXnghzjzzzBmP2717d/o89PTTT4fT6Uxn/wUCgfQXCwd67vT7pVIp/vSnP6G9vR2RSCQnAy0IgiCWIoveWSNUqJmrZnt7O6qrq2cVOKZP5ljolI7p8AKKXq8XfUoSn1OTqzHWTqcTsVgsp61IyWQSg4ODqKmpgUwmy9m6QOp4cxksDKScNWK2QAGp/weEnlxFo1Hs2LFDkDMmF84atVoNmUyWU8eJ0WhEMBjM6ZpAqsUmEAhgcnIyZ2vmuh1Kp9PBarWKnl+jVqvR0tKC3t7erHJ5DvQ5wk+gcrlcTDKOyGFD5BPWY7v522Ll9NNPx5YtW/ZrdWSNXC5HfX09WlpaAKTeB/ZtT1++fPmMcyetVpt29xUWFqanVR3oufveL5PJsHz5ctG/XCIIgljKLGqxRgyhJpFIoKOjAyUlJbO6NGY7qc5UsOG/5WhoaBD1Ij/XOTX5aH8CAJfLBYlEklOXApAaTR0MBnO6bjweRyAQWBTOmmg0io8++uigF2v43JpctkLJZDKYTCY4nc6crQmkTtyrq6sxMDCQswlYQG7boYBULlAu8muKiopQU1ODjo6OjP5OF/o5olar0draioGBASYCGwk2BHFw4PP58MEHH6C1tRXf/va3sWnTphm33bt353uLBEEQxEHAohVrxBBq+BHdcrkctbW1+wkp84kyCxVsXC4X3G43WltbRXWB5DqnJl/tT/F4HHa7fdbfl9g4nU6YTKacunl8Ph+0Wq3ouTwHwyQo4AuxRmxhoaioKKduEwCoqKjA2NiYKFOF5sNkMgFAxsGTQuDboUZGRnIyHYqfRhUOhzE8PCzqWhUVFSgpKUFnZ+eCnEOZfo4UFBSgsbERXV1dTEaGk2BD5AMKGJ6J0+nEl7/8ZbS0tMDlcqGnp2fGLdeuS4IgCOLgZFFm1ogh1ABfjOhevnz5fs6QhYgxEoli3iyBqakp9Pf3ixZYzMO3WZlMppzk1ADAyMgI4vF4zicxORwO6PV6FBcX53TdeDwOt9uNVatW5XRdr9cregsUkPp/LJei21woFIr0ZCoxBaqioiL09/fnLLcGSLUH6fV6uFwu0dshpyOVSmG1WtHT0wOj0ZgzsZFvh+ru7saqVatEf51lMhmam5vT+TViudH4QODPP/8cfX198zoms/0cMRgMiEQiaG9vx4oVKwQLqZRhQxD55aabbsr3FgiCAKA58ki0bd2a720QxJwsOmeNWELNyMgIxsbGZh3RnUmb01yPjUQi6OjoQF1dnegtLHxoXU1Njajr8ASDQdjt9py3P4XDYTidzpzl8UzH5XKhoKBA1Cles5ErsSYSiRwUzhqpVAqFQpGT3JpchBnvCx80nMuWJAAoKSmBTqeDw+HI6bqVlZVQKBSiTFGaDZ1Oh7q6OnR1dYn6N8QHAnu93jlb24R+jlRWVqKkpATt7e1Mci7IYUMQBEEQBHFws6jEGrGEmvHxcdhstlkdL9kECO/7HD4Hx2g0plsQxMLj8cDtducspyaZTKKnpwdmszmnE5GAlChVVlYGrVab03U5joPT6cz55KloNIpQKJSTsD4WbVA6nQ6XXXYZdDqdoDoqlUp0sQYACgsL4fV6RV9nOqWlpeA4LuctWABgtVoxMjKS07GqfDvU6OhozjKCTCYTiouL0d3dLaooplAo0NraCpvNtt/vk8XniEQiQW1tLZRKJbq6upgcCwk2RK6ggOH92bFjBzZs2ID6+nq8/vrrAIDnn38er732Wp53RhAEQRwsLBqxRiyhxu/3o7u7G83NzYIvKmeDz3JRKBSiO0BCoRB6enrQ1NSUszGJw8PD4DgOVVVVOVmPx+fzwev15rztCgAmJyfBcZyoI9dnw+v1Qq/Xi962wnEcE7FGIpFAoVAIzhLKRcgwABQXF+dcrJk+xjvX8COnxR4fuy9qtTrdhiX2JBSeuro6xGIx2O12UdfR6XTpfJlQKMS8vlQqRXNzM6LRKPr7+5nUJMGGIHJPb28vTjjhBFitVhQVFSEcDgMAjjrqKGzatCnnWWYEQRDEwcmiEGvEEmr4DACr1Trnhfd8GTRzMf05DocDfr9fdKdLIpFAZ2dn2iqfCwKBABwOR87bnziOw8DAACwWi+hBu7MxMjKCioqKnAcae73enGTz8CeJQsUav9+Phx56SHCgrFKpzIn7o6ioCH6/Py+Bv16vV5SL+wNRU1ODiYmJnLd/lZeXQ61W50wokslkaGlpwcjICCYmJkRdy2AwoLKyEh0dHem/JaGfI9ORyWRoa2vD+Pg4s/BkEmwIseEgEeW2WHn44Yfxve99D5s3b0ZtbW365xaLBTqdDh9//HH+NkcQBEEcNBz0AcNiCTXxeBzt7e0wmUyoqKiY97EcF1uwjX36CbbH48Hw8DBWrFixXw4Oa/r7+6FQKHLmNEkmk+ju7k6fWOQSt9uNeDx+wN+bGIRCIfh8PjQ1NeV0Xb5Vprm5WfS1IpEIE0cMK5RKZfpbRzFRKBTQarXw+XwoLS0Vfb3p6xqNRjidTtTV1eVsXX5ti8WC/v5+rFixIme/c35a065du1BaWpoTEVKj0aCxsTEdcCym+9BisSAYDKKrqwutra2QSqVZf47MhlKpRFtbG/bs2QOVSsUkSJ5ChwkidwwMDGDDhg0AsN/7bmFhoeiiMrG4qb3xlXxvYUmwxjeBL9Xm1iVPEJlyUDtrxBJqkskkOjs7odFoFhzCu5BvRqc/JhAIoKenB83NzaKH0I6OjqYv5HN1sWW32yGTyXI6xQZIiWw2mw21tbU5dfPwjIyMoKysLOeOnnA4jEQikZNcoGg0mrM2uoWQq8waID8jvIFUeKzL5cqL9b2ysjI93SyXqFQq1NXVoaenJ2fHbTAYYDKZFjxmO1v4bJ5YLDbDPZTp58h86HQ6tLS0oKenh5kzihw2hGhw7Md3I7e57EyxWCz47LPPAMwUa4aHh/HJJ5/k5IsZgiAI4uDnoBVrxBJq+AyZZDKJpqamjMSN+U6ip98XjUbR3t6Ompoa0b8x9vv9GBgYQEtLS84EBJ/PB6fTmfHrxwKHwwGtVpvzvBjgi3HduQ4WBlI5OUVFRTkRqFjk1bAkV5k1QH5ya4DUhbder8+5YAKkclBqa2ths9lyliHDYzQaUVBQgL6+vpytWVNTA4lEgoGBAVHXkclkaG1thcfjwejoaPrnC/0cWQjFxcWoq6tDR0cHszY6EmwIQnyuuOIKPPTQQ9i8eTMmJydht9uxZcsWnHTSSTj++OPR0NCQ7y0SBEEQBwEHpVgjllADpBwhU1NTaWt6psx2Mj39Z7xrp6SkRPQ2nXg8js7OTtTU1KCgoEDUtaav2d3djdraWqjV6pysyRMOhzEyMoLa2tq8tOi4XC7o9fqcT58CvhBrcgGrsd1KpRKHH3644Fq5yqwBgIKCAkQikZxOSOKprKzEyMhIzsd4A6lR3lqtFkNDQzldVyKRoL6+Hj6fD2NjYzlZkx+zzU/OExOVSoWWlhYMDAzMEAEP9DmSCSaTCeXl5Whvb0csll2NfSHBhiDEpbW1Fc8++yx+97vf4Z133sHVV1+Niy++GCtWrMCTTz6Z8/2Ew2HceOONojoOCYIgiMw56MQaMYUal8uF0dFRtLW1CXKhTD+pnvnfKdeOVCpFXV2dqIICx3Ho7u5GQUFBTrNbBgYGoNVqRR9BPtfa5eXleRFLkskkRkZGct72xa/t8/lykusBsGuDUiqVWLNmjWCxRqVSIZFI5KRVRiaToaCgIC+tULxbLB9ZBfxYaKfTmZN8oOkoFAo0NDSgr68vZw4qpVKJ5uZm9PX1IRAIiLpWQUEBGhoa0NnZOcP9MtfnSDZUV1ejoKAAHR0dzNxRJNgQLKHR3ftz0kknoaOjAwMDA9i5cyc8Hg+effbZvDiHw+Ewbr/99gWLNR988AGeeOIJkXdFEARBHFRijZhCzeTkJPr7+9Ha2sokQ4bjYvudYDscDkxNTc07+UkiUSw4ZHI+hoaGEIlE0NDQkDOXyfj4OCYmJnK6Js/k5CSmpqbyMqobSF1AS6XSnAkm05mamoJcLs+Zk4mVsyYajeLDDz8UfAEulUqhUChy2gqVD7FGIpGk3TX5gBdhxW4Pmo2SkhIYjUb09PTkzFlUVFQEi8WCzs5OwULggd7XjUYjKioqZkyIAmb/HMlu/VRgs1QqZfoakmBDEOJjMBhQUlKCwsLCfG9lwezYsQN//etf870NgiCIJU9OxZre3l5873vfm/U+MYWaQCCAzs5ONDU1idYuxE9+am1tndO1M/1kXohgMzExgeHhYbS0tEAmk2VdJxOi0Sh6e3vR0NCQ8zyTZDKJ/v5+1NTUiD5Vay6Gh4dRWVmZl/aryclJFBcX52xtVs6aaDSKnTt3MhFZctkKxefW5KMdqaysDH6/X3S3x1xUV1djamoqL2KV1WpFOByG0+nM2Zpmsxk6nU6QwLHQ9/Xq6mpotVp0dXWJ0mrAt3eFQiGmI9HFFmweeeQRbN26lWlN4uCDdbhwOmR4EfPyyy9j5cqVKCgogNVqhUajwcUXXwyHw5GT9QcGBnD33Xfj4Ycf3s/R+dZbb+Gll15K/zsYDOLGG28EkBq08MILL+Dzzz/HjTfeiF/96lcIh8P42c9+NuOzK5FI4KabbsL4+HhOjocgCGIpkpVY8/zzz+Pxxx/H448/vl8YZzgcxquvvoqtW7eit7c3/fNEIoHdu3fPOn1JTKEmEomkw37FGsfr9/vTk5/matGZ7SQ+G8EmHA6ju7sbjY2Nok+Z4uHbu0pKSnI60pjH6XRCJpPlpfUKSDlbQqEQysrK8rI+L9bkAo7jmDlrWJLLiVBarRZSqRR+vz8n601HLpejvLwcw8PDOV+bX99qtaK/vz/n2QUymQxNTU2w2WwIBoM5WZN3pIRCoawukDJ5X59rQhRL5HI52traMDY2xvRv6ECCjc1mS58TvP322/s9v6enB1u3bsWrr746o81u165dqKury8sUNILIJ++88w7OOussnHzyyfjHP/6BHTt24Omnn0Z/fz9OPvlk0T/vuru7sXr1auzcuRN79uzB1772tRn3/+tf/8Lf//739L+DwSBuv/12AKn3ao1GA4VCgeLiYhQVFUGtVuO9996b4bZ57bXX8Je//GXO80afz4ehoaH0LV+uUoIgiIOZrMQajUYDnU6Hl19+eb+RoT//+c/x/vvvIxAI4Oc//zn27t0LANi+fTvWrVu3Xy0xhZp4PI729nYYjUbRJvhEo1F0dHTAarXOeUE9nyiTiWDDhxeXl5fDYDBkutWsGR0dRSgUQl1dXc7W5IlGo7Db7aJnAM3H8PAwKioqcuZimk40GkUwGMxZuDAfUHqwiTW5dNZIJJK8tUIBqaBhj8eTM3FqX8rKyiCTyfJy4lxQUACz2Yzu7u6ciUVyuRwtLS1wOBwZ/c6zeV+fPiFKLAeRSqVCW1sb7HY7PB4Ps7rzCTZyuRw6nQ4jIyPYtm3bjOft3r0bP//5zxEIBLB9+3b88pe/BJD64mFychKNjY3M9kgcvCQhQmYNUucEq1atgslkwp133pnno1w4f/rTn7Bp0yb87//+L0488UQcfvjhOOecc/DWW2+l/18Rk9tvvx3nn38+nnjiCdx333245pprFvxck8mEU089FU1NTbjxxhvxox/9CADw7W9/G4899lj6cY899hi++c1vzlnnnnvuQXV1dfq2Zs2arI+HIAhiqZKVWLN+/Xqce+65+13QffbZZ5icnMStt96Kyy+/HBdffDGee+45JJNJ3H///bj00kvx0Ucf4bbbbgMgrlCTTCbR0dEBrVYLq9XKrO50EokEOjo6UFpaOmfI70LEmIU8huM49PX1QS6X5zS3JRgMYnBwEE1NTXkRKwYHB2EwGHI27WpfwuEwJiYmchriPB2v14uCgoKctX/xrpp8CWNzoVKpcjqhKZ9ijUqlQmlpad6+ZZRIJKirq8PQ0FBeBKOqqipIpVLY7facranVatHQ0ICurq4F/Z0JeV9XqVRobW3F4OCgaH9jOp0OLS0t6Onpgc/nY1Z3LsHGbDbj3HPPxVFHHbXfc55//nlceOGFuPzyy3HLLbdgYmICe/bswVtvvYX7778f1113HZ577rn0FzsEkSm7du2Cy+XC9ddfn++tLBilUonDDjtsv59rNBrU19eL/oXJzp07Z3yBun79esE1zz//fHz88ccYHByEx+PByy+/jIsvvnjOx1977bWw2+3p24cffih4DwRBEEsNppk1vb29WL58efqiftWqVenpSI8++igef/xxrF69Gtdee62oQg3HcemTyMbGRlEuPPk15HI5amtrZ31MJq6ZAz12dHQUk5OT84YXsyaZTKK7uxtmszkvYonP58P4+PisrXO5YmRkBEajMW9Ok4mJiZyGGrPKqwEAvV6P7373u9Dr9YJr5bINCkiFz/r9fmajkDPFbDbD6XQym+yTKQUFBTAajXkJG5ZKpWhqaoLT6dyvzVZMjEYjTCYTOjo65nX1sHhf1+v1aGxsRFdXl2gtX8XFxairq0NHR8eMKVRCyTTDpre3F6tWrQKQchatWLECvb29WL9+Pf70pz/hN7/5Db7xjW+gtbWV2R4J4mBn7dq1eOSRR/b7f/PDDz/EwMAAVq5cKer6Uql0xvvcvu95EolkRo7XQj4L9Xo9zj33XDz++OPYsmUL1qxZM68ju7CwEBaLJX0TywFPEASxmGF61e/3+6HT6dL/1mq16TYpjUYDjUaDG264AUqlEk899RTa29txwQUXMBVqgJQbIxAIoLW1VTRhw263IxgMzimeZJNHM9dzpqamMDg4OG94sRjY7XZIpVJUVVXlbE2eZDKJvr4+1NTU5E0oicfjcLlceRnXDaQEwVzm1QDsJkEBqf3HYjEmQb25dtYoFAro9fqcigXT0ev10Ol0GB0dzcv6AFBTU4PJycm8vAZqtRp1dXXo7u7OaZ4JH2Le19c3698ty/d1g8EAs9mMjo4O0URBk8kEs9mMzz//nKnYyQs2Op0OmzdvnvdvZGpqatbzArlcDo1Gg4aGBlx00UV5cW4SuYMChmcyNTWFvXv3wmq14sILL8SVV16JU089FV/+8pdhsVhw0003YdOmTdi0aRN2797NfP3Vq1fjlVdeSf/7b3/724z7y8vLZ+RO/vOf/5xxv1arnZE/xfPtb38bf/rTn/Doo4/ikksuYbtpgiCIQxCmSkZBQcGMUE6/37/fKEL+QpBX0Pv6+phmE4yMjGBsbAzLli0TrXXE5XJhdHQUbW1tzNfY98Q+Go2is7MTtbW1TBwKC8Xr9cLpdKKpqSlnTp7p8Bep5eXlOV+bx+l0orCwcM7QaLHx+/2QSCQzLnTEJhKJMHPWBAIBPProo0wmG/GZNbmc0FRcXLzfhIxcUlVVhZGRkZwH/fIoFArU1NTkJWwYSGXnFBYWore3N2e/d6lUiubmZkxOTu4nlAmZ4DcXVVVVKCwsRGdnp2ivcVVVFYqLi9He3s7UqTU6OoqpqSmUlJTM+55RWFg4I9vO7/fPcGpKpdKcfglBEAcDTqcTX/nKV7BmzRr4fD7Y7XYoFAqsX78eJSUl6OnpSd/EmA7405/+FK+++io2bNiASy+9FI888siM+7/xjW/g3//+N84//3x8+9vfxv/+7//OuP9LX/oS3nvvPVx11VX41a9+lf75cccdB5lMhvb2dpx33nnM900QBHGowVRpaG5uxksvvYRYLAaFQoFPPvkETU1Nsz721FNPRTgcxmuvvQYAuPTSSwWLAh6PBzabDcuXL2d2wbkvPp8P/f39aGtrg1qtnvNxHBfL+uReIlGA42JIJpPo6upCSUlJTkWLeDyO7u5u1NXVzXuMYhGNRmGz2dDW1pYXoQhIOXtGRkbQ3Nycl/WB1BSokpKSnObHRKPRnIUZZwIv8sZisZw5rUpKStDe3g6O4/KS4VNcXAyZTAaPx5O3SWTl5eVwuVwYGRnJucNOIpGgvr4eu3btgtvtztk0OIVCgdbWVuzduxc6nQ4FBQWChBqOm9s1wx/j559/jt7eXlHadvkMos7OTnR2djJxnLa3t+OBBx6AwWDAtddeO+/nRFNTEz799FPU1dUhFoth9+7dsw4bIJY2SXwRCMyy5mLlpptuyuv6dXV12LlzJ15++WUUFhamR3jzDjez2Yxdu3bhtddeQ1lZGe655x78/ve/Tz9/2bJlePfdd7Ft27b93k9OPPFETE5OHpTnEgRBEIuNrMSat99+G0NDQ4hEInjhhRdgNBqxceNGLFu2DJWVlfjZz34Gq9WKbdu24dZbb521hkQiwYYNGwCAiWDj8/nQ09ODlpYW0ZwIoVAIHR0dqK+v388xNBtCBZve3k5wHJfTKUz8mO7CwsK8XSDyocILeY3Fwu12Q6VS5XUPExMTOW/BYumsYYlEIkm7a3Il1vDvI/s6AXKFRCKB2WzG8PAwjEZjXgQj/kL/888/h9FozPnfhlwuR1NTE9rb21FQUACNRpOTdfV6fVrgWLfutKzrzCfU8EilUrS0tGD37t1wOBywWCxZrzffGs3Nzdi7dy/6+vrQ0NCQ9d/TvkJNUVERvF4vXnjhBQwODmJoaCidT7d8+XKcffbZuOWWW+BwOGCz2VBZWYm2tjbGR0gQRKZUVFTgiiuuSP/7xhtvnHG/1WrF97///TnvX716NVavXj3jZ4lEAq+++ioeeughEXZMEARx6JGVMqJWq6HT6bBx40ZUVFTMEEduueUWnHHGGbBarbjrrrvQ0tIyZx1esDnttNPwwQcf4LHHHsvKCh4MBtMiilj5HvF4HB0dHaisrMxIxFjIyfpsnHDC8XjnnX+gpaUlp+4Sl8sFv9+P+vr6vFwcer1eTExMiDbBayFwHAeHwwGz2Zy3qUjRaBSBQCCneTXAwSvWALnPrZFIJCgpKcnbVCggFXobi8Xylp0D5DdsGEi10VRWVuZ0nDeQynt58MGHcd1112aVp5LJe79CoUBbWxuGh4cxNjaW8VoLQSaToa2tLd1ykQ2zCTVASgzS6XRYtmwZ1q1bB51Ol24Rbmtrw913343a2lqcccYZuPnmm5kdE0EQBw8vv/wyzjrrLJSUlODUU0/N93YIgiCWBFk5a77yla/MeZ9CocAJJ5yw4FpCHTbRaBTt7e2oqqoSzQmSTCbR2dkJnU6X1beemTps6uvrcPnll+FXv/oNvvOd72ct+GRKKBTCwMCAKFk8C2F6qHA+MwzGx8cBpAJA88Xk5GROR3YDqW/EWLYZKZVKHHXUUczq5VqsAVKtSMPDw6iurs7pujxSqRRmsxkOhyPnwt10ampqsHPnTkxMTKCkpCTn61ssFni9Xtjt9pwJuRKJAjKZDLfeejMuu+xbeOSRPy74udm8Z2s0GrS0tKCjowMqlUoUNxcvCu3ZswcqlSqj9tq5hBogJeide+65cz6Xn/ZCHMKIEQi8iAOGlyIajQZr167F+eefn7cWdoIgiKVG7q/IZyFbwSYej6O9vR0lJSWitYtwHJcOQRaSJ7BQwaawsBA//elP8NRTW9DZ2QXgiwwbMeHzccxmc95af4aHhyGTyfIaKnwwuGoA5OWiOBqNQi6XMxOIlEoljjjiCCa1gPyJNd3d3YhGo3mbSmYymTA0NISpqam8tGMBqYt8q9WK/v5+FBUV5fxEnB/nvWvXLhQVFYkuXPHv1YlEAnfd9b+4447foK+vH++8848DPlfIe3VRUVF63PaKFStEyQzTaDRoa2vD3r17oVAoUFpaesDnzCfUEARBAMDJJ5+Mk08+Od/bOCQYuO3r+d7CkuCOO/bmewsEcUAOGuk705Yo3u3Cj3gV68La4XDA5/MxCWU80Em8TCbDdddtws6du/DGG2/OuE+MSSTTGRwchEwmy9u3n+FwGA6HQ1CWAgt8Ph8ikUjOwkxnI5lMpsOFc0k4HGbaAhWJRPD+++8zE1jyIdbI5XIUFhbmtRVKLpejoqICDocjb3sAUtOZlEolhoaG8rK+Wq1GfX09enp6RBt1Dez/Xjs5OYm77roHl156CZqaGud97v/H3n3Ht1Xe7eO/JFu2JcvynvGKdwKZTUIYSUhIITRhUwphE6Dpr6yGsgrt0xZ4+kBK+i1NmQECpSS0UJKGkLBJCBQCBDK94723LC9Z0vn94R4h27IsyTo6R/b15qXXy7LOuCUc2efS5/7cvgjVExISkJCQgMLCQsmWLdfr9cjLy0NpaemwlZqcYVBDvmATVJLcAtnRo0ft//66urrw61//Gvfccw/q6+tlHhkRESmFYsIawP3ARhAElJWVwWazITc3V7KL+9bWVtTX16OgoMBn03Jc/TF//fXXIjg4eMxye6kCm46ODrS0tEj6WroiCAIqKiqQkJDg12WqnamtrUVKSoqsJbxGoxEajcZvzVRFvu5XMzg4iGPHjvnswlqOsAYYWhVKnBonl+TkZHR1daG3t1e2MYgrFzU0NKCvr0+WMcTHxyMyMhJlZWWSLOc91ntsSUkptm59Bffcczeio6OcbuPL6sf09HTodDpJl/SOjo7G9OnTUVhYOOb/TwY1RNI4fPgwbrnlFvvv+dtuuw2vvfYa9u/fj/PPP1+S9zciIgo8igprAPcCm6qqKvT09Ei6tHN3dzfKy8uRn58PnU7n02M7+6N++fJlOP30xfjjHze5/DTV14GN2WxGWVkZsrOzZWss297ejp6eHtn6gohMJhNMJpOs07CA76dA+Ts4U3JzYUDesKarq8uvzW1H0mg0iI+Pl/0TV51Oh6SkJJw8eVK2i4msrCz09fWhoaHBp8cd7731o48+xsGDX+GXv9wwaqqgr6epqlQq5OTk2Pt4SfVaJyQkICUlBSdOnIDZbB72GIMa8iXhvz1rfH0LVK+88grWrl2L4OBg9Pf341//+hc++ugj/Oc//0FPTw+OHDki9xCJiEgBFBfWAK4DG3G1jJkzZ0rWfLW/vx9FRUWYPn26ZH+gOv5xn5ubgxtvvAEbNz6Bjo7Ocff1VWAjCAJKS0sRGxsrWzNdi8WCiooKTJ8+XZamxo5qa2uRnJws6zgEQZCtiWsghDVWq1WyqSFj0Wq10Gg0sq7IBADTpk1Da2urLIGVo9TUVAwMDKClpUWW8wcFBSEvLw81NTUwmUw+Oaa776kvvfQyrFYrbr75Jvv3pOonFhQUhPz8fHR1dUka0k2bNg3R0dHDpl0xqCGSVmNjo/3vri+++ALZ2dnIyMiAWq1GdnY2mpqaZB4hEREpgSIaDDvjrOnwmjVrUFtbi1NOOUWyi0qxaXFiYqLkfUsEYRAxMfG45567sXXrKygpKXV7X180Ha6rq8Pg4CAKCgomdJyJqK6uRnh4uFtNLqXU29uLrq4uZGdnyzqOvr4+DA4OytLkeWBgwKehnUqlQnBwsM8qhNRqNUJCQtDf3w+9Xu+TY7orJiZGthBNFBoairi4ONTV1SErK0u2cQQFBWH69OkoKytDdHS0LCu36fV6pKWloaSkBHPmzPFqaW2RJ+G3Y8Ph8847F3v37vb6vO4ICQkZtnpTXFycz8+hUqkwffp0FBcXo7i4GADw9NNPM6ghklBBQQFeffVVLF26FH/5y1+GLXVdVFQk699lRFNJ36FDKCyYIfcwJo0ZRYVyD2HSUWRljchZhU1ubq5kfU1sNhuKiooQHh7ulyk5NpsN+/Z9hC+/POjWKiMjTaTCxmg0oq6uDnl5eRO60JmI7u5utLS0SNog2l11dXVISEiQdclwYGgKVFRUlCw9cwYGBny6+kx4eDhuuukmn/57lWsqlBjWyN1HYNq0aWhubh41ZcXfoqOjERkZiaqqKtnGkJycDK1Wi5MnT3p9DG/eQ41GIx57bCN+97vf+KXaSqfTIT8/H+Xl5eM2A/aWSqVCbm4uqqqq8NRTTzGoIZ+zSXQLVOvXr0dNTQ3S09Px9ddf46677gIA/Pvf/8bcuXORnp4u7wCJiEgRFB3WAMMDm/Lycrz11luS9I4QBAHl5eUAMKEluj0538mTJ6FSqfDcc894fRxvLjYGBwdRUlKCzMxMn/fjcZfNZkN5eTnS0tIkWZ7WE/39/Whra8O0adNkHQcw1L9Hjiojm80Gs9ns04o1m82G3t5en/57lSus0ev1sFqtsjb4BYamZMXExMjeuwYAMjMz0d7eLtv0MLGvS1dXF5qbm73Y3/tg9uTJUmRlZaGkpAT9/f1eH8ddjkt6S3W+kpISvPPOOwxqiPwgPj4eR48eRU1NDcrKyux/f8yePRsvvuh8kQkiIpp6FB/WAJ4v6+2N2tpadHd3Iz8/3y9VDY2Njejq6rKfbyJTmjy56BBDKYPBIOvy1A0NDVCpVEhKSpJtDKLa2lr7ssRyMpvNMJlMsvWrCQ4O9mm/nt7eXrz66qs+DTjCwsL8cnE8klqtVsSqUMBQdU1TU5Oky1e7IyQkBBkZGSgvL5et+bJGo0FeXh4qKio8+jmbSFAjvlfHx8cjPj4excXFsFqtXh/PXQkJCUhMTERhYaHP/9879qi5++67GdSQz7HB8GgqlQqpqanDKnozMzNl6yE4EQ0NDfZplERE5DsBEdYA0gY2zc3NaGhowIwZM/wyDaazsxPV1dWjlgT3NrBJ1S9DWsRKt7ZtbGxEb28vsrKyZJt61N/fj9raWmRnZ8u6RDYwFFK0trYqoqqmo6MDBoNBlgbH/f39im4uLJKrsgYYmgqlhLAmPDwckZGRPl8NyRsJCQkICQlBbW2tbGMwGAxISUlBSUmJW6FJWsRKpOqXeXWuke/RGRkZCAkJkWwp8ZHS0tKg1+t9uqQ3mwkTyePbb7/FRRddhKysLOzduxcA8NZbb9n7NCpBU1MTCgvH70Hx5ptv4n/+53/8MCIioqklYMIaQJrApqurCxUVFSgoKIBWq/XRSMfW19eHkpISZGdnO+3l4Wlg43jRMV5gYzKZUF1djby8PNlWPBIrexITE/3eJNaZuro6xMXFyT4VC5BvChSg/JWgRHKGNVFRUejr65Olsmek1NRUNDQ0+H1lrJFUKhWys7PR0NCAnp4e2cYhfjpdWVnpcjvH90hPAxtn781ir5eenh7U1dV5dDxviK83AJ8ERAxqyF9sAmATVD6+yf2svFdeXo5ly5YhIyMDkZGR9t8rCxcuxF133SX7e7voq6++wt/+9je5h0FENGUFVFgD+Daw6e3tRXFxMbKzs/2y+o7FYkFxcTGSkpJcrurhbmDj7GJjrMDGYrGgpKQE6enpsoYkLS0t6O/v90sD5/EMDAygublZEVU1VqsVXV1dsoU1/f39igisxiNOg5Kj0W9QUBAiIyPR0dHh93OPpNfrYTAYFFFdo9VqkZKSgvLyctkaMIuhSXt7O1pbW51u4+y90d3AxtV7cnBwMGbMmIH6+nq/VF6p1WoUFBSgp6cHNTU1Xh+HQQ2RfJ5//nn89Kc/xZNPPonMzEz791NTUxEeHo6vv/5avsE5WLhwIa699tph36utrcWJEyecVjJaLBYcP35cEVWoRESTQcCFNYBvAhuz2YzCwkJMmzZNkuVQRxIEAaWlpQgLC3MrqBgvsHF1kTHyokSsZgkPD5e1R4zZbEZlZSWys7NlW4HKUX19PWJjY/1SUTWezs5OaLVa2apbpKisCQkJwemnn+7TXkAhISEQBEG2fi2xsbGK+SM0NTUV9fX1ivgEdtq0abDZbGhsbJRtDCEhIcjNzUV5eTn6+vqGPeaq6nC8wMad8Fyr1SI3NxelpaV+qTASA6KmpiY0NTV5vD+DGiJ5VVZWYv78+QAwakq6wWBQxIcCALBr1y488MADAICenh6sWbMG8+fPxyWXXILc3FwcPXrUvm1FRQVOPfVUXHXVVUhNTcXTTz8t17CJiCaNgAxrgIkFNlarFUVFRYiOjkZKSorEIx1SXV2NgYEB5Obmut0rZqyLBHc+DXa8OGlsbITJZEJ2drasS2RXVlYiOjoaUVFRso1BZDab0dTUhNTUVLmHAgBoa2uTraoGkKayJiQkBLNmzfJpWKNWq2WdChUdHQ2j0Sh7c18AiIiIQEREhCKqa9RqNbKzs1FdXS3rNLGoqCgkJyejpKTE/vvAnX5eY72nejItNTo6GmlpaSgqKvLLz0dYWBgKCgpQWVmJzs5Ot/djUEPyUEHw8Q0I3AbDqampOHLkCIDhYU19fT2++eYb5OXlyTW0MW3atAmtra2oqqpCcXExrrrqKqxbt87++DfffINt27bhyJEj+Pjjj3H33Xe77GdmNBpRW1trvynhdxkRkdIEbFgDeBfYCIKAkpISaDQaZGZm+iW8aGlpQXNzMwoKCjyuKBl5seBJn4W0iJX2PjX5+fmy9akBYF/i17HcV051dXWKqaqx2Wzo6OiQdQWIgYEBn4c1/f392Ldvn88v3kNDQ2ULBDQaDSIiIhTzqWdaWpoietcAQ+FRQkICTp48Kdt0KGDoNQkODkZFRYXbjdeB0e+t3jR8T05ORmRkpE8bALsSERGB3NxcFBcXu1XRw6CGSBluvvlmPPfcc3jyySfR2dmJmpoavPbaa1i+fDmWLl1q702lJB988AF++tOf2v9u2rBhA7766it7WHzWWWdh3rx5AIDTTjsNc+fOxf79+8c83qZNm5CWlma/LVq0SPLnQEQUaAI6rAE8C2wEQUBFRQXMZjPy8vL8shJRd3c3Tp48iby8PK8vhsWLBk8bYoZpQ7Dt1R2y96mxWCw4efIkpk+f7pfVtsajtKqarq4uaDQa2YIji8UCi8Xi82lQYo8mXwcJci3fLYqNjUVbW5ts53cUEREBvV6vmE8k09PT0dfXh5aWFtnGIPav+Wz/15i3KNejfcX3WG9X5lOpVMjKyrL/rvGHmJgYpKeno7Cw0GXFGYMakpPvmwsP3QJVQUEB3njjDTz11FP46KOPcMcdd+Caa67BrFmz8Oqrr8o9PKc6OzuHVUZHRUVBrVbbw5qRVdPR0dHo6uoa83gbNmxATU2N/Xbw4EEJRk1EFNgCPqwB3A9s6uvr0dHRgRkzZvilZ8rAwACKi4uRmZk54T+Mvbl4WLvuh6itbMaivGvH31hCVVVV0Ov1slaOOKqtrVVMVQ0wVHUUGxsr61LqISEhsi+j7i45p0EBQxfHXV1diqhmAZRVXRMUFITs7GxUVlbCbDbLNo7s2B/h5Wf24sobz0F8YpRH+3ob1IjUajXy8/PR0dHhtxAtOTkZcXFxKCwsdPpzwKCGSHmWL1+OoqIiVFZW4rvvvkNbWxveeOMNREdHyz00p3JycnDo0CH7/W+++QYhISH2D76OHDli/9vbarXiyJEjyMnJGfN4BoMBqamp9ltycrK0T4CIKAAFxtWZG8YLbFpbW1FXV4cZM2b4tIfGWKxWK4qLixEbG4vExESfHLOm+wO3t1127lykpsfhtReH9vFkOoAvdXV1oa2tDVlZWbL2yxGJK0AppapGEAR7WCOXQFkJSiR3ZU1oaCh0Op1HfUKkpKTeNcDQp6sxMTF+qywZSXyvKzlRg4/3fot1t6+GJsS9KaCevMe6EhISghkzZqC6utpvPycZGRnQarWjpmAxqCFSttjYWERHR/tlVdKJuPPOO/HnP/8Zf/3rX7Fjxw7ceOONuOOOO+xT7Ovr63HLLbdgz549uPHGG2EwGLBixQqZR01EFNgmTVgDjB3YdHV1oby8HPn5+dDpdJKPQxAElJWVITg4GBkZGT49tjsXExnZSVh96el4YfNu9Pd9/+m2vwMbq9WK8vJyZGZm+iUgc0ddXR3i4uIUU1VjNBqhVqsRHh4u2xik6FcDDP171Gq1Pg/p5A5rAGVNhQKGqmuUsjIUAGRmZqK7u9vvr9HI97h3dx1Ed1cvfnzt2ePu66ugRhQeHo6cnByUlJSMWp1KCuL0L5vNZl9GnUENKYVNkOYWyN5++23Mnj0bERER9rD1mmuuQV1dndxDc2rp0qXYuXMnPv/8c7zwwgv42c9+hj/84Q8AgJSUFNx3332YN28ennrqKeh0Onz44YeKWPmTiCiQyddxViJiYAMAe/bsgcViwezZs5Gdne23P1Rra2vR29uLWbNmSTK1pKb7gzGDF114GG76+Y/w1rb9qKtuHfV4WsRKn1+UjKW6uhphYWGIj4/3y/nG09/fj+bmZsydO1fuodiJq0DJWXXU398vyZLh4eHhuPZa30/BCwsLg9lshs1mk23qVmxsLGpqamC1WhXxx6her4fBYEB9fT3S09PlHg6Cg4ORlZWF8vJyGAwGv/SqcvaeKNgEvPzMXtz38NU47ayZ+PLACaf7SvWeGBsbi97eXhQWFmL27NmSN3lXq9UoKCjA0aNHsX//fvzzn/9kUEOkQB999BEuueQS3HbbbXjyyScRFRWF8vJybNq0Ceeccw6OHDmiiA+5zGbzsA85ly9fjuXLl4/a7tJLL8Wll14KALjtttv8Nj4iosluUlXWiBwrbL755ht8/fXXfptm0traioaGBhQUFEj6h7mziwuVCrh+/SqUFdXiP/uOj7mvPypsjEYjmpubZV8u3FFtbS3i4+MVM+VHCVOggKGwRopKI5vNBqPR6PNVcYKDgxEcHCxrdU1YWBi0Wq1ipkIBQ819GxoaFLGsODDU2ycyMtIv06FcvaeZuvvw4l9347JrliEldfS/NanD69TUVOj1er+tEKXRaBAUFITXX3+dQQ0phq+X7f5++e7A9Morr+Cuu+7Cn/70J5x99tmYO3cuLrvsMnzwwQfo6enBf/7zH7mHiMOHD+Ott97CrFmz5B4KEdGUNSnDGmB4YHP06FG3lvWeKJPJhPLycuTl5fllms3Ii4xzL1iEqBg9Xn/5o3H3lTKwsVqtKCsrQ0ZGhiQVG97o6+tDa2urYnrVAEMrhQFDPUfkJFVlTW9vL7Zv347e3l6fH1spU6FaW0dXr8klPDwcUVFRiiqhnz59Orq6utDe3i7ZOdx5L6sobcDeHV9i3e1rEKb9/tNqf1QZqlQqZGdnw2q1orKyUvLzFRYW4vnnn0d8fDyDGiKFCgkJwSmnnDLq+1qtFllZWYqoqnnllVeQn5/PShkiIhlN2rAG8GxZ74kaGBhAUVERMjIyRi1fKCXxYiNvZhpWnD8fL/xlN8wD7vWtkCqwqampQWhoqM8aK/tCTU0NEhMTFRMeAUNToORcBQoYqn6RqmeNlJQS1nR2dsJqtco6DkdpaWlobGyUdSUmRxqNxj4dSu6Kn4/2HkJ9bSvWrvshAP8ENaKgoCAUFBSgvb1d0kbQ7FFDSmWDBEt3B3BlzcqVK7Fly5ZR/awOHjyIyspKzJ49W6aRfe+JJ57A5s2bZf9AiYhoKpt0PWtGGtnDBgBuuOEGn/a6sFqtKCoqQmxsLJKSknx2XHeVte7GP7btxPaXPkRzY4db+6RZMwEAZ+huBgB83rvFJ2MxGo1oamrCnDlzFDP9qaenBx0dHZg3b57cQ7ETBAFtbW3Iy8uTdRz9/f0IDg72S08RX1JCWKPVahEWFobOzk7Zp7KJdDodYmNjUVtbi6ysLLmHA+D7ZsyVlZXIzc312XHF9640ZKImqNKtff6+5X3c+7ur8GXxKz4bh7tCQkJQUFCA48ePQ6vV+jzUZ1BDFDi6u7tx/PhxZGRkYOXKlYiMjMTJkyfx4Ycf4rTTTsODDz5o33bdunWcikQkEe38+ZixfbvcwyAa06SurBFJWWEjrvyk0Wh8vvKTO2w2G0pKSnDWsoX49mCpW/uIQY0j8cJnIhynPympUqOmpgZJSUmKKCsWKWkKlJL+X7lLCWENoLypUMBQdU1zc7MiXh/R9OnT0dnZ6bPpUCPfr5y9pznT32fG2usuRU1NDYxGo0/G4gm9Xm9fIcqX0wMZ1BAFlsbGRpx55plYtGgRjEYjampqoNFosGrVKkRHR6OsrMx+6+npkXu4REQkk0lfWSOSqsKmpqZG0pWfxlNVVQUAyMjIcLlKlMjVRc0ZupsnVGFTXV2tuOlP3d3d6OrqQk5OjtxDGaa1tVX2KVCAtGFNaGgoli5dKsnUMyWFNbW1tYpZFQoYem0SEhJQU1Pj00qWiXCcDhURETGhSq6xguU06/gVNuLUp+nTp6OkpASzZ8/2e4gbGxuLvr4+FBUVYdasWROuamNQQ4FAEIZuvj5moHKsnCEiIhrLlKisEfm6wqalpQVNTU2YMWOG5EuyOtPa2orW1lbk5eXZgyJXfRjc+fTZ2wobJa7+BAwFSNOmTZPl/89YxClQcXFxcg9F0rBGo9GgoKBAkilWYWFhGBgY8MvqOq5otVpotVp0dLg3/dBfUlNT0d7erqhPZGNjYye8OtR470+u3uMc3xsTEhIQHR2NkpISWX6Gpk2bhoiIiAmvEMWghigw3X///XjiiSfQ3Nws91CIiEjBlHMF6ye+qrAxGo04efIkZsyYIcs0kt7eXpSXl6OgoGBU5YKzCht3pwkAnlfYiNOfMjMzFTWlprOzE729vSgoKJB7KMN0dXVBrVZDr9fLPRT09/dLFhr19/fjwIEDOOuss3z+c6HRaKBWqzEwMOCXlddciYuLQ2trqyLCN1FISAiSkpJQU1OjqJ//6dOn47vvvrM31/aEu0GyswobZyH29OnTcezYMVRXVyMzM9OjsUyUuELUiRMncPLkSa9CbgY1FEgE+L4hcCAv3Z2Tk4Pf//73eOCBB7BmzRrcdNNNOP/88xVToUmBI/P+3XIPIWAtMnZgQWa03MMgcmlKVdaIJlph09/fj+LiYkyfPh0Gg0HCkTpnsVhQXFyM1NTUMf9Ad7w48SSoEXlSYVNVVWWfeqEUgiCgqqoKqampivvjRwmrQIn6+/slCzssFgtOnjwJi8W91ck8oVKpFDMVKi4uDp2dnZI8z4mYNm0ajEajvT+SEmg0GmRnZ6O8vNyjFas8rfhzfM8bq9pQrVYjLy8Pzc3NaGtr8+j4vqBWq5Gfnw+j0Yj6+nqP9mVQQxTYbr75ZlRWVmLXrl3QaDS4/PLLkZaWhvvvvx8lJSVyD4+IiBRiSoY1gPeBjcViQWFhIRITE2UJJ8SGxlqtFikpKS63ren+wOvlaROCtbjYcPu423V2dqK1tRU5OTmKCB9EbW1tsFqtiuqfAww1hFbKFKhAXbZbpJSwJjQ0FOHh4T5rnusrwcHBmDZtGqqqqiAoqLlDTEwMYmJicPLkSbfGdbHhdiQEex4ouvP+FxYWhry8PJSVlY1aQtcfxKmCdXV1bgdGDGooEAmCSpJbIFOr1TjvvPPw+uuvo76+Hr/61a+wbds25OfnY8mSJdi+fTusVqvcwyQiIhlN2bAG8DywsdlsKC4uhk6nQ1pamh9H+r36+nr09vZ6FI542jTY8cLIVWBjsVhQVlaG6dOnK2qlJZvNhurqaqSlpcnS9NmVzs5OaDQahIeHyz0UDAwMQK1WK6qfjye0Wq0sF9jOiFOhlCYpKQn9/f2K66mTmZmJnp4etLS0uNzO8f3Hm8DGHVFRUUhJSUFRUZEsF0Y6nc4eGJlMJpfbMqghmnxMJhN27tyJ119/HbW1tVi5ciVmzZqF9evXY9myZRgcHJR7iEREJBNlXcnKwN3ARhAEVFRUwGq1ylZF0tnZidraWhQUFHh8ge1uYOPsgmiswKaiogIRERGKqBJx1NzcjKCgIMWNC4C9t4kSqpD6+vqg1WolG4tarUZERIRkgZlSKmuAoea5XV1divujOigoCGlpaaiurlZUdU1wcDCys7NRUVGBgYEBp9s4e99xN7DxNKBOTU1FWFgYysrKZHmdoqKikJGRgcLCwjFfDwY1RJPLgQMHcNNNNyE5ORm//vWvsWzZMpSXl+P999/HU089hcrKSjQ2NuLTTz+Ve6hERCSTKR/WAO4FNg0NDejs7ERBQYEsPVAGBgZQWlqK7Oxs6HQ6r44x3gWMqwuhkRdObW1t6OzsRFZWliKCB5HVakVNTQ0yMjIUNS5gaGzt7e2KCZGkXAkKGKoYuOqqq7z+eR2PVqtVTFgTEhKCyMhIRVbXxMfHQxCEcatY/C0qKgoJCQlOAxJXFX3jBTaeBjXA0O+A3Nxc9PT0eNw/xleSkpIQHx+PwsLCUf2PGNRQoLMJKklugeqGG27A8uXL0dbWhm3btqGqqgqPPPLIsGbnUVFR+OEPfyj7qodERCQfhjX/5SqwaW9vt6+qIsd0H3H6VXx8/IQv9Me6kHHnE2vxAspsNqO8vBzZ2dmSLMs8EfX19dDpdIiKipJ7KKO0t7dDp9PJvnqRSKyskYrVarX3DpKCWFmjlD9klToVSq1WIyMjA9XV1Yrrf5Ceng6z2YzGxkb799zplTXW+5U3QY0oODgY+fn5qK2tRVdXl9fHmYiMjAyEhYWhtLTUHmAxqCGafM4++2wcO3YMO3fuxJo1a4Z9CFhRUWF/D3r66aexcuXKsQ7jkZKSEhw/ftx+f3BwEG+//bb9fmVlJb799lv09PTgs88+Q2Vl5ahj2Gw2HDt2DJ9//jl6enpG7dvb24vPP/8chYWFPhkzEdFUx7DGgbPAxmg0orS0FHl5ebL0GREEASdPnkRQUBDS09N9csyRFzSe9IK42HA7ysvL7U1ClcRsNqO+vh4ZGRlyD8UppS3vLOVKUMBQGPTmm29K1ldGo9EgODhYMdU1MTEx6OnpUcx4HEVHRyM0NHRYKKIEQUFByMnJQXV1Nfr6+twKakQj37cmEtSIwsPDkZ2djZKSkjGnI0lJrPAxm82oqKhgUEOThiDRLVDt2LFjzEDjF7/4BT7++GOfn/O1117D008/bb/f1dWFCy64wH7/7bffxk033YR58+bhgQcewOzZs/HYY48N23758uW48MIL8Ytf/AI5OTk4ePCgfd9169Zh0aJFePDBB3H66afjkUce8flzICKaahjWjDAysHn22WeRlpaG6OhoWcbT1NSEzs5O5OXl+bT3h3hh42nTzvylafhu34lhpbpKUVNTg5iYGOj1ermHMsrg4CA6OzsVFdb09fUF7EpQIiU1GQ4ODkZ0dLQiq2tUKhUyMzNRW1uruL46ERERSElJwetP7YQ6yLNpDeL7ly+CGlFcXBzi4+NRXFwsS9VWUFAQZsyYgaNHj2Lz5s0MaoimGKPRiIiICFnOfeLECezatQv79+/HZ599ht/+9reoqKgAAGzcuBEqlQrFxcX48ssvceedd+KWW26x71tVVYX3338fH3/8Md59991hQY8zRqMRtbW19ltDQ4Okz42IKBAxrHHCMbApKyvD3r17Zfmjvbu7G1VVVcjPz5dkupGnFziGBB1Ou3IGvnrxCG5KvNvn45mI3t5etLa2+qz6yNdaW1thMBgUs2qW1WqF2WxWzJQsbympyTAw1B+mpaVFUc18RREREYiKikJtba3cQxnloflPIAjAvAtzPd7Xl0GNKD09HUFBQW4vL+5rYpNRBjVEk8szzzyD9evX4/Dhw/avHW+XXnopvvzyS5x66qmyjO+ss85Cfn4+AGDWrFlYsGABPvvsMwDAJ598gptuusn+9+jPfvYzHDlyBO3t7QCAJUuWIDk5GQCwYMECmEwmlysRbtq0CWlpafbbokWLpHxqREQBiWHNGDxd1tvXzGYziouLkZmZKeknLDuMf3FrO5VahbNvnYuTn1SjtbwTAHBd7J2SjctTVVVVSEpKQmhoqNxDcaq1tRXx8fFyD8Our68PISEhsjTL9iUlVdYAQw0hBwcHh83lV5L09HQ0NTUp6jW7LvZOCDYBX7xwGLPPm46E7Ci393X3/ctTarUaeXl56OrqQlNTkyTnGIvj1Ke7776bQQ1NCmwwPMRoNKK1tRVms9n+tXhra2tDUlIS3nnnHSQmJko+FmdB9MjK5IiICJhMJgBDS4w7Ph4eHg6VSoXu7m4AGFapK/5t4apP2oYNG1BTU2O/iVOqiIjoe56t/zzFiIENAOzZswfAUAd/qZYiFokNhWNiYvzyC3uH8S/j9oqYuyYboSFqHP136bDvXxd7J15p+7OUwxtXV1cXuru7kZvr+afy/tDX14eenh7ExsbKPRQ7qZsLA0N/uK1YsULSqVZardblJ3f+plarERcXh5aWFkVOx9NqtUhMTER1dbX901M5OQa+3U29OPxGEc756Vz889efwjLguhmyVEGNSKPRID8/H8ePH4dOp4PBYJD0fACbCRNNdvfeey+AoQqb008/HXPmzPHbuSMjI1FUVGS/f+LEiVHbfPvtt7BarQgKCoLZbMZ3332He+65BwCQn5+PL774ApdeeikA4IsvvoBOp0NqaqpX4zEYDH55XyUiCmSsrBmHHBU2Ygd+f/aFcXXhEz89EnN/lI3/bDkCwTr6kxg5K2wEQUBlZSXS0tIQHKzM7LGlpQWxsbGKqmKRurkwMNTDJScnR9L/L0qrrAGGpkK1trYqZpWqkVJTU9HV1QWj0SjrOJy9b5Ttq0F3Yw+WXXOKy32lDmpEer0e06dPR3FxseQNhxnU0GRmk+gWqNavX+/XoAYAVqxYgV27duHJJ5/Eiy++iLvuumvUNh0dHbjyyiuxbds2XHHFFUhJScHZZ58NYKgS5umnn8ajjz6KrVu34rrrrsO9996rqL9tiIgmG4Y1bvBnYNPU1IT29nbk5+dLXsEzkrMLoOCQIKxcPw9H/lUMY4NpzH3lCmxaWlpgs9n8UoHkDUEQ0NLSoqgpUIB/mgv39/dj7969kvaUCQsLg9VqVVTTXL1ej6CgINmWfx6PRqNBamoqKisrZeut4+r94uDLRzFtbgJmLExy+ri/ghpRQkIC4uLiJG04zKCGiKQ2Z84cbNu2DQcPHsTRo0fx8ssvY/Xq1cO2Wb16NS666CK88847KCgowPvvvw+Vami62WmnnYaPP/4Y9fX1+PDDD/H73/8ev/nNbwAA06dPx/z580cdSyl9+oiIApUySxEUyB9Torq7u1FZWYmZM2fK9gtu5JSoZdeegu7mHpR+XD3uvv6eEmW1WlFdXY2srCy/B1vu6u7uhiAIirv46uvrkzxAslgsqK6uhsVikewcarUaoaGh6Ovrk6QJtzdUKhXi4+PR3Nws2ypy40lKSkJjY6MsvZTGC3b7jWYc3HoUp904G20VXWhu/b5yyt9BjSgjIwMnTpzAyZMnkZ2dbb948QUGNTQlCIDg6x4zyuvjrngXXnghLrzwQvv9t99+e9Q211xzDa655hqn+y9YsAALFiwY9f3Vq1ePCn6cHZuIiDyjzCtchZKywsZfDYXdIV4QzViYhGlzE3Bw61G39/VnhU19fT20Wq1iL4gBoLm5GXFxcT69uJsoQRD80rPGX5Q6Faqjo0PSoGoi1Go1MjIyUF1d7bIBpK+5+/5Qf6QFNd80YvFNs2AIGfo1JVdQAwy9Xvn5+ejq6kJjY6PPjsughoiIiIjGwrDGQ1IENv5uKOyOf7Q+gUXXz8LBrUfRbzS7vV+EBvh5kvSBzcDAAOrr65GZmamoIMSR1WpFW1sbEhIS5B7KMGLvDaWunOUpJYY1YWFh0Ov1aG1tlXsoY4qJiUFoaCgaGhr8cr6fJ92JCA+Kn779RyF0MVrknZMpa1AjEhsOV1dX+2SKG4MaIlISZ1OZiIhIXgxrvODLwEYQBJw8eRIqlcqvDYVdEQQBpaWlmHPWqag/0uL2fo4XYlIHNtXV1YiLi0N4eLik55mI9vZ2aLVa6HQ6uYcyjFhVI3XIpVarERMTI/kUNSWGNcBQr5OWFvf//fib+J5TV1cHs9n9QNYbju8H7gY2VrMNnz/3HX644QzFLIWu1+uRlZWFkpKSCTUcZlBDUw2X7la+1atX21erIiIiZWDPGi/5qodNY2Mjurq6MGvWLMX0Xamvr4fZbEZBQQFeafuzW1MXnF2A/TzpTvy10fc9bLq7u9He3o558+b5/Ni+1NzcrLjGwoB/lu0GAJ1Oh8svv1zy8yg1rImNjUVFRYWip5zp9XrExsaiqqoKubm5kpzDWXAboQG63egJ/eR3j6Curg4lJSWYPXu2IlYdiY+PR09PD4qKinDqqad6PCYGNURE5CuV/7d6/I3IqccfPy73EIjGpYx0IEBNtMKmq6sL1dXVyM/PV0zHfJPJhNraWuTl5dkvQsZrGuzqk3JfV9iIS3WnpqYq5jVzZmBgAN3d3YiLi5N7KKP4KzywWq1oamqSvCeKTqdDf3+/4pbKDgoKQmxsLJqbm+Ueikvp6elob29Hd3e3z4/t6t//eBU24vtOSkoKQkJCUFVV5cuhTUhGRgY0Gg3Ky8s9WlGLQQ1NVYJENyIiosmMYc0EeRvY9Pf3o7i4GNnZ2dDr9X4Y6fisVitKS0uRlpY2anrRWIGNO1MafBnYtLa2YnBwEMnJyT47phTElYCUskKRo97eXr9Mzerr68POnTslr3oJDg6GRqNRZHWNOBVKaUGSo5CQEEmW8nbn3/1Y7x+O7zcqlQq5ublobW1Fe3u7r4Y3ISqVCnl5eTCZTKivr3drHwY1REREROQJhjU+4GlgY7VaUVRUhMTEREVVXlRUVCA0NHTMIGRkYONJs1BfBDZWqxVVVVXIzMxUzJQxZwRBQHNzs+IaCwOTbyUokVKnQkVERECtVqOzs1PuobiUnJyMwcFBnzVE9uTf+8j3EWfBcEhICHJyclBWVjahXjG+FBwcjIKCAtTW1qKjo8PltgxqaKpjzxoiIiLPsWeNj7jbw0YQBJSVlSE0NBTp6el+H+dYWltb0dHRgTlz5rhsPCv2sPEkqBFNtIdNXV0ddDqdopfqBoamtwmCgKioKLmHMsrg4CCsVivCwsLkHopP6XQ69Pb2yj2MUVQqFRISEtDc3IyYmBi5hzMmtVqNzMxMnDx5EjExMRPqDeNNMCv2sHE15TImJgZxcXEoKyvDzJkzFbEKnE6nQ25uLkpKSjBr1iynFWsMaoiIiJSp79AhFBbMkHsYAW1GUaHcQ5jUlFueEIDcqbCpra1Fb28vcnNzFXGxAQxNyTp58iRycnLc6gMzXg+bscSGCvhNxh1e7dvf34+GhgZFL9UtEqtqlDjOvr4+hIWFKboyyRtKrawBhqZCdXZ2Sr7i0kRFR0dDp9OhtrbW62P8JuMOxIZ6N5XKnfeVzMxMDA4Ooq6uzqtzSCEmJgbTpk1DUVERLBbLsMcY1BARERGRtybXFZsCuAps2tra0NDQgIKCAgQHK6OoyWazobS0FAkJCR5VrHhaIeN4AedNYFNZWYmEhATFLYM9ksViQXt7uyKnQAFD/Wr8NQUqLCwM5513nl+qeJRaWQMMTeGJjIxU9DLewPdLeTc2NnoVfDn+u/Y0sHH3/UStViMvLw91dXWSNET21rRp0xAeHo6SkhL7+z2DGqLv2SS6ERERTWYMayTgLLDp7u5GWVkZ8vLyFNUvpLa2FoIgeDUly90LLGcXbp4ENh0dHeju7kZaWprb+8ilpaUFERERip1m1NfX57fAKzg4GBkZGX4JJrVarSJXhBIlJiaiubnZpw18paDT6ZCYmIjKykqP9nP279ndwMbT4Fen0yEzMxMlJSWjKlnkolKpkJOTg8HBQVRXVzOoISIiIqIJY1gjkZGBzTPPPINp06Ypqo9JZ2cnGhoakJub6/W0mPEutFxdsLkT2NhsNlRWVvrton8iBEFAU1MTEhMT5R7KmPy1EhQwFAzt2rXLL9OTNBoNgoKC0N/fL/m5vBEVFQWLxaKoapCxpKamwmQyjds0V+Tq3/F4gY23PawSEhKg1+s9XjpbSkFBQSgoKMB3332HzZs3M6ghciAIKkluREREkxnDGgk5BjZlZWV47733FPPJv9lsRmlpKbKysiZc6TPWBZc7n6yPF9g0NDQgKCgI8fHxXo3Nn0wmE8xms6IbyfpzJSir1YqGhgZYrVbJz6VSqRQ9FUqtViMhIQFNTU1yD2VcYkVURUXFuO9X7gSuY70PTKTZuEqlQnZ2Nkwmk6Je05MnT+L9999nUEM0BeTk5Nhv/vg9J5ctW7bg4osvlnsYRERTEsMaiXm6rLc/iCtSRUdH+ywEGXnh5UnPirEu+AYGBlBbW4usrCxFNusdqampCQkJCYpt3js4OAiLxaKoaXi+pOSwBhiqBmlra1PM1B1X4uPjodFoUF9fP+Y2nkxlHPl+MJGgRhQcHIy8vDxUVVWhp6dnwsebKHHqU1xcHO6++24GNUST3N69e/HPf/5TURV+Urj55puxY8cOuYdBRDQlKfOqcpJRWmBTX1+PgYEBTJ8+3afHFS/AvFkNxtmFX2VlJeLi4qDX6yc8NqlZLBa0tbUptrEwMDQFajKuBCVS8opQwND4IiIiFN9oGBh6z8rKykJdXR0GBgZGPe5Nk3DxfcEXQY0oIiICqampKCkpkfWTbfaoIXJNgO+bC8sdj+Tk5Pj876ix7NixAyqVCiqVCikpKXjggQfs73mbN2/GqlWrcPnllyM6Ohq5ubn48ssv8atf/QoxMTFISUnBm2++Oex4L7/8MmbMmAGDwYDzzjsP1dXV9mOtWbMG11xzDWJjY7F58+ZRlTUvvvgiZs6cicjISFx33XUwmUzjjpGIiLwzOa/aFEgpgU13dzdqa2uRl5eHoKAgnx/f6x4UYWZszl9vv9/Z2Ymuri6vGh/LobW1FeHh4Ypercqf/WqAoR4eCQkJkvycOaP0yhpgqNFwU1NTQHwKGx4ejvj4+FHNhjfnr0dCmHfLkPsyqBGlpKQgNDQUFRUVPj+2OxjUEAWWb7/9Fg8++CDuu+++MbexWCx47bXXcP/992Pjxo32MEMuF198MQRBgCAI2LdvH/bs2YPt27fbH//ggw+wdu1a1NTUYM2aNVi5ciVUKhWqqqrw5JNP4tZbb7VXdb799tt48MEH8dJLL6G+vh5nnXUWrrzySvux3nnnHZx//vmor6/HbbfdNmwcb731Fh544AFs3rwZNTU1OPfcc7Fv3z63xjiS0WhEbW2t/dbQ0ODLl4yIaFJgWONHcgc2FosFJSUlyMjIQHh4uGTn+X3Vkx5t73jhtzl/PWw2GyoqKpCRkQGNRuPr4flcIDQWBvwf1mi1Wlx88cV+m3al0+kUvSIUAMTExGBwcDAgGg0DQHp6OoxGo73ZsGOg6mlg4+n7grtUKhVyc3PR2dnp96olBjVE7hEgQYNheDY9uqmpCXPnzsVNN92ETz75BH/961+dbjcwMIBzzjkHv/3tbxEREYFDhw5h5syZOHDggC9eignLzc3FHXfcgb1799q/d/bZZ+PSSy+FXq/H1VdfDYvFgt///veIiIjA5ZdfjoGBAdTV1QEAnn32Wdxzzz1YvHgx9Ho9HnroIRQXF6O2thYAcMYZZ+Dqq69GaGjoqHNv2bIFv/zlL7FixQoYDAZcc801WL16tVtjHGnTpk1IS0uz3xYtWjTRl4aIaNJhWONncgU2Yp+aiIgIv4QK7l6YObvg2/6zTfaqjEBgMpkwMDCA2NhYuYfikr/DGovFgtraWr/1aNFoNAgODlb0VKhAajQMDG82/NdT/r9Rj7sb2EgV1Ig0Gg1yc3Nx8uRJv/3/Z1BDFFhCQ0OxdetWfPvtt1i+fPmY223evBnffPMN9u/fjwcffBDbtm3DRRddhHXr1slWFVlVVYU1a9YgJiYGKpUK69atG1aJEhcXZ/86LCwMkZGRw6paw8LC7O+NVVVV2LBhA4KDgxEUFISgoCC0t7ejpqYGADBt2rQxx1FTU4Pc3FyvxjjShg0bUFNTY78dPHjQvReDiGgKYVgjAzkCm8bGRvT29vq1We94F2jOLvSCI8MQuyIPX97594BoKgwov7EwMBTW+Tus6e/vxzvvvOPX5bR1Op0ims26kpiYiLa2NgwODso9FLfEx8ejdv8JxCzLcfr4eIGN1EGNKDIyEikpKSguLpa8TwKDGiLP2ARpbp6IiorC3Llzx91u27ZtWL16NZKSkuzfW7duHUpKSnDo0CEPn7lv/PKXv0RWVpb9/W3Lli1efxCSlpaG5557DhaLBVarFTabDYIg4PTTTwcAl397paWlobS01CdjNBgMSE1Ntd+Sk5O9ej5ERJOZcq8uJzl/Bjbd3d2orq5GXl4egoODJTnHWMa6UBvrAi/xwtno+qYGA/Vdw6ZcKJXFYkFra6vip0CZzWYIgoCwsDC5hyKpQOhbExYWBoPBEBCNhgHgrwU/Q9NbRxCzLAeaWOfTJ8f69+yvoEaUmpoKjUYzqs+OLzGoIVKWhoaGYb1PjEaj18ey2Ww4evQoZs2aNez74v3Dhw/bv3feeedh/vz5AICCggL8+Mc/9vq84+np6bE3qT9x4gSeeOIJr4+1fv16PPLII/j888/R29uL7777Dpdffrlb+95888344x//iI8//hhGoxGvvvoqdu/e7fMxEhHREIY1MvJHYOPYp0auVZVGXrCNdWEXPiMRYRnRaH230P49pQc2zc3NMBgMil8OW/wjKlCqlbwVHh6u+LAGAJKSktDY2Kj4RsPiv7+BRiM6v6hC4kWzxtx25L9rfwc1wPf9a9rb2yUJwxjUECnPokWLhvU+2bRpk9fHMplMMJvNiI6OHvZ98X5ra6v9e88//zzee+89lJaWYu/evfjTn/7k9XnH8+ijj2LPnj2IjY3FjTfeiFWrVnl9rAsuuACPPPII1q9fj4SEBKxbtw7XXXedW/tecskleOSRR/Czn/0MaWlpeP/997Fs2TKfj5GIiIb4t8yCRhEDGwDYs2cPAOCGG27wyZQasU+NXq+XvfLj91VP4jcZd4wZ1Kg0QUi8aDaa3z4GW79/epxMlCAIaGxsRGZmptxDGVdvb6+kTaWVIhAqa4ChP/wrKirQ1dWFqKgouYfj1MigtPWDImT98hxEzEpB99F6p/skhJnR3B8iS1AjCgkJQV5eHoqKiny6QhuDGiLvCfD9Utvi8Q4ePDhsCo3BYJj4sUcE6eJ9x7/N/Lla5bx583DkyBGnj912223DVm069dRT0djYOGwbx5AJAK6++mpcffXV4x4LGKqmufnmm+33b7nlFtxyyy0ejZGIiLzDyhoFkKrCpqGhAb29vcjOzlZERYWrC7i4lfkYbOtB93d1w76vD7Zg6yk3j7GX76lUGqhU7q1A1dXVBZvNptiLbUf+7lcDDE33WbNmjV+nXmm1WpjNZsX3g1GpVEhMTBz1B7VSvDrrJkSFDA9WBbMVTTuPIuHCWVCHjp3zyxnUiMT+NSUlJT7pX8Oghki5kpOTh/U+mUhYExERAa1WOyrcEO8HysIHREQ0OTCsUQhfBzbd3d2oqalBfn6+3/vUuHJb8TOjvheSGIGo06ej8a3Dw76vD/6+wsYfgY1jSONOYNPY2IikpCRFNxYWyRHWBAcHIyUlxa8/f0FBQdBqtQFRXZOQkIDOzk4MDAzIPZRhXp11k/3rkYGN6XgD+us6EXfeDKf7Ovv3LZfU1FSEhISgoqJiQsdhUEM0cTZBJcnN11QqFebPnz+qkbB4/wc/+IHPz0lERDQW5V9lTiG+CmwGBwdRXFyMzMxMRU59GXZBpwKSLp2D9v1lGGz9fhUfx6BGJGVg4yyccRXYDAwMoLOzMyA+ZbPZbOjr6/P7z0Jvby/eeustvwcngTIVKiQkBDExMYqqrnEMakQjA5umHUcQuSANodOGhxZKCmqA7/vXdHZ2orm52atjMKghmnpuuOEGvPvuuyguLgYwNAVq8+bNWLBgAU455RSZR0dERFOJckouCMDEe9gIgoDS0lJERkYqOki4rfgZbM5fj8gFGQjSh6L94++XgnQW1Ii2nnIzbji+xadjcRXKqFQaCMLoKTWNjY2IiYlBSEiIT8cihd7eXgQHB0OjcW96l6/YbDa0tLRIviz9SIGwfLcoOTkZhYWFSEtLk71Cy1lQI4oKMaPTPPSzbunsQ9sHJUi6bC6qNu8HbILighqRRqNBXl4eCgsLER4e7lFgyaCGaPJ54IEH0NfXh//85z8wm8246667AADXXnutvWrmpptuwocffoizzjoLl1xyCY4fP46Kigq8//77Mo6ciKSgnT8fM7Zvl3sYRGNiWKNAEwls6urqYDabkZ+fr4g+Na7cevRJfPTGHtT97SAE69AFvaugRuTLwMad6U4jAxubzYampibMmOF8KojSTJXmwqLw8HB0dHTIPQy36PV6hIaGorW1VdZw1VVQI3IMbNoPlMMwPxXRZ0zH1S/cK/XwJsRgMCA1NRXFxcWYPXu2W9PyGNQQ+ZYAwNexvTcNi9PT0zEwMIDMzExcddVV9u87/o5Uq9XYtm0bPv/8cxw5cgQrV67E+eefj4iICB+MmoiIyH0MaxTKm8Cms7MTdXV1mDVrFoKCgvwyzomorKxEzqJTUPa7oefnTlAj8kVg424jYXFbMbBpbW1FWFiYbEuhe6qnp8fv/WrkJC7fLQiC4gNLlUqF5ORkNDQ0ID4+XpbxuhPUiOyBjU1A45vfYdajl2BgYAChoaESjnDiUlJS0N3djfLycuTl5bl8nRnUEE1eP/vZz9ze9owzzsAZZ5wh4WiIiIhcY88aBfOkh43ZbEZpaSmys7MD4sK8o6MDnZ2dyMjI8HoKxUR62HgS1DjuIwgCGhoakJSUpPggQCRXZU1QUBCmTZvm9+AwJCQEarUafX19fj2vt+Li4jAwMACTyeT3c3sS1IjEHjY3f/B/iI+Px8mTJ0ctc6s0KpUKOTk56OnpcdkjiEENkTQEQSXJjYiIaDJjWKNw7gQ2NpsNxcXFiI2NRVxcnEwjdZ/VasXJkycxffp0ex8VbwKbeG0vdi9Y6+vhudTd3Q2z2ezR6+zJcuC+JggCenp6ZAlrtFotVq9eDa1W67NjuvNaqlSqgGkyDAyV3CclJaGhocGv5/33D66GIcS7lajEf6/p6eno6elBW1ubL4cmieDgYOTn56O6uhrd3d2jHmdQQ0RERERKwmlQAWC8KVHV1dUQBAGZmZlyDdEjNTU10Gq1EwqW4rXfX4jvXrAWq79+zaP9BWHQ4wBFEIZW2UpMTHS7GezI5cCdNSuWktlshs1mQ1hYmF/PCwAWiwW1tbVITU31yfLdnryW4eHhMJlMARFeAkBiYiK+/fZbv00p+vcPrrZ/bQgZgNHs/jmvOfqi/evg4GBkZWWhvLwcUVFRfl2m3Rvh4eHIzMxEcXEx5syZYw+LGdQQScsG3/es8W/reiLly7x/t9xDCCiLjB1YkBkt9zCIXGJlTYAYq8Kmra0Nzc3NyM/Pl301GXeYTCY0NTUhKytr1DQid3vQOAY1Im8qbDwJTgRhEAMDA+jo6EBSUpJb+3i6HLgUxH41cvxs9Pf347333kN/f/+Ej+Xpayn2rQkUoaGhflvG2zGoEblbYeMY1IhiYmJgMBhQWVk50aH5RWJiIqKiolBSUgJBEBjUEAW4OXPmICEhARs3bpR7KERERD6l/Kt7shsZ2LzwwgsoKSlBXl6e4ht8AkPTtcrLy5Gamjpmpcd4gY2zoEYkVWAjbtPQ0IDY2Fi3lusebzlwf5FrCpQvefNahoeHo6enR/G9VBwlJyejqakJVqtVsnM4C2pE4wU2zoIa0fTp09He3o6uri6vx+ZP06dPh8Viwf79+xnUEAW4w4cPo7m5Gffcc4/cQyEiIvIphjUBxjGw+frrr/HNN9/AYDDIPSy31NfX21e/cWWswMZVUCPydWAjPma1WtHU1DTu2AH3lwP3h0APa7x9LbVaLSwWCwYH/TvtbCIiIiKg1WrR2toqyfFdBTWisQIbV0ENMNTUOSMjA+Xl5ZKGTb4iNr1+/fXXGdQQ+YEgSHMjIiKazBjWBCDHwObo0aMuV4lSir6+PtTV1SE7O9utKTkjAxt3ghqRrwIbx+81NzcjPDx83OW6PV0OXGqBHNZM5LVUq9XQ6XSyrLA0EcnJyaivr/d5RZA7QY1oZGAzXlAjSkhIQGhoKGpqajwamxwKCwvx/PPPIz4+nkENEQWcPXv24NFHHx32vffee8/+PWePT/SYRETkfwxrApQny3rLTRAElJeXIykpyaPgQAxsPAlqRBMNbIZ/PbRc93hVNd4uBy4Vi8UCs9ks21LuWq0WF198sVerQfnitQy0vjXAUP8Xm82Gzs5Onx3Tk6BGJAY27gY1wNB7UlZWFpqamhQdkrFHDZH/2aCS5DZVVVVV4auvvhr2vRkzZuC8884b8/GJHpOIiPxP2Ut3kEvjrRKlFE1NTRgcHERaWprH+95wfItXwUt4yAA+OeMynP35mx7t56zCpqOjA8DQhbRSiMGEqylcJpMJYWFh9ikf/hYUFISEhARZzg0MhTWB0kNFpFar7dU10dETX6Fg/5mXICoM6Oz3PLDzJKgRabVapKamoqysDLNnz1bcexGDGiKSysmTJ/HMM8+grq4OF110Ea644gr7Y9988w1eeuklGI1GrFq1CmvXDv1ds3v3bhw/fhwZGRnYvXs3YmJicP/999sXMjCZTPjzn/+MI0eOIDc3F7/85S/R0dGBp556Cs3NzVizZg2io6Pxt7/9DYWFhfjqq68QGxvr9PHXXnsNRqMR69evBwAYjUasXbsWb7/9NioqKlwec8GCBRN6HkRE5B1l/SVNHlN6hc3AwACqqqrcnv7kjKfLcoc7TOP45IzLvDqno/r6eiQnJ49avWokb5bl9mafkUtYj0XuKVC9vb345z//6VV1iy9eS71ej56eHo+PI7eEhASYTKYJj33/mZfYv44K8+z/wYXf/N3r86akpECtVqO+vt7rY0iBQQ2RfGyCNDelKCwsxPz582GxWLB69Wr861//wjvvvAMA+Oqrr7B8+XIkJSVh+fLleOihh+xTiyoqKvDII49gz549WL16Naqrq/GTn/zEfty77roLBw4cwOWXXw69Xo9bbrkFsbGxWLJkCaZPn47169fj+uuvBwBUV1fbwxpnj5eUlODYsWP2Y5vNZuzePbTU83jHnOjzICIi77CyZhJQaoWNOP0pISFhwk2QV3/9mlsVNuFOGqR6U2Ej6u7uRm9vL2bMmOHW9oIw6PYUnokGNY7fc3asnp6ecXvsSMlms6Gjo8Pr8HCir6VOp4PZbMbg4CA0Gv8umT4RwcHBSEhIQH19PXJzc706hmNQI4oK63WrwmYiQQ0w9H6UnZ2NY8eOISYmRrZpeI4Y1BCRlP73f/8X1113HTZt2gQAWLt2Lbq7uwEAf/zjH7F+/Xo89NBDAIDc3FysWrUK999/P4Ch1em2bt0KAFixYgWSkpLsv7dKSkpw3333YfXq1QCGqmEMBgNmzZqFuro6rFmzZtRYxnvcGXf2mcjzcMZoNMJoNNrvNzQ0uDVWIqKphJU1k4QSK2xaWlrQ19eH9PR0nxxvvAobZ0GNyNsKm/r6eiQmJno0lciT5cA94ekS1nJX1vjCRF7LoKAgaLXagKyuSU5ORltbG8xms8f7OgtqRONV2Ew0qBGFh4cjJSUFZWVlsi+fzqCGiKR27NgxLFu2bNj3IiIiAADFxcVYvHix/fuLFy9Gb28vamtrAQAFBQX2x+Lj42Gz2ewhxq9+9Sv88pe/xE033YS//e1vCA6W7zPWiTwPZzZt2oS0tDT7bdGiRdINnogoQDGsmUSUFNiYzWZUVlYiOzvbpz1TxgpsXAU1Ik8Dm/7+fnR0dLi1XPdI7iwH7glPl7C2WCzo6+sL+LAGmNhrGR4eHpBhTVhYGGJiYjz+pNFVUCMaK7DxVVAjmjZtGmw2m6zToRjUECmEFMt2K2galMFgGDOY0Ov1w5qu9/T0QBAEe5jjbIq1GHKvWrUKx48fx+23345jx47hBz/4ASwWi1djDAoKGvY3YV9fn0f7T+R5OLNhwwbU1NTYbwcPHvRoPEREUwHDmklGCYGNOP0pNjYWUVFRPj/+yMDGnaBG5Elg09DQgLi4OISEhLi9j6PxlgN3lzdLWPf09CAsLEzWT+GCg4ORkZHhkzF4+1qGh4cremUiV1JSUtDY2Oj2H+buBDWikYGNr4MaYKhZck5ODmpraz2+KPAFBjVE5C/nnXcennnmGfvvm9raWnz77bcAgGXLluHFF1/E4ODQ76ynn34as2bNcmvRgldeeQU2mw3z5s3Dgw8+iJKSErS0tLgMhwDn4VFaWhq+/fZbe4Cyffv2cfdxNJHnMdYYU1NT7TdvPhgjIprsGNZMQnIHNq2trejt7UVGRoZk5xADG0+CGpE7gc3g4CCam5uRkpLi8fEdjbUcuLu8XcJa7n41wFB1yHnnnYewsDCfHM+b1zJQmwwDQ2PX6/Vobm4ed1tPghqRGNhIEdSI9Ho9kpOT/T4dikENkbJIuXT3nDlzkJCQgI0bN8r2/DZs2IDk5GRkZ2dj6dKlOPfcc+2Vrffccw8sFgsKCgqwePFi/L//9//w3HPPuXXc6upqZGZm4pxzzsHMmTNx9dVXIzk5GUuXLsWhQ4ewfPlyXHvttaP2c/b4ZZddhtbWVsyaNQuLFi3CgQMHxt3H0USeBxEReYcNhicpuZoOm81mVFRUIC8vT/KqjtVfv+ZVL5o4QxeOrVqJU/d+MOY2jY2NMBgMPmmO6k1IM1Emk0n2KVAWiwUVFRWYPn26z34WPH0tw8PDMTAwEHBNhkXTpk1DWVkZkpKSxvy3e2zVSsREAO3dER4fX8qgRpSamor29nY0NDRMOPx0B4Maoqnl8OHDSE1NlXUMYWFh2LFjB8rKytDQ0IAf/OAH9r8foqKisH//fhw/fhxGoxFz5861/35es2YNzjzzzGHH2rVrl/1966GHHsJPf/pTHD16FGlpafam86mpqSgvL8fhw4ftH8add955mDt37piPR0RE4MiRI/jmm28QHx+P6dOn47333rOfd7xjTuR5EBGRd1SC3N0fSVKCIGDnzp3Ys2cPTjvtNEkDG0EQUFRUhJCQEGRnZ0tyDmc8CWziDF3D7jsLbKxWKw4dOoT8/PwJr2LlC55W1wjCIA4dOoTs7GxZ/1AymUx47bXXsHbtWlmrfL777jtkZmZKMiVPaoIg4PDhw0hJSUFCQsKox4+tWjnsvieBzdLP3prw+NxlMplw/PhxzJ49G1qtVrLzMKghUpba2lqkpaXhzpQbYQj27e8Bo8WEP9e/hJqaGtnDGpo48WeF/z+9l3n/brmHEFAWGQ9gQWY07r33XrmHQlOEN+9znAY1yflzSlRLS4vk05+ccXdZ7pFBDTD6YhcAmpubERYWpoigBvCsmkQQBmGxWDAwMCB7ZY1SBHLfGpVKhWnTpqGurm7UNCJnP7sxEd1uHdefQQ3gn+lQDGqIlMvXzYXtTYaJiIgmMYY1U4A/AhvH1Z/kaGo7XmDjLKgROV70iqvXTJs2zWdj8wVPlrA2mUyyNxdWkpErWASa2NhY2Gw2dHR02L/nLKgRjRfY+DuoEaWmpsJqtUqyOhSDGiIiIiKabBjWTBFSBjbi6k9xcXGyTjUZK7BxFdSIxIvftrY2BAUFITo62qdj8wV3l7BWQnNhJQn0sEatViMlJcVeXeMqqBGNFdjIFdQAQ88jNzcXtbW16O11vny4NxjUECmfTaIbERHRZMaP3qcQqZoONzc3o6+vD3l5eRMe40Sd/fmbw3rYuBPUiI6uWgnr//0RKSkpUKlUUgxvwgRhcFQPm5EhTnd3tyIuWHU6HS6//HKfNGmeiPDwcAwODsJsNnu9DLvcEhISUFtbi+/W3QB3OxjFRHQP62EjZ1AjCg8PR0pKCsrKynDqqadO+L2HQQ0REdGQyv9bLfcQAsrjjx+XewhE42JlzRTj6wqb/v5+VFZWIicnB0FBQT4cqffEChtPghoAGMycDtOJ44iLi5NiWD4z3hLWJpNJEZU1arUaMTExkq9A5s44dDpdQFfXBAUFAW+9if4fLPRoP7HCRglBjUicYlhXVzeh4zCoIQocNkGaGxER0WTGsGYK8lVgI05/SkxMVEwzXpG7TYdFAoC+BQthOPYfVF6+RJpB+ZAgDDoNasxmMwYHBxXRXLi3txevvfaaT6e8eCsiIiKgw5qKy05HzMn/wJKUBEv86FWhXFFSUAMMhWc5OTmor6/3+v8JgxoiIiIimuwY1kxRvghsGhoaYDabkZ6eLtEoJ8bZstxjsaSmAZERCC89AgA4eemZUg1LUiaTCeHh4bJXswBDzZpNJpNkq495IpD71lRcdjoAQD1oRkTRV+hb4H51jSf/BvxJp9MhNTUVZWVlHv98MKghIiIioqmAPWumsIn0sOnt7UVNTQ1OOeUURQQDYzl17wduNWQdPG0+9McOQmW12r938tIzkfWvz6Qcns8pZQqU0uj1elRUVEAQBMX2I3JGDGpE+uNfwXTF/wdLTAyC29td7qvUoEaUkpKCjo4OVFdXIzMz0619GNQQBSbhvzdfH5OIaCL6Dh1CYcEMuYcRcGYUFco9hClDuVfZ5BfeVNjYbDaUlZUhJSUlIIKB8S5agzOiYY5NRHjht6MeC7QKm+7u7oD4f+JvWq0WwFCPpUAxMqgBgKCBPoQXfwfr4nku91V6UAMMvffk5OSgqakJRqNx3O0Z1BARERHRVMKwhjwObMTGoGKj0EAw1sWrTtcH47wzoD/2FdQW50tjB0pgIwgCTCYTIiIixt/YD4KDg5GTk4PgYPkL+FQqFfR6Pbq7nS9prTTOghpRxNEv0Zeeh9Ak5+tCBUJQIwoLC0NmZiZKS0thsVjG3I5BDVFgEwDYBJVPb6ysISKiyY5hDQFwP7Dp7u5GfX09cnNzFT39yZmRF7E6XR/MsYkwJ6RCf+Ibl/sGQmDT19cHlUqFsLAwuYcCYOhCfMWKFYoZT6A0GXYV1ABAUJ8JutIjMM45E+HhPcMeC6SgRpSQkACdTofKykqnjzOoISKamMHBQQwMDMg9DCIi8lBgXW2TpMYLbKxWK0pLS5Genm6fVhJoxItZna4PANA990zoT3wNtXn8P2KUHtiI/WqU0pNlcHAQhYWFGBx0XrHkb4FQWTNeUCOKOPoF+rJmwKKPtAc2gRjUAEPvO9nZ2ejo6ED7iD48DGqIJgdBkOYGAHPmzEFCQgI2btwo75NUsGeffRbXX3+93MMgIiIPMayhYVwFNlVVVQgLC0NSUpLMo5wY8aJ2MCYeAynp0B/72q39ImI60XLzKVIObUK6u7sVMwUKAAYGBvDpp58q5tO8iIgI9Pb2wurQRHo8KpUGKpXz6Ua+3q/l5lOgjx6/dwsABPcYoSs7hu45ZwAI3KBGFBISguzsbJSXl8NsNgNgUENE7jl8+DCam5txzz33yD0UIiIin2JYQ6M4C2za2trQ2tqKnJwcxVRuTETWvz6Dcd5ZCC88BLV5/KazETGd9q+VGtiwubBrGo0GoaGh6OnpGX9jYFjY4knw4s1+jj9T7gY2EUf+g97sU5Dy2iduj03JYmJiEB0djfLycpw4cYJBDRGRRMQedzabbdgUKXcWmHDkOLXYarWOut/X1+fDURMRTT0Ma8ipkYHNiy++iOnTpyMkJETuoflET08PbAuWQH/0q3G3dQxqREoLbCwWC/r6+hRVWaNEERERbk2FchayuBO8eLOfs58ldwKbYFMXkk6Zg9ra2nG3DRTTp09HaWkpgxqiScYm0Y08NzAwgMsuuwy33norbDYbnn32WVx00UW45JJLYDAYkJSUhF27dtm3t9lseOihhxAXFweDwYALL7wQTU1NAICZM2fi0KFDAICXX34ZERERKCwcWtL32WefxQ033OD350dENJkwrKExOQY2ZWVl2LVr17ifugSK2tpaJCUlIXeb6+kjzoIakZICG5PJhLCwMEWsvKRk7vStcRWu+PoxVz9D4wU209/8D1JTU9HS0qKYqWYTVVJSgvfee49BDRGRBHp6erBmzRrEx8fj1Vdftf/N8OGHH+KnP/0pjEYjHnnkEfz85z+37/PCCy9g27Zt+OKLL9DU1AStVotbbrkFALBs2TJ88sknAIB9+/YhLy8P+/bts99ftmzZmGMxGo2ora213xoaGiR61kREgYthDbnk6bLegaCnpwednZ1ISUkBMDQlyhlXQY1IKYGN0vrVAIBOp8NVV10FnU4n91DsxMoaQXC+6KtU1TPOtnHnZ2eswGb6m/8BMLTiVlxc3KSornHsUXP33XczqCGaRKRsMEzu6ezsxA9/+EPMmzcPzz777LAVPVesWIFVq1ZBrVbjmmuuQU1NjX1K0z/+8Q/cddddyMnJQXh4ODZu3Ihdu3aht7cXy5Yts4czBw4cwK9+9Sv7/f3797sMazZt2oS0tDT7bdGiRRI+eyKiwMSwhsY12QKbmpoaJCUlQaP5/uJ5ZGDjTlAjUkJgo8SwRq1WIyIiQlFLvOt0OlitVvT3j+5TJHVfGsdtPfmZGRnYiEGNSKyucfacAgWbCRMRSevIkSM4ceIE1q9fP+qx6Oho+9dhYWEAYP+d0tjYiPT0dPvjqampUKvVaGxsxLJly/Dpp5+iqqoKWq0Wl1xyCQ4cOIDi4mJYLBbMnDlzzPFs2LABNTU19tvBgwd99VSJiCYN5VxFkaJNlsDGZDKhq6vLXlXjSAxsPAlqRHIGNoIgKDKs6enpwcsvv+x2Q19/EAOkkVOh/LXiE+Ddz4oY2IwMaoChP6zj4+MDtrqGQQ0RkfSWLl2Kxx57DOeccw6qqqrc3i81NRVlZWX2++Xl5QCAlJQU5ObmIiwsDH/5y1+wbNkyGAwGJCYm4vnnn8fSpUtdLkhhMBiQmppqvyUnJ3v/5IiIJimGNeS2yRDY1NTUIDk5eVhVjaOxpkSNJzSqG8Zfpo+/oY+kRaxEWsRKAEBvby9UKhW0Wq3fzu8OQRAwMDAw5pQjX3N8TVxxt8mwFLruTkZolHfndhbUiFJTU9Ha2hpwK28wqCGaGthgWBl++tOf4u6778aKFStQU1Pj1j7XXXcdnnjiCXz22WeorKzE7bffjp/85Cf2Cpxly5bhmWeesU95Ovvss4fdJyIi7zGsIY8EcmDT3d0No9HotKrGUfyW4x4d1/Hi2x+BjWMgkRax0l5VMxmWVPfWyNfEFWdhjSAMenxOQRj0aL+uu7//1NDTwGa8n8nQ0FAkJCQEVHUNgxoiIv8ICQmxhyu33XYbfv7zn+PCCy9ES0vLsMdE4eHh9r8prrrqKtx333249dZbsWTJEqSmpuLpp5+2b7tixQqoVCosXbrUfh8AwxoiIh9gWEMeC9TApqamBikpKW6tmORuYOPsolvKwMZZEPHkxlcUNwXKn5y9Jq4Cm4iICPT19cFisQz7vifBi+O27uznGNSI3A1s3P1ZTE1NRVtbW0BU1zCoIZpaBAGw+fjGBsPuu/XWW7F161b7/Q0bNuDbb79FfHz8qMeAoSnjsbGx9vt33nknjh8/jpqaGmzZsmXYe/Ytt9yC7u5uJCUlAQB+9KMfwWQyYc6cOZI+JyKiqYBhDXkl0AIbo9EIk8nk0ZzocasZXFxsSxHYjBVATM9NwTUX/crn55sojUaDgoKCMaec+YKrUGasx4KDg6HVap1OhXIneHG2jav9nAU1ovECG0+qvEJCQpCUlITq6mq395EDgxoiIiIiovExrCGvBUpgIwgCqqurMW3aNLeqahyNdbHsTlWELwObsYIHQ1Q4omMiUHWyya1+Lf4UGhqKpUuXIjQ0VJLju/N8x3zdDAYYjc6XxXYVvHj6mKugRjTWz5Kn0/GAoYaPnZ2dimrq7IhBDdHUJEh0IyIimswY1tCEBEJg09XVhf7+fnuJrqdGXjR70m/EF4GNq1AiOzcF1RVNsFis427rb2azGUeOHIHZbPb5sT15ns62Ha/JsKfVM862cSeoEY38mfImqAGGqmuSk5MVWV3DoIaIiIiIyH2elRkQOSEGNgCwZ88eAMANN9wAtVr+LNCxqiYoKMjr48RvOY6Wm0/xaiUf4y/TYfijdxfP44US2fnTcLKkftQ+Nd0feHU+XzKbzfjiiy+QlZWFkJAQnx3Xm0Bq5GtiMBhQXl4Om8025s+pIAzal+b2tJ+NN0t6h0Z1Y6AzwuugRpSSkoJDhw4pajl3BjVERESkNNr58zFj+3a5h0E0JvmvpmlSUGqFTXt7OwYHB5GYmDjhY3l7ER0aY8TA/0Z5vJ9KpUGtaZ/LbbLzUlBeUufVuKaSWtO+YQFKaGgoNBoNTCaTy/08XfFJ1PeIHiHRngd7Ew1qgKGePCkpKaiurvbbsumuMKghIl83FxZvREREkxnDGvIZpQU2NpsN1dXVSEtL81mVj6cVMqEx3/dF8SSwcQwWxgpswrQhSEqNRfmIyholVNVIydPn5/j6Ob6u402F8lb/o9H2rz0JbLytvnImOTkZvb296Orq8tkxvcGghoikNmfOHCQkJGDjxo1yD4WIiMinGNaQTykpsGltbYVKpUJ8fLxPj+vuRbVjUCNyJ7BxNoXGWWCTlZuCpvp29PUO2L832YMakbvP09nrJr6+rpoMe8sxqBG5E9j4MqgBgKCgIKSmpqKqqkq26hoGNUQkEgRpbgBw+PBhNDc345577pH3SRIREfkYe9aQzymhh41YVZOVlQWVSuXz4xv+WO2yebCzoEY08L9RCP1Vp9PHXPU6qTXtQ6p+mf1+dv40lBV/PwVKaUGNTqfDdddd59N+NY5quj9w2b/G1RQylUqDnp4ue5jhi58RZ0GNKCS6G+YO5/1jfB3UiBITE9HQ0IC2tjbExcVJco6xMKghIiKSR+b9u+UeQkBYZOzAgsyx/3YjUgJW1pAk5K6waWhoQGhoKKKjpXsTHusi21VQI3JWYeNOU1rHACK3YBrKi4bCGqUFNQCgVqsRFhYmaUg31vMer9cPAISHR0KtVvtkmWtXQY3IWYWNVEENMPT6p6Wlobq62q//9hjUENFINoluREREkxnDGpKMXIGNxWJBXV0dMjIyJKmqcTTyYtudoEbkGNh4snpQrWkfNCHBSMtMRFlxnSKDGgAwmUx44YUXxm3iO1Ejn787QY3o9df/MeGpUO4ENSLHwEbKoEYUFxeHoKAgNDc3S34ugEENEREREZGvMKwhSckR2NTV1SEiIgIGg0HS84jEi25PghrRwP9GebXMc3hKI9paunCi7t8e7+tPVqvVL+cRAxtPghoAOH68EH/+85Nen9eToMaRP4IaYOjfX0ZGBmpqaiT/f8GghoiIiIjId9izhiTnzx42AwMDaGxsxKxZs3x+bFcMf6z2eHnuoJg+AMDg00Ovg+Zn7odYp5wyEytXnenR+RxDIXeXox4ZJHmzjLUnRvagcbdqyJvACwBOnCjET37yY4/71lieCwUABP+3d7WlRef2vv4KakSRkZHQ6XSor69HWlqaJOdgUENErkix1DaX7vZcT08P+vv7ERsbK8n2RETkW6ysIb/wV4VNTU0NYmNjodO5f/HsK2M1DXZGDGociaGNOx566FceXRCPDDPcCTecbeNtKOIOZ82CXTUQFk1kTDU1NZg5cwZ6e3vd3kcMahwFx7u3f9iDHW6fx1fE6pr6+nqYzWafH59BDRFRYPjb3/6GdevWSbY9ERH5FsMa8hupA5uenh60tbVJVj3gDncCG2dBjcidwMZi6Ud3d7fb07zGCjNchRzePuZIo9Fg1qxZ0GjG395VKOPqsYmGRzab2aMlvJ0FNaLxAhs5ghqRXq9HdHQ0amtrfXpcBjVE5C7BxzcaX0dHB4T/rnE+ODiIzs5O9Pf3o7a2Fg0NDQBgv19XVzcs0B9re5EgCGP+7nQ8LxEReY9hDfmVlIFNdXU1kpKSEBo69gW1P7gKbFwFNSJXgY0gDKK7uxthYWFuLYk9XpjhbfWMO9uEhobi9NNPH/f/hzvVM862mWhQI07pioyMRFdX17jbuwpqRGMFNnIGNaL09HQ0Nzejr2/8n0F3MKghIlKmTz/9FOnp6cjJyUFSUhLeeOMNlJaW4rHHHsO+ffuwePFirF69GgDs90877TRERUXh2muvxcDAwJjbC4KARx99FNHR0UhPT8cpp5yCo0ePjnleIiLyHsMa8jspApvOzk6YTCZMmzbNR6OcGGeBjTtBjchZYCOGC0aj0a2qGnfDDMftPAlAxtvWbDbj0KFDLqfeuBPUONvWV0ENAHtljatPAd0JakQjAxslBDUAEBYWhqSkJFRVVU34WAxqiIiU67e//S3uv/9+tLW1obCwEBUVFZg5cyb+8Ic/4LzzzkNtbS0OHToEAPb7tbW1aGxsRHV1NV566aUxt//73/+Ov/3tbzhy5Ag6Oztx9913Y+3atRAEwel5x2I0Gu3ndVa5Q0REDGtIJr4MbARBQFVVFVJTUxEcrJye2Y6BjSdBjcgxsHEMF7q6usa9OPY0zFCpNF4FIK72MZvN+Prrr8cMazwJahz38WVQAwA6nQ4qlQo9PT1Ot/ckqBGJgY1SghrRtGnTYDQaJ7RcOYMaIvKU2GDY1zdyLiEhAdXV1ejp6UFMTAzuueeecffp7e1Fd3c3Lr74Yuzfv3/M7V599VXccMMNCAkJQUNDA1atWoX6+npUVVV5dN5NmzYhLS3Nflu0aJFXz5WIaDJjWEOy8VVg09LSApvNhsTERAlGOTGhv+r0qPGwI1WiHpZ/GYaFC1arFSaTyWVlzRm6m3G69nqPznVRxHpcFLHeq3F642LD7fiBaoZX+6bql3m1nyAMOl3NSqVSwWAwOJ0KZd0ZD1Wid0vAKy2oAYb6CKWmpqKystKrfgIMaoiIlO/pp5+GRqPBeeedh2XLlmHnzp1jbnvkyBHMnTsXcXFxWLhwIR555BE0NjaOuX19fT2eeOIJLFiwAAsXLsSiRYug1WrR2trq0Xk3bNiAmpoa++3gwYMTes5ERJORcsoQaEqa6LLeVqsV1dXVyMrKkmQpcF8JXj8AyzPuV2ioEvX2r61vxSLokjYAQ2XDWq12zH41Z+hutn99uvZ6/Kfv5XHP5RjSXBSxHju7n3F7nN4s5X2x4Xb71z9QzcA3QqHHx0jVL0OtaZ/b2483zsjISHR0dAybRmfdGW//WpVogNDkfjVK8K0Dbm/rb0lJSWhsbERbWxvi4uLc3o9BDRF5SxCGbr4+JjlnMBjw8MMPAwBKS0sxa9Ys1NfXIygoaFRQ/+CDD+LSSy/FQw89BLVajaeffhqvv/46ADjdPjs7G7feeituu+02+/dsNhvUajVsNpvT88bExDgdo7sLJRARTVXKvbqlKWMiFTb19fXQarWIjo6WeJQTF7zevQt4x6BGZH0rFoDrKVCOQY1ovAobZ9U07lbYTDSoEUldYePOOCMjI2E0Gu0/d45BjcjdChslBzUAoFarkZGRgaqqKrf/nTGoISIKHBdffDH+8Y9/oLS0FAcPHoRKpUJISAimTZuGEydOoLi42N4jRqPRoKqqCidPnsTevXvxf//3f/bjONt+w4YNePjhh/GPf/wDJSUlePvtt7Fs2TKX5yUiIu8wrCFF8CawMZvNqK+vR0ZGBlQqlZ9GOjHjBTbOghqR9a3YMcMaZ0GNaKzAxlUoM15g404AEh4ejptuugnh4eEAnAc1IqkCG3cDpbCwMAQFBaGnp8dpUCMaL7BRelAjiomJQUhICOrr68fdlkENEU2UTaIbOffEE0/grbfewurVq/HSSy9h9+7d0Ov1OPfcc7F06VJccMEF9tWdNm7ciIaGBqxevRrPPvss7rjjDsTHD/0edLb9kiVLsH37dmzduhUXXnghnn/+eWzatMnleYmIyDucBkWK4emUqOrqasTGxgbcHwJjTYlyFdQAwKBKj97WEhhOOWXY910FNaKRU6LcqZ4Za0qUJxU14v87V0GNyNdTojwZp0qlQlRUFDoO3AbdeNuOMSUqUIIaYOj5ZmZm4sSJE0hISBjzk08GNUREgSc3Nxfbtm0b9f3g4GC88MILw76XnZ2Nd955x+lxnG0PAMuXL8fy5cvdPi8REXmHlTWkKO5W2JhMJrS1tSE9PV2GUU7cyAqb8YIaADAGFyDcWgXVru8bKbsT1IjEChtPGgmP3NaTAKSnpwdbtmzBVekb3N7HVxU23kzRiii+C13B7p1/ZIVNIAU1ooiICMTExKCmpsbp4wxqiIiIiIjkw7CGFGe8wEYQBFRWViIlJSWg50KLgY07QQ0AGINnwGA5AWBoSpQnQY3I01WigO8DG28CEG9MNLDxZpzWnfEwWAthCsqGFe79TImBTSAGNaL09HS0traOWracQQ0R+ZINEizd/d9jz5kzBwkJCdi4caOcT5GIiMjnGNaQIrkKbNrb2zEwMICUlBSZRzlx7jYdBoCu4BmItBQBAGxxCdj37mcen68mqNLjqUbNlj6vQp5HF/6Px/sAgEGjxvKQU8bfcARPVodyNLgvH7aoGIQIRoTZmtAdlOf2voEc1ABAaGgoUlJSUFFRYV/xg0ENEQWSw4cPo7m5Gffcc4/cQyEiIvIp9qwhxXLWw+a6665DZWUlMjIyEBQUJOfwfCbokjb7ak9j6VfHY1AVCb21DLa4BPv39737GZadd6Zb56kJqrR//Y1Q6FYFS7Olz/71Gbqb8XnvFrfOdW/qnQiKGHp7ma5Xo7DLrd1g0HyfHy8POQUfm4+7tZ9jUKNSadyurhncl2//2hYVg8i+QnQFFyDKemzcfYMuanHrHEqXkpKCpqYmtLe3o7m5mUENEfmc8N+br49JRKNV/t9quYcQEB5/3L2/MYnkxMoaUrSRFTbPPPMMNBoNYmNdhxuBJuiSNpePdwXPhMFSDMSNft7uVNg4BjWi8SpsHIMakTtTr+5NvRMAIJhtaN/fAsFsQ55h/Lcax6BG5E6FjbOKGpVKM+5+jkGNKCKsFl3BM8fdd7IENQAQFBSEzMxMHDhwgEENEREREZFCMKwhxXMMbI4ePYovvvjCPmVjMnEV2HQFz0REmPNGsIDrwMZZUCMaK7BxFtSIXAU2YlADALYBG9o/aYZtYGj6mqvAxllQI3IV2Lia+uQqsHEW1ABABMrRH5wCs2rsoGIyBTWi5uZmvPfee4iJiWFQQ0Q+J/i6X40wdEwiIqLJjGENBQTHwOabb74Zc5WoQOcssBGghjH0VESqSl3u6yywcRXUiEYGNq6CGpGzwMYxqAEAdagaseckQh36/duMs8DGVVAjchbYuNOjxllgM1ZQAwBBqkHoUYlOw0Lnj0/CoKawsBBPPfUU4uLicPfddzOoISIiIiJSAIY1FDDcXdY70I0MbLpj50MNM8LQPO6+joGNO0GNSAxs3AlqRI6BzcigBgBUIWpEnxkHVcjwtxnHwMadoEbkGNh40kzYMbBxFdSIIlGCLuTBFhUz7PuTNajh1CciIiIiIuVhg2EKKM6aDt9www1QqydX7ig2HbbFJaDLlguDqhQqlXv77nv3M2T9aJrH5/QkqBGdobsZZ8WEe7xfnkGNRs9Ph+Uhp+Bv7U95vJ9KpYH5kyy3tjWgBI1YCkFQwRYVA3VnO4MaIqIJECSYtsRpUEQ0UX2HDqGwYPwFNwiYUeTZarLkG5PrCpemhKlWYdMl5CFSVeL2fpb4dJR85dlKWX/MSsWduRaP9gGAO3Mt+EGsm0s9OZgd3Y1zU7o93u9j83Gk6pd5vF9v4QpYEjPd2laHhqF9kAyAFTVEREREROR/DGsoIE2VwAaLj6AX0xAJ1/1qRJb4dPvX7gY2f8xKtX/tSWDjuO1YgY1gG/3R5+zo70MaTwIbx2W8PQlsegtX2L92J7BRqQQYUIIu5EOzrNjt8wQKBjVE5G82iW5ERESTGcMaClhTIbDp6uqCPjYPwarx5ww5BjWi8QIbx6BG5E5g42ybkYGNtduC8kdOwNr9/baOQY3IncDGMagRuRPYOAY1IncCm0gUozvutnG3CzQMaoiIiIiIAgPDGgpokz2w6ezsRFRUFDRLXM8TdRbUiMYKbJwFNSJXgY2rx0YGNo7NhZ0FNSJXgY2zoEbkKrBxFtSIxgtsYs94Bd3d3bBYPJ8aplQMaoiISGpvvPEGfvGLX8g9DCKiSYFhDQW8yRrYCIKAjo4OREVFAcCYgY2roEY0MrBxFdSInIUy7lTdiIFNUEQwsu+fgaCIYJdBjchZYOMqqBE5C2xcBTWisQIbzbJihISEIDw8HF1dnvfjUSIGNUQkJ5sA2ATBxze5nxU509raioqKCrmHQUQ0KTCsoUlhMgY2PT09EAQBer3e/r2RgY07QY1IDGzcCWpEjuGMJ/1sHCtsZkT2uL2fY2DjTlAjcgxs3AlqRCMDG8ceNVFRUejo6HD7WErFoIaIiABgxYoV9iBl7969mDt3Lurq6gAAO3fuxF133QUA+PjjjzF37lzMmzcPP/rRj7B9+3b7MV5//XXcd999eOKJJ7BixQpcfvnlKC4e+t1ZXFyMRx991L7/ypUr/fsEiYgmGYY1NGlMtsBGnAKlGrFmtxjYeBLUiDxdJQoYCmm8WSnKnWoaZ85N6fYoqBGl6pd5FNSIxMBmZDPh6OhodHZ2Qgjg9WEZ1BCREggS3cgzer0eH330EQDgnXfeQU1NDfbt2wcAePvtt5GYmAgAmD9/PrZu3YqXXnoJN954IzZs2IAPP/wQANDS0oI//elP6OjowMMPP4y4uDisXbsWAJCeno7rr7/evv+f//xnGZ4lEdHkESz3AIh8SQxsAGDPnj0AgBtuuAFqdeDlkh0dHUhKSnL6mGZJISxF53l8TEt0Bn70HvDOuWa39+mzDL1NaIM9C2zmZpbjUyzwaB8AKDHqcWPMTLzUfsKj/U6czIMFQHBbucfndLbqk16vh81mQ29vL8LDwz0+ptwY1BARkaNly5Zh3759WLduHfbv348NGzZg3759WLt2Lfbt24cbb7wRABAZGYm5c+cCAObOnYumpiZs27YN55xzDoChMOeRRx4BAJx66qmIjo5Gf38/tFotUlNTh+0/FqPRCKPRaL/f0NDg+ydMRBTgAu8Klmgck6HCZnBwECaTyd6vxhltwbseHdMSnWH/+kfvhbi1jxjUjPx6PItyihFsGUROydc4Pd390KXE+P2UrxtjZrq934mTefavLbHZbu8HjP06qlSqgJ0KxaCGiJRkqGeN72/kmWXLluGTTz5BZ2cnOjo6cOONN2L//v1obGxEXV0dFi5cCADo7u7GQw89hBUrVmDevHl44oknUFNTYz9OZmam/evIyEgIggCTyeTRWDZt2oS0tDT7bdGiRT55jkREkwnDGpqUAj2w6ezshF6vh0ajcbmdu4GNY1AjGi+wcRbOuBPYLMoZqlIJtg5iesVRBFsHcWae69WsgOFBjcidwMYxqBG5G9iM9/pFR0cHXFjDoIaIiJyZN28eurq68PLLL2PJkiVISUmB1WrFP/7xD5x++un2vzl++ctf4vDhw3jggQfwwgsv4KabbsLAwIBb5xg5dXssGzZsQE1Njf128OBBr58XEdFkxbCGJq1ADmw6OjoQHR3t1rbjBQ7OghrRWIGNq1DG1WNiUAMAg8EhKJqxGIPBQ+dwFdg4C2pErgIbZ0GNaLzAxp2gKyoqCiaTCYODg+NuqwQMaoiIaCxBQUE488wz8fjjj2PZsqHG/MuWLRt2HwDKyspw/vnn44c//CHy8/PtfW3cERUVhZaWlnG3MxgMSE1Ntd+Sk5M9f0JERJMcwxqa1AIxsBEEAZ2dnW6HNcDYwYOroEY0MrBxp3rG2TaOQQ0AWIOCUZM+A9ag77d1Fti4CmpEzgIbV0GNaKzAxt2KJI1GA71ej87OTre2lxODGiJSLsHn/7HFsHeWLVuG+vr6YWFNXV3dsLDmjjvuwH333YeCggLk5OTAYDC4ffxzzjkH1dXVyM3N5WpQREQTxAbDNOkFWtPh7u5uqNVq6HQ6j/bTFryLPoemw+4ENaIfvReCd841e9SXps8SbG86PDKoceXMvEJ8VjIDgHtBjcix6bA7QY3IEps9rOmwp71+YmJi0N7ejvj4eI/28ycGNURE5I7169dj1apVyMsb+j166aWX4tRTT8Wpp55q3+aiiy5CfX09GhsbkZmZid7eXnu1zJVXXokLLrhg2DG//fZb+wdMcXFxKC8vR2VlZcBUpRIRKRXDGpoSAimw6ejoQExMjNvzvh2JgY0nQY3Ik6DGcZ9lBZ4vs31mXiFe+nqhx/vdGDMT93zt+TLiYmDjaVADDPWtqa2thc1mU+TPC4MaIlI6KRoCs8GwdyIjIzFnzhz7fZ1O53TlpoiICERERNj3EX+3xMXFIS4ubti2I/cPCQmxh0FEROQ95V15EEkkUKZEtbe3ezQFaiRvAgmVIReXf53v8X4z4hvR3BY75uNBFudLhBu7I3BZfpHH57uvZDrUhlyP9wO8e10AQKvVQqPRoLu726v9pcSghoiIiIhocmJYQ1OK0gObvr4+DAwMTPiiOyLxObe3VTmEH54ENjPiG+1fOwtswgZ6seLDvyNsoHfY943dEfavPQls7iuZbv/a08AmIv4pj7Z3pFKpEB0djfb2dq+PIQUGNUQUKGwS3QBgzpw5SEhIwMaNG/31dIiIiPyC06BoylHylKiOjg5ERUX5ZCwRic+hu+lWl9uonIQel3+djzcWuO5B4xjUiJrbYpEQ22a/L0CFgdAwhA70Q/XfRpCOQY3osvwivFlc4PJ8jkGNSG3Ihc1Y6nI/YGJBjSg6OhonT55EZmamV9PTfI1BDRHRkMOHDyM1NVXuYRBRANLOn48Z27fLPQyiMcl/dUokA6VW2LS3tyMmJsZnx3NVYeMsqBG5qrBxFtSIHCtsBkK1+PTsKzEQqgXgPKgRuaqwcRbUiMarsPFFUAMMLTE6ODiIvr4+nxxvIhjUEBERERFNfgxraMpSWmAzODiI7u7uCfWrccZZYOMqqBE5C2xcBTUiZ1OiXAU1ImeBjaugRjRWYOOroAYA1Gq1IqZCMaghokAkCIIkNyIiosmMYQ1NaUoKbDo6OqDX66HRaHx+bMfAxp2gRuQY2LgT1IgcA5vuHveX53YMbNwJakQjAxtfBjUicQlvuTCoISIiIiKaOhjW0JSnlMDG11OgRvKk6bCjy7/O9yioEbV2eFchdFl+kUdBjUgMbKQIagAgKioKPT09MJudr3AlJQY1RBTIpGwwTERENFmxwTAR5G86bLVa0dnZiYyMDEnPE5H4HEx9nq2YodWmYMEnV+Hrs7d5tN8L36UhMagBC6yehRsz914DADAPto2z5WhSBTUAEBwcjMjISLS3tyMpKUmy84zEoIaIiIg8lXn/brmHoGiLjB1YkOnb1gNEvsbKGqL/krPCpqurC2FhYdBqtX45n7u02hT71ws+ucrt/f56NBs2sw0N/2nH/zuY5/Z+YlADACGa0b1vXAkP/YVH23vD31OhGNQQEREREU1NDGuIHMgV2Eg9BcqRXnuPW9s5BjUidwKbvx7NBgAEa4OQe1kKgrVBeOKbGePu5xjUiNwNbPwR1ABDYU1XVxcsFovk52JQQ0STBRsMExEReY5hDdEI/g5sbDabX8MaYPzAxllQI3IV2IhBDQCoNSokLoiGWqMCAJeBjbOgRjReYOOvoAYAQkJCoNfr0dHRIel5GNQQEZEcOjs7UV9fP+bjXV1dqKur8+OIiIimLoY1RE74M7Dp7u5GUFAQwsPDJTn+WMYKbFwFNSJngY1jUDMWZ4GNq6BGNFZg48+gRhQTE4O2Ns/76biLQQ0RTTYCfN9cmHU10nj11VexYcOGMR//5z//iZ///OcAGNwQEUmNYQ3RGPwV2LS1tSE2NhYqlcrnxx7PyMDGnaBG5BjYuBPUiBwDG3eCGtHIwEaOoAYAYmNj0dnZCavV6vNjM6ghIqJA8f777+MPf/iD3MMgIpq0GNYQuSB1YCMIgt+nQI0kBjaeBDWiBZ9cNXZQIwADxkGnH38+8c0Mj4IakRjYyBXUALA3gu7s7PTpcRnUENFkZRMESW40muM0pqamJgwODg57vLW1FU1NTfb7VqsVRUVFTo/lbH9HP/zhD/HAAw8M+57FYkFDQ4O3wyciIgcMa4jGIWVg093dDQCIiIjwyfG85W7T4ZFsf1mHF377rNPHzN0WfPWHEpi7RzfjfWHHe8Bn3n0aJ2dQI/L1VCgGNURE5AuvvvoqrrzySsyfPx/z5s1DdHQ0tm3bZn988+bNePjhh+33Ozo6MGPG8CnK9fX1Y+7vyHFKlM1mw7333guDwYAf/OAHWLRoEUMbIqIJYlhD5AapAhuxqkaOKVAjBeFqj7a3/WWd/WtngY1KDYTFhkA14l3mhR3vfX/Hw8BGo77Oo+2lEhsbi46ODp/8DDCoISIiXzpw4AD+9Kc/ob6+Hm+99RZuueWWYdU0Uuz/3HPPYceOHSguLkZ9fT3++te/orS0dMztjUYjamtr7TcGO0REozGsIXKTrwMbQRDs/WqUwt3AxjGoEY0MbDT6YCz4ZS40+uDvt3EMakRuBjZKCWoAQKfTITQ0dMJToRjUENFUIEj0Hzl3xhlnYNmyZQCGpirNnDkTn3zyiaT7v/HGG/jFL36BtLQ0AMDChQuxdOnSMbfftGkT0tLS7LdFixa5PT4ioqmCYQ2RB3wZ2JhMJthsNhgMBh+PcmLGC2ycBTWisaZEAWMENaJxAhslBTWi2NjYCU2FYlBDRERSiI+PH3Y/ISHBo99X3uzf0tKCpKQkt8+xYcMG1NTU2G8HDx50e18ioqmCYQ2Rh3wV2Mi5CtR4xgpsXAU1ImeBjcugRjRGYKPEoAYYCmva29u9+n/PoIaIphJfL9st3si5EydO2L8WBAEnTpxAZmYmAECv19v75QFAVVWVR/uPJTc3F4cOHRr2PVerJhoMBqSmptpvycnJLo9PRDQVMawh8sJEAxslToEaaWRg405QI3IMbP74wn73TzoisFFqUAMMTYUKCQnxeCoUgxoiIpJSeXk57rnnHnz11Vf4xS9+AUEQ8MMf/hAAcNppp2HXrl145513sH//ftxxxx0e7T+WDRs24M9//jOefvppHDx4EA899BD+/e9/S/L8iIimCoY1RF6aSGCj1ClQI4mBjSdBjejJDc/jrOR3ERLU79mO/w1slBzUiOLi4jwqLWdQQ0RTkQ2CJDdy7pJLLkF4eDjuuOMO1NbW4sMPP4RGowEALFmyBL/5zW/w+9//Hhs3bsSvf/1r5Ofn2/eNjo7GbbfdNub+UVFRSE1NHfX1GWecgV27duHdd9/F7bffjvDwcFx00UV+fuZERJOLShAE/rYjmgBBELBz507s2bMHp512Gm644Qao1a5z0MrKSthsNmRlZflplBMz+Jcw73acO92r3TRLCr07n5/19vbi6NGjWLhw4bj/zxnUENFUU1tbi7S0NCwOuxphar1Pj91vM+GL/r+jpqbGHhjQ0NLcBw4cwPbt2+UeikfEnxX+//SdzPt3yz0ERVtkPIAFmdG499575R4KTRHevM+xsoZogjytsBEEAa2trYqeAjWS5nYPq2MAWG/pxCf9T6Lf4lnQEyhBDeD+qlAMaoiIiIiIyBMMa4h8wJPARmzsp/QpUCN5Ethobu+HxWJBRUUFVAs/dX+/AApqRHFxcWhtbR3zcQY1RDTVCRBgE3x749LdzkVHR2PatGlyD4OIiHyAYQ2Rj7gb2IhVNUpcBWo87gQ2zrZxJ4QJxKAG+H5VKGerXjCoISIif7r66qvxxBNPyD0MIiLygWC5B0A0mYiBDQDs2bMHAIb1sLHZbGhra0NBQYFsY5woze39Y/awcRXmaJYUYvDTGWM+Fqi0Wi20Wi06OjoQFxdn/z6DGiKiIQJ8XwnDyhoi1yr/b7XcQ1C0xx8/LvcQiMbFyhoiH3NVYWM0GqFWq6HX+7bRor85rZ4Z8T21Wg2DwTCs8a6zUCaQgxrRyKlQDGqIiIiIiGgiGNYQSWCswKa1tRVxcXEBOQVqJMdwxll4o9PpcOWVV0Kn0w3fzyGcmQxBDTAU1nR2dsJisTCoISIiIiKiCeM0KCKJjJwSJQgCZs6cidmzZ8s8Mt9xNe3JarWio6MD0dHRCAoKGr7fJAlpRKGhodDr9Th48CBee+01BjVERA5sAGw+nrY09pqLREREkwPDGiIJjQxsOjs7cdppp8k8Kv/o6+vDv/71L6xduzbgp325o6urC3//+98RHx/PoIaIiIhI4foOHUJhgfN+ijRkRtHk+oA10HAaFJHEHKdElZSUuFzWmwJTYWEhtm3bxqCGiMgJGwRJbgAwZ84cJCQkYOPGjTI/SyIiIt9iZQ2RH4y3ShQFLvaoISKSz+HDh5Gamir3MIiIiHyOYQ2RnzCwmXwY1BARjY9LdxMREXmOV4lEfuRqWe/JJiwsDCtXrkRYWJjcQ5EEgxoiIpoq3njjDdx2221yD4OIaEphWEPkZ1MlsAkODkZWVhaCgydfAR+DGiIimko6OztRW1s77navv/46Qx0iIh+ZfFdRRAFgKkyJ6u/vx8cff4zly5dPquoaBjVERJ4RHBoC+/KYpDwdHR1uhTpERDQ+hjVEMpnsgY3FYkFNTQ0sFovcQ/EZBjVERETAW2+9hWeffRZGoxGrVq3CAw88gPLycvz2t79FT08PCgoKEB8fj08//VTuoRIRBSyGNUQymuyBzWTCoIaIyDs22GBT+Xa6r02YfNOHA8W7776Lm266CU8//TSmTZuGu+++G83NzXjiiSfws5/9DJ9++ik2b97schq00WiE0Wi0329oaPDH0ImIAgrDGiKZMbBRPgY1REREQ/76179iw4YNuPLKKwEAW7ZswYIFC/CnP/0JiYmJ0Ov1KCgocHmMTZs24Xe/+50/hktEFLB4NUikAJOx6bBarUZsbGzAh04MaoiIJsb23541vr6RPCorKzFr1iz7/VNPPRVWq9WjXjUbNmxATU2N/Xbw4EEphkpEFNBYWUOkEJOtwkan0+Gyyy6TexgTwqCGiIhouNjYWDQ3N9vvt7S0wGazIS4uDiqVyq1jGAwGGAwGqYZIRDQpBOZVINEkNZkqbKxWKxobG2G1WuUeilcY1BAREY22evVq/PWvf0VnZycA4OGHH8bSpUsRERGB6OhoNDU1yTtAIqJJgmENkcJMlsCmr68P//73v9HX1yf3UDzGoIaIyHekmQQVeL8XJ4vbb78ds2fPRmpqKuLi4nDgwAFs2bIFALBy5Uo0NTUhLS0NS5YskXmkRESBjdOgiBRosk2JCiQMaoiIiIb78Y9/jPPPPx8AEBoair/97W/o6emByWRCYmKifbuYmBiUlpairq4OZrNZruESEU0KDGuIFIqBjf8xqCEi8j0b4POGwKyr8a/IyMhRvxPDw8MRHh4+atugoCCkp6f7a2hERJMWwxoiBWNg4z8MaoiIiIiISCkY1hApXKAGNmFhYVi1ahXCwsLkHsq4GNQQEREREZGSMKwhCgCBGNgEBwcHRBk0gxoiImkJKhtsKt9OXBJ8fDwimnq08+djxvbtcg+DaEzKvdIjomECbZWovr4+7Nq1S9GrQTGoISIiIiIiJWJlDVEACaQKG6vVioaGBlitVrmH4hSDGiIi/7D99z9fH5OIiGgyY1hDFGACKbBRKgY1RERERESkZAxriAIQAxvvMaghIvIvVtYQERF5jmENUYBSemATFBSExMREBAUFyT0UOwY1RERENJVk3r9b7iEo0iJjBxZkRss9DCKXGNYQBTAlBzZardY+NiVgUENERERERIGCYQ1RgFNqYGOxWNDQ0IDk5GQEB8v7VsOghohIPgJsEHw8bcnXxyMiIlIa+T9+J6IJU+Ky3v39/dizZw/6+/tlHQeDGiIiIiIiCjSsrCGaJJRaYSMnBjVERPKzqQTYVD5uMKwSfHo88o1XXnkFH3/8MV566SW5h0JEFPAY1hBNIgxsvseghoiIyL96e3vR0dEh9zCIiCaFqXcFRzTJKXFKlL8xqCEiUg7Bvni37/5TSs+ad955B4sXL8bcuXOxadMmLFmyBAcPHrQ/fuDAAZxzzjnIzc3FlVdeibq6OgDAmjVr8Oabbw471llnnYUPP/wQwNDvsYsvvhi5ubn40Y9+hOPHjwMADh8+jIULF+Lpp5/GwoULcdttt+Gll17CunXrcM8992DmzJk466yz8NVXX9mP+9JLL+H666/HbbfdhhkzZmDJkiUoLCzEk08+iZkzZ2LevHn46KOPho1l7969WL58OfLy8nD99dejra3NfqyxznX8+HHcd9992Lt3L5KSkjB79mwfv9pERFMLwxqiSUgJgY1Wq8WaNWug1Wr9el4GNURE5A/l5eX48Y9/jJ///Od4/fXXcfjwYXz22Wcwm80AgMrKSpx33nm48sorsXv3bkRHR2PVqlWw2WxYsWIFXnnlFfuxDh8+jBMnTmDJkiVoaWnBWWedhXPOOQd79+7FxRdfjPPOOw89PT0YHBzEN998g4MHD+Lvf/87Hn30UfT09GDr1q3IyMjArl27cPbZZ+P666+3H7unpwevvvoqZs6ciV27diErKwtnn302jh07hp07d2LdunW45pprYLVaAQD79+/HNddcgzvvvBPvvPMOIiMjsXbtWvuxxjpXfn4+HnzwQSxfvhzfffedPXhyxmg0ora21n5raGjw+f8fIqJApxIEgZN+iSYpQRCwc+dO7NmzB6eddtqknxLFoIaISDlqa2uRlpaGTN25CFb7Nri32PpQ2fseampqkJqa6tNju+v3v/89Tpw4ge3btwMATCYT4uLi8MEHH+Css87Cww8/jEOHDuGtt94CAJjNZkybNg07duzA9OnTkZ2djYaGBkRFReG+++5DR0cHnnvuOTz++OP4z3/+Y98PAFauXInbbrsNqampOPPMM9HZ2Wn/MGTz5s34xz/+gf379wMYClT0ej16enqg0+mwefNm/POf/8S+ffsAAAcPHsSSJUtgNBoRGhoKAAgPD0dRURHS0tJw6aWX4rTTTsN9990HYGh1x7i4OBQVFeGNN95wea5nnnkGe/fuxY4dO1y+dr/97W/xu9/9btT35fz/OVll3r9b7iEo0iLjASzIjMa9994r91BoihB/J3ryPjd5r9qISNYKm97eXvzrX/9Cb2+vX87HoIaISJkEWCW5ya2mpga5ubn2+3q9HsnJyfb71dXVKCgosN8PCQlBdnY2qqqqkJKSgsWLF+PNN9+EIAjYvn27vXqlvLwcH3zwAVJTUzFt2jSkpKTgs88+Q2VlJQAgKSlpVNVqSkqK/evw8HAAGPb713FcOp0O0dHR9qAGGKqG7enpsZ//8ccft58/PT0dJpPJfv7xzuWODRs2oKamxn5znDpGRERD2GCYaJKTq+mwzWZDa2urX8IhBjVERORv8fHxaGxstN+3WCxobW21309ISEBtbe2wferr65GYmAgAWLt2LbZt24b8/HxYrVYsXboUwFAYc+mll+Kxxx4btq/BYMCJEyegUqmkekr2869btw5XXHHFsO/Hxsbi66+/drmvu2MzGAwwGAxej5GIaCpgZQ3RFKCEHjZSYVBDRKRsvm8vPPSf3C688EL885//xNGjRyEIAjZu3AiTyWR//OKLL8a//vUve8CxefNmWCwWLF68GABw+eWX4/PPP8emTZtw1VVX2T9E+clPfoLdu3ejtLQUSUlJCA8Px6uvvoqKigq/PK9rr70Wzz33HHp7e5GUlARBEPDII49Ao9GMu29sbCxqa2vBLgtERBPHsIZoipiMgQ2DGiIiksvixYtx//33Y/HixYiOjsaJEyeQmppqDzUWLlyIxx9/HOeddx7Cw8Pxl7/8BW+88YZ96lB0dDRWrlyJt956yz4FCgBmzpyJrVu3Yt26dYiIiEBGRgZaWlqQnZ3tl+d1zTXX4MYbb8TixYthMBiwcOFCt1d2OvfcczE4OIioqCiuBkVENEFsMEw0xfir6XBfXx8+/vhjLF++XJIVoRjUEBEpm9hMMU23XJIGwzW9HyuiIa3FYoHNZoPNZkN0dDSKi4uRnp4+bJuenh57SOPIZDKhp6fHPjVqJLFxrzi9yGKxoKOjA/Hx8fZtent7MTg4OOz3YGNjIxITE6FSqUY97uwYzc3NiI2NRVBQ0Kjx6fV6t88lMhqNGBgYGHYOV7xpvEnuYYNh59hgmPzNm/c59qwhmmL81cNGq9XiRz/6kU+PKWJQQ0QUOGwQfD5tyQZlfNb4pz/9CevWrYNOp8ODDz6I3NzcUUENAKdBDTDUlNgxDBlvv+Dg4FEBiE6nG7VfUlLSmI87O0ZCQsKY4/PkXCL2oyEimjiGNURTkD8CG4vFgpqaGqSlpSE42HdvNQxqiIhIKfR6PXJyctDd3Y2ZM2fi9ddfl3tIREQ0STCsIZqipA5s+vv78f7772Pt2rUuPzX0BIMaIqLAI8VS20pYuhsAbrnlFtx8883o6+tzWnVCRETkLYY1RFOYXMt6e4NBDRERKZFKpWJQQ4pV+X+r5R6CIj3++HG5h0A0LoY1RFNcIAQ2DGqIiAKXFEttK2HpbiIiIikp52qMiGSj5GW9GdQQEdFY5syZg4SEBGzcuFHuoRAREfkUK2uICIDvK2y0Wi0uueSSCS3bzaCGiIhcOXz4MJd6JiKiSYlhDRHZ+TKwCQoKGrU0qCcY1BARTRZDi3f7+phERESTGcMaIhrGV4FNb28vdu3ahQsuuMDjxosMaoiIiIhISn2HDqGwYIbcw1CsGUWFcg9hymNYQ0Sj+CKwsdls6Orq8rj3DYMaIqLJxQYbVD5eapsNhomIaLJjWENETsmxShSDGiIiIiIiIoY1ROSCPwMbBjVERJOTIEHPGt/3wCEiIlIWhjVE5JK3gU1wcDAyMzMRHDz+2wyDGiIiIvkcOHAAhw8fxs9//nO5h0JERP/FsIaIxuVNYBMWFoZzzz133GMzqCEiIpJXfHw88vPz5R4GERE5YFhDRG7xNLAZHBxERUUFpk+fDo1G43QbBjVERJOfTbBCJfi4wbCPjzfVtbS0oLi4GCtXrsTHH3+M0tJS5OTk4N1338WqVasQHR2NzZs3Q6VSITk5GVdccQVOPfVU+/5Hjx7Fa6+9BoPBgCuuuAJ/+MMf8Nxzz0na546IaLLjOygRuU0MbM4//3x8+eWX2Lp165irPQ0MDOCTTz7BwMCA08cZ1BARESlDUVER3n//fQDA8ePH8dBDD+Gxxx5Deno6EhMTER0djcWLF+O0007DwMAAli5dimPHjgEAjhw5grPOOgv9/f2wWCw4//zz8cILL3i8GiQREQ3Hyhoi8ogvmg4zqCEimjrYYDjw6HQ67N69e1jfuZtvvtn+dXh4OJ577jk8+eST+OMf/4ibb74ZTzzxBAAgKysL11xzjcvjG41GGI1G+/2GhgYfPwMiosDHsIaIPDaRwIZBDRERkbLNnz9/WFBjs9nw73//G59//jk6Ojpw8uRJaLVaAMCxY8fwP//zP/Ztly1bNu7xN23ahN/97ne+HzgR0STCsIaIvOJNYMOghoiISPlCQkKG3X/44Yfxz3/+E1dffTVycnIAAKWlpfZtHac8jzX92dGGDRuGVeo0NDRg0aJFvhg6EdGkwbCGiLzmKrDR6XS44ooroNPpADCoISKaqoamQfm2ITCnQfnXJ598gl/96ldYu3YtAOCLL76wP7Z48WK88cYbuOKKKwAAr7/++rjHMxgMMBgM0gyWiGiSYFhDRBPiKrCJiooCwKCGiIgokF1wwQW444478M4776CsrAx9fX2Ijo4GANx7770466yzcOaZZyI6OhptbW0yj5aIaHJgWENEE+YssLniiiuwc+dOnHrqqXj++ecZ1BARTVGCYINN8HGDYR8fb6pbsmQJMjMzAQArVqzAKaecMuzxDRs24KyzzkJ5eTlmzpyJyMhIHD9+HACQkpKCb7/9Fh9//DEMBgNmzZqFhIQEfz8FIqJJh2ENEfnEyMBGEARYrVZs3bqVQQ0REZGC5efnIz8/HwAwc+ZMzJw5c9Q2ixYtGtZXRgx3ACAyMhIXX3wxAKCzs1PKoRIRTRkMa4jIZxwDmw8++ACzZ89GVFQU7rrrLgY1RERTFJfuJiIi8hzDGiLyKTGwUavVaGxsxK233sqghoiIaIrQ6XR4/vnnERQUJPdQiIgC2thr7BIReUmlUuHcc89Fbm6uvQEhERERTX4hISG4+eaboVKp5B4KEVFAY2UNEUkiLCwMy5cvl3sYREQkMwE2CAKX7iYiZdHOn48Z27fLPQyiMbGyhogkMTg4iBMnTmBwcFDuoRAREREREQUUhjVEJImBgQEcOHAAAwMDcg+FiIhkZJPoPyIiosmMYQ0RERERERERkYKwZw0RERERSUYQJFi6W2BlDZEnMu/fLfcQFGWRsQMLMrkIBikbK2uIiIiIiIiIiBSEYQ0RSUKn02Ht2rXQ6XRyD4WIiIiIiCigcBoUEUlCrVZDr9fLPQwiIpKZACsEH38+KMC3S4ETEREpDStriEgSPT092Lp1K3p6euQeChERUcDp6enB22+/LfcwiIhIJqysISJJCIIAs9kMQRDkHgoREclIEAQJGgxP/t8tDQ0NuPLKK2EymeQeChERyYCVNURERERECrN//35YrVbs2LEDO3bsQHd3N0wmE/bs2QOLxYJvv/0WBw8etG9fXFyMjz76CK2trfbvNTQ0YMeOHdi5cycOHjwIs9k87Bx1dXV4//33UVFRYf9eUVERjhw5Yr9vNpuxY8cO+/2Kigp8/fXXMJlM+PTTT1FUVISdO3fCah0+NW3Xrl0wGo2+ejmIiKYcVtYQERERESnM7t27MTg4iK1btwIA5s+fj97eXvzkJz/B/PnzoVKpcO6552LOnDm48sorcejQIeTm5uLw4cN48cUXccEFF6C6utq+f1lZGYKCgvDxxx8jJiYGW7duxS9+8QssWrQIFRUVuOaaa/Cb3/wG27dvR2trKzZv3gwAMBqNuOSSS+zVTLt378aWLVswMDCAzMxM3H777bjvvvsQEhKC888/HwDw5ZdfYt26daivr/f760ZENFkwrCEiSWg0GsyYMQMajUbuoRARkYwE2Hw/DcrHx1Oixx57DO++++6wqpaioiJ0d3fj9ttvx2WXXWbfrrOzE6WlpQgJCcEXX3yByy67DKtWrcJpp502bP9rr70WTz31FB566CG88MIL2Lp1Ky666CIA8Kg/Tnl5OQoLC5GamgoAOHr0KLZu3WoPa7Zu3Yorr7wSwcHOLzWMRuOwqpuGhga3z01ENFUwrCEiSYSGhmLJkiVyD4OIiGhSCQ0NxaWXXmq/v2fPHsyePRvvvffeUH8gQUBfXx9OnjyJ/Px8dHZ24siRI+jo6EBcXBy+++47AMDChQuxdetWxMfHY8GCBVizZo3bY1iyZIk9qAGA6667Dg8//DA6Ojqg1Wqxfft2vP/++2Puv2nTJvzud7/z/MkTEU0hDGuISBJmsxmFhYWYMWMGQkJC5B4OERHJRbBCgMrnx5yq9Ho9VKrvX8+uri4cPHgQ1dXV9u8tXboUNpsNu3btwvXXX48ZM2YgNjYWjY2NCA8PBwA88cQT+Pe//42///3vuOWWW/CTn/wEv/nNb0adz1kzZ4PBMOx+cnIyzj77bGzfvh3R0dFITk7GggULxnwOGzZswM0332y/39DQgEWLFrn/IhARTQEMa4hIEmazGV9++SWys7MZ1hAREXlIo9GMatrrzOzZs5GRkYHf//739u+1tbUhNjYWd9xxB/74xz/ipptuAgD87//+L9577z0AQHt7Oy666CJcdNFFMJlMiIyMxK233oqoqCgUFRXZj3Xs2DG3xnvTTTfhscceQ1RUFK699lqX2xoMhlGBDxERDcewhoiIiIgkIwg2wOdLd0/+njXJycnQaDR44oknkJ2djXPOOcfpdr/+9a9x5plnor+/H3PnzkVJSQnefPNNHD16FJmZmXjllVeg0+lQVlaGzZs3o6CgAADsjYrnzZuHgwcPIjExEbGxsTjnnHPwq1/9Cps2bYJer8dTTz3l1ngvuOACrF+/Hu3t7diyZYvPXgcioqmKS3cTERERESlMSEgIduzYgWPHjuHll19GR0cHIiIi8KMf/WjYdjk5Ofj2228RFhaGd955B0FBQfjkk08ADE11Wrp0KXbt2gWVSoUXX3wRZ511FgDg3//+NxITE7Fr1y6Ehobi888/h0ajwaxZs/DGG2/gyJEjKC0txd///nd7E2IAyMrKwsKFC0eNV6PR4OKLL8bSpUuRlpYm3QtDRDRFqARnE1GJiCbIZDLhtddew9q1a6HX6+UeDhER+VltbS3S0tIQGpwMlcq3xdyCYMGApQE1NTXDGt2SvObMmYMNGzbg+uuv92g/8WeF/z+lk3n/brmHoCiLjAewIDMa9957r9xDoSnCm/c5ToMiIkmEh4fj+uuvZ78aIqIpToAAn0+DAj9rVJKjR4/irbfeQmNjI6644gq5h0NENCkwrCEiSahUKoSGhso9DCIiIpLYwYMHUVRUhB07dkCr1co9HCKiSYE9a4hIEiaTCVu2bIHJZJJ7KEREJCNBsElyI+VYt24dXnvtNZx++ulyD4WIaNJgZQ0RScZm4x/TRERERHKr/L/Vcg9BUR5//LjcQyAaF8MaIiIiIpKMABsAlQTHJCIimrw4DYqIiIiIiIiISEEY1hCRJDQaDWbPng2NRiP3UIiIiIiIiAIKp0ERkSRCQ0OxePFiuYdBREQyEwRrQByTiIhISVhZQ0SSMJvN+Prrr2E2m+UeChERERERUUBhWENEkjCbzTh06BDDGiKiKU8AYPPxTfDrMyAiIvI3hjVERERERERERArCsIaIiIiIiIiISEHYYJiIiIiIJCMItoA4JhERkZIwrCEiSYSHh2PdunVQq1nAR0RERERE5AmGNUREREQkGQESVNZIcEwiIiIl4UfeRCSJnp4evPDCC+jp6ZF7KERERERERAGFlTVEREREJCEpqmBYWUNERJMbK2uIiIiIiIiIiBSEYQ0RERERERERkYJwGhQRSUKv1+PWW2+VexhERCQ3KZbZ5tLdREQ0ybGyhoiIiIiIiIhIQVhZQ0RERESSESDA1w2Bh45JREQ0ebGyhoiIiIiIiIhIQRjWEBEREZGEbBLd5PPJJ59gzpw5iI+PxzXXXIPe3l5Zx0NERJMPwxoiIiIiIjf19/fjxz/+MX7xi1/g66+/RkdHBx599FG5h0VERJMMwxoiIiIiIje9++67SE9Pxw033ICMjAz89re/xauvvir3sIiIaJJhg2EiIiIikpAA3/cD9vyANpsNH374Id544w1YrVZs2bLF6Xa9vb3YsmULjhw5gtjYWFx77bU49dRT7Y9XVVUhPz/ffj8vLw+1tbWwWq0ICgry/KkQERE5wcoaIiIiIprU6uvrkZ2djccffxwnT57E9u3bnW5nMplw5pn/f3t3HhTVlbYB/GERQQRkC7IHFRcSokbBQWNQMO6jZkZC4qCWAy4ETYzEMolxXEbHMWNqmJlSGcsFJ5qJYuLGgE4AV2SRaLkBooIIbgGi7DZ09/n+sOjPZr00t7EneX5VVqVPv+8577ndl0q/dfv2KOzZswd+fn6ora3FsGHDkJSUpIlRq9UwMjLSPDY2NoYQAmr1i72PDhER/bzwyhoiIiIi0iN9/NB2x2a0srLC6dOn4eHhgc8//xzp6ektxsXExKCwsBCFhYWwtbUFACgUCkRGRqKgoADGxsZwc3PD/v37NTkFBQXo3bs3unXrpvt2iIiImuCVNURERET0s2ZlZQUPD4924+Lj4zF16lRNowYAZs+ejaKiImRmZgIAxo8fj5ycHBw/fhxPnz7Fpk2bEBISorfaiYjol4lX1hARERGRnsl/bQ0APHjwQOuxtbU1rK2tdZpLpVIhJycHoaGhWuM+Pj4AgGvXriEgIADW1tbYsWMH5s6di/LycgQGBuIf//iHbhsgAIBSqQTQ/PUk0pcnT54AAEpKSl5sIfSL0fj3rfHvnRRs1hARERGR7Hr27Ak7Ozv89NNPepnfwsIC/v7+WmOrV6/GmjVrdJqvuroaSqUSNjY2WuONj5/fR0hICEJCQtDQ0MCvP8mgtLQUAJq9nkT6tnHjxhddAv3ClJaW4uWXX5YUy2YNEREREcmuV69euH37Nqqrq/Uyv1qthrGx9jf6db2qBoBmrqY3Cm58bGra/H+b2aiRh6+vL7KysuDo6NjicdbFgwcP4O/vj6ysLDg7O8sy5/8yHg9tPB7aeDy06eN4KJVKlJaWwtfXV3IOmzVEREREpBe9evVCr169XnQZkvTs2RM9e/bEjz/+qDXe+Lh3794voqxfBHNzc/j5+ellbmdnZ7i5uell7v9FPB7aeDy08Xhok/t4SL2iphFvMExEREREv3hGRkYYPnw4Lly4oDXe+FhfzQQiIqKWsFlDRERERARg/vz5SE5OxsWLFwE8u2z9r3/9K958803079//BVdHRES/JPwaFBERERH97C1cuBA1NTW4fPkyFAoFwsLCAADvv/8+Ro4cCQCYNWsW0tPTERgYiLfeegt5eXlQKpU4ceLEiyyddGBtbY3Vq1d36j5GPyc8Htp4PLTxeGgzlONhJITQz28pEhEREREZiAMHDqC+vr7Z+KhRo+Dl5aU1duPGDVy9ehV2dnYYPXo0byRMRERdjs0aIiIiIiIiIiIDwnvWEBEREREREREZEDZriIiIiIiIiIgMCJs1RERERERk8GpqaqBSqfSaKzWurq5OpzrkVFdXh4aGBr3mSo2rrKzE48ePdaqlo6qqqvSeK3ecPlVVVUHXO5tIzZUaV15ejpqaGp1qkUt1dTXUarVec6XECSHw9OlTnepoxGYNEREREREZrNTUVAwaNAiOjo6wsrLCnDlzJH9IlporJS4rKwuhoaGwtbWFvb09XFxcsGHDBiiVSln2KdWlS5fg5+cHOzs7WFlZYfr06Xj06JGsuVLiFAoF9u3bh3HjxsHOzg5Dhw6VZX+t2bx5MxwcHODs7AwHBwds3rxZ9ly54/Rp586dcHFxgbOzM2xtbbFy5UrJTRupuVLiHj58iD//+c8YOHAgHB0dsWLFCln211FHjhxBnz594OTkBGtra0RGRkKhUMiaKyXu9OnTmD59Onr16gU7Ozt4enoiJiZGt4aaICIiIiIiMkD5+fnCwsJCrF69WiiVSlFcXCwGDhwoQkJCZMuVGjd48GDx9ttvi6KiIiGEEMnJycLS0lJ89NFH8m24HWVlZcLe3l4sWLBAKBQKUV5eLkaOHClGjhwpW67UuAsXLohZs2aJ77//XixYsEB4enrKuVUtO3bsEGZmZiIlJUUI8ezYm5mZiZ07d8qWK3ecPh07dkwYGxuLAwcOCCGEyM7OFjY2NmLDhg2y5UqNi4mJEStWrBB5eXnC1dVVREVFybHFDrlw4YIwNTUVf/vb34RarRb5+fnCzc1NREZGypYrNc7V1VXMnTtXPHjwQKjVanHo0CHRrVs3Sa9NU2zWEBERERGRQYqKihIeHh5CpVJpxuLj4wUAcevWLVlypcZt27at2RqLFy8WdnZ2Ou1NFxs3bhQ9e/YU1dXVmrH09HQBQJw6dUqWXF3WWLhwoV6bNX379hURERFaY+Hh4aJfv36y5codp0+jRo0SU6dO1RpbuXKlsLW1FfX19bLk6rLGi2rWhIaGiiFDhmiNbdu2TZiamoqysjJZcqXGbd26tdka7777rujfv7/k/TTi16CIiIiIiMggnTx5EoGBgTA2/v+PLUFBQZrn5MiVGrdo0aIW1zExMZG6nU47efIk/Pz8YGlpqRnz9/eHpaWlpOMhJbcza+hDcXExbt++jbFjx2qNBwUF4datWygpKel0rtxx+vT06VNkZGS0WMPjx49x+fLlTud2Zo0X4eTJky3WqlQqcfbsWVlypcZFRka2uI4ufyfYrCEiIiIiIoNUVFQEd3d3rTE7OztYWFigqKhIllxd1ygtLcXXX3+taex0hZZqNTY2houLi07Ho6XczqyhD41rNq3Jzc1N6/nO5Modp08lJSVQqVQ61SA1tzNrdLWnT5/ixx9/1KlWqbmdWePOnTs4evSoTn8nTDucQURERERE1EEKhULSjYEdHBw0/11XVwdzc/NmMebm5u3+IpPUXF3WaGhoQGhoKIQQ2LRpU5t1tKahoQEVFRXtxtnZ2Wmu+jHU46FPjWs2ranxcVs1Sc2VO06fDOl4GAJDPh41NTWYOXMmbG1tsWbNmnb30hSbNUREREREpHfx8fFYunRpu3FlZWWa/7a0tERtbW2zmNraWvTs2bPNeaTmdnQNtVqN2bNnIzMzE//973/h6enZZh2tOXv2LN555512465evQpnZ+c2a62pqdH5eDTN7cwa+tD4daymNTX+RHRbNUnNlTtOnwzpeBgCQz0e9fX1+O1vf4uCggKcOnVKqwktFZs1RERERESkd2FhYQgLC+tQjre3NwoKCrTG7t+/D4VCgX79+smS29E1Fi1ahCNHjuDYsWMYNWpUh/bzvKCgIK3GlBQt1drQ0IB79+7pdDxayu3MGvrg7e0NACgoKEBgYKBmvLCwEADQt2/fTufKHadPHh4e6N69e7PXqLGGtl4jqbmdWaOrmZmZwcPDQ6dapeZ2dA2VSoVZs2YhPT0dycnJeO2113TYGe9ZQ0REREREBmrChAlITU2FQqHQjCUmJsLExATBwcGaMYVCgbKyMqhUqg7nSo0DgOjoaOzZswfffvstxo0bJ+tepZgwYQKys7NRWlqqGUtJSYFCocCECRM0Yw0NDSgrK0NDQ0OHc6XGdRVHR0cMHToUiYmJWuOJiYl4/fXX4ejoqBmrqqrC48ePO5wrd5w+mZqaIigoqMUa3Nzc8Morr2jGampqUF5e3uHcjqxhCCZMmIATJ05ArVZrxhITE9GjRw+MHj1aM1ZXV4eysjIIITqcKzVOCIHw8HAcP34ciYmJ8PPz031jHf79KCIiIiIioi7w6NEj8dJLL4mwsDBRUFAgUlNThZOTk1i6dKlW3O7duwUAcfXq1Q7nSo1bu3atMDIyEtu3bxelpaVa/9Rqtf4OwnNqa2uFt7e3mDhxorhx44bIzMwU3t7eYubMmVpx33//vQAgkpKSOpwrNU4Iodn/3Llzhbu7u+Zxez8f3VH/+c9/hImJidiyZYsoLi4WW7ZsESYmJiIxMVErLjQ0VLi6uuqUK3ecPmVmZopu3bqJdevWieLiYrFv3z5hZmYmdu/erRX34YcfChMTE51ypcYpFArN6+7s7CzCw8NFaWlpuz+ZLafbt28La2trERUVJYqKikRCQoKwsbER69ev14r7y1/+IgCIBw8edDhXatySJUuEqampOHDggNbfCF2OB5s1RERERERksPLy8sSMGTOEq6urGDRokFi/fr1oaGjQivn3v/8t7O3tRW5ubodzpcb5+voKe3v7Fv9VVFTIv/FWlJSUiN/97nfCw8ND9OvXTyxfvlzU1tZqxZw+fVrY29uLlJSUDudKjVMqla0ej6bryuHw4cMiICBAODs7i4CAAHH48OFmMfPnzxe+vr465eojTp9OnjwpxowZI1xcXMTw4cPFnj17msWsXLlSODk56ZQrNS4xMbHF90BL6+rTxYsXxaRJk4Srq6vw9fUVMTExzZqoW7ZsEfb29uLRo0cdzpUa5+rqKtvxMBLiuWuAiIiIiIiIiIjoheI9a4iIiIiIiIiIDAibNUREREREREREBoTNGiIiIiIiIiIiA8JmDRERERERERGRAWGzhoiIiIiIiIjIgLBZQ0RERERERERkQNisISIiIiIiIiIyIGzWEBEREREREREZEDZriIiIiIiI6Gfr1q1bSEtL0zzOy8tDZmZml6xFpCvTF10AERERERGRnCoqKpCWloaXX34ZPj4+LcbcvHkTd+/eha2tLXx9fdGtWzet51UqFfLy8lBWVoYBAwagd+/eWs+Xlpa2+IE/KCgIPXr06JIaGwkhcOLECZiZmSEoKKjVeTw9PdGvX792a/tfkJ+fj7KyMowcObLd2G+++QYJCQnIyMgAAMTFxSE7OxvJycmy19B0LUPW3nu80f3795GTkwMnJyf4+vrqNUZfNUqdB2j/fOoygoiIiIiI6Gfg4cOHIiIiQjg7OwsrKyvx4YcfNouprKwUQUFBwtbWVgQFBYm+ffsKNzc3kZGRoYmJj48X3t7ewsfHR7z55puiR48eYtGiRUKlUmlikpKShJGRkZgyZYrWv/v373dJjc/78ssvhampqfD09NQaLy0tFYGBgcLR0VGMHTtWODg4iNDQUFFfX99mjf8LVq9eLUaNGiUp9ptvvhHR0dGaxytWrBDBwcF6qaHpWoZKyntcCCH++Mc/CnNzcxEQECDs7OxEUFCQqKqq0kuMvmqUOk+j1s6nrsZmDRERERER/SxcvXpVbN++XVRXV4thw4a12AjZsGGDsLOzE6WlpUIIIdRqtZg2bZrw9/fXxMTFxYmCggKteS0sLMT27ds1Y0lJScLExOSF1dgoOztbeHh4iPfff7/Zh8vZs2cLHx8fUVlZKYQQ4smTJ8Lb21ts3Lixw3V31L1790RycrLIz89v8fmcnBxx4sQJkZeX1+y53NxckZGRIZRKpbh27Zo4c+aMqKio0DxfWFgo3nvvPeHj4yOOHTsmjh07JkpKSjR5DQ0NIjMzUxw/flwIIcTNmzfFuXPnNPmNzZr6+npx5coVkZqaKqqrq7VquHz5srh48aLW2O3bt8WZM2farKHpWnLsVx+kvMdPnToljIyMREpKihDiWfPP09NTfPTRR7LH6LNGKfM0aut86mq8Zw0RERERERmUe/fu6ZT36quvYv78+bC0tGw1pqqqCk5OTnBwcAAAGBkZwcfHB1VVVZqYuXPnwsvLS2vewYMH48KFC83my8jIwJkzZ1BaWtqlNTbGvffee4iNjYWjo2Ozec6dO4ff/OY3sLKyAgDY2Nhg2rRp2LVrl6RadaFUKrFgwQL069cPq1atwtSpU/HOO+9ArVYDAGprazF58mSMHDkS69evh7+/P2bMmIGnT59q5oiLi8O8efMwYsQIzJ8/H5GRkejbty9++OEHAMD169eRnZ2NBw8eIDY2FrGxsbh586Ymz8/PDx988AF27NgB4NlXk6Kjo7XqvH//PoYNG4bw8HAsWLAAffr0wcWLFzXP//3vf8emTZu0cr777jssWbKkzRqariXHfvVBynv8X//6F4YPH675KpCDgwPCw8Px1VdfyR6jzxqlns/tnU8doevfsOexWUNERERERAZj+/bt8PX1RUFBgV7mX7x4MUxMTLBo0SIcPHgQmzdvxt69e7F58+ZWcx4/foycnBwMHDiw2XNRUVGIjo6Gm5sblixZomlKdEWNkZGRmDhxIiZNmtTiPE5OTrh9+7bWWEFBAW7evImamppO19mSDRs24PDhw7h48SLOnz+PGzduICQkBCqVCgCwadMmXL9+Hbm5uThz5gyuX7+OzMxMxMTEaM2Tl5eHTZs24fz587h27RrefPNNrF27FgAwZcoUzJo1Cz4+PkhISEBCQgLGjBkDAMjNzcXatWuRkZGB+Pj4VuvMzc3F0qVLkZWVhfz8fIwfPx7z58+HEELSPtuq4Xly7LcrtPQev3z5MgYPHqwVN2TIEJSVlWmaEXLF6LNGKfMA7Z9PUlVWViIgIACff/655PdTS3iDYSIiIiIieuFUKhWWLVuGrVu3Yt26dcjJyUFOTk6LsVJv4tuSl156CdOmTcOOHTuQn5+PO3fuYPDgwa3e8FStVuP3v/897OzsEBERoRn38PDAlStXNDcHzsrKwpgxY+Dl5YVly5bpVFtHaty9ezcuXbrU5tUXK1aswMyZM+Hs7IwRI0YgLS0N6enpAIAnT560eXWPrnbu3InFixdrfRAOCQnR/Pe+ffsQGRmpucGrm5sbIiIisHfvXnzyySeauMGDByM4OFjz+K233sKXX37Z7voDBgzAtGnT2o1zcXHBvHnzADy7cmnlypUYNGgQ8vLyMGjQoPY3KpG+9yuH1t7jT548gZ2dnVasvb295jlXV1fZYvRZo5R5pJxPTSUkJLT63GeffYbly5cjNzcXX331lU5/r9isISIiIiKiF66mpgaHDh0CAJw9e7bNnz8eNmyYzs2aVatW4euvv8b169fh4OAAtVqNOXPmYPLkybhy5QqMjIw0sUIILFq0CGlpaTh16hSsra01zzX9BSd/f3+Ehobiu+++w7Jly/D06VOtXxvy8vLCK6+8IkuNFRUVWLJkCT799FPNGvn5+airq0NCQgKGDx+O3r17Y8aMGUhLS8PevXtx4MABDBkyBBs3bsS8efP00qhRqVQoLi5utdkhhEBRUVGzX6Tq378/CgsLtcYaP3A3Mjc3R11dXbs1SPngDzx7PZ5/rfv27QsAuHPnjmzNmq7Yrxw1tvYeNzMzQ21trVZ842MzMzPZYto7VzpbY3vzPHnyRNL51FRsbGyzsaZSU1Nx//59nX6Fjc0aIiIiIiJ64aytrXHhwgXMmDEDwLMrEmxsbGRfJzk5GZMnT9bcD8bY2BhhYWHYt28f7t27Bzc3NwDPPthFRUXh0KFDSE1NbfXntZ9na2uLhw8fAnjWfHr+w9zUqVMlN2vaq9HCwgJjxoxBenq65kqZ/Px8VFVVITY2Fp9++qnmw+WIESMwYsQIzdzLli2Du7s7evXqJamWjjAxMUGPHj3w008/tfi8kZERbGxsUFFRoTVeUVHR7OoIXT3fgGlLZWVli49tbW0BPDvmTb/ColAoOlyLvvfbGe29x728vFBSUqI1VlxcDBMTE7i7u8sW09a5IkeN7c2jUqkkn0/Pa+3Kmvr6ekRFRcHZ2RnHjh3TqVEDsFlDREREREQGwsnJCadOncIXX3wBpVKplzWcnZ2b3cfl1q1bMDU11bqp6OLFixEfH4+UlJQWvyJVXl6udTVEQ0MDTpw4gddffx3Asysl2vqaRGdq7N69e7O516xZg7i4OK3xqqoqWFpawtjYWFPz3r17ERUVpVNdUgQHB2P//v1YuHBhi3UEBATg6NGjCA8P1zx/+PBhBAQEdGgdS0vLDjdPnpeTk4PCwkLNjWePHj0KKysrzYd4FxcXXLp0SSvn3LlzHa5Brv3qQ3vv8YkTJ+Kzzz5DZWWl5iqUgwcPYsyYMTA3N5ctxtzcvNVzRY4a25unpXO1pfNJKrVaDXd3d2RmZmqaf7pgs4aIiIiIiAxG9+7dsWrVKp1ylUoljh8/DuDZ1QuFhYVISEiAjY0NRo8eDQD4+OOPERwcjIiICIwfPx4FBQXYuHEjli5diu7duwN4dr+Jbdu2YcOGDbh79y7u3r0L4Fkzyc/PTzOPsbExRo8eDbVajZ07d6K0tBTr1q3rkhqlyMvLwyeffIKwsDAolUrExMTAx8dH614pcvviiy/wxhtvYMqUKXj33XdRVlaGuLg4ZGdnw9jYGH/605/wq1/9CuHh4QgODkZiYiKysrJa/KWttgwdOhSrVq3Cjh070Lt3bwwdOrRD+T169MCUKVOwfPlylJeXY+3atVi5cqXmA//MmTOxfv16fPzxx/Dz80NSUhIyMjLg6enZoRrk2q/cpLzHIyIi8M9//hOTJk3CwoULcf78eaSkpODMmTOaeeSK0WeNUuaRk7m5Of7whz90eh42a4iIiIiI6GdBoVBovk4xYMAAqFQqxMbGok+fPppGSGBgIK5cuYJdu3YhPj4e9vb2iIuLw9tvv62ZR6VSYfLkyUhLS9O6d46/v7/mw93OnTuxf/9+JCcnQ6lUYvr06Vi4cGG7X92Sq8am+vfvr3WDWgDw8/PD+vXrsWvXLtTW1iI6Ohpz5syBqan+PgYOHDgQV65cwbZt23DkyBF4eXnh6NGj6NatGwDA19cX2dnZiI2NxcGDB+Hp6YkffvgB3t7emjkGDRrUrEZ3d3eMGzdO83jcuHHYunUrUlNTUVFRgejo6BbzAMDb2xtvvPGG1vwffPABxo4di2+//RZlZWXYsmUL5syZo4l59dVXcfr0aezevRtJSUkIDAzEr3/9a5w+fbrNGpquJdd+5SblPW5hYYFz584hJiYGR44cgZOTE7KysvDaa69p4uWK0WeNUuZpqqXzqasZic78lhQREREREREREcnK+EUXQERERERERERE/4/NGiIiIiIiIiIiA8JmDRERERERERGRAWGzhoiIiIiIiIjIgLBZQ0RERERERERkQNisISIiIiIiIiIyIGzWEBEREREREREZEDZriIiIiIiIiIgMCJs1REREREREREQGhM0aIiIiIiIiIiIDwmYNEREREREREZEBYbOGiIiIiIiIiMiAsFlDRERERERERGRA/g86RomLA93gywAAAABJRU5ErkJggg==", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(keyness_diamond(\"1825-1849\", \"2000-2024\",\n", + " save_as=\"keyness_1825-1849_vs_2000-2024.png\"))" + ] } ], "metadata": { diff --git a/examples/presidential_speeches.py b/examples/presidential_speeches.py index 995b5d2..4c799bd 100644 --- a/examples/presidential_speeches.py +++ b/examples/presidential_speeches.py @@ -188,14 +188,60 @@ def diamond(focus_period, reference_period, *, alpha=1 / 3, save_as=None): # keyness ranking; content words leap up. It's the same vocabulary, reordered. # %% -freq_rank = RankedList.from_counts(counts["2000-2024"], label="by frequency") +freq_rank = RankedList.from_counts(counts["2000-2024"], label="frequency") _k = Keyness(counts["2000-2024"], counts["1825-1849"], min_focus_freq=10, min_reference_freq=10) key_scores = {r.type: r.statistic for r in _k.table() if r.direction == "positive"} -key_rank = RankedList.from_scores(key_scores, label="by keyness") +key_rank = RankedList.from_scores(key_scores, label="keyness") fig_fk = allotaxonometer(freq_rank, key_rank, alpha=1 / 3) fig_fk.savefig( GALLERY / "diamond_frequency_vs_keyness.png", dpi=130, bbox_inches="tight" ) print("saved gallery/diamond_frequency_vs_keyness.png") show(fig_fk) + +# %% [markdown] +# ## Keyness vs. keyness — which words are distinctive of each era +# +# Keyness always needs a reference. To compare *eras* on equal footing we give +# each era the **same** reference: the rest of the presidential corpus (all other +# eras combined). For each era we rank its over-represented words by keyness +# (log-likelihood, `RankedList.from_scores`) — its "distinctive vocabulary" — and +# diamond two eras' keyness rankings against each other. Words distinctive of +# *both* compared eras (versus the tradition) sit near the top centre; words +# distinctive of only one era fan out to its side; the divergence measures how +# differently the two eras stand out. + + +# %% +def era_keyness_ranking(period, *, min_freq=10): + """Rank a period's over-represented words by keyness vs the rest of the corpus.""" + rest = Counter() + for other, c in counts.items(): + if other != period: + rest.update(c) + k = Keyness( + counts[period], rest, min_focus_freq=min_freq, min_reference_freq=min_freq + ) + scores = {r.type: r.statistic for r in k.table() if r.direction == "positive"} + return RankedList.from_scores(scores, label=period) + + +def keyness_diamond(period_a, period_b, *, alpha=1 / 3, save_as=None): + """Diamond two eras' keyness rankings (each vs the rest of the corpus).""" + fig = allotaxonometer( + era_keyness_ranking(period_a), era_keyness_ranking(period_b), alpha=alpha + ) + if save_as: + fig.savefig(GALLERY / save_as, dpi=130, bbox_inches="tight") + print(f"saved gallery/{save_as}") + return fig + + +# %% +show(keyness_diamond("1950-1974", "2000-2024", + save_as="keyness_1950-1974_vs_2000-2024.png")) + +# %% +show(keyness_diamond("1825-1849", "2000-2024", + save_as="keyness_1825-1849_vs_2000-2024.png"))